warning: commands will be executed using /bin/sh
job 3572 at Tue Aug 25 06:52:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse41-150824/YutaMouse41-150824
ElecNo	1
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 9.80 and 14.71 GB of RAM.
Memory request: 4.90 GB would take us to total of 4.90 GB.
----------------------------------------------------------
Loaded 2729622 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.63 GB would take us to total of 6.54 GB.
------ Running on subset of 909874 points ------
	SP: Assigned 20 initial classes randomly.
Iteration 0F (70.250000 sec): 20 clusters
  Score: Raw -93723209.604942 + Penalty 42363.777095 = -93680845.827847
  nChanged 861807
Iteration 1F (97.440000 sec): 20 clusters
  Score: Raw -100128104.385023 + Penalty 42363.777095 = -100085740.607928
  nChanged 395586
Iteration 2F (124.930000 sec): 20 clusters
  Score: Raw -102493102.798702 + Penalty 42363.777095 = -102450739.021607
  nChanged 238251
Iteration 3F (151.170000 sec): 20 clusters
  Score: Raw -103671427.800190 + Penalty 42363.777095 = -103629064.023095
  nChanged 114311
Iteration 4F (179.050000 sec): 20 clusters
  Score: Raw -104032896.048482 + Penalty 42363.777095 = -103990532.271386
  nChanged 64935
Iteration 5F (205.350000 sec): 20 clusters
  Score: Raw -104186171.002811 + Penalty 42363.777095 = -104143807.225716
  nChanged 48694
Iteration 6F (232.650000 sec): 20 clusters
  Score: Raw -104290029.514274 + Penalty 42363.777095 = -104247665.737179
  nChanged 40464
Iteration 7Q (252.430000 sec): 20 clusters
  Score: Raw -104365073.549074 + Penalty 42363.777095 = -104322709.771979
  nChanged 36388
Iteration 8Q (271.420000 sec): 20 clusters
  Score: Raw -104424752.553651 + Penalty 42363.777095 = -104382388.776556
  nChanged 32428
Iteration 9Q (290.710000 sec): 20 clusters
  Score: Raw -104466690.566915 + Penalty 42363.777095 = -104424326.789820
  nChanged 30492
Iteration 10Q (309.930000 sec): 20 clusters
  Score: Raw -104500299.370931 + Penalty 42363.777095 = -104457935.593836
  nChanged 30015
Iteration 11Q (328.940000 sec): 20 clusters
  Score: Raw -104538796.433320 + Penalty 42363.777095 = -104496432.656225
  nChanged 32785
Iteration 12Q (348.660000 sec): 20 clusters
  Score: Raw -104594224.639033 + Penalty 42363.777095 = -104551860.861938
  nChanged 38012
Iteration 13Q (369.280000 sec): 20 clusters
  Score: Raw -104651728.263501 + Penalty 42363.777095 = -104609364.486406
  nChanged 43386
Iteration 14Q (389.550000 sec): 20 clusters
  Score: Raw -104699870.992790 + Penalty 42363.777095 = -104657507.215694
  nChanged 46769
Iteration 15F (417.040000 sec): 20 clusters
  Score: Raw -104764643.881241 + Penalty 42363.777095 = -104722280.104146
  nChanged 63173
Iteration 16F (445.340000 sec): 20 clusters
  Score: Raw -104858690.915018 + Penalty 42363.777095 = -104816327.137922
  nChanged 75565
Iteration 17F (473.600000 sec): 20 clusters
  Score: Raw -104974443.348371 + Penalty 42363.777095 = -104932079.571275
  nChanged 80377
Iteration 18F (501.810000 sec): 20 clusters
  Score: Raw -105090247.902288 + Penalty 42363.777095 = -105047884.125193
  nChanged 68131
Iteration 19F (529.580000 sec): 20 clusters
  Score: Raw -105185005.449016 + Penalty 42363.777095 = -105142641.671921
  nChanged 46052
Writing temp clu file 
Because OldScore, -105047884.125193, is greater than current (better) Score,-105142641.671921 
 Compute initial score before splitting:   Score: Raw -105185005.449016 + Penalty 42363.777095 = -105142641.671921
Memory request: 0.03 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (14152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (529.930000 sec): 2 clusters
  Score: Raw -1553738.415056 + Penalty 1553.111826 = -1552185.303230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (530.150000 sec): 3 clusters
  Score: Raw -1545645.096356 + Penalty 3106.223652 = -1542538.872704
  nChanged 6284
		SP:Iteration 1F (530.350000 sec): 3 clusters
  Score: Raw -1550812.177285 + Penalty 3106.223652 = -1547705.953633
  nChanged 1904
		SP:Iteration 2F (530.550000 sec): 3 clusters
  Score: Raw -1555147.024212 + Penalty 3106.223652 = -1552040.800560
  nChanged 2127
		SP:Iteration 3F (530.820000 sec): 3 clusters
  Score: Raw -1559724.429022 + Penalty 3106.223652 = -1556618.205370
  nChanged 1439
		SP:Iteration 4F (531.020000 sec): 3 clusters
  Score: Raw -1561754.614137 + Penalty 3106.223652 = -1558648.390485
  nChanged 732
		SP:Iteration 5F (531.250000 sec): 3 clusters
  Score: Raw -1562318.426458 + Penalty 3106.223652 = -1559212.202807
  nChanged 362
		SP:Iteration 6Q (531.520000 sec): 3 clusters
  Score: Raw -1562574.770138 + Penalty 3106.223652 = -1559468.546486
  nChanged 284
		SP:Iteration 7Q (531.710000 sec): 3 clusters
  Score: Raw -1562817.501435 + Penalty 3106.223652 = -1559711.277783
  nChanged 272
		SP:Iteration 8Q (531.940000 sec): 3 clusters
  Score: Raw -1563209.381356 + Penalty 3106.223652 = -1560103.157704
  nChanged 339
		SP:Iteration 9Q (532.140000 sec): 3 clusters
  Score: Raw -1563900.319001 + Penalty 3106.223652 = -1560794.095350
  nChanged 340
		SP:Iteration 10Q (532.350000 sec): 3 clusters
  Score: Raw -1564468.778859 + Penalty 3106.223652 = -1561362.555208
  nChanged 272
		SP:Iteration 11Q (532.570000 sec): 3 clusters
  Score: Raw -1564747.830413 + Penalty 3106.223652 = -1561641.606761
  nChanged 171
		SP:Iteration 12Q (532.790000 sec): 3 clusters
  Score: Raw -1564867.758398 + Penalty 3106.223652 = -1561761.534747
  nChanged 130
		SP:Iteration 13Q (533.040000 sec): 3 clusters
  Score: Raw -1564970.818462 + Penalty 3106.223652 = -1561864.594810
  nChanged 130
		SP:Iteration 14Q (533.290000 sec): 3 clusters
  Score: Raw -1565117.493388 + Penalty 3106.223652 = -1562011.269736
  nChanged 108
		SP:Iteration 15Q (533.500000 sec): 3 clusters
  Score: Raw -1565320.912980 + Penalty 3106.223652 = -1562214.689328
  nChanged 108
		SP:Iteration 16Q (533.700000 sec): 3 clusters
  Score: Raw -1565495.049627 + Penalty 3106.223652 = -1562388.825975
  nChanged 95
		SP:Iteration 17Q (533.940000 sec): 3 clusters
  Score: Raw -1565563.013363 + Penalty 3106.223652 = -1562456.789711
  nChanged 65
		SP:Iteration 18Q (534.160000 sec): 3 clusters
  Score: Raw -1565592.076669 + Penalty 3106.223652 = -1562485.853018
  nChanged 43
		SP:Iteration 19Q (534.390000 sec): 3 clusters
  Score: Raw -1565601.594418 + Penalty 3106.223652 = -1562495.370766
  nChanged 35
		SP:Iteration 20F (534.610000 sec): 3 clusters
  Score: Raw -1565614.197941 + Penalty 3106.223652 = -1562507.974289
  nChanged 32
		SP:Iteration 21Q (534.840000 sec): 3 clusters
  Score: Raw -1565620.824856 + Penalty 3106.223652 = -1562514.601204
  nChanged 29
		SP:Iteration 22Q (535.050000 sec): 3 clusters
  Score: Raw -1565624.949774 + Penalty 3106.223652 = -1562518.726122
  nChanged 16
		SP:Iteration 23Q (535.280000 sec): 3 clusters
  Score: Raw -1565626.781476 + Penalty 3106.223652 = -1562520.557824
  nChanged 11
		SP:Iteration 24Q (535.520000 sec): 3 clusters
  Score: Raw -1565627.747522 + Penalty 3106.223652 = -1562521.523870
  nChanged 8
		SP:Iteration 25Q (535.710000 sec): 3 clusters
  Score: Raw -1565628.273495 + Penalty 3106.223652 = -1562522.049843
  nChanged 4
		SP:Iteration 26Q (535.970000 sec): 3 clusters
  Score: Raw -1565628.789864 + Penalty 3106.223652 = -1562522.566212
  nChanged 3
		SP:Iteration 27Q (536.180000 sec): 3 clusters
  Score: Raw -1565629.043859 + Penalty 3106.223652 = -1562522.820208
  nChanged 3
		SP:Iteration 28Q (536.410000 sec): 3 clusters
  Score: Raw -1565629.177355 + Penalty 3106.223652 = -1562522.953703
  nChanged 1
		SP:Iteration 29Q (536.640000 sec): 3 clusters
  Score: Raw -1565629.246508 + Penalty 3106.223652 = -1562523.022856
  nChanged 3
		SP:Iteration 30Q (536.850000 sec): 3 clusters
  Score: Raw -1565629.485394 + Penalty 3106.223652 = -1562523.261743
  nChanged 3
		SP:Iteration 31Q (537.080000 sec): 3 clusters
  Score: Raw -1565629.677226 + Penalty 3106.223652 = -1562523.453575
  nChanged 3
		SP:Iteration 32Q (537.310000 sec): 3 clusters
  Score: Raw -1565629.824120 + Penalty 3106.223652 = -1562523.600468
  nChanged 2
		SP:Iteration 33Q (537.540000 sec): 3 clusters
  Score: Raw -1565629.891278 + Penalty 3106.223652 = -1562523.667626
  nChanged 4
		SP:Iteration 34Q (537.780000 sec): 3 clusters
  Score: Raw -1565630.106556 + Penalty 3106.223652 = -1562523.882904
  nChanged 5
		SP:Iteration 35Q (537.990000 sec): 3 clusters
  Score: Raw -1565630.329288 + Penalty 3106.223652 = -1562524.105636
  nChanged 5
		SP:Iteration 36Q (538.240000 sec): 3 clusters
  Score: Raw -1565630.785326 + Penalty 3106.223652 = -1562524.561675
  nChanged 3
		SP:Iteration 37Q (538.470000 sec): 3 clusters
  Score: Raw -1565631.018039 + Penalty 3106.223652 = -1562524.794387
  nChanged 2
		SP:Iteration 38Q (538.720000 sec): 3 clusters
  Score: Raw -1565631.109383 + Penalty 3106.223652 = -1562524.885731
  nChanged 2
		SP:Iteration 39Q (538.950000 sec): 3 clusters
  Score: Raw -1565631.207699 + Penalty 3106.223652 = -1562524.984047
  nChanged 1
		SP:Iteration 40F (539.160000 sec): 3 clusters
  Score: Raw -1565631.222075 + Penalty 3106.223652 = -1562524.998423
  nChanged 2
		SP:Iteration 41Q (539.410000 sec): 3 clusters
  Score: Raw -1565631.293551 + Penalty 3106.223652 = -1562525.069900
  nChanged 1
		SP:Iteration 42Q (539.650000 sec): 3 clusters
  Score: Raw -1565631.342306 + Penalty 3106.223652 = -1562525.118654
  nChanged 1
		SP:Iteration 43Q (539.860000 sec): 3 clusters
  Score: Raw -1565631.407659 + Penalty 3106.223652 = -1562525.184007
  nChanged 0
		SP:Iteration 44F (540.110000 sec): 3 clusters
  Score: Raw -1565631.407659 + Penalty 3106.223652 = -1562525.184007
  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 6.56 GB.

 Trying to split cluster 2 (3009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (540.220000 sec): 2 clusters
  Score: Raw -348456.152302 + Penalty 1301.521500 = -347154.630802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (540.370000 sec): 3 clusters
  Score: Raw -347022.640925 + Penalty 2603.043000 = -344419.597925
  nChanged 1150
		SP:Iteration 1F (540.550000 sec): 3 clusters
  Score: Raw -347732.156630 + Penalty 2603.043000 = -345129.113630
  nChanged 244
		SP:Iteration 2F (540.750000 sec): 3 clusters
  Score: Raw -347903.867607 + Penalty 2603.043000 = -345300.824607
  nChanged 181
		SP:Iteration 3F (540.930000 sec): 3 clusters
  Score: Raw -348061.692687 + Penalty 2603.043000 = -345458.649687
  nChanged 178
		SP:Iteration 4F (541.110000 sec): 3 clusters
  Score: Raw -348230.906618 + Penalty 2603.043000 = -345627.863618
  nChanged 187
		SP:Iteration 5F (541.300000 sec): 3 clusters
  Score: Raw -348442.528698 + Penalty 2603.043000 = -345839.485699
  nChanged 207
		SP:Iteration 6F (541.450000 sec): 3 clusters
  Score: Raw -348671.696484 + Penalty 2603.043000 = -346068.653484
  nChanged 183
		SP:Iteration 7F (541.610000 sec): 3 clusters
  Score: Raw -348907.917050 + Penalty 2603.043000 = -346304.874050
  nChanged 157
		SP:Iteration 8F (541.810000 sec): 3 clusters
  Score: Raw -349219.225267 + Penalty 2603.043000 = -346616.182267
  nChanged 154
		SP:Iteration 9F (541.990000 sec): 3 clusters
  Score: Raw -349429.549524 + Penalty 2603.043000 = -346826.506524
  nChanged 99
		SP:Iteration 10Q (542.210000 sec): 3 clusters
  Score: Raw -349522.786972 + Penalty 2603.043000 = -346919.743972
  nChanged 72
		SP:Iteration 11Q (542.390000 sec): 3 clusters
  Score: Raw -349572.913427 + Penalty 2603.043000 = -346969.870427
  nChanged 50
		SP:Iteration 12Q (542.550000 sec): 3 clusters
  Score: Raw -349597.570070 + Penalty 2603.043000 = -346994.527071
  nChanged 31
		SP:Iteration 13Q (542.780000 sec): 3 clusters
  Score: Raw -349611.823159 + Penalty 2603.043000 = -347008.780160
  nChanged 16
		SP:Iteration 14Q (542.970000 sec): 3 clusters
  Score: Raw -349617.630750 + Penalty 2603.043000 = -347014.587750
  nChanged 16
		SP:Iteration 15Q (543.140000 sec): 3 clusters
  Score: Raw -349625.850313 + Penalty 2603.043000 = -347022.807314
  nChanged 17
		SP:Iteration 16Q (543.320000 sec): 3 clusters
  Score: Raw -349637.232309 + Penalty 2603.043000 = -347034.189309
  nChanged 26
		SP:Iteration 17Q (543.540000 sec): 3 clusters
  Score: Raw -349651.278893 + Penalty 2603.043000 = -347048.235893
  nChanged 32
		SP:Iteration 18Q (543.680000 sec): 3 clusters
  Score: Raw -349670.673673 + Penalty 2603.043000 = -347067.630673
  nChanged 40
		SP:Iteration 19Q (543.850000 sec): 3 clusters
  Score: Raw -349701.489221 + Penalty 2603.043000 = -347098.446221
  nChanged 42
		SP:Iteration 20F (544.060000 sec): 3 clusters
  Score: Raw -349730.392160 + Penalty 2603.043000 = -347127.349160
  nChanged 37
		SP:Iteration 21Q (544.270000 sec): 3 clusters
  Score: Raw -349757.899625 + Penalty 2603.043000 = -347154.856626
  nChanged 44
		SP:Iteration 22Q (544.430000 sec): 3 clusters
  Score: Raw -349805.076327 + Penalty 2603.043000 = -347202.033327
  nChanged 54
		SP:Iteration 23Q (544.600000 sec): 3 clusters
  Score: Raw -349876.322715 + Penalty 2603.043000 = -347273.279715
  nChanged 68
		SP:Iteration 24Q (544.800000 sec): 3 clusters
  Score: Raw -349950.276400 + Penalty 2603.043000 = -347347.233400
  nChanged 55
		SP:Iteration 25Q (544.940000 sec): 3 clusters
  Score: Raw -349999.027472 + Penalty 2603.043000 = -347395.984472
  nChanged 34
		SP:Iteration 26Q (545.100000 sec): 3 clusters
  Score: Raw -350025.750044 + Penalty 2603.043000 = -347422.707044
  nChanged 22
		SP:Iteration 27Q (545.320000 sec): 3 clusters
  Score: Raw -350041.801209 + Penalty 2603.043000 = -347438.758209
  nChanged 20
		SP:Iteration 28Q (545.490000 sec): 3 clusters
  Score: Raw -350050.420008 + Penalty 2603.043000 = -347447.377008
  nChanged 3
		SP:Iteration 29Q (545.710000 sec): 3 clusters
  Score: Raw -350051.858283 + Penalty 2603.043000 = -347448.815283
  nChanged 3
		SP:Iteration 30Q (545.890000 sec): 3 clusters
  Score: Raw -350052.825520 + Penalty 2603.043000 = -347449.782520
  nChanged 0
		SP:Iteration 31F (546.050000 sec): 3 clusters
  Score: Raw -350054.295237 + Penalty 2603.043000 = -347451.252238
  nChanged 3
		SP:Iteration 32Q (546.200000 sec): 3 clusters
  Score: Raw -350056.402530 + Penalty 2603.043000 = -347453.359530
  nChanged 4
		SP:Iteration 33Q (546.380000 sec): 3 clusters
  Score: Raw -350059.593130 + Penalty 2603.043000 = -347456.550130
  nChanged 6
		SP:Iteration 34Q (546.590000 sec): 3 clusters
  Score: Raw -350062.449480 + Penalty 2603.043000 = -347459.406480
  nChanged 3
		SP:Iteration 35Q (546.760000 sec): 3 clusters
  Score: Raw -350063.665127 + Penalty 2603.043000 = -347460.622127
  nChanged 0
		SP:Iteration 36F (546.940000 sec): 3 clusters
  Score: Raw -350063.665127 + Penalty 2603.043000 = -347460.622127
  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 6.56 GB.

 Trying to split cluster 3 (73682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (547.550000 sec): 2 clusters
  Score: Raw -9049266.188234 + Penalty 1821.220995 = -9047444.967239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (548.050000 sec): 3 clusters
  Score: Raw -9001812.456786 + Penalty 3642.441990 = -8998170.014796
  nChanged 34869
		SP:Iteration 1F (548.540000 sec): 3 clusters
  Score: Raw -9022160.024128 + Penalty 3642.441990 = -9018517.582138
  nChanged 2779
		SP:Iteration 2Q (548.990000 sec): 3 clusters
  Score: Raw -9023069.940693 + Penalty 3642.441990 = -9019427.498704
  nChanged 3159
		SP:Iteration 3Q (549.430000 sec): 3 clusters
  Score: Raw -9024318.140170 + Penalty 3642.441990 = -9020675.698180
  nChanged 3756
		SP:Iteration 4F (549.850000 sec): 3 clusters
  Score: Raw -9026145.713530 + Penalty 3642.441990 = -9022503.271540
  nChanged 4466
		SP:Iteration 5F (550.320000 sec): 3 clusters
  Score: Raw -9028787.202929 + Penalty 3642.441990 = -9025144.760940
  nChanged 5463
		SP:Iteration 6F (550.800000 sec): 3 clusters
  Score: Raw -9032820.393636 + Penalty 3642.441990 = -9029177.951646
  nChanged 5914
		SP:Iteration 7F (551.260000 sec): 3 clusters
  Score: Raw -9037718.998504 + Penalty 3642.441990 = -9034076.556514
  nChanged 5186
		SP:Iteration 8F (551.720000 sec): 3 clusters
  Score: Raw -9041847.939875 + Penalty 3642.441990 = -9038205.497885
  nChanged 3772
		SP:Iteration 9F (552.220000 sec): 3 clusters
  Score: Raw -9044201.344813 + Penalty 3642.441990 = -9040558.902823
  nChanged 2485
		SP:Iteration 10Q (552.720000 sec): 3 clusters
  Score: Raw -9045565.548886 + Penalty 3642.441990 = -9041923.106896
  nChanged 1942
		SP:Iteration 11Q (553.240000 sec): 3 clusters
  Score: Raw -9046790.526909 + Penalty 3642.441990 = -9043148.084919
  nChanged 1794
		SP:Iteration 12Q (553.770000 sec): 3 clusters
  Score: Raw -9048064.311564 + Penalty 3642.441990 = -9044421.869575
  nChanged 1843
		SP:Iteration 13Q (554.270000 sec): 3 clusters
  Score: Raw -9049455.863220 + Penalty 3642.441990 = -9045813.421230
  nChanged 1812
		SP:Iteration 14Q (554.760000 sec): 3 clusters
  Score: Raw -9050849.121610 + Penalty 3642.441990 = -9047206.679620
  nChanged 1681
		SP:Iteration 15Q (555.190000 sec): 3 clusters
  Score: Raw -9052089.582858 + Penalty 3642.441990 = -9048447.140869
  nChanged 1421
		SP:Iteration 16Q (555.640000 sec): 3 clusters
  Score: Raw -9053060.431633 + Penalty 3642.441990 = -9049417.989643
  nChanged 1142
		SP:Iteration 17Q (556.060000 sec): 3 clusters
  Score: Raw -9053698.765361 + Penalty 3642.441990 = -9050056.323371
  nChanged 868
		SP:Iteration 18Q (556.480000 sec): 3 clusters
  Score: Raw -9054084.373235 + Penalty 3642.441990 = -9050441.931245
  nChanged 640
		SP:Iteration 19Q (556.910000 sec): 3 clusters
  Score: Raw -9054299.446395 + Penalty 3642.441990 = -9050657.004405
  nChanged 507
		SP:Iteration 20F (557.360000 sec): 3 clusters
  Score: Raw -9054439.144175 + Penalty 3642.441990 = -9050796.702185
  nChanged 396
		SP:Iteration 21Q (557.810000 sec): 3 clusters
  Score: Raw -9054529.249075 + Penalty 3642.441990 = -9050886.807085
  nChanged 324
		SP:Iteration 22Q (558.330000 sec): 3 clusters
  Score: Raw -9054586.453437 + Penalty 3642.441990 = -9050944.011448
  nChanged 235
		SP:Iteration 23Q (558.830000 sec): 3 clusters
  Score: Raw -9054620.759367 + Penalty 3642.441990 = -9050978.317377
  nChanged 172
		SP:Iteration 24Q (559.310000 sec): 3 clusters
  Score: Raw -9054640.340996 + Penalty 3642.441990 = -9050997.899006
  nChanged 151
		SP:Iteration 25Q (559.790000 sec): 3 clusters
  Score: Raw -9054656.955443 + Penalty 3642.441990 = -9051014.513453
  nChanged 124
		SP:Iteration 26Q (560.290000 sec): 3 clusters
  Score: Raw -9054667.490476 + Penalty 3642.441990 = -9051025.048486
  nChanged 102
		SP:Iteration 27Q (560.770000 sec): 3 clusters
  Score: Raw -9054675.818375 + Penalty 3642.441990 = -9051033.376385
  nChanged 90
		SP:Iteration 28Q (561.280000 sec): 3 clusters
  Score: Raw -9054681.705376 + Penalty 3642.441990 = -9051039.263386
  nChanged 74
		SP:Iteration 29Q (561.690000 sec): 3 clusters
  Score: Raw -9054685.808942 + Penalty 3642.441990 = -9051043.366952
  nChanged 66
		SP:Iteration 30Q (562.160000 sec): 3 clusters
  Score: Raw -9054689.796617 + Penalty 3642.441990 = -9051047.354627
  nChanged 59
		SP:Iteration 31Q (562.620000 sec): 3 clusters
  Score: Raw -9054692.794930 + Penalty 3642.441990 = -9051050.352940
  nChanged 42
		SP:Iteration 32Q (563.090000 sec): 3 clusters
  Score: Raw -9054694.786176 + Penalty 3642.441990 = -9051052.344186
  nChanged 48
		SP:Iteration 33Q (563.600000 sec): 3 clusters
  Score: Raw -9054696.854062 + Penalty 3642.441990 = -9051054.412072
  nChanged 45
		SP:Iteration 34Q (564.070000 sec): 3 clusters
  Score: Raw -9054699.094408 + Penalty 3642.441990 = -9051056.652418
  nChanged 41
		SP:Iteration 35Q (564.540000 sec): 3 clusters
  Score: Raw -9054700.736560 + Penalty 3642.441990 = -9051058.294570
  nChanged 37
		SP:Iteration 36Q (564.990000 sec): 3 clusters
  Score: Raw -9054701.989067 + Penalty 3642.441990 = -9051059.547077
  nChanged 23
		SP:Iteration 37Q (565.450000 sec): 3 clusters
  Score: Raw -9054702.517933 + Penalty 3642.441990 = -9051060.075943
  nChanged 20
		SP:Iteration 38Q (565.910000 sec): 3 clusters
  Score: Raw -9054703.073653 + Penalty 3642.441990 = -9051060.631663
  nChanged 18
		SP:Iteration 39Q (566.350000 sec): 3 clusters
  Score: Raw -9054703.429951 + Penalty 3642.441990 = -9051060.987962
  nChanged 12
		SP:Iteration 40F (566.850000 sec): 3 clusters
  Score: Raw -9054703.716796 + Penalty 3642.441990 = -9051061.274806
  nChanged 16
		SP:Iteration 41Q (567.330000 sec): 3 clusters
  Score: Raw -9054704.164678 + Penalty 3642.441990 = -9051061.722689
  nChanged 18
		SP:Iteration 42Q (567.790000 sec): 3 clusters
  Score: Raw -9054704.771282 + Penalty 3642.441990 = -9051062.329292
  nChanged 16
		SP:Iteration 43Q (568.230000 sec): 3 clusters
  Score: Raw -9054705.263022 + Penalty 3642.441990 = -9051062.821032
  nChanged 16
		SP:Iteration 44Q (568.690000 sec): 3 clusters
  Score: Raw -9054705.657500 + Penalty 3642.441990 = -9051063.215510
  nChanged 18
		SP:Iteration 45Q (569.160000 sec): 3 clusters
  Score: Raw -9054706.096299 + Penalty 3642.441990 = -9051063.654309
  nChanged 14
		SP:Iteration 46Q (569.620000 sec): 3 clusters
  Score: Raw -9054706.339616 + Penalty 3642.441990 = -9051063.897626
  nChanged 6
		SP:Iteration 47Q (570.090000 sec): 3 clusters
  Score: Raw -9054706.455382 + Penalty 3642.441990 = -9051064.013392
  nChanged 4
		SP:Iteration 48Q (570.530000 sec): 3 clusters
  Score: Raw -9054706.527126 + Penalty 3642.441990 = -9051064.085136
  nChanged 6
		SP:Iteration 49Q (571.000000 sec): 3 clusters
  Score: Raw -9054706.700342 + Penalty 3642.441990 = -9051064.258352
  nChanged 8
		SP:Iteration 50Q (571.490000 sec): 3 clusters
  Score: Raw -9054706.811246 + Penalty 3642.441990 = -9051064.369256
  nChanged 6
		SP:Iteration 51Q (571.980000 sec): 3 clusters
  Score: Raw -9054706.894617 + Penalty 3642.441990 = -9051064.452628
  nChanged 4
		SP:Iteration 52Q (572.520000 sec): 3 clusters
  Score: Raw -9054706.940900 + Penalty 3642.441990 = -9051064.498910
  nChanged 4
		SP:Iteration 53Q (573.040000 sec): 3 clusters
  Score: Raw -9054706.983117 + Penalty 3642.441990 = -9051064.541127
  nChanged 4
		SP:Iteration 54Q (573.510000 sec): 3 clusters
  Score: Raw -9054707.048111 + Penalty 3642.441990 = -9051064.606121
  nChanged 4
		SP:Iteration 55Q (574.040000 sec): 3 clusters
  Score: Raw -9054707.119194 + Penalty 3642.441990 = -9051064.677204
  nChanged 3
		SP:Iteration 56Q (574.520000 sec): 3 clusters
  Score: Raw -9054707.181209 + Penalty 3642.441990 = -9051064.739219
  nChanged 5
		SP:Iteration 57Q (574.990000 sec): 3 clusters
  Score: Raw -9054707.253237 + Penalty 3642.441990 = -9051064.811247
  nChanged 5
		SP:Iteration 58Q (575.440000 sec): 3 clusters
  Score: Raw -9054707.306268 + Penalty 3642.441990 = -9051064.864278
  nChanged 0
		SP:Iteration 59F (575.890000 sec): 3 clusters
  Score: Raw -9054707.306268 + Penalty 3642.441990 = -9051064.864278
  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 6.56 GB.

 Trying to split cluster 4 (28205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (576.130000 sec): 2 clusters
  Score: Raw -3060089.665310 + Penalty 1665.178864 = -3058424.486446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (576.430000 sec): 3 clusters
  Score: Raw -3043054.664270 + Penalty 3330.357728 = -3039724.306543
  nChanged 13066
		SP:Iteration 1F (576.750000 sec): 3 clusters
  Score: Raw -3057391.856276 + Penalty 3330.357728 = -3054061.498549
  nChanged 3821
		SP:Iteration 2F (577.070000 sec): 3 clusters
  Score: Raw -3064939.379767 + Penalty 3330.357728 = -3061609.022039
  nChanged 3437
		SP:Iteration 3F (577.390000 sec): 3 clusters
  Score: Raw -3070262.050684 + Penalty 3330.357728 = -3066931.692957
  nChanged 2254
		SP:Iteration 4F (577.630000 sec): 3 clusters
  Score: Raw -3072602.929033 + Penalty 3330.357728 = -3069272.571306
  nChanged 1250
		SP:Iteration 5Q (577.940000 sec): 3 clusters
  Score: Raw -3073489.751366 + Penalty 3330.357728 = -3070159.393639
  nChanged 675
		SP:Iteration 6Q (578.210000 sec): 3 clusters
  Score: Raw -3073823.353736 + Penalty 3330.357728 = -3070492.996008
  nChanged 406
		SP:Iteration 7Q (578.490000 sec): 3 clusters
  Score: Raw -3073965.811895 + Penalty 3330.357728 = -3070635.454168
  nChanged 267
		SP:Iteration 8Q (578.760000 sec): 3 clusters
  Score: Raw -3074053.687126 + Penalty 3330.357728 = -3070723.329399
  nChanged 211
		SP:Iteration 9Q (579.060000 sec): 3 clusters
  Score: Raw -3074115.911638 + Penalty 3330.357728 = -3070785.553911
  nChanged 176
		SP:Iteration 10Q (579.330000 sec): 3 clusters
  Score: Raw -3074160.845335 + Penalty 3330.357728 = -3070830.487607
  nChanged 165
		SP:Iteration 11Q (579.600000 sec): 3 clusters
  Score: Raw -3074200.823044 + Penalty 3330.357728 = -3070870.465317
  nChanged 145
		SP:Iteration 12Q (579.880000 sec): 3 clusters
  Score: Raw -3074239.118196 + Penalty 3330.357728 = -3070908.760468
  nChanged 139
		SP:Iteration 13Q (580.160000 sec): 3 clusters
  Score: Raw -3074275.071768 + Penalty 3330.357728 = -3070944.714040
  nChanged 120
		SP:Iteration 14Q (580.460000 sec): 3 clusters
  Score: Raw -3074309.002990 + Penalty 3330.357728 = -3070978.645263
  nChanged 125
		SP:Iteration 15Q (580.740000 sec): 3 clusters
  Score: Raw -3074343.652324 + Penalty 3330.357728 = -3071013.294596
  nChanged 136
		SP:Iteration 16Q (580.980000 sec): 3 clusters
  Score: Raw -3074388.248259 + Penalty 3330.357728 = -3071057.890531
  nChanged 142
		SP:Iteration 17Q (581.260000 sec): 3 clusters
  Score: Raw -3074439.485375 + Penalty 3330.357728 = -3071109.127648
  nChanged 150
		SP:Iteration 18Q (581.560000 sec): 3 clusters
  Score: Raw -3074484.749911 + Penalty 3330.357728 = -3071154.392183
  nChanged 118
		SP:Iteration 19Q (581.850000 sec): 3 clusters
  Score: Raw -3074510.588018 + Penalty 3330.357728 = -3071180.230290
  nChanged 95
		SP:Iteration 20F (582.120000 sec): 3 clusters
  Score: Raw -3074529.766371 + Penalty 3330.357728 = -3071199.408643
  nChanged 88
		SP:Iteration 21Q (582.430000 sec): 3 clusters
  Score: Raw -3074545.172251 + Penalty 3330.357728 = -3071214.814524
  nChanged 79
		SP:Iteration 22Q (582.680000 sec): 3 clusters
  Score: Raw -3074556.709918 + Penalty 3330.357728 = -3071226.352190
  nChanged 67
		SP:Iteration 23Q (582.980000 sec): 3 clusters
  Score: Raw -3074565.592267 + Penalty 3330.357728 = -3071235.234540
  nChanged 61
		SP:Iteration 24Q (583.260000 sec): 3 clusters
  Score: Raw -3074573.785937 + Penalty 3330.357728 = -3071243.428209
  nChanged 58
		SP:Iteration 25Q (583.500000 sec): 3 clusters
  Score: Raw -3074578.634423 + Penalty 3330.357728 = -3071248.276695
  nChanged 35
		SP:Iteration 26Q (583.780000 sec): 3 clusters
  Score: Raw -3074580.422159 + Penalty 3330.357728 = -3071250.064431
  nChanged 21
		SP:Iteration 27Q (584.070000 sec): 3 clusters
  Score: Raw -3074581.896049 + Penalty 3330.357728 = -3071251.538322
  nChanged 21
		SP:Iteration 28Q (584.390000 sec): 3 clusters
  Score: Raw -3074582.931295 + Penalty 3330.357728 = -3071252.573568
  nChanged 16
		SP:Iteration 29Q (584.640000 sec): 3 clusters
  Score: Raw -3074583.698404 + Penalty 3330.357728 = -3071253.340676
  nChanged 7
		SP:Iteration 30Q (584.910000 sec): 3 clusters
  Score: Raw -3074583.957055 + Penalty 3330.357728 = -3071253.599327
  nChanged 8
		SP:Iteration 31Q (585.170000 sec): 3 clusters
  Score: Raw -3074584.132738 + Penalty 3330.357728 = -3071253.775010
  nChanged 7
		SP:Iteration 32Q (585.480000 sec): 3 clusters
  Score: Raw -3074584.442841 + Penalty 3330.357728 = -3071254.085113
  nChanged 10
		SP:Iteration 33Q (585.780000 sec): 3 clusters
  Score: Raw -3074584.778199 + Penalty 3330.357728 = -3071254.420471
  nChanged 5
		SP:Iteration 34Q (586.060000 sec): 3 clusters
  Score: Raw -3074584.990110 + Penalty 3330.357728 = -3071254.632383
  nChanged 5
		SP:Iteration 35Q (586.340000 sec): 3 clusters
  Score: Raw -3074585.139146 + Penalty 3330.357728 = -3071254.781418
  nChanged 3
		SP:Iteration 36Q (586.630000 sec): 3 clusters
  Score: Raw -3074585.245553 + Penalty 3330.357728 = -3071254.887826
  nChanged 1
		SP:Iteration 37Q (586.930000 sec): 3 clusters
  Score: Raw -3074585.268864 + Penalty 3330.357728 = -3071254.911136
  nChanged 2
		SP:Iteration 38Q (587.240000 sec): 3 clusters
  Score: Raw -3074585.334673 + Penalty 3330.357728 = -3071254.976946
  nChanged 1
		SP:Iteration 39Q (587.520000 sec): 3 clusters
  Score: Raw -3074585.348409 + Penalty 3330.357728 = -3071254.990681
  nChanged 2
		SP:Iteration 40F (587.800000 sec): 3 clusters
  Score: Raw -3074585.407288 + Penalty 3330.357728 = -3071255.049560
  nChanged 2
		SP:Iteration 41Q (588.100000 sec): 3 clusters
  Score: Raw -3074585.472493 + Penalty 3330.357728 = -3071255.114766
  nChanged 0
		SP:Iteration 42F (588.360000 sec): 3 clusters
  Score: Raw -3074585.472493 + Penalty 3330.357728 = -3071255.114766
  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 6.56 GB.

 Trying to split cluster 5 (2012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (588.480000 sec): 2 clusters
  Score: Raw -143504.021238 + Penalty 1236.118736 = -142267.902502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (588.670000 sec): 3 clusters
  Score: Raw -143220.651448 + Penalty 2472.237473 = -140748.413976
  nChanged 857
		SP:Iteration 1F (588.850000 sec): 3 clusters
  Score: Raw -145879.832289 + Penalty 2472.237473 = -143407.594817
  nChanged 270
		SP:Iteration 2F (589.040000 sec): 3 clusters
  Score: Raw -147314.646931 + Penalty 2472.237473 = -144842.409458
  nChanged 158
		SP:Iteration 3F (589.190000 sec): 3 clusters
  Score: Raw -148937.497070 + Penalty 2472.237473 = -146465.259598
  nChanged 182
		SP:Iteration 4F (589.390000 sec): 3 clusters
  Score: Raw -151240.488228 + Penalty 2472.237473 = -148768.250755
  nChanged 117
		SP:Iteration 5F (589.600000 sec): 3 clusters
  Score: Raw -152730.395304 + Penalty 2472.237473 = -150258.157832
  nChanged 80
		SP:Iteration 6Q (589.700000 sec): 3 clusters
  Score: Raw -153884.085365 + Penalty 2472.237473 = -151411.847893
  nChanged 66
		SP:Iteration 7Q (589.870000 sec): 3 clusters
  Score: Raw -154306.253223 + Penalty 2472.237473 = -151834.015751
  nChanged 39
		SP:Iteration 8Q (590.090000 sec): 3 clusters
  Score: Raw -154546.536666 + Penalty 2472.237473 = -152074.299193
  nChanged 28
		SP:Iteration 9Q (590.210000 sec): 3 clusters
  Score: Raw -154718.734406 + Penalty 2472.237473 = -152246.496934
  nChanged 19
		SP:Iteration 10Q (590.380000 sec): 3 clusters
  Score: Raw -154951.955989 + Penalty 2472.237473 = -152479.718516
  nChanged 21
		SP:Iteration 11Q (590.580000 sec): 3 clusters
  Score: Raw -155157.380541 + Penalty 2472.237473 = -152685.143068
  nChanged 15
		SP:Iteration 12Q (590.740000 sec): 3 clusters
  Score: Raw -155528.108198 + Penalty 2472.237473 = -153055.870725
  nChanged 22
		SP:Iteration 13Q (590.940000 sec): 3 clusters
  Score: Raw -155678.240203 + Penalty 2472.237473 = -153206.002730
  nChanged 17
		SP:Iteration 14Q (591.100000 sec): 3 clusters
  Score: Raw -155872.142006 + Penalty 2472.237473 = -153399.904533
  nChanged 17
		SP:Iteration 15Q (591.300000 sec): 3 clusters
  Score: Raw -156317.169325 + Penalty 2472.237473 = -153844.931853
  nChanged 13
		SP:Iteration 16Q (591.480000 sec): 3 clusters
  Score: Raw -156714.439539 + Penalty 2472.237473 = -154242.202066
  nChanged 9
		SP:Iteration 17Q (591.660000 sec): 3 clusters
  Score: Raw -156761.859932 + Penalty 2472.237473 = -154289.622460
  nChanged 3
		SP:Iteration 18Q (591.810000 sec): 3 clusters
  Score: Raw -156763.862212 + Penalty 2472.237473 = -154291.624739
  nChanged 0
		SP:Iteration 19F (591.980000 sec): 3 clusters
  Score: Raw -156770.527766 + Penalty 2472.237473 = -154298.290293
  nChanged 3
		SP:Iteration 20F (592.180000 sec): 3 clusters
  Score: Raw -156813.683795 + Penalty 2472.237473 = -154341.446322
  nChanged 7
		SP:Iteration 21Q (592.330000 sec): 3 clusters
  Score: Raw -156946.872255 + Penalty 2472.237473 = -154474.634782
  nChanged 6
		SP:Iteration 22Q (592.500000 sec): 3 clusters
  Score: Raw -156983.524641 + Penalty 2472.237473 = -154511.287168
  nChanged 1
		SP:Iteration 23Q (592.670000 sec): 3 clusters
  Score: Raw -156985.426683 + Penalty 2472.237473 = -154513.189210
  nChanged 1
		SP:Iteration 24Q (592.840000 sec): 3 clusters
  Score: Raw -156988.259739 + Penalty 2472.237473 = -154516.022267
  nChanged 3
		SP:Iteration 25Q (593.020000 sec): 3 clusters
  Score: Raw -156999.822689 + Penalty 2472.237473 = -154527.585216
  nChanged 5
		SP:Iteration 26Q (593.160000 sec): 3 clusters
  Score: Raw -157088.842479 + Penalty 2472.237473 = -154616.605007
  nChanged 14
		SP:Iteration 27Q (593.360000 sec): 3 clusters
  Score: Raw -157669.893029 + Penalty 2472.237473 = -155197.655556
  nChanged 4
		SP:Iteration 28Q (593.520000 sec): 3 clusters
  Score: Raw -157675.636711 + Penalty 2472.237473 = -155203.399239
  nChanged 0
		SP:Iteration 29F (593.670000 sec): 3 clusters
  Score: Raw -157675.636711 + Penalty 2472.237473 = -155203.399239
  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 6.56 GB.

 Trying to split cluster 6 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (593.800000 sec): 2 clusters
  Score: Raw -293647.733520 + Penalty 1289.881413 = -292357.852106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (594.010000 sec): 3 clusters
  Score: Raw -292627.438436 + Penalty 2579.762827 = -290047.675609
  nChanged 1111
		SP:Iteration 1F (594.160000 sec): 3 clusters
  Score: Raw -295710.407806 + Penalty 2579.762827 = -293130.644979
  nChanged 491
		SP:Iteration 2F (594.310000 sec): 3 clusters
  Score: Raw -298400.479291 + Penalty 2579.762827 = -295820.716464
  nChanged 275
		SP:Iteration 3F (594.490000 sec): 3 clusters
  Score: Raw -300395.464270 + Penalty 2579.762827 = -297815.701443
  nChanged 147
		SP:Iteration 4F (594.680000 sec): 3 clusters
  Score: Raw -301321.407870 + Penalty 2579.762827 = -298741.645043
  nChanged 43
		SP:Iteration 5Q (594.850000 sec): 3 clusters
  Score: Raw -301534.959499 + Penalty 2579.762827 = -298955.196672
  nChanged 26
		SP:Iteration 6Q (595.050000 sec): 3 clusters
  Score: Raw -301676.604145 + Penalty 2579.762827 = -299096.841318
  nChanged 16
		SP:Iteration 7Q (595.180000 sec): 3 clusters
  Score: Raw -301759.002176 + Penalty 2579.762827 = -299179.239349
  nChanged 10
		SP:Iteration 8Q (595.370000 sec): 3 clusters
  Score: Raw -301802.960203 + Penalty 2579.762827 = -299223.197376
  nChanged 4
		SP:Iteration 9Q (595.540000 sec): 3 clusters
  Score: Raw -301847.917867 + Penalty 2579.762827 = -299268.155040
  nChanged 2
		SP:Iteration 10Q (595.720000 sec): 3 clusters
  Score: Raw -301863.499246 + Penalty 2579.762827 = -299283.736419
  nChanged 2
		SP:Iteration 11Q (595.920000 sec): 3 clusters
  Score: Raw -301865.519214 + Penalty 2579.762827 = -299285.756387
  nChanged 0
		SP:Iteration 12F (596.080000 sec): 3 clusters
  Score: Raw -301877.250284 + Penalty 2579.762827 = -299297.487457
  nChanged 5
		SP:Iteration 13Q (596.240000 sec): 3 clusters
  Score: Raw -301888.237281 + Penalty 2579.762827 = -299308.474454
  nChanged 4
		SP:Iteration 14Q (596.420000 sec): 3 clusters
  Score: Raw -301899.980879 + Penalty 2579.762827 = -299320.218052
  nChanged 4
		SP:Iteration 15Q (596.620000 sec): 3 clusters
  Score: Raw -301934.342683 + Penalty 2579.762827 = -299354.579856
  nChanged 5
		SP:Iteration 16Q (596.790000 sec): 3 clusters
  Score: Raw -301969.033928 + Penalty 2579.762827 = -299389.271101
  nChanged 8
		SP:Iteration 17Q (596.960000 sec): 3 clusters
  Score: Raw -301999.551343 + Penalty 2579.762827 = -299419.788516
  nChanged 2
		SP:Iteration 18Q (597.160000 sec): 3 clusters
  Score: Raw -302014.034602 + Penalty 2579.762827 = -299434.271775
  nChanged 2
		SP:Iteration 19Q (597.310000 sec): 3 clusters
  Score: Raw -302037.857751 + Penalty 2579.762827 = -299458.094924
  nChanged 2
		SP:Iteration 20F (597.490000 sec): 3 clusters
  Score: Raw -302049.409843 + Penalty 2579.762827 = -299469.647016
  nChanged 3
		SP:Iteration 21Q (597.710000 sec): 3 clusters
  Score: Raw -302065.870140 + Penalty 2579.762827 = -299486.107314
  nChanged 0
		SP:Iteration 22F (597.890000 sec): 3 clusters
  Score: Raw -302065.870140 + Penalty 2579.762827 = -299486.107314
  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 6.56 GB.

 Trying to split cluster 7 (137593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (598.920000 sec): 2 clusters
  Score: Raw -16425029.543841 + Penalty 1922.708991 = -16423106.834850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (599.690000 sec): 3 clusters
  Score: Raw -16334880.283471 + Penalty 3845.417983 = -16331034.865488
  nChanged 66429
		SP:Iteration 1F (600.470000 sec): 3 clusters
  Score: Raw -16391272.019384 + Penalty 3845.417983 = -16387426.601401
  nChanged 18703
		SP:Iteration 2F (601.230000 sec): 3 clusters
  Score: Raw -16433888.117833 + Penalty 3845.417983 = -16430042.699850
  nChanged 23942
		SP:Iteration 3F (602.050000 sec): 3 clusters
  Score: Raw -16474667.821729 + Penalty 3845.417983 = -16470822.403746
  nChanged 12818
		SP:Iteration 4F (602.830000 sec): 3 clusters
  Score: Raw -16486514.427240 + Penalty 3845.417983 = -16482669.009257
  nChanged 5112
		SP:Iteration 5Q (603.610000 sec): 3 clusters
  Score: Raw -16489455.924691 + Penalty 3845.417983 = -16485610.506708
  nChanged 2918
		SP:Iteration 6Q (604.330000 sec): 3 clusters
  Score: Raw -16491289.103378 + Penalty 3845.417983 = -16487443.685395
  nChanged 2512
		SP:Iteration 7Q (605.060000 sec): 3 clusters
  Score: Raw -16493218.857069 + Penalty 3845.417983 = -16489373.439086
  nChanged 2449
		SP:Iteration 8Q (605.860000 sec): 3 clusters
  Score: Raw -16495337.213053 + Penalty 3845.417983 = -16491491.795070
  nChanged 2302
		SP:Iteration 9Q (606.700000 sec): 3 clusters
  Score: Raw -16497140.090680 + Penalty 3845.417983 = -16493294.672697
  nChanged 1976
		SP:Iteration 10Q (607.490000 sec): 3 clusters
  Score: Raw -16498248.226562 + Penalty 3845.417983 = -16494402.808579
  nChanged 1372
		SP:Iteration 11Q (608.300000 sec): 3 clusters
  Score: Raw -16498691.641291 + Penalty 3845.417983 = -16494846.223308
  nChanged 839
		SP:Iteration 12Q (609.100000 sec): 3 clusters
  Score: Raw -16498837.522315 + Penalty 3845.417983 = -16494992.104332
  nChanged 525
		SP:Iteration 13Q (609.870000 sec): 3 clusters
  Score: Raw -16498891.561857 + Penalty 3845.417983 = -16495046.143874
  nChanged 324
		SP:Iteration 14Q (610.610000 sec): 3 clusters
  Score: Raw -16498912.709920 + Penalty 3845.417983 = -16495067.291938
  nChanged 237
		SP:Iteration 15Q (611.350000 sec): 3 clusters
  Score: Raw -16498924.383742 + Penalty 3845.417983 = -16495078.965759
  nChanged 162
		SP:Iteration 16Q (612.150000 sec): 3 clusters
  Score: Raw -16498930.666378 + Penalty 3845.417983 = -16495085.248395
  nChanged 119
		SP:Iteration 17Q (612.970000 sec): 3 clusters
  Score: Raw -16498934.550326 + Penalty 3845.417983 = -16495089.132343
  nChanged 95
		SP:Iteration 18Q (613.800000 sec): 3 clusters
  Score: Raw -16498937.731888 + Penalty 3845.417983 = -16495092.313905
  nChanged 92
		SP:Iteration 19Q (614.630000 sec): 3 clusters
  Score: Raw -16498940.865717 + Penalty 3845.417983 = -16495095.447735
  nChanged 91
		SP:Iteration 20F (615.410000 sec): 3 clusters
  Score: Raw -16498943.888786 + Penalty 3845.417983 = -16495098.470803
  nChanged 80
		SP:Iteration 21Q (616.190000 sec): 3 clusters
  Score: Raw -16498946.551427 + Penalty 3845.417983 = -16495101.133444
  nChanged 66
		SP:Iteration 22Q (617.030000 sec): 3 clusters
  Score: Raw -16498948.375794 + Penalty 3845.417983 = -16495102.957811
  nChanged 69
		SP:Iteration 23Q (617.820000 sec): 3 clusters
  Score: Raw -16498950.062566 + Penalty 3845.417983 = -16495104.644583
  nChanged 56
		SP:Iteration 24Q (618.590000 sec): 3 clusters
  Score: Raw -16498951.490910 + Penalty 3845.417983 = -16495106.072928
  nChanged 52
		SP:Iteration 25Q (619.380000 sec): 3 clusters
  Score: Raw -16498952.977339 + Penalty 3845.417983 = -16495107.559357
  nChanged 44
		SP:Iteration 26Q (620.240000 sec): 3 clusters
  Score: Raw -16498953.901992 + Penalty 3845.417983 = -16495108.484010
  nChanged 40
		SP:Iteration 27Q (621.020000 sec): 3 clusters
  Score: Raw -16498954.765346 + Penalty 3845.417983 = -16495109.347363
  nChanged 37
		SP:Iteration 28Q (621.760000 sec): 3 clusters
  Score: Raw -16498955.492593 + Penalty 3845.417983 = -16495110.074611
  nChanged 44
		SP:Iteration 29Q (622.590000 sec): 3 clusters
  Score: Raw -16498956.475450 + Penalty 3845.417983 = -16495111.057468
  nChanged 39
		SP:Iteration 30Q (623.400000 sec): 3 clusters
  Score: Raw -16498957.245100 + Penalty 3845.417983 = -16495111.827117
  nChanged 32
		SP:Iteration 31Q (624.210000 sec): 3 clusters
  Score: Raw -16498957.851038 + Penalty 3845.417983 = -16495112.433056
  nChanged 22
		SP:Iteration 32Q (625.000000 sec): 3 clusters
  Score: Raw -16498958.185889 + Penalty 3845.417983 = -16495112.767906
  nChanged 28
		SP:Iteration 33Q (625.810000 sec): 3 clusters
  Score: Raw -16498958.711612 + Penalty 3845.417983 = -16495113.293629
  nChanged 30
		SP:Iteration 34Q (626.630000 sec): 3 clusters
  Score: Raw -16498959.157935 + Penalty 3845.417983 = -16495113.739953
  nChanged 27
		SP:Iteration 35Q (627.450000 sec): 3 clusters
  Score: Raw -16498959.604318 + Penalty 3845.417983 = -16495114.186336
  nChanged 21
		SP:Iteration 36Q (628.240000 sec): 3 clusters
  Score: Raw -16498959.941565 + Penalty 3845.417983 = -16495114.523582
  nChanged 20
		SP:Iteration 37Q (629.040000 sec): 3 clusters
  Score: Raw -16498960.222315 + Penalty 3845.417983 = -16495114.804333
  nChanged 16
		SP:Iteration 38Q (629.800000 sec): 3 clusters
  Score: Raw -16498960.450049 + Penalty 3845.417983 = -16495115.032067
  nChanged 10
		SP:Iteration 39Q (630.560000 sec): 3 clusters
  Score: Raw -16498960.565773 + Penalty 3845.417983 = -16495115.147791
  nChanged 3
		SP:Iteration 40F (631.370000 sec): 3 clusters
  Score: Raw -16498960.602771 + Penalty 3845.417983 = -16495115.184788
  nChanged 6
		SP:Iteration 41Q (632.130000 sec): 3 clusters
  Score: Raw -16498960.646321 + Penalty 3845.417983 = -16495115.228338
  nChanged 2
		SP:Iteration 42Q (632.910000 sec): 3 clusters
  Score: Raw -16498960.658651 + Penalty 3845.417983 = -16495115.240668
  nChanged 0
		SP:Iteration 43F (633.730000 sec): 3 clusters
  Score: Raw -16498960.658651 + Penalty 3845.417983 = -16495115.240668
  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 6.56 GB.

 Trying to split cluster 8 (40456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (634.110000 sec): 2 clusters
  Score: Raw -4895898.982576 + Penalty 1723.795164 = -4894175.187412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (634.530000 sec): 3 clusters
  Score: Raw -4870610.508977 + Penalty 3447.590329 = -4867162.918648
  nChanged 18688
		SP:Iteration 1F (634.910000 sec): 3 clusters
  Score: Raw -4881731.439564 + Penalty 3447.590329 = -4878283.849235
  nChanged 2855
		SP:Iteration 2F (635.280000 sec): 3 clusters
  Score: Raw -4884381.434520 + Penalty 3447.590329 = -4880933.844191
  nChanged 4036
		SP:Iteration 3F (635.610000 sec): 3 clusters
  Score: Raw -4889528.331360 + Penalty 3447.590329 = -4886080.741031
  nChanged 4725
		SP:Iteration 4F (635.990000 sec): 3 clusters
  Score: Raw -4895911.189100 + Penalty 3447.590329 = -4892463.598771
  nChanged 3979
		SP:Iteration 5F (636.350000 sec): 3 clusters
  Score: Raw -4900877.279710 + Penalty 3447.590329 = -4897429.689381
  nChanged 2874
		SP:Iteration 6F (636.670000 sec): 3 clusters
  Score: Raw -4904365.768204 + Penalty 3447.590329 = -4900918.177875
  nChanged 2030
		SP:Iteration 7F (637.010000 sec): 3 clusters
  Score: Raw -4907014.181126 + Penalty 3447.590329 = -4903566.590798
  nChanged 1395
		SP:Iteration 8Q (637.340000 sec): 3 clusters
  Score: Raw -4908428.798331 + Penalty 3447.590329 = -4904981.208002
  nChanged 1001
		SP:Iteration 9Q (637.660000 sec): 3 clusters
  Score: Raw -4909154.253057 + Penalty 3447.590329 = -4905706.662728
  nChanged 718
		SP:Iteration 10Q (638.000000 sec): 3 clusters
  Score: Raw -4909542.368437 + Penalty 3447.590329 = -4906094.778108
  nChanged 524
		SP:Iteration 11Q (638.350000 sec): 3 clusters
  Score: Raw -4909750.020691 + Penalty 3447.590329 = -4906302.430362
  nChanged 425
		SP:Iteration 12Q (638.690000 sec): 3 clusters
  Score: Raw -4909880.561997 + Penalty 3447.590329 = -4906432.971668
  nChanged 318
		SP:Iteration 13Q (639.050000 sec): 3 clusters
  Score: Raw -4909958.439045 + Penalty 3447.590329 = -4906510.848716
  nChanged 266
		SP:Iteration 14Q (639.400000 sec): 3 clusters
  Score: Raw -4910011.520005 + Penalty 3447.590329 = -4906563.929677
  nChanged 213
		SP:Iteration 15Q (639.750000 sec): 3 clusters
  Score: Raw -4910049.212683 + Penalty 3447.590329 = -4906601.622354
  nChanged 184
		SP:Iteration 16Q (640.070000 sec): 3 clusters
  Score: Raw -4910075.627051 + Penalty 3447.590329 = -4906628.036722
  nChanged 168
		SP:Iteration 17Q (640.410000 sec): 3 clusters
  Score: Raw -4910101.321597 + Penalty 3447.590329 = -4906653.731268
  nChanged 154
		SP:Iteration 18Q (640.760000 sec): 3 clusters
  Score: Raw -4910123.108158 + Penalty 3447.590329 = -4906675.517829
  nChanged 140
		SP:Iteration 19Q (641.130000 sec): 3 clusters
  Score: Raw -4910139.389005 + Penalty 3447.590329 = -4906691.798676
  nChanged 107
		SP:Iteration 20F (641.490000 sec): 3 clusters
  Score: Raw -4910150.122044 + Penalty 3447.590329 = -4906702.531715
  nChanged 96
		SP:Iteration 21Q (641.850000 sec): 3 clusters
  Score: Raw -4910159.632306 + Penalty 3447.590329 = -4906712.041977
  nChanged 96
		SP:Iteration 22Q (642.170000 sec): 3 clusters
  Score: Raw -4910170.467994 + Penalty 3447.590329 = -4906722.877665
  nChanged 104
		SP:Iteration 23Q (642.500000 sec): 3 clusters
  Score: Raw -4910184.231139 + Penalty 3447.590329 = -4906736.640810
  nChanged 110
		SP:Iteration 24Q (642.860000 sec): 3 clusters
  Score: Raw -4910197.403209 + Penalty 3447.590329 = -4906749.812880
  nChanged 103
		SP:Iteration 25Q (643.200000 sec): 3 clusters
  Score: Raw -4910209.185438 + Penalty 3447.590329 = -4906761.595109
  nChanged 108
		SP:Iteration 26Q (643.510000 sec): 3 clusters
  Score: Raw -4910222.537964 + Penalty 3447.590329 = -4906774.947636
  nChanged 107
		SP:Iteration 27Q (643.860000 sec): 3 clusters
  Score: Raw -4910234.357227 + Penalty 3447.590329 = -4906786.766898
  nChanged 98
		SP:Iteration 28Q (644.210000 sec): 3 clusters
  Score: Raw -4910244.797963 + Penalty 3447.590329 = -4906797.207634
  nChanged 89
		SP:Iteration 29Q (644.520000 sec): 3 clusters
  Score: Raw -4910254.050618 + Penalty 3447.590329 = -4906806.460289
  nChanged 84
		SP:Iteration 30Q (644.890000 sec): 3 clusters
  Score: Raw -4910261.220489 + Penalty 3447.590329 = -4906813.630160
  nChanged 64
		SP:Iteration 31Q (645.220000 sec): 3 clusters
  Score: Raw -4910265.695727 + Penalty 3447.590329 = -4906818.105399
  nChanged 54
		SP:Iteration 32Q (645.560000 sec): 3 clusters
  Score: Raw -4910269.343737 + Penalty 3447.590329 = -4906821.753408
  nChanged 48
		SP:Iteration 33Q (645.900000 sec): 3 clusters
  Score: Raw -4910272.396564 + Penalty 3447.590329 = -4906824.806235
  nChanged 57
		SP:Iteration 34Q (646.300000 sec): 3 clusters
  Score: Raw -4910277.283123 + Penalty 3447.590329 = -4906829.692794
  nChanged 75
		SP:Iteration 35Q (646.660000 sec): 3 clusters
  Score: Raw -4910284.714033 + Penalty 3447.590329 = -4906837.123704
  nChanged 83
		SP:Iteration 36Q (647.030000 sec): 3 clusters
  Score: Raw -4910295.480264 + Penalty 3447.590329 = -4906847.889935
  nChanged 104
		SP:Iteration 37Q (647.360000 sec): 3 clusters
  Score: Raw -4910310.593052 + Penalty 3447.590329 = -4906863.002723
  nChanged 112
		SP:Iteration 38Q (647.730000 sec): 3 clusters
  Score: Raw -4910330.997841 + Penalty 3447.590329 = -4906883.407512
  nChanged 141
		SP:Iteration 39Q (648.050000 sec): 3 clusters
  Score: Raw -4910363.878604 + Penalty 3447.590329 = -4906916.288276
  nChanged 178
		SP:Iteration 40F (648.360000 sec): 3 clusters
  Score: Raw -4910411.273863 + Penalty 3447.590329 = -4906963.683534
  nChanged 227
		SP:Iteration 41Q (648.700000 sec): 3 clusters
  Score: Raw -4910493.461623 + Penalty 3447.590329 = -4907045.871294
  nChanged 294
		SP:Iteration 42Q (649.090000 sec): 3 clusters
  Score: Raw -4910650.508151 + Penalty 3447.590329 = -4907202.917822
  nChanged 384
		SP:Iteration 43Q (649.380000 sec): 3 clusters
  Score: Raw -4910940.277634 + Penalty 3447.590329 = -4907492.687305
  nChanged 472
		SP:Iteration 44Q (649.770000 sec): 3 clusters
  Score: Raw -4911361.262041 + Penalty 3447.590329 = -4907913.671712
  nChanged 470
		SP:Iteration 45Q (650.120000 sec): 3 clusters
  Score: Raw -4911727.041873 + Penalty 3447.590329 = -4908279.451544
  nChanged 346
		SP:Iteration 46Q (650.460000 sec): 3 clusters
  Score: Raw -4911877.584288 + Penalty 3447.590329 = -4908429.993960
  nChanged 231
		SP:Iteration 47Q (650.790000 sec): 3 clusters
  Score: Raw -4911937.639037 + Penalty 3447.590329 = -4908490.048708
  nChanged 153
		SP:Iteration 48Q (651.150000 sec): 3 clusters
  Score: Raw -4911963.164269 + Penalty 3447.590329 = -4908515.573941
  nChanged 99
		SP:Iteration 49Q (651.480000 sec): 3 clusters
  Score: Raw -4911979.676620 + Penalty 3447.590329 = -4908532.086292
  nChanged 68
		SP:Iteration 50Q (651.830000 sec): 3 clusters
  Score: Raw -4911992.731085 + Penalty 3447.590329 = -4908545.140757
  nChanged 58
		SP:Iteration 51Q (652.130000 sec): 3 clusters
  Score: Raw -4912004.012711 + Penalty 3447.590329 = -4908556.422382
  nChanged 53
		SP:Iteration 52Q (652.470000 sec): 3 clusters
  Score: Raw -4912017.082560 + Penalty 3447.590329 = -4908569.492231
  nChanged 71
		SP:Iteration 53Q (652.830000 sec): 3 clusters
  Score: Raw -4912038.290088 + Penalty 3447.590329 = -4908590.699759
  nChanged 80
		SP:Iteration 54Q (653.150000 sec): 3 clusters
  Score: Raw -4912067.875316 + Penalty 3447.590329 = -4908620.284987
  nChanged 97
		SP:Iteration 55Q (653.460000 sec): 3 clusters
  Score: Raw -4912115.675491 + Penalty 3447.590329 = -4908668.085162
  nChanged 122
		SP:Iteration 56Q (653.860000 sec): 3 clusters
  Score: Raw -4912191.025566 + Penalty 3447.590329 = -4908743.435237
  nChanged 129
		SP:Iteration 57Q (654.210000 sec): 3 clusters
  Score: Raw -4912298.864482 + Penalty 3447.590329 = -4908851.274153
  nChanged 161
		SP:Iteration 58Q (654.560000 sec): 3 clusters
  Score: Raw -4912441.108522 + Penalty 3447.590329 = -4908993.518194
  nChanged 145
		SP:Iteration 59Q (654.960000 sec): 3 clusters
  Score: Raw -4912519.678656 + Penalty 3447.590329 = -4909072.088327
  nChanged 123
		SP:Iteration 60F (655.330000 sec): 3 clusters
  Score: Raw -4912614.240161 + Penalty 3447.590329 = -4909166.649832
  nChanged 115
		SP:Iteration 61Q (655.710000 sec): 3 clusters
  Score: Raw -4912663.309952 + Penalty 3447.590329 = -4909215.719623
  nChanged 76
		SP:Iteration 62Q (656.070000 sec): 3 clusters
  Score: Raw -4912679.302779 + Penalty 3447.590329 = -4909231.712450
  nChanged 68
		SP:Iteration 63Q (656.440000 sec): 3 clusters
  Score: Raw -4912692.112602 + Penalty 3447.590329 = -4909244.522273
  nChanged 50
		SP:Iteration 64Q (656.800000 sec): 3 clusters
  Score: Raw -4912702.619765 + Penalty 3447.590329 = -4909255.029436
  nChanged 53
		SP:Iteration 65Q (657.130000 sec): 3 clusters
  Score: Raw -4912712.245321 + Penalty 3447.590329 = -4909264.654993
  nChanged 49
		SP:Iteration 66Q (657.450000 sec): 3 clusters
  Score: Raw -4912720.746260 + Penalty 3447.590329 = -4909273.155931
  nChanged 57
		SP:Iteration 67Q (657.820000 sec): 3 clusters
  Score: Raw -4912732.494980 + Penalty 3447.590329 = -4909284.904651
  nChanged 53
		SP:Iteration 68Q (658.150000 sec): 3 clusters
  Score: Raw -4912743.676847 + Penalty 3447.590329 = -4909296.086518
  nChanged 61
		SP:Iteration 69Q (658.520000 sec): 3 clusters
  Score: Raw -4912755.273185 + Penalty 3447.590329 = -4909307.682856
  nChanged 69
		SP:Iteration 70Q (658.880000 sec): 3 clusters
  Score: Raw -4912769.656140 + Penalty 3447.590329 = -4909322.065811
  nChanged 63
		SP:Iteration 71Q (659.210000 sec): 3 clusters
  Score: Raw -4912779.968587 + Penalty 3447.590329 = -4909332.378258
  nChanged 46
		SP:Iteration 72Q (659.560000 sec): 3 clusters
  Score: Raw -4912784.512470 + Penalty 3447.590329 = -4909336.922141
  nChanged 27
		SP:Iteration 73Q (659.940000 sec): 3 clusters
  Score: Raw -4912787.254333 + Penalty 3447.590329 = -4909339.664004
  nChanged 20
		SP:Iteration 74Q (660.270000 sec): 3 clusters
  Score: Raw -4912788.960571 + Penalty 3447.590329 = -4909341.370242
  nChanged 20
		SP:Iteration 75Q (660.650000 sec): 3 clusters
  Score: Raw -4912791.095979 + Penalty 3447.590329 = -4909343.505650
  nChanged 14
		SP:Iteration 76Q (661.010000 sec): 3 clusters
  Score: Raw -4912792.275680 + Penalty 3447.590329 = -4909344.685351
  nChanged 14
		SP:Iteration 77Q (661.360000 sec): 3 clusters
  Score: Raw -4912793.250317 + Penalty 3447.590329 = -4909345.659988
  nChanged 13
		SP:Iteration 78Q (661.680000 sec): 3 clusters
  Score: Raw -4912794.296904 + Penalty 3447.590329 = -4909346.706575
  nChanged 10
		SP:Iteration 79Q (662.080000 sec): 3 clusters
  Score: Raw -4912795.132957 + Penalty 3447.590329 = -4909347.542628
  nChanged 7
		SP:Iteration 80F (662.400000 sec): 3 clusters
  Score: Raw -4912795.595640 + Penalty 3447.590329 = -4909348.005311
  nChanged 3
		SP:Iteration 81Q (662.740000 sec): 3 clusters
  Score: Raw -4912795.679937 + Penalty 3447.590329 = -4909348.089608
  nChanged 3
		SP:Iteration 82Q (663.100000 sec): 3 clusters
  Score: Raw -4912795.738757 + Penalty 3447.590329 = -4909348.148428
  nChanged 1
		SP:Iteration 83Q (663.420000 sec): 3 clusters
  Score: Raw -4912795.835220 + Penalty 3447.590329 = -4909348.244891
  nChanged 3
		SP:Iteration 84Q (663.760000 sec): 3 clusters
  Score: Raw -4912795.976973 + Penalty 3447.590329 = -4909348.386644
  nChanged 0
		SP:Iteration 85F (664.090000 sec): 3 clusters
  Score: Raw -4912795.976973 + Penalty 3447.590329 = -4909348.386644
  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 6.56 GB.

 Trying to split cluster 9 (6183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (664.200000 sec): 2 clusters
  Score: Raw -651174.855500 + Penalty 1418.553316 = -649756.302184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (664.380000 sec): 3 clusters
  Score: Raw -647954.409468 + Penalty 2837.106633 = -645117.302835
  nChanged 2649
		SP:Iteration 1F (664.560000 sec): 3 clusters
  Score: Raw -650889.879050 + Penalty 2837.106633 = -648052.772417
  nChanged 900
		SP:Iteration 2F (664.770000 sec): 3 clusters
  Score: Raw -653016.337112 + Penalty 2837.106633 = -650179.230479
  nChanged 751
		SP:Iteration 3F (664.950000 sec): 3 clusters
  Score: Raw -654623.022270 + Penalty 2837.106633 = -651785.915637
  nChanged 562
		SP:Iteration 4F (665.150000 sec): 3 clusters
  Score: Raw -656259.956235 + Penalty 2837.106633 = -653422.849602
  nChanged 457
		SP:Iteration 5F (665.350000 sec): 3 clusters
  Score: Raw -658946.689636 + Penalty 2837.106633 = -656109.583004
  nChanged 418
		SP:Iteration 6F (665.540000 sec): 3 clusters
  Score: Raw -662388.112188 + Penalty 2837.106633 = -659551.005555
  nChanged 316
		SP:Iteration 7F (665.760000 sec): 3 clusters
  Score: Raw -665785.514540 + Penalty 2837.106633 = -662948.407907
  nChanged 399
		SP:Iteration 8F (665.930000 sec): 3 clusters
  Score: Raw -673841.548124 + Penalty 2837.106633 = -671004.441491
  nChanged 256
		SP:Iteration 9Q (666.130000 sec): 3 clusters
  Score: Raw -686596.568083 + Penalty 2837.106633 = -683759.461450
  nChanged 14
		SP:Iteration 10Q (666.320000 sec): 3 clusters
  Score: Raw -689926.876508 + Penalty 2837.106633 = -687089.769875
  nChanged 3
		SP:Iteration 11Q (666.540000 sec): 3 clusters
  Score: Raw -689971.152562 + Penalty 2837.106633 = -687134.045929
  nChanged 1
		SP:Iteration 12Q (666.730000 sec): 3 clusters
  Score: Raw -689974.811954 + Penalty 2837.106633 = -687137.705321
  nChanged 0
		SP:Iteration 13F (666.920000 sec): 3 clusters
  Score: Raw -689974.811954 + Penalty 2837.106633 = -687137.705321
  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 6.56 GB.

 Trying to split cluster 10 (34234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (667.220000 sec): 2 clusters
  Score: Raw -3798543.875246 + Penalty 1696.658369 = -3796847.216876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (667.550000 sec): 3 clusters
  Score: Raw -3777663.301094 + Penalty 3393.316739 = -3774269.984356
  nChanged 15848
		SP:Iteration 1F (667.890000 sec): 3 clusters
  Score: Raw -3792210.755618 + Penalty 3393.316739 = -3788817.438880
  nChanged 4496
		SP:Iteration 2F (668.190000 sec): 3 clusters
  Score: Raw -3800822.950617 + Penalty 3393.316739 = -3797429.633878
  nChanged 4410
		SP:Iteration 3F (668.540000 sec): 3 clusters
  Score: Raw -3808592.252543 + Penalty 3393.316739 = -3805198.935804
  nChanged 3103
		SP:Iteration 4F (668.880000 sec): 3 clusters
  Score: Raw -3813272.131831 + Penalty 3393.316739 = -3809878.815092
  nChanged 2122
		SP:Iteration 5F (669.190000 sec): 3 clusters
  Score: Raw -3819308.562143 + Penalty 3393.316739 = -3815915.245404
  nChanged 1707
		SP:Iteration 6Q (669.520000 sec): 3 clusters
  Score: Raw -3827999.970589 + Penalty 3393.316739 = -3824606.653851
  nChanged 1378
		SP:Iteration 7Q (669.850000 sec): 3 clusters
  Score: Raw -3831320.920183 + Penalty 3393.316739 = -3827927.603444
  nChanged 890
		SP:Iteration 8Q (670.190000 sec): 3 clusters
  Score: Raw -3834108.042743 + Penalty 3393.316739 = -3830714.726005
  nChanged 560
		SP:Iteration 9Q (670.500000 sec): 3 clusters
  Score: Raw -3836416.789378 + Penalty 3393.316739 = -3833023.472639
  nChanged 414
		SP:Iteration 10Q (670.840000 sec): 3 clusters
  Score: Raw -3837434.044849 + Penalty 3393.316739 = -3834040.728110
  nChanged 305
		SP:Iteration 11Q (671.110000 sec): 3 clusters
  Score: Raw -3837721.640620 + Penalty 3393.316739 = -3834328.323881
  nChanged 217
		SP:Iteration 12Q (671.450000 sec): 3 clusters
  Score: Raw -3837851.500065 + Penalty 3393.316739 = -3834458.183326
  nChanged 183
		SP:Iteration 13Q (671.770000 sec): 3 clusters
  Score: Raw -3837930.912787 + Penalty 3393.316739 = -3834537.596048
  nChanged 142
		SP:Iteration 14Q (672.080000 sec): 3 clusters
  Score: Raw -3837994.504246 + Penalty 3393.316739 = -3834601.187507
  nChanged 110
		SP:Iteration 15Q (672.360000 sec): 3 clusters
  Score: Raw -3838031.361866 + Penalty 3393.316739 = -3834638.045127
  nChanged 86
		SP:Iteration 16Q (672.640000 sec): 3 clusters
  Score: Raw -3838054.620345 + Penalty 3393.316739 = -3834661.303606
  nChanged 62
		SP:Iteration 17Q (672.910000 sec): 3 clusters
  Score: Raw -3838076.924959 + Penalty 3393.316739 = -3834683.608220
  nChanged 65
		SP:Iteration 18Q (673.230000 sec): 3 clusters
  Score: Raw -3838091.881291 + Penalty 3393.316739 = -3834698.564552
  nChanged 54
		SP:Iteration 19Q (673.550000 sec): 3 clusters
  Score: Raw -3838107.663621 + Penalty 3393.316739 = -3834714.346883
  nChanged 39
		SP:Iteration 20F (673.850000 sec): 3 clusters
  Score: Raw -3838130.183315 + Penalty 3393.316739 = -3834736.866576
  nChanged 50
		SP:Iteration 21Q (674.180000 sec): 3 clusters
  Score: Raw -3838139.819817 + Penalty 3393.316739 = -3834746.503078
  nChanged 40
		SP:Iteration 22Q (674.540000 sec): 3 clusters
  Score: Raw -3838145.056379 + Penalty 3393.316739 = -3834751.739640
  nChanged 31
		SP:Iteration 23Q (674.900000 sec): 3 clusters
  Score: Raw -3838148.307388 + Penalty 3393.316739 = -3834754.990650
  nChanged 18
		SP:Iteration 24Q (675.200000 sec): 3 clusters
  Score: Raw -3838149.581300 + Penalty 3393.316739 = -3834756.264561
  nChanged 12
		SP:Iteration 25Q (675.550000 sec): 3 clusters
  Score: Raw -3838150.488033 + Penalty 3393.316739 = -3834757.171294
  nChanged 10
		SP:Iteration 26Q (675.840000 sec): 3 clusters
  Score: Raw -3838150.954921 + Penalty 3393.316739 = -3834757.638182
  nChanged 3
		SP:Iteration 27Q (676.180000 sec): 3 clusters
  Score: Raw -3838151.073459 + Penalty 3393.316739 = -3834757.756720
  nChanged 2
		SP:Iteration 28Q (676.470000 sec): 3 clusters
  Score: Raw -3838151.124380 + Penalty 3393.316739 = -3834757.807641
  nChanged 0
		SP:Iteration 29F (676.840000 sec): 3 clusters
  Score: Raw -3838151.124380 + Penalty 3393.316739 = -3834757.807641
  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 6.56 GB.

 Trying to split cluster 11 (14996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (676.980000 sec): 2 clusters
  Score: Raw -1523544.313566 + Penalty 1562.525051 = -1521981.788514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (677.220000 sec): 3 clusters
  Score: Raw -1515247.145115 + Penalty 3125.050103 = -1512122.095012
  nChanged 6827
		SP:Iteration 1F (677.520000 sec): 3 clusters
  Score: Raw -1524697.954310 + Penalty 3125.050103 = -1521572.904207
  nChanged 2330
		SP:Iteration 2F (677.720000 sec): 3 clusters
  Score: Raw -1529916.514379 + Penalty 3125.050103 = -1526791.464276
  nChanged 1617
		SP:Iteration 3F (678.020000 sec): 3 clusters
  Score: Raw -1532479.824619 + Penalty 3125.050103 = -1529354.774516
  nChanged 815
		SP:Iteration 4F (678.210000 sec): 3 clusters
  Score: Raw -1533337.568344 + Penalty 3125.050103 = -1530212.518241
  nChanged 481
		SP:Iteration 5Q (678.470000 sec): 3 clusters
  Score: Raw -1533838.624897 + Penalty 3125.050103 = -1530713.574794
  nChanged 333
		SP:Iteration 6Q (678.730000 sec): 3 clusters
  Score: Raw -1534108.039430 + Penalty 3125.050103 = -1530982.989327
  nChanged 233
		SP:Iteration 7Q (678.950000 sec): 3 clusters
  Score: Raw -1534281.701542 + Penalty 3125.050103 = -1531156.651439
  nChanged 175
		SP:Iteration 8Q (679.220000 sec): 3 clusters
  Score: Raw -1534410.519696 + Penalty 3125.050103 = -1531285.469593
  nChanged 161
		SP:Iteration 9Q (679.420000 sec): 3 clusters
  Score: Raw -1534507.986056 + Penalty 3125.050103 = -1531382.935953
  nChanged 124
		SP:Iteration 10Q (679.680000 sec): 3 clusters
  Score: Raw -1534610.293083 + Penalty 3125.050103 = -1531485.242980
  nChanged 111
		SP:Iteration 11Q (679.920000 sec): 3 clusters
  Score: Raw -1534687.229955 + Penalty 3125.050103 = -1531562.179852
  nChanged 107
		SP:Iteration 12Q (680.120000 sec): 3 clusters
  Score: Raw -1534743.756013 + Penalty 3125.050103 = -1531618.705910
  nChanged 79
		SP:Iteration 13Q (680.360000 sec): 3 clusters
  Score: Raw -1534767.396790 + Penalty 3125.050103 = -1531642.346687
  nChanged 48
		SP:Iteration 14Q (680.610000 sec): 3 clusters
  Score: Raw -1534778.338972 + Penalty 3125.050103 = -1531653.288870
  nChanged 36
		SP:Iteration 15Q (680.850000 sec): 3 clusters
  Score: Raw -1534784.094340 + Penalty 3125.050103 = -1531659.044237
  nChanged 23
		SP:Iteration 16Q (681.050000 sec): 3 clusters
  Score: Raw -1534787.828462 + Penalty 3125.050103 = -1531662.778359
  nChanged 20
		SP:Iteration 17Q (681.300000 sec): 3 clusters
  Score: Raw -1534790.627854 + Penalty 3125.050103 = -1531665.577752
  nChanged 24
		SP:Iteration 18Q (681.520000 sec): 3 clusters
  Score: Raw -1534794.390756 + Penalty 3125.050103 = -1531669.340654
  nChanged 18
		SP:Iteration 19Q (681.780000 sec): 3 clusters
  Score: Raw -1534796.524034 + Penalty 3125.050103 = -1531671.473931
  nChanged 16
		SP:Iteration 20F (682.010000 sec): 3 clusters
  Score: Raw -1534834.052151 + Penalty 3125.050103 = -1531709.002048
  nChanged 21
		SP:Iteration 21Q (682.250000 sec): 3 clusters
  Score: Raw -1534860.657095 + Penalty 3125.050103 = -1531735.606992
  nChanged 32
		SP:Iteration 22Q (682.510000 sec): 3 clusters
  Score: Raw -1534869.219730 + Penalty 3125.050103 = -1531744.169628
  nChanged 22
		SP:Iteration 23Q (682.740000 sec): 3 clusters
  Score: Raw -1534873.405751 + Penalty 3125.050103 = -1531748.355649
  nChanged 15
		SP:Iteration 24Q (682.990000 sec): 3 clusters
  Score: Raw -1534874.710676 + Penalty 3125.050103 = -1531749.660573
  nChanged 7
		SP:Iteration 25Q (683.190000 sec): 3 clusters
  Score: Raw -1534875.224963 + Penalty 3125.050103 = -1531750.174861
  nChanged 6
		SP:Iteration 26Q (683.430000 sec): 3 clusters
  Score: Raw -1534875.627186 + Penalty 3125.050103 = -1531750.577083
  nChanged 5
		SP:Iteration 27Q (683.680000 sec): 3 clusters
  Score: Raw -1534875.846555 + Penalty 3125.050103 = -1531750.796452
  nChanged 5
		SP:Iteration 28Q (683.890000 sec): 3 clusters
  Score: Raw -1534876.204955 + Penalty 3125.050103 = -1531751.154852
  nChanged 6
		SP:Iteration 29Q (684.130000 sec): 3 clusters
  Score: Raw -1534876.564121 + Penalty 3125.050103 = -1531751.514018
  nChanged 1
		SP:Iteration 30Q (684.360000 sec): 3 clusters
  Score: Raw -1534876.616732 + Penalty 3125.050103 = -1531751.566629
  nChanged 1
		SP:Iteration 31Q (684.610000 sec): 3 clusters
  Score: Raw -1534876.672522 + Penalty 3125.050103 = -1531751.622419
  nChanged 1
		SP:Iteration 32Q (684.830000 sec): 3 clusters
  Score: Raw -1534876.700665 + Penalty 3125.050103 = -1531751.650562
  nChanged 0
		SP:Iteration 33F (685.070000 sec): 3 clusters
  Score: Raw -1534876.700665 + Penalty 3125.050103 = -1531751.650562
  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 6.56 GB.

 Trying to split cluster 12 (9259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (685.200000 sec): 2 clusters
  Score: Raw -1037315.391759 + Penalty 1484.169591 = -1035831.222168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (685.430000 sec): 3 clusters
  Score: Raw -1032198.570099 + Penalty 2968.339182 = -1029230.230917
  nChanged 4056
		SP:Iteration 1F (685.670000 sec): 3 clusters
  Score: Raw -1037427.365975 + Penalty 2968.339182 = -1034459.026792
  nChanged 1368
		SP:Iteration 2F (685.870000 sec): 3 clusters
  Score: Raw -1041253.486362 + Penalty 2968.339182 = -1038285.147180
  nChanged 1092
		SP:Iteration 3F (686.070000 sec): 3 clusters
  Score: Raw -1042974.367208 + Penalty 2968.339182 = -1040006.028025
  nChanged 655
		SP:Iteration 4F (686.280000 sec): 3 clusters
  Score: Raw -1043620.520943 + Penalty 2968.339182 = -1040652.181761
  nChanged 372
		SP:Iteration 5Q (686.470000 sec): 3 clusters
  Score: Raw -1043881.783294 + Penalty 2968.339182 = -1040913.444111
  nChanged 232
		SP:Iteration 6Q (686.670000 sec): 3 clusters
  Score: Raw -1044051.034079 + Penalty 2968.339182 = -1041082.694896
  nChanged 191
		SP:Iteration 7Q (686.890000 sec): 3 clusters
  Score: Raw -1044253.416685 + Penalty 2968.339182 = -1041285.077502
  nChanged 183
		SP:Iteration 8Q (687.100000 sec): 3 clusters
  Score: Raw -1044535.317375 + Penalty 2968.339182 = -1041566.978193
  nChanged 199
		SP:Iteration 9Q (687.320000 sec): 3 clusters
  Score: Raw -1045016.052908 + Penalty 2968.339182 = -1042047.713725
  nChanged 201
		SP:Iteration 10Q (687.550000 sec): 3 clusters
  Score: Raw -1045430.745888 + Penalty 2968.339182 = -1042462.406706
  nChanged 171
		SP:Iteration 11Q (687.760000 sec): 3 clusters
  Score: Raw -1045593.050254 + Penalty 2968.339182 = -1042624.711072
  nChanged 93
		SP:Iteration 12Q (687.960000 sec): 3 clusters
  Score: Raw -1045662.896104 + Penalty 2968.339182 = -1042694.556921
  nChanged 72
		SP:Iteration 13Q (688.180000 sec): 3 clusters
  Score: Raw -1045718.067839 + Penalty 2968.339182 = -1042749.728657
  nChanged 52
		SP:Iteration 14Q (688.380000 sec): 3 clusters
  Score: Raw -1045750.416139 + Penalty 2968.339182 = -1042782.076957
  nChanged 43
		SP:Iteration 15Q (688.590000 sec): 3 clusters
  Score: Raw -1045772.252319 + Penalty 2968.339182 = -1042803.913137
  nChanged 26
		SP:Iteration 16Q (688.840000 sec): 3 clusters
  Score: Raw -1045789.792171 + Penalty 2968.339182 = -1042821.452988
  nChanged 20
		SP:Iteration 17Q (689.080000 sec): 3 clusters
  Score: Raw -1045796.176008 + Penalty 2968.339182 = -1042827.836825
  nChanged 12
		SP:Iteration 18Q (689.300000 sec): 3 clusters
  Score: Raw -1045807.899832 + Penalty 2968.339182 = -1042839.560650
  nChanged 15
		SP:Iteration 19Q (689.510000 sec): 3 clusters
  Score: Raw -1045812.621182 + Penalty 2968.339182 = -1042844.282000
  nChanged 15
		SP:Iteration 20F (689.750000 sec): 3 clusters
  Score: Raw -1045890.913955 + Penalty 2968.339182 = -1042922.574773
  nChanged 59
		SP:Iteration 21Q (689.970000 sec): 3 clusters
  Score: Raw -1046062.001935 + Penalty 2968.339182 = -1043093.662752
  nChanged 109
		SP:Iteration 22Q (690.140000 sec): 3 clusters
  Score: Raw -1046393.182046 + Penalty 2968.339182 = -1043424.842863
  nChanged 172
		SP:Iteration 23Q (690.340000 sec): 3 clusters
  Score: Raw -1047048.348297 + Penalty 2968.339182 = -1044080.009115
  nChanged 185
		SP:Iteration 24Q (690.580000 sec): 3 clusters
  Score: Raw -1047808.935309 + Penalty 2968.339182 = -1044840.596127
  nChanged 193
		SP:Iteration 25Q (690.760000 sec): 3 clusters
  Score: Raw -1048702.980397 + Penalty 2968.339182 = -1045734.641214
  nChanged 217
		SP:Iteration 26Q (690.980000 sec): 3 clusters
  Score: Raw -1049895.692870 + Penalty 2968.339182 = -1046927.353688
  nChanged 295
		SP:Iteration 27Q (691.160000 sec): 3 clusters
  Score: Raw -1051337.419433 + Penalty 2968.339182 = -1048369.080250
  nChanged 247
		SP:Iteration 28Q (691.360000 sec): 3 clusters
  Score: Raw -1052903.024943 + Penalty 2968.339182 = -1049934.685761
  nChanged 40
		SP:Iteration 29Q (691.550000 sec): 3 clusters
  Score: Raw -1053158.254108 + Penalty 2968.339182 = -1050189.914926
  nChanged 8
		SP:Iteration 30Q (691.780000 sec): 3 clusters
  Score: Raw -1053184.931111 + Penalty 2968.339182 = -1050216.591929
  nChanged 1
		SP:Iteration 31Q (692.000000 sec): 3 clusters
  Score: Raw -1053185.383922 + Penalty 2968.339182 = -1050217.044740
  nChanged 0
		SP:Iteration 32F (692.210000 sec): 3 clusters
  Score: Raw -1053185.383922 + Penalty 2968.339182 = -1050217.044740
  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 6.56 GB.

 Trying to split cluster 13 (48371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (692.560000 sec): 2 clusters
  Score: Raw -5615024.703845 + Penalty 1752.831558 = -5613271.872287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (693.010000 sec): 3 clusters
  Score: Raw -5584449.574431 + Penalty 3505.663115 = -5580943.911315
  nChanged 22740
		SP:Iteration 1F (693.400000 sec): 3 clusters
  Score: Raw -5600137.945917 + Penalty 3505.663115 = -5596632.282801
  nChanged 4327
		SP:Iteration 2F (693.780000 sec): 3 clusters
  Score: Raw -5604202.538408 + Penalty 3505.663115 = -5600696.875292
  nChanged 4728
		SP:Iteration 3F (694.140000 sec): 3 clusters
  Score: Raw -5608798.807567 + Penalty 3505.663115 = -5605293.144452
  nChanged 4120
		SP:Iteration 4F (694.520000 sec): 3 clusters
  Score: Raw -5612613.250417 + Penalty 3505.663115 = -5609107.587302
  nChanged 3283
		SP:Iteration 5F (694.930000 sec): 3 clusters
  Score: Raw -5616069.377077 + Penalty 3505.663115 = -5612563.713961
  nChanged 2650
		SP:Iteration 6F (695.310000 sec): 3 clusters
  Score: Raw -5618813.377805 + Penalty 3505.663115 = -5615307.714689
  nChanged 2107
		SP:Iteration 7Q (695.710000 sec): 3 clusters
  Score: Raw -5620368.218750 + Penalty 3505.663115 = -5616862.555635
  nChanged 1712
		SP:Iteration 8Q (696.100000 sec): 3 clusters
  Score: Raw -5621337.901717 + Penalty 3505.663115 = -5617832.238601
  nChanged 1348
		SP:Iteration 9Q (696.480000 sec): 3 clusters
  Score: Raw -5622091.611451 + Penalty 3505.663115 = -5618585.948336
  nChanged 1180
		SP:Iteration 10Q (696.850000 sec): 3 clusters
  Score: Raw -5622758.630419 + Penalty 3505.663115 = -5619252.967304
  nChanged 1123
		SP:Iteration 11Q (697.220000 sec): 3 clusters
  Score: Raw -5623383.710782 + Penalty 3505.663115 = -5619878.047667
  nChanged 1049
		SP:Iteration 12Q (697.620000 sec): 3 clusters
  Score: Raw -5624013.938677 + Penalty 3505.663115 = -5620508.275561
  nChanged 1064
		SP:Iteration 13Q (698.020000 sec): 3 clusters
  Score: Raw -5624675.611286 + Penalty 3505.663115 = -5621169.948171
  nChanged 1032
		SP:Iteration 14Q (698.410000 sec): 3 clusters
  Score: Raw -5625260.838509 + Penalty 3505.663115 = -5621755.175393
  nChanged 868
		SP:Iteration 15Q (698.840000 sec): 3 clusters
  Score: Raw -5625693.121948 + Penalty 3505.663115 = -5622187.458833
  nChanged 741
		SP:Iteration 16Q (699.220000 sec): 3 clusters
  Score: Raw -5626039.866358 + Penalty 3505.663115 = -5622534.203242
  nChanged 580
		SP:Iteration 17Q (699.580000 sec): 3 clusters
  Score: Raw -5626267.572301 + Penalty 3505.663115 = -5622761.909186
  nChanged 467
		SP:Iteration 18Q (699.940000 sec): 3 clusters
  Score: Raw -5626419.152938 + Penalty 3505.663115 = -5622913.489823
  nChanged 372
		SP:Iteration 19Q (700.320000 sec): 3 clusters
  Score: Raw -5626527.240083 + Penalty 3505.663115 = -5623021.576968
  nChanged 302
		SP:Iteration 20F (700.640000 sec): 3 clusters
  Score: Raw -5626622.062419 + Penalty 3505.663115 = -5623116.399304
  nChanged 272
		SP:Iteration 21Q (701.010000 sec): 3 clusters
  Score: Raw -5626695.349447 + Penalty 3505.663115 = -5623189.686331
  nChanged 226
		SP:Iteration 22Q (701.370000 sec): 3 clusters
  Score: Raw -5626741.386111 + Penalty 3505.663115 = -5623235.722996
  nChanged 175
		SP:Iteration 23Q (701.740000 sec): 3 clusters
  Score: Raw -5626769.831499 + Penalty 3505.663115 = -5623264.168384
  nChanged 140
		SP:Iteration 24Q (702.080000 sec): 3 clusters
  Score: Raw -5626787.914089 + Penalty 3505.663115 = -5623282.250974
  nChanged 122
		SP:Iteration 25Q (702.410000 sec): 3 clusters
  Score: Raw -5626801.471919 + Penalty 3505.663115 = -5623295.808804
  nChanged 84
		SP:Iteration 26Q (702.780000 sec): 3 clusters
  Score: Raw -5626809.963501 + Penalty 3505.663115 = -5623304.300386
  nChanged 65
		SP:Iteration 27Q (703.120000 sec): 3 clusters
  Score: Raw -5626815.141709 + Penalty 3505.663115 = -5623309.478594
  nChanged 50
		SP:Iteration 28Q (703.520000 sec): 3 clusters
  Score: Raw -5626817.635046 + Penalty 3505.663115 = -5623311.971930
  nChanged 39
		SP:Iteration 29Q (703.930000 sec): 3 clusters
  Score: Raw -5626819.203005 + Penalty 3505.663115 = -5623313.539890
  nChanged 25
		SP:Iteration 30Q (704.350000 sec): 3 clusters
  Score: Raw -5626820.079789 + Penalty 3505.663115 = -5623314.416674
  nChanged 27
		SP:Iteration 31Q (704.740000 sec): 3 clusters
  Score: Raw -5626821.110587 + Penalty 3505.663115 = -5623315.447472
  nChanged 27
		SP:Iteration 32Q (705.130000 sec): 3 clusters
  Score: Raw -5626822.058658 + Penalty 3505.663115 = -5623316.395542
  nChanged 19
		SP:Iteration 33Q (705.520000 sec): 3 clusters
  Score: Raw -5626822.621116 + Penalty 3505.663115 = -5623316.958001
  nChanged 15
		SP:Iteration 34Q (705.890000 sec): 3 clusters
  Score: Raw -5626823.027608 + Penalty 3505.663115 = -5623317.364493
  nChanged 16
		SP:Iteration 35Q (706.280000 sec): 3 clusters
  Score: Raw -5626823.562979 + Penalty 3505.663115 = -5623317.899864
  nChanged 13
		SP:Iteration 36Q (706.700000 sec): 3 clusters
  Score: Raw -5626824.078261 + Penalty 3505.663115 = -5623318.415145
  nChanged 8
		SP:Iteration 37Q (707.070000 sec): 3 clusters
  Score: Raw -5626824.269157 + Penalty 3505.663115 = -5623318.606042
  nChanged 10
		SP:Iteration 38Q (707.440000 sec): 3 clusters
  Score: Raw -5626824.708973 + Penalty 3505.663115 = -5623319.045858
  nChanged 12
		SP:Iteration 39Q (707.820000 sec): 3 clusters
  Score: Raw -5626825.161099 + Penalty 3505.663115 = -5623319.497984
  nChanged 15
		SP:Iteration 40F (708.230000 sec): 3 clusters
  Score: Raw -5626825.701539 + Penalty 3505.663115 = -5623320.038423
  nChanged 11
		SP:Iteration 41Q (708.620000 sec): 3 clusters
  Score: Raw -5626826.059299 + Penalty 3505.663115 = -5623320.396184
  nChanged 8
		SP:Iteration 42Q (708.980000 sec): 3 clusters
  Score: Raw -5626826.277512 + Penalty 3505.663115 = -5623320.614396
  nChanged 4
		SP:Iteration 43Q (709.340000 sec): 3 clusters
  Score: Raw -5626826.470523 + Penalty 3505.663115 = -5623320.807408
  nChanged 3
		SP:Iteration 44Q (709.720000 sec): 3 clusters
  Score: Raw -5626826.543914 + Penalty 3505.663115 = -5623320.880799
  nChanged 5
		SP:Iteration 45Q (710.090000 sec): 3 clusters
  Score: Raw -5626826.636308 + Penalty 3505.663115 = -5623320.973192
  nChanged 5
		SP:Iteration 46Q (710.460000 sec): 3 clusters
  Score: Raw -5626826.731780 + Penalty 3505.663115 = -5623321.068665
  nChanged 6
		SP:Iteration 47Q (710.830000 sec): 3 clusters
  Score: Raw -5626826.821349 + Penalty 3505.663115 = -5623321.158234
  nChanged 5
		SP:Iteration 48Q (711.190000 sec): 3 clusters
  Score: Raw -5626826.953293 + Penalty 3505.663115 = -5623321.290177
  nChanged 7
		SP:Iteration 49Q (711.560000 sec): 3 clusters
  Score: Raw -5626827.161116 + Penalty 3505.663115 = -5623321.498000
  nChanged 5
		SP:Iteration 50Q (711.920000 sec): 3 clusters
  Score: Raw -5626827.272281 + Penalty 3505.663115 = -5623321.609166
  nChanged 2
		SP:Iteration 51Q (712.290000 sec): 3 clusters
  Score: Raw -5626827.336310 + Penalty 3505.663115 = -5623321.673194
  nChanged 3
		SP:Iteration 52Q (712.650000 sec): 3 clusters
  Score: Raw -5626827.412720 + Penalty 3505.663115 = -5623321.749604
  nChanged 2
		SP:Iteration 53Q (713.020000 sec): 3 clusters
  Score: Raw -5626827.461979 + Penalty 3505.663115 = -5623321.798863
  nChanged 1
		SP:Iteration 54Q (713.400000 sec): 3 clusters
  Score: Raw -5626827.470780 + Penalty 3505.663115 = -5623321.807665
  nChanged 0
		SP:Iteration 55F (713.790000 sec): 3 clusters
  Score: Raw -5626827.470780 + Penalty 3505.663115 = -5623321.807665
  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 6.56 GB.

 Trying to split cluster 14 (52887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (714.080000 sec): 2 clusters
  Score: Raw -6611276.254967 + Penalty 1767.335837 = -6609508.919130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (714.520000 sec): 3 clusters
  Score: Raw -6577505.015258 + Penalty 3534.671673 = -6573970.343585
  nChanged 25010
		SP:Iteration 1F (714.920000 sec): 3 clusters
  Score: Raw -6591784.340342 + Penalty 3534.671673 = -6588249.668669
  nChanged 2379
		SP:Iteration 2Q (715.350000 sec): 3 clusters
  Score: Raw -6593895.634825 + Penalty 3534.671673 = -6590360.963152
  nChanged 3587
		SP:Iteration 3F (715.760000 sec): 3 clusters
  Score: Raw -6603443.139164 + Penalty 3534.671673 = -6599908.467491
  nChanged 6881
		SP:Iteration 4F (716.170000 sec): 3 clusters
  Score: Raw -6638685.751053 + Penalty 3534.671673 = -6635151.079380
  nChanged 11456
		SP:Iteration 5F (716.560000 sec): 3 clusters
  Score: Raw -6662216.002917 + Penalty 3534.671673 = -6658681.331244
  nChanged 3681
		SP:Iteration 6F (716.990000 sec): 3 clusters
  Score: Raw -6668227.147666 + Penalty 3534.671673 = -6664692.475993
  nChanged 714
		SP:Iteration 7Q (717.360000 sec): 3 clusters
  Score: Raw -6670024.029786 + Penalty 3534.671673 = -6666489.358113
  nChanged 306
		SP:Iteration 8Q (717.740000 sec): 3 clusters
  Score: Raw -6670727.337962 + Penalty 3534.671673 = -6667192.666288
  nChanged 182
		SP:Iteration 9Q (718.100000 sec): 3 clusters
  Score: Raw -6671118.765912 + Penalty 3534.671673 = -6667584.094238
  nChanged 101
		SP:Iteration 10Q (718.490000 sec): 3 clusters
  Score: Raw -6671288.319157 + Penalty 3534.671673 = -6667753.647484
  nChanged 42
		SP:Iteration 11Q (718.880000 sec): 3 clusters
  Score: Raw -6671324.389333 + Penalty 3534.671673 = -6667789.717660
  nChanged 21
		SP:Iteration 12Q (719.280000 sec): 3 clusters
  Score: Raw -6671335.281248 + Penalty 3534.671673 = -6667800.609575
  nChanged 9
		SP:Iteration 13Q (719.660000 sec): 3 clusters
  Score: Raw -6671337.181689 + Penalty 3534.671673 = -6667802.510016
  nChanged 3
		SP:Iteration 14Q (720.030000 sec): 3 clusters
  Score: Raw -6671337.772901 + Penalty 3534.671673 = -6667803.101228
  nChanged 3
		SP:Iteration 15Q (720.420000 sec): 3 clusters
  Score: Raw -6671338.120146 + Penalty 3534.671673 = -6667803.448473
  nChanged 2
		SP:Iteration 16Q (720.780000 sec): 3 clusters
  Score: Raw -6671338.438792 + Penalty 3534.671673 = -6667803.767119
  nChanged 0
		SP:Iteration 17F (721.150000 sec): 3 clusters
  Score: Raw -6671338.438792 + Penalty 3534.671673 = -6667803.767119
  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 6.56 GB.

 Trying to split cluster 15 (41168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (721.430000 sec): 2 clusters
  Score: Raw -4657965.000958 + Penalty 1726.630187 = -4656238.370771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (721.770000 sec): 3 clusters
  Score: Raw -4632256.550536 + Penalty 3453.260374 = -4628803.290162
  nChanged 19372
		SP:Iteration 1F (722.100000 sec): 3 clusters
  Score: Raw -4650460.979300 + Penalty 3453.260374 = -4647007.718926
  nChanged 5063
		SP:Iteration 2F (722.480000 sec): 3 clusters
  Score: Raw -4663966.996813 + Penalty 3453.260374 = -4660513.736439
  nChanged 5945
		SP:Iteration 3F (722.830000 sec): 3 clusters
  Score: Raw -4678022.028890 + Penalty 3453.260374 = -4674568.768516
  nChanged 4998
		SP:Iteration 4F (723.170000 sec): 3 clusters
  Score: Raw -4685307.813479 + Penalty 3453.260374 = -4681854.553105
  nChanged 2809
		SP:Iteration 5F (723.510000 sec): 3 clusters
  Score: Raw -4688173.597106 + Penalty 3453.260374 = -4684720.336733
  nChanged 1500
		SP:Iteration 6Q (723.810000 sec): 3 clusters
  Score: Raw -4689645.567051 + Penalty 3453.260374 = -4686192.306677
  nChanged 1039
		SP:Iteration 7Q (724.180000 sec): 3 clusters
  Score: Raw -4690579.545547 + Penalty 3453.260374 = -4687126.285173
  nChanged 740
		SP:Iteration 8Q (724.510000 sec): 3 clusters
  Score: Raw -4691160.958633 + Penalty 3453.260374 = -4687707.698259
  nChanged 551
		SP:Iteration 9Q (724.870000 sec): 3 clusters
  Score: Raw -4691590.146444 + Penalty 3453.260374 = -4688136.886070
  nChanged 484
		SP:Iteration 10Q (725.230000 sec): 3 clusters
  Score: Raw -4691964.663280 + Penalty 3453.260374 = -4688511.402906
  nChanged 445
		SP:Iteration 11Q (725.610000 sec): 3 clusters
  Score: Raw -4692285.377742 + Penalty 3453.260374 = -4688832.117369
  nChanged 415
		SP:Iteration 12Q (725.970000 sec): 3 clusters
  Score: Raw -4692569.403570 + Penalty 3453.260374 = -4689116.143196
  nChanged 384
		SP:Iteration 13Q (726.310000 sec): 3 clusters
  Score: Raw -4692807.216664 + Penalty 3453.260374 = -4689353.956290
  nChanged 346
		SP:Iteration 14Q (726.640000 sec): 3 clusters
  Score: Raw -4692971.957486 + Penalty 3453.260374 = -4689518.697112
  nChanged 305
		SP:Iteration 15Q (726.980000 sec): 3 clusters
  Score: Raw -4693088.983670 + Penalty 3453.260374 = -4689635.723296
  nChanged 280
		SP:Iteration 16Q (727.320000 sec): 3 clusters
  Score: Raw -4693184.713518 + Penalty 3453.260374 = -4689731.453145
  nChanged 263
		SP:Iteration 17Q (727.640000 sec): 3 clusters
  Score: Raw -4693275.838543 + Penalty 3453.260374 = -4689822.578170
  nChanged 256
		SP:Iteration 18Q (728.000000 sec): 3 clusters
  Score: Raw -4693346.912943 + Penalty 3453.260374 = -4689893.652569
  nChanged 245
		SP:Iteration 19Q (728.360000 sec): 3 clusters
  Score: Raw -4693409.957828 + Penalty 3453.260374 = -4689956.697454
  nChanged 240
		SP:Iteration 20F (728.660000 sec): 3 clusters
  Score: Raw -4693465.361169 + Penalty 3453.260374 = -4690012.100795
  nChanged 230
		SP:Iteration 21Q (729.080000 sec): 3 clusters
  Score: Raw -4693513.344866 + Penalty 3453.260374 = -4690060.084493
  nChanged 255
		SP:Iteration 22Q (729.440000 sec): 3 clusters
  Score: Raw -4693568.791740 + Penalty 3453.260374 = -4690115.531366
  nChanged 252
		SP:Iteration 23Q (729.810000 sec): 3 clusters
  Score: Raw -4693632.306969 + Penalty 3453.260374 = -4690179.046595
  nChanged 283
		SP:Iteration 24Q (730.160000 sec): 3 clusters
  Score: Raw -4693709.871003 + Penalty 3453.260374 = -4690256.610630
  nChanged 284
		SP:Iteration 25Q (730.500000 sec): 3 clusters
  Score: Raw -4693789.014430 + Penalty 3453.260374 = -4690335.754056
  nChanged 302
		SP:Iteration 26Q (730.900000 sec): 3 clusters
  Score: Raw -4693873.595677 + Penalty 3453.260374 = -4690420.335303
  nChanged 297
		SP:Iteration 27Q (731.290000 sec): 3 clusters
  Score: Raw -4693948.900604 + Penalty 3453.260374 = -4690495.640230
  nChanged 287
		SP:Iteration 28Q (731.620000 sec): 3 clusters
  Score: Raw -4694028.642170 + Penalty 3453.260374 = -4690575.381796
  nChanged 308
		SP:Iteration 29Q (732.010000 sec): 3 clusters
  Score: Raw -4694117.554887 + Penalty 3453.260374 = -4690664.294513
  nChanged 306
		SP:Iteration 30Q (732.320000 sec): 3 clusters
  Score: Raw -4694210.102568 + Penalty 3453.260374 = -4690756.842194
  nChanged 351
		SP:Iteration 31Q (732.680000 sec): 3 clusters
  Score: Raw -4694317.242402 + Penalty 3453.260374 = -4690863.982029
  nChanged 332
		SP:Iteration 32Q (733.020000 sec): 3 clusters
  Score: Raw -4694414.876163 + Penalty 3453.260374 = -4690961.615790
  nChanged 324
		SP:Iteration 33Q (733.320000 sec): 3 clusters
  Score: Raw -4694504.349563 + Penalty 3453.260374 = -4691051.089189
  nChanged 292
		SP:Iteration 34Q (733.650000 sec): 3 clusters
  Score: Raw -4694578.271961 + Penalty 3453.260374 = -4691125.011587
  nChanged 258
		SP:Iteration 35Q (734.020000 sec): 3 clusters
  Score: Raw -4694638.751214 + Penalty 3453.260374 = -4691185.490840
  nChanged 232
		SP:Iteration 36Q (734.360000 sec): 3 clusters
  Score: Raw -4694687.489833 + Penalty 3453.260374 = -4691234.229459
  nChanged 219
		SP:Iteration 37Q (734.690000 sec): 3 clusters
  Score: Raw -4694734.507158 + Penalty 3453.260374 = -4691281.246784
  nChanged 228
		SP:Iteration 38Q (735.060000 sec): 3 clusters
  Score: Raw -4694788.878910 + Penalty 3453.260374 = -4691335.618536
  nChanged 215
		SP:Iteration 39Q (735.420000 sec): 3 clusters
  Score: Raw -4694835.902533 + Penalty 3453.260374 = -4691382.642159
  nChanged 193
		SP:Iteration 40F (735.760000 sec): 3 clusters
  Score: Raw -4694875.645453 + Penalty 3453.260374 = -4691422.385079
  nChanged 200
		SP:Iteration 41Q (736.140000 sec): 3 clusters
  Score: Raw -4694916.578441 + Penalty 3453.260374 = -4691463.318067
  nChanged 182
		SP:Iteration 42Q (736.510000 sec): 3 clusters
  Score: Raw -4694948.406756 + Penalty 3453.260374 = -4691495.146383
  nChanged 157
		SP:Iteration 43Q (736.800000 sec): 3 clusters
  Score: Raw -4694974.451640 + Penalty 3453.260374 = -4691521.191266
  nChanged 156
		SP:Iteration 44Q (737.130000 sec): 3 clusters
  Score: Raw -4695001.255352 + Penalty 3453.260374 = -4691547.994979
  nChanged 157
		SP:Iteration 45Q (737.500000 sec): 3 clusters
  Score: Raw -4695028.148003 + Penalty 3453.260374 = -4691574.887629
  nChanged 136
		SP:Iteration 46Q (737.850000 sec): 3 clusters
  Score: Raw -4695048.005211 + Penalty 3453.260374 = -4691594.744837
  nChanged 111
		SP:Iteration 47Q (738.190000 sec): 3 clusters
  Score: Raw -4695062.548485 + Penalty 3453.260374 = -4691609.288111
  nChanged 105
		SP:Iteration 48Q (738.560000 sec): 3 clusters
  Score: Raw -4695072.716128 + Penalty 3453.260374 = -4691619.455754
  nChanged 72
		SP:Iteration 49Q (738.860000 sec): 3 clusters
  Score: Raw -4695079.043068 + Penalty 3453.260374 = -4691625.782695
  nChanged 66
		SP:Iteration 50Q (739.220000 sec): 3 clusters
  Score: Raw -4695084.527131 + Penalty 3453.260374 = -4691631.266757
  nChanged 62
		SP:Iteration 51Q (739.570000 sec): 3 clusters
  Score: Raw -4695089.931049 + Penalty 3453.260374 = -4691636.670675
  nChanged 67
		SP:Iteration 52Q (739.940000 sec): 3 clusters
  Score: Raw -4695094.856876 + Penalty 3453.260374 = -4691641.596503
  nChanged 50
		SP:Iteration 53Q (740.270000 sec): 3 clusters
  Score: Raw -4695098.313761 + Penalty 3453.260374 = -4691645.053387
  nChanged 39
		SP:Iteration 54Q (740.630000 sec): 3 clusters
  Score: Raw -4695100.510917 + Penalty 3453.260374 = -4691647.250544
  nChanged 30
		SP:Iteration 55Q (740.960000 sec): 3 clusters
  Score: Raw -4695101.790319 + Penalty 3453.260374 = -4691648.529945
  nChanged 21
		SP:Iteration 56Q (741.320000 sec): 3 clusters
  Score: Raw -4695102.711159 + Penalty 3453.260374 = -4691649.450786
  nChanged 20
		SP:Iteration 57Q (741.630000 sec): 3 clusters
  Score: Raw -4695103.467866 + Penalty 3453.260374 = -4691650.207493
  nChanged 16
		SP:Iteration 58Q (741.960000 sec): 3 clusters
  Score: Raw -4695104.003575 + Penalty 3453.260374 = -4691650.743202
  nChanged 19
		SP:Iteration 59Q (742.290000 sec): 3 clusters
  Score: Raw -4695104.536137 + Penalty 3453.260374 = -4691651.275763
  nChanged 17
		SP:Iteration 60F (742.630000 sec): 3 clusters
  Score: Raw -4695105.251168 + Penalty 3453.260374 = -4691651.990794
  nChanged 18
		SP:Iteration 61Q (742.970000 sec): 3 clusters
  Score: Raw -4695105.831058 + Penalty 3453.260374 = -4691652.570685
  nChanged 17
		SP:Iteration 62Q (743.270000 sec): 3 clusters
  Score: Raw -4695106.474413 + Penalty 3453.260374 = -4691653.214039
  nChanged 20
		SP:Iteration 63Q (743.620000 sec): 3 clusters
  Score: Raw -4695107.151264 + Penalty 3453.260374 = -4691653.890890
  nChanged 24
		SP:Iteration 64Q (743.940000 sec): 3 clusters
  Score: Raw -4695108.197316 + Penalty 3453.260374 = -4691654.936943
  nChanged 13
		SP:Iteration 65Q (744.290000 sec): 3 clusters
  Score: Raw -4695108.758010 + Penalty 3453.260374 = -4691655.497637
  nChanged 12
		SP:Iteration 66Q (744.620000 sec): 3 clusters
  Score: Raw -4695109.320641 + Penalty 3453.260374 = -4691656.060267
  nChanged 3
		SP:Iteration 67Q (744.970000 sec): 3 clusters
  Score: Raw -4695109.432366 + Penalty 3453.260374 = -4691656.171992
  nChanged 3
		SP:Iteration 68Q (745.310000 sec): 3 clusters
  Score: Raw -4695109.534000 + Penalty 3453.260374 = -4691656.273627
  nChanged 2
		SP:Iteration 69Q (745.640000 sec): 3 clusters
  Score: Raw -4695109.619424 + Penalty 3453.260374 = -4691656.359050
  nChanged 3
		SP:Iteration 70Q (745.950000 sec): 3 clusters
  Score: Raw -4695109.735731 + Penalty 3453.260374 = -4691656.475357
  nChanged 3
		SP:Iteration 71Q (746.250000 sec): 3 clusters
  Score: Raw -4695109.807450 + Penalty 3453.260374 = -4691656.547077
  nChanged 3
		SP:Iteration 72Q (746.600000 sec): 3 clusters
  Score: Raw -4695109.926481 + Penalty 3453.260374 = -4691656.666107
  nChanged 4
		SP:Iteration 73Q (746.920000 sec): 3 clusters
  Score: Raw -4695110.010903 + Penalty 3453.260374 = -4691656.750529
  nChanged 1
		SP:Iteration 74Q (747.250000 sec): 3 clusters
  Score: Raw -4695110.037277 + Penalty 3453.260374 = -4691656.776903
  nChanged 1
		SP:Iteration 75Q (747.540000 sec): 3 clusters
  Score: Raw -4695110.107535 + Penalty 3453.260374 = -4691656.847161
  nChanged 1
		SP:Iteration 76Q (747.850000 sec): 3 clusters
  Score: Raw -4695110.116546 + Penalty 3453.260374 = -4691656.856172
  nChanged 0
		SP:Iteration 77F (748.200000 sec): 3 clusters
  Score: Raw -4695110.116546 + Penalty 3453.260374 = -4691656.856172
  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 6.56 GB.

 Trying to split cluster 16 (50831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (748.460000 sec): 2 clusters
  Score: Raw -5947782.366524 + Penalty 1760.892524 = -5946021.474001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (748.860000 sec): 3 clusters
  Score: Raw -5915495.115313 + Penalty 3521.785047 = -5911973.330266
  nChanged 23866
		SP:Iteration 1F (749.230000 sec): 3 clusters
  Score: Raw -5930875.187511 + Penalty 3521.785047 = -5927353.402464
  nChanged 3599
		SP:Iteration 2F (749.590000 sec): 3 clusters
  Score: Raw -5934185.902789 + Penalty 3521.785047 = -5930664.117742
  nChanged 3912
		SP:Iteration 3F (749.970000 sec): 3 clusters
  Score: Raw -5937407.544365 + Penalty 3521.785047 = -5933885.759318
  nChanged 3856
		SP:Iteration 4F (750.350000 sec): 3 clusters
  Score: Raw -5940105.253589 + Penalty 3521.785047 = -5936583.468542
  nChanged 3573
		SP:Iteration 5F (750.750000 sec): 3 clusters
  Score: Raw -5942586.992279 + Penalty 3521.785047 = -5939065.207232
  nChanged 3221
		SP:Iteration 6F (751.130000 sec): 3 clusters
  Score: Raw -5945030.937021 + Penalty 3521.785047 = -5941509.151974
  nChanged 3121
		SP:Iteration 7F (751.530000 sec): 3 clusters
  Score: Raw -5947681.513045 + Penalty 3521.785047 = -5944159.727998
  nChanged 2941
		SP:Iteration 8F (751.910000 sec): 3 clusters
  Score: Raw -5950296.836126 + Penalty 3521.785047 = -5946775.051079
  nChanged 2573
		SP:Iteration 9F (752.290000 sec): 3 clusters
  Score: Raw -5952606.459879 + Penalty 3521.785047 = -5949084.674832
  nChanged 2127
		SP:Iteration 10Q (752.620000 sec): 3 clusters
  Score: Raw -5954383.600940 + Penalty 3521.785047 = -5950861.815893
  nChanged 1657
		SP:Iteration 11Q (752.980000 sec): 3 clusters
  Score: Raw -5955557.920292 + Penalty 3521.785047 = -5952036.135245
  nChanged 1164
		SP:Iteration 12Q (753.340000 sec): 3 clusters
  Score: Raw -5956156.471118 + Penalty 3521.785047 = -5952634.686071
  nChanged 797
		SP:Iteration 13Q (753.720000 sec): 3 clusters
  Score: Raw -5956473.971873 + Penalty 3521.785047 = -5952952.186825
  nChanged 591
		SP:Iteration 14Q (754.100000 sec): 3 clusters
  Score: Raw -5956655.662035 + Penalty 3521.785047 = -5953133.876987
  nChanged 446
		SP:Iteration 15Q (754.460000 sec): 3 clusters
  Score: Raw -5956758.795991 + Penalty 3521.785047 = -5953237.010944
  nChanged 321
		SP:Iteration 16Q (754.830000 sec): 3 clusters
  Score: Raw -5956816.831467 + Penalty 3521.785047 = -5953295.046420
  nChanged 229
		SP:Iteration 17Q (755.240000 sec): 3 clusters
  Score: Raw -5956852.117418 + Penalty 3521.785047 = -5953330.332370
  nChanged 200
		SP:Iteration 18Q (755.620000 sec): 3 clusters
  Score: Raw -5956879.927498 + Penalty 3521.785047 = -5953358.142450
  nChanged 165
		SP:Iteration 19Q (756.010000 sec): 3 clusters
  Score: Raw -5956896.937751 + Penalty 3521.785047 = -5953375.152703
  nChanged 125
		SP:Iteration 20F (756.420000 sec): 3 clusters
  Score: Raw -5956910.646574 + Penalty 3521.785047 = -5953388.861527
  nChanged 110
		SP:Iteration 21Q (756.810000 sec): 3 clusters
  Score: Raw -5956924.049163 + Penalty 3521.785047 = -5953402.264116
  nChanged 109
		SP:Iteration 22Q (757.190000 sec): 3 clusters
  Score: Raw -5956936.860721 + Penalty 3521.785047 = -5953415.075674
  nChanged 106
		SP:Iteration 23Q (757.580000 sec): 3 clusters
  Score: Raw -5956949.842232 + Penalty 3521.785047 = -5953428.057185
  nChanged 84
		SP:Iteration 24Q (757.960000 sec): 3 clusters
  Score: Raw -5956958.352290 + Penalty 3521.785047 = -5953436.567243
  nChanged 83
		SP:Iteration 25Q (758.360000 sec): 3 clusters
  Score: Raw -5956965.898684 + Penalty 3521.785047 = -5953444.113637
  nChanged 76
		SP:Iteration 26Q (758.750000 sec): 3 clusters
  Score: Raw -5956971.579779 + Penalty 3521.785047 = -5953449.794731
  nChanged 62
		SP:Iteration 27Q (759.130000 sec): 3 clusters
  Score: Raw -5956976.584987 + Penalty 3521.785047 = -5953454.799940
  nChanged 60
		SP:Iteration 28Q (759.490000 sec): 3 clusters
  Score: Raw -5956981.562664 + Penalty 3521.785047 = -5953459.777616
  nChanged 50
		SP:Iteration 29Q (759.890000 sec): 3 clusters
  Score: Raw -5956985.956600 + Penalty 3521.785047 = -5953464.171553
  nChanged 49
		SP:Iteration 30Q (760.290000 sec): 3 clusters
  Score: Raw -5956988.811712 + Penalty 3521.785047 = -5953467.026665
  nChanged 40
		SP:Iteration 31Q (760.680000 sec): 3 clusters
  Score: Raw -5956991.752305 + Penalty 3521.785047 = -5953469.967258
  nChanged 40
		SP:Iteration 32Q (761.080000 sec): 3 clusters
  Score: Raw -5956994.369033 + Penalty 3521.785047 = -5953472.583986
  nChanged 31
		SP:Iteration 33Q (761.490000 sec): 3 clusters
  Score: Raw -5956995.843590 + Penalty 3521.785047 = -5953474.058543
  nChanged 26
		SP:Iteration 34Q (761.910000 sec): 3 clusters
  Score: Raw -5956997.114439 + Penalty 3521.785047 = -5953475.329391
  nChanged 24
		SP:Iteration 35Q (762.310000 sec): 3 clusters
  Score: Raw -5956998.134874 + Penalty 3521.785047 = -5953476.349826
  nChanged 19
		SP:Iteration 36Q (762.690000 sec): 3 clusters
  Score: Raw -5956998.919428 + Penalty 3521.785047 = -5953477.134381
  nChanged 16
		SP:Iteration 37Q (763.070000 sec): 3 clusters
  Score: Raw -5956999.795740 + Penalty 3521.785047 = -5953478.010693
  nChanged 18
		SP:Iteration 38Q (763.430000 sec): 3 clusters
  Score: Raw -5957000.494960 + Penalty 3521.785047 = -5953478.709913
  nChanged 8
		SP:Iteration 39Q (763.780000 sec): 3 clusters
  Score: Raw -5957000.650772 + Penalty 3521.785047 = -5953478.865725
  nChanged 6
		SP:Iteration 40F (764.180000 sec): 3 clusters
  Score: Raw -5957000.748257 + Penalty 3521.785047 = -5953478.963210
  nChanged 5
		SP:Iteration 41Q (764.560000 sec): 3 clusters
  Score: Raw -5957000.901621 + Penalty 3521.785047 = -5953479.116574
  nChanged 10
		SP:Iteration 42Q (764.980000 sec): 3 clusters
  Score: Raw -5957001.248151 + Penalty 3521.785047 = -5953479.463104
  nChanged 7
		SP:Iteration 43Q (765.400000 sec): 3 clusters
  Score: Raw -5957001.446088 + Penalty 3521.785047 = -5953479.661041
  nChanged 7
		SP:Iteration 44Q (765.780000 sec): 3 clusters
  Score: Raw -5957001.605014 + Penalty 3521.785047 = -5953479.819966
  nChanged 4
		SP:Iteration 45Q (766.170000 sec): 3 clusters
  Score: Raw -5957001.680401 + Penalty 3521.785047 = -5953479.895354
  nChanged 2
		SP:Iteration 46Q (766.560000 sec): 3 clusters
  Score: Raw -5957001.763620 + Penalty 3521.785047 = -5953479.978573
  nChanged 2
		SP:Iteration 47Q (766.980000 sec): 3 clusters
  Score: Raw -5957001.782622 + Penalty 3521.785047 = -5953479.997575
  nChanged 0
		SP:Iteration 48F (767.380000 sec): 3 clusters
  Score: Raw -5957001.782622 + Penalty 3521.785047 = -5953479.997575
  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 6.56 GB.

 Trying to split cluster 17 (160271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (768.550000 sec): 2 clusters
  Score: Raw -18949619.368528 + Penalty 1947.500979 = -18947671.867548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (769.440000 sec): 3 clusters
  Score: Raw -18844235.275170 + Penalty 3895.001959 = -18840340.273212
  nChanged 77418
		SP:Iteration 1F (770.410000 sec): 3 clusters
  Score: Raw -18891191.658232 + Penalty 3895.001959 = -18887296.656273
  nChanged 6850
		SP:Iteration 2Q (771.380000 sec): 3 clusters
  Score: Raw -18894561.135956 + Penalty 3895.001959 = -18890666.133998
  nChanged 9700
		SP:Iteration 3F (772.340000 sec): 3 clusters
  Score: Raw -18902091.240374 + Penalty 3895.001959 = -18898196.238416
  nChanged 14634
		SP:Iteration 4F (773.310000 sec): 3 clusters
  Score: Raw -18919427.714034 + Penalty 3895.001959 = -18915532.712075
  nChanged 19196
		SP:Iteration 5F (774.180000 sec): 3 clusters
  Score: Raw -18944941.615029 + Penalty 3895.001959 = -18941046.613071
  nChanged 16710
		SP:Iteration 6F (775.020000 sec): 3 clusters
  Score: Raw -18961329.655033 + Penalty 3895.001959 = -18957434.653075
  nChanged 9796
		SP:Iteration 7F (775.820000 sec): 3 clusters
  Score: Raw -18966763.968436 + Penalty 3895.001959 = -18962868.966478
  nChanged 5072
		SP:Iteration 8Q (776.640000 sec): 3 clusters
  Score: Raw -18968245.991398 + Penalty 3895.001959 = -18964350.989439
  nChanged 2686
		SP:Iteration 9Q (777.410000 sec): 3 clusters
  Score: Raw -18968743.149089 + Penalty 3895.001959 = -18964848.147130
  nChanged 1636
		SP:Iteration 10Q (778.260000 sec): 3 clusters
  Score: Raw -18968968.216520 + Penalty 3895.001959 = -18965073.214561
  nChanged 1099
		SP:Iteration 11Q (779.060000 sec): 3 clusters
  Score: Raw -18969089.983466 + Penalty 3895.001959 = -18965194.981507
  nChanged 864
		SP:Iteration 12Q (779.950000 sec): 3 clusters
  Score: Raw -18969169.234275 + Penalty 3895.001959 = -18965274.232317
  nChanged 746
		SP:Iteration 13Q (780.830000 sec): 3 clusters
  Score: Raw -18969233.676144 + Penalty 3895.001959 = -18965338.674185
  nChanged 708
		SP:Iteration 14Q (781.660000 sec): 3 clusters
  Score: Raw -18969308.410740 + Penalty 3895.001959 = -18965413.408782
  nChanged 792
		SP:Iteration 15Q (782.520000 sec): 3 clusters
  Score: Raw -18969424.264674 + Penalty 3895.001959 = -18965529.262715
  nChanged 919
		SP:Iteration 16Q (783.370000 sec): 3 clusters
  Score: Raw -18969630.631985 + Penalty 3895.001959 = -18965735.630027
  nChanged 936
		SP:Iteration 17Q (784.210000 sec): 3 clusters
  Score: Raw -18969898.424045 + Penalty 3895.001959 = -18966003.422086
  nChanged 1071
		SP:Iteration 18Q (785.060000 sec): 3 clusters
  Score: Raw -18970238.810854 + Penalty 3895.001959 = -18966343.808895
  nChanged 1103
		SP:Iteration 19Q (785.890000 sec): 3 clusters
  Score: Raw -18970578.143078 + Penalty 3895.001959 = -18966683.141119
  nChanged 1108
		SP:Iteration 20F (786.750000 sec): 3 clusters
  Score: Raw -18970870.085112 + Penalty 3895.001959 = -18966975.083153
  nChanged 970
		SP:Iteration 21Q (787.640000 sec): 3 clusters
  Score: Raw -18971076.865907 + Penalty 3895.001959 = -18967181.863949
  nChanged 864
		SP:Iteration 22Q (788.540000 sec): 3 clusters
  Score: Raw -18971214.620705 + Penalty 3895.001959 = -18967319.618746
  nChanged 701
		SP:Iteration 23Q (789.410000 sec): 3 clusters
  Score: Raw -18971298.466146 + Penalty 3895.001959 = -18967403.464187
  nChanged 589
		SP:Iteration 24Q (790.320000 sec): 3 clusters
  Score: Raw -18971353.978286 + Penalty 3895.001959 = -18967458.976327
  nChanged 477
		SP:Iteration 25Q (791.160000 sec): 3 clusters
  Score: Raw -18971391.557181 + Penalty 3895.001959 = -18967496.555222
  nChanged 399
		SP:Iteration 26Q (792.010000 sec): 3 clusters
  Score: Raw -18971418.742008 + Penalty 3895.001959 = -18967523.740050
  nChanged 344
		SP:Iteration 27Q (792.850000 sec): 3 clusters
  Score: Raw -18971438.478575 + Penalty 3895.001959 = -18967543.476616
  nChanged 300
		SP:Iteration 28Q (793.740000 sec): 3 clusters
  Score: Raw -18971452.906943 + Penalty 3895.001959 = -18967557.904984
  nChanged 251
		SP:Iteration 29Q (794.670000 sec): 3 clusters
  Score: Raw -18971462.502472 + Penalty 3895.001959 = -18967567.500513
  nChanged 211
		SP:Iteration 30Q (795.550000 sec): 3 clusters
  Score: Raw -18971468.839932 + Penalty 3895.001959 = -18967573.837973
  nChanged 180
		SP:Iteration 31Q (796.450000 sec): 3 clusters
  Score: Raw -18971473.854323 + Penalty 3895.001959 = -18967578.852364
  nChanged 168
		SP:Iteration 32Q (797.370000 sec): 3 clusters
  Score: Raw -18971478.317955 + Penalty 3895.001959 = -18967583.315996
  nChanged 163
		SP:Iteration 33Q (798.240000 sec): 3 clusters
  Score: Raw -18971482.484352 + Penalty 3895.001959 = -18967587.482393
  nChanged 131
		SP:Iteration 34Q (799.060000 sec): 3 clusters
  Score: Raw -18971485.280726 + Penalty 3895.001959 = -18967590.278767
  nChanged 97
		SP:Iteration 35Q (799.920000 sec): 3 clusters
  Score: Raw -18971487.071176 + Penalty 3895.001959 = -18967592.069217
  nChanged 93
		SP:Iteration 36Q (800.750000 sec): 3 clusters
  Score: Raw -18971488.911095 + Penalty 3895.001959 = -18967593.909136
  nChanged 81
		SP:Iteration 37Q (801.570000 sec): 3 clusters
  Score: Raw -18971490.151937 + Penalty 3895.001959 = -18967595.149979
  nChanged 58
		SP:Iteration 38Q (802.400000 sec): 3 clusters
  Score: Raw -18971491.040772 + Penalty 3895.001959 = -18967596.038814
  nChanged 57
		SP:Iteration 39Q (803.240000 sec): 3 clusters
  Score: Raw -18971491.875224 + Penalty 3895.001959 = -18967596.873265
  nChanged 49
		SP:Iteration 40F (804.030000 sec): 3 clusters
  Score: Raw -18971492.614635 + Penalty 3895.001959 = -18967597.612677
  nChanged 52
		SP:Iteration 41Q (804.800000 sec): 3 clusters
  Score: Raw -18971493.316775 + Penalty 3895.001959 = -18967598.314816
  nChanged 36
		SP:Iteration 42Q (805.640000 sec): 3 clusters
  Score: Raw -18971493.723465 + Penalty 3895.001959 = -18967598.721507
  nChanged 32
		SP:Iteration 43Q (806.500000 sec): 3 clusters
  Score: Raw -18971494.059961 + Penalty 3895.001959 = -18967599.058002
  nChanged 31
		SP:Iteration 44Q (807.390000 sec): 3 clusters
  Score: Raw -18971494.407132 + Penalty 3895.001959 = -18967599.405173
  nChanged 22
		SP:Iteration 45Q (808.270000 sec): 3 clusters
  Score: Raw -18971494.599260 + Penalty 3895.001959 = -18967599.597301
  nChanged 17
		SP:Iteration 46Q (809.130000 sec): 3 clusters
  Score: Raw -18971494.789157 + Penalty 3895.001959 = -18967599.787198
  nChanged 13
		SP:Iteration 47Q (810.010000 sec): 3 clusters
  Score: Raw -18971494.899411 + Penalty 3895.001959 = -18967599.897453
  nChanged 6
		SP:Iteration 48Q (810.870000 sec): 3 clusters
  Score: Raw -18971494.970941 + Penalty 3895.001959 = -18967599.968982
  nChanged 5
		SP:Iteration 49Q (811.790000 sec): 3 clusters
  Score: Raw -18971495.004673 + Penalty 3895.001959 = -18967600.002714
  nChanged 3
		SP:Iteration 50Q (812.730000 sec): 3 clusters
  Score: Raw -18971495.063824 + Penalty 3895.001959 = -18967600.061865
  nChanged 7
		SP:Iteration 51Q (813.660000 sec): 3 clusters
  Score: Raw -18971495.129427 + Penalty 3895.001959 = -18967600.127468
  nChanged 4
		SP:Iteration 52Q (814.600000 sec): 3 clusters
  Score: Raw -18971495.158883 + Penalty 3895.001959 = -18967600.156924
  nChanged 8
		SP:Iteration 53Q (815.460000 sec): 3 clusters
  Score: Raw -18971495.225121 + Penalty 3895.001959 = -18967600.223163
  nChanged 4
		SP:Iteration 54Q (816.260000 sec): 3 clusters
  Score: Raw -18971495.263240 + Penalty 3895.001959 = -18967600.261281
  nChanged 6
		SP:Iteration 55Q (817.130000 sec): 3 clusters
  Score: Raw -18971495.321055 + Penalty 3895.001959 = -18967600.319096
  nChanged 9
		SP:Iteration 56Q (818.020000 sec): 3 clusters
  Score: Raw -18971495.420585 + Penalty 3895.001959 = -18967600.418627
  nChanged 7
		SP:Iteration 57Q (818.870000 sec): 3 clusters
  Score: Raw -18971495.542416 + Penalty 3895.001959 = -18967600.540457
  nChanged 11
		SP:Iteration 58Q (819.740000 sec): 3 clusters
  Score: Raw -18971495.662629 + Penalty 3895.001959 = -18967600.660670
  nChanged 8
		SP:Iteration 59Q (820.570000 sec): 3 clusters
  Score: Raw -18971495.734895 + Penalty 3895.001959 = -18967600.732936
  nChanged 7
		SP:Iteration 60F (821.340000 sec): 3 clusters
  Score: Raw -18971495.787300 + Penalty 3895.001959 = -18967600.785341
  nChanged 6
		SP:Iteration 61Q (822.220000 sec): 3 clusters
  Score: Raw -18971495.834425 + Penalty 3895.001959 = -18967600.832466
  nChanged 5
		SP:Iteration 62Q (823.130000 sec): 3 clusters
  Score: Raw -18971495.870353 + Penalty 3895.001959 = -18967600.868395
  nChanged 0
		SP:Iteration 63F (824.010000 sec): 3 clusters
  Score: Raw -18971495.870353 + Penalty 3895.001959 = -18967600.868395
  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 6.56 GB.

 Trying to split cluster 18 (21132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (824.330000 sec): 2 clusters
  Score: Raw -2326176.228538 + Penalty 1618.263361 = -2324557.965177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (824.610000 sec): 3 clusters
  Score: Raw -2313631.902224 + Penalty 3236.526721 = -2310395.375502
  nChanged 9575
		SP:Iteration 1F (824.880000 sec): 3 clusters
  Score: Raw -2320006.975016 + Penalty 3236.526721 = -2316770.448295
  nChanged 1771
		SP:Iteration 2F (825.140000 sec): 3 clusters
  Score: Raw -2322038.720089 + Penalty 3236.526721 = -2318802.193367
  nChanged 2077
		SP:Iteration 3F (825.420000 sec): 3 clusters
  Score: Raw -2325079.512303 + Penalty 3236.526721 = -2321842.985581
  nChanged 2402
		SP:Iteration 4F (825.710000 sec): 3 clusters
  Score: Raw -2329009.098108 + Penalty 3236.526721 = -2325772.571387
  nChanged 2241
		SP:Iteration 5F (825.970000 sec): 3 clusters
  Score: Raw -2332523.449302 + Penalty 3236.526721 = -2329286.922581
  nChanged 1677
		SP:Iteration 6F (826.260000 sec): 3 clusters
  Score: Raw -2334915.632584 + Penalty 3236.526721 = -2331679.105863
  nChanged 919
		SP:Iteration 7Q (826.540000 sec): 3 clusters
  Score: Raw -2336048.524213 + Penalty 3236.526721 = -2332811.997491
  nChanged 520
		SP:Iteration 8Q (826.820000 sec): 3 clusters
  Score: Raw -2336591.482196 + Penalty 3236.526721 = -2333354.955475
  nChanged 346
		SP:Iteration 9Q (827.110000 sec): 3 clusters
  Score: Raw -2337007.992543 + Penalty 3236.526721 = -2333771.465822
  nChanged 287
		SP:Iteration 10Q (827.380000 sec): 3 clusters
  Score: Raw -2337400.814711 + Penalty 3236.526721 = -2334164.287990
  nChanged 251
		SP:Iteration 11Q (827.640000 sec): 3 clusters
  Score: Raw -2337765.684656 + Penalty 3236.526721 = -2334529.157934
  nChanged 204
		SP:Iteration 12Q (827.950000 sec): 3 clusters
  Score: Raw -2338035.471318 + Penalty 3236.526721 = -2334798.944597
  nChanged 163
		SP:Iteration 13Q (828.270000 sec): 3 clusters
  Score: Raw -2338204.352226 + Penalty 3236.526721 = -2334967.825504
  nChanged 103
		SP:Iteration 14Q (828.540000 sec): 3 clusters
  Score: Raw -2338271.722719 + Penalty 3236.526721 = -2335035.195997
  nChanged 77
		SP:Iteration 15Q (828.770000 sec): 3 clusters
  Score: Raw -2338295.906854 + Penalty 3236.526721 = -2335059.380132
  nChanged 54
		SP:Iteration 16Q (829.060000 sec): 3 clusters
  Score: Raw -2338309.154402 + Penalty 3236.526721 = -2335072.627681
  nChanged 34
		SP:Iteration 17Q (829.310000 sec): 3 clusters
  Score: Raw -2338314.298620 + Penalty 3236.526721 = -2335077.771898
  nChanged 18
		SP:Iteration 18Q (829.640000 sec): 3 clusters
  Score: Raw -2338319.962288 + Penalty 3236.526721 = -2335083.435567
  nChanged 10
		SP:Iteration 19Q (829.900000 sec): 3 clusters
  Score: Raw -2338321.261084 + Penalty 3236.526721 = -2335084.734362
  nChanged 10
		SP:Iteration 20F (830.120000 sec): 3 clusters
  Score: Raw -2338326.278176 + Penalty 3236.526721 = -2335089.751455
  nChanged 5
		SP:Iteration 21Q (830.440000 sec): 3 clusters
  Score: Raw -2338327.284152 + Penalty 3236.526721 = -2335090.757430
  nChanged 4
		SP:Iteration 22Q (830.670000 sec): 3 clusters
  Score: Raw -2338327.752292 + Penalty 3236.526721 = -2335091.225571
  nChanged 5
		SP:Iteration 23Q (830.930000 sec): 3 clusters
  Score: Raw -2338328.071484 + Penalty 3236.526721 = -2335091.544763
  nChanged 0
		SP:Iteration 24F (831.230000 sec): 3 clusters
  Score: Raw -2338328.071484 + Penalty 3236.526721 = -2335091.544763
  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 6.56 GB.

 Trying to split cluster 19 (168231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (832.310000 sec): 2 clusters
  Score: Raw -20565546.907859 + Penalty 1955.377664 = -20563591.530196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (833.200000 sec): 3 clusters
  Score: Raw -20455194.776643 + Penalty 3910.755327 = -20451284.021316
  nChanged 81282
		SP:Iteration 1F (834.100000 sec): 3 clusters
  Score: Raw -20512087.244261 + Penalty 3910.755327 = -20508176.488934
  nChanged 13190
		SP:Iteration 2F (834.960000 sec): 3 clusters
  Score: Raw -20526471.988618 + Penalty 3910.755327 = -20522561.233291
  nChanged 17731
		SP:Iteration 3F (835.880000 sec): 3 clusters
  Score: Raw -20544741.535067 + Penalty 3910.755327 = -20540830.779740
  nChanged 17152
		SP:Iteration 4F (836.880000 sec): 3 clusters
  Score: Raw -20558438.677665 + Penalty 3910.755327 = -20554527.922338
  nChanged 12306
		SP:Iteration 5F (837.820000 sec): 3 clusters
  Score: Raw -20565024.216866 + Penalty 3910.755327 = -20561113.461539
  nChanged 7258
		SP:Iteration 6Q (838.830000 sec): 3 clusters
  Score: Raw -20567437.176944 + Penalty 3910.755327 = -20563526.421617
  nChanged 4311
		SP:Iteration 7Q (839.780000 sec): 3 clusters
  Score: Raw -20568492.461326 + Penalty 3910.755327 = -20564581.705999
  nChanged 3167
		SP:Iteration 8Q (840.730000 sec): 3 clusters
  Score: Raw -20569174.088640 + Penalty 3910.755327 = -20565263.333313
  nChanged 2710
		SP:Iteration 9Q (841.640000 sec): 3 clusters
  Score: Raw -20569713.674705 + Penalty 3910.755327 = -20565802.919378
  nChanged 2598
		SP:Iteration 10Q (842.520000 sec): 3 clusters
  Score: Raw -20570204.170053 + Penalty 3910.755327 = -20566293.414726
  nChanged 2475
		SP:Iteration 11Q (843.380000 sec): 3 clusters
  Score: Raw -20570653.603164 + Penalty 3910.755327 = -20566742.847837
  nChanged 2340
		SP:Iteration 12Q (844.320000 sec): 3 clusters
  Score: Raw -20571070.615064 + Penalty 3910.755327 = -20567159.859737
  nChanged 2280
		SP:Iteration 13Q (845.240000 sec): 3 clusters
  Score: Raw -20571460.357411 + Penalty 3910.755327 = -20567549.602084
  nChanged 2105
		SP:Iteration 14Q (846.140000 sec): 3 clusters
  Score: Raw -20571807.695647 + Penalty 3910.755327 = -20567896.940320
  nChanged 1955
		SP:Iteration 15Q (847.040000 sec): 3 clusters
  Score: Raw -20572123.571746 + Penalty 3910.755327 = -20568212.816419
  nChanged 1862
		SP:Iteration 16Q (847.900000 sec): 3 clusters
  Score: Raw -20572406.155465 + Penalty 3910.755327 = -20568495.400138
  nChanged 1741
		SP:Iteration 17Q (848.860000 sec): 3 clusters
  Score: Raw -20572657.372552 + Penalty 3910.755327 = -20568746.617225
  nChanged 1540
		SP:Iteration 18Q (849.790000 sec): 3 clusters
  Score: Raw -20572866.029339 + Penalty 3910.755327 = -20568955.274012
  nChanged 1414
		SP:Iteration 19Q (850.750000 sec): 3 clusters
  Score: Raw -20573046.820952 + Penalty 3910.755327 = -20569136.065624
  nChanged 1291
		SP:Iteration 20F (851.710000 sec): 3 clusters
  Score: Raw -20573202.415189 + Penalty 3910.755327 = -20569291.659862
  nChanged 1179
		SP:Iteration 21Q (852.710000 sec): 3 clusters
  Score: Raw -20573337.532096 + Penalty 3910.755327 = -20569426.776769
  nChanged 1088
		SP:Iteration 22Q (853.680000 sec): 3 clusters
  Score: Raw -20573453.876009 + Penalty 3910.755327 = -20569543.120682
  nChanged 972
		SP:Iteration 23Q (854.670000 sec): 3 clusters
  Score: Raw -20573547.033240 + Penalty 3910.755327 = -20569636.277913
  nChanged 848
		SP:Iteration 24Q (855.620000 sec): 3 clusters
  Score: Raw -20573623.762484 + Penalty 3910.755327 = -20569713.007157
  nChanged 780
		SP:Iteration 25Q (856.520000 sec): 3 clusters
  Score: Raw -20573688.835316 + Penalty 3910.755327 = -20569778.079989
  nChanged 686
		SP:Iteration 26Q (857.550000 sec): 3 clusters
  Score: Raw -20573740.086994 + Penalty 3910.755327 = -20569829.331667
  nChanged 605
		SP:Iteration 27Q (858.490000 sec): 3 clusters
  Score: Raw -20573783.001879 + Penalty 3910.755327 = -20569872.246552
  nChanged 568
		SP:Iteration 28Q (859.430000 sec): 3 clusters
  Score: Raw -20573821.690935 + Penalty 3910.755327 = -20569910.935608
  nChanged 526
		SP:Iteration 29Q (860.370000 sec): 3 clusters
  Score: Raw -20573855.653343 + Penalty 3910.755327 = -20569944.898016
  nChanged 462
		SP:Iteration 30Q (861.300000 sec): 3 clusters
  Score: Raw -20573883.344592 + Penalty 3910.755327 = -20569972.589265
  nChanged 408
		SP:Iteration 31Q (862.250000 sec): 3 clusters
  Score: Raw -20573905.292651 + Penalty 3910.755327 = -20569994.537324
  nChanged 348
		SP:Iteration 32Q (863.190000 sec): 3 clusters
  Score: Raw -20573921.232472 + Penalty 3910.755327 = -20570010.477145
  nChanged 299
		SP:Iteration 33Q (864.070000 sec): 3 clusters
  Score: Raw -20573934.229626 + Penalty 3910.755327 = -20570023.474299
  nChanged 275
		SP:Iteration 34Q (865.030000 sec): 3 clusters
  Score: Raw -20573945.202646 + Penalty 3910.755327 = -20570034.447319
  nChanged 247
		SP:Iteration 35Q (866.020000 sec): 3 clusters
  Score: Raw -20573955.126369 + Penalty 3910.755327 = -20570044.371042
  nChanged 255
		SP:Iteration 36Q (867.050000 sec): 3 clusters
  Score: Raw -20573964.171620 + Penalty 3910.755327 = -20570053.416293
  nChanged 206
		SP:Iteration 37Q (868.060000 sec): 3 clusters
  Score: Raw -20573971.102659 + Penalty 3910.755327 = -20570060.347332
  nChanged 196
		SP:Iteration 38Q (869.050000 sec): 3 clusters
  Score: Raw -20573977.863692 + Penalty 3910.755327 = -20570067.108365
  nChanged 192
		SP:Iteration 39Q (869.960000 sec): 3 clusters
  Score: Raw -20573984.558794 + Penalty 3910.755327 = -20570073.803467
  nChanged 178
		SP:Iteration 40F (870.800000 sec): 3 clusters
  Score: Raw -20573990.399484 + Penalty 3910.755327 = -20570079.644157
  nChanged 168
		SP:Iteration 41Q (871.710000 sec): 3 clusters
  Score: Raw -20573995.757603 + Penalty 3910.755327 = -20570085.002275
  nChanged 153
		SP:Iteration 42Q (872.640000 sec): 3 clusters
  Score: Raw -20574000.177210 + Penalty 3910.755327 = -20570089.421883
  nChanged 112
		SP:Iteration 43Q (873.610000 sec): 3 clusters
  Score: Raw -20574003.068207 + Penalty 3910.755327 = -20570092.312880
  nChanged 94
		SP:Iteration 44Q (874.480000 sec): 3 clusters
  Score: Raw -20574005.319114 + Penalty 3910.755327 = -20570094.563787
  nChanged 80
		SP:Iteration 45Q (875.290000 sec): 3 clusters
  Score: Raw -20574007.131371 + Penalty 3910.755327 = -20570096.376044
  nChanged 78
		SP:Iteration 46Q (876.130000 sec): 3 clusters
  Score: Raw -20574008.681782 + Penalty 3910.755327 = -20570097.926454
  nChanged 72
		SP:Iteration 47Q (877.020000 sec): 3 clusters
  Score: Raw -20574010.217596 + Penalty 3910.755327 = -20570099.462269
  nChanged 70
		SP:Iteration 48Q (877.970000 sec): 3 clusters
  Score: Raw -20574011.502597 + Penalty 3910.755327 = -20570100.747270
  nChanged 47
		SP:Iteration 49Q (878.910000 sec): 3 clusters
  Score: Raw -20574012.221294 + Penalty 3910.755327 = -20570101.465966
  nChanged 43
		SP:Iteration 50Q (879.890000 sec): 3 clusters
  Score: Raw -20574012.952292 + Penalty 3910.755327 = -20570102.196965
  nChanged 44
		SP:Iteration 51Q (880.820000 sec): 3 clusters
  Score: Raw -20574013.854721 + Penalty 3910.755327 = -20570103.099394
  nChanged 45
		SP:Iteration 52Q (881.770000 sec): 3 clusters
  Score: Raw -20574014.758170 + Penalty 3910.755327 = -20570104.002843
  nChanged 45
		SP:Iteration 53Q (882.730000 sec): 3 clusters
  Score: Raw -20574015.533692 + Penalty 3910.755327 = -20570104.778365
  nChanged 33
		SP:Iteration 54Q (883.690000 sec): 3 clusters
  Score: Raw -20574015.948650 + Penalty 3910.755327 = -20570105.193323
  nChanged 34
		SP:Iteration 55Q (884.610000 sec): 3 clusters
  Score: Raw -20574016.397228 + Penalty 3910.755327 = -20570105.641901
  nChanged 32
		SP:Iteration 56Q (885.550000 sec): 3 clusters
  Score: Raw -20574016.974307 + Penalty 3910.755327 = -20570106.218980
  nChanged 38
		SP:Iteration 57Q (886.450000 sec): 3 clusters
  Score: Raw -20574017.618323 + Penalty 3910.755327 = -20570106.862996
  nChanged 37
		SP:Iteration 58Q (887.370000 sec): 3 clusters
  Score: Raw -20574018.202106 + Penalty 3910.755327 = -20570107.446779
  nChanged 38
		SP:Iteration 59Q (888.280000 sec): 3 clusters
  Score: Raw -20574018.877699 + Penalty 3910.755327 = -20570108.122372
  nChanged 38
		SP:Iteration 60F (889.140000 sec): 3 clusters
  Score: Raw -20574019.404848 + Penalty 3910.755327 = -20570108.649521
  nChanged 26
		SP:Iteration 61Q (890.040000 sec): 3 clusters
  Score: Raw -20574019.789723 + Penalty 3910.755327 = -20570109.034396
  nChanged 20
		SP:Iteration 62Q (890.940000 sec): 3 clusters
  Score: Raw -20574020.060185 + Penalty 3910.755327 = -20570109.304858
  nChanged 20
		SP:Iteration 63Q (891.890000 sec): 3 clusters
  Score: Raw -20574020.327973 + Penalty 3910.755327 = -20570109.572646
  nChanged 11
		SP:Iteration 64Q (892.800000 sec): 3 clusters
  Score: Raw -20574020.454698 + Penalty 3910.755327 = -20570109.699371
  nChanged 15
		SP:Iteration 65Q (893.710000 sec): 3 clusters
  Score: Raw -20574020.647201 + Penalty 3910.755327 = -20570109.891874
  nChanged 16
		SP:Iteration 66Q (894.640000 sec): 3 clusters
  Score: Raw -20574020.788221 + Penalty 3910.755327 = -20570110.032894
  nChanged 13
		SP:Iteration 67Q (895.480000 sec): 3 clusters
  Score: Raw -20574020.924366 + Penalty 3910.755327 = -20570110.169039
  nChanged 14
		SP:Iteration 68Q (896.360000 sec): 3 clusters
  Score: Raw -20574021.055966 + Penalty 3910.755327 = -20570110.300639
  nChanged 9
		SP:Iteration 69Q (897.270000 sec): 3 clusters
  Score: Raw -20574021.142549 + Penalty 3910.755327 = -20570110.387222
  nChanged 13
		SP:Iteration 70Q (898.130000 sec): 3 clusters
  Score: Raw -20574021.259279 + Penalty 3910.755327 = -20570110.503952
  nChanged 8
		SP:Iteration 71Q (899.070000 sec): 3 clusters
  Score: Raw -20574021.328088 + Penalty 3910.755327 = -20570110.572761
  nChanged 7
		SP:Iteration 72Q (899.970000 sec): 3 clusters
  Score: Raw -20574021.410288 + Penalty 3910.755327 = -20570110.654961
  nChanged 5
		SP:Iteration 73Q (900.890000 sec): 3 clusters
  Score: Raw -20574021.489822 + Penalty 3910.755327 = -20570110.734495
  nChanged 9
		SP:Iteration 74Q (901.820000 sec): 3 clusters
  Score: Raw -20574021.615936 + Penalty 3910.755327 = -20570110.860609
  nChanged 15
		SP:Iteration 75Q (902.790000 sec): 3 clusters
  Score: Raw -20574021.877440 + Penalty 3910.755327 = -20570111.122113
  nChanged 18
		SP:Iteration 76Q (903.770000 sec): 3 clusters
  Score: Raw -20574022.196576 + Penalty 3910.755327 = -20570111.441249
  nChanged 24
		SP:Iteration 77Q (904.690000 sec): 3 clusters
  Score: Raw -20574022.686100 + Penalty 3910.755327 = -20570111.930773
  nChanged 34
		SP:Iteration 78Q (905.650000 sec): 3 clusters
  Score: Raw -20574023.352896 + Penalty 3910.755327 = -20570112.597569
  nChanged 36
		SP:Iteration 79Q (906.620000 sec): 3 clusters
  Score: Raw -20574023.883827 + Penalty 3910.755327 = -20570113.128500
  nChanged 28
		SP:Iteration 80F (907.480000 sec): 3 clusters
  Score: Raw -20574024.462931 + Penalty 3910.755327 = -20570113.707604
  nChanged 32
		SP:Iteration 81Q (908.370000 sec): 3 clusters
  Score: Raw -20574025.124021 + Penalty 3910.755327 = -20570114.368694
  nChanged 28
		SP:Iteration 82Q (909.190000 sec): 3 clusters
  Score: Raw -20574025.566738 + Penalty 3910.755327 = -20570114.811411
  nChanged 32
		SP:Iteration 83Q (910.040000 sec): 3 clusters
  Score: Raw -20574026.091920 + Penalty 3910.755327 = -20570115.336592
  nChanged 25
		SP:Iteration 84Q (910.840000 sec): 3 clusters
  Score: Raw -20574026.454006 + Penalty 3910.755327 = -20570115.698679
  nChanged 17
		SP:Iteration 85Q (911.660000 sec): 3 clusters
  Score: Raw -20574026.654775 + Penalty 3910.755327 = -20570115.899448
  nChanged 16
		SP:Iteration 86Q (912.460000 sec): 3 clusters
  Score: Raw -20574026.874959 + Penalty 3910.755327 = -20570116.119632
  nChanged 12
		SP:Iteration 87Q (913.310000 sec): 3 clusters
  Score: Raw -20574027.026440 + Penalty 3910.755327 = -20570116.271113
  nChanged 12
		SP:Iteration 88Q (914.160000 sec): 3 clusters
  Score: Raw -20574027.151703 + Penalty 3910.755327 = -20570116.396376
  nChanged 8
		SP:Iteration 89Q (915.020000 sec): 3 clusters
  Score: Raw -20574027.225313 + Penalty 3910.755327 = -20570116.469986
  nChanged 3
		SP:Iteration 90Q (915.900000 sec): 3 clusters
  Score: Raw -20574027.257523 + Penalty 3910.755327 = -20570116.502196
  nChanged 4
		SP:Iteration 91Q (916.770000 sec): 3 clusters
  Score: Raw -20574027.296771 + Penalty 3910.755327 = -20570116.541444
  nChanged 7
		SP:Iteration 92Q (917.660000 sec): 3 clusters
  Score: Raw -20574027.355423 + Penalty 3910.755327 = -20570116.600096
  nChanged 5
		SP:Iteration 93Q (918.500000 sec): 3 clusters
  Score: Raw -20574027.398745 + Penalty 3910.755327 = -20570116.643418
  nChanged 3
		SP:Iteration 94Q (919.410000 sec): 3 clusters
  Score: Raw -20574027.427696 + Penalty 3910.755327 = -20570116.672369
  nChanged 1
		SP:Iteration 95Q (920.310000 sec): 3 clusters
  Score: Raw -20574027.434811 + Penalty 3910.755327 = -20570116.679484
  nChanged 1
		SP:Iteration 96Q (921.190000 sec): 3 clusters
  Score: Raw -20574027.445493 + Penalty 3910.755327 = -20570116.690166
  nChanged 0
		SP:Iteration 97F (922.030000 sec): 3 clusters
  Score: Raw -20574027.445493 + Penalty 3910.755327 = -20570116.690166
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 20F (976.640000 sec): 39 clusters
  Score: Raw -105699722.762964 + Penalty 84727.554190 = -105614995.208774
  nChanged 58012
Deleting Class 14 (1667 points): Lose 2029.513792 but Gain 2229.672479
Iteration 21F (1032.700000 sec): 38 clusters
  Score: Raw -105749299.276629 + Penalty 82497.881712 = -105666801.394917
  nChanged 32494
Iteration 22Q (1069.390000 sec): 38 clusters
  Score: Raw -105779970.769003 + Penalty 82497.881712 = -105697472.887291
  nChanged 20982
Iteration 23Q (1096.340000 sec): 38 clusters
  Score: Raw -105798975.563104 + Penalty 82497.881712 = -105716477.681392
  nChanged 15426
Iteration 24Q (1129.550000 sec): 38 clusters
  Score: Raw -105808678.885888 + Penalty 82497.881712 = -105726181.004176
  nChanged 11753
Iteration 25Q (1163.840000 sec): 38 clusters
  Score: Raw -105813665.637345 + Penalty 82497.881712 = -105731167.755634
  nChanged 8997
Iteration 26Q (1200.010000 sec): 38 clusters
  Score: Raw -105816601.820764 + Penalty 82497.881712 = -105734103.939052
  nChanged 7356
Iteration 27Q (1237.370000 sec): 38 clusters
  Score: Raw -105818742.545115 + Penalty 82497.881712 = -105736244.663403
  nChanged 6339
Iteration 28Q (1269.520000 sec): 38 clusters
  Score: Raw -105820640.270700 + Penalty 82497.881712 = -105738142.388988
  nChanged 5916
Iteration 29Q (1302.760000 sec): 38 clusters
  Score: Raw -105822394.244499 + Penalty 82497.881712 = -105739896.362788
  nChanged 5684
Iteration 30Q (1338.210000 sec): 38 clusters
  Score: Raw -105823988.699137 + Penalty 82497.881712 = -105741490.817425
  nChanged 5479
Iteration 31Q (1377.690000 sec): 38 clusters
  Score: Raw -105825397.202069 + Penalty 82497.881712 = -105742899.320358
  nChanged 5450
Iteration 32Q (1417.040000 sec): 38 clusters
  Score: Raw -105826717.129555 + Penalty 82497.881712 = -105744219.247843
  nChanged 5122
Iteration 33Q (1449.280000 sec): 38 clusters
  Score: Raw -105828004.172390 + Penalty 82497.881712 = -105745506.290678
  nChanged 4780
Iteration 34Q (1486.890000 sec): 38 clusters
  Score: Raw -105829119.590404 + Penalty 82497.881712 = -105746621.708692
  nChanged 4515
Iteration 35Q (1530.410000 sec): 38 clusters
  Score: Raw -105830181.805456 + Penalty 82497.881712 = -105747683.923744
  nChanged 4321
Iteration 36Q (1569.300000 sec): 38 clusters
  Score: Raw -105831201.991289 + Penalty 82497.881712 = -105748704.109577
  nChanged 4208
Iteration 37Q (1604.890000 sec): 38 clusters
  Score: Raw -105832227.788467 + Penalty 82497.881712 = -105749729.906755
  nChanged 4055
Iteration 38Q (1638.220000 sec): 38 clusters
  Score: Raw -105833149.795060 + Penalty 82497.881712 = -105750651.913348
  nChanged 3887
Iteration 39Q (1675.510000 sec): 38 clusters
  Score: Raw -105833907.115214 + Penalty 82497.881712 = -105751409.233502
  nChanged 3856
Iteration 40F (1743.780000 sec): 38 clusters
  Score: Raw -105836725.647775 + Penalty 82497.881712 = -105754227.766064
  nChanged 4359
Iteration 41Q (1804.610000 sec): 38 clusters
  Score: Raw -105839397.734238 + Penalty 82497.881712 = -105756899.852526
  nChanged 4524
Iteration 42Q (1865.980000 sec): 38 clusters
  Score: Raw -105840511.585796 + Penalty 82497.881712 = -105758013.704084
  nChanged 4263
Iteration 43Q (1929.370000 sec): 38 clusters
  Score: Raw -105841269.591088 + Penalty 82497.881712 = -105758771.709376
  nChanged 3939
Iteration 44Q (1984.910000 sec): 38 clusters
  Score: Raw -105841867.364361 + Penalty 82497.881712 = -105759369.482649
  nChanged 3698
Iteration 45Q (2041.440000 sec): 38 clusters
  Score: Raw -105842368.811074 + Penalty 82497.881712 = -105759870.929362
  nChanged 3482
Iteration 46Q (2099.020000 sec): 38 clusters
  Score: Raw -105842837.724392 + Penalty 82497.881712 = -105760339.842680
  nChanged 3367
Iteration 47Q (2157.820000 sec): 38 clusters
  Score: Raw -105843313.177389 + Penalty 82497.881712 = -105760815.295677
  nChanged 3355
Iteration 48Q (2214.660000 sec): 38 clusters
  Score: Raw -105843783.332714 + Penalty 82497.881712 = -105761285.451002
  nChanged 3300
Iteration 49Q (2264.150000 sec): 38 clusters
  Score: Raw -105844238.046241 + Penalty 82497.881712 = -105761740.164529
  nChanged 3229
Iteration 50Q (2320.130000 sec): 38 clusters
  Score: Raw -105844706.309850 + Penalty 82497.881712 = -105762208.428138
  nChanged 3235
Iteration 51Q (2375.730000 sec): 38 clusters
  Score: Raw -105845189.550465 + Penalty 82497.881712 = -105762691.668754
  nChanged 3234
Iteration 52Q (2429.330000 sec): 38 clusters
  Score: Raw -105845677.782519 + Penalty 82497.881712 = -105763179.900807
  nChanged 3142
Iteration 53Q (2487.740000 sec): 38 clusters
  Score: Raw -105846147.357510 + Penalty 82497.881712 = -105763649.475798
  nChanged 3002
Iteration 54Q (2539.420000 sec): 38 clusters
  Score: Raw -105846583.172603 + Penalty 82497.881712 = -105764085.290891
  nChanged 2932
Iteration 55Q (2575.280000 sec): 38 clusters
  Score: Raw -105847001.254327 + Penalty 82497.881712 = -105764503.372615
  nChanged 2786
Iteration 56Q (2618.110000 sec): 38 clusters
  Score: Raw -105847398.357633 + Penalty 82497.881712 = -105764900.475922
  nChanged 2686
Iteration 57Q (2650.710000 sec): 38 clusters
  Score: Raw -105847769.137986 + Penalty 82497.881712 = -105765271.256274
  nChanged 2651
Iteration 58Q (2694.950000 sec): 38 clusters
  Score: Raw -105848130.540272 + Penalty 82497.881712 = -105765632.658560
  nChanged 2651
Writing temp clu file 
Because OldScore, -105765271.256274, is greater than current (better) Score,-105765632.658560 
 Compute initial score before splitting:   Score: Raw -105848130.540272 + Penalty 82497.881712 = -105765632.658560
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (9525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2695.450000 sec): 2 clusters
  Score: Raw -1058075.605310 + Penalty 1488.772220 = -1056586.833090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2695.680000 sec): 3 clusters
  Score: Raw -1052733.006788 + Penalty 2977.544440 = -1049755.462348
  nChanged 4227
		SP:Iteration 1F (2695.890000 sec): 3 clusters
  Score: Raw -1055737.845808 + Penalty 2977.544440 = -1052760.301368
  nChanged 1116
		SP:Iteration 2F (2696.110000 sec): 3 clusters
  Score: Raw -1057781.177847 + Penalty 2977.544440 = -1054803.633407
  nChanged 1294
		SP:Iteration 3F (2696.290000 sec): 3 clusters
  Score: Raw -1060200.203273 + Penalty 2977.544440 = -1057222.658833
  nChanged 1038
		SP:Iteration 4F (2696.510000 sec): 3 clusters
  Score: Raw -1061842.765271 + Penalty 2977.544440 = -1058865.220831
  nChanged 656
		SP:Iteration 5F (2696.720000 sec): 3 clusters
  Score: Raw -1062665.126985 + Penalty 2977.544440 = -1059687.582545
  nChanged 412
		SP:Iteration 6Q (2696.980000 sec): 3 clusters
  Score: Raw -1063174.289869 + Penalty 2977.544440 = -1060196.745429
  nChanged 253
		SP:Iteration 7Q (2697.210000 sec): 3 clusters
  Score: Raw -1063396.111336 + Penalty 2977.544440 = -1060418.566896
  nChanged 169
		SP:Iteration 8Q (2697.420000 sec): 3 clusters
  Score: Raw -1063486.002450 + Penalty 2977.544440 = -1060508.458010
  nChanged 98
		SP:Iteration 9Q (2697.620000 sec): 3 clusters
  Score: Raw -1063530.398313 + Penalty 2977.544440 = -1060552.853873
  nChanged 81
		SP:Iteration 10Q (2697.870000 sec): 3 clusters
  Score: Raw -1063566.046682 + Penalty 2977.544440 = -1060588.502242
  nChanged 89
		SP:Iteration 11Q (2698.080000 sec): 3 clusters
  Score: Raw -1063591.566801 + Penalty 2977.544440 = -1060614.022361
  nChanged 57
		SP:Iteration 12Q (2698.330000 sec): 3 clusters
  Score: Raw -1063606.521007 + Penalty 2977.544440 = -1060628.976567
  nChanged 33
		SP:Iteration 13Q (2698.560000 sec): 3 clusters
  Score: Raw -1063613.361763 + Penalty 2977.544440 = -1060635.817323
  nChanged 30
		SP:Iteration 14Q (2698.790000 sec): 3 clusters
  Score: Raw -1063618.354133 + Penalty 2977.544440 = -1060640.809693
  nChanged 26
		SP:Iteration 15Q (2699.050000 sec): 3 clusters
  Score: Raw -1063622.894471 + Penalty 2977.544440 = -1060645.350031
  nChanged 21
		SP:Iteration 16Q (2699.260000 sec): 3 clusters
  Score: Raw -1063626.246974 + Penalty 2977.544440 = -1060648.702534
  nChanged 16
		SP:Iteration 17Q (2699.430000 sec): 3 clusters
  Score: Raw -1063627.984144 + Penalty 2977.544440 = -1060650.439704
  nChanged 10
		SP:Iteration 18Q (2699.680000 sec): 3 clusters
  Score: Raw -1063629.178372 + Penalty 2977.544440 = -1060651.633932
  nChanged 11
		SP:Iteration 19Q (2699.900000 sec): 3 clusters
  Score: Raw -1063630.546520 + Penalty 2977.544440 = -1060653.002080
  nChanged 9
		SP:Iteration 20F (2700.110000 sec): 3 clusters
  Score: Raw -1063631.794478 + Penalty 2977.544440 = -1060654.250038
  nChanged 5
		SP:Iteration 21Q (2700.310000 sec): 3 clusters
  Score: Raw -1063632.266812 + Penalty 2977.544440 = -1060654.722372
  nChanged 7
		SP:Iteration 22Q (2700.530000 sec): 3 clusters
  Score: Raw -1063632.997605 + Penalty 2977.544440 = -1060655.453165
  nChanged 5
		SP:Iteration 23Q (2700.760000 sec): 3 clusters
  Score: Raw -1063633.655061 + Penalty 2977.544440 = -1060656.110621
  nChanged 5
		SP:Iteration 24Q (2701.000000 sec): 3 clusters
  Score: Raw -1063634.320958 + Penalty 2977.544440 = -1060656.776518
  nChanged 3
		SP:Iteration 25Q (2701.180000 sec): 3 clusters
  Score: Raw -1063634.704386 + Penalty 2977.544440 = -1060657.159946
  nChanged 1
		SP:Iteration 26Q (2701.430000 sec): 3 clusters
  Score: Raw -1063634.756922 + Penalty 2977.544440 = -1060657.212482
  nChanged 2
		SP:Iteration 27Q (2701.640000 sec): 3 clusters
  Score: Raw -1063634.870412 + Penalty 2977.544440 = -1060657.325972
  nChanged 1
		SP:Iteration 28Q (2701.840000 sec): 3 clusters
  Score: Raw -1063634.950615 + Penalty 2977.544440 = -1060657.406175
  nChanged 1
		SP:Iteration 29Q (2702.060000 sec): 3 clusters
  Score: Raw -1063635.195853 + Penalty 2977.544440 = -1060657.651413
  nChanged 2
		SP:Iteration 30Q (2702.290000 sec): 3 clusters
  Score: Raw -1063635.736047 + Penalty 2977.544440 = -1060658.191607
  nChanged 3
		SP:Iteration 31Q (2702.510000 sec): 3 clusters
  Score: Raw -1063636.385646 + Penalty 2977.544440 = -1060658.841206
  nChanged 4
		SP:Iteration 32Q (2702.750000 sec): 3 clusters
  Score: Raw -1063636.952900 + Penalty 2977.544440 = -1060659.408460
  nChanged 3
		SP:Iteration 33Q (2702.960000 sec): 3 clusters
  Score: Raw -1063637.144280 + Penalty 2977.544440 = -1060659.599840
  nChanged 2
		SP:Iteration 34Q (2703.120000 sec): 3 clusters
  Score: Raw -1063637.397666 + Penalty 2977.544440 = -1060659.853226
  nChanged 3
		SP:Iteration 35Q (2703.340000 sec): 3 clusters
  Score: Raw -1063637.686922 + Penalty 2977.544440 = -1060660.142482
  nChanged 1
		SP:Iteration 36Q (2703.560000 sec): 3 clusters
  Score: Raw -1063637.826620 + Penalty 2977.544440 = -1060660.282180
  nChanged 3
		SP:Iteration 37Q (2703.780000 sec): 3 clusters
  Score: Raw -1063638.158226 + Penalty 2977.544440 = -1060660.613786
  nChanged 0
		SP:Iteration 38F (2704.020000 sec): 3 clusters
  Score: Raw -1063638.158226 + Penalty 2977.544440 = -1060660.613786
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 14.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2704.170000 sec): 2 clusters
  Score: Raw -310520.640438 + Penalty 1280.200242 = -309240.440196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2704.310000 sec): 3 clusters
  Score: Raw -309284.902880 + Penalty 2560.400484 = -306724.502396
  nChanged 1006
		SP:Iteration 1F (2704.510000 sec): 3 clusters
  Score: Raw -309887.151600 + Penalty 2560.400484 = -307326.751116
  nChanged 199
		SP:Iteration 2F (2704.680000 sec): 3 clusters
  Score: Raw -310010.632770 + Penalty 2560.400484 = -307450.232286
  nChanged 121
		SP:Iteration 3Q (2704.850000 sec): 3 clusters
  Score: Raw -310085.286880 + Penalty 2560.400484 = -307524.886396
  nChanged 100
		SP:Iteration 4Q (2705.040000 sec): 3 clusters
  Score: Raw -310155.589670 + Penalty 2560.400484 = -307595.189186
  nChanged 89
		SP:Iteration 5Q (2705.250000 sec): 3 clusters
  Score: Raw -310220.893652 + Penalty 2560.400484 = -307660.493167
  nChanged 81
		SP:Iteration 6Q (2705.460000 sec): 3 clusters
  Score: Raw -310286.672087 + Penalty 2560.400484 = -307726.271603
  nChanged 82
		SP:Iteration 7Q (2705.610000 sec): 3 clusters
  Score: Raw -310353.730336 + Penalty 2560.400484 = -307793.329852
  nChanged 84
		SP:Iteration 8Q (2705.800000 sec): 3 clusters
  Score: Raw -310424.995918 + Penalty 2560.400484 = -307864.595434
  nChanged 76
		SP:Iteration 9Q (2706.030000 sec): 3 clusters
  Score: Raw -310485.800630 + Penalty 2560.400484 = -307925.400146
  nChanged 68
		SP:Iteration 10Q (2706.180000 sec): 3 clusters
  Score: Raw -310532.799803 + Penalty 2560.400484 = -307972.399319
  nChanged 59
		SP:Iteration 11Q (2706.410000 sec): 3 clusters
  Score: Raw -310565.929714 + Penalty 2560.400484 = -308005.529229
  nChanged 58
		SP:Iteration 12Q (2706.560000 sec): 3 clusters
  Score: Raw -310610.931153 + Penalty 2560.400484 = -308050.530669
  nChanged 66
		SP:Iteration 13Q (2706.770000 sec): 3 clusters
  Score: Raw -310655.211625 + Penalty 2560.400484 = -308094.811140
  nChanged 55
		SP:Iteration 14Q (2706.970000 sec): 3 clusters
  Score: Raw -310696.739123 + Penalty 2560.400484 = -308136.338639
  nChanged 66
		SP:Iteration 15Q (2707.130000 sec): 3 clusters
  Score: Raw -310744.148842 + Penalty 2560.400484 = -308183.748357
  nChanged 61
		SP:Iteration 16Q (2707.280000 sec): 3 clusters
  Score: Raw -310794.448745 + Penalty 2560.400484 = -308234.048261
  nChanged 59
		SP:Iteration 17Q (2707.490000 sec): 3 clusters
  Score: Raw -310834.854451 + Penalty 2560.400484 = -308274.453966
  nChanged 50
		SP:Iteration 18Q (2707.670000 sec): 3 clusters
  Score: Raw -310864.272311 + Penalty 2560.400484 = -308303.871827
  nChanged 48
		SP:Iteration 19Q (2707.860000 sec): 3 clusters
  Score: Raw -310900.587438 + Penalty 2560.400484 = -308340.186954
  nChanged 55
		SP:Iteration 20F (2708.050000 sec): 3 clusters
  Score: Raw -310950.367691 + Penalty 2560.400484 = -308389.967206
  nChanged 53
		SP:Iteration 21Q (2708.270000 sec): 3 clusters
  Score: Raw -311001.072108 + Penalty 2560.400484 = -308440.671624
  nChanged 67
		SP:Iteration 22Q (2708.450000 sec): 3 clusters
  Score: Raw -311076.041606 + Penalty 2560.400484 = -308515.641122
  nChanged 73
		SP:Iteration 23Q (2708.640000 sec): 3 clusters
  Score: Raw -311176.138727 + Penalty 2560.400484 = -308615.738243
  nChanged 80
		SP:Iteration 24Q (2708.820000 sec): 3 clusters
  Score: Raw -311327.559164 + Penalty 2560.400484 = -308767.158679
  nChanged 80
		SP:Iteration 25Q (2709.020000 sec): 3 clusters
  Score: Raw -311572.028531 + Penalty 2560.400484 = -309011.628047
  nChanged 52
		SP:Iteration 26Q (2709.210000 sec): 3 clusters
  Score: Raw -311715.680545 + Penalty 2560.400484 = -309155.280061
  nChanged 40
		SP:Iteration 27Q (2709.410000 sec): 3 clusters
  Score: Raw -311756.207484 + Penalty 2560.400484 = -309195.806999
  nChanged 15
		SP:Iteration 28Q (2709.570000 sec): 3 clusters
  Score: Raw -311765.419590 + Penalty 2560.400484 = -309205.019106
  nChanged 10
		SP:Iteration 29Q (2709.720000 sec): 3 clusters
  Score: Raw -311770.823805 + Penalty 2560.400484 = -309210.423321
  nChanged 5
		SP:Iteration 30Q (2709.930000 sec): 3 clusters
  Score: Raw -311774.296702 + Penalty 2560.400484 = -309213.896218
  nChanged 3
		SP:Iteration 31Q (2710.100000 sec): 3 clusters
  Score: Raw -311776.316994 + Penalty 2560.400484 = -309215.916510
  nChanged 5
		SP:Iteration 32Q (2710.320000 sec): 3 clusters
  Score: Raw -311778.082208 + Penalty 2560.400484 = -309217.681724
  nChanged 3
		SP:Iteration 33Q (2710.500000 sec): 3 clusters
  Score: Raw -311779.023483 + Penalty 2560.400484 = -309218.622998
  nChanged 2
		SP:Iteration 34Q (2710.680000 sec): 3 clusters
  Score: Raw -311779.927542 + Penalty 2560.400484 = -309219.527058
  nChanged 2
		SP:Iteration 35Q (2710.880000 sec): 3 clusters
  Score: Raw -311780.304977 + Penalty 2560.400484 = -309219.904492
  nChanged 1
		SP:Iteration 36Q (2711.040000 sec): 3 clusters
  Score: Raw -311780.465605 + Penalty 2560.400484 = -309220.065120
  nChanged 1
		SP:Iteration 37Q (2711.200000 sec): 3 clusters
  Score: Raw -311780.725505 + Penalty 2560.400484 = -309220.325020
  nChanged 0
		SP:Iteration 38F (2711.440000 sec): 3 clusters
  Score: Raw -311780.725505 + Penalty 2560.400484 = -309220.325020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (53255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2711.740000 sec): 2 clusters
  Score: Raw -6577952.623042 + Penalty 1768.462634 = -6576184.160408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2712.190000 sec): 3 clusters
  Score: Raw -6544021.931069 + Penalty 3536.925267 = -6540485.005801
  nChanged 24990
		SP:Iteration 1F (2712.610000 sec): 3 clusters
  Score: Raw -6558432.078501 + Penalty 3536.925267 = -6554895.153233
  nChanged 2278
		SP:Iteration 2Q (2713.020000 sec): 3 clusters
  Score: Raw -6559313.694476 + Penalty 3536.925267 = -6555776.769209
  nChanged 2589
		SP:Iteration 3Q (2713.420000 sec): 3 clusters
  Score: Raw -6560709.772442 + Penalty 3536.925267 = -6557172.847175
  nChanged 3090
		SP:Iteration 4F (2713.820000 sec): 3 clusters
  Score: Raw -6562872.429798 + Penalty 3536.925267 = -6559335.504531
  nChanged 3663
		SP:Iteration 5F (2714.230000 sec): 3 clusters
  Score: Raw -6565503.194060 + Penalty 3536.925267 = -6561966.268793
  nChanged 3754
		SP:Iteration 6F (2714.630000 sec): 3 clusters
  Score: Raw -6567818.340979 + Penalty 3536.925267 = -6564281.415711
  nChanged 3299
		SP:Iteration 7F (2715.020000 sec): 3 clusters
  Score: Raw -6569398.961722 + Penalty 3536.925267 = -6565862.036455
  nChanged 2569
		SP:Iteration 8Q (2715.410000 sec): 3 clusters
  Score: Raw -6570350.981301 + Penalty 3536.925267 = -6566814.056034
  nChanged 1958
		SP:Iteration 9Q (2715.800000 sec): 3 clusters
  Score: Raw -6570926.002509 + Penalty 3536.925267 = -6567389.077242
  nChanged 1378
		SP:Iteration 10Q (2716.250000 sec): 3 clusters
  Score: Raw -6571241.651690 + Penalty 3536.925267 = -6567704.726423
  nChanged 1052
		SP:Iteration 11Q (2716.640000 sec): 3 clusters
  Score: Raw -6571436.591261 + Penalty 3536.925267 = -6567899.665994
  nChanged 813
		SP:Iteration 12Q (2717.070000 sec): 3 clusters
  Score: Raw -6571569.753717 + Penalty 3536.925267 = -6568032.828450
  nChanged 662
		SP:Iteration 13Q (2717.460000 sec): 3 clusters
  Score: Raw -6571665.304714 + Penalty 3536.925267 = -6568128.379447
  nChanged 595
		SP:Iteration 14Q (2717.860000 sec): 3 clusters
  Score: Raw -6571749.250084 + Penalty 3536.925267 = -6568212.324817
  nChanged 559
		SP:Iteration 15Q (2718.270000 sec): 3 clusters
  Score: Raw -6571825.495681 + Penalty 3536.925267 = -6568288.570413
  nChanged 594
		SP:Iteration 16Q (2718.700000 sec): 3 clusters
  Score: Raw -6571908.115701 + Penalty 3536.925267 = -6568371.190434
  nChanged 649
		SP:Iteration 17Q (2719.100000 sec): 3 clusters
  Score: Raw -6572006.377195 + Penalty 3536.925267 = -6568469.451928
  nChanged 726
		SP:Iteration 18Q (2719.520000 sec): 3 clusters
  Score: Raw -6572124.330852 + Penalty 3536.925267 = -6568587.405585
  nChanged 773
		SP:Iteration 19Q (2719.940000 sec): 3 clusters
  Score: Raw -6572265.433156 + Penalty 3536.925267 = -6568728.507888
  nChanged 885
		SP:Iteration 20F (2720.290000 sec): 3 clusters
  Score: Raw -6572450.972742 + Penalty 3536.925267 = -6568914.047475
  nChanged 994
		SP:Iteration 21Q (2720.700000 sec): 3 clusters
  Score: Raw -6572682.339224 + Penalty 3536.925267 = -6569145.413957
  nChanged 1049
		SP:Iteration 22Q (2721.150000 sec): 3 clusters
  Score: Raw -6572952.586680 + Penalty 3536.925267 = -6569415.661413
  nChanged 1128
		SP:Iteration 23Q (2721.550000 sec): 3 clusters
  Score: Raw -6573265.380314 + Penalty 3536.925267 = -6569728.455047
  nChanged 1165
		SP:Iteration 24Q (2721.950000 sec): 3 clusters
  Score: Raw -6573599.507779 + Penalty 3536.925267 = -6570062.582512
  nChanged 1141
		SP:Iteration 25Q (2722.370000 sec): 3 clusters
  Score: Raw -6573958.959286 + Penalty 3536.925267 = -6570422.034019
  nChanged 1143
		SP:Iteration 26Q (2722.770000 sec): 3 clusters
  Score: Raw -6574324.606725 + Penalty 3536.925267 = -6570787.681458
  nChanged 1125
		SP:Iteration 27Q (2723.180000 sec): 3 clusters
  Score: Raw -6574700.123475 + Penalty 3536.925267 = -6571163.198208
  nChanged 1111
		SP:Iteration 28Q (2723.610000 sec): 3 clusters
  Score: Raw -6575078.932302 + Penalty 3536.925267 = -6571542.007035
  nChanged 1047
		SP:Iteration 29Q (2724.010000 sec): 3 clusters
  Score: Raw -6575440.143012 + Penalty 3536.925267 = -6571903.217745
  nChanged 975
		SP:Iteration 30Q (2724.380000 sec): 3 clusters
  Score: Raw -6575790.566657 + Penalty 3536.925267 = -6572253.641390
  nChanged 907
		SP:Iteration 31Q (2724.790000 sec): 3 clusters
  Score: Raw -6576133.588111 + Penalty 3536.925267 = -6572596.662844
  nChanged 862
		SP:Iteration 32Q (2725.190000 sec): 3 clusters
  Score: Raw -6576480.965252 + Penalty 3536.925267 = -6572944.039985
  nChanged 857
		SP:Iteration 33Q (2725.590000 sec): 3 clusters
  Score: Raw -6576849.698808 + Penalty 3536.925267 = -6573312.773541
  nChanged 747
		SP:Iteration 34Q (2725.980000 sec): 3 clusters
  Score: Raw -6577181.601797 + Penalty 3536.925267 = -6573644.676530
  nChanged 629
		SP:Iteration 35Q (2726.390000 sec): 3 clusters
  Score: Raw -6577459.380652 + Penalty 3536.925267 = -6573922.455384
  nChanged 530
		SP:Iteration 36Q (2726.800000 sec): 3 clusters
  Score: Raw -6577693.279909 + Penalty 3536.925267 = -6574156.354642
  nChanged 428
		SP:Iteration 37Q (2727.180000 sec): 3 clusters
  Score: Raw -6577862.040159 + Penalty 3536.925267 = -6574325.114892
  nChanged 329
		SP:Iteration 38Q (2727.610000 sec): 3 clusters
  Score: Raw -6577997.277615 + Penalty 3536.925267 = -6574460.352348
  nChanged 269
		SP:Iteration 39Q (2728.020000 sec): 3 clusters
  Score: Raw -6578109.992698 + Penalty 3536.925267 = -6574573.067431
  nChanged 213
		SP:Iteration 40F (2728.420000 sec): 3 clusters
  Score: Raw -6578237.821852 + Penalty 3536.925267 = -6574700.896585
  nChanged 200
		SP:Iteration 41Q (2728.870000 sec): 3 clusters
  Score: Raw -6578347.214168 + Penalty 3536.925267 = -6574810.288901
  nChanged 179
		SP:Iteration 42Q (2729.290000 sec): 3 clusters
  Score: Raw -6578440.410594 + Penalty 3536.925267 = -6574903.485327
  nChanged 149
		SP:Iteration 43Q (2729.670000 sec): 3 clusters
  Score: Raw -6578546.533294 + Penalty 3536.925267 = -6575009.608027
  nChanged 128
		SP:Iteration 44Q (2730.070000 sec): 3 clusters
  Score: Raw -6578637.571823 + Penalty 3536.925267 = -6575100.646556
  nChanged 107
		SP:Iteration 45Q (2730.450000 sec): 3 clusters
  Score: Raw -6578736.208432 + Penalty 3536.925267 = -6575199.283165
  nChanged 119
		SP:Iteration 46Q (2730.840000 sec): 3 clusters
  Score: Raw -6578818.271917 + Penalty 3536.925267 = -6575281.346650
  nChanged 116
		SP:Iteration 47Q (2731.260000 sec): 3 clusters
  Score: Raw -6578885.111393 + Penalty 3536.925267 = -6575348.186125
  nChanged 90
		SP:Iteration 48Q (2731.680000 sec): 3 clusters
  Score: Raw -6578925.682012 + Penalty 3536.925267 = -6575388.756744
  nChanged 71
		SP:Iteration 49Q (2732.090000 sec): 3 clusters
  Score: Raw -6578951.873977 + Penalty 3536.925267 = -6575414.948710
  nChanged 60
		SP:Iteration 50Q (2732.470000 sec): 3 clusters
  Score: Raw -6578968.465936 + Penalty 3536.925267 = -6575431.540668
  nChanged 30
		SP:Iteration 51Q (2732.930000 sec): 3 clusters
  Score: Raw -6578976.069723 + Penalty 3536.925267 = -6575439.144456
  nChanged 23
		SP:Iteration 52Q (2733.270000 sec): 3 clusters
  Score: Raw -6578981.657377 + Penalty 3536.925267 = -6575444.732110
  nChanged 21
		SP:Iteration 53Q (2733.630000 sec): 3 clusters
  Score: Raw -6578987.276474 + Penalty 3536.925267 = -6575450.351207
  nChanged 19
		SP:Iteration 54Q (2734.030000 sec): 3 clusters
  Score: Raw -6578991.149511 + Penalty 3536.925267 = -6575454.224244
  nChanged 17
		SP:Iteration 55Q (2734.350000 sec): 3 clusters
  Score: Raw -6578994.413053 + Penalty 3536.925267 = -6575457.487786
  nChanged 11
		SP:Iteration 56Q (2734.690000 sec): 3 clusters
  Score: Raw -6578997.027382 + Penalty 3536.925267 = -6575460.102115
  nChanged 9
		SP:Iteration 57Q (2735.050000 sec): 3 clusters
  Score: Raw -6578999.227816 + Penalty 3536.925267 = -6575462.302549
  nChanged 12
		SP:Iteration 58Q (2735.360000 sec): 3 clusters
  Score: Raw -6579002.602381 + Penalty 3536.925267 = -6575465.677114
  nChanged 17
		SP:Iteration 59Q (2735.720000 sec): 3 clusters
  Score: Raw -6579009.286998 + Penalty 3536.925267 = -6575472.361730
  nChanged 14
		SP:Iteration 60F (2736.080000 sec): 3 clusters
  Score: Raw -6579012.167938 + Penalty 3536.925267 = -6575475.242670
  nChanged 11
		SP:Iteration 61Q (2736.410000 sec): 3 clusters
  Score: Raw -6579014.483771 + Penalty 3536.925267 = -6575477.558504
  nChanged 13
		SP:Iteration 62Q (2736.740000 sec): 3 clusters
  Score: Raw -6579017.593436 + Penalty 3536.925267 = -6575480.668169
  nChanged 12
		SP:Iteration 63Q (2737.100000 sec): 3 clusters
  Score: Raw -6579020.109855 + Penalty 3536.925267 = -6575483.184587
  nChanged 12
		SP:Iteration 64Q (2737.490000 sec): 3 clusters
  Score: Raw -6579021.568878 + Penalty 3536.925267 = -6575484.643610
  nChanged 4
		SP:Iteration 65Q (2737.900000 sec): 3 clusters
  Score: Raw -6579021.939038 + Penalty 3536.925267 = -6575485.013771
  nChanged 2
		SP:Iteration 66Q (2738.280000 sec): 3 clusters
  Score: Raw -6579022.191436 + Penalty 3536.925267 = -6575485.266169
  nChanged 0
		SP:Iteration 67F (2738.700000 sec): 3 clusters
  Score: Raw -6579022.191436 + Penalty 3536.925267 = -6575485.266169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (9209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2738.860000 sec): 2 clusters
  Score: Raw -1027914.979665 + Penalty 1483.289689 = -1026431.689977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2739.090000 sec): 3 clusters
  Score: Raw -1022807.141601 + Penalty 2966.579377 = -1019840.562224
  nChanged 3952
		SP:Iteration 1F (2739.350000 sec): 3 clusters
  Score: Raw -1025258.395825 + Penalty 2966.579377 = -1022291.816447
  nChanged 727
		SP:Iteration 2F (2739.540000 sec): 3 clusters
  Score: Raw -1025830.966650 + Penalty 2966.579377 = -1022864.387272
  nChanged 738
		SP:Iteration 3F (2739.760000 sec): 3 clusters
  Score: Raw -1026732.347842 + Penalty 2966.579377 = -1023765.768464
  nChanged 865
		SP:Iteration 4F (2739.980000 sec): 3 clusters
  Score: Raw -1028242.814489 + Penalty 2966.579377 = -1025276.235111
  nChanged 919
		SP:Iteration 5F (2740.170000 sec): 3 clusters
  Score: Raw -1029885.113467 + Penalty 2966.579377 = -1026918.534090
  nChanged 781
		SP:Iteration 6F (2740.390000 sec): 3 clusters
  Score: Raw -1030887.251590 + Penalty 2966.579377 = -1027920.672213
  nChanged 472
		SP:Iteration 7F (2740.570000 sec): 3 clusters
  Score: Raw -1031420.878256 + Penalty 2966.579377 = -1028454.298878
  nChanged 282
		SP:Iteration 8Q (2740.770000 sec): 3 clusters
  Score: Raw -1031759.618337 + Penalty 2966.579377 = -1028793.038960
  nChanged 197
		SP:Iteration 9Q (2740.980000 sec): 3 clusters
  Score: Raw -1032003.296299 + Penalty 2966.579377 = -1029036.716922
  nChanged 135
		SP:Iteration 10Q (2741.220000 sec): 3 clusters
  Score: Raw -1032139.036335 + Penalty 2966.579377 = -1029172.456958
  nChanged 90
		SP:Iteration 11Q (2741.390000 sec): 3 clusters
  Score: Raw -1032209.837875 + Penalty 2966.579377 = -1029243.258498
  nChanged 67
		SP:Iteration 12Q (2741.620000 sec): 3 clusters
  Score: Raw -1032245.694286 + Penalty 2966.579377 = -1029279.114909
  nChanged 41
		SP:Iteration 13Q (2741.820000 sec): 3 clusters
  Score: Raw -1032269.479423 + Penalty 2966.579377 = -1029302.900046
  nChanged 37
		SP:Iteration 14Q (2741.990000 sec): 3 clusters
  Score: Raw -1032289.008507 + Penalty 2966.579377 = -1029322.429129
  nChanged 32
		SP:Iteration 15Q (2742.180000 sec): 3 clusters
  Score: Raw -1032300.090885 + Penalty 2966.579377 = -1029333.511507
  nChanged 18
		SP:Iteration 16Q (2742.390000 sec): 3 clusters
  Score: Raw -1032303.177299 + Penalty 2966.579377 = -1029336.597921
  nChanged 10
		SP:Iteration 17Q (2742.610000 sec): 3 clusters
  Score: Raw -1032304.369910 + Penalty 2966.579377 = -1029337.790532
  nChanged 6
		SP:Iteration 18Q (2742.830000 sec): 3 clusters
  Score: Raw -1032305.769606 + Penalty 2966.579377 = -1029339.190228
  nChanged 5
		SP:Iteration 19Q (2743.050000 sec): 3 clusters
  Score: Raw -1032306.342772 + Penalty 2966.579377 = -1029339.763395
  nChanged 0
		SP:Iteration 20F (2743.290000 sec): 3 clusters
  Score: Raw -1032306.342772 + Penalty 2966.579377 = -1029339.763395
  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 6.56 GB.

 Trying to split cluster 5 (1099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2743.380000 sec): 2 clusters
  Score: Raw -98737.307354 + Penalty 1137.850343 = -97599.457011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2743.580000 sec): 3 clusters
  Score: Raw -98944.037344 + Penalty 2275.700685 = -96668.336659
  nChanged 435
		SP:Iteration 1F (2743.780000 sec): 3 clusters
  Score: Raw -102428.229542 + Penalty 2275.700685 = -100152.528857
  nChanged 162
		SP:Iteration 2F (2743.980000 sec): 3 clusters
  Score: Raw -104231.931909 + Penalty 2275.700685 = -101956.231223
  nChanged 90
		SP:Iteration 3F (2744.140000 sec): 3 clusters
  Score: Raw -104866.818825 + Penalty 2275.700685 = -102591.118139
  nChanged 26
		SP:Iteration 4Q (2744.330000 sec): 3 clusters
  Score: Raw -104967.123413 + Penalty 2275.700685 = -102691.422727
  nChanged 23
		SP:Iteration 5Q (2744.510000 sec): 3 clusters
  Score: Raw -105073.535496 + Penalty 2275.700685 = -102797.834811
  nChanged 20
		SP:Iteration 6Q (2744.660000 sec): 3 clusters
  Score: Raw -105222.095656 + Penalty 2275.700685 = -102946.394971
  nChanged 15
		SP:Iteration 7Q (2744.880000 sec): 3 clusters
  Score: Raw -105348.470877 + Penalty 2275.700685 = -103072.770192
  nChanged 14
		SP:Iteration 8Q (2745.040000 sec): 3 clusters
  Score: Raw -105408.242677 + Penalty 2275.700685 = -103132.541992
  nChanged 7
		SP:Iteration 9Q (2745.260000 sec): 3 clusters
  Score: Raw -105457.126798 + Penalty 2275.700685 = -103181.426112
  nChanged 6
		SP:Iteration 10Q (2745.410000 sec): 3 clusters
  Score: Raw -105468.343497 + Penalty 2275.700685 = -103192.642812
  nChanged 2
		SP:Iteration 11Q (2745.570000 sec): 3 clusters
  Score: Raw -105471.784442 + Penalty 2275.700685 = -103196.083757
  nChanged 4
		SP:Iteration 12Q (2745.720000 sec): 3 clusters
  Score: Raw -105500.488232 + Penalty 2275.700685 = -103224.787547
  nChanged 5
		SP:Iteration 13Q (2745.900000 sec): 3 clusters
  Score: Raw -105514.563273 + Penalty 2275.700685 = -103238.862588
  nChanged 5
		SP:Iteration 14Q (2746.080000 sec): 3 clusters
  Score: Raw -105537.165895 + Penalty 2275.700685 = -103261.465210
  nChanged 6
		SP:Iteration 15Q (2746.240000 sec): 3 clusters
  Score: Raw -105550.737365 + Penalty 2275.700685 = -103275.036680
  nChanged 1
		SP:Iteration 16Q (2746.430000 sec): 3 clusters
  Score: Raw -105552.911771 + Penalty 2275.700685 = -103277.211086
  nChanged 0
		SP:Iteration 17F (2746.600000 sec): 3 clusters
  Score: Raw -105604.972818 + Penalty 2275.700685 = -103329.272133
  nChanged 6
		SP:Iteration 18Q (2746.820000 sec): 3 clusters
  Score: Raw -105727.725775 + Penalty 2275.700685 = -103452.025090
  nChanged 5
		SP:Iteration 19Q (2747.000000 sec): 3 clusters
  Score: Raw -105883.889895 + Penalty 2275.700685 = -103608.189210
  nChanged 8
		SP:Iteration 20F (2747.170000 sec): 3 clusters
  Score: Raw -105937.983996 + Penalty 2275.700685 = -103662.283311
  nChanged 4
		SP:Iteration 21Q (2747.330000 sec): 3 clusters
  Score: Raw -105964.987484 + Penalty 2275.700685 = -103689.286799
  nChanged 4
		SP:Iteration 22Q (2747.540000 sec): 3 clusters
  Score: Raw -106015.631035 + Penalty 2275.700685 = -103739.930350
  nChanged 4
		SP:Iteration 23Q (2747.690000 sec): 3 clusters
  Score: Raw -106075.054552 + Penalty 2275.700685 = -103799.353867
  nChanged 5
		SP:Iteration 24Q (2747.890000 sec): 3 clusters
  Score: Raw -106159.960821 + Penalty 2275.700685 = -103884.260136
  nChanged 4
		SP:Iteration 25Q (2748.030000 sec): 3 clusters
  Score: Raw -106382.404711 + Penalty 2275.700685 = -104106.704026
  nChanged 1
		SP:Iteration 26Q (2748.240000 sec): 3 clusters
  Score: Raw -106394.170154 + Penalty 2275.700685 = -104118.469469
  nChanged 0
		SP:Iteration 27F (2748.420000 sec): 3 clusters
  Score: Raw -106394.170154 + Penalty 2275.700685 = -104118.469469
  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 6.56 GB.

 Trying to split cluster 6 (2231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2748.520000 sec): 2 clusters
  Score: Raw -243867.000248 + Penalty 1252.908344 = -242614.091904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2748.700000 sec): 3 clusters
  Score: Raw -242962.938889 + Penalty 2505.816688 = -240457.122200
  nChanged 852
		SP:Iteration 1F (2748.830000 sec): 3 clusters
  Score: Raw -243735.467000 + Penalty 2505.816688 = -241229.650311
  nChanged 271
		SP:Iteration 2F (2749.000000 sec): 3 clusters
  Score: Raw -244248.185448 + Penalty 2505.816688 = -241742.368760
  nChanged 245
		SP:Iteration 3F (2749.210000 sec): 3 clusters
  Score: Raw -245023.093101 + Penalty 2505.816688 = -242517.276413
  nChanged 202
		SP:Iteration 4F (2749.380000 sec): 3 clusters
  Score: Raw -245915.144606 + Penalty 2505.816688 = -243409.327918
  nChanged 121
		SP:Iteration 5F (2749.560000 sec): 3 clusters
  Score: Raw -246308.159191 + Penalty 2505.816688 = -243802.342503
  nChanged 86
		SP:Iteration 6Q (2749.770000 sec): 3 clusters
  Score: Raw -246395.817982 + Penalty 2505.816688 = -243890.001294
  nChanged 38
		SP:Iteration 7Q (2749.930000 sec): 3 clusters
  Score: Raw -246430.563056 + Penalty 2505.816688 = -243924.746368
  nChanged 29
		SP:Iteration 8Q (2750.110000 sec): 3 clusters
  Score: Raw -246459.273157 + Penalty 2505.816688 = -243953.456469
  nChanged 29
		SP:Iteration 9Q (2750.270000 sec): 3 clusters
  Score: Raw -246485.710507 + Penalty 2505.816688 = -243979.893818
  nChanged 28
		SP:Iteration 10Q (2750.430000 sec): 3 clusters
  Score: Raw -246512.476455 + Penalty 2505.816688 = -244006.659767
  nChanged 34
		SP:Iteration 11Q (2750.620000 sec): 3 clusters
  Score: Raw -246561.458710 + Penalty 2505.816688 = -244055.642022
  nChanged 48
		SP:Iteration 12Q (2750.800000 sec): 3 clusters
  Score: Raw -246634.877231 + Penalty 2505.816688 = -244129.060542
  nChanged 62
		SP:Iteration 13Q (2750.980000 sec): 3 clusters
  Score: Raw -246747.714941 + Penalty 2505.816688 = -244241.898253
  nChanged 91
		SP:Iteration 14Q (2751.190000 sec): 3 clusters
  Score: Raw -246973.564198 + Penalty 2505.816688 = -244467.747510
  nChanged 102
		SP:Iteration 15Q (2751.360000 sec): 3 clusters
  Score: Raw -247382.285601 + Penalty 2505.816688 = -244876.468913
  nChanged 66
		SP:Iteration 16Q (2751.520000 sec): 3 clusters
  Score: Raw -247818.168568 + Penalty 2505.816688 = -245312.351880
  nChanged 31
		SP:Iteration 17Q (2751.760000 sec): 3 clusters
  Score: Raw -247909.878323 + Penalty 2505.816688 = -245404.061634
  nChanged 20
		SP:Iteration 18Q (2751.910000 sec): 3 clusters
  Score: Raw -247933.336319 + Penalty 2505.816688 = -245427.519630
  nChanged 15
		SP:Iteration 19Q (2752.060000 sec): 3 clusters
  Score: Raw -247948.170162 + Penalty 2505.816688 = -245442.353474
  nChanged 15
		SP:Iteration 20F (2752.250000 sec): 3 clusters
  Score: Raw -247974.124057 + Penalty 2505.816688 = -245468.307369
  nChanged 28
		SP:Iteration 21Q (2752.400000 sec): 3 clusters
  Score: Raw -248039.250138 + Penalty 2505.816688 = -245533.433450
  nChanged 33
		SP:Iteration 22Q (2752.570000 sec): 3 clusters
  Score: Raw -248125.827801 + Penalty 2505.816688 = -245620.011112
  nChanged 39
		SP:Iteration 23Q (2752.770000 sec): 3 clusters
  Score: Raw -248299.851080 + Penalty 2505.816688 = -245794.034392
  nChanged 30
		SP:Iteration 24Q (2752.980000 sec): 3 clusters
  Score: Raw -248509.525606 + Penalty 2505.816688 = -246003.708918
  nChanged 21
		SP:Iteration 25Q (2753.150000 sec): 3 clusters
  Score: Raw -248718.471330 + Penalty 2505.816688 = -246212.654641
  nChanged 7
		SP:Iteration 26Q (2753.340000 sec): 3 clusters
  Score: Raw -248798.607126 + Penalty 2505.816688 = -246292.790438
  nChanged 5
		SP:Iteration 27Q (2753.540000 sec): 3 clusters
  Score: Raw -248847.494525 + Penalty 2505.816688 = -246341.677837
  nChanged 3
		SP:Iteration 28Q (2753.680000 sec): 3 clusters
  Score: Raw -248860.938602 + Penalty 2505.816688 = -246355.121914
  nChanged 2
		SP:Iteration 29Q (2753.880000 sec): 3 clusters
  Score: Raw -248863.200012 + Penalty 2505.816688 = -246357.383324
  nChanged 1
		SP:Iteration 30Q (2754.030000 sec): 3 clusters
  Score: Raw -248871.036014 + Penalty 2505.816688 = -246365.219326
  nChanged 1
		SP:Iteration 31Q (2754.220000 sec): 3 clusters
  Score: Raw -248876.751471 + Penalty 2505.816688 = -246370.934783
  nChanged 0
		SP:Iteration 32F (2754.420000 sec): 3 clusters
  Score: Raw -248879.114006 + Penalty 2505.816688 = -246373.297318
  nChanged 1
		SP:Iteration 33Q (2754.590000 sec): 3 clusters
  Score: Raw -248881.048817 + Penalty 2505.816688 = -246375.232129
  nChanged 1
		SP:Iteration 34Q (2754.770000 sec): 3 clusters
  Score: Raw -248881.671470 + Penalty 2505.816688 = -246375.854781
  nChanged 0
		SP:Iteration 35F (2754.960000 sec): 3 clusters
  Score: Raw -248881.671470 + Penalty 2505.816688 = -246375.854781
  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 6.56 GB.

 Trying to split cluster 7 (118495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2755.590000 sec): 2 clusters
  Score: Raw -14414427.725569 + Penalty 1898.426732 = -14412529.298836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2756.250000 sec): 3 clusters
  Score: Raw -14337123.617939 + Penalty 3796.853464 = -14333326.764474
  nChanged 56868
		SP:Iteration 1F (2756.890000 sec): 3 clusters
  Score: Raw -14370056.338266 + Penalty 3796.853464 = -14366259.484801
  nChanged 3732
		SP:Iteration 2Q (2757.510000 sec): 3 clusters
  Score: Raw -14371026.603970 + Penalty 3796.853464 = -14367229.750506
  nChanged 4157
		SP:Iteration 3Q (2758.170000 sec): 3 clusters
  Score: Raw -14372451.048925 + Penalty 3796.853464 = -14368654.195461
  nChanged 5270
		SP:Iteration 4Q (2758.850000 sec): 3 clusters
  Score: Raw -14374947.529781 + Penalty 3796.853464 = -14371150.676317
  nChanged 6792
		SP:Iteration 5F (2759.500000 sec): 3 clusters
  Score: Raw -14379160.611561 + Penalty 3796.853464 = -14375363.758097
  nChanged 8503
		SP:Iteration 6F (2760.110000 sec): 3 clusters
  Score: Raw -14385091.337542 + Penalty 3796.853464 = -14381294.484077
  nChanged 9435
		SP:Iteration 7F (2760.700000 sec): 3 clusters
  Score: Raw -14392264.797254 + Penalty 3796.853464 = -14388467.943790
  nChanged 8903
		SP:Iteration 8F (2761.340000 sec): 3 clusters
  Score: Raw -14399975.435217 + Penalty 3796.853464 = -14396178.581753
  nChanged 7241
		SP:Iteration 9F (2762.050000 sec): 3 clusters
  Score: Raw -14407415.090883 + Penalty 3796.853464 = -14403618.237418
  nChanged 5028
		SP:Iteration 10Q (2762.750000 sec): 3 clusters
  Score: Raw -14413278.936337 + Penalty 3796.853464 = -14409482.082872
  nChanged 3051
		SP:Iteration 11Q (2763.510000 sec): 3 clusters
  Score: Raw -14416138.818759 + Penalty 3796.853464 = -14412341.965295
  nChanged 1884
		SP:Iteration 12Q (2764.230000 sec): 3 clusters
  Score: Raw -14417173.465375 + Penalty 3796.853464 = -14413376.611911
  nChanged 1200
		SP:Iteration 13Q (2764.930000 sec): 3 clusters
  Score: Raw -14417669.302201 + Penalty 3796.853464 = -14413872.448737
  nChanged 867
		SP:Iteration 14Q (2765.640000 sec): 3 clusters
  Score: Raw -14417943.556014 + Penalty 3796.853464 = -14414146.702550
  nChanged 657
		SP:Iteration 15Q (2766.320000 sec): 3 clusters
  Score: Raw -14418124.362711 + Penalty 3796.853464 = -14414327.509247
  nChanged 560
		SP:Iteration 16Q (2767.070000 sec): 3 clusters
  Score: Raw -14418258.488300 + Penalty 3796.853464 = -14414461.634836
  nChanged 427
		SP:Iteration 17Q (2767.760000 sec): 3 clusters
  Score: Raw -14418349.382069 + Penalty 3796.853464 = -14414552.528605
  nChanged 364
		SP:Iteration 18Q (2768.430000 sec): 3 clusters
  Score: Raw -14418419.967074 + Penalty 3796.853464 = -14414623.113609
  nChanged 306
		SP:Iteration 19Q (2769.110000 sec): 3 clusters
  Score: Raw -14418474.597085 + Penalty 3796.853464 = -14414677.743620
  nChanged 266
		SP:Iteration 20F (2769.800000 sec): 3 clusters
  Score: Raw -14418514.429557 + Penalty 3796.853464 = -14414717.576093
  nChanged 202
		SP:Iteration 21Q (2770.490000 sec): 3 clusters
  Score: Raw -14418537.765714 + Penalty 3796.853464 = -14414740.912250
  nChanged 147
		SP:Iteration 22Q (2771.100000 sec): 3 clusters
  Score: Raw -14418554.191846 + Penalty 3796.853464 = -14414757.338381
  nChanged 129
		SP:Iteration 23Q (2771.740000 sec): 3 clusters
  Score: Raw -14418567.225528 + Penalty 3796.853464 = -14414770.372064
  nChanged 127
		SP:Iteration 24Q (2772.350000 sec): 3 clusters
  Score: Raw -14418578.200045 + Penalty 3796.853464 = -14414781.346581
  nChanged 89
		SP:Iteration 25Q (2772.970000 sec): 3 clusters
  Score: Raw -14418586.071833 + Penalty 3796.853464 = -14414789.218369
  nChanged 89
		SP:Iteration 26Q (2773.630000 sec): 3 clusters
  Score: Raw -14418593.797486 + Penalty 3796.853464 = -14414796.944022
  nChanged 77
		SP:Iteration 27Q (2774.240000 sec): 3 clusters
  Score: Raw -14418599.933898 + Penalty 3796.853464 = -14414803.080434
  nChanged 72
		SP:Iteration 28Q (2774.850000 sec): 3 clusters
  Score: Raw -14418604.871508 + Penalty 3796.853464 = -14414808.018044
  nChanged 46
		SP:Iteration 29Q (2775.480000 sec): 3 clusters
  Score: Raw -14418607.672074 + Penalty 3796.853464 = -14414810.818610
  nChanged 31
		SP:Iteration 30Q (2776.170000 sec): 3 clusters
  Score: Raw -14418609.423456 + Penalty 3796.853464 = -14414812.569992
  nChanged 28
		SP:Iteration 31Q (2776.860000 sec): 3 clusters
  Score: Raw -14418610.953951 + Penalty 3796.853464 = -14414814.100487
  nChanged 18
		SP:Iteration 32Q (2777.550000 sec): 3 clusters
  Score: Raw -14418611.756369 + Penalty 3796.853464 = -14414814.902905
  nChanged 20
		SP:Iteration 33Q (2778.240000 sec): 3 clusters
  Score: Raw -14418612.834240 + Penalty 3796.853464 = -14414815.980775
  nChanged 16
		SP:Iteration 34Q (2778.960000 sec): 3 clusters
  Score: Raw -14418613.478896 + Penalty 3796.853464 = -14414816.625432
  nChanged 8
		SP:Iteration 35Q (2779.620000 sec): 3 clusters
  Score: Raw -14418613.917390 + Penalty 3796.853464 = -14414817.063925
  nChanged 13
		SP:Iteration 36Q (2780.310000 sec): 3 clusters
  Score: Raw -14418614.468399 + Penalty 3796.853464 = -14414817.614935
  nChanged 11
		SP:Iteration 37Q (2781.010000 sec): 3 clusters
  Score: Raw -14418615.030258 + Penalty 3796.853464 = -14414818.176794
  nChanged 13
		SP:Iteration 38Q (2781.660000 sec): 3 clusters
  Score: Raw -14418615.861756 + Penalty 3796.853464 = -14414819.008292
  nChanged 17
		SP:Iteration 39Q (2782.310000 sec): 3 clusters
  Score: Raw -14418617.133772 + Penalty 3796.853464 = -14414820.280308
  nChanged 18
		SP:Iteration 40F (2783.020000 sec): 3 clusters
  Score: Raw -14418618.631822 + Penalty 3796.853464 = -14414821.778358
  nChanged 23
		SP:Iteration 41Q (2783.690000 sec): 3 clusters
  Score: Raw -14418620.288383 + Penalty 3796.853464 = -14414823.434918
  nChanged 13
		SP:Iteration 42Q (2784.410000 sec): 3 clusters
  Score: Raw -14418621.046106 + Penalty 3796.853464 = -14414824.192641
  nChanged 17
		SP:Iteration 43Q (2785.100000 sec): 3 clusters
  Score: Raw -14418622.207773 + Penalty 3796.853464 = -14414825.354309
  nChanged 17
		SP:Iteration 44Q (2785.770000 sec): 3 clusters
  Score: Raw -14418623.751383 + Penalty 3796.853464 = -14414826.897919
  nChanged 24
		SP:Iteration 45Q (2786.390000 sec): 3 clusters
  Score: Raw -14418625.323839 + Penalty 3796.853464 = -14414828.470375
  nChanged 19
		SP:Iteration 46Q (2787.040000 sec): 3 clusters
  Score: Raw -14418626.650985 + Penalty 3796.853464 = -14414829.797520
  nChanged 17
		SP:Iteration 47Q (2787.700000 sec): 3 clusters
  Score: Raw -14418627.758900 + Penalty 3796.853464 = -14414830.905436
  nChanged 27
		SP:Iteration 48Q (2788.380000 sec): 3 clusters
  Score: Raw -14418629.351846 + Penalty 3796.853464 = -14414832.498381
  nChanged 16
		SP:Iteration 49Q (2789.010000 sec): 3 clusters
  Score: Raw -14418630.125149 + Penalty 3796.853464 = -14414833.271685
  nChanged 11
		SP:Iteration 50Q (2789.610000 sec): 3 clusters
  Score: Raw -14418630.865473 + Penalty 3796.853464 = -14414834.012009
  nChanged 18
		SP:Iteration 51Q (2790.200000 sec): 3 clusters
  Score: Raw -14418631.953503 + Penalty 3796.853464 = -14414835.100039
  nChanged 18
		SP:Iteration 52Q (2790.870000 sec): 3 clusters
  Score: Raw -14418633.102548 + Penalty 3796.853464 = -14414836.249083
  nChanged 17
		SP:Iteration 53Q (2791.560000 sec): 3 clusters
  Score: Raw -14418633.824162 + Penalty 3796.853464 = -14414836.970698
  nChanged 18
		SP:Iteration 54Q (2792.250000 sec): 3 clusters
  Score: Raw -14418634.678400 + Penalty 3796.853464 = -14414837.824936
  nChanged 15
		SP:Iteration 55Q (2792.970000 sec): 3 clusters
  Score: Raw -14418635.303915 + Penalty 3796.853464 = -14414838.450451
  nChanged 7
		SP:Iteration 56Q (2793.630000 sec): 3 clusters
  Score: Raw -14418635.620523 + Penalty 3796.853464 = -14414838.767059
  nChanged 9
		SP:Iteration 57Q (2794.250000 sec): 3 clusters
  Score: Raw -14418636.021475 + Penalty 3796.853464 = -14414839.168011
  nChanged 8
		SP:Iteration 58Q (2794.930000 sec): 3 clusters
  Score: Raw -14418636.454837 + Penalty 3796.853464 = -14414839.601372
  nChanged 9
		SP:Iteration 59Q (2795.590000 sec): 3 clusters
  Score: Raw -14418636.981262 + Penalty 3796.853464 = -14414840.127797
  nChanged 14
		SP:Iteration 60F (2796.290000 sec): 3 clusters
  Score: Raw -14418637.560978 + Penalty 3796.853464 = -14414840.707514
  nChanged 11
		SP:Iteration 61Q (2796.970000 sec): 3 clusters
  Score: Raw -14418638.353938 + Penalty 3796.853464 = -14414841.500473
  nChanged 11
		SP:Iteration 62Q (2797.660000 sec): 3 clusters
  Score: Raw -14418639.255565 + Penalty 3796.853464 = -14414842.402100
  nChanged 14
		SP:Iteration 63Q (2798.380000 sec): 3 clusters
  Score: Raw -14418639.826736 + Penalty 3796.853464 = -14414842.973271
  nChanged 7
		SP:Iteration 64Q (2799.060000 sec): 3 clusters
  Score: Raw -14418640.156344 + Penalty 3796.853464 = -14414843.302879
  nChanged 6
		SP:Iteration 65Q (2799.750000 sec): 3 clusters
  Score: Raw -14418640.421563 + Penalty 3796.853464 = -14414843.568099
  nChanged 6
		SP:Iteration 66Q (2800.430000 sec): 3 clusters
  Score: Raw -14418640.640580 + Penalty 3796.853464 = -14414843.787116
  nChanged 5
		SP:Iteration 67Q (2801.060000 sec): 3 clusters
  Score: Raw -14418640.753636 + Penalty 3796.853464 = -14414843.900172
  nChanged 1
		SP:Iteration 68Q (2801.710000 sec): 3 clusters
  Score: Raw -14418640.772641 + Penalty 3796.853464 = -14414843.919176
  nChanged 0
		SP:Iteration 69F (2802.390000 sec): 3 clusters
  Score: Raw -14418640.772641 + Penalty 3796.853464 = -14414843.919176
  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 6.56 GB.

 Trying to split cluster 8 (19612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2802.650000 sec): 2 clusters
  Score: Raw -2381389.187090 + Penalty 1606.133247 = -2379783.053844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2802.880000 sec): 3 clusters
  Score: Raw -2369788.223231 + Penalty 3212.266493 = -2366575.956738
  nChanged 8819
		SP:Iteration 1F (2803.150000 sec): 3 clusters
  Score: Raw -2375204.414281 + Penalty 3212.266493 = -2371992.147788
  nChanged 1389
		SP:Iteration 2F (2803.390000 sec): 3 clusters
  Score: Raw -2376191.062609 + Penalty 3212.266493 = -2372978.796115
  nChanged 1435
		SP:Iteration 3F (2803.690000 sec): 3 clusters
  Score: Raw -2377324.972640 + Penalty 3212.266493 = -2374112.706146
  nChanged 1382
		SP:Iteration 4F (2803.940000 sec): 3 clusters
  Score: Raw -2378438.186526 + Penalty 3212.266493 = -2375225.920033
  nChanged 1282
		SP:Iteration 5F (2804.190000 sec): 3 clusters
  Score: Raw -2379331.909805 + Penalty 3212.266493 = -2376119.643311
  nChanged 1066
		SP:Iteration 6F (2804.480000 sec): 3 clusters
  Score: Raw -2379972.930835 + Penalty 3212.266493 = -2376760.664341
  nChanged 800
		SP:Iteration 7Q (2804.710000 sec): 3 clusters
  Score: Raw -2380385.337172 + Penalty 3212.266493 = -2377173.070679
  nChanged 594
		SP:Iteration 8Q (2805.020000 sec): 3 clusters
  Score: Raw -2380640.773958 + Penalty 3212.266493 = -2377428.507465
  nChanged 463
		SP:Iteration 9Q (2805.290000 sec): 3 clusters
  Score: Raw -2380808.401975 + Penalty 3212.266493 = -2377596.135481
  nChanged 340
		SP:Iteration 10Q (2805.590000 sec): 3 clusters
  Score: Raw -2380919.688457 + Penalty 3212.266493 = -2377707.421963
  nChanged 262
		SP:Iteration 11Q (2805.840000 sec): 3 clusters
  Score: Raw -2380988.198557 + Penalty 3212.266493 = -2377775.932063
  nChanged 224
		SP:Iteration 12Q (2806.080000 sec): 3 clusters
  Score: Raw -2381043.935881 + Penalty 3212.266493 = -2377831.669388
  nChanged 203
		SP:Iteration 13Q (2806.360000 sec): 3 clusters
  Score: Raw -2381102.109506 + Penalty 3212.266493 = -2377889.843012
  nChanged 195
		SP:Iteration 14Q (2806.610000 sec): 3 clusters
  Score: Raw -2381157.649349 + Penalty 3212.266493 = -2377945.382856
  nChanged 191
		SP:Iteration 15Q (2806.890000 sec): 3 clusters
  Score: Raw -2381215.785514 + Penalty 3212.266493 = -2378003.519020
  nChanged 194
		SP:Iteration 16Q (2807.180000 sec): 3 clusters
  Score: Raw -2381272.850210 + Penalty 3212.266493 = -2378060.583716
  nChanged 169
		SP:Iteration 17Q (2807.460000 sec): 3 clusters
  Score: Raw -2381316.990257 + Penalty 3212.266493 = -2378104.723764
  nChanged 157
		SP:Iteration 18Q (2807.720000 sec): 3 clusters
  Score: Raw -2381351.426886 + Penalty 3212.266493 = -2378139.160393
  nChanged 140
		SP:Iteration 19Q (2808.000000 sec): 3 clusters
  Score: Raw -2381378.099508 + Penalty 3212.266493 = -2378165.833015
  nChanged 122
		SP:Iteration 20F (2808.280000 sec): 3 clusters
  Score: Raw -2381398.844149 + Penalty 3212.266493 = -2378186.577655
  nChanged 107
		SP:Iteration 21Q (2808.540000 sec): 3 clusters
  Score: Raw -2381418.227646 + Penalty 3212.266493 = -2378205.961153
  nChanged 94
		SP:Iteration 22Q (2808.810000 sec): 3 clusters
  Score: Raw -2381434.468759 + Penalty 3212.266493 = -2378222.202266
  nChanged 91
		SP:Iteration 23Q (2809.150000 sec): 3 clusters
  Score: Raw -2381447.495386 + Penalty 3212.266493 = -2378235.228893
  nChanged 70
		SP:Iteration 24Q (2809.480000 sec): 3 clusters
  Score: Raw -2381455.770293 + Penalty 3212.266493 = -2378243.503800
  nChanged 65
		SP:Iteration 25Q (2809.780000 sec): 3 clusters
  Score: Raw -2381463.136986 + Penalty 3212.266493 = -2378250.870492
  nChanged 50
		SP:Iteration 26Q (2810.070000 sec): 3 clusters
  Score: Raw -2381470.266951 + Penalty 3212.266493 = -2378258.000457
  nChanged 53
		SP:Iteration 27Q (2810.370000 sec): 3 clusters
  Score: Raw -2381476.520291 + Penalty 3212.266493 = -2378264.253797
  nChanged 52
		SP:Iteration 28Q (2810.670000 sec): 3 clusters
  Score: Raw -2381483.546907 + Penalty 3212.266493 = -2378271.280414
  nChanged 61
		SP:Iteration 29Q (2810.960000 sec): 3 clusters
  Score: Raw -2381490.133871 + Penalty 3212.266493 = -2378277.867377
  nChanged 58
		SP:Iteration 30Q (2811.240000 sec): 3 clusters
  Score: Raw -2381497.622978 + Penalty 3212.266493 = -2378285.356485
  nChanged 65
		SP:Iteration 31Q (2811.490000 sec): 3 clusters
  Score: Raw -2381504.769600 + Penalty 3212.266493 = -2378292.503107
  nChanged 70
		SP:Iteration 32Q (2811.750000 sec): 3 clusters
  Score: Raw -2381512.472007 + Penalty 3212.266493 = -2378300.205513
  nChanged 66
		SP:Iteration 33Q (2812.050000 sec): 3 clusters
  Score: Raw -2381520.163471 + Penalty 3212.266493 = -2378307.896978
  nChanged 64
		SP:Iteration 34Q (2812.300000 sec): 3 clusters
  Score: Raw -2381526.916228 + Penalty 3212.266493 = -2378314.649735
  nChanged 62
		SP:Iteration 35Q (2812.590000 sec): 3 clusters
  Score: Raw -2381533.180179 + Penalty 3212.266493 = -2378320.913686
  nChanged 49
		SP:Iteration 36Q (2812.870000 sec): 3 clusters
  Score: Raw -2381537.795283 + Penalty 3212.266493 = -2378325.528790
  nChanged 49
		SP:Iteration 37Q (2813.150000 sec): 3 clusters
  Score: Raw -2381542.897482 + Penalty 3212.266493 = -2378330.630988
  nChanged 51
		SP:Iteration 38Q (2813.410000 sec): 3 clusters
  Score: Raw -2381548.688050 + Penalty 3212.266493 = -2378336.421557
  nChanged 56
		SP:Iteration 39Q (2813.680000 sec): 3 clusters
  Score: Raw -2381554.365660 + Penalty 3212.266493 = -2378342.099167
  nChanged 59
		SP:Iteration 40F (2814.020000 sec): 3 clusters
  Score: Raw -2381559.645551 + Penalty 3212.266493 = -2378347.379057
  nChanged 44
		SP:Iteration 41Q (2814.290000 sec): 3 clusters
  Score: Raw -2381564.170759 + Penalty 3212.266493 = -2378351.904266
  nChanged 36
		SP:Iteration 42Q (2814.570000 sec): 3 clusters
  Score: Raw -2381567.774988 + Penalty 3212.266493 = -2378355.508495
  nChanged 46
		SP:Iteration 43Q (2814.860000 sec): 3 clusters
  Score: Raw -2381572.188775 + Penalty 3212.266493 = -2378359.922282
  nChanged 34
		SP:Iteration 44Q (2815.160000 sec): 3 clusters
  Score: Raw -2381574.971584 + Penalty 3212.266493 = -2378362.705090
  nChanged 32
		SP:Iteration 45Q (2815.460000 sec): 3 clusters
  Score: Raw -2381577.735562 + Penalty 3212.266493 = -2378365.469069
  nChanged 42
		SP:Iteration 46Q (2815.760000 sec): 3 clusters
  Score: Raw -2381582.275823 + Penalty 3212.266493 = -2378370.009329
  nChanged 48
		SP:Iteration 47Q (2816.070000 sec): 3 clusters
  Score: Raw -2381586.696668 + Penalty 3212.266493 = -2378374.430175
  nChanged 42
		SP:Iteration 48Q (2816.350000 sec): 3 clusters
  Score: Raw -2381589.695859 + Penalty 3212.266493 = -2378377.429365
  nChanged 30
		SP:Iteration 49Q (2816.630000 sec): 3 clusters
  Score: Raw -2381592.065733 + Penalty 3212.266493 = -2378379.799240
  nChanged 28
		SP:Iteration 50Q (2816.940000 sec): 3 clusters
  Score: Raw -2381593.834398 + Penalty 3212.266493 = -2378381.567904
  nChanged 18
		SP:Iteration 51Q (2817.260000 sec): 3 clusters
  Score: Raw -2381595.255381 + Penalty 3212.266493 = -2378382.988888
  nChanged 24
		SP:Iteration 52Q (2817.550000 sec): 3 clusters
  Score: Raw -2381596.824071 + Penalty 3212.266493 = -2378384.557577
  nChanged 18
		SP:Iteration 53Q (2817.780000 sec): 3 clusters
  Score: Raw -2381597.965418 + Penalty 3212.266493 = -2378385.698925
  nChanged 18
		SP:Iteration 54Q (2818.110000 sec): 3 clusters
  Score: Raw -2381599.396052 + Penalty 3212.266493 = -2378387.129559
  nChanged 17
		SP:Iteration 55Q (2818.380000 sec): 3 clusters
  Score: Raw -2381600.961873 + Penalty 3212.266493 = -2378388.695379
  nChanged 25
		SP:Iteration 56Q (2818.630000 sec): 3 clusters
  Score: Raw -2381602.530307 + Penalty 3212.266493 = -2378390.263814
  nChanged 23
		SP:Iteration 57Q (2818.940000 sec): 3 clusters
  Score: Raw -2381604.655257 + Penalty 3212.266493 = -2378392.388764
  nChanged 27
		SP:Iteration 58Q (2819.210000 sec): 3 clusters
  Score: Raw -2381607.865453 + Penalty 3212.266493 = -2378395.598960
  nChanged 38
		SP:Iteration 59Q (2819.470000 sec): 3 clusters
  Score: Raw -2381611.648721 + Penalty 3212.266493 = -2378399.382227
  nChanged 42
		SP:Iteration 60F (2819.720000 sec): 3 clusters
  Score: Raw -2381616.303612 + Penalty 3212.266493 = -2378404.037119
  nChanged 52
		SP:Iteration 61Q (2820.010000 sec): 3 clusters
  Score: Raw -2381622.089213 + Penalty 3212.266493 = -2378409.822720
  nChanged 51
		SP:Iteration 62Q (2820.210000 sec): 3 clusters
  Score: Raw -2381627.332736 + Penalty 3212.266493 = -2378415.066243
  nChanged 45
		SP:Iteration 63Q (2820.460000 sec): 3 clusters
  Score: Raw -2381631.432458 + Penalty 3212.266493 = -2378419.165964
  nChanged 31
		SP:Iteration 64Q (2820.710000 sec): 3 clusters
  Score: Raw -2381633.481256 + Penalty 3212.266493 = -2378421.214762
  nChanged 25
		SP:Iteration 65Q (2821.020000 sec): 3 clusters
  Score: Raw -2381635.850723 + Penalty 3212.266493 = -2378423.584230
  nChanged 33
		SP:Iteration 66Q (2821.260000 sec): 3 clusters
  Score: Raw -2381638.309009 + Penalty 3212.266493 = -2378426.042515
  nChanged 27
		SP:Iteration 67Q (2821.520000 sec): 3 clusters
  Score: Raw -2381640.798423 + Penalty 3212.266493 = -2378428.531929
  nChanged 26
		SP:Iteration 68Q (2821.750000 sec): 3 clusters
  Score: Raw -2381643.489283 + Penalty 3212.266493 = -2378431.222789
  nChanged 36
		SP:Iteration 69Q (2822.060000 sec): 3 clusters
  Score: Raw -2381646.628148 + Penalty 3212.266493 = -2378434.361654
  nChanged 27
		SP:Iteration 70Q (2822.330000 sec): 3 clusters
  Score: Raw -2381648.204212 + Penalty 3212.266493 = -2378435.937719
  nChanged 22
		SP:Iteration 71Q (2822.580000 sec): 3 clusters
  Score: Raw -2381649.847406 + Penalty 3212.266493 = -2378437.580912
  nChanged 22
		SP:Iteration 72Q (2822.820000 sec): 3 clusters
  Score: Raw -2381651.593652 + Penalty 3212.266493 = -2378439.327158
  nChanged 23
		SP:Iteration 73Q (2823.070000 sec): 3 clusters
  Score: Raw -2381653.115867 + Penalty 3212.266493 = -2378440.849374
  nChanged 29
		SP:Iteration 74Q (2823.340000 sec): 3 clusters
  Score: Raw -2381655.174607 + Penalty 3212.266493 = -2378442.908114
  nChanged 33
		SP:Iteration 75Q (2823.600000 sec): 3 clusters
  Score: Raw -2381658.010666 + Penalty 3212.266493 = -2378445.744173
  nChanged 33
		SP:Iteration 76Q (2823.850000 sec): 3 clusters
  Score: Raw -2381661.169749 + Penalty 3212.266493 = -2378448.903255
  nChanged 41
		SP:Iteration 77Q (2824.100000 sec): 3 clusters
  Score: Raw -2381664.395462 + Penalty 3212.266493 = -2378452.128968
  nChanged 43
		SP:Iteration 78Q (2824.390000 sec): 3 clusters
  Score: Raw -2381668.187050 + Penalty 3212.266493 = -2378455.920557
  nChanged 31
		SP:Iteration 79Q (2824.610000 sec): 3 clusters
  Score: Raw -2381670.935476 + Penalty 3212.266493 = -2378458.668982
  nChanged 31
		SP:Iteration 80F (2824.850000 sec): 3 clusters
  Score: Raw -2381673.376617 + Penalty 3212.266493 = -2378461.110123
  nChanged 23
		SP:Iteration 81Q (2825.110000 sec): 3 clusters
  Score: Raw -2381674.992427 + Penalty 3212.266493 = -2378462.725934
  nChanged 27
		SP:Iteration 82Q (2825.400000 sec): 3 clusters
  Score: Raw -2381676.963624 + Penalty 3212.266493 = -2378464.697130
  nChanged 28
		SP:Iteration 83Q (2825.670000 sec): 3 clusters
  Score: Raw -2381679.413943 + Penalty 3212.266493 = -2378467.147450
  nChanged 30
		SP:Iteration 84Q (2825.920000 sec): 3 clusters
  Score: Raw -2381682.373870 + Penalty 3212.266493 = -2378470.107376
  nChanged 40
		SP:Iteration 85Q (2826.220000 sec): 3 clusters
  Score: Raw -2381686.595951 + Penalty 3212.266493 = -2378474.329457
  nChanged 37
		SP:Iteration 86Q (2826.420000 sec): 3 clusters
  Score: Raw -2381690.974881 + Penalty 3212.266493 = -2378478.708387
  nChanged 42
		SP:Iteration 87Q (2826.660000 sec): 3 clusters
  Score: Raw -2381695.447511 + Penalty 3212.266493 = -2378483.181017
  nChanged 34
		SP:Iteration 88Q (2826.890000 sec): 3 clusters
  Score: Raw -2381698.840885 + Penalty 3212.266493 = -2378486.574392
  nChanged 40
		SP:Iteration 89Q (2827.140000 sec): 3 clusters
  Score: Raw -2381702.662382 + Penalty 3212.266493 = -2378490.395889
  nChanged 38
		SP:Iteration 90Q (2827.400000 sec): 3 clusters
  Score: Raw -2381707.044624 + Penalty 3212.266493 = -2378494.778131
  nChanged 45
		SP:Iteration 91Q (2827.640000 sec): 3 clusters
  Score: Raw -2381711.317003 + Penalty 3212.266493 = -2378499.050510
  nChanged 48
		SP:Iteration 92Q (2827.880000 sec): 3 clusters
  Score: Raw -2381717.490949 + Penalty 3212.266493 = -2378505.224456
  nChanged 57
		SP:Iteration 93Q (2828.100000 sec): 3 clusters
  Score: Raw -2381724.508738 + Penalty 3212.266493 = -2378512.242245
  nChanged 57
		SP:Iteration 94Q (2828.340000 sec): 3 clusters
  Score: Raw -2381731.534867 + Penalty 3212.266493 = -2378519.268373
  nChanged 54
		SP:Iteration 95Q (2828.600000 sec): 3 clusters
  Score: Raw -2381739.529253 + Penalty 3212.266493 = -2378527.262759
  nChanged 67
		SP:Iteration 96Q (2828.860000 sec): 3 clusters
  Score: Raw -2381747.115049 + Penalty 3212.266493 = -2378534.848556
  nChanged 55
		SP:Iteration 97Q (2829.130000 sec): 3 clusters
  Score: Raw -2381753.006159 + Penalty 3212.266493 = -2378540.739665
  nChanged 50
		SP:Iteration 98Q (2829.390000 sec): 3 clusters
  Score: Raw -2381758.412876 + Penalty 3212.266493 = -2378546.146382
  nChanged 40
		SP:Iteration 99Q (2829.640000 sec): 3 clusters
  Score: Raw -2381763.183771 + Penalty 3212.266493 = -2378550.917278
  nChanged 52
		SP:Iteration 100F (2829.870000 sec): 3 clusters
  Score: Raw -2381768.239469 + Penalty 3212.266493 = -2378555.972976
  nChanged 38
		SP:Iteration 101Q (2830.160000 sec): 3 clusters
  Score: Raw -2381771.622603 + Penalty 3212.266493 = -2378559.356110
  nChanged 33
		SP:Iteration 102Q (2830.400000 sec): 3 clusters
  Score: Raw -2381774.794491 + Penalty 3212.266493 = -2378562.527998
  nChanged 36
		SP:Iteration 103Q (2830.710000 sec): 3 clusters
  Score: Raw -2381778.508256 + Penalty 3212.266493 = -2378566.241762
  nChanged 35
		SP:Iteration 104Q (2830.910000 sec): 3 clusters
  Score: Raw -2381782.625695 + Penalty 3212.266493 = -2378570.359201
  nChanged 48
		SP:Iteration 105Q (2831.220000 sec): 3 clusters
  Score: Raw -2381788.973026 + Penalty 3212.266493 = -2378576.706532
  nChanged 52
		SP:Iteration 106Q (2831.460000 sec): 3 clusters
  Score: Raw -2381794.608451 + Penalty 3212.266493 = -2378582.341958
  nChanged 61
		SP:Iteration 107Q (2831.740000 sec): 3 clusters
  Score: Raw -2381802.168403 + Penalty 3212.266493 = -2378589.901909
  nChanged 57
		SP:Iteration 108Q (2831.990000 sec): 3 clusters
  Score: Raw -2381809.668245 + Penalty 3212.266493 = -2378597.401751
  nChanged 69
		SP:Iteration 109Q (2832.260000 sec): 3 clusters
  Score: Raw -2381818.983787 + Penalty 3212.266493 = -2378606.717294
  nChanged 72
		SP:Iteration 110Q (2832.520000 sec): 3 clusters
  Score: Raw -2381828.531739 + Penalty 3212.266493 = -2378616.265246
  nChanged 79
		SP:Iteration 111Q (2832.750000 sec): 3 clusters
  Score: Raw -2381840.200931 + Penalty 3212.266493 = -2378627.934438
  nChanged 92
		SP:Iteration 112Q (2833.010000 sec): 3 clusters
  Score: Raw -2381858.646682 + Penalty 3212.266493 = -2378646.380189
  nChanged 110
		SP:Iteration 113Q (2833.260000 sec): 3 clusters
  Score: Raw -2381882.414368 + Penalty 3212.266493 = -2378670.147874
  nChanged 134
		SP:Iteration 114Q (2833.510000 sec): 3 clusters
  Score: Raw -2381912.877268 + Penalty 3212.266493 = -2378700.610775
  nChanged 125
		SP:Iteration 115Q (2833.800000 sec): 3 clusters
  Score: Raw -2381943.312133 + Penalty 3212.266493 = -2378731.045639
  nChanged 146
		SP:Iteration 116Q (2834.000000 sec): 3 clusters
  Score: Raw -2381986.446359 + Penalty 3212.266493 = -2378774.179865
  nChanged 152
		SP:Iteration 117Q (2834.240000 sec): 3 clusters
  Score: Raw -2382032.802083 + Penalty 3212.266493 = -2378820.535590
  nChanged 164
		SP:Iteration 118Q (2834.500000 sec): 3 clusters
  Score: Raw -2382074.233243 + Penalty 3212.266493 = -2378861.966749
  nChanged 134
		SP:Iteration 119Q (2834.760000 sec): 3 clusters
  Score: Raw -2382105.292556 + Penalty 3212.266493 = -2378893.026062
  nChanged 131
		SP:Iteration 120F (2835.020000 sec): 3 clusters
  Score: Raw -2382140.803317 + Penalty 3212.266493 = -2378928.536824
  nChanged 143
		SP:Iteration 121Q (2835.260000 sec): 3 clusters
  Score: Raw -2382178.755612 + Penalty 3212.266493 = -2378966.489119
  nChanged 145
		SP:Iteration 122Q (2835.500000 sec): 3 clusters
  Score: Raw -2382219.798632 + Penalty 3212.266493 = -2379007.532139
  nChanged 164
		SP:Iteration 123Q (2835.780000 sec): 3 clusters
  Score: Raw -2382266.043179 + Penalty 3212.266493 = -2379053.776686
  nChanged 153
		SP:Iteration 124Q (2836.020000 sec): 3 clusters
  Score: Raw -2382307.179081 + Penalty 3212.266493 = -2379094.912588
  nChanged 141
		SP:Iteration 125Q (2836.280000 sec): 3 clusters
  Score: Raw -2382342.676971 + Penalty 3212.266493 = -2379130.410477
  nChanged 148
		SP:Iteration 126Q (2836.500000 sec): 3 clusters
  Score: Raw -2382383.166370 + Penalty 3212.266493 = -2379170.899876
  nChanged 144
		SP:Iteration 127Q (2836.780000 sec): 3 clusters
  Score: Raw -2382424.392317 + Penalty 3212.266493 = -2379212.125824
  nChanged 158
		SP:Iteration 128Q (2836.980000 sec): 3 clusters
  Score: Raw -2382476.273945 + Penalty 3212.266493 = -2379264.007451
  nChanged 173
		SP:Iteration 129Q (2837.270000 sec): 3 clusters
  Score: Raw -2382542.332023 + Penalty 3212.266493 = -2379330.065530
  nChanged 171
		SP:Iteration 130Q (2837.480000 sec): 3 clusters
  Score: Raw -2382620.083535 + Penalty 3212.266493 = -2379407.817042
  nChanged 215
		SP:Iteration 131Q (2837.740000 sec): 3 clusters
  Score: Raw -2382734.439002 + Penalty 3212.266493 = -2379522.172508
  nChanged 222
		SP:Iteration 132Q (2838.030000 sec): 3 clusters
  Score: Raw -2382871.551719 + Penalty 3212.266493 = -2379659.285226
  nChanged 239
		SP:Iteration 133Q (2838.250000 sec): 3 clusters
  Score: Raw -2383045.708325 + Penalty 3212.266493 = -2379833.441831
  nChanged 274
		SP:Iteration 134Q (2838.500000 sec): 3 clusters
  Score: Raw -2383255.389039 + Penalty 3212.266493 = -2380043.122546
  nChanged 252
		SP:Iteration 135Q (2838.790000 sec): 3 clusters
  Score: Raw -2383467.774081 + Penalty 3212.266493 = -2380255.507588
  nChanged 260
		SP:Iteration 136Q (2839.040000 sec): 3 clusters
  Score: Raw -2383646.948939 + Penalty 3212.266493 = -2380434.682445
  nChanged 227
		SP:Iteration 137Q (2839.290000 sec): 3 clusters
  Score: Raw -2383769.705057 + Penalty 3212.266493 = -2380557.438563
  nChanged 195
		SP:Iteration 138Q (2839.560000 sec): 3 clusters
  Score: Raw -2383871.670298 + Penalty 3212.266493 = -2380659.403805
  nChanged 174
		SP:Iteration 139Q (2839.780000 sec): 3 clusters
  Score: Raw -2383965.460163 + Penalty 3212.266493 = -2380753.193669
  nChanged 163
		SP:Iteration 140F (2840.080000 sec): 3 clusters
  Score: Raw -2384058.348009 + Penalty 3212.266493 = -2380846.081515
  nChanged 149
		SP:Iteration 141Q (2840.310000 sec): 3 clusters
  Score: Raw -2384128.098163 + Penalty 3212.266493 = -2380915.831669
  nChanged 129
		SP:Iteration 142Q (2840.560000 sec): 3 clusters
  Score: Raw -2384173.743715 + Penalty 3212.266493 = -2380961.477221
  nChanged 102
		SP:Iteration 143Q (2840.840000 sec): 3 clusters
  Score: Raw -2384202.252662 + Penalty 3212.266493 = -2380989.986169
  nChanged 82
		SP:Iteration 144Q (2841.060000 sec): 3 clusters
  Score: Raw -2384217.909360 + Penalty 3212.266493 = -2381005.642866
  nChanged 69
		SP:Iteration 145Q (2841.360000 sec): 3 clusters
  Score: Raw -2384229.727172 + Penalty 3212.266493 = -2381017.460678
  nChanged 44
		SP:Iteration 146Q (2841.610000 sec): 3 clusters
  Score: Raw -2384235.289321 + Penalty 3212.266493 = -2381023.022828
  nChanged 33
		SP:Iteration 147Q (2841.860000 sec): 3 clusters
  Score: Raw -2384238.873344 + Penalty 3212.266493 = -2381026.606850
  nChanged 30
		SP:Iteration 148Q (2842.110000 sec): 3 clusters
  Score: Raw -2384242.190475 + Penalty 3212.266493 = -2381029.923982
  nChanged 25
		SP:Iteration 149Q (2842.340000 sec): 3 clusters
  Score: Raw -2384244.510618 + Penalty 3212.266493 = -2381032.244125
  nChanged 21
		SP:Iteration 150Q (2842.580000 sec): 3 clusters
  Score: Raw -2384246.726729 + Penalty 3212.266493 = -2381034.460235
  nChanged 14
		SP:Iteration 151Q (2842.840000 sec): 3 clusters
  Score: Raw -2384247.855803 + Penalty 3212.266493 = -2381035.589309
  nChanged 11
		SP:Iteration 152Q (2843.100000 sec): 3 clusters
  Score: Raw -2384248.566238 + Penalty 3212.266493 = -2381036.299744
  nChanged 7
		SP:Iteration 153Q (2843.330000 sec): 3 clusters
  Score: Raw -2384248.975206 + Penalty 3212.266493 = -2381036.708712
  nChanged 7
		SP:Iteration 154Q (2843.580000 sec): 3 clusters
  Score: Raw -2384249.459337 + Penalty 3212.266493 = -2381037.192844
  nChanged 10
		SP:Iteration 155Q (2843.760000 sec): 3 clusters
  Score: Raw -2384250.114056 + Penalty 3212.266493 = -2381037.847563
  nChanged 9
		SP:Iteration 156Q (2844.010000 sec): 3 clusters
  Score: Raw -2384251.195056 + Penalty 3212.266493 = -2381038.928563
  nChanged 10
		SP:Iteration 157Q (2844.270000 sec): 3 clusters
  Score: Raw -2384251.766731 + Penalty 3212.266493 = -2381039.500238
  nChanged 9
		SP:Iteration 158Q (2844.490000 sec): 3 clusters
  Score: Raw -2384252.385901 + Penalty 3212.266493 = -2381040.119407
  nChanged 6
		SP:Iteration 159Q (2844.710000 sec): 3 clusters
  Score: Raw -2384252.601919 + Penalty 3212.266493 = -2381040.335426
  nChanged 2
		SP:Iteration 160F (2844.940000 sec): 3 clusters
  Score: Raw -2384252.706651 + Penalty 3212.266493 = -2381040.440157
  nChanged 1
		SP:Iteration 161Q (2845.210000 sec): 3 clusters
  Score: Raw -2384252.730787 + Penalty 3212.266493 = -2381040.464294
  nChanged 1
		SP:Iteration 162Q (2845.450000 sec): 3 clusters
  Score: Raw -2384252.768155 + Penalty 3212.266493 = -2381040.501661
  nChanged 0
		SP:Iteration 163F (2845.730000 sec): 3 clusters
  Score: Raw -2384252.768155 + Penalty 3212.266493 = -2381040.501661
  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 6.56 GB.

 Trying to split cluster 9 (6347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2845.820000 sec): 2 clusters
  Score: Raw -725460.475965 + Penalty 1422.807350 = -724037.668615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2846.040000 sec): 3 clusters
  Score: Raw -722098.263652 + Penalty 2845.614700 = -719252.648952
  nChanged 2678
		SP:Iteration 1F (2846.230000 sec): 3 clusters
  Score: Raw -723992.662875 + Penalty 2845.614700 = -721147.048175
  nChanged 662
		SP:Iteration 2F (2846.390000 sec): 3 clusters
  Score: Raw -724964.380417 + Penalty 2845.614700 = -722118.765717
  nChanged 675
		SP:Iteration 3F (2846.560000 sec): 3 clusters
  Score: Raw -725864.656689 + Penalty 2845.614700 = -723019.041989
  nChanged 605
		SP:Iteration 4F (2846.740000 sec): 3 clusters
  Score: Raw -726668.618043 + Penalty 2845.614700 = -723823.003342
  nChanged 498
		SP:Iteration 5F (2846.940000 sec): 3 clusters
  Score: Raw -727138.936031 + Penalty 2845.614700 = -724293.321331
  nChanged 292
		SP:Iteration 6Q (2847.130000 sec): 3 clusters
  Score: Raw -727330.589398 + Penalty 2845.614700 = -724484.974698
  nChanged 186
		SP:Iteration 7Q (2847.260000 sec): 3 clusters
  Score: Raw -727429.264254 + Penalty 2845.614700 = -724583.649554
  nChanged 126
		SP:Iteration 8Q (2847.400000 sec): 3 clusters
  Score: Raw -727499.213965 + Penalty 2845.614700 = -724653.599264
  nChanged 109
		SP:Iteration 9Q (2847.580000 sec): 3 clusters
  Score: Raw -727570.290825 + Penalty 2845.614700 = -724724.676125
  nChanged 106
		SP:Iteration 10Q (2847.760000 sec): 3 clusters
  Score: Raw -727651.804881 + Penalty 2845.614700 = -724806.190181
  nChanged 91
		SP:Iteration 11Q (2847.920000 sec): 3 clusters
  Score: Raw -727706.817496 + Penalty 2845.614700 = -724861.202796
  nChanged 69
		SP:Iteration 12Q (2848.080000 sec): 3 clusters
  Score: Raw -727739.380540 + Penalty 2845.614700 = -724893.765840
  nChanged 63
		SP:Iteration 13Q (2848.180000 sec): 3 clusters
  Score: Raw -727767.832326 + Penalty 2845.614700 = -724922.217626
  nChanged 56
		SP:Iteration 14Q (2848.340000 sec): 3 clusters
  Score: Raw -727788.796794 + Penalty 2845.614700 = -724943.182093
  nChanged 41
		SP:Iteration 15Q (2848.470000 sec): 3 clusters
  Score: Raw -727803.335045 + Penalty 2845.614700 = -724957.720345
  nChanged 35
		SP:Iteration 16Q (2848.650000 sec): 3 clusters
  Score: Raw -727813.956849 + Penalty 2845.614700 = -724968.342149
  nChanged 26
		SP:Iteration 17Q (2848.810000 sec): 3 clusters
  Score: Raw -727821.110795 + Penalty 2845.614700 = -724975.496095
  nChanged 24
		SP:Iteration 18Q (2848.920000 sec): 3 clusters
  Score: Raw -727827.710781 + Penalty 2845.614700 = -724982.096081
  nChanged 19
		SP:Iteration 19Q (2849.070000 sec): 3 clusters
  Score: Raw -727832.012845 + Penalty 2845.614700 = -724986.398145
  nChanged 11
		SP:Iteration 20F (2849.210000 sec): 3 clusters
  Score: Raw -727835.740147 + Penalty 2845.614700 = -724990.125447
  nChanged 10
		SP:Iteration 21Q (2849.400000 sec): 3 clusters
  Score: Raw -727837.569044 + Penalty 2845.614700 = -724991.954343
  nChanged 7
		SP:Iteration 22Q (2849.550000 sec): 3 clusters
  Score: Raw -727839.204213 + Penalty 2845.614700 = -724993.589513
  nChanged 9
		SP:Iteration 23Q (2849.740000 sec): 3 clusters
  Score: Raw -727840.514153 + Penalty 2845.614700 = -724994.899452
  nChanged 5
		SP:Iteration 24Q (2849.980000 sec): 3 clusters
  Score: Raw -727841.752804 + Penalty 2845.614700 = -724996.138104
  nChanged 4
		SP:Iteration 25Q (2850.160000 sec): 3 clusters
  Score: Raw -727842.359651 + Penalty 2845.614700 = -724996.744951
  nChanged 4
		SP:Iteration 26Q (2850.380000 sec): 3 clusters
  Score: Raw -727843.666614 + Penalty 2845.614700 = -724998.051914
  nChanged 3
		SP:Iteration 27Q (2850.610000 sec): 3 clusters
  Score: Raw -727844.486324 + Penalty 2845.614700 = -724998.871623
  nChanged 4
		SP:Iteration 28Q (2850.830000 sec): 3 clusters
  Score: Raw -727844.945969 + Penalty 2845.614700 = -724999.331268
  nChanged 2
		SP:Iteration 29Q (2851.020000 sec): 3 clusters
  Score: Raw -727845.115092 + Penalty 2845.614700 = -724999.500392
  nChanged 0
		SP:Iteration 30F (2851.250000 sec): 3 clusters
  Score: Raw -727845.115092 + Penalty 2845.614700 = -724999.500392
  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 6.56 GB.

 Trying to split cluster 10 (11851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2851.410000 sec): 2 clusters
  Score: Raw -1367431.152330 + Penalty 1524.277224 = -1365906.875106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2851.630000 sec): 3 clusters
  Score: Raw -1360723.071168 + Penalty 3048.554448 = -1357674.516720
  nChanged 5158
		SP:Iteration 1F (2851.830000 sec): 3 clusters
  Score: Raw -1364269.417253 + Penalty 3048.554448 = -1361220.862806
  nChanged 1141
		SP:Iteration 2F (2852.070000 sec): 3 clusters
  Score: Raw -1365512.691426 + Penalty 3048.554448 = -1362464.136978
  nChanged 1150
		SP:Iteration 3F (2852.310000 sec): 3 clusters
  Score: Raw -1367077.062341 + Penalty 3048.554448 = -1364028.507894
  nChanged 1148
		SP:Iteration 4F (2852.560000 sec): 3 clusters
  Score: Raw -1368902.156518 + Penalty 3048.554448 = -1365853.602070
  nChanged 1018
		SP:Iteration 5F (2852.840000 sec): 3 clusters
  Score: Raw -1370212.083442 + Penalty 3048.554448 = -1367163.528994
  nChanged 701
		SP:Iteration 6F (2853.080000 sec): 3 clusters
  Score: Raw -1370763.849259 + Penalty 3048.554448 = -1367715.294812
  nChanged 369
		SP:Iteration 7Q (2853.280000 sec): 3 clusters
  Score: Raw -1370930.709363 + Penalty 3048.554448 = -1367882.154916
  nChanged 183
		SP:Iteration 8Q (2853.540000 sec): 3 clusters
  Score: Raw -1370981.588193 + Penalty 3048.554448 = -1367933.033746
  nChanged 88
		SP:Iteration 9Q (2853.740000 sec): 3 clusters
  Score: Raw -1371004.656762 + Penalty 3048.554448 = -1367956.102315
  nChanged 57
		SP:Iteration 10Q (2853.960000 sec): 3 clusters
  Score: Raw -1371016.564729 + Penalty 3048.554448 = -1367968.010282
  nChanged 49
		SP:Iteration 11Q (2854.190000 sec): 3 clusters
  Score: Raw -1371025.109302 + Penalty 3048.554448 = -1367976.554855
  nChanged 23
		SP:Iteration 12Q (2854.430000 sec): 3 clusters
  Score: Raw -1371028.636665 + Penalty 3048.554448 = -1367980.082217
  nChanged 19
		SP:Iteration 13Q (2854.640000 sec): 3 clusters
  Score: Raw -1371032.085064 + Penalty 3048.554448 = -1367983.530616
  nChanged 16
		SP:Iteration 14Q (2854.850000 sec): 3 clusters
  Score: Raw -1371034.044335 + Penalty 3048.554448 = -1367985.489887
  nChanged 13
		SP:Iteration 15Q (2855.110000 sec): 3 clusters
  Score: Raw -1371035.729749 + Penalty 3048.554448 = -1367987.175301
  nChanged 11
		SP:Iteration 16Q (2855.340000 sec): 3 clusters
  Score: Raw -1371037.239329 + Penalty 3048.554448 = -1367988.684881
  nChanged 8
		SP:Iteration 17Q (2855.520000 sec): 3 clusters
  Score: Raw -1371037.969960 + Penalty 3048.554448 = -1367989.415512
  nChanged 9
		SP:Iteration 18Q (2855.760000 sec): 3 clusters
  Score: Raw -1371039.476402 + Penalty 3048.554448 = -1367990.921954
  nChanged 8
		SP:Iteration 19Q (2855.980000 sec): 3 clusters
  Score: Raw -1371040.480913 + Penalty 3048.554448 = -1367991.926465
  nChanged 12
		SP:Iteration 20F (2856.220000 sec): 3 clusters
  Score: Raw -1371042.011678 + Penalty 3048.554448 = -1367993.457231
  nChanged 10
		SP:Iteration 21Q (2856.460000 sec): 3 clusters
  Score: Raw -1371042.959276 + Penalty 3048.554448 = -1367994.404829
  nChanged 10
		SP:Iteration 22Q (2856.640000 sec): 3 clusters
  Score: Raw -1371044.027468 + Penalty 3048.554448 = -1367995.473020
  nChanged 8
		SP:Iteration 23Q (2856.890000 sec): 3 clusters
  Score: Raw -1371044.778151 + Penalty 3048.554448 = -1367996.223703
  nChanged 8
		SP:Iteration 24Q (2857.160000 sec): 3 clusters
  Score: Raw -1371046.041465 + Penalty 3048.554448 = -1367997.487017
  nChanged 7
		SP:Iteration 25Q (2857.360000 sec): 3 clusters
  Score: Raw -1371046.876916 + Penalty 3048.554448 = -1367998.322468
  nChanged 11
		SP:Iteration 26Q (2857.590000 sec): 3 clusters
  Score: Raw -1371047.646028 + Penalty 3048.554448 = -1367999.091580
  nChanged 3
		SP:Iteration 27Q (2857.810000 sec): 3 clusters
  Score: Raw -1371047.821914 + Penalty 3048.554448 = -1367999.267467
  nChanged 3
		SP:Iteration 28Q (2858.060000 sec): 3 clusters
  Score: Raw -1371048.025945 + Penalty 3048.554448 = -1367999.471498
  nChanged 7
		SP:Iteration 29Q (2858.290000 sec): 3 clusters
  Score: Raw -1371048.601313 + Penalty 3048.554448 = -1368000.046865
  nChanged 1
		SP:Iteration 30Q (2858.520000 sec): 3 clusters
  Score: Raw -1371048.615978 + Penalty 3048.554448 = -1368000.061530
  nChanged 0
		SP:Iteration 31F (2858.750000 sec): 3 clusters
  Score: Raw -1371048.615978 + Penalty 3048.554448 = -1368000.061530
  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 6.56 GB.

 Trying to split cluster 11 (4597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2858.880000 sec): 2 clusters
  Score: Raw -441380.025709 + Penalty 1370.388369 = -440009.637340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2859.110000 sec): 3 clusters
  Score: Raw -439313.858142 + Penalty 2740.776739 = -436573.081403
  nChanged 1901
		SP:Iteration 1F (2859.290000 sec): 3 clusters
  Score: Raw -442516.434206 + Penalty 2740.776739 = -439775.657467
  nChanged 725
		SP:Iteration 2F (2859.510000 sec): 3 clusters
  Score: Raw -444205.868646 + Penalty 2740.776739 = -441465.091907
  nChanged 412
		SP:Iteration 3F (2859.730000 sec): 3 clusters
  Score: Raw -444927.656292 + Penalty 2740.776739 = -442186.879553
  nChanged 258
		SP:Iteration 4F (2859.870000 sec): 3 clusters
  Score: Raw -445365.321569 + Penalty 2740.776739 = -442624.544830
  nChanged 162
		SP:Iteration 5Q (2860.100000 sec): 3 clusters
  Score: Raw -445622.059087 + Penalty 2740.776739 = -442881.282348
  nChanged 113
		SP:Iteration 6Q (2860.280000 sec): 3 clusters
  Score: Raw -445777.105656 + Penalty 2740.776739 = -443036.328917
  nChanged 86
		SP:Iteration 7Q (2860.530000 sec): 3 clusters
  Score: Raw -445864.602559 + Penalty 2740.776739 = -443123.825821
  nChanged 65
		SP:Iteration 8Q (2860.710000 sec): 3 clusters
  Score: Raw -445940.664760 + Penalty 2740.776739 = -443199.888021
  nChanged 66
		SP:Iteration 9Q (2860.930000 sec): 3 clusters
  Score: Raw -446004.385330 + Penalty 2740.776739 = -443263.608592
  nChanged 54
		SP:Iteration 10Q (2861.160000 sec): 3 clusters
  Score: Raw -446053.424672 + Penalty 2740.776739 = -443312.647933
  nChanged 43
		SP:Iteration 11Q (2861.350000 sec): 3 clusters
  Score: Raw -446080.693454 + Penalty 2740.776739 = -443339.916715
  nChanged 32
		SP:Iteration 12Q (2861.600000 sec): 3 clusters
  Score: Raw -446094.879521 + Penalty 2740.776739 = -443354.102783
  nChanged 25
		SP:Iteration 13Q (2861.790000 sec): 3 clusters
  Score: Raw -446115.193097 + Penalty 2740.776739 = -443374.416359
  nChanged 19
		SP:Iteration 14Q (2861.990000 sec): 3 clusters
  Score: Raw -446135.349568 + Penalty 2740.776739 = -443394.572829
  nChanged 22
		SP:Iteration 15Q (2862.200000 sec): 3 clusters
  Score: Raw -446147.956956 + Penalty 2740.776739 = -443407.180218
  nChanged 15
		SP:Iteration 16Q (2862.450000 sec): 3 clusters
  Score: Raw -446152.197902 + Penalty 2740.776739 = -443411.421164
  nChanged 10
		SP:Iteration 17Q (2862.600000 sec): 3 clusters
  Score: Raw -446155.137554 + Penalty 2740.776739 = -443414.360816
  nChanged 5
		SP:Iteration 18Q (2862.790000 sec): 3 clusters
  Score: Raw -446156.419981 + Penalty 2740.776739 = -443415.643243
  nChanged 3
		SP:Iteration 19Q (2862.980000 sec): 3 clusters
  Score: Raw -446157.664460 + Penalty 2740.776739 = -443416.887721
  nChanged 6
		SP:Iteration 20F (2863.140000 sec): 3 clusters
  Score: Raw -446158.432200 + Penalty 2740.776739 = -443417.655461
  nChanged 2
		SP:Iteration 21Q (2863.320000 sec): 3 clusters
  Score: Raw -446158.671667 + Penalty 2740.776739 = -443417.894928
  nChanged 0
		SP:Iteration 22F (2863.520000 sec): 3 clusters
  Score: Raw -446158.671667 + Penalty 2740.776739 = -443417.894928
  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 6.56 GB.

 Trying to split cluster 12 (2453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2863.670000 sec): 2 clusters
  Score: Raw -284570.099830 + Penalty 1268.323395 = -283301.776435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2863.900000 sec): 3 clusters
  Score: Raw -283491.947792 + Penalty 2536.646789 = -280955.301003
  nChanged 934
		SP:Iteration 1F (2864.090000 sec): 3 clusters
  Score: Raw -284080.749980 + Penalty 2536.646789 = -281544.103191
  nChanged 192
		SP:Iteration 2F (2864.250000 sec): 3 clusters
  Score: Raw -284211.018372 + Penalty 2536.646789 = -281674.371582
  nChanged 146
		SP:Iteration 3F (2864.430000 sec): 3 clusters
  Score: Raw -284342.719438 + Penalty 2536.646789 = -281806.072649
  nChanged 141
		SP:Iteration 4F (2864.590000 sec): 3 clusters
  Score: Raw -284562.498779 + Penalty 2536.646789 = -282025.851989
  nChanged 191
		SP:Iteration 5F (2864.790000 sec): 3 clusters
  Score: Raw -284891.202107 + Penalty 2536.646789 = -282354.555317
  nChanged 210
		SP:Iteration 6F (2864.960000 sec): 3 clusters
  Score: Raw -285261.905243 + Penalty 2536.646789 = -282725.258453
  nChanged 190
		SP:Iteration 7F (2865.130000 sec): 3 clusters
  Score: Raw -285492.557222 + Penalty 2536.646789 = -282955.910432
  nChanged 98
		SP:Iteration 8Q (2865.330000 sec): 3 clusters
  Score: Raw -285585.294751 + Penalty 2536.646789 = -283048.647962
  nChanged 64
		SP:Iteration 9Q (2865.560000 sec): 3 clusters
  Score: Raw -285643.566738 + Penalty 2536.646789 = -283106.919949
  nChanged 58
		SP:Iteration 10Q (2865.770000 sec): 3 clusters
  Score: Raw -285689.029796 + Penalty 2536.646789 = -283152.383007
  nChanged 40
		SP:Iteration 11Q (2865.970000 sec): 3 clusters
  Score: Raw -285722.277042 + Penalty 2536.646789 = -283185.630253
  nChanged 34
		SP:Iteration 12Q (2866.140000 sec): 3 clusters
  Score: Raw -285762.464089 + Penalty 2536.646789 = -283225.817299
  nChanged 53
		SP:Iteration 13Q (2866.380000 sec): 3 clusters
  Score: Raw -285834.840979 + Penalty 2536.646789 = -283298.194190
  nChanged 63
		SP:Iteration 14Q (2866.550000 sec): 3 clusters
  Score: Raw -285926.705889 + Penalty 2536.646789 = -283390.059099
  nChanged 75
		SP:Iteration 15Q (2866.720000 sec): 3 clusters
  Score: Raw -286032.618153 + Penalty 2536.646789 = -283495.971363
  nChanged 69
		SP:Iteration 16Q (2866.910000 sec): 3 clusters
  Score: Raw -286148.727587 + Penalty 2536.646789 = -283612.080798
  nChanged 77
		SP:Iteration 17Q (2867.150000 sec): 3 clusters
  Score: Raw -286313.485204 + Penalty 2536.646789 = -283776.838415
  nChanged 70
		SP:Iteration 18Q (2867.310000 sec): 3 clusters
  Score: Raw -286472.691345 + Penalty 2536.646789 = -283936.044555
  nChanged 71
		SP:Iteration 19Q (2867.520000 sec): 3 clusters
  Score: Raw -286595.949882 + Penalty 2536.646789 = -284059.303093
  nChanged 57
		SP:Iteration 20F (2867.660000 sec): 3 clusters
  Score: Raw -286689.297087 + Penalty 2536.646789 = -284152.650298
  nChanged 52
		SP:Iteration 21Q (2867.880000 sec): 3 clusters
  Score: Raw -286757.044609 + Penalty 2536.646789 = -284220.397819
  nChanged 38
		SP:Iteration 22Q (2868.000000 sec): 3 clusters
  Score: Raw -286792.501242 + Penalty 2536.646789 = -284255.854453
  nChanged 23
		SP:Iteration 23Q (2868.170000 sec): 3 clusters
  Score: Raw -286814.197070 + Penalty 2536.646789 = -284277.550281
  nChanged 17
		SP:Iteration 24Q (2868.340000 sec): 3 clusters
  Score: Raw -286828.050208 + Penalty 2536.646789 = -284291.403418
  nChanged 15
		SP:Iteration 25Q (2868.530000 sec): 3 clusters
  Score: Raw -286837.309105 + Penalty 2536.646789 = -284300.662315
  nChanged 11
		SP:Iteration 26Q (2868.690000 sec): 3 clusters
  Score: Raw -286843.879828 + Penalty 2536.646789 = -284307.233038
  nChanged 9
		SP:Iteration 27Q (2868.860000 sec): 3 clusters
  Score: Raw -286847.844890 + Penalty 2536.646789 = -284311.198101
  nChanged 6
		SP:Iteration 28Q (2869.030000 sec): 3 clusters
  Score: Raw -286851.049976 + Penalty 2536.646789 = -284314.403186
  nChanged 6
		SP:Iteration 29Q (2869.220000 sec): 3 clusters
  Score: Raw -286854.331423 + Penalty 2536.646789 = -284317.684634
  nChanged 6
		SP:Iteration 30Q (2869.430000 sec): 3 clusters
  Score: Raw -286856.434105 + Penalty 2536.646789 = -284319.787315
  nChanged 6
		SP:Iteration 31Q (2869.590000 sec): 3 clusters
  Score: Raw -286860.379241 + Penalty 2536.646789 = -284323.732451
  nChanged 7
		SP:Iteration 32Q (2869.700000 sec): 3 clusters
  Score: Raw -286864.761126 + Penalty 2536.646789 = -284328.114337
  nChanged 4
		SP:Iteration 33Q (2869.830000 sec): 3 clusters
  Score: Raw -286865.983035 + Penalty 2536.646789 = -284329.336246
  nChanged 3
		SP:Iteration 34Q (2869.970000 sec): 3 clusters
  Score: Raw -286866.841102 + Penalty 2536.646789 = -284330.194312
  nChanged 4
		SP:Iteration 35Q (2870.130000 sec): 3 clusters
  Score: Raw -286867.880631 + Penalty 2536.646789 = -284331.233842
  nChanged 3
		SP:Iteration 36Q (2870.310000 sec): 3 clusters
  Score: Raw -286868.670013 + Penalty 2536.646789 = -284332.023224
  nChanged 2
		SP:Iteration 37Q (2870.490000 sec): 3 clusters
  Score: Raw -286869.196449 + Penalty 2536.646789 = -284332.549659
  nChanged 4
		SP:Iteration 38Q (2870.650000 sec): 3 clusters
  Score: Raw -286871.172618 + Penalty 2536.646789 = -284334.525829
  nChanged 4
		SP:Iteration 39Q (2870.810000 sec): 3 clusters
  Score: Raw -286872.687756 + Penalty 2536.646789 = -284336.040967
  nChanged 5
		SP:Iteration 40F (2870.990000 sec): 3 clusters
  Score: Raw -286874.480852 + Penalty 2536.646789 = -284337.834063
  nChanged 4
		SP:Iteration 41Q (2871.130000 sec): 3 clusters
  Score: Raw -286876.769765 + Penalty 2536.646789 = -284340.122976
  nChanged 6
		SP:Iteration 42Q (2871.250000 sec): 3 clusters
  Score: Raw -286879.733287 + Penalty 2536.646789 = -284343.086498
  nChanged 5
		SP:Iteration 43Q (2871.390000 sec): 3 clusters
  Score: Raw -286881.439872 + Penalty 2536.646789 = -284344.793083
  nChanged 4
		SP:Iteration 44Q (2871.520000 sec): 3 clusters
  Score: Raw -286882.405612 + Penalty 2536.646789 = -284345.758823
  nChanged 2
		SP:Iteration 45Q (2871.670000 sec): 3 clusters
  Score: Raw -286882.964454 + Penalty 2536.646789 = -284346.317665
  nChanged 0
		SP:Iteration 46F (2871.850000 sec): 3 clusters
  Score: Raw -286882.964454 + Penalty 2536.646789 = -284346.317665
  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 6.56 GB.

 Trying to split cluster 13 (19797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2872.060000 sec): 2 clusters
  Score: Raw -2316905.077026 + Penalty 1607.658925 = -2315297.418102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2872.370000 sec): 3 clusters
  Score: Raw -2304999.873295 + Penalty 3215.317849 = -2301784.555446
  nChanged 8964
		SP:Iteration 1F (2872.650000 sec): 3 clusters
  Score: Raw -2310339.064906 + Penalty 3215.317849 = -2307123.747056
  nChanged 1223
		SP:Iteration 2F (2872.920000 sec): 3 clusters
  Score: Raw -2311025.879169 + Penalty 3215.317849 = -2307810.561320
  nChanged 1279
		SP:Iteration 3F (2873.180000 sec): 3 clusters
  Score: Raw -2311817.325184 + Penalty 3215.317849 = -2308602.007335
  nChanged 1375
		SP:Iteration 4F (2873.480000 sec): 3 clusters
  Score: Raw -2312729.101148 + Penalty 3215.317849 = -2309513.783299
  nChanged 1342
		SP:Iteration 5F (2873.740000 sec): 3 clusters
  Score: Raw -2313606.152479 + Penalty 3215.317849 = -2310390.834629
  nChanged 1119
		SP:Iteration 6F (2874.000000 sec): 3 clusters
  Score: Raw -2314298.903128 + Penalty 3215.317849 = -2311083.585279
  nChanged 946
		SP:Iteration 7Q (2874.280000 sec): 3 clusters
  Score: Raw -2314889.721798 + Penalty 3215.317849 = -2311674.403949
  nChanged 783
		SP:Iteration 8Q (2874.580000 sec): 3 clusters
  Score: Raw -2315429.491723 + Penalty 3215.317849 = -2312214.173874
  nChanged 708
		SP:Iteration 9Q (2874.810000 sec): 3 clusters
  Score: Raw -2316019.243840 + Penalty 3215.317849 = -2312803.925991
  nChanged 705
		SP:Iteration 10Q (2875.130000 sec): 3 clusters
  Score: Raw -2316613.645599 + Penalty 3215.317849 = -2313398.327750
  nChanged 736
		SP:Iteration 11Q (2875.360000 sec): 3 clusters
  Score: Raw -2317159.297918 + Penalty 3215.317849 = -2313943.980069
  nChanged 653
		SP:Iteration 12Q (2875.660000 sec): 3 clusters
  Score: Raw -2317530.409160 + Penalty 3215.317849 = -2314315.091311
  nChanged 497
		SP:Iteration 13Q (2875.930000 sec): 3 clusters
  Score: Raw -2317767.230116 + Penalty 3215.317849 = -2314551.912267
  nChanged 377
		SP:Iteration 14Q (2876.190000 sec): 3 clusters
  Score: Raw -2317920.127644 + Penalty 3215.317849 = -2314704.809794
  nChanged 306
		SP:Iteration 15Q (2876.440000 sec): 3 clusters
  Score: Raw -2318057.013048 + Penalty 3215.317849 = -2314841.695198
  nChanged 278
		SP:Iteration 16Q (2876.740000 sec): 3 clusters
  Score: Raw -2318189.111965 + Penalty 3215.317849 = -2314973.794116
  nChanged 280
		SP:Iteration 17Q (2876.980000 sec): 3 clusters
  Score: Raw -2318319.068164 + Penalty 3215.317849 = -2315103.750315
  nChanged 327
		SP:Iteration 18Q (2877.280000 sec): 3 clusters
  Score: Raw -2318489.096032 + Penalty 3215.317849 = -2315273.778183
  nChanged 348
		SP:Iteration 19Q (2877.520000 sec): 3 clusters
  Score: Raw -2318663.718704 + Penalty 3215.317849 = -2315448.400854
  nChanged 324
		SP:Iteration 20F (2877.860000 sec): 3 clusters
  Score: Raw -2318818.268649 + Penalty 3215.317849 = -2315602.950800
  nChanged 312
		SP:Iteration 21Q (2878.140000 sec): 3 clusters
  Score: Raw -2318964.764725 + Penalty 3215.317849 = -2315749.446876
  nChanged 298
		SP:Iteration 22Q (2878.430000 sec): 3 clusters
  Score: Raw -2319086.323329 + Penalty 3215.317849 = -2315871.005480
  nChanged 269
		SP:Iteration 23Q (2878.710000 sec): 3 clusters
  Score: Raw -2319185.931670 + Penalty 3215.317849 = -2315970.613820
  nChanged 231
		SP:Iteration 24Q (2878.930000 sec): 3 clusters
  Score: Raw -2319257.184690 + Penalty 3215.317849 = -2316041.866841
  nChanged 167
		SP:Iteration 25Q (2879.210000 sec): 3 clusters
  Score: Raw -2319295.786616 + Penalty 3215.317849 = -2316080.468767
  nChanged 151
		SP:Iteration 26Q (2879.490000 sec): 3 clusters
  Score: Raw -2319329.522775 + Penalty 3215.317849 = -2316114.204926
  nChanged 135
		SP:Iteration 27Q (2879.800000 sec): 3 clusters
  Score: Raw -2319357.405585 + Penalty 3215.317849 = -2316142.087736
  nChanged 114
		SP:Iteration 28Q (2880.050000 sec): 3 clusters
  Score: Raw -2319379.364885 + Penalty 3215.317849 = -2316164.047035
  nChanged 99
		SP:Iteration 29Q (2880.290000 sec): 3 clusters
  Score: Raw -2319397.701355 + Penalty 3215.317849 = -2316182.383506
  nChanged 82
		SP:Iteration 30Q (2880.560000 sec): 3 clusters
  Score: Raw -2319409.839637 + Penalty 3215.317849 = -2316194.521788
  nChanged 55
		SP:Iteration 31Q (2880.840000 sec): 3 clusters
  Score: Raw -2319415.888045 + Penalty 3215.317849 = -2316200.570196
  nChanged 33
		SP:Iteration 32Q (2881.120000 sec): 3 clusters
  Score: Raw -2319418.366554 + Penalty 3215.317849 = -2316203.048704
  nChanged 22
		SP:Iteration 33Q (2881.350000 sec): 3 clusters
  Score: Raw -2319420.373312 + Penalty 3215.317849 = -2316205.055463
  nChanged 25
		SP:Iteration 34Q (2881.590000 sec): 3 clusters
  Score: Raw -2319422.612903 + Penalty 3215.317849 = -2316207.295054
  nChanged 24
		SP:Iteration 35Q (2881.890000 sec): 3 clusters
  Score: Raw -2319424.816790 + Penalty 3215.317849 = -2316209.498941
  nChanged 25
		SP:Iteration 36Q (2882.150000 sec): 3 clusters
  Score: Raw -2319427.336865 + Penalty 3215.317849 = -2316212.019015
  nChanged 21
		SP:Iteration 37Q (2882.430000 sec): 3 clusters
  Score: Raw -2319429.579359 + Penalty 3215.317849 = -2316214.261510
  nChanged 31
		SP:Iteration 38Q (2882.680000 sec): 3 clusters
  Score: Raw -2319433.000919 + Penalty 3215.317849 = -2316217.683070
  nChanged 32
		SP:Iteration 39Q (2882.880000 sec): 3 clusters
  Score: Raw -2319436.811153 + Penalty 3215.317849 = -2316221.493304
  nChanged 41
		SP:Iteration 40F (2883.110000 sec): 3 clusters
  Score: Raw -2319442.044507 + Penalty 3215.317849 = -2316226.726657
  nChanged 47
		SP:Iteration 41Q (2883.360000 sec): 3 clusters
  Score: Raw -2319446.884734 + Penalty 3215.317849 = -2316231.566885
  nChanged 42
		SP:Iteration 42Q (2883.630000 sec): 3 clusters
  Score: Raw -2319451.507114 + Penalty 3215.317849 = -2316236.189264
  nChanged 30
		SP:Iteration 43Q (2883.880000 sec): 3 clusters
  Score: Raw -2319454.596339 + Penalty 3215.317849 = -2316239.278490
  nChanged 27
		SP:Iteration 44Q (2884.160000 sec): 3 clusters
  Score: Raw -2319456.639456 + Penalty 3215.317849 = -2316241.321607
  nChanged 21
		SP:Iteration 45Q (2884.460000 sec): 3 clusters
  Score: Raw -2319457.944358 + Penalty 3215.317849 = -2316242.626509
  nChanged 16
		SP:Iteration 46Q (2884.740000 sec): 3 clusters
  Score: Raw -2319458.942675 + Penalty 3215.317849 = -2316243.624825
  nChanged 10
		SP:Iteration 47Q (2885.070000 sec): 3 clusters
  Score: Raw -2319459.586984 + Penalty 3215.317849 = -2316244.269135
  nChanged 15
		SP:Iteration 48Q (2885.350000 sec): 3 clusters
  Score: Raw -2319460.808599 + Penalty 3215.317849 = -2316245.490750
  nChanged 19
		SP:Iteration 49Q (2885.590000 sec): 3 clusters
  Score: Raw -2319462.232762 + Penalty 3215.317849 = -2316246.914913
  nChanged 10
		SP:Iteration 50Q (2885.830000 sec): 3 clusters
  Score: Raw -2319463.092640 + Penalty 3215.317849 = -2316247.774790
  nChanged 11
		SP:Iteration 51Q (2886.150000 sec): 3 clusters
  Score: Raw -2319463.878212 + Penalty 3215.317849 = -2316248.560362
  nChanged 8
		SP:Iteration 52Q (2886.370000 sec): 3 clusters
  Score: Raw -2319464.349596 + Penalty 3215.317849 = -2316249.031746
  nChanged 6
		SP:Iteration 53Q (2886.650000 sec): 3 clusters
  Score: Raw -2319464.688300 + Penalty 3215.317849 = -2316249.370451
  nChanged 7
		SP:Iteration 54Q (2886.920000 sec): 3 clusters
  Score: Raw -2319465.253688 + Penalty 3215.317849 = -2316249.935839
  nChanged 6
		SP:Iteration 55Q (2887.220000 sec): 3 clusters
  Score: Raw -2319465.522259 + Penalty 3215.317849 = -2316250.204410
  nChanged 3
		SP:Iteration 56Q (2887.460000 sec): 3 clusters
  Score: Raw -2319465.624578 + Penalty 3215.317849 = -2316250.306729
  nChanged 0
		SP:Iteration 57F (2887.750000 sec): 3 clusters
  Score: Raw -2319465.624578 + Penalty 3215.317849 = -2316250.306729
  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 6.56 GB.

 Trying to split cluster 15 (17895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2887.910000 sec): 2 clusters
  Score: Raw -2014877.743152 + Penalty 1591.244951 = -2013286.498201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2888.220000 sec): 3 clusters
  Score: Raw -2004325.321199 + Penalty 3182.489903 = -2001142.831296
  nChanged 8034
		SP:Iteration 1F (2888.480000 sec): 3 clusters
  Score: Raw -2011033.053298 + Penalty 3182.489903 = -2007850.563395
  nChanged 2344
		SP:Iteration 2F (2888.750000 sec): 3 clusters
  Score: Raw -2014933.429836 + Penalty 3182.489903 = -2011750.939934
  nChanged 2521
		SP:Iteration 3F (2889.020000 sec): 3 clusters
  Score: Raw -2018791.380157 + Penalty 3182.489903 = -2015608.890254
  nChanged 1721
		SP:Iteration 4F (2889.340000 sec): 3 clusters
  Score: Raw -2020920.006657 + Penalty 3182.489903 = -2017737.516755
  nChanged 913
		SP:Iteration 5F (2889.640000 sec): 3 clusters
  Score: Raw -2021759.704204 + Penalty 3182.489903 = -2018577.214301
  nChanged 532
		SP:Iteration 6Q (2889.880000 sec): 3 clusters
  Score: Raw -2022256.172558 + Penalty 3182.489903 = -2019073.682655
  nChanged 399
		SP:Iteration 7Q (2890.100000 sec): 3 clusters
  Score: Raw -2022601.951999 + Penalty 3182.489903 = -2019419.462097
  nChanged 318
		SP:Iteration 8Q (2890.330000 sec): 3 clusters
  Score: Raw -2022856.093759 + Penalty 3182.489903 = -2019673.603857
  nChanged 281
		SP:Iteration 9Q (2890.600000 sec): 3 clusters
  Score: Raw -2023059.021539 + Penalty 3182.489903 = -2019876.531637
  nChanged 299
		SP:Iteration 10Q (2890.860000 sec): 3 clusters
  Score: Raw -2023289.346854 + Penalty 3182.489903 = -2020106.856951
  nChanged 303
		SP:Iteration 11Q (2891.080000 sec): 3 clusters
  Score: Raw -2023562.525776 + Penalty 3182.489903 = -2020380.035874
  nChanged 364
		SP:Iteration 12Q (2891.330000 sec): 3 clusters
  Score: Raw -2023943.791856 + Penalty 3182.489903 = -2020761.301954
  nChanged 382
		SP:Iteration 13Q (2891.590000 sec): 3 clusters
  Score: Raw -2024397.439163 + Penalty 3182.489903 = -2021214.949260
  nChanged 400
		SP:Iteration 14Q (2891.840000 sec): 3 clusters
  Score: Raw -2024856.244281 + Penalty 3182.489903 = -2021673.754379
  nChanged 386
		SP:Iteration 15Q (2892.080000 sec): 3 clusters
  Score: Raw -2025339.662534 + Penalty 3182.489903 = -2022157.172632
  nChanged 392
		SP:Iteration 16Q (2892.300000 sec): 3 clusters
  Score: Raw -2025787.296619 + Penalty 3182.489903 = -2022604.806716
  nChanged 291
		SP:Iteration 17Q (2892.520000 sec): 3 clusters
  Score: Raw -2026077.020295 + Penalty 3182.489903 = -2022894.530393
  nChanged 227
		SP:Iteration 18Q (2892.790000 sec): 3 clusters
  Score: Raw -2026267.540421 + Penalty 3182.489903 = -2023085.050518
  nChanged 165
		SP:Iteration 19Q (2893.030000 sec): 3 clusters
  Score: Raw -2026390.158155 + Penalty 3182.489903 = -2023207.668252
  nChanged 129
		SP:Iteration 20F (2893.260000 sec): 3 clusters
  Score: Raw -2026468.904552 + Penalty 3182.489903 = -2023286.414649
  nChanged 113
		SP:Iteration 21Q (2893.510000 sec): 3 clusters
  Score: Raw -2026525.999274 + Penalty 3182.489903 = -2023343.509372
  nChanged 79
		SP:Iteration 22Q (2893.710000 sec): 3 clusters
  Score: Raw -2026552.614844 + Penalty 3182.489903 = -2023370.124941
  nChanged 58
		SP:Iteration 23Q (2893.980000 sec): 3 clusters
  Score: Raw -2026565.567728 + Penalty 3182.489903 = -2023383.077826
  nChanged 40
		SP:Iteration 24Q (2894.270000 sec): 3 clusters
  Score: Raw -2026573.409216 + Penalty 3182.489903 = -2023390.919314
  nChanged 28
		SP:Iteration 25Q (2894.480000 sec): 3 clusters
  Score: Raw -2026577.183158 + Penalty 3182.489903 = -2023394.693256
  nChanged 17
		SP:Iteration 26Q (2894.750000 sec): 3 clusters
  Score: Raw -2026578.867219 + Penalty 3182.489903 = -2023396.377317
  nChanged 5
		SP:Iteration 27Q (2895.000000 sec): 3 clusters
  Score: Raw -2026579.257707 + Penalty 3182.489903 = -2023396.767804
  nChanged 3
		SP:Iteration 28Q (2895.270000 sec): 3 clusters
  Score: Raw -2026579.341847 + Penalty 3182.489903 = -2023396.851945
  nChanged 2
		SP:Iteration 29Q (2895.490000 sec): 3 clusters
  Score: Raw -2026579.387644 + Penalty 3182.489903 = -2023396.897741
  nChanged 1
		SP:Iteration 30Q (2895.800000 sec): 3 clusters
  Score: Raw -2026579.435822 + Penalty 3182.489903 = -2023396.945919
  nChanged 1
		SP:Iteration 31Q (2896.060000 sec): 3 clusters
  Score: Raw -2026579.460389 + Penalty 3182.489903 = -2023396.970486
  nChanged 1
		SP:Iteration 32Q (2896.300000 sec): 3 clusters
  Score: Raw -2026579.526955 + Penalty 3182.489903 = -2023397.037053
  nChanged 1
		SP:Iteration 33Q (2896.580000 sec): 3 clusters
  Score: Raw -2026579.597265 + Penalty 3182.489903 = -2023397.107363
  nChanged 0
		SP:Iteration 34F (2896.880000 sec): 3 clusters
  Score: Raw -2026579.597265 + Penalty 3182.489903 = -2023397.107363
  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 6.56 GB.

 Trying to split cluster 16 (33936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2897.150000 sec): 2 clusters
  Score: Raw -4035982.334948 + Penalty 1695.237647 = -4034287.097301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2897.470000 sec): 3 clusters
  Score: Raw -4014924.086788 + Penalty 3390.475295 = -4011533.611493
  nChanged 15664
		SP:Iteration 1F (2897.780000 sec): 3 clusters
  Score: Raw -4024022.083735 + Penalty 3390.475295 = -4020631.608440
  nChanged 1628
		SP:Iteration 2Q (2898.150000 sec): 3 clusters
  Score: Raw -4024695.627473 + Penalty 3390.475295 = -4021305.152178
  nChanged 1814
		SP:Iteration 3F (2898.470000 sec): 3 clusters
  Score: Raw -4025623.863028 + Penalty 3390.475295 = -4022233.387733
  nChanged 2069
		SP:Iteration 4F (2898.840000 sec): 3 clusters
  Score: Raw -4026903.957142 + Penalty 3390.475295 = -4023513.481847
  nChanged 2326
		SP:Iteration 5F (2899.160000 sec): 3 clusters
  Score: Raw -4028615.556087 + Penalty 3390.475295 = -4025225.080792
  nChanged 2442
		SP:Iteration 6F (2899.470000 sec): 3 clusters
  Score: Raw -4030643.650646 + Penalty 3390.475295 = -4027253.175351
  nChanged 2274
		SP:Iteration 7F (2899.810000 sec): 3 clusters
  Score: Raw -4032785.982489 + Penalty 3390.475295 = -4029395.507194
  nChanged 1846
		SP:Iteration 8F (2900.180000 sec): 3 clusters
  Score: Raw -4034606.091412 + Penalty 3390.475295 = -4031215.616117
  nChanged 1371
		SP:Iteration 9Q (2900.520000 sec): 3 clusters
  Score: Raw -4036059.294303 + Penalty 3390.475295 = -4032668.819008
  nChanged 995
		SP:Iteration 10Q (2900.820000 sec): 3 clusters
  Score: Raw -4037173.781105 + Penalty 3390.475295 = -4033783.305810
  nChanged 690
		SP:Iteration 11Q (2901.150000 sec): 3 clusters
  Score: Raw -4037750.709641 + Penalty 3390.475295 = -4034360.234346
  nChanged 499
		SP:Iteration 12Q (2901.480000 sec): 3 clusters
  Score: Raw -4037969.450704 + Penalty 3390.475295 = -4034578.975409
  nChanged 413
		SP:Iteration 13Q (2901.810000 sec): 3 clusters
  Score: Raw -4038101.875071 + Penalty 3390.475295 = -4034711.399776
  nChanged 357
		SP:Iteration 14Q (2902.080000 sec): 3 clusters
  Score: Raw -4038215.320437 + Penalty 3390.475295 = -4034824.845142
  nChanged 361
		SP:Iteration 15Q (2902.420000 sec): 3 clusters
  Score: Raw -4038365.282809 + Penalty 3390.475295 = -4034974.807514
  nChanged 420
		SP:Iteration 16Q (2902.730000 sec): 3 clusters
  Score: Raw -4038557.951405 + Penalty 3390.475295 = -4035167.476110
  nChanged 463
		SP:Iteration 17Q (2903.080000 sec): 3 clusters
  Score: Raw -4038801.033014 + Penalty 3390.475295 = -4035410.557719
  nChanged 526
		SP:Iteration 18Q (2903.410000 sec): 3 clusters
  Score: Raw -4039121.758422 + Penalty 3390.475295 = -4035731.283127
  nChanged 609
		SP:Iteration 19Q (2903.750000 sec): 3 clusters
  Score: Raw -4039510.703439 + Penalty 3390.475295 = -4036120.228144
  nChanged 621
		SP:Iteration 20F (2904.060000 sec): 3 clusters
  Score: Raw -4039911.977238 + Penalty 3390.475295 = -4036521.501943
  nChanged 648
		SP:Iteration 21Q (2904.350000 sec): 3 clusters
  Score: Raw -4040341.775010 + Penalty 3390.475295 = -4036951.299715
  nChanged 652
		SP:Iteration 22Q (2904.700000 sec): 3 clusters
  Score: Raw -4040738.602646 + Penalty 3390.475295 = -4037348.127351
  nChanged 567
		SP:Iteration 23Q (2905.040000 sec): 3 clusters
  Score: Raw -4041048.785673 + Penalty 3390.475295 = -4037658.310378
  nChanged 501
		SP:Iteration 24Q (2905.360000 sec): 3 clusters
  Score: Raw -4041288.905557 + Penalty 3390.475295 = -4037898.430262
  nChanged 409
		SP:Iteration 25Q (2905.740000 sec): 3 clusters
  Score: Raw -4041459.379040 + Penalty 3390.475295 = -4038068.903745
  nChanged 358
		SP:Iteration 26Q (2906.050000 sec): 3 clusters
  Score: Raw -4041583.421854 + Penalty 3390.475295 = -4038192.946559
  nChanged 282
		SP:Iteration 27Q (2906.410000 sec): 3 clusters
  Score: Raw -4041665.539743 + Penalty 3390.475295 = -4038275.064448
  nChanged 236
		SP:Iteration 28Q (2906.720000 sec): 3 clusters
  Score: Raw -4041731.663157 + Penalty 3390.475295 = -4038341.187862
  nChanged 228
		SP:Iteration 29Q (2907.020000 sec): 3 clusters
  Score: Raw -4041790.253306 + Penalty 3390.475295 = -4038399.778011
  nChanged 173
		SP:Iteration 30Q (2907.350000 sec): 3 clusters
  Score: Raw -4041827.052115 + Penalty 3390.475295 = -4038436.576820
  nChanged 131
		SP:Iteration 31Q (2907.640000 sec): 3 clusters
  Score: Raw -4041848.762057 + Penalty 3390.475295 = -4038458.286762
  nChanged 93
		SP:Iteration 32Q (2907.980000 sec): 3 clusters
  Score: Raw -4041859.967737 + Penalty 3390.475295 = -4038469.492442
  nChanged 66
		SP:Iteration 33Q (2908.300000 sec): 3 clusters
  Score: Raw -4041867.501696 + Penalty 3390.475295 = -4038477.026401
  nChanged 64
		SP:Iteration 34Q (2908.600000 sec): 3 clusters
  Score: Raw -4041873.896035 + Penalty 3390.475295 = -4038483.420740
  nChanged 46
		SP:Iteration 35Q (2908.940000 sec): 3 clusters
  Score: Raw -4041877.467686 + Penalty 3390.475295 = -4038486.992391
  nChanged 38
		SP:Iteration 36Q (2909.320000 sec): 3 clusters
  Score: Raw -4041880.114704 + Penalty 3390.475295 = -4038489.639409
  nChanged 26
		SP:Iteration 37Q (2909.610000 sec): 3 clusters
  Score: Raw -4041881.649812 + Penalty 3390.475295 = -4038491.174517
  nChanged 22
		SP:Iteration 38Q (2909.970000 sec): 3 clusters
  Score: Raw -4041883.162692 + Penalty 3390.475295 = -4038492.687397
  nChanged 23
		SP:Iteration 39Q (2910.290000 sec): 3 clusters
  Score: Raw -4041884.749349 + Penalty 3390.475295 = -4038494.274054
  nChanged 22
		SP:Iteration 40F (2910.640000 sec): 3 clusters
  Score: Raw -4041887.774934 + Penalty 3390.475295 = -4038497.299639
  nChanged 23
		SP:Iteration 41Q (2911.020000 sec): 3 clusters
  Score: Raw -4041889.389669 + Penalty 3390.475295 = -4038498.914374
  nChanged 22
		SP:Iteration 42Q (2911.430000 sec): 3 clusters
  Score: Raw -4041890.817618 + Penalty 3390.475295 = -4038500.342323
  nChanged 22
		SP:Iteration 43Q (2911.780000 sec): 3 clusters
  Score: Raw -4041891.989975 + Penalty 3390.475295 = -4038501.514680
  nChanged 16
		SP:Iteration 44Q (2912.170000 sec): 3 clusters
  Score: Raw -4041892.779585 + Penalty 3390.475295 = -4038502.304290
  nChanged 13
		SP:Iteration 45Q (2912.600000 sec): 3 clusters
  Score: Raw -4041893.355619 + Penalty 3390.475295 = -4038502.880324
  nChanged 11
		SP:Iteration 46Q (2912.950000 sec): 3 clusters
  Score: Raw -4041893.873098 + Penalty 3390.475295 = -4038503.397803
  nChanged 5
		SP:Iteration 47Q (2913.350000 sec): 3 clusters
  Score: Raw -4041893.993885 + Penalty 3390.475295 = -4038503.518590
  nChanged 5
		SP:Iteration 48Q (2913.690000 sec): 3 clusters
  Score: Raw -4041894.138972 + Penalty 3390.475295 = -4038503.663677
  nChanged 5
		SP:Iteration 49Q (2914.000000 sec): 3 clusters
  Score: Raw -4041894.269847 + Penalty 3390.475295 = -4038503.794552
  nChanged 3
		SP:Iteration 50Q (2914.380000 sec): 3 clusters
  Score: Raw -4041894.366457 + Penalty 3390.475295 = -4038503.891162
  nChanged 1
		SP:Iteration 51Q (2914.750000 sec): 3 clusters
  Score: Raw -4041894.398172 + Penalty 3390.475295 = -4038503.922877
  nChanged 1
		SP:Iteration 52Q (2915.110000 sec): 3 clusters
  Score: Raw -4041894.413577 + Penalty 3390.475295 = -4038503.938282
  nChanged 1
		SP:Iteration 53Q (2915.530000 sec): 3 clusters
  Score: Raw -4041894.431756 + Penalty 3390.475295 = -4038503.956461
  nChanged 0
		SP:Iteration 54F (2915.920000 sec): 3 clusters
  Score: Raw -4041894.431756 + Penalty 3390.475295 = -4038503.956461
  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 6.56 GB.

 Trying to split cluster 17 (73340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2916.360000 sec): 2 clusters
  Score: Raw -8625069.507893 + Penalty 1820.464984 = -8623249.042909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2916.910000 sec): 3 clusters
  Score: Raw -8577909.330129 + Penalty 3640.929969 = -8574268.400161
  nChanged 34745
		SP:Iteration 1F (2917.490000 sec): 3 clusters
  Score: Raw -8598506.501654 + Penalty 3640.929969 = -8594865.571685
  nChanged 3390
		SP:Iteration 2Q (2918.100000 sec): 3 clusters
  Score: Raw -8599883.556514 + Penalty 3640.929969 = -8596242.626545
  nChanged 3697
		SP:Iteration 3F (2918.650000 sec): 3 clusters
  Score: Raw -8601585.300435 + Penalty 3640.929969 = -8597944.370466
  nChanged 4031
		SP:Iteration 4F (2919.170000 sec): 3 clusters
  Score: Raw -8603633.121077 + Penalty 3640.929969 = -8599992.191109
  nChanged 4187
		SP:Iteration 5F (2919.740000 sec): 3 clusters
  Score: Raw -8605725.284393 + Penalty 3640.929969 = -8602084.354425
  nChanged 4076
		SP:Iteration 6F (2920.300000 sec): 3 clusters
  Score: Raw -8607618.303782 + Penalty 3640.929969 = -8603977.373813
  nChanged 3670
		SP:Iteration 7F (2920.870000 sec): 3 clusters
  Score: Raw -8609202.745648 + Penalty 3640.929969 = -8605561.815680
  nChanged 3288
		SP:Iteration 8Q (2921.400000 sec): 3 clusters
  Score: Raw -8610529.314735 + Penalty 3640.929969 = -8606888.384766
  nChanged 2863
		SP:Iteration 9Q (2921.970000 sec): 3 clusters
  Score: Raw -8611654.840783 + Penalty 3640.929969 = -8608013.910814
  nChanged 2636
		SP:Iteration 10Q (2922.530000 sec): 3 clusters
  Score: Raw -8612703.467414 + Penalty 3640.929969 = -8609062.537445
  nChanged 2435
		SP:Iteration 11Q (2923.080000 sec): 3 clusters
  Score: Raw -8613751.754921 + Penalty 3640.929969 = -8610110.824952
  nChanged 2282
		SP:Iteration 12Q (2923.620000 sec): 3 clusters
  Score: Raw -8614764.606056 + Penalty 3640.929969 = -8611123.676088
  nChanged 2041
		SP:Iteration 13Q (2924.230000 sec): 3 clusters
  Score: Raw -8615656.060147 + Penalty 3640.929969 = -8612015.130178
  nChanged 1931
		SP:Iteration 14Q (2924.810000 sec): 3 clusters
  Score: Raw -8616470.358807 + Penalty 3640.929969 = -8612829.428838
  nChanged 1741
		SP:Iteration 15Q (2925.400000 sec): 3 clusters
  Score: Raw -8617086.364400 + Penalty 3640.929969 = -8613445.434432
  nChanged 1404
		SP:Iteration 16Q (2925.980000 sec): 3 clusters
  Score: Raw -8617492.842986 + Penalty 3640.929969 = -8613851.913017
  nChanged 1131
		SP:Iteration 17Q (2926.630000 sec): 3 clusters
  Score: Raw -8617812.562176 + Penalty 3640.929969 = -8614171.632207
  nChanged 1052
		SP:Iteration 18Q (2927.240000 sec): 3 clusters
  Score: Raw -8618110.302735 + Penalty 3640.929969 = -8614469.372766
  nChanged 1039
		SP:Iteration 19Q (2927.730000 sec): 3 clusters
  Score: Raw -8618416.891548 + Penalty 3640.929969 = -8614775.961580
  nChanged 1060
		SP:Iteration 20F (2928.300000 sec): 3 clusters
  Score: Raw -8618742.724534 + Penalty 3640.929969 = -8615101.794566
  nChanged 1097
		SP:Iteration 21Q (2928.780000 sec): 3 clusters
  Score: Raw -8619088.950567 + Penalty 3640.929969 = -8615448.020599
  nChanged 1108
		SP:Iteration 22Q (2929.290000 sec): 3 clusters
  Score: Raw -8619466.221929 + Penalty 3640.929969 = -8615825.291961
  nChanged 1151
		SP:Iteration 23Q (2929.810000 sec): 3 clusters
  Score: Raw -8619902.695272 + Penalty 3640.929969 = -8616261.765304
  nChanged 1205
		SP:Iteration 24Q (2930.420000 sec): 3 clusters
  Score: Raw -8620418.281419 + Penalty 3640.929969 = -8616777.351451
  nChanged 1292
		SP:Iteration 25Q (2931.050000 sec): 3 clusters
  Score: Raw -8621026.298181 + Penalty 3640.929969 = -8617385.368213
  nChanged 1365
		SP:Iteration 26Q (2931.660000 sec): 3 clusters
  Score: Raw -8621698.881356 + Penalty 3640.929969 = -8618057.951387
  nChanged 1369
		SP:Iteration 27Q (2932.240000 sec): 3 clusters
  Score: Raw -8622387.424926 + Penalty 3640.929969 = -8618746.494958
  nChanged 1258
		SP:Iteration 28Q (2932.870000 sec): 3 clusters
  Score: Raw -8623014.938188 + Penalty 3640.929969 = -8619374.008219
  nChanged 1193
		SP:Iteration 29Q (2933.460000 sec): 3 clusters
  Score: Raw -8623563.284425 + Penalty 3640.929969 = -8619922.354457
  nChanged 1066
		SP:Iteration 30Q (2934.110000 sec): 3 clusters
  Score: Raw -8624008.295524 + Penalty 3640.929969 = -8620367.365555
  nChanged 936
		SP:Iteration 31Q (2934.740000 sec): 3 clusters
  Score: Raw -8624361.962984 + Penalty 3640.929969 = -8620721.033015
  nChanged 857
		SP:Iteration 32Q (2935.340000 sec): 3 clusters
  Score: Raw -8624650.600866 + Penalty 3640.929969 = -8621009.670898
  nChanged 732
		SP:Iteration 33Q (2936.010000 sec): 3 clusters
  Score: Raw -8624892.401891 + Penalty 3640.929969 = -8621251.471922
  nChanged 638
		SP:Iteration 34Q (2936.530000 sec): 3 clusters
  Score: Raw -8625080.860301 + Penalty 3640.929969 = -8621439.930332
  nChanged 531
		SP:Iteration 35Q (2937.100000 sec): 3 clusters
  Score: Raw -8625222.644213 + Penalty 3640.929969 = -8621581.714245
  nChanged 471
		SP:Iteration 36Q (2937.690000 sec): 3 clusters
  Score: Raw -8625341.255264 + Penalty 3640.929969 = -8621700.325296
  nChanged 435
		SP:Iteration 37Q (2938.300000 sec): 3 clusters
  Score: Raw -8625443.404071 + Penalty 3640.929969 = -8621802.474102
  nChanged 391
		SP:Iteration 38Q (2938.870000 sec): 3 clusters
  Score: Raw -8625536.827903 + Penalty 3640.929969 = -8621895.897934
  nChanged 339
		SP:Iteration 39Q (2939.370000 sec): 3 clusters
  Score: Raw -8625613.224787 + Penalty 3640.929969 = -8621972.294819
  nChanged 306
		SP:Iteration 40F (2939.870000 sec): 3 clusters
  Score: Raw -8625681.471521 + Penalty 3640.929969 = -8622040.541552
  nChanged 267
		SP:Iteration 41Q (2940.420000 sec): 3 clusters
  Score: Raw -8625735.874887 + Penalty 3640.929969 = -8622094.944918
  nChanged 233
		SP:Iteration 42Q (2940.930000 sec): 3 clusters
  Score: Raw -8625780.728595 + Penalty 3640.929969 = -8622139.798627
  nChanged 206
		SP:Iteration 43Q (2941.450000 sec): 3 clusters
  Score: Raw -8625817.769899 + Penalty 3640.929969 = -8622176.839931
  nChanged 188
		SP:Iteration 44Q (2941.970000 sec): 3 clusters
  Score: Raw -8625850.425275 + Penalty 3640.929969 = -8622209.495306
  nChanged 168
		SP:Iteration 45Q (2942.480000 sec): 3 clusters
  Score: Raw -8625876.200905 + Penalty 3640.929969 = -8622235.270937
  nChanged 151
		SP:Iteration 46Q (2943.010000 sec): 3 clusters
  Score: Raw -8625900.540485 + Penalty 3640.929969 = -8622259.610517
  nChanged 135
		SP:Iteration 47Q (2943.520000 sec): 3 clusters
  Score: Raw -8625921.282766 + Penalty 3640.929969 = -8622280.352797
  nChanged 111
		SP:Iteration 48Q (2944.020000 sec): 3 clusters
  Score: Raw -8625936.129526 + Penalty 3640.929969 = -8622295.199557
  nChanged 92
		SP:Iteration 49Q (2944.580000 sec): 3 clusters
  Score: Raw -8625947.101123 + Penalty 3640.929969 = -8622306.171155
  nChanged 82
		SP:Iteration 50Q (2945.130000 sec): 3 clusters
  Score: Raw -8625957.107842 + Penalty 3640.929969 = -8622316.177873
  nChanged 76
		SP:Iteration 51Q (2945.700000 sec): 3 clusters
  Score: Raw -8625965.913346 + Penalty 3640.929969 = -8622324.983377
  nChanged 58
		SP:Iteration 52Q (2946.190000 sec): 3 clusters
  Score: Raw -8625973.122124 + Penalty 3640.929969 = -8622332.192155
  nChanged 46
		SP:Iteration 53Q (2946.690000 sec): 3 clusters
  Score: Raw -8625978.417353 + Penalty 3640.929969 = -8622337.487385
  nChanged 45
		SP:Iteration 54Q (2947.180000 sec): 3 clusters
  Score: Raw -8625982.762482 + Penalty 3640.929969 = -8622341.832513
  nChanged 54
		SP:Iteration 55Q (2947.660000 sec): 3 clusters
  Score: Raw -8625988.540241 + Penalty 3640.929969 = -8622347.610272
  nChanged 40
		SP:Iteration 56Q (2948.190000 sec): 3 clusters
  Score: Raw -8625992.155587 + Penalty 3640.929969 = -8622351.225619
  nChanged 38
		SP:Iteration 57Q (2948.710000 sec): 3 clusters
  Score: Raw -8625997.427671 + Penalty 3640.929969 = -8622356.497702
  nChanged 32
		SP:Iteration 58Q (2949.170000 sec): 3 clusters
  Score: Raw -8626000.863216 + Penalty 3640.929969 = -8622359.933248
  nChanged 31
		SP:Iteration 59Q (2949.700000 sec): 3 clusters
  Score: Raw -8626004.165675 + Penalty 3640.929969 = -8622363.235706
  nChanged 34
		SP:Iteration 60F (2950.180000 sec): 3 clusters
  Score: Raw -8626007.385176 + Penalty 3640.929969 = -8622366.455207
  nChanged 24
		SP:Iteration 61Q (2950.690000 sec): 3 clusters
  Score: Raw -8626009.766908 + Penalty 3640.929969 = -8622368.836939
  nChanged 26
		SP:Iteration 62Q (2951.200000 sec): 3 clusters
  Score: Raw -8626013.155833 + Penalty 3640.929969 = -8622372.225864
  nChanged 21
		SP:Iteration 63Q (2951.810000 sec): 3 clusters
  Score: Raw -8626015.766397 + Penalty 3640.929969 = -8622374.836429
  nChanged 22
		SP:Iteration 64Q (2952.450000 sec): 3 clusters
  Score: Raw -8626017.790543 + Penalty 3640.929969 = -8622376.860575
  nChanged 23
		SP:Iteration 65Q (2953.080000 sec): 3 clusters
  Score: Raw -8626020.490242 + Penalty 3640.929969 = -8622379.560273
  nChanged 18
		SP:Iteration 66Q (2953.700000 sec): 3 clusters
  Score: Raw -8626022.326170 + Penalty 3640.929969 = -8622381.396201
  nChanged 21
		SP:Iteration 67Q (2954.320000 sec): 3 clusters
  Score: Raw -8626024.534699 + Penalty 3640.929969 = -8622383.604730
  nChanged 19
		SP:Iteration 68Q (2954.970000 sec): 3 clusters
  Score: Raw -8626026.341284 + Penalty 3640.929969 = -8622385.411316
  nChanged 20
		SP:Iteration 69Q (2955.620000 sec): 3 clusters
  Score: Raw -8626028.151547 + Penalty 3640.929969 = -8622387.221579
  nChanged 16
		SP:Iteration 70Q (2956.140000 sec): 3 clusters
  Score: Raw -8626029.456951 + Penalty 3640.929969 = -8622388.526983
  nChanged 15
		SP:Iteration 71Q (2956.640000 sec): 3 clusters
  Score: Raw -8626031.105342 + Penalty 3640.929969 = -8622390.175373
  nChanged 22
		SP:Iteration 72Q (2957.120000 sec): 3 clusters
  Score: Raw -8626033.293778 + Penalty 3640.929969 = -8622392.363810
  nChanged 21
		SP:Iteration 73Q (2957.630000 sec): 3 clusters
  Score: Raw -8626035.188815 + Penalty 3640.929969 = -8622394.258846
  nChanged 20
		SP:Iteration 74Q (2958.080000 sec): 3 clusters
  Score: Raw -8626036.864972 + Penalty 3640.929969 = -8622395.935004
  nChanged 21
		SP:Iteration 75Q (2958.580000 sec): 3 clusters
  Score: Raw -8626038.639581 + Penalty 3640.929969 = -8622397.709612
  nChanged 17
		SP:Iteration 76Q (2959.040000 sec): 3 clusters
  Score: Raw -8626040.017980 + Penalty 3640.929969 = -8622399.088012
  nChanged 14
		SP:Iteration 77Q (2959.570000 sec): 3 clusters
  Score: Raw -8626041.697057 + Penalty 3640.929969 = -8622400.767089
  nChanged 17
		SP:Iteration 78Q (2960.090000 sec): 3 clusters
  Score: Raw -8626043.529741 + Penalty 3640.929969 = -8622402.599772
  nChanged 22
		SP:Iteration 79Q (2960.610000 sec): 3 clusters
  Score: Raw -8626045.676880 + Penalty 3640.929969 = -8622404.746911
  nChanged 15
		SP:Iteration 80F (2961.130000 sec): 3 clusters
  Score: Raw -8626047.490284 + Penalty 3640.929969 = -8622406.560316
  nChanged 20
		SP:Iteration 81Q (2961.700000 sec): 3 clusters
  Score: Raw -8626049.293913 + Penalty 3640.929969 = -8622408.363945
  nChanged 15
		SP:Iteration 82Q (2962.250000 sec): 3 clusters
  Score: Raw -8626050.874902 + Penalty 3640.929969 = -8622409.944933
  nChanged 14
		SP:Iteration 83Q (2962.700000 sec): 3 clusters
  Score: Raw -8626052.279338 + Penalty 3640.929969 = -8622411.349370
  nChanged 13
		SP:Iteration 84Q (2963.220000 sec): 3 clusters
  Score: Raw -8626053.293774 + Penalty 3640.929969 = -8622412.363806
  nChanged 6
		SP:Iteration 85Q (2963.680000 sec): 3 clusters
  Score: Raw -8626053.844703 + Penalty 3640.929969 = -8622412.914735
  nChanged 4
		SP:Iteration 86Q (2964.230000 sec): 3 clusters
  Score: Raw -8626054.146071 + Penalty 3640.929969 = -8622413.216103
  nChanged 6
		SP:Iteration 87Q (2964.770000 sec): 3 clusters
  Score: Raw -8626054.795778 + Penalty 3640.929969 = -8622413.865809
  nChanged 9
		SP:Iteration 88Q (2965.290000 sec): 3 clusters
  Score: Raw -8626055.464248 + Penalty 3640.929969 = -8622414.534279
  nChanged 6
		SP:Iteration 89Q (2965.830000 sec): 3 clusters
  Score: Raw -8626055.927432 + Penalty 3640.929969 = -8622414.997464
  nChanged 5
		SP:Iteration 90Q (2966.360000 sec): 3 clusters
  Score: Raw -8626056.255681 + Penalty 3640.929969 = -8622415.325712
  nChanged 3
		SP:Iteration 91Q (2966.860000 sec): 3 clusters
  Score: Raw -8626056.435641 + Penalty 3640.929969 = -8622415.505673
  nChanged 6
		SP:Iteration 92Q (2967.460000 sec): 3 clusters
  Score: Raw -8626056.732328 + Penalty 3640.929969 = -8622415.802360
  nChanged 2
		SP:Iteration 93Q (2967.980000 sec): 3 clusters
  Score: Raw -8626056.889820 + Penalty 3640.929969 = -8622415.959852
  nChanged 1
		SP:Iteration 94Q (2968.560000 sec): 3 clusters
  Score: Raw -8626056.927761 + Penalty 3640.929969 = -8622415.997792
  nChanged 1
		SP:Iteration 95Q (2969.130000 sec): 3 clusters
  Score: Raw -8626056.962990 + Penalty 3640.929969 = -8622416.033022
  nChanged 0
		SP:Iteration 96F (2969.710000 sec): 3 clusters
  Score: Raw -8626056.962990 + Penalty 3640.929969 = -8622416.033022
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (3542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2969.820000 sec): 2 clusters
  Score: Raw -389964.626670 + Penalty 1328.022608 = -388636.604062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2969.970000 sec): 3 clusters
  Score: Raw -388352.376821 + Penalty 2656.045216 = -385696.331605
  nChanged 1404
		SP:Iteration 1F (2970.130000 sec): 3 clusters
  Score: Raw -390290.758216 + Penalty 2656.045216 = -387634.713000
  nChanged 603
		SP:Iteration 2F (2970.300000 sec): 3 clusters
  Score: Raw -391596.510476 + Penalty 2656.045216 = -388940.465260
  nChanged 401
		SP:Iteration 3F (2970.430000 sec): 3 clusters
  Score: Raw -392274.127588 + Penalty 2656.045216 = -389618.082372
  nChanged 197
		SP:Iteration 4F (2970.540000 sec): 3 clusters
  Score: Raw -392491.845077 + Penalty 2656.045216 = -389835.799861
  nChanged 103
		SP:Iteration 5Q (2970.680000 sec): 3 clusters
  Score: Raw -392617.026813 + Penalty 2656.045216 = -389960.981597
  nChanged 84
		SP:Iteration 6Q (2970.800000 sec): 3 clusters
  Score: Raw -392683.905302 + Penalty 2656.045216 = -390027.860086
  nChanged 52
		SP:Iteration 7Q (2970.930000 sec): 3 clusters
  Score: Raw -392731.565266 + Penalty 2656.045216 = -390075.520050
  nChanged 48
		SP:Iteration 8Q (2971.060000 sec): 3 clusters
  Score: Raw -392761.827557 + Penalty 2656.045216 = -390105.782341
  nChanged 43
		SP:Iteration 9Q (2971.190000 sec): 3 clusters
  Score: Raw -392799.465766 + Penalty 2656.045216 = -390143.420550
  nChanged 45
		SP:Iteration 10Q (2971.340000 sec): 3 clusters
  Score: Raw -392845.066671 + Penalty 2656.045216 = -390189.021455
  nChanged 40
		SP:Iteration 11Q (2971.470000 sec): 3 clusters
  Score: Raw -392871.474499 + Penalty 2656.045216 = -390215.429283
  nChanged 25
		SP:Iteration 12Q (2971.620000 sec): 3 clusters
  Score: Raw -392884.833166 + Penalty 2656.045216 = -390228.787950
  nChanged 27
		SP:Iteration 13Q (2971.780000 sec): 3 clusters
  Score: Raw -392898.412487 + Penalty 2656.045216 = -390242.367271
  nChanged 18
		SP:Iteration 14Q (2971.980000 sec): 3 clusters
  Score: Raw -392904.423290 + Penalty 2656.045216 = -390248.378074
  nChanged 11
		SP:Iteration 15Q (2972.120000 sec): 3 clusters
  Score: Raw -392907.398140 + Penalty 2656.045216 = -390251.352924
  nChanged 6
		SP:Iteration 16Q (2972.280000 sec): 3 clusters
  Score: Raw -392908.559928 + Penalty 2656.045216 = -390252.514712
  nChanged 8
		SP:Iteration 17Q (2972.440000 sec): 3 clusters
  Score: Raw -392910.909266 + Penalty 2656.045216 = -390254.864050
  nChanged 9
		SP:Iteration 18Q (2972.600000 sec): 3 clusters
  Score: Raw -392912.973185 + Penalty 2656.045216 = -390256.927969
  nChanged 3
		SP:Iteration 19Q (2972.760000 sec): 3 clusters
  Score: Raw -392913.626420 + Penalty 2656.045216 = -390257.581204
  nChanged 0
		SP:Iteration 20F (2972.930000 sec): 3 clusters
  Score: Raw -392913.626420 + Penalty 2656.045216 = -390257.581204
  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 6.56 GB.

 Trying to split cluster 19 (159060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2973.890000 sec): 2 clusters
  Score: Raw -19601431.544344 + Penalty 1946.268475 = -19599485.275869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2974.910000 sec): 3 clusters
  Score: Raw -19496508.842637 + Penalty 3892.536950 = -19492616.305687
  nChanged 76757
		SP:Iteration 1F (2975.970000 sec): 3 clusters
  Score: Raw -19542567.438471 + Penalty 3892.536950 = -19538674.901521
  nChanged 6601
		SP:Iteration 2Q (2976.980000 sec): 3 clusters
  Score: Raw -19545006.708196 + Penalty 3892.536950 = -19541114.171246
  nChanged 8774
		SP:Iteration 3F (2977.870000 sec): 3 clusters
  Score: Raw -19549409.813668 + Penalty 3892.536950 = -19545517.276719
  nChanged 11407
		SP:Iteration 4F (2978.810000 sec): 3 clusters
  Score: Raw -19556946.574422 + Penalty 3892.536950 = -19553054.037472
  nChanged 13424
		SP:Iteration 5F (2979.660000 sec): 3 clusters
  Score: Raw -19567723.782825 + Penalty 3892.536950 = -19563831.245876
  nChanged 13097
		SP:Iteration 6F (2980.620000 sec): 3 clusters
  Score: Raw -19579231.159257 + Penalty 3892.536950 = -19575338.622307
  nChanged 10383
		SP:Iteration 7F (2981.620000 sec): 3 clusters
  Score: Raw -19588526.825558 + Penalty 3892.536950 = -19584634.288609
  nChanged 6988
		SP:Iteration 8Q (2982.670000 sec): 3 clusters
  Score: Raw -19595093.659729 + Penalty 3892.536950 = -19591201.122779
  nChanged 3983
		SP:Iteration 9Q (2983.690000 sec): 3 clusters
  Score: Raw -19598945.483994 + Penalty 3892.536950 = -19595052.947045
  nChanged 1810
		SP:Iteration 10Q (2984.720000 sec): 3 clusters
  Score: Raw -19600684.158237 + Penalty 3892.536950 = -19596791.621288
  nChanged 630
		SP:Iteration 11Q (2985.680000 sec): 3 clusters
  Score: Raw -19601290.356443 + Penalty 3892.536950 = -19597397.819494
  nChanged 181
		SP:Iteration 12Q (2986.560000 sec): 3 clusters
  Score: Raw -19601478.480751 + Penalty 3892.536950 = -19597585.943801
  nChanged 74
		SP:Iteration 13Q (2987.530000 sec): 3 clusters
  Score: Raw -19601557.744455 + Penalty 3892.536950 = -19597665.207505
  nChanged 30
		SP:Iteration 14Q (2988.460000 sec): 3 clusters
  Score: Raw -19601588.827999 + Penalty 3892.536950 = -19597696.291050
  nChanged 15
		SP:Iteration 15Q (2989.340000 sec): 3 clusters
  Score: Raw -19601603.075826 + Penalty 3892.536950 = -19597710.538876
  nChanged 11
		SP:Iteration 16Q (2990.250000 sec): 3 clusters
  Score: Raw -19601611.802092 + Penalty 3892.536950 = -19597719.265143
  nChanged 7
		SP:Iteration 17Q (2991.160000 sec): 3 clusters
  Score: Raw -19601619.374506 + Penalty 3892.536950 = -19597726.837556
  nChanged 7
		SP:Iteration 18Q (2991.990000 sec): 3 clusters
  Score: Raw -19601625.689991 + Penalty 3892.536950 = -19597733.153042
  nChanged 6
		SP:Iteration 19Q (2993.180000 sec): 3 clusters
  Score: Raw -19601629.898788 + Penalty 3892.536950 = -19597737.361839
  nChanged 5
		SP:Iteration 20F (2994.380000 sec): 3 clusters
  Score: Raw -19601634.044662 + Penalty 3892.536950 = -19597741.507712
  nChanged 3
		SP:Iteration 21Q (2995.520000 sec): 3 clusters
  Score: Raw -19601636.472152 + Penalty 3892.536950 = -19597743.935203
  nChanged 3
		SP:Iteration 22Q (2996.540000 sec): 3 clusters
  Score: Raw -19601639.376561 + Penalty 3892.536950 = -19597746.839611
  nChanged 4
		SP:Iteration 23Q (2997.460000 sec): 3 clusters
  Score: Raw -19601646.370236 + Penalty 3892.536950 = -19597753.833286
  nChanged 7
		SP:Iteration 24Q (2998.400000 sec): 3 clusters
  Score: Raw -19601653.064935 + Penalty 3892.536950 = -19597760.527985
  nChanged 10
		SP:Iteration 25Q (2999.340000 sec): 3 clusters
  Score: Raw -19601661.827750 + Penalty 3892.536950 = -19597769.290800
  nChanged 3
		SP:Iteration 26Q (3000.190000 sec): 3 clusters
  Score: Raw -19601664.568360 + Penalty 3892.536950 = -19597772.031410
  nChanged 1
		SP:Iteration 27Q (3001.070000 sec): 3 clusters
  Score: Raw -19601664.810999 + Penalty 3892.536950 = -19597772.274049
  nChanged 1
		SP:Iteration 28Q (3001.860000 sec): 3 clusters
  Score: Raw -19601665.465738 + Penalty 3892.536950 = -19597772.928788
  nChanged 1
		SP:Iteration 29Q (3002.810000 sec): 3 clusters
  Score: Raw -19601666.956163 + Penalty 3892.536950 = -19597774.419214
  nChanged 2
		SP:Iteration 30Q (3003.750000 sec): 3 clusters
  Score: Raw -19601669.455269 + Penalty 3892.536950 = -19597776.918319
  nChanged 2
		SP:Iteration 31Q (3004.610000 sec): 3 clusters
  Score: Raw -19601673.217126 + Penalty 3892.536950 = -19597780.680176
  nChanged 6
		SP:Iteration 32Q (3005.490000 sec): 3 clusters
  Score: Raw -19601682.300951 + Penalty 3892.536950 = -19597789.764001
  nChanged 6
		SP:Iteration 33Q (3006.350000 sec): 3 clusters
  Score: Raw -19601686.402883 + Penalty 3892.536950 = -19597793.865933
  nChanged 1
		SP:Iteration 34Q (3007.170000 sec): 3 clusters
  Score: Raw -19601688.505756 + Penalty 3892.536950 = -19597795.968806
  nChanged 3
		SP:Iteration 35Q (3008.080000 sec): 3 clusters
  Score: Raw -19601690.405222 + Penalty 3892.536950 = -19597797.868272
  nChanged 1
		SP:Iteration 36Q (3008.960000 sec): 3 clusters
  Score: Raw -19601690.870075 + Penalty 3892.536950 = -19597798.333125
  nChanged 1
		SP:Iteration 37Q (3009.770000 sec): 3 clusters
  Score: Raw -19601691.990038 + Penalty 3892.536950 = -19597799.453088
  nChanged 2
		SP:Iteration 38Q (3010.700000 sec): 3 clusters
  Score: Raw -19601693.419866 + Penalty 3892.536950 = -19597800.882916
  nChanged 1
		SP:Iteration 39Q (3011.560000 sec): 3 clusters
  Score: Raw -19601693.792701 + Penalty 3892.536950 = -19597801.255751
  nChanged 1
		SP:Iteration 40F (3012.530000 sec): 3 clusters
  Score: Raw -19601694.419079 + Penalty 3892.536950 = -19597801.882129
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (14481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3012.770000 sec): 2 clusters
  Score: Raw -1629664.625974 + Penalty 1556.846318 = -1628107.779656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3012.980000 sec): 3 clusters
  Score: Raw -1621195.079575 + Penalty 3113.692635 = -1618081.386940
  nChanged 6472
		SP:Iteration 1F (3013.260000 sec): 3 clusters
  Score: Raw -1625308.124067 + Penalty 3113.692635 = -1622194.431432
  nChanged 1385
		SP:Iteration 2F (3013.570000 sec): 3 clusters
  Score: Raw -1627213.871497 + Penalty 3113.692635 = -1624100.178862
  nChanged 1700
		SP:Iteration 3F (3013.810000 sec): 3 clusters
  Score: Raw -1629393.852957 + Penalty 3113.692635 = -1626280.160322
  nChanged 1491
		SP:Iteration 4F (3014.060000 sec): 3 clusters
  Score: Raw -1630895.585594 + Penalty 3113.692635 = -1627781.892958
  nChanged 997
		SP:Iteration 5F (3014.310000 sec): 3 clusters
  Score: Raw -1631645.912238 + Penalty 3113.692635 = -1628532.219603
  nChanged 619
		SP:Iteration 6Q (3014.560000 sec): 3 clusters
  Score: Raw -1631949.413492 + Penalty 3113.692635 = -1628835.720857
  nChanged 329
		SP:Iteration 7Q (3014.810000 sec): 3 clusters
  Score: Raw -1632065.684573 + Penalty 3113.692635 = -1628951.991938
  nChanged 218
		SP:Iteration 8Q (3015.050000 sec): 3 clusters
  Score: Raw -1632124.179285 + Penalty 3113.692635 = -1629010.486649
  nChanged 153
		SP:Iteration 9Q (3015.270000 sec): 3 clusters
  Score: Raw -1632159.757210 + Penalty 3113.692635 = -1629046.064575
  nChanged 125
		SP:Iteration 10Q (3015.500000 sec): 3 clusters
  Score: Raw -1632183.962437 + Penalty 3113.692635 = -1629070.269802
  nChanged 87
		SP:Iteration 11Q (3015.730000 sec): 3 clusters
  Score: Raw -1632202.203956 + Penalty 3113.692635 = -1629088.511321
  nChanged 77
		SP:Iteration 12Q (3015.970000 sec): 3 clusters
  Score: Raw -1632213.873844 + Penalty 3113.692635 = -1629100.181209
  nChanged 66
		SP:Iteration 13Q (3016.190000 sec): 3 clusters
  Score: Raw -1632221.989735 + Penalty 3113.692635 = -1629108.297099
  nChanged 52
		SP:Iteration 14Q (3016.430000 sec): 3 clusters
  Score: Raw -1632229.803678 + Penalty 3113.692635 = -1629116.111042
  nChanged 47
		SP:Iteration 15Q (3016.690000 sec): 3 clusters
  Score: Raw -1632236.293046 + Penalty 3113.692635 = -1629122.600410
  nChanged 44
		SP:Iteration 16Q (3016.930000 sec): 3 clusters
  Score: Raw -1632243.028666 + Penalty 3113.692635 = -1629129.336031
  nChanged 47
		SP:Iteration 17Q (3017.190000 sec): 3 clusters
  Score: Raw -1632250.331772 + Penalty 3113.692635 = -1629136.639137
  nChanged 49
		SP:Iteration 18Q (3017.450000 sec): 3 clusters
  Score: Raw -1632256.888641 + Penalty 3113.692635 = -1629143.196005
  nChanged 37
		SP:Iteration 19Q (3017.730000 sec): 3 clusters
  Score: Raw -1632262.615688 + Penalty 3113.692635 = -1629148.923052
  nChanged 52
		SP:Iteration 20F (3017.950000 sec): 3 clusters
  Score: Raw -1632271.573674 + Penalty 3113.692635 = -1629157.881038
  nChanged 54
		SP:Iteration 21Q (3018.190000 sec): 3 clusters
  Score: Raw -1632281.896802 + Penalty 3113.692635 = -1629168.204166
  nChanged 41
		SP:Iteration 22Q (3018.410000 sec): 3 clusters
  Score: Raw -1632288.342336 + Penalty 3113.692635 = -1629174.649700
  nChanged 39
		SP:Iteration 23Q (3018.650000 sec): 3 clusters
  Score: Raw -1632295.665896 + Penalty 3113.692635 = -1629181.973260
  nChanged 46
		SP:Iteration 24Q (3018.890000 sec): 3 clusters
  Score: Raw -1632305.330408 + Penalty 3113.692635 = -1629191.637773
  nChanged 50
		SP:Iteration 25Q (3019.170000 sec): 3 clusters
  Score: Raw -1632314.860738 + Penalty 3113.692635 = -1629201.168102
  nChanged 73
		SP:Iteration 26Q (3019.380000 sec): 3 clusters
  Score: Raw -1632331.024447 + Penalty 3113.692635 = -1629217.331812
  nChanged 81
		SP:Iteration 27Q (3019.610000 sec): 3 clusters
  Score: Raw -1632350.143890 + Penalty 3113.692635 = -1629236.451255
  nChanged 90
		SP:Iteration 28Q (3019.900000 sec): 3 clusters
  Score: Raw -1632372.631090 + Penalty 3113.692635 = -1629258.938454
  nChanged 81
		SP:Iteration 29Q (3020.140000 sec): 3 clusters
  Score: Raw -1632392.110449 + Penalty 3113.692635 = -1629278.417813
  nChanged 86
		SP:Iteration 30Q (3020.380000 sec): 3 clusters
  Score: Raw -1632409.396671 + Penalty 3113.692635 = -1629295.704036
  nChanged 67
		SP:Iteration 31Q (3020.630000 sec): 3 clusters
  Score: Raw -1632419.594188 + Penalty 3113.692635 = -1629305.901553
  nChanged 54
		SP:Iteration 32Q (3020.860000 sec): 3 clusters
  Score: Raw -1632426.989587 + Penalty 3113.692635 = -1629313.296952
  nChanged 52
		SP:Iteration 33Q (3021.110000 sec): 3 clusters
  Score: Raw -1632436.135893 + Penalty 3113.692635 = -1629322.443257
  nChanged 56
		SP:Iteration 34Q (3021.390000 sec): 3 clusters
  Score: Raw -1632444.274037 + Penalty 3113.692635 = -1629330.581401
  nChanged 57
		SP:Iteration 35Q (3021.650000 sec): 3 clusters
  Score: Raw -1632452.047888 + Penalty 3113.692635 = -1629338.355252
  nChanged 52
		SP:Iteration 36Q (3021.910000 sec): 3 clusters
  Score: Raw -1632459.880165 + Penalty 3113.692635 = -1629346.187530
  nChanged 58
		SP:Iteration 37Q (3022.150000 sec): 3 clusters
  Score: Raw -1632468.088686 + Penalty 3113.692635 = -1629354.396050
  nChanged 49
		SP:Iteration 38Q (3022.350000 sec): 3 clusters
  Score: Raw -1632473.834821 + Penalty 3113.692635 = -1629360.142186
  nChanged 55
		SP:Iteration 39Q (3022.620000 sec): 3 clusters
  Score: Raw -1632482.503619 + Penalty 3113.692635 = -1629368.810984
  nChanged 65
		SP:Iteration 40F (3022.910000 sec): 3 clusters
  Score: Raw -1632492.385678 + Penalty 3113.692635 = -1629378.693043
  nChanged 64
		SP:Iteration 41Q (3023.180000 sec): 3 clusters
  Score: Raw -1632504.108973 + Penalty 3113.692635 = -1629390.416337
  nChanged 60
		SP:Iteration 42Q (3023.490000 sec): 3 clusters
  Score: Raw -1632516.329741 + Penalty 3113.692635 = -1629402.637105
  nChanged 61
		SP:Iteration 43Q (3023.690000 sec): 3 clusters
  Score: Raw -1632527.281684 + Penalty 3113.692635 = -1629413.589049
  nChanged 52
		SP:Iteration 44Q (3023.920000 sec): 3 clusters
  Score: Raw -1632538.411531 + Penalty 3113.692635 = -1629424.718896
  nChanged 64
		SP:Iteration 45Q (3024.170000 sec): 3 clusters
  Score: Raw -1632553.023602 + Penalty 3113.692635 = -1629439.330967
  nChanged 79
		SP:Iteration 46Q (3024.440000 sec): 3 clusters
  Score: Raw -1632571.830943 + Penalty 3113.692635 = -1629458.138308
  nChanged 98
		SP:Iteration 47Q (3024.710000 sec): 3 clusters
  Score: Raw -1632600.214448 + Penalty 3113.692635 = -1629486.521812
  nChanged 104
		SP:Iteration 48Q (3024.990000 sec): 3 clusters
  Score: Raw -1632634.759753 + Penalty 3113.692635 = -1629521.067117
  nChanged 125
		SP:Iteration 49Q (3025.170000 sec): 3 clusters
  Score: Raw -1632675.645731 + Penalty 3113.692635 = -1629561.953095
  nChanged 119
		SP:Iteration 50Q (3025.470000 sec): 3 clusters
  Score: Raw -1632713.320922 + Penalty 3113.692635 = -1629599.628286
  nChanged 137
		SP:Iteration 51Q (3025.710000 sec): 3 clusters
  Score: Raw -1632755.621182 + Penalty 3113.692635 = -1629641.928546
  nChanged 138
		SP:Iteration 52Q (3025.950000 sec): 3 clusters
  Score: Raw -1632799.264863 + Penalty 3113.692635 = -1629685.572228
  nChanged 148
		SP:Iteration 53Q (3026.230000 sec): 3 clusters
  Score: Raw -1632844.282064 + Penalty 3113.692635 = -1629730.589428
  nChanged 157
		SP:Iteration 54Q (3026.450000 sec): 3 clusters
  Score: Raw -1632881.682135 + Penalty 3113.692635 = -1629767.989500
  nChanged 130
		SP:Iteration 55Q (3026.700000 sec): 3 clusters
  Score: Raw -1632906.168208 + Penalty 3113.692635 = -1629792.475573
  nChanged 101
		SP:Iteration 56Q (3026.970000 sec): 3 clusters
  Score: Raw -1632921.863914 + Penalty 3113.692635 = -1629808.171278
  nChanged 77
		SP:Iteration 57Q (3027.220000 sec): 3 clusters
  Score: Raw -1632933.373135 + Penalty 3113.692635 = -1629819.680499
  nChanged 87
		SP:Iteration 58Q (3027.500000 sec): 3 clusters
  Score: Raw -1632949.458818 + Penalty 3113.692635 = -1629835.766183
  nChanged 111
		SP:Iteration 59Q (3027.800000 sec): 3 clusters
  Score: Raw -1632971.048512 + Penalty 3113.692635 = -1629857.355877
  nChanged 123
		SP:Iteration 60F (3028.090000 sec): 3 clusters
  Score: Raw -1632993.596741 + Penalty 3113.692635 = -1629879.904105
  nChanged 121
		SP:Iteration 61Q (3028.330000 sec): 3 clusters
  Score: Raw -1633017.397933 + Penalty 3113.692635 = -1629903.705298
  nChanged 125
		SP:Iteration 62Q (3028.580000 sec): 3 clusters
  Score: Raw -1633041.749487 + Penalty 3113.692635 = -1629928.056852
  nChanged 123
		SP:Iteration 63Q (3028.830000 sec): 3 clusters
  Score: Raw -1633064.406724 + Penalty 3113.692635 = -1629950.714088
  nChanged 121
		SP:Iteration 64Q (3029.100000 sec): 3 clusters
  Score: Raw -1633087.273277 + Penalty 3113.692635 = -1629973.580641
  nChanged 120
		SP:Iteration 65Q (3029.390000 sec): 3 clusters
  Score: Raw -1633111.796143 + Penalty 3113.692635 = -1629998.103507
  nChanged 126
		SP:Iteration 66Q (3029.620000 sec): 3 clusters
  Score: Raw -1633141.033679 + Penalty 3113.692635 = -1630027.341044
  nChanged 146
		SP:Iteration 67Q (3029.840000 sec): 3 clusters
  Score: Raw -1633176.817142 + Penalty 3113.692635 = -1630063.124506
  nChanged 146
		SP:Iteration 68Q (3030.120000 sec): 3 clusters
  Score: Raw -1633216.025796 + Penalty 3113.692635 = -1630102.333161
  nChanged 146
		SP:Iteration 69Q (3030.410000 sec): 3 clusters
  Score: Raw -1633252.348337 + Penalty 3113.692635 = -1630138.655701
  nChanged 139
		SP:Iteration 70Q (3030.720000 sec): 3 clusters
  Score: Raw -1633287.164463 + Penalty 3113.692635 = -1630173.471828
  nChanged 138
		SP:Iteration 71Q (3030.960000 sec): 3 clusters
  Score: Raw -1633318.450996 + Penalty 3113.692635 = -1630204.758361
  nChanged 126
		SP:Iteration 72Q (3031.250000 sec): 3 clusters
  Score: Raw -1633352.055366 + Penalty 3113.692635 = -1630238.362731
  nChanged 144
		SP:Iteration 73Q (3031.440000 sec): 3 clusters
  Score: Raw -1633390.904205 + Penalty 3113.692635 = -1630277.211570
  nChanged 141
		SP:Iteration 74Q (3031.680000 sec): 3 clusters
  Score: Raw -1633433.927047 + Penalty 3113.692635 = -1630320.234412
  nChanged 146
		SP:Iteration 75Q (3031.880000 sec): 3 clusters
  Score: Raw -1633483.457145 + Penalty 3113.692635 = -1630369.764509
  nChanged 160
		SP:Iteration 76Q (3032.190000 sec): 3 clusters
  Score: Raw -1633537.980893 + Penalty 3113.692635 = -1630424.288258
  nChanged 159
		SP:Iteration 77Q (3032.410000 sec): 3 clusters
  Score: Raw -1633602.471066 + Penalty 3113.692635 = -1630488.778430
  nChanged 182
		SP:Iteration 78Q (3032.670000 sec): 3 clusters
  Score: Raw -1633693.720209 + Penalty 3113.692635 = -1630580.027574
  nChanged 200
		SP:Iteration 79Q (3032.940000 sec): 3 clusters
  Score: Raw -1633832.958453 + Penalty 3113.692635 = -1630719.265817
  nChanged 235
		SP:Iteration 80F (3033.180000 sec): 3 clusters
  Score: Raw -1634053.084046 + Penalty 3113.692635 = -1630939.391410
  nChanged 250
		SP:Iteration 81Q (3033.400000 sec): 3 clusters
  Score: Raw -1634370.777346 + Penalty 3113.692635 = -1631257.084710
  nChanged 257
		SP:Iteration 82Q (3033.640000 sec): 3 clusters
  Score: Raw -1634694.165935 + Penalty 3113.692635 = -1631580.473299
  nChanged 240
		SP:Iteration 83Q (3033.890000 sec): 3 clusters
  Score: Raw -1634911.297150 + Penalty 3113.692635 = -1631797.604515
  nChanged 190
		SP:Iteration 84Q (3034.180000 sec): 3 clusters
  Score: Raw -1635063.519392 + Penalty 3113.692635 = -1631949.826757
  nChanged 127
		SP:Iteration 85Q (3034.430000 sec): 3 clusters
  Score: Raw -1635142.407408 + Penalty 3113.692635 = -1632028.714773
  nChanged 90
		SP:Iteration 86Q (3034.720000 sec): 3 clusters
  Score: Raw -1635172.594105 + Penalty 3113.692635 = -1632058.901470
  nChanged 51
		SP:Iteration 87Q (3034.940000 sec): 3 clusters
  Score: Raw -1635183.715761 + Penalty 3113.692635 = -1632070.023125
  nChanged 34
		SP:Iteration 88Q (3035.220000 sec): 3 clusters
  Score: Raw -1635189.699548 + Penalty 3113.692635 = -1632076.006913
  nChanged 21
		SP:Iteration 89Q (3035.470000 sec): 3 clusters
  Score: Raw -1635192.378396 + Penalty 3113.692635 = -1632078.685761
  nChanged 12
		SP:Iteration 90Q (3035.750000 sec): 3 clusters
  Score: Raw -1635193.990157 + Penalty 3113.692635 = -1632080.297522
  nChanged 8
		SP:Iteration 91Q (3035.990000 sec): 3 clusters
  Score: Raw -1635195.223887 + Penalty 3113.692635 = -1632081.531252
  nChanged 7
		SP:Iteration 92Q (3036.300000 sec): 3 clusters
  Score: Raw -1635195.976271 + Penalty 3113.692635 = -1632082.283635
  nChanged 3
		SP:Iteration 93Q (3036.550000 sec): 3 clusters
  Score: Raw -1635196.254878 + Penalty 3113.692635 = -1632082.562243
  nChanged 2
		SP:Iteration 94Q (3036.760000 sec): 3 clusters
  Score: Raw -1635196.391280 + Penalty 3113.692635 = -1632082.698644
  nChanged 0
		SP:Iteration 95F (3036.970000 sec): 3 clusters
  Score: Raw -1635196.391280 + Penalty 3113.692635 = -1632082.698644
  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 6.56 GB.

 Trying to split cluster 21 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3037.130000 sec): 2 clusters
  Score: Raw -42957.333111 + Penalty 971.568937 = -41985.764174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3037.320000 sec): 3 clusters
  Score: Raw -42966.965167 + Penalty 1943.137874 = -41023.827293
  nChanged 84
		SP:Iteration 1F (3037.500000 sec): 3 clusters
  Score: Raw -43125.622942 + Penalty 1943.137874 = -41182.485068
  nChanged 19
		SP:Iteration 2Q (3037.690000 sec): 3 clusters
  Score: Raw -43163.290552 + Penalty 1943.137874 = -41220.152678
  nChanged 9
		SP:Iteration 3Q (3037.870000 sec): 3 clusters
  Score: Raw -43179.382768 + Penalty 1943.137874 = -41236.244895
  nChanged 4
		SP:Iteration 4Q (3038.060000 sec): 3 clusters
  Score: Raw -43187.046285 + Penalty 1943.137874 = -41243.908411
  nChanged 1
		SP:Iteration 5Q (3038.230000 sec): 3 clusters
  Score: Raw -43188.438157 + Penalty 1943.137874 = -41245.300284
  nChanged 0
		SP:Iteration 6F (3038.420000 sec): 3 clusters
  Score: Raw -43188.438157 + Penalty 1943.137874 = -41245.300284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (18523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3038.600000 sec): 2 clusters
  Score: Raw -2303092.544358 + Penalty 1596.849878 = -2301495.694479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3038.900000 sec): 3 clusters
  Score: Raw -2292082.899867 + Penalty 3193.699757 = -2288889.200111
  nChanged 8288
		SP:Iteration 1F (3039.180000 sec): 3 clusters
  Score: Raw -2296423.925412 + Penalty 3193.699757 = -2293230.225655
  nChanged 921
		SP:Iteration 2Q (3039.470000 sec): 3 clusters
  Score: Raw -2296735.305896 + Penalty 3193.699757 = -2293541.606139
  nChanged 824
		SP:Iteration 3Q (3039.740000 sec): 3 clusters
  Score: Raw -2297007.066367 + Penalty 3193.699757 = -2293813.366610
  nChanged 789
		SP:Iteration 4Q (3040.010000 sec): 3 clusters
  Score: Raw -2297289.873810 + Penalty 3193.699757 = -2294096.174054
  nChanged 763
		SP:Iteration 5Q (3040.220000 sec): 3 clusters
  Score: Raw -2297583.146327 + Penalty 3193.699757 = -2294389.446571
  nChanged 779
		SP:Iteration 6Q (3040.460000 sec): 3 clusters
  Score: Raw -2297935.018229 + Penalty 3193.699757 = -2294741.318472
  nChanged 833
		SP:Iteration 7Q (3040.740000 sec): 3 clusters
  Score: Raw -2298367.787037 + Penalty 3193.699757 = -2295174.087280
  nChanged 956
		SP:Iteration 8F (3041.000000 sec): 3 clusters
  Score: Raw -2298885.885151 + Penalty 3193.699757 = -2295692.185394
  nChanged 1047
		SP:Iteration 9F (3041.280000 sec): 3 clusters
  Score: Raw -2299492.084655 + Penalty 3193.699757 = -2296298.384898
  nChanged 1063
		SP:Iteration 10F (3041.620000 sec): 3 clusters
  Score: Raw -2300124.059574 + Penalty 3193.699757 = -2296930.359818
  nChanged 1038
		SP:Iteration 11F (3041.910000 sec): 3 clusters
  Score: Raw -2300705.563305 + Penalty 3193.699757 = -2297511.863548
  nChanged 860
		SP:Iteration 12Q (3042.220000 sec): 3 clusters
  Score: Raw -2301121.480595 + Penalty 3193.699757 = -2297927.780838
  nChanged 706
		SP:Iteration 13Q (3042.450000 sec): 3 clusters
  Score: Raw -2301408.806732 + Penalty 3193.699757 = -2298215.106975
  nChanged 591
		SP:Iteration 14Q (3042.750000 sec): 3 clusters
  Score: Raw -2301617.694244 + Penalty 3193.699757 = -2298423.994487
  nChanged 457
		SP:Iteration 15Q (3043.030000 sec): 3 clusters
  Score: Raw -2301762.701203 + Penalty 3193.699757 = -2298569.001447
  nChanged 401
		SP:Iteration 16Q (3043.300000 sec): 3 clusters
  Score: Raw -2301897.483754 + Penalty 3193.699757 = -2298703.783997
  nChanged 388
		SP:Iteration 17Q (3043.590000 sec): 3 clusters
  Score: Raw -2302019.309333 + Penalty 3193.699757 = -2298825.609576
  nChanged 354
		SP:Iteration 18Q (3043.880000 sec): 3 clusters
  Score: Raw -2302125.809854 + Penalty 3193.699757 = -2298932.110097
  nChanged 332
		SP:Iteration 19Q (3044.130000 sec): 3 clusters
  Score: Raw -2302228.771184 + Penalty 3193.699757 = -2299035.071428
  nChanged 335
		SP:Iteration 20F (3044.470000 sec): 3 clusters
  Score: Raw -2302323.944822 + Penalty 3193.699757 = -2299130.245066
  nChanged 287
		SP:Iteration 21Q (3044.720000 sec): 3 clusters
  Score: Raw -2302407.484826 + Penalty 3193.699757 = -2299213.785070
  nChanged 286
		SP:Iteration 22Q (3045.030000 sec): 3 clusters
  Score: Raw -2302490.710868 + Penalty 3193.699757 = -2299297.011111
  nChanged 276
		SP:Iteration 23Q (3045.350000 sec): 3 clusters
  Score: Raw -2302572.788517 + Penalty 3193.699757 = -2299379.088760
  nChanged 242
		SP:Iteration 24Q (3045.600000 sec): 3 clusters
  Score: Raw -2302641.796981 + Penalty 3193.699757 = -2299448.097224
  nChanged 236
		SP:Iteration 25Q (3045.890000 sec): 3 clusters
  Score: Raw -2302712.713036 + Penalty 3193.699757 = -2299519.013279
  nChanged 215
		SP:Iteration 26Q (3046.130000 sec): 3 clusters
  Score: Raw -2302774.071279 + Penalty 3193.699757 = -2299580.371523
  nChanged 210
		SP:Iteration 27Q (3046.470000 sec): 3 clusters
  Score: Raw -2302837.584148 + Penalty 3193.699757 = -2299643.884391
  nChanged 193
		SP:Iteration 28Q (3046.800000 sec): 3 clusters
  Score: Raw -2302898.868991 + Penalty 3193.699757 = -2299705.169234
  nChanged 202
		SP:Iteration 29Q (3047.000000 sec): 3 clusters
  Score: Raw -2302966.779960 + Penalty 3193.699757 = -2299773.080203
  nChanged 167
		SP:Iteration 30Q (3047.340000 sec): 3 clusters
  Score: Raw -2303015.190598 + Penalty 3193.699757 = -2299821.490841
  nChanged 116
		SP:Iteration 31Q (3047.580000 sec): 3 clusters
  Score: Raw -2303049.805188 + Penalty 3193.699757 = -2299856.105432
  nChanged 99
		SP:Iteration 32Q (3047.850000 sec): 3 clusters
  Score: Raw -2303077.258787 + Penalty 3193.699757 = -2299883.559031
  nChanged 83
		SP:Iteration 33Q (3048.080000 sec): 3 clusters
  Score: Raw -2303101.996203 + Penalty 3193.699757 = -2299908.296446
  nChanged 78
		SP:Iteration 34Q (3048.400000 sec): 3 clusters
  Score: Raw -2303126.543184 + Penalty 3193.699757 = -2299932.843427
  nChanged 68
		SP:Iteration 35Q (3048.620000 sec): 3 clusters
  Score: Raw -2303146.099645 + Penalty 3193.699757 = -2299952.399888
  nChanged 68
		SP:Iteration 36Q (3048.840000 sec): 3 clusters
  Score: Raw -2303163.969760 + Penalty 3193.699757 = -2299970.270003
  nChanged 46
		SP:Iteration 37Q (3049.080000 sec): 3 clusters
  Score: Raw -2303172.893001 + Penalty 3193.699757 = -2299979.193245
  nChanged 39
		SP:Iteration 38Q (3049.370000 sec): 3 clusters
  Score: Raw -2303183.662642 + Penalty 3193.699757 = -2299989.962886
  nChanged 43
		SP:Iteration 39Q (3049.710000 sec): 3 clusters
  Score: Raw -2303196.723404 + Penalty 3193.699757 = -2300003.023647
  nChanged 45
		SP:Iteration 40F (3049.970000 sec): 3 clusters
  Score: Raw -2303212.314298 + Penalty 3193.699757 = -2300018.614541
  nChanged 54
		SP:Iteration 41Q (3050.220000 sec): 3 clusters
  Score: Raw -2303233.071158 + Penalty 3193.699757 = -2300039.371401
  nChanged 48
		SP:Iteration 42Q (3050.520000 sec): 3 clusters
  Score: Raw -2303250.608111 + Penalty 3193.699757 = -2300056.908354
  nChanged 49
		SP:Iteration 43Q (3050.850000 sec): 3 clusters
  Score: Raw -2303268.022350 + Penalty 3193.699757 = -2300074.322593
  nChanged 49
		SP:Iteration 44Q (3051.170000 sec): 3 clusters
  Score: Raw -2303284.448308 + Penalty 3193.699757 = -2300090.748551
  nChanged 40
		SP:Iteration 45Q (3051.420000 sec): 3 clusters
  Score: Raw -2303300.063791 + Penalty 3193.699757 = -2300106.364035
  nChanged 41
		SP:Iteration 46Q (3051.700000 sec): 3 clusters
  Score: Raw -2303314.888981 + Penalty 3193.699757 = -2300121.189225
  nChanged 27
		SP:Iteration 47Q (3051.980000 sec): 3 clusters
  Score: Raw -2303324.202140 + Penalty 3193.699757 = -2300130.502383
  nChanged 24
		SP:Iteration 48Q (3052.260000 sec): 3 clusters
  Score: Raw -2303333.806761 + Penalty 3193.699757 = -2300140.107004
  nChanged 29
		SP:Iteration 49Q (3052.560000 sec): 3 clusters
  Score: Raw -2303343.240357 + Penalty 3193.699757 = -2300149.540600
  nChanged 23
		SP:Iteration 50Q (3052.770000 sec): 3 clusters
  Score: Raw -2303350.658438 + Penalty 3193.699757 = -2300156.958681
  nChanged 20
		SP:Iteration 51Q (3053.090000 sec): 3 clusters
  Score: Raw -2303356.308140 + Penalty 3193.699757 = -2300162.608383
  nChanged 14
		SP:Iteration 52Q (3053.380000 sec): 3 clusters
  Score: Raw -2303359.937468 + Penalty 3193.699757 = -2300166.237711
  nChanged 13
		SP:Iteration 53Q (3053.660000 sec): 3 clusters
  Score: Raw -2303362.611672 + Penalty 3193.699757 = -2300168.911916
  nChanged 14
		SP:Iteration 54Q (3053.960000 sec): 3 clusters
  Score: Raw -2303366.787718 + Penalty 3193.699757 = -2300173.087962
  nChanged 14
		SP:Iteration 55Q (3054.220000 sec): 3 clusters
  Score: Raw -2303371.604700 + Penalty 3193.699757 = -2300177.904944
  nChanged 12
		SP:Iteration 56Q (3054.470000 sec): 3 clusters
  Score: Raw -2303375.402733 + Penalty 3193.699757 = -2300181.702977
  nChanged 15
		SP:Iteration 57Q (3054.770000 sec): 3 clusters
  Score: Raw -2303381.492054 + Penalty 3193.699757 = -2300187.792298
  nChanged 18
		SP:Iteration 58Q (3055.060000 sec): 3 clusters
  Score: Raw -2303387.706958 + Penalty 3193.699757 = -2300194.007201
  nChanged 15
		SP:Iteration 59Q (3055.350000 sec): 3 clusters
  Score: Raw -2303392.383053 + Penalty 3193.699757 = -2300198.683296
  nChanged 17
		SP:Iteration 60F (3055.620000 sec): 3 clusters
  Score: Raw -2303396.752517 + Penalty 3193.699757 = -2300203.052760
  nChanged 14
		SP:Iteration 61Q (3055.870000 sec): 3 clusters
  Score: Raw -2303400.759353 + Penalty 3193.699757 = -2300207.059596
  nChanged 12
		SP:Iteration 62Q (3056.170000 sec): 3 clusters
  Score: Raw -2303405.019981 + Penalty 3193.699757 = -2300211.320225
  nChanged 13
		SP:Iteration 63Q (3056.420000 sec): 3 clusters
  Score: Raw -2303408.390852 + Penalty 3193.699757 = -2300214.691095
  nChanged 9
		SP:Iteration 64Q (3056.720000 sec): 3 clusters
  Score: Raw -2303410.768462 + Penalty 3193.699757 = -2300217.068706
  nChanged 10
		SP:Iteration 65Q (3057.020000 sec): 3 clusters
  Score: Raw -2303413.845947 + Penalty 3193.699757 = -2300220.146190
  nChanged 6
		SP:Iteration 66Q (3057.290000 sec): 3 clusters
  Score: Raw -2303414.882249 + Penalty 3193.699757 = -2300221.182493
  nChanged 3
		SP:Iteration 67Q (3057.600000 sec): 3 clusters
  Score: Raw -2303415.630579 + Penalty 3193.699757 = -2300221.930823
  nChanged 4
		SP:Iteration 68Q (3057.810000 sec): 3 clusters
  Score: Raw -2303417.697505 + Penalty 3193.699757 = -2300223.997749
  nChanged 7
		SP:Iteration 69Q (3058.140000 sec): 3 clusters
  Score: Raw -2303420.068113 + Penalty 3193.699757 = -2300226.368356
  nChanged 4
		SP:Iteration 70Q (3058.420000 sec): 3 clusters
  Score: Raw -2303421.249436 + Penalty 3193.699757 = -2300227.549679
  nChanged 5
		SP:Iteration 71Q (3058.750000 sec): 3 clusters
  Score: Raw -2303422.267595 + Penalty 3193.699757 = -2300228.567838
  nChanged 6
		SP:Iteration 72Q (3059.040000 sec): 3 clusters
  Score: Raw -2303424.511996 + Penalty 3193.699757 = -2300230.812239
  nChanged 7
		SP:Iteration 73Q (3059.320000 sec): 3 clusters
  Score: Raw -2303427.152741 + Penalty 3193.699757 = -2300233.452984
  nChanged 6
		SP:Iteration 74Q (3059.690000 sec): 3 clusters
  Score: Raw -2303429.494437 + Penalty 3193.699757 = -2300235.794680
  nChanged 5
		SP:Iteration 75Q (3059.940000 sec): 3 clusters
  Score: Raw -2303431.110143 + Penalty 3193.699757 = -2300237.410386
  nChanged 4
		SP:Iteration 76Q (3060.260000 sec): 3 clusters
  Score: Raw -2303432.969739 + Penalty 3193.699757 = -2300239.269983
  nChanged 7
		SP:Iteration 77Q (3060.500000 sec): 3 clusters
  Score: Raw -2303435.726392 + Penalty 3193.699757 = -2300242.026635
  nChanged 4
		SP:Iteration 78Q (3060.750000 sec): 3 clusters
  Score: Raw -2303436.691441 + Penalty 3193.699757 = -2300242.991685
  nChanged 2
		SP:Iteration 79Q (3061.030000 sec): 3 clusters
  Score: Raw -2303437.465516 + Penalty 3193.699757 = -2300243.765760
  nChanged 2
		SP:Iteration 80F (3061.300000 sec): 3 clusters
  Score: Raw -2303438.768580 + Penalty 3193.699757 = -2300245.068823
  nChanged 5
		SP:Iteration 81Q (3061.590000 sec): 3 clusters
  Score: Raw -2303440.763755 + Penalty 3193.699757 = -2300247.063999
  nChanged 2
		SP:Iteration 82Q (3061.910000 sec): 3 clusters
  Score: Raw -2303441.708271 + Penalty 3193.699757 = -2300248.008515
  nChanged 3
		SP:Iteration 83Q (3062.170000 sec): 3 clusters
  Score: Raw -2303442.899614 + Penalty 3193.699757 = -2300249.199857
  nChanged 2
		SP:Iteration 84Q (3062.490000 sec): 3 clusters
  Score: Raw -2303444.654000 + Penalty 3193.699757 = -2300250.954244
  nChanged 6
		SP:Iteration 85Q (3062.750000 sec): 3 clusters
  Score: Raw -2303446.452851 + Penalty 3193.699757 = -2300252.753094
  nChanged 2
		SP:Iteration 86Q (3063.020000 sec): 3 clusters
  Score: Raw -2303446.936169 + Penalty 3193.699757 = -2300253.236412
  nChanged 1
		SP:Iteration 87Q (3063.290000 sec): 3 clusters
  Score: Raw -2303447.106736 + Penalty 3193.699757 = -2300253.406979
  nChanged 0
		SP:Iteration 88F (3063.550000 sec): 3 clusters
  Score: Raw -2303447.106736 + Penalty 3193.699757 = -2300253.406979
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (7911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3063.690000 sec): 2 clusters
  Score: Raw -887552.703915 + Penalty 1458.601540 = -886094.102376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3063.930000 sec): 3 clusters
  Score: Raw -883362.672121 + Penalty 2917.203079 = -880445.469041
  nChanged 3446
		SP:Iteration 1F (3064.110000 sec): 3 clusters
  Score: Raw -887710.333473 + Penalty 2917.203079 = -884793.130393
  nChanged 1241
		SP:Iteration 2F (3064.280000 sec): 3 clusters
  Score: Raw -890434.459200 + Penalty 2917.203079 = -887517.256121
  nChanged 908
		SP:Iteration 3F (3064.410000 sec): 3 clusters
  Score: Raw -891874.976547 + Penalty 2917.203079 = -888957.773468
  nChanged 538
		SP:Iteration 4F (3064.570000 sec): 3 clusters
  Score: Raw -892560.976196 + Penalty 2917.203079 = -889643.773117
  nChanged 297
		SP:Iteration 5Q (3064.750000 sec): 3 clusters
  Score: Raw -892796.465139 + Penalty 2917.203079 = -889879.262060
  nChanged 149
		SP:Iteration 6Q (3064.940000 sec): 3 clusters
  Score: Raw -892881.713371 + Penalty 2917.203079 = -889964.510292
  nChanged 98
		SP:Iteration 7Q (3065.080000 sec): 3 clusters
  Score: Raw -892927.498134 + Penalty 2917.203079 = -890010.295055
  nChanged 64
		SP:Iteration 8Q (3065.240000 sec): 3 clusters
  Score: Raw -892949.297927 + Penalty 2917.203079 = -890032.094847
  nChanged 38
		SP:Iteration 9Q (3065.410000 sec): 3 clusters
  Score: Raw -892958.398866 + Penalty 2917.203079 = -890041.195787
  nChanged 16
		SP:Iteration 10Q (3065.620000 sec): 3 clusters
  Score: Raw -892960.779967 + Penalty 2917.203079 = -890043.576887
  nChanged 12
		SP:Iteration 11Q (3065.770000 sec): 3 clusters
  Score: Raw -892963.566401 + Penalty 2917.203079 = -890046.363321
  nChanged 8
		SP:Iteration 12Q (3065.940000 sec): 3 clusters
  Score: Raw -892965.322218 + Penalty 2917.203079 = -890048.119139
  nChanged 8
		SP:Iteration 13Q (3066.110000 sec): 3 clusters
  Score: Raw -892967.058076 + Penalty 2917.203079 = -890049.854997
  nChanged 8
		SP:Iteration 14Q (3066.270000 sec): 3 clusters
  Score: Raw -892970.300031 + Penalty 2917.203079 = -890053.096951
  nChanged 14
		SP:Iteration 15Q (3066.460000 sec): 3 clusters
  Score: Raw -892975.453562 + Penalty 2917.203079 = -890058.250483
  nChanged 7
		SP:Iteration 16Q (3066.660000 sec): 3 clusters
  Score: Raw -892977.533832 + Penalty 2917.203079 = -890060.330753
  nChanged 11
		SP:Iteration 17Q (3066.830000 sec): 3 clusters
  Score: Raw -892978.862797 + Penalty 2917.203079 = -890061.659717
  nChanged 0
		SP:Iteration 18F (3067.030000 sec): 3 clusters
  Score: Raw -892978.862797 + Penalty 2917.203079 = -890061.659717
  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 6.56 GB.

 Trying to split cluster 24 (797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3067.130000 sec): 2 clusters
  Score: Raw -48578.565933 + Penalty 1085.638885 = -47492.927048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3067.350000 sec): 3 clusters
  Score: Raw -48816.336953 + Penalty 2171.277771 = -46645.059183
  nChanged 303
		SP:Iteration 1F (3067.510000 sec): 3 clusters
  Score: Raw -50315.786107 + Penalty 2171.277771 = -48144.508336
  nChanged 114
		SP:Iteration 2F (3067.710000 sec): 3 clusters
  Score: Raw -51087.136971 + Penalty 2171.277771 = -48915.859201
  nChanged 61
		SP:Iteration 3F (3067.900000 sec): 3 clusters
  Score: Raw -51758.107147 + Penalty 2171.277771 = -49586.829377
  nChanged 31
		SP:Iteration 4Q (3068.070000 sec): 3 clusters
  Score: Raw -52085.003355 + Penalty 2171.277771 = -49913.725585
  nChanged 21
		SP:Iteration 5Q (3068.310000 sec): 3 clusters
  Score: Raw -52231.857036 + Penalty 2171.277771 = -50060.579265
  nChanged 15
		SP:Iteration 6Q (3068.470000 sec): 3 clusters
  Score: Raw -52288.108586 + Penalty 2171.277771 = -50116.830816
  nChanged 6
		SP:Iteration 7Q (3068.650000 sec): 3 clusters
  Score: Raw -52305.417465 + Penalty 2171.277771 = -50134.139695
  nChanged 2
		SP:Iteration 8Q (3068.800000 sec): 3 clusters
  Score: Raw -52310.173757 + Penalty 2171.277771 = -50138.895986
  nChanged 5
		SP:Iteration 9Q (3069.000000 sec): 3 clusters
  Score: Raw -52324.217510 + Penalty 2171.277771 = -50152.939740
  nChanged 2
		SP:Iteration 10Q (3069.150000 sec): 3 clusters
  Score: Raw -52330.087245 + Penalty 2171.277771 = -50158.809474
  nChanged 2
		SP:Iteration 11Q (3069.330000 sec): 3 clusters
  Score: Raw -52333.559742 + Penalty 2171.277771 = -50162.281972
  nChanged 1
		SP:Iteration 12Q (3069.540000 sec): 3 clusters
  Score: Raw -52335.092618 + Penalty 2171.277771 = -50163.814848
  nChanged 0
		SP:Iteration 13F (3069.770000 sec): 3 clusters
  Score: Raw -52335.092618 + Penalty 2171.277771 = -50163.814848
  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 6.56 GB.

 Trying to split cluster 25 (630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3069.870000 sec): 2 clusters
  Score: Raw -65192.505173 + Penalty 1047.429471 = -64145.075702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3070.060000 sec): 3 clusters
  Score: Raw -65129.706230 + Penalty 2094.858941 = -63034.847289
  nChanged 173
		SP:Iteration 1F (3070.230000 sec): 3 clusters
  Score: Raw -65784.224790 + Penalty 2094.858941 = -63689.365848
  nChanged 83
		SP:Iteration 2F (3070.420000 sec): 3 clusters
  Score: Raw -66195.000178 + Penalty 2094.858941 = -64100.141237
  nChanged 45
		SP:Iteration 3F (3070.610000 sec): 3 clusters
  Score: Raw -66401.815918 + Penalty 2094.858941 = -64306.956976
  nChanged 16
		SP:Iteration 4Q (3070.820000 sec): 3 clusters
  Score: Raw -66514.459795 + Penalty 2094.858941 = -64419.600854
  nChanged 4
		SP:Iteration 5Q (3070.960000 sec): 3 clusters
  Score: Raw -66538.809389 + Penalty 2094.858941 = -64443.950448
  nChanged 2
		SP:Iteration 6Q (3071.160000 sec): 3 clusters
  Score: Raw -66565.689837 + Penalty 2094.858941 = -64470.830896
  nChanged 4
		SP:Iteration 7Q (3071.360000 sec): 3 clusters
  Score: Raw -66592.359738 + Penalty 2094.858941 = -64497.500797
  nChanged 1
		SP:Iteration 8Q (3071.540000 sec): 3 clusters
  Score: Raw -66607.520360 + Penalty 2094.858941 = -64512.661419
  nChanged 1
		SP:Iteration 9Q (3071.740000 sec): 3 clusters
  Score: Raw -66622.002514 + Penalty 2094.858941 = -64527.143573
  nChanged 1
		SP:Iteration 10Q (3071.890000 sec): 3 clusters
  Score: Raw -66675.491140 + Penalty 2094.858941 = -64580.632198
  nChanged 2
		SP:Iteration 11Q (3072.050000 sec): 3 clusters
  Score: Raw -66709.833929 + Penalty 2094.858941 = -64614.974988
  nChanged 1
		SP:Iteration 12Q (3072.200000 sec): 3 clusters
  Score: Raw -66770.270176 + Penalty 2094.858941 = -64675.411234
  nChanged 1
		SP:Iteration 13Q (3072.360000 sec): 3 clusters
  Score: Raw -66864.153268 + Penalty 2094.858941 = -64769.294326
  nChanged 1
		SP:Iteration 14Q (3072.500000 sec): 3 clusters
  Score: Raw -66910.283764 + Penalty 2094.858941 = -64815.424823
  nChanged 0
		SP:Iteration 15F (3072.690000 sec): 3 clusters
  Score: Raw -66910.283764 + Penalty 2094.858941 = -64815.424823
  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 6.56 GB.

 Trying to split cluster 26 (31064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3072.980000 sec): 2 clusters
  Score: Raw -3660889.380775 + Penalty 1680.868292 = -3659208.512483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3073.410000 sec): 3 clusters
  Score: Raw -3641824.486098 + Penalty 3361.736583 = -3638462.749515
  nChanged 14257
		SP:Iteration 1F (3073.750000 sec): 3 clusters
  Score: Raw -3650339.356333 + Penalty 3361.736583 = -3646977.619750
  nChanged 1643
		SP:Iteration 2F (3074.120000 sec): 3 clusters
  Score: Raw -3651055.576439 + Penalty 3361.736583 = -3647693.839856
  nChanged 1623
		SP:Iteration 3F (3074.420000 sec): 3 clusters
  Score: Raw -3651846.808585 + Penalty 3361.736583 = -3648485.072002
  nChanged 1739
		SP:Iteration 4F (3074.810000 sec): 3 clusters
  Score: Raw -3652790.012244 + Penalty 3361.736583 = -3649428.275661
  nChanged 1998
		SP:Iteration 5F (3075.180000 sec): 3 clusters
  Score: Raw -3654225.349277 + Penalty 3361.736583 = -3650863.612693
  nChanged 2423
		SP:Iteration 6F (3075.510000 sec): 3 clusters
  Score: Raw -3656698.355294 + Penalty 3361.736583 = -3653336.618711
  nChanged 2612
		SP:Iteration 7F (3075.850000 sec): 3 clusters
  Score: Raw -3660243.101237 + Penalty 3361.736583 = -3656881.364654
  nChanged 2233
		SP:Iteration 8F (3076.180000 sec): 3 clusters
  Score: Raw -3664116.574335 + Penalty 3361.736583 = -3660754.837752
  nChanged 1850
		SP:Iteration 9F (3076.580000 sec): 3 clusters
  Score: Raw -3667177.878905 + Penalty 3361.736583 = -3663816.142322
  nChanged 1656
		SP:Iteration 10F (3076.910000 sec): 3 clusters
  Score: Raw -3669888.069810 + Penalty 3361.736583 = -3666526.333227
  nChanged 1399
		SP:Iteration 11Q (3077.290000 sec): 3 clusters
  Score: Raw -3672205.931652 + Penalty 3361.736583 = -3668844.195069
  nChanged 952
		SP:Iteration 12Q (3077.630000 sec): 3 clusters
  Score: Raw -3673247.441844 + Penalty 3361.736583 = -3669885.705260
  nChanged 523
		SP:Iteration 13Q (3077.980000 sec): 3 clusters
  Score: Raw -3673530.267649 + Penalty 3361.736583 = -3670168.531066
  nChanged 288
		SP:Iteration 14Q (3078.260000 sec): 3 clusters
  Score: Raw -3673637.377675 + Penalty 3361.736583 = -3670275.641092
  nChanged 180
		SP:Iteration 15Q (3078.610000 sec): 3 clusters
  Score: Raw -3673687.193699 + Penalty 3361.736583 = -3670325.457116
  nChanged 137
		SP:Iteration 16Q (3078.940000 sec): 3 clusters
  Score: Raw -3673718.538984 + Penalty 3361.736583 = -3670356.802401
  nChanged 113
		SP:Iteration 17Q (3079.310000 sec): 3 clusters
  Score: Raw -3673740.767325 + Penalty 3361.736583 = -3670379.030741
  nChanged 89
		SP:Iteration 18Q (3079.610000 sec): 3 clusters
  Score: Raw -3673757.119113 + Penalty 3361.736583 = -3670395.382529
  nChanged 86
		SP:Iteration 19Q (3079.990000 sec): 3 clusters
  Score: Raw -3673773.138089 + Penalty 3361.736583 = -3670411.401506
  nChanged 78
		SP:Iteration 20F (3080.350000 sec): 3 clusters
  Score: Raw -3673788.982282 + Penalty 3361.736583 = -3670427.245698
  nChanged 81
		SP:Iteration 21Q (3080.690000 sec): 3 clusters
  Score: Raw -3673806.982262 + Penalty 3361.736583 = -3670445.245679
  nChanged 77
		SP:Iteration 22Q (3081.030000 sec): 3 clusters
  Score: Raw -3673821.960119 + Penalty 3361.736583 = -3670460.223536
  nChanged 82
		SP:Iteration 23Q (3081.430000 sec): 3 clusters
  Score: Raw -3673840.811288 + Penalty 3361.736583 = -3670479.074705
  nChanged 72
		SP:Iteration 24Q (3081.780000 sec): 3 clusters
  Score: Raw -3673855.233570 + Penalty 3361.736583 = -3670493.496987
  nChanged 74
		SP:Iteration 25Q (3082.100000 sec): 3 clusters
  Score: Raw -3673871.654619 + Penalty 3361.736583 = -3670509.918035
  nChanged 76
		SP:Iteration 26Q (3082.440000 sec): 3 clusters
  Score: Raw -3673885.316613 + Penalty 3361.736583 = -3670523.580030
  nChanged 67
		SP:Iteration 27Q (3082.850000 sec): 3 clusters
  Score: Raw -3673896.925907 + Penalty 3361.736583 = -3670535.189324
  nChanged 66
		SP:Iteration 28Q (3083.170000 sec): 3 clusters
  Score: Raw -3673912.206588 + Penalty 3361.736583 = -3670550.470005
  nChanged 83
		SP:Iteration 29Q (3083.530000 sec): 3 clusters
  Score: Raw -3673934.480979 + Penalty 3361.736583 = -3670572.744396
  nChanged 97
		SP:Iteration 30Q (3083.870000 sec): 3 clusters
  Score: Raw -3673954.574544 + Penalty 3361.736583 = -3670592.837961
  nChanged 107
		SP:Iteration 31Q (3084.230000 sec): 3 clusters
  Score: Raw -3673981.848657 + Penalty 3361.736583 = -3670620.112074
  nChanged 119
		SP:Iteration 32Q (3084.610000 sec): 3 clusters
  Score: Raw -3674037.456637 + Penalty 3361.736583 = -3670675.720054
  nChanged 152
		SP:Iteration 33Q (3084.980000 sec): 3 clusters
  Score: Raw -3674131.878847 + Penalty 3361.736583 = -3670770.142264
  nChanged 196
		SP:Iteration 34Q (3085.380000 sec): 3 clusters
  Score: Raw -3674254.550969 + Penalty 3361.736583 = -3670892.814386
  nChanged 213
		SP:Iteration 35Q (3085.770000 sec): 3 clusters
  Score: Raw -3674371.329436 + Penalty 3361.736583 = -3671009.592853
  nChanged 221
		SP:Iteration 36Q (3086.160000 sec): 3 clusters
  Score: Raw -3674474.583509 + Penalty 3361.736583 = -3671112.846926
  nChanged 199
		SP:Iteration 37Q (3086.460000 sec): 3 clusters
  Score: Raw -3674534.245617 + Penalty 3361.736583 = -3671172.509033
  nChanged 181
		SP:Iteration 38Q (3086.820000 sec): 3 clusters
  Score: Raw -3674585.394357 + Penalty 3361.736583 = -3671223.657774
  nChanged 131
		SP:Iteration 39Q (3087.200000 sec): 3 clusters
  Score: Raw -3674618.846371 + Penalty 3361.736583 = -3671257.109787
  nChanged 124
		SP:Iteration 40F (3087.550000 sec): 3 clusters
  Score: Raw -3674704.163852 + Penalty 3361.736583 = -3671342.427268
  nChanged 119
		SP:Iteration 41Q (3087.940000 sec): 3 clusters
  Score: Raw -3674743.579546 + Penalty 3361.736583 = -3671381.842963
  nChanged 109
		SP:Iteration 42Q (3088.340000 sec): 3 clusters
  Score: Raw -3674759.490321 + Penalty 3361.736583 = -3671397.753738
  nChanged 76
		SP:Iteration 43Q (3088.720000 sec): 3 clusters
  Score: Raw -3674768.688973 + Penalty 3361.736583 = -3671406.952389
  nChanged 81
		SP:Iteration 44Q (3089.100000 sec): 3 clusters
  Score: Raw -3674778.558589 + Penalty 3361.736583 = -3671416.822005
  nChanged 78
		SP:Iteration 45Q (3089.470000 sec): 3 clusters
  Score: Raw -3674787.446269 + Penalty 3361.736583 = -3671425.709686
  nChanged 70
		SP:Iteration 46Q (3089.850000 sec): 3 clusters
  Score: Raw -3674795.209576 + Penalty 3361.736583 = -3671433.472993
  nChanged 57
		SP:Iteration 47Q (3090.200000 sec): 3 clusters
  Score: Raw -3674799.630444 + Penalty 3361.736583 = -3671437.893861
  nChanged 39
		SP:Iteration 48Q (3090.610000 sec): 3 clusters
  Score: Raw -3674802.929698 + Penalty 3361.736583 = -3671441.193114
  nChanged 42
		SP:Iteration 49Q (3090.960000 sec): 3 clusters
  Score: Raw -3674806.122358 + Penalty 3361.736583 = -3671444.385775
  nChanged 30
		SP:Iteration 50Q (3091.360000 sec): 3 clusters
  Score: Raw -3674807.855287 + Penalty 3361.736583 = -3671446.118704
  nChanged 20
		SP:Iteration 51Q (3091.650000 sec): 3 clusters
  Score: Raw -3674808.856915 + Penalty 3361.736583 = -3671447.120332
  nChanged 17
		SP:Iteration 52Q (3091.990000 sec): 3 clusters
  Score: Raw -3674809.596768 + Penalty 3361.736583 = -3671447.860184
  nChanged 17
		SP:Iteration 53Q (3092.320000 sec): 3 clusters
  Score: Raw -3674810.384110 + Penalty 3361.736583 = -3671448.647527
  nChanged 11
		SP:Iteration 54Q (3092.630000 sec): 3 clusters
  Score: Raw -3674810.850332 + Penalty 3361.736583 = -3671449.113748
  nChanged 13
		SP:Iteration 55Q (3092.990000 sec): 3 clusters
  Score: Raw -3674811.313077 + Penalty 3361.736583 = -3671449.576494
  nChanged 7
		SP:Iteration 56Q (3093.320000 sec): 3 clusters
  Score: Raw -3674811.559235 + Penalty 3361.736583 = -3671449.822651
  nChanged 6
		SP:Iteration 57Q (3093.690000 sec): 3 clusters
  Score: Raw -3674811.807751 + Penalty 3361.736583 = -3671450.071168
  nChanged 3
		SP:Iteration 58Q (3094.030000 sec): 3 clusters
  Score: Raw -3674811.917986 + Penalty 3361.736583 = -3671450.181403
  nChanged 0
		SP:Iteration 59F (3094.370000 sec): 3 clusters
  Score: Raw -3674811.917986 + Penalty 3361.736583 = -3671450.181403
  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 6.56 GB.

 Trying to split cluster 27 (19001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3094.550000 sec): 2 clusters
  Score: Raw -2355269.528967 + Penalty 1600.990119 = -2353668.538848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3094.880000 sec): 3 clusters
  Score: Raw -2344029.390687 + Penalty 3201.980239 = -2340827.410449
  nChanged 8539
		SP:Iteration 1F (3095.140000 sec): 3 clusters
  Score: Raw -2349149.571223 + Penalty 3201.980239 = -2345947.590984
  nChanged 1425
		SP:Iteration 2F (3095.460000 sec): 3 clusters
  Score: Raw -2350311.376649 + Penalty 3201.980239 = -2347109.396410
  nChanged 1491
		SP:Iteration 3F (3095.690000 sec): 3 clusters
  Score: Raw -2351518.494286 + Penalty 3201.980239 = -2348316.514048
  nChanged 1430
		SP:Iteration 4F (3095.950000 sec): 3 clusters
  Score: Raw -2352621.039967 + Penalty 3201.980239 = -2349419.059728
  nChanged 1381
		SP:Iteration 5F (3096.230000 sec): 3 clusters
  Score: Raw -2353536.042972 + Penalty 3201.980239 = -2350334.062733
  nChanged 1150
		SP:Iteration 6F (3096.510000 sec): 3 clusters
  Score: Raw -2354205.516588 + Penalty 3201.980239 = -2351003.536349
  nChanged 840
		SP:Iteration 7Q (3096.790000 sec): 3 clusters
  Score: Raw -2354600.349620 + Penalty 3201.980239 = -2351398.369381
  nChanged 638
		SP:Iteration 8Q (3097.050000 sec): 3 clusters
  Score: Raw -2354871.509212 + Penalty 3201.980239 = -2351669.528974
  nChanged 531
		SP:Iteration 9Q (3097.290000 sec): 3 clusters
  Score: Raw -2355097.909645 + Penalty 3201.980239 = -2351895.929406
  nChanged 502
		SP:Iteration 10Q (3097.570000 sec): 3 clusters
  Score: Raw -2355309.903361 + Penalty 3201.980239 = -2352107.923122
  nChanged 431
		SP:Iteration 11Q (3097.810000 sec): 3 clusters
  Score: Raw -2355480.539629 + Penalty 3201.980239 = -2352278.559390
  nChanged 376
		SP:Iteration 12Q (3098.190000 sec): 3 clusters
  Score: Raw -2355611.448378 + Penalty 3201.980239 = -2352409.468140
  nChanged 351
		SP:Iteration 13Q (3098.470000 sec): 3 clusters
  Score: Raw -2355725.813722 + Penalty 3201.980239 = -2352523.833483
  nChanged 306
		SP:Iteration 14Q (3098.720000 sec): 3 clusters
  Score: Raw -2355819.578433 + Penalty 3201.980239 = -2352617.598194
  nChanged 290
		SP:Iteration 15Q (3098.960000 sec): 3 clusters
  Score: Raw -2355898.890900 + Penalty 3201.980239 = -2352696.910662
  nChanged 264
		SP:Iteration 16Q (3099.320000 sec): 3 clusters
  Score: Raw -2355966.932919 + Penalty 3201.980239 = -2352764.952680
  nChanged 231
		SP:Iteration 17Q (3099.580000 sec): 3 clusters
  Score: Raw -2356018.449172 + Penalty 3201.980239 = -2352816.468933
  nChanged 190
		SP:Iteration 18Q (3099.860000 sec): 3 clusters
  Score: Raw -2356063.229382 + Penalty 3201.980239 = -2352861.249144
  nChanged 215
		SP:Iteration 19Q (3100.130000 sec): 3 clusters
  Score: Raw -2356114.822770 + Penalty 3201.980239 = -2352912.842531
  nChanged 216
		SP:Iteration 20F (3100.400000 sec): 3 clusters
  Score: Raw -2356165.610397 + Penalty 3201.980239 = -2352963.630158
  nChanged 186
		SP:Iteration 21Q (3100.680000 sec): 3 clusters
  Score: Raw -2356206.944016 + Penalty 3201.980239 = -2353004.963777
  nChanged 150
		SP:Iteration 22Q (3100.990000 sec): 3 clusters
  Score: Raw -2356238.806271 + Penalty 3201.980239 = -2353036.826032
  nChanged 152
		SP:Iteration 23Q (3101.220000 sec): 3 clusters
  Score: Raw -2356272.432371 + Penalty 3201.980239 = -2353070.452133
  nChanged 139
		SP:Iteration 24Q (3101.500000 sec): 3 clusters
  Score: Raw -2356303.714563 + Penalty 3201.980239 = -2353101.734324
  nChanged 140
		SP:Iteration 25Q (3101.770000 sec): 3 clusters
  Score: Raw -2356336.538287 + Penalty 3201.980239 = -2353134.558048
  nChanged 132
		SP:Iteration 26Q (3102.040000 sec): 3 clusters
  Score: Raw -2356370.736780 + Penalty 3201.980239 = -2353168.756542
  nChanged 118
		SP:Iteration 27Q (3102.330000 sec): 3 clusters
  Score: Raw -2356399.550978 + Penalty 3201.980239 = -2353197.570739
  nChanged 97
		SP:Iteration 28Q (3102.570000 sec): 3 clusters
  Score: Raw -2356424.480080 + Penalty 3201.980239 = -2353222.499841
  nChanged 94
		SP:Iteration 29Q (3102.820000 sec): 3 clusters
  Score: Raw -2356446.588247 + Penalty 3201.980239 = -2353244.608009
  nChanged 90
		SP:Iteration 30Q (3103.130000 sec): 3 clusters
  Score: Raw -2356467.003547 + Penalty 3201.980239 = -2353265.023308
  nChanged 75
		SP:Iteration 31Q (3103.380000 sec): 3 clusters
  Score: Raw -2356485.696936 + Penalty 3201.980239 = -2353283.716697
  nChanged 80
		SP:Iteration 32Q (3103.700000 sec): 3 clusters
  Score: Raw -2356504.941106 + Penalty 3201.980239 = -2353302.960867
  nChanged 73
		SP:Iteration 33Q (3103.920000 sec): 3 clusters
  Score: Raw -2356522.316671 + Penalty 3201.980239 = -2353320.336433
  nChanged 68
		SP:Iteration 34Q (3104.210000 sec): 3 clusters
  Score: Raw -2356536.275327 + Penalty 3201.980239 = -2353334.295088
  nChanged 55
		SP:Iteration 35Q (3104.500000 sec): 3 clusters
  Score: Raw -2356546.662251 + Penalty 3201.980239 = -2353344.682012
  nChanged 60
		SP:Iteration 36Q (3104.800000 sec): 3 clusters
  Score: Raw -2356556.864216 + Penalty 3201.980239 = -2353354.883977
  nChanged 37
		SP:Iteration 37Q (3105.050000 sec): 3 clusters
  Score: Raw -2356562.076043 + Penalty 3201.980239 = -2353360.095804
  nChanged 42
		SP:Iteration 38Q (3105.300000 sec): 3 clusters
  Score: Raw -2356567.257771 + Penalty 3201.980239 = -2353365.277532
  nChanged 29
		SP:Iteration 39Q (3105.610000 sec): 3 clusters
  Score: Raw -2356571.276552 + Penalty 3201.980239 = -2353369.296313
  nChanged 27
		SP:Iteration 40F (3105.920000 sec): 3 clusters
  Score: Raw -2356574.363966 + Penalty 3201.980239 = -2353372.383727
  nChanged 27
		SP:Iteration 41Q (3106.180000 sec): 3 clusters
  Score: Raw -2356577.182611 + Penalty 3201.980239 = -2353375.202373
  nChanged 24
		SP:Iteration 42Q (3106.470000 sec): 3 clusters
  Score: Raw -2356579.460013 + Penalty 3201.980239 = -2353377.479774
  nChanged 17
		SP:Iteration 43Q (3106.690000 sec): 3 clusters
  Score: Raw -2356580.786789 + Penalty 3201.980239 = -2353378.806550
  nChanged 10
		SP:Iteration 44Q (3106.940000 sec): 3 clusters
  Score: Raw -2356581.641710 + Penalty 3201.980239 = -2353379.661471
  nChanged 9
		SP:Iteration 45Q (3107.180000 sec): 3 clusters
  Score: Raw -2356582.765651 + Penalty 3201.980239 = -2353380.785412
  nChanged 12
		SP:Iteration 46Q (3107.480000 sec): 3 clusters
  Score: Raw -2356583.755401 + Penalty 3201.980239 = -2353381.775162
  nChanged 9
		SP:Iteration 47Q (3107.700000 sec): 3 clusters
  Score: Raw -2356584.681878 + Penalty 3201.980239 = -2353382.701639
  nChanged 6
		SP:Iteration 48Q (3108.000000 sec): 3 clusters
  Score: Raw -2356585.155232 + Penalty 3201.980239 = -2353383.174993
  nChanged 8
		SP:Iteration 49Q (3108.220000 sec): 3 clusters
  Score: Raw -2356585.984259 + Penalty 3201.980239 = -2353384.004020
  nChanged 10
		SP:Iteration 50Q (3108.600000 sec): 3 clusters
  Score: Raw -2356587.005344 + Penalty 3201.980239 = -2353385.025106
  nChanged 8
		SP:Iteration 51Q (3108.820000 sec): 3 clusters
  Score: Raw -2356587.753791 + Penalty 3201.980239 = -2353385.773553
  nChanged 9
		SP:Iteration 52Q (3109.080000 sec): 3 clusters
  Score: Raw -2356588.583096 + Penalty 3201.980239 = -2353386.602858
  nChanged 8
		SP:Iteration 53Q (3109.360000 sec): 3 clusters
  Score: Raw -2356590.392554 + Penalty 3201.980239 = -2353388.412315
  nChanged 13
		SP:Iteration 54Q (3109.610000 sec): 3 clusters
  Score: Raw -2356591.953022 + Penalty 3201.980239 = -2353389.972783
  nChanged 12
		SP:Iteration 55Q (3109.970000 sec): 3 clusters
  Score: Raw -2356593.682243 + Penalty 3201.980239 = -2353391.702004
  nChanged 11
		SP:Iteration 56Q (3110.240000 sec): 3 clusters
  Score: Raw -2356594.843278 + Penalty 3201.980239 = -2353392.863039
  nChanged 8
		SP:Iteration 57Q (3110.460000 sec): 3 clusters
  Score: Raw -2356595.649062 + Penalty 3201.980239 = -2353393.668823
  nChanged 7
		SP:Iteration 58Q (3110.730000 sec): 3 clusters
  Score: Raw -2356596.385731 + Penalty 3201.980239 = -2353394.405492
  nChanged 7
		SP:Iteration 59Q (3110.960000 sec): 3 clusters
  Score: Raw -2356597.173839 + Penalty 3201.980239 = -2353395.193600
  nChanged 5
		SP:Iteration 60F (3111.300000 sec): 3 clusters
  Score: Raw -2356597.541731 + Penalty 3201.980239 = -2353395.561492
  nChanged 3
		SP:Iteration 61Q (3111.550000 sec): 3 clusters
  Score: Raw -2356597.782841 + Penalty 3201.980239 = -2353395.802602
  nChanged 6
		SP:Iteration 62Q (3111.850000 sec): 3 clusters
  Score: Raw -2356598.206584 + Penalty 3201.980239 = -2353396.226345
  nChanged 4
		SP:Iteration 63Q (3112.150000 sec): 3 clusters
  Score: Raw -2356598.486131 + Penalty 3201.980239 = -2353396.505892
  nChanged 3
		SP:Iteration 64Q (3112.470000 sec): 3 clusters
  Score: Raw -2356598.614654 + Penalty 3201.980239 = -2353396.634415
  nChanged 2
		SP:Iteration 65Q (3112.740000 sec): 3 clusters
  Score: Raw -2356598.710047 + Penalty 3201.980239 = -2353396.729808
  nChanged 3
		SP:Iteration 66Q (3113.020000 sec): 3 clusters
  Score: Raw -2356598.847778 + Penalty 3201.980239 = -2353396.867539
  nChanged 1
		SP:Iteration 67Q (3113.290000 sec): 3 clusters
  Score: Raw -2356598.872455 + Penalty 3201.980239 = -2353396.892216
  nChanged 1
		SP:Iteration 68Q (3113.600000 sec): 3 clusters
  Score: Raw -2356598.977376 + Penalty 3201.980239 = -2353396.997137
  nChanged 1
		SP:Iteration 69Q (3113.870000 sec): 3 clusters
  Score: Raw -2356599.033910 + Penalty 3201.980239 = -2353397.053672
  nChanged 0
		SP:Iteration 70F (3114.130000 sec): 3 clusters
  Score: Raw -2356599.033910 + Penalty 3201.980239 = -2353397.053672
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (2262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3114.220000 sec): 2 clusters
  Score: Raw -245557.869743 + Penalty 1255.150757 = -244302.718986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3114.360000 sec): 3 clusters
  Score: Raw -244679.843134 + Penalty 2510.301513 = -242169.541621
  nChanged 847
		SP:Iteration 1F (3114.520000 sec): 3 clusters
  Score: Raw -246175.479430 + Penalty 2510.301513 = -243665.177917
  nChanged 388
		SP:Iteration 2F (3114.680000 sec): 3 clusters
  Score: Raw -248163.519323 + Penalty 2510.301513 = -245653.217809
  nChanged 225
		SP:Iteration 3F (3114.860000 sec): 3 clusters
  Score: Raw -249365.475953 + Penalty 2510.301513 = -246855.174440
  nChanged 121
		SP:Iteration 4F (3115.040000 sec): 3 clusters
  Score: Raw -249830.968069 + Penalty 2510.301513 = -247320.666555
  nChanged 63
		SP:Iteration 5Q (3115.200000 sec): 3 clusters
  Score: Raw -250013.715864 + Penalty 2510.301513 = -247503.414350
  nChanged 58
		SP:Iteration 6Q (3115.360000 sec): 3 clusters
  Score: Raw -250216.217076 + Penalty 2510.301513 = -247705.915563
  nChanged 61
		SP:Iteration 7Q (3115.520000 sec): 3 clusters
  Score: Raw -250604.012386 + Penalty 2510.301513 = -248093.710873
  nChanged 41
		SP:Iteration 8Q (3115.680000 sec): 3 clusters
  Score: Raw -251060.432317 + Penalty 2510.301513 = -248550.130804
  nChanged 12
		SP:Iteration 9Q (3115.870000 sec): 3 clusters
  Score: Raw -251141.978360 + Penalty 2510.301513 = -248631.676846
  nChanged 9
		SP:Iteration 10Q (3116.020000 sec): 3 clusters
  Score: Raw -251151.782847 + Penalty 2510.301513 = -248641.481334
  nChanged 0
		SP:Iteration 11F (3116.170000 sec): 3 clusters
  Score: Raw -251151.782847 + Penalty 2510.301513 = -248641.481334
  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 6.56 GB.

 Trying to split cluster 29 (12106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3116.330000 sec): 2 clusters
  Score: Raw -1384968.508787 + Penalty 1527.736677 = -1383440.772110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3116.580000 sec): 3 clusters
  Score: Raw -1378072.742137 + Penalty 3055.473355 = -1375017.268783
  nChanged 5286
		SP:Iteration 1F (3116.810000 sec): 3 clusters
  Score: Raw -1381721.425220 + Penalty 3055.473355 = -1378665.951866
  nChanged 1159
		SP:Iteration 2F (3117.010000 sec): 3 clusters
  Score: Raw -1383173.971781 + Penalty 3055.473355 = -1380118.498426
  nChanged 1235
		SP:Iteration 3F (3117.250000 sec): 3 clusters
  Score: Raw -1384941.625927 + Penalty 3055.473355 = -1381886.152572
  nChanged 1197
		SP:Iteration 4F (3117.510000 sec): 3 clusters
  Score: Raw -1386201.335227 + Penalty 3055.473355 = -1383145.861872
  nChanged 843
		SP:Iteration 5F (3117.760000 sec): 3 clusters
  Score: Raw -1386750.218492 + Penalty 3055.473355 = -1383694.745137
  nChanged 487
		SP:Iteration 6Q (3118.020000 sec): 3 clusters
  Score: Raw -1386966.772891 + Penalty 3055.473355 = -1383911.299536
  nChanged 262
		SP:Iteration 7Q (3118.250000 sec): 3 clusters
  Score: Raw -1387040.394081 + Penalty 3055.473355 = -1383984.920726
  nChanged 176
		SP:Iteration 8Q (3118.510000 sec): 3 clusters
  Score: Raw -1387076.947552 + Penalty 3055.473355 = -1384021.474197
  nChanged 136
		SP:Iteration 9Q (3118.710000 sec): 3 clusters
  Score: Raw -1387102.616019 + Penalty 3055.473355 = -1384047.142665
  nChanged 100
		SP:Iteration 10Q (3118.940000 sec): 3 clusters
  Score: Raw -1387118.788556 + Penalty 3055.473355 = -1384063.315201
  nChanged 70
		SP:Iteration 11Q (3119.090000 sec): 3 clusters
  Score: Raw -1387126.360043 + Penalty 3055.473355 = -1384070.886688
  nChanged 40
		SP:Iteration 12Q (3119.350000 sec): 3 clusters
  Score: Raw -1387130.124179 + Penalty 3055.473355 = -1384074.650824
  nChanged 29
		SP:Iteration 13Q (3119.510000 sec): 3 clusters
  Score: Raw -1387132.542276 + Penalty 3055.473355 = -1384077.068921
  nChanged 15
		SP:Iteration 14Q (3119.750000 sec): 3 clusters
  Score: Raw -1387133.870593 + Penalty 3055.473355 = -1384078.397238
  nChanged 18
		SP:Iteration 15Q (3119.980000 sec): 3 clusters
  Score: Raw -1387135.392133 + Penalty 3055.473355 = -1384079.918778
  nChanged 24
		SP:Iteration 16Q (3120.190000 sec): 3 clusters
  Score: Raw -1387138.234204 + Penalty 3055.473355 = -1384082.760849
  nChanged 20
		SP:Iteration 17Q (3120.450000 sec): 3 clusters
  Score: Raw -1387140.478279 + Penalty 3055.473355 = -1384085.004924
  nChanged 15
		SP:Iteration 18Q (3120.660000 sec): 3 clusters
  Score: Raw -1387141.716606 + Penalty 3055.473355 = -1384086.243251
  nChanged 16
		SP:Iteration 19Q (3120.860000 sec): 3 clusters
  Score: Raw -1387143.345787 + Penalty 3055.473355 = -1384087.872432
  nChanged 15
		SP:Iteration 20F (3121.170000 sec): 3 clusters
  Score: Raw -1387144.598630 + Penalty 3055.473355 = -1384089.125275
  nChanged 16
		SP:Iteration 21Q (3121.380000 sec): 3 clusters
  Score: Raw -1387145.894418 + Penalty 3055.473355 = -1384090.421063
  nChanged 12
		SP:Iteration 22Q (3121.690000 sec): 3 clusters
  Score: Raw -1387146.692796 + Penalty 3055.473355 = -1384091.219441
  nChanged 7
		SP:Iteration 23Q (3121.910000 sec): 3 clusters
  Score: Raw -1387147.409584 + Penalty 3055.473355 = -1384091.936229
  nChanged 13
		SP:Iteration 24Q (3122.110000 sec): 3 clusters
  Score: Raw -1387148.651011 + Penalty 3055.473355 = -1384093.177656
  nChanged 19
		SP:Iteration 25Q (3122.340000 sec): 3 clusters
  Score: Raw -1387151.409310 + Penalty 3055.473355 = -1384095.935956
  nChanged 27
		SP:Iteration 26Q (3122.600000 sec): 3 clusters
  Score: Raw -1387155.246542 + Penalty 3055.473355 = -1384099.773187
  nChanged 27
		SP:Iteration 27Q (3122.850000 sec): 3 clusters
  Score: Raw -1387159.655944 + Penalty 3055.473355 = -1384104.182589
  nChanged 35
		SP:Iteration 28Q (3123.070000 sec): 3 clusters
  Score: Raw -1387165.640610 + Penalty 3055.473355 = -1384110.167255
  nChanged 32
		SP:Iteration 29Q (3123.290000 sec): 3 clusters
  Score: Raw -1387170.348451 + Penalty 3055.473355 = -1384114.875096
  nChanged 31
		SP:Iteration 30Q (3123.550000 sec): 3 clusters
  Score: Raw -1387175.288663 + Penalty 3055.473355 = -1384119.815308
  nChanged 36
		SP:Iteration 31Q (3123.800000 sec): 3 clusters
  Score: Raw -1387181.035264 + Penalty 3055.473355 = -1384125.561909
  nChanged 40
		SP:Iteration 32Q (3124.030000 sec): 3 clusters
  Score: Raw -1387187.657366 + Penalty 3055.473355 = -1384132.184011
  nChanged 43
		SP:Iteration 33Q (3124.260000 sec): 3 clusters
  Score: Raw -1387196.211897 + Penalty 3055.473355 = -1384140.738542
  nChanged 39
		SP:Iteration 34Q (3124.500000 sec): 3 clusters
  Score: Raw -1387202.512281 + Penalty 3055.473355 = -1384147.038926
  nChanged 51
		SP:Iteration 35Q (3124.720000 sec): 3 clusters
  Score: Raw -1387210.832302 + Penalty 3055.473355 = -1384155.358947
  nChanged 54
		SP:Iteration 36Q (3125.020000 sec): 3 clusters
  Score: Raw -1387222.237302 + Penalty 3055.473355 = -1384166.763947
  nChanged 55
		SP:Iteration 37Q (3125.290000 sec): 3 clusters
  Score: Raw -1387232.542201 + Penalty 3055.473355 = -1384177.068846
  nChanged 56
		SP:Iteration 38Q (3125.550000 sec): 3 clusters
  Score: Raw -1387240.831338 + Penalty 3055.473355 = -1384185.357983
  nChanged 45
		SP:Iteration 39Q (3125.820000 sec): 3 clusters
  Score: Raw -1387246.206428 + Penalty 3055.473355 = -1384190.733073
  nChanged 38
		SP:Iteration 40F (3126.090000 sec): 3 clusters
  Score: Raw -1387250.503726 + Penalty 3055.473355 = -1384195.030371
  nChanged 26
		SP:Iteration 41Q (3126.330000 sec): 3 clusters
  Score: Raw -1387252.880986 + Penalty 3055.473355 = -1384197.407631
  nChanged 20
		SP:Iteration 42Q (3126.560000 sec): 3 clusters
  Score: Raw -1387255.041432 + Penalty 3055.473355 = -1384199.568077
  nChanged 12
		SP:Iteration 43Q (3126.880000 sec): 3 clusters
  Score: Raw -1387256.185488 + Penalty 3055.473355 = -1384200.712133
  nChanged 7
		SP:Iteration 44Q (3127.070000 sec): 3 clusters
  Score: Raw -1387256.891417 + Penalty 3055.473355 = -1384201.418062
  nChanged 11
		SP:Iteration 45Q (3127.350000 sec): 3 clusters
  Score: Raw -1387257.773522 + Penalty 3055.473355 = -1384202.300167
  nChanged 6
		SP:Iteration 46Q (3127.610000 sec): 3 clusters
  Score: Raw -1387258.267246 + Penalty 3055.473355 = -1384202.793892
  nChanged 4
		SP:Iteration 47Q (3127.850000 sec): 3 clusters
  Score: Raw -1387258.452810 + Penalty 3055.473355 = -1384202.979456
  nChanged 4
		SP:Iteration 48Q (3128.110000 sec): 3 clusters
  Score: Raw -1387258.660085 + Penalty 3055.473355 = -1384203.186730
  nChanged 2
		SP:Iteration 49Q (3128.330000 sec): 3 clusters
  Score: Raw -1387258.757250 + Penalty 3055.473355 = -1384203.283895
  nChanged 1
		SP:Iteration 50Q (3128.600000 sec): 3 clusters
  Score: Raw -1387258.819549 + Penalty 3055.473355 = -1384203.346195
  nChanged 0
		SP:Iteration 51F (3128.820000 sec): 3 clusters
  Score: Raw -1387258.819549 + Penalty 3055.473355 = -1384203.346195
  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 6.56 GB.

 Trying to split cluster 30 (9943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3128.950000 sec): 2 clusters
  Score: Raw -1038845.842437 + Penalty 1495.751411 = -1037350.091027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3129.190000 sec): 3 clusters
  Score: Raw -1033318.225904 + Penalty 2991.502821 = -1030326.723083
  nChanged 4337
		SP:Iteration 1F (3129.440000 sec): 3 clusters
  Score: Raw -1036664.093906 + Penalty 2991.502821 = -1033672.591085
  nChanged 1114
		SP:Iteration 2F (3129.660000 sec): 3 clusters
  Score: Raw -1037903.970170 + Penalty 2991.502821 = -1034912.467349
  nChanged 999
		SP:Iteration 3F (3129.930000 sec): 3 clusters
  Score: Raw -1038936.334062 + Penalty 2991.502821 = -1035944.831241
  nChanged 744
		SP:Iteration 4F (3130.140000 sec): 3 clusters
  Score: Raw -1039514.632601 + Penalty 2991.502821 = -1036523.129780
  nChanged 514
		SP:Iteration 5F (3130.380000 sec): 3 clusters
  Score: Raw -1039852.498929 + Penalty 2991.502821 = -1036860.996107
  nChanged 382
		SP:Iteration 6Q (3130.650000 sec): 3 clusters
  Score: Raw -1040075.565642 + Penalty 2991.502821 = -1037084.062821
  nChanged 293
		SP:Iteration 7Q (3130.940000 sec): 3 clusters
  Score: Raw -1040290.247458 + Penalty 2991.502821 = -1037298.744637
  nChanged 310
		SP:Iteration 8Q (3131.150000 sec): 3 clusters
  Score: Raw -1040494.424970 + Penalty 2991.502821 = -1037502.922149
  nChanged 317
		SP:Iteration 9Q (3131.400000 sec): 3 clusters
  Score: Raw -1040717.939232 + Penalty 2991.502821 = -1037726.436411
  nChanged 306
		SP:Iteration 10Q (3131.620000 sec): 3 clusters
  Score: Raw -1040898.962499 + Penalty 2991.502821 = -1037907.459678
  nChanged 250
		SP:Iteration 11Q (3131.820000 sec): 3 clusters
  Score: Raw -1041032.601036 + Penalty 2991.502821 = -1038041.098215
  nChanged 226
		SP:Iteration 12Q (3132.030000 sec): 3 clusters
  Score: Raw -1041173.244185 + Penalty 2991.502821 = -1038181.741364
  nChanged 245
		SP:Iteration 13Q (3132.270000 sec): 3 clusters
  Score: Raw -1041360.482312 + Penalty 2991.502821 = -1038368.979491
  nChanged 260
		SP:Iteration 14Q (3132.470000 sec): 3 clusters
  Score: Raw -1041606.143729 + Penalty 2991.502821 = -1038614.640908
  nChanged 278
		SP:Iteration 15Q (3132.680000 sec): 3 clusters
  Score: Raw -1041891.705837 + Penalty 2991.502821 = -1038900.203016
  nChanged 292
		SP:Iteration 16Q (3132.900000 sec): 3 clusters
  Score: Raw -1042158.782683 + Penalty 2991.502821 = -1039167.279862
  nChanged 276
		SP:Iteration 17Q (3133.140000 sec): 3 clusters
  Score: Raw -1042381.543456 + Penalty 2991.502821 = -1039390.040635
  nChanged 253
		SP:Iteration 18Q (3133.390000 sec): 3 clusters
  Score: Raw -1042584.167499 + Penalty 2991.502821 = -1039592.664678
  nChanged 233
		SP:Iteration 19Q (3133.590000 sec): 3 clusters
  Score: Raw -1042758.671316 + Penalty 2991.502821 = -1039767.168495
  nChanged 204
		SP:Iteration 20F (3133.860000 sec): 3 clusters
  Score: Raw -1042918.604941 + Penalty 2991.502821 = -1039927.102120
  nChanged 181
		SP:Iteration 21Q (3134.030000 sec): 3 clusters
  Score: Raw -1043019.129825 + Penalty 2991.502821 = -1040027.627004
  nChanged 143
		SP:Iteration 22Q (3134.340000 sec): 3 clusters
  Score: Raw -1043078.467501 + Penalty 2991.502821 = -1040086.964680
  nChanged 114
		SP:Iteration 23Q (3134.580000 sec): 3 clusters
  Score: Raw -1043129.077929 + Penalty 2991.502821 = -1040137.575108
  nChanged 105
		SP:Iteration 24Q (3134.790000 sec): 3 clusters
  Score: Raw -1043172.698224 + Penalty 2991.502821 = -1040181.195403
  nChanged 100
		SP:Iteration 25Q (3134.970000 sec): 3 clusters
  Score: Raw -1043212.410718 + Penalty 2991.502821 = -1040220.907897
  nChanged 76
		SP:Iteration 26Q (3135.190000 sec): 3 clusters
  Score: Raw -1043240.687731 + Penalty 2991.502821 = -1040249.184910
  nChanged 75
		SP:Iteration 27Q (3135.390000 sec): 3 clusters
  Score: Raw -1043263.303200 + Penalty 2991.502821 = -1040271.800379
  nChanged 64
		SP:Iteration 28Q (3135.600000 sec): 3 clusters
  Score: Raw -1043286.153552 + Penalty 2991.502821 = -1040294.650731
  nChanged 63
		SP:Iteration 29Q (3135.830000 sec): 3 clusters
  Score: Raw -1043310.766312 + Penalty 2991.502821 = -1040319.263491
  nChanged 62
		SP:Iteration 30Q (3136.070000 sec): 3 clusters
  Score: Raw -1043330.222587 + Penalty 2991.502821 = -1040338.719766
  nChanged 57
		SP:Iteration 31Q (3136.280000 sec): 3 clusters
  Score: Raw -1043353.927413 + Penalty 2991.502821 = -1040362.424592
  nChanged 52
		SP:Iteration 32Q (3136.450000 sec): 3 clusters
  Score: Raw -1043379.795184 + Penalty 2991.502821 = -1040388.292363
  nChanged 56
		SP:Iteration 33Q (3136.710000 sec): 3 clusters
  Score: Raw -1043410.002467 + Penalty 2991.502821 = -1040418.499646
  nChanged 59
		SP:Iteration 34Q (3136.920000 sec): 3 clusters
  Score: Raw -1043443.130313 + Penalty 2991.502821 = -1040451.627492
  nChanged 63
		SP:Iteration 35Q (3137.170000 sec): 3 clusters
  Score: Raw -1043467.940840 + Penalty 2991.502821 = -1040476.438019
  nChanged 43
		SP:Iteration 36Q (3137.390000 sec): 3 clusters
  Score: Raw -1043483.422003 + Penalty 2991.502821 = -1040491.919182
  nChanged 39
		SP:Iteration 37Q (3137.610000 sec): 3 clusters
  Score: Raw -1043492.927492 + Penalty 2991.502821 = -1040501.424671
  nChanged 28
		SP:Iteration 38Q (3137.810000 sec): 3 clusters
  Score: Raw -1043500.798807 + Penalty 2991.502821 = -1040509.295986
  nChanged 27
		SP:Iteration 39Q (3138.060000 sec): 3 clusters
  Score: Raw -1043506.693355 + Penalty 2991.502821 = -1040515.190534
  nChanged 27
		SP:Iteration 40F (3138.220000 sec): 3 clusters
  Score: Raw -1043512.472119 + Penalty 2991.502821 = -1040520.969298
  nChanged 15
		SP:Iteration 41Q (3138.460000 sec): 3 clusters
  Score: Raw -1043514.625744 + Penalty 2991.502821 = -1040523.122923
  nChanged 15
		SP:Iteration 42Q (3138.710000 sec): 3 clusters
  Score: Raw -1043518.119694 + Penalty 2991.502821 = -1040526.616873
  nChanged 11
		SP:Iteration 43Q (3138.960000 sec): 3 clusters
  Score: Raw -1043519.699272 + Penalty 2991.502821 = -1040528.196451
  nChanged 7
		SP:Iteration 44Q (3139.170000 sec): 3 clusters
  Score: Raw -1043520.722816 + Penalty 2991.502821 = -1040529.219995
  nChanged 4
		SP:Iteration 45Q (3139.360000 sec): 3 clusters
  Score: Raw -1043521.189394 + Penalty 2991.502821 = -1040529.686573
  nChanged 2
		SP:Iteration 46Q (3139.590000 sec): 3 clusters
  Score: Raw -1043522.001158 + Penalty 2991.502821 = -1040530.498337
  nChanged 4
		SP:Iteration 47Q (3139.810000 sec): 3 clusters
  Score: Raw -1043522.814625 + Penalty 2991.502821 = -1040531.311804
  nChanged 2
		SP:Iteration 48Q (3140.020000 sec): 3 clusters
  Score: Raw -1043523.274837 + Penalty 2991.502821 = -1040531.772016
  nChanged 4
		SP:Iteration 49Q (3140.250000 sec): 3 clusters
  Score: Raw -1043523.903802 + Penalty 2991.502821 = -1040532.400981
  nChanged 5
		SP:Iteration 50Q (3140.480000 sec): 3 clusters
  Score: Raw -1043524.370449 + Penalty 2991.502821 = -1040532.867628
  nChanged 3
		SP:Iteration 51Q (3140.720000 sec): 3 clusters
  Score: Raw -1043524.981399 + Penalty 2991.502821 = -1040533.478578
  nChanged 4
		SP:Iteration 52Q (3140.950000 sec): 3 clusters
  Score: Raw -1043525.696617 + Penalty 2991.502821 = -1040534.193796
  nChanged 5
		SP:Iteration 53Q (3141.190000 sec): 3 clusters
  Score: Raw -1043526.131782 + Penalty 2991.502821 = -1040534.628961
  nChanged 3
		SP:Iteration 54Q (3141.380000 sec): 3 clusters
  Score: Raw -1043526.588225 + Penalty 2991.502821 = -1040535.085404
  nChanged 2
		SP:Iteration 55Q (3141.640000 sec): 3 clusters
  Score: Raw -1043527.445972 + Penalty 2991.502821 = -1040535.943151
  nChanged 3
		SP:Iteration 56Q (3141.880000 sec): 3 clusters
  Score: Raw -1043527.659124 + Penalty 2991.502821 = -1040536.156303
  nChanged 2
		SP:Iteration 57Q (3142.100000 sec): 3 clusters
  Score: Raw -1043527.812752 + Penalty 2991.502821 = -1040536.309930
  nChanged 0
		SP:Iteration 58F (3142.350000 sec): 3 clusters
  Score: Raw -1043527.812752 + Penalty 2991.502821 = -1040536.309930
  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 6.56 GB.

 Trying to split cluster 31 (10603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3142.520000 sec): 2 clusters
  Score: Raw -1206467.263062 + Penalty 1506.194992 = -1204961.068070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3142.790000 sec): 3 clusters
  Score: Raw -1200578.965333 + Penalty 3012.389984 = -1197566.575349
  nChanged 4574
		SP:Iteration 1F (3143.020000 sec): 3 clusters
  Score: Raw -1203984.125024 + Penalty 3012.389984 = -1200971.735040
  nChanged 1117
		SP:Iteration 2F (3143.340000 sec): 3 clusters
  Score: Raw -1205294.839352 + Penalty 3012.389984 = -1202282.449368
  nChanged 1078
		SP:Iteration 3F (3143.490000 sec): 3 clusters
  Score: Raw -1206602.968781 + Penalty 3012.389984 = -1203590.578797
  nChanged 872
		SP:Iteration 4F (3143.780000 sec): 3 clusters
  Score: Raw -1207583.642337 + Penalty 3012.389984 = -1204571.252353
  nChanged 615
		SP:Iteration 5F (3144.040000 sec): 3 clusters
  Score: Raw -1208101.623230 + Penalty 3012.389984 = -1205089.233246
  nChanged 422
		SP:Iteration 6Q (3144.290000 sec): 3 clusters
  Score: Raw -1208330.974614 + Penalty 3012.389984 = -1205318.584630
  nChanged 244
		SP:Iteration 7Q (3144.480000 sec): 3 clusters
  Score: Raw -1208454.857842 + Penalty 3012.389984 = -1205442.467858
  nChanged 185
		SP:Iteration 8Q (3144.680000 sec): 3 clusters
  Score: Raw -1208533.453192 + Penalty 3012.389984 = -1205521.063208
  nChanged 142
		SP:Iteration 9Q (3144.950000 sec): 3 clusters
  Score: Raw -1208582.475853 + Penalty 3012.389984 = -1205570.085869
  nChanged 105
		SP:Iteration 10Q (3145.230000 sec): 3 clusters
  Score: Raw -1208619.371726 + Penalty 3012.389984 = -1205606.981742
  nChanged 93
		SP:Iteration 11Q (3145.400000 sec): 3 clusters
  Score: Raw -1208649.026829 + Penalty 3012.389984 = -1205636.636845
  nChanged 96
		SP:Iteration 12Q (3145.710000 sec): 3 clusters
  Score: Raw -1208677.534014 + Penalty 3012.389984 = -1205665.144030
  nChanged 91
		SP:Iteration 13Q (3145.870000 sec): 3 clusters
  Score: Raw -1208699.813071 + Penalty 3012.389984 = -1205687.423087
  nChanged 90
		SP:Iteration 14Q (3146.170000 sec): 3 clusters
  Score: Raw -1208724.818969 + Penalty 3012.389984 = -1205712.428985
  nChanged 95
		SP:Iteration 15Q (3146.380000 sec): 3 clusters
  Score: Raw -1208757.571997 + Penalty 3012.389984 = -1205745.182013
  nChanged 106
		SP:Iteration 16Q (3146.600000 sec): 3 clusters
  Score: Raw -1208819.415296 + Penalty 3012.389984 = -1205807.025312
  nChanged 144
		SP:Iteration 17Q (3146.850000 sec): 3 clusters
  Score: Raw -1208902.054862 + Penalty 3012.389984 = -1205889.664878
  nChanged 146
		SP:Iteration 18Q (3147.090000 sec): 3 clusters
  Score: Raw -1208988.428303 + Penalty 3012.389984 = -1205976.038318
  nChanged 143
		SP:Iteration 19Q (3147.300000 sec): 3 clusters
  Score: Raw -1209060.338112 + Penalty 3012.389984 = -1206047.948128
  nChanged 117
		SP:Iteration 20F (3147.500000 sec): 3 clusters
  Score: Raw -1209114.293304 + Penalty 3012.389984 = -1206101.903320
  nChanged 103
		SP:Iteration 21Q (3147.750000 sec): 3 clusters
  Score: Raw -1209158.105302 + Penalty 3012.389984 = -1206145.715318
  nChanged 95
		SP:Iteration 22Q (3147.970000 sec): 3 clusters
  Score: Raw -1209189.133950 + Penalty 3012.389984 = -1206176.743966
  nChanged 68
		SP:Iteration 23Q (3148.130000 sec): 3 clusters
  Score: Raw -1209207.696646 + Penalty 3012.389984 = -1206195.306662
  nChanged 63
		SP:Iteration 24Q (3148.360000 sec): 3 clusters
  Score: Raw -1209227.619248 + Penalty 3012.389984 = -1206215.229264
  nChanged 55
		SP:Iteration 25Q (3148.620000 sec): 3 clusters
  Score: Raw -1209241.873204 + Penalty 3012.389984 = -1206229.483219
  nChanged 49
		SP:Iteration 26Q (3148.900000 sec): 3 clusters
  Score: Raw -1209254.903684 + Penalty 3012.389984 = -1206242.513700
  nChanged 37
		SP:Iteration 27Q (3149.170000 sec): 3 clusters
  Score: Raw -1209265.336742 + Penalty 3012.389984 = -1206252.946758
  nChanged 38
		SP:Iteration 28Q (3149.360000 sec): 3 clusters
  Score: Raw -1209279.324768 + Penalty 3012.389984 = -1206266.934784
  nChanged 37
		SP:Iteration 29Q (3149.620000 sec): 3 clusters
  Score: Raw -1209296.437509 + Penalty 3012.389984 = -1206284.047524
  nChanged 39
		SP:Iteration 30Q (3149.900000 sec): 3 clusters
  Score: Raw -1209306.134985 + Penalty 3012.389984 = -1206293.745000
  nChanged 26
		SP:Iteration 31Q (3150.120000 sec): 3 clusters
  Score: Raw -1209314.489555 + Penalty 3012.389984 = -1206302.099571
  nChanged 16
		SP:Iteration 32Q (3150.370000 sec): 3 clusters
  Score: Raw -1209320.314185 + Penalty 3012.389984 = -1206307.924201
  nChanged 18
		SP:Iteration 33Q (3150.570000 sec): 3 clusters
  Score: Raw -1209325.736069 + Penalty 3012.389984 = -1206313.346084
  nChanged 22
		SP:Iteration 34Q (3150.810000 sec): 3 clusters
  Score: Raw -1209331.768426 + Penalty 3012.389984 = -1206319.378442
  nChanged 25
		SP:Iteration 35Q (3151.030000 sec): 3 clusters
  Score: Raw -1209336.412161 + Penalty 3012.389984 = -1206324.022177
  nChanged 18
		SP:Iteration 36Q (3151.280000 sec): 3 clusters
  Score: Raw -1209340.307522 + Penalty 3012.389984 = -1206327.917538
  nChanged 19
		SP:Iteration 37Q (3151.540000 sec): 3 clusters
  Score: Raw -1209344.475913 + Penalty 3012.389984 = -1206332.085929
  nChanged 13
		SP:Iteration 38Q (3151.710000 sec): 3 clusters
  Score: Raw -1209346.578752 + Penalty 3012.389984 = -1206334.188768
  nChanged 18
		SP:Iteration 39Q (3151.970000 sec): 3 clusters
  Score: Raw -1209349.850676 + Penalty 3012.389984 = -1206337.460691
  nChanged 11
		SP:Iteration 40F (3152.130000 sec): 3 clusters
  Score: Raw -1209351.978328 + Penalty 3012.389984 = -1206339.588344
  nChanged 18
		SP:Iteration 41Q (3152.330000 sec): 3 clusters
  Score: Raw -1209353.934663 + Penalty 3012.389984 = -1206341.544679
  nChanged 19
		SP:Iteration 42Q (3152.550000 sec): 3 clusters
  Score: Raw -1209357.666412 + Penalty 3012.389984 = -1206345.276428
  nChanged 16
		SP:Iteration 43Q (3152.750000 sec): 3 clusters
  Score: Raw -1209360.270502 + Penalty 3012.389984 = -1206347.880518
  nChanged 13
		SP:Iteration 44Q (3152.950000 sec): 3 clusters
  Score: Raw -1209362.845419 + Penalty 3012.389984 = -1206350.455435
  nChanged 11
		SP:Iteration 45Q (3153.190000 sec): 3 clusters
  Score: Raw -1209364.341877 + Penalty 3012.389984 = -1206351.951892
  nChanged 9
		SP:Iteration 46Q (3153.380000 sec): 3 clusters
  Score: Raw -1209366.217037 + Penalty 3012.389984 = -1206353.827053
  nChanged 12
		SP:Iteration 47Q (3153.580000 sec): 3 clusters
  Score: Raw -1209367.994754 + Penalty 3012.389984 = -1206355.604769
  nChanged 12
		SP:Iteration 48Q (3153.790000 sec): 3 clusters
  Score: Raw -1209371.526878 + Penalty 3012.389984 = -1206359.136894
  nChanged 18
		SP:Iteration 49Q (3154.060000 sec): 3 clusters
  Score: Raw -1209377.341680 + Penalty 3012.389984 = -1206364.951696
  nChanged 21
		SP:Iteration 50Q (3154.220000 sec): 3 clusters
  Score: Raw -1209392.844390 + Penalty 3012.389984 = -1206380.454406
  nChanged 37
		SP:Iteration 51Q (3154.460000 sec): 3 clusters
  Score: Raw -1209433.385089 + Penalty 3012.389984 = -1206420.995104
  nChanged 73
		SP:Iteration 52Q (3154.740000 sec): 3 clusters
  Score: Raw -1209583.582250 + Penalty 3012.389984 = -1206571.192266
  nChanged 121
		SP:Iteration 53Q (3154.860000 sec): 3 clusters
  Score: Raw -1209993.186546 + Penalty 3012.389984 = -1206980.796562
  nChanged 184
		SP:Iteration 54Q (3155.050000 sec): 3 clusters
  Score: Raw -1210371.978557 + Penalty 3012.389984 = -1207359.588573
  nChanged 148
		SP:Iteration 55Q (3155.260000 sec): 3 clusters
  Score: Raw -1210470.107113 + Penalty 3012.389984 = -1207457.717129
  nChanged 109
		SP:Iteration 56Q (3155.420000 sec): 3 clusters
  Score: Raw -1210510.947239 + Penalty 3012.389984 = -1207498.557255
  nChanged 81
		SP:Iteration 57Q (3155.620000 sec): 3 clusters
  Score: Raw -1210539.960696 + Penalty 3012.389984 = -1207527.570712
  nChanged 61
		SP:Iteration 58Q (3155.820000 sec): 3 clusters
  Score: Raw -1210557.505319 + Penalty 3012.389984 = -1207545.115335
  nChanged 46
		SP:Iteration 59Q (3155.990000 sec): 3 clusters
  Score: Raw -1210568.025015 + Penalty 3012.389984 = -1207555.635031
  nChanged 42
		SP:Iteration 60F (3156.190000 sec): 3 clusters
  Score: Raw -1210579.539491 + Penalty 3012.389984 = -1207567.149507
  nChanged 26
		SP:Iteration 61Q (3156.390000 sec): 3 clusters
  Score: Raw -1210583.356361 + Penalty 3012.389984 = -1207570.966377
  nChanged 14
		SP:Iteration 62Q (3156.600000 sec): 3 clusters
  Score: Raw -1210585.424639 + Penalty 3012.389984 = -1207573.034655
  nChanged 12
		SP:Iteration 63Q (3156.820000 sec): 3 clusters
  Score: Raw -1210587.199699 + Penalty 3012.389984 = -1207574.809715
  nChanged 9
		SP:Iteration 64Q (3156.990000 sec): 3 clusters
  Score: Raw -1210588.567011 + Penalty 3012.389984 = -1207576.177027
  nChanged 5
		SP:Iteration 65Q (3157.170000 sec): 3 clusters
  Score: Raw -1210588.894672 + Penalty 3012.389984 = -1207576.504688
  nChanged 1
		SP:Iteration 66Q (3157.380000 sec): 3 clusters
  Score: Raw -1210589.024366 + Penalty 3012.389984 = -1207576.634382
  nChanged 2
		SP:Iteration 67Q (3157.550000 sec): 3 clusters
  Score: Raw -1210589.242938 + Penalty 3012.389984 = -1207576.852953
  nChanged 1
		SP:Iteration 68Q (3157.740000 sec): 3 clusters
  Score: Raw -1210589.303385 + Penalty 3012.389984 = -1207576.913401
  nChanged 1
		SP:Iteration 69Q (3157.990000 sec): 3 clusters
  Score: Raw -1210589.390651 + Penalty 3012.389984 = -1207577.000667
  nChanged 1
		SP:Iteration 70Q (3158.260000 sec): 3 clusters
  Score: Raw -1210589.564306 + Penalty 3012.389984 = -1207577.174322
  nChanged 2
		SP:Iteration 71Q (3158.510000 sec): 3 clusters
  Score: Raw -1210589.715763 + Penalty 3012.389984 = -1207577.325779
  nChanged 0
		SP:Iteration 72F (3158.740000 sec): 3 clusters
  Score: Raw -1210589.715763 + Penalty 3012.389984 = -1207577.325779
  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 6.56 GB.

 Trying to split cluster 32 (23842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3158.990000 sec): 2 clusters
  Score: Raw -2811486.520413 + Penalty 1637.870652 = -2809848.649761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3159.300000 sec): 3 clusters
  Score: Raw -2796939.960051 + Penalty 3275.741303 = -2793664.218747
  nChanged 10878
		SP:Iteration 1F (3159.600000 sec): 3 clusters
  Score: Raw -2803397.598172 + Penalty 3275.741303 = -2800121.856869
  nChanged 1711
		SP:Iteration 2F (3159.940000 sec): 3 clusters
  Score: Raw -2804630.841970 + Penalty 3275.741303 = -2801355.100667
  nChanged 1976
		SP:Iteration 3F (3160.270000 sec): 3 clusters
  Score: Raw -2806157.235069 + Penalty 3275.741303 = -2802881.493766
  nChanged 1881
		SP:Iteration 4F (3160.630000 sec): 3 clusters
  Score: Raw -2807502.292638 + Penalty 3275.741303 = -2804226.551335
  nChanged 1658
		SP:Iteration 5F (3160.920000 sec): 3 clusters
  Score: Raw -2808452.264317 + Penalty 3275.741303 = -2805176.523014
  nChanged 1271
		SP:Iteration 6F (3161.190000 sec): 3 clusters
  Score: Raw -2809051.266536 + Penalty 3275.741303 = -2805775.525233
  nChanged 928
		SP:Iteration 7Q (3161.440000 sec): 3 clusters
  Score: Raw -2809405.564353 + Penalty 3275.741303 = -2806129.823050
  nChanged 689
		SP:Iteration 8Q (3161.750000 sec): 3 clusters
  Score: Raw -2809625.687422 + Penalty 3275.741303 = -2806349.946118
  nChanged 542
		SP:Iteration 9Q (3162.030000 sec): 3 clusters
  Score: Raw -2809793.546975 + Penalty 3275.741303 = -2806517.805672
  nChanged 457
		SP:Iteration 10Q (3162.340000 sec): 3 clusters
  Score: Raw -2809922.227900 + Penalty 3275.741303 = -2806646.486597
  nChanged 400
		SP:Iteration 11Q (3162.650000 sec): 3 clusters
  Score: Raw -2810024.710093 + Penalty 3275.741303 = -2806748.968789
  nChanged 364
		SP:Iteration 12Q (3162.960000 sec): 3 clusters
  Score: Raw -2810123.866374 + Penalty 3275.741303 = -2806848.125071
  nChanged 358
		SP:Iteration 13Q (3163.280000 sec): 3 clusters
  Score: Raw -2810220.720506 + Penalty 3275.741303 = -2806944.979203
  nChanged 343
		SP:Iteration 14Q (3163.570000 sec): 3 clusters
  Score: Raw -2810310.326651 + Penalty 3275.741303 = -2807034.585348
  nChanged 355
		SP:Iteration 15Q (3163.830000 sec): 3 clusters
  Score: Raw -2810397.983326 + Penalty 3275.741303 = -2807122.242023
  nChanged 322
		SP:Iteration 16Q (3164.090000 sec): 3 clusters
  Score: Raw -2810475.845216 + Penalty 3275.741303 = -2807200.103913
  nChanged 269
		SP:Iteration 17Q (3164.450000 sec): 3 clusters
  Score: Raw -2810542.487334 + Penalty 3275.741303 = -2807266.746030
  nChanged 254
		SP:Iteration 18Q (3164.810000 sec): 3 clusters
  Score: Raw -2810607.269534 + Penalty 3275.741303 = -2807331.528230
  nChanged 260
		SP:Iteration 19Q (3165.150000 sec): 3 clusters
  Score: Raw -2810676.562372 + Penalty 3275.741303 = -2807400.821068
  nChanged 255
		SP:Iteration 20F (3165.530000 sec): 3 clusters
  Score: Raw -2810747.935278 + Penalty 3275.741303 = -2807472.193975
  nChanged 262
		SP:Iteration 21Q (3165.840000 sec): 3 clusters
  Score: Raw -2810822.859554 + Penalty 3275.741303 = -2807547.118251
  nChanged 256
		SP:Iteration 22Q (3166.170000 sec): 3 clusters
  Score: Raw -2810897.241395 + Penalty 3275.741303 = -2807621.500092
  nChanged 248
		SP:Iteration 23Q (3166.450000 sec): 3 clusters
  Score: Raw -2810969.624423 + Penalty 3275.741303 = -2807693.883120
  nChanged 226
		SP:Iteration 24Q (3166.750000 sec): 3 clusters
  Score: Raw -2811039.501935 + Penalty 3275.741303 = -2807763.760632
  nChanged 218
		SP:Iteration 25Q (3167.060000 sec): 3 clusters
  Score: Raw -2811112.110748 + Penalty 3275.741303 = -2807836.369445
  nChanged 214
		SP:Iteration 26Q (3167.400000 sec): 3 clusters
  Score: Raw -2811180.381050 + Penalty 3275.741303 = -2807904.639747
  nChanged 204
		SP:Iteration 27Q (3167.650000 sec): 3 clusters
  Score: Raw -2811245.752005 + Penalty 3275.741303 = -2807970.010701
  nChanged 179
		SP:Iteration 28Q (3167.940000 sec): 3 clusters
  Score: Raw -2811303.606465 + Penalty 3275.741303 = -2808027.865161
  nChanged 182
		SP:Iteration 29Q (3168.210000 sec): 3 clusters
  Score: Raw -2811361.561314 + Penalty 3275.741303 = -2808085.820011
  nChanged 151
		SP:Iteration 30Q (3168.520000 sec): 3 clusters
  Score: Raw -2811409.722926 + Penalty 3275.741303 = -2808133.981623
  nChanged 138
		SP:Iteration 31Q (3168.910000 sec): 3 clusters
  Score: Raw -2811457.900780 + Penalty 3275.741303 = -2808182.159477
  nChanged 127
		SP:Iteration 32Q (3169.250000 sec): 3 clusters
  Score: Raw -2811496.595648 + Penalty 3275.741303 = -2808220.854345
  nChanged 101
		SP:Iteration 33Q (3169.510000 sec): 3 clusters
  Score: Raw -2811529.924265 + Penalty 3275.741303 = -2808254.182962
  nChanged 96
		SP:Iteration 34Q (3169.820000 sec): 3 clusters
  Score: Raw -2811563.174945 + Penalty 3275.741303 = -2808287.433641
  nChanged 83
		SP:Iteration 35Q (3170.150000 sec): 3 clusters
  Score: Raw -2811591.818432 + Penalty 3275.741303 = -2808316.077128
  nChanged 76
		SP:Iteration 36Q (3170.500000 sec): 3 clusters
  Score: Raw -2811617.077396 + Penalty 3275.741303 = -2808341.336093
  nChanged 74
		SP:Iteration 37Q (3170.820000 sec): 3 clusters
  Score: Raw -2811645.234181 + Penalty 3275.741303 = -2808369.492878
  nChanged 70
		SP:Iteration 38Q (3171.120000 sec): 3 clusters
  Score: Raw -2811669.466437 + Penalty 3275.741303 = -2808393.725134
  nChanged 61
		SP:Iteration 39Q (3171.420000 sec): 3 clusters
  Score: Raw -2811690.272329 + Penalty 3275.741303 = -2808414.531025
  nChanged 59
		SP:Iteration 40F (3171.700000 sec): 3 clusters
  Score: Raw -2811712.893958 + Penalty 3275.741303 = -2808437.152655
  nChanged 60
		SP:Iteration 41Q (3172.030000 sec): 3 clusters
  Score: Raw -2811732.328289 + Penalty 3275.741303 = -2808456.586986
  nChanged 46
		SP:Iteration 42Q (3172.320000 sec): 3 clusters
  Score: Raw -2811749.717706 + Penalty 3275.741303 = -2808473.976403
  nChanged 40
		SP:Iteration 43Q (3172.630000 sec): 3 clusters
  Score: Raw -2811761.325523 + Penalty 3275.741303 = -2808485.584219
  nChanged 24
		SP:Iteration 44Q (3172.940000 sec): 3 clusters
  Score: Raw -2811767.815282 + Penalty 3275.741303 = -2808492.073979
  nChanged 36
		SP:Iteration 45Q (3173.280000 sec): 3 clusters
  Score: Raw -2811778.501047 + Penalty 3275.741303 = -2808502.759743
  nChanged 24
		SP:Iteration 46Q (3173.600000 sec): 3 clusters
  Score: Raw -2811785.372071 + Penalty 3275.741303 = -2808509.630767
  nChanged 27
		SP:Iteration 47Q (3173.960000 sec): 3 clusters
  Score: Raw -2811793.849608 + Penalty 3275.741303 = -2808518.108305
  nChanged 33
		SP:Iteration 48Q (3174.280000 sec): 3 clusters
  Score: Raw -2811802.403408 + Penalty 3275.741303 = -2808526.662104
  nChanged 26
		SP:Iteration 49Q (3174.580000 sec): 3 clusters
  Score: Raw -2811811.848229 + Penalty 3275.741303 = -2808536.106925
  nChanged 39
		SP:Iteration 50Q (3174.870000 sec): 3 clusters
  Score: Raw -2811826.804694 + Penalty 3275.741303 = -2808551.063390
  nChanged 36
		SP:Iteration 51Q (3175.220000 sec): 3 clusters
  Score: Raw -2811837.803527 + Penalty 3275.741303 = -2808562.062224
  nChanged 22
		SP:Iteration 52Q (3175.500000 sec): 3 clusters
  Score: Raw -2811844.010363 + Penalty 3275.741303 = -2808568.269060
  nChanged 23
		SP:Iteration 53Q (3175.810000 sec): 3 clusters
  Score: Raw -2811849.768458 + Penalty 3275.741303 = -2808574.027155
  nChanged 13
		SP:Iteration 54Q (3176.090000 sec): 3 clusters
  Score: Raw -2811853.871316 + Penalty 3275.741303 = -2808578.130012
  nChanged 14
		SP:Iteration 55Q (3176.390000 sec): 3 clusters
  Score: Raw -2811859.247169 + Penalty 3275.741303 = -2808583.505866
  nChanged 12
		SP:Iteration 56Q (3176.690000 sec): 3 clusters
  Score: Raw -2811863.601512 + Penalty 3275.741303 = -2808587.860208
  nChanged 13
		SP:Iteration 57Q (3176.960000 sec): 3 clusters
  Score: Raw -2811868.617654 + Penalty 3275.741303 = -2808592.876350
  nChanged 15
		SP:Iteration 58Q (3177.250000 sec): 3 clusters
  Score: Raw -2811874.105096 + Penalty 3275.741303 = -2808598.363793
  nChanged 13
		SP:Iteration 59Q (3177.550000 sec): 3 clusters
  Score: Raw -2811878.570625 + Penalty 3275.741303 = -2808602.829321
  nChanged 12
		SP:Iteration 60F (3177.820000 sec): 3 clusters
  Score: Raw -2811882.546794 + Penalty 3275.741303 = -2808606.805491
  nChanged 13
		SP:Iteration 61Q (3178.080000 sec): 3 clusters
  Score: Raw -2811886.449875 + Penalty 3275.741303 = -2808610.708572
  nChanged 12
		SP:Iteration 62Q (3178.420000 sec): 3 clusters
  Score: Raw -2811890.297918 + Penalty 3275.741303 = -2808614.556615
  nChanged 12
		SP:Iteration 63Q (3178.720000 sec): 3 clusters
  Score: Raw -2811893.586570 + Penalty 3275.741303 = -2808617.845267
  nChanged 10
		SP:Iteration 64Q (3179.000000 sec): 3 clusters
  Score: Raw -2811895.921496 + Penalty 3275.741303 = -2808620.180193
  nChanged 6
		SP:Iteration 65Q (3179.340000 sec): 3 clusters
  Score: Raw -2811897.516207 + Penalty 3275.741303 = -2808621.774904
  nChanged 9
		SP:Iteration 66Q (3179.590000 sec): 3 clusters
  Score: Raw -2811900.775948 + Penalty 3275.741303 = -2808625.034645
  nChanged 9
		SP:Iteration 67Q (3179.880000 sec): 3 clusters
  Score: Raw -2811903.323414 + Penalty 3275.741303 = -2808627.582110
  nChanged 3
		SP:Iteration 68Q (3180.160000 sec): 3 clusters
  Score: Raw -2811903.976848 + Penalty 3275.741303 = -2808628.235545
  nChanged 2
		SP:Iteration 69Q (3180.420000 sec): 3 clusters
  Score: Raw -2811904.390611 + Penalty 3275.741303 = -2808628.649307
  nChanged 1
		SP:Iteration 70Q (3180.680000 sec): 3 clusters
  Score: Raw -2811904.719977 + Penalty 3275.741303 = -2808628.978674
  nChanged 3
		SP:Iteration 71Q (3181.000000 sec): 3 clusters
  Score: Raw -2811905.568442 + Penalty 3275.741303 = -2808629.827139
  nChanged 3
		SP:Iteration 72Q (3181.310000 sec): 3 clusters
  Score: Raw -2811906.821596 + Penalty 3275.741303 = -2808631.080292
  nChanged 1
		SP:Iteration 73Q (3181.600000 sec): 3 clusters
  Score: Raw -2811906.942269 + Penalty 3275.741303 = -2808631.200966
  nChanged 0
		SP:Iteration 74F (3181.980000 sec): 3 clusters
  Score: Raw -2811906.942269 + Penalty 3275.741303 = -2808631.200966
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (96465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3182.500000 sec): 2 clusters
  Score: Raw -12001908.557883 + Penalty 1865.002023 = -12000043.555860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3183.130000 sec): 3 clusters
  Score: Raw -11939402.494867 + Penalty 3730.004046 = -11935672.490821
  nChanged 46048
		SP:Iteration 1F (3183.780000 sec): 3 clusters
  Score: Raw -11965722.077955 + Penalty 3730.004046 = -11961992.073909
  nChanged 2654
		SP:Iteration 2Q (3184.520000 sec): 3 clusters
  Score: Raw -11966217.849085 + Penalty 3730.004046 = -11962487.845038
  nChanged 2580
		SP:Iteration 3Q (3185.210000 sec): 3 clusters
  Score: Raw -11966694.078253 + Penalty 3730.004046 = -11962964.074207
  nChanged 2449
		SP:Iteration 4Q (3185.930000 sec): 3 clusters
  Score: Raw -11967185.255944 + Penalty 3730.004046 = -11963455.251898
  nChanged 2579
		SP:Iteration 5Q (3186.580000 sec): 3 clusters
  Score: Raw -11967752.466796 + Penalty 3730.004046 = -11964022.462750
  nChanged 2793
		SP:Iteration 6Q (3187.250000 sec): 3 clusters
  Score: Raw -11968496.673849 + Penalty 3730.004046 = -11964766.669803
  nChanged 3254
		SP:Iteration 7Q (3187.940000 sec): 3 clusters
  Score: Raw -11969649.723492 + Penalty 3730.004046 = -11965919.719446
  nChanged 3950
		SP:Iteration 8Q (3188.700000 sec): 3 clusters
  Score: Raw -11971509.185124 + Penalty 3730.004046 = -11967779.181077
  nChanged 4937
		SP:Iteration 9F (3189.420000 sec): 3 clusters
  Score: Raw -11974491.024742 + Penalty 3730.004046 = -11970761.020695
  nChanged 5746
		SP:Iteration 10F (3190.050000 sec): 3 clusters
  Score: Raw -11978674.986134 + Penalty 3730.004046 = -11974944.982088
  nChanged 6116
		SP:Iteration 11F (3190.670000 sec): 3 clusters
  Score: Raw -11983139.251234 + Penalty 3730.004046 = -11979409.247188
  nChanged 5166
		SP:Iteration 12F (3191.320000 sec): 3 clusters
  Score: Raw -11985886.056284 + Penalty 3730.004046 = -11982156.052238
  nChanged 3341
		SP:Iteration 13Q (3192.040000 sec): 3 clusters
  Score: Raw -11987000.733509 + Penalty 3730.004046 = -11983270.729463
  nChanged 2104
		SP:Iteration 14Q (3192.670000 sec): 3 clusters
  Score: Raw -11987588.607753 + Penalty 3730.004046 = -11983858.603707
  nChanged 1693
		SP:Iteration 15Q (3193.390000 sec): 3 clusters
  Score: Raw -11988088.713797 + Penalty 3730.004046 = -11984358.709751
  nChanged 1758
		SP:Iteration 16Q (3193.990000 sec): 3 clusters
  Score: Raw -11988636.191910 + Penalty 3730.004046 = -11984906.187864
  nChanged 1820
		SP:Iteration 17Q (3194.620000 sec): 3 clusters
  Score: Raw -11989260.522636 + Penalty 3730.004046 = -11985530.518590
  nChanged 1939
		SP:Iteration 18Q (3195.380000 sec): 3 clusters
  Score: Raw -11989988.524515 + Penalty 3730.004046 = -11986258.520469
  nChanged 2054
		SP:Iteration 19Q (3196.040000 sec): 3 clusters
  Score: Raw -11990843.648221 + Penalty 3730.004046 = -11987113.644174
  nChanged 2160
		SP:Iteration 20F (3196.770000 sec): 3 clusters
  Score: Raw -11991797.928949 + Penalty 3730.004046 = -11988067.924903
  nChanged 2198
		SP:Iteration 21Q (3197.440000 sec): 3 clusters
  Score: Raw -11992876.309446 + Penalty 3730.004046 = -11989146.305400
  nChanged 2206
		SP:Iteration 22Q (3198.050000 sec): 3 clusters
  Score: Raw -11994044.726023 + Penalty 3730.004046 = -11990314.721976
  nChanged 2083
		SP:Iteration 23Q (3198.670000 sec): 3 clusters
  Score: Raw -11995214.343032 + Penalty 3730.004046 = -11991484.338985
  nChanged 1952
		SP:Iteration 24Q (3199.280000 sec): 3 clusters
  Score: Raw -11996369.383648 + Penalty 3730.004046 = -11992639.379602
  nChanged 1766
		SP:Iteration 25Q (3199.990000 sec): 3 clusters
  Score: Raw -11997477.799399 + Penalty 3730.004046 = -11993747.795352
  nChanged 1632
		SP:Iteration 26Q (3200.550000 sec): 3 clusters
  Score: Raw -11998590.150861 + Penalty 3730.004046 = -11994860.146815
  nChanged 1390
		SP:Iteration 27Q (3201.160000 sec): 3 clusters
  Score: Raw -11999582.184376 + Penalty 3730.004046 = -11995852.180330
  nChanged 1119
		SP:Iteration 28Q (3201.810000 sec): 3 clusters
  Score: Raw -12000415.482820 + Penalty 3730.004046 = -11996685.478773
  nChanged 844
		SP:Iteration 29Q (3202.450000 sec): 3 clusters
  Score: Raw -12001040.915262 + Penalty 3730.004046 = -11997310.911216
  nChanged 626
		SP:Iteration 30Q (3203.070000 sec): 3 clusters
  Score: Raw -12001508.102570 + Penalty 3730.004046 = -11997778.098524
  nChanged 410
		SP:Iteration 31Q (3203.760000 sec): 3 clusters
  Score: Raw -12001835.921901 + Penalty 3730.004046 = -11998105.917855
  nChanged 290
		SP:Iteration 32Q (3204.380000 sec): 3 clusters
  Score: Raw -12002066.356502 + Penalty 3730.004046 = -11998336.352455
  nChanged 181
		SP:Iteration 33Q (3204.980000 sec): 3 clusters
  Score: Raw -12002210.065234 + Penalty 3730.004046 = -11998480.061188
  nChanged 126
		SP:Iteration 34Q (3205.660000 sec): 3 clusters
  Score: Raw -12002311.326164 + Penalty 3730.004046 = -11998581.322117
  nChanged 94
		SP:Iteration 35Q (3206.280000 sec): 3 clusters
  Score: Raw -12002387.704148 + Penalty 3730.004046 = -11998657.700102
  nChanged 67
		SP:Iteration 36Q (3206.930000 sec): 3 clusters
  Score: Raw -12002430.764767 + Penalty 3730.004046 = -11998700.760721
  nChanged 53
		SP:Iteration 37Q (3207.600000 sec): 3 clusters
  Score: Raw -12002465.544626 + Penalty 3730.004046 = -11998735.540580
  nChanged 40
		SP:Iteration 38Q (3208.250000 sec): 3 clusters
  Score: Raw -12002493.767562 + Penalty 3730.004046 = -11998763.763515
  nChanged 19
		SP:Iteration 39Q (3208.810000 sec): 3 clusters
  Score: Raw -12002507.701805 + Penalty 3730.004046 = -11998777.697759
  nChanged 22
		SP:Iteration 40F (3209.430000 sec): 3 clusters
  Score: Raw -12002526.775788 + Penalty 3730.004046 = -11998796.771742
  nChanged 24
		SP:Iteration 41Q (3209.970000 sec): 3 clusters
  Score: Raw -12002542.200870 + Penalty 3730.004046 = -11998812.196823
  nChanged 20
		SP:Iteration 42Q (3210.590000 sec): 3 clusters
  Score: Raw -12002553.844985 + Penalty 3730.004046 = -11998823.840939
  nChanged 18
		SP:Iteration 43Q (3211.130000 sec): 3 clusters
  Score: Raw -12002566.054740 + Penalty 3730.004046 = -11998836.050694
  nChanged 18
		SP:Iteration 44Q (3211.710000 sec): 3 clusters
  Score: Raw -12002575.402755 + Penalty 3730.004046 = -11998845.398709
  nChanged 12
		SP:Iteration 45Q (3212.230000 sec): 3 clusters
  Score: Raw -12002582.059896 + Penalty 3730.004046 = -11998852.055850
  nChanged 11
		SP:Iteration 46Q (3212.780000 sec): 3 clusters
  Score: Raw -12002587.322959 + Penalty 3730.004046 = -11998857.318913
  nChanged 9
		SP:Iteration 47Q (3213.390000 sec): 3 clusters
  Score: Raw -12002590.503404 + Penalty 3730.004046 = -11998860.499358
  nChanged 5
		SP:Iteration 48Q (3214.050000 sec): 3 clusters
  Score: Raw -12002593.464267 + Penalty 3730.004046 = -11998863.460221
  nChanged 6
		SP:Iteration 49Q (3214.670000 sec): 3 clusters
  Score: Raw -12002596.133453 + Penalty 3730.004046 = -11998866.129406
  nChanged 8
		SP:Iteration 50Q (3215.310000 sec): 3 clusters
  Score: Raw -12002600.209424 + Penalty 3730.004046 = -11998870.205377
  nChanged 8
		SP:Iteration 51Q (3215.910000 sec): 3 clusters
  Score: Raw -12002605.297652 + Penalty 3730.004046 = -11998875.293606
  nChanged 9
		SP:Iteration 52Q (3216.550000 sec): 3 clusters
  Score: Raw -12002608.351717 + Penalty 3730.004046 = -11998878.347671
  nChanged 6
		SP:Iteration 53Q (3217.160000 sec): 3 clusters
  Score: Raw -12002610.962283 + Penalty 3730.004046 = -11998880.958237
  nChanged 4
		SP:Iteration 54Q (3217.720000 sec): 3 clusters
  Score: Raw -12002612.735022 + Penalty 3730.004046 = -11998882.730976
  nChanged 5
		SP:Iteration 55Q (3218.320000 sec): 3 clusters
  Score: Raw -12002615.037931 + Penalty 3730.004046 = -11998885.033885
  nChanged 5
		SP:Iteration 56Q (3218.890000 sec): 3 clusters
  Score: Raw -12002616.909732 + Penalty 3730.004046 = -11998886.905685
  nChanged 1
		SP:Iteration 57Q (3219.480000 sec): 3 clusters
  Score: Raw -12002617.505571 + Penalty 3730.004046 = -11998887.501525
  nChanged 2
		SP:Iteration 58Q (3220.090000 sec): 3 clusters
  Score: Raw -12002618.477622 + Penalty 3730.004046 = -11998888.473576
  nChanged 3
		SP:Iteration 59Q (3220.630000 sec): 3 clusters
  Score: Raw -12002620.023111 + Penalty 3730.004046 = -11998890.019065
  nChanged 3
		SP:Iteration 60F (3221.250000 sec): 3 clusters
  Score: Raw -12002621.966848 + Penalty 3730.004046 = -11998891.962802
  nChanged 3
		SP:Iteration 61Q (3221.880000 sec): 3 clusters
  Score: Raw -12002623.093482 + Penalty 3730.004046 = -11998893.089435
  nChanged 0
		SP:Iteration 62F (3222.610000 sec): 3 clusters
  Score: Raw -12002623.093482 + Penalty 3730.004046 = -11998893.089435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (19500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3222.830000 sec): 2 clusters
  Score: Raw -2277501.922213 + Penalty 1605.202583 = -2275896.719629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3223.110000 sec): 3 clusters
  Score: Raw -2265879.481720 + Penalty 3210.405167 = -2262669.076553
  nChanged 8702
		SP:Iteration 1F (3223.420000 sec): 3 clusters
  Score: Raw -2271212.208259 + Penalty 3210.405167 = -2268001.803092
  nChanged 1531
		SP:Iteration 2F (3223.740000 sec): 3 clusters
  Score: Raw -2272567.824066 + Penalty 3210.405167 = -2269357.418899
  nChanged 1718
		SP:Iteration 3F (3224.000000 sec): 3 clusters
  Score: Raw -2274364.469598 + Penalty 3210.405167 = -2271154.064431
  nChanged 1706
		SP:Iteration 4F (3224.300000 sec): 3 clusters
  Score: Raw -2276178.605384 + Penalty 3210.405167 = -2272968.200217
  nChanged 1469
		SP:Iteration 5F (3224.590000 sec): 3 clusters
  Score: Raw -2277582.440403 + Penalty 3210.405167 = -2274372.035236
  nChanged 1169
		SP:Iteration 6F (3224.870000 sec): 3 clusters
  Score: Raw -2278465.946658 + Penalty 3210.405167 = -2275255.541491
  nChanged 859
		SP:Iteration 7Q (3225.170000 sec): 3 clusters
  Score: Raw -2278990.335215 + Penalty 3210.405167 = -2275779.930048
  nChanged 567
		SP:Iteration 8Q (3225.480000 sec): 3 clusters
  Score: Raw -2279273.606982 + Penalty 3210.405167 = -2276063.201815
  nChanged 438
		SP:Iteration 9Q (3225.800000 sec): 3 clusters
  Score: Raw -2279438.845281 + Penalty 3210.405167 = -2276228.440114
  nChanged 350
		SP:Iteration 10Q (3226.010000 sec): 3 clusters
  Score: Raw -2279554.177836 + Penalty 3210.405167 = -2276343.772669
  nChanged 283
		SP:Iteration 11Q (3226.240000 sec): 3 clusters
  Score: Raw -2279636.969955 + Penalty 3210.405167 = -2276426.564788
  nChanged 222
		SP:Iteration 12Q (3226.560000 sec): 3 clusters
  Score: Raw -2279696.436846 + Penalty 3210.405167 = -2276486.031679
  nChanged 199
		SP:Iteration 13Q (3226.780000 sec): 3 clusters
  Score: Raw -2279751.810486 + Penalty 3210.405167 = -2276541.405319
  nChanged 161
		SP:Iteration 14Q (3227.050000 sec): 3 clusters
  Score: Raw -2279790.339859 + Penalty 3210.405167 = -2276579.934693
  nChanged 147
		SP:Iteration 15Q (3227.290000 sec): 3 clusters
  Score: Raw -2279823.289734 + Penalty 3210.405167 = -2276612.884567
  nChanged 116
		SP:Iteration 16Q (3227.540000 sec): 3 clusters
  Score: Raw -2279846.374000 + Penalty 3210.405167 = -2276635.968833
  nChanged 121
		SP:Iteration 17Q (3227.810000 sec): 3 clusters
  Score: Raw -2279876.532150 + Penalty 3210.405167 = -2276666.126983
  nChanged 139
		SP:Iteration 18Q (3228.050000 sec): 3 clusters
  Score: Raw -2279913.644123 + Penalty 3210.405167 = -2276703.238956
  nChanged 138
		SP:Iteration 19Q (3228.300000 sec): 3 clusters
  Score: Raw -2279951.124109 + Penalty 3210.405167 = -2276740.718943
  nChanged 160
		SP:Iteration 20F (3228.500000 sec): 3 clusters
  Score: Raw -2279997.153337 + Penalty 3210.405167 = -2276786.748170
  nChanged 163
		SP:Iteration 21Q (3228.730000 sec): 3 clusters
  Score: Raw -2280039.725968 + Penalty 3210.405167 = -2276829.320801
  nChanged 153
		SP:Iteration 22Q (3228.980000 sec): 3 clusters
  Score: Raw -2280071.312427 + Penalty 3210.405167 = -2276860.907260
  nChanged 140
		SP:Iteration 23Q (3229.290000 sec): 3 clusters
  Score: Raw -2280100.341960 + Penalty 3210.405167 = -2276889.936793
  nChanged 133
		SP:Iteration 24Q (3229.540000 sec): 3 clusters
  Score: Raw -2280124.882534 + Penalty 3210.405167 = -2276914.477367
  nChanged 119
		SP:Iteration 25Q (3229.790000 sec): 3 clusters
  Score: Raw -2280147.493886 + Penalty 3210.405167 = -2276937.088719
  nChanged 115
		SP:Iteration 26Q (3230.010000 sec): 3 clusters
  Score: Raw -2280167.259205 + Penalty 3210.405167 = -2276956.854038
  nChanged 107
		SP:Iteration 27Q (3230.260000 sec): 3 clusters
  Score: Raw -2280186.330165 + Penalty 3210.405167 = -2276975.924998
  nChanged 113
		SP:Iteration 28Q (3230.560000 sec): 3 clusters
  Score: Raw -2280205.213640 + Penalty 3210.405167 = -2276994.808473
  nChanged 99
		SP:Iteration 29Q (3230.790000 sec): 3 clusters
  Score: Raw -2280224.933517 + Penalty 3210.405167 = -2277014.528350
  nChanged 99
		SP:Iteration 30Q (3231.030000 sec): 3 clusters
  Score: Raw -2280246.887170 + Penalty 3210.405167 = -2277036.482003
  nChanged 111
		SP:Iteration 31Q (3231.260000 sec): 3 clusters
  Score: Raw -2280269.135128 + Penalty 3210.405167 = -2277058.729961
  nChanged 111
		SP:Iteration 32Q (3231.540000 sec): 3 clusters
  Score: Raw -2280291.900566 + Penalty 3210.405167 = -2277081.495399
  nChanged 105
		SP:Iteration 33Q (3231.780000 sec): 3 clusters
  Score: Raw -2280312.212264 + Penalty 3210.405167 = -2277101.807097
  nChanged 104
		SP:Iteration 34Q (3232.040000 sec): 3 clusters
  Score: Raw -2280331.214755 + Penalty 3210.405167 = -2277120.809588
  nChanged 87
		SP:Iteration 35Q (3232.280000 sec): 3 clusters
  Score: Raw -2280346.751791 + Penalty 3210.405167 = -2277136.346624
  nChanged 88
		SP:Iteration 36Q (3232.560000 sec): 3 clusters
  Score: Raw -2280358.785245 + Penalty 3210.405167 = -2277148.380078
  nChanged 77
		SP:Iteration 37Q (3232.810000 sec): 3 clusters
  Score: Raw -2280369.170302 + Penalty 3210.405167 = -2277158.765135
  nChanged 78
		SP:Iteration 38Q (3233.060000 sec): 3 clusters
  Score: Raw -2280381.403845 + Penalty 3210.405167 = -2277170.998678
  nChanged 85
		SP:Iteration 39Q (3233.350000 sec): 3 clusters
  Score: Raw -2280394.459517 + Penalty 3210.405167 = -2277184.054350
  nChanged 87
		SP:Iteration 40F (3233.570000 sec): 3 clusters
  Score: Raw -2280407.508564 + Penalty 3210.405167 = -2277197.103397
  nChanged 95
		SP:Iteration 41Q (3233.820000 sec): 3 clusters
  Score: Raw -2280423.073731 + Penalty 3210.405167 = -2277212.668564
  nChanged 96
		SP:Iteration 42Q (3234.050000 sec): 3 clusters
  Score: Raw -2280440.305107 + Penalty 3210.405167 = -2277229.899940
  nChanged 105
		SP:Iteration 43Q (3234.290000 sec): 3 clusters
  Score: Raw -2280460.963294 + Penalty 3210.405167 = -2277250.558127
  nChanged 107
		SP:Iteration 44Q (3234.520000 sec): 3 clusters
  Score: Raw -2280481.481990 + Penalty 3210.405167 = -2277271.076823
  nChanged 123
		SP:Iteration 45Q (3234.790000 sec): 3 clusters
  Score: Raw -2280509.615287 + Penalty 3210.405167 = -2277299.210120
  nChanged 128
		SP:Iteration 46Q (3235.020000 sec): 3 clusters
  Score: Raw -2280543.511398 + Penalty 3210.405167 = -2277333.106231
  nChanged 148
		SP:Iteration 47Q (3235.270000 sec): 3 clusters
  Score: Raw -2280581.001722 + Penalty 3210.405167 = -2277370.596555
  nChanged 137
		SP:Iteration 48Q (3235.530000 sec): 3 clusters
  Score: Raw -2280616.609036 + Penalty 3210.405167 = -2277406.203869
  nChanged 150
		SP:Iteration 49Q (3235.810000 sec): 3 clusters
  Score: Raw -2280658.332119 + Penalty 3210.405167 = -2277447.926952
  nChanged 145
		SP:Iteration 50Q (3236.040000 sec): 3 clusters
  Score: Raw -2280699.645015 + Penalty 3210.405167 = -2277489.239848
  nChanged 142
		SP:Iteration 51Q (3236.290000 sec): 3 clusters
  Score: Raw -2280742.040024 + Penalty 3210.405167 = -2277531.634857
  nChanged 137
		SP:Iteration 52Q (3236.520000 sec): 3 clusters
  Score: Raw -2280775.186084 + Penalty 3210.405167 = -2277564.780917
  nChanged 115
		SP:Iteration 53Q (3236.740000 sec): 3 clusters
  Score: Raw -2280797.801313 + Penalty 3210.405167 = -2277587.396146
  nChanged 107
		SP:Iteration 54Q (3237.010000 sec): 3 clusters
  Score: Raw -2280818.829034 + Penalty 3210.405167 = -2277608.423867
  nChanged 106
		SP:Iteration 55Q (3237.270000 sec): 3 clusters
  Score: Raw -2280840.319818 + Penalty 3210.405167 = -2277629.914651
  nChanged 94
		SP:Iteration 56Q (3237.520000 sec): 3 clusters
  Score: Raw -2280854.683058 + Penalty 3210.405167 = -2277644.277891
  nChanged 76
		SP:Iteration 57Q (3237.780000 sec): 3 clusters
  Score: Raw -2280867.090615 + Penalty 3210.405167 = -2277656.685448
  nChanged 77
		SP:Iteration 58Q (3238.060000 sec): 3 clusters
  Score: Raw -2280877.284318 + Penalty 3210.405167 = -2277666.879151
  nChanged 56
		SP:Iteration 59Q (3238.340000 sec): 3 clusters
  Score: Raw -2280884.469315 + Penalty 3210.405167 = -2277674.064148
  nChanged 61
		SP:Iteration 60F (3238.690000 sec): 3 clusters
  Score: Raw -2280892.488647 + Penalty 3210.405167 = -2277682.083480
  nChanged 64
		SP:Iteration 61Q (3239.020000 sec): 3 clusters
  Score: Raw -2280899.974682 + Penalty 3210.405167 = -2277689.569515
  nChanged 47
		SP:Iteration 62Q (3239.270000 sec): 3 clusters
  Score: Raw -2280904.530713 + Penalty 3210.405167 = -2277694.125546
  nChanged 37
		SP:Iteration 63Q (3239.500000 sec): 3 clusters
  Score: Raw -2280908.603491 + Penalty 3210.405167 = -2277698.198324
  nChanged 37
		SP:Iteration 64Q (3239.800000 sec): 3 clusters
  Score: Raw -2280912.464578 + Penalty 3210.405167 = -2277702.059411
  nChanged 43
		SP:Iteration 65Q (3240.050000 sec): 3 clusters
  Score: Raw -2280917.771594 + Penalty 3210.405167 = -2277707.366427
  nChanged 57
		SP:Iteration 66Q (3240.340000 sec): 3 clusters
  Score: Raw -2280926.538557 + Penalty 3210.405167 = -2277716.133390
  nChanged 59
		SP:Iteration 67Q (3240.610000 sec): 3 clusters
  Score: Raw -2280934.031152 + Penalty 3210.405167 = -2277723.625985
  nChanged 55
		SP:Iteration 68Q (3240.890000 sec): 3 clusters
  Score: Raw -2280942.977525 + Penalty 3210.405167 = -2277732.572358
  nChanged 66
		SP:Iteration 69Q (3241.160000 sec): 3 clusters
  Score: Raw -2280955.647037 + Penalty 3210.405167 = -2277745.241870
  nChanged 85
		SP:Iteration 70Q (3241.500000 sec): 3 clusters
  Score: Raw -2280975.558188 + Penalty 3210.405167 = -2277765.153021
  nChanged 90
		SP:Iteration 71Q (3241.710000 sec): 3 clusters
  Score: Raw -2280999.070081 + Penalty 3210.405167 = -2277788.664914
  nChanged 90
		SP:Iteration 72Q (3241.970000 sec): 3 clusters
  Score: Raw -2281027.957545 + Penalty 3210.405167 = -2277817.552378
  nChanged 107
		SP:Iteration 73Q (3242.190000 sec): 3 clusters
  Score: Raw -2281073.006163 + Penalty 3210.405167 = -2277862.600996
  nChanged 140
		SP:Iteration 74Q (3242.430000 sec): 3 clusters
  Score: Raw -2281163.870739 + Penalty 3210.405167 = -2277953.465572
  nChanged 177
		SP:Iteration 75Q (3242.730000 sec): 3 clusters
  Score: Raw -2281292.339860 + Penalty 3210.405167 = -2278081.934693
  nChanged 195
		SP:Iteration 76Q (3242.990000 sec): 3 clusters
  Score: Raw -2281474.244545 + Penalty 3210.405167 = -2278263.839378
  nChanged 210
		SP:Iteration 77Q (3243.240000 sec): 3 clusters
  Score: Raw -2281709.077500 + Penalty 3210.405167 = -2278498.672333
  nChanged 206
		SP:Iteration 78Q (3243.460000 sec): 3 clusters
  Score: Raw -2281913.952292 + Penalty 3210.405167 = -2278703.547125
  nChanged 160
		SP:Iteration 79Q (3243.690000 sec): 3 clusters
  Score: Raw -2282034.607547 + Penalty 3210.405167 = -2278824.202380
  nChanged 94
		SP:Iteration 80F (3243.990000 sec): 3 clusters
  Score: Raw -2282069.157017 + Penalty 3210.405167 = -2278858.751850
  nChanged 53
		SP:Iteration 81Q (3244.220000 sec): 3 clusters
  Score: Raw -2282079.709373 + Penalty 3210.405167 = -2278869.304206
  nChanged 38
		SP:Iteration 82Q (3244.460000 sec): 3 clusters
  Score: Raw -2282084.550288 + Penalty 3210.405167 = -2278874.145121
  nChanged 17
		SP:Iteration 83Q (3244.730000 sec): 3 clusters
  Score: Raw -2282086.631993 + Penalty 3210.405167 = -2278876.226826
  nChanged 4
		SP:Iteration 84Q (3244.940000 sec): 3 clusters
  Score: Raw -2282087.076517 + Penalty 3210.405167 = -2278876.671350
  nChanged 2
		SP:Iteration 85Q (3245.160000 sec): 3 clusters
  Score: Raw -2282087.198901 + Penalty 3210.405167 = -2278876.793734
  nChanged 2
		SP:Iteration 86Q (3245.370000 sec): 3 clusters
  Score: Raw -2282087.335697 + Penalty 3210.405167 = -2278876.930530
  nChanged 1
		SP:Iteration 87Q (3245.620000 sec): 3 clusters
  Score: Raw -2282087.485316 + Penalty 3210.405167 = -2278877.080149
  nChanged 0
		SP:Iteration 88F (3245.980000 sec): 3 clusters
  Score: Raw -2282087.485316 + Penalty 3210.405167 = -2278877.080149
  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 6.56 GB.

 Trying to split cluster 35 (21348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3246.180000 sec): 2 clusters
  Score: Raw -2489475.837889 + Penalty 1619.915917 = -2487855.921971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3246.480000 sec): 3 clusters
  Score: Raw -2476668.755377 + Penalty 3239.831835 = -2473428.923542
  nChanged 9752
		SP:Iteration 1F (3246.800000 sec): 3 clusters
  Score: Raw -2482751.851315 + Penalty 3239.831835 = -2479512.019480
  nChanged 1556
		SP:Iteration 2F (3247.100000 sec): 3 clusters
  Score: Raw -2483954.863084 + Penalty 3239.831835 = -2480715.031249
  nChanged 1616
		SP:Iteration 3F (3247.340000 sec): 3 clusters
  Score: Raw -2485293.233064 + Penalty 3239.831835 = -2482053.401229
  nChanged 1607
		SP:Iteration 4F (3247.620000 sec): 3 clusters
  Score: Raw -2486510.849777 + Penalty 3239.831835 = -2483271.017942
  nChanged 1399
		SP:Iteration 5F (3247.870000 sec): 3 clusters
  Score: Raw -2487475.022977 + Penalty 3239.831835 = -2484235.191142
  nChanged 1074
		SP:Iteration 6F (3248.120000 sec): 3 clusters
  Score: Raw -2488157.199206 + Penalty 3239.831835 = -2484917.367371
  nChanged 851
		SP:Iteration 7Q (3248.360000 sec): 3 clusters
  Score: Raw -2488670.306281 + Penalty 3239.831835 = -2485430.474447
  nChanged 746
		SP:Iteration 8Q (3248.660000 sec): 3 clusters
  Score: Raw -2489145.974921 + Penalty 3239.831835 = -2485906.143086
  nChanged 700
		SP:Iteration 9Q (3248.920000 sec): 3 clusters
  Score: Raw -2489628.479949 + Penalty 3239.831835 = -2486388.648114
  nChanged 679
		SP:Iteration 10Q (3249.150000 sec): 3 clusters
  Score: Raw -2490121.277598 + Penalty 3239.831835 = -2486881.445763
  nChanged 656
		SP:Iteration 11Q (3249.430000 sec): 3 clusters
  Score: Raw -2490668.284434 + Penalty 3239.831835 = -2487428.452599
  nChanged 642
		SP:Iteration 12Q (3249.670000 sec): 3 clusters
  Score: Raw -2491298.618911 + Penalty 3239.831835 = -2488058.787076
  nChanged 601
		SP:Iteration 13Q (3249.920000 sec): 3 clusters
  Score: Raw -2491792.222829 + Penalty 3239.831835 = -2488552.390994
  nChanged 503
		SP:Iteration 14Q (3250.170000 sec): 3 clusters
  Score: Raw -2492144.061136 + Penalty 3239.831835 = -2488904.229302
  nChanged 398
		SP:Iteration 15Q (3250.410000 sec): 3 clusters
  Score: Raw -2492332.244949 + Penalty 3239.831835 = -2489092.413114
  nChanged 292
		SP:Iteration 16Q (3250.720000 sec): 3 clusters
  Score: Raw -2492437.334555 + Penalty 3239.831835 = -2489197.502721
  nChanged 206
		SP:Iteration 17Q (3250.960000 sec): 3 clusters
  Score: Raw -2492501.588861 + Penalty 3239.831835 = -2489261.757027
  nChanged 176
		SP:Iteration 18Q (3251.200000 sec): 3 clusters
  Score: Raw -2492546.285383 + Penalty 3239.831835 = -2489306.453548
  nChanged 129
		SP:Iteration 19Q (3251.460000 sec): 3 clusters
  Score: Raw -2492570.870827 + Penalty 3239.831835 = -2489331.038992
  nChanged 113
		SP:Iteration 20F (3251.730000 sec): 3 clusters
  Score: Raw -2492602.069926 + Penalty 3239.831835 = -2489362.238091
  nChanged 110
		SP:Iteration 21Q (3251.990000 sec): 3 clusters
  Score: Raw -2492628.970174 + Penalty 3239.831835 = -2489389.138339
  nChanged 114
		SP:Iteration 22Q (3252.220000 sec): 3 clusters
  Score: Raw -2492662.406057 + Penalty 3239.831835 = -2489422.574223
  nChanged 109
		SP:Iteration 23Q (3252.490000 sec): 3 clusters
  Score: Raw -2492694.904110 + Penalty 3239.831835 = -2489455.072275
  nChanged 120
		SP:Iteration 24Q (3252.740000 sec): 3 clusters
  Score: Raw -2492736.546255 + Penalty 3239.831835 = -2489496.714421
  nChanged 140
		SP:Iteration 25Q (3253.000000 sec): 3 clusters
  Score: Raw -2492793.909137 + Penalty 3239.831835 = -2489554.077302
  nChanged 158
		SP:Iteration 26Q (3253.300000 sec): 3 clusters
  Score: Raw -2492880.171935 + Penalty 3239.831835 = -2489640.340101
  nChanged 185
		SP:Iteration 27Q (3253.570000 sec): 3 clusters
  Score: Raw -2493028.948073 + Penalty 3239.831835 = -2489789.116238
  nChanged 243
		SP:Iteration 28Q (3253.850000 sec): 3 clusters
  Score: Raw -2493313.780468 + Penalty 3239.831835 = -2490073.948634
  nChanged 311
		SP:Iteration 29Q (3254.070000 sec): 3 clusters
  Score: Raw -2493739.336146 + Penalty 3239.831835 = -2490499.504311
  nChanged 333
		SP:Iteration 30Q (3254.330000 sec): 3 clusters
  Score: Raw -2494247.691946 + Penalty 3239.831835 = -2491007.860112
  nChanged 349
		SP:Iteration 31Q (3254.530000 sec): 3 clusters
  Score: Raw -2494653.344039 + Penalty 3239.831835 = -2491413.512204
  nChanged 306
		SP:Iteration 32Q (3254.800000 sec): 3 clusters
  Score: Raw -2494901.229367 + Penalty 3239.831835 = -2491661.397533
  nChanged 249
		SP:Iteration 33Q (3255.080000 sec): 3 clusters
  Score: Raw -2495053.379992 + Penalty 3239.831835 = -2491813.548158
  nChanged 225
		SP:Iteration 34Q (3255.330000 sec): 3 clusters
  Score: Raw -2495165.065856 + Penalty 3239.831835 = -2491925.234021
  nChanged 202
		SP:Iteration 35Q (3255.610000 sec): 3 clusters
  Score: Raw -2495270.373267 + Penalty 3239.831835 = -2492030.541433
  nChanged 213
		SP:Iteration 36Q (3255.890000 sec): 3 clusters
  Score: Raw -2495379.700914 + Penalty 3239.831835 = -2492139.869080
  nChanged 199
		SP:Iteration 37Q (3256.140000 sec): 3 clusters
  Score: Raw -2495514.348439 + Penalty 3239.831835 = -2492274.516605
  nChanged 231
		SP:Iteration 38Q (3256.350000 sec): 3 clusters
  Score: Raw -2495695.173754 + Penalty 3239.831835 = -2492455.341919
  nChanged 243
		SP:Iteration 39Q (3256.590000 sec): 3 clusters
  Score: Raw -2495986.881576 + Penalty 3239.831835 = -2492747.049741
  nChanged 280
		SP:Iteration 40F (3256.840000 sec): 3 clusters
  Score: Raw -2496659.164081 + Penalty 3239.831835 = -2493419.332247
  nChanged 402
		SP:Iteration 41Q (3257.120000 sec): 3 clusters
  Score: Raw -2498018.848373 + Penalty 3239.831835 = -2494779.016538
  nChanged 351
		SP:Iteration 42Q (3257.350000 sec): 3 clusters
  Score: Raw -2499008.178284 + Penalty 3239.831835 = -2495768.346450
  nChanged 276
		SP:Iteration 43Q (3257.590000 sec): 3 clusters
  Score: Raw -2499639.208355 + Penalty 3239.831835 = -2496399.376520
  nChanged 212
		SP:Iteration 44Q (3257.800000 sec): 3 clusters
  Score: Raw -2500047.919948 + Penalty 3239.831835 = -2496808.088113
  nChanged 156
		SP:Iteration 45Q (3258.120000 sec): 3 clusters
  Score: Raw -2500269.389655 + Penalty 3239.831835 = -2497029.557820
  nChanged 118
		SP:Iteration 46Q (3258.350000 sec): 3 clusters
  Score: Raw -2500373.761419 + Penalty 3239.831835 = -2497133.929584
  nChanged 75
		SP:Iteration 47Q (3258.620000 sec): 3 clusters
  Score: Raw -2500421.349224 + Penalty 3239.831835 = -2497181.517389
  nChanged 46
		SP:Iteration 48Q (3258.850000 sec): 3 clusters
  Score: Raw -2500442.040870 + Penalty 3239.831835 = -2497202.209035
  nChanged 29
		SP:Iteration 49Q (3259.180000 sec): 3 clusters
  Score: Raw -2500451.651193 + Penalty 3239.831835 = -2497211.819359
  nChanged 28
		SP:Iteration 50Q (3259.440000 sec): 3 clusters
  Score: Raw -2500458.639524 + Penalty 3239.831835 = -2497218.807690
  nChanged 11
		SP:Iteration 51Q (3259.720000 sec): 3 clusters
  Score: Raw -2500460.854327 + Penalty 3239.831835 = -2497221.022493
  nChanged 12
		SP:Iteration 52Q (3260.000000 sec): 3 clusters
  Score: Raw -2500463.075659 + Penalty 3239.831835 = -2497223.243824
  nChanged 13
		SP:Iteration 53Q (3260.330000 sec): 3 clusters
  Score: Raw -2500465.758023 + Penalty 3239.831835 = -2497225.926188
  nChanged 6
		SP:Iteration 54Q (3260.650000 sec): 3 clusters
  Score: Raw -2500466.681028 + Penalty 3239.831835 = -2497226.849194
  nChanged 3
		SP:Iteration 55Q (3260.880000 sec): 3 clusters
  Score: Raw -2500467.093484 + Penalty 3239.831835 = -2497227.261649
  nChanged 4
		SP:Iteration 56Q (3261.160000 sec): 3 clusters
  Score: Raw -2500467.561473 + Penalty 3239.831835 = -2497227.729638
  nChanged 1
		SP:Iteration 57Q (3261.420000 sec): 3 clusters
  Score: Raw -2500467.653882 + Penalty 3239.831835 = -2497227.822047
  nChanged 1
		SP:Iteration 58Q (3261.700000 sec): 3 clusters
  Score: Raw -2500467.740781 + Penalty 3239.831835 = -2497227.908947
  nChanged 2
		SP:Iteration 59Q (3261.980000 sec): 3 clusters
  Score: Raw -2500467.956780 + Penalty 3239.831835 = -2497228.124946
  nChanged 2
		SP:Iteration 60F (3262.270000 sec): 3 clusters
  Score: Raw -2500468.104328 + Penalty 3239.831835 = -2497228.272493
  nChanged 1
		SP:Iteration 61Q (3262.580000 sec): 3 clusters
  Score: Raw -2500468.129407 + Penalty 3239.831835 = -2497228.297572
  nChanged 0
		SP:Iteration 62F (3262.850000 sec): 3 clusters
  Score: Raw -2500468.129407 + Penalty 3239.831835 = -2497228.297572
  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 6.56 GB.

 Trying to split cluster 36 (39429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3263.120000 sec): 2 clusters
  Score: Raw -4421698.429816 + Penalty 1719.616741 = -4419978.813075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3263.530000 sec): 3 clusters
  Score: Raw -4397009.945108 + Penalty 3439.233481 = -4393570.711626
  nChanged 18380
		SP:Iteration 1F (3263.940000 sec): 3 clusters
  Score: Raw -4408371.553212 + Penalty 3439.233481 = -4404932.319731
  nChanged 2872
		SP:Iteration 2F (3264.320000 sec): 3 clusters
  Score: Raw -4410778.861941 + Penalty 3439.233481 = -4407339.628460
  nChanged 3345
		SP:Iteration 3F (3264.680000 sec): 3 clusters
  Score: Raw -4413606.349985 + Penalty 3439.233481 = -4410167.116504
  nChanged 3429
		SP:Iteration 4F (3265.120000 sec): 3 clusters
  Score: Raw -4416244.069153 + Penalty 3439.233481 = -4412804.835672
  nChanged 3034
		SP:Iteration 5F (3265.510000 sec): 3 clusters
  Score: Raw -4418427.455801 + Penalty 3439.233481 = -4414988.222320
  nChanged 2454
		SP:Iteration 6F (3265.900000 sec): 3 clusters
  Score: Raw -4420175.273383 + Penalty 3439.233481 = -4416736.039902
  nChanged 1855
		SP:Iteration 7Q (3266.280000 sec): 3 clusters
  Score: Raw -4421274.104895 + Penalty 3439.233481 = -4417834.871414
  nChanged 1327
		SP:Iteration 8Q (3266.600000 sec): 3 clusters
  Score: Raw -4421916.658325 + Penalty 3439.233481 = -4418477.424843
  nChanged 1072
		SP:Iteration 9Q (3267.000000 sec): 3 clusters
  Score: Raw -4422412.192462 + Penalty 3439.233481 = -4418972.958981
  nChanged 921
		SP:Iteration 10Q (3267.400000 sec): 3 clusters
  Score: Raw -4422827.888907 + Penalty 3439.233481 = -4419388.655426
  nChanged 793
		SP:Iteration 11Q (3267.810000 sec): 3 clusters
  Score: Raw -4423176.439595 + Penalty 3439.233481 = -4419737.206114
  nChanged 739
		SP:Iteration 12Q (3268.180000 sec): 3 clusters
  Score: Raw -4423492.585779 + Penalty 3439.233481 = -4420053.352298
  nChanged 627
		SP:Iteration 13Q (3268.510000 sec): 3 clusters
  Score: Raw -4423755.332865 + Penalty 3439.233481 = -4420316.099384
  nChanged 575
		SP:Iteration 14Q (3268.910000 sec): 3 clusters
  Score: Raw -4424001.119899 + Penalty 3439.233481 = -4420561.886418
  nChanged 451
		SP:Iteration 15Q (3269.350000 sec): 3 clusters
  Score: Raw -4424182.752763 + Penalty 3439.233481 = -4420743.519281
  nChanged 361
		SP:Iteration 16Q (3269.730000 sec): 3 clusters
  Score: Raw -4424316.439196 + Penalty 3439.233481 = -4420877.205715
  nChanged 274
		SP:Iteration 17Q (3270.110000 sec): 3 clusters
  Score: Raw -4424408.493149 + Penalty 3439.233481 = -4420969.259668
  nChanged 219
		SP:Iteration 18Q (3270.450000 sec): 3 clusters
  Score: Raw -4424483.651014 + Penalty 3439.233481 = -4421044.417533
  nChanged 191
		SP:Iteration 19Q (3270.850000 sec): 3 clusters
  Score: Raw -4424546.015340 + Penalty 3439.233481 = -4421106.781859
  nChanged 172
		SP:Iteration 20F (3271.300000 sec): 3 clusters
  Score: Raw -4424607.674077 + Penalty 3439.233481 = -4421168.440596
  nChanged 151
		SP:Iteration 21Q (3271.740000 sec): 3 clusters
  Score: Raw -4424654.863537 + Penalty 3439.233481 = -4421215.630056
  nChanged 132
		SP:Iteration 22Q (3272.090000 sec): 3 clusters
  Score: Raw -4424698.498039 + Penalty 3439.233481 = -4421259.264557
  nChanged 136
		SP:Iteration 23Q (3272.440000 sec): 3 clusters
  Score: Raw -4424739.793794 + Penalty 3439.233481 = -4421300.560313
  nChanged 120
		SP:Iteration 24Q (3272.900000 sec): 3 clusters
  Score: Raw -4424781.279283 + Penalty 3439.233481 = -4421342.045802
  nChanged 135
		SP:Iteration 25Q (3273.310000 sec): 3 clusters
  Score: Raw -4424821.732395 + Penalty 3439.233481 = -4421382.498914
  nChanged 112
		SP:Iteration 26Q (3273.710000 sec): 3 clusters
  Score: Raw -4424850.096250 + Penalty 3439.233481 = -4421410.862769
  nChanged 94
		SP:Iteration 27Q (3274.070000 sec): 3 clusters
  Score: Raw -4424872.817763 + Penalty 3439.233481 = -4421433.584282
  nChanged 75
		SP:Iteration 28Q (3274.440000 sec): 3 clusters
  Score: Raw -4424889.665868 + Penalty 3439.233481 = -4421450.432387
  nChanged 74
		SP:Iteration 29Q (3274.820000 sec): 3 clusters
  Score: Raw -4424904.555500 + Penalty 3439.233481 = -4421465.322019
  nChanged 61
		SP:Iteration 30Q (3275.310000 sec): 3 clusters
  Score: Raw -4424920.998378 + Penalty 3439.233481 = -4421481.764897
  nChanged 61
		SP:Iteration 31Q (3275.690000 sec): 3 clusters
  Score: Raw -4424936.101455 + Penalty 3439.233481 = -4421496.867974
  nChanged 54
		SP:Iteration 32Q (3276.020000 sec): 3 clusters
  Score: Raw -4424944.374998 + Penalty 3439.233481 = -4421505.141517
  nChanged 33
		SP:Iteration 33Q (3276.350000 sec): 3 clusters
  Score: Raw -4424949.172508 + Penalty 3439.233481 = -4421509.939027
  nChanged 33
		SP:Iteration 34Q (3276.750000 sec): 3 clusters
  Score: Raw -4424953.959379 + Penalty 3439.233481 = -4421514.725897
  nChanged 33
		SP:Iteration 35Q (3277.210000 sec): 3 clusters
  Score: Raw -4424958.390253 + Penalty 3439.233481 = -4421519.156771
  nChanged 28
		SP:Iteration 36Q (3277.600000 sec): 3 clusters
  Score: Raw -4424961.457848 + Penalty 3439.233481 = -4421522.224367
  nChanged 21
		SP:Iteration 37Q (3277.930000 sec): 3 clusters
  Score: Raw -4424962.715310 + Penalty 3439.233481 = -4421523.481829
  nChanged 11
		SP:Iteration 38Q (3278.270000 sec): 3 clusters
  Score: Raw -4424963.328053 + Penalty 3439.233481 = -4421524.094572
  nChanged 8
		SP:Iteration 39Q (3278.670000 sec): 3 clusters
  Score: Raw -4424963.746816 + Penalty 3439.233481 = -4421524.513335
  nChanged 3
		SP:Iteration 40F (3279.110000 sec): 3 clusters
  Score: Raw -4424963.856012 + Penalty 3439.233481 = -4421524.622531
  nChanged 4
		SP:Iteration 41Q (3279.520000 sec): 3 clusters
  Score: Raw -4424963.977611 + Penalty 3439.233481 = -4421524.744130
  nChanged 5
		SP:Iteration 42Q (3279.900000 sec): 3 clusters
  Score: Raw -4424964.248125 + Penalty 3439.233481 = -4421525.014644
  nChanged 4
		SP:Iteration 43Q (3280.240000 sec): 3 clusters
  Score: Raw -4424964.542031 + Penalty 3439.233481 = -4421525.308550
  nChanged 4
		SP:Iteration 44Q (3280.580000 sec): 3 clusters
  Score: Raw -4424964.776649 + Penalty 3439.233481 = -4421525.543167
  nChanged 5
		SP:Iteration 45Q (3280.970000 sec): 3 clusters
  Score: Raw -4424965.055873 + Penalty 3439.233481 = -4421525.822392
  nChanged 5
		SP:Iteration 46Q (3281.360000 sec): 3 clusters
  Score: Raw -4424965.260229 + Penalty 3439.233481 = -4421526.026748
  nChanged 3
		SP:Iteration 47Q (3281.740000 sec): 3 clusters
  Score: Raw -4424965.366877 + Penalty 3439.233481 = -4421526.133396
  nChanged 3
		SP:Iteration 48Q (3282.140000 sec): 3 clusters
  Score: Raw -4424965.490445 + Penalty 3439.233481 = -4421526.256964
  nChanged 3
		SP:Iteration 49Q (3282.540000 sec): 3 clusters
  Score: Raw -4424965.599749 + Penalty 3439.233481 = -4421526.366268
  nChanged 2
		SP:Iteration 50Q (3283.000000 sec): 3 clusters
  Score: Raw -4424965.668288 + Penalty 3439.233481 = -4421526.434807
  nChanged 2
		SP:Iteration 51Q (3283.330000 sec): 3 clusters
  Score: Raw -4424965.735954 + Penalty 3439.233481 = -4421526.502473
  nChanged 0
		SP:Iteration 52F (3283.720000 sec): 3 clusters
  Score: Raw -4424965.735954 + Penalty 3439.233481 = -4421526.502473
  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 6.56 GB.

 Trying to split cluster 37 (8892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3283.870000 sec): 2 clusters
  Score: Raw -1005089.164079 + Penalty 1477.597432 = -1003611.566647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3284.050000 sec): 3 clusters
  Score: Raw -1000147.718429 + Penalty 2955.194864 = -997192.523565
  nChanged 3802
		SP:Iteration 1F (3284.220000 sec): 3 clusters
  Score: Raw -1003071.799016 + Penalty 2955.194864 = -1000116.604151
  nChanged 905
		SP:Iteration 2F (3284.390000 sec): 3 clusters
  Score: Raw -1004025.324287 + Penalty 2955.194864 = -1001070.129422
  nChanged 815
		SP:Iteration 3F (3284.640000 sec): 3 clusters
  Score: Raw -1004711.873722 + Penalty 2955.194864 = -1001756.678857
  nChanged 612
		SP:Iteration 4F (3284.820000 sec): 3 clusters
  Score: Raw -1005141.303117 + Penalty 2955.194864 = -1002186.108253
  nChanged 445
		SP:Iteration 5F (3285.070000 sec): 3 clusters
  Score: Raw -1005440.008630 + Penalty 2955.194864 = -1002484.813766
  nChanged 344
		SP:Iteration 6Q (3285.190000 sec): 3 clusters
  Score: Raw -1005663.698920 + Penalty 2955.194864 = -1002708.504055
  nChanged 297
		SP:Iteration 7Q (3285.390000 sec): 3 clusters
  Score: Raw -1005822.023097 + Penalty 2955.194864 = -1002866.828233
  nChanged 229
		SP:Iteration 8Q (3285.640000 sec): 3 clusters
  Score: Raw -1005932.897559 + Penalty 2955.194864 = -1002977.702694
  nChanged 205
		SP:Iteration 9Q (3285.780000 sec): 3 clusters
  Score: Raw -1006014.420889 + Penalty 2955.194864 = -1003059.226024
  nChanged 181
		SP:Iteration 10Q (3285.960000 sec): 3 clusters
  Score: Raw -1006083.305992 + Penalty 2955.194864 = -1003128.111128
  nChanged 147
		SP:Iteration 11Q (3286.140000 sec): 3 clusters
  Score: Raw -1006132.337999 + Penalty 2955.194864 = -1003177.143135
  nChanged 119
		SP:Iteration 12Q (3286.310000 sec): 3 clusters
  Score: Raw -1006167.041621 + Penalty 2955.194864 = -1003211.846757
  nChanged 89
		SP:Iteration 13Q (3286.480000 sec): 3 clusters
  Score: Raw -1006188.651010 + Penalty 2955.194864 = -1003233.456145
  nChanged 63
		SP:Iteration 14Q (3286.690000 sec): 3 clusters
  Score: Raw -1006202.592427 + Penalty 2955.194864 = -1003247.397562
  nChanged 56
		SP:Iteration 15Q (3286.940000 sec): 3 clusters
  Score: Raw -1006211.925877 + Penalty 2955.194864 = -1003256.731013
  nChanged 32
		SP:Iteration 16Q (3287.160000 sec): 3 clusters
  Score: Raw -1006217.477511 + Penalty 2955.194864 = -1003262.282646
  nChanged 27
		SP:Iteration 17Q (3287.320000 sec): 3 clusters
  Score: Raw -1006221.087529 + Penalty 2955.194864 = -1003265.892665
  nChanged 12
		SP:Iteration 18Q (3287.540000 sec): 3 clusters
  Score: Raw -1006222.338206 + Penalty 2955.194864 = -1003267.143342
  nChanged 7
		SP:Iteration 19Q (3287.700000 sec): 3 clusters
  Score: Raw -1006223.314810 + Penalty 2955.194864 = -1003268.119945
  nChanged 14
		SP:Iteration 20F (3287.880000 sec): 3 clusters
  Score: Raw -1006225.868640 + Penalty 2955.194864 = -1003270.673776
  nChanged 12
		SP:Iteration 21Q (3288.010000 sec): 3 clusters
  Score: Raw -1006228.108946 + Penalty 2955.194864 = -1003272.914082
  nChanged 16
		SP:Iteration 22Q (3288.180000 sec): 3 clusters
  Score: Raw -1006229.961633 + Penalty 2955.194864 = -1003274.766769
  nChanged 11
		SP:Iteration 23Q (3288.360000 sec): 3 clusters
  Score: Raw -1006231.065156 + Penalty 2955.194864 = -1003275.870292
  nChanged 8
		SP:Iteration 24Q (3288.540000 sec): 3 clusters
  Score: Raw -1006232.135720 + Penalty 2955.194864 = -1003276.940855
  nChanged 5
		SP:Iteration 25Q (3288.720000 sec): 3 clusters
  Score: Raw -1006232.541014 + Penalty 2955.194864 = -1003277.346150
  nChanged 2
		SP:Iteration 26Q (3288.960000 sec): 3 clusters
  Score: Raw -1006232.618675 + Penalty 2955.194864 = -1003277.423811
  nChanged 1
		SP:Iteration 27Q (3289.210000 sec): 3 clusters
  Score: Raw -1006232.700098 + Penalty 2955.194864 = -1003277.505234
  nChanged 2
		SP:Iteration 28Q (3289.380000 sec): 3 clusters
  Score: Raw -1006232.935025 + Penalty 2955.194864 = -1003277.740160
  nChanged 1
		SP:Iteration 29Q (3289.600000 sec): 3 clusters
  Score: Raw -1006232.998444 + Penalty 2955.194864 = -1003277.803579
  nChanged 1
		SP:Iteration 30Q (3289.810000 sec): 3 clusters
  Score: Raw -1006233.079781 + Penalty 2955.194864 = -1003277.884917
  nChanged 2
		SP:Iteration 31Q (3289.990000 sec): 3 clusters
  Score: Raw -1006233.202894 + Penalty 2955.194864 = -1003278.008029
  nChanged 2
		SP:Iteration 32Q (3290.130000 sec): 3 clusters
  Score: Raw -1006233.417120 + Penalty 2955.194864 = -1003278.222255
  nChanged 1
		SP:Iteration 33Q (3290.320000 sec): 3 clusters
  Score: Raw -1006233.522341 + Penalty 2955.194864 = -1003278.327476
  nChanged 3
		SP:Iteration 34Q (3290.500000 sec): 3 clusters
  Score: Raw -1006233.758405 + Penalty 2955.194864 = -1003278.563541
  nChanged 2
		SP:Iteration 35Q (3290.670000 sec): 3 clusters
  Score: Raw -1006233.858609 + Penalty 2955.194864 = -1003278.663745
  nChanged 1
		SP:Iteration 36Q (3290.910000 sec): 3 clusters
  Score: Raw -1006233.981509 + Penalty 2955.194864 = -1003278.786644
  nChanged 1
		SP:Iteration 37Q (3291.070000 sec): 3 clusters
  Score: Raw -1006234.056914 + Penalty 2955.194864 = -1003278.862049
  nChanged 0
		SP:Iteration 38F (3291.220000 sec): 3 clusters
  Score: Raw -1006234.056914 + Penalty 2955.194864 = -1003278.862049
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (23552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3291.410000 sec): 2 clusters
  Score: Raw -2737863.356286 + Penalty 1635.881978 = -2736227.474307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3291.690000 sec): 3 clusters
  Score: Raw -2723681.523432 + Penalty 3271.763957 = -2720409.759475
  nChanged 10799
		SP:Iteration 1F (3292.030000 sec): 3 clusters
  Score: Raw -2730395.406409 + Penalty 3271.763957 = -2727123.642452
  nChanged 1562
		SP:Iteration 2F (3292.350000 sec): 3 clusters
  Score: Raw -2731260.973065 + Penalty 3271.763957 = -2727989.209108
  nChanged 1573
		SP:Iteration 3F (3292.650000 sec): 3 clusters
  Score: Raw -2732227.556390 + Penalty 3271.763957 = -2728955.792433
  nChanged 1628
		SP:Iteration 4F (3292.960000 sec): 3 clusters
  Score: Raw -2733383.108513 + Penalty 3271.763957 = -2730111.344556
  nChanged 1710
		SP:Iteration 5F (3293.260000 sec): 3 clusters
  Score: Raw -2734879.759618 + Penalty 3271.763957 = -2731607.995661
  nChanged 1748
		SP:Iteration 6F (3293.560000 sec): 3 clusters
  Score: Raw -2736455.262073 + Penalty 3271.763957 = -2733183.498116
  nChanged 1636
		SP:Iteration 7F (3293.870000 sec): 3 clusters
  Score: Raw -2737928.845713 + Penalty 3271.763957 = -2734657.081756
  nChanged 1338
		SP:Iteration 8F (3294.100000 sec): 3 clusters
  Score: Raw -2738929.986880 + Penalty 3271.763957 = -2735658.222923
  nChanged 1022
		SP:Iteration 9Q (3294.360000 sec): 3 clusters
  Score: Raw -2739505.503100 + Penalty 3271.763957 = -2736233.739143
  nChanged 739
		SP:Iteration 10Q (3294.660000 sec): 3 clusters
  Score: Raw -2739816.733574 + Penalty 3271.763957 = -2736544.969617
  nChanged 501
		SP:Iteration 11Q (3295.030000 sec): 3 clusters
  Score: Raw -2740001.629467 + Penalty 3271.763957 = -2736729.865510
  nChanged 416
		SP:Iteration 12Q (3295.300000 sec): 3 clusters
  Score: Raw -2740141.989596 + Penalty 3271.763957 = -2736870.225639
  nChanged 381
		SP:Iteration 13Q (3295.670000 sec): 3 clusters
  Score: Raw -2740255.364957 + Penalty 3271.763957 = -2736983.601000
  nChanged 335
		SP:Iteration 14Q (3295.910000 sec): 3 clusters
  Score: Raw -2740360.056755 + Penalty 3271.763957 = -2737088.292798
  nChanged 285
		SP:Iteration 15Q (3296.200000 sec): 3 clusters
  Score: Raw -2740436.591280 + Penalty 3271.763957 = -2737164.827323
  nChanged 250
		SP:Iteration 16Q (3296.470000 sec): 3 clusters
  Score: Raw -2740521.128165 + Penalty 3271.763957 = -2737249.364208
  nChanged 250
		SP:Iteration 17Q (3296.770000 sec): 3 clusters
  Score: Raw -2740598.028516 + Penalty 3271.763957 = -2737326.264559
  nChanged 244
		SP:Iteration 18Q (3297.030000 sec): 3 clusters
  Score: Raw -2740664.152824 + Penalty 3271.763957 = -2737392.388867
  nChanged 195
		SP:Iteration 19Q (3297.380000 sec): 3 clusters
  Score: Raw -2740700.486725 + Penalty 3271.763957 = -2737428.722768
  nChanged 137
		SP:Iteration 20F (3297.670000 sec): 3 clusters
  Score: Raw -2740726.126634 + Penalty 3271.763957 = -2737454.362677
  nChanged 116
		SP:Iteration 21Q (3297.990000 sec): 3 clusters
  Score: Raw -2740741.218328 + Penalty 3271.763957 = -2737469.454371
  nChanged 104
		SP:Iteration 22Q (3298.310000 sec): 3 clusters
  Score: Raw -2740752.780227 + Penalty 3271.763957 = -2737481.016270
  nChanged 86
		SP:Iteration 23Q (3298.550000 sec): 3 clusters
  Score: Raw -2740763.115113 + Penalty 3271.763957 = -2737491.351156
  nChanged 74
		SP:Iteration 24Q (3298.800000 sec): 3 clusters
  Score: Raw -2740771.529268 + Penalty 3271.763957 = -2737499.765311
  nChanged 57
		SP:Iteration 25Q (3299.110000 sec): 3 clusters
  Score: Raw -2740777.594257 + Penalty 3271.763957 = -2737505.830300
  nChanged 50
		SP:Iteration 26Q (3299.430000 sec): 3 clusters
  Score: Raw -2740781.969766 + Penalty 3271.763957 = -2737510.205809
  nChanged 40
		SP:Iteration 27Q (3299.740000 sec): 3 clusters
  Score: Raw -2740785.452817 + Penalty 3271.763957 = -2737513.688860
  nChanged 31
		SP:Iteration 28Q (3300.060000 sec): 3 clusters
  Score: Raw -2740788.085825 + Penalty 3271.763957 = -2737516.321868
  nChanged 29
		SP:Iteration 29Q (3300.320000 sec): 3 clusters
  Score: Raw -2740790.188023 + Penalty 3271.763957 = -2737518.424066
  nChanged 35
		SP:Iteration 30Q (3300.660000 sec): 3 clusters
  Score: Raw -2740793.463302 + Penalty 3271.763957 = -2737521.699345
  nChanged 29
		SP:Iteration 31Q (3300.970000 sec): 3 clusters
  Score: Raw -2740797.176352 + Penalty 3271.763957 = -2737525.412395
  nChanged 33
		SP:Iteration 32Q (3301.230000 sec): 3 clusters
  Score: Raw -2740801.162923 + Penalty 3271.763957 = -2737529.398966
  nChanged 38
		SP:Iteration 33Q (3301.570000 sec): 3 clusters
  Score: Raw -2740804.921697 + Penalty 3271.763957 = -2737533.157740
  nChanged 37
		SP:Iteration 34Q (3301.810000 sec): 3 clusters
  Score: Raw -2740809.042738 + Penalty 3271.763957 = -2737537.278781
  nChanged 37
		SP:Iteration 35Q (3302.050000 sec): 3 clusters
  Score: Raw -2740813.026051 + Penalty 3271.763957 = -2737541.262094
  nChanged 36
		SP:Iteration 36Q (3302.360000 sec): 3 clusters
  Score: Raw -2740816.704907 + Penalty 3271.763957 = -2737544.940950
  nChanged 29
		SP:Iteration 37Q (3302.620000 sec): 3 clusters
  Score: Raw -2740818.944123 + Penalty 3271.763957 = -2737547.180166
  nChanged 20
		SP:Iteration 38Q (3302.910000 sec): 3 clusters
  Score: Raw -2740820.064103 + Penalty 3271.763957 = -2737548.300146
  nChanged 15
		SP:Iteration 39Q (3303.250000 sec): 3 clusters
  Score: Raw -2740821.187038 + Penalty 3271.763957 = -2737549.423081
  nChanged 21
		SP:Iteration 40F (3303.500000 sec): 3 clusters
  Score: Raw -2740822.596664 + Penalty 3271.763957 = -2737550.832707
  nChanged 14
		SP:Iteration 41Q (3303.820000 sec): 3 clusters
  Score: Raw -2740823.507972 + Penalty 3271.763957 = -2737551.744015
  nChanged 6
		SP:Iteration 42Q (3304.100000 sec): 3 clusters
  Score: Raw -2740823.845602 + Penalty 3271.763957 = -2737552.081645
  nChanged 4
		SP:Iteration 43Q (3304.380000 sec): 3 clusters
  Score: Raw -2740824.112403 + Penalty 3271.763957 = -2737552.348446
  nChanged 3
		SP:Iteration 44Q (3304.700000 sec): 3 clusters
  Score: Raw -2740824.283612 + Penalty 3271.763957 = -2737552.519655
  nChanged 6
		SP:Iteration 45Q (3304.970000 sec): 3 clusters
  Score: Raw -2740824.494117 + Penalty 3271.763957 = -2737552.730160
  nChanged 3
		SP:Iteration 46Q (3305.300000 sec): 3 clusters
  Score: Raw -2740824.653145 + Penalty 3271.763957 = -2737552.889188
  nChanged 3
		SP:Iteration 47Q (3305.550000 sec): 3 clusters
  Score: Raw -2740824.809259 + Penalty 3271.763957 = -2737553.045302
  nChanged 1
		SP:Iteration 48Q (3305.870000 sec): 3 clusters
  Score: Raw -2740824.974531 + Penalty 3271.763957 = -2737553.210574
  nChanged 1
		SP:Iteration 49Q (3306.190000 sec): 3 clusters
  Score: Raw -2740825.019342 + Penalty 3271.763957 = -2737553.255385
  nChanged 0
		SP:Iteration 50F (3306.470000 sec): 3 clusters
  Score: Raw -2740825.019342 + Penalty 3271.763957 = -2737553.255385
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Iteration 59Q (3415.040000 sec): 65 clusters
  Score: Raw -106003098.702366 + Penalty 142699.038637 = -105860399.663729
  nChanged 21309
Iteration 60F (3568.170000 sec): 65 clusters
  Score: Raw -106021636.606826 + Penalty 142699.038637 = -105878937.568190
  nChanged 17616
Iteration 61Q (3656.630000 sec): 65 clusters
  Score: Raw -106029715.856039 + Penalty 142699.038637 = -105887016.817402
  nChanged 10474
Iteration 62Q (3725.630000 sec): 65 clusters
  Score: Raw -106033269.407671 + Penalty 142699.038637 = -105890570.369035
  nChanged 7779
Iteration 63Q (3778.890000 sec): 65 clusters
  Score: Raw -106035410.088661 + Penalty 142699.038637 = -105892711.050024
  nChanged 6286
Iteration 64Q (3834.170000 sec): 65 clusters
  Score: Raw -106036884.911424 + Penalty 142699.038637 = -105894185.872787
  nChanged 5331
Iteration 65Q (3895.750000 sec): 65 clusters
  Score: Raw -106038079.719215 + Penalty 142699.038637 = -105895380.680578
  nChanged 4565
Iteration 66Q (3952.910000 sec): 65 clusters
  Score: Raw -106039121.225928 + Penalty 142699.038637 = -105896422.187291
  nChanged 4162
Iteration 67Q (4012.060000 sec): 65 clusters
  Score: Raw -106040347.596022 + Penalty 142699.038637 = -105897648.557385
  nChanged 3973
Iteration 68Q (4065.750000 sec): 65 clusters
  Score: Raw -106041888.297744 + Penalty 142699.038637 = -105899189.259107
  nChanged 3563
Iteration 69Q (4119.060000 sec): 65 clusters
  Score: Raw -106042940.345665 + Penalty 142699.038637 = -105900241.307028
  nChanged 3209
Iteration 70Q (4169.140000 sec): 65 clusters
  Score: Raw -106043570.206648 + Penalty 142699.038637 = -105900871.168012
  nChanged 2800
Iteration 71Q (4220.910000 sec): 65 clusters
  Score: Raw -106044090.234381 + Penalty 142699.038637 = -105901391.195744
  nChanged 2586
Iteration 72Q (4276.380000 sec): 65 clusters
  Score: Raw -106044522.264454 + Penalty 142699.038637 = -105901823.225818
  nChanged 2400
Iteration 73Q (4332.950000 sec): 65 clusters
  Score: Raw -106044896.953391 + Penalty 142699.038637 = -105902197.914754
  nChanged 2187
Iteration 74Q (4385.980000 sec): 65 clusters
  Score: Raw -106045191.886937 + Penalty 142699.038637 = -105902492.848300
  nChanged 1960
Iteration 75Q (4441.970000 sec): 65 clusters
  Score: Raw -106045451.195758 + Penalty 142699.038637 = -105902752.157122
  nChanged 1813
Iteration 76Q (4499.330000 sec): 65 clusters
  Score: Raw -106045712.897830 + Penalty 142699.038637 = -105903013.859193
  nChanged 1742
Iteration 77Q (4558.620000 sec): 65 clusters
  Score: Raw -106045943.574967 + Penalty 142699.038637 = -105903244.536331
  nChanged 1646
Iteration 78Q (4607.580000 sec): 65 clusters
  Score: Raw -106046174.980464 + Penalty 142699.038637 = -105903475.941827
  nChanged 1550
Iteration 79Q (4670.450000 sec): 65 clusters
  Score: Raw -106046387.259355 + Penalty 142699.038637 = -105903688.220719
  nChanged 1397
Iteration 80F (4768.780000 sec): 65 clusters
  Score: Raw -106047257.225080 + Penalty 142699.038637 = -105904558.186443
  nChanged 1447
Iteration 81Q (4831.040000 sec): 65 clusters
  Score: Raw -106048729.476051 + Penalty 142699.038637 = -105906030.437415
  nChanged 1621
Iteration 82Q (4889.280000 sec): 65 clusters
  Score: Raw -106049918.447883 + Penalty 142699.038637 = -105907219.409246
  nChanged 1647
Iteration 83Q (4951.930000 sec): 65 clusters
  Score: Raw -106050559.905455 + Penalty 142699.038637 = -105907860.866818
  nChanged 1561
Iteration 84Q (5011.280000 sec): 65 clusters
  Score: Raw -106050978.036585 + Penalty 142699.038637 = -105908278.997948
  nChanged 1443
Iteration 85Q (5093.630000 sec): 65 clusters
  Score: Raw -106051301.347370 + Penalty 142699.038637 = -105908602.308733
  nChanged 1317
Iteration 86Q (5144.510000 sec): 65 clusters
  Score: Raw -106051530.215077 + Penalty 142699.038637 = -105908831.176441
  nChanged 1280
Iteration 87Q (5211.360000 sec): 65 clusters
  Score: Raw -106051731.625246 + Penalty 142699.038637 = -105909032.586609
  nChanged 1257
Iteration 88Q (5285.240000 sec): 65 clusters
  Score: Raw -106051925.893483 + Penalty 142699.038637 = -105909226.854846
  nChanged 1251
Iteration 89Q (5360.060000 sec): 65 clusters
  Score: Raw -106052120.520102 + Penalty 142699.038637 = -105909421.481466
  nChanged 1249
Iteration 90Q (5415.640000 sec): 65 clusters
  Score: Raw -106052320.961898 + Penalty 142699.038637 = -105909621.923262
  nChanged 1215
Iteration 91Q (5468.020000 sec): 65 clusters
  Score: Raw -106052535.659895 + Penalty 142699.038637 = -105909836.621259
  nChanged 1272
Iteration 92Q (5594.290000 sec): 65 clusters
  Score: Raw -106052785.025099 + Penalty 142699.038637 = -105910085.986463
  nChanged 1281
Iteration 93Q (5717.860000 sec): 65 clusters
  Score: Raw -106053071.428313 + Penalty 142699.038637 = -105910372.389676
  nChanged 1278
Iteration 94Q (5847.580000 sec): 65 clusters
  Score: Raw -106053376.942067 + Penalty 142699.038637 = -105910677.903431
  nChanged 1282
Iteration 95Q (5965.200000 sec): 65 clusters
  Score: Raw -106053677.152326 + Penalty 142699.038637 = -105910978.113689
  nChanged 1323
Iteration 96Q (6086.300000 sec): 65 clusters
  Score: Raw -106054024.999999 + Penalty 142699.038637 = -105911325.961362
  nChanged 1244
Iteration 97Q (6203.790000 sec): 65 clusters
  Score: Raw -106054345.253728 + Penalty 142699.038637 = -105911646.215091
  nChanged 1222
Iteration 98Q (6324.980000 sec): 65 clusters
  Score: Raw -106054589.465013 + Penalty 142699.038637 = -105911890.426376
  nChanged 1099
Writing temp clu file 
Because OldScore, -105911646.215091, is greater than current (better) Score,-105911890.426376 
 Compute initial score before splitting:   Score: Raw -106054589.465013 + Penalty 142699.038637 = -105911890.426376
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (3625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6325.480000 sec): 2 clusters
  Score: Raw -391923.589951 + Penalty 1331.786555 = -390591.803396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6325.630000 sec): 3 clusters
  Score: Raw -390173.574935 + Penalty 2663.573109 = -387510.001826
  nChanged 1469
		SP:Iteration 1F (6325.790000 sec): 3 clusters
  Score: Raw -391304.596265 + Penalty 2663.573109 = -388641.023155
  nChanged 353
		SP:Iteration 2F (6325.960000 sec): 3 clusters
  Score: Raw -391758.804484 + Penalty 2663.573109 = -389095.231374
  nChanged 303
		SP:Iteration 3F (6326.140000 sec): 3 clusters
  Score: Raw -392292.140543 + Penalty 2663.573109 = -389628.567433
  nChanged 284
		SP:Iteration 4F (6326.310000 sec): 3 clusters
  Score: Raw -392733.433328 + Penalty 2663.573109 = -390069.860219
  nChanged 245
		SP:Iteration 5F (6326.450000 sec): 3 clusters
  Score: Raw -393082.701234 + Penalty 2663.573109 = -390419.128125
  nChanged 200
		SP:Iteration 6F (6326.620000 sec): 3 clusters
  Score: Raw -393331.389312 + Penalty 2663.573109 = -390667.816202
  nChanged 139
		SP:Iteration 7Q (6326.760000 sec): 3 clusters
  Score: Raw -393470.400934 + Penalty 2663.573109 = -390806.827825
  nChanged 95
		SP:Iteration 8Q (6326.900000 sec): 3 clusters
  Score: Raw -393558.987719 + Penalty 2663.573109 = -390895.414609
  nChanged 68
		SP:Iteration 9Q (6327.040000 sec): 3 clusters
  Score: Raw -393608.303750 + Penalty 2663.573109 = -390944.730641
  nChanged 42
		SP:Iteration 10Q (6327.200000 sec): 3 clusters
  Score: Raw -393632.650578 + Penalty 2663.573109 = -390969.077469
  nChanged 38
		SP:Iteration 11Q (6327.380000 sec): 3 clusters
  Score: Raw -393667.833121 + Penalty 2663.573109 = -391004.260012
  nChanged 43
		SP:Iteration 12Q (6327.600000 sec): 3 clusters
  Score: Raw -393739.221613 + Penalty 2663.573109 = -391075.648504
  nChanged 41
		SP:Iteration 13Q (6327.750000 sec): 3 clusters
  Score: Raw -393801.386847 + Penalty 2663.573109 = -391137.813737
  nChanged 30
		SP:Iteration 14Q (6327.880000 sec): 3 clusters
  Score: Raw -393834.712595 + Penalty 2663.573109 = -391171.139486
  nChanged 43
		SP:Iteration 15Q (6328.040000 sec): 3 clusters
  Score: Raw -393857.825957 + Penalty 2663.573109 = -391194.252847
  nChanged 28
		SP:Iteration 16Q (6328.200000 sec): 3 clusters
  Score: Raw -393874.225126 + Penalty 2663.573109 = -391210.652017
  nChanged 20
		SP:Iteration 17Q (6328.360000 sec): 3 clusters
  Score: Raw -393885.507981 + Penalty 2663.573109 = -391221.934872
  nChanged 21
		SP:Iteration 18Q (6328.520000 sec): 3 clusters
  Score: Raw -393899.642159 + Penalty 2663.573109 = -391236.069050
  nChanged 17
		SP:Iteration 19Q (6328.710000 sec): 3 clusters
  Score: Raw -393913.013683 + Penalty 2663.573109 = -391249.440574
  nChanged 20
		SP:Iteration 20F (6328.860000 sec): 3 clusters
  Score: Raw -393935.796162 + Penalty 2663.573109 = -391272.223053
  nChanged 27
		SP:Iteration 21Q (6329.030000 sec): 3 clusters
  Score: Raw -393957.771579 + Penalty 2663.573109 = -391294.198470
  nChanged 18
		SP:Iteration 22Q (6329.200000 sec): 3 clusters
  Score: Raw -393967.068008 + Penalty 2663.573109 = -391303.494899
  nChanged 18
		SP:Iteration 23Q (6329.270000 sec): 3 clusters
  Score: Raw -393978.043263 + Penalty 2663.573109 = -391314.470154
  nChanged 19
		SP:Iteration 24Q (6329.330000 sec): 3 clusters
  Score: Raw -393990.849034 + Penalty 2663.573109 = -391327.275924
  nChanged 11
		SP:Iteration 25Q (6329.400000 sec): 3 clusters
  Score: Raw -393995.065622 + Penalty 2663.573109 = -391331.492513
  nChanged 6
		SP:Iteration 26Q (6329.450000 sec): 3 clusters
  Score: Raw -393997.197387 + Penalty 2663.573109 = -391333.624277
  nChanged 5
		SP:Iteration 27Q (6329.510000 sec): 3 clusters
  Score: Raw -393999.773821 + Penalty 2663.573109 = -391336.200712
  nChanged 6
		SP:Iteration 28Q (6329.570000 sec): 3 clusters
  Score: Raw -394001.791993 + Penalty 2663.573109 = -391338.218884
  nChanged 2
		SP:Iteration 29Q (6329.640000 sec): 3 clusters
  Score: Raw -394002.573145 + Penalty 2663.573109 = -391339.000035
  nChanged 2
		SP:Iteration 30Q (6329.700000 sec): 3 clusters
  Score: Raw -394003.683523 + Penalty 2663.573109 = -391340.110414
  nChanged 4
		SP:Iteration 31Q (6329.760000 sec): 3 clusters
  Score: Raw -394006.291210 + Penalty 2663.573109 = -391342.718101
  nChanged 2
		SP:Iteration 32Q (6329.820000 sec): 3 clusters
  Score: Raw -394006.572071 + Penalty 2663.573109 = -391342.998962
  nChanged 1
		SP:Iteration 33Q (6329.880000 sec): 3 clusters
  Score: Raw -394006.752474 + Penalty 2663.573109 = -391343.179364
  nChanged 1
		SP:Iteration 34Q (6329.950000 sec): 3 clusters
  Score: Raw -394007.329846 + Penalty 2663.573109 = -391343.756736
  nChanged 2
		SP:Iteration 35Q (6330.010000 sec): 3 clusters
  Score: Raw -394007.841158 + Penalty 2663.573109 = -391344.268048
  nChanged 1
		SP:Iteration 36Q (6330.070000 sec): 3 clusters
  Score: Raw -394008.012927 + Penalty 2663.573109 = -391344.439818
  nChanged 1
		SP:Iteration 37Q (6330.130000 sec): 3 clusters
  Score: Raw -394008.199559 + Penalty 2663.573109 = -391344.626449
  nChanged 1
		SP:Iteration 38Q (6330.190000 sec): 3 clusters
  Score: Raw -394008.247078 + Penalty 2663.573109 = -391344.673969
  nChanged 0
		SP:Iteration 39F (6330.260000 sec): 3 clusters
  Score: Raw -394008.247078 + Penalty 2663.573109 = -391344.673969
  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 6.56 GB.

 Trying to split cluster 2 (2641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6330.450000 sec): 2 clusters
  Score: Raw -310737.765506 + Penalty 1280.323348 = -309457.442158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6330.600000 sec): 3 clusters
  Score: Raw -309520.516939 + Penalty 2560.646696 = -306959.870243
  nChanged 973
		SP:Iteration 1F (6330.770000 sec): 3 clusters
  Score: Raw -310089.189314 + Penalty 2560.646696 = -307528.542617
  nChanged 199
		SP:Iteration 2F (6330.950000 sec): 3 clusters
  Score: Raw -310222.503655 + Penalty 2560.646696 = -307661.856959
  nChanged 149
		SP:Iteration 3F (6331.140000 sec): 3 clusters
  Score: Raw -310311.751623 + Penalty 2560.646696 = -307751.104926
  nChanged 105
		SP:Iteration 4Q (6331.290000 sec): 3 clusters
  Score: Raw -310379.096557 + Penalty 2560.646696 = -307818.449861
  nChanged 83
		SP:Iteration 5Q (6331.470000 sec): 3 clusters
  Score: Raw -310433.942929 + Penalty 2560.646696 = -307873.296232
  nChanged 77
		SP:Iteration 6Q (6331.610000 sec): 3 clusters
  Score: Raw -310496.087585 + Penalty 2560.646696 = -307935.440888
  nChanged 87
		SP:Iteration 7Q (6331.790000 sec): 3 clusters
  Score: Raw -310563.884085 + Penalty 2560.646696 = -308003.237389
  nChanged 89
		SP:Iteration 8Q (6331.930000 sec): 3 clusters
  Score: Raw -310638.666931 + Penalty 2560.646696 = -308078.020234
  nChanged 97
		SP:Iteration 9Q (6332.100000 sec): 3 clusters
  Score: Raw -310732.457501 + Penalty 2560.646696 = -308171.810805
  nChanged 107
		SP:Iteration 10Q (6332.270000 sec): 3 clusters
  Score: Raw -310849.652351 + Penalty 2560.646696 = -308289.005655
  nChanged 106
		SP:Iteration 11Q (6332.450000 sec): 3 clusters
  Score: Raw -310958.894084 + Penalty 2560.646696 = -308398.247388
  nChanged 99
		SP:Iteration 12Q (6332.590000 sec): 3 clusters
  Score: Raw -311099.850134 + Penalty 2560.646696 = -308539.203438
  nChanged 95
		SP:Iteration 13Q (6332.720000 sec): 3 clusters
  Score: Raw -311268.975511 + Penalty 2560.646696 = -308708.328815
  nChanged 97
		SP:Iteration 14Q (6332.870000 sec): 3 clusters
  Score: Raw -311488.422994 + Penalty 2560.646696 = -308927.776297
  nChanged 94
		SP:Iteration 15Q (6333.030000 sec): 3 clusters
  Score: Raw -311705.556482 + Penalty 2560.646696 = -309144.909785
  nChanged 94
		SP:Iteration 16Q (6333.190000 sec): 3 clusters
  Score: Raw -311842.441894 + Penalty 2560.646696 = -309281.795197
  nChanged 60
		SP:Iteration 17Q (6333.360000 sec): 3 clusters
  Score: Raw -311919.670787 + Penalty 2560.646696 = -309359.024091
  nChanged 40
		SP:Iteration 18Q (6333.460000 sec): 3 clusters
  Score: Raw -311952.564319 + Penalty 2560.646696 = -309391.917623
  nChanged 19
		SP:Iteration 19Q (6333.650000 sec): 3 clusters
  Score: Raw -311967.065177 + Penalty 2560.646696 = -309406.418480
  nChanged 14
		SP:Iteration 20F (6333.820000 sec): 3 clusters
  Score: Raw -311974.475232 + Penalty 2560.646696 = -309413.828536
  nChanged 7
		SP:Iteration 21Q (6334.010000 sec): 3 clusters
  Score: Raw -311977.285062 + Penalty 2560.646696 = -309416.638366
  nChanged 2
		SP:Iteration 22Q (6334.150000 sec): 3 clusters
  Score: Raw -311977.910464 + Penalty 2560.646696 = -309417.263768
  nChanged 0
		SP:Iteration 23F (6334.290000 sec): 3 clusters
  Score: Raw -311977.910464 + Penalty 2560.646696 = -309417.263768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (50440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6334.870000 sec): 2 clusters
  Score: Raw -6250086.465286 + Penalty 1759.637716 = -6248326.827570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6335.310000 sec): 3 clusters
  Score: Raw -6218135.524001 + Penalty 3519.275432 = -6214616.248570
  nChanged 23654
		SP:Iteration 1F (6335.730000 sec): 3 clusters
  Score: Raw -6231482.954015 + Penalty 3519.275432 = -6227963.678584
  nChanged 1941
		SP:Iteration 2Q (6336.140000 sec): 3 clusters
  Score: Raw -6232025.477229 + Penalty 3519.275432 = -6228506.201797
  nChanged 2028
		SP:Iteration 3Q (6336.560000 sec): 3 clusters
  Score: Raw -6232734.641909 + Penalty 3519.275432 = -6229215.366477
  nChanged 2399
		SP:Iteration 4Q (6336.960000 sec): 3 clusters
  Score: Raw -6233836.010781 + Penalty 3519.275432 = -6230316.735349
  nChanged 3012
		SP:Iteration 5F (6337.410000 sec): 3 clusters
  Score: Raw -6235620.996965 + Penalty 3519.275432 = -6232101.721533
  nChanged 3722
		SP:Iteration 6F (6337.760000 sec): 3 clusters
  Score: Raw -6238444.441245 + Penalty 3519.275432 = -6234925.165813
  nChanged 4064
		SP:Iteration 7F (6338.070000 sec): 3 clusters
  Score: Raw -6241970.789326 + Penalty 3519.275432 = -6238451.513894
  nChanged 3604
		SP:Iteration 8F (6338.500000 sec): 3 clusters
  Score: Raw -6245290.691940 + Penalty 3519.275432 = -6241771.416508
  nChanged 2613
		SP:Iteration 9F (6338.900000 sec): 3 clusters
  Score: Raw -6247699.104861 + Penalty 3519.275432 = -6244179.829429
  nChanged 1490
		SP:Iteration 10Q (6339.320000 sec): 3 clusters
  Score: Raw -6248995.571721 + Penalty 3519.275432 = -6245476.296289
  nChanged 763
		SP:Iteration 11Q (6339.740000 sec): 3 clusters
  Score: Raw -6249661.185954 + Penalty 3519.275432 = -6246141.910523
  nChanged 382
		SP:Iteration 12Q (6340.170000 sec): 3 clusters
  Score: Raw -6250018.130159 + Penalty 3519.275432 = -6246498.854728
  nChanged 179
		SP:Iteration 13Q (6340.530000 sec): 3 clusters
  Score: Raw -6250178.265579 + Penalty 3519.275432 = -6246658.990147
  nChanged 120
		SP:Iteration 14Q (6340.970000 sec): 3 clusters
  Score: Raw -6250274.619717 + Penalty 3519.275432 = -6246755.344285
  nChanged 61
		SP:Iteration 15Q (6341.400000 sec): 3 clusters
  Score: Raw -6250324.342749 + Penalty 3519.275432 = -6246805.067317
  nChanged 49
		SP:Iteration 16Q (6341.800000 sec): 3 clusters
  Score: Raw -6250368.338723 + Penalty 3519.275432 = -6246849.063291
  nChanged 46
		SP:Iteration 17Q (6342.190000 sec): 3 clusters
  Score: Raw -6250407.486966 + Penalty 3519.275432 = -6246888.211534
  nChanged 27
		SP:Iteration 18Q (6342.620000 sec): 3 clusters
  Score: Raw -6250428.652909 + Penalty 3519.275432 = -6246909.377478
  nChanged 20
		SP:Iteration 19Q (6343.020000 sec): 3 clusters
  Score: Raw -6250439.355056 + Penalty 3519.275432 = -6246920.079625
  nChanged 17
		SP:Iteration 20F (6343.440000 sec): 3 clusters
  Score: Raw -6250445.788753 + Penalty 3519.275432 = -6246926.513321
  nChanged 4
		SP:Iteration 21Q (6343.860000 sec): 3 clusters
  Score: Raw -6250447.846270 + Penalty 3519.275432 = -6246928.570838
  nChanged 10
		SP:Iteration 22Q (6344.260000 sec): 3 clusters
  Score: Raw -6250452.384630 + Penalty 3519.275432 = -6246933.109199
  nChanged 10
		SP:Iteration 23Q (6344.680000 sec): 3 clusters
  Score: Raw -6250457.196575 + Penalty 3519.275432 = -6246937.921143
  nChanged 11
		SP:Iteration 24Q (6345.050000 sec): 3 clusters
  Score: Raw -6250461.324775 + Penalty 3519.275432 = -6246942.049344
  nChanged 7
		SP:Iteration 25Q (6345.490000 sec): 3 clusters
  Score: Raw -6250464.181660 + Penalty 3519.275432 = -6246944.906228
  nChanged 6
		SP:Iteration 26Q (6345.860000 sec): 3 clusters
  Score: Raw -6250466.706617 + Penalty 3519.275432 = -6246947.431185
  nChanged 8
		SP:Iteration 27Q (6346.290000 sec): 3 clusters
  Score: Raw -6250471.280072 + Penalty 3519.275432 = -6246952.004640
  nChanged 11
		SP:Iteration 28Q (6346.630000 sec): 3 clusters
  Score: Raw -6250477.456657 + Penalty 3519.275432 = -6246958.181226
  nChanged 10
		SP:Iteration 29Q (6347.060000 sec): 3 clusters
  Score: Raw -6250483.414473 + Penalty 3519.275432 = -6246964.139041
  nChanged 10
		SP:Iteration 30Q (6347.440000 sec): 3 clusters
  Score: Raw -6250488.310650 + Penalty 3519.275432 = -6246969.035219
  nChanged 8
		SP:Iteration 31Q (6347.820000 sec): 3 clusters
  Score: Raw -6250492.430235 + Penalty 3519.275432 = -6246973.154803
  nChanged 8
		SP:Iteration 32Q (6348.210000 sec): 3 clusters
  Score: Raw -6250495.884813 + Penalty 3519.275432 = -6246976.609381
  nChanged 7
		SP:Iteration 33Q (6348.590000 sec): 3 clusters
  Score: Raw -6250500.750883 + Penalty 3519.275432 = -6246981.475452
  nChanged 13
		SP:Iteration 34Q (6349.020000 sec): 3 clusters
  Score: Raw -6250508.082653 + Penalty 3519.275432 = -6246988.807221
  nChanged 10
		SP:Iteration 35Q (6349.410000 sec): 3 clusters
  Score: Raw -6250512.721919 + Penalty 3519.275432 = -6246993.446487
  nChanged 7
		SP:Iteration 36Q (6349.860000 sec): 3 clusters
  Score: Raw -6250516.310798 + Penalty 3519.275432 = -6246997.035366
  nChanged 8
		SP:Iteration 37Q (6350.220000 sec): 3 clusters
  Score: Raw -6250520.256266 + Penalty 3519.275432 = -6247000.980834
  nChanged 7
		SP:Iteration 38Q (6350.600000 sec): 3 clusters
  Score: Raw -6250523.821023 + Penalty 3519.275432 = -6247004.545592
  nChanged 5
		SP:Iteration 39Q (6351.030000 sec): 3 clusters
  Score: Raw -6250525.351150 + Penalty 3519.275432 = -6247006.075718
  nChanged 2
		SP:Iteration 40F (6351.460000 sec): 3 clusters
  Score: Raw -6250526.011537 + Penalty 3519.275432 = -6247006.736105
  nChanged 4
		SP:Iteration 41Q (6351.900000 sec): 3 clusters
  Score: Raw -6250527.871003 + Penalty 3519.275432 = -6247008.595571
  nChanged 6
		SP:Iteration 42Q (6352.330000 sec): 3 clusters
  Score: Raw -6250529.721100 + Penalty 3519.275432 = -6247010.445669
  nChanged 0
		SP:Iteration 43F (6352.820000 sec): 3 clusters
  Score: Raw -6250529.721100 + Penalty 3519.275432 = -6247010.445669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6352.960000 sec): 2 clusters
  Score: Raw -312942.729014 + Penalty 1289.067167 = -311653.661847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6353.100000 sec): 3 clusters
  Score: Raw -311684.391994 + Penalty 2578.134334 = -309106.257660
  nChanged 1085
		SP:Iteration 1F (6353.250000 sec): 3 clusters
  Score: Raw -312534.743736 + Penalty 2578.134334 = -309956.609402
  nChanged 263
		SP:Iteration 2F (6353.400000 sec): 3 clusters
  Score: Raw -312821.646595 + Penalty 2578.134334 = -310243.512261
  nChanged 209
		SP:Iteration 3F (6353.540000 sec): 3 clusters
  Score: Raw -313052.308061 + Penalty 2578.134334 = -310474.173727
  nChanged 159
		SP:Iteration 4F (6353.700000 sec): 3 clusters
  Score: Raw -313208.870595 + Penalty 2578.134334 = -310630.736261
  nChanged 116
		SP:Iteration 5Q (6353.840000 sec): 3 clusters
  Score: Raw -313320.468383 + Penalty 2578.134334 = -310742.334049
  nChanged 98
		SP:Iteration 6Q (6353.990000 sec): 3 clusters
  Score: Raw -313406.704893 + Penalty 2578.134334 = -310828.570559
  nChanged 67
		SP:Iteration 7Q (6354.150000 sec): 3 clusters
  Score: Raw -313471.855445 + Penalty 2578.134334 = -310893.721111
  nChanged 56
		SP:Iteration 8Q (6354.310000 sec): 3 clusters
  Score: Raw -313536.357033 + Penalty 2578.134334 = -310958.222699
  nChanged 45
		SP:Iteration 9Q (6354.450000 sec): 3 clusters
  Score: Raw -313584.968009 + Penalty 2578.134334 = -311006.833676
  nChanged 40
		SP:Iteration 10Q (6354.600000 sec): 3 clusters
  Score: Raw -313622.744187 + Penalty 2578.134334 = -311044.609853
  nChanged 32
		SP:Iteration 11Q (6354.750000 sec): 3 clusters
  Score: Raw -313656.361911 + Penalty 2578.134334 = -311078.227577
  nChanged 30
		SP:Iteration 12Q (6354.880000 sec): 3 clusters
  Score: Raw -313681.598762 + Penalty 2578.134334 = -311103.464428
  nChanged 20
		SP:Iteration 13Q (6355.030000 sec): 3 clusters
  Score: Raw -313696.105874 + Penalty 2578.134334 = -311117.971541
  nChanged 14
		SP:Iteration 14Q (6355.170000 sec): 3 clusters
  Score: Raw -313704.530724 + Penalty 2578.134334 = -311126.396390
  nChanged 7
		SP:Iteration 15Q (6355.320000 sec): 3 clusters
  Score: Raw -313708.582800 + Penalty 2578.134334 = -311130.448466
  nChanged 7
		SP:Iteration 16Q (6355.460000 sec): 3 clusters
  Score: Raw -313713.584326 + Penalty 2578.134334 = -311135.449992
  nChanged 6
		SP:Iteration 17Q (6355.600000 sec): 3 clusters
  Score: Raw -313716.182023 + Penalty 2578.134334 = -311138.047689
  nChanged 5
		SP:Iteration 18Q (6355.750000 sec): 3 clusters
  Score: Raw -313719.061174 + Penalty 2578.134334 = -311140.926840
  nChanged 5
		SP:Iteration 19Q (6355.890000 sec): 3 clusters
  Score: Raw -313720.649547 + Penalty 2578.134334 = -311142.515213
  nChanged 5
		SP:Iteration 20F (6356.050000 sec): 3 clusters
  Score: Raw -313722.422957 + Penalty 2578.134334 = -311144.288623
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6356.170000 sec): 2 clusters
  Score: Raw -26009.485450 + Penalty 889.243984 = -25120.241465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6356.310000 sec): 3 clusters
  Score: Raw -26289.203044 + Penalty 1778.487969 = -24510.715075
  nChanged 60
		SP:Iteration 1F (6356.450000 sec): 3 clusters
  Score: Raw -26503.205516 + Penalty 1778.487969 = -24724.717547
  nChanged 23
		SP:Iteration 2F (6356.590000 sec): 3 clusters
  Score: Raw -26626.111589 + Penalty 1778.487969 = -24847.623620
  nChanged 10
		SP:Iteration 3Q (6356.700000 sec): 3 clusters
  Score: Raw -26696.223528 + Penalty 1778.487969 = -24917.735559
  nChanged 1
		SP:Iteration 4Q (6356.840000 sec): 3 clusters
  Score: Raw -26699.110129 + Penalty 1778.487969 = -24920.622160
  nChanged 0
		SP:Iteration 5F (6356.990000 sec): 3 clusters
  Score: Raw -26699.110129 + Penalty 1778.487969 = -24920.622160
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6357.080000 sec): 2 clusters
  Score: Raw -130093.189549 + Penalty 1147.606140 = -128945.583409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6357.230000 sec): 3 clusters
  Score: Raw -129772.477983 + Penalty 2295.212280 = -127477.265702
  nChanged 400
		SP:Iteration 1F (6357.380000 sec): 3 clusters
  Score: Raw -130364.728987 + Penalty 2295.212280 = -128069.516707
  nChanged 151
		SP:Iteration 2F (6357.520000 sec): 3 clusters
  Score: Raw -130672.494443 + Penalty 2295.212280 = -128377.282163
  nChanged 114
		SP:Iteration 3F (6357.670000 sec): 3 clusters
  Score: Raw -130906.284884 + Penalty 2295.212280 = -128611.072604
  nChanged 61
		SP:Iteration 4F (6357.820000 sec): 3 clusters
  Score: Raw -131012.566429 + Penalty 2295.212280 = -128717.354148
  nChanged 31
		SP:Iteration 5Q (6357.960000 sec): 3 clusters
  Score: Raw -131061.199017 + Penalty 2295.212280 = -128765.986737
  nChanged 24
		SP:Iteration 6Q (6358.110000 sec): 3 clusters
  Score: Raw -131111.449703 + Penalty 2295.212280 = -128816.237422
  nChanged 23
		SP:Iteration 7Q (6358.260000 sec): 3 clusters
  Score: Raw -131147.984495 + Penalty 2295.212280 = -128852.772214
  nChanged 11
		SP:Iteration 8Q (6358.430000 sec): 3 clusters
  Score: Raw -131167.990461 + Penalty 2295.212280 = -128872.778181
  nChanged 8
		SP:Iteration 9Q (6358.610000 sec): 3 clusters
  Score: Raw -131180.893230 + Penalty 2295.212280 = -128885.680950
  nChanged 6
		SP:Iteration 10Q (6358.790000 sec): 3 clusters
  Score: Raw -131188.867801 + Penalty 2295.212280 = -128893.655520
  nChanged 3
		SP:Iteration 11Q (6358.940000 sec): 3 clusters
  Score: Raw -131194.156470 + Penalty 2295.212280 = -128898.944189
  nChanged 5
		SP:Iteration 12Q (6359.120000 sec): 3 clusters
  Score: Raw -131204.326664 + Penalty 2295.212280 = -128909.114384
  nChanged 8
		SP:Iteration 13Q (6359.230000 sec): 3 clusters
  Score: Raw -131216.082065 + Penalty 2295.212280 = -128920.869784
  nChanged 2
		SP:Iteration 14Q (6359.380000 sec): 3 clusters
  Score: Raw -131217.956276 + Penalty 2295.212280 = -128922.743995
  nChanged 2
		SP:Iteration 15Q (6359.510000 sec): 3 clusters
  Score: Raw -131219.835340 + Penalty 2295.212280 = -128924.623059
  nChanged 3
		SP:Iteration 16Q (6359.640000 sec): 3 clusters
  Score: Raw -131222.528679 + Penalty 2295.212280 = -128927.316398
  nChanged 1
		SP:Iteration 17Q (6359.770000 sec): 3 clusters
  Score: Raw -131224.166533 + Penalty 2295.212280 = -128928.954253
  nChanged 2
		SP:Iteration 18Q (6359.900000 sec): 3 clusters
  Score: Raw -131225.901212 + Penalty 2295.212280 = -128930.688931
  nChanged 1
		SP:Iteration 19Q (6360.040000 sec): 3 clusters
  Score: Raw -131227.118784 + Penalty 2295.212280 = -128931.906504
  nChanged 1
		SP:Iteration 20F (6360.170000 sec): 3 clusters
  Score: Raw -131227.535489 + Penalty 2295.212280 = -128932.323208
  nChanged 1
		SP:Iteration 21Q (6360.300000 sec): 3 clusters
  Score: Raw -131228.349858 + Penalty 2295.212280 = -128933.137578
  nChanged 1
		SP:Iteration 22Q (6360.430000 sec): 3 clusters
  Score: Raw -131229.143941 + Penalty 2295.212280 = -128933.931660
  nChanged 0
		SP:Iteration 23F (6360.560000 sec): 3 clusters
  Score: Raw -131229.143941 + Penalty 2295.212280 = -128933.931660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6360.690000 sec): 2 clusters
  Score: Raw -1001987.433725 + Penalty 1461.613523 = -1000525.820201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6360.940000 sec): 3 clusters
  Score: Raw -997456.395720 + Penalty 2923.227046 = -994533.168674
  nChanged 3462
		SP:Iteration 1F (6361.160000 sec): 3 clusters
  Score: Raw -999442.751842 + Penalty 2923.227046 = -996519.524796
  nChanged 552
		SP:Iteration 2F (6361.320000 sec): 3 clusters
  Score: Raw -999717.735235 + Penalty 2923.227046 = -996794.508189
  nChanged 449
		SP:Iteration 3F (6361.500000 sec): 3 clusters
  Score: Raw -999922.577028 + Penalty 2923.227046 = -996999.349981
  nChanged 392
		SP:Iteration 4Q (6361.750000 sec): 3 clusters
  Score: Raw -1000098.501923 + Penalty 2923.227046 = -997175.274877
  nChanged 344
		SP:Iteration 5Q (6361.920000 sec): 3 clusters
  Score: Raw -1000264.019833 + Penalty 2923.227046 = -997340.792786
  nChanged 356
		SP:Iteration 6Q (6362.070000 sec): 3 clusters
  Score: Raw -1000456.618209 + Penalty 2923.227046 = -997533.391163
  nChanged 353
		SP:Iteration 7Q (6362.250000 sec): 3 clusters
  Score: Raw -1000666.917914 + Penalty 2923.227046 = -997743.690868
  nChanged 348
		SP:Iteration 8Q (6362.400000 sec): 3 clusters
  Score: Raw -1000891.513946 + Penalty 2923.227046 = -997968.286899
  nChanged 343
		SP:Iteration 9Q (6362.560000 sec): 3 clusters
  Score: Raw -1001129.110646 + Penalty 2923.227046 = -998205.883599
  nChanged 306
		SP:Iteration 10Q (6362.710000 sec): 3 clusters
  Score: Raw -1001340.369550 + Penalty 2923.227046 = -998417.142503
  nChanged 245
		SP:Iteration 11Q (6362.880000 sec): 3 clusters
  Score: Raw -1001507.818150 + Penalty 2923.227046 = -998584.591104
  nChanged 214
		SP:Iteration 12Q (6363.070000 sec): 3 clusters
  Score: Raw -1001673.088198 + Penalty 2923.227046 = -998749.861152
  nChanged 181
		SP:Iteration 13Q (6363.260000 sec): 3 clusters
  Score: Raw -1001823.117217 + Penalty 2923.227046 = -998899.890171
  nChanged 132
		SP:Iteration 14Q (6363.460000 sec): 3 clusters
  Score: Raw -1001930.839903 + Penalty 2923.227046 = -999007.612856
  nChanged 108
		SP:Iteration 15Q (6363.640000 sec): 3 clusters
  Score: Raw -1002012.396164 + Penalty 2923.227046 = -999089.169117
  nChanged 82
		SP:Iteration 16Q (6363.850000 sec): 3 clusters
  Score: Raw -1002076.263820 + Penalty 2923.227046 = -999153.036774
  nChanged 71
		SP:Iteration 17Q (6364.020000 sec): 3 clusters
  Score: Raw -1002130.869699 + Penalty 2923.227046 = -999207.642652
  nChanged 51
		SP:Iteration 18Q (6364.230000 sec): 3 clusters
  Score: Raw -1002164.035091 + Penalty 2923.227046 = -999240.808044
  nChanged 36
		SP:Iteration 19Q (6364.380000 sec): 3 clusters
  Score: Raw -1002184.201415 + Penalty 2923.227046 = -999260.974369
  nChanged 32
		SP:Iteration 20F (6364.590000 sec): 3 clusters
  Score: Raw -1002202.156573 + Penalty 2923.227046 = -999278.929526
  nChanged 28
		SP:Iteration 21Q (6364.740000 sec): 3 clusters
  Score: Raw -1002216.601880 + Penalty 2923.227046 = -999293.374834
  nChanged 34
		SP:Iteration 22Q (6364.900000 sec): 3 clusters
  Score: Raw -1002234.122323 + Penalty 2923.227046 = -999310.895277
  nChanged 35
		SP:Iteration 23Q (6365.050000 sec): 3 clusters
  Score: Raw -1002252.473650 + Penalty 2923.227046 = -999329.246603
  nChanged 31
		SP:Iteration 24Q (6365.210000 sec): 3 clusters
  Score: Raw -1002265.006317 + Penalty 2923.227046 = -999341.779270
  nChanged 30
		SP:Iteration 25Q (6365.390000 sec): 3 clusters
  Score: Raw -1002278.620115 + Penalty 2923.227046 = -999355.393068
  nChanged 30
		SP:Iteration 26Q (6365.540000 sec): 3 clusters
  Score: Raw -1002293.099601 + Penalty 2923.227046 = -999369.872555
  nChanged 28
		SP:Iteration 27Q (6365.700000 sec): 3 clusters
  Score: Raw -1002312.451342 + Penalty 2923.227046 = -999389.224295
  nChanged 36
		SP:Iteration 28Q (6365.900000 sec): 3 clusters
  Score: Raw -1002336.905438 + Penalty 2923.227046 = -999413.678392
  nChanged 31
		SP:Iteration 29Q (6366.080000 sec): 3 clusters
  Score: Raw -1002356.939703 + Penalty 2923.227046 = -999433.712657
  nChanged 35
		SP:Iteration 30Q (6366.250000 sec): 3 clusters
  Score: Raw -1002386.562570 + Penalty 2923.227046 = -999463.335523
  nChanged 46
		SP:Iteration 31Q (6366.440000 sec): 3 clusters
  Score: Raw -1002416.629691 + Penalty 2923.227046 = -999493.402644
  nChanged 33
		SP:Iteration 32Q (6366.590000 sec): 3 clusters
  Score: Raw -1002439.828733 + Penalty 2923.227046 = -999516.601686
  nChanged 31
		SP:Iteration 33Q (6366.750000 sec): 3 clusters
  Score: Raw -1002463.173744 + Penalty 2923.227046 = -999539.946697
  nChanged 32
		SP:Iteration 34Q (6366.910000 sec): 3 clusters
  Score: Raw -1002487.203952 + Penalty 2923.227046 = -999563.976905
  nChanged 26
		SP:Iteration 35Q (6367.100000 sec): 3 clusters
  Score: Raw -1002499.844527 + Penalty 2923.227046 = -999576.617480
  nChanged 17
		SP:Iteration 36Q (6367.260000 sec): 3 clusters
  Score: Raw -1002507.546474 + Penalty 2923.227046 = -999584.319428
  nChanged 19
		SP:Iteration 37Q (6367.430000 sec): 3 clusters
  Score: Raw -1002516.328415 + Penalty 2923.227046 = -999593.101369
  nChanged 18
		SP:Iteration 38Q (6367.620000 sec): 3 clusters
  Score: Raw -1002525.318178 + Penalty 2923.227046 = -999602.091132
  nChanged 20
		SP:Iteration 39Q (6367.820000 sec): 3 clusters
  Score: Raw -1002537.164038 + Penalty 2923.227046 = -999613.936992
  nChanged 19
		SP:Iteration 40F (6368.010000 sec): 3 clusters
  Score: Raw -1002546.596397 + Penalty 2923.227046 = -999623.369350
  nChanged 17
		SP:Iteration 41Q (6368.200000 sec): 3 clusters
  Score: Raw -1002557.297989 + Penalty 2923.227046 = -999634.070942
  nChanged 27
		SP:Iteration 42Q (6368.450000 sec): 3 clusters
  Score: Raw -1002583.601452 + Penalty 2923.227046 = -999660.374405
  nChanged 34
		SP:Iteration 43Q (6368.620000 sec): 3 clusters
  Score: Raw -1002619.425743 + Penalty 2923.227046 = -999696.198696
  nChanged 24
		SP:Iteration 44Q (6368.800000 sec): 3 clusters
  Score: Raw -1002636.977756 + Penalty 2923.227046 = -999713.750710
  nChanged 20
		SP:Iteration 45Q (6368.960000 sec): 3 clusters
  Score: Raw -1002653.631465 + Penalty 2923.227046 = -999730.404419
  nChanged 31
		SP:Iteration 46Q (6369.120000 sec): 3 clusters
  Score: Raw -1002675.130897 + Penalty 2923.227046 = -999751.903851
  nChanged 23
		SP:Iteration 47Q (6369.280000 sec): 3 clusters
  Score: Raw -1002686.635004 + Penalty 2923.227046 = -999763.407957
  nChanged 13
		SP:Iteration 48Q (6369.500000 sec): 3 clusters
  Score: Raw -1002692.096601 + Penalty 2923.227046 = -999768.869555
  nChanged 6
		SP:Iteration 49Q (6369.680000 sec): 3 clusters
  Score: Raw -1002693.353512 + Penalty 2923.227046 = -999770.126466
  nChanged 2
		SP:Iteration 50Q (6369.860000 sec): 3 clusters
  Score: Raw -1002694.077475 + Penalty 2923.227046 = -999770.850428
  nChanged 3
		SP:Iteration 51Q (6370.030000 sec): 3 clusters
  Score: Raw -1002694.925386 + Penalty 2923.227046 = -999771.698340
  nChanged 0
		SP:Iteration 52F (6370.200000 sec): 3 clusters
  Score: Raw -1002694.925386 + Penalty 2923.227046 = -999771.698340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6370.320000 sec): 2 clusters
  Score: Raw -876009.436381 + Penalty 1440.245597 = -874569.190784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6370.490000 sec): 3 clusters
  Score: Raw -872197.398174 + Penalty 2880.491194 = -869316.906980
  nChanged 2914
		SP:Iteration 1F (6370.700000 sec): 3 clusters
  Score: Raw -873823.295269 + Penalty 2880.491194 = -870942.804075
  nChanged 501
		SP:Iteration 2F (6370.900000 sec): 3 clusters
  Score: Raw -874078.505432 + Penalty 2880.491194 = -871198.014238
  nChanged 388
		SP:Iteration 3F (6371.020000 sec): 3 clusters
  Score: Raw -874255.484972 + Penalty 2880.491194 = -871374.993778
  nChanged 307
		SP:Iteration 4Q (6371.200000 sec): 3 clusters
  Score: Raw -874429.125281 + Penalty 2880.491194 = -871548.634087
  nChanged 299
		SP:Iteration 5Q (6371.410000 sec): 3 clusters
  Score: Raw -874604.204394 + Penalty 2880.491194 = -871723.713200
  nChanged 287
		SP:Iteration 6Q (6371.560000 sec): 3 clusters
  Score: Raw -874778.130508 + Penalty 2880.491194 = -871897.639314
  nChanged 279
		SP:Iteration 7Q (6371.740000 sec): 3 clusters
  Score: Raw -874959.799260 + Penalty 2880.491194 = -872079.308066
  nChanged 282
		SP:Iteration 8Q (6371.880000 sec): 3 clusters
  Score: Raw -875129.505500 + Penalty 2880.491194 = -872249.014305
  nChanged 250
		SP:Iteration 9Q (6372.050000 sec): 3 clusters
  Score: Raw -875276.769285 + Penalty 2880.491194 = -872396.278091
  nChanged 247
		SP:Iteration 10Q (6372.240000 sec): 3 clusters
  Score: Raw -875433.989830 + Penalty 2880.491194 = -872553.498636
  nChanged 242
		SP:Iteration 11Q (6372.440000 sec): 3 clusters
  Score: Raw -875581.877096 + Penalty 2880.491194 = -872701.385902
  nChanged 210
		SP:Iteration 12Q (6372.630000 sec): 3 clusters
  Score: Raw -875712.249733 + Penalty 2880.491194 = -872831.758539
  nChanged 185
		SP:Iteration 13Q (6372.800000 sec): 3 clusters
  Score: Raw -875810.166106 + Penalty 2880.491194 = -872929.674912
  nChanged 139
		SP:Iteration 14Q (6372.970000 sec): 3 clusters
  Score: Raw -875864.952414 + Penalty 2880.491194 = -872984.461220
  nChanged 105
		SP:Iteration 15Q (6373.140000 sec): 3 clusters
  Score: Raw -875896.715114 + Penalty 2880.491194 = -873016.223920
  nChanged 70
		SP:Iteration 16Q (6373.300000 sec): 3 clusters
  Score: Raw -875914.173272 + Penalty 2880.491194 = -873033.682078
  nChanged 44
		SP:Iteration 17Q (6373.470000 sec): 3 clusters
  Score: Raw -875927.195375 + Penalty 2880.491194 = -873046.704181
  nChanged 44
		SP:Iteration 18Q (6373.640000 sec): 3 clusters
  Score: Raw -875940.160190 + Penalty 2880.491194 = -873059.668996
  nChanged 39
		SP:Iteration 19Q (6373.830000 sec): 3 clusters
  Score: Raw -875954.345882 + Penalty 2880.491194 = -873073.854687
  nChanged 48
		SP:Iteration 20F (6374.030000 sec): 3 clusters
  Score: Raw -875969.183253 + Penalty 2880.491194 = -873088.692059
  nChanged 42
		SP:Iteration 21Q (6374.200000 sec): 3 clusters
  Score: Raw -875981.625973 + Penalty 2880.491194 = -873101.134779
  nChanged 40
		SP:Iteration 22Q (6374.380000 sec): 3 clusters
  Score: Raw -875991.087026 + Penalty 2880.491194 = -873110.595832
  nChanged 32
		SP:Iteration 23Q (6374.540000 sec): 3 clusters
  Score: Raw -875999.559434 + Penalty 2880.491194 = -873119.068239
  nChanged 32
		SP:Iteration 24Q (6374.720000 sec): 3 clusters
  Score: Raw -876007.053521 + Penalty 2880.491194 = -873126.562327
  nChanged 36
		SP:Iteration 25Q (6374.940000 sec): 3 clusters
  Score: Raw -876016.030011 + Penalty 2880.491194 = -873135.538817
  nChanged 28
		SP:Iteration 26Q (6375.130000 sec): 3 clusters
  Score: Raw -876021.752214 + Penalty 2880.491194 = -873141.261020
  nChanged 23
		SP:Iteration 27Q (6375.330000 sec): 3 clusters
  Score: Raw -876025.998108 + Penalty 2880.491194 = -873145.506914
  nChanged 21
		SP:Iteration 28Q (6375.530000 sec): 3 clusters
  Score: Raw -876030.244131 + Penalty 2880.491194 = -873149.752937
  nChanged 20
		SP:Iteration 29Q (6375.750000 sec): 3 clusters
  Score: Raw -876034.011302 + Penalty 2880.491194 = -873153.520108
  nChanged 15
		SP:Iteration 30Q (6375.990000 sec): 3 clusters
  Score: Raw -876036.780472 + Penalty 2880.491194 = -873156.289278
  nChanged 16
		SP:Iteration 31Q (6376.200000 sec): 3 clusters
  Score: Raw -876040.268690 + Penalty 2880.491194 = -873159.777496
  nChanged 15
		SP:Iteration 32Q (6376.350000 sec): 3 clusters
  Score: Raw -876044.312781 + Penalty 2880.491194 = -873163.821587
  nChanged 12
		SP:Iteration 33Q (6376.540000 sec): 3 clusters
  Score: Raw -876047.292358 + Penalty 2880.491194 = -873166.801164
  nChanged 18
		SP:Iteration 34Q (6376.700000 sec): 3 clusters
  Score: Raw -876052.323319 + Penalty 2880.491194 = -873171.832125
  nChanged 28
		SP:Iteration 35Q (6376.830000 sec): 3 clusters
  Score: Raw -876059.129368 + Penalty 2880.491194 = -873178.638174
  nChanged 31
		SP:Iteration 36Q (6376.990000 sec): 3 clusters
  Score: Raw -876065.596878 + Penalty 2880.491194 = -873185.105683
  nChanged 31
		SP:Iteration 37Q (6377.200000 sec): 3 clusters
  Score: Raw -876073.793981 + Penalty 2880.491194 = -873193.302787
  nChanged 38
		SP:Iteration 38Q (6377.380000 sec): 3 clusters
  Score: Raw -876085.057887 + Penalty 2880.491194 = -873204.566693
  nChanged 32
		SP:Iteration 39Q (6377.530000 sec): 3 clusters
  Score: Raw -876095.360820 + Penalty 2880.491194 = -873214.869626
  nChanged 35
		SP:Iteration 40F (6377.700000 sec): 3 clusters
  Score: Raw -876105.808480 + Penalty 2880.491194 = -873225.317286
  nChanged 46
		SP:Iteration 41Q (6377.890000 sec): 3 clusters
  Score: Raw -876126.312596 + Penalty 2880.491194 = -873245.821402
  nChanged 46
		SP:Iteration 42Q (6378.060000 sec): 3 clusters
  Score: Raw -876140.377156 + Penalty 2880.491194 = -873259.885962
  nChanged 36
		SP:Iteration 43Q (6378.220000 sec): 3 clusters
  Score: Raw -876150.813828 + Penalty 2880.491194 = -873270.322634
  nChanged 40
		SP:Iteration 44Q (6378.390000 sec): 3 clusters
  Score: Raw -876159.534749 + Penalty 2880.491194 = -873279.043555
  nChanged 30
		SP:Iteration 45Q (6378.560000 sec): 3 clusters
  Score: Raw -876167.037388 + Penalty 2880.491194 = -873286.546194
  nChanged 21
		SP:Iteration 46Q (6378.750000 sec): 3 clusters
  Score: Raw -876171.759773 + Penalty 2880.491194 = -873291.268579
  nChanged 17
		SP:Iteration 47Q (6378.950000 sec): 3 clusters
  Score: Raw -876176.153697 + Penalty 2880.491194 = -873295.662503
  nChanged 22
		SP:Iteration 48Q (6379.100000 sec): 3 clusters
  Score: Raw -876182.032350 + Penalty 2880.491194 = -873301.541156
  nChanged 23
		SP:Iteration 49Q (6379.270000 sec): 3 clusters
  Score: Raw -876188.973564 + Penalty 2880.491194 = -873308.482370
  nChanged 22
		SP:Iteration 50Q (6379.480000 sec): 3 clusters
  Score: Raw -876195.752757 + Penalty 2880.491194 = -873315.261563
  nChanged 25
		SP:Iteration 51Q (6379.660000 sec): 3 clusters
  Score: Raw -876203.576329 + Penalty 2880.491194 = -873323.085135
  nChanged 24
		SP:Iteration 52Q (6379.840000 sec): 3 clusters
  Score: Raw -876212.792194 + Penalty 2880.491194 = -873332.300999
  nChanged 27
		SP:Iteration 53Q (6380.030000 sec): 3 clusters
  Score: Raw -876222.117667 + Penalty 2880.491194 = -873341.626473
  nChanged 31
		SP:Iteration 54Q (6380.230000 sec): 3 clusters
  Score: Raw -876230.793412 + Penalty 2880.491194 = -873350.302218
  nChanged 27
		SP:Iteration 55Q (6380.390000 sec): 3 clusters
  Score: Raw -876239.721666 + Penalty 2880.491194 = -873359.230472
  nChanged 36
		SP:Iteration 56Q (6380.580000 sec): 3 clusters
  Score: Raw -876251.543053 + Penalty 2880.491194 = -873371.051859
  nChanged 34
		SP:Iteration 57Q (6380.770000 sec): 3 clusters
  Score: Raw -876261.416433 + Penalty 2880.491194 = -873380.925239
  nChanged 35
		SP:Iteration 58Q (6380.940000 sec): 3 clusters
  Score: Raw -876270.868203 + Penalty 2880.491194 = -873390.377009
  nChanged 28
		SP:Iteration 59Q (6381.150000 sec): 3 clusters
  Score: Raw -876278.016707 + Penalty 2880.491194 = -873397.525513
  nChanged 24
		SP:Iteration 60F (6381.340000 sec): 3 clusters
  Score: Raw -876282.794929 + Penalty 2880.491194 = -873402.303734
  nChanged 21
		SP:Iteration 61Q (6381.580000 sec): 3 clusters
  Score: Raw -876286.629604 + Penalty 2880.491194 = -873406.138410
  nChanged 20
		SP:Iteration 62Q (6381.770000 sec): 3 clusters
  Score: Raw -876290.152256 + Penalty 2880.491194 = -873409.661062
  nChanged 8
		SP:Iteration 63Q (6381.940000 sec): 3 clusters
  Score: Raw -876291.397433 + Penalty 2880.491194 = -873410.906239
  nChanged 3
		SP:Iteration 64Q (6382.110000 sec): 3 clusters
  Score: Raw -876291.778211 + Penalty 2880.491194 = -873411.287017
  nChanged 3
		SP:Iteration 65Q (6382.280000 sec): 3 clusters
  Score: Raw -876291.946080 + Penalty 2880.491194 = -873411.454886
  nChanged 2
		SP:Iteration 66Q (6382.460000 sec): 3 clusters
  Score: Raw -876292.365836 + Penalty 2880.491194 = -873411.874642
  nChanged 3
		SP:Iteration 67Q (6382.670000 sec): 3 clusters
  Score: Raw -876292.695625 + Penalty 2880.491194 = -873412.204431
  nChanged 3
		SP:Iteration 68Q (6382.850000 sec): 3 clusters
  Score: Raw -876292.953804 + Penalty 2880.491194 = -873412.462609
  nChanged 1
		SP:Iteration 69Q (6383.010000 sec): 3 clusters
  Score: Raw -876293.115808 + Penalty 2880.491194 = -873412.624614
  nChanged 2
		SP:Iteration 70Q (6383.220000 sec): 3 clusters
  Score: Raw -876293.422259 + Penalty 2880.491194 = -873412.931065
  nChanged 1
		SP:Iteration 71Q (6383.360000 sec): 3 clusters
  Score: Raw -876293.560092 + Penalty 2880.491194 = -873413.068898
  nChanged 1
		SP:Iteration 72Q (6383.510000 sec): 3 clusters
  Score: Raw -876293.720086 + Penalty 2880.491194 = -873413.228892
  nChanged 2
		SP:Iteration 73Q (6383.710000 sec): 3 clusters
  Score: Raw -876294.047685 + Penalty 2880.491194 = -873413.556491
  nChanged 0
		SP:Iteration 74F (6383.920000 sec): 3 clusters
  Score: Raw -876294.047685 + Penalty 2880.491194 = -873413.556491
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (4643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6383.990000 sec): 2 clusters
  Score: Raw -533686.558599 + Penalty 1372.006348 = -532314.552251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6384.130000 sec): 3 clusters
  Score: Raw -531364.090531 + Penalty 2744.012696 = -528620.077835
  nChanged 1908
		SP:Iteration 1F (6384.300000 sec): 3 clusters
  Score: Raw -532862.221262 + Penalty 2744.012696 = -530118.208566
  nChanged 635
		SP:Iteration 2F (6384.460000 sec): 3 clusters
  Score: Raw -533997.178141 + Penalty 2744.012696 = -531253.165445
  nChanged 560
		SP:Iteration 3F (6384.610000 sec): 3 clusters
  Score: Raw -534846.795239 + Penalty 2744.012696 = -532102.782543
  nChanged 345
		SP:Iteration 4F (6384.770000 sec): 3 clusters
  Score: Raw -535183.129150 + Penalty 2744.012696 = -532439.116454
  nChanged 171
		SP:Iteration 5Q (6384.950000 sec): 3 clusters
  Score: Raw -535287.519044 + Penalty 2744.012696 = -532543.506348
  nChanged 83
		SP:Iteration 6Q (6385.090000 sec): 3 clusters
  Score: Raw -535320.190009 + Penalty 2744.012696 = -532576.177313
  nChanged 42
		SP:Iteration 7Q (6385.230000 sec): 3 clusters
  Score: Raw -535332.076671 + Penalty 2744.012696 = -532588.063975
  nChanged 16
		SP:Iteration 8Q (6385.390000 sec): 3 clusters
  Score: Raw -535336.428522 + Penalty 2744.012696 = -532592.415826
  nChanged 13
		SP:Iteration 9Q (6385.530000 sec): 3 clusters
  Score: Raw -535339.509275 + Penalty 2744.012696 = -532595.496579
  nChanged 8
		SP:Iteration 10Q (6385.750000 sec): 3 clusters
  Score: Raw -535341.290216 + Penalty 2744.012696 = -532597.277520
  nChanged 6
		SP:Iteration 11Q (6385.940000 sec): 3 clusters
  Score: Raw -535342.684105 + Penalty 2744.012696 = -532598.671409
  nChanged 4
		SP:Iteration 12Q (6386.140000 sec): 3 clusters
  Score: Raw -535343.672937 + Penalty 2744.012696 = -532599.660241
  nChanged 2
		SP:Iteration 13Q (6386.290000 sec): 3 clusters
  Score: Raw -535344.011255 + Penalty 2744.012696 = -532599.998559
  nChanged 1
		SP:Iteration 14Q (6386.450000 sec): 3 clusters
  Score: Raw -535344.110376 + Penalty 2744.012696 = -532600.097680
  nChanged 0
		SP:Iteration 15F (6386.600000 sec): 3 clusters
  Score: Raw -535344.110376 + Penalty 2744.012696 = -532600.097680
  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 6.56 GB.

 Trying to split cluster 10 (7556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6386.750000 sec): 2 clusters
  Score: Raw -887888.210843 + Penalty 1451.140800 = -886437.070043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6387.010000 sec): 3 clusters
  Score: Raw -883750.210959 + Penalty 2902.281599 = -880847.929360
  nChanged 3258
		SP:Iteration 1F (6387.140000 sec): 3 clusters
  Score: Raw -885783.897261 + Penalty 2902.281599 = -882881.615661
  nChanged 678
		SP:Iteration 2F (6387.320000 sec): 3 clusters
  Score: Raw -886490.801624 + Penalty 2902.281599 = -883588.520025
  nChanged 691
		SP:Iteration 3F (6387.500000 sec): 3 clusters
  Score: Raw -887364.318767 + Penalty 2902.281599 = -884462.037168
  nChanged 643
		SP:Iteration 4F (6387.740000 sec): 3 clusters
  Score: Raw -888127.512012 + Penalty 2902.281599 = -885225.230413
  nChanged 541
		SP:Iteration 5F (6387.880000 sec): 3 clusters
  Score: Raw -888611.678021 + Penalty 2902.281599 = -885709.396422
  nChanged 405
		SP:Iteration 6F (6388.090000 sec): 3 clusters
  Score: Raw -888920.224317 + Penalty 2902.281599 = -886017.942717
  nChanged 322
		SP:Iteration 7Q (6388.270000 sec): 3 clusters
  Score: Raw -889185.559655 + Penalty 2902.281599 = -886283.278056
  nChanged 249
		SP:Iteration 8Q (6388.480000 sec): 3 clusters
  Score: Raw -889371.470606 + Penalty 2902.281599 = -886469.189006
  nChanged 164
		SP:Iteration 9Q (6388.720000 sec): 3 clusters
  Score: Raw -889480.891245 + Penalty 2902.281599 = -886578.609646
  nChanged 125
		SP:Iteration 10Q (6388.900000 sec): 3 clusters
  Score: Raw -889538.331533 + Penalty 2902.281599 = -886636.049933
  nChanged 81
		SP:Iteration 11Q (6389.070000 sec): 3 clusters
  Score: Raw -889563.850682 + Penalty 2902.281599 = -886661.569082
  nChanged 54
		SP:Iteration 12Q (6389.240000 sec): 3 clusters
  Score: Raw -889576.956233 + Penalty 2902.281599 = -886674.674633
  nChanged 35
		SP:Iteration 13Q (6389.410000 sec): 3 clusters
  Score: Raw -889584.815572 + Penalty 2902.281599 = -886682.533972
  nChanged 27
		SP:Iteration 14Q (6389.580000 sec): 3 clusters
  Score: Raw -889590.125624 + Penalty 2902.281599 = -886687.844025
  nChanged 14
		SP:Iteration 15Q (6389.750000 sec): 3 clusters
  Score: Raw -889593.232117 + Penalty 2902.281599 = -886690.950518
  nChanged 12
		SP:Iteration 16Q (6389.930000 sec): 3 clusters
  Score: Raw -889595.595949 + Penalty 2902.281599 = -886693.314350
  nChanged 18
		SP:Iteration 17Q (6390.100000 sec): 3 clusters
  Score: Raw -889598.900249 + Penalty 2902.281599 = -886696.618650
  nChanged 16
		SP:Iteration 18Q (6390.280000 sec): 3 clusters
  Score: Raw -889601.312742 + Penalty 2902.281599 = -886699.031142
  nChanged 12
		SP:Iteration 19Q (6390.450000 sec): 3 clusters
  Score: Raw -889602.944369 + Penalty 2902.281599 = -886700.662769
  nChanged 10
		SP:Iteration 20F (6390.630000 sec): 3 clusters
  Score: Raw -889604.007051 + Penalty 2902.281599 = -886701.725452
  nChanged 10
		SP:Iteration 21Q (6390.870000 sec): 3 clusters
  Score: Raw -889605.707705 + Penalty 2902.281599 = -886703.426106
  nChanged 11
		SP:Iteration 22Q (6391.110000 sec): 3 clusters
  Score: Raw -889608.527706 + Penalty 2902.281599 = -886706.246107
  nChanged 12
		SP:Iteration 23Q (6391.250000 sec): 3 clusters
  Score: Raw -889610.041475 + Penalty 2902.281599 = -886707.759876
  nChanged 5
		SP:Iteration 24Q (6391.390000 sec): 3 clusters
  Score: Raw -889610.546241 + Penalty 2902.281599 = -886708.264642
  nChanged 2
		SP:Iteration 25Q (6391.560000 sec): 3 clusters
  Score: Raw -889610.833790 + Penalty 2902.281599 = -886708.552191
  nChanged 5
		SP:Iteration 26Q (6391.730000 sec): 3 clusters
  Score: Raw -889611.547007 + Penalty 2902.281599 = -886709.265408
  nChanged 4
		SP:Iteration 27Q (6391.900000 sec): 3 clusters
  Score: Raw -889612.279717 + Penalty 2902.281599 = -886709.998118
  nChanged 6
		SP:Iteration 28Q (6392.070000 sec): 3 clusters
  Score: Raw -889612.852605 + Penalty 2902.281599 = -886710.571005
  nChanged 0
		SP:Iteration 29F (6392.240000 sec): 3 clusters
  Score: Raw -889612.852605 + Penalty 2902.281599 = -886710.571005
  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 6.56 GB.

 Trying to split cluster 11 (4009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6392.340000 sec): 2 clusters
  Score: Raw -409701.695524 + Penalty 1348.148281 = -408353.547243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6392.500000 sec): 3 clusters
  Score: Raw -407804.784235 + Penalty 2696.296562 = -405108.487674
  nChanged 1639
		SP:Iteration 1F (6392.650000 sec): 3 clusters
  Score: Raw -409294.290318 + Penalty 2696.296562 = -406597.993756
  nChanged 446
		SP:Iteration 2F (6392.800000 sec): 3 clusters
  Score: Raw -409964.746027 + Penalty 2696.296562 = -407268.449466
  nChanged 360
		SP:Iteration 3F (6392.950000 sec): 3 clusters
  Score: Raw -410407.381763 + Penalty 2696.296562 = -407711.085201
  nChanged 246
		SP:Iteration 4F (6393.120000 sec): 3 clusters
  Score: Raw -410587.394464 + Penalty 2696.296562 = -407891.097902
  nChanged 145
		SP:Iteration 5Q (6393.340000 sec): 3 clusters
  Score: Raw -410686.778898 + Penalty 2696.296562 = -407990.482336
  nChanged 103
		SP:Iteration 6Q (6393.520000 sec): 3 clusters
  Score: Raw -410757.172911 + Penalty 2696.296562 = -408060.876349
  nChanged 90
		SP:Iteration 7Q (6393.680000 sec): 3 clusters
  Score: Raw -410807.888403 + Penalty 2696.296562 = -408111.591841
  nChanged 76
		SP:Iteration 8Q (6393.880000 sec): 3 clusters
  Score: Raw -410861.936497 + Penalty 2696.296562 = -408165.639935
  nChanged 77
		SP:Iteration 9Q (6394.020000 sec): 3 clusters
  Score: Raw -410909.601512 + Penalty 2696.296562 = -408213.304950
  nChanged 76
		SP:Iteration 10Q (6394.250000 sec): 3 clusters
  Score: Raw -410954.924705 + Penalty 2696.296562 = -408258.628143
  nChanged 63
		SP:Iteration 11Q (6394.400000 sec): 3 clusters
  Score: Raw -410995.958482 + Penalty 2696.296562 = -408299.661920
  nChanged 71
		SP:Iteration 12Q (6394.550000 sec): 3 clusters
  Score: Raw -411046.220721 + Penalty 2696.296562 = -408349.924160
  nChanged 71
		SP:Iteration 13Q (6394.690000 sec): 3 clusters
  Score: Raw -411097.962253 + Penalty 2696.296562 = -408401.665691
  nChanged 70
		SP:Iteration 14Q (6394.840000 sec): 3 clusters
  Score: Raw -411136.977513 + Penalty 2696.296562 = -408440.680952
  nChanged 54
		SP:Iteration 15Q (6394.980000 sec): 3 clusters
  Score: Raw -411162.629565 + Penalty 2696.296562 = -408466.333003
  nChanged 43
		SP:Iteration 16Q (6395.120000 sec): 3 clusters
  Score: Raw -411187.182785 + Penalty 2696.296562 = -408490.886223
  nChanged 53
		SP:Iteration 17Q (6395.270000 sec): 3 clusters
  Score: Raw -411218.858461 + Penalty 2696.296562 = -408522.561900
  nChanged 49
		SP:Iteration 18Q (6395.410000 sec): 3 clusters
  Score: Raw -411246.538052 + Penalty 2696.296562 = -408550.241490
  nChanged 55
		SP:Iteration 19Q (6395.570000 sec): 3 clusters
  Score: Raw -411301.326844 + Penalty 2696.296562 = -408605.030283
  nChanged 60
		SP:Iteration 20F (6395.730000 sec): 3 clusters
  Score: Raw -411390.070578 + Penalty 2696.296562 = -408693.774016
  nChanged 85
		SP:Iteration 21Q (6395.920000 sec): 3 clusters
  Score: Raw -411476.570800 + Penalty 2696.296562 = -408780.274239
  nChanged 76
		SP:Iteration 22Q (6396.120000 sec): 3 clusters
  Score: Raw -411533.976606 + Penalty 2696.296562 = -408837.680044
  nChanged 59
		SP:Iteration 23Q (6396.300000 sec): 3 clusters
  Score: Raw -411592.203659 + Penalty 2696.296562 = -408895.907097
  nChanged 67
		SP:Iteration 24Q (6396.480000 sec): 3 clusters
  Score: Raw -411714.338551 + Penalty 2696.296562 = -409018.041990
  nChanged 89
		SP:Iteration 25Q (6396.600000 sec): 3 clusters
  Score: Raw -411872.720478 + Penalty 2696.296562 = -409176.423916
  nChanged 79
		SP:Iteration 26Q (6396.730000 sec): 3 clusters
  Score: Raw -411964.139480 + Penalty 2696.296562 = -409267.842918
  nChanged 59
		SP:Iteration 27Q (6396.850000 sec): 3 clusters
  Score: Raw -411998.430511 + Penalty 2696.296562 = -409302.133949
  nChanged 32
		SP:Iteration 28Q (6396.980000 sec): 3 clusters
  Score: Raw -412013.620011 + Penalty 2696.296562 = -409317.323449
  nChanged 28
		SP:Iteration 29Q (6397.120000 sec): 3 clusters
  Score: Raw -412023.495718 + Penalty 2696.296562 = -409327.199157
  nChanged 18
		SP:Iteration 30Q (6397.260000 sec): 3 clusters
  Score: Raw -412031.883813 + Penalty 2696.296562 = -409335.587252
  nChanged 15
		SP:Iteration 31Q (6397.400000 sec): 3 clusters
  Score: Raw -412038.772168 + Penalty 2696.296562 = -409342.475607
  nChanged 16
		SP:Iteration 32Q (6397.540000 sec): 3 clusters
  Score: Raw -412045.292362 + Penalty 2696.296562 = -409348.995801
  nChanged 13
		SP:Iteration 33Q (6397.700000 sec): 3 clusters
  Score: Raw -412050.086133 + Penalty 2696.296562 = -409353.789571
  nChanged 10
		SP:Iteration 34Q (6397.890000 sec): 3 clusters
  Score: Raw -412060.050512 + Penalty 2696.296562 = -409363.753950
  nChanged 18
		SP:Iteration 35Q (6398.080000 sec): 3 clusters
  Score: Raw -412065.835791 + Penalty 2696.296562 = -409369.539230
  nChanged 15
		SP:Iteration 36Q (6398.240000 sec): 3 clusters
  Score: Raw -412074.114872 + Penalty 2696.296562 = -409377.818310
  nChanged 16
		SP:Iteration 37Q (6398.430000 sec): 3 clusters
  Score: Raw -412079.713505 + Penalty 2696.296562 = -409383.416944
  nChanged 16
		SP:Iteration 38Q (6398.620000 sec): 3 clusters
  Score: Raw -412085.457335 + Penalty 2696.296562 = -409389.160773
  nChanged 11
		SP:Iteration 39Q (6398.840000 sec): 3 clusters
  Score: Raw -412089.684141 + Penalty 2696.296562 = -409393.387580
  nChanged 11
		SP:Iteration 40F (6398.980000 sec): 3 clusters
  Score: Raw -412091.631766 + Penalty 2696.296562 = -409395.335204
  nChanged 4
		SP:Iteration 41Q (6399.090000 sec): 3 clusters
  Score: Raw -412092.253987 + Penalty 2696.296562 = -409395.957425
  nChanged 1
		SP:Iteration 42Q (6399.210000 sec): 3 clusters
  Score: Raw -412092.740745 + Penalty 2696.296562 = -409396.444184
  nChanged 2
		SP:Iteration 43Q (6399.320000 sec): 3 clusters
  Score: Raw -412093.628726 + Penalty 2696.296562 = -409397.332164
  nChanged 7
		SP:Iteration 44Q (6399.420000 sec): 3 clusters
  Score: Raw -412095.485571 + Penalty 2696.296562 = -409399.189010
  nChanged 5
		SP:Iteration 45Q (6399.570000 sec): 3 clusters
  Score: Raw -412096.750569 + Penalty 2696.296562 = -409400.454007
  nChanged 8
		SP:Iteration 46Q (6399.760000 sec): 3 clusters
  Score: Raw -412098.913511 + Penalty 2696.296562 = -409402.616949
  nChanged 3
		SP:Iteration 47Q (6399.920000 sec): 3 clusters
  Score: Raw -412099.697336 + Penalty 2696.296562 = -409403.400774
  nChanged 5
		SP:Iteration 48Q (6400.090000 sec): 3 clusters
  Score: Raw -412102.128914 + Penalty 2696.296562 = -409405.832353
  nChanged 10
		SP:Iteration 49Q (6400.220000 sec): 3 clusters
  Score: Raw -412103.642666 + Penalty 2696.296562 = -409407.346104
  nChanged 6
		SP:Iteration 50Q (6400.330000 sec): 3 clusters
  Score: Raw -412105.097190 + Penalty 2696.296562 = -409408.800628
  nChanged 7
		SP:Iteration 51Q (6400.550000 sec): 3 clusters
  Score: Raw -412106.431396 + Penalty 2696.296562 = -409410.134835
  nChanged 5
		SP:Iteration 52Q (6400.690000 sec): 3 clusters
  Score: Raw -412107.829329 + Penalty 2696.296562 = -409411.532767
  nChanged 1
		SP:Iteration 53Q (6400.850000 sec): 3 clusters
  Score: Raw -412108.248880 + Penalty 2696.296562 = -409411.952318
  nChanged 0
		SP:Iteration 54F (6401.040000 sec): 3 clusters
  Score: Raw -412108.248880 + Penalty 2696.296562 = -409411.952318
  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 6.56 GB.

 Trying to split cluster 12 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6401.110000 sec): 2 clusters
  Score: Raw -152754.449473 + Penalty 1164.768992 = -151589.680480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6401.260000 sec): 3 clusters
  Score: Raw -152294.942723 + Penalty 2329.537985 = -149965.404738
  nChanged 431
		SP:Iteration 1F (6401.370000 sec): 3 clusters
  Score: Raw -152596.072013 + Penalty 2329.537985 = -150266.534028
  nChanged 101
		SP:Iteration 2F (6401.500000 sec): 3 clusters
  Score: Raw -152703.356432 + Penalty 2329.537985 = -150373.818447
  nChanged 85
		SP:Iteration 3F (6401.600000 sec): 3 clusters
  Score: Raw -152854.921937 + Penalty 2329.537985 = -150525.383952
  nChanged 104
		SP:Iteration 4F (6401.710000 sec): 3 clusters
  Score: Raw -153085.560402 + Penalty 2329.537985 = -150756.022417
  nChanged 99
		SP:Iteration 5F (6401.880000 sec): 3 clusters
  Score: Raw -153233.745055 + Penalty 2329.537985 = -150904.207070
  nChanged 78
		SP:Iteration 6F (6402.000000 sec): 3 clusters
  Score: Raw -153368.762407 + Penalty 2329.537985 = -151039.224422
  nChanged 73
		SP:Iteration 7F (6402.170000 sec): 3 clusters
  Score: Raw -153468.020975 + Penalty 2329.537985 = -151138.482990
  nChanged 48
		SP:Iteration 8Q (6402.300000 sec): 3 clusters
  Score: Raw -153521.846078 + Penalty 2329.537985 = -151192.308093
  nChanged 38
		SP:Iteration 9Q (6402.420000 sec): 3 clusters
  Score: Raw -153567.355177 + Penalty 2329.537985 = -151237.817192
  nChanged 21
		SP:Iteration 10Q (6402.520000 sec): 3 clusters
  Score: Raw -153588.784688 + Penalty 2329.537985 = -151259.246704
  nChanged 12
		SP:Iteration 11Q (6402.640000 sec): 3 clusters
  Score: Raw -153600.942174 + Penalty 2329.537985 = -151271.404189
  nChanged 10
		SP:Iteration 12Q (6402.830000 sec): 3 clusters
  Score: Raw -153611.356510 + Penalty 2329.537985 = -151281.818525
  nChanged 7
		SP:Iteration 13Q (6403.010000 sec): 3 clusters
  Score: Raw -153617.219364 + Penalty 2329.537985 = -151287.681379
  nChanged 5
		SP:Iteration 14Q (6403.200000 sec): 3 clusters
  Score: Raw -153620.337478 + Penalty 2329.537985 = -151290.799493
  nChanged 1
		SP:Iteration 15Q (6403.340000 sec): 3 clusters
  Score: Raw -153621.089935 + Penalty 2329.537985 = -151291.551950
  nChanged 4
		SP:Iteration 16Q (6403.470000 sec): 3 clusters
  Score: Raw -153625.799034 + Penalty 2329.537985 = -151296.261049
  nChanged 4
		SP:Iteration 17Q (6403.630000 sec): 3 clusters
  Score: Raw -153632.549898 + Penalty 2329.537985 = -151303.011913
  nChanged 7
		SP:Iteration 18Q (6403.750000 sec): 3 clusters
  Score: Raw -153640.003889 + Penalty 2329.537985 = -151310.465904
  nChanged 4
		SP:Iteration 19Q (6403.900000 sec): 3 clusters
  Score: Raw -153643.084711 + Penalty 2329.537985 = -151313.546726
  nChanged 1
		SP:Iteration 20F (6404.000000 sec): 3 clusters
  Score: Raw -153643.399718 + Penalty 2329.537985 = -151313.861733
  nChanged 1
		SP:Iteration 21Q (6404.110000 sec): 3 clusters
  Score: Raw -153644.692700 + Penalty 2329.537985 = -151315.154715
  nChanged 2
		SP:Iteration 22Q (6404.280000 sec): 3 clusters
  Score: Raw -153646.338432 + Penalty 2329.537985 = -151316.800447
  nChanged 2
		SP:Iteration 23Q (6404.470000 sec): 3 clusters
  Score: Raw -153647.715743 + Penalty 2329.537985 = -151318.177758
  nChanged 2
		SP:Iteration 24Q (6404.590000 sec): 3 clusters
  Score: Raw -153649.352748 + Penalty 2329.537985 = -151319.814764
  nChanged 1
		SP:Iteration 25Q (6404.740000 sec): 3 clusters
  Score: Raw -153650.479024 + Penalty 2329.537985 = -151320.941039
  nChanged 1
		SP:Iteration 26Q (6404.890000 sec): 3 clusters
  Score: Raw -153650.994965 + Penalty 2329.537985 = -151321.456980
  nChanged 1
		SP:Iteration 27Q (6405.100000 sec): 3 clusters
  Score: Raw -153651.946033 + Penalty 2329.537985 = -151322.408048
  nChanged 1
		SP:Iteration 28Q (6405.260000 sec): 3 clusters
  Score: Raw -153653.154780 + Penalty 2329.537985 = -151323.616795
  nChanged 2
		SP:Iteration 29Q (6405.410000 sec): 3 clusters
  Score: Raw -153654.885119 + Penalty 2329.537985 = -151325.347134
  nChanged 1
		SP:Iteration 30Q (6405.550000 sec): 3 clusters
  Score: Raw -153655.674881 + Penalty 2329.537985 = -151326.136896
  nChanged 1
		SP:Iteration 31Q (6405.660000 sec): 3 clusters
  Score: Raw -153656.211122 + Penalty 2329.537985 = -151326.673137
  nChanged 0
		SP:Iteration 32F (6405.770000 sec): 3 clusters
  Score: Raw -153656.211122 + Penalty 2329.537985 = -151326.673137
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (8949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6405.900000 sec): 2 clusters
  Score: Raw -1049101.216612 + Penalty 1478.635774 = -1047622.580838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6406.100000 sec): 3 clusters
  Score: Raw -1044112.778861 + Penalty 2957.271549 = -1041155.507312
  nChanged 3808
		SP:Iteration 1F (6406.280000 sec): 3 clusters
  Score: Raw -1046138.064710 + Penalty 2957.271549 = -1043180.793161
  nChanged 607
		SP:Iteration 2F (6406.470000 sec): 3 clusters
  Score: Raw -1046458.920523 + Penalty 2957.271549 = -1043501.648974
  nChanged 551
		SP:Iteration 3F (6406.620000 sec): 3 clusters
  Score: Raw -1046780.456102 + Penalty 2957.271549 = -1043823.184554
  nChanged 536
		SP:Iteration 4F (6406.790000 sec): 3 clusters
  Score: Raw -1047145.684546 + Penalty 2957.271549 = -1044188.412997
  nChanged 507
		SP:Iteration 5F (6407.050000 sec): 3 clusters
  Score: Raw -1047521.153010 + Penalty 2957.271549 = -1044563.881461
  nChanged 508
		SP:Iteration 6F (6407.280000 sec): 3 clusters
  Score: Raw -1047920.110260 + Penalty 2957.271549 = -1044962.838711
  nChanged 505
		SP:Iteration 7F (6407.470000 sec): 3 clusters
  Score: Raw -1048342.792039 + Penalty 2957.271549 = -1045385.520490
  nChanged 521
		SP:Iteration 8F (6407.650000 sec): 3 clusters
  Score: Raw -1048792.731697 + Penalty 2957.271549 = -1045835.460148
  nChanged 451
		SP:Iteration 9F (6407.790000 sec): 3 clusters
  Score: Raw -1049244.632563 + Penalty 2957.271549 = -1046287.361015
  nChanged 446
		SP:Iteration 10Q (6407.910000 sec): 3 clusters
  Score: Raw -1049782.938115 + Penalty 2957.271549 = -1046825.666567
  nChanged 405
		SP:Iteration 11Q (6408.040000 sec): 3 clusters
  Score: Raw -1050340.124258 + Penalty 2957.271549 = -1047382.852709
  nChanged 339
		SP:Iteration 12Q (6408.190000 sec): 3 clusters
  Score: Raw -1050830.771810 + Penalty 2957.271549 = -1047873.500262
  nChanged 271
		SP:Iteration 13Q (6408.310000 sec): 3 clusters
  Score: Raw -1051147.454212 + Penalty 2957.271549 = -1048190.182663
  nChanged 143
		SP:Iteration 14Q (6408.480000 sec): 3 clusters
  Score: Raw -1051248.435487 + Penalty 2957.271549 = -1048291.163939
  nChanged 90
		SP:Iteration 15Q (6408.620000 sec): 3 clusters
  Score: Raw -1051291.653547 + Penalty 2957.271549 = -1048334.381998
  nChanged 36
		SP:Iteration 16Q (6408.860000 sec): 3 clusters
  Score: Raw -1051302.566812 + Penalty 2957.271549 = -1048345.295263
  nChanged 24
		SP:Iteration 17Q (6409.050000 sec): 3 clusters
  Score: Raw -1051306.235132 + Penalty 2957.271549 = -1048348.963583
  nChanged 9
		SP:Iteration 18Q (6409.260000 sec): 3 clusters
  Score: Raw -1051307.124872 + Penalty 2957.271549 = -1048349.853323
  nChanged 1
		SP:Iteration 19Q (6409.460000 sec): 3 clusters
  Score: Raw -1051307.191142 + Penalty 2957.271549 = -1048349.919593
  nChanged 2
		SP:Iteration 20F (6409.660000 sec): 3 clusters
  Score: Raw -1051307.394326 + Penalty 2957.271549 = -1048350.122777
  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 6.56 GB.

 Trying to split cluster 14 (6495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6409.830000 sec): 2 clusters
  Score: Raw -743590.757010 + Penalty 1426.553038 = -742164.203972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6410.010000 sec): 3 clusters
  Score: Raw -740054.326266 + Penalty 2853.106077 = -737201.220189
  nChanged 2704
		SP:Iteration 1F (6410.210000 sec): 3 clusters
  Score: Raw -741745.542728 + Penalty 2853.106077 = -738892.436651
  nChanged 617
		SP:Iteration 2F (6410.400000 sec): 3 clusters
  Score: Raw -742599.030306 + Penalty 2853.106077 = -739745.924229
  nChanged 665
		SP:Iteration 3F (6410.610000 sec): 3 clusters
  Score: Raw -743773.914911 + Penalty 2853.106077 = -740920.808834
  nChanged 633
		SP:Iteration 4F (6410.810000 sec): 3 clusters
  Score: Raw -744808.787367 + Penalty 2853.106077 = -741955.681290
  nChanged 480
		SP:Iteration 5F (6411.050000 sec): 3 clusters
  Score: Raw -745325.352862 + Penalty 2853.106077 = -742472.246785
  nChanged 316
		SP:Iteration 6Q (6411.230000 sec): 3 clusters
  Score: Raw -745607.553339 + Penalty 2853.106077 = -742754.447262
  nChanged 209
		SP:Iteration 7Q (6411.440000 sec): 3 clusters
  Score: Raw -745804.647034 + Penalty 2853.106077 = -742951.540957
  nChanged 144
		SP:Iteration 8Q (6411.620000 sec): 3 clusters
  Score: Raw -745955.740851 + Penalty 2853.106077 = -743102.634774
  nChanged 131
		SP:Iteration 9Q (6411.780000 sec): 3 clusters
  Score: Raw -746149.658242 + Penalty 2853.106077 = -743296.552165
  nChanged 115
		SP:Iteration 10Q (6412.000000 sec): 3 clusters
  Score: Raw -746390.406587 + Penalty 2853.106077 = -743537.300510
  nChanged 93
		SP:Iteration 11Q (6412.200000 sec): 3 clusters
  Score: Raw -746575.918725 + Penalty 2853.106077 = -743722.812648
  nChanged 67
		SP:Iteration 12Q (6412.370000 sec): 3 clusters
  Score: Raw -746671.504792 + Penalty 2853.106077 = -743818.398715
  nChanged 46
		SP:Iteration 13Q (6412.610000 sec): 3 clusters
  Score: Raw -746716.329427 + Penalty 2853.106077 = -743863.223350
  nChanged 29
		SP:Iteration 14Q (6412.780000 sec): 3 clusters
  Score: Raw -746734.991795 + Penalty 2853.106077 = -743881.885718
  nChanged 19
		SP:Iteration 15Q (6412.980000 sec): 3 clusters
  Score: Raw -746742.993709 + Penalty 2853.106077 = -743889.887633
  nChanged 12
		SP:Iteration 16Q (6413.160000 sec): 3 clusters
  Score: Raw -746746.580985 + Penalty 2853.106077 = -743893.474908
  nChanged 3
		SP:Iteration 17Q (6413.370000 sec): 3 clusters
  Score: Raw -746747.488592 + Penalty 2853.106077 = -743894.382515
  nChanged 2
		SP:Iteration 18Q (6413.530000 sec): 3 clusters
  Score: Raw -746747.891941 + Penalty 2853.106077 = -743894.785864
  nChanged 0
		SP:Iteration 19F (6413.730000 sec): 3 clusters
  Score: Raw -746747.891941 + Penalty 2853.106077 = -743894.785864
  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 6.56 GB.

 Trying to split cluster 15 (7860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6413.890000 sec): 2 clusters
  Score: Raw -907833.294797 + Penalty 1457.550556 = -906375.744240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6414.060000 sec): 3 clusters
  Score: Raw -903532.970814 + Penalty 2915.101113 = -900617.869701
  nChanged 3320
		SP:Iteration 1F (6414.220000 sec): 3 clusters
  Score: Raw -905931.128088 + Penalty 2915.101113 = -903016.026976
  nChanged 742
		SP:Iteration 2F (6414.400000 sec): 3 clusters
  Score: Raw -906692.996332 + Penalty 2915.101113 = -903777.895219
  nChanged 683
		SP:Iteration 3F (6414.550000 sec): 3 clusters
  Score: Raw -907455.392970 + Penalty 2915.101113 = -904540.291857
  nChanged 620
		SP:Iteration 4F (6414.740000 sec): 3 clusters
  Score: Raw -908030.060147 + Penalty 2915.101113 = -905114.959035
  nChanged 469
		SP:Iteration 5F (6414.920000 sec): 3 clusters
  Score: Raw -908395.684077 + Penalty 2915.101113 = -905480.582964
  nChanged 362
		SP:Iteration 6Q (6415.080000 sec): 3 clusters
  Score: Raw -908719.005791 + Penalty 2915.101113 = -905803.904678
  nChanged 318
		SP:Iteration 7Q (6415.230000 sec): 3 clusters
  Score: Raw -909001.693250 + Penalty 2915.101113 = -906086.592137
  nChanged 260
		SP:Iteration 8Q (6415.430000 sec): 3 clusters
  Score: Raw -909224.651737 + Penalty 2915.101113 = -906309.550625
  nChanged 223
		SP:Iteration 9Q (6415.660000 sec): 3 clusters
  Score: Raw -909415.790349 + Penalty 2915.101113 = -906500.689237
  nChanged 203
		SP:Iteration 10Q (6415.850000 sec): 3 clusters
  Score: Raw -909648.584938 + Penalty 2915.101113 = -906733.483825
  nChanged 199
		SP:Iteration 11Q (6416.080000 sec): 3 clusters
  Score: Raw -909887.282786 + Penalty 2915.101113 = -906972.181673
  nChanged 165
		SP:Iteration 12Q (6416.240000 sec): 3 clusters
  Score: Raw -910026.494219 + Penalty 2915.101113 = -907111.393106
  nChanged 122
		SP:Iteration 13Q (6416.430000 sec): 3 clusters
  Score: Raw -910101.452555 + Penalty 2915.101113 = -907186.351442
  nChanged 90
		SP:Iteration 14Q (6416.570000 sec): 3 clusters
  Score: Raw -910142.738151 + Penalty 2915.101113 = -907227.637038
  nChanged 72
		SP:Iteration 15Q (6416.730000 sec): 3 clusters
  Score: Raw -910168.366110 + Penalty 2915.101113 = -907253.264998
  nChanged 56
		SP:Iteration 16Q (6416.890000 sec): 3 clusters
  Score: Raw -910188.539074 + Penalty 2915.101113 = -907273.437961
  nChanged 38
		SP:Iteration 17Q (6417.150000 sec): 3 clusters
  Score: Raw -910201.202285 + Penalty 2915.101113 = -907286.101173
  nChanged 30
		SP:Iteration 18Q (6417.290000 sec): 3 clusters
  Score: Raw -910211.986558 + Penalty 2915.101113 = -907296.885445
  nChanged 20
		SP:Iteration 19Q (6417.510000 sec): 3 clusters
  Score: Raw -910218.420256 + Penalty 2915.101113 = -907303.319143
  nChanged 20
		SP:Iteration 20F (6417.710000 sec): 3 clusters
  Score: Raw -910225.183544 + Penalty 2915.101113 = -907310.082431
  nChanged 14
		SP:Iteration 21Q (6417.900000 sec): 3 clusters
  Score: Raw -910227.828626 + Penalty 2915.101113 = -907312.727514
  nChanged 11
		SP:Iteration 22Q (6418.060000 sec): 3 clusters
  Score: Raw -910230.305971 + Penalty 2915.101113 = -907315.204858
  nChanged 13
		SP:Iteration 23Q (6418.280000 sec): 3 clusters
  Score: Raw -910232.567314 + Penalty 2915.101113 = -907317.466201
  nChanged 10
		SP:Iteration 24Q (6418.490000 sec): 3 clusters
  Score: Raw -910234.316982 + Penalty 2915.101113 = -907319.215869
  nChanged 8
		SP:Iteration 25Q (6418.600000 sec): 3 clusters
  Score: Raw -910235.284697 + Penalty 2915.101113 = -907320.183585
  nChanged 6
		SP:Iteration 26Q (6418.820000 sec): 3 clusters
  Score: Raw -910236.329489 + Penalty 2915.101113 = -907321.228376
  nChanged 8
		SP:Iteration 27Q (6419.010000 sec): 3 clusters
  Score: Raw -910237.807087 + Penalty 2915.101113 = -907322.705974
  nChanged 6
		SP:Iteration 28Q (6419.180000 sec): 3 clusters
  Score: Raw -910238.968638 + Penalty 2915.101113 = -907323.867525
  nChanged 7
		SP:Iteration 29Q (6419.370000 sec): 3 clusters
  Score: Raw -910239.766473 + Penalty 2915.101113 = -907324.665360
  nChanged 5
		SP:Iteration 30Q (6419.620000 sec): 3 clusters
  Score: Raw -910240.247773 + Penalty 2915.101113 = -907325.146660
  nChanged 3
		SP:Iteration 31Q (6419.790000 sec): 3 clusters
  Score: Raw -910240.459159 + Penalty 2915.101113 = -907325.358046
  nChanged 0
		SP:Iteration 32F (6419.950000 sec): 3 clusters
  Score: Raw -910240.459159 + Penalty 2915.101113 = -907325.358046
  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 6.56 GB.

 Trying to split cluster 16 (20801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6420.130000 sec): 2 clusters
  Score: Raw -2493129.080634 + Penalty 1615.697905 = -2491513.382728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6420.410000 sec): 3 clusters
  Score: Raw -2480564.300260 + Penalty 3231.395811 = -2477332.904450
  nChanged 9417
		SP:Iteration 1F (6420.710000 sec): 3 clusters
  Score: Raw -2485852.676073 + Penalty 3231.395811 = -2482621.280262
  nChanged 1167
		SP:Iteration 2F (6421.010000 sec): 3 clusters
  Score: Raw -2486369.514120 + Penalty 3231.395811 = -2483138.118309
  nChanged 1080
		SP:Iteration 3F (6421.290000 sec): 3 clusters
  Score: Raw -2486932.822807 + Penalty 3231.395811 = -2483701.426996
  nChanged 1112
		SP:Iteration 4F (6421.540000 sec): 3 clusters
  Score: Raw -2487564.056061 + Penalty 3231.395811 = -2484332.660250
  nChanged 1119
		SP:Iteration 5F (6421.810000 sec): 3 clusters
  Score: Raw -2488290.716694 + Penalty 3231.395811 = -2485059.320883
  nChanged 1107
		SP:Iteration 6F (6422.070000 sec): 3 clusters
  Score: Raw -2488995.176333 + Penalty 3231.395811 = -2485763.780522
  nChanged 1058
		SP:Iteration 7F (6422.340000 sec): 3 clusters
  Score: Raw -2489683.250240 + Penalty 3231.395811 = -2486451.854429
  nChanged 1007
		SP:Iteration 8Q (6422.590000 sec): 3 clusters
  Score: Raw -2490306.529180 + Penalty 3231.395811 = -2487075.133369
  nChanged 908
		SP:Iteration 9Q (6422.900000 sec): 3 clusters
  Score: Raw -2490798.289304 + Penalty 3231.395811 = -2487566.893493
  nChanged 766
		SP:Iteration 10Q (6423.120000 sec): 3 clusters
  Score: Raw -2491126.108096 + Penalty 3231.395811 = -2487894.712285
  nChanged 589
		SP:Iteration 11Q (6423.380000 sec): 3 clusters
  Score: Raw -2491319.985646 + Penalty 3231.395811 = -2488088.589835
  nChanged 454
		SP:Iteration 12Q (6423.620000 sec): 3 clusters
  Score: Raw -2491439.444329 + Penalty 3231.395811 = -2488208.048518
  nChanged 343
		SP:Iteration 13Q (6423.920000 sec): 3 clusters
  Score: Raw -2491521.185929 + Penalty 3231.395811 = -2488289.790118
  nChanged 282
		SP:Iteration 14Q (6424.200000 sec): 3 clusters
  Score: Raw -2491584.064352 + Penalty 3231.395811 = -2488352.668541
  nChanged 261
		SP:Iteration 15Q (6424.440000 sec): 3 clusters
  Score: Raw -2491640.314261 + Penalty 3231.395811 = -2488408.918450
  nChanged 217
		SP:Iteration 16Q (6424.710000 sec): 3 clusters
  Score: Raw -2491690.872163 + Penalty 3231.395811 = -2488459.476352
  nChanged 216
		SP:Iteration 17Q (6424.990000 sec): 3 clusters
  Score: Raw -2491738.023828 + Penalty 3231.395811 = -2488506.628017
  nChanged 182
		SP:Iteration 18Q (6425.230000 sec): 3 clusters
  Score: Raw -2491773.896917 + Penalty 3231.395811 = -2488542.501106
  nChanged 170
		SP:Iteration 19Q (6425.510000 sec): 3 clusters
  Score: Raw -2491803.804672 + Penalty 3231.395811 = -2488572.408861
  nChanged 154
		SP:Iteration 20F (6425.800000 sec): 3 clusters
  Score: Raw -2491827.281343 + Penalty 3231.395811 = -2488595.885532
  nChanged 128
		SP:Iteration 21Q (6426.040000 sec): 3 clusters
  Score: Raw -2491847.121592 + Penalty 3231.395811 = -2488615.725781
  nChanged 149
		SP:Iteration 22Q (6426.270000 sec): 3 clusters
  Score: Raw -2491878.340679 + Penalty 3231.395811 = -2488646.944868
  nChanged 163
		SP:Iteration 23Q (6426.550000 sec): 3 clusters
  Score: Raw -2491909.834989 + Penalty 3231.395811 = -2488678.439178
  nChanged 139
		SP:Iteration 24Q (6426.840000 sec): 3 clusters
  Score: Raw -2491934.634537 + Penalty 3231.395811 = -2488703.238726
  nChanged 131
		SP:Iteration 25Q (6427.070000 sec): 3 clusters
  Score: Raw -2491957.945500 + Penalty 3231.395811 = -2488726.549689
  nChanged 133
		SP:Iteration 26Q (6427.330000 sec): 3 clusters
  Score: Raw -2491982.981034 + Penalty 3231.395811 = -2488751.585223
  nChanged 128
		SP:Iteration 27Q (6427.540000 sec): 3 clusters
  Score: Raw -2492012.494097 + Penalty 3231.395811 = -2488781.098286
  nChanged 149
		SP:Iteration 28Q (6427.820000 sec): 3 clusters
  Score: Raw -2492045.414181 + Penalty 3231.395811 = -2488814.018370
  nChanged 151
		SP:Iteration 29Q (6428.100000 sec): 3 clusters
  Score: Raw -2492080.874439 + Penalty 3231.395811 = -2488849.478628
  nChanged 159
		SP:Iteration 30Q (6428.340000 sec): 3 clusters
  Score: Raw -2492119.094251 + Penalty 3231.395811 = -2488887.698440
  nChanged 158
		SP:Iteration 31Q (6428.600000 sec): 3 clusters
  Score: Raw -2492163.519899 + Penalty 3231.395811 = -2488932.124088
  nChanged 182
		SP:Iteration 32Q (6428.840000 sec): 3 clusters
  Score: Raw -2492210.658733 + Penalty 3231.395811 = -2488979.262922
  nChanged 169
		SP:Iteration 33Q (6429.100000 sec): 3 clusters
  Score: Raw -2492256.560843 + Penalty 3231.395811 = -2489025.165032
  nChanged 160
		SP:Iteration 34Q (6429.360000 sec): 3 clusters
  Score: Raw -2492293.450382 + Penalty 3231.395811 = -2489062.054571
  nChanged 144
		SP:Iteration 35Q (6429.630000 sec): 3 clusters
  Score: Raw -2492324.555806 + Penalty 3231.395811 = -2489093.159995
  nChanged 126
		SP:Iteration 36Q (6429.880000 sec): 3 clusters
  Score: Raw -2492354.459058 + Penalty 3231.395811 = -2489123.063247
  nChanged 143
		SP:Iteration 37Q (6430.130000 sec): 3 clusters
  Score: Raw -2492387.997274 + Penalty 3231.395811 = -2489156.601463
  nChanged 153
		SP:Iteration 38Q (6430.380000 sec): 3 clusters
  Score: Raw -2492423.850228 + Penalty 3231.395811 = -2489192.454418
  nChanged 130
		SP:Iteration 39Q (6430.650000 sec): 3 clusters
  Score: Raw -2492452.021271 + Penalty 3231.395811 = -2489220.625460
  nChanged 130
		SP:Iteration 40F (6430.900000 sec): 3 clusters
  Score: Raw -2492482.723473 + Penalty 3231.395811 = -2489251.327662
  nChanged 143
		SP:Iteration 41Q (6431.140000 sec): 3 clusters
  Score: Raw -2492517.057608 + Penalty 3231.395811 = -2489285.661797
  nChanged 141
		SP:Iteration 42Q (6431.390000 sec): 3 clusters
  Score: Raw -2492554.219889 + Penalty 3231.395811 = -2489322.824078
  nChanged 142
		SP:Iteration 43Q (6431.710000 sec): 3 clusters
  Score: Raw -2492587.752489 + Penalty 3231.395811 = -2489356.356678
  nChanged 123
		SP:Iteration 44Q (6431.980000 sec): 3 clusters
  Score: Raw -2492619.187183 + Penalty 3231.395811 = -2489387.791372
  nChanged 120
		SP:Iteration 45Q (6432.270000 sec): 3 clusters
  Score: Raw -2492657.369480 + Penalty 3231.395811 = -2489425.973669
  nChanged 138
		SP:Iteration 46Q (6432.520000 sec): 3 clusters
  Score: Raw -2492699.953496 + Penalty 3231.395811 = -2489468.557685
  nChanged 132
		SP:Iteration 47Q (6432.790000 sec): 3 clusters
  Score: Raw -2492742.799593 + Penalty 3231.395811 = -2489511.403782
  nChanged 126
		SP:Iteration 48Q (6433.040000 sec): 3 clusters
  Score: Raw -2492781.606759 + Penalty 3231.395811 = -2489550.210948
  nChanged 112
		SP:Iteration 49Q (6433.300000 sec): 3 clusters
  Score: Raw -2492821.904090 + Penalty 3231.395811 = -2489590.508279
  nChanged 128
		SP:Iteration 50Q (6433.550000 sec): 3 clusters
  Score: Raw -2492867.775816 + Penalty 3231.395811 = -2489636.380005
  nChanged 129
		SP:Iteration 51Q (6433.780000 sec): 3 clusters
  Score: Raw -2492915.837029 + Penalty 3231.395811 = -2489684.441219
  nChanged 122
		SP:Iteration 52Q (6434.100000 sec): 3 clusters
  Score: Raw -2492966.213570 + Penalty 3231.395811 = -2489734.817759
  nChanged 110
		SP:Iteration 53Q (6434.350000 sec): 3 clusters
  Score: Raw -2493009.256897 + Penalty 3231.395811 = -2489777.861086
  nChanged 98
		SP:Iteration 54Q (6434.680000 sec): 3 clusters
  Score: Raw -2493045.227027 + Penalty 3231.395811 = -2489813.831216
  nChanged 89
		SP:Iteration 55Q (6434.940000 sec): 3 clusters
  Score: Raw -2493080.470885 + Penalty 3231.395811 = -2489849.075074
  nChanged 86
		SP:Iteration 56Q (6435.190000 sec): 3 clusters
  Score: Raw -2493122.327924 + Penalty 3231.395811 = -2489890.932113
  nChanged 92
		SP:Iteration 57Q (6435.450000 sec): 3 clusters
  Score: Raw -2493168.575427 + Penalty 3231.395811 = -2489937.179616
  nChanged 88
		SP:Iteration 58Q (6435.730000 sec): 3 clusters
  Score: Raw -2493224.392365 + Penalty 3231.395811 = -2489992.996554
  nChanged 117
		SP:Iteration 59Q (6436.010000 sec): 3 clusters
  Score: Raw -2493320.476371 + Penalty 3231.395811 = -2490089.080560
  nChanged 116
		SP:Iteration 60F (6436.280000 sec): 3 clusters
  Score: Raw -2493408.364566 + Penalty 3231.395811 = -2490176.968756
  nChanged 112
		SP:Iteration 61Q (6436.600000 sec): 3 clusters
  Score: Raw -2493494.503233 + Penalty 3231.395811 = -2490263.107422
  nChanged 104
		SP:Iteration 62Q (6436.930000 sec): 3 clusters
  Score: Raw -2493552.733287 + Penalty 3231.395811 = -2490321.337476
  nChanged 77
		SP:Iteration 63Q (6437.250000 sec): 3 clusters
  Score: Raw -2493585.378228 + Penalty 3231.395811 = -2490353.982417
  nChanged 61
		SP:Iteration 64Q (6437.550000 sec): 3 clusters
  Score: Raw -2493607.227307 + Penalty 3231.395811 = -2490375.831496
  nChanged 40
		SP:Iteration 65Q (6437.830000 sec): 3 clusters
  Score: Raw -2493620.730712 + Penalty 3231.395811 = -2490389.334901
  nChanged 36
		SP:Iteration 66Q (6438.170000 sec): 3 clusters
  Score: Raw -2493631.982795 + Penalty 3231.395811 = -2490400.586984
  nChanged 34
		SP:Iteration 67Q (6438.420000 sec): 3 clusters
  Score: Raw -2493643.074459 + Penalty 3231.395811 = -2490411.678648
  nChanged 31
		SP:Iteration 68Q (6438.730000 sec): 3 clusters
  Score: Raw -2493652.031931 + Penalty 3231.395811 = -2490420.636121
  nChanged 26
		SP:Iteration 69Q (6439.000000 sec): 3 clusters
  Score: Raw -2493659.725403 + Penalty 3231.395811 = -2490428.329592
  nChanged 24
		SP:Iteration 70Q (6439.290000 sec): 3 clusters
  Score: Raw -2493665.501763 + Penalty 3231.395811 = -2490434.105952
  nChanged 16
		SP:Iteration 71Q (6439.560000 sec): 3 clusters
  Score: Raw -2493669.121968 + Penalty 3231.395811 = -2490437.726157
  nChanged 12
		SP:Iteration 72Q (6439.860000 sec): 3 clusters
  Score: Raw -2493671.924358 + Penalty 3231.395811 = -2490440.528547
  nChanged 16
		SP:Iteration 73Q (6440.180000 sec): 3 clusters
  Score: Raw -2493675.605378 + Penalty 3231.395811 = -2490444.209567
  nChanged 11
		SP:Iteration 74Q (6440.460000 sec): 3 clusters
  Score: Raw -2493677.935510 + Penalty 3231.395811 = -2490446.539699
  nChanged 11
		SP:Iteration 75Q (6440.780000 sec): 3 clusters
  Score: Raw -2493679.698306 + Penalty 3231.395811 = -2490448.302495
  nChanged 10
		SP:Iteration 76Q (6441.070000 sec): 3 clusters
  Score: Raw -2493681.537804 + Penalty 3231.395811 = -2490450.141993
  nChanged 7
		SP:Iteration 77Q (6441.340000 sec): 3 clusters
  Score: Raw -2493682.959355 + Penalty 3231.395811 = -2490451.563544
  nChanged 7
		SP:Iteration 78Q (6441.650000 sec): 3 clusters
  Score: Raw -2493684.283442 + Penalty 3231.395811 = -2490452.887631
  nChanged 5
		SP:Iteration 79Q (6441.890000 sec): 3 clusters
  Score: Raw -2493685.172325 + Penalty 3231.395811 = -2490453.776514
  nChanged 6
		SP:Iteration 80F (6442.120000 sec): 3 clusters
  Score: Raw -2493686.622204 + Penalty 3231.395811 = -2490455.226393
  nChanged 4
		SP:Iteration 81Q (6442.400000 sec): 3 clusters
  Score: Raw -2493687.367551 + Penalty 3231.395811 = -2490455.971740
  nChanged 3
		SP:Iteration 82Q (6442.660000 sec): 3 clusters
  Score: Raw -2493687.878453 + Penalty 3231.395811 = -2490456.482642
  nChanged 4
		SP:Iteration 83Q (6442.880000 sec): 3 clusters
  Score: Raw -2493688.420739 + Penalty 3231.395811 = -2490457.024928
  nChanged 1
		SP:Iteration 84Q (6443.170000 sec): 3 clusters
  Score: Raw -2493688.563893 + Penalty 3231.395811 = -2490457.168082
  nChanged 0
		SP:Iteration 85F (6443.460000 sec): 3 clusters
  Score: Raw -2493688.563893 + Penalty 3231.395811 = -2490457.168082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (54937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6443.900000 sec): 2 clusters
  Score: Raw -6396079.970526 + Penalty 1773.515632 = -6394306.454894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6444.340000 sec): 3 clusters
  Score: Raw -6361037.534458 + Penalty 3547.031265 = -6357490.503193
  nChanged 25901
		SP:Iteration 1F (6444.860000 sec): 3 clusters
  Score: Raw -6376285.285997 + Penalty 3547.031265 = -6372738.254732
  nChanged 2876
		SP:Iteration 2F (6445.380000 sec): 3 clusters
  Score: Raw -6377528.826557 + Penalty 3547.031265 = -6373981.795293
  nChanged 3019
		SP:Iteration 3F (6445.910000 sec): 3 clusters
  Score: Raw -6379132.936608 + Penalty 3547.031265 = -6375585.905344
  nChanged 3352
		SP:Iteration 4F (6446.390000 sec): 3 clusters
  Score: Raw -6381156.662366 + Penalty 3547.031265 = -6377609.631101
  nChanged 3528
		SP:Iteration 5F (6446.920000 sec): 3 clusters
  Score: Raw -6383501.963783 + Penalty 3547.031265 = -6379954.932518
  nChanged 3543
		SP:Iteration 6F (6447.380000 sec): 3 clusters
  Score: Raw -6385851.582822 + Penalty 3547.031265 = -6382304.551558
  nChanged 3114
		SP:Iteration 7F (6447.900000 sec): 3 clusters
  Score: Raw -6387825.852394 + Penalty 3547.031265 = -6384278.821129
  nChanged 2504
		SP:Iteration 8Q (6448.480000 sec): 3 clusters
  Score: Raw -6389214.411035 + Penalty 3547.031265 = -6385667.379770
  nChanged 1856
		SP:Iteration 9Q (6448.900000 sec): 3 clusters
  Score: Raw -6390046.047539 + Penalty 3547.031265 = -6386499.016274
  nChanged 1375
		SP:Iteration 10Q (6449.420000 sec): 3 clusters
  Score: Raw -6390563.082669 + Penalty 3547.031265 = -6387016.051404
  nChanged 1036
		SP:Iteration 11Q (6449.910000 sec): 3 clusters
  Score: Raw -6390900.050211 + Penalty 3547.031265 = -6387353.018946
  nChanged 875
		SP:Iteration 12Q (6450.480000 sec): 3 clusters
  Score: Raw -6391154.741686 + Penalty 3547.031265 = -6387607.710421
  nChanged 734
		SP:Iteration 13Q (6450.980000 sec): 3 clusters
  Score: Raw -6391344.962544 + Penalty 3547.031265 = -6387797.931279
  nChanged 626
		SP:Iteration 14Q (6451.400000 sec): 3 clusters
  Score: Raw -6391507.010505 + Penalty 3547.031265 = -6387959.979241
  nChanged 598
		SP:Iteration 15Q (6451.910000 sec): 3 clusters
  Score: Raw -6391665.913122 + Penalty 3547.031265 = -6388118.881857
  nChanged 551
		SP:Iteration 16Q (6452.360000 sec): 3 clusters
  Score: Raw -6391816.013737 + Penalty 3547.031265 = -6388268.982473
  nChanged 585
		SP:Iteration 17Q (6452.890000 sec): 3 clusters
  Score: Raw -6391976.514710 + Penalty 3547.031265 = -6388429.483445
  nChanged 596
		SP:Iteration 18Q (6453.320000 sec): 3 clusters
  Score: Raw -6392148.899268 + Penalty 3547.031265 = -6388601.868004
  nChanged 616
		SP:Iteration 19Q (6453.850000 sec): 3 clusters
  Score: Raw -6392330.635726 + Penalty 3547.031265 = -6388783.604461
  nChanged 635
		SP:Iteration 20F (6454.230000 sec): 3 clusters
  Score: Raw -6392522.278194 + Penalty 3547.031265 = -6388975.246929
  nChanged 653
		SP:Iteration 21Q (6454.760000 sec): 3 clusters
  Score: Raw -6392719.452117 + Penalty 3547.031265 = -6389172.420852
  nChanged 641
		SP:Iteration 22Q (6455.280000 sec): 3 clusters
  Score: Raw -6392909.369885 + Penalty 3547.031265 = -6389362.338620
  nChanged 633
		SP:Iteration 23Q (6455.770000 sec): 3 clusters
  Score: Raw -6393106.337821 + Penalty 3547.031265 = -6389559.306556
  nChanged 659
		SP:Iteration 24Q (6456.310000 sec): 3 clusters
  Score: Raw -6393322.746660 + Penalty 3547.031265 = -6389775.715396
  nChanged 643
		SP:Iteration 25Q (6456.790000 sec): 3 clusters
  Score: Raw -6393542.752058 + Penalty 3547.031265 = -6389995.720794
  nChanged 612
		SP:Iteration 26Q (6457.260000 sec): 3 clusters
  Score: Raw -6393763.070054 + Penalty 3547.031265 = -6390216.038790
  nChanged 596
		SP:Iteration 27Q (6457.750000 sec): 3 clusters
  Score: Raw -6393995.315320 + Penalty 3547.031265 = -6390448.284055
  nChanged 575
		SP:Iteration 28Q (6458.260000 sec): 3 clusters
  Score: Raw -6394219.029551 + Penalty 3547.031265 = -6390671.998286
  nChanged 556
		SP:Iteration 29Q (6458.800000 sec): 3 clusters
  Score: Raw -6394432.883860 + Penalty 3547.031265 = -6390885.852595
  nChanged 556
		SP:Iteration 30Q (6459.260000 sec): 3 clusters
  Score: Raw -6394651.710486 + Penalty 3547.031265 = -6391104.679221
  nChanged 539
		SP:Iteration 31Q (6459.770000 sec): 3 clusters
  Score: Raw -6394880.416453 + Penalty 3547.031265 = -6391333.385188
  nChanged 517
		SP:Iteration 32Q (6460.120000 sec): 3 clusters
  Score: Raw -6395105.693046 + Penalty 3547.031265 = -6391558.661782
  nChanged 506
		SP:Iteration 33Q (6460.580000 sec): 3 clusters
  Score: Raw -6395332.452346 + Penalty 3547.031265 = -6391785.421081
  nChanged 452
		SP:Iteration 34Q (6461.050000 sec): 3 clusters
  Score: Raw -6395540.824772 + Penalty 3547.031265 = -6391993.793507
  nChanged 396
		SP:Iteration 35Q (6461.590000 sec): 3 clusters
  Score: Raw -6395717.004437 + Penalty 3547.031265 = -6392169.973172
  nChanged 326
		SP:Iteration 36Q (6462.050000 sec): 3 clusters
  Score: Raw -6395848.287428 + Penalty 3547.031265 = -6392301.256163
  nChanged 283
		SP:Iteration 37Q (6462.510000 sec): 3 clusters
  Score: Raw -6395961.184124 + Penalty 3547.031265 = -6392414.152859
  nChanged 239
		SP:Iteration 38Q (6462.970000 sec): 3 clusters
  Score: Raw -6396062.165053 + Penalty 3547.031265 = -6392515.133788
  nChanged 207
		SP:Iteration 39Q (6463.470000 sec): 3 clusters
  Score: Raw -6396155.222847 + Penalty 3547.031265 = -6392608.191582
  nChanged 183
		SP:Iteration 40F (6463.980000 sec): 3 clusters
  Score: Raw -6396226.507023 + Penalty 3547.031265 = -6392679.475758
  nChanged 124
		SP:Iteration 41Q (6464.500000 sec): 3 clusters
  Score: Raw -6396271.726086 + Penalty 3547.031265 = -6392724.694822
  nChanged 116
		SP:Iteration 42Q (6464.950000 sec): 3 clusters
  Score: Raw -6396315.627892 + Penalty 3547.031265 = -6392768.596628
  nChanged 109
		SP:Iteration 43Q (6465.410000 sec): 3 clusters
  Score: Raw -6396362.554539 + Penalty 3547.031265 = -6392815.523274
  nChanged 92
		SP:Iteration 44Q (6465.880000 sec): 3 clusters
  Score: Raw -6396402.541334 + Penalty 3547.031265 = -6392855.510069
  nChanged 76
		SP:Iteration 45Q (6466.380000 sec): 3 clusters
  Score: Raw -6396433.781781 + Penalty 3547.031265 = -6392886.750516
  nChanged 58
		SP:Iteration 46Q (6466.910000 sec): 3 clusters
  Score: Raw -6396455.423326 + Penalty 3547.031265 = -6392908.392061
  nChanged 59
		SP:Iteration 47Q (6467.370000 sec): 3 clusters
  Score: Raw -6396477.632513 + Penalty 3547.031265 = -6392930.601248
  nChanged 52
		SP:Iteration 48Q (6467.880000 sec): 3 clusters
  Score: Raw -6396505.500709 + Penalty 3547.031265 = -6392958.469444
  nChanged 54
		SP:Iteration 49Q (6468.330000 sec): 3 clusters
  Score: Raw -6396533.590329 + Penalty 3547.031265 = -6392986.559064
  nChanged 55
		SP:Iteration 50Q (6468.800000 sec): 3 clusters
  Score: Raw -6396556.569540 + Penalty 3547.031265 = -6393009.538275
  nChanged 41
		SP:Iteration 51Q (6469.240000 sec): 3 clusters
  Score: Raw -6396572.231870 + Penalty 3547.031265 = -6393025.200606
  nChanged 31
		SP:Iteration 52Q (6469.650000 sec): 3 clusters
  Score: Raw -6396584.851805 + Penalty 3547.031265 = -6393037.820540
  nChanged 32
		SP:Iteration 53Q (6470.040000 sec): 3 clusters
  Score: Raw -6396599.547389 + Penalty 3547.031265 = -6393052.516125
  nChanged 39
		SP:Iteration 54Q (6470.390000 sec): 3 clusters
  Score: Raw -6396616.141155 + Penalty 3547.031265 = -6393069.109890
  nChanged 34
		SP:Iteration 55Q (6470.680000 sec): 3 clusters
  Score: Raw -6396628.096112 + Penalty 3547.031265 = -6393081.064847
  nChanged 25
		SP:Iteration 56Q (6471.040000 sec): 3 clusters
  Score: Raw -6396635.901405 + Penalty 3547.031265 = -6393088.870141
  nChanged 15
		SP:Iteration 57Q (6471.370000 sec): 3 clusters
  Score: Raw -6396639.298606 + Penalty 3547.031265 = -6393092.267342
  nChanged 7
		SP:Iteration 58Q (6471.780000 sec): 3 clusters
  Score: Raw -6396640.695665 + Penalty 3547.031265 = -6393093.664400
  nChanged 5
		SP:Iteration 59Q (6472.160000 sec): 3 clusters
  Score: Raw -6396641.598733 + Penalty 3547.031265 = -6393094.567468
  nChanged 5
		SP:Iteration 60F (6472.610000 sec): 3 clusters
  Score: Raw -6396643.148450 + Penalty 3547.031265 = -6393096.117186
  nChanged 4
		SP:Iteration 61Q (6473.030000 sec): 3 clusters
  Score: Raw -6396643.765808 + Penalty 3547.031265 = -6393096.734543
  nChanged 2
		SP:Iteration 62Q (6473.490000 sec): 3 clusters
  Score: Raw -6396644.231542 + Penalty 3547.031265 = -6393097.200277
  nChanged 1
		SP:Iteration 63Q (6473.950000 sec): 3 clusters
  Score: Raw -6396644.334633 + Penalty 3547.031265 = -6393097.303368
  nChanged 0
		SP:Iteration 64F (6474.500000 sec): 3 clusters
  Score: Raw -6396644.334633 + Penalty 3547.031265 = -6393097.303368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (2329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6474.590000 sec): 2 clusters
  Score: Raw -262473.196855 + Penalty 1259.894069 = -261213.302786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6474.790000 sec): 3 clusters
  Score: Raw -261443.390874 + Penalty 2519.788138 = -258923.602736
  nChanged 876
		SP:Iteration 1F (6474.930000 sec): 3 clusters
  Score: Raw -262054.836723 + Penalty 2519.788138 = -259535.048586
  nChanged 206
		SP:Iteration 2F (6475.090000 sec): 3 clusters
  Score: Raw -262266.490531 + Penalty 2519.788138 = -259746.702393
  nChanged 165
		SP:Iteration 3F (6475.250000 sec): 3 clusters
  Score: Raw -262481.107678 + Penalty 2519.788138 = -259961.319540
  nChanged 145
		SP:Iteration 4F (6475.460000 sec): 3 clusters
  Score: Raw -262652.537562 + Penalty 2519.788138 = -260132.749424
  nChanged 133
		SP:Iteration 5F (6475.600000 sec): 3 clusters
  Score: Raw -262822.553009 + Penalty 2519.788138 = -260302.764871
  nChanged 132
		SP:Iteration 6F (6475.740000 sec): 3 clusters
  Score: Raw -263040.771024 + Penalty 2519.788138 = -260520.982886
  nChanged 129
		SP:Iteration 7F (6475.850000 sec): 3 clusters
  Score: Raw -263278.892566 + Penalty 2519.788138 = -260759.104428
  nChanged 111
		SP:Iteration 8Q (6475.970000 sec): 3 clusters
  Score: Raw -263459.980070 + Penalty 2519.788138 = -260940.191933
  nChanged 96
		SP:Iteration 9Q (6476.120000 sec): 3 clusters
  Score: Raw -263608.306818 + Penalty 2519.788138 = -261088.518681
  nChanged 69
		SP:Iteration 10Q (6476.260000 sec): 3 clusters
  Score: Raw -263699.797641 + Penalty 2519.788138 = -261180.009504
  nChanged 44
		SP:Iteration 11Q (6476.410000 sec): 3 clusters
  Score: Raw -263733.642586 + Penalty 2519.788138 = -261213.854449
  nChanged 21
		SP:Iteration 12Q (6476.620000 sec): 3 clusters
  Score: Raw -263746.786520 + Penalty 2519.788138 = -261226.998382
  nChanged 16
		SP:Iteration 13Q (6476.750000 sec): 3 clusters
  Score: Raw -263754.798182 + Penalty 2519.788138 = -261235.010045
  nChanged 7
		SP:Iteration 14Q (6476.900000 sec): 3 clusters
  Score: Raw -263757.061162 + Penalty 2519.788138 = -261237.273024
  nChanged 2
		SP:Iteration 15Q (6477.030000 sec): 3 clusters
  Score: Raw -263757.582057 + Penalty 2519.788138 = -261237.793920
  nChanged 1
		SP:Iteration 16Q (6477.160000 sec): 3 clusters
  Score: Raw -263757.762910 + Penalty 2519.788138 = -261237.974772
  nChanged 1
		SP:Iteration 17Q (6477.300000 sec): 3 clusters
  Score: Raw -263758.008765 + Penalty 2519.788138 = -261238.220627
  nChanged 0
		SP:Iteration 18F (6477.450000 sec): 3 clusters
  Score: Raw -263758.008765 + Penalty 2519.788138 = -261238.220627
  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 6.56 GB.

 Trying to split cluster 19 (157775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6479.160000 sec): 2 clusters
  Score: Raw -19444829.332464 + Penalty 1944.950353 = -19442884.382112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6480.040000 sec): 3 clusters
  Score: Raw -19340807.345831 + Penalty 3889.900705 = -19336917.445126
  nChanged 76221
		SP:Iteration 1F (6480.940000 sec): 3 clusters
  Score: Raw -19385764.684239 + Penalty 3889.900705 = -19381874.783534
  nChanged 4990
		SP:Iteration 2Q (6481.760000 sec): 3 clusters
  Score: Raw -19387054.210779 + Penalty 3889.900705 = -19383164.310074
  nChanged 6277
		SP:Iteration 3Q (6482.650000 sec): 3 clusters
  Score: Raw -19389261.759833 + Penalty 3889.900705 = -19385371.859128
  nChanged 8473
		SP:Iteration 4F (6483.450000 sec): 3 clusters
  Score: Raw -19393470.585731 + Penalty 3889.900705 = -19389580.685025
  nChanged 11190
		SP:Iteration 5F (6484.290000 sec): 3 clusters
  Score: Raw -19400903.466196 + Penalty 3889.900705 = -19397013.565491
  nChanged 13534
		SP:Iteration 6F (6485.100000 sec): 3 clusters
  Score: Raw -19412203.448538 + Penalty 3889.900705 = -19408313.547832
  nChanged 13508
		SP:Iteration 7F (6485.890000 sec): 3 clusters
  Score: Raw -19424850.796330 + Penalty 3889.900705 = -19420960.895625
  nChanged 10504
		SP:Iteration 8F (6486.650000 sec): 3 clusters
  Score: Raw -19435077.174232 + Penalty 3889.900705 = -19431187.273527
  nChanged 6242
		SP:Iteration 9Q (6487.430000 sec): 3 clusters
  Score: Raw -19441223.739353 + Penalty 3889.900705 = -19437333.838648
  nChanged 2784
		SP:Iteration 10Q (6488.180000 sec): 3 clusters
  Score: Raw -19443893.517954 + Penalty 3889.900705 = -19440003.617249
  nChanged 834
		SP:Iteration 11Q (6488.920000 sec): 3 clusters
  Score: Raw -19444662.824791 + Penalty 3889.900705 = -19440772.924086
  nChanged 201
		SP:Iteration 12Q (6489.720000 sec): 3 clusters
  Score: Raw -19444872.534328 + Penalty 3889.900705 = -19440982.633622
  nChanged 44
		SP:Iteration 13Q (6490.640000 sec): 3 clusters
  Score: Raw -19444933.882685 + Penalty 3889.900705 = -19441043.981980
  nChanged 25
		SP:Iteration 14Q (6491.540000 sec): 3 clusters
  Score: Raw -19444972.900131 + Penalty 3889.900705 = -19441082.999426
  nChanged 17
		SP:Iteration 15Q (6492.400000 sec): 3 clusters
  Score: Raw -19444997.783801 + Penalty 3889.900705 = -19441107.883096
  nChanged 11
		SP:Iteration 16Q (6493.260000 sec): 3 clusters
  Score: Raw -19445017.126440 + Penalty 3889.900705 = -19441127.225734
  nChanged 7
		SP:Iteration 17Q (6494.000000 sec): 3 clusters
  Score: Raw -19445027.956377 + Penalty 3889.900705 = -19441138.055672
  nChanged 7
		SP:Iteration 18Q (6494.720000 sec): 3 clusters
  Score: Raw -19445036.640683 + Penalty 3889.900705 = -19441146.739978
  nChanged 3
		SP:Iteration 19Q (6495.450000 sec): 3 clusters
  Score: Raw -19445041.648444 + Penalty 3889.900705 = -19441151.747738
  nChanged 3
		SP:Iteration 20F (6496.240000 sec): 3 clusters
  Score: Raw -19445046.750872 + Penalty 3889.900705 = -19441156.850167
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (5082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6496.390000 sec): 2 clusters
  Score: Raw -586408.718484 + Penalty 1386.687277 = -585022.031208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6496.590000 sec): 3 clusters
  Score: Raw -583793.416264 + Penalty 2773.374553 = -581020.041711
  nChanged 2043
		SP:Iteration 1F (6496.800000 sec): 3 clusters
  Score: Raw -585342.061830 + Penalty 2773.374553 = -582568.687276
  nChanged 494
		SP:Iteration 2F (6497.000000 sec): 3 clusters
  Score: Raw -585948.100395 + Penalty 2773.374553 = -583174.725842
  nChanged 435
		SP:Iteration 3F (6497.210000 sec): 3 clusters
  Score: Raw -586528.796562 + Penalty 2773.374553 = -583755.422009
  nChanged 415
		SP:Iteration 4F (6497.380000 sec): 3 clusters
  Score: Raw -587021.231965 + Penalty 2773.374553 = -584247.857412
  nChanged 314
		SP:Iteration 5F (6497.590000 sec): 3 clusters
  Score: Raw -587343.785981 + Penalty 2773.374553 = -584570.411428
  nChanged 223
		SP:Iteration 6Q (6497.800000 sec): 3 clusters
  Score: Raw -587516.341949 + Penalty 2773.374553 = -584742.967395
  nChanged 147
		SP:Iteration 7Q (6498.020000 sec): 3 clusters
  Score: Raw -587600.064046 + Penalty 2773.374553 = -584826.689493
  nChanged 114
		SP:Iteration 8Q (6498.190000 sec): 3 clusters
  Score: Raw -587669.360801 + Penalty 2773.374553 = -584895.986247
  nChanged 96
		SP:Iteration 9Q (6498.350000 sec): 3 clusters
  Score: Raw -587735.688289 + Penalty 2773.374553 = -584962.313736
  nChanged 91
		SP:Iteration 10Q (6498.530000 sec): 3 clusters
  Score: Raw -587795.705416 + Penalty 2773.374553 = -585022.330862
  nChanged 72
		SP:Iteration 11Q (6498.740000 sec): 3 clusters
  Score: Raw -587845.032999 + Penalty 2773.374553 = -585071.658446
  nChanged 68
		SP:Iteration 12Q (6498.930000 sec): 3 clusters
  Score: Raw -587888.570331 + Penalty 2773.374553 = -585115.195778
  nChanged 66
		SP:Iteration 13Q (6499.150000 sec): 3 clusters
  Score: Raw -587940.631410 + Penalty 2773.374553 = -585167.256857
  nChanged 62
		SP:Iteration 14Q (6499.360000 sec): 3 clusters
  Score: Raw -587978.360031 + Penalty 2773.374553 = -585204.985478
  nChanged 48
		SP:Iteration 15Q (6499.530000 sec): 3 clusters
  Score: Raw -588000.744727 + Penalty 2773.374553 = -585227.370174
  nChanged 35
		SP:Iteration 16Q (6499.730000 sec): 3 clusters
  Score: Raw -588013.968197 + Penalty 2773.374553 = -585240.593644
  nChanged 22
		SP:Iteration 17Q (6499.910000 sec): 3 clusters
  Score: Raw -588023.253613 + Penalty 2773.374553 = -585249.879060
  nChanged 25
		SP:Iteration 18Q (6500.100000 sec): 3 clusters
  Score: Raw -588031.277725 + Penalty 2773.374553 = -585257.903172
  nChanged 15
		SP:Iteration 19Q (6500.280000 sec): 3 clusters
  Score: Raw -588035.545509 + Penalty 2773.374553 = -585262.170956
  nChanged 12
		SP:Iteration 20F (6500.470000 sec): 3 clusters
  Score: Raw -588038.364647 + Penalty 2773.374553 = -585264.990094
  nChanged 15
		SP:Iteration 21Q (6500.670000 sec): 3 clusters
  Score: Raw -588041.736908 + Penalty 2773.374553 = -585268.362355
  nChanged 7
		SP:Iteration 22Q (6500.840000 sec): 3 clusters
  Score: Raw -588043.453858 + Penalty 2773.374553 = -585270.079305
  nChanged 11
		SP:Iteration 23Q (6501.040000 sec): 3 clusters
  Score: Raw -588046.465472 + Penalty 2773.374553 = -585273.090919
  nChanged 15
		SP:Iteration 24Q (6501.260000 sec): 3 clusters
  Score: Raw -588051.262211 + Penalty 2773.374553 = -585277.887658
  nChanged 17
		SP:Iteration 25Q (6501.440000 sec): 3 clusters
  Score: Raw -588056.428639 + Penalty 2773.374553 = -585283.054085
  nChanged 15
		SP:Iteration 26Q (6501.670000 sec): 3 clusters
  Score: Raw -588060.683444 + Penalty 2773.374553 = -585287.308891
  nChanged 14
		SP:Iteration 27Q (6501.850000 sec): 3 clusters
  Score: Raw -588063.441122 + Penalty 2773.374553 = -585290.066569
  nChanged 7
		SP:Iteration 28Q (6502.060000 sec): 3 clusters
  Score: Raw -588064.382625 + Penalty 2773.374553 = -585291.008071
  nChanged 3
		SP:Iteration 29Q (6502.270000 sec): 3 clusters
  Score: Raw -588064.590573 + Penalty 2773.374553 = -585291.216020
  nChanged 1
		SP:Iteration 30Q (6502.420000 sec): 3 clusters
  Score: Raw -588064.680255 + Penalty 2773.374553 = -585291.305702
  nChanged 1
		SP:Iteration 31Q (6502.570000 sec): 3 clusters
  Score: Raw -588064.876257 + Penalty 2773.374553 = -585291.501704
  nChanged 1
		SP:Iteration 32Q (6502.750000 sec): 3 clusters
  Score: Raw -588065.029979 + Penalty 2773.374553 = -585291.655425
  nChanged 0
		SP:Iteration 33F (6502.950000 sec): 3 clusters
  Score: Raw -588065.029979 + Penalty 2773.374553 = -585291.655425
  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 6.56 GB.

 Trying to split cluster 21 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6503.080000 sec): 2 clusters
  Score: Raw -42657.882855 + Penalty 970.330049 = -41687.552806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6503.240000 sec): 3 clusters
  Score: Raw -42667.358642 + Penalty 1940.660098 = -40726.698544
  nChanged 77
		SP:Iteration 1F (6503.400000 sec): 3 clusters
  Score: Raw -42825.268622 + Penalty 1940.660098 = -40884.608524
  nChanged 26
		SP:Iteration 2F (6503.560000 sec): 3 clusters
  Score: Raw -42878.485575 + Penalty 1940.660098 = -40937.825477
  nChanged 9
		SP:Iteration 3Q (6503.740000 sec): 3 clusters
  Score: Raw -42898.551395 + Penalty 1940.660098 = -40957.891297
  nChanged 6
		SP:Iteration 4Q (6503.940000 sec): 3 clusters
  Score: Raw -42911.939619 + Penalty 1940.660098 = -40971.279522
  nChanged 1
		SP:Iteration 5Q (6504.090000 sec): 3 clusters
  Score: Raw -42913.402165 + Penalty 1940.660098 = -40972.742067
  nChanged 1
		SP:Iteration 6Q (6504.280000 sec): 3 clusters
  Score: Raw -42914.172315 + Penalty 1940.660098 = -40973.512217
  nChanged 0
		SP:Iteration 7F (6504.460000 sec): 3 clusters
  Score: Raw -42914.172315 + Penalty 1940.660098 = -40973.512217
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (18062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6504.620000 sec): 2 clusters
  Score: Raw -2250511.127733 + Penalty 1592.754404 = -2248918.373329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6504.930000 sec): 3 clusters
  Score: Raw -2239691.143144 + Penalty 3185.508808 = -2236505.634336
  nChanged 8169
		SP:Iteration 1F (6505.130000 sec): 3 clusters
  Score: Raw -2244094.494453 + Penalty 3185.508808 = -2240908.985645
  nChanged 924
		SP:Iteration 2F (6505.390000 sec): 3 clusters
  Score: Raw -2244446.381856 + Penalty 3185.508808 = -2241260.873048
  nChanged 858
		SP:Iteration 3Q (6505.640000 sec): 3 clusters
  Score: Raw -2244795.240780 + Penalty 3185.508808 = -2241609.731972
  nChanged 813
		SP:Iteration 4Q (6505.910000 sec): 3 clusters
  Score: Raw -2245107.813813 + Penalty 3185.508808 = -2241922.305005
  nChanged 779
		SP:Iteration 5Q (6506.160000 sec): 3 clusters
  Score: Raw -2245430.431304 + Penalty 3185.508808 = -2242244.922496
  nChanged 823
		SP:Iteration 6Q (6506.370000 sec): 3 clusters
  Score: Raw -2245760.740655 + Penalty 3185.508808 = -2242575.231847
  nChanged 754
		SP:Iteration 7Q (6506.640000 sec): 3 clusters
  Score: Raw -2246074.344078 + Penalty 3185.508808 = -2242888.835270
  nChanged 745
		SP:Iteration 8Q (6506.880000 sec): 3 clusters
  Score: Raw -2246412.823334 + Penalty 3185.508808 = -2243227.314527
  nChanged 775
		SP:Iteration 9Q (6507.150000 sec): 3 clusters
  Score: Raw -2246817.794280 + Penalty 3185.508808 = -2243632.285473
  nChanged 789
		SP:Iteration 10Q (6507.370000 sec): 3 clusters
  Score: Raw -2247254.974943 + Penalty 3185.508808 = -2244069.466135
  nChanged 728
		SP:Iteration 11Q (6507.640000 sec): 3 clusters
  Score: Raw -2247666.260358 + Penalty 3185.508808 = -2244480.751550
  nChanged 681
		SP:Iteration 12Q (6507.890000 sec): 3 clusters
  Score: Raw -2248069.688668 + Penalty 3185.508808 = -2244884.179860
  nChanged 627
		SP:Iteration 13Q (6508.100000 sec): 3 clusters
  Score: Raw -2248459.927926 + Penalty 3185.508808 = -2245274.419119
  nChanged 552
		SP:Iteration 14Q (6508.350000 sec): 3 clusters
  Score: Raw -2248791.700824 + Penalty 3185.508808 = -2245606.192016
  nChanged 464
		SP:Iteration 15Q (6508.590000 sec): 3 clusters
  Score: Raw -2249044.207906 + Penalty 3185.508808 = -2245858.699098
  nChanged 398
		SP:Iteration 16Q (6508.860000 sec): 3 clusters
  Score: Raw -2249263.173756 + Penalty 3185.508808 = -2246077.664948
  nChanged 356
		SP:Iteration 17Q (6509.120000 sec): 3 clusters
  Score: Raw -2249444.156296 + Penalty 3185.508808 = -2246258.647488
  nChanged 331
		SP:Iteration 18Q (6509.320000 sec): 3 clusters
  Score: Raw -2249613.757500 + Penalty 3185.508808 = -2246428.248692
  nChanged 310
		SP:Iteration 19Q (6509.600000 sec): 3 clusters
  Score: Raw -2249776.492361 + Penalty 3185.508808 = -2246590.983553
  nChanged 295
		SP:Iteration 20F (6509.850000 sec): 3 clusters
  Score: Raw -2249937.711208 + Penalty 3185.508808 = -2246752.202400
  nChanged 271
		SP:Iteration 21Q (6510.070000 sec): 3 clusters
  Score: Raw -2250097.898987 + Penalty 3185.508808 = -2246912.390179
  nChanged 210
		SP:Iteration 22Q (6510.330000 sec): 3 clusters
  Score: Raw -2250212.698033 + Penalty 3185.508808 = -2247027.189225
  nChanged 186
		SP:Iteration 23Q (6510.540000 sec): 3 clusters
  Score: Raw -2250322.607038 + Penalty 3185.508808 = -2247137.098230
  nChanged 148
		SP:Iteration 24Q (6510.790000 sec): 3 clusters
  Score: Raw -2250406.995270 + Penalty 3185.508808 = -2247221.486462
  nChanged 133
		SP:Iteration 25Q (6510.990000 sec): 3 clusters
  Score: Raw -2250487.120169 + Penalty 3185.508808 = -2247301.611361
  nChanged 116
		SP:Iteration 26Q (6511.240000 sec): 3 clusters
  Score: Raw -2250561.661733 + Penalty 3185.508808 = -2247376.152926
  nChanged 84
		SP:Iteration 27Q (6511.440000 sec): 3 clusters
  Score: Raw -2250616.361226 + Penalty 3185.508808 = -2247430.852418
  nChanged 63
		SP:Iteration 28Q (6511.690000 sec): 3 clusters
  Score: Raw -2250660.679716 + Penalty 3185.508808 = -2247475.170908
  nChanged 45
		SP:Iteration 29Q (6511.930000 sec): 3 clusters
  Score: Raw -2250686.268246 + Penalty 3185.508808 = -2247500.759438
  nChanged 28
		SP:Iteration 30Q (6512.180000 sec): 3 clusters
  Score: Raw -2250701.304503 + Penalty 3185.508808 = -2247515.795695
  nChanged 22
		SP:Iteration 31Q (6512.440000 sec): 3 clusters
  Score: Raw -2250714.020004 + Penalty 3185.508808 = -2247528.511197
  nChanged 17
		SP:Iteration 32Q (6512.670000 sec): 3 clusters
  Score: Raw -2250724.969850 + Penalty 3185.508808 = -2247539.461042
  nChanged 8
		SP:Iteration 33Q (6512.950000 sec): 3 clusters
  Score: Raw -2250728.305964 + Penalty 3185.508808 = -2247542.797156
  nChanged 5
		SP:Iteration 34Q (6513.170000 sec): 3 clusters
  Score: Raw -2250729.639782 + Penalty 3185.508808 = -2247544.130974
  nChanged 2
		SP:Iteration 35Q (6513.400000 sec): 3 clusters
  Score: Raw -2250731.378192 + Penalty 3185.508808 = -2247545.869384
  nChanged 2
		SP:Iteration 36Q (6513.630000 sec): 3 clusters
  Score: Raw -2250732.063512 + Penalty 3185.508808 = -2247546.554704
  nChanged 2
		SP:Iteration 37Q (6513.900000 sec): 3 clusters
  Score: Raw -2250732.933376 + Penalty 3185.508808 = -2247547.424568
  nChanged 2
		SP:Iteration 38Q (6514.110000 sec): 3 clusters
  Score: Raw -2250733.889358 + Penalty 3185.508808 = -2247548.380550
  nChanged 3
		SP:Iteration 39Q (6514.350000 sec): 3 clusters
  Score: Raw -2250736.043457 + Penalty 3185.508808 = -2247550.534649
  nChanged 5
		SP:Iteration 40F (6514.610000 sec): 3 clusters
  Score: Raw -2250738.219885 + Penalty 3185.508808 = -2247552.711077
  nChanged 5
		SP:Iteration 41Q (6514.830000 sec): 3 clusters
  Score: Raw -2250740.912447 + Penalty 3185.508808 = -2247555.403639
  nChanged 4
		SP:Iteration 42Q (6515.080000 sec): 3 clusters
  Score: Raw -2250743.729706 + Penalty 3185.508808 = -2247558.220898
  nChanged 6
		SP:Iteration 43Q (6515.300000 sec): 3 clusters
  Score: Raw -2250746.656491 + Penalty 3185.508808 = -2247561.147684
  nChanged 7
		SP:Iteration 44Q (6515.560000 sec): 3 clusters
  Score: Raw -2250750.263339 + Penalty 3185.508808 = -2247564.754531
  nChanged 8
		SP:Iteration 45Q (6515.790000 sec): 3 clusters
  Score: Raw -2250754.826309 + Penalty 3185.508808 = -2247569.317501
  nChanged 10
		SP:Iteration 46Q (6516.020000 sec): 3 clusters
  Score: Raw -2250760.793827 + Penalty 3185.508808 = -2247575.285019
  nChanged 8
		SP:Iteration 47Q (6516.270000 sec): 3 clusters
  Score: Raw -2250763.946793 + Penalty 3185.508808 = -2247578.437985
  nChanged 4
		SP:Iteration 48Q (6516.480000 sec): 3 clusters
  Score: Raw -2250765.568407 + Penalty 3185.508808 = -2247580.059599
  nChanged 2
		SP:Iteration 49Q (6516.780000 sec): 3 clusters
  Score: Raw -2250766.586567 + Penalty 3185.508808 = -2247581.077760
  nChanged 3
		SP:Iteration 50Q (6517.000000 sec): 3 clusters
  Score: Raw -2250767.780118 + Penalty 3185.508808 = -2247582.271310
  nChanged 5
		SP:Iteration 51Q (6517.270000 sec): 3 clusters
  Score: Raw -2250769.628325 + Penalty 3185.508808 = -2247584.119517
  nChanged 4
		SP:Iteration 52Q (6517.520000 sec): 3 clusters
  Score: Raw -2250771.095736 + Penalty 3185.508808 = -2247585.586928
  nChanged 2
		SP:Iteration 53Q (6517.740000 sec): 3 clusters
  Score: Raw -2250771.933512 + Penalty 3185.508808 = -2247586.424704
  nChanged 0
		SP:Iteration 54F (6517.980000 sec): 3 clusters
  Score: Raw -2250771.933512 + Penalty 3185.508808 = -2247586.424704
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (3020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6518.090000 sec): 2 clusters
  Score: Raw -335650.845584 + Penalty 1302.114468 = -334348.731116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6518.280000 sec): 3 clusters
  Score: Raw -334224.716299 + Penalty 2604.228936 = -331620.487363
  nChanged 1127
		SP:Iteration 1F (6518.420000 sec): 3 clusters
  Score: Raw -334964.072494 + Penalty 2604.228936 = -332359.843559
  nChanged 284
		SP:Iteration 2F (6518.610000 sec): 3 clusters
  Score: Raw -335190.966104 + Penalty 2604.228936 = -332586.737169
  nChanged 188
		SP:Iteration 3F (6518.770000 sec): 3 clusters
  Score: Raw -335346.232939 + Penalty 2604.228936 = -332742.004003
  nChanged 162
		SP:Iteration 4F (6518.940000 sec): 3 clusters
  Score: Raw -335469.459100 + Penalty 2604.228936 = -332865.230164
  nChanged 148
		SP:Iteration 5Q (6519.130000 sec): 3 clusters
  Score: Raw -335634.907094 + Penalty 2604.228936 = -333030.678158
  nChanged 182
		SP:Iteration 6F (6519.330000 sec): 3 clusters
  Score: Raw -335837.959317 + Penalty 2604.228936 = -333233.730381
  nChanged 158
		SP:Iteration 7F (6519.530000 sec): 3 clusters
  Score: Raw -336071.046402 + Penalty 2604.228936 = -333466.817466
  nChanged 173
		SP:Iteration 8F (6519.670000 sec): 3 clusters
  Score: Raw -336320.159858 + Penalty 2604.228936 = -333715.930922
  nChanged 170
		SP:Iteration 9F (6519.850000 sec): 3 clusters
  Score: Raw -336549.794769 + Penalty 2604.228936 = -333945.565833
  nChanged 139
		SP:Iteration 10Q (6520.040000 sec): 3 clusters
  Score: Raw -336772.014564 + Penalty 2604.228936 = -334167.785628
  nChanged 117
		SP:Iteration 11Q (6520.200000 sec): 3 clusters
  Score: Raw -336926.342177 + Penalty 2604.228936 = -334322.113242
  nChanged 78
		SP:Iteration 12Q (6520.390000 sec): 3 clusters
  Score: Raw -337002.931873 + Penalty 2604.228936 = -334398.702937
  nChanged 51
		SP:Iteration 13Q (6520.570000 sec): 3 clusters
  Score: Raw -337039.047011 + Penalty 2604.228936 = -334434.818075
  nChanged 34
		SP:Iteration 14Q (6520.740000 sec): 3 clusters
  Score: Raw -337066.709015 + Penalty 2604.228936 = -334462.480079
  nChanged 28
		SP:Iteration 15Q (6520.930000 sec): 3 clusters
  Score: Raw -337083.104030 + Penalty 2604.228936 = -334478.875094
  nChanged 11
		SP:Iteration 16Q (6521.120000 sec): 3 clusters
  Score: Raw -337088.705294 + Penalty 2604.228936 = -334484.476358
  nChanged 8
		SP:Iteration 17Q (6521.330000 sec): 3 clusters
  Score: Raw -337092.814448 + Penalty 2604.228936 = -334488.585512
  nChanged 7
		SP:Iteration 18Q (6521.500000 sec): 3 clusters
  Score: Raw -337097.562987 + Penalty 2604.228936 = -334493.334051
  nChanged 6
		SP:Iteration 19Q (6521.680000 sec): 3 clusters
  Score: Raw -337101.452923 + Penalty 2604.228936 = -334497.223988
  nChanged 6
		SP:Iteration 20F (6521.880000 sec): 3 clusters
  Score: Raw -337103.318033 + Penalty 2604.228936 = -334499.089098
  nChanged 3
		SP:Iteration 21Q (6522.040000 sec): 3 clusters
  Score: Raw -337104.880536 + Penalty 2604.228936 = -334500.651600
  nChanged 1
		SP:Iteration 22Q (6522.240000 sec): 3 clusters
  Score: Raw -337105.157228 + Penalty 2604.228936 = -334500.928292
  nChanged 0
		SP:Iteration 23F (6522.430000 sec): 3 clusters
  Score: Raw -337105.157228 + Penalty 2604.228936 = -334500.928292
  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 6.56 GB.

 Trying to split cluster 24 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6522.510000 sec): 2 clusters
  Score: Raw -42889.578507 + Penalty 1022.980725 = -41866.597782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6522.710000 sec): 3 clusters
  Score: Raw -42930.609797 + Penalty 2045.961450 = -40884.648347
  nChanged 168
		SP:Iteration 1F (6522.920000 sec): 3 clusters
  Score: Raw -43443.604811 + Penalty 2045.961450 = -41397.643360
  nChanged 84
		SP:Iteration 2F (6523.120000 sec): 3 clusters
  Score: Raw -43833.099864 + Penalty 2045.961450 = -41787.138414
  nChanged 41
		SP:Iteration 3F (6523.320000 sec): 3 clusters
  Score: Raw -44008.169902 + Penalty 2045.961450 = -41962.208452
  nChanged 22
		SP:Iteration 4Q (6523.460000 sec): 3 clusters
  Score: Raw -44127.210190 + Penalty 2045.961450 = -42081.248739
  nChanged 16
		SP:Iteration 5Q (6523.710000 sec): 3 clusters
  Score: Raw -44178.346793 + Penalty 2045.961450 = -42132.385343
  nChanged 9
		SP:Iteration 6Q (6523.830000 sec): 3 clusters
  Score: Raw -44206.080753 + Penalty 2045.961450 = -42160.119302
  nChanged 4
		SP:Iteration 7Q (6524.040000 sec): 3 clusters
  Score: Raw -44225.708330 + Penalty 2045.961450 = -42179.746879
  nChanged 6
		SP:Iteration 8Q (6524.190000 sec): 3 clusters
  Score: Raw -44247.893519 + Penalty 2045.961450 = -42201.932069
  nChanged 4
		SP:Iteration 9Q (6524.360000 sec): 3 clusters
  Score: Raw -44267.212972 + Penalty 2045.961450 = -42221.251522
  nChanged 6
		SP:Iteration 10Q (6524.530000 sec): 3 clusters
  Score: Raw -44297.612969 + Penalty 2045.961450 = -42251.651519
  nChanged 3
		SP:Iteration 11Q (6524.710000 sec): 3 clusters
  Score: Raw -44309.271035 + Penalty 2045.961450 = -42263.309584
  nChanged 4
		SP:Iteration 12Q (6524.910000 sec): 3 clusters
  Score: Raw -44334.764534 + Penalty 2045.961450 = -42288.803083
  nChanged 5
		SP:Iteration 13Q (6525.090000 sec): 3 clusters
  Score: Raw -44379.827994 + Penalty 2045.961450 = -42333.866543
  nChanged 1
		SP:Iteration 14Q (6525.310000 sec): 3 clusters
  Score: Raw -44381.255968 + Penalty 2045.961450 = -42335.294518
  nChanged 1
		SP:Iteration 15Q (6525.480000 sec): 3 clusters
  Score: Raw -44385.903842 + Penalty 2045.961450 = -42339.942392
  nChanged 1
		SP:Iteration 16Q (6525.670000 sec): 3 clusters
  Score: Raw -44391.721566 + Penalty 2045.961450 = -42345.760115
  nChanged 1
		SP:Iteration 17Q (6525.840000 sec): 3 clusters
  Score: Raw -44394.371572 + Penalty 2045.961450 = -42348.410121
  nChanged 0
		SP:Iteration 18F (6525.990000 sec): 3 clusters
  Score: Raw -44394.371572 + Penalty 2045.961450 = -42348.410121
  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 6.56 GB.

 Trying to split cluster 25 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6526.140000 sec): 2 clusters
  Score: Raw -73458.619367 + Penalty 1062.682718 = -72395.936649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6526.310000 sec): 3 clusters
  Score: Raw -73534.250928 + Penalty 2125.365436 = -71408.885493
  nChanged 228
		SP:Iteration 1F (6526.490000 sec): 3 clusters
  Score: Raw -74759.568231 + Penalty 2125.365436 = -72634.202796
  nChanged 122
		SP:Iteration 2F (6526.650000 sec): 3 clusters
  Score: Raw -75317.754821 + Penalty 2125.365436 = -73192.389386
  nChanged 44
		SP:Iteration 3F (6526.840000 sec): 3 clusters
  Score: Raw -75641.011944 + Penalty 2125.365436 = -73515.646509
  nChanged 24
		SP:Iteration 4Q (6527.020000 sec): 3 clusters
  Score: Raw -75972.024140 + Penalty 2125.365436 = -73846.658705
  nChanged 24
		SP:Iteration 5Q (6527.260000 sec): 3 clusters
  Score: Raw -76284.726848 + Penalty 2125.365436 = -74159.361413
  nChanged 13
		SP:Iteration 6Q (6527.430000 sec): 3 clusters
  Score: Raw -76731.935444 + Penalty 2125.365436 = -74606.570008
  nChanged 5
		SP:Iteration 7Q (6527.630000 sec): 3 clusters
  Score: Raw -76777.654864 + Penalty 2125.365436 = -74652.289428
  nChanged 3
		SP:Iteration 8Q (6527.770000 sec): 3 clusters
  Score: Raw -76785.145177 + Penalty 2125.365436 = -74659.779742
  nChanged 1
		SP:Iteration 9Q (6527.980000 sec): 3 clusters
  Score: Raw -76786.728966 + Penalty 2125.365436 = -74661.363530
  nChanged 1
		SP:Iteration 10Q (6528.140000 sec): 3 clusters
  Score: Raw -76788.167851 + Penalty 2125.365436 = -74662.802415
  nChanged 0
		SP:Iteration 11F (6528.340000 sec): 3 clusters
  Score: Raw -76788.167851 + Penalty 2125.365436 = -74662.802415
  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 6.56 GB.

 Trying to split cluster 26 (14948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6528.510000 sec): 2 clusters
  Score: Raw -1759100.318407 + Penalty 1562.004078 = -1757538.314329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6528.740000 sec): 3 clusters
  Score: Raw -1750286.071927 + Penalty 3124.008157 = -1747162.063770
  nChanged 6623
		SP:Iteration 1F (6528.970000 sec): 3 clusters
  Score: Raw -1753932.423204 + Penalty 3124.008157 = -1750808.415047
  nChanged 859
		SP:Iteration 2F (6529.190000 sec): 3 clusters
  Score: Raw -1754300.095094 + Penalty 3124.008157 = -1751176.086938
  nChanged 759
		SP:Iteration 3F (6529.420000 sec): 3 clusters
  Score: Raw -1754598.660833 + Penalty 3124.008157 = -1751474.652676
  nChanged 667
		SP:Iteration 4Q (6529.620000 sec): 3 clusters
  Score: Raw -1754865.899933 + Penalty 3124.008157 = -1751741.891776
  nChanged 630
		SP:Iteration 5Q (6529.870000 sec): 3 clusters
  Score: Raw -1755141.234752 + Penalty 3124.008157 = -1752017.226595
  nChanged 615
		SP:Iteration 6Q (6530.080000 sec): 3 clusters
  Score: Raw -1755438.016057 + Penalty 3124.008157 = -1752314.007900
  nChanged 658
		SP:Iteration 7Q (6530.300000 sec): 3 clusters
  Score: Raw -1755787.046133 + Penalty 3124.008157 = -1752663.037977
  nChanged 669
		SP:Iteration 8Q (6530.540000 sec): 3 clusters
  Score: Raw -1756171.758174 + Penalty 3124.008157 = -1753047.750017
  nChanged 658
		SP:Iteration 9Q (6530.790000 sec): 3 clusters
  Score: Raw -1756491.234632 + Penalty 3124.008157 = -1753367.226475
  nChanged 555
		SP:Iteration 10Q (6531.010000 sec): 3 clusters
  Score: Raw -1756747.204832 + Penalty 3124.008157 = -1753623.196675
  nChanged 509
		SP:Iteration 11Q (6531.270000 sec): 3 clusters
  Score: Raw -1756959.820482 + Penalty 3124.008157 = -1753835.812325
  nChanged 435
		SP:Iteration 12Q (6531.490000 sec): 3 clusters
  Score: Raw -1757125.258139 + Penalty 3124.008157 = -1754001.249982
  nChanged 358
		SP:Iteration 13Q (6531.790000 sec): 3 clusters
  Score: Raw -1757256.553782 + Penalty 3124.008157 = -1754132.545625
  nChanged 322
		SP:Iteration 14Q (6532.000000 sec): 3 clusters
  Score: Raw -1757362.825193 + Penalty 3124.008157 = -1754238.817036
  nChanged 273
		SP:Iteration 15Q (6532.220000 sec): 3 clusters
  Score: Raw -1757455.348422 + Penalty 3124.008157 = -1754331.340265
  nChanged 235
		SP:Iteration 16Q (6532.500000 sec): 3 clusters
  Score: Raw -1757539.842867 + Penalty 3124.008157 = -1754415.834710
  nChanged 226
		SP:Iteration 17Q (6532.770000 sec): 3 clusters
  Score: Raw -1757606.688555 + Penalty 3124.008157 = -1754482.680398
  nChanged 206
		SP:Iteration 18Q (6532.990000 sec): 3 clusters
  Score: Raw -1757670.136200 + Penalty 3124.008157 = -1754546.128043
  nChanged 216
		SP:Iteration 19Q (6533.240000 sec): 3 clusters
  Score: Raw -1757736.547334 + Penalty 3124.008157 = -1754612.539178
  nChanged 197
		SP:Iteration 20F (6533.540000 sec): 3 clusters
  Score: Raw -1757790.905375 + Penalty 3124.008157 = -1754666.897218
  nChanged 188
		SP:Iteration 21Q (6533.770000 sec): 3 clusters
  Score: Raw -1757838.862176 + Penalty 3124.008157 = -1754714.854019
  nChanged 174
		SP:Iteration 22Q (6534.030000 sec): 3 clusters
  Score: Raw -1757884.355662 + Penalty 3124.008157 = -1754760.347505
  nChanged 169
		SP:Iteration 23Q (6534.270000 sec): 3 clusters
  Score: Raw -1757924.550902 + Penalty 3124.008157 = -1754800.542745
  nChanged 163
		SP:Iteration 24Q (6534.580000 sec): 3 clusters
  Score: Raw -1757964.387210 + Penalty 3124.008157 = -1754840.379053
  nChanged 173
		SP:Iteration 25Q (6534.830000 sec): 3 clusters
  Score: Raw -1758012.872183 + Penalty 3124.008157 = -1754888.864026
  nChanged 174
		SP:Iteration 26Q (6535.070000 sec): 3 clusters
  Score: Raw -1758067.991772 + Penalty 3124.008157 = -1754943.983615
  nChanged 161
		SP:Iteration 27Q (6535.290000 sec): 3 clusters
  Score: Raw -1758115.785613 + Penalty 3124.008157 = -1754991.777456
  nChanged 164
		SP:Iteration 28Q (6535.580000 sec): 3 clusters
  Score: Raw -1758165.168526 + Penalty 3124.008157 = -1755041.160369
  nChanged 186
		SP:Iteration 29Q (6535.810000 sec): 3 clusters
  Score: Raw -1758230.167380 + Penalty 3124.008157 = -1755106.159223
  nChanged 209
		SP:Iteration 30Q (6536.100000 sec): 3 clusters
  Score: Raw -1758306.306664 + Penalty 3124.008157 = -1755182.298507
  nChanged 218
		SP:Iteration 31Q (6536.320000 sec): 3 clusters
  Score: Raw -1758388.044940 + Penalty 3124.008157 = -1755264.036783
  nChanged 221
		SP:Iteration 32Q (6536.580000 sec): 3 clusters
  Score: Raw -1758472.433106 + Penalty 3124.008157 = -1755348.424949
  nChanged 246
		SP:Iteration 33Q (6536.840000 sec): 3 clusters
  Score: Raw -1758578.489107 + Penalty 3124.008157 = -1755454.480950
  nChanged 257
		SP:Iteration 34Q (6537.080000 sec): 3 clusters
  Score: Raw -1758693.484379 + Penalty 3124.008157 = -1755569.476222
  nChanged 245
		SP:Iteration 35Q (6537.370000 sec): 3 clusters
  Score: Raw -1758807.432141 + Penalty 3124.008157 = -1755683.423985
  nChanged 249
		SP:Iteration 36Q (6537.580000 sec): 3 clusters
  Score: Raw -1758926.693023 + Penalty 3124.008157 = -1755802.684866
  nChanged 215
		SP:Iteration 37Q (6537.830000 sec): 3 clusters
  Score: Raw -1759041.028085 + Penalty 3124.008157 = -1755917.019928
  nChanged 212
		SP:Iteration 38Q (6538.100000 sec): 3 clusters
  Score: Raw -1759159.391193 + Penalty 3124.008157 = -1756035.383036
  nChanged 196
		SP:Iteration 39Q (6538.330000 sec): 3 clusters
  Score: Raw -1759273.247705 + Penalty 3124.008157 = -1756149.239548
  nChanged 174
		SP:Iteration 40F (6538.600000 sec): 3 clusters
  Score: Raw -1759374.488923 + Penalty 3124.008157 = -1756250.480766
  nChanged 159
		SP:Iteration 41Q (6538.800000 sec): 3 clusters
  Score: Raw -1759471.553495 + Penalty 3124.008157 = -1756347.545338
  nChanged 150
		SP:Iteration 42Q (6539.040000 sec): 3 clusters
  Score: Raw -1759569.892343 + Penalty 3124.008157 = -1756445.884186
  nChanged 136
		SP:Iteration 43Q (6539.230000 sec): 3 clusters
  Score: Raw -1759667.956007 + Penalty 3124.008157 = -1756543.947850
  nChanged 116
		SP:Iteration 44Q (6539.500000 sec): 3 clusters
  Score: Raw -1759741.624046 + Penalty 3124.008157 = -1756617.615889
  nChanged 70
		SP:Iteration 45Q (6539.720000 sec): 3 clusters
  Score: Raw -1759784.482861 + Penalty 3124.008157 = -1756660.474704
  nChanged 51
		SP:Iteration 46Q (6539.920000 sec): 3 clusters
  Score: Raw -1759807.636346 + Penalty 3124.008157 = -1756683.628189
  nChanged 34
		SP:Iteration 47Q (6540.140000 sec): 3 clusters
  Score: Raw -1759825.857837 + Penalty 3124.008157 = -1756701.849680
  nChanged 36
		SP:Iteration 48Q (6540.400000 sec): 3 clusters
  Score: Raw -1759847.413086 + Penalty 3124.008157 = -1756723.404929
  nChanged 31
		SP:Iteration 49Q (6540.700000 sec): 3 clusters
  Score: Raw -1759863.789221 + Penalty 3124.008157 = -1756739.781064
  nChanged 17
		SP:Iteration 50Q (6540.930000 sec): 3 clusters
  Score: Raw -1759874.414445 + Penalty 3124.008157 = -1756750.406288
  nChanged 19
		SP:Iteration 51Q (6541.160000 sec): 3 clusters
  Score: Raw -1759883.871150 + Penalty 3124.008157 = -1756759.862993
  nChanged 12
		SP:Iteration 52Q (6541.390000 sec): 3 clusters
  Score: Raw -1759890.979244 + Penalty 3124.008157 = -1756766.971088
  nChanged 13
		SP:Iteration 53Q (6541.660000 sec): 3 clusters
  Score: Raw -1759899.846977 + Penalty 3124.008157 = -1756775.838820
  nChanged 20
		SP:Iteration 54Q (6541.900000 sec): 3 clusters
  Score: Raw -1759914.332505 + Penalty 3124.008157 = -1756790.324348
  nChanged 11
		SP:Iteration 55Q (6542.140000 sec): 3 clusters
  Score: Raw -1759922.386155 + Penalty 3124.008157 = -1756798.377998
  nChanged 7
		SP:Iteration 56Q (6542.390000 sec): 3 clusters
  Score: Raw -1759927.437953 + Penalty 3124.008157 = -1756803.429797
  nChanged 6
		SP:Iteration 57Q (6542.600000 sec): 3 clusters
  Score: Raw -1759931.231779 + Penalty 3124.008157 = -1756807.223622
  nChanged 7
		SP:Iteration 58Q (6542.810000 sec): 3 clusters
  Score: Raw -1759934.735012 + Penalty 3124.008157 = -1756810.726855
  nChanged 4
		SP:Iteration 59Q (6543.040000 sec): 3 clusters
  Score: Raw -1759935.424453 + Penalty 3124.008157 = -1756811.416296
  nChanged 2
		SP:Iteration 60F (6543.350000 sec): 3 clusters
  Score: Raw -1759968.731634 + Penalty 3124.008157 = -1756844.723477
  nChanged 9
		SP:Iteration 61Q (6543.590000 sec): 3 clusters
  Score: Raw -1759989.273683 + Penalty 3124.008157 = -1756865.265526
  nChanged 17
		SP:Iteration 62Q (6543.790000 sec): 3 clusters
  Score: Raw -1759998.481093 + Penalty 3124.008157 = -1756874.472936
  nChanged 12
		SP:Iteration 63Q (6544.030000 sec): 3 clusters
  Score: Raw -1760004.364933 + Penalty 3124.008157 = -1756880.356776
  nChanged 8
		SP:Iteration 64Q (6544.210000 sec): 3 clusters
  Score: Raw -1760008.273543 + Penalty 3124.008157 = -1756884.265386
  nChanged 8
		SP:Iteration 65Q (6544.450000 sec): 3 clusters
  Score: Raw -1760013.561028 + Penalty 3124.008157 = -1756889.552871
  nChanged 10
		SP:Iteration 66Q (6544.710000 sec): 3 clusters
  Score: Raw -1760022.796603 + Penalty 3124.008157 = -1756898.788446
  nChanged 9
		SP:Iteration 67Q (6544.970000 sec): 3 clusters
  Score: Raw -1760029.322886 + Penalty 3124.008157 = -1756905.314729
  nChanged 12
		SP:Iteration 68Q (6545.190000 sec): 3 clusters
  Score: Raw -1760034.765395 + Penalty 3124.008157 = -1756910.757238
  nChanged 11
		SP:Iteration 69Q (6545.410000 sec): 3 clusters
  Score: Raw -1760046.067605 + Penalty 3124.008157 = -1756922.059449
  nChanged 21
		SP:Iteration 70Q (6545.690000 sec): 3 clusters
  Score: Raw -1760070.620820 + Penalty 3124.008157 = -1756946.612663
  nChanged 16
		SP:Iteration 71Q (6545.940000 sec): 3 clusters
  Score: Raw -1760081.645670 + Penalty 3124.008157 = -1756957.637513
  nChanged 13
		SP:Iteration 72Q (6546.180000 sec): 3 clusters
  Score: Raw -1760087.538968 + Penalty 3124.008157 = -1756963.530811
  nChanged 9
		SP:Iteration 73Q (6546.430000 sec): 3 clusters
  Score: Raw -1760092.034737 + Penalty 3124.008157 = -1756968.026581
  nChanged 3
		SP:Iteration 74Q (6546.690000 sec): 3 clusters
  Score: Raw -1760092.841249 + Penalty 3124.008157 = -1756968.833092
  nChanged 2
		SP:Iteration 75Q (6546.940000 sec): 3 clusters
  Score: Raw -1760093.178529 + Penalty 3124.008157 = -1756969.170372
  nChanged 1
		SP:Iteration 76Q (6547.180000 sec): 3 clusters
  Score: Raw -1760093.769174 + Penalty 3124.008157 = -1756969.761018
  nChanged 2
		SP:Iteration 77Q (6547.410000 sec): 3 clusters
  Score: Raw -1760094.187713 + Penalty 3124.008157 = -1756970.179556
  nChanged 2
		SP:Iteration 78Q (6547.700000 sec): 3 clusters
  Score: Raw -1760095.158041 + Penalty 3124.008157 = -1756971.149884
  nChanged 3
		SP:Iteration 79Q (6547.950000 sec): 3 clusters
  Score: Raw -1760096.220722 + Penalty 3124.008157 = -1756972.212565
  nChanged 2
		SP:Iteration 80F (6548.170000 sec): 3 clusters
  Score: Raw -1760101.044131 + Penalty 3124.008157 = -1756977.035974
  nChanged 2
		SP:Iteration 81Q (6548.410000 sec): 3 clusters
  Score: Raw -1760101.776368 + Penalty 3124.008157 = -1756977.768211
  nChanged 2
		SP:Iteration 82Q (6548.710000 sec): 3 clusters
  Score: Raw -1760102.973146 + Penalty 3124.008157 = -1756978.964989
  nChanged 6
		SP:Iteration 83Q (6548.950000 sec): 3 clusters
  Score: Raw -1760104.826783 + Penalty 3124.008157 = -1756980.818626
  nChanged 1
		SP:Iteration 84Q (6549.180000 sec): 3 clusters
  Score: Raw -1760105.534386 + Penalty 3124.008157 = -1756981.526229
  nChanged 1
		SP:Iteration 85Q (6549.410000 sec): 3 clusters
  Score: Raw -1760106.835766 + Penalty 3124.008157 = -1756982.827609
  nChanged 2
		SP:Iteration 86Q (6549.660000 sec): 3 clusters
  Score: Raw -1760107.311004 + Penalty 3124.008157 = -1756983.302847
  nChanged 0
		SP:Iteration 87F (6549.890000 sec): 3 clusters
  Score: Raw -1760107.311004 + Penalty 3124.008157 = -1756983.302847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (19088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6550.080000 sec): 2 clusters
  Score: Raw -2363349.487419 + Penalty 1601.732461 = -2361747.754958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6550.360000 sec): 3 clusters
  Score: Raw -2351883.118692 + Penalty 3203.464922 = -2348679.653770
  nChanged 8642
		SP:Iteration 1F (6550.640000 sec): 3 clusters
  Score: Raw -2356700.475466 + Penalty 3203.464922 = -2353497.010544
  nChanged 1162
		SP:Iteration 2F (6550.890000 sec): 3 clusters
  Score: Raw -2357387.477752 + Penalty 3203.464922 = -2354184.012830
  nChanged 1266
		SP:Iteration 3F (6551.120000 sec): 3 clusters
  Score: Raw -2358336.608000 + Penalty 3203.464922 = -2355133.143078
  nChanged 1481
		SP:Iteration 4F (6551.370000 sec): 3 clusters
  Score: Raw -2359531.438618 + Penalty 3203.464922 = -2356327.973697
  nChanged 1589
		SP:Iteration 5F (6551.670000 sec): 3 clusters
  Score: Raw -2360985.013813 + Penalty 3203.464922 = -2357781.548891
  nChanged 1572
		SP:Iteration 6F (6551.880000 sec): 3 clusters
  Score: Raw -2362408.297672 + Penalty 3203.464922 = -2359204.832750
  nChanged 1234
		SP:Iteration 7F (6552.190000 sec): 3 clusters
  Score: Raw -2363325.656341 + Penalty 3203.464922 = -2360122.191419
  nChanged 857
		SP:Iteration 8Q (6552.440000 sec): 3 clusters
  Score: Raw -2363852.427908 + Penalty 3203.464922 = -2360648.962986
  nChanged 620
		SP:Iteration 9Q (6552.710000 sec): 3 clusters
  Score: Raw -2364209.992823 + Penalty 3203.464922 = -2361006.527901
  nChanged 470
		SP:Iteration 10Q (6552.930000 sec): 3 clusters
  Score: Raw -2364414.682644 + Penalty 3203.464922 = -2361211.217722
  nChanged 321
		SP:Iteration 11Q (6553.190000 sec): 3 clusters
  Score: Raw -2364527.697826 + Penalty 3203.464922 = -2361324.232904
  nChanged 229
		SP:Iteration 12Q (6553.440000 sec): 3 clusters
  Score: Raw -2364600.549498 + Penalty 3203.464922 = -2361397.084576
  nChanged 204
		SP:Iteration 13Q (6553.680000 sec): 3 clusters
  Score: Raw -2364659.372285 + Penalty 3203.464922 = -2361455.907363
  nChanged 175
		SP:Iteration 14Q (6553.920000 sec): 3 clusters
  Score: Raw -2364702.188004 + Penalty 3203.464922 = -2361498.723082
  nChanged 148
		SP:Iteration 15Q (6554.190000 sec): 3 clusters
  Score: Raw -2364738.627489 + Penalty 3203.464922 = -2361535.162567
  nChanged 126
		SP:Iteration 16Q (6554.460000 sec): 3 clusters
  Score: Raw -2364762.529728 + Penalty 3203.464922 = -2361559.064806
  nChanged 95
		SP:Iteration 17Q (6554.760000 sec): 3 clusters
  Score: Raw -2364781.042498 + Penalty 3203.464922 = -2361577.577576
  nChanged 86
		SP:Iteration 18Q (6555.010000 sec): 3 clusters
  Score: Raw -2364796.421581 + Penalty 3203.464922 = -2361592.956659
  nChanged 72
		SP:Iteration 19Q (6555.290000 sec): 3 clusters
  Score: Raw -2364808.921608 + Penalty 3203.464922 = -2361605.456686
  nChanged 65
		SP:Iteration 20F (6555.550000 sec): 3 clusters
  Score: Raw -2364819.458998 + Penalty 3203.464922 = -2361615.994077
  nChanged 65
		SP:Iteration 21Q (6555.810000 sec): 3 clusters
  Score: Raw -2364829.637264 + Penalty 3203.464922 = -2361626.172342
  nChanged 59
		SP:Iteration 22Q (6556.070000 sec): 3 clusters
  Score: Raw -2364838.489840 + Penalty 3203.464922 = -2361635.024918
  nChanged 54
		SP:Iteration 23Q (6556.300000 sec): 3 clusters
  Score: Raw -2364846.419281 + Penalty 3203.464922 = -2361642.954359
  nChanged 49
		SP:Iteration 24Q (6556.610000 sec): 3 clusters
  Score: Raw -2364854.085630 + Penalty 3203.464922 = -2361650.620708
  nChanged 45
		SP:Iteration 25Q (6556.860000 sec): 3 clusters
  Score: Raw -2364861.887777 + Penalty 3203.464922 = -2361658.422855
  nChanged 48
		SP:Iteration 26Q (6557.100000 sec): 3 clusters
  Score: Raw -2364869.516433 + Penalty 3203.464922 = -2361666.051512
  nChanged 39
		SP:Iteration 27Q (6557.390000 sec): 3 clusters
  Score: Raw -2364875.789275 + Penalty 3203.464922 = -2361672.324354
  nChanged 40
		SP:Iteration 28Q (6557.660000 sec): 3 clusters
  Score: Raw -2364881.036098 + Penalty 3203.464922 = -2361677.571176
  nChanged 34
		SP:Iteration 29Q (6557.970000 sec): 3 clusters
  Score: Raw -2364885.150097 + Penalty 3203.464922 = -2361681.685176
  nChanged 25
		SP:Iteration 30Q (6558.250000 sec): 3 clusters
  Score: Raw -2364888.299463 + Penalty 3203.464922 = -2361684.834541
  nChanged 19
		SP:Iteration 31Q (6558.480000 sec): 3 clusters
  Score: Raw -2364890.646695 + Penalty 3203.464922 = -2361687.181773
  nChanged 15
		SP:Iteration 32Q (6558.750000 sec): 3 clusters
  Score: Raw -2364892.113019 + Penalty 3203.464922 = -2361688.648097
  nChanged 8
		SP:Iteration 33Q (6559.050000 sec): 3 clusters
  Score: Raw -2364892.987641 + Penalty 3203.464922 = -2361689.522719
  nChanged 6
		SP:Iteration 34Q (6559.300000 sec): 3 clusters
  Score: Raw -2364893.372746 + Penalty 3203.464922 = -2361689.907825
  nChanged 2
		SP:Iteration 35Q (6559.620000 sec): 3 clusters
  Score: Raw -2364893.510125 + Penalty 3203.464922 = -2361690.045203
  nChanged 2
		SP:Iteration 36Q (6559.900000 sec): 3 clusters
  Score: Raw -2364893.612216 + Penalty 3203.464922 = -2361690.147294
  nChanged 3
		SP:Iteration 37Q (6560.140000 sec): 3 clusters
  Score: Raw -2364893.800966 + Penalty 3203.464922 = -2361690.336044
  nChanged 5
		SP:Iteration 38Q (6560.390000 sec): 3 clusters
  Score: Raw -2364894.231098 + Penalty 3203.464922 = -2361690.766176
  nChanged 5
		SP:Iteration 39Q (6560.680000 sec): 3 clusters
  Score: Raw -2364894.654614 + Penalty 3203.464922 = -2361691.189692
  nChanged 3
		SP:Iteration 40F (6560.920000 sec): 3 clusters
  Score: Raw -2364894.772547 + Penalty 3203.464922 = -2361691.307625
  nChanged 5
		SP:Iteration 41Q (6561.210000 sec): 3 clusters
  Score: Raw -2364895.160672 + Penalty 3203.464922 = -2361691.695750
  nChanged 6
		SP:Iteration 42Q (6561.480000 sec): 3 clusters
  Score: Raw -2364895.757974 + Penalty 3203.464922 = -2361692.293052
  nChanged 6
		SP:Iteration 43Q (6561.740000 sec): 3 clusters
  Score: Raw -2364896.314935 + Penalty 3203.464922 = -2361692.850013
  nChanged 6
		SP:Iteration 44Q (6561.990000 sec): 3 clusters
  Score: Raw -2364896.887998 + Penalty 3203.464922 = -2361693.423076
  nChanged 6
		SP:Iteration 45Q (6562.240000 sec): 3 clusters
  Score: Raw -2364897.771819 + Penalty 3203.464922 = -2361694.306898
  nChanged 5
		SP:Iteration 46Q (6562.510000 sec): 3 clusters
  Score: Raw -2364898.445773 + Penalty 3203.464922 = -2361694.980852
  nChanged 5
		SP:Iteration 47Q (6562.770000 sec): 3 clusters
  Score: Raw -2364898.803706 + Penalty 3203.464922 = -2361695.338784
  nChanged 4
		SP:Iteration 48Q (6563.000000 sec): 3 clusters
  Score: Raw -2364899.341196 + Penalty 3203.464922 = -2361695.876275
  nChanged 4
		SP:Iteration 49Q (6563.280000 sec): 3 clusters
  Score: Raw -2364899.945685 + Penalty 3203.464922 = -2361696.480764
  nChanged 9
		SP:Iteration 50Q (6563.530000 sec): 3 clusters
  Score: Raw -2364900.875205 + Penalty 3203.464922 = -2361697.410283
  nChanged 12
		SP:Iteration 51Q (6563.830000 sec): 3 clusters
  Score: Raw -2364902.536693 + Penalty 3203.464922 = -2361699.071771
  nChanged 12
		SP:Iteration 52Q (6564.060000 sec): 3 clusters
  Score: Raw -2364904.156620 + Penalty 3203.464922 = -2361700.691698
  nChanged 13
		SP:Iteration 53Q (6564.290000 sec): 3 clusters
  Score: Raw -2364905.601141 + Penalty 3203.464922 = -2361702.136219
  nChanged 11
		SP:Iteration 54Q (6564.510000 sec): 3 clusters
  Score: Raw -2364907.100574 + Penalty 3203.464922 = -2361703.635652
  nChanged 9
		SP:Iteration 55Q (6564.790000 sec): 3 clusters
  Score: Raw -2364907.828428 + Penalty 3203.464922 = -2361704.363507
  nChanged 8
		SP:Iteration 56Q (6565.030000 sec): 3 clusters
  Score: Raw -2364908.575964 + Penalty 3203.464922 = -2361705.111042
  nChanged 6
		SP:Iteration 57Q (6565.260000 sec): 3 clusters
  Score: Raw -2364909.088703 + Penalty 3203.464922 = -2361705.623781
  nChanged 5
		SP:Iteration 58Q (6565.540000 sec): 3 clusters
  Score: Raw -2364909.405613 + Penalty 3203.464922 = -2361705.940691
  nChanged 3
		SP:Iteration 59Q (6565.750000 sec): 3 clusters
  Score: Raw -2364909.621495 + Penalty 3203.464922 = -2361706.156573
  nChanged 1
		SP:Iteration 60F (6566.010000 sec): 3 clusters
  Score: Raw -2364909.713129 + Penalty 3203.464922 = -2361706.248207
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (1119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6566.090000 sec): 2 clusters
  Score: Raw -126342.315064 + Penalty 1140.780990 = -125201.534074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6566.280000 sec): 3 clusters
  Score: Raw -126046.736754 + Penalty 2281.561980 = -123765.174774
  nChanged 352
		SP:Iteration 1F (6566.410000 sec): 3 clusters
  Score: Raw -126443.133416 + Penalty 2281.561980 = -124161.571435
  nChanged 111
		SP:Iteration 2F (6566.580000 sec): 3 clusters
  Score: Raw -126585.493417 + Penalty 2281.561980 = -124303.931436
  nChanged 71
		SP:Iteration 3F (6566.730000 sec): 3 clusters
  Score: Raw -126670.765027 + Penalty 2281.561980 = -124389.203047
  nChanged 52
		SP:Iteration 4Q (6566.870000 sec): 3 clusters
  Score: Raw -126743.474629 + Penalty 2281.561980 = -124461.912648
  nChanged 41
		SP:Iteration 5Q (6567.030000 sec): 3 clusters
  Score: Raw -126808.716021 + Penalty 2281.561980 = -124527.154040
  nChanged 40
		SP:Iteration 6Q (6567.230000 sec): 3 clusters
  Score: Raw -126860.109290 + Penalty 2281.561980 = -124578.547310
  nChanged 25
		SP:Iteration 7Q (6567.380000 sec): 3 clusters
  Score: Raw -126886.903026 + Penalty 2281.561980 = -124605.341046
  nChanged 21
		SP:Iteration 8Q (6567.570000 sec): 3 clusters
  Score: Raw -126913.508731 + Penalty 2281.561980 = -124631.946751
  nChanged 13
		SP:Iteration 9Q (6567.750000 sec): 3 clusters
  Score: Raw -126929.790787 + Penalty 2281.561980 = -124648.228807
  nChanged 6
		SP:Iteration 10Q (6567.910000 sec): 3 clusters
  Score: Raw -126936.445519 + Penalty 2281.561980 = -124654.883538
  nChanged 7
		SP:Iteration 11Q (6568.130000 sec): 3 clusters
  Score: Raw -126945.089790 + Penalty 2281.561980 = -124663.527810
  nChanged 4
		SP:Iteration 12Q (6568.290000 sec): 3 clusters
  Score: Raw -126950.767941 + Penalty 2281.561980 = -124669.205961
  nChanged 0
		SP:Iteration 13F (6568.440000 sec): 3 clusters
  Score: Raw -126950.767941 + Penalty 2281.561980 = -124669.205961
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (7251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6568.570000 sec): 2 clusters
  Score: Raw -828621.741609 + Penalty 1444.445384 = -827177.296225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6568.780000 sec): 3 clusters
  Score: Raw -824815.776304 + Penalty 2888.890768 = -821926.885536
  nChanged 3023
		SP:Iteration 1F (6568.980000 sec): 3 clusters
  Score: Raw -826958.239764 + Penalty 2888.890768 = -824069.348997
  nChanged 710
		SP:Iteration 2F (6569.200000 sec): 3 clusters
  Score: Raw -827980.743306 + Penalty 2888.890768 = -825091.852538
  nChanged 772
		SP:Iteration 3F (6569.450000 sec): 3 clusters
  Score: Raw -829166.527009 + Penalty 2888.890768 = -826277.636241
  nChanged 721
		SP:Iteration 4F (6569.630000 sec): 3 clusters
  Score: Raw -830138.225699 + Penalty 2888.890768 = -827249.334932
  nChanged 512
		SP:Iteration 5F (6569.840000 sec): 3 clusters
  Score: Raw -830628.372840 + Penalty 2888.890768 = -827739.482072
  nChanged 299
		SP:Iteration 6Q (6570.060000 sec): 3 clusters
  Score: Raw -830829.423921 + Penalty 2888.890768 = -827940.533153
  nChanged 180
		SP:Iteration 7Q (6570.250000 sec): 3 clusters
  Score: Raw -830929.950062 + Penalty 2888.890768 = -828041.059294
  nChanged 124
		SP:Iteration 8Q (6570.470000 sec): 3 clusters
  Score: Raw -830976.419488 + Penalty 2888.890768 = -828087.528721
  nChanged 71
		SP:Iteration 9Q (6570.690000 sec): 3 clusters
  Score: Raw -830999.266220 + Penalty 2888.890768 = -828110.375452
  nChanged 51
		SP:Iteration 10Q (6570.930000 sec): 3 clusters
  Score: Raw -831010.537075 + Penalty 2888.890768 = -828121.646308
  nChanged 31
		SP:Iteration 11Q (6571.130000 sec): 3 clusters
  Score: Raw -831018.237952 + Penalty 2888.890768 = -828129.347185
  nChanged 30
		SP:Iteration 12Q (6571.290000 sec): 3 clusters
  Score: Raw -831026.226644 + Penalty 2888.890768 = -828137.335876
  nChanged 28
		SP:Iteration 13Q (6571.500000 sec): 3 clusters
  Score: Raw -831036.328169 + Penalty 2888.890768 = -828147.437401
  nChanged 22
		SP:Iteration 14Q (6571.720000 sec): 3 clusters
  Score: Raw -831042.046111 + Penalty 2888.890768 = -828153.155343
  nChanged 20
		SP:Iteration 15Q (6571.870000 sec): 3 clusters
  Score: Raw -831046.156923 + Penalty 2888.890768 = -828157.266155
  nChanged 17
		SP:Iteration 16Q (6572.100000 sec): 3 clusters
  Score: Raw -831049.321328 + Penalty 2888.890768 = -828160.430561
  nChanged 20
		SP:Iteration 17Q (6572.280000 sec): 3 clusters
  Score: Raw -831053.502088 + Penalty 2888.890768 = -828164.611321
  nChanged 12
		SP:Iteration 18Q (6572.510000 sec): 3 clusters
  Score: Raw -831055.417712 + Penalty 2888.890768 = -828166.526945
  nChanged 6
		SP:Iteration 19Q (6572.650000 sec): 3 clusters
  Score: Raw -831056.321539 + Penalty 2888.890768 = -828167.430771
  nChanged 5
		SP:Iteration 20F (6572.880000 sec): 3 clusters
  Score: Raw -831057.380849 + Penalty 2888.890768 = -828168.490082
  nChanged 9
		SP:Iteration 21Q (6573.090000 sec): 3 clusters
  Score: Raw -831059.095768 + Penalty 2888.890768 = -828170.205000
  nChanged 7
		SP:Iteration 22Q (6573.290000 sec): 3 clusters
  Score: Raw -831059.951361 + Penalty 2888.890768 = -828171.060594
  nChanged 3
		SP:Iteration 23Q (6573.510000 sec): 3 clusters
  Score: Raw -831060.203122 + Penalty 2888.890768 = -828171.312355
  nChanged 1
		SP:Iteration 24Q (6573.700000 sec): 3 clusters
  Score: Raw -831060.247167 + Penalty 2888.890768 = -828171.356400
  nChanged 2
		SP:Iteration 25Q (6573.890000 sec): 3 clusters
  Score: Raw -831060.406125 + Penalty 2888.890768 = -828171.515357
  nChanged 2
		SP:Iteration 26Q (6574.080000 sec): 3 clusters
  Score: Raw -831060.496552 + Penalty 2888.890768 = -828171.605784
  nChanged 1
		SP:Iteration 27Q (6574.330000 sec): 3 clusters
  Score: Raw -831060.518785 + Penalty 2888.890768 = -828171.628018
  nChanged 0
		SP:Iteration 28F (6574.540000 sec): 3 clusters
  Score: Raw -831060.518785 + Penalty 2888.890768 = -828171.628018
  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 6.56 GB.

 Trying to split cluster 30 (9364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6574.670000 sec): 2 clusters
  Score: Raw -1005621.857194 + Penalty 1486.002022 = -1004135.855172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6574.860000 sec): 3 clusters
  Score: Raw -1000455.585333 + Penalty 2972.004044 = -997483.581289
  nChanged 4047
		SP:Iteration 1F (6575.070000 sec): 3 clusters
  Score: Raw -1003018.033179 + Penalty 2972.004044 = -1000046.029135
  nChanged 760
		SP:Iteration 2F (6575.280000 sec): 3 clusters
  Score: Raw -1003523.950331 + Penalty 2972.004044 = -1000551.946286
  nChanged 626
		SP:Iteration 3F (6575.530000 sec): 3 clusters
  Score: Raw -1003932.081804 + Penalty 2972.004044 = -1000960.077760
  nChanged 551
		SP:Iteration 4F (6575.770000 sec): 3 clusters
  Score: Raw -1004257.861188 + Penalty 2972.004044 = -1001285.857144
  nChanged 500
		SP:Iteration 5F (6575.950000 sec): 3 clusters
  Score: Raw -1004534.581208 + Penalty 2972.004044 = -1001562.577164
  nChanged 419
		SP:Iteration 6Q (6576.160000 sec): 3 clusters
  Score: Raw -1004757.562188 + Penalty 2972.004044 = -1001785.558144
  nChanged 373
		SP:Iteration 7Q (6576.400000 sec): 3 clusters
  Score: Raw -1004953.615982 + Penalty 2972.004044 = -1001981.611938
  nChanged 332
		SP:Iteration 8Q (6576.590000 sec): 3 clusters
  Score: Raw -1005123.256340 + Penalty 2972.004044 = -1002151.252296
  nChanged 299
		SP:Iteration 9Q (6576.790000 sec): 3 clusters
  Score: Raw -1005270.854791 + Penalty 2972.004044 = -1002298.850747
  nChanged 221
		SP:Iteration 10Q (6577.030000 sec): 3 clusters
  Score: Raw -1005359.817830 + Penalty 2972.004044 = -1002387.813785
  nChanged 193
		SP:Iteration 11Q (6577.250000 sec): 3 clusters
  Score: Raw -1005431.235143 + Penalty 2972.004044 = -1002459.231099
  nChanged 171
		SP:Iteration 12Q (6577.450000 sec): 3 clusters
  Score: Raw -1005492.111247 + Penalty 2972.004044 = -1002520.107202
  nChanged 153
		SP:Iteration 13Q (6577.690000 sec): 3 clusters
  Score: Raw -1005545.179554 + Penalty 2972.004044 = -1002573.175510
  nChanged 150
		SP:Iteration 14Q (6577.870000 sec): 3 clusters
  Score: Raw -1005600.702457 + Penalty 2972.004044 = -1002628.698412
  nChanged 147
		SP:Iteration 15Q (6578.130000 sec): 3 clusters
  Score: Raw -1005658.622906 + Penalty 2972.004044 = -1002686.618861
  nChanged 141
		SP:Iteration 16Q (6578.320000 sec): 3 clusters
  Score: Raw -1005711.379251 + Penalty 2972.004044 = -1002739.375207
  nChanged 132
		SP:Iteration 17Q (6578.520000 sec): 3 clusters
  Score: Raw -1005764.191104 + Penalty 2972.004044 = -1002792.187060
  nChanged 161
		SP:Iteration 18Q (6578.730000 sec): 3 clusters
  Score: Raw -1005830.703147 + Penalty 2972.004044 = -1002858.699103
  nChanged 161
		SP:Iteration 19Q (6578.950000 sec): 3 clusters
  Score: Raw -1005903.746909 + Penalty 2972.004044 = -1002931.742865
  nChanged 158
		SP:Iteration 20F (6579.170000 sec): 3 clusters
  Score: Raw -1005969.108928 + Penalty 2972.004044 = -1002997.104884
  nChanged 136
		SP:Iteration 21Q (6579.430000 sec): 3 clusters
  Score: Raw -1006022.799527 + Penalty 2972.004044 = -1003050.795482
  nChanged 130
		SP:Iteration 22Q (6579.630000 sec): 3 clusters
  Score: Raw -1006079.640898 + Penalty 2972.004044 = -1003107.636854
  nChanged 138
		SP:Iteration 23Q (6579.860000 sec): 3 clusters
  Score: Raw -1006147.129506 + Penalty 2972.004044 = -1003175.125462
  nChanged 117
		SP:Iteration 24Q (6580.070000 sec): 3 clusters
  Score: Raw -1006207.157464 + Penalty 2972.004044 = -1003235.153420
  nChanged 123
		SP:Iteration 25Q (6580.240000 sec): 3 clusters
  Score: Raw -1006264.378946 + Penalty 2972.004044 = -1003292.374901
  nChanged 88
		SP:Iteration 26Q (6580.470000 sec): 3 clusters
  Score: Raw -1006305.721128 + Penalty 2972.004044 = -1003333.717084
  nChanged 90
		SP:Iteration 27Q (6580.690000 sec): 3 clusters
  Score: Raw -1006348.609861 + Penalty 2972.004044 = -1003376.605817
  nChanged 70
		SP:Iteration 28Q (6580.880000 sec): 3 clusters
  Score: Raw -1006393.044672 + Penalty 2972.004044 = -1003421.040627
  nChanged 64
		SP:Iteration 29Q (6581.140000 sec): 3 clusters
  Score: Raw -1006434.811884 + Penalty 2972.004044 = -1003462.807839
  nChanged 66
		SP:Iteration 30Q (6581.330000 sec): 3 clusters
  Score: Raw -1006479.017766 + Penalty 2972.004044 = -1003507.013722
  nChanged 53
		SP:Iteration 31Q (6581.540000 sec): 3 clusters
  Score: Raw -1006514.910829 + Penalty 2972.004044 = -1003542.906784
  nChanged 37
		SP:Iteration 32Q (6581.780000 sec): 3 clusters
  Score: Raw -1006535.038720 + Penalty 2972.004044 = -1003563.034676
  nChanged 36
		SP:Iteration 33Q (6582.000000 sec): 3 clusters
  Score: Raw -1006546.949444 + Penalty 2972.004044 = -1003574.945399
  nChanged 33
		SP:Iteration 34Q (6582.220000 sec): 3 clusters
  Score: Raw -1006558.895122 + Penalty 2972.004044 = -1003586.891077
  nChanged 30
		SP:Iteration 35Q (6582.440000 sec): 3 clusters
  Score: Raw -1006572.169983 + Penalty 2972.004044 = -1003600.165939
  nChanged 28
		SP:Iteration 36Q (6582.660000 sec): 3 clusters
  Score: Raw -1006580.787257 + Penalty 2972.004044 = -1003608.783213
  nChanged 14
		SP:Iteration 37Q (6582.820000 sec): 3 clusters
  Score: Raw -1006585.433136 + Penalty 2972.004044 = -1003613.429092
  nChanged 12
		SP:Iteration 38Q (6583.080000 sec): 3 clusters
  Score: Raw -1006590.244246 + Penalty 2972.004044 = -1003618.240202
  nChanged 8
		SP:Iteration 39Q (6583.260000 sec): 3 clusters
  Score: Raw -1006593.106156 + Penalty 2972.004044 = -1003621.102112
  nChanged 8
		SP:Iteration 40F (6583.490000 sec): 3 clusters
  Score: Raw -1006600.294005 + Penalty 2972.004044 = -1003628.289961
  nChanged 10
		SP:Iteration 41Q (6583.710000 sec): 3 clusters
  Score: Raw -1006606.567270 + Penalty 2972.004044 = -1003634.563225
  nChanged 10
		SP:Iteration 42Q (6583.920000 sec): 3 clusters
  Score: Raw -1006608.906358 + Penalty 2972.004044 = -1003636.902314
  nChanged 6
		SP:Iteration 43Q (6584.160000 sec): 3 clusters
  Score: Raw -1006610.317773 + Penalty 2972.004044 = -1003638.313729
  nChanged 6
		SP:Iteration 44Q (6584.360000 sec): 3 clusters
  Score: Raw -1006611.832422 + Penalty 2972.004044 = -1003639.828378
  nChanged 6
		SP:Iteration 45Q (6584.570000 sec): 3 clusters
  Score: Raw -1006612.635373 + Penalty 2972.004044 = -1003640.631328
  nChanged 4
		SP:Iteration 46Q (6584.790000 sec): 3 clusters
  Score: Raw -1006613.390028 + Penalty 2972.004044 = -1003641.385984
  nChanged 3
		SP:Iteration 47Q (6584.990000 sec): 3 clusters
  Score: Raw -1006613.716050 + Penalty 2972.004044 = -1003641.712006
  nChanged 2
		SP:Iteration 48Q (6585.230000 sec): 3 clusters
  Score: Raw -1006613.901790 + Penalty 2972.004044 = -1003641.897746
  nChanged 3
		SP:Iteration 49Q (6585.440000 sec): 3 clusters
  Score: Raw -1006614.575693 + Penalty 2972.004044 = -1003642.571649
  nChanged 2
		SP:Iteration 50Q (6585.620000 sec): 3 clusters
  Score: Raw -1006615.032939 + Penalty 2972.004044 = -1003643.028895
  nChanged 3
		SP:Iteration 51Q (6585.830000 sec): 3 clusters
  Score: Raw -1006615.996741 + Penalty 2972.004044 = -1003643.992696
  nChanged 4
		SP:Iteration 52Q (6586.100000 sec): 3 clusters
  Score: Raw -1006618.043233 + Penalty 2972.004044 = -1003646.039189
  nChanged 4
		SP:Iteration 53Q (6586.300000 sec): 3 clusters
  Score: Raw -1006619.890782 + Penalty 2972.004044 = -1003647.886738
  nChanged 6
		SP:Iteration 54Q (6586.500000 sec): 3 clusters
  Score: Raw -1006621.350184 + Penalty 2972.004044 = -1003649.346140
  nChanged 7
		SP:Iteration 55Q (6586.740000 sec): 3 clusters
  Score: Raw -1006623.661720 + Penalty 2972.004044 = -1003651.657676
  nChanged 7
		SP:Iteration 56Q (6586.940000 sec): 3 clusters
  Score: Raw -1006625.749512 + Penalty 2972.004044 = -1003653.745468
  nChanged 11
		SP:Iteration 57Q (6587.140000 sec): 3 clusters
  Score: Raw -1006629.218062 + Penalty 2972.004044 = -1003657.214017
  nChanged 11
		SP:Iteration 58Q (6587.350000 sec): 3 clusters
  Score: Raw -1006632.951112 + Penalty 2972.004044 = -1003660.947067
  nChanged 11
		SP:Iteration 59Q (6587.540000 sec): 3 clusters
  Score: Raw -1006635.370370 + Penalty 2972.004044 = -1003663.366326
  nChanged 7
		SP:Iteration 60F (6587.760000 sec): 3 clusters
  Score: Raw -1006637.355812 + Penalty 2972.004044 = -1003665.351768
  nChanged 9
		SP:Iteration 61Q (6587.940000 sec): 3 clusters
  Score: Raw -1006639.598471 + Penalty 2972.004044 = -1003667.594427
  nChanged 6
		SP:Iteration 62Q (6588.170000 sec): 3 clusters
  Score: Raw -1006640.812908 + Penalty 2972.004044 = -1003668.808864
  nChanged 5
		SP:Iteration 63Q (6588.380000 sec): 3 clusters
  Score: Raw -1006642.997376 + Penalty 2972.004044 = -1003670.993332
  nChanged 8
		SP:Iteration 64Q (6588.580000 sec): 3 clusters
  Score: Raw -1006646.390983 + Penalty 2972.004044 = -1003674.386939
  nChanged 6
		SP:Iteration 65Q (6588.780000 sec): 3 clusters
  Score: Raw -1006648.040058 + Penalty 2972.004044 = -1003676.036014
  nChanged 4
		SP:Iteration 66Q (6589.010000 sec): 3 clusters
  Score: Raw -1006649.554023 + Penalty 2972.004044 = -1003677.549979
  nChanged 6
		SP:Iteration 67Q (6589.200000 sec): 3 clusters
  Score: Raw -1006651.048027 + Penalty 2972.004044 = -1003679.043982
  nChanged 4
		SP:Iteration 68Q (6589.420000 sec): 3 clusters
  Score: Raw -1006651.897435 + Penalty 2972.004044 = -1003679.893391
  nChanged 3
		SP:Iteration 69Q (6589.630000 sec): 3 clusters
  Score: Raw -1006652.507166 + Penalty 2972.004044 = -1003680.503121
  nChanged 2
		SP:Iteration 70Q (6589.840000 sec): 3 clusters
  Score: Raw -1006652.875356 + Penalty 2972.004044 = -1003680.871312
  nChanged 0
		SP:Iteration 71F (6590.060000 sec): 3 clusters
  Score: Raw -1006652.875356 + Penalty 2972.004044 = -1003680.871312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6590.170000 sec): 2 clusters
  Score: Raw -338521.472201 + Penalty 1300.600818 = -337220.871384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6590.420000 sec): 3 clusters
  Score: Raw -337150.349287 + Penalty 2601.201635 = -334549.147651
  nChanged 1162
		SP:Iteration 1F (6590.600000 sec): 3 clusters
  Score: Raw -338029.997048 + Penalty 2601.201635 = -335428.795413
  nChanged 286
		SP:Iteration 2F (6590.760000 sec): 3 clusters
  Score: Raw -338382.955893 + Penalty 2601.201635 = -335781.754258
  nChanged 250
		SP:Iteration 3F (6590.960000 sec): 3 clusters
  Score: Raw -338744.816538 + Penalty 2601.201635 = -336143.614903
  nChanged 213
		SP:Iteration 4F (6591.140000 sec): 3 clusters
  Score: Raw -339051.990392 + Penalty 2601.201635 = -336450.788756
  nChanged 162
		SP:Iteration 5F (6591.320000 sec): 3 clusters
  Score: Raw -339210.901106 + Penalty 2601.201635 = -336609.699471
  nChanged 111
		SP:Iteration 6Q (6591.500000 sec): 3 clusters
  Score: Raw -339292.492684 + Penalty 2601.201635 = -336691.291049
  nChanged 69
		SP:Iteration 7Q (6591.700000 sec): 3 clusters
  Score: Raw -339341.385141 + Penalty 2601.201635 = -336740.183505
  nChanged 43
		SP:Iteration 8Q (6591.880000 sec): 3 clusters
  Score: Raw -339376.207874 + Penalty 2601.201635 = -336775.006239
  nChanged 48
		SP:Iteration 9Q (6592.120000 sec): 3 clusters
  Score: Raw -339400.261138 + Penalty 2601.201635 = -336799.059503
  nChanged 30
		SP:Iteration 10Q (6592.300000 sec): 3 clusters
  Score: Raw -339418.249507 + Penalty 2601.201635 = -336817.047872
  nChanged 29
		SP:Iteration 11Q (6592.490000 sec): 3 clusters
  Score: Raw -339434.351197 + Penalty 2601.201635 = -336833.149562
  nChanged 24
		SP:Iteration 12Q (6592.640000 sec): 3 clusters
  Score: Raw -339448.648841 + Penalty 2601.201635 = -336847.447206
  nChanged 27
		SP:Iteration 13Q (6592.810000 sec): 3 clusters
  Score: Raw -339463.784010 + Penalty 2601.201635 = -336862.582374
  nChanged 20
		SP:Iteration 14Q (6593.000000 sec): 3 clusters
  Score: Raw -339474.661402 + Penalty 2601.201635 = -336873.459766
  nChanged 17
		SP:Iteration 15Q (6593.180000 sec): 3 clusters
  Score: Raw -339482.767431 + Penalty 2601.201635 = -336881.565796
  nChanged 17
		SP:Iteration 16Q (6593.370000 sec): 3 clusters
  Score: Raw -339489.840471 + Penalty 2601.201635 = -336888.638836
  nChanged 16
		SP:Iteration 17Q (6593.560000 sec): 3 clusters
  Score: Raw -339498.990583 + Penalty 2601.201635 = -336897.788947
  nChanged 16
		SP:Iteration 18Q (6593.730000 sec): 3 clusters
  Score: Raw -339507.442975 + Penalty 2601.201635 = -336906.241340
  nChanged 12
		SP:Iteration 19Q (6593.940000 sec): 3 clusters
  Score: Raw -339512.817249 + Penalty 2601.201635 = -336911.615613
  nChanged 13
		SP:Iteration 20F (6594.100000 sec): 3 clusters
  Score: Raw -339517.957591 + Penalty 2601.201635 = -336916.755956
  nChanged 15
		SP:Iteration 21Q (6594.310000 sec): 3 clusters
  Score: Raw -339523.720827 + Penalty 2601.201635 = -336922.519192
  nChanged 10
		SP:Iteration 22Q (6594.510000 sec): 3 clusters
  Score: Raw -339529.412295 + Penalty 2601.201635 = -336928.210659
  nChanged 16
		SP:Iteration 23Q (6594.680000 sec): 3 clusters
  Score: Raw -339537.670927 + Penalty 2601.201635 = -336936.469292
  nChanged 22
		SP:Iteration 24Q (6594.860000 sec): 3 clusters
  Score: Raw -339553.870923 + Penalty 2601.201635 = -336952.669288
  nChanged 23
		SP:Iteration 25Q (6595.070000 sec): 3 clusters
  Score: Raw -339567.989467 + Penalty 2601.201635 = -336966.787832
  nChanged 16
		SP:Iteration 26Q (6595.260000 sec): 3 clusters
  Score: Raw -339575.339130 + Penalty 2601.201635 = -336974.137494
  nChanged 14
		SP:Iteration 27Q (6595.460000 sec): 3 clusters
  Score: Raw -339582.476972 + Penalty 2601.201635 = -336981.275337
  nChanged 18
		SP:Iteration 28Q (6595.660000 sec): 3 clusters
  Score: Raw -339591.763170 + Penalty 2601.201635 = -336990.561535
  nChanged 13
		SP:Iteration 29Q (6595.850000 sec): 3 clusters
  Score: Raw -339597.699818 + Penalty 2601.201635 = -336996.498183
  nChanged 14
		SP:Iteration 30Q (6596.060000 sec): 3 clusters
  Score: Raw -339602.309013 + Penalty 2601.201635 = -337001.107378
  nChanged 9
		SP:Iteration 31Q (6596.290000 sec): 3 clusters
  Score: Raw -339605.016184 + Penalty 2601.201635 = -337003.814549
  nChanged 7
		SP:Iteration 32Q (6596.440000 sec): 3 clusters
  Score: Raw -339606.328801 + Penalty 2601.201635 = -337005.127166
  nChanged 3
		SP:Iteration 33Q (6596.630000 sec): 3 clusters
  Score: Raw -339606.728391 + Penalty 2601.201635 = -337005.526756
  nChanged 1
		SP:Iteration 34Q (6596.830000 sec): 3 clusters
  Score: Raw -339607.215346 + Penalty 2601.201635 = -337006.013711
  nChanged 0
		SP:Iteration 35F (6597.020000 sec): 3 clusters
  Score: Raw -339607.215346 + Penalty 2601.201635 = -337006.013711
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (19975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6597.230000 sec): 2 clusters
  Score: Raw -2367618.222042 + Penalty 1609.113475 = -2366009.108567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6597.510000 sec): 3 clusters
  Score: Raw -2355573.550759 + Penalty 3218.226950 = -2352355.323808
  nChanged 9036
		SP:Iteration 1F (6597.800000 sec): 3 clusters
  Score: Raw -2360828.175907 + Penalty 3218.226950 = -2357609.948957
  nChanged 1387
		SP:Iteration 2F (6598.060000 sec): 3 clusters
  Score: Raw -2361832.481804 + Penalty 3218.226950 = -2358614.254853
  nChanged 1585
		SP:Iteration 3F (6598.290000 sec): 3 clusters
  Score: Raw -2363465.053440 + Penalty 3218.226950 = -2360246.826490
  nChanged 1806
		SP:Iteration 4F (6598.600000 sec): 3 clusters
  Score: Raw -2365612.943853 + Penalty 3218.226950 = -2362394.716903
  nChanged 1620
		SP:Iteration 5F (6598.860000 sec): 3 clusters
  Score: Raw -2367414.469157 + Penalty 3218.226950 = -2364196.242206
  nChanged 1278
		SP:Iteration 6F (6599.100000 sec): 3 clusters
  Score: Raw -2368363.794470 + Penalty 3218.226950 = -2365145.567520
  nChanged 832
		SP:Iteration 7Q (6599.350000 sec): 3 clusters
  Score: Raw -2368805.305864 + Penalty 3218.226950 = -2365587.078914
  nChanged 577
		SP:Iteration 8Q (6599.620000 sec): 3 clusters
  Score: Raw -2369076.694931 + Penalty 3218.226950 = -2365858.467980
  nChanged 462
		SP:Iteration 9Q (6599.870000 sec): 3 clusters
  Score: Raw -2369304.330686 + Penalty 3218.226950 = -2366086.103735
  nChanged 434
		SP:Iteration 10Q (6600.150000 sec): 3 clusters
  Score: Raw -2369530.647698 + Penalty 3218.226950 = -2366312.420748
  nChanged 400
		SP:Iteration 11Q (6600.350000 sec): 3 clusters
  Score: Raw -2369745.731719 + Penalty 3218.226950 = -2366527.504769
  nChanged 394
		SP:Iteration 12Q (6600.590000 sec): 3 clusters
  Score: Raw -2369969.331662 + Penalty 3218.226950 = -2366751.104712
  nChanged 377
		SP:Iteration 13Q (6600.860000 sec): 3 clusters
  Score: Raw -2370190.414817 + Penalty 3218.226950 = -2366972.187867
  nChanged 359
		SP:Iteration 14Q (6601.110000 sec): 3 clusters
  Score: Raw -2370386.729436 + Penalty 3218.226950 = -2367168.502486
  nChanged 323
		SP:Iteration 15Q (6601.330000 sec): 3 clusters
  Score: Raw -2370566.325995 + Penalty 3218.226950 = -2367348.099045
  nChanged 282
		SP:Iteration 16Q (6601.620000 sec): 3 clusters
  Score: Raw -2370705.636952 + Penalty 3218.226950 = -2367487.410001
  nChanged 230
		SP:Iteration 17Q (6601.850000 sec): 3 clusters
  Score: Raw -2370784.708940 + Penalty 3218.226950 = -2367566.481990
  nChanged 164
		SP:Iteration 18Q (6602.120000 sec): 3 clusters
  Score: Raw -2370825.036034 + Penalty 3218.226950 = -2367606.809084
  nChanged 88
		SP:Iteration 19Q (6602.360000 sec): 3 clusters
  Score: Raw -2370838.769836 + Penalty 3218.226950 = -2367620.542886
  nChanged 35
		SP:Iteration 20F (6602.610000 sec): 3 clusters
  Score: Raw -2370843.088134 + Penalty 3218.226950 = -2367624.861183
  nChanged 26
		SP:Iteration 21Q (6602.870000 sec): 3 clusters
  Score: Raw -2370846.183101 + Penalty 3218.226950 = -2367627.956150
  nChanged 24
		SP:Iteration 22Q (6603.120000 sec): 3 clusters
  Score: Raw -2370849.523463 + Penalty 3218.226950 = -2367631.296513
  nChanged 18
		SP:Iteration 23Q (6603.400000 sec): 3 clusters
  Score: Raw -2370851.976836 + Penalty 3218.226950 = -2367633.749885
  nChanged 18
		SP:Iteration 24Q (6603.630000 sec): 3 clusters
  Score: Raw -2370853.703896 + Penalty 3218.226950 = -2367635.476946
  nChanged 7
		SP:Iteration 25Q (6603.870000 sec): 3 clusters
  Score: Raw -2370854.204685 + Penalty 3218.226950 = -2367635.977734
  nChanged 4
		SP:Iteration 26Q (6604.100000 sec): 3 clusters
  Score: Raw -2370854.326322 + Penalty 3218.226950 = -2367636.099372
  nChanged 1
		SP:Iteration 27Q (6604.340000 sec): 3 clusters
  Score: Raw -2370854.447814 + Penalty 3218.226950 = -2367636.220864
  nChanged 4
		SP:Iteration 28Q (6604.590000 sec): 3 clusters
  Score: Raw -2370854.549205 + Penalty 3218.226950 = -2367636.322254
  nChanged 0
		SP:Iteration 29F (6604.890000 sec): 3 clusters
  Score: Raw -2370854.549205 + Penalty 3218.226950 = -2367636.322254
  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 6.56 GB.

 Trying to split cluster 33 (117728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6605.470000 sec): 2 clusters
  Score: Raw -14536909.973235 + Penalty 1897.371476 = -14535012.601760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6606.130000 sec): 3 clusters
  Score: Raw -14459742.512478 + Penalty 3794.742951 = -14455947.769527
  nChanged 56770
		SP:Iteration 1F (6606.790000 sec): 3 clusters
  Score: Raw -14493639.921844 + Penalty 3794.742951 = -14489845.178893
  nChanged 4500
		SP:Iteration 2Q (6607.500000 sec): 3 clusters
  Score: Raw -14495159.267269 + Penalty 3794.742951 = -14491364.524318
  nChanged 5579
		SP:Iteration 3Q (6608.190000 sec): 3 clusters
  Score: Raw -14497774.777211 + Penalty 3794.742951 = -14493980.034260
  nChanged 7322
		SP:Iteration 4F (6608.870000 sec): 3 clusters
  Score: Raw -14502314.179069 + Penalty 3794.742951 = -14498519.436118
  nChanged 8976
		SP:Iteration 5F (6609.570000 sec): 3 clusters
  Score: Raw -14509291.719568 + Penalty 3794.742951 = -14505496.976616
  nChanged 9481
		SP:Iteration 6F (6610.280000 sec): 3 clusters
  Score: Raw -14517738.262865 + Penalty 3794.742951 = -14513943.519913
  nChanged 8224
		SP:Iteration 7F (6611.020000 sec): 3 clusters
  Score: Raw -14525528.422981 + Penalty 3794.742951 = -14521733.680029
  nChanged 5845
		SP:Iteration 8Q (6611.700000 sec): 3 clusters
  Score: Raw -14531051.008695 + Penalty 3794.742951 = -14527256.265744
  nChanged 3391
		SP:Iteration 9Q (6612.350000 sec): 3 clusters
  Score: Raw -14534186.595192 + Penalty 3794.742951 = -14530391.852241
  nChanged 1821
		SP:Iteration 10Q (6612.960000 sec): 3 clusters
  Score: Raw -14535807.069518 + Penalty 3794.742951 = -14532012.326567
  nChanged 816
		SP:Iteration 11Q (6613.590000 sec): 3 clusters
  Score: Raw -14536494.124357 + Penalty 3794.742951 = -14532699.381405
  nChanged 362
		SP:Iteration 12Q (6614.260000 sec): 3 clusters
  Score: Raw -14536810.209684 + Penalty 3794.742951 = -14533015.466733
  nChanged 161
		SP:Iteration 13Q (6614.930000 sec): 3 clusters
  Score: Raw -14536946.164216 + Penalty 3794.742951 = -14533151.421265
  nChanged 79
		SP:Iteration 14Q (6615.550000 sec): 3 clusters
  Score: Raw -14537016.296104 + Penalty 3794.742951 = -14533221.553153
  nChanged 45
		SP:Iteration 15Q (6616.210000 sec): 3 clusters
  Score: Raw -14537060.298499 + Penalty 3794.742951 = -14533265.555547
  nChanged 28
		SP:Iteration 16Q (6616.790000 sec): 3 clusters
  Score: Raw -14537086.730191 + Penalty 3794.742951 = -14533291.987240
  nChanged 20
		SP:Iteration 17Q (6617.340000 sec): 3 clusters
  Score: Raw -14537109.171866 + Penalty 3794.742951 = -14533314.428915
  nChanged 12
		SP:Iteration 18Q (6617.910000 sec): 3 clusters
  Score: Raw -14537119.889086 + Penalty 3794.742951 = -14533325.146135
  nChanged 12
		SP:Iteration 19Q (6618.480000 sec): 3 clusters
  Score: Raw -14537131.790905 + Penalty 3794.742951 = -14533337.047954
  nChanged 7
		SP:Iteration 20F (6619.170000 sec): 3 clusters
  Score: Raw -14537140.606753 + Penalty 3794.742951 = -14533345.863802
  nChanged 7
		SP:Iteration 21Q (6619.710000 sec): 3 clusters
  Score: Raw -14537148.303258 + Penalty 3794.742951 = -14533353.560306
  nChanged 4
		SP:Iteration 22Q (6620.300000 sec): 3 clusters
  Score: Raw -14537152.564298 + Penalty 3794.742951 = -14533357.821347
  nChanged 2
		SP:Iteration 23Q (6620.850000 sec): 3 clusters
  Score: Raw -14537155.672620 + Penalty 3794.742951 = -14533360.929668
  nChanged 0
		SP:Iteration 24F (6621.460000 sec): 3 clusters
  Score: Raw -14537155.672620 + Penalty 3794.742951 = -14533360.929668
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6621.590000 sec): 2 clusters
  Score: Raw -399644.497712 + Penalty 1318.820701 = -398325.677011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6621.760000 sec): 3 clusters
  Score: Raw -398062.583978 + Penalty 2637.641403 = -395424.942575
  nChanged 1301
		SP:Iteration 1F (6621.980000 sec): 3 clusters
  Score: Raw -398906.955021 + Penalty 2637.641403 = -396269.313618
  nChanged 279
		SP:Iteration 2F (6622.140000 sec): 3 clusters
  Score: Raw -399109.892680 + Penalty 2637.641403 = -396472.251278
  nChanged 188
		SP:Iteration 3F (6622.310000 sec): 3 clusters
  Score: Raw -399258.776898 + Penalty 2637.641403 = -396621.135495
  nChanged 173
		SP:Iteration 4F (6622.480000 sec): 3 clusters
  Score: Raw -399384.929478 + Penalty 2637.641403 = -396747.288076
  nChanged 158
		SP:Iteration 5Q (6622.650000 sec): 3 clusters
  Score: Raw -399529.788349 + Penalty 2637.641403 = -396892.146946
  nChanged 160
		SP:Iteration 6Q (6622.860000 sec): 3 clusters
  Score: Raw -399679.357400 + Penalty 2637.641403 = -397041.715997
  nChanged 151
		SP:Iteration 7Q (6623.020000 sec): 3 clusters
  Score: Raw -399807.465199 + Penalty 2637.641403 = -397169.823796
  nChanged 133
		SP:Iteration 8Q (6623.210000 sec): 3 clusters
  Score: Raw -399914.414425 + Penalty 2637.641403 = -397276.773022
  nChanged 137
		SP:Iteration 9Q (6623.380000 sec): 3 clusters
  Score: Raw -400013.942089 + Penalty 2637.641403 = -397376.300686
  nChanged 100
		SP:Iteration 10Q (6623.620000 sec): 3 clusters
  Score: Raw -400080.834969 + Penalty 2637.641403 = -397443.193566
  nChanged 75
		SP:Iteration 11Q (6623.760000 sec): 3 clusters
  Score: Raw -400128.073737 + Penalty 2637.641403 = -397490.432334
  nChanged 50
		SP:Iteration 12Q (6623.960000 sec): 3 clusters
  Score: Raw -400154.552461 + Penalty 2637.641403 = -397516.911058
  nChanged 42
		SP:Iteration 13Q (6624.150000 sec): 3 clusters
  Score: Raw -400175.051599 + Penalty 2637.641403 = -397537.410196
  nChanged 27
		SP:Iteration 14Q (6624.310000 sec): 3 clusters
  Score: Raw -400188.781475 + Penalty 2637.641403 = -397551.140072
  nChanged 22
		SP:Iteration 15Q (6624.500000 sec): 3 clusters
  Score: Raw -400200.519391 + Penalty 2637.641403 = -397562.877988
  nChanged 15
		SP:Iteration 16Q (6624.730000 sec): 3 clusters
  Score: Raw -400206.539462 + Penalty 2637.641403 = -397568.898059
  nChanged 12
		SP:Iteration 17Q (6624.920000 sec): 3 clusters
  Score: Raw -400211.808667 + Penalty 2637.641403 = -397574.167264
  nChanged 8
		SP:Iteration 18Q (6625.110000 sec): 3 clusters
  Score: Raw -400214.603693 + Penalty 2637.641403 = -397576.962290
  nChanged 6
		SP:Iteration 19Q (6625.320000 sec): 3 clusters
  Score: Raw -400216.971164 + Penalty 2637.641403 = -397579.329761
  nChanged 5
		SP:Iteration 20F (6625.460000 sec): 3 clusters
  Score: Raw -400218.259907 + Penalty 2637.641403 = -397580.618504
  nChanged 1
		SP:Iteration 21Q (6625.660000 sec): 3 clusters
  Score: Raw -400218.828896 + Penalty 2637.641403 = -397581.187493
  nChanged 2
		SP:Iteration 22Q (6625.820000 sec): 3 clusters
  Score: Raw -400219.340533 + Penalty 2637.641403 = -397581.699130
  nChanged 1
		SP:Iteration 23Q (6626.000000 sec): 3 clusters
  Score: Raw -400219.575716 + Penalty 2637.641403 = -397581.934313
  nChanged 2
		SP:Iteration 24Q (6626.200000 sec): 3 clusters
  Score: Raw -400220.131126 + Penalty 2637.641403 = -397582.489723
  nChanged 3
		SP:Iteration 25Q (6626.380000 sec): 3 clusters
  Score: Raw -400220.933701 + Penalty 2637.641403 = -397583.292298
  nChanged 3
		SP:Iteration 26Q (6626.590000 sec): 3 clusters
  Score: Raw -400221.695604 + Penalty 2637.641403 = -397584.054201
  nChanged 1
		SP:Iteration 27Q (6626.750000 sec): 3 clusters
  Score: Raw -400221.956023 + Penalty 2637.641403 = -397584.314620
  nChanged 1
		SP:Iteration 28Q (6626.940000 sec): 3 clusters
  Score: Raw -400222.311870 + Penalty 2637.641403 = -397584.670467
  nChanged 1
		SP:Iteration 29Q (6627.140000 sec): 3 clusters
  Score: Raw -400222.745268 + Penalty 2637.641403 = -397585.103865
  nChanged 1
		SP:Iteration 30Q (6627.320000 sec): 3 clusters
  Score: Raw -400223.170791 + Penalty 2637.641403 = -397585.529388
  nChanged 1
		SP:Iteration 31Q (6627.510000 sec): 3 clusters
  Score: Raw -400223.738888 + Penalty 2637.641403 = -397586.097485
  nChanged 2
		SP:Iteration 32Q (6627.660000 sec): 3 clusters
  Score: Raw -400224.356202 + Penalty 2637.641403 = -397586.714799
  nChanged 2
		SP:Iteration 33Q (6627.850000 sec): 3 clusters
  Score: Raw -400224.842197 + Penalty 2637.641403 = -397587.200794
  nChanged 1
		SP:Iteration 34Q (6628.040000 sec): 3 clusters
  Score: Raw -400225.054481 + Penalty 2637.641403 = -397587.413078
  nChanged 2
		SP:Iteration 35Q (6628.250000 sec): 3 clusters
  Score: Raw -400226.304998 + Penalty 2637.641403 = -397588.663595
  nChanged 4
		SP:Iteration 36Q (6628.450000 sec): 3 clusters
  Score: Raw -400228.615295 + Penalty 2637.641403 = -397590.973892
  nChanged 3
		SP:Iteration 37Q (6628.610000 sec): 3 clusters
  Score: Raw -400229.566952 + Penalty 2637.641403 = -397591.925549
  nChanged 3
		SP:Iteration 38Q (6628.780000 sec): 3 clusters
  Score: Raw -400230.747522 + Penalty 2637.641403 = -397593.106119
  nChanged 3
		SP:Iteration 39Q (6628.950000 sec): 3 clusters
  Score: Raw -400231.981767 + Penalty 2637.641403 = -397594.340364
  nChanged 1
		SP:Iteration 40F (6629.140000 sec): 3 clusters
  Score: Raw -400232.386381 + Penalty 2637.641403 = -397594.744978
  nChanged 2
		SP:Iteration 41Q (6629.290000 sec): 3 clusters
  Score: Raw -400232.924419 + Penalty 2637.641403 = -397595.283017
  nChanged 1
		SP:Iteration 42Q (6629.490000 sec): 3 clusters
  Score: Raw -400233.440353 + Penalty 2637.641403 = -397595.798950
  nChanged 1
		SP:Iteration 43Q (6629.630000 sec): 3 clusters
  Score: Raw -400233.665784 + Penalty 2637.641403 = -397596.024381
  nChanged 0
		SP:Iteration 44F (6629.830000 sec): 3 clusters
  Score: Raw -400233.665784 + Penalty 2637.641403 = -397596.024381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6629.910000 sec): 2 clusters
  Score: Raw -658886.759008 + Penalty 1398.553861 = -657488.205147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6630.110000 sec): 3 clusters
  Score: Raw -656047.281625 + Penalty 2797.107722 = -653250.173903
  nChanged 2242
		SP:Iteration 1F (6630.340000 sec): 3 clusters
  Score: Raw -657369.753661 + Penalty 2797.107722 = -654572.645939
  nChanged 455
		SP:Iteration 2F (6630.540000 sec): 3 clusters
  Score: Raw -657690.846385 + Penalty 2797.107722 = -654893.738662
  nChanged 349
		SP:Iteration 3F (6630.720000 sec): 3 clusters
  Score: Raw -657923.293535 + Penalty 2797.107722 = -655126.185812
  nChanged 287
		SP:Iteration 4F (6630.920000 sec): 3 clusters
  Score: Raw -658110.193520 + Penalty 2797.107722 = -655313.085798
  nChanged 275
		SP:Iteration 5F (6631.140000 sec): 3 clusters
  Score: Raw -658285.613994 + Penalty 2797.107722 = -655488.506271
  nChanged 282
		SP:Iteration 6F (6631.330000 sec): 3 clusters
  Score: Raw -658491.717785 + Penalty 2797.107722 = -655694.610063
  nChanged 299
		SP:Iteration 7F (6631.540000 sec): 3 clusters
  Score: Raw -658714.421944 + Penalty 2797.107722 = -655917.314222
  nChanged 304
		SP:Iteration 8F (6631.760000 sec): 3 clusters
  Score: Raw -658931.106742 + Penalty 2797.107722 = -656133.999020
  nChanged 294
		SP:Iteration 9F (6631.950000 sec): 3 clusters
  Score: Raw -659138.665044 + Penalty 2797.107722 = -656341.557322
  nChanged 225
		SP:Iteration 10Q (6632.150000 sec): 3 clusters
  Score: Raw -659268.654504 + Penalty 2797.107722 = -656471.546782
  nChanged 160
		SP:Iteration 11Q (6632.360000 sec): 3 clusters
  Score: Raw -659342.464869 + Penalty 2797.107722 = -656545.357146
  nChanged 121
		SP:Iteration 12Q (6632.580000 sec): 3 clusters
  Score: Raw -659389.094335 + Penalty 2797.107722 = -656591.986613
  nChanged 82
		SP:Iteration 13Q (6632.770000 sec): 3 clusters
  Score: Raw -659416.096412 + Penalty 2797.107722 = -656618.988690
  nChanged 70
		SP:Iteration 14Q (6632.950000 sec): 3 clusters
  Score: Raw -659441.841622 + Penalty 2797.107722 = -656644.733900
  nChanged 62
		SP:Iteration 15Q (6633.180000 sec): 3 clusters
  Score: Raw -659460.587288 + Penalty 2797.107722 = -656663.479566
  nChanged 49
		SP:Iteration 16Q (6633.370000 sec): 3 clusters
  Score: Raw -659474.768067 + Penalty 2797.107722 = -656677.660345
  nChanged 36
		SP:Iteration 17Q (6633.570000 sec): 3 clusters
  Score: Raw -659485.798565 + Penalty 2797.107722 = -656688.690843
  nChanged 33
		SP:Iteration 18Q (6633.790000 sec): 3 clusters
  Score: Raw -659493.463761 + Penalty 2797.107722 = -656696.356039
  nChanged 28
		SP:Iteration 19Q (6633.980000 sec): 3 clusters
  Score: Raw -659501.240685 + Penalty 2797.107722 = -656704.132963
  nChanged 24
		SP:Iteration 20F (6634.220000 sec): 3 clusters
  Score: Raw -659507.548500 + Penalty 2797.107722 = -656710.440778
  nChanged 27
		SP:Iteration 21Q (6634.430000 sec): 3 clusters
  Score: Raw -659514.337831 + Penalty 2797.107722 = -656717.230109
  nChanged 32
		SP:Iteration 22Q (6634.620000 sec): 3 clusters
  Score: Raw -659522.746159 + Penalty 2797.107722 = -656725.638437
  nChanged 23
		SP:Iteration 23Q (6634.780000 sec): 3 clusters
  Score: Raw -659528.211748 + Penalty 2797.107722 = -656731.104025
  nChanged 18
		SP:Iteration 24Q (6635.020000 sec): 3 clusters
  Score: Raw -659531.522909 + Penalty 2797.107722 = -656734.415186
  nChanged 11
		SP:Iteration 25Q (6635.200000 sec): 3 clusters
  Score: Raw -659533.826017 + Penalty 2797.107722 = -656736.718295
  nChanged 15
		SP:Iteration 26Q (6635.400000 sec): 3 clusters
  Score: Raw -659536.180073 + Penalty 2797.107722 = -656739.072351
  nChanged 7
		SP:Iteration 27Q (6635.620000 sec): 3 clusters
  Score: Raw -659537.125572 + Penalty 2797.107722 = -656740.017849
  nChanged 4
		SP:Iteration 28Q (6635.800000 sec): 3 clusters
  Score: Raw -659538.152298 + Penalty 2797.107722 = -656741.044576
  nChanged 5
		SP:Iteration 29Q (6636.000000 sec): 3 clusters
  Score: Raw -659539.054512 + Penalty 2797.107722 = -656741.946789
  nChanged 2
		SP:Iteration 30Q (6636.220000 sec): 3 clusters
  Score: Raw -659539.455964 + Penalty 2797.107722 = -656742.348242
  nChanged 4
		SP:Iteration 31Q (6636.420000 sec): 3 clusters
  Score: Raw -659540.079010 + Penalty 2797.107722 = -656742.971288
  nChanged 2
		SP:Iteration 32Q (6636.600000 sec): 3 clusters
  Score: Raw -659540.409042 + Penalty 2797.107722 = -656743.301320
  nChanged 0
		SP:Iteration 33F (6636.790000 sec): 3 clusters
  Score: Raw -659540.409042 + Penalty 2797.107722 = -656743.301320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (5585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6636.880000 sec): 2 clusters
  Score: Raw -616439.647897 + Penalty 1402.023953 = -615037.623944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6637.100000 sec): 3 clusters
  Score: Raw -613559.108340 + Penalty 2804.047906 = -610755.060433
  nChanged 2287
		SP:Iteration 1F (6637.290000 sec): 3 clusters
  Score: Raw -615035.976859 + Penalty 2804.047906 = -612231.928953
  nChanged 483
		SP:Iteration 2F (6637.470000 sec): 3 clusters
  Score: Raw -615355.179659 + Penalty 2804.047906 = -612551.131753
  nChanged 348
		SP:Iteration 3F (6637.660000 sec): 3 clusters
  Score: Raw -615584.009037 + Penalty 2804.047906 = -612779.961130
  nChanged 305
		SP:Iteration 4F (6637.860000 sec): 3 clusters
  Score: Raw -615773.771463 + Penalty 2804.047906 = -612969.723557
  nChanged 294
		SP:Iteration 5F (6638.050000 sec): 3 clusters
  Score: Raw -615981.832651 + Penalty 2804.047906 = -613177.784745
  nChanged 267
		SP:Iteration 6Q (6638.260000 sec): 3 clusters
  Score: Raw -616211.902749 + Penalty 2804.047906 = -613407.854843
  nChanged 256
		SP:Iteration 7Q (6638.460000 sec): 3 clusters
  Score: Raw -616404.415007 + Penalty 2804.047906 = -613600.367101
  nChanged 220
		SP:Iteration 8Q (6638.660000 sec): 3 clusters
  Score: Raw -616553.188499 + Penalty 2804.047906 = -613749.140593
  nChanged 184
		SP:Iteration 9Q (6638.870000 sec): 3 clusters
  Score: Raw -616657.722583 + Penalty 2804.047906 = -613853.674677
  nChanged 158
		SP:Iteration 10Q (6639.070000 sec): 3 clusters
  Score: Raw -616756.005261 + Penalty 2804.047906 = -613951.957354
  nChanged 153
		SP:Iteration 11Q (6639.280000 sec): 3 clusters
  Score: Raw -616858.977277 + Penalty 2804.047906 = -614054.929371
  nChanged 123
		SP:Iteration 12Q (6639.460000 sec): 3 clusters
  Score: Raw -616924.564295 + Penalty 2804.047906 = -614120.516388
  nChanged 96
		SP:Iteration 13Q (6639.640000 sec): 3 clusters
  Score: Raw -616970.984714 + Penalty 2804.047906 = -614166.936808
  nChanged 86
		SP:Iteration 14Q (6639.880000 sec): 3 clusters
  Score: Raw -617006.857273 + Penalty 2804.047906 = -614202.809366
  nChanged 75
		SP:Iteration 15Q (6640.050000 sec): 3 clusters
  Score: Raw -617033.878404 + Penalty 2804.047906 = -614229.830498
  nChanged 60
		SP:Iteration 16Q (6640.290000 sec): 3 clusters
  Score: Raw -617056.138952 + Penalty 2804.047906 = -614252.091045
  nChanged 37
		SP:Iteration 17Q (6640.470000 sec): 3 clusters
  Score: Raw -617067.569224 + Penalty 2804.047906 = -614263.521318
  nChanged 42
		SP:Iteration 18Q (6640.630000 sec): 3 clusters
  Score: Raw -617084.688665 + Penalty 2804.047906 = -614280.640759
  nChanged 42
		SP:Iteration 19Q (6640.850000 sec): 3 clusters
  Score: Raw -617099.569999 + Penalty 2804.047906 = -614295.522092
  nChanged 30
		SP:Iteration 20F (6641.030000 sec): 3 clusters
  Score: Raw -617115.788447 + Penalty 2804.047906 = -614311.740540
  nChanged 32
		SP:Iteration 21Q (6641.230000 sec): 3 clusters
  Score: Raw -617132.779248 + Penalty 2804.047906 = -614328.731342
  nChanged 33
		SP:Iteration 22Q (6641.430000 sec): 3 clusters
  Score: Raw -617147.661984 + Penalty 2804.047906 = -614343.614078
  nChanged 28
		SP:Iteration 23Q (6641.640000 sec): 3 clusters
  Score: Raw -617161.052706 + Penalty 2804.047906 = -614357.004799
  nChanged 29
		SP:Iteration 24Q (6641.800000 sec): 3 clusters
  Score: Raw -617171.518286 + Penalty 2804.047906 = -614367.470380
  nChanged 25
		SP:Iteration 25Q (6642.020000 sec): 3 clusters
  Score: Raw -617180.807034 + Penalty 2804.047906 = -614376.759128
  nChanged 19
		SP:Iteration 26Q (6642.200000 sec): 3 clusters
  Score: Raw -617185.570228 + Penalty 2804.047906 = -614381.522321
  nChanged 17
		SP:Iteration 27Q (6642.390000 sec): 3 clusters
  Score: Raw -617189.000510 + Penalty 2804.047906 = -614384.952604
  nChanged 18
		SP:Iteration 28Q (6642.580000 sec): 3 clusters
  Score: Raw -617195.257764 + Penalty 2804.047906 = -614391.209858
  nChanged 21
		SP:Iteration 29Q (6642.770000 sec): 3 clusters
  Score: Raw -617201.396510 + Penalty 2804.047906 = -614397.348604
  nChanged 14
		SP:Iteration 30Q (6642.960000 sec): 3 clusters
  Score: Raw -617204.356063 + Penalty 2804.047906 = -614400.308157
  nChanged 14
		SP:Iteration 31Q (6643.140000 sec): 3 clusters
  Score: Raw -617206.816253 + Penalty 2804.047906 = -614402.768346
  nChanged 11
		SP:Iteration 32Q (6643.330000 sec): 3 clusters
  Score: Raw -617209.222702 + Penalty 2804.047906 = -614405.174796
  nChanged 12
		SP:Iteration 33Q (6643.500000 sec): 3 clusters
  Score: Raw -617213.776857 + Penalty 2804.047906 = -614409.728951
  nChanged 11
		SP:Iteration 34Q (6643.650000 sec): 3 clusters
  Score: Raw -617216.024045 + Penalty 2804.047906 = -614411.976139
  nChanged 9
		SP:Iteration 35Q (6643.850000 sec): 3 clusters
  Score: Raw -617217.781313 + Penalty 2804.047906 = -614413.733407
  nChanged 8
		SP:Iteration 36Q (6644.050000 sec): 3 clusters
  Score: Raw -617219.273829 + Penalty 2804.047906 = -614415.225922
  nChanged 11
		SP:Iteration 37Q (6644.280000 sec): 3 clusters
  Score: Raw -617222.063504 + Penalty 2804.047906 = -614418.015598
  nChanged 15
		SP:Iteration 38Q (6644.450000 sec): 3 clusters
  Score: Raw -617224.452800 + Penalty 2804.047906 = -614420.404894
  nChanged 4
		SP:Iteration 39Q (6644.680000 sec): 3 clusters
  Score: Raw -617225.611164 + Penalty 2804.047906 = -614421.563258
  nChanged 9
		SP:Iteration 40F (6644.840000 sec): 3 clusters
  Score: Raw -617227.775832 + Penalty 2804.047906 = -614423.727925
  nChanged 7
		SP:Iteration 41Q (6645.050000 sec): 3 clusters
  Score: Raw -617230.284487 + Penalty 2804.047906 = -614426.236581
  nChanged 7
		SP:Iteration 42Q (6645.220000 sec): 3 clusters
  Score: Raw -617231.786437 + Penalty 2804.047906 = -614427.738530
  nChanged 4
		SP:Iteration 43Q (6645.440000 sec): 3 clusters
  Score: Raw -617232.623735 + Penalty 2804.047906 = -614428.575829
  nChanged 5
		SP:Iteration 44Q (6645.610000 sec): 3 clusters
  Score: Raw -617233.242040 + Penalty 2804.047906 = -614429.194134
  nChanged 7
		SP:Iteration 45Q (6645.800000 sec): 3 clusters
  Score: Raw -617234.389293 + Penalty 2804.047906 = -614430.341387
  nChanged 1
		SP:Iteration 46Q (6645.990000 sec): 3 clusters
  Score: Raw -617234.759469 + Penalty 2804.047906 = -614430.711562
  nChanged 5
		SP:Iteration 47Q (6646.190000 sec): 3 clusters
  Score: Raw -617235.827807 + Penalty 2804.047906 = -614431.779901
  nChanged 4
		SP:Iteration 48Q (6646.370000 sec): 3 clusters
  Score: Raw -617236.698882 + Penalty 2804.047906 = -614432.650976
  nChanged 5
		SP:Iteration 49Q (6646.600000 sec): 3 clusters
  Score: Raw -617237.516634 + Penalty 2804.047906 = -614433.468728
  nChanged 3
		SP:Iteration 50Q (6646.780000 sec): 3 clusters
  Score: Raw -617238.039126 + Penalty 2804.047906 = -614433.991220
  nChanged 2
		SP:Iteration 51Q (6646.970000 sec): 3 clusters
  Score: Raw -617238.470019 + Penalty 2804.047906 = -614434.422113
  nChanged 1
		SP:Iteration 52Q (6647.190000 sec): 3 clusters
  Score: Raw -617238.845116 + Penalty 2804.047906 = -614434.797210
  nChanged 1
		SP:Iteration 53Q (6647.380000 sec): 3 clusters
  Score: Raw -617239.063808 + Penalty 2804.047906 = -614435.015902
  nChanged 2
		SP:Iteration 54Q (6647.570000 sec): 3 clusters
  Score: Raw -617239.510524 + Penalty 2804.047906 = -614435.462617
  nChanged 2
		SP:Iteration 55Q (6647.730000 sec): 3 clusters
  Score: Raw -617239.745237 + Penalty 2804.047906 = -614435.697330
  nChanged 1
		SP:Iteration 56Q (6647.940000 sec): 3 clusters
  Score: Raw -617239.853983 + Penalty 2804.047906 = -614435.806076
  nChanged 0
		SP:Iteration 57F (6648.120000 sec): 3 clusters
  Score: Raw -617239.853983 + Penalty 2804.047906 = -614435.806076
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (6230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6648.250000 sec): 2 clusters
  Score: Raw -711788.019717 + Penalty 1419.783887 = -710368.235830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6648.420000 sec): 3 clusters
  Score: Raw -708490.919154 + Penalty 2839.567774 = -705651.351381
  nChanged 2638
		SP:Iteration 1F (6648.610000 sec): 3 clusters
  Score: Raw -710277.123721 + Penalty 2839.567774 = -707437.555947
  nChanged 665
		SP:Iteration 2F (6648.810000 sec): 3 clusters
  Score: Raw -711122.462904 + Penalty 2839.567774 = -708282.895130
  nChanged 653
		SP:Iteration 3F (6649.010000 sec): 3 clusters
  Score: Raw -712053.696542 + Penalty 2839.567774 = -709214.128768
  nChanged 559
		SP:Iteration 4F (6649.190000 sec): 3 clusters
  Score: Raw -712713.870081 + Penalty 2839.567774 = -709874.302308
  nChanged 374
		SP:Iteration 5F (6649.390000 sec): 3 clusters
  Score: Raw -713012.987407 + Penalty 2839.567774 = -710173.419633
  nChanged 247
		SP:Iteration 6Q (6649.590000 sec): 3 clusters
  Score: Raw -713170.154121 + Penalty 2839.567774 = -710330.586347
  nChanged 177
		SP:Iteration 7Q (6649.810000 sec): 3 clusters
  Score: Raw -713274.690006 + Penalty 2839.567774 = -710435.122232
  nChanged 140
		SP:Iteration 8Q (6650.010000 sec): 3 clusters
  Score: Raw -713336.436391 + Penalty 2839.567774 = -710496.868617
  nChanged 87
		SP:Iteration 9Q (6650.210000 sec): 3 clusters
  Score: Raw -713361.033229 + Penalty 2839.567774 = -710521.465455
  nChanged 62
		SP:Iteration 10Q (6650.400000 sec): 3 clusters
  Score: Raw -713377.481879 + Penalty 2839.567774 = -710537.914105
  nChanged 39
		SP:Iteration 11Q (6650.570000 sec): 3 clusters
  Score: Raw -713388.924585 + Penalty 2839.567774 = -710549.356811
  nChanged 37
		SP:Iteration 12Q (6650.780000 sec): 3 clusters
  Score: Raw -713396.901090 + Penalty 2839.567774 = -710557.333317
  nChanged 25
		SP:Iteration 13Q (6651.000000 sec): 3 clusters
  Score: Raw -713403.665980 + Penalty 2839.567774 = -710564.098206
  nChanged 20
		SP:Iteration 14Q (6651.230000 sec): 3 clusters
  Score: Raw -713406.636847 + Penalty 2839.567774 = -710567.069074
  nChanged 12
		SP:Iteration 15Q (6651.450000 sec): 3 clusters
  Score: Raw -713408.426324 + Penalty 2839.567774 = -710568.858551
  nChanged 7
		SP:Iteration 16Q (6651.620000 sec): 3 clusters
  Score: Raw -713409.641551 + Penalty 2839.567774 = -710570.073777
  nChanged 5
		SP:Iteration 17Q (6651.830000 sec): 3 clusters
  Score: Raw -713410.576843 + Penalty 2839.567774 = -710571.009069
  nChanged 4
		SP:Iteration 18Q (6652.040000 sec): 3 clusters
  Score: Raw -713410.967159 + Penalty 2839.567774 = -710571.399385
  nChanged 2
		SP:Iteration 19Q (6652.240000 sec): 3 clusters
  Score: Raw -713411.349389 + Penalty 2839.567774 = -710571.781615
  nChanged 1
		SP:Iteration 20F (6652.400000 sec): 3 clusters
  Score: Raw -713411.418656 + Penalty 2839.567774 = -710571.850882
  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 6.56 GB.

 Trying to split cluster 38 (5683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6652.510000 sec): 2 clusters
  Score: Raw -654414.189888 + Penalty 1404.850613 = -653009.339275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6652.720000 sec): 3 clusters
  Score: Raw -651485.298401 + Penalty 2809.701226 = -648675.597175
  nChanged 2401
		SP:Iteration 1F (6652.890000 sec): 3 clusters
  Score: Raw -653201.824053 + Penalty 2809.701226 = -650392.122827
  nChanged 579
		SP:Iteration 2F (6653.080000 sec): 3 clusters
  Score: Raw -653772.252528 + Penalty 2809.701226 = -650962.551302
  nChanged 507
		SP:Iteration 3F (6653.300000 sec): 3 clusters
  Score: Raw -654264.852148 + Penalty 2809.701226 = -651455.150922
  nChanged 406
		SP:Iteration 4F (6653.460000 sec): 3 clusters
  Score: Raw -654674.669644 + Penalty 2809.701226 = -651864.968418
  nChanged 357
		SP:Iteration 5F (6653.630000 sec): 3 clusters
  Score: Raw -655021.797337 + Penalty 2809.701226 = -652212.096111
  nChanged 251
		SP:Iteration 6Q (6653.800000 sec): 3 clusters
  Score: Raw -655252.353294 + Penalty 2809.701226 = -652442.652069
  nChanged 201
		SP:Iteration 7Q (6653.990000 sec): 3 clusters
  Score: Raw -655422.602343 + Penalty 2809.701226 = -652612.901117
  nChanged 147
		SP:Iteration 8Q (6654.180000 sec): 3 clusters
  Score: Raw -655526.918651 + Penalty 2809.701226 = -652717.217425
  nChanged 95
		SP:Iteration 9Q (6654.350000 sec): 3 clusters
  Score: Raw -655586.895056 + Penalty 2809.701226 = -652777.193830
  nChanged 72
		SP:Iteration 10Q (6654.580000 sec): 3 clusters
  Score: Raw -655618.900260 + Penalty 2809.701226 = -652809.199035
  nChanged 34
		SP:Iteration 11Q (6654.730000 sec): 3 clusters
  Score: Raw -655630.733179 + Penalty 2809.701226 = -652821.031953
  nChanged 23
		SP:Iteration 12Q (6654.920000 sec): 3 clusters
  Score: Raw -655637.450287 + Penalty 2809.701226 = -652827.749061
  nChanged 20
		SP:Iteration 13Q (6655.130000 sec): 3 clusters
  Score: Raw -655645.320827 + Penalty 2809.701226 = -652835.619601
  nChanged 19
		SP:Iteration 14Q (6655.320000 sec): 3 clusters
  Score: Raw -655655.557672 + Penalty 2809.701226 = -652845.856446
  nChanged 24
		SP:Iteration 15Q (6655.530000 sec): 3 clusters
  Score: Raw -655663.740713 + Penalty 2809.701226 = -652854.039487
  nChanged 15
		SP:Iteration 16Q (6655.700000 sec): 3 clusters
  Score: Raw -655666.979954 + Penalty 2809.701226 = -652857.278728
  nChanged 9
		SP:Iteration 17Q (6655.900000 sec): 3 clusters
  Score: Raw -655669.665619 + Penalty 2809.701226 = -652859.964393
  nChanged 10
		SP:Iteration 18Q (6656.040000 sec): 3 clusters
  Score: Raw -655672.505001 + Penalty 2809.701226 = -652862.803775
  nChanged 5
		SP:Iteration 19Q (6656.270000 sec): 3 clusters
  Score: Raw -655673.579931 + Penalty 2809.701226 = -652863.878705
  nChanged 2
		SP:Iteration 20F (6656.440000 sec): 3 clusters
  Score: Raw -655673.758591 + Penalty 2809.701226 = -652864.057365
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (5682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6656.560000 sec): 2 clusters
  Score: Raw -649002.966792 + Penalty 1404.822016 = -647598.144776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6656.760000 sec): 3 clusters
  Score: Raw -646048.977642 + Penalty 2809.644033 = -643239.333609
  nChanged 2291
		SP:Iteration 1F (6656.940000 sec): 3 clusters
  Score: Raw -647561.945073 + Penalty 2809.644033 = -644752.301040
  nChanged 540
		SP:Iteration 2F (6657.160000 sec): 3 clusters
  Score: Raw -648073.755007 + Penalty 2809.644033 = -645264.110974
  nChanged 486
		SP:Iteration 3F (6657.330000 sec): 3 clusters
  Score: Raw -648585.757320 + Penalty 2809.644033 = -645776.113287
  nChanged 419
		SP:Iteration 4F (6657.500000 sec): 3 clusters
  Score: Raw -649105.565604 + Penalty 2809.644033 = -646295.921572
  nChanged 409
		SP:Iteration 5F (6657.700000 sec): 3 clusters
  Score: Raw -649593.946809 + Penalty 2809.644033 = -646784.302776
  nChanged 310
		SP:Iteration 6F (6657.900000 sec): 3 clusters
  Score: Raw -649927.567239 + Penalty 2809.644033 = -647117.923206
  nChanged 266
		SP:Iteration 7Q (6658.080000 sec): 3 clusters
  Score: Raw -650232.157923 + Penalty 2809.644033 = -647422.513891
  nChanged 210
		SP:Iteration 8Q (6658.250000 sec): 3 clusters
  Score: Raw -650484.801398 + Penalty 2809.644033 = -647675.157365
  nChanged 181
		SP:Iteration 9Q (6658.410000 sec): 3 clusters
  Score: Raw -650644.982929 + Penalty 2809.644033 = -647835.338897
  nChanged 152
		SP:Iteration 10Q (6658.620000 sec): 3 clusters
  Score: Raw -650757.985812 + Penalty 2809.644033 = -647948.341779
  nChanged 129
		SP:Iteration 11Q (6658.780000 sec): 3 clusters
  Score: Raw -650844.468704 + Penalty 2809.644033 = -648034.824671
  nChanged 94
		SP:Iteration 12Q (6659.020000 sec): 3 clusters
  Score: Raw -650902.546074 + Penalty 2809.644033 = -648092.902041
  nChanged 90
		SP:Iteration 13Q (6659.190000 sec): 3 clusters
  Score: Raw -650962.766892 + Penalty 2809.644033 = -648153.122860
  nChanged 88
		SP:Iteration 14Q (6659.360000 sec): 3 clusters
  Score: Raw -651022.848164 + Penalty 2809.644033 = -648213.204131
  nChanged 100
		SP:Iteration 15Q (6659.570000 sec): 3 clusters
  Score: Raw -651084.885678 + Penalty 2809.644033 = -648275.241645
  nChanged 85
		SP:Iteration 16Q (6659.770000 sec): 3 clusters
  Score: Raw -651131.211295 + Penalty 2809.644033 = -648321.567263
  nChanged 70
		SP:Iteration 17Q (6659.930000 sec): 3 clusters
  Score: Raw -651169.827884 + Penalty 2809.644033 = -648360.183851
  nChanged 65
		SP:Iteration 18Q (6660.120000 sec): 3 clusters
  Score: Raw -651201.613133 + Penalty 2809.644033 = -648391.969100
  nChanged 49
		SP:Iteration 19Q (6660.330000 sec): 3 clusters
  Score: Raw -651219.546994 + Penalty 2809.644033 = -648409.902961
  nChanged 36
		SP:Iteration 20F (6660.510000 sec): 3 clusters
  Score: Raw -651235.762984 + Penalty 2809.644033 = -648426.118951
  nChanged 40
		SP:Iteration 21Q (6660.710000 sec): 3 clusters
  Score: Raw -651254.042563 + Penalty 2809.644033 = -648444.398530
  nChanged 41
		SP:Iteration 22Q (6660.930000 sec): 3 clusters
  Score: Raw -651268.798827 + Penalty 2809.644033 = -648459.154794
  nChanged 32
		SP:Iteration 23Q (6661.100000 sec): 3 clusters
  Score: Raw -651278.600489 + Penalty 2809.644033 = -648468.956456
  nChanged 25
		SP:Iteration 24Q (6661.340000 sec): 3 clusters
  Score: Raw -651287.283428 + Penalty 2809.644033 = -648477.639395
  nChanged 25
		SP:Iteration 25Q (6661.510000 sec): 3 clusters
  Score: Raw -651299.414345 + Penalty 2809.644033 = -648489.770312
  nChanged 39
		SP:Iteration 26Q (6661.680000 sec): 3 clusters
  Score: Raw -651315.098533 + Penalty 2809.644033 = -648505.454500
  nChanged 42
		SP:Iteration 27Q (6661.890000 sec): 3 clusters
  Score: Raw -651336.173731 + Penalty 2809.644033 = -648526.529698
  nChanged 48
		SP:Iteration 28Q (6662.050000 sec): 3 clusters
  Score: Raw -651363.942662 + Penalty 2809.644033 = -648554.298629
  nChanged 44
		SP:Iteration 29Q (6662.240000 sec): 3 clusters
  Score: Raw -651391.452338 + Penalty 2809.644033 = -648581.808305
  nChanged 40
		SP:Iteration 30Q (6662.410000 sec): 3 clusters
  Score: Raw -651407.652275 + Penalty 2809.644033 = -648598.008243
  nChanged 37
		SP:Iteration 31Q (6662.630000 sec): 3 clusters
  Score: Raw -651427.084557 + Penalty 2809.644033 = -648617.440524
  nChanged 41
		SP:Iteration 32Q (6662.810000 sec): 3 clusters
  Score: Raw -651446.080784 + Penalty 2809.644033 = -648636.436751
  nChanged 42
		SP:Iteration 33Q (6662.960000 sec): 3 clusters
  Score: Raw -651464.999047 + Penalty 2809.644033 = -648655.355015
  nChanged 36
		SP:Iteration 34Q (6663.170000 sec): 3 clusters
  Score: Raw -651480.200982 + Penalty 2809.644033 = -648670.556949
  nChanged 38
		SP:Iteration 35Q (6663.340000 sec): 3 clusters
  Score: Raw -651498.921943 + Penalty 2809.644033 = -648689.277910
  nChanged 38
		SP:Iteration 36Q (6663.550000 sec): 3 clusters
  Score: Raw -651514.212967 + Penalty 2809.644033 = -648704.568934
  nChanged 35
		SP:Iteration 37Q (6663.710000 sec): 3 clusters
  Score: Raw -651529.406548 + Penalty 2809.644033 = -648719.762515
  nChanged 40
		SP:Iteration 38Q (6663.900000 sec): 3 clusters
  Score: Raw -651550.568170 + Penalty 2809.644033 = -648740.924137
  nChanged 39
		SP:Iteration 39Q (6664.120000 sec): 3 clusters
  Score: Raw -651569.275402 + Penalty 2809.644033 = -648759.631369
  nChanged 31
		SP:Iteration 40F (6664.300000 sec): 3 clusters
  Score: Raw -651583.697545 + Penalty 2809.644033 = -648774.053513
  nChanged 36
		SP:Iteration 41Q (6664.510000 sec): 3 clusters
  Score: Raw -651601.863778 + Penalty 2809.644033 = -648792.219745
  nChanged 43
		SP:Iteration 42Q (6664.700000 sec): 3 clusters
  Score: Raw -651626.448559 + Penalty 2809.644033 = -648816.804526
  nChanged 44
		SP:Iteration 43Q (6664.890000 sec): 3 clusters
  Score: Raw -651656.586483 + Penalty 2809.644033 = -648846.942450
  nChanged 56
		SP:Iteration 44Q (6665.100000 sec): 3 clusters
  Score: Raw -651700.628531 + Penalty 2809.644033 = -648890.984498
  nChanged 58
		SP:Iteration 45Q (6665.260000 sec): 3 clusters
  Score: Raw -651748.652091 + Penalty 2809.644033 = -648939.008058
  nChanged 67
		SP:Iteration 46Q (6665.490000 sec): 3 clusters
  Score: Raw -651815.622578 + Penalty 2809.644033 = -649005.978545
  nChanged 55
		SP:Iteration 47Q (6665.690000 sec): 3 clusters
  Score: Raw -651876.092470 + Penalty 2809.644033 = -649066.448437
  nChanged 59
		SP:Iteration 48Q (6665.870000 sec): 3 clusters
  Score: Raw -651926.600435 + Penalty 2809.644033 = -649116.956403
  nChanged 35
		SP:Iteration 49Q (6666.070000 sec): 3 clusters
  Score: Raw -651945.023250 + Penalty 2809.644033 = -649135.379217
  nChanged 23
		SP:Iteration 50Q (6666.290000 sec): 3 clusters
  Score: Raw -651957.288308 + Penalty 2809.644033 = -649147.644276
  nChanged 20
		SP:Iteration 51Q (6666.470000 sec): 3 clusters
  Score: Raw -651968.740211 + Penalty 2809.644033 = -649159.096178
  nChanged 18
		SP:Iteration 52Q (6666.710000 sec): 3 clusters
  Score: Raw -651979.126626 + Penalty 2809.644033 = -649169.482593
  nChanged 11
		SP:Iteration 53Q (6666.920000 sec): 3 clusters
  Score: Raw -651983.939694 + Penalty 2809.644033 = -649174.295661
  nChanged 8
		SP:Iteration 54Q (6667.130000 sec): 3 clusters
  Score: Raw -651985.980393 + Penalty 2809.644033 = -649176.336360
  nChanged 2
		SP:Iteration 55Q (6667.340000 sec): 3 clusters
  Score: Raw -651986.404727 + Penalty 2809.644033 = -649176.760694
  nChanged 3
		SP:Iteration 56Q (6667.560000 sec): 3 clusters
  Score: Raw -651986.726240 + Penalty 2809.644033 = -649177.082207
  nChanged 2
		SP:Iteration 57Q (6667.750000 sec): 3 clusters
  Score: Raw -651987.068321 + Penalty 2809.644033 = -649177.424288
  nChanged 3
		SP:Iteration 58Q (6667.930000 sec): 3 clusters
  Score: Raw -651988.139966 + Penalty 2809.644033 = -649178.495933
  nChanged 5
		SP:Iteration 59Q (6668.130000 sec): 3 clusters
  Score: Raw -651989.897278 + Penalty 2809.644033 = -649180.253245
  nChanged 6
		SP:Iteration 60F (6668.330000 sec): 3 clusters
  Score: Raw -651991.163411 + Penalty 2809.644033 = -649181.519378
  nChanged 5
		SP:Iteration 61Q (6668.500000 sec): 3 clusters
  Score: Raw -651992.013086 + Penalty 2809.644033 = -649182.369053
  nChanged 3
		SP:Iteration 62Q (6668.720000 sec): 3 clusters
  Score: Raw -651992.476654 + Penalty 2809.644033 = -649182.832622
  nChanged 0
		SP:Iteration 63F (6668.880000 sec): 3 clusters
  Score: Raw -651992.476654 + Penalty 2809.644033 = -649182.832622
  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 6.56 GB.

 Trying to split cluster 40 (928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6669.030000 sec): 2 clusters
  Score: Raw -89472.456183 + Penalty 1110.367657 = -88362.088526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6669.180000 sec): 3 clusters
  Score: Raw -89393.611383 + Penalty 2220.735313 = -87172.876070
  nChanged 319
		SP:Iteration 1F (6669.350000 sec): 3 clusters
  Score: Raw -90843.220023 + Penalty 2220.735313 = -88622.484710
  nChanged 155
		SP:Iteration 2F (6669.540000 sec): 3 clusters
  Score: Raw -92617.631758 + Penalty 2220.735313 = -90396.896444
  nChanged 55
		SP:Iteration 3F (6669.720000 sec): 3 clusters
  Score: Raw -93255.875624 + Penalty 2220.735313 = -91035.140311
  nChanged 28
		SP:Iteration 4Q (6669.930000 sec): 3 clusters
  Score: Raw -93455.867164 + Penalty 2220.735313 = -91235.131851
  nChanged 18
		SP:Iteration 5Q (6670.110000 sec): 3 clusters
  Score: Raw -93614.604749 + Penalty 2220.735313 = -91393.869436
  nChanged 15
		SP:Iteration 6Q (6670.320000 sec): 3 clusters
  Score: Raw -93731.388131 + Penalty 2220.735313 = -91510.652818
  nChanged 10
		SP:Iteration 7Q (6670.500000 sec): 3 clusters
  Score: Raw -93836.513521 + Penalty 2220.735313 = -91615.778208
  nChanged 8
		SP:Iteration 8Q (6670.690000 sec): 3 clusters
  Score: Raw -93981.701877 + Penalty 2220.735313 = -91760.966564
  nChanged 5
		SP:Iteration 9Q (6670.860000 sec): 3 clusters
  Score: Raw -94144.399942 + Penalty 2220.735313 = -91923.664629
  nChanged 3
		SP:Iteration 10Q (6671.060000 sec): 3 clusters
  Score: Raw -94217.260831 + Penalty 2220.735313 = -91996.525518
  nChanged 1
		SP:Iteration 11Q (6671.220000 sec): 3 clusters
  Score: Raw -94290.828504 + Penalty 2220.735313 = -92070.093191
  nChanged 2
		SP:Iteration 12Q (6671.380000 sec): 3 clusters
  Score: Raw -94417.665687 + Penalty 2220.735313 = -92196.930374
  nChanged 0
		SP:Iteration 13F (6671.570000 sec): 3 clusters
  Score: Raw -94417.665687 + Penalty 2220.735313 = -92196.930374
  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 6.56 GB.

 Trying to split cluster 41 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6671.640000 sec): 2 clusters
  Score: Raw -120956.856677 + Penalty 1133.504763 = -119823.351914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6671.850000 sec): 3 clusters
  Score: Raw -120677.064428 + Penalty 2267.009526 = -118410.054901
  nChanged 343
		SP:Iteration 1F (6672.020000 sec): 3 clusters
  Score: Raw -121110.434349 + Penalty 2267.009526 = -118843.424822
  nChanged 108
		SP:Iteration 2F (6672.220000 sec): 3 clusters
  Score: Raw -121260.237268 + Penalty 2267.009526 = -118993.227742
  nChanged 69
		SP:Iteration 3F (6672.390000 sec): 3 clusters
  Score: Raw -121372.257380 + Penalty 2267.009526 = -119105.247853
  nChanged 46
		SP:Iteration 4Q (6672.610000 sec): 3 clusters
  Score: Raw -121451.717360 + Penalty 2267.009526 = -119184.707833
  nChanged 38
		SP:Iteration 5Q (6672.780000 sec): 3 clusters
  Score: Raw -121523.305825 + Penalty 2267.009526 = -119256.296299
  nChanged 36
		SP:Iteration 6Q (6672.920000 sec): 3 clusters
  Score: Raw -121598.998716 + Penalty 2267.009526 = -119331.989190
  nChanged 35
		SP:Iteration 7Q (6673.100000 sec): 3 clusters
  Score: Raw -121669.436613 + Penalty 2267.009526 = -119402.427086
  nChanged 26
		SP:Iteration 8Q (6673.290000 sec): 3 clusters
  Score: Raw -121729.032105 + Penalty 2267.009526 = -119462.022579
  nChanged 30
		SP:Iteration 9Q (6673.490000 sec): 3 clusters
  Score: Raw -121806.932717 + Penalty 2267.009526 = -119539.923191
  nChanged 36
		SP:Iteration 10Q (6673.650000 sec): 3 clusters
  Score: Raw -121920.710754 + Penalty 2267.009526 = -119653.701228
  nChanged 57
		SP:Iteration 11F (6673.790000 sec): 3 clusters
  Score: Raw -122216.052973 + Penalty 2267.009526 = -119949.043446
  nChanged 72
		SP:Iteration 12F (6673.990000 sec): 3 clusters
  Score: Raw -122796.704388 + Penalty 2267.009526 = -120529.694862
  nChanged 39
		SP:Iteration 13Q (6674.180000 sec): 3 clusters
  Score: Raw -123289.794164 + Penalty 2267.009526 = -121022.784638
  nChanged 1
		SP:Iteration 14Q (6674.330000 sec): 3 clusters
  Score: Raw -123299.381999 + Penalty 2267.009526 = -121032.372473
  nChanged 0
		SP:Iteration 15F (6674.500000 sec): 3 clusters
  Score: Raw -123299.381999 + Penalty 2267.009526 = -121032.372473
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (104283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6675.010000 sec): 2 clusters
  Score: Raw -12736530.998437 + Penalty 1877.665341 = -12734653.333096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6675.650000 sec): 3 clusters
  Score: Raw -12668590.281318 + Penalty 3755.330682 = -12664834.950636
  nChanged 49958
		SP:Iteration 1F (6676.300000 sec): 3 clusters
  Score: Raw -12697791.726228 + Penalty 3755.330682 = -12694036.395546
  nChanged 3601
		SP:Iteration 2Q (6676.930000 sec): 3 clusters
  Score: Raw -12699070.666065 + Penalty 3755.330682 = -12695315.335383
  nChanged 4486
		SP:Iteration 3Q (6677.570000 sec): 3 clusters
  Score: Raw -12701130.306737 + Penalty 3755.330682 = -12697374.976055
  nChanged 5501
		SP:Iteration 4F (6678.220000 sec): 3 clusters
  Score: Raw -12704194.319136 + Penalty 3755.330682 = -12700438.988454
  nChanged 6329
		SP:Iteration 5F (6678.860000 sec): 3 clusters
  Score: Raw -12708213.204593 + Penalty 3755.330682 = -12704457.873911
  nChanged 6776
		SP:Iteration 6F (6679.480000 sec): 3 clusters
  Score: Raw -12713134.995097 + Penalty 3755.330682 = -12709379.664415
  nChanged 6759
		SP:Iteration 7F (6680.100000 sec): 3 clusters
  Score: Raw -12718272.543967 + Penalty 3755.330682 = -12714517.213286
  nChanged 5960
		SP:Iteration 8F (6680.700000 sec): 3 clusters
  Score: Raw -12722709.857875 + Penalty 3755.330682 = -12718954.527193
  nChanged 4875
		SP:Iteration 9Q (6681.320000 sec): 3 clusters
  Score: Raw -12726022.927068 + Penalty 3755.330682 = -12722267.596386
  nChanged 3875
		SP:Iteration 10Q (6681.920000 sec): 3 clusters
  Score: Raw -12728398.827318 + Penalty 3755.330682 = -12724643.496636
  nChanged 3087
		SP:Iteration 11Q (6682.520000 sec): 3 clusters
  Score: Raw -12730180.071224 + Penalty 3755.330682 = -12726424.740542
  nChanged 2536
		SP:Iteration 12Q (6683.120000 sec): 3 clusters
  Score: Raw -12731586.150437 + Penalty 3755.330682 = -12727830.819755
  nChanged 2181
		SP:Iteration 13Q (6683.700000 sec): 3 clusters
  Score: Raw -12732804.328794 + Penalty 3755.330682 = -12729048.998112
  nChanged 1831
		SP:Iteration 14Q (6684.300000 sec): 3 clusters
  Score: Raw -12733836.898979 + Penalty 3755.330682 = -12730081.568297
  nChanged 1435
		SP:Iteration 15Q (6684.880000 sec): 3 clusters
  Score: Raw -12734600.002896 + Penalty 3755.330682 = -12730844.672214
  nChanged 1107
		SP:Iteration 16Q (6685.460000 sec): 3 clusters
  Score: Raw -12735187.377608 + Penalty 3755.330682 = -12731432.046926
  nChanged 893
		SP:Iteration 17Q (6686.040000 sec): 3 clusters
  Score: Raw -12735641.714702 + Penalty 3755.330682 = -12731886.384020
  nChanged 668
		SP:Iteration 18Q (6686.590000 sec): 3 clusters
  Score: Raw -12735966.909412 + Penalty 3755.330682 = -12732211.578731
  nChanged 502
		SP:Iteration 19Q (6687.120000 sec): 3 clusters
  Score: Raw -12736217.517521 + Penalty 3755.330682 = -12732462.186839
  nChanged 404
		SP:Iteration 20F (6687.690000 sec): 3 clusters
  Score: Raw -12736409.819886 + Penalty 3755.330682 = -12732654.489204
  nChanged 305
		SP:Iteration 21Q (6688.250000 sec): 3 clusters
  Score: Raw -12736541.678758 + Penalty 3755.330682 = -12732786.348076
  nChanged 228
		SP:Iteration 22Q (6688.770000 sec): 3 clusters
  Score: Raw -12736639.838777 + Penalty 3755.330682 = -12732884.508095
  nChanged 202
		SP:Iteration 23Q (6689.280000 sec): 3 clusters
  Score: Raw -12736724.272950 + Penalty 3755.330682 = -12732968.942269
  nChanged 129
		SP:Iteration 24Q (6689.820000 sec): 3 clusters
  Score: Raw -12736776.561503 + Penalty 3755.330682 = -12733021.230821
  nChanged 109
		SP:Iteration 25Q (6690.300000 sec): 3 clusters
  Score: Raw -12736817.922865 + Penalty 3755.330682 = -12733062.592183
  nChanged 69
		SP:Iteration 26Q (6690.810000 sec): 3 clusters
  Score: Raw -12736845.775198 + Penalty 3755.330682 = -12733090.444516
  nChanged 63
		SP:Iteration 27Q (6691.290000 sec): 3 clusters
  Score: Raw -12736871.957790 + Penalty 3755.330682 = -12733116.627109
  nChanged 49
		SP:Iteration 28Q (6691.800000 sec): 3 clusters
  Score: Raw -12736890.473433 + Penalty 3755.330682 = -12733135.142751
  nChanged 50
		SP:Iteration 29Q (6692.310000 sec): 3 clusters
  Score: Raw -12736906.493525 + Penalty 3755.330682 = -12733151.162843
  nChanged 38
		SP:Iteration 30Q (6692.810000 sec): 3 clusters
  Score: Raw -12736918.154579 + Penalty 3755.330682 = -12733162.823897
  nChanged 31
		SP:Iteration 31Q (6693.310000 sec): 3 clusters
  Score: Raw -12736926.553496 + Penalty 3755.330682 = -12733171.222814
  nChanged 26
		SP:Iteration 32Q (6693.830000 sec): 3 clusters
  Score: Raw -12736935.376057 + Penalty 3755.330682 = -12733180.045375
  nChanged 26
		SP:Iteration 33Q (6694.320000 sec): 3 clusters
  Score: Raw -12736942.496914 + Penalty 3755.330682 = -12733187.166232
  nChanged 18
		SP:Iteration 34Q (6694.850000 sec): 3 clusters
  Score: Raw -12736948.349103 + Penalty 3755.330682 = -12733193.018421
  nChanged 20
		SP:Iteration 35Q (6695.360000 sec): 3 clusters
  Score: Raw -12736953.262467 + Penalty 3755.330682 = -12733197.931785
  nChanged 17
		SP:Iteration 36Q (6695.890000 sec): 3 clusters
  Score: Raw -12736958.257730 + Penalty 3755.330682 = -12733202.927048
  nChanged 12
		SP:Iteration 37Q (6696.410000 sec): 3 clusters
  Score: Raw -12736961.432326 + Penalty 3755.330682 = -12733206.101644
  nChanged 13
		SP:Iteration 38Q (6696.930000 sec): 3 clusters
  Score: Raw -12736968.402962 + Penalty 3755.330682 = -12733213.072280
  nChanged 15
		SP:Iteration 39Q (6697.480000 sec): 3 clusters
  Score: Raw -12736975.921460 + Penalty 3755.330682 = -12733220.590778
  nChanged 23
		SP:Iteration 40F (6698.050000 sec): 3 clusters
  Score: Raw -12736986.853120 + Penalty 3755.330682 = -12733231.522439
  nChanged 27
		SP:Iteration 41Q (6698.580000 sec): 3 clusters
  Score: Raw -12737001.100365 + Penalty 3755.330682 = -12733245.769683
  nChanged 24
		SP:Iteration 42Q (6699.050000 sec): 3 clusters
  Score: Raw -12737012.553070 + Penalty 3755.330682 = -12733257.222388
  nChanged 33
		SP:Iteration 43Q (6699.550000 sec): 3 clusters
  Score: Raw -12737029.770387 + Penalty 3755.330682 = -12733274.439706
  nChanged 35
		SP:Iteration 44Q (6700.020000 sec): 3 clusters
  Score: Raw -12737044.587179 + Penalty 3755.330682 = -12733289.256497
  nChanged 21
		SP:Iteration 45Q (6700.480000 sec): 3 clusters
  Score: Raw -12737051.755586 + Penalty 3755.330682 = -12733296.424905
  nChanged 19
		SP:Iteration 46Q (6700.980000 sec): 3 clusters
  Score: Raw -12737057.242729 + Penalty 3755.330682 = -12733301.912047
  nChanged 7
		SP:Iteration 47Q (6701.490000 sec): 3 clusters
  Score: Raw -12737058.724930 + Penalty 3755.330682 = -12733303.394248
  nChanged 3
		SP:Iteration 48Q (6702.010000 sec): 3 clusters
  Score: Raw -12737059.405915 + Penalty 3755.330682 = -12733304.075233
  nChanged 2
		SP:Iteration 49Q (6702.550000 sec): 3 clusters
  Score: Raw -12737060.209845 + Penalty 3755.330682 = -12733304.879163
  nChanged 3
		SP:Iteration 50Q (6703.080000 sec): 3 clusters
  Score: Raw -12737061.360129 + Penalty 3755.330682 = -12733306.029447
  nChanged 3
		SP:Iteration 51Q (6703.650000 sec): 3 clusters
  Score: Raw -12737062.432992 + Penalty 3755.330682 = -12733307.102311
  nChanged 2
		SP:Iteration 52Q (6704.200000 sec): 3 clusters
  Score: Raw -12737062.980837 + Penalty 3755.330682 = -12733307.650155
  nChanged 1
		SP:Iteration 53Q (6704.730000 sec): 3 clusters
  Score: Raw -12737063.383788 + Penalty 3755.330682 = -12733308.053106
  nChanged 1
		SP:Iteration 54Q (6705.250000 sec): 3 clusters
  Score: Raw -12737063.623080 + Penalty 3755.330682 = -12733308.292398
  nChanged 2
		SP:Iteration 55Q (6705.750000 sec): 3 clusters
  Score: Raw -12737064.611728 + Penalty 3755.330682 = -12733309.281046
  nChanged 5
		SP:Iteration 56Q (6706.320000 sec): 3 clusters
  Score: Raw -12737067.625874 + Penalty 3755.330682 = -12733312.295192
  nChanged 10
		SP:Iteration 57Q (6706.870000 sec): 3 clusters
  Score: Raw -12737071.543409 + Penalty 3755.330682 = -12733316.212727
  nChanged 7
		SP:Iteration 58Q (6707.410000 sec): 3 clusters
  Score: Raw -12737073.622371 + Penalty 3755.330682 = -12733318.291689
  nChanged 5
		SP:Iteration 59Q (6707.950000 sec): 3 clusters
  Score: Raw -12737075.063910 + Penalty 3755.330682 = -12733319.733228
  nChanged 2
		SP:Iteration 60F (6708.590000 sec): 3 clusters
  Score: Raw -12737076.011793 + Penalty 3755.330682 = -12733320.681111
  nChanged 5
		SP:Iteration 61Q (6709.130000 sec): 3 clusters
  Score: Raw -12737078.293097 + Penalty 3755.330682 = -12733322.962415
  nChanged 4
		SP:Iteration 62Q (6709.700000 sec): 3 clusters
  Score: Raw -12737080.077872 + Penalty 3755.330682 = -12733324.747190
  nChanged 7
		SP:Iteration 63Q (6710.250000 sec): 3 clusters
  Score: Raw -12737082.089947 + Penalty 3755.330682 = -12733326.759265
  nChanged 4
		SP:Iteration 64Q (6710.780000 sec): 3 clusters
  Score: Raw -12737083.561824 + Penalty 3755.330682 = -12733328.231142
  nChanged 4
		SP:Iteration 65Q (6711.320000 sec): 3 clusters
  Score: Raw -12737085.654146 + Penalty 3755.330682 = -12733330.323465
  nChanged 4
		SP:Iteration 66Q (6711.910000 sec): 3 clusters
  Score: Raw -12737086.991761 + Penalty 3755.330682 = -12733331.661079
  nChanged 2
		SP:Iteration 67Q (6712.420000 sec): 3 clusters
  Score: Raw -12737087.522503 + Penalty 3755.330682 = -12733332.191821
  nChanged 2
		SP:Iteration 68Q (6712.990000 sec): 3 clusters
  Score: Raw -12737088.350989 + Penalty 3755.330682 = -12733333.020308
  nChanged 1
		SP:Iteration 69Q (6713.550000 sec): 3 clusters
  Score: Raw -12737088.524820 + Penalty 3755.330682 = -12733333.194138
  nChanged 0
		SP:Iteration 70F (6714.190000 sec): 3 clusters
  Score: Raw -12737088.524820 + Penalty 3755.330682 = -12733333.194138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6714.420000 sec): 2 clusters
  Score: Raw -1586209.539998 + Penalty 1540.286590 = -1584669.253408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6714.650000 sec): 3 clusters
  Score: Raw -1578662.967233 + Penalty 3080.573180 = -1575582.394053
  nChanged 5733
		SP:Iteration 1F (6714.840000 sec): 3 clusters
  Score: Raw -1581978.185402 + Penalty 3080.573180 = -1578897.612222
  nChanged 849
		SP:Iteration 2F (6715.100000 sec): 3 clusters
  Score: Raw -1582451.164950 + Penalty 3080.573180 = -1579370.591770
  nChanged 786
		SP:Iteration 3F (6715.350000 sec): 3 clusters
  Score: Raw -1582916.659363 + Penalty 3080.573180 = -1579836.086183
  nChanged 784
		SP:Iteration 4F (6715.540000 sec): 3 clusters
  Score: Raw -1583413.399054 + Penalty 3080.573180 = -1580332.825874
  nChanged 749
		SP:Iteration 5F (6715.810000 sec): 3 clusters
  Score: Raw -1583891.601653 + Penalty 3080.573180 = -1580811.028473
  nChanged 725
		SP:Iteration 6F (6716.040000 sec): 3 clusters
  Score: Raw -1584436.080948 + Penalty 3080.573180 = -1581355.507767
  nChanged 702
		SP:Iteration 7F (6716.280000 sec): 3 clusters
  Score: Raw -1585010.825420 + Penalty 3080.573180 = -1581930.252240
  nChanged 689
		SP:Iteration 8F (6716.480000 sec): 3 clusters
  Score: Raw -1585514.472999 + Penalty 3080.573180 = -1582433.899819
  nChanged 516
		SP:Iteration 9Q (6716.700000 sec): 3 clusters
  Score: Raw -1585808.266620 + Penalty 3080.573180 = -1582727.693440
  nChanged 400
		SP:Iteration 10Q (6716.950000 sec): 3 clusters
  Score: Raw -1586015.772316 + Penalty 3080.573180 = -1582935.199136
  nChanged 335
		SP:Iteration 11Q (6717.130000 sec): 3 clusters
  Score: Raw -1586164.362638 + Penalty 3080.573180 = -1583083.789458
  nChanged 262
		SP:Iteration 12Q (6717.390000 sec): 3 clusters
  Score: Raw -1586256.110128 + Penalty 3080.573180 = -1583175.536948
  nChanged 184
		SP:Iteration 13Q (6717.580000 sec): 3 clusters
  Score: Raw -1586318.649416 + Penalty 3080.573180 = -1583238.076236
  nChanged 161
		SP:Iteration 14Q (6717.830000 sec): 3 clusters
  Score: Raw -1586373.017318 + Penalty 3080.573180 = -1583292.444138
  nChanged 141
		SP:Iteration 15Q (6718.070000 sec): 3 clusters
  Score: Raw -1586414.879164 + Penalty 3080.573180 = -1583334.305984
  nChanged 136
		SP:Iteration 16Q (6718.290000 sec): 3 clusters
  Score: Raw -1586455.647509 + Penalty 3080.573180 = -1583375.074329
  nChanged 113
		SP:Iteration 17Q (6718.510000 sec): 3 clusters
  Score: Raw -1586485.148653 + Penalty 3080.573180 = -1583404.575473
  nChanged 104
		SP:Iteration 18Q (6718.790000 sec): 3 clusters
  Score: Raw -1586512.530809 + Penalty 3080.573180 = -1583431.957629
  nChanged 100
		SP:Iteration 19Q (6719.040000 sec): 3 clusters
  Score: Raw -1586541.893197 + Penalty 3080.573180 = -1583461.320017
  nChanged 101
		SP:Iteration 20F (6719.330000 sec): 3 clusters
  Score: Raw -1586568.339017 + Penalty 3080.573180 = -1583487.765837
  nChanged 109
		SP:Iteration 21Q (6719.550000 sec): 3 clusters
  Score: Raw -1586597.939106 + Penalty 3080.573180 = -1583517.365925
  nChanged 111
		SP:Iteration 22Q (6719.820000 sec): 3 clusters
  Score: Raw -1586624.383120 + Penalty 3080.573180 = -1583543.809940
  nChanged 109
		SP:Iteration 23Q (6720.060000 sec): 3 clusters
  Score: Raw -1586649.934898 + Penalty 3080.573180 = -1583569.361718
  nChanged 92
		SP:Iteration 24Q (6720.290000 sec): 3 clusters
  Score: Raw -1586672.896960 + Penalty 3080.573180 = -1583592.323780
  nChanged 88
		SP:Iteration 25Q (6720.540000 sec): 3 clusters
  Score: Raw -1586696.793728 + Penalty 3080.573180 = -1583616.220548
  nChanged 92
		SP:Iteration 26Q (6720.790000 sec): 3 clusters
  Score: Raw -1586725.010544 + Penalty 3080.573180 = -1583644.437363
  nChanged 92
		SP:Iteration 27Q (6721.080000 sec): 3 clusters
  Score: Raw -1586755.722954 + Penalty 3080.573180 = -1583675.149774
  nChanged 96
		SP:Iteration 28Q (6721.300000 sec): 3 clusters
  Score: Raw -1586784.877974 + Penalty 3080.573180 = -1583704.304794
  nChanged 83
		SP:Iteration 29Q (6721.560000 sec): 3 clusters
  Score: Raw -1586813.377781 + Penalty 3080.573180 = -1583732.804601
  nChanged 78
		SP:Iteration 30Q (6721.780000 sec): 3 clusters
  Score: Raw -1586836.738699 + Penalty 3080.573180 = -1583756.165519
  nChanged 75
		SP:Iteration 31Q (6722.030000 sec): 3 clusters
  Score: Raw -1586863.630022 + Penalty 3080.573180 = -1583783.056841
  nChanged 77
		SP:Iteration 32Q (6722.280000 sec): 3 clusters
  Score: Raw -1586885.077319 + Penalty 3080.573180 = -1583804.504139
  nChanged 66
		SP:Iteration 33Q (6722.520000 sec): 3 clusters
  Score: Raw -1586901.874533 + Penalty 3080.573180 = -1583821.301352
  nChanged 59
		SP:Iteration 34Q (6722.730000 sec): 3 clusters
  Score: Raw -1586915.854209 + Penalty 3080.573180 = -1583835.281029
  nChanged 57
		SP:Iteration 35Q (6722.990000 sec): 3 clusters
  Score: Raw -1586935.043139 + Penalty 3080.573180 = -1583854.469959
  nChanged 72
		SP:Iteration 36Q (6723.200000 sec): 3 clusters
  Score: Raw -1586963.043033 + Penalty 3080.573180 = -1583882.469853
  nChanged 83
		SP:Iteration 37Q (6723.470000 sec): 3 clusters
  Score: Raw -1587011.366200 + Penalty 3080.573180 = -1583930.793019
  nChanged 112
		SP:Iteration 38Q (6723.730000 sec): 3 clusters
  Score: Raw -1587084.132141 + Penalty 3080.573180 = -1584003.558961
  nChanged 113
		SP:Iteration 39Q (6723.970000 sec): 3 clusters
  Score: Raw -1587175.843327 + Penalty 3080.573180 = -1584095.270147
  nChanged 125
		SP:Iteration 40F (6724.190000 sec): 3 clusters
  Score: Raw -1587293.338226 + Penalty 3080.573180 = -1584212.765046
  nChanged 135
		SP:Iteration 41Q (6724.460000 sec): 3 clusters
  Score: Raw -1587421.819707 + Penalty 3080.573180 = -1584341.246527
  nChanged 137
		SP:Iteration 42Q (6724.680000 sec): 3 clusters
  Score: Raw -1587532.442015 + Penalty 3080.573180 = -1584451.868835
  nChanged 106
		SP:Iteration 43Q (6724.910000 sec): 3 clusters
  Score: Raw -1587579.213652 + Penalty 3080.573180 = -1584498.640472
  nChanged 67
		SP:Iteration 44Q (6725.120000 sec): 3 clusters
  Score: Raw -1587595.516846 + Penalty 3080.573180 = -1584514.943666
  nChanged 42
		SP:Iteration 45Q (6725.330000 sec): 3 clusters
  Score: Raw -1587605.313255 + Penalty 3080.573180 = -1584524.740074
  nChanged 35
		SP:Iteration 46Q (6725.580000 sec): 3 clusters
  Score: Raw -1587612.305793 + Penalty 3080.573180 = -1584531.732613
  nChanged 20
		SP:Iteration 47Q (6725.800000 sec): 3 clusters
  Score: Raw -1587615.844676 + Penalty 3080.573180 = -1584535.271496
  nChanged 12
		SP:Iteration 48Q (6726.050000 sec): 3 clusters
  Score: Raw -1587617.279044 + Penalty 3080.573180 = -1584536.705864
  nChanged 8
		SP:Iteration 49Q (6726.230000 sec): 3 clusters
  Score: Raw -1587618.029058 + Penalty 3080.573180 = -1584537.455878
  nChanged 3
		SP:Iteration 50Q (6726.500000 sec): 3 clusters
  Score: Raw -1587618.351647 + Penalty 3080.573180 = -1584537.778467
  nChanged 2
		SP:Iteration 51Q (6726.750000 sec): 3 clusters
  Score: Raw -1587618.491802 + Penalty 3080.573180 = -1584537.918622
  nChanged 0
		SP:Iteration 52F (6727.010000 sec): 3 clusters
  Score: Raw -1587618.491802 + Penalty 3080.573180 = -1584537.918622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6727.110000 sec): 2 clusters
  Score: Raw -174159.520867 + Penalty 1186.874524 = -172972.646343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6727.270000 sec): 3 clusters
  Score: Raw -173567.272097 + Penalty 2373.749048 = -171193.523049
  nChanged 496
		SP:Iteration 1F (6727.490000 sec): 3 clusters
  Score: Raw -173904.072280 + Penalty 2373.749048 = -171530.323231
  nChanged 125
		SP:Iteration 2F (6727.620000 sec): 3 clusters
  Score: Raw -174007.781297 + Penalty 2373.749048 = -171634.032249
  nChanged 63
		SP:Iteration 3Q (6727.770000 sec): 3 clusters
  Score: Raw -174064.461447 + Penalty 2373.749048 = -171690.712399
  nChanged 44
		SP:Iteration 4Q (6727.970000 sec): 3 clusters
  Score: Raw -174104.217843 + Penalty 2373.749048 = -171730.468795
  nChanged 39
		SP:Iteration 5Q (6728.160000 sec): 3 clusters
  Score: Raw -174131.886659 + Penalty 2373.749048 = -171758.137611
  nChanged 31
		SP:Iteration 6Q (6728.330000 sec): 3 clusters
  Score: Raw -174153.017630 + Penalty 2373.749048 = -171779.268582
  nChanged 23
		SP:Iteration 7Q (6728.500000 sec): 3 clusters
  Score: Raw -174168.217821 + Penalty 2373.749048 = -171794.468773
  nChanged 22
		SP:Iteration 8Q (6728.670000 sec): 3 clusters
  Score: Raw -174187.553451 + Penalty 2373.749048 = -171813.804402
  nChanged 24
		SP:Iteration 9Q (6728.880000 sec): 3 clusters
  Score: Raw -174209.782549 + Penalty 2373.749048 = -171836.033501
  nChanged 24
		SP:Iteration 10Q (6729.050000 sec): 3 clusters
  Score: Raw -174231.169023 + Penalty 2373.749048 = -171857.419974
  nChanged 26
		SP:Iteration 11Q (6729.240000 sec): 3 clusters
  Score: Raw -174254.721088 + Penalty 2373.749048 = -171880.972039
  nChanged 34
		SP:Iteration 12Q (6729.380000 sec): 3 clusters
  Score: Raw -174293.345124 + Penalty 2373.749048 = -171919.596076
  nChanged 35
		SP:Iteration 13Q (6729.600000 sec): 3 clusters
  Score: Raw -174320.754744 + Penalty 2373.749048 = -171947.005695
  nChanged 28
		SP:Iteration 14Q (6729.740000 sec): 3 clusters
  Score: Raw -174349.943351 + Penalty 2373.749048 = -171976.194303
  nChanged 25
		SP:Iteration 15Q (6729.900000 sec): 3 clusters
  Score: Raw -174375.134965 + Penalty 2373.749048 = -172001.385917
  nChanged 27
		SP:Iteration 16Q (6730.050000 sec): 3 clusters
  Score: Raw -174396.756170 + Penalty 2373.749048 = -172023.007121
  nChanged 18
		SP:Iteration 17Q (6730.260000 sec): 3 clusters
  Score: Raw -174410.492392 + Penalty 2373.749048 = -172036.743344
  nChanged 15
		SP:Iteration 18Q (6730.430000 sec): 3 clusters
  Score: Raw -174422.456700 + Penalty 2373.749048 = -172048.707651
  nChanged 16
		SP:Iteration 19Q (6730.620000 sec): 3 clusters
  Score: Raw -174434.880939 + Penalty 2373.749048 = -172061.131890
  nChanged 19
		SP:Iteration 20F (6730.800000 sec): 3 clusters
  Score: Raw -174447.677791 + Penalty 2373.749048 = -172073.928742
  nChanged 16
		SP:Iteration 21Q (6731.020000 sec): 3 clusters
  Score: Raw -174466.410577 + Penalty 2373.749048 = -172092.661529
  nChanged 17
		SP:Iteration 22Q (6731.200000 sec): 3 clusters
  Score: Raw -174482.252350 + Penalty 2373.749048 = -172108.503302
  nChanged 17
		SP:Iteration 23Q (6731.340000 sec): 3 clusters
  Score: Raw -174498.812885 + Penalty 2373.749048 = -172125.063837
  nChanged 10
		SP:Iteration 24Q (6731.540000 sec): 3 clusters
  Score: Raw -174508.397682 + Penalty 2373.749048 = -172134.648634
  nChanged 7
		SP:Iteration 25Q (6731.700000 sec): 3 clusters
  Score: Raw -174512.884126 + Penalty 2373.749048 = -172139.135078
  nChanged 7
		SP:Iteration 26Q (6731.920000 sec): 3 clusters
  Score: Raw -174517.807070 + Penalty 2373.749048 = -172144.058022
  nChanged 8
		SP:Iteration 27Q (6732.050000 sec): 3 clusters
  Score: Raw -174524.419712 + Penalty 2373.749048 = -172150.670664
  nChanged 9
		SP:Iteration 28Q (6732.230000 sec): 3 clusters
  Score: Raw -174530.818680 + Penalty 2373.749048 = -172157.069632
  nChanged 7
		SP:Iteration 29Q (6732.430000 sec): 3 clusters
  Score: Raw -174535.994793 + Penalty 2373.749048 = -172162.245744
  nChanged 5
		SP:Iteration 30Q (6732.620000 sec): 3 clusters
  Score: Raw -174540.332392 + Penalty 2373.749048 = -172166.583344
  nChanged 3
		SP:Iteration 31Q (6732.800000 sec): 3 clusters
  Score: Raw -174543.019776 + Penalty 2373.749048 = -172169.270727
  nChanged 5
		SP:Iteration 32Q (6732.960000 sec): 3 clusters
  Score: Raw -174548.003073 + Penalty 2373.749048 = -172174.254025
  nChanged 10
		SP:Iteration 33Q (6733.120000 sec): 3 clusters
  Score: Raw -174556.018766 + Penalty 2373.749048 = -172182.269718
  nChanged 9
		SP:Iteration 34Q (6733.290000 sec): 3 clusters
  Score: Raw -174566.485700 + Penalty 2373.749048 = -172192.736652
  nChanged 8
		SP:Iteration 35Q (6733.510000 sec): 3 clusters
  Score: Raw -174574.081293 + Penalty 2373.749048 = -172200.332245
  nChanged 12
		SP:Iteration 36Q (6733.700000 sec): 3 clusters
  Score: Raw -174585.208039 + Penalty 2373.749048 = -172211.458991
  nChanged 13
		SP:Iteration 37Q (6733.850000 sec): 3 clusters
  Score: Raw -174593.426087 + Penalty 2373.749048 = -172219.677039
  nChanged 7
		SP:Iteration 38Q (6734.040000 sec): 3 clusters
  Score: Raw -174597.700463 + Penalty 2373.749048 = -172223.951415
  nChanged 7
		SP:Iteration 39Q (6734.190000 sec): 3 clusters
  Score: Raw -174602.802411 + Penalty 2373.749048 = -172229.053363
  nChanged 4
		SP:Iteration 40F (6734.350000 sec): 3 clusters
  Score: Raw -174605.303415 + Penalty 2373.749048 = -172231.554367
  nChanged 2
		SP:Iteration 41Q (6734.540000 sec): 3 clusters
  Score: Raw -174606.498685 + Penalty 2373.749048 = -172232.749637
  nChanged 3
		SP:Iteration 42Q (6734.750000 sec): 3 clusters
  Score: Raw -174608.351059 + Penalty 2373.749048 = -172234.602010
  nChanged 3
		SP:Iteration 43Q (6734.930000 sec): 3 clusters
  Score: Raw -174612.109113 + Penalty 2373.749048 = -172238.360065
  nChanged 0
		SP:Iteration 44F (6735.120000 sec): 3 clusters
  Score: Raw -174612.109113 + Penalty 2373.749048 = -172238.360065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (7017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6735.230000 sec): 2 clusters
  Score: Raw -791227.866275 + Penalty 1439.114796 = -789788.751478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6735.460000 sec): 3 clusters
  Score: Raw -787459.646299 + Penalty 2878.229593 = -784581.416706
  nChanged 2969
		SP:Iteration 1F (6735.710000 sec): 3 clusters
  Score: Raw -789056.465565 + Penalty 2878.229593 = -786178.235972
  nChanged 550
		SP:Iteration 2F (6735.900000 sec): 3 clusters
  Score: Raw -789467.719730 + Penalty 2878.229593 = -786589.490137
  nChanged 502
		SP:Iteration 3F (6736.100000 sec): 3 clusters
  Score: Raw -789875.059450 + Penalty 2878.229593 = -786996.829857
  nChanged 474
		SP:Iteration 4F (6736.340000 sec): 3 clusters
  Score: Raw -790279.686644 + Penalty 2878.229593 = -787401.457051
  nChanged 474
		SP:Iteration 5F (6736.540000 sec): 3 clusters
  Score: Raw -790750.969257 + Penalty 2878.229593 = -787872.739664
  nChanged 475
		SP:Iteration 6F (6736.740000 sec): 3 clusters
  Score: Raw -791276.160773 + Penalty 2878.229593 = -788397.931180
  nChanged 431
		SP:Iteration 7F (6736.960000 sec): 3 clusters
  Score: Raw -791679.602151 + Penalty 2878.229593 = -788801.372558
  nChanged 332
		SP:Iteration 8Q (6737.140000 sec): 3 clusters
  Score: Raw -791959.791857 + Penalty 2878.229593 = -789081.562264
  nChanged 260
		SP:Iteration 9Q (6737.350000 sec): 3 clusters
  Score: Raw -792138.713591 + Penalty 2878.229593 = -789260.483998
  nChanged 190
		SP:Iteration 10Q (6737.560000 sec): 3 clusters
  Score: Raw -792242.127225 + Penalty 2878.229593 = -789363.897632
  nChanged 139
		SP:Iteration 11Q (6737.760000 sec): 3 clusters
  Score: Raw -792323.253364 + Penalty 2878.229593 = -789445.023771
  nChanged 124
		SP:Iteration 12Q (6737.990000 sec): 3 clusters
  Score: Raw -792388.208254 + Penalty 2878.229593 = -789509.978661
  nChanged 96
		SP:Iteration 13Q (6738.220000 sec): 3 clusters
  Score: Raw -792427.275202 + Penalty 2878.229593 = -789549.045609
  nChanged 72
		SP:Iteration 14Q (6738.430000 sec): 3 clusters
  Score: Raw -792461.421797 + Penalty 2878.229593 = -789583.192204
  nChanged 71
		SP:Iteration 15Q (6738.650000 sec): 3 clusters
  Score: Raw -792498.550471 + Penalty 2878.229593 = -789620.320878
  nChanged 65
		SP:Iteration 16Q (6738.860000 sec): 3 clusters
  Score: Raw -792541.649984 + Penalty 2878.229593 = -789663.420391
  nChanged 78
		SP:Iteration 17Q (6739.030000 sec): 3 clusters
  Score: Raw -792616.236933 + Penalty 2878.229593 = -789738.007340
  nChanged 94
		SP:Iteration 18Q (6739.200000 sec): 3 clusters
  Score: Raw -792735.275547 + Penalty 2878.229593 = -789857.045954
  nChanged 115
		SP:Iteration 19Q (6739.440000 sec): 3 clusters
  Score: Raw -792853.536774 + Penalty 2878.229593 = -789975.307181
  nChanged 100
		SP:Iteration 20F (6739.620000 sec): 3 clusters
  Score: Raw -792923.925089 + Penalty 2878.229593 = -790045.695496
  nChanged 90
		SP:Iteration 21Q (6739.850000 sec): 3 clusters
  Score: Raw -792971.701472 + Penalty 2878.229593 = -790093.471879
  nChanged 61
		SP:Iteration 22Q (6740.050000 sec): 3 clusters
  Score: Raw -792997.829654 + Penalty 2878.229593 = -790119.600061
  nChanged 54
		SP:Iteration 23Q (6740.270000 sec): 3 clusters
  Score: Raw -793012.212899 + Penalty 2878.229593 = -790133.983306
  nChanged 27
		SP:Iteration 24Q (6740.480000 sec): 3 clusters
  Score: Raw -793017.176102 + Penalty 2878.229593 = -790138.946509
  nChanged 18
		SP:Iteration 25Q (6740.700000 sec): 3 clusters
  Score: Raw -793021.590112 + Penalty 2878.229593 = -790143.360519
  nChanged 18
		SP:Iteration 26Q (6740.900000 sec): 3 clusters
  Score: Raw -793025.223496 + Penalty 2878.229593 = -790146.993903
  nChanged 10
		SP:Iteration 27Q (6741.110000 sec): 3 clusters
  Score: Raw -793026.815131 + Penalty 2878.229593 = -790148.585539
  nChanged 6
		SP:Iteration 28Q (6741.310000 sec): 3 clusters
  Score: Raw -793027.391393 + Penalty 2878.229593 = -790149.161800
  nChanged 2
		SP:Iteration 29Q (6741.510000 sec): 3 clusters
  Score: Raw -793027.850986 + Penalty 2878.229593 = -790149.621393
  nChanged 6
		SP:Iteration 30Q (6741.740000 sec): 3 clusters
  Score: Raw -793028.816324 + Penalty 2878.229593 = -790150.586731
  nChanged 4
		SP:Iteration 31Q (6741.910000 sec): 3 clusters
  Score: Raw -793029.192425 + Penalty 2878.229593 = -790150.962832
  nChanged 0
		SP:Iteration 32F (6742.130000 sec): 3 clusters
  Score: Raw -793029.192425 + Penalty 2878.229593 = -790150.962832
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (2054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6742.230000 sec): 2 clusters
  Score: Raw -196318.302908 + Penalty 1239.475963 = -195078.826944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6742.420000 sec): 3 clusters
  Score: Raw -195491.318110 + Penalty 2478.951927 = -193012.366183
  nChanged 790
		SP:Iteration 1F (6742.570000 sec): 3 clusters
  Score: Raw -196468.155198 + Penalty 2478.951927 = -193989.203271
  nChanged 253
		SP:Iteration 2F (6742.780000 sec): 3 clusters
  Score: Raw -197092.277730 + Penalty 2478.951927 = -194613.325803
  nChanged 202
		SP:Iteration 3F (6742.950000 sec): 3 clusters
  Score: Raw -197616.055134 + Penalty 2478.951927 = -195137.103207
  nChanged 143
		SP:Iteration 4F (6743.140000 sec): 3 clusters
  Score: Raw -197898.641840 + Penalty 2478.951927 = -195419.689913
  nChanged 92
		SP:Iteration 5Q (6743.340000 sec): 3 clusters
  Score: Raw -198059.061573 + Penalty 2478.951927 = -195580.109647
  nChanged 74
		SP:Iteration 6Q (6743.550000 sec): 3 clusters
  Score: Raw -198174.973100 + Penalty 2478.951927 = -195696.021173
  nChanged 78
		SP:Iteration 7Q (6743.690000 sec): 3 clusters
  Score: Raw -198278.046396 + Penalty 2478.951927 = -195799.094469
  nChanged 69
		SP:Iteration 8Q (6743.910000 sec): 3 clusters
  Score: Raw -198372.519512 + Penalty 2478.951927 = -195893.567585
  nChanged 64
		SP:Iteration 9Q (6744.100000 sec): 3 clusters
  Score: Raw -198458.538993 + Penalty 2478.951927 = -195979.587066
  nChanged 38
		SP:Iteration 10Q (6744.290000 sec): 3 clusters
  Score: Raw -198508.140058 + Penalty 2478.951927 = -196029.188131
  nChanged 38
		SP:Iteration 11Q (6744.460000 sec): 3 clusters
  Score: Raw -198566.890784 + Penalty 2478.951927 = -196087.938857
  nChanged 33
		SP:Iteration 12Q (6744.640000 sec): 3 clusters
  Score: Raw -198625.118253 + Penalty 2478.951927 = -196146.166326
  nChanged 25
		SP:Iteration 13Q (6744.870000 sec): 3 clusters
  Score: Raw -198669.322321 + Penalty 2478.951927 = -196190.370394
  nChanged 13
		SP:Iteration 14Q (6745.010000 sec): 3 clusters
  Score: Raw -198683.666787 + Penalty 2478.951927 = -196204.714860
  nChanged 5
		SP:Iteration 15Q (6745.200000 sec): 3 clusters
  Score: Raw -198688.151925 + Penalty 2478.951927 = -196209.199998
  nChanged 4
		SP:Iteration 16Q (6745.370000 sec): 3 clusters
  Score: Raw -198689.233806 + Penalty 2478.951927 = -196210.281879
  nChanged 1
		SP:Iteration 17Q (6745.540000 sec): 3 clusters
  Score: Raw -198689.543693 + Penalty 2478.951927 = -196210.591766
  nChanged 0
		SP:Iteration 18F (6745.720000 sec): 3 clusters
  Score: Raw -198695.617963 + Penalty 2478.951927 = -196216.666036
  nChanged 1
		SP:Iteration 19Q (6745.890000 sec): 3 clusters
  Score: Raw -198703.129006 + Penalty 2478.951927 = -196224.177079
  nChanged 6
		SP:Iteration 20F (6746.110000 sec): 3 clusters
  Score: Raw -198706.758195 + Penalty 2478.951927 = -196227.806268
  nChanged 3
		SP:Iteration 21Q (6746.320000 sec): 3 clusters
  Score: Raw -198709.856512 + Penalty 2478.951927 = -196230.904585
  nChanged 4
		SP:Iteration 22Q (6746.480000 sec): 3 clusters
  Score: Raw -198711.788700 + Penalty 2478.951927 = -196232.836773
  nChanged 1
		SP:Iteration 23Q (6746.660000 sec): 3 clusters
  Score: Raw -198712.498668 + Penalty 2478.951927 = -196233.546741
  nChanged 1
		SP:Iteration 24Q (6746.870000 sec): 3 clusters
  Score: Raw -198713.073201 + Penalty 2478.951927 = -196234.121274
  nChanged 1
		SP:Iteration 25Q (6747.030000 sec): 3 clusters
  Score: Raw -198714.202026 + Penalty 2478.951927 = -196235.250099
  nChanged 0
		SP:Iteration 26F (6747.220000 sec): 3 clusters
  Score: Raw -198714.202026 + Penalty 2478.951927 = -196235.250099
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6747.340000 sec): 2 clusters
  Score: Raw -135060.989674 + Penalty 1144.797082 = -133916.192592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6747.520000 sec): 3 clusters
  Score: Raw -134707.026902 + Penalty 2289.594163 = -132417.432739
  nChanged 336
		SP:Iteration 1F (6747.710000 sec): 3 clusters
  Score: Raw -135026.467832 + Penalty 2289.594163 = -132736.873668
  nChanged 105
		SP:Iteration 2F (6747.860000 sec): 3 clusters
  Score: Raw -135142.642248 + Penalty 2289.594163 = -132853.048085
  nChanged 50
		SP:Iteration 3Q (6748.020000 sec): 3 clusters
  Score: Raw -135194.923942 + Penalty 2289.594163 = -132905.329779
  nChanged 40
		SP:Iteration 4Q (6748.220000 sec): 3 clusters
  Score: Raw -135249.231642 + Penalty 2289.594163 = -132959.637479
  nChanged 31
		SP:Iteration 5Q (6748.380000 sec): 3 clusters
  Score: Raw -135277.314021 + Penalty 2289.594163 = -132987.719858
  nChanged 30
		SP:Iteration 6Q (6748.560000 sec): 3 clusters
  Score: Raw -135303.806430 + Penalty 2289.594163 = -133014.212266
  nChanged 23
		SP:Iteration 7Q (6748.750000 sec): 3 clusters
  Score: Raw -135326.216822 + Penalty 2289.594163 = -133036.622659
  nChanged 19
		SP:Iteration 8Q (6748.940000 sec): 3 clusters
  Score: Raw -135341.329961 + Penalty 2289.594163 = -133051.735797
  nChanged 11
		SP:Iteration 9Q (6749.110000 sec): 3 clusters
  Score: Raw -135349.695485 + Penalty 2289.594163 = -133060.101322
  nChanged 11
		SP:Iteration 10Q (6749.290000 sec): 3 clusters
  Score: Raw -135359.361097 + Penalty 2289.594163 = -133069.766934
  nChanged 12
		SP:Iteration 11Q (6749.460000 sec): 3 clusters
  Score: Raw -135368.344942 + Penalty 2289.594163 = -133078.750778
  nChanged 10
		SP:Iteration 12Q (6749.680000 sec): 3 clusters
  Score: Raw -135378.675133 + Penalty 2289.594163 = -133089.080970
  nChanged 16
		SP:Iteration 13Q (6749.830000 sec): 3 clusters
  Score: Raw -135391.406531 + Penalty 2289.594163 = -133101.812368
  nChanged 11
		SP:Iteration 14Q (6750.020000 sec): 3 clusters
  Score: Raw -135403.005764 + Penalty 2289.594163 = -133113.411601
  nChanged 14
		SP:Iteration 15Q (6750.240000 sec): 3 clusters
  Score: Raw -135422.659791 + Penalty 2289.594163 = -133133.065628
  nChanged 13
		SP:Iteration 16Q (6750.400000 sec): 3 clusters
  Score: Raw -135434.595795 + Penalty 2289.594163 = -133145.001632
  nChanged 12
		SP:Iteration 17Q (6750.560000 sec): 3 clusters
  Score: Raw -135444.349494 + Penalty 2289.594163 = -133154.755331
  nChanged 4
		SP:Iteration 18Q (6750.760000 sec): 3 clusters
  Score: Raw -135447.468944 + Penalty 2289.594163 = -133157.874781
  nChanged 6
		SP:Iteration 19Q (6750.900000 sec): 3 clusters
  Score: Raw -135452.096746 + Penalty 2289.594163 = -133162.502582
  nChanged 5
		SP:Iteration 20F (6751.080000 sec): 3 clusters
  Score: Raw -135454.780575 + Penalty 2289.594163 = -133165.186412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (12239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6751.210000 sec): 2 clusters
  Score: Raw -1442324.881016 + Penalty 1529.512214 = -1440795.368802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6751.480000 sec): 3 clusters
  Score: Raw -1435138.270343 + Penalty 3059.024427 = -1432079.245916
  nChanged 5386
		SP:Iteration 1F (6751.670000 sec): 3 clusters
  Score: Raw -1438229.361804 + Penalty 3059.024427 = -1435170.337376
  nChanged 794
		SP:Iteration 2F (6751.890000 sec): 3 clusters
  Score: Raw -1438639.811538 + Penalty 3059.024427 = -1435580.787111
  nChanged 729
		SP:Iteration 3F (6752.110000 sec): 3 clusters
  Score: Raw -1439065.989244 + Penalty 3059.024427 = -1436006.964817
  nChanged 755
		SP:Iteration 4F (6752.360000 sec): 3 clusters
  Score: Raw -1439576.211383 + Penalty 3059.024427 = -1436517.186956
  nChanged 764
		SP:Iteration 5F (6752.560000 sec): 3 clusters
  Score: Raw -1440185.334183 + Penalty 3059.024427 = -1437126.309756
  nChanged 727
		SP:Iteration 6F (6752.760000 sec): 3 clusters
  Score: Raw -1440811.759925 + Penalty 3059.024427 = -1437752.735498
  nChanged 668
		SP:Iteration 7F (6753.000000 sec): 3 clusters
  Score: Raw -1441448.754098 + Penalty 3059.024427 = -1438389.729671
  nChanged 606
		SP:Iteration 8Q (6753.220000 sec): 3 clusters
  Score: Raw -1442013.121422 + Penalty 3059.024427 = -1438954.096995
  nChanged 499
		SP:Iteration 9Q (6753.440000 sec): 3 clusters
  Score: Raw -1442475.218855 + Penalty 3059.024427 = -1439416.194427
  nChanged 398
		SP:Iteration 10Q (6753.640000 sec): 3 clusters
  Score: Raw -1442816.171252 + Penalty 3059.024427 = -1439757.146825
  nChanged 298
		SP:Iteration 11Q (6753.830000 sec): 3 clusters
  Score: Raw -1443042.529948 + Penalty 3059.024427 = -1439983.505521
  nChanged 231
		SP:Iteration 12Q (6754.050000 sec): 3 clusters
  Score: Raw -1443183.518950 + Penalty 3059.024427 = -1440124.494522
  nChanged 161
		SP:Iteration 13Q (6754.260000 sec): 3 clusters
  Score: Raw -1443271.176863 + Penalty 3059.024427 = -1440212.152436
  nChanged 116
		SP:Iteration 14Q (6754.490000 sec): 3 clusters
  Score: Raw -1443325.782506 + Penalty 3059.024427 = -1440266.758079
  nChanged 81
		SP:Iteration 15Q (6754.670000 sec): 3 clusters
  Score: Raw -1443357.376751 + Penalty 3059.024427 = -1440298.352323
  nChanged 64
		SP:Iteration 16Q (6754.910000 sec): 3 clusters
  Score: Raw -1443375.866561 + Penalty 3059.024427 = -1440316.842134
  nChanged 42
		SP:Iteration 17Q (6755.150000 sec): 3 clusters
  Score: Raw -1443389.776986 + Penalty 3059.024427 = -1440330.752559
  nChanged 31
		SP:Iteration 18Q (6755.380000 sec): 3 clusters
  Score: Raw -1443399.067119 + Penalty 3059.024427 = -1440340.042691
  nChanged 34
		SP:Iteration 19Q (6755.620000 sec): 3 clusters
  Score: Raw -1443411.174919 + Penalty 3059.024427 = -1440352.150491
  nChanged 29
		SP:Iteration 20F (6755.830000 sec): 3 clusters
  Score: Raw -1443418.464527 + Penalty 3059.024427 = -1440359.440099
  nChanged 25
		SP:Iteration 21Q (6756.050000 sec): 3 clusters
  Score: Raw -1443424.201392 + Penalty 3059.024427 = -1440365.176964
  nChanged 22
		SP:Iteration 22Q (6756.290000 sec): 3 clusters
  Score: Raw -1443428.441151 + Penalty 3059.024427 = -1440369.416724
  nChanged 21
		SP:Iteration 23Q (6756.540000 sec): 3 clusters
  Score: Raw -1443433.592050 + Penalty 3059.024427 = -1440374.567623
  nChanged 16
		SP:Iteration 24Q (6756.780000 sec): 3 clusters
  Score: Raw -1443437.400293 + Penalty 3059.024427 = -1440378.375866
  nChanged 11
		SP:Iteration 25Q (6757.020000 sec): 3 clusters
  Score: Raw -1443439.870145 + Penalty 3059.024427 = -1440380.845718
  nChanged 12
		SP:Iteration 26Q (6757.260000 sec): 3 clusters
  Score: Raw -1443442.535133 + Penalty 3059.024427 = -1440383.510705
  nChanged 14
		SP:Iteration 27Q (6757.440000 sec): 3 clusters
  Score: Raw -1443446.571710 + Penalty 3059.024427 = -1440387.547282
  nChanged 21
		SP:Iteration 28Q (6757.700000 sec): 3 clusters
  Score: Raw -1443451.378678 + Penalty 3059.024427 = -1440392.354251
  nChanged 19
		SP:Iteration 29Q (6757.930000 sec): 3 clusters
  Score: Raw -1443457.147841 + Penalty 3059.024427 = -1440398.123414
  nChanged 20
		SP:Iteration 30Q (6758.090000 sec): 3 clusters
  Score: Raw -1443463.043505 + Penalty 3059.024427 = -1440404.019078
  nChanged 21
		SP:Iteration 31Q (6758.330000 sec): 3 clusters
  Score: Raw -1443469.229951 + Penalty 3059.024427 = -1440410.205524
  nChanged 17
		SP:Iteration 32Q (6758.530000 sec): 3 clusters
  Score: Raw -1443472.771758 + Penalty 3059.024427 = -1440413.747331
  nChanged 11
		SP:Iteration 33Q (6758.760000 sec): 3 clusters
  Score: Raw -1443474.993042 + Penalty 3059.024427 = -1440415.968615
  nChanged 10
		SP:Iteration 34Q (6758.980000 sec): 3 clusters
  Score: Raw -1443476.558804 + Penalty 3059.024427 = -1440417.534377
  nChanged 4
		SP:Iteration 35Q (6759.180000 sec): 3 clusters
  Score: Raw -1443477.520001 + Penalty 3059.024427 = -1440418.495573
  nChanged 4
		SP:Iteration 36Q (6759.370000 sec): 3 clusters
  Score: Raw -1443478.369166 + Penalty 3059.024427 = -1440419.344739
  nChanged 4
		SP:Iteration 37Q (6759.640000 sec): 3 clusters
  Score: Raw -1443479.106916 + Penalty 3059.024427 = -1440420.082489
  nChanged 3
		SP:Iteration 38Q (6759.820000 sec): 3 clusters
  Score: Raw -1443479.821206 + Penalty 3059.024427 = -1440420.796779
  nChanged 7
		SP:Iteration 39Q (6760.070000 sec): 3 clusters
  Score: Raw -1443482.040777 + Penalty 3059.024427 = -1440423.016349
  nChanged 11
		SP:Iteration 40F (6760.290000 sec): 3 clusters
  Score: Raw -1443484.074438 + Penalty 3059.024427 = -1440425.050011
  nChanged 11
		SP:Iteration 41Q (6760.530000 sec): 3 clusters
  Score: Raw -1443486.388276 + Penalty 3059.024427 = -1440427.363848
  nChanged 9
		SP:Iteration 42Q (6760.720000 sec): 3 clusters
  Score: Raw -1443488.239361 + Penalty 3059.024427 = -1440429.214933
  nChanged 9
		SP:Iteration 43Q (6760.940000 sec): 3 clusters
  Score: Raw -1443490.514626 + Penalty 3059.024427 = -1440431.490199
  nChanged 8
		SP:Iteration 44Q (6761.130000 sec): 3 clusters
  Score: Raw -1443492.653753 + Penalty 3059.024427 = -1440433.629326
  nChanged 8
		SP:Iteration 45Q (6761.370000 sec): 3 clusters
  Score: Raw -1443495.277320 + Penalty 3059.024427 = -1440436.252892
  nChanged 10
		SP:Iteration 46Q (6761.580000 sec): 3 clusters
  Score: Raw -1443497.906032 + Penalty 3059.024427 = -1440438.881604
  nChanged 12
		SP:Iteration 47Q (6761.830000 sec): 3 clusters
  Score: Raw -1443500.735912 + Penalty 3059.024427 = -1440441.711484
  nChanged 13
		SP:Iteration 48Q (6762.060000 sec): 3 clusters
  Score: Raw -1443504.397287 + Penalty 3059.024427 = -1440445.372860
  nChanged 9
		SP:Iteration 49Q (6762.290000 sec): 3 clusters
  Score: Raw -1443508.184119 + Penalty 3059.024427 = -1440449.159692
  nChanged 10
		SP:Iteration 50Q (6762.500000 sec): 3 clusters
  Score: Raw -1443511.195349 + Penalty 3059.024427 = -1440452.170922
  nChanged 19
		SP:Iteration 51Q (6762.740000 sec): 3 clusters
  Score: Raw -1443518.087325 + Penalty 3059.024427 = -1440459.062897
  nChanged 13
		SP:Iteration 52Q (6762.950000 sec): 3 clusters
  Score: Raw -1443525.638895 + Penalty 3059.024427 = -1440466.614467
  nChanged 14
		SP:Iteration 53Q (6763.140000 sec): 3 clusters
  Score: Raw -1443530.730420 + Penalty 3059.024427 = -1440471.705993
  nChanged 14
		SP:Iteration 54Q (6763.390000 sec): 3 clusters
  Score: Raw -1443538.144926 + Penalty 3059.024427 = -1440479.120499
  nChanged 15
		SP:Iteration 55Q (6763.610000 sec): 3 clusters
  Score: Raw -1443545.428146 + Penalty 3059.024427 = -1440486.403719
  nChanged 19
		SP:Iteration 56Q (6763.850000 sec): 3 clusters
  Score: Raw -1443553.226228 + Penalty 3059.024427 = -1440494.201801
  nChanged 14
		SP:Iteration 57Q (6764.080000 sec): 3 clusters
  Score: Raw -1443559.533728 + Penalty 3059.024427 = -1440500.509300
  nChanged 19
		SP:Iteration 58Q (6764.320000 sec): 3 clusters
  Score: Raw -1443568.864267 + Penalty 3059.024427 = -1440509.839839
  nChanged 24
		SP:Iteration 59Q (6764.530000 sec): 3 clusters
  Score: Raw -1443586.292151 + Penalty 3059.024427 = -1440527.267724
  nChanged 30
		SP:Iteration 60F (6764.690000 sec): 3 clusters
  Score: Raw -1443612.484151 + Penalty 3059.024427 = -1440553.459724
  nChanged 29
		SP:Iteration 61Q (6764.960000 sec): 3 clusters
  Score: Raw -1443633.139908 + Penalty 3059.024427 = -1440574.115481
  nChanged 37
		SP:Iteration 62Q (6765.180000 sec): 3 clusters
  Score: Raw -1443666.433790 + Penalty 3059.024427 = -1440607.409363
  nChanged 44
		SP:Iteration 63Q (6765.420000 sec): 3 clusters
  Score: Raw -1443727.204280 + Penalty 3059.024427 = -1440668.179853
  nChanged 49
		SP:Iteration 64Q (6765.630000 sec): 3 clusters
  Score: Raw -1443784.043388 + Penalty 3059.024427 = -1440725.018961
  nChanged 49
		SP:Iteration 65Q (6765.860000 sec): 3 clusters
  Score: Raw -1443808.876127 + Penalty 3059.024427 = -1440749.851700
  nChanged 35
		SP:Iteration 66Q (6766.090000 sec): 3 clusters
  Score: Raw -1443824.031700 + Penalty 3059.024427 = -1440765.007273
  nChanged 32
		SP:Iteration 67Q (6766.300000 sec): 3 clusters
  Score: Raw -1443835.323063 + Penalty 3059.024427 = -1440776.298635
  nChanged 29
		SP:Iteration 68Q (6766.530000 sec): 3 clusters
  Score: Raw -1443845.634476 + Penalty 3059.024427 = -1440786.610048
  nChanged 32
		SP:Iteration 69Q (6766.770000 sec): 3 clusters
  Score: Raw -1443859.230120 + Penalty 3059.024427 = -1440800.205693
  nChanged 35
		SP:Iteration 70Q (6767.010000 sec): 3 clusters
  Score: Raw -1443874.189616 + Penalty 3059.024427 = -1440815.165188
  nChanged 34
		SP:Iteration 71Q (6767.190000 sec): 3 clusters
  Score: Raw -1443885.473904 + Penalty 3059.024427 = -1440826.449476
  nChanged 23
		SP:Iteration 72Q (6767.460000 sec): 3 clusters
  Score: Raw -1443892.689540 + Penalty 3059.024427 = -1440833.665113
  nChanged 19
		SP:Iteration 73Q (6767.640000 sec): 3 clusters
  Score: Raw -1443897.982370 + Penalty 3059.024427 = -1440838.957943
  nChanged 15
		SP:Iteration 74Q (6767.870000 sec): 3 clusters
  Score: Raw -1443902.168193 + Penalty 3059.024427 = -1440843.143766
  nChanged 14
		SP:Iteration 75Q (6768.090000 sec): 3 clusters
  Score: Raw -1443906.290824 + Penalty 3059.024427 = -1440847.266397
  nChanged 17
		SP:Iteration 76Q (6768.290000 sec): 3 clusters
  Score: Raw -1443909.857439 + Penalty 3059.024427 = -1440850.833012
  nChanged 12
		SP:Iteration 77Q (6768.520000 sec): 3 clusters
  Score: Raw -1443912.811641 + Penalty 3059.024427 = -1440853.787214
  nChanged 8
		SP:Iteration 78Q (6768.730000 sec): 3 clusters
  Score: Raw -1443914.650377 + Penalty 3059.024427 = -1440855.625950
  nChanged 6
		SP:Iteration 79Q (6768.950000 sec): 3 clusters
  Score: Raw -1443915.677854 + Penalty 3059.024427 = -1440856.653426
  nChanged 6
		SP:Iteration 80F (6769.150000 sec): 3 clusters
  Score: Raw -1443917.116907 + Penalty 3059.024427 = -1440858.092480
  nChanged 9
		SP:Iteration 81Q (6769.360000 sec): 3 clusters
  Score: Raw -1443918.856246 + Penalty 3059.024427 = -1440859.831818
  nChanged 10
		SP:Iteration 82Q (6769.580000 sec): 3 clusters
  Score: Raw -1443920.687405 + Penalty 3059.024427 = -1440861.662978
  nChanged 12
		SP:Iteration 83Q (6769.780000 sec): 3 clusters
  Score: Raw -1443922.725851 + Penalty 3059.024427 = -1440863.701424
  nChanged 7
		SP:Iteration 84Q (6770.030000 sec): 3 clusters
  Score: Raw -1443924.056903 + Penalty 3059.024427 = -1440865.032476
  nChanged 6
		SP:Iteration 85Q (6770.200000 sec): 3 clusters
  Score: Raw -1443924.953400 + Penalty 3059.024427 = -1440865.928972
  nChanged 2
		SP:Iteration 86Q (6770.430000 sec): 3 clusters
  Score: Raw -1443925.600889 + Penalty 3059.024427 = -1440866.576462
  nChanged 3
		SP:Iteration 87Q (6770.670000 sec): 3 clusters
  Score: Raw -1443926.307362 + Penalty 3059.024427 = -1440867.282935
  nChanged 2
		SP:Iteration 88Q (6770.850000 sec): 3 clusters
  Score: Raw -1443926.634076 + Penalty 3059.024427 = -1440867.609649
  nChanged 1
		SP:Iteration 89Q (6771.080000 sec): 3 clusters
  Score: Raw -1443926.765917 + Penalty 3059.024427 = -1440867.741490
  nChanged 2
		SP:Iteration 90Q (6771.310000 sec): 3 clusters
  Score: Raw -1443927.135112 + Penalty 3059.024427 = -1440868.110685
  nChanged 0
		SP:Iteration 91F (6771.540000 sec): 3 clusters
  Score: Raw -1443927.135112 + Penalty 3059.024427 = -1440868.110685
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (6584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6771.660000 sec): 2 clusters
  Score: Raw -747312.441857 + Penalty 1428.764633 = -745883.677224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.870000 sec): 3 clusters
  Score: Raw -743913.219180 + Penalty 2857.529266 = -741055.689914
  nChanged 2788
		SP:Iteration 1F (6772.090000 sec): 3 clusters
  Score: Raw -746749.302449 + Penalty 2857.529266 = -743891.773182
  nChanged 973
		SP:Iteration 2F (6772.250000 sec): 3 clusters
  Score: Raw -748454.892144 + Penalty 2857.529266 = -745597.362878
  nChanged 788
		SP:Iteration 3F (6772.450000 sec): 3 clusters
  Score: Raw -749793.141822 + Penalty 2857.529266 = -746935.612556
  nChanged 479
		SP:Iteration 4F (6772.630000 sec): 3 clusters
  Score: Raw -750458.018558 + Penalty 2857.529266 = -747600.489292
  nChanged 286
		SP:Iteration 5Q (6772.840000 sec): 3 clusters
  Score: Raw -750800.215663 + Penalty 2857.529266 = -747942.686396
  nChanged 178
		SP:Iteration 6Q (6773.020000 sec): 3 clusters
  Score: Raw -750978.031762 + Penalty 2857.529266 = -748120.502496
  nChanged 125
		SP:Iteration 7Q (6773.250000 sec): 3 clusters
  Score: Raw -751068.279936 + Penalty 2857.529266 = -748210.750669
  nChanged 104
		SP:Iteration 8Q (6773.450000 sec): 3 clusters
  Score: Raw -751145.627712 + Penalty 2857.529266 = -748288.098446
  nChanged 120
		SP:Iteration 9Q (6773.640000 sec): 3 clusters
  Score: Raw -751249.688863 + Penalty 2857.529266 = -748392.159596
  nChanged 113
		SP:Iteration 10Q (6773.870000 sec): 3 clusters
  Score: Raw -751376.834197 + Penalty 2857.529266 = -748519.304930
  nChanged 106
		SP:Iteration 11Q (6774.050000 sec): 3 clusters
  Score: Raw -751502.520943 + Penalty 2857.529266 = -748644.991676
  nChanged 87
		SP:Iteration 12Q (6774.250000 sec): 3 clusters
  Score: Raw -751590.346438 + Penalty 2857.529266 = -748732.817172
  nChanged 70
		SP:Iteration 13Q (6774.480000 sec): 3 clusters
  Score: Raw -751661.863838 + Penalty 2857.529266 = -748804.334572
  nChanged 73
		SP:Iteration 14Q (6774.660000 sec): 3 clusters
  Score: Raw -751744.200808 + Penalty 2857.529266 = -748886.671542
  nChanged 66
		SP:Iteration 15Q (6774.880000 sec): 3 clusters
  Score: Raw -751820.293035 + Penalty 2857.529266 = -748962.763768
  nChanged 50
		SP:Iteration 16Q (6775.090000 sec): 3 clusters
  Score: Raw -751864.117815 + Penalty 2857.529266 = -749006.588549
  nChanged 35
		SP:Iteration 17Q (6775.300000 sec): 3 clusters
  Score: Raw -751886.931995 + Penalty 2857.529266 = -749029.402728
  nChanged 20
		SP:Iteration 18Q (6775.490000 sec): 3 clusters
  Score: Raw -751895.050284 + Penalty 2857.529266 = -749037.521018
  nChanged 9
		SP:Iteration 19Q (6775.700000 sec): 3 clusters
  Score: Raw -751899.436209 + Penalty 2857.529266 = -749041.906943
  nChanged 11
		SP:Iteration 20F (6775.900000 sec): 3 clusters
  Score: Raw -751904.472935 + Penalty 2857.529266 = -749046.943669
  nChanged 8
		SP:Iteration 21Q (6776.090000 sec): 3 clusters
  Score: Raw -751908.358290 + Penalty 2857.529266 = -749050.829024
  nChanged 9
		SP:Iteration 22Q (6776.270000 sec): 3 clusters
  Score: Raw -751912.124658 + Penalty 2857.529266 = -749054.595392
  nChanged 8
		SP:Iteration 23Q (6776.520000 sec): 3 clusters
  Score: Raw -751914.675545 + Penalty 2857.529266 = -749057.146279
  nChanged 6
		SP:Iteration 24Q (6776.680000 sec): 3 clusters
  Score: Raw -751917.672424 + Penalty 2857.529266 = -749060.143158
  nChanged 5
		SP:Iteration 25Q (6776.900000 sec): 3 clusters
  Score: Raw -751919.579765 + Penalty 2857.529266 = -749062.050499
  nChanged 1
		SP:Iteration 26Q (6777.120000 sec): 3 clusters
  Score: Raw -751919.666566 + Penalty 2857.529266 = -749062.137300
  nChanged 0
		SP:Iteration 27F (6777.300000 sec): 3 clusters
  Score: Raw -751919.666566 + Penalty 2857.529266 = -749062.137300
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (16565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6777.470000 sec): 2 clusters
  Score: Raw -1969303.752407 + Penalty 1578.695189 = -1967725.057219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6777.740000 sec): 3 clusters
  Score: Raw -1959475.061662 + Penalty 3157.390377 = -1956317.671285
  nChanged 7432
		SP:Iteration 1F (6778.000000 sec): 3 clusters
  Score: Raw -1963804.317491 + Penalty 3157.390377 = -1960646.927113
  nChanged 1156
		SP:Iteration 2F (6778.210000 sec): 3 clusters
  Score: Raw -1964448.444651 + Penalty 3157.390377 = -1961291.054274
  nChanged 1145
		SP:Iteration 3F (6778.480000 sec): 3 clusters
  Score: Raw -1965163.502310 + Penalty 3157.390377 = -1962006.111933
  nChanged 1144
		SP:Iteration 4F (6778.750000 sec): 3 clusters
  Score: Raw -1965962.988443 + Penalty 3157.390377 = -1962805.598066
  nChanged 1097
		SP:Iteration 5F (6779.010000 sec): 3 clusters
  Score: Raw -1966804.559798 + Penalty 3157.390377 = -1963647.169421
  nChanged 911
		SP:Iteration 6F (6779.240000 sec): 3 clusters
  Score: Raw -1967543.912237 + Penalty 3157.390377 = -1964386.521860
  nChanged 721
		SP:Iteration 7Q (6779.460000 sec): 3 clusters
  Score: Raw -1968162.363735 + Penalty 3157.390377 = -1965004.973358
  nChanged 546
		SP:Iteration 8Q (6779.730000 sec): 3 clusters
  Score: Raw -1968667.712839 + Penalty 3157.390377 = -1965510.322462
  nChanged 393
		SP:Iteration 9Q (6779.970000 sec): 3 clusters
  Score: Raw -1969082.774877 + Penalty 3157.390377 = -1965925.384500
  nChanged 311
		SP:Iteration 10Q (6780.180000 sec): 3 clusters
  Score: Raw -1969403.950248 + Penalty 3157.390377 = -1966246.559871
  nChanged 229
		SP:Iteration 11Q (6780.410000 sec): 3 clusters
  Score: Raw -1969613.795559 + Penalty 3157.390377 = -1966456.405182
  nChanged 212
		SP:Iteration 12Q (6780.620000 sec): 3 clusters
  Score: Raw -1969808.589096 + Penalty 3157.390377 = -1966651.198719
  nChanged 197
		SP:Iteration 13Q (6780.860000 sec): 3 clusters
  Score: Raw -1969942.516292 + Penalty 3157.390377 = -1966785.125915
  nChanged 152
		SP:Iteration 14Q (6781.100000 sec): 3 clusters
  Score: Raw -1970030.542205 + Penalty 3157.390377 = -1966873.151828
  nChanged 136
		SP:Iteration 15Q (6781.330000 sec): 3 clusters
  Score: Raw -1970099.197535 + Penalty 3157.390377 = -1966941.807158
  nChanged 99
		SP:Iteration 16Q (6781.550000 sec): 3 clusters
  Score: Raw -1970139.909583 + Penalty 3157.390377 = -1966982.519206
  nChanged 85
		SP:Iteration 17Q (6781.810000 sec): 3 clusters
  Score: Raw -1970168.201361 + Penalty 3157.390377 = -1967010.810984
  nChanged 63
		SP:Iteration 18Q (6782.080000 sec): 3 clusters
  Score: Raw -1970186.262769 + Penalty 3157.390377 = -1967028.872391
  nChanged 50
		SP:Iteration 19Q (6782.300000 sec): 3 clusters
  Score: Raw -1970200.197001 + Penalty 3157.390377 = -1967042.806624
  nChanged 46
		SP:Iteration 20F (6782.560000 sec): 3 clusters
  Score: Raw -1970211.940135 + Penalty 3157.390377 = -1967054.549758
  nChanged 32
		SP:Iteration 21Q (6782.820000 sec): 3 clusters
  Score: Raw -1970219.693617 + Penalty 3157.390377 = -1967062.303240
  nChanged 25
		SP:Iteration 22Q (6783.010000 sec): 3 clusters
  Score: Raw -1970229.232983 + Penalty 3157.390377 = -1967071.842605
  nChanged 42
		SP:Iteration 23Q (6783.260000 sec): 3 clusters
  Score: Raw -1970246.266310 + Penalty 3157.390377 = -1967088.875933
  nChanged 52
		SP:Iteration 24Q (6783.500000 sec): 3 clusters
  Score: Raw -1970268.567484 + Penalty 3157.390377 = -1967111.177106
  nChanged 62
		SP:Iteration 25Q (6783.680000 sec): 3 clusters
  Score: Raw -1970299.070379 + Penalty 3157.390377 = -1967141.680002
  nChanged 74
		SP:Iteration 26Q (6783.900000 sec): 3 clusters
  Score: Raw -1970337.463627 + Penalty 3157.390377 = -1967180.073250
  nChanged 76
		SP:Iteration 27Q (6784.150000 sec): 3 clusters
  Score: Raw -1970372.155980 + Penalty 3157.390377 = -1967214.765603
  nChanged 80
		SP:Iteration 28Q (6784.380000 sec): 3 clusters
  Score: Raw -1970404.741544 + Penalty 3157.390377 = -1967247.351167
  nChanged 76
		SP:Iteration 29Q (6784.590000 sec): 3 clusters
  Score: Raw -1970430.628411 + Penalty 3157.390377 = -1967273.238033
  nChanged 77
		SP:Iteration 30Q (6784.820000 sec): 3 clusters
  Score: Raw -1970457.814865 + Penalty 3157.390377 = -1967300.424487
  nChanged 72
		SP:Iteration 31Q (6785.060000 sec): 3 clusters
  Score: Raw -1970485.862257 + Penalty 3157.390377 = -1967328.471880
  nChanged 79
		SP:Iteration 32Q (6785.280000 sec): 3 clusters
  Score: Raw -1970519.484301 + Penalty 3157.390377 = -1967362.093924
  nChanged 80
		SP:Iteration 33Q (6785.530000 sec): 3 clusters
  Score: Raw -1970552.707573 + Penalty 3157.390377 = -1967395.317195
  nChanged 78
		SP:Iteration 34Q (6785.780000 sec): 3 clusters
  Score: Raw -1970583.183872 + Penalty 3157.390377 = -1967425.793495
  nChanged 75
		SP:Iteration 35Q (6786.000000 sec): 3 clusters
  Score: Raw -1970606.928906 + Penalty 3157.390377 = -1967449.538528
  nChanged 60
		SP:Iteration 36Q (6786.200000 sec): 3 clusters
  Score: Raw -1970624.570689 + Penalty 3157.390377 = -1967467.180312
  nChanged 66
		SP:Iteration 37Q (6786.510000 sec): 3 clusters
  Score: Raw -1970644.763421 + Penalty 3157.390377 = -1967487.373043
  nChanged 58
		SP:Iteration 38Q (6786.750000 sec): 3 clusters
  Score: Raw -1970658.935804 + Penalty 3157.390377 = -1967501.545427
  nChanged 51
		SP:Iteration 39Q (6786.990000 sec): 3 clusters
  Score: Raw -1970668.965116 + Penalty 3157.390377 = -1967511.574739
  nChanged 38
		SP:Iteration 40F (6787.260000 sec): 3 clusters
  Score: Raw -1970699.875091 + Penalty 3157.390377 = -1967542.484713
  nChanged 55
		SP:Iteration 41Q (6787.480000 sec): 3 clusters
  Score: Raw -1970723.892047 + Penalty 3157.390377 = -1967566.501669
  nChanged 57
		SP:Iteration 42Q (6787.730000 sec): 3 clusters
  Score: Raw -1970742.287203 + Penalty 3157.390377 = -1967584.896826
  nChanged 51
		SP:Iteration 43Q (6787.970000 sec): 3 clusters
  Score: Raw -1970758.056922 + Penalty 3157.390377 = -1967600.666545
  nChanged 69
		SP:Iteration 44Q (6788.220000 sec): 3 clusters
  Score: Raw -1970789.410658 + Penalty 3157.390377 = -1967632.020281
  nChanged 89
		SP:Iteration 45Q (6788.460000 sec): 3 clusters
  Score: Raw -1970829.665047 + Penalty 3157.390377 = -1967672.274669
  nChanged 80
		SP:Iteration 46Q (6788.740000 sec): 3 clusters
  Score: Raw -1970856.937230 + Penalty 3157.390377 = -1967699.546853
  nChanged 74
		SP:Iteration 47Q (6788.940000 sec): 3 clusters
  Score: Raw -1970877.955205 + Penalty 3157.390377 = -1967720.564828
  nChanged 78
		SP:Iteration 48Q (6789.180000 sec): 3 clusters
  Score: Raw -1970900.467894 + Penalty 3157.390377 = -1967743.077516
  nChanged 77
		SP:Iteration 49Q (6789.470000 sec): 3 clusters
  Score: Raw -1970919.712318 + Penalty 3157.390377 = -1967762.321941
  nChanged 63
		SP:Iteration 50Q (6789.710000 sec): 3 clusters
  Score: Raw -1970936.451049 + Penalty 3157.390377 = -1967779.060672
  nChanged 63
		SP:Iteration 51Q (6789.910000 sec): 3 clusters
  Score: Raw -1970950.181921 + Penalty 3157.390377 = -1967792.791543
  nChanged 52
		SP:Iteration 52Q (6790.150000 sec): 3 clusters
  Score: Raw -1970960.332818 + Penalty 3157.390377 = -1967802.942440
  nChanged 49
		SP:Iteration 53Q (6790.370000 sec): 3 clusters
  Score: Raw -1970969.247265 + Penalty 3157.390377 = -1967811.856888
  nChanged 43
		SP:Iteration 54Q (6790.610000 sec): 3 clusters
  Score: Raw -1970977.643625 + Penalty 3157.390377 = -1967820.253248
  nChanged 36
		SP:Iteration 55Q (6790.860000 sec): 3 clusters
  Score: Raw -1970985.125890 + Penalty 3157.390377 = -1967827.735513
  nChanged 40
		SP:Iteration 56Q (6791.110000 sec): 3 clusters
  Score: Raw -1970994.072445 + Penalty 3157.390377 = -1967836.682067
  nChanged 45
		SP:Iteration 57Q (6791.350000 sec): 3 clusters
  Score: Raw -1971003.847092 + Penalty 3157.390377 = -1967846.456714
  nChanged 48
		SP:Iteration 58Q (6791.590000 sec): 3 clusters
  Score: Raw -1971011.434285 + Penalty 3157.390377 = -1967854.043908
  nChanged 30
		SP:Iteration 59Q (6791.810000 sec): 3 clusters
  Score: Raw -1971015.262198 + Penalty 3157.390377 = -1967857.871820
  nChanged 27
		SP:Iteration 60F (6792.050000 sec): 3 clusters
  Score: Raw -1971018.572503 + Penalty 3157.390377 = -1967861.182126
  nChanged 23
		SP:Iteration 61Q (6792.290000 sec): 3 clusters
  Score: Raw -1971021.049701 + Penalty 3157.390377 = -1967863.659324
  nChanged 12
		SP:Iteration 62Q (6792.470000 sec): 3 clusters
  Score: Raw -1971022.108072 + Penalty 3157.390377 = -1967864.717694
  nChanged 8
		SP:Iteration 63Q (6792.730000 sec): 3 clusters
  Score: Raw -1971022.876726 + Penalty 3157.390377 = -1967865.486349
  nChanged 7
		SP:Iteration 64Q (6792.960000 sec): 3 clusters
  Score: Raw -1971023.981179 + Penalty 3157.390377 = -1967866.590801
  nChanged 13
		SP:Iteration 65Q (6793.240000 sec): 3 clusters
  Score: Raw -1971025.028204 + Penalty 3157.390377 = -1967867.637827
  nChanged 9
		SP:Iteration 66Q (6793.470000 sec): 3 clusters
  Score: Raw -1971026.087141 + Penalty 3157.390377 = -1967868.696764
  nChanged 5
		SP:Iteration 67Q (6793.680000 sec): 3 clusters
  Score: Raw -1971026.349945 + Penalty 3157.390377 = -1967868.959568
  nChanged 3
		SP:Iteration 68Q (6793.950000 sec): 3 clusters
  Score: Raw -1971026.585715 + Penalty 3157.390377 = -1967869.195337
  nChanged 4
		SP:Iteration 69Q (6794.220000 sec): 3 clusters
  Score: Raw -1971026.897666 + Penalty 3157.390377 = -1967869.507288
  nChanged 3
		SP:Iteration 70Q (6794.420000 sec): 3 clusters
  Score: Raw -1971027.131761 + Penalty 3157.390377 = -1967869.741384
  nChanged 1
		SP:Iteration 71Q (6794.680000 sec): 3 clusters
  Score: Raw -1971027.208794 + Penalty 3157.390377 = -1967869.818417
  nChanged 3
		SP:Iteration 72Q (6794.980000 sec): 3 clusters
  Score: Raw -1971027.686358 + Penalty 3157.390377 = -1967870.295981
  nChanged 5
		SP:Iteration 73Q (6795.260000 sec): 3 clusters
  Score: Raw -1971028.025587 + Penalty 3157.390377 = -1967870.635209
  nChanged 2
		SP:Iteration 74Q (6795.470000 sec): 3 clusters
  Score: Raw -1971028.207425 + Penalty 3157.390377 = -1967870.817047
  nChanged 1
		SP:Iteration 75Q (6795.740000 sec): 3 clusters
  Score: Raw -1971028.268413 + Penalty 3157.390377 = -1967870.878036
  nChanged 1
		SP:Iteration 76Q (6796.000000 sec): 3 clusters
  Score: Raw -1971028.322979 + Penalty 3157.390377 = -1967870.932602
  nChanged 2
		SP:Iteration 77Q (6796.210000 sec): 3 clusters
  Score: Raw -1971028.469870 + Penalty 3157.390377 = -1967871.079493
  nChanged 2
		SP:Iteration 78Q (6796.460000 sec): 3 clusters
  Score: Raw -1971028.609558 + Penalty 3157.390377 = -1967871.219181
  nChanged 2
		SP:Iteration 79Q (6796.690000 sec): 3 clusters
  Score: Raw -1971028.752275 + Penalty 3157.390377 = -1967871.361898
  nChanged 2
		SP:Iteration 80F (6796.930000 sec): 3 clusters
  Score: Raw -1971028.900304 + Penalty 3157.390377 = -1967871.509926
  nChanged 3
		SP:Iteration 81Q (6797.190000 sec): 3 clusters
  Score: Raw -1971029.187324 + Penalty 3157.390377 = -1967871.796947
  nChanged 2
		SP:Iteration 82Q (6797.420000 sec): 3 clusters
  Score: Raw -1971029.468229 + Penalty 3157.390377 = -1967872.077851
  nChanged 3
		SP:Iteration 83Q (6797.680000 sec): 3 clusters
  Score: Raw -1971029.693645 + Penalty 3157.390377 = -1967872.303268
  nChanged 3
		SP:Iteration 84Q (6797.950000 sec): 3 clusters
  Score: Raw -1971029.863576 + Penalty 3157.390377 = -1967872.473198
  nChanged 5
		SP:Iteration 85Q (6798.160000 sec): 3 clusters
  Score: Raw -1971030.293001 + Penalty 3157.390377 = -1967872.902624
  nChanged 3
		SP:Iteration 86Q (6798.390000 sec): 3 clusters
  Score: Raw -1971030.451565 + Penalty 3157.390377 = -1967873.061188
  nChanged 4
		SP:Iteration 87Q (6798.640000 sec): 3 clusters
  Score: Raw -1971030.578002 + Penalty 3157.390377 = -1967873.187625
  nChanged 3
		SP:Iteration 88Q (6798.870000 sec): 3 clusters
  Score: Raw -1971030.733047 + Penalty 3157.390377 = -1967873.342670
  nChanged 5
		SP:Iteration 89Q (6799.160000 sec): 3 clusters
  Score: Raw -1971030.934734 + Penalty 3157.390377 = -1967873.544356
  nChanged 3
		SP:Iteration 90Q (6799.380000 sec): 3 clusters
  Score: Raw -1971031.121770 + Penalty 3157.390377 = -1967873.731393
  nChanged 3
		SP:Iteration 91Q (6799.620000 sec): 3 clusters
  Score: Raw -1971031.316320 + Penalty 3157.390377 = -1967873.925943
  nChanged 3
		SP:Iteration 92Q (6799.860000 sec): 3 clusters
  Score: Raw -1971031.522102 + Penalty 3157.390377 = -1967874.131725
  nChanged 4
		SP:Iteration 93Q (6800.140000 sec): 3 clusters
  Score: Raw -1971031.787579 + Penalty 3157.390377 = -1967874.397202
  nChanged 5
		SP:Iteration 94Q (6800.350000 sec): 3 clusters
  Score: Raw -1971032.343327 + Penalty 3157.390377 = -1967874.952949
  nChanged 9
		SP:Iteration 95Q (6800.620000 sec): 3 clusters
  Score: Raw -1971033.033549 + Penalty 3157.390377 = -1967875.643172
  nChanged 9
		SP:Iteration 96Q (6800.840000 sec): 3 clusters
  Score: Raw -1971033.787398 + Penalty 3157.390377 = -1967876.397021
  nChanged 5
		SP:Iteration 97Q (6801.050000 sec): 3 clusters
  Score: Raw -1971034.071586 + Penalty 3157.390377 = -1967876.681209
  nChanged 3
		SP:Iteration 98Q (6801.330000 sec): 3 clusters
  Score: Raw -1971034.402332 + Penalty 3157.390377 = -1967877.011954
  nChanged 3
		SP:Iteration 99Q (6801.520000 sec): 3 clusters
  Score: Raw -1971034.597344 + Penalty 3157.390377 = -1967877.206967
  nChanged 3
		SP:Iteration 100F (6801.820000 sec): 3 clusters
  Score: Raw -1971034.950138 + Penalty 3157.390377 = -1967877.559761
  nChanged 3
		SP:Iteration 101Q (6802.030000 sec): 3 clusters
  Score: Raw -1971035.178124 + Penalty 3157.390377 = -1967877.787747
  nChanged 1
		SP:Iteration 102Q (6802.280000 sec): 3 clusters
  Score: Raw -1971035.191286 + Penalty 3157.390377 = -1967877.800909
  nChanged 0
		SP:Iteration 103F (6802.530000 sec): 3 clusters
  Score: Raw -1971035.191286 + Penalty 3157.390377 = -1967877.800909
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (1266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6802.620000 sec): 2 clusters
  Score: Raw -138545.504202 + Penalty 1160.837860 = -137384.666342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6802.800000 sec): 3 clusters
  Score: Raw -138205.842190 + Penalty 2321.675721 = -135884.166469
  nChanged 410
		SP:Iteration 1F (6803.000000 sec): 3 clusters
  Score: Raw -138847.280862 + Penalty 2321.675721 = -136525.605141
  nChanged 157
		SP:Iteration 2F (6803.140000 sec): 3 clusters
  Score: Raw -139295.755589 + Penalty 2321.675721 = -136974.079868
  nChanged 112
		SP:Iteration 3F (6803.310000 sec): 3 clusters
  Score: Raw -139516.232527 + Penalty 2321.675721 = -137194.556806
  nChanged 74
		SP:Iteration 4F (6803.480000 sec): 3 clusters
  Score: Raw -139662.402946 + Penalty 2321.675721 = -137340.727225
  nChanged 41
		SP:Iteration 5Q (6803.650000 sec): 3 clusters
  Score: Raw -139722.984521 + Penalty 2321.675721 = -137401.308800
  nChanged 20
		SP:Iteration 6Q (6803.850000 sec): 3 clusters
  Score: Raw -139755.882779 + Penalty 2321.675721 = -137434.207058
  nChanged 16
		SP:Iteration 7Q (6804.040000 sec): 3 clusters
  Score: Raw -139788.451803 + Penalty 2321.675721 = -137466.776082
  nChanged 14
		SP:Iteration 8Q (6804.220000 sec): 3 clusters
  Score: Raw -139810.641010 + Penalty 2321.675721 = -137488.965289
  nChanged 10
		SP:Iteration 9Q (6804.390000 sec): 3 clusters
  Score: Raw -139826.120757 + Penalty 2321.675721 = -137504.445036
  nChanged 5
		SP:Iteration 10Q (6804.590000 sec): 3 clusters
  Score: Raw -139830.498857 + Penalty 2321.675721 = -137508.823136
  nChanged 2
		SP:Iteration 11Q (6804.810000 sec): 3 clusters
  Score: Raw -139831.327279 + Penalty 2321.675721 = -137509.651558
  nChanged 1
		SP:Iteration 12Q (6804.950000 sec): 3 clusters
  Score: Raw -139832.611429 + Penalty 2321.675721 = -137510.935708
  nChanged 1
		SP:Iteration 13Q (6805.140000 sec): 3 clusters
  Score: Raw -139833.132060 + Penalty 2321.675721 = -137511.456339
  nChanged 0
		SP:Iteration 14F (6805.300000 sec): 3 clusters
  Score: Raw -139833.132060 + Penalty 2321.675721 = -137511.456339
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (9999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6805.460000 sec): 2 clusters
  Score: Raw -1139331.953279 + Penalty 1496.664060 = -1137835.289220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6805.690000 sec): 3 clusters
  Score: Raw -1133707.554802 + Penalty 2993.328119 = -1130714.226683
  nChanged 4296
		SP:Iteration 1F (6805.930000 sec): 3 clusters
  Score: Raw -1136589.903682 + Penalty 2993.328119 = -1133596.575563
  nChanged 910
		SP:Iteration 2F (6806.150000 sec): 3 clusters
  Score: Raw -1137779.322370 + Penalty 2993.328119 = -1134785.994251
  nChanged 1107
		SP:Iteration 3F (6806.360000 sec): 3 clusters
  Score: Raw -1138947.794532 + Penalty 2993.328119 = -1135954.466413
  nChanged 1008
		SP:Iteration 4F (6806.570000 sec): 3 clusters
  Score: Raw -1139938.398965 + Penalty 2993.328119 = -1136945.070845
  nChanged 787
		SP:Iteration 5F (6806.810000 sec): 3 clusters
  Score: Raw -1140641.515812 + Penalty 2993.328119 = -1137648.187693
  nChanged 561
		SP:Iteration 6F (6807.010000 sec): 3 clusters
  Score: Raw -1141136.836649 + Penalty 2993.328119 = -1138143.508529
  nChanged 384
		SP:Iteration 7Q (6807.260000 sec): 3 clusters
  Score: Raw -1141494.254924 + Penalty 2993.328119 = -1138500.926804
  nChanged 278
		SP:Iteration 8Q (6807.450000 sec): 3 clusters
  Score: Raw -1141784.457551 + Penalty 2993.328119 = -1138791.129432
  nChanged 180
		SP:Iteration 9Q (6807.670000 sec): 3 clusters
  Score: Raw -1142025.003923 + Penalty 2993.328119 = -1139031.675803
  nChanged 126
		SP:Iteration 10Q (6807.870000 sec): 3 clusters
  Score: Raw -1142207.272464 + Penalty 2993.328119 = -1139213.944344
  nChanged 81
		SP:Iteration 11Q (6808.060000 sec): 3 clusters
  Score: Raw -1142317.971738 + Penalty 2993.328119 = -1139324.643619
  nChanged 61
		SP:Iteration 12Q (6808.270000 sec): 3 clusters
  Score: Raw -1142419.232517 + Penalty 2993.328119 = -1139425.904398
  nChanged 50
		SP:Iteration 13Q (6808.490000 sec): 3 clusters
  Score: Raw -1142485.974784 + Penalty 2993.328119 = -1139492.646665
  nChanged 41
		SP:Iteration 14Q (6808.690000 sec): 3 clusters
  Score: Raw -1142528.382720 + Penalty 2993.328119 = -1139535.054601
  nChanged 25
		SP:Iteration 15Q (6808.940000 sec): 3 clusters
  Score: Raw -1142555.546991 + Penalty 2993.328119 = -1139562.218872
  nChanged 18
		SP:Iteration 16Q (6809.180000 sec): 3 clusters
  Score: Raw -1142569.348574 + Penalty 2993.328119 = -1139576.020454
  nChanged 10
		SP:Iteration 17Q (6809.360000 sec): 3 clusters
  Score: Raw -1142573.851732 + Penalty 2993.328119 = -1139580.523613
  nChanged 9
		SP:Iteration 18Q (6809.550000 sec): 3 clusters
  Score: Raw -1142577.579279 + Penalty 2993.328119 = -1139584.251159
  nChanged 3
		SP:Iteration 19Q (6809.780000 sec): 3 clusters
  Score: Raw -1142578.902903 + Penalty 2993.328119 = -1139585.574783
  nChanged 2
		SP:Iteration 20F (6810.040000 sec): 3 clusters
  Score: Raw -1142580.869173 + Penalty 2993.328119 = -1139587.541054
  nChanged 2
		SP:Iteration 21Q (6810.250000 sec): 3 clusters
  Score: Raw -1142582.848947 + Penalty 2993.328119 = -1139589.520828
  nChanged 2
		SP:Iteration 22Q (6810.430000 sec): 3 clusters
  Score: Raw -1142583.512068 + Penalty 2993.328119 = -1139590.183948
  nChanged 0
		SP:Iteration 23F (6810.620000 sec): 3 clusters
  Score: Raw -1142583.512068 + Penalty 2993.328119 = -1139590.183948
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (5410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6810.740000 sec): 2 clusters
  Score: Raw -621866.341987 + Penalty 1396.850710 = -620469.491277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6810.960000 sec): 3 clusters
  Score: Raw -619040.776996 + Penalty 2793.701421 = -616247.075575
  nChanged 2236
		SP:Iteration 1F (6811.140000 sec): 3 clusters
  Score: Raw -620634.247041 + Penalty 2793.701421 = -617840.545620
  nChanged 489
		SP:Iteration 2F (6811.360000 sec): 3 clusters
  Score: Raw -621179.483860 + Penalty 2793.701421 = -618385.782439
  nChanged 445
		SP:Iteration 3F (6811.530000 sec): 3 clusters
  Score: Raw -621636.001746 + Penalty 2793.701421 = -618842.300325
  nChanged 407
		SP:Iteration 4F (6811.700000 sec): 3 clusters
  Score: Raw -622048.228517 + Penalty 2793.701421 = -619254.527096
  nChanged 359
		SP:Iteration 5F (6811.880000 sec): 3 clusters
  Score: Raw -622398.074803 + Penalty 2793.701421 = -619604.373382
  nChanged 317
		SP:Iteration 6F (6812.100000 sec): 3 clusters
  Score: Raw -622640.386091 + Penalty 2793.701421 = -619846.684670
  nChanged 225
		SP:Iteration 7Q (6812.270000 sec): 3 clusters
  Score: Raw -622801.196174 + Penalty 2793.701421 = -620007.494754
  nChanged 178
		SP:Iteration 8Q (6812.460000 sec): 3 clusters
  Score: Raw -622916.692942 + Penalty 2793.701421 = -620122.991521
  nChanged 128
		SP:Iteration 9Q (6812.710000 sec): 3 clusters
  Score: Raw -622984.574512 + Penalty 2793.701421 = -620190.873092
  nChanged 108
		SP:Iteration 10Q (6812.920000 sec): 3 clusters
  Score: Raw -623040.387692 + Penalty 2793.701421 = -620246.686271
  nChanged 90
		SP:Iteration 11Q (6813.130000 sec): 3 clusters
  Score: Raw -623095.094434 + Penalty 2793.701421 = -620301.393013
  nChanged 89
		SP:Iteration 12Q (6813.320000 sec): 3 clusters
  Score: Raw -623143.019214 + Penalty 2793.701421 = -620349.317793
  nChanged 83
		SP:Iteration 13Q (6813.500000 sec): 3 clusters
  Score: Raw -623178.486546 + Penalty 2793.701421 = -620384.785125
  nChanged 63
		SP:Iteration 14Q (6813.720000 sec): 3 clusters
  Score: Raw -623206.740872 + Penalty 2793.701421 = -620413.039451
  nChanged 66
		SP:Iteration 15Q (6813.930000 sec): 3 clusters
  Score: Raw -623236.998653 + Penalty 2793.701421 = -620443.297232
  nChanged 57
		SP:Iteration 16Q (6814.150000 sec): 3 clusters
  Score: Raw -623270.540143 + Penalty 2793.701421 = -620476.838722
  nChanged 69
		SP:Iteration 17Q (6814.350000 sec): 3 clusters
  Score: Raw -623306.170902 + Penalty 2793.701421 = -620512.469481
  nChanged 75
		SP:Iteration 18Q (6814.540000 sec): 3 clusters
  Score: Raw -623354.681170 + Penalty 2793.701421 = -620560.979749
  nChanged 75
		SP:Iteration 19Q (6814.750000 sec): 3 clusters
  Score: Raw -623390.149782 + Penalty 2793.701421 = -620596.448361
  nChanged 65
		SP:Iteration 20F (6814.960000 sec): 3 clusters
  Score: Raw -623419.385713 + Penalty 2793.701421 = -620625.684292
  nChanged 67
		SP:Iteration 21Q (6815.160000 sec): 3 clusters
  Score: Raw -623449.838192 + Penalty 2793.701421 = -620656.136771
  nChanged 71
		SP:Iteration 22Q (6815.360000 sec): 3 clusters
  Score: Raw -623481.555427 + Penalty 2793.701421 = -620687.854006
  nChanged 58
		SP:Iteration 23Q (6815.540000 sec): 3 clusters
  Score: Raw -623505.321216 + Penalty 2793.701421 = -620711.619795
  nChanged 54
		SP:Iteration 24Q (6815.760000 sec): 3 clusters
  Score: Raw -623529.484730 + Penalty 2793.701421 = -620735.783309
  nChanged 55
		SP:Iteration 25Q (6815.980000 sec): 3 clusters
  Score: Raw -623553.102185 + Penalty 2793.701421 = -620759.400765
  nChanged 60
		SP:Iteration 26Q (6816.140000 sec): 3 clusters
  Score: Raw -623576.981806 + Penalty 2793.701421 = -620783.280386
  nChanged 55
		SP:Iteration 27Q (6816.330000 sec): 3 clusters
  Score: Raw -623598.834160 + Penalty 2793.701421 = -620805.132739
  nChanged 51
		SP:Iteration 28Q (6816.520000 sec): 3 clusters
  Score: Raw -623619.223551 + Penalty 2793.701421 = -620825.522130
  nChanged 48
		SP:Iteration 29Q (6816.720000 sec): 3 clusters
  Score: Raw -623641.404090 + Penalty 2793.701421 = -620847.702669
  nChanged 59
		SP:Iteration 30Q (6816.920000 sec): 3 clusters
  Score: Raw -623666.753863 + Penalty 2793.701421 = -620873.052442
  nChanged 55
		SP:Iteration 31Q (6817.100000 sec): 3 clusters
  Score: Raw -623690.121999 + Penalty 2793.701421 = -620896.420578
  nChanged 53
		SP:Iteration 32Q (6817.300000 sec): 3 clusters
  Score: Raw -623715.729745 + Penalty 2793.701421 = -620922.028324
  nChanged 41
		SP:Iteration 33Q (6817.510000 sec): 3 clusters
  Score: Raw -623738.941737 + Penalty 2793.701421 = -620945.240316
  nChanged 40
		SP:Iteration 34Q (6817.740000 sec): 3 clusters
  Score: Raw -623760.945879 + Penalty 2793.701421 = -620967.244458
  nChanged 43
		SP:Iteration 35Q (6817.910000 sec): 3 clusters
  Score: Raw -623782.527489 + Penalty 2793.701421 = -620988.826068
  nChanged 37
		SP:Iteration 36Q (6818.130000 sec): 3 clusters
  Score: Raw -623795.494619 + Penalty 2793.701421 = -621001.793198
  nChanged 24
		SP:Iteration 37Q (6818.320000 sec): 3 clusters
  Score: Raw -623805.042539 + Penalty 2793.701421 = -621011.341118
  nChanged 25
		SP:Iteration 38Q (6818.500000 sec): 3 clusters
  Score: Raw -623815.611925 + Penalty 2793.701421 = -621021.910504
  nChanged 31
		SP:Iteration 39Q (6818.700000 sec): 3 clusters
  Score: Raw -623828.768475 + Penalty 2793.701421 = -621035.067054
  nChanged 26
		SP:Iteration 40F (6818.920000 sec): 3 clusters
  Score: Raw -623838.321294 + Penalty 2793.701421 = -621044.619873
  nChanged 26
		SP:Iteration 41Q (6819.120000 sec): 3 clusters
  Score: Raw -623852.137365 + Penalty 2793.701421 = -621058.435944
  nChanged 31
		SP:Iteration 42Q (6819.300000 sec): 3 clusters
  Score: Raw -623874.199376 + Penalty 2793.701421 = -621080.497955
  nChanged 41
		SP:Iteration 43Q (6819.500000 sec): 3 clusters
  Score: Raw -623915.628179 + Penalty 2793.701421 = -621121.926758
  nChanged 48
		SP:Iteration 44Q (6819.670000 sec): 3 clusters
  Score: Raw -623967.352707 + Penalty 2793.701421 = -621173.651286
  nChanged 52
		SP:Iteration 45Q (6819.890000 sec): 3 clusters
  Score: Raw -624041.914471 + Penalty 2793.701421 = -621248.213050
  nChanged 46
		SP:Iteration 46Q (6820.100000 sec): 3 clusters
  Score: Raw -624104.641362 + Penalty 2793.701421 = -621310.939941
  nChanged 42
		SP:Iteration 47Q (6820.270000 sec): 3 clusters
  Score: Raw -624159.548691 + Penalty 2793.701421 = -621365.847270
  nChanged 12
		SP:Iteration 48Q (6820.480000 sec): 3 clusters
  Score: Raw -624166.159356 + Penalty 2793.701421 = -621372.457935
  nChanged 8
		SP:Iteration 49Q (6820.670000 sec): 3 clusters
  Score: Raw -624169.628904 + Penalty 2793.701421 = -621375.927483
  nChanged 4
		SP:Iteration 50Q (6820.870000 sec): 3 clusters
  Score: Raw -624170.998412 + Penalty 2793.701421 = -621377.296991
  nChanged 2
		SP:Iteration 51Q (6821.050000 sec): 3 clusters
  Score: Raw -624171.473388 + Penalty 2793.701421 = -621377.771967
  nChanged 0
		SP:Iteration 52F (6821.280000 sec): 3 clusters
  Score: Raw -624171.473388 + Penalty 2793.701421 = -621377.771967
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6821.350000 sec): 2 clusters
  Score: Raw -24604.375198 + Penalty 1025.065997 = -23579.309202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6821.510000 sec): 3 clusters
  Score: Raw -24882.059481 + Penalty 2050.131993 = -22831.927488
  nChanged 188
		SP:Iteration 1F (6821.710000 sec): 3 clusters
  Score: Raw -25663.414889 + Penalty 2050.131993 = -23613.282896
  nChanged 46
		SP:Iteration 2F (6821.900000 sec): 3 clusters
  Score: Raw -25892.696576 + Penalty 2050.131993 = -23842.564583
  nChanged 18
		SP:Iteration 3Q (6822.090000 sec): 3 clusters
  Score: Raw -25974.293262 + Penalty 2050.131993 = -23924.161269
  nChanged 15
		SP:Iteration 4Q (6822.270000 sec): 3 clusters
  Score: Raw -26038.097952 + Penalty 2050.131993 = -23987.965958
  nChanged 10
		SP:Iteration 5Q (6822.470000 sec): 3 clusters
  Score: Raw -26106.573788 + Penalty 2050.131993 = -24056.441795
  nChanged 11
		SP:Iteration 6Q (6822.670000 sec): 3 clusters
  Score: Raw -26150.687675 + Penalty 2050.131993 = -24100.555681
  nChanged 6
		SP:Iteration 7Q (6822.870000 sec): 3 clusters
  Score: Raw -26170.201304 + Penalty 2050.131993 = -24120.069310
  nChanged 5
		SP:Iteration 8Q (6823.090000 sec): 3 clusters
  Score: Raw -26190.158085 + Penalty 2050.131993 = -24140.026091
  nChanged 3
		SP:Iteration 9Q (6823.270000 sec): 3 clusters
  Score: Raw -26213.388948 + Penalty 2050.131993 = -24163.256955
  nChanged 3
		SP:Iteration 10Q (6823.470000 sec): 3 clusters
  Score: Raw -26234.878576 + Penalty 2050.131993 = -24184.746582
  nChanged 2
		SP:Iteration 11Q (6823.620000 sec): 3 clusters
  Score: Raw -26237.643069 + Penalty 2050.131993 = -24187.511075
  nChanged 0
		SP:Iteration 12F (6823.790000 sec): 3 clusters
  Score: Raw -26237.643069 + Penalty 2050.131993 = -24187.511075
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6823.880000 sec): 2 clusters
  Score: Raw -42416.528423 + Penalty 969.914978 = -41446.613445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6824.070000 sec): 3 clusters
  Score: Raw -42418.603144 + Penalty 1939.829957 = -40478.773187
  nChanged 85
		SP:Iteration 1F (6824.300000 sec): 3 clusters
  Score: Raw -42587.745403 + Penalty 1939.829957 = -40647.915446
  nChanged 27
		SP:Iteration 2F (6824.470000 sec): 3 clusters
  Score: Raw -42644.577848 + Penalty 1939.829957 = -40704.747891
  nChanged 12
		SP:Iteration 3Q (6824.650000 sec): 3 clusters
  Score: Raw -42675.456098 + Penalty 1939.829957 = -40735.626141
  nChanged 7
		SP:Iteration 4Q (6824.810000 sec): 3 clusters
  Score: Raw -42695.647303 + Penalty 1939.829957 = -40755.817346
  nChanged 2
		SP:Iteration 5Q (6825.000000 sec): 3 clusters
  Score: Raw -42705.692179 + Penalty 1939.829957 = -40765.862222
  nChanged 2
		SP:Iteration 6Q (6825.200000 sec): 3 clusters
  Score: Raw -42707.029527 + Penalty 1939.829957 = -40767.199570
  nChanged 0
		SP:Iteration 7F (6825.370000 sec): 3 clusters
  Score: Raw -42707.029527 + Penalty 1939.829957 = -40767.199570
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6825.540000 sec): 2 clusters
  Score: Raw -2161375.396636 + Penalty 1590.972300 = -2159784.424336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6825.830000 sec): 3 clusters
  Score: Raw -2150770.367520 + Penalty 3181.944600 = -2147588.422919
  nChanged 8081
		SP:Iteration 1F (6826.080000 sec): 3 clusters
  Score: Raw -2155079.758833 + Penalty 3181.944600 = -2151897.814233
  nChanged 828
		SP:Iteration 2Q (6826.340000 sec): 3 clusters
  Score: Raw -2155347.030815 + Penalty 3181.944600 = -2152165.086215
  nChanged 719
		SP:Iteration 3Q (6826.610000 sec): 3 clusters
  Score: Raw -2155579.182608 + Penalty 3181.944600 = -2152397.238008
  nChanged 708
		SP:Iteration 4Q (6826.860000 sec): 3 clusters
  Score: Raw -2155804.647805 + Penalty 3181.944600 = -2152622.703205
  nChanged 682
		SP:Iteration 5Q (6827.110000 sec): 3 clusters
  Score: Raw -2156015.297679 + Penalty 3181.944600 = -2152833.353078
  nChanged 620
		SP:Iteration 6Q (6827.430000 sec): 3 clusters
  Score: Raw -2156223.842968 + Penalty 3181.944600 = -2153041.898367
  nChanged 635
		SP:Iteration 7Q (6827.710000 sec): 3 clusters
  Score: Raw -2156462.960586 + Penalty 3181.944600 = -2153281.015986
  nChanged 669
		SP:Iteration 8Q (6827.940000 sec): 3 clusters
  Score: Raw -2156721.932611 + Penalty 3181.944600 = -2153539.988011
  nChanged 637
		SP:Iteration 9Q (6828.170000 sec): 3 clusters
  Score: Raw -2157017.154614 + Penalty 3181.944600 = -2153835.210013
  nChanged 704
		SP:Iteration 10Q (6828.440000 sec): 3 clusters
  Score: Raw -2157399.158048 + Penalty 3181.944600 = -2154217.213448
  nChanged 774
		SP:Iteration 11Q (6828.690000 sec): 3 clusters
  Score: Raw -2157891.345291 + Penalty 3181.944600 = -2154709.400691
  nChanged 827
		SP:Iteration 12Q (6828.920000 sec): 3 clusters
  Score: Raw -2158479.533866 + Penalty 3181.944600 = -2155297.589266
  nChanged 819
		SP:Iteration 13Q (6829.190000 sec): 3 clusters
  Score: Raw -2159156.435672 + Penalty 3181.944600 = -2155974.491072
  nChanged 754
		SP:Iteration 14Q (6829.420000 sec): 3 clusters
  Score: Raw -2159773.932690 + Penalty 3181.944600 = -2156591.988090
  nChanged 599
		SP:Iteration 15Q (6829.710000 sec): 3 clusters
  Score: Raw -2160250.678666 + Penalty 3181.944600 = -2157068.734065
  nChanged 434
		SP:Iteration 16Q (6829.920000 sec): 3 clusters
  Score: Raw -2160567.888766 + Penalty 3181.944600 = -2157385.944166
  nChanged 345
		SP:Iteration 17Q (6830.200000 sec): 3 clusters
  Score: Raw -2160813.264426 + Penalty 3181.944600 = -2157631.319826
  nChanged 254
		SP:Iteration 18Q (6830.440000 sec): 3 clusters
  Score: Raw -2160987.809706 + Penalty 3181.944600 = -2157805.865105
  nChanged 227
		SP:Iteration 19Q (6830.650000 sec): 3 clusters
  Score: Raw -2161123.605652 + Penalty 3181.944600 = -2157941.661052
  nChanged 179
		SP:Iteration 20F (6830.930000 sec): 3 clusters
  Score: Raw -2161232.876766 + Penalty 3181.944600 = -2158050.932166
  nChanged 147
		SP:Iteration 21Q (6831.180000 sec): 3 clusters
  Score: Raw -2161325.209007 + Penalty 3181.944600 = -2158143.264406
  nChanged 104
		SP:Iteration 22Q (6831.440000 sec): 3 clusters
  Score: Raw -2161390.971763 + Penalty 3181.944600 = -2158209.027163
  nChanged 83
		SP:Iteration 23Q (6831.670000 sec): 3 clusters
  Score: Raw -2161437.277192 + Penalty 3181.944600 = -2158255.332591
  nChanged 56
		SP:Iteration 24Q (6831.960000 sec): 3 clusters
  Score: Raw -2161474.142925 + Penalty 3181.944600 = -2158292.198325
  nChanged 43
		SP:Iteration 25Q (6832.170000 sec): 3 clusters
  Score: Raw -2161500.637617 + Penalty 3181.944600 = -2158318.693016
  nChanged 40
		SP:Iteration 26Q (6832.370000 sec): 3 clusters
  Score: Raw -2161521.390296 + Penalty 3181.944600 = -2158339.445696
  nChanged 31
		SP:Iteration 27Q (6832.630000 sec): 3 clusters
  Score: Raw -2161536.047696 + Penalty 3181.944600 = -2158354.103095
  nChanged 22
		SP:Iteration 28Q (6832.860000 sec): 3 clusters
  Score: Raw -2161544.870781 + Penalty 3181.944600 = -2158362.926180
  nChanged 9
		SP:Iteration 29Q (6833.130000 sec): 3 clusters
  Score: Raw -2161549.236432 + Penalty 3181.944600 = -2158367.291832
  nChanged 12
		SP:Iteration 30Q (6833.310000 sec): 3 clusters
  Score: Raw -2161557.349311 + Penalty 3181.944600 = -2158375.404711
  nChanged 9
		SP:Iteration 31Q (6833.550000 sec): 3 clusters
  Score: Raw -2161562.853972 + Penalty 3181.944600 = -2158380.909371
  nChanged 8
		SP:Iteration 32Q (6833.790000 sec): 3 clusters
  Score: Raw -2161569.082111 + Penalty 3181.944600 = -2158387.137510
  nChanged 8
		SP:Iteration 33Q (6834.030000 sec): 3 clusters
  Score: Raw -2161573.526071 + Penalty 3181.944600 = -2158391.581471
  nChanged 9
		SP:Iteration 34Q (6834.270000 sec): 3 clusters
  Score: Raw -2161576.900353 + Penalty 3181.944600 = -2158394.955752
  nChanged 2
		SP:Iteration 35Q (6834.500000 sec): 3 clusters
  Score: Raw -2161577.482430 + Penalty 3181.944600 = -2158395.537830
  nChanged 2
		SP:Iteration 36Q (6834.730000 sec): 3 clusters
  Score: Raw -2161577.933180 + Penalty 3181.944600 = -2158395.988580
  nChanged 1
		SP:Iteration 37Q (6834.950000 sec): 3 clusters
  Score: Raw -2161578.758978 + Penalty 3181.944600 = -2158396.814378
  nChanged 3
		SP:Iteration 38Q (6835.200000 sec): 3 clusters
  Score: Raw -2161580.153295 + Penalty 3181.944600 = -2158398.208695
  nChanged 1
		SP:Iteration 39Q (6835.440000 sec): 3 clusters
  Score: Raw -2161580.740358 + Penalty 3181.944600 = -2158398.795758
  nChanged 3
		SP:Iteration 40F (6835.700000 sec): 3 clusters
  Score: Raw -2161582.213156 + Penalty 3181.944600 = -2158400.268555
  nChanged 4
		SP:Iteration 41Q (6835.950000 sec): 3 clusters
  Score: Raw -2161584.021831 + Penalty 3181.944600 = -2158402.077231
  nChanged 4
		SP:Iteration 42Q (6836.200000 sec): 3 clusters
  Score: Raw -2161586.184411 + Penalty 3181.944600 = -2158404.239811
  nChanged 4
		SP:Iteration 43Q (6836.440000 sec): 3 clusters
  Score: Raw -2161587.393597 + Penalty 3181.944600 = -2158405.448997
  nChanged 2
		SP:Iteration 44Q (6836.690000 sec): 3 clusters
  Score: Raw -2161588.005023 + Penalty 3181.944600 = -2158406.060422
  nChanged 1
		SP:Iteration 45Q (6836.920000 sec): 3 clusters
  Score: Raw -2161588.793583 + Penalty 3181.944600 = -2158406.848983
  nChanged 1
		SP:Iteration 46Q (6837.190000 sec): 3 clusters
  Score: Raw -2161589.107500 + Penalty 3181.944600 = -2158407.162900
  nChanged 1
		SP:Iteration 47Q (6837.410000 sec): 3 clusters
  Score: Raw -2161589.447645 + Penalty 3181.944600 = -2158407.503045
  nChanged 0
		SP:Iteration 48F (6837.670000 sec): 3 clusters
  Score: Raw -2161589.447645 + Penalty 3181.944600 = -2158407.503045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6837.770000 sec): 2 clusters
  Score: Raw -124793.313066 + Penalty 1141.649976 = -123651.663089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6837.980000 sec): 3 clusters
  Score: Raw -124435.349312 + Penalty 2283.299952 = -122152.049359
  nChanged 333
		SP:Iteration 1F (6838.120000 sec): 3 clusters
  Score: Raw -124871.881445 + Penalty 2283.299952 = -122588.581492
  nChanged 123
		SP:Iteration 2F (6838.300000 sec): 3 clusters
  Score: Raw -125152.256487 + Penalty 2283.299952 = -122868.956535
  nChanged 100
		SP:Iteration 3F (6838.480000 sec): 3 clusters
  Score: Raw -125379.707886 + Penalty 2283.299952 = -123096.407934
  nChanged 78
		SP:Iteration 4F (6838.620000 sec): 3 clusters
  Score: Raw -125538.069492 + Penalty 2283.299952 = -123254.769540
  nChanged 55
		SP:Iteration 5Q (6838.800000 sec): 3 clusters
  Score: Raw -125657.653544 + Penalty 2283.299952 = -123374.353592
  nChanged 50
		SP:Iteration 6Q (6838.980000 sec): 3 clusters
  Score: Raw -125779.306697 + Penalty 2283.299952 = -123496.006745
  nChanged 40
		SP:Iteration 7Q (6839.140000 sec): 3 clusters
  Score: Raw -125852.478769 + Penalty 2283.299952 = -123569.178817
  nChanged 23
		SP:Iteration 8Q (6839.320000 sec): 3 clusters
  Score: Raw -125887.829978 + Penalty 2283.299952 = -123604.530026
  nChanged 17
		SP:Iteration 9Q (6839.510000 sec): 3 clusters
  Score: Raw -125913.456660 + Penalty 2283.299952 = -123630.156708
  nChanged 23
		SP:Iteration 10Q (6839.680000 sec): 3 clusters
  Score: Raw -125945.503043 + Penalty 2283.299952 = -123662.203091
  nChanged 24
		SP:Iteration 11Q (6839.860000 sec): 3 clusters
  Score: Raw -126001.661752 + Penalty 2283.299952 = -123718.361799
  nChanged 31
		SP:Iteration 12Q (6840.020000 sec): 3 clusters
  Score: Raw -126086.001634 + Penalty 2283.299952 = -123802.701682
  nChanged 34
		SP:Iteration 13Q (6840.160000 sec): 3 clusters
  Score: Raw -126256.065667 + Penalty 2283.299952 = -123972.765715
  nChanged 38
		SP:Iteration 14Q (6840.370000 sec): 3 clusters
  Score: Raw -126483.093091 + Penalty 2283.299952 = -124199.793139
  nChanged 27
		SP:Iteration 15Q (6840.540000 sec): 3 clusters
  Score: Raw -126613.628877 + Penalty 2283.299952 = -124330.328924
  nChanged 25
		SP:Iteration 16Q (6840.720000 sec): 3 clusters
  Score: Raw -126732.203696 + Penalty 2283.299952 = -124448.903743
  nChanged 14
		SP:Iteration 17Q (6840.920000 sec): 3 clusters
  Score: Raw -126839.521796 + Penalty 2283.299952 = -124556.221843
  nChanged 15
		SP:Iteration 18Q (6841.120000 sec): 3 clusters
  Score: Raw -126978.592309 + Penalty 2283.299952 = -124695.292357
  nChanged 6
		SP:Iteration 19Q (6841.330000 sec): 3 clusters
  Score: Raw -127137.383356 + Penalty 2283.299952 = -124854.083404
  nChanged 5
		SP:Iteration 20F (6841.480000 sec): 3 clusters
  Score: Raw -127349.001330 + Penalty 2283.299952 = -125065.701378
  nChanged 2
		SP:Iteration 21Q (6841.700000 sec): 3 clusters
  Score: Raw -127443.496552 + Penalty 2283.299952 = -125160.196600
  nChanged 1
		SP:Iteration 22Q (6841.850000 sec): 3 clusters
  Score: Raw -127448.911414 + Penalty 2283.299952 = -125165.611462
  nChanged 0
		SP:Iteration 23F (6842.050000 sec): 3 clusters
  Score: Raw -127448.911414 + Penalty 2283.299952 = -125165.611462
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (6794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6842.140000 sec): 2 clusters
  Score: Raw -789823.027523 + Penalty 1433.866712 = -788389.160811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6842.380000 sec): 3 clusters
  Score: Raw -786131.084504 + Penalty 2867.733423 = -783263.351081
  nChanged 2864
		SP:Iteration 1F (6842.610000 sec): 3 clusters
  Score: Raw -787816.005952 + Penalty 2867.733423 = -784948.272529
  nChanged 491
		SP:Iteration 2F (6842.800000 sec): 3 clusters
  Score: Raw -788122.020860 + Penalty 2867.733423 = -785254.287437
  nChanged 414
		SP:Iteration 3F (6843.040000 sec): 3 clusters
  Score: Raw -788400.510877 + Penalty 2867.733423 = -785532.777454
  nChanged 371
		SP:Iteration 4F (6843.240000 sec): 3 clusters
  Score: Raw -788701.971741 + Penalty 2867.733423 = -785834.238317
  nChanged 395
		SP:Iteration 5F (6843.420000 sec): 3 clusters
  Score: Raw -789080.268373 + Penalty 2867.733423 = -786212.534950
  nChanged 366
		SP:Iteration 6F (6843.660000 sec): 3 clusters
  Score: Raw -789394.245734 + Penalty 2867.733423 = -786526.512311
  nChanged 358
		SP:Iteration 7F (6843.860000 sec): 3 clusters
  Score: Raw -789663.500260 + Penalty 2867.733423 = -786795.766837
  nChanged 293
		SP:Iteration 8Q (6844.020000 sec): 3 clusters
  Score: Raw -789814.619376 + Penalty 2867.733423 = -786946.885953
  nChanged 220
		SP:Iteration 9Q (6844.210000 sec): 3 clusters
  Score: Raw -789922.383280 + Penalty 2867.733423 = -787054.649857
  nChanged 186
		SP:Iteration 10Q (6844.400000 sec): 3 clusters
  Score: Raw -790026.215346 + Penalty 2867.733423 = -787158.481922
  nChanged 166
		SP:Iteration 11Q (6844.630000 sec): 3 clusters
  Score: Raw -790100.195259 + Penalty 2867.733423 = -787232.461835
  nChanged 136
		SP:Iteration 12Q (6844.850000 sec): 3 clusters
  Score: Raw -790162.849033 + Penalty 2867.733423 = -787295.115610
  nChanged 122
		SP:Iteration 13Q (6845.050000 sec): 3 clusters
  Score: Raw -790230.213478 + Penalty 2867.733423 = -787362.480055
  nChanged 131
		SP:Iteration 14Q (6845.270000 sec): 3 clusters
  Score: Raw -790299.165159 + Penalty 2867.733423 = -787431.431736
  nChanged 133
		SP:Iteration 15Q (6845.460000 sec): 3 clusters
  Score: Raw -790376.820013 + Penalty 2867.733423 = -787509.086590
  nChanged 140
		SP:Iteration 16Q (6845.660000 sec): 3 clusters
  Score: Raw -790473.254584 + Penalty 2867.733423 = -787605.521160
  nChanged 152
		SP:Iteration 17Q (6845.820000 sec): 3 clusters
  Score: Raw -790583.820439 + Penalty 2867.733423 = -787716.087016
  nChanged 143
		SP:Iteration 18Q (6846.040000 sec): 3 clusters
  Score: Raw -790690.674192 + Penalty 2867.733423 = -787822.940768
  nChanged 122
		SP:Iteration 19Q (6846.260000 sec): 3 clusters
  Score: Raw -790768.045224 + Penalty 2867.733423 = -787900.311801
  nChanged 112
		SP:Iteration 20F (6846.450000 sec): 3 clusters
  Score: Raw -790827.582483 + Penalty 2867.733423 = -787959.849059
  nChanged 84
		SP:Iteration 21Q (6846.630000 sec): 3 clusters
  Score: Raw -790859.234068 + Penalty 2867.733423 = -787991.500644
  nChanged 57
		SP:Iteration 22Q (6846.870000 sec): 3 clusters
  Score: Raw -790877.201248 + Penalty 2867.733423 = -788009.467824
  nChanged 43
		SP:Iteration 23Q (6847.070000 sec): 3 clusters
  Score: Raw -790890.078509 + Penalty 2867.733423 = -788022.345086
  nChanged 34
		SP:Iteration 24Q (6847.280000 sec): 3 clusters
  Score: Raw -790899.351867 + Penalty 2867.733423 = -788031.618444
  nChanged 19
		SP:Iteration 25Q (6847.470000 sec): 3 clusters
  Score: Raw -790902.755949 + Penalty 2867.733423 = -788035.022526
  nChanged 14
		SP:Iteration 26Q (6847.690000 sec): 3 clusters
  Score: Raw -790905.622959 + Penalty 2867.733423 = -788037.889536
  nChanged 9
		SP:Iteration 27Q (6847.880000 sec): 3 clusters
  Score: Raw -790907.866506 + Penalty 2867.733423 = -788040.133082
  nChanged 10
		SP:Iteration 28Q (6848.070000 sec): 3 clusters
  Score: Raw -790909.613819 + Penalty 2867.733423 = -788041.880395
  nChanged 12
		SP:Iteration 29Q (6848.260000 sec): 3 clusters
  Score: Raw -790911.274002 + Penalty 2867.733423 = -788043.540579
  nChanged 4
		SP:Iteration 30Q (6848.470000 sec): 3 clusters
  Score: Raw -790912.013673 + Penalty 2867.733423 = -788044.280250
  nChanged 3
		SP:Iteration 31Q (6848.650000 sec): 3 clusters
  Score: Raw -790912.428119 + Penalty 2867.733423 = -788044.694696
  nChanged 1
		SP:Iteration 32Q (6848.850000 sec): 3 clusters
  Score: Raw -790912.659451 + Penalty 2867.733423 = -788044.926028
  nChanged 0
		SP:Iteration 33F (6849.060000 sec): 3 clusters
  Score: Raw -790912.659451 + Penalty 2867.733423 = -788044.926028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6849.160000 sec): 2 clusters
  Score: Raw -322053.513074 + Penalty 1298.303573 = -320755.209501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6849.340000 sec): 3 clusters
  Score: Raw -320697.206770 + Penalty 2596.607146 = -318100.599624
  nChanged 1129
		SP:Iteration 1F (6849.520000 sec): 3 clusters
  Score: Raw -321629.259243 + Penalty 2596.607146 = -319032.652097
  nChanged 350
		SP:Iteration 2F (6849.710000 sec): 3 clusters
  Score: Raw -322043.876230 + Penalty 2596.607146 = -319447.269084
  nChanged 265
		SP:Iteration 3F (6849.850000 sec): 3 clusters
  Score: Raw -322381.068519 + Penalty 2596.607146 = -319784.461373
  nChanged 201
		SP:Iteration 4F (6850.010000 sec): 3 clusters
  Score: Raw -322572.675230 + Penalty 2596.607146 = -319976.068084
  nChanged 134
		SP:Iteration 5Q (6850.200000 sec): 3 clusters
  Score: Raw -322691.821314 + Penalty 2596.607146 = -320095.214168
  nChanged 111
		SP:Iteration 6Q (6850.330000 sec): 3 clusters
  Score: Raw -322775.487970 + Penalty 2596.607146 = -320178.880824
  nChanged 80
		SP:Iteration 7Q (6850.500000 sec): 3 clusters
  Score: Raw -322828.188926 + Penalty 2596.607146 = -320231.581780
  nChanged 56
		SP:Iteration 8Q (6850.690000 sec): 3 clusters
  Score: Raw -322864.081029 + Penalty 2596.607146 = -320267.473883
  nChanged 33
		SP:Iteration 9Q (6850.910000 sec): 3 clusters
  Score: Raw -322877.374559 + Penalty 2596.607146 = -320280.767413
  nChanged 21
		SP:Iteration 10Q (6851.110000 sec): 3 clusters
  Score: Raw -322885.753759 + Penalty 2596.607146 = -320289.146613
  nChanged 15
		SP:Iteration 11Q (6851.280000 sec): 3 clusters
  Score: Raw -322893.540521 + Penalty 2596.607146 = -320296.933375
  nChanged 10
		SP:Iteration 12Q (6851.470000 sec): 3 clusters
  Score: Raw -322899.448306 + Penalty 2596.607146 = -320302.841160
  nChanged 7
		SP:Iteration 13Q (6851.690000 sec): 3 clusters
  Score: Raw -322902.549938 + Penalty 2596.607146 = -320305.942792
  nChanged 8
		SP:Iteration 14Q (6851.870000 sec): 3 clusters
  Score: Raw -322906.214758 + Penalty 2596.607146 = -320309.607612
  nChanged 10
		SP:Iteration 15Q (6852.040000 sec): 3 clusters
  Score: Raw -322909.200156 + Penalty 2596.607146 = -320312.593010
  nChanged 8
		SP:Iteration 16Q (6852.200000 sec): 3 clusters
  Score: Raw -322911.178203 + Penalty 2596.607146 = -320314.571057
  nChanged 4
		SP:Iteration 17Q (6852.350000 sec): 3 clusters
  Score: Raw -322912.117304 + Penalty 2596.607146 = -320315.510158
  nChanged 4
		SP:Iteration 18Q (6852.550000 sec): 3 clusters
  Score: Raw -322913.050921 + Penalty 2596.607146 = -320316.443775
  nChanged 4
		SP:Iteration 19Q (6852.710000 sec): 3 clusters
  Score: Raw -322914.261165 + Penalty 2596.607146 = -320317.654019
  nChanged 2
		SP:Iteration 20F (6852.890000 sec): 3 clusters
  Score: Raw -322914.943088 + Penalty 2596.607146 = -320318.335942
  nChanged 2
		SP:Iteration 21Q (6853.120000 sec): 3 clusters
  Score: Raw -322915.365781 + Penalty 2596.607146 = -320318.758635
  nChanged 1
		SP:Iteration 22Q (6853.310000 sec): 3 clusters
  Score: Raw -322915.632706 + Penalty 2596.607146 = -320319.025560
  nChanged 1
		SP:Iteration 23Q (6853.510000 sec): 3 clusters
  Score: Raw -322915.724661 + Penalty 2596.607146 = -320319.117515
  nChanged 3
		SP:Iteration 24Q (6853.660000 sec): 3 clusters
  Score: Raw -322916.929513 + Penalty 2596.607146 = -320320.322367
  nChanged 3
		SP:Iteration 25Q (6853.850000 sec): 3 clusters
  Score: Raw -322917.694598 + Penalty 2596.607146 = -320321.087452
  nChanged 4
		SP:Iteration 26Q (6854.040000 sec): 3 clusters
  Score: Raw -322918.306930 + Penalty 2596.607146 = -320321.699784
  nChanged 1
		SP:Iteration 27Q (6854.290000 sec): 3 clusters
  Score: Raw -322918.530796 + Penalty 2596.607146 = -320321.923650
  nChanged 1
		SP:Iteration 28Q (6854.460000 sec): 3 clusters
  Score: Raw -322919.004894 + Penalty 2596.607146 = -320322.397748
  nChanged 1
		SP:Iteration 29Q (6854.620000 sec): 3 clusters
  Score: Raw -322919.560952 + Penalty 2596.607146 = -320322.953806
  nChanged 3
		SP:Iteration 30Q (6854.830000 sec): 3 clusters
  Score: Raw -322920.854296 + Penalty 2596.607146 = -320324.247150
  nChanged 3
		SP:Iteration 31Q (6854.990000 sec): 3 clusters
  Score: Raw -322922.211737 + Penalty 2596.607146 = -320325.604591
  nChanged 0
		SP:Iteration 32F (6855.180000 sec): 3 clusters
  Score: Raw -322922.211737 + Penalty 2596.607146 = -320325.604591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6855.280000 sec): 2 clusters
  Score: Raw -1115512.271748 + Penalty 1489.215185 = -1114023.056562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6855.530000 sec): 3 clusters
  Score: Raw -1110183.458759 + Penalty 2978.430371 = -1107205.028389
  nChanged 4118
		SP:Iteration 1F (6855.770000 sec): 3 clusters
  Score: Raw -1112909.003226 + Penalty 2978.430371 = -1109930.572856
  nChanged 856
		SP:Iteration 2F (6855.970000 sec): 3 clusters
  Score: Raw -1113947.526363 + Penalty 2978.430371 = -1110969.095992
  nChanged 832
		SP:Iteration 3F (6856.260000 sec): 3 clusters
  Score: Raw -1114914.228195 + Penalty 2978.430371 = -1111935.797825
  nChanged 772
		SP:Iteration 4F (6856.500000 sec): 3 clusters
  Score: Raw -1115668.698002 + Penalty 2978.430371 = -1112690.267631
  nChanged 728
		SP:Iteration 5F (6856.730000 sec): 3 clusters
  Score: Raw -1116318.111543 + Penalty 2978.430371 = -1113339.681173
  nChanged 566
		SP:Iteration 6F (6856.940000 sec): 3 clusters
  Score: Raw -1116777.033770 + Penalty 2978.430371 = -1113798.603399
  nChanged 434
		SP:Iteration 7Q (6857.150000 sec): 3 clusters
  Score: Raw -1117130.814351 + Penalty 2978.430371 = -1114152.383981
  nChanged 376
		SP:Iteration 8Q (6857.350000 sec): 3 clusters
  Score: Raw -1117463.283680 + Penalty 2978.430371 = -1114484.853309
  nChanged 335
		SP:Iteration 9Q (6857.620000 sec): 3 clusters
  Score: Raw -1117780.902275 + Penalty 2978.430371 = -1114802.471905
  nChanged 289
		SP:Iteration 10Q (6857.800000 sec): 3 clusters
  Score: Raw -1118026.867154 + Penalty 2978.430371 = -1115048.436783
  nChanged 233
		SP:Iteration 11Q (6857.990000 sec): 3 clusters
  Score: Raw -1118186.500971 + Penalty 2978.430371 = -1115208.070600
  nChanged 162
		SP:Iteration 12Q (6858.240000 sec): 3 clusters
  Score: Raw -1118274.708526 + Penalty 2978.430371 = -1115296.278155
  nChanged 127
		SP:Iteration 13Q (6858.460000 sec): 3 clusters
  Score: Raw -1118335.738481 + Penalty 2978.430371 = -1115357.308111
  nChanged 102
		SP:Iteration 14Q (6858.700000 sec): 3 clusters
  Score: Raw -1118381.310508 + Penalty 2978.430371 = -1115402.880137
  nChanged 79
		SP:Iteration 15Q (6858.900000 sec): 3 clusters
  Score: Raw -1118408.408016 + Penalty 2978.430371 = -1115429.977645
  nChanged 66
		SP:Iteration 16Q (6859.140000 sec): 3 clusters
  Score: Raw -1118434.838911 + Penalty 2978.430371 = -1115456.408541
  nChanged 52
		SP:Iteration 17Q (6859.350000 sec): 3 clusters
  Score: Raw -1118454.890600 + Penalty 2978.430371 = -1115476.460230
  nChanged 54
		SP:Iteration 18Q (6859.530000 sec): 3 clusters
  Score: Raw -1118473.822359 + Penalty 2978.430371 = -1115495.391989
  nChanged 48
		SP:Iteration 19Q (6859.770000 sec): 3 clusters
  Score: Raw -1118489.827869 + Penalty 2978.430371 = -1115511.397499
  nChanged 34
		SP:Iteration 20F (6859.980000 sec): 3 clusters
  Score: Raw -1118510.424264 + Penalty 2978.430371 = -1115531.993893
  nChanged 44
		SP:Iteration 21Q (6860.200000 sec): 3 clusters
  Score: Raw -1118529.384747 + Penalty 2978.430371 = -1115550.954377
  nChanged 36
		SP:Iteration 22Q (6860.400000 sec): 3 clusters
  Score: Raw -1118540.336617 + Penalty 2978.430371 = -1115561.906246
  nChanged 38
		SP:Iteration 23Q (6860.580000 sec): 3 clusters
  Score: Raw -1118550.830078 + Penalty 2978.430371 = -1115572.399707
  nChanged 26
		SP:Iteration 24Q (6860.830000 sec): 3 clusters
  Score: Raw -1118559.083287 + Penalty 2978.430371 = -1115580.652917
  nChanged 21
		SP:Iteration 25Q (6861.040000 sec): 3 clusters
  Score: Raw -1118564.000260 + Penalty 2978.430371 = -1115585.569890
  nChanged 21
		SP:Iteration 26Q (6861.270000 sec): 3 clusters
  Score: Raw -1118568.682402 + Penalty 2978.430371 = -1115590.252031
  nChanged 15
		SP:Iteration 27Q (6861.520000 sec): 3 clusters
  Score: Raw -1118571.752852 + Penalty 2978.430371 = -1115593.322481
  nChanged 19
		SP:Iteration 28Q (6861.740000 sec): 3 clusters
  Score: Raw -1118576.276288 + Penalty 2978.430371 = -1115597.845918
  nChanged 14
		SP:Iteration 29Q (6861.950000 sec): 3 clusters
  Score: Raw -1118579.518681 + Penalty 2978.430371 = -1115601.088311
  nChanged 15
		SP:Iteration 30Q (6862.140000 sec): 3 clusters
  Score: Raw -1118582.721397 + Penalty 2978.430371 = -1115604.291026
  nChanged 14
		SP:Iteration 31Q (6862.360000 sec): 3 clusters
  Score: Raw -1118586.775591 + Penalty 2978.430371 = -1115608.345221
  nChanged 18
		SP:Iteration 32Q (6862.550000 sec): 3 clusters
  Score: Raw -1118591.627386 + Penalty 2978.430371 = -1115613.197016
  nChanged 10
		SP:Iteration 33Q (6862.790000 sec): 3 clusters
  Score: Raw -1118593.788314 + Penalty 2978.430371 = -1115615.357944
  nChanged 12
		SP:Iteration 34Q (6862.990000 sec): 3 clusters
  Score: Raw -1118597.573158 + Penalty 2978.430371 = -1115619.142787
  nChanged 13
		SP:Iteration 35Q (6863.160000 sec): 3 clusters
  Score: Raw -1118600.805816 + Penalty 2978.430371 = -1115622.375446
  nChanged 11
		SP:Iteration 36Q (6863.410000 sec): 3 clusters
  Score: Raw -1118603.795722 + Penalty 2978.430371 = -1115625.365351
  nChanged 14
		SP:Iteration 37Q (6863.630000 sec): 3 clusters
  Score: Raw -1118606.857748 + Penalty 2978.430371 = -1115628.427377
  nChanged 12
		SP:Iteration 38Q (6863.840000 sec): 3 clusters
  Score: Raw -1118609.867279 + Penalty 2978.430371 = -1115631.436909
  nChanged 16
		SP:Iteration 39Q (6864.060000 sec): 3 clusters
  Score: Raw -1118613.549655 + Penalty 2978.430371 = -1115635.119284
  nChanged 8
		SP:Iteration 40F (6864.220000 sec): 3 clusters
  Score: Raw -1118615.023106 + Penalty 2978.430371 = -1115636.592736
  nChanged 7
		SP:Iteration 41Q (6864.470000 sec): 3 clusters
  Score: Raw -1118616.711415 + Penalty 2978.430371 = -1115638.281045
  nChanged 3
		SP:Iteration 42Q (6864.650000 sec): 3 clusters
  Score: Raw -1118617.157879 + Penalty 2978.430371 = -1115638.727508
  nChanged 2
		SP:Iteration 43Q (6864.900000 sec): 3 clusters
  Score: Raw -1118618.107332 + Penalty 2978.430371 = -1115639.676962
  nChanged 6
		SP:Iteration 44Q (6865.090000 sec): 3 clusters
  Score: Raw -1118620.235901 + Penalty 2978.430371 = -1115641.805531
  nChanged 7
		SP:Iteration 45Q (6865.300000 sec): 3 clusters
  Score: Raw -1118621.517335 + Penalty 2978.430371 = -1115643.086965
  nChanged 4
		SP:Iteration 46Q (6865.500000 sec): 3 clusters
  Score: Raw -1118622.004227 + Penalty 2978.430371 = -1115643.573856
  nChanged 5
		SP:Iteration 47Q (6865.760000 sec): 3 clusters
  Score: Raw -1118622.959845 + Penalty 2978.430371 = -1115644.529475
  nChanged 3
		SP:Iteration 48Q (6865.960000 sec): 3 clusters
  Score: Raw -1118623.592377 + Penalty 2978.430371 = -1115645.162006
  nChanged 3
		SP:Iteration 49Q (6866.140000 sec): 3 clusters
  Score: Raw -1118624.309589 + Penalty 2978.430371 = -1115645.879219
  nChanged 3
		SP:Iteration 50Q (6866.350000 sec): 3 clusters
  Score: Raw -1118625.027534 + Penalty 2978.430371 = -1115646.597163
  nChanged 3
		SP:Iteration 51Q (6866.540000 sec): 3 clusters
  Score: Raw -1118625.815635 + Penalty 2978.430371 = -1115647.385264
  nChanged 9
		SP:Iteration 52Q (6866.750000 sec): 3 clusters
  Score: Raw -1118628.109953 + Penalty 2978.430371 = -1115649.679583
  nChanged 10
		SP:Iteration 53Q (6866.950000 sec): 3 clusters
  Score: Raw -1118630.751457 + Penalty 2978.430371 = -1115652.321087
  nChanged 7
		SP:Iteration 54Q (6867.170000 sec): 3 clusters
  Score: Raw -1118631.851803 + Penalty 2978.430371 = -1115653.421432
  nChanged 3
		SP:Iteration 55Q (6867.370000 sec): 3 clusters
  Score: Raw -1118632.306507 + Penalty 2978.430371 = -1115653.876136
  nChanged 3
		SP:Iteration 56Q (6867.570000 sec): 3 clusters
  Score: Raw -1118632.943312 + Penalty 2978.430371 = -1115654.512941
  nChanged 1
		SP:Iteration 57Q (6867.790000 sec): 3 clusters
  Score: Raw -1118633.064242 + Penalty 2978.430371 = -1115654.633872
  nChanged 0
		SP:Iteration 58F (6868.000000 sec): 3 clusters
  Score: Raw -1118633.064242 + Penalty 2978.430371 = -1115654.633872
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (13068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6868.120000 sec): 2 clusters
  Score: Raw -1541884.978241 + Penalty 1540.162288 = -1540344.815953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6868.390000 sec): 3 clusters
  Score: Raw -1534301.648442 + Penalty 3080.324576 = -1531221.323866
  nChanged 5782
		SP:Iteration 1F (6868.600000 sec): 3 clusters
  Score: Raw -1537514.323027 + Penalty 3080.324576 = -1534433.998451
  nChanged 843
		SP:Iteration 2F (6868.800000 sec): 3 clusters
  Score: Raw -1537972.930620 + Penalty 3080.324576 = -1534892.606044
  nChanged 842
		SP:Iteration 3F (6869.040000 sec): 3 clusters
  Score: Raw -1538472.305158 + Penalty 3080.324576 = -1535391.980582
  nChanged 836
		SP:Iteration 4F (6869.280000 sec): 3 clusters
  Score: Raw -1539015.826703 + Penalty 3080.324576 = -1535935.502127
  nChanged 834
		SP:Iteration 5F (6869.530000 sec): 3 clusters
  Score: Raw -1539604.094948 + Penalty 3080.324576 = -1536523.770372
  nChanged 871
		SP:Iteration 6F (6869.730000 sec): 3 clusters
  Score: Raw -1540220.252541 + Penalty 3080.324576 = -1537139.927965
  nChanged 779
		SP:Iteration 7F (6869.960000 sec): 3 clusters
  Score: Raw -1540743.630709 + Penalty 3080.324576 = -1537663.306132
  nChanged 618
		SP:Iteration 8Q (6870.160000 sec): 3 clusters
  Score: Raw -1541074.883700 + Penalty 3080.324576 = -1537994.559124
  nChanged 477
		SP:Iteration 9Q (6870.400000 sec): 3 clusters
  Score: Raw -1541301.406643 + Penalty 3080.324576 = -1538221.082067
  nChanged 399
		SP:Iteration 10Q (6870.630000 sec): 3 clusters
  Score: Raw -1541483.037999 + Penalty 3080.324576 = -1538402.713423
  nChanged 331
		SP:Iteration 11Q (6870.820000 sec): 3 clusters
  Score: Raw -1541626.812316 + Penalty 3080.324576 = -1538546.487740
  nChanged 299
		SP:Iteration 12Q (6871.060000 sec): 3 clusters
  Score: Raw -1541755.967607 + Penalty 3080.324576 = -1538675.643031
  nChanged 278
		SP:Iteration 13Q (6871.290000 sec): 3 clusters
  Score: Raw -1541876.886425 + Penalty 3080.324576 = -1538796.561849
  nChanged 278
		SP:Iteration 14Q (6871.550000 sec): 3 clusters
  Score: Raw -1541999.687056 + Penalty 3080.324576 = -1538919.362480
  nChanged 274
		SP:Iteration 15Q (6871.730000 sec): 3 clusters
  Score: Raw -1542117.292881 + Penalty 3080.324576 = -1539036.968305
  nChanged 251
		SP:Iteration 16Q (6871.970000 sec): 3 clusters
  Score: Raw -1542217.584117 + Penalty 3080.324576 = -1539137.259541
  nChanged 228
		SP:Iteration 17Q (6872.240000 sec): 3 clusters
  Score: Raw -1542307.923992 + Penalty 3080.324576 = -1539227.599416
  nChanged 241
		SP:Iteration 18Q (6872.450000 sec): 3 clusters
  Score: Raw -1542411.703340 + Penalty 3080.324576 = -1539331.378764
  nChanged 246
		SP:Iteration 19Q (6872.660000 sec): 3 clusters
  Score: Raw -1542508.263012 + Penalty 3080.324576 = -1539427.938436
  nChanged 218
		SP:Iteration 20F (6872.930000 sec): 3 clusters
  Score: Raw -1542582.276579 + Penalty 3080.324576 = -1539501.952002
  nChanged 171
		SP:Iteration 21Q (6873.100000 sec): 3 clusters
  Score: Raw -1542633.792417 + Penalty 3080.324576 = -1539553.467841
  nChanged 153
		SP:Iteration 22Q (6873.340000 sec): 3 clusters
  Score: Raw -1542676.604407 + Penalty 3080.324576 = -1539596.279831
  nChanged 130
		SP:Iteration 23Q (6873.550000 sec): 3 clusters
  Score: Raw -1542715.990170 + Penalty 3080.324576 = -1539635.665594
  nChanged 127
		SP:Iteration 24Q (6873.780000 sec): 3 clusters
  Score: Raw -1542752.014532 + Penalty 3080.324576 = -1539671.689956
  nChanged 127
		SP:Iteration 25Q (6874.020000 sec): 3 clusters
  Score: Raw -1542789.826368 + Penalty 3080.324576 = -1539709.501792
  nChanged 123
		SP:Iteration 26Q (6874.260000 sec): 3 clusters
  Score: Raw -1542822.403031 + Penalty 3080.324576 = -1539742.078455
  nChanged 112
		SP:Iteration 27Q (6874.500000 sec): 3 clusters
  Score: Raw -1542851.737015 + Penalty 3080.324576 = -1539771.412439
  nChanged 95
		SP:Iteration 28Q (6874.760000 sec): 3 clusters
  Score: Raw -1542876.480115 + Penalty 3080.324576 = -1539796.155539
  nChanged 96
		SP:Iteration 29Q (6874.970000 sec): 3 clusters
  Score: Raw -1542897.405447 + Penalty 3080.324576 = -1539817.080871
  nChanged 88
		SP:Iteration 30Q (6875.190000 sec): 3 clusters
  Score: Raw -1542916.759224 + Penalty 3080.324576 = -1539836.434648
  nChanged 94
		SP:Iteration 31Q (6875.410000 sec): 3 clusters
  Score: Raw -1542941.989886 + Penalty 3080.324576 = -1539861.665310
  nChanged 105
		SP:Iteration 32Q (6875.690000 sec): 3 clusters
  Score: Raw -1542977.808989 + Penalty 3080.324576 = -1539897.484413
  nChanged 104
		SP:Iteration 33Q (6875.930000 sec): 3 clusters
  Score: Raw -1543016.233516 + Penalty 3080.324576 = -1539935.908939
  nChanged 124
		SP:Iteration 34Q (6876.140000 sec): 3 clusters
  Score: Raw -1543063.315199 + Penalty 3080.324576 = -1539982.990623
  nChanged 132
		SP:Iteration 35Q (6876.350000 sec): 3 clusters
  Score: Raw -1543112.253706 + Penalty 3080.324576 = -1540031.929130
  nChanged 117
		SP:Iteration 36Q (6876.600000 sec): 3 clusters
  Score: Raw -1543151.685893 + Penalty 3080.324576 = -1540071.361317
  nChanged 117
		SP:Iteration 37Q (6876.840000 sec): 3 clusters
  Score: Raw -1543186.330691 + Penalty 3080.324576 = -1540106.006115
  nChanged 108
		SP:Iteration 38Q (6877.080000 sec): 3 clusters
  Score: Raw -1543213.443328 + Penalty 3080.324576 = -1540133.118751
  nChanged 80
		SP:Iteration 39Q (6877.270000 sec): 3 clusters
  Score: Raw -1543229.867115 + Penalty 3080.324576 = -1540149.542539
  nChanged 61
		SP:Iteration 40F (6877.510000 sec): 3 clusters
  Score: Raw -1543243.918574 + Penalty 3080.324576 = -1540163.593998
  nChanged 69
		SP:Iteration 41Q (6877.770000 sec): 3 clusters
  Score: Raw -1543260.907974 + Penalty 3080.324576 = -1540180.583398
  nChanged 68
		SP:Iteration 42Q (6878.010000 sec): 3 clusters
  Score: Raw -1543277.375192 + Penalty 3080.324576 = -1540197.050616
  nChanged 79
		SP:Iteration 43Q (6878.230000 sec): 3 clusters
  Score: Raw -1543298.253470 + Penalty 3080.324576 = -1540217.928894
  nChanged 77
		SP:Iteration 44Q (6878.460000 sec): 3 clusters
  Score: Raw -1543319.304236 + Penalty 3080.324576 = -1540238.979660
  nChanged 77
		SP:Iteration 45Q (6878.670000 sec): 3 clusters
  Score: Raw -1543339.947622 + Penalty 3080.324576 = -1540259.623046
  nChanged 74
		SP:Iteration 46Q (6878.900000 sec): 3 clusters
  Score: Raw -1543357.076731 + Penalty 3080.324576 = -1540276.752155
  nChanged 73
		SP:Iteration 47Q (6879.150000 sec): 3 clusters
  Score: Raw -1543373.057165 + Penalty 3080.324576 = -1540292.732589
  nChanged 71
		SP:Iteration 48Q (6879.410000 sec): 3 clusters
  Score: Raw -1543389.450098 + Penalty 3080.324576 = -1540309.125522
  nChanged 55
		SP:Iteration 49Q (6879.650000 sec): 3 clusters
  Score: Raw -1543400.207267 + Penalty 3080.324576 = -1540319.882691
  nChanged 53
		SP:Iteration 50Q (6879.830000 sec): 3 clusters
  Score: Raw -1543410.431518 + Penalty 3080.324576 = -1540330.106942
  nChanged 52
		SP:Iteration 51Q (6880.040000 sec): 3 clusters
  Score: Raw -1543420.029413 + Penalty 3080.324576 = -1540339.704837
  nChanged 43
		SP:Iteration 52Q (6880.260000 sec): 3 clusters
  Score: Raw -1543428.721047 + Penalty 3080.324576 = -1540348.396471
  nChanged 52
		SP:Iteration 53Q (6880.510000 sec): 3 clusters
  Score: Raw -1543438.680430 + Penalty 3080.324576 = -1540358.355854
  nChanged 45
		SP:Iteration 54Q (6880.740000 sec): 3 clusters
  Score: Raw -1543448.179773 + Penalty 3080.324576 = -1540367.855197
  nChanged 48
		SP:Iteration 55Q (6880.980000 sec): 3 clusters
  Score: Raw -1543457.811739 + Penalty 3080.324576 = -1540377.487163
  nChanged 50
		SP:Iteration 56Q (6881.190000 sec): 3 clusters
  Score: Raw -1543468.079464 + Penalty 3080.324576 = -1540387.754888
  nChanged 41
		SP:Iteration 57Q (6881.410000 sec): 3 clusters
  Score: Raw -1543476.221116 + Penalty 3080.324576 = -1540395.896540
  nChanged 38
		SP:Iteration 58Q (6881.660000 sec): 3 clusters
  Score: Raw -1543483.844026 + Penalty 3080.324576 = -1540403.519450
  nChanged 43
		SP:Iteration 59Q (6881.840000 sec): 3 clusters
  Score: Raw -1543491.126202 + Penalty 3080.324576 = -1540410.801626
  nChanged 27
		SP:Iteration 60F (6882.060000 sec): 3 clusters
  Score: Raw -1543495.826726 + Penalty 3080.324576 = -1540415.502150
  nChanged 31
		SP:Iteration 61Q (6882.270000 sec): 3 clusters
  Score: Raw -1543500.742937 + Penalty 3080.324576 = -1540420.418361
  nChanged 21
		SP:Iteration 62Q (6882.490000 sec): 3 clusters
  Score: Raw -1543503.940399 + Penalty 3080.324576 = -1540423.615823
  nChanged 15
		SP:Iteration 63Q (6882.700000 sec): 3 clusters
  Score: Raw -1543506.436363 + Penalty 3080.324576 = -1540426.111787
  nChanged 12
		SP:Iteration 64Q (6882.910000 sec): 3 clusters
  Score: Raw -1543507.429673 + Penalty 3080.324576 = -1540427.105097
  nChanged 12
		SP:Iteration 65Q (6883.170000 sec): 3 clusters
  Score: Raw -1543508.831866 + Penalty 3080.324576 = -1540428.507290
  nChanged 10
		SP:Iteration 66Q (6883.360000 sec): 3 clusters
  Score: Raw -1543509.977461 + Penalty 3080.324576 = -1540429.652885
  nChanged 9
		SP:Iteration 67Q (6883.590000 sec): 3 clusters
  Score: Raw -1543510.759656 + Penalty 3080.324576 = -1540430.435079
  nChanged 6
		SP:Iteration 68Q (6883.800000 sec): 3 clusters
  Score: Raw -1543511.555778 + Penalty 3080.324576 = -1540431.231202
  nChanged 7
		SP:Iteration 69Q (6884.020000 sec): 3 clusters
  Score: Raw -1543512.293304 + Penalty 3080.324576 = -1540431.968728
  nChanged 6
		SP:Iteration 70Q (6884.290000 sec): 3 clusters
  Score: Raw -1543512.777180 + Penalty 3080.324576 = -1540432.452604
  nChanged 6
		SP:Iteration 71Q (6884.520000 sec): 3 clusters
  Score: Raw -1543513.486100 + Penalty 3080.324576 = -1540433.161524
  nChanged 6
		SP:Iteration 72Q (6884.760000 sec): 3 clusters
  Score: Raw -1543514.499766 + Penalty 3080.324576 = -1540434.175190
  nChanged 5
		SP:Iteration 73Q (6884.970000 sec): 3 clusters
  Score: Raw -1543515.424302 + Penalty 3080.324576 = -1540435.099726
  nChanged 7
		SP:Iteration 74Q (6885.210000 sec): 3 clusters
  Score: Raw -1543516.047778 + Penalty 3080.324576 = -1540435.723202
  nChanged 6
		SP:Iteration 75Q (6885.450000 sec): 3 clusters
  Score: Raw -1543516.468993 + Penalty 3080.324576 = -1540436.144417
  nChanged 3
		SP:Iteration 76Q (6885.680000 sec): 3 clusters
  Score: Raw -1543516.781133 + Penalty 3080.324576 = -1540436.456557
  nChanged 3
		SP:Iteration 77Q (6885.930000 sec): 3 clusters
  Score: Raw -1543516.936882 + Penalty 3080.324576 = -1540436.612306
  nChanged 2
		SP:Iteration 78Q (6886.130000 sec): 3 clusters
  Score: Raw -1543517.072432 + Penalty 3080.324576 = -1540436.747856
  nChanged 1
		SP:Iteration 79Q (6886.390000 sec): 3 clusters
  Score: Raw -1543517.219647 + Penalty 3080.324576 = -1540436.895071
  nChanged 1
		SP:Iteration 80F (6886.580000 sec): 3 clusters
  Score: Raw -1543517.327847 + Penalty 3080.324576 = -1540437.003271
  nChanged 3
		SP:Iteration 81Q (6886.810000 sec): 3 clusters
  Score: Raw -1543517.730857 + Penalty 3080.324576 = -1540437.406280
  nChanged 4
		SP:Iteration 82Q (6887.050000 sec): 3 clusters
  Score: Raw -1543518.166909 + Penalty 3080.324576 = -1540437.842333
  nChanged 5
		SP:Iteration 83Q (6887.260000 sec): 3 clusters
  Score: Raw -1543518.743065 + Penalty 3080.324576 = -1540438.418489
  nChanged 7
		SP:Iteration 84Q (6887.460000 sec): 3 clusters
  Score: Raw -1543519.543529 + Penalty 3080.324576 = -1540439.218953
  nChanged 6
		SP:Iteration 85Q (6887.710000 sec): 3 clusters
  Score: Raw -1543520.157023 + Penalty 3080.324576 = -1540439.832447
  nChanged 5
		SP:Iteration 86Q (6887.930000 sec): 3 clusters
  Score: Raw -1543520.770320 + Penalty 3080.324576 = -1540440.445744
  nChanged 0
		SP:Iteration 87F (6888.160000 sec): 3 clusters
  Score: Raw -1543520.770320 + Penalty 3080.324576 = -1540440.445744
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (16485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6888.310000 sec): 2 clusters
  Score: Raw -1939787.781103 + Penalty 1577.908500 = -1938209.872603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6888.590000 sec): 3 clusters
  Score: Raw -1930078.907550 + Penalty 3155.817001 = -1926923.090549
  nChanged 7378
		SP:Iteration 1F (6888.850000 sec): 3 clusters
  Score: Raw -1934261.595558 + Penalty 3155.817001 = -1931105.778557
  nChanged 1130
		SP:Iteration 2F (6889.050000 sec): 3 clusters
  Score: Raw -1934872.460564 + Penalty 3155.817001 = -1931716.643563
  nChanged 1057
		SP:Iteration 3F (6889.290000 sec): 3 clusters
  Score: Raw -1935509.325291 + Penalty 3155.817001 = -1932353.508291
  nChanged 1024
		SP:Iteration 4F (6889.530000 sec): 3 clusters
  Score: Raw -1936256.957364 + Penalty 3155.817001 = -1933101.140364
  nChanged 1074
		SP:Iteration 5F (6889.780000 sec): 3 clusters
  Score: Raw -1937197.511219 + Penalty 3155.817001 = -1934041.694219
  nChanged 1130
		SP:Iteration 6F (6890.050000 sec): 3 clusters
  Score: Raw -1938283.168428 + Penalty 3155.817001 = -1935127.351427
  nChanged 1043
		SP:Iteration 7F (6890.270000 sec): 3 clusters
  Score: Raw -1939304.560533 + Penalty 3155.817001 = -1936148.743532
  nChanged 876
		SP:Iteration 8F (6890.490000 sec): 3 clusters
  Score: Raw -1940023.494530 + Penalty 3155.817001 = -1936867.677530
  nChanged 609
		SP:Iteration 9Q (6890.760000 sec): 3 clusters
  Score: Raw -1940455.040021 + Penalty 3155.817001 = -1937299.223021
  nChanged 434
		SP:Iteration 10Q (6890.970000 sec): 3 clusters
  Score: Raw -1940682.823696 + Penalty 3155.817001 = -1937527.006696
  nChanged 286
		SP:Iteration 11Q (6891.240000 sec): 3 clusters
  Score: Raw -1940791.607962 + Penalty 3155.817001 = -1937635.790961
  nChanged 203
		SP:Iteration 12Q (6891.450000 sec): 3 clusters
  Score: Raw -1940848.493589 + Penalty 3155.817001 = -1937692.676588
  nChanged 134
		SP:Iteration 13Q (6891.730000 sec): 3 clusters
  Score: Raw -1940887.504899 + Penalty 3155.817001 = -1937731.687898
  nChanged 123
		SP:Iteration 14Q (6891.960000 sec): 3 clusters
  Score: Raw -1940922.558268 + Penalty 3155.817001 = -1937766.741267
  nChanged 101
		SP:Iteration 15Q (6892.190000 sec): 3 clusters
  Score: Raw -1940948.787640 + Penalty 3155.817001 = -1937792.970639
  nChanged 94
		SP:Iteration 16Q (6892.440000 sec): 3 clusters
  Score: Raw -1940975.862996 + Penalty 3155.817001 = -1937820.045996
  nChanged 105
		SP:Iteration 17Q (6892.660000 sec): 3 clusters
  Score: Raw -1941010.278954 + Penalty 3155.817001 = -1937854.461954
  nChanged 112
		SP:Iteration 18Q (6892.900000 sec): 3 clusters
  Score: Raw -1941047.258579 + Penalty 3155.817001 = -1937891.441578
  nChanged 117
		SP:Iteration 19Q (6893.110000 sec): 3 clusters
  Score: Raw -1941087.429355 + Penalty 3155.817001 = -1937931.612355
  nChanged 141
		SP:Iteration 20F (6893.360000 sec): 3 clusters
  Score: Raw -1941140.850854 + Penalty 3155.817001 = -1937985.033854
  nChanged 130
		SP:Iteration 21Q (6893.620000 sec): 3 clusters
  Score: Raw -1941198.189880 + Penalty 3155.817001 = -1938042.372879
  nChanged 152
		SP:Iteration 22Q (6893.840000 sec): 3 clusters
  Score: Raw -1941260.580041 + Penalty 3155.817001 = -1938104.763041
  nChanged 140
		SP:Iteration 23Q (6894.090000 sec): 3 clusters
  Score: Raw -1941312.252392 + Penalty 3155.817001 = -1938156.435391
  nChanged 128
		SP:Iteration 24Q (6894.340000 sec): 3 clusters
  Score: Raw -1941358.535483 + Penalty 3155.817001 = -1938202.718483
  nChanged 114
		SP:Iteration 25Q (6894.530000 sec): 3 clusters
  Score: Raw -1941398.381718 + Penalty 3155.817001 = -1938242.564718
  nChanged 115
		SP:Iteration 26Q (6894.800000 sec): 3 clusters
  Score: Raw -1941433.634126 + Penalty 3155.817001 = -1938277.817125
  nChanged 100
		SP:Iteration 27Q (6895.000000 sec): 3 clusters
  Score: Raw -1941455.330687 + Penalty 3155.817001 = -1938299.513687
  nChanged 73
		SP:Iteration 28Q (6895.270000 sec): 3 clusters
  Score: Raw -1941468.456383 + Penalty 3155.817001 = -1938312.639383
  nChanged 61
		SP:Iteration 29Q (6895.500000 sec): 3 clusters
  Score: Raw -1941477.688699 + Penalty 3155.817001 = -1938321.871698
  nChanged 44
		SP:Iteration 30Q (6895.760000 sec): 3 clusters
  Score: Raw -1941484.341205 + Penalty 3155.817001 = -1938328.524204
  nChanged 43
		SP:Iteration 31Q (6895.960000 sec): 3 clusters
  Score: Raw -1941490.333710 + Penalty 3155.817001 = -1938334.516710
  nChanged 37
		SP:Iteration 32Q (6896.230000 sec): 3 clusters
  Score: Raw -1941495.984761 + Penalty 3155.817001 = -1938340.167761
  nChanged 23
		SP:Iteration 33Q (6896.480000 sec): 3 clusters
  Score: Raw -1941498.052524 + Penalty 3155.817001 = -1938342.235523
  nChanged 18
		SP:Iteration 34Q (6896.710000 sec): 3 clusters
  Score: Raw -1941499.977948 + Penalty 3155.817001 = -1938344.160947
  nChanged 24
		SP:Iteration 35Q (6896.950000 sec): 3 clusters
  Score: Raw -1941502.524540 + Penalty 3155.817001 = -1938346.707539
  nChanged 17
		SP:Iteration 36Q (6897.170000 sec): 3 clusters
  Score: Raw -1941504.508930 + Penalty 3155.817001 = -1938348.691930
  nChanged 22
		SP:Iteration 37Q (6897.410000 sec): 3 clusters
  Score: Raw -1941507.024838 + Penalty 3155.817001 = -1938351.207838
  nChanged 16
		SP:Iteration 38Q (6897.650000 sec): 3 clusters
  Score: Raw -1941508.987432 + Penalty 3155.817001 = -1938353.170432
  nChanged 24
		SP:Iteration 39Q (6897.900000 sec): 3 clusters
  Score: Raw -1941511.410543 + Penalty 3155.817001 = -1938355.593542
  nChanged 17
		SP:Iteration 40F (6898.110000 sec): 3 clusters
  Score: Raw -1941513.019183 + Penalty 3155.817001 = -1938357.202183
  nChanged 12
		SP:Iteration 41Q (6898.340000 sec): 3 clusters
  Score: Raw -1941513.807707 + Penalty 3155.817001 = -1938357.990706
  nChanged 9
		SP:Iteration 42Q (6898.610000 sec): 3 clusters
  Score: Raw -1941514.306058 + Penalty 3155.817001 = -1938358.489057
  nChanged 6
		SP:Iteration 43Q (6898.820000 sec): 3 clusters
  Score: Raw -1941514.701437 + Penalty 3155.817001 = -1938358.884436
  nChanged 4
		SP:Iteration 44Q (6899.030000 sec): 3 clusters
  Score: Raw -1941514.880519 + Penalty 3155.817001 = -1938359.063518
  nChanged 1
		SP:Iteration 45Q (6899.230000 sec): 3 clusters
  Score: Raw -1941514.899343 + Penalty 3155.817001 = -1938359.082342
  nChanged 2
		SP:Iteration 46Q (6899.460000 sec): 3 clusters
  Score: Raw -1941514.999514 + Penalty 3155.817001 = -1938359.182514
  nChanged 2
		SP:Iteration 47Q (6899.670000 sec): 3 clusters
  Score: Raw -1941515.249501 + Penalty 3155.817001 = -1938359.432500
  nChanged 5
		SP:Iteration 48Q (6899.900000 sec): 3 clusters
  Score: Raw -1941515.702227 + Penalty 3155.817001 = -1938359.885227
  nChanged 7
		SP:Iteration 49Q (6900.130000 sec): 3 clusters
  Score: Raw -1941516.028119 + Penalty 3155.817001 = -1938360.211118
  nChanged 7
		SP:Iteration 50Q (6900.370000 sec): 3 clusters
  Score: Raw -1941516.422180 + Penalty 3155.817001 = -1938360.605180
  nChanged 5
		SP:Iteration 51Q (6900.610000 sec): 3 clusters
  Score: Raw -1941516.799613 + Penalty 3155.817001 = -1938360.982612
  nChanged 4
		SP:Iteration 52Q (6900.850000 sec): 3 clusters
  Score: Raw -1941517.049595 + Penalty 3155.817001 = -1938361.232595
  nChanged 4
		SP:Iteration 53Q (6901.050000 sec): 3 clusters
  Score: Raw -1941517.256339 + Penalty 3155.817001 = -1938361.439338
  nChanged 2
		SP:Iteration 54Q (6901.290000 sec): 3 clusters
  Score: Raw -1941517.413967 + Penalty 3155.817001 = -1938361.596967
  nChanged 1
		SP:Iteration 55Q (6901.540000 sec): 3 clusters
  Score: Raw -1941517.463087 + Penalty 3155.817001 = -1938361.646087
  nChanged 0
		SP:Iteration 56F (6901.770000 sec): 3 clusters
  Score: Raw -1941517.463087 + Penalty 3155.817001 = -1938361.646087
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (35697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6902.010000 sec): 2 clusters
  Score: Raw -4052049.194544 + Penalty 1703.458564 = -4050345.735980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6902.330000 sec): 3 clusters
  Score: Raw -4029781.674270 + Penalty 3406.917127 = -4026374.757143
  nChanged 16583
		SP:Iteration 1F (6902.610000 sec): 3 clusters
  Score: Raw -4039341.425684 + Penalty 3406.917127 = -4035934.508557
  nChanged 2034
		SP:Iteration 2F (6902.930000 sec): 3 clusters
  Score: Raw -4040285.791853 + Penalty 3406.917127 = -4036878.874725
  nChanged 2064
		SP:Iteration 3F (6903.250000 sec): 3 clusters
  Score: Raw -4041327.293612 + Penalty 3406.917127 = -4037920.376485
  nChanged 2187
		SP:Iteration 4F (6903.560000 sec): 3 clusters
  Score: Raw -4042565.184784 + Penalty 3406.917127 = -4039158.267656
  nChanged 2291
		SP:Iteration 5F (6903.890000 sec): 3 clusters
  Score: Raw -4043980.407097 + Penalty 3406.917127 = -4040573.489970
  nChanged 2348
		SP:Iteration 6F (6904.240000 sec): 3 clusters
  Score: Raw -4045630.784836 + Penalty 3406.917127 = -4042223.867709
  nChanged 2321
		SP:Iteration 7F (6904.530000 sec): 3 clusters
  Score: Raw -4047444.988894 + Penalty 3406.917127 = -4044038.071767
  nChanged 2022
		SP:Iteration 8F (6904.880000 sec): 3 clusters
  Score: Raw -4049122.720344 + Penalty 3406.917127 = -4045715.803217
  nChanged 1552
		SP:Iteration 9Q (6905.210000 sec): 3 clusters
  Score: Raw -4050446.708100 + Penalty 3406.917127 = -4047039.790973
  nChanged 1146
		SP:Iteration 10Q (6905.510000 sec): 3 clusters
  Score: Raw -4051454.076975 + Penalty 3406.917127 = -4048047.159847
  nChanged 692
		SP:Iteration 11Q (6905.860000 sec): 3 clusters
  Score: Raw -4052013.705138 + Penalty 3406.917127 = -4048606.788011
  nChanged 418
		SP:Iteration 12Q (6906.140000 sec): 3 clusters
  Score: Raw -4052325.015490 + Penalty 3406.917127 = -4048918.098363
  nChanged 280
		SP:Iteration 13Q (6906.440000 sec): 3 clusters
  Score: Raw -4052531.666764 + Penalty 3406.917127 = -4049124.749636
  nChanged 191
		SP:Iteration 14Q (6906.770000 sec): 3 clusters
  Score: Raw -4052669.106501 + Penalty 3406.917127 = -4049262.189374
  nChanged 147
		SP:Iteration 15Q (6907.080000 sec): 3 clusters
  Score: Raw -4052785.407984 + Penalty 3406.917127 = -4049378.490856
  nChanged 116
		SP:Iteration 16Q (6907.390000 sec): 3 clusters
  Score: Raw -4052863.794273 + Penalty 3406.917127 = -4049456.877145
  nChanged 80
		SP:Iteration 17Q (6907.700000 sec): 3 clusters
  Score: Raw -4052924.101445 + Penalty 3406.917127 = -4049517.184317
  nChanged 80
		SP:Iteration 18Q (6908.010000 sec): 3 clusters
  Score: Raw -4052972.243175 + Penalty 3406.917127 = -4049565.326047
  nChanged 69
		SP:Iteration 19Q (6908.320000 sec): 3 clusters
  Score: Raw -4053014.819102 + Penalty 3406.917127 = -4049607.901975
  nChanged 51
		SP:Iteration 20F (6908.620000 sec): 3 clusters
  Score: Raw -4053043.719310 + Penalty 3406.917127 = -4049636.802183
  nChanged 35
		SP:Iteration 21Q (6908.930000 sec): 3 clusters
  Score: Raw -4053056.479106 + Penalty 3406.917127 = -4049649.561978
  nChanged 27
		SP:Iteration 22Q (6909.240000 sec): 3 clusters
  Score: Raw -4053065.683609 + Penalty 3406.917127 = -4049658.766481
  nChanged 16
		SP:Iteration 23Q (6909.520000 sec): 3 clusters
  Score: Raw -4053070.768196 + Penalty 3406.917127 = -4049663.851069
  nChanged 14
		SP:Iteration 24Q (6909.820000 sec): 3 clusters
  Score: Raw -4053075.254623 + Penalty 3406.917127 = -4049668.337495
  nChanged 10
		SP:Iteration 25Q (6910.110000 sec): 3 clusters
  Score: Raw -4053077.321134 + Penalty 3406.917127 = -4049670.404007
  nChanged 11
		SP:Iteration 26Q (6910.420000 sec): 3 clusters
  Score: Raw -4053079.819991 + Penalty 3406.917127 = -4049672.902863
  nChanged 12
		SP:Iteration 27Q (6910.720000 sec): 3 clusters
  Score: Raw -4053084.618087 + Penalty 3406.917127 = -4049677.700960
  nChanged 15
		SP:Iteration 28Q (6911.020000 sec): 3 clusters
  Score: Raw -4053090.881675 + Penalty 3406.917127 = -4049683.964548
  nChanged 20
		SP:Iteration 29Q (6911.310000 sec): 3 clusters
  Score: Raw -4053099.232020 + Penalty 3406.917127 = -4049692.314892
  nChanged 19
		SP:Iteration 30Q (6911.620000 sec): 3 clusters
  Score: Raw -4053111.548948 + Penalty 3406.917127 = -4049704.631821
  nChanged 29
		SP:Iteration 31Q (6911.860000 sec): 3 clusters
  Score: Raw -4053122.166152 + Penalty 3406.917127 = -4049715.249025
  nChanged 32
		SP:Iteration 32Q (6912.150000 sec): 3 clusters
  Score: Raw -4053133.376647 + Penalty 3406.917127 = -4049726.459519
  nChanged 27
		SP:Iteration 33Q (6912.440000 sec): 3 clusters
  Score: Raw -4053143.583259 + Penalty 3406.917127 = -4049736.666131
  nChanged 27
		SP:Iteration 34Q (6912.750000 sec): 3 clusters
  Score: Raw -4053153.382870 + Penalty 3406.917127 = -4049746.465742
  nChanged 27
		SP:Iteration 35Q (6913.050000 sec): 3 clusters
  Score: Raw -4053163.990474 + Penalty 3406.917127 = -4049757.073347
  nChanged 29
		SP:Iteration 36Q (6913.370000 sec): 3 clusters
  Score: Raw -4053175.014305 + Penalty 3406.917127 = -4049768.097178
  nChanged 25
		SP:Iteration 37Q (6913.680000 sec): 3 clusters
  Score: Raw -4053182.944914 + Penalty 3406.917127 = -4049776.027787
  nChanged 14
		SP:Iteration 38Q (6913.940000 sec): 3 clusters
  Score: Raw -4053186.667332 + Penalty 3406.917127 = -4049779.750205
  nChanged 21
		SP:Iteration 39Q (6914.250000 sec): 3 clusters
  Score: Raw -4053192.847465 + Penalty 3406.917127 = -4049785.930337
  nChanged 20
		SP:Iteration 40F (6914.540000 sec): 3 clusters
  Score: Raw -4053201.038166 + Penalty 3406.917127 = -4049794.121038
  nChanged 20
		SP:Iteration 41Q (6914.840000 sec): 3 clusters
  Score: Raw -4053206.745935 + Penalty 3406.917127 = -4049799.828807
  nChanged 18
		SP:Iteration 42Q (6915.130000 sec): 3 clusters
  Score: Raw -4053212.973887 + Penalty 3406.917127 = -4049806.056759
  nChanged 22
		SP:Iteration 43Q (6915.410000 sec): 3 clusters
  Score: Raw -4053218.584819 + Penalty 3406.917127 = -4049811.667692
  nChanged 17
		SP:Iteration 44Q (6915.730000 sec): 3 clusters
  Score: Raw -4053224.693269 + Penalty 3406.917127 = -4049817.776141
  nChanged 17
		SP:Iteration 45Q (6916.060000 sec): 3 clusters
  Score: Raw -4053232.486010 + Penalty 3406.917127 = -4049825.568883
  nChanged 30
		SP:Iteration 46Q (6916.360000 sec): 3 clusters
  Score: Raw -4053243.400117 + Penalty 3406.917127 = -4049836.482990
  nChanged 30
		SP:Iteration 47Q (6916.660000 sec): 3 clusters
  Score: Raw -4053253.292685 + Penalty 3406.917127 = -4049846.375558
  nChanged 24
		SP:Iteration 48Q (6917.040000 sec): 3 clusters
  Score: Raw -4053263.508514 + Penalty 3406.917127 = -4049856.591387
  nChanged 30
		SP:Iteration 49Q (6917.360000 sec): 3 clusters
  Score: Raw -4053276.868483 + Penalty 3406.917127 = -4049869.951355
  nChanged 37
		SP:Iteration 50Q (6917.700000 sec): 3 clusters
  Score: Raw -4053290.452000 + Penalty 3406.917127 = -4049883.534873
  nChanged 37
		SP:Iteration 51Q (6917.950000 sec): 3 clusters
  Score: Raw -4053308.105416 + Penalty 3406.917127 = -4049901.188288
  nChanged 44
		SP:Iteration 52Q (6918.300000 sec): 3 clusters
  Score: Raw -4053329.917797 + Penalty 3406.917127 = -4049923.000669
  nChanged 49
		SP:Iteration 53Q (6918.560000 sec): 3 clusters
  Score: Raw -4053355.342907 + Penalty 3406.917127 = -4049948.425779
  nChanged 59
		SP:Iteration 54Q (6918.900000 sec): 3 clusters
  Score: Raw -4053380.702013 + Penalty 3406.917127 = -4049973.784885
  nChanged 51
		SP:Iteration 55Q (6919.160000 sec): 3 clusters
  Score: Raw -4053405.274867 + Penalty 3406.917127 = -4049998.357740
  nChanged 72
		SP:Iteration 56Q (6919.490000 sec): 3 clusters
  Score: Raw -4053448.295752 + Penalty 3406.917127 = -4050041.378624
  nChanged 69
		SP:Iteration 57Q (6919.830000 sec): 3 clusters
  Score: Raw -4053488.942951 + Penalty 3406.917127 = -4050082.025824
  nChanged 64
		SP:Iteration 58Q (6920.130000 sec): 3 clusters
  Score: Raw -4053549.338874 + Penalty 3406.917127 = -4050142.421747
  nChanged 91
		SP:Iteration 59Q (6920.450000 sec): 3 clusters
  Score: Raw -4053673.629101 + Penalty 3406.917127 = -4050266.711973
  nChanged 107
		SP:Iteration 60F (6920.770000 sec): 3 clusters
  Score: Raw -4053843.831036 + Penalty 3406.917127 = -4050436.913909
  nChanged 109
		SP:Iteration 61Q (6921.140000 sec): 3 clusters
  Score: Raw -4053898.420287 + Penalty 3406.917127 = -4050491.503159
  nChanged 95
		SP:Iteration 62Q (6921.460000 sec): 3 clusters
  Score: Raw -4053939.719796 + Penalty 3406.917127 = -4050532.802668
  nChanged 71
		SP:Iteration 63Q (6921.720000 sec): 3 clusters
  Score: Raw -4053964.937177 + Penalty 3406.917127 = -4050558.020050
  nChanged 38
		SP:Iteration 64Q (6922.040000 sec): 3 clusters
  Score: Raw -4053973.472737 + Penalty 3406.917127 = -4050566.555610
  nChanged 26
		SP:Iteration 65Q (6922.340000 sec): 3 clusters
  Score: Raw -4053978.881506 + Penalty 3406.917127 = -4050571.964378
  nChanged 27
		SP:Iteration 66Q (6922.650000 sec): 3 clusters
  Score: Raw -4053986.120799 + Penalty 3406.917127 = -4050579.203672
  nChanged 23
		SP:Iteration 67Q (6922.960000 sec): 3 clusters
  Score: Raw -4053991.364236 + Penalty 3406.917127 = -4050584.447109
  nChanged 16
		SP:Iteration 68Q (6923.220000 sec): 3 clusters
  Score: Raw -4053994.857182 + Penalty 3406.917127 = -4050587.940055
  nChanged 11
		SP:Iteration 69Q (6923.520000 sec): 3 clusters
  Score: Raw -4053996.344132 + Penalty 3406.917127 = -4050589.427004
  nChanged 5
		SP:Iteration 70Q (6923.830000 sec): 3 clusters
  Score: Raw -4053997.080319 + Penalty 3406.917127 = -4050590.163192
  nChanged 5
		SP:Iteration 71Q (6924.110000 sec): 3 clusters
  Score: Raw -4053997.667955 + Penalty 3406.917127 = -4050590.750828
  nChanged 0
		SP:Iteration 72F (6924.410000 sec): 3 clusters
  Score: Raw -4053997.667955 + Penalty 3406.917127 = -4050590.750828
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (17312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6924.560000 sec): 2 clusters
  Score: Raw -2048819.360060 + Penalty 1585.862717 = -2047233.497343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6924.830000 sec): 3 clusters
  Score: Raw -2038442.567238 + Penalty 3171.725434 = -2035270.841804
  nChanged 7816
		SP:Iteration 1F (6925.070000 sec): 3 clusters
  Score: Raw -2042593.992575 + Penalty 3171.725434 = -2039422.267140
  nChanged 871
		SP:Iteration 2F (6925.320000 sec): 3 clusters
  Score: Raw -2042927.119055 + Penalty 3171.725434 = -2039755.393621
  nChanged 830
		SP:Iteration 3Q (6925.570000 sec): 3 clusters
  Score: Raw -2043245.688503 + Penalty 3171.725434 = -2040073.963069
  nChanged 781
		SP:Iteration 4Q (6925.780000 sec): 3 clusters
  Score: Raw -2043570.028992 + Penalty 3171.725434 = -2040398.303558
  nChanged 754
		SP:Iteration 5Q (6926.020000 sec): 3 clusters
  Score: Raw -2043889.234571 + Penalty 3171.725434 = -2040717.509137
  nChanged 738
		SP:Iteration 6Q (6926.280000 sec): 3 clusters
  Score: Raw -2044194.284401 + Penalty 3171.725434 = -2041022.558967
  nChanged 757
		SP:Iteration 7Q (6926.540000 sec): 3 clusters
  Score: Raw -2044500.149692 + Penalty 3171.725434 = -2041328.424258
  nChanged 714
		SP:Iteration 8Q (6926.750000 sec): 3 clusters
  Score: Raw -2044785.626156 + Penalty 3171.725434 = -2041613.900722
  nChanged 694
		SP:Iteration 9Q (6927.020000 sec): 3 clusters
  Score: Raw -2045058.576706 + Penalty 3171.725434 = -2041886.851272
  nChanged 652
		SP:Iteration 10Q (6927.290000 sec): 3 clusters
  Score: Raw -2045312.343634 + Penalty 3171.725434 = -2042140.618200
  nChanged 581
		SP:Iteration 11Q (6927.520000 sec): 3 clusters
  Score: Raw -2045516.940951 + Penalty 3171.725434 = -2042345.215517
  nChanged 478
		SP:Iteration 12Q (6927.760000 sec): 3 clusters
  Score: Raw -2045688.684267 + Penalty 3171.725434 = -2042516.958833
  nChanged 496
		SP:Iteration 13Q (6927.980000 sec): 3 clusters
  Score: Raw -2045860.176547 + Penalty 3171.725434 = -2042688.451113
  nChanged 413
		SP:Iteration 14Q (6928.250000 sec): 3 clusters
  Score: Raw -2046007.806114 + Penalty 3171.725434 = -2042836.080680
  nChanged 392
		SP:Iteration 15Q (6928.440000 sec): 3 clusters
  Score: Raw -2046156.186566 + Penalty 3171.725434 = -2042984.461132
  nChanged 380
		SP:Iteration 16Q (6928.710000 sec): 3 clusters
  Score: Raw -2046317.133059 + Penalty 3171.725434 = -2043145.407625
  nChanged 394
		SP:Iteration 17Q (6928.960000 sec): 3 clusters
  Score: Raw -2046488.905633 + Penalty 3171.725434 = -2043317.180199
  nChanged 398
		SP:Iteration 18Q (6929.220000 sec): 3 clusters
  Score: Raw -2046663.250305 + Penalty 3171.725434 = -2043491.524871
  nChanged 383
		SP:Iteration 19Q (6929.420000 sec): 3 clusters
  Score: Raw -2046837.196552 + Penalty 3171.725434 = -2043665.471118
  nChanged 372
		SP:Iteration 20F (6929.690000 sec): 3 clusters
  Score: Raw -2047011.162396 + Penalty 3171.725434 = -2043839.436962
  nChanged 374
		SP:Iteration 21Q (6929.920000 sec): 3 clusters
  Score: Raw -2047175.755452 + Penalty 3171.725434 = -2044004.030018
  nChanged 372
		SP:Iteration 22Q (6930.180000 sec): 3 clusters
  Score: Raw -2047334.470318 + Penalty 3171.725434 = -2044162.744884
  nChanged 341
		SP:Iteration 23Q (6930.400000 sec): 3 clusters
  Score: Raw -2047468.579612 + Penalty 3171.725434 = -2044296.854178
  nChanged 283
		SP:Iteration 24Q (6930.640000 sec): 3 clusters
  Score: Raw -2047576.771974 + Penalty 3171.725434 = -2044405.046540
  nChanged 304
		SP:Iteration 25Q (6930.900000 sec): 3 clusters
  Score: Raw -2047707.299952 + Penalty 3171.725434 = -2044535.574518
  nChanged 297
		SP:Iteration 26Q (6931.110000 sec): 3 clusters
  Score: Raw -2047843.148185 + Penalty 3171.725434 = -2044671.422751
  nChanged 321
		SP:Iteration 27Q (6931.340000 sec): 3 clusters
  Score: Raw -2047984.216587 + Penalty 3171.725434 = -2044812.491153
  nChanged 290
		SP:Iteration 28Q (6931.600000 sec): 3 clusters
  Score: Raw -2048108.653761 + Penalty 3171.725434 = -2044936.928327
  nChanged 257
		SP:Iteration 29Q (6931.820000 sec): 3 clusters
  Score: Raw -2048228.854705 + Penalty 3171.725434 = -2045057.129271
  nChanged 245
		SP:Iteration 30Q (6932.050000 sec): 3 clusters
  Score: Raw -2048348.041167 + Penalty 3171.725434 = -2045176.315733
  nChanged 205
		SP:Iteration 31Q (6932.310000 sec): 3 clusters
  Score: Raw -2048445.937313 + Penalty 3171.725434 = -2045274.211879
  nChanged 161
		SP:Iteration 32Q (6932.550000 sec): 3 clusters
  Score: Raw -2048527.815788 + Penalty 3171.725434 = -2045356.090354
  nChanged 135
		SP:Iteration 33Q (6932.790000 sec): 3 clusters
  Score: Raw -2048588.540337 + Penalty 3171.725434 = -2045416.814903
  nChanged 120
		SP:Iteration 34Q (6933.020000 sec): 3 clusters
  Score: Raw -2048643.451224 + Penalty 3171.725434 = -2045471.725790
  nChanged 113
		SP:Iteration 35Q (6933.260000 sec): 3 clusters
  Score: Raw -2048696.152433 + Penalty 3171.725434 = -2045524.426999
  nChanged 84
		SP:Iteration 36Q (6933.490000 sec): 3 clusters
  Score: Raw -2048738.567888 + Penalty 3171.725434 = -2045566.842454
  nChanged 89
		SP:Iteration 37Q (6933.740000 sec): 3 clusters
  Score: Raw -2048798.106370 + Penalty 3171.725434 = -2045626.380936
  nChanged 100
		SP:Iteration 38Q (6933.970000 sec): 3 clusters
  Score: Raw -2048873.022548 + Penalty 3171.725434 = -2045701.297114
  nChanged 83
		SP:Iteration 39Q (6934.180000 sec): 3 clusters
  Score: Raw -2048937.930698 + Penalty 3171.725434 = -2045766.205264
  nChanged 91
		SP:Iteration 40F (6934.440000 sec): 3 clusters
  Score: Raw -2049003.999988 + Penalty 3171.725434 = -2045832.274554
  nChanged 74
		SP:Iteration 41Q (6934.700000 sec): 3 clusters
  Score: Raw -2049058.296887 + Penalty 3171.725434 = -2045886.571453
  nChanged 55
		SP:Iteration 42Q (6934.910000 sec): 3 clusters
  Score: Raw -2049094.801228 + Penalty 3171.725434 = -2045923.075794
  nChanged 40
		SP:Iteration 43Q (6935.140000 sec): 3 clusters
  Score: Raw -2049116.003443 + Penalty 3171.725434 = -2045944.278009
  nChanged 32
		SP:Iteration 44Q (6935.370000 sec): 3 clusters
  Score: Raw -2049132.932276 + Penalty 3171.725434 = -2045961.206842
  nChanged 21
		SP:Iteration 45Q (6935.610000 sec): 3 clusters
  Score: Raw -2049143.069793 + Penalty 3171.725434 = -2045971.344359
  nChanged 15
		SP:Iteration 46Q (6935.850000 sec): 3 clusters
  Score: Raw -2049149.075512 + Penalty 3171.725434 = -2045977.350077
  nChanged 11
		SP:Iteration 47Q (6936.110000 sec): 3 clusters
  Score: Raw -2049153.204146 + Penalty 3171.725434 = -2045981.478712
  nChanged 11
		SP:Iteration 48Q (6936.370000 sec): 3 clusters
  Score: Raw -2049159.942435 + Penalty 3171.725434 = -2045988.217001
  nChanged 16
		SP:Iteration 49Q (6936.550000 sec): 3 clusters
  Score: Raw -2049168.029222 + Penalty 3171.725434 = -2045996.303788
  nChanged 14
		SP:Iteration 50Q (6936.820000 sec): 3 clusters
  Score: Raw -2049172.256449 + Penalty 3171.725434 = -2046000.531015
  nChanged 4
		SP:Iteration 51Q (6937.060000 sec): 3 clusters
  Score: Raw -2049174.859167 + Penalty 3171.725434 = -2046003.133733
  nChanged 9
		SP:Iteration 52Q (6937.290000 sec): 3 clusters
  Score: Raw -2049178.147250 + Penalty 3171.725434 = -2046006.421816
  nChanged 7
		SP:Iteration 53Q (6937.510000 sec): 3 clusters
  Score: Raw -2049180.234606 + Penalty 3171.725434 = -2046008.509172
  nChanged 3
		SP:Iteration 54Q (6937.750000 sec): 3 clusters
  Score: Raw -2049181.820645 + Penalty 3171.725434 = -2046010.095211
  nChanged 4
		SP:Iteration 55Q (6937.990000 sec): 3 clusters
  Score: Raw -2049183.837796 + Penalty 3171.725434 = -2046012.112362
  nChanged 4
		SP:Iteration 56Q (6938.230000 sec): 3 clusters
  Score: Raw -2049185.261261 + Penalty 3171.725434 = -2046013.535827
  nChanged 2
		SP:Iteration 57Q (6938.450000 sec): 3 clusters
  Score: Raw -2049185.650074 + Penalty 3171.725434 = -2046013.924640
  nChanged 4
		SP:Iteration 58Q (6938.690000 sec): 3 clusters
  Score: Raw -2049187.252097 + Penalty 3171.725434 = -2046015.526663
  nChanged 6
		SP:Iteration 59Q (6938.920000 sec): 3 clusters
  Score: Raw -2049190.568796 + Penalty 3171.725434 = -2046018.843362
  nChanged 6
		SP:Iteration 60F (6939.180000 sec): 3 clusters
  Score: Raw -2049192.577018 + Penalty 3171.725434 = -2046020.851584
  nChanged 7
		SP:Iteration 61Q (6939.360000 sec): 3 clusters
  Score: Raw -2049195.445182 + Penalty 3171.725434 = -2046023.719748
  nChanged 9
		SP:Iteration 62Q (6939.620000 sec): 3 clusters
  Score: Raw -2049198.836110 + Penalty 3171.725434 = -2046027.110676
  nChanged 6
		SP:Iteration 63Q (6939.870000 sec): 3 clusters
  Score: Raw -2049200.971996 + Penalty 3171.725434 = -2046029.246562
  nChanged 3
		SP:Iteration 64Q (6940.140000 sec): 3 clusters
  Score: Raw -2049201.935214 + Penalty 3171.725434 = -2046030.209780
  nChanged 5
		SP:Iteration 65Q (6940.340000 sec): 3 clusters
  Score: Raw -2049204.489674 + Penalty 3171.725434 = -2046032.764240
  nChanged 3
		SP:Iteration 66Q (6940.600000 sec): 3 clusters
  Score: Raw -2049205.836954 + Penalty 3171.725434 = -2046034.111520
  nChanged 2
		SP:Iteration 67Q (6940.820000 sec): 3 clusters
  Score: Raw -2049206.348046 + Penalty 3171.725434 = -2046034.622612
  nChanged 1
		SP:Iteration 68Q (6941.060000 sec): 3 clusters
  Score: Raw -2049206.622263 + Penalty 3171.725434 = -2046034.896829
  nChanged 1
		SP:Iteration 69Q (6941.320000 sec): 3 clusters
  Score: Raw -2049206.984941 + Penalty 3171.725434 = -2046035.259507
  nChanged 0
		SP:Iteration 70F (6941.570000 sec): 3 clusters
  Score: Raw -2049206.984941 + Penalty 3171.725434 = -2046035.259507
  nChanged 0
Iteration 99Q (7024.610000 sec): 97 clusters
  Score: Raw -106138355.393242 + Penalty 214048.557955 = -105924306.835287
  nChanged 11413
Iteration 100F (7161.170000 sec): 97 clusters
  Score: Raw -106147963.750469 + Penalty 214048.557955 = -105933915.192514
  nChanged 9047
Iteration 101Q (7239.360000 sec): 97 clusters
  Score: Raw -106152375.621238 + Penalty 214048.557955 = -105938327.063283
  nChanged 5306
Iteration 102Q (7310.420000 sec): 97 clusters
  Score: Raw -106154618.006179 + Penalty 214048.557955 = -105940569.448224
  nChanged 3783
Iteration 103Q (7381.120000 sec): 97 clusters
  Score: Raw -106155806.256177 + Penalty 214048.557955 = -105941757.698223
  nChanged 2893
Iteration 104Q (7451.680000 sec): 97 clusters
  Score: Raw -106156598.174208 + Penalty 214048.557955 = -105942549.616253
  nChanged 2361
Iteration 105Q (7520.440000 sec): 97 clusters
  Score: Raw -106157238.982219 + Penalty 214048.557955 = -105943190.424264
  nChanged 1952
Iteration 106Q (7595.150000 sec): 97 clusters
  Score: Raw -106157772.885398 + Penalty 214048.557955 = -105943724.327444
  nChanged 1605
Iteration 107Q (7667.370000 sec): 97 clusters
  Score: Raw -106158168.914999 + Penalty 214048.557955 = -105944120.357044
  nChanged 1384
Iteration 108Q (7744.860000 sec): 97 clusters
  Score: Raw -106158458.519729 + Penalty 214048.557955 = -105944409.961774
  nChanged 1238
Iteration 109Q (7824.630000 sec): 97 clusters
  Score: Raw -106158676.093315 + Penalty 214048.557955 = -105944627.535361
  nChanged 1098
Iteration 110Q (7902.250000 sec): 97 clusters
  Score: Raw -106158884.616532 + Penalty 214048.557955 = -105944836.058577
  nChanged 983
Iteration 111Q (7982.980000 sec): 97 clusters
  Score: Raw -106159057.422607 + Penalty 214048.557955 = -105945008.864652
  nChanged 933
Iteration 112Q (8067.640000 sec): 97 clusters
  Score: Raw -106159220.879312 + Penalty 214048.557955 = -105945172.321357
  nChanged 885
Iteration 113Q (8147.220000 sec): 97 clusters
  Score: Raw -106159391.608028 + Penalty 214048.557955 = -105945343.050073
  nChanged 835
Iteration 114Q (8233.570000 sec): 97 clusters
  Score: Raw -106159561.117651 + Penalty 214048.557955 = -105945512.559696
  nChanged 763
Iteration 115Q (8318.640000 sec): 97 clusters
  Score: Raw -106159754.089109 + Penalty 214048.557955 = -105945705.531154
  nChanged 730
Iteration 116Q (8404.860000 sec): 97 clusters
  Score: Raw -106160057.509741 + Penalty 214048.557955 = -105946008.951786
  nChanged 743
Iteration 117Q (8487.240000 sec): 97 clusters
  Score: Raw -106160481.282964 + Penalty 214048.557955 = -105946432.725009
  nChanged 790
Iteration 118Q (8573.830000 sec): 97 clusters
  Score: Raw -106160869.238838 + Penalty 214048.557955 = -105946820.680883
  nChanged 763
Iteration 119Q (8652.300000 sec): 97 clusters
  Score: Raw -106161203.014682 + Penalty 214048.557955 = -105947154.456727
  nChanged 702
Iteration 120F (8789.080000 sec): 97 clusters
  Score: Raw -106161461.981238 + Penalty 214048.557955 = -105947413.423283
  nChanged 660
Iteration 121Q (8869.510000 sec): 97 clusters
  Score: Raw -106161700.649476 + Penalty 214048.557955 = -105947652.091521
  nChanged 650
Iteration 122Q (8951.150000 sec): 97 clusters
  Score: Raw -106161935.600960 + Penalty 214048.557955 = -105947887.043005
  nChanged 670
Iteration 123Q (9035.620000 sec): 97 clusters
  Score: Raw -106162235.941826 + Penalty 214048.557955 = -105948187.383871
  nChanged 690
Iteration 124Q (9116.760000 sec): 97 clusters
  Score: Raw -106162510.871706 + Penalty 214048.557955 = -105948462.313751
  nChanged 663
Iteration 125Q (9196.440000 sec): 97 clusters
  Score: Raw -106162715.102679 + Penalty 214048.557955 = -105948666.544724
  nChanged 641
Iteration 126Q (9271.890000 sec): 97 clusters
  Score: Raw -106162898.342161 + Penalty 214048.557955 = -105948849.784206
  nChanged 600
Iteration 127Q (9353.870000 sec): 97 clusters
  Score: Raw -106163042.217237 + Penalty 214048.557955 = -105948993.659282
  nChanged 553
Iteration 128Q (9434.840000 sec): 97 clusters
  Score: Raw -106163173.094771 + Penalty 214048.557955 = -105949124.536816
  nChanged 536
Iteration 129Q (9508.610000 sec): 97 clusters
  Score: Raw -106163324.654785 + Penalty 214048.557955 = -105949276.096830
  nChanged 552
Iteration 130Q (9588.630000 sec): 97 clusters
  Score: Raw -106163472.861142 + Penalty 214048.557955 = -105949424.303187
  nChanged 527
Iteration 131Q (9666.330000 sec): 97 clusters
  Score: Raw -106163627.040237 + Penalty 214048.557955 = -105949578.482282
  nChanged 516
Iteration 132Q (9751.540000 sec): 97 clusters
  Score: Raw -106163763.845247 + Penalty 214048.557955 = -105949715.287292
  nChanged 500
Iteration 133Q (9831.460000 sec): 97 clusters
  Score: Raw -106163881.466224 + Penalty 214048.557955 = -105949832.908269
  nChanged 438
Iteration 134Q (9912.050000 sec): 97 clusters
  Score: Raw -106163972.901535 + Penalty 214048.557955 = -105949924.343580
  nChanged 411
Iteration 135Q (9986.620000 sec): 97 clusters
  Score: Raw -106164060.181144 + Penalty 214048.557955 = -105950011.623189
  nChanged 398
Iteration 136Q (10064.900000 sec): 97 clusters
  Score: Raw -106164141.192182 + Penalty 214048.557955 = -105950092.634227
  nChanged 338
Iteration 137Q (10151.370000 sec): 97 clusters
  Score: Raw -106164205.976369 + Penalty 214048.557955 = -105950157.418414
  nChanged 314
Iteration 138Q (10235.850000 sec): 97 clusters
  Score: Raw -106164273.935450 + Penalty 214048.557955 = -105950225.377495
  nChanged 328
Writing temp clu file 
Because OldScore, -105950157.418414, is greater than current (better) Score,-105950225.377495 
 Compute initial score before splitting:   Score: Raw -106164273.935450 + Penalty 214048.557955 = -105950225.377495
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10236.220000 sec): 2 clusters
  Score: Raw -163767.118989 + Penalty 1189.907946 = -162577.211043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10236.430000 sec): 3 clusters
  Score: Raw -163196.167103 + Penalty 2379.815891 = -160816.351212
  nChanged 489
		SP:Iteration 1F (10236.610000 sec): 3 clusters
  Score: Raw -163600.697755 + Penalty 2379.815891 = -161220.881864
  nChanged 129
		SP:Iteration 2F (10236.810000 sec): 3 clusters
  Score: Raw -163751.734980 + Penalty 2379.815891 = -161371.919089
  nChanged 109
		SP:Iteration 3F (10237.010000 sec): 3 clusters
  Score: Raw -163893.393476 + Penalty 2379.815891 = -161513.577585
  nChanged 83
		SP:Iteration 4F (10237.180000 sec): 3 clusters
  Score: Raw -164005.117358 + Penalty 2379.815891 = -161625.301467
  nChanged 68
		SP:Iteration 5Q (10237.360000 sec): 3 clusters
  Score: Raw -164099.461654 + Penalty 2379.815891 = -161719.645763
  nChanged 58
		SP:Iteration 6Q (10237.530000 sec): 3 clusters
  Score: Raw -164160.585030 + Penalty 2379.815891 = -161780.769139
  nChanged 37
		SP:Iteration 7Q (10237.720000 sec): 3 clusters
  Score: Raw -164190.025294 + Penalty 2379.815891 = -161810.209403
  nChanged 28
		SP:Iteration 8Q (10237.900000 sec): 3 clusters
  Score: Raw -164215.760397 + Penalty 2379.815891 = -161835.944505
  nChanged 25
		SP:Iteration 9Q (10238.100000 sec): 3 clusters
  Score: Raw -164237.041114 + Penalty 2379.815891 = -161857.225223
  nChanged 16
		SP:Iteration 10Q (10238.280000 sec): 3 clusters
  Score: Raw -164246.887625 + Penalty 2379.815891 = -161867.071734
  nChanged 18
		SP:Iteration 11Q (10238.440000 sec): 3 clusters
  Score: Raw -164258.944508 + Penalty 2379.815891 = -161879.128616
  nChanged 12
		SP:Iteration 12Q (10238.620000 sec): 3 clusters
  Score: Raw -164267.244716 + Penalty 2379.815891 = -161887.428825
  nChanged 15
		SP:Iteration 13Q (10238.780000 sec): 3 clusters
  Score: Raw -164278.486456 + Penalty 2379.815891 = -161898.670564
  nChanged 14
		SP:Iteration 14Q (10238.980000 sec): 3 clusters
  Score: Raw -164286.070209 + Penalty 2379.815891 = -161906.254318
  nChanged 7
		SP:Iteration 15Q (10239.170000 sec): 3 clusters
  Score: Raw -164290.580831 + Penalty 2379.815891 = -161910.764940
  nChanged 10
		SP:Iteration 16Q (10239.350000 sec): 3 clusters
  Score: Raw -164299.786434 + Penalty 2379.815891 = -161919.970543
  nChanged 13
		SP:Iteration 17Q (10239.520000 sec): 3 clusters
  Score: Raw -164307.769785 + Penalty 2379.815891 = -161927.953894
  nChanged 5
		SP:Iteration 18Q (10239.710000 sec): 3 clusters
  Score: Raw -164310.308948 + Penalty 2379.815891 = -161930.493057
  nChanged 3
		SP:Iteration 19Q (10239.910000 sec): 3 clusters
  Score: Raw -164311.866342 + Penalty 2379.815891 = -161932.050451
  nChanged 0
		SP:Iteration 20F (10240.090000 sec): 3 clusters
  Score: Raw -164311.866342 + Penalty 2379.815891 = -161932.050451
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10240.170000 sec): 2 clusters
  Score: Raw -310737.765506 + Penalty 1280.323348 = -309457.442158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10240.380000 sec): 3 clusters
  Score: Raw -309506.458943 + Penalty 2560.646696 = -306945.812247
  nChanged 978
		SP:Iteration 1F (10240.530000 sec): 3 clusters
  Score: Raw -310094.664498 + Penalty 2560.646696 = -307534.017802
  nChanged 187
		SP:Iteration 2F (10240.720000 sec): 3 clusters
  Score: Raw -310190.640581 + Penalty 2560.646696 = -307629.993885
  nChanged 113
		SP:Iteration 3Q (10240.870000 sec): 3 clusters
  Score: Raw -310246.815853 + Penalty 2560.646696 = -307686.169156
  nChanged 73
		SP:Iteration 4Q (10241.060000 sec): 3 clusters
  Score: Raw -310284.165509 + Penalty 2560.646696 = -307723.518813
  nChanged 57
		SP:Iteration 5Q (10241.240000 sec): 3 clusters
  Score: Raw -310317.903148 + Penalty 2560.646696 = -307757.256451
  nChanged 54
		SP:Iteration 6Q (10241.390000 sec): 3 clusters
  Score: Raw -310349.584914 + Penalty 2560.646696 = -307788.938218
  nChanged 42
		SP:Iteration 7Q (10241.570000 sec): 3 clusters
  Score: Raw -310371.099763 + Penalty 2560.646696 = -307810.453066
  nChanged 37
		SP:Iteration 8Q (10241.760000 sec): 3 clusters
  Score: Raw -310389.627545 + Penalty 2560.646696 = -307828.980848
  nChanged 32
		SP:Iteration 9Q (10241.960000 sec): 3 clusters
  Score: Raw -310402.812970 + Penalty 2560.646696 = -307842.166273
  nChanged 26
		SP:Iteration 10Q (10242.110000 sec): 3 clusters
  Score: Raw -310413.536634 + Penalty 2560.646696 = -307852.889938
  nChanged 14
		SP:Iteration 11Q (10242.270000 sec): 3 clusters
  Score: Raw -310419.992511 + Penalty 2560.646696 = -307859.345814
  nChanged 15
		SP:Iteration 12Q (10242.430000 sec): 3 clusters
  Score: Raw -310426.575389 + Penalty 2560.646696 = -307865.928693
  nChanged 26
		SP:Iteration 13Q (10242.610000 sec): 3 clusters
  Score: Raw -310436.622586 + Penalty 2560.646696 = -307875.975889
  nChanged 24
		SP:Iteration 14Q (10242.770000 sec): 3 clusters
  Score: Raw -310444.301015 + Penalty 2560.646696 = -307883.654318
  nChanged 23
		SP:Iteration 15Q (10242.930000 sec): 3 clusters
  Score: Raw -310453.095428 + Penalty 2560.646696 = -307892.448731
  nChanged 20
		SP:Iteration 16Q (10243.110000 sec): 3 clusters
  Score: Raw -310461.726922 + Penalty 2560.646696 = -307901.080226
  nChanged 16
		SP:Iteration 17Q (10243.310000 sec): 3 clusters
  Score: Raw -310468.732201 + Penalty 2560.646696 = -307908.085505
  nChanged 20
		SP:Iteration 18Q (10243.520000 sec): 3 clusters
  Score: Raw -310476.845126 + Penalty 2560.646696 = -307916.198430
  nChanged 18
		SP:Iteration 19Q (10243.690000 sec): 3 clusters
  Score: Raw -310485.447615 + Penalty 2560.646696 = -307924.800919
  nChanged 17
		SP:Iteration 20F (10243.850000 sec): 3 clusters
  Score: Raw -310494.919778 + Penalty 2560.646696 = -307934.273082
  nChanged 26
		SP:Iteration 21Q (10244.030000 sec): 3 clusters
  Score: Raw -310515.079267 + Penalty 2560.646696 = -307954.432571
  nChanged 30
		SP:Iteration 22Q (10244.210000 sec): 3 clusters
  Score: Raw -310532.992399 + Penalty 2560.646696 = -307972.345702
  nChanged 51
		SP:Iteration 23Q (10244.410000 sec): 3 clusters
  Score: Raw -310560.368384 + Penalty 2560.646696 = -307999.721688
  nChanged 44
		SP:Iteration 24Q (10244.600000 sec): 3 clusters
  Score: Raw -310586.635755 + Penalty 2560.646696 = -308025.989058
  nChanged 49
		SP:Iteration 25Q (10244.760000 sec): 3 clusters
  Score: Raw -310622.837024 + Penalty 2560.646696 = -308062.190327
  nChanged 55
		SP:Iteration 26Q (10244.950000 sec): 3 clusters
  Score: Raw -310675.871643 + Penalty 2560.646696 = -308115.224947
  nChanged 84
		SP:Iteration 27Q (10245.130000 sec): 3 clusters
  Score: Raw -310758.000149 + Penalty 2560.646696 = -308197.353453
  nChanged 99
		SP:Iteration 28Q (10245.290000 sec): 3 clusters
  Score: Raw -310848.482745 + Penalty 2560.646696 = -308287.836049
  nChanged 97
		SP:Iteration 29Q (10245.490000 sec): 3 clusters
  Score: Raw -310949.998955 + Penalty 2560.646696 = -308389.352258
  nChanged 106
		SP:Iteration 30Q (10245.680000 sec): 3 clusters
  Score: Raw -311088.335415 + Penalty 2560.646696 = -308527.688719
  nChanged 115
		SP:Iteration 31Q (10245.850000 sec): 3 clusters
  Score: Raw -311283.835880 + Penalty 2560.646696 = -308723.189184
  nChanged 112
		SP:Iteration 32Q (10246.040000 sec): 3 clusters
  Score: Raw -311502.547045 + Penalty 2560.646696 = -308941.900348
  nChanged 108
		SP:Iteration 33Q (10246.180000 sec): 3 clusters
  Score: Raw -311722.244048 + Penalty 2560.646696 = -309161.597351
  nChanged 93
		SP:Iteration 34Q (10246.350000 sec): 3 clusters
  Score: Raw -311859.033627 + Penalty 2560.646696 = -309298.386931
  nChanged 52
		SP:Iteration 35Q (10246.510000 sec): 3 clusters
  Score: Raw -311911.057626 + Penalty 2560.646696 = -309350.410929
  nChanged 29
		SP:Iteration 36Q (10246.670000 sec): 3 clusters
  Score: Raw -311936.156787 + Penalty 2560.646696 = -309375.510091
  nChanged 19
		SP:Iteration 37Q (10246.870000 sec): 3 clusters
  Score: Raw -311952.887663 + Penalty 2560.646696 = -309392.240967
  nChanged 20
		SP:Iteration 38Q (10247.030000 sec): 3 clusters
  Score: Raw -311970.650942 + Penalty 2560.646696 = -309410.004245
  nChanged 10
		SP:Iteration 39Q (10247.210000 sec): 3 clusters
  Score: Raw -311977.566615 + Penalty 2560.646696 = -309416.919919
  nChanged 11
		SP:Iteration 40F (10247.370000 sec): 3 clusters
  Score: Raw -311985.793147 + Penalty 2560.646696 = -309425.146451
  nChanged 8
		SP:Iteration 41Q (10247.550000 sec): 3 clusters
  Score: Raw -311992.108938 + Penalty 2560.646696 = -309431.462241
  nChanged 11
		SP:Iteration 42Q (10247.780000 sec): 3 clusters
  Score: Raw -311998.733378 + Penalty 2560.646696 = -309438.086682
  nChanged 7
		SP:Iteration 43Q (10247.970000 sec): 3 clusters
  Score: Raw -312002.346992 + Penalty 2560.646696 = -309441.700296
  nChanged 5
		SP:Iteration 44Q (10248.130000 sec): 3 clusters
  Score: Raw -312004.344903 + Penalty 2560.646696 = -309443.698206
  nChanged 2
		SP:Iteration 45Q (10248.340000 sec): 3 clusters
  Score: Raw -312004.683814 + Penalty 2560.646696 = -309444.037118
  nChanged 1
		SP:Iteration 46Q (10248.500000 sec): 3 clusters
  Score: Raw -312004.841486 + Penalty 2560.646696 = -309444.194790
  nChanged 1
		SP:Iteration 47Q (10248.690000 sec): 3 clusters
  Score: Raw -312005.144059 + Penalty 2560.646696 = -309444.497363
  nChanged 2
		SP:Iteration 48Q (10248.890000 sec): 3 clusters
  Score: Raw -312005.573624 + Penalty 2560.646696 = -309444.926927
  nChanged 1
		SP:Iteration 49Q (10249.100000 sec): 3 clusters
  Score: Raw -312005.692664 + Penalty 2560.646696 = -309445.045968
  nChanged 0
		SP:Iteration 50F (10249.320000 sec): 3 clusters
  Score: Raw -312005.692664 + Penalty 2560.646696 = -309445.045968
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10249.640000 sec): 2 clusters
  Score: Raw -6171066.051872 + Penalty 1757.461482 = -6169308.590391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10249.960000 sec): 3 clusters
  Score: Raw -6139388.787494 + Penalty 3514.922963 = -6135873.864531
  nChanged 23401
		SP:Iteration 1F (10250.360000 sec): 3 clusters
  Score: Raw -6152733.434233 + Penalty 3514.922963 = -6149218.511270
  nChanged 2053
		SP:Iteration 2Q (10250.750000 sec): 3 clusters
  Score: Raw -6153372.889292 + Penalty 3514.922963 = -6149857.966329
  nChanged 1945
		SP:Iteration 3Q (10251.130000 sec): 3 clusters
  Score: Raw -6154030.121866 + Penalty 3514.922963 = -6150515.198903
  nChanged 2038
		SP:Iteration 4Q (10251.500000 sec): 3 clusters
  Score: Raw -6154823.907124 + Penalty 3514.922963 = -6151308.984161
  nChanged 2282
		SP:Iteration 5Q (10251.870000 sec): 3 clusters
  Score: Raw -6155846.058034 + Penalty 3514.922963 = -6152331.135071
  nChanged 2510
		SP:Iteration 6F (10252.220000 sec): 3 clusters
  Score: Raw -6157106.084711 + Penalty 3514.922963 = -6153591.161748
  nChanged 2674
		SP:Iteration 7F (10252.580000 sec): 3 clusters
  Score: Raw -6158616.638242 + Penalty 3514.922963 = -6155101.715279
  nChanged 2690
		SP:Iteration 8F (10252.910000 sec): 3 clusters
  Score: Raw -6160276.591912 + Penalty 3514.922963 = -6156761.668949
  nChanged 2610
		SP:Iteration 9F (10253.280000 sec): 3 clusters
  Score: Raw -6161757.034649 + Penalty 3514.922963 = -6158242.111686
  nChanged 2063
		SP:Iteration 10Q (10253.680000 sec): 3 clusters
  Score: Raw -6162597.796688 + Penalty 3514.922963 = -6159082.873725
  nChanged 1380
		SP:Iteration 11Q (10254.060000 sec): 3 clusters
  Score: Raw -6162978.607594 + Penalty 3514.922963 = -6159463.684631
  nChanged 844
		SP:Iteration 12Q (10254.520000 sec): 3 clusters
  Score: Raw -6163153.000629 + Penalty 3514.922963 = -6159638.077666
  nChanged 613
		SP:Iteration 13Q (10254.940000 sec): 3 clusters
  Score: Raw -6163264.277737 + Penalty 3514.922963 = -6159749.354774
  nChanged 479
		SP:Iteration 14Q (10255.300000 sec): 3 clusters
  Score: Raw -6163336.978296 + Penalty 3514.922963 = -6159822.055332
  nChanged 408
		SP:Iteration 15Q (10255.700000 sec): 3 clusters
  Score: Raw -6163399.912989 + Penalty 3514.922963 = -6159884.990025
  nChanged 412
		SP:Iteration 16Q (10256.090000 sec): 3 clusters
  Score: Raw -6163465.591855 + Penalty 3514.922963 = -6159950.668892
  nChanged 420
		SP:Iteration 17Q (10256.470000 sec): 3 clusters
  Score: Raw -6163534.654525 + Penalty 3514.922963 = -6160019.731561
  nChanged 441
		SP:Iteration 18Q (10256.850000 sec): 3 clusters
  Score: Raw -6163617.847677 + Penalty 3514.922963 = -6160102.924714
  nChanged 476
		SP:Iteration 19Q (10257.250000 sec): 3 clusters
  Score: Raw -6163707.905509 + Penalty 3514.922963 = -6160192.982546
  nChanged 496
		SP:Iteration 20F (10257.600000 sec): 3 clusters
  Score: Raw -6163811.970247 + Penalty 3514.922963 = -6160297.047284
  nChanged 559
		SP:Iteration 21Q (10258.030000 sec): 3 clusters
  Score: Raw -6163934.680175 + Penalty 3514.922963 = -6160419.757212
  nChanged 581
		SP:Iteration 22Q (10258.410000 sec): 3 clusters
  Score: Raw -6164060.926533 + Penalty 3514.922963 = -6160546.003570
  nChanged 586
		SP:Iteration 23Q (10258.820000 sec): 3 clusters
  Score: Raw -6164202.807100 + Penalty 3514.922963 = -6160687.884137
  nChanged 666
		SP:Iteration 24Q (10259.190000 sec): 3 clusters
  Score: Raw -6164371.119227 + Penalty 3514.922963 = -6160856.196263
  nChanged 735
		SP:Iteration 25Q (10259.580000 sec): 3 clusters
  Score: Raw -6164570.198990 + Penalty 3514.922963 = -6161055.276026
  nChanged 737
		SP:Iteration 26Q (10259.990000 sec): 3 clusters
  Score: Raw -6164776.440333 + Penalty 3514.922963 = -6161261.517369
  nChanged 808
		SP:Iteration 27Q (10260.370000 sec): 3 clusters
  Score: Raw -6165023.089898 + Penalty 3514.922963 = -6161508.166935
  nChanged 823
		SP:Iteration 28Q (10260.800000 sec): 3 clusters
  Score: Raw -6165287.967339 + Penalty 3514.922963 = -6161773.044376
  nChanged 880
		SP:Iteration 29Q (10261.120000 sec): 3 clusters
  Score: Raw -6165588.486362 + Penalty 3514.922963 = -6162073.563398
  nChanged 888
		SP:Iteration 30Q (10261.530000 sec): 3 clusters
  Score: Raw -6165899.872916 + Penalty 3514.922963 = -6162384.949953
  nChanged 907
		SP:Iteration 31Q (10261.850000 sec): 3 clusters
  Score: Raw -6166236.423655 + Penalty 3514.922963 = -6162721.500692
  nChanged 917
		SP:Iteration 32Q (10262.280000 sec): 3 clusters
  Score: Raw -6166586.896606 + Penalty 3514.922963 = -6163071.973643
  nChanged 906
		SP:Iteration 33Q (10262.640000 sec): 3 clusters
  Score: Raw -6166942.672255 + Penalty 3514.922963 = -6163427.749292
  nChanged 917
		SP:Iteration 34Q (10263.030000 sec): 3 clusters
  Score: Raw -6167304.969905 + Penalty 3514.922963 = -6163790.046941
  nChanged 861
		SP:Iteration 35Q (10263.480000 sec): 3 clusters
  Score: Raw -6167634.635469 + Penalty 3514.922963 = -6164119.712506
  nChanged 780
		SP:Iteration 36Q (10263.870000 sec): 3 clusters
  Score: Raw -6167938.840936 + Penalty 3514.922963 = -6164423.917973
  nChanged 798
		SP:Iteration 37Q (10264.300000 sec): 3 clusters
  Score: Raw -6168275.682242 + Penalty 3514.922963 = -6164760.759279
  nChanged 749
		SP:Iteration 38Q (10264.690000 sec): 3 clusters
  Score: Raw -6168600.628612 + Penalty 3514.922963 = -6165085.705649
  nChanged 677
		SP:Iteration 39Q (10265.060000 sec): 3 clusters
  Score: Raw -6168890.066233 + Penalty 3514.922963 = -6165375.143270
  nChanged 617
		SP:Iteration 40F (10265.520000 sec): 3 clusters
  Score: Raw -6169183.887653 + Penalty 3514.922963 = -6165668.964690
  nChanged 617
		SP:Iteration 41Q (10265.940000 sec): 3 clusters
  Score: Raw -6169501.052717 + Penalty 3514.922963 = -6165986.129754
  nChanged 568
		SP:Iteration 42Q (10266.370000 sec): 3 clusters
  Score: Raw -6169813.731442 + Penalty 3514.922963 = -6166298.808478
  nChanged 525
		SP:Iteration 43Q (10266.770000 sec): 3 clusters
  Score: Raw -6170111.931075 + Penalty 3514.922963 = -6166597.008112
  nChanged 459
		SP:Iteration 44Q (10267.130000 sec): 3 clusters
  Score: Raw -6170372.828941 + Penalty 3514.922963 = -6166857.905978
  nChanged 340
		SP:Iteration 45Q (10267.490000 sec): 3 clusters
  Score: Raw -6170565.267535 + Penalty 3514.922963 = -6167050.344571
  nChanged 302
		SP:Iteration 46Q (10267.940000 sec): 3 clusters
  Score: Raw -6170737.227681 + Penalty 3514.922963 = -6167222.304718
  nChanged 271
		SP:Iteration 47Q (10268.300000 sec): 3 clusters
  Score: Raw -6170884.795508 + Penalty 3514.922963 = -6167369.872545
  nChanged 215
		SP:Iteration 48Q (10268.700000 sec): 3 clusters
  Score: Raw -6171003.305713 + Penalty 3514.922963 = -6167488.382749
  nChanged 187
		SP:Iteration 49Q (10269.080000 sec): 3 clusters
  Score: Raw -6171099.256771 + Penalty 3514.922963 = -6167584.333808
  nChanged 128
		SP:Iteration 50Q (10269.430000 sec): 3 clusters
  Score: Raw -6171166.193530 + Penalty 3514.922963 = -6167651.270567
  nChanged 108
		SP:Iteration 51Q (10269.750000 sec): 3 clusters
  Score: Raw -6171219.767188 + Penalty 3514.922963 = -6167704.844225
  nChanged 101
		SP:Iteration 52Q (10270.130000 sec): 3 clusters
  Score: Raw -6171270.353139 + Penalty 3514.922963 = -6167755.430176
  nChanged 99
		SP:Iteration 53Q (10270.480000 sec): 3 clusters
  Score: Raw -6171322.004034 + Penalty 3514.922963 = -6167807.081071
  nChanged 85
		SP:Iteration 54Q (10270.830000 sec): 3 clusters
  Score: Raw -6171361.607332 + Penalty 3514.922963 = -6167846.684368
  nChanged 66
		SP:Iteration 55Q (10271.160000 sec): 3 clusters
  Score: Raw -6171394.310585 + Penalty 3514.922963 = -6167879.387622
  nChanged 40
		SP:Iteration 56Q (10271.480000 sec): 3 clusters
  Score: Raw -6171411.901162 + Penalty 3514.922963 = -6167896.978199
  nChanged 36
		SP:Iteration 57Q (10271.830000 sec): 3 clusters
  Score: Raw -6171430.393941 + Penalty 3514.922963 = -6167915.470978
  nChanged 46
		SP:Iteration 58Q (10272.220000 sec): 3 clusters
  Score: Raw -6171450.719729 + Penalty 3514.922963 = -6167935.796766
  nChanged 37
		SP:Iteration 59Q (10272.570000 sec): 3 clusters
  Score: Raw -6171465.381885 + Penalty 3514.922963 = -6167950.458921
  nChanged 37
		SP:Iteration 60F (10273.000000 sec): 3 clusters
  Score: Raw -6171482.285432 + Penalty 3514.922963 = -6167967.362468
  nChanged 25
		SP:Iteration 61Q (10273.390000 sec): 3 clusters
  Score: Raw -6171491.976352 + Penalty 3514.922963 = -6167977.053388
  nChanged 20
		SP:Iteration 62Q (10273.770000 sec): 3 clusters
  Score: Raw -6171498.791206 + Penalty 3514.922963 = -6167983.868243
  nChanged 14
		SP:Iteration 63Q (10274.140000 sec): 3 clusters
  Score: Raw -6171502.686761 + Penalty 3514.922963 = -6167987.763798
  nChanged 7
		SP:Iteration 64Q (10274.470000 sec): 3 clusters
  Score: Raw -6171504.370853 + Penalty 3514.922963 = -6167989.447890
  nChanged 1
		SP:Iteration 65Q (10274.770000 sec): 3 clusters
  Score: Raw -6171504.468524 + Penalty 3514.922963 = -6167989.545561
  nChanged 2
		SP:Iteration 66Q (10275.150000 sec): 3 clusters
  Score: Raw -6171504.811237 + Penalty 3514.922963 = -6167989.888273
  nChanged 2
		SP:Iteration 67Q (10275.530000 sec): 3 clusters
  Score: Raw -6171505.590585 + Penalty 3514.922963 = -6167990.667622
  nChanged 2
		SP:Iteration 68Q (10275.890000 sec): 3 clusters
  Score: Raw -6171506.741308 + Penalty 3514.922963 = -6167991.818345
  nChanged 7
		SP:Iteration 69Q (10276.240000 sec): 3 clusters
  Score: Raw -6171509.362037 + Penalty 3514.922963 = -6167994.439074
  nChanged 7
		SP:Iteration 70Q (10276.570000 sec): 3 clusters
  Score: Raw -6171511.721400 + Penalty 3514.922963 = -6167996.798437
  nChanged 4
		SP:Iteration 71Q (10276.930000 sec): 3 clusters
  Score: Raw -6171512.440958 + Penalty 3514.922963 = -6167997.517995
  nChanged 0
		SP:Iteration 72F (10277.280000 sec): 3 clusters
  Score: Raw -6171512.440958 + Penalty 3514.922963 = -6167997.517995
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10277.460000 sec): 2 clusters
  Score: Raw -310370.712643 + Penalty 1287.602929 = -309083.109713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10277.630000 sec): 3 clusters
  Score: Raw -309101.820441 + Penalty 2575.205859 = -306526.614582
  nChanged 1005
		SP:Iteration 1F (10277.830000 sec): 3 clusters
  Score: Raw -309721.207243 + Penalty 2575.205859 = -307146.001385
  nChanged 216
		SP:Iteration 2F (10278.050000 sec): 3 clusters
  Score: Raw -309869.954681 + Penalty 2575.205859 = -307294.748823
  nChanged 171
		SP:Iteration 3F (10278.190000 sec): 3 clusters
  Score: Raw -310007.522929 + Penalty 2575.205859 = -307432.317070
  nChanged 154
		SP:Iteration 4F (10278.390000 sec): 3 clusters
  Score: Raw -310159.766275 + Penalty 2575.205859 = -307584.560416
  nChanged 146
		SP:Iteration 5F (10278.590000 sec): 3 clusters
  Score: Raw -310304.898470 + Penalty 2575.205859 = -307729.692612
  nChanged 121
		SP:Iteration 6Q (10278.740000 sec): 3 clusters
  Score: Raw -310412.614853 + Penalty 2575.205859 = -307837.408995
  nChanged 108
		SP:Iteration 7Q (10278.940000 sec): 3 clusters
  Score: Raw -310501.733963 + Penalty 2575.205859 = -307926.528104
  nChanged 84
		SP:Iteration 8Q (10279.130000 sec): 3 clusters
  Score: Raw -310587.250730 + Penalty 2575.205859 = -308012.044872
  nChanged 96
		SP:Iteration 9Q (10279.290000 sec): 3 clusters
  Score: Raw -310673.273017 + Penalty 2575.205859 = -308098.067159
  nChanged 85
		SP:Iteration 10Q (10279.470000 sec): 3 clusters
  Score: Raw -310740.633493 + Penalty 2575.205859 = -308165.427634
  nChanged 62
		SP:Iteration 11Q (10279.670000 sec): 3 clusters
  Score: Raw -310787.956407 + Penalty 2575.205859 = -308212.750549
  nChanged 53
		SP:Iteration 12Q (10279.870000 sec): 3 clusters
  Score: Raw -310823.748996 + Penalty 2575.205859 = -308248.543138
  nChanged 39
		SP:Iteration 13Q (10280.050000 sec): 3 clusters
  Score: Raw -310846.084232 + Penalty 2575.205859 = -308270.878374
  nChanged 30
		SP:Iteration 14Q (10280.270000 sec): 3 clusters
  Score: Raw -310869.924969 + Penalty 2575.205859 = -308294.719111
  nChanged 33
		SP:Iteration 15Q (10280.460000 sec): 3 clusters
  Score: Raw -310897.604057 + Penalty 2575.205859 = -308322.398198
  nChanged 33
		SP:Iteration 16Q (10280.670000 sec): 3 clusters
  Score: Raw -310920.822566 + Penalty 2575.205859 = -308345.616708
  nChanged 28
		SP:Iteration 17Q (10280.820000 sec): 3 clusters
  Score: Raw -310942.953293 + Penalty 2575.205859 = -308367.747434
  nChanged 26
		SP:Iteration 18Q (10281.030000 sec): 3 clusters
  Score: Raw -310967.883919 + Penalty 2575.205859 = -308392.678060
  nChanged 31
		SP:Iteration 19Q (10281.200000 sec): 3 clusters
  Score: Raw -311005.330019 + Penalty 2575.205859 = -308430.124160
  nChanged 33
		SP:Iteration 20F (10281.370000 sec): 3 clusters
  Score: Raw -311033.150268 + Penalty 2575.205859 = -308457.944410
  nChanged 33
		SP:Iteration 21Q (10281.540000 sec): 3 clusters
  Score: Raw -311061.332455 + Penalty 2575.205859 = -308486.126596
  nChanged 25
		SP:Iteration 22Q (10281.740000 sec): 3 clusters
  Score: Raw -311083.999212 + Penalty 2575.205859 = -308508.793354
  nChanged 25
		SP:Iteration 23Q (10281.940000 sec): 3 clusters
  Score: Raw -311104.660419 + Penalty 2575.205859 = -308529.454561
  nChanged 15
		SP:Iteration 24Q (10282.150000 sec): 3 clusters
  Score: Raw -311120.881351 + Penalty 2575.205859 = -308545.675492
  nChanged 19
		SP:Iteration 25Q (10282.370000 sec): 3 clusters
  Score: Raw -311147.973026 + Penalty 2575.205859 = -308572.767168
  nChanged 20
		SP:Iteration 26Q (10282.530000 sec): 3 clusters
  Score: Raw -311174.857958 + Penalty 2575.205859 = -308599.652100
  nChanged 22
		SP:Iteration 27Q (10282.730000 sec): 3 clusters
  Score: Raw -311200.721218 + Penalty 2575.205859 = -308625.515359
  nChanged 20
		SP:Iteration 28Q (10282.900000 sec): 3 clusters
  Score: Raw -311217.911641 + Penalty 2575.205859 = -308642.705783
  nChanged 14
		SP:Iteration 29Q (10283.090000 sec): 3 clusters
  Score: Raw -311226.289999 + Penalty 2575.205859 = -308651.084140
  nChanged 10
		SP:Iteration 30Q (10283.290000 sec): 3 clusters
  Score: Raw -311232.884938 + Penalty 2575.205859 = -308657.679079
  nChanged 6
		SP:Iteration 31Q (10283.480000 sec): 3 clusters
  Score: Raw -311236.484354 + Penalty 2575.205859 = -308661.278495
  nChanged 3
		SP:Iteration 32Q (10283.690000 sec): 3 clusters
  Score: Raw -311238.482293 + Penalty 2575.205859 = -308663.276434
  nChanged 5
		SP:Iteration 33Q (10283.840000 sec): 3 clusters
  Score: Raw -311241.760443 + Penalty 2575.205859 = -308666.554585
  nChanged 4
		SP:Iteration 34Q (10284.050000 sec): 3 clusters
  Score: Raw -311243.652368 + Penalty 2575.205859 = -308668.446510
  nChanged 3
		SP:Iteration 35Q (10284.220000 sec): 3 clusters
  Score: Raw -311244.900805 + Penalty 2575.205859 = -308669.694946
  nChanged 0
		SP:Iteration 36F (10284.390000 sec): 3 clusters
  Score: Raw -311244.900805 + Penalty 2575.205859 = -308669.694946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10284.480000 sec): 2 clusters
  Score: Raw -25738.275982 + Penalty 887.182646 = -24851.093336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10284.660000 sec): 3 clusters
  Score: Raw -26008.645671 + Penalty 1774.365292 = -24234.280379
  nChanged 57
		SP:Iteration 1F (10284.850000 sec): 3 clusters
  Score: Raw -26139.569671 + Penalty 1774.365292 = -24365.204378
  nChanged 11
		SP:Iteration 2Q (10285.060000 sec): 3 clusters
  Score: Raw -26173.599848 + Penalty 1774.365292 = -24399.234556
  nChanged 5
		SP:Iteration 3Q (10285.210000 sec): 3 clusters
  Score: Raw -26179.201574 + Penalty 1774.365292 = -24404.836282
  nChanged 5
		SP:Iteration 4Q (10285.430000 sec): 3 clusters
  Score: Raw -26202.797341 + Penalty 1774.365292 = -24428.432049
  nChanged 4
		SP:Iteration 5Q (10285.620000 sec): 3 clusters
  Score: Raw -26208.248693 + Penalty 1774.365292 = -24433.883401
  nChanged 4
		SP:Iteration 6Q (10285.760000 sec): 3 clusters
  Score: Raw -26247.869816 + Penalty 1774.365292 = -24473.504523
  nChanged 5
		SP:Iteration 7Q (10285.940000 sec): 3 clusters
  Score: Raw -26255.003171 + Penalty 1774.365292 = -24480.637879
  nChanged 4
		SP:Iteration 8Q (10286.170000 sec): 3 clusters
  Score: Raw -26262.481005 + Penalty 1774.365292 = -24488.115713
  nChanged 4
		SP:Iteration 9Q (10286.340000 sec): 3 clusters
  Score: Raw -26268.722851 + Penalty 1774.365292 = -24494.357559
  nChanged 3
		SP:Iteration 10Q (10286.530000 sec): 3 clusters
  Score: Raw -26272.619629 + Penalty 1774.365292 = -24498.254337
  nChanged 2
		SP:Iteration 11Q (10286.710000 sec): 3 clusters
  Score: Raw -26296.430012 + Penalty 1774.365292 = -24522.064720
  nChanged 0
		SP:Iteration 12F (10286.870000 sec): 3 clusters
  Score: Raw -26297.859667 + Penalty 1774.365292 = -24523.494375
  nChanged 1
		SP:Iteration 13Q (10287.050000 sec): 3 clusters
  Score: Raw -26298.994664 + Penalty 1774.365292 = -24524.629372
  nChanged 2
		SP:Iteration 14Q (10287.250000 sec): 3 clusters
  Score: Raw -26302.374635 + Penalty 1774.365292 = -24528.009343
  nChanged 1
		SP:Iteration 15Q (10287.430000 sec): 3 clusters
  Score: Raw -26304.869960 + Penalty 1774.365292 = -24530.504668
  nChanged 2
		SP:Iteration 16Q (10287.590000 sec): 3 clusters
  Score: Raw -26307.804077 + Penalty 1774.365292 = -24533.438784
  nChanged 0
		SP:Iteration 17F (10287.800000 sec): 3 clusters
  Score: Raw -26307.804077 + Penalty 1774.365292 = -24533.438784
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (1168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10287.930000 sec): 2 clusters
  Score: Raw -130262.742147 + Penalty 1147.745327 = -129114.996820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10288.060000 sec): 3 clusters
  Score: Raw -129934.130284 + Penalty 2295.490653 = -127638.639631
  nChanged 385
		SP:Iteration 1F (10288.230000 sec): 3 clusters
  Score: Raw -130345.712884 + Penalty 2295.490653 = -128050.222231
  nChanged 130
		SP:Iteration 2F (10288.410000 sec): 3 clusters
  Score: Raw -130538.801242 + Penalty 2295.490653 = -128243.310589
  nChanged 101
		SP:Iteration 3F (10288.610000 sec): 3 clusters
  Score: Raw -130723.010406 + Penalty 2295.490653 = -128427.519753
  nChanged 98
		SP:Iteration 4F (10288.770000 sec): 3 clusters
  Score: Raw -130925.183648 + Penalty 2295.490653 = -128629.692995
  nChanged 77
		SP:Iteration 5F (10288.990000 sec): 3 clusters
  Score: Raw -131053.147139 + Penalty 2295.490653 = -128757.656486
  nChanged 56
		SP:Iteration 6Q (10289.140000 sec): 3 clusters
  Score: Raw -131136.829367 + Penalty 2295.490653 = -128841.338714
  nChanged 25
		SP:Iteration 7Q (10289.350000 sec): 3 clusters
  Score: Raw -131213.333283 + Penalty 2295.490653 = -128917.842630
  nChanged 20
		SP:Iteration 8Q (10289.510000 sec): 3 clusters
  Score: Raw -131287.004129 + Penalty 2295.490653 = -128991.513475
  nChanged 21
		SP:Iteration 9Q (10289.690000 sec): 3 clusters
  Score: Raw -131325.916379 + Penalty 2295.490653 = -129030.425726
  nChanged 14
		SP:Iteration 10Q (10289.850000 sec): 3 clusters
  Score: Raw -131347.401916 + Penalty 2295.490653 = -129051.911263
  nChanged 10
		SP:Iteration 11Q (10290.000000 sec): 3 clusters
  Score: Raw -131364.019723 + Penalty 2295.490653 = -129068.529069
  nChanged 11
		SP:Iteration 12Q (10290.200000 sec): 3 clusters
  Score: Raw -131382.396538 + Penalty 2295.490653 = -129086.905885
  nChanged 7
		SP:Iteration 13Q (10290.390000 sec): 3 clusters
  Score: Raw -131396.663504 + Penalty 2295.490653 = -129101.172851
  nChanged 5
		SP:Iteration 14Q (10290.590000 sec): 3 clusters
  Score: Raw -131401.535420 + Penalty 2295.490653 = -129106.044767
  nChanged 3
		SP:Iteration 15Q (10290.770000 sec): 3 clusters
  Score: Raw -131405.721000 + Penalty 2295.490653 = -129110.230347
  nChanged 3
		SP:Iteration 16Q (10290.960000 sec): 3 clusters
  Score: Raw -131410.651298 + Penalty 2295.490653 = -129115.160645
  nChanged 4
		SP:Iteration 17Q (10291.130000 sec): 3 clusters
  Score: Raw -131420.134992 + Penalty 2295.490653 = -129124.644339
  nChanged 6
		SP:Iteration 18Q (10291.360000 sec): 3 clusters
  Score: Raw -131427.384892 + Penalty 2295.490653 = -129131.894239
  nChanged 3
		SP:Iteration 19Q (10291.530000 sec): 3 clusters
  Score: Raw -131430.766284 + Penalty 2295.490653 = -129135.275631
  nChanged 3
		SP:Iteration 20F (10291.720000 sec): 3 clusters
  Score: Raw -131435.529073 + Penalty 2295.490653 = -129140.038420
  nChanged 4
		SP:Iteration 21Q (10291.870000 sec): 3 clusters
  Score: Raw -131442.675209 + Penalty 2295.490653 = -129147.184556
  nChanged 2
		SP:Iteration 22Q (10292.060000 sec): 3 clusters
  Score: Raw -131445.120858 + Penalty 2295.490653 = -129149.630205
  nChanged 0
		SP:Iteration 23F (10292.230000 sec): 3 clusters
  Score: Raw -131445.120858 + Penalty 2295.490653 = -129149.630205
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10292.410000 sec): 2 clusters
  Score: Raw -997321.529810 + Penalty 1460.926504 = -995860.603306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10292.610000 sec): 3 clusters
  Score: Raw -992847.848826 + Penalty 2921.853008 = -989925.995818
  nChanged 3430
		SP:Iteration 1F (10292.850000 sec): 3 clusters
  Score: Raw -994630.280044 + Penalty 2921.853008 = -991708.427035
  nChanged 462
		SP:Iteration 2F (10293.100000 sec): 3 clusters
  Score: Raw -994828.873713 + Penalty 2921.853008 = -991907.020705
  nChanged 393
		SP:Iteration 3Q (10293.310000 sec): 3 clusters
  Score: Raw -994999.969873 + Penalty 2921.853008 = -992078.116865
  nChanged 331
		SP:Iteration 4Q (10293.530000 sec): 3 clusters
  Score: Raw -995146.891030 + Penalty 2921.853008 = -992225.038022
  nChanged 282
		SP:Iteration 5Q (10293.750000 sec): 3 clusters
  Score: Raw -995277.097468 + Penalty 2921.853008 = -992355.244460
  nChanged 264
		SP:Iteration 6Q (10293.970000 sec): 3 clusters
  Score: Raw -995392.101987 + Penalty 2921.853008 = -992470.248978
  nChanged 275
		SP:Iteration 7Q (10294.150000 sec): 3 clusters
  Score: Raw -995531.566765 + Penalty 2921.853008 = -992609.713756
  nChanged 277
		SP:Iteration 8Q (10294.370000 sec): 3 clusters
  Score: Raw -995707.327751 + Penalty 2921.853008 = -992785.474743
  nChanged 274
		SP:Iteration 9Q (10294.570000 sec): 3 clusters
  Score: Raw -995941.868137 + Penalty 2921.853008 = -993020.015129
  nChanged 302
		SP:Iteration 10Q (10294.830000 sec): 3 clusters
  Score: Raw -996264.874945 + Penalty 2921.853008 = -993343.021936
  nChanged 281
		SP:Iteration 11Q (10295.080000 sec): 3 clusters
  Score: Raw -996525.296383 + Penalty 2921.853008 = -993603.443375
  nChanged 286
		SP:Iteration 12Q (10295.290000 sec): 3 clusters
  Score: Raw -996727.632226 + Penalty 2921.853008 = -993805.779218
  nChanged 246
		SP:Iteration 13Q (10295.500000 sec): 3 clusters
  Score: Raw -996871.834992 + Penalty 2921.853008 = -993949.981984
  nChanged 192
		SP:Iteration 14Q (10295.710000 sec): 3 clusters
  Score: Raw -996974.544234 + Penalty 2921.853008 = -994052.691226
  nChanged 154
		SP:Iteration 15Q (10295.900000 sec): 3 clusters
  Score: Raw -997056.064545 + Penalty 2921.853008 = -994134.211537
  nChanged 134
		SP:Iteration 16Q (10296.130000 sec): 3 clusters
  Score: Raw -997123.861218 + Penalty 2921.853008 = -994202.008210
  nChanged 117
		SP:Iteration 17Q (10296.330000 sec): 3 clusters
  Score: Raw -997184.391508 + Penalty 2921.853008 = -994262.538500
  nChanged 102
		SP:Iteration 18Q (10296.570000 sec): 3 clusters
  Score: Raw -997242.096395 + Penalty 2921.853008 = -994320.243387
  nChanged 92
		SP:Iteration 19Q (10296.820000 sec): 3 clusters
  Score: Raw -997293.911775 + Penalty 2921.853008 = -994372.058767
  nChanged 83
		SP:Iteration 20F (10297.030000 sec): 3 clusters
  Score: Raw -997340.835917 + Penalty 2921.853008 = -994418.982909
  nChanged 65
		SP:Iteration 21Q (10297.230000 sec): 3 clusters
  Score: Raw -997373.352664 + Penalty 2921.853008 = -994451.499656
  nChanged 35
		SP:Iteration 22Q (10297.440000 sec): 3 clusters
  Score: Raw -997388.478902 + Penalty 2921.853008 = -994466.625893
  nChanged 28
		SP:Iteration 23Q (10297.670000 sec): 3 clusters
  Score: Raw -997405.551750 + Penalty 2921.853008 = -994483.698742
  nChanged 36
		SP:Iteration 24Q (10297.900000 sec): 3 clusters
  Score: Raw -997422.407335 + Penalty 2921.853008 = -994500.554327
  nChanged 33
		SP:Iteration 25Q (10298.060000 sec): 3 clusters
  Score: Raw -997436.205430 + Penalty 2921.853008 = -994514.352421
  nChanged 25
		SP:Iteration 26Q (10298.310000 sec): 3 clusters
  Score: Raw -997449.633788 + Penalty 2921.853008 = -994527.780780
  nChanged 29
		SP:Iteration 27Q (10298.470000 sec): 3 clusters
  Score: Raw -997464.107407 + Penalty 2921.853008 = -994542.254399
  nChanged 23
		SP:Iteration 28Q (10298.680000 sec): 3 clusters
  Score: Raw -997473.181132 + Penalty 2921.853008 = -994551.328124
  nChanged 24
		SP:Iteration 29Q (10298.860000 sec): 3 clusters
  Score: Raw -997483.016764 + Penalty 2921.853008 = -994561.163756
  nChanged 18
		SP:Iteration 30Q (10299.120000 sec): 3 clusters
  Score: Raw -997490.925917 + Penalty 2921.853008 = -994569.072909
  nChanged 18
		SP:Iteration 31Q (10299.340000 sec): 3 clusters
  Score: Raw -997500.518984 + Penalty 2921.853008 = -994578.665976
  nChanged 24
		SP:Iteration 32Q (10299.530000 sec): 3 clusters
  Score: Raw -997511.810252 + Penalty 2921.853008 = -994589.957244
  nChanged 21
		SP:Iteration 33Q (10299.740000 sec): 3 clusters
  Score: Raw -997521.358211 + Penalty 2921.853008 = -994599.505203
  nChanged 19
		SP:Iteration 34Q (10299.920000 sec): 3 clusters
  Score: Raw -997529.701104 + Penalty 2921.853008 = -994607.848096
  nChanged 14
		SP:Iteration 35Q (10300.180000 sec): 3 clusters
  Score: Raw -997534.746574 + Penalty 2921.853008 = -994612.893566
  nChanged 11
		SP:Iteration 36Q (10300.370000 sec): 3 clusters
  Score: Raw -997540.934134 + Penalty 2921.853008 = -994619.081126
  nChanged 12
		SP:Iteration 37Q (10300.590000 sec): 3 clusters
  Score: Raw -997547.629904 + Penalty 2921.853008 = -994625.776896
  nChanged 10
		SP:Iteration 38Q (10300.840000 sec): 3 clusters
  Score: Raw -997554.066139 + Penalty 2921.853008 = -994632.213131
  nChanged 13
		SP:Iteration 39Q (10301.000000 sec): 3 clusters
  Score: Raw -997558.842820 + Penalty 2921.853008 = -994636.989812
  nChanged 7
		SP:Iteration 40F (10301.190000 sec): 3 clusters
  Score: Raw -997561.875638 + Penalty 2921.853008 = -994640.022630
  nChanged 5
		SP:Iteration 41Q (10301.400000 sec): 3 clusters
  Score: Raw -997564.111512 + Penalty 2921.853008 = -994642.258504
  nChanged 2
		SP:Iteration 42Q (10301.620000 sec): 3 clusters
  Score: Raw -997565.027539 + Penalty 2921.853008 = -994643.174531
  nChanged 2
		SP:Iteration 43Q (10301.840000 sec): 3 clusters
  Score: Raw -997565.769812 + Penalty 2921.853008 = -994643.916804
  nChanged 1
		SP:Iteration 44Q (10302.020000 sec): 3 clusters
  Score: Raw -997565.985415 + Penalty 2921.853008 = -994644.132407
  nChanged 1
		SP:Iteration 45Q (10302.210000 sec): 3 clusters
  Score: Raw -997566.222847 + Penalty 2921.853008 = -994644.369839
  nChanged 1
		SP:Iteration 46Q (10302.450000 sec): 3 clusters
  Score: Raw -997566.499012 + Penalty 2921.853008 = -994644.646004
  nChanged 0
		SP:Iteration 47F (10302.630000 sec): 3 clusters
  Score: Raw -997566.499012 + Penalty 2921.853008 = -994644.646004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10302.740000 sec): 2 clusters
  Score: Raw -877217.615517 + Penalty 1440.475409 = -875777.140108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10302.990000 sec): 3 clusters
  Score: Raw -873346.061034 + Penalty 2880.950818 = -870465.110216
  nChanged 2972
		SP:Iteration 1F (10303.160000 sec): 3 clusters
  Score: Raw -875045.029945 + Penalty 2880.950818 = -872164.079128
  nChanged 496
		SP:Iteration 2F (10303.370000 sec): 3 clusters
  Score: Raw -875340.316646 + Penalty 2880.950818 = -872459.365828
  nChanged 445
		SP:Iteration 3F (10303.550000 sec): 3 clusters
  Score: Raw -875629.639325 + Penalty 2880.950818 = -872748.688507
  nChanged 411
		SP:Iteration 4F (10303.770000 sec): 3 clusters
  Score: Raw -875915.821171 + Penalty 2880.950818 = -873034.870353
  nChanged 397
		SP:Iteration 5F (10303.970000 sec): 3 clusters
  Score: Raw -876202.659061 + Penalty 2880.950818 = -873321.708243
  nChanged 370
		SP:Iteration 6F (10304.190000 sec): 3 clusters
  Score: Raw -876476.227561 + Penalty 2880.950818 = -873595.276743
  nChanged 337
		SP:Iteration 7Q (10304.390000 sec): 3 clusters
  Score: Raw -876714.414685 + Penalty 2880.950818 = -873833.463867
  nChanged 297
		SP:Iteration 8Q (10304.590000 sec): 3 clusters
  Score: Raw -876897.055289 + Penalty 2880.950818 = -874016.104471
  nChanged 243
		SP:Iteration 9Q (10304.840000 sec): 3 clusters
  Score: Raw -877032.878269 + Penalty 2880.950818 = -874151.927451
  nChanged 180
		SP:Iteration 10Q (10305.000000 sec): 3 clusters
  Score: Raw -877120.852291 + Penalty 2880.950818 = -874239.901473
  nChanged 160
		SP:Iteration 11Q (10305.240000 sec): 3 clusters
  Score: Raw -877193.091490 + Penalty 2880.950818 = -874312.140672
  nChanged 131
		SP:Iteration 12Q (10305.410000 sec): 3 clusters
  Score: Raw -877242.711185 + Penalty 2880.950818 = -874361.760367
  nChanged 87
		SP:Iteration 13Q (10305.620000 sec): 3 clusters
  Score: Raw -877274.919022 + Penalty 2880.950818 = -874393.968204
  nChanged 82
		SP:Iteration 14Q (10305.820000 sec): 3 clusters
  Score: Raw -877306.063849 + Penalty 2880.950818 = -874425.113031
  nChanged 73
		SP:Iteration 15Q (10306.050000 sec): 3 clusters
  Score: Raw -877331.844716 + Penalty 2880.950818 = -874450.893898
  nChanged 59
		SP:Iteration 16Q (10306.230000 sec): 3 clusters
  Score: Raw -877349.128588 + Penalty 2880.950818 = -874468.177770
  nChanged 52
		SP:Iteration 17Q (10306.430000 sec): 3 clusters
  Score: Raw -877364.210880 + Penalty 2880.950818 = -874483.260062
  nChanged 43
		SP:Iteration 18Q (10306.640000 sec): 3 clusters
  Score: Raw -877375.491023 + Penalty 2880.950818 = -874494.540205
  nChanged 36
		SP:Iteration 19Q (10306.830000 sec): 3 clusters
  Score: Raw -877386.155669 + Penalty 2880.950818 = -874505.204851
  nChanged 46
		SP:Iteration 20F (10307.080000 sec): 3 clusters
  Score: Raw -877399.375719 + Penalty 2880.950818 = -874518.424901
  nChanged 58
		SP:Iteration 21Q (10307.280000 sec): 3 clusters
  Score: Raw -877417.459145 + Penalty 2880.950818 = -874536.508327
  nChanged 46
		SP:Iteration 22Q (10307.460000 sec): 3 clusters
  Score: Raw -877430.594730 + Penalty 2880.950818 = -874549.643912
  nChanged 41
		SP:Iteration 23Q (10307.650000 sec): 3 clusters
  Score: Raw -877442.168740 + Penalty 2880.950818 = -874561.217922
  nChanged 39
		SP:Iteration 24Q (10307.830000 sec): 3 clusters
  Score: Raw -877452.488477 + Penalty 2880.950818 = -874571.537659
  nChanged 41
		SP:Iteration 25Q (10308.030000 sec): 3 clusters
  Score: Raw -877464.518814 + Penalty 2880.950818 = -874583.567996
  nChanged 48
		SP:Iteration 26Q (10308.240000 sec): 3 clusters
  Score: Raw -877479.712065 + Penalty 2880.950818 = -874598.761247
  nChanged 47
		SP:Iteration 27Q (10308.450000 sec): 3 clusters
  Score: Raw -877495.770211 + Penalty 2880.950818 = -874614.819393
  nChanged 43
		SP:Iteration 28Q (10308.630000 sec): 3 clusters
  Score: Raw -877509.447236 + Penalty 2880.950818 = -874628.496418
  nChanged 49
		SP:Iteration 29Q (10308.830000 sec): 3 clusters
  Score: Raw -877522.290163 + Penalty 2880.950818 = -874641.339345
  nChanged 33
		SP:Iteration 30Q (10309.030000 sec): 3 clusters
  Score: Raw -877529.587212 + Penalty 2880.950818 = -874648.636394
  nChanged 22
		SP:Iteration 31Q (10309.310000 sec): 3 clusters
  Score: Raw -877534.120716 + Penalty 2880.950818 = -874653.169898
  nChanged 20
		SP:Iteration 32Q (10309.510000 sec): 3 clusters
  Score: Raw -877539.888764 + Penalty 2880.950818 = -874658.937946
  nChanged 19
		SP:Iteration 33Q (10309.710000 sec): 3 clusters
  Score: Raw -877544.420203 + Penalty 2880.950818 = -874663.469385
  nChanged 18
		SP:Iteration 34Q (10309.910000 sec): 3 clusters
  Score: Raw -877548.250337 + Penalty 2880.950818 = -874667.299519
  nChanged 12
		SP:Iteration 35Q (10310.180000 sec): 3 clusters
  Score: Raw -877551.940007 + Penalty 2880.950818 = -874670.989189
  nChanged 18
		SP:Iteration 36Q (10310.370000 sec): 3 clusters
  Score: Raw -877554.891509 + Penalty 2880.950818 = -874673.940691
  nChanged 12
		SP:Iteration 37Q (10310.570000 sec): 3 clusters
  Score: Raw -877557.097421 + Penalty 2880.950818 = -874676.146603
  nChanged 13
		SP:Iteration 38Q (10310.760000 sec): 3 clusters
  Score: Raw -877559.645971 + Penalty 2880.950818 = -874678.695153
  nChanged 11
		SP:Iteration 39Q (10310.980000 sec): 3 clusters
  Score: Raw -877561.921295 + Penalty 2880.950818 = -874680.970477
  nChanged 14
		SP:Iteration 40F (10311.200000 sec): 3 clusters
  Score: Raw -877563.940290 + Penalty 2880.950818 = -874682.989472
  nChanged 13
		SP:Iteration 41Q (10311.400000 sec): 3 clusters
  Score: Raw -877565.725682 + Penalty 2880.950818 = -874684.774864
  nChanged 8
		SP:Iteration 42Q (10311.650000 sec): 3 clusters
  Score: Raw -877566.848091 + Penalty 2880.950818 = -874685.897273
  nChanged 15
		SP:Iteration 43Q (10311.850000 sec): 3 clusters
  Score: Raw -877569.592065 + Penalty 2880.950818 = -874688.641247
  nChanged 11
		SP:Iteration 44Q (10312.100000 sec): 3 clusters
  Score: Raw -877571.271363 + Penalty 2880.950818 = -874690.320545
  nChanged 5
		SP:Iteration 45Q (10312.350000 sec): 3 clusters
  Score: Raw -877571.632681 + Penalty 2880.950818 = -874690.681863
  nChanged 1
		SP:Iteration 46Q (10312.520000 sec): 3 clusters
  Score: Raw -877571.701076 + Penalty 2880.950818 = -874690.750258
  nChanged 0
		SP:Iteration 47F (10312.730000 sec): 3 clusters
  Score: Raw -877571.701076 + Penalty 2880.950818 = -874690.750258
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10312.840000 sec): 2 clusters
  Score: Raw -149217.490587 + Penalty 1173.666978 = -148043.823609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10313.020000 sec): 3 clusters
  Score: Raw -148689.233470 + Penalty 2347.333956 = -146341.899514
  nChanged 473
		SP:Iteration 1F (10313.170000 sec): 3 clusters
  Score: Raw -149074.580191 + Penalty 2347.333956 = -146727.246235
  nChanged 115
		SP:Iteration 2F (10313.380000 sec): 3 clusters
  Score: Raw -149185.511194 + Penalty 2347.333956 = -146838.177238
  nChanged 74
		SP:Iteration 3F (10313.530000 sec): 3 clusters
  Score: Raw -149261.956578 + Penalty 2347.333956 = -146914.622622
  nChanged 54
		SP:Iteration 4Q (10313.700000 sec): 3 clusters
  Score: Raw -149312.890247 + Penalty 2347.333956 = -146965.556291
  nChanged 35
		SP:Iteration 5Q (10313.920000 sec): 3 clusters
  Score: Raw -149366.113367 + Penalty 2347.333956 = -147018.779411
  nChanged 42
		SP:Iteration 6Q (10314.070000 sec): 3 clusters
  Score: Raw -149413.225014 + Penalty 2347.333956 = -147065.891057
  nChanged 26
		SP:Iteration 7Q (10314.300000 sec): 3 clusters
  Score: Raw -149450.795901 + Penalty 2347.333956 = -147103.461945
  nChanged 34
		SP:Iteration 8Q (10314.450000 sec): 3 clusters
  Score: Raw -149489.472431 + Penalty 2347.333956 = -147142.138475
  nChanged 41
		SP:Iteration 9Q (10314.670000 sec): 3 clusters
  Score: Raw -149529.763024 + Penalty 2347.333956 = -147182.429068
  nChanged 23
		SP:Iteration 10Q (10314.820000 sec): 3 clusters
  Score: Raw -149551.898271 + Penalty 2347.333956 = -147204.564315
  nChanged 23
		SP:Iteration 11Q (10315.020000 sec): 3 clusters
  Score: Raw -149572.277837 + Penalty 2347.333956 = -147224.943881
  nChanged 23
		SP:Iteration 12Q (10315.210000 sec): 3 clusters
  Score: Raw -149586.565209 + Penalty 2347.333956 = -147239.231253
  nChanged 20
		SP:Iteration 13Q (10315.400000 sec): 3 clusters
  Score: Raw -149597.039400 + Penalty 2347.333956 = -147249.705444
  nChanged 10
		SP:Iteration 14Q (10315.560000 sec): 3 clusters
  Score: Raw -149601.644878 + Penalty 2347.333956 = -147254.310922
  nChanged 4
		SP:Iteration 15Q (10315.770000 sec): 3 clusters
  Score: Raw -149603.914198 + Penalty 2347.333956 = -147256.580242
  nChanged 9
		SP:Iteration 16Q (10316.000000 sec): 3 clusters
  Score: Raw -149610.657378 + Penalty 2347.333956 = -147263.323422
  nChanged 6
		SP:Iteration 17Q (10316.150000 sec): 3 clusters
  Score: Raw -149615.313234 + Penalty 2347.333956 = -147267.979277
  nChanged 6
		SP:Iteration 18Q (10316.340000 sec): 3 clusters
  Score: Raw -149620.670402 + Penalty 2347.333956 = -147273.336446
  nChanged 6
		SP:Iteration 19Q (10316.490000 sec): 3 clusters
  Score: Raw -149624.829578 + Penalty 2347.333956 = -147277.495622
  nChanged 5
		SP:Iteration 20F (10316.680000 sec): 3 clusters
  Score: Raw -149627.912803 + Penalty 2347.333956 = -147280.578846
  nChanged 6
		SP:Iteration 21Q (10316.870000 sec): 3 clusters
  Score: Raw -149632.664668 + Penalty 2347.333956 = -147285.330712
  nChanged 8
		SP:Iteration 22Q (10317.040000 sec): 3 clusters
  Score: Raw -149637.583578 + Penalty 2347.333956 = -147290.249622
  nChanged 8
		SP:Iteration 23Q (10317.240000 sec): 3 clusters
  Score: Raw -149643.061381 + Penalty 2347.333956 = -147295.727424
  nChanged 5
		SP:Iteration 24Q (10317.430000 sec): 3 clusters
  Score: Raw -149646.647270 + Penalty 2347.333956 = -147299.313314
  nChanged 4
		SP:Iteration 25Q (10317.580000 sec): 3 clusters
  Score: Raw -149649.587642 + Penalty 2347.333956 = -147302.253686
  nChanged 6
		SP:Iteration 26Q (10317.750000 sec): 3 clusters
  Score: Raw -149653.739579 + Penalty 2347.333956 = -147306.405623
  nChanged 4
		SP:Iteration 27Q (10317.970000 sec): 3 clusters
  Score: Raw -149655.993898 + Penalty 2347.333956 = -147308.659942
  nChanged 1
		SP:Iteration 28Q (10318.110000 sec): 3 clusters
  Score: Raw -149656.363078 + Penalty 2347.333956 = -147309.029122
  nChanged 0
		SP:Iteration 29F (10318.300000 sec): 3 clusters
  Score: Raw -149656.363078 + Penalty 2347.333956 = -147309.029122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (2796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10318.450000 sec): 2 clusters
  Score: Raw -330461.825965 + Penalty 1289.591079 = -329172.234886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10318.650000 sec): 3 clusters
  Score: Raw -329167.002446 + Penalty 2579.182159 = -326587.820288
  nChanged 1060
		SP:Iteration 1F (10318.820000 sec): 3 clusters
  Score: Raw -329842.961564 + Penalty 2579.182159 = -327263.779406
  nChanged 248
		SP:Iteration 2F (10319.010000 sec): 3 clusters
  Score: Raw -330084.970927 + Penalty 2579.182159 = -327505.788769
  nChanged 204
		SP:Iteration 3F (10319.200000 sec): 3 clusters
  Score: Raw -330306.347229 + Penalty 2579.182159 = -327727.165071
  nChanged 191
		SP:Iteration 4F (10319.380000 sec): 3 clusters
  Score: Raw -330541.493345 + Penalty 2579.182159 = -327962.311186
  nChanged 175
		SP:Iteration 5F (10319.540000 sec): 3 clusters
  Score: Raw -330735.998694 + Penalty 2579.182159 = -328156.816536
  nChanged 133
		SP:Iteration 6Q (10319.710000 sec): 3 clusters
  Score: Raw -330901.058817 + Penalty 2579.182159 = -328321.876659
  nChanged 113
		SP:Iteration 7Q (10319.910000 sec): 3 clusters
  Score: Raw -331020.338359 + Penalty 2579.182159 = -328441.156200
  nChanged 92
		SP:Iteration 8Q (10320.060000 sec): 3 clusters
  Score: Raw -331107.295221 + Penalty 2579.182159 = -328528.113063
  nChanged 66
		SP:Iteration 9Q (10320.250000 sec): 3 clusters
  Score: Raw -331171.739491 + Penalty 2579.182159 = -328592.557332
  nChanged 58
		SP:Iteration 10Q (10320.420000 sec): 3 clusters
  Score: Raw -331222.468418 + Penalty 2579.182159 = -328643.286259
  nChanged 53
		SP:Iteration 11Q (10320.610000 sec): 3 clusters
  Score: Raw -331269.596608 + Penalty 2579.182159 = -328690.414450
  nChanged 53
		SP:Iteration 12Q (10320.830000 sec): 3 clusters
  Score: Raw -331330.930036 + Penalty 2579.182159 = -328751.747878
  nChanged 61
		SP:Iteration 13Q (10321.000000 sec): 3 clusters
  Score: Raw -331407.836249 + Penalty 2579.182159 = -328828.654091
  nChanged 65
		SP:Iteration 14Q (10321.180000 sec): 3 clusters
  Score: Raw -331556.276587 + Penalty 2579.182159 = -328977.094428
  nChanged 79
		SP:Iteration 15Q (10321.350000 sec): 3 clusters
  Score: Raw -331755.085078 + Penalty 2579.182159 = -329175.902919
  nChanged 67
		SP:Iteration 16Q (10321.520000 sec): 3 clusters
  Score: Raw -331844.032482 + Penalty 2579.182159 = -329264.850323
  nChanged 42
		SP:Iteration 17Q (10321.710000 sec): 3 clusters
  Score: Raw -331886.121697 + Penalty 2579.182159 = -329306.939538
  nChanged 29
		SP:Iteration 18Q (10321.900000 sec): 3 clusters
  Score: Raw -331905.618370 + Penalty 2579.182159 = -329326.436211
  nChanged 19
		SP:Iteration 19Q (10322.080000 sec): 3 clusters
  Score: Raw -331917.083726 + Penalty 2579.182159 = -329337.901568
  nChanged 24
		SP:Iteration 20F (10322.300000 sec): 3 clusters
  Score: Raw -331937.863810 + Penalty 2579.182159 = -329358.681652
  nChanged 20
		SP:Iteration 21Q (10322.480000 sec): 3 clusters
  Score: Raw -331950.852628 + Penalty 2579.182159 = -329371.670470
  nChanged 17
		SP:Iteration 22Q (10322.670000 sec): 3 clusters
  Score: Raw -331964.051029 + Penalty 2579.182159 = -329384.868870
  nChanged 15
		SP:Iteration 23Q (10322.840000 sec): 3 clusters
  Score: Raw -331972.249016 + Penalty 2579.182159 = -329393.066858
  nChanged 7
		SP:Iteration 24Q (10323.040000 sec): 3 clusters
  Score: Raw -331976.286841 + Penalty 2579.182159 = -329397.104683
  nChanged 7
		SP:Iteration 25Q (10323.180000 sec): 3 clusters
  Score: Raw -331979.512241 + Penalty 2579.182159 = -329400.330083
  nChanged 9
		SP:Iteration 26Q (10323.380000 sec): 3 clusters
  Score: Raw -331982.720235 + Penalty 2579.182159 = -329403.538077
  nChanged 4
		SP:Iteration 27Q (10323.560000 sec): 3 clusters
  Score: Raw -331983.937616 + Penalty 2579.182159 = -329404.755458
  nChanged 2
		SP:Iteration 28Q (10323.720000 sec): 3 clusters
  Score: Raw -331984.739751 + Penalty 2579.182159 = -329405.557592
  nChanged 1
		SP:Iteration 29Q (10323.920000 sec): 3 clusters
  Score: Raw -331985.120525 + Penalty 2579.182159 = -329405.938367
  nChanged 0
		SP:Iteration 30F (10324.090000 sec): 3 clusters
  Score: Raw -331985.120525 + Penalty 2579.182159 = -329405.938367
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10324.200000 sec): 2 clusters
  Score: Raw -300873.616641 + Penalty 1292.414231 = -299581.202410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10324.380000 sec): 3 clusters
  Score: Raw -299558.963108 + Penalty 2584.828463 = -296974.134645
  nChanged 1071
		SP:Iteration 1F (10324.560000 sec): 3 clusters
  Score: Raw -300226.533285 + Penalty 2584.828463 = -297641.704823
  nChanged 220
		SP:Iteration 2F (10324.740000 sec): 3 clusters
  Score: Raw -300393.887238 + Penalty 2584.828463 = -297809.058775
  nChanged 170
		SP:Iteration 3F (10324.890000 sec): 3 clusters
  Score: Raw -300550.754226 + Penalty 2584.828463 = -297965.925763
  nChanged 155
		SP:Iteration 4F (10325.070000 sec): 3 clusters
  Score: Raw -300726.998717 + Penalty 2584.828463 = -298142.170255
  nChanged 157
		SP:Iteration 5F (10325.260000 sec): 3 clusters
  Score: Raw -300902.528174 + Penalty 2584.828463 = -298317.699711
  nChanged 152
		SP:Iteration 6F (10325.500000 sec): 3 clusters
  Score: Raw -301080.930236 + Penalty 2584.828463 = -298496.101773
  nChanged 139
		SP:Iteration 7Q (10325.660000 sec): 3 clusters
  Score: Raw -301230.989435 + Penalty 2584.828463 = -298646.160973
  nChanged 106
		SP:Iteration 8Q (10325.830000 sec): 3 clusters
  Score: Raw -301336.286839 + Penalty 2584.828463 = -298751.458376
  nChanged 91
		SP:Iteration 9Q (10326.030000 sec): 3 clusters
  Score: Raw -301418.723917 + Penalty 2584.828463 = -298833.895454
  nChanged 77
		SP:Iteration 10Q (10326.210000 sec): 3 clusters
  Score: Raw -301495.491768 + Penalty 2584.828463 = -298910.663305
  nChanged 57
		SP:Iteration 11Q (10326.410000 sec): 3 clusters
  Score: Raw -301544.682026 + Penalty 2584.828463 = -298959.853564
  nChanged 55
		SP:Iteration 12Q (10326.570000 sec): 3 clusters
  Score: Raw -301585.826197 + Penalty 2584.828463 = -299000.997734
  nChanged 51
		SP:Iteration 13Q (10326.750000 sec): 3 clusters
  Score: Raw -301624.805479 + Penalty 2584.828463 = -299039.977016
  nChanged 51
		SP:Iteration 14Q (10326.950000 sec): 3 clusters
  Score: Raw -301668.658353 + Penalty 2584.828463 = -299083.829891
  nChanged 55
		SP:Iteration 15Q (10327.110000 sec): 3 clusters
  Score: Raw -301708.648124 + Penalty 2584.828463 = -299123.819661
  nChanged 34
		SP:Iteration 16Q (10327.310000 sec): 3 clusters
  Score: Raw -301730.636665 + Penalty 2584.828463 = -299145.808202
  nChanged 36
		SP:Iteration 17Q (10327.480000 sec): 3 clusters
  Score: Raw -301751.722295 + Penalty 2584.828463 = -299166.893833
  nChanged 30
		SP:Iteration 18Q (10327.660000 sec): 3 clusters
  Score: Raw -301765.737598 + Penalty 2584.828463 = -299180.909135
  nChanged 24
		SP:Iteration 19Q (10327.830000 sec): 3 clusters
  Score: Raw -301780.300802 + Penalty 2584.828463 = -299195.472339
  nChanged 25
		SP:Iteration 20F (10328.000000 sec): 3 clusters
  Score: Raw -301807.003375 + Penalty 2584.828463 = -299222.174913
  nChanged 29
		SP:Iteration 21Q (10328.140000 sec): 3 clusters
  Score: Raw -301828.112883 + Penalty 2584.828463 = -299243.284420
  nChanged 34
		SP:Iteration 22Q (10328.280000 sec): 3 clusters
  Score: Raw -301851.071099 + Penalty 2584.828463 = -299266.242636
  nChanged 34
		SP:Iteration 23Q (10328.450000 sec): 3 clusters
  Score: Raw -301880.071871 + Penalty 2584.828463 = -299295.243408
  nChanged 33
		SP:Iteration 24Q (10328.600000 sec): 3 clusters
  Score: Raw -301903.876630 + Penalty 2584.828463 = -299319.048168
  nChanged 28
		SP:Iteration 25Q (10328.770000 sec): 3 clusters
  Score: Raw -301918.124651 + Penalty 2584.828463 = -299333.296189
  nChanged 16
		SP:Iteration 26Q (10328.980000 sec): 3 clusters
  Score: Raw -301926.476431 + Penalty 2584.828463 = -299341.647968
  nChanged 18
		SP:Iteration 27Q (10329.160000 sec): 3 clusters
  Score: Raw -301938.022950 + Penalty 2584.828463 = -299353.194488
  nChanged 23
		SP:Iteration 28Q (10329.340000 sec): 3 clusters
  Score: Raw -301948.111945 + Penalty 2584.828463 = -299363.283483
  nChanged 17
		SP:Iteration 29Q (10329.540000 sec): 3 clusters
  Score: Raw -301954.320653 + Penalty 2584.828463 = -299369.492191
  nChanged 11
		SP:Iteration 30Q (10329.690000 sec): 3 clusters
  Score: Raw -301957.813457 + Penalty 2584.828463 = -299372.984994
  nChanged 9
		SP:Iteration 31Q (10329.910000 sec): 3 clusters
  Score: Raw -301960.820459 + Penalty 2584.828463 = -299375.991996
  nChanged 8
		SP:Iteration 32Q (10330.100000 sec): 3 clusters
  Score: Raw -301963.770008 + Penalty 2584.828463 = -299378.941545
  nChanged 6
		SP:Iteration 33Q (10330.260000 sec): 3 clusters
  Score: Raw -301965.963348 + Penalty 2584.828463 = -299381.134886
  nChanged 5
		SP:Iteration 34Q (10330.460000 sec): 3 clusters
  Score: Raw -301967.587263 + Penalty 2584.828463 = -299382.758801
  nChanged 5
		SP:Iteration 35Q (10330.630000 sec): 3 clusters
  Score: Raw -301969.619384 + Penalty 2584.828463 = -299384.790921
  nChanged 3
		SP:Iteration 36Q (10330.820000 sec): 3 clusters
  Score: Raw -301971.037205 + Penalty 2584.828463 = -299386.208742
  nChanged 4
		SP:Iteration 37Q (10331.030000 sec): 3 clusters
  Score: Raw -301973.642447 + Penalty 2584.828463 = -299388.813984
  nChanged 10
		SP:Iteration 38Q (10331.220000 sec): 3 clusters
  Score: Raw -301979.817990 + Penalty 2584.828463 = -299394.989527
  nChanged 7
		SP:Iteration 39Q (10331.420000 sec): 3 clusters
  Score: Raw -301983.463718 + Penalty 2584.828463 = -299398.635255
  nChanged 6
		SP:Iteration 40F (10331.590000 sec): 3 clusters
  Score: Raw -301985.834924 + Penalty 2584.828463 = -299401.006462
  nChanged 4
		SP:Iteration 41Q (10331.800000 sec): 3 clusters
  Score: Raw -301987.364388 + Penalty 2584.828463 = -299402.535925
  nChanged 7
		SP:Iteration 42Q (10332.020000 sec): 3 clusters
  Score: Raw -301996.335057 + Penalty 2584.828463 = -299411.506594
  nChanged 16
		SP:Iteration 43Q (10332.180000 sec): 3 clusters
  Score: Raw -302012.334531 + Penalty 2584.828463 = -299427.506068
  nChanged 15
		SP:Iteration 44Q (10332.380000 sec): 3 clusters
  Score: Raw -302020.785210 + Penalty 2584.828463 = -299435.956747
  nChanged 9
		SP:Iteration 45Q (10332.580000 sec): 3 clusters
  Score: Raw -302026.478651 + Penalty 2584.828463 = -299441.650189
  nChanged 6
		SP:Iteration 46Q (10332.770000 sec): 3 clusters
  Score: Raw -302031.607677 + Penalty 2584.828463 = -299446.779215
  nChanged 4
		SP:Iteration 47Q (10332.980000 sec): 3 clusters
  Score: Raw -302033.193870 + Penalty 2584.828463 = -299448.365407
  nChanged 3
		SP:Iteration 48Q (10333.170000 sec): 3 clusters
  Score: Raw -302034.749930 + Penalty 2584.828463 = -299449.921467
  nChanged 4
		SP:Iteration 49Q (10333.360000 sec): 3 clusters
  Score: Raw -302036.980535 + Penalty 2584.828463 = -299452.152073
  nChanged 3
		SP:Iteration 50Q (10333.510000 sec): 3 clusters
  Score: Raw -302037.891315 + Penalty 2584.828463 = -299453.062852
  nChanged 3
		SP:Iteration 51Q (10333.710000 sec): 3 clusters
  Score: Raw -302038.484545 + Penalty 2584.828463 = -299453.656083
  nChanged 2
		SP:Iteration 52Q (10333.950000 sec): 3 clusters
  Score: Raw -302038.728887 + Penalty 2584.828463 = -299453.900424
  nChanged 1
		SP:Iteration 53Q (10334.120000 sec): 3 clusters
  Score: Raw -302039.398049 + Penalty 2584.828463 = -299454.569586
  nChanged 1
		SP:Iteration 54Q (10334.310000 sec): 3 clusters
  Score: Raw -302039.773127 + Penalty 2584.828463 = -299454.944664
  nChanged 0
		SP:Iteration 55F (10334.480000 sec): 3 clusters
  Score: Raw -302039.773127 + Penalty 2584.828463 = -299454.944664
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10334.570000 sec): 2 clusters
  Score: Raw -152749.623878 + Penalty 1164.768992 = -151584.854886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10334.700000 sec): 3 clusters
  Score: Raw -152302.015284 + Penalty 2329.537985 = -149972.477299
  nChanged 438
		SP:Iteration 1F (10334.860000 sec): 3 clusters
  Score: Raw -152735.441643 + Penalty 2329.537985 = -150405.903658
  nChanged 133
		SP:Iteration 2F (10335.050000 sec): 3 clusters
  Score: Raw -153060.396317 + Penalty 2329.537985 = -150730.858333
  nChanged 131
		SP:Iteration 3F (10335.230000 sec): 3 clusters
  Score: Raw -153410.386618 + Penalty 2329.537985 = -151080.848633
  nChanged 93
		SP:Iteration 4F (10335.410000 sec): 3 clusters
  Score: Raw -153548.745916 + Penalty 2329.537985 = -151219.207931
  nChanged 44
		SP:Iteration 5Q (10335.570000 sec): 3 clusters
  Score: Raw -153605.636244 + Penalty 2329.537985 = -151276.098259
  nChanged 25
		SP:Iteration 6Q (10335.770000 sec): 3 clusters
  Score: Raw -153635.738497 + Penalty 2329.537985 = -151306.200512
  nChanged 10
		SP:Iteration 7Q (10335.980000 sec): 3 clusters
  Score: Raw -153641.964898 + Penalty 2329.537985 = -151312.426913
  nChanged 6
		SP:Iteration 8Q (10336.150000 sec): 3 clusters
  Score: Raw -153646.645273 + Penalty 2329.537985 = -151317.107288
  nChanged 3
		SP:Iteration 9Q (10336.340000 sec): 3 clusters
  Score: Raw -153649.720685 + Penalty 2329.537985 = -151320.182701
  nChanged 4
		SP:Iteration 10Q (10336.490000 sec): 3 clusters
  Score: Raw -153656.910280 + Penalty 2329.537985 = -151327.372295
  nChanged 4
		SP:Iteration 11Q (10336.700000 sec): 3 clusters
  Score: Raw -153663.859601 + Penalty 2329.537985 = -151334.321616
  nChanged 1
		SP:Iteration 12Q (10336.900000 sec): 3 clusters
  Score: Raw -153664.530308 + Penalty 2329.537985 = -151334.992323
  nChanged 0
		SP:Iteration 13F (10337.100000 sec): 3 clusters
  Score: Raw -153664.530308 + Penalty 2329.537985 = -151334.992323
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10337.220000 sec): 2 clusters
  Score: Raw -408863.542416 + Penalty 1322.848644 = -407540.693772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10337.410000 sec): 3 clusters
  Score: Raw -407183.013496 + Penalty 2645.697289 = -404537.316207
  nChanged 1310
		SP:Iteration 1F (10337.640000 sec): 3 clusters
  Score: Raw -407904.858653 + Penalty 2645.697289 = -405259.161364
  nChanged 241
		SP:Iteration 2F (10337.850000 sec): 3 clusters
  Score: Raw -408039.221118 + Penalty 2645.697289 = -405393.523829
  nChanged 172
		SP:Iteration 3F (10338.010000 sec): 3 clusters
  Score: Raw -408143.847292 + Penalty 2645.697289 = -405498.150003
  nChanged 162
		SP:Iteration 4Q (10338.200000 sec): 3 clusters
  Score: Raw -408247.364868 + Penalty 2645.697289 = -405601.667579
  nChanged 135
		SP:Iteration 5Q (10338.410000 sec): 3 clusters
  Score: Raw -408322.887447 + Penalty 2645.697289 = -405677.190158
  nChanged 102
		SP:Iteration 6Q (10338.640000 sec): 3 clusters
  Score: Raw -408374.465944 + Penalty 2645.697289 = -405728.768655
  nChanged 84
		SP:Iteration 7Q (10338.820000 sec): 3 clusters
  Score: Raw -408417.436218 + Penalty 2645.697289 = -405771.738929
  nChanged 80
		SP:Iteration 8Q (10338.980000 sec): 3 clusters
  Score: Raw -408461.808447 + Penalty 2645.697289 = -405816.111158
  nChanged 64
		SP:Iteration 9Q (10339.210000 sec): 3 clusters
  Score: Raw -408493.034614 + Penalty 2645.697289 = -405847.337325
  nChanged 59
		SP:Iteration 10Q (10339.360000 sec): 3 clusters
  Score: Raw -408520.717491 + Penalty 2645.697289 = -405875.020202
  nChanged 62
		SP:Iteration 11Q (10339.550000 sec): 3 clusters
  Score: Raw -408546.522637 + Penalty 2645.697289 = -405900.825348
  nChanged 49
		SP:Iteration 12Q (10339.760000 sec): 3 clusters
  Score: Raw -408570.976251 + Penalty 2645.697289 = -405925.278963
  nChanged 49
		SP:Iteration 13Q (10339.940000 sec): 3 clusters
  Score: Raw -408594.840994 + Penalty 2645.697289 = -405949.143705
  nChanged 49
		SP:Iteration 14Q (10340.120000 sec): 3 clusters
  Score: Raw -408616.583283 + Penalty 2645.697289 = -405970.885994
  nChanged 37
		SP:Iteration 15Q (10340.320000 sec): 3 clusters
  Score: Raw -408631.777629 + Penalty 2645.697289 = -405986.080340
  nChanged 32
		SP:Iteration 16Q (10340.510000 sec): 3 clusters
  Score: Raw -408644.274860 + Penalty 2645.697289 = -405998.577571
  nChanged 37
		SP:Iteration 17Q (10340.720000 sec): 3 clusters
  Score: Raw -408657.819131 + Penalty 2645.697289 = -406012.121842
  nChanged 37
		SP:Iteration 18Q (10340.870000 sec): 3 clusters
  Score: Raw -408670.600838 + Penalty 2645.697289 = -406024.903549
  nChanged 34
		SP:Iteration 19Q (10341.060000 sec): 3 clusters
  Score: Raw -408686.459779 + Penalty 2645.697289 = -406040.762490
  nChanged 37
		SP:Iteration 20F (10341.240000 sec): 3 clusters
  Score: Raw -408707.173755 + Penalty 2645.697289 = -406061.476466
  nChanged 52
		SP:Iteration 21Q (10341.440000 sec): 3 clusters
  Score: Raw -408740.254605 + Penalty 2645.697289 = -406094.557316
  nChanged 60
		SP:Iteration 22Q (10341.630000 sec): 3 clusters
  Score: Raw -408776.561886 + Penalty 2645.697289 = -406130.864597
  nChanged 58
		SP:Iteration 23Q (10341.810000 sec): 3 clusters
  Score: Raw -408805.912156 + Penalty 2645.697289 = -406160.214867
  nChanged 49
		SP:Iteration 24Q (10341.980000 sec): 3 clusters
  Score: Raw -408828.928797 + Penalty 2645.697289 = -406183.231508
  nChanged 42
		SP:Iteration 25Q (10342.200000 sec): 3 clusters
  Score: Raw -408846.403134 + Penalty 2645.697289 = -406200.705845
  nChanged 34
		SP:Iteration 26Q (10342.400000 sec): 3 clusters
  Score: Raw -408865.796895 + Penalty 2645.697289 = -406220.099607
  nChanged 35
		SP:Iteration 27Q (10342.600000 sec): 3 clusters
  Score: Raw -408886.944717 + Penalty 2645.697289 = -406241.247428
  nChanged 32
		SP:Iteration 28Q (10342.770000 sec): 3 clusters
  Score: Raw -408901.295370 + Penalty 2645.697289 = -406255.598081
  nChanged 26
		SP:Iteration 29Q (10342.990000 sec): 3 clusters
  Score: Raw -408913.061889 + Penalty 2645.697289 = -406267.364600
  nChanged 21
		SP:Iteration 30Q (10343.180000 sec): 3 clusters
  Score: Raw -408920.252424 + Penalty 2645.697289 = -406274.555135
  nChanged 16
		SP:Iteration 31Q (10343.350000 sec): 3 clusters
  Score: Raw -408927.258594 + Penalty 2645.697289 = -406281.561305
  nChanged 17
		SP:Iteration 32Q (10343.520000 sec): 3 clusters
  Score: Raw -408934.836188 + Penalty 2645.697289 = -406289.138899
  nChanged 18
		SP:Iteration 33Q (10343.720000 sec): 3 clusters
  Score: Raw -408941.852051 + Penalty 2645.697289 = -406296.154762
  nChanged 16
		SP:Iteration 34Q (10343.910000 sec): 3 clusters
  Score: Raw -408950.933651 + Penalty 2645.697289 = -406305.236362
  nChanged 19
		SP:Iteration 35Q (10344.090000 sec): 3 clusters
  Score: Raw -408963.222060 + Penalty 2645.697289 = -406317.524771
  nChanged 23
		SP:Iteration 36Q (10344.280000 sec): 3 clusters
  Score: Raw -408980.218852 + Penalty 2645.697289 = -406334.521563
  nChanged 25
		SP:Iteration 37Q (10344.470000 sec): 3 clusters
  Score: Raw -408994.923761 + Penalty 2645.697289 = -406349.226472
  nChanged 26
		SP:Iteration 38Q (10344.660000 sec): 3 clusters
  Score: Raw -409007.920888 + Penalty 2645.697289 = -406362.223599
  nChanged 15
		SP:Iteration 39Q (10344.860000 sec): 3 clusters
  Score: Raw -409015.330814 + Penalty 2645.697289 = -406369.633525
  nChanged 11
		SP:Iteration 40F (10345.060000 sec): 3 clusters
  Score: Raw -409022.746707 + Penalty 2645.697289 = -406377.049419
  nChanged 13
		SP:Iteration 41Q (10345.270000 sec): 3 clusters
  Score: Raw -409029.017009 + Penalty 2645.697289 = -406383.319720
  nChanged 6
		SP:Iteration 42Q (10345.480000 sec): 3 clusters
  Score: Raw -409033.939925 + Penalty 2645.697289 = -406388.242636
  nChanged 12
		SP:Iteration 43Q (10345.650000 sec): 3 clusters
  Score: Raw -409042.825200 + Penalty 2645.697289 = -406397.127911
  nChanged 15
		SP:Iteration 44Q (10345.830000 sec): 3 clusters
  Score: Raw -409051.110165 + Penalty 2645.697289 = -406405.412876
  nChanged 16
		SP:Iteration 45Q (10345.990000 sec): 3 clusters
  Score: Raw -409061.386526 + Penalty 2645.697289 = -406415.689238
  nChanged 18
		SP:Iteration 46Q (10346.190000 sec): 3 clusters
  Score: Raw -409074.449577 + Penalty 2645.697289 = -406428.752288
  nChanged 13
		SP:Iteration 47Q (10346.380000 sec): 3 clusters
  Score: Raw -409089.086156 + Penalty 2645.697289 = -406443.388867
  nChanged 18
		SP:Iteration 48Q (10346.530000 sec): 3 clusters
  Score: Raw -409101.960731 + Penalty 2645.697289 = -406456.263442
  nChanged 10
		SP:Iteration 49Q (10346.760000 sec): 3 clusters
  Score: Raw -409107.586699 + Penalty 2645.697289 = -406461.889410
  nChanged 13
		SP:Iteration 50Q (10346.920000 sec): 3 clusters
  Score: Raw -409119.039498 + Penalty 2645.697289 = -406473.342209
  nChanged 10
		SP:Iteration 51Q (10347.100000 sec): 3 clusters
  Score: Raw -409128.458426 + Penalty 2645.697289 = -406482.761137
  nChanged 10
		SP:Iteration 52Q (10347.300000 sec): 3 clusters
  Score: Raw -409135.811753 + Penalty 2645.697289 = -406490.114464
  nChanged 8
		SP:Iteration 53Q (10347.520000 sec): 3 clusters
  Score: Raw -409142.612821 + Penalty 2645.697289 = -406496.915533
  nChanged 8
		SP:Iteration 54Q (10347.710000 sec): 3 clusters
  Score: Raw -409148.262864 + Penalty 2645.697289 = -406502.565576
  nChanged 8
		SP:Iteration 55Q (10347.880000 sec): 3 clusters
  Score: Raw -409153.566785 + Penalty 2645.697289 = -406507.869496
  nChanged 5
		SP:Iteration 56Q (10348.100000 sec): 3 clusters
  Score: Raw -409160.577006 + Penalty 2645.697289 = -406514.879717
  nChanged 6
		SP:Iteration 57Q (10348.240000 sec): 3 clusters
  Score: Raw -409165.175561 + Penalty 2645.697289 = -406519.478272
  nChanged 3
		SP:Iteration 58Q (10348.460000 sec): 3 clusters
  Score: Raw -409166.652127 + Penalty 2645.697289 = -406520.954838
  nChanged 4
		SP:Iteration 59Q (10348.650000 sec): 3 clusters
  Score: Raw -409171.291286 + Penalty 2645.697289 = -406525.593997
  nChanged 3
		SP:Iteration 60F (10348.830000 sec): 3 clusters
  Score: Raw -409173.502639 + Penalty 2645.697289 = -406527.805350
  nChanged 2
		SP:Iteration 61Q (10349.040000 sec): 3 clusters
  Score: Raw -409174.306777 + Penalty 2645.697289 = -406528.609488
  nChanged 1
		SP:Iteration 62Q (10349.210000 sec): 3 clusters
  Score: Raw -409175.572257 + Penalty 2645.697289 = -406529.874968
  nChanged 0
		SP:Iteration 63F (10349.430000 sec): 3 clusters
  Score: Raw -409175.572257 + Penalty 2645.697289 = -406529.874968
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (4815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10349.560000 sec): 2 clusters
  Score: Raw -555696.194592 + Penalty 1377.917340 = -554318.277252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10349.760000 sec): 3 clusters
  Score: Raw -553300.303119 + Penalty 2755.834680 = -550544.468438
  nChanged 1924
		SP:Iteration 1F (10349.950000 sec): 3 clusters
  Score: Raw -554489.297740 + Penalty 2755.834680 = -551733.463060
  nChanged 394
		SP:Iteration 2F (10350.190000 sec): 3 clusters
  Score: Raw -554769.676979 + Penalty 2755.834680 = -552013.842299
  nChanged 311
		SP:Iteration 3F (10350.370000 sec): 3 clusters
  Score: Raw -555004.764692 + Penalty 2755.834680 = -552248.930011
  nChanged 271
		SP:Iteration 4F (10350.590000 sec): 3 clusters
  Score: Raw -555191.237722 + Penalty 2755.834680 = -552435.403042
  nChanged 226
		SP:Iteration 5Q (10350.760000 sec): 3 clusters
  Score: Raw -555351.774632 + Penalty 2755.834680 = -552595.939951
  nChanged 198
		SP:Iteration 6Q (10350.960000 sec): 3 clusters
  Score: Raw -555493.781401 + Penalty 2755.834680 = -552737.946721
  nChanged 171
		SP:Iteration 7Q (10351.190000 sec): 3 clusters
  Score: Raw -555598.455863 + Penalty 2755.834680 = -552842.621182
  nChanged 155
		SP:Iteration 8Q (10351.420000 sec): 3 clusters
  Score: Raw -555697.228319 + Penalty 2755.834680 = -552941.393638
  nChanged 140
		SP:Iteration 9Q (10351.580000 sec): 3 clusters
  Score: Raw -555783.947579 + Penalty 2755.834680 = -553028.112899
  nChanged 119
		SP:Iteration 10Q (10351.780000 sec): 3 clusters
  Score: Raw -555879.584149 + Penalty 2755.834680 = -553123.749468
  nChanged 143
		SP:Iteration 11Q (10351.950000 sec): 3 clusters
  Score: Raw -556001.227313 + Penalty 2755.834680 = -553245.392632
  nChanged 138
		SP:Iteration 12Q (10352.150000 sec): 3 clusters
  Score: Raw -556113.250923 + Penalty 2755.834680 = -553357.416242
  nChanged 143
		SP:Iteration 13Q (10352.370000 sec): 3 clusters
  Score: Raw -556226.969481 + Penalty 2755.834680 = -553471.134800
  nChanged 127
		SP:Iteration 14Q (10352.580000 sec): 3 clusters
  Score: Raw -556335.376712 + Penalty 2755.834680 = -553579.542031
  nChanged 128
		SP:Iteration 15Q (10352.790000 sec): 3 clusters
  Score: Raw -556444.398817 + Penalty 2755.834680 = -553688.564137
  nChanged 110
		SP:Iteration 16Q (10353.010000 sec): 3 clusters
  Score: Raw -556524.088181 + Penalty 2755.834680 = -553768.253501
  nChanged 93
		SP:Iteration 17Q (10353.170000 sec): 3 clusters
  Score: Raw -556597.604561 + Penalty 2755.834680 = -553841.769881
  nChanged 84
		SP:Iteration 18Q (10353.340000 sec): 3 clusters
  Score: Raw -556660.764561 + Penalty 2755.834680 = -553904.929880
  nChanged 67
		SP:Iteration 19Q (10353.540000 sec): 3 clusters
  Score: Raw -556689.212277 + Penalty 2755.834680 = -553933.377597
  nChanged 49
		SP:Iteration 20F (10353.730000 sec): 3 clusters
  Score: Raw -556713.798656 + Penalty 2755.834680 = -553957.963975
  nChanged 39
		SP:Iteration 21Q (10353.940000 sec): 3 clusters
  Score: Raw -556735.623617 + Penalty 2755.834680 = -553979.788936
  nChanged 49
		SP:Iteration 22Q (10354.100000 sec): 3 clusters
  Score: Raw -556768.104260 + Penalty 2755.834680 = -554012.269580
  nChanged 59
		SP:Iteration 23Q (10354.290000 sec): 3 clusters
  Score: Raw -556802.214488 + Penalty 2755.834680 = -554046.379807
  nChanged 56
		SP:Iteration 24Q (10354.530000 sec): 3 clusters
  Score: Raw -556837.540086 + Penalty 2755.834680 = -554081.705406
  nChanged 50
		SP:Iteration 25Q (10354.710000 sec): 3 clusters
  Score: Raw -556878.675574 + Penalty 2755.834680 = -554122.840894
  nChanged 69
		SP:Iteration 26Q (10354.910000 sec): 3 clusters
  Score: Raw -556940.899970 + Penalty 2755.834680 = -554185.065289
  nChanged 63
		SP:Iteration 27Q (10355.150000 sec): 3 clusters
  Score: Raw -556993.631231 + Penalty 2755.834680 = -554237.796550
  nChanged 50
		SP:Iteration 28Q (10355.370000 sec): 3 clusters
  Score: Raw -557029.144874 + Penalty 2755.834680 = -554273.310194
  nChanged 52
		SP:Iteration 29Q (10355.570000 sec): 3 clusters
  Score: Raw -557053.587363 + Penalty 2755.834680 = -554297.752683
  nChanged 44
		SP:Iteration 30Q (10355.770000 sec): 3 clusters
  Score: Raw -557068.865386 + Penalty 2755.834680 = -554313.030705
  nChanged 22
		SP:Iteration 31Q (10355.970000 sec): 3 clusters
  Score: Raw -557084.357342 + Penalty 2755.834680 = -554328.522662
  nChanged 16
		SP:Iteration 32Q (10356.170000 sec): 3 clusters
  Score: Raw -557088.347111 + Penalty 2755.834680 = -554332.512431
  nChanged 11
		SP:Iteration 33Q (10356.380000 sec): 3 clusters
  Score: Raw -557090.986272 + Penalty 2755.834680 = -554335.151591
  nChanged 8
		SP:Iteration 34Q (10356.550000 sec): 3 clusters
  Score: Raw -557092.465583 + Penalty 2755.834680 = -554336.630903
  nChanged 6
		SP:Iteration 35Q (10356.730000 sec): 3 clusters
  Score: Raw -557093.632773 + Penalty 2755.834680 = -554337.798093
  nChanged 5
		SP:Iteration 36Q (10356.930000 sec): 3 clusters
  Score: Raw -557094.993868 + Penalty 2755.834680 = -554339.159188
  nChanged 5
		SP:Iteration 37Q (10357.100000 sec): 3 clusters
  Score: Raw -557095.935512 + Penalty 2755.834680 = -554340.100831
  nChanged 3
		SP:Iteration 38Q (10357.320000 sec): 3 clusters
  Score: Raw -557096.410019 + Penalty 2755.834680 = -554340.575339
  nChanged 2
		SP:Iteration 39Q (10357.540000 sec): 3 clusters
  Score: Raw -557096.682587 + Penalty 2755.834680 = -554340.847907
  nChanged 1
		SP:Iteration 40F (10357.710000 sec): 3 clusters
  Score: Raw -557096.965216 + Penalty 2755.834680 = -554341.130535
  nChanged 1
		SP:Iteration 41Q (10357.940000 sec): 3 clusters
  Score: Raw -557097.071217 + Penalty 2755.834680 = -554341.236537
  nChanged 1
		SP:Iteration 42Q (10358.110000 sec): 3 clusters
  Score: Raw -557097.173657 + Penalty 2755.834680 = -554341.338976
  nChanged 0
		SP:Iteration 43F (10358.310000 sec): 3 clusters
  Score: Raw -557097.173657 + Penalty 2755.834680 = -554341.338976
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10358.420000 sec): 2 clusters
  Score: Raw -317544.302758 + Penalty 1288.307410 = -316255.995348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10358.600000 sec): 3 clusters
  Score: Raw -316268.087411 + Penalty 2576.614820 = -313691.472591
  nChanged 1027
		SP:Iteration 1F (10358.770000 sec): 3 clusters
  Score: Raw -316903.073924 + Penalty 2576.614820 = -314326.459103
  nChanged 228
		SP:Iteration 2F (10358.970000 sec): 3 clusters
  Score: Raw -317057.209077 + Penalty 2576.614820 = -314480.594257
  nChanged 151
		SP:Iteration 3F (10359.170000 sec): 3 clusters
  Score: Raw -317159.858133 + Penalty 2576.614820 = -314583.243313
  nChanged 136
		SP:Iteration 4Q (10359.320000 sec): 3 clusters
  Score: Raw -317265.511320 + Penalty 2576.614820 = -314688.896499
  nChanged 111
		SP:Iteration 5Q (10359.520000 sec): 3 clusters
  Score: Raw -317346.680549 + Penalty 2576.614820 = -314770.065729
  nChanged 89
		SP:Iteration 6Q (10359.690000 sec): 3 clusters
  Score: Raw -317402.555954 + Penalty 2576.614820 = -314825.941133
  nChanged 77
		SP:Iteration 7Q (10359.910000 sec): 3 clusters
  Score: Raw -317463.692316 + Penalty 2576.614820 = -314887.077496
  nChanged 89
		SP:Iteration 8Q (10360.130000 sec): 3 clusters
  Score: Raw -317542.194628 + Penalty 2576.614820 = -314965.579808
  nChanged 89
		SP:Iteration 9Q (10360.290000 sec): 3 clusters
  Score: Raw -317613.099186 + Penalty 2576.614820 = -315036.484365
  nChanged 88
		SP:Iteration 10Q (10360.510000 sec): 3 clusters
  Score: Raw -317687.830921 + Penalty 2576.614820 = -315111.216101
  nChanged 83
		SP:Iteration 11Q (10360.710000 sec): 3 clusters
  Score: Raw -317750.682314 + Penalty 2576.614820 = -315174.067493
  nChanged 66
		SP:Iteration 12Q (10360.880000 sec): 3 clusters
  Score: Raw -317805.974928 + Penalty 2576.614820 = -315229.360108
  nChanged 65
		SP:Iteration 13Q (10361.110000 sec): 3 clusters
  Score: Raw -317859.865610 + Penalty 2576.614820 = -315283.250789
  nChanged 57
		SP:Iteration 14Q (10361.290000 sec): 3 clusters
  Score: Raw -317904.473618 + Penalty 2576.614820 = -315327.858798
  nChanged 47
		SP:Iteration 15Q (10361.510000 sec): 3 clusters
  Score: Raw -317936.294752 + Penalty 2576.614820 = -315359.679931
  nChanged 45
		SP:Iteration 16Q (10361.690000 sec): 3 clusters
  Score: Raw -317962.703549 + Penalty 2576.614820 = -315386.088729
  nChanged 35
		SP:Iteration 17Q (10361.840000 sec): 3 clusters
  Score: Raw -317981.106006 + Penalty 2576.614820 = -315404.491185
  nChanged 20
		SP:Iteration 18Q (10362.000000 sec): 3 clusters
  Score: Raw -317988.939230 + Penalty 2576.614820 = -315412.324410
  nChanged 19
		SP:Iteration 19Q (10362.170000 sec): 3 clusters
  Score: Raw -318003.250581 + Penalty 2576.614820 = -315426.635761
  nChanged 14
		SP:Iteration 20F (10362.380000 sec): 3 clusters
  Score: Raw -318010.564559 + Penalty 2576.614820 = -315433.949738
  nChanged 17
		SP:Iteration 21Q (10362.570000 sec): 3 clusters
  Score: Raw -318022.502355 + Penalty 2576.614820 = -315445.887535
  nChanged 23
		SP:Iteration 22Q (10362.750000 sec): 3 clusters
  Score: Raw -318038.738605 + Penalty 2576.614820 = -315462.123784
  nChanged 28
		SP:Iteration 23Q (10362.930000 sec): 3 clusters
  Score: Raw -318061.887330 + Penalty 2576.614820 = -315485.272509
  nChanged 25
		SP:Iteration 24Q (10363.120000 sec): 3 clusters
  Score: Raw -318080.694222 + Penalty 2576.614820 = -315504.079402
  nChanged 27
		SP:Iteration 25Q (10363.340000 sec): 3 clusters
  Score: Raw -318102.346408 + Penalty 2576.614820 = -315525.731587
  nChanged 32
		SP:Iteration 26Q (10363.510000 sec): 3 clusters
  Score: Raw -318129.295910 + Penalty 2576.614820 = -315552.681090
  nChanged 24
		SP:Iteration 27Q (10363.690000 sec): 3 clusters
  Score: Raw -318142.418502 + Penalty 2576.614820 = -315565.803681
  nChanged 25
		SP:Iteration 28Q (10363.850000 sec): 3 clusters
  Score: Raw -318154.042069 + Penalty 2576.614820 = -315577.427249
  nChanged 21
		SP:Iteration 29Q (10364.020000 sec): 3 clusters
  Score: Raw -318163.970437 + Penalty 2576.614820 = -315587.355616
  nChanged 16
		SP:Iteration 30Q (10364.190000 sec): 3 clusters
  Score: Raw -318177.482712 + Penalty 2576.614820 = -315600.867892
  nChanged 22
		SP:Iteration 31Q (10364.390000 sec): 3 clusters
  Score: Raw -318192.114459 + Penalty 2576.614820 = -315615.499638
  nChanged 15
		SP:Iteration 32Q (10364.540000 sec): 3 clusters
  Score: Raw -318200.839071 + Penalty 2576.614820 = -315624.224251
  nChanged 16
		SP:Iteration 33Q (10364.730000 sec): 3 clusters
  Score: Raw -318208.202974 + Penalty 2576.614820 = -315631.588153
  nChanged 13
		SP:Iteration 34Q (10364.900000 sec): 3 clusters
  Score: Raw -318213.599280 + Penalty 2576.614820 = -315636.984460
  nChanged 12
		SP:Iteration 35Q (10365.090000 sec): 3 clusters
  Score: Raw -318218.659517 + Penalty 2576.614820 = -315642.044697
  nChanged 12
		SP:Iteration 36Q (10365.260000 sec): 3 clusters
  Score: Raw -318224.333133 + Penalty 2576.614820 = -315647.718313
  nChanged 10
		SP:Iteration 37Q (10365.450000 sec): 3 clusters
  Score: Raw -318230.858183 + Penalty 2576.614820 = -315654.243363
  nChanged 12
		SP:Iteration 38Q (10365.620000 sec): 3 clusters
  Score: Raw -318236.405192 + Penalty 2576.614820 = -315659.790372
  nChanged 8
		SP:Iteration 39Q (10365.820000 sec): 3 clusters
  Score: Raw -318240.218857 + Penalty 2576.614820 = -315663.604036
  nChanged 10
		SP:Iteration 40F (10366.010000 sec): 3 clusters
  Score: Raw -318242.951284 + Penalty 2576.614820 = -315666.336464
  nChanged 4
		SP:Iteration 41Q (10366.190000 sec): 3 clusters
  Score: Raw -318244.367411 + Penalty 2576.614820 = -315667.752591
  nChanged 2
		SP:Iteration 42Q (10366.380000 sec): 3 clusters
  Score: Raw -318245.165329 + Penalty 2576.614820 = -315668.550509
  nChanged 1
		SP:Iteration 43Q (10366.570000 sec): 3 clusters
  Score: Raw -318245.336397 + Penalty 2576.614820 = -315668.721576
  nChanged 1
		SP:Iteration 44Q (10366.750000 sec): 3 clusters
  Score: Raw -318245.917034 + Penalty 2576.614820 = -315669.302213
  nChanged 3
		SP:Iteration 45Q (10366.900000 sec): 3 clusters
  Score: Raw -318247.097034 + Penalty 2576.614820 = -315670.482213
  nChanged 5
		SP:Iteration 46Q (10367.090000 sec): 3 clusters
  Score: Raw -318249.162411 + Penalty 2576.614820 = -315672.547590
  nChanged 5
		SP:Iteration 47Q (10367.320000 sec): 3 clusters
  Score: Raw -318250.723120 + Penalty 2576.614820 = -315674.108300
  nChanged 5
		SP:Iteration 48Q (10367.470000 sec): 3 clusters
  Score: Raw -318253.511708 + Penalty 2576.614820 = -315676.896888
  nChanged 6
		SP:Iteration 49Q (10367.670000 sec): 3 clusters
  Score: Raw -318255.385709 + Penalty 2576.614820 = -315678.770889
  nChanged 7
		SP:Iteration 50Q (10367.830000 sec): 3 clusters
  Score: Raw -318258.269578 + Penalty 2576.614820 = -315681.654757
  nChanged 9
		SP:Iteration 51Q (10368.010000 sec): 3 clusters
  Score: Raw -318261.765847 + Penalty 2576.614820 = -315685.151027
  nChanged 8
		SP:Iteration 52Q (10368.220000 sec): 3 clusters
  Score: Raw -318265.871229 + Penalty 2576.614820 = -315689.256409
  nChanged 12
		SP:Iteration 53Q (10368.400000 sec): 3 clusters
  Score: Raw -318274.200218 + Penalty 2576.614820 = -315697.585398
  nChanged 12
		SP:Iteration 54Q (10368.570000 sec): 3 clusters
  Score: Raw -318280.407548 + Penalty 2576.614820 = -315703.792727
  nChanged 12
		SP:Iteration 55Q (10368.760000 sec): 3 clusters
  Score: Raw -318284.668333 + Penalty 2576.614820 = -315708.053513
  nChanged 7
		SP:Iteration 56Q (10369.010000 sec): 3 clusters
  Score: Raw -318287.059194 + Penalty 2576.614820 = -315710.444374
  nChanged 7
		SP:Iteration 57Q (10369.200000 sec): 3 clusters
  Score: Raw -318288.917389 + Penalty 2576.614820 = -315712.302568
  nChanged 2
		SP:Iteration 58Q (10369.400000 sec): 3 clusters
  Score: Raw -318290.152191 + Penalty 2576.614820 = -315713.537371
  nChanged 1
		SP:Iteration 59Q (10369.580000 sec): 3 clusters
  Score: Raw -318290.522292 + Penalty 2576.614820 = -315713.907472
  nChanged 1
		SP:Iteration 60F (10369.790000 sec): 3 clusters
  Score: Raw -318290.738574 + Penalty 2576.614820 = -315714.123754
  nChanged 1
		SP:Iteration 61Q (10369.990000 sec): 3 clusters
  Score: Raw -318290.832899 + Penalty 2576.614820 = -315714.218079
  nChanged 0
		SP:Iteration 62F (10370.130000 sec): 3 clusters
  Score: Raw -318290.832899 + Penalty 2576.614820 = -315714.218079
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (20045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10370.340000 sec): 2 clusters
  Score: Raw -2404207.331908 + Penalty 1609.681942 = -2402597.649967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10370.610000 sec): 3 clusters
  Score: Raw -2392072.965228 + Penalty 3219.363883 = -2388853.601345
  nChanged 9052
		SP:Iteration 1F (10370.890000 sec): 3 clusters
  Score: Raw -2397311.327451 + Penalty 3219.363883 = -2394091.963568
  nChanged 1210
		SP:Iteration 2F (10371.170000 sec): 3 clusters
  Score: Raw -2397853.370954 + Penalty 3219.363883 = -2394634.007071
  nChanged 1145
		SP:Iteration 3F (10371.430000 sec): 3 clusters
  Score: Raw -2398371.137933 + Penalty 3219.363883 = -2395151.774050
  nChanged 1065
		SP:Iteration 4F (10371.720000 sec): 3 clusters
  Score: Raw -2398857.095372 + Penalty 3219.363883 = -2395637.731489
  nChanged 1003
		SP:Iteration 5F (10371.970000 sec): 3 clusters
  Score: Raw -2399318.664942 + Penalty 3219.363883 = -2396099.301059
  nChanged 938
		SP:Iteration 6Q (10372.260000 sec): 3 clusters
  Score: Raw -2399725.850788 + Penalty 3219.363883 = -2396506.486904
  nChanged 775
		SP:Iteration 7Q (10372.540000 sec): 3 clusters
  Score: Raw -2400021.523807 + Penalty 3219.363883 = -2396802.159924
  nChanged 651
		SP:Iteration 8Q (10372.840000 sec): 3 clusters
  Score: Raw -2400262.284029 + Penalty 3219.363883 = -2397042.920146
  nChanged 590
		SP:Iteration 9Q (10373.130000 sec): 3 clusters
  Score: Raw -2400492.338428 + Penalty 3219.363883 = -2397272.974545
  nChanged 583
		SP:Iteration 10Q (10373.400000 sec): 3 clusters
  Score: Raw -2400746.163870 + Penalty 3219.363883 = -2397526.799987
  nChanged 587
		SP:Iteration 11Q (10373.730000 sec): 3 clusters
  Score: Raw -2401036.385501 + Penalty 3219.363883 = -2397817.021618
  nChanged 596
		SP:Iteration 12Q (10374.000000 sec): 3 clusters
  Score: Raw -2401381.276291 + Penalty 3219.363883 = -2398161.912408
  nChanged 622
		SP:Iteration 13Q (10374.310000 sec): 3 clusters
  Score: Raw -2401801.784743 + Penalty 3219.363883 = -2398582.420860
  nChanged 609
		SP:Iteration 14Q (10374.570000 sec): 3 clusters
  Score: Raw -2402234.571176 + Penalty 3219.363883 = -2399015.207293
  nChanged 616
		SP:Iteration 15Q (10374.860000 sec): 3 clusters
  Score: Raw -2402683.159348 + Penalty 3219.363883 = -2399463.795465
  nChanged 581
		SP:Iteration 16Q (10375.150000 sec): 3 clusters
  Score: Raw -2403071.559726 + Penalty 3219.363883 = -2399852.195843
  nChanged 490
		SP:Iteration 17Q (10375.430000 sec): 3 clusters
  Score: Raw -2403372.238072 + Penalty 3219.363883 = -2400152.874189
  nChanged 420
		SP:Iteration 18Q (10375.670000 sec): 3 clusters
  Score: Raw -2403623.349017 + Penalty 3219.363883 = -2400403.985133
  nChanged 376
		SP:Iteration 19Q (10375.940000 sec): 3 clusters
  Score: Raw -2403863.285808 + Penalty 3219.363883 = -2400643.921925
  nChanged 356
		SP:Iteration 20F (10376.150000 sec): 3 clusters
  Score: Raw -2404081.273190 + Penalty 3219.363883 = -2400861.909307
  nChanged 333
		SP:Iteration 21Q (10376.410000 sec): 3 clusters
  Score: Raw -2404340.897384 + Penalty 3219.363883 = -2401121.533501
  nChanged 390
		SP:Iteration 22Q (10376.720000 sec): 3 clusters
  Score: Raw -2404720.397000 + Penalty 3219.363883 = -2401501.033117
  nChanged 406
		SP:Iteration 23Q (10376.980000 sec): 3 clusters
  Score: Raw -2405185.687924 + Penalty 3219.363883 = -2401966.324041
  nChanged 413
		SP:Iteration 24Q (10377.250000 sec): 3 clusters
  Score: Raw -2405667.595421 + Penalty 3219.363883 = -2402448.231537
  nChanged 382
		SP:Iteration 25Q (10377.450000 sec): 3 clusters
  Score: Raw -2406048.329749 + Penalty 3219.363883 = -2402828.965866
  nChanged 348
		SP:Iteration 26Q (10377.740000 sec): 3 clusters
  Score: Raw -2406354.320631 + Penalty 3219.363883 = -2403134.956747
  nChanged 274
		SP:Iteration 27Q (10377.980000 sec): 3 clusters
  Score: Raw -2406569.563626 + Penalty 3219.363883 = -2403350.199743
  nChanged 227
		SP:Iteration 28Q (10378.210000 sec): 3 clusters
  Score: Raw -2406701.610437 + Penalty 3219.363883 = -2403482.246554
  nChanged 161
		SP:Iteration 29Q (10378.510000 sec): 3 clusters
  Score: Raw -2406771.125051 + Penalty 3219.363883 = -2403551.761167
  nChanged 129
		SP:Iteration 30Q (10378.760000 sec): 3 clusters
  Score: Raw -2406828.687360 + Penalty 3219.363883 = -2403609.323477
  nChanged 106
		SP:Iteration 31Q (10379.010000 sec): 3 clusters
  Score: Raw -2406863.337496 + Penalty 3219.363883 = -2403643.973613
  nChanged 73
		SP:Iteration 32Q (10379.300000 sec): 3 clusters
  Score: Raw -2406881.470866 + Penalty 3219.363883 = -2403662.106983
  nChanged 60
		SP:Iteration 33Q (10379.560000 sec): 3 clusters
  Score: Raw -2406894.528217 + Penalty 3219.363883 = -2403675.164334
  nChanged 49
		SP:Iteration 34Q (10379.840000 sec): 3 clusters
  Score: Raw -2406909.433192 + Penalty 3219.363883 = -2403690.069309
  nChanged 39
		SP:Iteration 35Q (10380.100000 sec): 3 clusters
  Score: Raw -2406916.861754 + Penalty 3219.363883 = -2403697.497871
  nChanged 33
		SP:Iteration 36Q (10380.380000 sec): 3 clusters
  Score: Raw -2406926.550417 + Penalty 3219.363883 = -2403707.186534
  nChanged 30
		SP:Iteration 37Q (10380.620000 sec): 3 clusters
  Score: Raw -2406934.581223 + Penalty 3219.363883 = -2403715.217340
  nChanged 20
		SP:Iteration 38Q (10380.840000 sec): 3 clusters
  Score: Raw -2406936.841949 + Penalty 3219.363883 = -2403717.478066
  nChanged 17
		SP:Iteration 39Q (10381.110000 sec): 3 clusters
  Score: Raw -2406938.983512 + Penalty 3219.363883 = -2403719.619629
  nChanged 21
		SP:Iteration 40F (10381.360000 sec): 3 clusters
  Score: Raw -2407054.684760 + Penalty 3219.363883 = -2403835.320877
  nChanged 91
		SP:Iteration 41Q (10381.600000 sec): 3 clusters
  Score: Raw -2407103.870097 + Penalty 3219.363883 = -2403884.506214
  nChanged 76
		SP:Iteration 42Q (10381.880000 sec): 3 clusters
  Score: Raw -2407125.711422 + Penalty 3219.363883 = -2403906.347539
  nChanged 67
		SP:Iteration 43Q (10382.090000 sec): 3 clusters
  Score: Raw -2407139.323973 + Penalty 3219.363883 = -2403919.960090
  nChanged 40
		SP:Iteration 44Q (10382.370000 sec): 3 clusters
  Score: Raw -2407144.579114 + Penalty 3219.363883 = -2403925.215231
  nChanged 23
		SP:Iteration 45Q (10382.640000 sec): 3 clusters
  Score: Raw -2407146.959968 + Penalty 3219.363883 = -2403927.596085
  nChanged 17
		SP:Iteration 46Q (10382.930000 sec): 3 clusters
  Score: Raw -2407148.439995 + Penalty 3219.363883 = -2403929.076112
  nChanged 10
		SP:Iteration 47Q (10383.160000 sec): 3 clusters
  Score: Raw -2407149.778475 + Penalty 3219.363883 = -2403930.414592
  nChanged 17
		SP:Iteration 48Q (10383.430000 sec): 3 clusters
  Score: Raw -2407151.549275 + Penalty 3219.363883 = -2403932.185392
  nChanged 15
		SP:Iteration 49Q (10383.730000 sec): 3 clusters
  Score: Raw -2407153.229649 + Penalty 3219.363883 = -2403933.865766
  nChanged 17
		SP:Iteration 50Q (10384.000000 sec): 3 clusters
  Score: Raw -2407154.504504 + Penalty 3219.363883 = -2403935.140621
  nChanged 9
		SP:Iteration 51Q (10384.270000 sec): 3 clusters
  Score: Raw -2407155.123075 + Penalty 3219.363883 = -2403935.759192
  nChanged 6
		SP:Iteration 52Q (10384.510000 sec): 3 clusters
  Score: Raw -2407155.907980 + Penalty 3219.363883 = -2403936.544097
  nChanged 6
		SP:Iteration 53Q (10384.770000 sec): 3 clusters
  Score: Raw -2407156.479719 + Penalty 3219.363883 = -2403937.115836
  nChanged 8
		SP:Iteration 54Q (10385.040000 sec): 3 clusters
  Score: Raw -2407157.055699 + Penalty 3219.363883 = -2403937.691816
  nChanged 4
		SP:Iteration 55Q (10385.310000 sec): 3 clusters
  Score: Raw -2407157.312792 + Penalty 3219.363883 = -2403937.948909
  nChanged 2
		SP:Iteration 56Q (10385.580000 sec): 3 clusters
  Score: Raw -2407157.502384 + Penalty 3219.363883 = -2403938.138501
  nChanged 3
		SP:Iteration 57Q (10385.820000 sec): 3 clusters
  Score: Raw -2407157.889043 + Penalty 3219.363883 = -2403938.525160
  nChanged 5
		SP:Iteration 58Q (10386.040000 sec): 3 clusters
  Score: Raw -2407158.249408 + Penalty 3219.363883 = -2403938.885525
  nChanged 6
		SP:Iteration 59Q (10386.310000 sec): 3 clusters
  Score: Raw -2407158.759674 + Penalty 3219.363883 = -2403939.395791
  nChanged 8
		SP:Iteration 60F (10386.560000 sec): 3 clusters
  Score: Raw -2407159.361849 + Penalty 3219.363883 = -2403939.997966
  nChanged 4
		SP:Iteration 61Q (10386.860000 sec): 3 clusters
  Score: Raw -2407159.505422 + Penalty 3219.363883 = -2403940.141539
  nChanged 0
		SP:Iteration 62F (10387.120000 sec): 3 clusters
  Score: Raw -2407159.505422 + Penalty 3219.363883 = -2403940.141539
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10387.420000 sec): 2 clusters
  Score: Raw -6151618.945771 + Penalty 1767.295888 = -6149851.649883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10387.810000 sec): 3 clusters
  Score: Raw -6118243.072949 + Penalty 3534.591776 = -6114708.481173
  nChanged 24875
		SP:Iteration 1F (10388.170000 sec): 3 clusters
  Score: Raw -6133570.736970 + Penalty 3534.591776 = -6130036.145194
  nChanged 2944
		SP:Iteration 2F (10388.530000 sec): 3 clusters
  Score: Raw -6134946.421997 + Penalty 3534.591776 = -6131411.830221
  nChanged 3151
		SP:Iteration 3F (10388.910000 sec): 3 clusters
  Score: Raw -6136488.931888 + Penalty 3534.591776 = -6132954.340112
  nChanged 3115
		SP:Iteration 4F (10389.300000 sec): 3 clusters
  Score: Raw -6138113.099079 + Penalty 3534.591776 = -6134578.507303
  nChanged 3079
		SP:Iteration 5F (10389.690000 sec): 3 clusters
  Score: Raw -6139616.068740 + Penalty 3534.591776 = -6136081.476964
  nChanged 2808
		SP:Iteration 6F (10390.080000 sec): 3 clusters
  Score: Raw -6140848.402812 + Penalty 3534.591776 = -6137313.811036
  nChanged 2387
		SP:Iteration 7Q (10390.500000 sec): 3 clusters
  Score: Raw -6141772.647025 + Penalty 3534.591776 = -6138238.055249
  nChanged 1997
		SP:Iteration 8Q (10390.920000 sec): 3 clusters
  Score: Raw -6142442.850972 + Penalty 3534.591776 = -6138908.259196
  nChanged 1660
		SP:Iteration 9Q (10391.320000 sec): 3 clusters
  Score: Raw -6142974.163700 + Penalty 3534.591776 = -6139439.571924
  nChanged 1467
		SP:Iteration 10Q (10391.710000 sec): 3 clusters
  Score: Raw -6143436.679754 + Penalty 3534.591776 = -6139902.087978
  nChanged 1393
		SP:Iteration 11Q (10392.070000 sec): 3 clusters
  Score: Raw -6143915.432975 + Penalty 3534.591776 = -6140380.841199
  nChanged 1492
		SP:Iteration 12Q (10392.470000 sec): 3 clusters
  Score: Raw -6144468.940224 + Penalty 3534.591776 = -6140934.348448
  nChanged 1519
		SP:Iteration 13Q (10392.860000 sec): 3 clusters
  Score: Raw -6145073.859311 + Penalty 3534.591776 = -6141539.267535
  nChanged 1678
		SP:Iteration 14Q (10393.240000 sec): 3 clusters
  Score: Raw -6145847.989100 + Penalty 3534.591776 = -6142313.397324
  nChanged 1779
		SP:Iteration 15Q (10393.650000 sec): 3 clusters
  Score: Raw -6146762.756096 + Penalty 3534.591776 = -6143228.164320
  nChanged 1778
		SP:Iteration 16Q (10394.020000 sec): 3 clusters
  Score: Raw -6147697.517472 + Penalty 3534.591776 = -6144162.925696
  nChanged 1685
		SP:Iteration 17Q (10394.420000 sec): 3 clusters
  Score: Raw -6148647.180616 + Penalty 3534.591776 = -6145112.588840
  nChanged 1532
		SP:Iteration 18Q (10394.830000 sec): 3 clusters
  Score: Raw -6149521.212343 + Penalty 3534.591776 = -6145986.620567
  nChanged 1254
		SP:Iteration 19Q (10395.220000 sec): 3 clusters
  Score: Raw -6150221.816879 + Penalty 3534.591776 = -6146687.225103
  nChanged 986
		SP:Iteration 20F (10395.580000 sec): 3 clusters
  Score: Raw -6150755.571369 + Penalty 3534.591776 = -6147220.979593
  nChanged 753
		SP:Iteration 21Q (10395.950000 sec): 3 clusters
  Score: Raw -6151147.788590 + Penalty 3534.591776 = -6147613.196814
  nChanged 616
		SP:Iteration 22Q (10396.320000 sec): 3 clusters
  Score: Raw -6151469.271853 + Penalty 3534.591776 = -6147934.680077
  nChanged 475
		SP:Iteration 23Q (10396.660000 sec): 3 clusters
  Score: Raw -6151723.978036 + Penalty 3534.591776 = -6148189.386259
  nChanged 376
		SP:Iteration 24Q (10397.020000 sec): 3 clusters
  Score: Raw -6151909.358572 + Penalty 3534.591776 = -6148374.766796
  nChanged 229
		SP:Iteration 25Q (10397.400000 sec): 3 clusters
  Score: Raw -6152005.307845 + Penalty 3534.591776 = -6148470.716068
  nChanged 196
		SP:Iteration 26Q (10397.780000 sec): 3 clusters
  Score: Raw -6152084.464558 + Penalty 3534.591776 = -6148549.872781
  nChanged 152
		SP:Iteration 27Q (10398.120000 sec): 3 clusters
  Score: Raw -6152141.113233 + Penalty 3534.591776 = -6148606.521457
  nChanged 126
		SP:Iteration 28Q (10398.480000 sec): 3 clusters
  Score: Raw -6152184.068678 + Penalty 3534.591776 = -6148649.476902
  nChanged 109
		SP:Iteration 29Q (10398.870000 sec): 3 clusters
  Score: Raw -6152220.945491 + Penalty 3534.591776 = -6148686.353714
  nChanged 98
		SP:Iteration 30Q (10399.240000 sec): 3 clusters
  Score: Raw -6152259.286507 + Penalty 3534.591776 = -6148724.694731
  nChanged 88
		SP:Iteration 31Q (10399.600000 sec): 3 clusters
  Score: Raw -6152309.937210 + Penalty 3534.591776 = -6148775.345434
  nChanged 91
		SP:Iteration 32Q (10399.970000 sec): 3 clusters
  Score: Raw -6152356.242868 + Penalty 3534.591776 = -6148821.651091
  nChanged 76
		SP:Iteration 33Q (10400.360000 sec): 3 clusters
  Score: Raw -6152398.756132 + Penalty 3534.591776 = -6148864.164356
  nChanged 63
		SP:Iteration 34Q (10400.710000 sec): 3 clusters
  Score: Raw -6152425.379228 + Penalty 3534.591776 = -6148890.787451
  nChanged 43
		SP:Iteration 35Q (10401.150000 sec): 3 clusters
  Score: Raw -6152440.544786 + Penalty 3534.591776 = -6148905.953009
  nChanged 36
		SP:Iteration 36Q (10401.500000 sec): 3 clusters
  Score: Raw -6152453.575986 + Penalty 3534.591776 = -6148918.984209
  nChanged 40
		SP:Iteration 37Q (10401.870000 sec): 3 clusters
  Score: Raw -6152470.037822 + Penalty 3534.591776 = -6148935.446046
  nChanged 31
		SP:Iteration 38Q (10402.230000 sec): 3 clusters
  Score: Raw -6152481.022566 + Penalty 3534.591776 = -6148946.430790
  nChanged 29
		SP:Iteration 39Q (10402.580000 sec): 3 clusters
  Score: Raw -6152492.181619 + Penalty 3534.591776 = -6148957.589842
  nChanged 29
		SP:Iteration 40F (10402.970000 sec): 3 clusters
  Score: Raw -6152502.501032 + Penalty 3534.591776 = -6148967.909256
  nChanged 25
		SP:Iteration 41Q (10403.330000 sec): 3 clusters
  Score: Raw -6152509.079336 + Penalty 3534.591776 = -6148974.487560
  nChanged 25
		SP:Iteration 42Q (10403.750000 sec): 3 clusters
  Score: Raw -6152517.275945 + Penalty 3534.591776 = -6148982.684169
  nChanged 25
		SP:Iteration 43Q (10404.130000 sec): 3 clusters
  Score: Raw -6152524.909452 + Penalty 3534.591776 = -6148990.317676
  nChanged 23
		SP:Iteration 44Q (10404.510000 sec): 3 clusters
  Score: Raw -6152530.111657 + Penalty 3534.591776 = -6148995.519881
  nChanged 16
		SP:Iteration 45Q (10404.900000 sec): 3 clusters
  Score: Raw -6152535.085285 + Penalty 3534.591776 = -6149000.493508
  nChanged 18
		SP:Iteration 46Q (10405.330000 sec): 3 clusters
  Score: Raw -6152539.748415 + Penalty 3534.591776 = -6149005.156639
  nChanged 14
		SP:Iteration 47Q (10405.750000 sec): 3 clusters
  Score: Raw -6152542.931423 + Penalty 3534.591776 = -6149008.339647
  nChanged 9
		SP:Iteration 48Q (10406.170000 sec): 3 clusters
  Score: Raw -6152545.113247 + Penalty 3534.591776 = -6149010.521471
  nChanged 6
		SP:Iteration 49Q (10406.580000 sec): 3 clusters
  Score: Raw -6152546.617524 + Penalty 3534.591776 = -6149012.025748
  nChanged 4
		SP:Iteration 50Q (10406.970000 sec): 3 clusters
  Score: Raw -6152547.639091 + Penalty 3534.591776 = -6149013.047314
  nChanged 4
		SP:Iteration 51Q (10407.400000 sec): 3 clusters
  Score: Raw -6152548.446491 + Penalty 3534.591776 = -6149013.854715
  nChanged 4
		SP:Iteration 52Q (10407.800000 sec): 3 clusters
  Score: Raw -6152549.803136 + Penalty 3534.591776 = -6149015.211360
  nChanged 4
		SP:Iteration 53Q (10408.190000 sec): 3 clusters
  Score: Raw -6152551.161884 + Penalty 3534.591776 = -6149016.570108
  nChanged 7
		SP:Iteration 54Q (10408.580000 sec): 3 clusters
  Score: Raw -6152552.702456 + Penalty 3534.591776 = -6149018.110680
  nChanged 9
		SP:Iteration 55Q (10408.960000 sec): 3 clusters
  Score: Raw -6152554.704541 + Penalty 3534.591776 = -6149020.112764
  nChanged 5
		SP:Iteration 56Q (10409.340000 sec): 3 clusters
  Score: Raw -6152555.937990 + Penalty 3534.591776 = -6149021.346214
  nChanged 4
		SP:Iteration 57Q (10409.700000 sec): 3 clusters
  Score: Raw -6152556.461001 + Penalty 3534.591776 = -6149021.869225
  nChanged 3
		SP:Iteration 58Q (10410.080000 sec): 3 clusters
  Score: Raw -6152556.935223 + Penalty 3534.591776 = -6149022.343446
  nChanged 2
		SP:Iteration 59Q (10410.440000 sec): 3 clusters
  Score: Raw -6152557.387191 + Penalty 3534.591776 = -6149022.795415
  nChanged 1
		SP:Iteration 60F (10410.820000 sec): 3 clusters
  Score: Raw -6152557.587241 + Penalty 3534.591776 = -6149022.995465
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10410.970000 sec): 2 clusters
  Score: Raw -146780.659472 + Penalty 1161.733885 = -145618.925587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10411.100000 sec): 3 clusters
  Score: Raw -146372.295324 + Penalty 2323.467770 = -144048.827554
  nChanged 397
		SP:Iteration 1F (10411.280000 sec): 3 clusters
  Score: Raw -146726.241840 + Penalty 2323.467770 = -144402.774070
  nChanged 96
		SP:Iteration 2F (10411.500000 sec): 3 clusters
  Score: Raw -146817.337902 + Penalty 2323.467770 = -144493.870133
  nChanged 53
		SP:Iteration 3Q (10411.660000 sec): 3 clusters
  Score: Raw -146865.865006 + Penalty 2323.467770 = -144542.397237
  nChanged 42
		SP:Iteration 4Q (10411.830000 sec): 3 clusters
  Score: Raw -146906.379895 + Penalty 2323.467770 = -144582.912125
  nChanged 32
		SP:Iteration 5Q (10411.990000 sec): 3 clusters
  Score: Raw -146934.618094 + Penalty 2323.467770 = -144611.150325
  nChanged 19
		SP:Iteration 6Q (10412.120000 sec): 3 clusters
  Score: Raw -146953.510232 + Penalty 2323.467770 = -144630.042462
  nChanged 21
		SP:Iteration 7Q (10412.320000 sec): 3 clusters
  Score: Raw -146985.876730 + Penalty 2323.467770 = -144662.408960
  nChanged 22
		SP:Iteration 8Q (10412.490000 sec): 3 clusters
  Score: Raw -147017.803710 + Penalty 2323.467770 = -144694.335940
  nChanged 23
		SP:Iteration 9Q (10412.680000 sec): 3 clusters
  Score: Raw -147044.802045 + Penalty 2323.467770 = -144721.334275
  nChanged 21
		SP:Iteration 10Q (10412.840000 sec): 3 clusters
  Score: Raw -147065.154925 + Penalty 2323.467770 = -144741.687155
  nChanged 16
		SP:Iteration 11Q (10413.010000 sec): 3 clusters
  Score: Raw -147076.400663 + Penalty 2323.467770 = -144752.932894
  nChanged 7
		SP:Iteration 12Q (10413.160000 sec): 3 clusters
  Score: Raw -147084.622227 + Penalty 2323.467770 = -144761.154458
  nChanged 5
		SP:Iteration 13Q (10413.280000 sec): 3 clusters
  Score: Raw -147088.131630 + Penalty 2323.467770 = -144764.663860
  nChanged 3
		SP:Iteration 14Q (10413.460000 sec): 3 clusters
  Score: Raw -147089.590594 + Penalty 2323.467770 = -144766.122825
  nChanged 3
		SP:Iteration 15Q (10413.630000 sec): 3 clusters
  Score: Raw -147091.651471 + Penalty 2323.467770 = -144768.183701
  nChanged 0
		SP:Iteration 16F (10413.810000 sec): 3 clusters
  Score: Raw -147091.651471 + Penalty 2323.467770 = -144768.183701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (157519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10414.620000 sec): 2 clusters
  Score: Raw -19414135.303878 + Penalty 1944.686472 = -19412190.617406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10415.410000 sec): 3 clusters
  Score: Raw -19310707.518752 + Penalty 3889.372944 = -19306818.145808
  nChanged 75639
		SP:Iteration 1F (10416.280000 sec): 3 clusters
  Score: Raw -19355202.661946 + Penalty 3889.372944 = -19351313.289002
  nChanged 4152
		SP:Iteration 2Q (10417.140000 sec): 3 clusters
  Score: Raw -19356043.416097 + Penalty 3889.372944 = -19352154.043153
  nChanged 4514
		SP:Iteration 3Q (10417.980000 sec): 3 clusters
  Score: Raw -19357191.309231 + Penalty 3889.372944 = -19353301.936288
  nChanged 5239
		SP:Iteration 4Q (10418.860000 sec): 3 clusters
  Score: Raw -19358983.142646 + Penalty 3889.372944 = -19355093.769702
  nChanged 6471
		SP:Iteration 5Q (10419.750000 sec): 3 clusters
  Score: Raw -19362082.795254 + Penalty 3889.372944 = -19358193.422311
  nChanged 8297
		SP:Iteration 6F (10420.570000 sec): 3 clusters
  Score: Raw -19367671.678425 + Penalty 3889.372944 = -19363782.305481
  nChanged 9952
		SP:Iteration 7F (10421.340000 sec): 3 clusters
  Score: Raw -19376298.771515 + Penalty 3889.372944 = -19372409.398571
  nChanged 10330
		SP:Iteration 8F (10422.150000 sec): 3 clusters
  Score: Raw -19386047.547655 + Penalty 3889.372944 = -19382158.174711
  nChanged 9292
		SP:Iteration 9F (10422.980000 sec): 3 clusters
  Score: Raw -19394289.814677 + Penalty 3889.372944 = -19390400.441733
  nChanged 7314
		SP:Iteration 10Q (10423.800000 sec): 3 clusters
  Score: Raw -19399818.524113 + Penalty 3889.372944 = -19395929.151169
  nChanged 5369
		SP:Iteration 11Q (10424.650000 sec): 3 clusters
  Score: Raw -19403102.604675 + Penalty 3889.372944 = -19399213.231731
  nChanged 3883
		SP:Iteration 12Q (10425.400000 sec): 3 clusters
  Score: Raw -19405101.681312 + Penalty 3889.372944 = -19401212.308368
  nChanged 2981
		SP:Iteration 13Q (10426.120000 sec): 3 clusters
  Score: Raw -19406501.018468 + Penalty 3889.372944 = -19402611.645524
  nChanged 2421
		SP:Iteration 14Q (10426.830000 sec): 3 clusters
  Score: Raw -19407598.078470 + Penalty 3889.372944 = -19403708.705526
  nChanged 2170
		SP:Iteration 15Q (10427.550000 sec): 3 clusters
  Score: Raw -19408536.231656 + Penalty 3889.372944 = -19404646.858712
  nChanged 1903
		SP:Iteration 16Q (10428.310000 sec): 3 clusters
  Score: Raw -19409311.408897 + Penalty 3889.372944 = -19405422.035953
  nChanged 1752
		SP:Iteration 17Q (10429.060000 sec): 3 clusters
  Score: Raw -19410022.260623 + Penalty 3889.372944 = -19406132.887679
  nChanged 1578
		SP:Iteration 18Q (10429.860000 sec): 3 clusters
  Score: Raw -19410628.204254 + Penalty 3889.372944 = -19406738.831310
  nChanged 1482
		SP:Iteration 19Q (10430.700000 sec): 3 clusters
  Score: Raw -19411194.535122 + Penalty 3889.372944 = -19407305.162179
  nChanged 1363
		SP:Iteration 20F (10431.550000 sec): 3 clusters
  Score: Raw -19411709.991448 + Penalty 3889.372944 = -19407820.618504
  nChanged 1251
		SP:Iteration 21Q (10432.360000 sec): 3 clusters
  Score: Raw -19412188.955997 + Penalty 3889.372944 = -19408299.583053
  nChanged 1107
		SP:Iteration 22Q (10433.130000 sec): 3 clusters
  Score: Raw -19412627.615773 + Penalty 3889.372944 = -19408738.242829
  nChanged 987
		SP:Iteration 23Q (10433.830000 sec): 3 clusters
  Score: Raw -19413004.246919 + Penalty 3889.372944 = -19409114.873976
  nChanged 818
		SP:Iteration 24Q (10434.510000 sec): 3 clusters
  Score: Raw -19413296.998081 + Penalty 3889.372944 = -19409407.625137
  nChanged 695
		SP:Iteration 25Q (10435.210000 sec): 3 clusters
  Score: Raw -19413527.881163 + Penalty 3889.372944 = -19409638.508219
  nChanged 581
		SP:Iteration 26Q (10435.910000 sec): 3 clusters
  Score: Raw -19413722.228754 + Penalty 3889.372944 = -19409832.855810
  nChanged 525
		SP:Iteration 27Q (10436.620000 sec): 3 clusters
  Score: Raw -19413889.495294 + Penalty 3889.372944 = -19410000.122350
  nChanged 417
		SP:Iteration 28Q (10437.370000 sec): 3 clusters
  Score: Raw -19414012.478703 + Penalty 3889.372944 = -19410123.105760
  nChanged 348
		SP:Iteration 29Q (10438.120000 sec): 3 clusters
  Score: Raw -19414119.759084 + Penalty 3889.372944 = -19410230.386140
  nChanged 297
		SP:Iteration 30Q (10438.830000 sec): 3 clusters
  Score: Raw -19414207.181229 + Penalty 3889.372944 = -19410317.808285
  nChanged 257
		SP:Iteration 31Q (10439.510000 sec): 3 clusters
  Score: Raw -19414284.595405 + Penalty 3889.372944 = -19410395.222461
  nChanged 208
		SP:Iteration 32Q (10440.250000 sec): 3 clusters
  Score: Raw -19414339.327272 + Penalty 3889.372944 = -19410449.954329
  nChanged 170
		SP:Iteration 33Q (10440.990000 sec): 3 clusters
  Score: Raw -19414382.125314 + Penalty 3889.372944 = -19410492.752371
  nChanged 149
		SP:Iteration 34Q (10441.700000 sec): 3 clusters
  Score: Raw -19414419.287999 + Penalty 3889.372944 = -19410529.915056
  nChanged 127
		SP:Iteration 35Q (10442.430000 sec): 3 clusters
  Score: Raw -19414451.333089 + Penalty 3889.372944 = -19410561.960145
  nChanged 103
		SP:Iteration 36Q (10443.170000 sec): 3 clusters
  Score: Raw -19414478.258459 + Penalty 3889.372944 = -19410588.885516
  nChanged 103
		SP:Iteration 37Q (10443.930000 sec): 3 clusters
  Score: Raw -19414506.629810 + Penalty 3889.372944 = -19410617.256866
  nChanged 87
		SP:Iteration 38Q (10444.720000 sec): 3 clusters
  Score: Raw -19414529.406918 + Penalty 3889.372944 = -19410640.033975
  nChanged 79
		SP:Iteration 39Q (10445.490000 sec): 3 clusters
  Score: Raw -19414547.250754 + Penalty 3889.372944 = -19410657.877810
  nChanged 74
		SP:Iteration 40F (10446.320000 sec): 3 clusters
  Score: Raw -19414562.971041 + Penalty 3889.372944 = -19410673.598097
  nChanged 52
		SP:Iteration 41Q (10447.090000 sec): 3 clusters
  Score: Raw -19414575.369290 + Penalty 3889.372944 = -19410685.996347
  nChanged 57
		SP:Iteration 42Q (10447.900000 sec): 3 clusters
  Score: Raw -19414588.650673 + Penalty 3889.372944 = -19410699.277729
  nChanged 53
		SP:Iteration 43Q (10448.670000 sec): 3 clusters
  Score: Raw -19414600.093268 + Penalty 3889.372944 = -19410710.720325
  nChanged 47
		SP:Iteration 44Q (10449.470000 sec): 3 clusters
  Score: Raw -19414610.517031 + Penalty 3889.372944 = -19410721.144088
  nChanged 41
		SP:Iteration 45Q (10450.230000 sec): 3 clusters
  Score: Raw -19414619.275022 + Penalty 3889.372944 = -19410729.902079
  nChanged 42
		SP:Iteration 46Q (10450.970000 sec): 3 clusters
  Score: Raw -19414628.124018 + Penalty 3889.372944 = -19410738.751075
  nChanged 35
		SP:Iteration 47Q (10451.710000 sec): 3 clusters
  Score: Raw -19414637.394142 + Penalty 3889.372944 = -19410748.021199
  nChanged 38
		SP:Iteration 48Q (10452.420000 sec): 3 clusters
  Score: Raw -19414644.635393 + Penalty 3889.372944 = -19410755.262449
  nChanged 30
		SP:Iteration 49Q (10453.060000 sec): 3 clusters
  Score: Raw -19414650.253623 + Penalty 3889.372944 = -19410760.880679
  nChanged 23
		SP:Iteration 50Q (10453.720000 sec): 3 clusters
  Score: Raw -19414654.183226 + Penalty 3889.372944 = -19410764.810282
  nChanged 21
		SP:Iteration 51Q (10454.430000 sec): 3 clusters
  Score: Raw -19414657.834644 + Penalty 3889.372944 = -19410768.461700
  nChanged 18
		SP:Iteration 52Q (10455.100000 sec): 3 clusters
  Score: Raw -19414660.666611 + Penalty 3889.372944 = -19410771.293667
  nChanged 20
		SP:Iteration 53Q (10455.780000 sec): 3 clusters
  Score: Raw -19414665.409918 + Penalty 3889.372944 = -19410776.036974
  nChanged 20
		SP:Iteration 54Q (10456.410000 sec): 3 clusters
  Score: Raw -19414670.139384 + Penalty 3889.372944 = -19410780.766441
  nChanged 20
		SP:Iteration 55Q (10457.080000 sec): 3 clusters
  Score: Raw -19414673.693983 + Penalty 3889.372944 = -19410784.321039
  nChanged 17
		SP:Iteration 56Q (10457.680000 sec): 3 clusters
  Score: Raw -19414676.770929 + Penalty 3889.372944 = -19410787.397985
  nChanged 15
		SP:Iteration 57Q (10458.300000 sec): 3 clusters
  Score: Raw -19414679.773645 + Penalty 3889.372944 = -19410790.400701
  nChanged 9
		SP:Iteration 58Q (10458.940000 sec): 3 clusters
  Score: Raw -19414681.334200 + Penalty 3889.372944 = -19410791.961256
  nChanged 4
		SP:Iteration 59Q (10459.580000 sec): 3 clusters
  Score: Raw -19414682.198119 + Penalty 3889.372944 = -19410792.825176
  nChanged 6
		SP:Iteration 60F (10460.360000 sec): 3 clusters
  Score: Raw -19414683.205933 + Penalty 3889.372944 = -19410793.832989
  nChanged 7
		SP:Iteration 61Q (10461.080000 sec): 3 clusters
  Score: Raw -19414684.127230 + Penalty 3889.372944 = -19410794.754287
  nChanged 3
		SP:Iteration 62Q (10461.810000 sec): 3 clusters
  Score: Raw -19414684.699695 + Penalty 3889.372944 = -19410795.326752
  nChanged 6
		SP:Iteration 63Q (10462.380000 sec): 3 clusters
  Score: Raw -19414685.797457 + Penalty 3889.372944 = -19410796.424513
  nChanged 7
		SP:Iteration 64Q (10463.040000 sec): 3 clusters
  Score: Raw -19414686.796025 + Penalty 3889.372944 = -19410797.423081
  nChanged 5
		SP:Iteration 65Q (10463.770000 sec): 3 clusters
  Score: Raw -19414687.466662 + Penalty 3889.372944 = -19410798.093718
  nChanged 2
		SP:Iteration 66Q (10464.540000 sec): 3 clusters
  Score: Raw -19414687.699766 + Penalty 3889.372944 = -19410798.326823
  nChanged 2
		SP:Iteration 67Q (10465.220000 sec): 3 clusters
  Score: Raw -19414687.940557 + Penalty 3889.372944 = -19410798.567613
  nChanged 1
		SP:Iteration 68Q (10465.960000 sec): 3 clusters
  Score: Raw -19414688.026959 + Penalty 3889.372944 = -19410798.654015
  nChanged 0
		SP:Iteration 69F (10466.750000 sec): 3 clusters
  Score: Raw -19414688.026959 + Penalty 3889.372944 = -19410798.654015
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (2033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10466.970000 sec): 2 clusters
  Score: Raw -237641.354655 + Penalty 1237.806020 = -236403.548635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10467.140000 sec): 3 clusters
  Score: Raw -236809.590368 + Penalty 2475.612039 = -234333.978329
  nChanged 725
		SP:Iteration 1F (10467.300000 sec): 3 clusters
  Score: Raw -237316.668987 + Penalty 2475.612039 = -234841.056948
  nChanged 173
		SP:Iteration 2F (10467.450000 sec): 3 clusters
  Score: Raw -237467.059712 + Penalty 2475.612039 = -234991.447672
  nChanged 124
		SP:Iteration 3F (10467.660000 sec): 3 clusters
  Score: Raw -237574.930421 + Penalty 2475.612039 = -235099.318382
  nChanged 80
		SP:Iteration 4Q (10467.840000 sec): 3 clusters
  Score: Raw -237648.213616 + Penalty 2475.612039 = -235172.601577
  nChanged 78
		SP:Iteration 5Q (10468.000000 sec): 3 clusters
  Score: Raw -237711.322501 + Penalty 2475.612039 = -235235.710462
  nChanged 61
		SP:Iteration 6Q (10468.190000 sec): 3 clusters
  Score: Raw -237772.006781 + Penalty 2475.612039 = -235296.394741
  nChanged 70
		SP:Iteration 7Q (10468.400000 sec): 3 clusters
  Score: Raw -237843.980303 + Penalty 2475.612039 = -235368.368264
  nChanged 58
		SP:Iteration 8Q (10468.550000 sec): 3 clusters
  Score: Raw -237893.316886 + Penalty 2475.612039 = -235417.704847
  nChanged 53
		SP:Iteration 9Q (10468.750000 sec): 3 clusters
  Score: Raw -237938.914134 + Penalty 2475.612039 = -235463.302094
  nChanged 45
		SP:Iteration 10Q (10468.950000 sec): 3 clusters
  Score: Raw -237984.345621 + Penalty 2475.612039 = -235508.733582
  nChanged 38
		SP:Iteration 11Q (10469.130000 sec): 3 clusters
  Score: Raw -238019.146449 + Penalty 2475.612039 = -235543.534410
  nChanged 43
		SP:Iteration 12Q (10469.330000 sec): 3 clusters
  Score: Raw -238060.492098 + Penalty 2475.612039 = -235584.880059
  nChanged 48
		SP:Iteration 13Q (10469.530000 sec): 3 clusters
  Score: Raw -238113.288793 + Penalty 2475.612039 = -235637.676754
  nChanged 49
		SP:Iteration 14Q (10469.720000 sec): 3 clusters
  Score: Raw -238171.568585 + Penalty 2475.612039 = -235695.956545
  nChanged 40
		SP:Iteration 15Q (10469.870000 sec): 3 clusters
  Score: Raw -238211.778010 + Penalty 2475.612039 = -235736.165971
  nChanged 39
		SP:Iteration 16Q (10470.050000 sec): 3 clusters
  Score: Raw -238243.210705 + Penalty 2475.612039 = -235767.598666
  nChanged 28
		SP:Iteration 17Q (10470.250000 sec): 3 clusters
  Score: Raw -238271.752375 + Penalty 2475.612039 = -235796.140335
  nChanged 42
		SP:Iteration 18Q (10470.410000 sec): 3 clusters
  Score: Raw -238317.748113 + Penalty 2475.612039 = -235842.136073
  nChanged 36
		SP:Iteration 19Q (10470.610000 sec): 3 clusters
  Score: Raw -238353.083145 + Penalty 2475.612039 = -235877.471106
  nChanged 40
		SP:Iteration 20F (10470.770000 sec): 3 clusters
  Score: Raw -238400.654560 + Penalty 2475.612039 = -235925.042520
  nChanged 27
		SP:Iteration 21Q (10470.950000 sec): 3 clusters
  Score: Raw -238433.862291 + Penalty 2475.612039 = -235958.250251
  nChanged 26
		SP:Iteration 22Q (10471.140000 sec): 3 clusters
  Score: Raw -238478.429525 + Penalty 2475.612039 = -236002.817486
  nChanged 36
		SP:Iteration 23Q (10471.330000 sec): 3 clusters
  Score: Raw -238568.012751 + Penalty 2475.612039 = -236092.400711
  nChanged 26
		SP:Iteration 24Q (10471.530000 sec): 3 clusters
  Score: Raw -238649.885223 + Penalty 2475.612039 = -236174.273184
  nChanged 18
		SP:Iteration 25Q (10471.690000 sec): 3 clusters
  Score: Raw -238686.812213 + Penalty 2475.612039 = -236211.200174
  nChanged 12
		SP:Iteration 26Q (10471.880000 sec): 3 clusters
  Score: Raw -238698.553695 + Penalty 2475.612039 = -236222.941655
  nChanged 7
		SP:Iteration 27Q (10472.070000 sec): 3 clusters
  Score: Raw -238703.872977 + Penalty 2475.612039 = -236228.260938
  nChanged 5
		SP:Iteration 28Q (10472.260000 sec): 3 clusters
  Score: Raw -238706.289405 + Penalty 2475.612039 = -236230.677365
  nChanged 1
		SP:Iteration 29Q (10472.440000 sec): 3 clusters
  Score: Raw -238706.673037 + Penalty 2475.612039 = -236231.060998
  nChanged 0
		SP:Iteration 30F (10472.620000 sec): 3 clusters
  Score: Raw -238706.673037 + Penalty 2475.612039 = -236231.060998
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10472.690000 sec): 2 clusters
  Score: Raw -42657.882855 + Penalty 970.330049 = -41687.552806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10472.880000 sec): 3 clusters
  Score: Raw -42619.708920 + Penalty 1940.660098 = -40679.048822
  nChanged 81
		SP:Iteration 1F (10473.050000 sec): 3 clusters
  Score: Raw -42763.509846 + Penalty 1940.660098 = -40822.849748
  nChanged 26
		SP:Iteration 2F (10473.220000 sec): 3 clusters
  Score: Raw -42823.483126 + Penalty 1940.660098 = -40882.823028
  nChanged 8
		SP:Iteration 3Q (10473.390000 sec): 3 clusters
  Score: Raw -42832.861872 + Penalty 1940.660098 = -40892.201774
  nChanged 1
		SP:Iteration 4Q (10473.590000 sec): 3 clusters
  Score: Raw -42836.585641 + Penalty 1940.660098 = -40895.925543
  nChanged 1
		SP:Iteration 5Q (10473.770000 sec): 3 clusters
  Score: Raw -42838.636715 + Penalty 1940.660098 = -40897.976617
  nChanged 1
		SP:Iteration 6Q (10473.940000 sec): 3 clusters
  Score: Raw -42844.783517 + Penalty 1940.660098 = -40904.123419
  nChanged 2
		SP:Iteration 7Q (10474.120000 sec): 3 clusters
  Score: Raw -42849.093083 + Penalty 1940.660098 = -40908.432985
  nChanged 1
		SP:Iteration 8Q (10474.290000 sec): 3 clusters
  Score: Raw -42851.169729 + Penalty 1940.660098 = -40910.509631
  nChanged 0
		SP:Iteration 9F (10474.460000 sec): 3 clusters
  Score: Raw -42851.169729 + Penalty 1940.660098 = -40910.509631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10474.650000 sec): 2 clusters
  Score: Raw -2198360.178847 + Penalty 1588.654562 = -2196771.524285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10474.840000 sec): 3 clusters
  Score: Raw -2187892.552288 + Penalty 3177.309124 = -2184715.243164
  nChanged 7838
		SP:Iteration 1F (10475.120000 sec): 3 clusters
  Score: Raw -2192091.641569 + Penalty 3177.309124 = -2188914.332445
  nChanged 849
		SP:Iteration 2Q (10475.340000 sec): 3 clusters
  Score: Raw -2192361.296637 + Penalty 3177.309124 = -2189183.987513
  nChanged 756
		SP:Iteration 3Q (10475.620000 sec): 3 clusters
  Score: Raw -2192595.362303 + Penalty 3177.309124 = -2189418.053179
  nChanged 653
		SP:Iteration 4Q (10475.890000 sec): 3 clusters
  Score: Raw -2192787.539530 + Penalty 3177.309124 = -2189610.230406
  nChanged 591
		SP:Iteration 5Q (10476.160000 sec): 3 clusters
  Score: Raw -2192977.014999 + Penalty 3177.309124 = -2189799.705875
  nChanged 578
		SP:Iteration 6Q (10476.440000 sec): 3 clusters
  Score: Raw -2193172.712839 + Penalty 3177.309124 = -2189995.403715
  nChanged 657
		SP:Iteration 7Q (10476.710000 sec): 3 clusters
  Score: Raw -2193444.804878 + Penalty 3177.309124 = -2190267.495754
  nChanged 759
		SP:Iteration 8Q (10476.990000 sec): 3 clusters
  Score: Raw -2193825.072635 + Penalty 3177.309124 = -2190647.763510
  nChanged 927
		SP:Iteration 9F (10477.230000 sec): 3 clusters
  Score: Raw -2194379.972035 + Penalty 3177.309124 = -2191202.662911
  nChanged 1016
		SP:Iteration 10F (10477.530000 sec): 3 clusters
  Score: Raw -2195104.329994 + Penalty 3177.309124 = -2191927.020870
  nChanged 1103
		SP:Iteration 11F (10477.790000 sec): 3 clusters
  Score: Raw -2196047.781497 + Penalty 3177.309124 = -2192870.472373
  nChanged 964
		SP:Iteration 12F (10478.050000 sec): 3 clusters
  Score: Raw -2196898.887483 + Penalty 3177.309124 = -2193721.578359
  nChanged 668
		SP:Iteration 13Q (10478.290000 sec): 3 clusters
  Score: Raw -2197488.980347 + Penalty 3177.309124 = -2194311.671223
  nChanged 449
		SP:Iteration 14Q (10478.540000 sec): 3 clusters
  Score: Raw -2197858.111974 + Penalty 3177.309124 = -2194680.802850
  nChanged 292
		SP:Iteration 15Q (10478.790000 sec): 3 clusters
  Score: Raw -2198106.154000 + Penalty 3177.309124 = -2194928.844875
  nChanged 193
		SP:Iteration 16Q (10479.070000 sec): 3 clusters
  Score: Raw -2198274.630773 + Penalty 3177.309124 = -2195097.321649
  nChanged 121
		SP:Iteration 17Q (10479.300000 sec): 3 clusters
  Score: Raw -2198380.972091 + Penalty 3177.309124 = -2195203.662967
  nChanged 70
		SP:Iteration 18Q (10479.550000 sec): 3 clusters
  Score: Raw -2198448.185402 + Penalty 3177.309124 = -2195270.876277
  nChanged 50
		SP:Iteration 19Q (10479.790000 sec): 3 clusters
  Score: Raw -2198500.089833 + Penalty 3177.309124 = -2195322.780708
  nChanged 29
		SP:Iteration 20F (10480.030000 sec): 3 clusters
  Score: Raw -2198528.871168 + Penalty 3177.309124 = -2195351.562044
  nChanged 20
		SP:Iteration 21Q (10480.220000 sec): 3 clusters
  Score: Raw -2198549.783247 + Penalty 3177.309124 = -2195372.474122
  nChanged 13
		SP:Iteration 22Q (10480.500000 sec): 3 clusters
  Score: Raw -2198559.248835 + Penalty 3177.309124 = -2195381.939711
  nChanged 8
		SP:Iteration 23Q (10480.680000 sec): 3 clusters
  Score: Raw -2198563.723146 + Penalty 3177.309124 = -2195386.414022
  nChanged 4
		SP:Iteration 24Q (10480.960000 sec): 3 clusters
  Score: Raw -2198567.027523 + Penalty 3177.309124 = -2195389.718399
  nChanged 6
		SP:Iteration 25Q (10481.170000 sec): 3 clusters
  Score: Raw -2198572.403845 + Penalty 3177.309124 = -2195395.094720
  nChanged 3
		SP:Iteration 26Q (10481.460000 sec): 3 clusters
  Score: Raw -2198574.437792 + Penalty 3177.309124 = -2195397.128667
  nChanged 3
		SP:Iteration 27Q (10481.660000 sec): 3 clusters
  Score: Raw -2198577.954671 + Penalty 3177.309124 = -2195400.645546
  nChanged 5
		SP:Iteration 28Q (10481.950000 sec): 3 clusters
  Score: Raw -2198582.445930 + Penalty 3177.309124 = -2195405.136806
  nChanged 4
		SP:Iteration 29Q (10482.220000 sec): 3 clusters
  Score: Raw -2198584.871111 + Penalty 3177.309124 = -2195407.561987
  nChanged 1
		SP:Iteration 30Q (10482.420000 sec): 3 clusters
  Score: Raw -2198585.245093 + Penalty 3177.309124 = -2195407.935969
  nChanged 1
		SP:Iteration 31Q (10482.650000 sec): 3 clusters
  Score: Raw -2198585.428757 + Penalty 3177.309124 = -2195408.119633
  nChanged 0
		SP:Iteration 32F (10482.920000 sec): 3 clusters
  Score: Raw -2198585.428757 + Penalty 3177.309124 = -2195408.119633
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10483.040000 sec): 2 clusters
  Score: Raw -151369.434937 + Penalty 1171.156814 = -150198.278123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10483.210000 sec): 3 clusters
  Score: Raw -150873.168494 + Penalty 2342.313628 = -148530.854866
  nChanged 417
		SP:Iteration 1F (10483.430000 sec): 3 clusters
  Score: Raw -151271.356679 + Penalty 2342.313628 = -148929.043051
  nChanged 115
		SP:Iteration 2F (10483.580000 sec): 3 clusters
  Score: Raw -151449.736586 + Penalty 2342.313628 = -149107.422958
  nChanged 79
		SP:Iteration 3F (10483.820000 sec): 3 clusters
  Score: Raw -151542.081047 + Penalty 2342.313628 = -149199.767419
  nChanged 55
		SP:Iteration 4Q (10483.970000 sec): 3 clusters
  Score: Raw -151599.655673 + Penalty 2342.313628 = -149257.342045
  nChanged 45
		SP:Iteration 5Q (10484.130000 sec): 3 clusters
  Score: Raw -151663.638829 + Penalty 2342.313628 = -149321.325201
  nChanged 34
		SP:Iteration 6Q (10484.300000 sec): 3 clusters
  Score: Raw -151703.694598 + Penalty 2342.313628 = -149361.380969
  nChanged 35
		SP:Iteration 7Q (10484.520000 sec): 3 clusters
  Score: Raw -151737.031498 + Penalty 2342.313628 = -149394.717870
  nChanged 26
		SP:Iteration 8Q (10484.670000 sec): 3 clusters
  Score: Raw -151757.402698 + Penalty 2342.313628 = -149415.089070
  nChanged 22
		SP:Iteration 9Q (10484.860000 sec): 3 clusters
  Score: Raw -151775.386065 + Penalty 2342.313628 = -149433.072437
  nChanged 20
		SP:Iteration 10Q (10485.070000 sec): 3 clusters
  Score: Raw -151787.889862 + Penalty 2342.313628 = -149445.576234
  nChanged 14
		SP:Iteration 11Q (10485.250000 sec): 3 clusters
  Score: Raw -151797.074189 + Penalty 2342.313628 = -149454.760561
  nChanged 15
		SP:Iteration 12Q (10485.410000 sec): 3 clusters
  Score: Raw -151809.598065 + Penalty 2342.313628 = -149467.284437
  nChanged 9
		SP:Iteration 13Q (10485.610000 sec): 3 clusters
  Score: Raw -151815.276141 + Penalty 2342.313628 = -149472.962513
  nChanged 7
		SP:Iteration 14Q (10485.750000 sec): 3 clusters
  Score: Raw -151820.075547 + Penalty 2342.313628 = -149477.761919
  nChanged 7
		SP:Iteration 15Q (10485.890000 sec): 3 clusters
  Score: Raw -151823.444519 + Penalty 2342.313628 = -149481.130890
  nChanged 4
		SP:Iteration 16Q (10486.120000 sec): 3 clusters
  Score: Raw -151827.536187 + Penalty 2342.313628 = -149485.222558
  nChanged 3
		SP:Iteration 17Q (10486.260000 sec): 3 clusters
  Score: Raw -151829.689807 + Penalty 2342.313628 = -149487.376178
  nChanged 3
		SP:Iteration 18Q (10486.450000 sec): 3 clusters
  Score: Raw -151831.108057 + Penalty 2342.313628 = -149488.794429
  nChanged 2
		SP:Iteration 19Q (10486.650000 sec): 3 clusters
  Score: Raw -151832.647377 + Penalty 2342.313628 = -149490.333749
  nChanged 2
		SP:Iteration 20F (10486.830000 sec): 3 clusters
  Score: Raw -151834.793723 + Penalty 2342.313628 = -149492.480094
  nChanged 1
		SP:Iteration 21Q (10487.020000 sec): 3 clusters
  Score: Raw -151840.631041 + Penalty 2342.313628 = -149498.317413
  nChanged 3
		SP:Iteration 22Q (10487.210000 sec): 3 clusters
  Score: Raw -151842.296845 + Penalty 2342.313628 = -149499.983217
  nChanged 5
		SP:Iteration 23Q (10487.380000 sec): 3 clusters
  Score: Raw -151847.362594 + Penalty 2342.313628 = -149505.048966
  nChanged 4
		SP:Iteration 24Q (10487.550000 sec): 3 clusters
  Score: Raw -151850.074864 + Penalty 2342.313628 = -149507.761235
  nChanged 3
		SP:Iteration 25Q (10487.780000 sec): 3 clusters
  Score: Raw -151852.764103 + Penalty 2342.313628 = -149510.450475
  nChanged 6
		SP:Iteration 26Q (10487.910000 sec): 3 clusters
  Score: Raw -151857.672373 + Penalty 2342.313628 = -149515.358745
  nChanged 4
		SP:Iteration 27Q (10488.110000 sec): 3 clusters
  Score: Raw -151860.320193 + Penalty 2342.313628 = -149518.006565
  nChanged 4
		SP:Iteration 28Q (10488.280000 sec): 3 clusters
  Score: Raw -151862.664428 + Penalty 2342.313628 = -149520.350800
  nChanged 1
		SP:Iteration 29Q (10488.420000 sec): 3 clusters
  Score: Raw -151863.849560 + Penalty 2342.313628 = -149521.535932
  nChanged 3
		SP:Iteration 30Q (10488.600000 sec): 3 clusters
  Score: Raw -151866.858327 + Penalty 2342.313628 = -149524.544698
  nChanged 4
		SP:Iteration 31Q (10488.780000 sec): 3 clusters
  Score: Raw -151871.841391 + Penalty 2342.313628 = -149529.527762
  nChanged 3
		SP:Iteration 32Q (10488.950000 sec): 3 clusters
  Score: Raw -151874.772811 + Penalty 2342.313628 = -149532.459183
  nChanged 5
		SP:Iteration 33Q (10489.150000 sec): 3 clusters
  Score: Raw -151878.190980 + Penalty 2342.313628 = -149535.877352
  nChanged 2
		SP:Iteration 34Q (10489.310000 sec): 3 clusters
  Score: Raw -151879.732514 + Penalty 2342.313628 = -149537.418885
  nChanged 1
		SP:Iteration 35Q (10489.460000 sec): 3 clusters
  Score: Raw -151881.141427 + Penalty 2342.313628 = -149538.827799
  nChanged 1
		SP:Iteration 36Q (10489.690000 sec): 3 clusters
  Score: Raw -151881.823570 + Penalty 2342.313628 = -149539.509942
  nChanged 2
		SP:Iteration 37Q (10489.880000 sec): 3 clusters
  Score: Raw -151882.520245 + Penalty 2342.313628 = -149540.206617
  nChanged 0
		SP:Iteration 38F (10490.040000 sec): 3 clusters
  Score: Raw -151882.520245 + Penalty 2342.313628 = -149540.206617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10490.140000 sec): 2 clusters
  Score: Raw -30123.913316 + Penalty 945.763476 = -29178.149840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10490.330000 sec): 3 clusters
  Score: Raw -30247.531439 + Penalty 1891.526952 = -28356.004487
  nChanged 92
		SP:Iteration 1F (10490.490000 sec): 3 clusters
  Score: Raw -30579.160485 + Penalty 1891.526952 = -28687.633533
  nChanged 23
		SP:Iteration 2F (10490.660000 sec): 3 clusters
  Score: Raw -30692.099618 + Penalty 1891.526952 = -28800.572666
  nChanged 17
		SP:Iteration 3F (10490.860000 sec): 3 clusters
  Score: Raw -30765.333956 + Penalty 1891.526952 = -28873.807003
  nChanged 8
		SP:Iteration 4Q (10490.990000 sec): 3 clusters
  Score: Raw -30789.851414 + Penalty 1891.526952 = -28898.324461
  nChanged 4
		SP:Iteration 5Q (10491.180000 sec): 3 clusters
  Score: Raw -30816.021519 + Penalty 1891.526952 = -28924.494567
  nChanged 3
		SP:Iteration 6Q (10491.330000 sec): 3 clusters
  Score: Raw -30818.687250 + Penalty 1891.526952 = -28927.160297
  nChanged 1
		SP:Iteration 7Q (10491.550000 sec): 3 clusters
  Score: Raw -30818.968028 + Penalty 1891.526952 = -28927.441076
  nChanged 0
		SP:Iteration 8F (10491.690000 sec): 3 clusters
  Score: Raw -30818.968028 + Penalty 1891.526952 = -28927.441076
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10491.800000 sec): 2 clusters
  Score: Raw -20035.361572 + Penalty 848.307822 = -19187.053750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10491.940000 sec): 3 clusters
  Score: Raw -20161.280198 + Penalty 1696.615643 = -18464.664555
  nChanged 20
		SP:Iteration 1F (10492.130000 sec): 3 clusters
  Score: Raw -20247.953038 + Penalty 1696.615643 = -18551.337395
  nChanged 6
		SP:Iteration 2Q (10492.280000 sec): 3 clusters
  Score: Raw -20268.118797 + Penalty 1696.615643 = -18571.503154
  nChanged 2
		SP:Iteration 3Q (10492.450000 sec): 3 clusters
  Score: Raw -20272.675750 + Penalty 1696.615643 = -18576.060107
  nChanged 0
		SP:Iteration 4F (10492.570000 sec): 3 clusters
  Score: Raw -20272.675750 + Penalty 1696.615643 = -18576.060107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10492.760000 sec): 2 clusters
  Score: Raw -1711243.537029 + Penalty 1557.025764 = -1709686.511265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10492.980000 sec): 3 clusters
  Score: Raw -1702782.216238 + Penalty 3114.051528 = -1699668.164709
  nChanged 6409
		SP:Iteration 1F (10493.210000 sec): 3 clusters
  Score: Raw -1706167.695361 + Penalty 3114.051528 = -1703053.643833
  nChanged 851
		SP:Iteration 2F (10493.440000 sec): 3 clusters
  Score: Raw -1706532.493007 + Penalty 3114.051528 = -1703418.441479
  nChanged 765
		SP:Iteration 3F (10493.690000 sec): 3 clusters
  Score: Raw -1706833.060526 + Penalty 3114.051528 = -1703719.008997
  nChanged 671
		SP:Iteration 4Q (10493.930000 sec): 3 clusters
  Score: Raw -1707098.457415 + Penalty 3114.051528 = -1703984.405886
  nChanged 597
		SP:Iteration 5Q (10494.160000 sec): 3 clusters
  Score: Raw -1707329.687942 + Penalty 3114.051528 = -1704215.636414
  nChanged 586
		SP:Iteration 6Q (10494.370000 sec): 3 clusters
  Score: Raw -1707583.405964 + Penalty 3114.051528 = -1704469.354436
  nChanged 634
		SP:Iteration 7Q (10494.650000 sec): 3 clusters
  Score: Raw -1707905.864227 + Penalty 3114.051528 = -1704791.812698
  nChanged 664
		SP:Iteration 8Q (10494.890000 sec): 3 clusters
  Score: Raw -1708288.193299 + Penalty 3114.051528 = -1705174.141771
  nChanged 718
		SP:Iteration 9Q (10495.100000 sec): 3 clusters
  Score: Raw -1708736.439076 + Penalty 3114.051528 = -1705622.387548
  nChanged 682
		SP:Iteration 10Q (10495.320000 sec): 3 clusters
  Score: Raw -1709137.497169 + Penalty 3114.051528 = -1706023.445640
  nChanged 640
		SP:Iteration 11Q (10495.570000 sec): 3 clusters
  Score: Raw -1709495.667977 + Penalty 3114.051528 = -1706381.616449
  nChanged 556
		SP:Iteration 12Q (10495.800000 sec): 3 clusters
  Score: Raw -1709759.347048 + Penalty 3114.051528 = -1706645.295520
  nChanged 398
		SP:Iteration 13Q (10496.060000 sec): 3 clusters
  Score: Raw -1709915.571931 + Penalty 3114.051528 = -1706801.520402
  nChanged 273
		SP:Iteration 14Q (10496.250000 sec): 3 clusters
  Score: Raw -1710007.041385 + Penalty 3114.051528 = -1706892.989857
  nChanged 216
		SP:Iteration 15Q (10496.490000 sec): 3 clusters
  Score: Raw -1710061.766626 + Penalty 3114.051528 = -1706947.715097
  nChanged 161
		SP:Iteration 16Q (10496.740000 sec): 3 clusters
  Score: Raw -1710099.554141 + Penalty 3114.051528 = -1706985.502612
  nChanged 153
		SP:Iteration 17Q (10496.980000 sec): 3 clusters
  Score: Raw -1710135.641708 + Penalty 3114.051528 = -1707021.590179
  nChanged 126
		SP:Iteration 18Q (10497.250000 sec): 3 clusters
  Score: Raw -1710161.281862 + Penalty 3114.051528 = -1707047.230333
  nChanged 102
		SP:Iteration 19Q (10497.440000 sec): 3 clusters
  Score: Raw -1710177.920381 + Penalty 3114.051528 = -1707063.868853
  nChanged 77
		SP:Iteration 20F (10497.670000 sec): 3 clusters
  Score: Raw -1710189.731232 + Penalty 3114.051528 = -1707075.679703
  nChanged 66
		SP:Iteration 21Q (10497.940000 sec): 3 clusters
  Score: Raw -1710197.343009 + Penalty 3114.051528 = -1707083.291481
  nChanged 51
		SP:Iteration 22Q (10498.170000 sec): 3 clusters
  Score: Raw -1710203.393486 + Penalty 3114.051528 = -1707089.341957
  nChanged 44
		SP:Iteration 23Q (10498.410000 sec): 3 clusters
  Score: Raw -1710209.522075 + Penalty 3114.051528 = -1707095.470547
  nChanged 39
		SP:Iteration 24Q (10498.600000 sec): 3 clusters
  Score: Raw -1710215.089752 + Penalty 3114.051528 = -1707101.038224
  nChanged 52
		SP:Iteration 25Q (10498.840000 sec): 3 clusters
  Score: Raw -1710221.289536 + Penalty 3114.051528 = -1707107.238007
  nChanged 48
		SP:Iteration 26Q (10499.110000 sec): 3 clusters
  Score: Raw -1710227.589906 + Penalty 3114.051528 = -1707113.538377
  nChanged 51
		SP:Iteration 27Q (10499.320000 sec): 3 clusters
  Score: Raw -1710234.102543 + Penalty 3114.051528 = -1707120.051015
  nChanged 41
		SP:Iteration 28Q (10499.570000 sec): 3 clusters
  Score: Raw -1710239.209659 + Penalty 3114.051528 = -1707125.158130
  nChanged 30
		SP:Iteration 29Q (10499.830000 sec): 3 clusters
  Score: Raw -1710241.797608 + Penalty 3114.051528 = -1707127.746079
  nChanged 21
		SP:Iteration 30Q (10500.020000 sec): 3 clusters
  Score: Raw -1710243.155971 + Penalty 3114.051528 = -1707129.104443
  nChanged 16
		SP:Iteration 31Q (10500.230000 sec): 3 clusters
  Score: Raw -1710244.399853 + Penalty 3114.051528 = -1707130.348325
  nChanged 10
		SP:Iteration 32Q (10500.500000 sec): 3 clusters
  Score: Raw -1710244.957081 + Penalty 3114.051528 = -1707130.905553
  nChanged 5
		SP:Iteration 33Q (10500.730000 sec): 3 clusters
  Score: Raw -1710245.183719 + Penalty 3114.051528 = -1707131.132190
  nChanged 2
		SP:Iteration 34Q (10500.990000 sec): 3 clusters
  Score: Raw -1710245.346025 + Penalty 3114.051528 = -1707131.294497
  nChanged 3
		SP:Iteration 35Q (10501.200000 sec): 3 clusters
  Score: Raw -1710245.478298 + Penalty 3114.051528 = -1707131.426770
  nChanged 4
		SP:Iteration 36Q (10501.450000 sec): 3 clusters
  Score: Raw -1710245.678760 + Penalty 3114.051528 = -1707131.627231
  nChanged 3
		SP:Iteration 37Q (10501.720000 sec): 3 clusters
  Score: Raw -1710245.843944 + Penalty 3114.051528 = -1707131.792416
  nChanged 4
		SP:Iteration 38Q (10501.960000 sec): 3 clusters
  Score: Raw -1710246.242171 + Penalty 3114.051528 = -1707132.190643
  nChanged 8
		SP:Iteration 39Q (10502.190000 sec): 3 clusters
  Score: Raw -1710246.717394 + Penalty 3114.051528 = -1707132.665866
  nChanged 5
		SP:Iteration 40F (10502.480000 sec): 3 clusters
  Score: Raw -1710246.989147 + Penalty 3114.051528 = -1707132.937619
  nChanged 3
		SP:Iteration 41Q (10502.750000 sec): 3 clusters
  Score: Raw -1710247.198665 + Penalty 3114.051528 = -1707133.147137
  nChanged 5
		SP:Iteration 42Q (10502.960000 sec): 3 clusters
  Score: Raw -1710247.495070 + Penalty 3114.051528 = -1707133.443541
  nChanged 4
		SP:Iteration 43Q (10503.200000 sec): 3 clusters
  Score: Raw -1710247.623442 + Penalty 3114.051528 = -1707133.571913
  nChanged 2
		SP:Iteration 44Q (10503.460000 sec): 3 clusters
  Score: Raw -1710247.766283 + Penalty 3114.051528 = -1707133.714755
  nChanged 1
		SP:Iteration 45Q (10503.690000 sec): 3 clusters
  Score: Raw -1710247.805097 + Penalty 3114.051528 = -1707133.753568
  nChanged 2
		SP:Iteration 46Q (10503.900000 sec): 3 clusters
  Score: Raw -1710247.901988 + Penalty 3114.051528 = -1707133.850460
  nChanged 1
		SP:Iteration 47Q (10504.150000 sec): 3 clusters
  Score: Raw -1710247.985697 + Penalty 3114.051528 = -1707133.934168
  nChanged 3
		SP:Iteration 48Q (10504.410000 sec): 3 clusters
  Score: Raw -1710248.411911 + Penalty 3114.051528 = -1707134.360382
  nChanged 3
		SP:Iteration 49Q (10504.650000 sec): 3 clusters
  Score: Raw -1710248.648253 + Penalty 3114.051528 = -1707134.596725
  nChanged 4
		SP:Iteration 50Q (10504.920000 sec): 3 clusters
  Score: Raw -1710249.012785 + Penalty 3114.051528 = -1707134.961257
  nChanged 11
		SP:Iteration 51Q (10505.130000 sec): 3 clusters
  Score: Raw -1710249.766276 + Penalty 3114.051528 = -1707135.714748
  nChanged 10
		SP:Iteration 52Q (10505.390000 sec): 3 clusters
  Score: Raw -1710250.550291 + Penalty 3114.051528 = -1707136.498763
  nChanged 10
		SP:Iteration 53Q (10505.620000 sec): 3 clusters
  Score: Raw -1710251.220161 + Penalty 3114.051528 = -1707137.168633
  nChanged 9
		SP:Iteration 54Q (10505.820000 sec): 3 clusters
  Score: Raw -1710251.901885 + Penalty 3114.051528 = -1707137.850356
  nChanged 11
		SP:Iteration 55Q (10506.070000 sec): 3 clusters
  Score: Raw -1710252.324611 + Penalty 3114.051528 = -1707138.273082
  nChanged 6
		SP:Iteration 56Q (10506.310000 sec): 3 clusters
  Score: Raw -1710252.616557 + Penalty 3114.051528 = -1707138.565028
  nChanged 6
		SP:Iteration 57Q (10506.550000 sec): 3 clusters
  Score: Raw -1710253.084790 + Penalty 3114.051528 = -1707139.033262
  nChanged 4
		SP:Iteration 58Q (10506.790000 sec): 3 clusters
  Score: Raw -1710253.237207 + Penalty 3114.051528 = -1707139.185678
  nChanged 2
		SP:Iteration 59Q (10507.030000 sec): 3 clusters
  Score: Raw -1710253.365595 + Penalty 3114.051528 = -1707139.314066
  nChanged 2
		SP:Iteration 60F (10507.240000 sec): 3 clusters
  Score: Raw -1710253.490994 + Penalty 3114.051528 = -1707139.439465
  nChanged 3
		SP:Iteration 61Q (10507.500000 sec): 3 clusters
  Score: Raw -1710253.696412 + Penalty 3114.051528 = -1707139.644884
  nChanged 4
		SP:Iteration 62Q (10507.780000 sec): 3 clusters
  Score: Raw -1710254.052448 + Penalty 3114.051528 = -1707140.000920
  nChanged 3
		SP:Iteration 63Q (10508.000000 sec): 3 clusters
  Score: Raw -1710254.244543 + Penalty 3114.051528 = -1707140.193014
  nChanged 0
		SP:Iteration 64F (10508.210000 sec): 3 clusters
  Score: Raw -1710254.244543 + Penalty 3114.051528 = -1707140.193014
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10508.380000 sec): 2 clusters
  Score: Raw -2270881.117343 + Penalty 1594.943802 = -2269286.173541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10508.680000 sec): 3 clusters
  Score: Raw -2259984.772103 + Penalty 3189.887603 = -2256794.884500
  nChanged 8171
		SP:Iteration 1F (10508.880000 sec): 3 clusters
  Score: Raw -2264545.426378 + Penalty 3189.887603 = -2261355.538774
  nChanged 1163
		SP:Iteration 2F (10509.150000 sec): 3 clusters
  Score: Raw -2265222.505892 + Penalty 3189.887603 = -2262032.618289
  nChanged 1264
		SP:Iteration 3F (10509.400000 sec): 3 clusters
  Score: Raw -2266137.676261 + Penalty 3189.887603 = -2262947.788658
  nChanged 1447
		SP:Iteration 4F (10509.650000 sec): 3 clusters
  Score: Raw -2267405.892030 + Penalty 3189.887603 = -2264216.004427
  nChanged 1532
		SP:Iteration 5F (10509.910000 sec): 3 clusters
  Score: Raw -2268732.959823 + Penalty 3189.887603 = -2265543.072220
  nChanged 1329
		SP:Iteration 6F (10510.200000 sec): 3 clusters
  Score: Raw -2269774.220633 + Penalty 3189.887603 = -2266584.333030
  nChanged 1067
		SP:Iteration 7F (10510.450000 sec): 3 clusters
  Score: Raw -2270492.448138 + Penalty 3189.887603 = -2267302.560534
  nChanged 763
		SP:Iteration 8Q (10510.680000 sec): 3 clusters
  Score: Raw -2270947.467106 + Penalty 3189.887603 = -2267757.579503
  nChanged 532
		SP:Iteration 9Q (10510.950000 sec): 3 clusters
  Score: Raw -2271172.902663 + Penalty 3189.887603 = -2267983.015060
  nChanged 346
		SP:Iteration 10Q (10511.180000 sec): 3 clusters
  Score: Raw -2271283.031279 + Penalty 3189.887603 = -2268093.143676
  nChanged 269
		SP:Iteration 11Q (10511.450000 sec): 3 clusters
  Score: Raw -2271364.987166 + Penalty 3189.887603 = -2268175.099563
  nChanged 196
		SP:Iteration 12Q (10511.780000 sec): 3 clusters
  Score: Raw -2271415.744639 + Penalty 3189.887603 = -2268225.857036
  nChanged 146
		SP:Iteration 13Q (10512.010000 sec): 3 clusters
  Score: Raw -2271447.481520 + Penalty 3189.887603 = -2268257.593916
  nChanged 117
		SP:Iteration 14Q (10512.290000 sec): 3 clusters
  Score: Raw -2271475.754539 + Penalty 3189.887603 = -2268285.866935
  nChanged 97
		SP:Iteration 15Q (10512.520000 sec): 3 clusters
  Score: Raw -2271503.341379 + Penalty 3189.887603 = -2268313.453776
  nChanged 92
		SP:Iteration 16Q (10512.770000 sec): 3 clusters
  Score: Raw -2271525.129138 + Penalty 3189.887603 = -2268335.241535
  nChanged 87
		SP:Iteration 17Q (10513.070000 sec): 3 clusters
  Score: Raw -2271546.820020 + Penalty 3189.887603 = -2268356.932417
  nChanged 95
		SP:Iteration 18Q (10513.290000 sec): 3 clusters
  Score: Raw -2271567.931297 + Penalty 3189.887603 = -2268378.043693
  nChanged 68
		SP:Iteration 19Q (10513.550000 sec): 3 clusters
  Score: Raw -2271581.075836 + Penalty 3189.887603 = -2268391.188233
  nChanged 63
		SP:Iteration 20F (10513.780000 sec): 3 clusters
  Score: Raw -2271590.891783 + Penalty 3189.887603 = -2268401.004180
  nChanged 50
		SP:Iteration 21Q (10514.060000 sec): 3 clusters
  Score: Raw -2271598.029969 + Penalty 3189.887603 = -2268408.142366
  nChanged 38
		SP:Iteration 22Q (10514.330000 sec): 3 clusters
  Score: Raw -2271603.717208 + Penalty 3189.887603 = -2268413.829605
  nChanged 32
		SP:Iteration 23Q (10514.590000 sec): 3 clusters
  Score: Raw -2271607.591149 + Penalty 3189.887603 = -2268417.703545
  nChanged 27
		SP:Iteration 24Q (10514.830000 sec): 3 clusters
  Score: Raw -2271611.156327 + Penalty 3189.887603 = -2268421.268723
  nChanged 22
		SP:Iteration 25Q (10515.090000 sec): 3 clusters
  Score: Raw -2271613.967911 + Penalty 3189.887603 = -2268424.080308
  nChanged 21
		SP:Iteration 26Q (10515.370000 sec): 3 clusters
  Score: Raw -2271616.477530 + Penalty 3189.887603 = -2268426.589927
  nChanged 17
		SP:Iteration 27Q (10515.590000 sec): 3 clusters
  Score: Raw -2271618.779206 + Penalty 3189.887603 = -2268428.891602
  nChanged 18
		SP:Iteration 28Q (10515.850000 sec): 3 clusters
  Score: Raw -2271621.123257 + Penalty 3189.887603 = -2268431.235654
  nChanged 15
		SP:Iteration 29Q (10516.120000 sec): 3 clusters
  Score: Raw -2271623.158642 + Penalty 3189.887603 = -2268433.271038
  nChanged 15
		SP:Iteration 30Q (10516.360000 sec): 3 clusters
  Score: Raw -2271625.196721 + Penalty 3189.887603 = -2268435.309118
  nChanged 13
		SP:Iteration 31Q (10516.620000 sec): 3 clusters
  Score: Raw -2271626.564091 + Penalty 3189.887603 = -2268436.676488
  nChanged 11
		SP:Iteration 32Q (10516.870000 sec): 3 clusters
  Score: Raw -2271627.810847 + Penalty 3189.887603 = -2268437.923243
  nChanged 9
		SP:Iteration 33Q (10517.130000 sec): 3 clusters
  Score: Raw -2271629.627074 + Penalty 3189.887603 = -2268439.739471
  nChanged 9
		SP:Iteration 34Q (10517.400000 sec): 3 clusters
  Score: Raw -2271631.658242 + Penalty 3189.887603 = -2268441.770638
  nChanged 19
		SP:Iteration 35Q (10517.640000 sec): 3 clusters
  Score: Raw -2271636.031379 + Penalty 3189.887603 = -2268446.143775
  nChanged 20
		SP:Iteration 36Q (10517.890000 sec): 3 clusters
  Score: Raw -2271638.686566 + Penalty 3189.887603 = -2268448.798963
  nChanged 20
		SP:Iteration 37Q (10518.180000 sec): 3 clusters
  Score: Raw -2271641.324662 + Penalty 3189.887603 = -2268451.437058
  nChanged 17
		SP:Iteration 38Q (10518.420000 sec): 3 clusters
  Score: Raw -2271644.180029 + Penalty 3189.887603 = -2268454.292426
  nChanged 11
		SP:Iteration 39Q (10518.680000 sec): 3 clusters
  Score: Raw -2271646.294738 + Penalty 3189.887603 = -2268456.407135
  nChanged 18
		SP:Iteration 40F (10518.950000 sec): 3 clusters
  Score: Raw -2271649.996773 + Penalty 3189.887603 = -2268460.109170
  nChanged 25
		SP:Iteration 41Q (10519.210000 sec): 3 clusters
  Score: Raw -2271658.430234 + Penalty 3189.887603 = -2268468.542631
  nChanged 28
		SP:Iteration 42Q (10519.470000 sec): 3 clusters
  Score: Raw -2271664.021196 + Penalty 3189.887603 = -2268474.133593
  nChanged 26
		SP:Iteration 43Q (10519.710000 sec): 3 clusters
  Score: Raw -2271670.159532 + Penalty 3189.887603 = -2268480.271929
  nChanged 25
		SP:Iteration 44Q (10519.940000 sec): 3 clusters
  Score: Raw -2271674.991466 + Penalty 3189.887603 = -2268485.103863
  nChanged 26
		SP:Iteration 45Q (10520.190000 sec): 3 clusters
  Score: Raw -2271679.059745 + Penalty 3189.887603 = -2268489.172142
  nChanged 19
		SP:Iteration 46Q (10520.440000 sec): 3 clusters
  Score: Raw -2271681.571350 + Penalty 3189.887603 = -2268491.683746
  nChanged 15
		SP:Iteration 47Q (10520.700000 sec): 3 clusters
  Score: Raw -2271683.274471 + Penalty 3189.887603 = -2268493.386868
  nChanged 11
		SP:Iteration 48Q (10520.950000 sec): 3 clusters
  Score: Raw -2271684.239769 + Penalty 3189.887603 = -2268494.352166
  nChanged 6
		SP:Iteration 49Q (10521.210000 sec): 3 clusters
  Score: Raw -2271684.659170 + Penalty 3189.887603 = -2268494.771567
  nChanged 4
		SP:Iteration 50Q (10521.460000 sec): 3 clusters
  Score: Raw -2271685.047381 + Penalty 3189.887603 = -2268495.159777
  nChanged 2
		SP:Iteration 51Q (10521.700000 sec): 3 clusters
  Score: Raw -2271685.260935 + Penalty 3189.887603 = -2268495.373331
  nChanged 3
		SP:Iteration 52Q (10521.940000 sec): 3 clusters
  Score: Raw -2271685.513985 + Penalty 3189.887603 = -2268495.626382
  nChanged 1
		SP:Iteration 53Q (10522.180000 sec): 3 clusters
  Score: Raw -2271685.666576 + Penalty 3189.887603 = -2268495.778973
  nChanged 2
		SP:Iteration 54Q (10522.420000 sec): 3 clusters
  Score: Raw -2271685.829657 + Penalty 3189.887603 = -2268495.942054
  nChanged 1
		SP:Iteration 55Q (10522.650000 sec): 3 clusters
  Score: Raw -2271685.901353 + Penalty 3189.887603 = -2268496.013750
  nChanged 1
		SP:Iteration 56Q (10522.920000 sec): 3 clusters
  Score: Raw -2271685.997339 + Penalty 3189.887603 = -2268496.109736
  nChanged 4
		SP:Iteration 57Q (10523.160000 sec): 3 clusters
  Score: Raw -2271686.329428 + Penalty 3189.887603 = -2268496.441825
  nChanged 3
		SP:Iteration 58Q (10523.400000 sec): 3 clusters
  Score: Raw -2271686.671324 + Penalty 3189.887603 = -2268496.783721
  nChanged 6
		SP:Iteration 59Q (10523.650000 sec): 3 clusters
  Score: Raw -2271687.288212 + Penalty 3189.887603 = -2268497.400608
  nChanged 6
		SP:Iteration 60F (10523.930000 sec): 3 clusters
  Score: Raw -2271687.635897 + Penalty 3189.887603 = -2268497.748294
  nChanged 4
		SP:Iteration 61Q (10524.210000 sec): 3 clusters
  Score: Raw -2271687.854488 + Penalty 3189.887603 = -2268497.966885
  nChanged 2
		SP:Iteration 62Q (10524.440000 sec): 3 clusters
  Score: Raw -2271687.932138 + Penalty 3189.887603 = -2268498.044535
  nChanged 5
		SP:Iteration 63Q (10524.700000 sec): 3 clusters
  Score: Raw -2271688.331976 + Penalty 3189.887603 = -2268498.444372
  nChanged 3
		SP:Iteration 64Q (10524.930000 sec): 3 clusters
  Score: Raw -2271688.996857 + Penalty 3189.887603 = -2268499.109254
  nChanged 3
		SP:Iteration 65Q (10525.170000 sec): 3 clusters
  Score: Raw -2271689.334401 + Penalty 3189.887603 = -2268499.446797
  nChanged 4
		SP:Iteration 66Q (10525.410000 sec): 3 clusters
  Score: Raw -2271689.746262 + Penalty 3189.887603 = -2268499.858659
  nChanged 6
		SP:Iteration 67Q (10525.630000 sec): 3 clusters
  Score: Raw -2271690.335064 + Penalty 3189.887603 = -2268500.447460
  nChanged 5
		SP:Iteration 68Q (10525.840000 sec): 3 clusters
  Score: Raw -2271690.983316 + Penalty 3189.887603 = -2268501.095713
  nChanged 7
		SP:Iteration 69Q (10526.100000 sec): 3 clusters
  Score: Raw -2271691.513589 + Penalty 3189.887603 = -2268501.625986
  nChanged 2
		SP:Iteration 70Q (10526.340000 sec): 3 clusters
  Score: Raw -2271691.641987 + Penalty 3189.887603 = -2268501.754384
  nChanged 1
		SP:Iteration 71Q (10526.620000 sec): 3 clusters
  Score: Raw -2271691.761733 + Penalty 3189.887603 = -2268501.874130
  nChanged 3
		SP:Iteration 72Q (10526.870000 sec): 3 clusters
  Score: Raw -2271692.000685 + Penalty 3189.887603 = -2268502.113082
  nChanged 2
		SP:Iteration 73Q (10527.090000 sec): 3 clusters
  Score: Raw -2271692.251976 + Penalty 3189.887603 = -2268502.364373
  nChanged 2
		SP:Iteration 74Q (10527.380000 sec): 3 clusters
  Score: Raw -2271692.537726 + Penalty 3189.887603 = -2268502.650123
  nChanged 3
		SP:Iteration 75Q (10527.630000 sec): 3 clusters
  Score: Raw -2271692.957815 + Penalty 3189.887603 = -2268503.070212
  nChanged 3
		SP:Iteration 76Q (10527.880000 sec): 3 clusters
  Score: Raw -2271693.212514 + Penalty 3189.887603 = -2268503.324911
  nChanged 1
		SP:Iteration 77Q (10528.140000 sec): 3 clusters
  Score: Raw -2271693.343319 + Penalty 3189.887603 = -2268503.455716
  nChanged 1
		SP:Iteration 78Q (10528.390000 sec): 3 clusters
  Score: Raw -2271693.453316 + Penalty 3189.887603 = -2268503.565712
  nChanged 1
		SP:Iteration 79Q (10528.650000 sec): 3 clusters
  Score: Raw -2271693.495480 + Penalty 3189.887603 = -2268503.607877
  nChanged 1
		SP:Iteration 80F (10528.880000 sec): 3 clusters
  Score: Raw -2271693.582184 + Penalty 3189.887603 = -2268503.694580
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (1143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10529.010000 sec): 2 clusters
  Score: Raw -128779.257619 + Penalty 1144.229395 = -127635.028223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10529.190000 sec): 3 clusters
  Score: Raw -128440.124412 + Penalty 2288.458791 = -126151.665621
  nChanged 354
		SP:Iteration 1F (10529.360000 sec): 3 clusters
  Score: Raw -128779.407020 + Penalty 2288.458791 = -126490.948229
  nChanged 103
		SP:Iteration 2F (10529.550000 sec): 3 clusters
  Score: Raw -128913.435422 + Penalty 2288.458791 = -126624.976631
  nChanged 66
		SP:Iteration 3F (10529.720000 sec): 3 clusters
  Score: Raw -129009.020224 + Penalty 2288.458791 = -126720.561433
  nChanged 55
		SP:Iteration 4Q (10529.910000 sec): 3 clusters
  Score: Raw -129084.604836 + Penalty 2288.458791 = -126796.146045
  nChanged 40
		SP:Iteration 5Q (10530.090000 sec): 3 clusters
  Score: Raw -129141.705718 + Penalty 2288.458791 = -126853.246927
  nChanged 38
		SP:Iteration 6Q (10530.260000 sec): 3 clusters
  Score: Raw -129202.819791 + Penalty 2288.458791 = -126914.361000
  nChanged 32
		SP:Iteration 7Q (10530.430000 sec): 3 clusters
  Score: Raw -129232.179969 + Penalty 2288.458791 = -126943.721178
  nChanged 15
		SP:Iteration 8Q (10530.600000 sec): 3 clusters
  Score: Raw -129245.257794 + Penalty 2288.458791 = -126956.799003
  nChanged 12
		SP:Iteration 9Q (10530.790000 sec): 3 clusters
  Score: Raw -129255.263689 + Penalty 2288.458791 = -126966.804898
  nChanged 9
		SP:Iteration 10Q (10530.960000 sec): 3 clusters
  Score: Raw -129262.029293 + Penalty 2288.458791 = -126973.570502
  nChanged 7
		SP:Iteration 11Q (10531.160000 sec): 3 clusters
  Score: Raw -129268.438933 + Penalty 2288.458791 = -126979.980142
  nChanged 6
		SP:Iteration 12Q (10531.340000 sec): 3 clusters
  Score: Raw -129272.784251 + Penalty 2288.458791 = -126984.325460
  nChanged 2
		SP:Iteration 13Q (10531.530000 sec): 3 clusters
  Score: Raw -129274.531281 + Penalty 2288.458791 = -126986.072491
  nChanged 2
		SP:Iteration 14Q (10531.700000 sec): 3 clusters
  Score: Raw -129276.046173 + Penalty 2288.458791 = -126987.587382
  nChanged 2
		SP:Iteration 15Q (10531.870000 sec): 3 clusters
  Score: Raw -129278.088338 + Penalty 2288.458791 = -126989.629548
  nChanged 3
		SP:Iteration 16Q (10532.050000 sec): 3 clusters
  Score: Raw -129280.223669 + Penalty 2288.458791 = -126991.764878
  nChanged 3
		SP:Iteration 17Q (10532.230000 sec): 3 clusters
  Score: Raw -129282.503871 + Penalty 2288.458791 = -126994.045080
  nChanged 3
		SP:Iteration 18Q (10532.360000 sec): 3 clusters
  Score: Raw -129285.134948 + Penalty 2288.458791 = -126996.676157
  nChanged 3
		SP:Iteration 19Q (10532.540000 sec): 3 clusters
  Score: Raw -129288.744841 + Penalty 2288.458791 = -127000.286051
  nChanged 8
		SP:Iteration 20F (10532.730000 sec): 3 clusters
  Score: Raw -129294.800597 + Penalty 2288.458791 = -127006.341806
  nChanged 5
		SP:Iteration 21Q (10532.900000 sec): 3 clusters
  Score: Raw -129297.973917 + Penalty 2288.458791 = -127009.515126
  nChanged 4
		SP:Iteration 22Q (10533.080000 sec): 3 clusters
  Score: Raw -129301.242006 + Penalty 2288.458791 = -127012.783216
  nChanged 5
		SP:Iteration 23Q (10533.240000 sec): 3 clusters
  Score: Raw -129304.130614 + Penalty 2288.458791 = -127015.671824
  nChanged 4
		SP:Iteration 24Q (10533.430000 sec): 3 clusters
  Score: Raw -129306.664770 + Penalty 2288.458791 = -127018.205979
  nChanged 2
		SP:Iteration 25Q (10533.570000 sec): 3 clusters
  Score: Raw -129308.511415 + Penalty 2288.458791 = -127020.052624
  nChanged 4
		SP:Iteration 26Q (10533.780000 sec): 3 clusters
  Score: Raw -129310.510203 + Penalty 2288.458791 = -127022.051413
  nChanged 3
		SP:Iteration 27Q (10533.920000 sec): 3 clusters
  Score: Raw -129315.542270 + Penalty 2288.458791 = -127027.083479
  nChanged 4
		SP:Iteration 28Q (10534.100000 sec): 3 clusters
  Score: Raw -129318.307681 + Penalty 2288.458791 = -127029.848890
  nChanged 1
		SP:Iteration 29Q (10534.330000 sec): 3 clusters
  Score: Raw -129318.742244 + Penalty 2288.458791 = -127030.283454
  nChanged 2
		SP:Iteration 30Q (10534.490000 sec): 3 clusters
  Score: Raw -129319.554968 + Penalty 2288.458791 = -127031.096177
  nChanged 1
		SP:Iteration 31Q (10534.640000 sec): 3 clusters
  Score: Raw -129320.108682 + Penalty 2288.458791 = -127031.649891
  nChanged 0
		SP:Iteration 32F (10534.830000 sec): 3 clusters
  Score: Raw -129320.108682 + Penalty 2288.458791 = -127031.649891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (3287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10534.920000 sec): 2 clusters
  Score: Raw -376972.211676 + Penalty 1315.881218 = -375656.330458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10535.100000 sec): 3 clusters
  Score: Raw -375395.679998 + Penalty 2631.762436 = -372763.917562
  nChanged 1300
		SP:Iteration 1F (10535.340000 sec): 3 clusters
  Score: Raw -376246.518859 + Penalty 2631.762436 = -373614.756423
  nChanged 293
		SP:Iteration 2F (10535.520000 sec): 3 clusters
  Score: Raw -376482.558741 + Penalty 2631.762436 = -373850.796304
  nChanged 235
		SP:Iteration 3F (10535.700000 sec): 3 clusters
  Score: Raw -376659.077287 + Penalty 2631.762436 = -374027.314851
  nChanged 163
		SP:Iteration 4Q (10535.850000 sec): 3 clusters
  Score: Raw -376794.332953 + Penalty 2631.762436 = -374162.570517
  nChanged 144
		SP:Iteration 5Q (10536.020000 sec): 3 clusters
  Score: Raw -376911.455663 + Penalty 2631.762436 = -374279.693226
  nChanged 124
		SP:Iteration 6Q (10536.240000 sec): 3 clusters
  Score: Raw -377016.873023 + Penalty 2631.762436 = -374385.110586
  nChanged 108
		SP:Iteration 7Q (10536.400000 sec): 3 clusters
  Score: Raw -377104.654207 + Penalty 2631.762436 = -374472.891770
  nChanged 89
		SP:Iteration 8Q (10536.560000 sec): 3 clusters
  Score: Raw -377166.101196 + Penalty 2631.762436 = -374534.338759
  nChanged 64
		SP:Iteration 9Q (10536.780000 sec): 3 clusters
  Score: Raw -377213.666289 + Penalty 2631.762436 = -374581.903852
  nChanged 56
		SP:Iteration 10Q (10536.940000 sec): 3 clusters
  Score: Raw -377258.748621 + Penalty 2631.762436 = -374626.986184
  nChanged 53
		SP:Iteration 11Q (10537.110000 sec): 3 clusters
  Score: Raw -377289.815526 + Penalty 2631.762436 = -374658.053090
  nChanged 47
		SP:Iteration 12Q (10537.330000 sec): 3 clusters
  Score: Raw -377317.465258 + Penalty 2631.762436 = -374685.702821
  nChanged 45
		SP:Iteration 13Q (10537.510000 sec): 3 clusters
  Score: Raw -377345.303440 + Penalty 2631.762436 = -374713.541004
  nChanged 40
		SP:Iteration 14Q (10537.680000 sec): 3 clusters
  Score: Raw -377365.501086 + Penalty 2631.762436 = -374733.738650
  nChanged 29
		SP:Iteration 15Q (10537.870000 sec): 3 clusters
  Score: Raw -377380.879096 + Penalty 2631.762436 = -374749.116659
  nChanged 16
		SP:Iteration 16Q (10538.050000 sec): 3 clusters
  Score: Raw -377391.169490 + Penalty 2631.762436 = -374759.407054
  nChanged 18
		SP:Iteration 17Q (10538.200000 sec): 3 clusters
  Score: Raw -377402.842700 + Penalty 2631.762436 = -374771.080263
  nChanged 16
		SP:Iteration 18Q (10538.370000 sec): 3 clusters
  Score: Raw -377412.943862 + Penalty 2631.762436 = -374781.181426
  nChanged 15
		SP:Iteration 19Q (10538.550000 sec): 3 clusters
  Score: Raw -377421.626811 + Penalty 2631.762436 = -374789.864375
  nChanged 14
		SP:Iteration 20F (10538.740000 sec): 3 clusters
  Score: Raw -377430.363481 + Penalty 2631.762436 = -374798.601044
  nChanged 12
		SP:Iteration 21Q (10538.920000 sec): 3 clusters
  Score: Raw -377438.216131 + Penalty 2631.762436 = -374806.453694
  nChanged 10
		SP:Iteration 22Q (10539.110000 sec): 3 clusters
  Score: Raw -377444.248654 + Penalty 2631.762436 = -374812.486218
  nChanged 11
		SP:Iteration 23Q (10539.290000 sec): 3 clusters
  Score: Raw -377450.450035 + Penalty 2631.762436 = -374818.687599
  nChanged 6
		SP:Iteration 24Q (10539.480000 sec): 3 clusters
  Score: Raw -377452.764282 + Penalty 2631.762436 = -374821.001846
  nChanged 3
		SP:Iteration 25Q (10539.670000 sec): 3 clusters
  Score: Raw -377455.148930 + Penalty 2631.762436 = -374823.386494
  nChanged 6
		SP:Iteration 26Q (10539.840000 sec): 3 clusters
  Score: Raw -377463.879509 + Penalty 2631.762436 = -374832.117072
  nChanged 8
		SP:Iteration 27Q (10540.060000 sec): 3 clusters
  Score: Raw -377470.662759 + Penalty 2631.762436 = -374838.900322
  nChanged 6
		SP:Iteration 28Q (10540.210000 sec): 3 clusters
  Score: Raw -377476.180150 + Penalty 2631.762436 = -374844.417713
  nChanged 3
		SP:Iteration 29Q (10540.410000 sec): 3 clusters
  Score: Raw -377484.874334 + Penalty 2631.762436 = -374853.111897
  nChanged 8
		SP:Iteration 30Q (10540.560000 sec): 3 clusters
  Score: Raw -377493.600097 + Penalty 2631.762436 = -374861.837661
  nChanged 6
		SP:Iteration 31Q (10540.750000 sec): 3 clusters
  Score: Raw -377498.874412 + Penalty 2631.762436 = -374867.111976
  nChanged 5
		SP:Iteration 32Q (10540.920000 sec): 3 clusters
  Score: Raw -377501.136625 + Penalty 2631.762436 = -374869.374189
  nChanged 4
		SP:Iteration 33Q (10541.090000 sec): 3 clusters
  Score: Raw -377505.357573 + Penalty 2631.762436 = -374873.595137
  nChanged 10
		SP:Iteration 34Q (10541.270000 sec): 3 clusters
  Score: Raw -377511.211006 + Penalty 2631.762436 = -374879.448570
  nChanged 7
		SP:Iteration 35Q (10541.460000 sec): 3 clusters
  Score: Raw -377515.820948 + Penalty 2631.762436 = -374884.058512
  nChanged 2
		SP:Iteration 36Q (10541.610000 sec): 3 clusters
  Score: Raw -377517.871997 + Penalty 2631.762436 = -374886.109561
  nChanged 1
		SP:Iteration 37Q (10541.810000 sec): 3 clusters
  Score: Raw -377518.264498 + Penalty 2631.762436 = -374886.502062
  nChanged 4
		SP:Iteration 38Q (10541.990000 sec): 3 clusters
  Score: Raw -377520.466633 + Penalty 2631.762436 = -374888.704197
  nChanged 3
		SP:Iteration 39Q (10542.160000 sec): 3 clusters
  Score: Raw -377521.647095 + Penalty 2631.762436 = -374889.884659
  nChanged 2
		SP:Iteration 40F (10542.350000 sec): 3 clusters
  Score: Raw -377522.775587 + Penalty 2631.762436 = -374891.013151
  nChanged 1
		SP:Iteration 41Q (10542.550000 sec): 3 clusters
  Score: Raw -377522.915890 + Penalty 2631.762436 = -374891.153453
  nChanged 0
		SP:Iteration 42F (10542.710000 sec): 3 clusters
  Score: Raw -377522.915890 + Penalty 2631.762436 = -374891.153453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10542.820000 sec): 2 clusters
  Score: Raw -940630.819086 + Penalty 1474.497883 = -939156.321203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10543.080000 sec): 3 clusters
  Score: Raw -935793.854578 + Penalty 2948.995766 = -932844.858812
  nChanged 3758
		SP:Iteration 1F (10543.260000 sec): 3 clusters
  Score: Raw -938113.164023 + Penalty 2948.995766 = -935164.168257
  nChanged 793
		SP:Iteration 2F (10543.500000 sec): 3 clusters
  Score: Raw -938702.249204 + Penalty 2948.995766 = -935753.253437
  nChanged 689
		SP:Iteration 3F (10543.710000 sec): 3 clusters
  Score: Raw -939254.708262 + Penalty 2948.995766 = -936305.712496
  nChanged 626
		SP:Iteration 4F (10543.950000 sec): 3 clusters
  Score: Raw -939741.482824 + Penalty 2948.995766 = -936792.487058
  nChanged 531
		SP:Iteration 5F (10544.130000 sec): 3 clusters
  Score: Raw -940123.094197 + Penalty 2948.995766 = -937174.098430
  nChanged 425
		SP:Iteration 6Q (10544.350000 sec): 3 clusters
  Score: Raw -940363.383040 + Penalty 2948.995766 = -937414.387274
  nChanged 318
		SP:Iteration 7Q (10544.570000 sec): 3 clusters
  Score: Raw -940515.984284 + Penalty 2948.995766 = -937566.988518
  nChanged 222
		SP:Iteration 8Q (10544.800000 sec): 3 clusters
  Score: Raw -940608.535718 + Penalty 2948.995766 = -937659.539951
  nChanged 186
		SP:Iteration 9Q (10545.020000 sec): 3 clusters
  Score: Raw -940685.316835 + Penalty 2948.995766 = -937736.321069
  nChanged 149
		SP:Iteration 10Q (10545.250000 sec): 3 clusters
  Score: Raw -940738.628706 + Penalty 2948.995766 = -937789.632939
  nChanged 131
		SP:Iteration 11Q (10545.430000 sec): 3 clusters
  Score: Raw -940784.027601 + Penalty 2948.995766 = -937835.031834
  nChanged 123
		SP:Iteration 12Q (10545.650000 sec): 3 clusters
  Score: Raw -940829.023126 + Penalty 2948.995766 = -937880.027360
  nChanged 125
		SP:Iteration 13Q (10545.870000 sec): 3 clusters
  Score: Raw -940881.633511 + Penalty 2948.995766 = -937932.637745
  nChanged 136
		SP:Iteration 14Q (10546.070000 sec): 3 clusters
  Score: Raw -940929.398568 + Penalty 2948.995766 = -937980.402802
  nChanged 118
		SP:Iteration 15Q (10546.310000 sec): 3 clusters
  Score: Raw -940968.067203 + Penalty 2948.995766 = -938019.071437
  nChanged 115
		SP:Iteration 16Q (10546.480000 sec): 3 clusters
  Score: Raw -940998.731739 + Penalty 2948.995766 = -938049.735973
  nChanged 93
		SP:Iteration 17Q (10546.700000 sec): 3 clusters
  Score: Raw -941025.063318 + Penalty 2948.995766 = -938076.067552
  nChanged 85
		SP:Iteration 18Q (10546.910000 sec): 3 clusters
  Score: Raw -941049.554992 + Penalty 2948.995766 = -938100.559226
  nChanged 81
		SP:Iteration 19Q (10547.100000 sec): 3 clusters
  Score: Raw -941074.219145 + Penalty 2948.995766 = -938125.223379
  nChanged 87
		SP:Iteration 20F (10547.320000 sec): 3 clusters
  Score: Raw -941099.869878 + Penalty 2948.995766 = -938150.874111
  nChanged 86
		SP:Iteration 21Q (10547.530000 sec): 3 clusters
  Score: Raw -941128.714332 + Penalty 2948.995766 = -938179.718566
  nChanged 92
		SP:Iteration 22Q (10547.750000 sec): 3 clusters
  Score: Raw -941170.486171 + Penalty 2948.995766 = -938221.490405
  nChanged 96
		SP:Iteration 23Q (10547.950000 sec): 3 clusters
  Score: Raw -941222.493234 + Penalty 2948.995766 = -938273.497467
  nChanged 101
		SP:Iteration 24Q (10548.130000 sec): 3 clusters
  Score: Raw -941270.291634 + Penalty 2948.995766 = -938321.295868
  nChanged 96
		SP:Iteration 25Q (10548.330000 sec): 3 clusters
  Score: Raw -941320.552793 + Penalty 2948.995766 = -938371.557027
  nChanged 105
		SP:Iteration 26Q (10548.540000 sec): 3 clusters
  Score: Raw -941385.378569 + Penalty 2948.995766 = -938436.382803
  nChanged 106
		SP:Iteration 27Q (10548.750000 sec): 3 clusters
  Score: Raw -941458.245807 + Penalty 2948.995766 = -938509.250040
  nChanged 91
		SP:Iteration 28Q (10548.960000 sec): 3 clusters
  Score: Raw -941516.828121 + Penalty 2948.995766 = -938567.832355
  nChanged 67
		SP:Iteration 29Q (10549.130000 sec): 3 clusters
  Score: Raw -941548.820684 + Penalty 2948.995766 = -938599.824918
  nChanged 61
		SP:Iteration 30Q (10549.330000 sec): 3 clusters
  Score: Raw -941576.062599 + Penalty 2948.995766 = -938627.066833
  nChanged 53
		SP:Iteration 31Q (10549.570000 sec): 3 clusters
  Score: Raw -941594.825748 + Penalty 2948.995766 = -938645.829982
  nChanged 50
		SP:Iteration 32Q (10549.790000 sec): 3 clusters
  Score: Raw -941613.115583 + Penalty 2948.995766 = -938664.119816
  nChanged 32
		SP:Iteration 33Q (10549.950000 sec): 3 clusters
  Score: Raw -941624.246082 + Penalty 2948.995766 = -938675.250315
  nChanged 23
		SP:Iteration 34Q (10550.150000 sec): 3 clusters
  Score: Raw -941632.091866 + Penalty 2948.995766 = -938683.096099
  nChanged 20
		SP:Iteration 35Q (10550.370000 sec): 3 clusters
  Score: Raw -941636.924957 + Penalty 2948.995766 = -938687.929191
  nChanged 16
		SP:Iteration 36Q (10550.540000 sec): 3 clusters
  Score: Raw -941642.994023 + Penalty 2948.995766 = -938693.998257
  nChanged 15
		SP:Iteration 37Q (10550.790000 sec): 3 clusters
  Score: Raw -941649.162061 + Penalty 2948.995766 = -938700.166295
  nChanged 12
		SP:Iteration 38Q (10551.000000 sec): 3 clusters
  Score: Raw -941652.934272 + Penalty 2948.995766 = -938703.938506
  nChanged 8
		SP:Iteration 39Q (10551.220000 sec): 3 clusters
  Score: Raw -941655.863137 + Penalty 2948.995766 = -938706.867371
  nChanged 6
		SP:Iteration 40F (10551.440000 sec): 3 clusters
  Score: Raw -941658.363977 + Penalty 2948.995766 = -938709.368211
  nChanged 13
		SP:Iteration 41Q (10551.610000 sec): 3 clusters
  Score: Raw -941663.765945 + Penalty 2948.995766 = -938714.770179
  nChanged 12
		SP:Iteration 42Q (10551.810000 sec): 3 clusters
  Score: Raw -941668.035560 + Penalty 2948.995766 = -938719.039794
  nChanged 8
		SP:Iteration 43Q (10552.010000 sec): 3 clusters
  Score: Raw -941669.990523 + Penalty 2948.995766 = -938720.994757
  nChanged 9
		SP:Iteration 44Q (10552.210000 sec): 3 clusters
  Score: Raw -941672.336043 + Penalty 2948.995766 = -938723.340277
  nChanged 9
		SP:Iteration 45Q (10552.380000 sec): 3 clusters
  Score: Raw -941675.566434 + Penalty 2948.995766 = -938726.570667
  nChanged 6
		SP:Iteration 46Q (10552.590000 sec): 3 clusters
  Score: Raw -941677.319059 + Penalty 2948.995766 = -938728.323292
  nChanged 8
		SP:Iteration 47Q (10552.780000 sec): 3 clusters
  Score: Raw -941679.897597 + Penalty 2948.995766 = -938730.901830
  nChanged 9
		SP:Iteration 48Q (10553.020000 sec): 3 clusters
  Score: Raw -941683.228043 + Penalty 2948.995766 = -938734.232276
  nChanged 8
		SP:Iteration 49Q (10553.200000 sec): 3 clusters
  Score: Raw -941684.974981 + Penalty 2948.995766 = -938735.979215
  nChanged 6
		SP:Iteration 50Q (10553.410000 sec): 3 clusters
  Score: Raw -941686.971988 + Penalty 2948.995766 = -938737.976221
  nChanged 6
		SP:Iteration 51Q (10553.600000 sec): 3 clusters
  Score: Raw -941687.837662 + Penalty 2948.995766 = -938738.841896
  nChanged 3
		SP:Iteration 52Q (10553.800000 sec): 3 clusters
  Score: Raw -941688.555477 + Penalty 2948.995766 = -938739.559711
  nChanged 4
		SP:Iteration 53Q (10554.030000 sec): 3 clusters
  Score: Raw -941689.609880 + Penalty 2948.995766 = -938740.614114
  nChanged 6
		SP:Iteration 54Q (10554.240000 sec): 3 clusters
  Score: Raw -941691.158820 + Penalty 2948.995766 = -938742.163054
  nChanged 6
		SP:Iteration 55Q (10554.490000 sec): 3 clusters
  Score: Raw -941693.293600 + Penalty 2948.995766 = -938744.297833
  nChanged 8
		SP:Iteration 56Q (10554.670000 sec): 3 clusters
  Score: Raw -941697.604467 + Penalty 2948.995766 = -938748.608701
  nChanged 6
		SP:Iteration 57Q (10554.910000 sec): 3 clusters
  Score: Raw -941699.630684 + Penalty 2948.995766 = -938750.634918
  nChanged 5
		SP:Iteration 58Q (10555.100000 sec): 3 clusters
  Score: Raw -941701.082082 + Penalty 2948.995766 = -938752.086315
  nChanged 5
		SP:Iteration 59Q (10555.280000 sec): 3 clusters
  Score: Raw -941703.009713 + Penalty 2948.995766 = -938754.013946
  nChanged 1
		SP:Iteration 60F (10555.490000 sec): 3 clusters
  Score: Raw -941703.300055 + Penalty 2948.995766 = -938754.304288
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10555.600000 sec): 2 clusters
  Score: Raw -304881.396284 + Penalty 1282.705462 = -303598.690822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10555.790000 sec): 3 clusters
  Score: Raw -303674.748914 + Penalty 2565.410924 = -301109.337990
  nChanged 1013
		SP:Iteration 1F (10555.970000 sec): 3 clusters
  Score: Raw -304564.357493 + Penalty 2565.410924 = -301998.946569
  nChanged 293
		SP:Iteration 2F (10556.150000 sec): 3 clusters
  Score: Raw -304958.672621 + Penalty 2565.410924 = -302393.261697
  nChanged 223
		SP:Iteration 3F (10556.330000 sec): 3 clusters
  Score: Raw -305219.962325 + Penalty 2565.410924 = -302654.551402
  nChanged 194
		SP:Iteration 4F (10556.490000 sec): 3 clusters
  Score: Raw -305435.691816 + Penalty 2565.410924 = -302870.280892
  nChanged 125
		SP:Iteration 5Q (10556.700000 sec): 3 clusters
  Score: Raw -305559.070425 + Penalty 2565.410924 = -302993.659501
  nChanged 86
		SP:Iteration 6Q (10556.870000 sec): 3 clusters
  Score: Raw -305632.864347 + Penalty 2565.410924 = -303067.453423
  nChanged 63
		SP:Iteration 7Q (10557.080000 sec): 3 clusters
  Score: Raw -305681.350913 + Penalty 2565.410924 = -303115.939989
  nChanged 56
		SP:Iteration 8Q (10557.250000 sec): 3 clusters
  Score: Raw -305715.319671 + Penalty 2565.410924 = -303149.908747
  nChanged 39
		SP:Iteration 9Q (10557.440000 sec): 3 clusters
  Score: Raw -305738.527539 + Penalty 2565.410924 = -303173.116615
  nChanged 30
		SP:Iteration 10Q (10557.600000 sec): 3 clusters
  Score: Raw -305755.868249 + Penalty 2565.410924 = -303190.457325
  nChanged 13
		SP:Iteration 11Q (10557.830000 sec): 3 clusters
  Score: Raw -305762.647542 + Penalty 2565.410924 = -303197.236619
  nChanged 14
		SP:Iteration 12Q (10558.030000 sec): 3 clusters
  Score: Raw -305771.118012 + Penalty 2565.410924 = -303205.707088
  nChanged 9
		SP:Iteration 13Q (10558.210000 sec): 3 clusters
  Score: Raw -305773.525326 + Penalty 2565.410924 = -303208.114402
  nChanged 1
		SP:Iteration 14Q (10558.380000 sec): 3 clusters
  Score: Raw -305773.739811 + Penalty 2565.410924 = -303208.328887
  nChanged 1
		SP:Iteration 15Q (10558.550000 sec): 3 clusters
  Score: Raw -305774.044101 + Penalty 2565.410924 = -303208.633177
  nChanged 0
		SP:Iteration 16F (10558.730000 sec): 3 clusters
  Score: Raw -305774.044101 + Penalty 2565.410924 = -303208.633177
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (6101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10558.890000 sec): 2 clusters
  Score: Raw -736155.958531 + Penalty 1416.383795 = -734739.574736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10559.090000 sec): 3 clusters
  Score: Raw -732907.540001 + Penalty 2832.767591 = -730074.772410
  nChanged 2557
		SP:Iteration 1F (10559.300000 sec): 3 clusters
  Score: Raw -734301.712157 + Penalty 2832.767591 = -731468.944566
  nChanged 442
		SP:Iteration 2F (10559.500000 sec): 3 clusters
  Score: Raw -734556.417376 + Penalty 2832.767591 = -731723.649786
  nChanged 351
		SP:Iteration 3F (10559.680000 sec): 3 clusters
  Score: Raw -734828.558617 + Penalty 2832.767591 = -731995.791026
  nChanged 367
		SP:Iteration 4F (10559.860000 sec): 3 clusters
  Score: Raw -735202.725929 + Penalty 2832.767591 = -732369.958338
  nChanged 403
		SP:Iteration 5F (10560.020000 sec): 3 clusters
  Score: Raw -735576.677207 + Penalty 2832.767591 = -732743.909616
  nChanged 408
		SP:Iteration 6F (10560.200000 sec): 3 clusters
  Score: Raw -735908.308365 + Penalty 2832.767591 = -733075.540774
  nChanged 379
		SP:Iteration 7F (10560.400000 sec): 3 clusters
  Score: Raw -736222.152524 + Penalty 2832.767591 = -733389.384934
  nChanged 310
		SP:Iteration 8F (10560.610000 sec): 3 clusters
  Score: Raw -736499.003829 + Penalty 2832.767591 = -733666.236239
  nChanged 267
		SP:Iteration 9Q (10560.820000 sec): 3 clusters
  Score: Raw -736717.330816 + Penalty 2832.767591 = -733884.563225
  nChanged 188
		SP:Iteration 10Q (10561.010000 sec): 3 clusters
  Score: Raw -736876.506654 + Penalty 2832.767591 = -734043.739063
  nChanged 144
		SP:Iteration 11Q (10561.200000 sec): 3 clusters
  Score: Raw -737012.658888 + Penalty 2832.767591 = -734179.891297
  nChanged 107
		SP:Iteration 12Q (10561.380000 sec): 3 clusters
  Score: Raw -737120.371956 + Penalty 2832.767591 = -734287.604365
  nChanged 79
		SP:Iteration 13Q (10561.580000 sec): 3 clusters
  Score: Raw -737198.982308 + Penalty 2832.767591 = -734366.214717
  nChanged 60
		SP:Iteration 14Q (10561.820000 sec): 3 clusters
  Score: Raw -737274.756217 + Penalty 2832.767591 = -734441.988626
  nChanged 50
		SP:Iteration 15Q (10561.980000 sec): 3 clusters
  Score: Raw -737333.757216 + Penalty 2832.767591 = -734500.989625
  nChanged 34
		SP:Iteration 16Q (10562.200000 sec): 3 clusters
  Score: Raw -737376.126938 + Penalty 2832.767591 = -734543.359348
  nChanged 33
		SP:Iteration 17Q (10562.400000 sec): 3 clusters
  Score: Raw -737422.390228 + Penalty 2832.767591 = -734589.622637
  nChanged 27
		SP:Iteration 18Q (10562.620000 sec): 3 clusters
  Score: Raw -737450.458199 + Penalty 2832.767591 = -734617.690609
  nChanged 25
		SP:Iteration 19Q (10562.830000 sec): 3 clusters
  Score: Raw -737479.411995 + Penalty 2832.767591 = -734646.644405
  nChanged 22
		SP:Iteration 20F (10563.040000 sec): 3 clusters
  Score: Raw -737501.528380 + Penalty 2832.767591 = -734668.760790
  nChanged 19
		SP:Iteration 21Q (10563.170000 sec): 3 clusters
  Score: Raw -737530.620584 + Penalty 2832.767591 = -734697.852993
  nChanged 19
		SP:Iteration 22Q (10563.380000 sec): 3 clusters
  Score: Raw -737553.412450 + Penalty 2832.767591 = -734720.644859
  nChanged 11
		SP:Iteration 23Q (10563.550000 sec): 3 clusters
  Score: Raw -737562.734725 + Penalty 2832.767591 = -734729.967134
  nChanged 16
		SP:Iteration 24Q (10563.740000 sec): 3 clusters
  Score: Raw -737582.073797 + Penalty 2832.767591 = -734749.306207
  nChanged 14
		SP:Iteration 25Q (10563.960000 sec): 3 clusters
  Score: Raw -737594.638348 + Penalty 2832.767591 = -734761.870758
  nChanged 8
		SP:Iteration 26Q (10564.140000 sec): 3 clusters
  Score: Raw -737600.638770 + Penalty 2832.767591 = -734767.871179
  nChanged 7
		SP:Iteration 27Q (10564.360000 sec): 3 clusters
  Score: Raw -737604.226629 + Penalty 2832.767591 = -734771.459039
  nChanged 3
		SP:Iteration 28Q (10564.560000 sec): 3 clusters
  Score: Raw -737605.675587 + Penalty 2832.767591 = -734772.907996
  nChanged 3
		SP:Iteration 29Q (10564.730000 sec): 3 clusters
  Score: Raw -737608.024075 + Penalty 2832.767591 = -734775.256484
  nChanged 2
		SP:Iteration 30Q (10564.950000 sec): 3 clusters
  Score: Raw -737609.638591 + Penalty 2832.767591 = -734776.871000
  nChanged 1
		SP:Iteration 31Q (10565.100000 sec): 3 clusters
  Score: Raw -737609.936061 + Penalty 2832.767591 = -734777.168470
  nChanged 0
		SP:Iteration 32F (10565.330000 sec): 3 clusters
  Score: Raw -737609.936061 + Penalty 2832.767591 = -734777.168470
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10566.000000 sec): 2 clusters
  Score: Raw -14719841.255556 + Penalty 1899.494255 = -14717941.761301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10566.660000 sec): 3 clusters
  Score: Raw -14642347.489738 + Penalty 3798.988510 = -14638548.501229
  nChanged 57032
		SP:Iteration 1F (10567.340000 sec): 3 clusters
  Score: Raw -14675009.236567 + Penalty 3798.988510 = -14671210.248058
  nChanged 4017
		SP:Iteration 2Q (10568.060000 sec): 3 clusters
  Score: Raw -14676156.773350 + Penalty 3798.988510 = -14672357.784841
  nChanged 4734
		SP:Iteration 3Q (10568.770000 sec): 3 clusters
  Score: Raw -14677762.331992 + Penalty 3798.988510 = -14673963.343483
  nChanged 5694
		SP:Iteration 4Q (10569.560000 sec): 3 clusters
  Score: Raw -14680046.706784 + Penalty 3798.988510 = -14676247.718275
  nChanged 6610
		SP:Iteration 5F (10570.230000 sec): 3 clusters
  Score: Raw -14683297.461092 + Penalty 3798.988510 = -14679498.472583
  nChanged 7581
		SP:Iteration 6F (10570.980000 sec): 3 clusters
  Score: Raw -14688094.236177 + Penalty 3798.988510 = -14684295.247667
  nChanged 8213
		SP:Iteration 7F (10571.680000 sec): 3 clusters
  Score: Raw -14694884.661038 + Penalty 3798.988510 = -14691085.672528
  nChanged 7531
		SP:Iteration 8F (10572.410000 sec): 3 clusters
  Score: Raw -14702335.970166 + Penalty 3798.988510 = -14698536.981656
  nChanged 5990
		SP:Iteration 9F (10573.150000 sec): 3 clusters
  Score: Raw -14707776.134077 + Penalty 3798.988510 = -14703977.145567
  nChanged 4051
		SP:Iteration 10Q (10573.840000 sec): 3 clusters
  Score: Raw -14710455.225420 + Penalty 3798.988510 = -14706656.236910
  nChanged 2732
		SP:Iteration 11Q (10574.470000 sec): 3 clusters
  Score: Raw -14711997.150617 + Penalty 3798.988510 = -14708198.162108
  nChanged 2205
		SP:Iteration 12Q (10575.110000 sec): 3 clusters
  Score: Raw -14713146.812633 + Penalty 3798.988510 = -14709347.824123
  nChanged 1993
		SP:Iteration 13Q (10575.720000 sec): 3 clusters
  Score: Raw -14714170.065406 + Penalty 3798.988510 = -14710371.076896
  nChanged 1822
		SP:Iteration 14Q (10576.350000 sec): 3 clusters
  Score: Raw -14715096.260421 + Penalty 3798.988510 = -14711297.271911
  nChanged 1611
		SP:Iteration 15Q (10577.000000 sec): 3 clusters
  Score: Raw -14715897.717370 + Penalty 3798.988510 = -14712098.728860
  nChanged 1445
		SP:Iteration 16Q (10577.680000 sec): 3 clusters
  Score: Raw -14716584.759469 + Penalty 3798.988510 = -14712785.770960
  nChanged 1220
		SP:Iteration 17Q (10578.320000 sec): 3 clusters
  Score: Raw -14717124.273206 + Penalty 3798.988510 = -14713325.284697
  nChanged 1087
		SP:Iteration 18Q (10579.040000 sec): 3 clusters
  Score: Raw -14717589.953092 + Penalty 3798.988510 = -14713790.964582
  nChanged 956
		SP:Iteration 19Q (10579.640000 sec): 3 clusters
  Score: Raw -14717990.951804 + Penalty 3798.988510 = -14714191.963294
  nChanged 837
		SP:Iteration 20F (10580.300000 sec): 3 clusters
  Score: Raw -14718333.494752 + Penalty 3798.988510 = -14714534.506243
  nChanged 692
		SP:Iteration 21Q (10580.940000 sec): 3 clusters
  Score: Raw -14718607.109858 + Penalty 3798.988510 = -14714808.121348
  nChanged 645
		SP:Iteration 22Q (10581.600000 sec): 3 clusters
  Score: Raw -14718865.903544 + Penalty 3798.988510 = -14715066.915035
  nChanged 588
		SP:Iteration 23Q (10582.240000 sec): 3 clusters
  Score: Raw -14719087.427021 + Penalty 3798.988510 = -14715288.438511
  nChanged 490
		SP:Iteration 24Q (10582.830000 sec): 3 clusters
  Score: Raw -14719276.417006 + Penalty 3798.988510 = -14715477.428497
  nChanged 424
		SP:Iteration 25Q (10583.480000 sec): 3 clusters
  Score: Raw -14719432.327803 + Penalty 3798.988510 = -14715633.339293
  nChanged 390
		SP:Iteration 26Q (10584.080000 sec): 3 clusters
  Score: Raw -14719564.843647 + Penalty 3798.988510 = -14715765.855138
  nChanged 335
		SP:Iteration 27Q (10584.710000 sec): 3 clusters
  Score: Raw -14719675.078589 + Penalty 3798.988510 = -14715876.090079
  nChanged 272
		SP:Iteration 28Q (10585.320000 sec): 3 clusters
  Score: Raw -14719755.835404 + Penalty 3798.988510 = -14715956.846894
  nChanged 205
		SP:Iteration 29Q (10585.980000 sec): 3 clusters
  Score: Raw -14719814.089338 + Penalty 3798.988510 = -14716015.100828
  nChanged 194
		SP:Iteration 30Q (10586.610000 sec): 3 clusters
  Score: Raw -14719872.221871 + Penalty 3798.988510 = -14716073.233361
  nChanged 175
		SP:Iteration 31Q (10587.240000 sec): 3 clusters
  Score: Raw -14719923.172995 + Penalty 3798.988510 = -14716124.184485
  nChanged 151
		SP:Iteration 32Q (10587.890000 sec): 3 clusters
  Score: Raw -14719969.477934 + Penalty 3798.988510 = -14716170.489425
  nChanged 144
		SP:Iteration 33Q (10588.540000 sec): 3 clusters
  Score: Raw -14720013.026800 + Penalty 3798.988510 = -14716214.038290
  nChanged 138
		SP:Iteration 34Q (10589.200000 sec): 3 clusters
  Score: Raw -14720054.245134 + Penalty 3798.988510 = -14716255.256625
  nChanged 102
		SP:Iteration 35Q (10589.830000 sec): 3 clusters
  Score: Raw -14720085.202193 + Penalty 3798.988510 = -14716286.213683
  nChanged 106
		SP:Iteration 36Q (10590.420000 sec): 3 clusters
  Score: Raw -14720113.685102 + Penalty 3798.988510 = -14716314.696593
  nChanged 81
		SP:Iteration 37Q (10590.980000 sec): 3 clusters
  Score: Raw -14720135.219963 + Penalty 3798.988510 = -14716336.231453
  nChanged 61
		SP:Iteration 38Q (10591.570000 sec): 3 clusters
  Score: Raw -14720152.002160 + Penalty 3798.988510 = -14716353.013650
  nChanged 58
		SP:Iteration 39Q (10592.170000 sec): 3 clusters
  Score: Raw -14720165.346393 + Penalty 3798.988510 = -14716366.357884
  nChanged 52
		SP:Iteration 40F (10592.830000 sec): 3 clusters
  Score: Raw -14720177.643801 + Penalty 3798.988510 = -14716378.655291
  nChanged 50
		SP:Iteration 41Q (10593.420000 sec): 3 clusters
  Score: Raw -14720188.959349 + Penalty 3798.988510 = -14716389.970839
  nChanged 39
		SP:Iteration 42Q (10594.080000 sec): 3 clusters
  Score: Raw -14720198.174286 + Penalty 3798.988510 = -14716399.185776
  nChanged 29
		SP:Iteration 43Q (10594.690000 sec): 3 clusters
  Score: Raw -14720207.025171 + Penalty 3798.988510 = -14716408.036662
  nChanged 39
		SP:Iteration 44Q (10595.340000 sec): 3 clusters
  Score: Raw -14720217.277450 + Penalty 3798.988510 = -14716418.288940
  nChanged 33
		SP:Iteration 45Q (10596.020000 sec): 3 clusters
  Score: Raw -14720224.606948 + Penalty 3798.988510 = -14716425.618439
  nChanged 30
		SP:Iteration 46Q (10596.680000 sec): 3 clusters
  Score: Raw -14720230.917943 + Penalty 3798.988510 = -14716431.929433
  nChanged 20
		SP:Iteration 47Q (10597.320000 sec): 3 clusters
  Score: Raw -14720235.420107 + Penalty 3798.988510 = -14716436.431597
  nChanged 18
		SP:Iteration 48Q (10597.980000 sec): 3 clusters
  Score: Raw -14720239.030165 + Penalty 3798.988510 = -14716440.041656
  nChanged 14
		SP:Iteration 49Q (10598.620000 sec): 3 clusters
  Score: Raw -14720242.237890 + Penalty 3798.988510 = -14716443.249381
  nChanged 15
		SP:Iteration 50Q (10599.290000 sec): 3 clusters
  Score: Raw -14720245.562505 + Penalty 3798.988510 = -14716446.573996
  nChanged 22
		SP:Iteration 51Q (10599.930000 sec): 3 clusters
  Score: Raw -14720250.333126 + Penalty 3798.988510 = -14716451.344616
  nChanged 20
		SP:Iteration 52Q (10600.610000 sec): 3 clusters
  Score: Raw -14720254.927579 + Penalty 3798.988510 = -14716455.939070
  nChanged 18
		SP:Iteration 53Q (10601.250000 sec): 3 clusters
  Score: Raw -14720258.558371 + Penalty 3798.988510 = -14716459.569861
  nChanged 14
		SP:Iteration 54Q (10601.900000 sec): 3 clusters
  Score: Raw -14720260.994998 + Penalty 3798.988510 = -14716462.006488
  nChanged 11
		SP:Iteration 55Q (10602.540000 sec): 3 clusters
  Score: Raw -14720263.688308 + Penalty 3798.988510 = -14716464.699798
  nChanged 16
		SP:Iteration 56Q (10603.210000 sec): 3 clusters
  Score: Raw -14720266.508888 + Penalty 3798.988510 = -14716467.520379
  nChanged 14
		SP:Iteration 57Q (10603.840000 sec): 3 clusters
  Score: Raw -14720268.893602 + Penalty 3798.988510 = -14716469.905093
  nChanged 15
		SP:Iteration 58Q (10604.470000 sec): 3 clusters
  Score: Raw -14720271.372201 + Penalty 3798.988510 = -14716472.383691
  nChanged 11
		SP:Iteration 59Q (10605.030000 sec): 3 clusters
  Score: Raw -14720273.097813 + Penalty 3798.988510 = -14716474.109304
  nChanged 4
		SP:Iteration 60F (10605.670000 sec): 3 clusters
  Score: Raw -14720273.547657 + Penalty 3798.988510 = -14716474.559147
  nChanged 1
		SP:Iteration 61Q (10606.280000 sec): 3 clusters
  Score: Raw -14720273.627060 + Penalty 3798.988510 = -14716474.638550
  nChanged 1
		SP:Iteration 62Q (10606.940000 sec): 3 clusters
  Score: Raw -14720273.877798 + Penalty 3798.988510 = -14716474.889288
  nChanged 1
		SP:Iteration 63Q (10607.550000 sec): 3 clusters
  Score: Raw -14720274.070226 + Penalty 3798.988510 = -14716475.081716
  nChanged 1
		SP:Iteration 64Q (10608.190000 sec): 3 clusters
  Score: Raw -14720274.303727 + Penalty 3798.988510 = -14716475.315217
  nChanged 0
		SP:Iteration 65F (10608.890000 sec): 3 clusters
  Score: Raw -14720274.303727 + Penalty 3798.988510 = -14716475.315217
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10609.080000 sec): 2 clusters
  Score: Raw -395921.913631 + Penalty 1317.308609 = -394604.605022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10609.300000 sec): 3 clusters
  Score: Raw -394353.609794 + Penalty 2634.617218 = -391718.992576
  nChanged 1264
		SP:Iteration 1F (10609.480000 sec): 3 clusters
  Score: Raw -395137.970902 + Penalty 2634.617218 = -392503.353685
  nChanged 317
		SP:Iteration 2F (10609.630000 sec): 3 clusters
  Score: Raw -395410.388332 + Penalty 2634.617218 = -392775.771114
  nChanged 237
		SP:Iteration 3F (10609.830000 sec): 3 clusters
  Score: Raw -395614.673970 + Penalty 2634.617218 = -392980.056752
  nChanged 170
		SP:Iteration 4F (10609.990000 sec): 3 clusters
  Score: Raw -395763.009676 + Penalty 2634.617218 = -393128.392459
  nChanged 157
		SP:Iteration 5Q (10610.180000 sec): 3 clusters
  Score: Raw -395892.815458 + Penalty 2634.617218 = -393258.198241
  nChanged 130
		SP:Iteration 6Q (10610.350000 sec): 3 clusters
  Score: Raw -395991.074004 + Penalty 2634.617218 = -393356.456787
  nChanged 108
		SP:Iteration 7Q (10610.560000 sec): 3 clusters
  Score: Raw -396062.139289 + Penalty 2634.617218 = -393427.522071
  nChanged 90
		SP:Iteration 8Q (10610.720000 sec): 3 clusters
  Score: Raw -396118.525524 + Penalty 2634.617218 = -393483.908306
  nChanged 81
		SP:Iteration 9Q (10610.900000 sec): 3 clusters
  Score: Raw -396157.479608 + Penalty 2634.617218 = -393522.862390
  nChanged 63
		SP:Iteration 10Q (10611.080000 sec): 3 clusters
  Score: Raw -396191.493396 + Penalty 2634.617218 = -393556.876178
  nChanged 62
		SP:Iteration 11Q (10611.270000 sec): 3 clusters
  Score: Raw -396221.657114 + Penalty 2634.617218 = -393587.039896
  nChanged 55
		SP:Iteration 12Q (10611.470000 sec): 3 clusters
  Score: Raw -396249.224721 + Penalty 2634.617218 = -393614.607503
  nChanged 47
		SP:Iteration 13Q (10611.630000 sec): 3 clusters
  Score: Raw -396272.303351 + Penalty 2634.617218 = -393637.686134
  nChanged 38
		SP:Iteration 14Q (10611.830000 sec): 3 clusters
  Score: Raw -396291.736365 + Penalty 2634.617218 = -393657.119147
  nChanged 40
		SP:Iteration 15Q (10611.970000 sec): 3 clusters
  Score: Raw -396313.980808 + Penalty 2634.617218 = -393679.363590
  nChanged 41
		SP:Iteration 16Q (10612.190000 sec): 3 clusters
  Score: Raw -396333.521136 + Penalty 2634.617218 = -393698.903918
  nChanged 30
		SP:Iteration 17Q (10612.370000 sec): 3 clusters
  Score: Raw -396349.703351 + Penalty 2634.617218 = -393715.086133
  nChanged 31
		SP:Iteration 18Q (10612.530000 sec): 3 clusters
  Score: Raw -396364.650314 + Penalty 2634.617218 = -393730.033097
  nChanged 21
		SP:Iteration 19Q (10612.750000 sec): 3 clusters
  Score: Raw -396373.804027 + Penalty 2634.617218 = -393739.186810
  nChanged 20
		SP:Iteration 20F (10612.910000 sec): 3 clusters
  Score: Raw -396382.163317 + Penalty 2634.617218 = -393747.546099
  nChanged 17
		SP:Iteration 21Q (10613.080000 sec): 3 clusters
  Score: Raw -396389.804677 + Penalty 2634.617218 = -393755.187459
  nChanged 15
		SP:Iteration 22Q (10613.230000 sec): 3 clusters
  Score: Raw -396397.484706 + Penalty 2634.617218 = -393762.867488
  nChanged 9
		SP:Iteration 23Q (10613.440000 sec): 3 clusters
  Score: Raw -396400.609472 + Penalty 2634.617218 = -393765.992254
  nChanged 8
		SP:Iteration 24Q (10613.630000 sec): 3 clusters
  Score: Raw -396403.307166 + Penalty 2634.617218 = -393768.689948
  nChanged 9
		SP:Iteration 25Q (10613.820000 sec): 3 clusters
  Score: Raw -396407.840500 + Penalty 2634.617218 = -393773.223283
  nChanged 9
		SP:Iteration 26Q (10614.010000 sec): 3 clusters
  Score: Raw -396411.800212 + Penalty 2634.617218 = -393777.182994
  nChanged 15
		SP:Iteration 27Q (10614.210000 sec): 3 clusters
  Score: Raw -396419.215905 + Penalty 2634.617218 = -393784.598687
  nChanged 12
		SP:Iteration 28Q (10614.400000 sec): 3 clusters
  Score: Raw -396424.374162 + Penalty 2634.617218 = -393789.756944
  nChanged 7
		SP:Iteration 29Q (10614.580000 sec): 3 clusters
  Score: Raw -396426.938270 + Penalty 2634.617218 = -393792.321053
  nChanged 7
		SP:Iteration 30Q (10614.780000 sec): 3 clusters
  Score: Raw -396430.069212 + Penalty 2634.617218 = -393795.451994
  nChanged 6
		SP:Iteration 31Q (10614.960000 sec): 3 clusters
  Score: Raw -396432.553316 + Penalty 2634.617218 = -393797.936098
  nChanged 1
		SP:Iteration 32Q (10615.150000 sec): 3 clusters
  Score: Raw -396432.801620 + Penalty 2634.617218 = -393798.184402
  nChanged 1
		SP:Iteration 33Q (10615.320000 sec): 3 clusters
  Score: Raw -396433.162895 + Penalty 2634.617218 = -393798.545677
  nChanged 2
		SP:Iteration 34Q (10615.560000 sec): 3 clusters
  Score: Raw -396433.732944 + Penalty 2634.617218 = -393799.115726
  nChanged 1
		SP:Iteration 35Q (10615.750000 sec): 3 clusters
  Score: Raw -396433.912394 + Penalty 2634.617218 = -393799.295176
  nChanged 2
		SP:Iteration 36Q (10615.900000 sec): 3 clusters
  Score: Raw -396434.560828 + Penalty 2634.617218 = -393799.943611
  nChanged 5
		SP:Iteration 37Q (10616.110000 sec): 3 clusters
  Score: Raw -396436.735303 + Penalty 2634.617218 = -393802.118085
  nChanged 4
		SP:Iteration 38Q (10616.250000 sec): 3 clusters
  Score: Raw -396439.099877 + Penalty 2634.617218 = -393804.482660
  nChanged 2
		SP:Iteration 39Q (10616.450000 sec): 3 clusters
  Score: Raw -396439.518546 + Penalty 2634.617218 = -393804.901328
  nChanged 1
		SP:Iteration 40F (10616.650000 sec): 3 clusters
  Score: Raw -396439.814320 + Penalty 2634.617218 = -393805.197103
  nChanged 2
		SP:Iteration 41Q (10616.830000 sec): 3 clusters
  Score: Raw -396440.519813 + Penalty 2634.617218 = -393805.902595
  nChanged 2
		SP:Iteration 42Q (10617.000000 sec): 3 clusters
  Score: Raw -396441.681549 + Penalty 2634.617218 = -393807.064331
  nChanged 2
		SP:Iteration 43Q (10617.170000 sec): 3 clusters
  Score: Raw -396442.384530 + Penalty 2634.617218 = -393807.767312
  nChanged 3
		SP:Iteration 44Q (10617.370000 sec): 3 clusters
  Score: Raw -396443.685366 + Penalty 2634.617218 = -393809.068148
  nChanged 1
		SP:Iteration 45Q (10617.550000 sec): 3 clusters
  Score: Raw -396443.892123 + Penalty 2634.617218 = -393809.274905
  nChanged 0
		SP:Iteration 46F (10617.720000 sec): 3 clusters
  Score: Raw -396443.892123 + Penalty 2634.617218 = -393809.274905
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10617.830000 sec): 2 clusters
  Score: Raw -645749.066674 + Penalty 1395.281233 = -644353.785441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10618.050000 sec): 3 clusters
  Score: Raw -642909.373028 + Penalty 2790.562466 = -640118.810562
  nChanged 2195
		SP:Iteration 1F (10618.250000 sec): 3 clusters
  Score: Raw -644093.465858 + Penalty 2790.562466 = -641302.903392
  nChanged 381
		SP:Iteration 2F (10618.430000 sec): 3 clusters
  Score: Raw -644316.324020 + Penalty 2790.562466 = -641525.761554
  nChanged 334
		SP:Iteration 3F (10618.610000 sec): 3 clusters
  Score: Raw -644550.643544 + Penalty 2790.562466 = -641760.081078
  nChanged 316
		SP:Iteration 4F (10618.790000 sec): 3 clusters
  Score: Raw -644818.659713 + Penalty 2790.562466 = -642028.097247
  nChanged 342
		SP:Iteration 5F (10619.030000 sec): 3 clusters
  Score: Raw -645107.234102 + Penalty 2790.562466 = -642316.671636
  nChanged 364
		SP:Iteration 6F (10619.210000 sec): 3 clusters
  Score: Raw -645439.693550 + Penalty 2790.562466 = -642649.131084
  nChanged 347
		SP:Iteration 7F (10619.400000 sec): 3 clusters
  Score: Raw -645763.923590 + Penalty 2790.562466 = -642973.361123
  nChanged 305
		SP:Iteration 8F (10619.580000 sec): 3 clusters
  Score: Raw -646035.923573 + Penalty 2790.562466 = -643245.361107
  nChanged 244
		SP:Iteration 9Q (10619.780000 sec): 3 clusters
  Score: Raw -646221.355870 + Penalty 2790.562466 = -643430.793404
  nChanged 153
		SP:Iteration 10Q (10619.970000 sec): 3 clusters
  Score: Raw -646306.220168 + Penalty 2790.562466 = -643515.657702
  nChanged 105
		SP:Iteration 11Q (10620.160000 sec): 3 clusters
  Score: Raw -646343.553170 + Penalty 2790.562466 = -643552.990704
  nChanged 69
		SP:Iteration 12Q (10620.350000 sec): 3 clusters
  Score: Raw -646367.716243 + Penalty 2790.562466 = -643577.153776
  nChanged 47
		SP:Iteration 13Q (10620.530000 sec): 3 clusters
  Score: Raw -646385.361695 + Penalty 2790.562466 = -643594.799229
  nChanged 33
		SP:Iteration 14Q (10620.710000 sec): 3 clusters
  Score: Raw -646394.919605 + Penalty 2790.562466 = -643604.357138
  nChanged 26
		SP:Iteration 15Q (10620.890000 sec): 3 clusters
  Score: Raw -646402.885617 + Penalty 2790.562466 = -643612.323151
  nChanged 20
		SP:Iteration 16Q (10621.060000 sec): 3 clusters
  Score: Raw -646407.393935 + Penalty 2790.562466 = -643616.831469
  nChanged 12
		SP:Iteration 17Q (10621.250000 sec): 3 clusters
  Score: Raw -646409.409069 + Penalty 2790.562466 = -643618.846603
  nChanged 7
		SP:Iteration 18Q (10621.470000 sec): 3 clusters
  Score: Raw -646410.884667 + Penalty 2790.562466 = -643620.322200
  nChanged 4
		SP:Iteration 19Q (10621.660000 sec): 3 clusters
  Score: Raw -646411.567810 + Penalty 2790.562466 = -643621.005344
  nChanged 2
		SP:Iteration 20F (10621.840000 sec): 3 clusters
  Score: Raw -646411.742363 + Penalty 2790.562466 = -643621.179896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (5480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10621.960000 sec): 2 clusters
  Score: Raw -606495.249936 + Penalty 1398.939812 = -605096.310124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10622.160000 sec): 3 clusters
  Score: Raw -603550.908794 + Penalty 2797.879623 = -600753.029171
  nChanged 2288
		SP:Iteration 1F (10622.350000 sec): 3 clusters
  Score: Raw -605042.122824 + Penalty 2797.879623 = -602244.243201
  nChanged 541
		SP:Iteration 2F (10622.600000 sec): 3 clusters
  Score: Raw -605624.653048 + Penalty 2797.879623 = -602826.773424
  nChanged 512
		SP:Iteration 3F (10622.790000 sec): 3 clusters
  Score: Raw -606214.631215 + Penalty 2797.879623 = -603416.751592
  nChanged 464
		SP:Iteration 4F (10622.970000 sec): 3 clusters
  Score: Raw -606652.648959 + Penalty 2797.879623 = -603854.769335
  nChanged 324
		SP:Iteration 5F (10623.200000 sec): 3 clusters
  Score: Raw -606888.353501 + Penalty 2797.879623 = -604090.473877
  nChanged 229
		SP:Iteration 6Q (10623.360000 sec): 3 clusters
  Score: Raw -607015.615126 + Penalty 2797.879623 = -604217.735503
  nChanged 154
		SP:Iteration 7Q (10623.560000 sec): 3 clusters
  Score: Raw -607089.575552 + Penalty 2797.879623 = -604291.695928
  nChanged 113
		SP:Iteration 8Q (10623.770000 sec): 3 clusters
  Score: Raw -607132.662393 + Penalty 2797.879623 = -604334.782770
  nChanged 74
		SP:Iteration 9Q (10623.990000 sec): 3 clusters
  Score: Raw -607151.757095 + Penalty 2797.879623 = -604353.877472
  nChanged 38
		SP:Iteration 10Q (10624.170000 sec): 3 clusters
  Score: Raw -607162.895540 + Penalty 2797.879623 = -604365.015917
  nChanged 31
		SP:Iteration 11Q (10624.370000 sec): 3 clusters
  Score: Raw -607171.421971 + Penalty 2797.879623 = -604373.542348
  nChanged 26
		SP:Iteration 12Q (10624.530000 sec): 3 clusters
  Score: Raw -607178.358937 + Penalty 2797.879623 = -604380.479313
  nChanged 29
		SP:Iteration 13Q (10624.740000 sec): 3 clusters
  Score: Raw -607185.962862 + Penalty 2797.879623 = -604388.083238
  nChanged 18
		SP:Iteration 14Q (10624.940000 sec): 3 clusters
  Score: Raw -607188.776003 + Penalty 2797.879623 = -604390.896379
  nChanged 13
		SP:Iteration 15Q (10625.090000 sec): 3 clusters
  Score: Raw -607190.546362 + Penalty 2797.879623 = -604392.666738
  nChanged 8
		SP:Iteration 16Q (10625.310000 sec): 3 clusters
  Score: Raw -607191.961911 + Penalty 2797.879623 = -604394.082288
  nChanged 5
		SP:Iteration 17Q (10625.520000 sec): 3 clusters
  Score: Raw -607192.797275 + Penalty 2797.879623 = -604394.917652
  nChanged 6
		SP:Iteration 18Q (10625.670000 sec): 3 clusters
  Score: Raw -607194.108835 + Penalty 2797.879623 = -604396.229212
  nChanged 6
		SP:Iteration 19Q (10625.870000 sec): 3 clusters
  Score: Raw -607195.096574 + Penalty 2797.879623 = -604397.216950
  nChanged 8
		SP:Iteration 20F (10626.060000 sec): 3 clusters
  Score: Raw -607196.686123 + Penalty 2797.879623 = -604398.806500
  nChanged 5
		SP:Iteration 21Q (10626.240000 sec): 3 clusters
  Score: Raw -607197.315813 + Penalty 2797.879623 = -604399.436189
  nChanged 5
		SP:Iteration 22Q (10626.410000 sec): 3 clusters
  Score: Raw -607197.987847 + Penalty 2797.879623 = -604400.108223
  nChanged 2
		SP:Iteration 23Q (10626.600000 sec): 3 clusters
  Score: Raw -607198.249011 + Penalty 2797.879623 = -604400.369387
  nChanged 1
		SP:Iteration 24Q (10626.790000 sec): 3 clusters
  Score: Raw -607198.283676 + Penalty 2797.879623 = -604400.404053
  nChanged 0
		SP:Iteration 25F (10627.030000 sec): 3 clusters
  Score: Raw -607198.283676 + Penalty 2797.879623 = -604400.404053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10627.100000 sec): 2 clusters
  Score: Raw -243852.508043 + Penalty 1250.190767 = -242602.317276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10627.330000 sec): 3 clusters
  Score: Raw -242893.056008 + Penalty 2500.381533 = -240392.674475
  nChanged 784
		SP:Iteration 1F (10627.490000 sec): 3 clusters
  Score: Raw -243471.023200 + Penalty 2500.381533 = -240970.641667
  nChanged 204
		SP:Iteration 2F (10627.670000 sec): 3 clusters
  Score: Raw -243691.999330 + Penalty 2500.381533 = -241191.617797
  nChanged 153
		SP:Iteration 3F (10627.850000 sec): 3 clusters
  Score: Raw -243835.505131 + Penalty 2500.381533 = -241335.123598
  nChanged 128
		SP:Iteration 4F (10628.030000 sec): 3 clusters
  Score: Raw -243950.121844 + Penalty 2500.381533 = -241449.740311
  nChanged 92
		SP:Iteration 5Q (10628.230000 sec): 3 clusters
  Score: Raw -244042.863103 + Penalty 2500.381533 = -241542.481570
  nChanged 77
		SP:Iteration 6Q (10628.420000 sec): 3 clusters
  Score: Raw -244117.372053 + Penalty 2500.381533 = -241616.990520
  nChanged 71
		SP:Iteration 7Q (10628.620000 sec): 3 clusters
  Score: Raw -244180.707034 + Penalty 2500.381533 = -241680.325501
  nChanged 61
		SP:Iteration 8Q (10628.780000 sec): 3 clusters
  Score: Raw -244226.752003 + Penalty 2500.381533 = -241726.370470
  nChanged 41
		SP:Iteration 9Q (10628.970000 sec): 3 clusters
  Score: Raw -244269.400247 + Penalty 2500.381533 = -241769.018714
  nChanged 42
		SP:Iteration 10Q (10629.130000 sec): 3 clusters
  Score: Raw -244311.616158 + Penalty 2500.381533 = -241811.234625
  nChanged 42
		SP:Iteration 11Q (10629.300000 sec): 3 clusters
  Score: Raw -244347.669380 + Penalty 2500.381533 = -241847.287847
  nChanged 35
		SP:Iteration 12Q (10629.500000 sec): 3 clusters
  Score: Raw -244369.329570 + Penalty 2500.381533 = -241868.948037
  nChanged 22
		SP:Iteration 13Q (10629.720000 sec): 3 clusters
  Score: Raw -244382.392493 + Penalty 2500.381533 = -241882.010960
  nChanged 17
		SP:Iteration 14Q (10629.880000 sec): 3 clusters
  Score: Raw -244390.599414 + Penalty 2500.381533 = -241890.217881
  nChanged 16
		SP:Iteration 15Q (10630.050000 sec): 3 clusters
  Score: Raw -244400.937978 + Penalty 2500.381533 = -241900.556445
  nChanged 18
		SP:Iteration 16Q (10630.270000 sec): 3 clusters
  Score: Raw -244407.662726 + Penalty 2500.381533 = -241907.281193
  nChanged 11
		SP:Iteration 17Q (10630.430000 sec): 3 clusters
  Score: Raw -244415.481561 + Penalty 2500.381533 = -241915.100028
  nChanged 16
		SP:Iteration 18Q (10630.600000 sec): 3 clusters
  Score: Raw -244424.799619 + Penalty 2500.381533 = -241924.418086
  nChanged 11
		SP:Iteration 19Q (10630.780000 sec): 3 clusters
  Score: Raw -244430.764896 + Penalty 2500.381533 = -241930.383363
  nChanged 11
		SP:Iteration 20F (10630.970000 sec): 3 clusters
  Score: Raw -244437.204224 + Penalty 2500.381533 = -241936.822691
  nChanged 5
		SP:Iteration 21Q (10631.210000 sec): 3 clusters
  Score: Raw -244440.514833 + Penalty 2500.381533 = -241940.133300
  nChanged 8
		SP:Iteration 22Q (10631.370000 sec): 3 clusters
  Score: Raw -244443.371679 + Penalty 2500.381533 = -241942.990146
  nChanged 5
		SP:Iteration 23Q (10631.550000 sec): 3 clusters
  Score: Raw -244446.525993 + Penalty 2500.381533 = -241946.144460
  nChanged 8
		SP:Iteration 24Q (10631.730000 sec): 3 clusters
  Score: Raw -244451.351834 + Penalty 2500.381533 = -241950.970301
  nChanged 6
		SP:Iteration 25Q (10631.940000 sec): 3 clusters
  Score: Raw -244455.233804 + Penalty 2500.381533 = -241954.852271
  nChanged 10
		SP:Iteration 26Q (10632.100000 sec): 3 clusters
  Score: Raw -244460.136535 + Penalty 2500.381533 = -241959.755002
  nChanged 7
		SP:Iteration 27Q (10632.320000 sec): 3 clusters
  Score: Raw -244464.873068 + Penalty 2500.381533 = -241964.491535
  nChanged 10
		SP:Iteration 28Q (10632.490000 sec): 3 clusters
  Score: Raw -244471.791271 + Penalty 2500.381533 = -241971.409738
  nChanged 10
		SP:Iteration 29Q (10632.660000 sec): 3 clusters
  Score: Raw -244479.363426 + Penalty 2500.381533 = -241978.981893
  nChanged 13
		SP:Iteration 30Q (10632.840000 sec): 3 clusters
  Score: Raw -244486.996455 + Penalty 2500.381533 = -241986.614921
  nChanged 8
		SP:Iteration 31Q (10633.020000 sec): 3 clusters
  Score: Raw -244490.672218 + Penalty 2500.381533 = -241990.290685
  nChanged 5
		SP:Iteration 32Q (10633.190000 sec): 3 clusters
  Score: Raw -244493.148606 + Penalty 2500.381533 = -241992.767073
  nChanged 4
		SP:Iteration 33Q (10633.380000 sec): 3 clusters
  Score: Raw -244496.183992 + Penalty 2500.381533 = -241995.802459
  nChanged 6
		SP:Iteration 34Q (10633.550000 sec): 3 clusters
  Score: Raw -244499.145454 + Penalty 2500.381533 = -241998.763921
  nChanged 9
		SP:Iteration 35Q (10633.720000 sec): 3 clusters
  Score: Raw -244506.355862 + Penalty 2500.381533 = -242005.974329
  nChanged 12
		SP:Iteration 36Q (10633.880000 sec): 3 clusters
  Score: Raw -244514.918681 + Penalty 2500.381533 = -242014.537148
  nChanged 12
		SP:Iteration 37Q (10634.080000 sec): 3 clusters
  Score: Raw -244522.063025 + Penalty 2500.381533 = -242021.681492
  nChanged 11
		SP:Iteration 38Q (10634.250000 sec): 3 clusters
  Score: Raw -244528.183230 + Penalty 2500.381533 = -242027.801697
  nChanged 2
		SP:Iteration 39Q (10634.420000 sec): 3 clusters
  Score: Raw -244529.400474 + Penalty 2500.381533 = -242029.018941
  nChanged 1
		SP:Iteration 40F (10634.640000 sec): 3 clusters
  Score: Raw -244529.776380 + Penalty 2500.381533 = -242029.394846
  nChanged 1
		SP:Iteration 41Q (10634.790000 sec): 3 clusters
  Score: Raw -244529.957256 + Penalty 2500.381533 = -242029.575722
  nChanged 0
		SP:Iteration 42F (10634.980000 sec): 3 clusters
  Score: Raw -244529.957256 + Penalty 2500.381533 = -242029.575722
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10635.080000 sec): 2 clusters
  Score: Raw -628493.336174 + Penalty 1397.510184 = -627095.825991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10635.270000 sec): 3 clusters
  Score: Raw -625594.261327 + Penalty 2795.020368 = -622799.240959
  nChanged 2255
		SP:Iteration 1F (10635.480000 sec): 3 clusters
  Score: Raw -626985.120504 + Penalty 2795.020368 = -624190.100136
  nChanged 455
		SP:Iteration 2F (10635.660000 sec): 3 clusters
  Score: Raw -627347.270906 + Penalty 2795.020368 = -624552.250538
  nChanged 409
		SP:Iteration 3F (10635.920000 sec): 3 clusters
  Score: Raw -627643.089243 + Penalty 2795.020368 = -624848.068876
  nChanged 358
		SP:Iteration 4F (10636.060000 sec): 3 clusters
  Score: Raw -627947.947707 + Penalty 2795.020368 = -625152.927339
  nChanged 328
		SP:Iteration 5F (10636.240000 sec): 3 clusters
  Score: Raw -628271.580036 + Penalty 2795.020368 = -625476.559669
  nChanged 333
		SP:Iteration 6F (10636.440000 sec): 3 clusters
  Score: Raw -628633.333170 + Penalty 2795.020368 = -625838.312802
  nChanged 318
		SP:Iteration 7F (10636.640000 sec): 3 clusters
  Score: Raw -628914.034770 + Penalty 2795.020368 = -626119.014403
  nChanged 243
		SP:Iteration 8Q (10636.830000 sec): 3 clusters
  Score: Raw -629104.757360 + Penalty 2795.020368 = -626309.736993
  nChanged 187
		SP:Iteration 9Q (10637.020000 sec): 3 clusters
  Score: Raw -629260.944082 + Penalty 2795.020368 = -626465.923714
  nChanged 133
		SP:Iteration 10Q (10637.200000 sec): 3 clusters
  Score: Raw -629353.707916 + Penalty 2795.020368 = -626558.687549
  nChanged 120
		SP:Iteration 11Q (10637.370000 sec): 3 clusters
  Score: Raw -629417.367702 + Penalty 2795.020368 = -626622.347334
  nChanged 89
		SP:Iteration 12Q (10637.580000 sec): 3 clusters
  Score: Raw -629455.521311 + Penalty 2795.020368 = -626660.500944
  nChanged 55
		SP:Iteration 13Q (10637.810000 sec): 3 clusters
  Score: Raw -629481.054184 + Penalty 2795.020368 = -626686.033817
  nChanged 51
		SP:Iteration 14Q (10637.940000 sec): 3 clusters
  Score: Raw -629506.204401 + Penalty 2795.020368 = -626711.184033
  nChanged 53
		SP:Iteration 15Q (10638.100000 sec): 3 clusters
  Score: Raw -629530.353885 + Penalty 2795.020368 = -626735.333517
  nChanged 46
		SP:Iteration 16Q (10638.320000 sec): 3 clusters
  Score: Raw -629547.570851 + Penalty 2795.020368 = -626752.550483
  nChanged 39
		SP:Iteration 17Q (10638.490000 sec): 3 clusters
  Score: Raw -629562.101242 + Penalty 2795.020368 = -626767.080874
  nChanged 30
		SP:Iteration 18Q (10638.700000 sec): 3 clusters
  Score: Raw -629578.268746 + Penalty 2795.020368 = -626783.248379
  nChanged 35
		SP:Iteration 19Q (10638.860000 sec): 3 clusters
  Score: Raw -629591.505734 + Penalty 2795.020368 = -626796.485367
  nChanged 33
		SP:Iteration 20F (10639.060000 sec): 3 clusters
  Score: Raw -629601.623204 + Penalty 2795.020368 = -626806.602836
  nChanged 19
		SP:Iteration 21Q (10639.240000 sec): 3 clusters
  Score: Raw -629608.527128 + Penalty 2795.020368 = -626813.506760
  nChanged 20
		SP:Iteration 22Q (10639.440000 sec): 3 clusters
  Score: Raw -629619.919905 + Penalty 2795.020368 = -626824.899538
  nChanged 19
		SP:Iteration 23Q (10639.620000 sec): 3 clusters
  Score: Raw -629627.887435 + Penalty 2795.020368 = -626832.867067
  nChanged 13
		SP:Iteration 24Q (10639.840000 sec): 3 clusters
  Score: Raw -629631.612594 + Penalty 2795.020368 = -626836.592227
  nChanged 6
		SP:Iteration 25Q (10639.990000 sec): 3 clusters
  Score: Raw -629632.617591 + Penalty 2795.020368 = -626837.597224
  nChanged 4
		SP:Iteration 26Q (10640.210000 sec): 3 clusters
  Score: Raw -629633.451781 + Penalty 2795.020368 = -626838.431413
  nChanged 2
		SP:Iteration 27Q (10640.380000 sec): 3 clusters
  Score: Raw -629634.202225 + Penalty 2795.020368 = -626839.181857
  nChanged 0
		SP:Iteration 28F (10640.570000 sec): 3 clusters
  Score: Raw -629634.202225 + Penalty 2795.020368 = -626839.181857
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10640.690000 sec): 2 clusters
  Score: Raw -189381.262005 + Penalty 1202.103750 = -188179.158255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10640.850000 sec): 3 clusters
  Score: Raw -188738.195601 + Penalty 2404.207499 = -186333.988102
  nChanged 548
		SP:Iteration 1F (10641.030000 sec): 3 clusters
  Score: Raw -189137.254544 + Penalty 2404.207499 = -186733.047045
  nChanged 119
		SP:Iteration 2F (10641.220000 sec): 3 clusters
  Score: Raw -189242.559060 + Penalty 2404.207499 = -186838.351561
  nChanged 80
		SP:Iteration 3Q (10641.380000 sec): 3 clusters
  Score: Raw -189333.350200 + Penalty 2404.207499 = -186929.142701
  nChanged 89
		SP:Iteration 4F (10641.570000 sec): 3 clusters
  Score: Raw -189430.483748 + Penalty 2404.207499 = -187026.276249
  nChanged 68
		SP:Iteration 5Q (10641.750000 sec): 3 clusters
  Score: Raw -189516.056652 + Penalty 2404.207499 = -187111.849153
  nChanged 56
		SP:Iteration 6Q (10641.940000 sec): 3 clusters
  Score: Raw -189572.542541 + Penalty 2404.207499 = -187168.335042
  nChanged 47
		SP:Iteration 7Q (10642.100000 sec): 3 clusters
  Score: Raw -189618.679786 + Penalty 2404.207499 = -187214.472287
  nChanged 49
		SP:Iteration 8Q (10642.260000 sec): 3 clusters
  Score: Raw -189664.937925 + Penalty 2404.207499 = -187260.730426
  nChanged 38
		SP:Iteration 9Q (10642.410000 sec): 3 clusters
  Score: Raw -189700.654297 + Penalty 2404.207499 = -187296.446798
  nChanged 29
		SP:Iteration 10Q (10642.600000 sec): 3 clusters
  Score: Raw -189729.485357 + Penalty 2404.207499 = -187325.277858
  nChanged 21
		SP:Iteration 11Q (10642.780000 sec): 3 clusters
  Score: Raw -189746.581597 + Penalty 2404.207499 = -187342.374098
  nChanged 25
		SP:Iteration 12Q (10642.990000 sec): 3 clusters
  Score: Raw -189765.684902 + Penalty 2404.207499 = -187361.477403
  nChanged 19
		SP:Iteration 13Q (10643.150000 sec): 3 clusters
  Score: Raw -189780.349192 + Penalty 2404.207499 = -187376.141693
  nChanged 15
		SP:Iteration 14Q (10643.380000 sec): 3 clusters
  Score: Raw -189788.836127 + Penalty 2404.207499 = -187384.628628
  nChanged 11
		SP:Iteration 15Q (10643.520000 sec): 3 clusters
  Score: Raw -189796.166850 + Penalty 2404.207499 = -187391.959351
  nChanged 6
		SP:Iteration 16Q (10643.690000 sec): 3 clusters
  Score: Raw -189799.746443 + Penalty 2404.207499 = -187395.538944
  nChanged 7
		SP:Iteration 17Q (10643.860000 sec): 3 clusters
  Score: Raw -189802.913353 + Penalty 2404.207499 = -187398.705854
  nChanged 5
		SP:Iteration 18Q (10644.040000 sec): 3 clusters
  Score: Raw -189805.711464 + Penalty 2404.207499 = -187401.503965
  nChanged 4
		SP:Iteration 19Q (10644.220000 sec): 3 clusters
  Score: Raw -189808.497560 + Penalty 2404.207499 = -187404.290061
  nChanged 2
		SP:Iteration 20F (10644.420000 sec): 3 clusters
  Score: Raw -189809.575670 + Penalty 2404.207499 = -187405.368171
  nChanged 3
		SP:Iteration 21Q (10644.620000 sec): 3 clusters
  Score: Raw -189811.568509 + Penalty 2404.207499 = -187407.361010
  nChanged 1
		SP:Iteration 22Q (10644.780000 sec): 3 clusters
  Score: Raw -189811.851034 + Penalty 2404.207499 = -187407.643535
  nChanged 1
		SP:Iteration 23Q (10644.970000 sec): 3 clusters
  Score: Raw -189812.062389 + Penalty 2404.207499 = -187407.854890
  nChanged 1
		SP:Iteration 24Q (10645.170000 sec): 3 clusters
  Score: Raw -189812.333664 + Penalty 2404.207499 = -187408.126165
  nChanged 2
		SP:Iteration 25Q (10645.360000 sec): 3 clusters
  Score: Raw -189814.381784 + Penalty 2404.207499 = -187410.174285
  nChanged 2
		SP:Iteration 26Q (10645.530000 sec): 3 clusters
  Score: Raw -189815.469830 + Penalty 2404.207499 = -187411.262331
  nChanged 1
		SP:Iteration 27Q (10645.710000 sec): 3 clusters
  Score: Raw -189816.144357 + Penalty 2404.207499 = -187411.936858
  nChanged 1
		SP:Iteration 28Q (10645.900000 sec): 3 clusters
  Score: Raw -189816.518514 + Penalty 2404.207499 = -187412.311015
  nChanged 1
		SP:Iteration 29Q (10646.090000 sec): 3 clusters
  Score: Raw -189817.169920 + Penalty 2404.207499 = -187412.962421
  nChanged 2
		SP:Iteration 30Q (10646.240000 sec): 3 clusters
  Score: Raw -189818.067811 + Penalty 2404.207499 = -187413.860312
  nChanged 0
		SP:Iteration 31F (10646.460000 sec): 3 clusters
  Score: Raw -189818.067811 + Penalty 2404.207499 = -187413.860312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10646.540000 sec): 2 clusters
  Score: Raw -81934.185351 + Penalty 1078.127921 = -80856.057431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10646.740000 sec): 3 clusters
  Score: Raw -81757.981113 + Penalty 2156.255841 = -79601.725272
  nChanged 220
		SP:Iteration 1F (10646.920000 sec): 3 clusters
  Score: Raw -82067.966752 + Penalty 2156.255841 = -79911.710910
  nChanged 82
		SP:Iteration 2F (10647.080000 sec): 3 clusters
  Score: Raw -82193.358893 + Penalty 2156.255841 = -80037.103051
  nChanged 45
		SP:Iteration 3F (10647.260000 sec): 3 clusters
  Score: Raw -82271.751044 + Penalty 2156.255841 = -80115.495202
  nChanged 29
		SP:Iteration 4Q (10647.430000 sec): 3 clusters
  Score: Raw -82324.117898 + Penalty 2156.255841 = -80167.862057
  nChanged 26
		SP:Iteration 5Q (10647.640000 sec): 3 clusters
  Score: Raw -82378.249706 + Penalty 2156.255841 = -80221.993864
  nChanged 21
		SP:Iteration 6Q (10647.790000 sec): 3 clusters
  Score: Raw -82423.785097 + Penalty 2156.255841 = -80267.529255
  nChanged 14
		SP:Iteration 7Q (10648.000000 sec): 3 clusters
  Score: Raw -82452.395259 + Penalty 2156.255841 = -80296.139418
  nChanged 13
		SP:Iteration 8Q (10648.150000 sec): 3 clusters
  Score: Raw -82497.927666 + Penalty 2156.255841 = -80341.671825
  nChanged 12
		SP:Iteration 9Q (10648.360000 sec): 3 clusters
  Score: Raw -82523.308600 + Penalty 2156.255841 = -80367.052759
  nChanged 13
		SP:Iteration 10Q (10648.510000 sec): 3 clusters
  Score: Raw -82542.557352 + Penalty 2156.255841 = -80386.301511
  nChanged 5
		SP:Iteration 11Q (10648.690000 sec): 3 clusters
  Score: Raw -82547.952102 + Penalty 2156.255841 = -80391.696261
  nChanged 5
		SP:Iteration 12Q (10648.860000 sec): 3 clusters
  Score: Raw -82551.985717 + Penalty 2156.255841 = -80395.729875
  nChanged 5
		SP:Iteration 13Q (10649.030000 sec): 3 clusters
  Score: Raw -82563.417707 + Penalty 2156.255841 = -80407.161866
  nChanged 10
		SP:Iteration 14Q (10649.260000 sec): 3 clusters
  Score: Raw -82573.891918 + Penalty 2156.255841 = -80417.636077
  nChanged 8
		SP:Iteration 15Q (10649.430000 sec): 3 clusters
  Score: Raw -82586.044127 + Penalty 2156.255841 = -80429.788286
  nChanged 5
		SP:Iteration 16Q (10649.590000 sec): 3 clusters
  Score: Raw -82594.783117 + Penalty 2156.255841 = -80438.527276
  nChanged 4
		SP:Iteration 17Q (10649.800000 sec): 3 clusters
  Score: Raw -82599.737240 + Penalty 2156.255841 = -80443.481398
  nChanged 5
		SP:Iteration 18Q (10649.930000 sec): 3 clusters
  Score: Raw -82603.796507 + Penalty 2156.255841 = -80447.540666
  nChanged 3
		SP:Iteration 19Q (10650.110000 sec): 3 clusters
  Score: Raw -82606.228323 + Penalty 2156.255841 = -80449.972481
  nChanged 1
		SP:Iteration 20F (10650.290000 sec): 3 clusters
  Score: Raw -82607.585356 + Penalty 2156.255841 = -80451.329515
  nChanged 2
		SP:Iteration 21Q (10650.480000 sec): 3 clusters
  Score: Raw -82609.565783 + Penalty 2156.255841 = -80453.309942
  nChanged 1
		SP:Iteration 22Q (10650.660000 sec): 3 clusters
  Score: Raw -82610.066086 + Penalty 2156.255841 = -80453.810245
  nChanged 1
		SP:Iteration 23Q (10650.830000 sec): 3 clusters
  Score: Raw -82610.366333 + Penalty 2156.255841 = -80454.110492
  nChanged 1
		SP:Iteration 24Q (10651.000000 sec): 3 clusters
  Score: Raw -82610.802400 + Penalty 2156.255841 = -80454.546558
  nChanged 0
		SP:Iteration 25F (10651.140000 sec): 3 clusters
  Score: Raw -82610.802400 + Penalty 2156.255841 = -80454.546558
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10651.280000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10651.430000 sec): 3 clusters
  Score: Raw -62282.894279 + Penalty 2034.363976 = -60248.530303
  nChanged 137
		SP:Iteration 1F (10651.620000 sec): 3 clusters
  Score: Raw -62452.626136 + Penalty 2034.363976 = -60418.262161
  nChanged 24
		SP:Iteration 2Q (10651.770000 sec): 3 clusters
  Score: Raw -62492.818001 + Penalty 2034.363976 = -60458.454025
  nChanged 10
		SP:Iteration 3Q (10651.940000 sec): 3 clusters
  Score: Raw -62506.564328 + Penalty 2034.363976 = -60472.200353
  nChanged 6
		SP:Iteration 4Q (10652.150000 sec): 3 clusters
  Score: Raw -62515.982622 + Penalty 2034.363976 = -60481.618646
  nChanged 6
		SP:Iteration 5Q (10652.320000 sec): 3 clusters
  Score: Raw -62526.991169 + Penalty 2034.363976 = -60492.627193
  nChanged 6
		SP:Iteration 6Q (10652.500000 sec): 3 clusters
  Score: Raw -62536.280121 + Penalty 2034.363976 = -60501.916145
  nChanged 4
		SP:Iteration 7Q (10652.680000 sec): 3 clusters
  Score: Raw -62547.792615 + Penalty 2034.363976 = -60513.428640
  nChanged 4
		SP:Iteration 8Q (10652.890000 sec): 3 clusters
  Score: Raw -62554.314994 + Penalty 2034.363976 = -60519.951019
  nChanged 2
		SP:Iteration 9Q (10653.040000 sec): 3 clusters
  Score: Raw -62558.702656 + Penalty 2034.363976 = -60524.338681
  nChanged 3
		SP:Iteration 10Q (10653.240000 sec): 3 clusters
  Score: Raw -62561.893425 + Penalty 2034.363976 = -60527.529449
  nChanged 1
		SP:Iteration 11Q (10653.400000 sec): 3 clusters
  Score: Raw -62562.815968 + Penalty 2034.363976 = -60528.451992
  nChanged 0
		SP:Iteration 12F (10653.590000 sec): 3 clusters
  Score: Raw -62562.815968 + Penalty 2034.363976 = -60528.451992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (103072 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10654.180000 sec): 2 clusters
  Score: Raw -12596105.723593 + Penalty 1875.767246 = -12594229.956347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10654.740000 sec): 3 clusters
  Score: Raw -12528815.225846 + Penalty 3751.534492 = -12525063.691354
  nChanged 49541
		SP:Iteration 1F (10655.350000 sec): 3 clusters
  Score: Raw -12557906.552822 + Penalty 3751.534492 = -12554155.018330
  nChanged 3455
		SP:Iteration 2Q (10655.920000 sec): 3 clusters
  Score: Raw -12558901.288432 + Penalty 3751.534492 = -12555149.753940
  nChanged 3923
		SP:Iteration 3Q (10656.560000 sec): 3 clusters
  Score: Raw -12560224.595123 + Penalty 3751.534492 = -12556473.060631
  nChanged 4580
		SP:Iteration 4Q (10657.160000 sec): 3 clusters
  Score: Raw -12562050.175008 + Penalty 3751.534492 = -12558298.640516
  nChanged 5160
		SP:Iteration 5F (10657.730000 sec): 3 clusters
  Score: Raw -12564437.535721 + Penalty 3751.534492 = -12560686.001229
  nChanged 5663
		SP:Iteration 6F (10658.280000 sec): 3 clusters
  Score: Raw -12567297.146058 + Penalty 3751.534492 = -12563545.611566
  nChanged 5711
		SP:Iteration 7F (10658.870000 sec): 3 clusters
  Score: Raw -12570229.456506 + Penalty 3751.534492 = -12566477.922014
  nChanged 5303
		SP:Iteration 8F (10659.470000 sec): 3 clusters
  Score: Raw -12573023.166157 + Penalty 3751.534492 = -12569271.631665
  nChanged 4821
		SP:Iteration 9Q (10660.100000 sec): 3 clusters
  Score: Raw -12575679.575515 + Penalty 3751.534492 = -12571928.041023
  nChanged 4246
		SP:Iteration 10Q (10660.700000 sec): 3 clusters
  Score: Raw -12577928.254079 + Penalty 3751.534492 = -12574176.719587
  nChanged 3428
		SP:Iteration 11Q (10661.300000 sec): 3 clusters
  Score: Raw -12579461.182454 + Penalty 3751.534492 = -12575709.647962
  nChanged 2496
		SP:Iteration 12Q (10661.850000 sec): 3 clusters
  Score: Raw -12580213.487783 + Penalty 3751.534492 = -12576461.953291
  nChanged 1640
		SP:Iteration 13Q (10662.460000 sec): 3 clusters
  Score: Raw -12580574.683142 + Penalty 3751.534492 = -12576823.148650
  nChanged 1181
		SP:Iteration 14Q (10663.040000 sec): 3 clusters
  Score: Raw -12580809.036497 + Penalty 3751.534492 = -12577057.502005
  nChanged 1057
		SP:Iteration 15Q (10663.600000 sec): 3 clusters
  Score: Raw -12581014.206859 + Penalty 3751.534492 = -12577262.672367
  nChanged 1144
		SP:Iteration 16Q (10664.190000 sec): 3 clusters
  Score: Raw -12581242.619967 + Penalty 3751.534492 = -12577491.085475
  nChanged 1180
		SP:Iteration 17Q (10664.760000 sec): 3 clusters
  Score: Raw -12581491.688142 + Penalty 3751.534492 = -12577740.153650
  nChanged 1257
		SP:Iteration 18Q (10665.380000 sec): 3 clusters
  Score: Raw -12581772.954299 + Penalty 3751.534492 = -12578021.419807
  nChanged 1361
		SP:Iteration 19Q (10666.030000 sec): 3 clusters
  Score: Raw -12582095.959379 + Penalty 3751.534492 = -12578344.424887
  nChanged 1445
		SP:Iteration 20F (10666.680000 sec): 3 clusters
  Score: Raw -12582455.723002 + Penalty 3751.534492 = -12578704.188510
  nChanged 1518
		SP:Iteration 21Q (10667.380000 sec): 3 clusters
  Score: Raw -12582839.468017 + Penalty 3751.534492 = -12579087.933525
  nChanged 1532
		SP:Iteration 22Q (10667.960000 sec): 3 clusters
  Score: Raw -12583247.188608 + Penalty 3751.534492 = -12579495.654116
  nChanged 1658
		SP:Iteration 23Q (10668.580000 sec): 3 clusters
  Score: Raw -12583706.686155 + Penalty 3751.534492 = -12579955.151663
  nChanged 1640
		SP:Iteration 24Q (10669.180000 sec): 3 clusters
  Score: Raw -12584180.065360 + Penalty 3751.534492 = -12580428.530868
  nChanged 1665
		SP:Iteration 25Q (10669.810000 sec): 3 clusters
  Score: Raw -12584682.996077 + Penalty 3751.534492 = -12580931.461585
  nChanged 1804
		SP:Iteration 26Q (10670.430000 sec): 3 clusters
  Score: Raw -12585267.077328 + Penalty 3751.534492 = -12581515.542836
  nChanged 1795
		SP:Iteration 27Q (10671.050000 sec): 3 clusters
  Score: Raw -12585886.682588 + Penalty 3751.534492 = -12582135.148096
  nChanged 1865
		SP:Iteration 28Q (10671.690000 sec): 3 clusters
  Score: Raw -12586579.190580 + Penalty 3751.534492 = -12582827.656088
  nChanged 1892
		SP:Iteration 29Q (10672.310000 sec): 3 clusters
  Score: Raw -12587316.327368 + Penalty 3751.534492 = -12583564.792876
  nChanged 1857
		SP:Iteration 30Q (10672.950000 sec): 3 clusters
  Score: Raw -12588093.336659 + Penalty 3751.534492 = -12584341.802167
  nChanged 1895
		SP:Iteration 31Q (10673.540000 sec): 3 clusters
  Score: Raw -12588960.259156 + Penalty 3751.534492 = -12585208.724664
  nChanged 1852
		SP:Iteration 32Q (10674.090000 sec): 3 clusters
  Score: Raw -12589837.888579 + Penalty 3751.534492 = -12586086.354087
  nChanged 1687
		SP:Iteration 33Q (10674.700000 sec): 3 clusters
  Score: Raw -12590660.886314 + Penalty 3751.534492 = -12586909.351823
  nChanged 1600
		SP:Iteration 34Q (10675.290000 sec): 3 clusters
  Score: Raw -12591501.374185 + Penalty 3751.534492 = -12587749.839693
  nChanged 1494
		SP:Iteration 35Q (10675.960000 sec): 3 clusters
  Score: Raw -12592311.153587 + Penalty 3751.534492 = -12588559.619095
  nChanged 1317
		SP:Iteration 36Q (10676.530000 sec): 3 clusters
  Score: Raw -12593032.703690 + Penalty 3751.534492 = -12589281.169198
  nChanged 1133
		SP:Iteration 37Q (10677.130000 sec): 3 clusters
  Score: Raw -12593656.452212 + Penalty 3751.534492 = -12589904.917720
  nChanged 949
		SP:Iteration 38Q (10677.720000 sec): 3 clusters
  Score: Raw -12594181.413864 + Penalty 3751.534492 = -12590429.879372
  nChanged 765
		SP:Iteration 39Q (10678.320000 sec): 3 clusters
  Score: Raw -12594587.734133 + Penalty 3751.534492 = -12590836.199641
  nChanged 583
		SP:Iteration 40F (10678.950000 sec): 3 clusters
  Score: Raw -12594957.256627 + Penalty 3751.534492 = -12591205.722135
  nChanged 590
		SP:Iteration 41Q (10679.520000 sec): 3 clusters
  Score: Raw -12595304.423727 + Penalty 3751.534492 = -12591552.889235
  nChanged 480
		SP:Iteration 42Q (10680.070000 sec): 3 clusters
  Score: Raw -12595569.879593 + Penalty 3751.534492 = -12591818.345101
  nChanged 420
		SP:Iteration 43Q (10680.630000 sec): 3 clusters
  Score: Raw -12595791.875035 + Penalty 3751.534492 = -12592040.340543
  nChanged 342
		SP:Iteration 44Q (10681.190000 sec): 3 clusters
  Score: Raw -12595948.244306 + Penalty 3751.534492 = -12592196.709814
  nChanged 282
		SP:Iteration 45Q (10681.760000 sec): 3 clusters
  Score: Raw -12596074.981536 + Penalty 3751.534492 = -12592323.447044
  nChanged 222
		SP:Iteration 46Q (10682.360000 sec): 3 clusters
  Score: Raw -12596174.478063 + Penalty 3751.534492 = -12592422.943571
  nChanged 178
		SP:Iteration 47Q (10682.960000 sec): 3 clusters
  Score: Raw -12596240.600460 + Penalty 3751.534492 = -12592489.065968
  nChanged 130
		SP:Iteration 48Q (10683.480000 sec): 3 clusters
  Score: Raw -12596283.213089 + Penalty 3751.534492 = -12592531.678597
  nChanged 127
		SP:Iteration 49Q (10684.010000 sec): 3 clusters
  Score: Raw -12596327.134161 + Penalty 3751.534492 = -12592575.599669
  nChanged 107
		SP:Iteration 50Q (10684.570000 sec): 3 clusters
  Score: Raw -12596362.107799 + Penalty 3751.534492 = -12592610.573307
  nChanged 86
		SP:Iteration 51Q (10685.130000 sec): 3 clusters
  Score: Raw -12596393.106514 + Penalty 3751.534492 = -12592641.572022
  nChanged 75
		SP:Iteration 52Q (10685.620000 sec): 3 clusters
  Score: Raw -12596418.700865 + Penalty 3751.534492 = -12592667.166373
  nChanged 63
		SP:Iteration 53Q (10686.150000 sec): 3 clusters
  Score: Raw -12596440.733918 + Penalty 3751.534492 = -12592689.199426
  nChanged 55
		SP:Iteration 54Q (10686.720000 sec): 3 clusters
  Score: Raw -12596459.749624 + Penalty 3751.534492 = -12592708.215132
  nChanged 50
		SP:Iteration 55Q (10687.280000 sec): 3 clusters
  Score: Raw -12596475.319426 + Penalty 3751.534492 = -12592723.784934
  nChanged 36
		SP:Iteration 56Q (10687.840000 sec): 3 clusters
  Score: Raw -12596484.493803 + Penalty 3751.534492 = -12592732.959311
  nChanged 27
		SP:Iteration 57Q (10688.370000 sec): 3 clusters
  Score: Raw -12596490.529754 + Penalty 3751.534492 = -12592738.995262
  nChanged 17
		SP:Iteration 58Q (10688.930000 sec): 3 clusters
  Score: Raw -12596494.651563 + Penalty 3751.534492 = -12592743.117071
  nChanged 19
		SP:Iteration 59Q (10689.450000 sec): 3 clusters
  Score: Raw -12596498.290636 + Penalty 3751.534492 = -12592746.756144
  nChanged 13
		SP:Iteration 60F (10690.080000 sec): 3 clusters
  Score: Raw -12596500.669946 + Penalty 3751.534492 = -12592749.135454
  nChanged 12
		SP:Iteration 61Q (10690.660000 sec): 3 clusters
  Score: Raw -12596502.945833 + Penalty 3751.534492 = -12592751.411341
  nChanged 12
		SP:Iteration 62Q (10691.260000 sec): 3 clusters
  Score: Raw -12596505.713058 + Penalty 3751.534492 = -12592754.178566
  nChanged 10
		SP:Iteration 63Q (10691.890000 sec): 3 clusters
  Score: Raw -12596509.002479 + Penalty 3751.534492 = -12592757.467987
  nChanged 17
		SP:Iteration 64Q (10692.490000 sec): 3 clusters
  Score: Raw -12596513.072892 + Penalty 3751.534492 = -12592761.538400
  nChanged 14
		SP:Iteration 65Q (10693.030000 sec): 3 clusters
  Score: Raw -12596515.956128 + Penalty 3751.534492 = -12592764.421636
  nChanged 11
		SP:Iteration 66Q (10693.580000 sec): 3 clusters
  Score: Raw -12596517.755767 + Penalty 3751.534492 = -12592766.221275
  nChanged 4
		SP:Iteration 67Q (10694.110000 sec): 3 clusters
  Score: Raw -12596518.877847 + Penalty 3751.534492 = -12592767.343355
  nChanged 6
		SP:Iteration 68Q (10694.630000 sec): 3 clusters
  Score: Raw -12596519.966658 + Penalty 3751.534492 = -12592768.432166
  nChanged 4
		SP:Iteration 69Q (10695.190000 sec): 3 clusters
  Score: Raw -12596520.460112 + Penalty 3751.534492 = -12592768.925620
  nChanged 5
		SP:Iteration 70Q (10695.720000 sec): 3 clusters
  Score: Raw -12596521.695164 + Penalty 3751.534492 = -12592770.160672
  nChanged 6
		SP:Iteration 71Q (10696.270000 sec): 3 clusters
  Score: Raw -12596523.120333 + Penalty 3751.534492 = -12592771.585841
  nChanged 11
		SP:Iteration 72Q (10696.840000 sec): 3 clusters
  Score: Raw -12596526.375736 + Penalty 3751.534492 = -12592774.841244
  nChanged 12
		SP:Iteration 73Q (10697.370000 sec): 3 clusters
  Score: Raw -12596529.239516 + Penalty 3751.534492 = -12592777.705024
  nChanged 12
		SP:Iteration 74Q (10697.870000 sec): 3 clusters
  Score: Raw -12596531.994045 + Penalty 3751.534492 = -12592780.459553
  nChanged 11
		SP:Iteration 75Q (10698.370000 sec): 3 clusters
  Score: Raw -12596534.813301 + Penalty 3751.534492 = -12592783.278809
  nChanged 8
		SP:Iteration 76Q (10698.910000 sec): 3 clusters
  Score: Raw -12596536.790526 + Penalty 3751.534492 = -12592785.256034
  nChanged 12
		SP:Iteration 77Q (10699.390000 sec): 3 clusters
  Score: Raw -12596539.705692 + Penalty 3751.534492 = -12592788.171200
  nChanged 11
		SP:Iteration 78Q (10699.890000 sec): 3 clusters
  Score: Raw -12596542.476815 + Penalty 3751.534492 = -12592790.942323
  nChanged 11
		SP:Iteration 79Q (10700.420000 sec): 3 clusters
  Score: Raw -12596544.882944 + Penalty 3751.534492 = -12592793.348452
  nChanged 9
		SP:Iteration 80F (10701.050000 sec): 3 clusters
  Score: Raw -12596547.805585 + Penalty 3751.534492 = -12592796.271094
  nChanged 13
		SP:Iteration 81Q (10701.640000 sec): 3 clusters
  Score: Raw -12596550.691460 + Penalty 3751.534492 = -12592799.156968
  nChanged 11
		SP:Iteration 82Q (10702.230000 sec): 3 clusters
  Score: Raw -12596553.518566 + Penalty 3751.534492 = -12592801.984074
  nChanged 13
		SP:Iteration 83Q (10702.780000 sec): 3 clusters
  Score: Raw -12596556.529450 + Penalty 3751.534492 = -12592804.994958
  nChanged 11
		SP:Iteration 84Q (10703.310000 sec): 3 clusters
  Score: Raw -12596558.852340 + Penalty 3751.534492 = -12592807.317848
  nChanged 8
		SP:Iteration 85Q (10703.870000 sec): 3 clusters
  Score: Raw -12596560.667693 + Penalty 3751.534492 = -12592809.133201
  nChanged 7
		SP:Iteration 86Q (10704.410000 sec): 3 clusters
  Score: Raw -12596562.782270 + Penalty 3751.534492 = -12592811.247778
  nChanged 10
		SP:Iteration 87Q (10704.930000 sec): 3 clusters
  Score: Raw -12596565.672010 + Penalty 3751.534492 = -12592814.137519
  nChanged 17
		SP:Iteration 88Q (10705.460000 sec): 3 clusters
  Score: Raw -12596571.070087 + Penalty 3751.534492 = -12592819.535595
  nChanged 12
		SP:Iteration 89Q (10705.980000 sec): 3 clusters
  Score: Raw -12596574.693084 + Penalty 3751.534492 = -12592823.158592
  nChanged 10
		SP:Iteration 90Q (10706.530000 sec): 3 clusters
  Score: Raw -12596576.878522 + Penalty 3751.534492 = -12592825.344030
  nChanged 9
		SP:Iteration 91Q (10707.050000 sec): 3 clusters
  Score: Raw -12596579.438743 + Penalty 3751.534492 = -12592827.904251
  nChanged 11
		SP:Iteration 92Q (10707.570000 sec): 3 clusters
  Score: Raw -12596582.462077 + Penalty 3751.534492 = -12592830.927585
  nChanged 5
		SP:Iteration 93Q (10708.120000 sec): 3 clusters
  Score: Raw -12596583.980787 + Penalty 3751.534492 = -12592832.446295
  nChanged 5
		SP:Iteration 94Q (10708.640000 sec): 3 clusters
  Score: Raw -12596584.866561 + Penalty 3751.534492 = -12592833.332069
  nChanged 4
		SP:Iteration 95Q (10709.190000 sec): 3 clusters
  Score: Raw -12596586.253321 + Penalty 3751.534492 = -12592834.718829
  nChanged 4
		SP:Iteration 96Q (10709.730000 sec): 3 clusters
  Score: Raw -12596587.541069 + Penalty 3751.534492 = -12592836.006577
  nChanged 5
		SP:Iteration 97Q (10710.270000 sec): 3 clusters
  Score: Raw -12596588.420195 + Penalty 3751.534492 = -12592836.885703
  nChanged 3
		SP:Iteration 98Q (10710.790000 sec): 3 clusters
  Score: Raw -12596589.041500 + Penalty 3751.534492 = -12592837.507009
  nChanged 3
		SP:Iteration 99Q (10711.310000 sec): 3 clusters
  Score: Raw -12596589.715610 + Penalty 3751.534492 = -12592838.181118
  nChanged 2
		SP:Iteration 100F (10711.910000 sec): 3 clusters
  Score: Raw -12596589.908700 + Penalty 3751.534492 = -12592838.374208
  nChanged 2
		SP:Iteration 101Q (10712.430000 sec): 3 clusters
  Score: Raw -12596590.142140 + Penalty 3751.534492 = -12592838.607648
  nChanged 5
		SP:Iteration 102Q (10712.950000 sec): 3 clusters
  Score: Raw -12596590.939888 + Penalty 3751.534492 = -12592839.405397
  nChanged 5
		SP:Iteration 103Q (10713.470000 sec): 3 clusters
  Score: Raw -12596591.764488 + Penalty 3751.534492 = -12592840.229996
  nChanged 2
		SP:Iteration 104Q (10714.000000 sec): 3 clusters
  Score: Raw -12596592.157244 + Penalty 3751.534492 = -12592840.622752
  nChanged 0
		SP:Iteration 105F (10714.580000 sec): 3 clusters
  Score: Raw -12596592.157244 + Penalty 3751.534492 = -12592840.622752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10714.800000 sec): 2 clusters
  Score: Raw -1599768.633894 + Penalty 1541.770845 = -1598226.863049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10715.010000 sec): 3 clusters
  Score: Raw -1592216.548145 + Penalty 3083.541689 = -1589133.006456
  nChanged 5766
		SP:Iteration 1F (10715.230000 sec): 3 clusters
  Score: Raw -1595865.359185 + Penalty 3083.541689 = -1592781.817496
  nChanged 1076
		SP:Iteration 2F (10715.470000 sec): 3 clusters
  Score: Raw -1596767.713424 + Penalty 3083.541689 = -1593684.171735
  nChanged 1065
		SP:Iteration 3F (10715.680000 sec): 3 clusters
  Score: Raw -1597714.422083 + Penalty 3083.541689 = -1594630.880394
  nChanged 977
		SP:Iteration 4F (10715.920000 sec): 3 clusters
  Score: Raw -1598468.975496 + Penalty 3083.541689 = -1595385.433807
  nChanged 745
		SP:Iteration 5F (10716.150000 sec): 3 clusters
  Score: Raw -1599025.979783 + Penalty 3083.541689 = -1595942.438094
  nChanged 570
		SP:Iteration 6Q (10716.340000 sec): 3 clusters
  Score: Raw -1599429.944607 + Penalty 3083.541689 = -1596346.402917
  nChanged 411
		SP:Iteration 7Q (10716.590000 sec): 3 clusters
  Score: Raw -1599693.208058 + Penalty 3083.541689 = -1596609.666369
  nChanged 327
		SP:Iteration 8Q (10716.790000 sec): 3 clusters
  Score: Raw -1599900.879280 + Penalty 3083.541689 = -1596817.337591
  nChanged 264
		SP:Iteration 9Q (10717.040000 sec): 3 clusters
  Score: Raw -1600064.106315 + Penalty 3083.541689 = -1596980.564626
  nChanged 194
		SP:Iteration 10Q (10717.260000 sec): 3 clusters
  Score: Raw -1600185.450413 + Penalty 3083.541689 = -1597101.908724
  nChanged 186
		SP:Iteration 11Q (10717.490000 sec): 3 clusters
  Score: Raw -1600323.358596 + Penalty 3083.541689 = -1597239.816907
  nChanged 177
		SP:Iteration 12Q (10717.680000 sec): 3 clusters
  Score: Raw -1600485.943201 + Penalty 3083.541689 = -1597402.401512
  nChanged 166
		SP:Iteration 13Q (10717.930000 sec): 3 clusters
  Score: Raw -1600622.170589 + Penalty 3083.541689 = -1597538.628900
  nChanged 129
		SP:Iteration 14Q (10718.130000 sec): 3 clusters
  Score: Raw -1600719.299311 + Penalty 3083.541689 = -1597635.757622
  nChanged 95
		SP:Iteration 15Q (10718.360000 sec): 3 clusters
  Score: Raw -1600772.960692 + Penalty 3083.541689 = -1597689.419003
  nChanged 72
		SP:Iteration 16Q (10718.580000 sec): 3 clusters
  Score: Raw -1600805.294743 + Penalty 3083.541689 = -1597721.753054
  nChanged 58
		SP:Iteration 17Q (10718.820000 sec): 3 clusters
  Score: Raw -1600833.171511 + Penalty 3083.541689 = -1597749.629822
  nChanged 51
		SP:Iteration 18Q (10719.000000 sec): 3 clusters
  Score: Raw -1600849.356231 + Penalty 3083.541689 = -1597765.814542
  nChanged 46
		SP:Iteration 19Q (10719.230000 sec): 3 clusters
  Score: Raw -1600864.168210 + Penalty 3083.541689 = -1597780.626521
  nChanged 36
		SP:Iteration 20F (10719.460000 sec): 3 clusters
  Score: Raw -1600876.952604 + Penalty 3083.541689 = -1597793.410915
  nChanged 34
		SP:Iteration 21Q (10719.650000 sec): 3 clusters
  Score: Raw -1600887.461861 + Penalty 3083.541689 = -1597803.920172
  nChanged 27
		SP:Iteration 22Q (10719.870000 sec): 3 clusters
  Score: Raw -1600897.121030 + Penalty 3083.541689 = -1597813.579341
  nChanged 17
		SP:Iteration 23Q (10720.110000 sec): 3 clusters
  Score: Raw -1600901.514234 + Penalty 3083.541689 = -1597817.972545
  nChanged 13
		SP:Iteration 24Q (10720.340000 sec): 3 clusters
  Score: Raw -1600904.020091 + Penalty 3083.541689 = -1597820.478402
  nChanged 10
		SP:Iteration 25Q (10720.550000 sec): 3 clusters
  Score: Raw -1600906.697340 + Penalty 3083.541689 = -1597823.155650
  nChanged 9
		SP:Iteration 26Q (10720.790000 sec): 3 clusters
  Score: Raw -1600908.774091 + Penalty 3083.541689 = -1597825.232402
  nChanged 6
		SP:Iteration 27Q (10721.020000 sec): 3 clusters
  Score: Raw -1600910.260996 + Penalty 3083.541689 = -1597826.719307
  nChanged 5
		SP:Iteration 28Q (10721.270000 sec): 3 clusters
  Score: Raw -1600910.773122 + Penalty 3083.541689 = -1597827.231433
  nChanged 0
		SP:Iteration 29F (10721.480000 sec): 3 clusters
  Score: Raw -1600910.773122 + Penalty 3083.541689 = -1597827.231433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10721.580000 sec): 2 clusters
  Score: Raw -144287.051411 + Penalty 1156.282096 = -143130.769316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10721.740000 sec): 3 clusters
  Score: Raw -143875.609035 + Penalty 2312.564191 = -141563.044844
  nChanged 368
		SP:Iteration 1F (10721.930000 sec): 3 clusters
  Score: Raw -144167.870060 + Penalty 2312.564191 = -141855.305869
  nChanged 93
		SP:Iteration 2F (10722.130000 sec): 3 clusters
  Score: Raw -144246.685133 + Penalty 2312.564191 = -141934.120942
  nChanged 45
		SP:Iteration 3Q (10722.310000 sec): 3 clusters
  Score: Raw -144286.876316 + Penalty 2312.564191 = -141974.312125
  nChanged 36
		SP:Iteration 4Q (10722.470000 sec): 3 clusters
  Score: Raw -144318.940796 + Penalty 2312.564191 = -142006.376605
  nChanged 26
		SP:Iteration 5Q (10722.710000 sec): 3 clusters
  Score: Raw -144350.400051 + Penalty 2312.564191 = -142037.835860
  nChanged 23
		SP:Iteration 6Q (10722.870000 sec): 3 clusters
  Score: Raw -144374.774634 + Penalty 2312.564191 = -142062.210443
  nChanged 23
		SP:Iteration 7Q (10723.030000 sec): 3 clusters
  Score: Raw -144401.020814 + Penalty 2312.564191 = -142088.456623
  nChanged 26
		SP:Iteration 8Q (10723.200000 sec): 3 clusters
  Score: Raw -144426.916058 + Penalty 2312.564191 = -142114.351867
  nChanged 26
		SP:Iteration 9Q (10723.400000 sec): 3 clusters
  Score: Raw -144459.876642 + Penalty 2312.564191 = -142147.312451
  nChanged 36
		SP:Iteration 10Q (10723.560000 sec): 3 clusters
  Score: Raw -144512.041891 + Penalty 2312.564191 = -142199.477700
  nChanged 29
		SP:Iteration 11Q (10723.780000 sec): 3 clusters
  Score: Raw -144557.572785 + Penalty 2312.564191 = -142245.008594
  nChanged 36
		SP:Iteration 12Q (10723.920000 sec): 3 clusters
  Score: Raw -144604.572915 + Penalty 2312.564191 = -142292.008724
  nChanged 33
		SP:Iteration 13Q (10724.130000 sec): 3 clusters
  Score: Raw -144650.067460 + Penalty 2312.564191 = -142337.503269
  nChanged 24
		SP:Iteration 14Q (10724.300000 sec): 3 clusters
  Score: Raw -144680.992463 + Penalty 2312.564191 = -142368.428272
  nChanged 26
		SP:Iteration 15Q (10724.460000 sec): 3 clusters
  Score: Raw -144708.799973 + Penalty 2312.564191 = -142396.235782
  nChanged 18
		SP:Iteration 16Q (10724.650000 sec): 3 clusters
  Score: Raw -144727.515759 + Penalty 2312.564191 = -142414.951568
  nChanged 10
		SP:Iteration 17Q (10724.800000 sec): 3 clusters
  Score: Raw -144736.454700 + Penalty 2312.564191 = -142423.890509
  nChanged 7
		SP:Iteration 18Q (10725.000000 sec): 3 clusters
  Score: Raw -144743.433127 + Penalty 2312.564191 = -142430.868936
  nChanged 6
		SP:Iteration 19Q (10725.140000 sec): 3 clusters
  Score: Raw -144749.405214 + Penalty 2312.564191 = -142436.841023
  nChanged 4
		SP:Iteration 20F (10725.360000 sec): 3 clusters
  Score: Raw -144753.191855 + Penalty 2312.564191 = -142440.627664
  nChanged 2
		SP:Iteration 21Q (10725.520000 sec): 3 clusters
  Score: Raw -144754.237322 + Penalty 2312.564191 = -142441.673131
  nChanged 0
		SP:Iteration 22F (10725.700000 sec): 3 clusters
  Score: Raw -144754.237322 + Penalty 2312.564191 = -142441.673131
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10725.780000 sec): 2 clusters
  Score: Raw -546626.244174 + Penalty 1379.929750 = -545246.314424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10725.950000 sec): 3 clusters
  Score: Raw -544166.058441 + Penalty 2759.859500 = -541406.198942
  nChanged 2035
		SP:Iteration 1F (10726.160000 sec): 3 clusters
  Score: Raw -545355.235458 + Penalty 2759.859500 = -542595.375958
  nChanged 401
		SP:Iteration 2F (10726.350000 sec): 3 clusters
  Score: Raw -545619.903826 + Penalty 2759.859500 = -542860.044326
  nChanged 322
		SP:Iteration 3F (10726.540000 sec): 3 clusters
  Score: Raw -545862.968200 + Penalty 2759.859500 = -543103.108701
  nChanged 296
		SP:Iteration 4F (10726.750000 sec): 3 clusters
  Score: Raw -546142.982971 + Penalty 2759.859500 = -543383.123471
  nChanged 272
		SP:Iteration 5F (10726.900000 sec): 3 clusters
  Score: Raw -546402.781420 + Penalty 2759.859500 = -543642.921920
  nChanged 242
		SP:Iteration 6Q (10727.090000 sec): 3 clusters
  Score: Raw -546572.742646 + Penalty 2759.859500 = -543812.883147
  nChanged 195
		SP:Iteration 7Q (10727.280000 sec): 3 clusters
  Score: Raw -546688.836493 + Penalty 2759.859500 = -543928.976994
  nChanged 186
		SP:Iteration 8Q (10727.480000 sec): 3 clusters
  Score: Raw -546808.050242 + Penalty 2759.859500 = -544048.190742
  nChanged 157
		SP:Iteration 9Q (10727.720000 sec): 3 clusters
  Score: Raw -546911.334602 + Penalty 2759.859500 = -544151.475103
  nChanged 146
		SP:Iteration 10Q (10727.920000 sec): 3 clusters
  Score: Raw -547022.291609 + Penalty 2759.859500 = -544262.432109
  nChanged 129
		SP:Iteration 11Q (10728.110000 sec): 3 clusters
  Score: Raw -547107.982572 + Penalty 2759.859500 = -544348.123072
  nChanged 113
		SP:Iteration 12Q (10728.310000 sec): 3 clusters
  Score: Raw -547177.643082 + Penalty 2759.859500 = -544417.783582
  nChanged 104
		SP:Iteration 13Q (10728.450000 sec): 3 clusters
  Score: Raw -547243.226037 + Penalty 2759.859500 = -544483.366537
  nChanged 91
		SP:Iteration 14Q (10728.690000 sec): 3 clusters
  Score: Raw -547296.989385 + Penalty 2759.859500 = -544537.129885
  nChanged 80
		SP:Iteration 15Q (10728.850000 sec): 3 clusters
  Score: Raw -547340.908924 + Penalty 2759.859500 = -544581.049425
  nChanged 66
		SP:Iteration 16Q (10729.080000 sec): 3 clusters
  Score: Raw -547370.093373 + Penalty 2759.859500 = -544610.233874
  nChanged 63
		SP:Iteration 17Q (10729.290000 sec): 3 clusters
  Score: Raw -547398.574638 + Penalty 2759.859500 = -544638.715138
  nChanged 51
		SP:Iteration 18Q (10729.490000 sec): 3 clusters
  Score: Raw -547421.581771 + Penalty 2759.859500 = -544661.722271
  nChanged 42
		SP:Iteration 19Q (10729.690000 sec): 3 clusters
  Score: Raw -547441.777883 + Penalty 2759.859500 = -544681.918383
  nChanged 41
		SP:Iteration 20F (10729.870000 sec): 3 clusters
  Score: Raw -547463.896506 + Penalty 2759.859500 = -544704.037006
  nChanged 39
		SP:Iteration 21Q (10730.010000 sec): 3 clusters
  Score: Raw -547484.289656 + Penalty 2759.859500 = -544724.430156
  nChanged 41
		SP:Iteration 22Q (10730.200000 sec): 3 clusters
  Score: Raw -547503.739608 + Penalty 2759.859500 = -544743.880108
  nChanged 34
		SP:Iteration 23Q (10730.370000 sec): 3 clusters
  Score: Raw -547517.870256 + Penalty 2759.859500 = -544758.010757
  nChanged 28
		SP:Iteration 24Q (10730.580000 sec): 3 clusters
  Score: Raw -547529.094139 + Penalty 2759.859500 = -544769.234639
  nChanged 24
		SP:Iteration 25Q (10730.780000 sec): 3 clusters
  Score: Raw -547536.355756 + Penalty 2759.859500 = -544776.496256
  nChanged 18
		SP:Iteration 26Q (10730.930000 sec): 3 clusters
  Score: Raw -547542.742040 + Penalty 2759.859500 = -544782.882541
  nChanged 12
		SP:Iteration 27Q (10731.110000 sec): 3 clusters
  Score: Raw -547546.795887 + Penalty 2759.859500 = -544786.936388
  nChanged 13
		SP:Iteration 28Q (10731.320000 sec): 3 clusters
  Score: Raw -547551.315638 + Penalty 2759.859500 = -544791.456138
  nChanged 12
		SP:Iteration 29Q (10731.470000 sec): 3 clusters
  Score: Raw -547554.963919 + Penalty 2759.859500 = -544795.104419
  nChanged 8
		SP:Iteration 30Q (10731.650000 sec): 3 clusters
  Score: Raw -547557.682795 + Penalty 2759.859500 = -544797.823296
  nChanged 7
		SP:Iteration 31Q (10731.830000 sec): 3 clusters
  Score: Raw -547559.350355 + Penalty 2759.859500 = -544799.490856
  nChanged 5
		SP:Iteration 32Q (10732.030000 sec): 3 clusters
  Score: Raw -547560.818156 + Penalty 2759.859500 = -544800.958657
  nChanged 6
		SP:Iteration 33Q (10732.240000 sec): 3 clusters
  Score: Raw -547562.082283 + Penalty 2759.859500 = -544802.222783
  nChanged 6
		SP:Iteration 34Q (10732.450000 sec): 3 clusters
  Score: Raw -547563.729080 + Penalty 2759.859500 = -544803.869581
  nChanged 8
		SP:Iteration 35Q (10732.640000 sec): 3 clusters
  Score: Raw -547566.172263 + Penalty 2759.859500 = -544806.312764
  nChanged 6
		SP:Iteration 36Q (10732.800000 sec): 3 clusters
  Score: Raw -547567.759337 + Penalty 2759.859500 = -544807.899837
  nChanged 3
		SP:Iteration 37Q (10733.020000 sec): 3 clusters
  Score: Raw -547568.245852 + Penalty 2759.859500 = -544808.386352
  nChanged 2
		SP:Iteration 38Q (10733.200000 sec): 3 clusters
  Score: Raw -547568.553576 + Penalty 2759.859500 = -544808.694077
  nChanged 3
		SP:Iteration 39Q (10733.390000 sec): 3 clusters
  Score: Raw -547569.234097 + Penalty 2759.859500 = -544809.374597
  nChanged 1
		SP:Iteration 40F (10733.580000 sec): 3 clusters
  Score: Raw -547569.467936 + Penalty 2759.859500 = -544809.608437
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10733.700000 sec): 2 clusters
  Score: Raw -99549.697073 + Penalty 1126.205399 = -98423.491674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10733.840000 sec): 3 clusters
  Score: Raw -99234.871959 + Penalty 2252.410799 = -96982.461160
  nChanged 333
		SP:Iteration 1F (10734.030000 sec): 3 clusters
  Score: Raw -99634.022025 + Penalty 2252.410799 = -97381.611226
  nChanged 103
		SP:Iteration 2F (10734.220000 sec): 3 clusters
  Score: Raw -99828.040506 + Penalty 2252.410799 = -97575.629707
  nChanged 82
		SP:Iteration 3F (10734.420000 sec): 3 clusters
  Score: Raw -99959.520707 + Penalty 2252.410799 = -97707.109908
  nChanged 63
		SP:Iteration 4F (10734.560000 sec): 3 clusters
  Score: Raw -100106.534749 + Penalty 2252.410799 = -97854.123951
  nChanged 54
		SP:Iteration 5F (10734.740000 sec): 3 clusters
  Score: Raw -100261.737841 + Penalty 2252.410799 = -98009.327042
  nChanged 46
		SP:Iteration 6Q (10734.930000 sec): 3 clusters
  Score: Raw -100467.343541 + Penalty 2252.410799 = -98214.932742
  nChanged 44
		SP:Iteration 7Q (10735.090000 sec): 3 clusters
  Score: Raw -100553.101324 + Penalty 2252.410799 = -98300.690525
  nChanged 32
		SP:Iteration 8Q (10735.260000 sec): 3 clusters
  Score: Raw -100612.239681 + Penalty 2252.410799 = -98359.828882
  nChanged 23
		SP:Iteration 9Q (10735.440000 sec): 3 clusters
  Score: Raw -100649.128300 + Penalty 2252.410799 = -98396.717502
  nChanged 23
		SP:Iteration 10Q (10735.680000 sec): 3 clusters
  Score: Raw -100683.705629 + Penalty 2252.410799 = -98431.294830
  nChanged 15
		SP:Iteration 11Q (10735.850000 sec): 3 clusters
  Score: Raw -100702.176733 + Penalty 2252.410799 = -98449.765934
  nChanged 11
		SP:Iteration 12Q (10736.020000 sec): 3 clusters
  Score: Raw -100714.916330 + Penalty 2252.410799 = -98462.505531
  nChanged 8
		SP:Iteration 13Q (10736.190000 sec): 3 clusters
  Score: Raw -100724.568660 + Penalty 2252.410799 = -98472.157861
  nChanged 5
		SP:Iteration 14Q (10736.370000 sec): 3 clusters
  Score: Raw -100729.433505 + Penalty 2252.410799 = -98477.022706
  nChanged 3
		SP:Iteration 15Q (10736.560000 sec): 3 clusters
  Score: Raw -100734.577637 + Penalty 2252.410799 = -98482.166838
  nChanged 1
		SP:Iteration 16Q (10736.710000 sec): 3 clusters
  Score: Raw -100735.496927 + Penalty 2252.410799 = -98483.086128
  nChanged 0
		SP:Iteration 17F (10736.900000 sec): 3 clusters
  Score: Raw -100736.652683 + Penalty 2252.410799 = -98484.241884
  nChanged 1
		SP:Iteration 18Q (10737.070000 sec): 3 clusters
  Score: Raw -100741.104024 + Penalty 2252.410799 = -98488.693225
  nChanged 2
		SP:Iteration 19Q (10737.240000 sec): 3 clusters
  Score: Raw -100750.322549 + Penalty 2252.410799 = -98497.911750
  nChanged 4
		SP:Iteration 20F (10737.420000 sec): 3 clusters
  Score: Raw -100760.695289 + Penalty 2252.410799 = -98508.284490
  nChanged 3
		SP:Iteration 21Q (10737.600000 sec): 3 clusters
  Score: Raw -100765.785216 + Penalty 2252.410799 = -98513.374417
  nChanged 0
		SP:Iteration 22F (10737.770000 sec): 3 clusters
  Score: Raw -100765.785216 + Penalty 2252.410799 = -98513.374417
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10737.880000 sec): 2 clusters
  Score: Raw -135060.989674 + Penalty 1144.797082 = -133916.192592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10738.050000 sec): 3 clusters
  Score: Raw -134672.729925 + Penalty 2289.594163 = -132383.135762
  nChanged 363
		SP:Iteration 1F (10738.210000 sec): 3 clusters
  Score: Raw -134976.660035 + Penalty 2289.594163 = -132687.065872
  nChanged 85
		SP:Iteration 2F (10738.430000 sec): 3 clusters
  Score: Raw -135065.961152 + Penalty 2289.594163 = -132776.366988
  nChanged 52
		SP:Iteration 3Q (10738.600000 sec): 3 clusters
  Score: Raw -135128.232113 + Penalty 2289.594163 = -132838.637950
  nChanged 44
		SP:Iteration 4Q (10738.770000 sec): 3 clusters
  Score: Raw -135167.140912 + Penalty 2289.594163 = -132877.546749
  nChanged 38
		SP:Iteration 5Q (10738.940000 sec): 3 clusters
  Score: Raw -135200.021761 + Penalty 2289.594163 = -132910.427598
  nChanged 32
		SP:Iteration 6Q (10739.140000 sec): 3 clusters
  Score: Raw -135241.471895 + Penalty 2289.594163 = -132951.877732
  nChanged 28
		SP:Iteration 7Q (10739.280000 sec): 3 clusters
  Score: Raw -135268.276146 + Penalty 2289.594163 = -132978.681982
  nChanged 22
		SP:Iteration 8Q (10739.500000 sec): 3 clusters
  Score: Raw -135285.334114 + Penalty 2289.594163 = -132995.739951
  nChanged 19
		SP:Iteration 9Q (10739.680000 sec): 3 clusters
  Score: Raw -135300.478543 + Penalty 2289.594163 = -133010.884380
  nChanged 18
		SP:Iteration 10Q (10739.820000 sec): 3 clusters
  Score: Raw -135316.262295 + Penalty 2289.594163 = -133026.668132
  nChanged 19
		SP:Iteration 11Q (10740.000000 sec): 3 clusters
  Score: Raw -135340.469702 + Penalty 2289.594163 = -133050.875539
  nChanged 18
		SP:Iteration 12Q (10740.180000 sec): 3 clusters
  Score: Raw -135356.650126 + Penalty 2289.594163 = -133067.055963
  nChanged 20
		SP:Iteration 13Q (10740.370000 sec): 3 clusters
  Score: Raw -135378.565286 + Penalty 2289.594163 = -133088.971123
  nChanged 22
		SP:Iteration 14Q (10740.540000 sec): 3 clusters
  Score: Raw -135401.651658 + Penalty 2289.594163 = -133112.057495
  nChanged 26
		SP:Iteration 15Q (10740.720000 sec): 3 clusters
  Score: Raw -135424.547531 + Penalty 2289.594163 = -133134.953368
  nChanged 21
		SP:Iteration 16Q (10740.900000 sec): 3 clusters
  Score: Raw -135447.165709 + Penalty 2289.594163 = -133157.571546
  nChanged 16
		SP:Iteration 17Q (10741.040000 sec): 3 clusters
  Score: Raw -135464.082160 + Penalty 2289.594163 = -133174.487997
  nChanged 7
		SP:Iteration 18Q (10741.250000 sec): 3 clusters
  Score: Raw -135469.608037 + Penalty 2289.594163 = -133180.013874
  nChanged 2
		SP:Iteration 19Q (10741.410000 sec): 3 clusters
  Score: Raw -135475.277898 + Penalty 2289.594163 = -133185.683735
  nChanged 2
		SP:Iteration 20F (10741.610000 sec): 3 clusters
  Score: Raw -135476.437877 + Penalty 2289.594163 = -133186.843714
  nChanged 3
		SP:Iteration 21Q (10741.790000 sec): 3 clusters
  Score: Raw -135478.721157 + Penalty 2289.594163 = -133189.126994
  nChanged 3
		SP:Iteration 22Q (10741.970000 sec): 3 clusters
  Score: Raw -135480.525495 + Penalty 2289.594163 = -133190.931332
  nChanged 5
		SP:Iteration 23Q (10742.120000 sec): 3 clusters
  Score: Raw -135485.037522 + Penalty 2289.594163 = -133195.443359
  nChanged 7
		SP:Iteration 24Q (10742.310000 sec): 3 clusters
  Score: Raw -135492.649954 + Penalty 2289.594163 = -133203.055791
  nChanged 4
		SP:Iteration 25Q (10742.490000 sec): 3 clusters
  Score: Raw -135498.890467 + Penalty 2289.594163 = -133209.296304
  nChanged 5
		SP:Iteration 26Q (10742.650000 sec): 3 clusters
  Score: Raw -135503.226253 + Penalty 2289.594163 = -133213.632090
  nChanged 5
		SP:Iteration 27Q (10742.820000 sec): 3 clusters
  Score: Raw -135506.902105 + Penalty 2289.594163 = -133217.307942
  nChanged 3
		SP:Iteration 28Q (10743.000000 sec): 3 clusters
  Score: Raw -135511.187378 + Penalty 2289.594163 = -133221.593215
  nChanged 1
		SP:Iteration 29Q (10743.150000 sec): 3 clusters
  Score: Raw -135511.888222 + Penalty 2289.594163 = -133222.294059
  nChanged 0
		SP:Iteration 30F (10743.340000 sec): 3 clusters
  Score: Raw -135511.888222 + Penalty 2289.594163 = -133222.294059
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10743.490000 sec): 2 clusters
  Score: Raw -795303.173294 + Penalty 1431.723929 = -793871.449365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10743.680000 sec): 3 clusters
  Score: Raw -791604.109748 + Penalty 2863.447859 = -788740.661889
  nChanged 2815
		SP:Iteration 1F (10743.910000 sec): 3 clusters
  Score: Raw -793181.288439 + Penalty 2863.447859 = -790317.840581
  nChanged 474
		SP:Iteration 2F (10744.100000 sec): 3 clusters
  Score: Raw -793429.697901 + Penalty 2863.447859 = -790566.250042
  nChanged 385
		SP:Iteration 3F (10744.270000 sec): 3 clusters
  Score: Raw -793639.159240 + Penalty 2863.447859 = -790775.711382
  nChanged 352
		SP:Iteration 4F (10744.500000 sec): 3 clusters
  Score: Raw -793832.805782 + Penalty 2863.447859 = -790969.357923
  nChanged 316
		SP:Iteration 5Q (10744.690000 sec): 3 clusters
  Score: Raw -794016.498076 + Penalty 2863.447859 = -791153.050218
  nChanged 310
		SP:Iteration 6Q (10744.860000 sec): 3 clusters
  Score: Raw -794214.803072 + Penalty 2863.447859 = -791351.355213
  nChanged 295
		SP:Iteration 7Q (10745.090000 sec): 3 clusters
  Score: Raw -794405.061599 + Penalty 2863.447859 = -791541.613741
  nChanged 262
		SP:Iteration 8Q (10745.310000 sec): 3 clusters
  Score: Raw -794557.273412 + Penalty 2863.447859 = -791693.825553
  nChanged 217
		SP:Iteration 9Q (10745.500000 sec): 3 clusters
  Score: Raw -794690.924945 + Penalty 2863.447859 = -791827.477087
  nChanged 209
		SP:Iteration 10Q (10745.700000 sec): 3 clusters
  Score: Raw -794810.543458 + Penalty 2863.447859 = -791947.095600
  nChanged 191
		SP:Iteration 11Q (10745.910000 sec): 3 clusters
  Score: Raw -794922.880257 + Penalty 2863.447859 = -792059.432398
  nChanged 196
		SP:Iteration 12Q (10746.090000 sec): 3 clusters
  Score: Raw -795051.406549 + Penalty 2863.447859 = -792187.958691
  nChanged 187
		SP:Iteration 13Q (10746.300000 sec): 3 clusters
  Score: Raw -795169.692795 + Penalty 2863.447859 = -792306.244936
  nChanged 144
		SP:Iteration 14Q (10746.510000 sec): 3 clusters
  Score: Raw -795264.815700 + Penalty 2863.447859 = -792401.367841
  nChanged 118
		SP:Iteration 15Q (10746.680000 sec): 3 clusters
  Score: Raw -795350.440126 + Penalty 2863.447859 = -792486.992268
  nChanged 118
		SP:Iteration 16Q (10746.890000 sec): 3 clusters
  Score: Raw -795430.791041 + Penalty 2863.447859 = -792567.343183
  nChanged 91
		SP:Iteration 17Q (10747.080000 sec): 3 clusters
  Score: Raw -795484.471699 + Penalty 2863.447859 = -792621.023840
  nChanged 63
		SP:Iteration 18Q (10747.250000 sec): 3 clusters
  Score: Raw -795532.022769 + Penalty 2863.447859 = -792668.574910
  nChanged 63
		SP:Iteration 19Q (10747.460000 sec): 3 clusters
  Score: Raw -795583.199738 + Penalty 2863.447859 = -792719.751879
  nChanged 67
		SP:Iteration 20F (10747.690000 sec): 3 clusters
  Score: Raw -795628.503370 + Penalty 2863.447859 = -792765.055511
  nChanged 47
		SP:Iteration 21Q (10747.910000 sec): 3 clusters
  Score: Raw -795652.297405 + Penalty 2863.447859 = -792788.849547
  nChanged 35
		SP:Iteration 22Q (10748.120000 sec): 3 clusters
  Score: Raw -795674.303601 + Penalty 2863.447859 = -792810.855742
  nChanged 34
		SP:Iteration 23Q (10748.310000 sec): 3 clusters
  Score: Raw -795691.421345 + Penalty 2863.447859 = -792827.973486
  nChanged 30
		SP:Iteration 24Q (10748.480000 sec): 3 clusters
  Score: Raw -795707.924381 + Penalty 2863.447859 = -792844.476523
  nChanged 34
		SP:Iteration 25Q (10748.660000 sec): 3 clusters
  Score: Raw -795729.707704 + Penalty 2863.447859 = -792866.259845
  nChanged 35
		SP:Iteration 26Q (10748.850000 sec): 3 clusters
  Score: Raw -795753.850622 + Penalty 2863.447859 = -792890.402763
  nChanged 35
		SP:Iteration 27Q (10749.050000 sec): 3 clusters
  Score: Raw -795776.692761 + Penalty 2863.447859 = -792913.244903
  nChanged 32
		SP:Iteration 28Q (10749.250000 sec): 3 clusters
  Score: Raw -795797.224215 + Penalty 2863.447859 = -792933.776356
  nChanged 34
		SP:Iteration 29Q (10749.430000 sec): 3 clusters
  Score: Raw -795821.563503 + Penalty 2863.447859 = -792958.115644
  nChanged 27
		SP:Iteration 30Q (10749.640000 sec): 3 clusters
  Score: Raw -795843.034604 + Penalty 2863.447859 = -792979.586745
  nChanged 24
		SP:Iteration 31Q (10749.820000 sec): 3 clusters
  Score: Raw -795856.356610 + Penalty 2863.447859 = -792992.908752
  nChanged 19
		SP:Iteration 32Q (10750.000000 sec): 3 clusters
  Score: Raw -795869.063402 + Penalty 2863.447859 = -793005.615544
  nChanged 21
		SP:Iteration 33Q (10750.230000 sec): 3 clusters
  Score: Raw -795883.310693 + Penalty 2863.447859 = -793019.862834
  nChanged 22
		SP:Iteration 34Q (10750.430000 sec): 3 clusters
  Score: Raw -795898.520541 + Penalty 2863.447859 = -793035.072682
  nChanged 18
		SP:Iteration 35Q (10750.590000 sec): 3 clusters
  Score: Raw -795910.790386 + Penalty 2863.447859 = -793047.342527
  nChanged 17
		SP:Iteration 36Q (10750.770000 sec): 3 clusters
  Score: Raw -795923.115217 + Penalty 2863.447859 = -793059.667359
  nChanged 14
		SP:Iteration 37Q (10750.990000 sec): 3 clusters
  Score: Raw -795933.617844 + Penalty 2863.447859 = -793070.169986
  nChanged 8
		SP:Iteration 38Q (10751.210000 sec): 3 clusters
  Score: Raw -795938.685659 + Penalty 2863.447859 = -793075.237800
  nChanged 8
		SP:Iteration 39Q (10751.410000 sec): 3 clusters
  Score: Raw -795943.586228 + Penalty 2863.447859 = -793080.138369
  nChanged 6
		SP:Iteration 40F (10751.590000 sec): 3 clusters
  Score: Raw -795947.399868 + Penalty 2863.447859 = -793083.952009
  nChanged 7
		SP:Iteration 41Q (10751.770000 sec): 3 clusters
  Score: Raw -795951.972325 + Penalty 2863.447859 = -793088.524466
  nChanged 5
		SP:Iteration 42Q (10751.990000 sec): 3 clusters
  Score: Raw -795955.293314 + Penalty 2863.447859 = -793091.845455
  nChanged 3
		SP:Iteration 43Q (10752.170000 sec): 3 clusters
  Score: Raw -795956.527475 + Penalty 2863.447859 = -793093.079617
  nChanged 2
		SP:Iteration 44Q (10752.390000 sec): 3 clusters
  Score: Raw -795957.272243 + Penalty 2863.447859 = -793093.824385
  nChanged 1
		SP:Iteration 45Q (10752.570000 sec): 3 clusters
  Score: Raw -795957.953080 + Penalty 2863.447859 = -793094.505221
  nChanged 1
		SP:Iteration 46Q (10752.760000 sec): 3 clusters
  Score: Raw -795958.648649 + Penalty 2863.447859 = -793095.200790
  nChanged 2
		SP:Iteration 47Q (10752.970000 sec): 3 clusters
  Score: Raw -795959.648789 + Penalty 2863.447859 = -793096.200930
  nChanged 1
		SP:Iteration 48Q (10753.190000 sec): 3 clusters
  Score: Raw -795960.006453 + Penalty 2863.447859 = -793096.558595
  nChanged 2
		SP:Iteration 49Q (10753.380000 sec): 3 clusters
  Score: Raw -795960.617813 + Penalty 2863.447859 = -793097.169954
  nChanged 2
		SP:Iteration 50Q (10753.570000 sec): 3 clusters
  Score: Raw -795962.160061 + Penalty 2863.447859 = -793098.712203
  nChanged 2
		SP:Iteration 51Q (10753.750000 sec): 3 clusters
  Score: Raw -795962.992939 + Penalty 2863.447859 = -793099.545081
  nChanged 2
		SP:Iteration 52Q (10753.930000 sec): 3 clusters
  Score: Raw -795963.598652 + Penalty 2863.447859 = -793100.150793
  nChanged 1
		SP:Iteration 53Q (10754.130000 sec): 3 clusters
  Score: Raw -795963.938370 + Penalty 2863.447859 = -793100.490512
  nChanged 2
		SP:Iteration 54Q (10754.380000 sec): 3 clusters
  Score: Raw -795964.849572 + Penalty 2863.447859 = -793101.401713
  nChanged 0
		SP:Iteration 55F (10754.580000 sec): 3 clusters
  Score: Raw -795964.849572 + Penalty 2863.447859 = -793101.401713
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10754.650000 sec): 2 clusters
  Score: Raw -159962.497625 + Penalty 1178.112900 = -158784.384725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10754.840000 sec): 3 clusters
  Score: Raw -159427.092143 + Penalty 2356.225799 = -157070.866343
  nChanged 456
		SP:Iteration 1F (10754.980000 sec): 3 clusters
  Score: Raw -159829.896778 + Penalty 2356.225799 = -157473.670979
  nChanged 150
		SP:Iteration 2F (10755.150000 sec): 3 clusters
  Score: Raw -160101.611997 + Penalty 2356.225799 = -157745.386198
  nChanged 131
		SP:Iteration 3F (10755.320000 sec): 3 clusters
  Score: Raw -160306.907479 + Penalty 2356.225799 = -157950.681680
  nChanged 90
		SP:Iteration 4F (10755.520000 sec): 3 clusters
  Score: Raw -160419.337906 + Penalty 2356.225799 = -158063.112107
  nChanged 68
		SP:Iteration 5Q (10755.700000 sec): 3 clusters
  Score: Raw -160501.270631 + Penalty 2356.225799 = -158145.044832
  nChanged 41
		SP:Iteration 6Q (10755.910000 sec): 3 clusters
  Score: Raw -160552.202375 + Penalty 2356.225799 = -158195.976575
  nChanged 33
		SP:Iteration 7Q (10756.100000 sec): 3 clusters
  Score: Raw -160587.857950 + Penalty 2356.225799 = -158231.632151
  nChanged 21
		SP:Iteration 8Q (10756.300000 sec): 3 clusters
  Score: Raw -160607.101997 + Penalty 2356.225799 = -158250.876197
  nChanged 16
		SP:Iteration 9Q (10756.450000 sec): 3 clusters
  Score: Raw -160622.331443 + Penalty 2356.225799 = -158266.105644
  nChanged 14
		SP:Iteration 10Q (10756.640000 sec): 3 clusters
  Score: Raw -160636.751734 + Penalty 2356.225799 = -158280.525935
  nChanged 13
		SP:Iteration 11Q (10756.860000 sec): 3 clusters
  Score: Raw -160645.749596 + Penalty 2356.225799 = -158289.523796
  nChanged 10
		SP:Iteration 12Q (10756.990000 sec): 3 clusters
  Score: Raw -160652.894134 + Penalty 2356.225799 = -158296.668335
  nChanged 5
		SP:Iteration 13Q (10757.180000 sec): 3 clusters
  Score: Raw -160656.451644 + Penalty 2356.225799 = -158300.225845
  nChanged 10
		SP:Iteration 14Q (10757.370000 sec): 3 clusters
  Score: Raw -160665.596866 + Penalty 2356.225799 = -158309.371067
  nChanged 8
		SP:Iteration 15Q (10757.550000 sec): 3 clusters
  Score: Raw -160673.034539 + Penalty 2356.225799 = -158316.808740
  nChanged 12
		SP:Iteration 16Q (10757.710000 sec): 3 clusters
  Score: Raw -160685.864973 + Penalty 2356.225799 = -158329.639174
  nChanged 11
		SP:Iteration 17Q (10757.850000 sec): 3 clusters
  Score: Raw -160697.123158 + Penalty 2356.225799 = -158340.897358
  nChanged 8
		SP:Iteration 18Q (10758.050000 sec): 3 clusters
  Score: Raw -160706.096059 + Penalty 2356.225799 = -158349.870259
  nChanged 11
		SP:Iteration 19Q (10758.260000 sec): 3 clusters
  Score: Raw -160717.903009 + Penalty 2356.225799 = -158361.677209
  nChanged 11
		SP:Iteration 20F (10758.410000 sec): 3 clusters
  Score: Raw -160727.146529 + Penalty 2356.225799 = -158370.920730
  nChanged 11
		SP:Iteration 21Q (10758.560000 sec): 3 clusters
  Score: Raw -160736.212253 + Penalty 2356.225799 = -158379.986453
  nChanged 8
		SP:Iteration 22Q (10758.740000 sec): 3 clusters
  Score: Raw -160743.887412 + Penalty 2356.225799 = -158387.661613
  nChanged 7
		SP:Iteration 23Q (10758.920000 sec): 3 clusters
  Score: Raw -160752.651764 + Penalty 2356.225799 = -158396.425965
  nChanged 6
		SP:Iteration 24Q (10759.110000 sec): 3 clusters
  Score: Raw -160754.812244 + Penalty 2356.225799 = -158398.586445
  nChanged 1
		SP:Iteration 25Q (10759.290000 sec): 3 clusters
  Score: Raw -160755.114042 + Penalty 2356.225799 = -158398.888243
  nChanged 0
		SP:Iteration 26F (10759.470000 sec): 3 clusters
  Score: Raw -160755.114042 + Penalty 2356.225799 = -158398.888243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10759.610000 sec): 2 clusters
  Score: Raw -1496734.071520 + Penalty 1532.954137 = -1495201.117383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10759.850000 sec): 3 clusters
  Score: Raw -1489553.031352 + Penalty 3065.908274 = -1486487.123078
  nChanged 5464
		SP:Iteration 1F (10760.100000 sec): 3 clusters
  Score: Raw -1492567.415138 + Penalty 3065.908274 = -1489501.506864
  nChanged 774
		SP:Iteration 2F (10760.280000 sec): 3 clusters
  Score: Raw -1492946.623635 + Penalty 3065.908274 = -1489880.715361
  nChanged 721
		SP:Iteration 3F (10760.520000 sec): 3 clusters
  Score: Raw -1493309.861959 + Penalty 3065.908274 = -1490243.953685
  nChanged 679
		SP:Iteration 4F (10760.740000 sec): 3 clusters
  Score: Raw -1493660.720347 + Penalty 3065.908274 = -1490594.812073
  nChanged 616
		SP:Iteration 5Q (10760.950000 sec): 3 clusters
  Score: Raw -1493971.821968 + Penalty 3065.908274 = -1490905.913694
  nChanged 584
		SP:Iteration 6Q (10761.200000 sec): 3 clusters
  Score: Raw -1494285.147124 + Penalty 3065.908274 = -1491219.238850
  nChanged 581
		SP:Iteration 7Q (10761.420000 sec): 3 clusters
  Score: Raw -1494610.395955 + Penalty 3065.908274 = -1491544.487681
  nChanged 532
		SP:Iteration 8Q (10761.660000 sec): 3 clusters
  Score: Raw -1494929.783662 + Penalty 3065.908274 = -1491863.875388
  nChanged 537
		SP:Iteration 9Q (10761.890000 sec): 3 clusters
  Score: Raw -1495276.289395 + Penalty 3065.908274 = -1492210.381121
  nChanged 501
		SP:Iteration 10Q (10762.120000 sec): 3 clusters
  Score: Raw -1495600.220254 + Penalty 3065.908274 = -1492534.311980
  nChanged 478
		SP:Iteration 11Q (10762.320000 sec): 3 clusters
  Score: Raw -1495885.872458 + Penalty 3065.908274 = -1492819.964184
  nChanged 417
		SP:Iteration 12Q (10762.540000 sec): 3 clusters
  Score: Raw -1496137.928047 + Penalty 3065.908274 = -1493072.019773
  nChanged 374
		SP:Iteration 13Q (10762.780000 sec): 3 clusters
  Score: Raw -1496349.268467 + Penalty 3065.908274 = -1493283.360193
  nChanged 331
		SP:Iteration 14Q (10762.990000 sec): 3 clusters
  Score: Raw -1496548.268473 + Penalty 3065.908274 = -1493482.360199
  nChanged 277
		SP:Iteration 15Q (10763.210000 sec): 3 clusters
  Score: Raw -1496701.310601 + Penalty 3065.908274 = -1493635.402327
  nChanged 232
		SP:Iteration 16Q (10763.450000 sec): 3 clusters
  Score: Raw -1496799.998432 + Penalty 3065.908274 = -1493734.090158
  nChanged 176
		SP:Iteration 17Q (10763.640000 sec): 3 clusters
  Score: Raw -1496859.037960 + Penalty 3065.908274 = -1493793.129686
  nChanged 142
		SP:Iteration 18Q (10763.890000 sec): 3 clusters
  Score: Raw -1496899.977640 + Penalty 3065.908274 = -1493834.069366
  nChanged 115
		SP:Iteration 19Q (10764.080000 sec): 3 clusters
  Score: Raw -1496932.114023 + Penalty 3065.908274 = -1493866.205749
  nChanged 102
		SP:Iteration 20F (10764.300000 sec): 3 clusters
  Score: Raw -1496958.309076 + Penalty 3065.908274 = -1493892.400802
  nChanged 81
		SP:Iteration 21Q (10764.550000 sec): 3 clusters
  Score: Raw -1496982.244375 + Penalty 3065.908274 = -1493916.336101
  nChanged 77
		SP:Iteration 22Q (10764.770000 sec): 3 clusters
  Score: Raw -1497004.232959 + Penalty 3065.908274 = -1493938.324685
  nChanged 72
		SP:Iteration 23Q (10764.990000 sec): 3 clusters
  Score: Raw -1497030.449588 + Penalty 3065.908274 = -1493964.541314
  nChanged 73
		SP:Iteration 24Q (10765.250000 sec): 3 clusters
  Score: Raw -1497054.110784 + Penalty 3065.908274 = -1493988.202509
  nChanged 70
		SP:Iteration 25Q (10765.470000 sec): 3 clusters
  Score: Raw -1497075.358948 + Penalty 3065.908274 = -1494009.450674
  nChanged 66
		SP:Iteration 26Q (10765.680000 sec): 3 clusters
  Score: Raw -1497090.880520 + Penalty 3065.908274 = -1494024.972246
  nChanged 52
		SP:Iteration 27Q (10765.920000 sec): 3 clusters
  Score: Raw -1497104.277782 + Penalty 3065.908274 = -1494038.369508
  nChanged 46
		SP:Iteration 28Q (10766.170000 sec): 3 clusters
  Score: Raw -1497113.858568 + Penalty 3065.908274 = -1494047.950294
  nChanged 39
		SP:Iteration 29Q (10766.370000 sec): 3 clusters
  Score: Raw -1497122.225258 + Penalty 3065.908274 = -1494056.316984
  nChanged 35
		SP:Iteration 30Q (10766.610000 sec): 3 clusters
  Score: Raw -1497129.683834 + Penalty 3065.908274 = -1494063.775560
  nChanged 28
		SP:Iteration 31Q (10766.820000 sec): 3 clusters
  Score: Raw -1497134.251218 + Penalty 3065.908274 = -1494068.342944
  nChanged 25
		SP:Iteration 32Q (10767.050000 sec): 3 clusters
  Score: Raw -1497138.737068 + Penalty 3065.908274 = -1494072.828794
  nChanged 21
		SP:Iteration 33Q (10767.290000 sec): 3 clusters
  Score: Raw -1497142.002498 + Penalty 3065.908274 = -1494076.094224
  nChanged 10
		SP:Iteration 34Q (10767.490000 sec): 3 clusters
  Score: Raw -1497142.994641 + Penalty 3065.908274 = -1494077.086367
  nChanged 11
		SP:Iteration 35Q (10767.710000 sec): 3 clusters
  Score: Raw -1497144.056446 + Penalty 3065.908274 = -1494078.148172
  nChanged 9
		SP:Iteration 36Q (10767.960000 sec): 3 clusters
  Score: Raw -1497145.300895 + Penalty 3065.908274 = -1494079.392621
  nChanged 6
		SP:Iteration 37Q (10768.150000 sec): 3 clusters
  Score: Raw -1497145.877882 + Penalty 3065.908274 = -1494079.969608
  nChanged 6
		SP:Iteration 38Q (10768.380000 sec): 3 clusters
  Score: Raw -1497146.575636 + Penalty 3065.908274 = -1494080.667362
  nChanged 5
		SP:Iteration 39Q (10768.590000 sec): 3 clusters
  Score: Raw -1497147.273997 + Penalty 3065.908274 = -1494081.365723
  nChanged 7
		SP:Iteration 40F (10768.840000 sec): 3 clusters
  Score: Raw -1497148.670250 + Penalty 3065.908274 = -1494082.761976
  nChanged 9
		SP:Iteration 41Q (10769.020000 sec): 3 clusters
  Score: Raw -1497149.527619 + Penalty 3065.908274 = -1494083.619345
  nChanged 9
		SP:Iteration 42Q (10769.280000 sec): 3 clusters
  Score: Raw -1497151.089871 + Penalty 3065.908274 = -1494085.181597
  nChanged 13
		SP:Iteration 43Q (10769.500000 sec): 3 clusters
  Score: Raw -1497152.716789 + Penalty 3065.908274 = -1494086.808515
  nChanged 12
		SP:Iteration 44Q (10769.680000 sec): 3 clusters
  Score: Raw -1497154.693694 + Penalty 3065.908274 = -1494088.785420
  nChanged 12
		SP:Iteration 45Q (10769.870000 sec): 3 clusters
  Score: Raw -1497156.036365 + Penalty 3065.908274 = -1494090.128091
  nChanged 5
		SP:Iteration 46Q (10770.140000 sec): 3 clusters
  Score: Raw -1497156.525560 + Penalty 3065.908274 = -1494090.617286
  nChanged 6
		SP:Iteration 47Q (10770.350000 sec): 3 clusters
  Score: Raw -1497157.004899 + Penalty 3065.908274 = -1494091.096625
  nChanged 2
		SP:Iteration 48Q (10770.560000 sec): 3 clusters
  Score: Raw -1497157.146996 + Penalty 3065.908274 = -1494091.238722
  nChanged 1
		SP:Iteration 49Q (10770.780000 sec): 3 clusters
  Score: Raw -1497157.276484 + Penalty 3065.908274 = -1494091.368210
  nChanged 1
		SP:Iteration 50Q (10770.970000 sec): 3 clusters
  Score: Raw -1497157.322235 + Penalty 3065.908274 = -1494091.413961
  nChanged 0
		SP:Iteration 51F (10771.190000 sec): 3 clusters
  Score: Raw -1497157.322235 + Penalty 3065.908274 = -1494091.413961
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10771.290000 sec): 2 clusters
  Score: Raw -101300.634183 + Penalty 1106.827212 = -100193.806971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10771.470000 sec): 3 clusters
  Score: Raw -101037.124807 + Penalty 2213.654423 = -98823.470384
  nChanged 262
		SP:Iteration 1F (10771.650000 sec): 3 clusters
  Score: Raw -101321.651678 + Penalty 2213.654423 = -99107.997254
  nChanged 75
		SP:Iteration 2F (10771.880000 sec): 3 clusters
  Score: Raw -101434.065544 + Penalty 2213.654423 = -99220.411121
  nChanged 56
		SP:Iteration 3F (10772.000000 sec): 3 clusters
  Score: Raw -101525.435480 + Penalty 2213.654423 = -99311.781057
  nChanged 39
		SP:Iteration 4Q (10772.230000 sec): 3 clusters
  Score: Raw -101589.879300 + Penalty 2213.654423 = -99376.224877
  nChanged 27
		SP:Iteration 5Q (10772.380000 sec): 3 clusters
  Score: Raw -101619.362685 + Penalty 2213.654423 = -99405.708262
  nChanged 12
		SP:Iteration 6Q (10772.540000 sec): 3 clusters
  Score: Raw -101636.646350 + Penalty 2213.654423 = -99422.991927
  nChanged 15
		SP:Iteration 7Q (10772.760000 sec): 3 clusters
  Score: Raw -101656.409375 + Penalty 2213.654423 = -99442.754952
  nChanged 9
		SP:Iteration 8Q (10772.920000 sec): 3 clusters
  Score: Raw -101667.895957 + Penalty 2213.654423 = -99454.241534
  nChanged 6
		SP:Iteration 9Q (10773.100000 sec): 3 clusters
  Score: Raw -101674.769749 + Penalty 2213.654423 = -99461.115325
  nChanged 2
		SP:Iteration 10Q (10773.270000 sec): 3 clusters
  Score: Raw -101676.625387 + Penalty 2213.654423 = -99462.970964
  nChanged 1
		SP:Iteration 11Q (10773.440000 sec): 3 clusters
  Score: Raw -101677.187155 + Penalty 2213.654423 = -99463.532732
  nChanged 1
		SP:Iteration 12Q (10773.610000 sec): 3 clusters
  Score: Raw -101677.816136 + Penalty 2213.654423 = -99464.161713
  nChanged 0
		SP:Iteration 13F (10773.800000 sec): 3 clusters
  Score: Raw -101677.816136 + Penalty 2213.654423 = -99464.161713
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (7934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10773.940000 sec): 2 clusters
  Score: Raw -916134.822041 + Penalty 1459.073298 = -914675.748744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10774.180000 sec): 3 clusters
  Score: Raw -911722.322865 + Penalty 2918.146595 = -908804.176270
  nChanged 3409
		SP:Iteration 1F (10774.380000 sec): 3 clusters
  Score: Raw -913738.472562 + Penalty 2918.146595 = -910820.325967
  nChanged 621
		SP:Iteration 2F (10774.610000 sec): 3 clusters
  Score: Raw -914139.852035 + Penalty 2918.146595 = -911221.705439
  nChanged 499
		SP:Iteration 3F (10774.810000 sec): 3 clusters
  Score: Raw -914438.179877 + Penalty 2918.146595 = -911520.033281
  nChanged 426
		SP:Iteration 4F (10775.000000 sec): 3 clusters
  Score: Raw -914685.628557 + Penalty 2918.146595 = -911767.481962
  nChanged 389
		SP:Iteration 5Q (10775.240000 sec): 3 clusters
  Score: Raw -914927.987533 + Penalty 2918.146595 = -912009.840938
  nChanged 364
		SP:Iteration 6Q (10775.440000 sec): 3 clusters
  Score: Raw -915113.614952 + Penalty 2918.146595 = -912195.468357
  nChanged 317
		SP:Iteration 7Q (10775.640000 sec): 3 clusters
  Score: Raw -915292.713853 + Penalty 2918.146595 = -912374.567258
  nChanged 276
		SP:Iteration 8Q (10775.840000 sec): 3 clusters
  Score: Raw -915440.320748 + Penalty 2918.146595 = -912522.174153
  nChanged 227
		SP:Iteration 9Q (10776.060000 sec): 3 clusters
  Score: Raw -915565.234672 + Penalty 2918.146595 = -912647.088077
  nChanged 217
		SP:Iteration 10Q (10776.290000 sec): 3 clusters
  Score: Raw -915661.379364 + Penalty 2918.146595 = -912743.232769
  nChanged 180
		SP:Iteration 11Q (10776.460000 sec): 3 clusters
  Score: Raw -915737.862977 + Penalty 2918.146595 = -912819.716381
  nChanged 149
		SP:Iteration 12Q (10776.680000 sec): 3 clusters
  Score: Raw -915810.206631 + Penalty 2918.146595 = -912892.060036
  nChanged 176
		SP:Iteration 13Q (10776.880000 sec): 3 clusters
  Score: Raw -915898.722158 + Penalty 2918.146595 = -912980.575563
  nChanged 179
		SP:Iteration 14Q (10777.080000 sec): 3 clusters
  Score: Raw -916000.177703 + Penalty 2918.146595 = -913082.031108
  nChanged 214
		SP:Iteration 15Q (10777.290000 sec): 3 clusters
  Score: Raw -916136.525531 + Penalty 2918.146595 = -913218.378936
  nChanged 235
		SP:Iteration 16Q (10777.490000 sec): 3 clusters
  Score: Raw -916289.684576 + Penalty 2918.146595 = -913371.537980
  nChanged 195
		SP:Iteration 17Q (10777.700000 sec): 3 clusters
  Score: Raw -916421.914906 + Penalty 2918.146595 = -913503.768311
  nChanged 195
		SP:Iteration 18Q (10777.870000 sec): 3 clusters
  Score: Raw -916554.701269 + Penalty 2918.146595 = -913636.554673
  nChanged 187
		SP:Iteration 19Q (10778.090000 sec): 3 clusters
  Score: Raw -916675.715869 + Penalty 2918.146595 = -913757.569274
  nChanged 158
		SP:Iteration 20F (10778.310000 sec): 3 clusters
  Score: Raw -916764.734318 + Penalty 2918.146595 = -913846.587722
  nChanged 130
		SP:Iteration 21Q (10778.510000 sec): 3 clusters
  Score: Raw -916821.980467 + Penalty 2918.146595 = -913903.833872
  nChanged 86
		SP:Iteration 22Q (10778.770000 sec): 3 clusters
  Score: Raw -916858.405050 + Penalty 2918.146595 = -913940.258455
  nChanged 79
		SP:Iteration 23Q (10778.950000 sec): 3 clusters
  Score: Raw -916892.225218 + Penalty 2918.146595 = -913974.078622
  nChanged 79
		SP:Iteration 24Q (10779.170000 sec): 3 clusters
  Score: Raw -916930.678031 + Penalty 2918.146595 = -914012.531435
  nChanged 78
		SP:Iteration 25Q (10779.350000 sec): 3 clusters
  Score: Raw -916966.552841 + Penalty 2918.146595 = -914048.406245
  nChanged 60
		SP:Iteration 26Q (10779.550000 sec): 3 clusters
  Score: Raw -916993.419239 + Penalty 2918.146595 = -914075.272644
  nChanged 62
		SP:Iteration 27Q (10779.750000 sec): 3 clusters
  Score: Raw -917021.114810 + Penalty 2918.146595 = -914102.968214
  nChanged 70
		SP:Iteration 28Q (10780.000000 sec): 3 clusters
  Score: Raw -917060.682000 + Penalty 2918.146595 = -914142.535404
  nChanged 79
		SP:Iteration 29Q (10780.180000 sec): 3 clusters
  Score: Raw -917104.910139 + Penalty 2918.146595 = -914186.763543
  nChanged 91
		SP:Iteration 30Q (10780.400000 sec): 3 clusters
  Score: Raw -917158.414873 + Penalty 2918.146595 = -914240.268277
  nChanged 85
		SP:Iteration 31Q (10780.600000 sec): 3 clusters
  Score: Raw -917201.759537 + Penalty 2918.146595 = -914283.612942
  nChanged 73
		SP:Iteration 32Q (10780.820000 sec): 3 clusters
  Score: Raw -917237.220062 + Penalty 2918.146595 = -914319.073467
  nChanged 64
		SP:Iteration 33Q (10781.020000 sec): 3 clusters
  Score: Raw -917265.778009 + Penalty 2918.146595 = -914347.631413
  nChanged 53
		SP:Iteration 34Q (10781.220000 sec): 3 clusters
  Score: Raw -917288.031460 + Penalty 2918.146595 = -914369.884864
  nChanged 59
		SP:Iteration 35Q (10781.430000 sec): 3 clusters
  Score: Raw -917308.222943 + Penalty 2918.146595 = -914390.076348
  nChanged 41
		SP:Iteration 36Q (10781.680000 sec): 3 clusters
  Score: Raw -917317.939641 + Penalty 2918.146595 = -914399.793046
  nChanged 26
		SP:Iteration 37Q (10781.870000 sec): 3 clusters
  Score: Raw -917324.038162 + Penalty 2918.146595 = -914405.891567
  nChanged 20
		SP:Iteration 38Q (10782.080000 sec): 3 clusters
  Score: Raw -917328.809654 + Penalty 2918.146595 = -914410.663059
  nChanged 20
		SP:Iteration 39Q (10782.310000 sec): 3 clusters
  Score: Raw -917333.344974 + Penalty 2918.146595 = -914415.198378
  nChanged 21
		SP:Iteration 40F (10782.520000 sec): 3 clusters
  Score: Raw -917339.091518 + Penalty 2918.146595 = -914420.944922
  nChanged 26
		SP:Iteration 41Q (10782.710000 sec): 3 clusters
  Score: Raw -917346.138041 + Penalty 2918.146595 = -914427.991445
  nChanged 25
		SP:Iteration 42Q (10782.910000 sec): 3 clusters
  Score: Raw -917351.156661 + Penalty 2918.146595 = -914433.010066
  nChanged 23
		SP:Iteration 43Q (10783.140000 sec): 3 clusters
  Score: Raw -917356.289867 + Penalty 2918.146595 = -914438.143271
  nChanged 20
		SP:Iteration 44Q (10783.320000 sec): 3 clusters
  Score: Raw -917361.094682 + Penalty 2918.146595 = -914442.948087
  nChanged 22
		SP:Iteration 45Q (10783.560000 sec): 3 clusters
  Score: Raw -917365.606798 + Penalty 2918.146595 = -914447.460202
  nChanged 11
		SP:Iteration 46Q (10783.780000 sec): 3 clusters
  Score: Raw -917367.202161 + Penalty 2918.146595 = -914449.055566
  nChanged 15
		SP:Iteration 47Q (10783.960000 sec): 3 clusters
  Score: Raw -917369.814606 + Penalty 2918.146595 = -914451.668010
  nChanged 15
		SP:Iteration 48Q (10784.190000 sec): 3 clusters
  Score: Raw -917371.827434 + Penalty 2918.146595 = -914453.680839
  nChanged 7
		SP:Iteration 49Q (10784.380000 sec): 3 clusters
  Score: Raw -917372.667859 + Penalty 2918.146595 = -914454.521264
  nChanged 7
		SP:Iteration 50Q (10784.590000 sec): 3 clusters
  Score: Raw -917373.441218 + Penalty 2918.146595 = -914455.294622
  nChanged 3
		SP:Iteration 51Q (10784.810000 sec): 3 clusters
  Score: Raw -917373.760984 + Penalty 2918.146595 = -914455.614389
  nChanged 3
		SP:Iteration 52Q (10784.980000 sec): 3 clusters
  Score: Raw -917373.950843 + Penalty 2918.146595 = -914455.804247
  nChanged 1
		SP:Iteration 53Q (10785.220000 sec): 3 clusters
  Score: Raw -917374.089404 + Penalty 2918.146595 = -914455.942809
  nChanged 1
		SP:Iteration 54Q (10785.390000 sec): 3 clusters
  Score: Raw -917374.164396 + Penalty 2918.146595 = -914456.017801
  nChanged 3
		SP:Iteration 55Q (10785.610000 sec): 3 clusters
  Score: Raw -917374.662460 + Penalty 2918.146595 = -914456.515865
  nChanged 1
		SP:Iteration 56Q (10785.790000 sec): 3 clusters
  Score: Raw -917374.809977 + Penalty 2918.146595 = -914456.663382
  nChanged 2
		SP:Iteration 57Q (10786.010000 sec): 3 clusters
  Score: Raw -917375.150634 + Penalty 2918.146595 = -914457.004039
  nChanged 4
		SP:Iteration 58Q (10786.210000 sec): 3 clusters
  Score: Raw -917375.686156 + Penalty 2918.146595 = -914457.539561
  nChanged 2
		SP:Iteration 59Q (10786.450000 sec): 3 clusters
  Score: Raw -917375.909658 + Penalty 2918.146595 = -914457.763063
  nChanged 4
		SP:Iteration 60F (10786.630000 sec): 3 clusters
  Score: Raw -917376.550852 + Penalty 2918.146595 = -914458.404257
  nChanged 2
		SP:Iteration 61Q (10786.880000 sec): 3 clusters
  Score: Raw -917376.822508 + Penalty 2918.146595 = -914458.675912
  nChanged 4
		SP:Iteration 62Q (10787.090000 sec): 3 clusters
  Score: Raw -917377.121747 + Penalty 2918.146595 = -914458.975152
  nChanged 2
		SP:Iteration 63Q (10787.240000 sec): 3 clusters
  Score: Raw -917377.408776 + Penalty 2918.146595 = -914459.262181
  nChanged 2
		SP:Iteration 64Q (10787.470000 sec): 3 clusters
  Score: Raw -917377.531924 + Penalty 2918.146595 = -914459.385328
  nChanged 1
		SP:Iteration 65Q (10787.660000 sec): 3 clusters
  Score: Raw -917377.659066 + Penalty 2918.146595 = -914459.512471
  nChanged 1
		SP:Iteration 66Q (10787.870000 sec): 3 clusters
  Score: Raw -917377.777816 + Penalty 2918.146595 = -914459.631221
  nChanged 2
		SP:Iteration 67Q (10788.100000 sec): 3 clusters
  Score: Raw -917377.966099 + Penalty 2918.146595 = -914459.819504
  nChanged 2
		SP:Iteration 68Q (10788.340000 sec): 3 clusters
  Score: Raw -917378.570327 + Penalty 2918.146595 = -914460.423732
  nChanged 5
		SP:Iteration 69Q (10788.530000 sec): 3 clusters
  Score: Raw -917379.249084 + Penalty 2918.146595 = -914461.102489
  nChanged 3
		SP:Iteration 70Q (10788.750000 sec): 3 clusters
  Score: Raw -917379.449659 + Penalty 2918.146595 = -914461.303064
  nChanged 1
		SP:Iteration 71Q (10788.960000 sec): 3 clusters
  Score: Raw -917379.540177 + Penalty 2918.146595 = -914461.393582
  nChanged 1
		SP:Iteration 72Q (10789.180000 sec): 3 clusters
  Score: Raw -917379.690204 + Penalty 2918.146595 = -914461.543609
  nChanged 1
		SP:Iteration 73Q (10789.400000 sec): 3 clusters
  Score: Raw -917379.768952 + Penalty 2918.146595 = -914461.622356
  nChanged 1
		SP:Iteration 74Q (10789.610000 sec): 3 clusters
  Score: Raw -917379.850751 + Penalty 2918.146595 = -914461.704156
  nChanged 3
		SP:Iteration 75Q (10789.790000 sec): 3 clusters
  Score: Raw -917380.192025 + Penalty 2918.146595 = -914462.045429
  nChanged 1
		SP:Iteration 76Q (10790.020000 sec): 3 clusters
  Score: Raw -917380.375827 + Penalty 2918.146595 = -914462.229232
  nChanged 1
		SP:Iteration 77Q (10790.260000 sec): 3 clusters
  Score: Raw -917380.415984 + Penalty 2918.146595 = -914462.269389
  nChanged 0
		SP:Iteration 78F (10790.450000 sec): 3 clusters
  Score: Raw -917380.415984 + Penalty 2918.146595 = -914462.269389
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10790.530000 sec): 2 clusters
  Score: Raw -166106.155942 + Penalty 1180.518654 = -164925.637288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10790.720000 sec): 3 clusters
  Score: Raw -165569.819314 + Penalty 2361.037308 = -163208.782006
  nChanged 480
		SP:Iteration 1F (10790.910000 sec): 3 clusters
  Score: Raw -165946.259112 + Penalty 2361.037308 = -163585.221804
  nChanged 124
		SP:Iteration 2F (10791.120000 sec): 3 clusters
  Score: Raw -166076.492847 + Penalty 2361.037308 = -163715.455539
  nChanged 79
		SP:Iteration 3F (10791.320000 sec): 3 clusters
  Score: Raw -166152.484941 + Penalty 2361.037308 = -163791.447634
  nChanged 45
		SP:Iteration 4Q (10791.480000 sec): 3 clusters
  Score: Raw -166201.972625 + Penalty 2361.037308 = -163840.935317
  nChanged 36
		SP:Iteration 5Q (10791.640000 sec): 3 clusters
  Score: Raw -166241.445789 + Penalty 2361.037308 = -163880.408481
  nChanged 30
		SP:Iteration 6Q (10791.850000 sec): 3 clusters
  Score: Raw -166267.333106 + Penalty 2361.037308 = -163906.295798
  nChanged 30
		SP:Iteration 7Q (10792.000000 sec): 3 clusters
  Score: Raw -166289.102378 + Penalty 2361.037308 = -163928.065070
  nChanged 26
		SP:Iteration 8Q (10792.140000 sec): 3 clusters
  Score: Raw -166307.895863 + Penalty 2361.037308 = -163946.858555
  nChanged 16
		SP:Iteration 9Q (10792.340000 sec): 3 clusters
  Score: Raw -166324.105458 + Penalty 2361.037308 = -163963.068150
  nChanged 14
		SP:Iteration 10Q (10792.490000 sec): 3 clusters
  Score: Raw -166334.319848 + Penalty 2361.037308 = -163973.282540
  nChanged 15
		SP:Iteration 11Q (10792.700000 sec): 3 clusters
  Score: Raw -166347.120132 + Penalty 2361.037308 = -163986.082824
  nChanged 10
		SP:Iteration 12Q (10792.830000 sec): 3 clusters
  Score: Raw -166353.815483 + Penalty 2361.037308 = -163992.778175
  nChanged 9
		SP:Iteration 13Q (10792.980000 sec): 3 clusters
  Score: Raw -166359.879956 + Penalty 2361.037308 = -163998.842648
  nChanged 11
		SP:Iteration 14Q (10793.160000 sec): 3 clusters
  Score: Raw -166366.087912 + Penalty 2361.037308 = -164005.050604
  nChanged 7
		SP:Iteration 15Q (10793.310000 sec): 3 clusters
  Score: Raw -166369.181058 + Penalty 2361.037308 = -164008.143750
  nChanged 2
		SP:Iteration 16Q (10793.480000 sec): 3 clusters
  Score: Raw -166369.568758 + Penalty 2361.037308 = -164008.531450
  nChanged 0
		SP:Iteration 17F (10793.680000 sec): 3 clusters
  Score: Raw -166369.568758 + Penalty 2361.037308 = -164008.531450
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10793.790000 sec): 2 clusters
  Score: Raw -10246.698833 + Penalty 892.622485 = -9354.076348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10793.960000 sec): 3 clusters
  Score: Raw -10452.604306 + Penalty 1785.244969 = -8667.359337
  nChanged 64
		SP:Iteration 1F (10794.160000 sec): 3 clusters
  Score: Raw -10719.167750 + Penalty 1785.244969 = -8933.922781
  nChanged 21
		SP:Iteration 2F (10794.320000 sec): 3 clusters
  Score: Raw -10876.765544 + Penalty 1785.244969 = -9091.520575
  nChanged 9
		SP:Iteration 3Q (10794.480000 sec): 3 clusters
  Score: Raw -10921.135905 + Penalty 1785.244969 = -9135.890936
  nChanged 6
		SP:Iteration 4Q (10794.700000 sec): 3 clusters
  Score: Raw -10980.766570 + Penalty 1785.244969 = -9195.521601
  nChanged 6
		SP:Iteration 5Q (10794.840000 sec): 3 clusters
  Score: Raw -11025.592896 + Penalty 1785.244969 = -9240.347927
  nChanged 0
		SP:Iteration 6F (10795.000000 sec): 3 clusters
  Score: Raw -11025.592896 + Penalty 1785.244969 = -9240.347927
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10795.140000 sec): 2 clusters
  Score: Raw -42327.591175 + Penalty 969.498845 = -41358.092330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10795.280000 sec): 3 clusters
  Score: Raw -42333.488359 + Penalty 1938.997690 = -40394.490669
  nChanged 69
		SP:Iteration 1F (10795.460000 sec): 3 clusters
  Score: Raw -42501.166232 + Penalty 1938.997690 = -40562.168542
  nChanged 28
		SP:Iteration 2F (10795.610000 sec): 3 clusters
  Score: Raw -42595.252695 + Penalty 1938.997690 = -40656.255005
  nChanged 13
		SP:Iteration 3Q (10795.780000 sec): 3 clusters
  Score: Raw -42640.600356 + Penalty 1938.997690 = -40701.602665
  nChanged 10
		SP:Iteration 4Q (10795.950000 sec): 3 clusters
  Score: Raw -42688.980948 + Penalty 1938.997690 = -40749.983258
  nChanged 11
		SP:Iteration 5Q (10796.110000 sec): 3 clusters
  Score: Raw -42738.390952 + Penalty 1938.997690 = -40799.393262
  nChanged 9
		SP:Iteration 6Q (10796.300000 sec): 3 clusters
  Score: Raw -42782.581603 + Penalty 1938.997690 = -40843.583912
  nChanged 5
		SP:Iteration 7Q (10796.510000 sec): 3 clusters
  Score: Raw -42802.838529 + Penalty 1938.997690 = -40863.840839
  nChanged 5
		SP:Iteration 8Q (10796.650000 sec): 3 clusters
  Score: Raw -42843.139172 + Penalty 1938.997690 = -40904.141482
  nChanged 4
		SP:Iteration 9Q (10796.850000 sec): 3 clusters
  Score: Raw -42854.247572 + Penalty 1938.997690 = -40915.249882
  nChanged 1
		SP:Iteration 10Q (10797.000000 sec): 3 clusters
  Score: Raw -42854.692815 + Penalty 1938.997690 = -40915.695125
  nChanged 1
		SP:Iteration 11Q (10797.170000 sec): 3 clusters
  Score: Raw -42856.022863 + Penalty 1938.997690 = -40917.025173
  nChanged 0
		SP:Iteration 12F (10797.390000 sec): 3 clusters
  Score: Raw -42856.022863 + Penalty 1938.997690 = -40917.025173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10797.600000 sec): 2 clusters
  Score: Raw -2118860.307425 + Penalty 1587.645731 = -2117272.661694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10797.860000 sec): 3 clusters
  Score: Raw -2108456.220729 + Penalty 3175.291461 = -2105280.929268
  nChanged 7899
		SP:Iteration 1F (10798.110000 sec): 3 clusters
  Score: Raw -2112644.261432 + Penalty 3175.291461 = -2109468.969970
  nChanged 895
		SP:Iteration 2F (10798.370000 sec): 3 clusters
  Score: Raw -2112966.956973 + Penalty 3175.291461 = -2109791.665511
  nChanged 820
		SP:Iteration 3Q (10798.630000 sec): 3 clusters
  Score: Raw -2113279.023099 + Penalty 3175.291461 = -2110103.731637
  nChanged 769
		SP:Iteration 4Q (10798.850000 sec): 3 clusters
  Score: Raw -2113613.403934 + Penalty 3175.291461 = -2110438.112472
  nChanged 771
		SP:Iteration 5Q (10799.130000 sec): 3 clusters
  Score: Raw -2113973.990717 + Penalty 3175.291461 = -2110798.699256
  nChanged 754
		SP:Iteration 6Q (10799.350000 sec): 3 clusters
  Score: Raw -2114337.890167 + Penalty 3175.291461 = -2111162.598706
  nChanged 741
		SP:Iteration 7Q (10799.610000 sec): 3 clusters
  Score: Raw -2114736.181109 + Penalty 3175.291461 = -2111560.889647
  nChanged 756
		SP:Iteration 8Q (10799.870000 sec): 3 clusters
  Score: Raw -2115156.648597 + Penalty 3175.291461 = -2111981.357136
  nChanged 756
		SP:Iteration 9Q (10800.130000 sec): 3 clusters
  Score: Raw -2115601.801618 + Penalty 3175.291461 = -2112426.510157
  nChanged 692
		SP:Iteration 10Q (10800.370000 sec): 3 clusters
  Score: Raw -2116050.129789 + Penalty 3175.291461 = -2112874.838328
  nChanged 652
		SP:Iteration 11Q (10800.590000 sec): 3 clusters
  Score: Raw -2116465.516556 + Penalty 3175.291461 = -2113290.225095
  nChanged 586
		SP:Iteration 12Q (10800.830000 sec): 3 clusters
  Score: Raw -2116835.563009 + Penalty 3175.291461 = -2113660.271548
  nChanged 534
		SP:Iteration 13Q (10801.100000 sec): 3 clusters
  Score: Raw -2117147.062630 + Penalty 3175.291461 = -2113971.771168
  nChanged 443
		SP:Iteration 14Q (10801.330000 sec): 3 clusters
  Score: Raw -2117387.048925 + Penalty 3175.291461 = -2114211.757463
  nChanged 378
		SP:Iteration 15Q (10801.550000 sec): 3 clusters
  Score: Raw -2117575.268111 + Penalty 3175.291461 = -2114399.976649
  nChanged 317
		SP:Iteration 16Q (10801.790000 sec): 3 clusters
  Score: Raw -2117735.655171 + Penalty 3175.291461 = -2114560.363709
  nChanged 295
		SP:Iteration 17Q (10802.040000 sec): 3 clusters
  Score: Raw -2117890.095669 + Penalty 3175.291461 = -2114714.804207
  nChanged 258
		SP:Iteration 18Q (10802.310000 sec): 3 clusters
  Score: Raw -2118012.881540 + Penalty 3175.291461 = -2114837.590079
  nChanged 228
		SP:Iteration 19Q (10802.530000 sec): 3 clusters
  Score: Raw -2118123.000559 + Penalty 3175.291461 = -2114947.709098
  nChanged 200
		SP:Iteration 20F (10802.790000 sec): 3 clusters
  Score: Raw -2118212.417487 + Penalty 3175.291461 = -2115037.126026
  nChanged 167
		SP:Iteration 21Q (10803.070000 sec): 3 clusters
  Score: Raw -2118292.595264 + Penalty 3175.291461 = -2115117.303803
  nChanged 166
		SP:Iteration 22Q (10803.300000 sec): 3 clusters
  Score: Raw -2118369.560333 + Penalty 3175.291461 = -2115194.268872
  nChanged 150
		SP:Iteration 23Q (10803.550000 sec): 3 clusters
  Score: Raw -2118445.937587 + Penalty 3175.291461 = -2115270.646126
  nChanged 143
		SP:Iteration 24Q (10803.800000 sec): 3 clusters
  Score: Raw -2118525.607601 + Penalty 3175.291461 = -2115350.316139
  nChanged 135
		SP:Iteration 25Q (10804.030000 sec): 3 clusters
  Score: Raw -2118595.522629 + Penalty 3175.291461 = -2115420.231167
  nChanged 125
		SP:Iteration 26Q (10804.270000 sec): 3 clusters
  Score: Raw -2118665.958094 + Penalty 3175.291461 = -2115490.666632
  nChanged 114
		SP:Iteration 27Q (10804.510000 sec): 3 clusters
  Score: Raw -2118729.361118 + Penalty 3175.291461 = -2115554.069656
  nChanged 87
		SP:Iteration 28Q (10804.720000 sec): 3 clusters
  Score: Raw -2118780.826402 + Penalty 3175.291461 = -2115605.534941
  nChanged 96
		SP:Iteration 29Q (10805.000000 sec): 3 clusters
  Score: Raw -2118839.893583 + Penalty 3175.291461 = -2115664.602121
  nChanged 72
		SP:Iteration 30Q (10805.220000 sec): 3 clusters
  Score: Raw -2118880.336908 + Penalty 3175.291461 = -2115705.045446
  nChanged 57
		SP:Iteration 31Q (10805.470000 sec): 3 clusters
  Score: Raw -2118909.929553 + Penalty 3175.291461 = -2115734.638092
  nChanged 50
		SP:Iteration 32Q (10805.710000 sec): 3 clusters
  Score: Raw -2118941.310490 + Penalty 3175.291461 = -2115766.019029
  nChanged 33
		SP:Iteration 33Q (10805.950000 sec): 3 clusters
  Score: Raw -2118963.179061 + Penalty 3175.291461 = -2115787.887599
  nChanged 43
		SP:Iteration 34Q (10806.180000 sec): 3 clusters
  Score: Raw -2118989.258067 + Penalty 3175.291461 = -2115813.966605
  nChanged 30
		SP:Iteration 35Q (10806.410000 sec): 3 clusters
  Score: Raw -2119007.992278 + Penalty 3175.291461 = -2115832.700816
  nChanged 22
		SP:Iteration 36Q (10806.630000 sec): 3 clusters
  Score: Raw -2119021.575548 + Penalty 3175.291461 = -2115846.284087
  nChanged 22
		SP:Iteration 37Q (10806.890000 sec): 3 clusters
  Score: Raw -2119034.546708 + Penalty 3175.291461 = -2115859.255247
  nChanged 17
		SP:Iteration 38Q (10807.150000 sec): 3 clusters
  Score: Raw -2119045.865097 + Penalty 3175.291461 = -2115870.573635
  nChanged 12
		SP:Iteration 39Q (10807.340000 sec): 3 clusters
  Score: Raw -2119051.837068 + Penalty 3175.291461 = -2115876.545606
  nChanged 11
		SP:Iteration 40F (10807.610000 sec): 3 clusters
  Score: Raw -2119058.531724 + Penalty 3175.291461 = -2115883.240262
  nChanged 9
		SP:Iteration 41Q (10807.870000 sec): 3 clusters
  Score: Raw -2119063.125605 + Penalty 3175.291461 = -2115887.834144
  nChanged 9
		SP:Iteration 42Q (10808.090000 sec): 3 clusters
  Score: Raw -2119068.353881 + Penalty 3175.291461 = -2115893.062420
  nChanged 13
		SP:Iteration 43Q (10808.330000 sec): 3 clusters
  Score: Raw -2119077.841824 + Penalty 3175.291461 = -2115902.550362
  nChanged 8
		SP:Iteration 44Q (10808.540000 sec): 3 clusters
  Score: Raw -2119081.860954 + Penalty 3175.291461 = -2115906.569492
  nChanged 5
		SP:Iteration 45Q (10808.750000 sec): 3 clusters
  Score: Raw -2119084.950492 + Penalty 3175.291461 = -2115909.659031
  nChanged 3
		SP:Iteration 46Q (10809.000000 sec): 3 clusters
  Score: Raw -2119087.112619 + Penalty 3175.291461 = -2115911.821157
  nChanged 3
		SP:Iteration 47Q (10809.200000 sec): 3 clusters
  Score: Raw -2119090.654531 + Penalty 3175.291461 = -2115915.363070
  nChanged 4
		SP:Iteration 48Q (10809.450000 sec): 3 clusters
  Score: Raw -2119093.150536 + Penalty 3175.291461 = -2115917.859075
  nChanged 4
		SP:Iteration 49Q (10809.720000 sec): 3 clusters
  Score: Raw -2119095.970064 + Penalty 3175.291461 = -2115920.678603
  nChanged 2
		SP:Iteration 50Q (10809.960000 sec): 3 clusters
  Score: Raw -2119098.011909 + Penalty 3175.291461 = -2115922.720448
  nChanged 7
		SP:Iteration 51Q (10810.230000 sec): 3 clusters
  Score: Raw -2119106.576348 + Penalty 3175.291461 = -2115931.284887
  nChanged 10
		SP:Iteration 52Q (10810.480000 sec): 3 clusters
  Score: Raw -2119113.964749 + Penalty 3175.291461 = -2115938.673288
  nChanged 8
		SP:Iteration 53Q (10810.710000 sec): 3 clusters
  Score: Raw -2119117.725496 + Penalty 3175.291461 = -2115942.434035
  nChanged 5
		SP:Iteration 54Q (10810.910000 sec): 3 clusters
  Score: Raw -2119122.037633 + Penalty 3175.291461 = -2115946.746172
  nChanged 6
		SP:Iteration 55Q (10811.150000 sec): 3 clusters
  Score: Raw -2119127.906123 + Penalty 3175.291461 = -2115952.614662
  nChanged 7
		SP:Iteration 56Q (10811.400000 sec): 3 clusters
  Score: Raw -2119132.113628 + Penalty 3175.291461 = -2115956.822166
  nChanged 5
		SP:Iteration 57Q (10811.670000 sec): 3 clusters
  Score: Raw -2119135.443229 + Penalty 3175.291461 = -2115960.151767
  nChanged 5
		SP:Iteration 58Q (10811.900000 sec): 3 clusters
  Score: Raw -2119138.479813 + Penalty 3175.291461 = -2115963.188351
  nChanged 6
		SP:Iteration 59Q (10812.180000 sec): 3 clusters
  Score: Raw -2119141.662990 + Penalty 3175.291461 = -2115966.371528
  nChanged 6
		SP:Iteration 60F (10812.420000 sec): 3 clusters
  Score: Raw -2119145.641294 + Penalty 3175.291461 = -2115970.349832
  nChanged 3
		SP:Iteration 61Q (10812.670000 sec): 3 clusters
  Score: Raw -2119148.792534 + Penalty 3175.291461 = -2115973.501072
  nChanged 4
		SP:Iteration 62Q (10812.930000 sec): 3 clusters
  Score: Raw -2119152.581145 + Penalty 3175.291461 = -2115977.289683
  nChanged 6
		SP:Iteration 63Q (10813.190000 sec): 3 clusters
  Score: Raw -2119157.446797 + Penalty 3175.291461 = -2115982.155336
  nChanged 7
		SP:Iteration 64Q (10813.420000 sec): 3 clusters
  Score: Raw -2119162.892631 + Penalty 3175.291461 = -2115987.601169
  nChanged 3
		SP:Iteration 65Q (10813.690000 sec): 3 clusters
  Score: Raw -2119164.610281 + Penalty 3175.291461 = -2115989.318820
  nChanged 2
		SP:Iteration 66Q (10813.980000 sec): 3 clusters
  Score: Raw -2119165.666140 + Penalty 3175.291461 = -2115990.374679
  nChanged 2
		SP:Iteration 67Q (10814.180000 sec): 3 clusters
  Score: Raw -2119167.155337 + Penalty 3175.291461 = -2115991.863876
  nChanged 1
		SP:Iteration 68Q (10814.420000 sec): 3 clusters
  Score: Raw -2119167.991025 + Penalty 3175.291461 = -2115992.699564
  nChanged 1
		SP:Iteration 69Q (10814.680000 sec): 3 clusters
  Score: Raw -2119170.094361 + Penalty 3175.291461 = -2115994.802899
  nChanged 4
		SP:Iteration 70Q (10814.900000 sec): 3 clusters
  Score: Raw -2119173.484994 + Penalty 3175.291461 = -2115998.193532
  nChanged 3
		SP:Iteration 71Q (10815.160000 sec): 3 clusters
  Score: Raw -2119174.893254 + Penalty 3175.291461 = -2115999.601793
  nChanged 1
		SP:Iteration 72Q (10815.410000 sec): 3 clusters
  Score: Raw -2119175.473443 + Penalty 3175.291461 = -2116000.181982
  nChanged 0
		SP:Iteration 73F (10815.640000 sec): 3 clusters
  Score: Raw -2119175.473443 + Penalty 3175.291461 = -2116000.181982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10815.760000 sec): 2 clusters
  Score: Raw -61374.287174 + Penalty 1022.078780 = -60352.208394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10815.950000 sec): 3 clusters
  Score: Raw -61280.945563 + Penalty 2044.157561 = -59236.788002
  nChanged 138
		SP:Iteration 1F (10816.140000 sec): 3 clusters
  Score: Raw -61420.653283 + Penalty 2044.157561 = -59376.495723
  nChanged 27
		SP:Iteration 2F (10816.300000 sec): 3 clusters
  Score: Raw -61454.562837 + Penalty 2044.157561 = -59410.405276
  nChanged 16
		SP:Iteration 3Q (10816.450000 sec): 3 clusters
  Score: Raw -61477.882507 + Penalty 2044.157561 = -59433.724946
  nChanged 8
		SP:Iteration 4Q (10816.620000 sec): 3 clusters
  Score: Raw -61501.248327 + Penalty 2044.157561 = -59457.090766
  nChanged 3
		SP:Iteration 5Q (10816.800000 sec): 3 clusters
  Score: Raw -61511.091623 + Penalty 2044.157561 = -59466.934063
  nChanged 2
		SP:Iteration 6Q (10816.980000 sec): 3 clusters
  Score: Raw -61513.427197 + Penalty 2044.157561 = -59469.269637
  nChanged 4
		SP:Iteration 7Q (10817.170000 sec): 3 clusters
  Score: Raw -61522.190636 + Penalty 2044.157561 = -59478.033076
  nChanged 7
		SP:Iteration 8Q (10817.330000 sec): 3 clusters
  Score: Raw -61532.128407 + Penalty 2044.157561 = -59487.970847
  nChanged 2
		SP:Iteration 9Q (10817.520000 sec): 3 clusters
  Score: Raw -61536.492348 + Penalty 2044.157561 = -59492.334788
  nChanged 3
		SP:Iteration 10Q (10817.680000 sec): 3 clusters
  Score: Raw -61538.291174 + Penalty 2044.157561 = -59494.133614
  nChanged 1
		SP:Iteration 11Q (10817.840000 sec): 3 clusters
  Score: Raw -61539.070678 + Penalty 2044.157561 = -59494.913117
  nChanged 0
		SP:Iteration 12F (10818.000000 sec): 3 clusters
  Score: Raw -61539.070678 + Penalty 2044.157561 = -59494.913117
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (9288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10818.160000 sec): 2 clusters
  Score: Raw -1076452.995617 + Penalty 1484.677760 = -1074968.317857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10818.370000 sec): 3 clusters
  Score: Raw -1071243.995908 + Penalty 2969.355520 = -1068274.640388
  nChanged 3988
		SP:Iteration 1F (10818.600000 sec): 3 clusters
  Score: Raw -1073597.072861 + Penalty 2969.355520 = -1070627.717341
  nChanged 705
		SP:Iteration 2F (10818.830000 sec): 3 clusters
  Score: Raw -1074039.646555 + Penalty 2969.355520 = -1071070.291035
  nChanged 618
		SP:Iteration 3F (10819.020000 sec): 3 clusters
  Score: Raw -1074429.372174 + Penalty 2969.355520 = -1071460.016654
  nChanged 558
		SP:Iteration 4F (10819.240000 sec): 3 clusters
  Score: Raw -1074849.635246 + Penalty 2969.355520 = -1071880.279726
  nChanged 567
		SP:Iteration 5F (10819.470000 sec): 3 clusters
  Score: Raw -1075376.236895 + Penalty 2969.355520 = -1072406.881375
  nChanged 577
		SP:Iteration 6F (10819.720000 sec): 3 clusters
  Score: Raw -1075807.989048 + Penalty 2969.355520 = -1072838.633528
  nChanged 487
		SP:Iteration 7F (10819.900000 sec): 3 clusters
  Score: Raw -1076082.566146 + Penalty 2969.355520 = -1073113.210625
  nChanged 407
		SP:Iteration 8Q (10820.100000 sec): 3 clusters
  Score: Raw -1076300.989959 + Penalty 2969.355520 = -1073331.634439
  nChanged 350
		SP:Iteration 9Q (10820.340000 sec): 3 clusters
  Score: Raw -1076449.027256 + Penalty 2969.355520 = -1073479.671735
  nChanged 259
		SP:Iteration 10Q (10820.560000 sec): 3 clusters
  Score: Raw -1076538.015136 + Penalty 2969.355520 = -1073568.659616
  nChanged 174
		SP:Iteration 11Q (10820.770000 sec): 3 clusters
  Score: Raw -1076591.799173 + Penalty 2969.355520 = -1073622.443652
  nChanged 147
		SP:Iteration 12Q (10820.980000 sec): 3 clusters
  Score: Raw -1076634.504863 + Penalty 2969.355520 = -1073665.149343
  nChanged 120
		SP:Iteration 13Q (10821.180000 sec): 3 clusters
  Score: Raw -1076661.683059 + Penalty 2969.355520 = -1073692.327539
  nChanged 81
		SP:Iteration 14Q (10821.390000 sec): 3 clusters
  Score: Raw -1076683.124733 + Penalty 2969.355520 = -1073713.769213
  nChanged 78
		SP:Iteration 15Q (10821.620000 sec): 3 clusters
  Score: Raw -1076705.781676 + Penalty 2969.355520 = -1073736.426155
  nChanged 78
		SP:Iteration 16Q (10821.850000 sec): 3 clusters
  Score: Raw -1076723.225601 + Penalty 2969.355520 = -1073753.870080
  nChanged 58
		SP:Iteration 17Q (10822.030000 sec): 3 clusters
  Score: Raw -1076735.016412 + Penalty 2969.355520 = -1073765.660892
  nChanged 54
		SP:Iteration 18Q (10822.220000 sec): 3 clusters
  Score: Raw -1076746.818520 + Penalty 2969.355520 = -1073777.463000
  nChanged 66
		SP:Iteration 19Q (10822.430000 sec): 3 clusters
  Score: Raw -1076762.924087 + Penalty 2969.355520 = -1073793.568567
  nChanged 67
		SP:Iteration 20F (10822.600000 sec): 3 clusters
  Score: Raw -1076776.908470 + Penalty 2969.355520 = -1073807.552950
  nChanged 64
		SP:Iteration 21Q (10822.820000 sec): 3 clusters
  Score: Raw -1076792.343174 + Penalty 2969.355520 = -1073822.987654
  nChanged 71
		SP:Iteration 22Q (10823.030000 sec): 3 clusters
  Score: Raw -1076809.839368 + Penalty 2969.355520 = -1073840.483848
  nChanged 69
		SP:Iteration 23Q (10823.240000 sec): 3 clusters
  Score: Raw -1076826.700436 + Penalty 2969.355520 = -1073857.344916
  nChanged 72
		SP:Iteration 24Q (10823.470000 sec): 3 clusters
  Score: Raw -1076846.408614 + Penalty 2969.355520 = -1073877.053094
  nChanged 76
		SP:Iteration 25Q (10823.690000 sec): 3 clusters
  Score: Raw -1076865.236089 + Penalty 2969.355520 = -1073895.880569
  nChanged 71
		SP:Iteration 26Q (10823.930000 sec): 3 clusters
  Score: Raw -1076885.527105 + Penalty 2969.355520 = -1073916.171585
  nChanged 82
		SP:Iteration 27Q (10824.120000 sec): 3 clusters
  Score: Raw -1076911.636039 + Penalty 2969.355520 = -1073942.280519
  nChanged 92
		SP:Iteration 28Q (10824.320000 sec): 3 clusters
  Score: Raw -1076944.912790 + Penalty 2969.355520 = -1073975.557270
  nChanged 113
		SP:Iteration 29Q (10824.560000 sec): 3 clusters
  Score: Raw -1077001.980421 + Penalty 2969.355520 = -1074032.624901
  nChanged 125
		SP:Iteration 30Q (10824.740000 sec): 3 clusters
  Score: Raw -1077075.795916 + Penalty 2969.355520 = -1074106.440396
  nChanged 128
		SP:Iteration 31Q (10824.990000 sec): 3 clusters
  Score: Raw -1077149.463937 + Penalty 2969.355520 = -1074180.108417
  nChanged 138
		SP:Iteration 32Q (10825.200000 sec): 3 clusters
  Score: Raw -1077209.192760 + Penalty 2969.355520 = -1074239.837240
  nChanged 122
		SP:Iteration 33Q (10825.390000 sec): 3 clusters
  Score: Raw -1077252.479162 + Penalty 2969.355520 = -1074283.123642
  nChanged 110
		SP:Iteration 34Q (10825.620000 sec): 3 clusters
  Score: Raw -1077286.787293 + Penalty 2969.355520 = -1074317.431773
  nChanged 95
		SP:Iteration 35Q (10825.870000 sec): 3 clusters
  Score: Raw -1077316.900161 + Penalty 2969.355520 = -1074347.544640
  nChanged 65
		SP:Iteration 36Q (10826.100000 sec): 3 clusters
  Score: Raw -1077339.140632 + Penalty 2969.355520 = -1074369.785111
  nChanged 66
		SP:Iteration 37Q (10826.320000 sec): 3 clusters
  Score: Raw -1077357.458485 + Penalty 2969.355520 = -1074388.102965
  nChanged 72
		SP:Iteration 38Q (10826.510000 sec): 3 clusters
  Score: Raw -1077377.443698 + Penalty 2969.355520 = -1074408.088178
  nChanged 60
		SP:Iteration 39Q (10826.730000 sec): 3 clusters
  Score: Raw -1077390.951803 + Penalty 2969.355520 = -1074421.596283
  nChanged 62
		SP:Iteration 40F (10826.970000 sec): 3 clusters
  Score: Raw -1077411.308343 + Penalty 2969.355520 = -1074441.952823
  nChanged 55
		SP:Iteration 41Q (10827.170000 sec): 3 clusters
  Score: Raw -1077426.028254 + Penalty 2969.355520 = -1074456.672734
  nChanged 39
		SP:Iteration 42Q (10827.400000 sec): 3 clusters
  Score: Raw -1077433.216886 + Penalty 2969.355520 = -1074463.861366
  nChanged 33
		SP:Iteration 43Q (10827.610000 sec): 3 clusters
  Score: Raw -1077437.577375 + Penalty 2969.355520 = -1074468.221855
  nChanged 27
		SP:Iteration 44Q (10827.810000 sec): 3 clusters
  Score: Raw -1077441.249047 + Penalty 2969.355520 = -1074471.893527
  nChanged 12
		SP:Iteration 45Q (10828.030000 sec): 3 clusters
  Score: Raw -1077442.261292 + Penalty 2969.355520 = -1074472.905772
  nChanged 4
		SP:Iteration 46Q (10828.240000 sec): 3 clusters
  Score: Raw -1077442.464446 + Penalty 2969.355520 = -1074473.108926
  nChanged 3
		SP:Iteration 47Q (10828.440000 sec): 3 clusters
  Score: Raw -1077442.727433 + Penalty 2969.355520 = -1074473.371912
  nChanged 5
		SP:Iteration 48Q (10828.680000 sec): 3 clusters
  Score: Raw -1077443.556689 + Penalty 2969.355520 = -1074474.201169
  nChanged 3
		SP:Iteration 49Q (10828.860000 sec): 3 clusters
  Score: Raw -1077444.255401 + Penalty 2969.355520 = -1074474.899880
  nChanged 4
		SP:Iteration 50Q (10829.060000 sec): 3 clusters
  Score: Raw -1077444.713279 + Penalty 2969.355520 = -1074475.357759
  nChanged 2
		SP:Iteration 51Q (10829.260000 sec): 3 clusters
  Score: Raw -1077444.983671 + Penalty 2969.355520 = -1074475.628151
  nChanged 1
		SP:Iteration 52Q (10829.510000 sec): 3 clusters
  Score: Raw -1077445.049200 + Penalty 2969.355520 = -1074475.693680
  nChanged 0
		SP:Iteration 53F (10829.690000 sec): 3 clusters
  Score: Raw -1077445.049200 + Penalty 2969.355520 = -1074475.693680
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10829.800000 sec): 2 clusters
  Score: Raw -318953.129328 + Penalty 1295.020633 = -317658.108695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10829.970000 sec): 3 clusters
  Score: Raw -317654.935803 + Penalty 2590.041266 = -315064.894537
  nChanged 1088
		SP:Iteration 1F (10830.160000 sec): 3 clusters
  Score: Raw -318594.459489 + Penalty 2590.041266 = -316004.418223
  nChanged 313
		SP:Iteration 2F (10830.390000 sec): 3 clusters
  Score: Raw -318982.887833 + Penalty 2590.041266 = -316392.846567
  nChanged 224
		SP:Iteration 3F (10830.530000 sec): 3 clusters
  Score: Raw -319301.341446 + Penalty 2590.041266 = -316711.300179
  nChanged 203
		SP:Iteration 4F (10830.710000 sec): 3 clusters
  Score: Raw -319515.033170 + Penalty 2590.041266 = -316924.991904
  nChanged 136
		SP:Iteration 5Q (10830.930000 sec): 3 clusters
  Score: Raw -319636.817004 + Penalty 2590.041266 = -317046.775738
  nChanged 85
		SP:Iteration 6Q (10831.090000 sec): 3 clusters
  Score: Raw -319726.104854 + Penalty 2590.041266 = -317136.063588
  nChanged 87
		SP:Iteration 7Q (10831.300000 sec): 3 clusters
  Score: Raw -319821.320993 + Penalty 2590.041266 = -317231.279727
  nChanged 73
		SP:Iteration 8Q (10831.470000 sec): 3 clusters
  Score: Raw -319896.261182 + Penalty 2590.041266 = -317306.219916
  nChanged 77
		SP:Iteration 9Q (10831.680000 sec): 3 clusters
  Score: Raw -319984.311756 + Penalty 2590.041266 = -317394.270490
  nChanged 77
		SP:Iteration 10Q (10831.870000 sec): 3 clusters
  Score: Raw -320074.044525 + Penalty 2590.041266 = -317484.003259
  nChanged 64
		SP:Iteration 11Q (10832.070000 sec): 3 clusters
  Score: Raw -320128.608507 + Penalty 2590.041266 = -317538.567240
  nChanged 46
		SP:Iteration 12Q (10832.220000 sec): 3 clusters
  Score: Raw -320157.032956 + Penalty 2590.041266 = -317566.991690
  nChanged 41
		SP:Iteration 13Q (10832.370000 sec): 3 clusters
  Score: Raw -320183.140927 + Penalty 2590.041266 = -317593.099661
  nChanged 36
		SP:Iteration 14Q (10832.590000 sec): 3 clusters
  Score: Raw -320203.770152 + Penalty 2590.041266 = -317613.728886
  nChanged 32
		SP:Iteration 15Q (10832.770000 sec): 3 clusters
  Score: Raw -320219.598719 + Penalty 2590.041266 = -317629.557453
  nChanged 16
		SP:Iteration 16Q (10832.930000 sec): 3 clusters
  Score: Raw -320226.583564 + Penalty 2590.041266 = -317636.542298
  nChanged 9
		SP:Iteration 17Q (10833.100000 sec): 3 clusters
  Score: Raw -320229.470199 + Penalty 2590.041266 = -317639.428933
  nChanged 9
		SP:Iteration 18Q (10833.340000 sec): 3 clusters
  Score: Raw -320232.371477 + Penalty 2590.041266 = -317642.330211
  nChanged 4
		SP:Iteration 19Q (10833.540000 sec): 3 clusters
  Score: Raw -320233.571072 + Penalty 2590.041266 = -317643.529805
  nChanged 1
		SP:Iteration 20F (10833.730000 sec): 3 clusters
  Score: Raw -320233.730385 + Penalty 2590.041266 = -317643.689119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10833.880000 sec): 2 clusters
  Score: Raw -1097461.725013 + Penalty 1486.140792 = -1095975.584221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10834.070000 sec): 3 clusters
  Score: Raw -1092140.457948 + Penalty 2972.281585 = -1089168.176363
  nChanged 3995
		SP:Iteration 1F (10834.330000 sec): 3 clusters
  Score: Raw -1094341.848368 + Penalty 2972.281585 = -1091369.566783
  nChanged 669
		SP:Iteration 2F (10834.500000 sec): 3 clusters
  Score: Raw -1094727.532916 + Penalty 2972.281585 = -1091755.251331
  nChanged 590
		SP:Iteration 3F (10834.730000 sec): 3 clusters
  Score: Raw -1095073.064594 + Penalty 2972.281585 = -1092100.783009
  nChanged 547
		SP:Iteration 4F (10834.970000 sec): 3 clusters
  Score: Raw -1095378.668662 + Penalty 2972.281585 = -1092406.387077
  nChanged 484
		SP:Iteration 5F (10835.220000 sec): 3 clusters
  Score: Raw -1095632.684948 + Penalty 2972.281585 = -1092660.403363
  nChanged 425
		SP:Iteration 6Q (10835.450000 sec): 3 clusters
  Score: Raw -1095854.002449 + Penalty 2972.281585 = -1092881.720864
  nChanged 398
		SP:Iteration 7Q (10835.650000 sec): 3 clusters
  Score: Raw -1096043.546377 + Penalty 2972.281585 = -1093071.264792
  nChanged 357
		SP:Iteration 8Q (10835.880000 sec): 3 clusters
  Score: Raw -1096209.388597 + Penalty 2972.281585 = -1093237.107012
  nChanged 315
		SP:Iteration 9Q (10836.110000 sec): 3 clusters
  Score: Raw -1096361.654315 + Penalty 2972.281585 = -1093389.372730
  nChanged 288
		SP:Iteration 10Q (10836.370000 sec): 3 clusters
  Score: Raw -1096512.716903 + Penalty 2972.281585 = -1093540.435318
  nChanged 277
		SP:Iteration 11Q (10836.590000 sec): 3 clusters
  Score: Raw -1096647.093303 + Penalty 2972.281585 = -1093674.811718
  nChanged 231
		SP:Iteration 12Q (10836.790000 sec): 3 clusters
  Score: Raw -1096760.949074 + Penalty 2972.281585 = -1093788.667489
  nChanged 229
		SP:Iteration 13Q (10837.010000 sec): 3 clusters
  Score: Raw -1096876.945551 + Penalty 2972.281585 = -1093904.663966
  nChanged 209
		SP:Iteration 14Q (10837.230000 sec): 3 clusters
  Score: Raw -1096973.814996 + Penalty 2972.281585 = -1094001.533411
  nChanged 187
		SP:Iteration 15Q (10837.450000 sec): 3 clusters
  Score: Raw -1097059.310996 + Penalty 2972.281585 = -1094087.029411
  nChanged 149
		SP:Iteration 16Q (10837.670000 sec): 3 clusters
  Score: Raw -1097120.043073 + Penalty 2972.281585 = -1094147.761488
  nChanged 126
		SP:Iteration 17Q (10837.880000 sec): 3 clusters
  Score: Raw -1097165.189115 + Penalty 2972.281585 = -1094192.907531
  nChanged 118
		SP:Iteration 18Q (10838.080000 sec): 3 clusters
  Score: Raw -1097215.341848 + Penalty 2972.281585 = -1094243.060263
  nChanged 116
		SP:Iteration 19Q (10838.320000 sec): 3 clusters
  Score: Raw -1097256.082595 + Penalty 2972.281585 = -1094283.801010
  nChanged 102
		SP:Iteration 20F (10838.540000 sec): 3 clusters
  Score: Raw -1097292.713329 + Penalty 2972.281585 = -1094320.431744
  nChanged 102
		SP:Iteration 21Q (10838.770000 sec): 3 clusters
  Score: Raw -1097333.691171 + Penalty 2972.281585 = -1094361.409586
  nChanged 107
		SP:Iteration 22Q (10838.950000 sec): 3 clusters
  Score: Raw -1097377.062285 + Penalty 2972.281585 = -1094404.780700
  nChanged 115
		SP:Iteration 23Q (10839.160000 sec): 3 clusters
  Score: Raw -1097421.104404 + Penalty 2972.281585 = -1094448.822819
  nChanged 103
		SP:Iteration 24Q (10839.370000 sec): 3 clusters
  Score: Raw -1097455.745821 + Penalty 2972.281585 = -1094483.464236
  nChanged 89
		SP:Iteration 25Q (10839.560000 sec): 3 clusters
  Score: Raw -1097482.019057 + Penalty 2972.281585 = -1094509.737472
  nChanged 75
		SP:Iteration 26Q (10839.750000 sec): 3 clusters
  Score: Raw -1097505.522159 + Penalty 2972.281585 = -1094533.240574
  nChanged 62
		SP:Iteration 27Q (10839.970000 sec): 3 clusters
  Score: Raw -1097522.204440 + Penalty 2972.281585 = -1094549.922855
  nChanged 45
		SP:Iteration 28Q (10840.190000 sec): 3 clusters
  Score: Raw -1097534.875872 + Penalty 2972.281585 = -1094562.594288
  nChanged 50
		SP:Iteration 29Q (10840.430000 sec): 3 clusters
  Score: Raw -1097551.301098 + Penalty 2972.281585 = -1094579.019513
  nChanged 54
		SP:Iteration 30Q (10840.630000 sec): 3 clusters
  Score: Raw -1097568.851808 + Penalty 2972.281585 = -1094596.570223
  nChanged 55
		SP:Iteration 31Q (10840.830000 sec): 3 clusters
  Score: Raw -1097584.692683 + Penalty 2972.281585 = -1094612.411098
  nChanged 50
		SP:Iteration 32Q (10841.050000 sec): 3 clusters
  Score: Raw -1097600.641935 + Penalty 2972.281585 = -1094628.360350
  nChanged 55
		SP:Iteration 33Q (10841.250000 sec): 3 clusters
  Score: Raw -1097614.458500 + Penalty 2972.281585 = -1094642.176915
  nChanged 55
		SP:Iteration 34Q (10841.460000 sec): 3 clusters
  Score: Raw -1097629.730801 + Penalty 2972.281585 = -1094657.449216
  nChanged 55
		SP:Iteration 35Q (10841.680000 sec): 3 clusters
  Score: Raw -1097644.541893 + Penalty 2972.281585 = -1094672.260308
  nChanged 63
		SP:Iteration 36Q (10841.920000 sec): 3 clusters
  Score: Raw -1097662.759889 + Penalty 2972.281585 = -1094690.478305
  nChanged 60
		SP:Iteration 37Q (10842.140000 sec): 3 clusters
  Score: Raw -1097681.161778 + Penalty 2972.281585 = -1094708.880193
  nChanged 49
		SP:Iteration 38Q (10842.330000 sec): 3 clusters
  Score: Raw -1097698.175664 + Penalty 2972.281585 = -1094725.894079
  nChanged 58
		SP:Iteration 39Q (10842.560000 sec): 3 clusters
  Score: Raw -1097719.514112 + Penalty 2972.281585 = -1094747.232528
  nChanged 59
		SP:Iteration 40F (10842.760000 sec): 3 clusters
  Score: Raw -1097743.935309 + Penalty 2972.281585 = -1094771.653725
  nChanged 59
		SP:Iteration 41Q (10842.970000 sec): 3 clusters
  Score: Raw -1097764.356781 + Penalty 2972.281585 = -1094792.075196
  nChanged 54
		SP:Iteration 42Q (10843.200000 sec): 3 clusters
  Score: Raw -1097782.731676 + Penalty 2972.281585 = -1094810.450091
  nChanged 61
		SP:Iteration 43Q (10843.430000 sec): 3 clusters
  Score: Raw -1097809.054002 + Penalty 2972.281585 = -1094836.772417
  nChanged 67
		SP:Iteration 44Q (10843.640000 sec): 3 clusters
  Score: Raw -1097832.545838 + Penalty 2972.281585 = -1094860.264253
  nChanged 60
		SP:Iteration 45Q (10843.840000 sec): 3 clusters
  Score: Raw -1097855.997663 + Penalty 2972.281585 = -1094883.716078
  nChanged 63
		SP:Iteration 46Q (10844.060000 sec): 3 clusters
  Score: Raw -1097881.374068 + Penalty 2972.281585 = -1094909.092483
  nChanged 66
		SP:Iteration 47Q (10844.270000 sec): 3 clusters
  Score: Raw -1097914.747333 + Penalty 2972.281585 = -1094942.465748
  nChanged 81
		SP:Iteration 48Q (10844.490000 sec): 3 clusters
  Score: Raw -1097957.726300 + Penalty 2972.281585 = -1094985.444715
  nChanged 76
		SP:Iteration 49Q (10844.700000 sec): 3 clusters
  Score: Raw -1097993.778704 + Penalty 2972.281585 = -1095021.497119
  nChanged 71
		SP:Iteration 50Q (10844.950000 sec): 3 clusters
  Score: Raw -1098031.725287 + Penalty 2972.281585 = -1095059.443702
  nChanged 79
		SP:Iteration 51Q (10845.140000 sec): 3 clusters
  Score: Raw -1098078.528926 + Penalty 2972.281585 = -1095106.247341
  nChanged 75
		SP:Iteration 52Q (10845.370000 sec): 3 clusters
  Score: Raw -1098123.630915 + Penalty 2972.281585 = -1095151.349330
  nChanged 73
		SP:Iteration 53Q (10845.580000 sec): 3 clusters
  Score: Raw -1098173.472565 + Penalty 2972.281585 = -1095201.190980
  nChanged 75
		SP:Iteration 54Q (10845.850000 sec): 3 clusters
  Score: Raw -1098229.714503 + Penalty 2972.281585 = -1095257.432918
  nChanged 85
		SP:Iteration 55Q (10846.060000 sec): 3 clusters
  Score: Raw -1098302.629746 + Penalty 2972.281585 = -1095330.348161
  nChanged 67
		SP:Iteration 56Q (10846.270000 sec): 3 clusters
  Score: Raw -1098358.947306 + Penalty 2972.281585 = -1095386.665721
  nChanged 68
		SP:Iteration 57Q (10846.500000 sec): 3 clusters
  Score: Raw -1098409.371394 + Penalty 2972.281585 = -1095437.089809
  nChanged 46
		SP:Iteration 58Q (10846.700000 sec): 3 clusters
  Score: Raw -1098444.694294 + Penalty 2972.281585 = -1095472.412709
  nChanged 44
		SP:Iteration 59Q (10846.880000 sec): 3 clusters
  Score: Raw -1098480.388566 + Penalty 2972.281585 = -1095508.106981
  nChanged 49
		SP:Iteration 60F (10847.090000 sec): 3 clusters
  Score: Raw -1098576.097714 + Penalty 2972.281585 = -1095603.816129
  nChanged 43
		SP:Iteration 61Q (10847.330000 sec): 3 clusters
  Score: Raw -1098640.248492 + Penalty 2972.281585 = -1095667.966907
  nChanged 58
		SP:Iteration 62Q (10847.520000 sec): 3 clusters
  Score: Raw -1098677.950746 + Penalty 2972.281585 = -1095705.669161
  nChanged 49
		SP:Iteration 63Q (10847.730000 sec): 3 clusters
  Score: Raw -1098710.894807 + Penalty 2972.281585 = -1095738.613222
  nChanged 31
		SP:Iteration 64Q (10847.930000 sec): 3 clusters
  Score: Raw -1098722.995881 + Penalty 2972.281585 = -1095750.714296
  nChanged 24
		SP:Iteration 65Q (10848.150000 sec): 3 clusters
  Score: Raw -1098733.647193 + Penalty 2972.281585 = -1095761.365608
  nChanged 24
		SP:Iteration 66Q (10848.360000 sec): 3 clusters
  Score: Raw -1098743.746013 + Penalty 2972.281585 = -1095771.464428
  nChanged 25
		SP:Iteration 67Q (10848.560000 sec): 3 clusters
  Score: Raw -1098752.243523 + Penalty 2972.281585 = -1095779.961938
  nChanged 9
		SP:Iteration 68Q (10848.800000 sec): 3 clusters
  Score: Raw -1098754.438793 + Penalty 2972.281585 = -1095782.157208
  nChanged 3
		SP:Iteration 69Q (10849.030000 sec): 3 clusters
  Score: Raw -1098755.422489 + Penalty 2972.281585 = -1095783.140904
  nChanged 1
		SP:Iteration 70Q (10849.210000 sec): 3 clusters
  Score: Raw -1098755.653031 + Penalty 2972.281585 = -1095783.371446
  nChanged 3
		SP:Iteration 71Q (10849.430000 sec): 3 clusters
  Score: Raw -1098756.686743 + Penalty 2972.281585 = -1095784.405158
  nChanged 2
		SP:Iteration 72Q (10849.640000 sec): 3 clusters
  Score: Raw -1098757.207138 + Penalty 2972.281585 = -1095784.925554
  nChanged 1
		SP:Iteration 73Q (10849.860000 sec): 3 clusters
  Score: Raw -1098757.256080 + Penalty 2972.281585 = -1095784.974495
  nChanged 0
		SP:Iteration 74F (10850.040000 sec): 3 clusters
  Score: Raw -1098757.256080 + Penalty 2972.281585 = -1095784.974495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10850.140000 sec): 2 clusters
  Score: Raw -376457.787207 + Penalty 1309.014711 = -375148.772497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10850.330000 sec): 3 clusters
  Score: Raw -374938.751667 + Penalty 2618.029421 = -372320.722246
  nChanged 1172
		SP:Iteration 1F (10850.530000 sec): 3 clusters
  Score: Raw -375592.884196 + Penalty 2618.029421 = -372974.854775
  nChanged 255
		SP:Iteration 2F (10850.710000 sec): 3 clusters
  Score: Raw -375737.701487 + Penalty 2618.029421 = -373119.672066
  nChanged 155
		SP:Iteration 3Q (10850.920000 sec): 3 clusters
  Score: Raw -375831.253350 + Penalty 2618.029421 = -373213.223929
  nChanged 131
		SP:Iteration 4Q (10851.080000 sec): 3 clusters
  Score: Raw -375904.719534 + Penalty 2618.029421 = -373286.690113
  nChanged 106
		SP:Iteration 5Q (10851.270000 sec): 3 clusters
  Score: Raw -375963.641790 + Penalty 2618.029421 = -373345.612369
  nChanged 89
		SP:Iteration 6Q (10851.430000 sec): 3 clusters
  Score: Raw -376014.206627 + Penalty 2618.029421 = -373396.177206
  nChanged 95
		SP:Iteration 7Q (10851.610000 sec): 3 clusters
  Score: Raw -376060.214681 + Penalty 2618.029421 = -373442.185260
  nChanged 77
		SP:Iteration 8Q (10851.790000 sec): 3 clusters
  Score: Raw -376103.214880 + Penalty 2618.029421 = -373485.185459
  nChanged 73
		SP:Iteration 9Q (10851.960000 sec): 3 clusters
  Score: Raw -376142.109020 + Penalty 2618.029421 = -373524.079599
  nChanged 76
		SP:Iteration 10Q (10852.180000 sec): 3 clusters
  Score: Raw -376178.482975 + Penalty 2618.029421 = -373560.453553
  nChanged 57
		SP:Iteration 11Q (10852.350000 sec): 3 clusters
  Score: Raw -376205.500417 + Penalty 2618.029421 = -373587.470996
  nChanged 52
		SP:Iteration 12Q (10852.520000 sec): 3 clusters
  Score: Raw -376230.220333 + Penalty 2618.029421 = -373612.190912
  nChanged 47
		SP:Iteration 13Q (10852.700000 sec): 3 clusters
  Score: Raw -376249.019780 + Penalty 2618.029421 = -373630.990359
  nChanged 38
		SP:Iteration 14Q (10852.870000 sec): 3 clusters
  Score: Raw -376263.877327 + Penalty 2618.029421 = -373645.847906
  nChanged 36
		SP:Iteration 15Q (10853.060000 sec): 3 clusters
  Score: Raw -376276.642333 + Penalty 2618.029421 = -373658.612912
  nChanged 29
		SP:Iteration 16Q (10853.300000 sec): 3 clusters
  Score: Raw -376288.046314 + Penalty 2618.029421 = -373670.016893
  nChanged 24
		SP:Iteration 17Q (10853.440000 sec): 3 clusters
  Score: Raw -376296.357545 + Penalty 2618.029421 = -373678.328124
  nChanged 31
		SP:Iteration 18Q (10853.620000 sec): 3 clusters
  Score: Raw -376307.576002 + Penalty 2618.029421 = -373689.546581
  nChanged 27
		SP:Iteration 19Q (10853.800000 sec): 3 clusters
  Score: Raw -376318.713210 + Penalty 2618.029421 = -373700.683789
  nChanged 28
		SP:Iteration 20F (10853.980000 sec): 3 clusters
  Score: Raw -376329.498661 + Penalty 2618.029421 = -373711.469239
  nChanged 22
		SP:Iteration 21Q (10854.170000 sec): 3 clusters
  Score: Raw -376335.763114 + Penalty 2618.029421 = -373717.733693
  nChanged 14
		SP:Iteration 22Q (10854.350000 sec): 3 clusters
  Score: Raw -376340.564610 + Penalty 2618.029421 = -373722.535189
  nChanged 19
		SP:Iteration 23Q (10854.510000 sec): 3 clusters
  Score: Raw -376346.251453 + Penalty 2618.029421 = -373728.222031
  nChanged 8
		SP:Iteration 24Q (10854.720000 sec): 3 clusters
  Score: Raw -376348.548794 + Penalty 2618.029421 = -373730.519373
  nChanged 9
		SP:Iteration 25Q (10854.940000 sec): 3 clusters
  Score: Raw -376351.154738 + Penalty 2618.029421 = -373733.125317
  nChanged 9
		SP:Iteration 26Q (10855.120000 sec): 3 clusters
  Score: Raw -376353.560228 + Penalty 2618.029421 = -373735.530807
  nChanged 10
		SP:Iteration 27Q (10855.280000 sec): 3 clusters
  Score: Raw -376356.164706 + Penalty 2618.029421 = -373738.135285
  nChanged 11
		SP:Iteration 28Q (10855.480000 sec): 3 clusters
  Score: Raw -376358.634059 + Penalty 2618.029421 = -373740.604638
  nChanged 9
		SP:Iteration 29Q (10855.680000 sec): 3 clusters
  Score: Raw -376360.504928 + Penalty 2618.029421 = -373742.475507
  nChanged 10
		SP:Iteration 30Q (10855.830000 sec): 3 clusters
  Score: Raw -376362.293621 + Penalty 2618.029421 = -373744.264200
  nChanged 5
		SP:Iteration 31Q (10855.990000 sec): 3 clusters
  Score: Raw -376362.961961 + Penalty 2618.029421 = -373744.932540
  nChanged 5
		SP:Iteration 32Q (10856.180000 sec): 3 clusters
  Score: Raw -376365.109463 + Penalty 2618.029421 = -373747.080042
  nChanged 8
		SP:Iteration 33Q (10856.350000 sec): 3 clusters
  Score: Raw -376366.996017 + Penalty 2618.029421 = -373748.966596
  nChanged 8
		SP:Iteration 34Q (10856.490000 sec): 3 clusters
  Score: Raw -376369.620167 + Penalty 2618.029421 = -373751.590745
  nChanged 9
		SP:Iteration 35Q (10856.670000 sec): 3 clusters
  Score: Raw -376372.771504 + Penalty 2618.029421 = -373754.742083
  nChanged 11
		SP:Iteration 36Q (10856.870000 sec): 3 clusters
  Score: Raw -376376.317834 + Penalty 2618.029421 = -373758.288413
  nChanged 11
		SP:Iteration 37Q (10857.040000 sec): 3 clusters
  Score: Raw -376379.758305 + Penalty 2618.029421 = -373761.728884
  nChanged 10
		SP:Iteration 38Q (10857.220000 sec): 3 clusters
  Score: Raw -376383.319520 + Penalty 2618.029421 = -373765.290099
  nChanged 13
		SP:Iteration 39Q (10857.440000 sec): 3 clusters
  Score: Raw -376387.526777 + Penalty 2618.029421 = -373769.497356
  nChanged 13
		SP:Iteration 40F (10857.580000 sec): 3 clusters
  Score: Raw -376391.044366 + Penalty 2618.029421 = -373773.014945
  nChanged 8
		SP:Iteration 41Q (10857.770000 sec): 3 clusters
  Score: Raw -376393.038858 + Penalty 2618.029421 = -373775.009436
  nChanged 9
		SP:Iteration 42Q (10857.950000 sec): 3 clusters
  Score: Raw -376396.230055 + Penalty 2618.029421 = -373778.200634
  nChanged 8
		SP:Iteration 43Q (10858.150000 sec): 3 clusters
  Score: Raw -376398.293156 + Penalty 2618.029421 = -373780.263735
  nChanged 11
		SP:Iteration 44Q (10858.360000 sec): 3 clusters
  Score: Raw -376400.411148 + Penalty 2618.029421 = -373782.381727
  nChanged 6
		SP:Iteration 45Q (10858.540000 sec): 3 clusters
  Score: Raw -376401.758793 + Penalty 2618.029421 = -373783.729372
  nChanged 7
		SP:Iteration 46Q (10858.730000 sec): 3 clusters
  Score: Raw -376405.941667 + Penalty 2618.029421 = -373787.912245
  nChanged 10
		SP:Iteration 47Q (10858.880000 sec): 3 clusters
  Score: Raw -376409.252305 + Penalty 2618.029421 = -373791.222884
  nChanged 7
		SP:Iteration 48Q (10859.060000 sec): 3 clusters
  Score: Raw -376411.068798 + Penalty 2618.029421 = -373793.039377
  nChanged 7
		SP:Iteration 49Q (10859.210000 sec): 3 clusters
  Score: Raw -376413.350073 + Penalty 2618.029421 = -373795.320652
  nChanged 6
		SP:Iteration 50Q (10859.330000 sec): 3 clusters
  Score: Raw -376415.120384 + Penalty 2618.029421 = -373797.090963
  nChanged 3
		SP:Iteration 51Q (10859.490000 sec): 3 clusters
  Score: Raw -376415.892240 + Penalty 2618.029421 = -373797.862819
  nChanged 2
		SP:Iteration 52Q (10859.660000 sec): 3 clusters
  Score: Raw -376416.461442 + Penalty 2618.029421 = -373798.432021
  nChanged 4
		SP:Iteration 53Q (10859.840000 sec): 3 clusters
  Score: Raw -376417.333493 + Penalty 2618.029421 = -373799.304071
  nChanged 5
		SP:Iteration 54Q (10860.040000 sec): 3 clusters
  Score: Raw -376418.223956 + Penalty 2618.029421 = -373800.194535
  nChanged 3
		SP:Iteration 55Q (10860.200000 sec): 3 clusters
  Score: Raw -376418.609775 + Penalty 2618.029421 = -373800.580354
  nChanged 1
		SP:Iteration 56Q (10860.400000 sec): 3 clusters
  Score: Raw -376418.901897 + Penalty 2618.029421 = -373800.872476
  nChanged 1
		SP:Iteration 57Q (10860.580000 sec): 3 clusters
  Score: Raw -376419.094527 + Penalty 2618.029421 = -373801.065106
  nChanged 2
		SP:Iteration 58Q (10860.760000 sec): 3 clusters
  Score: Raw -376419.314654 + Penalty 2618.029421 = -373801.285233
  nChanged 2
		SP:Iteration 59Q (10860.980000 sec): 3 clusters
  Score: Raw -376419.913245 + Penalty 2618.029421 = -373801.883824
  nChanged 4
		SP:Iteration 60F (10861.130000 sec): 3 clusters
  Score: Raw -376420.557287 + Penalty 2618.029421 = -373802.527866
  nChanged 4
		SP:Iteration 61Q (10861.320000 sec): 3 clusters
  Score: Raw -376421.233991 + Penalty 2618.029421 = -373803.204570
  nChanged 3
		SP:Iteration 62Q (10861.540000 sec): 3 clusters
  Score: Raw -376421.716908 + Penalty 2618.029421 = -373803.687487
  nChanged 2
		SP:Iteration 63Q (10861.690000 sec): 3 clusters
  Score: Raw -376421.941272 + Penalty 2618.029421 = -373803.911851
  nChanged 3
		SP:Iteration 64Q (10861.870000 sec): 3 clusters
  Score: Raw -376422.345516 + Penalty 2618.029421 = -373804.316095
  nChanged 1
		SP:Iteration 65Q (10862.090000 sec): 3 clusters
  Score: Raw -376422.539580 + Penalty 2618.029421 = -373804.510159
  nChanged 1
		SP:Iteration 66Q (10862.270000 sec): 3 clusters
  Score: Raw -376423.604304 + Penalty 2618.029421 = -373805.574882
  nChanged 4
		SP:Iteration 67Q (10862.450000 sec): 3 clusters
  Score: Raw -376424.491617 + Penalty 2618.029421 = -373806.462196
  nChanged 2
		SP:Iteration 68Q (10862.650000 sec): 3 clusters
  Score: Raw -376425.265632 + Penalty 2618.029421 = -373807.236211
  nChanged 3
		SP:Iteration 69Q (10862.800000 sec): 3 clusters
  Score: Raw -376425.834597 + Penalty 2618.029421 = -373807.805176
  nChanged 2
		SP:Iteration 70Q (10862.970000 sec): 3 clusters
  Score: Raw -376426.083046 + Penalty 2618.029421 = -373808.053625
  nChanged 2
		SP:Iteration 71Q (10863.150000 sec): 3 clusters
  Score: Raw -376426.276832 + Penalty 2618.029421 = -373808.247411
  nChanged 1
		SP:Iteration 72Q (10863.370000 sec): 3 clusters
  Score: Raw -376426.421423 + Penalty 2618.029421 = -373808.392002
  nChanged 1
		SP:Iteration 73Q (10863.520000 sec): 3 clusters
  Score: Raw -376426.669895 + Penalty 2618.029421 = -373808.640473
  nChanged 0
		SP:Iteration 74F (10863.710000 sec): 3 clusters
  Score: Raw -376426.669895 + Penalty 2618.029421 = -373808.640473
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (11091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10863.840000 sec): 2 clusters
  Score: Raw -1311934.904055 + Penalty 1513.507003 = -1310421.397052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10864.090000 sec): 3 clusters
  Score: Raw -1305701.579017 + Penalty 3027.014005 = -1302674.565012
  nChanged 4792
		SP:Iteration 1F (10864.330000 sec): 3 clusters
  Score: Raw -1308289.126070 + Penalty 3027.014005 = -1305262.112064
  nChanged 647
		SP:Iteration 2F (10864.570000 sec): 3 clusters
  Score: Raw -1308572.688866 + Penalty 3027.014005 = -1305545.674861
  nChanged 537
		SP:Iteration 3Q (10864.760000 sec): 3 clusters
  Score: Raw -1308806.904923 + Penalty 3027.014005 = -1305779.890918
  nChanged 478
		SP:Iteration 4Q (10864.980000 sec): 3 clusters
  Score: Raw -1309034.023101 + Penalty 3027.014005 = -1306007.009095
  nChanged 460
		SP:Iteration 5Q (10865.190000 sec): 3 clusters
  Score: Raw -1309251.038550 + Penalty 3027.014005 = -1306224.024544
  nChanged 485
		SP:Iteration 6Q (10865.440000 sec): 3 clusters
  Score: Raw -1309500.157993 + Penalty 3027.014005 = -1306473.143988
  nChanged 510
		SP:Iteration 7Q (10865.660000 sec): 3 clusters
  Score: Raw -1309804.794238 + Penalty 3027.014005 = -1306777.780233
  nChanged 501
		SP:Iteration 8Q (10865.850000 sec): 3 clusters
  Score: Raw -1310147.675617 + Penalty 3027.014005 = -1307120.661611
  nChanged 514
		SP:Iteration 9Q (10866.100000 sec): 3 clusters
  Score: Raw -1310531.088312 + Penalty 3027.014005 = -1307504.074307
  nChanged 505
		SP:Iteration 10Q (10866.320000 sec): 3 clusters
  Score: Raw -1310929.135928 + Penalty 3027.014005 = -1307902.121923
  nChanged 464
		SP:Iteration 11Q (10866.530000 sec): 3 clusters
  Score: Raw -1311227.662320 + Penalty 3027.014005 = -1308200.648315
  nChanged 355
		SP:Iteration 12Q (10866.760000 sec): 3 clusters
  Score: Raw -1311417.108003 + Penalty 3027.014005 = -1308390.093997
  nChanged 266
		SP:Iteration 13Q (10866.940000 sec): 3 clusters
  Score: Raw -1311544.581600 + Penalty 3027.014005 = -1308517.567595
  nChanged 215
		SP:Iteration 14Q (10867.190000 sec): 3 clusters
  Score: Raw -1311622.766744 + Penalty 3027.014005 = -1308595.752738
  nChanged 159
		SP:Iteration 15Q (10867.380000 sec): 3 clusters
  Score: Raw -1311676.054014 + Penalty 3027.014005 = -1308649.040009
  nChanged 139
		SP:Iteration 16Q (10867.580000 sec): 3 clusters
  Score: Raw -1311725.668197 + Penalty 3027.014005 = -1308698.654192
  nChanged 131
		SP:Iteration 17Q (10867.790000 sec): 3 clusters
  Score: Raw -1311776.473020 + Penalty 3027.014005 = -1308749.459014
  nChanged 139
		SP:Iteration 18Q (10868.020000 sec): 3 clusters
  Score: Raw -1311833.359353 + Penalty 3027.014005 = -1308806.345348
  nChanged 141
		SP:Iteration 19Q (10868.230000 sec): 3 clusters
  Score: Raw -1311892.039037 + Penalty 3027.014005 = -1308865.025032
  nChanged 120
		SP:Iteration 20F (10868.440000 sec): 3 clusters
  Score: Raw -1311939.424568 + Penalty 3027.014005 = -1308912.410562
  nChanged 109
		SP:Iteration 21Q (10868.680000 sec): 3 clusters
  Score: Raw -1311983.214790 + Penalty 3027.014005 = -1308956.200785
  nChanged 107
		SP:Iteration 22Q (10868.870000 sec): 3 clusters
  Score: Raw -1312026.733243 + Penalty 3027.014005 = -1308999.719237
  nChanged 98
		SP:Iteration 23Q (10869.070000 sec): 3 clusters
  Score: Raw -1312062.406972 + Penalty 3027.014005 = -1309035.392966
  nChanged 74
		SP:Iteration 24Q (10869.280000 sec): 3 clusters
  Score: Raw -1312087.047234 + Penalty 3027.014005 = -1309060.033229
  nChanged 80
		SP:Iteration 25Q (10869.450000 sec): 3 clusters
  Score: Raw -1312113.357256 + Penalty 3027.014005 = -1309086.343251
  nChanged 64
		SP:Iteration 26Q (10869.680000 sec): 3 clusters
  Score: Raw -1312136.596193 + Penalty 3027.014005 = -1309109.582188
  nChanged 65
		SP:Iteration 27Q (10869.890000 sec): 3 clusters
  Score: Raw -1312160.107619 + Penalty 3027.014005 = -1309133.093613
  nChanged 60
		SP:Iteration 28Q (10870.060000 sec): 3 clusters
  Score: Raw -1312176.470290 + Penalty 3027.014005 = -1309149.456285
  nChanged 43
		SP:Iteration 29Q (10870.280000 sec): 3 clusters
  Score: Raw -1312187.127384 + Penalty 3027.014005 = -1309160.113379
  nChanged 42
		SP:Iteration 30Q (10870.490000 sec): 3 clusters
  Score: Raw -1312198.644587 + Penalty 3027.014005 = -1309171.630582
  nChanged 33
		SP:Iteration 31Q (10870.700000 sec): 3 clusters
  Score: Raw -1312207.734871 + Penalty 3027.014005 = -1309180.720866
  nChanged 31
		SP:Iteration 32Q (10870.930000 sec): 3 clusters
  Score: Raw -1312216.564567 + Penalty 3027.014005 = -1309189.550561
  nChanged 37
		SP:Iteration 33Q (10871.120000 sec): 3 clusters
  Score: Raw -1312227.619549 + Penalty 3027.014005 = -1309200.605543
  nChanged 37
		SP:Iteration 34Q (10871.350000 sec): 3 clusters
  Score: Raw -1312239.553793 + Penalty 3027.014005 = -1309212.539787
  nChanged 37
		SP:Iteration 35Q (10871.560000 sec): 3 clusters
  Score: Raw -1312248.355595 + Penalty 3027.014005 = -1309221.341589
  nChanged 31
		SP:Iteration 36Q (10871.790000 sec): 3 clusters
  Score: Raw -1312255.900885 + Penalty 3027.014005 = -1309228.886880
  nChanged 28
		SP:Iteration 37Q (10871.980000 sec): 3 clusters
  Score: Raw -1312264.386578 + Penalty 3027.014005 = -1309237.372573
  nChanged 27
		SP:Iteration 38Q (10872.220000 sec): 3 clusters
  Score: Raw -1312275.034121 + Penalty 3027.014005 = -1309248.020115
  nChanged 26
		SP:Iteration 39Q (10872.450000 sec): 3 clusters
  Score: Raw -1312284.202732 + Penalty 3027.014005 = -1309257.188727
  nChanged 27
		SP:Iteration 40F (10872.640000 sec): 3 clusters
  Score: Raw -1312293.233962 + Penalty 3027.014005 = -1309266.219957
  nChanged 20
		SP:Iteration 41Q (10872.830000 sec): 3 clusters
  Score: Raw -1312298.586052 + Penalty 3027.014005 = -1309271.572047
  nChanged 19
		SP:Iteration 42Q (10873.060000 sec): 3 clusters
  Score: Raw -1312307.081624 + Penalty 3027.014005 = -1309280.067619
  nChanged 29
		SP:Iteration 43Q (10873.260000 sec): 3 clusters
  Score: Raw -1312318.551957 + Penalty 3027.014005 = -1309291.537951
  nChanged 32
		SP:Iteration 44Q (10873.460000 sec): 3 clusters
  Score: Raw -1312332.448307 + Penalty 3027.014005 = -1309305.434302
  nChanged 33
		SP:Iteration 45Q (10873.680000 sec): 3 clusters
  Score: Raw -1312344.930563 + Penalty 3027.014005 = -1309317.916558
  nChanged 26
		SP:Iteration 46Q (10873.910000 sec): 3 clusters
  Score: Raw -1312355.491426 + Penalty 3027.014005 = -1309328.477421
  nChanged 16
		SP:Iteration 47Q (10874.080000 sec): 3 clusters
  Score: Raw -1312359.573570 + Penalty 3027.014005 = -1309332.559564
  nChanged 8
		SP:Iteration 48Q (10874.330000 sec): 3 clusters
  Score: Raw -1312362.810191 + Penalty 3027.014005 = -1309335.796185
  nChanged 16
		SP:Iteration 49Q (10874.520000 sec): 3 clusters
  Score: Raw -1312369.144312 + Penalty 3027.014005 = -1309342.130306
  nChanged 17
		SP:Iteration 50Q (10874.760000 sec): 3 clusters
  Score: Raw -1312375.538108 + Penalty 3027.014005 = -1309348.524102
  nChanged 14
		SP:Iteration 51Q (10874.940000 sec): 3 clusters
  Score: Raw -1312380.700256 + Penalty 3027.014005 = -1309353.686250
  nChanged 11
		SP:Iteration 52Q (10875.180000 sec): 3 clusters
  Score: Raw -1312385.033941 + Penalty 3027.014005 = -1309358.019936
  nChanged 13
		SP:Iteration 53Q (10875.380000 sec): 3 clusters
  Score: Raw -1312389.819695 + Penalty 3027.014005 = -1309362.805689
  nChanged 11
		SP:Iteration 54Q (10875.610000 sec): 3 clusters
  Score: Raw -1312392.782074 + Penalty 3027.014005 = -1309365.768068
  nChanged 6
		SP:Iteration 55Q (10875.840000 sec): 3 clusters
  Score: Raw -1312394.667878 + Penalty 3027.014005 = -1309367.653872
  nChanged 6
		SP:Iteration 56Q (10876.030000 sec): 3 clusters
  Score: Raw -1312397.180588 + Penalty 3027.014005 = -1309370.166582
  nChanged 10
		SP:Iteration 57Q (10876.220000 sec): 3 clusters
  Score: Raw -1312401.240755 + Penalty 3027.014005 = -1309374.226749
  nChanged 9
		SP:Iteration 58Q (10876.450000 sec): 3 clusters
  Score: Raw -1312404.554305 + Penalty 3027.014005 = -1309377.540299
  nChanged 7
		SP:Iteration 59Q (10876.630000 sec): 3 clusters
  Score: Raw -1312407.812945 + Penalty 3027.014005 = -1309380.798940
  nChanged 8
		SP:Iteration 60F (10876.870000 sec): 3 clusters
  Score: Raw -1312413.860409 + Penalty 3027.014005 = -1309386.846404
  nChanged 12
		SP:Iteration 61Q (10877.060000 sec): 3 clusters
  Score: Raw -1312419.878633 + Penalty 3027.014005 = -1309392.864628
  nChanged 11
		SP:Iteration 62Q (10877.290000 sec): 3 clusters
  Score: Raw -1312423.709529 + Penalty 3027.014005 = -1309396.695523
  nChanged 10
		SP:Iteration 63Q (10877.490000 sec): 3 clusters
  Score: Raw -1312429.842924 + Penalty 3027.014005 = -1309402.828918
  nChanged 11
		SP:Iteration 64Q (10877.660000 sec): 3 clusters
  Score: Raw -1312435.397504 + Penalty 3027.014005 = -1309408.383498
  nChanged 8
		SP:Iteration 65Q (10877.860000 sec): 3 clusters
  Score: Raw -1312439.983214 + Penalty 3027.014005 = -1309412.969208
  nChanged 9
		SP:Iteration 66Q (10878.080000 sec): 3 clusters
  Score: Raw -1312445.420345 + Penalty 3027.014005 = -1309418.406339
  nChanged 10
		SP:Iteration 67Q (10878.270000 sec): 3 clusters
  Score: Raw -1312449.046615 + Penalty 3027.014005 = -1309422.032609
  nChanged 7
		SP:Iteration 68Q (10878.520000 sec): 3 clusters
  Score: Raw -1312452.349129 + Penalty 3027.014005 = -1309425.335123
  nChanged 7
		SP:Iteration 69Q (10878.700000 sec): 3 clusters
  Score: Raw -1312454.189228 + Penalty 3027.014005 = -1309427.175222
  nChanged 6
		SP:Iteration 70Q (10878.930000 sec): 3 clusters
  Score: Raw -1312456.726148 + Penalty 3027.014005 = -1309429.712143
  nChanged 5
		SP:Iteration 71Q (10879.140000 sec): 3 clusters
  Score: Raw -1312459.311562 + Penalty 3027.014005 = -1309432.297556
  nChanged 5
		SP:Iteration 72Q (10879.320000 sec): 3 clusters
  Score: Raw -1312461.420903 + Penalty 3027.014005 = -1309434.406897
  nChanged 5
		SP:Iteration 73Q (10879.560000 sec): 3 clusters
  Score: Raw -1312463.015616 + Penalty 3027.014005 = -1309436.001610
  nChanged 3
		SP:Iteration 74Q (10879.760000 sec): 3 clusters
  Score: Raw -1312463.895208 + Penalty 3027.014005 = -1309436.881203
  nChanged 5
		SP:Iteration 75Q (10879.980000 sec): 3 clusters
  Score: Raw -1312465.216842 + Penalty 3027.014005 = -1309438.202837
  nChanged 8
		SP:Iteration 76Q (10880.190000 sec): 3 clusters
  Score: Raw -1312467.249643 + Penalty 3027.014005 = -1309440.235638
  nChanged 4
		SP:Iteration 77Q (10880.410000 sec): 3 clusters
  Score: Raw -1312468.913854 + Penalty 3027.014005 = -1309441.899848
  nChanged 4
		SP:Iteration 78Q (10880.630000 sec): 3 clusters
  Score: Raw -1312470.158802 + Penalty 3027.014005 = -1309443.144796
  nChanged 3
		SP:Iteration 79Q (10880.840000 sec): 3 clusters
  Score: Raw -1312471.750859 + Penalty 3027.014005 = -1309444.736854
  nChanged 3
		SP:Iteration 80F (10881.070000 sec): 3 clusters
  Score: Raw -1312472.681789 + Penalty 3027.014005 = -1309445.667783
  nChanged 2
		SP:Iteration 81Q (10881.270000 sec): 3 clusters
  Score: Raw -1312473.376318 + Penalty 3027.014005 = -1309446.362313
  nChanged 6
		SP:Iteration 82Q (10881.470000 sec): 3 clusters
  Score: Raw -1312475.434742 + Penalty 3027.014005 = -1309448.420737
  nChanged 6
		SP:Iteration 83Q (10881.690000 sec): 3 clusters
  Score: Raw -1312477.465674 + Penalty 3027.014005 = -1309450.451669
  nChanged 7
		SP:Iteration 84Q (10881.890000 sec): 3 clusters
  Score: Raw -1312480.820247 + Penalty 3027.014005 = -1309453.806242
  nChanged 9
		SP:Iteration 85Q (10882.130000 sec): 3 clusters
  Score: Raw -1312484.398845 + Penalty 3027.014005 = -1309457.384840
  nChanged 11
		SP:Iteration 86Q (10882.320000 sec): 3 clusters
  Score: Raw -1312489.997583 + Penalty 3027.014005 = -1309462.983578
  nChanged 18
		SP:Iteration 87Q (10882.570000 sec): 3 clusters
  Score: Raw -1312499.825234 + Penalty 3027.014005 = -1309472.811229
  nChanged 15
		SP:Iteration 88Q (10882.800000 sec): 3 clusters
  Score: Raw -1312508.542123 + Penalty 3027.014005 = -1309481.528117
  nChanged 9
		SP:Iteration 89Q (10882.980000 sec): 3 clusters
  Score: Raw -1312514.189266 + Penalty 3027.014005 = -1309487.175260
  nChanged 16
		SP:Iteration 90Q (10883.240000 sec): 3 clusters
  Score: Raw -1312524.364362 + Penalty 3027.014005 = -1309497.350357
  nChanged 15
		SP:Iteration 91Q (10883.460000 sec): 3 clusters
  Score: Raw -1312531.468144 + Penalty 3027.014005 = -1309504.454139
  nChanged 9
		SP:Iteration 92Q (10883.670000 sec): 3 clusters
  Score: Raw -1312536.007043 + Penalty 3027.014005 = -1309508.993037
  nChanged 8
		SP:Iteration 93Q (10883.890000 sec): 3 clusters
  Score: Raw -1312538.502171 + Penalty 3027.014005 = -1309511.488165
  nChanged 4
		SP:Iteration 94Q (10884.090000 sec): 3 clusters
  Score: Raw -1312541.810635 + Penalty 3027.014005 = -1309514.796630
  nChanged 5
		SP:Iteration 95Q (10884.290000 sec): 3 clusters
  Score: Raw -1312544.770466 + Penalty 3027.014005 = -1309517.756460
  nChanged 6
		SP:Iteration 96Q (10884.530000 sec): 3 clusters
  Score: Raw -1312548.783968 + Penalty 3027.014005 = -1309521.769962
  nChanged 8
		SP:Iteration 97Q (10884.740000 sec): 3 clusters
  Score: Raw -1312553.046030 + Penalty 3027.014005 = -1309526.032025
  nChanged 5
		SP:Iteration 98Q (10884.930000 sec): 3 clusters
  Score: Raw -1312556.036604 + Penalty 3027.014005 = -1309529.022599
  nChanged 3
		SP:Iteration 99Q (10885.140000 sec): 3 clusters
  Score: Raw -1312557.005195 + Penalty 3027.014005 = -1309529.991190
  nChanged 3
		SP:Iteration 100F (10885.380000 sec): 3 clusters
  Score: Raw -1312557.455998 + Penalty 3027.014005 = -1309530.441993
  nChanged 1
		SP:Iteration 101Q (10885.550000 sec): 3 clusters
  Score: Raw -1312557.886389 + Penalty 3027.014005 = -1309530.872384
  nChanged 1
		SP:Iteration 102Q (10885.770000 sec): 3 clusters
  Score: Raw -1312558.063852 + Penalty 3027.014005 = -1309531.049847
  nChanged 0
		SP:Iteration 103F (10885.990000 sec): 3 clusters
  Score: Raw -1312558.063852 + Penalty 3027.014005 = -1309531.049847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10886.110000 sec): 2 clusters
  Score: Raw -406319.507660 + Penalty 1322.611660 = -404996.896000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10886.350000 sec): 3 clusters
  Score: Raw -404682.389295 + Penalty 2645.223321 = -402037.165974
  nChanged 1289
		SP:Iteration 1F (10886.520000 sec): 3 clusters
  Score: Raw -405452.370424 + Penalty 2645.223321 = -402807.147103
  nChanged 252
		SP:Iteration 2F (10886.690000 sec): 3 clusters
  Score: Raw -405588.941681 + Penalty 2645.223321 = -402943.718360
  nChanged 175
		SP:Iteration 3F (10886.860000 sec): 3 clusters
  Score: Raw -405678.169368 + Penalty 2645.223321 = -403032.946048
  nChanged 116
		SP:Iteration 4Q (10887.040000 sec): 3 clusters
  Score: Raw -405729.469215 + Penalty 2645.223321 = -403084.245894
  nChanged 84
		SP:Iteration 5Q (10887.230000 sec): 3 clusters
  Score: Raw -405761.936815 + Penalty 2645.223321 = -403116.713494
  nChanged 57
		SP:Iteration 6Q (10887.400000 sec): 3 clusters
  Score: Raw -405782.196368 + Penalty 2645.223321 = -403136.973048
  nChanged 44
		SP:Iteration 7Q (10887.610000 sec): 3 clusters
  Score: Raw -405797.115542 + Penalty 2645.223321 = -403151.892221
  nChanged 38
		SP:Iteration 8Q (10887.800000 sec): 3 clusters
  Score: Raw -405810.994572 + Penalty 2645.223321 = -403165.771251
  nChanged 35
		SP:Iteration 9Q (10887.950000 sec): 3 clusters
  Score: Raw -405821.432651 + Penalty 2645.223321 = -403176.209330
  nChanged 23
		SP:Iteration 10Q (10888.180000 sec): 3 clusters
  Score: Raw -405828.068624 + Penalty 2645.223321 = -403182.845304
  nChanged 25
		SP:Iteration 11Q (10888.340000 sec): 3 clusters
  Score: Raw -405834.330041 + Penalty 2645.223321 = -403189.106720
  nChanged 21
		SP:Iteration 12Q (10888.520000 sec): 3 clusters
  Score: Raw -405840.857830 + Penalty 2645.223321 = -403195.634509
  nChanged 21
		SP:Iteration 13Q (10888.720000 sec): 3 clusters
  Score: Raw -405849.280545 + Penalty 2645.223321 = -403204.057224
  nChanged 25
		SP:Iteration 14Q (10888.900000 sec): 3 clusters
  Score: Raw -405856.523116 + Penalty 2645.223321 = -403211.299795
  nChanged 20
		SP:Iteration 15Q (10889.100000 sec): 3 clusters
  Score: Raw -405862.498210 + Penalty 2645.223321 = -403217.274890
  nChanged 21
		SP:Iteration 16Q (10889.270000 sec): 3 clusters
  Score: Raw -405868.107289 + Penalty 2645.223321 = -403222.883968
  nChanged 18
		SP:Iteration 17Q (10889.470000 sec): 3 clusters
  Score: Raw -405874.614569 + Penalty 2645.223321 = -403229.391248
  nChanged 15
		SP:Iteration 18Q (10889.690000 sec): 3 clusters
  Score: Raw -405879.568062 + Penalty 2645.223321 = -403234.344741
  nChanged 19
		SP:Iteration 19Q (10889.840000 sec): 3 clusters
  Score: Raw -405886.123419 + Penalty 2645.223321 = -403240.900098
  nChanged 16
		SP:Iteration 20F (10890.040000 sec): 3 clusters
  Score: Raw -405891.079367 + Penalty 2645.223321 = -403245.856046
  nChanged 15
		SP:Iteration 21Q (10890.230000 sec): 3 clusters
  Score: Raw -405895.516696 + Penalty 2645.223321 = -403250.293376
  nChanged 11
		SP:Iteration 22Q (10890.420000 sec): 3 clusters
  Score: Raw -405898.737865 + Penalty 2645.223321 = -403253.514544
  nChanged 12
		SP:Iteration 23Q (10890.620000 sec): 3 clusters
  Score: Raw -405902.367968 + Penalty 2645.223321 = -403257.144647
  nChanged 16
		SP:Iteration 24Q (10890.800000 sec): 3 clusters
  Score: Raw -405906.757536 + Penalty 2645.223321 = -403261.534215
  nChanged 16
		SP:Iteration 25Q (10891.000000 sec): 3 clusters
  Score: Raw -405911.037445 + Penalty 2645.223321 = -403265.814124
  nChanged 14
		SP:Iteration 26Q (10891.160000 sec): 3 clusters
  Score: Raw -405915.306752 + Penalty 2645.223321 = -403270.083431
  nChanged 6
		SP:Iteration 27Q (10891.360000 sec): 3 clusters
  Score: Raw -405916.558206 + Penalty 2645.223321 = -403271.334886
  nChanged 7
		SP:Iteration 28Q (10891.560000 sec): 3 clusters
  Score: Raw -405918.244096 + Penalty 2645.223321 = -403273.020776
  nChanged 5
		SP:Iteration 29Q (10891.730000 sec): 3 clusters
  Score: Raw -405919.542966 + Penalty 2645.223321 = -403274.319645
  nChanged 4
		SP:Iteration 30Q (10891.920000 sec): 3 clusters
  Score: Raw -405920.935575 + Penalty 2645.223321 = -403275.712254
  nChanged 8
		SP:Iteration 31Q (10892.090000 sec): 3 clusters
  Score: Raw -405923.878907 + Penalty 2645.223321 = -403278.655587
  nChanged 11
		SP:Iteration 32Q (10892.290000 sec): 3 clusters
  Score: Raw -405928.335435 + Penalty 2645.223321 = -403283.112114
  nChanged 8
		SP:Iteration 33Q (10892.450000 sec): 3 clusters
  Score: Raw -405930.647329 + Penalty 2645.223321 = -403285.424009
  nChanged 9
		SP:Iteration 34Q (10892.580000 sec): 3 clusters
  Score: Raw -405932.206663 + Penalty 2645.223321 = -403286.983342
  nChanged 7
		SP:Iteration 35Q (10892.760000 sec): 3 clusters
  Score: Raw -405933.827096 + Penalty 2645.223321 = -403288.603776
  nChanged 8
		SP:Iteration 36Q (10892.960000 sec): 3 clusters
  Score: Raw -405935.775684 + Penalty 2645.223321 = -403290.552364
  nChanged 7
		SP:Iteration 37Q (10893.160000 sec): 3 clusters
  Score: Raw -405936.953004 + Penalty 2645.223321 = -403291.729684
  nChanged 7
		SP:Iteration 38Q (10893.330000 sec): 3 clusters
  Score: Raw -405938.714883 + Penalty 2645.223321 = -403293.491563
  nChanged 9
		SP:Iteration 39Q (10893.500000 sec): 3 clusters
  Score: Raw -405941.382869 + Penalty 2645.223321 = -403296.159549
  nChanged 11
		SP:Iteration 40F (10893.710000 sec): 3 clusters
  Score: Raw -405944.570031 + Penalty 2645.223321 = -403299.346710
  nChanged 14
		SP:Iteration 41Q (10893.890000 sec): 3 clusters
  Score: Raw -405949.238842 + Penalty 2645.223321 = -403304.015521
  nChanged 11
		SP:Iteration 42Q (10894.040000 sec): 3 clusters
  Score: Raw -405952.829307 + Penalty 2645.223321 = -403307.605986
  nChanged 11
		SP:Iteration 43Q (10894.220000 sec): 3 clusters
  Score: Raw -405955.540025 + Penalty 2645.223321 = -403310.316705
  nChanged 9
		SP:Iteration 44Q (10894.420000 sec): 3 clusters
  Score: Raw -405958.004756 + Penalty 2645.223321 = -403312.781436
  nChanged 11
		SP:Iteration 45Q (10894.620000 sec): 3 clusters
  Score: Raw -405961.293906 + Penalty 2645.223321 = -403316.070586
  nChanged 9
		SP:Iteration 46Q (10894.790000 sec): 3 clusters
  Score: Raw -405963.238250 + Penalty 2645.223321 = -403318.014929
  nChanged 9
		SP:Iteration 47Q (10895.000000 sec): 3 clusters
  Score: Raw -405966.445969 + Penalty 2645.223321 = -403321.222649
  nChanged 12
		SP:Iteration 48Q (10895.190000 sec): 3 clusters
  Score: Raw -405968.577000 + Penalty 2645.223321 = -403323.353679
  nChanged 2
		SP:Iteration 49Q (10895.360000 sec): 3 clusters
  Score: Raw -405969.145264 + Penalty 2645.223321 = -403323.921943
  nChanged 5
		SP:Iteration 50Q (10895.530000 sec): 3 clusters
  Score: Raw -405970.026314 + Penalty 2645.223321 = -403324.802993
  nChanged 5
		SP:Iteration 51Q (10895.750000 sec): 3 clusters
  Score: Raw -405971.183945 + Penalty 2645.223321 = -403325.960624
  nChanged 4
		SP:Iteration 52Q (10895.920000 sec): 3 clusters
  Score: Raw -405971.777926 + Penalty 2645.223321 = -403326.554605
  nChanged 3
		SP:Iteration 53Q (10896.100000 sec): 3 clusters
  Score: Raw -405972.191501 + Penalty 2645.223321 = -403326.968180
  nChanged 1
		SP:Iteration 54Q (10896.300000 sec): 3 clusters
  Score: Raw -405972.549107 + Penalty 2645.223321 = -403327.325786
  nChanged 0
		SP:Iteration 55F (10896.520000 sec): 3 clusters
  Score: Raw -405972.549107 + Penalty 2645.223321 = -403327.325786
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (15590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10896.680000 sec): 2 clusters
  Score: Raw -1853039.656401 + Penalty 1568.837556 = -1851470.818844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10896.910000 sec): 3 clusters
  Score: Raw -1843776.186375 + Penalty 3137.675113 = -1840638.511262
  nChanged 6959
		SP:Iteration 1F (10897.150000 sec): 3 clusters
  Score: Raw -1847599.896176 + Penalty 3137.675113 = -1844462.221064
  nChanged 858
		SP:Iteration 2F (10897.450000 sec): 3 clusters
  Score: Raw -1847930.999857 + Penalty 3137.675113 = -1844793.324745
  nChanged 761
		SP:Iteration 3Q (10897.690000 sec): 3 clusters
  Score: Raw -1848227.873533 + Penalty 3137.675113 = -1845090.198420
  nChanged 711
		SP:Iteration 4Q (10897.960000 sec): 3 clusters
  Score: Raw -1848549.861420 + Penalty 3137.675113 = -1845412.186308
  nChanged 702
		SP:Iteration 5Q (10898.190000 sec): 3 clusters
  Score: Raw -1848894.621942 + Penalty 3137.675113 = -1845756.946830
  nChanged 725
		SP:Iteration 6Q (10898.450000 sec): 3 clusters
  Score: Raw -1849275.330183 + Penalty 3137.675113 = -1846137.655070
  nChanged 739
		SP:Iteration 7Q (10898.700000 sec): 3 clusters
  Score: Raw -1849696.161609 + Penalty 3137.675113 = -1846558.486496
  nChanged 761
		SP:Iteration 8Q (10898.960000 sec): 3 clusters
  Score: Raw -1850166.195494 + Penalty 3137.675113 = -1847028.520382
  nChanged 706
		SP:Iteration 9Q (10899.190000 sec): 3 clusters
  Score: Raw -1850619.948210 + Penalty 3137.675113 = -1847482.273098
  nChanged 652
		SP:Iteration 10Q (10899.420000 sec): 3 clusters
  Score: Raw -1851065.922732 + Penalty 3137.675113 = -1847928.247620
  nChanged 600
		SP:Iteration 11Q (10899.640000 sec): 3 clusters
  Score: Raw -1851444.177366 + Penalty 3137.675113 = -1848306.502253
  nChanged 503
		SP:Iteration 12Q (10899.920000 sec): 3 clusters
  Score: Raw -1851749.659710 + Penalty 3137.675113 = -1848611.984597
  nChanged 356
		SP:Iteration 13Q (10900.140000 sec): 3 clusters
  Score: Raw -1851928.859864 + Penalty 3137.675113 = -1848791.184752
  nChanged 285
		SP:Iteration 14Q (10900.340000 sec): 3 clusters
  Score: Raw -1852053.443116 + Penalty 3137.675113 = -1848915.768003
  nChanged 219
		SP:Iteration 15Q (10900.590000 sec): 3 clusters
  Score: Raw -1852134.429261 + Penalty 3137.675113 = -1848996.754149
  nChanged 196
		SP:Iteration 16Q (10900.830000 sec): 3 clusters
  Score: Raw -1852201.166150 + Penalty 3137.675113 = -1849063.491037
  nChanged 159
		SP:Iteration 17Q (10901.080000 sec): 3 clusters
  Score: Raw -1852254.072744 + Penalty 3137.675113 = -1849116.397632
  nChanged 150
		SP:Iteration 18Q (10901.320000 sec): 3 clusters
  Score: Raw -1852302.681244 + Penalty 3137.675113 = -1849165.006131
  nChanged 141
		SP:Iteration 19Q (10901.570000 sec): 3 clusters
  Score: Raw -1852348.333759 + Penalty 3137.675113 = -1849210.658646
  nChanged 132
		SP:Iteration 20F (10901.840000 sec): 3 clusters
  Score: Raw -1852387.698788 + Penalty 3137.675113 = -1849250.023675
  nChanged 127
		SP:Iteration 21Q (10902.050000 sec): 3 clusters
  Score: Raw -1852428.048076 + Penalty 3137.675113 = -1849290.372963
  nChanged 112
		SP:Iteration 22Q (10902.240000 sec): 3 clusters
  Score: Raw -1852465.936532 + Penalty 3137.675113 = -1849328.261420
  nChanged 97
		SP:Iteration 23Q (10902.480000 sec): 3 clusters
  Score: Raw -1852496.831464 + Penalty 3137.675113 = -1849359.156351
  nChanged 93
		SP:Iteration 24Q (10902.730000 sec): 3 clusters
  Score: Raw -1852525.273647 + Penalty 3137.675113 = -1849387.598535
  nChanged 96
		SP:Iteration 25Q (10902.930000 sec): 3 clusters
  Score: Raw -1852556.867059 + Penalty 3137.675113 = -1849419.191946
  nChanged 86
		SP:Iteration 26Q (10903.130000 sec): 3 clusters
  Score: Raw -1852580.838820 + Penalty 3137.675113 = -1849443.163707
  nChanged 84
		SP:Iteration 27Q (10903.340000 sec): 3 clusters
  Score: Raw -1852610.646629 + Penalty 3137.675113 = -1849472.971516
  nChanged 77
		SP:Iteration 28Q (10903.610000 sec): 3 clusters
  Score: Raw -1852635.491074 + Penalty 3137.675113 = -1849497.815961
  nChanged 83
		SP:Iteration 29Q (10903.830000 sec): 3 clusters
  Score: Raw -1852666.603113 + Penalty 3137.675113 = -1849528.928000
  nChanged 83
		SP:Iteration 30Q (10904.070000 sec): 3 clusters
  Score: Raw -1852703.024203 + Penalty 3137.675113 = -1849565.349091
  nChanged 91
		SP:Iteration 31Q (10904.270000 sec): 3 clusters
  Score: Raw -1852744.226539 + Penalty 3137.675113 = -1849606.551426
  nChanged 102
		SP:Iteration 32Q (10904.530000 sec): 3 clusters
  Score: Raw -1852792.857992 + Penalty 3137.675113 = -1849655.182879
  nChanged 106
		SP:Iteration 33Q (10904.730000 sec): 3 clusters
  Score: Raw -1852848.223258 + Penalty 3137.675113 = -1849710.548145
  nChanged 93
		SP:Iteration 34Q (10904.980000 sec): 3 clusters
  Score: Raw -1852895.585916 + Penalty 3137.675113 = -1849757.910803
  nChanged 97
		SP:Iteration 35Q (10905.220000 sec): 3 clusters
  Score: Raw -1852941.511230 + Penalty 3137.675113 = -1849803.836118
  nChanged 91
		SP:Iteration 36Q (10905.450000 sec): 3 clusters
  Score: Raw -1852982.655371 + Penalty 3137.675113 = -1849844.980258
  nChanged 75
		SP:Iteration 37Q (10905.710000 sec): 3 clusters
  Score: Raw -1853025.065384 + Penalty 3137.675113 = -1849887.390271
  nChanged 75
		SP:Iteration 38Q (10905.900000 sec): 3 clusters
  Score: Raw -1853059.128800 + Penalty 3137.675113 = -1849921.453688
  nChanged 61
		SP:Iteration 39Q (10906.160000 sec): 3 clusters
  Score: Raw -1853084.915696 + Penalty 3137.675113 = -1849947.240584
  nChanged 47
		SP:Iteration 40F (10906.390000 sec): 3 clusters
  Score: Raw -1853106.520027 + Penalty 3137.675113 = -1849968.844914
  nChanged 41
		SP:Iteration 41Q (10906.610000 sec): 3 clusters
  Score: Raw -1853119.966286 + Penalty 3137.675113 = -1849982.291174
  nChanged 40
		SP:Iteration 42Q (10906.850000 sec): 3 clusters
  Score: Raw -1853132.986163 + Penalty 3137.675113 = -1849995.311051
  nChanged 30
		SP:Iteration 43Q (10907.080000 sec): 3 clusters
  Score: Raw -1853145.463540 + Penalty 3137.675113 = -1850007.788427
  nChanged 29
		SP:Iteration 44Q (10907.330000 sec): 3 clusters
  Score: Raw -1853154.873364 + Penalty 3137.675113 = -1850017.198251
  nChanged 17
		SP:Iteration 45Q (10907.570000 sec): 3 clusters
  Score: Raw -1853160.609578 + Penalty 3137.675113 = -1850022.934466
  nChanged 18
		SP:Iteration 46Q (10907.790000 sec): 3 clusters
  Score: Raw -1853170.287994 + Penalty 3137.675113 = -1850032.612881
  nChanged 20
		SP:Iteration 47Q (10908.000000 sec): 3 clusters
  Score: Raw -1853176.067532 + Penalty 3137.675113 = -1850038.392419
  nChanged 12
		SP:Iteration 48Q (10908.270000 sec): 3 clusters
  Score: Raw -1853180.273475 + Penalty 3137.675113 = -1850042.598363
  nChanged 14
		SP:Iteration 49Q (10908.490000 sec): 3 clusters
  Score: Raw -1853184.496249 + Penalty 3137.675113 = -1850046.821137
  nChanged 9
		SP:Iteration 50Q (10908.730000 sec): 3 clusters
  Score: Raw -1853187.056107 + Penalty 3137.675113 = -1850049.380994
  nChanged 13
		SP:Iteration 51Q (10908.970000 sec): 3 clusters
  Score: Raw -1853192.195094 + Penalty 3137.675113 = -1850054.519981
  nChanged 8
		SP:Iteration 52Q (10909.220000 sec): 3 clusters
  Score: Raw -1853194.926460 + Penalty 3137.675113 = -1850057.251348
  nChanged 10
		SP:Iteration 53Q (10909.440000 sec): 3 clusters
  Score: Raw -1853199.214067 + Penalty 3137.675113 = -1850061.538954
  nChanged 15
		SP:Iteration 54Q (10909.700000 sec): 3 clusters
  Score: Raw -1853203.318105 + Penalty 3137.675113 = -1850065.642993
  nChanged 10
		SP:Iteration 55Q (10909.950000 sec): 3 clusters
  Score: Raw -1853205.967747 + Penalty 3137.675113 = -1850068.292634
  nChanged 5
		SP:Iteration 56Q (10910.160000 sec): 3 clusters
  Score: Raw -1853207.099443 + Penalty 3137.675113 = -1850069.424331
  nChanged 4
		SP:Iteration 57Q (10910.380000 sec): 3 clusters
  Score: Raw -1853207.666666 + Penalty 3137.675113 = -1850069.991554
  nChanged 3
		SP:Iteration 58Q (10910.620000 sec): 3 clusters
  Score: Raw -1853208.498874 + Penalty 3137.675113 = -1850070.823761
  nChanged 3
		SP:Iteration 59Q (10910.850000 sec): 3 clusters
  Score: Raw -1853209.212936 + Penalty 3137.675113 = -1850071.537823
  nChanged 1
		SP:Iteration 60F (10911.100000 sec): 3 clusters
  Score: Raw -1853209.337705 + Penalty 3137.675113 = -1850071.662592
  nChanged 1
		SP:Iteration 61Q (10911.310000 sec): 3 clusters
  Score: Raw -1853209.797287 + Penalty 3137.675113 = -1850072.122174
  nChanged 5
		SP:Iteration 62Q (10911.540000 sec): 3 clusters
  Score: Raw -1853211.425260 + Penalty 3137.675113 = -1850073.750147
  nChanged 7
		SP:Iteration 63Q (10911.750000 sec): 3 clusters
  Score: Raw -1853213.242806 + Penalty 3137.675113 = -1850075.567693
  nChanged 7
		SP:Iteration 64Q (10911.990000 sec): 3 clusters
  Score: Raw -1853215.068840 + Penalty 3137.675113 = -1850077.393727
  nChanged 4
		SP:Iteration 65Q (10912.200000 sec): 3 clusters
  Score: Raw -1853216.032484 + Penalty 3137.675113 = -1850078.357372
  nChanged 3
		SP:Iteration 66Q (10912.430000 sec): 3 clusters
  Score: Raw -1853216.740969 + Penalty 3137.675113 = -1850079.065856
  nChanged 5
		SP:Iteration 67Q (10912.660000 sec): 3 clusters
  Score: Raw -1853217.639765 + Penalty 3137.675113 = -1850079.964652
  nChanged 2
		SP:Iteration 68Q (10912.910000 sec): 3 clusters
  Score: Raw -1853217.923076 + Penalty 3137.675113 = -1850080.247963
  nChanged 0
		SP:Iteration 69F (10913.130000 sec): 3 clusters
  Score: Raw -1853217.923076 + Penalty 3137.675113 = -1850080.247963
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (2210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10913.270000 sec): 2 clusters
  Score: Raw -244930.711571 + Penalty 1251.371517 = -243679.340055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10913.420000 sec): 3 clusters
  Score: Raw -243990.695266 + Penalty 2502.743033 = -241487.952232
  nChanged 827
		SP:Iteration 1F (10913.610000 sec): 3 clusters
  Score: Raw -244627.854972 + Penalty 2502.743033 = -242125.111939
  nChanged 224
		SP:Iteration 2F (10913.740000 sec): 3 clusters
  Score: Raw -244947.689101 + Penalty 2502.743033 = -242444.946068
  nChanged 185
		SP:Iteration 3F (10913.940000 sec): 3 clusters
  Score: Raw -245238.971617 + Penalty 2502.743033 = -242736.228584
  nChanged 158
		SP:Iteration 4F (10914.090000 sec): 3 clusters
  Score: Raw -245473.017565 + Penalty 2502.743033 = -242970.274532
  nChanged 137
		SP:Iteration 5F (10914.280000 sec): 3 clusters
  Score: Raw -245652.979900 + Penalty 2502.743033 = -243150.236867
  nChanged 77
		SP:Iteration 6Q (10914.460000 sec): 3 clusters
  Score: Raw -245743.895784 + Penalty 2502.743033 = -243241.152750
  nChanged 66
		SP:Iteration 7Q (10914.630000 sec): 3 clusters
  Score: Raw -245835.183875 + Penalty 2502.743033 = -243332.440842
  nChanged 70
		SP:Iteration 8Q (10914.770000 sec): 3 clusters
  Score: Raw -245970.155105 + Penalty 2502.743033 = -243467.412072
  nChanged 58
		SP:Iteration 9Q (10914.960000 sec): 3 clusters
  Score: Raw -246055.664608 + Penalty 2502.743033 = -243552.921575
  nChanged 48
		SP:Iteration 10Q (10915.160000 sec): 3 clusters
  Score: Raw -246119.654233 + Penalty 2502.743033 = -243616.911200
  nChanged 34
		SP:Iteration 11Q (10915.350000 sec): 3 clusters
  Score: Raw -246176.952144 + Penalty 2502.743033 = -243674.209111
  nChanged 16
		SP:Iteration 12Q (10915.530000 sec): 3 clusters
  Score: Raw -246193.834345 + Penalty 2502.743033 = -243691.091311
  nChanged 9
		SP:Iteration 13Q (10915.670000 sec): 3 clusters
  Score: Raw -246201.477535 + Penalty 2502.743033 = -243698.734502
  nChanged 5
		SP:Iteration 14Q (10915.890000 sec): 3 clusters
  Score: Raw -246204.739272 + Penalty 2502.743033 = -243701.996239
  nChanged 4
		SP:Iteration 15Q (10916.060000 sec): 3 clusters
  Score: Raw -246207.198257 + Penalty 2502.743033 = -243704.455224
  nChanged 3
		SP:Iteration 16Q (10916.220000 sec): 3 clusters
  Score: Raw -246210.077328 + Penalty 2502.743033 = -243707.334295
  nChanged 4
		SP:Iteration 17Q (10916.380000 sec): 3 clusters
  Score: Raw -246216.647611 + Penalty 2502.743033 = -243713.904578
  nChanged 7
		SP:Iteration 18Q (10916.510000 sec): 3 clusters
  Score: Raw -246225.169295 + Penalty 2502.743033 = -243722.426262
  nChanged 15
		SP:Iteration 19Q (10916.720000 sec): 3 clusters
  Score: Raw -246243.739190 + Penalty 2502.743033 = -243740.996157
  nChanged 10
		SP:Iteration 20F (10916.880000 sec): 3 clusters
  Score: Raw -246255.420662 + Penalty 2502.743033 = -243752.677629
  nChanged 10
		SP:Iteration 21Q (10917.070000 sec): 3 clusters
  Score: Raw -246265.912475 + Penalty 2502.743033 = -243763.169442
  nChanged 8
		SP:Iteration 22Q (10917.260000 sec): 3 clusters
  Score: Raw -246271.110906 + Penalty 2502.743033 = -243768.367873
  nChanged 2
		SP:Iteration 23Q (10917.420000 sec): 3 clusters
  Score: Raw -246272.002881 + Penalty 2502.743033 = -243769.259848
  nChanged 2
		SP:Iteration 24Q (10917.620000 sec): 3 clusters
  Score: Raw -246273.897391 + Penalty 2502.743033 = -243771.154358
  nChanged 2
		SP:Iteration 25Q (10917.800000 sec): 3 clusters
  Score: Raw -246274.846528 + Penalty 2502.743033 = -243772.103494
  nChanged 1
		SP:Iteration 26Q (10917.980000 sec): 3 clusters
  Score: Raw -246275.084913 + Penalty 2502.743033 = -243772.341880
  nChanged 0
		SP:Iteration 27F (10918.170000 sec): 3 clusters
  Score: Raw -246275.084913 + Penalty 2502.743033 = -243772.341880
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10918.260000 sec): 2 clusters
  Score: Raw -437277.851341 + Penalty 1335.859228 = -435941.992114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10918.460000 sec): 3 clusters
  Score: Raw -435487.545418 + Penalty 2671.718455 = -432815.826963
  nChanged 1443
		SP:Iteration 1F (10918.630000 sec): 3 clusters
  Score: Raw -436370.532099 + Penalty 2671.718455 = -433698.813644
  nChanged 300
		SP:Iteration 2F (10918.850000 sec): 3 clusters
  Score: Raw -436652.829227 + Penalty 2671.718455 = -433981.110772
  nChanged 275
		SP:Iteration 3F (10919.010000 sec): 3 clusters
  Score: Raw -436934.934479 + Penalty 2671.718455 = -434263.216024
  nChanged 251
		SP:Iteration 4F (10919.190000 sec): 3 clusters
  Score: Raw -437221.901626 + Penalty 2671.718455 = -434550.183170
  nChanged 241
		SP:Iteration 5F (10919.420000 sec): 3 clusters
  Score: Raw -437507.178473 + Penalty 2671.718455 = -434835.460017
  nChanged 210
		SP:Iteration 6F (10919.570000 sec): 3 clusters
  Score: Raw -437753.125771 + Penalty 2671.718455 = -435081.407316
  nChanged 164
		SP:Iteration 7Q (10919.770000 sec): 3 clusters
  Score: Raw -437905.535830 + Penalty 2671.718455 = -435233.817374
  nChanged 129
		SP:Iteration 8Q (10919.940000 sec): 3 clusters
  Score: Raw -437998.135028 + Penalty 2671.718455 = -435326.416573
  nChanged 78
		SP:Iteration 9Q (10920.150000 sec): 3 clusters
  Score: Raw -438040.587893 + Penalty 2671.718455 = -435368.869438
  nChanged 49
		SP:Iteration 10Q (10920.330000 sec): 3 clusters
  Score: Raw -438065.521750 + Penalty 2671.718455 = -435393.803295
  nChanged 29
		SP:Iteration 11Q (10920.510000 sec): 3 clusters
  Score: Raw -438078.497322 + Penalty 2671.718455 = -435406.778867
  nChanged 16
		SP:Iteration 12Q (10920.700000 sec): 3 clusters
  Score: Raw -438083.159141 + Penalty 2671.718455 = -435411.440686
  nChanged 6
		SP:Iteration 13Q (10920.870000 sec): 3 clusters
  Score: Raw -438084.567510 + Penalty 2671.718455 = -435412.849054
  nChanged 7
		SP:Iteration 14Q (10921.070000 sec): 3 clusters
  Score: Raw -438086.162586 + Penalty 2671.718455 = -435414.444130
  nChanged 2
		SP:Iteration 15Q (10921.260000 sec): 3 clusters
  Score: Raw -438086.544301 + Penalty 2671.718455 = -435414.825846
  nChanged 1
		SP:Iteration 16Q (10921.420000 sec): 3 clusters
  Score: Raw -438086.831165 + Penalty 2671.718455 = -435415.112710
  nChanged 1
		SP:Iteration 17Q (10921.610000 sec): 3 clusters
  Score: Raw -438086.980109 + Penalty 2671.718455 = -435415.261653
  nChanged 1
		SP:Iteration 18Q (10921.790000 sec): 3 clusters
  Score: Raw -438087.111453 + Penalty 2671.718455 = -435415.392998
  nChanged 1
		SP:Iteration 19Q (10921.960000 sec): 3 clusters
  Score: Raw -438087.483460 + Penalty 2671.718455 = -435415.765005
  nChanged 1
		SP:Iteration 20F (10922.130000 sec): 3 clusters
  Score: Raw -438087.589864 + Penalty 2671.718455 = -435415.871409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (4673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10922.220000 sec): 2 clusters
  Score: Raw -554850.865523 + Penalty 1373.052938 = -553477.812585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10922.410000 sec): 3 clusters
  Score: Raw -552470.894491 + Penalty 2746.105876 = -549724.788614
  nChanged 1863
		SP:Iteration 1F (10922.610000 sec): 3 clusters
  Score: Raw -553547.763138 + Penalty 2746.105876 = -550801.657262
  nChanged 362
		SP:Iteration 2F (10922.810000 sec): 3 clusters
  Score: Raw -553783.391234 + Penalty 2746.105876 = -551037.285358
  nChanged 311
		SP:Iteration 3F (10923.010000 sec): 3 clusters
  Score: Raw -553997.772739 + Penalty 2746.105876 = -551251.666863
  nChanged 279
		SP:Iteration 4F (10923.180000 sec): 3 clusters
  Score: Raw -554222.634867 + Penalty 2746.105876 = -551476.528991
  nChanged 264
		SP:Iteration 5F (10923.370000 sec): 3 clusters
  Score: Raw -554466.394640 + Penalty 2746.105876 = -551720.288763
  nChanged 248
		SP:Iteration 6F (10923.540000 sec): 3 clusters
  Score: Raw -554759.315329 + Penalty 2746.105876 = -552013.209453
  nChanged 204
		SP:Iteration 7Q (10923.700000 sec): 3 clusters
  Score: Raw -555016.157405 + Penalty 2746.105876 = -552270.051529
  nChanged 168
		SP:Iteration 8Q (10923.930000 sec): 3 clusters
  Score: Raw -555161.521130 + Penalty 2746.105876 = -552415.415254
  nChanged 123
		SP:Iteration 9Q (10924.090000 sec): 3 clusters
  Score: Raw -555274.370215 + Penalty 2746.105876 = -552528.264338
  nChanged 90
		SP:Iteration 10Q (10924.270000 sec): 3 clusters
  Score: Raw -555353.134966 + Penalty 2746.105876 = -552607.029090
  nChanged 56
		SP:Iteration 11Q (10924.460000 sec): 3 clusters
  Score: Raw -555402.388538 + Penalty 2746.105876 = -552656.282662
  nChanged 42
		SP:Iteration 12Q (10924.650000 sec): 3 clusters
  Score: Raw -555441.789813 + Penalty 2746.105876 = -552695.683937
  nChanged 27
		SP:Iteration 13Q (10924.850000 sec): 3 clusters
  Score: Raw -555473.073889 + Penalty 2746.105876 = -552726.968013
  nChanged 26
		SP:Iteration 14Q (10925.070000 sec): 3 clusters
  Score: Raw -555506.438236 + Penalty 2746.105876 = -552760.332359
  nChanged 30
		SP:Iteration 15Q (10925.250000 sec): 3 clusters
  Score: Raw -555536.524348 + Penalty 2746.105876 = -552790.418472
  nChanged 13
		SP:Iteration 16Q (10925.440000 sec): 3 clusters
  Score: Raw -555550.801805 + Penalty 2746.105876 = -552804.695929
  nChanged 8
		SP:Iteration 17Q (10925.620000 sec): 3 clusters
  Score: Raw -555558.317542 + Penalty 2746.105876 = -552812.211665
  nChanged 12
		SP:Iteration 18Q (10925.810000 sec): 3 clusters
  Score: Raw -555570.696609 + Penalty 2746.105876 = -552824.590733
  nChanged 13
		SP:Iteration 19Q (10926.000000 sec): 3 clusters
  Score: Raw -555585.203537 + Penalty 2746.105876 = -552839.097661
  nChanged 12
		SP:Iteration 20F (10926.200000 sec): 3 clusters
  Score: Raw -555593.025442 + Penalty 2746.105876 = -552846.919566
  nChanged 4
		SP:Iteration 21Q (10926.390000 sec): 3 clusters
  Score: Raw -555597.191979 + Penalty 2746.105876 = -552851.086103
  nChanged 3
		SP:Iteration 22Q (10926.570000 sec): 3 clusters
  Score: Raw -555600.061582 + Penalty 2746.105876 = -552853.955706
  nChanged 5
		SP:Iteration 23Q (10926.790000 sec): 3 clusters
  Score: Raw -555604.255019 + Penalty 2746.105876 = -552858.149143
  nChanged 3
		SP:Iteration 24Q (10926.980000 sec): 3 clusters
  Score: Raw -555607.420493 + Penalty 2746.105876 = -552861.314617
  nChanged 5
		SP:Iteration 25Q (10927.170000 sec): 3 clusters
  Score: Raw -555613.742717 + Penalty 2746.105876 = -552867.636841
  nChanged 4
		SP:Iteration 26Q (10927.340000 sec): 3 clusters
  Score: Raw -555622.605796 + Penalty 2746.105876 = -552876.499920
  nChanged 10
		SP:Iteration 27Q (10927.540000 sec): 3 clusters
  Score: Raw -555633.307412 + Penalty 2746.105876 = -552887.201536
  nChanged 5
		SP:Iteration 28Q (10927.730000 sec): 3 clusters
  Score: Raw -555642.562138 + Penalty 2746.105876 = -552896.456261
  nChanged 7
		SP:Iteration 29Q (10927.910000 sec): 3 clusters
  Score: Raw -555652.971183 + Penalty 2746.105876 = -552906.865306
  nChanged 7
		SP:Iteration 30Q (10928.080000 sec): 3 clusters
  Score: Raw -555661.261393 + Penalty 2746.105876 = -552915.155516
  nChanged 3
		SP:Iteration 31Q (10928.280000 sec): 3 clusters
  Score: Raw -555663.761929 + Penalty 2746.105876 = -552917.656052
  nChanged 1
		SP:Iteration 32Q (10928.490000 sec): 3 clusters
  Score: Raw -555665.550051 + Penalty 2746.105876 = -552919.444175
  nChanged 1
		SP:Iteration 33Q (10928.650000 sec): 3 clusters
  Score: Raw -555665.703285 + Penalty 2746.105876 = -552919.597409
  nChanged 0
		SP:Iteration 34F (10928.850000 sec): 3 clusters
  Score: Raw -555665.703285 + Penalty 2746.105876 = -552919.597409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (2939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10928.970000 sec): 2 clusters
  Score: Raw -306759.272699 + Penalty 1297.696508 = -305461.576190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10929.170000 sec): 3 clusters
  Score: Raw -305441.344221 + Penalty 2595.393017 = -302845.951204
  nChanged 1152
		SP:Iteration 1F (10929.330000 sec): 3 clusters
  Score: Raw -306335.255061 + Penalty 2595.393017 = -303739.862044
  nChanged 284
		SP:Iteration 2F (10929.500000 sec): 3 clusters
  Score: Raw -306609.970562 + Penalty 2595.393017 = -304014.577546
  nChanged 228
		SP:Iteration 3F (10929.700000 sec): 3 clusters
  Score: Raw -306923.496057 + Penalty 2595.393017 = -304328.103040
  nChanged 226
		SP:Iteration 4F (10929.870000 sec): 3 clusters
  Score: Raw -307292.093182 + Penalty 2595.393017 = -304696.700166
  nChanged 196
		SP:Iteration 5F (10930.040000 sec): 3 clusters
  Score: Raw -307579.184012 + Penalty 2595.393017 = -304983.790995
  nChanged 179
		SP:Iteration 6F (10930.240000 sec): 3 clusters
  Score: Raw -307797.268757 + Penalty 2595.393017 = -305201.875740
  nChanged 128
		SP:Iteration 7Q (10930.390000 sec): 3 clusters
  Score: Raw -307955.936177 + Penalty 2595.393017 = -305360.543160
  nChanged 103
		SP:Iteration 8Q (10930.520000 sec): 3 clusters
  Score: Raw -308051.439536 + Penalty 2595.393017 = -305456.046520
  nChanged 76
		SP:Iteration 9Q (10930.700000 sec): 3 clusters
  Score: Raw -308129.902056 + Penalty 2595.393017 = -305534.509039
  nChanged 61
		SP:Iteration 10Q (10930.870000 sec): 3 clusters
  Score: Raw -308171.700290 + Penalty 2595.393017 = -305576.307274
  nChanged 39
		SP:Iteration 11Q (10931.090000 sec): 3 clusters
  Score: Raw -308195.075037 + Penalty 2595.393017 = -305599.682020
  nChanged 34
		SP:Iteration 12Q (10931.250000 sec): 3 clusters
  Score: Raw -308215.455486 + Penalty 2595.393017 = -305620.062469
  nChanged 30
		SP:Iteration 13Q (10931.430000 sec): 3 clusters
  Score: Raw -308236.345308 + Penalty 2595.393017 = -305640.952291
  nChanged 22
		SP:Iteration 14Q (10931.630000 sec): 3 clusters
  Score: Raw -308246.683580 + Penalty 2595.393017 = -305651.290564
  nChanged 13
		SP:Iteration 15Q (10931.810000 sec): 3 clusters
  Score: Raw -308253.528916 + Penalty 2595.393017 = -305658.135900
  nChanged 9
		SP:Iteration 16Q (10932.020000 sec): 3 clusters
  Score: Raw -308260.062852 + Penalty 2595.393017 = -305664.669836
  nChanged 10
		SP:Iteration 17Q (10932.190000 sec): 3 clusters
  Score: Raw -308269.588091 + Penalty 2595.393017 = -305674.195074
  nChanged 15
		SP:Iteration 18Q (10932.380000 sec): 3 clusters
  Score: Raw -308278.883896 + Penalty 2595.393017 = -305683.490879
  nChanged 13
		SP:Iteration 19Q (10932.600000 sec): 3 clusters
  Score: Raw -308291.018170 + Penalty 2595.393017 = -305695.625154
  nChanged 19
		SP:Iteration 20F (10932.790000 sec): 3 clusters
  Score: Raw -308311.395738 + Penalty 2595.393017 = -305716.002722
  nChanged 24
		SP:Iteration 21Q (10932.970000 sec): 3 clusters
  Score: Raw -308328.697133 + Penalty 2595.393017 = -305733.304117
  nChanged 15
		SP:Iteration 22Q (10933.140000 sec): 3 clusters
  Score: Raw -308339.305167 + Penalty 2595.393017 = -305743.912150
  nChanged 8
		SP:Iteration 23Q (10933.320000 sec): 3 clusters
  Score: Raw -308345.241527 + Penalty 2595.393017 = -305749.848510
  nChanged 9
		SP:Iteration 24Q (10933.480000 sec): 3 clusters
  Score: Raw -308349.925099 + Penalty 2595.393017 = -305754.532082
  nChanged 7
		SP:Iteration 25Q (10933.700000 sec): 3 clusters
  Score: Raw -308355.752698 + Penalty 2595.393017 = -305760.359682
  nChanged 9
		SP:Iteration 26Q (10933.870000 sec): 3 clusters
  Score: Raw -308364.576234 + Penalty 2595.393017 = -305769.183218
  nChanged 11
		SP:Iteration 27Q (10934.030000 sec): 3 clusters
  Score: Raw -308370.693053 + Penalty 2595.393017 = -305775.300036
  nChanged 8
		SP:Iteration 28Q (10934.220000 sec): 3 clusters
  Score: Raw -308374.654778 + Penalty 2595.393017 = -305779.261761
  nChanged 7
		SP:Iteration 29Q (10934.420000 sec): 3 clusters
  Score: Raw -308376.891653 + Penalty 2595.393017 = -305781.498637
  nChanged 6
		SP:Iteration 30Q (10934.600000 sec): 3 clusters
  Score: Raw -308381.385962 + Penalty 2595.393017 = -305785.992945
  nChanged 4
		SP:Iteration 31Q (10934.760000 sec): 3 clusters
  Score: Raw -308387.193542 + Penalty 2595.393017 = -305791.800525
  nChanged 7
		SP:Iteration 32Q (10934.940000 sec): 3 clusters
  Score: Raw -308392.212628 + Penalty 2595.393017 = -305796.819611
  nChanged 5
		SP:Iteration 33Q (10935.160000 sec): 3 clusters
  Score: Raw -308394.360436 + Penalty 2595.393017 = -305798.967419
  nChanged 5
		SP:Iteration 34Q (10935.340000 sec): 3 clusters
  Score: Raw -308396.977671 + Penalty 2595.393017 = -305801.584655
  nChanged 6
		SP:Iteration 35Q (10935.520000 sec): 3 clusters
  Score: Raw -308399.515886 + Penalty 2595.393017 = -305804.122869
  nChanged 2
		SP:Iteration 36Q (10935.680000 sec): 3 clusters
  Score: Raw -308400.223742 + Penalty 2595.393017 = -305804.830725
  nChanged 2
		SP:Iteration 37Q (10935.850000 sec): 3 clusters
  Score: Raw -308400.838043 + Penalty 2595.393017 = -305805.445027
  nChanged 0
		SP:Iteration 38F (10936.040000 sec): 3 clusters
  Score: Raw -308400.838043 + Penalty 2595.393017 = -305805.445027
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10936.150000 sec): 2 clusters
  Score: Raw -608864.093248 + Penalty 1389.067923 = -607475.025325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10936.350000 sec): 3 clusters
  Score: Raw -606181.713342 + Penalty 2778.135846 = -603403.577496
  nChanged 2031
		SP:Iteration 1F (10936.560000 sec): 3 clusters
  Score: Raw -607389.730103 + Penalty 2778.135846 = -604611.594257
  nChanged 416
		SP:Iteration 2F (10936.730000 sec): 3 clusters
  Score: Raw -607703.477187 + Penalty 2778.135846 = -604925.341341
  nChanged 364
		SP:Iteration 3F (10936.920000 sec): 3 clusters
  Score: Raw -607949.062479 + Penalty 2778.135846 = -605170.926633
  nChanged 331
		SP:Iteration 4F (10937.110000 sec): 3 clusters
  Score: Raw -608171.237725 + Penalty 2778.135846 = -605393.101880
  nChanged 283
		SP:Iteration 5F (10937.300000 sec): 3 clusters
  Score: Raw -608354.750000 + Penalty 2778.135846 = -605576.614154
  nChanged 247
		SP:Iteration 6Q (10937.540000 sec): 3 clusters
  Score: Raw -608517.091620 + Penalty 2778.135846 = -605738.955774
  nChanged 214
		SP:Iteration 7Q (10937.730000 sec): 3 clusters
  Score: Raw -608641.530181 + Penalty 2778.135846 = -605863.394336
  nChanged 181
		SP:Iteration 8Q (10937.920000 sec): 3 clusters
  Score: Raw -608744.571530 + Penalty 2778.135846 = -605966.435685
  nChanged 145
		SP:Iteration 9Q (10938.090000 sec): 3 clusters
  Score: Raw -608819.006400 + Penalty 2778.135846 = -606040.870554
  nChanged 113
		SP:Iteration 10Q (10938.290000 sec): 3 clusters
  Score: Raw -608880.696081 + Penalty 2778.135846 = -606102.560236
  nChanged 98
		SP:Iteration 11Q (10938.500000 sec): 3 clusters
  Score: Raw -608926.582619 + Penalty 2778.135846 = -606148.446773
  nChanged 79
		SP:Iteration 12Q (10938.680000 sec): 3 clusters
  Score: Raw -608961.344921 + Penalty 2778.135846 = -606183.209075
  nChanged 63
		SP:Iteration 13Q (10938.880000 sec): 3 clusters
  Score: Raw -608993.819810 + Penalty 2778.135846 = -606215.683965
  nChanged 66
		SP:Iteration 14Q (10939.050000 sec): 3 clusters
  Score: Raw -609024.491956 + Penalty 2778.135846 = -606246.356110
  nChanged 61
		SP:Iteration 15Q (10939.250000 sec): 3 clusters
  Score: Raw -609050.083539 + Penalty 2778.135846 = -606271.947693
  nChanged 38
		SP:Iteration 16Q (10939.390000 sec): 3 clusters
  Score: Raw -609062.784900 + Penalty 2778.135846 = -606284.649055
  nChanged 23
		SP:Iteration 17Q (10939.580000 sec): 3 clusters
  Score: Raw -609069.596906 + Penalty 2778.135846 = -606291.461060
  nChanged 20
		SP:Iteration 18Q (10939.780000 sec): 3 clusters
  Score: Raw -609076.882796 + Penalty 2778.135846 = -606298.746951
  nChanged 17
		SP:Iteration 19Q (10939.960000 sec): 3 clusters
  Score: Raw -609081.852806 + Penalty 2778.135846 = -606303.716961
  nChanged 15
		SP:Iteration 20F (10940.150000 sec): 3 clusters
  Score: Raw -609088.655932 + Penalty 2778.135846 = -606310.520086
  nChanged 20
		SP:Iteration 21Q (10940.360000 sec): 3 clusters
  Score: Raw -609095.402511 + Penalty 2778.135846 = -606317.266666
  nChanged 17
		SP:Iteration 22Q (10940.520000 sec): 3 clusters
  Score: Raw -609103.137127 + Penalty 2778.135846 = -606325.001281
  nChanged 18
		SP:Iteration 23Q (10940.720000 sec): 3 clusters
  Score: Raw -609110.439099 + Penalty 2778.135846 = -606332.303254
  nChanged 15
		SP:Iteration 24Q (10940.960000 sec): 3 clusters
  Score: Raw -609115.733286 + Penalty 2778.135846 = -606337.597440
  nChanged 8
		SP:Iteration 25Q (10941.170000 sec): 3 clusters
  Score: Raw -609117.393791 + Penalty 2778.135846 = -606339.257945
  nChanged 7
		SP:Iteration 26Q (10941.370000 sec): 3 clusters
  Score: Raw -609119.124163 + Penalty 2778.135846 = -606340.988318
  nChanged 5
		SP:Iteration 27Q (10941.540000 sec): 3 clusters
  Score: Raw -609120.535250 + Penalty 2778.135846 = -606342.399404
  nChanged 5
		SP:Iteration 28Q (10941.740000 sec): 3 clusters
  Score: Raw -609122.701171 + Penalty 2778.135846 = -606344.565326
  nChanged 4
		SP:Iteration 29Q (10941.950000 sec): 3 clusters
  Score: Raw -609124.385586 + Penalty 2778.135846 = -606346.249740
  nChanged 2
		SP:Iteration 30Q (10942.150000 sec): 3 clusters
  Score: Raw -609125.100541 + Penalty 2778.135846 = -606346.964695
  nChanged 1
		SP:Iteration 31Q (10942.330000 sec): 3 clusters
  Score: Raw -609125.379290 + Penalty 2778.135846 = -606347.243444
  nChanged 1
		SP:Iteration 32Q (10942.480000 sec): 3 clusters
  Score: Raw -609125.711999 + Penalty 2778.135846 = -606347.576154
  nChanged 1
		SP:Iteration 33Q (10942.690000 sec): 3 clusters
  Score: Raw -609126.138923 + Penalty 2778.135846 = -606348.003077
  nChanged 2
		SP:Iteration 34Q (10942.870000 sec): 3 clusters
  Score: Raw -609126.973833 + Penalty 2778.135846 = -606348.837987
  nChanged 1
		SP:Iteration 35Q (10943.070000 sec): 3 clusters
  Score: Raw -609127.255512 + Penalty 2778.135846 = -606349.119666
  nChanged 1
		SP:Iteration 36Q (10943.290000 sec): 3 clusters
  Score: Raw -609127.728435 + Penalty 2778.135846 = -606349.592589
  nChanged 2
		SP:Iteration 37Q (10943.430000 sec): 3 clusters
  Score: Raw -609128.248580 + Penalty 2778.135846 = -606350.112735
  nChanged 1
		SP:Iteration 38Q (10943.630000 sec): 3 clusters
  Score: Raw -609128.593405 + Penalty 2778.135846 = -606350.457559
  nChanged 1
		SP:Iteration 39Q (10943.850000 sec): 3 clusters
  Score: Raw -609128.892172 + Penalty 2778.135846 = -606350.756327
  nChanged 4
		SP:Iteration 40F (10944.020000 sec): 3 clusters
  Score: Raw -609130.518286 + Penalty 2778.135846 = -606352.382441
  nChanged 5
		SP:Iteration 41Q (10944.220000 sec): 3 clusters
  Score: Raw -609132.397568 + Penalty 2778.135846 = -606354.261722
  nChanged 1
		SP:Iteration 42Q (10944.440000 sec): 3 clusters
  Score: Raw -609132.562865 + Penalty 2778.135846 = -606354.427020
  nChanged 1
		SP:Iteration 43Q (10944.620000 sec): 3 clusters
  Score: Raw -609132.929795 + Penalty 2778.135846 = -606354.793949
  nChanged 1
		SP:Iteration 44Q (10944.830000 sec): 3 clusters
  Score: Raw -609133.138894 + Penalty 2778.135846 = -606355.003048
  nChanged 0
		SP:Iteration 45F (10945.030000 sec): 3 clusters
  Score: Raw -609133.138894 + Penalty 2778.135846 = -606355.003048
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10945.140000 sec): 2 clusters
  Score: Raw -156323.990123 + Penalty 1169.217940 = -155154.772184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10945.330000 sec): 3 clusters
  Score: Raw -155831.013379 + Penalty 2338.435879 = -153492.577500
  nChanged 410
		SP:Iteration 1F (10945.510000 sec): 3 clusters
  Score: Raw -156155.742434 + Penalty 2338.435879 = -153817.306555
  nChanged 107
		SP:Iteration 2F (10945.700000 sec): 3 clusters
  Score: Raw -156254.058061 + Penalty 2338.435879 = -153915.622182
  nChanged 58
		SP:Iteration 3Q (10945.860000 sec): 3 clusters
  Score: Raw -156299.757828 + Penalty 2338.435879 = -153961.321949
  nChanged 31
		SP:Iteration 4Q (10946.010000 sec): 3 clusters
  Score: Raw -156322.503400 + Penalty 2338.435879 = -153984.067521
  nChanged 28
		SP:Iteration 5Q (10946.180000 sec): 3 clusters
  Score: Raw -156346.057884 + Penalty 2338.435879 = -154007.622005
  nChanged 32
		SP:Iteration 6Q (10946.350000 sec): 3 clusters
  Score: Raw -156367.070891 + Penalty 2338.435879 = -154028.635012
  nChanged 21
		SP:Iteration 7Q (10946.550000 sec): 3 clusters
  Score: Raw -156384.796421 + Penalty 2338.435879 = -154046.360542
  nChanged 17
		SP:Iteration 8Q (10946.700000 sec): 3 clusters
  Score: Raw -156399.486814 + Penalty 2338.435879 = -154061.050935
  nChanged 22
		SP:Iteration 9Q (10946.870000 sec): 3 clusters
  Score: Raw -156414.128901 + Penalty 2338.435879 = -154075.693022
  nChanged 16
		SP:Iteration 10Q (10947.020000 sec): 3 clusters
  Score: Raw -156430.377638 + Penalty 2338.435879 = -154091.941759
  nChanged 14
		SP:Iteration 11Q (10947.190000 sec): 3 clusters
  Score: Raw -156443.725150 + Penalty 2338.435879 = -154105.289271
  nChanged 9
		SP:Iteration 12Q (10947.370000 sec): 3 clusters
  Score: Raw -156451.613164 + Penalty 2338.435879 = -154113.177285
  nChanged 13
		SP:Iteration 13Q (10947.530000 sec): 3 clusters
  Score: Raw -156461.929345 + Penalty 2338.435879 = -154123.493466
  nChanged 13
		SP:Iteration 14Q (10947.730000 sec): 3 clusters
  Score: Raw -156473.512687 + Penalty 2338.435879 = -154135.076808
  nChanged 12
		SP:Iteration 15Q (10947.930000 sec): 3 clusters
  Score: Raw -156481.641332 + Penalty 2338.435879 = -154143.205453
  nChanged 8
		SP:Iteration 16Q (10948.100000 sec): 3 clusters
  Score: Raw -156485.999223 + Penalty 2338.435879 = -154147.563344
  nChanged 6
		SP:Iteration 17Q (10948.290000 sec): 3 clusters
  Score: Raw -156492.568554 + Penalty 2338.435879 = -154154.132675
  nChanged 8
		SP:Iteration 18Q (10948.450000 sec): 3 clusters
  Score: Raw -156498.099520 + Penalty 2338.435879 = -154159.663640
  nChanged 8
		SP:Iteration 19Q (10948.630000 sec): 3 clusters
  Score: Raw -156503.338837 + Penalty 2338.435879 = -154164.902958
  nChanged 7
		SP:Iteration 20F (10948.830000 sec): 3 clusters
  Score: Raw -156509.285678 + Penalty 2338.435879 = -154170.849799
  nChanged 15
		SP:Iteration 21Q (10949.030000 sec): 3 clusters
  Score: Raw -156523.294923 + Penalty 2338.435879 = -154184.859044
  nChanged 16
		SP:Iteration 22Q (10949.190000 sec): 3 clusters
  Score: Raw -156536.423043 + Penalty 2338.435879 = -154197.987164
  nChanged 15
		SP:Iteration 23Q (10949.390000 sec): 3 clusters
  Score: Raw -156553.171914 + Penalty 2338.435879 = -154214.736035
  nChanged 13
		SP:Iteration 24Q (10949.550000 sec): 3 clusters
  Score: Raw -156565.446106 + Penalty 2338.435879 = -154227.010227
  nChanged 8
		SP:Iteration 25Q (10949.730000 sec): 3 clusters
  Score: Raw -156572.824861 + Penalty 2338.435879 = -154234.388982
  nChanged 6
		SP:Iteration 26Q (10949.900000 sec): 3 clusters
  Score: Raw -156578.552173 + Penalty 2338.435879 = -154240.116294
  nChanged 5
		SP:Iteration 27Q (10950.090000 sec): 3 clusters
  Score: Raw -156582.314180 + Penalty 2338.435879 = -154243.878301
  nChanged 12
		SP:Iteration 28Q (10950.270000 sec): 3 clusters
  Score: Raw -156593.198350 + Penalty 2338.435879 = -154254.762471
  nChanged 13
		SP:Iteration 29Q (10950.450000 sec): 3 clusters
  Score: Raw -156606.986853 + Penalty 2338.435879 = -154268.550974
  nChanged 12
		SP:Iteration 30Q (10950.610000 sec): 3 clusters
  Score: Raw -156617.979865 + Penalty 2338.435879 = -154279.543986
  nChanged 10
		SP:Iteration 31Q (10950.810000 sec): 3 clusters
  Score: Raw -156630.082361 + Penalty 2338.435879 = -154291.646482
  nChanged 15
		SP:Iteration 32Q (10950.950000 sec): 3 clusters
  Score: Raw -156641.573271 + Penalty 2338.435879 = -154303.137392
  nChanged 8
		SP:Iteration 33Q (10951.110000 sec): 3 clusters
  Score: Raw -156647.601168 + Penalty 2338.435879 = -154309.165289
  nChanged 9
		SP:Iteration 34Q (10951.280000 sec): 3 clusters
  Score: Raw -156656.186437 + Penalty 2338.435879 = -154317.750558
  nChanged 10
		SP:Iteration 35Q (10951.460000 sec): 3 clusters
  Score: Raw -156664.719894 + Penalty 2338.435879 = -154326.284015
  nChanged 7
		SP:Iteration 36Q (10951.670000 sec): 3 clusters
  Score: Raw -156673.606305 + Penalty 2338.435879 = -154335.170426
  nChanged 8
		SP:Iteration 37Q (10951.830000 sec): 3 clusters
  Score: Raw -156680.745233 + Penalty 2338.435879 = -154342.309354
  nChanged 14
		SP:Iteration 38Q (10952.010000 sec): 3 clusters
  Score: Raw -156700.215597 + Penalty 2338.435879 = -154361.779717
  nChanged 20
		SP:Iteration 39Q (10952.170000 sec): 3 clusters
  Score: Raw -156733.702967 + Penalty 2338.435879 = -154395.267087
  nChanged 20
		SP:Iteration 40F (10952.340000 sec): 3 clusters
  Score: Raw -156766.814153 + Penalty 2338.435879 = -154428.378274
  nChanged 21
		SP:Iteration 41Q (10952.530000 sec): 3 clusters
  Score: Raw -156797.022848 + Penalty 2338.435879 = -154458.586969
  nChanged 19
		SP:Iteration 42Q (10952.710000 sec): 3 clusters
  Score: Raw -156817.822417 + Penalty 2338.435879 = -154479.386538
  nChanged 16
		SP:Iteration 43Q (10952.860000 sec): 3 clusters
  Score: Raw -156832.619702 + Penalty 2338.435879 = -154494.183823
  nChanged 12
		SP:Iteration 44Q (10953.030000 sec): 3 clusters
  Score: Raw -156846.725942 + Penalty 2338.435879 = -154508.290063
  nChanged 12
		SP:Iteration 45Q (10953.250000 sec): 3 clusters
  Score: Raw -156858.025444 + Penalty 2338.435879 = -154519.589565
  nChanged 8
		SP:Iteration 46Q (10953.390000 sec): 3 clusters
  Score: Raw -156869.495400 + Penalty 2338.435879 = -154531.059521
  nChanged 14
		SP:Iteration 47Q (10953.540000 sec): 3 clusters
  Score: Raw -156892.189155 + Penalty 2338.435879 = -154553.753276
  nChanged 18
		SP:Iteration 48Q (10953.700000 sec): 3 clusters
  Score: Raw -156925.675962 + Penalty 2338.435879 = -154587.240083
  nChanged 19
		SP:Iteration 49Q (10953.890000 sec): 3 clusters
  Score: Raw -156965.635756 + Penalty 2338.435879 = -154627.199877
  nChanged 20
		SP:Iteration 50Q (10954.040000 sec): 3 clusters
  Score: Raw -157001.187685 + Penalty 2338.435879 = -154662.751806
  nChanged 17
		SP:Iteration 51Q (10954.190000 sec): 3 clusters
  Score: Raw -157025.454270 + Penalty 2338.435879 = -154687.018391
  nChanged 13
		SP:Iteration 52Q (10954.390000 sec): 3 clusters
  Score: Raw -157043.362007 + Penalty 2338.435879 = -154704.926128
  nChanged 10
		SP:Iteration 53Q (10954.550000 sec): 3 clusters
  Score: Raw -157055.173352 + Penalty 2338.435879 = -154716.737473
  nChanged 6
		SP:Iteration 54Q (10954.730000 sec): 3 clusters
  Score: Raw -157060.326037 + Penalty 2338.435879 = -154721.890158
  nChanged 6
		SP:Iteration 55Q (10954.880000 sec): 3 clusters
  Score: Raw -157065.037692 + Penalty 2338.435879 = -154726.601813
  nChanged 6
		SP:Iteration 56Q (10955.050000 sec): 3 clusters
  Score: Raw -157071.073754 + Penalty 2338.435879 = -154732.637875
  nChanged 5
		SP:Iteration 57Q (10955.250000 sec): 3 clusters
  Score: Raw -157075.778233 + Penalty 2338.435879 = -154737.342354
  nChanged 1
		SP:Iteration 58Q (10955.410000 sec): 3 clusters
  Score: Raw -157077.332405 + Penalty 2338.435879 = -154738.896526
  nChanged 1
		SP:Iteration 59Q (10955.560000 sec): 3 clusters
  Score: Raw -157077.617199 + Penalty 2338.435879 = -154739.181320
  nChanged 0
		SP:Iteration 60F (10955.730000 sec): 3 clusters
  Score: Raw -157077.617199 + Penalty 2338.435879 = -154739.181320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (8724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10955.880000 sec): 2 clusters
  Score: Raw -1026336.785280 + Penalty 1474.497883 = -1024862.287397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10956.070000 sec): 3 clusters
  Score: Raw -1021452.279046 + Penalty 2948.995766 = -1018503.283280
  nChanged 3730
		SP:Iteration 1F (10956.270000 sec): 3 clusters
  Score: Raw -1023509.940011 + Penalty 2948.995766 = -1020560.944245
  nChanged 560
		SP:Iteration 2F (10956.440000 sec): 3 clusters
  Score: Raw -1023828.050951 + Penalty 2948.995766 = -1020879.055185
  nChanged 525
		SP:Iteration 3F (10956.670000 sec): 3 clusters
  Score: Raw -1024210.691241 + Penalty 2948.995766 = -1021261.695474
  nChanged 561
		SP:Iteration 4F (10956.860000 sec): 3 clusters
  Score: Raw -1024714.334667 + Penalty 2948.995766 = -1021765.338900
  nChanged 632
		SP:Iteration 5F (10957.100000 sec): 3 clusters
  Score: Raw -1025330.663558 + Penalty 2948.995766 = -1022381.667792
  nChanged 660
		SP:Iteration 6F (10957.300000 sec): 3 clusters
  Score: Raw -1025994.003689 + Penalty 2948.995766 = -1023045.007923
  nChanged 665
		SP:Iteration 7F (10957.530000 sec): 3 clusters
  Score: Raw -1026691.911533 + Penalty 2948.995766 = -1023742.915767
  nChanged 515
		SP:Iteration 8F (10957.740000 sec): 3 clusters
  Score: Raw -1027170.538787 + Penalty 2948.995766 = -1024221.543020
  nChanged 393
		SP:Iteration 9Q (10957.990000 sec): 3 clusters
  Score: Raw -1027548.717969 + Penalty 2948.995766 = -1024599.722202
  nChanged 284
		SP:Iteration 10Q (10958.170000 sec): 3 clusters
  Score: Raw -1027810.826191 + Penalty 2948.995766 = -1024861.830425
  nChanged 216
		SP:Iteration 11Q (10958.360000 sec): 3 clusters
  Score: Raw -1027980.743848 + Penalty 2948.995766 = -1025031.748082
  nChanged 144
		SP:Iteration 12Q (10958.580000 sec): 3 clusters
  Score: Raw -1028059.977354 + Penalty 2948.995766 = -1025110.981587
  nChanged 97
		SP:Iteration 13Q (10958.750000 sec): 3 clusters
  Score: Raw -1028097.281942 + Penalty 2948.995766 = -1025148.286176
  nChanged 63
		SP:Iteration 14Q (10958.950000 sec): 3 clusters
  Score: Raw -1028120.054709 + Penalty 2948.995766 = -1025171.058942
  nChanged 43
		SP:Iteration 15Q (10959.150000 sec): 3 clusters
  Score: Raw -1028130.872759 + Penalty 2948.995766 = -1025181.876992
  nChanged 21
		SP:Iteration 16Q (10959.400000 sec): 3 clusters
  Score: Raw -1028135.405957 + Penalty 2948.995766 = -1025186.410190
  nChanged 20
		SP:Iteration 17Q (10959.590000 sec): 3 clusters
  Score: Raw -1028139.313501 + Penalty 2948.995766 = -1025190.317735
  nChanged 14
		SP:Iteration 18Q (10959.800000 sec): 3 clusters
  Score: Raw -1028142.579569 + Penalty 2948.995766 = -1025193.583803
  nChanged 12
		SP:Iteration 19Q (10960.000000 sec): 3 clusters
  Score: Raw -1028145.419842 + Penalty 2948.995766 = -1025196.424076
  nChanged 6
		SP:Iteration 20F (10960.250000 sec): 3 clusters
  Score: Raw -1028146.258279 + Penalty 2948.995766 = -1025197.262513
  nChanged 5
		SP:Iteration 21Q (10960.440000 sec): 3 clusters
  Score: Raw -1028146.802316 + Penalty 2948.995766 = -1025197.806549
  nChanged 3
		SP:Iteration 22Q (10960.660000 sec): 3 clusters
  Score: Raw -1028147.189989 + Penalty 2948.995766 = -1025198.194223
  nChanged 1
		SP:Iteration 23Q (10960.840000 sec): 3 clusters
  Score: Raw -1028147.286849 + Penalty 2948.995766 = -1025198.291083
  nChanged 2
		SP:Iteration 24Q (10961.040000 sec): 3 clusters
  Score: Raw -1028147.617674 + Penalty 2948.995766 = -1025198.621907
  nChanged 0
		SP:Iteration 25F (10961.250000 sec): 3 clusters
  Score: Raw -1028147.617674 + Penalty 2948.995766 = -1025198.621907
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10961.380000 sec): 2 clusters
  Score: Raw -113071.822386 + Penalty 1122.510233 = -111949.312153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10961.560000 sec): 3 clusters
  Score: Raw -112758.722692 + Penalty 2245.020466 = -110513.702226
  nChanged 278
		SP:Iteration 1F (10961.780000 sec): 3 clusters
  Score: Raw -112987.435671 + Penalty 2245.020466 = -110742.415205
  nChanged 80
		SP:Iteration 2F (10961.900000 sec): 3 clusters
  Score: Raw -113092.027276 + Penalty 2245.020466 = -110847.006810
  nChanged 62
		SP:Iteration 3F (10962.110000 sec): 3 clusters
  Score: Raw -113207.565551 + Penalty 2245.020466 = -110962.545085
  nChanged 47
		SP:Iteration 4Q (10962.270000 sec): 3 clusters
  Score: Raw -113322.800229 + Penalty 2245.020466 = -111077.779763
  nChanged 43
		SP:Iteration 5Q (10962.450000 sec): 3 clusters
  Score: Raw -113427.019122 + Penalty 2245.020466 = -111181.998657
  nChanged 43
		SP:Iteration 6Q (10962.640000 sec): 3 clusters
  Score: Raw -113495.618703 + Penalty 2245.020466 = -111250.598238
  nChanged 38
		SP:Iteration 7Q (10962.830000 sec): 3 clusters
  Score: Raw -113557.771802 + Penalty 2245.020466 = -111312.751336
  nChanged 33
		SP:Iteration 8Q (10963.010000 sec): 3 clusters
  Score: Raw -113605.701642 + Penalty 2245.020466 = -111360.681177
  nChanged 26
		SP:Iteration 9Q (10963.190000 sec): 3 clusters
  Score: Raw -113643.118054 + Penalty 2245.020466 = -111398.097588
  nChanged 21
		SP:Iteration 10Q (10963.350000 sec): 3 clusters
  Score: Raw -113670.644242 + Penalty 2245.020466 = -111425.623776
  nChanged 14
		SP:Iteration 11Q (10963.520000 sec): 3 clusters
  Score: Raw -113684.068465 + Penalty 2245.020466 = -111439.047999
  nChanged 15
		SP:Iteration 12Q (10963.710000 sec): 3 clusters
  Score: Raw -113708.865051 + Penalty 2245.020466 = -111463.844585
  nChanged 15
		SP:Iteration 13Q (10963.860000 sec): 3 clusters
  Score: Raw -113734.809944 + Penalty 2245.020466 = -111489.789478
  nChanged 13
		SP:Iteration 14Q (10964.060000 sec): 3 clusters
  Score: Raw -113758.525020 + Penalty 2245.020466 = -111513.504554
  nChanged 15
		SP:Iteration 15Q (10964.230000 sec): 3 clusters
  Score: Raw -113774.292508 + Penalty 2245.020466 = -111529.272043
  nChanged 6
		SP:Iteration 16Q (10964.410000 sec): 3 clusters
  Score: Raw -113779.137032 + Penalty 2245.020466 = -111534.116566
  nChanged 2
		SP:Iteration 17Q (10964.580000 sec): 3 clusters
  Score: Raw -113779.882517 + Penalty 2245.020466 = -111534.862051
  nChanged 0
		SP:Iteration 18F (10964.770000 sec): 3 clusters
  Score: Raw -113779.882517 + Penalty 2245.020466 = -111534.862051
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10964.860000 sec): 2 clusters
  Score: Raw -394291.011553 + Penalty 1321.850980 = -392969.160573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10965.060000 sec): 3 clusters
  Score: Raw -392637.298006 + Penalty 2643.701960 = -389993.596045
  nChanged 1342
		SP:Iteration 1F (10965.220000 sec): 3 clusters
  Score: Raw -393494.564526 + Penalty 2643.701960 = -390850.862565
  nChanged 308
		SP:Iteration 2F (10965.400000 sec): 3 clusters
  Score: Raw -393742.848398 + Penalty 2643.701960 = -391099.146438
  nChanged 225
		SP:Iteration 3F (10965.570000 sec): 3 clusters
  Score: Raw -393937.733680 + Penalty 2643.701960 = -391294.031720
  nChanged 190
		SP:Iteration 4F (10965.770000 sec): 3 clusters
  Score: Raw -394094.955256 + Penalty 2643.701960 = -391451.253296
  nChanged 162
		SP:Iteration 5Q (10965.940000 sec): 3 clusters
  Score: Raw -394236.633134 + Penalty 2643.701960 = -391592.931174
  nChanged 161
		SP:Iteration 6Q (10966.110000 sec): 3 clusters
  Score: Raw -394373.375995 + Penalty 2643.701960 = -391729.674035
  nChanged 130
		SP:Iteration 7Q (10966.330000 sec): 3 clusters
  Score: Raw -394485.917221 + Penalty 2643.701960 = -391842.215261
  nChanged 119
		SP:Iteration 8Q (10966.490000 sec): 3 clusters
  Score: Raw -394583.252866 + Penalty 2643.701960 = -391939.550906
  nChanged 94
		SP:Iteration 9Q (10966.680000 sec): 3 clusters
  Score: Raw -394646.238999 + Penalty 2643.701960 = -392002.537038
  nChanged 84
		SP:Iteration 10Q (10966.850000 sec): 3 clusters
  Score: Raw -394701.606455 + Penalty 2643.701960 = -392057.904495
  nChanged 70
		SP:Iteration 11Q (10967.050000 sec): 3 clusters
  Score: Raw -394747.131023 + Penalty 2643.701960 = -392103.429062
  nChanged 44
		SP:Iteration 12Q (10967.220000 sec): 3 clusters
  Score: Raw -394775.164616 + Penalty 2643.701960 = -392131.462656
  nChanged 36
		SP:Iteration 13Q (10967.430000 sec): 3 clusters
  Score: Raw -394792.601814 + Penalty 2643.701960 = -392148.899853
  nChanged 30
		SP:Iteration 14Q (10967.590000 sec): 3 clusters
  Score: Raw -394807.031279 + Penalty 2643.701960 = -392163.329318
  nChanged 26
		SP:Iteration 15Q (10967.800000 sec): 3 clusters
  Score: Raw -394817.450864 + Penalty 2643.701960 = -392173.748904
  nChanged 20
		SP:Iteration 16Q (10967.980000 sec): 3 clusters
  Score: Raw -394824.960171 + Penalty 2643.701960 = -392181.258210
  nChanged 16
		SP:Iteration 17Q (10968.150000 sec): 3 clusters
  Score: Raw -394831.281971 + Penalty 2643.701960 = -392187.580011
  nChanged 11
		SP:Iteration 18Q (10968.300000 sec): 3 clusters
  Score: Raw -394837.347427 + Penalty 2643.701960 = -392193.645466
  nChanged 13
		SP:Iteration 19Q (10968.530000 sec): 3 clusters
  Score: Raw -394845.402654 + Penalty 2643.701960 = -392201.700694
  nChanged 9
		SP:Iteration 20F (10968.690000 sec): 3 clusters
  Score: Raw -394848.350226 + Penalty 2643.701960 = -392204.648266
  nChanged 6
		SP:Iteration 21Q (10968.870000 sec): 3 clusters
  Score: Raw -394850.818864 + Penalty 2643.701960 = -392207.116903
  nChanged 10
		SP:Iteration 22Q (10969.100000 sec): 3 clusters
  Score: Raw -394854.958844 + Penalty 2643.701960 = -392211.256883
  nChanged 11
		SP:Iteration 23Q (10969.250000 sec): 3 clusters
  Score: Raw -394858.798219 + Penalty 2643.701960 = -392215.096259
  nChanged 8
		SP:Iteration 24Q (10969.480000 sec): 3 clusters
  Score: Raw -394862.317014 + Penalty 2643.701960 = -392218.615053
  nChanged 8
		SP:Iteration 25Q (10969.660000 sec): 3 clusters
  Score: Raw -394866.471370 + Penalty 2643.701960 = -392222.769410
  nChanged 8
		SP:Iteration 26Q (10969.850000 sec): 3 clusters
  Score: Raw -394870.048955 + Penalty 2643.701960 = -392226.346994
  nChanged 9
		SP:Iteration 27Q (10970.040000 sec): 3 clusters
  Score: Raw -394873.717033 + Penalty 2643.701960 = -392230.015073
  nChanged 12
		SP:Iteration 28Q (10970.260000 sec): 3 clusters
  Score: Raw -394878.792011 + Penalty 2643.701960 = -392235.090051
  nChanged 13
		SP:Iteration 29Q (10970.420000 sec): 3 clusters
  Score: Raw -394884.097954 + Penalty 2643.701960 = -392240.395993
  nChanged 10
		SP:Iteration 30Q (10970.630000 sec): 3 clusters
  Score: Raw -394887.481867 + Penalty 2643.701960 = -392243.779907
  nChanged 10
		SP:Iteration 31Q (10970.790000 sec): 3 clusters
  Score: Raw -394890.888255 + Penalty 2643.701960 = -392247.186294
  nChanged 14
		SP:Iteration 32Q (10970.960000 sec): 3 clusters
  Score: Raw -394896.165834 + Penalty 2643.701960 = -392252.463873
  nChanged 15
		SP:Iteration 33Q (10971.200000 sec): 3 clusters
  Score: Raw -394902.164007 + Penalty 2643.701960 = -392258.462047
  nChanged 16
		SP:Iteration 34Q (10971.370000 sec): 3 clusters
  Score: Raw -394910.417000 + Penalty 2643.701960 = -392266.715039
  nChanged 13
		SP:Iteration 35Q (10971.530000 sec): 3 clusters
  Score: Raw -394916.191740 + Penalty 2643.701960 = -392272.489780
  nChanged 10
		SP:Iteration 36Q (10971.770000 sec): 3 clusters
  Score: Raw -394919.066118 + Penalty 2643.701960 = -392275.364158
  nChanged 8
		SP:Iteration 37Q (10971.910000 sec): 3 clusters
  Score: Raw -394920.867895 + Penalty 2643.701960 = -392277.165935
  nChanged 6
		SP:Iteration 38Q (10972.100000 sec): 3 clusters
  Score: Raw -394923.782573 + Penalty 2643.701960 = -392280.080612
  nChanged 8
		SP:Iteration 39Q (10972.280000 sec): 3 clusters
  Score: Raw -394925.883199 + Penalty 2643.701960 = -392282.181238
  nChanged 3
		SP:Iteration 40F (10972.450000 sec): 3 clusters
  Score: Raw -394927.117827 + Penalty 2643.701960 = -392283.415867
  nChanged 5
		SP:Iteration 41Q (10972.620000 sec): 3 clusters
  Score: Raw -394928.795671 + Penalty 2643.701960 = -392285.093711
  nChanged 8
		SP:Iteration 42Q (10972.780000 sec): 3 clusters
  Score: Raw -394931.583353 + Penalty 2643.701960 = -392287.881393
  nChanged 7
		SP:Iteration 43Q (10972.970000 sec): 3 clusters
  Score: Raw -394934.188200 + Penalty 2643.701960 = -392290.486239
  nChanged 7
		SP:Iteration 44Q (10973.160000 sec): 3 clusters
  Score: Raw -394935.546254 + Penalty 2643.701960 = -392291.844293
  nChanged 2
		SP:Iteration 45Q (10973.360000 sec): 3 clusters
  Score: Raw -394936.010876 + Penalty 2643.701960 = -392292.308915
  nChanged 3
		SP:Iteration 46Q (10973.520000 sec): 3 clusters
  Score: Raw -394936.660338 + Penalty 2643.701960 = -392292.958378
  nChanged 1
		SP:Iteration 47Q (10973.690000 sec): 3 clusters
  Score: Raw -394936.738058 + Penalty 2643.701960 = -392293.036098
  nChanged 1
		SP:Iteration 48Q (10973.880000 sec): 3 clusters
  Score: Raw -394936.934259 + Penalty 2643.701960 = -392293.232299
  nChanged 0
		SP:Iteration 49F (10974.050000 sec): 3 clusters
  Score: Raw -394936.934259 + Penalty 2643.701960 = -392293.232299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10974.190000 sec): 2 clusters
  Score: Raw -187695.651920 + Penalty 1205.649345 = -186490.002575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10974.360000 sec): 3 clusters
  Score: Raw -187053.787684 + Penalty 2411.298689 = -184642.488995
  nChanged 577
		SP:Iteration 1F (10974.520000 sec): 3 clusters
  Score: Raw -187505.446947 + Penalty 2411.298689 = -185094.148258
  nChanged 127
		SP:Iteration 2F (10974.720000 sec): 3 clusters
  Score: Raw -187602.250862 + Penalty 2411.298689 = -185190.952172
  nChanged 65
		SP:Iteration 3Q (10974.870000 sec): 3 clusters
  Score: Raw -187658.590050 + Penalty 2411.298689 = -185247.291360
  nChanged 52
		SP:Iteration 4Q (10975.060000 sec): 3 clusters
  Score: Raw -187699.765708 + Penalty 2411.298689 = -185288.467019
  nChanged 49
		SP:Iteration 5Q (10975.210000 sec): 3 clusters
  Score: Raw -187742.976295 + Penalty 2411.298689 = -185331.677606
  nChanged 39
		SP:Iteration 6Q (10975.360000 sec): 3 clusters
  Score: Raw -187771.465660 + Penalty 2411.298689 = -185360.166971
  nChanged 35
		SP:Iteration 7Q (10975.520000 sec): 3 clusters
  Score: Raw -187800.922751 + Penalty 2411.298689 = -185389.624062
  nChanged 34
		SP:Iteration 8Q (10975.720000 sec): 3 clusters
  Score: Raw -187840.012094 + Penalty 2411.298689 = -185428.713405
  nChanged 41
		SP:Iteration 9Q (10975.870000 sec): 3 clusters
  Score: Raw -187885.232825 + Penalty 2411.298689 = -185473.934136
  nChanged 41
		SP:Iteration 10Q (10976.090000 sec): 3 clusters
  Score: Raw -187923.706319 + Penalty 2411.298689 = -185512.407629
  nChanged 40
		SP:Iteration 11Q (10976.270000 sec): 3 clusters
  Score: Raw -187957.058757 + Penalty 2411.298689 = -185545.760068
  nChanged 36
		SP:Iteration 12Q (10976.440000 sec): 3 clusters
  Score: Raw -187979.567897 + Penalty 2411.298689 = -185568.269207
  nChanged 27
		SP:Iteration 13Q (10976.570000 sec): 3 clusters
  Score: Raw -188000.193884 + Penalty 2411.298689 = -185588.895194
  nChanged 27
		SP:Iteration 14Q (10976.720000 sec): 3 clusters
  Score: Raw -188017.381614 + Penalty 2411.298689 = -185606.082925
  nChanged 17
		SP:Iteration 15Q (10976.870000 sec): 3 clusters
  Score: Raw -188026.640830 + Penalty 2411.298689 = -185615.342141
  nChanged 12
		SP:Iteration 16Q (10977.060000 sec): 3 clusters
  Score: Raw -188034.799148 + Penalty 2411.298689 = -185623.500459
  nChanged 12
		SP:Iteration 17Q (10977.240000 sec): 3 clusters
  Score: Raw -188042.863782 + Penalty 2411.298689 = -185631.565093
  nChanged 9
		SP:Iteration 18Q (10977.400000 sec): 3 clusters
  Score: Raw -188047.694441 + Penalty 2411.298689 = -185636.395752
  nChanged 7
		SP:Iteration 19Q (10977.590000 sec): 3 clusters
  Score: Raw -188051.791203 + Penalty 2411.298689 = -185640.492514
  nChanged 7
		SP:Iteration 20F (10977.810000 sec): 3 clusters
  Score: Raw -188056.417590 + Penalty 2411.298689 = -185645.118901
  nChanged 8
		SP:Iteration 21Q (10977.970000 sec): 3 clusters
  Score: Raw -188063.220052 + Penalty 2411.298689 = -185651.921363
  nChanged 7
		SP:Iteration 22Q (10978.150000 sec): 3 clusters
  Score: Raw -188066.910214 + Penalty 2411.298689 = -185655.611525
  nChanged 4
		SP:Iteration 23Q (10978.320000 sec): 3 clusters
  Score: Raw -188071.615351 + Penalty 2411.298689 = -185660.316661
  nChanged 5
		SP:Iteration 24Q (10978.520000 sec): 3 clusters
  Score: Raw -188073.331210 + Penalty 2411.298689 = -185662.032520
  nChanged 3
		SP:Iteration 25Q (10978.630000 sec): 3 clusters
  Score: Raw -188077.621878 + Penalty 2411.298689 = -185666.323189
  nChanged 4
		SP:Iteration 26Q (10978.820000 sec): 3 clusters
  Score: Raw -188081.156423 + Penalty 2411.298689 = -185669.857734
  nChanged 5
		SP:Iteration 27Q (10979.000000 sec): 3 clusters
  Score: Raw -188085.196796 + Penalty 2411.298689 = -185673.898106
  nChanged 3
		SP:Iteration 28Q (10979.170000 sec): 3 clusters
  Score: Raw -188087.802453 + Penalty 2411.298689 = -185676.503763
  nChanged 3
		SP:Iteration 29Q (10979.310000 sec): 3 clusters
  Score: Raw -188089.060735 + Penalty 2411.298689 = -185677.762046
  nChanged 2
		SP:Iteration 30Q (10979.450000 sec): 3 clusters
  Score: Raw -188089.991731 + Penalty 2411.298689 = -185678.693041
  nChanged 1
		SP:Iteration 31Q (10979.670000 sec): 3 clusters
  Score: Raw -188090.965756 + Penalty 2411.298689 = -185679.667067
  nChanged 2
		SP:Iteration 32Q (10979.820000 sec): 3 clusters
  Score: Raw -188092.667044 + Penalty 2411.298689 = -185681.368354
  nChanged 0
		SP:Iteration 33F (10980.020000 sec): 3 clusters
  Score: Raw -188092.667044 + Penalty 2411.298689 = -185681.368354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10980.120000 sec): 2 clusters
  Score: Raw -18023.335318 + Penalty 893.954459 = -17129.380859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10980.290000 sec): 3 clusters
  Score: Raw -18176.380619 + Penalty 1787.908918 = -16388.471701
  nChanged 59
		SP:Iteration 1F (10980.460000 sec): 3 clusters
  Score: Raw -18443.807954 + Penalty 1787.908918 = -16655.899035
  nChanged 25
		SP:Iteration 2F (10980.630000 sec): 3 clusters
  Score: Raw -18624.650081 + Penalty 1787.908918 = -16836.741162
  nChanged 12
		SP:Iteration 3Q (10980.790000 sec): 3 clusters
  Score: Raw -18699.865938 + Penalty 1787.908918 = -16911.957020
  nChanged 2
		SP:Iteration 4Q (10980.940000 sec): 3 clusters
  Score: Raw -18708.126237 + Penalty 1787.908918 = -16920.217318
  nChanged 1
		SP:Iteration 5Q (10981.130000 sec): 3 clusters
  Score: Raw -18709.641726 + Penalty 1787.908918 = -16921.732808
  nChanged 0
		SP:Iteration 6F (10981.260000 sec): 3 clusters
  Score: Raw -18709.641726 + Penalty 1787.908918 = -16921.732808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10981.360000 sec): 2 clusters
  Score: Raw -98834.075039 + Penalty 1099.318834 = -97734.756205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10981.540000 sec): 3 clusters
  Score: Raw -98614.062148 + Penalty 2198.637667 = -96415.424480
  nChanged 243
		SP:Iteration 1F (10981.720000 sec): 3 clusters
  Score: Raw -98855.677242 + Penalty 2198.637667 = -96657.039574
  nChanged 63
		SP:Iteration 2F (10981.910000 sec): 3 clusters
  Score: Raw -98929.136249 + Penalty 2198.637667 = -96730.498582
  nChanged 35
		SP:Iteration 3Q (10982.050000 sec): 3 clusters
  Score: Raw -98976.506738 + Penalty 2198.637667 = -96777.869071
  nChanged 25
		SP:Iteration 4Q (10982.230000 sec): 3 clusters
  Score: Raw -99001.146944 + Penalty 2198.637667 = -96802.509276
  nChanged 18
		SP:Iteration 5Q (10982.430000 sec): 3 clusters
  Score: Raw -99017.488759 + Penalty 2198.637667 = -96818.851091
  nChanged 11
		SP:Iteration 6Q (10982.620000 sec): 3 clusters
  Score: Raw -99028.890932 + Penalty 2198.637667 = -96830.253264
  nChanged 8
		SP:Iteration 7Q (10982.820000 sec): 3 clusters
  Score: Raw -99035.185830 + Penalty 2198.637667 = -96836.548162
  nChanged 12
		SP:Iteration 8Q (10983.030000 sec): 3 clusters
  Score: Raw -99047.177004 + Penalty 2198.637667 = -96848.539337
  nChanged 15
		SP:Iteration 9Q (10983.210000 sec): 3 clusters
  Score: Raw -99056.808535 + Penalty 2198.637667 = -96858.170868
  nChanged 15
		SP:Iteration 10Q (10983.350000 sec): 3 clusters
  Score: Raw -99067.504932 + Penalty 2198.637667 = -96868.867265
  nChanged 18
		SP:Iteration 11Q (10983.570000 sec): 3 clusters
  Score: Raw -99087.731914 + Penalty 2198.637667 = -96889.094247
  nChanged 25
		SP:Iteration 12Q (10983.700000 sec): 3 clusters
  Score: Raw -99121.664900 + Penalty 2198.637667 = -96923.027233
  nChanged 31
		SP:Iteration 13Q (10983.890000 sec): 3 clusters
  Score: Raw -99177.160802 + Penalty 2198.637667 = -96978.523135
  nChanged 30
		SP:Iteration 14Q (10984.050000 sec): 3 clusters
  Score: Raw -99232.444955 + Penalty 2198.637667 = -97033.807287
  nChanged 26
		SP:Iteration 15Q (10984.250000 sec): 3 clusters
  Score: Raw -99333.898682 + Penalty 2198.637667 = -97135.261015
  nChanged 33
		SP:Iteration 16Q (10984.440000 sec): 3 clusters
  Score: Raw -99410.288171 + Penalty 2198.637667 = -97211.650504
  nChanged 15
		SP:Iteration 17Q (10984.620000 sec): 3 clusters
  Score: Raw -99432.398141 + Penalty 2198.637667 = -97233.760474
  nChanged 10
		SP:Iteration 18Q (10984.760000 sec): 3 clusters
  Score: Raw -99446.885076 + Penalty 2198.637667 = -97248.247408
  nChanged 5
		SP:Iteration 19Q (10984.960000 sec): 3 clusters
  Score: Raw -99453.160566 + Penalty 2198.637667 = -97254.522898
  nChanged 3
		SP:Iteration 20F (10985.120000 sec): 3 clusters
  Score: Raw -99468.336840 + Penalty 2198.637667 = -97269.699173
  nChanged 5
		SP:Iteration 21Q (10985.290000 sec): 3 clusters
  Score: Raw -99485.560476 + Penalty 2198.637667 = -97286.922809
  nChanged 5
		SP:Iteration 22Q (10985.470000 sec): 3 clusters
  Score: Raw -99495.141592 + Penalty 2198.637667 = -97296.503925
  nChanged 0
		SP:Iteration 23F (10985.650000 sec): 3 clusters
  Score: Raw -99495.141592 + Penalty 2198.637667 = -97296.503925
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10985.770000 sec): 2 clusters
  Score: Raw -391346.499171 + Penalty 1319.014789 = -390027.484382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10985.960000 sec): 3 clusters
  Score: Raw -389726.153385 + Penalty 2638.029579 = -387088.123806
  nChanged 1274
		SP:Iteration 1F (10986.170000 sec): 3 clusters
  Score: Raw -390499.366621 + Penalty 2638.029579 = -387861.337043
  nChanged 286
		SP:Iteration 2F (10986.340000 sec): 3 clusters
  Score: Raw -390726.332881 + Penalty 2638.029579 = -388088.303302
  nChanged 233
		SP:Iteration 3F (10986.580000 sec): 3 clusters
  Score: Raw -390899.786496 + Penalty 2638.029579 = -388261.756918
  nChanged 201
		SP:Iteration 4F (10986.760000 sec): 3 clusters
  Score: Raw -391042.878114 + Penalty 2638.029579 = -388404.848535
  nChanged 146
		SP:Iteration 5Q (10986.910000 sec): 3 clusters
  Score: Raw -391142.429826 + Penalty 2638.029579 = -388504.400248
  nChanged 126
		SP:Iteration 6Q (10987.120000 sec): 3 clusters
  Score: Raw -391216.697081 + Penalty 2638.029579 = -388578.667502
  nChanged 91
		SP:Iteration 7Q (10987.290000 sec): 3 clusters
  Score: Raw -391262.382803 + Penalty 2638.029579 = -388624.353225
  nChanged 51
		SP:Iteration 8Q (10987.470000 sec): 3 clusters
  Score: Raw -391285.386571 + Penalty 2638.029579 = -388647.356992
  nChanged 55
		SP:Iteration 9Q (10987.640000 sec): 3 clusters
  Score: Raw -391314.264062 + Penalty 2638.029579 = -388676.234483
  nChanged 55
		SP:Iteration 10Q (10987.850000 sec): 3 clusters
  Score: Raw -391341.684407 + Penalty 2638.029579 = -388703.654828
  nChanged 59
		SP:Iteration 11Q (10988.020000 sec): 3 clusters
  Score: Raw -391380.410361 + Penalty 2638.029579 = -388742.380783
  nChanged 60
		SP:Iteration 12Q (10988.190000 sec): 3 clusters
  Score: Raw -391419.233469 + Penalty 2638.029579 = -388781.203890
  nChanged 74
		SP:Iteration 13Q (10988.390000 sec): 3 clusters
  Score: Raw -391480.435459 + Penalty 2638.029579 = -388842.405881
  nChanged 80
		SP:Iteration 14Q (10988.580000 sec): 3 clusters
  Score: Raw -391542.074211 + Penalty 2638.029579 = -388904.044633
  nChanged 72
		SP:Iteration 15Q (10988.760000 sec): 3 clusters
  Score: Raw -391591.215727 + Penalty 2638.029579 = -388953.186148
  nChanged 56
		SP:Iteration 16Q (10988.960000 sec): 3 clusters
  Score: Raw -391633.565801 + Penalty 2638.029579 = -388995.536223
  nChanged 68
		SP:Iteration 17Q (10989.130000 sec): 3 clusters
  Score: Raw -391685.117333 + Penalty 2638.029579 = -389047.087754
  nChanged 65
		SP:Iteration 18Q (10989.340000 sec): 3 clusters
  Score: Raw -391726.354839 + Penalty 2638.029579 = -389088.325261
  nChanged 53
		SP:Iteration 19Q (10989.470000 sec): 3 clusters
  Score: Raw -391756.996994 + Penalty 2638.029579 = -389118.967416
  nChanged 49
		SP:Iteration 20F (10989.660000 sec): 3 clusters
  Score: Raw -391789.297942 + Penalty 2638.029579 = -389151.268364
  nChanged 51
		SP:Iteration 21Q (10989.860000 sec): 3 clusters
  Score: Raw -391822.555661 + Penalty 2638.029579 = -389184.526082
  nChanged 45
		SP:Iteration 22Q (10990.040000 sec): 3 clusters
  Score: Raw -391846.310599 + Penalty 2638.029579 = -389208.281020
  nChanged 46
		SP:Iteration 23Q (10990.210000 sec): 3 clusters
  Score: Raw -391866.277431 + Penalty 2638.029579 = -389228.247852
  nChanged 35
		SP:Iteration 24Q (10990.410000 sec): 3 clusters
  Score: Raw -391879.019576 + Penalty 2638.029579 = -389240.989997
  nChanged 23
		SP:Iteration 25Q (10990.610000 sec): 3 clusters
  Score: Raw -391887.091199 + Penalty 2638.029579 = -389249.061620
  nChanged 16
		SP:Iteration 26Q (10990.770000 sec): 3 clusters
  Score: Raw -391894.086476 + Penalty 2638.029579 = -389256.056897
  nChanged 20
		SP:Iteration 27Q (10990.930000 sec): 3 clusters
  Score: Raw -391899.912531 + Penalty 2638.029579 = -389261.882953
  nChanged 16
		SP:Iteration 28Q (10991.110000 sec): 3 clusters
  Score: Raw -391906.794046 + Penalty 2638.029579 = -389268.764467
  nChanged 15
		SP:Iteration 29Q (10991.340000 sec): 3 clusters
  Score: Raw -391912.125730 + Penalty 2638.029579 = -389274.096151
  nChanged 13
		SP:Iteration 30Q (10991.490000 sec): 3 clusters
  Score: Raw -391917.456643 + Penalty 2638.029579 = -389279.427065
  nChanged 9
		SP:Iteration 31Q (10991.710000 sec): 3 clusters
  Score: Raw -391920.412181 + Penalty 2638.029579 = -389282.382602
  nChanged 6
		SP:Iteration 32Q (10991.870000 sec): 3 clusters
  Score: Raw -391922.612860 + Penalty 2638.029579 = -389284.583281
  nChanged 4
		SP:Iteration 33Q (10992.040000 sec): 3 clusters
  Score: Raw -391924.112863 + Penalty 2638.029579 = -389286.083284
  nChanged 2
		SP:Iteration 34Q (10992.240000 sec): 3 clusters
  Score: Raw -391925.360154 + Penalty 2638.029579 = -389287.330576
  nChanged 4
		SP:Iteration 35Q (10992.410000 sec): 3 clusters
  Score: Raw -391926.777781 + Penalty 2638.029579 = -389288.748203
  nChanged 3
		SP:Iteration 36Q (10992.610000 sec): 3 clusters
  Score: Raw -391927.143964 + Penalty 2638.029579 = -389289.114386
  nChanged 1
		SP:Iteration 37Q (10992.790000 sec): 3 clusters
  Score: Raw -391927.263000 + Penalty 2638.029579 = -389289.233421
  nChanged 0
		SP:Iteration 38F (10992.940000 sec): 3 clusters
  Score: Raw -391927.263000 + Penalty 2638.029579 = -389289.233421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10993.150000 sec): 2 clusters
  Score: Raw -1807042.838609 + Penalty 1565.211774 = -1805477.626835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10993.370000 sec): 3 clusters
  Score: Raw -1798092.244498 + Penalty 3130.423547 = -1794961.820951
  nChanged 6752
		SP:Iteration 1F (10993.630000 sec): 3 clusters
  Score: Raw -1801867.162509 + Penalty 3130.423547 = -1798736.738962
  nChanged 895
		SP:Iteration 2F (10993.880000 sec): 3 clusters
  Score: Raw -1802270.562084 + Penalty 3130.423547 = -1799140.138537
  nChanged 838
		SP:Iteration 3F (10994.120000 sec): 3 clusters
  Score: Raw -1802662.147246 + Penalty 3130.423547 = -1799531.723699
  nChanged 786
		SP:Iteration 4F (10994.310000 sec): 3 clusters
  Score: Raw -1803080.868786 + Penalty 3130.423547 = -1799950.445239
  nChanged 816
		SP:Iteration 5F (10994.540000 sec): 3 clusters
  Score: Raw -1803576.939475 + Penalty 3130.423547 = -1800446.515928
  nChanged 860
		SP:Iteration 6F (10994.770000 sec): 3 clusters
  Score: Raw -1804154.678148 + Penalty 3130.423547 = -1801024.254601
  nChanged 813
		SP:Iteration 7F (10994.970000 sec): 3 clusters
  Score: Raw -1804738.401541 + Penalty 3130.423547 = -1801607.977994
  nChanged 779
		SP:Iteration 8F (10995.220000 sec): 3 clusters
  Score: Raw -1805388.187005 + Penalty 3130.423547 = -1802257.763458
  nChanged 664
		SP:Iteration 9Q (10995.450000 sec): 3 clusters
  Score: Raw -1805940.152304 + Penalty 3130.423547 = -1802809.728757
  nChanged 526
		SP:Iteration 10Q (10995.660000 sec): 3 clusters
  Score: Raw -1806399.224351 + Penalty 3130.423547 = -1803268.800804
  nChanged 388
		SP:Iteration 11Q (10995.890000 sec): 3 clusters
  Score: Raw -1806753.494152 + Penalty 3130.423547 = -1803623.070604
  nChanged 293
		SP:Iteration 12Q (10996.160000 sec): 3 clusters
  Score: Raw -1807038.196844 + Penalty 3130.423547 = -1803907.773297
  nChanged 187
		SP:Iteration 13Q (10996.380000 sec): 3 clusters
  Score: Raw -1807188.840168 + Penalty 3130.423547 = -1804058.416621
  nChanged 134
		SP:Iteration 14Q (10996.590000 sec): 3 clusters
  Score: Raw -1807284.437845 + Penalty 3130.423547 = -1804154.014298
  nChanged 113
		SP:Iteration 15Q (10996.820000 sec): 3 clusters
  Score: Raw -1807357.754310 + Penalty 3130.423547 = -1804227.330763
  nChanged 83
		SP:Iteration 16Q (10997.080000 sec): 3 clusters
  Score: Raw -1807419.307968 + Penalty 3130.423547 = -1804288.884421
  nChanged 77
		SP:Iteration 17Q (10997.290000 sec): 3 clusters
  Score: Raw -1807468.824807 + Penalty 3130.423547 = -1804338.401260
  nChanged 63
		SP:Iteration 18Q (10997.510000 sec): 3 clusters
  Score: Raw -1807501.984713 + Penalty 3130.423547 = -1804371.561166
  nChanged 43
		SP:Iteration 19Q (10997.730000 sec): 3 clusters
  Score: Raw -1807518.287137 + Penalty 3130.423547 = -1804387.863590
  nChanged 21
		SP:Iteration 20F (10997.990000 sec): 3 clusters
  Score: Raw -1807527.826932 + Penalty 3130.423547 = -1804397.403384
  nChanged 22
		SP:Iteration 21Q (10998.180000 sec): 3 clusters
  Score: Raw -1807540.354409 + Penalty 3130.423547 = -1804409.930862
  nChanged 21
		SP:Iteration 22Q (10998.390000 sec): 3 clusters
  Score: Raw -1807547.909005 + Penalty 3130.423547 = -1804417.485458
  nChanged 16
		SP:Iteration 23Q (10998.620000 sec): 3 clusters
  Score: Raw -1807553.061240 + Penalty 3130.423547 = -1804422.637693
  nChanged 8
		SP:Iteration 24Q (10998.880000 sec): 3 clusters
  Score: Raw -1807555.566596 + Penalty 3130.423547 = -1804425.143049
  nChanged 5
		SP:Iteration 25Q (10999.100000 sec): 3 clusters
  Score: Raw -1807557.028886 + Penalty 3130.423547 = -1804426.605339
  nChanged 2
		SP:Iteration 26Q (10999.290000 sec): 3 clusters
  Score: Raw -1807557.503556 + Penalty 3130.423547 = -1804427.080009
  nChanged 0
		SP:Iteration 27F (10999.550000 sec): 3 clusters
  Score: Raw -1807557.503556 + Penalty 3130.423547 = -1804427.080009
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10999.650000 sec): 2 clusters
  Score: Raw -473955.047977 + Penalty 1349.520619 = -472605.527358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10999.880000 sec): 3 clusters
  Score: Raw -471847.698949 + Penalty 2699.041238 = -469148.657711
  nChanged 1639
		SP:Iteration 1F (11000.060000 sec): 3 clusters
  Score: Raw -472916.091382 + Penalty 2699.041238 = -470217.050145
  nChanged 325
		SP:Iteration 2F (11000.230000 sec): 3 clusters
  Score: Raw -473253.889884 + Penalty 2699.041238 = -470554.848646
  nChanged 324
		SP:Iteration 3F (11000.460000 sec): 3 clusters
  Score: Raw -473604.737474 + Penalty 2699.041238 = -470905.696237
  nChanged 294
		SP:Iteration 4F (11000.620000 sec): 3 clusters
  Score: Raw -473934.634193 + Penalty 2699.041238 = -471235.592956
  nChanged 271
		SP:Iteration 5F (11000.830000 sec): 3 clusters
  Score: Raw -474241.558261 + Penalty 2699.041238 = -471542.517024
  nChanged 253
		SP:Iteration 6F (11001.030000 sec): 3 clusters
  Score: Raw -474522.375058 + Penalty 2699.041238 = -471823.333820
  nChanged 189
		SP:Iteration 7Q (11001.180000 sec): 3 clusters
  Score: Raw -474719.942034 + Penalty 2699.041238 = -472020.900796
  nChanged 145
		SP:Iteration 8Q (11001.420000 sec): 3 clusters
  Score: Raw -474859.783490 + Penalty 2699.041238 = -472160.742253
  nChanged 104
		SP:Iteration 9Q (11001.600000 sec): 3 clusters
  Score: Raw -474932.881882 + Penalty 2699.041238 = -472233.840644
  nChanged 61
		SP:Iteration 10Q (11001.760000 sec): 3 clusters
  Score: Raw -474961.066400 + Penalty 2699.041238 = -472262.025163
  nChanged 30
		SP:Iteration 11Q (11001.960000 sec): 3 clusters
  Score: Raw -474972.598813 + Penalty 2699.041238 = -472273.557575
  nChanged 25
		SP:Iteration 12Q (11002.180000 sec): 3 clusters
  Score: Raw -474984.025706 + Penalty 2699.041238 = -472284.984468
  nChanged 18
		SP:Iteration 13Q (11002.380000 sec): 3 clusters
  Score: Raw -474990.538944 + Penalty 2699.041238 = -472291.497707
  nChanged 13
		SP:Iteration 14Q (11002.600000 sec): 3 clusters
  Score: Raw -474996.321358 + Penalty 2699.041238 = -472297.280121
  nChanged 12
		SP:Iteration 15Q (11002.760000 sec): 3 clusters
  Score: Raw -475000.662751 + Penalty 2699.041238 = -472301.621514
  nChanged 10
		SP:Iteration 16Q (11002.980000 sec): 3 clusters
  Score: Raw -475005.411687 + Penalty 2699.041238 = -472306.370450
  nChanged 12
		SP:Iteration 17Q (11003.100000 sec): 3 clusters
  Score: Raw -475008.875021 + Penalty 2699.041238 = -472309.833783
  nChanged 8
		SP:Iteration 18Q (11003.280000 sec): 3 clusters
  Score: Raw -475011.541736 + Penalty 2699.041238 = -472312.500498
  nChanged 9
		SP:Iteration 19Q (11003.490000 sec): 3 clusters
  Score: Raw -475014.354415 + Penalty 2699.041238 = -472315.313177
  nChanged 7
		SP:Iteration 20F (11003.630000 sec): 3 clusters
  Score: Raw -475016.008571 + Penalty 2699.041238 = -472316.967333
  nChanged 4
		SP:Iteration 21Q (11003.830000 sec): 3 clusters
  Score: Raw -475016.899951 + Penalty 2699.041238 = -472317.858713
  nChanged 5
		SP:Iteration 22Q (11004.040000 sec): 3 clusters
  Score: Raw -475018.030195 + Penalty 2699.041238 = -472318.988958
  nChanged 6
		SP:Iteration 23Q (11004.200000 sec): 3 clusters
  Score: Raw -475019.550793 + Penalty 2699.041238 = -472320.509555
  nChanged 4
		SP:Iteration 24Q (11004.400000 sec): 3 clusters
  Score: Raw -475020.931956 + Penalty 2699.041238 = -472321.890719
  nChanged 2
		SP:Iteration 25Q (11004.580000 sec): 3 clusters
  Score: Raw -475021.468380 + Penalty 2699.041238 = -472322.427143
  nChanged 1
		SP:Iteration 26Q (11004.780000 sec): 3 clusters
  Score: Raw -475021.548327 + Penalty 2699.041238 = -472322.507090
  nChanged 0
		SP:Iteration 27F (11004.980000 sec): 3 clusters
  Score: Raw -475021.548327 + Penalty 2699.041238 = -472322.507090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11005.080000 sec): 2 clusters
  Score: Raw -451774.821304 + Penalty 1344.085056 = -450430.736248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11005.240000 sec): 3 clusters
  Score: Raw -449817.783651 + Penalty 2688.170112 = -447129.613539
  nChanged 1527
		SP:Iteration 1F (11005.440000 sec): 3 clusters
  Score: Raw -450811.991161 + Penalty 2688.170112 = -448123.821048
  nChanged 352
		SP:Iteration 2F (11005.610000 sec): 3 clusters
  Score: Raw -451072.741434 + Penalty 2688.170112 = -448384.571322
  nChanged 230
		SP:Iteration 3F (11005.820000 sec): 3 clusters
  Score: Raw -451254.856410 + Penalty 2688.170112 = -448566.686298
  nChanged 221
		SP:Iteration 4F (11005.990000 sec): 3 clusters
  Score: Raw -451440.869258 + Penalty 2688.170112 = -448752.699146
  nChanged 218
		SP:Iteration 5F (11006.190000 sec): 3 clusters
  Score: Raw -451645.317685 + Penalty 2688.170112 = -448957.147573
  nChanged 212
		SP:Iteration 6F (11006.380000 sec): 3 clusters
  Score: Raw -451834.499157 + Penalty 2688.170112 = -449146.329045
  nChanged 164
		SP:Iteration 7Q (11006.610000 sec): 3 clusters
  Score: Raw -451984.981581 + Penalty 2688.170112 = -449296.811469
  nChanged 142
		SP:Iteration 8Q (11006.800000 sec): 3 clusters
  Score: Raw -452111.481295 + Penalty 2688.170112 = -449423.311182
  nChanged 122
		SP:Iteration 9Q (11006.990000 sec): 3 clusters
  Score: Raw -452235.377358 + Penalty 2688.170112 = -449547.207246
  nChanged 125
		SP:Iteration 10Q (11007.170000 sec): 3 clusters
  Score: Raw -452339.309675 + Penalty 2688.170112 = -449651.139563
  nChanged 115
		SP:Iteration 11Q (11007.360000 sec): 3 clusters
  Score: Raw -452425.468998 + Penalty 2688.170112 = -449737.298885
  nChanged 103
		SP:Iteration 12Q (11007.530000 sec): 3 clusters
  Score: Raw -452510.979803 + Penalty 2688.170112 = -449822.809690
  nChanged 91
		SP:Iteration 13Q (11007.720000 sec): 3 clusters
  Score: Raw -452574.990606 + Penalty 2688.170112 = -449886.820494
  nChanged 66
		SP:Iteration 14Q (11007.910000 sec): 3 clusters
  Score: Raw -452619.833563 + Penalty 2688.170112 = -449931.663451
  nChanged 56
		SP:Iteration 15Q (11008.080000 sec): 3 clusters
  Score: Raw -452648.284018 + Penalty 2688.170112 = -449960.113906
  nChanged 46
		SP:Iteration 16Q (11008.300000 sec): 3 clusters
  Score: Raw -452670.951314 + Penalty 2688.170112 = -449982.781201
  nChanged 35
		SP:Iteration 17Q (11008.470000 sec): 3 clusters
  Score: Raw -452689.783804 + Penalty 2688.170112 = -450001.613691
  nChanged 33
		SP:Iteration 18Q (11008.640000 sec): 3 clusters
  Score: Raw -452705.284054 + Penalty 2688.170112 = -450017.113941
  nChanged 27
		SP:Iteration 19Q (11008.830000 sec): 3 clusters
  Score: Raw -452717.733576 + Penalty 2688.170112 = -450029.563464
  nChanged 24
		SP:Iteration 20F (11008.980000 sec): 3 clusters
  Score: Raw -452726.233734 + Penalty 2688.170112 = -450038.063621
  nChanged 19
		SP:Iteration 21Q (11009.200000 sec): 3 clusters
  Score: Raw -452732.990580 + Penalty 2688.170112 = -450044.820468
  nChanged 19
		SP:Iteration 22Q (11009.390000 sec): 3 clusters
  Score: Raw -452739.959468 + Penalty 2688.170112 = -450051.789356
  nChanged 13
		SP:Iteration 23Q (11009.590000 sec): 3 clusters
  Score: Raw -452744.407923 + Penalty 2688.170112 = -450056.237810
  nChanged 12
		SP:Iteration 24Q (11009.760000 sec): 3 clusters
  Score: Raw -452749.150977 + Penalty 2688.170112 = -450060.980864
  nChanged 13
		SP:Iteration 25Q (11009.940000 sec): 3 clusters
  Score: Raw -452754.065901 + Penalty 2688.170112 = -450065.895789
  nChanged 15
		SP:Iteration 26Q (11010.100000 sec): 3 clusters
  Score: Raw -452762.491736 + Penalty 2688.170112 = -450074.321624
  nChanged 15
		SP:Iteration 27Q (11010.250000 sec): 3 clusters
  Score: Raw -452771.094468 + Penalty 2688.170112 = -450082.924356
  nChanged 14
		SP:Iteration 28Q (11010.460000 sec): 3 clusters
  Score: Raw -452776.678428 + Penalty 2688.170112 = -450088.508315
  nChanged 12
		SP:Iteration 29Q (11010.620000 sec): 3 clusters
  Score: Raw -452780.313446 + Penalty 2688.170112 = -450092.143334
  nChanged 9
		SP:Iteration 30Q (11010.780000 sec): 3 clusters
  Score: Raw -452783.092276 + Penalty 2688.170112 = -450094.922164
  nChanged 12
		SP:Iteration 31Q (11011.000000 sec): 3 clusters
  Score: Raw -452786.791390 + Penalty 2688.170112 = -450098.621278
  nChanged 8
		SP:Iteration 32Q (11011.140000 sec): 3 clusters
  Score: Raw -452788.905949 + Penalty 2688.170112 = -450100.735837
  nChanged 4
		SP:Iteration 33Q (11011.340000 sec): 3 clusters
  Score: Raw -452789.811228 + Penalty 2688.170112 = -450101.641116
  nChanged 3
		SP:Iteration 34Q (11011.490000 sec): 3 clusters
  Score: Raw -452790.836583 + Penalty 2688.170112 = -450102.666471
  nChanged 6
		SP:Iteration 35Q (11011.640000 sec): 3 clusters
  Score: Raw -452792.410271 + Penalty 2688.170112 = -450104.240158
  nChanged 2
		SP:Iteration 36Q (11011.810000 sec): 3 clusters
  Score: Raw -452792.776567 + Penalty 2688.170112 = -450104.606455
  nChanged 0
		SP:Iteration 37F (11011.990000 sec): 3 clusters
  Score: Raw -452792.776567 + Penalty 2688.170112 = -450104.606455
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11012.090000 sec): 2 clusters
  Score: Raw -59879.871243 + Penalty 1039.230010 = -58840.641233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11012.250000 sec): 3 clusters
  Score: Raw -59878.544775 + Penalty 2078.460019 = -57800.084756
  nChanged 159
		SP:Iteration 1F (11012.410000 sec): 3 clusters
  Score: Raw -60289.565547 + Penalty 2078.460019 = -58211.105528
  nChanged 65
		SP:Iteration 2F (11012.630000 sec): 3 clusters
  Score: Raw -60554.939448 + Penalty 2078.460019 = -58476.479428
  nChanged 44
		SP:Iteration 3F (11012.780000 sec): 3 clusters
  Score: Raw -60783.632854 + Penalty 2078.460019 = -58705.172834
  nChanged 31
		SP:Iteration 4F (11012.940000 sec): 3 clusters
  Score: Raw -60998.907445 + Penalty 2078.460019 = -58920.447425
  nChanged 20
		SP:Iteration 5Q (11013.140000 sec): 3 clusters
  Score: Raw -61125.846262 + Penalty 2078.460019 = -59047.386242
  nChanged 13
		SP:Iteration 6Q (11013.310000 sec): 3 clusters
  Score: Raw -61240.377330 + Penalty 2078.460019 = -59161.917311
  nChanged 7
		SP:Iteration 7Q (11013.470000 sec): 3 clusters
  Score: Raw -61294.279056 + Penalty 2078.460019 = -59215.819037
  nChanged 4
		SP:Iteration 8Q (11013.640000 sec): 3 clusters
  Score: Raw -61313.298591 + Penalty 2078.460019 = -59234.838571
  nChanged 3
		SP:Iteration 9Q (11013.830000 sec): 3 clusters
  Score: Raw -61320.233404 + Penalty 2078.460019 = -59241.773384
  nChanged 5
		SP:Iteration 10Q (11013.990000 sec): 3 clusters
  Score: Raw -61331.901021 + Penalty 2078.460019 = -59253.441001
  nChanged 1
		SP:Iteration 11Q (11014.160000 sec): 3 clusters
  Score: Raw -61333.166509 + Penalty 2078.460019 = -59254.706489
  nChanged 0
		SP:Iteration 12F (11014.370000 sec): 3 clusters
  Score: Raw -61333.166509 + Penalty 2078.460019 = -59254.706489
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11014.480000 sec): 2 clusters
  Score: Raw -61123.015812 + Penalty 1021.171801 = -60101.844011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11014.670000 sec): 3 clusters
  Score: Raw -61074.168021 + Penalty 2042.343602 = -59031.824419
  nChanged 139
		SP:Iteration 1F (11014.870000 sec): 3 clusters
  Score: Raw -61294.279353 + Penalty 2042.343602 = -59251.935751
  nChanged 37
		SP:Iteration 2F (11015.020000 sec): 3 clusters
  Score: Raw -61346.415476 + Penalty 2042.343602 = -59304.071874
  nChanged 21
		SP:Iteration 3Q (11015.190000 sec): 3 clusters
  Score: Raw -61376.758785 + Penalty 2042.343602 = -59334.415183
  nChanged 16
		SP:Iteration 4Q (11015.400000 sec): 3 clusters
  Score: Raw -61395.021205 + Penalty 2042.343602 = -59352.677602
  nChanged 12
		SP:Iteration 5Q (11015.570000 sec): 3 clusters
  Score: Raw -61411.867486 + Penalty 2042.343602 = -59369.523883
  nChanged 3
		SP:Iteration 6Q (11015.740000 sec): 3 clusters
  Score: Raw -61416.732193 + Penalty 2042.343602 = -59374.388590
  nChanged 3
		SP:Iteration 7Q (11015.950000 sec): 3 clusters
  Score: Raw -61418.318108 + Penalty 2042.343602 = -59375.974506
  nChanged 0
		SP:Iteration 8F (11016.160000 sec): 3 clusters
  Score: Raw -61418.318108 + Penalty 2042.343602 = -59375.974506
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11016.270000 sec): 2 clusters
  Score: Raw -375429.967919 + Penalty 1314.640565 = -374115.327355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11016.430000 sec): 3 clusters
  Score: Raw -373871.145698 + Penalty 2629.281130 = -371241.864568
  nChanged 1243
		SP:Iteration 1F (11016.580000 sec): 3 clusters
  Score: Raw -374609.822317 + Penalty 2629.281130 = -371980.541187
  nChanged 263
		SP:Iteration 2F (11016.780000 sec): 3 clusters
  Score: Raw -374819.071532 + Penalty 2629.281130 = -372189.790402
  nChanged 220
		SP:Iteration 3F (11017.000000 sec): 3 clusters
  Score: Raw -375034.896744 + Penalty 2629.281130 = -372405.615615
  nChanged 235
		SP:Iteration 4F (11017.150000 sec): 3 clusters
  Score: Raw -375340.974300 + Penalty 2629.281130 = -372711.693171
  nChanged 251
		SP:Iteration 5F (11017.390000 sec): 3 clusters
  Score: Raw -375785.495860 + Penalty 2629.281130 = -373156.214731
  nChanged 266
		SP:Iteration 6F (11017.540000 sec): 3 clusters
  Score: Raw -376129.577759 + Penalty 2629.281130 = -373500.296630
  nChanged 196
		SP:Iteration 7F (11017.750000 sec): 3 clusters
  Score: Raw -376296.405990 + Penalty 2629.281130 = -373667.124861
  nChanged 125
		SP:Iteration 8Q (11017.880000 sec): 3 clusters
  Score: Raw -376385.911391 + Penalty 2629.281130 = -373756.630261
  nChanged 67
		SP:Iteration 9Q (11018.050000 sec): 3 clusters
  Score: Raw -376423.907487 + Penalty 2629.281130 = -373794.626357
  nChanged 46
		SP:Iteration 10Q (11018.230000 sec): 3 clusters
  Score: Raw -376443.849932 + Penalty 2629.281130 = -373814.568802
  nChanged 24
		SP:Iteration 11Q (11018.410000 sec): 3 clusters
  Score: Raw -376453.317794 + Penalty 2629.281130 = -373824.036665
  nChanged 20
		SP:Iteration 12Q (11018.600000 sec): 3 clusters
  Score: Raw -376459.706900 + Penalty 2629.281130 = -373830.425771
  nChanged 7
		SP:Iteration 13Q (11018.750000 sec): 3 clusters
  Score: Raw -376461.965578 + Penalty 2629.281130 = -373832.684448
  nChanged 6
		SP:Iteration 14Q (11018.990000 sec): 3 clusters
  Score: Raw -376463.623268 + Penalty 2629.281130 = -373834.342138
  nChanged 4
		SP:Iteration 15Q (11019.140000 sec): 3 clusters
  Score: Raw -376465.114255 + Penalty 2629.281130 = -373835.833126
  nChanged 4
		SP:Iteration 16Q (11019.350000 sec): 3 clusters
  Score: Raw -376466.135433 + Penalty 2629.281130 = -373836.854304
  nChanged 2
		SP:Iteration 17Q (11019.530000 sec): 3 clusters
  Score: Raw -376466.788486 + Penalty 2629.281130 = -373837.507356
  nChanged 2
		SP:Iteration 18Q (11019.700000 sec): 3 clusters
  Score: Raw -376467.150783 + Penalty 2629.281130 = -373837.869653
  nChanged 1
		SP:Iteration 19Q (11019.860000 sec): 3 clusters
  Score: Raw -376467.357610 + Penalty 2629.281130 = -373838.076480
  nChanged 0
		SP:Iteration 20F (11020.040000 sec): 3 clusters
  Score: Raw -376467.357610 + Penalty 2629.281130 = -373838.076480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11020.150000 sec): 2 clusters
  Score: Raw -115588.642725 + Penalty 1148.577950 = -114440.064775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11020.320000 sec): 3 clusters
  Score: Raw -115256.654716 + Penalty 2297.155900 = -112959.498815
  nChanged 412
		SP:Iteration 1F (11020.550000 sec): 3 clusters
  Score: Raw -115825.205781 + Penalty 2297.155900 = -113528.049881
  nChanged 126
		SP:Iteration 2F (11020.680000 sec): 3 clusters
  Score: Raw -116075.832483 + Penalty 2297.155900 = -113778.676583
  nChanged 95
		SP:Iteration 3F (11020.860000 sec): 3 clusters
  Score: Raw -116328.954167 + Penalty 2297.155900 = -114031.798266
  nChanged 81
		SP:Iteration 4F (11021.080000 sec): 3 clusters
  Score: Raw -116513.893197 + Penalty 2297.155900 = -114216.737297
  nChanged 54
		SP:Iteration 5Q (11021.280000 sec): 3 clusters
  Score: Raw -116630.663393 + Penalty 2297.155900 = -114333.507493
  nChanged 43
		SP:Iteration 6Q (11021.450000 sec): 3 clusters
  Score: Raw -116690.983752 + Penalty 2297.155900 = -114393.827852
  nChanged 25
		SP:Iteration 7Q (11021.600000 sec): 3 clusters
  Score: Raw -116723.109174 + Penalty 2297.155900 = -114425.953274
  nChanged 24
		SP:Iteration 8Q (11021.810000 sec): 3 clusters
  Score: Raw -116754.194556 + Penalty 2297.155900 = -114457.038655
  nChanged 15
		SP:Iteration 9Q (11021.980000 sec): 3 clusters
  Score: Raw -116770.106568 + Penalty 2297.155900 = -114472.950667
  nChanged 9
		SP:Iteration 10Q (11022.120000 sec): 3 clusters
  Score: Raw -116776.545671 + Penalty 2297.155900 = -114479.389770
  nChanged 9
		SP:Iteration 11Q (11022.300000 sec): 3 clusters
  Score: Raw -116789.709902 + Penalty 2297.155900 = -114492.554002
  nChanged 7
		SP:Iteration 12Q (11022.490000 sec): 3 clusters
  Score: Raw -116804.811449 + Penalty 2297.155900 = -114507.655549
  nChanged 5
		SP:Iteration 13Q (11022.690000 sec): 3 clusters
  Score: Raw -116809.514290 + Penalty 2297.155900 = -114512.358390
  nChanged 2
		SP:Iteration 14Q (11022.890000 sec): 3 clusters
  Score: Raw -116810.541800 + Penalty 2297.155900 = -114513.385900
  nChanged 0
		SP:Iteration 15F (11023.040000 sec): 3 clusters
  Score: Raw -116810.541800 + Penalty 2297.155900 = -114513.385900
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11023.150000 sec): 2 clusters
  Score: Raw -306830.868329 + Penalty 1276.588982 = -305554.279347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11023.370000 sec): 3 clusters
  Score: Raw -305654.706471 + Penalty 2553.177965 = -303101.528506
  nChanged 956
		SP:Iteration 1F (11023.550000 sec): 3 clusters
  Score: Raw -306243.929742 + Penalty 2553.177965 = -303690.751777
  nChanged 177
		SP:Iteration 2F (11023.720000 sec): 3 clusters
  Score: Raw -306366.752608 + Penalty 2553.177965 = -303813.574643
  nChanged 117
		SP:Iteration 3Q (11023.930000 sec): 3 clusters
  Score: Raw -306448.043277 + Penalty 2553.177965 = -303894.865312
  nChanged 102
		SP:Iteration 4Q (11024.090000 sec): 3 clusters
  Score: Raw -306501.941625 + Penalty 2553.177965 = -303948.763660
  nChanged 64
		SP:Iteration 5Q (11024.290000 sec): 3 clusters
  Score: Raw -306533.996335 + Penalty 2553.177965 = -303980.818370
  nChanged 56
		SP:Iteration 6Q (11024.470000 sec): 3 clusters
  Score: Raw -306562.938850 + Penalty 2553.177965 = -304009.760885
  nChanged 48
		SP:Iteration 7Q (11024.660000 sec): 3 clusters
  Score: Raw -306588.324967 + Penalty 2553.177965 = -304035.147002
  nChanged 48
		SP:Iteration 8Q (11024.840000 sec): 3 clusters
  Score: Raw -306614.328871 + Penalty 2553.177965 = -304061.150907
  nChanged 52
		SP:Iteration 9Q (11025.060000 sec): 3 clusters
  Score: Raw -306645.809544 + Penalty 2553.177965 = -304092.631579
  nChanged 47
		SP:Iteration 10Q (11025.240000 sec): 3 clusters
  Score: Raw -306670.082851 + Penalty 2553.177965 = -304116.904887
  nChanged 47
		SP:Iteration 11Q (11025.390000 sec): 3 clusters
  Score: Raw -306697.305374 + Penalty 2553.177965 = -304144.127409
  nChanged 51
		SP:Iteration 12Q (11025.590000 sec): 3 clusters
  Score: Raw -306724.475612 + Penalty 2553.177965 = -304171.297647
  nChanged 33
		SP:Iteration 13Q (11025.770000 sec): 3 clusters
  Score: Raw -306740.511826 + Penalty 2553.177965 = -304187.333861
  nChanged 30
		SP:Iteration 14Q (11025.950000 sec): 3 clusters
  Score: Raw -306755.328284 + Penalty 2553.177965 = -304202.150319
  nChanged 33
		SP:Iteration 15Q (11026.160000 sec): 3 clusters
  Score: Raw -306774.643824 + Penalty 2553.177965 = -304221.465859
  nChanged 29
		SP:Iteration 16Q (11026.330000 sec): 3 clusters
  Score: Raw -306789.598743 + Penalty 2553.177965 = -304236.420778
  nChanged 27
		SP:Iteration 17Q (11026.530000 sec): 3 clusters
  Score: Raw -306803.398217 + Penalty 2553.177965 = -304250.220252
  nChanged 22
		SP:Iteration 18Q (11026.710000 sec): 3 clusters
  Score: Raw -306820.652958 + Penalty 2553.177965 = -304267.474993
  nChanged 23
		SP:Iteration 19Q (11026.840000 sec): 3 clusters
  Score: Raw -306836.096466 + Penalty 2553.177965 = -304282.918501
  nChanged 23
		SP:Iteration 20F (11027.050000 sec): 3 clusters
  Score: Raw -306849.557874 + Penalty 2553.177965 = -304296.379909
  nChanged 19
		SP:Iteration 21Q (11027.180000 sec): 3 clusters
  Score: Raw -306860.575961 + Penalty 2553.177965 = -304307.397996
  nChanged 24
		SP:Iteration 22Q (11027.380000 sec): 3 clusters
  Score: Raw -306874.634604 + Penalty 2553.177965 = -304321.456639
  nChanged 20
		SP:Iteration 23Q (11027.570000 sec): 3 clusters
  Score: Raw -306888.420468 + Penalty 2553.177965 = -304335.242503
  nChanged 23
		SP:Iteration 24Q (11027.710000 sec): 3 clusters
  Score: Raw -306900.550139 + Penalty 2553.177965 = -304347.372174
  nChanged 13
		SP:Iteration 25Q (11027.900000 sec): 3 clusters
  Score: Raw -306906.131569 + Penalty 2553.177965 = -304352.953604
  nChanged 11
		SP:Iteration 26Q (11028.130000 sec): 3 clusters
  Score: Raw -306913.992006 + Penalty 2553.177965 = -304360.814041
  nChanged 17
		SP:Iteration 27Q (11028.290000 sec): 3 clusters
  Score: Raw -306922.376814 + Penalty 2553.177965 = -304369.198849
  nChanged 19
		SP:Iteration 28Q (11028.490000 sec): 3 clusters
  Score: Raw -306933.694211 + Penalty 2553.177965 = -304380.516246
  nChanged 18
		SP:Iteration 29Q (11028.650000 sec): 3 clusters
  Score: Raw -306942.158241 + Penalty 2553.177965 = -304388.980276
  nChanged 10
		SP:Iteration 30Q (11028.870000 sec): 3 clusters
  Score: Raw -306947.035276 + Penalty 2553.177965 = -304393.857311
  nChanged 12
		SP:Iteration 31Q (11029.030000 sec): 3 clusters
  Score: Raw -306955.226342 + Penalty 2553.177965 = -304402.048377
  nChanged 12
		SP:Iteration 32Q (11029.210000 sec): 3 clusters
  Score: Raw -306961.600783 + Penalty 2553.177965 = -304408.422818
  nChanged 11
		SP:Iteration 33Q (11029.400000 sec): 3 clusters
  Score: Raw -306969.137092 + Penalty 2553.177965 = -304415.959127
  nChanged 13
		SP:Iteration 34Q (11029.580000 sec): 3 clusters
  Score: Raw -306975.944951 + Penalty 2553.177965 = -304422.766986
  nChanged 9
		SP:Iteration 35Q (11029.740000 sec): 3 clusters
  Score: Raw -306980.663478 + Penalty 2553.177965 = -304427.485513
  nChanged 9
		SP:Iteration 36Q (11029.960000 sec): 3 clusters
  Score: Raw -306985.568658 + Penalty 2553.177965 = -304432.390694
  nChanged 11
		SP:Iteration 37Q (11030.140000 sec): 3 clusters
  Score: Raw -306993.148334 + Penalty 2553.177965 = -304439.970369
  nChanged 17
		SP:Iteration 38Q (11030.340000 sec): 3 clusters
  Score: Raw -307005.307757 + Penalty 2553.177965 = -304452.129793
  nChanged 19
		SP:Iteration 39Q (11030.520000 sec): 3 clusters
  Score: Raw -307020.262641 + Penalty 2553.177965 = -304467.084676
  nChanged 21
		SP:Iteration 40F (11030.660000 sec): 3 clusters
  Score: Raw -307037.371734 + Penalty 2553.177965 = -304484.193770
  nChanged 20
		SP:Iteration 41Q (11030.850000 sec): 3 clusters
  Score: Raw -307047.887630 + Penalty 2553.177965 = -304494.709665
  nChanged 14
		SP:Iteration 42Q (11031.090000 sec): 3 clusters
  Score: Raw -307056.840803 + Penalty 2553.177965 = -304503.662838
  nChanged 15
		SP:Iteration 43Q (11031.270000 sec): 3 clusters
  Score: Raw -307067.903661 + Penalty 2553.177965 = -304514.725696
  nChanged 17
		SP:Iteration 44Q (11031.410000 sec): 3 clusters
  Score: Raw -307076.827962 + Penalty 2553.177965 = -304523.649997
  nChanged 9
		SP:Iteration 45Q (11031.590000 sec): 3 clusters
  Score: Raw -307082.563168 + Penalty 2553.177965 = -304529.385204
  nChanged 12
		SP:Iteration 46Q (11031.770000 sec): 3 clusters
  Score: Raw -307089.007542 + Penalty 2553.177965 = -304535.829577
  nChanged 8
		SP:Iteration 47Q (11031.940000 sec): 3 clusters
  Score: Raw -307094.521939 + Penalty 2553.177965 = -304541.343974
  nChanged 11
		SP:Iteration 48Q (11032.130000 sec): 3 clusters
  Score: Raw -307101.684979 + Penalty 2553.177965 = -304548.507014
  nChanged 7
		SP:Iteration 49Q (11032.310000 sec): 3 clusters
  Score: Raw -307107.108624 + Penalty 2553.177965 = -304553.930659
  nChanged 9
		SP:Iteration 50Q (11032.480000 sec): 3 clusters
  Score: Raw -307115.079785 + Penalty 2553.177965 = -304561.901820
  nChanged 15
		SP:Iteration 51Q (11032.660000 sec): 3 clusters
  Score: Raw -307126.502363 + Penalty 2553.177965 = -304573.324398
  nChanged 16
		SP:Iteration 52Q (11032.890000 sec): 3 clusters
  Score: Raw -307142.853113 + Penalty 2553.177965 = -304589.675148
  nChanged 21
		SP:Iteration 53Q (11033.080000 sec): 3 clusters
  Score: Raw -307159.122598 + Penalty 2553.177965 = -304605.944633
  nChanged 18
		SP:Iteration 54Q (11033.220000 sec): 3 clusters
  Score: Raw -307175.395927 + Penalty 2553.177965 = -304622.217962
  nChanged 28
		SP:Iteration 55Q (11033.440000 sec): 3 clusters
  Score: Raw -307201.373954 + Penalty 2553.177965 = -304648.195989
  nChanged 33
		SP:Iteration 56Q (11033.590000 sec): 3 clusters
  Score: Raw -307231.424034 + Penalty 2553.177965 = -304678.246070
  nChanged 26
		SP:Iteration 57Q (11033.790000 sec): 3 clusters
  Score: Raw -307263.983753 + Penalty 2553.177965 = -304710.805788
  nChanged 26
		SP:Iteration 58Q (11033.960000 sec): 3 clusters
  Score: Raw -307285.312942 + Penalty 2553.177965 = -304732.134977
  nChanged 22
		SP:Iteration 59Q (11034.170000 sec): 3 clusters
  Score: Raw -307301.983899 + Penalty 2553.177965 = -304748.805934
  nChanged 18
		SP:Iteration 60F (11034.360000 sec): 3 clusters
  Score: Raw -307313.323602 + Penalty 2553.177965 = -304760.145637
  nChanged 6
		SP:Iteration 61Q (11034.520000 sec): 3 clusters
  Score: Raw -307316.555104 + Penalty 2553.177965 = -304763.377139
  nChanged 6
		SP:Iteration 62Q (11034.720000 sec): 3 clusters
  Score: Raw -307318.283857 + Penalty 2553.177965 = -304765.105892
  nChanged 3
		SP:Iteration 63Q (11034.890000 sec): 3 clusters
  Score: Raw -307319.321874 + Penalty 2553.177965 = -304766.143909
  nChanged 3
		SP:Iteration 64Q (11035.040000 sec): 3 clusters
  Score: Raw -307320.948124 + Penalty 2553.177965 = -304767.770159
  nChanged 3
		SP:Iteration 65Q (11035.240000 sec): 3 clusters
  Score: Raw -307322.237015 + Penalty 2553.177965 = -304769.059050
  nChanged 2
		SP:Iteration 66Q (11035.410000 sec): 3 clusters
  Score: Raw -307323.103435 + Penalty 2553.177965 = -304769.925470
  nChanged 2
		SP:Iteration 67Q (11035.600000 sec): 3 clusters
  Score: Raw -307324.106569 + Penalty 2553.177965 = -304770.928605
  nChanged 0
		SP:Iteration 68F (11035.820000 sec): 3 clusters
  Score: Raw -307324.106569 + Penalty 2553.177965 = -304770.928605
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (5236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11035.900000 sec): 2 clusters
  Score: Raw -602839.837926 + Penalty 1391.538383 = -601448.299543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11036.160000 sec): 3 clusters
  Score: Raw -600171.974881 + Penalty 2783.076766 = -597388.898115
  nChanged 2079
		SP:Iteration 1F (11036.360000 sec): 3 clusters
  Score: Raw -601297.933223 + Penalty 2783.076766 = -598514.856457
  nChanged 410
		SP:Iteration 2F (11036.570000 sec): 3 clusters
  Score: Raw -601612.276706 + Penalty 2783.076766 = -598829.199940
  nChanged 331
		SP:Iteration 3F (11036.760000 sec): 3 clusters
  Score: Raw -601892.542049 + Penalty 2783.076766 = -599109.465282
  nChanged 334
		SP:Iteration 4F (11036.940000 sec): 3 clusters
  Score: Raw -602193.000856 + Penalty 2783.076766 = -599409.924089
  nChanged 319
		SP:Iteration 5F (11037.120000 sec): 3 clusters
  Score: Raw -602476.807593 + Penalty 2783.076766 = -599693.730827
  nChanged 321
		SP:Iteration 6F (11037.320000 sec): 3 clusters
  Score: Raw -602811.456387 + Penalty 2783.076766 = -600028.379621
  nChanged 321
		SP:Iteration 7F (11037.470000 sec): 3 clusters
  Score: Raw -603133.910732 + Penalty 2783.076766 = -600350.833965
  nChanged 266
		SP:Iteration 8F (11037.640000 sec): 3 clusters
  Score: Raw -603344.965154 + Penalty 2783.076766 = -600561.888388
  nChanged 218
		SP:Iteration 9Q (11037.820000 sec): 3 clusters
  Score: Raw -603494.604485 + Penalty 2783.076766 = -600711.527719
  nChanged 131
		SP:Iteration 10Q (11038.060000 sec): 3 clusters
  Score: Raw -603568.853689 + Penalty 2783.076766 = -600785.776922
  nChanged 98
		SP:Iteration 11Q (11038.240000 sec): 3 clusters
  Score: Raw -603617.098655 + Penalty 2783.076766 = -600834.021888
  nChanged 84
		SP:Iteration 12Q (11038.410000 sec): 3 clusters
  Score: Raw -603663.969736 + Penalty 2783.076766 = -600880.892970
  nChanged 67
		SP:Iteration 13Q (11038.610000 sec): 3 clusters
  Score: Raw -603690.355659 + Penalty 2783.076766 = -600907.278893
  nChanged 55
		SP:Iteration 14Q (11038.800000 sec): 3 clusters
  Score: Raw -603710.417356 + Penalty 2783.076766 = -600927.340590
  nChanged 43
		SP:Iteration 15Q (11038.990000 sec): 3 clusters
  Score: Raw -603731.401828 + Penalty 2783.076766 = -600948.325061
  nChanged 50
		SP:Iteration 16Q (11039.140000 sec): 3 clusters
  Score: Raw -603772.731889 + Penalty 2783.076766 = -600989.655123
  nChanged 65
		SP:Iteration 17Q (11039.340000 sec): 3 clusters
  Score: Raw -603857.760967 + Penalty 2783.076766 = -601074.684201
  nChanged 87
		SP:Iteration 18Q (11039.530000 sec): 3 clusters
  Score: Raw -604029.178535 + Penalty 2783.076766 = -601246.101769
  nChanged 114
		SP:Iteration 19Q (11039.710000 sec): 3 clusters
  Score: Raw -604325.828910 + Penalty 2783.076766 = -601542.752144
  nChanged 123
		SP:Iteration 20F (11039.900000 sec): 3 clusters
  Score: Raw -604556.329038 + Penalty 2783.076766 = -601773.252271
  nChanged 109
		SP:Iteration 21Q (11040.110000 sec): 3 clusters
  Score: Raw -604666.011707 + Penalty 2783.076766 = -601882.934941
  nChanged 109
		SP:Iteration 22Q (11040.310000 sec): 3 clusters
  Score: Raw -604746.674496 + Penalty 2783.076766 = -601963.597730
  nChanged 88
		SP:Iteration 23Q (11040.510000 sec): 3 clusters
  Score: Raw -604798.703066 + Penalty 2783.076766 = -602015.626300
  nChanged 76
		SP:Iteration 24Q (11040.700000 sec): 3 clusters
  Score: Raw -604851.013548 + Penalty 2783.076766 = -602067.936782
  nChanged 76
		SP:Iteration 25Q (11040.870000 sec): 3 clusters
  Score: Raw -604901.535135 + Penalty 2783.076766 = -602118.458368
  nChanged 72
		SP:Iteration 26Q (11041.090000 sec): 3 clusters
  Score: Raw -604943.878937 + Penalty 2783.076766 = -602160.802171
  nChanged 58
		SP:Iteration 27Q (11041.270000 sec): 3 clusters
  Score: Raw -604976.801320 + Penalty 2783.076766 = -602193.724554
  nChanged 48
		SP:Iteration 28Q (11041.480000 sec): 3 clusters
  Score: Raw -605003.649007 + Penalty 2783.076766 = -602220.572241
  nChanged 36
		SP:Iteration 29Q (11041.690000 sec): 3 clusters
  Score: Raw -605018.244039 + Penalty 2783.076766 = -602235.167273
  nChanged 21
		SP:Iteration 30Q (11041.860000 sec): 3 clusters
  Score: Raw -605024.747430 + Penalty 2783.076766 = -602241.670663
  nChanged 16
		SP:Iteration 31Q (11042.060000 sec): 3 clusters
  Score: Raw -605029.499557 + Penalty 2783.076766 = -602246.422791
  nChanged 11
		SP:Iteration 32Q (11042.260000 sec): 3 clusters
  Score: Raw -605034.110562 + Penalty 2783.076766 = -602251.033796
  nChanged 16
		SP:Iteration 33Q (11042.440000 sec): 3 clusters
  Score: Raw -605040.082267 + Penalty 2783.076766 = -602257.005500
  nChanged 14
		SP:Iteration 34Q (11042.620000 sec): 3 clusters
  Score: Raw -605044.621664 + Penalty 2783.076766 = -602261.544897
  nChanged 18
		SP:Iteration 35Q (11042.870000 sec): 3 clusters
  Score: Raw -605051.384797 + Penalty 2783.076766 = -602268.308030
  nChanged 15
		SP:Iteration 36Q (11043.030000 sec): 3 clusters
  Score: Raw -605059.872874 + Penalty 2783.076766 = -602276.796108
  nChanged 13
		SP:Iteration 37Q (11043.240000 sec): 3 clusters
  Score: Raw -605062.956918 + Penalty 2783.076766 = -602279.880152
  nChanged 10
		SP:Iteration 38Q (11043.460000 sec): 3 clusters
  Score: Raw -605064.912677 + Penalty 2783.076766 = -602281.835910
  nChanged 2
		SP:Iteration 39Q (11043.660000 sec): 3 clusters
  Score: Raw -605065.259921 + Penalty 2783.076766 = -602282.183155
  nChanged 2
		SP:Iteration 40F (11043.820000 sec): 3 clusters
  Score: Raw -605067.609050 + Penalty 2783.076766 = -602284.532283
  nChanged 7
		SP:Iteration 41Q (11043.990000 sec): 3 clusters
  Score: Raw -605069.962807 + Penalty 2783.076766 = -602286.886041
  nChanged 10
		SP:Iteration 42Q (11044.180000 sec): 3 clusters
  Score: Raw -605071.570354 + Penalty 2783.076766 = -602288.493588
  nChanged 4
		SP:Iteration 43Q (11044.400000 sec): 3 clusters
  Score: Raw -605072.017062 + Penalty 2783.076766 = -602288.940296
  nChanged 1
		SP:Iteration 44Q (11044.570000 sec): 3 clusters
  Score: Raw -605072.189757 + Penalty 2783.076766 = -602289.112990
  nChanged 2
		SP:Iteration 45Q (11044.760000 sec): 3 clusters
  Score: Raw -605072.382015 + Penalty 2783.076766 = -602289.305249
  nChanged 1
		SP:Iteration 46Q (11044.940000 sec): 3 clusters
  Score: Raw -605072.559932 + Penalty 2783.076766 = -602289.483165
  nChanged 1
		SP:Iteration 47Q (11045.150000 sec): 3 clusters
  Score: Raw -605072.677274 + Penalty 2783.076766 = -602289.600507
  nChanged 1
		SP:Iteration 48Q (11045.340000 sec): 3 clusters
  Score: Raw -605072.772897 + Penalty 2783.076766 = -602289.696131
  nChanged 0
		SP:Iteration 49F (11045.540000 sec): 3 clusters
  Score: Raw -605072.772897 + Penalty 2783.076766 = -602289.696131
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11045.660000 sec): 2 clusters
  Score: Raw -593774.131845 + Penalty 1383.881312 = -592390.250532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11045.840000 sec): 3 clusters
  Score: Raw -591159.663543 + Penalty 2767.762625 = -588391.900919
  nChanged 2068
		SP:Iteration 1F (11046.010000 sec): 3 clusters
  Score: Raw -592290.928579 + Penalty 2767.762625 = -589523.165954
  nChanged 340
		SP:Iteration 2F (11046.250000 sec): 3 clusters
  Score: Raw -592480.001117 + Penalty 2767.762625 = -589712.238492
  nChanged 273
		SP:Iteration 3F (11046.410000 sec): 3 clusters
  Score: Raw -592605.349961 + Penalty 2767.762625 = -589837.587336
  nChanged 213
		SP:Iteration 4Q (11046.590000 sec): 3 clusters
  Score: Raw -592705.221740 + Penalty 2767.762625 = -589937.459115
  nChanged 165
		SP:Iteration 5Q (11046.800000 sec): 3 clusters
  Score: Raw -592772.084975 + Penalty 2767.762625 = -590004.322351
  nChanged 137
		SP:Iteration 6Q (11046.980000 sec): 3 clusters
  Score: Raw -592831.834062 + Penalty 2767.762625 = -590064.071437
  nChanged 128
		SP:Iteration 7Q (11047.180000 sec): 3 clusters
  Score: Raw -592899.678286 + Penalty 2767.762625 = -590131.915661
  nChanged 137
		SP:Iteration 8Q (11047.370000 sec): 3 clusters
  Score: Raw -592962.660334 + Penalty 2767.762625 = -590194.897709
  nChanged 127
		SP:Iteration 9Q (11047.570000 sec): 3 clusters
  Score: Raw -593027.867406 + Penalty 2767.762625 = -590260.104781
  nChanged 131
		SP:Iteration 10Q (11047.760000 sec): 3 clusters
  Score: Raw -593096.366091 + Penalty 2767.762625 = -590328.603466
  nChanged 125
		SP:Iteration 11Q (11047.960000 sec): 3 clusters
  Score: Raw -593163.292560 + Penalty 2767.762625 = -590395.529936
  nChanged 136
		SP:Iteration 12Q (11048.120000 sec): 3 clusters
  Score: Raw -593233.921464 + Penalty 2767.762625 = -590466.158840
  nChanged 138
		SP:Iteration 13Q (11048.320000 sec): 3 clusters
  Score: Raw -593297.058510 + Penalty 2767.762625 = -590529.295885
  nChanged 125
		SP:Iteration 14Q (11048.540000 sec): 3 clusters
  Score: Raw -593358.874636 + Penalty 2767.762625 = -590591.112011
  nChanged 130
		SP:Iteration 15Q (11048.710000 sec): 3 clusters
  Score: Raw -593425.032799 + Penalty 2767.762625 = -590657.270174
  nChanged 119
		SP:Iteration 16Q (11048.900000 sec): 3 clusters
  Score: Raw -593474.031045 + Penalty 2767.762625 = -590706.268421
  nChanged 95
		SP:Iteration 17Q (11049.120000 sec): 3 clusters
  Score: Raw -593517.036865 + Penalty 2767.762625 = -590749.274240
  nChanged 99
		SP:Iteration 18Q (11049.300000 sec): 3 clusters
  Score: Raw -593564.323791 + Penalty 2767.762625 = -590796.561167
  nChanged 104
		SP:Iteration 19Q (11049.500000 sec): 3 clusters
  Score: Raw -593609.823657 + Penalty 2767.762625 = -590842.061033
  nChanged 89
		SP:Iteration 20F (11049.700000 sec): 3 clusters
  Score: Raw -593648.575469 + Penalty 2767.762625 = -590880.812845
  nChanged 77
		SP:Iteration 21Q (11049.930000 sec): 3 clusters
  Score: Raw -593685.272461 + Penalty 2767.762625 = -590917.509836
  nChanged 70
		SP:Iteration 22Q (11050.120000 sec): 3 clusters
  Score: Raw -593717.991979 + Penalty 2767.762625 = -590950.229355
  nChanged 61
		SP:Iteration 23Q (11050.290000 sec): 3 clusters
  Score: Raw -593739.705754 + Penalty 2767.762625 = -590971.943130
  nChanged 69
		SP:Iteration 24Q (11050.490000 sec): 3 clusters
  Score: Raw -593771.340165 + Penalty 2767.762625 = -591003.577541
  nChanged 72
		SP:Iteration 25Q (11050.670000 sec): 3 clusters
  Score: Raw -593802.582315 + Penalty 2767.762625 = -591034.819690
  nChanged 70
		SP:Iteration 26Q (11050.880000 sec): 3 clusters
  Score: Raw -593836.163388 + Penalty 2767.762625 = -591068.400763
  nChanged 67
		SP:Iteration 27Q (11051.080000 sec): 3 clusters
  Score: Raw -593864.823049 + Penalty 2767.762625 = -591097.060425
  nChanged 65
		SP:Iteration 28Q (11051.280000 sec): 3 clusters
  Score: Raw -593891.705149 + Penalty 2767.762625 = -591123.942524
  nChanged 64
		SP:Iteration 29Q (11051.440000 sec): 3 clusters
  Score: Raw -593913.828877 + Penalty 2767.762625 = -591146.066253
  nChanged 51
		SP:Iteration 30Q (11051.640000 sec): 3 clusters
  Score: Raw -593935.765832 + Penalty 2767.762625 = -591168.003207
  nChanged 58
		SP:Iteration 31Q (11051.840000 sec): 3 clusters
  Score: Raw -593961.654151 + Penalty 2767.762625 = -591193.891527
  nChanged 49
		SP:Iteration 32Q (11052.030000 sec): 3 clusters
  Score: Raw -593977.530982 + Penalty 2767.762625 = -591209.768357
  nChanged 41
		SP:Iteration 33Q (11052.220000 sec): 3 clusters
  Score: Raw -593994.472896 + Penalty 2767.762625 = -591226.710271
  nChanged 48
		SP:Iteration 34Q (11052.410000 sec): 3 clusters
  Score: Raw -594013.077893 + Penalty 2767.762625 = -591245.315269
  nChanged 51
		SP:Iteration 35Q (11052.600000 sec): 3 clusters
  Score: Raw -594032.113675 + Penalty 2767.762625 = -591264.351050
  nChanged 38
		SP:Iteration 36Q (11052.770000 sec): 3 clusters
  Score: Raw -594047.599111 + Penalty 2767.762625 = -591279.836487
  nChanged 26
		SP:Iteration 37Q (11052.970000 sec): 3 clusters
  Score: Raw -594058.066110 + Penalty 2767.762625 = -591290.303486
  nChanged 31
		SP:Iteration 38Q (11053.180000 sec): 3 clusters
  Score: Raw -594068.532694 + Penalty 2767.762625 = -591300.770069
  nChanged 25
		SP:Iteration 39Q (11053.350000 sec): 3 clusters
  Score: Raw -594076.962276 + Penalty 2767.762625 = -591309.199651
  nChanged 28
		SP:Iteration 40F (11053.540000 sec): 3 clusters
  Score: Raw -594085.335169 + Penalty 2767.762625 = -591317.572544
  nChanged 30
		SP:Iteration 41Q (11053.730000 sec): 3 clusters
  Score: Raw -594097.328623 + Penalty 2767.762625 = -591329.565999
  nChanged 30
		SP:Iteration 42Q (11053.950000 sec): 3 clusters
  Score: Raw -594109.036226 + Penalty 2767.762625 = -591341.273601
  nChanged 41
		SP:Iteration 43Q (11054.110000 sec): 3 clusters
  Score: Raw -594125.468206 + Penalty 2767.762625 = -591357.705581
  nChanged 43
		SP:Iteration 44Q (11054.290000 sec): 3 clusters
  Score: Raw -594148.497745 + Penalty 2767.762625 = -591380.735120
  nChanged 44
		SP:Iteration 45Q (11054.460000 sec): 3 clusters
  Score: Raw -594171.550758 + Penalty 2767.762625 = -591403.788133
  nChanged 38
		SP:Iteration 46Q (11054.640000 sec): 3 clusters
  Score: Raw -594188.165729 + Penalty 2767.762625 = -591420.403104
  nChanged 34
		SP:Iteration 47Q (11054.810000 sec): 3 clusters
  Score: Raw -594205.101418 + Penalty 2767.762625 = -591437.338794
  nChanged 33
		SP:Iteration 48Q (11055.010000 sec): 3 clusters
  Score: Raw -594223.862489 + Penalty 2767.762625 = -591456.099865
  nChanged 26
		SP:Iteration 49Q (11055.190000 sec): 3 clusters
  Score: Raw -594235.893841 + Penalty 2767.762625 = -591468.131216
  nChanged 29
		SP:Iteration 50Q (11055.380000 sec): 3 clusters
  Score: Raw -594249.356267 + Penalty 2767.762625 = -591481.593643
  nChanged 27
		SP:Iteration 51Q (11055.560000 sec): 3 clusters
  Score: Raw -594259.425596 + Penalty 2767.762625 = -591491.662971
  nChanged 22
		SP:Iteration 52Q (11055.730000 sec): 3 clusters
  Score: Raw -594267.059738 + Penalty 2767.762625 = -591499.297113
  nChanged 18
		SP:Iteration 53Q (11055.940000 sec): 3 clusters
  Score: Raw -594273.878545 + Penalty 2767.762625 = -591506.115921
  nChanged 20
		SP:Iteration 54Q (11056.150000 sec): 3 clusters
  Score: Raw -594281.560692 + Penalty 2767.762625 = -591513.798067
  nChanged 22
		SP:Iteration 55Q (11056.350000 sec): 3 clusters
  Score: Raw -594291.443839 + Penalty 2767.762625 = -591523.681214
  nChanged 22
		SP:Iteration 56Q (11056.550000 sec): 3 clusters
  Score: Raw -594300.583136 + Penalty 2767.762625 = -591532.820512
  nChanged 17
		SP:Iteration 57Q (11056.780000 sec): 3 clusters
  Score: Raw -594306.987098 + Penalty 2767.762625 = -591539.224474
  nChanged 15
		SP:Iteration 58Q (11056.960000 sec): 3 clusters
  Score: Raw -594312.174905 + Penalty 2767.762625 = -591544.412280
  nChanged 21
		SP:Iteration 59Q (11057.130000 sec): 3 clusters
  Score: Raw -594320.522469 + Penalty 2767.762625 = -591552.759845
  nChanged 13
		SP:Iteration 60F (11057.330000 sec): 3 clusters
  Score: Raw -594325.839961 + Penalty 2767.762625 = -591558.077337
  nChanged 14
		SP:Iteration 61Q (11057.530000 sec): 3 clusters
  Score: Raw -594332.547509 + Penalty 2767.762625 = -591564.784884
  nChanged 16
		SP:Iteration 62Q (11057.760000 sec): 3 clusters
  Score: Raw -594341.119885 + Penalty 2767.762625 = -591573.357261
  nChanged 20
		SP:Iteration 63Q (11057.930000 sec): 3 clusters
  Score: Raw -594348.526819 + Penalty 2767.762625 = -591580.764194
  nChanged 13
		SP:Iteration 64Q (11058.100000 sec): 3 clusters
  Score: Raw -594353.749251 + Penalty 2767.762625 = -591585.986627
  nChanged 14
		SP:Iteration 65Q (11058.330000 sec): 3 clusters
  Score: Raw -594359.107176 + Penalty 2767.762625 = -591591.344551
  nChanged 12
		SP:Iteration 66Q (11058.500000 sec): 3 clusters
  Score: Raw -594363.003262 + Penalty 2767.762625 = -591595.240637
  nChanged 11
		SP:Iteration 67Q (11058.720000 sec): 3 clusters
  Score: Raw -594367.508285 + Penalty 2767.762625 = -591599.745660
  nChanged 9
		SP:Iteration 68Q (11058.920000 sec): 3 clusters
  Score: Raw -594373.072359 + Penalty 2767.762625 = -591605.309735
  nChanged 13
		SP:Iteration 69Q (11059.120000 sec): 3 clusters
  Score: Raw -594379.684990 + Penalty 2767.762625 = -591611.922365
  nChanged 19
		SP:Iteration 70Q (11059.320000 sec): 3 clusters
  Score: Raw -594390.768933 + Penalty 2767.762625 = -591623.006309
  nChanged 21
		SP:Iteration 71Q (11059.510000 sec): 3 clusters
  Score: Raw -594404.260001 + Penalty 2767.762625 = -591636.497377
  nChanged 23
		SP:Iteration 72Q (11059.730000 sec): 3 clusters
  Score: Raw -594430.967550 + Penalty 2767.762625 = -591663.204925
  nChanged 33
		SP:Iteration 73Q (11059.900000 sec): 3 clusters
  Score: Raw -594496.170237 + Penalty 2767.762625 = -591728.407612
  nChanged 35
		SP:Iteration 74Q (11060.110000 sec): 3 clusters
  Score: Raw -594557.717993 + Penalty 2767.762625 = -591789.955369
  nChanged 30
		SP:Iteration 75Q (11060.300000 sec): 3 clusters
  Score: Raw -594599.027350 + Penalty 2767.762625 = -591831.264725
  nChanged 10
		SP:Iteration 76Q (11060.490000 sec): 3 clusters
  Score: Raw -594604.228254 + Penalty 2767.762625 = -591836.465629
  nChanged 6
		SP:Iteration 77Q (11060.720000 sec): 3 clusters
  Score: Raw -594606.566639 + Penalty 2767.762625 = -591838.804014
  nChanged 3
		SP:Iteration 78Q (11060.910000 sec): 3 clusters
  Score: Raw -594607.584913 + Penalty 2767.762625 = -591839.822289
  nChanged 2
		SP:Iteration 79Q (11061.050000 sec): 3 clusters
  Score: Raw -594608.954852 + Penalty 2767.762625 = -591841.192228
  nChanged 3
		SP:Iteration 80F (11061.280000 sec): 3 clusters
  Score: Raw -594610.560345 + Penalty 2767.762625 = -591842.797721
  nChanged 2
		SP:Iteration 81Q (11061.420000 sec): 3 clusters
  Score: Raw -594611.818917 + Penalty 2767.762625 = -591844.056293
  nChanged 1
		SP:Iteration 82Q (11061.620000 sec): 3 clusters
  Score: Raw -594612.147570 + Penalty 2767.762625 = -591844.384945
  nChanged 0
		SP:Iteration 83F (11061.840000 sec): 3 clusters
  Score: Raw -594612.147570 + Penalty 2767.762625 = -591844.384945
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11061.940000 sec): 2 clusters
  Score: Raw -46419.430506 + Penalty 980.376511 = -45439.053995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11062.140000 sec): 3 clusters
  Score: Raw -46402.107324 + Penalty 1960.753022 = -44441.354301
  nChanged 78
		SP:Iteration 1F (11062.300000 sec): 3 clusters
  Score: Raw -46570.165287 + Penalty 1960.753022 = -44609.412265
  nChanged 31
		SP:Iteration 2F (11062.480000 sec): 3 clusters
  Score: Raw -46648.258852 + Penalty 1960.753022 = -44687.505830
  nChanged 17
		SP:Iteration 3Q (11062.640000 sec): 3 clusters
  Score: Raw -46697.449649 + Penalty 1960.753022 = -44736.696627
  nChanged 13
		SP:Iteration 4Q (11062.820000 sec): 3 clusters
  Score: Raw -46725.839071 + Penalty 1960.753022 = -44765.086048
  nChanged 12
		SP:Iteration 5Q (11063.000000 sec): 3 clusters
  Score: Raw -46759.860859 + Penalty 1960.753022 = -44799.107837
  nChanged 5
		SP:Iteration 6Q (11063.220000 sec): 3 clusters
  Score: Raw -46776.011716 + Penalty 1960.753022 = -44815.258694
  nChanged 4
		SP:Iteration 7Q (11063.380000 sec): 3 clusters
  Score: Raw -46785.824728 + Penalty 1960.753022 = -44825.071706
  nChanged 3
		SP:Iteration 8Q (11063.580000 sec): 3 clusters
  Score: Raw -46791.777737 + Penalty 1960.753022 = -44831.024715
  nChanged 1
		SP:Iteration 9Q (11063.760000 sec): 3 clusters
  Score: Raw -46793.430919 + Penalty 1960.753022 = -44832.677897
  nChanged 0
		SP:Iteration 10F (11063.950000 sec): 3 clusters
  Score: Raw -46793.430919 + Penalty 1960.753022 = -44832.677897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11064.020000 sec): 2 clusters
  Score: Raw -82733.430894 + Penalty 1067.084270 = -81666.346624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11064.210000 sec): 3 clusters
  Score: Raw -82554.942414 + Penalty 2134.168540 = -80420.773875
  nChanged 176
		SP:Iteration 1F (11064.350000 sec): 3 clusters
  Score: Raw -82728.231418 + Penalty 2134.168540 = -80594.062878
  nChanged 47
		SP:Iteration 2F (11064.540000 sec): 3 clusters
  Score: Raw -82797.910527 + Penalty 2134.168540 = -80663.741987
  nChanged 40
		SP:Iteration 3F (11064.750000 sec): 3 clusters
  Score: Raw -82867.998994 + Penalty 2134.168540 = -80733.830455
  nChanged 30
		SP:Iteration 4Q (11064.880000 sec): 3 clusters
  Score: Raw -82917.165101 + Penalty 2134.168540 = -80782.996561
  nChanged 24
		SP:Iteration 5Q (11065.080000 sec): 3 clusters
  Score: Raw -82970.292663 + Penalty 2134.168540 = -80836.124123
  nChanged 26
		SP:Iteration 6Q (11065.240000 sec): 3 clusters
  Score: Raw -83013.233590 + Penalty 2134.168540 = -80879.065051
  nChanged 21
		SP:Iteration 7Q (11065.430000 sec): 3 clusters
  Score: Raw -83048.633991 + Penalty 2134.168540 = -80914.465452
  nChanged 20
		SP:Iteration 8Q (11065.630000 sec): 3 clusters
  Score: Raw -83079.185605 + Penalty 2134.168540 = -80945.017065
  nChanged 16
		SP:Iteration 9Q (11065.800000 sec): 3 clusters
  Score: Raw -83111.119539 + Penalty 2134.168540 = -80976.950999
  nChanged 11
		SP:Iteration 10Q (11065.970000 sec): 3 clusters
  Score: Raw -83127.716985 + Penalty 2134.168540 = -80993.548445
  nChanged 6
		SP:Iteration 11Q (11066.160000 sec): 3 clusters
  Score: Raw -83139.646175 + Penalty 2134.168540 = -81005.477635
  nChanged 5
		SP:Iteration 12Q (11066.350000 sec): 3 clusters
  Score: Raw -83147.571342 + Penalty 2134.168540 = -81013.402802
  nChanged 8
		SP:Iteration 13Q (11066.530000 sec): 3 clusters
  Score: Raw -83159.243133 + Penalty 2134.168540 = -81025.074594
  nChanged 8
		SP:Iteration 14Q (11066.720000 sec): 3 clusters
  Score: Raw -83173.765960 + Penalty 2134.168540 = -81039.597420
  nChanged 13
		SP:Iteration 15Q (11066.880000 sec): 3 clusters
  Score: Raw -83196.475041 + Penalty 2134.168540 = -81062.306502
  nChanged 7
		SP:Iteration 16Q (11067.050000 sec): 3 clusters
  Score: Raw -83203.668788 + Penalty 2134.168540 = -81069.500248
  nChanged 2
		SP:Iteration 17Q (11067.280000 sec): 3 clusters
  Score: Raw -83206.653735 + Penalty 2134.168540 = -81072.485195
  nChanged 4
		SP:Iteration 18Q (11067.420000 sec): 3 clusters
  Score: Raw -83213.825398 + Penalty 2134.168540 = -81079.656858
  nChanged 4
		SP:Iteration 19Q (11067.640000 sec): 3 clusters
  Score: Raw -83219.539589 + Penalty 2134.168540 = -81085.371050
  nChanged 4
		SP:Iteration 20F (11067.820000 sec): 3 clusters
  Score: Raw -83223.584116 + Penalty 2134.168540 = -81089.415577
  nChanged 1
		SP:Iteration 21Q (11067.980000 sec): 3 clusters
  Score: Raw -83225.039251 + Penalty 2134.168540 = -81090.870712
  nChanged 3
		SP:Iteration 22Q (11068.160000 sec): 3 clusters
  Score: Raw -83229.179687 + Penalty 2134.168540 = -81095.011147
  nChanged 1
		SP:Iteration 23Q (11068.370000 sec): 3 clusters
  Score: Raw -83231.417269 + Penalty 2134.168540 = -81097.248729
  nChanged 0
		SP:Iteration 24F (11068.510000 sec): 3 clusters
  Score: Raw -83231.417269 + Penalty 2134.168540 = -81097.248729
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11068.640000 sec): 2 clusters
  Score: Raw -454515.471492 + Penalty 1343.293489 = -453172.178002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11068.830000 sec): 3 clusters
  Score: Raw -452678.710886 + Penalty 2686.586979 = -449992.123907
  nChanged 1492
		SP:Iteration 1F (11068.990000 sec): 3 clusters
  Score: Raw -453696.485322 + Penalty 2686.586979 = -451009.898343
  nChanged 330
		SP:Iteration 2F (11069.170000 sec): 3 clusters
  Score: Raw -453950.068819 + Penalty 2686.586979 = -451263.481840
  nChanged 238
		SP:Iteration 3F (11069.390000 sec): 3 clusters
  Score: Raw -454129.701723 + Penalty 2686.586979 = -451443.114744
  nChanged 191
		SP:Iteration 4Q (11069.570000 sec): 3 clusters
  Score: Raw -454278.264700 + Penalty 2686.586979 = -451591.677722
  nChanged 182
		SP:Iteration 5Q (11069.770000 sec): 3 clusters
  Score: Raw -454429.566557 + Penalty 2686.586979 = -451742.979578
  nChanged 195
		SP:Iteration 6F (11069.940000 sec): 3 clusters
  Score: Raw -454607.965044 + Penalty 2686.586979 = -451921.378066
  nChanged 180
		SP:Iteration 7Q (11070.140000 sec): 3 clusters
  Score: Raw -454785.201589 + Penalty 2686.586979 = -452098.614610
  nChanged 160
		SP:Iteration 8Q (11070.370000 sec): 3 clusters
  Score: Raw -454969.901127 + Penalty 2686.586979 = -452283.314149
  nChanged 159
		SP:Iteration 9Q (11070.530000 sec): 3 clusters
  Score: Raw -455167.242969 + Penalty 2686.586979 = -452480.655991
  nChanged 160
		SP:Iteration 10Q (11070.720000 sec): 3 clusters
  Score: Raw -455326.994595 + Penalty 2686.586979 = -452640.407616
  nChanged 100
		SP:Iteration 11Q (11070.880000 sec): 3 clusters
  Score: Raw -455404.335003 + Penalty 2686.586979 = -452717.748025
  nChanged 82
		SP:Iteration 12Q (11071.110000 sec): 3 clusters
  Score: Raw -455455.133937 + Penalty 2686.586979 = -452768.546959
  nChanged 73
		SP:Iteration 13Q (11071.270000 sec): 3 clusters
  Score: Raw -455504.875785 + Penalty 2686.586979 = -452818.288807
  nChanged 61
		SP:Iteration 14Q (11071.460000 sec): 3 clusters
  Score: Raw -455546.083941 + Penalty 2686.586979 = -452859.496962
  nChanged 54
		SP:Iteration 15Q (11071.630000 sec): 3 clusters
  Score: Raw -455584.002214 + Penalty 2686.586979 = -452897.415235
  nChanged 64
		SP:Iteration 16Q (11071.830000 sec): 3 clusters
  Score: Raw -455622.165511 + Penalty 2686.586979 = -452935.578533
  nChanged 48
		SP:Iteration 17Q (11072.000000 sec): 3 clusters
  Score: Raw -455658.203816 + Penalty 2686.586979 = -452971.616838
  nChanged 54
		SP:Iteration 18Q (11072.200000 sec): 3 clusters
  Score: Raw -455694.412950 + Penalty 2686.586979 = -453007.825972
  nChanged 53
		SP:Iteration 19Q (11072.350000 sec): 3 clusters
  Score: Raw -455722.325595 + Penalty 2686.586979 = -453035.738616
  nChanged 38
		SP:Iteration 20F (11072.610000 sec): 3 clusters
  Score: Raw -455749.832198 + Penalty 2686.586979 = -453063.245219
  nChanged 32
		SP:Iteration 21Q (11072.750000 sec): 3 clusters
  Score: Raw -455766.846044 + Penalty 2686.586979 = -453080.259065
  nChanged 24
		SP:Iteration 22Q (11072.970000 sec): 3 clusters
  Score: Raw -455786.178650 + Penalty 2686.586979 = -453099.591672
  nChanged 25
		SP:Iteration 23Q (11073.170000 sec): 3 clusters
  Score: Raw -455800.426792 + Penalty 2686.586979 = -453113.839813
  nChanged 17
		SP:Iteration 24Q (11073.380000 sec): 3 clusters
  Score: Raw -455806.810577 + Penalty 2686.586979 = -453120.223598
  nChanged 17
		SP:Iteration 25Q (11073.600000 sec): 3 clusters
  Score: Raw -455814.901747 + Penalty 2686.586979 = -453128.314768
  nChanged 11
		SP:Iteration 26Q (11073.760000 sec): 3 clusters
  Score: Raw -455818.307002 + Penalty 2686.586979 = -453131.720023
  nChanged 9
		SP:Iteration 27Q (11073.970000 sec): 3 clusters
  Score: Raw -455821.577606 + Penalty 2686.586979 = -453134.990628
  nChanged 9
		SP:Iteration 28Q (11074.160000 sec): 3 clusters
  Score: Raw -455825.128423 + Penalty 2686.586979 = -453138.541444
  nChanged 10
		SP:Iteration 29Q (11074.410000 sec): 3 clusters
  Score: Raw -455829.251671 + Penalty 2686.586979 = -453142.664692
  nChanged 7
		SP:Iteration 30Q (11074.570000 sec): 3 clusters
  Score: Raw -455830.939377 + Penalty 2686.586979 = -453144.352398
  nChanged 4
		SP:Iteration 31Q (11074.760000 sec): 3 clusters
  Score: Raw -455832.202247 + Penalty 2686.586979 = -453145.615268
  nChanged 1
		SP:Iteration 32Q (11074.960000 sec): 3 clusters
  Score: Raw -455832.427398 + Penalty 2686.586979 = -453145.840420
  nChanged 0
		SP:Iteration 33F (11075.130000 sec): 3 clusters
  Score: Raw -455832.427398 + Penalty 2686.586979 = -453145.840420
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11075.230000 sec): 2 clusters
  Score: Raw -15346.330801 + Penalty 921.355650 = -14424.975151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11075.450000 sec): 3 clusters
  Score: Raw -15536.645527 + Penalty 1842.711300 = -13693.934227
  nChanged 78
		SP:Iteration 1F (11075.620000 sec): 3 clusters
  Score: Raw -15846.187279 + Penalty 1842.711300 = -14003.475979
  nChanged 29
		SP:Iteration 2F (11075.780000 sec): 3 clusters
  Score: Raw -16006.270992 + Penalty 1842.711300 = -14163.559693
  nChanged 17
		SP:Iteration 3F (11075.940000 sec): 3 clusters
  Score: Raw -16101.900787 + Penalty 1842.711300 = -14259.189487
  nChanged 13
		SP:Iteration 4Q (11076.090000 sec): 3 clusters
  Score: Raw -16145.912769 + Penalty 1842.711300 = -14303.201469
  nChanged 2
		SP:Iteration 5Q (11076.260000 sec): 3 clusters
  Score: Raw -16155.431122 + Penalty 1842.711300 = -14312.719822
  nChanged 2
		SP:Iteration 6Q (11076.420000 sec): 3 clusters
  Score: Raw -16167.066554 + Penalty 1842.711300 = -14324.355254
  nChanged 1
		SP:Iteration 7Q (11076.550000 sec): 3 clusters
  Score: Raw -16172.029880 + Penalty 1842.711300 = -14329.318580
  nChanged 4
		SP:Iteration 8Q (11076.700000 sec): 3 clusters
  Score: Raw -16189.200158 + Penalty 1842.711300 = -14346.488858
  nChanged 3
		SP:Iteration 9Q (11076.870000 sec): 3 clusters
  Score: Raw -16206.122832 + Penalty 1842.711300 = -14363.411532
  nChanged 3
		SP:Iteration 10Q (11077.090000 sec): 3 clusters
  Score: Raw -16217.541431 + Penalty 1842.711300 = -14374.830131
  nChanged 3
		SP:Iteration 11Q (11077.290000 sec): 3 clusters
  Score: Raw -16222.893566 + Penalty 1842.711300 = -14380.182267
  nChanged 1
		SP:Iteration 12Q (11077.450000 sec): 3 clusters
  Score: Raw -16224.084913 + Penalty 1842.711300 = -14381.373613
  nChanged 1
		SP:Iteration 13Q (11077.630000 sec): 3 clusters
  Score: Raw -16232.334695 + Penalty 1842.711300 = -14389.623395
  nChanged 0
		SP:Iteration 14F (11077.830000 sec): 3 clusters
  Score: Raw -16232.334695 + Penalty 1842.711300 = -14389.623395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11077.910000 sec): 2 clusters
  Score: Raw -61470.569266 + Penalty 1018.420089 = -60452.149177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11078.040000 sec): 3 clusters
  Score: Raw -61448.041691 + Penalty 2036.840178 = -59411.201513
  nChanged 121
		SP:Iteration 1F (11078.250000 sec): 3 clusters
  Score: Raw -61612.785602 + Penalty 2036.840178 = -59575.945424
  nChanged 31
		SP:Iteration 2F (11078.450000 sec): 3 clusters
  Score: Raw -61656.105316 + Penalty 2036.840178 = -59619.265138
  nChanged 14
		SP:Iteration 3Q (11078.640000 sec): 3 clusters
  Score: Raw -61677.646953 + Penalty 2036.840178 = -59640.806775
  nChanged 9
		SP:Iteration 4Q (11078.790000 sec): 3 clusters
  Score: Raw -61692.276283 + Penalty 2036.840178 = -59655.436105
  nChanged 7
		SP:Iteration 5Q (11078.990000 sec): 3 clusters
  Score: Raw -61703.289169 + Penalty 2036.840178 = -59666.448991
  nChanged 6
		SP:Iteration 6Q (11079.170000 sec): 3 clusters
  Score: Raw -61723.547666 + Penalty 2036.840178 = -59686.707488
  nChanged 4
		SP:Iteration 7Q (11079.310000 sec): 3 clusters
  Score: Raw -61727.731717 + Penalty 2036.840178 = -59690.891539
  nChanged 1
		SP:Iteration 8Q (11079.510000 sec): 3 clusters
  Score: Raw -61728.684335 + Penalty 2036.840178 = -59691.844157
  nChanged 1
		SP:Iteration 9Q (11079.680000 sec): 3 clusters
  Score: Raw -61729.454495 + Penalty 2036.840178 = -59692.614316
  nChanged 0
		SP:Iteration 10F (11079.860000 sec): 3 clusters
  Score: Raw -61729.454495 + Penalty 2036.840178 = -59692.614316
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11079.950000 sec): 2 clusters
  Score: Raw -264673.317725 + Penalty 1246.747524 = -263426.570201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11080.140000 sec): 3 clusters
  Score: Raw -263726.582471 + Penalty 2493.495048 = -261233.087422
  nChanged 759
		SP:Iteration 1F (11080.340000 sec): 3 clusters
  Score: Raw -264172.323544 + Penalty 2493.495048 = -261678.828496
  nChanged 170
		SP:Iteration 2F (11080.540000 sec): 3 clusters
  Score: Raw -264292.250555 + Penalty 2493.495048 = -261798.755507
  nChanged 91
		SP:Iteration 3Q (11080.720000 sec): 3 clusters
  Score: Raw -264343.671910 + Penalty 2493.495048 = -261850.176862
  nChanged 56
		SP:Iteration 4Q (11080.890000 sec): 3 clusters
  Score: Raw -264382.031624 + Penalty 2493.495048 = -261888.536575
  nChanged 57
		SP:Iteration 5Q (11081.080000 sec): 3 clusters
  Score: Raw -264411.721711 + Penalty 2493.495048 = -261918.226663
  nChanged 37
		SP:Iteration 6Q (11081.270000 sec): 3 clusters
  Score: Raw -264435.892067 + Penalty 2493.495048 = -261942.397019
  nChanged 35
		SP:Iteration 7Q (11081.520000 sec): 3 clusters
  Score: Raw -264455.408351 + Penalty 2493.495048 = -261961.913303
  nChanged 37
		SP:Iteration 8Q (11081.680000 sec): 3 clusters
  Score: Raw -264477.287351 + Penalty 2493.495048 = -261983.792303
  nChanged 28
		SP:Iteration 9Q (11081.870000 sec): 3 clusters
  Score: Raw -264491.027232 + Penalty 2493.495048 = -261997.532184
  nChanged 24
		SP:Iteration 10Q (11082.090000 sec): 3 clusters
  Score: Raw -264504.974608 + Penalty 2493.495048 = -262011.479560
  nChanged 27
		SP:Iteration 11Q (11082.250000 sec): 3 clusters
  Score: Raw -264519.181250 + Penalty 2493.495048 = -262025.686202
  nChanged 23
		SP:Iteration 12Q (11082.440000 sec): 3 clusters
  Score: Raw -264532.485870 + Penalty 2493.495048 = -262038.990822
  nChanged 19
		SP:Iteration 13Q (11082.600000 sec): 3 clusters
  Score: Raw -264545.672497 + Penalty 2493.495048 = -262052.177449
  nChanged 21
		SP:Iteration 14Q (11082.820000 sec): 3 clusters
  Score: Raw -264553.563345 + Penalty 2493.495048 = -262060.068297
  nChanged 12
		SP:Iteration 15Q (11083.000000 sec): 3 clusters
  Score: Raw -264560.564101 + Penalty 2493.495048 = -262067.069053
  nChanged 13
		SP:Iteration 16Q (11083.220000 sec): 3 clusters
  Score: Raw -264567.486458 + Penalty 2493.495048 = -262073.991410
  nChanged 10
		SP:Iteration 17Q (11083.370000 sec): 3 clusters
  Score: Raw -264571.058231 + Penalty 2493.495048 = -262077.563183
  nChanged 8
		SP:Iteration 18Q (11083.550000 sec): 3 clusters
  Score: Raw -264574.196895 + Penalty 2493.495048 = -262080.701847
  nChanged 8
		SP:Iteration 19Q (11083.730000 sec): 3 clusters
  Score: Raw -264579.482316 + Penalty 2493.495048 = -262085.987268
  nChanged 12
		SP:Iteration 20F (11083.910000 sec): 3 clusters
  Score: Raw -264587.110910 + Penalty 2493.495048 = -262093.615862
  nChanged 10
		SP:Iteration 21Q (11084.100000 sec): 3 clusters
  Score: Raw -264593.310683 + Penalty 2493.495048 = -262099.815635
  nChanged 15
		SP:Iteration 22Q (11084.320000 sec): 3 clusters
  Score: Raw -264602.607936 + Penalty 2493.495048 = -262109.112888
  nChanged 16
		SP:Iteration 23Q (11084.490000 sec): 3 clusters
  Score: Raw -264611.008632 + Penalty 2493.495048 = -262117.513584
  nChanged 15
		SP:Iteration 24Q (11084.730000 sec): 3 clusters
  Score: Raw -264620.465844 + Penalty 2493.495048 = -262126.970796
  nChanged 18
		SP:Iteration 25Q (11084.900000 sec): 3 clusters
  Score: Raw -264633.713788 + Penalty 2493.495048 = -262140.218740
  nChanged 26
		SP:Iteration 26Q (11085.100000 sec): 3 clusters
  Score: Raw -264651.008087 + Penalty 2493.495048 = -262157.513039
  nChanged 22
		SP:Iteration 27Q (11085.290000 sec): 3 clusters
  Score: Raw -264666.197552 + Penalty 2493.495048 = -262172.702504
  nChanged 21
		SP:Iteration 28Q (11085.480000 sec): 3 clusters
  Score: Raw -264682.364068 + Penalty 2493.495048 = -262188.869020
  nChanged 22
		SP:Iteration 29Q (11085.700000 sec): 3 clusters
  Score: Raw -264694.669881 + Penalty 2493.495048 = -262201.174833
  nChanged 21
		SP:Iteration 30Q (11085.850000 sec): 3 clusters
  Score: Raw -264707.761052 + Penalty 2493.495048 = -262214.266004
  nChanged 13
		SP:Iteration 31Q (11086.050000 sec): 3 clusters
  Score: Raw -264715.214211 + Penalty 2493.495048 = -262221.719163
  nChanged 13
		SP:Iteration 32Q (11086.230000 sec): 3 clusters
  Score: Raw -264721.431661 + Penalty 2493.495048 = -262227.936613
  nChanged 14
		SP:Iteration 33Q (11086.470000 sec): 3 clusters
  Score: Raw -264729.511411 + Penalty 2493.495048 = -262236.016363
  nChanged 19
		SP:Iteration 34Q (11086.630000 sec): 3 clusters
  Score: Raw -264739.074840 + Penalty 2493.495048 = -262245.579792
  nChanged 15
		SP:Iteration 35Q (11086.850000 sec): 3 clusters
  Score: Raw -264748.703100 + Penalty 2493.495048 = -262255.208052
  nChanged 17
		SP:Iteration 36Q (11087.050000 sec): 3 clusters
  Score: Raw -264760.221679 + Penalty 2493.495048 = -262266.726631
  nChanged 14
		SP:Iteration 37Q (11087.230000 sec): 3 clusters
  Score: Raw -264769.256798 + Penalty 2493.495048 = -262275.761750
  nChanged 13
		SP:Iteration 38Q (11087.400000 sec): 3 clusters
  Score: Raw -264780.296281 + Penalty 2493.495048 = -262286.801233
  nChanged 18
		SP:Iteration 39Q (11087.600000 sec): 3 clusters
  Score: Raw -264790.603914 + Penalty 2493.495048 = -262297.108866
  nChanged 16
		SP:Iteration 40F (11087.770000 sec): 3 clusters
  Score: Raw -264800.081640 + Penalty 2493.495048 = -262306.586592
  nChanged 14
		SP:Iteration 41Q (11087.960000 sec): 3 clusters
  Score: Raw -264808.747341 + Penalty 2493.495048 = -262315.252293
  nChanged 16
		SP:Iteration 42Q (11088.170000 sec): 3 clusters
  Score: Raw -264818.099045 + Penalty 2493.495048 = -262324.603997
  nChanged 10
		SP:Iteration 43Q (11088.390000 sec): 3 clusters
  Score: Raw -264823.435517 + Penalty 2493.495048 = -262329.940469
  nChanged 8
		SP:Iteration 44Q (11088.540000 sec): 3 clusters
  Score: Raw -264826.319745 + Penalty 2493.495048 = -262332.824697
  nChanged 9
		SP:Iteration 45Q (11088.750000 sec): 3 clusters
  Score: Raw -264830.999643 + Penalty 2493.495048 = -262337.504595
  nChanged 4
		SP:Iteration 46Q (11088.910000 sec): 3 clusters
  Score: Raw -264832.954390 + Penalty 2493.495048 = -262339.459342
  nChanged 8
		SP:Iteration 47Q (11089.130000 sec): 3 clusters
  Score: Raw -264838.332365 + Penalty 2493.495048 = -262344.837317
  nChanged 8
		SP:Iteration 48Q (11089.300000 sec): 3 clusters
  Score: Raw -264841.268292 + Penalty 2493.495048 = -262347.773244
  nChanged 2
		SP:Iteration 49Q (11089.490000 sec): 3 clusters
  Score: Raw -264843.579692 + Penalty 2493.495048 = -262350.084644
  nChanged 4
		SP:Iteration 50Q (11089.730000 sec): 3 clusters
  Score: Raw -264845.592137 + Penalty 2493.495048 = -262352.097089
  nChanged 5
		SP:Iteration 51Q (11089.920000 sec): 3 clusters
  Score: Raw -264850.001095 + Penalty 2493.495048 = -262356.506047
  nChanged 7
		SP:Iteration 52Q (11090.070000 sec): 3 clusters
  Score: Raw -264853.847868 + Penalty 2493.495048 = -262360.352820
  nChanged 9
		SP:Iteration 53Q (11090.270000 sec): 3 clusters
  Score: Raw -264857.770213 + Penalty 2493.495048 = -262364.275164
  nChanged 8
		SP:Iteration 54Q (11090.430000 sec): 3 clusters
  Score: Raw -264862.514090 + Penalty 2493.495048 = -262369.019042
  nChanged 9
		SP:Iteration 55Q (11090.650000 sec): 3 clusters
  Score: Raw -264866.692324 + Penalty 2493.495048 = -262373.197276
  nChanged 6
		SP:Iteration 56Q (11090.840000 sec): 3 clusters
  Score: Raw -264869.835278 + Penalty 2493.495048 = -262376.340230
  nChanged 3
		SP:Iteration 57Q (11091.000000 sec): 3 clusters
  Score: Raw -264871.188162 + Penalty 2493.495048 = -262377.693114
  nChanged 1
		SP:Iteration 58Q (11091.240000 sec): 3 clusters
  Score: Raw -264871.889502 + Penalty 2493.495048 = -262378.394454
  nChanged 1
		SP:Iteration 59Q (11091.420000 sec): 3 clusters
  Score: Raw -264872.309061 + Penalty 2493.495048 = -262378.814013
  nChanged 0
		SP:Iteration 60F (11091.590000 sec): 3 clusters
  Score: Raw -264872.309061 + Penalty 2493.495048 = -262378.814013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11091.700000 sec): 2 clusters
  Score: Raw -1026685.681305 + Penalty 1472.775120 = -1025212.906185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11091.920000 sec): 3 clusters
  Score: Raw -1021944.568801 + Penalty 2945.550240 = -1018999.018562
  nChanged 3683
		SP:Iteration 1F (11092.150000 sec): 3 clusters
  Score: Raw -1024018.398053 + Penalty 2945.550240 = -1021072.847814
  nChanged 653
		SP:Iteration 2F (11092.340000 sec): 3 clusters
  Score: Raw -1024459.109426 + Penalty 2945.550240 = -1021513.559186
  nChanged 611
		SP:Iteration 3F (11092.580000 sec): 3 clusters
  Score: Raw -1024899.949400 + Penalty 2945.550240 = -1021954.399160
  nChanged 539
		SP:Iteration 4F (11092.780000 sec): 3 clusters
  Score: Raw -1025227.307683 + Penalty 2945.550240 = -1022281.757444
  nChanged 453
		SP:Iteration 5F (11093.000000 sec): 3 clusters
  Score: Raw -1025481.260598 + Penalty 2945.550240 = -1022535.710358
  nChanged 372
		SP:Iteration 6Q (11093.200000 sec): 3 clusters
  Score: Raw -1025663.901583 + Penalty 2945.550240 = -1022718.351343
  nChanged 302
		SP:Iteration 7Q (11093.370000 sec): 3 clusters
  Score: Raw -1025796.410286 + Penalty 2945.550240 = -1022850.860047
  nChanged 250
		SP:Iteration 8Q (11093.570000 sec): 3 clusters
  Score: Raw -1025893.380109 + Penalty 2945.550240 = -1022947.829869
  nChanged 204
		SP:Iteration 9Q (11093.800000 sec): 3 clusters
  Score: Raw -1025955.081801 + Penalty 2945.550240 = -1023009.531562
  nChanged 178
		SP:Iteration 10Q (11094.000000 sec): 3 clusters
  Score: Raw -1026006.809944 + Penalty 2945.550240 = -1023061.259704
  nChanged 137
		SP:Iteration 11Q (11094.240000 sec): 3 clusters
  Score: Raw -1026047.051410 + Penalty 2945.550240 = -1023101.501170
  nChanged 126
		SP:Iteration 12Q (11094.450000 sec): 3 clusters
  Score: Raw -1026078.930514 + Penalty 2945.550240 = -1023133.380275
  nChanged 109
		SP:Iteration 13Q (11094.670000 sec): 3 clusters
  Score: Raw -1026107.980767 + Penalty 2945.550240 = -1023162.430527
  nChanged 113
		SP:Iteration 14Q (11094.880000 sec): 3 clusters
  Score: Raw -1026138.036797 + Penalty 2945.550240 = -1023192.486557
  nChanged 105
		SP:Iteration 15Q (11095.070000 sec): 3 clusters
  Score: Raw -1026170.788624 + Penalty 2945.550240 = -1023225.238385
  nChanged 120
		SP:Iteration 16Q (11095.260000 sec): 3 clusters
  Score: Raw -1026212.153288 + Penalty 2945.550240 = -1023266.603049
  nChanged 142
		SP:Iteration 17Q (11095.490000 sec): 3 clusters
  Score: Raw -1026268.565034 + Penalty 2945.550240 = -1023323.014795
  nChanged 145
		SP:Iteration 18Q (11095.720000 sec): 3 clusters
  Score: Raw -1026323.829217 + Penalty 2945.550240 = -1023378.278977
  nChanged 147
		SP:Iteration 19Q (11095.910000 sec): 3 clusters
  Score: Raw -1026382.141341 + Penalty 2945.550240 = -1023436.591101
  nChanged 162
		SP:Iteration 20F (11096.100000 sec): 3 clusters
  Score: Raw -1026451.915549 + Penalty 2945.550240 = -1023506.365309
  nChanged 163
		SP:Iteration 21Q (11096.300000 sec): 3 clusters
  Score: Raw -1026535.922571 + Penalty 2945.550240 = -1023590.372331
  nChanged 172
		SP:Iteration 22Q (11096.520000 sec): 3 clusters
  Score: Raw -1026630.054270 + Penalty 2945.550240 = -1023684.504030
  nChanged 177
		SP:Iteration 23Q (11096.720000 sec): 3 clusters
  Score: Raw -1026729.210293 + Penalty 2945.550240 = -1023783.660053
  nChanged 165
		SP:Iteration 24Q (11096.930000 sec): 3 clusters
  Score: Raw -1026820.743782 + Penalty 2945.550240 = -1023875.193543
  nChanged 141
		SP:Iteration 25Q (11097.100000 sec): 3 clusters
  Score: Raw -1026896.050504 + Penalty 2945.550240 = -1023950.500264
  nChanged 146
		SP:Iteration 26Q (11097.340000 sec): 3 clusters
  Score: Raw -1026976.781159 + Penalty 2945.550240 = -1024031.230919
  nChanged 111
		SP:Iteration 27Q (11097.540000 sec): 3 clusters
  Score: Raw -1027031.018211 + Penalty 2945.550240 = -1024085.467971
  nChanged 104
		SP:Iteration 28Q (11097.710000 sec): 3 clusters
  Score: Raw -1027080.187281 + Penalty 2945.550240 = -1024134.637041
  nChanged 85
		SP:Iteration 29Q (11097.950000 sec): 3 clusters
  Score: Raw -1027125.251818 + Penalty 2945.550240 = -1024179.701578
  nChanged 80
		SP:Iteration 30Q (11098.170000 sec): 3 clusters
  Score: Raw -1027168.204724 + Penalty 2945.550240 = -1024222.654484
  nChanged 81
		SP:Iteration 31Q (11098.380000 sec): 3 clusters
  Score: Raw -1027211.796995 + Penalty 2945.550240 = -1024266.246755
  nChanged 69
		SP:Iteration 32Q (11098.570000 sec): 3 clusters
  Score: Raw -1027243.483779 + Penalty 2945.550240 = -1024297.933539
  nChanged 66
		SP:Iteration 33Q (11098.800000 sec): 3 clusters
  Score: Raw -1027275.703673 + Penalty 2945.550240 = -1024330.153433
  nChanged 58
		SP:Iteration 34Q (11099.000000 sec): 3 clusters
  Score: Raw -1027297.879664 + Penalty 2945.550240 = -1024352.329424
  nChanged 36
		SP:Iteration 35Q (11099.200000 sec): 3 clusters
  Score: Raw -1027310.500878 + Penalty 2945.550240 = -1024364.950639
  nChanged 23
		SP:Iteration 36Q (11099.420000 sec): 3 clusters
  Score: Raw -1027318.270657 + Penalty 2945.550240 = -1024372.720417
  nChanged 22
		SP:Iteration 37Q (11099.580000 sec): 3 clusters
  Score: Raw -1027326.925027 + Penalty 2945.550240 = -1024381.374787
  nChanged 23
		SP:Iteration 38Q (11099.800000 sec): 3 clusters
  Score: Raw -1027335.222421 + Penalty 2945.550240 = -1024389.672181
  nChanged 17
		SP:Iteration 39Q (11100.020000 sec): 3 clusters
  Score: Raw -1027341.327685 + Penalty 2945.550240 = -1024395.777445
  nChanged 17
		SP:Iteration 40F (11100.200000 sec): 3 clusters
  Score: Raw -1027345.790520 + Penalty 2945.550240 = -1024400.240280
  nChanged 11
		SP:Iteration 41Q (11100.400000 sec): 3 clusters
  Score: Raw -1027348.496989 + Penalty 2945.550240 = -1024402.946750
  nChanged 12
		SP:Iteration 42Q (11100.610000 sec): 3 clusters
  Score: Raw -1027351.665109 + Penalty 2945.550240 = -1024406.114870
  nChanged 12
		SP:Iteration 43Q (11100.800000 sec): 3 clusters
  Score: Raw -1027354.129937 + Penalty 2945.550240 = -1024408.579697
  nChanged 7
		SP:Iteration 44Q (11101.020000 sec): 3 clusters
  Score: Raw -1027355.439141 + Penalty 2945.550240 = -1024409.888901
  nChanged 3
		SP:Iteration 45Q (11101.230000 sec): 3 clusters
  Score: Raw -1027356.326999 + Penalty 2945.550240 = -1024410.776759
  nChanged 6
		SP:Iteration 46Q (11101.440000 sec): 3 clusters
  Score: Raw -1027358.507064 + Penalty 2945.550240 = -1024412.956825
  nChanged 3
		SP:Iteration 47Q (11101.680000 sec): 3 clusters
  Score: Raw -1027359.625764 + Penalty 2945.550240 = -1024414.075524
  nChanged 5
		SP:Iteration 48Q (11101.860000 sec): 3 clusters
  Score: Raw -1027360.587825 + Penalty 2945.550240 = -1024415.037585
  nChanged 3
		SP:Iteration 49Q (11102.100000 sec): 3 clusters
  Score: Raw -1027361.385325 + Penalty 2945.550240 = -1024415.835086
  nChanged 4
		SP:Iteration 50Q (11102.260000 sec): 3 clusters
  Score: Raw -1027362.435610 + Penalty 2945.550240 = -1024416.885370
  nChanged 3
		SP:Iteration 51Q (11102.460000 sec): 3 clusters
  Score: Raw -1027363.875569 + Penalty 2945.550240 = -1024418.325330
  nChanged 5
		SP:Iteration 52Q (11102.640000 sec): 3 clusters
  Score: Raw -1027365.135619 + Penalty 2945.550240 = -1024419.585380
  nChanged 4
		SP:Iteration 53Q (11102.860000 sec): 3 clusters
  Score: Raw -1027365.870862 + Penalty 2945.550240 = -1024420.320622
  nChanged 5
		SP:Iteration 54Q (11103.020000 sec): 3 clusters
  Score: Raw -1027366.686017 + Penalty 2945.550240 = -1024421.135777
  nChanged 4
		SP:Iteration 55Q (11103.230000 sec): 3 clusters
  Score: Raw -1027367.435584 + Penalty 2945.550240 = -1024421.885344
  nChanged 4
		SP:Iteration 56Q (11103.440000 sec): 3 clusters
  Score: Raw -1027368.394190 + Penalty 2945.550240 = -1024422.843950
  nChanged 4
		SP:Iteration 57Q (11103.640000 sec): 3 clusters
  Score: Raw -1027369.445050 + Penalty 2945.550240 = -1024423.894811
  nChanged 2
		SP:Iteration 58Q (11103.850000 sec): 3 clusters
  Score: Raw -1027369.823662 + Penalty 2945.550240 = -1024424.273422
  nChanged 1
		SP:Iteration 59Q (11104.060000 sec): 3 clusters
  Score: Raw -1027370.059691 + Penalty 2945.550240 = -1024424.509451
  nChanged 1
		SP:Iteration 60F (11104.250000 sec): 3 clusters
  Score: Raw -1027370.181756 + Penalty 2945.550240 = -1024424.631517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11104.370000 sec): 2 clusters
  Score: Raw -694633.014050 + Penalty 1409.251160 = -693223.762890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11104.570000 sec): 3 clusters
  Score: Raw -691597.654689 + Penalty 2818.502319 = -688779.152369
  nChanged 2389
		SP:Iteration 1F (11104.790000 sec): 3 clusters
  Score: Raw -693078.745494 + Penalty 2818.502319 = -690260.243175
  nChanged 518
		SP:Iteration 2F (11104.960000 sec): 3 clusters
  Score: Raw -693543.027030 + Penalty 2818.502319 = -690724.524710
  nChanged 527
		SP:Iteration 3F (11105.160000 sec): 3 clusters
  Score: Raw -694103.236785 + Penalty 2818.502319 = -691284.734466
  nChanged 535
		SP:Iteration 4F (11105.350000 sec): 3 clusters
  Score: Raw -694678.905270 + Penalty 2818.502319 = -691860.402951
  nChanged 413
		SP:Iteration 5F (11105.540000 sec): 3 clusters
  Score: Raw -695048.626108 + Penalty 2818.502319 = -692230.123789
  nChanged 286
		SP:Iteration 6Q (11105.770000 sec): 3 clusters
  Score: Raw -695231.574329 + Penalty 2818.502319 = -692413.072010
  nChanged 173
		SP:Iteration 7Q (11105.940000 sec): 3 clusters
  Score: Raw -695311.810309 + Penalty 2818.502319 = -692493.307990
  nChanged 109
		SP:Iteration 8Q (11106.130000 sec): 3 clusters
  Score: Raw -695352.092782 + Penalty 2818.502319 = -692533.590463
  nChanged 67
		SP:Iteration 9Q (11106.310000 sec): 3 clusters
  Score: Raw -695369.418507 + Penalty 2818.502319 = -692550.916188
  nChanged 47
		SP:Iteration 10Q (11106.530000 sec): 3 clusters
  Score: Raw -695380.520196 + Penalty 2818.502319 = -692562.017877
  nChanged 32
		SP:Iteration 11Q (11106.690000 sec): 3 clusters
  Score: Raw -695386.873283 + Penalty 2818.502319 = -692568.370964
  nChanged 11
		SP:Iteration 12Q (11106.910000 sec): 3 clusters
  Score: Raw -695388.839820 + Penalty 2818.502319 = -692570.337501
  nChanged 7
		SP:Iteration 13Q (11107.100000 sec): 3 clusters
  Score: Raw -695390.367721 + Penalty 2818.502319 = -692571.865402
  nChanged 11
		SP:Iteration 14Q (11107.240000 sec): 3 clusters
  Score: Raw -695392.860373 + Penalty 2818.502319 = -692574.358054
  nChanged 10
		SP:Iteration 15Q (11107.460000 sec): 3 clusters
  Score: Raw -695394.790564 + Penalty 2818.502319 = -692576.288245
  nChanged 6
		SP:Iteration 16Q (11107.670000 sec): 3 clusters
  Score: Raw -695395.956488 + Penalty 2818.502319 = -692577.454169
  nChanged 3
		SP:Iteration 17Q (11107.830000 sec): 3 clusters
  Score: Raw -695396.485962 + Penalty 2818.502319 = -692577.983643
  nChanged 2
		SP:Iteration 18Q (11108.050000 sec): 3 clusters
  Score: Raw -695396.951205 + Penalty 2818.502319 = -692578.448886
  nChanged 1
		SP:Iteration 19Q (11108.260000 sec): 3 clusters
  Score: Raw -695397.123975 + Penalty 2818.502319 = -692578.621656
  nChanged 0
		SP:Iteration 20F (11108.430000 sec): 3 clusters
  Score: Raw -695397.123975 + Penalty 2818.502319 = -692578.621656
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (32749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11108.690000 sec): 2 clusters
  Score: Raw -3724466.497435 + Penalty 1689.452002 = -3722777.045433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11109.010000 sec): 3 clusters
  Score: Raw -3704273.043613 + Penalty 3378.904005 = -3700894.139609
  nChanged 15092
		SP:Iteration 1F (11109.300000 sec): 3 clusters
  Score: Raw -3713212.560565 + Penalty 3378.904005 = -3709833.656560
  nChanged 1851
		SP:Iteration 2F (11109.610000 sec): 3 clusters
  Score: Raw -3714058.817151 + Penalty 3378.904005 = -3710679.913147
  nChanged 1855
		SP:Iteration 3F (11109.880000 sec): 3 clusters
  Score: Raw -3714917.097623 + Penalty 3378.904005 = -3711538.193619
  nChanged 1748
		SP:Iteration 4F (11110.210000 sec): 3 clusters
  Score: Raw -3715788.271383 + Penalty 3378.904005 = -3712409.367379
  nChanged 1754
		SP:Iteration 5F (11110.490000 sec): 3 clusters
  Score: Raw -3716633.865407 + Penalty 3378.904005 = -3713254.961402
  nChanged 1581
		SP:Iteration 6Q (11110.780000 sec): 3 clusters
  Score: Raw -3717377.503036 + Penalty 3378.904005 = -3713998.599031
  nChanged 1510
		SP:Iteration 7Q (11111.130000 sec): 3 clusters
  Score: Raw -3718070.630848 + Penalty 3378.904005 = -3714691.726844
  nChanged 1382
		SP:Iteration 8Q (11111.420000 sec): 3 clusters
  Score: Raw -3718685.854880 + Penalty 3378.904005 = -3715306.950876
  nChanged 1214
		SP:Iteration 9Q (11111.720000 sec): 3 clusters
  Score: Raw -3719249.726674 + Penalty 3378.904005 = -3715870.822670
  nChanged 1100
		SP:Iteration 10Q (11112.030000 sec): 3 clusters
  Score: Raw -3719797.039439 + Penalty 3378.904005 = -3716418.135434
  nChanged 1087
		SP:Iteration 11Q (11112.320000 sec): 3 clusters
  Score: Raw -3720335.789905 + Penalty 3378.904005 = -3716956.885900
  nChanged 979
		SP:Iteration 12Q (11112.630000 sec): 3 clusters
  Score: Raw -3720762.426438 + Penalty 3378.904005 = -3717383.522433
  nChanged 811
		SP:Iteration 13Q (11112.930000 sec): 3 clusters
  Score: Raw -3721090.489915 + Penalty 3378.904005 = -3717711.585911
  nChanged 667
		SP:Iteration 14Q (11113.240000 sec): 3 clusters
  Score: Raw -3721331.001325 + Penalty 3378.904005 = -3717952.097320
  nChanged 545
		SP:Iteration 15Q (11113.560000 sec): 3 clusters
  Score: Raw -3721515.518911 + Penalty 3378.904005 = -3718136.614906
  nChanged 423
		SP:Iteration 16Q (11113.860000 sec): 3 clusters
  Score: Raw -3721619.245626 + Penalty 3378.904005 = -3718240.341622
  nChanged 321
		SP:Iteration 17Q (11114.170000 sec): 3 clusters
  Score: Raw -3721678.126307 + Penalty 3378.904005 = -3718299.222303
  nChanged 268
		SP:Iteration 18Q (11114.510000 sec): 3 clusters
  Score: Raw -3721724.710927 + Penalty 3378.904005 = -3718345.806922
  nChanged 237
		SP:Iteration 19Q (11114.850000 sec): 3 clusters
  Score: Raw -3721761.149613 + Penalty 3378.904005 = -3718382.245608
  nChanged 196
		SP:Iteration 20F (11115.170000 sec): 3 clusters
  Score: Raw -3721788.740015 + Penalty 3378.904005 = -3718409.836010
  nChanged 190
		SP:Iteration 21Q (11115.470000 sec): 3 clusters
  Score: Raw -3721814.994556 + Penalty 3378.904005 = -3718436.090552
  nChanged 201
		SP:Iteration 22Q (11115.830000 sec): 3 clusters
  Score: Raw -3721844.496269 + Penalty 3378.904005 = -3718465.592265
  nChanged 194
		SP:Iteration 23Q (11116.140000 sec): 3 clusters
  Score: Raw -3721868.393523 + Penalty 3378.904005 = -3718489.489519
  nChanged 163
		SP:Iteration 24Q (11116.480000 sec): 3 clusters
  Score: Raw -3721887.401295 + Penalty 3378.904005 = -3718508.497290
  nChanged 140
		SP:Iteration 25Q (11116.740000 sec): 3 clusters
  Score: Raw -3721902.973429 + Penalty 3378.904005 = -3718524.069424
  nChanged 122
		SP:Iteration 26Q (11117.080000 sec): 3 clusters
  Score: Raw -3721916.538021 + Penalty 3378.904005 = -3718537.634016
  nChanged 123
		SP:Iteration 27Q (11117.390000 sec): 3 clusters
  Score: Raw -3721929.976749 + Penalty 3378.904005 = -3718551.072745
  nChanged 115
		SP:Iteration 28Q (11117.660000 sec): 3 clusters
  Score: Raw -3721943.011939 + Penalty 3378.904005 = -3718564.107935
  nChanged 106
		SP:Iteration 29Q (11117.970000 sec): 3 clusters
  Score: Raw -3721951.900767 + Penalty 3378.904005 = -3718572.996763
  nChanged 92
		SP:Iteration 30Q (11118.330000 sec): 3 clusters
  Score: Raw -3721959.570773 + Penalty 3378.904005 = -3718580.666769
  nChanged 95
		SP:Iteration 31Q (11118.610000 sec): 3 clusters
  Score: Raw -3721966.764979 + Penalty 3378.904005 = -3718587.860975
  nChanged 74
		SP:Iteration 32Q (11118.940000 sec): 3 clusters
  Score: Raw -3721972.108011 + Penalty 3378.904005 = -3718593.204007
  nChanged 79
		SP:Iteration 33Q (11119.290000 sec): 3 clusters
  Score: Raw -3721978.532288 + Penalty 3378.904005 = -3718599.628284
  nChanged 74
		SP:Iteration 34Q (11119.590000 sec): 3 clusters
  Score: Raw -3721984.773933 + Penalty 3378.904005 = -3718605.869928
  nChanged 77
		SP:Iteration 35Q (11119.890000 sec): 3 clusters
  Score: Raw -3721991.236641 + Penalty 3378.904005 = -3718612.332636
  nChanged 83
		SP:Iteration 36Q (11120.240000 sec): 3 clusters
  Score: Raw -3721998.839854 + Penalty 3378.904005 = -3718619.935850
  nChanged 87
		SP:Iteration 37Q (11120.580000 sec): 3 clusters
  Score: Raw -3722006.499312 + Penalty 3378.904005 = -3718627.595308
  nChanged 97
		SP:Iteration 38Q (11120.880000 sec): 3 clusters
  Score: Raw -3722015.671511 + Penalty 3378.904005 = -3718636.767507
  nChanged 99
		SP:Iteration 39Q (11121.190000 sec): 3 clusters
  Score: Raw -3722025.884196 + Penalty 3378.904005 = -3718646.980192
  nChanged 112
		SP:Iteration 40F (11121.520000 sec): 3 clusters
  Score: Raw -3722037.901572 + Penalty 3378.904005 = -3718658.997567
  nChanged 96
		SP:Iteration 41Q (11121.840000 sec): 3 clusters
  Score: Raw -3722046.422878 + Penalty 3378.904005 = -3718667.518874
  nChanged 93
		SP:Iteration 42Q (11122.170000 sec): 3 clusters
  Score: Raw -3722053.946115 + Penalty 3378.904005 = -3718675.042111
  nChanged 80
		SP:Iteration 43Q (11122.490000 sec): 3 clusters
  Score: Raw -3722060.608839 + Penalty 3378.904005 = -3718681.704834
  nChanged 90
		SP:Iteration 44Q (11122.790000 sec): 3 clusters
  Score: Raw -3722068.489975 + Penalty 3378.904005 = -3718689.585971
  nChanged 78
		SP:Iteration 45Q (11123.090000 sec): 3 clusters
  Score: Raw -3722076.720309 + Penalty 3378.904005 = -3718697.816305
  nChanged 98
		SP:Iteration 46Q (11123.430000 sec): 3 clusters
  Score: Raw -3722088.164748 + Penalty 3378.904005 = -3718709.260744
  nChanged 107
		SP:Iteration 47Q (11123.750000 sec): 3 clusters
  Score: Raw -3722100.762087 + Penalty 3378.904005 = -3718721.858082
  nChanged 127
		SP:Iteration 48Q (11124.080000 sec): 3 clusters
  Score: Raw -3722115.837454 + Penalty 3378.904005 = -3718736.933449
  nChanged 122
		SP:Iteration 49Q (11124.390000 sec): 3 clusters
  Score: Raw -3722128.774227 + Penalty 3378.904005 = -3718749.870223
  nChanged 118
		SP:Iteration 50Q (11124.750000 sec): 3 clusters
  Score: Raw -3722140.587889 + Penalty 3378.904005 = -3718761.683885
  nChanged 113
		SP:Iteration 51Q (11125.090000 sec): 3 clusters
  Score: Raw -3722151.975114 + Penalty 3378.904005 = -3718773.071109
  nChanged 96
		SP:Iteration 52Q (11125.420000 sec): 3 clusters
  Score: Raw -3722162.096510 + Penalty 3378.904005 = -3718783.192506
  nChanged 96
		SP:Iteration 53Q (11125.780000 sec): 3 clusters
  Score: Raw -3722171.944280 + Penalty 3378.904005 = -3718793.040276
  nChanged 106
		SP:Iteration 54Q (11126.150000 sec): 3 clusters
  Score: Raw -3722182.973744 + Penalty 3378.904005 = -3718804.069739
  nChanged 103
		SP:Iteration 55Q (11126.470000 sec): 3 clusters
  Score: Raw -3722193.020331 + Penalty 3378.904005 = -3718814.116326
  nChanged 104
		SP:Iteration 56Q (11126.810000 sec): 3 clusters
  Score: Raw -3722203.428107 + Penalty 3378.904005 = -3718824.524102
  nChanged 107
		SP:Iteration 57Q (11127.120000 sec): 3 clusters
  Score: Raw -3722214.350245 + Penalty 3378.904005 = -3718835.446240
  nChanged 105
		SP:Iteration 58Q (11127.470000 sec): 3 clusters
  Score: Raw -3722225.329963 + Penalty 3378.904005 = -3718846.425958
  nChanged 89
		SP:Iteration 59Q (11127.790000 sec): 3 clusters
  Score: Raw -3722237.144381 + Penalty 3378.904005 = -3718858.240376
  nChanged 99
		SP:Iteration 60F (11128.100000 sec): 3 clusters
  Score: Raw -3722248.394067 + Penalty 3378.904005 = -3718869.490063
  nChanged 123
		SP:Iteration 61Q (11128.390000 sec): 3 clusters
  Score: Raw -3722265.122132 + Penalty 3378.904005 = -3718886.218128
  nChanged 133
		SP:Iteration 62Q (11128.740000 sec): 3 clusters
  Score: Raw -3722283.658306 + Penalty 3378.904005 = -3718904.754302
  nChanged 152
		SP:Iteration 63Q (11129.100000 sec): 3 clusters
  Score: Raw -3722308.817302 + Penalty 3378.904005 = -3718929.913298
  nChanged 181
		SP:Iteration 64Q (11129.380000 sec): 3 clusters
  Score: Raw -3722342.902835 + Penalty 3378.904005 = -3718963.998830
  nChanged 210
		SP:Iteration 65Q (11129.720000 sec): 3 clusters
  Score: Raw -3722380.698145 + Penalty 3378.904005 = -3719001.794140
  nChanged 219
		SP:Iteration 66Q (11130.040000 sec): 3 clusters
  Score: Raw -3722419.158115 + Penalty 3378.904005 = -3719040.254110
  nChanged 227
		SP:Iteration 67Q (11130.360000 sec): 3 clusters
  Score: Raw -3722462.516615 + Penalty 3378.904005 = -3719083.612611
  nChanged 246
		SP:Iteration 68Q (11130.660000 sec): 3 clusters
  Score: Raw -3722506.222973 + Penalty 3378.904005 = -3719127.318968
  nChanged 239
		SP:Iteration 69Q (11130.980000 sec): 3 clusters
  Score: Raw -3722548.246463 + Penalty 3378.904005 = -3719169.342459
  nChanged 245
		SP:Iteration 70Q (11131.300000 sec): 3 clusters
  Score: Raw -3722599.153599 + Penalty 3378.904005 = -3719220.249594
  nChanged 275
		SP:Iteration 71Q (11131.610000 sec): 3 clusters
  Score: Raw -3722656.173400 + Penalty 3378.904005 = -3719277.269395
  nChanged 279
		SP:Iteration 72Q (11131.950000 sec): 3 clusters
  Score: Raw -3722717.183666 + Penalty 3378.904005 = -3719338.279661
  nChanged 290
		SP:Iteration 73Q (11132.280000 sec): 3 clusters
  Score: Raw -3722787.968551 + Penalty 3378.904005 = -3719409.064547
  nChanged 316
		SP:Iteration 74Q (11132.610000 sec): 3 clusters
  Score: Raw -3722871.755992 + Penalty 3378.904005 = -3719492.851987
  nChanged 335
		SP:Iteration 75Q (11132.920000 sec): 3 clusters
  Score: Raw -3722966.276100 + Penalty 3378.904005 = -3719587.372095
  nChanged 350
		SP:Iteration 76Q (11133.270000 sec): 3 clusters
  Score: Raw -3723076.938998 + Penalty 3378.904005 = -3719698.034994
  nChanged 363
		SP:Iteration 77Q (11133.600000 sec): 3 clusters
  Score: Raw -3723198.758422 + Penalty 3378.904005 = -3719819.854417
  nChanged 386
		SP:Iteration 78Q (11133.890000 sec): 3 clusters
  Score: Raw -3723335.622704 + Penalty 3378.904005 = -3719956.718699
  nChanged 407
		SP:Iteration 79Q (11134.240000 sec): 3 clusters
  Score: Raw -3723479.163217 + Penalty 3378.904005 = -3720100.259213
  nChanged 410
		SP:Iteration 80F (11134.600000 sec): 3 clusters
  Score: Raw -3723633.214593 + Penalty 3378.904005 = -3720254.310589
  nChanged 412
		SP:Iteration 81Q (11134.900000 sec): 3 clusters
  Score: Raw -3723788.533124 + Penalty 3378.904005 = -3720409.629119
  nChanged 400
		SP:Iteration 82Q (11135.260000 sec): 3 clusters
  Score: Raw -3723941.283867 + Penalty 3378.904005 = -3720562.379863
  nChanged 393
		SP:Iteration 83Q (11135.570000 sec): 3 clusters
  Score: Raw -3724085.381849 + Penalty 3378.904005 = -3720706.477845
  nChanged 387
		SP:Iteration 84Q (11135.870000 sec): 3 clusters
  Score: Raw -3724232.681409 + Penalty 3378.904005 = -3720853.777404
  nChanged 360
		SP:Iteration 85Q (11136.220000 sec): 3 clusters
  Score: Raw -3724367.932601 + Penalty 3378.904005 = -3720989.028597
  nChanged 362
		SP:Iteration 86Q (11136.510000 sec): 3 clusters
  Score: Raw -3724505.519551 + Penalty 3378.904005 = -3721126.615546
  nChanged 367
		SP:Iteration 87Q (11136.840000 sec): 3 clusters
  Score: Raw -3724660.685979 + Penalty 3378.904005 = -3721281.781975
  nChanged 358
		SP:Iteration 88Q (11137.150000 sec): 3 clusters
  Score: Raw -3724805.078841 + Penalty 3378.904005 = -3721426.174836
  nChanged 336
		SP:Iteration 89Q (11137.540000 sec): 3 clusters
  Score: Raw -3724941.521413 + Penalty 3378.904005 = -3721562.617409
  nChanged 308
		SP:Iteration 90Q (11137.870000 sec): 3 clusters
  Score: Raw -3725061.513707 + Penalty 3378.904005 = -3721682.609702
  nChanged 281
		SP:Iteration 91Q (11138.180000 sec): 3 clusters
  Score: Raw -3725171.425933 + Penalty 3378.904005 = -3721792.521928
  nChanged 259
		SP:Iteration 92Q (11138.500000 sec): 3 clusters
  Score: Raw -3725284.996516 + Penalty 3378.904005 = -3721906.092511
  nChanged 254
		SP:Iteration 93Q (11138.810000 sec): 3 clusters
  Score: Raw -3725386.230808 + Penalty 3378.904005 = -3722007.326804
  nChanged 221
		SP:Iteration 94Q (11139.130000 sec): 3 clusters
  Score: Raw -3725464.290926 + Penalty 3378.904005 = -3722085.386921
  nChanged 177
		SP:Iteration 95Q (11139.470000 sec): 3 clusters
  Score: Raw -3725515.941213 + Penalty 3378.904005 = -3722137.037209
  nChanged 136
		SP:Iteration 96Q (11139.800000 sec): 3 clusters
  Score: Raw -3725550.696133 + Penalty 3378.904005 = -3722171.792129
  nChanged 110
		SP:Iteration 97Q (11140.090000 sec): 3 clusters
  Score: Raw -3725582.019474 + Penalty 3378.904005 = -3722203.115469
  nChanged 126
		SP:Iteration 98Q (11140.390000 sec): 3 clusters
  Score: Raw -3725616.891682 + Penalty 3378.904005 = -3722237.987678
  nChanged 96
		SP:Iteration 99Q (11140.730000 sec): 3 clusters
  Score: Raw -3725644.890252 + Penalty 3378.904005 = -3722265.986247
  nChanged 86
		SP:Iteration 100F (11141.050000 sec): 3 clusters
  Score: Raw -3725671.541740 + Penalty 3378.904005 = -3722292.637735
  nChanged 83
		SP:Iteration 101Q (11141.390000 sec): 3 clusters
  Score: Raw -3725694.594976 + Penalty 3378.904005 = -3722315.690972
  nChanged 73
		SP:Iteration 102Q (11141.690000 sec): 3 clusters
  Score: Raw -3725711.480838 + Penalty 3378.904005 = -3722332.576833
  nChanged 67
		SP:Iteration 103Q (11142.030000 sec): 3 clusters
  Score: Raw -3725729.037065 + Penalty 3378.904005 = -3722350.133060
  nChanged 63
		SP:Iteration 104Q (11142.340000 sec): 3 clusters
  Score: Raw -3725743.461302 + Penalty 3378.904005 = -3722364.557298
  nChanged 53
		SP:Iteration 105Q (11142.670000 sec): 3 clusters
  Score: Raw -3725753.372033 + Penalty 3378.904005 = -3722374.468029
  nChanged 45
		SP:Iteration 106Q (11143.020000 sec): 3 clusters
  Score: Raw -3725762.658634 + Penalty 3378.904005 = -3722383.754629
  nChanged 40
		SP:Iteration 107Q (11143.330000 sec): 3 clusters
  Score: Raw -3725773.790780 + Penalty 3378.904005 = -3722394.886776
  nChanged 42
		SP:Iteration 108Q (11143.670000 sec): 3 clusters
  Score: Raw -3725781.335324 + Penalty 3378.904005 = -3722402.431320
  nChanged 29
		SP:Iteration 109Q (11144.020000 sec): 3 clusters
  Score: Raw -3725787.382629 + Penalty 3378.904005 = -3722408.478625
  nChanged 23
		SP:Iteration 110Q (11144.340000 sec): 3 clusters
  Score: Raw -3725791.473017 + Penalty 3378.904005 = -3722412.569013
  nChanged 21
		SP:Iteration 111Q (11144.690000 sec): 3 clusters
  Score: Raw -3725794.442822 + Penalty 3378.904005 = -3722415.538817
  nChanged 15
		SP:Iteration 112Q (11145.010000 sec): 3 clusters
  Score: Raw -3725796.720216 + Penalty 3378.904005 = -3722417.816211
  nChanged 14
		SP:Iteration 113Q (11145.330000 sec): 3 clusters
  Score: Raw -3725798.902237 + Penalty 3378.904005 = -3722419.998232
  nChanged 11
		SP:Iteration 114Q (11145.670000 sec): 3 clusters
  Score: Raw -3725800.288036 + Penalty 3378.904005 = -3722421.384032
  nChanged 16
		SP:Iteration 115Q (11146.020000 sec): 3 clusters
  Score: Raw -3725802.984771 + Penalty 3378.904005 = -3722424.080767
  nChanged 21
		SP:Iteration 116Q (11146.350000 sec): 3 clusters
  Score: Raw -3725806.344760 + Penalty 3378.904005 = -3722427.440755
  nChanged 16
		SP:Iteration 117Q (11146.690000 sec): 3 clusters
  Score: Raw -3725809.971136 + Penalty 3378.904005 = -3722431.067132
  nChanged 17
		SP:Iteration 118Q (11147.040000 sec): 3 clusters
  Score: Raw -3725813.203537 + Penalty 3378.904005 = -3722434.299533
  nChanged 12
		SP:Iteration 119Q (11147.360000 sec): 3 clusters
  Score: Raw -3725815.164510 + Penalty 3378.904005 = -3722436.260506
  nChanged 14
		SP:Iteration 120F (11147.700000 sec): 3 clusters
  Score: Raw -3725816.764555 + Penalty 3378.904005 = -3722437.860550
  nChanged 2
		SP:Iteration 121Q (11148.040000 sec): 3 clusters
  Score: Raw -3725817.031514 + Penalty 3378.904005 = -3722438.127509
  nChanged 3
		SP:Iteration 122Q (11148.390000 sec): 3 clusters
  Score: Raw -3725817.300194 + Penalty 3378.904005 = -3722438.396189
  nChanged 0
		SP:Iteration 123F (11148.720000 sec): 3 clusters
  Score: Raw -3725817.300194 + Penalty 3378.904005 = -3722438.396189
  nChanged 0
Iteration 139Q (11232.990000 sec): 109 clusters
  Score: Raw -106185994.809881 + Penalty 240804.627699 = -105945190.182182
  nChanged 3800
Iteration 140F (11391.010000 sec): 109 clusters
  Score: Raw -106188447.952904 + Penalty 240804.627699 = -105947643.325204
  nChanged 2749
Iteration 141Q (11485.140000 sec): 109 clusters
  Score: Raw -106189829.723476 + Penalty 240804.627699 = -105949025.095777
  nChanged 2000
Iteration 142Q (11584.280000 sec): 109 clusters
  Score: Raw -106190663.803967 + Penalty 240804.627699 = -105949859.176267
  nChanged 1602
Iteration 143Q (11681.720000 sec): 109 clusters
  Score: Raw -106191267.372150 + Penalty 240804.627699 = -105950462.744451
  nChanged 1417
Iteration 144Q (11792.000000 sec): 109 clusters
  Score: Raw -106191724.701642 + Penalty 240804.627699 = -105950920.073943
  nChanged 1208
Iteration 145Q (11911.030000 sec): 109 clusters
  Score: Raw -106192133.035664 + Penalty 240804.627699 = -105951328.407965
  nChanged 1070
Iteration 146Q (12012.670000 sec): 109 clusters
  Score: Raw -106192458.612668 + Penalty 240804.627699 = -105951653.984968
  nChanged 919
Iteration 147Q (12104.260000 sec): 109 clusters
  Score: Raw -106192688.549695 + Penalty 240804.627699 = -105951883.921996
  nChanged 804
Iteration 148Q (12191.490000 sec): 109 clusters
  Score: Raw -106192872.236322 + Penalty 240804.627699 = -105952067.608623
  nChanged 701
Iteration 149Q (12317.780000 sec): 109 clusters
  Score: Raw -106193013.403548 + Penalty 240804.627699 = -105952208.775849
  nChanged 612
Iteration 150Q (12541.960000 sec): 109 clusters
  Score: Raw -106193123.737901 + Penalty 240804.627699 = -105952319.110202
  nChanged 593
Iteration 151Q (12715.730000 sec): 109 clusters
  Score: Raw -106193226.689798 + Penalty 240804.627699 = -105952422.062098
  nChanged 552
Iteration 152Q (12845.490000 sec): 109 clusters
  Score: Raw -106193318.309091 + Penalty 240804.627699 = -105952513.681392
  nChanged 521
Iteration 153Q (12966.570000 sec): 109 clusters
  Score: Raw -106193412.753479 + Penalty 240804.627699 = -105952608.125780
  nChanged 519
Iteration 154Q (13069.860000 sec): 109 clusters
  Score: Raw -106193505.667900 + Penalty 240804.627699 = -105952701.040200
  nChanged 460
Iteration 155Q (13160.440000 sec): 109 clusters
  Score: Raw -106193583.274334 + Penalty 240804.627699 = -105952778.646634
  nChanged 447
Iteration 156Q (13254.090000 sec): 109 clusters
  Score: Raw -106193655.611957 + Penalty 240804.627699 = -105952850.984258
  nChanged 413
Iteration 157Q (13346.220000 sec): 109 clusters
  Score: Raw -106193723.318242 + Penalty 240804.627699 = -105952918.690543
  nChanged 353
Iteration 158Q (13440.980000 sec): 109 clusters
  Score: Raw -106193784.163855 + Penalty 240804.627699 = -105952979.536155
  nChanged 322
Iteration 159Q (13533.260000 sec): 109 clusters
  Score: Raw -106193833.148288 + Penalty 240804.627699 = -105953028.520589
  nChanged 292
Iteration 160F (13691.740000 sec): 109 clusters
  Score: Raw -106193914.568413 + Penalty 240804.627699 = -105953109.940714
  nChanged 270
Iteration 161Q (13794.940000 sec): 109 clusters
  Score: Raw -106194025.702939 + Penalty 240804.627699 = -105953221.075239
  nChanged 254
Iteration 162Q (13894.630000 sec): 109 clusters
  Score: Raw -106194077.255374 + Penalty 240804.627699 = -105953272.627675
  nChanged 214
Iteration 163Q (13979.570000 sec): 109 clusters
  Score: Raw -106194115.117575 + Penalty 240804.627699 = -105953310.489875
  nChanged 217
Iteration 164Q (14100.890000 sec): 109 clusters
  Score: Raw -106194148.560872 + Penalty 240804.627699 = -105953343.933173
  nChanged 173
Iteration 165Q (14205.470000 sec): 109 clusters
  Score: Raw -106194172.487926 + Penalty 240804.627699 = -105953367.860227
  nChanged 144
Iteration 166Q (14303.140000 sec): 109 clusters
  Score: Raw -106194191.803673 + Penalty 240804.627699 = -105953387.175974
  nChanged 121
Iteration 167Q (14431.320000 sec): 109 clusters
  Score: Raw -106194206.004966 + Penalty 240804.627699 = -105953401.377266
  nChanged 129
Iteration 168Q (14585.620000 sec): 109 clusters
  Score: Raw -106194220.847757 + Penalty 240804.627699 = -105953416.220058
  nChanged 105
Iteration 169Q (14749.010000 sec): 109 clusters
  Score: Raw -106194233.206757 + Penalty 240804.627699 = -105953428.579057
  nChanged 85
Iteration 170Q (14894.630000 sec): 109 clusters
  Score: Raw -106194244.595222 + Penalty 240804.627699 = -105953439.967522
  nChanged 84
Iteration 171Q (15043.460000 sec): 109 clusters
  Score: Raw -106194255.815791 + Penalty 240804.627699 = -105953451.188092
  nChanged 52
Iteration 172Q (15187.850000 sec): 109 clusters
  Score: Raw -106194263.337116 + Penalty 240804.627699 = -105953458.709417
  nChanged 59
Iteration 173Q (15343.300000 sec): 109 clusters
  Score: Raw -106194269.519458 + Penalty 240804.627699 = -105953464.891759
  nChanged 36
Iteration 174Q (15499.030000 sec): 109 clusters
  Score: Raw -106194273.064101 + Penalty 240804.627699 = -105953468.436401
  nChanged 24
Iteration 175Q (15641.270000 sec): 109 clusters
  Score: Raw -106194275.552301 + Penalty 240804.627699 = -105953470.924602
  nChanged 31
Iteration 176Q (15775.990000 sec): 109 clusters
  Score: Raw -106194278.063125 + Penalty 240804.627699 = -105953473.435426
  nChanged 29
Iteration 177Q (15892.120000 sec): 109 clusters
  Score: Raw -106194280.404940 + Penalty 240804.627699 = -105953475.777241
  nChanged 26
Iteration 178Q (16001.600000 sec): 109 clusters
  Score: Raw -106194283.201713 + Penalty 240804.627699 = -105953478.574013
  nChanged 20
Writing temp clu file 
Because OldScore, -105953475.777241, is greater than current (better) Score,-105953478.574013 
 Compute initial score before splitting:   Score: Raw -106194283.201713 + Penalty 240804.627699 = -105953478.574013
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16002.230000 sec): 2 clusters
  Score: Raw -131958.722183 + Penalty 1156.282096 = -130802.440087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16002.440000 sec): 3 clusters
  Score: Raw -131509.768826 + Penalty 2312.564191 = -129197.204635
  nChanged 411
		SP:Iteration 1F (16002.610000 sec): 3 clusters
  Score: Raw -131835.624465 + Penalty 2312.564191 = -129523.060274
  nChanged 94
		SP:Iteration 2F (16002.790000 sec): 3 clusters
  Score: Raw -131937.041796 + Penalty 2312.564191 = -129624.477605
  nChanged 60
		SP:Iteration 3Q (16002.970000 sec): 3 clusters
  Score: Raw -131991.424775 + Penalty 2312.564191 = -129678.860584
  nChanged 34
		SP:Iteration 4Q (16003.150000 sec): 3 clusters
  Score: Raw -132025.888680 + Penalty 2312.564191 = -129713.324489
  nChanged 29
		SP:Iteration 5Q (16003.360000 sec): 3 clusters
  Score: Raw -132059.265546 + Penalty 2312.564191 = -129746.701355
  nChanged 18
		SP:Iteration 6Q (16003.510000 sec): 3 clusters
  Score: Raw -132081.667914 + Penalty 2312.564191 = -129769.103723
  nChanged 23
		SP:Iteration 7Q (16003.670000 sec): 3 clusters
  Score: Raw -132108.862338 + Penalty 2312.564191 = -129796.298147
  nChanged 24
		SP:Iteration 8Q (16003.850000 sec): 3 clusters
  Score: Raw -132134.331079 + Penalty 2312.564191 = -129821.766888
  nChanged 15
		SP:Iteration 9Q (16004.000000 sec): 3 clusters
  Score: Raw -132147.421194 + Penalty 2312.564191 = -129834.857003
  nChanged 10
		SP:Iteration 10Q (16004.140000 sec): 3 clusters
  Score: Raw -132156.704171 + Penalty 2312.564191 = -129844.139980
  nChanged 10
		SP:Iteration 11Q (16004.320000 sec): 3 clusters
  Score: Raw -132167.586216 + Penalty 2312.564191 = -129855.022025
  nChanged 13
		SP:Iteration 12Q (16004.520000 sec): 3 clusters
  Score: Raw -132181.254490 + Penalty 2312.564191 = -129868.690299
  nChanged 11
		SP:Iteration 13Q (16004.690000 sec): 3 clusters
  Score: Raw -132193.028610 + Penalty 2312.564191 = -129880.464419
  nChanged 10
		SP:Iteration 14Q (16004.860000 sec): 3 clusters
  Score: Raw -132205.495494 + Penalty 2312.564191 = -129892.931303
  nChanged 19
		SP:Iteration 15Q (16005.010000 sec): 3 clusters
  Score: Raw -132222.581460 + Penalty 2312.564191 = -129910.017269
  nChanged 13
		SP:Iteration 16Q (16005.180000 sec): 3 clusters
  Score: Raw -132235.632296 + Penalty 2312.564191 = -129923.068105
  nChanged 9
		SP:Iteration 17Q (16005.330000 sec): 3 clusters
  Score: Raw -132243.145915 + Penalty 2312.564191 = -129930.581724
  nChanged 7
		SP:Iteration 18Q (16005.490000 sec): 3 clusters
  Score: Raw -132248.915444 + Penalty 2312.564191 = -129936.351253
  nChanged 4
		SP:Iteration 19Q (16005.660000 sec): 3 clusters
  Score: Raw -132254.336917 + Penalty 2312.564191 = -129941.772726
  nChanged 5
		SP:Iteration 20F (16005.840000 sec): 3 clusters
  Score: Raw -132259.322192 + Penalty 2312.564191 = -129946.758001
  nChanged 6
		SP:Iteration 21Q (16006.030000 sec): 3 clusters
  Score: Raw -132269.652216 + Penalty 2312.564191 = -129957.088025
  nChanged 5
		SP:Iteration 22Q (16006.200000 sec): 3 clusters
  Score: Raw -132273.173709 + Penalty 2312.564191 = -129960.609518
  nChanged 3
		SP:Iteration 23Q (16006.410000 sec): 3 clusters
  Score: Raw -132274.897655 + Penalty 2312.564191 = -129962.333464
  nChanged 3
		SP:Iteration 24Q (16006.580000 sec): 3 clusters
  Score: Raw -132278.141832 + Penalty 2312.564191 = -129965.577641
  nChanged 2
		SP:Iteration 25Q (16006.770000 sec): 3 clusters
  Score: Raw -132283.484975 + Penalty 2312.564191 = -129970.920784
  nChanged 7
		SP:Iteration 26Q (16006.970000 sec): 3 clusters
  Score: Raw -132289.371074 + Penalty 2312.564191 = -129976.806883
  nChanged 4
		SP:Iteration 27Q (16007.130000 sec): 3 clusters
  Score: Raw -132292.900247 + Penalty 2312.564191 = -129980.336056
  nChanged 4
		SP:Iteration 28Q (16007.320000 sec): 3 clusters
  Score: Raw -132296.102293 + Penalty 2312.564191 = -129983.538102
  nChanged 2
		SP:Iteration 29Q (16007.480000 sec): 3 clusters
  Score: Raw -132297.716718 + Penalty 2312.564191 = -129985.152527
  nChanged 2
		SP:Iteration 30Q (16007.660000 sec): 3 clusters
  Score: Raw -132299.893925 + Penalty 2312.564191 = -129987.329734
  nChanged 3
		SP:Iteration 31Q (16007.880000 sec): 3 clusters
  Score: Raw -132301.762336 + Penalty 2312.564191 = -129989.198145
  nChanged 4
		SP:Iteration 32Q (16008.030000 sec): 3 clusters
  Score: Raw -132305.726541 + Penalty 2312.564191 = -129993.162350
  nChanged 3
		SP:Iteration 33Q (16008.200000 sec): 3 clusters
  Score: Raw -132308.653709 + Penalty 2312.564191 = -129996.089518
  nChanged 6
		SP:Iteration 34Q (16008.420000 sec): 3 clusters
  Score: Raw -132319.273951 + Penalty 2312.564191 = -130006.709760
  nChanged 9
		SP:Iteration 35Q (16008.570000 sec): 3 clusters
  Score: Raw -132329.211592 + Penalty 2312.564191 = -130016.647401
  nChanged 6
		SP:Iteration 36Q (16008.710000 sec): 3 clusters
  Score: Raw -132334.456444 + Penalty 2312.564191 = -130021.892253
  nChanged 3
		SP:Iteration 37Q (16008.870000 sec): 3 clusters
  Score: Raw -132336.584920 + Penalty 2312.564191 = -130024.020729
  nChanged 2
		SP:Iteration 38Q (16009.110000 sec): 3 clusters
  Score: Raw -132338.016896 + Penalty 2312.564191 = -130025.452705
  nChanged 1
		SP:Iteration 39Q (16009.300000 sec): 3 clusters
  Score: Raw -132339.325096 + Penalty 2312.564191 = -130026.760905
  nChanged 1
		SP:Iteration 40F (16009.490000 sec): 3 clusters
  Score: Raw -132339.553846 + Penalty 2312.564191 = -130026.989655
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16009.620000 sec): 2 clusters
  Score: Raw -310737.765506 + Penalty 1280.323348 = -309457.442158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16009.780000 sec): 3 clusters
  Score: Raw -309525.174429 + Penalty 2560.646696 = -306964.527732
  nChanged 977
		SP:Iteration 1F (16009.990000 sec): 3 clusters
  Score: Raw -310096.983915 + Penalty 2560.646696 = -307536.337219
  nChanged 193
		SP:Iteration 2F (16010.140000 sec): 3 clusters
  Score: Raw -310221.618162 + Penalty 2560.646696 = -307660.971465
  nChanged 139
		SP:Iteration 3F (16010.320000 sec): 3 clusters
  Score: Raw -310323.984711 + Penalty 2560.646696 = -307763.338014
  nChanged 119
		SP:Iteration 4Q (16010.500000 sec): 3 clusters
  Score: Raw -310426.423080 + Penalty 2560.646696 = -307865.776384
  nChanged 104
		SP:Iteration 5Q (16010.650000 sec): 3 clusters
  Score: Raw -310508.440859 + Penalty 2560.646696 = -307947.794163
  nChanged 99
		SP:Iteration 6Q (16010.780000 sec): 3 clusters
  Score: Raw -310589.142352 + Penalty 2560.646696 = -308028.495655
  nChanged 103
		SP:Iteration 7Q (16011.020000 sec): 3 clusters
  Score: Raw -310679.003259 + Penalty 2560.646696 = -308118.356562
  nChanged 88
		SP:Iteration 8Q (16011.170000 sec): 3 clusters
  Score: Raw -310755.237973 + Penalty 2560.646696 = -308194.591276
  nChanged 76
		SP:Iteration 9Q (16011.370000 sec): 3 clusters
  Score: Raw -310819.862048 + Penalty 2560.646696 = -308259.215351
  nChanged 76
		SP:Iteration 10Q (16011.560000 sec): 3 clusters
  Score: Raw -310879.087030 + Penalty 2560.646696 = -308318.440334
  nChanged 68
		SP:Iteration 11Q (16011.740000 sec): 3 clusters
  Score: Raw -310936.471573 + Penalty 2560.646696 = -308375.824877
  nChanged 66
		SP:Iteration 12Q (16011.960000 sec): 3 clusters
  Score: Raw -311000.563137 + Penalty 2560.646696 = -308439.916441
  nChanged 66
		SP:Iteration 13Q (16012.120000 sec): 3 clusters
  Score: Raw -311066.366707 + Penalty 2560.646696 = -308505.720011
  nChanged 68
		SP:Iteration 14Q (16012.320000 sec): 3 clusters
  Score: Raw -311169.934523 + Penalty 2560.646696 = -308609.287827
  nChanged 73
		SP:Iteration 15Q (16012.520000 sec): 3 clusters
  Score: Raw -311322.764155 + Penalty 2560.646696 = -308762.117458
  nChanged 75
		SP:Iteration 16Q (16012.670000 sec): 3 clusters
  Score: Raw -311500.926147 + Penalty 2560.646696 = -308940.279450
  nChanged 79
		SP:Iteration 17Q (16012.820000 sec): 3 clusters
  Score: Raw -311679.245230 + Penalty 2560.646696 = -309118.598534
  nChanged 74
		SP:Iteration 18Q (16013.040000 sec): 3 clusters
  Score: Raw -311840.997206 + Penalty 2560.646696 = -309280.350509
  nChanged 64
		SP:Iteration 19Q (16013.220000 sec): 3 clusters
  Score: Raw -311918.267934 + Penalty 2560.646696 = -309357.621237
  nChanged 46
		SP:Iteration 20F (16013.390000 sec): 3 clusters
  Score: Raw -311956.182667 + Penalty 2560.646696 = -309395.535970
  nChanged 17
		SP:Iteration 21Q (16013.540000 sec): 3 clusters
  Score: Raw -311966.251138 + Penalty 2560.646696 = -309405.604442
  nChanged 9
		SP:Iteration 22Q (16013.730000 sec): 3 clusters
  Score: Raw -311970.121034 + Penalty 2560.646696 = -309409.474337
  nChanged 7
		SP:Iteration 23Q (16013.910000 sec): 3 clusters
  Score: Raw -311972.453181 + Penalty 2560.646696 = -309411.806484
  nChanged 1
		SP:Iteration 24Q (16014.140000 sec): 3 clusters
  Score: Raw -311972.997332 + Penalty 2560.646696 = -309412.350636
  nChanged 1
		SP:Iteration 25Q (16014.300000 sec): 3 clusters
  Score: Raw -311973.308102 + Penalty 2560.646696 = -309412.661406
  nChanged 1
		SP:Iteration 26Q (16014.460000 sec): 3 clusters
  Score: Raw -311973.470700 + Penalty 2560.646696 = -309412.824004
  nChanged 0
		SP:Iteration 27F (16014.690000 sec): 3 clusters
  Score: Raw -311973.470700 + Penalty 2560.646696 = -309412.824004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16015.070000 sec): 2 clusters
  Score: Raw -6160821.241480 + Penalty 1757.180441 = -6159064.061039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16015.500000 sec): 3 clusters
  Score: Raw -6129192.213244 + Penalty 3514.360883 = -6125677.852361
  nChanged 23387
		SP:Iteration 1F (16015.890000 sec): 3 clusters
  Score: Raw -6142401.227070 + Penalty 3514.360883 = -6138886.866188
  nChanged 1959
		SP:Iteration 2Q (16016.280000 sec): 3 clusters
  Score: Raw -6142952.634576 + Penalty 3514.360883 = -6139438.273693
  nChanged 1938
		SP:Iteration 3Q (16016.650000 sec): 3 clusters
  Score: Raw -6143574.942695 + Penalty 3514.360883 = -6140060.581812
  nChanged 2019
		SP:Iteration 4Q (16017.100000 sec): 3 clusters
  Score: Raw -6144313.965982 + Penalty 3514.360883 = -6140799.605099
  nChanged 2234
		SP:Iteration 5Q (16017.540000 sec): 3 clusters
  Score: Raw -6145259.323262 + Penalty 3514.360883 = -6141744.962380
  nChanged 2537
		SP:Iteration 6F (16017.960000 sec): 3 clusters
  Score: Raw -6146554.475105 + Penalty 3514.360883 = -6143040.114222
  nChanged 2870
		SP:Iteration 7F (16018.400000 sec): 3 clusters
  Score: Raw -6148419.249706 + Penalty 3514.360883 = -6144904.888823
  nChanged 3064
		SP:Iteration 8F (16018.810000 sec): 3 clusters
  Score: Raw -6150809.890047 + Penalty 3514.360883 = -6147295.529164
  nChanged 3037
		SP:Iteration 9F (16019.210000 sec): 3 clusters
  Score: Raw -6153442.688405 + Penalty 3514.360883 = -6149928.327522
  nChanged 2525
		SP:Iteration 10F (16019.630000 sec): 3 clusters
  Score: Raw -6155532.151865 + Penalty 3514.360883 = -6152017.790982
  nChanged 1882
		SP:Iteration 11Q (16020.070000 sec): 3 clusters
  Score: Raw -6156998.145424 + Penalty 3514.360883 = -6153483.784541
  nChanged 1308
		SP:Iteration 12Q (16020.520000 sec): 3 clusters
  Score: Raw -6157961.831330 + Penalty 3514.360883 = -6154447.470447
  nChanged 1007
		SP:Iteration 13Q (16020.920000 sec): 3 clusters
  Score: Raw -6158674.627576 + Penalty 3514.360883 = -6155160.266693
  nChanged 812
		SP:Iteration 14Q (16021.270000 sec): 3 clusters
  Score: Raw -6159191.090018 + Penalty 3514.360883 = -6155676.729135
  nChanged 667
		SP:Iteration 15Q (16021.610000 sec): 3 clusters
  Score: Raw -6159585.952509 + Penalty 3514.360883 = -6156071.591626
  nChanged 552
		SP:Iteration 16Q (16022.030000 sec): 3 clusters
  Score: Raw -6159872.858359 + Penalty 3514.360883 = -6156358.497476
  nChanged 460
		SP:Iteration 17Q (16022.390000 sec): 3 clusters
  Score: Raw -6160080.312066 + Penalty 3514.360883 = -6156565.951183
  nChanged 384
		SP:Iteration 18Q (16022.760000 sec): 3 clusters
  Score: Raw -6160244.149749 + Penalty 3514.360883 = -6156729.788866
  nChanged 353
		SP:Iteration 19Q (16023.130000 sec): 3 clusters
  Score: Raw -6160392.245997 + Penalty 3514.360883 = -6156877.885114
  nChanged 317
		SP:Iteration 20F (16023.540000 sec): 3 clusters
  Score: Raw -6160522.833597 + Penalty 3514.360883 = -6157008.472714
  nChanged 270
		SP:Iteration 21Q (16023.950000 sec): 3 clusters
  Score: Raw -6160630.964860 + Penalty 3514.360883 = -6157116.603977
  nChanged 240
		SP:Iteration 22Q (16024.300000 sec): 3 clusters
  Score: Raw -6160731.167716 + Penalty 3514.360883 = -6157216.806833
  nChanged 227
		SP:Iteration 23Q (16024.660000 sec): 3 clusters
  Score: Raw -6160816.853249 + Penalty 3514.360883 = -6157302.492366
  nChanged 184
		SP:Iteration 24Q (16025.090000 sec): 3 clusters
  Score: Raw -6160884.384814 + Penalty 3514.360883 = -6157370.023932
  nChanged 144
		SP:Iteration 25Q (16025.440000 sec): 3 clusters
  Score: Raw -6160936.047877 + Penalty 3514.360883 = -6157421.686994
  nChanged 136
		SP:Iteration 26Q (16025.810000 sec): 3 clusters
  Score: Raw -6160984.141337 + Penalty 3514.360883 = -6157469.780454
  nChanged 128
		SP:Iteration 27Q (16026.190000 sec): 3 clusters
  Score: Raw -6161029.267256 + Penalty 3514.360883 = -6157514.906374
  nChanged 106
		SP:Iteration 28Q (16026.600000 sec): 3 clusters
  Score: Raw -6161061.485254 + Penalty 3514.360883 = -6157547.124371
  nChanged 95
		SP:Iteration 29Q (16026.950000 sec): 3 clusters
  Score: Raw -6161093.905112 + Penalty 3514.360883 = -6157579.544229
  nChanged 80
		SP:Iteration 30Q (16027.310000 sec): 3 clusters
  Score: Raw -6161120.783202 + Penalty 3514.360883 = -6157606.422319
  nChanged 74
		SP:Iteration 31Q (16027.670000 sec): 3 clusters
  Score: Raw -6161143.857668 + Penalty 3514.360883 = -6157629.496785
  nChanged 69
		SP:Iteration 32Q (16028.060000 sec): 3 clusters
  Score: Raw -6161164.889131 + Penalty 3514.360883 = -6157650.528248
  nChanged 55
		SP:Iteration 33Q (16028.410000 sec): 3 clusters
  Score: Raw -6161180.660805 + Penalty 3514.360883 = -6157666.299922
  nChanged 53
		SP:Iteration 34Q (16028.750000 sec): 3 clusters
  Score: Raw -6161195.363037 + Penalty 3514.360883 = -6157681.002154
  nChanged 44
		SP:Iteration 35Q (16029.150000 sec): 3 clusters
  Score: Raw -6161207.466425 + Penalty 3514.360883 = -6157693.105542
  nChanged 36
		SP:Iteration 36Q (16029.480000 sec): 3 clusters
  Score: Raw -6161218.099128 + Penalty 3514.360883 = -6157703.738245
  nChanged 46
		SP:Iteration 37Q (16029.840000 sec): 3 clusters
  Score: Raw -6161230.506051 + Penalty 3514.360883 = -6157716.145168
  nChanged 40
		SP:Iteration 38Q (16030.200000 sec): 3 clusters
  Score: Raw -6161243.067421 + Penalty 3514.360883 = -6157728.706538
  nChanged 37
		SP:Iteration 39Q (16030.560000 sec): 3 clusters
  Score: Raw -6161254.825141 + Penalty 3514.360883 = -6157740.464258
  nChanged 29
		SP:Iteration 40F (16030.960000 sec): 3 clusters
  Score: Raw -6161262.329794 + Penalty 3514.360883 = -6157747.968911
  nChanged 21
		SP:Iteration 41Q (16031.300000 sec): 3 clusters
  Score: Raw -6161266.996286 + Penalty 3514.360883 = -6157752.635403
  nChanged 15
		SP:Iteration 42Q (16031.660000 sec): 3 clusters
  Score: Raw -6161270.304915 + Penalty 3514.360883 = -6157755.944032
  nChanged 15
		SP:Iteration 43Q (16032.040000 sec): 3 clusters
  Score: Raw -6161273.167054 + Penalty 3514.360883 = -6157758.806171
  nChanged 9
		SP:Iteration 44Q (16032.350000 sec): 3 clusters
  Score: Raw -6161275.305124 + Penalty 3514.360883 = -6157760.944241
  nChanged 12
		SP:Iteration 45Q (16032.700000 sec): 3 clusters
  Score: Raw -6161278.309117 + Penalty 3514.360883 = -6157763.948234
  nChanged 9
		SP:Iteration 46Q (16033.030000 sec): 3 clusters
  Score: Raw -6161280.101918 + Penalty 3514.360883 = -6157765.741035
  nChanged 5
		SP:Iteration 47Q (16033.400000 sec): 3 clusters
  Score: Raw -6161281.014212 + Penalty 3514.360883 = -6157766.653329
  nChanged 4
		SP:Iteration 48Q (16033.730000 sec): 3 clusters
  Score: Raw -6161281.983891 + Penalty 3514.360883 = -6157767.623008
  nChanged 2
		SP:Iteration 49Q (16034.100000 sec): 3 clusters
  Score: Raw -6161282.664915 + Penalty 3514.360883 = -6157768.304032
  nChanged 2
		SP:Iteration 50Q (16034.460000 sec): 3 clusters
  Score: Raw -6161283.404649 + Penalty 3514.360883 = -6157769.043766
  nChanged 5
		SP:Iteration 51Q (16034.790000 sec): 3 clusters
  Score: Raw -6161285.133970 + Penalty 3514.360883 = -6157770.773087
  nChanged 7
		SP:Iteration 52Q (16035.180000 sec): 3 clusters
  Score: Raw -6161286.659795 + Penalty 3514.360883 = -6157772.298912
  nChanged 7
		SP:Iteration 53Q (16035.480000 sec): 3 clusters
  Score: Raw -6161288.226427 + Penalty 3514.360883 = -6157773.865545
  nChanged 7
		SP:Iteration 54Q (16035.860000 sec): 3 clusters
  Score: Raw -6161289.793042 + Penalty 3514.360883 = -6157775.432159
  nChanged 3
		SP:Iteration 55Q (16036.240000 sec): 3 clusters
  Score: Raw -6161290.669531 + Penalty 3514.360883 = -6157776.308648
  nChanged 6
		SP:Iteration 56Q (16036.620000 sec): 3 clusters
  Score: Raw -6161291.704643 + Penalty 3514.360883 = -6157777.343760
  nChanged 7
		SP:Iteration 57Q (16036.950000 sec): 3 clusters
  Score: Raw -6161293.049325 + Penalty 3514.360883 = -6157778.688442
  nChanged 3
		SP:Iteration 58Q (16037.330000 sec): 3 clusters
  Score: Raw -6161293.950330 + Penalty 3514.360883 = -6157779.589447
  nChanged 4
		SP:Iteration 59Q (16037.660000 sec): 3 clusters
  Score: Raw -6161294.541676 + Penalty 3514.360883 = -6157780.180793
  nChanged 1
		SP:Iteration 60F (16038.060000 sec): 3 clusters
  Score: Raw -6161294.745115 + Penalty 3514.360883 = -6157780.384232
  nChanged 3
		SP:Iteration 61Q (16038.440000 sec): 3 clusters
  Score: Raw -6161295.404156 + Penalty 3514.360883 = -6157781.043273
  nChanged 4
		SP:Iteration 62Q (16038.800000 sec): 3 clusters
  Score: Raw -6161296.156377 + Penalty 3514.360883 = -6157781.795494
  nChanged 8
		SP:Iteration 63Q (16039.150000 sec): 3 clusters
  Score: Raw -6161297.590427 + Penalty 3514.360883 = -6157783.229544
  nChanged 7
		SP:Iteration 64Q (16039.510000 sec): 3 clusters
  Score: Raw -6161299.240980 + Penalty 3514.360883 = -6157784.880097
  nChanged 12
		SP:Iteration 65Q (16039.910000 sec): 3 clusters
  Score: Raw -6161301.725389 + Penalty 3514.360883 = -6157787.364506
  nChanged 8
		SP:Iteration 66Q (16040.270000 sec): 3 clusters
  Score: Raw -6161303.491679 + Penalty 3514.360883 = -6157789.130796
  nChanged 8
		SP:Iteration 67Q (16040.650000 sec): 3 clusters
  Score: Raw -6161305.091607 + Penalty 3514.360883 = -6157790.730724
  nChanged 4
		SP:Iteration 68Q (16041.000000 sec): 3 clusters
  Score: Raw -6161306.389784 + Penalty 3514.360883 = -6157792.028901
  nChanged 3
		SP:Iteration 69Q (16041.410000 sec): 3 clusters
  Score: Raw -6161307.168489 + Penalty 3514.360883 = -6157792.807607
  nChanged 4
		SP:Iteration 70Q (16041.750000 sec): 3 clusters
  Score: Raw -6161308.057027 + Penalty 3514.360883 = -6157793.696145
  nChanged 5
		SP:Iteration 71Q (16042.110000 sec): 3 clusters
  Score: Raw -6161309.471638 + Penalty 3514.360883 = -6157795.110755
  nChanged 7
		SP:Iteration 72Q (16042.390000 sec): 3 clusters
  Score: Raw -6161310.760047 + Penalty 3514.360883 = -6157796.399164
  nChanged 8
		SP:Iteration 73Q (16042.740000 sec): 3 clusters
  Score: Raw -6161312.505714 + Penalty 3514.360883 = -6157798.144831
  nChanged 3
		SP:Iteration 74Q (16043.090000 sec): 3 clusters
  Score: Raw -6161313.293175 + Penalty 3514.360883 = -6157798.932292
  nChanged 2
		SP:Iteration 75Q (16043.410000 sec): 3 clusters
  Score: Raw -6161313.835199 + Penalty 3514.360883 = -6157799.474316
  nChanged 1
		SP:Iteration 76Q (16043.740000 sec): 3 clusters
  Score: Raw -6161314.010118 + Penalty 3514.360883 = -6157799.649235
  nChanged 0
		SP:Iteration 77F (16044.100000 sec): 3 clusters
  Score: Raw -6161314.010118 + Penalty 3514.360883 = -6157799.649235
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16044.220000 sec): 2 clusters
  Score: Raw -300638.036803 + Penalty 1282.402007 = -299355.634796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16044.400000 sec): 3 clusters
  Score: Raw -299438.713435 + Penalty 2564.804014 = -296873.909421
  nChanged 980
		SP:Iteration 1F (16044.590000 sec): 3 clusters
  Score: Raw -300125.144702 + Penalty 2564.804014 = -297560.340687
  nChanged 250
		SP:Iteration 2F (16044.780000 sec): 3 clusters
  Score: Raw -300354.938509 + Penalty 2564.804014 = -297790.134495
  nChanged 178
		SP:Iteration 3F (16044.930000 sec): 3 clusters
  Score: Raw -300578.466984 + Penalty 2564.804014 = -298013.662970
  nChanged 190
		SP:Iteration 4F (16045.150000 sec): 3 clusters
  Score: Raw -300882.223255 + Penalty 2564.804014 = -298317.419241
  nChanged 190
		SP:Iteration 5F (16045.330000 sec): 3 clusters
  Score: Raw -301228.597245 + Penalty 2564.804014 = -298663.793231
  nChanged 167
		SP:Iteration 6F (16045.500000 sec): 3 clusters
  Score: Raw -301461.082080 + Penalty 2564.804014 = -298896.278065
  nChanged 103
		SP:Iteration 7Q (16045.670000 sec): 3 clusters
  Score: Raw -301564.919189 + Penalty 2564.804014 = -299000.115175
  nChanged 58
		SP:Iteration 8Q (16045.820000 sec): 3 clusters
  Score: Raw -301607.109674 + Penalty 2564.804014 = -299042.305660
  nChanged 37
		SP:Iteration 9Q (16046.010000 sec): 3 clusters
  Score: Raw -301646.921229 + Penalty 2564.804014 = -299082.117215
  nChanged 25
		SP:Iteration 10Q (16046.160000 sec): 3 clusters
  Score: Raw -301672.656563 + Penalty 2564.804014 = -299107.852548
  nChanged 23
		SP:Iteration 11Q (16046.340000 sec): 3 clusters
  Score: Raw -301699.549360 + Penalty 2564.804014 = -299134.745345
  nChanged 21
		SP:Iteration 12Q (16046.530000 sec): 3 clusters
  Score: Raw -301718.184803 + Penalty 2564.804014 = -299153.380789
  nChanged 21
		SP:Iteration 13Q (16046.700000 sec): 3 clusters
  Score: Raw -301734.980479 + Penalty 2564.804014 = -299170.176465
  nChanged 18
		SP:Iteration 14Q (16046.870000 sec): 3 clusters
  Score: Raw -301746.591717 + Penalty 2564.804014 = -299181.787703
  nChanged 12
		SP:Iteration 15Q (16047.020000 sec): 3 clusters
  Score: Raw -301752.095672 + Penalty 2564.804014 = -299187.291658
  nChanged 14
		SP:Iteration 16Q (16047.200000 sec): 3 clusters
  Score: Raw -301758.917007 + Penalty 2564.804014 = -299194.112993
  nChanged 13
		SP:Iteration 17Q (16047.390000 sec): 3 clusters
  Score: Raw -301768.480462 + Penalty 2564.804014 = -299203.676448
  nChanged 16
		SP:Iteration 18Q (16047.550000 sec): 3 clusters
  Score: Raw -301781.446319 + Penalty 2564.804014 = -299216.642304
  nChanged 20
		SP:Iteration 19Q (16047.720000 sec): 3 clusters
  Score: Raw -301796.442270 + Penalty 2564.804014 = -299231.638256
  nChanged 15
		SP:Iteration 20F (16047.850000 sec): 3 clusters
  Score: Raw -301806.633545 + Penalty 2564.804014 = -299241.829531
  nChanged 8
		SP:Iteration 21Q (16048.070000 sec): 3 clusters
  Score: Raw -301810.914225 + Penalty 2564.804014 = -299246.110211
  nChanged 5
		SP:Iteration 22Q (16048.210000 sec): 3 clusters
  Score: Raw -301813.783659 + Penalty 2564.804014 = -299248.979645
  nChanged 3
		SP:Iteration 23Q (16048.390000 sec): 3 clusters
  Score: Raw -301815.749467 + Penalty 2564.804014 = -299250.945452
  nChanged 2
		SP:Iteration 24Q (16048.600000 sec): 3 clusters
  Score: Raw -301816.573331 + Penalty 2564.804014 = -299251.769317
  nChanged 2
		SP:Iteration 25Q (16048.810000 sec): 3 clusters
  Score: Raw -301818.249504 + Penalty 2564.804014 = -299253.445490
  nChanged 3
		SP:Iteration 26Q (16048.970000 sec): 3 clusters
  Score: Raw -301819.344633 + Penalty 2564.804014 = -299254.540619
  nChanged 4
		SP:Iteration 27Q (16049.120000 sec): 3 clusters
  Score: Raw -301820.892506 + Penalty 2564.804014 = -299256.088492
  nChanged 2
		SP:Iteration 28Q (16049.300000 sec): 3 clusters
  Score: Raw -301821.372807 + Penalty 2564.804014 = -299256.568793
  nChanged 2
		SP:Iteration 29Q (16049.510000 sec): 3 clusters
  Score: Raw -301821.636984 + Penalty 2564.804014 = -299256.832970
  nChanged 0
		SP:Iteration 30F (16049.670000 sec): 3 clusters
  Score: Raw -301821.636984 + Penalty 2564.804014 = -299256.832970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16049.760000 sec): 2 clusters
  Score: Raw -25738.275982 + Penalty 887.182646 = -24851.093336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16049.940000 sec): 3 clusters
  Score: Raw -26100.550039 + Penalty 1774.365292 = -24326.184747
  nChanged 55
		SP:Iteration 1F (16050.130000 sec): 3 clusters
  Score: Raw -26266.213394 + Penalty 1774.365292 = -24491.848102
  nChanged 20
		SP:Iteration 2F (16050.280000 sec): 3 clusters
  Score: Raw -26322.980022 + Penalty 1774.365292 = -24548.614730
  nChanged 10
		SP:Iteration 3Q (16050.460000 sec): 3 clusters
  Score: Raw -26342.559534 + Penalty 1774.365292 = -24568.194242
  nChanged 5
		SP:Iteration 4Q (16050.640000 sec): 3 clusters
  Score: Raw -26353.507486 + Penalty 1774.365292 = -24579.142194
  nChanged 3
		SP:Iteration 5Q (16050.790000 sec): 3 clusters
  Score: Raw -26359.263641 + Penalty 1774.365292 = -24584.898349
  nChanged 2
		SP:Iteration 6Q (16050.990000 sec): 3 clusters
  Score: Raw -26371.439658 + Penalty 1774.365292 = -24597.074366
  nChanged 0
		SP:Iteration 7F (16051.160000 sec): 3 clusters
  Score: Raw -26371.439658 + Penalty 1774.365292 = -24597.074366
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16051.250000 sec): 2 clusters
  Score: Raw -103789.493300 + Penalty 1106.827212 = -102682.666089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16051.450000 sec): 3 clusters
  Score: Raw -103496.506739 + Penalty 2213.654423 = -101282.852316
  nChanged 272
		SP:Iteration 1F (16051.640000 sec): 3 clusters
  Score: Raw -103749.012517 + Penalty 2213.654423 = -101535.358094
  nChanged 63
		SP:Iteration 2F (16051.820000 sec): 3 clusters
  Score: Raw -103823.025326 + Penalty 2213.654423 = -101609.370903
  nChanged 44
		SP:Iteration 3Q (16051.970000 sec): 3 clusters
  Score: Raw -103871.569385 + Penalty 2213.654423 = -101657.914962
  nChanged 30
		SP:Iteration 4Q (16052.170000 sec): 3 clusters
  Score: Raw -103912.643797 + Penalty 2213.654423 = -101698.989374
  nChanged 25
		SP:Iteration 5Q (16052.330000 sec): 3 clusters
  Score: Raw -103949.768969 + Penalty 2213.654423 = -101736.114546
  nChanged 14
		SP:Iteration 6Q (16052.540000 sec): 3 clusters
  Score: Raw -103988.751682 + Penalty 2213.654423 = -101775.097259
  nChanged 19
		SP:Iteration 7Q (16052.690000 sec): 3 clusters
  Score: Raw -104023.258629 + Penalty 2213.654423 = -101809.604206
  nChanged 20
		SP:Iteration 8Q (16052.890000 sec): 3 clusters
  Score: Raw -104053.746455 + Penalty 2213.654423 = -101840.092032
  nChanged 19
		SP:Iteration 9Q (16053.040000 sec): 3 clusters
  Score: Raw -104089.577491 + Penalty 2213.654423 = -101875.923068
  nChanged 13
		SP:Iteration 10Q (16053.190000 sec): 3 clusters
  Score: Raw -104108.825375 + Penalty 2213.654423 = -101895.170952
  nChanged 9
		SP:Iteration 11Q (16053.420000 sec): 3 clusters
  Score: Raw -104115.950975 + Penalty 2213.654423 = -101902.296551
  nChanged 5
		SP:Iteration 12Q (16053.590000 sec): 3 clusters
  Score: Raw -104120.957997 + Penalty 2213.654423 = -101907.303574
  nChanged 1
		SP:Iteration 13Q (16053.800000 sec): 3 clusters
  Score: Raw -104121.755286 + Penalty 2213.654423 = -101908.100863
  nChanged 0
		SP:Iteration 14F (16053.960000 sec): 3 clusters
  Score: Raw -104121.755286 + Penalty 2213.654423 = -101908.100863
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16054.130000 sec): 2 clusters
  Score: Raw -997761.213694 + Penalty 1461.007481 = -996300.206213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16054.340000 sec): 3 clusters
  Score: Raw -993317.786022 + Penalty 2922.014962 = -990395.771061
  nChanged 3381
		SP:Iteration 1F (16054.610000 sec): 3 clusters
  Score: Raw -995179.211465 + Penalty 2922.014962 = -992257.196503
  nChanged 585
		SP:Iteration 2F (16054.830000 sec): 3 clusters
  Score: Raw -995565.463208 + Penalty 2922.014962 = -992643.448246
  nChanged 562
		SP:Iteration 3F (16055.020000 sec): 3 clusters
  Score: Raw -995986.782674 + Penalty 2922.014962 = -993064.767712
  nChanged 557
		SP:Iteration 4F (16055.260000 sec): 3 clusters
  Score: Raw -996428.503661 + Penalty 2922.014962 = -993506.488700
  nChanged 507
		SP:Iteration 5F (16055.450000 sec): 3 clusters
  Score: Raw -996861.890805 + Penalty 2922.014962 = -993939.875844
  nChanged 518
		SP:Iteration 6F (16055.660000 sec): 3 clusters
  Score: Raw -997344.178053 + Penalty 2922.014962 = -994422.163092
  nChanged 451
		SP:Iteration 7F (16055.870000 sec): 3 clusters
  Score: Raw -997781.821569 + Penalty 2922.014962 = -994859.806608
  nChanged 361
		SP:Iteration 8Q (16056.090000 sec): 3 clusters
  Score: Raw -998148.348160 + Penalty 2922.014962 = -995226.333198
  nChanged 267
		SP:Iteration 9Q (16056.330000 sec): 3 clusters
  Score: Raw -998374.718830 + Penalty 2922.014962 = -995452.703868
  nChanged 163
		SP:Iteration 10Q (16056.540000 sec): 3 clusters
  Score: Raw -998545.940211 + Penalty 2922.014962 = -995623.925249
  nChanged 127
		SP:Iteration 11Q (16056.760000 sec): 3 clusters
  Score: Raw -998656.325859 + Penalty 2922.014962 = -995734.310898
  nChanged 89
		SP:Iteration 12Q (16057.000000 sec): 3 clusters
  Score: Raw -998722.552398 + Penalty 2922.014962 = -995800.537437
  nChanged 64
		SP:Iteration 13Q (16057.210000 sec): 3 clusters
  Score: Raw -998766.427326 + Penalty 2922.014962 = -995844.412365
  nChanged 53
		SP:Iteration 14Q (16057.450000 sec): 3 clusters
  Score: Raw -998803.140898 + Penalty 2922.014962 = -995881.125937
  nChanged 40
		SP:Iteration 15Q (16057.640000 sec): 3 clusters
  Score: Raw -998824.604186 + Penalty 2922.014962 = -995902.589224
  nChanged 32
		SP:Iteration 16Q (16057.840000 sec): 3 clusters
  Score: Raw -998842.639343 + Penalty 2922.014962 = -995920.624381
  nChanged 33
		SP:Iteration 17Q (16058.050000 sec): 3 clusters
  Score: Raw -998861.181827 + Penalty 2922.014962 = -995939.166866
  nChanged 31
		SP:Iteration 18Q (16058.240000 sec): 3 clusters
  Score: Raw -998871.723174 + Penalty 2922.014962 = -995949.708212
  nChanged 20
		SP:Iteration 19Q (16058.470000 sec): 3 clusters
  Score: Raw -998877.492545 + Penalty 2922.014962 = -995955.477584
  nChanged 15
		SP:Iteration 20F (16058.660000 sec): 3 clusters
  Score: Raw -998881.383963 + Penalty 2922.014962 = -995959.369001
  nChanged 7
		SP:Iteration 21Q (16058.870000 sec): 3 clusters
  Score: Raw -998882.434090 + Penalty 2922.014962 = -995960.419128
  nChanged 9
		SP:Iteration 22Q (16059.070000 sec): 3 clusters
  Score: Raw -998884.507527 + Penalty 2922.014962 = -995962.492566
  nChanged 6
		SP:Iteration 23Q (16059.280000 sec): 3 clusters
  Score: Raw -998885.674228 + Penalty 2922.014962 = -995963.659266
  nChanged 2
		SP:Iteration 24Q (16059.490000 sec): 3 clusters
  Score: Raw -998885.880505 + Penalty 2922.014962 = -995963.865543
  nChanged 4
		SP:Iteration 25Q (16059.700000 sec): 3 clusters
  Score: Raw -998886.642829 + Penalty 2922.014962 = -995964.627867
  nChanged 4
		SP:Iteration 26Q (16059.920000 sec): 3 clusters
  Score: Raw -998887.290615 + Penalty 2922.014962 = -995965.275653
  nChanged 2
		SP:Iteration 27Q (16060.090000 sec): 3 clusters
  Score: Raw -998887.724570 + Penalty 2922.014962 = -995965.709608
  nChanged 0
		SP:Iteration 28F (16060.300000 sec): 3 clusters
  Score: Raw -998887.724570 + Penalty 2922.014962 = -995965.709608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16060.410000 sec): 2 clusters
  Score: Raw -876507.704736 + Penalty 1440.337561 = -875067.367176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16060.630000 sec): 3 clusters
  Score: Raw -872626.753684 + Penalty 2880.675122 = -869746.078563
  nChanged 2999
		SP:Iteration 1F (16060.870000 sec): 3 clusters
  Score: Raw -874425.595068 + Penalty 2880.675122 = -871544.919946
  nChanged 532
		SP:Iteration 2F (16061.080000 sec): 3 clusters
  Score: Raw -874721.141272 + Penalty 2880.675122 = -871840.466150
  nChanged 421
		SP:Iteration 3F (16061.300000 sec): 3 clusters
  Score: Raw -874960.436827 + Penalty 2880.675122 = -872079.761705
  nChanged 382
		SP:Iteration 4F (16061.470000 sec): 3 clusters
  Score: Raw -875186.591804 + Penalty 2880.675122 = -872305.916682
  nChanged 335
		SP:Iteration 5Q (16061.690000 sec): 3 clusters
  Score: Raw -875405.886726 + Penalty 2880.675122 = -872525.211604
  nChanged 307
		SP:Iteration 6Q (16061.870000 sec): 3 clusters
  Score: Raw -875629.581204 + Penalty 2880.675122 = -872748.906083
  nChanged 316
		SP:Iteration 7Q (16062.080000 sec): 3 clusters
  Score: Raw -875848.403820 + Penalty 2880.675122 = -872967.728698
  nChanged 281
		SP:Iteration 8Q (16062.290000 sec): 3 clusters
  Score: Raw -876059.774635 + Penalty 2880.675122 = -873179.099514
  nChanged 264
		SP:Iteration 9Q (16062.510000 sec): 3 clusters
  Score: Raw -876233.930673 + Penalty 2880.675122 = -873353.255551
  nChanged 205
		SP:Iteration 10Q (16062.690000 sec): 3 clusters
  Score: Raw -876344.186427 + Penalty 2880.675122 = -873463.511305
  nChanged 151
		SP:Iteration 11Q (16062.890000 sec): 3 clusters
  Score: Raw -876414.919184 + Penalty 2880.675122 = -873534.244063
  nChanged 115
		SP:Iteration 12Q (16063.110000 sec): 3 clusters
  Score: Raw -876457.086585 + Penalty 2880.675122 = -873576.411463
  nChanged 81
		SP:Iteration 13Q (16063.340000 sec): 3 clusters
  Score: Raw -876481.825883 + Penalty 2880.675122 = -873601.150761
  nChanged 54
		SP:Iteration 14Q (16063.500000 sec): 3 clusters
  Score: Raw -876502.445345 + Penalty 2880.675122 = -873621.770224
  nChanged 55
		SP:Iteration 15Q (16063.750000 sec): 3 clusters
  Score: Raw -876519.119313 + Penalty 2880.675122 = -873638.444192
  nChanged 48
		SP:Iteration 16Q (16063.930000 sec): 3 clusters
  Score: Raw -876529.828554 + Penalty 2880.675122 = -873649.153432
  nChanged 36
		SP:Iteration 17Q (16064.140000 sec): 3 clusters
  Score: Raw -876540.924021 + Penalty 2880.675122 = -873660.248899
  nChanged 50
		SP:Iteration 18Q (16064.370000 sec): 3 clusters
  Score: Raw -876555.438003 + Penalty 2880.675122 = -873674.762881
  nChanged 44
		SP:Iteration 19Q (16064.590000 sec): 3 clusters
  Score: Raw -876568.723786 + Penalty 2880.675122 = -873688.048664
  nChanged 30
		SP:Iteration 20F (16064.780000 sec): 3 clusters
  Score: Raw -876575.030907 + Penalty 2880.675122 = -873694.355786
  nChanged 30
		SP:Iteration 21Q (16065.030000 sec): 3 clusters
  Score: Raw -876580.373714 + Penalty 2880.675122 = -873699.698592
  nChanged 18
		SP:Iteration 22Q (16065.240000 sec): 3 clusters
  Score: Raw -876583.144825 + Penalty 2880.675122 = -873702.469704
  nChanged 18
		SP:Iteration 23Q (16065.440000 sec): 3 clusters
  Score: Raw -876585.595108 + Penalty 2880.675122 = -873704.919986
  nChanged 16
		SP:Iteration 24Q (16065.650000 sec): 3 clusters
  Score: Raw -876588.986543 + Penalty 2880.675122 = -873708.311422
  nChanged 17
		SP:Iteration 25Q (16065.880000 sec): 3 clusters
  Score: Raw -876591.696529 + Penalty 2880.675122 = -873711.021407
  nChanged 16
		SP:Iteration 26Q (16066.060000 sec): 3 clusters
  Score: Raw -876594.672197 + Penalty 2880.675122 = -873713.997075
  nChanged 12
		SP:Iteration 27Q (16066.310000 sec): 3 clusters
  Score: Raw -876597.651043 + Penalty 2880.675122 = -873716.975922
  nChanged 15
		SP:Iteration 28Q (16066.500000 sec): 3 clusters
  Score: Raw -876600.283050 + Penalty 2880.675122 = -873719.607929
  nChanged 16
		SP:Iteration 29Q (16066.680000 sec): 3 clusters
  Score: Raw -876603.669041 + Penalty 2880.675122 = -873722.993919
  nChanged 19
		SP:Iteration 30Q (16066.870000 sec): 3 clusters
  Score: Raw -876607.222244 + Penalty 2880.675122 = -873726.547122
  nChanged 18
		SP:Iteration 31Q (16067.050000 sec): 3 clusters
  Score: Raw -876611.009568 + Penalty 2880.675122 = -873730.334447
  nChanged 17
		SP:Iteration 32Q (16067.290000 sec): 3 clusters
  Score: Raw -876615.123533 + Penalty 2880.675122 = -873734.448412
  nChanged 20
		SP:Iteration 33Q (16067.460000 sec): 3 clusters
  Score: Raw -876618.216796 + Penalty 2880.675122 = -873737.541674
  nChanged 15
		SP:Iteration 34Q (16067.670000 sec): 3 clusters
  Score: Raw -876619.841245 + Penalty 2880.675122 = -873739.166123
  nChanged 7
		SP:Iteration 35Q (16067.850000 sec): 3 clusters
  Score: Raw -876620.776786 + Penalty 2880.675122 = -873740.101664
  nChanged 8
		SP:Iteration 36Q (16068.020000 sec): 3 clusters
  Score: Raw -876622.267030 + Penalty 2880.675122 = -873741.591908
  nChanged 17
		SP:Iteration 37Q (16068.250000 sec): 3 clusters
  Score: Raw -876625.719122 + Penalty 2880.675122 = -873745.044000
  nChanged 16
		SP:Iteration 38Q (16068.440000 sec): 3 clusters
  Score: Raw -876628.176687 + Penalty 2880.675122 = -873747.501565
  nChanged 14
		SP:Iteration 39Q (16068.650000 sec): 3 clusters
  Score: Raw -876630.209045 + Penalty 2880.675122 = -873749.533923
  nChanged 6
		SP:Iteration 40F (16068.840000 sec): 3 clusters
  Score: Raw -876630.897884 + Penalty 2880.675122 = -873750.222762
  nChanged 5
		SP:Iteration 41Q (16069.080000 sec): 3 clusters
  Score: Raw -876631.641533 + Penalty 2880.675122 = -873750.966411
  nChanged 5
		SP:Iteration 42Q (16069.260000 sec): 3 clusters
  Score: Raw -876632.422479 + Penalty 2880.675122 = -873751.747357
  nChanged 6
		SP:Iteration 43Q (16069.480000 sec): 3 clusters
  Score: Raw -876633.267255 + Penalty 2880.675122 = -873752.592133
  nChanged 6
		SP:Iteration 44Q (16069.660000 sec): 3 clusters
  Score: Raw -876633.998342 + Penalty 2880.675122 = -873753.323220
  nChanged 5
		SP:Iteration 45Q (16069.880000 sec): 3 clusters
  Score: Raw -876634.727733 + Penalty 2880.675122 = -873754.052612
  nChanged 10
		SP:Iteration 46Q (16070.080000 sec): 3 clusters
  Score: Raw -876636.208568 + Penalty 2880.675122 = -873755.533446
  nChanged 8
		SP:Iteration 47Q (16070.260000 sec): 3 clusters
  Score: Raw -876637.258998 + Penalty 2880.675122 = -873756.583876
  nChanged 5
		SP:Iteration 48Q (16070.450000 sec): 3 clusters
  Score: Raw -876637.986599 + Penalty 2880.675122 = -873757.311477
  nChanged 5
		SP:Iteration 49Q (16070.640000 sec): 3 clusters
  Score: Raw -876638.529986 + Penalty 2880.675122 = -873757.854865
  nChanged 7
		SP:Iteration 50Q (16070.840000 sec): 3 clusters
  Score: Raw -876639.519742 + Penalty 2880.675122 = -873758.844620
  nChanged 10
		SP:Iteration 51Q (16071.060000 sec): 3 clusters
  Score: Raw -876640.720899 + Penalty 2880.675122 = -873760.045778
  nChanged 5
		SP:Iteration 52Q (16071.210000 sec): 3 clusters
  Score: Raw -876641.435340 + Penalty 2880.675122 = -873760.760218
  nChanged 2
		SP:Iteration 53Q (16071.390000 sec): 3 clusters
  Score: Raw -876641.593235 + Penalty 2880.675122 = -873760.918113
  nChanged 1
		SP:Iteration 54Q (16071.600000 sec): 3 clusters
  Score: Raw -876641.691130 + Penalty 2880.675122 = -873761.016008
  nChanged 3
		SP:Iteration 55Q (16071.780000 sec): 3 clusters
  Score: Raw -876641.956473 + Penalty 2880.675122 = -873761.281352
  nChanged 1
		SP:Iteration 56Q (16072.010000 sec): 3 clusters
  Score: Raw -876642.034299 + Penalty 2880.675122 = -873761.359177
  nChanged 1
		SP:Iteration 57Q (16072.220000 sec): 3 clusters
  Score: Raw -876642.076493 + Penalty 2880.675122 = -873761.401372
  nChanged 1
		SP:Iteration 58Q (16072.420000 sec): 3 clusters
  Score: Raw -876642.186773 + Penalty 2880.675122 = -873761.511652
  nChanged 1
		SP:Iteration 59Q (16072.630000 sec): 3 clusters
  Score: Raw -876642.302093 + Penalty 2880.675122 = -873761.626972
  nChanged 1
		SP:Iteration 60F (16072.800000 sec): 3 clusters
  Score: Raw -876642.341106 + Penalty 2880.675122 = -873761.665984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16072.910000 sec): 2 clusters
  Score: Raw -137156.747337 + Penalty 1160.580943 = -135996.166394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16073.140000 sec): 3 clusters
  Score: Raw -136681.023164 + Penalty 2321.161887 = -134359.861277
  nChanged 417
		SP:Iteration 1F (16073.290000 sec): 3 clusters
  Score: Raw -137067.828798 + Penalty 2321.161887 = -134746.666911
  nChanged 120
		SP:Iteration 2F (16073.470000 sec): 3 clusters
  Score: Raw -137240.229005 + Penalty 2321.161887 = -134919.067118
  nChanged 78
		SP:Iteration 3F (16073.690000 sec): 3 clusters
  Score: Raw -137355.988635 + Penalty 2321.161887 = -135034.826748
  nChanged 67
		SP:Iteration 4F (16073.860000 sec): 3 clusters
  Score: Raw -137428.544615 + Penalty 2321.161887 = -135107.382728
  nChanged 41
		SP:Iteration 5Q (16074.010000 sec): 3 clusters
  Score: Raw -137489.897779 + Penalty 2321.161887 = -135168.735892
  nChanged 46
		SP:Iteration 6Q (16074.160000 sec): 3 clusters
  Score: Raw -137545.161180 + Penalty 2321.161887 = -135223.999294
  nChanged 39
		SP:Iteration 7Q (16074.310000 sec): 3 clusters
  Score: Raw -137599.628302 + Penalty 2321.161887 = -135278.466415
  nChanged 28
		SP:Iteration 8Q (16074.490000 sec): 3 clusters
  Score: Raw -137626.535758 + Penalty 2321.161887 = -135305.373872
  nChanged 22
		SP:Iteration 9Q (16074.690000 sec): 3 clusters
  Score: Raw -137652.448301 + Penalty 2321.161887 = -135331.286414
  nChanged 28
		SP:Iteration 10Q (16074.920000 sec): 3 clusters
  Score: Raw -137680.111642 + Penalty 2321.161887 = -135358.949756
  nChanged 21
		SP:Iteration 11Q (16075.080000 sec): 3 clusters
  Score: Raw -137696.978920 + Penalty 2321.161887 = -135375.817033
  nChanged 11
		SP:Iteration 12Q (16075.270000 sec): 3 clusters
  Score: Raw -137706.430396 + Penalty 2321.161887 = -135385.268509
  nChanged 3
		SP:Iteration 13Q (16075.480000 sec): 3 clusters
  Score: Raw -137713.253971 + Penalty 2321.161887 = -135392.092084
  nChanged 9
		SP:Iteration 14Q (16075.640000 sec): 3 clusters
  Score: Raw -137722.399215 + Penalty 2321.161887 = -135401.237328
  nChanged 7
		SP:Iteration 15Q (16075.860000 sec): 3 clusters
  Score: Raw -137727.197362 + Penalty 2321.161887 = -135406.035475
  nChanged 4
		SP:Iteration 16Q (16076.060000 sec): 3 clusters
  Score: Raw -137731.000171 + Penalty 2321.161887 = -135409.838284
  nChanged 5
		SP:Iteration 17Q (16076.230000 sec): 3 clusters
  Score: Raw -137734.907343 + Penalty 2321.161887 = -135413.745456
  nChanged 5
		SP:Iteration 18Q (16076.390000 sec): 3 clusters
  Score: Raw -137737.799919 + Penalty 2321.161887 = -135416.638032
  nChanged 1
		SP:Iteration 19Q (16076.570000 sec): 3 clusters
  Score: Raw -137738.291093 + Penalty 2321.161887 = -135417.129207
  nChanged 1
		SP:Iteration 20F (16076.750000 sec): 3 clusters
  Score: Raw -137738.903476 + Penalty 2321.161887 = -135417.741590
  nChanged 1
		SP:Iteration 21Q (16076.900000 sec): 3 clusters
  Score: Raw -137741.168148 + Penalty 2321.161887 = -135420.006262
  nChanged 0
		SP:Iteration 22F (16077.060000 sec): 3 clusters
  Score: Raw -137741.168148 + Penalty 2321.161887 = -135420.006262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16077.160000 sec): 2 clusters
  Score: Raw -143199.255873 + Penalty 1153.082648 = -142046.173225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16077.320000 sec): 3 clusters
  Score: Raw -142807.897066 + Penalty 2306.165297 = -140501.731769
  nChanged 382
		SP:Iteration 1F (16077.500000 sec): 3 clusters
  Score: Raw -143117.588563 + Penalty 2306.165297 = -140811.423266
  nChanged 95
		SP:Iteration 2F (16077.690000 sec): 3 clusters
  Score: Raw -143232.591185 + Penalty 2306.165297 = -140926.425888
  nChanged 74
		SP:Iteration 3F (16077.850000 sec): 3 clusters
  Score: Raw -143343.061659 + Penalty 2306.165297 = -141036.896363
  nChanged 81
		SP:Iteration 4F (16078.070000 sec): 3 clusters
  Score: Raw -143487.497108 + Penalty 2306.165297 = -141181.331811
  nChanged 60
		SP:Iteration 5Q (16078.220000 sec): 3 clusters
  Score: Raw -143577.822214 + Penalty 2306.165297 = -141271.656917
  nChanged 47
		SP:Iteration 6Q (16078.450000 sec): 3 clusters
  Score: Raw -143641.359974 + Penalty 2306.165297 = -141335.194677
  nChanged 31
		SP:Iteration 7Q (16078.610000 sec): 3 clusters
  Score: Raw -143694.457942 + Penalty 2306.165297 = -141388.292645
  nChanged 29
		SP:Iteration 8Q (16078.770000 sec): 3 clusters
  Score: Raw -143737.373908 + Penalty 2306.165297 = -141431.208611
  nChanged 20
		SP:Iteration 9Q (16078.990000 sec): 3 clusters
  Score: Raw -143756.259662 + Penalty 2306.165297 = -141450.094365
  nChanged 9
		SP:Iteration 10Q (16079.150000 sec): 3 clusters
  Score: Raw -143763.851532 + Penalty 2306.165297 = -141457.686235
  nChanged 6
		SP:Iteration 11Q (16079.330000 sec): 3 clusters
  Score: Raw -143769.457000 + Penalty 2306.165297 = -141463.291703
  nChanged 3
		SP:Iteration 12Q (16079.510000 sec): 3 clusters
  Score: Raw -143773.568030 + Penalty 2306.165297 = -141467.402734
  nChanged 3
		SP:Iteration 13Q (16079.680000 sec): 3 clusters
  Score: Raw -143776.862732 + Penalty 2306.165297 = -141470.697435
  nChanged 2
		SP:Iteration 14Q (16079.850000 sec): 3 clusters
  Score: Raw -143778.336870 + Penalty 2306.165297 = -141472.171573
  nChanged 0
		SP:Iteration 15F (16080.030000 sec): 3 clusters
  Score: Raw -143778.336870 + Penalty 2306.165297 = -141472.171573
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16080.110000 sec): 2 clusters
  Score: Raw -301266.925115 + Penalty 1291.784718 = -299975.140397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16080.300000 sec): 3 clusters
  Score: Raw -299923.418256 + Penalty 2583.569437 = -297339.848820
  nChanged 1085
		SP:Iteration 1F (16080.480000 sec): 3 clusters
  Score: Raw -300620.206742 + Penalty 2583.569437 = -298036.637306
  nChanged 260
		SP:Iteration 2F (16080.630000 sec): 3 clusters
  Score: Raw -300826.429683 + Penalty 2583.569437 = -298242.860246
  nChanged 195
		SP:Iteration 3F (16080.840000 sec): 3 clusters
  Score: Raw -301001.362327 + Penalty 2583.569437 = -298417.792891
  nChanged 160
		SP:Iteration 4F (16080.990000 sec): 3 clusters
  Score: Raw -301171.121275 + Penalty 2583.569437 = -298587.551839
  nChanged 149
		SP:Iteration 5F (16081.200000 sec): 3 clusters
  Score: Raw -301326.232650 + Penalty 2583.569437 = -298742.663213
  nChanged 136
		SP:Iteration 6Q (16081.390000 sec): 3 clusters
  Score: Raw -301447.413989 + Penalty 2583.569437 = -298863.844552
  nChanged 109
		SP:Iteration 7Q (16081.580000 sec): 3 clusters
  Score: Raw -301535.167619 + Penalty 2583.569437 = -298951.598183
  nChanged 91
		SP:Iteration 8Q (16081.740000 sec): 3 clusters
  Score: Raw -301599.536746 + Penalty 2583.569437 = -299015.967309
  nChanged 68
		SP:Iteration 9Q (16081.920000 sec): 3 clusters
  Score: Raw -301648.050901 + Penalty 2583.569437 = -299064.481465
  nChanged 58
		SP:Iteration 10Q (16082.100000 sec): 3 clusters
  Score: Raw -301686.983789 + Penalty 2583.569437 = -299103.414353
  nChanged 60
		SP:Iteration 11Q (16082.250000 sec): 3 clusters
  Score: Raw -301724.504563 + Penalty 2583.569437 = -299140.935126
  nChanged 50
		SP:Iteration 12Q (16082.450000 sec): 3 clusters
  Score: Raw -301755.616469 + Penalty 2583.569437 = -299172.047033
  nChanged 36
		SP:Iteration 13Q (16082.630000 sec): 3 clusters
  Score: Raw -301773.501513 + Penalty 2583.569437 = -299189.932076
  nChanged 27
		SP:Iteration 14Q (16082.810000 sec): 3 clusters
  Score: Raw -301789.888902 + Penalty 2583.569437 = -299206.319466
  nChanged 26
		SP:Iteration 15Q (16082.960000 sec): 3 clusters
  Score: Raw -301804.176865 + Penalty 2583.569437 = -299220.607428
  nChanged 26
		SP:Iteration 16Q (16083.100000 sec): 3 clusters
  Score: Raw -301826.273491 + Penalty 2583.569437 = -299242.704054
  nChanged 41
		SP:Iteration 17Q (16083.270000 sec): 3 clusters
  Score: Raw -301861.506547 + Penalty 2583.569437 = -299277.937110
  nChanged 42
		SP:Iteration 18Q (16083.480000 sec): 3 clusters
  Score: Raw -301885.556623 + Penalty 2583.569437 = -299301.987187
  nChanged 28
		SP:Iteration 19Q (16083.610000 sec): 3 clusters
  Score: Raw -301897.820130 + Penalty 2583.569437 = -299314.250694
  nChanged 21
		SP:Iteration 20F (16083.770000 sec): 3 clusters
  Score: Raw -301907.463141 + Penalty 2583.569437 = -299323.893705
  nChanged 15
		SP:Iteration 21Q (16083.930000 sec): 3 clusters
  Score: Raw -301918.682478 + Penalty 2583.569437 = -299335.113041
  nChanged 23
		SP:Iteration 22Q (16084.130000 sec): 3 clusters
  Score: Raw -301929.261834 + Penalty 2583.569437 = -299345.692397
  nChanged 23
		SP:Iteration 23Q (16084.300000 sec): 3 clusters
  Score: Raw -301937.860982 + Penalty 2583.569437 = -299354.291545
  nChanged 24
		SP:Iteration 24Q (16084.480000 sec): 3 clusters
  Score: Raw -301950.323122 + Penalty 2583.569437 = -299366.753686
  nChanged 22
		SP:Iteration 25Q (16084.680000 sec): 3 clusters
  Score: Raw -301960.504761 + Penalty 2583.569437 = -299376.935325
  nChanged 25
		SP:Iteration 26Q (16084.850000 sec): 3 clusters
  Score: Raw -301970.598472 + Penalty 2583.569437 = -299387.029035
  nChanged 21
		SP:Iteration 27Q (16085.050000 sec): 3 clusters
  Score: Raw -301979.036533 + Penalty 2583.569437 = -299395.467097
  nChanged 19
		SP:Iteration 28Q (16085.220000 sec): 3 clusters
  Score: Raw -301986.389080 + Penalty 2583.569437 = -299402.819643
  nChanged 14
		SP:Iteration 29Q (16085.410000 sec): 3 clusters
  Score: Raw -301991.330736 + Penalty 2583.569437 = -299407.761299
  nChanged 13
		SP:Iteration 30Q (16085.600000 sec): 3 clusters
  Score: Raw -301995.133942 + Penalty 2583.569437 = -299411.564506
  nChanged 12
		SP:Iteration 31Q (16085.770000 sec): 3 clusters
  Score: Raw -301999.920298 + Penalty 2583.569437 = -299416.350861
  nChanged 13
		SP:Iteration 32Q (16085.920000 sec): 3 clusters
  Score: Raw -302005.280991 + Penalty 2583.569437 = -299421.711555
  nChanged 12
		SP:Iteration 33Q (16086.140000 sec): 3 clusters
  Score: Raw -302010.294023 + Penalty 2583.569437 = -299426.724587
  nChanged 11
		SP:Iteration 34Q (16086.320000 sec): 3 clusters
  Score: Raw -302015.525054 + Penalty 2583.569437 = -299431.955617
  nChanged 8
		SP:Iteration 35Q (16086.480000 sec): 3 clusters
  Score: Raw -302017.829092 + Penalty 2583.569437 = -299434.259656
  nChanged 6
		SP:Iteration 36Q (16086.660000 sec): 3 clusters
  Score: Raw -302020.862328 + Penalty 2583.569437 = -299437.292892
  nChanged 3
		SP:Iteration 37Q (16086.840000 sec): 3 clusters
  Score: Raw -302021.724257 + Penalty 2583.569437 = -299438.154820
  nChanged 2
		SP:Iteration 38Q (16087.010000 sec): 3 clusters
  Score: Raw -302021.965519 + Penalty 2583.569437 = -299438.396083
  nChanged 2
		SP:Iteration 39Q (16087.180000 sec): 3 clusters
  Score: Raw -302022.567091 + Penalty 2583.569437 = -299438.997654
  nChanged 4
		SP:Iteration 40F (16087.370000 sec): 3 clusters
  Score: Raw -302023.744347 + Penalty 2583.569437 = -299440.174911
  nChanged 4
		SP:Iteration 41Q (16087.550000 sec): 3 clusters
  Score: Raw -302025.110416 + Penalty 2583.569437 = -299441.540980
  nChanged 5
		SP:Iteration 42Q (16087.710000 sec): 3 clusters
  Score: Raw -302026.443396 + Penalty 2583.569437 = -299442.873960
  nChanged 1
		SP:Iteration 43Q (16087.930000 sec): 3 clusters
  Score: Raw -302026.666451 + Penalty 2583.569437 = -299443.097015
  nChanged 0
		SP:Iteration 44F (16088.140000 sec): 3 clusters
  Score: Raw -302026.666451 + Penalty 2583.569437 = -299443.097015
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16088.230000 sec): 2 clusters
  Score: Raw -152380.390703 + Penalty 1164.141336 = -151216.249367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16088.380000 sec): 3 clusters
  Score: Raw -151895.549442 + Penalty 2328.282672 = -149567.266770
  nChanged 441
		SP:Iteration 1F (16088.540000 sec): 3 clusters
  Score: Raw -152236.770320 + Penalty 2328.282672 = -149908.487647
  nChanged 109
		SP:Iteration 2F (16088.720000 sec): 3 clusters
  Score: Raw -152348.470442 + Penalty 2328.282672 = -150020.187770
  nChanged 71
		SP:Iteration 3F (16088.860000 sec): 3 clusters
  Score: Raw -152421.530409 + Penalty 2328.282672 = -150093.247737
  nChanged 52
		SP:Iteration 4Q (16089.040000 sec): 3 clusters
  Score: Raw -152466.629248 + Penalty 2328.282672 = -150138.346576
  nChanged 37
		SP:Iteration 5Q (16089.190000 sec): 3 clusters
  Score: Raw -152504.451920 + Penalty 2328.282672 = -150176.169247
  nChanged 34
		SP:Iteration 6Q (16089.380000 sec): 3 clusters
  Score: Raw -152545.504508 + Penalty 2328.282672 = -150217.221835
  nChanged 30
		SP:Iteration 7Q (16089.570000 sec): 3 clusters
  Score: Raw -152569.235890 + Penalty 2328.282672 = -150240.953217
  nChanged 29
		SP:Iteration 8Q (16089.760000 sec): 3 clusters
  Score: Raw -152593.349451 + Penalty 2328.282672 = -150265.066778
  nChanged 33
		SP:Iteration 9Q (16089.940000 sec): 3 clusters
  Score: Raw -152625.906044 + Penalty 2328.282672 = -150297.623372
  nChanged 41
		SP:Iteration 10Q (16090.120000 sec): 3 clusters
  Score: Raw -152678.495530 + Penalty 2328.282672 = -150350.212858
  nChanged 33
		SP:Iteration 11Q (16090.330000 sec): 3 clusters
  Score: Raw -152728.079037 + Penalty 2328.282672 = -150399.796364
  nChanged 38
		SP:Iteration 12Q (16090.480000 sec): 3 clusters
  Score: Raw -152770.065259 + Penalty 2328.282672 = -150441.782586
  nChanged 34
		SP:Iteration 13Q (16090.640000 sec): 3 clusters
  Score: Raw -152820.189787 + Penalty 2328.282672 = -150491.907115
  nChanged 32
		SP:Iteration 14Q (16090.830000 sec): 3 clusters
  Score: Raw -152866.470110 + Penalty 2328.282672 = -150538.187438
  nChanged 26
		SP:Iteration 15Q (16090.980000 sec): 3 clusters
  Score: Raw -152895.686865 + Penalty 2328.282672 = -150567.404193
  nChanged 21
		SP:Iteration 16Q (16091.140000 sec): 3 clusters
  Score: Raw -152921.304932 + Penalty 2328.282672 = -150593.022259
  nChanged 15
		SP:Iteration 17Q (16091.370000 sec): 3 clusters
  Score: Raw -152942.760870 + Penalty 2328.282672 = -150614.478198
  nChanged 8
		SP:Iteration 18Q (16091.540000 sec): 3 clusters
  Score: Raw -152953.296642 + Penalty 2328.282672 = -150625.013970
  nChanged 15
		SP:Iteration 19Q (16091.710000 sec): 3 clusters
  Score: Raw -152967.490353 + Penalty 2328.282672 = -150639.207681
  nChanged 13
		SP:Iteration 20F (16091.890000 sec): 3 clusters
  Score: Raw -153003.389186 + Penalty 2328.282672 = -150675.106514
  nChanged 16
		SP:Iteration 21Q (16092.050000 sec): 3 clusters
  Score: Raw -153060.825019 + Penalty 2328.282672 = -150732.542347
  nChanged 16
		SP:Iteration 22Q (16092.200000 sec): 3 clusters
  Score: Raw -153097.687001 + Penalty 2328.282672 = -150769.404328
  nChanged 16
		SP:Iteration 23Q (16092.370000 sec): 3 clusters
  Score: Raw -153128.251223 + Penalty 2328.282672 = -150799.968550
  nChanged 6
		SP:Iteration 24Q (16092.570000 sec): 3 clusters
  Score: Raw -153139.781187 + Penalty 2328.282672 = -150811.498515
  nChanged 5
		SP:Iteration 25Q (16092.740000 sec): 3 clusters
  Score: Raw -153149.590861 + Penalty 2328.282672 = -150821.308188
  nChanged 0
		SP:Iteration 26F (16092.880000 sec): 3 clusters
  Score: Raw -153150.153503 + Penalty 2328.282672 = -150821.870830
  nChanged 1
		SP:Iteration 27Q (16093.050000 sec): 3 clusters
  Score: Raw -153155.532792 + Penalty 2328.282672 = -150827.250120
  nChanged 5
		SP:Iteration 28Q (16093.270000 sec): 3 clusters
  Score: Raw -153165.349820 + Penalty 2328.282672 = -150837.067148
  nChanged 2
		SP:Iteration 29Q (16093.450000 sec): 3 clusters
  Score: Raw -153167.360178 + Penalty 2328.282672 = -150839.077506
  nChanged 2
		SP:Iteration 30Q (16093.610000 sec): 3 clusters
  Score: Raw -153169.269060 + Penalty 2328.282672 = -150840.986388
  nChanged 0
		SP:Iteration 31F (16093.800000 sec): 3 clusters
  Score: Raw -153169.269060 + Penalty 2328.282672 = -150840.986388
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16093.950000 sec): 2 clusters
  Score: Raw -401367.697488 + Penalty 1319.498997 = -400048.198491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16094.150000 sec): 3 clusters
  Score: Raw -399724.565923 + Penalty 2638.997994 = -397085.567929
  nChanged 1259
		SP:Iteration 1F (16094.300000 sec): 3 clusters
  Score: Raw -400450.046626 + Penalty 2638.997994 = -397811.048632
  nChanged 266
		SP:Iteration 2F (16094.480000 sec): 3 clusters
  Score: Raw -400635.833774 + Penalty 2638.997994 = -397996.835780
  nChanged 209
		SP:Iteration 3F (16094.680000 sec): 3 clusters
  Score: Raw -400771.805497 + Penalty 2638.997994 = -398132.807503
  nChanged 169
		SP:Iteration 4F (16094.830000 sec): 3 clusters
  Score: Raw -400878.398305 + Penalty 2638.997994 = -398239.400311
  nChanged 130
		SP:Iteration 5Q (16095.040000 sec): 3 clusters
  Score: Raw -400954.980531 + Penalty 2638.997994 = -398315.982537
  nChanged 110
		SP:Iteration 6Q (16095.200000 sec): 3 clusters
  Score: Raw -401023.318017 + Penalty 2638.997994 = -398384.320023
  nChanged 96
		SP:Iteration 7Q (16095.390000 sec): 3 clusters
  Score: Raw -401086.355770 + Penalty 2638.997994 = -398447.357776
  nChanged 91
		SP:Iteration 8Q (16095.580000 sec): 3 clusters
  Score: Raw -401137.379840 + Penalty 2638.997994 = -398498.381846
  nChanged 72
		SP:Iteration 9Q (16095.720000 sec): 3 clusters
  Score: Raw -401185.247386 + Penalty 2638.997994 = -398546.249392
  nChanged 76
		SP:Iteration 10Q (16095.890000 sec): 3 clusters
  Score: Raw -401237.798413 + Penalty 2638.997994 = -398598.800419
  nChanged 68
		SP:Iteration 11Q (16096.090000 sec): 3 clusters
  Score: Raw -401287.040620 + Penalty 2638.997994 = -398648.042626
  nChanged 69
		SP:Iteration 12Q (16096.270000 sec): 3 clusters
  Score: Raw -401336.248429 + Penalty 2638.997994 = -398697.250435
  nChanged 59
		SP:Iteration 13Q (16096.440000 sec): 3 clusters
  Score: Raw -401376.374638 + Penalty 2638.997994 = -398737.376644
  nChanged 42
		SP:Iteration 14Q (16096.640000 sec): 3 clusters
  Score: Raw -401404.054261 + Penalty 2638.997994 = -398765.056267
  nChanged 48
		SP:Iteration 15Q (16096.800000 sec): 3 clusters
  Score: Raw -401439.274377 + Penalty 2638.997994 = -398800.276383
  nChanged 40
		SP:Iteration 16Q (16097.010000 sec): 3 clusters
  Score: Raw -401471.818343 + Penalty 2638.997994 = -398832.820349
  nChanged 35
		SP:Iteration 17Q (16097.180000 sec): 3 clusters
  Score: Raw -401510.344874 + Penalty 2638.997994 = -398871.346880
  nChanged 34
		SP:Iteration 18Q (16097.320000 sec): 3 clusters
  Score: Raw -401546.580363 + Penalty 2638.997994 = -398907.582369
  nChanged 25
		SP:Iteration 19Q (16097.500000 sec): 3 clusters
  Score: Raw -401564.351804 + Penalty 2638.997994 = -398925.353810
  nChanged 18
		SP:Iteration 20F (16097.690000 sec): 3 clusters
  Score: Raw -401578.332828 + Penalty 2638.997994 = -398939.334834
  nChanged 14
		SP:Iteration 21Q (16097.890000 sec): 3 clusters
  Score: Raw -401589.286720 + Penalty 2638.997994 = -398950.288726
  nChanged 15
		SP:Iteration 22Q (16098.060000 sec): 3 clusters
  Score: Raw -401602.624804 + Penalty 2638.997994 = -398963.626810
  nChanged 13
		SP:Iteration 23Q (16098.250000 sec): 3 clusters
  Score: Raw -401613.384461 + Penalty 2638.997994 = -398974.386467
  nChanged 8
		SP:Iteration 24Q (16098.390000 sec): 3 clusters
  Score: Raw -401620.954107 + Penalty 2638.997994 = -398981.956113
  nChanged 6
		SP:Iteration 25Q (16098.560000 sec): 3 clusters
  Score: Raw -401626.130377 + Penalty 2638.997994 = -398987.132383
  nChanged 6
		SP:Iteration 26Q (16098.730000 sec): 3 clusters
  Score: Raw -401632.956249 + Penalty 2638.997994 = -398993.958255
  nChanged 5
		SP:Iteration 27Q (16098.940000 sec): 3 clusters
  Score: Raw -401638.330881 + Penalty 2638.997994 = -398999.332887
  nChanged 6
		SP:Iteration 28Q (16099.150000 sec): 3 clusters
  Score: Raw -401643.863125 + Penalty 2638.997994 = -399004.865131
  nChanged 9
		SP:Iteration 29Q (16099.320000 sec): 3 clusters
  Score: Raw -401651.837582 + Penalty 2638.997994 = -399012.839588
  nChanged 7
		SP:Iteration 30Q (16099.490000 sec): 3 clusters
  Score: Raw -401657.658209 + Penalty 2638.997994 = -399018.660215
  nChanged 5
		SP:Iteration 31Q (16099.680000 sec): 3 clusters
  Score: Raw -401660.500738 + Penalty 2638.997994 = -399021.502744
  nChanged 3
		SP:Iteration 32Q (16099.890000 sec): 3 clusters
  Score: Raw -401662.053946 + Penalty 2638.997994 = -399023.055952
  nChanged 4
		SP:Iteration 33Q (16100.080000 sec): 3 clusters
  Score: Raw -401666.833491 + Penalty 2638.997994 = -399027.835497
  nChanged 2
		SP:Iteration 34Q (16100.270000 sec): 3 clusters
  Score: Raw -401668.159678 + Penalty 2638.997994 = -399029.161684
  nChanged 1
		SP:Iteration 35Q (16100.460000 sec): 3 clusters
  Score: Raw -401670.878821 + Penalty 2638.997994 = -399031.880827
  nChanged 4
		SP:Iteration 36Q (16100.610000 sec): 3 clusters
  Score: Raw -401674.736486 + Penalty 2638.997994 = -399035.738492
  nChanged 4
		SP:Iteration 37Q (16100.810000 sec): 3 clusters
  Score: Raw -401676.301747 + Penalty 2638.997994 = -399037.303753
  nChanged 2
		SP:Iteration 38Q (16100.950000 sec): 3 clusters
  Score: Raw -401677.865331 + Penalty 2638.997994 = -399038.867337
  nChanged 1
		SP:Iteration 39Q (16101.140000 sec): 3 clusters
  Score: Raw -401679.139983 + Penalty 2638.997994 = -399040.141989
  nChanged 4
		SP:Iteration 40F (16101.310000 sec): 3 clusters
  Score: Raw -401682.491489 + Penalty 2638.997994 = -399043.493495
  nChanged 3
		SP:Iteration 41Q (16101.470000 sec): 3 clusters
  Score: Raw -401686.165900 + Penalty 2638.997994 = -399047.167906
  nChanged 2
		SP:Iteration 42Q (16101.630000 sec): 3 clusters
  Score: Raw -401688.785432 + Penalty 2638.997994 = -399049.787438
  nChanged 4
		SP:Iteration 43Q (16101.810000 sec): 3 clusters
  Score: Raw -401692.517297 + Penalty 2638.997994 = -399053.519303
  nChanged 3
		SP:Iteration 44Q (16102.000000 sec): 3 clusters
  Score: Raw -401694.709702 + Penalty 2638.997994 = -399055.711708
  nChanged 1
		SP:Iteration 45Q (16102.210000 sec): 3 clusters
  Score: Raw -401695.729785 + Penalty 2638.997994 = -399056.731791
  nChanged 0
		SP:Iteration 46F (16102.390000 sec): 3 clusters
  Score: Raw -401695.729785 + Penalty 2638.997994 = -399056.731791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16102.500000 sec): 2 clusters
  Score: Raw -338381.325995 + Penalty 1294.795642 = -337086.530353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16102.690000 sec): 3 clusters
  Score: Raw -337061.282415 + Penalty 2589.591283 = -334471.691132
  nChanged 1069
		SP:Iteration 1F (16102.860000 sec): 3 clusters
  Score: Raw -337742.979361 + Penalty 2589.591283 = -335153.388078
  nChanged 242
		SP:Iteration 2F (16103.050000 sec): 3 clusters
  Score: Raw -337915.257581 + Penalty 2589.591283 = -335325.666298
  nChanged 150
		SP:Iteration 3F (16103.210000 sec): 3 clusters
  Score: Raw -338012.397138 + Penalty 2589.591283 = -335422.805855
  nChanged 105
		SP:Iteration 4Q (16103.390000 sec): 3 clusters
  Score: Raw -338081.256883 + Penalty 2589.591283 = -335491.665599
  nChanged 79
		SP:Iteration 5Q (16103.590000 sec): 3 clusters
  Score: Raw -338131.568390 + Penalty 2589.591283 = -335541.977107
  nChanged 73
		SP:Iteration 6Q (16103.770000 sec): 3 clusters
  Score: Raw -338186.371918 + Penalty 2589.591283 = -335596.780634
  nChanged 80
		SP:Iteration 7Q (16103.930000 sec): 3 clusters
  Score: Raw -338251.716879 + Penalty 2589.591283 = -335662.125595
  nChanged 75
		SP:Iteration 8Q (16104.120000 sec): 3 clusters
  Score: Raw -338313.050054 + Penalty 2589.591283 = -335723.458770
  nChanged 74
		SP:Iteration 9Q (16104.290000 sec): 3 clusters
  Score: Raw -338372.396195 + Penalty 2589.591283 = -335782.804912
  nChanged 66
		SP:Iteration 10Q (16104.470000 sec): 3 clusters
  Score: Raw -338412.033488 + Penalty 2589.591283 = -335822.442205
  nChanged 52
		SP:Iteration 11Q (16104.620000 sec): 3 clusters
  Score: Raw -338449.466142 + Penalty 2589.591283 = -335859.874859
  nChanged 41
		SP:Iteration 12Q (16104.800000 sec): 3 clusters
  Score: Raw -338478.453827 + Penalty 2589.591283 = -335888.862544
  nChanged 32
		SP:Iteration 13Q (16104.960000 sec): 3 clusters
  Score: Raw -338499.877258 + Penalty 2589.591283 = -335910.285974
  nChanged 32
		SP:Iteration 14Q (16105.190000 sec): 3 clusters
  Score: Raw -338519.842829 + Penalty 2589.591283 = -335930.251546
  nChanged 28
		SP:Iteration 15Q (16105.380000 sec): 3 clusters
  Score: Raw -338536.873523 + Penalty 2589.591283 = -335947.282240
  nChanged 21
		SP:Iteration 16Q (16105.530000 sec): 3 clusters
  Score: Raw -338545.471615 + Penalty 2589.591283 = -335955.880331
  nChanged 13
		SP:Iteration 17Q (16105.730000 sec): 3 clusters
  Score: Raw -338550.082013 + Penalty 2589.591283 = -335960.490730
  nChanged 8
		SP:Iteration 18Q (16105.880000 sec): 3 clusters
  Score: Raw -338556.989914 + Penalty 2589.591283 = -335967.398630
  nChanged 14
		SP:Iteration 19Q (16106.090000 sec): 3 clusters
  Score: Raw -338567.109176 + Penalty 2589.591283 = -335977.517893
  nChanged 18
		SP:Iteration 20F (16106.270000 sec): 3 clusters
  Score: Raw -338575.050148 + Penalty 2589.591283 = -335985.458865
  nChanged 16
		SP:Iteration 21Q (16106.440000 sec): 3 clusters
  Score: Raw -338584.689208 + Penalty 2589.591283 = -335995.097924
  nChanged 15
		SP:Iteration 22Q (16106.640000 sec): 3 clusters
  Score: Raw -338594.162747 + Penalty 2589.591283 = -336004.571463
  nChanged 10
		SP:Iteration 23Q (16106.800000 sec): 3 clusters
  Score: Raw -338597.794737 + Penalty 2589.591283 = -336008.203454
  nChanged 9
		SP:Iteration 24Q (16106.970000 sec): 3 clusters
  Score: Raw -338603.777030 + Penalty 2589.591283 = -336014.185747
  nChanged 11
		SP:Iteration 25Q (16107.140000 sec): 3 clusters
  Score: Raw -338608.825832 + Penalty 2589.591283 = -336019.234549
  nChanged 8
		SP:Iteration 26Q (16107.310000 sec): 3 clusters
  Score: Raw -338612.548341 + Penalty 2589.591283 = -336022.957058
  nChanged 5
		SP:Iteration 27Q (16107.500000 sec): 3 clusters
  Score: Raw -338615.192695 + Penalty 2589.591283 = -336025.601411
  nChanged 4
		SP:Iteration 28Q (16107.700000 sec): 3 clusters
  Score: Raw -338617.005203 + Penalty 2589.591283 = -336027.413920
  nChanged 4
		SP:Iteration 29Q (16107.870000 sec): 3 clusters
  Score: Raw -338618.414259 + Penalty 2589.591283 = -336028.822976
  nChanged 3
		SP:Iteration 30Q (16108.050000 sec): 3 clusters
  Score: Raw -338619.512409 + Penalty 2589.591283 = -336029.921126
  nChanged 4
		SP:Iteration 31Q (16108.230000 sec): 3 clusters
  Score: Raw -338620.670664 + Penalty 2589.591283 = -336031.079380
  nChanged 3
		SP:Iteration 32Q (16108.400000 sec): 3 clusters
  Score: Raw -338621.729601 + Penalty 2589.591283 = -336032.138318
  nChanged 3
		SP:Iteration 33Q (16108.590000 sec): 3 clusters
  Score: Raw -338622.569134 + Penalty 2589.591283 = -336032.977851
  nChanged 1
		SP:Iteration 34Q (16108.800000 sec): 3 clusters
  Score: Raw -338622.969606 + Penalty 2589.591283 = -336033.378323
  nChanged 1
		SP:Iteration 35Q (16108.980000 sec): 3 clusters
  Score: Raw -338623.267000 + Penalty 2589.591283 = -336033.675717
  nChanged 0
		SP:Iteration 36F (16109.170000 sec): 3 clusters
  Score: Raw -338623.267000 + Penalty 2589.591283 = -336033.675717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16109.250000 sec): 2 clusters
  Score: Raw -332797.273930 + Penalty 1296.308323 = -331500.965607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16109.410000 sec): 3 clusters
  Score: Raw -331465.222366 + Penalty 2592.616646 = -328872.605720
  nChanged 1131
		SP:Iteration 1F (16109.610000 sec): 3 clusters
  Score: Raw -332336.589973 + Penalty 2592.616646 = -329743.973327
  nChanged 274
		SP:Iteration 2F (16109.780000 sec): 3 clusters
  Score: Raw -332628.122673 + Penalty 2592.616646 = -330035.506027
  nChanged 217
		SP:Iteration 3F (16109.950000 sec): 3 clusters
  Score: Raw -332826.850344 + Penalty 2592.616646 = -330234.233698
  nChanged 153
		SP:Iteration 4F (16110.130000 sec): 3 clusters
  Score: Raw -332973.692722 + Penalty 2592.616646 = -330381.076076
  nChanged 151
		SP:Iteration 5F (16110.310000 sec): 3 clusters
  Score: Raw -333134.269397 + Penalty 2592.616646 = -330541.652752
  nChanged 119
		SP:Iteration 6Q (16110.500000 sec): 3 clusters
  Score: Raw -333255.233932 + Penalty 2592.616646 = -330662.617286
  nChanged 94
		SP:Iteration 7Q (16110.640000 sec): 3 clusters
  Score: Raw -333330.989023 + Penalty 2592.616646 = -330738.372377
  nChanged 73
		SP:Iteration 8Q (16110.860000 sec): 3 clusters
  Score: Raw -333393.333841 + Penalty 2592.616646 = -330800.717195
  nChanged 64
		SP:Iteration 9Q (16111.010000 sec): 3 clusters
  Score: Raw -333445.223786 + Penalty 2592.616646 = -330852.607141
  nChanged 46
		SP:Iteration 10Q (16111.240000 sec): 3 clusters
  Score: Raw -333486.104656 + Penalty 2592.616646 = -330893.488010
  nChanged 40
		SP:Iteration 11Q (16111.410000 sec): 3 clusters
  Score: Raw -333512.987261 + Penalty 2592.616646 = -330920.370615
  nChanged 23
		SP:Iteration 12Q (16111.560000 sec): 3 clusters
  Score: Raw -333528.646519 + Penalty 2592.616646 = -330936.029873
  nChanged 18
		SP:Iteration 13Q (16111.760000 sec): 3 clusters
  Score: Raw -333538.917869 + Penalty 2592.616646 = -330946.301223
  nChanged 18
		SP:Iteration 14Q (16111.920000 sec): 3 clusters
  Score: Raw -333545.488593 + Penalty 2592.616646 = -330952.871947
  nChanged 13
		SP:Iteration 15Q (16112.090000 sec): 3 clusters
  Score: Raw -333550.449062 + Penalty 2592.616646 = -330957.832416
  nChanged 4
		SP:Iteration 16Q (16112.250000 sec): 3 clusters
  Score: Raw -333552.016946 + Penalty 2592.616646 = -330959.400300
  nChanged 5
		SP:Iteration 17Q (16112.440000 sec): 3 clusters
  Score: Raw -333553.647186 + Penalty 2592.616646 = -330961.030540
  nChanged 4
		SP:Iteration 18Q (16112.620000 sec): 3 clusters
  Score: Raw -333554.676425 + Penalty 2592.616646 = -330962.059779
  nChanged 0
		SP:Iteration 19F (16112.800000 sec): 3 clusters
  Score: Raw -333554.676425 + Penalty 2592.616646 = -330962.059779
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (15012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16112.960000 sec): 2 clusters
  Score: Raw -1816500.501129 + Penalty 1562.698339 = -1814937.802790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16113.220000 sec): 3 clusters
  Score: Raw -1807490.216294 + Penalty 3125.396677 = -1804364.819617
  nChanged 6726
		SP:Iteration 1F (16113.420000 sec): 3 clusters
  Score: Raw -1811170.329785 + Penalty 3125.396677 = -1808044.933107
  nChanged 801
		SP:Iteration 2F (16113.640000 sec): 3 clusters
  Score: Raw -1811475.185227 + Penalty 3125.396677 = -1808349.788550
  nChanged 728
		SP:Iteration 3Q (16113.900000 sec): 3 clusters
  Score: Raw -1811787.003633 + Penalty 3125.396677 = -1808661.606956
  nChanged 680
		SP:Iteration 4Q (16114.090000 sec): 3 clusters
  Score: Raw -1812097.475868 + Penalty 3125.396677 = -1808972.079191
  nChanged 727
		SP:Iteration 5Q (16114.320000 sec): 3 clusters
  Score: Raw -1812500.797889 + Penalty 3125.396677 = -1809375.401212
  nChanged 860
		SP:Iteration 6F (16114.550000 sec): 3 clusters
  Score: Raw -1813117.535125 + Penalty 3125.396677 = -1809992.138447
  nChanged 914
		SP:Iteration 7F (16114.790000 sec): 3 clusters
  Score: Raw -1813875.245136 + Penalty 3125.396677 = -1810749.848459
  nChanged 887
		SP:Iteration 8F (16115.000000 sec): 3 clusters
  Score: Raw -1814673.265486 + Penalty 3125.396677 = -1811547.868809
  nChanged 760
		SP:Iteration 9F (16115.230000 sec): 3 clusters
  Score: Raw -1815399.918081 + Penalty 3125.396677 = -1812274.521404
  nChanged 627
		SP:Iteration 10Q (16115.480000 sec): 3 clusters
  Score: Raw -1815903.426270 + Penalty 3125.396677 = -1812778.029593
  nChanged 431
		SP:Iteration 11Q (16115.680000 sec): 3 clusters
  Score: Raw -1816194.176932 + Penalty 3125.396677 = -1813068.780255
  nChanged 346
		SP:Iteration 12Q (16115.900000 sec): 3 clusters
  Score: Raw -1816391.636442 + Penalty 3125.396677 = -1813266.239765
  nChanged 247
		SP:Iteration 13Q (16116.140000 sec): 3 clusters
  Score: Raw -1816481.400161 + Penalty 3125.396677 = -1813356.003484
  nChanged 168
		SP:Iteration 14Q (16116.410000 sec): 3 clusters
  Score: Raw -1816540.400329 + Penalty 3125.396677 = -1813415.003652
  nChanged 144
		SP:Iteration 15Q (16116.600000 sec): 3 clusters
  Score: Raw -1816589.803684 + Penalty 3125.396677 = -1813464.407007
  nChanged 113
		SP:Iteration 16Q (16116.830000 sec): 3 clusters
  Score: Raw -1816621.887304 + Penalty 3125.396677 = -1813496.490627
  nChanged 90
		SP:Iteration 17Q (16117.090000 sec): 3 clusters
  Score: Raw -1816641.900163 + Penalty 3125.396677 = -1813516.503486
  nChanged 69
		SP:Iteration 18Q (16117.330000 sec): 3 clusters
  Score: Raw -1816656.602996 + Penalty 3125.396677 = -1813531.206319
  nChanged 65
		SP:Iteration 19Q (16117.520000 sec): 3 clusters
  Score: Raw -1816674.870553 + Penalty 3125.396677 = -1813549.473876
  nChanged 59
		SP:Iteration 20F (16117.810000 sec): 3 clusters
  Score: Raw -1816685.903502 + Penalty 3125.396677 = -1813560.506825
  nChanged 51
		SP:Iteration 21Q (16118.010000 sec): 3 clusters
  Score: Raw -1816696.500864 + Penalty 3125.396677 = -1813571.104187
  nChanged 51
		SP:Iteration 22Q (16118.230000 sec): 3 clusters
  Score: Raw -1816707.546248 + Penalty 3125.396677 = -1813582.149571
  nChanged 41
		SP:Iteration 23Q (16118.490000 sec): 3 clusters
  Score: Raw -1816714.960733 + Penalty 3125.396677 = -1813589.564056
  nChanged 26
		SP:Iteration 24Q (16118.690000 sec): 3 clusters
  Score: Raw -1816719.102617 + Penalty 3125.396677 = -1813593.705940
  nChanged 22
		SP:Iteration 25Q (16118.880000 sec): 3 clusters
  Score: Raw -1816721.996292 + Penalty 3125.396677 = -1813596.599614
  nChanged 20
		SP:Iteration 26Q (16119.130000 sec): 3 clusters
  Score: Raw -1816724.513235 + Penalty 3125.396677 = -1813599.116558
  nChanged 14
		SP:Iteration 27Q (16119.360000 sec): 3 clusters
  Score: Raw -1816726.377633 + Penalty 3125.396677 = -1813600.980956
  nChanged 11
		SP:Iteration 28Q (16119.610000 sec): 3 clusters
  Score: Raw -1816727.731652 + Penalty 3125.396677 = -1813602.334975
  nChanged 15
		SP:Iteration 29Q (16119.820000 sec): 3 clusters
  Score: Raw -1816729.452517 + Penalty 3125.396677 = -1813604.055840
  nChanged 6
		SP:Iteration 30Q (16120.040000 sec): 3 clusters
  Score: Raw -1816730.320521 + Penalty 3125.396677 = -1813604.923844
  nChanged 6
		SP:Iteration 31Q (16120.300000 sec): 3 clusters
  Score: Raw -1816731.076406 + Penalty 3125.396677 = -1813605.679728
  nChanged 5
		SP:Iteration 32Q (16120.480000 sec): 3 clusters
  Score: Raw -1816731.547212 + Penalty 3125.396677 = -1813606.150535
  nChanged 5
		SP:Iteration 33Q (16120.740000 sec): 3 clusters
  Score: Raw -1816731.993492 + Penalty 3125.396677 = -1813606.596814
  nChanged 3
		SP:Iteration 34Q (16120.980000 sec): 3 clusters
  Score: Raw -1816732.155410 + Penalty 3125.396677 = -1813606.758733
  nChanged 1
		SP:Iteration 35Q (16121.160000 sec): 3 clusters
  Score: Raw -1816732.278968 + Penalty 3125.396677 = -1813606.882291
  nChanged 1
		SP:Iteration 36Q (16121.400000 sec): 3 clusters
  Score: Raw -1816732.327687 + Penalty 3125.396677 = -1813606.931009
  nChanged 1
		SP:Iteration 37Q (16121.670000 sec): 3 clusters
  Score: Raw -1816732.517274 + Penalty 3125.396677 = -1813607.120597
  nChanged 1
		SP:Iteration 38Q (16121.900000 sec): 3 clusters
  Score: Raw -1816732.550616 + Penalty 3125.396677 = -1813607.153939
  nChanged 1
		SP:Iteration 39Q (16122.110000 sec): 3 clusters
  Score: Raw -1816732.611608 + Penalty 3125.396677 = -1813607.214931
  nChanged 1
		SP:Iteration 40F (16122.380000 sec): 3 clusters
  Score: Raw -1816732.683616 + Penalty 3125.396677 = -1813607.286939
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16122.770000 sec): 2 clusters
  Score: Raw -6131468.979470 + Penalty 1766.769495 = -6129702.209975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16123.180000 sec): 3 clusters
  Score: Raw -6097944.795125 + Penalty 3533.538989 = -6094411.256136
  nChanged 24799
		SP:Iteration 1F (16123.580000 sec): 3 clusters
  Score: Raw -6112436.426964 + Penalty 3533.538989 = -6108902.887975
  nChanged 2474
		SP:Iteration 2Q (16123.990000 sec): 3 clusters
  Score: Raw -6113463.131609 + Penalty 3533.538989 = -6109929.592620
  nChanged 2763
		SP:Iteration 3F (16124.350000 sec): 3 clusters
  Score: Raw -6114828.775024 + Penalty 3533.538989 = -6111295.236035
  nChanged 3142
		SP:Iteration 4F (16124.730000 sec): 3 clusters
  Score: Raw -6116640.380115 + Penalty 3533.538989 = -6113106.841126
  nChanged 3542
		SP:Iteration 5F (16125.100000 sec): 3 clusters
  Score: Raw -6118984.397686 + Penalty 3533.538989 = -6115450.858697
  nChanged 3775
		SP:Iteration 6F (16125.460000 sec): 3 clusters
  Score: Raw -6121758.125338 + Penalty 3533.538989 = -6118224.586349
  nChanged 3522
		SP:Iteration 7F (16125.840000 sec): 3 clusters
  Score: Raw -6124241.078435 + Penalty 3533.538989 = -6120707.539446
  nChanged 2850
		SP:Iteration 8F (16126.210000 sec): 3 clusters
  Score: Raw -6125989.820092 + Penalty 3533.538989 = -6122456.281103
  nChanged 2243
		SP:Iteration 9Q (16126.560000 sec): 3 clusters
  Score: Raw -6127260.736260 + Penalty 3533.538989 = -6123727.197271
  nChanged 1836
		SP:Iteration 10Q (16126.950000 sec): 3 clusters
  Score: Raw -6128283.874637 + Penalty 3533.538989 = -6124750.335648
  nChanged 1590
		SP:Iteration 11Q (16127.320000 sec): 3 clusters
  Score: Raw -6129144.928918 + Penalty 3533.538989 = -6125611.389929
  nChanged 1343
		SP:Iteration 12Q (16127.710000 sec): 3 clusters
  Score: Raw -6129831.261973 + Penalty 3533.538989 = -6126297.722984
  nChanged 1135
		SP:Iteration 13Q (16128.070000 sec): 3 clusters
  Score: Raw -6130386.771350 + Penalty 3533.538989 = -6126853.232361
  nChanged 952
		SP:Iteration 14Q (16128.460000 sec): 3 clusters
  Score: Raw -6130828.167407 + Penalty 3533.538989 = -6127294.628417
  nChanged 775
		SP:Iteration 15Q (16128.800000 sec): 3 clusters
  Score: Raw -6131169.275061 + Penalty 3533.538989 = -6127635.736072
  nChanged 603
		SP:Iteration 16Q (16129.210000 sec): 3 clusters
  Score: Raw -6131437.664595 + Penalty 3533.538989 = -6127904.125605
  nChanged 467
		SP:Iteration 17Q (16129.610000 sec): 3 clusters
  Score: Raw -6131636.273250 + Penalty 3533.538989 = -6128102.734261
  nChanged 360
		SP:Iteration 18Q (16130.010000 sec): 3 clusters
  Score: Raw -6131789.798240 + Penalty 3533.538989 = -6128256.259250
  nChanged 296
		SP:Iteration 19Q (16130.390000 sec): 3 clusters
  Score: Raw -6131911.341960 + Penalty 3533.538989 = -6128377.802971
  nChanged 206
		SP:Iteration 20F (16130.780000 sec): 3 clusters
  Score: Raw -6131990.433643 + Penalty 3533.538989 = -6128456.894653
  nChanged 171
		SP:Iteration 21Q (16131.130000 sec): 3 clusters
  Score: Raw -6132052.555503 + Penalty 3533.538989 = -6128519.016514
  nChanged 118
		SP:Iteration 22Q (16131.500000 sec): 3 clusters
  Score: Raw -6132093.616825 + Penalty 3533.538989 = -6128560.077836
  nChanged 95
		SP:Iteration 23Q (16131.800000 sec): 3 clusters
  Score: Raw -6132121.666966 + Penalty 3533.538989 = -6128588.127977
  nChanged 70
		SP:Iteration 24Q (16132.150000 sec): 3 clusters
  Score: Raw -6132144.984675 + Penalty 3533.538989 = -6128611.445686
  nChanged 62
		SP:Iteration 25Q (16132.510000 sec): 3 clusters
  Score: Raw -6132167.439591 + Penalty 3533.538989 = -6128633.900601
  nChanged 49
		SP:Iteration 26Q (16132.820000 sec): 3 clusters
  Score: Raw -6132182.568287 + Penalty 3533.538989 = -6128649.029298
  nChanged 41
		SP:Iteration 27Q (16133.150000 sec): 3 clusters
  Score: Raw -6132196.443830 + Penalty 3533.538989 = -6128662.904841
  nChanged 41
		SP:Iteration 28Q (16133.440000 sec): 3 clusters
  Score: Raw -6132210.051799 + Penalty 3533.538989 = -6128676.512810
  nChanged 39
		SP:Iteration 29Q (16133.760000 sec): 3 clusters
  Score: Raw -6132225.201994 + Penalty 3533.538989 = -6128691.663005
  nChanged 28
		SP:Iteration 30Q (16134.140000 sec): 3 clusters
  Score: Raw -6132234.824011 + Penalty 3533.538989 = -6128701.285021
  nChanged 21
		SP:Iteration 31Q (16134.450000 sec): 3 clusters
  Score: Raw -6132239.730049 + Penalty 3533.538989 = -6128706.191060
  nChanged 15
		SP:Iteration 32Q (16134.790000 sec): 3 clusters
  Score: Raw -6132243.512932 + Penalty 3533.538989 = -6128709.973943
  nChanged 12
		SP:Iteration 33Q (16135.120000 sec): 3 clusters
  Score: Raw -6132247.549673 + Penalty 3533.538989 = -6128714.010684
  nChanged 12
		SP:Iteration 34Q (16135.470000 sec): 3 clusters
  Score: Raw -6132250.159458 + Penalty 3533.538989 = -6128716.620469
  nChanged 9
		SP:Iteration 35Q (16135.780000 sec): 3 clusters
  Score: Raw -6132253.087630 + Penalty 3533.538989 = -6128719.548641
  nChanged 10
		SP:Iteration 36Q (16136.120000 sec): 3 clusters
  Score: Raw -6132254.614704 + Penalty 3533.538989 = -6128721.075715
  nChanged 8
		SP:Iteration 37Q (16136.500000 sec): 3 clusters
  Score: Raw -6132256.587899 + Penalty 3533.538989 = -6128723.048910
  nChanged 7
		SP:Iteration 38Q (16136.850000 sec): 3 clusters
  Score: Raw -6132258.441876 + Penalty 3533.538989 = -6128724.902887
  nChanged 10
		SP:Iteration 39Q (16137.180000 sec): 3 clusters
  Score: Raw -6132260.728538 + Penalty 3533.538989 = -6128727.189549
  nChanged 11
		SP:Iteration 40F (16137.520000 sec): 3 clusters
  Score: Raw -6132262.724026 + Penalty 3533.538989 = -6128729.185036
  nChanged 4
		SP:Iteration 41Q (16137.900000 sec): 3 clusters
  Score: Raw -6132263.568244 + Penalty 3533.538989 = -6128730.029255
  nChanged 2
		SP:Iteration 42Q (16138.240000 sec): 3 clusters
  Score: Raw -6132263.719369 + Penalty 3533.538989 = -6128730.180380
  nChanged 0
		SP:Iteration 43F (16138.600000 sec): 3 clusters
  Score: Raw -6132263.719369 + Penalty 3533.538989 = -6128730.180380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16138.720000 sec): 2 clusters
  Score: Raw -142104.476976 + Penalty 1156.017868 = -140948.459108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16138.900000 sec): 3 clusters
  Score: Raw -141648.132322 + Penalty 2312.035736 = -139336.096586
  nChanged 404
		SP:Iteration 1F (16139.080000 sec): 3 clusters
  Score: Raw -142003.774941 + Penalty 2312.035736 = -139691.739205
  nChanged 108
		SP:Iteration 2F (16139.270000 sec): 3 clusters
  Score: Raw -142104.502818 + Penalty 2312.035736 = -139792.467082
  nChanged 61
		SP:Iteration 3Q (16139.450000 sec): 3 clusters
  Score: Raw -142164.166201 + Penalty 2312.035736 = -139852.130465
  nChanged 36
		SP:Iteration 4Q (16139.640000 sec): 3 clusters
  Score: Raw -142196.842881 + Penalty 2312.035736 = -139884.807145
  nChanged 28
		SP:Iteration 5Q (16139.810000 sec): 3 clusters
  Score: Raw -142221.099776 + Penalty 2312.035736 = -139909.064040
  nChanged 23
		SP:Iteration 6Q (16140.000000 sec): 3 clusters
  Score: Raw -142246.006062 + Penalty 2312.035736 = -139933.970326
  nChanged 25
		SP:Iteration 7Q (16140.150000 sec): 3 clusters
  Score: Raw -142265.310513 + Penalty 2312.035736 = -139953.274778
  nChanged 19
		SP:Iteration 8Q (16140.330000 sec): 3 clusters
  Score: Raw -142282.472315 + Penalty 2312.035736 = -139970.436579
  nChanged 10
		SP:Iteration 9Q (16140.510000 sec): 3 clusters
  Score: Raw -142291.291091 + Penalty 2312.035736 = -139979.255355
  nChanged 7
		SP:Iteration 10Q (16140.690000 sec): 3 clusters
  Score: Raw -142295.535106 + Penalty 2312.035736 = -139983.499370
  nChanged 3
		SP:Iteration 11Q (16140.880000 sec): 3 clusters
  Score: Raw -142298.698981 + Penalty 2312.035736 = -139986.663245
  nChanged 4
		SP:Iteration 12Q (16141.090000 sec): 3 clusters
  Score: Raw -142301.402017 + Penalty 2312.035736 = -139989.366281
  nChanged 5
		SP:Iteration 13Q (16141.270000 sec): 3 clusters
  Score: Raw -142305.387118 + Penalty 2312.035736 = -139993.351382
  nChanged 4
		SP:Iteration 14Q (16141.440000 sec): 3 clusters
  Score: Raw -142306.917139 + Penalty 2312.035736 = -139994.881403
  nChanged 0
		SP:Iteration 15F (16141.590000 sec): 3 clusters
  Score: Raw -142306.917139 + Penalty 2312.035736 = -139994.881403
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (157627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16143.520000 sec): 2 clusters
  Score: Raw -19426595.829752 + Penalty 1944.797849 = -19424651.031903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16144.330000 sec): 3 clusters
  Score: Raw -19323159.180351 + Penalty 3889.595697 = -19319269.584654
  nChanged 75747
		SP:Iteration 1F (16145.200000 sec): 3 clusters
  Score: Raw -19368446.977363 + Penalty 3889.595697 = -19364557.381665
  nChanged 6629
		SP:Iteration 2Q (16146.090000 sec): 3 clusters
  Score: Raw -19371051.476246 + Penalty 3889.595697 = -19367161.880548
  nChanged 8732
		SP:Iteration 3F (16146.900000 sec): 3 clusters
  Score: Raw -19375727.753768 + Penalty 3889.595697 = -19371838.158071
  nChanged 11317
		SP:Iteration 4F (16147.680000 sec): 3 clusters
  Score: Raw -19383403.531413 + Penalty 3889.595697 = -19379513.935715
  nChanged 12870
		SP:Iteration 5F (16148.580000 sec): 3 clusters
  Score: Raw -19393484.343918 + Penalty 3889.595697 = -19389594.748221
  nChanged 12076
		SP:Iteration 6F (16149.460000 sec): 3 clusters
  Score: Raw -19403603.264052 + Penalty 3889.595697 = -19399713.668354
  nChanged 9427
		SP:Iteration 7F (16150.280000 sec): 3 clusters
  Score: Raw -19411881.792934 + Penalty 3889.595697 = -19407992.197237
  nChanged 6334
		SP:Iteration 8Q (16151.110000 sec): 3 clusters
  Score: Raw -19418362.110335 + Penalty 3889.595697 = -19414472.514638
  nChanged 3760
		SP:Iteration 9Q (16151.930000 sec): 3 clusters
  Score: Raw -19422958.900704 + Penalty 3889.595697 = -19419069.305007
  nChanged 2516
		SP:Iteration 10Q (16152.740000 sec): 3 clusters
  Score: Raw -19425335.609777 + Penalty 3889.595697 = -19421446.014080
  nChanged 1610
		SP:Iteration 11Q (16153.530000 sec): 3 clusters
  Score: Raw -19426198.201855 + Penalty 3889.595697 = -19422308.606158
  nChanged 1014
		SP:Iteration 12Q (16154.280000 sec): 3 clusters
  Score: Raw -19426600.361852 + Penalty 3889.595697 = -19422710.766155
  nChanged 722
		SP:Iteration 13Q (16155.040000 sec): 3 clusters
  Score: Raw -19426837.877346 + Penalty 3889.595697 = -19422948.281649
  nChanged 564
		SP:Iteration 14Q (16155.770000 sec): 3 clusters
  Score: Raw -19426978.696988 + Penalty 3889.595697 = -19423089.101291
  nChanged 448
		SP:Iteration 15Q (16156.450000 sec): 3 clusters
  Score: Raw -19427064.564348 + Penalty 3889.595697 = -19423174.968650
  nChanged 355
		SP:Iteration 16Q (16157.170000 sec): 3 clusters
  Score: Raw -19427127.895854 + Penalty 3889.595697 = -19423238.300157
  nChanged 290
		SP:Iteration 17Q (16157.940000 sec): 3 clusters
  Score: Raw -19427176.257517 + Penalty 3889.595697 = -19423286.661820
  nChanged 269
		SP:Iteration 18Q (16158.710000 sec): 3 clusters
  Score: Raw -19427215.173575 + Penalty 3889.595697 = -19423325.577877
  nChanged 213
		SP:Iteration 19Q (16159.440000 sec): 3 clusters
  Score: Raw -19427241.610876 + Penalty 3889.595697 = -19423352.015178
  nChanged 199
		SP:Iteration 20F (16160.250000 sec): 3 clusters
  Score: Raw -19427266.089998 + Penalty 3889.595697 = -19423376.494300
  nChanged 182
		SP:Iteration 21Q (16161.100000 sec): 3 clusters
  Score: Raw -19427286.823285 + Penalty 3889.595697 = -19423397.227587
  nChanged 172
		SP:Iteration 22Q (16161.840000 sec): 3 clusters
  Score: Raw -19427306.953140 + Penalty 3889.595697 = -19423417.357443
  nChanged 152
		SP:Iteration 23Q (16162.540000 sec): 3 clusters
  Score: Raw -19427322.612340 + Penalty 3889.595697 = -19423433.016642
  nChanged 119
		SP:Iteration 24Q (16163.150000 sec): 3 clusters
  Score: Raw -19427333.322399 + Penalty 3889.595697 = -19423443.726702
  nChanged 105
		SP:Iteration 25Q (16163.770000 sec): 3 clusters
  Score: Raw -19427341.268107 + Penalty 3889.595697 = -19423451.672409
  nChanged 86
		SP:Iteration 26Q (16164.440000 sec): 3 clusters
  Score: Raw -19427347.551551 + Penalty 3889.595697 = -19423457.955854
  nChanged 75
		SP:Iteration 27Q (16165.110000 sec): 3 clusters
  Score: Raw -19427352.402052 + Penalty 3889.595697 = -19423462.806355
  nChanged 54
		SP:Iteration 28Q (16165.780000 sec): 3 clusters
  Score: Raw -19427355.378027 + Penalty 3889.595697 = -19423465.782329
  nChanged 42
		SP:Iteration 29Q (16166.520000 sec): 3 clusters
  Score: Raw -19427357.224222 + Penalty 3889.595697 = -19423467.628525
  nChanged 34
		SP:Iteration 30Q (16167.280000 sec): 3 clusters
  Score: Raw -19427358.861134 + Penalty 3889.595697 = -19423469.265436
  nChanged 27
		SP:Iteration 31Q (16167.960000 sec): 3 clusters
  Score: Raw -19427360.322577 + Penalty 3889.595697 = -19423470.726880
  nChanged 31
		SP:Iteration 32Q (16168.680000 sec): 3 clusters
  Score: Raw -19427361.703447 + Penalty 3889.595697 = -19423472.107749
  nChanged 30
		SP:Iteration 33Q (16169.390000 sec): 3 clusters
  Score: Raw -19427363.002167 + Penalty 3889.595697 = -19423473.406469
  nChanged 42
		SP:Iteration 34Q (16170.140000 sec): 3 clusters
  Score: Raw -19427364.722975 + Penalty 3889.595697 = -19423475.127277
  nChanged 29
		SP:Iteration 35Q (16170.890000 sec): 3 clusters
  Score: Raw -19427365.757820 + Penalty 3889.595697 = -19423476.162123
  nChanged 23
		SP:Iteration 36Q (16171.690000 sec): 3 clusters
  Score: Raw -19427366.473431 + Penalty 3889.595697 = -19423476.877734
  nChanged 21
		SP:Iteration 37Q (16172.400000 sec): 3 clusters
  Score: Raw -19427367.201613 + Penalty 3889.595697 = -19423477.605916
  nChanged 14
		SP:Iteration 38Q (16173.210000 sec): 3 clusters
  Score: Raw -19427367.691099 + Penalty 3889.595697 = -19423478.095402
  nChanged 17
		SP:Iteration 39Q (16174.000000 sec): 3 clusters
  Score: Raw -19427368.432084 + Penalty 3889.595697 = -19423478.836386
  nChanged 20
		SP:Iteration 40F (16174.780000 sec): 3 clusters
  Score: Raw -19427369.173203 + Penalty 3889.595697 = -19423479.577506
  nChanged 20
		SP:Iteration 41Q (16175.540000 sec): 3 clusters
  Score: Raw -19427370.010132 + Penalty 3889.595697 = -19423480.414434
  nChanged 14
		SP:Iteration 42Q (16176.290000 sec): 3 clusters
  Score: Raw -19427370.513846 + Penalty 3889.595697 = -19423480.918149
  nChanged 11
		SP:Iteration 43Q (16177.030000 sec): 3 clusters
  Score: Raw -19427371.022117 + Penalty 3889.595697 = -19423481.426420
  nChanged 17
		SP:Iteration 44Q (16177.720000 sec): 3 clusters
  Score: Raw -19427371.602790 + Penalty 3889.595697 = -19423482.007092
  nChanged 19
		SP:Iteration 45Q (16178.440000 sec): 3 clusters
  Score: Raw -19427372.351667 + Penalty 3889.595697 = -19423482.755969
  nChanged 16
		SP:Iteration 46Q (16179.210000 sec): 3 clusters
  Score: Raw -19427372.977651 + Penalty 3889.595697 = -19423483.381954
  nChanged 13
		SP:Iteration 47Q (16180.070000 sec): 3 clusters
  Score: Raw -19427373.497102 + Penalty 3889.595697 = -19423483.901405
  nChanged 11
		SP:Iteration 48Q (16180.850000 sec): 3 clusters
  Score: Raw -19427373.835886 + Penalty 3889.595697 = -19423484.240188
  nChanged 12
		SP:Iteration 49Q (16181.680000 sec): 3 clusters
  Score: Raw -19427374.193696 + Penalty 3889.595697 = -19423484.597999
  nChanged 12
		SP:Iteration 50Q (16182.400000 sec): 3 clusters
  Score: Raw -19427374.587699 + Penalty 3889.595697 = -19423484.992002
  nChanged 9
		SP:Iteration 51Q (16183.150000 sec): 3 clusters
  Score: Raw -19427374.977374 + Penalty 3889.595697 = -19423485.381676
  nChanged 11
		SP:Iteration 52Q (16183.900000 sec): 3 clusters
  Score: Raw -19427375.394682 + Penalty 3889.595697 = -19423485.798984
  nChanged 11
		SP:Iteration 53Q (16184.610000 sec): 3 clusters
  Score: Raw -19427375.713005 + Penalty 3889.595697 = -19423486.117307
  nChanged 3
		SP:Iteration 54Q (16185.420000 sec): 3 clusters
  Score: Raw -19427375.773032 + Penalty 3889.595697 = -19423486.177334
  nChanged 2
		SP:Iteration 55Q (16186.140000 sec): 3 clusters
  Score: Raw -19427375.820317 + Penalty 3889.595697 = -19423486.224620
  nChanged 2
		SP:Iteration 56Q (16186.920000 sec): 3 clusters
  Score: Raw -19427375.873422 + Penalty 3889.595697 = -19423486.277724
  nChanged 3
		SP:Iteration 57Q (16187.690000 sec): 3 clusters
  Score: Raw -19427375.943612 + Penalty 3889.595697 = -19423486.347914
  nChanged 2
		SP:Iteration 58Q (16188.480000 sec): 3 clusters
  Score: Raw -19427375.980112 + Penalty 3889.595697 = -19423486.384415
  nChanged 2
		SP:Iteration 59Q (16189.310000 sec): 3 clusters
  Score: Raw -19427376.060032 + Penalty 3889.595697 = -19423486.464335
  nChanged 4
		SP:Iteration 60F (16190.080000 sec): 3 clusters
  Score: Raw -19427376.211753 + Penalty 3889.595697 = -19423486.616055
  nChanged 3
		SP:Iteration 61Q (16190.710000 sec): 3 clusters
  Score: Raw -19427376.278844 + Penalty 3889.595697 = -19423486.683146
  nChanged 2
		SP:Iteration 62Q (16191.400000 sec): 3 clusters
  Score: Raw -19427376.317768 + Penalty 3889.595697 = -19423486.722070
  nChanged 9
		SP:Iteration 63Q (16192.030000 sec): 3 clusters
  Score: Raw -19427376.516353 + Penalty 3889.595697 = -19423486.920656
  nChanged 8
		SP:Iteration 64Q (16192.660000 sec): 3 clusters
  Score: Raw -19427376.821065 + Penalty 3889.595697 = -19423487.225367
  nChanged 10
		SP:Iteration 65Q (16193.320000 sec): 3 clusters
  Score: Raw -19427377.158183 + Penalty 3889.595697 = -19423487.562485
  nChanged 9
		SP:Iteration 66Q (16193.960000 sec): 3 clusters
  Score: Raw -19427377.420593 + Penalty 3889.595697 = -19423487.824896
  nChanged 9
		SP:Iteration 67Q (16194.580000 sec): 3 clusters
  Score: Raw -19427377.657441 + Penalty 3889.595697 = -19423488.061744
  nChanged 9
		SP:Iteration 68Q (16195.290000 sec): 3 clusters
  Score: Raw -19427377.961999 + Penalty 3889.595697 = -19423488.366301
  nChanged 8
		SP:Iteration 69Q (16195.960000 sec): 3 clusters
  Score: Raw -19427378.177693 + Penalty 3889.595697 = -19423488.581995
  nChanged 3
		SP:Iteration 70Q (16196.660000 sec): 3 clusters
  Score: Raw -19427378.274452 + Penalty 3889.595697 = -19423488.678755
  nChanged 1
		SP:Iteration 71Q (16197.410000 sec): 3 clusters
  Score: Raw -19427378.283990 + Penalty 3889.595697 = -19423488.688292
  nChanged 0
		SP:Iteration 72F (16198.310000 sec): 3 clusters
  Score: Raw -19427378.283990 + Penalty 3889.595697 = -19423488.688292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (2017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16198.490000 sec): 2 clusters
  Score: Raw -235677.991436 + Penalty 1236.522062 = -234441.469374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16198.650000 sec): 3 clusters
  Score: Raw -234809.369052 + Penalty 2473.044125 = -232336.324928
  nChanged 704
		SP:Iteration 1F (16198.810000 sec): 3 clusters
  Score: Raw -235304.816487 + Penalty 2473.044125 = -232831.772362
  nChanged 184
		SP:Iteration 2F (16199.030000 sec): 3 clusters
  Score: Raw -235502.072013 + Penalty 2473.044125 = -233029.027889
  nChanged 134
		SP:Iteration 3F (16199.190000 sec): 3 clusters
  Score: Raw -235646.146046 + Penalty 2473.044125 = -233173.101921
  nChanged 120
		SP:Iteration 4F (16199.350000 sec): 3 clusters
  Score: Raw -235768.162540 + Penalty 2473.044125 = -233295.118416
  nChanged 92
		SP:Iteration 5Q (16199.530000 sec): 3 clusters
  Score: Raw -235851.784366 + Penalty 2473.044125 = -233378.740241
  nChanged 64
		SP:Iteration 6Q (16199.750000 sec): 3 clusters
  Score: Raw -235910.241054 + Penalty 2473.044125 = -233437.196929
  nChanged 54
		SP:Iteration 7Q (16199.880000 sec): 3 clusters
  Score: Raw -235956.434550 + Penalty 2473.044125 = -233483.390425
  nChanged 44
		SP:Iteration 8Q (16200.070000 sec): 3 clusters
  Score: Raw -235995.579294 + Penalty 2473.044125 = -233522.535169
  nChanged 41
		SP:Iteration 9Q (16200.260000 sec): 3 clusters
  Score: Raw -236034.194215 + Penalty 2473.044125 = -233561.150090
  nChanged 34
		SP:Iteration 10Q (16200.460000 sec): 3 clusters
  Score: Raw -236059.823426 + Penalty 2473.044125 = -233586.779301
  nChanged 33
		SP:Iteration 11Q (16200.610000 sec): 3 clusters
  Score: Raw -236102.505281 + Penalty 2473.044125 = -233629.461156
  nChanged 26
		SP:Iteration 12Q (16200.770000 sec): 3 clusters
  Score: Raw -236134.585442 + Penalty 2473.044125 = -233661.541317
  nChanged 23
		SP:Iteration 13Q (16200.970000 sec): 3 clusters
  Score: Raw -236171.121195 + Penalty 2473.044125 = -233698.077070
  nChanged 30
		SP:Iteration 14Q (16201.130000 sec): 3 clusters
  Score: Raw -236202.330872 + Penalty 2473.044125 = -233729.286747
  nChanged 24
		SP:Iteration 15Q (16201.330000 sec): 3 clusters
  Score: Raw -236237.549918 + Penalty 2473.044125 = -233764.505793
  nChanged 38
		SP:Iteration 16Q (16201.510000 sec): 3 clusters
  Score: Raw -236309.205671 + Penalty 2473.044125 = -233836.161546
  nChanged 42
		SP:Iteration 17Q (16201.670000 sec): 3 clusters
  Score: Raw -236389.914970 + Penalty 2473.044125 = -233916.870846
  nChanged 39
		SP:Iteration 18Q (16201.810000 sec): 3 clusters
  Score: Raw -236444.441618 + Penalty 2473.044125 = -233971.397493
  nChanged 33
		SP:Iteration 19Q (16202.020000 sec): 3 clusters
  Score: Raw -236488.580985 + Penalty 2473.044125 = -234015.536860
  nChanged 30
		SP:Iteration 20F (16202.210000 sec): 3 clusters
  Score: Raw -236531.516156 + Penalty 2473.044125 = -234058.472031
  nChanged 20
		SP:Iteration 21Q (16202.370000 sec): 3 clusters
  Score: Raw -236552.168081 + Penalty 2473.044125 = -234079.123956
  nChanged 19
		SP:Iteration 22Q (16202.540000 sec): 3 clusters
  Score: Raw -236575.762254 + Penalty 2473.044125 = -234102.718129
  nChanged 21
		SP:Iteration 23Q (16202.760000 sec): 3 clusters
  Score: Raw -236599.064480 + Penalty 2473.044125 = -234126.020355
  nChanged 22
		SP:Iteration 24Q (16202.910000 sec): 3 clusters
  Score: Raw -236620.453753 + Penalty 2473.044125 = -234147.409628
  nChanged 19
		SP:Iteration 25Q (16203.130000 sec): 3 clusters
  Score: Raw -236639.441305 + Penalty 2473.044125 = -234166.397180
  nChanged 13
		SP:Iteration 26Q (16203.300000 sec): 3 clusters
  Score: Raw -236649.672014 + Penalty 2473.044125 = -234176.627889
  nChanged 7
		SP:Iteration 27Q (16203.490000 sec): 3 clusters
  Score: Raw -236655.262312 + Penalty 2473.044125 = -234182.218187
  nChanged 7
		SP:Iteration 28Q (16203.660000 sec): 3 clusters
  Score: Raw -236663.316429 + Penalty 2473.044125 = -234190.272304
  nChanged 11
		SP:Iteration 29Q (16203.840000 sec): 3 clusters
  Score: Raw -236674.871123 + Penalty 2473.044125 = -234201.826998
  nChanged 12
		SP:Iteration 30Q (16204.020000 sec): 3 clusters
  Score: Raw -236687.303204 + Penalty 2473.044125 = -234214.259079
  nChanged 14
		SP:Iteration 31Q (16204.220000 sec): 3 clusters
  Score: Raw -236700.568344 + Penalty 2473.044125 = -234227.524219
  nChanged 17
		SP:Iteration 32Q (16204.380000 sec): 3 clusters
  Score: Raw -236717.741381 + Penalty 2473.044125 = -234244.697257
  nChanged 18
		SP:Iteration 33Q (16204.560000 sec): 3 clusters
  Score: Raw -236741.777237 + Penalty 2473.044125 = -234268.733112
  nChanged 15
		SP:Iteration 34Q (16204.740000 sec): 3 clusters
  Score: Raw -236757.242596 + Penalty 2473.044125 = -234284.198471
  nChanged 8
		SP:Iteration 35Q (16204.920000 sec): 3 clusters
  Score: Raw -236762.165695 + Penalty 2473.044125 = -234289.121571
  nChanged 10
		SP:Iteration 36Q (16205.100000 sec): 3 clusters
  Score: Raw -236771.000568 + Penalty 2473.044125 = -234297.956444
  nChanged 18
		SP:Iteration 37Q (16205.300000 sec): 3 clusters
  Score: Raw -236794.967976 + Penalty 2473.044125 = -234321.923851
  nChanged 17
		SP:Iteration 38Q (16205.470000 sec): 3 clusters
  Score: Raw -236819.484655 + Penalty 2473.044125 = -234346.440531
  nChanged 18
		SP:Iteration 39Q (16205.650000 sec): 3 clusters
  Score: Raw -236844.266119 + Penalty 2473.044125 = -234371.221994
  nChanged 17
		SP:Iteration 40F (16205.820000 sec): 3 clusters
  Score: Raw -236878.429198 + Penalty 2473.044125 = -234405.385073
  nChanged 23
		SP:Iteration 41Q (16206.030000 sec): 3 clusters
  Score: Raw -236933.593257 + Penalty 2473.044125 = -234460.549132
  nChanged 25
		SP:Iteration 42Q (16206.200000 sec): 3 clusters
  Score: Raw -236980.497223 + Penalty 2473.044125 = -234507.453098
  nChanged 17
		SP:Iteration 43Q (16206.400000 sec): 3 clusters
  Score: Raw -237008.748628 + Penalty 2473.044125 = -234535.704503
  nChanged 13
		SP:Iteration 44Q (16206.540000 sec): 3 clusters
  Score: Raw -237028.240060 + Penalty 2473.044125 = -234555.195935
  nChanged 8
		SP:Iteration 45Q (16206.750000 sec): 3 clusters
  Score: Raw -237036.308038 + Penalty 2473.044125 = -234563.263913
  nChanged 6
		SP:Iteration 46Q (16206.940000 sec): 3 clusters
  Score: Raw -237040.635519 + Penalty 2473.044125 = -234567.591394
  nChanged 1
		SP:Iteration 47Q (16207.120000 sec): 3 clusters
  Score: Raw -237041.199401 + Penalty 2473.044125 = -234568.155276
  nChanged 0
		SP:Iteration 48F (16207.310000 sec): 3 clusters
  Score: Raw -237041.199401 + Penalty 2473.044125 = -234568.155276
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16207.380000 sec): 2 clusters
  Score: Raw -42657.882855 + Penalty 970.330049 = -41687.552806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16207.560000 sec): 3 clusters
  Score: Raw -42611.673350 + Penalty 1940.660098 = -40671.013252
  nChanged 76
		SP:Iteration 1F (16207.760000 sec): 3 clusters
  Score: Raw -42728.401412 + Penalty 1940.660098 = -40787.741314
  nChanged 22
		SP:Iteration 2F (16207.930000 sec): 3 clusters
  Score: Raw -42770.154053 + Penalty 1940.660098 = -40829.493955
  nChanged 11
		SP:Iteration 3Q (16208.100000 sec): 3 clusters
  Score: Raw -42790.233438 + Penalty 1940.660098 = -40849.573340
  nChanged 5
		SP:Iteration 4Q (16208.260000 sec): 3 clusters
  Score: Raw -42798.890727 + Penalty 1940.660098 = -40858.230629
  nChanged 4
		SP:Iteration 5Q (16208.420000 sec): 3 clusters
  Score: Raw -42803.882076 + Penalty 1940.660098 = -40863.221978
  nChanged 4
		SP:Iteration 6Q (16208.600000 sec): 3 clusters
  Score: Raw -42812.442484 + Penalty 1940.660098 = -40871.782386
  nChanged 2
		SP:Iteration 7Q (16208.770000 sec): 3 clusters
  Score: Raw -42817.540400 + Penalty 1940.660098 = -40876.880302
  nChanged 0
		SP:Iteration 8F (16208.970000 sec): 3 clusters
  Score: Raw -42817.540400 + Penalty 1940.660098 = -40876.880302
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16209.150000 sec): 2 clusters
  Score: Raw -2197524.735320 + Penalty 1588.589963 = -2195936.145358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16209.380000 sec): 3 clusters
  Score: Raw -2187124.101235 + Penalty 3177.179925 = -2183946.921310
  nChanged 7808
		SP:Iteration 1F (16209.600000 sec): 3 clusters
  Score: Raw -2191181.094389 + Penalty 3177.179925 = -2188003.914464
  nChanged 810
		SP:Iteration 2Q (16209.860000 sec): 3 clusters
  Score: Raw -2191440.738989 + Penalty 3177.179925 = -2188263.559064
  nChanged 728
		SP:Iteration 3Q (16210.110000 sec): 3 clusters
  Score: Raw -2191640.967609 + Penalty 3177.179925 = -2188463.787683
  nChanged 570
		SP:Iteration 4Q (16210.360000 sec): 3 clusters
  Score: Raw -2191785.716730 + Penalty 3177.179925 = -2188608.536805
  nChanged 537
		SP:Iteration 5Q (16210.610000 sec): 3 clusters
  Score: Raw -2191897.928876 + Penalty 3177.179925 = -2188720.748951
  nChanged 412
		SP:Iteration 6Q (16210.810000 sec): 3 clusters
  Score: Raw -2191980.582976 + Penalty 3177.179925 = -2188803.403051
  nChanged 392
		SP:Iteration 7Q (16211.090000 sec): 3 clusters
  Score: Raw -2192054.336639 + Penalty 3177.179925 = -2188877.156714
  nChanged 342
		SP:Iteration 8Q (16211.310000 sec): 3 clusters
  Score: Raw -2192124.086657 + Penalty 3177.179925 = -2188946.906732
  nChanged 337
		SP:Iteration 9Q (16211.510000 sec): 3 clusters
  Score: Raw -2192186.073428 + Penalty 3177.179925 = -2189008.893503
  nChanged 305
		SP:Iteration 10Q (16211.780000 sec): 3 clusters
  Score: Raw -2192242.093183 + Penalty 3177.179925 = -2189064.913257
  nChanged 283
		SP:Iteration 11Q (16212.010000 sec): 3 clusters
  Score: Raw -2192291.602226 + Penalty 3177.179925 = -2189114.422301
  nChanged 270
		SP:Iteration 12Q (16212.280000 sec): 3 clusters
  Score: Raw -2192342.436510 + Penalty 3177.179925 = -2189165.256585
  nChanged 290
		SP:Iteration 13Q (16212.500000 sec): 3 clusters
  Score: Raw -2192397.464653 + Penalty 3177.179925 = -2189220.284727
  nChanged 283
		SP:Iteration 14Q (16212.720000 sec): 3 clusters
  Score: Raw -2192448.348153 + Penalty 3177.179925 = -2189271.168228
  nChanged 287
		SP:Iteration 15Q (16213.000000 sec): 3 clusters
  Score: Raw -2192505.602040 + Penalty 3177.179925 = -2189328.422115
  nChanged 299
		SP:Iteration 16Q (16213.210000 sec): 3 clusters
  Score: Raw -2192577.323847 + Penalty 3177.179925 = -2189400.143922
  nChanged 312
		SP:Iteration 17Q (16213.440000 sec): 3 clusters
  Score: Raw -2192667.822100 + Penalty 3177.179925 = -2189490.642175
  nChanged 348
		SP:Iteration 18Q (16213.660000 sec): 3 clusters
  Score: Raw -2192778.497038 + Penalty 3177.179925 = -2189601.317112
  nChanged 407
		SP:Iteration 19Q (16213.920000 sec): 3 clusters
  Score: Raw -2192919.190455 + Penalty 3177.179925 = -2189742.010530
  nChanged 477
		SP:Iteration 20F (16214.140000 sec): 3 clusters
  Score: Raw -2193123.858076 + Penalty 3177.179925 = -2189946.678151
  nChanged 565
		SP:Iteration 21Q (16214.410000 sec): 3 clusters
  Score: Raw -2193387.997080 + Penalty 3177.179925 = -2190210.817155
  nChanged 653
		SP:Iteration 22Q (16214.640000 sec): 3 clusters
  Score: Raw -2193746.798442 + Penalty 3177.179925 = -2190569.618516
  nChanged 746
		SP:Iteration 23Q (16214.910000 sec): 3 clusters
  Score: Raw -2194206.752785 + Penalty 3177.179925 = -2191029.572859
  nChanged 781
		SP:Iteration 24Q (16215.150000 sec): 3 clusters
  Score: Raw -2194685.938774 + Penalty 3177.179925 = -2191508.758848
  nChanged 663
		SP:Iteration 25Q (16215.380000 sec): 3 clusters
  Score: Raw -2195010.153658 + Penalty 3177.179925 = -2191832.973733
  nChanged 502
		SP:Iteration 26Q (16215.650000 sec): 3 clusters
  Score: Raw -2195190.672509 + Penalty 3177.179925 = -2192013.492584
  nChanged 341
		SP:Iteration 27Q (16215.910000 sec): 3 clusters
  Score: Raw -2195285.273599 + Penalty 3177.179925 = -2192108.093674
  nChanged 271
		SP:Iteration 28Q (16216.130000 sec): 3 clusters
  Score: Raw -2195354.149642 + Penalty 3177.179925 = -2192176.969717
  nChanged 201
		SP:Iteration 29Q (16216.360000 sec): 3 clusters
  Score: Raw -2195403.220884 + Penalty 3177.179925 = -2192226.040958
  nChanged 183
		SP:Iteration 30Q (16216.630000 sec): 3 clusters
  Score: Raw -2195449.998792 + Penalty 3177.179925 = -2192272.818867
  nChanged 165
		SP:Iteration 31Q (16216.880000 sec): 3 clusters
  Score: Raw -2195491.662995 + Penalty 3177.179925 = -2192314.483069
  nChanged 138
		SP:Iteration 32Q (16217.100000 sec): 3 clusters
  Score: Raw -2195525.164646 + Penalty 3177.179925 = -2192347.984721
  nChanged 142
		SP:Iteration 33Q (16217.330000 sec): 3 clusters
  Score: Raw -2195557.430401 + Penalty 3177.179925 = -2192380.250475
  nChanged 132
		SP:Iteration 34Q (16217.540000 sec): 3 clusters
  Score: Raw -2195587.058120 + Penalty 3177.179925 = -2192409.878195
  nChanged 123
		SP:Iteration 35Q (16217.820000 sec): 3 clusters
  Score: Raw -2195618.251754 + Penalty 3177.179925 = -2192441.071829
  nChanged 152
		SP:Iteration 36Q (16218.070000 sec): 3 clusters
  Score: Raw -2195661.120327 + Penalty 3177.179925 = -2192483.940402
  nChanged 157
		SP:Iteration 37Q (16218.310000 sec): 3 clusters
  Score: Raw -2195711.835338 + Penalty 3177.179925 = -2192534.655413
  nChanged 155
		SP:Iteration 38Q (16218.560000 sec): 3 clusters
  Score: Raw -2195753.662056 + Penalty 3177.179925 = -2192576.482130
  nChanged 147
		SP:Iteration 39Q (16218.790000 sec): 3 clusters
  Score: Raw -2195791.780973 + Penalty 3177.179925 = -2192614.601047
  nChanged 140
		SP:Iteration 40F (16219.070000 sec): 3 clusters
  Score: Raw -2195830.918397 + Penalty 3177.179925 = -2192653.738472
  nChanged 148
		SP:Iteration 41Q (16219.310000 sec): 3 clusters
  Score: Raw -2195872.574842 + Penalty 3177.179925 = -2192695.394916
  nChanged 145
		SP:Iteration 42Q (16219.580000 sec): 3 clusters
  Score: Raw -2195909.436236 + Penalty 3177.179925 = -2192732.256310
  nChanged 146
		SP:Iteration 43Q (16219.800000 sec): 3 clusters
  Score: Raw -2195954.903647 + Penalty 3177.179925 = -2192777.723722
  nChanged 155
		SP:Iteration 44Q (16220.080000 sec): 3 clusters
  Score: Raw -2196014.531317 + Penalty 3177.179925 = -2192837.351392
  nChanged 190
		SP:Iteration 45Q (16220.340000 sec): 3 clusters
  Score: Raw -2196083.104788 + Penalty 3177.179925 = -2192905.924862
  nChanged 172
		SP:Iteration 46Q (16220.520000 sec): 3 clusters
  Score: Raw -2196138.274175 + Penalty 3177.179925 = -2192961.094250
  nChanged 160
		SP:Iteration 47Q (16220.770000 sec): 3 clusters
  Score: Raw -2196186.165168 + Penalty 3177.179925 = -2193008.985243
  nChanged 166
		SP:Iteration 48Q (16221.020000 sec): 3 clusters
  Score: Raw -2196239.860670 + Penalty 3177.179925 = -2193062.680744
  nChanged 149
		SP:Iteration 49Q (16221.230000 sec): 3 clusters
  Score: Raw -2196284.765890 + Penalty 3177.179925 = -2193107.585965
  nChanged 149
		SP:Iteration 50Q (16221.500000 sec): 3 clusters
  Score: Raw -2196329.320789 + Penalty 3177.179925 = -2193152.140863
  nChanged 132
		SP:Iteration 51Q (16221.740000 sec): 3 clusters
  Score: Raw -2196368.384599 + Penalty 3177.179925 = -2193191.204674
  nChanged 132
		SP:Iteration 52Q (16221.960000 sec): 3 clusters
  Score: Raw -2196407.137381 + Penalty 3177.179925 = -2193229.957455
  nChanged 143
		SP:Iteration 53Q (16222.200000 sec): 3 clusters
  Score: Raw -2196455.725689 + Penalty 3177.179925 = -2193278.545764
  nChanged 149
		SP:Iteration 54Q (16222.460000 sec): 3 clusters
  Score: Raw -2196507.383787 + Penalty 3177.179925 = -2193330.203862
  nChanged 148
		SP:Iteration 55Q (16222.680000 sec): 3 clusters
  Score: Raw -2196556.301758 + Penalty 3177.179925 = -2193379.121833
  nChanged 148
		SP:Iteration 56Q (16222.920000 sec): 3 clusters
  Score: Raw -2196600.902950 + Penalty 3177.179925 = -2193423.723024
  nChanged 125
		SP:Iteration 57Q (16223.160000 sec): 3 clusters
  Score: Raw -2196640.339854 + Penalty 3177.179925 = -2193463.159928
  nChanged 123
		SP:Iteration 58Q (16223.400000 sec): 3 clusters
  Score: Raw -2196678.389078 + Penalty 3177.179925 = -2193501.209153
  nChanged 126
		SP:Iteration 59Q (16223.660000 sec): 3 clusters
  Score: Raw -2196722.591337 + Penalty 3177.179925 = -2193545.411411
  nChanged 154
		SP:Iteration 60F (16223.880000 sec): 3 clusters
  Score: Raw -2196774.679013 + Penalty 3177.179925 = -2193597.499088
  nChanged 147
		SP:Iteration 61Q (16224.140000 sec): 3 clusters
  Score: Raw -2196823.589206 + Penalty 3177.179925 = -2193646.409281
  nChanged 146
		SP:Iteration 62Q (16224.350000 sec): 3 clusters
  Score: Raw -2196877.865550 + Penalty 3177.179925 = -2193700.685624
  nChanged 156
		SP:Iteration 63Q (16224.610000 sec): 3 clusters
  Score: Raw -2196935.333418 + Penalty 3177.179925 = -2193758.153493
  nChanged 158
		SP:Iteration 64Q (16224.840000 sec): 3 clusters
  Score: Raw -2196994.240771 + Penalty 3177.179925 = -2193817.060846
  nChanged 153
		SP:Iteration 65Q (16225.100000 sec): 3 clusters
  Score: Raw -2197051.779039 + Penalty 3177.179925 = -2193874.599113
  nChanged 141
		SP:Iteration 66Q (16225.320000 sec): 3 clusters
  Score: Raw -2197112.382401 + Penalty 3177.179925 = -2193935.202475
  nChanged 140
		SP:Iteration 67Q (16225.550000 sec): 3 clusters
  Score: Raw -2197171.513481 + Penalty 3177.179925 = -2193994.333556
  nChanged 150
		SP:Iteration 68Q (16225.810000 sec): 3 clusters
  Score: Raw -2197237.042022 + Penalty 3177.179925 = -2194059.862097
  nChanged 133
		SP:Iteration 69Q (16226.030000 sec): 3 clusters
  Score: Raw -2197299.597960 + Penalty 3177.179925 = -2194122.418035
  nChanged 121
		SP:Iteration 70Q (16226.280000 sec): 3 clusters
  Score: Raw -2197355.524622 + Penalty 3177.179925 = -2194178.344696
  nChanged 121
		SP:Iteration 71Q (16226.520000 sec): 3 clusters
  Score: Raw -2197411.049130 + Penalty 3177.179925 = -2194233.869205
  nChanged 106
		SP:Iteration 72Q (16226.780000 sec): 3 clusters
  Score: Raw -2197462.598712 + Penalty 3177.179925 = -2194285.418787
  nChanged 106
		SP:Iteration 73Q (16227.000000 sec): 3 clusters
  Score: Raw -2197513.378602 + Penalty 3177.179925 = -2194336.198676
  nChanged 92
		SP:Iteration 74Q (16227.300000 sec): 3 clusters
  Score: Raw -2197553.930208 + Penalty 3177.179925 = -2194376.750283
  nChanged 78
		SP:Iteration 75Q (16227.480000 sec): 3 clusters
  Score: Raw -2197590.786671 + Penalty 3177.179925 = -2194413.606745
  nChanged 63
		SP:Iteration 76Q (16227.720000 sec): 3 clusters
  Score: Raw -2197617.755594 + Penalty 3177.179925 = -2194440.575668
  nChanged 46
		SP:Iteration 77Q (16227.920000 sec): 3 clusters
  Score: Raw -2197637.877776 + Penalty 3177.179925 = -2194460.697850
  nChanged 37
		SP:Iteration 78Q (16228.170000 sec): 3 clusters
  Score: Raw -2197654.144272 + Penalty 3177.179925 = -2194476.964346
  nChanged 28
		SP:Iteration 79Q (16228.380000 sec): 3 clusters
  Score: Raw -2197663.564274 + Penalty 3177.179925 = -2194486.384348
  nChanged 18
		SP:Iteration 80F (16228.650000 sec): 3 clusters
  Score: Raw -2197670.012232 + Penalty 3177.179925 = -2194492.832307
  nChanged 15
		SP:Iteration 81Q (16228.890000 sec): 3 clusters
  Score: Raw -2197676.260715 + Penalty 3177.179925 = -2194499.080790
  nChanged 20
		SP:Iteration 82Q (16229.100000 sec): 3 clusters
  Score: Raw -2197682.908874 + Penalty 3177.179925 = -2194505.728948
  nChanged 17
		SP:Iteration 83Q (16229.330000 sec): 3 clusters
  Score: Raw -2197688.065604 + Penalty 3177.179925 = -2194510.885679
  nChanged 12
		SP:Iteration 84Q (16229.550000 sec): 3 clusters
  Score: Raw -2197692.882221 + Penalty 3177.179925 = -2194515.702296
  nChanged 12
		SP:Iteration 85Q (16229.760000 sec): 3 clusters
  Score: Raw -2197697.519617 + Penalty 3177.179925 = -2194520.339692
  nChanged 13
		SP:Iteration 86Q (16229.990000 sec): 3 clusters
  Score: Raw -2197704.116447 + Penalty 3177.179925 = -2194526.936522
  nChanged 19
		SP:Iteration 87Q (16230.230000 sec): 3 clusters
  Score: Raw -2197711.522836 + Penalty 3177.179925 = -2194534.342910
  nChanged 15
		SP:Iteration 88Q (16230.480000 sec): 3 clusters
  Score: Raw -2197717.424703 + Penalty 3177.179925 = -2194540.244778
  nChanged 16
		SP:Iteration 89Q (16230.670000 sec): 3 clusters
  Score: Raw -2197724.021973 + Penalty 3177.179925 = -2194546.842048
  nChanged 19
		SP:Iteration 90Q (16230.890000 sec): 3 clusters
  Score: Raw -2197732.050788 + Penalty 3177.179925 = -2194554.870862
  nChanged 16
		SP:Iteration 91Q (16231.100000 sec): 3 clusters
  Score: Raw -2197738.245419 + Penalty 3177.179925 = -2194561.065493
  nChanged 21
		SP:Iteration 92Q (16231.290000 sec): 3 clusters
  Score: Raw -2197751.108106 + Penalty 3177.179925 = -2194573.928181
  nChanged 20
		SP:Iteration 93Q (16231.540000 sec): 3 clusters
  Score: Raw -2197760.736101 + Penalty 3177.179925 = -2194583.556176
  nChanged 20
		SP:Iteration 94Q (16231.750000 sec): 3 clusters
  Score: Raw -2197769.261867 + Penalty 3177.179925 = -2194592.081942
  nChanged 20
		SP:Iteration 95Q (16231.970000 sec): 3 clusters
  Score: Raw -2197776.350319 + Penalty 3177.179925 = -2194599.170394
  nChanged 13
		SP:Iteration 96Q (16232.210000 sec): 3 clusters
  Score: Raw -2197780.056217 + Penalty 3177.179925 = -2194602.876292
  nChanged 9
		SP:Iteration 97Q (16232.430000 sec): 3 clusters
  Score: Raw -2197783.110222 + Penalty 3177.179925 = -2194605.930297
  nChanged 4
		SP:Iteration 98Q (16232.670000 sec): 3 clusters
  Score: Raw -2197784.192714 + Penalty 3177.179925 = -2194607.012789
  nChanged 5
		SP:Iteration 99Q (16232.910000 sec): 3 clusters
  Score: Raw -2197785.709655 + Penalty 3177.179925 = -2194608.529730
  nChanged 3
		SP:Iteration 100F (16233.150000 sec): 3 clusters
  Score: Raw -2197786.200115 + Penalty 3177.179925 = -2194609.020190
  nChanged 1
		SP:Iteration 101Q (16233.380000 sec): 3 clusters
  Score: Raw -2197786.455315 + Penalty 3177.179925 = -2194609.275390
  nChanged 0
		SP:Iteration 102F (16233.580000 sec): 3 clusters
  Score: Raw -2197786.455315 + Penalty 3177.179925 = -2194609.275390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16233.730000 sec): 2 clusters
  Score: Raw -146764.155415 + Penalty 1166.017078 = -145598.138336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16233.880000 sec): 3 clusters
  Score: Raw -146290.593502 + Penalty 2332.034157 = -143958.559345
  nChanged 398
		SP:Iteration 1F (16234.060000 sec): 3 clusters
  Score: Raw -146643.658134 + Penalty 2332.034157 = -144311.623977
  nChanged 120
		SP:Iteration 2F (16234.230000 sec): 3 clusters
  Score: Raw -146810.285903 + Penalty 2332.034157 = -144478.251746
  nChanged 59
		SP:Iteration 3Q (16234.430000 sec): 3 clusters
  Score: Raw -146890.270248 + Penalty 2332.034157 = -144558.236091
  nChanged 51
		SP:Iteration 4Q (16234.590000 sec): 3 clusters
  Score: Raw -146945.650885 + Penalty 2332.034157 = -144613.616728
  nChanged 38
		SP:Iteration 5Q (16234.750000 sec): 3 clusters
  Score: Raw -146992.561807 + Penalty 2332.034157 = -144660.527650
  nChanged 30
		SP:Iteration 6Q (16234.940000 sec): 3 clusters
  Score: Raw -147023.971479 + Penalty 2332.034157 = -144691.937322
  nChanged 32
		SP:Iteration 7Q (16235.090000 sec): 3 clusters
  Score: Raw -147051.256179 + Penalty 2332.034157 = -144719.222022
  nChanged 28
		SP:Iteration 8Q (16235.310000 sec): 3 clusters
  Score: Raw -147071.979511 + Penalty 2332.034157 = -144739.945354
  nChanged 18
		SP:Iteration 9Q (16235.500000 sec): 3 clusters
  Score: Raw -147085.673236 + Penalty 2332.034157 = -144753.639079
  nChanged 15
		SP:Iteration 10Q (16235.680000 sec): 3 clusters
  Score: Raw -147098.231641 + Penalty 2332.034157 = -144766.197484
  nChanged 11
		SP:Iteration 11Q (16235.840000 sec): 3 clusters
  Score: Raw -147108.891793 + Penalty 2332.034157 = -144776.857636
  nChanged 14
		SP:Iteration 12Q (16236.020000 sec): 3 clusters
  Score: Raw -147120.697101 + Penalty 2332.034157 = -144788.662944
  nChanged 8
		SP:Iteration 13Q (16236.200000 sec): 3 clusters
  Score: Raw -147126.630749 + Penalty 2332.034157 = -144794.596592
  nChanged 10
		SP:Iteration 14Q (16236.380000 sec): 3 clusters
  Score: Raw -147132.286969 + Penalty 2332.034157 = -144800.252812
  nChanged 7
		SP:Iteration 15Q (16236.560000 sec): 3 clusters
  Score: Raw -147135.536690 + Penalty 2332.034157 = -144803.502533
  nChanged 6
		SP:Iteration 16Q (16236.790000 sec): 3 clusters
  Score: Raw -147138.331149 + Penalty 2332.034157 = -144806.296992
  nChanged 6
		SP:Iteration 17Q (16236.940000 sec): 3 clusters
  Score: Raw -147141.209789 + Penalty 2332.034157 = -144809.175632
  nChanged 4
		SP:Iteration 18Q (16237.100000 sec): 3 clusters
  Score: Raw -147143.892361 + Penalty 2332.034157 = -144811.858204
  nChanged 4
		SP:Iteration 19Q (16237.300000 sec): 3 clusters
  Score: Raw -147146.657844 + Penalty 2332.034157 = -144814.623687
  nChanged 4
		SP:Iteration 20F (16237.520000 sec): 3 clusters
  Score: Raw -147149.653387 + Penalty 2332.034157 = -144817.619230
  nChanged 11
		SP:Iteration 21Q (16237.690000 sec): 3 clusters
  Score: Raw -147164.277009 + Penalty 2332.034157 = -144832.242852
  nChanged 13
		SP:Iteration 22Q (16237.860000 sec): 3 clusters
  Score: Raw -147171.057738 + Penalty 2332.034157 = -144839.023582
  nChanged 7
		SP:Iteration 23Q (16238.030000 sec): 3 clusters
  Score: Raw -147174.776753 + Penalty 2332.034157 = -144842.742596
  nChanged 7
		SP:Iteration 24Q (16238.190000 sec): 3 clusters
  Score: Raw -147182.082831 + Penalty 2332.034157 = -144850.048674
  nChanged 11
		SP:Iteration 25Q (16238.400000 sec): 3 clusters
  Score: Raw -147191.984299 + Penalty 2332.034157 = -144859.950142
  nChanged 12
		SP:Iteration 26Q (16238.580000 sec): 3 clusters
  Score: Raw -147201.378994 + Penalty 2332.034157 = -144869.344837
  nChanged 8
		SP:Iteration 27Q (16238.760000 sec): 3 clusters
  Score: Raw -147208.730486 + Penalty 2332.034157 = -144876.696330
  nChanged 7
		SP:Iteration 28Q (16238.960000 sec): 3 clusters
  Score: Raw -147213.677077 + Penalty 2332.034157 = -144881.642920
  nChanged 4
		SP:Iteration 29Q (16239.160000 sec): 3 clusters
  Score: Raw -147216.953127 + Penalty 2332.034157 = -144884.918970
  nChanged 6
		SP:Iteration 30Q (16239.340000 sec): 3 clusters
  Score: Raw -147220.887299 + Penalty 2332.034157 = -144888.853142
  nChanged 6
		SP:Iteration 31Q (16239.500000 sec): 3 clusters
  Score: Raw -147223.851314 + Penalty 2332.034157 = -144891.817157
  nChanged 6
		SP:Iteration 32Q (16239.670000 sec): 3 clusters
  Score: Raw -147227.076618 + Penalty 2332.034157 = -144895.042462
  nChanged 1
		SP:Iteration 33Q (16239.860000 sec): 3 clusters
  Score: Raw -147227.217836 + Penalty 2332.034157 = -144895.183679
  nChanged 0
		SP:Iteration 34F (16240.030000 sec): 3 clusters
  Score: Raw -147227.217836 + Penalty 2332.034157 = -144895.183679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16240.140000 sec): 2 clusters
  Score: Raw -30302.329339 + Penalty 946.244958 = -29356.084381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16240.280000 sec): 3 clusters
  Score: Raw -30379.444303 + Penalty 1892.489916 = -28486.954387
  nChanged 100
		SP:Iteration 1F (16240.470000 sec): 3 clusters
  Score: Raw -30745.518690 + Penalty 1892.489916 = -28853.028774
  nChanged 38
		SP:Iteration 2F (16240.670000 sec): 3 clusters
  Score: Raw -30910.614790 + Penalty 1892.489916 = -29018.124874
  nChanged 19
		SP:Iteration 3F (16240.880000 sec): 3 clusters
  Score: Raw -31003.891896 + Penalty 1892.489916 = -29111.401980
  nChanged 17
		SP:Iteration 4F (16241.040000 sec): 3 clusters
  Score: Raw -31126.237809 + Penalty 1892.489916 = -29233.747893
  nChanged 17
		SP:Iteration 5F (16241.240000 sec): 3 clusters
  Score: Raw -31261.523226 + Penalty 1892.489916 = -29369.033310
  nChanged 14
		SP:Iteration 6Q (16241.400000 sec): 3 clusters
  Score: Raw -31345.488745 + Penalty 1892.489916 = -29452.998829
  nChanged 7
		SP:Iteration 7Q (16241.560000 sec): 3 clusters
  Score: Raw -31395.451960 + Penalty 1892.489916 = -29502.962044
  nChanged 5
		SP:Iteration 8Q (16241.760000 sec): 3 clusters
  Score: Raw -31421.977589 + Penalty 1892.489916 = -29529.487673
  nChanged 1
		SP:Iteration 9Q (16241.940000 sec): 3 clusters
  Score: Raw -31425.088941 + Penalty 1892.489916 = -29532.599025
  nChanged 0
		SP:Iteration 10F (16242.100000 sec): 3 clusters
  Score: Raw -31425.088941 + Penalty 1892.489916 = -29532.599025
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16242.190000 sec): 2 clusters
  Score: Raw -19845.441716 + Penalty 846.541500 = -18998.900216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16242.370000 sec): 3 clusters
  Score: Raw -19951.077977 + Penalty 1693.083000 = -18257.994977
  nChanged 30
		SP:Iteration 1F (16242.560000 sec): 3 clusters
  Score: Raw -20074.827264 + Penalty 1693.083000 = -18381.744265
  nChanged 10
		SP:Iteration 2F (16242.690000 sec): 3 clusters
  Score: Raw -20137.715849 + Penalty 1693.083000 = -18444.632849
  nChanged 5
		SP:Iteration 3Q (16242.870000 sec): 3 clusters
  Score: Raw -20192.807248 + Penalty 1693.083000 = -18499.724249
  nChanged 3
		SP:Iteration 4Q (16243.030000 sec): 3 clusters
  Score: Raw -20203.937764 + Penalty 1693.083000 = -18510.854765
  nChanged 3
		SP:Iteration 5Q (16243.230000 sec): 3 clusters
  Score: Raw -20214.747646 + Penalty 1693.083000 = -18521.664647
  nChanged 3
		SP:Iteration 6Q (16243.370000 sec): 3 clusters
  Score: Raw -20224.827651 + Penalty 1693.083000 = -18531.744651
  nChanged 2
		SP:Iteration 7Q (16243.540000 sec): 3 clusters
  Score: Raw -20235.101688 + Penalty 1693.083000 = -18542.018688
  nChanged 1
		SP:Iteration 8Q (16243.720000 sec): 3 clusters
  Score: Raw -20238.060966 + Penalty 1693.083000 = -18544.977967
  nChanged 1
		SP:Iteration 9Q (16243.940000 sec): 3 clusters
  Score: Raw -20240.231354 + Penalty 1693.083000 = -18547.148355
  nChanged 0
		SP:Iteration 10F (16244.110000 sec): 3 clusters
  Score: Raw -20240.231354 + Penalty 1693.083000 = -18547.148355
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16244.240000 sec): 2 clusters
  Score: Raw -1704601.154081 + Penalty 1556.340559 = -1703044.813522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16244.490000 sec): 3 clusters
  Score: Raw -1696176.899413 + Penalty 3112.681119 = -1693064.218294
  nChanged 6384
		SP:Iteration 1F (16244.700000 sec): 3 clusters
  Score: Raw -1699749.283978 + Penalty 3112.681119 = -1696636.602859
  nChanged 887
		SP:Iteration 2F (16244.900000 sec): 3 clusters
  Score: Raw -1700173.760571 + Penalty 3112.681119 = -1697061.079452
  nChanged 888
		SP:Iteration 3F (16245.150000 sec): 3 clusters
  Score: Raw -1700657.571424 + Penalty 3112.681119 = -1697544.890305
  nChanged 886
		SP:Iteration 4F (16245.350000 sec): 3 clusters
  Score: Raw -1701215.305857 + Penalty 3112.681119 = -1698102.624738
  nChanged 935
		SP:Iteration 5F (16245.560000 sec): 3 clusters
  Score: Raw -1701877.237782 + Penalty 3112.681119 = -1698764.556664
  nChanged 932
		SP:Iteration 6F (16245.770000 sec): 3 clusters
  Score: Raw -1702641.691506 + Penalty 3112.681119 = -1699529.010387
  nChanged 839
		SP:Iteration 7F (16245.970000 sec): 3 clusters
  Score: Raw -1703401.427151 + Penalty 3112.681119 = -1700288.746032
  nChanged 634
		SP:Iteration 8Q (16246.210000 sec): 3 clusters
  Score: Raw -1703935.989089 + Penalty 3112.681119 = -1700823.307970
  nChanged 436
		SP:Iteration 9Q (16246.440000 sec): 3 clusters
  Score: Raw -1704281.598591 + Penalty 3112.681119 = -1701168.917472
  nChanged 268
		SP:Iteration 10Q (16246.690000 sec): 3 clusters
  Score: Raw -1704490.257243 + Penalty 3112.681119 = -1701377.576124
  nChanged 189
		SP:Iteration 11Q (16246.900000 sec): 3 clusters
  Score: Raw -1704636.929521 + Penalty 3112.681119 = -1701524.248402
  nChanged 115
		SP:Iteration 12Q (16247.110000 sec): 3 clusters
  Score: Raw -1704718.234731 + Penalty 3112.681119 = -1701605.553612
  nChanged 86
		SP:Iteration 13Q (16247.350000 sec): 3 clusters
  Score: Raw -1704785.418028 + Penalty 3112.681119 = -1701672.736909
  nChanged 56
		SP:Iteration 14Q (16247.550000 sec): 3 clusters
  Score: Raw -1704828.554894 + Penalty 3112.681119 = -1701715.873775
  nChanged 31
		SP:Iteration 15Q (16247.790000 sec): 3 clusters
  Score: Raw -1704851.392600 + Penalty 3112.681119 = -1701738.711482
  nChanged 14
		SP:Iteration 16Q (16247.980000 sec): 3 clusters
  Score: Raw -1704860.305446 + Penalty 3112.681119 = -1701747.624327
  nChanged 7
		SP:Iteration 17Q (16248.230000 sec): 3 clusters
  Score: Raw -1704865.733247 + Penalty 3112.681119 = -1701753.052128
  nChanged 6
		SP:Iteration 18Q (16248.420000 sec): 3 clusters
  Score: Raw -1704871.993137 + Penalty 3112.681119 = -1701759.312018
  nChanged 12
		SP:Iteration 19Q (16248.670000 sec): 3 clusters
  Score: Raw -1704882.333859 + Penalty 3112.681119 = -1701769.652740
  nChanged 8
		SP:Iteration 20F (16248.890000 sec): 3 clusters
  Score: Raw -1704888.945506 + Penalty 3112.681119 = -1701776.264388
  nChanged 7
		SP:Iteration 21Q (16249.100000 sec): 3 clusters
  Score: Raw -1704896.097054 + Penalty 3112.681119 = -1701783.415935
  nChanged 7
		SP:Iteration 22Q (16249.340000 sec): 3 clusters
  Score: Raw -1704901.619553 + Penalty 3112.681119 = -1701788.938434
  nChanged 4
		SP:Iteration 23Q (16249.570000 sec): 3 clusters
  Score: Raw -1704904.665061 + Penalty 3112.681119 = -1701791.983942
  nChanged 3
		SP:Iteration 24Q (16249.790000 sec): 3 clusters
  Score: Raw -1704907.877899 + Penalty 3112.681119 = -1701795.196780
  nChanged 4
		SP:Iteration 25Q (16250.010000 sec): 3 clusters
  Score: Raw -1704910.956597 + Penalty 3112.681119 = -1701798.275479
  nChanged 4
		SP:Iteration 26Q (16250.270000 sec): 3 clusters
  Score: Raw -1704914.160604 + Penalty 3112.681119 = -1701801.479486
  nChanged 1
		SP:Iteration 27Q (16250.520000 sec): 3 clusters
  Score: Raw -1704914.524746 + Penalty 3112.681119 = -1701801.843627
  nChanged 1
		SP:Iteration 28Q (16250.720000 sec): 3 clusters
  Score: Raw -1704914.772307 + Penalty 3112.681119 = -1701802.091188
  nChanged 0
		SP:Iteration 29F (16250.930000 sec): 3 clusters
  Score: Raw -1704914.772307 + Penalty 3112.681119 = -1701802.091188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16251.090000 sec): 2 clusters
  Score: Raw -2266706.018295 + Penalty 1594.615043 = -2265111.403252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16251.350000 sec): 3 clusters
  Score: Raw -2255877.011832 + Penalty 3189.230086 = -2252687.781746
  nChanged 8152
		SP:Iteration 1F (16251.590000 sec): 3 clusters
  Score: Raw -2260318.381704 + Penalty 3189.230086 = -2257129.151618
  nChanged 994
		SP:Iteration 2F (16251.850000 sec): 3 clusters
  Score: Raw -2260740.267309 + Penalty 3189.230086 = -2257551.037223
  nChanged 986
		SP:Iteration 3F (16252.120000 sec): 3 clusters
  Score: Raw -2261238.869723 + Penalty 3189.230086 = -2258049.639637
  nChanged 971
		SP:Iteration 4F (16252.370000 sec): 3 clusters
  Score: Raw -2261862.850915 + Penalty 3189.230086 = -2258673.620829
  nChanged 1126
		SP:Iteration 5F (16252.580000 sec): 3 clusters
  Score: Raw -2262699.369702 + Penalty 3189.230086 = -2259510.139616
  nChanged 1211
		SP:Iteration 6F (16252.860000 sec): 3 clusters
  Score: Raw -2263577.425328 + Penalty 3189.230086 = -2260388.195242
  nChanged 1205
		SP:Iteration 7F (16253.070000 sec): 3 clusters
  Score: Raw -2264429.895681 + Penalty 3189.230086 = -2261240.665595
  nChanged 1075
		SP:Iteration 8F (16253.350000 sec): 3 clusters
  Score: Raw -2265057.093076 + Penalty 3189.230086 = -2261867.862990
  nChanged 840
		SP:Iteration 9Q (16253.630000 sec): 3 clusters
  Score: Raw -2265477.409972 + Penalty 3189.230086 = -2262288.179886
  nChanged 697
		SP:Iteration 10Q (16253.830000 sec): 3 clusters
  Score: Raw -2265812.582601 + Penalty 3189.230086 = -2262623.352515
  nChanged 552
		SP:Iteration 11Q (16254.060000 sec): 3 clusters
  Score: Raw -2266046.483884 + Penalty 3189.230086 = -2262857.253798
  nChanged 446
		SP:Iteration 12Q (16254.300000 sec): 3 clusters
  Score: Raw -2266237.198968 + Penalty 3189.230086 = -2263047.968882
  nChanged 396
		SP:Iteration 13Q (16254.520000 sec): 3 clusters
  Score: Raw -2266388.822934 + Penalty 3189.230086 = -2263199.592848
  nChanged 368
		SP:Iteration 14Q (16254.780000 sec): 3 clusters
  Score: Raw -2266501.640435 + Penalty 3189.230086 = -2263312.410349
  nChanged 297
		SP:Iteration 15Q (16254.990000 sec): 3 clusters
  Score: Raw -2266576.003272 + Penalty 3189.230086 = -2263386.773186
  nChanged 248
		SP:Iteration 16Q (16255.260000 sec): 3 clusters
  Score: Raw -2266629.637522 + Penalty 3189.230086 = -2263440.407436
  nChanged 201
		SP:Iteration 17Q (16255.500000 sec): 3 clusters
  Score: Raw -2266673.325018 + Penalty 3189.230086 = -2263484.094932
  nChanged 187
		SP:Iteration 18Q (16255.790000 sec): 3 clusters
  Score: Raw -2266714.015821 + Penalty 3189.230086 = -2263524.785735
  nChanged 194
		SP:Iteration 19Q (16256.020000 sec): 3 clusters
  Score: Raw -2266754.616024 + Penalty 3189.230086 = -2263565.385938
  nChanged 199
		SP:Iteration 20F (16256.280000 sec): 3 clusters
  Score: Raw -2266795.045527 + Penalty 3189.230086 = -2263605.815441
  nChanged 181
		SP:Iteration 21Q (16256.500000 sec): 3 clusters
  Score: Raw -2266828.957627 + Penalty 3189.230086 = -2263639.727541
  nChanged 169
		SP:Iteration 22Q (16256.750000 sec): 3 clusters
  Score: Raw -2266863.735676 + Penalty 3189.230086 = -2263674.505590
  nChanged 162
		SP:Iteration 23Q (16257.000000 sec): 3 clusters
  Score: Raw -2266893.292661 + Penalty 3189.230086 = -2263704.062575
  nChanged 140
		SP:Iteration 24Q (16257.240000 sec): 3 clusters
  Score: Raw -2266917.823474 + Penalty 3189.230086 = -2263728.593388
  nChanged 135
		SP:Iteration 25Q (16257.440000 sec): 3 clusters
  Score: Raw -2266941.895884 + Penalty 3189.230086 = -2263752.665798
  nChanged 149
		SP:Iteration 26Q (16257.730000 sec): 3 clusters
  Score: Raw -2266971.074020 + Penalty 3189.230086 = -2263781.843934
  nChanged 153
		SP:Iteration 27Q (16258.000000 sec): 3 clusters
  Score: Raw -2267000.234422 + Penalty 3189.230086 = -2263811.004336
  nChanged 148
		SP:Iteration 28Q (16258.220000 sec): 3 clusters
  Score: Raw -2267027.710428 + Penalty 3189.230086 = -2263838.480342
  nChanged 139
		SP:Iteration 29Q (16258.440000 sec): 3 clusters
  Score: Raw -2267053.030480 + Penalty 3189.230086 = -2263863.800394
  nChanged 140
		SP:Iteration 30Q (16258.660000 sec): 3 clusters
  Score: Raw -2267077.258988 + Penalty 3189.230086 = -2263888.028902
  nChanged 125
		SP:Iteration 31Q (16258.910000 sec): 3 clusters
  Score: Raw -2267097.755134 + Penalty 3189.230086 = -2263908.525048
  nChanged 118
		SP:Iteration 32Q (16259.140000 sec): 3 clusters
  Score: Raw -2267117.866244 + Penalty 3189.230086 = -2263928.636158
  nChanged 122
		SP:Iteration 33Q (16259.380000 sec): 3 clusters
  Score: Raw -2267141.036719 + Penalty 3189.230086 = -2263951.806633
  nChanged 108
		SP:Iteration 34Q (16259.610000 sec): 3 clusters
  Score: Raw -2267158.903520 + Penalty 3189.230086 = -2263969.673434
  nChanged 106
		SP:Iteration 35Q (16259.860000 sec): 3 clusters
  Score: Raw -2267177.656365 + Penalty 3189.230086 = -2263988.426279
  nChanged 89
		SP:Iteration 36Q (16260.090000 sec): 3 clusters
  Score: Raw -2267193.436372 + Penalty 3189.230086 = -2264004.206286
  nChanged 84
		SP:Iteration 37Q (16260.340000 sec): 3 clusters
  Score: Raw -2267206.060004 + Penalty 3189.230086 = -2264016.829918
  nChanged 74
		SP:Iteration 38Q (16260.570000 sec): 3 clusters
  Score: Raw -2267218.689368 + Penalty 3189.230086 = -2264029.459282
  nChanged 73
		SP:Iteration 39Q (16260.800000 sec): 3 clusters
  Score: Raw -2267231.019247 + Penalty 3189.230086 = -2264041.789161
  nChanged 75
		SP:Iteration 40F (16261.090000 sec): 3 clusters
  Score: Raw -2267246.315177 + Penalty 3189.230086 = -2264057.085091
  nChanged 81
		SP:Iteration 41Q (16261.310000 sec): 3 clusters
  Score: Raw -2267262.518591 + Penalty 3189.230086 = -2264073.288505
  nChanged 85
		SP:Iteration 42Q (16261.570000 sec): 3 clusters
  Score: Raw -2267278.434335 + Penalty 3189.230086 = -2264089.204249
  nChanged 79
		SP:Iteration 43Q (16261.780000 sec): 3 clusters
  Score: Raw -2267291.414979 + Penalty 3189.230086 = -2264102.184893
  nChanged 67
		SP:Iteration 44Q (16262.040000 sec): 3 clusters
  Score: Raw -2267301.009590 + Penalty 3189.230086 = -2264111.779504
  nChanged 45
		SP:Iteration 45Q (16262.310000 sec): 3 clusters
  Score: Raw -2267306.802744 + Penalty 3189.230086 = -2264117.572658
  nChanged 43
		SP:Iteration 46Q (16262.570000 sec): 3 clusters
  Score: Raw -2267311.752798 + Penalty 3189.230086 = -2264122.522712
  nChanged 38
		SP:Iteration 47Q (16262.790000 sec): 3 clusters
  Score: Raw -2267316.259744 + Penalty 3189.230086 = -2264127.029658
  nChanged 26
		SP:Iteration 48Q (16263.040000 sec): 3 clusters
  Score: Raw -2267318.859800 + Penalty 3189.230086 = -2264129.629714
  nChanged 22
		SP:Iteration 49Q (16263.300000 sec): 3 clusters
  Score: Raw -2267321.584080 + Penalty 3189.230086 = -2264132.353994
  nChanged 27
		SP:Iteration 50Q (16263.510000 sec): 3 clusters
  Score: Raw -2267325.589577 + Penalty 3189.230086 = -2264136.359491
  nChanged 37
		SP:Iteration 51Q (16263.750000 sec): 3 clusters
  Score: Raw -2267331.929413 + Penalty 3189.230086 = -2264142.699327
  nChanged 49
		SP:Iteration 52Q (16263.990000 sec): 3 clusters
  Score: Raw -2267340.134499 + Penalty 3189.230086 = -2264150.904413
  nChanged 39
		SP:Iteration 53Q (16264.260000 sec): 3 clusters
  Score: Raw -2267345.828330 + Penalty 3189.230086 = -2264156.598244
  nChanged 27
		SP:Iteration 54Q (16264.530000 sec): 3 clusters
  Score: Raw -2267349.887760 + Penalty 3189.230086 = -2264160.657674
  nChanged 30
		SP:Iteration 55Q (16264.770000 sec): 3 clusters
  Score: Raw -2267354.228396 + Penalty 3189.230086 = -2264164.998310
  nChanged 44
		SP:Iteration 56Q (16264.980000 sec): 3 clusters
  Score: Raw -2267360.941474 + Penalty 3189.230086 = -2264171.711388
  nChanged 38
		SP:Iteration 57Q (16265.230000 sec): 3 clusters
  Score: Raw -2267366.513327 + Penalty 3189.230086 = -2264177.283241
  nChanged 41
		SP:Iteration 58Q (16265.440000 sec): 3 clusters
  Score: Raw -2267372.572688 + Penalty 3189.230086 = -2264183.342602
  nChanged 39
		SP:Iteration 59Q (16265.730000 sec): 3 clusters
  Score: Raw -2267378.965332 + Penalty 3189.230086 = -2264189.735246
  nChanged 33
		SP:Iteration 60F (16265.960000 sec): 3 clusters
  Score: Raw -2267385.719844 + Penalty 3189.230086 = -2264196.489758
  nChanged 30
		SP:Iteration 61Q (16266.220000 sec): 3 clusters
  Score: Raw -2267393.564106 + Penalty 3189.230086 = -2264204.334020
  nChanged 35
		SP:Iteration 62Q (16266.440000 sec): 3 clusters
  Score: Raw -2267401.120345 + Penalty 3189.230086 = -2264211.890259
  nChanged 31
		SP:Iteration 63Q (16266.700000 sec): 3 clusters
  Score: Raw -2267408.446167 + Penalty 3189.230086 = -2264219.216081
  nChanged 31
		SP:Iteration 64Q (16266.930000 sec): 3 clusters
  Score: Raw -2267413.995181 + Penalty 3189.230086 = -2264224.765095
  nChanged 28
		SP:Iteration 65Q (16267.140000 sec): 3 clusters
  Score: Raw -2267418.840764 + Penalty 3189.230086 = -2264229.610678
  nChanged 24
		SP:Iteration 66Q (16267.390000 sec): 3 clusters
  Score: Raw -2267423.111496 + Penalty 3189.230086 = -2264233.881410
  nChanged 27
		SP:Iteration 67Q (16267.620000 sec): 3 clusters
  Score: Raw -2267427.258951 + Penalty 3189.230086 = -2264238.028865
  nChanged 19
		SP:Iteration 68Q (16267.850000 sec): 3 clusters
  Score: Raw -2267429.907679 + Penalty 3189.230086 = -2264240.677593
  nChanged 14
		SP:Iteration 69Q (16268.080000 sec): 3 clusters
  Score: Raw -2267432.083343 + Penalty 3189.230086 = -2264242.853257
  nChanged 14
		SP:Iteration 70Q (16268.350000 sec): 3 clusters
  Score: Raw -2267434.251397 + Penalty 3189.230086 = -2264245.021311
  nChanged 14
		SP:Iteration 71Q (16268.590000 sec): 3 clusters
  Score: Raw -2267436.596681 + Penalty 3189.230086 = -2264247.366595
  nChanged 17
		SP:Iteration 72Q (16268.850000 sec): 3 clusters
  Score: Raw -2267438.556055 + Penalty 3189.230086 = -2264249.325969
  nChanged 11
		SP:Iteration 73Q (16269.070000 sec): 3 clusters
  Score: Raw -2267439.803376 + Penalty 3189.230086 = -2264250.573290
  nChanged 9
		SP:Iteration 74Q (16269.300000 sec): 3 clusters
  Score: Raw -2267440.738292 + Penalty 3189.230086 = -2264251.508206
  nChanged 5
		SP:Iteration 75Q (16269.540000 sec): 3 clusters
  Score: Raw -2267441.240935 + Penalty 3189.230086 = -2264252.010849
  nChanged 5
		SP:Iteration 76Q (16269.810000 sec): 3 clusters
  Score: Raw -2267442.109227 + Penalty 3189.230086 = -2264252.879141
  nChanged 7
		SP:Iteration 77Q (16270.010000 sec): 3 clusters
  Score: Raw -2267442.753490 + Penalty 3189.230086 = -2264253.523404
  nChanged 5
		SP:Iteration 78Q (16270.230000 sec): 3 clusters
  Score: Raw -2267443.155738 + Penalty 3189.230086 = -2264253.925652
  nChanged 4
		SP:Iteration 79Q (16270.460000 sec): 3 clusters
  Score: Raw -2267443.516121 + Penalty 3189.230086 = -2264254.286035
  nChanged 6
		SP:Iteration 80F (16270.720000 sec): 3 clusters
  Score: Raw -2267444.071670 + Penalty 3189.230086 = -2264254.841584
  nChanged 5
		SP:Iteration 81Q (16270.930000 sec): 3 clusters
  Score: Raw -2267444.804576 + Penalty 3189.230086 = -2264255.574490
  nChanged 10
		SP:Iteration 82Q (16271.160000 sec): 3 clusters
  Score: Raw -2267446.683965 + Penalty 3189.230086 = -2264257.453879
  nChanged 6
		SP:Iteration 83Q (16271.430000 sec): 3 clusters
  Score: Raw -2267447.269025 + Penalty 3189.230086 = -2264258.038939
  nChanged 7
		SP:Iteration 84Q (16271.690000 sec): 3 clusters
  Score: Raw -2267447.964505 + Penalty 3189.230086 = -2264258.734419
  nChanged 7
		SP:Iteration 85Q (16271.920000 sec): 3 clusters
  Score: Raw -2267448.660997 + Penalty 3189.230086 = -2264259.430911
  nChanged 2
		SP:Iteration 86Q (16272.180000 sec): 3 clusters
  Score: Raw -2267449.231820 + Penalty 3189.230086 = -2264260.001734
  nChanged 12
		SP:Iteration 87Q (16272.430000 sec): 3 clusters
  Score: Raw -2267451.556352 + Penalty 3189.230086 = -2264262.326266
  nChanged 11
		SP:Iteration 88Q (16272.650000 sec): 3 clusters
  Score: Raw -2267453.589034 + Penalty 3189.230086 = -2264264.358948
  nChanged 16
		SP:Iteration 89Q (16272.910000 sec): 3 clusters
  Score: Raw -2267455.735416 + Penalty 3189.230086 = -2264266.505330
  nChanged 18
		SP:Iteration 90Q (16273.150000 sec): 3 clusters
  Score: Raw -2267458.067285 + Penalty 3189.230086 = -2264268.837199
  nChanged 17
		SP:Iteration 91Q (16273.370000 sec): 3 clusters
  Score: Raw -2267460.570271 + Penalty 3189.230086 = -2264271.340185
  nChanged 15
		SP:Iteration 92Q (16273.650000 sec): 3 clusters
  Score: Raw -2267462.073452 + Penalty 3189.230086 = -2264272.843366
  nChanged 7
		SP:Iteration 93Q (16273.900000 sec): 3 clusters
  Score: Raw -2267462.895024 + Penalty 3189.230086 = -2264273.664938
  nChanged 10
		SP:Iteration 94Q (16274.140000 sec): 3 clusters
  Score: Raw -2267463.953074 + Penalty 3189.230086 = -2264274.722987
  nChanged 9
		SP:Iteration 95Q (16274.380000 sec): 3 clusters
  Score: Raw -2267465.278060 + Penalty 3189.230086 = -2264276.047974
  nChanged 7
		SP:Iteration 96Q (16274.640000 sec): 3 clusters
  Score: Raw -2267466.423182 + Penalty 3189.230086 = -2264277.193096
  nChanged 9
		SP:Iteration 97Q (16274.840000 sec): 3 clusters
  Score: Raw -2267467.520762 + Penalty 3189.230086 = -2264278.290676
  nChanged 10
		SP:Iteration 98Q (16275.100000 sec): 3 clusters
  Score: Raw -2267468.520982 + Penalty 3189.230086 = -2264279.290896
  nChanged 5
		SP:Iteration 99Q (16275.340000 sec): 3 clusters
  Score: Raw -2267469.165638 + Penalty 3189.230086 = -2264279.935551
  nChanged 5
		SP:Iteration 100F (16275.570000 sec): 3 clusters
  Score: Raw -2267469.552262 + Penalty 3189.230086 = -2264280.322176
  nChanged 4
		SP:Iteration 101Q (16275.820000 sec): 3 clusters
  Score: Raw -2267469.905236 + Penalty 3189.230086 = -2264280.675150
  nChanged 6
		SP:Iteration 102Q (16276.050000 sec): 3 clusters
  Score: Raw -2267470.705208 + Penalty 3189.230086 = -2264281.475122
  nChanged 5
		SP:Iteration 103Q (16276.290000 sec): 3 clusters
  Score: Raw -2267471.414129 + Penalty 3189.230086 = -2264282.184043
  nChanged 4
		SP:Iteration 104Q (16276.560000 sec): 3 clusters
  Score: Raw -2267471.939588 + Penalty 3189.230086 = -2264282.709502
  nChanged 5
		SP:Iteration 105Q (16276.810000 sec): 3 clusters
  Score: Raw -2267472.749485 + Penalty 3189.230086 = -2264283.519399
  nChanged 6
		SP:Iteration 106Q (16277.030000 sec): 3 clusters
  Score: Raw -2267473.862688 + Penalty 3189.230086 = -2264284.632602
  nChanged 5
		SP:Iteration 107Q (16277.280000 sec): 3 clusters
  Score: Raw -2267474.484043 + Penalty 3189.230086 = -2264285.253957
  nChanged 4
		SP:Iteration 108Q (16277.540000 sec): 3 clusters
  Score: Raw -2267475.086057 + Penalty 3189.230086 = -2264285.855971
  nChanged 4
		SP:Iteration 109Q (16277.770000 sec): 3 clusters
  Score: Raw -2267475.639574 + Penalty 3189.230086 = -2264286.409488
  nChanged 3
		SP:Iteration 110Q (16278.050000 sec): 3 clusters
  Score: Raw -2267476.209286 + Penalty 3189.230086 = -2264286.979200
  nChanged 2
		SP:Iteration 111Q (16278.240000 sec): 3 clusters
  Score: Raw -2267476.375153 + Penalty 3189.230086 = -2264287.145067
  nChanged 2
		SP:Iteration 112Q (16278.460000 sec): 3 clusters
  Score: Raw -2267476.479731 + Penalty 3189.230086 = -2264287.249645
  nChanged 1
		SP:Iteration 113Q (16278.710000 sec): 3 clusters
  Score: Raw -2267476.552648 + Penalty 3189.230086 = -2264287.322562
  nChanged 0
		SP:Iteration 114F (16278.900000 sec): 3 clusters
  Score: Raw -2267476.552648 + Penalty 3189.230086 = -2264287.322562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (1143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16279.040000 sec): 2 clusters
  Score: Raw -128779.257619 + Penalty 1144.229395 = -127635.028223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16279.180000 sec): 3 clusters
  Score: Raw -128422.359348 + Penalty 2288.458791 = -126133.900557
  nChanged 352
		SP:Iteration 1F (16279.360000 sec): 3 clusters
  Score: Raw -128743.551416 + Penalty 2288.458791 = -126455.092626
  nChanged 103
		SP:Iteration 2F (16279.520000 sec): 3 clusters
  Score: Raw -128888.301972 + Penalty 2288.458791 = -126599.843181
  nChanged 81
		SP:Iteration 3F (16279.690000 sec): 3 clusters
  Score: Raw -129035.028756 + Penalty 2288.458791 = -126746.569965
  nChanged 66
		SP:Iteration 4F (16279.890000 sec): 3 clusters
  Score: Raw -129172.213523 + Penalty 2288.458791 = -126883.754733
  nChanged 67
		SP:Iteration 5F (16280.020000 sec): 3 clusters
  Score: Raw -129294.553213 + Penalty 2288.458791 = -127006.094422
  nChanged 63
		SP:Iteration 6F (16280.190000 sec): 3 clusters
  Score: Raw -129370.507637 + Penalty 2288.458791 = -127082.048846
  nChanged 42
		SP:Iteration 7Q (16280.380000 sec): 3 clusters
  Score: Raw -129413.300725 + Penalty 2288.458791 = -127124.841934
  nChanged 20
		SP:Iteration 8Q (16280.540000 sec): 3 clusters
  Score: Raw -129437.101937 + Penalty 2288.458791 = -127148.643147
  nChanged 20
		SP:Iteration 9Q (16280.720000 sec): 3 clusters
  Score: Raw -129468.960742 + Penalty 2288.458791 = -127180.501951
  nChanged 21
		SP:Iteration 10Q (16280.860000 sec): 3 clusters
  Score: Raw -129503.475534 + Penalty 2288.458791 = -127215.016743
  nChanged 25
		SP:Iteration 11Q (16281.060000 sec): 3 clusters
  Score: Raw -129539.762539 + Penalty 2288.458791 = -127251.303748
  nChanged 28
		SP:Iteration 12Q (16281.250000 sec): 3 clusters
  Score: Raw -129577.655166 + Penalty 2288.458791 = -127289.196376
  nChanged 24
		SP:Iteration 13Q (16281.430000 sec): 3 clusters
  Score: Raw -129603.020932 + Penalty 2288.458791 = -127314.562141
  nChanged 15
		SP:Iteration 14Q (16281.600000 sec): 3 clusters
  Score: Raw -129626.557930 + Penalty 2288.458791 = -127338.099139
  nChanged 15
		SP:Iteration 15Q (16281.790000 sec): 3 clusters
  Score: Raw -129655.054227 + Penalty 2288.458791 = -127366.595437
  nChanged 22
		SP:Iteration 16Q (16281.950000 sec): 3 clusters
  Score: Raw -129708.127729 + Penalty 2288.458791 = -127419.668938
  nChanged 22
		SP:Iteration 17Q (16282.140000 sec): 3 clusters
  Score: Raw -129744.871493 + Penalty 2288.458791 = -127456.412702
  nChanged 12
		SP:Iteration 18Q (16282.310000 sec): 3 clusters
  Score: Raw -129763.563947 + Penalty 2288.458791 = -127475.105157
  nChanged 5
		SP:Iteration 19Q (16282.500000 sec): 3 clusters
  Score: Raw -129769.398383 + Penalty 2288.458791 = -127480.939592
  nChanged 7
		SP:Iteration 20F (16282.690000 sec): 3 clusters
  Score: Raw -129787.079504 + Penalty 2288.458791 = -127498.620713
  nChanged 5
		SP:Iteration 21Q (16282.870000 sec): 3 clusters
  Score: Raw -129841.786994 + Penalty 2288.458791 = -127553.328204
  nChanged 12
		SP:Iteration 22Q (16283.070000 sec): 3 clusters
  Score: Raw -129888.153128 + Penalty 2288.458791 = -127599.694338
  nChanged 17
		SP:Iteration 23Q (16283.250000 sec): 3 clusters
  Score: Raw -129923.625427 + Penalty 2288.458791 = -127635.166636
  nChanged 7
		SP:Iteration 24Q (16283.420000 sec): 3 clusters
  Score: Raw -129933.001686 + Penalty 2288.458791 = -127644.542895
  nChanged 7
		SP:Iteration 25Q (16283.630000 sec): 3 clusters
  Score: Raw -129947.589779 + Penalty 2288.458791 = -127659.130988
  nChanged 8
		SP:Iteration 26Q (16283.770000 sec): 3 clusters
  Score: Raw -129963.162041 + Penalty 2288.458791 = -127674.703251
  nChanged 11
		SP:Iteration 27Q (16283.970000 sec): 3 clusters
  Score: Raw -129995.488923 + Penalty 2288.458791 = -127707.030132
  nChanged 15
		SP:Iteration 28Q (16284.170000 sec): 3 clusters
  Score: Raw -130026.181484 + Penalty 2288.458791 = -127737.722693
  nChanged 10
		SP:Iteration 29Q (16284.350000 sec): 3 clusters
  Score: Raw -130038.449735 + Penalty 2288.458791 = -127749.990945
  nChanged 4
		SP:Iteration 30Q (16284.500000 sec): 3 clusters
  Score: Raw -130041.086158 + Penalty 2288.458791 = -127752.627368
  nChanged 2
		SP:Iteration 31Q (16284.700000 sec): 3 clusters
  Score: Raw -130043.805548 + Penalty 2288.458791 = -127755.346757
  nChanged 1
		SP:Iteration 32Q (16284.860000 sec): 3 clusters
  Score: Raw -130044.607672 + Penalty 2288.458791 = -127756.148881
  nChanged 0
		SP:Iteration 33F (16285.040000 sec): 3 clusters
  Score: Raw -130045.468788 + Penalty 2288.458791 = -127757.009997
  nChanged 1
		SP:Iteration 34Q (16285.210000 sec): 3 clusters
  Score: Raw -130052.453534 + Penalty 2288.458791 = -127763.994744
  nChanged 0
		SP:Iteration 35F (16285.370000 sec): 3 clusters
  Score: Raw -130052.453534 + Penalty 2288.458791 = -127763.994744
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (3282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16285.480000 sec): 2 clusters
  Score: Raw -377303.458782 + Penalty 1315.633844 = -375987.824938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16285.670000 sec): 3 clusters
  Score: Raw -375733.033118 + Penalty 2631.267688 = -373101.765429
  nChanged 1265
		SP:Iteration 1F (16285.840000 sec): 3 clusters
  Score: Raw -376529.893975 + Penalty 2631.267688 = -373898.626287
  nChanged 286
		SP:Iteration 2F (16285.980000 sec): 3 clusters
  Score: Raw -376780.387535 + Penalty 2631.267688 = -374149.119847
  nChanged 231
		SP:Iteration 3F (16286.200000 sec): 3 clusters
  Score: Raw -376985.076900 + Penalty 2631.267688 = -374353.809212
  nChanged 206
		SP:Iteration 4F (16286.340000 sec): 3 clusters
  Score: Raw -377150.390553 + Penalty 2631.267688 = -374519.122865
  nChanged 147
		SP:Iteration 5Q (16286.520000 sec): 3 clusters
  Score: Raw -377257.827854 + Penalty 2631.267688 = -374626.560166
  nChanged 117
		SP:Iteration 6Q (16286.720000 sec): 3 clusters
  Score: Raw -377334.727511 + Penalty 2631.267688 = -374703.459823
  nChanged 96
		SP:Iteration 7Q (16286.900000 sec): 3 clusters
  Score: Raw -377398.637329 + Penalty 2631.267688 = -374767.369640
  nChanged 101
		SP:Iteration 8Q (16287.090000 sec): 3 clusters
  Score: Raw -377467.538240 + Penalty 2631.267688 = -374836.270551
  nChanged 84
		SP:Iteration 9Q (16287.310000 sec): 3 clusters
  Score: Raw -377513.069798 + Penalty 2631.267688 = -374881.802109
  nChanged 60
		SP:Iteration 10Q (16287.450000 sec): 3 clusters
  Score: Raw -377540.906983 + Penalty 2631.267688 = -374909.639295
  nChanged 42
		SP:Iteration 11Q (16287.600000 sec): 3 clusters
  Score: Raw -377562.908659 + Penalty 2631.267688 = -374931.640970
  nChanged 30
		SP:Iteration 12Q (16287.780000 sec): 3 clusters
  Score: Raw -377576.670104 + Penalty 2631.267688 = -374945.402416
  nChanged 23
		SP:Iteration 13Q (16287.940000 sec): 3 clusters
  Score: Raw -377586.798791 + Penalty 2631.267688 = -374955.531102
  nChanged 16
		SP:Iteration 14Q (16288.130000 sec): 3 clusters
  Score: Raw -377592.395959 + Penalty 2631.267688 = -374961.128271
  nChanged 13
		SP:Iteration 15Q (16288.310000 sec): 3 clusters
  Score: Raw -377596.182908 + Penalty 2631.267688 = -374964.915219
  nChanged 10
		SP:Iteration 16Q (16288.470000 sec): 3 clusters
  Score: Raw -377598.671674 + Penalty 2631.267688 = -374967.403986
  nChanged 8
		SP:Iteration 17Q (16288.690000 sec): 3 clusters
  Score: Raw -377600.650209 + Penalty 2631.267688 = -374969.382520
  nChanged 6
		SP:Iteration 18Q (16288.850000 sec): 3 clusters
  Score: Raw -377602.076026 + Penalty 2631.267688 = -374970.808338
  nChanged 7
		SP:Iteration 19Q (16289.050000 sec): 3 clusters
  Score: Raw -377605.078110 + Penalty 2631.267688 = -374973.810422
  nChanged 5
		SP:Iteration 20F (16289.200000 sec): 3 clusters
  Score: Raw -377606.342594 + Penalty 2631.267688 = -374975.074906
  nChanged 3
		SP:Iteration 21Q (16289.410000 sec): 3 clusters
  Score: Raw -377607.685040 + Penalty 2631.267688 = -374976.417351
  nChanged 8
		SP:Iteration 22Q (16289.570000 sec): 3 clusters
  Score: Raw -377610.666838 + Penalty 2631.267688 = -374979.399149
  nChanged 5
		SP:Iteration 23Q (16289.750000 sec): 3 clusters
  Score: Raw -377611.941136 + Penalty 2631.267688 = -374980.673448
  nChanged 2
		SP:Iteration 24Q (16289.930000 sec): 3 clusters
  Score: Raw -377612.526362 + Penalty 2631.267688 = -374981.258674
  nChanged 5
		SP:Iteration 25Q (16290.070000 sec): 3 clusters
  Score: Raw -377614.674795 + Penalty 2631.267688 = -374983.407107
  nChanged 9
		SP:Iteration 26Q (16290.240000 sec): 3 clusters
  Score: Raw -377616.933248 + Penalty 2631.267688 = -374985.665559
  nChanged 12
		SP:Iteration 27Q (16290.420000 sec): 3 clusters
  Score: Raw -377619.493899 + Penalty 2631.267688 = -374988.226211
  nChanged 6
		SP:Iteration 28Q (16290.660000 sec): 3 clusters
  Score: Raw -377620.799363 + Penalty 2631.267688 = -374989.531675
  nChanged 5
		SP:Iteration 29Q (16290.820000 sec): 3 clusters
  Score: Raw -377622.062667 + Penalty 2631.267688 = -374990.794979
  nChanged 5
		SP:Iteration 30Q (16290.960000 sec): 3 clusters
  Score: Raw -377623.287727 + Penalty 2631.267688 = -374992.020039
  nChanged 4
		SP:Iteration 31Q (16291.110000 sec): 3 clusters
  Score: Raw -377624.260073 + Penalty 2631.267688 = -374992.992384
  nChanged 0
		SP:Iteration 32F (16291.300000 sec): 3 clusters
  Score: Raw -377624.260073 + Penalty 2631.267688 = -374992.992384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16291.430000 sec): 2 clusters
  Score: Raw -882208.641983 + Penalty 1462.718765 = -880745.923219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16291.650000 sec): 3 clusters
  Score: Raw -877704.774701 + Penalty 2925.437529 = -874779.337172
  nChanged 3461
		SP:Iteration 1F (16291.840000 sec): 3 clusters
  Score: Raw -879983.462389 + Penalty 2925.437529 = -877058.024860
  nChanged 771
		SP:Iteration 2F (16292.030000 sec): 3 clusters
  Score: Raw -880660.175373 + Penalty 2925.437529 = -877734.737844
  nChanged 681
		SP:Iteration 3F (16292.250000 sec): 3 clusters
  Score: Raw -881210.188510 + Penalty 2925.437529 = -878284.750981
  nChanged 564
		SP:Iteration 4F (16292.450000 sec): 3 clusters
  Score: Raw -881623.225762 + Penalty 2925.437529 = -878697.788233
  nChanged 416
		SP:Iteration 5F (16292.650000 sec): 3 clusters
  Score: Raw -881872.866856 + Penalty 2925.437529 = -878947.429327
  nChanged 312
		SP:Iteration 6Q (16292.830000 sec): 3 clusters
  Score: Raw -882052.579618 + Penalty 2925.437529 = -879127.142089
  nChanged 257
		SP:Iteration 7Q (16293.080000 sec): 3 clusters
  Score: Raw -882212.346620 + Penalty 2925.437529 = -879286.909091
  nChanged 223
		SP:Iteration 8Q (16293.270000 sec): 3 clusters
  Score: Raw -882360.060691 + Penalty 2925.437529 = -879434.623162
  nChanged 202
		SP:Iteration 9Q (16293.430000 sec): 3 clusters
  Score: Raw -882491.057004 + Penalty 2925.437529 = -879565.619474
  nChanged 159
		SP:Iteration 10Q (16293.630000 sec): 3 clusters
  Score: Raw -882579.379811 + Penalty 2925.437529 = -879653.942282
  nChanged 118
		SP:Iteration 11Q (16293.830000 sec): 3 clusters
  Score: Raw -882633.487894 + Penalty 2925.437529 = -879708.050365
  nChanged 90
		SP:Iteration 12Q (16294.040000 sec): 3 clusters
  Score: Raw -882667.880905 + Penalty 2925.437529 = -879742.443376
  nChanged 78
		SP:Iteration 13Q (16294.270000 sec): 3 clusters
  Score: Raw -882704.464525 + Penalty 2925.437529 = -879779.026996
  nChanged 68
		SP:Iteration 14Q (16294.440000 sec): 3 clusters
  Score: Raw -882734.371999 + Penalty 2925.437529 = -879808.934469
  nChanged 58
		SP:Iteration 15Q (16294.640000 sec): 3 clusters
  Score: Raw -882756.157492 + Penalty 2925.437529 = -879830.719963
  nChanged 44
		SP:Iteration 16Q (16294.840000 sec): 3 clusters
  Score: Raw -882774.380367 + Penalty 2925.437529 = -879848.942837
  nChanged 40
		SP:Iteration 17Q (16295.070000 sec): 3 clusters
  Score: Raw -882792.165199 + Penalty 2925.437529 = -879866.727670
  nChanged 35
		SP:Iteration 18Q (16295.260000 sec): 3 clusters
  Score: Raw -882801.864852 + Penalty 2925.437529 = -879876.427323
  nChanged 28
		SP:Iteration 19Q (16295.480000 sec): 3 clusters
  Score: Raw -882808.892762 + Penalty 2925.437529 = -879883.455232
  nChanged 34
		SP:Iteration 20F (16295.670000 sec): 3 clusters
  Score: Raw -882817.837397 + Penalty 2925.437529 = -879892.399868
  nChanged 28
		SP:Iteration 21Q (16295.860000 sec): 3 clusters
  Score: Raw -882826.744540 + Penalty 2925.437529 = -879901.307011
  nChanged 25
		SP:Iteration 22Q (16296.060000 sec): 3 clusters
  Score: Raw -882833.416003 + Penalty 2925.437529 = -879907.978474
  nChanged 15
		SP:Iteration 23Q (16296.220000 sec): 3 clusters
  Score: Raw -882837.763927 + Penalty 2925.437529 = -879912.326398
  nChanged 17
		SP:Iteration 24Q (16296.410000 sec): 3 clusters
  Score: Raw -882843.136742 + Penalty 2925.437529 = -879917.699213
  nChanged 6
		SP:Iteration 25Q (16296.560000 sec): 3 clusters
  Score: Raw -882844.975789 + Penalty 2925.437529 = -879919.538259
  nChanged 6
		SP:Iteration 26Q (16296.800000 sec): 3 clusters
  Score: Raw -882846.266730 + Penalty 2925.437529 = -879920.829200
  nChanged 5
		SP:Iteration 27Q (16297.000000 sec): 3 clusters
  Score: Raw -882847.798430 + Penalty 2925.437529 = -879922.360900
  nChanged 6
		SP:Iteration 28Q (16297.200000 sec): 3 clusters
  Score: Raw -882850.029933 + Penalty 2925.437529 = -879924.592403
  nChanged 9
		SP:Iteration 29Q (16297.400000 sec): 3 clusters
  Score: Raw -882852.300657 + Penalty 2925.437529 = -879926.863128
  nChanged 4
		SP:Iteration 30Q (16297.620000 sec): 3 clusters
  Score: Raw -882853.429036 + Penalty 2925.437529 = -879927.991507
  nChanged 8
		SP:Iteration 31Q (16297.840000 sec): 3 clusters
  Score: Raw -882855.806907 + Penalty 2925.437529 = -879930.369378
  nChanged 8
		SP:Iteration 32Q (16298.020000 sec): 3 clusters
  Score: Raw -882857.773913 + Penalty 2925.437529 = -879932.336384
  nChanged 9
		SP:Iteration 33Q (16298.250000 sec): 3 clusters
  Score: Raw -882859.432203 + Penalty 2925.437529 = -879933.994674
  nChanged 4
		SP:Iteration 34Q (16298.470000 sec): 3 clusters
  Score: Raw -882860.831491 + Penalty 2925.437529 = -879935.393962
  nChanged 8
		SP:Iteration 35Q (16298.670000 sec): 3 clusters
  Score: Raw -882863.249705 + Penalty 2925.437529 = -879937.812176
  nChanged 10
		SP:Iteration 36Q (16298.840000 sec): 3 clusters
  Score: Raw -882865.863532 + Penalty 2925.437529 = -879940.426002
  nChanged 5
		SP:Iteration 37Q (16299.070000 sec): 3 clusters
  Score: Raw -882866.824532 + Penalty 2925.437529 = -879941.387003
  nChanged 4
		SP:Iteration 38Q (16299.270000 sec): 3 clusters
  Score: Raw -882867.954853 + Penalty 2925.437529 = -879942.517324
  nChanged 5
		SP:Iteration 39Q (16299.450000 sec): 3 clusters
  Score: Raw -882868.812873 + Penalty 2925.437529 = -879943.375343
  nChanged 3
		SP:Iteration 40F (16299.660000 sec): 3 clusters
  Score: Raw -882869.728978 + Penalty 2925.437529 = -879944.291449
  nChanged 4
		SP:Iteration 41Q (16299.870000 sec): 3 clusters
  Score: Raw -882870.951173 + Penalty 2925.437529 = -879945.513644
  nChanged 8
		SP:Iteration 42Q (16300.050000 sec): 3 clusters
  Score: Raw -882872.225405 + Penalty 2925.437529 = -879946.787875
  nChanged 3
		SP:Iteration 43Q (16300.260000 sec): 3 clusters
  Score: Raw -882872.903166 + Penalty 2925.437529 = -879947.465637
  nChanged 4
		SP:Iteration 44Q (16300.460000 sec): 3 clusters
  Score: Raw -882873.711555 + Penalty 2925.437529 = -879948.274026
  nChanged 3
		SP:Iteration 45Q (16300.680000 sec): 3 clusters
  Score: Raw -882874.044841 + Penalty 2925.437529 = -879948.607312
  nChanged 2
		SP:Iteration 46Q (16300.880000 sec): 3 clusters
  Score: Raw -882874.323999 + Penalty 2925.437529 = -879948.886469
  nChanged 1
		SP:Iteration 47Q (16301.080000 sec): 3 clusters
  Score: Raw -882874.428241 + Penalty 2925.437529 = -879948.990712
  nChanged 0
		SP:Iteration 48F (16301.270000 sec): 3 clusters
  Score: Raw -882874.428241 + Penalty 2925.437529 = -879948.990712
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16301.330000 sec): 2 clusters
  Score: Raw -289607.867494 + Penalty 1273.474277 = -288334.393217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16301.570000 sec): 3 clusters
  Score: Raw -288505.585234 + Penalty 2546.948555 = -285958.636679
  nChanged 902
		SP:Iteration 1F (16301.700000 sec): 3 clusters
  Score: Raw -289153.220561 + Penalty 2546.948555 = -286606.272007
  nChanged 243
		SP:Iteration 2F (16301.890000 sec): 3 clusters
  Score: Raw -289423.337302 + Penalty 2546.948555 = -286876.388748
  nChanged 213
		SP:Iteration 3F (16302.050000 sec): 3 clusters
  Score: Raw -289672.854711 + Penalty 2546.948555 = -287125.906157
  nChanged 170
		SP:Iteration 4F (16302.280000 sec): 3 clusters
  Score: Raw -289870.208907 + Penalty 2546.948555 = -287323.260352
  nChanged 141
		SP:Iteration 5F (16302.440000 sec): 3 clusters
  Score: Raw -290049.657713 + Penalty 2546.948555 = -287502.709158
  nChanged 113
		SP:Iteration 6Q (16302.620000 sec): 3 clusters
  Score: Raw -290168.420879 + Penalty 2546.948555 = -287621.472324
  nChanged 85
		SP:Iteration 7Q (16302.770000 sec): 3 clusters
  Score: Raw -290258.886141 + Penalty 2546.948555 = -287711.937586
  nChanged 74
		SP:Iteration 8Q (16302.920000 sec): 3 clusters
  Score: Raw -290323.782945 + Penalty 2546.948555 = -287776.834391
  nChanged 48
		SP:Iteration 9Q (16303.100000 sec): 3 clusters
  Score: Raw -290349.039700 + Penalty 2546.948555 = -287802.091145
  nChanged 32
		SP:Iteration 10Q (16303.260000 sec): 3 clusters
  Score: Raw -290366.634251 + Penalty 2546.948555 = -287819.685696
  nChanged 29
		SP:Iteration 11Q (16303.480000 sec): 3 clusters
  Score: Raw -290383.750777 + Penalty 2546.948555 = -287836.802222
  nChanged 22
		SP:Iteration 12Q (16303.640000 sec): 3 clusters
  Score: Raw -290400.091456 + Penalty 2546.948555 = -287853.142902
  nChanged 26
		SP:Iteration 13Q (16303.840000 sec): 3 clusters
  Score: Raw -290414.268036 + Penalty 2546.948555 = -287867.319481
  nChanged 21
		SP:Iteration 14Q (16303.990000 sec): 3 clusters
  Score: Raw -290424.914525 + Penalty 2546.948555 = -287877.965971
  nChanged 22
		SP:Iteration 15Q (16304.190000 sec): 3 clusters
  Score: Raw -290440.527639 + Penalty 2546.948555 = -287893.579084
  nChanged 24
		SP:Iteration 16Q (16304.370000 sec): 3 clusters
  Score: Raw -290453.625765 + Penalty 2546.948555 = -287906.677211
  nChanged 29
		SP:Iteration 17Q (16304.530000 sec): 3 clusters
  Score: Raw -290468.369956 + Penalty 2546.948555 = -287921.421401
  nChanged 20
		SP:Iteration 18Q (16304.740000 sec): 3 clusters
  Score: Raw -290479.782156 + Penalty 2546.948555 = -287932.833601
  nChanged 9
		SP:Iteration 19Q (16304.930000 sec): 3 clusters
  Score: Raw -290484.031163 + Penalty 2546.948555 = -287937.082609
  nChanged 13
		SP:Iteration 20F (16305.110000 sec): 3 clusters
  Score: Raw -290491.771222 + Penalty 2546.948555 = -287944.822668
  nChanged 18
		SP:Iteration 21Q (16305.270000 sec): 3 clusters
  Score: Raw -290503.458791 + Penalty 2546.948555 = -287956.510237
  nChanged 24
		SP:Iteration 22Q (16305.470000 sec): 3 clusters
  Score: Raw -290522.057177 + Penalty 2546.948555 = -287975.108622
  nChanged 30
		SP:Iteration 23Q (16305.620000 sec): 3 clusters
  Score: Raw -290545.158200 + Penalty 2546.948555 = -287998.209646
  nChanged 29
		SP:Iteration 24Q (16305.790000 sec): 3 clusters
  Score: Raw -290569.904785 + Penalty 2546.948555 = -288022.956230
  nChanged 25
		SP:Iteration 25Q (16305.940000 sec): 3 clusters
  Score: Raw -290595.792101 + Penalty 2546.948555 = -288048.843546
  nChanged 32
		SP:Iteration 26Q (16306.090000 sec): 3 clusters
  Score: Raw -290622.316664 + Penalty 2546.948555 = -288075.368110
  nChanged 28
		SP:Iteration 27Q (16306.270000 sec): 3 clusters
  Score: Raw -290637.491591 + Penalty 2546.948555 = -288090.543036
  nChanged 18
		SP:Iteration 28Q (16306.450000 sec): 3 clusters
  Score: Raw -290648.409581 + Penalty 2546.948555 = -288101.461027
  nChanged 11
		SP:Iteration 29Q (16306.660000 sec): 3 clusters
  Score: Raw -290653.212891 + Penalty 2546.948555 = -288106.264336
  nChanged 6
		SP:Iteration 30Q (16306.810000 sec): 3 clusters
  Score: Raw -290655.496347 + Penalty 2546.948555 = -288108.547792
  nChanged 5
		SP:Iteration 31Q (16306.960000 sec): 3 clusters
  Score: Raw -290657.009791 + Penalty 2546.948555 = -288110.061236
  nChanged 5
		SP:Iteration 32Q (16307.140000 sec): 3 clusters
  Score: Raw -290658.503958 + Penalty 2546.948555 = -288111.555403
  nChanged 3
		SP:Iteration 33Q (16307.320000 sec): 3 clusters
  Score: Raw -290661.734400 + Penalty 2546.948555 = -288114.785846
  nChanged 3
		SP:Iteration 34Q (16307.530000 sec): 3 clusters
  Score: Raw -290664.943878 + Penalty 2546.948555 = -288117.995323
  nChanged 2
		SP:Iteration 35Q (16307.680000 sec): 3 clusters
  Score: Raw -290665.867686 + Penalty 2546.948555 = -288118.919131
  nChanged 1
		SP:Iteration 36Q (16307.880000 sec): 3 clusters
  Score: Raw -290666.535096 + Penalty 2546.948555 = -288119.586542
  nChanged 0
		SP:Iteration 37F (16308.080000 sec): 3 clusters
  Score: Raw -290666.535096 + Penalty 2546.948555 = -288119.586542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16308.180000 sec): 2 clusters
  Score: Raw -667790.932712 + Penalty 1399.885957 = -666391.046755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16308.340000 sec): 3 clusters
  Score: Raw -664923.822961 + Penalty 2799.771914 = -662124.051047
  nChanged 2283
		SP:Iteration 1F (16308.520000 sec): 3 clusters
  Score: Raw -666189.066649 + Penalty 2799.771914 = -663389.294735
  nChanged 429
		SP:Iteration 2F (16308.720000 sec): 3 clusters
  Score: Raw -666504.986678 + Penalty 2799.771914 = -663705.214764
  nChanged 401
		SP:Iteration 3F (16308.920000 sec): 3 clusters
  Score: Raw -666843.189783 + Penalty 2799.771914 = -664043.417869
  nChanged 395
		SP:Iteration 4F (16309.100000 sec): 3 clusters
  Score: Raw -667189.358431 + Penalty 2799.771914 = -664389.586517
  nChanged 339
		SP:Iteration 5F (16309.310000 sec): 3 clusters
  Score: Raw -667463.865068 + Penalty 2799.771914 = -664664.093153
  nChanged 270
		SP:Iteration 6Q (16309.500000 sec): 3 clusters
  Score: Raw -667646.268513 + Penalty 2799.771914 = -664846.496599
  nChanged 219
		SP:Iteration 7Q (16309.730000 sec): 3 clusters
  Score: Raw -667767.341629 + Penalty 2799.771914 = -664967.569715
  nChanged 148
		SP:Iteration 8Q (16309.890000 sec): 3 clusters
  Score: Raw -667828.665827 + Penalty 2799.771914 = -665028.893913
  nChanged 102
		SP:Iteration 9Q (16310.080000 sec): 3 clusters
  Score: Raw -667862.241547 + Penalty 2799.771914 = -665062.469633
  nChanged 71
		SP:Iteration 10Q (16310.260000 sec): 3 clusters
  Score: Raw -667882.779556 + Penalty 2799.771914 = -665083.007642
  nChanged 41
		SP:Iteration 11Q (16310.430000 sec): 3 clusters
  Score: Raw -667893.099761 + Penalty 2799.771914 = -665093.327847
  nChanged 33
		SP:Iteration 12Q (16310.620000 sec): 3 clusters
  Score: Raw -667900.968945 + Penalty 2799.771914 = -665101.197031
  nChanged 27
		SP:Iteration 13Q (16310.840000 sec): 3 clusters
  Score: Raw -667907.697096 + Penalty 2799.771914 = -665107.925182
  nChanged 26
		SP:Iteration 14Q (16310.950000 sec): 3 clusters
  Score: Raw -667914.243833 + Penalty 2799.771914 = -665114.471919
  nChanged 23
		SP:Iteration 15Q (16311.140000 sec): 3 clusters
  Score: Raw -667919.383982 + Penalty 2799.771914 = -665119.612068
  nChanged 8
		SP:Iteration 16Q (16311.360000 sec): 3 clusters
  Score: Raw -667921.103756 + Penalty 2799.771914 = -665121.331842
  nChanged 8
		SP:Iteration 17Q (16311.560000 sec): 3 clusters
  Score: Raw -667922.904808 + Penalty 2799.771914 = -665123.132893
  nChanged 6
		SP:Iteration 18Q (16311.730000 sec): 3 clusters
  Score: Raw -667923.848071 + Penalty 2799.771914 = -665124.076157
  nChanged 2
		SP:Iteration 19Q (16311.960000 sec): 3 clusters
  Score: Raw -667924.296949 + Penalty 2799.771914 = -665124.525035
  nChanged 2
		SP:Iteration 20F (16312.120000 sec): 3 clusters
  Score: Raw -667924.720436 + Penalty 2799.771914 = -665124.948522
  nChanged 2
		SP:Iteration 21Q (16312.360000 sec): 3 clusters
  Score: Raw -667925.004989 + Penalty 2799.771914 = -665125.233075
  nChanged 1
		SP:Iteration 22Q (16312.520000 sec): 3 clusters
  Score: Raw -667925.123498 + Penalty 2799.771914 = -665125.351584
  nChanged 0
		SP:Iteration 23F (16312.750000 sec): 3 clusters
  Score: Raw -667925.123498 + Penalty 2799.771914 = -665125.351584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16313.310000 sec): 2 clusters
  Score: Raw -14729485.890770 + Penalty 1899.604571 = -14727586.286199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16313.940000 sec): 3 clusters
  Score: Raw -14651299.208289 + Penalty 3799.209141 = -14647499.999147
  nChanged 57252
		SP:Iteration 1F (16314.580000 sec): 3 clusters
  Score: Raw -14684316.912853 + Penalty 3799.209141 = -14680517.703711
  nChanged 3796
		SP:Iteration 2Q (16315.220000 sec): 3 clusters
  Score: Raw -14685327.348126 + Penalty 3799.209141 = -14681528.138985
  nChanged 4624
		SP:Iteration 3Q (16315.880000 sec): 3 clusters
  Score: Raw -14686942.407005 + Penalty 3799.209141 = -14683143.197863
  nChanged 5949
		SP:Iteration 4Q (16316.530000 sec): 3 clusters
  Score: Raw -14689771.297896 + Penalty 3799.209141 = -14685972.088755
  nChanged 7808
		SP:Iteration 5F (16317.140000 sec): 3 clusters
  Score: Raw -14694755.962033 + Penalty 3799.209141 = -14690956.752892
  nChanged 9824
		SP:Iteration 6F (16317.780000 sec): 3 clusters
  Score: Raw -14702613.308629 + Penalty 3799.209141 = -14698814.099488
  nChanged 10413
		SP:Iteration 7F (16318.400000 sec): 3 clusters
  Score: Raw -14712262.428516 + Penalty 3799.209141 = -14708463.219375
  nChanged 8676
		SP:Iteration 8F (16319.050000 sec): 3 clusters
  Score: Raw -14720849.652393 + Penalty 3799.209141 = -14717050.443252
  nChanged 5492
		SP:Iteration 9Q (16319.740000 sec): 3 clusters
  Score: Raw -14726267.648675 + Penalty 3799.209141 = -14722468.439533
  nChanged 2402
		SP:Iteration 10Q (16320.430000 sec): 3 clusters
  Score: Raw -14728525.962932 + Penalty 3799.209141 = -14724726.753791
  nChanged 791
		SP:Iteration 11Q (16321.010000 sec): 3 clusters
  Score: Raw -14729286.803417 + Penalty 3799.209141 = -14725487.594276
  nChanged 213
		SP:Iteration 12Q (16321.640000 sec): 3 clusters
  Score: Raw -14729514.040078 + Penalty 3799.209141 = -14725714.830936
  nChanged 76
		SP:Iteration 13Q (16322.210000 sec): 3 clusters
  Score: Raw -14729595.970678 + Penalty 3799.209141 = -14725796.761537
  nChanged 34
		SP:Iteration 14Q (16322.770000 sec): 3 clusters
  Score: Raw -14729636.661104 + Penalty 3799.209141 = -14725837.451963
  nChanged 22
		SP:Iteration 15Q (16323.340000 sec): 3 clusters
  Score: Raw -14729671.368924 + Penalty 3799.209141 = -14725872.159783
  nChanged 16
		SP:Iteration 16Q (16323.950000 sec): 3 clusters
  Score: Raw -14729691.060097 + Penalty 3799.209141 = -14725891.850956
  nChanged 6
		SP:Iteration 17Q (16324.520000 sec): 3 clusters
  Score: Raw -14729696.382667 + Penalty 3799.209141 = -14725897.173526
  nChanged 6
		SP:Iteration 18Q (16325.090000 sec): 3 clusters
  Score: Raw -14729705.540147 + Penalty 3799.209141 = -14725906.331006
  nChanged 6
		SP:Iteration 19Q (16325.640000 sec): 3 clusters
  Score: Raw -14729715.322086 + Penalty 3799.209141 = -14725916.112945
  nChanged 5
		SP:Iteration 20F (16326.260000 sec): 3 clusters
  Score: Raw -14729723.560048 + Penalty 3799.209141 = -14725924.350907
  nChanged 3
		SP:Iteration 21Q (16326.870000 sec): 3 clusters
  Score: Raw -14729728.115351 + Penalty 3799.209141 = -14725928.906209
  nChanged 4
		SP:Iteration 22Q (16327.570000 sec): 3 clusters
  Score: Raw -14729732.708281 + Penalty 3799.209141 = -14725933.499140
  nChanged 1
		SP:Iteration 23Q (16328.120000 sec): 3 clusters
  Score: Raw -14729736.786010 + Penalty 3799.209141 = -14725937.576869
  nChanged 4
		SP:Iteration 24Q (16328.640000 sec): 3 clusters
  Score: Raw -14729742.617744 + Penalty 3799.209141 = -14725943.408603
  nChanged 2
		SP:Iteration 25Q (16329.170000 sec): 3 clusters
  Score: Raw -14729745.758711 + Penalty 3799.209141 = -14725946.549570
  nChanged 1
		SP:Iteration 26Q (16329.750000 sec): 3 clusters
  Score: Raw -14729746.186249 + Penalty 3799.209141 = -14725946.977108
  nChanged 0
		SP:Iteration 27F (16330.400000 sec): 3 clusters
  Score: Raw -14729746.186249 + Penalty 3799.209141 = -14725946.977108
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16330.570000 sec): 2 clusters
  Score: Raw -395136.686510 + Penalty 1317.014314 = -393819.672196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16330.750000 sec): 3 clusters
  Score: Raw -393520.780877 + Penalty 2634.028627 = -390886.752249
  nChanged 1288
		SP:Iteration 1F (16330.910000 sec): 3 clusters
  Score: Raw -394353.698030 + Penalty 2634.028627 = -391719.669403
  nChanged 278
		SP:Iteration 2F (16331.100000 sec): 3 clusters
  Score: Raw -394569.225564 + Penalty 2634.028627 = -391935.196937
  nChanged 215
		SP:Iteration 3F (16331.320000 sec): 3 clusters
  Score: Raw -394746.165625 + Penalty 2634.028627 = -392112.136998
  nChanged 190
		SP:Iteration 4F (16331.520000 sec): 3 clusters
  Score: Raw -394917.076061 + Penalty 2634.028627 = -392283.047434
  nChanged 169
		SP:Iteration 5F (16331.690000 sec): 3 clusters
  Score: Raw -395043.579336 + Penalty 2634.028627 = -392409.550709
  nChanged 141
		SP:Iteration 6Q (16331.860000 sec): 3 clusters
  Score: Raw -395153.202042 + Penalty 2634.028627 = -392519.173415
  nChanged 130
		SP:Iteration 7Q (16332.060000 sec): 3 clusters
  Score: Raw -395254.455884 + Penalty 2634.028627 = -392620.427257
  nChanged 113
		SP:Iteration 8Q (16332.220000 sec): 3 clusters
  Score: Raw -395337.458728 + Penalty 2634.028627 = -392703.430101
  nChanged 91
		SP:Iteration 9Q (16332.410000 sec): 3 clusters
  Score: Raw -395410.482839 + Penalty 2634.028627 = -392776.454212
  nChanged 86
		SP:Iteration 10Q (16332.550000 sec): 3 clusters
  Score: Raw -395482.336099 + Penalty 2634.028627 = -392848.307471
  nChanged 71
		SP:Iteration 11Q (16332.760000 sec): 3 clusters
  Score: Raw -395531.481446 + Penalty 2634.028627 = -392897.452819
  nChanged 46
		SP:Iteration 12Q (16332.920000 sec): 3 clusters
  Score: Raw -395573.155054 + Penalty 2634.028627 = -392939.126427
  nChanged 42
		SP:Iteration 13Q (16333.100000 sec): 3 clusters
  Score: Raw -395600.052955 + Penalty 2634.028627 = -392966.024328
  nChanged 28
		SP:Iteration 14Q (16333.310000 sec): 3 clusters
  Score: Raw -395619.247398 + Penalty 2634.028627 = -392985.218770
  nChanged 20
		SP:Iteration 15Q (16333.480000 sec): 3 clusters
  Score: Raw -395631.919729 + Penalty 2634.028627 = -392997.891102
  nChanged 12
		SP:Iteration 16Q (16333.670000 sec): 3 clusters
  Score: Raw -395638.609002 + Penalty 2634.028627 = -393004.580375
  nChanged 7
		SP:Iteration 17Q (16333.890000 sec): 3 clusters
  Score: Raw -395641.943026 + Penalty 2634.028627 = -393007.914399
  nChanged 2
		SP:Iteration 18Q (16334.080000 sec): 3 clusters
  Score: Raw -395643.304929 + Penalty 2634.028627 = -393009.276302
  nChanged 2
		SP:Iteration 19Q (16334.200000 sec): 3 clusters
  Score: Raw -395644.316120 + Penalty 2634.028627 = -393010.287493
  nChanged 2
		SP:Iteration 20F (16334.430000 sec): 3 clusters
  Score: Raw -395646.406488 + Penalty 2634.028627 = -393012.377861
  nChanged 4
		SP:Iteration 21Q (16334.590000 sec): 3 clusters
  Score: Raw -395650.282701 + Penalty 2634.028627 = -393016.254073
  nChanged 4
		SP:Iteration 22Q (16334.810000 sec): 3 clusters
  Score: Raw -395651.356761 + Penalty 2634.028627 = -393017.328134
  nChanged 2
		SP:Iteration 23Q (16334.980000 sec): 3 clusters
  Score: Raw -395652.688854 + Penalty 2634.028627 = -393018.660227
  nChanged 0
		SP:Iteration 24F (16335.150000 sec): 3 clusters
  Score: Raw -395652.688854 + Penalty 2634.028627 = -393018.660227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16335.270000 sec): 2 clusters
  Score: Raw -644981.342803 + Penalty 1395.068795 = -643586.274008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16335.440000 sec): 3 clusters
  Score: Raw -642167.250292 + Penalty 2790.137590 = -639377.112702
  nChanged 2238
		SP:Iteration 1F (16335.690000 sec): 3 clusters
  Score: Raw -643515.953152 + Penalty 2790.137590 = -640725.815562
  nChanged 410
		SP:Iteration 2F (16335.870000 sec): 3 clusters
  Score: Raw -643803.200531 + Penalty 2790.137590 = -641013.062941
  nChanged 332
		SP:Iteration 3F (16336.050000 sec): 3 clusters
  Score: Raw -643993.872738 + Penalty 2790.137590 = -641203.735148
  nChanged 279
		SP:Iteration 4F (16336.220000 sec): 3 clusters
  Score: Raw -644163.053472 + Penalty 2790.137590 = -641372.915882
  nChanged 295
		SP:Iteration 5F (16336.410000 sec): 3 clusters
  Score: Raw -644355.521031 + Penalty 2790.137590 = -641565.383441
  nChanged 284
		SP:Iteration 6F (16336.550000 sec): 3 clusters
  Score: Raw -644570.368741 + Penalty 2790.137590 = -641780.231151
  nChanged 270
		SP:Iteration 7F (16336.750000 sec): 3 clusters
  Score: Raw -644767.221507 + Penalty 2790.137590 = -641977.083917
  nChanged 226
		SP:Iteration 8Q (16336.970000 sec): 3 clusters
  Score: Raw -644927.273938 + Penalty 2790.137590 = -642137.136348
  nChanged 154
		SP:Iteration 9Q (16337.160000 sec): 3 clusters
  Score: Raw -645016.347873 + Penalty 2790.137590 = -642226.210283
  nChanged 115
		SP:Iteration 10Q (16337.350000 sec): 3 clusters
  Score: Raw -645076.573962 + Penalty 2790.137590 = -642286.436372
  nChanged 75
		SP:Iteration 11Q (16337.560000 sec): 3 clusters
  Score: Raw -645119.498431 + Penalty 2790.137590 = -642329.360841
  nChanged 62
		SP:Iteration 12Q (16337.770000 sec): 3 clusters
  Score: Raw -645153.403654 + Penalty 2790.137590 = -642363.266064
  nChanged 45
		SP:Iteration 13Q (16337.940000 sec): 3 clusters
  Score: Raw -645175.278626 + Penalty 2790.137590 = -642385.141036
  nChanged 37
		SP:Iteration 14Q (16338.090000 sec): 3 clusters
  Score: Raw -645192.293994 + Penalty 2790.137590 = -642402.156404
  nChanged 31
		SP:Iteration 15Q (16338.280000 sec): 3 clusters
  Score: Raw -645208.539865 + Penalty 2790.137590 = -642418.402275
  nChanged 28
		SP:Iteration 16Q (16338.480000 sec): 3 clusters
  Score: Raw -645222.724276 + Penalty 2790.137590 = -642432.586686
  nChanged 19
		SP:Iteration 17Q (16338.630000 sec): 3 clusters
  Score: Raw -645231.998542 + Penalty 2790.137590 = -642441.860952
  nChanged 13
		SP:Iteration 18Q (16338.810000 sec): 3 clusters
  Score: Raw -645237.875187 + Penalty 2790.137590 = -642447.737597
  nChanged 11
		SP:Iteration 19Q (16338.950000 sec): 3 clusters
  Score: Raw -645243.486606 + Penalty 2790.137590 = -642453.349016
  nChanged 8
		SP:Iteration 20F (16339.140000 sec): 3 clusters
  Score: Raw -645247.281583 + Penalty 2790.137590 = -642457.143993
  nChanged 13
		SP:Iteration 21Q (16339.350000 sec): 3 clusters
  Score: Raw -645251.988431 + Penalty 2790.137590 = -642461.850841
  nChanged 9
		SP:Iteration 22Q (16339.530000 sec): 3 clusters
  Score: Raw -645254.832157 + Penalty 2790.137590 = -642464.694567
  nChanged 7
		SP:Iteration 23Q (16339.710000 sec): 3 clusters
  Score: Raw -645257.374942 + Penalty 2790.137590 = -642467.237352
  nChanged 6
		SP:Iteration 24Q (16339.860000 sec): 3 clusters
  Score: Raw -645262.188945 + Penalty 2790.137590 = -642472.051355
  nChanged 17
		SP:Iteration 25Q (16340.060000 sec): 3 clusters
  Score: Raw -645272.501131 + Penalty 2790.137590 = -642482.363541
  nChanged 16
		SP:Iteration 26Q (16340.210000 sec): 3 clusters
  Score: Raw -645283.287308 + Penalty 2790.137590 = -642493.149718
  nChanged 20
		SP:Iteration 27Q (16340.390000 sec): 3 clusters
  Score: Raw -645292.133502 + Penalty 2790.137590 = -642501.995912
  nChanged 16
		SP:Iteration 28Q (16340.570000 sec): 3 clusters
  Score: Raw -645301.640587 + Penalty 2790.137590 = -642511.502997
  nChanged 15
		SP:Iteration 29Q (16340.790000 sec): 3 clusters
  Score: Raw -645310.018730 + Penalty 2790.137590 = -642519.881141
  nChanged 16
		SP:Iteration 30Q (16340.960000 sec): 3 clusters
  Score: Raw -645317.863877 + Penalty 2790.137590 = -642527.726288
  nChanged 13
		SP:Iteration 31Q (16341.110000 sec): 3 clusters
  Score: Raw -645323.071907 + Penalty 2790.137590 = -642532.934317
  nChanged 12
		SP:Iteration 32Q (16341.340000 sec): 3 clusters
  Score: Raw -645327.867928 + Penalty 2790.137590 = -642537.730338
  nChanged 5
		SP:Iteration 33Q (16341.520000 sec): 3 clusters
  Score: Raw -645330.438478 + Penalty 2790.137590 = -642540.300888
  nChanged 1
		SP:Iteration 34Q (16341.700000 sec): 3 clusters
  Score: Raw -645330.586769 + Penalty 2790.137590 = -642540.449179
  nChanged 0
		SP:Iteration 35F (16341.860000 sec): 3 clusters
  Score: Raw -645330.586769 + Penalty 2790.137590 = -642540.449179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16341.990000 sec): 2 clusters
  Score: Raw -530113.406132 + Penalty 1375.640298 = -528737.765834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16342.170000 sec): 3 clusters
  Score: Raw -527744.388067 + Penalty 2751.280596 = -524993.107471
  nChanged 1915
		SP:Iteration 1F (16342.360000 sec): 3 clusters
  Score: Raw -529061.845437 + Penalty 2751.280596 = -526310.564841
  nChanged 480
		SP:Iteration 2F (16342.530000 sec): 3 clusters
  Score: Raw -529567.275675 + Penalty 2751.280596 = -526815.995080
  nChanged 410
		SP:Iteration 3F (16342.700000 sec): 3 clusters
  Score: Raw -529914.536406 + Penalty 2751.280596 = -527163.255810
  nChanged 321
		SP:Iteration 4F (16342.930000 sec): 3 clusters
  Score: Raw -530158.375302 + Penalty 2751.280596 = -527407.094707
  nChanged 236
		SP:Iteration 5Q (16343.080000 sec): 3 clusters
  Score: Raw -530325.764557 + Penalty 2751.280596 = -527574.483962
  nChanged 177
		SP:Iteration 6Q (16343.250000 sec): 3 clusters
  Score: Raw -530452.488337 + Penalty 2751.280596 = -527701.207741
  nChanged 130
		SP:Iteration 7Q (16343.490000 sec): 3 clusters
  Score: Raw -530531.291053 + Penalty 2751.280596 = -527780.010457
  nChanged 82
		SP:Iteration 8Q (16343.650000 sec): 3 clusters
  Score: Raw -530583.471619 + Penalty 2751.280596 = -527832.191024
  nChanged 75
		SP:Iteration 9Q (16343.840000 sec): 3 clusters
  Score: Raw -530627.595092 + Penalty 2751.280596 = -527876.314496
  nChanged 71
		SP:Iteration 10Q (16344.070000 sec): 3 clusters
  Score: Raw -530666.293713 + Penalty 2751.280596 = -527915.013117
  nChanged 70
		SP:Iteration 11Q (16344.230000 sec): 3 clusters
  Score: Raw -530697.624655 + Penalty 2751.280596 = -527946.344059
  nChanged 45
		SP:Iteration 12Q (16344.400000 sec): 3 clusters
  Score: Raw -530718.316376 + Penalty 2751.280596 = -527967.035781
  nChanged 37
		SP:Iteration 13Q (16344.610000 sec): 3 clusters
  Score: Raw -530735.903675 + Penalty 2751.280596 = -527984.623080
  nChanged 36
		SP:Iteration 14Q (16344.780000 sec): 3 clusters
  Score: Raw -530747.939555 + Penalty 2751.280596 = -527996.658960
  nChanged 24
		SP:Iteration 15Q (16345.010000 sec): 3 clusters
  Score: Raw -530757.924015 + Penalty 2751.280596 = -528006.643419
  nChanged 24
		SP:Iteration 16Q (16345.170000 sec): 3 clusters
  Score: Raw -530767.825733 + Penalty 2751.280596 = -528016.545137
  nChanged 21
		SP:Iteration 17Q (16345.380000 sec): 3 clusters
  Score: Raw -530774.525066 + Penalty 2751.280596 = -528023.244471
  nChanged 24
		SP:Iteration 18Q (16345.580000 sec): 3 clusters
  Score: Raw -530786.227922 + Penalty 2751.280596 = -528034.947326
  nChanged 25
		SP:Iteration 19Q (16345.770000 sec): 3 clusters
  Score: Raw -530797.408873 + Penalty 2751.280596 = -528046.128278
  nChanged 21
		SP:Iteration 20F (16345.950000 sec): 3 clusters
  Score: Raw -530804.744906 + Penalty 2751.280596 = -528053.464310
  nChanged 24
		SP:Iteration 21Q (16346.130000 sec): 3 clusters
  Score: Raw -530819.062278 + Penalty 2751.280596 = -528067.781682
  nChanged 28
		SP:Iteration 22Q (16346.340000 sec): 3 clusters
  Score: Raw -530833.914507 + Penalty 2751.280596 = -528082.633911
  nChanged 23
		SP:Iteration 23Q (16346.530000 sec): 3 clusters
  Score: Raw -530843.881867 + Penalty 2751.280596 = -528092.601272
  nChanged 22
		SP:Iteration 24Q (16346.740000 sec): 3 clusters
  Score: Raw -530854.659739 + Penalty 2751.280596 = -528103.379144
  nChanged 15
		SP:Iteration 25Q (16346.900000 sec): 3 clusters
  Score: Raw -530860.965232 + Penalty 2751.280596 = -528109.684636
  nChanged 25
		SP:Iteration 26Q (16347.120000 sec): 3 clusters
  Score: Raw -530874.553710 + Penalty 2751.280596 = -528123.273115
  nChanged 25
		SP:Iteration 27Q (16347.280000 sec): 3 clusters
  Score: Raw -530886.439058 + Penalty 2751.280596 = -528135.158463
  nChanged 16
		SP:Iteration 28Q (16347.480000 sec): 3 clusters
  Score: Raw -530892.621941 + Penalty 2751.280596 = -528141.341346
  nChanged 10
		SP:Iteration 29Q (16347.680000 sec): 3 clusters
  Score: Raw -530897.729191 + Penalty 2751.280596 = -528146.448596
  nChanged 10
		SP:Iteration 30Q (16347.850000 sec): 3 clusters
  Score: Raw -530901.089129 + Penalty 2751.280596 = -528149.808534
  nChanged 12
		SP:Iteration 31Q (16348.070000 sec): 3 clusters
  Score: Raw -530905.651883 + Penalty 2751.280596 = -528154.371287
  nChanged 13
		SP:Iteration 32Q (16348.250000 sec): 3 clusters
  Score: Raw -530911.489322 + Penalty 2751.280596 = -528160.208727
  nChanged 14
		SP:Iteration 33Q (16348.390000 sec): 3 clusters
  Score: Raw -530918.458246 + Penalty 2751.280596 = -528167.177651
  nChanged 17
		SP:Iteration 34Q (16348.600000 sec): 3 clusters
  Score: Raw -530923.740367 + Penalty 2751.280596 = -528172.459771
  nChanged 12
		SP:Iteration 35Q (16348.810000 sec): 3 clusters
  Score: Raw -530926.582712 + Penalty 2751.280596 = -528175.302117
  nChanged 5
		SP:Iteration 36Q (16349.000000 sec): 3 clusters
  Score: Raw -530928.429169 + Penalty 2751.280596 = -528177.148573
  nChanged 8
		SP:Iteration 37Q (16349.210000 sec): 3 clusters
  Score: Raw -530930.902704 + Penalty 2751.280596 = -528179.622109
  nChanged 6
		SP:Iteration 38Q (16349.360000 sec): 3 clusters
  Score: Raw -530932.370861 + Penalty 2751.280596 = -528181.090265
  nChanged 3
		SP:Iteration 39Q (16349.570000 sec): 3 clusters
  Score: Raw -530933.331334 + Penalty 2751.280596 = -528182.050739
  nChanged 4
		SP:Iteration 40F (16349.750000 sec): 3 clusters
  Score: Raw -530934.507269 + Penalty 2751.280596 = -528183.226674
  nChanged 4
		SP:Iteration 41Q (16349.940000 sec): 3 clusters
  Score: Raw -530936.357544 + Penalty 2751.280596 = -528185.076948
  nChanged 5
		SP:Iteration 42Q (16350.160000 sec): 3 clusters
  Score: Raw -530938.346475 + Penalty 2751.280596 = -528187.065879
  nChanged 4
		SP:Iteration 43Q (16350.360000 sec): 3 clusters
  Score: Raw -530939.223739 + Penalty 2751.280596 = -528187.943143
  nChanged 3
		SP:Iteration 44Q (16350.520000 sec): 3 clusters
  Score: Raw -530940.914105 + Penalty 2751.280596 = -528189.633509
  nChanged 3
		SP:Iteration 45Q (16350.710000 sec): 3 clusters
  Score: Raw -530942.877152 + Penalty 2751.280596 = -528191.596557
  nChanged 4
		SP:Iteration 46Q (16350.890000 sec): 3 clusters
  Score: Raw -530944.310279 + Penalty 2751.280596 = -528193.029684
  nChanged 2
		SP:Iteration 47Q (16351.080000 sec): 3 clusters
  Score: Raw -530944.635012 + Penalty 2751.280596 = -528193.354417
  nChanged 1
		SP:Iteration 48Q (16351.300000 sec): 3 clusters
  Score: Raw -530944.805847 + Penalty 2751.280596 = -528193.525251
  nChanged 0
		SP:Iteration 49F (16351.480000 sec): 3 clusters
  Score: Raw -530944.805847 + Penalty 2751.280596 = -528193.525251
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16351.570000 sec): 2 clusters
  Score: Raw -235808.266708 + Penalty 1244.308454 = -234563.958254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16351.760000 sec): 3 clusters
  Score: Raw -234904.553894 + Penalty 2488.616908 = -232415.936986
  nChanged 732
		SP:Iteration 1F (16351.940000 sec): 3 clusters
  Score: Raw -235465.572103 + Penalty 2488.616908 = -232976.955195
  nChanged 209
		SP:Iteration 2F (16352.140000 sec): 3 clusters
  Score: Raw -235702.881596 + Penalty 2488.616908 = -233214.264688
  nChanged 139
		SP:Iteration 3F (16352.310000 sec): 3 clusters
  Score: Raw -235851.675579 + Penalty 2488.616908 = -233363.058671
  nChanged 120
		SP:Iteration 4F (16352.500000 sec): 3 clusters
  Score: Raw -235952.567356 + Penalty 2488.616908 = -233463.950448
  nChanged 93
		SP:Iteration 5Q (16352.680000 sec): 3 clusters
  Score: Raw -236042.919349 + Penalty 2488.616908 = -233554.302442
  nChanged 71
		SP:Iteration 6Q (16352.870000 sec): 3 clusters
  Score: Raw -236110.490508 + Penalty 2488.616908 = -233621.873600
  nChanged 56
		SP:Iteration 7Q (16353.040000 sec): 3 clusters
  Score: Raw -236157.471965 + Penalty 2488.616908 = -233668.855057
  nChanged 51
		SP:Iteration 8Q (16353.250000 sec): 3 clusters
  Score: Raw -236199.225944 + Penalty 2488.616908 = -233710.609036
  nChanged 31
		SP:Iteration 9Q (16353.440000 sec): 3 clusters
  Score: Raw -236227.403500 + Penalty 2488.616908 = -233738.786592
  nChanged 41
		SP:Iteration 10Q (16353.630000 sec): 3 clusters
  Score: Raw -236254.717444 + Penalty 2488.616908 = -233766.100536
  nChanged 27
		SP:Iteration 11Q (16353.770000 sec): 3 clusters
  Score: Raw -236273.550441 + Penalty 2488.616908 = -233784.933533
  nChanged 24
		SP:Iteration 12Q (16353.930000 sec): 3 clusters
  Score: Raw -236292.913659 + Penalty 2488.616908 = -233804.296751
  nChanged 30
		SP:Iteration 13Q (16354.120000 sec): 3 clusters
  Score: Raw -236324.456317 + Penalty 2488.616908 = -233835.839409
  nChanged 40
		SP:Iteration 14Q (16354.320000 sec): 3 clusters
  Score: Raw -236363.693682 + Penalty 2488.616908 = -233875.076774
  nChanged 44
		SP:Iteration 15Q (16354.510000 sec): 3 clusters
  Score: Raw -236409.457979 + Penalty 2488.616908 = -233920.841072
  nChanged 39
		SP:Iteration 16Q (16354.700000 sec): 3 clusters
  Score: Raw -236450.579615 + Penalty 2488.616908 = -233961.962708
  nChanged 44
		SP:Iteration 17Q (16354.870000 sec): 3 clusters
  Score: Raw -236492.326167 + Penalty 2488.616908 = -234003.709259
  nChanged 38
		SP:Iteration 18Q (16355.040000 sec): 3 clusters
  Score: Raw -236526.061066 + Penalty 2488.616908 = -234037.444159
  nChanged 28
		SP:Iteration 19Q (16355.260000 sec): 3 clusters
  Score: Raw -236552.407738 + Penalty 2488.616908 = -234063.790830
  nChanged 24
		SP:Iteration 20F (16355.400000 sec): 3 clusters
  Score: Raw -236570.774853 + Penalty 2488.616908 = -234082.157945
  nChanged 17
		SP:Iteration 21Q (16355.580000 sec): 3 clusters
  Score: Raw -236581.178060 + Penalty 2488.616908 = -234092.561152
  nChanged 13
		SP:Iteration 22Q (16355.800000 sec): 3 clusters
  Score: Raw -236593.293473 + Penalty 2488.616908 = -234104.676565
  nChanged 12
		SP:Iteration 23Q (16355.970000 sec): 3 clusters
  Score: Raw -236602.975809 + Penalty 2488.616908 = -234114.358902
  nChanged 12
		SP:Iteration 24Q (16356.140000 sec): 3 clusters
  Score: Raw -236611.993904 + Penalty 2488.616908 = -234123.376996
  nChanged 8
		SP:Iteration 25Q (16356.330000 sec): 3 clusters
  Score: Raw -236617.244693 + Penalty 2488.616908 = -234128.627785
  nChanged 8
		SP:Iteration 26Q (16356.480000 sec): 3 clusters
  Score: Raw -236624.893463 + Penalty 2488.616908 = -234136.276555
  nChanged 13
		SP:Iteration 27Q (16356.680000 sec): 3 clusters
  Score: Raw -236644.274431 + Penalty 2488.616908 = -234155.657524
  nChanged 19
		SP:Iteration 28Q (16356.880000 sec): 3 clusters
  Score: Raw -236670.382075 + Penalty 2488.616908 = -234181.765167
  nChanged 20
		SP:Iteration 29Q (16357.060000 sec): 3 clusters
  Score: Raw -236695.834233 + Penalty 2488.616908 = -234207.217325
  nChanged 23
		SP:Iteration 30Q (16357.260000 sec): 3 clusters
  Score: Raw -236718.827647 + Penalty 2488.616908 = -234230.210739
  nChanged 17
		SP:Iteration 31Q (16357.410000 sec): 3 clusters
  Score: Raw -236735.212728 + Penalty 2488.616908 = -234246.595820
  nChanged 9
		SP:Iteration 32Q (16357.630000 sec): 3 clusters
  Score: Raw -236743.716686 + Penalty 2488.616908 = -234255.099778
  nChanged 7
		SP:Iteration 33Q (16357.800000 sec): 3 clusters
  Score: Raw -236748.745675 + Penalty 2488.616908 = -234260.128768
  nChanged 5
		SP:Iteration 34Q (16357.970000 sec): 3 clusters
  Score: Raw -236753.242829 + Penalty 2488.616908 = -234264.625921
  nChanged 4
		SP:Iteration 35Q (16358.160000 sec): 3 clusters
  Score: Raw -236757.351113 + Penalty 2488.616908 = -234268.734206
  nChanged 5
		SP:Iteration 36Q (16358.310000 sec): 3 clusters
  Score: Raw -236761.192874 + Penalty 2488.616908 = -234272.575967
  nChanged 4
		SP:Iteration 37Q (16358.480000 sec): 3 clusters
  Score: Raw -236764.402230 + Penalty 2488.616908 = -234275.785323
  nChanged 5
		SP:Iteration 38Q (16358.690000 sec): 3 clusters
  Score: Raw -236768.117768 + Penalty 2488.616908 = -234279.500860
  nChanged 4
		SP:Iteration 39Q (16358.850000 sec): 3 clusters
  Score: Raw -236770.545686 + Penalty 2488.616908 = -234281.928778
  nChanged 1
		SP:Iteration 40F (16359.070000 sec): 3 clusters
  Score: Raw -236771.224380 + Penalty 2488.616908 = -234282.607472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16359.160000 sec): 2 clusters
  Score: Raw -676742.815600 + Penalty 1408.972620 = -675333.842980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16359.350000 sec): 3 clusters
  Score: Raw -673691.583293 + Penalty 2817.945240 = -670873.638053
  nChanged 2359
		SP:Iteration 1F (16359.550000 sec): 3 clusters
  Score: Raw -675071.625837 + Penalty 2817.945240 = -672253.680597
  nChanged 454
		SP:Iteration 2F (16359.750000 sec): 3 clusters
  Score: Raw -675398.506334 + Penalty 2817.945240 = -672580.561094
  nChanged 400
		SP:Iteration 3F (16359.980000 sec): 3 clusters
  Score: Raw -675717.695992 + Penalty 2817.945240 = -672899.750752
  nChanged 385
		SP:Iteration 4F (16360.150000 sec): 3 clusters
  Score: Raw -676057.221941 + Penalty 2817.945240 = -673239.276701
  nChanged 358
		SP:Iteration 5F (16360.360000 sec): 3 clusters
  Score: Raw -676377.002426 + Penalty 2817.945240 = -673559.057186
  nChanged 354
		SP:Iteration 6F (16360.540000 sec): 3 clusters
  Score: Raw -676664.159565 + Penalty 2817.945240 = -673846.214325
  nChanged 314
		SP:Iteration 7F (16360.710000 sec): 3 clusters
  Score: Raw -676982.785369 + Penalty 2817.945240 = -674164.840130
  nChanged 291
		SP:Iteration 8Q (16360.920000 sec): 3 clusters
  Score: Raw -677244.969199 + Penalty 2817.945240 = -674427.023960
  nChanged 210
		SP:Iteration 9Q (16361.120000 sec): 3 clusters
  Score: Raw -677399.018048 + Penalty 2817.945240 = -674581.072808
  nChanged 162
		SP:Iteration 10Q (16361.260000 sec): 3 clusters
  Score: Raw -677492.625218 + Penalty 2817.945240 = -674674.679978
  nChanged 107
		SP:Iteration 11Q (16361.470000 sec): 3 clusters
  Score: Raw -677555.798561 + Penalty 2817.945240 = -674737.853321
  nChanged 90
		SP:Iteration 12Q (16361.650000 sec): 3 clusters
  Score: Raw -677609.141276 + Penalty 2817.945240 = -674791.196036
  nChanged 84
		SP:Iteration 13Q (16361.840000 sec): 3 clusters
  Score: Raw -677659.902006 + Penalty 2817.945240 = -674841.956766
  nChanged 86
		SP:Iteration 14Q (16362.020000 sec): 3 clusters
  Score: Raw -677703.714019 + Penalty 2817.945240 = -674885.768779
  nChanged 74
		SP:Iteration 15Q (16362.200000 sec): 3 clusters
  Score: Raw -677738.276589 + Penalty 2817.945240 = -674920.331349
  nChanged 51
		SP:Iteration 16Q (16362.380000 sec): 3 clusters
  Score: Raw -677763.780999 + Penalty 2817.945240 = -674945.835759
  nChanged 41
		SP:Iteration 17Q (16362.610000 sec): 3 clusters
  Score: Raw -677778.191267 + Penalty 2817.945240 = -674960.246027
  nChanged 21
		SP:Iteration 18Q (16362.800000 sec): 3 clusters
  Score: Raw -677783.929436 + Penalty 2817.945240 = -674965.984196
  nChanged 16
		SP:Iteration 19Q (16362.990000 sec): 3 clusters
  Score: Raw -677788.721083 + Penalty 2817.945240 = -674970.775843
  nChanged 17
		SP:Iteration 20F (16363.170000 sec): 3 clusters
  Score: Raw -677792.834299 + Penalty 2817.945240 = -674974.889059
  nChanged 11
		SP:Iteration 21Q (16363.360000 sec): 3 clusters
  Score: Raw -677796.361052 + Penalty 2817.945240 = -674978.415812
  nChanged 14
		SP:Iteration 22Q (16363.550000 sec): 3 clusters
  Score: Raw -677804.261114 + Penalty 2817.945240 = -674986.315875
  nChanged 14
		SP:Iteration 23Q (16363.760000 sec): 3 clusters
  Score: Raw -677809.291892 + Penalty 2817.945240 = -674991.346652
  nChanged 12
		SP:Iteration 24Q (16363.930000 sec): 3 clusters
  Score: Raw -677812.973415 + Penalty 2817.945240 = -674995.028175
  nChanged 16
		SP:Iteration 25Q (16364.150000 sec): 3 clusters
  Score: Raw -677819.202452 + Penalty 2817.945240 = -675001.257212
  nChanged 17
		SP:Iteration 26Q (16364.330000 sec): 3 clusters
  Score: Raw -677824.553909 + Penalty 2817.945240 = -675006.608669
  nChanged 12
		SP:Iteration 27Q (16364.510000 sec): 3 clusters
  Score: Raw -677829.598146 + Penalty 2817.945240 = -675011.652906
  nChanged 17
		SP:Iteration 28Q (16364.690000 sec): 3 clusters
  Score: Raw -677834.543996 + Penalty 2817.945240 = -675016.598756
  nChanged 8
		SP:Iteration 29Q (16364.890000 sec): 3 clusters
  Score: Raw -677836.468206 + Penalty 2817.945240 = -675018.522966
  nChanged 4
		SP:Iteration 30Q (16365.060000 sec): 3 clusters
  Score: Raw -677837.184383 + Penalty 2817.945240 = -675019.239143
  nChanged 3
		SP:Iteration 31Q (16365.250000 sec): 3 clusters
  Score: Raw -677837.537474 + Penalty 2817.945240 = -675019.592235
  nChanged 1
		SP:Iteration 32Q (16365.480000 sec): 3 clusters
  Score: Raw -677837.721664 + Penalty 2817.945240 = -675019.776424
  nChanged 0
		SP:Iteration 33F (16365.660000 sec): 3 clusters
  Score: Raw -677837.721664 + Penalty 2817.945240 = -675019.776424
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16365.770000 sec): 2 clusters
  Score: Raw -190531.361246 + Penalty 1202.997427 = -189328.363819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16365.940000 sec): 3 clusters
  Score: Raw -189905.859114 + Penalty 2405.994855 = -187499.864259
  nChanged 554
		SP:Iteration 1F (16366.090000 sec): 3 clusters
  Score: Raw -190340.955394 + Penalty 2405.994855 = -187934.960539
  nChanged 136
		SP:Iteration 2F (16366.290000 sec): 3 clusters
  Score: Raw -190481.991458 + Penalty 2405.994855 = -188075.996603
  nChanged 93
		SP:Iteration 3F (16366.460000 sec): 3 clusters
  Score: Raw -190590.831624 + Penalty 2405.994855 = -188184.836769
  nChanged 87
		SP:Iteration 4F (16366.630000 sec): 3 clusters
  Score: Raw -190686.012942 + Penalty 2405.994855 = -188280.018088
  nChanged 68
		SP:Iteration 5Q (16366.820000 sec): 3 clusters
  Score: Raw -190770.498588 + Penalty 2405.994855 = -188364.503733
  nChanged 65
		SP:Iteration 6Q (16367.020000 sec): 3 clusters
  Score: Raw -190874.576128 + Penalty 2405.994855 = -188468.581274
  nChanged 74
		SP:Iteration 7Q (16367.200000 sec): 3 clusters
  Score: Raw -190993.488357 + Penalty 2405.994855 = -188587.493503
  nChanged 68
		SP:Iteration 8Q (16367.370000 sec): 3 clusters
  Score: Raw -191108.582642 + Penalty 2405.994855 = -188702.587787
  nChanged 60
		SP:Iteration 9Q (16367.540000 sec): 3 clusters
  Score: Raw -191200.073241 + Penalty 2405.994855 = -188794.078386
  nChanged 42
		SP:Iteration 10Q (16367.740000 sec): 3 clusters
  Score: Raw -191247.326837 + Penalty 2405.994855 = -188841.331982
  nChanged 21
		SP:Iteration 11Q (16367.870000 sec): 3 clusters
  Score: Raw -191274.406195 + Penalty 2405.994855 = -188868.411340
  nChanged 13
		SP:Iteration 12Q (16368.050000 sec): 3 clusters
  Score: Raw -191291.729829 + Penalty 2405.994855 = -188885.734974
  nChanged 11
		SP:Iteration 13Q (16368.210000 sec): 3 clusters
  Score: Raw -191301.288634 + Penalty 2405.994855 = -188895.293779
  nChanged 7
		SP:Iteration 14Q (16368.420000 sec): 3 clusters
  Score: Raw -191308.251612 + Penalty 2405.994855 = -188902.256757
  nChanged 6
		SP:Iteration 15Q (16368.600000 sec): 3 clusters
  Score: Raw -191315.600550 + Penalty 2405.994855 = -188909.605696
  nChanged 7
		SP:Iteration 16Q (16368.740000 sec): 3 clusters
  Score: Raw -191320.176493 + Penalty 2405.994855 = -188914.181638
  nChanged 2
		SP:Iteration 17Q (16368.920000 sec): 3 clusters
  Score: Raw -191321.287323 + Penalty 2405.994855 = -188915.292468
  nChanged 0
		SP:Iteration 18F (16369.100000 sec): 3 clusters
  Score: Raw -191321.287323 + Penalty 2405.994855 = -188915.292468
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16369.180000 sec): 2 clusters
  Score: Raw -89140.580047 + Penalty 1091.839638 = -88048.740410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16369.330000 sec): 3 clusters
  Score: Raw -88979.678960 + Penalty 2183.679275 = -86795.999685
  nChanged 238
		SP:Iteration 1F (16369.520000 sec): 3 clusters
  Score: Raw -89372.414843 + Penalty 2183.679275 = -87188.735568
  nChanged 88
		SP:Iteration 2F (16369.690000 sec): 3 clusters
  Score: Raw -89639.016730 + Penalty 2183.679275 = -87455.337455
  nChanged 59
		SP:Iteration 3F (16369.890000 sec): 3 clusters
  Score: Raw -89777.204829 + Penalty 2183.679275 = -87593.525554
  nChanged 47
		SP:Iteration 4F (16370.040000 sec): 3 clusters
  Score: Raw -89885.514888 + Penalty 2183.679275 = -87701.835613
  nChanged 22
		SP:Iteration 5Q (16370.190000 sec): 3 clusters
  Score: Raw -89929.581129 + Penalty 2183.679275 = -87745.901853
  nChanged 16
		SP:Iteration 6Q (16370.400000 sec): 3 clusters
  Score: Raw -89955.511052 + Penalty 2183.679275 = -87771.831777
  nChanged 14
		SP:Iteration 7Q (16370.540000 sec): 3 clusters
  Score: Raw -89975.759156 + Penalty 2183.679275 = -87792.079881
  nChanged 11
		SP:Iteration 8Q (16370.750000 sec): 3 clusters
  Score: Raw -89988.923743 + Penalty 2183.679275 = -87805.244468
  nChanged 10
		SP:Iteration 9Q (16370.910000 sec): 3 clusters
  Score: Raw -90001.333587 + Penalty 2183.679275 = -87817.654311
  nChanged 8
		SP:Iteration 10Q (16371.060000 sec): 3 clusters
  Score: Raw -90019.391623 + Penalty 2183.679275 = -87835.712348
  nChanged 7
		SP:Iteration 11Q (16371.260000 sec): 3 clusters
  Score: Raw -90030.525189 + Penalty 2183.679275 = -87846.845914
  nChanged 4
		SP:Iteration 12Q (16371.410000 sec): 3 clusters
  Score: Raw -90037.990120 + Penalty 2183.679275 = -87854.310845
  nChanged 4
		SP:Iteration 13Q (16371.620000 sec): 3 clusters
  Score: Raw -90044.855424 + Penalty 2183.679275 = -87861.176149
  nChanged 6
		SP:Iteration 14Q (16371.790000 sec): 3 clusters
  Score: Raw -90049.858103 + Penalty 2183.679275 = -87866.178828
  nChanged 3
		SP:Iteration 15Q (16371.980000 sec): 3 clusters
  Score: Raw -90053.716364 + Penalty 2183.679275 = -87870.037089
  nChanged 3
		SP:Iteration 16Q (16372.130000 sec): 3 clusters
  Score: Raw -90056.364620 + Penalty 2183.679275 = -87872.685345
  nChanged 3
		SP:Iteration 17Q (16372.310000 sec): 3 clusters
  Score: Raw -90060.925529 + Penalty 2183.679275 = -87877.246254
  nChanged 4
		SP:Iteration 18Q (16372.460000 sec): 3 clusters
  Score: Raw -90073.805214 + Penalty 2183.679275 = -87890.125939
  nChanged 7
		SP:Iteration 19Q (16372.690000 sec): 3 clusters
  Score: Raw -90080.925025 + Penalty 2183.679275 = -87897.245750
  nChanged 5
		SP:Iteration 20F (16372.830000 sec): 3 clusters
  Score: Raw -90085.324052 + Penalty 2183.679275 = -87901.644777
  nChanged 3
		SP:Iteration 21Q (16373.040000 sec): 3 clusters
  Score: Raw -90088.431780 + Penalty 2183.679275 = -87904.752505
  nChanged 2
		SP:Iteration 22Q (16373.240000 sec): 3 clusters
  Score: Raw -90091.536843 + Penalty 2183.679275 = -87907.857567
  nChanged 1
		SP:Iteration 23Q (16373.400000 sec): 3 clusters
  Score: Raw -90094.925013 + Penalty 2183.679275 = -87911.245737
  nChanged 2
		SP:Iteration 24Q (16373.550000 sec): 3 clusters
  Score: Raw -90096.304408 + Penalty 2183.679275 = -87912.625133
  nChanged 1
		SP:Iteration 25Q (16373.740000 sec): 3 clusters
  Score: Raw -90098.860026 + Penalty 2183.679275 = -87915.180751
  nChanged 1
		SP:Iteration 26Q (16373.930000 sec): 3 clusters
  Score: Raw -90099.784729 + Penalty 2183.679275 = -87916.105453
  nChanged 0
		SP:Iteration 27F (16374.110000 sec): 3 clusters
  Score: Raw -90099.784729 + Penalty 2183.679275 = -87916.105453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16374.190000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16374.400000 sec): 3 clusters
  Score: Raw -62300.489414 + Penalty 2034.363976 = -60266.125438
  nChanged 118
		SP:Iteration 1F (16374.560000 sec): 3 clusters
  Score: Raw -62462.504980 + Penalty 2034.363976 = -60428.141004
  nChanged 22
		SP:Iteration 2Q (16374.730000 sec): 3 clusters
  Score: Raw -62486.877815 + Penalty 2034.363976 = -60452.513840
  nChanged 7
		SP:Iteration 3Q (16374.940000 sec): 3 clusters
  Score: Raw -62496.515725 + Penalty 2034.363976 = -60462.151749
  nChanged 2
		SP:Iteration 4Q (16375.120000 sec): 3 clusters
  Score: Raw -62503.156513 + Penalty 2034.363976 = -60468.792537
  nChanged 1
		SP:Iteration 5Q (16375.310000 sec): 3 clusters
  Score: Raw -62503.762770 + Penalty 2034.363976 = -60469.398794
  nChanged 1
		SP:Iteration 6Q (16375.470000 sec): 3 clusters
  Score: Raw -62504.640577 + Penalty 2034.363976 = -60470.276601
  nChanged 0
		SP:Iteration 7F (16375.690000 sec): 3 clusters
  Score: Raw -62504.640577 + Penalty 2034.363976 = -60470.276601
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16376.180000 sec): 2 clusters
  Score: Raw -12556569.354523 + Penalty 1875.231909 = -12554694.122615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16376.770000 sec): 3 clusters
  Score: Raw -12489736.680388 + Penalty 3750.463817 = -12485986.216571
  nChanged 49255
		SP:Iteration 1F (16377.350000 sec): 3 clusters
  Score: Raw -12518436.176521 + Penalty 3750.463817 = -12514685.712704
  nChanged 3276
		SP:Iteration 2Q (16377.950000 sec): 3 clusters
  Score: Raw -12519231.364867 + Penalty 3750.463817 = -12515480.901049
  nChanged 3520
		SP:Iteration 3Q (16378.530000 sec): 3 clusters
  Score: Raw -12520209.292706 + Penalty 3750.463817 = -12516458.828889
  nChanged 4063
		SP:Iteration 4Q (16379.110000 sec): 3 clusters
  Score: Raw -12521646.855890 + Penalty 3750.463817 = -12517896.392073
  nChanged 4962
		SP:Iteration 5Q (16379.700000 sec): 3 clusters
  Score: Raw -12523871.572485 + Penalty 3750.463817 = -12520121.108668
  nChanged 6098
		SP:Iteration 6F (16380.290000 sec): 3 clusters
  Score: Raw -12527356.145727 + Penalty 3750.463817 = -12523605.681910
  nChanged 7158
		SP:Iteration 7F (16380.870000 sec): 3 clusters
  Score: Raw -12532469.600584 + Penalty 3750.463817 = -12528719.136767
  nChanged 7432
		SP:Iteration 8F (16381.450000 sec): 3 clusters
  Score: Raw -12539015.285153 + Penalty 3750.463817 = -12535264.821336
  nChanged 6525
		SP:Iteration 9F (16382.020000 sec): 3 clusters
  Score: Raw -12545567.245165 + Penalty 3750.463817 = -12541816.781348
  nChanged 4431
		SP:Iteration 10Q (16382.570000 sec): 3 clusters
  Score: Raw -12550124.180814 + Penalty 3750.463817 = -12546373.716997
  nChanged 2643
		SP:Iteration 11Q (16383.140000 sec): 3 clusters
  Score: Raw -12552454.029582 + Penalty 3750.463817 = -12548703.565765
  nChanged 1678
		SP:Iteration 12Q (16383.690000 sec): 3 clusters
  Score: Raw -12553714.838801 + Penalty 3750.463817 = -12549964.374984
  nChanged 1264
		SP:Iteration 13Q (16384.230000 sec): 3 clusters
  Score: Raw -12554532.584443 + Penalty 3750.463817 = -12550782.120626
  nChanged 973
		SP:Iteration 14Q (16384.760000 sec): 3 clusters
  Score: Raw -12555112.153645 + Penalty 3750.463817 = -12551361.689828
  nChanged 778
		SP:Iteration 15Q (16385.290000 sec): 3 clusters
  Score: Raw -12555556.962052 + Penalty 3750.463817 = -12551806.498235
  nChanged 634
		SP:Iteration 16Q (16385.800000 sec): 3 clusters
  Score: Raw -12555913.373774 + Penalty 3750.463817 = -12552162.909957
  nChanged 520
		SP:Iteration 17Q (16386.320000 sec): 3 clusters
  Score: Raw -12556173.469448 + Penalty 3750.463817 = -12552423.005630
  nChanged 400
		SP:Iteration 18Q (16386.870000 sec): 3 clusters
  Score: Raw -12556363.763823 + Penalty 3750.463817 = -12552613.300005
  nChanged 316
		SP:Iteration 19Q (16387.390000 sec): 3 clusters
  Score: Raw -12556501.306162 + Penalty 3750.463817 = -12552750.842345
  nChanged 276
		SP:Iteration 20F (16387.940000 sec): 3 clusters
  Score: Raw -12556608.150818 + Penalty 3750.463817 = -12552857.687000
  nChanged 200
		SP:Iteration 21Q (16388.490000 sec): 3 clusters
  Score: Raw -12556681.972402 + Penalty 3750.463817 = -12552931.508585
  nChanged 151
		SP:Iteration 22Q (16389.030000 sec): 3 clusters
  Score: Raw -12556729.454764 + Penalty 3750.463817 = -12552978.990946
  nChanged 128
		SP:Iteration 23Q (16389.550000 sec): 3 clusters
  Score: Raw -12556771.137458 + Penalty 3750.463817 = -12553020.673641
  nChanged 113
		SP:Iteration 24Q (16390.140000 sec): 3 clusters
  Score: Raw -12556805.809537 + Penalty 3750.463817 = -12553055.345719
  nChanged 95
		SP:Iteration 25Q (16390.700000 sec): 3 clusters
  Score: Raw -12556831.248707 + Penalty 3750.463817 = -12553080.784889
  nChanged 73
		SP:Iteration 26Q (16391.240000 sec): 3 clusters
  Score: Raw -12556852.485377 + Penalty 3750.463817 = -12553102.021560
  nChanged 61
		SP:Iteration 27Q (16391.780000 sec): 3 clusters
  Score: Raw -12556867.364911 + Penalty 3750.463817 = -12553116.901094
  nChanged 44
		SP:Iteration 28Q (16392.370000 sec): 3 clusters
  Score: Raw -12556877.829242 + Penalty 3750.463817 = -12553127.365425
  nChanged 43
		SP:Iteration 29Q (16392.940000 sec): 3 clusters
  Score: Raw -12556888.105773 + Penalty 3750.463817 = -12553137.641956
  nChanged 33
		SP:Iteration 30Q (16393.540000 sec): 3 clusters
  Score: Raw -12556894.856979 + Penalty 3750.463817 = -12553144.393162
  nChanged 27
		SP:Iteration 31Q (16394.080000 sec): 3 clusters
  Score: Raw -12556902.760618 + Penalty 3750.463817 = -12553152.296800
  nChanged 32
		SP:Iteration 32Q (16394.620000 sec): 3 clusters
  Score: Raw -12556910.348121 + Penalty 3750.463817 = -12553159.884303
  nChanged 30
		SP:Iteration 33Q (16395.150000 sec): 3 clusters
  Score: Raw -12556917.750142 + Penalty 3750.463817 = -12553167.286325
  nChanged 27
		SP:Iteration 34Q (16395.660000 sec): 3 clusters
  Score: Raw -12556926.383122 + Penalty 3750.463817 = -12553175.919305
  nChanged 32
		SP:Iteration 35Q (16396.210000 sec): 3 clusters
  Score: Raw -12556936.515424 + Penalty 3750.463817 = -12553186.051607
  nChanged 45
		SP:Iteration 36Q (16396.760000 sec): 3 clusters
  Score: Raw -12556950.290973 + Penalty 3750.463817 = -12553199.827156
  nChanged 36
		SP:Iteration 37Q (16397.270000 sec): 3 clusters
  Score: Raw -12556962.986419 + Penalty 3750.463817 = -12553212.522602
  nChanged 40
		SP:Iteration 38Q (16397.810000 sec): 3 clusters
  Score: Raw -12556974.393189 + Penalty 3750.463817 = -12553223.929371
  nChanged 30
		SP:Iteration 39Q (16398.390000 sec): 3 clusters
  Score: Raw -12556982.884438 + Penalty 3750.463817 = -12553232.420621
  nChanged 19
		SP:Iteration 40F (16399.010000 sec): 3 clusters
  Score: Raw -12556988.456735 + Penalty 3750.463817 = -12553237.992918
  nChanged 20
		SP:Iteration 41Q (16399.540000 sec): 3 clusters
  Score: Raw -12556995.023614 + Penalty 3750.463817 = -12553244.559797
  nChanged 31
		SP:Iteration 42Q (16400.060000 sec): 3 clusters
  Score: Raw -12557005.198079 + Penalty 3750.463817 = -12553254.734261
  nChanged 31
		SP:Iteration 43Q (16400.560000 sec): 3 clusters
  Score: Raw -12557015.206057 + Penalty 3750.463817 = -12553264.742239
  nChanged 29
		SP:Iteration 44Q (16401.100000 sec): 3 clusters
  Score: Raw -12557024.653688 + Penalty 3750.463817 = -12553274.189871
  nChanged 20
		SP:Iteration 45Q (16401.610000 sec): 3 clusters
  Score: Raw -12557030.163217 + Penalty 3750.463817 = -12553279.699400
  nChanged 14
		SP:Iteration 46Q (16402.150000 sec): 3 clusters
  Score: Raw -12557033.703151 + Penalty 3750.463817 = -12553283.239334
  nChanged 12
		SP:Iteration 47Q (16402.670000 sec): 3 clusters
  Score: Raw -12557036.892484 + Penalty 3750.463817 = -12553286.428666
  nChanged 10
		SP:Iteration 48Q (16403.240000 sec): 3 clusters
  Score: Raw -12557039.586905 + Penalty 3750.463817 = -12553289.123088
  nChanged 12
		SP:Iteration 49Q (16403.760000 sec): 3 clusters
  Score: Raw -12557042.278822 + Penalty 3750.463817 = -12553291.815005
  nChanged 9
		SP:Iteration 50Q (16404.280000 sec): 3 clusters
  Score: Raw -12557044.011731 + Penalty 3750.463817 = -12553293.547914
  nChanged 3
		SP:Iteration 51Q (16404.800000 sec): 3 clusters
  Score: Raw -12557044.546081 + Penalty 3750.463817 = -12553294.082264
  nChanged 3
		SP:Iteration 52Q (16405.300000 sec): 3 clusters
  Score: Raw -12557045.039076 + Penalty 3750.463817 = -12553294.575259
  nChanged 3
		SP:Iteration 53Q (16405.780000 sec): 3 clusters
  Score: Raw -12557045.701042 + Penalty 3750.463817 = -12553295.237225
  nChanged 6
		SP:Iteration 54Q (16406.270000 sec): 3 clusters
  Score: Raw -12557046.541720 + Penalty 3750.463817 = -12553296.077903
  nChanged 2
		SP:Iteration 55Q (16406.740000 sec): 3 clusters
  Score: Raw -12557047.058412 + Penalty 3750.463817 = -12553296.594595
  nChanged 1
		SP:Iteration 56Q (16407.210000 sec): 3 clusters
  Score: Raw -12557047.197059 + Penalty 3750.463817 = -12553296.733241
  nChanged 0
		SP:Iteration 57F (16407.740000 sec): 3 clusters
  Score: Raw -12557047.197059 + Penalty 3750.463817 = -12553296.733241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16407.880000 sec): 2 clusters
  Score: Raw -1600091.979096 + Penalty 1541.807778 = -1598550.171318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16408.090000 sec): 3 clusters
  Score: Raw -1592414.372813 + Penalty 3083.615556 = -1589330.757258
  nChanged 5766
		SP:Iteration 1F (16408.340000 sec): 3 clusters
  Score: Raw -1595746.215339 + Penalty 3083.615556 = -1592662.599783
  nChanged 929
		SP:Iteration 2F (16408.550000 sec): 3 clusters
  Score: Raw -1596256.871113 + Penalty 3083.615556 = -1593173.255557
  nChanged 925
		SP:Iteration 3F (16408.790000 sec): 3 clusters
  Score: Raw -1596809.243243 + Penalty 3083.615556 = -1593725.627687
  nChanged 871
		SP:Iteration 4F (16408.990000 sec): 3 clusters
  Score: Raw -1597365.815766 + Penalty 3083.615556 = -1594282.200210
  nChanged 757
		SP:Iteration 5F (16409.210000 sec): 3 clusters
  Score: Raw -1597838.065242 + Penalty 3083.615556 = -1594754.449687
  nChanged 690
		SP:Iteration 6F (16409.440000 sec): 3 clusters
  Score: Raw -1598320.142293 + Penalty 3083.615556 = -1595236.526737
  nChanged 645
		SP:Iteration 7Q (16409.640000 sec): 3 clusters
  Score: Raw -1598872.961837 + Penalty 3083.615556 = -1595789.346281
  nChanged 615
		SP:Iteration 8Q (16409.860000 sec): 3 clusters
  Score: Raw -1599581.339693 + Penalty 3083.615556 = -1596497.724138
  nChanged 592
		SP:Iteration 9Q (16410.120000 sec): 3 clusters
  Score: Raw -1600176.960637 + Penalty 3083.615556 = -1597093.345081
  nChanged 471
		SP:Iteration 10Q (16410.310000 sec): 3 clusters
  Score: Raw -1600504.963266 + Penalty 3083.615556 = -1597421.347711
  nChanged 331
		SP:Iteration 11Q (16410.540000 sec): 3 clusters
  Score: Raw -1600664.558844 + Penalty 3083.615556 = -1597580.943289
  nChanged 217
		SP:Iteration 12Q (16410.800000 sec): 3 clusters
  Score: Raw -1600754.772102 + Penalty 3083.615556 = -1597671.156547
  nChanged 152
		SP:Iteration 13Q (16411.020000 sec): 3 clusters
  Score: Raw -1600814.470972 + Penalty 3083.615556 = -1597730.855416
  nChanged 112
		SP:Iteration 14Q (16411.230000 sec): 3 clusters
  Score: Raw -1600841.872868 + Penalty 3083.615556 = -1597758.257312
  nChanged 76
		SP:Iteration 15Q (16411.440000 sec): 3 clusters
  Score: Raw -1600854.334495 + Penalty 3083.615556 = -1597770.718940
  nChanged 44
		SP:Iteration 16Q (16411.680000 sec): 3 clusters
  Score: Raw -1600864.416911 + Penalty 3083.615556 = -1597780.801356
  nChanged 48
		SP:Iteration 17Q (16411.900000 sec): 3 clusters
  Score: Raw -1600873.608796 + Penalty 3083.615556 = -1597789.993240
  nChanged 48
		SP:Iteration 18Q (16412.140000 sec): 3 clusters
  Score: Raw -1600880.774747 + Penalty 3083.615556 = -1597797.159191
  nChanged 28
		SP:Iteration 19Q (16412.380000 sec): 3 clusters
  Score: Raw -1600884.368696 + Penalty 3083.615556 = -1597800.753140
  nChanged 23
		SP:Iteration 20F (16412.560000 sec): 3 clusters
  Score: Raw -1600888.230230 + Penalty 3083.615556 = -1597804.614675
  nChanged 16
		SP:Iteration 21Q (16412.770000 sec): 3 clusters
  Score: Raw -1600890.450241 + Penalty 3083.615556 = -1597806.834685
  nChanged 15
		SP:Iteration 22Q (16412.960000 sec): 3 clusters
  Score: Raw -1600892.135579 + Penalty 3083.615556 = -1597808.520023
  nChanged 10
		SP:Iteration 23Q (16413.190000 sec): 3 clusters
  Score: Raw -1600893.427979 + Penalty 3083.615556 = -1597809.812423
  nChanged 11
		SP:Iteration 24Q (16413.440000 sec): 3 clusters
  Score: Raw -1600894.553591 + Penalty 3083.615556 = -1597810.938036
  nChanged 9
		SP:Iteration 25Q (16413.650000 sec): 3 clusters
  Score: Raw -1600895.565586 + Penalty 3083.615556 = -1597811.950031
  nChanged 6
		SP:Iteration 26Q (16413.880000 sec): 3 clusters
  Score: Raw -1600896.092911 + Penalty 3083.615556 = -1597812.477356
  nChanged 2
		SP:Iteration 27Q (16414.110000 sec): 3 clusters
  Score: Raw -1600896.277812 + Penalty 3083.615556 = -1597812.662257
  nChanged 2
		SP:Iteration 28Q (16414.300000 sec): 3 clusters
  Score: Raw -1600896.516454 + Penalty 3083.615556 = -1597812.900898
  nChanged 0
		SP:Iteration 29F (16414.520000 sec): 3 clusters
  Score: Raw -1600896.516454 + Penalty 3083.615556 = -1597812.900898
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16414.620000 sec): 2 clusters
  Score: Raw -141499.672714 + Penalty 1153.082648 = -140346.590066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16414.770000 sec): 3 clusters
  Score: Raw -141050.186509 + Penalty 2306.165297 = -138744.021212
  nChanged 363
		SP:Iteration 1F (16414.940000 sec): 3 clusters
  Score: Raw -141304.688021 + Penalty 2306.165297 = -138998.522724
  nChanged 82
		SP:Iteration 2F (16415.120000 sec): 3 clusters
  Score: Raw -141380.572842 + Penalty 2306.165297 = -139074.407545
  nChanged 52
		SP:Iteration 3Q (16415.300000 sec): 3 clusters
  Score: Raw -141423.998868 + Penalty 2306.165297 = -139117.833571
  nChanged 32
		SP:Iteration 4Q (16415.490000 sec): 3 clusters
  Score: Raw -141451.214089 + Penalty 2306.165297 = -139145.048793
  nChanged 29
		SP:Iteration 5Q (16415.660000 sec): 3 clusters
  Score: Raw -141474.742628 + Penalty 2306.165297 = -139168.577331
  nChanged 23
		SP:Iteration 6Q (16415.820000 sec): 3 clusters
  Score: Raw -141496.770204 + Penalty 2306.165297 = -139190.604907
  nChanged 26
		SP:Iteration 7Q (16416.040000 sec): 3 clusters
  Score: Raw -141518.835138 + Penalty 2306.165297 = -139212.669841
  nChanged 24
		SP:Iteration 8Q (16416.200000 sec): 3 clusters
  Score: Raw -141537.453421 + Penalty 2306.165297 = -139231.288124
  nChanged 20
		SP:Iteration 9Q (16416.380000 sec): 3 clusters
  Score: Raw -141557.134149 + Penalty 2306.165297 = -139250.968852
  nChanged 16
		SP:Iteration 10Q (16416.550000 sec): 3 clusters
  Score: Raw -141570.611053 + Penalty 2306.165297 = -139264.445756
  nChanged 12
		SP:Iteration 11Q (16416.720000 sec): 3 clusters
  Score: Raw -141582.198764 + Penalty 2306.165297 = -139276.033467
  nChanged 9
		SP:Iteration 12Q (16416.890000 sec): 3 clusters
  Score: Raw -141590.432881 + Penalty 2306.165297 = -139284.267584
  nChanged 8
		SP:Iteration 13Q (16417.050000 sec): 3 clusters
  Score: Raw -141596.587445 + Penalty 2306.165297 = -139290.422148
  nChanged 6
		SP:Iteration 14Q (16417.200000 sec): 3 clusters
  Score: Raw -141600.149794 + Penalty 2306.165297 = -139293.984497
  nChanged 3
		SP:Iteration 15Q (16417.420000 sec): 3 clusters
  Score: Raw -141603.304908 + Penalty 2306.165297 = -139297.139611
  nChanged 6
		SP:Iteration 16Q (16417.600000 sec): 3 clusters
  Score: Raw -141607.388054 + Penalty 2306.165297 = -139301.222757
  nChanged 8
		SP:Iteration 17Q (16417.740000 sec): 3 clusters
  Score: Raw -141613.873403 + Penalty 2306.165297 = -139307.708106
  nChanged 4
		SP:Iteration 18Q (16417.930000 sec): 3 clusters
  Score: Raw -141618.302579 + Penalty 2306.165297 = -139312.137282
  nChanged 4
		SP:Iteration 19Q (16418.090000 sec): 3 clusters
  Score: Raw -141620.250371 + Penalty 2306.165297 = -139314.085074
  nChanged 3
		SP:Iteration 20F (16418.310000 sec): 3 clusters
  Score: Raw -141621.745790 + Penalty 2306.165297 = -139315.580493
  nChanged 1
		SP:Iteration 21Q (16418.460000 sec): 3 clusters
  Score: Raw -141622.001981 + Penalty 2306.165297 = -139315.836684
  nChanged 1
		SP:Iteration 22Q (16418.640000 sec): 3 clusters
  Score: Raw -141622.369584 + Penalty 2306.165297 = -139316.204287
  nChanged 0
		SP:Iteration 23F (16418.830000 sec): 3 clusters
  Score: Raw -141622.369584 + Penalty 2306.165297 = -139316.204287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16418.970000 sec): 2 clusters
  Score: Raw -540496.015706 + Penalty 1378.119706 = -539117.896000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16419.160000 sec): 3 clusters
  Score: Raw -538036.163589 + Penalty 2756.239413 = -535279.924176
  nChanged 2019
		SP:Iteration 1F (16419.300000 sec): 3 clusters
  Score: Raw -539288.330452 + Penalty 2756.239413 = -536532.091039
  nChanged 378
		SP:Iteration 2F (16419.500000 sec): 3 clusters
  Score: Raw -539612.546467 + Penalty 2756.239413 = -536856.307055
  nChanged 334
		SP:Iteration 3F (16419.680000 sec): 3 clusters
  Score: Raw -539895.321175 + Penalty 2756.239413 = -537139.081762
  nChanged 300
		SP:Iteration 4F (16419.870000 sec): 3 clusters
  Score: Raw -540131.793240 + Penalty 2756.239413 = -537375.553827
  nChanged 243
		SP:Iteration 5F (16420.060000 sec): 3 clusters
  Score: Raw -540317.168735 + Penalty 2756.239413 = -537560.929323
  nChanged 191
		SP:Iteration 6Q (16420.200000 sec): 3 clusters
  Score: Raw -540430.921458 + Penalty 2756.239413 = -537674.682046
  nChanged 162
		SP:Iteration 7Q (16420.390000 sec): 3 clusters
  Score: Raw -540535.396716 + Penalty 2756.239413 = -537779.157304
  nChanged 147
		SP:Iteration 8Q (16420.580000 sec): 3 clusters
  Score: Raw -540634.477567 + Penalty 2756.239413 = -537878.238154
  nChanged 125
		SP:Iteration 9Q (16420.780000 sec): 3 clusters
  Score: Raw -540705.279962 + Penalty 2756.239413 = -537949.040550
  nChanged 120
		SP:Iteration 10Q (16420.970000 sec): 3 clusters
  Score: Raw -540779.649640 + Penalty 2756.239413 = -538023.410227
  nChanged 104
		SP:Iteration 11Q (16421.170000 sec): 3 clusters
  Score: Raw -540849.477851 + Penalty 2756.239413 = -538093.238438
  nChanged 104
		SP:Iteration 12Q (16421.360000 sec): 3 clusters
  Score: Raw -540904.508573 + Penalty 2756.239413 = -538148.269160
  nChanged 79
		SP:Iteration 13Q (16421.580000 sec): 3 clusters
  Score: Raw -540946.616435 + Penalty 2756.239413 = -538190.377022
  nChanged 75
		SP:Iteration 14Q (16421.780000 sec): 3 clusters
  Score: Raw -540985.875166 + Penalty 2756.239413 = -538229.635753
  nChanged 65
		SP:Iteration 15Q (16421.940000 sec): 3 clusters
  Score: Raw -541028.476423 + Penalty 2756.239413 = -538272.237010
  nChanged 56
		SP:Iteration 16Q (16422.150000 sec): 3 clusters
  Score: Raw -541068.424921 + Penalty 2756.239413 = -538312.185508
  nChanged 57
		SP:Iteration 17Q (16422.380000 sec): 3 clusters
  Score: Raw -541105.375875 + Penalty 2756.239413 = -538349.136463
  nChanged 63
		SP:Iteration 18Q (16422.530000 sec): 3 clusters
  Score: Raw -541151.812705 + Penalty 2756.239413 = -538395.573293
  nChanged 70
		SP:Iteration 19Q (16422.740000 sec): 3 clusters
  Score: Raw -541194.513992 + Penalty 2756.239413 = -538438.274580
  nChanged 65
		SP:Iteration 20F (16422.920000 sec): 3 clusters
  Score: Raw -541229.803668 + Penalty 2756.239413 = -538473.564255
  nChanged 52
		SP:Iteration 21Q (16423.140000 sec): 3 clusters
  Score: Raw -541252.520684 + Penalty 2756.239413 = -538496.281271
  nChanged 44
		SP:Iteration 22Q (16423.340000 sec): 3 clusters
  Score: Raw -541274.811360 + Penalty 2756.239413 = -538518.571947
  nChanged 39
		SP:Iteration 23Q (16423.530000 sec): 3 clusters
  Score: Raw -541293.566989 + Penalty 2756.239413 = -538537.327576
  nChanged 33
		SP:Iteration 24Q (16423.700000 sec): 3 clusters
  Score: Raw -541315.502580 + Penalty 2756.239413 = -538559.263167
  nChanged 40
		SP:Iteration 25Q (16423.860000 sec): 3 clusters
  Score: Raw -541342.958085 + Penalty 2756.239413 = -538586.718673
  nChanged 49
		SP:Iteration 26Q (16424.070000 sec): 3 clusters
  Score: Raw -541377.683642 + Penalty 2756.239413 = -538621.444229
  nChanged 40
		SP:Iteration 27Q (16424.320000 sec): 3 clusters
  Score: Raw -541399.503837 + Penalty 2756.239413 = -538643.264425
  nChanged 37
		SP:Iteration 28Q (16424.510000 sec): 3 clusters
  Score: Raw -541417.653149 + Penalty 2756.239413 = -538661.413737
  nChanged 25
		SP:Iteration 29Q (16424.700000 sec): 3 clusters
  Score: Raw -541426.858091 + Penalty 2756.239413 = -538670.618678
  nChanged 20
		SP:Iteration 30Q (16424.900000 sec): 3 clusters
  Score: Raw -541432.514301 + Penalty 2756.239413 = -538676.274888
  nChanged 10
		SP:Iteration 31Q (16425.130000 sec): 3 clusters
  Score: Raw -541435.957848 + Penalty 2756.239413 = -538679.718436
  nChanged 7
		SP:Iteration 32Q (16425.360000 sec): 3 clusters
  Score: Raw -541437.905725 + Penalty 2756.239413 = -538681.666312
  nChanged 4
		SP:Iteration 33Q (16425.550000 sec): 3 clusters
  Score: Raw -541439.201729 + Penalty 2756.239413 = -538682.962316
  nChanged 4
		SP:Iteration 34Q (16425.730000 sec): 3 clusters
  Score: Raw -541440.475360 + Penalty 2756.239413 = -538684.235947
  nChanged 5
		SP:Iteration 35Q (16425.910000 sec): 3 clusters
  Score: Raw -541441.466097 + Penalty 2756.239413 = -538685.226684
  nChanged 3
		SP:Iteration 36Q (16426.130000 sec): 3 clusters
  Score: Raw -541441.745110 + Penalty 2756.239413 = -538685.505698
  nChanged 1
		SP:Iteration 37Q (16426.360000 sec): 3 clusters
  Score: Raw -541441.893211 + Penalty 2756.239413 = -538685.653798
  nChanged 0
		SP:Iteration 38F (16426.560000 sec): 3 clusters
  Score: Raw -541441.893211 + Penalty 2756.239413 = -538685.653798
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16426.650000 sec): 2 clusters
  Score: Raw -141992.597811 + Penalty 1176.838383 = -140815.759427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16426.840000 sec): 3 clusters
  Score: Raw -141499.531658 + Penalty 2353.676767 = -139145.854891
  nChanged 475
		SP:Iteration 1F (16427.020000 sec): 3 clusters
  Score: Raw -141976.929883 + Penalty 2353.676767 = -139623.253116
  nChanged 141
		SP:Iteration 2F (16427.200000 sec): 3 clusters
  Score: Raw -142172.009762 + Penalty 2353.676767 = -139818.332995
  nChanged 92
		SP:Iteration 3F (16427.320000 sec): 3 clusters
  Score: Raw -142285.158118 + Penalty 2353.676767 = -139931.481352
  nChanged 52
		SP:Iteration 4Q (16427.510000 sec): 3 clusters
  Score: Raw -142343.933980 + Penalty 2353.676767 = -139990.257214
  nChanged 37
		SP:Iteration 5Q (16427.660000 sec): 3 clusters
  Score: Raw -142397.780522 + Penalty 2353.676767 = -140044.103755
  nChanged 24
		SP:Iteration 6Q (16427.850000 sec): 3 clusters
  Score: Raw -142423.397910 + Penalty 2353.676767 = -140069.721143
  nChanged 27
		SP:Iteration 7Q (16427.990000 sec): 3 clusters
  Score: Raw -142442.957786 + Penalty 2353.676767 = -140089.281020
  nChanged 20
		SP:Iteration 8Q (16428.190000 sec): 3 clusters
  Score: Raw -142455.169417 + Penalty 2353.676767 = -140101.492651
  nChanged 19
		SP:Iteration 9Q (16428.360000 sec): 3 clusters
  Score: Raw -142468.284953 + Penalty 2353.676767 = -140114.608186
  nChanged 13
		SP:Iteration 10Q (16428.520000 sec): 3 clusters
  Score: Raw -142475.071948 + Penalty 2353.676767 = -140121.395181
  nChanged 8
		SP:Iteration 11Q (16428.710000 sec): 3 clusters
  Score: Raw -142479.099278 + Penalty 2353.676767 = -140125.422511
  nChanged 7
		SP:Iteration 12Q (16428.880000 sec): 3 clusters
  Score: Raw -142484.255349 + Penalty 2353.676767 = -140130.578582
  nChanged 4
		SP:Iteration 13Q (16429.060000 sec): 3 clusters
  Score: Raw -142485.575340 + Penalty 2353.676767 = -140131.898573
  nChanged 4
		SP:Iteration 14Q (16429.240000 sec): 3 clusters
  Score: Raw -142488.159902 + Penalty 2353.676767 = -140134.483135
  nChanged 2
		SP:Iteration 15Q (16429.380000 sec): 3 clusters
  Score: Raw -142490.281856 + Penalty 2353.676767 = -140136.605089
  nChanged 3
		SP:Iteration 16Q (16429.560000 sec): 3 clusters
  Score: Raw -142491.083071 + Penalty 2353.676767 = -140137.406304
  nChanged 1
		SP:Iteration 17Q (16429.710000 sec): 3 clusters
  Score: Raw -142493.845620 + Penalty 2353.676767 = -140140.168853
  nChanged 4
		SP:Iteration 18Q (16429.920000 sec): 3 clusters
  Score: Raw -142497.433295 + Penalty 2353.676767 = -140143.756528
  nChanged 4
		SP:Iteration 19Q (16430.060000 sec): 3 clusters
  Score: Raw -142505.657693 + Penalty 2353.676767 = -140151.980926
  nChanged 9
		SP:Iteration 20F (16430.250000 sec): 3 clusters
  Score: Raw -142515.121072 + Penalty 2353.676767 = -140161.444306
  nChanged 6
		SP:Iteration 21Q (16430.440000 sec): 3 clusters
  Score: Raw -142517.509706 + Penalty 2353.676767 = -140163.832939
  nChanged 3
		SP:Iteration 22Q (16430.650000 sec): 3 clusters
  Score: Raw -142522.100508 + Penalty 2353.676767 = -140168.423741
  nChanged 6
		SP:Iteration 23Q (16430.850000 sec): 3 clusters
  Score: Raw -142526.325925 + Penalty 2353.676767 = -140172.649158
  nChanged 6
		SP:Iteration 24Q (16431.020000 sec): 3 clusters
  Score: Raw -142530.218150 + Penalty 2353.676767 = -140176.541383
  nChanged 5
		SP:Iteration 25Q (16431.220000 sec): 3 clusters
  Score: Raw -142531.946261 + Penalty 2353.676767 = -140178.269494
  nChanged 0
		SP:Iteration 26F (16431.400000 sec): 3 clusters
  Score: Raw -142531.946261 + Penalty 2353.676767 = -140178.269494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16431.510000 sec): 2 clusters
  Score: Raw -134940.294286 + Penalty 1144.655346 = -133795.638940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16431.690000 sec): 3 clusters
  Score: Raw -134546.432337 + Penalty 2289.310692 = -132257.121645
  nChanged 341
		SP:Iteration 1F (16431.830000 sec): 3 clusters
  Score: Raw -134859.484573 + Penalty 2289.310692 = -132570.173881
  nChanged 102
		SP:Iteration 2F (16432.050000 sec): 3 clusters
  Score: Raw -134950.363647 + Penalty 2289.310692 = -132661.052956
  nChanged 41
		SP:Iteration 3Q (16432.190000 sec): 3 clusters
  Score: Raw -134993.797128 + Penalty 2289.310692 = -132704.486436
  nChanged 39
		SP:Iteration 4Q (16432.360000 sec): 3 clusters
  Score: Raw -135031.715059 + Penalty 2289.310692 = -132742.404368
  nChanged 31
		SP:Iteration 5Q (16432.530000 sec): 3 clusters
  Score: Raw -135051.997897 + Penalty 2289.310692 = -132762.687205
  nChanged 15
		SP:Iteration 6Q (16432.740000 sec): 3 clusters
  Score: Raw -135064.054341 + Penalty 2289.310692 = -132774.743649
  nChanged 11
		SP:Iteration 7Q (16432.890000 sec): 3 clusters
  Score: Raw -135078.024079 + Penalty 2289.310692 = -132788.713388
  nChanged 11
		SP:Iteration 8Q (16433.120000 sec): 3 clusters
  Score: Raw -135092.064962 + Penalty 2289.310692 = -132802.754270
  nChanged 13
		SP:Iteration 9Q (16433.280000 sec): 3 clusters
  Score: Raw -135098.923464 + Penalty 2289.310692 = -132809.612772
  nChanged 12
		SP:Iteration 10Q (16433.470000 sec): 3 clusters
  Score: Raw -135105.868282 + Penalty 2289.310692 = -132816.557590
  nChanged 8
		SP:Iteration 11Q (16433.640000 sec): 3 clusters
  Score: Raw -135109.576971 + Penalty 2289.310692 = -132820.266280
  nChanged 5
		SP:Iteration 12Q (16433.830000 sec): 3 clusters
  Score: Raw -135111.937656 + Penalty 2289.310692 = -132822.626964
  nChanged 7
		SP:Iteration 13Q (16434.020000 sec): 3 clusters
  Score: Raw -135116.714477 + Penalty 2289.310692 = -132827.403785
  nChanged 5
		SP:Iteration 14Q (16434.200000 sec): 3 clusters
  Score: Raw -135121.955756 + Penalty 2289.310692 = -132832.645064
  nChanged 6
		SP:Iteration 15Q (16434.430000 sec): 3 clusters
  Score: Raw -135130.042671 + Penalty 2289.310692 = -132840.731979
  nChanged 4
		SP:Iteration 16Q (16434.600000 sec): 3 clusters
  Score: Raw -135140.899352 + Penalty 2289.310692 = -132851.588661
  nChanged 5
		SP:Iteration 17Q (16434.790000 sec): 3 clusters
  Score: Raw -135149.491980 + Penalty 2289.310692 = -132860.181288
  nChanged 11
		SP:Iteration 18Q (16434.970000 sec): 3 clusters
  Score: Raw -135160.066132 + Penalty 2289.310692 = -132870.755440
  nChanged 12
		SP:Iteration 19Q (16435.160000 sec): 3 clusters
  Score: Raw -135168.912128 + Penalty 2289.310692 = -132879.601436
  nChanged 9
		SP:Iteration 20F (16435.370000 sec): 3 clusters
  Score: Raw -135173.971542 + Penalty 2289.310692 = -132884.660851
  nChanged 7
		SP:Iteration 21Q (16435.550000 sec): 3 clusters
  Score: Raw -135178.751427 + Penalty 2289.310692 = -132889.440735
  nChanged 7
		SP:Iteration 22Q (16435.710000 sec): 3 clusters
  Score: Raw -135192.203375 + Penalty 2289.310692 = -132902.892683
  nChanged 8
		SP:Iteration 23Q (16435.830000 sec): 3 clusters
  Score: Raw -135203.605198 + Penalty 2289.310692 = -132914.294507
  nChanged 10
		SP:Iteration 24Q (16436.010000 sec): 3 clusters
  Score: Raw -135218.479538 + Penalty 2289.310692 = -132929.168847
  nChanged 13
		SP:Iteration 25Q (16436.220000 sec): 3 clusters
  Score: Raw -135228.367592 + Penalty 2289.310692 = -132939.056900
  nChanged 15
		SP:Iteration 26Q (16436.390000 sec): 3 clusters
  Score: Raw -135245.356285 + Penalty 2289.310692 = -132956.045593
  nChanged 16
		SP:Iteration 27Q (16436.570000 sec): 3 clusters
  Score: Raw -135259.894672 + Penalty 2289.310692 = -132970.583981
  nChanged 14
		SP:Iteration 28Q (16436.730000 sec): 3 clusters
  Score: Raw -135280.472311 + Penalty 2289.310692 = -132991.161619
  nChanged 18
		SP:Iteration 29Q (16436.890000 sec): 3 clusters
  Score: Raw -135301.070793 + Penalty 2289.310692 = -133011.760101
  nChanged 20
		SP:Iteration 30Q (16437.050000 sec): 3 clusters
  Score: Raw -135322.543662 + Penalty 2289.310692 = -133033.232971
  nChanged 13
		SP:Iteration 31Q (16437.250000 sec): 3 clusters
  Score: Raw -135332.280980 + Penalty 2289.310692 = -133042.970288
  nChanged 6
		SP:Iteration 32Q (16437.400000 sec): 3 clusters
  Score: Raw -135336.613672 + Penalty 2289.310692 = -133047.302980
  nChanged 5
		SP:Iteration 33Q (16437.620000 sec): 3 clusters
  Score: Raw -135342.612788 + Penalty 2289.310692 = -133053.302097
  nChanged 6
		SP:Iteration 34Q (16437.790000 sec): 3 clusters
  Score: Raw -135348.699710 + Penalty 2289.310692 = -133059.389018
  nChanged 4
		SP:Iteration 35Q (16437.990000 sec): 3 clusters
  Score: Raw -135351.900688 + Penalty 2289.310692 = -133062.589996
  nChanged 3
		SP:Iteration 36Q (16438.200000 sec): 3 clusters
  Score: Raw -135356.537864 + Penalty 2289.310692 = -133067.227172
  nChanged 3
		SP:Iteration 37Q (16438.400000 sec): 3 clusters
  Score: Raw -135359.174809 + Penalty 2289.310692 = -133069.864117
  nChanged 3
		SP:Iteration 38Q (16438.580000 sec): 3 clusters
  Score: Raw -135361.470966 + Penalty 2289.310692 = -133072.160274
  nChanged 5
		SP:Iteration 39Q (16438.750000 sec): 3 clusters
  Score: Raw -135365.517400 + Penalty 2289.310692 = -133076.206709
  nChanged 2
		SP:Iteration 40F (16438.890000 sec): 3 clusters
  Score: Raw -135367.489759 + Penalty 2289.310692 = -133078.179068
  nChanged 3
		SP:Iteration 41Q (16439.110000 sec): 3 clusters
  Score: Raw -135369.937822 + Penalty 2289.310692 = -133080.627130
  nChanged 1
		SP:Iteration 42Q (16439.290000 sec): 3 clusters
  Score: Raw -135370.478769 + Penalty 2289.310692 = -133081.168077
  nChanged 0
		SP:Iteration 43F (16439.450000 sec): 3 clusters
  Score: Raw -135370.478769 + Penalty 2289.310692 = -133081.168077
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16439.590000 sec): 2 clusters
  Score: Raw -732128.034651 + Penalty 1418.053194 = -730709.981456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16439.790000 sec): 3 clusters
  Score: Raw -728865.290460 + Penalty 2836.106389 = -726029.184071
  nChanged 2460
		SP:Iteration 1F (16439.980000 sec): 3 clusters
  Score: Raw -730245.603102 + Penalty 2836.106389 = -727409.496713
  nChanged 465
		SP:Iteration 2F (16440.150000 sec): 3 clusters
  Score: Raw -730514.534438 + Penalty 2836.106389 = -727678.428049
  nChanged 360
		SP:Iteration 3F (16440.330000 sec): 3 clusters
  Score: Raw -730725.237253 + Penalty 2836.106389 = -727889.130864
  nChanged 301
		SP:Iteration 4Q (16440.530000 sec): 3 clusters
  Score: Raw -730882.850340 + Penalty 2836.106389 = -728046.743951
  nChanged 236
		SP:Iteration 5Q (16440.700000 sec): 3 clusters
  Score: Raw -731002.549339 + Penalty 2836.106389 = -728166.442950
  nChanged 219
		SP:Iteration 6Q (16440.890000 sec): 3 clusters
  Score: Raw -731121.070057 + Penalty 2836.106389 = -728284.963668
  nChanged 222
		SP:Iteration 7Q (16441.040000 sec): 3 clusters
  Score: Raw -731252.424267 + Penalty 2836.106389 = -728416.317879
  nChanged 221
		SP:Iteration 8Q (16441.220000 sec): 3 clusters
  Score: Raw -731377.653279 + Penalty 2836.106389 = -728541.546890
  nChanged 206
		SP:Iteration 9Q (16441.410000 sec): 3 clusters
  Score: Raw -731511.054118 + Penalty 2836.106389 = -728674.947729
  nChanged 197
		SP:Iteration 10Q (16441.620000 sec): 3 clusters
  Score: Raw -731647.234235 + Penalty 2836.106389 = -728811.127846
  nChanged 202
		SP:Iteration 11Q (16441.800000 sec): 3 clusters
  Score: Raw -731759.496320 + Penalty 2836.106389 = -728923.389931
  nChanged 178
		SP:Iteration 12Q (16442.030000 sec): 3 clusters
  Score: Raw -731860.627975 + Penalty 2836.106389 = -729024.521587
  nChanged 163
		SP:Iteration 13Q (16442.240000 sec): 3 clusters
  Score: Raw -731961.789887 + Penalty 2836.106389 = -729125.683498
  nChanged 137
		SP:Iteration 14Q (16442.400000 sec): 3 clusters
  Score: Raw -732038.241854 + Penalty 2836.106389 = -729202.135465
  nChanged 121
		SP:Iteration 15Q (16442.610000 sec): 3 clusters
  Score: Raw -732092.493488 + Penalty 2836.106389 = -729256.387099
  nChanged 88
		SP:Iteration 16Q (16442.820000 sec): 3 clusters
  Score: Raw -732129.689388 + Penalty 2836.106389 = -729293.582999
  nChanged 69
		SP:Iteration 17Q (16443.050000 sec): 3 clusters
  Score: Raw -732160.472098 + Penalty 2836.106389 = -729324.365709
  nChanged 66
		SP:Iteration 18Q (16443.270000 sec): 3 clusters
  Score: Raw -732185.521269 + Penalty 2836.106389 = -729349.414880
  nChanged 61
		SP:Iteration 19Q (16443.470000 sec): 3 clusters
  Score: Raw -732207.946148 + Penalty 2836.106389 = -729371.839759
  nChanged 48
		SP:Iteration 20F (16443.670000 sec): 3 clusters
  Score: Raw -732222.529872 + Penalty 2836.106389 = -729386.423483
  nChanged 42
		SP:Iteration 21Q (16443.890000 sec): 3 clusters
  Score: Raw -732233.612160 + Penalty 2836.106389 = -729397.505771
  nChanged 31
		SP:Iteration 22Q (16444.100000 sec): 3 clusters
  Score: Raw -732241.163073 + Penalty 2836.106389 = -729405.056684
  nChanged 28
		SP:Iteration 23Q (16444.330000 sec): 3 clusters
  Score: Raw -732248.482193 + Penalty 2836.106389 = -729412.375804
  nChanged 21
		SP:Iteration 24Q (16444.530000 sec): 3 clusters
  Score: Raw -732254.124611 + Penalty 2836.106389 = -729418.018222
  nChanged 16
		SP:Iteration 25Q (16444.780000 sec): 3 clusters
  Score: Raw -732258.258060 + Penalty 2836.106389 = -729422.151671
  nChanged 23
		SP:Iteration 26Q (16444.960000 sec): 3 clusters
  Score: Raw -732265.123922 + Penalty 2836.106389 = -729429.017533
  nChanged 20
		SP:Iteration 27Q (16445.170000 sec): 3 clusters
  Score: Raw -732270.254377 + Penalty 2836.106389 = -729434.147988
  nChanged 27
		SP:Iteration 28Q (16445.380000 sec): 3 clusters
  Score: Raw -732277.242102 + Penalty 2836.106389 = -729441.135713
  nChanged 25
		SP:Iteration 29Q (16445.590000 sec): 3 clusters
  Score: Raw -732284.477308 + Penalty 2836.106389 = -729448.370919
  nChanged 23
		SP:Iteration 30Q (16445.850000 sec): 3 clusters
  Score: Raw -732291.340521 + Penalty 2836.106389 = -729455.234132
  nChanged 21
		SP:Iteration 31Q (16446.050000 sec): 3 clusters
  Score: Raw -732298.288959 + Penalty 2836.106389 = -729462.182570
  nChanged 25
		SP:Iteration 32Q (16446.220000 sec): 3 clusters
  Score: Raw -732303.603830 + Penalty 2836.106389 = -729467.497441
  nChanged 16
		SP:Iteration 33Q (16446.440000 sec): 3 clusters
  Score: Raw -732307.206362 + Penalty 2836.106389 = -729471.099974
  nChanged 14
		SP:Iteration 34Q (16446.630000 sec): 3 clusters
  Score: Raw -732310.282905 + Penalty 2836.106389 = -729474.176516
  nChanged 12
		SP:Iteration 35Q (16446.830000 sec): 3 clusters
  Score: Raw -732314.217660 + Penalty 2836.106389 = -729478.111271
  nChanged 14
		SP:Iteration 36Q (16447.030000 sec): 3 clusters
  Score: Raw -732318.208925 + Penalty 2836.106389 = -729482.102536
  nChanged 10
		SP:Iteration 37Q (16447.220000 sec): 3 clusters
  Score: Raw -732320.561553 + Penalty 2836.106389 = -729484.455164
  nChanged 9
		SP:Iteration 38Q (16447.460000 sec): 3 clusters
  Score: Raw -732322.413121 + Penalty 2836.106389 = -729486.306732
  nChanged 5
		SP:Iteration 39Q (16447.630000 sec): 3 clusters
  Score: Raw -732323.217803 + Penalty 2836.106389 = -729487.111415
  nChanged 2
		SP:Iteration 40F (16447.860000 sec): 3 clusters
  Score: Raw -732323.691438 + Penalty 2836.106389 = -729487.585050
  nChanged 4
		SP:Iteration 41Q (16448.030000 sec): 3 clusters
  Score: Raw -732325.450339 + Penalty 2836.106389 = -729489.343950
  nChanged 8
		SP:Iteration 42Q (16448.210000 sec): 3 clusters
  Score: Raw -732328.522337 + Penalty 2836.106389 = -729492.415948
  nChanged 6
		SP:Iteration 43Q (16448.430000 sec): 3 clusters
  Score: Raw -732330.855562 + Penalty 2836.106389 = -729494.749173
  nChanged 9
		SP:Iteration 44Q (16448.590000 sec): 3 clusters
  Score: Raw -732333.482090 + Penalty 2836.106389 = -729497.375701
  nChanged 8
		SP:Iteration 45Q (16448.810000 sec): 3 clusters
  Score: Raw -732336.239425 + Penalty 2836.106389 = -729500.133036
  nChanged 12
		SP:Iteration 46Q (16448.990000 sec): 3 clusters
  Score: Raw -732339.863873 + Penalty 2836.106389 = -729503.757485
  nChanged 10
		SP:Iteration 47Q (16449.180000 sec): 3 clusters
  Score: Raw -732342.572289 + Penalty 2836.106389 = -729506.465900
  nChanged 9
		SP:Iteration 48Q (16449.370000 sec): 3 clusters
  Score: Raw -732344.995611 + Penalty 2836.106389 = -729508.889222
  nChanged 8
		SP:Iteration 49Q (16449.580000 sec): 3 clusters
  Score: Raw -732347.133872 + Penalty 2836.106389 = -729511.027484
  nChanged 3
		SP:Iteration 50Q (16449.760000 sec): 3 clusters
  Score: Raw -732347.519060 + Penalty 2836.106389 = -729511.412671
  nChanged 1
		SP:Iteration 51Q (16449.990000 sec): 3 clusters
  Score: Raw -732347.878061 + Penalty 2836.106389 = -729511.771672
  nChanged 1
		SP:Iteration 52Q (16450.170000 sec): 3 clusters
  Score: Raw -732347.992960 + Penalty 2836.106389 = -729511.886571
  nChanged 1
		SP:Iteration 53Q (16450.380000 sec): 3 clusters
  Score: Raw -732348.323164 + Penalty 2836.106389 = -729512.216775
  nChanged 0
		SP:Iteration 54F (16450.580000 sec): 3 clusters
  Score: Raw -732348.323164 + Penalty 2836.106389 = -729512.216775
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16450.700000 sec): 2 clusters
  Score: Raw -163819.774765 + Penalty 1181.086241 = -162638.688524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16450.850000 sec): 3 clusters
  Score: Raw -163303.838011 + Penalty 2362.172482 = -160941.665529
  nChanged 490
		SP:Iteration 1F (16451.100000 sec): 3 clusters
  Score: Raw -163779.155186 + Penalty 2362.172482 = -161416.982704
  nChanged 139
		SP:Iteration 2F (16451.250000 sec): 3 clusters
  Score: Raw -163981.588304 + Penalty 2362.172482 = -161619.415822
  nChanged 110
		SP:Iteration 3F (16451.410000 sec): 3 clusters
  Score: Raw -164171.519220 + Penalty 2362.172482 = -161809.346738
  nChanged 97
		SP:Iteration 4F (16451.600000 sec): 3 clusters
  Score: Raw -164320.115424 + Penalty 2362.172482 = -161957.942942
  nChanged 72
		SP:Iteration 5F (16451.790000 sec): 3 clusters
  Score: Raw -164442.037685 + Penalty 2362.172482 = -162079.865203
  nChanged 57
		SP:Iteration 6Q (16451.960000 sec): 3 clusters
  Score: Raw -164521.398083 + Penalty 2362.172482 = -162159.225601
  nChanged 40
		SP:Iteration 7Q (16452.160000 sec): 3 clusters
  Score: Raw -164556.287787 + Penalty 2362.172482 = -162194.115305
  nChanged 21
		SP:Iteration 8Q (16452.320000 sec): 3 clusters
  Score: Raw -164570.232358 + Penalty 2362.172482 = -162208.059876
  nChanged 10
		SP:Iteration 9Q (16452.520000 sec): 3 clusters
  Score: Raw -164580.979234 + Penalty 2362.172482 = -162218.806752
  nChanged 9
		SP:Iteration 10Q (16452.710000 sec): 3 clusters
  Score: Raw -164587.478413 + Penalty 2362.172482 = -162225.305932
  nChanged 3
		SP:Iteration 11Q (16452.850000 sec): 3 clusters
  Score: Raw -164588.788946 + Penalty 2362.172482 = -162226.616464
  nChanged 2
		SP:Iteration 12Q (16453.070000 sec): 3 clusters
  Score: Raw -164589.122622 + Penalty 2362.172482 = -162226.950140
  nChanged 0
		SP:Iteration 13F (16453.250000 sec): 3 clusters
  Score: Raw -164589.122622 + Penalty 2362.172482 = -162226.950140
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16453.350000 sec): 2 clusters
  Score: Raw -1461125.291980 + Penalty 1528.953611 = -1459596.338369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16453.580000 sec): 3 clusters
  Score: Raw -1454028.974927 + Penalty 3057.907222 = -1450971.067704
  nChanged 5371
		SP:Iteration 1F (16453.790000 sec): 3 clusters
  Score: Raw -1456865.649833 + Penalty 3057.907222 = -1453807.742611
  nChanged 631
		SP:Iteration 2F (16453.990000 sec): 3 clusters
  Score: Raw -1457092.675368 + Penalty 3057.907222 = -1454034.768146
  nChanged 526
		SP:Iteration 3Q (16454.220000 sec): 3 clusters
  Score: Raw -1457296.639848 + Penalty 3057.907222 = -1454238.732626
  nChanged 506
		SP:Iteration 4Q (16454.400000 sec): 3 clusters
  Score: Raw -1457501.604105 + Penalty 3057.907222 = -1454443.696883
  nChanged 510
		SP:Iteration 5Q (16454.620000 sec): 3 clusters
  Score: Raw -1457710.551728 + Penalty 3057.907222 = -1454652.644506
  nChanged 507
		SP:Iteration 6Q (16454.850000 sec): 3 clusters
  Score: Raw -1457930.536451 + Penalty 3057.907222 = -1454872.629228
  nChanged 513
		SP:Iteration 7Q (16455.100000 sec): 3 clusters
  Score: Raw -1458163.834861 + Penalty 3057.907222 = -1455105.927639
  nChanged 546
		SP:Iteration 8Q (16455.340000 sec): 3 clusters
  Score: Raw -1458454.715207 + Penalty 3057.907222 = -1455396.807985
  nChanged 606
		SP:Iteration 9Q (16455.540000 sec): 3 clusters
  Score: Raw -1458805.342562 + Penalty 3057.907222 = -1455747.435340
  nChanged 592
		SP:Iteration 10Q (16455.750000 sec): 3 clusters
  Score: Raw -1459128.173249 + Penalty 3057.907222 = -1456070.266026
  nChanged 544
		SP:Iteration 11Q (16455.980000 sec): 3 clusters
  Score: Raw -1459418.978385 + Penalty 3057.907222 = -1456361.071163
  nChanged 495
		SP:Iteration 12Q (16456.250000 sec): 3 clusters
  Score: Raw -1459678.731115 + Penalty 3057.907222 = -1456620.823893
  nChanged 453
		SP:Iteration 13Q (16456.420000 sec): 3 clusters
  Score: Raw -1459927.275508 + Penalty 3057.907222 = -1456869.368286
  nChanged 378
		SP:Iteration 14Q (16456.650000 sec): 3 clusters
  Score: Raw -1460110.221606 + Penalty 3057.907222 = -1457052.314383
  nChanged 311
		SP:Iteration 15Q (16456.880000 sec): 3 clusters
  Score: Raw -1460252.756148 + Penalty 3057.907222 = -1457194.848926
  nChanged 243
		SP:Iteration 16Q (16457.100000 sec): 3 clusters
  Score: Raw -1460361.073759 + Penalty 3057.907222 = -1457303.166537
  nChanged 197
		SP:Iteration 17Q (16457.350000 sec): 3 clusters
  Score: Raw -1460460.351681 + Penalty 3057.907222 = -1457402.444459
  nChanged 213
		SP:Iteration 18Q (16457.560000 sec): 3 clusters
  Score: Raw -1460576.170453 + Penalty 3057.907222 = -1457518.263230
  nChanged 206
		SP:Iteration 19Q (16457.750000 sec): 3 clusters
  Score: Raw -1460707.267510 + Penalty 3057.907222 = -1457649.360288
  nChanged 200
		SP:Iteration 20F (16457.960000 sec): 3 clusters
  Score: Raw -1460841.136433 + Penalty 3057.907222 = -1457783.229211
  nChanged 199
		SP:Iteration 21Q (16458.180000 sec): 3 clusters
  Score: Raw -1461001.457106 + Penalty 3057.907222 = -1457943.549884
  nChanged 203
		SP:Iteration 22Q (16458.390000 sec): 3 clusters
  Score: Raw -1461133.494846 + Penalty 3057.907222 = -1458075.587624
  nChanged 167
		SP:Iteration 23Q (16458.670000 sec): 3 clusters
  Score: Raw -1461219.321312 + Penalty 3057.907222 = -1458161.414090
  nChanged 144
		SP:Iteration 24Q (16458.880000 sec): 3 clusters
  Score: Raw -1461283.984443 + Penalty 3057.907222 = -1458226.077221
  nChanged 108
		SP:Iteration 25Q (16459.120000 sec): 3 clusters
  Score: Raw -1461332.603359 + Penalty 3057.907222 = -1458274.696137
  nChanged 86
		SP:Iteration 26Q (16459.310000 sec): 3 clusters
  Score: Raw -1461363.576122 + Penalty 3057.907222 = -1458305.668900
  nChanged 78
		SP:Iteration 27Q (16459.570000 sec): 3 clusters
  Score: Raw -1461387.323349 + Penalty 3057.907222 = -1458329.416127
  nChanged 57
		SP:Iteration 28Q (16459.760000 sec): 3 clusters
  Score: Raw -1461403.600763 + Penalty 3057.907222 = -1458345.693541
  nChanged 56
		SP:Iteration 29Q (16459.990000 sec): 3 clusters
  Score: Raw -1461417.242837 + Penalty 3057.907222 = -1458359.335615
  nChanged 47
		SP:Iteration 30Q (16460.220000 sec): 3 clusters
  Score: Raw -1461430.856728 + Penalty 3057.907222 = -1458372.949506
  nChanged 47
		SP:Iteration 31Q (16460.480000 sec): 3 clusters
  Score: Raw -1461444.904685 + Penalty 3057.907222 = -1458386.997463
  nChanged 46
		SP:Iteration 32Q (16460.660000 sec): 3 clusters
  Score: Raw -1461457.990187 + Penalty 3057.907222 = -1458400.082965
  nChanged 42
		SP:Iteration 33Q (16460.940000 sec): 3 clusters
  Score: Raw -1461469.578552 + Penalty 3057.907222 = -1458411.671330
  nChanged 40
		SP:Iteration 34Q (16461.150000 sec): 3 clusters
  Score: Raw -1461478.395693 + Penalty 3057.907222 = -1458420.488471
  nChanged 40
		SP:Iteration 35Q (16461.400000 sec): 3 clusters
  Score: Raw -1461488.509484 + Penalty 3057.907222 = -1458430.602262
  nChanged 37
		SP:Iteration 36Q (16461.600000 sec): 3 clusters
  Score: Raw -1461497.927509 + Penalty 3057.907222 = -1458440.020287
  nChanged 38
		SP:Iteration 37Q (16461.820000 sec): 3 clusters
  Score: Raw -1461505.761586 + Penalty 3057.907222 = -1458447.854364
  nChanged 28
		SP:Iteration 38Q (16462.040000 sec): 3 clusters
  Score: Raw -1461510.854708 + Penalty 3057.907222 = -1458452.947486
  nChanged 20
		SP:Iteration 39Q (16462.260000 sec): 3 clusters
  Score: Raw -1461513.949745 + Penalty 3057.907222 = -1458456.042523
  nChanged 15
		SP:Iteration 40F (16462.460000 sec): 3 clusters
  Score: Raw -1461516.393701 + Penalty 3057.907222 = -1458458.486479
  nChanged 14
		SP:Iteration 41Q (16462.650000 sec): 3 clusters
  Score: Raw -1461520.601999 + Penalty 3057.907222 = -1458462.694776
  nChanged 24
		SP:Iteration 42Q (16462.860000 sec): 3 clusters
  Score: Raw -1461528.263963 + Penalty 3057.907222 = -1458470.356741
  nChanged 39
		SP:Iteration 43Q (16463.090000 sec): 3 clusters
  Score: Raw -1461536.211902 + Penalty 3057.907222 = -1458478.304680
  nChanged 22
		SP:Iteration 44Q (16463.320000 sec): 3 clusters
  Score: Raw -1461539.682021 + Penalty 3057.907222 = -1458481.774798
  nChanged 18
		SP:Iteration 45Q (16463.510000 sec): 3 clusters
  Score: Raw -1461543.429114 + Penalty 3057.907222 = -1458485.521891
  nChanged 29
		SP:Iteration 46Q (16463.740000 sec): 3 clusters
  Score: Raw -1461549.373790 + Penalty 3057.907222 = -1458491.466568
  nChanged 25
		SP:Iteration 47Q (16463.990000 sec): 3 clusters
  Score: Raw -1461554.341899 + Penalty 3057.907222 = -1458496.434677
  nChanged 26
		SP:Iteration 48Q (16464.230000 sec): 3 clusters
  Score: Raw -1461559.997130 + Penalty 3057.907222 = -1458502.089908
  nChanged 20
		SP:Iteration 49Q (16464.500000 sec): 3 clusters
  Score: Raw -1461563.653100 + Penalty 3057.907222 = -1458505.745878
  nChanged 17
		SP:Iteration 50Q (16464.720000 sec): 3 clusters
  Score: Raw -1461567.078719 + Penalty 3057.907222 = -1458509.171496
  nChanged 18
		SP:Iteration 51Q (16464.950000 sec): 3 clusters
  Score: Raw -1461570.733891 + Penalty 3057.907222 = -1458512.826669
  nChanged 22
		SP:Iteration 52Q (16465.250000 sec): 3 clusters
  Score: Raw -1461576.757996 + Penalty 3057.907222 = -1458518.850774
  nChanged 23
		SP:Iteration 53Q (16465.490000 sec): 3 clusters
  Score: Raw -1461582.633370 + Penalty 3057.907222 = -1458524.726148
  nChanged 28
		SP:Iteration 54Q (16465.740000 sec): 3 clusters
  Score: Raw -1461590.252642 + Penalty 3057.907222 = -1458532.345420
  nChanged 30
		SP:Iteration 55Q (16465.950000 sec): 3 clusters
  Score: Raw -1461597.517957 + Penalty 3057.907222 = -1458539.610735
  nChanged 26
		SP:Iteration 56Q (16466.230000 sec): 3 clusters
  Score: Raw -1461604.623931 + Penalty 3057.907222 = -1458546.716709
  nChanged 25
		SP:Iteration 57Q (16466.480000 sec): 3 clusters
  Score: Raw -1461611.828014 + Penalty 3057.907222 = -1458553.920792
  nChanged 35
		SP:Iteration 58Q (16466.700000 sec): 3 clusters
  Score: Raw -1461622.291150 + Penalty 3057.907222 = -1458564.383928
  nChanged 25
		SP:Iteration 59Q (16466.950000 sec): 3 clusters
  Score: Raw -1461629.293587 + Penalty 3057.907222 = -1458571.386365
  nChanged 26
		SP:Iteration 60F (16467.190000 sec): 3 clusters
  Score: Raw -1461636.159611 + Penalty 3057.907222 = -1458578.252389
  nChanged 23
		SP:Iteration 61Q (16467.400000 sec): 3 clusters
  Score: Raw -1461642.634237 + Penalty 3057.907222 = -1458584.727015
  nChanged 14
		SP:Iteration 62Q (16467.630000 sec): 3 clusters
  Score: Raw -1461645.007058 + Penalty 3057.907222 = -1458587.099836
  nChanged 11
		SP:Iteration 63Q (16467.860000 sec): 3 clusters
  Score: Raw -1461646.779772 + Penalty 3057.907222 = -1458588.872550
  nChanged 9
		SP:Iteration 64Q (16468.090000 sec): 3 clusters
  Score: Raw -1461648.255806 + Penalty 3057.907222 = -1458590.348584
  nChanged 3
		SP:Iteration 65Q (16468.280000 sec): 3 clusters
  Score: Raw -1461648.567384 + Penalty 3057.907222 = -1458590.660162
  nChanged 4
		SP:Iteration 66Q (16468.520000 sec): 3 clusters
  Score: Raw -1461649.695339 + Penalty 3057.907222 = -1458591.788116
  nChanged 1
		SP:Iteration 67Q (16468.720000 sec): 3 clusters
  Score: Raw -1461650.016470 + Penalty 3057.907222 = -1458592.109248
  nChanged 2
		SP:Iteration 68Q (16468.940000 sec): 3 clusters
  Score: Raw -1461650.200788 + Penalty 3057.907222 = -1458592.293566
  nChanged 1
		SP:Iteration 69Q (16469.140000 sec): 3 clusters
  Score: Raw -1461650.264622 + Penalty 3057.907222 = -1458592.357400
  nChanged 0
		SP:Iteration 70F (16469.350000 sec): 3 clusters
  Score: Raw -1461650.264622 + Penalty 3057.907222 = -1458592.357400
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16469.470000 sec): 2 clusters
  Score: Raw -100166.708615 + Penalty 1105.389149 = -99061.319466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16469.650000 sec): 3 clusters
  Score: Raw -99925.889372 + Penalty 2210.778298 = -97715.111074
  nChanged 265
		SP:Iteration 1F (16469.760000 sec): 3 clusters
  Score: Raw -100224.943996 + Penalty 2210.778298 = -98014.165698
  nChanged 77
		SP:Iteration 2F (16469.950000 sec): 3 clusters
  Score: Raw -100316.374235 + Penalty 2210.778298 = -98105.595937
  nChanged 41
		SP:Iteration 3Q (16470.100000 sec): 3 clusters
  Score: Raw -100364.996866 + Penalty 2210.778298 = -98154.218568
  nChanged 25
		SP:Iteration 4Q (16470.300000 sec): 3 clusters
  Score: Raw -100396.998406 + Penalty 2210.778298 = -98186.220108
  nChanged 19
		SP:Iteration 5Q (16470.520000 sec): 3 clusters
  Score: Raw -100423.012114 + Penalty 2210.778298 = -98212.233816
  nChanged 12
		SP:Iteration 6Q (16470.700000 sec): 3 clusters
  Score: Raw -100439.790496 + Penalty 2210.778298 = -98229.012198
  nChanged 10
		SP:Iteration 7Q (16470.880000 sec): 3 clusters
  Score: Raw -100450.115437 + Penalty 2210.778298 = -98239.337139
  nChanged 3
		SP:Iteration 8Q (16471.050000 sec): 3 clusters
  Score: Raw -100452.676897 + Penalty 2210.778298 = -98241.898599
  nChanged 4
		SP:Iteration 9Q (16471.230000 sec): 3 clusters
  Score: Raw -100454.285874 + Penalty 2210.778298 = -98243.507575
  nChanged 3
		SP:Iteration 10Q (16471.450000 sec): 3 clusters
  Score: Raw -100455.711773 + Penalty 2210.778298 = -98244.933475
  nChanged 0
		SP:Iteration 11F (16471.620000 sec): 3 clusters
  Score: Raw -100455.711773 + Penalty 2210.778298 = -98244.933475
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (7798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16471.730000 sec): 2 clusters
  Score: Raw -904425.229777 + Penalty 1456.263668 = -902968.966110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16471.980000 sec): 3 clusters
  Score: Raw -900099.488755 + Penalty 2912.527335 = -897186.961420
  nChanged 3309
		SP:Iteration 1F (16472.130000 sec): 3 clusters
  Score: Raw -901967.279630 + Penalty 2912.527335 = -899054.752295
  nChanged 577
		SP:Iteration 2F (16472.360000 sec): 3 clusters
  Score: Raw -902293.768733 + Penalty 2912.527335 = -899381.241398
  nChanged 474
		SP:Iteration 3F (16472.570000 sec): 3 clusters
  Score: Raw -902582.656707 + Penalty 2912.527335 = -899670.129372
  nChanged 435
		SP:Iteration 4F (16472.750000 sec): 3 clusters
  Score: Raw -902853.456586 + Penalty 2912.527335 = -899940.929251
  nChanged 403
		SP:Iteration 5F (16472.980000 sec): 3 clusters
  Score: Raw -903098.272401 + Penalty 2912.527335 = -900185.745066
  nChanged 358
		SP:Iteration 6Q (16473.200000 sec): 3 clusters
  Score: Raw -903307.377701 + Penalty 2912.527335 = -900394.850365
  nChanged 343
		SP:Iteration 7Q (16473.370000 sec): 3 clusters
  Score: Raw -903505.117874 + Penalty 2912.527335 = -900592.590539
  nChanged 317
		SP:Iteration 8Q (16473.600000 sec): 3 clusters
  Score: Raw -903684.954927 + Penalty 2912.527335 = -900772.427592
  nChanged 280
		SP:Iteration 9Q (16473.820000 sec): 3 clusters
  Score: Raw -903831.842420 + Penalty 2912.527335 = -900919.315085
  nChanged 235
		SP:Iteration 10Q (16474.060000 sec): 3 clusters
  Score: Raw -903955.174261 + Penalty 2912.527335 = -901042.646925
  nChanged 203
		SP:Iteration 11Q (16474.270000 sec): 3 clusters
  Score: Raw -904055.284543 + Penalty 2912.527335 = -901142.757208
  nChanged 175
		SP:Iteration 12Q (16474.440000 sec): 3 clusters
  Score: Raw -904138.314296 + Penalty 2912.527335 = -901225.786961
  nChanged 138
		SP:Iteration 13Q (16474.680000 sec): 3 clusters
  Score: Raw -904211.850106 + Penalty 2912.527335 = -901299.322771
  nChanged 127
		SP:Iteration 14Q (16474.860000 sec): 3 clusters
  Score: Raw -904276.875710 + Penalty 2912.527335 = -901364.348375
  nChanged 116
		SP:Iteration 15Q (16475.060000 sec): 3 clusters
  Score: Raw -904331.259103 + Penalty 2912.527335 = -901418.731768
  nChanged 112
		SP:Iteration 16Q (16475.260000 sec): 3 clusters
  Score: Raw -904385.418923 + Penalty 2912.527335 = -901472.891588
  nChanged 103
		SP:Iteration 17Q (16475.470000 sec): 3 clusters
  Score: Raw -904434.096527 + Penalty 2912.527335 = -901521.569192
  nChanged 78
		SP:Iteration 18Q (16475.660000 sec): 3 clusters
  Score: Raw -904472.332876 + Penalty 2912.527335 = -901559.805541
  nChanged 68
		SP:Iteration 19Q (16475.920000 sec): 3 clusters
  Score: Raw -904505.927854 + Penalty 2912.527335 = -901593.400519
  nChanged 69
		SP:Iteration 20F (16476.130000 sec): 3 clusters
  Score: Raw -904543.045440 + Penalty 2912.527335 = -901630.518105
  nChanged 72
		SP:Iteration 21Q (16476.320000 sec): 3 clusters
  Score: Raw -904584.675960 + Penalty 2912.527335 = -901672.148625
  nChanged 68
		SP:Iteration 22Q (16476.530000 sec): 3 clusters
  Score: Raw -904638.535924 + Penalty 2912.527335 = -901726.008589
  nChanged 74
		SP:Iteration 23Q (16476.710000 sec): 3 clusters
  Score: Raw -904683.884500 + Penalty 2912.527335 = -901771.357165
  nChanged 65
		SP:Iteration 24Q (16476.930000 sec): 3 clusters
  Score: Raw -904724.330514 + Penalty 2912.527335 = -901811.803179
  nChanged 52
		SP:Iteration 25Q (16477.090000 sec): 3 clusters
  Score: Raw -904753.977970 + Penalty 2912.527335 = -901841.450634
  nChanged 46
		SP:Iteration 26Q (16477.290000 sec): 3 clusters
  Score: Raw -904788.338629 + Penalty 2912.527335 = -901875.811294
  nChanged 53
		SP:Iteration 27Q (16477.490000 sec): 3 clusters
  Score: Raw -904825.476793 + Penalty 2912.527335 = -901912.949458
  nChanged 50
		SP:Iteration 28Q (16477.690000 sec): 3 clusters
  Score: Raw -904857.769076 + Penalty 2912.527335 = -901945.241741
  nChanged 57
		SP:Iteration 29Q (16477.900000 sec): 3 clusters
  Score: Raw -904890.414551 + Penalty 2912.527335 = -901977.887216
  nChanged 46
		SP:Iteration 30Q (16478.090000 sec): 3 clusters
  Score: Raw -904919.860514 + Penalty 2912.527335 = -902007.333179
  nChanged 41
		SP:Iteration 31Q (16478.270000 sec): 3 clusters
  Score: Raw -904943.982026 + Penalty 2912.527335 = -902031.454691
  nChanged 38
		SP:Iteration 32Q (16478.480000 sec): 3 clusters
  Score: Raw -904961.734556 + Penalty 2912.527335 = -902049.207221
  nChanged 31
		SP:Iteration 33Q (16478.670000 sec): 3 clusters
  Score: Raw -904979.329661 + Penalty 2912.527335 = -902066.802326
  nChanged 27
		SP:Iteration 34Q (16478.860000 sec): 3 clusters
  Score: Raw -904995.276372 + Penalty 2912.527335 = -902082.749037
  nChanged 34
		SP:Iteration 35Q (16479.070000 sec): 3 clusters
  Score: Raw -905014.856439 + Penalty 2912.527335 = -902102.329104
  nChanged 28
		SP:Iteration 36Q (16479.280000 sec): 3 clusters
  Score: Raw -905034.442441 + Penalty 2912.527335 = -902121.915106
  nChanged 34
		SP:Iteration 37Q (16479.470000 sec): 3 clusters
  Score: Raw -905058.377822 + Penalty 2912.527335 = -902145.850487
  nChanged 35
		SP:Iteration 38Q (16479.690000 sec): 3 clusters
  Score: Raw -905075.784838 + Penalty 2912.527335 = -902163.257503
  nChanged 25
		SP:Iteration 39Q (16479.890000 sec): 3 clusters
  Score: Raw -905089.261410 + Penalty 2912.527335 = -902176.734075
  nChanged 24
		SP:Iteration 40F (16480.120000 sec): 3 clusters
  Score: Raw -905104.626508 + Penalty 2912.527335 = -902192.099173
  nChanged 32
		SP:Iteration 41Q (16480.320000 sec): 3 clusters
  Score: Raw -905121.482653 + Penalty 2912.527335 = -902208.955318
  nChanged 34
		SP:Iteration 42Q (16480.500000 sec): 3 clusters
  Score: Raw -905150.590693 + Penalty 2912.527335 = -902238.063357
  nChanged 41
		SP:Iteration 43Q (16480.710000 sec): 3 clusters
  Score: Raw -905185.314495 + Penalty 2912.527335 = -902272.787160
  nChanged 46
		SP:Iteration 44Q (16480.890000 sec): 3 clusters
  Score: Raw -905235.298056 + Penalty 2912.527335 = -902322.770721
  nChanged 60
		SP:Iteration 45Q (16481.110000 sec): 3 clusters
  Score: Raw -905303.151245 + Penalty 2912.527335 = -902390.623910
  nChanged 63
		SP:Iteration 46Q (16481.320000 sec): 3 clusters
  Score: Raw -905361.936806 + Penalty 2912.527335 = -902449.409470
  nChanged 70
		SP:Iteration 47Q (16481.500000 sec): 3 clusters
  Score: Raw -905406.954763 + Penalty 2912.527335 = -902494.427428
  nChanged 43
		SP:Iteration 48Q (16481.690000 sec): 3 clusters
  Score: Raw -905428.190676 + Penalty 2912.527335 = -902515.663341
  nChanged 40
		SP:Iteration 49Q (16481.890000 sec): 3 clusters
  Score: Raw -905445.424977 + Penalty 2912.527335 = -902532.897642
  nChanged 36
		SP:Iteration 50Q (16482.070000 sec): 3 clusters
  Score: Raw -905458.731402 + Penalty 2912.527335 = -902546.204067
  nChanged 22
		SP:Iteration 51Q (16482.300000 sec): 3 clusters
  Score: Raw -905465.800083 + Penalty 2912.527335 = -902553.272748
  nChanged 14
		SP:Iteration 52Q (16482.500000 sec): 3 clusters
  Score: Raw -905470.964773 + Penalty 2912.527335 = -902558.437438
  nChanged 14
		SP:Iteration 53Q (16482.700000 sec): 3 clusters
  Score: Raw -905475.710001 + Penalty 2912.527335 = -902563.182666
  nChanged 8
		SP:Iteration 54Q (16482.900000 sec): 3 clusters
  Score: Raw -905478.435456 + Penalty 2912.527335 = -902565.908121
  nChanged 5
		SP:Iteration 55Q (16483.110000 sec): 3 clusters
  Score: Raw -905480.548011 + Penalty 2912.527335 = -902568.020676
  nChanged 6
		SP:Iteration 56Q (16483.270000 sec): 3 clusters
  Score: Raw -905482.044385 + Penalty 2912.527335 = -902569.517049
  nChanged 3
		SP:Iteration 57Q (16483.450000 sec): 3 clusters
  Score: Raw -905483.048176 + Penalty 2912.527335 = -902570.520841
  nChanged 1
		SP:Iteration 58Q (16483.620000 sec): 3 clusters
  Score: Raw -905483.121512 + Penalty 2912.527335 = -902570.594177
  nChanged 0
		SP:Iteration 59F (16483.800000 sec): 3 clusters
  Score: Raw -905497.149333 + Penalty 2912.527335 = -902584.621998
  nChanged 10
		SP:Iteration 60F (16484.010000 sec): 3 clusters
  Score: Raw -905503.415319 + Penalty 2912.527335 = -902590.887984
  nChanged 11
		SP:Iteration 61Q (16484.210000 sec): 3 clusters
  Score: Raw -905507.582128 + Penalty 2912.527335 = -902595.054793
  nChanged 9
		SP:Iteration 62Q (16484.420000 sec): 3 clusters
  Score: Raw -905510.640537 + Penalty 2912.527335 = -902598.113202
  nChanged 12
		SP:Iteration 63Q (16484.630000 sec): 3 clusters
  Score: Raw -905513.982738 + Penalty 2912.527335 = -902601.455403
  nChanged 9
		SP:Iteration 64Q (16484.800000 sec): 3 clusters
  Score: Raw -905516.269861 + Penalty 2912.527335 = -902603.742526
  nChanged 5
		SP:Iteration 65Q (16485.040000 sec): 3 clusters
  Score: Raw -905517.007161 + Penalty 2912.527335 = -902604.479826
  nChanged 4
		SP:Iteration 66Q (16485.250000 sec): 3 clusters
  Score: Raw -905517.672080 + Penalty 2912.527335 = -902605.144745
  nChanged 3
		SP:Iteration 67Q (16485.470000 sec): 3 clusters
  Score: Raw -905518.205212 + Penalty 2912.527335 = -902605.677877
  nChanged 2
		SP:Iteration 68Q (16485.620000 sec): 3 clusters
  Score: Raw -905518.610187 + Penalty 2912.527335 = -902606.082852
  nChanged 5
		SP:Iteration 69Q (16485.860000 sec): 3 clusters
  Score: Raw -905520.291488 + Penalty 2912.527335 = -902607.764153
  nChanged 8
		SP:Iteration 70Q (16486.040000 sec): 3 clusters
  Score: Raw -905521.715863 + Penalty 2912.527335 = -902609.188527
  nChanged 4
		SP:Iteration 71Q (16486.240000 sec): 3 clusters
  Score: Raw -905523.194967 + Penalty 2912.527335 = -902610.667632
  nChanged 6
		SP:Iteration 72Q (16486.440000 sec): 3 clusters
  Score: Raw -905525.306772 + Penalty 2912.527335 = -902612.779436
  nChanged 4
		SP:Iteration 73Q (16486.680000 sec): 3 clusters
  Score: Raw -905526.163905 + Penalty 2912.527335 = -902613.636570
  nChanged 3
		SP:Iteration 74Q (16486.860000 sec): 3 clusters
  Score: Raw -905526.737597 + Penalty 2912.527335 = -902614.210262
  nChanged 3
		SP:Iteration 75Q (16487.040000 sec): 3 clusters
  Score: Raw -905527.261432 + Penalty 2912.527335 = -902614.734097
  nChanged 1
		SP:Iteration 76Q (16487.250000 sec): 3 clusters
  Score: Raw -905527.332675 + Penalty 2912.527335 = -902614.805340
  nChanged 0
		SP:Iteration 77F (16487.470000 sec): 3 clusters
  Score: Raw -905527.332675 + Penalty 2912.527335 = -902614.805340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16487.600000 sec): 2 clusters
  Score: Raw -167456.385952 + Penalty 1181.877547 = -166274.508405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16487.780000 sec): 3 clusters
  Score: Raw -166915.576644 + Penalty 2363.755094 = -164551.821550
  nChanged 473
		SP:Iteration 1F (16487.960000 sec): 3 clusters
  Score: Raw -167392.497385 + Penalty 2363.755094 = -165028.742292
  nChanged 136
		SP:Iteration 2F (16488.120000 sec): 3 clusters
  Score: Raw -167551.356526 + Penalty 2363.755094 = -165187.601433
  nChanged 85
		SP:Iteration 3F (16488.310000 sec): 3 clusters
  Score: Raw -167655.660114 + Penalty 2363.755094 = -165291.905020
  nChanged 78
		SP:Iteration 4F (16488.500000 sec): 3 clusters
  Score: Raw -167751.526651 + Penalty 2363.755094 = -165387.771558
  nChanged 56
		SP:Iteration 5Q (16488.710000 sec): 3 clusters
  Score: Raw -167825.974091 + Penalty 2363.755094 = -165462.218997
  nChanged 60
		SP:Iteration 6Q (16488.910000 sec): 3 clusters
  Score: Raw -167901.504820 + Penalty 2363.755094 = -165537.749726
  nChanged 51
		SP:Iteration 7Q (16489.060000 sec): 3 clusters
  Score: Raw -167960.962975 + Penalty 2363.755094 = -165597.207881
  nChanged 44
		SP:Iteration 8Q (16489.200000 sec): 3 clusters
  Score: Raw -168006.615978 + Penalty 2363.755094 = -165642.860884
  nChanged 38
		SP:Iteration 9Q (16489.350000 sec): 3 clusters
  Score: Raw -168042.092068 + Penalty 2363.755094 = -165678.336974
  nChanged 31
		SP:Iteration 10Q (16489.520000 sec): 3 clusters
  Score: Raw -168070.063657 + Penalty 2363.755094 = -165706.308564
  nChanged 19
		SP:Iteration 11Q (16489.740000 sec): 3 clusters
  Score: Raw -168093.678557 + Penalty 2363.755094 = -165729.923463
  nChanged 20
		SP:Iteration 12Q (16489.900000 sec): 3 clusters
  Score: Raw -168121.724913 + Penalty 2363.755094 = -165757.969819
  nChanged 16
		SP:Iteration 13Q (16490.060000 sec): 3 clusters
  Score: Raw -168136.557350 + Penalty 2363.755094 = -165772.802257
  nChanged 9
		SP:Iteration 14Q (16490.240000 sec): 3 clusters
  Score: Raw -168141.973226 + Penalty 2363.755094 = -165778.218132
  nChanged 1
		SP:Iteration 15Q (16490.430000 sec): 3 clusters
  Score: Raw -168142.189414 + Penalty 2363.755094 = -165778.434320
  nChanged 2
		SP:Iteration 16Q (16490.570000 sec): 3 clusters
  Score: Raw -168143.398995 + Penalty 2363.755094 = -165779.643902
  nChanged 2
		SP:Iteration 17Q (16490.750000 sec): 3 clusters
  Score: Raw -168144.180154 + Penalty 2363.755094 = -165780.425061
  nChanged 2
		SP:Iteration 18Q (16490.930000 sec): 3 clusters
  Score: Raw -168146.588143 + Penalty 2363.755094 = -165782.833049
  nChanged 3
		SP:Iteration 19Q (16491.110000 sec): 3 clusters
  Score: Raw -168151.112011 + Penalty 2363.755094 = -165787.356917
  nChanged 6
		SP:Iteration 20F (16491.290000 sec): 3 clusters
  Score: Raw -168157.691698 + Penalty 2363.755094 = -165793.936604
  nChanged 5
		SP:Iteration 21Q (16491.470000 sec): 3 clusters
  Score: Raw -168161.852974 + Penalty 2363.755094 = -165798.097880
  nChanged 1
		SP:Iteration 22Q (16491.650000 sec): 3 clusters
  Score: Raw -168162.081577 + Penalty 2363.755094 = -165798.326483
  nChanged 1
		SP:Iteration 23Q (16491.790000 sec): 3 clusters
  Score: Raw -168162.611615 + Penalty 2363.755094 = -165798.856521
  nChanged 0
		SP:Iteration 24F (16491.950000 sec): 3 clusters
  Score: Raw -168162.611615 + Penalty 2363.755094 = -165798.856521
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16492.070000 sec): 2 clusters
  Score: Raw -10262.096100 + Penalty 893.289837 = -9368.806264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16492.220000 sec): 3 clusters
  Score: Raw -10504.894234 + Penalty 1786.579673 = -8718.314561
  nChanged 55
		SP:Iteration 1F (16492.450000 sec): 3 clusters
  Score: Raw -10831.452380 + Penalty 1786.579673 = -9044.872707
  nChanged 16
		SP:Iteration 2F (16492.590000 sec): 3 clusters
  Score: Raw -10994.034291 + Penalty 1786.579673 = -9207.454618
  nChanged 10
		SP:Iteration 3Q (16492.760000 sec): 3 clusters
  Score: Raw -11083.052470 + Penalty 1786.579673 = -9296.472797
  nChanged 7
		SP:Iteration 4Q (16492.950000 sec): 3 clusters
  Score: Raw -11150.262904 + Penalty 1786.579673 = -9363.683230
  nChanged 7
		SP:Iteration 5Q (16493.090000 sec): 3 clusters
  Score: Raw -11275.140961 + Penalty 1786.579673 = -9488.561288
  nChanged 5
		SP:Iteration 6Q (16493.290000 sec): 3 clusters
  Score: Raw -11322.158254 + Penalty 1786.579673 = -9535.578580
  nChanged 2
		SP:Iteration 7Q (16493.450000 sec): 3 clusters
  Score: Raw -11342.098171 + Penalty 1786.579673 = -9555.518498
  nChanged 5
		SP:Iteration 8Q (16493.640000 sec): 3 clusters
  Score: Raw -11384.040378 + Penalty 1786.579673 = -9597.460705
  nChanged 2
		SP:Iteration 9Q (16493.830000 sec): 3 clusters
  Score: Raw -11398.394656 + Penalty 1786.579673 = -9611.814983
  nChanged 1
		SP:Iteration 10Q (16494.030000 sec): 3 clusters
  Score: Raw -11417.246395 + Penalty 1786.579673 = -9630.666721
  nChanged 0
		SP:Iteration 11F (16494.190000 sec): 3 clusters
  Score: Raw -11421.230400 + Penalty 1786.579673 = -9634.650727
  nChanged 1
		SP:Iteration 12Q (16494.340000 sec): 3 clusters
  Score: Raw -11437.135749 + Penalty 1786.579673 = -9650.556075
  nChanged 1
		SP:Iteration 13Q (16494.530000 sec): 3 clusters
  Score: Raw -11439.673781 + Penalty 1786.579673 = -9653.094108
  nChanged 0
		SP:Iteration 14F (16494.710000 sec): 3 clusters
  Score: Raw -11439.673781 + Penalty 1786.579673 = -9653.094108
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16494.830000 sec): 2 clusters
  Score: Raw -42327.591175 + Penalty 969.498845 = -41358.092330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16495.000000 sec): 3 clusters
  Score: Raw -42335.455398 + Penalty 1938.997690 = -40396.457707
  nChanged 78
		SP:Iteration 1F (16495.190000 sec): 3 clusters
  Score: Raw -42502.136396 + Penalty 1938.997690 = -40563.138706
  nChanged 20
		SP:Iteration 2F (16495.360000 sec): 3 clusters
  Score: Raw -42569.698254 + Penalty 1938.997690 = -40630.700564
  nChanged 14
		SP:Iteration 3Q (16495.520000 sec): 3 clusters
  Score: Raw -42654.732500 + Penalty 1938.997690 = -40715.734810
  nChanged 15
		SP:Iteration 4Q (16495.710000 sec): 3 clusters
  Score: Raw -42737.488956 + Penalty 1938.997690 = -40798.491266
  nChanged 13
		SP:Iteration 5Q (16495.870000 sec): 3 clusters
  Score: Raw -42773.401662 + Penalty 1938.997690 = -40834.403972
  nChanged 5
		SP:Iteration 6Q (16496.060000 sec): 3 clusters
  Score: Raw -42783.817324 + Penalty 1938.997690 = -40844.819634
  nChanged 4
		SP:Iteration 7Q (16496.220000 sec): 3 clusters
  Score: Raw -42794.656747 + Penalty 1938.997690 = -40855.659056
  nChanged 6
		SP:Iteration 8Q (16496.420000 sec): 3 clusters
  Score: Raw -42813.562560 + Penalty 1938.997690 = -40874.564870
  nChanged 5
		SP:Iteration 9Q (16496.550000 sec): 3 clusters
  Score: Raw -42822.591942 + Penalty 1938.997690 = -40883.594252
  nChanged 1
		SP:Iteration 10Q (16496.750000 sec): 3 clusters
  Score: Raw -42824.372531 + Penalty 1938.997690 = -40885.374841
  nChanged 1
		SP:Iteration 11Q (16496.930000 sec): 3 clusters
  Score: Raw -42825.829075 + Penalty 1938.997690 = -40886.831385
  nChanged 0
		SP:Iteration 12F (16497.090000 sec): 3 clusters
  Score: Raw -42825.829075 + Penalty 1938.997690 = -40886.831385
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16497.240000 sec): 2 clusters
  Score: Raw -2094974.834170 + Penalty 1585.778216 = -2093389.055954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16497.500000 sec): 3 clusters
  Score: Raw -2084701.377531 + Penalty 3171.556432 = -2081529.821098
  nChanged 7645
		SP:Iteration 1F (16497.730000 sec): 3 clusters
  Score: Raw -2088662.950551 + Penalty 3171.556432 = -2085491.394118
  nChanged 900
		SP:Iteration 2F (16497.970000 sec): 3 clusters
  Score: Raw -2088970.057357 + Penalty 3171.556432 = -2085798.500925
  nChanged 778
		SP:Iteration 3Q (16498.230000 sec): 3 clusters
  Score: Raw -2089215.552076 + Penalty 3171.556432 = -2086043.995644
  nChanged 671
		SP:Iteration 4Q (16498.430000 sec): 3 clusters
  Score: Raw -2089428.180941 + Penalty 3171.556432 = -2086256.624509
  nChanged 634
		SP:Iteration 5Q (16498.740000 sec): 3 clusters
  Score: Raw -2089621.908013 + Penalty 3171.556432 = -2086450.351580
  nChanged 584
		SP:Iteration 6Q (16499.010000 sec): 3 clusters
  Score: Raw -2089823.373367 + Penalty 3171.556432 = -2086651.816934
  nChanged 664
		SP:Iteration 7Q (16499.280000 sec): 3 clusters
  Score: Raw -2090087.273261 + Penalty 3171.556432 = -2086915.716829
  nChanged 731
		SP:Iteration 8Q (16499.540000 sec): 3 clusters
  Score: Raw -2090435.520850 + Penalty 3171.556432 = -2087263.964418
  nChanged 819
		SP:Iteration 9Q (16499.790000 sec): 3 clusters
  Score: Raw -2090878.455550 + Penalty 3171.556432 = -2087706.899118
  nChanged 809
		SP:Iteration 10Q (16500.030000 sec): 3 clusters
  Score: Raw -2091392.471976 + Penalty 3171.556432 = -2088220.915544
  nChanged 824
		SP:Iteration 11Q (16500.300000 sec): 3 clusters
  Score: Raw -2091973.863892 + Penalty 3171.556432 = -2088802.307460
  nChanged 808
		SP:Iteration 12Q (16500.520000 sec): 3 clusters
  Score: Raw -2092549.403567 + Penalty 3171.556432 = -2089377.847135
  nChanged 659
		SP:Iteration 13Q (16500.770000 sec): 3 clusters
  Score: Raw -2092953.578950 + Penalty 3171.556432 = -2089782.022518
  nChanged 502
		SP:Iteration 14Q (16501.000000 sec): 3 clusters
  Score: Raw -2093199.290130 + Penalty 3171.556432 = -2090027.733697
  nChanged 404
		SP:Iteration 15Q (16501.260000 sec): 3 clusters
  Score: Raw -2093395.925689 + Penalty 3171.556432 = -2090224.369257
  nChanged 313
		SP:Iteration 16Q (16501.540000 sec): 3 clusters
  Score: Raw -2093541.271327 + Penalty 3171.556432 = -2090369.714895
  nChanged 290
		SP:Iteration 17Q (16501.810000 sec): 3 clusters
  Score: Raw -2093676.422161 + Penalty 3171.556432 = -2090504.865729
  nChanged 274
		SP:Iteration 18Q (16502.040000 sec): 3 clusters
  Score: Raw -2093798.377137 + Penalty 3171.556432 = -2090626.820705
  nChanged 268
		SP:Iteration 19Q (16502.260000 sec): 3 clusters
  Score: Raw -2093923.169936 + Penalty 3171.556432 = -2090751.613504
  nChanged 236
		SP:Iteration 20F (16502.520000 sec): 3 clusters
  Score: Raw -2094039.428176 + Penalty 3171.556432 = -2090867.871743
  nChanged 230
		SP:Iteration 21Q (16502.770000 sec): 3 clusters
  Score: Raw -2094156.150960 + Penalty 3171.556432 = -2090984.594527
  nChanged 227
		SP:Iteration 22Q (16503.010000 sec): 3 clusters
  Score: Raw -2094273.499500 + Penalty 3171.556432 = -2091101.943068
  nChanged 189
		SP:Iteration 23Q (16503.280000 sec): 3 clusters
  Score: Raw -2094363.109745 + Penalty 3171.556432 = -2091191.553313
  nChanged 169
		SP:Iteration 24Q (16503.500000 sec): 3 clusters
  Score: Raw -2094446.946551 + Penalty 3171.556432 = -2091275.390119
  nChanged 150
		SP:Iteration 25Q (16503.750000 sec): 3 clusters
  Score: Raw -2094514.899956 + Penalty 3171.556432 = -2091343.343523
  nChanged 131
		SP:Iteration 26Q (16504.010000 sec): 3 clusters
  Score: Raw -2094571.314151 + Penalty 3171.556432 = -2091399.757719
  nChanged 114
		SP:Iteration 27Q (16504.230000 sec): 3 clusters
  Score: Raw -2094619.071602 + Penalty 3171.556432 = -2091447.515169
  nChanged 112
		SP:Iteration 28Q (16504.450000 sec): 3 clusters
  Score: Raw -2094670.361128 + Penalty 3171.556432 = -2091498.804695
  nChanged 115
		SP:Iteration 29Q (16504.720000 sec): 3 clusters
  Score: Raw -2094723.185773 + Penalty 3171.556432 = -2091551.629341
  nChanged 111
		SP:Iteration 30Q (16504.930000 sec): 3 clusters
  Score: Raw -2094776.353668 + Penalty 3171.556432 = -2091604.797236
  nChanged 88
		SP:Iteration 31Q (16505.210000 sec): 3 clusters
  Score: Raw -2094825.200005 + Penalty 3171.556432 = -2091653.643573
  nChanged 81
		SP:Iteration 32Q (16505.450000 sec): 3 clusters
  Score: Raw -2094865.309657 + Penalty 3171.556432 = -2091693.753225
  nChanged 63
		SP:Iteration 33Q (16505.690000 sec): 3 clusters
  Score: Raw -2094894.420608 + Penalty 3171.556432 = -2091722.864175
  nChanged 56
		SP:Iteration 34Q (16505.930000 sec): 3 clusters
  Score: Raw -2094920.706063 + Penalty 3171.556432 = -2091749.149631
  nChanged 55
		SP:Iteration 35Q (16506.160000 sec): 3 clusters
  Score: Raw -2094948.143061 + Penalty 3171.556432 = -2091776.586628
  nChanged 61
		SP:Iteration 36Q (16506.400000 sec): 3 clusters
  Score: Raw -2094976.008472 + Penalty 3171.556432 = -2091804.452040
  nChanged 43
		SP:Iteration 37Q (16506.640000 sec): 3 clusters
  Score: Raw -2094994.673317 + Penalty 3171.556432 = -2091823.116884
  nChanged 42
		SP:Iteration 38Q (16506.870000 sec): 3 clusters
  Score: Raw -2095013.076287 + Penalty 3171.556432 = -2091841.519855
  nChanged 38
		SP:Iteration 39Q (16507.120000 sec): 3 clusters
  Score: Raw -2095032.314638 + Penalty 3171.556432 = -2091860.758206
  nChanged 37
		SP:Iteration 40F (16507.320000 sec): 3 clusters
  Score: Raw -2095050.717557 + Penalty 3171.556432 = -2091879.161125
  nChanged 40
		SP:Iteration 41Q (16507.570000 sec): 3 clusters
  Score: Raw -2095069.176957 + Penalty 3171.556432 = -2091897.620525
  nChanged 34
		SP:Iteration 42Q (16507.800000 sec): 3 clusters
  Score: Raw -2095085.526711 + Penalty 3171.556432 = -2091913.970279
  nChanged 22
		SP:Iteration 43Q (16508.060000 sec): 3 clusters
  Score: Raw -2095095.968577 + Penalty 3171.556432 = -2091924.412145
  nChanged 21
		SP:Iteration 44Q (16508.270000 sec): 3 clusters
  Score: Raw -2095105.482166 + Penalty 3171.556432 = -2091933.925734
  nChanged 18
		SP:Iteration 45Q (16508.460000 sec): 3 clusters
  Score: Raw -2095113.445383 + Penalty 3171.556432 = -2091941.888951
  nChanged 16
		SP:Iteration 46Q (16508.700000 sec): 3 clusters
  Score: Raw -2095120.975959 + Penalty 3171.556432 = -2091949.419527
  nChanged 15
		SP:Iteration 47Q (16508.920000 sec): 3 clusters
  Score: Raw -2095128.531486 + Penalty 3171.556432 = -2091956.975054
  nChanged 11
		SP:Iteration 48Q (16509.160000 sec): 3 clusters
  Score: Raw -2095133.058832 + Penalty 3171.556432 = -2091961.502400
  nChanged 8
		SP:Iteration 49Q (16509.420000 sec): 3 clusters
  Score: Raw -2095136.752382 + Penalty 3171.556432 = -2091965.195950
  nChanged 9
		SP:Iteration 50Q (16509.630000 sec): 3 clusters
  Score: Raw -2095140.642528 + Penalty 3171.556432 = -2091969.086095
  nChanged 3
		SP:Iteration 51Q (16509.870000 sec): 3 clusters
  Score: Raw -2095142.120092 + Penalty 3171.556432 = -2091970.563660
  nChanged 4
		SP:Iteration 52Q (16510.130000 sec): 3 clusters
  Score: Raw -2095144.294168 + Penalty 3171.556432 = -2091972.737735
  nChanged 3
		SP:Iteration 53Q (16510.350000 sec): 3 clusters
  Score: Raw -2095146.082062 + Penalty 3171.556432 = -2091974.525630
  nChanged 3
		SP:Iteration 54Q (16510.600000 sec): 3 clusters
  Score: Raw -2095148.587149 + Penalty 3171.556432 = -2091977.030717
  nChanged 5
		SP:Iteration 55Q (16510.850000 sec): 3 clusters
  Score: Raw -2095151.927872 + Penalty 3171.556432 = -2091980.371440
  nChanged 8
		SP:Iteration 56Q (16511.080000 sec): 3 clusters
  Score: Raw -2095156.492471 + Penalty 3171.556432 = -2091984.936039
  nChanged 8
		SP:Iteration 57Q (16511.290000 sec): 3 clusters
  Score: Raw -2095160.474976 + Penalty 3171.556432 = -2091988.918544
  nChanged 5
		SP:Iteration 58Q (16511.560000 sec): 3 clusters
  Score: Raw -2095162.252687 + Penalty 3171.556432 = -2091990.696255
  nChanged 6
		SP:Iteration 59Q (16511.770000 sec): 3 clusters
  Score: Raw -2095165.320198 + Penalty 3171.556432 = -2091993.763766
  nChanged 2
		SP:Iteration 60F (16512.020000 sec): 3 clusters
  Score: Raw -2095166.237519 + Penalty 3171.556432 = -2091994.681087
  nChanged 2
		SP:Iteration 61Q (16512.250000 sec): 3 clusters
  Score: Raw -2095167.737705 + Penalty 3171.556432 = -2091996.181272
  nChanged 3
		SP:Iteration 62Q (16512.510000 sec): 3 clusters
  Score: Raw -2095169.007654 + Penalty 3171.556432 = -2091997.451222
  nChanged 1
		SP:Iteration 63Q (16512.770000 sec): 3 clusters
  Score: Raw -2095169.148786 + Penalty 3171.556432 = -2091997.592354
  nChanged 0
		SP:Iteration 64F (16513.030000 sec): 3 clusters
  Score: Raw -2095169.148786 + Penalty 3171.556432 = -2091997.592354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16513.120000 sec): 2 clusters
  Score: Raw -61374.287174 + Penalty 1022.078780 = -60352.208394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16513.310000 sec): 3 clusters
  Score: Raw -61278.663076 + Penalty 2044.157561 = -59234.505515
  nChanged 137
		SP:Iteration 1F (16513.480000 sec): 3 clusters
  Score: Raw -61475.725132 + Penalty 2044.157561 = -59431.567572
  nChanged 33
		SP:Iteration 2F (16513.660000 sec): 3 clusters
  Score: Raw -61554.369329 + Penalty 2044.157561 = -59510.211769
  nChanged 17
		SP:Iteration 3Q (16513.830000 sec): 3 clusters
  Score: Raw -61592.073856 + Penalty 2044.157561 = -59547.916296
  nChanged 13
		SP:Iteration 4Q (16514.020000 sec): 3 clusters
  Score: Raw -61613.884919 + Penalty 2044.157561 = -59569.727358
  nChanged 7
		SP:Iteration 5Q (16514.230000 sec): 3 clusters
  Score: Raw -61622.839579 + Penalty 2044.157561 = -59578.682018
  nChanged 3
		SP:Iteration 6Q (16514.380000 sec): 3 clusters
  Score: Raw -61626.186624 + Penalty 2044.157561 = -59582.029063
  nChanged 0
		SP:Iteration 7F (16514.550000 sec): 3 clusters
  Score: Raw -61626.186624 + Penalty 2044.157561 = -59582.029063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (10030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16514.680000 sec): 2 clusters
  Score: Raw -1162115.641692 + Penalty 1497.167081 = -1160618.474611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16514.900000 sec): 3 clusters
  Score: Raw -1156370.740823 + Penalty 2994.334161 = -1153376.406662
  nChanged 4307
		SP:Iteration 1F (16515.150000 sec): 3 clusters
  Score: Raw -1158933.019650 + Penalty 2994.334161 = -1155938.685488
  nChanged 795
		SP:Iteration 2F (16515.390000 sec): 3 clusters
  Score: Raw -1159572.613874 + Penalty 2994.334161 = -1156578.279713
  nChanged 749
		SP:Iteration 3F (16515.580000 sec): 3 clusters
  Score: Raw -1160238.371914 + Penalty 2994.334161 = -1157244.037753
  nChanged 777
		SP:Iteration 4F (16515.820000 sec): 3 clusters
  Score: Raw -1160948.231922 + Penalty 2994.334161 = -1157953.897761
  nChanged 752
		SP:Iteration 5F (16516.030000 sec): 3 clusters
  Score: Raw -1161601.162530 + Penalty 2994.334161 = -1158606.828368
  nChanged 675
		SP:Iteration 6F (16516.250000 sec): 3 clusters
  Score: Raw -1162207.444471 + Penalty 2994.334161 = -1159213.110310
  nChanged 522
		SP:Iteration 7F (16516.470000 sec): 3 clusters
  Score: Raw -1162646.164149 + Penalty 2994.334161 = -1159651.829988
  nChanged 379
		SP:Iteration 8Q (16516.710000 sec): 3 clusters
  Score: Raw -1162905.623775 + Penalty 2994.334161 = -1159911.289614
  nChanged 243
		SP:Iteration 9Q (16516.930000 sec): 3 clusters
  Score: Raw -1163045.284042 + Penalty 2994.334161 = -1160050.949880
  nChanged 178
		SP:Iteration 10Q (16517.120000 sec): 3 clusters
  Score: Raw -1163120.779991 + Penalty 2994.334161 = -1160126.445829
  nChanged 145
		SP:Iteration 11Q (16517.330000 sec): 3 clusters
  Score: Raw -1163175.405294 + Penalty 2994.334161 = -1160181.071133
  nChanged 123
		SP:Iteration 12Q (16517.560000 sec): 3 clusters
  Score: Raw -1163216.235318 + Penalty 2994.334161 = -1160221.901156
  nChanged 99
		SP:Iteration 13Q (16517.800000 sec): 3 clusters
  Score: Raw -1163247.828535 + Penalty 2994.334161 = -1160253.494374
  nChanged 92
		SP:Iteration 14Q (16517.990000 sec): 3 clusters
  Score: Raw -1163280.327488 + Penalty 2994.334161 = -1160285.993326
  nChanged 83
		SP:Iteration 15Q (16518.230000 sec): 3 clusters
  Score: Raw -1163309.711716 + Penalty 2994.334161 = -1160315.377555
  nChanged 75
		SP:Iteration 16Q (16518.440000 sec): 3 clusters
  Score: Raw -1163339.111034 + Penalty 2994.334161 = -1160344.776873
  nChanged 73
		SP:Iteration 17Q (16518.680000 sec): 3 clusters
  Score: Raw -1163362.393620 + Penalty 2994.334161 = -1160368.059459
  nChanged 70
		SP:Iteration 18Q (16518.900000 sec): 3 clusters
  Score: Raw -1163386.550381 + Penalty 2994.334161 = -1160392.216220
  nChanged 63
		SP:Iteration 19Q (16519.070000 sec): 3 clusters
  Score: Raw -1163403.849756 + Penalty 2994.334161 = -1160409.515594
  nChanged 58
		SP:Iteration 20F (16519.260000 sec): 3 clusters
  Score: Raw -1163420.099524 + Penalty 2994.334161 = -1160425.765362
  nChanged 56
		SP:Iteration 21Q (16519.470000 sec): 3 clusters
  Score: Raw -1163440.331293 + Penalty 2994.334161 = -1160445.997132
  nChanged 52
		SP:Iteration 22Q (16519.660000 sec): 3 clusters
  Score: Raw -1163459.034025 + Penalty 2994.334161 = -1160464.699864
  nChanged 60
		SP:Iteration 23Q (16519.910000 sec): 3 clusters
  Score: Raw -1163481.429100 + Penalty 2994.334161 = -1160487.094939
  nChanged 55
		SP:Iteration 24Q (16520.130000 sec): 3 clusters
  Score: Raw -1163496.189408 + Penalty 2994.334161 = -1160501.855246
  nChanged 37
		SP:Iteration 25Q (16520.360000 sec): 3 clusters
  Score: Raw -1163508.425489 + Penalty 2994.334161 = -1160514.091328
  nChanged 41
		SP:Iteration 26Q (16520.560000 sec): 3 clusters
  Score: Raw -1163522.104135 + Penalty 2994.334161 = -1160527.769974
  nChanged 51
		SP:Iteration 27Q (16520.800000 sec): 3 clusters
  Score: Raw -1163542.282430 + Penalty 2994.334161 = -1160547.948269
  nChanged 52
		SP:Iteration 28Q (16521.020000 sec): 3 clusters
  Score: Raw -1163566.625458 + Penalty 2994.334161 = -1160572.291297
  nChanged 47
		SP:Iteration 29Q (16521.160000 sec): 3 clusters
  Score: Raw -1163589.695768 + Penalty 2994.334161 = -1160595.361607
  nChanged 52
		SP:Iteration 30Q (16521.350000 sec): 3 clusters
  Score: Raw -1163619.063299 + Penalty 2994.334161 = -1160624.729137
  nChanged 37
		SP:Iteration 31Q (16521.520000 sec): 3 clusters
  Score: Raw -1163641.821775 + Penalty 2994.334161 = -1160647.487613
  nChanged 36
		SP:Iteration 32Q (16521.740000 sec): 3 clusters
  Score: Raw -1163665.948072 + Penalty 2994.334161 = -1160671.613911
  nChanged 27
		SP:Iteration 33Q (16521.950000 sec): 3 clusters
  Score: Raw -1163698.983282 + Penalty 2994.334161 = -1160704.649121
  nChanged 36
		SP:Iteration 34Q (16522.150000 sec): 3 clusters
  Score: Raw -1163734.862465 + Penalty 2994.334161 = -1160740.528303
  nChanged 27
		SP:Iteration 35Q (16522.340000 sec): 3 clusters
  Score: Raw -1163756.427001 + Penalty 2994.334161 = -1160762.092839
  nChanged 15
		SP:Iteration 36Q (16522.610000 sec): 3 clusters
  Score: Raw -1163763.181573 + Penalty 2994.334161 = -1160768.847412
  nChanged 5
		SP:Iteration 37Q (16522.790000 sec): 3 clusters
  Score: Raw -1163763.960875 + Penalty 2994.334161 = -1160769.626714
  nChanged 1
		SP:Iteration 38Q (16523.010000 sec): 3 clusters
  Score: Raw -1163764.060757 + Penalty 2994.334161 = -1160769.726596
  nChanged 0
		SP:Iteration 39F (16523.260000 sec): 3 clusters
  Score: Raw -1163764.060757 + Penalty 2994.334161 = -1160769.726596
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 113.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16523.380000 sec): 2 clusters
  Score: Raw -317337.036865 + Penalty 1294.118792 = -316042.918072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16523.550000 sec): 3 clusters
  Score: Raw -316006.501901 + Penalty 2588.237585 = -313418.264316
  nChanged 1083
		SP:Iteration 1F (16523.760000 sec): 3 clusters
  Score: Raw -316775.801731 + Penalty 2588.237585 = -314187.564146
  nChanged 283
		SP:Iteration 2F (16523.910000 sec): 3 clusters
  Score: Raw -317044.430221 + Penalty 2588.237585 = -314456.192636
  nChanged 198
		SP:Iteration 3F (16524.110000 sec): 3 clusters
  Score: Raw -317252.707411 + Penalty 2588.237585 = -314664.469827
  nChanged 184
		SP:Iteration 4F (16524.320000 sec): 3 clusters
  Score: Raw -317441.967508 + Penalty 2588.237585 = -314853.729923
  nChanged 151
		SP:Iteration 5F (16524.510000 sec): 3 clusters
  Score: Raw -317593.695919 + Penalty 2588.237585 = -315005.458334
  nChanged 148
		SP:Iteration 6F (16524.670000 sec): 3 clusters
  Score: Raw -317729.062580 + Penalty 2588.237585 = -315140.824996
  nChanged 115
		SP:Iteration 7Q (16524.900000 sec): 3 clusters
  Score: Raw -317836.091401 + Penalty 2588.237585 = -315247.853816
  nChanged 106
		SP:Iteration 8Q (16525.100000 sec): 3 clusters
  Score: Raw -317936.507768 + Penalty 2588.237585 = -315348.270183
  nChanged 100
		SP:Iteration 9Q (16525.250000 sec): 3 clusters
  Score: Raw -318035.096075 + Penalty 2588.237585 = -315446.858490
  nChanged 87
		SP:Iteration 10Q (16525.400000 sec): 3 clusters
  Score: Raw -318133.412438 + Penalty 2588.237585 = -315545.174854
  nChanged 81
		SP:Iteration 11Q (16525.640000 sec): 3 clusters
  Score: Raw -318237.125093 + Penalty 2588.237585 = -315648.887509
  nChanged 69
		SP:Iteration 12Q (16525.820000 sec): 3 clusters
  Score: Raw -318304.711090 + Penalty 2588.237585 = -315716.473505
  nChanged 51
		SP:Iteration 13Q (16526.020000 sec): 3 clusters
  Score: Raw -318358.344414 + Penalty 2588.237585 = -315770.106829
  nChanged 43
		SP:Iteration 14Q (16526.190000 sec): 3 clusters
  Score: Raw -318411.618051 + Penalty 2588.237585 = -315823.380466
  nChanged 41
		SP:Iteration 15Q (16526.380000 sec): 3 clusters
  Score: Raw -318446.309593 + Penalty 2588.237585 = -315858.072008
  nChanged 33
		SP:Iteration 16Q (16526.580000 sec): 3 clusters
  Score: Raw -318465.950665 + Penalty 2588.237585 = -315877.713080
  nChanged 23
		SP:Iteration 17Q (16526.730000 sec): 3 clusters
  Score: Raw -318507.415405 + Penalty 2588.237585 = -315919.177820
  nChanged 31
		SP:Iteration 18Q (16526.960000 sec): 3 clusters
  Score: Raw -318549.695498 + Penalty 2588.237585 = -315961.457913
  nChanged 24
		SP:Iteration 19Q (16527.140000 sec): 3 clusters
  Score: Raw -318568.907348 + Penalty 2588.237585 = -315980.669764
  nChanged 18
		SP:Iteration 20F (16527.290000 sec): 3 clusters
  Score: Raw -318583.702691 + Penalty 2588.237585 = -315995.465107
  nChanged 20
		SP:Iteration 21Q (16527.450000 sec): 3 clusters
  Score: Raw -318604.865713 + Penalty 2588.237585 = -316016.628128
  nChanged 19
		SP:Iteration 22Q (16527.640000 sec): 3 clusters
  Score: Raw -318623.082047 + Penalty 2588.237585 = -316034.844462
  nChanged 16
		SP:Iteration 23Q (16527.800000 sec): 3 clusters
  Score: Raw -318639.114785 + Penalty 2588.237585 = -316050.877200
  nChanged 14
		SP:Iteration 24Q (16527.990000 sec): 3 clusters
  Score: Raw -318644.996738 + Penalty 2588.237585 = -316056.759153
  nChanged 10
		SP:Iteration 25Q (16528.210000 sec): 3 clusters
  Score: Raw -318651.981020 + Penalty 2588.237585 = -316063.743435
  nChanged 9
		SP:Iteration 26Q (16528.410000 sec): 3 clusters
  Score: Raw -318657.936905 + Penalty 2588.237585 = -316069.699320
  nChanged 8
		SP:Iteration 27Q (16528.590000 sec): 3 clusters
  Score: Raw -318662.222128 + Penalty 2588.237585 = -316073.984543
  nChanged 4
		SP:Iteration 28Q (16528.760000 sec): 3 clusters
  Score: Raw -318664.526034 + Penalty 2588.237585 = -316076.288450
  nChanged 4
		SP:Iteration 29Q (16528.940000 sec): 3 clusters
  Score: Raw -318666.865367 + Penalty 2588.237585 = -316078.627782
  nChanged 4
		SP:Iteration 30Q (16529.140000 sec): 3 clusters
  Score: Raw -318668.556396 + Penalty 2588.237585 = -316080.318811
  nChanged 1
		SP:Iteration 31Q (16529.350000 sec): 3 clusters
  Score: Raw -318668.984130 + Penalty 2588.237585 = -316080.746545
  nChanged 0
		SP:Iteration 32F (16529.510000 sec): 3 clusters
  Score: Raw -318668.984130 + Penalty 2588.237585 = -316080.746545
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 114.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16529.670000 sec): 2 clusters
  Score: Raw -1102072.289309 + Penalty 1486.625557 = -1100585.663751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16529.890000 sec): 3 clusters
  Score: Raw -1096766.289935 + Penalty 2973.251115 = -1093793.038820
  nChanged 3981
		SP:Iteration 1F (16530.140000 sec): 3 clusters
  Score: Raw -1099033.519339 + Penalty 2973.251115 = -1096060.268224
  nChanged 655
		SP:Iteration 2F (16530.350000 sec): 3 clusters
  Score: Raw -1099396.265523 + Penalty 2973.251115 = -1096423.014408
  nChanged 543
		SP:Iteration 3F (16530.540000 sec): 3 clusters
  Score: Raw -1099701.160171 + Penalty 2973.251115 = -1096727.909057
  nChanged 526
		SP:Iteration 4F (16530.750000 sec): 3 clusters
  Score: Raw -1100041.040112 + Penalty 2973.251115 = -1097067.788998
  nChanged 522
		SP:Iteration 5F (16530.990000 sec): 3 clusters
  Score: Raw -1100393.728490 + Penalty 2973.251115 = -1097420.477375
  nChanged 520
		SP:Iteration 6F (16531.200000 sec): 3 clusters
  Score: Raw -1100750.430436 + Penalty 2973.251115 = -1097777.179322
  nChanged 469
		SP:Iteration 7Q (16531.410000 sec): 3 clusters
  Score: Raw -1101040.843948 + Penalty 2973.251115 = -1098067.592833
  nChanged 427
		SP:Iteration 8Q (16531.660000 sec): 3 clusters
  Score: Raw -1101278.700747 + Penalty 2973.251115 = -1098305.449632
  nChanged 346
		SP:Iteration 9Q (16531.900000 sec): 3 clusters
  Score: Raw -1101448.673804 + Penalty 2973.251115 = -1098475.422689
  nChanged 262
		SP:Iteration 10Q (16532.120000 sec): 3 clusters
  Score: Raw -1101567.981709 + Penalty 2973.251115 = -1098594.730595
  nChanged 216
		SP:Iteration 11Q (16532.310000 sec): 3 clusters
  Score: Raw -1101653.163987 + Penalty 2973.251115 = -1098679.912872
  nChanged 172
		SP:Iteration 12Q (16532.520000 sec): 3 clusters
  Score: Raw -1101721.424103 + Penalty 2973.251115 = -1098748.172989
  nChanged 146
		SP:Iteration 13Q (16532.770000 sec): 3 clusters
  Score: Raw -1101771.344251 + Penalty 2973.251115 = -1098798.093136
  nChanged 106
		SP:Iteration 14Q (16532.990000 sec): 3 clusters
  Score: Raw -1101801.729787 + Penalty 2973.251115 = -1098828.478672
  nChanged 81
		SP:Iteration 15Q (16533.220000 sec): 3 clusters
  Score: Raw -1101821.101206 + Penalty 2973.251115 = -1098847.850091
  nChanged 72
		SP:Iteration 16Q (16533.480000 sec): 3 clusters
  Score: Raw -1101836.635114 + Penalty 2973.251115 = -1098863.383999
  nChanged 61
		SP:Iteration 17Q (16533.680000 sec): 3 clusters
  Score: Raw -1101850.699532 + Penalty 2973.251115 = -1098877.448418
  nChanged 63
		SP:Iteration 18Q (16533.900000 sec): 3 clusters
  Score: Raw -1101863.777310 + Penalty 2973.251115 = -1098890.526196
  nChanged 64
		SP:Iteration 19Q (16534.120000 sec): 3 clusters
  Score: Raw -1101881.403751 + Penalty 2973.251115 = -1098908.152637
  nChanged 69
		SP:Iteration 20F (16534.310000 sec): 3 clusters
  Score: Raw -1101897.402219 + Penalty 2973.251115 = -1098924.151105
  nChanged 49
		SP:Iteration 21Q (16534.520000 sec): 3 clusters
  Score: Raw -1101909.310588 + Penalty 2973.251115 = -1098936.059473
  nChanged 50
		SP:Iteration 22Q (16534.740000 sec): 3 clusters
  Score: Raw -1101918.353737 + Penalty 2973.251115 = -1098945.102622
  nChanged 35
		SP:Iteration 23Q (16534.920000 sec): 3 clusters
  Score: Raw -1101923.596389 + Penalty 2973.251115 = -1098950.345274
  nChanged 32
		SP:Iteration 24Q (16535.150000 sec): 3 clusters
  Score: Raw -1101928.213211 + Penalty 2973.251115 = -1098954.962096
  nChanged 28
		SP:Iteration 25Q (16535.360000 sec): 3 clusters
  Score: Raw -1101932.751297 + Penalty 2973.251115 = -1098959.500182
  nChanged 19
		SP:Iteration 26Q (16535.560000 sec): 3 clusters
  Score: Raw -1101935.440239 + Penalty 2973.251115 = -1098962.189125
  nChanged 17
		SP:Iteration 27Q (16535.780000 sec): 3 clusters
  Score: Raw -1101937.820137 + Penalty 2973.251115 = -1098964.569023
  nChanged 11
		SP:Iteration 28Q (16535.980000 sec): 3 clusters
  Score: Raw -1101939.682420 + Penalty 2973.251115 = -1098966.431305
  nChanged 12
		SP:Iteration 29Q (16536.180000 sec): 3 clusters
  Score: Raw -1101941.313764 + Penalty 2973.251115 = -1098968.062649
  nChanged 12
		SP:Iteration 30Q (16536.430000 sec): 3 clusters
  Score: Raw -1101943.104712 + Penalty 2973.251115 = -1098969.853597
  nChanged 17
		SP:Iteration 31Q (16536.630000 sec): 3 clusters
  Score: Raw -1101945.632777 + Penalty 2973.251115 = -1098972.381662
  nChanged 17
		SP:Iteration 32Q (16536.850000 sec): 3 clusters
  Score: Raw -1101947.893118 + Penalty 2973.251115 = -1098974.642003
  nChanged 9
		SP:Iteration 33Q (16537.090000 sec): 3 clusters
  Score: Raw -1101949.134163 + Penalty 2973.251115 = -1098975.883049
  nChanged 9
		SP:Iteration 34Q (16537.290000 sec): 3 clusters
  Score: Raw -1101950.070157 + Penalty 2973.251115 = -1098976.819042
  nChanged 8
		SP:Iteration 35Q (16537.470000 sec): 3 clusters
  Score: Raw -1101951.206569 + Penalty 2973.251115 = -1098977.955454
  nChanged 7
		SP:Iteration 36Q (16537.700000 sec): 3 clusters
  Score: Raw -1101951.982496 + Penalty 2973.251115 = -1098978.731381
  nChanged 4
		SP:Iteration 37Q (16537.920000 sec): 3 clusters
  Score: Raw -1101952.215159 + Penalty 2973.251115 = -1098978.964044
  nChanged 2
		SP:Iteration 38Q (16538.130000 sec): 3 clusters
  Score: Raw -1101952.388324 + Penalty 2973.251115 = -1098979.137210
  nChanged 1
		SP:Iteration 39Q (16538.320000 sec): 3 clusters
  Score: Raw -1101952.538336 + Penalty 2973.251115 = -1098979.287221
  nChanged 1
		SP:Iteration 40F (16538.530000 sec): 3 clusters
  Score: Raw -1101952.649876 + Penalty 2973.251115 = -1098979.398761
  nChanged 1
		SP:Iteration 41Q (16538.710000 sec): 3 clusters
  Score: Raw -1101952.702836 + Penalty 2973.251115 = -1098979.451722
  nChanged 1
		SP:Iteration 42Q (16538.910000 sec): 3 clusters
  Score: Raw -1101952.793293 + Penalty 2973.251115 = -1098979.542178
  nChanged 0
		SP:Iteration 43F (16539.120000 sec): 3 clusters
  Score: Raw -1101952.793293 + Penalty 2973.251115 = -1098979.542178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16539.270000 sec): 2 clusters
  Score: Raw -373681.099936 + Penalty 1307.876171 = -372373.223765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16539.430000 sec): 3 clusters
  Score: Raw -372184.061182 + Penalty 2615.752342 = -369568.308840
  nChanged 1208
		SP:Iteration 1F (16539.660000 sec): 3 clusters
  Score: Raw -372923.944759 + Penalty 2615.752342 = -370308.192418
  nChanged 245
		SP:Iteration 2F (16539.880000 sec): 3 clusters
  Score: Raw -373094.013196 + Penalty 2615.752342 = -370478.260854
  nChanged 163
		SP:Iteration 3F (16540.040000 sec): 3 clusters
  Score: Raw -373191.583817 + Penalty 2615.752342 = -370575.831475
  nChanged 104
		SP:Iteration 4Q (16540.220000 sec): 3 clusters
  Score: Raw -373246.208997 + Penalty 2615.752342 = -370630.456655
  nChanged 95
		SP:Iteration 5Q (16540.440000 sec): 3 clusters
  Score: Raw -373300.528201 + Penalty 2615.752342 = -370684.775859
  nChanged 87
		SP:Iteration 6Q (16540.630000 sec): 3 clusters
  Score: Raw -373352.247160 + Penalty 2615.752342 = -370736.494819
  nChanged 73
		SP:Iteration 7Q (16540.840000 sec): 3 clusters
  Score: Raw -373397.558661 + Penalty 2615.752342 = -370781.806319
  nChanged 56
		SP:Iteration 8Q (16540.970000 sec): 3 clusters
  Score: Raw -373427.810896 + Penalty 2615.752342 = -370812.058554
  nChanged 56
		SP:Iteration 9Q (16541.160000 sec): 3 clusters
  Score: Raw -373462.120599 + Penalty 2615.752342 = -370846.368257
  nChanged 63
		SP:Iteration 10Q (16541.340000 sec): 3 clusters
  Score: Raw -373501.093968 + Penalty 2615.752342 = -370885.341626
  nChanged 49
		SP:Iteration 11Q (16541.540000 sec): 3 clusters
  Score: Raw -373528.492365 + Penalty 2615.752342 = -370912.740023
  nChanged 37
		SP:Iteration 12Q (16541.780000 sec): 3 clusters
  Score: Raw -373545.713185 + Penalty 2615.752342 = -370929.960843
  nChanged 29
		SP:Iteration 13Q (16541.960000 sec): 3 clusters
  Score: Raw -373562.330550 + Penalty 2615.752342 = -370946.578209
  nChanged 36
		SP:Iteration 14Q (16542.090000 sec): 3 clusters
  Score: Raw -373584.661544 + Penalty 2615.752342 = -370968.909203
  nChanged 39
		SP:Iteration 15Q (16542.310000 sec): 3 clusters
  Score: Raw -373617.520579 + Penalty 2615.752342 = -371001.768237
  nChanged 48
		SP:Iteration 16Q (16542.470000 sec): 3 clusters
  Score: Raw -373649.063822 + Penalty 2615.752342 = -371033.311480
  nChanged 37
		SP:Iteration 17Q (16542.710000 sec): 3 clusters
  Score: Raw -373674.416740 + Penalty 2615.752342 = -371058.664399
  nChanged 41
		SP:Iteration 18Q (16542.880000 sec): 3 clusters
  Score: Raw -373707.475117 + Penalty 2615.752342 = -371091.722775
  nChanged 55
		SP:Iteration 19Q (16543.090000 sec): 3 clusters
  Score: Raw -373752.463489 + Penalty 2615.752342 = -371136.711147
  nChanged 53
		SP:Iteration 20F (16543.270000 sec): 3 clusters
  Score: Raw -373792.083540 + Penalty 2615.752342 = -371176.331198
  nChanged 49
		SP:Iteration 21Q (16543.450000 sec): 3 clusters
  Score: Raw -373815.543018 + Penalty 2615.752342 = -371199.790677
  nChanged 35
		SP:Iteration 22Q (16543.620000 sec): 3 clusters
  Score: Raw -373843.485092 + Penalty 2615.752342 = -371227.732750
  nChanged 34
		SP:Iteration 23Q (16543.850000 sec): 3 clusters
  Score: Raw -373863.043454 + Penalty 2615.752342 = -371247.291113
  nChanged 30
		SP:Iteration 24Q (16544.020000 sec): 3 clusters
  Score: Raw -373881.228774 + Penalty 2615.752342 = -371265.476433
  nChanged 34
		SP:Iteration 25Q (16544.250000 sec): 3 clusters
  Score: Raw -373906.787642 + Penalty 2615.752342 = -371291.035301
  nChanged 34
		SP:Iteration 26Q (16544.450000 sec): 3 clusters
  Score: Raw -373930.638941 + Penalty 2615.752342 = -371314.886599
  nChanged 31
		SP:Iteration 27Q (16544.600000 sec): 3 clusters
  Score: Raw -373950.224567 + Penalty 2615.752342 = -371334.472225
  nChanged 25
		SP:Iteration 28Q (16544.790000 sec): 3 clusters
  Score: Raw -373961.456786 + Penalty 2615.752342 = -371345.704444
  nChanged 20
		SP:Iteration 29Q (16544.980000 sec): 3 clusters
  Score: Raw -373971.127607 + Penalty 2615.752342 = -371355.375265
  nChanged 20
		SP:Iteration 30Q (16545.130000 sec): 3 clusters
  Score: Raw -373980.190858 + Penalty 2615.752342 = -371364.438516
  nChanged 8
		SP:Iteration 31Q (16545.310000 sec): 3 clusters
  Score: Raw -373983.787699 + Penalty 2615.752342 = -371368.035358
  nChanged 7
		SP:Iteration 32Q (16545.470000 sec): 3 clusters
  Score: Raw -373987.390436 + Penalty 2615.752342 = -371371.638094
  nChanged 10
		SP:Iteration 33Q (16545.660000 sec): 3 clusters
  Score: Raw -373992.876184 + Penalty 2615.752342 = -371377.123842
  nChanged 8
		SP:Iteration 34Q (16545.830000 sec): 3 clusters
  Score: Raw -373997.847493 + Penalty 2615.752342 = -371382.095152
  nChanged 8
		SP:Iteration 35Q (16546.050000 sec): 3 clusters
  Score: Raw -374002.011273 + Penalty 2615.752342 = -371386.258931
  nChanged 7
		SP:Iteration 36Q (16546.250000 sec): 3 clusters
  Score: Raw -374005.644671 + Penalty 2615.752342 = -371389.892329
  nChanged 6
		SP:Iteration 37Q (16546.430000 sec): 3 clusters
  Score: Raw -374009.188774 + Penalty 2615.752342 = -371393.436432
  nChanged 8
		SP:Iteration 38Q (16546.600000 sec): 3 clusters
  Score: Raw -374013.160801 + Penalty 2615.752342 = -371397.408459
  nChanged 12
		SP:Iteration 39Q (16546.780000 sec): 3 clusters
  Score: Raw -374022.690376 + Penalty 2615.752342 = -371406.938035
  nChanged 13
		SP:Iteration 40F (16546.990000 sec): 3 clusters
  Score: Raw -374033.349350 + Penalty 2615.752342 = -371417.597008
  nChanged 6
		SP:Iteration 41Q (16547.180000 sec): 3 clusters
  Score: Raw -374036.383317 + Penalty 2615.752342 = -371420.630975
  nChanged 2
		SP:Iteration 42Q (16547.370000 sec): 3 clusters
  Score: Raw -374037.256514 + Penalty 2615.752342 = -371421.504172
  nChanged 2
		SP:Iteration 43Q (16547.510000 sec): 3 clusters
  Score: Raw -374037.950415 + Penalty 2615.752342 = -371422.198074
  nChanged 2
		SP:Iteration 44Q (16547.680000 sec): 3 clusters
  Score: Raw -374038.860280 + Penalty 2615.752342 = -371423.107938
  nChanged 1
		SP:Iteration 45Q (16547.850000 sec): 3 clusters
  Score: Raw -374039.140607 + Penalty 2615.752342 = -371423.388265
  nChanged 1
		SP:Iteration 46Q (16548.040000 sec): 3 clusters
  Score: Raw -374039.821652 + Penalty 2615.752342 = -371424.069311
  nChanged 3
		SP:Iteration 47Q (16548.240000 sec): 3 clusters
  Score: Raw -374041.317661 + Penalty 2615.752342 = -371425.565319
  nChanged 4
		SP:Iteration 48Q (16548.440000 sec): 3 clusters
  Score: Raw -374042.575950 + Penalty 2615.752342 = -371426.823608
  nChanged 0
		SP:Iteration 49F (16548.640000 sec): 3 clusters
  Score: Raw -374042.575950 + Penalty 2615.752342 = -371426.823608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16548.770000 sec): 2 clusters
  Score: Raw -1242109.282478 + Penalty 1504.252369 = -1240605.030109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16548.980000 sec): 3 clusters
  Score: Raw -1236185.241683 + Penalty 3008.504739 = -1233176.736945
  nChanged 4531
		SP:Iteration 1F (16549.230000 sec): 3 clusters
  Score: Raw -1238683.287121 + Penalty 3008.504739 = -1235674.782383
  nChanged 633
		SP:Iteration 2F (16549.420000 sec): 3 clusters
  Score: Raw -1238968.763757 + Penalty 3008.504739 = -1235960.259019
  nChanged 546
		SP:Iteration 3F (16549.640000 sec): 3 clusters
  Score: Raw -1239246.552481 + Penalty 3008.504739 = -1236238.047742
  nChanged 547
		SP:Iteration 4F (16549.840000 sec): 3 clusters
  Score: Raw -1239547.192321 + Penalty 3008.504739 = -1236538.687582
  nChanged 570
		SP:Iteration 5F (16550.060000 sec): 3 clusters
  Score: Raw -1239889.572312 + Penalty 3008.504739 = -1236881.067573
  nChanged 599
		SP:Iteration 6F (16550.270000 sec): 3 clusters
  Score: Raw -1240312.834662 + Penalty 3008.504739 = -1237304.329924
  nChanged 626
		SP:Iteration 7F (16550.490000 sec): 3 clusters
  Score: Raw -1240817.797959 + Penalty 3008.504739 = -1237809.293221
  nChanged 576
		SP:Iteration 8F (16550.700000 sec): 3 clusters
  Score: Raw -1241291.949630 + Penalty 3008.504739 = -1238283.444891
  nChanged 435
		SP:Iteration 9Q (16550.940000 sec): 3 clusters
  Score: Raw -1241635.824028 + Penalty 3008.504739 = -1238627.319289
  nChanged 297
		SP:Iteration 10Q (16551.120000 sec): 3 clusters
  Score: Raw -1241861.260548 + Penalty 3008.504739 = -1238852.755809
  nChanged 200
		SP:Iteration 11Q (16551.330000 sec): 3 clusters
  Score: Raw -1242012.175618 + Penalty 3008.504739 = -1239003.670879
  nChanged 129
		SP:Iteration 12Q (16551.590000 sec): 3 clusters
  Score: Raw -1242110.206314 + Penalty 3008.504739 = -1239101.701575
  nChanged 85
		SP:Iteration 13Q (16551.800000 sec): 3 clusters
  Score: Raw -1242171.459843 + Penalty 3008.504739 = -1239162.955105
  nChanged 50
		SP:Iteration 14Q (16552.030000 sec): 3 clusters
  Score: Raw -1242210.636082 + Penalty 3008.504739 = -1239202.131343
  nChanged 37
		SP:Iteration 15Q (16552.250000 sec): 3 clusters
  Score: Raw -1242241.374433 + Penalty 3008.504739 = -1239232.869695
  nChanged 20
		SP:Iteration 16Q (16552.460000 sec): 3 clusters
  Score: Raw -1242254.259027 + Penalty 3008.504739 = -1239245.754289
  nChanged 12
		SP:Iteration 17Q (16552.670000 sec): 3 clusters
  Score: Raw -1242263.289722 + Penalty 3008.504739 = -1239254.784983
  nChanged 10
		SP:Iteration 18Q (16552.860000 sec): 3 clusters
  Score: Raw -1242271.407684 + Penalty 3008.504739 = -1239262.902945
  nChanged 9
		SP:Iteration 19Q (16553.100000 sec): 3 clusters
  Score: Raw -1242279.831565 + Penalty 3008.504739 = -1239271.326826
  nChanged 10
		SP:Iteration 20F (16553.300000 sec): 3 clusters
  Score: Raw -1242288.867995 + Penalty 3008.504739 = -1239280.363256
  nChanged 11
		SP:Iteration 21Q (16553.520000 sec): 3 clusters
  Score: Raw -1242297.511454 + Penalty 3008.504739 = -1239289.006715
  nChanged 10
		SP:Iteration 22Q (16553.780000 sec): 3 clusters
  Score: Raw -1242309.854482 + Penalty 3008.504739 = -1239301.349743
  nChanged 7
		SP:Iteration 23Q (16554.000000 sec): 3 clusters
  Score: Raw -1242315.982955 + Penalty 3008.504739 = -1239307.478217
  nChanged 4
		SP:Iteration 24Q (16554.200000 sec): 3 clusters
  Score: Raw -1242319.524949 + Penalty 3008.504739 = -1239311.020211
  nChanged 1
		SP:Iteration 25Q (16554.430000 sec): 3 clusters
  Score: Raw -1242320.764194 + Penalty 3008.504739 = -1239312.259456
  nChanged 2
		SP:Iteration 26Q (16554.650000 sec): 3 clusters
  Score: Raw -1242322.144721 + Penalty 3008.504739 = -1239313.639982
  nChanged 1
		SP:Iteration 27Q (16554.910000 sec): 3 clusters
  Score: Raw -1242322.631806 + Penalty 3008.504739 = -1239314.127067
  nChanged 0
		SP:Iteration 28F (16555.160000 sec): 3 clusters
  Score: Raw -1242322.631806 + Penalty 3008.504739 = -1239314.127067
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16555.230000 sec): 2 clusters
  Score: Raw -414386.604586 + Penalty 1325.991332 = -413060.613255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16555.430000 sec): 3 clusters
  Score: Raw -412659.958419 + Penalty 2651.982663 = -410007.975756
  nChanged 1350
		SP:Iteration 1F (16555.580000 sec): 3 clusters
  Score: Raw -413428.756640 + Penalty 2651.982663 = -410776.773977
  nChanged 263
		SP:Iteration 2F (16555.800000 sec): 3 clusters
  Score: Raw -413576.033764 + Penalty 2651.982663 = -410924.051101
  nChanged 187
		SP:Iteration 3F (16555.960000 sec): 3 clusters
  Score: Raw -413686.613649 + Penalty 2651.982663 = -411034.630985
  nChanged 132
		SP:Iteration 4Q (16556.170000 sec): 3 clusters
  Score: Raw -413751.739843 + Penalty 2651.982663 = -411099.757180
  nChanged 108
		SP:Iteration 5Q (16556.370000 sec): 3 clusters
  Score: Raw -413804.785387 + Penalty 2651.982663 = -411152.802724
  nChanged 72
		SP:Iteration 6Q (16556.560000 sec): 3 clusters
  Score: Raw -413835.288092 + Penalty 2651.982663 = -411183.305429
  nChanged 57
		SP:Iteration 7Q (16556.760000 sec): 3 clusters
  Score: Raw -413858.518590 + Penalty 2651.982663 = -411206.535927
  nChanged 54
		SP:Iteration 8Q (16556.930000 sec): 3 clusters
  Score: Raw -413879.592723 + Penalty 2651.982663 = -411227.610060
  nChanged 41
		SP:Iteration 9Q (16557.130000 sec): 3 clusters
  Score: Raw -413897.236606 + Penalty 2651.982663 = -411245.253943
  nChanged 47
		SP:Iteration 10Q (16557.330000 sec): 3 clusters
  Score: Raw -413917.383918 + Penalty 2651.982663 = -411265.401255
  nChanged 46
		SP:Iteration 11Q (16557.510000 sec): 3 clusters
  Score: Raw -413940.443384 + Penalty 2651.982663 = -411288.460721
  nChanged 47
		SP:Iteration 12Q (16557.720000 sec): 3 clusters
  Score: Raw -413961.568242 + Penalty 2651.982663 = -411309.585579
  nChanged 55
		SP:Iteration 13Q (16557.870000 sec): 3 clusters
  Score: Raw -413986.197229 + Penalty 2651.982663 = -411334.214566
  nChanged 52
		SP:Iteration 14Q (16558.050000 sec): 3 clusters
  Score: Raw -414012.105025 + Penalty 2651.982663 = -411360.122362
  nChanged 43
		SP:Iteration 15Q (16558.260000 sec): 3 clusters
  Score: Raw -414030.171330 + Penalty 2651.982663 = -411378.188667
  nChanged 41
		SP:Iteration 16Q (16558.440000 sec): 3 clusters
  Score: Raw -414047.168148 + Penalty 2651.982663 = -411395.185485
  nChanged 48
		SP:Iteration 17Q (16558.610000 sec): 3 clusters
  Score: Raw -414070.444133 + Penalty 2651.982663 = -411418.461470
  nChanged 39
		SP:Iteration 18Q (16558.780000 sec): 3 clusters
  Score: Raw -414092.221283 + Penalty 2651.982663 = -411440.238620
  nChanged 43
		SP:Iteration 19Q (16559.000000 sec): 3 clusters
  Score: Raw -414113.477791 + Penalty 2651.982663 = -411461.495128
  nChanged 33
		SP:Iteration 20F (16559.150000 sec): 3 clusters
  Score: Raw -414135.877583 + Penalty 2651.982663 = -411483.894920
  nChanged 40
		SP:Iteration 21Q (16559.340000 sec): 3 clusters
  Score: Raw -414160.867083 + Penalty 2651.982663 = -411508.884420
  nChanged 37
		SP:Iteration 22Q (16559.500000 sec): 3 clusters
  Score: Raw -414184.432733 + Penalty 2651.982663 = -411532.450070
  nChanged 48
		SP:Iteration 23Q (16559.720000 sec): 3 clusters
  Score: Raw -414211.225414 + Penalty 2651.982663 = -411559.242751
  nChanged 45
		SP:Iteration 24Q (16559.890000 sec): 3 clusters
  Score: Raw -414241.500368 + Penalty 2651.982663 = -411589.517705
  nChanged 40
		SP:Iteration 25Q (16560.080000 sec): 3 clusters
  Score: Raw -414269.460676 + Penalty 2651.982663 = -411617.478013
  nChanged 51
		SP:Iteration 26Q (16560.270000 sec): 3 clusters
  Score: Raw -414305.372542 + Penalty 2651.982663 = -411653.389879
  nChanged 42
		SP:Iteration 27Q (16560.460000 sec): 3 clusters
  Score: Raw -414338.675332 + Penalty 2651.982663 = -411686.692669
  nChanged 33
		SP:Iteration 28Q (16560.640000 sec): 3 clusters
  Score: Raw -414365.239799 + Penalty 2651.982663 = -411713.257136
  nChanged 37
		SP:Iteration 29Q (16560.840000 sec): 3 clusters
  Score: Raw -414395.327428 + Penalty 2651.982663 = -411743.344765
  nChanged 36
		SP:Iteration 30Q (16561.010000 sec): 3 clusters
  Score: Raw -414422.292100 + Penalty 2651.982663 = -411770.309437
  nChanged 32
		SP:Iteration 31Q (16561.210000 sec): 3 clusters
  Score: Raw -414447.362863 + Penalty 2651.982663 = -411795.380200
  nChanged 27
		SP:Iteration 32Q (16561.390000 sec): 3 clusters
  Score: Raw -414467.316745 + Penalty 2651.982663 = -411815.334082
  nChanged 18
		SP:Iteration 33Q (16561.620000 sec): 3 clusters
  Score: Raw -414479.456882 + Penalty 2651.982663 = -411827.474219
  nChanged 11
		SP:Iteration 34Q (16561.780000 sec): 3 clusters
  Score: Raw -414488.513068 + Penalty 2651.982663 = -411836.530405
  nChanged 10
		SP:Iteration 35Q (16561.990000 sec): 3 clusters
  Score: Raw -414493.190261 + Penalty 2651.982663 = -411841.207598
  nChanged 4
		SP:Iteration 36Q (16562.160000 sec): 3 clusters
  Score: Raw -414496.548124 + Penalty 2651.982663 = -411844.565461
  nChanged 6
		SP:Iteration 37Q (16562.370000 sec): 3 clusters
  Score: Raw -414501.099271 + Penalty 2651.982663 = -411849.116607
  nChanged 5
		SP:Iteration 38Q (16562.550000 sec): 3 clusters
  Score: Raw -414504.322757 + Penalty 2651.982663 = -411852.340094
  nChanged 4
		SP:Iteration 39Q (16562.790000 sec): 3 clusters
  Score: Raw -414506.313854 + Penalty 2651.982663 = -411854.331191
  nChanged 2
		SP:Iteration 40F (16562.950000 sec): 3 clusters
  Score: Raw -414507.301387 + Penalty 2651.982663 = -411855.318724
  nChanged 2
		SP:Iteration 41Q (16563.150000 sec): 3 clusters
  Score: Raw -414509.633388 + Penalty 2651.982663 = -411857.650725
  nChanged 3
		SP:Iteration 42Q (16563.330000 sec): 3 clusters
  Score: Raw -414512.785156 + Penalty 2651.982663 = -411860.802493
  nChanged 3
		SP:Iteration 43Q (16563.550000 sec): 3 clusters
  Score: Raw -414514.559113 + Penalty 2651.982663 = -411862.576450
  nChanged 3
		SP:Iteration 44Q (16563.740000 sec): 3 clusters
  Score: Raw -414515.634672 + Penalty 2651.982663 = -411863.652009
  nChanged 3
		SP:Iteration 45Q (16563.870000 sec): 3 clusters
  Score: Raw -414518.429626 + Penalty 2651.982663 = -411866.446963
  nChanged 0
		SP:Iteration 46F (16564.040000 sec): 3 clusters
  Score: Raw -414518.429626 + Penalty 2651.982663 = -411866.446963
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (14242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16564.200000 sec): 2 clusters
  Score: Raw -1697003.716203 + Penalty 1554.141976 = -1695449.574226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16564.470000 sec): 3 clusters
  Score: Raw -1688744.998363 + Penalty 3108.283953 = -1685636.714410
  nChanged 6252
		SP:Iteration 1F (16564.700000 sec): 3 clusters
  Score: Raw -1692114.295168 + Penalty 3108.283953 = -1689006.011215
  nChanged 748
		SP:Iteration 2F (16564.980000 sec): 3 clusters
  Score: Raw -1692419.179803 + Penalty 3108.283953 = -1689310.895850
  nChanged 676
		SP:Iteration 3Q (16565.170000 sec): 3 clusters
  Score: Raw -1692691.235537 + Penalty 3108.283953 = -1689582.951584
  nChanged 636
		SP:Iteration 4Q (16565.410000 sec): 3 clusters
  Score: Raw -1692958.489817 + Penalty 3108.283953 = -1689850.205864
  nChanged 602
		SP:Iteration 5Q (16565.670000 sec): 3 clusters
  Score: Raw -1693243.545877 + Penalty 3108.283953 = -1690135.261925
  nChanged 688
		SP:Iteration 6Q (16565.890000 sec): 3 clusters
  Score: Raw -1693598.711148 + Penalty 3108.283953 = -1690490.427195
  nChanged 744
		SP:Iteration 7F (16566.130000 sec): 3 clusters
  Score: Raw -1694026.285859 + Penalty 3108.283953 = -1690918.001906
  nChanged 736
		SP:Iteration 8F (16566.360000 sec): 3 clusters
  Score: Raw -1694498.961512 + Penalty 3108.283953 = -1691390.677559
  nChanged 767
		SP:Iteration 9F (16566.610000 sec): 3 clusters
  Score: Raw -1695044.402530 + Penalty 3108.283953 = -1691936.118577
  nChanged 653
		SP:Iteration 10Q (16566.870000 sec): 3 clusters
  Score: Raw -1695569.793453 + Penalty 3108.283953 = -1692461.509500
  nChanged 542
		SP:Iteration 11Q (16567.100000 sec): 3 clusters
  Score: Raw -1696030.001807 + Penalty 3108.283953 = -1692921.717854
  nChanged 385
		SP:Iteration 12Q (16567.360000 sec): 3 clusters
  Score: Raw -1696328.461074 + Penalty 3108.283953 = -1693220.177121
  nChanged 267
		SP:Iteration 13Q (16567.580000 sec): 3 clusters
  Score: Raw -1696529.903530 + Penalty 3108.283953 = -1693421.619577
  nChanged 186
		SP:Iteration 14Q (16567.830000 sec): 3 clusters
  Score: Raw -1696668.001271 + Penalty 3108.283953 = -1693559.717318
  nChanged 134
		SP:Iteration 15Q (16568.060000 sec): 3 clusters
  Score: Raw -1696750.499114 + Penalty 3108.283953 = -1693642.215161
  nChanged 101
		SP:Iteration 16Q (16568.300000 sec): 3 clusters
  Score: Raw -1696803.589971 + Penalty 3108.283953 = -1693695.306018
  nChanged 68
		SP:Iteration 17Q (16568.540000 sec): 3 clusters
  Score: Raw -1696837.606920 + Penalty 3108.283953 = -1693729.322967
  nChanged 65
		SP:Iteration 18Q (16568.780000 sec): 3 clusters
  Score: Raw -1696873.515034 + Penalty 3108.283953 = -1693765.231081
  nChanged 55
		SP:Iteration 19Q (16569.020000 sec): 3 clusters
  Score: Raw -1696904.635734 + Penalty 3108.283953 = -1693796.351781
  nChanged 55
		SP:Iteration 20F (16569.250000 sec): 3 clusters
  Score: Raw -1696934.398911 + Penalty 3108.283953 = -1693826.114958
  nChanged 54
		SP:Iteration 21Q (16569.520000 sec): 3 clusters
  Score: Raw -1696966.526482 + Penalty 3108.283953 = -1693858.242529
  nChanged 45
		SP:Iteration 22Q (16569.770000 sec): 3 clusters
  Score: Raw -1696997.714009 + Penalty 3108.283953 = -1693889.430056
  nChanged 38
		SP:Iteration 23Q (16570.040000 sec): 3 clusters
  Score: Raw -1697023.801747 + Penalty 3108.283953 = -1693915.517794
  nChanged 35
		SP:Iteration 24Q (16570.260000 sec): 3 clusters
  Score: Raw -1697043.350427 + Penalty 3108.283953 = -1693935.066474
  nChanged 30
		SP:Iteration 25Q (16570.520000 sec): 3 clusters
  Score: Raw -1697057.605113 + Penalty 3108.283953 = -1693949.321160
  nChanged 22
		SP:Iteration 26Q (16570.770000 sec): 3 clusters
  Score: Raw -1697071.271683 + Penalty 3108.283953 = -1693962.987730
  nChanged 20
		SP:Iteration 27Q (16571.020000 sec): 3 clusters
  Score: Raw -1697083.255810 + Penalty 3108.283953 = -1693974.971857
  nChanged 14
		SP:Iteration 28Q (16571.260000 sec): 3 clusters
  Score: Raw -1697094.337751 + Penalty 3108.283953 = -1693986.053798
  nChanged 21
		SP:Iteration 29Q (16571.480000 sec): 3 clusters
  Score: Raw -1697110.481539 + Penalty 3108.283953 = -1694002.197586
  nChanged 20
		SP:Iteration 30Q (16571.720000 sec): 3 clusters
  Score: Raw -1697124.251905 + Penalty 3108.283953 = -1694015.967952
  nChanged 18
		SP:Iteration 31Q (16571.970000 sec): 3 clusters
  Score: Raw -1697132.704217 + Penalty 3108.283953 = -1694024.420264
  nChanged 11
		SP:Iteration 32Q (16572.230000 sec): 3 clusters
  Score: Raw -1697138.991926 + Penalty 3108.283953 = -1694030.707973
  nChanged 10
		SP:Iteration 33Q (16572.450000 sec): 3 clusters
  Score: Raw -1697145.050071 + Penalty 3108.283953 = -1694036.766118
  nChanged 9
		SP:Iteration 34Q (16572.690000 sec): 3 clusters
  Score: Raw -1697149.280977 + Penalty 3108.283953 = -1694040.997024
  nChanged 7
		SP:Iteration 35Q (16572.920000 sec): 3 clusters
  Score: Raw -1697153.670280 + Penalty 3108.283953 = -1694045.386327
  nChanged 7
		SP:Iteration 36Q (16573.160000 sec): 3 clusters
  Score: Raw -1697159.152170 + Penalty 3108.283953 = -1694050.868217
  nChanged 10
		SP:Iteration 37Q (16573.380000 sec): 3 clusters
  Score: Raw -1697165.937242 + Penalty 3108.283953 = -1694057.653289
  nChanged 8
		SP:Iteration 38Q (16573.620000 sec): 3 clusters
  Score: Raw -1697170.190123 + Penalty 3108.283953 = -1694061.906170
  nChanged 4
		SP:Iteration 39Q (16573.850000 sec): 3 clusters
  Score: Raw -1697176.052697 + Penalty 3108.283953 = -1694067.768744
  nChanged 6
		SP:Iteration 40F (16574.120000 sec): 3 clusters
  Score: Raw -1697179.672326 + Penalty 3108.283953 = -1694071.388373
  nChanged 5
		SP:Iteration 41Q (16574.380000 sec): 3 clusters
  Score: Raw -1697183.205883 + Penalty 3108.283953 = -1694074.921930
  nChanged 9
		SP:Iteration 42Q (16574.590000 sec): 3 clusters
  Score: Raw -1697189.929060 + Penalty 3108.283953 = -1694081.645107
  nChanged 9
		SP:Iteration 43Q (16574.820000 sec): 3 clusters
  Score: Raw -1697197.497055 + Penalty 3108.283953 = -1694089.213102
  nChanged 9
		SP:Iteration 44Q (16575.090000 sec): 3 clusters
  Score: Raw -1697210.598673 + Penalty 3108.283953 = -1694102.314720
  nChanged 9
		SP:Iteration 45Q (16575.340000 sec): 3 clusters
  Score: Raw -1697217.600437 + Penalty 3108.283953 = -1694109.316484
  nChanged 4
		SP:Iteration 46Q (16575.560000 sec): 3 clusters
  Score: Raw -1697221.767858 + Penalty 3108.283953 = -1694113.483905
  nChanged 6
		SP:Iteration 47Q (16575.820000 sec): 3 clusters
  Score: Raw -1697226.898902 + Penalty 3108.283953 = -1694118.614949
  nChanged 3
		SP:Iteration 48Q (16576.010000 sec): 3 clusters
  Score: Raw -1697228.895878 + Penalty 3108.283953 = -1694120.611925
  nChanged 5
		SP:Iteration 49Q (16576.240000 sec): 3 clusters
  Score: Raw -1697232.476408 + Penalty 3108.283953 = -1694124.192455
  nChanged 5
		SP:Iteration 50Q (16576.480000 sec): 3 clusters
  Score: Raw -1697235.727492 + Penalty 3108.283953 = -1694127.443539
  nChanged 3
		SP:Iteration 51Q (16576.710000 sec): 3 clusters
  Score: Raw -1697237.292446 + Penalty 3108.283953 = -1694129.008493
  nChanged 1
		SP:Iteration 52Q (16576.940000 sec): 3 clusters
  Score: Raw -1697237.912153 + Penalty 3108.283953 = -1694129.628200
  nChanged 1
		SP:Iteration 53Q (16577.140000 sec): 3 clusters
  Score: Raw -1697238.645607 + Penalty 3108.283953 = -1694130.361654
  nChanged 1
		SP:Iteration 54Q (16577.360000 sec): 3 clusters
  Score: Raw -1697239.216970 + Penalty 3108.283953 = -1694130.933017
  nChanged 1
		SP:Iteration 55Q (16577.570000 sec): 3 clusters
  Score: Raw -1697240.386769 + Penalty 3108.283953 = -1694132.102816
  nChanged 1
		SP:Iteration 56Q (16577.770000 sec): 3 clusters
  Score: Raw -1697240.622635 + Penalty 3108.283953 = -1694132.338682
  nChanged 0
		SP:Iteration 57F (16578.020000 sec): 3 clusters
  Score: Raw -1697240.622635 + Penalty 3108.283953 = -1694132.338682
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16578.100000 sec): 2 clusters
  Score: Raw -153682.272366 + Penalty 1172.834558 = -152509.437808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16578.340000 sec): 3 clusters
  Score: Raw -153174.033540 + Penalty 2345.669115 = -150828.364425
  nChanged 443
		SP:Iteration 1F (16578.480000 sec): 3 clusters
  Score: Raw -153557.025152 + Penalty 2345.669115 = -151211.356037
  nChanged 128
		SP:Iteration 2F (16578.650000 sec): 3 clusters
  Score: Raw -153713.508476 + Penalty 2345.669115 = -151367.839361
  nChanged 92
		SP:Iteration 3F (16578.860000 sec): 3 clusters
  Score: Raw -153836.410235 + Penalty 2345.669115 = -151490.741119
  nChanged 71
		SP:Iteration 4F (16579.030000 sec): 3 clusters
  Score: Raw -153954.998638 + Penalty 2345.669115 = -151609.329523
  nChanged 62
		SP:Iteration 5Q (16579.200000 sec): 3 clusters
  Score: Raw -154070.109415 + Penalty 2345.669115 = -151724.440300
  nChanged 62
		SP:Iteration 6Q (16579.360000 sec): 3 clusters
  Score: Raw -154168.383255 + Penalty 2345.669115 = -151822.714139
  nChanged 49
		SP:Iteration 7Q (16579.560000 sec): 3 clusters
  Score: Raw -154240.803575 + Penalty 2345.669115 = -151895.134460
  nChanged 40
		SP:Iteration 8Q (16579.720000 sec): 3 clusters
  Score: Raw -154289.852540 + Penalty 2345.669115 = -151944.183425
  nChanged 30
		SP:Iteration 9Q (16579.920000 sec): 3 clusters
  Score: Raw -154332.564827 + Penalty 2345.669115 = -151986.895712
  nChanged 23
		SP:Iteration 10Q (16580.060000 sec): 3 clusters
  Score: Raw -154356.575833 + Penalty 2345.669115 = -152010.906717
  nChanged 11
		SP:Iteration 11Q (16580.240000 sec): 3 clusters
  Score: Raw -154371.762207 + Penalty 2345.669115 = -152026.093092
  nChanged 17
		SP:Iteration 12Q (16580.430000 sec): 3 clusters
  Score: Raw -154391.035825 + Penalty 2345.669115 = -152045.366710
  nChanged 14
		SP:Iteration 13Q (16580.580000 sec): 3 clusters
  Score: Raw -154407.493200 + Penalty 2345.669115 = -152061.824084
  nChanged 10
		SP:Iteration 14Q (16580.760000 sec): 3 clusters
  Score: Raw -154415.584194 + Penalty 2345.669115 = -152069.915078
  nChanged 5
		SP:Iteration 15Q (16580.940000 sec): 3 clusters
  Score: Raw -154419.234613 + Penalty 2345.669115 = -152073.565498
  nChanged 7
		SP:Iteration 16Q (16581.090000 sec): 3 clusters
  Score: Raw -154425.646055 + Penalty 2345.669115 = -152079.976940
  nChanged 12
		SP:Iteration 17Q (16581.270000 sec): 3 clusters
  Score: Raw -154442.538760 + Penalty 2345.669115 = -152096.869645
  nChanged 13
		SP:Iteration 18Q (16581.480000 sec): 3 clusters
  Score: Raw -154456.785852 + Penalty 2345.669115 = -152111.116737
  nChanged 10
		SP:Iteration 19Q (16581.640000 sec): 3 clusters
  Score: Raw -154462.769460 + Penalty 2345.669115 = -152117.100345
  nChanged 9
		SP:Iteration 20F (16581.820000 sec): 3 clusters
  Score: Raw -154469.137618 + Penalty 2345.669115 = -152123.468503
  nChanged 9
		SP:Iteration 21Q (16582.010000 sec): 3 clusters
  Score: Raw -154476.104743 + Penalty 2345.669115 = -152130.435627
  nChanged 6
		SP:Iteration 22Q (16582.180000 sec): 3 clusters
  Score: Raw -154480.198266 + Penalty 2345.669115 = -152134.529151
  nChanged 3
		SP:Iteration 23Q (16582.410000 sec): 3 clusters
  Score: Raw -154483.555088 + Penalty 2345.669115 = -152137.885973
  nChanged 7
		SP:Iteration 24Q (16582.560000 sec): 3 clusters
  Score: Raw -154489.783323 + Penalty 2345.669115 = -152144.114208
  nChanged 10
		SP:Iteration 25Q (16582.740000 sec): 3 clusters
  Score: Raw -154498.120792 + Penalty 2345.669115 = -152152.451677
  nChanged 9
		SP:Iteration 26Q (16582.940000 sec): 3 clusters
  Score: Raw -154507.783715 + Penalty 2345.669115 = -152162.114600
  nChanged 14
		SP:Iteration 27Q (16583.100000 sec): 3 clusters
  Score: Raw -154521.127884 + Penalty 2345.669115 = -152175.458769
  nChanged 13
		SP:Iteration 28Q (16583.290000 sec): 3 clusters
  Score: Raw -154534.000313 + Penalty 2345.669115 = -152188.331198
  nChanged 9
		SP:Iteration 29Q (16583.530000 sec): 3 clusters
  Score: Raw -154540.513870 + Penalty 2345.669115 = -152194.844755
  nChanged 8
		SP:Iteration 30Q (16583.680000 sec): 3 clusters
  Score: Raw -154549.114383 + Penalty 2345.669115 = -152203.445268
  nChanged 6
		SP:Iteration 31Q (16583.870000 sec): 3 clusters
  Score: Raw -154554.339805 + Penalty 2345.669115 = -152208.670689
  nChanged 2
		SP:Iteration 32Q (16584.020000 sec): 3 clusters
  Score: Raw -154555.657339 + Penalty 2345.669115 = -152209.988224
  nChanged 3
		SP:Iteration 33Q (16584.170000 sec): 3 clusters
  Score: Raw -154559.292611 + Penalty 2345.669115 = -152213.623496
  nChanged 3
		SP:Iteration 34Q (16584.360000 sec): 3 clusters
  Score: Raw -154564.993724 + Penalty 2345.669115 = -152219.324609
  nChanged 6
		SP:Iteration 35Q (16584.530000 sec): 3 clusters
  Score: Raw -154578.692363 + Penalty 2345.669115 = -152233.023247
  nChanged 11
		SP:Iteration 36Q (16584.700000 sec): 3 clusters
  Score: Raw -154595.923639 + Penalty 2345.669115 = -152250.254523
  nChanged 8
		SP:Iteration 37Q (16584.850000 sec): 3 clusters
  Score: Raw -154601.760420 + Penalty 2345.669115 = -152256.091304
  nChanged 4
		SP:Iteration 38Q (16585.040000 sec): 3 clusters
  Score: Raw -154604.891725 + Penalty 2345.669115 = -152259.222609
  nChanged 1
		SP:Iteration 39Q (16585.230000 sec): 3 clusters
  Score: Raw -154605.608514 + Penalty 2345.669115 = -152259.939399
  nChanged 2
		SP:Iteration 40F (16585.440000 sec): 3 clusters
  Score: Raw -154607.714995 + Penalty 2345.669115 = -152262.045880
  nChanged 1
		SP:Iteration 41Q (16585.630000 sec): 3 clusters
  Score: Raw -154608.600366 + Penalty 2345.669115 = -152262.931251
  nChanged 1
		SP:Iteration 42Q (16585.780000 sec): 3 clusters
  Score: Raw -154609.075143 + Penalty 2345.669115 = -152263.406028
  nChanged 0
		SP:Iteration 43F (16585.970000 sec): 3 clusters
  Score: Raw -154609.075143 + Penalty 2345.669115 = -152263.406028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16586.070000 sec): 2 clusters
  Score: Raw -453382.570683 + Penalty 1342.035743 = -452040.534940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16586.250000 sec): 3 clusters
  Score: Raw -451478.183290 + Penalty 2684.071486 = -448794.111804
  nChanged 1483
		SP:Iteration 1F (16586.480000 sec): 3 clusters
  Score: Raw -452370.734879 + Penalty 2684.071486 = -449686.663393
  nChanged 290
		SP:Iteration 2F (16586.660000 sec): 3 clusters
  Score: Raw -452541.550435 + Penalty 2684.071486 = -449857.478949
  nChanged 199
		SP:Iteration 3F (16586.870000 sec): 3 clusters
  Score: Raw -452645.133242 + Penalty 2684.071486 = -449961.061756
  nChanged 133
		SP:Iteration 4Q (16587.040000 sec): 3 clusters
  Score: Raw -452710.917114 + Penalty 2684.071486 = -450026.845628
  nChanged 105
		SP:Iteration 5Q (16587.230000 sec): 3 clusters
  Score: Raw -452763.555090 + Penalty 2684.071486 = -450079.483604
  nChanged 95
		SP:Iteration 6Q (16587.450000 sec): 3 clusters
  Score: Raw -452817.917921 + Penalty 2684.071486 = -450133.846435
  nChanged 117
		SP:Iteration 7Q (16587.660000 sec): 3 clusters
  Score: Raw -452879.409815 + Penalty 2684.071486 = -450195.338329
  nChanged 107
		SP:Iteration 8Q (16587.840000 sec): 3 clusters
  Score: Raw -452926.472751 + Penalty 2684.071486 = -450242.401264
  nChanged 93
		SP:Iteration 9Q (16588.020000 sec): 3 clusters
  Score: Raw -452979.632459 + Penalty 2684.071486 = -450295.560973
  nChanged 96
		SP:Iteration 10Q (16588.190000 sec): 3 clusters
  Score: Raw -453039.311531 + Penalty 2684.071486 = -450355.240045
  nChanged 107
		SP:Iteration 11Q (16588.380000 sec): 3 clusters
  Score: Raw -453116.878242 + Penalty 2684.071486 = -450432.806756
  nChanged 116
		SP:Iteration 12Q (16588.570000 sec): 3 clusters
  Score: Raw -453201.672606 + Penalty 2684.071486 = -450517.601120
  nChanged 119
		SP:Iteration 13Q (16588.770000 sec): 3 clusters
  Score: Raw -453305.754621 + Penalty 2684.071486 = -450621.683135
  nChanged 124
		SP:Iteration 14Q (16588.960000 sec): 3 clusters
  Score: Raw -453434.100530 + Penalty 2684.071486 = -450750.029044
  nChanged 136
		SP:Iteration 15Q (16589.140000 sec): 3 clusters
  Score: Raw -453560.356864 + Penalty 2684.071486 = -450876.285377
  nChanged 128
		SP:Iteration 16Q (16589.340000 sec): 3 clusters
  Score: Raw -453681.291644 + Penalty 2684.071486 = -450997.220158
  nChanged 115
		SP:Iteration 17Q (16589.520000 sec): 3 clusters
  Score: Raw -453782.163508 + Penalty 2684.071486 = -451098.092022
  nChanged 99
		SP:Iteration 18Q (16589.710000 sec): 3 clusters
  Score: Raw -453882.099991 + Penalty 2684.071486 = -451198.028505
  nChanged 103
		SP:Iteration 19Q (16589.930000 sec): 3 clusters
  Score: Raw -453974.707438 + Penalty 2684.071486 = -451290.635952
  nChanged 95
		SP:Iteration 20F (16590.120000 sec): 3 clusters
  Score: Raw -454048.996332 + Penalty 2684.071486 = -451364.924846
  nChanged 88
		SP:Iteration 21Q (16590.300000 sec): 3 clusters
  Score: Raw -454118.736522 + Penalty 2684.071486 = -451434.665036
  nChanged 69
		SP:Iteration 22Q (16590.500000 sec): 3 clusters
  Score: Raw -454174.824666 + Penalty 2684.071486 = -451490.753180
  nChanged 50
		SP:Iteration 23Q (16590.680000 sec): 3 clusters
  Score: Raw -454207.163328 + Penalty 2684.071486 = -451523.091842
  nChanged 36
		SP:Iteration 24Q (16590.890000 sec): 3 clusters
  Score: Raw -454232.944806 + Penalty 2684.071486 = -451548.873320
  nChanged 30
		SP:Iteration 25Q (16591.080000 sec): 3 clusters
  Score: Raw -454248.401755 + Penalty 2684.071486 = -451564.330269
  nChanged 17
		SP:Iteration 26Q (16591.240000 sec): 3 clusters
  Score: Raw -454256.719254 + Penalty 2684.071486 = -451572.647768
  nChanged 14
		SP:Iteration 27Q (16591.420000 sec): 3 clusters
  Score: Raw -454262.079243 + Penalty 2684.071486 = -451578.007756
  nChanged 7
		SP:Iteration 28Q (16591.610000 sec): 3 clusters
  Score: Raw -454265.214902 + Penalty 2684.071486 = -451581.143415
  nChanged 7
		SP:Iteration 29Q (16591.800000 sec): 3 clusters
  Score: Raw -454268.360331 + Penalty 2684.071486 = -451584.288845
  nChanged 1
		SP:Iteration 30Q (16592.000000 sec): 3 clusters
  Score: Raw -454268.626663 + Penalty 2684.071486 = -451584.555177
  nChanged 1
		SP:Iteration 31Q (16592.200000 sec): 3 clusters
  Score: Raw -454268.933282 + Penalty 2684.071486 = -451584.861796
  nChanged 2
		SP:Iteration 32Q (16592.360000 sec): 3 clusters
  Score: Raw -454269.796797 + Penalty 2684.071486 = -451585.725310
  nChanged 2
		SP:Iteration 33Q (16592.580000 sec): 3 clusters
  Score: Raw -454270.499182 + Penalty 2684.071486 = -451586.427696
  nChanged 2
		SP:Iteration 34Q (16592.800000 sec): 3 clusters
  Score: Raw -454271.157979 + Penalty 2684.071486 = -451587.086492
  nChanged 3
		SP:Iteration 35Q (16592.960000 sec): 3 clusters
  Score: Raw -454272.099108 + Penalty 2684.071486 = -451588.027622
  nChanged 3
		SP:Iteration 36Q (16593.200000 sec): 3 clusters
  Score: Raw -454272.949501 + Penalty 2684.071486 = -451588.878015
  nChanged 0
		SP:Iteration 37F (16593.410000 sec): 3 clusters
  Score: Raw -454272.949501 + Penalty 2684.071486 = -451588.878015
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (4684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16593.520000 sec): 2 clusters
  Score: Raw -556160.189415 + Penalty 1373.435005 = -554786.754410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16593.730000 sec): 3 clusters
  Score: Raw -553785.395499 + Penalty 2746.870011 = -551038.525488
  nChanged 1905
		SP:Iteration 1F (16593.930000 sec): 3 clusters
  Score: Raw -555078.231954 + Penalty 2746.870011 = -552331.361943
  nChanged 413
		SP:Iteration 2F (16594.140000 sec): 3 clusters
  Score: Raw -555400.740469 + Penalty 2746.870011 = -552653.870459
  nChanged 339
		SP:Iteration 3F (16594.320000 sec): 3 clusters
  Score: Raw -555674.100722 + Penalty 2746.870011 = -552927.230711
  nChanged 278
		SP:Iteration 4F (16594.540000 sec): 3 clusters
  Score: Raw -555875.484957 + Penalty 2746.870011 = -553128.614947
  nChanged 220
		SP:Iteration 5Q (16594.730000 sec): 3 clusters
  Score: Raw -556020.415693 + Penalty 2746.870011 = -553273.545683
  nChanged 180
		SP:Iteration 6Q (16594.910000 sec): 3 clusters
  Score: Raw -556137.404135 + Penalty 2746.870011 = -553390.534124
  nChanged 153
		SP:Iteration 7Q (16595.150000 sec): 3 clusters
  Score: Raw -556234.117738 + Penalty 2746.870011 = -553487.247728
  nChanged 124
		SP:Iteration 8Q (16595.350000 sec): 3 clusters
  Score: Raw -556318.467030 + Penalty 2746.870011 = -553571.597019
  nChanged 114
		SP:Iteration 9Q (16595.520000 sec): 3 clusters
  Score: Raw -556394.014351 + Penalty 2746.870011 = -553647.144340
  nChanged 100
		SP:Iteration 10Q (16595.730000 sec): 3 clusters
  Score: Raw -556455.295926 + Penalty 2746.870011 = -553708.425916
  nChanged 83
		SP:Iteration 11Q (16595.930000 sec): 3 clusters
  Score: Raw -556499.216098 + Penalty 2746.870011 = -553752.346088
  nChanged 71
		SP:Iteration 12Q (16596.110000 sec): 3 clusters
  Score: Raw -556537.403598 + Penalty 2746.870011 = -553790.533587
  nChanged 67
		SP:Iteration 13Q (16596.250000 sec): 3 clusters
  Score: Raw -556574.171462 + Penalty 2746.870011 = -553827.301452
  nChanged 72
		SP:Iteration 14Q (16596.430000 sec): 3 clusters
  Score: Raw -556617.338096 + Penalty 2746.870011 = -553870.468085
  nChanged 79
		SP:Iteration 15Q (16596.620000 sec): 3 clusters
  Score: Raw -556666.462505 + Penalty 2746.870011 = -553919.592494
  nChanged 85
		SP:Iteration 16Q (16596.810000 sec): 3 clusters
  Score: Raw -556731.185312 + Penalty 2746.870011 = -553984.315302
  nChanged 99
		SP:Iteration 17Q (16596.990000 sec): 3 clusters
  Score: Raw -556833.225370 + Penalty 2746.870011 = -554086.355359
  nChanged 113
		SP:Iteration 18Q (16597.150000 sec): 3 clusters
  Score: Raw -556972.592126 + Penalty 2746.870011 = -554225.722115
  nChanged 115
		SP:Iteration 19Q (16597.330000 sec): 3 clusters
  Score: Raw -557100.936172 + Penalty 2746.870011 = -554354.066162
  nChanged 96
		SP:Iteration 20F (16597.530000 sec): 3 clusters
  Score: Raw -557227.157557 + Penalty 2746.870011 = -554480.287546
  nChanged 106
		SP:Iteration 21Q (16597.730000 sec): 3 clusters
  Score: Raw -557351.487487 + Penalty 2746.870011 = -554604.617476
  nChanged 68
		SP:Iteration 22Q (16597.920000 sec): 3 clusters
  Score: Raw -557402.991437 + Penalty 2746.870011 = -554656.121427
  nChanged 33
		SP:Iteration 23Q (16598.130000 sec): 3 clusters
  Score: Raw -557419.204156 + Penalty 2746.870011 = -554672.334145
  nChanged 18
		SP:Iteration 24Q (16598.300000 sec): 3 clusters
  Score: Raw -557424.987451 + Penalty 2746.870011 = -554678.117440
  nChanged 12
		SP:Iteration 25Q (16598.480000 sec): 3 clusters
  Score: Raw -557428.933862 + Penalty 2746.870011 = -554682.063851
  nChanged 7
		SP:Iteration 26Q (16598.670000 sec): 3 clusters
  Score: Raw -557430.380973 + Penalty 2746.870011 = -554683.510963
  nChanged 3
		SP:Iteration 27Q (16598.860000 sec): 3 clusters
  Score: Raw -557430.826486 + Penalty 2746.870011 = -554683.956475
  nChanged 2
		SP:Iteration 28Q (16599.050000 sec): 3 clusters
  Score: Raw -557431.031032 + Penalty 2746.870011 = -554684.161021
  nChanged 0
		SP:Iteration 29F (16599.210000 sec): 3 clusters
  Score: Raw -557431.031032 + Penalty 2746.870011 = -554684.161021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16599.350000 sec): 2 clusters
  Score: Raw -477140.607994 + Penalty 1363.012242 = -475777.595751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16599.520000 sec): 3 clusters
  Score: Raw -474983.751830 + Penalty 2726.024484 = -472257.727346
  nChanged 1699
		SP:Iteration 1F (16599.720000 sec): 3 clusters
  Score: Raw -476015.661221 + Penalty 2726.024484 = -473289.636737
  nChanged 409
		SP:Iteration 2F (16599.880000 sec): 3 clusters
  Score: Raw -476307.355925 + Penalty 2726.024484 = -473581.331440
  nChanged 311
		SP:Iteration 3F (16600.110000 sec): 3 clusters
  Score: Raw -476534.196233 + Penalty 2726.024484 = -473808.171748
  nChanged 264
		SP:Iteration 4F (16600.290000 sec): 3 clusters
  Score: Raw -476719.899261 + Penalty 2726.024484 = -473993.874777
  nChanged 231
		SP:Iteration 5F (16600.520000 sec): 3 clusters
  Score: Raw -476894.696468 + Penalty 2726.024484 = -474168.671984
  nChanged 203
		SP:Iteration 6Q (16600.690000 sec): 3 clusters
  Score: Raw -477044.654132 + Penalty 2726.024484 = -474318.629648
  nChanged 194
		SP:Iteration 7Q (16600.870000 sec): 3 clusters
  Score: Raw -477188.370307 + Penalty 2726.024484 = -474462.345822
  nChanged 175
		SP:Iteration 8Q (16601.040000 sec): 3 clusters
  Score: Raw -477304.649800 + Penalty 2726.024484 = -474578.625316
  nChanged 137
		SP:Iteration 9Q (16601.260000 sec): 3 clusters
  Score: Raw -477395.232610 + Penalty 2726.024484 = -474669.208126
  nChanged 106
		SP:Iteration 10Q (16601.460000 sec): 3 clusters
  Score: Raw -477461.451758 + Penalty 2726.024484 = -474735.427273
  nChanged 88
		SP:Iteration 11Q (16601.660000 sec): 3 clusters
  Score: Raw -477510.945308 + Penalty 2726.024484 = -474784.920824
  nChanged 79
		SP:Iteration 12Q (16601.840000 sec): 3 clusters
  Score: Raw -477550.424139 + Penalty 2726.024484 = -474824.399655
  nChanged 54
		SP:Iteration 13Q (16602.010000 sec): 3 clusters
  Score: Raw -477572.941358 + Penalty 2726.024484 = -474846.916874
  nChanged 36
		SP:Iteration 14Q (16602.240000 sec): 3 clusters
  Score: Raw -477585.528234 + Penalty 2726.024484 = -474859.503749
  nChanged 17
		SP:Iteration 15Q (16602.440000 sec): 3 clusters
  Score: Raw -477591.095355 + Penalty 2726.024484 = -474865.070871
  nChanged 21
		SP:Iteration 16Q (16602.590000 sec): 3 clusters
  Score: Raw -477596.869263 + Penalty 2726.024484 = -474870.844779
  nChanged 10
		SP:Iteration 17Q (16602.810000 sec): 3 clusters
  Score: Raw -477599.696381 + Penalty 2726.024484 = -474873.671897
  nChanged 8
		SP:Iteration 18Q (16602.960000 sec): 3 clusters
  Score: Raw -477601.173730 + Penalty 2726.024484 = -474875.149246
  nChanged 7
		SP:Iteration 19Q (16603.180000 sec): 3 clusters
  Score: Raw -477603.247889 + Penalty 2726.024484 = -474877.223405
  nChanged 10
		SP:Iteration 20F (16603.330000 sec): 3 clusters
  Score: Raw -477605.742721 + Penalty 2726.024484 = -474879.718237
  nChanged 6
		SP:Iteration 21Q (16603.510000 sec): 3 clusters
  Score: Raw -477607.174847 + Penalty 2726.024484 = -474881.150363
  nChanged 6
		SP:Iteration 22Q (16603.690000 sec): 3 clusters
  Score: Raw -477608.757954 + Penalty 2726.024484 = -474882.733469
  nChanged 5
		SP:Iteration 23Q (16603.900000 sec): 3 clusters
  Score: Raw -477609.529313 + Penalty 2726.024484 = -474883.504829
  nChanged 3
		SP:Iteration 24Q (16604.070000 sec): 3 clusters
  Score: Raw -477610.445605 + Penalty 2726.024484 = -474884.421120
  nChanged 2
		SP:Iteration 25Q (16604.300000 sec): 3 clusters
  Score: Raw -477610.878223 + Penalty 2726.024484 = -474884.853739
  nChanged 1
		SP:Iteration 26Q (16604.460000 sec): 3 clusters
  Score: Raw -477611.038860 + Penalty 2726.024484 = -474885.014375
  nChanged 2
		SP:Iteration 27Q (16604.660000 sec): 3 clusters
  Score: Raw -477611.527194 + Penalty 2726.024484 = -474885.502710
  nChanged 5
		SP:Iteration 28Q (16604.870000 sec): 3 clusters
  Score: Raw -477612.980893 + Penalty 2726.024484 = -474886.956409
  nChanged 3
		SP:Iteration 29Q (16605.060000 sec): 3 clusters
  Score: Raw -477613.627767 + Penalty 2726.024484 = -474887.603283
  nChanged 1
		SP:Iteration 30Q (16605.280000 sec): 3 clusters
  Score: Raw -477613.904735 + Penalty 2726.024484 = -474887.880251
  nChanged 3
		SP:Iteration 31Q (16605.520000 sec): 3 clusters
  Score: Raw -477614.523256 + Penalty 2726.024484 = -474888.498772
  nChanged 1
		SP:Iteration 32Q (16605.680000 sec): 3 clusters
  Score: Raw -477614.731841 + Penalty 2726.024484 = -474888.707357
  nChanged 1
		SP:Iteration 33Q (16605.900000 sec): 3 clusters
  Score: Raw -477615.019375 + Penalty 2726.024484 = -474888.994890
  nChanged 2
		SP:Iteration 34Q (16606.110000 sec): 3 clusters
  Score: Raw -477615.647663 + Penalty 2726.024484 = -474889.623179
  nChanged 2
		SP:Iteration 35Q (16606.280000 sec): 3 clusters
  Score: Raw -477616.460215 + Penalty 2726.024484 = -474890.435730
  nChanged 4
		SP:Iteration 36Q (16606.470000 sec): 3 clusters
  Score: Raw -477617.669620 + Penalty 2726.024484 = -474891.645136
  nChanged 4
		SP:Iteration 37Q (16606.660000 sec): 3 clusters
  Score: Raw -477618.853710 + Penalty 2726.024484 = -474892.829225
  nChanged 2
		SP:Iteration 38Q (16606.850000 sec): 3 clusters
  Score: Raw -477619.292802 + Penalty 2726.024484 = -474893.268318
  nChanged 3
		SP:Iteration 39Q (16607.010000 sec): 3 clusters
  Score: Raw -477619.878237 + Penalty 2726.024484 = -474893.853753
  nChanged 4
		SP:Iteration 40F (16607.190000 sec): 3 clusters
  Score: Raw -477621.058451 + Penalty 2726.024484 = -474895.033967
  nChanged 2
		SP:Iteration 41Q (16607.420000 sec): 3 clusters
  Score: Raw -477621.406799 + Penalty 2726.024484 = -474895.382314
  nChanged 2
		SP:Iteration 42Q (16607.640000 sec): 3 clusters
  Score: Raw -477621.723130 + Penalty 2726.024484 = -474895.698645
  nChanged 2
		SP:Iteration 43Q (16607.860000 sec): 3 clusters
  Score: Raw -477622.319228 + Penalty 2726.024484 = -474896.294744
  nChanged 2
		SP:Iteration 44Q (16608.000000 sec): 3 clusters
  Score: Raw -477622.895299 + Penalty 2726.024484 = -474896.870815
  nChanged 1
		SP:Iteration 45Q (16608.230000 sec): 3 clusters
  Score: Raw -477623.202102 + Penalty 2726.024484 = -474897.177617
  nChanged 0
		SP:Iteration 46F (16608.370000 sec): 3 clusters
  Score: Raw -477623.202102 + Penalty 2726.024484 = -474897.177617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16608.480000 sec): 2 clusters
  Score: Raw -613449.852339 + Penalty 1390.323482 = -612059.528856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16608.740000 sec): 3 clusters
  Score: Raw -610748.860715 + Penalty 2780.646965 = -607968.213750
  nChanged 2101
		SP:Iteration 1F (16608.970000 sec): 3 clusters
  Score: Raw -611973.527992 + Penalty 2780.646965 = -609192.881027
  nChanged 431
		SP:Iteration 2F (16609.130000 sec): 3 clusters
  Score: Raw -612262.842427 + Penalty 2780.646965 = -609482.195462
  nChanged 341
		SP:Iteration 3F (16609.340000 sec): 3 clusters
  Score: Raw -612521.014300 + Penalty 2780.646965 = -609740.367335
  nChanged 328
		SP:Iteration 4F (16609.560000 sec): 3 clusters
  Score: Raw -612762.204975 + Penalty 2780.646965 = -609981.558010
  nChanged 285
		SP:Iteration 5F (16609.750000 sec): 3 clusters
  Score: Raw -612969.771406 + Penalty 2780.646965 = -610189.124441
  nChanged 238
		SP:Iteration 6Q (16609.920000 sec): 3 clusters
  Score: Raw -613122.308130 + Penalty 2780.646965 = -610341.661165
  nChanged 216
		SP:Iteration 7Q (16610.160000 sec): 3 clusters
  Score: Raw -613270.627065 + Penalty 2780.646965 = -610489.980100
  nChanged 191
		SP:Iteration 8Q (16610.340000 sec): 3 clusters
  Score: Raw -613379.868133 + Penalty 2780.646965 = -610599.221168
  nChanged 136
		SP:Iteration 9Q (16610.560000 sec): 3 clusters
  Score: Raw -613442.300685 + Penalty 2780.646965 = -610661.653720
  nChanged 81
		SP:Iteration 10Q (16610.740000 sec): 3 clusters
  Score: Raw -613472.237423 + Penalty 2780.646965 = -610691.590459
  nChanged 47
		SP:Iteration 11Q (16610.970000 sec): 3 clusters
  Score: Raw -613492.639507 + Penalty 2780.646965 = -610711.992542
  nChanged 40
		SP:Iteration 12Q (16611.150000 sec): 3 clusters
  Score: Raw -613505.867421 + Penalty 2780.646965 = -610725.220456
  nChanged 26
		SP:Iteration 13Q (16611.330000 sec): 3 clusters
  Score: Raw -613514.965170 + Penalty 2780.646965 = -610734.318205
  nChanged 25
		SP:Iteration 14Q (16611.520000 sec): 3 clusters
  Score: Raw -613522.658351 + Penalty 2780.646965 = -610742.011386
  nChanged 20
		SP:Iteration 15Q (16611.700000 sec): 3 clusters
  Score: Raw -613529.909837 + Penalty 2780.646965 = -610749.262872
  nChanged 11
		SP:Iteration 16Q (16611.870000 sec): 3 clusters
  Score: Raw -613532.644872 + Penalty 2780.646965 = -610751.997908
  nChanged 13
		SP:Iteration 17Q (16612.060000 sec): 3 clusters
  Score: Raw -613536.601288 + Penalty 2780.646965 = -610755.954323
  nChanged 13
		SP:Iteration 18Q (16612.280000 sec): 3 clusters
  Score: Raw -613540.022872 + Penalty 2780.646965 = -610759.375907
  nChanged 11
		SP:Iteration 19Q (16612.470000 sec): 3 clusters
  Score: Raw -613542.695096 + Penalty 2780.646965 = -610762.048131
  nChanged 9
		SP:Iteration 20F (16612.650000 sec): 3 clusters
  Score: Raw -613545.057691 + Penalty 2780.646965 = -610764.410726
  nChanged 10
		SP:Iteration 21Q (16612.870000 sec): 3 clusters
  Score: Raw -613548.357596 + Penalty 2780.646965 = -610767.710631
  nChanged 11
		SP:Iteration 22Q (16613.080000 sec): 3 clusters
  Score: Raw -613551.482802 + Penalty 2780.646965 = -610770.835837
  nChanged 16
		SP:Iteration 23Q (16613.280000 sec): 3 clusters
  Score: Raw -613555.186131 + Penalty 2780.646965 = -610774.539167
  nChanged 14
		SP:Iteration 24Q (16613.460000 sec): 3 clusters
  Score: Raw -613558.088080 + Penalty 2780.646965 = -610777.441115
  nChanged 9
		SP:Iteration 25Q (16613.670000 sec): 3 clusters
  Score: Raw -613560.455216 + Penalty 2780.646965 = -610779.808251
  nChanged 11
		SP:Iteration 26Q (16613.880000 sec): 3 clusters
  Score: Raw -613563.126748 + Penalty 2780.646965 = -610782.479783
  nChanged 9
		SP:Iteration 27Q (16614.060000 sec): 3 clusters
  Score: Raw -613565.097991 + Penalty 2780.646965 = -610784.451026
  nChanged 6
		SP:Iteration 28Q (16614.300000 sec): 3 clusters
  Score: Raw -613566.463314 + Penalty 2780.646965 = -610785.816349
  nChanged 3
		SP:Iteration 29Q (16614.480000 sec): 3 clusters
  Score: Raw -613567.231423 + Penalty 2780.646965 = -610786.584458
  nChanged 3
		SP:Iteration 30Q (16614.670000 sec): 3 clusters
  Score: Raw -613567.766100 + Penalty 2780.646965 = -610787.119135
  nChanged 4
		SP:Iteration 31Q (16614.860000 sec): 3 clusters
  Score: Raw -613568.600905 + Penalty 2780.646965 = -610787.953940
  nChanged 4
		SP:Iteration 32Q (16615.070000 sec): 3 clusters
  Score: Raw -613569.435437 + Penalty 2780.646965 = -610788.788472
  nChanged 7
		SP:Iteration 33Q (16615.250000 sec): 3 clusters
  Score: Raw -613570.904580 + Penalty 2780.646965 = -610790.257615
  nChanged 5
		SP:Iteration 34Q (16615.450000 sec): 3 clusters
  Score: Raw -613571.828424 + Penalty 2780.646965 = -610791.181459
  nChanged 3
		SP:Iteration 35Q (16615.640000 sec): 3 clusters
  Score: Raw -613572.194554 + Penalty 2780.646965 = -610791.547589
  nChanged 2
		SP:Iteration 36Q (16615.830000 sec): 3 clusters
  Score: Raw -613572.667900 + Penalty 2780.646965 = -610792.020935
  nChanged 2
		SP:Iteration 37Q (16616.060000 sec): 3 clusters
  Score: Raw -613573.079375 + Penalty 2780.646965 = -610792.432410
  nChanged 3
		SP:Iteration 38Q (16616.220000 sec): 3 clusters
  Score: Raw -613573.907279 + Penalty 2780.646965 = -610793.260315
  nChanged 4
		SP:Iteration 39Q (16616.450000 sec): 3 clusters
  Score: Raw -613575.065866 + Penalty 2780.646965 = -610794.418901
  nChanged 6
		SP:Iteration 40F (16616.600000 sec): 3 clusters
  Score: Raw -613577.030315 + Penalty 2780.646965 = -610796.383350
  nChanged 8
		SP:Iteration 41Q (16616.810000 sec): 3 clusters
  Score: Raw -613579.746228 + Penalty 2780.646965 = -610799.099264
  nChanged 8
		SP:Iteration 42Q (16616.980000 sec): 3 clusters
  Score: Raw -613581.633418 + Penalty 2780.646965 = -610800.986453
  nChanged 8
		SP:Iteration 43Q (16617.210000 sec): 3 clusters
  Score: Raw -613583.513091 + Penalty 2780.646965 = -610802.866126
  nChanged 7
		SP:Iteration 44Q (16617.380000 sec): 3 clusters
  Score: Raw -613585.079574 + Penalty 2780.646965 = -610804.432609
  nChanged 11
		SP:Iteration 45Q (16617.550000 sec): 3 clusters
  Score: Raw -613587.916020 + Penalty 2780.646965 = -610807.269055
  nChanged 7
		SP:Iteration 46Q (16617.750000 sec): 3 clusters
  Score: Raw -613589.644429 + Penalty 2780.646965 = -610808.997464
  nChanged 6
		SP:Iteration 47Q (16617.950000 sec): 3 clusters
  Score: Raw -613590.991830 + Penalty 2780.646965 = -610810.344865
  nChanged 1
		SP:Iteration 48Q (16618.170000 sec): 3 clusters
  Score: Raw -613591.130771 + Penalty 2780.646965 = -610810.483806
  nChanged 0
		SP:Iteration 49F (16618.390000 sec): 3 clusters
  Score: Raw -613591.130771 + Penalty 2780.646965 = -610810.483806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16618.450000 sec): 2 clusters
  Score: Raw -130699.439694 + Penalty 1139.322273 = -129560.117421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16618.610000 sec): 3 clusters
  Score: Raw -130329.674385 + Penalty 2278.644546 = -128051.029839
  nChanged 355
		SP:Iteration 1F (16618.780000 sec): 3 clusters
  Score: Raw -130607.931923 + Penalty 2278.644546 = -128329.287377
  nChanged 76
		SP:Iteration 2F (16618.950000 sec): 3 clusters
  Score: Raw -130688.348315 + Penalty 2278.644546 = -128409.703769
  nChanged 48
		SP:Iteration 3Q (16619.130000 sec): 3 clusters
  Score: Raw -130730.210139 + Penalty 2278.644546 = -128451.565593
  nChanged 29
		SP:Iteration 4Q (16619.300000 sec): 3 clusters
  Score: Raw -130759.184704 + Penalty 2278.644546 = -128480.540158
  nChanged 25
		SP:Iteration 5Q (16619.480000 sec): 3 clusters
  Score: Raw -130785.281162 + Penalty 2278.644546 = -128506.636616
  nChanged 20
		SP:Iteration 6Q (16619.700000 sec): 3 clusters
  Score: Raw -130801.538423 + Penalty 2278.644546 = -128522.893877
  nChanged 10
		SP:Iteration 7Q (16619.840000 sec): 3 clusters
  Score: Raw -130813.815412 + Penalty 2278.644546 = -128535.170866
  nChanged 17
		SP:Iteration 8Q (16620.020000 sec): 3 clusters
  Score: Raw -130831.066976 + Penalty 2278.644546 = -128552.422430
  nChanged 17
		SP:Iteration 9Q (16620.180000 sec): 3 clusters
  Score: Raw -130849.170815 + Penalty 2278.644546 = -128570.526269
  nChanged 17
		SP:Iteration 10Q (16620.350000 sec): 3 clusters
  Score: Raw -130864.082088 + Penalty 2278.644546 = -128585.437542
  nChanged 12
		SP:Iteration 11Q (16620.540000 sec): 3 clusters
  Score: Raw -130874.626454 + Penalty 2278.644546 = -128595.981908
  nChanged 9
		SP:Iteration 12Q (16620.750000 sec): 3 clusters
  Score: Raw -130882.247755 + Penalty 2278.644546 = -128603.603210
  nChanged 10
		SP:Iteration 13Q (16620.880000 sec): 3 clusters
  Score: Raw -130892.282050 + Penalty 2278.644546 = -128613.637505
  nChanged 9
		SP:Iteration 14Q (16621.040000 sec): 3 clusters
  Score: Raw -130904.219478 + Penalty 2278.644546 = -128625.574932
  nChanged 10
		SP:Iteration 15Q (16621.220000 sec): 3 clusters
  Score: Raw -130910.619533 + Penalty 2278.644546 = -128631.974988
  nChanged 7
		SP:Iteration 16Q (16621.410000 sec): 3 clusters
  Score: Raw -130921.760934 + Penalty 2278.644546 = -128643.116388
  nChanged 9
		SP:Iteration 17Q (16621.580000 sec): 3 clusters
  Score: Raw -130934.030794 + Penalty 2278.644546 = -128655.386248
  nChanged 11
		SP:Iteration 18Q (16621.780000 sec): 3 clusters
  Score: Raw -130947.486621 + Penalty 2278.644546 = -128668.842075
  nChanged 13
		SP:Iteration 19Q (16621.910000 sec): 3 clusters
  Score: Raw -130958.226259 + Penalty 2278.644546 = -128679.581713
  nChanged 5
		SP:Iteration 20F (16622.100000 sec): 3 clusters
  Score: Raw -130962.180697 + Penalty 2278.644546 = -128683.536151
  nChanged 4
		SP:Iteration 21Q (16622.270000 sec): 3 clusters
  Score: Raw -130966.694497 + Penalty 2278.644546 = -128688.049951
  nChanged 5
		SP:Iteration 22Q (16622.430000 sec): 3 clusters
  Score: Raw -130969.183049 + Penalty 2278.644546 = -128690.538503
  nChanged 2
		SP:Iteration 23Q (16622.600000 sec): 3 clusters
  Score: Raw -130969.841459 + Penalty 2278.644546 = -128691.196914
  nChanged 1
		SP:Iteration 24Q (16622.740000 sec): 3 clusters
  Score: Raw -130971.546837 + Penalty 2278.644546 = -128692.902291
  nChanged 4
		SP:Iteration 25Q (16622.920000 sec): 3 clusters
  Score: Raw -130974.593316 + Penalty 2278.644546 = -128695.948771
  nChanged 2
		SP:Iteration 26Q (16623.150000 sec): 3 clusters
  Score: Raw -130977.384843 + Penalty 2278.644546 = -128698.740297
  nChanged 2
		SP:Iteration 27Q (16623.320000 sec): 3 clusters
  Score: Raw -130980.562253 + Penalty 2278.644546 = -128701.917708
  nChanged 9
		SP:Iteration 28Q (16623.490000 sec): 3 clusters
  Score: Raw -130992.284766 + Penalty 2278.644546 = -128713.640220
  nChanged 16
		SP:Iteration 29Q (16623.630000 sec): 3 clusters
  Score: Raw -131009.535971 + Penalty 2278.644546 = -128730.891425
  nChanged 12
		SP:Iteration 30Q (16623.820000 sec): 3 clusters
  Score: Raw -131022.951997 + Penalty 2278.644546 = -128744.307451
  nChanged 8
		SP:Iteration 31Q (16623.970000 sec): 3 clusters
  Score: Raw -131032.857516 + Penalty 2278.644546 = -128754.212970
  nChanged 12
		SP:Iteration 32Q (16624.160000 sec): 3 clusters
  Score: Raw -131049.363006 + Penalty 2278.644546 = -128770.718460
  nChanged 15
		SP:Iteration 33Q (16624.370000 sec): 3 clusters
  Score: Raw -131073.924011 + Penalty 2278.644546 = -128795.279465
  nChanged 18
		SP:Iteration 34Q (16624.560000 sec): 3 clusters
  Score: Raw -131102.559567 + Penalty 2278.644546 = -128823.915022
  nChanged 20
		SP:Iteration 35Q (16624.760000 sec): 3 clusters
  Score: Raw -131132.088434 + Penalty 2278.644546 = -128853.443888
  nChanged 21
		SP:Iteration 36Q (16624.950000 sec): 3 clusters
  Score: Raw -131162.516165 + Penalty 2278.644546 = -128883.871619
  nChanged 23
		SP:Iteration 37Q (16625.100000 sec): 3 clusters
  Score: Raw -131185.396351 + Penalty 2278.644546 = -128906.751805
  nChanged 14
		SP:Iteration 38Q (16625.320000 sec): 3 clusters
  Score: Raw -131205.288390 + Penalty 2278.644546 = -128926.643844
  nChanged 14
		SP:Iteration 39Q (16625.470000 sec): 3 clusters
  Score: Raw -131222.408545 + Penalty 2278.644546 = -128943.763999
  nChanged 11
		SP:Iteration 40F (16625.660000 sec): 3 clusters
  Score: Raw -131237.600608 + Penalty 2278.644546 = -128958.956062
  nChanged 8
		SP:Iteration 41Q (16625.830000 sec): 3 clusters
  Score: Raw -131246.819714 + Penalty 2278.644546 = -128968.175168
  nChanged 8
		SP:Iteration 42Q (16626.020000 sec): 3 clusters
  Score: Raw -131261.014599 + Penalty 2278.644546 = -128982.370053
  nChanged 11
		SP:Iteration 43Q (16626.190000 sec): 3 clusters
  Score: Raw -131272.685549 + Penalty 2278.644546 = -128994.041003
  nChanged 5
		SP:Iteration 44Q (16626.360000 sec): 3 clusters
  Score: Raw -131275.799348 + Penalty 2278.644546 = -128997.154802
  nChanged 4
		SP:Iteration 45Q (16626.540000 sec): 3 clusters
  Score: Raw -131278.358554 + Penalty 2278.644546 = -128999.714008
  nChanged 1
		SP:Iteration 46Q (16626.740000 sec): 3 clusters
  Score: Raw -131280.058621 + Penalty 2278.644546 = -129001.414075
  nChanged 4
		SP:Iteration 47Q (16626.900000 sec): 3 clusters
  Score: Raw -131287.363456 + Penalty 2278.644546 = -129008.718910
  nChanged 4
		SP:Iteration 48Q (16627.090000 sec): 3 clusters
  Score: Raw -131291.329615 + Penalty 2278.644546 = -129012.685069
  nChanged 3
		SP:Iteration 49Q (16627.310000 sec): 3 clusters
  Score: Raw -131296.139477 + Penalty 2278.644546 = -129017.494931
  nChanged 4
		SP:Iteration 50Q (16627.500000 sec): 3 clusters
  Score: Raw -131304.115800 + Penalty 2278.644546 = -129025.471254
  nChanged 8
		SP:Iteration 51Q (16627.660000 sec): 3 clusters
  Score: Raw -131315.564220 + Penalty 2278.644546 = -129036.919674
  nChanged 3
		SP:Iteration 52Q (16627.830000 sec): 3 clusters
  Score: Raw -131321.304159 + Penalty 2278.644546 = -129042.659613
  nChanged 3
		SP:Iteration 53Q (16628.000000 sec): 3 clusters
  Score: Raw -131324.606099 + Penalty 2278.644546 = -129045.961553
  nChanged 4
		SP:Iteration 54Q (16628.210000 sec): 3 clusters
  Score: Raw -131328.387282 + Penalty 2278.644546 = -129049.742736
  nChanged 4
		SP:Iteration 55Q (16628.350000 sec): 3 clusters
  Score: Raw -131331.462422 + Penalty 2278.644546 = -129052.817876
  nChanged 3
		SP:Iteration 56Q (16628.570000 sec): 3 clusters
  Score: Raw -131333.497463 + Penalty 2278.644546 = -129054.852917
  nChanged 2
		SP:Iteration 57Q (16628.740000 sec): 3 clusters
  Score: Raw -131335.837313 + Penalty 2278.644546 = -129057.192767
  nChanged 0
		SP:Iteration 58F (16628.890000 sec): 3 clusters
  Score: Raw -131335.837313 + Penalty 2278.644546 = -129057.192767
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16629.030000 sec): 2 clusters
  Score: Raw -872449.181019 + Penalty 1447.024450 = -871002.156569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16629.260000 sec): 3 clusters
  Score: Raw -868483.530915 + Penalty 2894.048900 = -865589.482015
  nChanged 3137
		SP:Iteration 1F (16629.480000 sec): 3 clusters
  Score: Raw -870259.687462 + Penalty 2894.048900 = -867365.638562
  nChanged 454
		SP:Iteration 2F (16629.730000 sec): 3 clusters
  Score: Raw -870455.911443 + Penalty 2894.048900 = -867561.862543
  nChanged 318
		SP:Iteration 3Q (16629.960000 sec): 3 clusters
  Score: Raw -870592.396903 + Penalty 2894.048900 = -867698.348003
  nChanged 289
		SP:Iteration 4Q (16630.140000 sec): 3 clusters
  Score: Raw -870725.849018 + Penalty 2894.048900 = -867831.800118
  nChanged 262
		SP:Iteration 5Q (16630.340000 sec): 3 clusters
  Score: Raw -870844.156909 + Penalty 2894.048900 = -867950.108009
  nChanged 244
		SP:Iteration 6Q (16630.560000 sec): 3 clusters
  Score: Raw -870953.102177 + Penalty 2894.048900 = -868059.053277
  nChanged 219
		SP:Iteration 7Q (16630.770000 sec): 3 clusters
  Score: Raw -871054.041597 + Penalty 2894.048900 = -868159.992697
  nChanged 223
		SP:Iteration 8Q (16631.020000 sec): 3 clusters
  Score: Raw -871157.871336 + Penalty 2894.048900 = -868263.822436
  nChanged 207
		SP:Iteration 9Q (16631.260000 sec): 3 clusters
  Score: Raw -871257.909437 + Penalty 2894.048900 = -868363.860537
  nChanged 217
		SP:Iteration 10Q (16631.450000 sec): 3 clusters
  Score: Raw -871384.663630 + Penalty 2894.048900 = -868490.614729
  nChanged 216
		SP:Iteration 11Q (16631.700000 sec): 3 clusters
  Score: Raw -871522.382149 + Penalty 2894.048900 = -868628.333249
  nChanged 224
		SP:Iteration 12Q (16631.900000 sec): 3 clusters
  Score: Raw -871674.552603 + Penalty 2894.048900 = -868780.503703
  nChanged 234
		SP:Iteration 13Q (16632.150000 sec): 3 clusters
  Score: Raw -871826.618802 + Penalty 2894.048900 = -868932.569902
  nChanged 223
		SP:Iteration 14Q (16632.330000 sec): 3 clusters
  Score: Raw -871966.355872 + Penalty 2894.048900 = -869072.306972
  nChanged 212
		SP:Iteration 15Q (16632.580000 sec): 3 clusters
  Score: Raw -872110.702610 + Penalty 2894.048900 = -869216.653710
  nChanged 195
		SP:Iteration 16Q (16632.770000 sec): 3 clusters
  Score: Raw -872249.877699 + Penalty 2894.048900 = -869355.828799
  nChanged 176
		SP:Iteration 17Q (16632.980000 sec): 3 clusters
  Score: Raw -872355.767072 + Penalty 2894.048900 = -869461.718172
  nChanged 139
		SP:Iteration 18Q (16633.180000 sec): 3 clusters
  Score: Raw -872429.438441 + Penalty 2894.048900 = -869535.389541
  nChanged 117
		SP:Iteration 19Q (16633.370000 sec): 3 clusters
  Score: Raw -872490.967867 + Penalty 2894.048900 = -869596.918967
  nChanged 101
		SP:Iteration 20F (16633.580000 sec): 3 clusters
  Score: Raw -872546.397723 + Penalty 2894.048900 = -869652.348823
  nChanged 93
		SP:Iteration 21Q (16633.810000 sec): 3 clusters
  Score: Raw -872587.483730 + Penalty 2894.048900 = -869693.434830
  nChanged 74
		SP:Iteration 22Q (16634.030000 sec): 3 clusters
  Score: Raw -872619.550097 + Penalty 2894.048900 = -869725.501197
  nChanged 69
		SP:Iteration 23Q (16634.240000 sec): 3 clusters
  Score: Raw -872656.217754 + Penalty 2894.048900 = -869762.168854
  nChanged 68
		SP:Iteration 24Q (16634.450000 sec): 3 clusters
  Score: Raw -872689.137248 + Penalty 2894.048900 = -869795.088348
  nChanged 54
		SP:Iteration 25Q (16634.670000 sec): 3 clusters
  Score: Raw -872712.974106 + Penalty 2894.048900 = -869818.925206
  nChanged 38
		SP:Iteration 26Q (16634.890000 sec): 3 clusters
  Score: Raw -872726.195536 + Penalty 2894.048900 = -869832.146636
  nChanged 33
		SP:Iteration 27Q (16635.100000 sec): 3 clusters
  Score: Raw -872740.571182 + Penalty 2894.048900 = -869846.522282
  nChanged 32
		SP:Iteration 28Q (16635.320000 sec): 3 clusters
  Score: Raw -872755.383061 + Penalty 2894.048900 = -869861.334160
  nChanged 30
		SP:Iteration 29Q (16635.520000 sec): 3 clusters
  Score: Raw -872765.767740 + Penalty 2894.048900 = -869871.718840
  nChanged 21
		SP:Iteration 30Q (16635.750000 sec): 3 clusters
  Score: Raw -872771.811973 + Penalty 2894.048900 = -869877.763073
  nChanged 15
		SP:Iteration 31Q (16635.950000 sec): 3 clusters
  Score: Raw -872776.662746 + Penalty 2894.048900 = -869882.613845
  nChanged 12
		SP:Iteration 32Q (16636.130000 sec): 3 clusters
  Score: Raw -872780.870184 + Penalty 2894.048900 = -869886.821284
  nChanged 12
		SP:Iteration 33Q (16636.390000 sec): 3 clusters
  Score: Raw -872784.494746 + Penalty 2894.048900 = -869890.445846
  nChanged 13
		SP:Iteration 34Q (16636.560000 sec): 3 clusters
  Score: Raw -872788.500231 + Penalty 2894.048900 = -869894.451331
  nChanged 11
		SP:Iteration 35Q (16636.740000 sec): 3 clusters
  Score: Raw -872791.528913 + Penalty 2894.048900 = -869897.480013
  nChanged 8
		SP:Iteration 36Q (16636.980000 sec): 3 clusters
  Score: Raw -872793.954774 + Penalty 2894.048900 = -869899.905874
  nChanged 11
		SP:Iteration 37Q (16637.150000 sec): 3 clusters
  Score: Raw -872796.943134 + Penalty 2894.048900 = -869902.894234
  nChanged 6
		SP:Iteration 38Q (16637.390000 sec): 3 clusters
  Score: Raw -872798.398134 + Penalty 2894.048900 = -869904.349234
  nChanged 9
		SP:Iteration 39Q (16637.550000 sec): 3 clusters
  Score: Raw -872800.902763 + Penalty 2894.048900 = -869906.853863
  nChanged 4
		SP:Iteration 40F (16637.770000 sec): 3 clusters
  Score: Raw -872801.610962 + Penalty 2894.048900 = -869907.562062
  nChanged 2
		SP:Iteration 41Q (16637.980000 sec): 3 clusters
  Score: Raw -872802.079452 + Penalty 2894.048900 = -869908.030552
  nChanged 2
		SP:Iteration 42Q (16638.210000 sec): 3 clusters
  Score: Raw -872802.375229 + Penalty 2894.048900 = -869908.326329
  nChanged 1
		SP:Iteration 43Q (16638.400000 sec): 3 clusters
  Score: Raw -872802.562281 + Penalty 2894.048900 = -869908.513381
  nChanged 2
		SP:Iteration 44Q (16638.600000 sec): 3 clusters
  Score: Raw -872802.928014 + Penalty 2894.048900 = -869908.879114
  nChanged 1
		SP:Iteration 45Q (16638.810000 sec): 3 clusters
  Score: Raw -872803.128862 + Penalty 2894.048900 = -869909.079962
  nChanged 0
		SP:Iteration 46F (16638.990000 sec): 3 clusters
  Score: Raw -872803.128862 + Penalty 2894.048900 = -869909.079962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16639.130000 sec): 2 clusters
  Score: Raw -119537.623979 + Penalty 1131.825556 = -118405.798422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16639.270000 sec): 3 clusters
  Score: Raw -119223.292103 + Penalty 2263.651112 = -116959.640990
  nChanged 301
		SP:Iteration 1F (16639.430000 sec): 3 clusters
  Score: Raw -119474.123508 + Penalty 2263.651112 = -117210.472396
  nChanged 88
		SP:Iteration 2F (16639.630000 sec): 3 clusters
  Score: Raw -119558.807378 + Penalty 2263.651112 = -117295.156266
  nChanged 43
		SP:Iteration 3Q (16639.830000 sec): 3 clusters
  Score: Raw -119600.349115 + Penalty 2263.651112 = -117336.698003
  nChanged 31
		SP:Iteration 4Q (16640.010000 sec): 3 clusters
  Score: Raw -119626.329675 + Penalty 2263.651112 = -117362.678563
  nChanged 20
		SP:Iteration 5Q (16640.180000 sec): 3 clusters
  Score: Raw -119640.711513 + Penalty 2263.651112 = -117377.060401
  nChanged 16
		SP:Iteration 6Q (16640.390000 sec): 3 clusters
  Score: Raw -119654.818280 + Penalty 2263.651112 = -117391.167167
  nChanged 13
		SP:Iteration 7Q (16640.570000 sec): 3 clusters
  Score: Raw -119667.267872 + Penalty 2263.651112 = -117403.616760
  nChanged 8
		SP:Iteration 8Q (16640.740000 sec): 3 clusters
  Score: Raw -119673.672016 + Penalty 2263.651112 = -117410.020904
  nChanged 9
		SP:Iteration 9Q (16640.980000 sec): 3 clusters
  Score: Raw -119689.021480 + Penalty 2263.651112 = -117425.370368
  nChanged 14
		SP:Iteration 10Q (16641.120000 sec): 3 clusters
  Score: Raw -119704.558915 + Penalty 2263.651112 = -117440.907802
  nChanged 13
		SP:Iteration 11Q (16641.320000 sec): 3 clusters
  Score: Raw -119719.416521 + Penalty 2263.651112 = -117455.765409
  nChanged 18
		SP:Iteration 12Q (16641.510000 sec): 3 clusters
  Score: Raw -119753.212374 + Penalty 2263.651112 = -117489.561262
  nChanged 26
		SP:Iteration 13Q (16641.670000 sec): 3 clusters
  Score: Raw -119815.303304 + Penalty 2263.651112 = -117551.652191
  nChanged 21
		SP:Iteration 14Q (16641.870000 sec): 3 clusters
  Score: Raw -119866.274523 + Penalty 2263.651112 = -117602.623411
  nChanged 21
		SP:Iteration 15Q (16642.090000 sec): 3 clusters
  Score: Raw -119915.000493 + Penalty 2263.651112 = -117651.349380
  nChanged 14
		SP:Iteration 16Q (16642.230000 sec): 3 clusters
  Score: Raw -119932.736513 + Penalty 2263.651112 = -117669.085401
  nChanged 10
		SP:Iteration 17Q (16642.420000 sec): 3 clusters
  Score: Raw -119945.801897 + Penalty 2263.651112 = -117682.150785
  nChanged 10
		SP:Iteration 18Q (16642.610000 sec): 3 clusters
  Score: Raw -119967.522681 + Penalty 2263.651112 = -117703.871569
  nChanged 11
		SP:Iteration 19Q (16642.760000 sec): 3 clusters
  Score: Raw -119984.480401 + Penalty 2263.651112 = -117720.829288
  nChanged 11
		SP:Iteration 20F (16642.950000 sec): 3 clusters
  Score: Raw -119999.956295 + Penalty 2263.651112 = -117736.305182
  nChanged 7
		SP:Iteration 21Q (16643.130000 sec): 3 clusters
  Score: Raw -120007.019753 + Penalty 2263.651112 = -117743.368640
  nChanged 6
		SP:Iteration 22Q (16643.310000 sec): 3 clusters
  Score: Raw -120011.282860 + Penalty 2263.651112 = -117747.631747
  nChanged 1
		SP:Iteration 23Q (16643.490000 sec): 3 clusters
  Score: Raw -120011.856368 + Penalty 2263.651112 = -117748.205256
  nChanged 1
		SP:Iteration 24Q (16643.690000 sec): 3 clusters
  Score: Raw -120013.822528 + Penalty 2263.651112 = -117750.171416
  nChanged 3
		SP:Iteration 25Q (16643.850000 sec): 3 clusters
  Score: Raw -120016.014139 + Penalty 2263.651112 = -117752.363027
  nChanged 0
		SP:Iteration 26F (16644.010000 sec): 3 clusters
  Score: Raw -120016.014139 + Penalty 2263.651112 = -117752.363027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16644.130000 sec): 2 clusters
  Score: Raw -401826.284741 + Penalty 1324.825784 = -400501.458957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16644.330000 sec): 3 clusters
  Score: Raw -400147.955765 + Penalty 2649.651567 = -397498.304197
  nChanged 1371
		SP:Iteration 1F (16644.480000 sec): 3 clusters
  Score: Raw -401009.970871 + Penalty 2649.651567 = -398360.319304
  nChanged 301
		SP:Iteration 2F (16644.680000 sec): 3 clusters
  Score: Raw -401266.201560 + Penalty 2649.651567 = -398616.549993
  nChanged 244
		SP:Iteration 3F (16644.870000 sec): 3 clusters
  Score: Raw -401456.907738 + Penalty 2649.651567 = -398807.256171
  nChanged 182
		SP:Iteration 4F (16645.040000 sec): 3 clusters
  Score: Raw -401591.774882 + Penalty 2649.651567 = -398942.123314
  nChanged 130
		SP:Iteration 5Q (16645.240000 sec): 3 clusters
  Score: Raw -401683.063095 + Penalty 2649.651567 = -399033.411528
  nChanged 112
		SP:Iteration 6Q (16645.420000 sec): 3 clusters
  Score: Raw -401757.939016 + Penalty 2649.651567 = -399108.287449
  nChanged 106
		SP:Iteration 7Q (16645.580000 sec): 3 clusters
  Score: Raw -401828.556531 + Penalty 2649.651567 = -399178.904964
  nChanged 90
		SP:Iteration 8Q (16645.810000 sec): 3 clusters
  Score: Raw -401886.162493 + Penalty 2649.651567 = -399236.510926
  nChanged 85
		SP:Iteration 9Q (16645.970000 sec): 3 clusters
  Score: Raw -401933.902236 + Penalty 2649.651567 = -399284.250668
  nChanged 76
		SP:Iteration 10Q (16646.180000 sec): 3 clusters
  Score: Raw -401976.418621 + Penalty 2649.651567 = -399326.767054
  nChanged 60
		SP:Iteration 11Q (16646.390000 sec): 3 clusters
  Score: Raw -402004.645399 + Penalty 2649.651567 = -399354.993832
  nChanged 58
		SP:Iteration 12Q (16646.550000 sec): 3 clusters
  Score: Raw -402033.042339 + Penalty 2649.651567 = -399383.390771
  nChanged 49
		SP:Iteration 13Q (16646.720000 sec): 3 clusters
  Score: Raw -402056.747700 + Penalty 2649.651567 = -399407.096133
  nChanged 41
		SP:Iteration 14Q (16646.900000 sec): 3 clusters
  Score: Raw -402070.866329 + Penalty 2649.651567 = -399421.214761
  nChanged 32
		SP:Iteration 15Q (16647.050000 sec): 3 clusters
  Score: Raw -402083.742867 + Penalty 2649.651567 = -399434.091300
  nChanged 20
		SP:Iteration 16Q (16647.250000 sec): 3 clusters
  Score: Raw -402091.160236 + Penalty 2649.651567 = -399441.508669
  nChanged 20
		SP:Iteration 17Q (16647.440000 sec): 3 clusters
  Score: Raw -402096.798554 + Penalty 2649.651567 = -399447.146987
  nChanged 17
		SP:Iteration 18Q (16647.610000 sec): 3 clusters
  Score: Raw -402105.383731 + Penalty 2649.651567 = -399455.732164
  nChanged 14
		SP:Iteration 19Q (16647.790000 sec): 3 clusters
  Score: Raw -402109.315751 + Penalty 2649.651567 = -399459.664184
  nChanged 9
		SP:Iteration 20F (16647.930000 sec): 3 clusters
  Score: Raw -402112.090773 + Penalty 2649.651567 = -399462.439206
  nChanged 10
		SP:Iteration 21Q (16648.090000 sec): 3 clusters
  Score: Raw -402114.755718 + Penalty 2649.651567 = -399465.104151
  nChanged 5
		SP:Iteration 22Q (16648.280000 sec): 3 clusters
  Score: Raw -402116.602901 + Penalty 2649.651567 = -399466.951334
  nChanged 5
		SP:Iteration 23Q (16648.430000 sec): 3 clusters
  Score: Raw -402118.238081 + Penalty 2649.651567 = -399468.586514
  nChanged 4
		SP:Iteration 24Q (16648.650000 sec): 3 clusters
  Score: Raw -402119.592963 + Penalty 2649.651567 = -399469.941396
  nChanged 2
		SP:Iteration 25Q (16648.810000 sec): 3 clusters
  Score: Raw -402120.250090 + Penalty 2649.651567 = -399470.598523
  nChanged 1
		SP:Iteration 26Q (16649.020000 sec): 3 clusters
  Score: Raw -402120.596767 + Penalty 2649.651567 = -399470.945200
  nChanged 0
		SP:Iteration 27F (16649.230000 sec): 3 clusters
  Score: Raw -402120.596767 + Penalty 2649.651567 = -399470.945200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16649.330000 sec): 2 clusters
  Score: Raw -203085.054672 + Penalty 1218.115819 = -201866.938854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16649.480000 sec): 3 clusters
  Score: Raw -202355.574343 + Penalty 2436.231637 = -199919.342706
  nChanged 630
		SP:Iteration 1F (16649.680000 sec): 3 clusters
  Score: Raw -202843.885601 + Penalty 2436.231637 = -200407.653964
  nChanged 166
		SP:Iteration 2F (16649.880000 sec): 3 clusters
  Score: Raw -202994.426499 + Penalty 2436.231637 = -200558.194862
  nChanged 101
		SP:Iteration 3F (16650.040000 sec): 3 clusters
  Score: Raw -203089.036481 + Penalty 2436.231637 = -200652.804844
  nChanged 76
		SP:Iteration 4Q (16650.210000 sec): 3 clusters
  Score: Raw -203158.374145 + Penalty 2436.231637 = -200722.142508
  nChanged 57
		SP:Iteration 5Q (16650.400000 sec): 3 clusters
  Score: Raw -203212.382700 + Penalty 2436.231637 = -200776.151063
  nChanged 56
		SP:Iteration 6Q (16650.550000 sec): 3 clusters
  Score: Raw -203257.695643 + Penalty 2436.231637 = -200821.464006
  nChanged 41
		SP:Iteration 7Q (16650.740000 sec): 3 clusters
  Score: Raw -203290.167875 + Penalty 2436.231637 = -200853.936238
  nChanged 36
		SP:Iteration 8Q (16650.900000 sec): 3 clusters
  Score: Raw -203318.631016 + Penalty 2436.231637 = -200882.399378
  nChanged 28
		SP:Iteration 9Q (16651.050000 sec): 3 clusters
  Score: Raw -203338.634913 + Penalty 2436.231637 = -200902.403276
  nChanged 18
		SP:Iteration 10Q (16651.230000 sec): 3 clusters
  Score: Raw -203348.023626 + Penalty 2436.231637 = -200911.791989
  nChanged 14
		SP:Iteration 11Q (16651.460000 sec): 3 clusters
  Score: Raw -203355.658068 + Penalty 2436.231637 = -200919.426431
  nChanged 13
		SP:Iteration 12Q (16651.660000 sec): 3 clusters
  Score: Raw -203365.004945 + Penalty 2436.231637 = -200928.773308
  nChanged 16
		SP:Iteration 13Q (16651.830000 sec): 3 clusters
  Score: Raw -203374.641253 + Penalty 2436.231637 = -200938.409616
  nChanged 9
		SP:Iteration 14Q (16652.050000 sec): 3 clusters
  Score: Raw -203379.593935 + Penalty 2436.231637 = -200943.362297
  nChanged 8
		SP:Iteration 15Q (16652.230000 sec): 3 clusters
  Score: Raw -203384.181164 + Penalty 2436.231637 = -200947.949526
  nChanged 3
		SP:Iteration 16Q (16652.410000 sec): 3 clusters
  Score: Raw -203385.981830 + Penalty 2436.231637 = -200949.750193
  nChanged 3
		SP:Iteration 17Q (16652.550000 sec): 3 clusters
  Score: Raw -203387.393968 + Penalty 2436.231637 = -200951.162331
  nChanged 5
		SP:Iteration 18Q (16652.740000 sec): 3 clusters
  Score: Raw -203389.876944 + Penalty 2436.231637 = -200953.645307
  nChanged 1
		SP:Iteration 19Q (16652.890000 sec): 3 clusters
  Score: Raw -203390.377120 + Penalty 2436.231637 = -200954.145482
  nChanged 2
		SP:Iteration 20F (16653.030000 sec): 3 clusters
  Score: Raw -203390.945879 + Penalty 2436.231637 = -200954.714242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16653.130000 sec): 2 clusters
  Score: Raw -18325.557828 + Penalty 896.586096 = -17428.971732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16653.300000 sec): 3 clusters
  Score: Raw -18461.018235 + Penalty 1793.172191 = -16667.846044
  nChanged 55
		SP:Iteration 1F (16653.500000 sec): 3 clusters
  Score: Raw -18666.460587 + Penalty 1793.172191 = -16873.288396
  nChanged 15
		SP:Iteration 2F (16653.670000 sec): 3 clusters
  Score: Raw -18753.999689 + Penalty 1793.172191 = -16960.827498
  nChanged 9
		SP:Iteration 3Q (16653.840000 sec): 3 clusters
  Score: Raw -18797.281556 + Penalty 1793.172191 = -17004.109365
  nChanged 6
		SP:Iteration 4Q (16654.030000 sec): 3 clusters
  Score: Raw -18810.152845 + Penalty 1793.172191 = -17016.980653
  nChanged 5
		SP:Iteration 5Q (16654.230000 sec): 3 clusters
  Score: Raw -18841.215865 + Penalty 1793.172191 = -17048.043674
  nChanged 2
		SP:Iteration 6Q (16654.430000 sec): 3 clusters
  Score: Raw -18848.875142 + Penalty 1793.172191 = -17055.702951
  nChanged 0
		SP:Iteration 7F (16654.610000 sec): 3 clusters
  Score: Raw -18848.875142 + Penalty 1793.172191 = -17055.702951
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16654.740000 sec): 2 clusters
  Score: Raw -99530.721363 + Penalty 1100.439528 = -98430.281835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16654.890000 sec): 3 clusters
  Score: Raw -99324.551802 + Penalty 2200.879056 = -97123.672747
  nChanged 268
		SP:Iteration 1F (16655.050000 sec): 3 clusters
  Score: Raw -99578.694086 + Penalty 2200.879056 = -97377.815030
  nChanged 69
		SP:Iteration 2F (16655.240000 sec): 3 clusters
  Score: Raw -99671.801298 + Penalty 2200.879056 = -97470.922243
  nChanged 49
		SP:Iteration 3F (16655.430000 sec): 3 clusters
  Score: Raw -99739.469702 + Penalty 2200.879056 = -97538.590646
  nChanged 27
		SP:Iteration 4Q (16655.630000 sec): 3 clusters
  Score: Raw -99770.063321 + Penalty 2200.879056 = -97569.184265
  nChanged 25
		SP:Iteration 5Q (16655.810000 sec): 3 clusters
  Score: Raw -99798.359564 + Penalty 2200.879056 = -97597.480508
  nChanged 30
		SP:Iteration 6Q (16656.010000 sec): 3 clusters
  Score: Raw -99825.412712 + Penalty 2200.879056 = -97624.533656
  nChanged 24
		SP:Iteration 7Q (16656.190000 sec): 3 clusters
  Score: Raw -99850.887563 + Penalty 2200.879056 = -97650.008507
  nChanged 24
		SP:Iteration 8Q (16656.400000 sec): 3 clusters
  Score: Raw -99894.669940 + Penalty 2200.879056 = -97693.790884
  nChanged 19
		SP:Iteration 9Q (16656.590000 sec): 3 clusters
  Score: Raw -99914.370396 + Penalty 2200.879056 = -97713.491341
  nChanged 14
		SP:Iteration 10Q (16656.760000 sec): 3 clusters
  Score: Raw -99934.173965 + Penalty 2200.879056 = -97733.294910
  nChanged 12
		SP:Iteration 11Q (16656.950000 sec): 3 clusters
  Score: Raw -99954.781852 + Penalty 2200.879056 = -97753.902796
  nChanged 13
		SP:Iteration 12Q (16657.150000 sec): 3 clusters
  Score: Raw -99971.240410 + Penalty 2200.879056 = -97770.361354
  nChanged 10
		SP:Iteration 13Q (16657.320000 sec): 3 clusters
  Score: Raw -99987.702492 + Penalty 2200.879056 = -97786.823436
  nChanged 14
		SP:Iteration 14Q (16657.490000 sec): 3 clusters
  Score: Raw -100002.375319 + Penalty 2200.879056 = -97801.496263
  nChanged 8
		SP:Iteration 15Q (16657.710000 sec): 3 clusters
  Score: Raw -100014.148433 + Penalty 2200.879056 = -97813.269378
  nChanged 6
		SP:Iteration 16Q (16657.850000 sec): 3 clusters
  Score: Raw -100022.227383 + Penalty 2200.879056 = -97821.348328
  nChanged 6
		SP:Iteration 17Q (16658.030000 sec): 3 clusters
  Score: Raw -100028.588040 + Penalty 2200.879056 = -97827.708985
  nChanged 5
		SP:Iteration 18Q (16658.250000 sec): 3 clusters
  Score: Raw -100034.051661 + Penalty 2200.879056 = -97833.172605
  nChanged 1
		SP:Iteration 19Q (16658.420000 sec): 3 clusters
  Score: Raw -100034.611814 + Penalty 2200.879056 = -97833.732758
  nChanged 0
		SP:Iteration 20F (16658.590000 sec): 3 clusters
  Score: Raw -100036.376597 + Penalty 2200.879056 = -97835.497541
  nChanged 2
		SP:Iteration 21Q (16658.750000 sec): 3 clusters
  Score: Raw -100068.274416 + Penalty 2200.879056 = -97867.395361
  nChanged 6
		SP:Iteration 22Q (16658.950000 sec): 3 clusters
  Score: Raw -100093.552418 + Penalty 2200.879056 = -97892.673362
  nChanged 7
		SP:Iteration 23Q (16659.130000 sec): 3 clusters
  Score: Raw -100119.699649 + Penalty 2200.879056 = -97918.820593
  nChanged 11
		SP:Iteration 24Q (16659.330000 sec): 3 clusters
  Score: Raw -100144.181801 + Penalty 2200.879056 = -97943.302746
  nChanged 8
		SP:Iteration 25Q (16659.530000 sec): 3 clusters
  Score: Raw -100157.236584 + Penalty 2200.879056 = -97956.357529
  nChanged 7
		SP:Iteration 26Q (16659.760000 sec): 3 clusters
  Score: Raw -100165.068467 + Penalty 2200.879056 = -97964.189412
  nChanged 5
		SP:Iteration 27Q (16659.910000 sec): 3 clusters
  Score: Raw -100174.635843 + Penalty 2200.879056 = -97973.756787
  nChanged 5
		SP:Iteration 28Q (16660.120000 sec): 3 clusters
  Score: Raw -100184.704046 + Penalty 2200.879056 = -97983.824991
  nChanged 1
		SP:Iteration 29Q (16660.290000 sec): 3 clusters
  Score: Raw -100187.054061 + Penalty 2200.879056 = -97986.175005
  nChanged 1
		SP:Iteration 30Q (16660.480000 sec): 3 clusters
  Score: Raw -100188.445517 + Penalty 2200.879056 = -97987.566462
  nChanged 1
		SP:Iteration 31Q (16660.670000 sec): 3 clusters
  Score: Raw -100189.276626 + Penalty 2200.879056 = -97988.397570
  nChanged 1
		SP:Iteration 32Q (16660.860000 sec): 3 clusters
  Score: Raw -100190.596770 + Penalty 2200.879056 = -97989.717714
  nChanged 1
		SP:Iteration 33Q (16661.040000 sec): 3 clusters
  Score: Raw -100193.210658 + Penalty 2200.879056 = -97992.331603
  nChanged 1
		SP:Iteration 34Q (16661.180000 sec): 3 clusters
  Score: Raw -100196.573680 + Penalty 2200.879056 = -97995.694624
  nChanged 1
		SP:Iteration 35Q (16661.340000 sec): 3 clusters
  Score: Raw -100198.127081 + Penalty 2200.879056 = -97997.248025
  nChanged 1
		SP:Iteration 36Q (16661.550000 sec): 3 clusters
  Score: Raw -100199.114483 + Penalty 2200.879056 = -97998.235427
  nChanged 1
		SP:Iteration 37Q (16661.710000 sec): 3 clusters
  Score: Raw -100200.054021 + Penalty 2200.879056 = -97999.174965
  nChanged 0
		SP:Iteration 38F (16661.890000 sec): 3 clusters
  Score: Raw -100200.054021 + Penalty 2200.879056 = -97999.174965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (3270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16662.020000 sec): 2 clusters
  Score: Raw -382083.320731 + Penalty 1315.038605 = -380768.282125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16662.230000 sec): 3 clusters
  Score: Raw -380511.317550 + Penalty 2630.077211 = -377881.240339
  nChanged 1271
		SP:Iteration 1F (16662.390000 sec): 3 clusters
  Score: Raw -381342.933855 + Penalty 2630.077211 = -378712.856644
  nChanged 294
		SP:Iteration 2F (16662.570000 sec): 3 clusters
  Score: Raw -381589.080732 + Penalty 2630.077211 = -378959.003521
  nChanged 222
		SP:Iteration 3F (16662.750000 sec): 3 clusters
  Score: Raw -381754.058979 + Penalty 2630.077211 = -379123.981768
  nChanged 173
		SP:Iteration 4F (16662.900000 sec): 3 clusters
  Score: Raw -381892.172956 + Penalty 2630.077211 = -379262.095745
  nChanged 143
		SP:Iteration 5Q (16663.100000 sec): 3 clusters
  Score: Raw -382007.711770 + Penalty 2630.077211 = -379377.634559
  nChanged 107
		SP:Iteration 6Q (16663.300000 sec): 3 clusters
  Score: Raw -382081.100603 + Penalty 2630.077211 = -379451.023392
  nChanged 81
		SP:Iteration 7Q (16663.450000 sec): 3 clusters
  Score: Raw -382140.345980 + Penalty 2630.077211 = -379510.268769
  nChanged 85
		SP:Iteration 8Q (16663.610000 sec): 3 clusters
  Score: Raw -382205.522802 + Penalty 2630.077211 = -379575.445591
  nChanged 87
		SP:Iteration 9Q (16663.800000 sec): 3 clusters
  Score: Raw -382266.884316 + Penalty 2630.077211 = -379636.807105
  nChanged 70
		SP:Iteration 10Q (16664.030000 sec): 3 clusters
  Score: Raw -382319.598940 + Penalty 2630.077211 = -379689.521729
  nChanged 69
		SP:Iteration 11Q (16664.210000 sec): 3 clusters
  Score: Raw -382371.327843 + Penalty 2630.077211 = -379741.250633
  nChanged 63
		SP:Iteration 12Q (16664.400000 sec): 3 clusters
  Score: Raw -382425.127096 + Penalty 2630.077211 = -379795.049886
  nChanged 68
		SP:Iteration 13Q (16664.620000 sec): 3 clusters
  Score: Raw -382483.308670 + Penalty 2630.077211 = -379853.231459
  nChanged 60
		SP:Iteration 14Q (16664.780000 sec): 3 clusters
  Score: Raw -382538.692776 + Penalty 2630.077211 = -379908.615565
  nChanged 54
		SP:Iteration 15Q (16664.970000 sec): 3 clusters
  Score: Raw -382594.929612 + Penalty 2630.077211 = -379964.852402
  nChanged 57
		SP:Iteration 16Q (16665.170000 sec): 3 clusters
  Score: Raw -382645.996175 + Penalty 2630.077211 = -380015.918964
  nChanged 32
		SP:Iteration 17Q (16665.350000 sec): 3 clusters
  Score: Raw -382668.617454 + Penalty 2630.077211 = -380038.540243
  nChanged 37
		SP:Iteration 18Q (16665.550000 sec): 3 clusters
  Score: Raw -382692.264129 + Penalty 2630.077211 = -380062.186918
  nChanged 18
		SP:Iteration 19Q (16665.770000 sec): 3 clusters
  Score: Raw -382699.056509 + Penalty 2630.077211 = -380068.979298
  nChanged 10
		SP:Iteration 20F (16665.940000 sec): 3 clusters
  Score: Raw -382702.931836 + Penalty 2630.077211 = -380072.854625
  nChanged 9
		SP:Iteration 21Q (16666.140000 sec): 3 clusters
  Score: Raw -382706.915240 + Penalty 2630.077211 = -380076.838029
  nChanged 5
		SP:Iteration 22Q (16666.330000 sec): 3 clusters
  Score: Raw -382708.224531 + Penalty 2630.077211 = -380078.147320
  nChanged 7
		SP:Iteration 23Q (16666.510000 sec): 3 clusters
  Score: Raw -382712.021233 + Penalty 2630.077211 = -380081.944022
  nChanged 8
		SP:Iteration 24Q (16666.690000 sec): 3 clusters
  Score: Raw -382716.215780 + Penalty 2630.077211 = -380086.138569
  nChanged 3
		SP:Iteration 25Q (16666.850000 sec): 3 clusters
  Score: Raw -382717.232409 + Penalty 2630.077211 = -380087.155199
  nChanged 3
		SP:Iteration 26Q (16667.050000 sec): 3 clusters
  Score: Raw -382718.438469 + Penalty 2630.077211 = -380088.361258
  nChanged 4
		SP:Iteration 27Q (16667.260000 sec): 3 clusters
  Score: Raw -382719.726494 + Penalty 2630.077211 = -380089.649283
  nChanged 1
		SP:Iteration 28Q (16667.430000 sec): 3 clusters
  Score: Raw -382720.025181 + Penalty 2630.077211 = -380089.947970
  nChanged 0
		SP:Iteration 29F (16667.600000 sec): 3 clusters
  Score: Raw -382720.025181 + Penalty 2630.077211 = -380089.947970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16667.770000 sec): 2 clusters
  Score: Raw -1814850.130798 + Penalty 1565.924331 = -1813284.206467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16668.010000 sec): 3 clusters
  Score: Raw -1805930.801277 + Penalty 3131.848661 = -1802798.952615
  nChanged 6802
		SP:Iteration 1F (16668.240000 sec): 3 clusters
  Score: Raw -1809770.402271 + Penalty 3131.848661 = -1806638.553610
  nChanged 893
		SP:Iteration 2F (16668.470000 sec): 3 clusters
  Score: Raw -1810141.191324 + Penalty 3131.848661 = -1807009.342663
  nChanged 804
		SP:Iteration 3F (16668.710000 sec): 3 clusters
  Score: Raw -1810506.547627 + Penalty 3131.848661 = -1807374.698965
  nChanged 780
		SP:Iteration 4F (16668.930000 sec): 3 clusters
  Score: Raw -1810937.393996 + Penalty 3131.848661 = -1807805.545335
  nChanged 796
		SP:Iteration 5F (16669.180000 sec): 3 clusters
  Score: Raw -1811439.206739 + Penalty 3131.848661 = -1808307.358077
  nChanged 789
		SP:Iteration 6F (16669.360000 sec): 3 clusters
  Score: Raw -1811947.776436 + Penalty 3131.848661 = -1808815.927774
  nChanged 798
		SP:Iteration 7F (16669.600000 sec): 3 clusters
  Score: Raw -1812463.580030 + Penalty 3131.848661 = -1809331.731369
  nChanged 762
		SP:Iteration 8Q (16669.860000 sec): 3 clusters
  Score: Raw -1812947.461581 + Penalty 3131.848661 = -1809815.612919
  nChanged 645
		SP:Iteration 9Q (16670.100000 sec): 3 clusters
  Score: Raw -1813295.157944 + Penalty 3131.848661 = -1810163.309283
  nChanged 521
		SP:Iteration 10Q (16670.320000 sec): 3 clusters
  Score: Raw -1813537.698676 + Penalty 3131.848661 = -1810405.850015
  nChanged 434
		SP:Iteration 11Q (16670.560000 sec): 3 clusters
  Score: Raw -1813716.898303 + Penalty 3131.848661 = -1810585.049641
  nChanged 353
		SP:Iteration 12Q (16670.790000 sec): 3 clusters
  Score: Raw -1813841.551001 + Penalty 3131.848661 = -1810709.702339
  nChanged 286
		SP:Iteration 13Q (16671.060000 sec): 3 clusters
  Score: Raw -1813951.347870 + Penalty 3131.848661 = -1810819.499209
  nChanged 260
		SP:Iteration 14Q (16671.290000 sec): 3 clusters
  Score: Raw -1814070.160030 + Penalty 3131.848661 = -1810938.311369
  nChanged 284
		SP:Iteration 15Q (16671.530000 sec): 3 clusters
  Score: Raw -1814191.781116 + Penalty 3131.848661 = -1811059.932455
  nChanged 271
		SP:Iteration 16Q (16671.790000 sec): 3 clusters
  Score: Raw -1814314.772222 + Penalty 3131.848661 = -1811182.923561
  nChanged 235
		SP:Iteration 17Q (16672.060000 sec): 3 clusters
  Score: Raw -1814410.516930 + Penalty 3131.848661 = -1811278.668268
  nChanged 199
		SP:Iteration 18Q (16672.300000 sec): 3 clusters
  Score: Raw -1814480.061752 + Penalty 3131.848661 = -1811348.213091
  nChanged 186
		SP:Iteration 19Q (16672.570000 sec): 3 clusters
  Score: Raw -1814533.551317 + Penalty 3131.848661 = -1811401.702655
  nChanged 153
		SP:Iteration 20F (16672.780000 sec): 3 clusters
  Score: Raw -1814579.436187 + Penalty 3131.848661 = -1811447.587526
  nChanged 164
		SP:Iteration 21Q (16673.020000 sec): 3 clusters
  Score: Raw -1814621.314431 + Penalty 3131.848661 = -1811489.465770
  nChanged 135
		SP:Iteration 22Q (16673.330000 sec): 3 clusters
  Score: Raw -1814656.772337 + Penalty 3131.848661 = -1811524.923675
  nChanged 125
		SP:Iteration 23Q (16673.550000 sec): 3 clusters
  Score: Raw -1814685.683705 + Penalty 3131.848661 = -1811553.835043
  nChanged 98
		SP:Iteration 24Q (16673.800000 sec): 3 clusters
  Score: Raw -1814705.228124 + Penalty 3131.848661 = -1811573.379463
  nChanged 87
		SP:Iteration 25Q (16674.050000 sec): 3 clusters
  Score: Raw -1814720.314354 + Penalty 3131.848661 = -1811588.465693
  nChanged 69
		SP:Iteration 26Q (16674.300000 sec): 3 clusters
  Score: Raw -1814731.138465 + Penalty 3131.848661 = -1811599.289804
  nChanged 63
		SP:Iteration 27Q (16674.520000 sec): 3 clusters
  Score: Raw -1814741.788318 + Penalty 3131.848661 = -1811609.939657
  nChanged 65
		SP:Iteration 28Q (16674.750000 sec): 3 clusters
  Score: Raw -1814752.763092 + Penalty 3131.848661 = -1811620.914431
  nChanged 55
		SP:Iteration 29Q (16675.000000 sec): 3 clusters
  Score: Raw -1814761.684960 + Penalty 3131.848661 = -1811629.836298
  nChanged 54
		SP:Iteration 30Q (16675.220000 sec): 3 clusters
  Score: Raw -1814769.011405 + Penalty 3131.848661 = -1811637.162744
  nChanged 48
		SP:Iteration 31Q (16675.460000 sec): 3 clusters
  Score: Raw -1814774.796692 + Penalty 3131.848661 = -1811642.948030
  nChanged 31
		SP:Iteration 32Q (16675.690000 sec): 3 clusters
  Score: Raw -1814778.284652 + Penalty 3131.848661 = -1811646.435991
  nChanged 20
		SP:Iteration 33Q (16675.960000 sec): 3 clusters
  Score: Raw -1814780.818047 + Penalty 3131.848661 = -1811648.969385
  nChanged 23
		SP:Iteration 34Q (16676.180000 sec): 3 clusters
  Score: Raw -1814782.950285 + Penalty 3131.848661 = -1811651.101623
  nChanged 18
		SP:Iteration 35Q (16676.430000 sec): 3 clusters
  Score: Raw -1814784.594720 + Penalty 3131.848661 = -1811652.746058
  nChanged 20
		SP:Iteration 36Q (16676.630000 sec): 3 clusters
  Score: Raw -1814786.389425 + Penalty 3131.848661 = -1811654.540763
  nChanged 13
		SP:Iteration 37Q (16676.880000 sec): 3 clusters
  Score: Raw -1814787.419082 + Penalty 3131.848661 = -1811655.570420
  nChanged 10
		SP:Iteration 38Q (16677.120000 sec): 3 clusters
  Score: Raw -1814788.107255 + Penalty 3131.848661 = -1811656.258593
  nChanged 5
		SP:Iteration 39Q (16677.350000 sec): 3 clusters
  Score: Raw -1814788.477690 + Penalty 3131.848661 = -1811656.629029
  nChanged 8
		SP:Iteration 40F (16677.580000 sec): 3 clusters
  Score: Raw -1814789.409297 + Penalty 3131.848661 = -1811657.560636
  nChanged 11
		SP:Iteration 41Q (16677.790000 sec): 3 clusters
  Score: Raw -1814790.486036 + Penalty 3131.848661 = -1811658.637375
  nChanged 15
		SP:Iteration 42Q (16678.040000 sec): 3 clusters
  Score: Raw -1814791.815395 + Penalty 3131.848661 = -1811659.966734
  nChanged 16
		SP:Iteration 43Q (16678.300000 sec): 3 clusters
  Score: Raw -1814793.062539 + Penalty 3131.848661 = -1811661.213878
  nChanged 20
		SP:Iteration 44Q (16678.590000 sec): 3 clusters
  Score: Raw -1814794.782091 + Penalty 3131.848661 = -1811662.933430
  nChanged 16
		SP:Iteration 45Q (16678.820000 sec): 3 clusters
  Score: Raw -1814795.993909 + Penalty 3131.848661 = -1811664.145248
  nChanged 15
		SP:Iteration 46Q (16679.060000 sec): 3 clusters
  Score: Raw -1814797.141490 + Penalty 3131.848661 = -1811665.292829
  nChanged 13
		SP:Iteration 47Q (16679.320000 sec): 3 clusters
  Score: Raw -1814798.176657 + Penalty 3131.848661 = -1811666.327995
  nChanged 15
		SP:Iteration 48Q (16679.560000 sec): 3 clusters
  Score: Raw -1814799.283285 + Penalty 3131.848661 = -1811667.434624
  nChanged 9
		SP:Iteration 49Q (16679.800000 sec): 3 clusters
  Score: Raw -1814800.003853 + Penalty 3131.848661 = -1811668.155192
  nChanged 13
		SP:Iteration 50Q (16680.070000 sec): 3 clusters
  Score: Raw -1814801.483304 + Penalty 3131.848661 = -1811669.634642
  nChanged 14
		SP:Iteration 51Q (16680.260000 sec): 3 clusters
  Score: Raw -1814802.463054 + Penalty 3131.848661 = -1811670.614392
  nChanged 6
		SP:Iteration 52Q (16680.540000 sec): 3 clusters
  Score: Raw -1814802.896663 + Penalty 3131.848661 = -1811671.048002
  nChanged 4
		SP:Iteration 53Q (16680.780000 sec): 3 clusters
  Score: Raw -1814803.071975 + Penalty 3131.848661 = -1811671.223314
  nChanged 3
		SP:Iteration 54Q (16681.020000 sec): 3 clusters
  Score: Raw -1814803.161113 + Penalty 3131.848661 = -1811671.312452
  nChanged 1
		SP:Iteration 55Q (16681.250000 sec): 3 clusters
  Score: Raw -1814803.186593 + Penalty 3131.848661 = -1811671.337932
  nChanged 1
		SP:Iteration 56Q (16681.470000 sec): 3 clusters
  Score: Raw -1814803.293394 + Penalty 3131.848661 = -1811671.444733
  nChanged 2
		SP:Iteration 57Q (16681.740000 sec): 3 clusters
  Score: Raw -1814803.404504 + Penalty 3131.848661 = -1811671.555843
  nChanged 1
		SP:Iteration 58Q (16681.990000 sec): 3 clusters
  Score: Raw -1814803.501211 + Penalty 3131.848661 = -1811671.652549
  nChanged 2
		SP:Iteration 59Q (16682.220000 sec): 3 clusters
  Score: Raw -1814803.765988 + Penalty 3131.848661 = -1811671.917326
  nChanged 3
		SP:Iteration 60F (16682.440000 sec): 3 clusters
  Score: Raw -1814803.957034 + Penalty 3131.848661 = -1811672.108372
  nChanged 5
		SP:Iteration 61Q (16682.680000 sec): 3 clusters
  Score: Raw -1814804.228734 + Penalty 3131.848661 = -1811672.380073
  nChanged 4
		SP:Iteration 62Q (16682.940000 sec): 3 clusters
  Score: Raw -1814804.430033 + Penalty 3131.848661 = -1811672.581371
  nChanged 1
		SP:Iteration 63Q (16683.160000 sec): 3 clusters
  Score: Raw -1814804.456949 + Penalty 3131.848661 = -1811672.608288
  nChanged 0
		SP:Iteration 64F (16683.410000 sec): 3 clusters
  Score: Raw -1814804.456949 + Penalty 3131.848661 = -1811672.608288
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16683.500000 sec): 2 clusters
  Score: Raw -473349.527405 + Penalty 1349.359768 = -472000.167637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16683.700000 sec): 3 clusters
  Score: Raw -471348.413770 + Penalty 2698.719535 = -468649.694235
  nChanged 1577
		SP:Iteration 1F (16683.870000 sec): 3 clusters
  Score: Raw -472346.694383 + Penalty 2698.719535 = -469647.974848
  nChanged 360
		SP:Iteration 2F (16684.050000 sec): 3 clusters
  Score: Raw -472667.297732 + Penalty 2698.719535 = -469968.578197
  nChanged 294
		SP:Iteration 3F (16684.280000 sec): 3 clusters
  Score: Raw -472902.556984 + Penalty 2698.719535 = -470203.837449
  nChanged 235
		SP:Iteration 4F (16684.440000 sec): 3 clusters
  Score: Raw -473109.259158 + Penalty 2698.719535 = -470410.539623
  nChanged 216
		SP:Iteration 5F (16684.640000 sec): 3 clusters
  Score: Raw -473311.680400 + Penalty 2698.719535 = -470612.960865
  nChanged 190
		SP:Iteration 6Q (16684.830000 sec): 3 clusters
  Score: Raw -473465.798080 + Penalty 2698.719535 = -470767.078545
  nChanged 152
		SP:Iteration 7Q (16685.050000 sec): 3 clusters
  Score: Raw -473577.330997 + Penalty 2698.719535 = -470878.611462
  nChanged 133
		SP:Iteration 8Q (16685.250000 sec): 3 clusters
  Score: Raw -473676.509467 + Penalty 2698.719535 = -470977.789932
  nChanged 132
		SP:Iteration 9Q (16685.440000 sec): 3 clusters
  Score: Raw -473756.697940 + Penalty 2698.719535 = -471057.978405
  nChanged 102
		SP:Iteration 10Q (16685.610000 sec): 3 clusters
  Score: Raw -473824.842661 + Penalty 2698.719535 = -471126.123125
  nChanged 91
		SP:Iteration 11Q (16685.820000 sec): 3 clusters
  Score: Raw -473875.341437 + Penalty 2698.719535 = -471176.621902
  nChanged 68
		SP:Iteration 12Q (16686.050000 sec): 3 clusters
  Score: Raw -473910.338463 + Penalty 2698.719535 = -471211.618928
  nChanged 59
		SP:Iteration 13Q (16686.230000 sec): 3 clusters
  Score: Raw -473943.261164 + Penalty 2698.719535 = -471244.541629
  nChanged 48
		SP:Iteration 14Q (16686.390000 sec): 3 clusters
  Score: Raw -473963.724682 + Penalty 2698.719535 = -471265.005147
  nChanged 37
		SP:Iteration 15Q (16686.580000 sec): 3 clusters
  Score: Raw -473977.049949 + Penalty 2698.719535 = -471278.330414
  nChanged 32
		SP:Iteration 16Q (16686.740000 sec): 3 clusters
  Score: Raw -473987.179841 + Penalty 2698.719535 = -471288.460306
  nChanged 23
		SP:Iteration 17Q (16686.910000 sec): 3 clusters
  Score: Raw -473996.619628 + Penalty 2698.719535 = -471297.900093
  nChanged 20
		SP:Iteration 18Q (16687.100000 sec): 3 clusters
  Score: Raw -474002.806379 + Penalty 2698.719535 = -471304.086844
  nChanged 16
		SP:Iteration 19Q (16687.270000 sec): 3 clusters
  Score: Raw -474006.930337 + Penalty 2698.719535 = -471308.210802
  nChanged 11
		SP:Iteration 20F (16687.490000 sec): 3 clusters
  Score: Raw -474010.887729 + Penalty 2698.719535 = -471312.168194
  nChanged 19
		SP:Iteration 21Q (16687.670000 sec): 3 clusters
  Score: Raw -474016.608768 + Penalty 2698.719535 = -471317.889233
  nChanged 8
		SP:Iteration 22Q (16687.870000 sec): 3 clusters
  Score: Raw -474018.087153 + Penalty 2698.719535 = -471319.367618
  nChanged 8
		SP:Iteration 23Q (16688.050000 sec): 3 clusters
  Score: Raw -474019.789899 + Penalty 2698.719535 = -471321.070364
  nChanged 5
		SP:Iteration 24Q (16688.260000 sec): 3 clusters
  Score: Raw -474021.508635 + Penalty 2698.719535 = -471322.789099
  nChanged 5
		SP:Iteration 25Q (16688.410000 sec): 3 clusters
  Score: Raw -474022.399637 + Penalty 2698.719535 = -471323.680102
  nChanged 3
		SP:Iteration 26Q (16688.630000 sec): 3 clusters
  Score: Raw -474023.616015 + Penalty 2698.719535 = -471324.896480
  nChanged 3
		SP:Iteration 27Q (16688.810000 sec): 3 clusters
  Score: Raw -474024.034510 + Penalty 2698.719535 = -471325.314975
  nChanged 0
		SP:Iteration 28F (16688.990000 sec): 3 clusters
  Score: Raw -474024.034510 + Penalty 2698.719535 = -471325.314975
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16689.150000 sec): 2 clusters
  Score: Raw -444272.888277 + Penalty 1341.234106 = -442931.654171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16689.360000 sec): 3 clusters
  Score: Raw -442373.069412 + Penalty 2682.468212 = -439690.601201
  nChanged 1491
		SP:Iteration 1F (16689.530000 sec): 3 clusters
  Score: Raw -443397.738187 + Penalty 2682.468212 = -440715.269976
  nChanged 331
		SP:Iteration 2F (16689.760000 sec): 3 clusters
  Score: Raw -443665.196379 + Penalty 2682.468212 = -440982.728167
  nChanged 262
		SP:Iteration 3F (16689.960000 sec): 3 clusters
  Score: Raw -443855.465511 + Penalty 2682.468212 = -441172.997299
  nChanged 196
		SP:Iteration 4F (16690.180000 sec): 3 clusters
  Score: Raw -443981.516366 + Penalty 2682.468212 = -441299.048154
  nChanged 150
		SP:Iteration 5Q (16690.340000 sec): 3 clusters
  Score: Raw -444080.299291 + Penalty 2682.468212 = -441397.831079
  nChanged 119
		SP:Iteration 6Q (16690.570000 sec): 3 clusters
  Score: Raw -444150.970901 + Penalty 2682.468212 = -441468.502689
  nChanged 100
		SP:Iteration 7Q (16690.770000 sec): 3 clusters
  Score: Raw -444200.681848 + Penalty 2682.468212 = -441518.213636
  nChanged 73
		SP:Iteration 8Q (16690.990000 sec): 3 clusters
  Score: Raw -444231.684733 + Penalty 2682.468212 = -441549.216521
  nChanged 65
		SP:Iteration 9Q (16691.160000 sec): 3 clusters
  Score: Raw -444253.222476 + Penalty 2682.468212 = -441570.754265
  nChanged 38
		SP:Iteration 10Q (16691.360000 sec): 3 clusters
  Score: Raw -444267.344671 + Penalty 2682.468212 = -441584.876460
  nChanged 32
		SP:Iteration 11Q (16691.510000 sec): 3 clusters
  Score: Raw -444278.215002 + Penalty 2682.468212 = -441595.746790
  nChanged 20
		SP:Iteration 12Q (16691.680000 sec): 3 clusters
  Score: Raw -444284.817249 + Penalty 2682.468212 = -441602.349037
  nChanged 21
		SP:Iteration 13Q (16691.840000 sec): 3 clusters
  Score: Raw -444291.726584 + Penalty 2682.468212 = -441609.258373
  nChanged 15
		SP:Iteration 14Q (16692.030000 sec): 3 clusters
  Score: Raw -444296.718093 + Penalty 2682.468212 = -441614.249881
  nChanged 15
		SP:Iteration 15Q (16692.190000 sec): 3 clusters
  Score: Raw -444302.012414 + Penalty 2682.468212 = -441619.544203
  nChanged 18
		SP:Iteration 16Q (16692.430000 sec): 3 clusters
  Score: Raw -444307.625988 + Penalty 2682.468212 = -441625.157776
  nChanged 30
		SP:Iteration 17Q (16692.610000 sec): 3 clusters
  Score: Raw -444317.039622 + Penalty 2682.468212 = -441634.571410
  nChanged 23
		SP:Iteration 18Q (16692.790000 sec): 3 clusters
  Score: Raw -444323.753924 + Penalty 2682.468212 = -441641.285712
  nChanged 19
		SP:Iteration 19Q (16692.980000 sec): 3 clusters
  Score: Raw -444328.793144 + Penalty 2682.468212 = -441646.324933
  nChanged 8
		SP:Iteration 20F (16693.150000 sec): 3 clusters
  Score: Raw -444330.663770 + Penalty 2682.468212 = -441648.195559
  nChanged 15
		SP:Iteration 21Q (16693.350000 sec): 3 clusters
  Score: Raw -444334.420725 + Penalty 2682.468212 = -441651.952514
  nChanged 10
		SP:Iteration 22Q (16693.510000 sec): 3 clusters
  Score: Raw -444336.755500 + Penalty 2682.468212 = -441654.287289
  nChanged 7
		SP:Iteration 23Q (16693.660000 sec): 3 clusters
  Score: Raw -444338.444706 + Penalty 2682.468212 = -441655.976495
  nChanged 9
		SP:Iteration 24Q (16693.820000 sec): 3 clusters
  Score: Raw -444341.198406 + Penalty 2682.468212 = -441658.730195
  nChanged 8
		SP:Iteration 25Q (16694.010000 sec): 3 clusters
  Score: Raw -444343.183621 + Penalty 2682.468212 = -441660.715410
  nChanged 5
		SP:Iteration 26Q (16694.210000 sec): 3 clusters
  Score: Raw -444344.400788 + Penalty 2682.468212 = -441661.932577
  nChanged 5
		SP:Iteration 27Q (16694.370000 sec): 3 clusters
  Score: Raw -444345.503684 + Penalty 2682.468212 = -441663.035472
  nChanged 8
		SP:Iteration 28Q (16694.600000 sec): 3 clusters
  Score: Raw -444347.132256 + Penalty 2682.468212 = -441664.664045
  nChanged 5
		SP:Iteration 29Q (16694.770000 sec): 3 clusters
  Score: Raw -444348.159709 + Penalty 2682.468212 = -441665.691497
  nChanged 5
		SP:Iteration 30Q (16694.940000 sec): 3 clusters
  Score: Raw -444349.399819 + Penalty 2682.468212 = -441666.931608
  nChanged 2
		SP:Iteration 31Q (16695.190000 sec): 3 clusters
  Score: Raw -444349.789217 + Penalty 2682.468212 = -441667.321006
  nChanged 2
		SP:Iteration 32Q (16695.370000 sec): 3 clusters
  Score: Raw -444350.141920 + Penalty 2682.468212 = -441667.673708
  nChanged 2
		SP:Iteration 33Q (16695.520000 sec): 3 clusters
  Score: Raw -444350.430007 + Penalty 2682.468212 = -441667.961796
  nChanged 0
		SP:Iteration 34F (16695.740000 sec): 3 clusters
  Score: Raw -444350.430007 + Penalty 2682.468212 = -441667.961796
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16695.810000 sec): 2 clusters
  Score: Raw -39522.102963 + Penalty 964.420307 = -38557.682656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16696.000000 sec): 3 clusters
  Score: Raw -39532.096553 + Penalty 1928.840614 = -37603.255940
  nChanged 89
		SP:Iteration 1F (16696.150000 sec): 3 clusters
  Score: Raw -39784.218594 + Penalty 1928.840614 = -37855.377980
  nChanged 39
		SP:Iteration 2F (16696.340000 sec): 3 clusters
  Score: Raw -39952.276611 + Penalty 1928.840614 = -38023.435997
  nChanged 20
		SP:Iteration 3F (16696.500000 sec): 3 clusters
  Score: Raw -40080.909940 + Penalty 1928.840614 = -38152.069327
  nChanged 16
		SP:Iteration 4Q (16696.670000 sec): 3 clusters
  Score: Raw -40170.417091 + Penalty 1928.840614 = -38241.576478
  nChanged 10
		SP:Iteration 5Q (16696.830000 sec): 3 clusters
  Score: Raw -40212.816472 + Penalty 1928.840614 = -38283.975859
  nChanged 8
		SP:Iteration 6Q (16697.030000 sec): 3 clusters
  Score: Raw -40239.928116 + Penalty 1928.840614 = -38311.087502
  nChanged 5
		SP:Iteration 7Q (16697.200000 sec): 3 clusters
  Score: Raw -40254.513190 + Penalty 1928.840614 = -38325.672577
  nChanged 4
		SP:Iteration 8Q (16697.350000 sec): 3 clusters
  Score: Raw -40262.786131 + Penalty 1928.840614 = -38333.945518
  nChanged 3
		SP:Iteration 9Q (16697.480000 sec): 3 clusters
  Score: Raw -40270.500471 + Penalty 1928.840614 = -38341.659858
  nChanged 4
		SP:Iteration 10Q (16697.680000 sec): 3 clusters
  Score: Raw -40283.782525 + Penalty 1928.840614 = -38354.941911
  nChanged 3
		SP:Iteration 11Q (16697.820000 sec): 3 clusters
  Score: Raw -40300.889369 + Penalty 1928.840614 = -38372.048756
  nChanged 8
		SP:Iteration 12Q (16698.010000 sec): 3 clusters
  Score: Raw -40333.897157 + Penalty 1928.840614 = -38405.056543
  nChanged 6
		SP:Iteration 13Q (16698.170000 sec): 3 clusters
  Score: Raw -40364.763173 + Penalty 1928.840614 = -38435.922559
  nChanged 4
		SP:Iteration 14Q (16698.310000 sec): 3 clusters
  Score: Raw -40399.539753 + Penalty 1928.840614 = -38470.699139
  nChanged 4
		SP:Iteration 15Q (16698.470000 sec): 3 clusters
  Score: Raw -40427.794700 + Penalty 1928.840614 = -38498.954086
  nChanged 3
		SP:Iteration 16Q (16698.610000 sec): 3 clusters
  Score: Raw -40437.732237 + Penalty 1928.840614 = -38508.891624
  nChanged 3
		SP:Iteration 17Q (16698.790000 sec): 3 clusters
  Score: Raw -40444.726809 + Penalty 1928.840614 = -38515.886195
  nChanged 0
		SP:Iteration 18F (16698.970000 sec): 3 clusters
  Score: Raw -40444.726809 + Penalty 1928.840614 = -38515.886195
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16699.080000 sec): 2 clusters
  Score: Raw -59516.161634 + Penalty 1015.620977 = -58500.540657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16699.250000 sec): 3 clusters
  Score: Raw -59486.123867 + Penalty 2031.241954 = -57454.881913
  nChanged 111
		SP:Iteration 1F (16699.450000 sec): 3 clusters
  Score: Raw -59658.735189 + Penalty 2031.241954 = -57627.493235
  nChanged 28
		SP:Iteration 2F (16699.640000 sec): 3 clusters
  Score: Raw -59697.216156 + Penalty 2031.241954 = -57665.974202
  nChanged 11
		SP:Iteration 3Q (16699.850000 sec): 3 clusters
  Score: Raw -59712.086550 + Penalty 2031.241954 = -57680.844597
  nChanged 9
		SP:Iteration 4Q (16699.990000 sec): 3 clusters
  Score: Raw -59722.443679 + Penalty 2031.241954 = -57691.201725
  nChanged 2
		SP:Iteration 5Q (16700.160000 sec): 3 clusters
  Score: Raw -59724.673136 + Penalty 2031.241954 = -57693.431182
  nChanged 1
		SP:Iteration 6Q (16700.340000 sec): 3 clusters
  Score: Raw -59725.159232 + Penalty 2031.241954 = -57693.917278
  nChanged 0
		SP:Iteration 7F (16700.510000 sec): 3 clusters
  Score: Raw -59725.159232 + Penalty 2031.241954 = -57693.917278
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16700.660000 sec): 2 clusters
  Score: Raw -378843.100517 + Penalty 1316.128216 = -377526.972301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16700.800000 sec): 3 clusters
  Score: Raw -377255.140986 + Penalty 2632.256433 = -374622.884553
  nChanged 1277
		SP:Iteration 1F (16700.980000 sec): 3 clusters
  Score: Raw -378187.029873 + Penalty 2632.256433 = -375554.773440
  nChanged 336
		SP:Iteration 2F (16701.160000 sec): 3 clusters
  Score: Raw -378609.335004 + Penalty 2632.256433 = -375977.078571
  nChanged 287
		SP:Iteration 3F (16701.390000 sec): 3 clusters
  Score: Raw -378979.721184 + Penalty 2632.256433 = -376347.464751
  nChanged 251
		SP:Iteration 4F (16701.570000 sec): 3 clusters
  Score: Raw -379286.736830 + Penalty 2632.256433 = -376654.480397
  nChanged 190
		SP:Iteration 5F (16701.750000 sec): 3 clusters
  Score: Raw -379510.242376 + Penalty 2632.256433 = -376877.985944
  nChanged 135
		SP:Iteration 6Q (16701.940000 sec): 3 clusters
  Score: Raw -379684.200235 + Penalty 2632.256433 = -377051.943803
  nChanged 117
		SP:Iteration 7Q (16702.090000 sec): 3 clusters
  Score: Raw -379777.384165 + Penalty 2632.256433 = -377145.127732
  nChanged 84
		SP:Iteration 8Q (16702.230000 sec): 3 clusters
  Score: Raw -379817.908479 + Penalty 2632.256433 = -377185.652047
  nChanged 37
		SP:Iteration 9Q (16702.380000 sec): 3 clusters
  Score: Raw -379836.563070 + Penalty 2632.256433 = -377204.306637
  nChanged 36
		SP:Iteration 10Q (16702.520000 sec): 3 clusters
  Score: Raw -379854.639245 + Penalty 2632.256433 = -377222.382813
  nChanged 39
		SP:Iteration 11Q (16702.670000 sec): 3 clusters
  Score: Raw -379874.564819 + Penalty 2632.256433 = -377242.308386
  nChanged 27
		SP:Iteration 12Q (16702.860000 sec): 3 clusters
  Score: Raw -379886.482299 + Penalty 2632.256433 = -377254.225866
  nChanged 16
		SP:Iteration 13Q (16703.030000 sec): 3 clusters
  Score: Raw -379892.883828 + Penalty 2632.256433 = -377260.627395
  nChanged 13
		SP:Iteration 14Q (16703.170000 sec): 3 clusters
  Score: Raw -379896.591780 + Penalty 2632.256433 = -377264.335348
  nChanged 4
		SP:Iteration 15Q (16703.390000 sec): 3 clusters
  Score: Raw -379897.386933 + Penalty 2632.256433 = -377265.130500
  nChanged 3
		SP:Iteration 16Q (16703.560000 sec): 3 clusters
  Score: Raw -379898.112780 + Penalty 2632.256433 = -377265.856348
  nChanged 1
		SP:Iteration 17Q (16703.730000 sec): 3 clusters
  Score: Raw -379898.425778 + Penalty 2632.256433 = -377266.169345
  nChanged 2
		SP:Iteration 18Q (16703.930000 sec): 3 clusters
  Score: Raw -379898.914785 + Penalty 2632.256433 = -377266.658352
  nChanged 2
		SP:Iteration 19Q (16704.110000 sec): 3 clusters
  Score: Raw -379899.418348 + Penalty 2632.256433 = -377267.161915
  nChanged 1
		SP:Iteration 20F (16704.290000 sec): 3 clusters
  Score: Raw -379899.562371 + Penalty 2632.256433 = -377267.305938
  nChanged 1
		SP:Iteration 21Q (16704.510000 sec): 3 clusters
  Score: Raw -379899.803798 + Penalty 2632.256433 = -377267.547365
  nChanged 1
		SP:Iteration 22Q (16704.690000 sec): 3 clusters
  Score: Raw -379900.010566 + Penalty 2632.256433 = -377267.754133
  nChanged 2
		SP:Iteration 23Q (16704.900000 sec): 3 clusters
  Score: Raw -379900.408002 + Penalty 2632.256433 = -377268.151570
  nChanged 2
		SP:Iteration 24Q (16705.070000 sec): 3 clusters
  Score: Raw -379900.825293 + Penalty 2632.256433 = -377268.568861
  nChanged 5
		SP:Iteration 25Q (16705.230000 sec): 3 clusters
  Score: Raw -379902.010759 + Penalty 2632.256433 = -377269.754327
  nChanged 6
		SP:Iteration 26Q (16705.450000 sec): 3 clusters
  Score: Raw -379903.780790 + Penalty 2632.256433 = -377271.524358
  nChanged 8
		SP:Iteration 27Q (16705.610000 sec): 3 clusters
  Score: Raw -379906.719976 + Penalty 2632.256433 = -377274.463543
  nChanged 7
		SP:Iteration 28Q (16705.800000 sec): 3 clusters
  Score: Raw -379909.385753 + Penalty 2632.256433 = -377277.129321
  nChanged 13
		SP:Iteration 29Q (16706.000000 sec): 3 clusters
  Score: Raw -379913.948545 + Penalty 2632.256433 = -377281.692112
  nChanged 16
		SP:Iteration 30Q (16706.190000 sec): 3 clusters
  Score: Raw -379919.524875 + Penalty 2632.256433 = -377287.268443
  nChanged 10
		SP:Iteration 31Q (16706.360000 sec): 3 clusters
  Score: Raw -379923.168888 + Penalty 2632.256433 = -377290.912455
  nChanged 9
		SP:Iteration 32Q (16706.540000 sec): 3 clusters
  Score: Raw -379925.787082 + Penalty 2632.256433 = -377293.530650
  nChanged 11
		SP:Iteration 33Q (16706.740000 sec): 3 clusters
  Score: Raw -379930.424800 + Penalty 2632.256433 = -377298.168367
  nChanged 11
		SP:Iteration 34Q (16706.940000 sec): 3 clusters
  Score: Raw -379935.530484 + Penalty 2632.256433 = -377303.274051
  nChanged 17
		SP:Iteration 35Q (16707.150000 sec): 3 clusters
  Score: Raw -379942.369471 + Penalty 2632.256433 = -377310.113038
  nChanged 16
		SP:Iteration 36Q (16707.310000 sec): 3 clusters
  Score: Raw -379948.687976 + Penalty 2632.256433 = -377316.431544
  nChanged 13
		SP:Iteration 37Q (16707.490000 sec): 3 clusters
  Score: Raw -379953.736416 + Penalty 2632.256433 = -377321.479983
  nChanged 5
		SP:Iteration 38Q (16707.700000 sec): 3 clusters
  Score: Raw -379955.006319 + Penalty 2632.256433 = -377322.749887
  nChanged 3
		SP:Iteration 39Q (16707.900000 sec): 3 clusters
  Score: Raw -379955.664870 + Penalty 2632.256433 = -377323.408437
  nChanged 2
		SP:Iteration 40F (16708.080000 sec): 3 clusters
  Score: Raw -379956.339002 + Penalty 2632.256433 = -377324.082569
  nChanged 1
		SP:Iteration 41Q (16708.250000 sec): 3 clusters
  Score: Raw -379956.505388 + Penalty 2632.256433 = -377324.248956
  nChanged 0
		SP:Iteration 42F (16708.400000 sec): 3 clusters
  Score: Raw -379956.505388 + Penalty 2632.256433 = -377324.248956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16708.500000 sec): 2 clusters
  Score: Raw -109703.343197 + Penalty 1130.438635 = -108572.904563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16708.640000 sec): 3 clusters
  Score: Raw -109387.274763 + Penalty 2260.877269 = -107126.397494
  nChanged 337
		SP:Iteration 1F (16708.860000 sec): 3 clusters
  Score: Raw -109701.774599 + Penalty 2260.877269 = -107440.897330
  nChanged 82
		SP:Iteration 2F (16709.010000 sec): 3 clusters
  Score: Raw -109824.480284 + Penalty 2260.877269 = -107563.603015
  nChanged 62
		SP:Iteration 3F (16709.210000 sec): 3 clusters
  Score: Raw -109926.075704 + Penalty 2260.877269 = -107665.198435
  nChanged 62
		SP:Iteration 4F (16709.370000 sec): 3 clusters
  Score: Raw -110014.735130 + Penalty 2260.877269 = -107753.857861
  nChanged 43
		SP:Iteration 5Q (16709.530000 sec): 3 clusters
  Score: Raw -110097.473801 + Penalty 2260.877269 = -107836.596532
  nChanged 48
		SP:Iteration 6Q (16709.740000 sec): 3 clusters
  Score: Raw -110224.231533 + Penalty 2260.877269 = -107963.354264
  nChanged 54
		SP:Iteration 7F (16709.910000 sec): 3 clusters
  Score: Raw -110328.417691 + Penalty 2260.877269 = -108067.540422
  nChanged 44
		SP:Iteration 8Q (16710.050000 sec): 3 clusters
  Score: Raw -110411.926672 + Penalty 2260.877269 = -108151.049403
  nChanged 25
		SP:Iteration 9Q (16710.210000 sec): 3 clusters
  Score: Raw -110452.615210 + Penalty 2260.877269 = -108191.737941
  nChanged 16
		SP:Iteration 10Q (16710.420000 sec): 3 clusters
  Score: Raw -110485.047301 + Penalty 2260.877269 = -108224.170032
  nChanged 14
		SP:Iteration 11Q (16710.610000 sec): 3 clusters
  Score: Raw -110503.248227 + Penalty 2260.877269 = -108242.370958
  nChanged 10
		SP:Iteration 12Q (16710.770000 sec): 3 clusters
  Score: Raw -110509.859651 + Penalty 2260.877269 = -108248.982382
  nChanged 7
		SP:Iteration 13Q (16710.940000 sec): 3 clusters
  Score: Raw -110514.635809 + Penalty 2260.877269 = -108253.758540
  nChanged 4
		SP:Iteration 14Q (16711.060000 sec): 3 clusters
  Score: Raw -110516.952499 + Penalty 2260.877269 = -108256.075230
  nChanged 2
		SP:Iteration 15Q (16711.260000 sec): 3 clusters
  Score: Raw -110517.897124 + Penalty 2260.877269 = -108257.019855
  nChanged 0
		SP:Iteration 16F (16711.440000 sec): 3 clusters
  Score: Raw -110517.897124 + Penalty 2260.877269 = -108257.019855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16711.560000 sec): 2 clusters
  Score: Raw -265444.029609 + Penalty 1252.762604 = -264191.267005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16711.710000 sec): 3 clusters
  Score: Raw -264447.188787 + Penalty 2505.525208 = -261941.663579
  nChanged 806
		SP:Iteration 1F (16711.920000 sec): 3 clusters
  Score: Raw -264951.709259 + Penalty 2505.525208 = -262446.184051
  nChanged 179
		SP:Iteration 2F (16712.080000 sec): 3 clusters
  Score: Raw -265076.142017 + Penalty 2505.525208 = -262570.616808
  nChanged 101
		SP:Iteration 3Q (16712.270000 sec): 3 clusters
  Score: Raw -265145.849691 + Penalty 2505.525208 = -262640.324483
  nChanged 75
		SP:Iteration 4Q (16712.420000 sec): 3 clusters
  Score: Raw -265201.916772 + Penalty 2505.525208 = -262696.391564
  nChanged 59
		SP:Iteration 5Q (16712.620000 sec): 3 clusters
  Score: Raw -265241.394745 + Penalty 2505.525208 = -262735.869537
  nChanged 56
		SP:Iteration 6Q (16712.800000 sec): 3 clusters
  Score: Raw -265283.095507 + Penalty 2505.525208 = -262777.570298
  nChanged 46
		SP:Iteration 7Q (16712.930000 sec): 3 clusters
  Score: Raw -265308.416084 + Penalty 2505.525208 = -262802.890876
  nChanged 39
		SP:Iteration 8Q (16713.130000 sec): 3 clusters
  Score: Raw -265330.066089 + Penalty 2505.525208 = -262824.540880
  nChanged 34
		SP:Iteration 9Q (16713.310000 sec): 3 clusters
  Score: Raw -265347.671308 + Penalty 2505.525208 = -262842.146100
  nChanged 36
		SP:Iteration 10Q (16713.520000 sec): 3 clusters
  Score: Raw -265371.495936 + Penalty 2505.525208 = -262865.970728
  nChanged 34
		SP:Iteration 11Q (16713.700000 sec): 3 clusters
  Score: Raw -265390.450518 + Penalty 2505.525208 = -262884.925310
  nChanged 29
		SP:Iteration 12Q (16713.900000 sec): 3 clusters
  Score: Raw -265405.738096 + Penalty 2505.525208 = -262900.212888
  nChanged 21
		SP:Iteration 13Q (16714.090000 sec): 3 clusters
  Score: Raw -265415.529487 + Penalty 2505.525208 = -262910.004278
  nChanged 21
		SP:Iteration 14Q (16714.280000 sec): 3 clusters
  Score: Raw -265426.869788 + Penalty 2505.525208 = -262921.344579
  nChanged 15
		SP:Iteration 15Q (16714.450000 sec): 3 clusters
  Score: Raw -265435.657387 + Penalty 2505.525208 = -262930.132179
  nChanged 14
		SP:Iteration 16Q (16714.650000 sec): 3 clusters
  Score: Raw -265441.089469 + Penalty 2505.525208 = -262935.564260
  nChanged 9
		SP:Iteration 17Q (16714.800000 sec): 3 clusters
  Score: Raw -265445.701634 + Penalty 2505.525208 = -262940.176426
  nChanged 12
		SP:Iteration 18Q (16714.980000 sec): 3 clusters
  Score: Raw -265452.940837 + Penalty 2505.525208 = -262947.415629
  nChanged 14
		SP:Iteration 19Q (16715.150000 sec): 3 clusters
  Score: Raw -265459.991431 + Penalty 2505.525208 = -262954.466223
  nChanged 9
		SP:Iteration 20F (16715.330000 sec): 3 clusters
  Score: Raw -265464.462710 + Penalty 2505.525208 = -262958.937502
  nChanged 7
		SP:Iteration 21Q (16715.520000 sec): 3 clusters
  Score: Raw -265468.704097 + Penalty 2505.525208 = -262963.178888
  nChanged 12
		SP:Iteration 22Q (16715.730000 sec): 3 clusters
  Score: Raw -265475.836933 + Penalty 2505.525208 = -262970.311725
  nChanged 14
		SP:Iteration 23Q (16715.910000 sec): 3 clusters
  Score: Raw -265484.995546 + Penalty 2505.525208 = -262979.470338
  nChanged 18
		SP:Iteration 24Q (16716.110000 sec): 3 clusters
  Score: Raw -265495.196150 + Penalty 2505.525208 = -262989.670942
  nChanged 20
		SP:Iteration 25Q (16716.300000 sec): 3 clusters
  Score: Raw -265507.556238 + Penalty 2505.525208 = -263002.031030
  nChanged 24
		SP:Iteration 26Q (16716.480000 sec): 3 clusters
  Score: Raw -265523.498663 + Penalty 2505.525208 = -263017.973455
  nChanged 25
		SP:Iteration 27Q (16716.660000 sec): 3 clusters
  Score: Raw -265540.176479 + Penalty 2505.525208 = -263034.651271
  nChanged 23
		SP:Iteration 28Q (16716.830000 sec): 3 clusters
  Score: Raw -265552.746704 + Penalty 2505.525208 = -263047.221496
  nChanged 14
		SP:Iteration 29Q (16717.000000 sec): 3 clusters
  Score: Raw -265559.942664 + Penalty 2505.525208 = -263054.417456
  nChanged 15
		SP:Iteration 30Q (16717.150000 sec): 3 clusters
  Score: Raw -265568.785773 + Penalty 2505.525208 = -263063.260565
  nChanged 12
		SP:Iteration 31Q (16717.310000 sec): 3 clusters
  Score: Raw -265574.632444 + Penalty 2505.525208 = -263069.107236
  nChanged 21
		SP:Iteration 32Q (16717.500000 sec): 3 clusters
  Score: Raw -265587.089316 + Penalty 2505.525208 = -263081.564108
  nChanged 17
		SP:Iteration 33Q (16717.690000 sec): 3 clusters
  Score: Raw -265595.938305 + Penalty 2505.525208 = -263090.413097
  nChanged 14
		SP:Iteration 34Q (16717.870000 sec): 3 clusters
  Score: Raw -265601.718621 + Penalty 2505.525208 = -263096.193413
  nChanged 6
		SP:Iteration 35Q (16718.040000 sec): 3 clusters
  Score: Raw -265604.003213 + Penalty 2505.525208 = -263098.478005
  nChanged 6
		SP:Iteration 36Q (16718.210000 sec): 3 clusters
  Score: Raw -265608.227026 + Penalty 2505.525208 = -263102.701818
  nChanged 11
		SP:Iteration 37Q (16718.370000 sec): 3 clusters
  Score: Raw -265615.069253 + Penalty 2505.525208 = -263109.544045
  nChanged 7
		SP:Iteration 38Q (16718.580000 sec): 3 clusters
  Score: Raw -265617.259024 + Penalty 2505.525208 = -263111.733816
  nChanged 3
		SP:Iteration 39Q (16718.750000 sec): 3 clusters
  Score: Raw -265618.524471 + Penalty 2505.525208 = -263112.999263
  nChanged 4
		SP:Iteration 40F (16718.930000 sec): 3 clusters
  Score: Raw -265620.935860 + Penalty 2505.525208 = -263115.410652
  nChanged 8
		SP:Iteration 41Q (16719.110000 sec): 3 clusters
  Score: Raw -265624.354254 + Penalty 2505.525208 = -263118.829046
  nChanged 3
		SP:Iteration 42Q (16719.290000 sec): 3 clusters
  Score: Raw -265625.569238 + Penalty 2505.525208 = -263120.044030
  nChanged 3
		SP:Iteration 43Q (16719.480000 sec): 3 clusters
  Score: Raw -265626.982705 + Penalty 2505.525208 = -263121.457496
  nChanged 1
		SP:Iteration 44Q (16719.680000 sec): 3 clusters
  Score: Raw -265627.832613 + Penalty 2505.525208 = -263122.307405
  nChanged 2
		SP:Iteration 45Q (16719.800000 sec): 3 clusters
  Score: Raw -265628.551042 + Penalty 2505.525208 = -263123.025834
  nChanged 3
		SP:Iteration 46Q (16720.020000 sec): 3 clusters
  Score: Raw -265629.586527 + Penalty 2505.525208 = -263124.061318
  nChanged 4
		SP:Iteration 47Q (16720.200000 sec): 3 clusters
  Score: Raw -265631.258681 + Penalty 2505.525208 = -263125.733473
  nChanged 0
		SP:Iteration 48F (16720.360000 sec): 3 clusters
  Score: Raw -265631.258681 + Penalty 2505.525208 = -263125.733473
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16720.450000 sec): 2 clusters
  Score: Raw -311692.103571 + Penalty 1283.732990 = -310408.370581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16720.650000 sec): 3 clusters
  Score: Raw -310458.304314 + Penalty 2567.465980 = -307890.838334
  nChanged 997
		SP:Iteration 1F (16720.800000 sec): 3 clusters
  Score: Raw -311111.340148 + Penalty 2567.465980 = -308543.874168
  nChanged 251
		SP:Iteration 2F (16721.030000 sec): 3 clusters
  Score: Raw -311325.166620 + Penalty 2567.465980 = -308757.700640
  nChanged 202
		SP:Iteration 3F (16721.170000 sec): 3 clusters
  Score: Raw -311531.792689 + Penalty 2567.465980 = -308964.326709
  nChanged 169
		SP:Iteration 4F (16721.340000 sec): 3 clusters
  Score: Raw -311738.915893 + Penalty 2567.465980 = -309171.449913
  nChanged 155
		SP:Iteration 5F (16721.530000 sec): 3 clusters
  Score: Raw -311886.399137 + Penalty 2567.465980 = -309318.933157
  nChanged 98
		SP:Iteration 6Q (16721.750000 sec): 3 clusters
  Score: Raw -311960.613932 + Penalty 2567.465980 = -309393.147952
  nChanged 76
		SP:Iteration 7Q (16721.990000 sec): 3 clusters
  Score: Raw -312005.199104 + Penalty 2567.465980 = -309437.733124
  nChanged 40
		SP:Iteration 8Q (16722.150000 sec): 3 clusters
  Score: Raw -312022.437332 + Penalty 2567.465980 = -309454.971352
  nChanged 28
		SP:Iteration 9Q (16722.320000 sec): 3 clusters
  Score: Raw -312035.849466 + Penalty 2567.465980 = -309468.383486
  nChanged 21
		SP:Iteration 10Q (16722.530000 sec): 3 clusters
  Score: Raw -312044.631516 + Penalty 2567.465980 = -309477.165536
  nChanged 14
		SP:Iteration 11Q (16722.690000 sec): 3 clusters
  Score: Raw -312051.267198 + Penalty 2567.465980 = -309483.801218
  nChanged 11
		SP:Iteration 12Q (16722.850000 sec): 3 clusters
  Score: Raw -312054.921936 + Penalty 2567.465980 = -309487.455956
  nChanged 6
		SP:Iteration 13Q (16723.040000 sec): 3 clusters
  Score: Raw -312057.555505 + Penalty 2567.465980 = -309490.089525
  nChanged 3
		SP:Iteration 14Q (16723.240000 sec): 3 clusters
  Score: Raw -312058.753107 + Penalty 2567.465980 = -309491.287127
  nChanged 2
		SP:Iteration 15Q (16723.430000 sec): 3 clusters
  Score: Raw -312059.959308 + Penalty 2567.465980 = -309492.493328
  nChanged 3
		SP:Iteration 16Q (16723.620000 sec): 3 clusters
  Score: Raw -312060.708363 + Penalty 2567.465980 = -309493.242383
  nChanged 1
		SP:Iteration 17Q (16723.780000 sec): 3 clusters
  Score: Raw -312060.847750 + Penalty 2567.465980 = -309493.381770
  nChanged 0
		SP:Iteration 18F (16724.010000 sec): 3 clusters
  Score: Raw -312060.847750 + Penalty 2567.465980 = -309493.381770
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (5026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16724.130000 sec): 2 clusters
  Score: Raw -598076.470854 + Penalty 1384.886704 = -596691.584150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16724.320000 sec): 3 clusters
  Score: Raw -595539.233868 + Penalty 2769.773408 = -592769.460459
  nChanged 2040
		SP:Iteration 1F (16724.550000 sec): 3 clusters
  Score: Raw -596792.645171 + Penalty 2769.773408 = -594022.871762
  nChanged 369
		SP:Iteration 2F (16724.770000 sec): 3 clusters
  Score: Raw -597047.021576 + Penalty 2769.773408 = -594277.248167
  nChanged 296
		SP:Iteration 3F (16724.960000 sec): 3 clusters
  Score: Raw -597251.899151 + Penalty 2769.773408 = -594482.125743
  nChanged 261
		SP:Iteration 4F (16725.200000 sec): 3 clusters
  Score: Raw -597437.782484 + Penalty 2769.773408 = -594668.009076
  nChanged 225
		SP:Iteration 5Q (16725.450000 sec): 3 clusters
  Score: Raw -597600.842087 + Penalty 2769.773408 = -594831.068678
  nChanged 230
		SP:Iteration 6Q (16725.660000 sec): 3 clusters
  Score: Raw -597767.745053 + Penalty 2769.773408 = -594997.971644
  nChanged 213
		SP:Iteration 7Q (16725.850000 sec): 3 clusters
  Score: Raw -597919.907040 + Penalty 2769.773408 = -595150.133631
  nChanged 184
		SP:Iteration 8Q (16726.040000 sec): 3 clusters
  Score: Raw -598046.329800 + Penalty 2769.773408 = -595276.556392
  nChanged 151
		SP:Iteration 9Q (16726.280000 sec): 3 clusters
  Score: Raw -598151.022937 + Penalty 2769.773408 = -595381.249529
  nChanged 142
		SP:Iteration 10Q (16726.490000 sec): 3 clusters
  Score: Raw -598248.686944 + Penalty 2769.773408 = -595478.913536
  nChanged 132
		SP:Iteration 11Q (16726.690000 sec): 3 clusters
  Score: Raw -598336.147871 + Penalty 2769.773408 = -595566.374462
  nChanged 110
		SP:Iteration 12Q (16726.910000 sec): 3 clusters
  Score: Raw -598391.458810 + Penalty 2769.773408 = -595621.685402
  nChanged 82
		SP:Iteration 13Q (16727.070000 sec): 3 clusters
  Score: Raw -598435.891748 + Penalty 2769.773408 = -595666.118339
  nChanged 72
		SP:Iteration 14Q (16727.290000 sec): 3 clusters
  Score: Raw -598479.432110 + Penalty 2769.773408 = -595709.658702
  nChanged 54
		SP:Iteration 15Q (16727.480000 sec): 3 clusters
  Score: Raw -598510.131032 + Penalty 2769.773408 = -595740.357624
  nChanged 55
		SP:Iteration 16Q (16727.700000 sec): 3 clusters
  Score: Raw -598539.741938 + Penalty 2769.773408 = -595769.968530
  nChanged 51
		SP:Iteration 17Q (16727.860000 sec): 3 clusters
  Score: Raw -598567.093318 + Penalty 2769.773408 = -595797.319910
  nChanged 41
		SP:Iteration 18Q (16728.070000 sec): 3 clusters
  Score: Raw -598591.761462 + Penalty 2769.773408 = -595821.988054
  nChanged 43
		SP:Iteration 19Q (16728.260000 sec): 3 clusters
  Score: Raw -598620.517640 + Penalty 2769.773408 = -595850.744232
  nChanged 37
		SP:Iteration 20F (16728.450000 sec): 3 clusters
  Score: Raw -598642.685101 + Penalty 2769.773408 = -595872.911693
  nChanged 34
		SP:Iteration 21Q (16728.620000 sec): 3 clusters
  Score: Raw -598656.473503 + Penalty 2769.773408 = -595886.700095
  nChanged 24
		SP:Iteration 22Q (16728.820000 sec): 3 clusters
  Score: Raw -598666.080364 + Penalty 2769.773408 = -595896.306956
  nChanged 17
		SP:Iteration 23Q (16729.040000 sec): 3 clusters
  Score: Raw -598673.629874 + Penalty 2769.773408 = -595903.856465
  nChanged 12
		SP:Iteration 24Q (16729.240000 sec): 3 clusters
  Score: Raw -598677.546309 + Penalty 2769.773408 = -595907.772901
  nChanged 11
		SP:Iteration 25Q (16729.490000 sec): 3 clusters
  Score: Raw -598681.045505 + Penalty 2769.773408 = -595911.272097
  nChanged 15
		SP:Iteration 26Q (16729.680000 sec): 3 clusters
  Score: Raw -598686.701637 + Penalty 2769.773408 = -595916.928228
  nChanged 21
		SP:Iteration 27Q (16729.900000 sec): 3 clusters
  Score: Raw -598695.911914 + Penalty 2769.773408 = -595926.138506
  nChanged 10
		SP:Iteration 28Q (16730.100000 sec): 3 clusters
  Score: Raw -598699.365577 + Penalty 2769.773408 = -595929.592169
  nChanged 11
		SP:Iteration 29Q (16730.320000 sec): 3 clusters
  Score: Raw -598703.344378 + Penalty 2769.773408 = -595933.570970
  nChanged 11
		SP:Iteration 30Q (16730.480000 sec): 3 clusters
  Score: Raw -598706.861141 + Penalty 2769.773408 = -595937.087733
  nChanged 10
		SP:Iteration 31Q (16730.680000 sec): 3 clusters
  Score: Raw -598710.107335 + Penalty 2769.773408 = -595940.333926
  nChanged 10
		SP:Iteration 32Q (16730.930000 sec): 3 clusters
  Score: Raw -598714.631612 + Penalty 2769.773408 = -595944.858204
  nChanged 11
		SP:Iteration 33Q (16731.110000 sec): 3 clusters
  Score: Raw -598718.225243 + Penalty 2769.773408 = -595948.451835
  nChanged 8
		SP:Iteration 34Q (16731.300000 sec): 3 clusters
  Score: Raw -598720.759481 + Penalty 2769.773408 = -595950.986073
  nChanged 4
		SP:Iteration 35Q (16731.490000 sec): 3 clusters
  Score: Raw -598722.011546 + Penalty 2769.773408 = -595952.238137
  nChanged 3
		SP:Iteration 36Q (16731.660000 sec): 3 clusters
  Score: Raw -598722.794826 + Penalty 2769.773408 = -595953.021418
  nChanged 4
		SP:Iteration 37Q (16731.860000 sec): 3 clusters
  Score: Raw -598723.673639 + Penalty 2769.773408 = -595953.900230
  nChanged 2
		SP:Iteration 38Q (16732.050000 sec): 3 clusters
  Score: Raw -598723.965216 + Penalty 2769.773408 = -595954.191808
  nChanged 0
		SP:Iteration 39F (16732.230000 sec): 3 clusters
  Score: Raw -598723.965216 + Penalty 2769.773408 = -595954.191808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16732.360000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16732.560000 sec): 3 clusters
  Score: Raw -45404.255550 + Penalty 1952.864285 = -43451.391264
  nChanged 88
		SP:Iteration 1F (16732.740000 sec): 3 clusters
  Score: Raw -45556.332924 + Penalty 1952.864285 = -43603.468639
  nChanged 15
		SP:Iteration 2Q (16732.940000 sec): 3 clusters
  Score: Raw -45592.765869 + Penalty 1952.864285 = -43639.901584
  nChanged 12
		SP:Iteration 3Q (16733.110000 sec): 3 clusters
  Score: Raw -45615.075065 + Penalty 1952.864285 = -43662.210780
  nChanged 10
		SP:Iteration 4Q (16733.260000 sec): 3 clusters
  Score: Raw -45646.514557 + Penalty 1952.864285 = -43693.650272
  nChanged 6
		SP:Iteration 5Q (16733.460000 sec): 3 clusters
  Score: Raw -45666.313243 + Penalty 1952.864285 = -43713.448958
  nChanged 8
		SP:Iteration 6Q (16733.670000 sec): 3 clusters
  Score: Raw -45682.881838 + Penalty 1952.864285 = -43730.017553
  nChanged 3
		SP:Iteration 7Q (16733.870000 sec): 3 clusters
  Score: Raw -45685.508541 + Penalty 1952.864285 = -43732.644256
  nChanged 1
		SP:Iteration 8Q (16734.040000 sec): 3 clusters
  Score: Raw -45686.801233 + Penalty 1952.864285 = -43733.936947
  nChanged 0
		SP:Iteration 9F (16734.240000 sec): 3 clusters
  Score: Raw -45686.801233 + Penalty 1952.864285 = -43733.936947
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16734.320000 sec): 2 clusters
  Score: Raw -91021.925290 + Penalty 1082.551395 = -89939.373894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16734.520000 sec): 3 clusters
  Score: Raw -90787.720721 + Penalty 2165.102791 = -88622.617930
  nChanged 205
		SP:Iteration 1F (16734.710000 sec): 3 clusters
  Score: Raw -91003.671605 + Penalty 2165.102791 = -88838.568815
  nChanged 54
		SP:Iteration 2F (16734.890000 sec): 3 clusters
  Score: Raw -91090.063203 + Penalty 2165.102791 = -88924.960412
  nChanged 33
		SP:Iteration 3Q (16735.120000 sec): 3 clusters
  Score: Raw -91128.654018 + Penalty 2165.102791 = -88963.551228
  nChanged 20
		SP:Iteration 4Q (16735.290000 sec): 3 clusters
  Score: Raw -91148.718691 + Penalty 2165.102791 = -88983.615900
  nChanged 12
		SP:Iteration 5Q (16735.450000 sec): 3 clusters
  Score: Raw -91166.072746 + Penalty 2165.102791 = -89000.969955
  nChanged 15
		SP:Iteration 6Q (16735.640000 sec): 3 clusters
  Score: Raw -91186.039105 + Penalty 2165.102791 = -89020.936314
  nChanged 14
		SP:Iteration 7Q (16735.860000 sec): 3 clusters
  Score: Raw -91203.853218 + Penalty 2165.102791 = -89038.750428
  nChanged 12
		SP:Iteration 8Q (16736.010000 sec): 3 clusters
  Score: Raw -91220.228435 + Penalty 2165.102791 = -89055.125644
  nChanged 11
		SP:Iteration 9Q (16736.220000 sec): 3 clusters
  Score: Raw -91236.691299 + Penalty 2165.102791 = -89071.588508
  nChanged 6
		SP:Iteration 10Q (16736.400000 sec): 3 clusters
  Score: Raw -91250.025334 + Penalty 2165.102791 = -89084.922543
  nChanged 10
		SP:Iteration 11Q (16736.550000 sec): 3 clusters
  Score: Raw -91262.442623 + Penalty 2165.102791 = -89097.339832
  nChanged 9
		SP:Iteration 12Q (16736.760000 sec): 3 clusters
  Score: Raw -91274.164820 + Penalty 2165.102791 = -89109.062030
  nChanged 7
		SP:Iteration 13Q (16736.910000 sec): 3 clusters
  Score: Raw -91283.111506 + Penalty 2165.102791 = -89118.008716
  nChanged 5
		SP:Iteration 14Q (16737.090000 sec): 3 clusters
  Score: Raw -91289.120420 + Penalty 2165.102791 = -89124.017629
  nChanged 3
		SP:Iteration 15Q (16737.260000 sec): 3 clusters
  Score: Raw -91302.712869 + Penalty 2165.102791 = -89137.610078
  nChanged 6
		SP:Iteration 16Q (16737.450000 sec): 3 clusters
  Score: Raw -91312.472713 + Penalty 2165.102791 = -89147.369922
  nChanged 9
		SP:Iteration 17Q (16737.650000 sec): 3 clusters
  Score: Raw -91319.181548 + Penalty 2165.102791 = -89154.078757
  nChanged 5
		SP:Iteration 18Q (16737.780000 sec): 3 clusters
  Score: Raw -91326.055784 + Penalty 2165.102791 = -89160.952993
  nChanged 3
		SP:Iteration 19Q (16737.970000 sec): 3 clusters
  Score: Raw -91328.548136 + Penalty 2165.102791 = -89163.445345
  nChanged 5
		SP:Iteration 20F (16738.180000 sec): 3 clusters
  Score: Raw -91337.153805 + Penalty 2165.102791 = -89172.051014
  nChanged 5
		SP:Iteration 21Q (16738.370000 sec): 3 clusters
  Score: Raw -91347.490807 + Penalty 2165.102791 = -89182.388017
  nChanged 9
		SP:Iteration 22Q (16738.560000 sec): 3 clusters
  Score: Raw -91357.335487 + Penalty 2165.102791 = -89192.232696
  nChanged 8
		SP:Iteration 23Q (16738.750000 sec): 3 clusters
  Score: Raw -91366.378894 + Penalty 2165.102791 = -89201.276104
  nChanged 3
		SP:Iteration 24Q (16738.910000 sec): 3 clusters
  Score: Raw -91370.820308 + Penalty 2165.102791 = -89205.717517
  nChanged 5
		SP:Iteration 25Q (16739.100000 sec): 3 clusters
  Score: Raw -91378.276459 + Penalty 2165.102791 = -89213.173668
  nChanged 8
		SP:Iteration 26Q (16739.260000 sec): 3 clusters
  Score: Raw -91390.244147 + Penalty 2165.102791 = -89225.141356
  nChanged 14
		SP:Iteration 27Q (16739.460000 sec): 3 clusters
  Score: Raw -91412.073205 + Penalty 2165.102791 = -89246.970414
  nChanged 14
		SP:Iteration 28Q (16739.590000 sec): 3 clusters
  Score: Raw -91437.422515 + Penalty 2165.102791 = -89272.319724
  nChanged 14
		SP:Iteration 29Q (16739.810000 sec): 3 clusters
  Score: Raw -91479.539008 + Penalty 2165.102791 = -89314.436217
  nChanged 14
		SP:Iteration 30Q (16739.950000 sec): 3 clusters
  Score: Raw -91531.011812 + Penalty 2165.102791 = -89365.909022
  nChanged 20
		SP:Iteration 31Q (16740.170000 sec): 3 clusters
  Score: Raw -91608.023065 + Penalty 2165.102791 = -89442.920274
  nChanged 22
		SP:Iteration 32Q (16740.330000 sec): 3 clusters
  Score: Raw -91683.949851 + Penalty 2165.102791 = -89518.847060
  nChanged 21
		SP:Iteration 33Q (16740.510000 sec): 3 clusters
  Score: Raw -91753.792070 + Penalty 2165.102791 = -89588.689280
  nChanged 20
		SP:Iteration 34Q (16740.710000 sec): 3 clusters
  Score: Raw -91838.198670 + Penalty 2165.102791 = -89673.095880
  nChanged 13
		SP:Iteration 35Q (16740.860000 sec): 3 clusters
  Score: Raw -91896.436048 + Penalty 2165.102791 = -89731.333257
  nChanged 11
		SP:Iteration 36Q (16741.020000 sec): 3 clusters
  Score: Raw -91917.707183 + Penalty 2165.102791 = -89752.604393
  nChanged 7
		SP:Iteration 37Q (16741.220000 sec): 3 clusters
  Score: Raw -91932.826838 + Penalty 2165.102791 = -89767.724048
  nChanged 3
		SP:Iteration 38Q (16741.420000 sec): 3 clusters
  Score: Raw -91939.035594 + Penalty 2165.102791 = -89773.932804
  nChanged 2
		SP:Iteration 39Q (16741.600000 sec): 3 clusters
  Score: Raw -91941.756390 + Penalty 2165.102791 = -89776.653599
  nChanged 2
		SP:Iteration 40F (16741.760000 sec): 3 clusters
  Score: Raw -91945.710004 + Penalty 2165.102791 = -89780.607213
  nChanged 2
		SP:Iteration 41Q (16741.910000 sec): 3 clusters
  Score: Raw -91949.069926 + Penalty 2165.102791 = -89783.967136
  nChanged 1
		SP:Iteration 42Q (16742.080000 sec): 3 clusters
  Score: Raw -91949.900551 + Penalty 2165.102791 = -89784.797760
  nChanged 1
		SP:Iteration 43Q (16742.280000 sec): 3 clusters
  Score: Raw -91952.497130 + Penalty 2165.102791 = -89787.394339
  nChanged 1
		SP:Iteration 44Q (16742.440000 sec): 3 clusters
  Score: Raw -91953.257086 + Penalty 2165.102791 = -89788.154295
  nChanged 1
		SP:Iteration 45Q (16742.600000 sec): 3 clusters
  Score: Raw -91954.441311 + Penalty 2165.102791 = -89789.338521
  nChanged 1
		SP:Iteration 46Q (16742.780000 sec): 3 clusters
  Score: Raw -91955.517200 + Penalty 2165.102791 = -89790.414409
  nChanged 2
		SP:Iteration 47Q (16742.970000 sec): 3 clusters
  Score: Raw -91960.064316 + Penalty 2165.102791 = -89794.961525
  nChanged 2
		SP:Iteration 48Q (16743.140000 sec): 3 clusters
  Score: Raw -91963.801826 + Penalty 2165.102791 = -89798.699035
  nChanged 3
		SP:Iteration 49Q (16743.330000 sec): 3 clusters
  Score: Raw -91970.241310 + Penalty 2165.102791 = -89805.138519
  nChanged 2
		SP:Iteration 50Q (16743.480000 sec): 3 clusters
  Score: Raw -91975.160129 + Penalty 2165.102791 = -89810.057339
  nChanged 1
		SP:Iteration 51Q (16743.640000 sec): 3 clusters
  Score: Raw -91976.717219 + Penalty 2165.102791 = -89811.614428
  nChanged 0
		SP:Iteration 52F (16743.870000 sec): 3 clusters
  Score: Raw -91976.717219 + Penalty 2165.102791 = -89811.614428
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16743.980000 sec): 2 clusters
  Score: Raw -452551.673645 + Penalty 1342.540010 = -451209.133634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16744.160000 sec): 3 clusters
  Score: Raw -450607.461413 + Penalty 2685.080021 = -447922.381392
  nChanged 1546
		SP:Iteration 1F (16744.320000 sec): 3 clusters
  Score: Raw -451562.363600 + Penalty 2685.080021 = -448877.283579
  nChanged 330
		SP:Iteration 2F (16744.540000 sec): 3 clusters
  Score: Raw -451798.388648 + Penalty 2685.080021 = -449113.308627
  nChanged 233
		SP:Iteration 3F (16744.770000 sec): 3 clusters
  Score: Raw -451973.154696 + Penalty 2685.080021 = -449288.074675
  nChanged 223
		SP:Iteration 4F (16744.920000 sec): 3 clusters
  Score: Raw -452138.183225 + Penalty 2685.080021 = -449453.103204
  nChanged 182
		SP:Iteration 5Q (16745.120000 sec): 3 clusters
  Score: Raw -452261.342360 + Penalty 2685.080021 = -449576.262339
  nChanged 135
		SP:Iteration 6Q (16745.260000 sec): 3 clusters
  Score: Raw -452352.869662 + Penalty 2685.080021 = -449667.789641
  nChanged 141
		SP:Iteration 7Q (16745.470000 sec): 3 clusters
  Score: Raw -452452.057772 + Penalty 2685.080021 = -449766.977751
  nChanged 133
		SP:Iteration 8Q (16745.640000 sec): 3 clusters
  Score: Raw -452567.527155 + Penalty 2685.080021 = -449882.447135
  nChanged 169
		SP:Iteration 9Q (16745.810000 sec): 3 clusters
  Score: Raw -452750.506164 + Penalty 2685.080021 = -450065.426143
  nChanged 187
		SP:Iteration 10Q (16746.000000 sec): 3 clusters
  Score: Raw -452973.295650 + Penalty 2685.080021 = -450288.215629
  nChanged 209
		SP:Iteration 11F (16746.180000 sec): 3 clusters
  Score: Raw -453221.083837 + Penalty 2685.080021 = -450536.003816
  nChanged 211
		SP:Iteration 12F (16746.390000 sec): 3 clusters
  Score: Raw -453438.835511 + Penalty 2685.080021 = -450753.755490
  nChanged 165
		SP:Iteration 13Q (16746.560000 sec): 3 clusters
  Score: Raw -453583.136717 + Penalty 2685.080021 = -450898.056696
  nChanged 125
		SP:Iteration 14Q (16746.750000 sec): 3 clusters
  Score: Raw -453679.962174 + Penalty 2685.080021 = -450994.882153
  nChanged 93
		SP:Iteration 15Q (16746.980000 sec): 3 clusters
  Score: Raw -453737.332800 + Penalty 2685.080021 = -451052.252780
  nChanged 73
		SP:Iteration 16Q (16747.160000 sec): 3 clusters
  Score: Raw -453775.274340 + Penalty 2685.080021 = -451090.194319
  nChanged 56
		SP:Iteration 17Q (16747.370000 sec): 3 clusters
  Score: Raw -453808.213713 + Penalty 2685.080021 = -451123.133692
  nChanged 42
		SP:Iteration 18Q (16747.560000 sec): 3 clusters
  Score: Raw -453832.104325 + Penalty 2685.080021 = -451147.024304
  nChanged 31
		SP:Iteration 19Q (16747.740000 sec): 3 clusters
  Score: Raw -453844.473934 + Penalty 2685.080021 = -451159.393914
  nChanged 21
		SP:Iteration 20F (16747.910000 sec): 3 clusters
  Score: Raw -453853.301043 + Penalty 2685.080021 = -451168.221022
  nChanged 15
		SP:Iteration 21Q (16748.090000 sec): 3 clusters
  Score: Raw -453857.180879 + Penalty 2685.080021 = -451172.100858
  nChanged 8
		SP:Iteration 22Q (16748.240000 sec): 3 clusters
  Score: Raw -453860.371538 + Penalty 2685.080021 = -451175.291517
  nChanged 9
		SP:Iteration 23Q (16748.450000 sec): 3 clusters
  Score: Raw -453863.408631 + Penalty 2685.080021 = -451178.328610
  nChanged 10
		SP:Iteration 24Q (16748.620000 sec): 3 clusters
  Score: Raw -453866.321571 + Penalty 2685.080021 = -451181.241550
  nChanged 7
		SP:Iteration 25Q (16748.810000 sec): 3 clusters
  Score: Raw -453868.246724 + Penalty 2685.080021 = -451183.166703
  nChanged 8
		SP:Iteration 26Q (16749.020000 sec): 3 clusters
  Score: Raw -453870.807896 + Penalty 2685.080021 = -451185.727875
  nChanged 6
		SP:Iteration 27Q (16749.180000 sec): 3 clusters
  Score: Raw -453872.806329 + Penalty 2685.080021 = -451187.726309
  nChanged 6
		SP:Iteration 28Q (16749.400000 sec): 3 clusters
  Score: Raw -453874.063231 + Penalty 2685.080021 = -451188.983210
  nChanged 2
		SP:Iteration 29Q (16749.570000 sec): 3 clusters
  Score: Raw -453874.526416 + Penalty 2685.080021 = -451189.446395
  nChanged 1
		SP:Iteration 30Q (16749.740000 sec): 3 clusters
  Score: Raw -453874.629436 + Penalty 2685.080021 = -451189.549415
  nChanged 0
		SP:Iteration 31F (16749.960000 sec): 3 clusters
  Score: Raw -453874.629436 + Penalty 2685.080021 = -451189.549415
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16750.070000 sec): 2 clusters
  Score: Raw -14804.069008 + Penalty 916.232634 = -13887.836375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16750.260000 sec): 3 clusters
  Score: Raw -14981.475820 + Penalty 1832.465268 = -13149.010552
  nChanged 71
		SP:Iteration 1F (16750.430000 sec): 3 clusters
  Score: Raw -15268.245978 + Penalty 1832.465268 = -13435.780711
  nChanged 25
		SP:Iteration 2F (16750.590000 sec): 3 clusters
  Score: Raw -15397.196834 + Penalty 1832.465268 = -13564.731566
  nChanged 14
		SP:Iteration 3Q (16750.730000 sec): 3 clusters
  Score: Raw -15476.644673 + Penalty 1832.465268 = -13644.179405
  nChanged 12
		SP:Iteration 4Q (16750.930000 sec): 3 clusters
  Score: Raw -15563.558543 + Penalty 1832.465268 = -13731.093275
  nChanged 9
		SP:Iteration 5Q (16751.070000 sec): 3 clusters
  Score: Raw -15664.486942 + Penalty 1832.465268 = -13832.021674
  nChanged 7
		SP:Iteration 6Q (16751.230000 sec): 3 clusters
  Score: Raw -15805.495337 + Penalty 1832.465268 = -13973.030069
  nChanged 4
		SP:Iteration 7Q (16751.450000 sec): 3 clusters
  Score: Raw -15833.224300 + Penalty 1832.465268 = -14000.759032
  nChanged 3
		SP:Iteration 8Q (16751.630000 sec): 3 clusters
  Score: Raw -15855.958066 + Penalty 1832.465268 = -14023.492798
  nChanged 1
		SP:Iteration 9Q (16751.800000 sec): 3 clusters
  Score: Raw -15856.686279 + Penalty 1832.465268 = -14024.221011
  nChanged 0
		SP:Iteration 10F (16751.960000 sec): 3 clusters
  Score: Raw -15859.021833 + Penalty 1832.465268 = -14026.556565
  nChanged 1
		SP:Iteration 11Q (16752.160000 sec): 3 clusters
  Score: Raw -15863.111963 + Penalty 1832.465268 = -14030.646695
  nChanged 1
		SP:Iteration 12Q (16752.290000 sec): 3 clusters
  Score: Raw -15868.469746 + Penalty 1832.465268 = -14036.004478
  nChanged 1
		SP:Iteration 13Q (16752.500000 sec): 3 clusters
  Score: Raw -15870.724350 + Penalty 1832.465268 = -14038.259082
  nChanged 2
		SP:Iteration 14Q (16752.670000 sec): 3 clusters
  Score: Raw -15882.870426 + Penalty 1832.465268 = -14050.405159
  nChanged 0
		SP:Iteration 15F (16752.870000 sec): 3 clusters
  Score: Raw -15882.870426 + Penalty 1832.465268 = -14050.405159
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 115.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16752.930000 sec): 2 clusters
  Score: Raw -61470.569266 + Penalty 1018.420089 = -60452.149177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16753.150000 sec): 3 clusters
  Score: Raw -61362.585696 + Penalty 2036.840178 = -59325.745518
  nChanged 121
		SP:Iteration 1F (16753.320000 sec): 3 clusters
  Score: Raw -61510.895869 + Penalty 2036.840178 = -59474.055691
  nChanged 40
		SP:Iteration 2F (16753.500000 sec): 3 clusters
  Score: Raw -61586.512459 + Penalty 2036.840178 = -59549.672281
  nChanged 24
		SP:Iteration 3Q (16753.660000 sec): 3 clusters
  Score: Raw -61616.192366 + Penalty 2036.840178 = -59579.352187
  nChanged 9
		SP:Iteration 4Q (16753.880000 sec): 3 clusters
  Score: Raw -61628.646880 + Penalty 2036.840178 = -59591.806702
  nChanged 6
		SP:Iteration 5Q (16754.100000 sec): 3 clusters
  Score: Raw -61640.838169 + Penalty 2036.840178 = -59603.997991
  nChanged 6
		SP:Iteration 6Q (16754.230000 sec): 3 clusters
  Score: Raw -61655.116365 + Penalty 2036.840178 = -59618.276187
  nChanged 3
		SP:Iteration 7Q (16754.420000 sec): 3 clusters
  Score: Raw -61658.584526 + Penalty 2036.840178 = -59621.744348
  nChanged 3
		SP:Iteration 8Q (16754.590000 sec): 3 clusters
  Score: Raw -61663.865430 + Penalty 2036.840178 = -59627.025252
  nChanged 4
		SP:Iteration 9Q (16754.760000 sec): 3 clusters
  Score: Raw -61667.152174 + Penalty 2036.840178 = -59630.311995
  nChanged 0
		SP:Iteration 10F (16754.960000 sec): 3 clusters
  Score: Raw -61667.152174 + Penalty 2036.840178 = -59630.311995
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16755.080000 sec): 2 clusters
  Score: Raw -263018.347539 + Penalty 1245.684933 = -261772.662606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16755.240000 sec): 3 clusters
  Score: Raw -262084.996935 + Penalty 2491.369865 = -259593.627069
  nChanged 750
		SP:Iteration 1F (16755.420000 sec): 3 clusters
  Score: Raw -262579.026935 + Penalty 2491.369865 = -260087.657070
  nChanged 166
		SP:Iteration 2F (16755.620000 sec): 3 clusters
  Score: Raw -262690.289193 + Penalty 2491.369865 = -260198.919327
  nChanged 93
		SP:Iteration 3Q (16755.800000 sec): 3 clusters
  Score: Raw -262744.648318 + Penalty 2491.369865 = -260253.278453
  nChanged 54
		SP:Iteration 4Q (16755.990000 sec): 3 clusters
  Score: Raw -262772.759438 + Penalty 2491.369865 = -260281.389572
  nChanged 38
		SP:Iteration 5Q (16756.180000 sec): 3 clusters
  Score: Raw -262794.341498 + Penalty 2491.369865 = -260302.971633
  nChanged 36
		SP:Iteration 6Q (16756.370000 sec): 3 clusters
  Score: Raw -262810.491238 + Penalty 2491.369865 = -260319.121372
  nChanged 25
		SP:Iteration 7Q (16756.550000 sec): 3 clusters
  Score: Raw -262821.787967 + Penalty 2491.369865 = -260330.418101
  nChanged 20
		SP:Iteration 8Q (16756.760000 sec): 3 clusters
  Score: Raw -262830.478055 + Penalty 2491.369865 = -260339.108190
  nChanged 16
		SP:Iteration 9Q (16756.940000 sec): 3 clusters
  Score: Raw -262835.155259 + Penalty 2491.369865 = -260343.785394
  nChanged 9
		SP:Iteration 10Q (16757.140000 sec): 3 clusters
  Score: Raw -262837.567049 + Penalty 2491.369865 = -260346.197184
  nChanged 5
		SP:Iteration 11Q (16757.310000 sec): 3 clusters
  Score: Raw -262841.074032 + Penalty 2491.369865 = -260349.704166
  nChanged 6
		SP:Iteration 12Q (16757.480000 sec): 3 clusters
  Score: Raw -262843.126143 + Penalty 2491.369865 = -260351.756277
  nChanged 6
		SP:Iteration 13Q (16757.680000 sec): 3 clusters
  Score: Raw -262846.452550 + Penalty 2491.369865 = -260355.082685
  nChanged 5
		SP:Iteration 14Q (16757.870000 sec): 3 clusters
  Score: Raw -262848.854746 + Penalty 2491.369865 = -260357.484881
  nChanged 6
		SP:Iteration 15Q (16758.050000 sec): 3 clusters
  Score: Raw -262852.755201 + Penalty 2491.369865 = -260361.385335
  nChanged 7
		SP:Iteration 16Q (16758.240000 sec): 3 clusters
  Score: Raw -262854.333278 + Penalty 2491.369865 = -260362.963412
  nChanged 2
		SP:Iteration 17Q (16758.450000 sec): 3 clusters
  Score: Raw -262855.132303 + Penalty 2491.369865 = -260363.762438
  nChanged 2
		SP:Iteration 18Q (16758.630000 sec): 3 clusters
  Score: Raw -262857.064456 + Penalty 2491.369865 = -260365.694591
  nChanged 2
		SP:Iteration 19Q (16758.820000 sec): 3 clusters
  Score: Raw -262858.104201 + Penalty 2491.369865 = -260366.734336
  nChanged 3
		SP:Iteration 20F (16758.980000 sec): 3 clusters
  Score: Raw -262858.847104 + Penalty 2491.369865 = -260367.477238
  nChanged 2
		SP:Iteration 21Q (16759.170000 sec): 3 clusters
  Score: Raw -262859.754714 + Penalty 2491.369865 = -260368.384848
  nChanged 1
		SP:Iteration 22Q (16759.380000 sec): 3 clusters
  Score: Raw -262860.562080 + Penalty 2491.369865 = -260369.192215
  nChanged 2
		SP:Iteration 23Q (16759.580000 sec): 3 clusters
  Score: Raw -262860.793878 + Penalty 2491.369865 = -260369.424012
  nChanged 0
		SP:Iteration 24F (16759.760000 sec): 3 clusters
  Score: Raw -262860.793878 + Penalty 2491.369865 = -260369.424012
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16759.900000 sec): 2 clusters
  Score: Raw -997332.681717 + Penalty 1467.824722 = -995864.856995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16760.130000 sec): 3 clusters
  Score: Raw -992669.669214 + Penalty 2935.649445 = -989734.019770
  nChanged 3541
		SP:Iteration 1F (16760.340000 sec): 3 clusters
  Score: Raw -994663.987658 + Penalty 2935.649445 = -991728.338214
  nChanged 593
		SP:Iteration 2F (16760.540000 sec): 3 clusters
  Score: Raw -995006.154788 + Penalty 2935.649445 = -992070.505343
  nChanged 560
		SP:Iteration 3F (16760.720000 sec): 3 clusters
  Score: Raw -995309.478262 + Penalty 2935.649445 = -992373.828817
  nChanged 460
		SP:Iteration 4F (16760.940000 sec): 3 clusters
  Score: Raw -995548.667732 + Penalty 2935.649445 = -992613.018287
  nChanged 438
		SP:Iteration 5F (16761.140000 sec): 3 clusters
  Score: Raw -995801.537769 + Penalty 2935.649445 = -992865.888325
  nChanged 384
		SP:Iteration 6Q (16761.340000 sec): 3 clusters
  Score: Raw -996028.379805 + Penalty 2935.649445 = -993092.730361
  nChanged 390
		SP:Iteration 7Q (16761.540000 sec): 3 clusters
  Score: Raw -996260.928521 + Penalty 2935.649445 = -993325.279076
  nChanged 345
		SP:Iteration 8Q (16761.740000 sec): 3 clusters
  Score: Raw -996469.146226 + Penalty 2935.649445 = -993533.496781
  nChanged 294
		SP:Iteration 9Q (16761.910000 sec): 3 clusters
  Score: Raw -996639.546481 + Penalty 2935.649445 = -993703.897036
  nChanged 259
		SP:Iteration 10Q (16762.160000 sec): 3 clusters
  Score: Raw -996801.600212 + Penalty 2935.649445 = -993865.950767
  nChanged 247
		SP:Iteration 11Q (16762.320000 sec): 3 clusters
  Score: Raw -996931.664553 + Penalty 2935.649445 = -993996.015108
  nChanged 187
		SP:Iteration 12Q (16762.560000 sec): 3 clusters
  Score: Raw -997004.464409 + Penalty 2935.649445 = -994068.814964
  nChanged 133
		SP:Iteration 13Q (16762.740000 sec): 3 clusters
  Score: Raw -997055.530631 + Penalty 2935.649445 = -994119.881186
  nChanged 113
		SP:Iteration 14Q (16762.950000 sec): 3 clusters
  Score: Raw -997093.157192 + Penalty 2935.649445 = -994157.507747
  nChanged 87
		SP:Iteration 15Q (16763.160000 sec): 3 clusters
  Score: Raw -997122.700465 + Penalty 2935.649445 = -994187.051020
  nChanged 73
		SP:Iteration 16Q (16763.410000 sec): 3 clusters
  Score: Raw -997140.809190 + Penalty 2935.649445 = -994205.159745
  nChanged 60
		SP:Iteration 17Q (16763.580000 sec): 3 clusters
  Score: Raw -997157.837069 + Penalty 2935.649445 = -994222.187624
  nChanged 50
		SP:Iteration 18Q (16763.850000 sec): 3 clusters
  Score: Raw -997174.539804 + Penalty 2935.649445 = -994238.890359
  nChanged 47
		SP:Iteration 19Q (16764.030000 sec): 3 clusters
  Score: Raw -997189.666398 + Penalty 2935.649445 = -994254.016954
  nChanged 49
		SP:Iteration 20F (16764.220000 sec): 3 clusters
  Score: Raw -997203.777763 + Penalty 2935.649445 = -994268.128318
  nChanged 44
		SP:Iteration 21Q (16764.430000 sec): 3 clusters
  Score: Raw -997219.686006 + Penalty 2935.649445 = -994284.036562
  nChanged 42
		SP:Iteration 22Q (16764.650000 sec): 3 clusters
  Score: Raw -997233.932463 + Penalty 2935.649445 = -994298.283018
  nChanged 42
		SP:Iteration 23Q (16764.910000 sec): 3 clusters
  Score: Raw -997248.839308 + Penalty 2935.649445 = -994313.189863
  nChanged 57
		SP:Iteration 24Q (16765.150000 sec): 3 clusters
  Score: Raw -997268.971618 + Penalty 2935.649445 = -994333.322173
  nChanged 64
		SP:Iteration 25Q (16765.350000 sec): 3 clusters
  Score: Raw -997294.340482 + Penalty 2935.649445 = -994358.691038
  nChanged 46
		SP:Iteration 26Q (16765.570000 sec): 3 clusters
  Score: Raw -997310.859784 + Penalty 2935.649445 = -994375.210339
  nChanged 44
		SP:Iteration 27Q (16765.770000 sec): 3 clusters
  Score: Raw -997325.036134 + Penalty 2935.649445 = -994389.386689
  nChanged 42
		SP:Iteration 28Q (16766.000000 sec): 3 clusters
  Score: Raw -997337.124598 + Penalty 2935.649445 = -994401.475153
  nChanged 33
		SP:Iteration 29Q (16766.180000 sec): 3 clusters
  Score: Raw -997346.067568 + Penalty 2935.649445 = -994410.418123
  nChanged 31
		SP:Iteration 30Q (16766.390000 sec): 3 clusters
  Score: Raw -997354.868777 + Penalty 2935.649445 = -994419.219333
  nChanged 32
		SP:Iteration 31Q (16766.580000 sec): 3 clusters
  Score: Raw -997361.325596 + Penalty 2935.649445 = -994425.676151
  nChanged 20
		SP:Iteration 32Q (16766.790000 sec): 3 clusters
  Score: Raw -997365.454732 + Penalty 2935.649445 = -994429.805287
  nChanged 14
		SP:Iteration 33Q (16767.020000 sec): 3 clusters
  Score: Raw -997369.821836 + Penalty 2935.649445 = -994434.172392
  nChanged 17
		SP:Iteration 34Q (16767.240000 sec): 3 clusters
  Score: Raw -997373.997160 + Penalty 2935.649445 = -994438.347715
  nChanged 16
		SP:Iteration 35Q (16767.480000 sec): 3 clusters
  Score: Raw -997378.869966 + Penalty 2935.649445 = -994443.220521
  nChanged 21
		SP:Iteration 36Q (16767.690000 sec): 3 clusters
  Score: Raw -997385.480473 + Penalty 2935.649445 = -994449.831028
  nChanged 22
		SP:Iteration 37Q (16767.910000 sec): 3 clusters
  Score: Raw -997390.879207 + Penalty 2935.649445 = -994455.229762
  nChanged 18
		SP:Iteration 38Q (16768.090000 sec): 3 clusters
  Score: Raw -997395.907427 + Penalty 2935.649445 = -994460.257982
  nChanged 22
		SP:Iteration 39Q (16768.310000 sec): 3 clusters
  Score: Raw -997401.231251 + Penalty 2935.649445 = -994465.581806
  nChanged 20
		SP:Iteration 40F (16768.520000 sec): 3 clusters
  Score: Raw -997408.080508 + Penalty 2935.649445 = -994472.431063
  nChanged 22
		SP:Iteration 41Q (16768.700000 sec): 3 clusters
  Score: Raw -997414.002202 + Penalty 2935.649445 = -994478.352758
  nChanged 13
		SP:Iteration 42Q (16768.920000 sec): 3 clusters
  Score: Raw -997416.540082 + Penalty 2935.649445 = -994480.890637
  nChanged 15
		SP:Iteration 43Q (16769.150000 sec): 3 clusters
  Score: Raw -997420.524479 + Penalty 2935.649445 = -994484.875034
  nChanged 16
		SP:Iteration 44Q (16769.370000 sec): 3 clusters
  Score: Raw -997424.965954 + Penalty 2935.649445 = -994489.316509
  nChanged 11
		SP:Iteration 45Q (16769.560000 sec): 3 clusters
  Score: Raw -997426.893580 + Penalty 2935.649445 = -994491.244135
  nChanged 8
		SP:Iteration 46Q (16769.740000 sec): 3 clusters
  Score: Raw -997428.550492 + Penalty 2935.649445 = -994492.901048
  nChanged 9
		SP:Iteration 47Q (16770.000000 sec): 3 clusters
  Score: Raw -997431.386277 + Penalty 2935.649445 = -994495.736832
  nChanged 18
		SP:Iteration 48Q (16770.180000 sec): 3 clusters
  Score: Raw -997438.207259 + Penalty 2935.649445 = -994502.557814
  nChanged 21
		SP:Iteration 49Q (16770.420000 sec): 3 clusters
  Score: Raw -997443.980057 + Penalty 2935.649445 = -994508.330612
  nChanged 25
		SP:Iteration 50Q (16770.660000 sec): 3 clusters
  Score: Raw -997450.748567 + Penalty 2935.649445 = -994515.099122
  nChanged 20
		SP:Iteration 51Q (16770.840000 sec): 3 clusters
  Score: Raw -997456.239414 + Penalty 2935.649445 = -994520.589969
  nChanged 28
		SP:Iteration 52Q (16771.070000 sec): 3 clusters
  Score: Raw -997466.611772 + Penalty 2935.649445 = -994530.962328
  nChanged 22
		SP:Iteration 53Q (16771.270000 sec): 3 clusters
  Score: Raw -997474.237447 + Penalty 2935.649445 = -994538.588002
  nChanged 24
		SP:Iteration 54Q (16771.480000 sec): 3 clusters
  Score: Raw -997480.920640 + Penalty 2935.649445 = -994545.271195
  nChanged 21
		SP:Iteration 55Q (16771.710000 sec): 3 clusters
  Score: Raw -997487.298215 + Penalty 2935.649445 = -994551.648770
  nChanged 14
		SP:Iteration 56Q (16771.890000 sec): 3 clusters
  Score: Raw -997491.184928 + Penalty 2935.649445 = -994555.535483
  nChanged 12
		SP:Iteration 57Q (16772.110000 sec): 3 clusters
  Score: Raw -997495.078637 + Penalty 2935.649445 = -994559.429193
  nChanged 15
		SP:Iteration 58Q (16772.320000 sec): 3 clusters
  Score: Raw -997500.858000 + Penalty 2935.649445 = -994565.208556
  nChanged 17
		SP:Iteration 59Q (16772.540000 sec): 3 clusters
  Score: Raw -997506.410234 + Penalty 2935.649445 = -994570.760789
  nChanged 23
		SP:Iteration 60F (16772.730000 sec): 3 clusters
  Score: Raw -997514.663278 + Penalty 2935.649445 = -994579.013834
  nChanged 19
		SP:Iteration 61Q (16772.920000 sec): 3 clusters
  Score: Raw -997520.806753 + Penalty 2935.649445 = -994585.157308
  nChanged 17
		SP:Iteration 62Q (16773.110000 sec): 3 clusters
  Score: Raw -997526.977403 + Penalty 2935.649445 = -994591.327958
  nChanged 16
		SP:Iteration 63Q (16773.320000 sec): 3 clusters
  Score: Raw -997532.985424 + Penalty 2935.649445 = -994597.335979
  nChanged 19
		SP:Iteration 64Q (16773.570000 sec): 3 clusters
  Score: Raw -997539.231522 + Penalty 2935.649445 = -994603.582078
  nChanged 14
		SP:Iteration 65Q (16773.770000 sec): 3 clusters
  Score: Raw -997542.667219 + Penalty 2935.649445 = -994607.017774
  nChanged 12
		SP:Iteration 66Q (16773.970000 sec): 3 clusters
  Score: Raw -997544.730279 + Penalty 2935.649445 = -994609.080834
  nChanged 4
		SP:Iteration 67Q (16774.230000 sec): 3 clusters
  Score: Raw -997546.944140 + Penalty 2935.649445 = -994611.294695
  nChanged 9
		SP:Iteration 68Q (16774.440000 sec): 3 clusters
  Score: Raw -997550.186298 + Penalty 2935.649445 = -994614.536853
  nChanged 12
		SP:Iteration 69Q (16774.640000 sec): 3 clusters
  Score: Raw -997553.305945 + Penalty 2935.649445 = -994617.656501
  nChanged 7
		SP:Iteration 70Q (16774.840000 sec): 3 clusters
  Score: Raw -997554.646879 + Penalty 2935.649445 = -994618.997434
  nChanged 2
		SP:Iteration 71Q (16775.100000 sec): 3 clusters
  Score: Raw -997554.954005 + Penalty 2935.649445 = -994619.304561
  nChanged 1
		SP:Iteration 72Q (16775.260000 sec): 3 clusters
  Score: Raw -997555.190047 + Penalty 2935.649445 = -994619.540602
  nChanged 1
		SP:Iteration 73Q (16775.490000 sec): 3 clusters
  Score: Raw -997555.714585 + Penalty 2935.649445 = -994620.065140
  nChanged 4
		SP:Iteration 74Q (16775.690000 sec): 3 clusters
  Score: Raw -997556.645075 + Penalty 2935.649445 = -994620.995630
  nChanged 2
		SP:Iteration 75Q (16775.910000 sec): 3 clusters
  Score: Raw -997557.011366 + Penalty 2935.649445 = -994621.361921
  nChanged 1
		SP:Iteration 76Q (16776.090000 sec): 3 clusters
  Score: Raw -997557.083006 + Penalty 2935.649445 = -994621.433561
  nChanged 0
		SP:Iteration 77F (16776.330000 sec): 3 clusters
  Score: Raw -997557.083006 + Penalty 2935.649445 = -994621.433561
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16776.410000 sec): 2 clusters
  Score: Raw -682229.148448 + Penalty 1405.876752 = -680823.271696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16776.650000 sec): 3 clusters
  Score: Raw -679201.905787 + Penalty 2811.753504 = -676390.152283
  nChanged 2347
		SP:Iteration 1F (16776.800000 sec): 3 clusters
  Score: Raw -680529.971112 + Penalty 2811.753504 = -677718.217608
  nChanged 407
		SP:Iteration 2F (16776.990000 sec): 3 clusters
  Score: Raw -680772.197822 + Penalty 2811.753504 = -677960.444317
  nChanged 328
		SP:Iteration 3F (16777.230000 sec): 3 clusters
  Score: Raw -680988.153768 + Penalty 2811.753504 = -678176.400264
  nChanged 323
		SP:Iteration 4F (16777.410000 sec): 3 clusters
  Score: Raw -681228.498010 + Penalty 2811.753504 = -678416.744506
  nChanged 335
		SP:Iteration 5F (16777.620000 sec): 3 clusters
  Score: Raw -681508.449572 + Penalty 2811.753504 = -678696.696067
  nChanged 337
		SP:Iteration 6F (16777.790000 sec): 3 clusters
  Score: Raw -681784.296847 + Penalty 2811.753504 = -678972.543343
  nChanged 322
		SP:Iteration 7F (16777.990000 sec): 3 clusters
  Score: Raw -682033.321992 + Penalty 2811.753504 = -679221.568488
  nChanged 242
		SP:Iteration 8Q (16778.210000 sec): 3 clusters
  Score: Raw -682169.262957 + Penalty 2811.753504 = -679357.509453
  nChanged 182
		SP:Iteration 9Q (16778.370000 sec): 3 clusters
  Score: Raw -682255.847981 + Penalty 2811.753504 = -679444.094477
  nChanged 150
		SP:Iteration 10Q (16778.570000 sec): 3 clusters
  Score: Raw -682315.388521 + Penalty 2811.753504 = -679503.635017
  nChanged 97
		SP:Iteration 11Q (16778.750000 sec): 3 clusters
  Score: Raw -682345.736285 + Penalty 2811.753504 = -679533.982780
  nChanged 78
		SP:Iteration 12Q (16778.950000 sec): 3 clusters
  Score: Raw -682370.032961 + Penalty 2811.753504 = -679558.279457
  nChanged 58
		SP:Iteration 13Q (16779.110000 sec): 3 clusters
  Score: Raw -682386.805984 + Penalty 2811.753504 = -679575.052479
  nChanged 46
		SP:Iteration 14Q (16779.320000 sec): 3 clusters
  Score: Raw -682398.209661 + Penalty 2811.753504 = -679586.456157
  nChanged 37
		SP:Iteration 15Q (16779.530000 sec): 3 clusters
  Score: Raw -682405.144228 + Penalty 2811.753504 = -679593.390723
  nChanged 29
		SP:Iteration 16Q (16779.720000 sec): 3 clusters
  Score: Raw -682410.420636 + Penalty 2811.753504 = -679598.667132
  nChanged 18
		SP:Iteration 17Q (16779.910000 sec): 3 clusters
  Score: Raw -682413.617059 + Penalty 2811.753504 = -679601.863555
  nChanged 22
		SP:Iteration 18Q (16780.110000 sec): 3 clusters
  Score: Raw -682418.382629 + Penalty 2811.753504 = -679606.629125
  nChanged 20
		SP:Iteration 19Q (16780.340000 sec): 3 clusters
  Score: Raw -682422.841998 + Penalty 2811.753504 = -679611.088494
  nChanged 17
		SP:Iteration 20F (16780.570000 sec): 3 clusters
  Score: Raw -682426.629758 + Penalty 2811.753504 = -679614.876254
  nChanged 19
		SP:Iteration 21Q (16780.720000 sec): 3 clusters
  Score: Raw -682430.846082 + Penalty 2811.753504 = -679619.092577
  nChanged 20
		SP:Iteration 22Q (16780.920000 sec): 3 clusters
  Score: Raw -682433.807565 + Penalty 2811.753504 = -679622.054061
  nChanged 13
		SP:Iteration 23Q (16781.110000 sec): 3 clusters
  Score: Raw -682435.885883 + Penalty 2811.753504 = -679624.132379
  nChanged 10
		SP:Iteration 24Q (16781.270000 sec): 3 clusters
  Score: Raw -682437.859959 + Penalty 2811.753504 = -679626.106455
  nChanged 17
		SP:Iteration 25Q (16781.490000 sec): 3 clusters
  Score: Raw -682441.380836 + Penalty 2811.753504 = -679629.627332
  nChanged 14
		SP:Iteration 26Q (16781.730000 sec): 3 clusters
  Score: Raw -682443.818321 + Penalty 2811.753504 = -679632.064817
  nChanged 9
		SP:Iteration 27Q (16781.900000 sec): 3 clusters
  Score: Raw -682445.060724 + Penalty 2811.753504 = -679633.307220
  nChanged 4
		SP:Iteration 28Q (16782.100000 sec): 3 clusters
  Score: Raw -682446.206699 + Penalty 2811.753504 = -679634.453194
  nChanged 7
		SP:Iteration 29Q (16782.310000 sec): 3 clusters
  Score: Raw -682447.197009 + Penalty 2811.753504 = -679635.443505
  nChanged 3
		SP:Iteration 30Q (16782.470000 sec): 3 clusters
  Score: Raw -682447.666006 + Penalty 2811.753504 = -679635.912502
  nChanged 2
		SP:Iteration 31Q (16782.690000 sec): 3 clusters
  Score: Raw -682447.939747 + Penalty 2811.753504 = -679636.186243
  nChanged 1
		SP:Iteration 32Q (16782.900000 sec): 3 clusters
  Score: Raw -682448.039432 + Penalty 2811.753504 = -679636.285927
  nChanged 0
		SP:Iteration 33F (16783.120000 sec): 3 clusters
  Score: Raw -682448.039432 + Penalty 2811.753504 = -679636.285927
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (32333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16783.320000 sec): 2 clusters
  Score: Raw -3680150.681537 + Penalty 1687.374595 = -3678463.306942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16783.580000 sec): 3 clusters
  Score: Raw -3660093.862565 + Penalty 3374.749189 = -3656719.113376
  nChanged 14963
		SP:Iteration 1F (16783.940000 sec): 3 clusters
  Score: Raw -3668554.023546 + Penalty 3374.749189 = -3665179.274357
  nChanged 1618
		SP:Iteration 2F (16784.270000 sec): 3 clusters
  Score: Raw -3669186.040454 + Penalty 3374.749189 = -3665811.291265
  nChanged 1632
		SP:Iteration 3F (16784.600000 sec): 3 clusters
  Score: Raw -3669981.553356 + Penalty 3374.749189 = -3666606.804167
  nChanged 1787
		SP:Iteration 4F (16784.920000 sec): 3 clusters
  Score: Raw -3671004.131683 + Penalty 3374.749189 = -3667629.382494
  nChanged 1891
		SP:Iteration 5F (16785.250000 sec): 3 clusters
  Score: Raw -3672122.442286 + Penalty 3374.749189 = -3668747.693097
  nChanged 1842
		SP:Iteration 6F (16785.590000 sec): 3 clusters
  Score: Raw -3673258.936288 + Penalty 3374.749189 = -3669884.187098
  nChanged 1825
		SP:Iteration 7F (16785.950000 sec): 3 clusters
  Score: Raw -3674428.719861 + Penalty 3374.749189 = -3671053.970672
  nChanged 1674
		SP:Iteration 8F (16786.220000 sec): 3 clusters
  Score: Raw -3675515.899018 + Penalty 3374.749189 = -3672141.149829
  nChanged 1431
		SP:Iteration 9Q (16786.510000 sec): 3 clusters
  Score: Raw -3676381.607500 + Penalty 3374.749189 = -3673006.858310
  nChanged 1147
		SP:Iteration 10Q (16786.870000 sec): 3 clusters
  Score: Raw -3676981.055346 + Penalty 3374.749189 = -3673606.306157
  nChanged 903
		SP:Iteration 11Q (16787.200000 sec): 3 clusters
  Score: Raw -3677391.142121 + Penalty 3374.749189 = -3674016.392932
  nChanged 703
		SP:Iteration 12Q (16787.520000 sec): 3 clusters
  Score: Raw -3677684.664783 + Penalty 3374.749189 = -3674309.915594
  nChanged 632
		SP:Iteration 13Q (16787.820000 sec): 3 clusters
  Score: Raw -3677949.535114 + Penalty 3374.749189 = -3674574.785924
  nChanged 625
		SP:Iteration 14Q (16788.120000 sec): 3 clusters
  Score: Raw -3678205.400270 + Penalty 3374.749189 = -3674830.651080
  nChanged 584
		SP:Iteration 15Q (16788.380000 sec): 3 clusters
  Score: Raw -3678444.271267 + Penalty 3374.749189 = -3675069.522078
  nChanged 555
		SP:Iteration 16Q (16788.660000 sec): 3 clusters
  Score: Raw -3678688.184087 + Penalty 3374.749189 = -3675313.434898
  nChanged 581
		SP:Iteration 17Q (16788.960000 sec): 3 clusters
  Score: Raw -3678942.822226 + Penalty 3374.749189 = -3675568.073037
  nChanged 550
		SP:Iteration 18Q (16789.260000 sec): 3 clusters
  Score: Raw -3679170.657767 + Penalty 3374.749189 = -3675795.908577
  nChanged 524
		SP:Iteration 19Q (16789.600000 sec): 3 clusters
  Score: Raw -3679381.303028 + Penalty 3374.749189 = -3676006.553838
  nChanged 498
		SP:Iteration 20F (16789.920000 sec): 3 clusters
  Score: Raw -3679595.430875 + Penalty 3374.749189 = -3676220.681685
  nChanged 502
		SP:Iteration 21Q (16790.220000 sec): 3 clusters
  Score: Raw -3679816.082900 + Penalty 3374.749189 = -3676441.333711
  nChanged 500
		SP:Iteration 22Q (16790.490000 sec): 3 clusters
  Score: Raw -3680050.992656 + Penalty 3374.749189 = -3676676.243466
  nChanged 497
		SP:Iteration 23Q (16790.800000 sec): 3 clusters
  Score: Raw -3680285.396824 + Penalty 3374.749189 = -3676910.647635
  nChanged 445
		SP:Iteration 24Q (16791.110000 sec): 3 clusters
  Score: Raw -3680482.736631 + Penalty 3374.749189 = -3677107.987442
  nChanged 371
		SP:Iteration 25Q (16791.390000 sec): 3 clusters
  Score: Raw -3680641.541915 + Penalty 3374.749189 = -3677266.792726
  nChanged 326
		SP:Iteration 26Q (16791.710000 sec): 3 clusters
  Score: Raw -3680780.533297 + Penalty 3374.749189 = -3677405.784108
  nChanged 295
		SP:Iteration 27Q (16792.020000 sec): 3 clusters
  Score: Raw -3680905.734388 + Penalty 3374.749189 = -3677530.985198
  nChanged 250
		SP:Iteration 28Q (16792.350000 sec): 3 clusters
  Score: Raw -3681012.783851 + Penalty 3374.749189 = -3677638.034661
  nChanged 225
		SP:Iteration 29Q (16792.590000 sec): 3 clusters
  Score: Raw -3681096.351151 + Penalty 3374.749189 = -3677721.601961
  nChanged 176
		SP:Iteration 30Q (16792.880000 sec): 3 clusters
  Score: Raw -3681161.210466 + Penalty 3374.749189 = -3677786.461277
  nChanged 170
		SP:Iteration 31Q (16793.220000 sec): 3 clusters
  Score: Raw -3681228.983656 + Penalty 3374.749189 = -3677854.234467
  nChanged 156
		SP:Iteration 32Q (16793.510000 sec): 3 clusters
  Score: Raw -3681285.350656 + Penalty 3374.749189 = -3677910.601467
  nChanged 120
		SP:Iteration 33Q (16793.810000 sec): 3 clusters
  Score: Raw -3681326.275694 + Penalty 3374.749189 = -3677951.526505
  nChanged 94
		SP:Iteration 34Q (16794.160000 sec): 3 clusters
  Score: Raw -3681355.093644 + Penalty 3374.749189 = -3677980.344455
  nChanged 88
		SP:Iteration 35Q (16794.470000 sec): 3 clusters
  Score: Raw -3681382.758563 + Penalty 3374.749189 = -3678008.009373
  nChanged 76
		SP:Iteration 36Q (16794.760000 sec): 3 clusters
  Score: Raw -3681402.305475 + Penalty 3374.749189 = -3678027.556286
  nChanged 63
		SP:Iteration 37Q (16795.040000 sec): 3 clusters
  Score: Raw -3681417.060012 + Penalty 3374.749189 = -3678042.310822
  nChanged 48
		SP:Iteration 38Q (16795.390000 sec): 3 clusters
  Score: Raw -3681427.020078 + Penalty 3374.749189 = -3678052.270888
  nChanged 44
		SP:Iteration 39Q (16795.670000 sec): 3 clusters
  Score: Raw -3681437.513631 + Penalty 3374.749189 = -3678062.764442
  nChanged 38
		SP:Iteration 40F (16796.050000 sec): 3 clusters
  Score: Raw -3681447.966814 + Penalty 3374.749189 = -3678073.217625
  nChanged 38
		SP:Iteration 41Q (16796.350000 sec): 3 clusters
  Score: Raw -3681456.609466 + Penalty 3374.749189 = -3678081.860276
  nChanged 34
		SP:Iteration 42Q (16796.660000 sec): 3 clusters
  Score: Raw -3681463.643996 + Penalty 3374.749189 = -3678088.894807
  nChanged 25
		SP:Iteration 43Q (16797.000000 sec): 3 clusters
  Score: Raw -3681468.530687 + Penalty 3374.749189 = -3678093.781498
  nChanged 23
		SP:Iteration 44Q (16797.320000 sec): 3 clusters
  Score: Raw -3681473.811378 + Penalty 3374.749189 = -3678099.062189
  nChanged 26
		SP:Iteration 45Q (16797.610000 sec): 3 clusters
  Score: Raw -3681479.301484 + Penalty 3374.749189 = -3678104.552295
  nChanged 23
		SP:Iteration 46Q (16797.930000 sec): 3 clusters
  Score: Raw -3681483.839061 + Penalty 3374.749189 = -3678109.089871
  nChanged 25
		SP:Iteration 47Q (16798.250000 sec): 3 clusters
  Score: Raw -3681489.457013 + Penalty 3374.749189 = -3678114.707824
  nChanged 25
		SP:Iteration 48Q (16798.510000 sec): 3 clusters
  Score: Raw -3681494.247297 + Penalty 3374.749189 = -3678119.498108
  nChanged 19
		SP:Iteration 49Q (16798.860000 sec): 3 clusters
  Score: Raw -3681497.242233 + Penalty 3374.749189 = -3678122.493044
  nChanged 12
		SP:Iteration 50Q (16799.180000 sec): 3 clusters
  Score: Raw -3681499.382843 + Penalty 3374.749189 = -3678124.633653
  nChanged 7
		SP:Iteration 51Q (16799.470000 sec): 3 clusters
  Score: Raw -3681500.480880 + Penalty 3374.749189 = -3678125.731690
  nChanged 5
		SP:Iteration 52Q (16799.770000 sec): 3 clusters
  Score: Raw -3681501.122858 + Penalty 3374.749189 = -3678126.373668
  nChanged 5
		SP:Iteration 53Q (16800.100000 sec): 3 clusters
  Score: Raw -3681501.501145 + Penalty 3374.749189 = -3678126.751955
  nChanged 2
		SP:Iteration 54Q (16800.410000 sec): 3 clusters
  Score: Raw -3681501.748375 + Penalty 3374.749189 = -3678126.999185
  nChanged 4
		SP:Iteration 55Q (16800.710000 sec): 3 clusters
  Score: Raw -3681502.599017 + Penalty 3374.749189 = -3678127.849828
  nChanged 5
		SP:Iteration 56Q (16801.020000 sec): 3 clusters
  Score: Raw -3681503.428116 + Penalty 3374.749189 = -3678128.678927
  nChanged 6
		SP:Iteration 57Q (16801.320000 sec): 3 clusters
  Score: Raw -3681504.177117 + Penalty 3374.749189 = -3678129.427927
  nChanged 5
		SP:Iteration 58Q (16801.620000 sec): 3 clusters
  Score: Raw -3681504.834812 + Penalty 3374.749189 = -3678130.085622
  nChanged 3
		SP:Iteration 59Q (16801.940000 sec): 3 clusters
  Score: Raw -3681505.208560 + Penalty 3374.749189 = -3678130.459370
  nChanged 3
		SP:Iteration 60F (16802.220000 sec): 3 clusters
  Score: Raw -3681505.626390 + Penalty 3374.749189 = -3678130.877201
  nChanged 1
		SP:Iteration 61Q (16802.510000 sec): 3 clusters
  Score: Raw -3681505.801538 + Penalty 3374.749189 = -3678131.052349
  nChanged 1
		SP:Iteration 62Q (16802.860000 sec): 3 clusters
  Score: Raw -3681505.903148 + Penalty 3374.749189 = -3678131.153959
  nChanged 0
		SP:Iteration 63F (16803.180000 sec): 3 clusters
  Score: Raw -3681505.903148 + Penalty 3374.749189 = -3678131.153959
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16803.270000 sec): 2 clusters
  Score: Raw -30092.318529 + Penalty 914.488431 = -29177.830098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16803.480000 sec): 3 clusters
  Score: Raw -30167.240323 + Penalty 1828.976862 = -28338.263461
  nChanged 47
		SP:Iteration 1F (16803.680000 sec): 3 clusters
  Score: Raw -30284.580132 + Penalty 1828.976862 = -28455.603270
  nChanged 11
		SP:Iteration 2Q (16803.810000 sec): 3 clusters
  Score: Raw -30306.472698 + Penalty 1828.976862 = -28477.495836
  nChanged 8
		SP:Iteration 3Q (16804.020000 sec): 3 clusters
  Score: Raw -30331.007329 + Penalty 1828.976862 = -28502.030467
  nChanged 4
		SP:Iteration 4Q (16804.210000 sec): 3 clusters
  Score: Raw -30346.139757 + Penalty 1828.976862 = -28517.162895
  nChanged 6
		SP:Iteration 5Q (16804.380000 sec): 3 clusters
  Score: Raw -30368.791630 + Penalty 1828.976862 = -28539.814768
  nChanged 6
		SP:Iteration 6Q (16804.540000 sec): 3 clusters
  Score: Raw -30384.700627 + Penalty 1828.976862 = -28555.723765
  nChanged 3
		SP:Iteration 7Q (16804.750000 sec): 3 clusters
  Score: Raw -30394.303030 + Penalty 1828.976862 = -28565.326168
  nChanged 2
		SP:Iteration 8Q (16804.900000 sec): 3 clusters
  Score: Raw -30398.266974 + Penalty 1828.976862 = -28569.290112
  nChanged 2
		SP:Iteration 9Q (16805.090000 sec): 3 clusters
  Score: Raw -30403.414172 + Penalty 1828.976862 = -28574.437310
  nChanged 1
		SP:Iteration 10Q (16805.280000 sec): 3 clusters
  Score: Raw -30406.987616 + Penalty 1828.976862 = -28578.010754
  nChanged 0
		SP:Iteration 11F (16805.470000 sec): 3 clusters
  Score: Raw -30406.987616 + Penalty 1828.976862 = -28578.010754
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16805.580000 sec): 2 clusters
  Score: Raw -200782.771784 + Penalty 1206.426858 = -199576.344925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16805.780000 sec): 3 clusters
  Score: Raw -200097.453880 + Penalty 2412.853716 = -197684.600163
  nChanged 575
		SP:Iteration 1F (16805.930000 sec): 3 clusters
  Score: Raw -200454.066142 + Penalty 2412.853716 = -198041.212425
  nChanged 133
		SP:Iteration 2F (16806.090000 sec): 3 clusters
  Score: Raw -200535.488700 + Penalty 2412.853716 = -198122.634984
  nChanged 69
		SP:Iteration 3Q (16806.250000 sec): 3 clusters
  Score: Raw -200585.248986 + Penalty 2412.853716 = -198172.395270
  nChanged 44
		SP:Iteration 4Q (16806.400000 sec): 3 clusters
  Score: Raw -200620.570288 + Penalty 2412.853716 = -198207.716572
  nChanged 34
		SP:Iteration 5Q (16806.550000 sec): 3 clusters
  Score: Raw -200645.261368 + Penalty 2412.853716 = -198232.407651
  nChanged 25
		SP:Iteration 6Q (16806.730000 sec): 3 clusters
  Score: Raw -200659.476750 + Penalty 2412.853716 = -198246.623034
  nChanged 25
		SP:Iteration 7Q (16806.890000 sec): 3 clusters
  Score: Raw -200677.637311 + Penalty 2412.853716 = -198264.783595
  nChanged 22
		SP:Iteration 8Q (16807.070000 sec): 3 clusters
  Score: Raw -200690.450463 + Penalty 2412.853716 = -198277.596747
  nChanged 13
		SP:Iteration 9Q (16807.210000 sec): 3 clusters
  Score: Raw -200697.449558 + Penalty 2412.853716 = -198284.595841
  nChanged 7
		SP:Iteration 10Q (16807.380000 sec): 3 clusters
  Score: Raw -200705.180374 + Penalty 2412.853716 = -198292.326658
  nChanged 9
		SP:Iteration 11Q (16807.570000 sec): 3 clusters
  Score: Raw -200710.166348 + Penalty 2412.853716 = -198297.312632
  nChanged 3
		SP:Iteration 12Q (16807.740000 sec): 3 clusters
  Score: Raw -200711.235378 + Penalty 2412.853716 = -198298.381662
  nChanged 3
		SP:Iteration 13Q (16807.890000 sec): 3 clusters
  Score: Raw -200712.672416 + Penalty 2412.853716 = -198299.818700
  nChanged 3
		SP:Iteration 14Q (16808.050000 sec): 3 clusters
  Score: Raw -200713.854979 + Penalty 2412.853716 = -198301.001263
  nChanged 4
		SP:Iteration 15Q (16808.250000 sec): 3 clusters
  Score: Raw -200715.820511 + Penalty 2412.853716 = -198302.966795
  nChanged 5
		SP:Iteration 16Q (16808.400000 sec): 3 clusters
  Score: Raw -200720.092710 + Penalty 2412.853716 = -198307.238994
  nChanged 5
		SP:Iteration 17Q (16808.570000 sec): 3 clusters
  Score: Raw -200724.575675 + Penalty 2412.853716 = -198311.721959
  nChanged 7
		SP:Iteration 18Q (16808.740000 sec): 3 clusters
  Score: Raw -200728.027410 + Penalty 2412.853716 = -198315.173694
  nChanged 7
		SP:Iteration 19Q (16808.940000 sec): 3 clusters
  Score: Raw -200731.893767 + Penalty 2412.853716 = -198319.040051
  nChanged 6
		SP:Iteration 20F (16809.090000 sec): 3 clusters
  Score: Raw -200734.724734 + Penalty 2412.853716 = -198321.871018
  nChanged 4
		SP:Iteration 21Q (16809.270000 sec): 3 clusters
  Score: Raw -200737.340688 + Penalty 2412.853716 = -198324.486972
  nChanged 8
		SP:Iteration 22Q (16809.440000 sec): 3 clusters
  Score: Raw -200741.098696 + Penalty 2412.853716 = -198328.244979
  nChanged 4
		SP:Iteration 23Q (16809.590000 sec): 3 clusters
  Score: Raw -200743.309279 + Penalty 2412.853716 = -198330.455563
  nChanged 3
		SP:Iteration 24Q (16809.810000 sec): 3 clusters
  Score: Raw -200744.736869 + Penalty 2412.853716 = -198331.883153
  nChanged 2
		SP:Iteration 25Q (16809.960000 sec): 3 clusters
  Score: Raw -200745.943881 + Penalty 2412.853716 = -198333.090165
  nChanged 3
		SP:Iteration 26Q (16810.140000 sec): 3 clusters
  Score: Raw -200747.221832 + Penalty 2412.853716 = -198334.368115
  nChanged 2
		SP:Iteration 27Q (16810.350000 sec): 3 clusters
  Score: Raw -200748.756217 + Penalty 2412.853716 = -198335.902501
  nChanged 2
		SP:Iteration 28Q (16810.540000 sec): 3 clusters
  Score: Raw -200749.213602 + Penalty 2412.853716 = -198336.359885
  nChanged 0
		SP:Iteration 29F (16810.730000 sec): 3 clusters
  Score: Raw -200749.213602 + Penalty 2412.853716 = -198336.359885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16810.790000 sec): 2 clusters
  Score: Raw -282508.341535 + Penalty 1268.389627 = -281239.951909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16810.960000 sec): 3 clusters
  Score: Raw -281376.423023 + Penalty 2536.779253 = -278839.643770
  nChanged 906
		SP:Iteration 1F (16811.190000 sec): 3 clusters
  Score: Raw -282050.929167 + Penalty 2536.779253 = -279514.149913
  nChanged 249
		SP:Iteration 2F (16811.340000 sec): 3 clusters
  Score: Raw -282280.721911 + Penalty 2536.779253 = -279743.942657
  nChanged 172
		SP:Iteration 3F (16811.530000 sec): 3 clusters
  Score: Raw -282419.851309 + Penalty 2536.779253 = -279883.072056
  nChanged 108
		SP:Iteration 4Q (16811.740000 sec): 3 clusters
  Score: Raw -282501.312119 + Penalty 2536.779253 = -279964.532866
  nChanged 89
		SP:Iteration 5Q (16811.900000 sec): 3 clusters
  Score: Raw -282578.802003 + Penalty 2536.779253 = -280042.022750
  nChanged 72
		SP:Iteration 6Q (16812.080000 sec): 3 clusters
  Score: Raw -282630.360667 + Penalty 2536.779253 = -280093.581414
  nChanged 55
		SP:Iteration 7Q (16812.270000 sec): 3 clusters
  Score: Raw -282675.469776 + Penalty 2536.779253 = -280138.690523
  nChanged 53
		SP:Iteration 8Q (16812.450000 sec): 3 clusters
  Score: Raw -282720.376282 + Penalty 2536.779253 = -280183.597029
  nChanged 53
		SP:Iteration 9Q (16812.620000 sec): 3 clusters
  Score: Raw -282760.927438 + Penalty 2536.779253 = -280224.148184
  nChanged 46
		SP:Iteration 10Q (16812.810000 sec): 3 clusters
  Score: Raw -282802.060703 + Penalty 2536.779253 = -280265.281450
  nChanged 41
		SP:Iteration 11Q (16812.990000 sec): 3 clusters
  Score: Raw -282839.922645 + Penalty 2536.779253 = -280303.143392
  nChanged 44
		SP:Iteration 12Q (16813.160000 sec): 3 clusters
  Score: Raw -282867.228713 + Penalty 2536.779253 = -280330.449460
  nChanged 32
		SP:Iteration 13Q (16813.330000 sec): 3 clusters
  Score: Raw -282889.539828 + Penalty 2536.779253 = -280352.760575
  nChanged 26
		SP:Iteration 14Q (16813.520000 sec): 3 clusters
  Score: Raw -282907.611766 + Penalty 2536.779253 = -280370.832512
  nChanged 17
		SP:Iteration 15Q (16813.690000 sec): 3 clusters
  Score: Raw -282918.126771 + Penalty 2536.779253 = -280381.347518
  nChanged 13
		SP:Iteration 16Q (16813.890000 sec): 3 clusters
  Score: Raw -282925.876107 + Penalty 2536.779253 = -280389.096854
  nChanged 14
		SP:Iteration 17Q (16814.060000 sec): 3 clusters
  Score: Raw -282933.228486 + Penalty 2536.779253 = -280396.449233
  nChanged 18
		SP:Iteration 18Q (16814.200000 sec): 3 clusters
  Score: Raw -282943.311530 + Penalty 2536.779253 = -280406.532276
  nChanged 16
		SP:Iteration 19Q (16814.380000 sec): 3 clusters
  Score: Raw -282954.119107 + Penalty 2536.779253 = -280417.339853
  nChanged 16
		SP:Iteration 20F (16814.550000 sec): 3 clusters
  Score: Raw -282964.330134 + Penalty 2536.779253 = -280427.550881
  nChanged 14
		SP:Iteration 21Q (16814.730000 sec): 3 clusters
  Score: Raw -282974.622794 + Penalty 2536.779253 = -280437.843541
  nChanged 10
		SP:Iteration 22Q (16814.930000 sec): 3 clusters
  Score: Raw -282980.096992 + Penalty 2536.779253 = -280443.317739
  nChanged 12
		SP:Iteration 23Q (16815.100000 sec): 3 clusters
  Score: Raw -282988.565383 + Penalty 2536.779253 = -280451.786130
  nChanged 10
		SP:Iteration 24Q (16815.250000 sec): 3 clusters
  Score: Raw -282992.561874 + Penalty 2536.779253 = -280455.782621
  nChanged 7
		SP:Iteration 25Q (16815.450000 sec): 3 clusters
  Score: Raw -282995.668069 + Penalty 2536.779253 = -280458.888816
  nChanged 6
		SP:Iteration 26Q (16815.630000 sec): 3 clusters
  Score: Raw -282999.702273 + Penalty 2536.779253 = -280462.923020
  nChanged 7
		SP:Iteration 27Q (16815.800000 sec): 3 clusters
  Score: Raw -283002.537550 + Penalty 2536.779253 = -280465.758297
  nChanged 6
		SP:Iteration 28Q (16815.970000 sec): 3 clusters
  Score: Raw -283006.333512 + Penalty 2536.779253 = -280469.554259
  nChanged 9
		SP:Iteration 29Q (16816.130000 sec): 3 clusters
  Score: Raw -283011.228517 + Penalty 2536.779253 = -280474.449264
  nChanged 6
		SP:Iteration 30Q (16816.320000 sec): 3 clusters
  Score: Raw -283013.646927 + Penalty 2536.779253 = -280476.867674
  nChanged 5
		SP:Iteration 31Q (16816.530000 sec): 3 clusters
  Score: Raw -283015.652774 + Penalty 2536.779253 = -280478.873521
  nChanged 2
		SP:Iteration 32Q (16816.710000 sec): 3 clusters
  Score: Raw -283016.437899 + Penalty 2536.779253 = -280479.658646
  nChanged 2
		SP:Iteration 33Q (16816.860000 sec): 3 clusters
  Score: Raw -283017.175640 + Penalty 2536.779253 = -280480.396387
  nChanged 0
		SP:Iteration 34F (16817.020000 sec): 3 clusters
  Score: Raw -283017.175640 + Penalty 2536.779253 = -280480.396387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16817.140000 sec): 2 clusters
  Score: Raw -612121.625415 + Penalty 1386.942880 = -610734.682535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16817.370000 sec): 3 clusters
  Score: Raw -609476.947540 + Penalty 2773.885761 = -606703.061780
  nChanged 1992
		SP:Iteration 1F (16817.530000 sec): 3 clusters
  Score: Raw -610564.090802 + Penalty 2773.885761 = -607790.205041
  nChanged 381
		SP:Iteration 2F (16817.760000 sec): 3 clusters
  Score: Raw -610750.085205 + Penalty 2773.885761 = -607976.199444
  nChanged 260
		SP:Iteration 3F (16817.940000 sec): 3 clusters
  Score: Raw -610869.882162 + Penalty 2773.885761 = -608095.996401
  nChanged 195
		SP:Iteration 4Q (16818.100000 sec): 3 clusters
  Score: Raw -610956.074660 + Penalty 2773.885761 = -608182.188900
  nChanged 168
		SP:Iteration 5Q (16818.310000 sec): 3 clusters
  Score: Raw -611029.480867 + Penalty 2773.885761 = -608255.595107
  nChanged 138
		SP:Iteration 6Q (16818.500000 sec): 3 clusters
  Score: Raw -611097.375938 + Penalty 2773.885761 = -608323.490178
  nChanged 135
		SP:Iteration 7Q (16818.690000 sec): 3 clusters
  Score: Raw -611170.151710 + Penalty 2773.885761 = -608396.265949
  nChanged 153
		SP:Iteration 8Q (16818.860000 sec): 3 clusters
  Score: Raw -611241.370554 + Penalty 2773.885761 = -608467.484793
  nChanged 127
		SP:Iteration 9Q (16819.090000 sec): 3 clusters
  Score: Raw -611306.933551 + Penalty 2773.885761 = -608533.047790
  nChanged 142
		SP:Iteration 10Q (16819.250000 sec): 3 clusters
  Score: Raw -611382.662963 + Penalty 2773.885761 = -608608.777203
  nChanged 120
		SP:Iteration 11Q (16819.440000 sec): 3 clusters
  Score: Raw -611460.894693 + Penalty 2773.885761 = -608687.008932
  nChanged 123
		SP:Iteration 12Q (16819.670000 sec): 3 clusters
  Score: Raw -611545.763839 + Penalty 2773.885761 = -608771.878079
  nChanged 129
		SP:Iteration 13Q (16819.870000 sec): 3 clusters
  Score: Raw -611628.718208 + Penalty 2773.885761 = -608854.832448
  nChanged 137
		SP:Iteration 14Q (16820.040000 sec): 3 clusters
  Score: Raw -611701.716009 + Penalty 2773.885761 = -608927.830249
  nChanged 120
		SP:Iteration 15Q (16820.270000 sec): 3 clusters
  Score: Raw -611769.263895 + Penalty 2773.885761 = -608995.378135
  nChanged 101
		SP:Iteration 16Q (16820.470000 sec): 3 clusters
  Score: Raw -611825.726721 + Penalty 2773.885761 = -609051.840960
  nChanged 97
		SP:Iteration 17Q (16820.660000 sec): 3 clusters
  Score: Raw -611874.107739 + Penalty 2773.885761 = -609100.221978
  nChanged 80
		SP:Iteration 18Q (16820.830000 sec): 3 clusters
  Score: Raw -611927.658115 + Penalty 2773.885761 = -609153.772355
  nChanged 93
		SP:Iteration 19Q (16821.060000 sec): 3 clusters
  Score: Raw -611980.200105 + Penalty 2773.885761 = -609206.314345
  nChanged 87
		SP:Iteration 20F (16821.230000 sec): 3 clusters
  Score: Raw -612030.468796 + Penalty 2773.885761 = -609256.583035
  nChanged 87
		SP:Iteration 21Q (16821.440000 sec): 3 clusters
  Score: Raw -612087.713682 + Penalty 2773.885761 = -609313.827921
  nChanged 89
		SP:Iteration 22Q (16821.620000 sec): 3 clusters
  Score: Raw -612152.215493 + Penalty 2773.885761 = -609378.329733
  nChanged 82
		SP:Iteration 23Q (16821.790000 sec): 3 clusters
  Score: Raw -612209.769396 + Penalty 2773.885761 = -609435.883635
  nChanged 66
		SP:Iteration 24Q (16821.990000 sec): 3 clusters
  Score: Raw -612251.018928 + Penalty 2773.885761 = -609477.133167
  nChanged 61
		SP:Iteration 25Q (16822.180000 sec): 3 clusters
  Score: Raw -612292.737494 + Penalty 2773.885761 = -609518.851733
  nChanged 58
		SP:Iteration 26Q (16822.410000 sec): 3 clusters
  Score: Raw -612336.968062 + Penalty 2773.885761 = -609563.082302
  nChanged 51
		SP:Iteration 27Q (16822.600000 sec): 3 clusters
  Score: Raw -612369.503187 + Penalty 2773.885761 = -609595.617426
  nChanged 58
		SP:Iteration 28Q (16822.750000 sec): 3 clusters
  Score: Raw -612407.956795 + Penalty 2773.885761 = -609634.071034
  nChanged 40
		SP:Iteration 29Q (16822.930000 sec): 3 clusters
  Score: Raw -612437.382624 + Penalty 2773.885761 = -609663.496864
  nChanged 33
		SP:Iteration 30Q (16823.160000 sec): 3 clusters
  Score: Raw -612459.281885 + Penalty 2773.885761 = -609685.396125
  nChanged 29
		SP:Iteration 31Q (16823.320000 sec): 3 clusters
  Score: Raw -612484.145837 + Penalty 2773.885761 = -609710.260077
  nChanged 24
		SP:Iteration 32Q (16823.500000 sec): 3 clusters
  Score: Raw -612498.863993 + Penalty 2773.885761 = -609724.978232
  nChanged 24
		SP:Iteration 33Q (16823.690000 sec): 3 clusters
  Score: Raw -612511.472865 + Penalty 2773.885761 = -609737.587104
  nChanged 26
		SP:Iteration 34Q (16823.850000 sec): 3 clusters
  Score: Raw -612527.123685 + Penalty 2773.885761 = -609753.237924
  nChanged 21
		SP:Iteration 35Q (16824.030000 sec): 3 clusters
  Score: Raw -612536.778655 + Penalty 2773.885761 = -609762.892895
  nChanged 19
		SP:Iteration 36Q (16824.230000 sec): 3 clusters
  Score: Raw -612544.930064 + Penalty 2773.885761 = -609771.044303
  nChanged 14
		SP:Iteration 37Q (16824.390000 sec): 3 clusters
  Score: Raw -612553.368709 + Penalty 2773.885761 = -609779.482948
  nChanged 14
		SP:Iteration 38Q (16824.600000 sec): 3 clusters
  Score: Raw -612559.612169 + Penalty 2773.885761 = -609785.726409
  nChanged 12
		SP:Iteration 39Q (16824.750000 sec): 3 clusters
  Score: Raw -612564.089622 + Penalty 2773.885761 = -609790.203861
  nChanged 6
		SP:Iteration 40F (16824.950000 sec): 3 clusters
  Score: Raw -612565.778258 + Penalty 2773.885761 = -609791.892497
  nChanged 4
		SP:Iteration 41Q (16825.130000 sec): 3 clusters
  Score: Raw -612567.161133 + Penalty 2773.885761 = -609793.275373
  nChanged 4
		SP:Iteration 42Q (16825.340000 sec): 3 clusters
  Score: Raw -612569.118229 + Penalty 2773.885761 = -609795.232469
  nChanged 6
		SP:Iteration 43Q (16825.530000 sec): 3 clusters
  Score: Raw -612571.879362 + Penalty 2773.885761 = -609797.993602
  nChanged 3
		SP:Iteration 44Q (16825.700000 sec): 3 clusters
  Score: Raw -612573.336710 + Penalty 2773.885761 = -609799.450949
  nChanged 4
		SP:Iteration 45Q (16825.880000 sec): 3 clusters
  Score: Raw -612576.112648 + Penalty 2773.885761 = -609802.226887
  nChanged 5
		SP:Iteration 46Q (16826.060000 sec): 3 clusters
  Score: Raw -612577.342636 + Penalty 2773.885761 = -609803.456875
  nChanged 1
		SP:Iteration 47Q (16826.240000 sec): 3 clusters
  Score: Raw -612577.558684 + Penalty 2773.885761 = -609803.672923
  nChanged 0
		SP:Iteration 48F (16826.440000 sec): 3 clusters
  Score: Raw -612577.558684 + Penalty 2773.885761 = -609803.672923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16826.510000 sec): 2 clusters
  Score: Raw -70334.699605 + Penalty 1032.018929 = -69302.680676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16826.680000 sec): 3 clusters
  Score: Raw -70203.953343 + Penalty 2064.037858 = -68139.915485
  nChanged 156
		SP:Iteration 1F (16826.850000 sec): 3 clusters
  Score: Raw -70385.469959 + Penalty 2064.037858 = -68321.432101
  nChanged 38
		SP:Iteration 2F (16827.040000 sec): 3 clusters
  Score: Raw -70428.240731 + Penalty 2064.037858 = -68364.202873
  nChanged 9
		SP:Iteration 3Q (16827.210000 sec): 3 clusters
  Score: Raw -70440.057392 + Penalty 2064.037858 = -68376.019534
  nChanged 10
		SP:Iteration 4Q (16827.380000 sec): 3 clusters
  Score: Raw -70454.705088 + Penalty 2064.037858 = -68390.667230
  nChanged 6
		SP:Iteration 5Q (16827.580000 sec): 3 clusters
  Score: Raw -70461.058042 + Penalty 2064.037858 = -68397.020184
  nChanged 5
		SP:Iteration 6Q (16827.730000 sec): 3 clusters
  Score: Raw -70467.119379 + Penalty 2064.037858 = -68403.081522
  nChanged 4
		SP:Iteration 7Q (16827.910000 sec): 3 clusters
  Score: Raw -70473.949130 + Penalty 2064.037858 = -68409.911272
  nChanged 1
		SP:Iteration 8Q (16828.100000 sec): 3 clusters
  Score: Raw -70475.512977 + Penalty 2064.037858 = -68411.475119
  nChanged 1
		SP:Iteration 9Q (16828.290000 sec): 3 clusters
  Score: Raw -70476.229056 + Penalty 2064.037858 = -68412.191198
  nChanged 0
		SP:Iteration 10F (16828.460000 sec): 3 clusters
  Score: Raw -70476.229056 + Penalty 2064.037858 = -68412.191198
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16828.540000 sec): 2 clusters
  Score: Raw -50295.267132 + Penalty 1014.992349 = -49280.274783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16828.720000 sec): 3 clusters
  Score: Raw -50270.056183 + Penalty 2029.984699 = -48240.071484
  nChanged 146
		SP:Iteration 1F (16828.880000 sec): 3 clusters
  Score: Raw -50508.277268 + Penalty 2029.984699 = -48478.292569
  nChanged 49
		SP:Iteration 2F (16829.080000 sec): 3 clusters
  Score: Raw -50596.837657 + Penalty 2029.984699 = -48566.852958
  nChanged 16
		SP:Iteration 3Q (16829.250000 sec): 3 clusters
  Score: Raw -50627.018837 + Penalty 2029.984699 = -48597.034138
  nChanged 9
		SP:Iteration 4Q (16829.430000 sec): 3 clusters
  Score: Raw -50649.742232 + Penalty 2029.984699 = -48619.757533
  nChanged 6
		SP:Iteration 5Q (16829.640000 sec): 3 clusters
  Score: Raw -50664.251046 + Penalty 2029.984699 = -48634.266347
  nChanged 7
		SP:Iteration 6Q (16829.790000 sec): 3 clusters
  Score: Raw -50675.185929 + Penalty 2029.984699 = -48645.201230
  nChanged 4
		SP:Iteration 7Q (16829.980000 sec): 3 clusters
  Score: Raw -50681.991263 + Penalty 2029.984699 = -48652.006564
  nChanged 4
		SP:Iteration 8Q (16830.170000 sec): 3 clusters
  Score: Raw -50685.895692 + Penalty 2029.984699 = -48655.910993
  nChanged 1
		SP:Iteration 9Q (16830.380000 sec): 3 clusters
  Score: Raw -50689.045563 + Penalty 2029.984699 = -48659.060865
  nChanged 0
		SP:Iteration 10F (16830.570000 sec): 3 clusters
  Score: Raw -50689.045563 + Penalty 2029.984699 = -48659.060865
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16830.630000 sec): 2 clusters
  Score: Raw -113032.219868 + Penalty 1124.127162 = -111908.092707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16830.820000 sec): 3 clusters
  Score: Raw -112693.917711 + Penalty 2248.254323 = -110445.663388
  nChanged 304
		SP:Iteration 1F (16831.020000 sec): 3 clusters
  Score: Raw -112950.859477 + Penalty 2248.254323 = -110702.605153
  nChanged 85
		SP:Iteration 2F (16831.180000 sec): 3 clusters
  Score: Raw -113068.992622 + Penalty 2248.254323 = -110820.738299
  nChanged 58
		SP:Iteration 3F (16831.360000 sec): 3 clusters
  Score: Raw -113153.958342 + Penalty 2248.254323 = -110905.704019
  nChanged 44
		SP:Iteration 4Q (16831.560000 sec): 3 clusters
  Score: Raw -113224.194039 + Penalty 2248.254323 = -110975.939716
  nChanged 38
		SP:Iteration 5Q (16831.730000 sec): 3 clusters
  Score: Raw -113282.092401 + Penalty 2248.254323 = -111033.838078
  nChanged 24
		SP:Iteration 6Q (16831.940000 sec): 3 clusters
  Score: Raw -113318.257808 + Penalty 2248.254323 = -111070.003484
  nChanged 26
		SP:Iteration 7Q (16832.110000 sec): 3 clusters
  Score: Raw -113349.350968 + Penalty 2248.254323 = -111101.096645
  nChanged 25
		SP:Iteration 8Q (16832.290000 sec): 3 clusters
  Score: Raw -113387.163150 + Penalty 2248.254323 = -111138.908827
  nChanged 30
		SP:Iteration 9Q (16832.420000 sec): 3 clusters
  Score: Raw -113434.634954 + Penalty 2248.254323 = -111186.380631
  nChanged 33
		SP:Iteration 10Q (16832.600000 sec): 3 clusters
  Score: Raw -113495.403115 + Penalty 2248.254323 = -111247.148792
  nChanged 34
		SP:Iteration 11Q (16832.730000 sec): 3 clusters
  Score: Raw -113553.031162 + Penalty 2248.254323 = -111304.776839
  nChanged 30
		SP:Iteration 12Q (16832.880000 sec): 3 clusters
  Score: Raw -113605.061312 + Penalty 2248.254323 = -111356.806989
  nChanged 20
		SP:Iteration 13Q (16833.090000 sec): 3 clusters
  Score: Raw -113635.513056 + Penalty 2248.254323 = -111387.258732
  nChanged 17
		SP:Iteration 14Q (16833.220000 sec): 3 clusters
  Score: Raw -113655.971551 + Penalty 2248.254323 = -111407.717228
  nChanged 15
		SP:Iteration 15Q (16833.390000 sec): 3 clusters
  Score: Raw -113684.129577 + Penalty 2248.254323 = -111435.875253
  nChanged 13
		SP:Iteration 16Q (16833.580000 sec): 3 clusters
  Score: Raw -113703.865228 + Penalty 2248.254323 = -111455.610904
  nChanged 14
		SP:Iteration 17Q (16833.760000 sec): 3 clusters
  Score: Raw -113727.814333 + Penalty 2248.254323 = -111479.560009
  nChanged 11
		SP:Iteration 18Q (16833.890000 sec): 3 clusters
  Score: Raw -113742.237898 + Penalty 2248.254323 = -111493.983575
  nChanged 6
		SP:Iteration 19Q (16834.060000 sec): 3 clusters
  Score: Raw -113749.443869 + Penalty 2248.254323 = -111501.189546
  nChanged 6
		SP:Iteration 20F (16834.220000 sec): 3 clusters
  Score: Raw -113755.570402 + Penalty 2248.254323 = -111507.316079
  nChanged 5
		SP:Iteration 21Q (16834.390000 sec): 3 clusters
  Score: Raw -113761.721248 + Penalty 2248.254323 = -111513.466924
  nChanged 1
		SP:Iteration 22Q (16834.600000 sec): 3 clusters
  Score: Raw -113763.079405 + Penalty 2248.254323 = -111514.825082
  nChanged 1
		SP:Iteration 23Q (16834.770000 sec): 3 clusters
  Score: Raw -113764.954228 + Penalty 2248.254323 = -111516.699905
  nChanged 0
		SP:Iteration 24F (16834.930000 sec): 3 clusters
  Score: Raw -113764.954228 + Penalty 2248.254323 = -111516.699905
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16834.990000 sec): 2 clusters
  Score: Raw -95055.398648 + Penalty 1107.897468 = -93947.501180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16835.170000 sec): 3 clusters
  Score: Raw -94798.214101 + Penalty 2215.794936 = -92582.419165
  nChanged 272
		SP:Iteration 1F (16835.350000 sec): 3 clusters
  Score: Raw -95117.823981 + Penalty 2215.794936 = -92902.029046
  nChanged 77
		SP:Iteration 2F (16835.490000 sec): 3 clusters
  Score: Raw -95236.435863 + Penalty 2215.794936 = -93020.640927
  nChanged 51
		SP:Iteration 3F (16835.710000 sec): 3 clusters
  Score: Raw -95308.478432 + Penalty 2215.794936 = -93092.683496
  nChanged 30
		SP:Iteration 4Q (16835.870000 sec): 3 clusters
  Score: Raw -95361.688737 + Penalty 2215.794936 = -93145.893801
  nChanged 31
		SP:Iteration 5Q (16836.030000 sec): 3 clusters
  Score: Raw -95409.337398 + Penalty 2215.794936 = -93193.542462
  nChanged 22
		SP:Iteration 6Q (16836.210000 sec): 3 clusters
  Score: Raw -95444.590282 + Penalty 2215.794936 = -93228.795346
  nChanged 11
		SP:Iteration 7Q (16836.410000 sec): 3 clusters
  Score: Raw -95472.088148 + Penalty 2215.794936 = -93256.293212
  nChanged 12
		SP:Iteration 8Q (16836.570000 sec): 3 clusters
  Score: Raw -95491.168061 + Penalty 2215.794936 = -93275.373125
  nChanged 9
		SP:Iteration 9Q (16836.750000 sec): 3 clusters
  Score: Raw -95500.945025 + Penalty 2215.794936 = -93285.150089
  nChanged 5
		SP:Iteration 10Q (16836.900000 sec): 3 clusters
  Score: Raw -95505.501141 + Penalty 2215.794936 = -93289.706205
  nChanged 5
		SP:Iteration 11Q (16837.100000 sec): 3 clusters
  Score: Raw -95510.150930 + Penalty 2215.794936 = -93294.355994
  nChanged 6
		SP:Iteration 12Q (16837.250000 sec): 3 clusters
  Score: Raw -95517.227491 + Penalty 2215.794936 = -93301.432556
  nChanged 8
		SP:Iteration 13Q (16837.430000 sec): 3 clusters
  Score: Raw -95525.722770 + Penalty 2215.794936 = -93309.927834
  nChanged 4
		SP:Iteration 14Q (16837.600000 sec): 3 clusters
  Score: Raw -95537.573646 + Penalty 2215.794936 = -93321.778710
  nChanged 10
		SP:Iteration 15Q (16837.800000 sec): 3 clusters
  Score: Raw -95558.144932 + Penalty 2215.794936 = -93342.349996
  nChanged 6
		SP:Iteration 16Q (16837.980000 sec): 3 clusters
  Score: Raw -95566.053452 + Penalty 2215.794936 = -93350.258516
  nChanged 2
		SP:Iteration 17Q (16838.140000 sec): 3 clusters
  Score: Raw -95568.566780 + Penalty 2215.794936 = -93352.771844
  nChanged 1
		SP:Iteration 18Q (16838.320000 sec): 3 clusters
  Score: Raw -95570.206099 + Penalty 2215.794936 = -93354.411164
  nChanged 1
		SP:Iteration 19Q (16838.490000 sec): 3 clusters
  Score: Raw -95571.639775 + Penalty 2215.794936 = -93355.844839
  nChanged 0
		SP:Iteration 20F (16838.660000 sec): 3 clusters
  Score: Raw -95571.822380 + Penalty 2215.794936 = -93356.027444
  nChanged 1
		SP:Iteration 21Q (16838.850000 sec): 3 clusters
  Score: Raw -95577.505002 + Penalty 2215.794936 = -93361.710066
  nChanged 4
		SP:Iteration 22Q (16839.040000 sec): 3 clusters
  Score: Raw -95581.811979 + Penalty 2215.794936 = -93366.017043
  nChanged 4
		SP:Iteration 23Q (16839.200000 sec): 3 clusters
  Score: Raw -95585.933253 + Penalty 2215.794936 = -93370.138318
  nChanged 1
		SP:Iteration 24Q (16839.410000 sec): 3 clusters
  Score: Raw -95588.356779 + Penalty 2215.794936 = -93372.561843
  nChanged 6
		SP:Iteration 25Q (16839.570000 sec): 3 clusters
  Score: Raw -95596.342945 + Penalty 2215.794936 = -93380.548009
  nChanged 3
		SP:Iteration 26Q (16839.720000 sec): 3 clusters
  Score: Raw -95601.799048 + Penalty 2215.794936 = -93386.004112
  nChanged 5
		SP:Iteration 27Q (16839.930000 sec): 3 clusters
  Score: Raw -95609.941728 + Penalty 2215.794936 = -93394.146792
  nChanged 3
		SP:Iteration 28Q (16840.090000 sec): 3 clusters
  Score: Raw -95613.243356 + Penalty 2215.794936 = -93397.448420
  nChanged 3
		SP:Iteration 29Q (16840.310000 sec): 3 clusters
  Score: Raw -95616.969248 + Penalty 2215.794936 = -93401.174312
  nChanged 3
		SP:Iteration 30Q (16840.510000 sec): 3 clusters
  Score: Raw -95621.131581 + Penalty 2215.794936 = -93405.336645
  nChanged 2
		SP:Iteration 31Q (16840.690000 sec): 3 clusters
  Score: Raw -95623.587854 + Penalty 2215.794936 = -93407.792918
  nChanged 1
		SP:Iteration 32Q (16840.870000 sec): 3 clusters
  Score: Raw -95624.713820 + Penalty 2215.794936 = -93408.918884
  nChanged 1
		SP:Iteration 33Q (16841.060000 sec): 3 clusters
  Score: Raw -95626.519966 + Penalty 2215.794936 = -93410.725030
  nChanged 1
		SP:Iteration 34Q (16841.250000 sec): 3 clusters
  Score: Raw -95627.228439 + Penalty 2215.794936 = -93411.433503
  nChanged 0
		SP:Iteration 35F (16841.400000 sec): 3 clusters
  Score: Raw -95627.228439 + Penalty 2215.794936 = -93411.433503
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16841.520000 sec): 2 clusters
  Score: Raw -264550.889672 + Penalty 1253.780049 = -263297.109623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16841.690000 sec): 3 clusters
  Score: Raw -263581.046450 + Penalty 2507.560099 = -261073.486351
  nChanged 804
		SP:Iteration 1F (16841.890000 sec): 3 clusters
  Score: Raw -264152.768054 + Penalty 2507.560099 = -261645.207956
  nChanged 215
		SP:Iteration 2F (16842.030000 sec): 3 clusters
  Score: Raw -264381.433958 + Penalty 2507.560099 = -261873.873860
  nChanged 142
		SP:Iteration 3F (16842.260000 sec): 3 clusters
  Score: Raw -264535.653978 + Penalty 2507.560099 = -262028.093879
  nChanged 127
		SP:Iteration 4F (16842.420000 sec): 3 clusters
  Score: Raw -264640.980860 + Penalty 2507.560099 = -262133.420761
  nChanged 94
		SP:Iteration 5Q (16842.570000 sec): 3 clusters
  Score: Raw -264734.496865 + Penalty 2507.560099 = -262226.936766
  nChanged 87
		SP:Iteration 6Q (16842.720000 sec): 3 clusters
  Score: Raw -264814.975036 + Penalty 2507.560099 = -262307.414937
  nChanged 73
		SP:Iteration 7Q (16842.950000 sec): 3 clusters
  Score: Raw -264880.225375 + Penalty 2507.560099 = -262372.665277
  nChanged 60
		SP:Iteration 8Q (16843.140000 sec): 3 clusters
  Score: Raw -264933.211889 + Penalty 2507.560099 = -262425.651791
  nChanged 69
		SP:Iteration 9Q (16843.350000 sec): 3 clusters
  Score: Raw -264987.532998 + Penalty 2507.560099 = -262479.972900
  nChanged 46
		SP:Iteration 10Q (16843.510000 sec): 3 clusters
  Score: Raw -265018.887231 + Penalty 2507.560099 = -262511.327132
  nChanged 35
		SP:Iteration 11Q (16843.700000 sec): 3 clusters
  Score: Raw -265040.980608 + Penalty 2507.560099 = -262533.420509
  nChanged 38
		SP:Iteration 12Q (16843.880000 sec): 3 clusters
  Score: Raw -265064.105563 + Penalty 2507.560099 = -262556.545464
  nChanged 30
		SP:Iteration 13Q (16844.040000 sec): 3 clusters
  Score: Raw -265080.475982 + Penalty 2507.560099 = -262572.915883
  nChanged 19
		SP:Iteration 14Q (16844.240000 sec): 3 clusters
  Score: Raw -265090.666606 + Penalty 2507.560099 = -262583.106507
  nChanged 18
		SP:Iteration 15Q (16844.410000 sec): 3 clusters
  Score: Raw -265098.348051 + Penalty 2507.560099 = -262590.787952
  nChanged 13
		SP:Iteration 16Q (16844.590000 sec): 3 clusters
  Score: Raw -265103.590239 + Penalty 2507.560099 = -262596.030140
  nChanged 14
		SP:Iteration 17Q (16844.740000 sec): 3 clusters
  Score: Raw -265109.473191 + Penalty 2507.560099 = -262601.913093
  nChanged 14
		SP:Iteration 18Q (16844.900000 sec): 3 clusters
  Score: Raw -265116.699064 + Penalty 2507.560099 = -262609.138965
  nChanged 14
		SP:Iteration 19Q (16845.080000 sec): 3 clusters
  Score: Raw -265123.477101 + Penalty 2507.560099 = -262615.917002
  nChanged 15
		SP:Iteration 20F (16845.250000 sec): 3 clusters
  Score: Raw -265130.296820 + Penalty 2507.560099 = -262622.736721
  nChanged 12
		SP:Iteration 21Q (16845.490000 sec): 3 clusters
  Score: Raw -265137.093942 + Penalty 2507.560099 = -262629.533843
  nChanged 12
		SP:Iteration 22Q (16845.620000 sec): 3 clusters
  Score: Raw -265142.775262 + Penalty 2507.560099 = -262635.215164
  nChanged 9
		SP:Iteration 23Q (16845.770000 sec): 3 clusters
  Score: Raw -265147.124701 + Penalty 2507.560099 = -262639.564602
  nChanged 9
		SP:Iteration 24Q (16845.980000 sec): 3 clusters
  Score: Raw -265150.069138 + Penalty 2507.560099 = -262642.509040
  nChanged 7
		SP:Iteration 25Q (16846.160000 sec): 3 clusters
  Score: Raw -265154.223041 + Penalty 2507.560099 = -262646.662943
  nChanged 7
		SP:Iteration 26Q (16846.320000 sec): 3 clusters
  Score: Raw -265157.032893 + Penalty 2507.560099 = -262649.472794
  nChanged 6
		SP:Iteration 27Q (16846.500000 sec): 3 clusters
  Score: Raw -265159.825150 + Penalty 2507.560099 = -262652.265051
  nChanged 4
		SP:Iteration 28Q (16846.690000 sec): 3 clusters
  Score: Raw -265161.268306 + Penalty 2507.560099 = -262653.708207
  nChanged 6
		SP:Iteration 29Q (16846.900000 sec): 3 clusters
  Score: Raw -265164.416749 + Penalty 2507.560099 = -262656.856650
  nChanged 6
		SP:Iteration 30Q (16847.070000 sec): 3 clusters
  Score: Raw -265167.139947 + Penalty 2507.560099 = -262659.579848
  nChanged 8
		SP:Iteration 31Q (16847.220000 sec): 3 clusters
  Score: Raw -265169.664679 + Penalty 2507.560099 = -262662.104580
  nChanged 5
		SP:Iteration 32Q (16847.400000 sec): 3 clusters
  Score: Raw -265172.977340 + Penalty 2507.560099 = -262665.417242
  nChanged 7
		SP:Iteration 33Q (16847.620000 sec): 3 clusters
  Score: Raw -265176.087895 + Penalty 2507.560099 = -262668.527797
  nChanged 3
		SP:Iteration 34Q (16847.780000 sec): 3 clusters
  Score: Raw -265177.149064 + Penalty 2507.560099 = -262669.588965
  nChanged 2
		SP:Iteration 35Q (16847.930000 sec): 3 clusters
  Score: Raw -265177.950778 + Penalty 2507.560099 = -262670.390679
  nChanged 1
		SP:Iteration 36Q (16848.140000 sec): 3 clusters
  Score: Raw -265178.666502 + Penalty 2507.560099 = -262671.106403
  nChanged 3
		SP:Iteration 37Q (16848.300000 sec): 3 clusters
  Score: Raw -265179.631724 + Penalty 2507.560099 = -262672.071625
  nChanged 3
		SP:Iteration 38Q (16848.470000 sec): 3 clusters
  Score: Raw -265180.603114 + Penalty 2507.560099 = -262673.043015
  nChanged 1
		SP:Iteration 39Q (16848.690000 sec): 3 clusters
  Score: Raw -265180.842126 + Penalty 2507.560099 = -262673.282027
  nChanged 0
		SP:Iteration 40F (16848.860000 sec): 3 clusters
  Score: Raw -265180.842126 + Penalty 2507.560099 = -262673.282027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16848.990000 sec): 2 clusters
  Score: Raw -23100.125211 + Penalty 884.392878 = -22215.732333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16849.150000 sec): 3 clusters
  Score: Raw -23211.953915 + Penalty 1768.785756 = -21443.168159
  nChanged 45
		SP:Iteration 1F (16849.360000 sec): 3 clusters
  Score: Raw -23359.216935 + Penalty 1768.785756 = -21590.431179
  nChanged 6
		SP:Iteration 2Q (16849.530000 sec): 3 clusters
  Score: Raw -23392.040637 + Penalty 1768.785756 = -21623.254881
  nChanged 8
		SP:Iteration 3Q (16849.690000 sec): 3 clusters
  Score: Raw -23442.112834 + Penalty 1768.785756 = -21673.327078
  nChanged 9
		SP:Iteration 4Q (16849.870000 sec): 3 clusters
  Score: Raw -23482.250727 + Penalty 1768.785756 = -21713.464971
  nChanged 4
		SP:Iteration 5Q (16850.050000 sec): 3 clusters
  Score: Raw -23546.837994 + Penalty 1768.785756 = -21778.052238
  nChanged 3
		SP:Iteration 6Q (16850.210000 sec): 3 clusters
  Score: Raw -23557.429269 + Penalty 1768.785756 = -21788.643513
  nChanged 3
		SP:Iteration 7Q (16850.360000 sec): 3 clusters
  Score: Raw -23564.935743 + Penalty 1768.785756 = -21796.149987
  nChanged 2
		SP:Iteration 8Q (16850.550000 sec): 3 clusters
  Score: Raw -23570.625918 + Penalty 1768.785756 = -21801.840162
  nChanged 0
		SP:Iteration 9F (16850.740000 sec): 3 clusters
  Score: Raw -23570.625918 + Penalty 1768.785756 = -21801.840162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16850.850000 sec): 2 clusters
  Score: Raw -57232.419294 + Penalty 1034.271998 = -56198.147296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16851.020000 sec): 3 clusters
  Score: Raw -57143.231453 + Penalty 2068.543996 = -55074.687457
  nChanged 139
		SP:Iteration 1F (16851.200000 sec): 3 clusters
  Score: Raw -57334.734177 + Penalty 2068.543996 = -55266.190181
  nChanged 51
		SP:Iteration 2F (16851.370000 sec): 3 clusters
  Score: Raw -57426.187211 + Penalty 2068.543996 = -55357.643215
  nChanged 32
		SP:Iteration 3F (16851.590000 sec): 3 clusters
  Score: Raw -57493.107698 + Penalty 2068.543996 = -55424.563702
  nChanged 9
		SP:Iteration 4Q (16851.740000 sec): 3 clusters
  Score: Raw -57502.405090 + Penalty 2068.543996 = -55433.861094
  nChanged 4
		SP:Iteration 5Q (16851.920000 sec): 3 clusters
  Score: Raw -57508.296164 + Penalty 2068.543996 = -55439.752168
  nChanged 3
		SP:Iteration 6Q (16852.080000 sec): 3 clusters
  Score: Raw -57512.921540 + Penalty 2068.543996 = -55444.377544
  nChanged 4
		SP:Iteration 7Q (16852.260000 sec): 3 clusters
  Score: Raw -57519.609465 + Penalty 2068.543996 = -55451.065469
  nChanged 4
		SP:Iteration 8Q (16852.480000 sec): 3 clusters
  Score: Raw -57524.806528 + Penalty 2068.543996 = -55456.262532
  nChanged 1
		SP:Iteration 9Q (16852.680000 sec): 3 clusters
  Score: Raw -57525.092883 + Penalty 2068.543996 = -55456.548887
  nChanged 0
		SP:Iteration 10F (16852.860000 sec): 3 clusters
  Score: Raw -57525.092883 + Penalty 2068.543996 = -55456.548887
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16852.970000 sec): 2 clusters
  Score: Raw -299509.074652 + Penalty 1275.515120 = -298233.559532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16853.120000 sec): 3 clusters
  Score: Raw -298365.377620 + Penalty 2551.030241 = -295814.347379
  nChanged 934
		SP:Iteration 1F (16853.320000 sec): 3 clusters
  Score: Raw -299030.365803 + Penalty 2551.030241 = -296479.335562
  nChanged 205
		SP:Iteration 2F (16853.510000 sec): 3 clusters
  Score: Raw -299193.848999 + Penalty 2551.030241 = -296642.818758
  nChanged 143
		SP:Iteration 3F (16853.680000 sec): 3 clusters
  Score: Raw -299323.212113 + Penalty 2551.030241 = -296772.181872
  nChanged 127
		SP:Iteration 4Q (16853.870000 sec): 3 clusters
  Score: Raw -299460.499480 + Penalty 2551.030241 = -296909.469239
  nChanged 115
		SP:Iteration 5Q (16854.080000 sec): 3 clusters
  Score: Raw -299594.586476 + Penalty 2551.030241 = -297043.556235
  nChanged 114
		SP:Iteration 6Q (16854.240000 sec): 3 clusters
  Score: Raw -299718.179706 + Penalty 2551.030241 = -297167.149465
  nChanged 96
		SP:Iteration 7Q (16854.430000 sec): 3 clusters
  Score: Raw -299818.025087 + Penalty 2551.030241 = -297266.994846
  nChanged 99
		SP:Iteration 8Q (16854.600000 sec): 3 clusters
  Score: Raw -299910.473585 + Penalty 2551.030241 = -297359.443344
  nChanged 87
		SP:Iteration 9Q (16854.760000 sec): 3 clusters
  Score: Raw -299982.811832 + Penalty 2551.030241 = -297431.781592
  nChanged 65
		SP:Iteration 10Q (16854.930000 sec): 3 clusters
  Score: Raw -300038.748964 + Penalty 2551.030241 = -297487.718723
  nChanged 51
		SP:Iteration 11Q (16855.120000 sec): 3 clusters
  Score: Raw -300084.248439 + Penalty 2551.030241 = -297533.218198
  nChanged 66
		SP:Iteration 12Q (16855.330000 sec): 3 clusters
  Score: Raw -300133.058315 + Penalty 2551.030241 = -297582.028074
  nChanged 39
		SP:Iteration 13Q (16855.510000 sec): 3 clusters
  Score: Raw -300159.723358 + Penalty 2551.030241 = -297608.693117
  nChanged 38
		SP:Iteration 14Q (16855.670000 sec): 3 clusters
  Score: Raw -300180.917850 + Penalty 2551.030241 = -297629.887609
  nChanged 26
		SP:Iteration 15Q (16855.840000 sec): 3 clusters
  Score: Raw -300194.695601 + Penalty 2551.030241 = -297643.665360
  nChanged 15
		SP:Iteration 16Q (16855.980000 sec): 3 clusters
  Score: Raw -300202.174552 + Penalty 2551.030241 = -297651.144312
  nChanged 20
		SP:Iteration 17Q (16856.160000 sec): 3 clusters
  Score: Raw -300213.964526 + Penalty 2551.030241 = -297662.934285
  nChanged 19
		SP:Iteration 18Q (16856.330000 sec): 3 clusters
  Score: Raw -300223.098244 + Penalty 2551.030241 = -297672.068003
  nChanged 17
		SP:Iteration 19Q (16856.560000 sec): 3 clusters
  Score: Raw -300230.235967 + Penalty 2551.030241 = -297679.205726
  nChanged 9
		SP:Iteration 20F (16856.750000 sec): 3 clusters
  Score: Raw -300233.945341 + Penalty 2551.030241 = -297682.915100
  nChanged 7
		SP:Iteration 21Q (16856.920000 sec): 3 clusters
  Score: Raw -300237.251873 + Penalty 2551.030241 = -297686.221632
  nChanged 2
		SP:Iteration 22Q (16857.090000 sec): 3 clusters
  Score: Raw -300237.701578 + Penalty 2551.030241 = -297686.671337
  nChanged 3
		SP:Iteration 23Q (16857.280000 sec): 3 clusters
  Score: Raw -300238.469049 + Penalty 2551.030241 = -297687.438808
  nChanged 3
		SP:Iteration 24Q (16857.450000 sec): 3 clusters
  Score: Raw -300239.133169 + Penalty 2551.030241 = -297688.102928
  nChanged 2
		SP:Iteration 25Q (16857.650000 sec): 3 clusters
  Score: Raw -300239.685432 + Penalty 2551.030241 = -297688.655191
  nChanged 0
		SP:Iteration 26F (16857.780000 sec): 3 clusters
  Score: Raw -300239.685432 + Penalty 2551.030241 = -297688.655191
  nChanged 0
Deleting Class 91 (123 points): Lose 1793.049386 but Gain 2229.672479
Iteration 179Q (16945.380000 sec): 115 clusters
  Score: Raw -106202024.084122 + Penalty 254182.662571 = -105947841.421551
  nChanged 1432
Deleting Class 109 (156 points): Lose 273.599359 but Gain 2229.672479
Iteration 180F (17102.510000 sec): 114 clusters
  Score: Raw -106198259.816340 + Penalty 251952.990093 = -105946306.826247
  nChanged 2101
Deleting Class 24 (171 points): Lose 1733.464650 but Gain 2229.672479
Iteration 181F (17260.410000 sec): 113 clusters
  Score: Raw -106200412.847389 + Penalty 249723.317614 = -105950689.529775
  nChanged 1386
Iteration 182Q (17350.910000 sec): 113 clusters
  Score: Raw -106201748.610679 + Penalty 249723.317614 = -105952025.293065
  nChanged 936
Iteration 183Q (17441.840000 sec): 113 clusters
  Score: Raw -106202281.539875 + Penalty 249723.317614 = -105952558.222261
  nChanged 770
Iteration 184Q (17535.250000 sec): 113 clusters
  Score: Raw -106202577.525519 + Penalty 249723.317614 = -105952854.207905
  nChanged 688
Iteration 185Q (17629.090000 sec): 113 clusters
  Score: Raw -106202786.189567 + Penalty 249723.317614 = -105953062.871953
  nChanged 652
Iteration 186Q (17720.540000 sec): 113 clusters
  Score: Raw -106202978.922556 + Penalty 249723.317614 = -105953255.604942
  nChanged 593
Iteration 187Q (17811.530000 sec): 113 clusters
  Score: Raw -106203156.171832 + Penalty 249723.317614 = -105953432.854218
  nChanged 538
Iteration 188Q (17911.240000 sec): 113 clusters
  Score: Raw -106203299.336093 + Penalty 249723.317614 = -105953576.018479
  nChanged 479
Iteration 189Q (17998.180000 sec): 113 clusters
  Score: Raw -106203401.852439 + Penalty 249723.317614 = -105953678.534825
  nChanged 428
Iteration 190Q (18077.440000 sec): 113 clusters
  Score: Raw -106203487.536111 + Penalty 249723.317614 = -105953764.218497
  nChanged 395
Iteration 191Q (18172.520000 sec): 113 clusters
  Score: Raw -106203565.383404 + Penalty 249723.317614 = -105953842.065790
  nChanged 380
Iteration 192Q (18269.800000 sec): 113 clusters
  Score: Raw -106203639.595413 + Penalty 249723.317614 = -105953916.277799
  nChanged 348
Iteration 193Q (18360.690000 sec): 113 clusters
  Score: Raw -106203703.016665 + Penalty 249723.317614 = -105953979.699051
  nChanged 315
Iteration 194Q (18453.640000 sec): 113 clusters
  Score: Raw -106203768.581897 + Penalty 249723.317614 = -105954045.264283
  nChanged 321
Iteration 195Q (18550.920000 sec): 113 clusters
  Score: Raw -106203826.312590 + Penalty 249723.317614 = -105954102.994976
  nChanged 282
Iteration 196Q (18645.120000 sec): 113 clusters
  Score: Raw -106203868.119463 + Penalty 249723.317614 = -105954144.801849
  nChanged 261
Iteration 197Q (18734.650000 sec): 113 clusters
  Score: Raw -106203911.009049 + Penalty 249723.317614 = -105954187.691435
  nChanged 245
Iteration 198Q (18823.190000 sec): 113 clusters
  Score: Raw -106203947.072191 + Penalty 249723.317614 = -105954223.754577
  nChanged 225
Iteration 199Q (18917.830000 sec): 113 clusters
  Score: Raw -106203983.564623 + Penalty 249723.317614 = -105954260.247009
  nChanged 231
Iteration 200F (19071.610000 sec): 113 clusters
  Score: Raw -106204067.870753 + Penalty 249723.317614 = -105954344.553138
  nChanged 233
Iteration 201Q (19160.370000 sec): 113 clusters
  Score: Raw -106204136.064453 + Penalty 249723.317614 = -105954412.746839
  nChanged 232
Iteration 202Q (19258.740000 sec): 113 clusters
  Score: Raw -106204177.987141 + Penalty 249723.317614 = -105954454.669527
  nChanged 212
Iteration 203Q (19359.920000 sec): 113 clusters
  Score: Raw -106204216.948837 + Penalty 249723.317614 = -105954493.631223
  nChanged 215
Iteration 204Q (19447.790000 sec): 113 clusters
  Score: Raw -106204260.364005 + Penalty 249723.317614 = -105954537.046391
  nChanged 176
Iteration 205Q (19541.940000 sec): 113 clusters
  Score: Raw -106204289.472582 + Penalty 249723.317614 = -105954566.154968
  nChanged 194
Iteration 206Q (19638.170000 sec): 113 clusters
  Score: Raw -106204323.923499 + Penalty 249723.317614 = -105954600.605885
  nChanged 168
Iteration 207Q (19727.210000 sec): 113 clusters
  Score: Raw -106204356.628342 + Penalty 249723.317614 = -105954633.310728
  nChanged 175
Iteration 208Q (19824.440000 sec): 113 clusters
  Score: Raw -106204394.789586 + Penalty 249723.317614 = -105954671.471972
  nChanged 172
Iteration 209Q (19921.030000 sec): 113 clusters
  Score: Raw -106204425.953608 + Penalty 249723.317614 = -105954702.635994
  nChanged 131
Iteration 210Q (20017.950000 sec): 113 clusters
  Score: Raw -106204444.452968 + Penalty 249723.317614 = -105954721.135354
  nChanged 120
Iteration 211Q (20116.720000 sec): 113 clusters
  Score: Raw -106204461.993686 + Penalty 249723.317614 = -105954738.676072
  nChanged 120
Iteration 212Q (20211.380000 sec): 113 clusters
  Score: Raw -106204477.856099 + Penalty 249723.317614 = -105954754.538485
  nChanged 98
Iteration 213Q (20297.590000 sec): 113 clusters
  Score: Raw -106204493.225203 + Penalty 249723.317614 = -105954769.907589
  nChanged 109
Iteration 214Q (20399.630000 sec): 113 clusters
  Score: Raw -106204510.302193 + Penalty 249723.317614 = -105954786.984579
  nChanged 113
Iteration 215Q (20493.130000 sec): 113 clusters
  Score: Raw -106204527.458232 + Penalty 249723.317614 = -105954804.140618
  nChanged 113
Iteration 216Q (20585.120000 sec): 113 clusters
  Score: Raw -106204542.799831 + Penalty 249723.317614 = -105954819.482217
  nChanged 111
Iteration 217Q (20687.540000 sec): 113 clusters
  Score: Raw -106204556.721881 + Penalty 249723.317614 = -105954833.404266
  nChanged 121
Iteration 218Q (20784.750000 sec): 113 clusters
  Score: Raw -106204569.989836 + Penalty 249723.317614 = -105954846.672222
  nChanged 109
Writing temp clu file 
Because OldScore, -105954833.404266, is greater than current (better) Score,-105954846.672222 
 Compute initial score before splitting:   Score: Raw -106204569.989836 + Penalty 249723.317614 = -105954846.672222
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20785.150000 sec): 2 clusters
  Score: Raw -151994.158970 + Penalty 1180.177148 = -150813.981822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20785.300000 sec): 3 clusters
  Score: Raw -151465.762306 + Penalty 2360.354295 = -149105.408011
  nChanged 491
		SP:Iteration 1F (20785.520000 sec): 3 clusters
  Score: Raw -151912.562215 + Penalty 2360.354295 = -149552.207920
  nChanged 138
		SP:Iteration 2F (20785.690000 sec): 3 clusters
  Score: Raw -152060.824394 + Penalty 2360.354295 = -149700.470099
  nChanged 80
		SP:Iteration 3F (20785.930000 sec): 3 clusters
  Score: Raw -152152.342396 + Penalty 2360.354295 = -149791.988100
  nChanged 57
		SP:Iteration 4Q (20786.070000 sec): 3 clusters
  Score: Raw -152213.960335 + Penalty 2360.354295 = -149853.606040
  nChanged 45
		SP:Iteration 5Q (20786.280000 sec): 3 clusters
  Score: Raw -152265.477863 + Penalty 2360.354295 = -149905.123568
  nChanged 45
		SP:Iteration 6Q (20786.470000 sec): 3 clusters
  Score: Raw -152314.662825 + Penalty 2360.354295 = -149954.308530
  nChanged 32
		SP:Iteration 7Q (20786.670000 sec): 3 clusters
  Score: Raw -152344.699509 + Penalty 2360.354295 = -149984.345214
  nChanged 25
		SP:Iteration 8Q (20786.840000 sec): 3 clusters
  Score: Raw -152373.318103 + Penalty 2360.354295 = -150012.963807
  nChanged 22
		SP:Iteration 9Q (20786.980000 sec): 3 clusters
  Score: Raw -152400.019127 + Penalty 2360.354295 = -150039.664832
  nChanged 21
		SP:Iteration 10Q (20787.200000 sec): 3 clusters
  Score: Raw -152420.971897 + Penalty 2360.354295 = -150060.617602
  nChanged 18
		SP:Iteration 11Q (20787.340000 sec): 3 clusters
  Score: Raw -152439.399122 + Penalty 2360.354295 = -150079.044827
  nChanged 13
		SP:Iteration 12Q (20787.550000 sec): 3 clusters
  Score: Raw -152453.193190 + Penalty 2360.354295 = -150092.838895
  nChanged 13
		SP:Iteration 13Q (20787.730000 sec): 3 clusters
  Score: Raw -152467.524239 + Penalty 2360.354295 = -150107.169944
  nChanged 15
		SP:Iteration 14Q (20787.900000 sec): 3 clusters
  Score: Raw -152482.060006 + Penalty 2360.354295 = -150121.705711
  nChanged 15
		SP:Iteration 15Q (20788.070000 sec): 3 clusters
  Score: Raw -152495.704714 + Penalty 2360.354295 = -150135.350419
  nChanged 8
		SP:Iteration 16Q (20788.250000 sec): 3 clusters
  Score: Raw -152501.659717 + Penalty 2360.354295 = -150141.305421
  nChanged 6
		SP:Iteration 17Q (20788.460000 sec): 3 clusters
  Score: Raw -152505.946078 + Penalty 2360.354295 = -150145.591782
  nChanged 5
		SP:Iteration 18Q (20788.650000 sec): 3 clusters
  Score: Raw -152508.440948 + Penalty 2360.354295 = -150148.086653
  nChanged 3
		SP:Iteration 19Q (20788.850000 sec): 3 clusters
  Score: Raw -152514.080741 + Penalty 2360.354295 = -150153.726446
  nChanged 7
		SP:Iteration 20F (20789.020000 sec): 3 clusters
  Score: Raw -152519.224761 + Penalty 2360.354295 = -150158.870466
  nChanged 5
		SP:Iteration 21Q (20789.180000 sec): 3 clusters
  Score: Raw -152521.605273 + Penalty 2360.354295 = -150161.250977
  nChanged 3
		SP:Iteration 22Q (20789.370000 sec): 3 clusters
  Score: Raw -152523.047390 + Penalty 2360.354295 = -150162.693095
  nChanged 1
		SP:Iteration 23Q (20789.560000 sec): 3 clusters
  Score: Raw -152524.157314 + Penalty 2360.354295 = -150163.803019
  nChanged 1
		SP:Iteration 24Q (20789.780000 sec): 3 clusters
  Score: Raw -152524.785543 + Penalty 2360.354295 = -150164.431247
  nChanged 2
		SP:Iteration 25Q (20789.930000 sec): 3 clusters
  Score: Raw -152526.333269 + Penalty 2360.354295 = -150165.978974
  nChanged 2
		SP:Iteration 26Q (20790.110000 sec): 3 clusters
  Score: Raw -152527.973645 + Penalty 2360.354295 = -150167.619350
  nChanged 2
		SP:Iteration 27Q (20790.280000 sec): 3 clusters
  Score: Raw -152528.919203 + Penalty 2360.354295 = -150168.564908
  nChanged 2
		SP:Iteration 28Q (20790.500000 sec): 3 clusters
  Score: Raw -152530.111213 + Penalty 2360.354295 = -150169.756918
  nChanged 1
		SP:Iteration 29Q (20790.700000 sec): 3 clusters
  Score: Raw -152530.943204 + Penalty 2360.354295 = -150170.588908
  nChanged 0
		SP:Iteration 30F (20790.870000 sec): 3 clusters
  Score: Raw -152530.943204 + Penalty 2360.354295 = -150170.588908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20790.980000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20791.200000 sec): 3 clusters
  Score: Raw -309624.768323 + Penalty 2560.769733 = -307063.998590
  nChanged 968
		SP:Iteration 1F (20791.390000 sec): 3 clusters
  Score: Raw -310184.369674 + Penalty 2560.769733 = -307623.599941
  nChanged 204
		SP:Iteration 2F (20791.590000 sec): 3 clusters
  Score: Raw -310317.197682 + Penalty 2560.769733 = -307756.427950
  nChanged 136
		SP:Iteration 3F (20791.790000 sec): 3 clusters
  Score: Raw -310416.915982 + Penalty 2560.769733 = -307856.146249
  nChanged 107
		SP:Iteration 4Q (20791.950000 sec): 3 clusters
  Score: Raw -310479.291341 + Penalty 2560.769733 = -307918.521608
  nChanged 76
		SP:Iteration 5Q (20792.120000 sec): 3 clusters
  Score: Raw -310536.241432 + Penalty 2560.769733 = -307975.471699
  nChanged 76
		SP:Iteration 6Q (20792.290000 sec): 3 clusters
  Score: Raw -310583.203071 + Penalty 2560.769733 = -308022.433338
  nChanged 77
		SP:Iteration 7Q (20792.470000 sec): 3 clusters
  Score: Raw -310637.983446 + Penalty 2560.769733 = -308077.213713
  nChanged 66
		SP:Iteration 8Q (20792.660000 sec): 3 clusters
  Score: Raw -310688.771512 + Penalty 2560.769733 = -308128.001779
  nChanged 67
		SP:Iteration 9Q (20792.840000 sec): 3 clusters
  Score: Raw -310751.329376 + Penalty 2560.769733 = -308190.559644
  nChanged 78
		SP:Iteration 10Q (20793.060000 sec): 3 clusters
  Score: Raw -310817.460898 + Penalty 2560.769733 = -308256.691165
  nChanged 88
		SP:Iteration 11Q (20793.230000 sec): 3 clusters
  Score: Raw -310887.824912 + Penalty 2560.769733 = -308327.055179
  nChanged 78
		SP:Iteration 12Q (20793.430000 sec): 3 clusters
  Score: Raw -310951.101824 + Penalty 2560.769733 = -308390.332092
  nChanged 82
		SP:Iteration 13Q (20793.620000 sec): 3 clusters
  Score: Raw -311013.832157 + Penalty 2560.769733 = -308453.062424
  nChanged 69
		SP:Iteration 14Q (20793.810000 sec): 3 clusters
  Score: Raw -311079.529564 + Penalty 2560.769733 = -308518.759831
  nChanged 61
		SP:Iteration 15Q (20793.990000 sec): 3 clusters
  Score: Raw -311137.116867 + Penalty 2560.769733 = -308576.347135
  nChanged 62
		SP:Iteration 16Q (20794.210000 sec): 3 clusters
  Score: Raw -311193.280919 + Penalty 2560.769733 = -308632.511186
  nChanged 59
		SP:Iteration 17Q (20794.400000 sec): 3 clusters
  Score: Raw -311243.257293 + Penalty 2560.769733 = -308682.487561
  nChanged 46
		SP:Iteration 18Q (20794.550000 sec): 3 clusters
  Score: Raw -311289.934549 + Penalty 2560.769733 = -308729.164817
  nChanged 48
		SP:Iteration 19Q (20794.780000 sec): 3 clusters
  Score: Raw -311335.419875 + Penalty 2560.769733 = -308774.650142
  nChanged 38
		SP:Iteration 20F (20794.960000 sec): 3 clusters
  Score: Raw -311365.037811 + Penalty 2560.769733 = -308804.268079
  nChanged 30
		SP:Iteration 21Q (20795.190000 sec): 3 clusters
  Score: Raw -311385.109719 + Penalty 2560.769733 = -308824.339987
  nChanged 22
		SP:Iteration 22Q (20795.390000 sec): 3 clusters
  Score: Raw -311398.614842 + Penalty 2560.769733 = -308837.845110
  nChanged 16
		SP:Iteration 23Q (20795.570000 sec): 3 clusters
  Score: Raw -311409.510226 + Penalty 2560.769733 = -308848.740493
  nChanged 21
		SP:Iteration 24Q (20795.780000 sec): 3 clusters
  Score: Raw -311424.156885 + Penalty 2560.769733 = -308863.387152
  nChanged 11
		SP:Iteration 25Q (20795.970000 sec): 3 clusters
  Score: Raw -311429.197002 + Penalty 2560.769733 = -308868.427269
  nChanged 11
		SP:Iteration 26Q (20796.150000 sec): 3 clusters
  Score: Raw -311433.182044 + Penalty 2560.769733 = -308872.412311
  nChanged 7
		SP:Iteration 27Q (20796.350000 sec): 3 clusters
  Score: Raw -311437.651377 + Penalty 2560.769733 = -308876.881645
  nChanged 9
		SP:Iteration 28Q (20796.510000 sec): 3 clusters
  Score: Raw -311442.392348 + Penalty 2560.769733 = -308881.622616
  nChanged 10
		SP:Iteration 29Q (20796.730000 sec): 3 clusters
  Score: Raw -311447.041141 + Penalty 2560.769733 = -308886.271408
  nChanged 8
		SP:Iteration 30Q (20796.900000 sec): 3 clusters
  Score: Raw -311450.070370 + Penalty 2560.769733 = -308889.300637
  nChanged 7
		SP:Iteration 31Q (20797.080000 sec): 3 clusters
  Score: Raw -311454.146561 + Penalty 2560.769733 = -308893.376829
  nChanged 5
		SP:Iteration 32Q (20797.260000 sec): 3 clusters
  Score: Raw -311456.446259 + Penalty 2560.769733 = -308895.676526
  nChanged 5
		SP:Iteration 33Q (20797.430000 sec): 3 clusters
  Score: Raw -311459.201681 + Penalty 2560.769733 = -308898.431948
  nChanged 3
		SP:Iteration 34Q (20797.610000 sec): 3 clusters
  Score: Raw -311460.256705 + Penalty 2560.769733 = -308899.486972
  nChanged 3
		SP:Iteration 35Q (20797.810000 sec): 3 clusters
  Score: Raw -311461.061999 + Penalty 2560.769733 = -308900.292266
  nChanged 5
		SP:Iteration 36Q (20797.960000 sec): 3 clusters
  Score: Raw -311462.828389 + Penalty 2560.769733 = -308902.058656
  nChanged 1
		SP:Iteration 37Q (20798.150000 sec): 3 clusters
  Score: Raw -311463.099643 + Penalty 2560.769733 = -308902.329910
  nChanged 1
		SP:Iteration 38Q (20798.320000 sec): 3 clusters
  Score: Raw -311463.519235 + Penalty 2560.769733 = -308902.749502
  nChanged 3
		SP:Iteration 39Q (20798.530000 sec): 3 clusters
  Score: Raw -311464.355505 + Penalty 2560.769733 = -308903.585772
  nChanged 1
		SP:Iteration 40F (20798.680000 sec): 3 clusters
  Score: Raw -311464.590702 + Penalty 2560.769733 = -308903.820969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20798.980000 sec): 2 clusters
  Score: Raw -6160580.836854 + Penalty 1757.173900 = -6158823.662954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20799.370000 sec): 3 clusters
  Score: Raw -6129156.532960 + Penalty 3514.347800 = -6125642.185161
  nChanged 23358
		SP:Iteration 1F (20799.750000 sec): 3 clusters
  Score: Raw -6142287.068345 + Penalty 3514.347800 = -6138772.720545
  nChanged 1759
		SP:Iteration 2Q (20800.120000 sec): 3 clusters
  Score: Raw -6142688.690368 + Penalty 3514.347800 = -6139174.342569
  nChanged 1639
		SP:Iteration 3Q (20800.490000 sec): 3 clusters
  Score: Raw -6143041.786840 + Penalty 3514.347800 = -6139527.439041
  nChanged 1530
		SP:Iteration 4Q (20800.890000 sec): 3 clusters
  Score: Raw -6143371.632533 + Penalty 3514.347800 = -6139857.284733
  nChanged 1473
		SP:Iteration 5Q (20801.290000 sec): 3 clusters
  Score: Raw -6143703.014081 + Penalty 3514.347800 = -6140188.666281
  nChanged 1599
		SP:Iteration 6Q (20801.700000 sec): 3 clusters
  Score: Raw -6144108.135718 + Penalty 3514.347800 = -6140593.787919
  nChanged 1690
		SP:Iteration 7Q (20802.100000 sec): 3 clusters
  Score: Raw -6144608.926132 + Penalty 3514.347800 = -6141094.578332
  nChanged 1897
		SP:Iteration 8Q (20802.490000 sec): 3 clusters
  Score: Raw -6145304.001348 + Penalty 3514.347800 = -6141789.653549
  nChanged 2271
		SP:Iteration 9Q (20802.870000 sec): 3 clusters
  Score: Raw -6146339.329038 + Penalty 3514.347800 = -6142824.981238
  nChanged 2722
		SP:Iteration 10F (20803.260000 sec): 3 clusters
  Score: Raw -6147873.882980 + Penalty 3514.347800 = -6144359.535180
  nChanged 3207
		SP:Iteration 11F (20803.690000 sec): 3 clusters
  Score: Raw -6150082.050236 + Penalty 3514.347800 = -6146567.702437
  nChanged 3569
		SP:Iteration 12F (20804.090000 sec): 3 clusters
  Score: Raw -6153010.533284 + Penalty 3514.347800 = -6149496.185485
  nChanged 3311
		SP:Iteration 13F (20804.480000 sec): 3 clusters
  Score: Raw -6155972.121868 + Penalty 3514.347800 = -6152457.774068
  nChanged 2494
		SP:Iteration 14F (20804.880000 sec): 3 clusters
  Score: Raw -6158335.049822 + Penalty 3514.347800 = -6154820.702022
  nChanged 1493
		SP:Iteration 15Q (20805.260000 sec): 3 clusters
  Score: Raw -6159770.892324 + Penalty 3514.347800 = -6156256.544525
  nChanged 625
		SP:Iteration 16Q (20805.660000 sec): 3 clusters
  Score: Raw -6160358.824458 + Penalty 3514.347800 = -6156844.476658
  nChanged 215
		SP:Iteration 17Q (20806.030000 sec): 3 clusters
  Score: Raw -6160577.163952 + Penalty 3514.347800 = -6157062.816153
  nChanged 63
		SP:Iteration 18Q (20806.420000 sec): 3 clusters
  Score: Raw -6160653.920547 + Penalty 3514.347800 = -6157139.572747
  nChanged 29
		SP:Iteration 19Q (20806.780000 sec): 3 clusters
  Score: Raw -6160697.439705 + Penalty 3514.347800 = -6157183.091905
  nChanged 17
		SP:Iteration 20F (20807.200000 sec): 3 clusters
  Score: Raw -6160722.226269 + Penalty 3514.347800 = -6157207.878470
  nChanged 7
		SP:Iteration 21Q (20807.600000 sec): 3 clusters
  Score: Raw -6160737.211011 + Penalty 3514.347800 = -6157222.863211
  nChanged 8
		SP:Iteration 22Q (20808.010000 sec): 3 clusters
  Score: Raw -6160746.258552 + Penalty 3514.347800 = -6157231.910752
  nChanged 3
		SP:Iteration 23Q (20808.360000 sec): 3 clusters
  Score: Raw -6160750.991834 + Penalty 3514.347800 = -6157236.644034
  nChanged 2
		SP:Iteration 24Q (20808.740000 sec): 3 clusters
  Score: Raw -6160756.287979 + Penalty 3514.347800 = -6157241.940180
  nChanged 2
		SP:Iteration 25Q (20809.150000 sec): 3 clusters
  Score: Raw -6160758.347987 + Penalty 3514.347800 = -6157244.000187
  nChanged 1
		SP:Iteration 26Q (20809.510000 sec): 3 clusters
  Score: Raw -6160759.858406 + Penalty 3514.347800 = -6157245.510607
  nChanged 1
		SP:Iteration 27Q (20809.880000 sec): 3 clusters
  Score: Raw -6160760.736309 + Penalty 3514.347800 = -6157246.388509
  nChanged 2
		SP:Iteration 28Q (20810.250000 sec): 3 clusters
  Score: Raw -6160764.189833 + Penalty 3514.347800 = -6157249.842034
  nChanged 3
		SP:Iteration 29Q (20810.620000 sec): 3 clusters
  Score: Raw -6160774.608873 + Penalty 3514.347800 = -6157260.261073
  nChanged 6
		SP:Iteration 30Q (20810.990000 sec): 3 clusters
  Score: Raw -6160785.329078 + Penalty 3514.347800 = -6157270.981278
  nChanged 1
		SP:Iteration 31Q (20811.390000 sec): 3 clusters
  Score: Raw -6160786.305260 + Penalty 3514.347800 = -6157271.957460
  nChanged 1
		SP:Iteration 32Q (20811.790000 sec): 3 clusters
  Score: Raw -6160787.070778 + Penalty 3514.347800 = -6157272.722978
  nChanged 2
		SP:Iteration 33Q (20812.150000 sec): 3 clusters
  Score: Raw -6160790.634853 + Penalty 3514.347800 = -6157276.287053
  nChanged 0
		SP:Iteration 34F (20812.490000 sec): 3 clusters
  Score: Raw -6160790.634853 + Penalty 3514.347800 = -6157276.287053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20812.680000 sec): 2 clusters
  Score: Raw -299275.498499 + Penalty 1281.610362 = -297993.888136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20812.880000 sec): 3 clusters
  Score: Raw -298092.018960 + Penalty 2563.220725 = -295528.798235
  nChanged 983
		SP:Iteration 1F (20813.060000 sec): 3 clusters
  Score: Raw -298787.554715 + Penalty 2563.220725 = -296224.333990
  nChanged 227
		SP:Iteration 2F (20813.250000 sec): 3 clusters
  Score: Raw -298977.905565 + Penalty 2563.220725 = -296414.684840
  nChanged 152
		SP:Iteration 3F (20813.420000 sec): 3 clusters
  Score: Raw -299092.651101 + Penalty 2563.220725 = -296529.430376
  nChanged 110
		SP:Iteration 4Q (20813.610000 sec): 3 clusters
  Score: Raw -299177.161843 + Penalty 2563.220725 = -296613.941118
  nChanged 95
		SP:Iteration 5Q (20813.810000 sec): 3 clusters
  Score: Raw -299241.710899 + Penalty 2563.220725 = -296678.490174
  nChanged 72
		SP:Iteration 6Q (20814.020000 sec): 3 clusters
  Score: Raw -299290.486723 + Penalty 2563.220725 = -296727.265999
  nChanged 67
		SP:Iteration 7Q (20814.210000 sec): 3 clusters
  Score: Raw -299330.945617 + Penalty 2563.220725 = -296767.724892
  nChanged 49
		SP:Iteration 8Q (20814.410000 sec): 3 clusters
  Score: Raw -299363.594798 + Penalty 2563.220725 = -296800.374073
  nChanged 43
		SP:Iteration 9Q (20814.570000 sec): 3 clusters
  Score: Raw -299390.135406 + Penalty 2563.220725 = -296826.914681
  nChanged 39
		SP:Iteration 10Q (20814.750000 sec): 3 clusters
  Score: Raw -299408.687560 + Penalty 2563.220725 = -296845.466835
  nChanged 33
		SP:Iteration 11Q (20814.920000 sec): 3 clusters
  Score: Raw -299425.318968 + Penalty 2563.220725 = -296862.098243
  nChanged 37
		SP:Iteration 12Q (20815.150000 sec): 3 clusters
  Score: Raw -299445.940405 + Penalty 2563.220725 = -296882.719680
  nChanged 29
		SP:Iteration 13Q (20815.290000 sec): 3 clusters
  Score: Raw -299460.712227 + Penalty 2563.220725 = -296897.491502
  nChanged 22
		SP:Iteration 14Q (20815.480000 sec): 3 clusters
  Score: Raw -299470.432303 + Penalty 2563.220725 = -296907.211578
  nChanged 23
		SP:Iteration 15Q (20815.670000 sec): 3 clusters
  Score: Raw -299479.203020 + Penalty 2563.220725 = -296915.982295
  nChanged 15
		SP:Iteration 16Q (20815.870000 sec): 3 clusters
  Score: Raw -299485.340707 + Penalty 2563.220725 = -296922.119983
  nChanged 21
		SP:Iteration 17Q (20816.030000 sec): 3 clusters
  Score: Raw -299494.076470 + Penalty 2563.220725 = -296930.855745
  nChanged 18
		SP:Iteration 18Q (20816.190000 sec): 3 clusters
  Score: Raw -299504.596964 + Penalty 2563.220725 = -296941.376239
  nChanged 25
		SP:Iteration 19Q (20816.390000 sec): 3 clusters
  Score: Raw -299519.888516 + Penalty 2563.220725 = -296956.667791
  nChanged 23
		SP:Iteration 20F (20816.560000 sec): 3 clusters
  Score: Raw -299530.183105 + Penalty 2563.220725 = -296966.962380
  nChanged 18
		SP:Iteration 21Q (20816.730000 sec): 3 clusters
  Score: Raw -299538.596807 + Penalty 2563.220725 = -296975.376082
  nChanged 19
		SP:Iteration 22Q (20816.880000 sec): 3 clusters
  Score: Raw -299545.265822 + Penalty 2563.220725 = -296982.045097
  nChanged 16
		SP:Iteration 23Q (20817.070000 sec): 3 clusters
  Score: Raw -299554.908548 + Penalty 2563.220725 = -296991.687824
  nChanged 17
		SP:Iteration 24Q (20817.220000 sec): 3 clusters
  Score: Raw -299563.778350 + Penalty 2563.220725 = -297000.557626
  nChanged 12
		SP:Iteration 25Q (20817.430000 sec): 3 clusters
  Score: Raw -299569.526122 + Penalty 2563.220725 = -297006.305397
  nChanged 11
		SP:Iteration 26Q (20817.610000 sec): 3 clusters
  Score: Raw -299579.601775 + Penalty 2563.220725 = -297016.381051
  nChanged 15
		SP:Iteration 27Q (20817.760000 sec): 3 clusters
  Score: Raw -299589.560722 + Penalty 2563.220725 = -297026.339997
  nChanged 18
		SP:Iteration 28Q (20817.960000 sec): 3 clusters
  Score: Raw -299601.102491 + Penalty 2563.220725 = -297037.881767
  nChanged 16
		SP:Iteration 29Q (20818.110000 sec): 3 clusters
  Score: Raw -299610.309362 + Penalty 2563.220725 = -297047.088637
  nChanged 17
		SP:Iteration 30Q (20818.320000 sec): 3 clusters
  Score: Raw -299618.118304 + Penalty 2563.220725 = -297054.897580
  nChanged 17
		SP:Iteration 31Q (20818.520000 sec): 3 clusters
  Score: Raw -299630.995973 + Penalty 2563.220725 = -297067.775248
  nChanged 30
		SP:Iteration 32Q (20818.660000 sec): 3 clusters
  Score: Raw -299648.305727 + Penalty 2563.220725 = -297085.085003
  nChanged 29
		SP:Iteration 33Q (20818.870000 sec): 3 clusters
  Score: Raw -299664.338161 + Penalty 2563.220725 = -297101.117436
  nChanged 34
		SP:Iteration 34Q (20819.040000 sec): 3 clusters
  Score: Raw -299687.834662 + Penalty 2563.220725 = -297124.613937
  nChanged 40
		SP:Iteration 35Q (20819.210000 sec): 3 clusters
  Score: Raw -299712.326419 + Penalty 2563.220725 = -297149.105694
  nChanged 34
		SP:Iteration 36Q (20819.390000 sec): 3 clusters
  Score: Raw -299733.484983 + Penalty 2563.220725 = -297170.264258
  nChanged 28
		SP:Iteration 37Q (20819.560000 sec): 3 clusters
  Score: Raw -299754.703369 + Penalty 2563.220725 = -297191.482644
  nChanged 41
		SP:Iteration 38Q (20819.730000 sec): 3 clusters
  Score: Raw -299801.979716 + Penalty 2563.220725 = -297238.758991
  nChanged 57
		SP:Iteration 39Q (20819.910000 sec): 3 clusters
  Score: Raw -299866.650642 + Penalty 2563.220725 = -297303.429918
  nChanged 58
		SP:Iteration 40F (20820.070000 sec): 3 clusters
  Score: Raw -299917.877969 + Penalty 2563.220725 = -297354.657244
  nChanged 50
		SP:Iteration 41Q (20820.270000 sec): 3 clusters
  Score: Raw -299955.770446 + Penalty 2563.220725 = -297392.549721
  nChanged 39
		SP:Iteration 42Q (20820.430000 sec): 3 clusters
  Score: Raw -299992.048404 + Penalty 2563.220725 = -297428.827680
  nChanged 46
		SP:Iteration 43Q (20820.650000 sec): 3 clusters
  Score: Raw -300035.982337 + Penalty 2563.220725 = -297472.761612
  nChanged 38
		SP:Iteration 44Q (20820.800000 sec): 3 clusters
  Score: Raw -300069.915885 + Penalty 2563.220725 = -297506.695160
  nChanged 36
		SP:Iteration 45Q (20821.000000 sec): 3 clusters
  Score: Raw -300103.561973 + Penalty 2563.220725 = -297540.341249
  nChanged 27
		SP:Iteration 46Q (20821.180000 sec): 3 clusters
  Score: Raw -300120.914518 + Penalty 2563.220725 = -297557.693793
  nChanged 24
		SP:Iteration 47Q (20821.320000 sec): 3 clusters
  Score: Raw -300136.113199 + Penalty 2563.220725 = -297572.892474
  nChanged 16
		SP:Iteration 48Q (20821.520000 sec): 3 clusters
  Score: Raw -300146.099850 + Penalty 2563.220725 = -297582.879125
  nChanged 14
		SP:Iteration 49Q (20821.680000 sec): 3 clusters
  Score: Raw -300153.616071 + Penalty 2563.220725 = -297590.395346
  nChanged 15
		SP:Iteration 50Q (20821.840000 sec): 3 clusters
  Score: Raw -300162.880794 + Penalty 2563.220725 = -297599.660070
  nChanged 15
		SP:Iteration 51Q (20822.020000 sec): 3 clusters
  Score: Raw -300177.007764 + Penalty 2563.220725 = -297613.787039
  nChanged 33
		SP:Iteration 52Q (20822.160000 sec): 3 clusters
  Score: Raw -300211.907093 + Penalty 2563.220725 = -297648.686368
  nChanged 37
		SP:Iteration 53Q (20822.350000 sec): 3 clusters
  Score: Raw -300261.356629 + Penalty 2563.220725 = -297698.135904
  nChanged 42
		SP:Iteration 54Q (20822.550000 sec): 3 clusters
  Score: Raw -300309.825441 + Penalty 2563.220725 = -297746.604716
  nChanged 38
		SP:Iteration 55Q (20822.720000 sec): 3 clusters
  Score: Raw -300353.464655 + Penalty 2563.220725 = -297790.243930
  nChanged 33
		SP:Iteration 56Q (20822.900000 sec): 3 clusters
  Score: Raw -300384.044328 + Penalty 2563.220725 = -297820.823603
  nChanged 32
		SP:Iteration 57Q (20823.070000 sec): 3 clusters
  Score: Raw -300413.602533 + Penalty 2563.220725 = -297850.381809
  nChanged 24
		SP:Iteration 58Q (20823.300000 sec): 3 clusters
  Score: Raw -300431.819727 + Penalty 2563.220725 = -297868.599002
  nChanged 13
		SP:Iteration 59Q (20823.460000 sec): 3 clusters
  Score: Raw -300439.725365 + Penalty 2563.220725 = -297876.504640
  nChanged 12
		SP:Iteration 60F (20823.640000 sec): 3 clusters
  Score: Raw -300444.685145 + Penalty 2563.220725 = -297881.464421
  nChanged 5
		SP:Iteration 61Q (20823.840000 sec): 3 clusters
  Score: Raw -300446.156553 + Penalty 2563.220725 = -297882.935828
  nChanged 4
		SP:Iteration 62Q (20824.010000 sec): 3 clusters
  Score: Raw -300447.337852 + Penalty 2563.220725 = -297884.117127
  nChanged 0
		SP:Iteration 63F (20824.150000 sec): 3 clusters
  Score: Raw -300447.337852 + Penalty 2563.220725 = -297884.117127
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20824.250000 sec): 2 clusters
  Score: Raw -25407.455912 + Penalty 883.687888 = -24523.768024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20824.450000 sec): 3 clusters
  Score: Raw -25763.931397 + Penalty 1767.375775 = -23996.555622
  nChanged 60
		SP:Iteration 1F (20824.630000 sec): 3 clusters
  Score: Raw -26013.111162 + Penalty 1767.375775 = -24245.735387
  nChanged 16
		SP:Iteration 2F (20824.780000 sec): 3 clusters
  Score: Raw -26078.843370 + Penalty 1767.375775 = -24311.467595
  nChanged 3
		SP:Iteration 3Q (20824.940000 sec): 3 clusters
  Score: Raw -26082.557703 + Penalty 1767.375775 = -24315.181928
  nChanged 2
		SP:Iteration 4Q (20825.140000 sec): 3 clusters
  Score: Raw -26088.454382 + Penalty 1767.375775 = -24321.078606
  nChanged 2
		SP:Iteration 5Q (20825.290000 sec): 3 clusters
  Score: Raw -26093.762479 + Penalty 1767.375775 = -24326.386704
  nChanged 1
		SP:Iteration 6Q (20825.480000 sec): 3 clusters
  Score: Raw -26098.238335 + Penalty 1767.375775 = -24330.862560
  nChanged 1
		SP:Iteration 7Q (20825.670000 sec): 3 clusters
  Score: Raw -26103.015558 + Penalty 1767.375775 = -24335.639783
  nChanged 1
		SP:Iteration 8Q (20825.830000 sec): 3 clusters
  Score: Raw -26106.305913 + Penalty 1767.375775 = -24338.930138
  nChanged 0
		SP:Iteration 9F (20826.010000 sec): 3 clusters
  Score: Raw -26106.305913 + Penalty 1767.375775 = -24338.930138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20826.120000 sec): 2 clusters
  Score: Raw -103803.690069 + Penalty 1106.827212 = -102696.862858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20826.300000 sec): 3 clusters
  Score: Raw -103485.851305 + Penalty 2213.654423 = -101272.196882
  nChanged 258
		SP:Iteration 1F (20826.450000 sec): 3 clusters
  Score: Raw -103733.988374 + Penalty 2213.654423 = -101520.333951
  nChanged 75
		SP:Iteration 2F (20826.620000 sec): 3 clusters
  Score: Raw -103835.928750 + Penalty 2213.654423 = -101622.274327
  nChanged 51
		SP:Iteration 3F (20826.830000 sec): 3 clusters
  Score: Raw -103912.421034 + Penalty 2213.654423 = -101698.766611
  nChanged 30
		SP:Iteration 4Q (20827.030000 sec): 3 clusters
  Score: Raw -103950.356893 + Penalty 2213.654423 = -101736.702470
  nChanged 18
		SP:Iteration 5Q (20827.170000 sec): 3 clusters
  Score: Raw -103967.518865 + Penalty 2213.654423 = -101753.864442
  nChanged 10
		SP:Iteration 6Q (20827.370000 sec): 3 clusters
  Score: Raw -103979.146853 + Penalty 2213.654423 = -101765.492430
  nChanged 12
		SP:Iteration 7Q (20827.540000 sec): 3 clusters
  Score: Raw -103991.108870 + Penalty 2213.654423 = -101777.454447
  nChanged 9
		SP:Iteration 8Q (20827.670000 sec): 3 clusters
  Score: Raw -104004.122001 + Penalty 2213.654423 = -101790.467578
  nChanged 9
		SP:Iteration 9Q (20827.860000 sec): 3 clusters
  Score: Raw -104014.324493 + Penalty 2213.654423 = -101800.670070
  nChanged 9
		SP:Iteration 10Q (20828.050000 sec): 3 clusters
  Score: Raw -104028.203247 + Penalty 2213.654423 = -101814.548824
  nChanged 3
		SP:Iteration 11Q (20828.210000 sec): 3 clusters
  Score: Raw -104033.227016 + Penalty 2213.654423 = -101819.572593
  nChanged 5
		SP:Iteration 12Q (20828.380000 sec): 3 clusters
  Score: Raw -104037.952948 + Penalty 2213.654423 = -101824.298525
  nChanged 3
		SP:Iteration 13Q (20828.590000 sec): 3 clusters
  Score: Raw -104039.906330 + Penalty 2213.654423 = -101826.251907
  nChanged 2
		SP:Iteration 14Q (20828.790000 sec): 3 clusters
  Score: Raw -104041.317419 + Penalty 2213.654423 = -101827.662996
  nChanged 1
		SP:Iteration 15Q (20828.970000 sec): 3 clusters
  Score: Raw -104043.687183 + Penalty 2213.654423 = -101830.032760
  nChanged 1
		SP:Iteration 16Q (20829.120000 sec): 3 clusters
  Score: Raw -104044.639907 + Penalty 2213.654423 = -101830.985484
  nChanged 1
		SP:Iteration 17Q (20829.310000 sec): 3 clusters
  Score: Raw -104046.160534 + Penalty 2213.654423 = -101832.506111
  nChanged 2
		SP:Iteration 18Q (20829.470000 sec): 3 clusters
  Score: Raw -104048.232641 + Penalty 2213.654423 = -101834.578218
  nChanged 2
		SP:Iteration 19Q (20829.610000 sec): 3 clusters
  Score: Raw -104051.078549 + Penalty 2213.654423 = -101837.424126
  nChanged 4
		SP:Iteration 20F (20829.810000 sec): 3 clusters
  Score: Raw -104055.680512 + Penalty 2213.654423 = -101842.026089
  nChanged 5
		SP:Iteration 21Q (20829.980000 sec): 3 clusters
  Score: Raw -104058.836592 + Penalty 2213.654423 = -101845.182169
  nChanged 3
		SP:Iteration 22Q (20830.150000 sec): 3 clusters
  Score: Raw -104061.495998 + Penalty 2213.654423 = -101847.841575
  nChanged 1
		SP:Iteration 23Q (20830.340000 sec): 3 clusters
  Score: Raw -104062.192394 + Penalty 2213.654423 = -101848.537971
  nChanged 0
		SP:Iteration 24F (20830.510000 sec): 3 clusters
  Score: Raw -104062.192394 + Penalty 2213.654423 = -101848.537971
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20830.650000 sec): 2 clusters
  Score: Raw -998737.328119 + Penalty 1461.169313 = -997276.158806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20830.870000 sec): 3 clusters
  Score: Raw -994254.931509 + Penalty 2922.338626 = -991332.592883
  nChanged 3357
		SP:Iteration 1F (20831.110000 sec): 3 clusters
  Score: Raw -996161.582035 + Penalty 2922.338626 = -993239.243409
  nChanged 554
		SP:Iteration 2F (20831.300000 sec): 3 clusters
  Score: Raw -996468.404475 + Penalty 2922.338626 = -993546.065848
  nChanged 476
		SP:Iteration 3F (20831.510000 sec): 3 clusters
  Score: Raw -996797.210251 + Penalty 2922.338626 = -993874.871625
  nChanged 431
		SP:Iteration 4F (20831.720000 sec): 3 clusters
  Score: Raw -997121.779489 + Penalty 2922.338626 = -994199.440863
  nChanged 435
		SP:Iteration 5F (20831.930000 sec): 3 clusters
  Score: Raw -997432.420038 + Penalty 2922.338626 = -994510.081412
  nChanged 423
		SP:Iteration 6F (20832.170000 sec): 3 clusters
  Score: Raw -997746.717706 + Penalty 2922.338626 = -994824.379079
  nChanged 397
		SP:Iteration 7Q (20832.400000 sec): 3 clusters
  Score: Raw -998035.811406 + Penalty 2922.338626 = -995113.472780
  nChanged 407
		SP:Iteration 8F (20832.580000 sec): 3 clusters
  Score: Raw -998318.984752 + Penalty 2922.338626 = -995396.646126
  nChanged 386
		SP:Iteration 9Q (20832.750000 sec): 3 clusters
  Score: Raw -998587.968713 + Penalty 2922.338626 = -995665.630086
  nChanged 291
		SP:Iteration 10Q (20832.970000 sec): 3 clusters
  Score: Raw -998761.211303 + Penalty 2922.338626 = -995838.872677
  nChanged 242
		SP:Iteration 11Q (20833.130000 sec): 3 clusters
  Score: Raw -998906.555210 + Penalty 2922.338626 = -995984.216584
  nChanged 189
		SP:Iteration 12Q (20833.310000 sec): 3 clusters
  Score: Raw -999021.969193 + Penalty 2922.338626 = -996099.630566
  nChanged 152
		SP:Iteration 13Q (20833.510000 sec): 3 clusters
  Score: Raw -999124.317997 + Penalty 2922.338626 = -996201.979370
  nChanged 147
		SP:Iteration 14Q (20833.710000 sec): 3 clusters
  Score: Raw -999223.189508 + Penalty 2922.338626 = -996300.850881
  nChanged 132
		SP:Iteration 15Q (20833.940000 sec): 3 clusters
  Score: Raw -999321.255027 + Penalty 2922.338626 = -996398.916400
  nChanged 137
		SP:Iteration 16Q (20834.160000 sec): 3 clusters
  Score: Raw -999433.783936 + Penalty 2922.338626 = -996511.445310
  nChanged 120
		SP:Iteration 17Q (20834.380000 sec): 3 clusters
  Score: Raw -999535.863428 + Penalty 2922.338626 = -996613.524801
  nChanged 97
		SP:Iteration 18Q (20834.590000 sec): 3 clusters
  Score: Raw -999598.921383 + Penalty 2922.338626 = -996676.582757
  nChanged 85
		SP:Iteration 19Q (20834.800000 sec): 3 clusters
  Score: Raw -999653.426107 + Penalty 2922.338626 = -996731.087480
  nChanged 72
		SP:Iteration 20F (20835.060000 sec): 3 clusters
  Score: Raw -999689.313917 + Penalty 2922.338626 = -996766.975291
  nChanged 59
		SP:Iteration 21Q (20835.220000 sec): 3 clusters
  Score: Raw -999723.820027 + Penalty 2922.338626 = -996801.481401
  nChanged 53
		SP:Iteration 22Q (20835.460000 sec): 3 clusters
  Score: Raw -999755.563689 + Penalty 2922.338626 = -996833.225062
  nChanged 52
		SP:Iteration 23Q (20835.690000 sec): 3 clusters
  Score: Raw -999782.463745 + Penalty 2922.338626 = -996860.125119
  nChanged 37
		SP:Iteration 24Q (20835.920000 sec): 3 clusters
  Score: Raw -999801.626949 + Penalty 2922.338626 = -996879.288322
  nChanged 37
		SP:Iteration 25Q (20836.120000 sec): 3 clusters
  Score: Raw -999822.430490 + Penalty 2922.338626 = -996900.091864
  nChanged 40
		SP:Iteration 26Q (20836.330000 sec): 3 clusters
  Score: Raw -999838.841586 + Penalty 2922.338626 = -996916.502960
  nChanged 29
		SP:Iteration 27Q (20836.510000 sec): 3 clusters
  Score: Raw -999847.870405 + Penalty 2922.338626 = -996925.531779
  nChanged 18
		SP:Iteration 28Q (20836.740000 sec): 3 clusters
  Score: Raw -999853.259023 + Penalty 2922.338626 = -996930.920397
  nChanged 15
		SP:Iteration 29Q (20836.970000 sec): 3 clusters
  Score: Raw -999857.564576 + Penalty 2922.338626 = -996935.225949
  nChanged 8
		SP:Iteration 30Q (20837.160000 sec): 3 clusters
  Score: Raw -999859.327013 + Penalty 2922.338626 = -996936.988386
  nChanged 5
		SP:Iteration 31Q (20837.420000 sec): 3 clusters
  Score: Raw -999860.094705 + Penalty 2922.338626 = -996937.756079
  nChanged 5
		SP:Iteration 32Q (20837.590000 sec): 3 clusters
  Score: Raw -999860.789513 + Penalty 2922.338626 = -996938.450887
  nChanged 4
		SP:Iteration 33Q (20837.770000 sec): 3 clusters
  Score: Raw -999861.573170 + Penalty 2922.338626 = -996939.234544
  nChanged 1
		SP:Iteration 34Q (20838.030000 sec): 3 clusters
  Score: Raw -999861.780547 + Penalty 2922.338626 = -996939.441921
  nChanged 1
		SP:Iteration 35Q (20838.220000 sec): 3 clusters
  Score: Raw -999861.879591 + Penalty 2922.338626 = -996939.540965
  nChanged 1
		SP:Iteration 36Q (20838.420000 sec): 3 clusters
  Score: Raw -999861.997794 + Penalty 2922.338626 = -996939.659168
  nChanged 0
		SP:Iteration 37F (20838.620000 sec): 3 clusters
  Score: Raw -999861.997794 + Penalty 2922.338626 = -996939.659168
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20838.760000 sec): 2 clusters
  Score: Raw -876174.640476 + Penalty 1440.268593 = -874734.371883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20838.960000 sec): 3 clusters
  Score: Raw -872246.211849 + Penalty 2880.537186 = -869365.674663
  nChanged 3025
		SP:Iteration 1F (20839.200000 sec): 3 clusters
  Score: Raw -873900.536964 + Penalty 2880.537186 = -871019.999778
  nChanged 503
		SP:Iteration 2F (20839.390000 sec): 3 clusters
  Score: Raw -874138.029763 + Penalty 2880.537186 = -871257.492577
  nChanged 406
		SP:Iteration 3F (20839.630000 sec): 3 clusters
  Score: Raw -874332.399198 + Penalty 2880.537186 = -871451.862013
  nChanged 341
		SP:Iteration 4Q (20839.840000 sec): 3 clusters
  Score: Raw -874514.859262 + Penalty 2880.537186 = -871634.322076
  nChanged 331
		SP:Iteration 5Q (20840.050000 sec): 3 clusters
  Score: Raw -874700.885175 + Penalty 2880.537186 = -871820.347989
  nChanged 323
		SP:Iteration 6Q (20840.260000 sec): 3 clusters
  Score: Raw -874911.728785 + Penalty 2880.537186 = -872031.191600
  nChanged 343
		SP:Iteration 7Q (20840.470000 sec): 3 clusters
  Score: Raw -875143.816420 + Penalty 2880.537186 = -872263.279234
  nChanged 336
		SP:Iteration 8Q (20840.650000 sec): 3 clusters
  Score: Raw -875364.407460 + Penalty 2880.537186 = -872483.870274
  nChanged 328
		SP:Iteration 9Q (20840.870000 sec): 3 clusters
  Score: Raw -875574.864950 + Penalty 2880.537186 = -872694.327764
  nChanged 270
		SP:Iteration 10Q (20841.050000 sec): 3 clusters
  Score: Raw -875755.801716 + Penalty 2880.537186 = -872875.264531
  nChanged 251
		SP:Iteration 11Q (20841.260000 sec): 3 clusters
  Score: Raw -875923.104068 + Penalty 2880.537186 = -873042.566883
  nChanged 206
		SP:Iteration 12Q (20841.470000 sec): 3 clusters
  Score: Raw -876024.529076 + Penalty 2880.537186 = -873143.991890
  nChanged 146
		SP:Iteration 13Q (20841.710000 sec): 3 clusters
  Score: Raw -876081.818939 + Penalty 2880.537186 = -873201.281753
  nChanged 101
		SP:Iteration 14Q (20841.900000 sec): 3 clusters
  Score: Raw -876116.031260 + Penalty 2880.537186 = -873235.494074
  nChanged 60
		SP:Iteration 15Q (20842.100000 sec): 3 clusters
  Score: Raw -876133.338143 + Penalty 2880.537186 = -873252.800957
  nChanged 37
		SP:Iteration 16Q (20842.310000 sec): 3 clusters
  Score: Raw -876144.630162 + Penalty 2880.537186 = -873264.092976
  nChanged 39
		SP:Iteration 17Q (20842.500000 sec): 3 clusters
  Score: Raw -876155.667798 + Penalty 2880.537186 = -873275.130612
  nChanged 46
		SP:Iteration 18Q (20842.690000 sec): 3 clusters
  Score: Raw -876168.960093 + Penalty 2880.537186 = -873288.422908
  nChanged 39
		SP:Iteration 19Q (20842.930000 sec): 3 clusters
  Score: Raw -876175.660259 + Penalty 2880.537186 = -873295.123073
  nChanged 21
		SP:Iteration 20F (20843.140000 sec): 3 clusters
  Score: Raw -876179.164341 + Penalty 2880.537186 = -873298.627156
  nChanged 13
		SP:Iteration 21Q (20843.320000 sec): 3 clusters
  Score: Raw -876181.481304 + Penalty 2880.537186 = -873300.944119
  nChanged 14
		SP:Iteration 22Q (20843.570000 sec): 3 clusters
  Score: Raw -876184.275547 + Penalty 2880.537186 = -873303.738361
  nChanged 10
		SP:Iteration 23Q (20843.780000 sec): 3 clusters
  Score: Raw -876187.441638 + Penalty 2880.537186 = -873306.904453
  nChanged 18
		SP:Iteration 24Q (20843.990000 sec): 3 clusters
  Score: Raw -876191.449833 + Penalty 2880.537186 = -873310.912647
  nChanged 17
		SP:Iteration 25Q (20844.180000 sec): 3 clusters
  Score: Raw -876196.070819 + Penalty 2880.537186 = -873315.533633
  nChanged 14
		SP:Iteration 26Q (20844.380000 sec): 3 clusters
  Score: Raw -876198.305155 + Penalty 2880.537186 = -873317.767969
  nChanged 9
		SP:Iteration 27Q (20844.620000 sec): 3 clusters
  Score: Raw -876199.465299 + Penalty 2880.537186 = -873318.928114
  nChanged 8
		SP:Iteration 28Q (20844.810000 sec): 3 clusters
  Score: Raw -876200.618202 + Penalty 2880.537186 = -873320.081016
  nChanged 3
		SP:Iteration 29Q (20844.980000 sec): 3 clusters
  Score: Raw -876201.053551 + Penalty 2880.537186 = -873320.516365
  nChanged 1
		SP:Iteration 30Q (20845.160000 sec): 3 clusters
  Score: Raw -876201.129189 + Penalty 2880.537186 = -873320.592004
  nChanged 0
		SP:Iteration 31F (20845.340000 sec): 3 clusters
  Score: Raw -876201.129189 + Penalty 2880.537186 = -873320.592004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20845.460000 sec): 2 clusters
  Score: Raw -137584.507862 + Penalty 1161.094372 = -136423.413490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20845.660000 sec): 3 clusters
  Score: Raw -137144.590182 + Penalty 2322.188744 = -134822.401438
  nChanged 411
		SP:Iteration 1F (20845.830000 sec): 3 clusters
  Score: Raw -137533.853925 + Penalty 2322.188744 = -135211.665181
  nChanged 126
		SP:Iteration 2F (20845.980000 sec): 3 clusters
  Score: Raw -137681.815593 + Penalty 2322.188744 = -135359.626849
  nChanged 78
		SP:Iteration 3F (20846.210000 sec): 3 clusters
  Score: Raw -137753.244062 + Penalty 2322.188744 = -135431.055318
  nChanged 55
		SP:Iteration 4Q (20846.390000 sec): 3 clusters
  Score: Raw -137810.034551 + Penalty 2322.188744 = -135487.845807
  nChanged 37
		SP:Iteration 5Q (20846.600000 sec): 3 clusters
  Score: Raw -137840.504249 + Penalty 2322.188744 = -135518.315505
  nChanged 22
		SP:Iteration 6Q (20846.790000 sec): 3 clusters
  Score: Raw -137856.545595 + Penalty 2322.188744 = -135534.356851
  nChanged 15
		SP:Iteration 7Q (20846.920000 sec): 3 clusters
  Score: Raw -137874.211345 + Penalty 2322.188744 = -135552.022601
  nChanged 19
		SP:Iteration 8Q (20847.100000 sec): 3 clusters
  Score: Raw -137897.199779 + Penalty 2322.188744 = -135575.011035
  nChanged 16
		SP:Iteration 9Q (20847.310000 sec): 3 clusters
  Score: Raw -137910.883138 + Penalty 2322.188744 = -135588.694394
  nChanged 15
		SP:Iteration 10Q (20847.480000 sec): 3 clusters
  Score: Raw -137924.367800 + Penalty 2322.188744 = -135602.179056
  nChanged 6
		SP:Iteration 11Q (20847.660000 sec): 3 clusters
  Score: Raw -137928.681224 + Penalty 2322.188744 = -135606.492480
  nChanged 6
		SP:Iteration 12Q (20847.860000 sec): 3 clusters
  Score: Raw -137936.476533 + Penalty 2322.188744 = -135614.287789
  nChanged 6
		SP:Iteration 13Q (20848.070000 sec): 3 clusters
  Score: Raw -137942.787639 + Penalty 2322.188744 = -135620.598895
  nChanged 10
		SP:Iteration 14Q (20848.230000 sec): 3 clusters
  Score: Raw -137951.864702 + Penalty 2322.188744 = -135629.675958
  nChanged 5
		SP:Iteration 15Q (20848.440000 sec): 3 clusters
  Score: Raw -137956.126692 + Penalty 2322.188744 = -135633.937948
  nChanged 4
		SP:Iteration 16Q (20848.620000 sec): 3 clusters
  Score: Raw -137959.802447 + Penalty 2322.188744 = -135637.613703
  nChanged 5
		SP:Iteration 17Q (20848.790000 sec): 3 clusters
  Score: Raw -137965.813654 + Penalty 2322.188744 = -135643.624911
  nChanged 7
		SP:Iteration 18Q (20848.980000 sec): 3 clusters
  Score: Raw -137975.164816 + Penalty 2322.188744 = -135652.976072
  nChanged 7
		SP:Iteration 19Q (20849.150000 sec): 3 clusters
  Score: Raw -137984.918565 + Penalty 2322.188744 = -135662.729821
  nChanged 11
		SP:Iteration 20F (20849.300000 sec): 3 clusters
  Score: Raw -137992.342567 + Penalty 2322.188744 = -135670.153823
  nChanged 4
		SP:Iteration 21Q (20849.490000 sec): 3 clusters
  Score: Raw -137996.180516 + Penalty 2322.188744 = -135673.991773
  nChanged 4
		SP:Iteration 22Q (20849.630000 sec): 3 clusters
  Score: Raw -137999.019462 + Penalty 2322.188744 = -135676.830718
  nChanged 4
		SP:Iteration 23Q (20849.850000 sec): 3 clusters
  Score: Raw -138002.907426 + Penalty 2322.188744 = -135680.718683
  nChanged 1
		SP:Iteration 24Q (20850.020000 sec): 3 clusters
  Score: Raw -138003.610643 + Penalty 2322.188744 = -135681.421899
  nChanged 2
		SP:Iteration 25Q (20850.180000 sec): 3 clusters
  Score: Raw -138005.961813 + Penalty 2322.188744 = -135683.773069
  nChanged 3
		SP:Iteration 26Q (20850.370000 sec): 3 clusters
  Score: Raw -138010.762623 + Penalty 2322.188744 = -135688.573879
  nChanged 7
		SP:Iteration 27Q (20850.550000 sec): 3 clusters
  Score: Raw -138016.573025 + Penalty 2322.188744 = -135694.384281
  nChanged 6
		SP:Iteration 28Q (20850.740000 sec): 3 clusters
  Score: Raw -138021.556047 + Penalty 2322.188744 = -135699.367303
  nChanged 2
		SP:Iteration 29Q (20850.920000 sec): 3 clusters
  Score: Raw -138023.348389 + Penalty 2322.188744 = -135701.159646
  nChanged 2
		SP:Iteration 30Q (20851.090000 sec): 3 clusters
  Score: Raw -138025.969460 + Penalty 2322.188744 = -135703.780716
  nChanged 4
		SP:Iteration 31Q (20851.250000 sec): 3 clusters
  Score: Raw -138029.036797 + Penalty 2322.188744 = -135706.848053
  nChanged 2
		SP:Iteration 32Q (20851.410000 sec): 3 clusters
  Score: Raw -138030.281944 + Penalty 2322.188744 = -135708.093201
  nChanged 1
		SP:Iteration 33Q (20851.580000 sec): 3 clusters
  Score: Raw -138031.411878 + Penalty 2322.188744 = -135709.223135
  nChanged 1
		SP:Iteration 34Q (20851.750000 sec): 3 clusters
  Score: Raw -138032.190808 + Penalty 2322.188744 = -135710.002064
  nChanged 1
		SP:Iteration 35Q (20851.870000 sec): 3 clusters
  Score: Raw -138033.215101 + Penalty 2322.188744 = -135711.026358
  nChanged 1
		SP:Iteration 36Q (20852.070000 sec): 3 clusters
  Score: Raw -138033.540308 + Penalty 2322.188744 = -135711.351564
  nChanged 0
		SP:Iteration 37F (20852.280000 sec): 3 clusters
  Score: Raw -138033.540308 + Penalty 2322.188744 = -135711.351564
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20852.350000 sec): 2 clusters
  Score: Raw -143099.930362 + Penalty 1152.947961 = -141946.982401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20852.550000 sec): 3 clusters
  Score: Raw -142686.120536 + Penalty 2305.895923 = -140380.224613
  nChanged 390
		SP:Iteration 1F (20852.710000 sec): 3 clusters
  Score: Raw -143005.037202 + Penalty 2305.895923 = -140699.141280
  nChanged 94
		SP:Iteration 2F (20852.870000 sec): 3 clusters
  Score: Raw -143088.862478 + Penalty 2305.895923 = -140782.966555
  nChanged 48
		SP:Iteration 3Q (20853.030000 sec): 3 clusters
  Score: Raw -143130.823667 + Penalty 2305.895923 = -140824.927745
  nChanged 34
		SP:Iteration 4Q (20853.250000 sec): 3 clusters
  Score: Raw -143175.895888 + Penalty 2305.895923 = -140869.999965
  nChanged 35
		SP:Iteration 5Q (20853.430000 sec): 3 clusters
  Score: Raw -143212.164840 + Penalty 2305.895923 = -140906.268918
  nChanged 42
		SP:Iteration 6Q (20853.590000 sec): 3 clusters
  Score: Raw -143269.350264 + Penalty 2305.895923 = -140963.454341
  nChanged 45
		SP:Iteration 7Q (20853.790000 sec): 3 clusters
  Score: Raw -143331.537647 + Penalty 2305.895923 = -141025.641724
  nChanged 49
		SP:Iteration 8Q (20853.980000 sec): 3 clusters
  Score: Raw -143393.553859 + Penalty 2305.895923 = -141087.657936
  nChanged 40
		SP:Iteration 9Q (20854.140000 sec): 3 clusters
  Score: Raw -143467.695492 + Penalty 2305.895923 = -141161.799570
  nChanged 45
		SP:Iteration 10Q (20854.290000 sec): 3 clusters
  Score: Raw -143541.887165 + Penalty 2305.895923 = -141235.991242
  nChanged 39
		SP:Iteration 11Q (20854.460000 sec): 3 clusters
  Score: Raw -143596.039548 + Penalty 2305.895923 = -141290.143626
  nChanged 27
		SP:Iteration 12Q (20854.680000 sec): 3 clusters
  Score: Raw -143622.975344 + Penalty 2305.895923 = -141317.079422
  nChanged 16
		SP:Iteration 13Q (20854.840000 sec): 3 clusters
  Score: Raw -143638.701571 + Penalty 2305.895923 = -141332.805648
  nChanged 11
		SP:Iteration 14Q (20855.010000 sec): 3 clusters
  Score: Raw -143653.020202 + Penalty 2305.895923 = -141347.124279
  nChanged 5
		SP:Iteration 15Q (20855.190000 sec): 3 clusters
  Score: Raw -143657.663944 + Penalty 2305.895923 = -141351.768021
  nChanged 2
		SP:Iteration 16Q (20855.380000 sec): 3 clusters
  Score: Raw -143658.977246 + Penalty 2305.895923 = -141353.081324
  nChanged 1
		SP:Iteration 17Q (20855.530000 sec): 3 clusters
  Score: Raw -143660.539184 + Penalty 2305.895923 = -141354.643261
  nChanged 4
		SP:Iteration 18Q (20855.710000 sec): 3 clusters
  Score: Raw -143664.387745 + Penalty 2305.895923 = -141358.491822
  nChanged 3
		SP:Iteration 19Q (20855.940000 sec): 3 clusters
  Score: Raw -143666.708638 + Penalty 2305.895923 = -141360.812716
  nChanged 6
		SP:Iteration 20F (20856.130000 sec): 3 clusters
  Score: Raw -143677.120152 + Penalty 2305.895923 = -141371.224229
  nChanged 6
		SP:Iteration 21Q (20856.320000 sec): 3 clusters
  Score: Raw -143690.069040 + Penalty 2305.895923 = -141384.173118
  nChanged 5
		SP:Iteration 22Q (20856.490000 sec): 3 clusters
  Score: Raw -143697.518512 + Penalty 2305.895923 = -141391.622589
  nChanged 4
		SP:Iteration 23Q (20856.640000 sec): 3 clusters
  Score: Raw -143701.541638 + Penalty 2305.895923 = -141395.645715
  nChanged 2
		SP:Iteration 24Q (20856.830000 sec): 3 clusters
  Score: Raw -143704.095769 + Penalty 2305.895923 = -141398.199846
  nChanged 1
		SP:Iteration 25Q (20857.020000 sec): 3 clusters
  Score: Raw -143704.856861 + Penalty 2305.895923 = -141398.960939
  nChanged 0
		SP:Iteration 26F (20857.210000 sec): 3 clusters
  Score: Raw -143704.856861 + Penalty 2305.895923 = -141398.960939
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20857.300000 sec): 2 clusters
  Score: Raw -296621.083056 + Penalty 1288.950512 = -295332.132544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20857.490000 sec): 3 clusters
  Score: Raw -295329.002337 + Penalty 2577.901025 = -292751.101313
  nChanged 1015
		SP:Iteration 1F (20857.680000 sec): 3 clusters
  Score: Raw -295977.472316 + Penalty 2577.901025 = -293399.571292
  nChanged 221
		SP:Iteration 2F (20857.910000 sec): 3 clusters
  Score: Raw -296157.039739 + Penalty 2577.901025 = -293579.138714
  nChanged 168
		SP:Iteration 3F (20858.050000 sec): 3 clusters
  Score: Raw -296297.620877 + Penalty 2577.901025 = -293719.719852
  nChanged 144
		SP:Iteration 4F (20858.240000 sec): 3 clusters
  Score: Raw -296440.069023 + Penalty 2577.901025 = -293862.167998
  nChanged 160
		SP:Iteration 5F (20858.400000 sec): 3 clusters
  Score: Raw -296617.558624 + Penalty 2577.901025 = -294039.657599
  nChanged 125
		SP:Iteration 6Q (20858.580000 sec): 3 clusters
  Score: Raw -296745.659147 + Penalty 2577.901025 = -294167.758123
  nChanged 103
		SP:Iteration 7Q (20858.720000 sec): 3 clusters
  Score: Raw -296843.196797 + Penalty 2577.901025 = -294265.295773
  nChanged 88
		SP:Iteration 8Q (20858.910000 sec): 3 clusters
  Score: Raw -296931.522179 + Penalty 2577.901025 = -294353.621154
  nChanged 76
		SP:Iteration 9Q (20859.120000 sec): 3 clusters
  Score: Raw -297011.168082 + Penalty 2577.901025 = -294433.267057
  nChanged 68
		SP:Iteration 10Q (20859.290000 sec): 3 clusters
  Score: Raw -297082.018180 + Penalty 2577.901025 = -294504.117156
  nChanged 58
		SP:Iteration 11Q (20859.480000 sec): 3 clusters
  Score: Raw -297125.357296 + Penalty 2577.901025 = -294547.456272
  nChanged 33
		SP:Iteration 12Q (20859.660000 sec): 3 clusters
  Score: Raw -297146.678519 + Penalty 2577.901025 = -294568.777495
  nChanged 30
		SP:Iteration 13Q (20859.860000 sec): 3 clusters
  Score: Raw -297165.462279 + Penalty 2577.901025 = -294587.561255
  nChanged 21
		SP:Iteration 14Q (20860.020000 sec): 3 clusters
  Score: Raw -297180.763076 + Penalty 2577.901025 = -294602.862052
  nChanged 23
		SP:Iteration 15Q (20860.220000 sec): 3 clusters
  Score: Raw -297196.359061 + Penalty 2577.901025 = -294618.458036
  nChanged 22
		SP:Iteration 16Q (20860.430000 sec): 3 clusters
  Score: Raw -297207.974564 + Penalty 2577.901025 = -294630.073540
  nChanged 17
		SP:Iteration 17Q (20860.580000 sec): 3 clusters
  Score: Raw -297215.687153 + Penalty 2577.901025 = -294637.786129
  nChanged 13
		SP:Iteration 18Q (20860.800000 sec): 3 clusters
  Score: Raw -297225.452726 + Penalty 2577.901025 = -294647.551701
  nChanged 9
		SP:Iteration 19Q (20860.980000 sec): 3 clusters
  Score: Raw -297232.019808 + Penalty 2577.901025 = -294654.118784
  nChanged 12
		SP:Iteration 20F (20861.170000 sec): 3 clusters
  Score: Raw -297239.835260 + Penalty 2577.901025 = -294661.934236
  nChanged 6
		SP:Iteration 21Q (20861.340000 sec): 3 clusters
  Score: Raw -297241.757902 + Penalty 2577.901025 = -294663.856877
  nChanged 0
		SP:Iteration 22F (20861.540000 sec): 3 clusters
  Score: Raw -297241.757902 + Penalty 2577.901025 = -294663.856877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20861.670000 sec): 2 clusters
  Score: Raw -152399.942774 + Penalty 1164.141336 = -151235.801437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20861.900000 sec): 3 clusters
  Score: Raw -151988.171889 + Penalty 2328.282672 = -149659.889217
  nChanged 413
		SP:Iteration 1F (20862.050000 sec): 3 clusters
  Score: Raw -152339.516049 + Penalty 2328.282672 = -150011.233376
  nChanged 121
		SP:Iteration 2F (20862.230000 sec): 3 clusters
  Score: Raw -152477.667423 + Penalty 2328.282672 = -150149.384751
  nChanged 85
		SP:Iteration 3F (20862.400000 sec): 3 clusters
  Score: Raw -152588.102226 + Penalty 2328.282672 = -150259.819553
  nChanged 74
		SP:Iteration 4F (20862.620000 sec): 3 clusters
  Score: Raw -152679.659781 + Penalty 2328.282672 = -150351.377108
  nChanged 71
		SP:Iteration 5F (20862.820000 sec): 3 clusters
  Score: Raw -152772.255486 + Penalty 2328.282672 = -150443.972814
  nChanged 59
		SP:Iteration 6Q (20863.010000 sec): 3 clusters
  Score: Raw -152888.221381 + Penalty 2328.282672 = -150559.938708
  nChanged 63
		SP:Iteration 7Q (20863.160000 sec): 3 clusters
  Score: Raw -153012.178442 + Penalty 2328.282672 = -150683.895770
  nChanged 50
		SP:Iteration 8Q (20863.300000 sec): 3 clusters
  Score: Raw -153101.700738 + Penalty 2328.282672 = -150773.418066
  nChanged 31
		SP:Iteration 9Q (20863.500000 sec): 3 clusters
  Score: Raw -153143.938260 + Penalty 2328.282672 = -150815.655588
  nChanged 15
		SP:Iteration 10Q (20863.680000 sec): 3 clusters
  Score: Raw -153162.879872 + Penalty 2328.282672 = -150834.597199
  nChanged 13
		SP:Iteration 11Q (20863.840000 sec): 3 clusters
  Score: Raw -153181.072148 + Penalty 2328.282672 = -150852.789475
  nChanged 5
		SP:Iteration 12Q (20864.020000 sec): 3 clusters
  Score: Raw -153187.427659 + Penalty 2328.282672 = -150859.144987
  nChanged 2
		SP:Iteration 13Q (20864.260000 sec): 3 clusters
  Score: Raw -153189.454779 + Penalty 2328.282672 = -150861.172106
  nChanged 0
		SP:Iteration 14F (20864.460000 sec): 3 clusters
  Score: Raw -153189.454779 + Penalty 2328.282672 = -150861.172106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20864.530000 sec): 2 clusters
  Score: Raw -400241.332110 + Penalty 1319.014789 = -398922.317320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20864.740000 sec): 3 clusters
  Score: Raw -398603.205301 + Penalty 2638.029579 = -395965.175722
  nChanged 1299
		SP:Iteration 1F (20864.920000 sec): 3 clusters
  Score: Raw -399296.717102 + Penalty 2638.029579 = -396658.687523
  nChanged 254
		SP:Iteration 2F (20865.110000 sec): 3 clusters
  Score: Raw -399440.819286 + Penalty 2638.029579 = -396802.789708
  nChanged 164
		SP:Iteration 3Q (20865.310000 sec): 3 clusters
  Score: Raw -399524.060265 + Penalty 2638.029579 = -396886.030686
  nChanged 123
		SP:Iteration 4Q (20865.520000 sec): 3 clusters
  Score: Raw -399583.840668 + Penalty 2638.029579 = -396945.811090
  nChanged 105
		SP:Iteration 5Q (20865.720000 sec): 3 clusters
  Score: Raw -399645.259095 + Penalty 2638.029579 = -397007.229517
  nChanged 106
		SP:Iteration 6Q (20865.890000 sec): 3 clusters
  Score: Raw -399702.227676 + Penalty 2638.029579 = -397064.198097
  nChanged 95
		SP:Iteration 7Q (20866.100000 sec): 3 clusters
  Score: Raw -399755.390522 + Penalty 2638.029579 = -397117.360944
  nChanged 100
		SP:Iteration 8Q (20866.290000 sec): 3 clusters
  Score: Raw -399816.409323 + Penalty 2638.029579 = -397178.379744
  nChanged 84
		SP:Iteration 9Q (20866.460000 sec): 3 clusters
  Score: Raw -399858.882730 + Penalty 2638.029579 = -397220.853151
  nChanged 70
		SP:Iteration 10Q (20866.700000 sec): 3 clusters
  Score: Raw -399895.875959 + Penalty 2638.029579 = -397257.846380
  nChanged 78
		SP:Iteration 11Q (20866.880000 sec): 3 clusters
  Score: Raw -399942.556364 + Penalty 2638.029579 = -397304.526786
  nChanged 75
		SP:Iteration 12Q (20867.070000 sec): 3 clusters
  Score: Raw -399989.294323 + Penalty 2638.029579 = -397351.264745
  nChanged 79
		SP:Iteration 13Q (20867.270000 sec): 3 clusters
  Score: Raw -400046.474930 + Penalty 2638.029579 = -397408.445351
  nChanged 75
		SP:Iteration 14Q (20867.460000 sec): 3 clusters
  Score: Raw -400097.432559 + Penalty 2638.029579 = -397459.402981
  nChanged 63
		SP:Iteration 15Q (20867.680000 sec): 3 clusters
  Score: Raw -400147.086281 + Penalty 2638.029579 = -397509.056702
  nChanged 72
		SP:Iteration 16Q (20867.870000 sec): 3 clusters
  Score: Raw -400194.659953 + Penalty 2638.029579 = -397556.630374
  nChanged 56
		SP:Iteration 17Q (20868.020000 sec): 3 clusters
  Score: Raw -400230.948609 + Penalty 2638.029579 = -397592.919030
  nChanged 49
		SP:Iteration 18Q (20868.210000 sec): 3 clusters
  Score: Raw -400262.239907 + Penalty 2638.029579 = -397624.210329
  nChanged 32
		SP:Iteration 19Q (20868.390000 sec): 3 clusters
  Score: Raw -400282.526996 + Penalty 2638.029579 = -397644.497417
  nChanged 36
		SP:Iteration 20F (20868.570000 sec): 3 clusters
  Score: Raw -400305.448847 + Penalty 2638.029579 = -397667.419269
  nChanged 33
		SP:Iteration 21Q (20868.800000 sec): 3 clusters
  Score: Raw -400329.788836 + Penalty 2638.029579 = -397691.759258
  nChanged 23
		SP:Iteration 22Q (20868.960000 sec): 3 clusters
  Score: Raw -400346.918270 + Penalty 2638.029579 = -397708.888692
  nChanged 25
		SP:Iteration 23Q (20869.140000 sec): 3 clusters
  Score: Raw -400360.021991 + Penalty 2638.029579 = -397721.992412
  nChanged 20
		SP:Iteration 24Q (20869.320000 sec): 3 clusters
  Score: Raw -400370.033644 + Penalty 2638.029579 = -397732.004066
  nChanged 13
		SP:Iteration 25Q (20869.500000 sec): 3 clusters
  Score: Raw -400375.370739 + Penalty 2638.029579 = -397737.341161
  nChanged 11
		SP:Iteration 26Q (20869.690000 sec): 3 clusters
  Score: Raw -400382.161657 + Penalty 2638.029579 = -397744.132078
  nChanged 13
		SP:Iteration 27Q (20869.880000 sec): 3 clusters
  Score: Raw -400389.935128 + Penalty 2638.029579 = -397751.905550
  nChanged 8
		SP:Iteration 28Q (20870.060000 sec): 3 clusters
  Score: Raw -400394.953972 + Penalty 2638.029579 = -397756.924394
  nChanged 8
		SP:Iteration 29Q (20870.270000 sec): 3 clusters
  Score: Raw -400398.239729 + Penalty 2638.029579 = -397760.210151
  nChanged 4
		SP:Iteration 30Q (20870.470000 sec): 3 clusters
  Score: Raw -400399.631498 + Penalty 2638.029579 = -397761.601919
  nChanged 2
		SP:Iteration 31Q (20870.640000 sec): 3 clusters
  Score: Raw -400400.413544 + Penalty 2638.029579 = -397762.383965
  nChanged 2
		SP:Iteration 32Q (20870.830000 sec): 3 clusters
  Score: Raw -400401.125293 + Penalty 2638.029579 = -397763.095714
  nChanged 1
		SP:Iteration 33Q (20871.020000 sec): 3 clusters
  Score: Raw -400401.528992 + Penalty 2638.029579 = -397763.499413
  nChanged 0
		SP:Iteration 34F (20871.150000 sec): 3 clusters
  Score: Raw -400401.528992 + Penalty 2638.029579 = -397763.499413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20871.270000 sec): 2 clusters
  Score: Raw -347126.087254 + Penalty 1299.018101 = -345827.069153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20871.470000 sec): 3 clusters
  Score: Raw -345767.365337 + Penalty 2598.036203 = -343169.329134
  nChanged 1105
		SP:Iteration 1F (20871.640000 sec): 3 clusters
  Score: Raw -346503.988268 + Penalty 2598.036203 = -343905.952065
  nChanged 248
		SP:Iteration 2F (20871.810000 sec): 3 clusters
  Score: Raw -346704.463453 + Penalty 2598.036203 = -344106.427250
  nChanged 180
		SP:Iteration 3F (20871.970000 sec): 3 clusters
  Score: Raw -346834.049165 + Penalty 2598.036203 = -344236.012962
  nChanged 129
		SP:Iteration 4Q (20872.180000 sec): 3 clusters
  Score: Raw -346934.097950 + Penalty 2598.036203 = -344336.061747
  nChanged 108
		SP:Iteration 5Q (20872.400000 sec): 3 clusters
  Score: Raw -347009.203636 + Penalty 2598.036203 = -344411.167433
  nChanged 99
		SP:Iteration 6Q (20872.590000 sec): 3 clusters
  Score: Raw -347068.359782 + Penalty 2598.036203 = -344470.323579
  nChanged 94
		SP:Iteration 7Q (20872.770000 sec): 3 clusters
  Score: Raw -347122.576604 + Penalty 2598.036203 = -344524.540401
  nChanged 82
		SP:Iteration 8Q (20872.950000 sec): 3 clusters
  Score: Raw -347165.427584 + Penalty 2598.036203 = -344567.391381
  nChanged 65
		SP:Iteration 9Q (20873.140000 sec): 3 clusters
  Score: Raw -347207.212181 + Penalty 2598.036203 = -344609.175978
  nChanged 79
		SP:Iteration 10Q (20873.330000 sec): 3 clusters
  Score: Raw -347263.041756 + Penalty 2598.036203 = -344665.005553
  nChanged 72
		SP:Iteration 11Q (20873.510000 sec): 3 clusters
  Score: Raw -347314.075142 + Penalty 2598.036203 = -344716.038939
  nChanged 83
		SP:Iteration 12Q (20873.730000 sec): 3 clusters
  Score: Raw -347373.417669 + Penalty 2598.036203 = -344775.381466
  nChanged 83
		SP:Iteration 13Q (20873.910000 sec): 3 clusters
  Score: Raw -347429.425068 + Penalty 2598.036203 = -344831.388865
  nChanged 73
		SP:Iteration 14Q (20874.090000 sec): 3 clusters
  Score: Raw -347479.914199 + Penalty 2598.036203 = -344881.877996
  nChanged 60
		SP:Iteration 15Q (20874.330000 sec): 3 clusters
  Score: Raw -347519.911011 + Penalty 2598.036203 = -344921.874808
  nChanged 55
		SP:Iteration 16Q (20874.500000 sec): 3 clusters
  Score: Raw -347561.478972 + Penalty 2598.036203 = -344963.442769
  nChanged 62
		SP:Iteration 17Q (20874.660000 sec): 3 clusters
  Score: Raw -347605.112808 + Penalty 2598.036203 = -345007.076605
  nChanged 50
		SP:Iteration 18Q (20874.870000 sec): 3 clusters
  Score: Raw -347634.460284 + Penalty 2598.036203 = -345036.424081
  nChanged 48
		SP:Iteration 19Q (20875.050000 sec): 3 clusters
  Score: Raw -347665.270109 + Penalty 2598.036203 = -345067.233906
  nChanged 43
		SP:Iteration 20F (20875.240000 sec): 3 clusters
  Score: Raw -347693.054641 + Penalty 2598.036203 = -345095.018438
  nChanged 32
		SP:Iteration 21Q (20875.420000 sec): 3 clusters
  Score: Raw -347709.319719 + Penalty 2598.036203 = -345111.283516
  nChanged 29
		SP:Iteration 22Q (20875.610000 sec): 3 clusters
  Score: Raw -347723.157750 + Penalty 2598.036203 = -345125.121547
  nChanged 26
		SP:Iteration 23Q (20875.820000 sec): 3 clusters
  Score: Raw -347734.946377 + Penalty 2598.036203 = -345136.910174
  nChanged 19
		SP:Iteration 24Q (20875.980000 sec): 3 clusters
  Score: Raw -347742.178015 + Penalty 2598.036203 = -345144.141812
  nChanged 13
		SP:Iteration 25Q (20876.190000 sec): 3 clusters
  Score: Raw -347749.766854 + Penalty 2598.036203 = -345151.730651
  nChanged 18
		SP:Iteration 26Q (20876.340000 sec): 3 clusters
  Score: Raw -347756.882713 + Penalty 2598.036203 = -345158.846510
  nChanged 11
		SP:Iteration 27Q (20876.490000 sec): 3 clusters
  Score: Raw -347761.385925 + Penalty 2598.036203 = -345163.349722
  nChanged 8
		SP:Iteration 28Q (20876.670000 sec): 3 clusters
  Score: Raw -347763.838922 + Penalty 2598.036203 = -345165.802719
  nChanged 3
		SP:Iteration 29Q (20876.840000 sec): 3 clusters
  Score: Raw -347764.776227 + Penalty 2598.036203 = -345166.740024
  nChanged 4
		SP:Iteration 30Q (20877.010000 sec): 3 clusters
  Score: Raw -347767.195795 + Penalty 2598.036203 = -345169.159592
  nChanged 7
		SP:Iteration 31Q (20877.170000 sec): 3 clusters
  Score: Raw -347772.212804 + Penalty 2598.036203 = -345174.176601
  nChanged 10
		SP:Iteration 32Q (20877.360000 sec): 3 clusters
  Score: Raw -347777.856071 + Penalty 2598.036203 = -345179.819868
  nChanged 4
		SP:Iteration 33Q (20877.550000 sec): 3 clusters
  Score: Raw -347778.982025 + Penalty 2598.036203 = -345180.945822
  nChanged 1
		SP:Iteration 34Q (20877.770000 sec): 3 clusters
  Score: Raw -347779.430462 + Penalty 2598.036203 = -345181.394259
  nChanged 2
		SP:Iteration 35Q (20877.960000 sec): 3 clusters
  Score: Raw -347780.404961 + Penalty 2598.036203 = -345182.368758
  nChanged 1
		SP:Iteration 36Q (20878.130000 sec): 3 clusters
  Score: Raw -347780.648584 + Penalty 2598.036203 = -345182.612381
  nChanged 3
		SP:Iteration 37Q (20878.320000 sec): 3 clusters
  Score: Raw -347781.317192 + Penalty 2598.036203 = -345183.280989
  nChanged 1
		SP:Iteration 38Q (20878.510000 sec): 3 clusters
  Score: Raw -347781.674829 + Penalty 2598.036203 = -345183.638626
  nChanged 0
		SP:Iteration 39F (20878.700000 sec): 3 clusters
  Score: Raw -347781.674829 + Penalty 2598.036203 = -345183.638626
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20878.770000 sec): 2 clusters
  Score: Raw -334123.790043 + Penalty 1296.976132 = -332826.813911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20879.000000 sec): 3 clusters
  Score: Raw -332719.468346 + Penalty 2593.952264 = -330125.516082
  nChanged 1136
		SP:Iteration 1F (20879.170000 sec): 3 clusters
  Score: Raw -333518.078814 + Penalty 2593.952264 = -330924.126550
  nChanged 277
		SP:Iteration 2F (20879.330000 sec): 3 clusters
  Score: Raw -333772.511436 + Penalty 2593.952264 = -331178.559172
  nChanged 222
		SP:Iteration 3F (20879.470000 sec): 3 clusters
  Score: Raw -334018.255690 + Penalty 2593.952264 = -331424.303426
  nChanged 214
		SP:Iteration 4F (20879.690000 sec): 3 clusters
  Score: Raw -334233.177099 + Penalty 2593.952264 = -331639.224835
  nChanged 193
		SP:Iteration 5F (20879.870000 sec): 3 clusters
  Score: Raw -334454.327061 + Penalty 2593.952264 = -331860.374797
  nChanged 141
		SP:Iteration 6Q (20880.030000 sec): 3 clusters
  Score: Raw -334611.556365 + Penalty 2593.952264 = -332017.604101
  nChanged 98
		SP:Iteration 7Q (20880.230000 sec): 3 clusters
  Score: Raw -334701.654423 + Penalty 2593.952264 = -332107.702159
  nChanged 74
		SP:Iteration 8Q (20880.440000 sec): 3 clusters
  Score: Raw -334771.310573 + Penalty 2593.952264 = -332177.358308
  nChanged 66
		SP:Iteration 9Q (20880.610000 sec): 3 clusters
  Score: Raw -334838.626100 + Penalty 2593.952264 = -332244.673836
  nChanged 50
		SP:Iteration 10Q (20880.810000 sec): 3 clusters
  Score: Raw -334886.582290 + Penalty 2593.952264 = -332292.630026
  nChanged 40
		SP:Iteration 11Q (20881.000000 sec): 3 clusters
  Score: Raw -334925.949335 + Penalty 2593.952264 = -332331.997071
  nChanged 36
		SP:Iteration 12Q (20881.180000 sec): 3 clusters
  Score: Raw -334952.879213 + Penalty 2593.952264 = -332358.926949
  nChanged 23
		SP:Iteration 13Q (20881.330000 sec): 3 clusters
  Score: Raw -334966.510963 + Penalty 2593.952264 = -332372.558699
  nChanged 17
		SP:Iteration 14Q (20881.550000 sec): 3 clusters
  Score: Raw -334975.580064 + Penalty 2593.952264 = -332381.627800
  nChanged 19
		SP:Iteration 15Q (20881.700000 sec): 3 clusters
  Score: Raw -334987.348871 + Penalty 2593.952264 = -332393.396607
  nChanged 12
		SP:Iteration 16Q (20881.870000 sec): 3 clusters
  Score: Raw -334994.568181 + Penalty 2593.952264 = -332400.615917
  nChanged 13
		SP:Iteration 17Q (20882.070000 sec): 3 clusters
  Score: Raw -335004.238626 + Penalty 2593.952264 = -332410.286362
  nChanged 17
		SP:Iteration 18Q (20882.240000 sec): 3 clusters
  Score: Raw -335016.823821 + Penalty 2593.952264 = -332422.871557
  nChanged 17
		SP:Iteration 19Q (20882.420000 sec): 3 clusters
  Score: Raw -335027.784960 + Penalty 2593.952264 = -332433.832696
  nChanged 11
		SP:Iteration 20F (20882.620000 sec): 3 clusters
  Score: Raw -335034.013690 + Penalty 2593.952264 = -332440.061426
  nChanged 10
		SP:Iteration 21Q (20882.790000 sec): 3 clusters
  Score: Raw -335039.037825 + Penalty 2593.952264 = -332445.085561
  nChanged 7
		SP:Iteration 22Q (20882.970000 sec): 3 clusters
  Score: Raw -335043.328819 + Penalty 2593.952264 = -332449.376555
  nChanged 5
		SP:Iteration 23Q (20883.170000 sec): 3 clusters
  Score: Raw -335046.952216 + Penalty 2593.952264 = -332452.999952
  nChanged 3
		SP:Iteration 24Q (20883.320000 sec): 3 clusters
  Score: Raw -335050.139863 + Penalty 2593.952264 = -332456.187599
  nChanged 3
		SP:Iteration 25Q (20883.490000 sec): 3 clusters
  Score: Raw -335051.567134 + Penalty 2593.952264 = -332457.614870
  nChanged 2
		SP:Iteration 26Q (20883.650000 sec): 3 clusters
  Score: Raw -335052.190878 + Penalty 2593.952264 = -332458.238614
  nChanged 1
		SP:Iteration 27Q (20883.810000 sec): 3 clusters
  Score: Raw -335052.815925 + Penalty 2593.952264 = -332458.863661
  nChanged 1
		SP:Iteration 28Q (20883.980000 sec): 3 clusters
  Score: Raw -335053.540022 + Penalty 2593.952264 = -332459.587758
  nChanged 1
		SP:Iteration 29Q (20884.190000 sec): 3 clusters
  Score: Raw -335053.995885 + Penalty 2593.952264 = -332460.043621
  nChanged 1
		SP:Iteration 30Q (20884.340000 sec): 3 clusters
  Score: Raw -335054.139030 + Penalty 2593.952264 = -332460.186766
  nChanged 0
		SP:Iteration 31F (20884.510000 sec): 3 clusters
  Score: Raw -335054.139030 + Penalty 2593.952264 = -332460.186766
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20884.660000 sec): 2 clusters
  Score: Raw -1810414.474005 + Penalty 1562.145340 = -1808852.328665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20884.890000 sec): 3 clusters
  Score: Raw -1801622.899945 + Penalty 3124.290681 = -1798498.609264
  nChanged 6647
		SP:Iteration 1F (20885.160000 sec): 3 clusters
  Score: Raw -1805327.604691 + Penalty 3124.290681 = -1802203.314010
  nChanged 854
		SP:Iteration 2F (20885.360000 sec): 3 clusters
  Score: Raw -1805701.363080 + Penalty 3124.290681 = -1802577.072399
  nChanged 782
		SP:Iteration 3F (20885.620000 sec): 3 clusters
  Score: Raw -1806085.082438 + Penalty 3124.290681 = -1802960.791758
  nChanged 796
		SP:Iteration 4F (20885.850000 sec): 3 clusters
  Score: Raw -1806544.114982 + Penalty 3124.290681 = -1803419.824302
  nChanged 841
		SP:Iteration 5F (20886.080000 sec): 3 clusters
  Score: Raw -1807064.694202 + Penalty 3124.290681 = -1803940.403522
  nChanged 885
		SP:Iteration 6F (20886.310000 sec): 3 clusters
  Score: Raw -1807675.474337 + Penalty 3124.290681 = -1804551.183656
  nChanged 909
		SP:Iteration 7F (20886.570000 sec): 3 clusters
  Score: Raw -1808383.072426 + Penalty 3124.290681 = -1805258.781746
  nChanged 867
		SP:Iteration 8F (20886.820000 sec): 3 clusters
  Score: Raw -1809149.111742 + Penalty 3124.290681 = -1806024.821061
  nChanged 813
		SP:Iteration 9F (20887.030000 sec): 3 clusters
  Score: Raw -1809933.886956 + Penalty 3124.290681 = -1806809.596275
  nChanged 642
		SP:Iteration 10Q (20887.310000 sec): 3 clusters
  Score: Raw -1810539.209994 + Penalty 3124.290681 = -1807414.919313
  nChanged 427
		SP:Iteration 11Q (20887.510000 sec): 3 clusters
  Score: Raw -1810856.743875 + Penalty 3124.290681 = -1807732.453195
  nChanged 276
		SP:Iteration 12Q (20887.770000 sec): 3 clusters
  Score: Raw -1810991.109913 + Penalty 3124.290681 = -1807866.819232
  nChanged 182
		SP:Iteration 13Q (20888.010000 sec): 3 clusters
  Score: Raw -1811053.615394 + Penalty 3124.290681 = -1807929.324714
  nChanged 105
		SP:Iteration 14Q (20888.300000 sec): 3 clusters
  Score: Raw -1811083.149904 + Penalty 3124.290681 = -1807958.859224
  nChanged 76
		SP:Iteration 15Q (20888.540000 sec): 3 clusters
  Score: Raw -1811098.120465 + Penalty 3124.290681 = -1807973.829785
  nChanged 54
		SP:Iteration 16Q (20888.740000 sec): 3 clusters
  Score: Raw -1811106.196880 + Penalty 3124.290681 = -1807981.906199
  nChanged 30
		SP:Iteration 17Q (20888.990000 sec): 3 clusters
  Score: Raw -1811109.540640 + Penalty 3124.290681 = -1807985.249959
  nChanged 15
		SP:Iteration 18Q (20889.210000 sec): 3 clusters
  Score: Raw -1811110.681933 + Penalty 3124.290681 = -1807986.391252
  nChanged 12
		SP:Iteration 19Q (20889.470000 sec): 3 clusters
  Score: Raw -1811111.594703 + Penalty 3124.290681 = -1807987.304023
  nChanged 7
		SP:Iteration 20F (20889.750000 sec): 3 clusters
  Score: Raw -1811112.361290 + Penalty 3124.290681 = -1807988.070609
  nChanged 7
		SP:Iteration 21Q (20889.980000 sec): 3 clusters
  Score: Raw -1811112.829498 + Penalty 3124.290681 = -1807988.538817
  nChanged 8
		SP:Iteration 22Q (20890.230000 sec): 3 clusters
  Score: Raw -1811113.811986 + Penalty 3124.290681 = -1807989.521305
  nChanged 15
		SP:Iteration 23Q (20890.490000 sec): 3 clusters
  Score: Raw -1811116.041207 + Penalty 3124.290681 = -1807991.750526
  nChanged 17
		SP:Iteration 24Q (20890.770000 sec): 3 clusters
  Score: Raw -1811118.838213 + Penalty 3124.290681 = -1807994.547532
  nChanged 15
		SP:Iteration 25Q (20891.010000 sec): 3 clusters
  Score: Raw -1811120.445725 + Penalty 3124.290681 = -1807996.155045
  nChanged 12
		SP:Iteration 26Q (20891.270000 sec): 3 clusters
  Score: Raw -1811121.858838 + Penalty 3124.290681 = -1807997.568158
  nChanged 9
		SP:Iteration 27Q (20891.490000 sec): 3 clusters
  Score: Raw -1811122.582975 + Penalty 3124.290681 = -1807998.292294
  nChanged 10
		SP:Iteration 28Q (20891.800000 sec): 3 clusters
  Score: Raw -1811123.347383 + Penalty 3124.290681 = -1807999.056702
  nChanged 5
		SP:Iteration 29Q (20892.040000 sec): 3 clusters
  Score: Raw -1811123.560450 + Penalty 3124.290681 = -1807999.269769
  nChanged 3
		SP:Iteration 30Q (20892.280000 sec): 3 clusters
  Score: Raw -1811123.819044 + Penalty 3124.290681 = -1807999.528363
  nChanged 1
		SP:Iteration 31Q (20892.490000 sec): 3 clusters
  Score: Raw -1811123.897631 + Penalty 3124.290681 = -1807999.606950
  nChanged 0
		SP:Iteration 32F (20892.770000 sec): 3 clusters
  Score: Raw -1811123.897631 + Penalty 3124.290681 = -1807999.606950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20893.110000 sec): 2 clusters
  Score: Raw -6081014.014222 + Penalty 1765.354274 = -6079248.659947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20893.520000 sec): 3 clusters
  Score: Raw -6047782.677192 + Penalty 3530.708549 = -6044251.968644
  nChanged 24553
		SP:Iteration 1F (20893.950000 sec): 3 clusters
  Score: Raw -6062689.461332 + Penalty 3530.708549 = -6059158.752783
  nChanged 2946
		SP:Iteration 2F (20894.360000 sec): 3 clusters
  Score: Raw -6064123.102311 + Penalty 3530.708549 = -6060592.393762
  nChanged 3205
		SP:Iteration 3F (20894.750000 sec): 3 clusters
  Score: Raw -6065861.565245 + Penalty 3530.708549 = -6062330.856696
  nChanged 3319
		SP:Iteration 4F (20895.150000 sec): 3 clusters
  Score: Raw -6067797.588842 + Penalty 3530.708549 = -6064266.880293
  nChanged 3340
		SP:Iteration 5F (20895.560000 sec): 3 clusters
  Score: Raw -6069843.308572 + Penalty 3530.708549 = -6066312.600023
  nChanged 3079
		SP:Iteration 6F (20895.980000 sec): 3 clusters
  Score: Raw -6071740.739256 + Penalty 3530.708549 = -6068210.030707
  nChanged 2795
		SP:Iteration 7F (20896.400000 sec): 3 clusters
  Score: Raw -6073554.885150 + Penalty 3530.708549 = -6070024.176602
  nChanged 2405
		SP:Iteration 8Q (20896.840000 sec): 3 clusters
  Score: Raw -6075054.798150 + Penalty 3530.708549 = -6071524.089601
  nChanged 2111
		SP:Iteration 9Q (20897.280000 sec): 3 clusters
  Score: Raw -6076368.184684 + Penalty 3530.708549 = -6072837.476135
  nChanged 1832
		SP:Iteration 10Q (20897.700000 sec): 3 clusters
  Score: Raw -6077504.300664 + Penalty 3530.708549 = -6073973.592115
  nChanged 1592
		SP:Iteration 11Q (20898.120000 sec): 3 clusters
  Score: Raw -6078413.737462 + Penalty 3530.708549 = -6074883.028913
  nChanged 1319
		SP:Iteration 12Q (20898.560000 sec): 3 clusters
  Score: Raw -6079127.253006 + Penalty 3530.708549 = -6075596.544458
  nChanged 1081
		SP:Iteration 13Q (20898.980000 sec): 3 clusters
  Score: Raw -6079683.385768 + Penalty 3530.708549 = -6076152.677219
  nChanged 910
		SP:Iteration 14Q (20899.400000 sec): 3 clusters
  Score: Raw -6080146.843845 + Penalty 3530.708549 = -6076616.135296
  nChanged 708
		SP:Iteration 15Q (20899.780000 sec): 3 clusters
  Score: Raw -6080517.927053 + Penalty 3530.708549 = -6076987.218504
  nChanged 551
		SP:Iteration 16Q (20900.200000 sec): 3 clusters
  Score: Raw -6080788.749572 + Penalty 3530.708549 = -6077258.041023
  nChanged 409
		SP:Iteration 17Q (20900.600000 sec): 3 clusters
  Score: Raw -6080974.593670 + Penalty 3530.708549 = -6077443.885121
  nChanged 299
		SP:Iteration 18Q (20901.030000 sec): 3 clusters
  Score: Raw -6081103.201836 + Penalty 3530.708549 = -6077572.493287
  nChanged 235
		SP:Iteration 19Q (20901.450000 sec): 3 clusters
  Score: Raw -6081213.988004 + Penalty 3530.708549 = -6077683.279455
  nChanged 191
		SP:Iteration 20F (20901.870000 sec): 3 clusters
  Score: Raw -6081296.860021 + Penalty 3530.708549 = -6077766.151473
  nChanged 124
		SP:Iteration 21Q (20902.270000 sec): 3 clusters
  Score: Raw -6081351.018802 + Penalty 3530.708549 = -6077820.310253
  nChanged 98
		SP:Iteration 22Q (20902.650000 sec): 3 clusters
  Score: Raw -6081393.720318 + Penalty 3530.708549 = -6077863.011770
  nChanged 69
		SP:Iteration 23Q (20903.000000 sec): 3 clusters
  Score: Raw -6081417.412574 + Penalty 3530.708549 = -6077886.704026
  nChanged 55
		SP:Iteration 24Q (20903.360000 sec): 3 clusters
  Score: Raw -6081440.580075 + Penalty 3530.708549 = -6077909.871526
  nChanged 57
		SP:Iteration 25Q (20903.750000 sec): 3 clusters
  Score: Raw -6081463.365212 + Penalty 3530.708549 = -6077932.656663
  nChanged 50
		SP:Iteration 26Q (20904.100000 sec): 3 clusters
  Score: Raw -6081480.170054 + Penalty 3530.708549 = -6077949.461505
  nChanged 34
		SP:Iteration 27Q (20904.450000 sec): 3 clusters
  Score: Raw -6081492.472655 + Penalty 3530.708549 = -6077961.764106
  nChanged 35
		SP:Iteration 28Q (20904.840000 sec): 3 clusters
  Score: Raw -6081504.303013 + Penalty 3530.708549 = -6077973.594464
  nChanged 30
		SP:Iteration 29Q (20905.210000 sec): 3 clusters
  Score: Raw -6081514.468841 + Penalty 3530.708549 = -6077983.760292
  nChanged 17
		SP:Iteration 30Q (20905.580000 sec): 3 clusters
  Score: Raw -6081520.037705 + Penalty 3530.708549 = -6077989.329156
  nChanged 15
		SP:Iteration 31Q (20905.930000 sec): 3 clusters
  Score: Raw -6081525.586376 + Penalty 3530.708549 = -6077994.877827
  nChanged 20
		SP:Iteration 32Q (20906.310000 sec): 3 clusters
  Score: Raw -6081531.447187 + Penalty 3530.708549 = -6078000.738638
  nChanged 23
		SP:Iteration 33Q (20906.680000 sec): 3 clusters
  Score: Raw -6081541.993079 + Penalty 3530.708549 = -6078011.284530
  nChanged 22
		SP:Iteration 34Q (20907.040000 sec): 3 clusters
  Score: Raw -6081551.301968 + Penalty 3530.708549 = -6078020.593419
  nChanged 18
		SP:Iteration 35Q (20907.410000 sec): 3 clusters
  Score: Raw -6081560.304589 + Penalty 3530.708549 = -6078029.596041
  nChanged 24
		SP:Iteration 36Q (20907.770000 sec): 3 clusters
  Score: Raw -6081570.418590 + Penalty 3530.708549 = -6078039.710041
  nChanged 13
		SP:Iteration 37Q (20908.150000 sec): 3 clusters
  Score: Raw -6081577.009300 + Penalty 3530.708549 = -6078046.300751
  nChanged 15
		SP:Iteration 38Q (20908.490000 sec): 3 clusters
  Score: Raw -6081581.291924 + Penalty 3530.708549 = -6078050.583375
  nChanged 11
		SP:Iteration 39Q (20908.860000 sec): 3 clusters
  Score: Raw -6081585.045142 + Penalty 3530.708549 = -6078054.336594
  nChanged 13
		SP:Iteration 40F (20909.270000 sec): 3 clusters
  Score: Raw -6081589.804197 + Penalty 3530.708549 = -6078059.095648
  nChanged 13
		SP:Iteration 41Q (20909.610000 sec): 3 clusters
  Score: Raw -6081595.230640 + Penalty 3530.708549 = -6078064.522091
  nChanged 11
		SP:Iteration 42Q (20909.990000 sec): 3 clusters
  Score: Raw -6081601.121522 + Penalty 3530.708549 = -6078070.412973
  nChanged 12
		SP:Iteration 43Q (20910.420000 sec): 3 clusters
  Score: Raw -6081605.067991 + Penalty 3530.708549 = -6078074.359442
  nChanged 10
		SP:Iteration 44Q (20910.840000 sec): 3 clusters
  Score: Raw -6081610.404341 + Penalty 3530.708549 = -6078079.695792
  nChanged 13
		SP:Iteration 45Q (20911.190000 sec): 3 clusters
  Score: Raw -6081616.300984 + Penalty 3530.708549 = -6078085.592435
  nChanged 14
		SP:Iteration 46Q (20911.570000 sec): 3 clusters
  Score: Raw -6081620.109847 + Penalty 3530.708549 = -6078089.401298
  nChanged 8
		SP:Iteration 47Q (20911.950000 sec): 3 clusters
  Score: Raw -6081622.793499 + Penalty 3530.708549 = -6078092.084950
  nChanged 12
		SP:Iteration 48Q (20912.380000 sec): 3 clusters
  Score: Raw -6081628.601131 + Penalty 3530.708549 = -6078097.892582
  nChanged 13
		SP:Iteration 49Q (20912.750000 sec): 3 clusters
  Score: Raw -6081634.339754 + Penalty 3530.708549 = -6078103.631205
  nChanged 15
		SP:Iteration 50Q (20913.140000 sec): 3 clusters
  Score: Raw -6081641.486710 + Penalty 3530.708549 = -6078110.778161
  nChanged 21
		SP:Iteration 51Q (20913.540000 sec): 3 clusters
  Score: Raw -6081652.456915 + Penalty 3530.708549 = -6078121.748367
  nChanged 23
		SP:Iteration 52Q (20913.900000 sec): 3 clusters
  Score: Raw -6081664.577865 + Penalty 3530.708549 = -6078133.869316
  nChanged 24
		SP:Iteration 53Q (20914.320000 sec): 3 clusters
  Score: Raw -6081676.606126 + Penalty 3530.708549 = -6078145.897577
  nChanged 19
		SP:Iteration 54Q (20914.670000 sec): 3 clusters
  Score: Raw -6081684.090136 + Penalty 3530.708549 = -6078153.381587
  nChanged 11
		SP:Iteration 55Q (20915.090000 sec): 3 clusters
  Score: Raw -6081688.592410 + Penalty 3530.708549 = -6078157.883861
  nChanged 8
		SP:Iteration 56Q (20915.440000 sec): 3 clusters
  Score: Raw -6081692.013849 + Penalty 3530.708549 = -6078161.305300
  nChanged 7
		SP:Iteration 57Q (20915.810000 sec): 3 clusters
  Score: Raw -6081694.075366 + Penalty 3530.708549 = -6078163.366818
  nChanged 4
		SP:Iteration 58Q (20916.170000 sec): 3 clusters
  Score: Raw -6081695.794275 + Penalty 3530.708549 = -6078165.085726
  nChanged 4
		SP:Iteration 59Q (20916.540000 sec): 3 clusters
  Score: Raw -6081697.247596 + Penalty 3530.708549 = -6078166.539047
  nChanged 4
		SP:Iteration 60F (20916.940000 sec): 3 clusters
  Score: Raw -6081699.016980 + Penalty 3530.708549 = -6078168.308431
  nChanged 6
		SP:Iteration 61Q (20917.320000 sec): 3 clusters
  Score: Raw -6081701.276365 + Penalty 3530.708549 = -6078170.567816
  nChanged 2
		SP:Iteration 62Q (20917.720000 sec): 3 clusters
  Score: Raw -6081702.894601 + Penalty 3530.708549 = -6078172.186052
  nChanged 4
		SP:Iteration 63Q (20918.070000 sec): 3 clusters
  Score: Raw -6081704.632819 + Penalty 3530.708549 = -6078173.924270
  nChanged 5
		SP:Iteration 64Q (20918.450000 sec): 3 clusters
  Score: Raw -6081707.425991 + Penalty 3530.708549 = -6078176.717443
  nChanged 7
		SP:Iteration 65Q (20918.830000 sec): 3 clusters
  Score: Raw -6081710.224809 + Penalty 3530.708549 = -6078179.516260
  nChanged 5
		SP:Iteration 66Q (20919.190000 sec): 3 clusters
  Score: Raw -6081712.108882 + Penalty 3530.708549 = -6078181.400333
  nChanged 4
		SP:Iteration 67Q (20919.540000 sec): 3 clusters
  Score: Raw -6081713.959250 + Penalty 3530.708549 = -6078183.250702
  nChanged 3
		SP:Iteration 68Q (20919.890000 sec): 3 clusters
  Score: Raw -6081714.731634 + Penalty 3530.708549 = -6078184.023085
  nChanged 1
		SP:Iteration 69Q (20920.240000 sec): 3 clusters
  Score: Raw -6081714.958040 + Penalty 3530.708549 = -6078184.249491
  nChanged 0
		SP:Iteration 70F (20920.630000 sec): 3 clusters
  Score: Raw -6081714.958040 + Penalty 3530.708549 = -6078184.249491
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20920.740000 sec): 2 clusters
  Score: Raw -141991.927727 + Penalty 1155.885593 = -140836.042134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20920.920000 sec): 3 clusters
  Score: Raw -141560.698403 + Penalty 2311.771185 = -139248.927218
  nChanged 366
		SP:Iteration 1F (20921.100000 sec): 3 clusters
  Score: Raw -141878.425668 + Penalty 2311.771185 = -139566.654483
  nChanged 106
		SP:Iteration 2F (20921.320000 sec): 3 clusters
  Score: Raw -141997.506947 + Penalty 2311.771185 = -139685.735762
  nChanged 60
		SP:Iteration 3Q (20921.480000 sec): 3 clusters
  Score: Raw -142056.814667 + Penalty 2311.771185 = -139745.043482
  nChanged 38
		SP:Iteration 4Q (20921.680000 sec): 3 clusters
  Score: Raw -142090.441390 + Penalty 2311.771185 = -139778.670205
  nChanged 23
		SP:Iteration 5Q (20921.840000 sec): 3 clusters
  Score: Raw -142108.971219 + Penalty 2311.771185 = -139797.200034
  nChanged 25
		SP:Iteration 6Q (20922.020000 sec): 3 clusters
  Score: Raw -142131.810892 + Penalty 2311.771185 = -139820.039706
  nChanged 19
		SP:Iteration 7Q (20922.190000 sec): 3 clusters
  Score: Raw -142147.103748 + Penalty 2311.771185 = -139835.332562
  nChanged 21
		SP:Iteration 8Q (20922.400000 sec): 3 clusters
  Score: Raw -142163.160103 + Penalty 2311.771185 = -139851.388917
  nChanged 9
		SP:Iteration 9Q (20922.540000 sec): 3 clusters
  Score: Raw -142169.009896 + Penalty 2311.771185 = -139857.238711
  nChanged 5
		SP:Iteration 10Q (20922.730000 sec): 3 clusters
  Score: Raw -142171.847742 + Penalty 2311.771185 = -139860.076556
  nChanged 1
		SP:Iteration 11Q (20922.920000 sec): 3 clusters
  Score: Raw -142172.087805 + Penalty 2311.771185 = -139860.316620
  nChanged 1
		SP:Iteration 12Q (20923.080000 sec): 3 clusters
  Score: Raw -142172.917017 + Penalty 2311.771185 = -139861.145832
  nChanged 0
		SP:Iteration 13F (20923.270000 sec): 3 clusters
  Score: Raw -142172.917017 + Penalty 2311.771185 = -139861.145832
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20924.030000 sec): 2 clusters
  Score: Raw -19268409.038496 + Penalty 1943.386602 = -19266465.651894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20924.840000 sec): 3 clusters
  Score: Raw -19165688.638709 + Penalty 3886.773203 = -19161801.865506
  nChanged 75257
		SP:Iteration 1F (20925.700000 sec): 3 clusters
  Score: Raw -19210946.429417 + Penalty 3886.773203 = -19207059.656214
  nChanged 6547
		SP:Iteration 2Q (20926.520000 sec): 3 clusters
  Score: Raw -19213519.323460 + Penalty 3886.773203 = -19209632.550257
  nChanged 8830
		SP:Iteration 3F (20927.340000 sec): 3 clusters
  Score: Raw -19218217.799353 + Penalty 3886.773203 = -19214331.026150
  nChanged 11504
		SP:Iteration 4F (20928.150000 sec): 3 clusters
  Score: Raw -19226128.290537 + Penalty 3886.773203 = -19222241.517334
  nChanged 13290
		SP:Iteration 5F (20928.940000 sec): 3 clusters
  Score: Raw -19237934.935158 + Penalty 3886.773203 = -19234048.161955
  nChanged 12231
		SP:Iteration 6F (20929.700000 sec): 3 clusters
  Score: Raw -19251939.613355 + Penalty 3886.773203 = -19248052.840152
  nChanged 8144
		SP:Iteration 7F (20930.470000 sec): 3 clusters
  Score: Raw -19263093.427049 + Penalty 3886.773203 = -19259206.653845
  nChanged 4567
		SP:Iteration 8Q (20931.250000 sec): 3 clusters
  Score: Raw -19266820.704682 + Penalty 3886.773203 = -19262933.931479
  nChanged 2197
		SP:Iteration 9Q (20931.960000 sec): 3 clusters
  Score: Raw -19267628.186900 + Penalty 3886.773203 = -19263741.413697
  nChanged 1215
		SP:Iteration 10Q (20932.690000 sec): 3 clusters
  Score: Raw -19267956.711826 + Penalty 3886.773203 = -19264069.938623
  nChanged 880
		SP:Iteration 11Q (20933.470000 sec): 3 clusters
  Score: Raw -19268151.492549 + Penalty 3886.773203 = -19264264.719346
  nChanged 647
		SP:Iteration 12Q (20934.170000 sec): 3 clusters
  Score: Raw -19268269.684901 + Penalty 3886.773203 = -19264382.911698
  nChanged 524
		SP:Iteration 13Q (20934.860000 sec): 3 clusters
  Score: Raw -19268352.867190 + Penalty 3886.773203 = -19264466.093986
  nChanged 495
		SP:Iteration 14Q (20935.530000 sec): 3 clusters
  Score: Raw -19268424.629572 + Penalty 3886.773203 = -19264537.856369
  nChanged 408
		SP:Iteration 15Q (20936.220000 sec): 3 clusters
  Score: Raw -19268471.591897 + Penalty 3886.773203 = -19264584.818694
  nChanged 334
		SP:Iteration 16Q (20936.920000 sec): 3 clusters
  Score: Raw -19268503.737426 + Penalty 3886.773203 = -19264616.964223
  nChanged 260
		SP:Iteration 17Q (20937.620000 sec): 3 clusters
  Score: Raw -19268528.313464 + Penalty 3886.773203 = -19264641.540261
  nChanged 273
		SP:Iteration 18Q (20938.310000 sec): 3 clusters
  Score: Raw -19268551.747910 + Penalty 3886.773203 = -19264664.974707
  nChanged 261
		SP:Iteration 19Q (20938.980000 sec): 3 clusters
  Score: Raw -19268573.279956 + Penalty 3886.773203 = -19264686.506753
  nChanged 239
		SP:Iteration 20F (20939.750000 sec): 3 clusters
  Score: Raw -19268592.460820 + Penalty 3886.773203 = -19264705.687617
  nChanged 260
		SP:Iteration 21Q (20940.460000 sec): 3 clusters
  Score: Raw -19268612.853054 + Penalty 3886.773203 = -19264726.079851
  nChanged 245
		SP:Iteration 22Q (20941.240000 sec): 3 clusters
  Score: Raw -19268631.804235 + Penalty 3886.773203 = -19264745.031032
  nChanged 233
		SP:Iteration 23Q (20942.070000 sec): 3 clusters
  Score: Raw -19268649.807668 + Penalty 3886.773203 = -19264763.034465
  nChanged 235
		SP:Iteration 24Q (20942.920000 sec): 3 clusters
  Score: Raw -19268667.892606 + Penalty 3886.773203 = -19264781.119403
  nChanged 235
		SP:Iteration 25Q (20943.740000 sec): 3 clusters
  Score: Raw -19268685.263727 + Penalty 3886.773203 = -19264798.490524
  nChanged 219
		SP:Iteration 26Q (20944.490000 sec): 3 clusters
  Score: Raw -19268701.941534 + Penalty 3886.773203 = -19264815.168331
  nChanged 198
		SP:Iteration 27Q (20945.220000 sec): 3 clusters
  Score: Raw -19268715.016452 + Penalty 3886.773203 = -19264828.243249
  nChanged 188
		SP:Iteration 28Q (20946.050000 sec): 3 clusters
  Score: Raw -19268727.898502 + Penalty 3886.773203 = -19264841.125299
  nChanged 193
		SP:Iteration 29Q (20946.820000 sec): 3 clusters
  Score: Raw -19268740.951901 + Penalty 3886.773203 = -19264854.178698
  nChanged 188
		SP:Iteration 30Q (20947.600000 sec): 3 clusters
  Score: Raw -19268753.097821 + Penalty 3886.773203 = -19264866.324618
  nChanged 158
		SP:Iteration 31Q (20948.360000 sec): 3 clusters
  Score: Raw -19268762.629564 + Penalty 3886.773203 = -19264875.856361
  nChanged 151
		SP:Iteration 32Q (20949.190000 sec): 3 clusters
  Score: Raw -19268772.090952 + Penalty 3886.773203 = -19264885.317748
  nChanged 163
		SP:Iteration 33Q (20950.030000 sec): 3 clusters
  Score: Raw -19268782.530274 + Penalty 3886.773203 = -19264895.757071
  nChanged 163
		SP:Iteration 34Q (20950.820000 sec): 3 clusters
  Score: Raw -19268793.276351 + Penalty 3886.773203 = -19264906.503148
  nChanged 170
		SP:Iteration 35Q (20951.570000 sec): 3 clusters
  Score: Raw -19268805.424697 + Penalty 3886.773203 = -19264918.651494
  nChanged 174
		SP:Iteration 36Q (20952.330000 sec): 3 clusters
  Score: Raw -19268816.563783 + Penalty 3886.773203 = -19264929.790580
  nChanged 165
		SP:Iteration 37Q (20953.060000 sec): 3 clusters
  Score: Raw -19268827.237726 + Penalty 3886.773203 = -19264940.464523
  nChanged 173
		SP:Iteration 38Q (20953.690000 sec): 3 clusters
  Score: Raw -19268839.708258 + Penalty 3886.773203 = -19264952.935054
  nChanged 187
		SP:Iteration 39Q (20954.400000 sec): 3 clusters
  Score: Raw -19268852.802128 + Penalty 3886.773203 = -19264966.028925
  nChanged 155
		SP:Iteration 40F (20955.250000 sec): 3 clusters
  Score: Raw -19268862.859606 + Penalty 3886.773203 = -19264976.086402
  nChanged 165
		SP:Iteration 41Q (20956.020000 sec): 3 clusters
  Score: Raw -19268874.440460 + Penalty 3886.773203 = -19264987.667257
  nChanged 159
		SP:Iteration 42Q (20956.810000 sec): 3 clusters
  Score: Raw -19268886.195354 + Penalty 3886.773203 = -19264999.422151
  nChanged 187
		SP:Iteration 43Q (20957.590000 sec): 3 clusters
  Score: Raw -19268899.637156 + Penalty 3886.773203 = -19265012.863953
  nChanged 159
		SP:Iteration 44Q (20958.340000 sec): 3 clusters
  Score: Raw -19268910.163533 + Penalty 3886.773203 = -19265023.390330
  nChanged 139
		SP:Iteration 45Q (20959.100000 sec): 3 clusters
  Score: Raw -19268919.186809 + Penalty 3886.773203 = -19265032.413605
  nChanged 122
		SP:Iteration 46Q (20959.890000 sec): 3 clusters
  Score: Raw -19268927.462803 + Penalty 3886.773203 = -19265040.689600
  nChanged 122
		SP:Iteration 47Q (20960.650000 sec): 3 clusters
  Score: Raw -19268935.541003 + Penalty 3886.773203 = -19265048.767800
  nChanged 134
		SP:Iteration 48Q (20961.430000 sec): 3 clusters
  Score: Raw -19268943.797629 + Penalty 3886.773203 = -19265057.024426
  nChanged 119
		SP:Iteration 49Q (20962.230000 sec): 3 clusters
  Score: Raw -19268951.538452 + Penalty 3886.773203 = -19265064.765248
  nChanged 123
		SP:Iteration 50Q (20962.960000 sec): 3 clusters
  Score: Raw -19268959.261129 + Penalty 3886.773203 = -19265072.487926
  nChanged 110
		SP:Iteration 51Q (20963.680000 sec): 3 clusters
  Score: Raw -19268965.919152 + Penalty 3886.773203 = -19265079.145949
  nChanged 114
		SP:Iteration 52Q (20964.380000 sec): 3 clusters
  Score: Raw -19268973.360765 + Penalty 3886.773203 = -19265086.587562
  nChanged 123
		SP:Iteration 53Q (20965.110000 sec): 3 clusters
  Score: Raw -19268981.763434 + Penalty 3886.773203 = -19265094.990231
  nChanged 122
		SP:Iteration 54Q (20965.840000 sec): 3 clusters
  Score: Raw -19268989.413174 + Penalty 3886.773203 = -19265102.639971
  nChanged 127
		SP:Iteration 55Q (20966.550000 sec): 3 clusters
  Score: Raw -19268998.396826 + Penalty 3886.773203 = -19265111.623622
  nChanged 121
		SP:Iteration 56Q (20967.440000 sec): 3 clusters
  Score: Raw -19269005.187531 + Penalty 3886.773203 = -19265118.414328
  nChanged 115
		SP:Iteration 57Q (20968.300000 sec): 3 clusters
  Score: Raw -19269011.770994 + Penalty 3886.773203 = -19265124.997791
  nChanged 107
		SP:Iteration 58Q (20969.150000 sec): 3 clusters
  Score: Raw -19269018.804547 + Penalty 3886.773203 = -19265132.031344
  nChanged 118
		SP:Iteration 59Q (20969.980000 sec): 3 clusters
  Score: Raw -19269026.424143 + Penalty 3886.773203 = -19265139.650940
  nChanged 121
		SP:Iteration 60F (20970.920000 sec): 3 clusters
  Score: Raw -19269033.690336 + Penalty 3886.773203 = -19265146.917132
  nChanged 90
		SP:Iteration 61Q (20971.700000 sec): 3 clusters
  Score: Raw -19269038.191252 + Penalty 3886.773203 = -19265151.418048
  nChanged 91
		SP:Iteration 62Q (20972.500000 sec): 3 clusters
  Score: Raw -19269043.179150 + Penalty 3886.773203 = -19265156.405947
  nChanged 95
		SP:Iteration 63Q (20973.220000 sec): 3 clusters
  Score: Raw -19269048.358527 + Penalty 3886.773203 = -19265161.585324
  nChanged 92
		SP:Iteration 64Q (20973.980000 sec): 3 clusters
  Score: Raw -19269053.482158 + Penalty 3886.773203 = -19265166.708955
  nChanged 87
		SP:Iteration 65Q (20974.710000 sec): 3 clusters
  Score: Raw -19269058.483982 + Penalty 3886.773203 = -19265171.710778
  nChanged 80
		SP:Iteration 66Q (20975.440000 sec): 3 clusters
  Score: Raw -19269062.996856 + Penalty 3886.773203 = -19265176.223653
  nChanged 75
		SP:Iteration 67Q (20976.170000 sec): 3 clusters
  Score: Raw -19269067.029351 + Penalty 3886.773203 = -19265180.256148
  nChanged 79
		SP:Iteration 68Q (20976.930000 sec): 3 clusters
  Score: Raw -19269071.681869 + Penalty 3886.773203 = -19265184.908666
  nChanged 90
		SP:Iteration 69Q (20977.650000 sec): 3 clusters
  Score: Raw -19269077.209979 + Penalty 3886.773203 = -19265190.436776
  nChanged 96
		SP:Iteration 70Q (20978.420000 sec): 3 clusters
  Score: Raw -19269083.545723 + Penalty 3886.773203 = -19265196.772519
  nChanged 93
		SP:Iteration 71Q (20979.210000 sec): 3 clusters
  Score: Raw -19269090.188217 + Penalty 3886.773203 = -19265203.415014
  nChanged 90
		SP:Iteration 72Q (20979.970000 sec): 3 clusters
  Score: Raw -19269095.082661 + Penalty 3886.773203 = -19265208.309457
  nChanged 82
		SP:Iteration 73Q (20980.720000 sec): 3 clusters
  Score: Raw -19269099.626368 + Penalty 3886.773203 = -19265212.853165
  nChanged 83
		SP:Iteration 74Q (20981.480000 sec): 3 clusters
  Score: Raw -19269104.328112 + Penalty 3886.773203 = -19265217.554909
  nChanged 86
		SP:Iteration 75Q (20982.250000 sec): 3 clusters
  Score: Raw -19269109.265636 + Penalty 3886.773203 = -19265222.492433
  nChanged 81
		SP:Iteration 76Q (20982.990000 sec): 3 clusters
  Score: Raw -19269113.480766 + Penalty 3886.773203 = -19265226.707563
  nChanged 76
		SP:Iteration 77Q (20983.740000 sec): 3 clusters
  Score: Raw -19269117.644143 + Penalty 3886.773203 = -19265230.870940
  nChanged 70
		SP:Iteration 78Q (20984.490000 sec): 3 clusters
  Score: Raw -19269121.257190 + Penalty 3886.773203 = -19265234.483987
  nChanged 70
		SP:Iteration 79Q (20985.270000 sec): 3 clusters
  Score: Raw -19269125.083378 + Penalty 3886.773203 = -19265238.310175
  nChanged 70
		SP:Iteration 80F (20986.070000 sec): 3 clusters
  Score: Raw -19269128.971593 + Penalty 3886.773203 = -19265242.198389
  nChanged 63
		SP:Iteration 81Q (20986.850000 sec): 3 clusters
  Score: Raw -19269132.213936 + Penalty 3886.773203 = -19265245.440732
  nChanged 59
		SP:Iteration 82Q (20987.640000 sec): 3 clusters
  Score: Raw -19269135.162746 + Penalty 3886.773203 = -19265248.389543
  nChanged 55
		SP:Iteration 83Q (20988.410000 sec): 3 clusters
  Score: Raw -19269137.912455 + Penalty 3886.773203 = -19265251.139252
  nChanged 56
		SP:Iteration 84Q (20989.170000 sec): 3 clusters
  Score: Raw -19269141.124683 + Penalty 3886.773203 = -19265254.351480
  nChanged 58
		SP:Iteration 85Q (20989.900000 sec): 3 clusters
  Score: Raw -19269143.950235 + Penalty 3886.773203 = -19265257.177032
  nChanged 52
		SP:Iteration 86Q (20990.660000 sec): 3 clusters
  Score: Raw -19269146.252981 + Penalty 3886.773203 = -19265259.479778
  nChanged 42
		SP:Iteration 87Q (20991.390000 sec): 3 clusters
  Score: Raw -19269148.482743 + Penalty 3886.773203 = -19265261.709540
  nChanged 43
		SP:Iteration 88Q (20992.130000 sec): 3 clusters
  Score: Raw -19269150.853319 + Penalty 3886.773203 = -19265264.080115
  nChanged 43
		SP:Iteration 89Q (20992.870000 sec): 3 clusters
  Score: Raw -19269153.040802 + Penalty 3886.773203 = -19265266.267599
  nChanged 42
		SP:Iteration 90Q (20993.600000 sec): 3 clusters
  Score: Raw -19269155.212007 + Penalty 3886.773203 = -19265268.438804
  nChanged 42
		SP:Iteration 91Q (20994.260000 sec): 3 clusters
  Score: Raw -19269157.429002 + Penalty 3886.773203 = -19265270.655799
  nChanged 45
		SP:Iteration 92Q (20994.990000 sec): 3 clusters
  Score: Raw -19269159.291318 + Penalty 3886.773203 = -19265272.518115
  nChanged 51
		SP:Iteration 93Q (20995.700000 sec): 3 clusters
  Score: Raw -19269161.728697 + Penalty 3886.773203 = -19265274.955494
  nChanged 57
		SP:Iteration 94Q (20996.410000 sec): 3 clusters
  Score: Raw -19269165.182775 + Penalty 3886.773203 = -19265278.409572
  nChanged 57
		SP:Iteration 95Q (20997.180000 sec): 3 clusters
  Score: Raw -19269168.534774 + Penalty 3886.773203 = -19265281.761571
  nChanged 67
		SP:Iteration 96Q (20997.950000 sec): 3 clusters
  Score: Raw -19269172.893605 + Penalty 3886.773203 = -19265286.120402
  nChanged 67
		SP:Iteration 97Q (20998.690000 sec): 3 clusters
  Score: Raw -19269177.025821 + Penalty 3886.773203 = -19265290.252618
  nChanged 67
		SP:Iteration 98Q (20999.460000 sec): 3 clusters
  Score: Raw -19269180.600804 + Penalty 3886.773203 = -19265293.827601
  nChanged 48
		SP:Iteration 99Q (21000.250000 sec): 3 clusters
  Score: Raw -19269182.936160 + Penalty 3886.773203 = -19265296.162957
  nChanged 39
		SP:Iteration 100F (21001.130000 sec): 3 clusters
  Score: Raw -19269184.722440 + Penalty 3886.773203 = -19265297.949237
  nChanged 39
		SP:Iteration 101Q (21002.010000 sec): 3 clusters
  Score: Raw -19269186.590097 + Penalty 3886.773203 = -19265299.816894
  nChanged 41
		SP:Iteration 102Q (21002.880000 sec): 3 clusters
  Score: Raw -19269188.625261 + Penalty 3886.773203 = -19265301.852058
  nChanged 33
		SP:Iteration 103Q (21003.620000 sec): 3 clusters
  Score: Raw -19269190.122484 + Penalty 3886.773203 = -19265303.349281
  nChanged 32
		SP:Iteration 104Q (21004.340000 sec): 3 clusters
  Score: Raw -19269191.512179 + Penalty 3886.773203 = -19265304.738976
  nChanged 27
		SP:Iteration 105Q (21005.060000 sec): 3 clusters
  Score: Raw -19269192.531515 + Penalty 3886.773203 = -19265305.758312
  nChanged 17
		SP:Iteration 106Q (21005.840000 sec): 3 clusters
  Score: Raw -19269193.183674 + Penalty 3886.773203 = -19265306.410471
  nChanged 19
		SP:Iteration 107Q (21006.560000 sec): 3 clusters
  Score: Raw -19269193.910719 + Penalty 3886.773203 = -19265307.137515
  nChanged 20
		SP:Iteration 108Q (21007.320000 sec): 3 clusters
  Score: Raw -19269194.716144 + Penalty 3886.773203 = -19265307.942941
  nChanged 23
		SP:Iteration 109Q (21008.030000 sec): 3 clusters
  Score: Raw -19269195.998769 + Penalty 3886.773203 = -19265309.225566
  nChanged 22
		SP:Iteration 110Q (21008.770000 sec): 3 clusters
  Score: Raw -19269196.830909 + Penalty 3886.773203 = -19265310.057706
  nChanged 18
		SP:Iteration 111Q (21009.480000 sec): 3 clusters
  Score: Raw -19269197.310438 + Penalty 3886.773203 = -19265310.537235
  nChanged 13
		SP:Iteration 112Q (21010.170000 sec): 3 clusters
  Score: Raw -19269197.982175 + Penalty 3886.773203 = -19265311.208972
  nChanged 21
		SP:Iteration 113Q (21010.870000 sec): 3 clusters
  Score: Raw -19269198.943553 + Penalty 3886.773203 = -19265312.170350
  nChanged 23
		SP:Iteration 114Q (21011.590000 sec): 3 clusters
  Score: Raw -19269200.080769 + Penalty 3886.773203 = -19265313.307566
  nChanged 28
		SP:Iteration 115Q (21012.250000 sec): 3 clusters
  Score: Raw -19269201.172698 + Penalty 3886.773203 = -19265314.399495
  nChanged 26
		SP:Iteration 116Q (21013.000000 sec): 3 clusters
  Score: Raw -19269202.288613 + Penalty 3886.773203 = -19265315.515410
  nChanged 22
		SP:Iteration 117Q (21013.710000 sec): 3 clusters
  Score: Raw -19269203.356017 + Penalty 3886.773203 = -19265316.582814
  nChanged 21
		SP:Iteration 118Q (21014.480000 sec): 3 clusters
  Score: Raw -19269204.370710 + Penalty 3886.773203 = -19265317.597507
  nChanged 19
		SP:Iteration 119Q (21015.180000 sec): 3 clusters
  Score: Raw -19269205.060367 + Penalty 3886.773203 = -19265318.287164
  nChanged 17
		SP:Iteration 120F (21016.020000 sec): 3 clusters
  Score: Raw -19269205.538048 + Penalty 3886.773203 = -19265318.764845
  nChanged 15
		SP:Iteration 121Q (21016.760000 sec): 3 clusters
  Score: Raw -19269205.960051 + Penalty 3886.773203 = -19265319.186848
  nChanged 12
		SP:Iteration 122Q (21017.450000 sec): 3 clusters
  Score: Raw -19269206.323227 + Penalty 3886.773203 = -19265319.550024
  nChanged 13
		SP:Iteration 123Q (21018.180000 sec): 3 clusters
  Score: Raw -19269206.903096 + Penalty 3886.773203 = -19265320.129893
  nChanged 19
		SP:Iteration 124Q (21018.900000 sec): 3 clusters
  Score: Raw -19269207.648343 + Penalty 3886.773203 = -19265320.875139
  nChanged 13
		SP:Iteration 125Q (21019.750000 sec): 3 clusters
  Score: Raw -19269208.132738 + Penalty 3886.773203 = -19265321.359535
  nChanged 11
		SP:Iteration 126Q (21020.580000 sec): 3 clusters
  Score: Raw -19269208.481872 + Penalty 3886.773203 = -19265321.708669
  nChanged 12
		SP:Iteration 127Q (21021.380000 sec): 3 clusters
  Score: Raw -19269208.948822 + Penalty 3886.773203 = -19265322.175619
  nChanged 10
		SP:Iteration 128Q (21022.120000 sec): 3 clusters
  Score: Raw -19269209.317677 + Penalty 3886.773203 = -19265322.544474
  nChanged 4
		SP:Iteration 129Q (21022.900000 sec): 3 clusters
  Score: Raw -19269209.430456 + Penalty 3886.773203 = -19265322.657253
  nChanged 5
		SP:Iteration 130Q (21023.650000 sec): 3 clusters
  Score: Raw -19269209.577586 + Penalty 3886.773203 = -19265322.804383
  nChanged 9
		SP:Iteration 131Q (21024.350000 sec): 3 clusters
  Score: Raw -19269209.913705 + Penalty 3886.773203 = -19265323.140502
  nChanged 6
		SP:Iteration 132Q (21025.100000 sec): 3 clusters
  Score: Raw -19269210.105096 + Penalty 3886.773203 = -19265323.331893
  nChanged 5
		SP:Iteration 133Q (21025.820000 sec): 3 clusters
  Score: Raw -19269210.258175 + Penalty 3886.773203 = -19265323.484972
  nChanged 3
		SP:Iteration 134Q (21026.500000 sec): 3 clusters
  Score: Raw -19269210.316816 + Penalty 3886.773203 = -19265323.543613
  nChanged 3
		SP:Iteration 135Q (21027.190000 sec): 3 clusters
  Score: Raw -19269210.398963 + Penalty 3886.773203 = -19265323.625760
  nChanged 5
		SP:Iteration 136Q (21027.880000 sec): 3 clusters
  Score: Raw -19269210.493621 + Penalty 3886.773203 = -19265323.720418
  nChanged 5
		SP:Iteration 137Q (21028.560000 sec): 3 clusters
  Score: Raw -19269210.588217 + Penalty 3886.773203 = -19265323.815014
  nChanged 2
		SP:Iteration 138Q (21029.220000 sec): 3 clusters
  Score: Raw -19269210.617217 + Penalty 3886.773203 = -19265323.844014
  nChanged 2
		SP:Iteration 139Q (21029.900000 sec): 3 clusters
  Score: Raw -19269210.727796 + Penalty 3886.773203 = -19265323.954593
  nChanged 2
		SP:Iteration 140F (21030.670000 sec): 3 clusters
  Score: Raw -19269210.870585 + Penalty 3886.773203 = -19265324.097382
  nChanged 2
		SP:Iteration 141Q (21031.400000 sec): 3 clusters
  Score: Raw -19269210.957753 + Penalty 3886.773203 = -19265324.184550
  nChanged 5
		SP:Iteration 142Q (21032.090000 sec): 3 clusters
  Score: Raw -19269211.075201 + Penalty 3886.773203 = -19265324.301998
  nChanged 2
		SP:Iteration 143Q (21032.760000 sec): 3 clusters
  Score: Raw -19269211.194065 + Penalty 3886.773203 = -19265324.420862
  nChanged 2
		SP:Iteration 144Q (21033.490000 sec): 3 clusters
  Score: Raw -19269211.239294 + Penalty 3886.773203 = -19265324.466091
  nChanged 2
		SP:Iteration 145Q (21034.150000 sec): 3 clusters
  Score: Raw -19269211.267297 + Penalty 3886.773203 = -19265324.494094
  nChanged 2
		SP:Iteration 146Q (21034.870000 sec): 3 clusters
  Score: Raw -19269211.321310 + Penalty 3886.773203 = -19265324.548107
  nChanged 4
		SP:Iteration 147Q (21035.590000 sec): 3 clusters
  Score: Raw -19269211.374618 + Penalty 3886.773203 = -19265324.601415
  nChanged 3
		SP:Iteration 148Q (21036.380000 sec): 3 clusters
  Score: Raw -19269211.430295 + Penalty 3886.773203 = -19265324.657092
  nChanged 2
		SP:Iteration 149Q (21037.090000 sec): 3 clusters
  Score: Raw -19269211.467052 + Penalty 3886.773203 = -19265324.693848
  nChanged 1
		SP:Iteration 150Q (21037.820000 sec): 3 clusters
  Score: Raw -19269211.478119 + Penalty 3886.773203 = -19265324.704915
  nChanged 0
		SP:Iteration 151F (21038.630000 sec): 3 clusters
  Score: Raw -19269211.478119 + Penalty 3886.773203 = -19265324.704915
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21038.820000 sec): 2 clusters
  Score: Raw -145305.242507 + Penalty 1154.156145 = -144151.086362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21039.050000 sec): 3 clusters
  Score: Raw -144895.855257 + Penalty 2308.312291 = -142587.542966
  nChanged 368
		SP:Iteration 1F (21039.230000 sec): 3 clusters
  Score: Raw -145191.725442 + Penalty 2308.312291 = -142883.413152
  nChanged 85
		SP:Iteration 2F (21039.370000 sec): 3 clusters
  Score: Raw -145264.260069 + Penalty 2308.312291 = -142955.947778
  nChanged 47
		SP:Iteration 3Q (21039.570000 sec): 3 clusters
  Score: Raw -145311.356372 + Penalty 2308.312291 = -143003.044081
  nChanged 33
		SP:Iteration 4Q (21039.710000 sec): 3 clusters
  Score: Raw -145333.565002 + Penalty 2308.312291 = -143025.252711
  nChanged 16
		SP:Iteration 5Q (21039.880000 sec): 3 clusters
  Score: Raw -145345.095658 + Penalty 2308.312291 = -143036.783367
  nChanged 16
		SP:Iteration 6Q (21040.070000 sec): 3 clusters
  Score: Raw -145354.614817 + Penalty 2308.312291 = -143046.302526
  nChanged 10
		SP:Iteration 7Q (21040.260000 sec): 3 clusters
  Score: Raw -145359.350114 + Penalty 2308.312291 = -143051.037823
  nChanged 2
		SP:Iteration 8Q (21040.460000 sec): 3 clusters
  Score: Raw -145360.331036 + Penalty 2308.312291 = -143052.018745
  nChanged 1
		SP:Iteration 9Q (21040.630000 sec): 3 clusters
  Score: Raw -145361.196580 + Penalty 2308.312291 = -143052.884289
  nChanged 3
		SP:Iteration 10Q (21040.810000 sec): 3 clusters
  Score: Raw -145363.245531 + Penalty 2308.312291 = -143054.933240
  nChanged 3
		SP:Iteration 11Q (21040.990000 sec): 3 clusters
  Score: Raw -145365.642524 + Penalty 2308.312291 = -143057.330233
  nChanged 2
		SP:Iteration 12Q (21041.170000 sec): 3 clusters
  Score: Raw -145367.101736 + Penalty 2308.312291 = -143058.789446
  nChanged 4
		SP:Iteration 13Q (21041.330000 sec): 3 clusters
  Score: Raw -145370.879607 + Penalty 2308.312291 = -143062.567316
  nChanged 4
		SP:Iteration 14Q (21041.460000 sec): 3 clusters
  Score: Raw -145373.823066 + Penalty 2308.312291 = -143065.510776
  nChanged 6
		SP:Iteration 15Q (21041.650000 sec): 3 clusters
  Score: Raw -145379.154966 + Penalty 2308.312291 = -143070.842676
  nChanged 3
		SP:Iteration 16Q (21041.800000 sec): 3 clusters
  Score: Raw -145382.266462 + Penalty 2308.312291 = -143073.954171
  nChanged 5
		SP:Iteration 17Q (21041.950000 sec): 3 clusters
  Score: Raw -145385.826619 + Penalty 2308.312291 = -143077.514328
  nChanged 4
		SP:Iteration 18Q (21042.120000 sec): 3 clusters
  Score: Raw -145389.567105 + Penalty 2308.312291 = -143081.254815
  nChanged 5
		SP:Iteration 19Q (21042.310000 sec): 3 clusters
  Score: Raw -145393.833009 + Penalty 2308.312291 = -143085.520718
  nChanged 2
		SP:Iteration 20F (21042.500000 sec): 3 clusters
  Score: Raw -145394.540361 + Penalty 2308.312291 = -143086.228070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21042.610000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21042.790000 sec): 3 clusters
  Score: Raw -42436.364578 + Penalty 1938.997690 = -40497.366888
  nChanged 74
		SP:Iteration 1F (21042.980000 sec): 3 clusters
  Score: Raw -42550.158088 + Penalty 1938.997690 = -40611.160398
  nChanged 20
		SP:Iteration 2F (21043.120000 sec): 3 clusters
  Score: Raw -42585.062087 + Penalty 1938.997690 = -40646.064397
  nChanged 5
		SP:Iteration 3Q (21043.280000 sec): 3 clusters
  Score: Raw -42594.683234 + Penalty 1938.997690 = -40655.685544
  nChanged 7
		SP:Iteration 4Q (21043.460000 sec): 3 clusters
  Score: Raw -42609.768284 + Penalty 1938.997690 = -40670.770594
  nChanged 5
		SP:Iteration 5Q (21043.670000 sec): 3 clusters
  Score: Raw -42622.588741 + Penalty 1938.997690 = -40683.591050
  nChanged 3
		SP:Iteration 6Q (21043.840000 sec): 3 clusters
  Score: Raw -42628.439532 + Penalty 1938.997690 = -40689.441842
  nChanged 2
		SP:Iteration 7Q (21044.020000 sec): 3 clusters
  Score: Raw -42631.508157 + Penalty 1938.997690 = -40692.510467
  nChanged 0
		SP:Iteration 8F (21044.180000 sec): 3 clusters
  Score: Raw -42631.508157 + Penalty 1938.997690 = -40692.510467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21044.370000 sec): 2 clusters
  Score: Raw -2197643.054176 + Penalty 1588.599193 = -2196054.454983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21044.630000 sec): 3 clusters
  Score: Raw -2187168.507624 + Penalty 3177.198385 = -2183991.309238
  nChanged 7928
		SP:Iteration 1F (21044.920000 sec): 3 clusters
  Score: Raw -2191342.469575 + Penalty 3177.198385 = -2188165.271189
  nChanged 906
		SP:Iteration 2F (21045.190000 sec): 3 clusters
  Score: Raw -2191659.350170 + Penalty 3177.198385 = -2188482.151785
  nChanged 869
		SP:Iteration 3Q (21045.460000 sec): 3 clusters
  Score: Raw -2191980.523235 + Penalty 3177.198385 = -2188803.324850
  nChanged 880
		SP:Iteration 4Q (21045.730000 sec): 3 clusters
  Score: Raw -2192354.647422 + Penalty 3177.198385 = -2189177.449036
  nChanged 944
		SP:Iteration 5F (21045.970000 sec): 3 clusters
  Score: Raw -2192855.126219 + Penalty 3177.198385 = -2189677.927834
  nChanged 1108
		SP:Iteration 6F (21046.190000 sec): 3 clusters
  Score: Raw -2193578.825991 + Penalty 3177.198385 = -2190401.627605
  nChanged 1233
		SP:Iteration 7F (21046.470000 sec): 3 clusters
  Score: Raw -2194499.854967 + Penalty 3177.198385 = -2191322.656581
  nChanged 1123
		SP:Iteration 8F (21046.730000 sec): 3 clusters
  Score: Raw -2195397.527383 + Penalty 3177.198385 = -2192220.328997
  nChanged 952
		SP:Iteration 9F (21047.000000 sec): 3 clusters
  Score: Raw -2196223.259372 + Penalty 3177.198385 = -2193046.060987
  nChanged 719
		SP:Iteration 10Q (21047.200000 sec): 3 clusters
  Score: Raw -2196855.818955 + Penalty 3177.198385 = -2193678.620570
  nChanged 440
		SP:Iteration 11Q (21047.460000 sec): 3 clusters
  Score: Raw -2197275.500523 + Penalty 3177.198385 = -2194098.302138
  nChanged 248
		SP:Iteration 12Q (21047.720000 sec): 3 clusters
  Score: Raw -2197535.698820 + Penalty 3177.198385 = -2194358.500435
  nChanged 106
		SP:Iteration 13Q (21047.980000 sec): 3 clusters
  Score: Raw -2197646.270265 + Penalty 3177.198385 = -2194469.071880
  nChanged 60
		SP:Iteration 14Q (21048.230000 sec): 3 clusters
  Score: Raw -2197702.891392 + Penalty 3177.198385 = -2194525.693006
  nChanged 30
		SP:Iteration 15Q (21048.470000 sec): 3 clusters
  Score: Raw -2197738.940844 + Penalty 3177.198385 = -2194561.742459
  nChanged 16
		SP:Iteration 16Q (21048.710000 sec): 3 clusters
  Score: Raw -2197762.921710 + Penalty 3177.198385 = -2194585.723324
  nChanged 12
		SP:Iteration 17Q (21048.910000 sec): 3 clusters
  Score: Raw -2197781.850573 + Penalty 3177.198385 = -2194604.652188
  nChanged 11
		SP:Iteration 18Q (21049.170000 sec): 3 clusters
  Score: Raw -2197797.683984 + Penalty 3177.198385 = -2194620.485599
  nChanged 6
		SP:Iteration 19Q (21049.380000 sec): 3 clusters
  Score: Raw -2197805.079879 + Penalty 3177.198385 = -2194627.881494
  nChanged 2
		SP:Iteration 20F (21049.650000 sec): 3 clusters
  Score: Raw -2197807.932423 + Penalty 3177.198385 = -2194630.734037
  nChanged 2
		SP:Iteration 21Q (21049.860000 sec): 3 clusters
  Score: Raw -2197811.737271 + Penalty 3177.198385 = -2194634.538886
  nChanged 2
		SP:Iteration 22Q (21050.140000 sec): 3 clusters
  Score: Raw -2197815.915200 + Penalty 3177.198385 = -2194638.716815
  nChanged 1
		SP:Iteration 23Q (21050.340000 sec): 3 clusters
  Score: Raw -2197816.645168 + Penalty 3177.198385 = -2194639.446782
  nChanged 0
		SP:Iteration 24F (21050.630000 sec): 3 clusters
  Score: Raw -2197816.645168 + Penalty 3177.198385 = -2194639.446782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21050.720000 sec): 2 clusters
  Score: Raw -147458.726460 + Penalty 1166.885070 = -146291.841390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21050.900000 sec): 3 clusters
  Score: Raw -147045.020314 + Penalty 2333.770140 = -144711.250175
  nChanged 416
		SP:Iteration 1F (21051.080000 sec): 3 clusters
  Score: Raw -147453.462423 + Penalty 2333.770140 = -145119.692283
  nChanged 95
		SP:Iteration 2F (21051.300000 sec): 3 clusters
  Score: Raw -147567.841596 + Penalty 2333.770140 = -145234.071456
  nChanged 83
		SP:Iteration 3F (21051.440000 sec): 3 clusters
  Score: Raw -147693.370399 + Penalty 2333.770140 = -145359.600259
  nChanged 69
		SP:Iteration 4F (21051.660000 sec): 3 clusters
  Score: Raw -147777.714904 + Penalty 2333.770140 = -145443.944764
  nChanged 62
		SP:Iteration 5Q (21051.830000 sec): 3 clusters
  Score: Raw -147854.942384 + Penalty 2333.770140 = -145521.172244
  nChanged 42
		SP:Iteration 6Q (21052.030000 sec): 3 clusters
  Score: Raw -147898.736162 + Penalty 2333.770140 = -145564.966023
  nChanged 29
		SP:Iteration 7Q (21052.230000 sec): 3 clusters
  Score: Raw -147923.749382 + Penalty 2333.770140 = -145589.979242
  nChanged 16
		SP:Iteration 8Q (21052.420000 sec): 3 clusters
  Score: Raw -147940.109292 + Penalty 2333.770140 = -145606.339152
  nChanged 14
		SP:Iteration 9Q (21052.560000 sec): 3 clusters
  Score: Raw -147951.780403 + Penalty 2333.770140 = -145618.010263
  nChanged 12
		SP:Iteration 10Q (21052.720000 sec): 3 clusters
  Score: Raw -147963.410838 + Penalty 2333.770140 = -145629.640699
  nChanged 7
		SP:Iteration 11Q (21052.900000 sec): 3 clusters
  Score: Raw -147972.068121 + Penalty 2333.770140 = -145638.297981
  nChanged 8
		SP:Iteration 12Q (21053.090000 sec): 3 clusters
  Score: Raw -147981.803504 + Penalty 2333.770140 = -145648.033364
  nChanged 7
		SP:Iteration 13Q (21053.300000 sec): 3 clusters
  Score: Raw -147992.735847 + Penalty 2333.770140 = -145658.965708
  nChanged 13
		SP:Iteration 14Q (21053.490000 sec): 3 clusters
  Score: Raw -148010.595663 + Penalty 2333.770140 = -145676.825523
  nChanged 10
		SP:Iteration 15Q (21053.680000 sec): 3 clusters
  Score: Raw -148023.748544 + Penalty 2333.770140 = -145689.978404
  nChanged 11
		SP:Iteration 16Q (21053.850000 sec): 3 clusters
  Score: Raw -148045.118474 + Penalty 2333.770140 = -145711.348334
  nChanged 15
		SP:Iteration 17Q (21054.080000 sec): 3 clusters
  Score: Raw -148068.065817 + Penalty 2333.770140 = -145734.295677
  nChanged 11
		SP:Iteration 18Q (21054.280000 sec): 3 clusters
  Score: Raw -148075.611546 + Penalty 2333.770140 = -145741.841407
  nChanged 3
		SP:Iteration 19Q (21054.420000 sec): 3 clusters
  Score: Raw -148076.991602 + Penalty 2333.770140 = -145743.221462
  nChanged 1
		SP:Iteration 20F (21054.610000 sec): 3 clusters
  Score: Raw -148077.561793 + Penalty 2333.770140 = -145743.791653
  nChanged 2
		SP:Iteration 21Q (21054.780000 sec): 3 clusters
  Score: Raw -148078.554294 + Penalty 2333.770140 = -145744.784155
  nChanged 0
		SP:Iteration 22F (21054.950000 sec): 3 clusters
  Score: Raw -148078.554294 + Penalty 2333.770140 = -145744.784155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21055.030000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21055.240000 sec): 3 clusters
  Score: Raw -19990.842746 + Penalty 1693.083000 = -18297.759746
  nChanged 23
		SP:Iteration 1F (21055.380000 sec): 3 clusters
  Score: Raw -20058.804348 + Penalty 1693.083000 = -18365.721348
  nChanged 7
		SP:Iteration 2Q (21055.580000 sec): 3 clusters
  Score: Raw -20081.331436 + Penalty 1693.083000 = -18388.248436
  nChanged 1
		SP:Iteration 3Q (21055.790000 sec): 3 clusters
  Score: Raw -20084.452446 + Penalty 1693.083000 = -18391.369447
  nChanged 0
		SP:Iteration 4F (21055.960000 sec): 3 clusters
  Score: Raw -20084.452446 + Penalty 1693.083000 = -18391.369447
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21056.140000 sec): 2 clusters
  Score: Raw -1702332.773636 + Penalty 1556.115272 = -1700776.658364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21056.390000 sec): 3 clusters
  Score: Raw -1693909.555533 + Penalty 3112.230543 = -1690797.324990
  nChanged 6449
		SP:Iteration 1F (21056.620000 sec): 3 clusters
  Score: Raw -1697428.756797 + Penalty 3112.230543 = -1694316.526254
  nChanged 788
		SP:Iteration 2F (21056.790000 sec): 3 clusters
  Score: Raw -1697747.950279 + Penalty 3112.230543 = -1694635.719736
  nChanged 698
		SP:Iteration 3Q (21057.040000 sec): 3 clusters
  Score: Raw -1698049.972458 + Penalty 3112.230543 = -1694937.741914
  nChanged 681
		SP:Iteration 4Q (21057.280000 sec): 3 clusters
  Score: Raw -1698355.362358 + Penalty 3112.230543 = -1695243.131815
  nChanged 701
		SP:Iteration 5Q (21057.540000 sec): 3 clusters
  Score: Raw -1698706.501421 + Penalty 3112.230543 = -1695594.270878
  nChanged 751
		SP:Iteration 6F (21057.760000 sec): 3 clusters
  Score: Raw -1699109.645229 + Penalty 3112.230543 = -1695997.414686
  nChanged 790
		SP:Iteration 7F (21057.990000 sec): 3 clusters
  Score: Raw -1699592.307898 + Penalty 3112.230543 = -1696480.077355
  nChanged 808
		SP:Iteration 8F (21058.240000 sec): 3 clusters
  Score: Raw -1700152.220498 + Penalty 3112.230543 = -1697039.989955
  nChanged 816
		SP:Iteration 9F (21058.540000 sec): 3 clusters
  Score: Raw -1700775.384623 + Penalty 3112.230543 = -1697663.154080
  nChanged 699
		SP:Iteration 10Q (21058.760000 sec): 3 clusters
  Score: Raw -1701309.243016 + Penalty 3112.230543 = -1698197.012473
  nChanged 561
		SP:Iteration 11Q (21058.990000 sec): 3 clusters
  Score: Raw -1701747.371447 + Penalty 3112.230543 = -1698635.140904
  nChanged 426
		SP:Iteration 12Q (21059.210000 sec): 3 clusters
  Score: Raw -1702087.611388 + Penalty 3112.230543 = -1698975.380845
  nChanged 263
		SP:Iteration 13Q (21059.470000 sec): 3 clusters
  Score: Raw -1702293.014261 + Penalty 3112.230543 = -1699180.783717
  nChanged 148
		SP:Iteration 14Q (21059.680000 sec): 3 clusters
  Score: Raw -1702415.481648 + Penalty 3112.230543 = -1699303.251105
  nChanged 101
		SP:Iteration 15Q (21059.880000 sec): 3 clusters
  Score: Raw -1702484.928536 + Penalty 3112.230543 = -1699372.697993
  nChanged 50
		SP:Iteration 16Q (21060.110000 sec): 3 clusters
  Score: Raw -1702519.633444 + Penalty 3112.230543 = -1699407.402901
  nChanged 40
		SP:Iteration 17Q (21060.340000 sec): 3 clusters
  Score: Raw -1702555.211757 + Penalty 3112.230543 = -1699442.981214
  nChanged 33
		SP:Iteration 18Q (21060.600000 sec): 3 clusters
  Score: Raw -1702582.988788 + Penalty 3112.230543 = -1699470.758245
  nChanged 23
		SP:Iteration 19Q (21060.810000 sec): 3 clusters
  Score: Raw -1702603.620112 + Penalty 3112.230543 = -1699491.389569
  nChanged 21
		SP:Iteration 20F (21061.070000 sec): 3 clusters
  Score: Raw -1702625.241821 + Penalty 3112.230543 = -1699513.011278
  nChanged 19
		SP:Iteration 21Q (21061.300000 sec): 3 clusters
  Score: Raw -1702637.797124 + Penalty 3112.230543 = -1699525.566580
  nChanged 13
		SP:Iteration 22Q (21061.500000 sec): 3 clusters
  Score: Raw -1702645.856979 + Penalty 3112.230543 = -1699533.626436
  nChanged 9
		SP:Iteration 23Q (21061.740000 sec): 3 clusters
  Score: Raw -1702650.364154 + Penalty 3112.230543 = -1699538.133610
  nChanged 4
		SP:Iteration 24Q (21061.960000 sec): 3 clusters
  Score: Raw -1702651.503520 + Penalty 3112.230543 = -1699539.272976
  nChanged 2
		SP:Iteration 25Q (21062.160000 sec): 3 clusters
  Score: Raw -1702651.786810 + Penalty 3112.230543 = -1699539.556267
  nChanged 0
		SP:Iteration 26F (21062.410000 sec): 3 clusters
  Score: Raw -1702651.786810 + Penalty 3112.230543 = -1699539.556267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21062.590000 sec): 2 clusters
  Score: Raw -2266589.158340 + Penalty 1594.606148 = -2264994.552191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21062.860000 sec): 3 clusters
  Score: Raw -2255659.322749 + Penalty 3189.212297 = -2252470.110452
  nChanged 8193
		SP:Iteration 1F (21063.100000 sec): 3 clusters
  Score: Raw -2260276.418018 + Penalty 3189.212297 = -2257087.205721
  nChanged 990
		SP:Iteration 2F (21063.360000 sec): 3 clusters
  Score: Raw -2260789.698154 + Penalty 3189.212297 = -2257600.485857
  nChanged 1077
		SP:Iteration 3F (21063.660000 sec): 3 clusters
  Score: Raw -2261542.217083 + Penalty 3189.212297 = -2258353.004786
  nChanged 1277
		SP:Iteration 4F (21063.890000 sec): 3 clusters
  Score: Raw -2262571.987185 + Penalty 3189.212297 = -2259382.774888
  nChanged 1423
		SP:Iteration 5F (21064.120000 sec): 3 clusters
  Score: Raw -2263719.458281 + Penalty 3189.212297 = -2260530.245984
  nChanged 1425
		SP:Iteration 6F (21064.380000 sec): 3 clusters
  Score: Raw -2264815.930481 + Penalty 3189.212297 = -2261626.718185
  nChanged 1176
		SP:Iteration 7F (21064.620000 sec): 3 clusters
  Score: Raw -2265575.862182 + Penalty 3189.212297 = -2262386.649886
  nChanged 897
		SP:Iteration 8Q (21064.920000 sec): 3 clusters
  Score: Raw -2266031.364690 + Penalty 3189.212297 = -2262842.152393
  nChanged 626
		SP:Iteration 9Q (21065.190000 sec): 3 clusters
  Score: Raw -2266312.998663 + Penalty 3189.212297 = -2263123.786366
  nChanged 497
		SP:Iteration 10Q (21065.460000 sec): 3 clusters
  Score: Raw -2266485.986433 + Penalty 3189.212297 = -2263296.774137
  nChanged 348
		SP:Iteration 11Q (21065.710000 sec): 3 clusters
  Score: Raw -2266581.065058 + Penalty 3189.212297 = -2263391.852761
  nChanged 268
		SP:Iteration 12Q (21065.970000 sec): 3 clusters
  Score: Raw -2266651.614970 + Penalty 3189.212297 = -2263462.402673
  nChanged 248
		SP:Iteration 13Q (21066.220000 sec): 3 clusters
  Score: Raw -2266713.802107 + Penalty 3189.212297 = -2263524.589810
  nChanged 203
		SP:Iteration 14Q (21066.510000 sec): 3 clusters
  Score: Raw -2266762.430858 + Penalty 3189.212297 = -2263573.218561
  nChanged 194
		SP:Iteration 15Q (21066.740000 sec): 3 clusters
  Score: Raw -2266804.282600 + Penalty 3189.212297 = -2263615.070303
  nChanged 179
		SP:Iteration 16Q (21066.990000 sec): 3 clusters
  Score: Raw -2266837.672558 + Penalty 3189.212297 = -2263648.460261
  nChanged 174
		SP:Iteration 17Q (21067.290000 sec): 3 clusters
  Score: Raw -2266871.037835 + Penalty 3189.212297 = -2263681.825538
  nChanged 175
		SP:Iteration 18Q (21067.540000 sec): 3 clusters
  Score: Raw -2266904.386260 + Penalty 3189.212297 = -2263715.173963
  nChanged 154
		SP:Iteration 19Q (21067.820000 sec): 3 clusters
  Score: Raw -2266933.617669 + Penalty 3189.212297 = -2263744.405372
  nChanged 142
		SP:Iteration 20F (21068.070000 sec): 3 clusters
  Score: Raw -2266957.037873 + Penalty 3189.212297 = -2263767.825576
  nChanged 119
		SP:Iteration 21Q (21068.320000 sec): 3 clusters
  Score: Raw -2266977.174817 + Penalty 3189.212297 = -2263787.962520
  nChanged 116
		SP:Iteration 22Q (21068.590000 sec): 3 clusters
  Score: Raw -2266996.976507 + Penalty 3189.212297 = -2263807.764211
  nChanged 106
		SP:Iteration 23Q (21068.840000 sec): 3 clusters
  Score: Raw -2267016.325211 + Penalty 3189.212297 = -2263827.112914
  nChanged 108
		SP:Iteration 24Q (21069.130000 sec): 3 clusters
  Score: Raw -2267033.842318 + Penalty 3189.212297 = -2263844.630021
  nChanged 93
		SP:Iteration 25Q (21069.410000 sec): 3 clusters
  Score: Raw -2267050.689172 + Penalty 3189.212297 = -2263861.476875
  nChanged 102
		SP:Iteration 26Q (21069.690000 sec): 3 clusters
  Score: Raw -2267068.420170 + Penalty 3189.212297 = -2263879.207873
  nChanged 78
		SP:Iteration 27Q (21069.950000 sec): 3 clusters
  Score: Raw -2267081.072007 + Penalty 3189.212297 = -2263891.859710
  nChanged 70
		SP:Iteration 28Q (21070.260000 sec): 3 clusters
  Score: Raw -2267093.111112 + Penalty 3189.212297 = -2263903.898815
  nChanged 70
		SP:Iteration 29Q (21070.500000 sec): 3 clusters
  Score: Raw -2267105.778776 + Penalty 3189.212297 = -2263916.566479
  nChanged 75
		SP:Iteration 30Q (21070.740000 sec): 3 clusters
  Score: Raw -2267119.895435 + Penalty 3189.212297 = -2263930.683138
  nChanged 79
		SP:Iteration 31Q (21071.000000 sec): 3 clusters
  Score: Raw -2267135.354048 + Penalty 3189.212297 = -2263946.141751
  nChanged 94
		SP:Iteration 32Q (21071.250000 sec): 3 clusters
  Score: Raw -2267152.425446 + Penalty 3189.212297 = -2263963.213149
  nChanged 77
		SP:Iteration 33Q (21071.490000 sec): 3 clusters
  Score: Raw -2267166.423337 + Penalty 3189.212297 = -2263977.211041
  nChanged 69
		SP:Iteration 34Q (21071.760000 sec): 3 clusters
  Score: Raw -2267177.843787 + Penalty 3189.212297 = -2263988.631490
  nChanged 55
		SP:Iteration 35Q (21072.040000 sec): 3 clusters
  Score: Raw -2267186.120901 + Penalty 3189.212297 = -2263996.908604
  nChanged 46
		SP:Iteration 36Q (21072.310000 sec): 3 clusters
  Score: Raw -2267191.622149 + Penalty 3189.212297 = -2264002.409852
  nChanged 43
		SP:Iteration 37Q (21072.550000 sec): 3 clusters
  Score: Raw -2267196.949148 + Penalty 3189.212297 = -2264007.736851
  nChanged 35
		SP:Iteration 38Q (21072.800000 sec): 3 clusters
  Score: Raw -2267200.866327 + Penalty 3189.212297 = -2264011.654031
  nChanged 30
		SP:Iteration 39Q (21073.060000 sec): 3 clusters
  Score: Raw -2267204.744718 + Penalty 3189.212297 = -2264015.532421
  nChanged 33
		SP:Iteration 40F (21073.290000 sec): 3 clusters
  Score: Raw -2267209.020158 + Penalty 3189.212297 = -2264019.807861
  nChanged 29
		SP:Iteration 41Q (21073.580000 sec): 3 clusters
  Score: Raw -2267212.963178 + Penalty 3189.212297 = -2264023.750881
  nChanged 32
		SP:Iteration 42Q (21073.820000 sec): 3 clusters
  Score: Raw -2267217.841470 + Penalty 3189.212297 = -2264028.629173
  nChanged 38
		SP:Iteration 43Q (21074.070000 sec): 3 clusters
  Score: Raw -2267224.172109 + Penalty 3189.212297 = -2264034.959812
  nChanged 39
		SP:Iteration 44Q (21074.330000 sec): 3 clusters
  Score: Raw -2267229.975618 + Penalty 3189.212297 = -2264040.763321
  nChanged 36
		SP:Iteration 45Q (21074.610000 sec): 3 clusters
  Score: Raw -2267234.895186 + Penalty 3189.212297 = -2264045.682889
  nChanged 28
		SP:Iteration 46Q (21074.820000 sec): 3 clusters
  Score: Raw -2267238.946464 + Penalty 3189.212297 = -2264049.734168
  nChanged 31
		SP:Iteration 47Q (21075.100000 sec): 3 clusters
  Score: Raw -2267243.484991 + Penalty 3189.212297 = -2264054.272694
  nChanged 33
		SP:Iteration 48Q (21075.370000 sec): 3 clusters
  Score: Raw -2267249.233960 + Penalty 3189.212297 = -2264060.021663
  nChanged 39
		SP:Iteration 49Q (21075.640000 sec): 3 clusters
  Score: Raw -2267254.535922 + Penalty 3189.212297 = -2264065.323625
  nChanged 28
		SP:Iteration 50Q (21075.900000 sec): 3 clusters
  Score: Raw -2267259.305005 + Penalty 3189.212297 = -2264070.092708
  nChanged 32
		SP:Iteration 51Q (21076.170000 sec): 3 clusters
  Score: Raw -2267264.640750 + Penalty 3189.212297 = -2264075.428453
  nChanged 27
		SP:Iteration 52Q (21076.400000 sec): 3 clusters
  Score: Raw -2267272.064447 + Penalty 3189.212297 = -2264082.852150
  nChanged 40
		SP:Iteration 53Q (21076.640000 sec): 3 clusters
  Score: Raw -2267280.088418 + Penalty 3189.212297 = -2264090.876121
  nChanged 32
		SP:Iteration 54Q (21076.910000 sec): 3 clusters
  Score: Raw -2267287.027829 + Penalty 3189.212297 = -2264097.815532
  nChanged 28
		SP:Iteration 55Q (21077.180000 sec): 3 clusters
  Score: Raw -2267293.182961 + Penalty 3189.212297 = -2264103.970665
  nChanged 29
		SP:Iteration 56Q (21077.440000 sec): 3 clusters
  Score: Raw -2267298.800464 + Penalty 3189.212297 = -2264109.588167
  nChanged 29
		SP:Iteration 57Q (21077.700000 sec): 3 clusters
  Score: Raw -2267303.169108 + Penalty 3189.212297 = -2264113.956811
  nChanged 26
		SP:Iteration 58Q (21077.960000 sec): 3 clusters
  Score: Raw -2267306.758726 + Penalty 3189.212297 = -2264117.546429
  nChanged 23
		SP:Iteration 59Q (21078.220000 sec): 3 clusters
  Score: Raw -2267310.378009 + Penalty 3189.212297 = -2264121.165712
  nChanged 22
		SP:Iteration 60F (21078.440000 sec): 3 clusters
  Score: Raw -2267313.873544 + Penalty 3189.212297 = -2264124.661247
  nChanged 20
		SP:Iteration 61Q (21078.700000 sec): 3 clusters
  Score: Raw -2267317.022471 + Penalty 3189.212297 = -2264127.810175
  nChanged 14
		SP:Iteration 62Q (21078.940000 sec): 3 clusters
  Score: Raw -2267318.992832 + Penalty 3189.212297 = -2264129.780535
  nChanged 13
		SP:Iteration 63Q (21079.160000 sec): 3 clusters
  Score: Raw -2267321.005312 + Penalty 3189.212297 = -2264131.793015
  nChanged 14
		SP:Iteration 64Q (21079.440000 sec): 3 clusters
  Score: Raw -2267323.492416 + Penalty 3189.212297 = -2264134.280119
  nChanged 16
		SP:Iteration 65Q (21079.680000 sec): 3 clusters
  Score: Raw -2267325.871646 + Penalty 3189.212297 = -2264136.659349
  nChanged 16
		SP:Iteration 66Q (21079.920000 sec): 3 clusters
  Score: Raw -2267328.246161 + Penalty 3189.212297 = -2264139.033865
  nChanged 21
		SP:Iteration 67Q (21080.180000 sec): 3 clusters
  Score: Raw -2267331.536435 + Penalty 3189.212297 = -2264142.324138
  nChanged 13
		SP:Iteration 68Q (21080.440000 sec): 3 clusters
  Score: Raw -2267333.289838 + Penalty 3189.212297 = -2264144.077541
  nChanged 13
		SP:Iteration 69Q (21080.690000 sec): 3 clusters
  Score: Raw -2267335.446527 + Penalty 3189.212297 = -2264146.234230
  nChanged 15
		SP:Iteration 70Q (21080.920000 sec): 3 clusters
  Score: Raw -2267338.511213 + Penalty 3189.212297 = -2264149.298916
  nChanged 18
		SP:Iteration 71Q (21081.160000 sec): 3 clusters
  Score: Raw -2267341.357693 + Penalty 3189.212297 = -2264152.145396
  nChanged 16
		SP:Iteration 72Q (21081.400000 sec): 3 clusters
  Score: Raw -2267342.996561 + Penalty 3189.212297 = -2264153.784264
  nChanged 14
		SP:Iteration 73Q (21081.680000 sec): 3 clusters
  Score: Raw -2267345.370884 + Penalty 3189.212297 = -2264156.158587
  nChanged 18
		SP:Iteration 74Q (21081.890000 sec): 3 clusters
  Score: Raw -2267347.471363 + Penalty 3189.212297 = -2264158.259066
  nChanged 16
		SP:Iteration 75Q (21082.170000 sec): 3 clusters
  Score: Raw -2267349.065762 + Penalty 3189.212297 = -2264159.853465
  nChanged 11
		SP:Iteration 76Q (21082.410000 sec): 3 clusters
  Score: Raw -2267350.222613 + Penalty 3189.212297 = -2264161.010316
  nChanged 5
		SP:Iteration 77Q (21082.670000 sec): 3 clusters
  Score: Raw -2267350.778025 + Penalty 3189.212297 = -2264161.565728
  nChanged 5
		SP:Iteration 78Q (21082.930000 sec): 3 clusters
  Score: Raw -2267351.245651 + Penalty 3189.212297 = -2264162.033354
  nChanged 3
		SP:Iteration 79Q (21083.180000 sec): 3 clusters
  Score: Raw -2267351.881704 + Penalty 3189.212297 = -2264162.669407
  nChanged 5
		SP:Iteration 80F (21083.390000 sec): 3 clusters
  Score: Raw -2267352.813113 + Penalty 3189.212297 = -2264163.600816
  nChanged 6
		SP:Iteration 81Q (21083.710000 sec): 3 clusters
  Score: Raw -2267353.482533 + Penalty 3189.212297 = -2264164.270236
  nChanged 5
		SP:Iteration 82Q (21083.980000 sec): 3 clusters
  Score: Raw -2267354.344703 + Penalty 3189.212297 = -2264165.132407
  nChanged 6
		SP:Iteration 83Q (21084.230000 sec): 3 clusters
  Score: Raw -2267354.996495 + Penalty 3189.212297 = -2264165.784198
  nChanged 6
		SP:Iteration 84Q (21084.510000 sec): 3 clusters
  Score: Raw -2267355.804208 + Penalty 3189.212297 = -2264166.591911
  nChanged 5
		SP:Iteration 85Q (21084.750000 sec): 3 clusters
  Score: Raw -2267356.500867 + Penalty 3189.212297 = -2264167.288570
  nChanged 5
		SP:Iteration 86Q (21085.060000 sec): 3 clusters
  Score: Raw -2267357.121772 + Penalty 3189.212297 = -2264167.909475
  nChanged 5
		SP:Iteration 87Q (21085.320000 sec): 3 clusters
  Score: Raw -2267357.871325 + Penalty 3189.212297 = -2264168.659028
  nChanged 4
		SP:Iteration 88Q (21085.540000 sec): 3 clusters
  Score: Raw -2267358.428254 + Penalty 3189.212297 = -2264169.215957
  nChanged 4
		SP:Iteration 89Q (21085.830000 sec): 3 clusters
  Score: Raw -2267359.388763 + Penalty 3189.212297 = -2264170.176466
  nChanged 7
		SP:Iteration 90Q (21086.050000 sec): 3 clusters
  Score: Raw -2267360.498751 + Penalty 3189.212297 = -2264171.286454
  nChanged 5
		SP:Iteration 91Q (21086.300000 sec): 3 clusters
  Score: Raw -2267361.256132 + Penalty 3189.212297 = -2264172.043835
  nChanged 7
		SP:Iteration 92Q (21086.580000 sec): 3 clusters
  Score: Raw -2267362.039860 + Penalty 3189.212297 = -2264172.827563
  nChanged 4
		SP:Iteration 93Q (21086.830000 sec): 3 clusters
  Score: Raw -2267362.421888 + Penalty 3189.212297 = -2264173.209591
  nChanged 2
		SP:Iteration 94Q (21087.120000 sec): 3 clusters
  Score: Raw -2267362.589358 + Penalty 3189.212297 = -2264173.377061
  nChanged 1
		SP:Iteration 95Q (21087.380000 sec): 3 clusters
  Score: Raw -2267362.652918 + Penalty 3189.212297 = -2264173.440621
  nChanged 2
		SP:Iteration 96Q (21087.630000 sec): 3 clusters
  Score: Raw -2267362.938463 + Penalty 3189.212297 = -2264173.726167
  nChanged 2
		SP:Iteration 97Q (21087.890000 sec): 3 clusters
  Score: Raw -2267363.093016 + Penalty 3189.212297 = -2264173.880719
  nChanged 1
		SP:Iteration 98Q (21088.130000 sec): 3 clusters
  Score: Raw -2267363.135136 + Penalty 3189.212297 = -2264173.922839
  nChanged 1
		SP:Iteration 99Q (21088.380000 sec): 3 clusters
  Score: Raw -2267363.253538 + Penalty 3189.212297 = -2264174.041242
  nChanged 1
		SP:Iteration 100F (21088.620000 sec): 3 clusters
  Score: Raw -2267363.381982 + Penalty 3189.212297 = -2264174.169685
  nChanged 2
		SP:Iteration 101Q (21088.850000 sec): 3 clusters
  Score: Raw -2267363.543394 + Penalty 3189.212297 = -2264174.331097
  nChanged 1
		SP:Iteration 102Q (21089.090000 sec): 3 clusters
  Score: Raw -2267363.583830 + Penalty 3189.212297 = -2264174.371534
  nChanged 1
		SP:Iteration 103Q (21089.310000 sec): 3 clusters
  Score: Raw -2267363.639800 + Penalty 3189.212297 = -2264174.427503
  nChanged 1
		SP:Iteration 104Q (21089.530000 sec): 3 clusters
  Score: Raw -2267363.840425 + Penalty 3189.212297 = -2264174.628128
  nChanged 3
		SP:Iteration 105Q (21089.780000 sec): 3 clusters
  Score: Raw -2267364.099062 + Penalty 3189.212297 = -2264174.886765
  nChanged 2
		SP:Iteration 106Q (21090.060000 sec): 3 clusters
  Score: Raw -2267364.269178 + Penalty 3189.212297 = -2264175.056882
  nChanged 0
		SP:Iteration 107F (21090.280000 sec): 3 clusters
  Score: Raw -2267364.269178 + Penalty 3189.212297 = -2264175.056882
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21090.360000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21090.570000 sec): 3 clusters
  Score: Raw -83398.836527 + Penalty 2140.953755 = -81257.882772
  nChanged 192
		SP:Iteration 1F (21090.750000 sec): 3 clusters
  Score: Raw -83627.504082 + Penalty 2140.953755 = -81486.550327
  nChanged 53
		SP:Iteration 2F (21090.930000 sec): 3 clusters
  Score: Raw -83688.892220 + Penalty 2140.953755 = -81547.938466
  nChanged 22
		SP:Iteration 3Q (21091.100000 sec): 3 clusters
  Score: Raw -83719.331615 + Penalty 2140.953755 = -81578.377860
  nChanged 20
		SP:Iteration 4Q (21091.320000 sec): 3 clusters
  Score: Raw -83752.513224 + Penalty 2140.953755 = -81611.559470
  nChanged 14
		SP:Iteration 5Q (21091.450000 sec): 3 clusters
  Score: Raw -83775.305841 + Penalty 2140.953755 = -81634.352086
  nChanged 12
		SP:Iteration 6Q (21091.630000 sec): 3 clusters
  Score: Raw -83789.118530 + Penalty 2140.953755 = -81648.164776
  nChanged 11
		SP:Iteration 7Q (21091.800000 sec): 3 clusters
  Score: Raw -83808.772194 + Penalty 2140.953755 = -81667.818439
  nChanged 9
		SP:Iteration 8Q (21092.000000 sec): 3 clusters
  Score: Raw -83818.652704 + Penalty 2140.953755 = -81677.698949
  nChanged 7
		SP:Iteration 9Q (21092.160000 sec): 3 clusters
  Score: Raw -83827.614567 + Penalty 2140.953755 = -81686.660812
  nChanged 10
		SP:Iteration 10Q (21092.340000 sec): 3 clusters
  Score: Raw -83840.037476 + Penalty 2140.953755 = -81699.083721
  nChanged 4
		SP:Iteration 11Q (21092.520000 sec): 3 clusters
  Score: Raw -83844.449682 + Penalty 2140.953755 = -81703.495927
  nChanged 4
		SP:Iteration 12Q (21092.720000 sec): 3 clusters
  Score: Raw -83849.280697 + Penalty 2140.953755 = -81708.326942
  nChanged 5
		SP:Iteration 13Q (21092.900000 sec): 3 clusters
  Score: Raw -83853.140942 + Penalty 2140.953755 = -81712.187187
  nChanged 2
		SP:Iteration 14Q (21093.060000 sec): 3 clusters
  Score: Raw -83854.748572 + Penalty 2140.953755 = -81713.794817
  nChanged 3
		SP:Iteration 15Q (21093.220000 sec): 3 clusters
  Score: Raw -83856.999545 + Penalty 2140.953755 = -81716.045790
  nChanged 2
		SP:Iteration 16Q (21093.390000 sec): 3 clusters
  Score: Raw -83858.747243 + Penalty 2140.953755 = -81717.793488
  nChanged 3
		SP:Iteration 17Q (21093.540000 sec): 3 clusters
  Score: Raw -83862.205201 + Penalty 2140.953755 = -81721.251446
  nChanged 2
		SP:Iteration 18Q (21093.740000 sec): 3 clusters
  Score: Raw -83864.601573 + Penalty 2140.953755 = -81723.647818
  nChanged 2
		SP:Iteration 19Q (21093.900000 sec): 3 clusters
  Score: Raw -83867.195283 + Penalty 2140.953755 = -81726.241528
  nChanged 0
		SP:Iteration 20F (21094.090000 sec): 3 clusters
  Score: Raw -83867.195283 + Penalty 2140.953755 = -81726.241528
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (2017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21094.220000 sec): 2 clusters
  Score: Raw -230431.053229 + Penalty 1236.522062 = -229194.531167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21094.400000 sec): 3 clusters
  Score: Raw -229560.143645 + Penalty 2473.044125 = -227087.099520
  nChanged 721
		SP:Iteration 1F (21094.540000 sec): 3 clusters
  Score: Raw -230064.542260 + Penalty 2473.044125 = -227591.498135
  nChanged 157
		SP:Iteration 2F (21094.740000 sec): 3 clusters
  Score: Raw -230194.296040 + Penalty 2473.044125 = -227721.251915
  nChanged 114
		SP:Iteration 3F (21094.920000 sec): 3 clusters
  Score: Raw -230293.639519 + Penalty 2473.044125 = -227820.595394
  nChanged 93
		SP:Iteration 4Q (21095.080000 sec): 3 clusters
  Score: Raw -230389.012645 + Penalty 2473.044125 = -227915.968520
  nChanged 82
		SP:Iteration 5Q (21095.260000 sec): 3 clusters
  Score: Raw -230478.194281 + Penalty 2473.044125 = -228005.150156
  nChanged 81
		SP:Iteration 6Q (21095.450000 sec): 3 clusters
  Score: Raw -230572.861628 + Penalty 2473.044125 = -228099.817503
  nChanged 79
		SP:Iteration 7Q (21095.640000 sec): 3 clusters
  Score: Raw -230645.454100 + Penalty 2473.044125 = -228172.409975
  nChanged 57
		SP:Iteration 8Q (21095.800000 sec): 3 clusters
  Score: Raw -230695.124268 + Penalty 2473.044125 = -228222.080144
  nChanged 58
		SP:Iteration 9Q (21095.970000 sec): 3 clusters
  Score: Raw -230744.625471 + Penalty 2473.044125 = -228271.581346
  nChanged 57
		SP:Iteration 10Q (21096.180000 sec): 3 clusters
  Score: Raw -230798.395181 + Penalty 2473.044125 = -228325.351056
  nChanged 48
		SP:Iteration 11Q (21096.310000 sec): 3 clusters
  Score: Raw -230835.248585 + Penalty 2473.044125 = -228362.204460
  nChanged 29
		SP:Iteration 12Q (21096.490000 sec): 3 clusters
  Score: Raw -230866.654944 + Penalty 2473.044125 = -228393.610819
  nChanged 24
		SP:Iteration 13Q (21096.650000 sec): 3 clusters
  Score: Raw -230891.521645 + Penalty 2473.044125 = -228418.477521
  nChanged 26
		SP:Iteration 14Q (21096.860000 sec): 3 clusters
  Score: Raw -230915.034533 + Penalty 2473.044125 = -228441.990409
  nChanged 26
		SP:Iteration 15Q (21097.040000 sec): 3 clusters
  Score: Raw -230933.165066 + Penalty 2473.044125 = -228460.120941
  nChanged 15
		SP:Iteration 16Q (21097.240000 sec): 3 clusters
  Score: Raw -230942.000601 + Penalty 2473.044125 = -228468.956477
  nChanged 7
		SP:Iteration 17Q (21097.420000 sec): 3 clusters
  Score: Raw -230945.732129 + Penalty 2473.044125 = -228472.688004
  nChanged 5
		SP:Iteration 18Q (21097.570000 sec): 3 clusters
  Score: Raw -230948.025335 + Penalty 2473.044125 = -228474.981210
  nChanged 3
		SP:Iteration 19Q (21097.790000 sec): 3 clusters
  Score: Raw -230949.009602 + Penalty 2473.044125 = -228475.965477
  nChanged 2
		SP:Iteration 20F (21097.930000 sec): 3 clusters
  Score: Raw -230952.460969 + Penalty 2473.044125 = -228479.416844
  nChanged 5
		SP:Iteration 21Q (21098.110000 sec): 3 clusters
  Score: Raw -230957.984769 + Penalty 2473.044125 = -228484.940644
  nChanged 5
		SP:Iteration 22Q (21098.290000 sec): 3 clusters
  Score: Raw -230960.132713 + Penalty 2473.044125 = -228487.088588
  nChanged 3
		SP:Iteration 23Q (21098.460000 sec): 3 clusters
  Score: Raw -230961.845083 + Penalty 2473.044125 = -228488.800958
  nChanged 2
		SP:Iteration 24Q (21098.640000 sec): 3 clusters
  Score: Raw -230963.531786 + Penalty 2473.044125 = -228490.487662
  nChanged 5
		SP:Iteration 25Q (21098.830000 sec): 3 clusters
  Score: Raw -230968.356023 + Penalty 2473.044125 = -228495.311898
  nChanged 7
		SP:Iteration 26Q (21099.000000 sec): 3 clusters
  Score: Raw -230975.921892 + Penalty 2473.044125 = -228502.877767
  nChanged 5
		SP:Iteration 27Q (21099.190000 sec): 3 clusters
  Score: Raw -230982.051434 + Penalty 2473.044125 = -228509.007310
  nChanged 13
		SP:Iteration 28Q (21099.350000 sec): 3 clusters
  Score: Raw -230992.228840 + Penalty 2473.044125 = -228519.184715
  nChanged 10
		SP:Iteration 29Q (21099.510000 sec): 3 clusters
  Score: Raw -230997.132484 + Penalty 2473.044125 = -228524.088359
  nChanged 4
		SP:Iteration 30Q (21099.710000 sec): 3 clusters
  Score: Raw -230999.785343 + Penalty 2473.044125 = -228526.741218
  nChanged 4
		SP:Iteration 31Q (21099.880000 sec): 3 clusters
  Score: Raw -231001.319003 + Penalty 2473.044125 = -228528.274879
  nChanged 1
		SP:Iteration 32Q (21100.100000 sec): 3 clusters
  Score: Raw -231001.961624 + Penalty 2473.044125 = -228528.917499
  nChanged 3
		SP:Iteration 33Q (21100.290000 sec): 3 clusters
  Score: Raw -231005.114524 + Penalty 2473.044125 = -228532.070400
  nChanged 4
		SP:Iteration 34Q (21100.450000 sec): 3 clusters
  Score: Raw -231007.276731 + Penalty 2473.044125 = -228534.232607
  nChanged 4
		SP:Iteration 35Q (21100.640000 sec): 3 clusters
  Score: Raw -231008.690810 + Penalty 2473.044125 = -228535.646685
  nChanged 1
		SP:Iteration 36Q (21100.820000 sec): 3 clusters
  Score: Raw -231009.393049 + Penalty 2473.044125 = -228536.348924
  nChanged 1
		SP:Iteration 37Q (21100.970000 sec): 3 clusters
  Score: Raw -231010.438012 + Penalty 2473.044125 = -228537.393887
  nChanged 1
		SP:Iteration 38Q (21101.170000 sec): 3 clusters
  Score: Raw -231012.225888 + Penalty 2473.044125 = -228539.181764
  nChanged 3
		SP:Iteration 39Q (21101.320000 sec): 3 clusters
  Score: Raw -231013.510071 + Penalty 2473.044125 = -228540.465946
  nChanged 3
		SP:Iteration 40F (21101.520000 sec): 3 clusters
  Score: Raw -231015.006237 + Penalty 2473.044125 = -228541.962113
  nChanged 2
		SP:Iteration 41Q (21101.710000 sec): 3 clusters
  Score: Raw -231015.763491 + Penalty 2473.044125 = -228542.719366
  nChanged 0
		SP:Iteration 42F (21101.910000 sec): 3 clusters
  Score: Raw -231015.763491 + Penalty 2473.044125 = -228542.719366
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (7991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21102.010000 sec): 2 clusters
  Score: Raw -869456.455573 + Penalty 1460.236568 = -867996.219005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21102.220000 sec): 3 clusters
  Score: Raw -865123.420032 + Penalty 2920.473136 = -862202.946896
  nChanged 3334
		SP:Iteration 1F (21102.470000 sec): 3 clusters
  Score: Raw -867148.087200 + Penalty 2920.473136 = -864227.614064
  nChanged 639
		SP:Iteration 2F (21102.650000 sec): 3 clusters
  Score: Raw -867626.991899 + Penalty 2920.473136 = -864706.518764
  nChanged 573
		SP:Iteration 3F (21102.860000 sec): 3 clusters
  Score: Raw -868054.418351 + Penalty 2920.473136 = -865133.945215
  nChanged 521
		SP:Iteration 4F (21103.060000 sec): 3 clusters
  Score: Raw -868430.478120 + Penalty 2920.473136 = -865510.004984
  nChanged 495
		SP:Iteration 5F (21103.290000 sec): 3 clusters
  Score: Raw -868829.822272 + Penalty 2920.473136 = -865909.349136
  nChanged 467
		SP:Iteration 6F (21103.490000 sec): 3 clusters
  Score: Raw -869138.964867 + Penalty 2920.473136 = -866218.491731
  nChanged 353
		SP:Iteration 7Q (21103.710000 sec): 3 clusters
  Score: Raw -869315.213002 + Penalty 2920.473136 = -866394.739866
  nChanged 255
		SP:Iteration 8Q (21103.910000 sec): 3 clusters
  Score: Raw -869417.351471 + Penalty 2920.473136 = -866496.878335
  nChanged 176
		SP:Iteration 9Q (21104.130000 sec): 3 clusters
  Score: Raw -869474.187051 + Penalty 2920.473136 = -866553.713915
  nChanged 136
		SP:Iteration 10Q (21104.340000 sec): 3 clusters
  Score: Raw -869509.775047 + Penalty 2920.473136 = -866589.301911
  nChanged 95
		SP:Iteration 11Q (21104.580000 sec): 3 clusters
  Score: Raw -869536.275194 + Penalty 2920.473136 = -866615.802058
  nChanged 93
		SP:Iteration 12Q (21104.790000 sec): 3 clusters
  Score: Raw -869559.742127 + Penalty 2920.473136 = -866639.268991
  nChanged 77
		SP:Iteration 13Q (21105.000000 sec): 3 clusters
  Score: Raw -869577.298198 + Penalty 2920.473136 = -866656.825062
  nChanged 54
		SP:Iteration 14Q (21105.230000 sec): 3 clusters
  Score: Raw -869589.383454 + Penalty 2920.473136 = -866668.910318
  nChanged 54
		SP:Iteration 15Q (21105.410000 sec): 3 clusters
  Score: Raw -869600.696397 + Penalty 2920.473136 = -866680.223261
  nChanged 48
		SP:Iteration 16Q (21105.590000 sec): 3 clusters
  Score: Raw -869609.662844 + Penalty 2920.473136 = -866689.189708
  nChanged 32
		SP:Iteration 17Q (21105.840000 sec): 3 clusters
  Score: Raw -869615.827159 + Penalty 2920.473136 = -866695.354023
  nChanged 35
		SP:Iteration 18Q (21106.010000 sec): 3 clusters
  Score: Raw -869622.348275 + Penalty 2920.473136 = -866701.875139
  nChanged 28
		SP:Iteration 19Q (21106.210000 sec): 3 clusters
  Score: Raw -869628.569674 + Penalty 2920.473136 = -866708.096538
  nChanged 35
		SP:Iteration 20F (21106.460000 sec): 3 clusters
  Score: Raw -869636.661344 + Penalty 2920.473136 = -866716.188208
  nChanged 37
		SP:Iteration 21Q (21106.670000 sec): 3 clusters
  Score: Raw -869643.825189 + Penalty 2920.473136 = -866723.352053
  nChanged 38
		SP:Iteration 22Q (21106.900000 sec): 3 clusters
  Score: Raw -869652.342793 + Penalty 2920.473136 = -866731.869657
  nChanged 51
		SP:Iteration 23Q (21107.110000 sec): 3 clusters
  Score: Raw -869664.846225 + Penalty 2920.473136 = -866744.373089
  nChanged 48
		SP:Iteration 24Q (21107.350000 sec): 3 clusters
  Score: Raw -869674.638403 + Penalty 2920.473136 = -866754.165267
  nChanged 48
		SP:Iteration 25Q (21107.550000 sec): 3 clusters
  Score: Raw -869686.428569 + Penalty 2920.473136 = -866765.955433
  nChanged 49
		SP:Iteration 26Q (21107.810000 sec): 3 clusters
  Score: Raw -869697.811215 + Penalty 2920.473136 = -866777.338079
  nChanged 40
		SP:Iteration 27Q (21107.990000 sec): 3 clusters
  Score: Raw -869704.497686 + Penalty 2920.473136 = -866784.024550
  nChanged 34
		SP:Iteration 28Q (21108.180000 sec): 3 clusters
  Score: Raw -869712.203484 + Penalty 2920.473136 = -866791.730348
  nChanged 53
		SP:Iteration 29Q (21108.430000 sec): 3 clusters
  Score: Raw -869725.046427 + Penalty 2920.473136 = -866804.573291
  nChanged 58
		SP:Iteration 30Q (21108.650000 sec): 3 clusters
  Score: Raw -869740.702317 + Penalty 2920.473136 = -866820.229181
  nChanged 68
		SP:Iteration 31Q (21108.840000 sec): 3 clusters
  Score: Raw -869760.014786 + Penalty 2920.473136 = -866839.541650
  nChanged 65
		SP:Iteration 32Q (21109.050000 sec): 3 clusters
  Score: Raw -869775.974556 + Penalty 2920.473136 = -866855.501421
  nChanged 63
		SP:Iteration 33Q (21109.310000 sec): 3 clusters
  Score: Raw -869792.358815 + Penalty 2920.473136 = -866871.885679
  nChanged 61
		SP:Iteration 34Q (21109.490000 sec): 3 clusters
  Score: Raw -869808.329294 + Penalty 2920.473136 = -866887.856159
  nChanged 66
		SP:Iteration 35Q (21109.730000 sec): 3 clusters
  Score: Raw -869822.049555 + Penalty 2920.473136 = -866901.576419
  nChanged 48
		SP:Iteration 36Q (21109.900000 sec): 3 clusters
  Score: Raw -869832.170515 + Penalty 2920.473136 = -866911.697379
  nChanged 40
		SP:Iteration 37Q (21110.160000 sec): 3 clusters
  Score: Raw -869839.967781 + Penalty 2920.473136 = -866919.494645
  nChanged 41
		SP:Iteration 38Q (21110.360000 sec): 3 clusters
  Score: Raw -869849.367676 + Penalty 2920.473136 = -866928.894541
  nChanged 38
		SP:Iteration 39Q (21110.610000 sec): 3 clusters
  Score: Raw -869857.788014 + Penalty 2920.473136 = -866937.314878
  nChanged 38
		SP:Iteration 40F (21110.800000 sec): 3 clusters
  Score: Raw -869864.999640 + Penalty 2920.473136 = -866944.526505
  nChanged 33
		SP:Iteration 41Q (21111.010000 sec): 3 clusters
  Score: Raw -869871.792698 + Penalty 2920.473136 = -866951.319562
  nChanged 30
		SP:Iteration 42Q (21111.260000 sec): 3 clusters
  Score: Raw -869877.421279 + Penalty 2920.473136 = -866956.948143
  nChanged 26
		SP:Iteration 43Q (21111.460000 sec): 3 clusters
  Score: Raw -869882.352003 + Penalty 2920.473136 = -866961.878867
  nChanged 24
		SP:Iteration 44Q (21111.740000 sec): 3 clusters
  Score: Raw -869888.607142 + Penalty 2920.473136 = -866968.134006
  nChanged 24
		SP:Iteration 45Q (21111.950000 sec): 3 clusters
  Score: Raw -869894.762804 + Penalty 2920.473136 = -866974.289668
  nChanged 31
		SP:Iteration 46Q (21112.150000 sec): 3 clusters
  Score: Raw -869903.347390 + Penalty 2920.473136 = -866982.874254
  nChanged 34
		SP:Iteration 47Q (21112.380000 sec): 3 clusters
  Score: Raw -869911.028473 + Penalty 2920.473136 = -866990.555337
  nChanged 31
		SP:Iteration 48Q (21112.640000 sec): 3 clusters
  Score: Raw -869917.315356 + Penalty 2920.473136 = -866996.842220
  nChanged 30
		SP:Iteration 49Q (21112.870000 sec): 3 clusters
  Score: Raw -869923.548168 + Penalty 2920.473136 = -867003.075032
  nChanged 23
		SP:Iteration 50Q (21113.070000 sec): 3 clusters
  Score: Raw -869929.856452 + Penalty 2920.473136 = -867009.383316
  nChanged 24
		SP:Iteration 51Q (21113.280000 sec): 3 clusters
  Score: Raw -869934.495524 + Penalty 2920.473136 = -867014.022388
  nChanged 20
		SP:Iteration 52Q (21113.540000 sec): 3 clusters
  Score: Raw -869938.610266 + Penalty 2920.473136 = -867018.137130
  nChanged 25
		SP:Iteration 53Q (21113.740000 sec): 3 clusters
  Score: Raw -869943.518727 + Penalty 2920.473136 = -867023.045591
  nChanged 20
		SP:Iteration 54Q (21113.980000 sec): 3 clusters
  Score: Raw -869946.848017 + Penalty 2920.473136 = -867026.374881
  nChanged 14
		SP:Iteration 55Q (21114.190000 sec): 3 clusters
  Score: Raw -869949.676459 + Penalty 2920.473136 = -867029.203324
  nChanged 11
		SP:Iteration 56Q (21114.400000 sec): 3 clusters
  Score: Raw -869951.361140 + Penalty 2920.473136 = -867030.888004
  nChanged 12
		SP:Iteration 57Q (21114.660000 sec): 3 clusters
  Score: Raw -869954.076753 + Penalty 2920.473136 = -867033.603617
  nChanged 13
		SP:Iteration 58Q (21114.890000 sec): 3 clusters
  Score: Raw -869956.274792 + Penalty 2920.473136 = -867035.801657
  nChanged 12
		SP:Iteration 59Q (21115.110000 sec): 3 clusters
  Score: Raw -869958.159095 + Penalty 2920.473136 = -867037.685959
  nChanged 11
		SP:Iteration 60F (21115.330000 sec): 3 clusters
  Score: Raw -869959.596545 + Penalty 2920.473136 = -867039.123409
  nChanged 7
		SP:Iteration 61Q (21115.540000 sec): 3 clusters
  Score: Raw -869961.633960 + Penalty 2920.473136 = -867041.160824
  nChanged 10
		SP:Iteration 62Q (21115.780000 sec): 3 clusters
  Score: Raw -869963.282755 + Penalty 2920.473136 = -867042.809619
  nChanged 5
		SP:Iteration 63Q (21116.010000 sec): 3 clusters
  Score: Raw -869964.271940 + Penalty 2920.473136 = -867043.798804
  nChanged 7
		SP:Iteration 64Q (21116.260000 sec): 3 clusters
  Score: Raw -869966.389176 + Penalty 2920.473136 = -867045.916040
  nChanged 12
		SP:Iteration 65Q (21116.450000 sec): 3 clusters
  Score: Raw -869968.712901 + Penalty 2920.473136 = -867048.239765
  nChanged 12
		SP:Iteration 66Q (21116.660000 sec): 3 clusters
  Score: Raw -869971.012684 + Penalty 2920.473136 = -867050.539548
  nChanged 13
		SP:Iteration 67Q (21116.890000 sec): 3 clusters
  Score: Raw -869973.516232 + Penalty 2920.473136 = -867053.043096
  nChanged 10
		SP:Iteration 68Q (21117.100000 sec): 3 clusters
  Score: Raw -869976.561595 + Penalty 2920.473136 = -867056.088459
  nChanged 18
		SP:Iteration 69Q (21117.340000 sec): 3 clusters
  Score: Raw -869980.169516 + Penalty 2920.473136 = -867059.696380
  nChanged 11
		SP:Iteration 70Q (21117.510000 sec): 3 clusters
  Score: Raw -869982.395298 + Penalty 2920.473136 = -867061.922162
  nChanged 9
		SP:Iteration 71Q (21117.720000 sec): 3 clusters
  Score: Raw -869984.573649 + Penalty 2920.473136 = -867064.100514
  nChanged 13
		SP:Iteration 72Q (21117.960000 sec): 3 clusters
  Score: Raw -869987.795470 + Penalty 2920.473136 = -867067.322335
  nChanged 17
		SP:Iteration 73Q (21118.190000 sec): 3 clusters
  Score: Raw -869990.793602 + Penalty 2920.473136 = -867070.320466
  nChanged 18
		SP:Iteration 74Q (21118.410000 sec): 3 clusters
  Score: Raw -869994.369166 + Penalty 2920.473136 = -867073.896030
  nChanged 10
		SP:Iteration 75Q (21118.630000 sec): 3 clusters
  Score: Raw -869996.333264 + Penalty 2920.473136 = -867075.860128
  nChanged 6
		SP:Iteration 76Q (21118.830000 sec): 3 clusters
  Score: Raw -869997.105003 + Penalty 2920.473136 = -867076.631868
  nChanged 9
		SP:Iteration 77Q (21119.060000 sec): 3 clusters
  Score: Raw -869998.078135 + Penalty 2920.473136 = -867077.604999
  nChanged 3
		SP:Iteration 78Q (21119.270000 sec): 3 clusters
  Score: Raw -869998.670303 + Penalty 2920.473136 = -867078.197168
  nChanged 6
		SP:Iteration 79Q (21119.510000 sec): 3 clusters
  Score: Raw -869999.964733 + Penalty 2920.473136 = -867079.491597
  nChanged 11
		SP:Iteration 80F (21119.730000 sec): 3 clusters
  Score: Raw -870001.949719 + Penalty 2920.473136 = -867081.476583
  nChanged 9
		SP:Iteration 81Q (21119.970000 sec): 3 clusters
  Score: Raw -870003.248358 + Penalty 2920.473136 = -867082.775222
  nChanged 9
		SP:Iteration 82Q (21120.190000 sec): 3 clusters
  Score: Raw -870004.774731 + Penalty 2920.473136 = -867084.301595
  nChanged 6
		SP:Iteration 83Q (21120.410000 sec): 3 clusters
  Score: Raw -870005.559294 + Penalty 2920.473136 = -867085.086158
  nChanged 6
		SP:Iteration 84Q (21120.580000 sec): 3 clusters
  Score: Raw -870006.147344 + Penalty 2920.473136 = -867085.674208
  nChanged 6
		SP:Iteration 85Q (21120.790000 sec): 3 clusters
  Score: Raw -870007.127673 + Penalty 2920.473136 = -867086.654537
  nChanged 3
		SP:Iteration 86Q (21121.010000 sec): 3 clusters
  Score: Raw -870007.560028 + Penalty 2920.473136 = -867087.086892
  nChanged 3
		SP:Iteration 87Q (21121.220000 sec): 3 clusters
  Score: Raw -870008.009049 + Penalty 2920.473136 = -867087.535913
  nChanged 2
		SP:Iteration 88Q (21121.450000 sec): 3 clusters
  Score: Raw -870008.115660 + Penalty 2920.473136 = -867087.642524
  nChanged 0
		SP:Iteration 89F (21121.650000 sec): 3 clusters
  Score: Raw -870008.115660 + Penalty 2920.473136 = -867087.642524
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21121.770000 sec): 2 clusters
  Score: Raw -289493.946496 + Penalty 1273.345870 = -288220.600627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21121.950000 sec): 3 clusters
  Score: Raw -288370.794493 + Penalty 2546.691739 = -285824.102753
  nChanged 947
		SP:Iteration 1F (21122.170000 sec): 3 clusters
  Score: Raw -289017.873309 + Penalty 2546.691739 = -286471.181570
  nChanged 214
		SP:Iteration 2F (21122.330000 sec): 3 clusters
  Score: Raw -289195.648358 + Penalty 2546.691739 = -286648.956619
  nChanged 146
		SP:Iteration 3F (21122.560000 sec): 3 clusters
  Score: Raw -289347.125621 + Penalty 2546.691739 = -286800.433881
  nChanged 132
		SP:Iteration 4F (21122.720000 sec): 3 clusters
  Score: Raw -289475.480048 + Penalty 2546.691739 = -286928.788309
  nChanged 132
		SP:Iteration 5F (21122.940000 sec): 3 clusters
  Score: Raw -289615.233009 + Penalty 2546.691739 = -287068.541270
  nChanged 111
		SP:Iteration 6Q (21123.140000 sec): 3 clusters
  Score: Raw -289727.190530 + Penalty 2546.691739 = -287180.498791
  nChanged 108
		SP:Iteration 7Q (21123.310000 sec): 3 clusters
  Score: Raw -289822.529687 + Penalty 2546.691739 = -287275.837948
  nChanged 94
		SP:Iteration 8Q (21123.500000 sec): 3 clusters
  Score: Raw -289892.392208 + Penalty 2546.691739 = -287345.700469
  nChanged 83
		SP:Iteration 9Q (21123.700000 sec): 3 clusters
  Score: Raw -289954.369461 + Penalty 2546.691739 = -287407.677722
  nChanged 55
		SP:Iteration 10Q (21123.890000 sec): 3 clusters
  Score: Raw -289992.591428 + Penalty 2546.691739 = -287445.899689
  nChanged 42
		SP:Iteration 11Q (21124.080000 sec): 3 clusters
  Score: Raw -290018.322277 + Penalty 2546.691739 = -287471.630538
  nChanged 31
		SP:Iteration 12Q (21124.290000 sec): 3 clusters
  Score: Raw -290036.413331 + Penalty 2546.691739 = -287489.721592
  nChanged 28
		SP:Iteration 13Q (21124.480000 sec): 3 clusters
  Score: Raw -290052.253656 + Penalty 2546.691739 = -287505.561917
  nChanged 26
		SP:Iteration 14Q (21124.670000 sec): 3 clusters
  Score: Raw -290067.544596 + Penalty 2546.691739 = -287520.852857
  nChanged 20
		SP:Iteration 15Q (21124.870000 sec): 3 clusters
  Score: Raw -290079.517174 + Penalty 2546.691739 = -287532.825435
  nChanged 17
		SP:Iteration 16Q (21125.030000 sec): 3 clusters
  Score: Raw -290091.246609 + Penalty 2546.691739 = -287544.554870
  nChanged 19
		SP:Iteration 17Q (21125.180000 sec): 3 clusters
  Score: Raw -290104.032097 + Penalty 2546.691739 = -287557.340358
  nChanged 19
		SP:Iteration 18Q (21125.390000 sec): 3 clusters
  Score: Raw -290120.510325 + Penalty 2546.691739 = -287573.818586
  nChanged 23
		SP:Iteration 19Q (21125.580000 sec): 3 clusters
  Score: Raw -290135.655983 + Penalty 2546.691739 = -287588.964244
  nChanged 16
		SP:Iteration 20F (21125.760000 sec): 3 clusters
  Score: Raw -290145.195764 + Penalty 2546.691739 = -287598.504025
  nChanged 14
		SP:Iteration 21Q (21125.950000 sec): 3 clusters
  Score: Raw -290156.873601 + Penalty 2546.691739 = -287610.181862
  nChanged 11
		SP:Iteration 22Q (21126.150000 sec): 3 clusters
  Score: Raw -290166.353482 + Penalty 2546.691739 = -287619.661743
  nChanged 14
		SP:Iteration 23Q (21126.320000 sec): 3 clusters
  Score: Raw -290177.723881 + Penalty 2546.691739 = -287631.032142
  nChanged 12
		SP:Iteration 24Q (21126.520000 sec): 3 clusters
  Score: Raw -290187.307289 + Penalty 2546.691739 = -287640.615550
  nChanged 16
		SP:Iteration 25Q (21126.710000 sec): 3 clusters
  Score: Raw -290196.695931 + Penalty 2546.691739 = -287650.004191
  nChanged 15
		SP:Iteration 26Q (21126.880000 sec): 3 clusters
  Score: Raw -290203.533755 + Penalty 2546.691739 = -287656.842016
  nChanged 12
		SP:Iteration 27Q (21127.060000 sec): 3 clusters
  Score: Raw -290209.369745 + Penalty 2546.691739 = -287662.678006
  nChanged 6
		SP:Iteration 28Q (21127.270000 sec): 3 clusters
  Score: Raw -290212.219861 + Penalty 2546.691739 = -287665.528122
  nChanged 6
		SP:Iteration 29Q (21127.420000 sec): 3 clusters
  Score: Raw -290213.946585 + Penalty 2546.691739 = -287667.254846
  nChanged 2
		SP:Iteration 30Q (21127.590000 sec): 3 clusters
  Score: Raw -290214.572887 + Penalty 2546.691739 = -287667.881148
  nChanged 4
		SP:Iteration 31Q (21127.770000 sec): 3 clusters
  Score: Raw -290216.821008 + Penalty 2546.691739 = -287670.129269
  nChanged 4
		SP:Iteration 32Q (21127.930000 sec): 3 clusters
  Score: Raw -290218.584639 + Penalty 2546.691739 = -287671.892900
  nChanged 4
		SP:Iteration 33Q (21128.110000 sec): 3 clusters
  Score: Raw -290219.858963 + Penalty 2546.691739 = -287673.167224
  nChanged 3
		SP:Iteration 34Q (21128.290000 sec): 3 clusters
  Score: Raw -290221.329716 + Penalty 2546.691739 = -287674.637977
  nChanged 5
		SP:Iteration 35Q (21128.520000 sec): 3 clusters
  Score: Raw -290223.368034 + Penalty 2546.691739 = -287676.676295
  nChanged 2
		SP:Iteration 36Q (21128.670000 sec): 3 clusters
  Score: Raw -290224.067878 + Penalty 2546.691739 = -287677.376139
  nChanged 2
		SP:Iteration 37Q (21128.850000 sec): 3 clusters
  Score: Raw -290225.079269 + Penalty 2546.691739 = -287678.387530
  nChanged 3
		SP:Iteration 38Q (21129.040000 sec): 3 clusters
  Score: Raw -290226.427819 + Penalty 2546.691739 = -287679.736080
  nChanged 4
		SP:Iteration 39Q (21129.240000 sec): 3 clusters
  Score: Raw -290228.935478 + Penalty 2546.691739 = -287682.243739
  nChanged 3
		SP:Iteration 40F (21129.440000 sec): 3 clusters
  Score: Raw -290229.465790 + Penalty 2546.691739 = -287682.774051
  nChanged 1
		SP:Iteration 41Q (21129.650000 sec): 3 clusters
  Score: Raw -290229.888339 + Penalty 2546.691739 = -287683.196600
  nChanged 1
		SP:Iteration 42Q (21129.840000 sec): 3 clusters
  Score: Raw -290230.040807 + Penalty 2546.691739 = -287683.349068
  nChanged 0
		SP:Iteration 43F (21130.000000 sec): 3 clusters
  Score: Raw -290230.040807 + Penalty 2546.691739 = -287683.349068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21130.130000 sec): 2 clusters
  Score: Raw -669309.869290 + Penalty 1400.268761 = -667909.600530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21130.350000 sec): 3 clusters
  Score: Raw -666391.917112 + Penalty 2800.537521 = -663591.379591
  nChanged 2225
		SP:Iteration 1F (21130.520000 sec): 3 clusters
  Score: Raw -667726.036883 + Penalty 2800.537521 = -664925.499362
  nChanged 470
		SP:Iteration 2F (21130.740000 sec): 3 clusters
  Score: Raw -668074.052535 + Penalty 2800.537521 = -665273.515014
  nChanged 426
		SP:Iteration 3F (21130.950000 sec): 3 clusters
  Score: Raw -668420.880845 + Penalty 2800.537521 = -665620.343324
  nChanged 404
		SP:Iteration 4F (21131.170000 sec): 3 clusters
  Score: Raw -668731.183199 + Penalty 2800.537521 = -665930.645678
  nChanged 342
		SP:Iteration 5F (21131.390000 sec): 3 clusters
  Score: Raw -669012.627281 + Penalty 2800.537521 = -666212.089760
  nChanged 282
		SP:Iteration 6F (21131.600000 sec): 3 clusters
  Score: Raw -669193.663993 + Penalty 2800.537521 = -666393.126472
  nChanged 177
		SP:Iteration 7Q (21131.800000 sec): 3 clusters
  Score: Raw -669293.002828 + Penalty 2800.537521 = -666492.465307
  nChanged 131
		SP:Iteration 8Q (21132.000000 sec): 3 clusters
  Score: Raw -669361.610992 + Penalty 2800.537521 = -666561.073470
  nChanged 109
		SP:Iteration 9Q (21132.230000 sec): 3 clusters
  Score: Raw -669406.404828 + Penalty 2800.537521 = -666605.867307
  nChanged 68
		SP:Iteration 10Q (21132.390000 sec): 3 clusters
  Score: Raw -669433.317795 + Penalty 2800.537521 = -666632.780274
  nChanged 45
		SP:Iteration 11Q (21132.590000 sec): 3 clusters
  Score: Raw -669444.824996 + Penalty 2800.537521 = -666644.287475
  nChanged 29
		SP:Iteration 12Q (21132.800000 sec): 3 clusters
  Score: Raw -669454.333203 + Penalty 2800.537521 = -666653.795682
  nChanged 26
		SP:Iteration 13Q (21133.010000 sec): 3 clusters
  Score: Raw -669462.147142 + Penalty 2800.537521 = -666661.609621
  nChanged 24
		SP:Iteration 14Q (21133.230000 sec): 3 clusters
  Score: Raw -669470.656150 + Penalty 2800.537521 = -666670.118629
  nChanged 24
		SP:Iteration 15Q (21133.420000 sec): 3 clusters
  Score: Raw -669477.289206 + Penalty 2800.537521 = -666676.751685
  nChanged 19
		SP:Iteration 16Q (21133.610000 sec): 3 clusters
  Score: Raw -669481.253447 + Penalty 2800.537521 = -666680.715926
  nChanged 12
		SP:Iteration 17Q (21133.860000 sec): 3 clusters
  Score: Raw -669483.872716 + Penalty 2800.537521 = -666683.335195
  nChanged 12
		SP:Iteration 18Q (21134.060000 sec): 3 clusters
  Score: Raw -669486.481879 + Penalty 2800.537521 = -666685.944358
  nChanged 9
		SP:Iteration 19Q (21134.280000 sec): 3 clusters
  Score: Raw -669489.861857 + Penalty 2800.537521 = -666689.324336
  nChanged 8
		SP:Iteration 20F (21134.490000 sec): 3 clusters
  Score: Raw -669491.799575 + Penalty 2800.537521 = -666691.262054
  nChanged 7
		SP:Iteration 21Q (21134.700000 sec): 3 clusters
  Score: Raw -669492.695369 + Penalty 2800.537521 = -666692.157848
  nChanged 4
		SP:Iteration 22Q (21134.860000 sec): 3 clusters
  Score: Raw -669493.878353 + Penalty 2800.537521 = -666693.340832
  nChanged 4
		SP:Iteration 23Q (21135.070000 sec): 3 clusters
  Score: Raw -669494.561637 + Penalty 2800.537521 = -666694.024116
  nChanged 6
		SP:Iteration 24Q (21135.280000 sec): 3 clusters
  Score: Raw -669495.280561 + Penalty 2800.537521 = -666694.743039
  nChanged 5
		SP:Iteration 25Q (21135.460000 sec): 3 clusters
  Score: Raw -669496.198538 + Penalty 2800.537521 = -666695.661017
  nChanged 5
		SP:Iteration 26Q (21135.720000 sec): 3 clusters
  Score: Raw -669497.219697 + Penalty 2800.537521 = -666696.682176
  nChanged 4
		SP:Iteration 27Q (21135.890000 sec): 3 clusters
  Score: Raw -669498.287454 + Penalty 2800.537521 = -666697.749933
  nChanged 4
		SP:Iteration 28Q (21136.120000 sec): 3 clusters
  Score: Raw -669499.189889 + Penalty 2800.537521 = -666698.652368
  nChanged 4
		SP:Iteration 29Q (21136.300000 sec): 3 clusters
  Score: Raw -669499.818277 + Penalty 2800.537521 = -666699.280756
  nChanged 4
		SP:Iteration 30Q (21136.510000 sec): 3 clusters
  Score: Raw -669500.799177 + Penalty 2800.537521 = -666700.261656
  nChanged 1
		SP:Iteration 31Q (21136.710000 sec): 3 clusters
  Score: Raw -669501.021391 + Penalty 2800.537521 = -666700.483870
  nChanged 0
		SP:Iteration 32F (21136.900000 sec): 3 clusters
  Score: Raw -669501.021391 + Penalty 2800.537521 = -666700.483870
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21137.540000 sec): 2 clusters
  Score: Raw -14734868.780000 + Penalty 1899.669908 = -14732969.110093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21138.190000 sec): 3 clusters
  Score: Raw -14656513.206838 + Penalty 3799.339815 = -14652713.867023
  nChanged 57435
		SP:Iteration 1F (21138.830000 sec): 3 clusters
  Score: Raw -14689894.123325 + Penalty 3799.339815 = -14686094.783510
  nChanged 3147
		SP:Iteration 2Q (21139.550000 sec): 3 clusters
  Score: Raw -14690519.147254 + Penalty 3799.339815 = -14686719.807438
  nChanged 3353
		SP:Iteration 3Q (21140.230000 sec): 3 clusters
  Score: Raw -14691305.795451 + Penalty 3799.339815 = -14687506.455636
  nChanged 3779
		SP:Iteration 4Q (21140.940000 sec): 3 clusters
  Score: Raw -14692367.432702 + Penalty 3799.339815 = -14688568.092886
  nChanged 4476
		SP:Iteration 5Q (21141.630000 sec): 3 clusters
  Score: Raw -14694004.747329 + Penalty 3799.339815 = -14690205.407514
  nChanged 5613
		SP:Iteration 6Q (21142.320000 sec): 3 clusters
  Score: Raw -14696830.293703 + Penalty 3799.339815 = -14693030.953888
  nChanged 6968
		SP:Iteration 7F (21142.990000 sec): 3 clusters
  Score: Raw -14701400.416347 + Penalty 3799.339815 = -14697601.076532
  nChanged 7950
		SP:Iteration 8F (21143.640000 sec): 3 clusters
  Score: Raw -14707858.226399 + Penalty 3799.339815 = -14704058.886584
  nChanged 7837
		SP:Iteration 9F (21144.280000 sec): 3 clusters
  Score: Raw -14714612.216284 + Penalty 3799.339815 = -14710812.876468
  nChanged 6404
		SP:Iteration 10F (21144.910000 sec): 3 clusters
  Score: Raw -14719855.718464 + Penalty 3799.339815 = -14716056.378649
  nChanged 4835
		SP:Iteration 11Q (21145.570000 sec): 3 clusters
  Score: Raw -14723386.324267 + Penalty 3799.339815 = -14719586.984452
  nChanged 3518
		SP:Iteration 12Q (21146.290000 sec): 3 clusters
  Score: Raw -14725784.769010 + Penalty 3799.339815 = -14721985.429194
  nChanged 2877
		SP:Iteration 13Q (21146.990000 sec): 3 clusters
  Score: Raw -14727772.352754 + Penalty 3799.339815 = -14723973.012938
  nChanged 2481
		SP:Iteration 14Q (21147.650000 sec): 3 clusters
  Score: Raw -14729532.848843 + Penalty 3799.339815 = -14725733.509027
  nChanged 2062
		SP:Iteration 15Q (21148.210000 sec): 3 clusters
  Score: Raw -14731038.714500 + Penalty 3799.339815 = -14727239.374684
  nChanged 1669
		SP:Iteration 16Q (21148.840000 sec): 3 clusters
  Score: Raw -14732278.301804 + Penalty 3799.339815 = -14728478.961989
  nChanged 1267
		SP:Iteration 17Q (21149.480000 sec): 3 clusters
  Score: Raw -14733239.080627 + Penalty 3799.339815 = -14729439.740812
  nChanged 945
		SP:Iteration 18Q (21150.100000 sec): 3 clusters
  Score: Raw -14733966.924839 + Penalty 3799.339815 = -14730167.585023
  nChanged 636
		SP:Iteration 19Q (21150.700000 sec): 3 clusters
  Score: Raw -14734433.643085 + Penalty 3799.339815 = -14730634.303269
  nChanged 380
		SP:Iteration 20F (21151.430000 sec): 3 clusters
  Score: Raw -14734713.161119 + Penalty 3799.339815 = -14730913.821303
  nChanged 218
		SP:Iteration 21Q (21152.070000 sec): 3 clusters
  Score: Raw -14734878.537810 + Penalty 3799.339815 = -14731079.197995
  nChanged 117
		SP:Iteration 22Q (21152.650000 sec): 3 clusters
  Score: Raw -14734954.755022 + Penalty 3799.339815 = -14731155.415207
  nChanged 81
		SP:Iteration 23Q (21153.270000 sec): 3 clusters
  Score: Raw -14735004.245514 + Penalty 3799.339815 = -14731204.905699
  nChanged 54
		SP:Iteration 24Q (21153.920000 sec): 3 clusters
  Score: Raw -14735033.281171 + Penalty 3799.339815 = -14731233.941356
  nChanged 39
		SP:Iteration 25Q (21154.580000 sec): 3 clusters
  Score: Raw -14735057.083427 + Penalty 3799.339815 = -14731257.743612
  nChanged 24
		SP:Iteration 26Q (21155.210000 sec): 3 clusters
  Score: Raw -14735074.868410 + Penalty 3799.339815 = -14731275.528595
  nChanged 23
		SP:Iteration 27Q (21155.860000 sec): 3 clusters
  Score: Raw -14735094.368385 + Penalty 3799.339815 = -14731295.028570
  nChanged 24
		SP:Iteration 28Q (21156.530000 sec): 3 clusters
  Score: Raw -14735114.697807 + Penalty 3799.339815 = -14731315.357991
  nChanged 22
		SP:Iteration 29Q (21157.240000 sec): 3 clusters
  Score: Raw -14735133.671153 + Penalty 3799.339815 = -14731334.331337
  nChanged 18
		SP:Iteration 30Q (21157.930000 sec): 3 clusters
  Score: Raw -14735150.508987 + Penalty 3799.339815 = -14731351.169172
  nChanged 20
		SP:Iteration 31Q (21158.610000 sec): 3 clusters
  Score: Raw -14735166.943941 + Penalty 3799.339815 = -14731367.604126
  nChanged 19
		SP:Iteration 32Q (21159.270000 sec): 3 clusters
  Score: Raw -14735182.335655 + Penalty 3799.339815 = -14731382.995839
  nChanged 16
		SP:Iteration 33Q (21159.930000 sec): 3 clusters
  Score: Raw -14735194.360129 + Penalty 3799.339815 = -14731395.020314
  nChanged 11
		SP:Iteration 34Q (21160.590000 sec): 3 clusters
  Score: Raw -14735204.473057 + Penalty 3799.339815 = -14731405.133242
  nChanged 10
		SP:Iteration 35Q (21161.270000 sec): 3 clusters
  Score: Raw -14735210.978755 + Penalty 3799.339815 = -14731411.638939
  nChanged 5
		SP:Iteration 36Q (21161.940000 sec): 3 clusters
  Score: Raw -14735215.032827 + Penalty 3799.339815 = -14731415.693012
  nChanged 8
		SP:Iteration 37Q (21162.590000 sec): 3 clusters
  Score: Raw -14735220.335951 + Penalty 3799.339815 = -14731420.996135
  nChanged 2
		SP:Iteration 38Q (21163.250000 sec): 3 clusters
  Score: Raw -14735221.422003 + Penalty 3799.339815 = -14731422.082188
  nChanged 2
		SP:Iteration 39Q (21163.860000 sec): 3 clusters
  Score: Raw -14735222.222056 + Penalty 3799.339815 = -14731422.882241
  nChanged 0
		SP:Iteration 40F (21164.530000 sec): 3 clusters
  Score: Raw -14735222.222056 + Penalty 3799.339815 = -14731422.882241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21164.720000 sec): 2 clusters
  Score: Raw -394261.303298 + Penalty 1316.670294 = -392944.633004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21164.870000 sec): 3 clusters
  Score: Raw -392712.969496 + Penalty 2633.340588 = -390079.628908
  nChanged 1261
		SP:Iteration 1F (21165.070000 sec): 3 clusters
  Score: Raw -393556.287070 + Penalty 2633.340588 = -390922.946481
  nChanged 260
		SP:Iteration 2F (21165.260000 sec): 3 clusters
  Score: Raw -393819.199517 + Penalty 2633.340588 = -391185.858929
  nChanged 244
		SP:Iteration 3F (21165.440000 sec): 3 clusters
  Score: Raw -394108.256684 + Penalty 2633.340588 = -391474.916095
  nChanged 243
		SP:Iteration 4F (21165.630000 sec): 3 clusters
  Score: Raw -394461.964302 + Penalty 2633.340588 = -391828.623714
  nChanged 201
		SP:Iteration 5F (21165.810000 sec): 3 clusters
  Score: Raw -394800.344682 + Penalty 2633.340588 = -392167.004094
  nChanged 166
		SP:Iteration 6F (21166.020000 sec): 3 clusters
  Score: Raw -394997.658962 + Penalty 2633.340588 = -392364.318373
  nChanged 110
		SP:Iteration 7Q (21166.230000 sec): 3 clusters
  Score: Raw -395078.059894 + Penalty 2633.340588 = -392444.719306
  nChanged 59
		SP:Iteration 8Q (21166.420000 sec): 3 clusters
  Score: Raw -395115.078234 + Penalty 2633.340588 = -392481.737645
  nChanged 39
		SP:Iteration 9Q (21166.580000 sec): 3 clusters
  Score: Raw -395135.037098 + Penalty 2633.340588 = -392501.696510
  nChanged 30
		SP:Iteration 10Q (21166.760000 sec): 3 clusters
  Score: Raw -395147.835793 + Penalty 2633.340588 = -392514.495205
  nChanged 17
		SP:Iteration 11Q (21166.980000 sec): 3 clusters
  Score: Raw -395154.080729 + Penalty 2633.340588 = -392520.740141
  nChanged 9
		SP:Iteration 12Q (21167.170000 sec): 3 clusters
  Score: Raw -395158.292567 + Penalty 2633.340588 = -392524.951979
  nChanged 9
		SP:Iteration 13Q (21167.390000 sec): 3 clusters
  Score: Raw -395163.198582 + Penalty 2633.340588 = -392529.857994
  nChanged 9
		SP:Iteration 14Q (21167.530000 sec): 3 clusters
  Score: Raw -395167.475390 + Penalty 2633.340588 = -392534.134802
  nChanged 4
		SP:Iteration 15Q (21167.690000 sec): 3 clusters
  Score: Raw -395169.399050 + Penalty 2633.340588 = -392536.058462
  nChanged 3
		SP:Iteration 16Q (21167.860000 sec): 3 clusters
  Score: Raw -395170.986381 + Penalty 2633.340588 = -392537.645793
  nChanged 2
		SP:Iteration 17Q (21168.070000 sec): 3 clusters
  Score: Raw -395172.040400 + Penalty 2633.340588 = -392538.699812
  nChanged 5
		SP:Iteration 18Q (21168.230000 sec): 3 clusters
  Score: Raw -395173.772225 + Penalty 2633.340588 = -392540.431637
  nChanged 2
		SP:Iteration 19Q (21168.430000 sec): 3 clusters
  Score: Raw -395174.145885 + Penalty 2633.340588 = -392540.805297
  nChanged 1
		SP:Iteration 20F (21168.580000 sec): 3 clusters
  Score: Raw -395174.649708 + Penalty 2633.340588 = -392541.309120
  nChanged 3
		SP:Iteration 21Q (21168.790000 sec): 3 clusters
  Score: Raw -395176.152427 + Penalty 2633.340588 = -392542.811839
  nChanged 2
		SP:Iteration 22Q (21168.960000 sec): 3 clusters
  Score: Raw -395176.968748 + Penalty 2633.340588 = -392543.628160
  nChanged 3
		SP:Iteration 23Q (21169.170000 sec): 3 clusters
  Score: Raw -395177.873246 + Penalty 2633.340588 = -392544.532657
  nChanged 1
		SP:Iteration 24Q (21169.400000 sec): 3 clusters
  Score: Raw -395178.025696 + Penalty 2633.340588 = -392544.685107
  nChanged 0
		SP:Iteration 25F (21169.570000 sec): 3 clusters
  Score: Raw -395178.025696 + Penalty 2633.340588 = -392544.685107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21169.720000 sec): 2 clusters
  Score: Raw -644857.417294 + Penalty 1395.038424 = -643462.378870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21169.920000 sec): 3 clusters
  Score: Raw -642096.051692 + Penalty 2790.076848 = -639305.974844
  nChanged 2225
		SP:Iteration 1F (21170.130000 sec): 3 clusters
  Score: Raw -643502.921560 + Penalty 2790.076848 = -640712.844712
  nChanged 474
		SP:Iteration 2F (21170.320000 sec): 3 clusters
  Score: Raw -643952.564472 + Penalty 2790.076848 = -641162.487624
  nChanged 464
		SP:Iteration 3F (21170.510000 sec): 3 clusters
  Score: Raw -644452.116751 + Penalty 2790.076848 = -641662.039903
  nChanged 453
		SP:Iteration 4F (21170.730000 sec): 3 clusters
  Score: Raw -644946.328710 + Penalty 2790.076848 = -642156.251862
  nChanged 345
		SP:Iteration 5F (21170.920000 sec): 3 clusters
  Score: Raw -645246.536652 + Penalty 2790.076848 = -642456.459804
  nChanged 224
		SP:Iteration 6Q (21171.120000 sec): 3 clusters
  Score: Raw -645377.663225 + Penalty 2790.076848 = -642587.586377
  nChanged 130
		SP:Iteration 7Q (21171.320000 sec): 3 clusters
  Score: Raw -645430.997145 + Penalty 2790.076848 = -642640.920297
  nChanged 82
		SP:Iteration 8Q (21171.500000 sec): 3 clusters
  Score: Raw -645453.192433 + Penalty 2790.076848 = -642663.115585
  nChanged 38
		SP:Iteration 9Q (21171.720000 sec): 3 clusters
  Score: Raw -645462.049259 + Penalty 2790.076848 = -642671.972411
  nChanged 26
		SP:Iteration 10Q (21171.920000 sec): 3 clusters
  Score: Raw -645468.016814 + Penalty 2790.076848 = -642677.939966
  nChanged 10
		SP:Iteration 11Q (21172.100000 sec): 3 clusters
  Score: Raw -645470.571692 + Penalty 2790.076848 = -642680.494844
  nChanged 16
		SP:Iteration 12Q (21172.290000 sec): 3 clusters
  Score: Raw -645474.933027 + Penalty 2790.076848 = -642684.856179
  nChanged 14
		SP:Iteration 13Q (21172.490000 sec): 3 clusters
  Score: Raw -645478.140041 + Penalty 2790.076848 = -642688.063193
  nChanged 10
		SP:Iteration 14Q (21172.660000 sec): 3 clusters
  Score: Raw -645479.747226 + Penalty 2790.076848 = -642689.670378
  nChanged 4
		SP:Iteration 15Q (21172.830000 sec): 3 clusters
  Score: Raw -645480.386234 + Penalty 2790.076848 = -642690.309386
  nChanged 3
		SP:Iteration 16Q (21173.030000 sec): 3 clusters
  Score: Raw -645480.850640 + Penalty 2790.076848 = -642690.773792
  nChanged 2
		SP:Iteration 17Q (21173.240000 sec): 3 clusters
  Score: Raw -645481.281537 + Penalty 2790.076848 = -642691.204689
  nChanged 1
		SP:Iteration 18Q (21173.420000 sec): 3 clusters
  Score: Raw -645481.373288 + Penalty 2790.076848 = -642691.296440
  nChanged 1
		SP:Iteration 19Q (21173.660000 sec): 3 clusters
  Score: Raw -645481.488031 + Penalty 2790.076848 = -642691.411183
  nChanged 0
		SP:Iteration 20F (21173.850000 sec): 3 clusters
  Score: Raw -645481.488031 + Penalty 2790.076848 = -642691.411183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4593 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21173.970000 sec): 2 clusters
  Score: Raw -514368.671675 + Penalty 1370.246911 = -512998.424763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21174.190000 sec): 3 clusters
  Score: Raw -512035.636307 + Penalty 2740.493822 = -509295.142485
  nChanged 1808
		SP:Iteration 1F (21174.360000 sec): 3 clusters
  Score: Raw -513113.353877 + Penalty 2740.493822 = -510372.860054
  nChanged 399
		SP:Iteration 2F (21174.550000 sec): 3 clusters
  Score: Raw -513385.120758 + Penalty 2740.493822 = -510644.626936
  nChanged 324
		SP:Iteration 3F (21174.740000 sec): 3 clusters
  Score: Raw -513633.161249 + Penalty 2740.493822 = -510892.667427
  nChanged 280
		SP:Iteration 4F (21174.940000 sec): 3 clusters
  Score: Raw -513877.764897 + Penalty 2740.493822 = -511137.271075
  nChanged 285
		SP:Iteration 5F (21175.160000 sec): 3 clusters
  Score: Raw -514117.939483 + Penalty 2740.493822 = -511377.445661
  nChanged 256
		SP:Iteration 6F (21175.330000 sec): 3 clusters
  Score: Raw -514312.932704 + Penalty 2740.493822 = -511572.438882
  nChanged 210
		SP:Iteration 7Q (21175.550000 sec): 3 clusters
  Score: Raw -514482.170145 + Penalty 2740.493822 = -511741.676323
  nChanged 159
		SP:Iteration 8Q (21175.730000 sec): 3 clusters
  Score: Raw -514596.740235 + Penalty 2740.493822 = -511856.246413
  nChanged 121
		SP:Iteration 9Q (21175.920000 sec): 3 clusters
  Score: Raw -514669.203889 + Penalty 2740.493822 = -511928.710066
  nChanged 96
		SP:Iteration 10Q (21176.110000 sec): 3 clusters
  Score: Raw -514732.144474 + Penalty 2740.493822 = -511991.650651
  nChanged 73
		SP:Iteration 11Q (21176.250000 sec): 3 clusters
  Score: Raw -514775.010823 + Penalty 2740.493822 = -512034.517001
  nChanged 66
		SP:Iteration 12Q (21176.440000 sec): 3 clusters
  Score: Raw -514812.551896 + Penalty 2740.493822 = -512072.058073
  nChanged 63
		SP:Iteration 13Q (21176.640000 sec): 3 clusters
  Score: Raw -514855.614820 + Penalty 2740.493822 = -512115.120997
  nChanged 65
		SP:Iteration 14Q (21176.840000 sec): 3 clusters
  Score: Raw -514894.558712 + Penalty 2740.493822 = -512154.064890
  nChanged 41
		SP:Iteration 15Q (21177.010000 sec): 3 clusters
  Score: Raw -514922.861953 + Penalty 2740.493822 = -512182.368131
  nChanged 39
		SP:Iteration 16Q (21177.190000 sec): 3 clusters
  Score: Raw -514949.947496 + Penalty 2740.493822 = -512209.453674
  nChanged 31
		SP:Iteration 17Q (21177.400000 sec): 3 clusters
  Score: Raw -514970.775443 + Penalty 2740.493822 = -512230.281621
  nChanged 25
		SP:Iteration 18Q (21177.570000 sec): 3 clusters
  Score: Raw -514987.225013 + Penalty 2740.493822 = -512246.731191
  nChanged 30
		SP:Iteration 19Q (21177.760000 sec): 3 clusters
  Score: Raw -515010.274465 + Penalty 2740.493822 = -512269.780642
  nChanged 29
		SP:Iteration 20F (21177.970000 sec): 3 clusters
  Score: Raw -515030.856440 + Penalty 2740.493822 = -512290.362617
  nChanged 25
		SP:Iteration 21Q (21178.120000 sec): 3 clusters
  Score: Raw -515048.901429 + Penalty 2740.493822 = -512308.407607
  nChanged 18
		SP:Iteration 22Q (21178.310000 sec): 3 clusters
  Score: Raw -515061.800220 + Penalty 2740.493822 = -512321.306398
  nChanged 18
		SP:Iteration 23Q (21178.500000 sec): 3 clusters
  Score: Raw -515071.421321 + Penalty 2740.493822 = -512330.927498
  nChanged 14
		SP:Iteration 24Q (21178.690000 sec): 3 clusters
  Score: Raw -515083.189533 + Penalty 2740.493822 = -512342.695711
  nChanged 20
		SP:Iteration 25Q (21178.920000 sec): 3 clusters
  Score: Raw -515101.190497 + Penalty 2740.493822 = -512360.696674
  nChanged 27
		SP:Iteration 26Q (21179.110000 sec): 3 clusters
  Score: Raw -515121.842202 + Penalty 2740.493822 = -512381.348380
  nChanged 18
		SP:Iteration 27Q (21179.300000 sec): 3 clusters
  Score: Raw -515131.439631 + Penalty 2740.493822 = -512390.945808
  nChanged 18
		SP:Iteration 28Q (21179.480000 sec): 3 clusters
  Score: Raw -515142.954688 + Penalty 2740.493822 = -512402.460866
  nChanged 15
		SP:Iteration 29Q (21179.710000 sec): 3 clusters
  Score: Raw -515150.842013 + Penalty 2740.493822 = -512410.348191
  nChanged 13
		SP:Iteration 30Q (21179.870000 sec): 3 clusters
  Score: Raw -515158.022376 + Penalty 2740.493822 = -512417.528553
  nChanged 19
		SP:Iteration 31Q (21180.070000 sec): 3 clusters
  Score: Raw -515169.515510 + Penalty 2740.493822 = -512429.021688
  nChanged 17
		SP:Iteration 32Q (21180.260000 sec): 3 clusters
  Score: Raw -515175.857500 + Penalty 2740.493822 = -512435.363677
  nChanged 13
		SP:Iteration 33Q (21180.450000 sec): 3 clusters
  Score: Raw -515181.984006 + Penalty 2740.493822 = -512441.490184
  nChanged 15
		SP:Iteration 34Q (21180.680000 sec): 3 clusters
  Score: Raw -515188.362390 + Penalty 2740.493822 = -512447.868567
  nChanged 18
		SP:Iteration 35Q (21180.860000 sec): 3 clusters
  Score: Raw -515198.525777 + Penalty 2740.493822 = -512458.031955
  nChanged 15
		SP:Iteration 36Q (21181.080000 sec): 3 clusters
  Score: Raw -515208.222078 + Penalty 2740.493822 = -512467.728256
  nChanged 12
		SP:Iteration 37Q (21181.280000 sec): 3 clusters
  Score: Raw -515220.901596 + Penalty 2740.493822 = -512480.407774
  nChanged 18
		SP:Iteration 38Q (21181.460000 sec): 3 clusters
  Score: Raw -515232.873003 + Penalty 2740.493822 = -512492.379180
  nChanged 12
		SP:Iteration 39Q (21181.640000 sec): 3 clusters
  Score: Raw -515239.961141 + Penalty 2740.493822 = -512499.467319
  nChanged 10
		SP:Iteration 40F (21181.880000 sec): 3 clusters
  Score: Raw -515243.389585 + Penalty 2740.493822 = -512502.895763
  nChanged 7
		SP:Iteration 41Q (21182.020000 sec): 3 clusters
  Score: Raw -515245.897960 + Penalty 2740.493822 = -512505.404137
  nChanged 5
		SP:Iteration 42Q (21182.220000 sec): 3 clusters
  Score: Raw -515248.139095 + Penalty 2740.493822 = -512507.645272
  nChanged 2
		SP:Iteration 43Q (21182.420000 sec): 3 clusters
  Score: Raw -515248.926194 + Penalty 2740.493822 = -512508.432372
  nChanged 2
		SP:Iteration 44Q (21182.660000 sec): 3 clusters
  Score: Raw -515250.183561 + Penalty 2740.493822 = -512509.689738
  nChanged 0
		SP:Iteration 45F (21182.830000 sec): 3 clusters
  Score: Raw -515250.183561 + Penalty 2740.493822 = -512509.689738
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21182.920000 sec): 2 clusters
  Score: Raw -234651.418078 + Penalty 1243.461496 = -233407.956582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21183.120000 sec): 3 clusters
  Score: Raw -233724.674439 + Penalty 2486.922992 = -231237.751446
  nChanged 773
		SP:Iteration 1F (21183.290000 sec): 3 clusters
  Score: Raw -234369.996242 + Penalty 2486.922992 = -231883.073250
  nChanged 197
		SP:Iteration 2F (21183.470000 sec): 3 clusters
  Score: Raw -234574.065065 + Penalty 2486.922992 = -232087.142073
  nChanged 125
		SP:Iteration 3F (21183.690000 sec): 3 clusters
  Score: Raw -234711.406877 + Penalty 2486.922992 = -232224.483884
  nChanged 100
		SP:Iteration 4Q (21183.850000 sec): 3 clusters
  Score: Raw -234837.648456 + Penalty 2486.922992 = -232350.725463
  nChanged 105
		SP:Iteration 5Q (21184.030000 sec): 3 clusters
  Score: Raw -234954.542559 + Penalty 2486.922992 = -232467.619567
  nChanged 75
		SP:Iteration 6Q (21184.240000 sec): 3 clusters
  Score: Raw -235048.049291 + Penalty 2486.922992 = -232561.126298
  nChanged 69
		SP:Iteration 7Q (21184.400000 sec): 3 clusters
  Score: Raw -235119.256589 + Penalty 2486.922992 = -232632.333597
  nChanged 60
		SP:Iteration 8Q (21184.600000 sec): 3 clusters
  Score: Raw -235183.492900 + Penalty 2486.922992 = -232696.569908
  nChanged 64
		SP:Iteration 9Q (21184.810000 sec): 3 clusters
  Score: Raw -235267.420712 + Penalty 2486.922992 = -232780.497719
  nChanged 56
		SP:Iteration 10Q (21184.970000 sec): 3 clusters
  Score: Raw -235340.952788 + Penalty 2486.922992 = -232854.029796
  nChanged 47
		SP:Iteration 11Q (21185.160000 sec): 3 clusters
  Score: Raw -235404.506124 + Penalty 2486.922992 = -232917.583131
  nChanged 39
		SP:Iteration 12Q (21185.320000 sec): 3 clusters
  Score: Raw -235463.072432 + Penalty 2486.922992 = -232976.149439
  nChanged 42
		SP:Iteration 13Q (21185.490000 sec): 3 clusters
  Score: Raw -235514.336283 + Penalty 2486.922992 = -233027.413291
  nChanged 29
		SP:Iteration 14Q (21185.670000 sec): 3 clusters
  Score: Raw -235545.904893 + Penalty 2486.922992 = -233058.981901
  nChanged 25
		SP:Iteration 15Q (21185.870000 sec): 3 clusters
  Score: Raw -235568.159072 + Penalty 2486.922992 = -233081.236079
  nChanged 23
		SP:Iteration 16Q (21186.060000 sec): 3 clusters
  Score: Raw -235594.522219 + Penalty 2486.922992 = -233107.599226
  nChanged 25
		SP:Iteration 17Q (21186.220000 sec): 3 clusters
  Score: Raw -235620.975855 + Penalty 2486.922992 = -233134.052862
  nChanged 16
		SP:Iteration 18Q (21186.410000 sec): 3 clusters
  Score: Raw -235635.101174 + Penalty 2486.922992 = -233148.178181
  nChanged 10
		SP:Iteration 19Q (21186.630000 sec): 3 clusters
  Score: Raw -235644.538261 + Penalty 2486.922992 = -233157.615269
  nChanged 13
		SP:Iteration 20F (21186.800000 sec): 3 clusters
  Score: Raw -235656.648380 + Penalty 2486.922992 = -233169.725387
  nChanged 9
		SP:Iteration 21Q (21187.000000 sec): 3 clusters
  Score: Raw -235663.915560 + Penalty 2486.922992 = -233176.992567
  nChanged 5
		SP:Iteration 22Q (21187.190000 sec): 3 clusters
  Score: Raw -235667.983480 + Penalty 2486.922992 = -233181.060487
  nChanged 7
		SP:Iteration 23Q (21187.370000 sec): 3 clusters
  Score: Raw -235673.384931 + Penalty 2486.922992 = -233186.461939
  nChanged 6
		SP:Iteration 24Q (21187.570000 sec): 3 clusters
  Score: Raw -235677.275599 + Penalty 2486.922992 = -233190.352607
  nChanged 5
		SP:Iteration 25Q (21187.790000 sec): 3 clusters
  Score: Raw -235680.343935 + Penalty 2486.922992 = -233193.420943
  nChanged 2
		SP:Iteration 26Q (21187.950000 sec): 3 clusters
  Score: Raw -235681.886986 + Penalty 2486.922992 = -233194.963994
  nChanged 1
		SP:Iteration 27Q (21188.130000 sec): 3 clusters
  Score: Raw -235685.534466 + Penalty 2486.922992 = -233198.611474
  nChanged 4
		SP:Iteration 28Q (21188.310000 sec): 3 clusters
  Score: Raw -235688.029403 + Penalty 2486.922992 = -233201.106411
  nChanged 2
		SP:Iteration 29Q (21188.490000 sec): 3 clusters
  Score: Raw -235688.638748 + Penalty 2486.922992 = -233201.715755
  nChanged 0
		SP:Iteration 30F (21188.670000 sec): 3 clusters
  Score: Raw -235688.638748 + Penalty 2486.922992 = -233201.715755
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21188.790000 sec): 2 clusters
  Score: Raw -639739.694069 + Penalty 1399.620410 = -638340.073659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21188.970000 sec): 3 clusters
  Score: Raw -636826.328942 + Penalty 2799.240820 = -634027.088122
  nChanged 2252
		SP:Iteration 1F (21189.180000 sec): 3 clusters
  Score: Raw -638245.939917 + Penalty 2799.240820 = -635446.699097
  nChanged 490
		SP:Iteration 2F (21189.410000 sec): 3 clusters
  Score: Raw -638621.917246 + Penalty 2799.240820 = -635822.676426
  nChanged 388
		SP:Iteration 3F (21189.570000 sec): 3 clusters
  Score: Raw -638940.364735 + Penalty 2799.240820 = -636141.123915
  nChanged 347
		SP:Iteration 4F (21189.760000 sec): 3 clusters
  Score: Raw -639235.427869 + Penalty 2799.240820 = -636436.187048
  nChanged 302
		SP:Iteration 5F (21189.950000 sec): 3 clusters
  Score: Raw -639493.625699 + Penalty 2799.240820 = -636694.384879
  nChanged 263
		SP:Iteration 6Q (21190.110000 sec): 3 clusters
  Score: Raw -639736.473085 + Penalty 2799.240820 = -636937.232265
  nChanged 258
		SP:Iteration 7Q (21190.350000 sec): 3 clusters
  Score: Raw -639980.027342 + Penalty 2799.240820 = -637180.786522
  nChanged 247
		SP:Iteration 8Q (21190.530000 sec): 3 clusters
  Score: Raw -640205.435952 + Penalty 2799.240820 = -637406.195131
  nChanged 189
		SP:Iteration 9Q (21190.750000 sec): 3 clusters
  Score: Raw -640376.971974 + Penalty 2799.240820 = -637577.731154
  nChanged 153
		SP:Iteration 10Q (21190.950000 sec): 3 clusters
  Score: Raw -640495.209214 + Penalty 2799.240820 = -637695.968394
  nChanged 122
		SP:Iteration 11Q (21191.130000 sec): 3 clusters
  Score: Raw -640576.373722 + Penalty 2799.240820 = -637777.132902
  nChanged 88
		SP:Iteration 12Q (21191.350000 sec): 3 clusters
  Score: Raw -640626.071680 + Penalty 2799.240820 = -637826.830860
  nChanged 73
		SP:Iteration 13Q (21191.510000 sec): 3 clusters
  Score: Raw -640667.492967 + Penalty 2799.240820 = -637868.252147
  nChanged 55
		SP:Iteration 14Q (21191.730000 sec): 3 clusters
  Score: Raw -640696.386097 + Penalty 2799.240820 = -637897.145277
  nChanged 49
		SP:Iteration 15Q (21191.940000 sec): 3 clusters
  Score: Raw -640719.912396 + Penalty 2799.240820 = -637920.671576
  nChanged 48
		SP:Iteration 16Q (21192.130000 sec): 3 clusters
  Score: Raw -640737.554756 + Penalty 2799.240820 = -637938.313936
  nChanged 35
		SP:Iteration 17Q (21192.360000 sec): 3 clusters
  Score: Raw -640750.267887 + Penalty 2799.240820 = -637951.027067
  nChanged 27
		SP:Iteration 18Q (21192.580000 sec): 3 clusters
  Score: Raw -640760.473654 + Penalty 2799.240820 = -637961.232834
  nChanged 17
		SP:Iteration 19Q (21192.760000 sec): 3 clusters
  Score: Raw -640765.898493 + Penalty 2799.240820 = -637966.657673
  nChanged 16
		SP:Iteration 20F (21192.970000 sec): 3 clusters
  Score: Raw -640770.051724 + Penalty 2799.240820 = -637970.810904
  nChanged 13
		SP:Iteration 21Q (21193.150000 sec): 3 clusters
  Score: Raw -640773.207498 + Penalty 2799.240820 = -637973.966678
  nChanged 5
		SP:Iteration 22Q (21193.360000 sec): 3 clusters
  Score: Raw -640774.854487 + Penalty 2799.240820 = -637975.613667
  nChanged 7
		SP:Iteration 23Q (21193.590000 sec): 3 clusters
  Score: Raw -640776.068242 + Penalty 2799.240820 = -637976.827422
  nChanged 3
		SP:Iteration 24Q (21193.790000 sec): 3 clusters
  Score: Raw -640776.579993 + Penalty 2799.240820 = -637977.339173
  nChanged 2
		SP:Iteration 25Q (21193.960000 sec): 3 clusters
  Score: Raw -640776.967170 + Penalty 2799.240820 = -637977.726350
  nChanged 1
		SP:Iteration 26Q (21194.170000 sec): 3 clusters
  Score: Raw -640777.072637 + Penalty 2799.240820 = -637977.831817
  nChanged 1
		SP:Iteration 27Q (21194.360000 sec): 3 clusters
  Score: Raw -640777.134177 + Penalty 2799.240820 = -637977.893357
  nChanged 0
		SP:Iteration 28F (21194.550000 sec): 3 clusters
  Score: Raw -640777.134177 + Penalty 2799.240820 = -637977.893357
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21194.650000 sec): 2 clusters
  Score: Raw -190533.902578 + Penalty 1202.997427 = -189330.905150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21194.850000 sec): 3 clusters
  Score: Raw -189881.814332 + Penalty 2405.994855 = -187475.819477
  nChanged 549
		SP:Iteration 1F (21195.040000 sec): 3 clusters
  Score: Raw -190331.921353 + Penalty 2405.994855 = -187925.926499
  nChanged 145
		SP:Iteration 2F (21195.240000 sec): 3 clusters
  Score: Raw -190457.046935 + Penalty 2405.994855 = -188051.052081
  nChanged 76
		SP:Iteration 3Q (21195.410000 sec): 3 clusters
  Score: Raw -190524.806716 + Penalty 2405.994855 = -188118.811862
  nChanged 51
		SP:Iteration 4Q (21195.590000 sec): 3 clusters
  Score: Raw -190574.938705 + Penalty 2405.994855 = -188168.943851
  nChanged 50
		SP:Iteration 5Q (21195.800000 sec): 3 clusters
  Score: Raw -190619.351526 + Penalty 2405.994855 = -188213.356671
  nChanged 47
		SP:Iteration 6Q (21195.970000 sec): 3 clusters
  Score: Raw -190659.426610 + Penalty 2405.994855 = -188253.431755
  nChanged 36
		SP:Iteration 7Q (21196.130000 sec): 3 clusters
  Score: Raw -190683.807345 + Penalty 2405.994855 = -188277.812490
  nChanged 29
		SP:Iteration 8Q (21196.310000 sec): 3 clusters
  Score: Raw -190700.810510 + Penalty 2405.994855 = -188294.815656
  nChanged 21
		SP:Iteration 9Q (21196.510000 sec): 3 clusters
  Score: Raw -190718.748814 + Penalty 2405.994855 = -188312.753959
  nChanged 27
		SP:Iteration 10Q (21196.690000 sec): 3 clusters
  Score: Raw -190738.443118 + Penalty 2405.994855 = -188332.448263
  nChanged 24
		SP:Iteration 11Q (21196.820000 sec): 3 clusters
  Score: Raw -190758.604702 + Penalty 2405.994855 = -188352.609847
  nChanged 18
		SP:Iteration 12Q (21196.980000 sec): 3 clusters
  Score: Raw -190769.426793 + Penalty 2405.994855 = -188363.431938
  nChanged 17
		SP:Iteration 13Q (21197.200000 sec): 3 clusters
  Score: Raw -190780.986632 + Penalty 2405.994855 = -188374.991777
  nChanged 19
		SP:Iteration 14Q (21197.380000 sec): 3 clusters
  Score: Raw -190792.451675 + Penalty 2405.994855 = -188386.456820
  nChanged 19
		SP:Iteration 15Q (21197.570000 sec): 3 clusters
  Score: Raw -190807.127569 + Penalty 2405.994855 = -188401.132714
  nChanged 12
		SP:Iteration 16Q (21197.740000 sec): 3 clusters
  Score: Raw -190819.992861 + Penalty 2405.994855 = -188413.998006
  nChanged 19
		SP:Iteration 17Q (21197.960000 sec): 3 clusters
  Score: Raw -190843.404592 + Penalty 2405.994855 = -188437.409738
  nChanged 26
		SP:Iteration 18Q (21198.120000 sec): 3 clusters
  Score: Raw -190868.698507 + Penalty 2405.994855 = -188462.703652
  nChanged 28
		SP:Iteration 19Q (21198.320000 sec): 3 clusters
  Score: Raw -190897.266015 + Penalty 2405.994855 = -188491.271161
  nChanged 27
		SP:Iteration 20F (21198.500000 sec): 3 clusters
  Score: Raw -190924.672664 + Penalty 2405.994855 = -188518.677809
  nChanged 20
		SP:Iteration 21Q (21198.680000 sec): 3 clusters
  Score: Raw -190945.438470 + Penalty 2405.994855 = -188539.443616
  nChanged 16
		SP:Iteration 22Q (21198.890000 sec): 3 clusters
  Score: Raw -190970.474167 + Penalty 2405.994855 = -188564.479312
  nChanged 16
		SP:Iteration 23Q (21199.050000 sec): 3 clusters
  Score: Raw -190985.717763 + Penalty 2405.994855 = -188579.722909
  nChanged 14
		SP:Iteration 24Q (21199.210000 sec): 3 clusters
  Score: Raw -190995.464715 + Penalty 2405.994855 = -188589.469861
  nChanged 10
		SP:Iteration 25Q (21199.400000 sec): 3 clusters
  Score: Raw -191002.248224 + Penalty 2405.994855 = -188596.253369
  nChanged 6
		SP:Iteration 26Q (21199.620000 sec): 3 clusters
  Score: Raw -191005.637825 + Penalty 2405.994855 = -188599.642970
  nChanged 6
		SP:Iteration 27Q (21199.780000 sec): 3 clusters
  Score: Raw -191011.948841 + Penalty 2405.994855 = -188605.953987
  nChanged 4
		SP:Iteration 28Q (21199.980000 sec): 3 clusters
  Score: Raw -191013.884762 + Penalty 2405.994855 = -188607.889907
  nChanged 5
		SP:Iteration 29Q (21200.170000 sec): 3 clusters
  Score: Raw -191017.435682 + Penalty 2405.994855 = -188611.440827
  nChanged 2
		SP:Iteration 30Q (21200.350000 sec): 3 clusters
  Score: Raw -191018.475624 + Penalty 2405.994855 = -188612.480770
  nChanged 1
		SP:Iteration 31Q (21200.520000 sec): 3 clusters
  Score: Raw -191018.711512 + Penalty 2405.994855 = -188612.716657
  nChanged 0
		SP:Iteration 32F (21200.680000 sec): 3 clusters
  Score: Raw -191018.711512 + Penalty 2405.994855 = -188612.716657
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (848 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21200.760000 sec): 2 clusters
  Score: Raw -91368.143435 + Penalty 1095.718103 = -90272.425332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21200.980000 sec): 3 clusters
  Score: Raw -91174.889842 + Penalty 2191.436207 = -88983.453635
  nChanged 245
		SP:Iteration 1F (21201.150000 sec): 3 clusters
  Score: Raw -91540.957408 + Penalty 2191.436207 = -89349.521202
  nChanged 72
		SP:Iteration 2F (21201.370000 sec): 3 clusters
  Score: Raw -91693.092903 + Penalty 2191.436207 = -89501.656697
  nChanged 66
		SP:Iteration 3F (21201.540000 sec): 3 clusters
  Score: Raw -91801.142621 + Penalty 2191.436207 = -89609.706414
  nChanged 43
		SP:Iteration 4F (21201.740000 sec): 3 clusters
  Score: Raw -91875.215885 + Penalty 2191.436207 = -89683.779678
  nChanged 29
		SP:Iteration 5Q (21201.930000 sec): 3 clusters
  Score: Raw -91922.248128 + Penalty 2191.436207 = -89730.811921
  nChanged 28
		SP:Iteration 6Q (21202.110000 sec): 3 clusters
  Score: Raw -91979.273077 + Penalty 2191.436207 = -89787.836870
  nChanged 24
		SP:Iteration 7Q (21202.290000 sec): 3 clusters
  Score: Raw -92016.015923 + Penalty 2191.436207 = -89824.579717
  nChanged 20
		SP:Iteration 8Q (21202.460000 sec): 3 clusters
  Score: Raw -92064.862100 + Penalty 2191.436207 = -89873.425894
  nChanged 22
		SP:Iteration 9Q (21202.630000 sec): 3 clusters
  Score: Raw -92119.662137 + Penalty 2191.436207 = -89928.225930
  nChanged 17
		SP:Iteration 10Q (21202.800000 sec): 3 clusters
  Score: Raw -92145.932263 + Penalty 2191.436207 = -89954.496056
  nChanged 6
		SP:Iteration 11Q (21203.000000 sec): 3 clusters
  Score: Raw -92155.658350 + Penalty 2191.436207 = -89964.222143
  nChanged 6
		SP:Iteration 12Q (21203.160000 sec): 3 clusters
  Score: Raw -92172.444356 + Penalty 2191.436207 = -89981.008149
  nChanged 5
		SP:Iteration 13Q (21203.350000 sec): 3 clusters
  Score: Raw -92176.662769 + Penalty 2191.436207 = -89985.226562
  nChanged 3
		SP:Iteration 14Q (21203.480000 sec): 3 clusters
  Score: Raw -92180.293622 + Penalty 2191.436207 = -89988.857415
  nChanged 1
		SP:Iteration 15Q (21203.670000 sec): 3 clusters
  Score: Raw -92184.063525 + Penalty 2191.436207 = -89992.627318
  nChanged 1
		SP:Iteration 16Q (21203.870000 sec): 3 clusters
  Score: Raw -92192.481503 + Penalty 2191.436207 = -90001.045296
  nChanged 1
		SP:Iteration 17Q (21204.050000 sec): 3 clusters
  Score: Raw -92193.580782 + Penalty 2191.436207 = -90002.144575
  nChanged 1
		SP:Iteration 18Q (21204.220000 sec): 3 clusters
  Score: Raw -92195.090773 + Penalty 2191.436207 = -90003.654566
  nChanged 1
		SP:Iteration 19Q (21204.420000 sec): 3 clusters
  Score: Raw -92196.316115 + Penalty 2191.436207 = -90004.879908
  nChanged 0
		SP:Iteration 20F (21204.600000 sec): 3 clusters
  Score: Raw -92196.316115 + Penalty 2191.436207 = -90004.879908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21204.680000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21204.870000 sec): 3 clusters
  Score: Raw -62259.552977 + Penalty 2034.363976 = -60225.189001
  nChanged 117
		SP:Iteration 1F (21205.030000 sec): 3 clusters
  Score: Raw -62391.430601 + Penalty 2034.363976 = -60357.066625
  nChanged 27
		SP:Iteration 2F (21205.210000 sec): 3 clusters
  Score: Raw -62441.232331 + Penalty 2034.363976 = -60406.868355
  nChanged 13
		SP:Iteration 3Q (21205.440000 sec): 3 clusters
  Score: Raw -62469.310876 + Penalty 2034.363976 = -60434.946900
  nChanged 13
		SP:Iteration 4Q (21205.590000 sec): 3 clusters
  Score: Raw -62495.290234 + Penalty 2034.363976 = -60460.926258
  nChanged 13
		SP:Iteration 5Q (21205.780000 sec): 3 clusters
  Score: Raw -62516.554546 + Penalty 2034.363976 = -60482.190570
  nChanged 6
		SP:Iteration 6Q (21205.970000 sec): 3 clusters
  Score: Raw -62532.645674 + Penalty 2034.363976 = -60498.281699
  nChanged 3
		SP:Iteration 7Q (21206.180000 sec): 3 clusters
  Score: Raw -62535.279255 + Penalty 2034.363976 = -60500.915279
  nChanged 0
		SP:Iteration 8F (21206.340000 sec): 3 clusters
  Score: Raw -62535.279255 + Penalty 2034.363976 = -60500.915279
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21206.970000 sec): 2 clusters
  Score: Raw -12550573.062308 + Penalty 1875.154383 = -12548697.907925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21207.590000 sec): 3 clusters
  Score: Raw -12483834.505601 + Penalty 3750.308767 = -12480084.196834
  nChanged 49196
		SP:Iteration 1F (21208.230000 sec): 3 clusters
  Score: Raw -12513019.699751 + Penalty 3750.308767 = -12509269.390984
  nChanged 4552
		SP:Iteration 2Q (21208.800000 sec): 3 clusters
  Score: Raw -12514726.687157 + Penalty 3750.308767 = -12510976.378390
  nChanged 5912
		SP:Iteration 3F (21209.370000 sec): 3 clusters
  Score: Raw -12517695.012183 + Penalty 3750.308767 = -12513944.703417
  nChanged 7151
		SP:Iteration 4F (21209.970000 sec): 3 clusters
  Score: Raw -12522134.202544 + Penalty 3750.308767 = -12518383.893777
  nChanged 7963
		SP:Iteration 5F (21210.570000 sec): 3 clusters
  Score: Raw -12527955.247279 + Penalty 3750.308767 = -12524204.938512
  nChanged 7823
		SP:Iteration 6F (21211.180000 sec): 3 clusters
  Score: Raw -12534314.400994 + Penalty 3750.308767 = -12530564.092227
  nChanged 6662
		SP:Iteration 7F (21211.780000 sec): 3 clusters
  Score: Raw -12540078.041421 + Penalty 3750.308767 = -12536327.732654
  nChanged 5088
		SP:Iteration 8Q (21212.400000 sec): 3 clusters
  Score: Raw -12544779.983334 + Penalty 3750.308767 = -12541029.674568
  nChanged 3337
		SP:Iteration 9Q (21213.000000 sec): 3 clusters
  Score: Raw -12547997.375721 + Penalty 3750.308767 = -12544247.066954
  nChanged 1777
		SP:Iteration 10Q (21213.620000 sec): 3 clusters
  Score: Raw -12549729.062531 + Penalty 3750.308767 = -12545978.753764
  nChanged 707
		SP:Iteration 11Q (21214.210000 sec): 3 clusters
  Score: Raw -12550412.079923 + Penalty 3750.308767 = -12546661.771157
  nChanged 203
		SP:Iteration 12Q (21214.810000 sec): 3 clusters
  Score: Raw -12550624.772671 + Penalty 3750.308767 = -12546874.463905
  nChanged 78
		SP:Iteration 13Q (21215.360000 sec): 3 clusters
  Score: Raw -12550719.953226 + Penalty 3750.308767 = -12546969.644460
  nChanged 27
		SP:Iteration 14Q (21215.910000 sec): 3 clusters
  Score: Raw -12550753.004058 + Penalty 3750.308767 = -12547002.695291
  nChanged 13
		SP:Iteration 15Q (21216.410000 sec): 3 clusters
  Score: Raw -12550769.690351 + Penalty 3750.308767 = -12547019.381584
  nChanged 6
		SP:Iteration 16Q (21216.940000 sec): 3 clusters
  Score: Raw -12550776.486059 + Penalty 3750.308767 = -12547026.177292
  nChanged 3
		SP:Iteration 17Q (21217.520000 sec): 3 clusters
  Score: Raw -12550780.195606 + Penalty 3750.308767 = -12547029.886839
  nChanged 4
		SP:Iteration 18Q (21218.130000 sec): 3 clusters
  Score: Raw -12550784.832925 + Penalty 3750.308767 = -12547034.524158
  nChanged 1
		SP:Iteration 19Q (21218.700000 sec): 3 clusters
  Score: Raw -12550786.009660 + Penalty 3750.308767 = -12547035.700893
  nChanged 1
		SP:Iteration 20F (21219.310000 sec): 3 clusters
  Score: Raw -12550786.639063 + Penalty 3750.308767 = -12547036.330297
  nChanged 1
		SP:Iteration 21Q (21219.850000 sec): 3 clusters
  Score: Raw -12550787.232616 + Penalty 3750.308767 = -12547036.923849
  nChanged 2
		SP:Iteration 22Q (21220.360000 sec): 3 clusters
  Score: Raw -12550790.254881 + Penalty 3750.308767 = -12547039.946115
  nChanged 2
		SP:Iteration 23Q (21220.930000 sec): 3 clusters
  Score: Raw -12550795.586364 + Penalty 3750.308767 = -12547045.277597
  nChanged 2
		SP:Iteration 24Q (21221.460000 sec): 3 clusters
  Score: Raw -12550798.516802 + Penalty 3750.308767 = -12547048.208035
  nChanged 3
		SP:Iteration 25Q (21222.030000 sec): 3 clusters
  Score: Raw -12550802.110577 + Penalty 3750.308767 = -12547051.801810
  nChanged 4
		SP:Iteration 26Q (21222.610000 sec): 3 clusters
  Score: Raw -12550806.308666 + Penalty 3750.308767 = -12547055.999900
  nChanged 1
		SP:Iteration 27Q (21223.170000 sec): 3 clusters
  Score: Raw -12550808.069764 + Penalty 3750.308767 = -12547057.760997
  nChanged 1
		SP:Iteration 28Q (21223.750000 sec): 3 clusters
  Score: Raw -12550809.801386 + Penalty 3750.308767 = -12547059.492619
  nChanged 2
		SP:Iteration 29Q (21224.270000 sec): 3 clusters
  Score: Raw -12550814.263896 + Penalty 3750.308767 = -12547063.955129
  nChanged 2
		SP:Iteration 30Q (21224.790000 sec): 3 clusters
  Score: Raw -12550819.436399 + Penalty 3750.308767 = -12547069.127632
  nChanged 2
		SP:Iteration 31Q (21225.310000 sec): 3 clusters
  Score: Raw -12550821.187345 + Penalty 3750.308767 = -12547070.878578
  nChanged 0
		SP:Iteration 32F (21225.890000 sec): 3 clusters
  Score: Raw -12550821.187345 + Penalty 3750.308767 = -12547070.878578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21226.110000 sec): 2 clusters
  Score: Raw -1598810.667916 + Penalty 1541.672315 = -1597268.995602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21226.310000 sec): 3 clusters
  Score: Raw -1591172.988651 + Penalty 3083.344630 = -1588089.644021
  nChanged 5820
		SP:Iteration 1F (21226.540000 sec): 3 clusters
  Score: Raw -1594367.298629 + Penalty 3083.344630 = -1591283.953999
  nChanged 910
		SP:Iteration 2F (21226.770000 sec): 3 clusters
  Score: Raw -1594958.889862 + Penalty 3083.344630 = -1591875.545232
  nChanged 971
		SP:Iteration 3F (21227.010000 sec): 3 clusters
  Score: Raw -1595747.985145 + Penalty 3083.344630 = -1592664.640516
  nChanged 1077
		SP:Iteration 4F (21227.230000 sec): 3 clusters
  Score: Raw -1596768.785167 + Penalty 3083.344630 = -1593685.440537
  nChanged 1050
		SP:Iteration 5F (21227.450000 sec): 3 clusters
  Score: Raw -1597854.916898 + Penalty 3083.344630 = -1594771.572268
  nChanged 940
		SP:Iteration 6F (21227.690000 sec): 3 clusters
  Score: Raw -1598824.330152 + Penalty 3083.344630 = -1595740.985522
  nChanged 708
		SP:Iteration 7F (21227.910000 sec): 3 clusters
  Score: Raw -1599419.056606 + Penalty 3083.344630 = -1596335.711976
  nChanged 485
		SP:Iteration 8Q (21228.150000 sec): 3 clusters
  Score: Raw -1599667.007160 + Penalty 3083.344630 = -1596583.662530
  nChanged 277
		SP:Iteration 9Q (21228.340000 sec): 3 clusters
  Score: Raw -1599763.176598 + Penalty 3083.344630 = -1596679.831969
  nChanged 178
		SP:Iteration 10Q (21228.560000 sec): 3 clusters
  Score: Raw -1599816.145769 + Penalty 3083.344630 = -1596732.801139
  nChanged 112
		SP:Iteration 11Q (21228.780000 sec): 3 clusters
  Score: Raw -1599845.261558 + Penalty 3083.344630 = -1596761.916928
  nChanged 90
		SP:Iteration 12Q (21229.020000 sec): 3 clusters
  Score: Raw -1599867.672288 + Penalty 3083.344630 = -1596784.327658
  nChanged 79
		SP:Iteration 13Q (21229.220000 sec): 3 clusters
  Score: Raw -1599882.204889 + Penalty 3083.344630 = -1596798.860259
  nChanged 57
		SP:Iteration 14Q (21229.460000 sec): 3 clusters
  Score: Raw -1599890.310568 + Penalty 3083.344630 = -1596806.965938
  nChanged 41
		SP:Iteration 15Q (21229.660000 sec): 3 clusters
  Score: Raw -1599896.129486 + Penalty 3083.344630 = -1596812.784856
  nChanged 33
		SP:Iteration 16Q (21229.900000 sec): 3 clusters
  Score: Raw -1599900.802063 + Penalty 3083.344630 = -1596817.457433
  nChanged 38
		SP:Iteration 17Q (21230.170000 sec): 3 clusters
  Score: Raw -1599908.201101 + Penalty 3083.344630 = -1596824.856471
  nChanged 48
		SP:Iteration 18Q (21230.350000 sec): 3 clusters
  Score: Raw -1599917.617815 + Penalty 3083.344630 = -1596834.273185
  nChanged 51
		SP:Iteration 19Q (21230.580000 sec): 3 clusters
  Score: Raw -1599926.636776 + Penalty 3083.344630 = -1596843.292146
  nChanged 37
		SP:Iteration 20F (21230.770000 sec): 3 clusters
  Score: Raw -1599931.348580 + Penalty 3083.344630 = -1596848.003951
  nChanged 26
		SP:Iteration 21Q (21230.990000 sec): 3 clusters
  Score: Raw -1599934.136651 + Penalty 3083.344630 = -1596850.792021
  nChanged 20
		SP:Iteration 22Q (21231.250000 sec): 3 clusters
  Score: Raw -1599936.215504 + Penalty 3083.344630 = -1596852.870874
  nChanged 18
		SP:Iteration 23Q (21231.480000 sec): 3 clusters
  Score: Raw -1599938.164792 + Penalty 3083.344630 = -1596854.820162
  nChanged 15
		SP:Iteration 24Q (21231.690000 sec): 3 clusters
  Score: Raw -1599939.340306 + Penalty 3083.344630 = -1596855.995676
  nChanged 13
		SP:Iteration 25Q (21231.930000 sec): 3 clusters
  Score: Raw -1599940.571661 + Penalty 3083.344630 = -1596857.227031
  nChanged 12
		SP:Iteration 26Q (21232.180000 sec): 3 clusters
  Score: Raw -1599941.713939 + Penalty 3083.344630 = -1596858.369309
  nChanged 11
		SP:Iteration 27Q (21232.430000 sec): 3 clusters
  Score: Raw -1599942.461172 + Penalty 3083.344630 = -1596859.116542
  nChanged 4
		SP:Iteration 28Q (21232.670000 sec): 3 clusters
  Score: Raw -1599942.949917 + Penalty 3083.344630 = -1596859.605287
  nChanged 4
		SP:Iteration 29Q (21232.920000 sec): 3 clusters
  Score: Raw -1599943.471125 + Penalty 3083.344630 = -1596860.126495
  nChanged 4
		SP:Iteration 30Q (21233.140000 sec): 3 clusters
  Score: Raw -1599943.698580 + Penalty 3083.344630 = -1596860.353950
  nChanged 1
		SP:Iteration 31Q (21233.370000 sec): 3 clusters
  Score: Raw -1599943.723821 + Penalty 3083.344630 = -1596860.379191
  nChanged 2
		SP:Iteration 32Q (21233.580000 sec): 3 clusters
  Score: Raw -1599943.951967 + Penalty 3083.344630 = -1596860.607337
  nChanged 3
		SP:Iteration 33Q (21233.810000 sec): 3 clusters
  Score: Raw -1599944.125548 + Penalty 3083.344630 = -1596860.780918
  nChanged 4
		SP:Iteration 34Q (21234.010000 sec): 3 clusters
  Score: Raw -1599944.532972 + Penalty 3083.344630 = -1596861.188342
  nChanged 5
		SP:Iteration 35Q (21234.250000 sec): 3 clusters
  Score: Raw -1599944.855359 + Penalty 3083.344630 = -1596861.510729
  nChanged 3
		SP:Iteration 36Q (21234.470000 sec): 3 clusters
  Score: Raw -1599944.991633 + Penalty 3083.344630 = -1596861.647003
  nChanged 3
		SP:Iteration 37Q (21234.660000 sec): 3 clusters
  Score: Raw -1599945.192978 + Penalty 3083.344630 = -1596861.848348
  nChanged 3
		SP:Iteration 38Q (21234.900000 sec): 3 clusters
  Score: Raw -1599945.380208 + Penalty 3083.344630 = -1596862.035578
  nChanged 3
		SP:Iteration 39Q (21235.120000 sec): 3 clusters
  Score: Raw -1599945.548373 + Penalty 3083.344630 = -1596862.203743
  nChanged 1
		SP:Iteration 40F (21235.380000 sec): 3 clusters
  Score: Raw -1599945.643890 + Penalty 3083.344630 = -1596862.299261
  nChanged 3
		SP:Iteration 41Q (21235.620000 sec): 3 clusters
  Score: Raw -1599945.939952 + Penalty 3083.344630 = -1596862.595322
  nChanged 3
		SP:Iteration 42Q (21235.810000 sec): 3 clusters
  Score: Raw -1599946.435221 + Penalty 3083.344630 = -1596863.090591
  nChanged 5
		SP:Iteration 43Q (21236.040000 sec): 3 clusters
  Score: Raw -1599947.021001 + Penalty 3083.344630 = -1596863.676371
  nChanged 4
		SP:Iteration 44Q (21236.310000 sec): 3 clusters
  Score: Raw -1599947.470193 + Penalty 3083.344630 = -1596864.125563
  nChanged 7
		SP:Iteration 45Q (21236.510000 sec): 3 clusters
  Score: Raw -1599948.032120 + Penalty 3083.344630 = -1596864.687490
  nChanged 6
		SP:Iteration 46Q (21236.750000 sec): 3 clusters
  Score: Raw -1599948.669069 + Penalty 3083.344630 = -1596865.324439
  nChanged 7
		SP:Iteration 47Q (21237.010000 sec): 3 clusters
  Score: Raw -1599949.262351 + Penalty 3083.344630 = -1596865.917721
  nChanged 3
		SP:Iteration 48Q (21237.240000 sec): 3 clusters
  Score: Raw -1599949.453601 + Penalty 3083.344630 = -1596866.108971
  nChanged 2
		SP:Iteration 49Q (21237.430000 sec): 3 clusters
  Score: Raw -1599949.555011 + Penalty 3083.344630 = -1596866.210381
  nChanged 2
		SP:Iteration 50Q (21237.680000 sec): 3 clusters
  Score: Raw -1599949.717007 + Penalty 3083.344630 = -1596866.372377
  nChanged 1
		SP:Iteration 51Q (21237.890000 sec): 3 clusters
  Score: Raw -1599949.765007 + Penalty 3083.344630 = -1596866.420377
  nChanged 1
		SP:Iteration 52Q (21238.140000 sec): 3 clusters
  Score: Raw -1599949.793264 + Penalty 3083.344630 = -1596866.448634
  nChanged 0
		SP:Iteration 53F (21238.360000 sec): 3 clusters
  Score: Raw -1599949.793264 + Penalty 3083.344630 = -1596866.448634
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21238.460000 sec): 2 clusters
  Score: Raw -141499.672714 + Penalty 1153.082648 = -140346.590066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21238.660000 sec): 3 clusters
  Score: Raw -141055.002302 + Penalty 2306.165297 = -138748.837005
  nChanged 389
		SP:Iteration 1F (21238.830000 sec): 3 clusters
  Score: Raw -141334.067702 + Penalty 2306.165297 = -139027.902405
  nChanged 92
		SP:Iteration 2F (21238.970000 sec): 3 clusters
  Score: Raw -141411.507788 + Penalty 2306.165297 = -139105.342491
  nChanged 50
		SP:Iteration 3Q (21239.140000 sec): 3 clusters
  Score: Raw -141459.281274 + Penalty 2306.165297 = -139153.115977
  nChanged 30
		SP:Iteration 4Q (21239.360000 sec): 3 clusters
  Score: Raw -141488.853769 + Penalty 2306.165297 = -139182.688472
  nChanged 30
		SP:Iteration 5Q (21239.520000 sec): 3 clusters
  Score: Raw -141523.831516 + Penalty 2306.165297 = -139217.666219
  nChanged 35
		SP:Iteration 6Q (21239.740000 sec): 3 clusters
  Score: Raw -141556.622516 + Penalty 2306.165297 = -139250.457219
  nChanged 24
		SP:Iteration 7Q (21239.900000 sec): 3 clusters
  Score: Raw -141577.273157 + Penalty 2306.165297 = -139271.107860
  nChanged 17
		SP:Iteration 8Q (21240.120000 sec): 3 clusters
  Score: Raw -141593.485638 + Penalty 2306.165297 = -139287.320341
  nChanged 17
		SP:Iteration 9Q (21240.290000 sec): 3 clusters
  Score: Raw -141605.864592 + Penalty 2306.165297 = -139299.699295
  nChanged 17
		SP:Iteration 10Q (21240.460000 sec): 3 clusters
  Score: Raw -141619.881602 + Penalty 2306.165297 = -139313.716305
  nChanged 11
		SP:Iteration 11Q (21240.630000 sec): 3 clusters
  Score: Raw -141629.200041 + Penalty 2306.165297 = -139323.034745
  nChanged 6
		SP:Iteration 12Q (21240.820000 sec): 3 clusters
  Score: Raw -141633.098735 + Penalty 2306.165297 = -139326.933438
  nChanged 6
		SP:Iteration 13Q (21240.990000 sec): 3 clusters
  Score: Raw -141638.512286 + Penalty 2306.165297 = -139332.346989
  nChanged 12
		SP:Iteration 14Q (21241.180000 sec): 3 clusters
  Score: Raw -141646.974436 + Penalty 2306.165297 = -139340.809139
  nChanged 12
		SP:Iteration 15Q (21241.340000 sec): 3 clusters
  Score: Raw -141656.017153 + Penalty 2306.165297 = -139349.851857
  nChanged 13
		SP:Iteration 16Q (21241.540000 sec): 3 clusters
  Score: Raw -141668.115369 + Penalty 2306.165297 = -139361.950072
  nChanged 12
		SP:Iteration 17Q (21241.740000 sec): 3 clusters
  Score: Raw -141681.343161 + Penalty 2306.165297 = -139375.177864
  nChanged 13
		SP:Iteration 18Q (21241.890000 sec): 3 clusters
  Score: Raw -141692.324964 + Penalty 2306.165297 = -139386.159668
  nChanged 12
		SP:Iteration 19Q (21242.080000 sec): 3 clusters
  Score: Raw -141699.276993 + Penalty 2306.165297 = -139393.111696
  nChanged 7
		SP:Iteration 20F (21242.280000 sec): 3 clusters
  Score: Raw -141705.390178 + Penalty 2306.165297 = -139399.224881
  nChanged 10
		SP:Iteration 21Q (21242.440000 sec): 3 clusters
  Score: Raw -141717.872585 + Penalty 2306.165297 = -139411.707288
  nChanged 16
		SP:Iteration 22Q (21242.620000 sec): 3 clusters
  Score: Raw -141736.188686 + Penalty 2306.165297 = -139430.023389
  nChanged 20
		SP:Iteration 23Q (21242.800000 sec): 3 clusters
  Score: Raw -141754.121971 + Penalty 2306.165297 = -139447.956674
  nChanged 18
		SP:Iteration 24Q (21243.000000 sec): 3 clusters
  Score: Raw -141773.969614 + Penalty 2306.165297 = -139467.804317
  nChanged 17
		SP:Iteration 25Q (21243.200000 sec): 3 clusters
  Score: Raw -141793.780455 + Penalty 2306.165297 = -139487.615158
  nChanged 16
		SP:Iteration 26Q (21243.360000 sec): 3 clusters
  Score: Raw -141814.065282 + Penalty 2306.165297 = -139507.899985
  nChanged 20
		SP:Iteration 27Q (21243.590000 sec): 3 clusters
  Score: Raw -141849.806571 + Penalty 2306.165297 = -139543.641274
  nChanged 27
		SP:Iteration 28Q (21243.750000 sec): 3 clusters
  Score: Raw -141912.916460 + Penalty 2306.165297 = -139606.751163
  nChanged 35
		SP:Iteration 29Q (21243.910000 sec): 3 clusters
  Score: Raw -142006.246298 + Penalty 2306.165297 = -139700.081001
  nChanged 35
		SP:Iteration 30Q (21244.130000 sec): 3 clusters
  Score: Raw -142114.806847 + Penalty 2306.165297 = -139808.641551
  nChanged 29
		SP:Iteration 31Q (21244.320000 sec): 3 clusters
  Score: Raw -142200.082616 + Penalty 2306.165297 = -139893.917319
  nChanged 29
		SP:Iteration 32Q (21244.460000 sec): 3 clusters
  Score: Raw -142262.205912 + Penalty 2306.165297 = -139956.040615
  nChanged 19
		SP:Iteration 33Q (21244.630000 sec): 3 clusters
  Score: Raw -142293.637440 + Penalty 2306.165297 = -139987.472144
  nChanged 10
		SP:Iteration 34Q (21244.800000 sec): 3 clusters
  Score: Raw -142304.912676 + Penalty 2306.165297 = -139998.747380
  nChanged 3
		SP:Iteration 35Q (21244.990000 sec): 3 clusters
  Score: Raw -142307.245149 + Penalty 2306.165297 = -140001.079852
  nChanged 1
		SP:Iteration 36Q (21245.160000 sec): 3 clusters
  Score: Raw -142308.057531 + Penalty 2306.165297 = -140001.892234
  nChanged 0
		SP:Iteration 37F (21245.380000 sec): 3 clusters
  Score: Raw -142308.057531 + Penalty 2306.165297 = -140001.892234
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21245.480000 sec): 2 clusters
  Score: Raw -537619.563111 + Penalty 1377.274846 = -536242.288264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21245.640000 sec): 3 clusters
  Score: Raw -535193.411786 + Penalty 2754.549693 = -532438.862093
  nChanged 1958
		SP:Iteration 1F (21245.840000 sec): 3 clusters
  Score: Raw -536378.375517 + Penalty 2754.549693 = -533623.825824
  nChanged 415
		SP:Iteration 2F (21246.040000 sec): 3 clusters
  Score: Raw -536737.294917 + Penalty 2754.549693 = -533982.745224
  nChanged 353
		SP:Iteration 3F (21246.270000 sec): 3 clusters
  Score: Raw -537089.073452 + Penalty 2754.549693 = -534334.523759
  nChanged 336
		SP:Iteration 4F (21246.450000 sec): 3 clusters
  Score: Raw -537419.540681 + Penalty 2754.549693 = -534664.990988
  nChanged 297
		SP:Iteration 5F (21246.620000 sec): 3 clusters
  Score: Raw -537686.508609 + Penalty 2754.549693 = -534931.958916
  nChanged 276
		SP:Iteration 6F (21246.840000 sec): 3 clusters
  Score: Raw -537896.937810 + Penalty 2754.549693 = -535142.388117
  nChanged 191
		SP:Iteration 7Q (21247.040000 sec): 3 clusters
  Score: Raw -538037.350023 + Penalty 2754.549693 = -535282.800330
  nChanged 163
		SP:Iteration 8Q (21247.200000 sec): 3 clusters
  Score: Raw -538150.978213 + Penalty 2754.549693 = -535396.428521
  nChanged 137
		SP:Iteration 9Q (21247.400000 sec): 3 clusters
  Score: Raw -538227.127745 + Penalty 2754.549693 = -535472.578052
  nChanged 107
		SP:Iteration 10Q (21247.610000 sec): 3 clusters
  Score: Raw -538270.563582 + Penalty 2754.549693 = -535516.013889
  nChanged 61
		SP:Iteration 11Q (21247.780000 sec): 3 clusters
  Score: Raw -538289.076176 + Penalty 2754.549693 = -535534.526483
  nChanged 36
		SP:Iteration 12Q (21248.000000 sec): 3 clusters
  Score: Raw -538299.100713 + Penalty 2754.549693 = -535544.551021
  nChanged 32
		SP:Iteration 13Q (21248.220000 sec): 3 clusters
  Score: Raw -538309.348160 + Penalty 2754.549693 = -535554.798467
  nChanged 35
		SP:Iteration 14Q (21248.420000 sec): 3 clusters
  Score: Raw -538318.675106 + Penalty 2754.549693 = -535564.125414
  nChanged 30
		SP:Iteration 15Q (21248.610000 sec): 3 clusters
  Score: Raw -538325.693719 + Penalty 2754.549693 = -535571.144026
  nChanged 24
		SP:Iteration 16Q (21248.820000 sec): 3 clusters
  Score: Raw -538331.839744 + Penalty 2754.549693 = -535577.290051
  nChanged 19
		SP:Iteration 17Q (21249.030000 sec): 3 clusters
  Score: Raw -538336.181597 + Penalty 2754.549693 = -535581.631904
  nChanged 18
		SP:Iteration 18Q (21249.200000 sec): 3 clusters
  Score: Raw -538340.879111 + Penalty 2754.549693 = -535586.329419
  nChanged 11
		SP:Iteration 19Q (21249.410000 sec): 3 clusters
  Score: Raw -538344.273217 + Penalty 2754.549693 = -535589.723525
  nChanged 15
		SP:Iteration 20F (21249.600000 sec): 3 clusters
  Score: Raw -538348.165754 + Penalty 2754.549693 = -535593.616061
  nChanged 12
		SP:Iteration 21Q (21249.790000 sec): 3 clusters
  Score: Raw -538350.013769 + Penalty 2754.549693 = -535595.464076
  nChanged 10
		SP:Iteration 22Q (21250.000000 sec): 3 clusters
  Score: Raw -538353.802853 + Penalty 2754.549693 = -535599.253160
  nChanged 14
		SP:Iteration 23Q (21250.200000 sec): 3 clusters
  Score: Raw -538356.654472 + Penalty 2754.549693 = -535602.104779
  nChanged 7
		SP:Iteration 24Q (21250.350000 sec): 3 clusters
  Score: Raw -538359.062910 + Penalty 2754.549693 = -535604.513218
  nChanged 15
		SP:Iteration 25Q (21250.530000 sec): 3 clusters
  Score: Raw -538363.393852 + Penalty 2754.549693 = -535608.844159
  nChanged 16
		SP:Iteration 26Q (21250.730000 sec): 3 clusters
  Score: Raw -538368.291834 + Penalty 2754.549693 = -535613.742141
  nChanged 23
		SP:Iteration 27Q (21250.950000 sec): 3 clusters
  Score: Raw -538374.483323 + Penalty 2754.549693 = -535619.933630
  nChanged 25
		SP:Iteration 28Q (21251.150000 sec): 3 clusters
  Score: Raw -538379.850434 + Penalty 2754.549693 = -535625.300741
  nChanged 27
		SP:Iteration 29Q (21251.350000 sec): 3 clusters
  Score: Raw -538389.164230 + Penalty 2754.549693 = -535634.614537
  nChanged 30
		SP:Iteration 30Q (21251.530000 sec): 3 clusters
  Score: Raw -538399.549517 + Penalty 2754.549693 = -535644.999824
  nChanged 28
		SP:Iteration 31Q (21251.710000 sec): 3 clusters
  Score: Raw -538407.007807 + Penalty 2754.549693 = -535652.458114
  nChanged 25
		SP:Iteration 32Q (21251.940000 sec): 3 clusters
  Score: Raw -538416.565111 + Penalty 2754.549693 = -535662.015418
  nChanged 35
		SP:Iteration 33Q (21252.150000 sec): 3 clusters
  Score: Raw -538428.298820 + Penalty 2754.549693 = -535673.749127
  nChanged 34
		SP:Iteration 34Q (21252.320000 sec): 3 clusters
  Score: Raw -538441.092262 + Penalty 2754.549693 = -535686.542570
  nChanged 37
		SP:Iteration 35Q (21252.550000 sec): 3 clusters
  Score: Raw -538451.011297 + Penalty 2754.549693 = -535696.461605
  nChanged 24
		SP:Iteration 36Q (21252.750000 sec): 3 clusters
  Score: Raw -538458.912717 + Penalty 2754.549693 = -535704.363024
  nChanged 21
		SP:Iteration 37Q (21252.930000 sec): 3 clusters
  Score: Raw -538464.765361 + Penalty 2754.549693 = -535710.215669
  nChanged 17
		SP:Iteration 38Q (21253.130000 sec): 3 clusters
  Score: Raw -538468.790116 + Penalty 2754.549693 = -535714.240423
  nChanged 13
		SP:Iteration 39Q (21253.310000 sec): 3 clusters
  Score: Raw -538470.915736 + Penalty 2754.549693 = -535716.366043
  nChanged 8
		SP:Iteration 40F (21253.520000 sec): 3 clusters
  Score: Raw -538473.266869 + Penalty 2754.549693 = -535718.717176
  nChanged 12
		SP:Iteration 41Q (21253.750000 sec): 3 clusters
  Score: Raw -538477.149726 + Penalty 2754.549693 = -535722.600033
  nChanged 13
		SP:Iteration 42Q (21253.910000 sec): 3 clusters
  Score: Raw -538479.351848 + Penalty 2754.549693 = -535724.802156
  nChanged 6
		SP:Iteration 43Q (21254.080000 sec): 3 clusters
  Score: Raw -538481.230287 + Penalty 2754.549693 = -535726.680594
  nChanged 10
		SP:Iteration 44Q (21254.290000 sec): 3 clusters
  Score: Raw -538482.508753 + Penalty 2754.549693 = -535727.959060
  nChanged 1
		SP:Iteration 45Q (21254.470000 sec): 3 clusters
  Score: Raw -538482.778575 + Penalty 2754.549693 = -535728.228882
  nChanged 3
		SP:Iteration 46Q (21254.690000 sec): 3 clusters
  Score: Raw -538483.600349 + Penalty 2754.549693 = -535729.050656
  nChanged 6
		SP:Iteration 47Q (21254.870000 sec): 3 clusters
  Score: Raw -538484.589690 + Penalty 2754.549693 = -535730.039997
  nChanged 6
		SP:Iteration 48Q (21255.080000 sec): 3 clusters
  Score: Raw -538485.315579 + Penalty 2754.549693 = -535730.765887
  nChanged 4
		SP:Iteration 49Q (21255.280000 sec): 3 clusters
  Score: Raw -538485.770786 + Penalty 2754.549693 = -535731.221094
  nChanged 1
		SP:Iteration 50Q (21255.470000 sec): 3 clusters
  Score: Raw -538486.071479 + Penalty 2754.549693 = -535731.521786
  nChanged 1
		SP:Iteration 51Q (21255.680000 sec): 3 clusters
  Score: Raw -538486.188661 + Penalty 2754.549693 = -535731.638968
  nChanged 0
		SP:Iteration 52F (21255.830000 sec): 3 clusters
  Score: Raw -538486.188661 + Penalty 2754.549693 = -535731.638968
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21255.950000 sec): 2 clusters
  Score: Raw -142339.556074 + Penalty 1177.418948 = -141162.137126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21256.130000 sec): 3 clusters
  Score: Raw -141857.686101 + Penalty 2354.837897 = -139502.848204
  nChanged 473
		SP:Iteration 1F (21256.320000 sec): 3 clusters
  Score: Raw -142326.526471 + Penalty 2354.837897 = -139971.688574
  nChanged 131
		SP:Iteration 2F (21256.530000 sec): 3 clusters
  Score: Raw -142518.070915 + Penalty 2354.837897 = -140163.233018
  nChanged 104
		SP:Iteration 3F (21256.690000 sec): 3 clusters
  Score: Raw -142666.599809 + Penalty 2354.837897 = -140311.761912
  nChanged 56
		SP:Iteration 4Q (21256.890000 sec): 3 clusters
  Score: Raw -142749.104813 + Penalty 2354.837897 = -140394.266917
  nChanged 48
		SP:Iteration 5Q (21257.130000 sec): 3 clusters
  Score: Raw -142812.172289 + Penalty 2354.837897 = -140457.334392
  nChanged 39
		SP:Iteration 6Q (21257.310000 sec): 3 clusters
  Score: Raw -142853.866135 + Penalty 2354.837897 = -140499.028238
  nChanged 32
		SP:Iteration 7Q (21257.450000 sec): 3 clusters
  Score: Raw -142893.048459 + Penalty 2354.837897 = -140538.210563
  nChanged 29
		SP:Iteration 8Q (21257.650000 sec): 3 clusters
  Score: Raw -142934.171301 + Penalty 2354.837897 = -140579.333404
  nChanged 23
		SP:Iteration 9Q (21257.870000 sec): 3 clusters
  Score: Raw -142963.429468 + Penalty 2354.837897 = -140608.591571
  nChanged 18
		SP:Iteration 10Q (21258.060000 sec): 3 clusters
  Score: Raw -142979.494547 + Penalty 2354.837897 = -140624.656651
  nChanged 17
		SP:Iteration 11Q (21258.210000 sec): 3 clusters
  Score: Raw -142995.341322 + Penalty 2354.837897 = -140640.503425
  nChanged 17
		SP:Iteration 12Q (21258.350000 sec): 3 clusters
  Score: Raw -143016.797245 + Penalty 2354.837897 = -140661.959348
  nChanged 10
		SP:Iteration 13Q (21258.530000 sec): 3 clusters
  Score: Raw -143023.543373 + Penalty 2354.837897 = -140668.705476
  nChanged 6
		SP:Iteration 14Q (21258.750000 sec): 3 clusters
  Score: Raw -143027.713063 + Penalty 2354.837897 = -140672.875166
  nChanged 5
		SP:Iteration 15Q (21258.920000 sec): 3 clusters
  Score: Raw -143031.980238 + Penalty 2354.837897 = -140677.142341
  nChanged 4
		SP:Iteration 16Q (21259.100000 sec): 3 clusters
  Score: Raw -143037.638608 + Penalty 2354.837897 = -140682.800711
  nChanged 6
		SP:Iteration 17Q (21259.260000 sec): 3 clusters
  Score: Raw -143044.525333 + Penalty 2354.837897 = -140689.687436
  nChanged 11
		SP:Iteration 18Q (21259.450000 sec): 3 clusters
  Score: Raw -143054.702177 + Penalty 2354.837897 = -140699.864280
  nChanged 9
		SP:Iteration 19Q (21259.600000 sec): 3 clusters
  Score: Raw -143062.703075 + Penalty 2354.837897 = -140707.865178
  nChanged 7
		SP:Iteration 20F (21259.830000 sec): 3 clusters
  Score: Raw -143068.657556 + Penalty 2354.837897 = -140713.819659
  nChanged 9
		SP:Iteration 21Q (21260.010000 sec): 3 clusters
  Score: Raw -143075.050809 + Penalty 2354.837897 = -140720.212912
  nChanged 7
		SP:Iteration 22Q (21260.210000 sec): 3 clusters
  Score: Raw -143081.224844 + Penalty 2354.837897 = -140726.386947
  nChanged 7
		SP:Iteration 23Q (21260.370000 sec): 3 clusters
  Score: Raw -143086.466593 + Penalty 2354.837897 = -140731.628696
  nChanged 8
		SP:Iteration 24Q (21260.570000 sec): 3 clusters
  Score: Raw -143094.521071 + Penalty 2354.837897 = -140739.683174
  nChanged 9
		SP:Iteration 25Q (21260.720000 sec): 3 clusters
  Score: Raw -143102.108556 + Penalty 2354.837897 = -140747.270659
  nChanged 4
		SP:Iteration 26Q (21260.910000 sec): 3 clusters
  Score: Raw -143106.026904 + Penalty 2354.837897 = -140751.189007
  nChanged 8
		SP:Iteration 27Q (21261.100000 sec): 3 clusters
  Score: Raw -143114.448512 + Penalty 2354.837897 = -140759.610615
  nChanged 8
		SP:Iteration 28Q (21261.280000 sec): 3 clusters
  Score: Raw -143136.681694 + Penalty 2354.837897 = -140781.843797
  nChanged 11
		SP:Iteration 29Q (21261.460000 sec): 3 clusters
  Score: Raw -143165.788008 + Penalty 2354.837897 = -140810.950111
  nChanged 8
		SP:Iteration 30Q (21261.630000 sec): 3 clusters
  Score: Raw -143174.714428 + Penalty 2354.837897 = -140819.876532
  nChanged 6
		SP:Iteration 31Q (21261.800000 sec): 3 clusters
  Score: Raw -143179.219991 + Penalty 2354.837897 = -140824.382094
  nChanged 6
		SP:Iteration 32Q (21261.940000 sec): 3 clusters
  Score: Raw -143183.956368 + Penalty 2354.837897 = -140829.118471
  nChanged 4
		SP:Iteration 33Q (21262.100000 sec): 3 clusters
  Score: Raw -143187.094531 + Penalty 2354.837897 = -140832.256634
  nChanged 3
		SP:Iteration 34Q (21262.290000 sec): 3 clusters
  Score: Raw -143188.925673 + Penalty 2354.837897 = -140834.087776
  nChanged 4
		SP:Iteration 35Q (21262.450000 sec): 3 clusters
  Score: Raw -143192.768909 + Penalty 2354.837897 = -140837.931012
  nChanged 3
		SP:Iteration 36Q (21262.630000 sec): 3 clusters
  Score: Raw -143196.919864 + Penalty 2354.837897 = -140842.081967
  nChanged 4
		SP:Iteration 37Q (21262.820000 sec): 3 clusters
  Score: Raw -143200.000612 + Penalty 2354.837897 = -140845.162715
  nChanged 5
		SP:Iteration 38Q (21262.990000 sec): 3 clusters
  Score: Raw -143202.440008 + Penalty 2354.837897 = -140847.602111
  nChanged 4
		SP:Iteration 39Q (21263.150000 sec): 3 clusters
  Score: Raw -143207.020310 + Penalty 2354.837897 = -140852.182413
  nChanged 2
		SP:Iteration 40F (21263.370000 sec): 3 clusters
  Score: Raw -143209.983539 + Penalty 2354.837897 = -140855.145642
  nChanged 2
		SP:Iteration 41Q (21263.560000 sec): 3 clusters
  Score: Raw -143211.516666 + Penalty 2354.837897 = -140856.678769
  nChanged 1
		SP:Iteration 42Q (21263.720000 sec): 3 clusters
  Score: Raw -143211.808423 + Penalty 2354.837897 = -140856.970526
  nChanged 0
		SP:Iteration 43F (21263.900000 sec): 3 clusters
  Score: Raw -143211.808423 + Penalty 2354.837897 = -140856.970526
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21264.000000 sec): 2 clusters
  Score: Raw -134940.294286 + Penalty 1144.655346 = -133795.638940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21264.160000 sec): 3 clusters
  Score: Raw -134561.994433 + Penalty 2289.310692 = -132272.683741
  nChanged 391
		SP:Iteration 1F (21264.340000 sec): 3 clusters
  Score: Raw -134960.640134 + Penalty 2289.310692 = -132671.329442
  nChanged 119
		SP:Iteration 2F (21264.490000 sec): 3 clusters
  Score: Raw -135104.493292 + Penalty 2289.310692 = -132815.182600
  nChanged 67
		SP:Iteration 3F (21264.660000 sec): 3 clusters
  Score: Raw -135174.142189 + Penalty 2289.310692 = -132884.831497
  nChanged 45
		SP:Iteration 4Q (21264.840000 sec): 3 clusters
  Score: Raw -135230.400196 + Penalty 2289.310692 = -132941.089505
  nChanged 29
		SP:Iteration 5Q (21265.030000 sec): 3 clusters
  Score: Raw -135257.838879 + Penalty 2289.310692 = -132968.528187
  nChanged 22
		SP:Iteration 6Q (21265.190000 sec): 3 clusters
  Score: Raw -135281.162369 + Penalty 2289.310692 = -132991.851677
  nChanged 18
		SP:Iteration 7Q (21265.370000 sec): 3 clusters
  Score: Raw -135300.176051 + Penalty 2289.310692 = -133010.865360
  nChanged 17
		SP:Iteration 8Q (21265.540000 sec): 3 clusters
  Score: Raw -135313.695106 + Penalty 2289.310692 = -133024.384415
  nChanged 7
		SP:Iteration 9Q (21265.700000 sec): 3 clusters
  Score: Raw -135318.777045 + Penalty 2289.310692 = -133029.466353
  nChanged 7
		SP:Iteration 10Q (21265.870000 sec): 3 clusters
  Score: Raw -135324.868677 + Penalty 2289.310692 = -133035.557985
  nChanged 8
		SP:Iteration 11Q (21266.080000 sec): 3 clusters
  Score: Raw -135332.415444 + Penalty 2289.310692 = -133043.104753
  nChanged 13
		SP:Iteration 12Q (21266.230000 sec): 3 clusters
  Score: Raw -135342.357560 + Penalty 2289.310692 = -133053.046869
  nChanged 10
		SP:Iteration 13Q (21266.400000 sec): 3 clusters
  Score: Raw -135351.700928 + Penalty 2289.310692 = -133062.390237
  nChanged 11
		SP:Iteration 14Q (21266.620000 sec): 3 clusters
  Score: Raw -135362.164171 + Penalty 2289.310692 = -133072.853479
  nChanged 8
		SP:Iteration 15Q (21266.780000 sec): 3 clusters
  Score: Raw -135369.196545 + Penalty 2289.310692 = -133079.885854
  nChanged 5
		SP:Iteration 16Q (21266.940000 sec): 3 clusters
  Score: Raw -135372.330373 + Penalty 2289.310692 = -133083.019681
  nChanged 3
		SP:Iteration 17Q (21267.120000 sec): 3 clusters
  Score: Raw -135374.219919 + Penalty 2289.310692 = -133084.909227
  nChanged 5
		SP:Iteration 18Q (21267.300000 sec): 3 clusters
  Score: Raw -135378.170486 + Penalty 2289.310692 = -133088.859795
  nChanged 8
		SP:Iteration 19Q (21267.500000 sec): 3 clusters
  Score: Raw -135385.178867 + Penalty 2289.310692 = -133095.868175
  nChanged 4
		SP:Iteration 20F (21267.630000 sec): 3 clusters
  Score: Raw -135390.609365 + Penalty 2289.310692 = -133101.298673
  nChanged 5
		SP:Iteration 21Q (21267.830000 sec): 3 clusters
  Score: Raw -135395.224513 + Penalty 2289.310692 = -133105.913822
  nChanged 3
		SP:Iteration 22Q (21267.950000 sec): 3 clusters
  Score: Raw -135397.813967 + Penalty 2289.310692 = -133108.503275
  nChanged 2
		SP:Iteration 23Q (21268.100000 sec): 3 clusters
  Score: Raw -135399.638439 + Penalty 2289.310692 = -133110.327748
  nChanged 2
		SP:Iteration 24Q (21268.260000 sec): 3 clusters
  Score: Raw -135401.398783 + Penalty 2289.310692 = -133112.088091
  nChanged 1
		SP:Iteration 25Q (21268.480000 sec): 3 clusters
  Score: Raw -135403.003582 + Penalty 2289.310692 = -133113.692890
  nChanged 3
		SP:Iteration 26Q (21268.650000 sec): 3 clusters
  Score: Raw -135405.249490 + Penalty 2289.310692 = -133115.938798
  nChanged 2
		SP:Iteration 27Q (21268.810000 sec): 3 clusters
  Score: Raw -135407.200308 + Penalty 2289.310692 = -133117.889616
  nChanged 0
		SP:Iteration 28F (21268.970000 sec): 3 clusters
  Score: Raw -135407.200308 + Penalty 2289.310692 = -133117.889616
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21269.080000 sec): 2 clusters
  Score: Raw -729938.461608 + Penalty 1417.551529 = -728520.910079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21269.270000 sec): 3 clusters
  Score: Raw -726657.139260 + Penalty 2835.103057 = -723822.036203
  nChanged 2552
		SP:Iteration 1F (21269.460000 sec): 3 clusters
  Score: Raw -728090.636847 + Penalty 2835.103057 = -725255.533789
  nChanged 427
		SP:Iteration 2F (21269.700000 sec): 3 clusters
  Score: Raw -728346.752359 + Penalty 2835.103057 = -725511.649302
  nChanged 335
		SP:Iteration 3F (21269.890000 sec): 3 clusters
  Score: Raw -728510.941840 + Penalty 2835.103057 = -725675.838783
  nChanged 287
		SP:Iteration 4Q (21270.120000 sec): 3 clusters
  Score: Raw -728643.572008 + Penalty 2835.103057 = -725808.468951
  nChanged 235
		SP:Iteration 5Q (21270.320000 sec): 3 clusters
  Score: Raw -728763.200489 + Penalty 2835.103057 = -725928.097432
  nChanged 220
		SP:Iteration 6Q (21270.490000 sec): 3 clusters
  Score: Raw -728866.540571 + Penalty 2835.103057 = -726031.437514
  nChanged 219
		SP:Iteration 7Q (21270.680000 sec): 3 clusters
  Score: Raw -728976.365624 + Penalty 2835.103057 = -726141.262567
  nChanged 207
		SP:Iteration 8Q (21270.920000 sec): 3 clusters
  Score: Raw -729079.683589 + Penalty 2835.103057 = -726244.580532
  nChanged 193
		SP:Iteration 9Q (21271.100000 sec): 3 clusters
  Score: Raw -729181.633861 + Penalty 2835.103057 = -726346.530804
  nChanged 203
		SP:Iteration 10Q (21271.350000 sec): 3 clusters
  Score: Raw -729297.071486 + Penalty 2835.103057 = -726461.968429
  nChanged 195
		SP:Iteration 11Q (21271.530000 sec): 3 clusters
  Score: Raw -729407.442753 + Penalty 2835.103057 = -726572.339696
  nChanged 197
		SP:Iteration 12Q (21271.740000 sec): 3 clusters
  Score: Raw -729533.672541 + Penalty 2835.103057 = -726698.569484
  nChanged 184
		SP:Iteration 13Q (21271.910000 sec): 3 clusters
  Score: Raw -729670.909835 + Penalty 2835.103057 = -726835.806778
  nChanged 195
		SP:Iteration 14Q (21272.140000 sec): 3 clusters
  Score: Raw -729812.187739 + Penalty 2835.103057 = -726977.084682
  nChanged 145
		SP:Iteration 15Q (21272.360000 sec): 3 clusters
  Score: Raw -729914.493667 + Penalty 2835.103057 = -727079.390610
  nChanged 125
		SP:Iteration 16Q (21272.540000 sec): 3 clusters
  Score: Raw -730006.608618 + Penalty 2835.103057 = -727171.505561
  nChanged 85
		SP:Iteration 17Q (21272.750000 sec): 3 clusters
  Score: Raw -730069.523143 + Penalty 2835.103057 = -727234.420085
  nChanged 72
		SP:Iteration 18Q (21272.970000 sec): 3 clusters
  Score: Raw -730118.255725 + Penalty 2835.103057 = -727283.152668
  nChanged 57
		SP:Iteration 19Q (21273.160000 sec): 3 clusters
  Score: Raw -730155.402542 + Penalty 2835.103057 = -727320.299485
  nChanged 35
		SP:Iteration 20F (21273.350000 sec): 3 clusters
  Score: Raw -730181.127399 + Penalty 2835.103057 = -727346.024342
  nChanged 34
		SP:Iteration 21Q (21273.550000 sec): 3 clusters
  Score: Raw -730206.645360 + Penalty 2835.103057 = -727371.542303
  nChanged 24
		SP:Iteration 22Q (21273.720000 sec): 3 clusters
  Score: Raw -730226.689133 + Penalty 2835.103057 = -727391.586076
  nChanged 22
		SP:Iteration 23Q (21273.960000 sec): 3 clusters
  Score: Raw -730244.225804 + Penalty 2835.103057 = -727409.122747
  nChanged 24
		SP:Iteration 24Q (21274.140000 sec): 3 clusters
  Score: Raw -730267.367623 + Penalty 2835.103057 = -727432.264566
  nChanged 24
		SP:Iteration 25Q (21274.310000 sec): 3 clusters
  Score: Raw -730291.102385 + Penalty 2835.103057 = -727455.999328
  nChanged 20
		SP:Iteration 26Q (21274.520000 sec): 3 clusters
  Score: Raw -730308.969498 + Penalty 2835.103057 = -727473.866441
  nChanged 18
		SP:Iteration 27Q (21274.780000 sec): 3 clusters
  Score: Raw -730326.433141 + Penalty 2835.103057 = -727491.330083
  nChanged 18
		SP:Iteration 28Q (21274.940000 sec): 3 clusters
  Score: Raw -730342.003597 + Penalty 2835.103057 = -727506.900540
  nChanged 9
		SP:Iteration 29Q (21275.140000 sec): 3 clusters
  Score: Raw -730348.919943 + Penalty 2835.103057 = -727513.816886
  nChanged 3
		SP:Iteration 30Q (21275.360000 sec): 3 clusters
  Score: Raw -730351.639555 + Penalty 2835.103057 = -727516.536498
  nChanged 3
		SP:Iteration 31Q (21275.550000 sec): 3 clusters
  Score: Raw -730354.585317 + Penalty 2835.103057 = -727519.482260
  nChanged 5
		SP:Iteration 32Q (21275.760000 sec): 3 clusters
  Score: Raw -730357.268562 + Penalty 2835.103057 = -727522.165505
  nChanged 1
		SP:Iteration 33Q (21275.970000 sec): 3 clusters
  Score: Raw -730358.340892 + Penalty 2835.103057 = -727523.237835
  nChanged 1
		SP:Iteration 34Q (21276.190000 sec): 3 clusters
  Score: Raw -730359.910131 + Penalty 2835.103057 = -727524.807073
  nChanged 3
		SP:Iteration 35Q (21276.410000 sec): 3 clusters
  Score: Raw -730361.915973 + Penalty 2835.103057 = -727526.812916
  nChanged 2
		SP:Iteration 36Q (21276.600000 sec): 3 clusters
  Score: Raw -730363.642629 + Penalty 2835.103057 = -727528.539572
  nChanged 0
		SP:Iteration 37F (21276.810000 sec): 3 clusters
  Score: Raw -730363.642629 + Penalty 2835.103057 = -727528.539572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21276.950000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21277.110000 sec): 3 clusters
  Score: Raw -163225.419848 + Penalty 2361.945764 = -160863.474084
  nChanged 495
		SP:Iteration 1F (21277.290000 sec): 3 clusters
  Score: Raw -163591.919153 + Penalty 2361.945764 = -161229.973389
  nChanged 141
		SP:Iteration 2F (21277.500000 sec): 3 clusters
  Score: Raw -163767.430125 + Penalty 2361.945764 = -161405.484361
  nChanged 111
		SP:Iteration 3F (21277.690000 sec): 3 clusters
  Score: Raw -163932.095169 + Penalty 2361.945764 = -161570.149405
  nChanged 90
		SP:Iteration 4F (21277.860000 sec): 3 clusters
  Score: Raw -164067.241263 + Penalty 2361.945764 = -161705.295498
  nChanged 80
		SP:Iteration 5F (21278.040000 sec): 3 clusters
  Score: Raw -164226.567887 + Penalty 2361.945764 = -161864.622123
  nChanged 71
		SP:Iteration 6Q (21278.220000 sec): 3 clusters
  Score: Raw -164371.555321 + Penalty 2361.945764 = -162009.609557
  nChanged 50
		SP:Iteration 7Q (21278.410000 sec): 3 clusters
  Score: Raw -164472.391766 + Penalty 2361.945764 = -162110.446002
  nChanged 33
		SP:Iteration 8Q (21278.560000 sec): 3 clusters
  Score: Raw -164522.721468 + Penalty 2361.945764 = -162160.775704
  nChanged 20
		SP:Iteration 9Q (21278.740000 sec): 3 clusters
  Score: Raw -164545.347149 + Penalty 2361.945764 = -162183.401385
  nChanged 17
		SP:Iteration 10Q (21278.950000 sec): 3 clusters
  Score: Raw -164556.859506 + Penalty 2361.945764 = -162194.913742
  nChanged 2
		SP:Iteration 11Q (21279.110000 sec): 3 clusters
  Score: Raw -164557.680883 + Penalty 2361.945764 = -162195.735119
  nChanged 2
		SP:Iteration 12Q (21279.350000 sec): 3 clusters
  Score: Raw -164558.899709 + Penalty 2361.945764 = -162196.953945
  nChanged 2
		SP:Iteration 13Q (21279.520000 sec): 3 clusters
  Score: Raw -164559.586136 + Penalty 2361.945764 = -162197.640372
  nChanged 0
		SP:Iteration 14F (21279.730000 sec): 3 clusters
  Score: Raw -164559.586136 + Penalty 2361.945764 = -162197.640372
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21279.850000 sec): 2 clusters
  Score: Raw -1456487.198824 + Penalty 1528.419817 = -1454958.779007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21280.100000 sec): 3 clusters
  Score: Raw -1449392.766806 + Penalty 3056.839635 = -1446335.927171
  nChanged 5361
		SP:Iteration 1F (21280.370000 sec): 3 clusters
  Score: Raw -1452291.526944 + Penalty 3056.839635 = -1449234.687309
  nChanged 648
		SP:Iteration 2F (21280.600000 sec): 3 clusters
  Score: Raw -1452533.799474 + Penalty 3056.839635 = -1449476.959840
  nChanged 581
		SP:Iteration 3Q (21280.810000 sec): 3 clusters
  Score: Raw -1452749.620486 + Penalty 3056.839635 = -1449692.780851
  nChanged 493
		SP:Iteration 4Q (21281.060000 sec): 3 clusters
  Score: Raw -1452925.642892 + Penalty 3056.839635 = -1449868.803257
  nChanged 495
		SP:Iteration 5Q (21281.300000 sec): 3 clusters
  Score: Raw -1453129.148342 + Penalty 3056.839635 = -1450072.308708
  nChanged 538
		SP:Iteration 6Q (21281.500000 sec): 3 clusters
  Score: Raw -1453387.030112 + Penalty 3056.839635 = -1450330.190477
  nChanged 587
		SP:Iteration 7Q (21281.750000 sec): 3 clusters
  Score: Raw -1453719.536280 + Penalty 3056.839635 = -1450662.696646
  nChanged 701
		SP:Iteration 8F (21281.970000 sec): 3 clusters
  Score: Raw -1454167.500704 + Penalty 3056.839635 = -1451110.661069
  nChanged 700
		SP:Iteration 9F (21282.200000 sec): 3 clusters
  Score: Raw -1454659.550643 + Penalty 3056.839635 = -1451602.711008
  nChanged 670
		SP:Iteration 10F (21282.440000 sec): 3 clusters
  Score: Raw -1455192.866879 + Penalty 3056.839635 = -1452136.027245
  nChanged 607
		SP:Iteration 11Q (21282.680000 sec): 3 clusters
  Score: Raw -1455731.928506 + Penalty 3056.839635 = -1452675.088872
  nChanged 487
		SP:Iteration 12Q (21282.900000 sec): 3 clusters
  Score: Raw -1456172.347621 + Penalty 3056.839635 = -1453115.507986
  nChanged 318
		SP:Iteration 13Q (21283.120000 sec): 3 clusters
  Score: Raw -1456444.859779 + Penalty 3056.839635 = -1453388.020145
  nChanged 174
		SP:Iteration 14Q (21283.400000 sec): 3 clusters
  Score: Raw -1456601.517519 + Penalty 3056.839635 = -1453544.677884
  nChanged 104
		SP:Iteration 15Q (21283.600000 sec): 3 clusters
  Score: Raw -1456692.659664 + Penalty 3056.839635 = -1453635.820029
  nChanged 56
		SP:Iteration 16Q (21283.810000 sec): 3 clusters
  Score: Raw -1456741.480450 + Penalty 3056.839635 = -1453684.640815
  nChanged 35
		SP:Iteration 17Q (21284.070000 sec): 3 clusters
  Score: Raw -1456770.511072 + Penalty 3056.839635 = -1453713.671437
  nChanged 31
		SP:Iteration 18Q (21284.270000 sec): 3 clusters
  Score: Raw -1456793.762117 + Penalty 3056.839635 = -1453736.922483
  nChanged 14
		SP:Iteration 19Q (21284.470000 sec): 3 clusters
  Score: Raw -1456804.273616 + Penalty 3056.839635 = -1453747.433982
  nChanged 18
		SP:Iteration 20F (21284.670000 sec): 3 clusters
  Score: Raw -1456819.062230 + Penalty 3056.839635 = -1453762.222596
  nChanged 21
		SP:Iteration 21Q (21284.920000 sec): 3 clusters
  Score: Raw -1456834.756407 + Penalty 3056.839635 = -1453777.916772
  nChanged 16
		SP:Iteration 22Q (21285.140000 sec): 3 clusters
  Score: Raw -1456848.515039 + Penalty 3056.839635 = -1453791.675405
  nChanged 13
		SP:Iteration 23Q (21285.300000 sec): 3 clusters
  Score: Raw -1456858.526030 + Penalty 3056.839635 = -1453801.686395
  nChanged 9
		SP:Iteration 24Q (21285.540000 sec): 3 clusters
  Score: Raw -1456863.133626 + Penalty 3056.839635 = -1453806.293991
  nChanged 5
		SP:Iteration 25Q (21285.750000 sec): 3 clusters
  Score: Raw -1456867.409323 + Penalty 3056.839635 = -1453810.569688
  nChanged 5
		SP:Iteration 26Q (21285.990000 sec): 3 clusters
  Score: Raw -1456870.076813 + Penalty 3056.839635 = -1453813.237179
  nChanged 6
		SP:Iteration 27Q (21286.200000 sec): 3 clusters
  Score: Raw -1456875.294506 + Penalty 3056.839635 = -1453818.454872
  nChanged 6
		SP:Iteration 28Q (21286.420000 sec): 3 clusters
  Score: Raw -1456880.209862 + Penalty 3056.839635 = -1453823.370227
  nChanged 6
		SP:Iteration 29Q (21286.630000 sec): 3 clusters
  Score: Raw -1456886.269955 + Penalty 3056.839635 = -1453829.430320
  nChanged 8
		SP:Iteration 30Q (21286.850000 sec): 3 clusters
  Score: Raw -1456890.297938 + Penalty 3056.839635 = -1453833.458303
  nChanged 4
		SP:Iteration 31Q (21287.040000 sec): 3 clusters
  Score: Raw -1456892.299455 + Penalty 3056.839635 = -1453835.459821
  nChanged 6
		SP:Iteration 32Q (21287.230000 sec): 3 clusters
  Score: Raw -1456897.511797 + Penalty 3056.839635 = -1453840.672162
  nChanged 11
		SP:Iteration 33Q (21287.460000 sec): 3 clusters
  Score: Raw -1456907.066957 + Penalty 3056.839635 = -1453850.227322
  nChanged 9
		SP:Iteration 34Q (21287.690000 sec): 3 clusters
  Score: Raw -1456913.698130 + Penalty 3056.839635 = -1453856.858496
  nChanged 7
		SP:Iteration 35Q (21287.910000 sec): 3 clusters
  Score: Raw -1456918.249162 + Penalty 3056.839635 = -1453861.409527
  nChanged 2
		SP:Iteration 36Q (21288.170000 sec): 3 clusters
  Score: Raw -1456919.428302 + Penalty 3056.839635 = -1453862.588667
  nChanged 1
		SP:Iteration 37Q (21288.380000 sec): 3 clusters
  Score: Raw -1456920.472931 + Penalty 3056.839635 = -1453863.633296
  nChanged 2
		SP:Iteration 38Q (21288.620000 sec): 3 clusters
  Score: Raw -1456922.113105 + Penalty 3056.839635 = -1453865.273470
  nChanged 3
		SP:Iteration 39Q (21288.820000 sec): 3 clusters
  Score: Raw -1456924.879828 + Penalty 3056.839635 = -1453868.040193
  nChanged 3
		SP:Iteration 40F (21289.020000 sec): 3 clusters
  Score: Raw -1456928.250396 + Penalty 3056.839635 = -1453871.410761
  nChanged 8
		SP:Iteration 41Q (21289.260000 sec): 3 clusters
  Score: Raw -1456934.995202 + Penalty 3056.839635 = -1453878.155567
  nChanged 8
		SP:Iteration 42Q (21289.520000 sec): 3 clusters
  Score: Raw -1456945.466808 + Penalty 3056.839635 = -1453888.627174
  nChanged 8
		SP:Iteration 43Q (21289.730000 sec): 3 clusters
  Score: Raw -1456951.600688 + Penalty 3056.839635 = -1453894.761053
  nChanged 8
		SP:Iteration 44Q (21290.000000 sec): 3 clusters
  Score: Raw -1456961.739245 + Penalty 3056.839635 = -1453904.899610
  nChanged 13
		SP:Iteration 45Q (21290.170000 sec): 3 clusters
  Score: Raw -1456974.645798 + Penalty 3056.839635 = -1453917.806163
  nChanged 17
		SP:Iteration 46Q (21290.410000 sec): 3 clusters
  Score: Raw -1456994.509876 + Penalty 3056.839635 = -1453937.670241
  nChanged 21
		SP:Iteration 47Q (21290.620000 sec): 3 clusters
  Score: Raw -1457012.124074 + Penalty 3056.839635 = -1453955.284440
  nChanged 18
		SP:Iteration 48Q (21290.830000 sec): 3 clusters
  Score: Raw -1457027.882232 + Penalty 3056.839635 = -1453971.042597
  nChanged 17
		SP:Iteration 49Q (21291.040000 sec): 3 clusters
  Score: Raw -1457043.048498 + Penalty 3056.839635 = -1453986.208863
  nChanged 10
		SP:Iteration 50Q (21291.260000 sec): 3 clusters
  Score: Raw -1457051.191327 + Penalty 3056.839635 = -1453994.351692
  nChanged 10
		SP:Iteration 51Q (21291.470000 sec): 3 clusters
  Score: Raw -1457060.129867 + Penalty 3056.839635 = -1454003.290232
  nChanged 9
		SP:Iteration 52Q (21291.670000 sec): 3 clusters
  Score: Raw -1457065.114581 + Penalty 3056.839635 = -1454008.274946
  nChanged 7
		SP:Iteration 53Q (21291.870000 sec): 3 clusters
  Score: Raw -1457071.157002 + Penalty 3056.839635 = -1454014.317367
  nChanged 8
		SP:Iteration 54Q (21292.100000 sec): 3 clusters
  Score: Raw -1457080.401768 + Penalty 3056.839635 = -1454023.562133
  nChanged 11
		SP:Iteration 55Q (21292.290000 sec): 3 clusters
  Score: Raw -1457091.101722 + Penalty 3056.839635 = -1454034.262088
  nChanged 8
		SP:Iteration 56Q (21292.510000 sec): 3 clusters
  Score: Raw -1457098.584095 + Penalty 3056.839635 = -1454041.744460
  nChanged 6
		SP:Iteration 57Q (21292.760000 sec): 3 clusters
  Score: Raw -1457102.399125 + Penalty 3056.839635 = -1454045.559491
  nChanged 2
		SP:Iteration 58Q (21292.940000 sec): 3 clusters
  Score: Raw -1457103.466529 + Penalty 3056.839635 = -1454046.626895
  nChanged 3
		SP:Iteration 59Q (21293.170000 sec): 3 clusters
  Score: Raw -1457105.797262 + Penalty 3056.839635 = -1454048.957627
  nChanged 6
		SP:Iteration 60F (21293.360000 sec): 3 clusters
  Score: Raw -1457110.578023 + Penalty 3056.839635 = -1454053.738389
  nChanged 4
		SP:Iteration 61Q (21293.590000 sec): 3 clusters
  Score: Raw -1457113.138325 + Penalty 3056.839635 = -1454056.298690
  nChanged 4
		SP:Iteration 62Q (21293.800000 sec): 3 clusters
  Score: Raw -1457115.727189 + Penalty 3056.839635 = -1454058.887554
  nChanged 3
		SP:Iteration 63Q (21293.990000 sec): 3 clusters
  Score: Raw -1457117.064138 + Penalty 3056.839635 = -1454060.224504
  nChanged 3
		SP:Iteration 64Q (21294.250000 sec): 3 clusters
  Score: Raw -1457118.991968 + Penalty 3056.839635 = -1454062.152333
  nChanged 1
		SP:Iteration 65Q (21294.450000 sec): 3 clusters
  Score: Raw -1457119.431959 + Penalty 3056.839635 = -1454062.592325
  nChanged 0
		SP:Iteration 66F (21294.680000 sec): 3 clusters
  Score: Raw -1457119.431959 + Penalty 3056.839635 = -1454062.592325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21294.800000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21294.950000 sec): 3 clusters
  Score: Raw -100015.649476 + Penalty 2211.139209 = -97804.510267
  nChanged 248
		SP:Iteration 1F (21295.170000 sec): 3 clusters
  Score: Raw -100265.306401 + Penalty 2211.139209 = -98054.167192
  nChanged 77
		SP:Iteration 2F (21295.310000 sec): 3 clusters
  Score: Raw -100393.421497 + Penalty 2211.139209 = -98182.282288
  nChanged 52
		SP:Iteration 3F (21295.480000 sec): 3 clusters
  Score: Raw -100478.945274 + Penalty 2211.139209 = -98267.806065
  nChanged 33
		SP:Iteration 4Q (21295.650000 sec): 3 clusters
  Score: Raw -100531.514803 + Penalty 2211.139209 = -98320.375594
  nChanged 35
		SP:Iteration 5Q (21295.830000 sec): 3 clusters
  Score: Raw -100598.781978 + Penalty 2211.139209 = -98387.642769
  nChanged 36
		SP:Iteration 6Q (21295.990000 sec): 3 clusters
  Score: Raw -100670.087965 + Penalty 2211.139209 = -98458.948757
  nChanged 28
		SP:Iteration 7Q (21296.160000 sec): 3 clusters
  Score: Raw -100727.591236 + Penalty 2211.139209 = -98516.452028
  nChanged 21
		SP:Iteration 8Q (21296.340000 sec): 3 clusters
  Score: Raw -100759.780151 + Penalty 2211.139209 = -98548.640943
  nChanged 11
		SP:Iteration 9Q (21296.490000 sec): 3 clusters
  Score: Raw -100782.581602 + Penalty 2211.139209 = -98571.442394
  nChanged 13
		SP:Iteration 10Q (21296.660000 sec): 3 clusters
  Score: Raw -100799.731287 + Penalty 2211.139209 = -98588.592078
  nChanged 8
		SP:Iteration 11Q (21296.820000 sec): 3 clusters
  Score: Raw -100814.617395 + Penalty 2211.139209 = -98603.478187
  nChanged 4
		SP:Iteration 12Q (21297.000000 sec): 3 clusters
  Score: Raw -100821.441162 + Penalty 2211.139209 = -98610.301953
  nChanged 3
		SP:Iteration 13Q (21297.190000 sec): 3 clusters
  Score: Raw -100825.335228 + Penalty 2211.139209 = -98614.196019
  nChanged 2
		SP:Iteration 14Q (21297.350000 sec): 3 clusters
  Score: Raw -100826.118504 + Penalty 2211.139209 = -98614.979296
  nChanged 0
		SP:Iteration 15F (21297.470000 sec): 3 clusters
  Score: Raw -100826.118504 + Penalty 2211.139209 = -98614.979296
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (7782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21297.590000 sec): 2 clusters
  Score: Raw -902777.220594 + Penalty 1455.929906 = -901321.290688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21297.810000 sec): 3 clusters
  Score: Raw -898480.335807 + Penalty 2911.859812 = -895568.475995
  nChanged 3313
		SP:Iteration 1F (21297.990000 sec): 3 clusters
  Score: Raw -900443.095149 + Penalty 2911.859812 = -897531.235337
  nChanged 582
		SP:Iteration 2F (21298.210000 sec): 3 clusters
  Score: Raw -900838.269104 + Penalty 2911.859812 = -897926.409291
  nChanged 499
		SP:Iteration 3F (21298.430000 sec): 3 clusters
  Score: Raw -901148.524478 + Penalty 2911.859812 = -898236.664666
  nChanged 433
		SP:Iteration 4F (21298.620000 sec): 3 clusters
  Score: Raw -901405.907468 + Penalty 2911.859812 = -898494.047655
  nChanged 380
		SP:Iteration 5Q (21298.840000 sec): 3 clusters
  Score: Raw -901658.734406 + Penalty 2911.859812 = -898746.874594
  nChanged 397
		SP:Iteration 6F (21299.010000 sec): 3 clusters
  Score: Raw -901930.630289 + Penalty 2911.859812 = -899018.770477
  nChanged 370
		SP:Iteration 7Q (21299.270000 sec): 3 clusters
  Score: Raw -902176.108126 + Penalty 2911.859812 = -899264.248314
  nChanged 369
		SP:Iteration 8Q (21299.460000 sec): 3 clusters
  Score: Raw -902443.662124 + Penalty 2911.859812 = -899531.802312
  nChanged 339
		SP:Iteration 9Q (21299.690000 sec): 3 clusters
  Score: Raw -902657.498751 + Penalty 2911.859812 = -899745.638939
  nChanged 291
		SP:Iteration 10Q (21299.870000 sec): 3 clusters
  Score: Raw -902803.820322 + Penalty 2911.859812 = -899891.960510
  nChanged 215
		SP:Iteration 11Q (21300.030000 sec): 3 clusters
  Score: Raw -902896.227097 + Penalty 2911.859812 = -899984.367285
  nChanged 166
		SP:Iteration 12Q (21300.230000 sec): 3 clusters
  Score: Raw -902976.793807 + Penalty 2911.859812 = -900064.933995
  nChanged 144
		SP:Iteration 13Q (21300.450000 sec): 3 clusters
  Score: Raw -903030.342721 + Penalty 2911.859812 = -900118.482909
  nChanged 102
		SP:Iteration 14Q (21300.660000 sec): 3 clusters
  Score: Raw -903069.976898 + Penalty 2911.859812 = -900158.117086
  nChanged 87
		SP:Iteration 15Q (21300.910000 sec): 3 clusters
  Score: Raw -903099.464141 + Penalty 2911.859812 = -900187.604328
  nChanged 70
		SP:Iteration 16Q (21301.110000 sec): 3 clusters
  Score: Raw -903119.521329 + Penalty 2911.859812 = -900207.661516
  nChanged 56
		SP:Iteration 17Q (21301.320000 sec): 3 clusters
  Score: Raw -903133.196565 + Penalty 2911.859812 = -900221.336752
  nChanged 44
		SP:Iteration 18Q (21301.520000 sec): 3 clusters
  Score: Raw -903148.209676 + Penalty 2911.859812 = -900236.349864
  nChanged 46
		SP:Iteration 19Q (21301.710000 sec): 3 clusters
  Score: Raw -903160.543872 + Penalty 2911.859812 = -900248.684060
  nChanged 45
		SP:Iteration 20F (21301.930000 sec): 3 clusters
  Score: Raw -903171.687901 + Penalty 2911.859812 = -900259.828089
  nChanged 41
		SP:Iteration 21Q (21302.150000 sec): 3 clusters
  Score: Raw -903183.624773 + Penalty 2911.859812 = -900271.764961
  nChanged 36
		SP:Iteration 22Q (21302.350000 sec): 3 clusters
  Score: Raw -903198.164339 + Penalty 2911.859812 = -900286.304527
  nChanged 49
		SP:Iteration 23Q (21302.530000 sec): 3 clusters
  Score: Raw -903215.641506 + Penalty 2911.859812 = -900303.781694
  nChanged 56
		SP:Iteration 24Q (21302.740000 sec): 3 clusters
  Score: Raw -903234.718065 + Penalty 2911.859812 = -900322.858253
  nChanged 52
		SP:Iteration 25Q (21302.930000 sec): 3 clusters
  Score: Raw -903251.072771 + Penalty 2911.859812 = -900339.212958
  nChanged 52
		SP:Iteration 26Q (21303.160000 sec): 3 clusters
  Score: Raw -903266.342888 + Penalty 2911.859812 = -900354.483075
  nChanged 46
		SP:Iteration 27Q (21303.390000 sec): 3 clusters
  Score: Raw -903279.718351 + Penalty 2911.859812 = -900367.858538
  nChanged 49
		SP:Iteration 28Q (21303.570000 sec): 3 clusters
  Score: Raw -903297.355923 + Penalty 2911.859812 = -900385.496110
  nChanged 57
		SP:Iteration 29Q (21303.780000 sec): 3 clusters
  Score: Raw -903316.608701 + Penalty 2911.859812 = -900404.748888
  nChanged 54
		SP:Iteration 30Q (21303.970000 sec): 3 clusters
  Score: Raw -903335.921938 + Penalty 2911.859812 = -900424.062125
  nChanged 58
		SP:Iteration 31Q (21304.140000 sec): 3 clusters
  Score: Raw -903356.963216 + Penalty 2911.859812 = -900445.103403
  nChanged 58
		SP:Iteration 32Q (21304.330000 sec): 3 clusters
  Score: Raw -903377.880649 + Penalty 2911.859812 = -900466.020837
  nChanged 61
		SP:Iteration 33Q (21304.540000 sec): 3 clusters
  Score: Raw -903399.311522 + Penalty 2911.859812 = -900487.451710
  nChanged 60
		SP:Iteration 34Q (21304.730000 sec): 3 clusters
  Score: Raw -903422.069300 + Penalty 2911.859812 = -900510.209487
  nChanged 69
		SP:Iteration 35Q (21304.900000 sec): 3 clusters
  Score: Raw -903449.075471 + Penalty 2911.859812 = -900537.215659
  nChanged 81
		SP:Iteration 36Q (21305.120000 sec): 3 clusters
  Score: Raw -903477.501510 + Penalty 2911.859812 = -900565.641697
  nChanged 83
		SP:Iteration 37Q (21305.270000 sec): 3 clusters
  Score: Raw -903511.510339 + Penalty 2911.859812 = -900599.650526
  nChanged 82
		SP:Iteration 38Q (21305.500000 sec): 3 clusters
  Score: Raw -903548.509772 + Penalty 2911.859812 = -900636.649960
  nChanged 85
		SP:Iteration 39Q (21305.680000 sec): 3 clusters
  Score: Raw -903587.594220 + Penalty 2911.859812 = -900675.734408
  nChanged 102
		SP:Iteration 40F (21305.930000 sec): 3 clusters
  Score: Raw -903663.544461 + Penalty 2911.859812 = -900751.684648
  nChanged 150
		SP:Iteration 41Q (21306.100000 sec): 3 clusters
  Score: Raw -903869.111753 + Penalty 2911.859812 = -900957.251941
  nChanged 179
		SP:Iteration 42Q (21306.310000 sec): 3 clusters
  Score: Raw -904188.960749 + Penalty 2911.859812 = -901277.100937
  nChanged 188
		SP:Iteration 43Q (21306.530000 sec): 3 clusters
  Score: Raw -904385.117197 + Penalty 2911.859812 = -901473.257384
  nChanged 116
		SP:Iteration 44Q (21306.720000 sec): 3 clusters
  Score: Raw -904453.606060 + Penalty 2911.859812 = -901541.746248
  nChanged 70
		SP:Iteration 45Q (21306.880000 sec): 3 clusters
  Score: Raw -904477.500590 + Penalty 2911.859812 = -901565.640777
  nChanged 37
		SP:Iteration 46Q (21307.110000 sec): 3 clusters
  Score: Raw -904484.797117 + Penalty 2911.859812 = -901572.937305
  nChanged 17
		SP:Iteration 47Q (21307.270000 sec): 3 clusters
  Score: Raw -904488.057889 + Penalty 2911.859812 = -901576.198076
  nChanged 14
		SP:Iteration 48Q (21307.500000 sec): 3 clusters
  Score: Raw -904490.380573 + Penalty 2911.859812 = -901578.520760
  nChanged 8
		SP:Iteration 49Q (21307.700000 sec): 3 clusters
  Score: Raw -904492.286146 + Penalty 2911.859812 = -901580.426333
  nChanged 12
		SP:Iteration 50Q (21307.900000 sec): 3 clusters
  Score: Raw -904494.316710 + Penalty 2911.859812 = -901582.456897
  nChanged 9
		SP:Iteration 51Q (21308.090000 sec): 3 clusters
  Score: Raw -904496.467846 + Penalty 2911.859812 = -901584.608033
  nChanged 12
		SP:Iteration 52Q (21308.290000 sec): 3 clusters
  Score: Raw -904498.404725 + Penalty 2911.859812 = -901586.544912
  nChanged 7
		SP:Iteration 53Q (21308.490000 sec): 3 clusters
  Score: Raw -904499.188228 + Penalty 2911.859812 = -901587.328415
  nChanged 6
		SP:Iteration 54Q (21308.710000 sec): 3 clusters
  Score: Raw -904499.794790 + Penalty 2911.859812 = -901587.934978
  nChanged 3
		SP:Iteration 55Q (21308.900000 sec): 3 clusters
  Score: Raw -904500.258649 + Penalty 2911.859812 = -901588.398837
  nChanged 2
		SP:Iteration 56Q (21309.080000 sec): 3 clusters
  Score: Raw -904500.501220 + Penalty 2911.859812 = -901588.641408
  nChanged 2
		SP:Iteration 57Q (21309.270000 sec): 3 clusters
  Score: Raw -904500.662661 + Penalty 2911.859812 = -901588.802849
  nChanged 1
		SP:Iteration 58Q (21309.500000 sec): 3 clusters
  Score: Raw -904500.730177 + Penalty 2911.859812 = -901588.870364
  nChanged 0
		SP:Iteration 59F (21309.730000 sec): 3 clusters
  Score: Raw -904500.730177 + Penalty 2911.859812 = -901588.870364
  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 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21309.830000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21310.020000 sec): 3 clusters
  Score: Raw -166904.985747 + Penalty 2363.755094 = -164541.230653
  nChanged 487
		SP:Iteration 1F (21310.140000 sec): 3 clusters
  Score: Raw -167386.075495 + Penalty 2363.755094 = -165022.320402
  nChanged 149
		SP:Iteration 2F (21310.310000 sec): 3 clusters
  Score: Raw -167581.651734 + Penalty 2363.755094 = -165217.896640
  nChanged 86
		SP:Iteration 3F (21310.480000 sec): 3 clusters
  Score: Raw -167681.751973 + Penalty 2363.755094 = -165317.996879
  nChanged 51
		SP:Iteration 4Q (21310.710000 sec): 3 clusters
  Score: Raw -167729.773349 + Penalty 2363.755094 = -165366.018255
  nChanged 35
		SP:Iteration 5Q (21310.880000 sec): 3 clusters
  Score: Raw -167757.352943 + Penalty 2363.755094 = -165393.597849
  nChanged 25
		SP:Iteration 6Q (21311.050000 sec): 3 clusters
  Score: Raw -167777.678525 + Penalty 2363.755094 = -165413.923432
  nChanged 18
		SP:Iteration 7Q (21311.240000 sec): 3 clusters
  Score: Raw -167794.385068 + Penalty 2363.755094 = -165430.629974
  nChanged 14
		SP:Iteration 8Q (21311.430000 sec): 3 clusters
  Score: Raw -167804.230715 + Penalty 2363.755094 = -165440.475621
  nChanged 15
		SP:Iteration 9Q (21311.650000 sec): 3 clusters
  Score: Raw -167816.501157 + Penalty 2363.755094 = -165452.746063
  nChanged 16
		SP:Iteration 10Q (21311.790000 sec): 3 clusters
  Score: Raw -167829.135540 + Penalty 2363.755094 = -165465.380446
  nChanged 15
		SP:Iteration 11Q (21311.990000 sec): 3 clusters
  Score: Raw -167841.773108 + Penalty 2363.755094 = -165478.018015
  nChanged 14
		SP:Iteration 12Q (21312.190000 sec): 3 clusters
  Score: Raw -167852.875053 + Penalty 2363.755094 = -165489.119959
  nChanged 10
		SP:Iteration 13Q (21312.330000 sec): 3 clusters
  Score: Raw -167859.668543 + Penalty 2363.755094 = -165495.913450
  nChanged 9
		SP:Iteration 14Q (21312.520000 sec): 3 clusters
  Score: Raw -167866.922540 + Penalty 2363.755094 = -165503.167446
  nChanged 11
		SP:Iteration 15Q (21312.690000 sec): 3 clusters
  Score: Raw -167871.444526 + Penalty 2363.755094 = -165507.689432
  nChanged 6
		SP:Iteration 16Q (21312.850000 sec): 3 clusters
  Score: Raw -167874.848312 + Penalty 2363.755094 = -165511.093218
  nChanged 7
		SP:Iteration 17Q (21313.070000 sec): 3 clusters
  Score: Raw -167878.007897 + Penalty 2363.755094 = -165514.252803
  nChanged 9
		SP:Iteration 18Q (21313.220000 sec): 3 clusters
  Score: Raw -167883.510079 + Penalty 2363.755094 = -165519.754985
  nChanged 7
		SP:Iteration 19Q (21313.400000 sec): 3 clusters
  Score: Raw -167887.286039 + Penalty 2363.755094 = -165523.530946
  nChanged 3
		SP:Iteration 20F (21313.570000 sec): 3 clusters
  Score: Raw -167889.056808 + Penalty 2363.755094 = -165525.301714
  nChanged 3
		SP:Iteration 21Q (21313.720000 sec): 3 clusters
  Score: Raw -167890.772096 + Penalty 2363.755094 = -165527.017002
  nChanged 4
		SP:Iteration 22Q (21313.900000 sec): 3 clusters
  Score: Raw -167893.010134 + Penalty 2363.755094 = -165529.255040
  nChanged 4
		SP:Iteration 23Q (21314.090000 sec): 3 clusters
  Score: Raw -167895.392221 + Penalty 2363.755094 = -165531.637127
  nChanged 1
		SP:Iteration 24Q (21314.270000 sec): 3 clusters
  Score: Raw -167895.683640 + Penalty 2363.755094 = -165531.928546
  nChanged 1
		SP:Iteration 25Q (21314.440000 sec): 3 clusters
  Score: Raw -167896.058773 + Penalty 2363.755094 = -165532.303679
  nChanged 0
		SP:Iteration 26F (21314.660000 sec): 3 clusters
  Score: Raw -167896.058773 + Penalty 2363.755094 = -165532.303679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21314.740000 sec): 2 clusters
  Score: Raw -10032.105347 + Penalty 882.979826 = -9149.125522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21314.930000 sec): 3 clusters
  Score: Raw -10289.148687 + Penalty 1765.959651 = -8523.189036
  nChanged 49
		SP:Iteration 1F (21315.100000 sec): 3 clusters
  Score: Raw -10486.584326 + Penalty 1765.959651 = -8720.624675
  nChanged 9
		SP:Iteration 2Q (21315.310000 sec): 3 clusters
  Score: Raw -10528.571593 + Penalty 1765.959651 = -8762.611941
  nChanged 4
		SP:Iteration 3Q (21315.460000 sec): 3 clusters
  Score: Raw -10563.729547 + Penalty 1765.959651 = -8797.769896
  nChanged 2
		SP:Iteration 4Q (21315.700000 sec): 3 clusters
  Score: Raw -10570.813783 + Penalty 1765.959651 = -8804.854132
  nChanged 0
		SP:Iteration 5F (21315.870000 sec): 3 clusters
  Score: Raw -10570.813783 + Penalty 1765.959651 = -8804.854132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21315.950000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21316.170000 sec): 3 clusters
  Score: Raw -42241.145981 + Penalty 1938.163287 = -40302.982694
  nChanged 65
		SP:Iteration 1F (21316.360000 sec): 3 clusters
  Score: Raw -42374.876942 + Penalty 1938.163287 = -40436.713655
  nChanged 22
		SP:Iteration 2F (21316.530000 sec): 3 clusters
  Score: Raw -42429.473578 + Penalty 1938.163287 = -40491.310292
  nChanged 14
		SP:Iteration 3Q (21316.690000 sec): 3 clusters
  Score: Raw -42455.472416 + Penalty 1938.163287 = -40517.309129
  nChanged 8
		SP:Iteration 4Q (21316.860000 sec): 3 clusters
  Score: Raw -42469.529057 + Penalty 1938.163287 = -40531.365770
  nChanged 1
		SP:Iteration 5Q (21317.090000 sec): 3 clusters
  Score: Raw -42473.673634 + Penalty 1938.163287 = -40535.510347
  nChanged 3
		SP:Iteration 6Q (21317.250000 sec): 3 clusters
  Score: Raw -42479.054008 + Penalty 1938.163287 = -40540.890721
  nChanged 0
		SP:Iteration 7F (21317.400000 sec): 3 clusters
  Score: Raw -42479.054008 + Penalty 1938.163287 = -40540.890721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21317.570000 sec): 2 clusters
  Score: Raw -2092172.667194 + Penalty 1585.562069 = -2090587.105125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21317.840000 sec): 3 clusters
  Score: Raw -2081859.224990 + Penalty 3171.124139 = -2078688.100851
  nChanged 7728
		SP:Iteration 1F (21318.070000 sec): 3 clusters
  Score: Raw -2086060.493045 + Penalty 3171.124139 = -2082889.368906
  nChanged 869
		SP:Iteration 2F (21318.360000 sec): 3 clusters
  Score: Raw -2086418.893135 + Penalty 3171.124139 = -2083247.768996
  nChanged 885
		SP:Iteration 3F (21318.580000 sec): 3 clusters
  Score: Raw -2086843.020926 + Penalty 3171.124139 = -2083671.896787
  nChanged 989
		SP:Iteration 4F (21318.830000 sec): 3 clusters
  Score: Raw -2087433.905581 + Penalty 3171.124139 = -2084262.781442
  nChanged 1143
		SP:Iteration 5F (21319.100000 sec): 3 clusters
  Score: Raw -2088274.818501 + Penalty 3171.124139 = -2085103.694363
  nChanged 1265
		SP:Iteration 6F (21319.360000 sec): 3 clusters
  Score: Raw -2089377.015918 + Penalty 3171.124139 = -2086205.891780
  nChanged 1217
		SP:Iteration 7F (21319.640000 sec): 3 clusters
  Score: Raw -2090577.673741 + Penalty 3171.124139 = -2087406.549602
  nChanged 884
		SP:Iteration 8F (21319.830000 sec): 3 clusters
  Score: Raw -2091465.481231 + Penalty 3171.124139 = -2088294.357092
  nChanged 499
		SP:Iteration 9Q (21320.070000 sec): 3 clusters
  Score: Raw -2091963.034500 + Penalty 3171.124139 = -2088791.910361
  nChanged 204
		SP:Iteration 10Q (21320.310000 sec): 3 clusters
  Score: Raw -2092166.286142 + Penalty 3171.124139 = -2088995.162003
  nChanged 89
		SP:Iteration 11Q (21320.540000 sec): 3 clusters
  Score: Raw -2092256.621706 + Penalty 3171.124139 = -2089085.497567
  nChanged 47
		SP:Iteration 12Q (21320.810000 sec): 3 clusters
  Score: Raw -2092300.085236 + Penalty 3171.124139 = -2089128.961098
  nChanged 32
		SP:Iteration 13Q (21321.040000 sec): 3 clusters
  Score: Raw -2092341.682607 + Penalty 3171.124139 = -2089170.558468
  nChanged 23
		SP:Iteration 14Q (21321.300000 sec): 3 clusters
  Score: Raw -2092369.761840 + Penalty 3171.124139 = -2089198.637701
  nChanged 15
		SP:Iteration 15Q (21321.520000 sec): 3 clusters
  Score: Raw -2092386.799501 + Penalty 3171.124139 = -2089215.675363
  nChanged 6
		SP:Iteration 16Q (21321.760000 sec): 3 clusters
  Score: Raw -2092394.755461 + Penalty 3171.124139 = -2089223.631322
  nChanged 3
		SP:Iteration 17Q (21322.010000 sec): 3 clusters
  Score: Raw -2092399.910930 + Penalty 3171.124139 = -2089228.786791
  nChanged 6
		SP:Iteration 18Q (21322.220000 sec): 3 clusters
  Score: Raw -2092408.065790 + Penalty 3171.124139 = -2089236.941652
  nChanged 3
		SP:Iteration 19Q (21322.530000 sec): 3 clusters
  Score: Raw -2092410.799926 + Penalty 3171.124139 = -2089239.675787
  nChanged 1
		SP:Iteration 20F (21322.790000 sec): 3 clusters
  Score: Raw -2092412.232677 + Penalty 3171.124139 = -2089241.108539
  nChanged 5
		SP:Iteration 21Q (21323.030000 sec): 3 clusters
  Score: Raw -2092418.634343 + Penalty 3171.124139 = -2089247.510204
  nChanged 5
		SP:Iteration 22Q (21323.280000 sec): 3 clusters
  Score: Raw -2092423.063863 + Penalty 3171.124139 = -2089251.939724
  nChanged 1
		SP:Iteration 23Q (21323.470000 sec): 3 clusters
  Score: Raw -2092424.588744 + Penalty 3171.124139 = -2089253.464605
  nChanged 0
		SP:Iteration 24F (21323.730000 sec): 3 clusters
  Score: Raw -2092424.588744 + Penalty 3171.124139 = -2089253.464605
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21323.810000 sec): 2 clusters
  Score: Raw -61374.287174 + Penalty 1022.078780 = -60352.208394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21324.000000 sec): 3 clusters
  Score: Raw -61273.091898 + Penalty 2044.157561 = -59228.934338
  nChanged 145
		SP:Iteration 1F (21324.210000 sec): 3 clusters
  Score: Raw -61510.409596 + Penalty 2044.157561 = -59466.252036
  nChanged 37
		SP:Iteration 2F (21324.350000 sec): 3 clusters
  Score: Raw -61577.491003 + Penalty 2044.157561 = -59533.333443
  nChanged 20
		SP:Iteration 3Q (21324.530000 sec): 3 clusters
  Score: Raw -61612.985214 + Penalty 2044.157561 = -59568.827654
  nChanged 13
		SP:Iteration 4Q (21324.710000 sec): 3 clusters
  Score: Raw -61626.870090 + Penalty 2044.157561 = -59582.712529
  nChanged 6
		SP:Iteration 5Q (21324.910000 sec): 3 clusters
  Score: Raw -61638.943866 + Penalty 2044.157561 = -59594.786306
  nChanged 9
		SP:Iteration 6Q (21325.070000 sec): 3 clusters
  Score: Raw -61652.104196 + Penalty 2044.157561 = -59607.946635
  nChanged 8
		SP:Iteration 7Q (21325.240000 sec): 3 clusters
  Score: Raw -61659.098926 + Penalty 2044.157561 = -59614.941365
  nChanged 2
		SP:Iteration 8Q (21325.400000 sec): 3 clusters
  Score: Raw -61661.422778 + Penalty 2044.157561 = -59617.265218
  nChanged 0
		SP:Iteration 9F (21325.590000 sec): 3 clusters
  Score: Raw -61661.422778 + Penalty 2044.157561 = -59617.265218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21325.740000 sec): 2 clusters
  Score: Raw -1684613.953884 + Penalty 1557.025764 = -1683056.928120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21325.980000 sec): 3 clusters
  Score: Raw -1676102.466223 + Penalty 3114.051528 = -1672988.414695
  nChanged 6496
		SP:Iteration 1F (21326.240000 sec): 3 clusters
  Score: Raw -1679594.848777 + Penalty 3114.051528 = -1676480.797249
  nChanged 825
		SP:Iteration 2F (21326.450000 sec): 3 clusters
  Score: Raw -1679948.056821 + Penalty 3114.051528 = -1676834.005293
  nChanged 749
		SP:Iteration 3F (21326.700000 sec): 3 clusters
  Score: Raw -1680261.128210 + Penalty 3114.051528 = -1677147.076682
  nChanged 684
		SP:Iteration 4Q (21326.930000 sec): 3 clusters
  Score: Raw -1680576.935476 + Penalty 3114.051528 = -1677462.883947
  nChanged 678
		SP:Iteration 5Q (21327.170000 sec): 3 clusters
  Score: Raw -1680895.092142 + Penalty 3114.051528 = -1677781.040614
  nChanged 662
		SP:Iteration 6Q (21327.380000 sec): 3 clusters
  Score: Raw -1681198.928584 + Penalty 3114.051528 = -1678084.877056
  nChanged 632
		SP:Iteration 7Q (21327.620000 sec): 3 clusters
  Score: Raw -1681518.886869 + Penalty 3114.051528 = -1678404.835341
  nChanged 662
		SP:Iteration 8Q (21327.840000 sec): 3 clusters
  Score: Raw -1681843.607773 + Penalty 3114.051528 = -1678729.556245
  nChanged 655
		SP:Iteration 9Q (21328.090000 sec): 3 clusters
  Score: Raw -1682189.799445 + Penalty 3114.051528 = -1679075.747917
  nChanged 637
		SP:Iteration 10Q (21328.340000 sec): 3 clusters
  Score: Raw -1682555.043221 + Penalty 3114.051528 = -1679440.991692
  nChanged 573
		SP:Iteration 11Q (21328.600000 sec): 3 clusters
  Score: Raw -1682862.093765 + Penalty 3114.051528 = -1679748.042236
  nChanged 523
		SP:Iteration 12Q (21328.780000 sec): 3 clusters
  Score: Raw -1683126.032265 + Penalty 3114.051528 = -1680011.980737
  nChanged 452
		SP:Iteration 13Q (21329.040000 sec): 3 clusters
  Score: Raw -1683357.854533 + Penalty 3114.051528 = -1680243.803005
  nChanged 397
		SP:Iteration 14Q (21329.260000 sec): 3 clusters
  Score: Raw -1683578.120733 + Penalty 3114.051528 = -1680464.069204
  nChanged 353
		SP:Iteration 15Q (21329.450000 sec): 3 clusters
  Score: Raw -1683787.164213 + Penalty 3114.051528 = -1680673.112684
  nChanged 305
		SP:Iteration 16Q (21329.680000 sec): 3 clusters
  Score: Raw -1683942.568063 + Penalty 3114.051528 = -1680828.516534
  nChanged 256
		SP:Iteration 17Q (21329.910000 sec): 3 clusters
  Score: Raw -1684084.975248 + Penalty 3114.051528 = -1680970.923719
  nChanged 229
		SP:Iteration 18Q (21330.140000 sec): 3 clusters
  Score: Raw -1684216.077396 + Penalty 3114.051528 = -1681102.025867
  nChanged 208
		SP:Iteration 19Q (21330.380000 sec): 3 clusters
  Score: Raw -1684334.246086 + Penalty 3114.051528 = -1681220.194557
  nChanged 186
		SP:Iteration 20F (21330.610000 sec): 3 clusters
  Score: Raw -1684423.649178 + Penalty 3114.051528 = -1681309.597650
  nChanged 155
		SP:Iteration 21Q (21330.870000 sec): 3 clusters
  Score: Raw -1684486.945801 + Penalty 3114.051528 = -1681372.894272
  nChanged 131
		SP:Iteration 22Q (21331.080000 sec): 3 clusters
  Score: Raw -1684546.290602 + Penalty 3114.051528 = -1681432.239074
  nChanged 134
		SP:Iteration 23Q (21331.310000 sec): 3 clusters
  Score: Raw -1684592.487191 + Penalty 3114.051528 = -1681478.435662
  nChanged 109
		SP:Iteration 24Q (21331.540000 sec): 3 clusters
  Score: Raw -1684631.035240 + Penalty 3114.051528 = -1681516.983711
  nChanged 109
		SP:Iteration 25Q (21331.780000 sec): 3 clusters
  Score: Raw -1684673.186383 + Penalty 3114.051528 = -1681559.134854
  nChanged 117
		SP:Iteration 26Q (21332.010000 sec): 3 clusters
  Score: Raw -1684715.899611 + Penalty 3114.051528 = -1681601.848082
  nChanged 108
		SP:Iteration 27Q (21332.240000 sec): 3 clusters
  Score: Raw -1684756.914014 + Penalty 3114.051528 = -1681642.862486
  nChanged 108
		SP:Iteration 28Q (21332.430000 sec): 3 clusters
  Score: Raw -1684798.682679 + Penalty 3114.051528 = -1681684.631150
  nChanged 110
		SP:Iteration 29Q (21332.660000 sec): 3 clusters
  Score: Raw -1684838.097472 + Penalty 3114.051528 = -1681724.045943
  nChanged 99
		SP:Iteration 30Q (21332.880000 sec): 3 clusters
  Score: Raw -1684870.547297 + Penalty 3114.051528 = -1681756.495768
  nChanged 92
		SP:Iteration 31Q (21333.110000 sec): 3 clusters
  Score: Raw -1684898.713454 + Penalty 3114.051528 = -1681784.661926
  nChanged 83
		SP:Iteration 32Q (21333.320000 sec): 3 clusters
  Score: Raw -1684924.489677 + Penalty 3114.051528 = -1681810.438149
  nChanged 70
		SP:Iteration 33Q (21333.560000 sec): 3 clusters
  Score: Raw -1684940.547915 + Penalty 3114.051528 = -1681826.496387
  nChanged 44
		SP:Iteration 34Q (21333.780000 sec): 3 clusters
  Score: Raw -1684948.920486 + Penalty 3114.051528 = -1681834.868958
  nChanged 29
		SP:Iteration 35Q (21333.990000 sec): 3 clusters
  Score: Raw -1684954.562803 + Penalty 3114.051528 = -1681840.511275
  nChanged 33
		SP:Iteration 36Q (21334.200000 sec): 3 clusters
  Score: Raw -1684960.797889 + Penalty 3114.051528 = -1681846.746361
  nChanged 34
		SP:Iteration 37Q (21334.410000 sec): 3 clusters
  Score: Raw -1684967.612127 + Penalty 3114.051528 = -1681853.560599
  nChanged 27
		SP:Iteration 38Q (21334.640000 sec): 3 clusters
  Score: Raw -1684973.174707 + Penalty 3114.051528 = -1681859.123178
  nChanged 38
		SP:Iteration 39Q (21334.860000 sec): 3 clusters
  Score: Raw -1684981.897347 + Penalty 3114.051528 = -1681867.845819
  nChanged 37
		SP:Iteration 40F (21335.090000 sec): 3 clusters
  Score: Raw -1684993.184922 + Penalty 3114.051528 = -1681879.133394
  nChanged 53
		SP:Iteration 41Q (21335.330000 sec): 3 clusters
  Score: Raw -1685006.904812 + Penalty 3114.051528 = -1681892.853283
  nChanged 35
		SP:Iteration 42Q (21335.550000 sec): 3 clusters
  Score: Raw -1685014.846851 + Penalty 3114.051528 = -1681900.795322
  nChanged 40
		SP:Iteration 43Q (21335.750000 sec): 3 clusters
  Score: Raw -1685023.584572 + Penalty 3114.051528 = -1681909.533043
  nChanged 40
		SP:Iteration 44Q (21335.970000 sec): 3 clusters
  Score: Raw -1685033.418283 + Penalty 3114.051528 = -1681919.366754
  nChanged 52
		SP:Iteration 45Q (21336.170000 sec): 3 clusters
  Score: Raw -1685046.759190 + Penalty 3114.051528 = -1681932.707661
  nChanged 43
		SP:Iteration 46Q (21336.420000 sec): 3 clusters
  Score: Raw -1685057.113895 + Penalty 3114.051528 = -1681943.062367
  nChanged 46
		SP:Iteration 47Q (21336.590000 sec): 3 clusters
  Score: Raw -1685066.086030 + Penalty 3114.051528 = -1681952.034502
  nChanged 28
		SP:Iteration 48Q (21336.820000 sec): 3 clusters
  Score: Raw -1685071.522368 + Penalty 3114.051528 = -1681957.470840
  nChanged 23
		SP:Iteration 49Q (21337.040000 sec): 3 clusters
  Score: Raw -1685075.855394 + Penalty 3114.051528 = -1681961.803865
  nChanged 20
		SP:Iteration 50Q (21337.260000 sec): 3 clusters
  Score: Raw -1685080.278988 + Penalty 3114.051528 = -1681966.227460
  nChanged 24
		SP:Iteration 51Q (21337.520000 sec): 3 clusters
  Score: Raw -1685086.095401 + Penalty 3114.051528 = -1681972.043872
  nChanged 20
		SP:Iteration 52Q (21337.740000 sec): 3 clusters
  Score: Raw -1685089.854208 + Penalty 3114.051528 = -1681975.802679
  nChanged 21
		SP:Iteration 53Q (21337.960000 sec): 3 clusters
  Score: Raw -1685093.132265 + Penalty 3114.051528 = -1681979.080737
  nChanged 11
		SP:Iteration 54Q (21338.160000 sec): 3 clusters
  Score: Raw -1685094.698092 + Penalty 3114.051528 = -1681980.646564
  nChanged 9
		SP:Iteration 55Q (21338.400000 sec): 3 clusters
  Score: Raw -1685096.374705 + Penalty 3114.051528 = -1681982.323176
  nChanged 15
		SP:Iteration 56Q (21338.620000 sec): 3 clusters
  Score: Raw -1685098.503625 + Penalty 3114.051528 = -1681984.452096
  nChanged 14
		SP:Iteration 57Q (21338.840000 sec): 3 clusters
  Score: Raw -1685100.284396 + Penalty 3114.051528 = -1681986.232867
  nChanged 11
		SP:Iteration 58Q (21339.050000 sec): 3 clusters
  Score: Raw -1685102.132120 + Penalty 3114.051528 = -1681988.080591
  nChanged 14
		SP:Iteration 59Q (21339.300000 sec): 3 clusters
  Score: Raw -1685104.373189 + Penalty 3114.051528 = -1681990.321661
  nChanged 12
		SP:Iteration 60F (21339.510000 sec): 3 clusters
  Score: Raw -1685106.115868 + Penalty 3114.051528 = -1681992.064340
  nChanged 11
		SP:Iteration 61Q (21339.760000 sec): 3 clusters
  Score: Raw -1685107.736807 + Penalty 3114.051528 = -1681993.685278
  nChanged 11
		SP:Iteration 62Q (21339.970000 sec): 3 clusters
  Score: Raw -1685109.048776 + Penalty 3114.051528 = -1681994.997248
  nChanged 7
		SP:Iteration 63Q (21340.200000 sec): 3 clusters
  Score: Raw -1685109.867539 + Penalty 3114.051528 = -1681995.816011
  nChanged 10
		SP:Iteration 64Q (21340.430000 sec): 3 clusters
  Score: Raw -1685111.307504 + Penalty 3114.051528 = -1681997.255976
  nChanged 8
		SP:Iteration 65Q (21340.650000 sec): 3 clusters
  Score: Raw -1685112.571337 + Penalty 3114.051528 = -1681998.519809
  nChanged 6
		SP:Iteration 66Q (21340.900000 sec): 3 clusters
  Score: Raw -1685113.925666 + Penalty 3114.051528 = -1681999.874138
  nChanged 9
		SP:Iteration 67Q (21341.090000 sec): 3 clusters
  Score: Raw -1685115.457642 + Penalty 3114.051528 = -1682001.406114
  nChanged 11
		SP:Iteration 68Q (21341.300000 sec): 3 clusters
  Score: Raw -1685117.066140 + Penalty 3114.051528 = -1682003.014612
  nChanged 10
		SP:Iteration 69Q (21341.540000 sec): 3 clusters
  Score: Raw -1685118.122187 + Penalty 3114.051528 = -1682004.070659
  nChanged 8
		SP:Iteration 70Q (21341.720000 sec): 3 clusters
  Score: Raw -1685119.041919 + Penalty 3114.051528 = -1682004.990391
  nChanged 4
		SP:Iteration 71Q (21341.970000 sec): 3 clusters
  Score: Raw -1685119.682763 + Penalty 3114.051528 = -1682005.631235
  nChanged 3
		SP:Iteration 72Q (21342.160000 sec): 3 clusters
  Score: Raw -1685119.919945 + Penalty 3114.051528 = -1682005.868417
  nChanged 3
		SP:Iteration 73Q (21342.400000 sec): 3 clusters
  Score: Raw -1685120.310751 + Penalty 3114.051528 = -1682006.259223
  nChanged 3
		SP:Iteration 74Q (21342.620000 sec): 3 clusters
  Score: Raw -1685120.792376 + Penalty 3114.051528 = -1682006.740848
  nChanged 4
		SP:Iteration 75Q (21342.840000 sec): 3 clusters
  Score: Raw -1685121.178722 + Penalty 3114.051528 = -1682007.127194
  nChanged 5
		SP:Iteration 76Q (21343.070000 sec): 3 clusters
  Score: Raw -1685121.804535 + Penalty 3114.051528 = -1682007.753007
  nChanged 3
		SP:Iteration 77Q (21343.330000 sec): 3 clusters
  Score: Raw -1685122.168110 + Penalty 3114.051528 = -1682008.116582
  nChanged 3
		SP:Iteration 78Q (21343.560000 sec): 3 clusters
  Score: Raw -1685122.505949 + Penalty 3114.051528 = -1682008.454421
  nChanged 2
		SP:Iteration 79Q (21343.790000 sec): 3 clusters
  Score: Raw -1685122.640819 + Penalty 3114.051528 = -1682008.589291
  nChanged 1
		SP:Iteration 80F (21344.040000 sec): 3 clusters
  Score: Raw -1685122.775279 + Penalty 3114.051528 = -1682008.723751
  nChanged 2
		SP:Iteration 81Q (21344.220000 sec): 3 clusters
  Score: Raw -1685123.078074 + Penalty 3114.051528 = -1682009.026545
  nChanged 5
		SP:Iteration 82Q (21344.450000 sec): 3 clusters
  Score: Raw -1685123.767993 + Penalty 3114.051528 = -1682009.716465
  nChanged 4
		SP:Iteration 83Q (21344.650000 sec): 3 clusters
  Score: Raw -1685124.500752 + Penalty 3114.051528 = -1682010.449224
  nChanged 2
		SP:Iteration 84Q (21344.880000 sec): 3 clusters
  Score: Raw -1685124.977443 + Penalty 3114.051528 = -1682010.925915
  nChanged 3
		SP:Iteration 85Q (21345.150000 sec): 3 clusters
  Score: Raw -1685125.263846 + Penalty 3114.051528 = -1682011.212318
  nChanged 2
		SP:Iteration 86Q (21345.360000 sec): 3 clusters
  Score: Raw -1685125.487222 + Penalty 3114.051528 = -1682011.435693
  nChanged 1
		SP:Iteration 87Q (21345.610000 sec): 3 clusters
  Score: Raw -1685125.630976 + Penalty 3114.051528 = -1682011.579448
  nChanged 1
		SP:Iteration 88Q (21345.810000 sec): 3 clusters
  Score: Raw -1685125.657380 + Penalty 3114.051528 = -1682011.605852
  nChanged 0
		SP:Iteration 89F (21346.030000 sec): 3 clusters
  Score: Raw -1685125.657380 + Penalty 3114.051528 = -1682011.605852
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (1991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21346.130000 sec): 2 clusters
  Score: Raw -220741.508201 + Penalty 1234.413749 = -219507.094451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21346.330000 sec): 3 clusters
  Score: Raw -219913.323105 + Penalty 2468.827499 = -217444.495606
  nChanged 683
		SP:Iteration 1F (21346.480000 sec): 3 clusters
  Score: Raw -220423.548023 + Penalty 2468.827499 = -217954.720524
  nChanged 165
		SP:Iteration 2F (21346.640000 sec): 3 clusters
  Score: Raw -220546.383853 + Penalty 2468.827499 = -218077.556355
  nChanged 98
		SP:Iteration 3Q (21346.810000 sec): 3 clusters
  Score: Raw -220630.132454 + Penalty 2468.827499 = -218161.304956
  nChanged 89
		SP:Iteration 4Q (21347.030000 sec): 3 clusters
  Score: Raw -220716.777641 + Penalty 2468.827499 = -218247.950142
  nChanged 82
		SP:Iteration 5Q (21347.160000 sec): 3 clusters
  Score: Raw -220799.293294 + Penalty 2468.827499 = -218330.465795
  nChanged 73
		SP:Iteration 6Q (21347.340000 sec): 3 clusters
  Score: Raw -220872.679138 + Penalty 2468.827499 = -218403.851639
  nChanged 68
		SP:Iteration 7Q (21347.530000 sec): 3 clusters
  Score: Raw -220920.620665 + Penalty 2468.827499 = -218451.793166
  nChanged 44
		SP:Iteration 8Q (21347.710000 sec): 3 clusters
  Score: Raw -220948.080639 + Penalty 2468.827499 = -218479.253140
  nChanged 32
		SP:Iteration 9Q (21347.890000 sec): 3 clusters
  Score: Raw -220970.266465 + Penalty 2468.827499 = -218501.438967
  nChanged 32
		SP:Iteration 10Q (21348.080000 sec): 3 clusters
  Score: Raw -221003.600956 + Penalty 2468.827499 = -218534.773457
  nChanged 38
		SP:Iteration 11Q (21348.270000 sec): 3 clusters
  Score: Raw -221034.766779 + Penalty 2468.827499 = -218565.939280
  nChanged 29
		SP:Iteration 12Q (21348.450000 sec): 3 clusters
  Score: Raw -221054.459219 + Penalty 2468.827499 = -218585.631720
  nChanged 25
		SP:Iteration 13Q (21348.610000 sec): 3 clusters
  Score: Raw -221073.506366 + Penalty 2468.827499 = -218604.678867
  nChanged 21
		SP:Iteration 14Q (21348.790000 sec): 3 clusters
  Score: Raw -221087.479399 + Penalty 2468.827499 = -218618.651900
  nChanged 18
		SP:Iteration 15Q (21348.960000 sec): 3 clusters
  Score: Raw -221097.656870 + Penalty 2468.827499 = -218628.829371
  nChanged 13
		SP:Iteration 16Q (21349.180000 sec): 3 clusters
  Score: Raw -221104.436109 + Penalty 2468.827499 = -218635.608610
  nChanged 7
		SP:Iteration 17Q (21349.350000 sec): 3 clusters
  Score: Raw -221107.628238 + Penalty 2468.827499 = -218638.800739
  nChanged 9
		SP:Iteration 18Q (21349.540000 sec): 3 clusters
  Score: Raw -221112.350501 + Penalty 2468.827499 = -218643.523003
  nChanged 8
		SP:Iteration 19Q (21349.670000 sec): 3 clusters
  Score: Raw -221116.148261 + Penalty 2468.827499 = -218647.320762
  nChanged 3
		SP:Iteration 20F (21349.890000 sec): 3 clusters
  Score: Raw -221120.146315 + Penalty 2468.827499 = -218651.318816
  nChanged 9
		SP:Iteration 21Q (21350.030000 sec): 3 clusters
  Score: Raw -221128.957102 + Penalty 2468.827499 = -218660.129603
  nChanged 7
		SP:Iteration 22Q (21350.240000 sec): 3 clusters
  Score: Raw -221134.319350 + Penalty 2468.827499 = -218665.491851
  nChanged 8
		SP:Iteration 23Q (21350.410000 sec): 3 clusters
  Score: Raw -221139.996026 + Penalty 2468.827499 = -218671.168527
  nChanged 9
		SP:Iteration 24Q (21350.600000 sec): 3 clusters
  Score: Raw -221146.813126 + Penalty 2468.827499 = -218677.985627
  nChanged 14
		SP:Iteration 25Q (21350.790000 sec): 3 clusters
  Score: Raw -221155.904185 + Penalty 2468.827499 = -218687.076687
  nChanged 12
		SP:Iteration 26Q (21350.970000 sec): 3 clusters
  Score: Raw -221164.826294 + Penalty 2468.827499 = -218695.998795
  nChanged 10
		SP:Iteration 27Q (21351.150000 sec): 3 clusters
  Score: Raw -221171.112619 + Penalty 2468.827499 = -218702.285120
  nChanged 17
		SP:Iteration 28Q (21351.300000 sec): 3 clusters
  Score: Raw -221180.713015 + Penalty 2468.827499 = -218711.885517
  nChanged 15
		SP:Iteration 29Q (21351.470000 sec): 3 clusters
  Score: Raw -221190.573174 + Penalty 2468.827499 = -218721.745675
  nChanged 16
		SP:Iteration 30Q (21351.630000 sec): 3 clusters
  Score: Raw -221202.646675 + Penalty 2468.827499 = -218733.819176
  nChanged 17
		SP:Iteration 31Q (21351.830000 sec): 3 clusters
  Score: Raw -221216.102964 + Penalty 2468.827499 = -218747.275465
  nChanged 22
		SP:Iteration 32Q (21352.000000 sec): 3 clusters
  Score: Raw -221238.192187 + Penalty 2468.827499 = -218769.364688
  nChanged 24
		SP:Iteration 33Q (21352.190000 sec): 3 clusters
  Score: Raw -221258.960413 + Penalty 2468.827499 = -218790.132914
  nChanged 26
		SP:Iteration 34Q (21352.350000 sec): 3 clusters
  Score: Raw -221281.111918 + Penalty 2468.827499 = -218812.284419
  nChanged 31
		SP:Iteration 35Q (21352.540000 sec): 3 clusters
  Score: Raw -221307.998063 + Penalty 2468.827499 = -218839.170565
  nChanged 22
		SP:Iteration 36Q (21352.760000 sec): 3 clusters
  Score: Raw -221328.991482 + Penalty 2468.827499 = -218860.163983
  nChanged 22
		SP:Iteration 37Q (21352.900000 sec): 3 clusters
  Score: Raw -221350.962912 + Penalty 2468.827499 = -218882.135413
  nChanged 18
		SP:Iteration 38Q (21353.080000 sec): 3 clusters
  Score: Raw -221366.452128 + Penalty 2468.827499 = -218897.624629
  nChanged 19
		SP:Iteration 39Q (21353.270000 sec): 3 clusters
  Score: Raw -221382.146755 + Penalty 2468.827499 = -218913.319256
  nChanged 20
		SP:Iteration 40F (21353.430000 sec): 3 clusters
  Score: Raw -221402.385772 + Penalty 2468.827499 = -218933.558273
  nChanged 26
		SP:Iteration 41Q (21353.610000 sec): 3 clusters
  Score: Raw -221423.463371 + Penalty 2468.827499 = -218954.635872
  nChanged 16
		SP:Iteration 42Q (21353.810000 sec): 3 clusters
  Score: Raw -221433.880000 + Penalty 2468.827499 = -218965.052501
  nChanged 18
		SP:Iteration 43Q (21353.980000 sec): 3 clusters
  Score: Raw -221443.237319 + Penalty 2468.827499 = -218974.409820
  nChanged 10
		SP:Iteration 44Q (21354.130000 sec): 3 clusters
  Score: Raw -221451.160426 + Penalty 2468.827499 = -218982.332927
  nChanged 12
		SP:Iteration 45Q (21354.340000 sec): 3 clusters
  Score: Raw -221463.820093 + Penalty 2468.827499 = -218994.992594
  nChanged 12
		SP:Iteration 46Q (21354.520000 sec): 3 clusters
  Score: Raw -221472.342486 + Penalty 2468.827499 = -219003.514987
  nChanged 9
		SP:Iteration 47Q (21354.680000 sec): 3 clusters
  Score: Raw -221483.203242 + Penalty 2468.827499 = -219014.375744
  nChanged 9
		SP:Iteration 48Q (21354.840000 sec): 3 clusters
  Score: Raw -221490.458913 + Penalty 2468.827499 = -219021.631414
  nChanged 4
		SP:Iteration 49Q (21355.050000 sec): 3 clusters
  Score: Raw -221492.117122 + Penalty 2468.827499 = -219023.289624
  nChanged 1
		SP:Iteration 50Q (21355.200000 sec): 3 clusters
  Score: Raw -221492.312725 + Penalty 2468.827499 = -219023.485226
  nChanged 0
		SP:Iteration 51F (21355.420000 sec): 3 clusters
  Score: Raw -221492.312725 + Penalty 2468.827499 = -219023.485226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21355.530000 sec): 2 clusters
  Score: Raw -1102196.828554 + Penalty 1486.642844 = -1100710.185710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21355.760000 sec): 3 clusters
  Score: Raw -1096856.028875 + Penalty 2973.285687 = -1093882.743188
  nChanged 4023
		SP:Iteration 1F (21355.980000 sec): 3 clusters
  Score: Raw -1099095.314014 + Penalty 2973.285687 = -1096122.028327
  nChanged 705
		SP:Iteration 2F (21356.210000 sec): 3 clusters
  Score: Raw -1099507.017333 + Penalty 2973.285687 = -1096533.731646
  nChanged 628
		SP:Iteration 3F (21356.400000 sec): 3 clusters
  Score: Raw -1099896.993263 + Penalty 2973.285687 = -1096923.707576
  nChanged 548
		SP:Iteration 4F (21356.640000 sec): 3 clusters
  Score: Raw -1100257.035699 + Penalty 2973.285687 = -1097283.750011
  nChanged 528
		SP:Iteration 5F (21356.870000 sec): 3 clusters
  Score: Raw -1100624.083386 + Penalty 2973.285687 = -1097650.797699
  nChanged 529
		SP:Iteration 6F (21357.070000 sec): 3 clusters
  Score: Raw -1100988.880261 + Penalty 2973.285687 = -1098015.594574
  nChanged 484
		SP:Iteration 7F (21357.220000 sec): 3 clusters
  Score: Raw -1101352.262330 + Penalty 2973.285687 = -1098378.976643
  nChanged 502
		SP:Iteration 8F (21357.440000 sec): 3 clusters
  Score: Raw -1101770.838311 + Penalty 2973.285687 = -1098797.552623
  nChanged 465
		SP:Iteration 9Q (21357.670000 sec): 3 clusters
  Score: Raw -1102135.912922 + Penalty 2973.285687 = -1099162.627234
  nChanged 393
		SP:Iteration 10Q (21357.870000 sec): 3 clusters
  Score: Raw -1102417.090012 + Penalty 2973.285687 = -1099443.804325
  nChanged 316
		SP:Iteration 11Q (21358.080000 sec): 3 clusters
  Score: Raw -1102604.628861 + Penalty 2973.285687 = -1099631.343173
  nChanged 227
		SP:Iteration 12Q (21358.250000 sec): 3 clusters
  Score: Raw -1102709.819417 + Penalty 2973.285687 = -1099736.533730
  nChanged 176
		SP:Iteration 13Q (21358.490000 sec): 3 clusters
  Score: Raw -1102772.630425 + Penalty 2973.285687 = -1099799.344738
  nChanged 127
		SP:Iteration 14Q (21358.710000 sec): 3 clusters
  Score: Raw -1102815.793175 + Penalty 2973.285687 = -1099842.507488
  nChanged 102
		SP:Iteration 15Q (21358.930000 sec): 3 clusters
  Score: Raw -1102847.203232 + Penalty 2973.285687 = -1099873.917545
  nChanged 72
		SP:Iteration 16Q (21359.110000 sec): 3 clusters
  Score: Raw -1102869.783500 + Penalty 2973.285687 = -1099896.497813
  nChanged 67
		SP:Iteration 17Q (21359.300000 sec): 3 clusters
  Score: Raw -1102887.172816 + Penalty 2973.285687 = -1099913.887128
  nChanged 60
		SP:Iteration 18Q (21359.530000 sec): 3 clusters
  Score: Raw -1102905.293107 + Penalty 2973.285687 = -1099932.007420
  nChanged 58
		SP:Iteration 19Q (21359.700000 sec): 3 clusters
  Score: Raw -1102919.044579 + Penalty 2973.285687 = -1099945.758891
  nChanged 47
		SP:Iteration 20F (21359.900000 sec): 3 clusters
  Score: Raw -1102928.625539 + Penalty 2973.285687 = -1099955.339852
  nChanged 32
		SP:Iteration 21Q (21360.110000 sec): 3 clusters
  Score: Raw -1102936.599015 + Penalty 2973.285687 = -1099963.313328
  nChanged 30
		SP:Iteration 22Q (21360.290000 sec): 3 clusters
  Score: Raw -1102943.678753 + Penalty 2973.285687 = -1099970.393066
  nChanged 26
		SP:Iteration 23Q (21360.490000 sec): 3 clusters
  Score: Raw -1102949.382584 + Penalty 2973.285687 = -1099976.096897
  nChanged 21
		SP:Iteration 24Q (21360.710000 sec): 3 clusters
  Score: Raw -1102953.405427 + Penalty 2973.285687 = -1099980.119740
  nChanged 16
		SP:Iteration 25Q (21360.940000 sec): 3 clusters
  Score: Raw -1102956.199604 + Penalty 2973.285687 = -1099982.913916
  nChanged 15
		SP:Iteration 26Q (21361.120000 sec): 3 clusters
  Score: Raw -1102959.221946 + Penalty 2973.285687 = -1099985.936259
  nChanged 14
		SP:Iteration 27Q (21361.320000 sec): 3 clusters
  Score: Raw -1102961.607656 + Penalty 2973.285687 = -1099988.321968
  nChanged 16
		SP:Iteration 28Q (21361.550000 sec): 3 clusters
  Score: Raw -1102965.460669 + Penalty 2973.285687 = -1099992.174981
  nChanged 11
		SP:Iteration 29Q (21361.740000 sec): 3 clusters
  Score: Raw -1102967.612310 + Penalty 2973.285687 = -1099994.326623
  nChanged 10
		SP:Iteration 30Q (21361.980000 sec): 3 clusters
  Score: Raw -1102969.452504 + Penalty 2973.285687 = -1099996.166817
  nChanged 6
		SP:Iteration 31Q (21362.170000 sec): 3 clusters
  Score: Raw -1102970.319172 + Penalty 2973.285687 = -1099997.033484
  nChanged 6
		SP:Iteration 32Q (21362.370000 sec): 3 clusters
  Score: Raw -1102971.910389 + Penalty 2973.285687 = -1099998.624702
  nChanged 6
		SP:Iteration 33Q (21362.580000 sec): 3 clusters
  Score: Raw -1102973.041321 + Penalty 2973.285687 = -1099999.755634
  nChanged 8
		SP:Iteration 34Q (21362.790000 sec): 3 clusters
  Score: Raw -1102974.311106 + Penalty 2973.285687 = -1100001.025418
  nChanged 3
		SP:Iteration 35Q (21362.990000 sec): 3 clusters
  Score: Raw -1102974.813151 + Penalty 2973.285687 = -1100001.527464
  nChanged 4
		SP:Iteration 36Q (21363.190000 sec): 3 clusters
  Score: Raw -1102975.211317 + Penalty 2973.285687 = -1100001.925630
  nChanged 2
		SP:Iteration 37Q (21363.430000 sec): 3 clusters
  Score: Raw -1102975.408701 + Penalty 2973.285687 = -1100002.123014
  nChanged 1
		SP:Iteration 38Q (21363.610000 sec): 3 clusters
  Score: Raw -1102975.591576 + Penalty 2973.285687 = -1100002.305889
  nChanged 1
		SP:Iteration 39Q (21363.830000 sec): 3 clusters
  Score: Raw -1102975.766054 + Penalty 2973.285687 = -1100002.480367
  nChanged 2
		SP:Iteration 40F (21364.020000 sec): 3 clusters
  Score: Raw -1102976.002668 + Penalty 2973.285687 = -1100002.716981
  nChanged 4
		SP:Iteration 41Q (21364.230000 sec): 3 clusters
  Score: Raw -1102976.476664 + Penalty 2973.285687 = -1100003.190977
  nChanged 1
		SP:Iteration 42Q (21364.450000 sec): 3 clusters
  Score: Raw -1102976.568983 + Penalty 2973.285687 = -1100003.283295
  nChanged 1
		SP:Iteration 43Q (21364.650000 sec): 3 clusters
  Score: Raw -1102976.628493 + Penalty 2973.285687 = -1100003.342806
  nChanged 0
		SP:Iteration 44F (21364.870000 sec): 3 clusters
  Score: Raw -1102976.628493 + Penalty 2973.285687 = -1100003.342806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21365.010000 sec): 2 clusters
  Score: Raw -374905.536318 + Penalty 1308.446438 = -373597.089881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21365.180000 sec): 3 clusters
  Score: Raw -373378.354963 + Penalty 2616.892876 = -370761.462088
  nChanged 1229
		SP:Iteration 1F (21365.360000 sec): 3 clusters
  Score: Raw -374095.894031 + Penalty 2616.892876 = -371479.001156
  nChanged 259
		SP:Iteration 2F (21365.580000 sec): 3 clusters
  Score: Raw -374240.732288 + Penalty 2616.892876 = -371623.839412
  nChanged 147
		SP:Iteration 3Q (21365.730000 sec): 3 clusters
  Score: Raw -374315.040329 + Penalty 2616.892876 = -371698.147454
  nChanged 103
		SP:Iteration 4Q (21365.900000 sec): 3 clusters
  Score: Raw -374368.354004 + Penalty 2616.892876 = -371751.461128
  nChanged 90
		SP:Iteration 5Q (21366.100000 sec): 3 clusters
  Score: Raw -374417.916225 + Penalty 2616.892876 = -371801.023349
  nChanged 85
		SP:Iteration 6Q (21366.250000 sec): 3 clusters
  Score: Raw -374461.792656 + Penalty 2616.892876 = -371844.899780
  nChanged 82
		SP:Iteration 7Q (21366.470000 sec): 3 clusters
  Score: Raw -374500.446023 + Penalty 2616.892876 = -371883.553147
  nChanged 71
		SP:Iteration 8Q (21366.640000 sec): 3 clusters
  Score: Raw -374533.114045 + Penalty 2616.892876 = -371916.221169
  nChanged 58
		SP:Iteration 9Q (21366.800000 sec): 3 clusters
  Score: Raw -374557.857694 + Penalty 2616.892876 = -371940.964818
  nChanged 58
		SP:Iteration 10Q (21366.980000 sec): 3 clusters
  Score: Raw -374589.108450 + Penalty 2616.892876 = -371972.215574
  nChanged 57
		SP:Iteration 11Q (21367.120000 sec): 3 clusters
  Score: Raw -374618.340013 + Penalty 2616.892876 = -372001.447137
  nChanged 63
		SP:Iteration 12Q (21367.290000 sec): 3 clusters
  Score: Raw -374652.686622 + Penalty 2616.892876 = -372035.793746
  nChanged 62
		SP:Iteration 13Q (21367.490000 sec): 3 clusters
  Score: Raw -374685.422567 + Penalty 2616.892876 = -372068.529692
  nChanged 59
		SP:Iteration 14Q (21367.690000 sec): 3 clusters
  Score: Raw -374721.835075 + Penalty 2616.892876 = -372104.942200
  nChanged 47
		SP:Iteration 15Q (21367.880000 sec): 3 clusters
  Score: Raw -374746.689922 + Penalty 2616.892876 = -372129.797047
  nChanged 48
		SP:Iteration 16Q (21368.080000 sec): 3 clusters
  Score: Raw -374768.645366 + Penalty 2616.892876 = -372151.752491
  nChanged 41
		SP:Iteration 17Q (21368.270000 sec): 3 clusters
  Score: Raw -374792.328701 + Penalty 2616.892876 = -372175.435825
  nChanged 31
		SP:Iteration 18Q (21368.440000 sec): 3 clusters
  Score: Raw -374808.322196 + Penalty 2616.892876 = -372191.429321
  nChanged 30
		SP:Iteration 19Q (21368.650000 sec): 3 clusters
  Score: Raw -374825.841303 + Penalty 2616.892876 = -372208.948428
  nChanged 30
		SP:Iteration 20F (21368.810000 sec): 3 clusters
  Score: Raw -374839.591308 + Penalty 2616.892876 = -372222.698432
  nChanged 27
		SP:Iteration 21Q (21369.010000 sec): 3 clusters
  Score: Raw -374851.091052 + Penalty 2616.892876 = -372234.198176
  nChanged 25
		SP:Iteration 22Q (21369.180000 sec): 3 clusters
  Score: Raw -374862.598972 + Penalty 2616.892876 = -372245.706096
  nChanged 25
		SP:Iteration 23Q (21369.390000 sec): 3 clusters
  Score: Raw -374877.150465 + Penalty 2616.892876 = -372260.257590
  nChanged 30
		SP:Iteration 24Q (21369.530000 sec): 3 clusters
  Score: Raw -374894.038910 + Penalty 2616.892876 = -372277.146034
  nChanged 29
		SP:Iteration 25Q (21369.720000 sec): 3 clusters
  Score: Raw -374907.604535 + Penalty 2616.892876 = -372290.711660
  nChanged 30
		SP:Iteration 26Q (21369.890000 sec): 3 clusters
  Score: Raw -374921.591278 + Penalty 2616.892876 = -372304.698402
  nChanged 31
		SP:Iteration 27Q (21370.070000 sec): 3 clusters
  Score: Raw -374935.365216 + Penalty 2616.892876 = -372318.472341
  nChanged 26
		SP:Iteration 28Q (21370.260000 sec): 3 clusters
  Score: Raw -374947.386895 + Penalty 2616.892876 = -372330.494020
  nChanged 28
		SP:Iteration 29Q (21370.400000 sec): 3 clusters
  Score: Raw -374966.710598 + Penalty 2616.892876 = -372349.817723
  nChanged 26
		SP:Iteration 30Q (21370.590000 sec): 3 clusters
  Score: Raw -374980.307878 + Penalty 2616.892876 = -372363.415003
  nChanged 23
		SP:Iteration 31Q (21370.800000 sec): 3 clusters
  Score: Raw -374995.736821 + Penalty 2616.892876 = -372378.843946
  nChanged 22
		SP:Iteration 32Q (21370.940000 sec): 3 clusters
  Score: Raw -375009.403874 + Penalty 2616.892876 = -372392.510999
  nChanged 15
		SP:Iteration 33Q (21371.120000 sec): 3 clusters
  Score: Raw -375016.565717 + Penalty 2616.892876 = -372399.672841
  nChanged 15
		SP:Iteration 34Q (21371.350000 sec): 3 clusters
  Score: Raw -375024.061412 + Penalty 2616.892876 = -372407.168536
  nChanged 17
		SP:Iteration 35Q (21371.490000 sec): 3 clusters
  Score: Raw -375032.836153 + Penalty 2616.892876 = -372415.943277
  nChanged 11
		SP:Iteration 36Q (21371.690000 sec): 3 clusters
  Score: Raw -375037.679535 + Penalty 2616.892876 = -372420.786660
  nChanged 5
		SP:Iteration 37Q (21371.890000 sec): 3 clusters
  Score: Raw -375039.761125 + Penalty 2616.892876 = -372422.868249
  nChanged 7
		SP:Iteration 38Q (21372.080000 sec): 3 clusters
  Score: Raw -375043.103272 + Penalty 2616.892876 = -372426.210397
  nChanged 3
		SP:Iteration 39Q (21372.250000 sec): 3 clusters
  Score: Raw -375044.716596 + Penalty 2616.892876 = -372427.823721
  nChanged 3
		SP:Iteration 40F (21372.440000 sec): 3 clusters
  Score: Raw -375046.689533 + Penalty 2616.892876 = -372429.796657
  nChanged 3
		SP:Iteration 41Q (21372.580000 sec): 3 clusters
  Score: Raw -375048.813908 + Penalty 2616.892876 = -372431.921032
  nChanged 4
		SP:Iteration 42Q (21372.760000 sec): 3 clusters
  Score: Raw -375050.081029 + Penalty 2616.892876 = -372433.188154
  nChanged 3
		SP:Iteration 43Q (21372.970000 sec): 3 clusters
  Score: Raw -375051.114309 + Penalty 2616.892876 = -372434.221434
  nChanged 0
		SP:Iteration 44F (21373.130000 sec): 3 clusters
  Score: Raw -375051.114309 + Penalty 2616.892876 = -372434.221434
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21373.270000 sec): 2 clusters
  Score: Raw -1237973.016959 + Penalty 1503.661912 = -1236469.355047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21373.450000 sec): 3 clusters
  Score: Raw -1232139.483016 + Penalty 3007.323823 = -1229132.159193
  nChanged 4452
		SP:Iteration 1F (21373.650000 sec): 3 clusters
  Score: Raw -1234706.423701 + Penalty 3007.323823 = -1231699.099877
  nChanged 805
		SP:Iteration 2F (21373.910000 sec): 3 clusters
  Score: Raw -1235220.948643 + Penalty 3007.323823 = -1232213.624820
  nChanged 746
		SP:Iteration 3F (21374.090000 sec): 3 clusters
  Score: Raw -1235712.239754 + Penalty 3007.323823 = -1232704.915931
  nChanged 677
		SP:Iteration 4F (21374.330000 sec): 3 clusters
  Score: Raw -1236123.789148 + Penalty 3007.323823 = -1233116.465325
  nChanged 578
		SP:Iteration 5F (21374.550000 sec): 3 clusters
  Score: Raw -1236423.980108 + Penalty 3007.323823 = -1233416.656285
  nChanged 448
		SP:Iteration 6Q (21374.770000 sec): 3 clusters
  Score: Raw -1236619.250622 + Penalty 3007.323823 = -1233611.926799
  nChanged 341
		SP:Iteration 7Q (21375.010000 sec): 3 clusters
  Score: Raw -1236742.715778 + Penalty 3007.323823 = -1233735.391955
  nChanged 252
		SP:Iteration 8Q (21375.210000 sec): 3 clusters
  Score: Raw -1236823.880189 + Penalty 3007.323823 = -1233816.556366
  nChanged 200
		SP:Iteration 9Q (21375.430000 sec): 3 clusters
  Score: Raw -1236886.130476 + Penalty 3007.323823 = -1233878.806653
  nChanged 176
		SP:Iteration 10Q (21375.630000 sec): 3 clusters
  Score: Raw -1236929.130939 + Penalty 3007.323823 = -1233921.807116
  nChanged 125
		SP:Iteration 11Q (21375.870000 sec): 3 clusters
  Score: Raw -1236955.044487 + Penalty 3007.323823 = -1233947.720663
  nChanged 105
		SP:Iteration 12Q (21376.080000 sec): 3 clusters
  Score: Raw -1236978.735625 + Penalty 3007.323823 = -1233971.411802
  nChanged 108
		SP:Iteration 13Q (21376.310000 sec): 3 clusters
  Score: Raw -1237002.060908 + Penalty 3007.323823 = -1233994.737085
  nChanged 95
		SP:Iteration 14Q (21376.500000 sec): 3 clusters
  Score: Raw -1237023.696088 + Penalty 3007.323823 = -1234016.372265
  nChanged 106
		SP:Iteration 15Q (21376.710000 sec): 3 clusters
  Score: Raw -1237050.592074 + Penalty 3007.323823 = -1234043.268251
  nChanged 126
		SP:Iteration 16Q (21376.930000 sec): 3 clusters
  Score: Raw -1237088.306042 + Penalty 3007.323823 = -1234080.982219
  nChanged 133
		SP:Iteration 17Q (21377.110000 sec): 3 clusters
  Score: Raw -1237131.724006 + Penalty 3007.323823 = -1234124.400182
  nChanged 149
		SP:Iteration 18Q (21377.330000 sec): 3 clusters
  Score: Raw -1237181.524078 + Penalty 3007.323823 = -1234174.200255
  nChanged 166
		SP:Iteration 19Q (21377.540000 sec): 3 clusters
  Score: Raw -1237244.178999 + Penalty 3007.323823 = -1234236.855176
  nChanged 191
		SP:Iteration 20F (21377.760000 sec): 3 clusters
  Score: Raw -1237324.927843 + Penalty 3007.323823 = -1234317.604020
  nChanged 189
		SP:Iteration 21Q (21377.980000 sec): 3 clusters
  Score: Raw -1237397.745786 + Penalty 3007.323823 = -1234390.421963
  nChanged 189
		SP:Iteration 22Q (21378.180000 sec): 3 clusters
  Score: Raw -1237470.217566 + Penalty 3007.323823 = -1234462.893743
  nChanged 198
		SP:Iteration 23Q (21378.350000 sec): 3 clusters
  Score: Raw -1237562.996532 + Penalty 3007.323823 = -1234555.672709
  nChanged 226
		SP:Iteration 24Q (21378.580000 sec): 3 clusters
  Score: Raw -1237666.264716 + Penalty 3007.323823 = -1234658.940893
  nChanged 211
		SP:Iteration 25Q (21378.790000 sec): 3 clusters
  Score: Raw -1237760.885818 + Penalty 3007.323823 = -1234753.561995
  nChanged 185
		SP:Iteration 26Q (21379.010000 sec): 3 clusters
  Score: Raw -1237837.879484 + Penalty 3007.323823 = -1234830.555661
  nChanged 164
		SP:Iteration 27Q (21379.220000 sec): 3 clusters
  Score: Raw -1237907.469171 + Penalty 3007.323823 = -1234900.145348
  nChanged 151
		SP:Iteration 28Q (21379.460000 sec): 3 clusters
  Score: Raw -1237962.264049 + Penalty 3007.323823 = -1234954.940226
  nChanged 138
		SP:Iteration 29Q (21379.640000 sec): 3 clusters
  Score: Raw -1238017.569141 + Penalty 3007.323823 = -1235010.245317
  nChanged 135
		SP:Iteration 30Q (21379.870000 sec): 3 clusters
  Score: Raw -1238071.031037 + Penalty 3007.323823 = -1235063.707214
  nChanged 112
		SP:Iteration 31Q (21380.070000 sec): 3 clusters
  Score: Raw -1238106.007146 + Penalty 3007.323823 = -1235098.683323
  nChanged 92
		SP:Iteration 32Q (21380.310000 sec): 3 clusters
  Score: Raw -1238134.709406 + Penalty 3007.323823 = -1235127.385583
  nChanged 83
		SP:Iteration 33Q (21380.530000 sec): 3 clusters
  Score: Raw -1238161.424273 + Penalty 3007.323823 = -1235154.100449
  nChanged 88
		SP:Iteration 34Q (21380.770000 sec): 3 clusters
  Score: Raw -1238186.465587 + Penalty 3007.323823 = -1235179.141764
  nChanged 74
		SP:Iteration 35Q (21380.960000 sec): 3 clusters
  Score: Raw -1238207.118764 + Penalty 3007.323823 = -1235199.794941
  nChanged 73
		SP:Iteration 36Q (21381.200000 sec): 3 clusters
  Score: Raw -1238229.288991 + Penalty 3007.323823 = -1235221.965168
  nChanged 64
		SP:Iteration 37Q (21381.420000 sec): 3 clusters
  Score: Raw -1238250.886829 + Penalty 3007.323823 = -1235243.563006
  nChanged 67
		SP:Iteration 38Q (21381.670000 sec): 3 clusters
  Score: Raw -1238271.844812 + Penalty 3007.323823 = -1235264.520989
  nChanged 66
		SP:Iteration 39Q (21381.850000 sec): 3 clusters
  Score: Raw -1238292.281136 + Penalty 3007.323823 = -1235284.957312
  nChanged 60
		SP:Iteration 40F (21382.070000 sec): 3 clusters
  Score: Raw -1238307.443951 + Penalty 3007.323823 = -1235300.120128
  nChanged 44
		SP:Iteration 41Q (21382.280000 sec): 3 clusters
  Score: Raw -1238323.633526 + Penalty 3007.323823 = -1235316.309703
  nChanged 57
		SP:Iteration 42Q (21382.530000 sec): 3 clusters
  Score: Raw -1238348.510273 + Penalty 3007.323823 = -1235341.186450
  nChanged 62
		SP:Iteration 43Q (21382.720000 sec): 3 clusters
  Score: Raw -1238378.050515 + Penalty 3007.323823 = -1235370.726692
  nChanged 68
		SP:Iteration 44Q (21382.950000 sec): 3 clusters
  Score: Raw -1238403.587291 + Penalty 3007.323823 = -1235396.263468
  nChanged 69
		SP:Iteration 45Q (21383.160000 sec): 3 clusters
  Score: Raw -1238422.739420 + Penalty 3007.323823 = -1235415.415597
  nChanged 56
		SP:Iteration 46Q (21383.370000 sec): 3 clusters
  Score: Raw -1238436.183845 + Penalty 3007.323823 = -1235428.860022
  nChanged 51
		SP:Iteration 47Q (21383.560000 sec): 3 clusters
  Score: Raw -1238452.790436 + Penalty 3007.323823 = -1235445.466613
  nChanged 55
		SP:Iteration 48Q (21383.790000 sec): 3 clusters
  Score: Raw -1238471.861814 + Penalty 3007.323823 = -1235464.537991
  nChanged 45
		SP:Iteration 49Q (21383.950000 sec): 3 clusters
  Score: Raw -1238480.660194 + Penalty 3007.323823 = -1235473.336371
  nChanged 30
		SP:Iteration 50Q (21384.200000 sec): 3 clusters
  Score: Raw -1238485.828946 + Penalty 3007.323823 = -1235478.505123
  nChanged 27
		SP:Iteration 51Q (21384.370000 sec): 3 clusters
  Score: Raw -1238491.329780 + Penalty 3007.323823 = -1235484.005957
  nChanged 29
		SP:Iteration 52Q (21384.590000 sec): 3 clusters
  Score: Raw -1238498.328346 + Penalty 3007.323823 = -1235491.004523
  nChanged 32
		SP:Iteration 53Q (21384.810000 sec): 3 clusters
  Score: Raw -1238506.505125 + Penalty 3007.323823 = -1235499.181302
  nChanged 35
		SP:Iteration 54Q (21385.030000 sec): 3 clusters
  Score: Raw -1238523.913816 + Penalty 3007.323823 = -1235516.589993
  nChanged 54
		SP:Iteration 55Q (21385.260000 sec): 3 clusters
  Score: Raw -1238545.944036 + Penalty 3007.323823 = -1235538.620213
  nChanged 60
		SP:Iteration 56Q (21385.450000 sec): 3 clusters
  Score: Raw -1238568.215496 + Penalty 3007.323823 = -1235560.891673
  nChanged 55
		SP:Iteration 57Q (21385.680000 sec): 3 clusters
  Score: Raw -1238589.358665 + Penalty 3007.323823 = -1235582.034842
  nChanged 61
		SP:Iteration 58Q (21385.880000 sec): 3 clusters
  Score: Raw -1238617.625862 + Penalty 3007.323823 = -1235610.302039
  nChanged 54
		SP:Iteration 59Q (21386.120000 sec): 3 clusters
  Score: Raw -1238637.812081 + Penalty 3007.323823 = -1235630.488258
  nChanged 61
		SP:Iteration 60F (21386.360000 sec): 3 clusters
  Score: Raw -1238667.781456 + Penalty 3007.323823 = -1235660.457633
  nChanged 62
		SP:Iteration 61Q (21386.580000 sec): 3 clusters
  Score: Raw -1238705.069381 + Penalty 3007.323823 = -1235697.745558
  nChanged 82
		SP:Iteration 62Q (21386.750000 sec): 3 clusters
  Score: Raw -1238757.289233 + Penalty 3007.323823 = -1235749.965409
  nChanged 68
		SP:Iteration 63Q (21386.990000 sec): 3 clusters
  Score: Raw -1238791.807001 + Penalty 3007.323823 = -1235784.483178
  nChanged 71
		SP:Iteration 64Q (21387.170000 sec): 3 clusters
  Score: Raw -1238822.484223 + Penalty 3007.323823 = -1235815.160400
  nChanged 64
		SP:Iteration 65Q (21387.370000 sec): 3 clusters
  Score: Raw -1238846.016990 + Penalty 3007.323823 = -1235838.693167
  nChanged 63
		SP:Iteration 66Q (21387.620000 sec): 3 clusters
  Score: Raw -1238865.239815 + Penalty 3007.323823 = -1235857.915991
  nChanged 54
		SP:Iteration 67Q (21387.830000 sec): 3 clusters
  Score: Raw -1238880.352521 + Penalty 3007.323823 = -1235873.028698
  nChanged 44
		SP:Iteration 68Q (21388.020000 sec): 3 clusters
  Score: Raw -1238892.883894 + Penalty 3007.323823 = -1235885.560071
  nChanged 38
		SP:Iteration 69Q (21388.270000 sec): 3 clusters
  Score: Raw -1238902.265994 + Penalty 3007.323823 = -1235894.942171
  nChanged 38
		SP:Iteration 70Q (21388.450000 sec): 3 clusters
  Score: Raw -1238908.602408 + Penalty 3007.323823 = -1235901.278585
  nChanged 27
		SP:Iteration 71Q (21388.670000 sec): 3 clusters
  Score: Raw -1238912.056336 + Penalty 3007.323823 = -1235904.732513
  nChanged 15
		SP:Iteration 72Q (21388.890000 sec): 3 clusters
  Score: Raw -1238914.357684 + Penalty 3007.323823 = -1235907.033861
  nChanged 12
		SP:Iteration 73Q (21389.120000 sec): 3 clusters
  Score: Raw -1238915.952285 + Penalty 3007.323823 = -1235908.628462
  nChanged 11
		SP:Iteration 74Q (21389.330000 sec): 3 clusters
  Score: Raw -1238917.507048 + Penalty 3007.323823 = -1235910.183224
  nChanged 8
		SP:Iteration 75Q (21389.540000 sec): 3 clusters
  Score: Raw -1238918.210975 + Penalty 3007.323823 = -1235910.887152
  nChanged 4
		SP:Iteration 76Q (21389.730000 sec): 3 clusters
  Score: Raw -1238918.608184 + Penalty 3007.323823 = -1235911.284360
  nChanged 3
		SP:Iteration 77Q (21389.940000 sec): 3 clusters
  Score: Raw -1238919.078187 + Penalty 3007.323823 = -1235911.754364
  nChanged 5
		SP:Iteration 78Q (21390.150000 sec): 3 clusters
  Score: Raw -1238919.625837 + Penalty 3007.323823 = -1235912.302014
  nChanged 2
		SP:Iteration 79Q (21390.400000 sec): 3 clusters
  Score: Raw -1238919.725996 + Penalty 3007.323823 = -1235912.402172
  nChanged 2
		SP:Iteration 80F (21390.620000 sec): 3 clusters
  Score: Raw -1238919.929539 + Penalty 3007.323823 = -1235912.605716
  nChanged 1
		SP:Iteration 81Q (21390.780000 sec): 3 clusters
  Score: Raw -1238920.000297 + Penalty 3007.323823 = -1235912.676474
  nChanged 1
		SP:Iteration 82Q (21390.960000 sec): 3 clusters
  Score: Raw -1238920.030437 + Penalty 3007.323823 = -1235912.706614
  nChanged 1
		SP:Iteration 83Q (21391.140000 sec): 3 clusters
  Score: Raw -1238920.145677 + Penalty 3007.323823 = -1235912.821853
  nChanged 0
		SP:Iteration 84F (21391.380000 sec): 3 clusters
  Score: Raw -1238920.145677 + Penalty 3007.323823 = -1235912.821853
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21391.510000 sec): 2 clusters
  Score: Raw -414625.589608 + Penalty 1326.084215 = -413299.505393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21391.700000 sec): 3 clusters
  Score: Raw -412910.721451 + Penalty 2652.168430 = -410258.553021
  nChanged 1367
		SP:Iteration 1F (21391.900000 sec): 3 clusters
  Score: Raw -413679.474501 + Penalty 2652.168430 = -411027.306071
  nChanged 268
		SP:Iteration 2F (21392.120000 sec): 3 clusters
  Score: Raw -413830.571104 + Penalty 2652.168430 = -411178.402674
  nChanged 176
		SP:Iteration 3F (21392.300000 sec): 3 clusters
  Score: Raw -413920.597768 + Penalty 2652.168430 = -411268.429338
  nChanged 128
		SP:Iteration 4Q (21392.470000 sec): 3 clusters
  Score: Raw -413987.399187 + Penalty 2652.168430 = -411335.230756
  nChanged 103
		SP:Iteration 5Q (21392.650000 sec): 3 clusters
  Score: Raw -414045.997208 + Penalty 2652.168430 = -411393.828777
  nChanged 95
		SP:Iteration 6Q (21392.820000 sec): 3 clusters
  Score: Raw -414090.460711 + Penalty 2652.168430 = -411438.292280
  nChanged 72
		SP:Iteration 7Q (21392.980000 sec): 3 clusters
  Score: Raw -414125.933172 + Penalty 2652.168430 = -411473.764742
  nChanged 71
		SP:Iteration 8Q (21393.140000 sec): 3 clusters
  Score: Raw -414156.352183 + Penalty 2652.168430 = -411504.183753
  nChanged 62
		SP:Iteration 9Q (21393.320000 sec): 3 clusters
  Score: Raw -414188.165278 + Penalty 2652.168430 = -411535.996847
  nChanged 47
		SP:Iteration 10Q (21393.500000 sec): 3 clusters
  Score: Raw -414212.409328 + Penalty 2652.168430 = -411560.240898
  nChanged 45
		SP:Iteration 11Q (21393.680000 sec): 3 clusters
  Score: Raw -414232.348476 + Penalty 2652.168430 = -411580.180046
  nChanged 44
		SP:Iteration 12Q (21393.880000 sec): 3 clusters
  Score: Raw -414253.381436 + Penalty 2652.168430 = -411601.213006
  nChanged 39
		SP:Iteration 13Q (21394.070000 sec): 3 clusters
  Score: Raw -414272.479039 + Penalty 2652.168430 = -411620.310609
  nChanged 43
		SP:Iteration 14Q (21394.260000 sec): 3 clusters
  Score: Raw -414294.224537 + Penalty 2652.168430 = -411642.056107
  nChanged 49
		SP:Iteration 15Q (21394.450000 sec): 3 clusters
  Score: Raw -414318.938455 + Penalty 2652.168430 = -411666.770024
  nChanged 50
		SP:Iteration 16Q (21394.620000 sec): 3 clusters
  Score: Raw -414343.388789 + Penalty 2652.168430 = -411691.220358
  nChanged 51
		SP:Iteration 17Q (21394.830000 sec): 3 clusters
  Score: Raw -414366.384146 + Penalty 2652.168430 = -411714.215715
  nChanged 57
		SP:Iteration 18Q (21394.980000 sec): 3 clusters
  Score: Raw -414393.329964 + Penalty 2652.168430 = -411741.161534
  nChanged 59
		SP:Iteration 19Q (21395.170000 sec): 3 clusters
  Score: Raw -414421.024166 + Penalty 2652.168430 = -411768.855736
  nChanged 46
		SP:Iteration 20F (21395.320000 sec): 3 clusters
  Score: Raw -414443.433030 + Penalty 2652.168430 = -411791.264600
  nChanged 52
		SP:Iteration 21Q (21395.500000 sec): 3 clusters
  Score: Raw -414471.420295 + Penalty 2652.168430 = -411819.251864
  nChanged 60
		SP:Iteration 22Q (21395.700000 sec): 3 clusters
  Score: Raw -414506.730033 + Penalty 2652.168430 = -411854.561603
  nChanged 60
		SP:Iteration 23Q (21395.870000 sec): 3 clusters
  Score: Raw -414545.443396 + Penalty 2652.168430 = -411893.274965
  nChanged 58
		SP:Iteration 24Q (21396.070000 sec): 3 clusters
  Score: Raw -414587.381303 + Penalty 2652.168430 = -411935.212872
  nChanged 53
		SP:Iteration 25Q (21396.260000 sec): 3 clusters
  Score: Raw -414627.205225 + Penalty 2652.168430 = -411975.036794
  nChanged 48
		SP:Iteration 26Q (21396.470000 sec): 3 clusters
  Score: Raw -414674.638932 + Penalty 2652.168430 = -412022.470501
  nChanged 45
		SP:Iteration 27Q (21396.660000 sec): 3 clusters
  Score: Raw -414717.459418 + Penalty 2652.168430 = -412065.290988
  nChanged 46
		SP:Iteration 28Q (21396.840000 sec): 3 clusters
  Score: Raw -414766.909607 + Penalty 2652.168430 = -412114.741176
  nChanged 47
		SP:Iteration 29Q (21397.040000 sec): 3 clusters
  Score: Raw -414806.873709 + Penalty 2652.168430 = -412154.705278
  nChanged 34
		SP:Iteration 30Q (21397.220000 sec): 3 clusters
  Score: Raw -414825.381485 + Penalty 2652.168430 = -412173.213055
  nChanged 21
		SP:Iteration 31Q (21397.410000 sec): 3 clusters
  Score: Raw -414842.135967 + Penalty 2652.168430 = -412189.967537
  nChanged 23
		SP:Iteration 32Q (21397.610000 sec): 3 clusters
  Score: Raw -414857.617637 + Penalty 2652.168430 = -412205.449207
  nChanged 21
		SP:Iteration 33Q (21397.790000 sec): 3 clusters
  Score: Raw -414872.479866 + Penalty 2652.168430 = -412220.311436
  nChanged 14
		SP:Iteration 34Q (21397.970000 sec): 3 clusters
  Score: Raw -414886.134646 + Penalty 2652.168430 = -412233.966215
  nChanged 16
		SP:Iteration 35Q (21398.150000 sec): 3 clusters
  Score: Raw -414896.031984 + Penalty 2652.168430 = -412243.863554
  nChanged 18
		SP:Iteration 36Q (21398.370000 sec): 3 clusters
  Score: Raw -414907.858627 + Penalty 2652.168430 = -412255.690197
  nChanged 8
		SP:Iteration 37Q (21398.560000 sec): 3 clusters
  Score: Raw -414912.842637 + Penalty 2652.168430 = -412260.674206
  nChanged 5
		SP:Iteration 38Q (21398.750000 sec): 3 clusters
  Score: Raw -414917.205494 + Penalty 2652.168430 = -412265.037064
  nChanged 11
		SP:Iteration 39Q (21398.930000 sec): 3 clusters
  Score: Raw -414924.181113 + Penalty 2652.168430 = -412272.012682
  nChanged 9
		SP:Iteration 40F (21399.130000 sec): 3 clusters
  Score: Raw -414931.368591 + Penalty 2652.168430 = -412279.200160
  nChanged 5
		SP:Iteration 41Q (21399.300000 sec): 3 clusters
  Score: Raw -414935.866234 + Penalty 2652.168430 = -412283.697804
  nChanged 6
		SP:Iteration 42Q (21399.470000 sec): 3 clusters
  Score: Raw -414938.641898 + Penalty 2652.168430 = -412286.473467
  nChanged 2
		SP:Iteration 43Q (21399.650000 sec): 3 clusters
  Score: Raw -414939.391081 + Penalty 2652.168430 = -412287.222650
  nChanged 2
		SP:Iteration 44Q (21399.840000 sec): 3 clusters
  Score: Raw -414940.959281 + Penalty 2652.168430 = -412288.790851
  nChanged 3
		SP:Iteration 45Q (21400.030000 sec): 3 clusters
  Score: Raw -414943.313360 + Penalty 2652.168430 = -412291.144930
  nChanged 3
		SP:Iteration 46Q (21400.230000 sec): 3 clusters
  Score: Raw -414945.425503 + Penalty 2652.168430 = -412293.257072
  nChanged 3
		SP:Iteration 47Q (21400.430000 sec): 3 clusters
  Score: Raw -414947.371150 + Penalty 2652.168430 = -412295.202719
  nChanged 3
		SP:Iteration 48Q (21400.630000 sec): 3 clusters
  Score: Raw -414947.980279 + Penalty 2652.168430 = -412295.811849
  nChanged 1
		SP:Iteration 49Q (21400.820000 sec): 3 clusters
  Score: Raw -414948.200977 + Penalty 2652.168430 = -412296.032547
  nChanged 0
		SP:Iteration 50F (21400.990000 sec): 3 clusters
  Score: Raw -414948.200977 + Penalty 2652.168430 = -412296.032547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21401.170000 sec): 2 clusters
  Score: Raw -1542343.005102 + Penalty 1538.034475 = -1540804.970627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21401.410000 sec): 3 clusters
  Score: Raw -1534805.164893 + Penalty 3076.068950 = -1531729.095943
  nChanged 5680
		SP:Iteration 1F (21401.610000 sec): 3 clusters
  Score: Raw -1537818.085889 + Penalty 3076.068950 = -1534742.016939
  nChanged 769
		SP:Iteration 2F (21401.840000 sec): 3 clusters
  Score: Raw -1538089.038777 + Penalty 3076.068950 = -1535012.969827
  nChanged 621
		SP:Iteration 3Q (21402.040000 sec): 3 clusters
  Score: Raw -1538317.313848 + Penalty 3076.068950 = -1535241.244897
  nChanged 559
		SP:Iteration 4Q (21402.280000 sec): 3 clusters
  Score: Raw -1538543.879491 + Penalty 3076.068950 = -1535467.810540
  nChanged 563
		SP:Iteration 5Q (21402.470000 sec): 3 clusters
  Score: Raw -1538817.585786 + Penalty 3076.068950 = -1535741.516836
  nChanged 632
		SP:Iteration 6Q (21402.700000 sec): 3 clusters
  Score: Raw -1539167.573038 + Penalty 3076.068950 = -1536091.504088
  nChanged 660
		SP:Iteration 7F (21402.920000 sec): 3 clusters
  Score: Raw -1539612.589464 + Penalty 3076.068950 = -1536536.520513
  nChanged 694
		SP:Iteration 8F (21403.170000 sec): 3 clusters
  Score: Raw -1540114.792767 + Penalty 3076.068950 = -1537038.723817
  nChanged 641
		SP:Iteration 9Q (21403.390000 sec): 3 clusters
  Score: Raw -1540627.431917 + Penalty 3076.068950 = -1537551.362966
  nChanged 569
		SP:Iteration 10Q (21403.610000 sec): 3 clusters
  Score: Raw -1541086.047514 + Penalty 3076.068950 = -1538009.978564
  nChanged 453
		SP:Iteration 11Q (21403.830000 sec): 3 clusters
  Score: Raw -1541487.086730 + Penalty 3076.068950 = -1538411.017780
  nChanged 347
		SP:Iteration 12Q (21404.060000 sec): 3 clusters
  Score: Raw -1541771.585194 + Penalty 3076.068950 = -1538695.516243
  nChanged 280
		SP:Iteration 13Q (21404.260000 sec): 3 clusters
  Score: Raw -1541997.211270 + Penalty 3076.068950 = -1538921.142319
  nChanged 187
		SP:Iteration 14Q (21404.500000 sec): 3 clusters
  Score: Raw -1542171.124586 + Penalty 3076.068950 = -1539095.055636
  nChanged 141
		SP:Iteration 15Q (21404.690000 sec): 3 clusters
  Score: Raw -1542299.970538 + Penalty 3076.068950 = -1539223.901588
  nChanged 91
		SP:Iteration 16Q (21404.920000 sec): 3 clusters
  Score: Raw -1542388.849330 + Penalty 3076.068950 = -1539312.780380
  nChanged 81
		SP:Iteration 17Q (21405.140000 sec): 3 clusters
  Score: Raw -1542448.789418 + Penalty 3076.068950 = -1539372.720467
  nChanged 53
		SP:Iteration 18Q (21405.380000 sec): 3 clusters
  Score: Raw -1542483.369190 + Penalty 3076.068950 = -1539407.300240
  nChanged 37
		SP:Iteration 19Q (21405.600000 sec): 3 clusters
  Score: Raw -1542501.860509 + Penalty 3076.068950 = -1539425.791559
  nChanged 24
		SP:Iteration 20F (21405.860000 sec): 3 clusters
  Score: Raw -1542514.942633 + Penalty 3076.068950 = -1539438.873683
  nChanged 28
		SP:Iteration 21Q (21406.040000 sec): 3 clusters
  Score: Raw -1542525.232599 + Penalty 3076.068950 = -1539449.163649
  nChanged 16
		SP:Iteration 22Q (21406.260000 sec): 3 clusters
  Score: Raw -1542533.184956 + Penalty 3076.068950 = -1539457.116006
  nChanged 15
		SP:Iteration 23Q (21406.490000 sec): 3 clusters
  Score: Raw -1542539.564102 + Penalty 3076.068950 = -1539463.495152
  nChanged 12
		SP:Iteration 24Q (21406.710000 sec): 3 clusters
  Score: Raw -1542546.271542 + Penalty 3076.068950 = -1539470.202591
  nChanged 13
		SP:Iteration 25Q (21406.980000 sec): 3 clusters
  Score: Raw -1542552.343850 + Penalty 3076.068950 = -1539476.274899
  nChanged 9
		SP:Iteration 26Q (21407.200000 sec): 3 clusters
  Score: Raw -1542556.234893 + Penalty 3076.068950 = -1539480.165942
  nChanged 12
		SP:Iteration 27Q (21407.420000 sec): 3 clusters
  Score: Raw -1542561.118879 + Penalty 3076.068950 = -1539485.049928
  nChanged 10
		SP:Iteration 28Q (21407.620000 sec): 3 clusters
  Score: Raw -1542567.531382 + Penalty 3076.068950 = -1539491.462431
  nChanged 10
		SP:Iteration 29Q (21407.880000 sec): 3 clusters
  Score: Raw -1542572.785718 + Penalty 3076.068950 = -1539496.716767
  nChanged 11
		SP:Iteration 30Q (21408.100000 sec): 3 clusters
  Score: Raw -1542576.683127 + Penalty 3076.068950 = -1539500.614176
  nChanged 9
		SP:Iteration 31Q (21408.300000 sec): 3 clusters
  Score: Raw -1542582.827509 + Penalty 3076.068950 = -1539506.758559
  nChanged 13
		SP:Iteration 32Q (21408.500000 sec): 3 clusters
  Score: Raw -1542588.435986 + Penalty 3076.068950 = -1539512.367036
  nChanged 8
		SP:Iteration 33Q (21408.710000 sec): 3 clusters
  Score: Raw -1542591.103829 + Penalty 3076.068950 = -1539515.034879
  nChanged 3
		SP:Iteration 34Q (21408.930000 sec): 3 clusters
  Score: Raw -1542592.424685 + Penalty 3076.068950 = -1539516.355734
  nChanged 2
		SP:Iteration 35Q (21409.160000 sec): 3 clusters
  Score: Raw -1542593.343674 + Penalty 3076.068950 = -1539517.274724
  nChanged 2
		SP:Iteration 36Q (21409.380000 sec): 3 clusters
  Score: Raw -1542594.118961 + Penalty 3076.068950 = -1539518.050010
  nChanged 3
		SP:Iteration 37Q (21409.600000 sec): 3 clusters
  Score: Raw -1542595.583501 + Penalty 3076.068950 = -1539519.514550
  nChanged 7
		SP:Iteration 38Q (21409.810000 sec): 3 clusters
  Score: Raw -1542599.453423 + Penalty 3076.068950 = -1539523.384473
  nChanged 9
		SP:Iteration 39Q (21410.040000 sec): 3 clusters
  Score: Raw -1542606.438957 + Penalty 3076.068950 = -1539530.370007
  nChanged 11
		SP:Iteration 40F (21410.260000 sec): 3 clusters
  Score: Raw -1542612.315058 + Penalty 3076.068950 = -1539536.246108
  nChanged 10
		SP:Iteration 41Q (21410.470000 sec): 3 clusters
  Score: Raw -1542617.001416 + Penalty 3076.068950 = -1539540.932465
  nChanged 7
		SP:Iteration 42Q (21410.710000 sec): 3 clusters
  Score: Raw -1542620.130000 + Penalty 3076.068950 = -1539544.061049
  nChanged 4
		SP:Iteration 43Q (21410.910000 sec): 3 clusters
  Score: Raw -1542622.853728 + Penalty 3076.068950 = -1539546.784778
  nChanged 3
		SP:Iteration 44Q (21411.140000 sec): 3 clusters
  Score: Raw -1542624.425788 + Penalty 3076.068950 = -1539548.356838
  nChanged 4
		SP:Iteration 45Q (21411.380000 sec): 3 clusters
  Score: Raw -1542627.716937 + Penalty 3076.068950 = -1539551.647987
  nChanged 3
		SP:Iteration 46Q (21411.580000 sec): 3 clusters
  Score: Raw -1542628.368579 + Penalty 3076.068950 = -1539552.299629
  nChanged 0
		SP:Iteration 47F (21411.840000 sec): 3 clusters
  Score: Raw -1542628.368579 + Penalty 3076.068950 = -1539552.299629
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21411.920000 sec): 2 clusters
  Score: Raw -144020.009630 + Penalty 1161.988987 = -142858.020643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21412.080000 sec): 3 clusters
  Score: Raw -143536.681514 + Penalty 2323.977974 = -141212.703540
  nChanged 409
		SP:Iteration 1F (21412.260000 sec): 3 clusters
  Score: Raw -143857.672972 + Penalty 2323.977974 = -141533.694999
  nChanged 118
		SP:Iteration 2F (21412.470000 sec): 3 clusters
  Score: Raw -143991.608889 + Penalty 2323.977974 = -141667.630915
  nChanged 75
		SP:Iteration 3F (21412.630000 sec): 3 clusters
  Score: Raw -144083.381117 + Penalty 2323.977974 = -141759.403144
  nChanged 54
		SP:Iteration 4Q (21412.820000 sec): 3 clusters
  Score: Raw -144150.332102 + Penalty 2323.977974 = -141826.354128
  nChanged 47
		SP:Iteration 5Q (21413.000000 sec): 3 clusters
  Score: Raw -144205.429394 + Penalty 2323.977974 = -141881.451420
  nChanged 41
		SP:Iteration 6Q (21413.180000 sec): 3 clusters
  Score: Raw -144242.405349 + Penalty 2323.977974 = -141918.427375
  nChanged 26
		SP:Iteration 7Q (21413.360000 sec): 3 clusters
  Score: Raw -144268.482209 + Penalty 2323.977974 = -141944.504235
  nChanged 23
		SP:Iteration 8Q (21413.520000 sec): 3 clusters
  Score: Raw -144300.821393 + Penalty 2323.977974 = -141976.843419
  nChanged 29
		SP:Iteration 9Q (21413.720000 sec): 3 clusters
  Score: Raw -144341.335782 + Penalty 2323.977974 = -142017.357808
  nChanged 30
		SP:Iteration 10Q (21413.890000 sec): 3 clusters
  Score: Raw -144390.998898 + Penalty 2323.977974 = -142067.020924
  nChanged 28
		SP:Iteration 11Q (21414.070000 sec): 3 clusters
  Score: Raw -144435.014845 + Penalty 2323.977974 = -142111.036871
  nChanged 29
		SP:Iteration 12Q (21414.200000 sec): 3 clusters
  Score: Raw -144480.609896 + Penalty 2323.977974 = -142156.631922
  nChanged 34
		SP:Iteration 13Q (21414.380000 sec): 3 clusters
  Score: Raw -144528.097069 + Penalty 2323.977974 = -142204.119095
  nChanged 34
		SP:Iteration 14Q (21414.570000 sec): 3 clusters
  Score: Raw -144566.300686 + Penalty 2323.977974 = -142242.322712
  nChanged 26
		SP:Iteration 15Q (21414.770000 sec): 3 clusters
  Score: Raw -144599.894482 + Penalty 2323.977974 = -142275.916509
  nChanged 20
		SP:Iteration 16Q (21414.950000 sec): 3 clusters
  Score: Raw -144629.119893 + Penalty 2323.977974 = -142305.141920
  nChanged 12
		SP:Iteration 17Q (21415.120000 sec): 3 clusters
  Score: Raw -144641.230606 + Penalty 2323.977974 = -142317.252632
  nChanged 13
		SP:Iteration 18Q (21415.310000 sec): 3 clusters
  Score: Raw -144658.825147 + Penalty 2323.977974 = -142334.847173
  nChanged 13
		SP:Iteration 19Q (21415.470000 sec): 3 clusters
  Score: Raw -144674.895446 + Penalty 2323.977974 = -142350.917472
  nChanged 11
		SP:Iteration 20F (21415.660000 sec): 3 clusters
  Score: Raw -144684.647727 + Penalty 2323.977974 = -142360.669753
  nChanged 8
		SP:Iteration 21Q (21415.880000 sec): 3 clusters
  Score: Raw -144690.556908 + Penalty 2323.977974 = -142366.578935
  nChanged 9
		SP:Iteration 22Q (21416.030000 sec): 3 clusters
  Score: Raw -144695.827251 + Penalty 2323.977974 = -142371.849278
  nChanged 5
		SP:Iteration 23Q (21416.240000 sec): 3 clusters
  Score: Raw -144701.487334 + Penalty 2323.977974 = -142377.509360
  nChanged 7
		SP:Iteration 24Q (21416.360000 sec): 3 clusters
  Score: Raw -144708.375391 + Penalty 2323.977974 = -142384.397417
  nChanged 9
		SP:Iteration 25Q (21416.560000 sec): 3 clusters
  Score: Raw -144713.277672 + Penalty 2323.977974 = -142389.299698
  nChanged 5
		SP:Iteration 26Q (21416.740000 sec): 3 clusters
  Score: Raw -144717.402308 + Penalty 2323.977974 = -142393.424334
  nChanged 4
		SP:Iteration 27Q (21416.900000 sec): 3 clusters
  Score: Raw -144723.098391 + Penalty 2323.977974 = -142399.120417
  nChanged 5
		SP:Iteration 28Q (21417.120000 sec): 3 clusters
  Score: Raw -144725.910222 + Penalty 2323.977974 = -142401.932248
  nChanged 2
		SP:Iteration 29Q (21417.230000 sec): 3 clusters
  Score: Raw -144728.059474 + Penalty 2323.977974 = -142404.081501
  nChanged 3
		SP:Iteration 30Q (21417.400000 sec): 3 clusters
  Score: Raw -144731.411369 + Penalty 2323.977974 = -142407.433396
  nChanged 6
		SP:Iteration 31Q (21417.600000 sec): 3 clusters
  Score: Raw -144740.519284 + Penalty 2323.977974 = -142416.541310
  nChanged 7
		SP:Iteration 32Q (21417.760000 sec): 3 clusters
  Score: Raw -144744.921691 + Penalty 2323.977974 = -142420.943717
  nChanged 4
		SP:Iteration 33Q (21417.960000 sec): 3 clusters
  Score: Raw -144749.077571 + Penalty 2323.977974 = -142425.099598
  nChanged 3
		SP:Iteration 34Q (21418.110000 sec): 3 clusters
  Score: Raw -144750.316924 + Penalty 2323.977974 = -142426.338950
  nChanged 2
		SP:Iteration 35Q (21418.280000 sec): 3 clusters
  Score: Raw -144751.024164 + Penalty 2323.977974 = -142427.046190
  nChanged 0
		SP:Iteration 36F (21418.470000 sec): 3 clusters
  Score: Raw -144751.024164 + Penalty 2323.977974 = -142427.046190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21418.600000 sec): 2 clusters
  Score: Raw -453382.570683 + Penalty 1342.035743 = -452040.534940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21418.760000 sec): 3 clusters
  Score: Raw -451520.501259 + Penalty 2684.071486 = -448836.429772
  nChanged 1498
		SP:Iteration 1F (21418.950000 sec): 3 clusters
  Score: Raw -452432.183897 + Penalty 2684.071486 = -449748.112410
  nChanged 304
		SP:Iteration 2F (21419.180000 sec): 3 clusters
  Score: Raw -452651.747014 + Penalty 2684.071486 = -449967.675528
  nChanged 240
		SP:Iteration 3F (21419.370000 sec): 3 clusters
  Score: Raw -452865.300683 + Penalty 2684.071486 = -450181.229197
  nChanged 281
		SP:Iteration 4F (21419.520000 sec): 3 clusters
  Score: Raw -453141.914100 + Penalty 2684.071486 = -450457.842613
  nChanged 244
		SP:Iteration 5F (21419.710000 sec): 3 clusters
  Score: Raw -453457.029472 + Penalty 2684.071486 = -450772.957986
  nChanged 221
		SP:Iteration 6F (21419.850000 sec): 3 clusters
  Score: Raw -453749.365573 + Penalty 2684.071486 = -451065.294087
  nChanged 192
		SP:Iteration 7Q (21420.030000 sec): 3 clusters
  Score: Raw -453938.222773 + Penalty 2684.071486 = -451254.151287
  nChanged 159
		SP:Iteration 8Q (21420.190000 sec): 3 clusters
  Score: Raw -454057.993696 + Penalty 2684.071486 = -451373.922210
  nChanged 101
		SP:Iteration 9Q (21420.350000 sec): 3 clusters
  Score: Raw -454112.034553 + Penalty 2684.071486 = -451427.963067
  nChanged 58
		SP:Iteration 10Q (21420.560000 sec): 3 clusters
  Score: Raw -454140.430453 + Penalty 2684.071486 = -451456.358967
  nChanged 35
		SP:Iteration 11Q (21420.700000 sec): 3 clusters
  Score: Raw -454151.803808 + Penalty 2684.071486 = -451467.732322
  nChanged 30
		SP:Iteration 12Q (21420.910000 sec): 3 clusters
  Score: Raw -454163.445421 + Penalty 2684.071486 = -451479.373935
  nChanged 27
		SP:Iteration 13Q (21421.070000 sec): 3 clusters
  Score: Raw -454174.411480 + Penalty 2684.071486 = -451490.339994
  nChanged 17
		SP:Iteration 14Q (21421.300000 sec): 3 clusters
  Score: Raw -454181.647488 + Penalty 2684.071486 = -451497.576002
  nChanged 16
		SP:Iteration 15Q (21421.470000 sec): 3 clusters
  Score: Raw -454188.141729 + Penalty 2684.071486 = -451504.070242
  nChanged 15
		SP:Iteration 16Q (21421.670000 sec): 3 clusters
  Score: Raw -454193.959702 + Penalty 2684.071486 = -451509.888215
  nChanged 12
		SP:Iteration 17Q (21421.860000 sec): 3 clusters
  Score: Raw -454198.591646 + Penalty 2684.071486 = -451514.520160
  nChanged 10
		SP:Iteration 18Q (21422.030000 sec): 3 clusters
  Score: Raw -454201.464843 + Penalty 2684.071486 = -451517.393356
  nChanged 4
		SP:Iteration 19Q (21422.190000 sec): 3 clusters
  Score: Raw -454203.455227 + Penalty 2684.071486 = -451519.383741
  nChanged 6
		SP:Iteration 20F (21422.430000 sec): 3 clusters
  Score: Raw -454205.079088 + Penalty 2684.071486 = -451521.007601
  nChanged 4
		SP:Iteration 21Q (21422.570000 sec): 3 clusters
  Score: Raw -454205.977532 + Penalty 2684.071486 = -451521.906046
  nChanged 2
		SP:Iteration 22Q (21422.750000 sec): 3 clusters
  Score: Raw -454206.223452 + Penalty 2684.071486 = -451522.151966
  nChanged 0
		SP:Iteration 23F (21422.960000 sec): 3 clusters
  Score: Raw -454206.223452 + Penalty 2684.071486 = -451522.151966
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (4677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21423.070000 sec): 2 clusters
  Score: Raw -555683.794282 + Penalty 1373.191976 = -554310.602306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21423.250000 sec): 3 clusters
  Score: Raw -553257.477882 + Penalty 2746.383951 = -550511.093930
  nChanged 1921
		SP:Iteration 1F (21423.430000 sec): 3 clusters
  Score: Raw -554337.889929 + Penalty 2746.383951 = -551591.505977
  nChanged 365
		SP:Iteration 2F (21423.640000 sec): 3 clusters
  Score: Raw -554565.463759 + Penalty 2746.383951 = -551819.079807
  nChanged 279
		SP:Iteration 3F (21423.800000 sec): 3 clusters
  Score: Raw -554737.308203 + Penalty 2746.383951 = -551990.924252
  nChanged 259
		SP:Iteration 4F (21423.990000 sec): 3 clusters
  Score: Raw -554916.570466 + Penalty 2746.383951 = -552170.186514
  nChanged 243
		SP:Iteration 5F (21424.180000 sec): 3 clusters
  Score: Raw -555125.048374 + Penalty 2746.383951 = -552378.664423
  nChanged 276
		SP:Iteration 6F (21424.370000 sec): 3 clusters
  Score: Raw -555407.249731 + Penalty 2746.383951 = -552660.865780
  nChanged 271
		SP:Iteration 7F (21424.600000 sec): 3 clusters
  Score: Raw -555701.087609 + Penalty 2746.383951 = -552954.703658
  nChanged 228
		SP:Iteration 8Q (21424.770000 sec): 3 clusters
  Score: Raw -555950.281786 + Penalty 2746.383951 = -553203.897835
  nChanged 206
		SP:Iteration 9Q (21425.000000 sec): 3 clusters
  Score: Raw -556199.191085 + Penalty 2746.383951 = -553452.807134
  nChanged 187
		SP:Iteration 10Q (21425.210000 sec): 3 clusters
  Score: Raw -556420.757017 + Penalty 2746.383951 = -553674.373066
  nChanged 155
		SP:Iteration 11Q (21425.410000 sec): 3 clusters
  Score: Raw -556614.686792 + Penalty 2746.383951 = -553868.302841
  nChanged 135
		SP:Iteration 12Q (21425.600000 sec): 3 clusters
  Score: Raw -556784.468197 + Penalty 2746.383951 = -554038.084245
  nChanged 101
		SP:Iteration 13Q (21425.820000 sec): 3 clusters
  Score: Raw -556881.073904 + Penalty 2746.383951 = -554134.689952
  nChanged 67
		SP:Iteration 14Q (21426.000000 sec): 3 clusters
  Score: Raw -556927.238152 + Penalty 2746.383951 = -554180.854201
  nChanged 33
		SP:Iteration 15Q (21426.160000 sec): 3 clusters
  Score: Raw -556941.032142 + Penalty 2746.383951 = -554194.648191
  nChanged 18
		SP:Iteration 16Q (21426.390000 sec): 3 clusters
  Score: Raw -556950.422301 + Penalty 2746.383951 = -554204.038350
  nChanged 10
		SP:Iteration 17Q (21426.560000 sec): 3 clusters
  Score: Raw -556954.934778 + Penalty 2746.383951 = -554208.550827
  nChanged 5
		SP:Iteration 18Q (21426.770000 sec): 3 clusters
  Score: Raw -556956.356318 + Penalty 2746.383951 = -554209.972367
  nChanged 1
		SP:Iteration 19Q (21426.960000 sec): 3 clusters
  Score: Raw -556956.502504 + Penalty 2746.383951 = -554210.118552
  nChanged 1
		SP:Iteration 20F (21427.170000 sec): 3 clusters
  Score: Raw -556956.773869 + Penalty 2746.383951 = -554210.389918
  nChanged 1
		SP:Iteration 21Q (21427.380000 sec): 3 clusters
  Score: Raw -556956.980652 + Penalty 2746.383951 = -554210.596700
  nChanged 1
		SP:Iteration 22Q (21427.530000 sec): 3 clusters
  Score: Raw -556957.251384 + Penalty 2746.383951 = -554210.867433
  nChanged 0
		SP:Iteration 23F (21427.760000 sec): 3 clusters
  Score: Raw -556957.251384 + Penalty 2746.383951 = -554210.867433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21427.830000 sec): 2 clusters
  Score: Raw -500263.580823 + Penalty 1370.529704 = -498893.051119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21428.030000 sec): 3 clusters
  Score: Raw -497947.443270 + Penalty 2741.059409 = -495206.383861
  nChanged 1868
		SP:Iteration 1F (21428.200000 sec): 3 clusters
  Score: Raw -499187.366411 + Penalty 2741.059409 = -496446.307002
  nChanged 425
		SP:Iteration 2F (21428.420000 sec): 3 clusters
  Score: Raw -499523.069038 + Penalty 2741.059409 = -496782.009629
  nChanged 332
		SP:Iteration 3F (21428.590000 sec): 3 clusters
  Score: Raw -499763.425464 + Penalty 2741.059409 = -497022.366055
  nChanged 279
		SP:Iteration 4F (21428.780000 sec): 3 clusters
  Score: Raw -499999.971536 + Penalty 2741.059409 = -497258.912127
  nChanged 264
		SP:Iteration 5F (21428.970000 sec): 3 clusters
  Score: Raw -500206.486955 + Penalty 2741.059409 = -497465.427547
  nChanged 206
		SP:Iteration 6Q (21429.180000 sec): 3 clusters
  Score: Raw -500335.467049 + Penalty 2741.059409 = -497594.407640
  nChanged 135
		SP:Iteration 7Q (21429.350000 sec): 3 clusters
  Score: Raw -500396.954013 + Penalty 2741.059409 = -497655.894604
  nChanged 97
		SP:Iteration 8Q (21429.570000 sec): 3 clusters
  Score: Raw -500439.905101 + Penalty 2741.059409 = -497698.845692
  nChanged 81
		SP:Iteration 9Q (21429.750000 sec): 3 clusters
  Score: Raw -500478.029502 + Penalty 2741.059409 = -497736.970093
  nChanged 73
		SP:Iteration 10Q (21429.950000 sec): 3 clusters
  Score: Raw -500511.084852 + Penalty 2741.059409 = -497770.025444
  nChanged 66
		SP:Iteration 11Q (21430.130000 sec): 3 clusters
  Score: Raw -500537.878612 + Penalty 2741.059409 = -497796.819203
  nChanged 54
		SP:Iteration 12Q (21430.320000 sec): 3 clusters
  Score: Raw -500557.941634 + Penalty 2741.059409 = -497816.882225
  nChanged 43
		SP:Iteration 13Q (21430.520000 sec): 3 clusters
  Score: Raw -500574.698650 + Penalty 2741.059409 = -497833.639241
  nChanged 40
		SP:Iteration 14Q (21430.690000 sec): 3 clusters
  Score: Raw -500589.805179 + Penalty 2741.059409 = -497848.745770
  nChanged 43
		SP:Iteration 15Q (21430.910000 sec): 3 clusters
  Score: Raw -500606.566063 + Penalty 2741.059409 = -497865.506654
  nChanged 31
		SP:Iteration 16Q (21431.060000 sec): 3 clusters
  Score: Raw -500618.026143 + Penalty 2741.059409 = -497876.966735
  nChanged 27
		SP:Iteration 17Q (21431.290000 sec): 3 clusters
  Score: Raw -500630.189567 + Penalty 2741.059409 = -497889.130158
  nChanged 39
		SP:Iteration 18Q (21431.470000 sec): 3 clusters
  Score: Raw -500648.218106 + Penalty 2741.059409 = -497907.158698
  nChanged 32
		SP:Iteration 19Q (21431.680000 sec): 3 clusters
  Score: Raw -500663.214447 + Penalty 2741.059409 = -497922.155038
  nChanged 35
		SP:Iteration 20F (21431.850000 sec): 3 clusters
  Score: Raw -500679.370656 + Penalty 2741.059409 = -497938.311248
  nChanged 37
		SP:Iteration 21Q (21432.040000 sec): 3 clusters
  Score: Raw -500697.016006 + Penalty 2741.059409 = -497955.956597
  nChanged 33
		SP:Iteration 22Q (21432.210000 sec): 3 clusters
  Score: Raw -500712.981343 + Penalty 2741.059409 = -497971.921935
  nChanged 31
		SP:Iteration 23Q (21432.410000 sec): 3 clusters
  Score: Raw -500729.168708 + Penalty 2741.059409 = -497988.109299
  nChanged 29
		SP:Iteration 24Q (21432.630000 sec): 3 clusters
  Score: Raw -500742.693491 + Penalty 2741.059409 = -498001.634082
  nChanged 23
		SP:Iteration 25Q (21432.820000 sec): 3 clusters
  Score: Raw -500752.614798 + Penalty 2741.059409 = -498011.555390
  nChanged 22
		SP:Iteration 26Q (21432.990000 sec): 3 clusters
  Score: Raw -500758.852740 + Penalty 2741.059409 = -498017.793331
  nChanged 13
		SP:Iteration 27Q (21433.190000 sec): 3 clusters
  Score: Raw -500762.144356 + Penalty 2741.059409 = -498021.084947
  nChanged 16
		SP:Iteration 28Q (21433.390000 sec): 3 clusters
  Score: Raw -500768.329092 + Penalty 2741.059409 = -498027.269683
  nChanged 19
		SP:Iteration 29Q (21433.550000 sec): 3 clusters
  Score: Raw -500776.504091 + Penalty 2741.059409 = -498035.444682
  nChanged 23
		SP:Iteration 30Q (21433.770000 sec): 3 clusters
  Score: Raw -500787.614591 + Penalty 2741.059409 = -498046.555182
  nChanged 25
		SP:Iteration 31Q (21433.960000 sec): 3 clusters
  Score: Raw -500797.231504 + Penalty 2741.059409 = -498056.172095
  nChanged 15
		SP:Iteration 32Q (21434.150000 sec): 3 clusters
  Score: Raw -500802.534331 + Penalty 2741.059409 = -498061.474923
  nChanged 16
		SP:Iteration 33Q (21434.310000 sec): 3 clusters
  Score: Raw -500810.720791 + Penalty 2741.059409 = -498069.661382
  nChanged 20
		SP:Iteration 34Q (21434.510000 sec): 3 clusters
  Score: Raw -500824.228450 + Penalty 2741.059409 = -498083.169042
  nChanged 26
		SP:Iteration 35Q (21434.690000 sec): 3 clusters
  Score: Raw -500838.284976 + Penalty 2741.059409 = -498097.225568
  nChanged 22
		SP:Iteration 36Q (21434.890000 sec): 3 clusters
  Score: Raw -500848.199760 + Penalty 2741.059409 = -498107.140351
  nChanged 20
		SP:Iteration 37Q (21435.090000 sec): 3 clusters
  Score: Raw -500855.094022 + Penalty 2741.059409 = -498114.034614
  nChanged 12
		SP:Iteration 38Q (21435.280000 sec): 3 clusters
  Score: Raw -500857.664237 + Penalty 2741.059409 = -498116.604829
  nChanged 5
		SP:Iteration 39Q (21435.480000 sec): 3 clusters
  Score: Raw -500861.257946 + Penalty 2741.059409 = -498120.198537
  nChanged 5
		SP:Iteration 40F (21435.700000 sec): 3 clusters
  Score: Raw -500862.983251 + Penalty 2741.059409 = -498121.923842
  nChanged 5
		SP:Iteration 41Q (21435.860000 sec): 3 clusters
  Score: Raw -500864.480429 + Penalty 2741.059409 = -498123.421021
  nChanged 4
		SP:Iteration 42Q (21436.040000 sec): 3 clusters
  Score: Raw -500866.128247 + Penalty 2741.059409 = -498125.068839
  nChanged 4
		SP:Iteration 43Q (21436.240000 sec): 3 clusters
  Score: Raw -500867.492265 + Penalty 2741.059409 = -498126.432856
  nChanged 5
		SP:Iteration 44Q (21436.400000 sec): 3 clusters
  Score: Raw -500868.711140 + Penalty 2741.059409 = -498127.651731
  nChanged 1
		SP:Iteration 45Q (21436.600000 sec): 3 clusters
  Score: Raw -500868.893874 + Penalty 2741.059409 = -498127.834465
  nChanged 2
		SP:Iteration 46Q (21436.790000 sec): 3 clusters
  Score: Raw -500869.423862 + Penalty 2741.059409 = -498128.364453
  nChanged 2
		SP:Iteration 47Q (21436.950000 sec): 3 clusters
  Score: Raw -500870.696690 + Penalty 2741.059409 = -498129.637282
  nChanged 2
		SP:Iteration 48Q (21437.180000 sec): 3 clusters
  Score: Raw -500871.317580 + Penalty 2741.059409 = -498130.258171
  nChanged 2
		SP:Iteration 49Q (21437.400000 sec): 3 clusters
  Score: Raw -500872.236542 + Penalty 2741.059409 = -498131.177133
  nChanged 3
		SP:Iteration 50Q (21437.570000 sec): 3 clusters
  Score: Raw -500874.483714 + Penalty 2741.059409 = -498133.424306
  nChanged 5
		SP:Iteration 51Q (21437.780000 sec): 3 clusters
  Score: Raw -500879.042764 + Penalty 2741.059409 = -498137.983355
  nChanged 11
		SP:Iteration 52Q (21437.950000 sec): 3 clusters
  Score: Raw -500883.299634 + Penalty 2741.059409 = -498142.240225
  nChanged 7
		SP:Iteration 53Q (21438.120000 sec): 3 clusters
  Score: Raw -500886.507532 + Penalty 2741.059409 = -498145.448123
  nChanged 13
		SP:Iteration 54Q (21438.300000 sec): 3 clusters
  Score: Raw -500891.829306 + Penalty 2741.059409 = -498150.769898
  nChanged 8
		SP:Iteration 55Q (21438.510000 sec): 3 clusters
  Score: Raw -500895.305786 + Penalty 2741.059409 = -498154.246377
  nChanged 11
		SP:Iteration 56Q (21438.680000 sec): 3 clusters
  Score: Raw -500899.752677 + Penalty 2741.059409 = -498158.693268
  nChanged 8
		SP:Iteration 57Q (21438.890000 sec): 3 clusters
  Score: Raw -500904.629354 + Penalty 2741.059409 = -498163.569945
  nChanged 8
		SP:Iteration 58Q (21439.070000 sec): 3 clusters
  Score: Raw -500908.027789 + Penalty 2741.059409 = -498166.968380
  nChanged 5
		SP:Iteration 59Q (21439.260000 sec): 3 clusters
  Score: Raw -500909.455270 + Penalty 2741.059409 = -498168.395861
  nChanged 3
		SP:Iteration 60F (21439.450000 sec): 3 clusters
  Score: Raw -500910.992163 + Penalty 2741.059409 = -498169.932755
  nChanged 3
		SP:Iteration 61Q (21439.630000 sec): 3 clusters
  Score: Raw -500912.490389 + Penalty 2741.059409 = -498171.430980
  nChanged 1
		SP:Iteration 62Q (21439.820000 sec): 3 clusters
  Score: Raw -500912.771955 + Penalty 2741.059409 = -498171.712546
  nChanged 1
		SP:Iteration 63Q (21440.050000 sec): 3 clusters
  Score: Raw -500913.098095 + Penalty 2741.059409 = -498172.038687
  nChanged 2
		SP:Iteration 64Q (21440.220000 sec): 3 clusters
  Score: Raw -500913.824103 + Penalty 2741.059409 = -498172.764694
  nChanged 2
		SP:Iteration 65Q (21440.430000 sec): 3 clusters
  Score: Raw -500914.548317 + Penalty 2741.059409 = -498173.488908
  nChanged 1
		SP:Iteration 66Q (21440.600000 sec): 3 clusters
  Score: Raw -500914.903166 + Penalty 2741.059409 = -498173.843757
  nChanged 0
		SP:Iteration 67F (21440.780000 sec): 3 clusters
  Score: Raw -500914.903166 + Penalty 2741.059409 = -498173.843757
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21440.890000 sec): 2 clusters
  Score: Raw -608937.708209 + Penalty 1389.130932 = -607548.577277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21441.060000 sec): 3 clusters
  Score: Raw -606252.626008 + Penalty 2778.261863 = -603474.364144
  nChanged 2062
		SP:Iteration 1F (21441.270000 sec): 3 clusters
  Score: Raw -607430.365597 + Penalty 2778.261863 = -604652.103733
  nChanged 382
		SP:Iteration 2F (21441.450000 sec): 3 clusters
  Score: Raw -607650.045724 + Penalty 2778.261863 = -604871.783860
  nChanged 318
		SP:Iteration 3F (21441.630000 sec): 3 clusters
  Score: Raw -607856.337024 + Penalty 2778.261863 = -605078.075160
  nChanged 310
		SP:Iteration 4F (21441.800000 sec): 3 clusters
  Score: Raw -608055.933716 + Penalty 2778.261863 = -605277.671853
  nChanged 259
		SP:Iteration 5F (21442.000000 sec): 3 clusters
  Score: Raw -608216.559215 + Penalty 2778.261863 = -605438.297352
  nChanged 239
		SP:Iteration 6Q (21442.240000 sec): 3 clusters
  Score: Raw -608375.233872 + Penalty 2778.261863 = -605596.972009
  nChanged 234
		SP:Iteration 7Q (21442.380000 sec): 3 clusters
  Score: Raw -608525.546765 + Penalty 2778.261863 = -605747.284902
  nChanged 199
		SP:Iteration 8Q (21442.610000 sec): 3 clusters
  Score: Raw -608644.204200 + Penalty 2778.261863 = -605865.942337
  nChanged 152
		SP:Iteration 9Q (21442.790000 sec): 3 clusters
  Score: Raw -608720.448507 + Penalty 2778.261863 = -605942.186644
  nChanged 138
		SP:Iteration 10Q (21442.990000 sec): 3 clusters
  Score: Raw -608786.457201 + Penalty 2778.261863 = -606008.195337
  nChanged 109
		SP:Iteration 11Q (21443.160000 sec): 3 clusters
  Score: Raw -608833.429941 + Penalty 2778.261863 = -606055.168077
  nChanged 97
		SP:Iteration 12Q (21443.350000 sec): 3 clusters
  Score: Raw -608875.269808 + Penalty 2778.261863 = -606097.007944
  nChanged 84
		SP:Iteration 13Q (21443.550000 sec): 3 clusters
  Score: Raw -608913.911296 + Penalty 2778.261863 = -606135.649432
  nChanged 72
		SP:Iteration 14Q (21443.720000 sec): 3 clusters
  Score: Raw -608945.380490 + Penalty 2778.261863 = -606167.118626
  nChanged 55
		SP:Iteration 15Q (21443.930000 sec): 3 clusters
  Score: Raw -608963.275267 + Penalty 2778.261863 = -606185.013403
  nChanged 40
		SP:Iteration 16Q (21444.150000 sec): 3 clusters
  Score: Raw -608982.166962 + Penalty 2778.261863 = -606203.905098
  nChanged 47
		SP:Iteration 17Q (21444.310000 sec): 3 clusters
  Score: Raw -609006.460351 + Penalty 2778.261863 = -606228.198488
  nChanged 52
		SP:Iteration 18Q (21444.500000 sec): 3 clusters
  Score: Raw -609029.975739 + Penalty 2778.261863 = -606251.713875
  nChanged 48
		SP:Iteration 19Q (21444.750000 sec): 3 clusters
  Score: Raw -609052.023967 + Penalty 2778.261863 = -606273.762103
  nChanged 37
		SP:Iteration 20F (21444.930000 sec): 3 clusters
  Score: Raw -609070.358977 + Penalty 2778.261863 = -606292.097114
  nChanged 32
		SP:Iteration 21Q (21445.140000 sec): 3 clusters
  Score: Raw -609085.052691 + Penalty 2778.261863 = -606306.790827
  nChanged 33
		SP:Iteration 22Q (21445.320000 sec): 3 clusters
  Score: Raw -609104.852772 + Penalty 2778.261863 = -606326.590908
  nChanged 35
		SP:Iteration 23Q (21445.530000 sec): 3 clusters
  Score: Raw -609122.868022 + Penalty 2778.261863 = -606344.606159
  nChanged 21
		SP:Iteration 24Q (21445.750000 sec): 3 clusters
  Score: Raw -609131.305919 + Penalty 2778.261863 = -606353.044055
  nChanged 15
		SP:Iteration 25Q (21445.920000 sec): 3 clusters
  Score: Raw -609137.216232 + Penalty 2778.261863 = -606358.954369
  nChanged 16
		SP:Iteration 26Q (21446.140000 sec): 3 clusters
  Score: Raw -609142.933659 + Penalty 2778.261863 = -606364.671796
  nChanged 19
		SP:Iteration 27Q (21446.340000 sec): 3 clusters
  Score: Raw -609150.237130 + Penalty 2778.261863 = -606371.975267
  nChanged 17
		SP:Iteration 28Q (21446.550000 sec): 3 clusters
  Score: Raw -609155.725025 + Penalty 2778.261863 = -606377.463162
  nChanged 10
		SP:Iteration 29Q (21446.740000 sec): 3 clusters
  Score: Raw -609159.197639 + Penalty 2778.261863 = -606380.935776
  nChanged 8
		SP:Iteration 30Q (21446.920000 sec): 3 clusters
  Score: Raw -609162.474014 + Penalty 2778.261863 = -606384.212150
  nChanged 5
		SP:Iteration 31Q (21447.170000 sec): 3 clusters
  Score: Raw -609164.622342 + Penalty 2778.261863 = -606386.360478
  nChanged 9
		SP:Iteration 32Q (21447.340000 sec): 3 clusters
  Score: Raw -609167.902770 + Penalty 2778.261863 = -606389.640907
  nChanged 6
		SP:Iteration 33Q (21447.560000 sec): 3 clusters
  Score: Raw -609169.859566 + Penalty 2778.261863 = -606391.597703
  nChanged 5
		SP:Iteration 34Q (21447.720000 sec): 3 clusters
  Score: Raw -609171.085747 + Penalty 2778.261863 = -606392.823883
  nChanged 2
		SP:Iteration 35Q (21447.900000 sec): 3 clusters
  Score: Raw -609171.599410 + Penalty 2778.261863 = -606393.337546
  nChanged 1
		SP:Iteration 36Q (21448.130000 sec): 3 clusters
  Score: Raw -609171.947596 + Penalty 2778.261863 = -606393.685733
  nChanged 2
		SP:Iteration 37Q (21448.280000 sec): 3 clusters
  Score: Raw -609172.739819 + Penalty 2778.261863 = -606394.477956
  nChanged 3
		SP:Iteration 38Q (21448.500000 sec): 3 clusters
  Score: Raw -609173.920006 + Penalty 2778.261863 = -606395.658142
  nChanged 4
		SP:Iteration 39Q (21448.700000 sec): 3 clusters
  Score: Raw -609175.247273 + Penalty 2778.261863 = -606396.985410
  nChanged 2
		SP:Iteration 40F (21448.900000 sec): 3 clusters
  Score: Raw -609175.673641 + Penalty 2778.261863 = -606397.411777
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21449.000000 sec): 2 clusters
  Score: Raw -127204.529543 + Penalty 1134.715197 = -126069.814346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21449.170000 sec): 3 clusters
  Score: Raw -126858.079968 + Penalty 2269.430394 = -124588.649574
  nChanged 317
		SP:Iteration 1F (21449.320000 sec): 3 clusters
  Score: Raw -127116.947852 + Penalty 2269.430394 = -124847.517458
  nChanged 68
		SP:Iteration 2F (21449.520000 sec): 3 clusters
  Score: Raw -127185.008417 + Penalty 2269.430394 = -124915.578023
  nChanged 31
		SP:Iteration 3Q (21449.720000 sec): 3 clusters
  Score: Raw -127207.997522 + Penalty 2269.430394 = -124938.567128
  nChanged 14
		SP:Iteration 4Q (21449.870000 sec): 3 clusters
  Score: Raw -127219.531717 + Penalty 2269.430394 = -124950.101323
  nChanged 12
		SP:Iteration 5Q (21450.060000 sec): 3 clusters
  Score: Raw -127231.410149 + Penalty 2269.430394 = -124961.979755
  nChanged 8
		SP:Iteration 6Q (21450.220000 sec): 3 clusters
  Score: Raw -127237.017696 + Penalty 2269.430394 = -124967.587302
  nChanged 6
		SP:Iteration 7Q (21450.400000 sec): 3 clusters
  Score: Raw -127244.009306 + Penalty 2269.430394 = -124974.578912
  nChanged 10
		SP:Iteration 8Q (21450.570000 sec): 3 clusters
  Score: Raw -127251.530339 + Penalty 2269.430394 = -124982.099945
  nChanged 12
		SP:Iteration 9Q (21450.750000 sec): 3 clusters
  Score: Raw -127264.745064 + Penalty 2269.430394 = -124995.314670
  nChanged 11
		SP:Iteration 10Q (21450.920000 sec): 3 clusters
  Score: Raw -127274.133263 + Penalty 2269.430394 = -125004.702869
  nChanged 16
		SP:Iteration 11Q (21451.100000 sec): 3 clusters
  Score: Raw -127304.214142 + Penalty 2269.430394 = -125034.783748
  nChanged 28
		SP:Iteration 12Q (21451.300000 sec): 3 clusters
  Score: Raw -127350.558214 + Penalty 2269.430394 = -125081.127820
  nChanged 30
		SP:Iteration 13Q (21451.500000 sec): 3 clusters
  Score: Raw -127392.690628 + Penalty 2269.430394 = -125123.260234
  nChanged 28
		SP:Iteration 14Q (21451.640000 sec): 3 clusters
  Score: Raw -127435.073964 + Penalty 2269.430394 = -125165.643570
  nChanged 27
		SP:Iteration 15Q (21451.860000 sec): 3 clusters
  Score: Raw -127470.926554 + Penalty 2269.430394 = -125201.496160
  nChanged 22
		SP:Iteration 16Q (21452.040000 sec): 3 clusters
  Score: Raw -127515.660951 + Penalty 2269.430394 = -125246.230557
  nChanged 21
		SP:Iteration 17Q (21452.230000 sec): 3 clusters
  Score: Raw -127556.272557 + Penalty 2269.430394 = -125286.842163
  nChanged 28
		SP:Iteration 18Q (21452.380000 sec): 3 clusters
  Score: Raw -127598.220047 + Penalty 2269.430394 = -125328.789653
  nChanged 29
		SP:Iteration 19Q (21452.510000 sec): 3 clusters
  Score: Raw -127640.512495 + Penalty 2269.430394 = -125371.082101
  nChanged 21
		SP:Iteration 20F (21452.720000 sec): 3 clusters
  Score: Raw -127673.934632 + Penalty 2269.430394 = -125404.504238
  nChanged 20
		SP:Iteration 21Q (21452.900000 sec): 3 clusters
  Score: Raw -127699.020819 + Penalty 2269.430394 = -125429.590425
  nChanged 21
		SP:Iteration 22Q (21453.050000 sec): 3 clusters
  Score: Raw -127722.400977 + Penalty 2269.430394 = -125452.970583
  nChanged 16
		SP:Iteration 23Q (21453.190000 sec): 3 clusters
  Score: Raw -127745.408746 + Penalty 2269.430394 = -125475.978351
  nChanged 12
		SP:Iteration 24Q (21453.360000 sec): 3 clusters
  Score: Raw -127767.307220 + Penalty 2269.430394 = -125497.876825
  nChanged 10
		SP:Iteration 25Q (21453.560000 sec): 3 clusters
  Score: Raw -127779.115212 + Penalty 2269.430394 = -125509.684817
  nChanged 6
		SP:Iteration 26Q (21453.760000 sec): 3 clusters
  Score: Raw -127784.707120 + Penalty 2269.430394 = -125515.276726
  nChanged 10
		SP:Iteration 27Q (21453.920000 sec): 3 clusters
  Score: Raw -127791.968902 + Penalty 2269.430394 = -125522.538508
  nChanged 7
		SP:Iteration 28Q (21454.090000 sec): 3 clusters
  Score: Raw -127797.127850 + Penalty 2269.430394 = -125527.697456
  nChanged 6
		SP:Iteration 29Q (21454.280000 sec): 3 clusters
  Score: Raw -127803.017322 + Penalty 2269.430394 = -125533.586928
  nChanged 3
		SP:Iteration 30Q (21454.450000 sec): 3 clusters
  Score: Raw -127805.824749 + Penalty 2269.430394 = -125536.394355
  nChanged 2
		SP:Iteration 31Q (21454.650000 sec): 3 clusters
  Score: Raw -127806.934687 + Penalty 2269.430394 = -125537.504293
  nChanged 2
		SP:Iteration 32Q (21454.830000 sec): 3 clusters
  Score: Raw -127809.014552 + Penalty 2269.430394 = -125539.584158
  nChanged 2
		SP:Iteration 33Q (21455.020000 sec): 3 clusters
  Score: Raw -127812.109549 + Penalty 2269.430394 = -125542.679155
  nChanged 3
		SP:Iteration 34Q (21455.170000 sec): 3 clusters
  Score: Raw -127814.574893 + Penalty 2269.430394 = -125545.144498
  nChanged 1
		SP:Iteration 35Q (21455.300000 sec): 3 clusters
  Score: Raw -127816.313311 + Penalty 2269.430394 = -125546.882917
  nChanged 0
		SP:Iteration 36F (21455.470000 sec): 3 clusters
  Score: Raw -127816.313311 + Penalty 2269.430394 = -125546.882917
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21455.580000 sec): 2 clusters
  Score: Raw -875134.192560 + Penalty 1447.530990 = -873686.661570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21455.820000 sec): 3 clusters
  Score: Raw -871057.191211 + Penalty 2895.061980 = -868162.129232
  nChanged 3117
		SP:Iteration 1F (21456.010000 sec): 3 clusters
  Score: Raw -872791.542396 + Penalty 2895.061980 = -869896.480416
  nChanged 529
		SP:Iteration 2F (21456.250000 sec): 3 clusters
  Score: Raw -873040.758052 + Penalty 2895.061980 = -870145.696073
  nChanged 398
		SP:Iteration 3F (21456.450000 sec): 3 clusters
  Score: Raw -873208.454114 + Penalty 2895.061980 = -870313.392134
  nChanged 301
		SP:Iteration 4Q (21456.630000 sec): 3 clusters
  Score: Raw -873339.628443 + Penalty 2895.061980 = -870444.566463
  nChanged 272
		SP:Iteration 5Q (21456.830000 sec): 3 clusters
  Score: Raw -873468.432144 + Penalty 2895.061980 = -870573.370165
  nChanged 262
		SP:Iteration 6Q (21457.080000 sec): 3 clusters
  Score: Raw -873577.913490 + Penalty 2895.061980 = -870682.851510
  nChanged 244
		SP:Iteration 7Q (21457.290000 sec): 3 clusters
  Score: Raw -873698.916054 + Penalty 2895.061980 = -870803.854074
  nChanged 242
		SP:Iteration 8Q (21457.500000 sec): 3 clusters
  Score: Raw -873816.215192 + Penalty 2895.061980 = -870921.153213
  nChanged 206
		SP:Iteration 9Q (21457.720000 sec): 3 clusters
  Score: Raw -873905.085267 + Penalty 2895.061980 = -871010.023288
  nChanged 202
		SP:Iteration 10Q (21457.890000 sec): 3 clusters
  Score: Raw -873982.008449 + Penalty 2895.061980 = -871086.946470
  nChanged 166
		SP:Iteration 11Q (21458.100000 sec): 3 clusters
  Score: Raw -874046.346448 + Penalty 2895.061980 = -871151.284468
  nChanged 149
		SP:Iteration 12Q (21458.270000 sec): 3 clusters
  Score: Raw -874104.066096 + Penalty 2895.061980 = -871209.004116
  nChanged 130
		SP:Iteration 13Q (21458.510000 sec): 3 clusters
  Score: Raw -874143.949461 + Penalty 2895.061980 = -871248.887482
  nChanged 119
		SP:Iteration 14Q (21458.710000 sec): 3 clusters
  Score: Raw -874185.228052 + Penalty 2895.061980 = -871290.166072
  nChanged 123
		SP:Iteration 15Q (21458.880000 sec): 3 clusters
  Score: Raw -874229.212834 + Penalty 2895.061980 = -871334.150855
  nChanged 135
		SP:Iteration 16Q (21459.100000 sec): 3 clusters
  Score: Raw -874281.687503 + Penalty 2895.061980 = -871386.625524
  nChanged 148
		SP:Iteration 17Q (21459.290000 sec): 3 clusters
  Score: Raw -874345.607978 + Penalty 2895.061980 = -871450.545999
  nChanged 145
		SP:Iteration 18Q (21459.530000 sec): 3 clusters
  Score: Raw -874402.455023 + Penalty 2895.061980 = -871507.393044
  nChanged 139
		SP:Iteration 19Q (21459.700000 sec): 3 clusters
  Score: Raw -874466.704461 + Penalty 2895.061980 = -871571.642482
  nChanged 133
		SP:Iteration 20F (21459.870000 sec): 3 clusters
  Score: Raw -874521.664700 + Penalty 2895.061980 = -871626.602720
  nChanged 121
		SP:Iteration 21Q (21460.100000 sec): 3 clusters
  Score: Raw -874568.350406 + Penalty 2895.061980 = -871673.288427
  nChanged 104
		SP:Iteration 22Q (21460.310000 sec): 3 clusters
  Score: Raw -874605.300829 + Penalty 2895.061980 = -871710.238850
  nChanged 84
		SP:Iteration 23Q (21460.490000 sec): 3 clusters
  Score: Raw -874642.852108 + Penalty 2895.061980 = -871747.790128
  nChanged 84
		SP:Iteration 24Q (21460.710000 sec): 3 clusters
  Score: Raw -874665.901068 + Penalty 2895.061980 = -871770.839088
  nChanged 65
		SP:Iteration 25Q (21460.910000 sec): 3 clusters
  Score: Raw -874683.420791 + Penalty 2895.061980 = -871788.358812
  nChanged 57
		SP:Iteration 26Q (21461.110000 sec): 3 clusters
  Score: Raw -874699.173885 + Penalty 2895.061980 = -871804.111906
  nChanged 54
		SP:Iteration 27Q (21461.330000 sec): 3 clusters
  Score: Raw -874712.664909 + Penalty 2895.061980 = -871817.602930
  nChanged 61
		SP:Iteration 28Q (21461.530000 sec): 3 clusters
  Score: Raw -874728.598637 + Penalty 2895.061980 = -871833.536657
  nChanged 52
		SP:Iteration 29Q (21461.710000 sec): 3 clusters
  Score: Raw -874742.325096 + Penalty 2895.061980 = -871847.263117
  nChanged 44
		SP:Iteration 30Q (21461.890000 sec): 3 clusters
  Score: Raw -874751.382826 + Penalty 2895.061980 = -871856.320846
  nChanged 25
		SP:Iteration 31Q (21462.110000 sec): 3 clusters
  Score: Raw -874755.781564 + Penalty 2895.061980 = -871860.719585
  nChanged 26
		SP:Iteration 32Q (21462.320000 sec): 3 clusters
  Score: Raw -874760.718346 + Penalty 2895.061980 = -871865.656366
  nChanged 24
		SP:Iteration 33Q (21462.480000 sec): 3 clusters
  Score: Raw -874764.798490 + Penalty 2895.061980 = -871869.736510
  nChanged 14
		SP:Iteration 34Q (21462.670000 sec): 3 clusters
  Score: Raw -874766.925016 + Penalty 2895.061980 = -871871.863037
  nChanged 12
		SP:Iteration 35Q (21462.870000 sec): 3 clusters
  Score: Raw -874768.920057 + Penalty 2895.061980 = -871873.858078
  nChanged 15
		SP:Iteration 36Q (21463.090000 sec): 3 clusters
  Score: Raw -874771.166908 + Penalty 2895.061980 = -871876.104928
  nChanged 14
		SP:Iteration 37Q (21463.270000 sec): 3 clusters
  Score: Raw -874774.154679 + Penalty 2895.061980 = -871879.092700
  nChanged 20
		SP:Iteration 38Q (21463.510000 sec): 3 clusters
  Score: Raw -874777.963544 + Penalty 2895.061980 = -871882.901565
  nChanged 19
		SP:Iteration 39Q (21463.680000 sec): 3 clusters
  Score: Raw -874781.116947 + Penalty 2895.061980 = -871886.054968
  nChanged 17
		SP:Iteration 40F (21463.900000 sec): 3 clusters
  Score: Raw -874783.894358 + Penalty 2895.061980 = -871888.832379
  nChanged 12
		SP:Iteration 41Q (21464.130000 sec): 3 clusters
  Score: Raw -874785.678285 + Penalty 2895.061980 = -871890.616305
  nChanged 13
		SP:Iteration 42Q (21464.310000 sec): 3 clusters
  Score: Raw -874788.122618 + Penalty 2895.061980 = -871893.060639
  nChanged 21
		SP:Iteration 43Q (21464.500000 sec): 3 clusters
  Score: Raw -874792.885543 + Penalty 2895.061980 = -871897.823563
  nChanged 30
		SP:Iteration 44Q (21464.690000 sec): 3 clusters
  Score: Raw -874800.365926 + Penalty 2895.061980 = -871905.303947
  nChanged 39
		SP:Iteration 45Q (21464.880000 sec): 3 clusters
  Score: Raw -874808.803559 + Penalty 2895.061980 = -871913.741580
  nChanged 29
		SP:Iteration 46Q (21465.040000 sec): 3 clusters
  Score: Raw -874815.370765 + Penalty 2895.061980 = -871920.308785
  nChanged 30
		SP:Iteration 47Q (21465.300000 sec): 3 clusters
  Score: Raw -874820.923069 + Penalty 2895.061980 = -871925.861089
  nChanged 21
		SP:Iteration 48Q (21465.490000 sec): 3 clusters
  Score: Raw -874825.285536 + Penalty 2895.061980 = -871930.223556
  nChanged 21
		SP:Iteration 49Q (21465.670000 sec): 3 clusters
  Score: Raw -874830.133349 + Penalty 2895.061980 = -871935.071370
  nChanged 18
		SP:Iteration 50Q (21465.910000 sec): 3 clusters
  Score: Raw -874834.911544 + Penalty 2895.061980 = -871939.849564
  nChanged 22
		SP:Iteration 51Q (21466.110000 sec): 3 clusters
  Score: Raw -874838.963384 + Penalty 2895.061980 = -871943.901404
  nChanged 19
		SP:Iteration 52Q (21466.300000 sec): 3 clusters
  Score: Raw -874842.712377 + Penalty 2895.061980 = -871947.650397
  nChanged 20
		SP:Iteration 53Q (21466.510000 sec): 3 clusters
  Score: Raw -874846.303379 + Penalty 2895.061980 = -871951.241400
  nChanged 21
		SP:Iteration 54Q (21466.700000 sec): 3 clusters
  Score: Raw -874850.436564 + Penalty 2895.061980 = -871955.374584
  nChanged 19
		SP:Iteration 55Q (21466.920000 sec): 3 clusters
  Score: Raw -874854.638825 + Penalty 2895.061980 = -871959.576846
  nChanged 15
		SP:Iteration 56Q (21467.090000 sec): 3 clusters
  Score: Raw -874858.071708 + Penalty 2895.061980 = -871963.009728
  nChanged 15
		SP:Iteration 57Q (21467.280000 sec): 3 clusters
  Score: Raw -874861.137154 + Penalty 2895.061980 = -871966.075175
  nChanged 11
		SP:Iteration 58Q (21467.470000 sec): 3 clusters
  Score: Raw -874862.986918 + Penalty 2895.061980 = -871967.924938
  nChanged 19
		SP:Iteration 59Q (21467.690000 sec): 3 clusters
  Score: Raw -874865.934012 + Penalty 2895.061980 = -871970.872032
  nChanged 17
		SP:Iteration 60F (21467.900000 sec): 3 clusters
  Score: Raw -874869.062975 + Penalty 2895.061980 = -871974.000995
  nChanged 16
		SP:Iteration 61Q (21468.100000 sec): 3 clusters
  Score: Raw -874872.937886 + Penalty 2895.061980 = -871977.875906
  nChanged 18
		SP:Iteration 62Q (21468.280000 sec): 3 clusters
  Score: Raw -874877.549564 + Penalty 2895.061980 = -871982.487585
  nChanged 25
		SP:Iteration 63Q (21468.520000 sec): 3 clusters
  Score: Raw -874885.904252 + Penalty 2895.061980 = -871990.842272
  nChanged 36
		SP:Iteration 64Q (21468.720000 sec): 3 clusters
  Score: Raw -874895.401566 + Penalty 2895.061980 = -872000.339587
  nChanged 41
		SP:Iteration 65Q (21468.900000 sec): 3 clusters
  Score: Raw -874907.613326 + Penalty 2895.061980 = -872012.551346
  nChanged 49
		SP:Iteration 66Q (21469.130000 sec): 3 clusters
  Score: Raw -874922.522565 + Penalty 2895.061980 = -872027.460585
  nChanged 57
		SP:Iteration 67Q (21469.320000 sec): 3 clusters
  Score: Raw -874938.766520 + Penalty 2895.061980 = -872043.704540
  nChanged 47
		SP:Iteration 68Q (21469.530000 sec): 3 clusters
  Score: Raw -874951.072466 + Penalty 2895.061980 = -872056.010486
  nChanged 45
		SP:Iteration 69Q (21469.710000 sec): 3 clusters
  Score: Raw -874962.988828 + Penalty 2895.061980 = -872067.926849
  nChanged 44
		SP:Iteration 70Q (21469.930000 sec): 3 clusters
  Score: Raw -874972.590840 + Penalty 2895.061980 = -872077.528860
  nChanged 43
		SP:Iteration 71Q (21470.160000 sec): 3 clusters
  Score: Raw -874981.389098 + Penalty 2895.061980 = -872086.327118
  nChanged 34
		SP:Iteration 72Q (21470.320000 sec): 3 clusters
  Score: Raw -874990.380040 + Penalty 2895.061980 = -872095.318060
  nChanged 35
		SP:Iteration 73Q (21470.570000 sec): 3 clusters
  Score: Raw -874997.529934 + Penalty 2895.061980 = -872102.467955
  nChanged 21
		SP:Iteration 74Q (21470.760000 sec): 3 clusters
  Score: Raw -875000.394783 + Penalty 2895.061980 = -872105.332803
  nChanged 12
		SP:Iteration 75Q (21470.960000 sec): 3 clusters
  Score: Raw -875002.371214 + Penalty 2895.061980 = -872107.309235
  nChanged 8
		SP:Iteration 76Q (21471.140000 sec): 3 clusters
  Score: Raw -875003.791469 + Penalty 2895.061980 = -872108.729490
  nChanged 11
		SP:Iteration 77Q (21471.340000 sec): 3 clusters
  Score: Raw -875005.502276 + Penalty 2895.061980 = -872110.440296
  nChanged 6
		SP:Iteration 78Q (21471.520000 sec): 3 clusters
  Score: Raw -875006.128180 + Penalty 2895.061980 = -872111.066200
  nChanged 4
		SP:Iteration 79Q (21471.740000 sec): 3 clusters
  Score: Raw -875006.475586 + Penalty 2895.061980 = -872111.413606
  nChanged 4
		SP:Iteration 80F (21471.910000 sec): 3 clusters
  Score: Raw -875006.941914 + Penalty 2895.061980 = -872111.879935
  nChanged 3
		SP:Iteration 81Q (21472.130000 sec): 3 clusters
  Score: Raw -875007.305581 + Penalty 2895.061980 = -872112.243602
  nChanged 4
		SP:Iteration 82Q (21472.350000 sec): 3 clusters
  Score: Raw -875007.545134 + Penalty 2895.061980 = -872112.483155
  nChanged 1
		SP:Iteration 83Q (21472.560000 sec): 3 clusters
  Score: Raw -875007.611969 + Penalty 2895.061980 = -872112.549990
  nChanged 1
		SP:Iteration 84Q (21472.730000 sec): 3 clusters
  Score: Raw -875007.784953 + Penalty 2895.061980 = -872112.722973
  nChanged 1
		SP:Iteration 85Q (21472.930000 sec): 3 clusters
  Score: Raw -875007.885781 + Penalty 2895.061980 = -872112.823802
  nChanged 2
		SP:Iteration 86Q (21473.120000 sec): 3 clusters
  Score: Raw -875007.962710 + Penalty 2895.061980 = -872112.900730
  nChanged 1
		SP:Iteration 87Q (21473.320000 sec): 3 clusters
  Score: Raw -875008.161903 + Penalty 2895.061980 = -872113.099924
  nChanged 0
		SP:Iteration 88F (21473.560000 sec): 3 clusters
  Score: Raw -875008.161903 + Penalty 2895.061980 = -872113.099924
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21473.690000 sec): 2 clusters
  Score: Raw -119549.349618 + Penalty 1131.825556 = -118417.524062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21473.850000 sec): 3 clusters
  Score: Raw -119239.513627 + Penalty 2263.651112 = -116975.862515
  nChanged 322
		SP:Iteration 1F (21474.000000 sec): 3 clusters
  Score: Raw -119674.154170 + Penalty 2263.651112 = -117410.503057
  nChanged 115
		SP:Iteration 2F (21474.220000 sec): 3 clusters
  Score: Raw -119915.391701 + Penalty 2263.651112 = -117651.740589
  nChanged 71
		SP:Iteration 3F (21474.420000 sec): 3 clusters
  Score: Raw -120065.316676 + Penalty 2263.651112 = -117801.665563
  nChanged 45
		SP:Iteration 4Q (21474.560000 sec): 3 clusters
  Score: Raw -120134.799802 + Penalty 2263.651112 = -117871.148690
  nChanged 27
		SP:Iteration 5Q (21474.740000 sec): 3 clusters
  Score: Raw -120171.144504 + Penalty 2263.651112 = -117907.493391
  nChanged 15
		SP:Iteration 6Q (21474.950000 sec): 3 clusters
  Score: Raw -120201.186494 + Penalty 2263.651112 = -117937.535382
  nChanged 19
		SP:Iteration 7Q (21475.100000 sec): 3 clusters
  Score: Raw -120224.139839 + Penalty 2263.651112 = -117960.488727
  nChanged 10
		SP:Iteration 8Q (21475.320000 sec): 3 clusters
  Score: Raw -120234.213080 + Penalty 2263.651112 = -117970.561967
  nChanged 10
		SP:Iteration 9Q (21475.480000 sec): 3 clusters
  Score: Raw -120246.971159 + Penalty 2263.651112 = -117983.320046
  nChanged 9
		SP:Iteration 10Q (21475.640000 sec): 3 clusters
  Score: Raw -120259.702036 + Penalty 2263.651112 = -117996.050923
  nChanged 7
		SP:Iteration 11Q (21475.810000 sec): 3 clusters
  Score: Raw -120266.586463 + Penalty 2263.651112 = -118002.935351
  nChanged 1
		SP:Iteration 12Q (21476.010000 sec): 3 clusters
  Score: Raw -120267.984839 + Penalty 2263.651112 = -118004.333726
  nChanged 1
		SP:Iteration 13Q (21476.180000 sec): 3 clusters
  Score: Raw -120269.022738 + Penalty 2263.651112 = -118005.371626
  nChanged 3
		SP:Iteration 14Q (21476.380000 sec): 3 clusters
  Score: Raw -120273.292300 + Penalty 2263.651112 = -118009.641188
  nChanged 2
		SP:Iteration 15Q (21476.570000 sec): 3 clusters
  Score: Raw -120275.943884 + Penalty 2263.651112 = -118012.292772
  nChanged 2
		SP:Iteration 16Q (21476.750000 sec): 3 clusters
  Score: Raw -120280.122501 + Penalty 2263.651112 = -118016.471389
  nChanged 2
		SP:Iteration 17Q (21476.920000 sec): 3 clusters
  Score: Raw -120289.648291 + Penalty 2263.651112 = -118025.997179
  nChanged 5
		SP:Iteration 18Q (21477.060000 sec): 3 clusters
  Score: Raw -120302.628978 + Penalty 2263.651112 = -118038.977866
  nChanged 3
		SP:Iteration 19Q (21477.280000 sec): 3 clusters
  Score: Raw -120311.191143 + Penalty 2263.651112 = -118047.540030
  nChanged 1
		SP:Iteration 20F (21477.430000 sec): 3 clusters
  Score: Raw -120313.943936 + Penalty 2263.651112 = -118050.292824
  nChanged 3
		SP:Iteration 21Q (21477.600000 sec): 3 clusters
  Score: Raw -120318.870798 + Penalty 2263.651112 = -118055.219685
  nChanged 1
		SP:Iteration 22Q (21477.760000 sec): 3 clusters
  Score: Raw -120320.740229 + Penalty 2263.651112 = -118057.089117
  nChanged 2
		SP:Iteration 23Q (21477.870000 sec): 3 clusters
  Score: Raw -120325.351635 + Penalty 2263.651112 = -118061.700523
  nChanged 2
		SP:Iteration 24Q (21478.030000 sec): 3 clusters
  Score: Raw -120329.623006 + Penalty 2263.651112 = -118065.971894
  nChanged 1
		SP:Iteration 25Q (21478.230000 sec): 3 clusters
  Score: Raw -120330.367396 + Penalty 2263.651112 = -118066.716284
  nChanged 0
		SP:Iteration 26F (21478.370000 sec): 3 clusters
  Score: Raw -120330.367396 + Penalty 2263.651112 = -118066.716284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21478.530000 sec): 2 clusters
  Score: Raw -393913.695801 + Penalty 1321.660252 = -392592.035548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21478.680000 sec): 3 clusters
  Score: Raw -392294.739164 + Penalty 2643.320505 = -389651.418659
  nChanged 1313
		SP:Iteration 1F (21478.880000 sec): 3 clusters
  Score: Raw -393106.089395 + Penalty 2643.320505 = -390462.768890
  nChanged 268
		SP:Iteration 2F (21479.070000 sec): 3 clusters
  Score: Raw -393297.295000 + Penalty 2643.320505 = -390653.974495
  nChanged 210
		SP:Iteration 3F (21479.260000 sec): 3 clusters
  Score: Raw -393446.002606 + Penalty 2643.320505 = -390802.682101
  nChanged 177
		SP:Iteration 4F (21479.440000 sec): 3 clusters
  Score: Raw -393572.570946 + Penalty 2643.320505 = -390929.250442
  nChanged 144
		SP:Iteration 5Q (21479.630000 sec): 3 clusters
  Score: Raw -393670.768955 + Penalty 2643.320505 = -391027.448450
  nChanged 132
		SP:Iteration 6Q (21479.820000 sec): 3 clusters
  Score: Raw -393767.702405 + Penalty 2643.320505 = -391124.381900
  nChanged 115
		SP:Iteration 7Q (21480.000000 sec): 3 clusters
  Score: Raw -393852.595359 + Penalty 2643.320505 = -391209.274854
  nChanged 99
		SP:Iteration 8Q (21480.180000 sec): 3 clusters
  Score: Raw -393915.144182 + Penalty 2643.320505 = -391271.823678
  nChanged 71
		SP:Iteration 9Q (21480.370000 sec): 3 clusters
  Score: Raw -393954.293168 + Penalty 2643.320505 = -391310.972664
  nChanged 59
		SP:Iteration 10Q (21480.540000 sec): 3 clusters
  Score: Raw -393977.302371 + Penalty 2643.320505 = -391333.981866
  nChanged 33
		SP:Iteration 11Q (21480.750000 sec): 3 clusters
  Score: Raw -393990.780248 + Penalty 2643.320505 = -391347.459743
  nChanged 30
		SP:Iteration 12Q (21480.900000 sec): 3 clusters
  Score: Raw -394003.041449 + Penalty 2643.320505 = -391359.720944
  nChanged 34
		SP:Iteration 13Q (21481.090000 sec): 3 clusters
  Score: Raw -394020.332216 + Penalty 2643.320505 = -391377.011711
  nChanged 50
		SP:Iteration 14Q (21481.270000 sec): 3 clusters
  Score: Raw -394044.387902 + Penalty 2643.320505 = -391401.067397
  nChanged 44
		SP:Iteration 15Q (21481.460000 sec): 3 clusters
  Score: Raw -394064.506036 + Penalty 2643.320505 = -391421.185531
  nChanged 36
		SP:Iteration 16Q (21481.660000 sec): 3 clusters
  Score: Raw -394080.574056 + Penalty 2643.320505 = -391437.253551
  nChanged 34
		SP:Iteration 17Q (21481.840000 sec): 3 clusters
  Score: Raw -394097.858013 + Penalty 2643.320505 = -391454.537508
  nChanged 32
		SP:Iteration 18Q (21481.990000 sec): 3 clusters
  Score: Raw -394117.909211 + Penalty 2643.320505 = -391474.588706
  nChanged 38
		SP:Iteration 19Q (21482.200000 sec): 3 clusters
  Score: Raw -394133.962974 + Penalty 2643.320505 = -391490.642470
  nChanged 19
		SP:Iteration 20F (21482.380000 sec): 3 clusters
  Score: Raw -394141.041055 + Penalty 2643.320505 = -391497.720550
  nChanged 16
		SP:Iteration 21Q (21482.560000 sec): 3 clusters
  Score: Raw -394148.464406 + Penalty 2643.320505 = -391505.143901
  nChanged 19
		SP:Iteration 22Q (21482.730000 sec): 3 clusters
  Score: Raw -394158.548421 + Penalty 2643.320505 = -391515.227916
  nChanged 15
		SP:Iteration 23Q (21482.880000 sec): 3 clusters
  Score: Raw -394164.365694 + Penalty 2643.320505 = -391521.045189
  nChanged 16
		SP:Iteration 24Q (21483.090000 sec): 3 clusters
  Score: Raw -394170.828928 + Penalty 2643.320505 = -391527.508423
  nChanged 18
		SP:Iteration 25Q (21483.270000 sec): 3 clusters
  Score: Raw -394180.810047 + Penalty 2643.320505 = -391537.489542
  nChanged 24
		SP:Iteration 26Q (21483.450000 sec): 3 clusters
  Score: Raw -394192.796297 + Penalty 2643.320505 = -391549.475792
  nChanged 29
		SP:Iteration 27Q (21483.640000 sec): 3 clusters
  Score: Raw -394206.477849 + Penalty 2643.320505 = -391563.157344
  nChanged 30
		SP:Iteration 28Q (21483.820000 sec): 3 clusters
  Score: Raw -394222.651121 + Penalty 2643.320505 = -391579.330616
  nChanged 38
		SP:Iteration 29Q (21483.980000 sec): 3 clusters
  Score: Raw -394241.565363 + Penalty 2643.320505 = -391598.244858
  nChanged 42
		SP:Iteration 30Q (21484.180000 sec): 3 clusters
  Score: Raw -394264.127535 + Penalty 2643.320505 = -391620.807030
  nChanged 39
		SP:Iteration 31Q (21484.380000 sec): 3 clusters
  Score: Raw -394290.461174 + Penalty 2643.320505 = -391647.140669
  nChanged 47
		SP:Iteration 32Q (21484.520000 sec): 3 clusters
  Score: Raw -394330.148410 + Penalty 2643.320505 = -391686.827906
  nChanged 58
		SP:Iteration 33Q (21484.700000 sec): 3 clusters
  Score: Raw -394373.676476 + Penalty 2643.320505 = -391730.355971
  nChanged 63
		SP:Iteration 34Q (21484.850000 sec): 3 clusters
  Score: Raw -394422.614050 + Penalty 2643.320505 = -391779.293545
  nChanged 52
		SP:Iteration 35Q (21485.030000 sec): 3 clusters
  Score: Raw -394462.731817 + Penalty 2643.320505 = -391819.411312
  nChanged 46
		SP:Iteration 36Q (21485.250000 sec): 3 clusters
  Score: Raw -394502.031631 + Penalty 2643.320505 = -391858.711126
  nChanged 41
		SP:Iteration 37Q (21485.400000 sec): 3 clusters
  Score: Raw -394526.571395 + Penalty 2643.320505 = -391883.250890
  nChanged 35
		SP:Iteration 38Q (21485.550000 sec): 3 clusters
  Score: Raw -394541.964639 + Penalty 2643.320505 = -391898.644134
  nChanged 25
		SP:Iteration 39Q (21485.760000 sec): 3 clusters
  Score: Raw -394553.814138 + Penalty 2643.320505 = -391910.493633
  nChanged 17
		SP:Iteration 40F (21485.900000 sec): 3 clusters
  Score: Raw -394561.766075 + Penalty 2643.320505 = -391918.445570
  nChanged 10
		SP:Iteration 41Q (21486.060000 sec): 3 clusters
  Score: Raw -394566.074379 + Penalty 2643.320505 = -391922.753874
  nChanged 12
		SP:Iteration 42Q (21486.230000 sec): 3 clusters
  Score: Raw -394569.934987 + Penalty 2643.320505 = -391926.614483
  nChanged 5
		SP:Iteration 43Q (21486.430000 sec): 3 clusters
  Score: Raw -394573.410565 + Penalty 2643.320505 = -391930.090060
  nChanged 6
		SP:Iteration 44Q (21486.570000 sec): 3 clusters
  Score: Raw -394576.595592 + Penalty 2643.320505 = -391933.275087
  nChanged 9
		SP:Iteration 45Q (21486.790000 sec): 3 clusters
  Score: Raw -394579.236398 + Penalty 2643.320505 = -391935.915893
  nChanged 4
		SP:Iteration 46Q (21486.960000 sec): 3 clusters
  Score: Raw -394581.340492 + Penalty 2643.320505 = -391938.019987
  nChanged 4
		SP:Iteration 47Q (21487.130000 sec): 3 clusters
  Score: Raw -394582.562429 + Penalty 2643.320505 = -391939.241924
  nChanged 5
		SP:Iteration 48Q (21487.340000 sec): 3 clusters
  Score: Raw -394583.881304 + Penalty 2643.320505 = -391940.560799
  nChanged 8
		SP:Iteration 49Q (21487.510000 sec): 3 clusters
  Score: Raw -394586.296470 + Penalty 2643.320505 = -391942.975965
  nChanged 5
		SP:Iteration 50Q (21487.670000 sec): 3 clusters
  Score: Raw -394588.351069 + Penalty 2643.320505 = -391945.030564
  nChanged 3
		SP:Iteration 51Q (21487.830000 sec): 3 clusters
  Score: Raw -394589.353300 + Penalty 2643.320505 = -391946.032795
  nChanged 1
		SP:Iteration 52Q (21487.990000 sec): 3 clusters
  Score: Raw -394589.847418 + Penalty 2643.320505 = -391946.526913
  nChanged 2
		SP:Iteration 53Q (21488.180000 sec): 3 clusters
  Score: Raw -394590.143531 + Penalty 2643.320505 = -391946.823026
  nChanged 1
		SP:Iteration 54Q (21488.350000 sec): 3 clusters
  Score: Raw -394590.593480 + Penalty 2643.320505 = -391947.272975
  nChanged 2
		SP:Iteration 55Q (21488.540000 sec): 3 clusters
  Score: Raw -394593.005776 + Penalty 2643.320505 = -391949.685271
  nChanged 5
		SP:Iteration 56Q (21488.740000 sec): 3 clusters
  Score: Raw -394595.939267 + Penalty 2643.320505 = -391952.618762
  nChanged 4
		SP:Iteration 57Q (21488.910000 sec): 3 clusters
  Score: Raw -394597.673164 + Penalty 2643.320505 = -391954.352659
  nChanged 5
		SP:Iteration 58Q (21489.110000 sec): 3 clusters
  Score: Raw -394599.052923 + Penalty 2643.320505 = -391955.732418
  nChanged 3
		SP:Iteration 59Q (21489.280000 sec): 3 clusters
  Score: Raw -394599.982458 + Penalty 2643.320505 = -391956.661953
  nChanged 1
		SP:Iteration 60F (21489.490000 sec): 3 clusters
  Score: Raw -394600.537962 + Penalty 2643.320505 = -391957.217458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21489.550000 sec): 2 clusters
  Score: Raw -204567.318152 + Penalty 1219.284565 = -203348.033587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21489.780000 sec): 3 clusters
  Score: Raw -203852.691378 + Penalty 2438.569130 = -201414.122248
  nChanged 626
		SP:Iteration 1F (21489.950000 sec): 3 clusters
  Score: Raw -204314.584368 + Penalty 2438.569130 = -201876.015238
  nChanged 149
		SP:Iteration 2F (21490.090000 sec): 3 clusters
  Score: Raw -204473.013535 + Penalty 2438.569130 = -202034.444405
  nChanged 113
		SP:Iteration 3F (21490.270000 sec): 3 clusters
  Score: Raw -204596.334698 + Penalty 2438.569130 = -202157.765568
  nChanged 86
		SP:Iteration 4Q (21490.460000 sec): 3 clusters
  Score: Raw -204677.027389 + Penalty 2438.569130 = -202238.458259
  nChanged 62
		SP:Iteration 5Q (21490.660000 sec): 3 clusters
  Score: Raw -204730.541719 + Penalty 2438.569130 = -202291.972589
  nChanged 51
		SP:Iteration 6Q (21490.820000 sec): 3 clusters
  Score: Raw -204768.095759 + Penalty 2438.569130 = -202329.526629
  nChanged 36
		SP:Iteration 7Q (21490.980000 sec): 3 clusters
  Score: Raw -204796.416866 + Penalty 2438.569130 = -202357.847736
  nChanged 33
		SP:Iteration 8Q (21491.150000 sec): 3 clusters
  Score: Raw -204818.242819 + Penalty 2438.569130 = -202379.673689
  nChanged 22
		SP:Iteration 9Q (21491.310000 sec): 3 clusters
  Score: Raw -204834.040685 + Penalty 2438.569130 = -202395.471555
  nChanged 19
		SP:Iteration 10Q (21491.530000 sec): 3 clusters
  Score: Raw -204847.858649 + Penalty 2438.569130 = -202409.289519
  nChanged 19
		SP:Iteration 11Q (21491.680000 sec): 3 clusters
  Score: Raw -204859.001505 + Penalty 2438.569130 = -202420.432375
  nChanged 14
		SP:Iteration 12Q (21491.880000 sec): 3 clusters
  Score: Raw -204867.638340 + Penalty 2438.569130 = -202429.069210
  nChanged 15
		SP:Iteration 13Q (21492.070000 sec): 3 clusters
  Score: Raw -204878.903718 + Penalty 2438.569130 = -202440.334588
  nChanged 15
		SP:Iteration 14Q (21492.220000 sec): 3 clusters
  Score: Raw -204887.666833 + Penalty 2438.569130 = -202449.097703
  nChanged 10
		SP:Iteration 15Q (21492.430000 sec): 3 clusters
  Score: Raw -204896.610415 + Penalty 2438.569130 = -202458.041285
  nChanged 12
		SP:Iteration 16Q (21492.630000 sec): 3 clusters
  Score: Raw -204904.120223 + Penalty 2438.569130 = -202465.551093
  nChanged 7
		SP:Iteration 17Q (21492.800000 sec): 3 clusters
  Score: Raw -204908.392671 + Penalty 2438.569130 = -202469.823541
  nChanged 5
		SP:Iteration 18Q (21492.990000 sec): 3 clusters
  Score: Raw -204912.470397 + Penalty 2438.569130 = -202473.901267
  nChanged 5
		SP:Iteration 19Q (21493.170000 sec): 3 clusters
  Score: Raw -204916.597165 + Penalty 2438.569130 = -202478.028035
  nChanged 7
		SP:Iteration 20F (21493.350000 sec): 3 clusters
  Score: Raw -204921.088413 + Penalty 2438.569130 = -202482.519283
  nChanged 7
		SP:Iteration 21Q (21493.500000 sec): 3 clusters
  Score: Raw -204926.370087 + Penalty 2438.569130 = -202487.800957
  nChanged 5
		SP:Iteration 22Q (21493.710000 sec): 3 clusters
  Score: Raw -204929.228843 + Penalty 2438.569130 = -202490.659713
  nChanged 3
		SP:Iteration 23Q (21493.850000 sec): 3 clusters
  Score: Raw -204931.157097 + Penalty 2438.569130 = -202492.587967
  nChanged 6
		SP:Iteration 24Q (21494.050000 sec): 3 clusters
  Score: Raw -204934.435880 + Penalty 2438.569130 = -202495.866750
  nChanged 2
		SP:Iteration 25Q (21494.220000 sec): 3 clusters
  Score: Raw -204935.211855 + Penalty 2438.569130 = -202496.642725
  nChanged 2
		SP:Iteration 26Q (21494.400000 sec): 3 clusters
  Score: Raw -204936.726655 + Penalty 2438.569130 = -202498.157525
  nChanged 4
		SP:Iteration 27Q (21494.630000 sec): 3 clusters
  Score: Raw -204938.162180 + Penalty 2438.569130 = -202499.593050
  nChanged 0
		SP:Iteration 28F (21494.790000 sec): 3 clusters
  Score: Raw -204938.162180 + Penalty 2438.569130 = -202499.593050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21494.880000 sec): 2 clusters
  Score: Raw -23557.431080 + Penalty 931.141215 = -22626.289865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21495.070000 sec): 3 clusters
  Score: Raw -23693.842625 + Penalty 1862.282429 = -21831.560195
  nChanged 81
		SP:Iteration 1F (21495.180000 sec): 3 clusters
  Score: Raw -23932.865641 + Penalty 1862.282429 = -22070.583212
  nChanged 25
		SP:Iteration 2F (21495.370000 sec): 3 clusters
  Score: Raw -24011.193090 + Penalty 1862.282429 = -22148.910660
  nChanged 12
		SP:Iteration 3Q (21495.510000 sec): 3 clusters
  Score: Raw -24030.816598 + Penalty 1862.282429 = -22168.534168
  nChanged 9
		SP:Iteration 4Q (21495.660000 sec): 3 clusters
  Score: Raw -24057.008354 + Penalty 1862.282429 = -22194.725925
  nChanged 9
		SP:Iteration 5Q (21495.850000 sec): 3 clusters
  Score: Raw -24087.097222 + Penalty 1862.282429 = -22224.814792
  nChanged 6
		SP:Iteration 6Q (21496.010000 sec): 3 clusters
  Score: Raw -24118.981860 + Penalty 1862.282429 = -22256.699430
  nChanged 7
		SP:Iteration 7Q (21496.230000 sec): 3 clusters
  Score: Raw -24135.637529 + Penalty 1862.282429 = -22273.355100
  nChanged 3
		SP:Iteration 8Q (21496.430000 sec): 3 clusters
  Score: Raw -24154.795121 + Penalty 1862.282429 = -22292.512692
  nChanged 5
		SP:Iteration 9Q (21496.570000 sec): 3 clusters
  Score: Raw -24165.353144 + Penalty 1862.282429 = -22303.070714
  nChanged 1
		SP:Iteration 10Q (21496.760000 sec): 3 clusters
  Score: Raw -24169.300846 + Penalty 1862.282429 = -22307.018417
  nChanged 2
		SP:Iteration 11Q (21496.930000 sec): 3 clusters
  Score: Raw -24174.637504 + Penalty 1862.282429 = -22312.355075
  nChanged 2
		SP:Iteration 12Q (21497.090000 sec): 3 clusters
  Score: Raw -24178.062287 + Penalty 1862.282429 = -22315.779858
  nChanged 1
		SP:Iteration 13Q (21497.260000 sec): 3 clusters
  Score: Raw -24188.453827 + Penalty 1862.282429 = -22326.171398
  nChanged 0
		SP:Iteration 14F (21497.460000 sec): 3 clusters
  Score: Raw -24190.179069 + Penalty 1862.282429 = -22327.896640
  nChanged 1
		SP:Iteration 15Q (21497.630000 sec): 3 clusters
  Score: Raw -24199.735205 + Penalty 1862.282429 = -22337.452775
  nChanged 2
		SP:Iteration 16Q (21497.810000 sec): 3 clusters
  Score: Raw -24207.374749 + Penalty 1862.282429 = -22345.092319
  nChanged 0
		SP:Iteration 17F (21497.990000 sec): 3 clusters
  Score: Raw -24207.374749 + Penalty 1862.282429 = -22345.092319
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21498.090000 sec): 2 clusters
  Score: Raw -100735.816751 + Penalty 1103.573488 = -99632.243263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21498.240000 sec): 3 clusters
  Score: Raw -100494.122512 + Penalty 2207.146975 = -98286.975537
  nChanged 279
		SP:Iteration 1F (21498.440000 sec): 3 clusters
  Score: Raw -100766.518004 + Penalty 2207.146975 = -98559.371029
  nChanged 96
		SP:Iteration 2F (21498.610000 sec): 3 clusters
  Score: Raw -100902.088439 + Penalty 2207.146975 = -98694.941463
  nChanged 80
		SP:Iteration 3F (21498.780000 sec): 3 clusters
  Score: Raw -101072.545214 + Penalty 2207.146975 = -98865.398239
  nChanged 81
		SP:Iteration 4F (21498.950000 sec): 3 clusters
  Score: Raw -101291.294951 + Penalty 2207.146975 = -99084.147976
  nChanged 73
		SP:Iteration 5F (21499.140000 sec): 3 clusters
  Score: Raw -101473.661966 + Penalty 2207.146975 = -99266.514990
  nChanged 46
		SP:Iteration 6F (21499.320000 sec): 3 clusters
  Score: Raw -101547.832417 + Penalty 2207.146975 = -99340.685442
  nChanged 26
		SP:Iteration 7Q (21499.480000 sec): 3 clusters
  Score: Raw -101592.875252 + Penalty 2207.146975 = -99385.728277
  nChanged 9
		SP:Iteration 8Q (21499.680000 sec): 3 clusters
  Score: Raw -101608.057667 + Penalty 2207.146975 = -99400.910692
  nChanged 5
		SP:Iteration 9Q (21499.880000 sec): 3 clusters
  Score: Raw -101615.274551 + Penalty 2207.146975 = -99408.127575
  nChanged 5
		SP:Iteration 10Q (21500.030000 sec): 3 clusters
  Score: Raw -101626.741578 + Penalty 2207.146975 = -99419.594602
  nChanged 4
		SP:Iteration 11Q (21500.200000 sec): 3 clusters
  Score: Raw -101638.108322 + Penalty 2207.146975 = -99430.961347
  nChanged 7
		SP:Iteration 12Q (21500.390000 sec): 3 clusters
  Score: Raw -101645.828919 + Penalty 2207.146975 = -99438.681943
  nChanged 2
		SP:Iteration 13Q (21500.570000 sec): 3 clusters
  Score: Raw -101647.879310 + Penalty 2207.146975 = -99440.732334
  nChanged 0
		SP:Iteration 14F (21500.710000 sec): 3 clusters
  Score: Raw -101647.879310 + Penalty 2207.146975 = -99440.732334
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21500.810000 sec): 2 clusters
  Score: Raw -253207.774364 + Penalty 1247.577570 = -251960.196794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21500.990000 sec): 3 clusters
  Score: Raw -252252.595311 + Penalty 2495.155140 = -249757.440171
  nChanged 787
		SP:Iteration 1F (21501.180000 sec): 3 clusters
  Score: Raw -252759.529415 + Penalty 2495.155140 = -250264.374275
  nChanged 162
		SP:Iteration 2F (21501.330000 sec): 3 clusters
  Score: Raw -252898.967534 + Penalty 2495.155140 = -250403.812394
  nChanged 123
		SP:Iteration 3F (21501.480000 sec): 3 clusters
  Score: Raw -253007.674826 + Penalty 2495.155140 = -250512.519686
  nChanged 106
		SP:Iteration 4Q (21501.620000 sec): 3 clusters
  Score: Raw -253092.573569 + Penalty 2495.155140 = -250597.418429
  nChanged 83
		SP:Iteration 5Q (21501.790000 sec): 3 clusters
  Score: Raw -253154.556413 + Penalty 2495.155140 = -250659.401273
  nChanged 68
		SP:Iteration 6Q (21501.920000 sec): 3 clusters
  Score: Raw -253209.262238 + Penalty 2495.155140 = -250714.107098
  nChanged 69
		SP:Iteration 7Q (21502.100000 sec): 3 clusters
  Score: Raw -253255.982320 + Penalty 2495.155140 = -250760.827180
  nChanged 57
		SP:Iteration 8Q (21502.290000 sec): 3 clusters
  Score: Raw -253294.249266 + Penalty 2495.155140 = -250799.094126
  nChanged 45
		SP:Iteration 9Q (21502.480000 sec): 3 clusters
  Score: Raw -253324.580766 + Penalty 2495.155140 = -250829.425626
  nChanged 42
		SP:Iteration 10Q (21502.650000 sec): 3 clusters
  Score: Raw -253356.036508 + Penalty 2495.155140 = -250860.881369
  nChanged 37
		SP:Iteration 11Q (21502.840000 sec): 3 clusters
  Score: Raw -253378.861305 + Penalty 2495.155140 = -250883.706165
  nChanged 28
		SP:Iteration 12Q (21503.030000 sec): 3 clusters
  Score: Raw -253395.108672 + Penalty 2495.155140 = -250899.953533
  nChanged 31
		SP:Iteration 13Q (21503.230000 sec): 3 clusters
  Score: Raw -253414.254663 + Penalty 2495.155140 = -250919.099523
  nChanged 31
		SP:Iteration 14Q (21503.400000 sec): 3 clusters
  Score: Raw -253438.198382 + Penalty 2495.155140 = -250943.043242
  nChanged 28
		SP:Iteration 15Q (21503.550000 sec): 3 clusters
  Score: Raw -253455.848922 + Penalty 2495.155140 = -250960.693782
  nChanged 32
		SP:Iteration 16Q (21503.720000 sec): 3 clusters
  Score: Raw -253479.013515 + Penalty 2495.155140 = -250983.858376
  nChanged 32
		SP:Iteration 17Q (21503.910000 sec): 3 clusters
  Score: Raw -253510.108671 + Penalty 2495.155140 = -251014.953531
  nChanged 44
		SP:Iteration 18Q (21504.080000 sec): 3 clusters
  Score: Raw -253546.509616 + Penalty 2495.155140 = -251051.354476
  nChanged 30
		SP:Iteration 19Q (21504.270000 sec): 3 clusters
  Score: Raw -253574.927003 + Penalty 2495.155140 = -251079.771863
  nChanged 39
		SP:Iteration 20F (21504.420000 sec): 3 clusters
  Score: Raw -253611.527646 + Penalty 2495.155140 = -251116.372506
  nChanged 32
		SP:Iteration 21Q (21504.630000 sec): 3 clusters
  Score: Raw -253640.693617 + Penalty 2495.155140 = -251145.538477
  nChanged 26
		SP:Iteration 22Q (21504.760000 sec): 3 clusters
  Score: Raw -253656.035706 + Penalty 2495.155140 = -251160.880566
  nChanged 18
		SP:Iteration 23Q (21504.970000 sec): 3 clusters
  Score: Raw -253666.789092 + Penalty 2495.155140 = -251171.633953
  nChanged 14
		SP:Iteration 24Q (21505.130000 sec): 3 clusters
  Score: Raw -253676.130082 + Penalty 2495.155140 = -251180.974942
  nChanged 17
		SP:Iteration 25Q (21505.270000 sec): 3 clusters
  Score: Raw -253688.013781 + Penalty 2495.155140 = -251192.858641
  nChanged 20
		SP:Iteration 26Q (21505.480000 sec): 3 clusters
  Score: Raw -253701.333653 + Penalty 2495.155140 = -251206.178514
  nChanged 19
		SP:Iteration 27Q (21505.590000 sec): 3 clusters
  Score: Raw -253714.453869 + Penalty 2495.155140 = -251219.298729
  nChanged 20
		SP:Iteration 28Q (21505.750000 sec): 3 clusters
  Score: Raw -253727.310754 + Penalty 2495.155140 = -251232.155615
  nChanged 20
		SP:Iteration 29Q (21505.920000 sec): 3 clusters
  Score: Raw -253741.680763 + Penalty 2495.155140 = -251246.525623
  nChanged 19
		SP:Iteration 30Q (21506.100000 sec): 3 clusters
  Score: Raw -253754.966682 + Penalty 2495.155140 = -251259.811542
  nChanged 11
		SP:Iteration 31Q (21506.200000 sec): 3 clusters
  Score: Raw -253760.023011 + Penalty 2495.155140 = -251264.867871
  nChanged 6
		SP:Iteration 32Q (21506.370000 sec): 3 clusters
  Score: Raw -253762.087409 + Penalty 2495.155140 = -251266.932269
  nChanged 7
		SP:Iteration 33Q (21506.570000 sec): 3 clusters
  Score: Raw -253764.801671 + Penalty 2495.155140 = -251269.646531
  nChanged 2
		SP:Iteration 34Q (21506.720000 sec): 3 clusters
  Score: Raw -253766.101053 + Penalty 2495.155140 = -251270.945913
  nChanged 2
		SP:Iteration 35Q (21506.890000 sec): 3 clusters
  Score: Raw -253767.754926 + Penalty 2495.155140 = -251272.599786
  nChanged 5
		SP:Iteration 36Q (21507.060000 sec): 3 clusters
  Score: Raw -253769.848142 + Penalty 2495.155140 = -251274.693002
  nChanged 4
		SP:Iteration 37Q (21507.230000 sec): 3 clusters
  Score: Raw -253771.661727 + Penalty 2495.155140 = -251276.506587
  nChanged 3
		SP:Iteration 38Q (21507.450000 sec): 3 clusters
  Score: Raw -253772.356861 + Penalty 2495.155140 = -251277.201721
  nChanged 1
		SP:Iteration 39Q (21507.610000 sec): 3 clusters
  Score: Raw -253772.631306 + Penalty 2495.155140 = -251277.476166
  nChanged 1
		SP:Iteration 40F (21507.790000 sec): 3 clusters
  Score: Raw -253772.855502 + Penalty 2495.155140 = -251277.700363
  nChanged 1
		SP:Iteration 41Q (21507.980000 sec): 3 clusters
  Score: Raw -253773.106333 + Penalty 2495.155140 = -251277.951193
  nChanged 0
		SP:Iteration 42F (21508.170000 sec): 3 clusters
  Score: Raw -253773.106333 + Penalty 2495.155140 = -251277.951193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21508.320000 sec): 2 clusters
  Score: Raw -1808287.362106 + Penalty 1565.307672 = -1806722.054434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21508.590000 sec): 3 clusters
  Score: Raw -1799385.883269 + Penalty 3130.615344 = -1796255.267924
  nChanged 6807
		SP:Iteration 1F (21508.850000 sec): 3 clusters
  Score: Raw -1803192.256598 + Penalty 3130.615344 = -1800061.641254
  nChanged 974
		SP:Iteration 2F (21509.050000 sec): 3 clusters
  Score: Raw -1803677.025323 + Penalty 3130.615344 = -1800546.409979
  nChanged 957
		SP:Iteration 3F (21509.310000 sec): 3 clusters
  Score: Raw -1804183.683596 + Penalty 3130.615344 = -1801053.068252
  nChanged 851
		SP:Iteration 4F (21509.550000 sec): 3 clusters
  Score: Raw -1804614.154234 + Penalty 3130.615344 = -1801483.538890
  nChanged 763
		SP:Iteration 5F (21509.800000 sec): 3 clusters
  Score: Raw -1805002.885792 + Penalty 3130.615344 = -1801872.270448
  nChanged 719
		SP:Iteration 6Q (21510.030000 sec): 3 clusters
  Score: Raw -1805388.269341 + Penalty 3130.615344 = -1802257.653997
  nChanged 720
		SP:Iteration 7Q (21510.300000 sec): 3 clusters
  Score: Raw -1805760.886590 + Penalty 3130.615344 = -1802630.271246
  nChanged 675
		SP:Iteration 8Q (21510.550000 sec): 3 clusters
  Score: Raw -1806103.085561 + Penalty 3130.615344 = -1802972.470217
  nChanged 593
		SP:Iteration 9Q (21510.780000 sec): 3 clusters
  Score: Raw -1806406.546367 + Penalty 3130.615344 = -1803275.931023
  nChanged 541
		SP:Iteration 10Q (21511.060000 sec): 3 clusters
  Score: Raw -1806679.760817 + Penalty 3130.615344 = -1803549.145473
  nChanged 460
		SP:Iteration 11Q (21511.300000 sec): 3 clusters
  Score: Raw -1806901.366899 + Penalty 3130.615344 = -1803770.751555
  nChanged 385
		SP:Iteration 12Q (21511.530000 sec): 3 clusters
  Score: Raw -1807071.579142 + Penalty 3130.615344 = -1803940.963797
  nChanged 326
		SP:Iteration 13Q (21511.760000 sec): 3 clusters
  Score: Raw -1807219.863395 + Penalty 3130.615344 = -1804089.248051
  nChanged 298
		SP:Iteration 14Q (21512.020000 sec): 3 clusters
  Score: Raw -1807364.059470 + Penalty 3130.615344 = -1804233.444126
  nChanged 279
		SP:Iteration 15Q (21512.240000 sec): 3 clusters
  Score: Raw -1807514.419777 + Penalty 3130.615344 = -1804383.804433
  nChanged 255
		SP:Iteration 16Q (21512.490000 sec): 3 clusters
  Score: Raw -1807663.270369 + Penalty 3130.615344 = -1804532.655025
  nChanged 238
		SP:Iteration 17Q (21512.740000 sec): 3 clusters
  Score: Raw -1807807.799269 + Penalty 3130.615344 = -1804677.183924
  nChanged 194
		SP:Iteration 18Q (21513.020000 sec): 3 clusters
  Score: Raw -1807914.722326 + Penalty 3130.615344 = -1804784.106982
  nChanged 158
		SP:Iteration 19Q (21513.230000 sec): 3 clusters
  Score: Raw -1807985.921208 + Penalty 3130.615344 = -1804855.305863
  nChanged 145
		SP:Iteration 20F (21513.480000 sec): 3 clusters
  Score: Raw -1808056.253583 + Penalty 3130.615344 = -1804925.638239
  nChanged 132
		SP:Iteration 21Q (21513.720000 sec): 3 clusters
  Score: Raw -1808124.119247 + Penalty 3130.615344 = -1804993.503903
  nChanged 117
		SP:Iteration 22Q (21513.980000 sec): 3 clusters
  Score: Raw -1808185.491708 + Penalty 3130.615344 = -1805054.876364
  nChanged 84
		SP:Iteration 23Q (21514.200000 sec): 3 clusters
  Score: Raw -1808228.832852 + Penalty 3130.615344 = -1805098.217508
  nChanged 91
		SP:Iteration 24Q (21514.410000 sec): 3 clusters
  Score: Raw -1808271.070739 + Penalty 3130.615344 = -1805140.455395
  nChanged 76
		SP:Iteration 25Q (21514.620000 sec): 3 clusters
  Score: Raw -1808308.890136 + Penalty 3130.615344 = -1805178.274792
  nChanged 82
		SP:Iteration 26Q (21514.840000 sec): 3 clusters
  Score: Raw -1808349.377045 + Penalty 3130.615344 = -1805218.761701
  nChanged 75
		SP:Iteration 27Q (21515.060000 sec): 3 clusters
  Score: Raw -1808389.026173 + Penalty 3130.615344 = -1805258.410829
  nChanged 64
		SP:Iteration 28Q (21515.250000 sec): 3 clusters
  Score: Raw -1808415.759308 + Penalty 3130.615344 = -1805285.143964
  nChanged 48
		SP:Iteration 29Q (21515.480000 sec): 3 clusters
  Score: Raw -1808433.976181 + Penalty 3130.615344 = -1805303.360836
  nChanged 39
		SP:Iteration 30Q (21515.720000 sec): 3 clusters
  Score: Raw -1808450.679559 + Penalty 3130.615344 = -1805320.064215
  nChanged 34
		SP:Iteration 31Q (21515.960000 sec): 3 clusters
  Score: Raw -1808467.569764 + Penalty 3130.615344 = -1805336.954420
  nChanged 30
		SP:Iteration 32Q (21516.160000 sec): 3 clusters
  Score: Raw -1808481.066352 + Penalty 3130.615344 = -1805350.451008
  nChanged 27
		SP:Iteration 33Q (21516.400000 sec): 3 clusters
  Score: Raw -1808493.295428 + Penalty 3130.615344 = -1805362.680084
  nChanged 22
		SP:Iteration 34Q (21516.640000 sec): 3 clusters
  Score: Raw -1808502.558100 + Penalty 3130.615344 = -1805371.942756
  nChanged 17
		SP:Iteration 35Q (21516.880000 sec): 3 clusters
  Score: Raw -1808509.456324 + Penalty 3130.615344 = -1805378.840980
  nChanged 11
		SP:Iteration 36Q (21517.110000 sec): 3 clusters
  Score: Raw -1808514.233692 + Penalty 3130.615344 = -1805383.618348
  nChanged 8
		SP:Iteration 37Q (21517.350000 sec): 3 clusters
  Score: Raw -1808516.401456 + Penalty 3130.615344 = -1805385.786112
  nChanged 7
		SP:Iteration 38Q (21517.540000 sec): 3 clusters
  Score: Raw -1808518.712184 + Penalty 3130.615344 = -1805388.096840
  nChanged 7
		SP:Iteration 39Q (21517.780000 sec): 3 clusters
  Score: Raw -1808521.625483 + Penalty 3130.615344 = -1805391.010139
  nChanged 6
		SP:Iteration 40F (21518.020000 sec): 3 clusters
  Score: Raw -1808522.773850 + Penalty 3130.615344 = -1805392.158506
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21518.110000 sec): 2 clusters
  Score: Raw -470619.087005 + Penalty 1348.431770 = -469270.655235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21518.320000 sec): 3 clusters
  Score: Raw -468612.057507 + Penalty 2696.863540 = -465915.193967
  nChanged 1583
		SP:Iteration 1F (21518.520000 sec): 3 clusters
  Score: Raw -469731.049375 + Penalty 2696.863540 = -467034.185835
  nChanged 389
		SP:Iteration 2F (21518.690000 sec): 3 clusters
  Score: Raw -470145.750278 + Penalty 2696.863540 = -467448.886738
  nChanged 315
		SP:Iteration 3F (21518.850000 sec): 3 clusters
  Score: Raw -470444.799781 + Penalty 2696.863540 = -467747.936241
  nChanged 263
		SP:Iteration 4F (21519.030000 sec): 3 clusters
  Score: Raw -470648.144602 + Penalty 2696.863540 = -467951.281062
  nChanged 170
		SP:Iteration 5Q (21519.210000 sec): 3 clusters
  Score: Raw -470769.658812 + Penalty 2696.863540 = -468072.795272
  nChanged 132
		SP:Iteration 6Q (21519.420000 sec): 3 clusters
  Score: Raw -470849.398810 + Penalty 2696.863540 = -468152.535270
  nChanged 85
		SP:Iteration 7Q (21519.570000 sec): 3 clusters
  Score: Raw -470900.380747 + Penalty 2696.863540 = -468203.517207
  nChanged 72
		SP:Iteration 8Q (21519.810000 sec): 3 clusters
  Score: Raw -470941.759235 + Penalty 2696.863540 = -468244.895695
  nChanged 59
		SP:Iteration 9Q (21519.980000 sec): 3 clusters
  Score: Raw -470971.754964 + Penalty 2696.863540 = -468274.891424
  nChanged 56
		SP:Iteration 10Q (21520.160000 sec): 3 clusters
  Score: Raw -470995.255111 + Penalty 2696.863540 = -468298.391571
  nChanged 36
		SP:Iteration 11Q (21520.340000 sec): 3 clusters
  Score: Raw -471009.291482 + Penalty 2696.863540 = -468312.427942
  nChanged 24
		SP:Iteration 12Q (21520.560000 sec): 3 clusters
  Score: Raw -471018.765280 + Penalty 2696.863540 = -468321.901740
  nChanged 23
		SP:Iteration 13Q (21520.770000 sec): 3 clusters
  Score: Raw -471030.111408 + Penalty 2696.863540 = -468333.247868
  nChanged 22
		SP:Iteration 14Q (21520.930000 sec): 3 clusters
  Score: Raw -471038.882231 + Penalty 2696.863540 = -468342.018691
  nChanged 20
		SP:Iteration 15Q (21521.130000 sec): 3 clusters
  Score: Raw -471045.605421 + Penalty 2696.863540 = -468348.741881
  nChanged 19
		SP:Iteration 16Q (21521.340000 sec): 3 clusters
  Score: Raw -471053.125905 + Penalty 2696.863540 = -468356.262365
  nChanged 20
		SP:Iteration 17Q (21521.520000 sec): 3 clusters
  Score: Raw -471061.577201 + Penalty 2696.863540 = -468364.713662
  nChanged 14
		SP:Iteration 18Q (21521.700000 sec): 3 clusters
  Score: Raw -471065.107097 + Penalty 2696.863540 = -468368.243557
  nChanged 11
		SP:Iteration 19Q (21521.900000 sec): 3 clusters
  Score: Raw -471067.809368 + Penalty 2696.863540 = -468370.945828
  nChanged 10
		SP:Iteration 20F (21522.060000 sec): 3 clusters
  Score: Raw -471070.785531 + Penalty 2696.863540 = -468373.921991
  nChanged 7
		SP:Iteration 21Q (21522.250000 sec): 3 clusters
  Score: Raw -471072.404240 + Penalty 2696.863540 = -468375.540700
  nChanged 6
		SP:Iteration 22Q (21522.460000 sec): 3 clusters
  Score: Raw -471074.196239 + Penalty 2696.863540 = -468377.332699
  nChanged 9
		SP:Iteration 23Q (21522.650000 sec): 3 clusters
  Score: Raw -471077.467925 + Penalty 2696.863540 = -468380.604385
  nChanged 9
		SP:Iteration 24Q (21522.820000 sec): 3 clusters
  Score: Raw -471080.040038 + Penalty 2696.863540 = -468383.176498
  nChanged 3
		SP:Iteration 25Q (21523.060000 sec): 3 clusters
  Score: Raw -471080.845984 + Penalty 2696.863540 = -468383.982444
  nChanged 3
		SP:Iteration 26Q (21523.210000 sec): 3 clusters
  Score: Raw -471081.614578 + Penalty 2696.863540 = -468384.751038
  nChanged 5
		SP:Iteration 27Q (21523.420000 sec): 3 clusters
  Score: Raw -471082.747224 + Penalty 2696.863540 = -468385.883685
  nChanged 5
		SP:Iteration 28Q (21523.590000 sec): 3 clusters
  Score: Raw -471084.486055 + Penalty 2696.863540 = -468387.622515
  nChanged 6
		SP:Iteration 29Q (21523.810000 sec): 3 clusters
  Score: Raw -471086.696993 + Penalty 2696.863540 = -468389.833453
  nChanged 6
		SP:Iteration 30Q (21523.980000 sec): 3 clusters
  Score: Raw -471088.998799 + Penalty 2696.863540 = -468392.135259
  nChanged 5
		SP:Iteration 31Q (21524.180000 sec): 3 clusters
  Score: Raw -471090.675054 + Penalty 2696.863540 = -468393.811514
  nChanged 4
		SP:Iteration 32Q (21524.350000 sec): 3 clusters
  Score: Raw -471091.461001 + Penalty 2696.863540 = -468394.597461
  nChanged 1
		SP:Iteration 33Q (21524.530000 sec): 3 clusters
  Score: Raw -471091.962454 + Penalty 2696.863540 = -468395.098914
  nChanged 1
		SP:Iteration 34Q (21524.720000 sec): 3 clusters
  Score: Raw -471092.376422 + Penalty 2696.863540 = -468395.512882
  nChanged 1
		SP:Iteration 35Q (21524.920000 sec): 3 clusters
  Score: Raw -471092.613988 + Penalty 2696.863540 = -468395.750448
  nChanged 0
		SP:Iteration 36F (21525.110000 sec): 3 clusters
  Score: Raw -471092.613988 + Penalty 2696.863540 = -468395.750448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21525.190000 sec): 2 clusters
  Score: Raw -445884.949296 + Penalty 1341.825169 = -444543.124127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21525.420000 sec): 3 clusters
  Score: Raw -443916.774182 + Penalty 2683.650338 = -441233.123844
  nChanged 1546
		SP:Iteration 1F (21525.580000 sec): 3 clusters
  Score: Raw -444773.200524 + Penalty 2683.650338 = -442089.550186
  nChanged 297
		SP:Iteration 2F (21525.750000 sec): 3 clusters
  Score: Raw -444962.433015 + Penalty 2683.650338 = -442278.782677
  nChanged 214
		SP:Iteration 3F (21525.930000 sec): 3 clusters
  Score: Raw -445087.519973 + Penalty 2683.650338 = -442403.869635
  nChanged 177
		SP:Iteration 4Q (21526.100000 sec): 3 clusters
  Score: Raw -445192.131298 + Penalty 2683.650338 = -442508.480959
  nChanged 150
		SP:Iteration 5Q (21526.300000 sec): 3 clusters
  Score: Raw -445279.661859 + Penalty 2683.650338 = -442596.011520
  nChanged 146
		SP:Iteration 6Q (21526.440000 sec): 3 clusters
  Score: Raw -445369.709399 + Penalty 2683.650338 = -442686.059061
  nChanged 132
		SP:Iteration 7Q (21526.620000 sec): 3 clusters
  Score: Raw -445454.826544 + Penalty 2683.650338 = -442771.176205
  nChanged 132
		SP:Iteration 8Q (21526.820000 sec): 3 clusters
  Score: Raw -445542.655884 + Penalty 2683.650338 = -442859.005546
  nChanged 148
		SP:Iteration 9Q (21527.020000 sec): 3 clusters
  Score: Raw -445657.893915 + Penalty 2683.650338 = -442974.243577
  nChanged 132
		SP:Iteration 10Q (21527.210000 sec): 3 clusters
  Score: Raw -445757.056464 + Penalty 2683.650338 = -443073.406126
  nChanged 104
		SP:Iteration 11Q (21527.390000 sec): 3 clusters
  Score: Raw -445835.003785 + Penalty 2683.650338 = -443151.353447
  nChanged 99
		SP:Iteration 12Q (21527.570000 sec): 3 clusters
  Score: Raw -445908.262532 + Penalty 2683.650338 = -443224.612194
  nChanged 93
		SP:Iteration 13Q (21527.730000 sec): 3 clusters
  Score: Raw -445982.875188 + Penalty 2683.650338 = -443299.224850
  nChanged 99
		SP:Iteration 14Q (21527.890000 sec): 3 clusters
  Score: Raw -446052.544177 + Penalty 2683.650338 = -443368.893839
  nChanged 82
		SP:Iteration 15Q (21528.040000 sec): 3 clusters
  Score: Raw -446106.288386 + Penalty 2683.650338 = -443422.638048
  nChanged 77
		SP:Iteration 16Q (21528.210000 sec): 3 clusters
  Score: Raw -446150.019283 + Penalty 2683.650338 = -443466.368944
  nChanged 65
		SP:Iteration 17Q (21528.380000 sec): 3 clusters
  Score: Raw -446189.608399 + Penalty 2683.650338 = -443505.958061
  nChanged 54
		SP:Iteration 18Q (21528.540000 sec): 3 clusters
  Score: Raw -446216.340612 + Penalty 2683.650338 = -443532.690274
  nChanged 40
		SP:Iteration 19Q (21528.700000 sec): 3 clusters
  Score: Raw -446238.386987 + Penalty 2683.650338 = -443554.736649
  nChanged 37
		SP:Iteration 20F (21528.870000 sec): 3 clusters
  Score: Raw -446253.431867 + Penalty 2683.650338 = -443569.781529
  nChanged 26
		SP:Iteration 21Q (21529.040000 sec): 3 clusters
  Score: Raw -446263.070753 + Penalty 2683.650338 = -443579.420415
  nChanged 25
		SP:Iteration 22Q (21529.240000 sec): 3 clusters
  Score: Raw -446273.706831 + Penalty 2683.650338 = -443590.056493
  nChanged 21
		SP:Iteration 23Q (21529.440000 sec): 3 clusters
  Score: Raw -446281.087037 + Penalty 2683.650338 = -443597.436699
  nChanged 17
		SP:Iteration 24Q (21529.640000 sec): 3 clusters
  Score: Raw -446285.658273 + Penalty 2683.650338 = -443602.007934
  nChanged 14
		SP:Iteration 25Q (21529.820000 sec): 3 clusters
  Score: Raw -446289.938068 + Penalty 2683.650338 = -443606.287730
  nChanged 12
		SP:Iteration 26Q (21530.010000 sec): 3 clusters
  Score: Raw -446293.468503 + Penalty 2683.650338 = -443609.818165
  nChanged 7
		SP:Iteration 27Q (21530.210000 sec): 3 clusters
  Score: Raw -446296.470797 + Penalty 2683.650338 = -443612.820459
  nChanged 10
		SP:Iteration 28Q (21530.390000 sec): 3 clusters
  Score: Raw -446299.480144 + Penalty 2683.650338 = -443615.829806
  nChanged 8
		SP:Iteration 29Q (21530.580000 sec): 3 clusters
  Score: Raw -446302.361349 + Penalty 2683.650338 = -443618.711011
  nChanged 8
		SP:Iteration 30Q (21530.750000 sec): 3 clusters
  Score: Raw -446304.756089 + Penalty 2683.650338 = -443621.105751
  nChanged 3
		SP:Iteration 31Q (21530.910000 sec): 3 clusters
  Score: Raw -446305.884367 + Penalty 2683.650338 = -443622.234029
  nChanged 2
		SP:Iteration 32Q (21531.110000 sec): 3 clusters
  Score: Raw -446307.038266 + Penalty 2683.650338 = -443623.387928
  nChanged 6
		SP:Iteration 33Q (21531.300000 sec): 3 clusters
  Score: Raw -446308.591638 + Penalty 2683.650338 = -443624.941300
  nChanged 2
		SP:Iteration 34Q (21531.480000 sec): 3 clusters
  Score: Raw -446308.893339 + Penalty 2683.650338 = -443625.243001
  nChanged 3
		SP:Iteration 35Q (21531.620000 sec): 3 clusters
  Score: Raw -446309.663869 + Penalty 2683.650338 = -443626.013531
  nChanged 2
		SP:Iteration 36Q (21531.860000 sec): 3 clusters
  Score: Raw -446310.021135 + Penalty 2683.650338 = -443626.370797
  nChanged 1
		SP:Iteration 37Q (21532.040000 sec): 3 clusters
  Score: Raw -446310.216557 + Penalty 2683.650338 = -443626.566219
  nChanged 1
		SP:Iteration 38Q (21532.230000 sec): 3 clusters
  Score: Raw -446310.509011 + Penalty 2683.650338 = -443626.858673
  nChanged 0
		SP:Iteration 39F (21532.410000 sec): 3 clusters
  Score: Raw -446310.509011 + Penalty 2683.650338 = -443626.858673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21532.520000 sec): 2 clusters
  Score: Raw -39586.869197 + Penalty 964.420307 = -38622.448890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21532.690000 sec): 3 clusters
  Score: Raw -39601.094952 + Penalty 1928.840614 = -37672.254338
  nChanged 76
		SP:Iteration 1F (21532.830000 sec): 3 clusters
  Score: Raw -39749.036198 + Penalty 1928.840614 = -37820.195584
  nChanged 20
		SP:Iteration 2F (21533.050000 sec): 3 clusters
  Score: Raw -39807.277048 + Penalty 1928.840614 = -37878.436434
  nChanged 15
		SP:Iteration 3Q (21533.250000 sec): 3 clusters
  Score: Raw -39842.823347 + Penalty 1928.840614 = -37913.982733
  nChanged 13
		SP:Iteration 4Q (21533.390000 sec): 3 clusters
  Score: Raw -39909.565552 + Penalty 1928.840614 = -37980.724938
  nChanged 13
		SP:Iteration 5Q (21533.600000 sec): 3 clusters
  Score: Raw -39993.413041 + Penalty 1928.840614 = -38064.572427
  nChanged 15
		SP:Iteration 6Q (21533.750000 sec): 3 clusters
  Score: Raw -40099.634641 + Penalty 1928.840614 = -38170.794027
  nChanged 18
		SP:Iteration 7Q (21533.940000 sec): 3 clusters
  Score: Raw -40181.620602 + Penalty 1928.840614 = -38252.779988
  nChanged 15
		SP:Iteration 8Q (21534.090000 sec): 3 clusters
  Score: Raw -40284.866399 + Penalty 1928.840614 = -38356.025785
  nChanged 13
		SP:Iteration 9Q (21534.290000 sec): 3 clusters
  Score: Raw -40385.015800 + Penalty 1928.840614 = -38456.175187
  nChanged 13
		SP:Iteration 10Q (21534.450000 sec): 3 clusters
  Score: Raw -40474.343021 + Penalty 1928.840614 = -38545.502407
  nChanged 10
		SP:Iteration 11Q (21534.630000 sec): 3 clusters
  Score: Raw -40574.658589 + Penalty 1928.840614 = -38645.817975
  nChanged 3
		SP:Iteration 12Q (21534.770000 sec): 3 clusters
  Score: Raw -40584.936559 + Penalty 1928.840614 = -38656.095946
  nChanged 1
		SP:Iteration 13Q (21534.960000 sec): 3 clusters
  Score: Raw -40586.877997 + Penalty 1928.840614 = -38658.037384
  nChanged 1
		SP:Iteration 14Q (21535.110000 sec): 3 clusters
  Score: Raw -40590.621263 + Penalty 1928.840614 = -38661.780650
  nChanged 2
		SP:Iteration 15Q (21535.250000 sec): 3 clusters
  Score: Raw -40608.850916 + Penalty 1928.840614 = -38680.010303
  nChanged 2
		SP:Iteration 16Q (21535.440000 sec): 3 clusters
  Score: Raw -40613.525093 + Penalty 1928.840614 = -38684.684479
  nChanged 0
		SP:Iteration 17F (21535.590000 sec): 3 clusters
  Score: Raw -40613.525093 + Penalty 1928.840614 = -38684.684479
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21535.690000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21535.890000 sec): 3 clusters
  Score: Raw -59387.946224 + Penalty 2030.613934 = -57357.332290
  nChanged 115
		SP:Iteration 1F (21536.070000 sec): 3 clusters
  Score: Raw -59528.907727 + Penalty 2030.613934 = -57498.293793
  nChanged 20
		SP:Iteration 2Q (21536.270000 sec): 3 clusters
  Score: Raw -59558.284065 + Penalty 2030.613934 = -57527.670131
  nChanged 11
		SP:Iteration 3Q (21536.450000 sec): 3 clusters
  Score: Raw -59574.607883 + Penalty 2030.613934 = -57543.993949
  nChanged 8
		SP:Iteration 4Q (21536.590000 sec): 3 clusters
  Score: Raw -59587.046896 + Penalty 2030.613934 = -57556.432961
  nChanged 8
		SP:Iteration 5Q (21536.770000 sec): 3 clusters
  Score: Raw -59597.838086 + Penalty 2030.613934 = -57567.224152
  nChanged 4
		SP:Iteration 6Q (21536.980000 sec): 3 clusters
  Score: Raw -59605.397487 + Penalty 2030.613934 = -57574.783553
  nChanged 4
		SP:Iteration 7Q (21537.110000 sec): 3 clusters
  Score: Raw -59610.774791 + Penalty 2030.613934 = -57580.160857
  nChanged 3
		SP:Iteration 8Q (21537.300000 sec): 3 clusters
  Score: Raw -59614.599098 + Penalty 2030.613934 = -57583.985164
  nChanged 1
		SP:Iteration 9Q (21537.470000 sec): 3 clusters
  Score: Raw -59616.070596 + Penalty 2030.613934 = -57585.456662
  nChanged 1
		SP:Iteration 10Q (21537.630000 sec): 3 clusters
  Score: Raw -59616.684492 + Penalty 2030.613934 = -57586.070557
  nChanged 0
		SP:Iteration 11F (21537.810000 sec): 3 clusters
  Score: Raw -59616.684492 + Penalty 2030.613934 = -57586.070557
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21537.920000 sec): 2 clusters
  Score: Raw -378152.864638 + Penalty 1315.831774 = -376837.032864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21538.120000 sec): 3 clusters
  Score: Raw -376632.452889 + Penalty 2631.663547 = -374000.789342
  nChanged 1224
		SP:Iteration 1F (21538.320000 sec): 3 clusters
  Score: Raw -377365.607949 + Penalty 2631.663547 = -374733.944402
  nChanged 262
		SP:Iteration 2F (21538.510000 sec): 3 clusters
  Score: Raw -377553.276378 + Penalty 2631.663547 = -374921.612831
  nChanged 202
		SP:Iteration 3F (21538.660000 sec): 3 clusters
  Score: Raw -377702.282479 + Penalty 2631.663547 = -375070.618932
  nChanged 179
		SP:Iteration 4F (21538.850000 sec): 3 clusters
  Score: Raw -377848.727768 + Penalty 2631.663547 = -375217.064221
  nChanged 162
		SP:Iteration 5Q (21539.010000 sec): 3 clusters
  Score: Raw -378004.100016 + Penalty 2631.663547 = -375372.436469
  nChanged 173
		SP:Iteration 6F (21539.210000 sec): 3 clusters
  Score: Raw -378219.021581 + Penalty 2631.663547 = -375587.358034
  nChanged 199
		SP:Iteration 7F (21539.390000 sec): 3 clusters
  Score: Raw -378444.174557 + Penalty 2631.663547 = -375812.511010
  nChanged 153
		SP:Iteration 8Q (21539.540000 sec): 3 clusters
  Score: Raw -378596.623329 + Penalty 2631.663547 = -375964.959782
  nChanged 123
		SP:Iteration 9Q (21539.740000 sec): 3 clusters
  Score: Raw -378746.378221 + Penalty 2631.663547 = -376114.714674
  nChanged 110
		SP:Iteration 10Q (21539.940000 sec): 3 clusters
  Score: Raw -378888.883484 + Penalty 2631.663547 = -376257.219937
  nChanged 77
		SP:Iteration 11Q (21540.100000 sec): 3 clusters
  Score: Raw -378977.846671 + Penalty 2631.663547 = -376346.183124
  nChanged 60
		SP:Iteration 12Q (21540.260000 sec): 3 clusters
  Score: Raw -379039.368076 + Penalty 2631.663547 = -376407.704529
  nChanged 29
		SP:Iteration 13Q (21540.470000 sec): 3 clusters
  Score: Raw -379060.696351 + Penalty 2631.663547 = -376429.032804
  nChanged 21
		SP:Iteration 14Q (21540.620000 sec): 3 clusters
  Score: Raw -379071.394627 + Penalty 2631.663547 = -376439.731080
  nChanged 16
		SP:Iteration 15Q (21540.810000 sec): 3 clusters
  Score: Raw -379078.254317 + Penalty 2631.663547 = -376446.590770
  nChanged 8
		SP:Iteration 16Q (21540.970000 sec): 3 clusters
  Score: Raw -379082.583959 + Penalty 2631.663547 = -376450.920412
  nChanged 6
		SP:Iteration 17Q (21541.160000 sec): 3 clusters
  Score: Raw -379085.397865 + Penalty 2631.663547 = -376453.734318
  nChanged 7
		SP:Iteration 18Q (21541.350000 sec): 3 clusters
  Score: Raw -379088.057728 + Penalty 2631.663547 = -376456.394181
  nChanged 5
		SP:Iteration 19Q (21541.510000 sec): 3 clusters
  Score: Raw -379089.939026 + Penalty 2631.663547 = -376458.275478
  nChanged 1
		SP:Iteration 20F (21541.700000 sec): 3 clusters
  Score: Raw -379097.300119 + Penalty 2631.663547 = -376465.636572
  nChanged 1
		SP:Iteration 21Q (21541.900000 sec): 3 clusters
  Score: Raw -379098.277519 + Penalty 2631.663547 = -376466.613972
  nChanged 0
		SP:Iteration 22F (21542.100000 sec): 3 clusters
  Score: Raw -379098.277519 + Penalty 2631.663547 = -376466.613972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21542.170000 sec): 2 clusters
  Score: Raw -112444.959439 + Penalty 1134.262340 = -111310.697099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21542.360000 sec): 3 clusters
  Score: Raw -112099.813758 + Penalty 2268.524681 = -109831.289077
  nChanged 338
		SP:Iteration 1F (21542.560000 sec): 3 clusters
  Score: Raw -112442.265189 + Penalty 2268.524681 = -110173.740509
  nChanged 99
		SP:Iteration 2F (21542.710000 sec): 3 clusters
  Score: Raw -112562.375520 + Penalty 2268.524681 = -110293.850839
  nChanged 47
		SP:Iteration 3Q (21542.900000 sec): 3 clusters
  Score: Raw -112622.381125 + Penalty 2268.524681 = -110353.856444
  nChanged 37
		SP:Iteration 4Q (21543.080000 sec): 3 clusters
  Score: Raw -112673.332521 + Penalty 2268.524681 = -110404.807840
  nChanged 32
		SP:Iteration 5Q (21543.240000 sec): 3 clusters
  Score: Raw -112714.347005 + Penalty 2268.524681 = -110445.822325
  nChanged 28
		SP:Iteration 6Q (21543.440000 sec): 3 clusters
  Score: Raw -112734.931890 + Penalty 2268.524681 = -110466.407209
  nChanged 13
		SP:Iteration 7Q (21543.610000 sec): 3 clusters
  Score: Raw -112749.551328 + Penalty 2268.524681 = -110481.026647
  nChanged 11
		SP:Iteration 8Q (21543.790000 sec): 3 clusters
  Score: Raw -112763.270173 + Penalty 2268.524681 = -110494.745493
  nChanged 14
		SP:Iteration 9Q (21543.970000 sec): 3 clusters
  Score: Raw -112780.621223 + Penalty 2268.524681 = -110512.096543
  nChanged 11
		SP:Iteration 10Q (21544.150000 sec): 3 clusters
  Score: Raw -112796.604379 + Penalty 2268.524681 = -110528.079699
  nChanged 8
		SP:Iteration 11Q (21544.370000 sec): 3 clusters
  Score: Raw -112803.088533 + Penalty 2268.524681 = -110534.563852
  nChanged 7
		SP:Iteration 12Q (21544.550000 sec): 3 clusters
  Score: Raw -112809.141443 + Penalty 2268.524681 = -110540.616763
  nChanged 5
		SP:Iteration 13Q (21544.710000 sec): 3 clusters
  Score: Raw -112814.815822 + Penalty 2268.524681 = -110546.291141
  nChanged 9
		SP:Iteration 14Q (21544.890000 sec): 3 clusters
  Score: Raw -112821.674512 + Penalty 2268.524681 = -110553.149831
  nChanged 10
		SP:Iteration 15Q (21545.080000 sec): 3 clusters
  Score: Raw -112830.972299 + Penalty 2268.524681 = -110562.447618
  nChanged 9
		SP:Iteration 16Q (21545.220000 sec): 3 clusters
  Score: Raw -112839.178310 + Penalty 2268.524681 = -110570.653629
  nChanged 9
		SP:Iteration 17Q (21545.400000 sec): 3 clusters
  Score: Raw -112847.142442 + Penalty 2268.524681 = -110578.617762
  nChanged 9
		SP:Iteration 18Q (21545.620000 sec): 3 clusters
  Score: Raw -112850.219080 + Penalty 2268.524681 = -110581.694400
  nChanged 7
		SP:Iteration 19Q (21545.790000 sec): 3 clusters
  Score: Raw -112855.424609 + Penalty 2268.524681 = -110586.899929
  nChanged 7
		SP:Iteration 20F (21545.980000 sec): 3 clusters
  Score: Raw -112861.562795 + Penalty 2268.524681 = -110593.038114
  nChanged 3
		SP:Iteration 21Q (21546.170000 sec): 3 clusters
  Score: Raw -112862.998896 + Penalty 2268.524681 = -110594.474215
  nChanged 2
		SP:Iteration 22Q (21546.360000 sec): 3 clusters
  Score: Raw -112864.309200 + Penalty 2268.524681 = -110595.784520
  nChanged 0
		SP:Iteration 23F (21546.540000 sec): 3 clusters
  Score: Raw -112864.309200 + Penalty 2268.524681 = -110595.784520
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21546.610000 sec): 2 clusters
  Score: Raw -261492.685708 + Penalty 1250.264815 = -260242.420893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21546.800000 sec): 3 clusters
  Score: Raw -260501.942398 + Penalty 2500.529631 = -258001.412767
  nChanged 783
		SP:Iteration 1F (21546.980000 sec): 3 clusters
  Score: Raw -261012.698844 + Penalty 2500.529631 = -258512.169213
  nChanged 184
		SP:Iteration 2F (21547.150000 sec): 3 clusters
  Score: Raw -261151.743950 + Penalty 2500.529631 = -258651.214320
  nChanged 121
		SP:Iteration 3F (21547.360000 sec): 3 clusters
  Score: Raw -261246.860330 + Penalty 2500.529631 = -258746.330699
  nChanged 90
		SP:Iteration 4Q (21547.530000 sec): 3 clusters
  Score: Raw -261306.913115 + Penalty 2500.529631 = -258806.383484
  nChanged 66
		SP:Iteration 5Q (21547.700000 sec): 3 clusters
  Score: Raw -261348.129948 + Penalty 2500.529631 = -258847.600317
  nChanged 55
		SP:Iteration 6Q (21547.880000 sec): 3 clusters
  Score: Raw -261382.890825 + Penalty 2500.529631 = -258882.361194
  nChanged 50
		SP:Iteration 7Q (21548.080000 sec): 3 clusters
  Score: Raw -261412.504998 + Penalty 2500.529631 = -258911.975368
  nChanged 35
		SP:Iteration 8Q (21548.290000 sec): 3 clusters
  Score: Raw -261437.287297 + Penalty 2500.529631 = -258936.757666
  nChanged 36
		SP:Iteration 9Q (21548.460000 sec): 3 clusters
  Score: Raw -261463.360705 + Penalty 2500.529631 = -258962.831075
  nChanged 49
		SP:Iteration 10Q (21548.620000 sec): 3 clusters
  Score: Raw -261496.262461 + Penalty 2500.529631 = -258995.732830
  nChanged 40
		SP:Iteration 11Q (21548.810000 sec): 3 clusters
  Score: Raw -261518.648529 + Penalty 2500.529631 = -259018.118899
  nChanged 33
		SP:Iteration 12Q (21548.960000 sec): 3 clusters
  Score: Raw -261537.587818 + Penalty 2500.529631 = -259037.058187
  nChanged 28
		SP:Iteration 13Q (21549.160000 sec): 3 clusters
  Score: Raw -261558.746056 + Penalty 2500.529631 = -259058.216426
  nChanged 30
		SP:Iteration 14Q (21549.330000 sec): 3 clusters
  Score: Raw -261580.185661 + Penalty 2500.529631 = -259079.656030
  nChanged 26
		SP:Iteration 15Q (21549.490000 sec): 3 clusters
  Score: Raw -261601.396574 + Penalty 2500.529631 = -259100.866943
  nChanged 33
		SP:Iteration 16Q (21549.690000 sec): 3 clusters
  Score: Raw -261621.991020 + Penalty 2500.529631 = -259121.461389
  nChanged 33
		SP:Iteration 17Q (21549.820000 sec): 3 clusters
  Score: Raw -261643.662847 + Penalty 2500.529631 = -259143.133217
  nChanged 30
		SP:Iteration 18Q (21550.000000 sec): 3 clusters
  Score: Raw -261660.280354 + Penalty 2500.529631 = -259159.750723
  nChanged 20
		SP:Iteration 19Q (21550.190000 sec): 3 clusters
  Score: Raw -261673.177128 + Penalty 2500.529631 = -259172.647497
  nChanged 17
		SP:Iteration 20F (21550.380000 sec): 3 clusters
  Score: Raw -261683.182015 + Penalty 2500.529631 = -259182.652385
  nChanged 9
		SP:Iteration 21Q (21550.530000 sec): 3 clusters
  Score: Raw -261689.704271 + Penalty 2500.529631 = -259189.174640
  nChanged 9
		SP:Iteration 22Q (21550.740000 sec): 3 clusters
  Score: Raw -261693.771699 + Penalty 2500.529631 = -259193.242068
  nChanged 4
		SP:Iteration 23Q (21550.920000 sec): 3 clusters
  Score: Raw -261696.491115 + Penalty 2500.529631 = -259195.961484
  nChanged 10
		SP:Iteration 24Q (21551.100000 sec): 3 clusters
  Score: Raw -261702.150215 + Penalty 2500.529631 = -259201.620585
  nChanged 12
		SP:Iteration 25Q (21551.280000 sec): 3 clusters
  Score: Raw -261708.438742 + Penalty 2500.529631 = -259207.909111
  nChanged 5
		SP:Iteration 26Q (21551.420000 sec): 3 clusters
  Score: Raw -261711.061155 + Penalty 2500.529631 = -259210.531524
  nChanged 3
		SP:Iteration 27Q (21551.600000 sec): 3 clusters
  Score: Raw -261712.589269 + Penalty 2500.529631 = -259212.059638
  nChanged 2
		SP:Iteration 28Q (21551.770000 sec): 3 clusters
  Score: Raw -261713.802549 + Penalty 2500.529631 = -259213.272919
  nChanged 7
		SP:Iteration 29Q (21551.950000 sec): 3 clusters
  Score: Raw -261716.434057 + Penalty 2500.529631 = -259215.904426
  nChanged 6
		SP:Iteration 30Q (21552.150000 sec): 3 clusters
  Score: Raw -261719.690828 + Penalty 2500.529631 = -259219.161197
  nChanged 7
		SP:Iteration 31Q (21552.280000 sec): 3 clusters
  Score: Raw -261722.212063 + Penalty 2500.529631 = -259221.682432
  nChanged 7
		SP:Iteration 32Q (21552.450000 sec): 3 clusters
  Score: Raw -261727.352185 + Penalty 2500.529631 = -259226.822554
  nChanged 10
		SP:Iteration 33Q (21552.590000 sec): 3 clusters
  Score: Raw -261732.718583 + Penalty 2500.529631 = -259232.188952
  nChanged 7
		SP:Iteration 34Q (21552.800000 sec): 3 clusters
  Score: Raw -261735.029777 + Penalty 2500.529631 = -259234.500146
  nChanged 2
		SP:Iteration 35Q (21552.980000 sec): 3 clusters
  Score: Raw -261736.036937 + Penalty 2500.529631 = -259235.507306
  nChanged 2
		SP:Iteration 36Q (21553.190000 sec): 3 clusters
  Score: Raw -261736.897672 + Penalty 2500.529631 = -259236.368042
  nChanged 2
		SP:Iteration 37Q (21553.340000 sec): 3 clusters
  Score: Raw -261737.519390 + Penalty 2500.529631 = -259236.989759
  nChanged 1
		SP:Iteration 38Q (21553.570000 sec): 3 clusters
  Score: Raw -261737.710364 + Penalty 2500.529631 = -259237.180733
  nChanged 0
		SP:Iteration 39F (21553.730000 sec): 3 clusters
  Score: Raw -261737.710364 + Penalty 2500.529631 = -259237.180733
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21553.850000 sec): 2 clusters
  Score: Raw -310881.934735 + Penalty 1283.310677 = -309598.624058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21554.010000 sec): 3 clusters
  Score: Raw -309666.850891 + Penalty 2566.621354 = -307100.229537
  nChanged 970
		SP:Iteration 1F (21554.180000 sec): 3 clusters
  Score: Raw -310341.306436 + Penalty 2566.621354 = -307774.685082
  nChanged 233
		SP:Iteration 2F (21554.330000 sec): 3 clusters
  Score: Raw -310519.730975 + Penalty 2566.621354 = -307953.109622
  nChanged 150
		SP:Iteration 3F (21554.510000 sec): 3 clusters
  Score: Raw -310628.084811 + Penalty 2566.621354 = -308061.463457
  nChanged 100
		SP:Iteration 4Q (21554.660000 sec): 3 clusters
  Score: Raw -310685.864829 + Penalty 2566.621354 = -308119.243475
  nChanged 80
		SP:Iteration 5Q (21554.860000 sec): 3 clusters
  Score: Raw -310734.225138 + Penalty 2566.621354 = -308167.603785
  nChanged 71
		SP:Iteration 6Q (21555.030000 sec): 3 clusters
  Score: Raw -310776.493293 + Penalty 2566.621354 = -308209.871939
  nChanged 54
		SP:Iteration 7Q (21555.210000 sec): 3 clusters
  Score: Raw -310810.847722 + Penalty 2566.621354 = -308244.226369
  nChanged 56
		SP:Iteration 8Q (21555.380000 sec): 3 clusters
  Score: Raw -310845.195190 + Penalty 2566.621354 = -308278.573836
  nChanged 47
		SP:Iteration 9Q (21555.540000 sec): 3 clusters
  Score: Raw -310875.896933 + Penalty 2566.621354 = -308309.275580
  nChanged 41
		SP:Iteration 10Q (21555.720000 sec): 3 clusters
  Score: Raw -310904.310361 + Penalty 2566.621354 = -308337.689007
  nChanged 48
		SP:Iteration 11Q (21555.880000 sec): 3 clusters
  Score: Raw -310929.525821 + Penalty 2566.621354 = -308362.904467
  nChanged 31
		SP:Iteration 12Q (21556.040000 sec): 3 clusters
  Score: Raw -310942.098254 + Penalty 2566.621354 = -308375.476900
  nChanged 28
		SP:Iteration 13Q (21556.240000 sec): 3 clusters
  Score: Raw -310957.289177 + Penalty 2566.621354 = -308390.667823
  nChanged 31
		SP:Iteration 14Q (21556.420000 sec): 3 clusters
  Score: Raw -310975.846341 + Penalty 2566.621354 = -308409.224988
  nChanged 31
		SP:Iteration 15Q (21556.620000 sec): 3 clusters
  Score: Raw -310994.013080 + Penalty 2566.621354 = -308427.391726
  nChanged 31
		SP:Iteration 16Q (21556.810000 sec): 3 clusters
  Score: Raw -311012.200032 + Penalty 2566.621354 = -308445.578678
  nChanged 25
		SP:Iteration 17Q (21556.960000 sec): 3 clusters
  Score: Raw -311023.372111 + Penalty 2566.621354 = -308456.750757
  nChanged 21
		SP:Iteration 18Q (21557.160000 sec): 3 clusters
  Score: Raw -311034.097590 + Penalty 2566.621354 = -308467.476236
  nChanged 18
		SP:Iteration 19Q (21557.330000 sec): 3 clusters
  Score: Raw -311043.091939 + Penalty 2566.621354 = -308476.470585
  nChanged 14
		SP:Iteration 20F (21557.500000 sec): 3 clusters
  Score: Raw -311049.232476 + Penalty 2566.621354 = -308482.611122
  nChanged 17
		SP:Iteration 21Q (21557.640000 sec): 3 clusters
  Score: Raw -311055.814141 + Penalty 2566.621354 = -308489.192788
  nChanged 13
		SP:Iteration 22Q (21557.820000 sec): 3 clusters
  Score: Raw -311061.936245 + Penalty 2566.621354 = -308495.314891
  nChanged 10
		SP:Iteration 23Q (21558.020000 sec): 3 clusters
  Score: Raw -311065.100875 + Penalty 2566.621354 = -308498.479522
  nChanged 7
		SP:Iteration 24Q (21558.200000 sec): 3 clusters
  Score: Raw -311067.553589 + Penalty 2566.621354 = -308500.932236
  nChanged 4
		SP:Iteration 25Q (21558.370000 sec): 3 clusters
  Score: Raw -311069.344072 + Penalty 2566.621354 = -308502.722719
  nChanged 3
		SP:Iteration 26Q (21558.590000 sec): 3 clusters
  Score: Raw -311070.086693 + Penalty 2566.621354 = -308503.465339
  nChanged 3
		SP:Iteration 27Q (21558.750000 sec): 3 clusters
  Score: Raw -311070.700383 + Penalty 2566.621354 = -308504.079029
  nChanged 1
		SP:Iteration 28Q (21558.930000 sec): 3 clusters
  Score: Raw -311070.994066 + Penalty 2566.621354 = -308504.372712
  nChanged 1
		SP:Iteration 29Q (21559.090000 sec): 3 clusters
  Score: Raw -311071.175749 + Penalty 2566.621354 = -308504.554396
  nChanged 1
		SP:Iteration 30Q (21559.290000 sec): 3 clusters
  Score: Raw -311071.315902 + Penalty 2566.621354 = -308504.694548
  nChanged 2
		SP:Iteration 31Q (21559.460000 sec): 3 clusters
  Score: Raw -311071.863546 + Penalty 2566.621354 = -308505.242193
  nChanged 2
		SP:Iteration 32Q (21559.600000 sec): 3 clusters
  Score: Raw -311072.641693 + Penalty 2566.621354 = -308506.020339
  nChanged 3
		SP:Iteration 33Q (21559.750000 sec): 3 clusters
  Score: Raw -311073.883541 + Penalty 2566.621354 = -308507.262187
  nChanged 5
		SP:Iteration 34Q (21559.970000 sec): 3 clusters
  Score: Raw -311075.715486 + Penalty 2566.621354 = -308509.094132
  nChanged 6
		SP:Iteration 35Q (21560.140000 sec): 3 clusters
  Score: Raw -311078.896632 + Penalty 2566.621354 = -308512.275278
  nChanged 7
		SP:Iteration 36Q (21560.310000 sec): 3 clusters
  Score: Raw -311082.009071 + Penalty 2566.621354 = -308515.387717
  nChanged 5
		SP:Iteration 37Q (21560.460000 sec): 3 clusters
  Score: Raw -311087.160359 + Penalty 2566.621354 = -308520.539005
  nChanged 8
		SP:Iteration 38Q (21560.610000 sec): 3 clusters
  Score: Raw -311091.875410 + Penalty 2566.621354 = -308525.254057
  nChanged 13
		SP:Iteration 39Q (21560.790000 sec): 3 clusters
  Score: Raw -311100.749855 + Penalty 2566.621354 = -308534.128501
  nChanged 16
		SP:Iteration 40F (21560.980000 sec): 3 clusters
  Score: Raw -311109.700009 + Penalty 2566.621354 = -308543.078655
  nChanged 9
		SP:Iteration 41Q (21561.150000 sec): 3 clusters
  Score: Raw -311113.565450 + Penalty 2566.621354 = -308546.944097
  nChanged 8
		SP:Iteration 42Q (21561.350000 sec): 3 clusters
  Score: Raw -311117.388751 + Penalty 2566.621354 = -308550.767397
  nChanged 5
		SP:Iteration 43Q (21561.550000 sec): 3 clusters
  Score: Raw -311120.790667 + Penalty 2566.621354 = -308554.169314
  nChanged 4
		SP:Iteration 44Q (21561.690000 sec): 3 clusters
  Score: Raw -311122.425133 + Penalty 2566.621354 = -308555.803780
  nChanged 1
		SP:Iteration 45Q (21561.920000 sec): 3 clusters
  Score: Raw -311122.968882 + Penalty 2566.621354 = -308556.347528
  nChanged 0
		SP:Iteration 46F (21562.080000 sec): 3 clusters
  Score: Raw -311122.968882 + Penalty 2566.621354 = -308556.347528
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21562.230000 sec): 2 clusters
  Score: Raw -592598.529705 + Penalty 1383.359956 = -591215.169749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21562.390000 sec): 3 clusters
  Score: Raw -590020.944267 + Penalty 2766.719913 = -587254.224354
  nChanged 2013
		SP:Iteration 1F (21562.590000 sec): 3 clusters
  Score: Raw -591154.102951 + Penalty 2766.719913 = -588387.383039
  nChanged 390
		SP:Iteration 2F (21562.780000 sec): 3 clusters
  Score: Raw -591377.504602 + Penalty 2766.719913 = -588610.784689
  nChanged 304
		SP:Iteration 3F (21563.020000 sec): 3 clusters
  Score: Raw -591537.319352 + Penalty 2766.719913 = -588770.599439
  nChanged 239
		SP:Iteration 4Q (21563.190000 sec): 3 clusters
  Score: Raw -591700.165690 + Penalty 2766.719913 = -588933.445777
  nChanged 254
		SP:Iteration 5F (21563.390000 sec): 3 clusters
  Score: Raw -591918.673034 + Penalty 2766.719913 = -589151.953121
  nChanged 251
		SP:Iteration 6F (21563.570000 sec): 3 clusters
  Score: Raw -592119.579322 + Penalty 2766.719913 = -589352.859409
  nChanged 227
		SP:Iteration 7Q (21563.790000 sec): 3 clusters
  Score: Raw -592280.479715 + Penalty 2766.719913 = -589513.759802
  nChanged 202
		SP:Iteration 8Q (21563.960000 sec): 3 clusters
  Score: Raw -592404.389215 + Penalty 2766.719913 = -589637.669303
  nChanged 186
		SP:Iteration 9Q (21564.170000 sec): 3 clusters
  Score: Raw -592516.793160 + Penalty 2766.719913 = -589750.073247
  nChanged 142
		SP:Iteration 10Q (21564.380000 sec): 3 clusters
  Score: Raw -592603.813824 + Penalty 2766.719913 = -589837.093912
  nChanged 123
		SP:Iteration 11Q (21564.550000 sec): 3 clusters
  Score: Raw -592670.793877 + Penalty 2766.719913 = -589904.073964
  nChanged 117
		SP:Iteration 12Q (21564.760000 sec): 3 clusters
  Score: Raw -592730.792964 + Penalty 2766.719913 = -589964.073052
  nChanged 94
		SP:Iteration 13Q (21564.960000 sec): 3 clusters
  Score: Raw -592771.949685 + Penalty 2766.719913 = -590005.229772
  nChanged 64
		SP:Iteration 14Q (21565.160000 sec): 3 clusters
  Score: Raw -592801.408253 + Penalty 2766.719913 = -590034.688340
  nChanged 51
		SP:Iteration 15Q (21565.350000 sec): 3 clusters
  Score: Raw -592825.362865 + Penalty 2766.719913 = -590058.642952
  nChanged 53
		SP:Iteration 16Q (21565.560000 sec): 3 clusters
  Score: Raw -592846.438321 + Penalty 2766.719913 = -590079.718409
  nChanged 56
		SP:Iteration 17Q (21565.750000 sec): 3 clusters
  Score: Raw -592873.409513 + Penalty 2766.719913 = -590106.689600
  nChanged 43
		SP:Iteration 18Q (21565.920000 sec): 3 clusters
  Score: Raw -592890.983884 + Penalty 2766.719913 = -590124.263971
  nChanged 31
		SP:Iteration 19Q (21566.120000 sec): 3 clusters
  Score: Raw -592901.734351 + Penalty 2766.719913 = -590135.014438
  nChanged 24
		SP:Iteration 20F (21566.290000 sec): 3 clusters
  Score: Raw -592911.094422 + Penalty 2766.719913 = -590144.374510
  nChanged 33
		SP:Iteration 21Q (21566.490000 sec): 3 clusters
  Score: Raw -592923.865802 + Penalty 2766.719913 = -590157.145889
  nChanged 32
		SP:Iteration 22Q (21566.680000 sec): 3 clusters
  Score: Raw -592937.124283 + Penalty 2766.719913 = -590170.404371
  nChanged 29
		SP:Iteration 23Q (21566.830000 sec): 3 clusters
  Score: Raw -592949.692101 + Penalty 2766.719913 = -590182.972188
  nChanged 31
		SP:Iteration 24Q (21567.050000 sec): 3 clusters
  Score: Raw -592960.027581 + Penalty 2766.719913 = -590193.307668
  nChanged 17
		SP:Iteration 25Q (21567.280000 sec): 3 clusters
  Score: Raw -592965.967238 + Penalty 2766.719913 = -590199.247325
  nChanged 27
		SP:Iteration 26Q (21567.450000 sec): 3 clusters
  Score: Raw -592976.214501 + Penalty 2766.719913 = -590209.494588
  nChanged 24
		SP:Iteration 27Q (21567.640000 sec): 3 clusters
  Score: Raw -592982.988756 + Penalty 2766.719913 = -590216.268843
  nChanged 18
		SP:Iteration 28Q (21567.850000 sec): 3 clusters
  Score: Raw -592988.161676 + Penalty 2766.719913 = -590221.441763
  nChanged 18
		SP:Iteration 29Q (21568.030000 sec): 3 clusters
  Score: Raw -592993.504957 + Penalty 2766.719913 = -590226.785044
  nChanged 16
		SP:Iteration 30Q (21568.240000 sec): 3 clusters
  Score: Raw -592998.619431 + Penalty 2766.719913 = -590231.899519
  nChanged 15
		SP:Iteration 31Q (21568.450000 sec): 3 clusters
  Score: Raw -593004.481081 + Penalty 2766.719913 = -590237.761168
  nChanged 10
		SP:Iteration 32Q (21568.640000 sec): 3 clusters
  Score: Raw -593007.547015 + Penalty 2766.719913 = -590240.827102
  nChanged 8
		SP:Iteration 33Q (21568.870000 sec): 3 clusters
  Score: Raw -593009.533513 + Penalty 2766.719913 = -590242.813600
  nChanged 6
		SP:Iteration 34Q (21569.050000 sec): 3 clusters
  Score: Raw -593010.867107 + Penalty 2766.719913 = -590244.147195
  nChanged 4
		SP:Iteration 35Q (21569.210000 sec): 3 clusters
  Score: Raw -593011.673314 + Penalty 2766.719913 = -590244.953401
  nChanged 4
		SP:Iteration 36Q (21569.430000 sec): 3 clusters
  Score: Raw -593012.715235 + Penalty 2766.719913 = -590245.995323
  nChanged 3
		SP:Iteration 37Q (21569.620000 sec): 3 clusters
  Score: Raw -593013.416502 + Penalty 2766.719913 = -590246.696589
  nChanged 4
		SP:Iteration 38Q (21569.830000 sec): 3 clusters
  Score: Raw -593014.551351 + Penalty 2766.719913 = -590247.831439
  nChanged 8
		SP:Iteration 39Q (21570.000000 sec): 3 clusters
  Score: Raw -593016.838813 + Penalty 2766.719913 = -590250.118901
  nChanged 6
		SP:Iteration 40F (21570.230000 sec): 3 clusters
  Score: Raw -593018.322298 + Penalty 2766.719913 = -590251.602386
  nChanged 4
		SP:Iteration 41Q (21570.430000 sec): 3 clusters
  Score: Raw -593019.132190 + Penalty 2766.719913 = -590252.412277
  nChanged 4
		SP:Iteration 42Q (21570.630000 sec): 3 clusters
  Score: Raw -593020.676639 + Penalty 2766.719913 = -590253.956726
  nChanged 5
		SP:Iteration 43Q (21570.770000 sec): 3 clusters
  Score: Raw -593021.378182 + Penalty 2766.719913 = -590254.658269
  nChanged 1
		SP:Iteration 44Q (21570.980000 sec): 3 clusters
  Score: Raw -593021.559007 + Penalty 2766.719913 = -590254.839094
  nChanged 1
		SP:Iteration 45Q (21571.180000 sec): 3 clusters
  Score: Raw -593021.805886 + Penalty 2766.719913 = -590255.085973
  nChanged 1
		SP:Iteration 46Q (21571.370000 sec): 3 clusters
  Score: Raw -593022.037509 + Penalty 2766.719913 = -590255.317596
  nChanged 1
		SP:Iteration 47Q (21571.560000 sec): 3 clusters
  Score: Raw -593022.278768 + Penalty 2766.719913 = -590255.558855
  nChanged 0
		SP:Iteration 48F (21571.770000 sec): 3 clusters
  Score: Raw -593022.278768 + Penalty 2766.719913 = -590255.558855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21571.880000 sec): 2 clusters
  Score: Raw -45294.753556 + Penalty 976.032388 = -44318.721168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21572.020000 sec): 3 clusters
  Score: Raw -45268.039849 + Penalty 1952.064777 = -43315.975072
  nChanged 92
		SP:Iteration 1F (21572.200000 sec): 3 clusters
  Score: Raw -45426.776414 + Penalty 1952.064777 = -43474.711638
  nChanged 23
		SP:Iteration 2F (21572.400000 sec): 3 clusters
  Score: Raw -45477.522767 + Penalty 1952.064777 = -43525.457990
  nChanged 18
		SP:Iteration 3Q (21572.540000 sec): 3 clusters
  Score: Raw -45507.154055 + Penalty 1952.064777 = -43555.089279
  nChanged 8
		SP:Iteration 4Q (21572.740000 sec): 3 clusters
  Score: Raw -45520.370742 + Penalty 1952.064777 = -43568.305966
  nChanged 2
		SP:Iteration 5Q (21572.900000 sec): 3 clusters
  Score: Raw -45521.404057 + Penalty 1952.064777 = -43569.339280
  nChanged 3
		SP:Iteration 6Q (21573.110000 sec): 3 clusters
  Score: Raw -45524.920211 + Penalty 1952.064777 = -43572.855434
  nChanged 4
		SP:Iteration 7Q (21573.290000 sec): 3 clusters
  Score: Raw -45532.306127 + Penalty 1952.064777 = -43580.241350
  nChanged 2
		SP:Iteration 8Q (21573.470000 sec): 3 clusters
  Score: Raw -45535.118672 + Penalty 1952.064777 = -43583.053895
  nChanged 2
		SP:Iteration 9Q (21573.670000 sec): 3 clusters
  Score: Raw -45540.675354 + Penalty 1952.064777 = -43588.610577
  nChanged 3
		SP:Iteration 10Q (21573.830000 sec): 3 clusters
  Score: Raw -45544.540631 + Penalty 1952.064777 = -43592.475854
  nChanged 4
		SP:Iteration 11Q (21574.020000 sec): 3 clusters
  Score: Raw -45551.632941 + Penalty 1952.064777 = -43599.568164
  nChanged 4
		SP:Iteration 12Q (21574.190000 sec): 3 clusters
  Score: Raw -45556.834082 + Penalty 1952.064777 = -43604.769305
  nChanged 3
		SP:Iteration 13Q (21574.400000 sec): 3 clusters
  Score: Raw -45564.391416 + Penalty 1952.064777 = -43612.326639
  nChanged 3
		SP:Iteration 14Q (21574.550000 sec): 3 clusters
  Score: Raw -45569.501576 + Penalty 1952.064777 = -43617.436799
  nChanged 1
		SP:Iteration 15Q (21574.740000 sec): 3 clusters
  Score: Raw -45571.757275 + Penalty 1952.064777 = -43619.692498
  nChanged 0
		SP:Iteration 16F (21574.950000 sec): 3 clusters
  Score: Raw -45571.757275 + Penalty 1952.064777 = -43619.692498
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21575.040000 sec): 2 clusters
  Score: Raw -91466.709927 + Penalty 1083.380479 = -90383.329449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21575.230000 sec): 3 clusters
  Score: Raw -91269.396320 + Penalty 2166.760958 = -89102.635362
  nChanged 236
		SP:Iteration 1F (21575.390000 sec): 3 clusters
  Score: Raw -91506.566983 + Penalty 2166.760958 = -89339.806026
  nChanged 49
		SP:Iteration 2F (21575.500000 sec): 3 clusters
  Score: Raw -91570.809106 + Penalty 2166.760958 = -89404.048149
  nChanged 28
		SP:Iteration 3Q (21575.650000 sec): 3 clusters
  Score: Raw -91599.581865 + Penalty 2166.760958 = -89432.820907
  nChanged 18
		SP:Iteration 4Q (21575.790000 sec): 3 clusters
  Score: Raw -91620.829120 + Penalty 2166.760958 = -89454.068162
  nChanged 15
		SP:Iteration 5Q (21575.990000 sec): 3 clusters
  Score: Raw -91640.056677 + Penalty 2166.760958 = -89473.295720
  nChanged 13
		SP:Iteration 6Q (21576.140000 sec): 3 clusters
  Score: Raw -91658.888674 + Penalty 2166.760958 = -89492.127716
  nChanged 19
		SP:Iteration 7Q (21576.360000 sec): 3 clusters
  Score: Raw -91693.348993 + Penalty 2166.760958 = -89526.588035
  nChanged 19
		SP:Iteration 8Q (21576.520000 sec): 3 clusters
  Score: Raw -91714.002400 + Penalty 2166.760958 = -89547.241442
  nChanged 11
		SP:Iteration 9Q (21576.690000 sec): 3 clusters
  Score: Raw -91728.761086 + Penalty 2166.760958 = -89562.000129
  nChanged 10
		SP:Iteration 10Q (21576.920000 sec): 3 clusters
  Score: Raw -91738.840008 + Penalty 2166.760958 = -89572.079050
  nChanged 2
		SP:Iteration 11Q (21577.050000 sec): 3 clusters
  Score: Raw -91741.277771 + Penalty 2166.760958 = -89574.516814
  nChanged 1
		SP:Iteration 12Q (21577.270000 sec): 3 clusters
  Score: Raw -91742.698146 + Penalty 2166.760958 = -89575.937188
  nChanged 0
		SP:Iteration 13F (21577.400000 sec): 3 clusters
  Score: Raw -91742.698146 + Penalty 2166.760958 = -89575.937188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21577.510000 sec): 2 clusters
  Score: Raw -452111.921266 + Penalty 1342.372095 = -450769.549171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21577.690000 sec): 3 clusters
  Score: Raw -450178.336743 + Penalty 2684.744190 = -447493.592553
  nChanged 1510
		SP:Iteration 1F (21577.910000 sec): 3 clusters
  Score: Raw -451111.834926 + Penalty 2684.744190 = -448427.090736
  nChanged 355
		SP:Iteration 2F (21578.090000 sec): 3 clusters
  Score: Raw -451420.756566 + Penalty 2684.744190 = -448736.012376
  nChanged 290
		SP:Iteration 3F (21578.260000 sec): 3 clusters
  Score: Raw -451701.211957 + Penalty 2684.744190 = -449016.467766
  nChanged 276
		SP:Iteration 4F (21578.490000 sec): 3 clusters
  Score: Raw -452025.612829 + Penalty 2684.744190 = -449340.868638
  nChanged 245
		SP:Iteration 5F (21578.660000 sec): 3 clusters
  Score: Raw -452316.273168 + Penalty 2684.744190 = -449631.528977
  nChanged 213
		SP:Iteration 6F (21578.850000 sec): 3 clusters
  Score: Raw -452595.064714 + Penalty 2684.744190 = -449910.320524
  nChanged 199
		SP:Iteration 7F (21579.030000 sec): 3 clusters
  Score: Raw -452832.803908 + Penalty 2684.744190 = -450148.059717
  nChanged 158
		SP:Iteration 8Q (21579.220000 sec): 3 clusters
  Score: Raw -453022.131382 + Penalty 2684.744190 = -450337.387192
  nChanged 135
		SP:Iteration 9Q (21579.430000 sec): 3 clusters
  Score: Raw -453150.222911 + Penalty 2684.744190 = -450465.478721
  nChanged 86
		SP:Iteration 10Q (21579.620000 sec): 3 clusters
  Score: Raw -453211.207887 + Penalty 2684.744190 = -450526.463697
  nChanged 65
		SP:Iteration 11Q (21579.810000 sec): 3 clusters
  Score: Raw -453254.217405 + Penalty 2684.744190 = -450569.473215
  nChanged 50
		SP:Iteration 12Q (21580.010000 sec): 3 clusters
  Score: Raw -453281.253591 + Penalty 2684.744190 = -450596.509401
  nChanged 29
		SP:Iteration 13Q (21580.200000 sec): 3 clusters
  Score: Raw -453296.221605 + Penalty 2684.744190 = -450611.477415
  nChanged 28
		SP:Iteration 14Q (21580.390000 sec): 3 clusters
  Score: Raw -453306.217318 + Penalty 2684.744190 = -450621.473127
  nChanged 12
		SP:Iteration 15Q (21580.560000 sec): 3 clusters
  Score: Raw -453309.856366 + Penalty 2684.744190 = -450625.112176
  nChanged 10
		SP:Iteration 16Q (21580.770000 sec): 3 clusters
  Score: Raw -453314.671708 + Penalty 2684.744190 = -450629.927518
  nChanged 18
		SP:Iteration 17Q (21580.930000 sec): 3 clusters
  Score: Raw -453321.621988 + Penalty 2684.744190 = -450636.877797
  nChanged 15
		SP:Iteration 18Q (21581.110000 sec): 3 clusters
  Score: Raw -453328.124525 + Penalty 2684.744190 = -450643.380335
  nChanged 10
		SP:Iteration 19Q (21581.330000 sec): 3 clusters
  Score: Raw -453333.176432 + Penalty 2684.744190 = -450648.432241
  nChanged 10
		SP:Iteration 20F (21581.550000 sec): 3 clusters
  Score: Raw -453338.232749 + Penalty 2684.744190 = -450653.488559
  nChanged 9
		SP:Iteration 21Q (21581.700000 sec): 3 clusters
  Score: Raw -453343.308363 + Penalty 2684.744190 = -450658.564173
  nChanged 6
		SP:Iteration 22Q (21581.880000 sec): 3 clusters
  Score: Raw -453346.081755 + Penalty 2684.744190 = -450661.337565
  nChanged 5
		SP:Iteration 23Q (21582.070000 sec): 3 clusters
  Score: Raw -453348.229287 + Penalty 2684.744190 = -450663.485097
  nChanged 4
		SP:Iteration 24Q (21582.240000 sec): 3 clusters
  Score: Raw -453349.857388 + Penalty 2684.744190 = -450665.113198
  nChanged 3
		SP:Iteration 25Q (21582.420000 sec): 3 clusters
  Score: Raw -453350.975103 + Penalty 2684.744190 = -450666.230913
  nChanged 1
		SP:Iteration 26Q (21582.600000 sec): 3 clusters
  Score: Raw -453351.613440 + Penalty 2684.744190 = -450666.869250
  nChanged 3
		SP:Iteration 27Q (21582.780000 sec): 3 clusters
  Score: Raw -453352.133737 + Penalty 2684.744190 = -450667.389547
  nChanged 2
		SP:Iteration 28Q (21582.960000 sec): 3 clusters
  Score: Raw -453352.895965 + Penalty 2684.744190 = -450668.151775
  nChanged 3
		SP:Iteration 29Q (21583.140000 sec): 3 clusters
  Score: Raw -453353.821398 + Penalty 2684.744190 = -450669.077207
  nChanged 3
		SP:Iteration 30Q (21583.290000 sec): 3 clusters
  Score: Raw -453355.000611 + Penalty 2684.744190 = -450670.256420
  nChanged 3
		SP:Iteration 31Q (21583.480000 sec): 3 clusters
  Score: Raw -453355.884578 + Penalty 2684.744190 = -450671.140388
  nChanged 3
		SP:Iteration 32Q (21583.640000 sec): 3 clusters
  Score: Raw -453356.568556 + Penalty 2684.744190 = -450671.824366
  nChanged 5
		SP:Iteration 33Q (21583.820000 sec): 3 clusters
  Score: Raw -453357.700992 + Penalty 2684.744190 = -450672.956802
  nChanged 3
		SP:Iteration 34Q (21584.050000 sec): 3 clusters
  Score: Raw -453359.130161 + Penalty 2684.744190 = -450674.385971
  nChanged 3
		SP:Iteration 35Q (21584.230000 sec): 3 clusters
  Score: Raw -453359.911531 + Penalty 2684.744190 = -450675.167340
  nChanged 4
		SP:Iteration 36Q (21584.430000 sec): 3 clusters
  Score: Raw -453360.554920 + Penalty 2684.744190 = -450675.810730
  nChanged 1
		SP:Iteration 37Q (21584.630000 sec): 3 clusters
  Score: Raw -453360.732708 + Penalty 2684.744190 = -450675.988518
  nChanged 0
		SP:Iteration 38F (21584.820000 sec): 3 clusters
  Score: Raw -453360.732708 + Penalty 2684.744190 = -450675.988518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21584.910000 sec): 2 clusters
  Score: Raw -61470.569266 + Penalty 1018.420089 = -60452.149177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21585.070000 sec): 3 clusters
  Score: Raw -61416.967768 + Penalty 2036.840178 = -59380.127590
  nChanged 118
		SP:Iteration 1F (21585.250000 sec): 3 clusters
  Score: Raw -61548.157437 + Penalty 2036.840178 = -59511.317259
  nChanged 25
		SP:Iteration 2Q (21585.450000 sec): 3 clusters
  Score: Raw -61575.833986 + Penalty 2036.840178 = -59538.993808
  nChanged 6
		SP:Iteration 3Q (21585.640000 sec): 3 clusters
  Score: Raw -61586.082217 + Penalty 2036.840178 = -59549.242039
  nChanged 2
		SP:Iteration 4Q (21585.810000 sec): 3 clusters
  Score: Raw -61590.700402 + Penalty 2036.840178 = -59553.860224
  nChanged 1
		SP:Iteration 5Q (21585.980000 sec): 3 clusters
  Score: Raw -61591.649274 + Penalty 2036.840178 = -59554.809096
  nChanged 1
		SP:Iteration 6Q (21586.180000 sec): 3 clusters
  Score: Raw -61592.806268 + Penalty 2036.840178 = -59555.966089
  nChanged 2
		SP:Iteration 7Q (21586.330000 sec): 3 clusters
  Score: Raw -61596.952023 + Penalty 2036.840178 = -59560.111845
  nChanged 1
		SP:Iteration 8Q (21586.540000 sec): 3 clusters
  Score: Raw -61599.400252 + Penalty 2036.840178 = -59562.560073
  nChanged 1
		SP:Iteration 9Q (21586.720000 sec): 3 clusters
  Score: Raw -61600.384845 + Penalty 2036.840178 = -59563.544666
  nChanged 1
		SP:Iteration 10Q (21586.880000 sec): 3 clusters
  Score: Raw -61603.368484 + Penalty 2036.840178 = -59566.528305
  nChanged 0
		SP:Iteration 11F (21587.060000 sec): 3 clusters
  Score: Raw -61603.368484 + Penalty 2036.840178 = -59566.528305
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21587.140000 sec): 2 clusters
  Score: Raw -263018.347539 + Penalty 1245.684933 = -261772.662606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21587.350000 sec): 3 clusters
  Score: Raw -262090.871081 + Penalty 2491.369865 = -259599.501216
  nChanged 749
		SP:Iteration 1F (21587.510000 sec): 3 clusters
  Score: Raw -262546.964922 + Penalty 2491.369865 = -260055.595057
  nChanged 151
		SP:Iteration 2F (21587.710000 sec): 3 clusters
  Score: Raw -262641.591558 + Penalty 2491.369865 = -260150.221693
  nChanged 91
		SP:Iteration 3Q (21587.900000 sec): 3 clusters
  Score: Raw -262701.895332 + Penalty 2491.369865 = -260210.525467
  nChanged 54
		SP:Iteration 4Q (21588.060000 sec): 3 clusters
  Score: Raw -262736.578467 + Penalty 2491.369865 = -260245.208602
  nChanged 55
		SP:Iteration 5Q (21588.230000 sec): 3 clusters
  Score: Raw -262767.838009 + Penalty 2491.369865 = -260276.468143
  nChanged 42
		SP:Iteration 6Q (21588.420000 sec): 3 clusters
  Score: Raw -262795.153848 + Penalty 2491.369865 = -260303.783982
  nChanged 28
		SP:Iteration 7Q (21588.620000 sec): 3 clusters
  Score: Raw -262809.133577 + Penalty 2491.369865 = -260317.763711
  nChanged 26
		SP:Iteration 8Q (21588.810000 sec): 3 clusters
  Score: Raw -262820.252199 + Penalty 2491.369865 = -260328.882333
  nChanged 20
		SP:Iteration 9Q (21588.950000 sec): 3 clusters
  Score: Raw -262829.310739 + Penalty 2491.369865 = -260337.940873
  nChanged 17
		SP:Iteration 10Q (21589.110000 sec): 3 clusters
  Score: Raw -262837.037612 + Penalty 2491.369865 = -260345.667747
  nChanged 13
		SP:Iteration 11Q (21589.300000 sec): 3 clusters
  Score: Raw -262843.632846 + Penalty 2491.369865 = -260352.262980
  nChanged 12
		SP:Iteration 12Q (21589.460000 sec): 3 clusters
  Score: Raw -262847.184398 + Penalty 2491.369865 = -260355.814533
  nChanged 10
		SP:Iteration 13Q (21589.600000 sec): 3 clusters
  Score: Raw -262850.480276 + Penalty 2491.369865 = -260359.110410
  nChanged 7
		SP:Iteration 14Q (21589.770000 sec): 3 clusters
  Score: Raw -262852.036208 + Penalty 2491.369865 = -260360.666342
  nChanged 6
		SP:Iteration 15Q (21589.960000 sec): 3 clusters
  Score: Raw -262854.203308 + Penalty 2491.369865 = -260362.833443
  nChanged 4
		SP:Iteration 16Q (21590.090000 sec): 3 clusters
  Score: Raw -262856.607794 + Penalty 2491.369865 = -260365.237929
  nChanged 9
		SP:Iteration 17Q (21590.270000 sec): 3 clusters
  Score: Raw -262860.463181 + Penalty 2491.369865 = -260369.093315
  nChanged 10
		SP:Iteration 18Q (21590.440000 sec): 3 clusters
  Score: Raw -262863.592067 + Penalty 2491.369865 = -260372.222201
  nChanged 4
		SP:Iteration 19Q (21590.570000 sec): 3 clusters
  Score: Raw -262864.637075 + Penalty 2491.369865 = -260373.267210
  nChanged 2
		SP:Iteration 20F (21590.790000 sec): 3 clusters
  Score: Raw -262865.566333 + Penalty 2491.369865 = -260374.196467
  nChanged 1
		SP:Iteration 21Q (21590.950000 sec): 3 clusters
  Score: Raw -262865.782603 + Penalty 2491.369865 = -260374.412738
  nChanged 0
		SP:Iteration 22F (21591.120000 sec): 3 clusters
  Score: Raw -262865.782603 + Penalty 2491.369865 = -260374.412738
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21591.240000 sec): 2 clusters
  Score: Raw -996487.415008 + Penalty 1467.669387 = -995019.745621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21591.450000 sec): 3 clusters
  Score: Raw -991892.680950 + Penalty 2935.338774 = -988957.342176
  nChanged 3493
		SP:Iteration 1F (21591.690000 sec): 3 clusters
  Score: Raw -993881.619452 + Penalty 2935.338774 = -990946.280678
  nChanged 568
		SP:Iteration 2F (21591.870000 sec): 3 clusters
  Score: Raw -994141.016360 + Penalty 2935.338774 = -991205.677586
  nChanged 435
		SP:Iteration 3F (21592.090000 sec): 3 clusters
  Score: Raw -994341.344966 + Penalty 2935.338774 = -991406.006192
  nChanged 390
		SP:Iteration 4Q (21592.300000 sec): 3 clusters
  Score: Raw -994514.510089 + Penalty 2935.338774 = -991579.171314
  nChanged 312
		SP:Iteration 5Q (21592.490000 sec): 3 clusters
  Score: Raw -994652.438692 + Penalty 2935.338774 = -991717.099918
  nChanged 298
		SP:Iteration 6Q (21592.690000 sec): 3 clusters
  Score: Raw -994792.234228 + Penalty 2935.338774 = -991856.895454
  nChanged 301
		SP:Iteration 7Q (21592.900000 sec): 3 clusters
  Score: Raw -994934.618581 + Penalty 2935.338774 = -991999.279807
  nChanged 309
		SP:Iteration 8Q (21593.080000 sec): 3 clusters
  Score: Raw -995094.777456 + Penalty 2935.338774 = -992159.438681
  nChanged 335
		SP:Iteration 9Q (21593.290000 sec): 3 clusters
  Score: Raw -995295.825538 + Penalty 2935.338774 = -992360.486764
  nChanged 333
		SP:Iteration 10Q (21593.530000 sec): 3 clusters
  Score: Raw -995483.982602 + Penalty 2935.338774 = -992548.643828
  nChanged 300
		SP:Iteration 11Q (21593.720000 sec): 3 clusters
  Score: Raw -995656.091101 + Penalty 2935.338774 = -992720.752326
  nChanged 282
		SP:Iteration 12Q (21593.930000 sec): 3 clusters
  Score: Raw -995825.878602 + Penalty 2935.338774 = -992890.539828
  nChanged 271
		SP:Iteration 13Q (21594.140000 sec): 3 clusters
  Score: Raw -995957.964119 + Penalty 2935.338774 = -993022.625344
  nChanged 199
		SP:Iteration 14Q (21594.340000 sec): 3 clusters
  Score: Raw -996042.874906 + Penalty 2935.338774 = -993107.536132
  nChanged 161
		SP:Iteration 15Q (21594.580000 sec): 3 clusters
  Score: Raw -996099.378721 + Penalty 2935.338774 = -993164.039947
  nChanged 131
		SP:Iteration 16Q (21594.780000 sec): 3 clusters
  Score: Raw -996141.378915 + Penalty 2935.338774 = -993206.040140
  nChanged 123
		SP:Iteration 17Q (21595.000000 sec): 3 clusters
  Score: Raw -996178.207326 + Penalty 2935.338774 = -993242.868552
  nChanged 120
		SP:Iteration 18Q (21595.180000 sec): 3 clusters
  Score: Raw -996212.086472 + Penalty 2935.338774 = -993276.747697
  nChanged 91
		SP:Iteration 19Q (21595.370000 sec): 3 clusters
  Score: Raw -996239.402541 + Penalty 2935.338774 = -993304.063766
  nChanged 80
		SP:Iteration 20F (21595.600000 sec): 3 clusters
  Score: Raw -996259.851055 + Penalty 2935.338774 = -993324.512281
  nChanged 76
		SP:Iteration 21Q (21595.830000 sec): 3 clusters
  Score: Raw -996276.940326 + Penalty 2935.338774 = -993341.601551
  nChanged 65
		SP:Iteration 22Q (21596.010000 sec): 3 clusters
  Score: Raw -996293.463783 + Penalty 2935.338774 = -993358.125009
  nChanged 62
		SP:Iteration 23Q (21596.210000 sec): 3 clusters
  Score: Raw -996310.878625 + Penalty 2935.338774 = -993375.539851
  nChanged 65
		SP:Iteration 24Q (21596.420000 sec): 3 clusters
  Score: Raw -996328.637272 + Penalty 2935.338774 = -993393.298498
  nChanged 70
		SP:Iteration 25Q (21596.620000 sec): 3 clusters
  Score: Raw -996344.595493 + Penalty 2935.338774 = -993409.256718
  nChanged 54
		SP:Iteration 26Q (21596.780000 sec): 3 clusters
  Score: Raw -996354.921485 + Penalty 2935.338774 = -993419.582711
  nChanged 39
		SP:Iteration 27Q (21597.020000 sec): 3 clusters
  Score: Raw -996362.852466 + Penalty 2935.338774 = -993427.513691
  nChanged 43
		SP:Iteration 28Q (21597.240000 sec): 3 clusters
  Score: Raw -996372.149529 + Penalty 2935.338774 = -993436.810755
  nChanged 37
		SP:Iteration 29Q (21597.440000 sec): 3 clusters
  Score: Raw -996380.596073 + Penalty 2935.338774 = -993445.257299
  nChanged 43
		SP:Iteration 30Q (21597.660000 sec): 3 clusters
  Score: Raw -996391.263767 + Penalty 2935.338774 = -993455.924992
  nChanged 45
		SP:Iteration 31Q (21597.890000 sec): 3 clusters
  Score: Raw -996400.108267 + Penalty 2935.338774 = -993464.769492
  nChanged 36
		SP:Iteration 32Q (21598.100000 sec): 3 clusters
  Score: Raw -996409.873977 + Penalty 2935.338774 = -993474.535203
  nChanged 50
		SP:Iteration 33Q (21598.280000 sec): 3 clusters
  Score: Raw -996424.054095 + Penalty 2935.338774 = -993488.715321
  nChanged 49
		SP:Iteration 34Q (21598.520000 sec): 3 clusters
  Score: Raw -996435.332420 + Penalty 2935.338774 = -993499.993645
  nChanged 34
		SP:Iteration 35Q (21598.710000 sec): 3 clusters
  Score: Raw -996442.446145 + Penalty 2935.338774 = -993507.107371
  nChanged 37
		SP:Iteration 36Q (21598.910000 sec): 3 clusters
  Score: Raw -996449.196673 + Penalty 2935.338774 = -993513.857899
  nChanged 28
		SP:Iteration 37Q (21599.140000 sec): 3 clusters
  Score: Raw -996454.383290 + Penalty 2935.338774 = -993519.044516
  nChanged 23
		SP:Iteration 38Q (21599.330000 sec): 3 clusters
  Score: Raw -996459.493791 + Penalty 2935.338774 = -993524.155017
  nChanged 24
		SP:Iteration 39Q (21599.530000 sec): 3 clusters
  Score: Raw -996463.329614 + Penalty 2935.338774 = -993527.990840
  nChanged 17
		SP:Iteration 40F (21599.740000 sec): 3 clusters
  Score: Raw -996467.362024 + Penalty 2935.338774 = -993532.023249
  nChanged 23
		SP:Iteration 41Q (21600.010000 sec): 3 clusters
  Score: Raw -996472.056145 + Penalty 2935.338774 = -993536.717371
  nChanged 24
		SP:Iteration 42Q (21600.240000 sec): 3 clusters
  Score: Raw -996476.632866 + Penalty 2935.338774 = -993541.294092
  nChanged 22
		SP:Iteration 43Q (21600.430000 sec): 3 clusters
  Score: Raw -996481.298530 + Penalty 2935.338774 = -993545.959756
  nChanged 31
		SP:Iteration 44Q (21600.640000 sec): 3 clusters
  Score: Raw -996491.108596 + Penalty 2935.338774 = -993555.769822
  nChanged 38
		SP:Iteration 45Q (21600.840000 sec): 3 clusters
  Score: Raw -996503.090467 + Penalty 2935.338774 = -993567.751693
  nChanged 38
		SP:Iteration 46Q (21601.080000 sec): 3 clusters
  Score: Raw -996514.511791 + Penalty 2935.338774 = -993579.173017
  nChanged 44
		SP:Iteration 47Q (21601.220000 sec): 3 clusters
  Score: Raw -996525.903570 + Penalty 2935.338774 = -993590.564795
  nChanged 49
		SP:Iteration 48Q (21601.420000 sec): 3 clusters
  Score: Raw -996538.590015 + Penalty 2935.338774 = -993603.251241
  nChanged 40
		SP:Iteration 49Q (21601.670000 sec): 3 clusters
  Score: Raw -996548.603189 + Penalty 2935.338774 = -993613.264415
  nChanged 35
		SP:Iteration 50Q (21601.840000 sec): 3 clusters
  Score: Raw -996556.096120 + Penalty 2935.338774 = -993620.757346
  nChanged 25
		SP:Iteration 51Q (21602.050000 sec): 3 clusters
  Score: Raw -996562.542404 + Penalty 2935.338774 = -993627.203629
  nChanged 23
		SP:Iteration 52Q (21602.230000 sec): 3 clusters
  Score: Raw -996566.865553 + Penalty 2935.338774 = -993631.526779
  nChanged 24
		SP:Iteration 53Q (21602.460000 sec): 3 clusters
  Score: Raw -996570.625702 + Penalty 2935.338774 = -993635.286928
  nChanged 13
		SP:Iteration 54Q (21602.660000 sec): 3 clusters
  Score: Raw -996572.737091 + Penalty 2935.338774 = -993637.398317
  nChanged 12
		SP:Iteration 55Q (21602.890000 sec): 3 clusters
  Score: Raw -996574.313816 + Penalty 2935.338774 = -993638.975042
  nChanged 5
		SP:Iteration 56Q (21603.100000 sec): 3 clusters
  Score: Raw -996575.006865 + Penalty 2935.338774 = -993639.668091
  nChanged 6
		SP:Iteration 57Q (21603.310000 sec): 3 clusters
  Score: Raw -996575.731980 + Penalty 2935.338774 = -993640.393205
  nChanged 2
		SP:Iteration 58Q (21603.540000 sec): 3 clusters
  Score: Raw -996575.939895 + Penalty 2935.338774 = -993640.601121
  nChanged 3
		SP:Iteration 59Q (21603.760000 sec): 3 clusters
  Score: Raw -996576.178998 + Penalty 2935.338774 = -993640.840223
  nChanged 2
		SP:Iteration 60F (21603.960000 sec): 3 clusters
  Score: Raw -996576.767916 + Penalty 2935.338774 = -993641.429141
  nChanged 6
		SP:Iteration 61Q (21604.160000 sec): 3 clusters
  Score: Raw -996578.420888 + Penalty 2935.338774 = -993643.082113
  nChanged 4
		SP:Iteration 62Q (21604.410000 sec): 3 clusters
  Score: Raw -996578.672044 + Penalty 2935.338774 = -993643.333270
  nChanged 2
		SP:Iteration 63Q (21604.620000 sec): 3 clusters
  Score: Raw -996578.812789 + Penalty 2935.338774 = -993643.474015
  nChanged 1
		SP:Iteration 64Q (21604.830000 sec): 3 clusters
  Score: Raw -996579.076803 + Penalty 2935.338774 = -993643.738028
  nChanged 2
		SP:Iteration 65Q (21605.050000 sec): 3 clusters
  Score: Raw -996579.328891 + Penalty 2935.338774 = -993643.990117
  nChanged 2
		SP:Iteration 66Q (21605.260000 sec): 3 clusters
  Score: Raw -996579.574295 + Penalty 2935.338774 = -993644.235520
  nChanged 4
		SP:Iteration 67Q (21605.430000 sec): 3 clusters
  Score: Raw -996579.974249 + Penalty 2935.338774 = -993644.635475
  nChanged 2
		SP:Iteration 68Q (21605.640000 sec): 3 clusters
  Score: Raw -996580.331763 + Penalty 2935.338774 = -993644.992989
  nChanged 2
		SP:Iteration 69Q (21605.850000 sec): 3 clusters
  Score: Raw -996580.664787 + Penalty 2935.338774 = -993645.326013
  nChanged 3
		SP:Iteration 70Q (21606.050000 sec): 3 clusters
  Score: Raw -996580.918261 + Penalty 2935.338774 = -993645.579486
  nChanged 4
		SP:Iteration 71Q (21606.260000 sec): 3 clusters
  Score: Raw -996581.295688 + Penalty 2935.338774 = -993645.956913
  nChanged 2
		SP:Iteration 72Q (21606.490000 sec): 3 clusters
  Score: Raw -996581.623739 + Penalty 2935.338774 = -993646.284965
  nChanged 3
		SP:Iteration 73Q (21606.690000 sec): 3 clusters
  Score: Raw -996582.050475 + Penalty 2935.338774 = -993646.711700
  nChanged 2
		SP:Iteration 74Q (21606.880000 sec): 3 clusters
  Score: Raw -996582.173139 + Penalty 2935.338774 = -993646.834365
  nChanged 1
		SP:Iteration 75Q (21607.070000 sec): 3 clusters
  Score: Raw -996582.218637 + Penalty 2935.338774 = -993646.879863
  nChanged 0
		SP:Iteration 76F (21607.250000 sec): 3 clusters
  Score: Raw -996582.218637 + Penalty 2935.338774 = -993646.879863
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21607.360000 sec): 2 clusters
  Score: Raw -681202.827928 + Penalty 1405.592363 = -679797.235565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21607.580000 sec): 3 clusters
  Score: Raw -678173.495009 + Penalty 2811.184726 = -675362.310284
  nChanged 2328
		SP:Iteration 1F (21607.750000 sec): 3 clusters
  Score: Raw -679378.584814 + Penalty 2811.184726 = -676567.400088
  nChanged 372
		SP:Iteration 2F (21607.940000 sec): 3 clusters
  Score: Raw -679552.219829 + Penalty 2811.184726 = -676741.035103
  nChanged 278
		SP:Iteration 3Q (21608.160000 sec): 3 clusters
  Score: Raw -679692.242015 + Penalty 2811.184726 = -676881.057289
  nChanged 281
		SP:Iteration 4Q (21608.320000 sec): 3 clusters
  Score: Raw -679867.328086 + Penalty 2811.184726 = -677056.143360
  nChanged 353
		SP:Iteration 5F (21608.500000 sec): 3 clusters
  Score: Raw -680114.557333 + Penalty 2811.184726 = -677303.372608
  nChanged 379
		SP:Iteration 6F (21608.690000 sec): 3 clusters
  Score: Raw -680444.858942 + Penalty 2811.184726 = -677633.674217
  nChanged 391
		SP:Iteration 7F (21608.900000 sec): 3 clusters
  Score: Raw -680804.394467 + Penalty 2811.184726 = -677993.209741
  nChanged 357
		SP:Iteration 8F (21609.050000 sec): 3 clusters
  Score: Raw -681103.470643 + Penalty 2811.184726 = -678292.285918
  nChanged 247
		SP:Iteration 9Q (21609.250000 sec): 3 clusters
  Score: Raw -681254.399024 + Penalty 2811.184726 = -678443.214298
  nChanged 149
		SP:Iteration 10Q (21609.460000 sec): 3 clusters
  Score: Raw -681338.470268 + Penalty 2811.184726 = -678527.285542
  nChanged 101
		SP:Iteration 11Q (21609.630000 sec): 3 clusters
  Score: Raw -681383.667519 + Penalty 2811.184726 = -678572.482793
  nChanged 67
		SP:Iteration 12Q (21609.870000 sec): 3 clusters
  Score: Raw -681414.407178 + Penalty 2811.184726 = -678603.222452
  nChanged 42
		SP:Iteration 13Q (21610.030000 sec): 3 clusters
  Score: Raw -681428.845513 + Penalty 2811.184726 = -678617.660787
  nChanged 28
		SP:Iteration 14Q (21610.220000 sec): 3 clusters
  Score: Raw -681439.186909 + Penalty 2811.184726 = -678628.002183
  nChanged 24
		SP:Iteration 15Q (21610.410000 sec): 3 clusters
  Score: Raw -681446.427780 + Penalty 2811.184726 = -678635.243054
  nChanged 20
		SP:Iteration 16Q (21610.610000 sec): 3 clusters
  Score: Raw -681453.384296 + Penalty 2811.184726 = -678642.199570
  nChanged 14
		SP:Iteration 17Q (21610.820000 sec): 3 clusters
  Score: Raw -681456.582883 + Penalty 2811.184726 = -678645.398157
  nChanged 13
		SP:Iteration 18Q (21610.980000 sec): 3 clusters
  Score: Raw -681459.808684 + Penalty 2811.184726 = -678648.623959
  nChanged 9
		SP:Iteration 19Q (21611.180000 sec): 3 clusters
  Score: Raw -681461.881380 + Penalty 2811.184726 = -678650.696654
  nChanged 7
		SP:Iteration 20F (21611.360000 sec): 3 clusters
  Score: Raw -681463.574434 + Penalty 2811.184726 = -678652.389708
  nChanged 4
		SP:Iteration 21Q (21611.580000 sec): 3 clusters
  Score: Raw -681464.872254 + Penalty 2811.184726 = -678653.687529
  nChanged 3
		SP:Iteration 22Q (21611.730000 sec): 3 clusters
  Score: Raw -681465.836751 + Penalty 2811.184726 = -678654.652025
  nChanged 1
		SP:Iteration 23Q (21611.930000 sec): 3 clusters
  Score: Raw -681466.042766 + Penalty 2811.184726 = -678654.858041
  nChanged 0
		SP:Iteration 24F (21612.120000 sec): 3 clusters
  Score: Raw -681466.042766 + Penalty 2811.184726 = -678654.858041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21612.350000 sec): 2 clusters
  Score: Raw -3624089.318787 + Penalty 1684.729706 = -3622404.589081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21612.650000 sec): 3 clusters
  Score: Raw -3604252.542507 + Penalty 3369.459412 = -3600883.083095
  nChanged 14844
		SP:Iteration 1F (21612.980000 sec): 3 clusters
  Score: Raw -3612464.998674 + Penalty 3369.459412 = -3609095.539263
  nChanged 1539
		SP:Iteration 2Q (21613.290000 sec): 3 clusters
  Score: Raw -3613054.518944 + Penalty 3369.459412 = -3609685.059532
  nChanged 1608
		SP:Iteration 3F (21613.590000 sec): 3 clusters
  Score: Raw -3613781.330667 + Penalty 3369.459412 = -3610411.871256
  nChanged 1698
		SP:Iteration 4F (21613.880000 sec): 3 clusters
  Score: Raw -3614700.193677 + Penalty 3369.459412 = -3611330.734265
  nChanged 1930
		SP:Iteration 5F (21614.170000 sec): 3 clusters
  Score: Raw -3615839.418059 + Penalty 3369.459412 = -3612469.958647
  nChanged 1961
		SP:Iteration 6F (21614.480000 sec): 3 clusters
  Score: Raw -3617012.923063 + Penalty 3369.459412 = -3613643.463651
  nChanged 1887
		SP:Iteration 7F (21614.820000 sec): 3 clusters
  Score: Raw -3618027.139474 + Penalty 3369.459412 = -3614657.680063
  nChanged 1694
		SP:Iteration 8F (21615.110000 sec): 3 clusters
  Score: Raw -3618823.484560 + Penalty 3369.459412 = -3615454.025148
  nChanged 1367
		SP:Iteration 9Q (21615.440000 sec): 3 clusters
  Score: Raw -3619404.321376 + Penalty 3369.459412 = -3616034.861964
  nChanged 1071
		SP:Iteration 10Q (21615.730000 sec): 3 clusters
  Score: Raw -3619834.475321 + Penalty 3369.459412 = -3616465.015909
  nChanged 855
		SP:Iteration 11Q (21616.060000 sec): 3 clusters
  Score: Raw -3620100.272122 + Penalty 3369.459412 = -3616730.812711
  nChanged 663
		SP:Iteration 12Q (21616.400000 sec): 3 clusters
  Score: Raw -3620285.856787 + Penalty 3369.459412 = -3616916.397375
  nChanged 550
		SP:Iteration 13Q (21616.720000 sec): 3 clusters
  Score: Raw -3620426.010343 + Penalty 3369.459412 = -3617056.550931
  nChanged 495
		SP:Iteration 14Q (21616.970000 sec): 3 clusters
  Score: Raw -3620545.905646 + Penalty 3369.459412 = -3617176.446234
  nChanged 460
		SP:Iteration 15Q (21617.300000 sec): 3 clusters
  Score: Raw -3620653.796829 + Penalty 3369.459412 = -3617284.337417
  nChanged 433
		SP:Iteration 16Q (21617.640000 sec): 3 clusters
  Score: Raw -3620755.650121 + Penalty 3369.459412 = -3617386.190709
  nChanged 422
		SP:Iteration 17Q (21617.960000 sec): 3 clusters
  Score: Raw -3620857.428402 + Penalty 3369.459412 = -3617487.968990
  nChanged 391
		SP:Iteration 18Q (21618.240000 sec): 3 clusters
  Score: Raw -3620951.848431 + Penalty 3369.459412 = -3617582.389019
  nChanged 395
		SP:Iteration 19Q (21618.520000 sec): 3 clusters
  Score: Raw -3621039.732330 + Penalty 3369.459412 = -3617670.272918
  nChanged 358
		SP:Iteration 20F (21618.850000 sec): 3 clusters
  Score: Raw -3621115.650392 + Penalty 3369.459412 = -3617746.190981
  nChanged 322
		SP:Iteration 21Q (21619.130000 sec): 3 clusters
  Score: Raw -3621185.162894 + Penalty 3369.459412 = -3617815.703483
  nChanged 314
		SP:Iteration 22Q (21619.450000 sec): 3 clusters
  Score: Raw -3621247.648273 + Penalty 3369.459412 = -3617878.188862
  nChanged 300
		SP:Iteration 23Q (21619.770000 sec): 3 clusters
  Score: Raw -3621301.865700 + Penalty 3369.459412 = -3617932.406288
  nChanged 263
		SP:Iteration 24Q (21620.100000 sec): 3 clusters
  Score: Raw -3621346.914263 + Penalty 3369.459412 = -3617977.454851
  nChanged 269
		SP:Iteration 25Q (21620.400000 sec): 3 clusters
  Score: Raw -3621387.580104 + Penalty 3369.459412 = -3618018.120692
  nChanged 252
		SP:Iteration 26Q (21620.720000 sec): 3 clusters
  Score: Raw -3621427.407670 + Penalty 3369.459412 = -3618057.948258
  nChanged 246
		SP:Iteration 27Q (21621.020000 sec): 3 clusters
  Score: Raw -3621466.661404 + Penalty 3369.459412 = -3618097.201992
  nChanged 248
		SP:Iteration 28Q (21621.350000 sec): 3 clusters
  Score: Raw -3621507.264227 + Penalty 3369.459412 = -3618137.804816
  nChanged 265
		SP:Iteration 29Q (21621.670000 sec): 3 clusters
  Score: Raw -3621552.183269 + Penalty 3369.459412 = -3618182.723857
  nChanged 237
		SP:Iteration 30Q (21621.970000 sec): 3 clusters
  Score: Raw -3621589.495794 + Penalty 3369.459412 = -3618220.036382
  nChanged 247
		SP:Iteration 31Q (21622.260000 sec): 3 clusters
  Score: Raw -3621630.541490 + Penalty 3369.459412 = -3618261.082078
  nChanged 237
		SP:Iteration 32Q (21622.610000 sec): 3 clusters
  Score: Raw -3621674.897140 + Penalty 3369.459412 = -3618305.437728
  nChanged 279
		SP:Iteration 33Q (21622.940000 sec): 3 clusters
  Score: Raw -3621729.053541 + Penalty 3369.459412 = -3618359.594129
  nChanged 279
		SP:Iteration 34Q (21623.260000 sec): 3 clusters
  Score: Raw -3621785.056801 + Penalty 3369.459412 = -3618415.597389
  nChanged 301
		SP:Iteration 35Q (21623.600000 sec): 3 clusters
  Score: Raw -3621850.258960 + Penalty 3369.459412 = -3618480.799549
  nChanged 312
		SP:Iteration 36Q (21623.920000 sec): 3 clusters
  Score: Raw -3621922.433706 + Penalty 3369.459412 = -3618552.974294
  nChanged 341
		SP:Iteration 37Q (21624.190000 sec): 3 clusters
  Score: Raw -3622005.163562 + Penalty 3369.459412 = -3618635.704150
  nChanged 358
		SP:Iteration 38Q (21624.490000 sec): 3 clusters
  Score: Raw -3622102.816063 + Penalty 3369.459412 = -3618733.356652
  nChanged 363
		SP:Iteration 39Q (21624.800000 sec): 3 clusters
  Score: Raw -3622204.270084 + Penalty 3369.459412 = -3618834.810672
  nChanged 381
		SP:Iteration 40F (21625.150000 sec): 3 clusters
  Score: Raw -3622308.480203 + Penalty 3369.459412 = -3618939.020791
  nChanged 391
		SP:Iteration 41Q (21625.420000 sec): 3 clusters
  Score: Raw -3622421.049550 + Penalty 3369.459412 = -3619051.590138
  nChanged 431
		SP:Iteration 42Q (21625.730000 sec): 3 clusters
  Score: Raw -3622567.381871 + Penalty 3369.459412 = -3619197.922459
  nChanged 484
		SP:Iteration 43Q (21626.070000 sec): 3 clusters
  Score: Raw -3622736.632428 + Penalty 3369.459412 = -3619367.173016
  nChanged 470
		SP:Iteration 44Q (21626.380000 sec): 3 clusters
  Score: Raw -3622906.755918 + Penalty 3369.459412 = -3619537.296506
  nChanged 492
		SP:Iteration 45Q (21626.680000 sec): 3 clusters
  Score: Raw -3623098.441211 + Penalty 3369.459412 = -3619728.981799
  nChanged 496
		SP:Iteration 46Q (21626.950000 sec): 3 clusters
  Score: Raw -3623296.371201 + Penalty 3369.459412 = -3619926.911789
  nChanged 488
		SP:Iteration 47Q (21627.250000 sec): 3 clusters
  Score: Raw -3623485.837121 + Penalty 3369.459412 = -3620116.377709
  nChanged 501
		SP:Iteration 48Q (21627.570000 sec): 3 clusters
  Score: Raw -3623692.275669 + Penalty 3369.459412 = -3620322.816257
  nChanged 447
		SP:Iteration 49Q (21627.870000 sec): 3 clusters
  Score: Raw -3623865.171548 + Penalty 3369.459412 = -3620495.712136
  nChanged 430
		SP:Iteration 50Q (21628.130000 sec): 3 clusters
  Score: Raw -3624046.828664 + Penalty 3369.459412 = -3620677.369252
  nChanged 413
		SP:Iteration 51Q (21628.460000 sec): 3 clusters
  Score: Raw -3624234.112089 + Penalty 3369.459412 = -3620864.652677
  nChanged 399
		SP:Iteration 52Q (21628.740000 sec): 3 clusters
  Score: Raw -3624425.566788 + Penalty 3369.459412 = -3621056.107376
  nChanged 383
		SP:Iteration 53Q (21629.070000 sec): 3 clusters
  Score: Raw -3624600.888334 + Penalty 3369.459412 = -3621231.428922
  nChanged 336
		SP:Iteration 54Q (21629.330000 sec): 3 clusters
  Score: Raw -3624732.947171 + Penalty 3369.459412 = -3621363.487759
  nChanged 275
		SP:Iteration 55Q (21629.670000 sec): 3 clusters
  Score: Raw -3624835.343596 + Penalty 3369.459412 = -3621465.884185
  nChanged 249
		SP:Iteration 56Q (21629.980000 sec): 3 clusters
  Score: Raw -3624916.562641 + Penalty 3369.459412 = -3621547.103229
  nChanged 199
		SP:Iteration 57Q (21630.280000 sec): 3 clusters
  Score: Raw -3624981.399718 + Penalty 3369.459412 = -3621611.940306
  nChanged 163
		SP:Iteration 58Q (21630.560000 sec): 3 clusters
  Score: Raw -3625031.360505 + Penalty 3369.459412 = -3621661.901093
  nChanged 127
		SP:Iteration 59Q (21630.890000 sec): 3 clusters
  Score: Raw -3625065.399656 + Penalty 3369.459412 = -3621695.940244
  nChanged 115
		SP:Iteration 60F (21631.170000 sec): 3 clusters
  Score: Raw -3625096.413437 + Penalty 3369.459412 = -3621726.954025
  nChanged 103
		SP:Iteration 61Q (21631.480000 sec): 3 clusters
  Score: Raw -3625126.289575 + Penalty 3369.459412 = -3621756.830163
  nChanged 106
		SP:Iteration 62Q (21631.770000 sec): 3 clusters
  Score: Raw -3625150.424709 + Penalty 3369.459412 = -3621780.965297
  nChanged 74
		SP:Iteration 63Q (21632.110000 sec): 3 clusters
  Score: Raw -3625169.608551 + Penalty 3369.459412 = -3621800.149139
  nChanged 83
		SP:Iteration 64Q (21632.370000 sec): 3 clusters
  Score: Raw -3625195.536072 + Penalty 3369.459412 = -3621826.076660
  nChanged 75
		SP:Iteration 65Q (21632.630000 sec): 3 clusters
  Score: Raw -3625219.872774 + Penalty 3369.459412 = -3621850.413362
  nChanged 73
		SP:Iteration 66Q (21632.970000 sec): 3 clusters
  Score: Raw -3625240.988735 + Penalty 3369.459412 = -3621871.529323
  nChanged 58
		SP:Iteration 67Q (21633.260000 sec): 3 clusters
  Score: Raw -3625258.090720 + Penalty 3369.459412 = -3621888.631308
  nChanged 59
		SP:Iteration 68Q (21633.590000 sec): 3 clusters
  Score: Raw -3625274.143988 + Penalty 3369.459412 = -3621904.684576
  nChanged 50
		SP:Iteration 69Q (21633.920000 sec): 3 clusters
  Score: Raw -3625289.413291 + Penalty 3369.459412 = -3621919.953880
  nChanged 40
		SP:Iteration 70Q (21634.210000 sec): 3 clusters
  Score: Raw -3625304.729551 + Penalty 3369.459412 = -3621935.270139
  nChanged 46
		SP:Iteration 71Q (21634.510000 sec): 3 clusters
  Score: Raw -3625320.332189 + Penalty 3369.459412 = -3621950.872778
  nChanged 44
		SP:Iteration 72Q (21634.780000 sec): 3 clusters
  Score: Raw -3625331.472468 + Penalty 3369.459412 = -3621962.013056
  nChanged 31
		SP:Iteration 73Q (21635.100000 sec): 3 clusters
  Score: Raw -3625339.607674 + Penalty 3369.459412 = -3621970.148262
  nChanged 32
		SP:Iteration 74Q (21635.380000 sec): 3 clusters
  Score: Raw -3625346.535828 + Penalty 3369.459412 = -3621977.076416
  nChanged 25
		SP:Iteration 75Q (21635.690000 sec): 3 clusters
  Score: Raw -3625351.100524 + Penalty 3369.459412 = -3621981.641112
  nChanged 16
		SP:Iteration 76Q (21635.950000 sec): 3 clusters
  Score: Raw -3625353.328975 + Penalty 3369.459412 = -3621983.869564
  nChanged 7
		SP:Iteration 77Q (21636.270000 sec): 3 clusters
  Score: Raw -3625354.766469 + Penalty 3369.459412 = -3621985.307057
  nChanged 8
		SP:Iteration 78Q (21636.580000 sec): 3 clusters
  Score: Raw -3625355.623178 + Penalty 3369.459412 = -3621986.163766
  nChanged 2
		SP:Iteration 79Q (21636.850000 sec): 3 clusters
  Score: Raw -3625356.055996 + Penalty 3369.459412 = -3621986.596584
  nChanged 1
		SP:Iteration 80F (21637.120000 sec): 3 clusters
  Score: Raw -3625356.189522 + Penalty 3369.459412 = -3621986.730110
  nChanged 3
		SP:Iteration 81Q (21637.410000 sec): 3 clusters
  Score: Raw -3625356.586237 + Penalty 3369.459412 = -3621987.126825
  nChanged 2
		SP:Iteration 82Q (21637.660000 sec): 3 clusters
  Score: Raw -3625356.899458 + Penalty 3369.459412 = -3621987.440046
  nChanged 2
		SP:Iteration 83Q (21637.930000 sec): 3 clusters
  Score: Raw -3625357.366417 + Penalty 3369.459412 = -3621987.907005
  nChanged 1
		SP:Iteration 84Q (21638.260000 sec): 3 clusters
  Score: Raw -3625357.508892 + Penalty 3369.459412 = -3621988.049480
  nChanged 0
		SP:Iteration 85F (21638.540000 sec): 3 clusters
  Score: Raw -3625357.508892 + Penalty 3369.459412 = -3621988.049480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21638.630000 sec): 2 clusters
  Score: Raw -30184.339880 + Penalty 915.071915 = -29269.267965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21638.820000 sec): 3 clusters
  Score: Raw -30253.373978 + Penalty 1830.143829 = -28423.230149
  nChanged 57
		SP:Iteration 1F (21639.010000 sec): 3 clusters
  Score: Raw -30377.318350 + Penalty 1830.143829 = -28547.174521
  nChanged 14
		SP:Iteration 2F (21639.180000 sec): 3 clusters
  Score: Raw -30418.481220 + Penalty 1830.143829 = -28588.337391
  nChanged 5
		SP:Iteration 3Q (21639.370000 sec): 3 clusters
  Score: Raw -30429.019943 + Penalty 1830.143829 = -28598.876114
  nChanged 3
		SP:Iteration 4Q (21639.520000 sec): 3 clusters
  Score: Raw -30437.275960 + Penalty 1830.143829 = -28607.132131
  nChanged 3
		SP:Iteration 5Q (21639.710000 sec): 3 clusters
  Score: Raw -30445.773333 + Penalty 1830.143829 = -28615.629504
  nChanged 1
		SP:Iteration 6Q (21639.870000 sec): 3 clusters
  Score: Raw -30446.874659 + Penalty 1830.143829 = -28616.730830
  nChanged 1
		SP:Iteration 7Q (21640.070000 sec): 3 clusters
  Score: Raw -30449.986240 + Penalty 1830.143829 = -28619.842411
  nChanged 2
		SP:Iteration 8Q (21640.230000 sec): 3 clusters
  Score: Raw -30458.889771 + Penalty 1830.143829 = -28628.745942
  nChanged 3
		SP:Iteration 9Q (21640.390000 sec): 3 clusters
  Score: Raw -30466.019445 + Penalty 1830.143829 = -28635.875616
  nChanged 1
		SP:Iteration 10Q (21640.580000 sec): 3 clusters
  Score: Raw -30467.303456 + Penalty 1830.143829 = -28637.159627
  nChanged 1
		SP:Iteration 11Q (21640.750000 sec): 3 clusters
  Score: Raw -30469.961079 + Penalty 1830.143829 = -28639.817250
  nChanged 0
		SP:Iteration 12F (21640.910000 sec): 3 clusters
  Score: Raw -30469.961079 + Penalty 1830.143829 = -28639.817250
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21641.030000 sec): 2 clusters
  Score: Raw -200895.747335 + Penalty 1206.523786 = -199689.223548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21641.180000 sec): 3 clusters
  Score: Raw -200214.980038 + Penalty 2413.047573 = -197801.932465
  nChanged 546
		SP:Iteration 1F (21641.370000 sec): 3 clusters
  Score: Raw -200580.052156 + Penalty 2413.047573 = -198167.004583
  nChanged 111
		SP:Iteration 2F (21641.560000 sec): 3 clusters
  Score: Raw -200677.246562 + Penalty 2413.047573 = -198264.198990
  nChanged 74
		SP:Iteration 3Q (21641.720000 sec): 3 clusters
  Score: Raw -200735.502877 + Penalty 2413.047573 = -198322.455304
  nChanged 47
		SP:Iteration 4Q (21641.900000 sec): 3 clusters
  Score: Raw -200766.379703 + Penalty 2413.047573 = -198353.332130
  nChanged 31
		SP:Iteration 5Q (21642.090000 sec): 3 clusters
  Score: Raw -200784.124121 + Penalty 2413.047573 = -198371.076548
  nChanged 21
		SP:Iteration 6Q (21642.280000 sec): 3 clusters
  Score: Raw -200798.670989 + Penalty 2413.047573 = -198385.623417
  nChanged 19
		SP:Iteration 7Q (21642.500000 sec): 3 clusters
  Score: Raw -200809.937175 + Penalty 2413.047573 = -198396.889603
  nChanged 12
		SP:Iteration 8Q (21642.670000 sec): 3 clusters
  Score: Raw -200816.980636 + Penalty 2413.047573 = -198403.933063
  nChanged 11
		SP:Iteration 9Q (21642.880000 sec): 3 clusters
  Score: Raw -200822.732607 + Penalty 2413.047573 = -198409.685034
  nChanged 7
		SP:Iteration 10Q (21643.070000 sec): 3 clusters
  Score: Raw -200827.466278 + Penalty 2413.047573 = -198414.418706
  nChanged 5
		SP:Iteration 11Q (21643.200000 sec): 3 clusters
  Score: Raw -200829.797489 + Penalty 2413.047573 = -198416.749916
  nChanged 7
		SP:Iteration 12Q (21643.380000 sec): 3 clusters
  Score: Raw -200833.796931 + Penalty 2413.047573 = -198420.749358
  nChanged 8
		SP:Iteration 13Q (21643.550000 sec): 3 clusters
  Score: Raw -200839.578752 + Penalty 2413.047573 = -198426.531180
  nChanged 8
		SP:Iteration 14Q (21643.740000 sec): 3 clusters
  Score: Raw -200843.779880 + Penalty 2413.047573 = -198430.732308
  nChanged 4
		SP:Iteration 15Q (21643.900000 sec): 3 clusters
  Score: Raw -200845.047638 + Penalty 2413.047573 = -198432.000065
  nChanged 2
		SP:Iteration 16Q (21644.060000 sec): 3 clusters
  Score: Raw -200845.885390 + Penalty 2413.047573 = -198432.837818
  nChanged 3
		SP:Iteration 17Q (21644.220000 sec): 3 clusters
  Score: Raw -200847.277214 + Penalty 2413.047573 = -198434.229642
  nChanged 3
		SP:Iteration 18Q (21644.420000 sec): 3 clusters
  Score: Raw -200848.342084 + Penalty 2413.047573 = -198435.294511
  nChanged 0
		SP:Iteration 19F (21644.590000 sec): 3 clusters
  Score: Raw -200848.342084 + Penalty 2413.047573 = -198435.294511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21644.670000 sec): 2 clusters
  Score: Raw -293338.167972 + Penalty 1274.752805 = -292063.415168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21644.870000 sec): 3 clusters
  Score: Raw -292190.172652 + Penalty 2549.505609 = -289640.667042
  nChanged 902
		SP:Iteration 1F (21645.010000 sec): 3 clusters
  Score: Raw -292716.851170 + Penalty 2549.505609 = -290167.345560
  nChanged 175
		SP:Iteration 2F (21645.190000 sec): 3 clusters
  Score: Raw -292849.368686 + Penalty 2549.505609 = -290299.863077
  nChanged 135
		SP:Iteration 3F (21645.390000 sec): 3 clusters
  Score: Raw -292976.224109 + Penalty 2549.505609 = -290426.718499
  nChanged 131
		SP:Iteration 4F (21645.560000 sec): 3 clusters
  Score: Raw -293106.185644 + Penalty 2549.505609 = -290556.680035
  nChanged 122
		SP:Iteration 5Q (21645.750000 sec): 3 clusters
  Score: Raw -293221.512422 + Penalty 2549.505609 = -290672.006812
  nChanged 109
		SP:Iteration 6Q (21645.940000 sec): 3 clusters
  Score: Raw -293318.910865 + Penalty 2549.505609 = -290769.405255
  nChanged 94
		SP:Iteration 7Q (21646.120000 sec): 3 clusters
  Score: Raw -293407.909265 + Penalty 2549.505609 = -290858.403656
  nChanged 94
		SP:Iteration 8Q (21646.310000 sec): 3 clusters
  Score: Raw -293496.426284 + Penalty 2549.505609 = -290946.920675
  nChanged 86
		SP:Iteration 9Q (21646.480000 sec): 3 clusters
  Score: Raw -293575.474296 + Penalty 2549.505609 = -291025.968686
  nChanged 74
		SP:Iteration 10Q (21646.670000 sec): 3 clusters
  Score: Raw -293631.052938 + Penalty 2549.505609 = -291081.547328
  nChanged 70
		SP:Iteration 11Q (21646.840000 sec): 3 clusters
  Score: Raw -293682.950302 + Penalty 2549.505609 = -291133.444693
  nChanged 61
		SP:Iteration 12Q (21647.010000 sec): 3 clusters
  Score: Raw -293720.883237 + Penalty 2549.505609 = -291171.377628
  nChanged 49
		SP:Iteration 13Q (21647.150000 sec): 3 clusters
  Score: Raw -293749.089888 + Penalty 2549.505609 = -291199.584279
  nChanged 40
		SP:Iteration 14Q (21647.310000 sec): 3 clusters
  Score: Raw -293769.214982 + Penalty 2549.505609 = -291219.709372
  nChanged 32
		SP:Iteration 15Q (21647.510000 sec): 3 clusters
  Score: Raw -293791.591159 + Penalty 2549.505609 = -291242.085549
  nChanged 36
		SP:Iteration 16Q (21647.690000 sec): 3 clusters
  Score: Raw -293807.386383 + Penalty 2549.505609 = -291257.880773
  nChanged 29
		SP:Iteration 17Q (21647.840000 sec): 3 clusters
  Score: Raw -293823.545458 + Penalty 2549.505609 = -291274.039848
  nChanged 29
		SP:Iteration 18Q (21648.010000 sec): 3 clusters
  Score: Raw -293840.675366 + Penalty 2549.505609 = -291291.169757
  nChanged 30
		SP:Iteration 19Q (21648.180000 sec): 3 clusters
  Score: Raw -293859.151656 + Penalty 2549.505609 = -291309.646047
  nChanged 29
		SP:Iteration 20F (21648.370000 sec): 3 clusters
  Score: Raw -293877.385214 + Penalty 2549.505609 = -291327.879604
  nChanged 33
		SP:Iteration 21Q (21648.560000 sec): 3 clusters
  Score: Raw -293898.192882 + Penalty 2549.505609 = -291348.687273
  nChanged 24
		SP:Iteration 22Q (21648.720000 sec): 3 clusters
  Score: Raw -293910.989030 + Penalty 2549.505609 = -291361.483420
  nChanged 18
		SP:Iteration 23Q (21648.930000 sec): 3 clusters
  Score: Raw -293920.153919 + Penalty 2549.505609 = -291370.648309
  nChanged 21
		SP:Iteration 24Q (21649.130000 sec): 3 clusters
  Score: Raw -293930.776140 + Penalty 2549.505609 = -291381.270531
  nChanged 20
		SP:Iteration 25Q (21649.290000 sec): 3 clusters
  Score: Raw -293939.906918 + Penalty 2549.505609 = -291390.401308
  nChanged 20
		SP:Iteration 26Q (21649.460000 sec): 3 clusters
  Score: Raw -293950.185202 + Penalty 2549.505609 = -291400.679593
  nChanged 17
		SP:Iteration 27Q (21649.650000 sec): 3 clusters
  Score: Raw -293956.804981 + Penalty 2549.505609 = -291407.299371
  nChanged 13
		SP:Iteration 28Q (21649.830000 sec): 3 clusters
  Score: Raw -293962.915963 + Penalty 2549.505609 = -291413.410354
  nChanged 12
		SP:Iteration 29Q (21649.990000 sec): 3 clusters
  Score: Raw -293966.546012 + Penalty 2549.505609 = -291417.040402
  nChanged 9
		SP:Iteration 30Q (21650.130000 sec): 3 clusters
  Score: Raw -293970.676652 + Penalty 2549.505609 = -291421.171043
  nChanged 10
		SP:Iteration 31Q (21650.300000 sec): 3 clusters
  Score: Raw -293975.147131 + Penalty 2549.505609 = -291425.641522
  nChanged 14
		SP:Iteration 32Q (21650.460000 sec): 3 clusters
  Score: Raw -293981.801659 + Penalty 2549.505609 = -291432.296050
  nChanged 7
		SP:Iteration 33Q (21650.660000 sec): 3 clusters
  Score: Raw -293985.355149 + Penalty 2549.505609 = -291435.849539
  nChanged 7
		SP:Iteration 34Q (21650.830000 sec): 3 clusters
  Score: Raw -293989.004708 + Penalty 2549.505609 = -291439.499098
  nChanged 6
		SP:Iteration 35Q (21651.010000 sec): 3 clusters
  Score: Raw -293990.400468 + Penalty 2549.505609 = -291440.894859
  nChanged 3
		SP:Iteration 36Q (21651.200000 sec): 3 clusters
  Score: Raw -293991.667186 + Penalty 2549.505609 = -291442.161577
  nChanged 5
		SP:Iteration 37Q (21651.380000 sec): 3 clusters
  Score: Raw -293993.750823 + Penalty 2549.505609 = -291444.245214
  nChanged 5
		SP:Iteration 38Q (21651.580000 sec): 3 clusters
  Score: Raw -293996.014293 + Penalty 2549.505609 = -291446.508683
  nChanged 3
		SP:Iteration 39Q (21651.730000 sec): 3 clusters
  Score: Raw -293997.465344 + Penalty 2549.505609 = -291447.959734
  nChanged 1
		SP:Iteration 40F (21651.900000 sec): 3 clusters
  Score: Raw -293997.641708 + Penalty 2549.505609 = -291448.136098
  nChanged 1
		SP:Iteration 41Q (21652.070000 sec): 3 clusters
  Score: Raw -293997.728400 + Penalty 2549.505609 = -291448.222790
  nChanged 0
		SP:Iteration 42F (21652.260000 sec): 3 clusters
  Score: Raw -293997.728400 + Penalty 2549.505609 = -291448.222790
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21652.380000 sec): 2 clusters
  Score: Raw -616577.707441 + Penalty 1388.088147 = -615189.619293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21652.530000 sec): 3 clusters
  Score: Raw -613960.616064 + Penalty 2776.176295 = -611184.439769
  nChanged 2056
		SP:Iteration 1F (21652.760000 sec): 3 clusters
  Score: Raw -615019.959808 + Penalty 2776.176295 = -612243.783513
  nChanged 363
		SP:Iteration 2F (21652.950000 sec): 3 clusters
  Score: Raw -615195.671063 + Penalty 2776.176295 = -612419.494769
  nChanged 278
		SP:Iteration 3F (21653.100000 sec): 3 clusters
  Score: Raw -615333.269422 + Penalty 2776.176295 = -612557.093128
  nChanged 227
		SP:Iteration 4Q (21653.290000 sec): 3 clusters
  Score: Raw -615449.461190 + Penalty 2776.176295 = -612673.284895
  nChanged 206
		SP:Iteration 5Q (21653.470000 sec): 3 clusters
  Score: Raw -615535.789452 + Penalty 2776.176295 = -612759.613157
  nChanged 174
		SP:Iteration 6Q (21653.650000 sec): 3 clusters
  Score: Raw -615619.884582 + Penalty 2776.176295 = -612843.708287
  nChanged 163
		SP:Iteration 7Q (21653.820000 sec): 3 clusters
  Score: Raw -615711.429189 + Penalty 2776.176295 = -612935.252894
  nChanged 178
		SP:Iteration 8Q (21654.020000 sec): 3 clusters
  Score: Raw -615809.482643 + Penalty 2776.176295 = -613033.306348
  nChanged 209
		SP:Iteration 9Q (21654.230000 sec): 3 clusters
  Score: Raw -615929.561678 + Penalty 2776.176295 = -613153.385383
  nChanged 188
		SP:Iteration 10Q (21654.380000 sec): 3 clusters
  Score: Raw -616032.842752 + Penalty 2776.176295 = -613256.666457
  nChanged 171
		SP:Iteration 11Q (21654.610000 sec): 3 clusters
  Score: Raw -616123.521225 + Penalty 2776.176295 = -613347.344930
  nChanged 147
		SP:Iteration 12Q (21654.780000 sec): 3 clusters
  Score: Raw -616202.348073 + Penalty 2776.176295 = -613426.171778
  nChanged 134
		SP:Iteration 13Q (21655.000000 sec): 3 clusters
  Score: Raw -616281.403723 + Penalty 2776.176295 = -613505.227428
  nChanged 123
		SP:Iteration 14Q (21655.180000 sec): 3 clusters
  Score: Raw -616361.255817 + Penalty 2776.176295 = -613585.079523
  nChanged 122
		SP:Iteration 15Q (21655.330000 sec): 3 clusters
  Score: Raw -616450.250884 + Penalty 2776.176295 = -613674.074589
  nChanged 97
		SP:Iteration 16Q (21655.520000 sec): 3 clusters
  Score: Raw -616521.066017 + Penalty 2776.176295 = -613744.889722
  nChanged 90
		SP:Iteration 17Q (21655.720000 sec): 3 clusters
  Score: Raw -616592.065522 + Penalty 2776.176295 = -613815.889228
  nChanged 83
		SP:Iteration 18Q (21655.900000 sec): 3 clusters
  Score: Raw -616655.996336 + Penalty 2776.176295 = -613879.820042
  nChanged 55
		SP:Iteration 19Q (21656.140000 sec): 3 clusters
  Score: Raw -616698.872323 + Penalty 2776.176295 = -613922.696028
  nChanged 45
		SP:Iteration 20F (21656.290000 sec): 3 clusters
  Score: Raw -616731.193762 + Penalty 2776.176295 = -613955.017467
  nChanged 30
		SP:Iteration 21Q (21656.520000 sec): 3 clusters
  Score: Raw -616752.855990 + Penalty 2776.176295 = -613976.679695
  nChanged 22
		SP:Iteration 22Q (21656.690000 sec): 3 clusters
  Score: Raw -616769.354642 + Penalty 2776.176295 = -613993.178347
  nChanged 13
		SP:Iteration 23Q (21656.860000 sec): 3 clusters
  Score: Raw -616782.348856 + Penalty 2776.176295 = -614006.172561
  nChanged 14
		SP:Iteration 24Q (21657.060000 sec): 3 clusters
  Score: Raw -616796.559435 + Penalty 2776.176295 = -614020.383140
  nChanged 12
		SP:Iteration 25Q (21657.250000 sec): 3 clusters
  Score: Raw -616807.697171 + Penalty 2776.176295 = -614031.520876
  nChanged 5
		SP:Iteration 26Q (21657.450000 sec): 3 clusters
  Score: Raw -616811.509910 + Penalty 2776.176295 = -614035.333615
  nChanged 6
		SP:Iteration 27Q (21657.670000 sec): 3 clusters
  Score: Raw -616817.433599 + Penalty 2776.176295 = -614041.257304
  nChanged 5
		SP:Iteration 28Q (21657.870000 sec): 3 clusters
  Score: Raw -616825.036128 + Penalty 2776.176295 = -614048.859833
  nChanged 5
		SP:Iteration 29Q (21658.000000 sec): 3 clusters
  Score: Raw -616828.840231 + Penalty 2776.176295 = -614052.663936
  nChanged 2
		SP:Iteration 30Q (21658.200000 sec): 3 clusters
  Score: Raw -616830.626523 + Penalty 2776.176295 = -614054.450228
  nChanged 1
		SP:Iteration 31Q (21658.400000 sec): 3 clusters
  Score: Raw -616831.910269 + Penalty 2776.176295 = -614055.733975
  nChanged 1
		SP:Iteration 32Q (21658.580000 sec): 3 clusters
  Score: Raw -616833.109265 + Penalty 2776.176295 = -614056.932970
  nChanged 2
		SP:Iteration 33Q (21658.780000 sec): 3 clusters
  Score: Raw -616835.260332 + Penalty 2776.176295 = -614059.084037
  nChanged 5
		SP:Iteration 34Q (21658.990000 sec): 3 clusters
  Score: Raw -616841.067322 + Penalty 2776.176295 = -614064.891027
  nChanged 4
		SP:Iteration 35Q (21659.210000 sec): 3 clusters
  Score: Raw -616845.421687 + Penalty 2776.176295 = -614069.245392
  nChanged 1
		SP:Iteration 36Q (21659.360000 sec): 3 clusters
  Score: Raw -616845.866035 + Penalty 2776.176295 = -614069.689740
  nChanged 0
		SP:Iteration 37F (21659.620000 sec): 3 clusters
  Score: Raw -616845.866035 + Penalty 2776.176295 = -614069.689740
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21659.700000 sec): 2 clusters
  Score: Raw -70714.905065 + Penalty 1032.867495 = -69682.037570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21659.870000 sec): 3 clusters
  Score: Raw -70604.313176 + Penalty 2065.734990 = -68538.578187
  nChanged 143
		SP:Iteration 1F (21660.040000 sec): 3 clusters
  Score: Raw -70765.979086 + Penalty 2065.734990 = -68700.244096
  nChanged 22
		SP:Iteration 2Q (21660.200000 sec): 3 clusters
  Score: Raw -70800.732293 + Penalty 2065.734990 = -68734.997304
  nChanged 14
		SP:Iteration 3Q (21660.400000 sec): 3 clusters
  Score: Raw -70824.560251 + Penalty 2065.734990 = -68758.825261
  nChanged 8
		SP:Iteration 4Q (21660.540000 sec): 3 clusters
  Score: Raw -70830.837358 + Penalty 2065.734990 = -68765.102369
  nChanged 2
		SP:Iteration 5Q (21660.710000 sec): 3 clusters
  Score: Raw -70832.823519 + Penalty 2065.734990 = -68767.088529
  nChanged 0
		SP:Iteration 6F (21660.860000 sec): 3 clusters
  Score: Raw -70832.823519 + Penalty 2065.734990 = -68767.088529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21660.980000 sec): 2 clusters
  Score: Raw -51402.412468 + Penalty 1018.728146 = -50383.684322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21661.140000 sec): 3 clusters
  Score: Raw -51357.106220 + Penalty 2037.456292 = -49319.649928
  nChanged 131
		SP:Iteration 1F (21661.340000 sec): 3 clusters
  Score: Raw -51526.515144 + Penalty 2037.456292 = -49489.058852
  nChanged 32
		SP:Iteration 2F (21661.500000 sec): 3 clusters
  Score: Raw -51579.215654 + Penalty 2037.456292 = -49541.759362
  nChanged 16
		SP:Iteration 3Q (21661.650000 sec): 3 clusters
  Score: Raw -51609.177902 + Penalty 2037.456292 = -49571.721610
  nChanged 10
		SP:Iteration 4Q (21661.840000 sec): 3 clusters
  Score: Raw -51625.081211 + Penalty 2037.456292 = -49587.624919
  nChanged 2
		SP:Iteration 5Q (21662.050000 sec): 3 clusters
  Score: Raw -51627.021573 + Penalty 2037.456292 = -49589.565280
  nChanged 3
		SP:Iteration 6Q (21662.200000 sec): 3 clusters
  Score: Raw -51629.674557 + Penalty 2037.456292 = -49592.218265
  nChanged 4
		SP:Iteration 7Q (21662.390000 sec): 3 clusters
  Score: Raw -51640.062090 + Penalty 2037.456292 = -49602.605797
  nChanged 1
		SP:Iteration 8Q (21662.550000 sec): 3 clusters
  Score: Raw -51640.578110 + Penalty 2037.456292 = -49603.121818
  nChanged 0
		SP:Iteration 9F (21662.730000 sec): 3 clusters
  Score: Raw -51640.578110 + Penalty 2037.456292 = -49603.121818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21662.830000 sec): 2 clusters
  Score: Raw -205901.269378 + Penalty 1218.925845 = -204682.343533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21663.010000 sec): 3 clusters
  Score: Raw -205178.500519 + Penalty 2437.851690 = -202740.648828
  nChanged 638
		SP:Iteration 1F (21663.220000 sec): 3 clusters
  Score: Raw -205847.620482 + Penalty 2437.851690 = -203409.768792
  nChanged 227
		SP:Iteration 2F (21663.390000 sec): 3 clusters
  Score: Raw -206215.367729 + Penalty 2437.851690 = -203777.516039
  nChanged 141
		SP:Iteration 3F (21663.520000 sec): 3 clusters
  Score: Raw -206429.418887 + Penalty 2437.851690 = -203991.567197
  nChanged 110
		SP:Iteration 4F (21663.710000 sec): 3 clusters
  Score: Raw -206613.057281 + Penalty 2437.851690 = -204175.205591
  nChanged 98
		SP:Iteration 5F (21663.920000 sec): 3 clusters
  Score: Raw -206777.185317 + Penalty 2437.851690 = -204339.333627
  nChanged 55
		SP:Iteration 6Q (21664.080000 sec): 3 clusters
  Score: Raw -206850.771356 + Penalty 2437.851690 = -204412.919665
  nChanged 34
		SP:Iteration 7Q (21664.160000 sec): 3 clusters
  Score: Raw -206887.122634 + Penalty 2437.851690 = -204449.270944
  nChanged 23
		SP:Iteration 8Q (21664.360000 sec): 3 clusters
  Score: Raw -206919.392060 + Penalty 2437.851690 = -204481.540369
  nChanged 20
		SP:Iteration 9Q (21664.570000 sec): 3 clusters
  Score: Raw -206938.369124 + Penalty 2437.851690 = -204500.517433
  nChanged 18
		SP:Iteration 10Q (21664.700000 sec): 3 clusters
  Score: Raw -206956.545079 + Penalty 2437.851690 = -204518.693388
  nChanged 13
		SP:Iteration 11Q (21664.860000 sec): 3 clusters
  Score: Raw -206972.440239 + Penalty 2437.851690 = -204534.588548
  nChanged 9
		SP:Iteration 12Q (21665.000000 sec): 3 clusters
  Score: Raw -206984.186691 + Penalty 2437.851690 = -204546.335000
  nChanged 15
		SP:Iteration 13Q (21665.230000 sec): 3 clusters
  Score: Raw -207004.865903 + Penalty 2437.851690 = -204567.014212
  nChanged 19
		SP:Iteration 14Q (21665.290000 sec): 3 clusters
  Score: Raw -207044.521273 + Penalty 2437.851690 = -204606.669583
  nChanged 29
		SP:Iteration 15Q (21665.470000 sec): 3 clusters
  Score: Raw -207100.335521 + Penalty 2437.851690 = -204662.483830
  nChanged 30
		SP:Iteration 16Q (21665.630000 sec): 3 clusters
  Score: Raw -207166.466178 + Penalty 2437.851690 = -204728.614488
  nChanged 30
		SP:Iteration 17Q (21665.810000 sec): 3 clusters
  Score: Raw -207235.866608 + Penalty 2437.851690 = -204798.014918
  nChanged 36
		SP:Iteration 18Q (21665.990000 sec): 3 clusters
  Score: Raw -207306.309959 + Penalty 2437.851690 = -204868.458269
  nChanged 28
		SP:Iteration 19Q (21666.160000 sec): 3 clusters
  Score: Raw -207343.903620 + Penalty 2437.851690 = -204906.051929
  nChanged 21
		SP:Iteration 20F (21666.380000 sec): 3 clusters
  Score: Raw -207386.603262 + Penalty 2437.851690 = -204948.751572
  nChanged 25
		SP:Iteration 21Q (21666.560000 sec): 3 clusters
  Score: Raw -207440.937304 + Penalty 2437.851690 = -205003.085614
  nChanged 23
		SP:Iteration 22Q (21666.680000 sec): 3 clusters
  Score: Raw -207475.944840 + Penalty 2437.851690 = -205038.093150
  nChanged 25
		SP:Iteration 23Q (21666.820000 sec): 3 clusters
  Score: Raw -207519.319042 + Penalty 2437.851690 = -205081.467351
  nChanged 16
		SP:Iteration 24Q (21666.940000 sec): 3 clusters
  Score: Raw -207550.431910 + Penalty 2437.851690 = -205112.580220
  nChanged 15
		SP:Iteration 25Q (21667.130000 sec): 3 clusters
  Score: Raw -207584.306798 + Penalty 2437.851690 = -205146.455108
  nChanged 21
		SP:Iteration 26Q (21667.280000 sec): 3 clusters
  Score: Raw -207624.506324 + Penalty 2437.851690 = -205186.654634
  nChanged 15
		SP:Iteration 27Q (21667.440000 sec): 3 clusters
  Score: Raw -207646.326475 + Penalty 2437.851690 = -205208.474784
  nChanged 11
		SP:Iteration 28Q (21667.590000 sec): 3 clusters
  Score: Raw -207660.507950 + Penalty 2437.851690 = -205222.656259
  nChanged 5
		SP:Iteration 29Q (21667.770000 sec): 3 clusters
  Score: Raw -207666.356564 + Penalty 2437.851690 = -205228.504874
  nChanged 4
		SP:Iteration 30Q (21667.920000 sec): 3 clusters
  Score: Raw -207671.468360 + Penalty 2437.851690 = -205233.616670
  nChanged 4
		SP:Iteration 31Q (21668.120000 sec): 3 clusters
  Score: Raw -207676.188988 + Penalty 2437.851690 = -205238.337297
  nChanged 1
		SP:Iteration 32Q (21668.330000 sec): 3 clusters
  Score: Raw -207677.312725 + Penalty 2437.851690 = -205239.461034
  nChanged 0
		SP:Iteration 33F (21668.480000 sec): 3 clusters
  Score: Raw -207677.312725 + Penalty 2437.851690 = -205239.461034
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21668.610000 sec): 2 clusters
  Score: Raw -98410.394550 + Penalty 1113.661103 = -97296.733447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21668.780000 sec): 3 clusters
  Score: Raw -98136.516606 + Penalty 2227.322205 = -95909.194400
  nChanged 282
		SP:Iteration 1F (21668.950000 sec): 3 clusters
  Score: Raw -98397.302816 + Penalty 2227.322205 = -96169.980611
  nChanged 73
		SP:Iteration 2F (21669.140000 sec): 3 clusters
  Score: Raw -98492.045018 + Penalty 2227.322205 = -96264.722813
  nChanged 54
		SP:Iteration 3F (21669.270000 sec): 3 clusters
  Score: Raw -98574.805674 + Penalty 2227.322205 = -96347.483468
  nChanged 38
		SP:Iteration 4Q (21669.390000 sec): 3 clusters
  Score: Raw -98626.905802 + Penalty 2227.322205 = -96399.583597
  nChanged 30
		SP:Iteration 5Q (21669.570000 sec): 3 clusters
  Score: Raw -98671.636679 + Penalty 2227.322205 = -96444.314473
  nChanged 21
		SP:Iteration 6Q (21669.770000 sec): 3 clusters
  Score: Raw -98702.276192 + Penalty 2227.322205 = -96474.953986
  nChanged 20
		SP:Iteration 7Q (21669.940000 sec): 3 clusters
  Score: Raw -98732.814717 + Penalty 2227.322205 = -96505.492512
  nChanged 21
		SP:Iteration 8Q (21670.130000 sec): 3 clusters
  Score: Raw -98765.866854 + Penalty 2227.322205 = -96538.544648
  nChanged 15
		SP:Iteration 9Q (21670.290000 sec): 3 clusters
  Score: Raw -98785.423110 + Penalty 2227.322205 = -96558.100905
  nChanged 9
		SP:Iteration 10Q (21670.480000 sec): 3 clusters
  Score: Raw -98797.480418 + Penalty 2227.322205 = -96570.158212
  nChanged 4
		SP:Iteration 11Q (21670.640000 sec): 3 clusters
  Score: Raw -98802.063668 + Penalty 2227.322205 = -96574.741462
  nChanged 3
		SP:Iteration 12Q (21670.800000 sec): 3 clusters
  Score: Raw -98808.483214 + Penalty 2227.322205 = -96581.161009
  nChanged 4
		SP:Iteration 13Q (21670.980000 sec): 3 clusters
  Score: Raw -98811.555105 + Penalty 2227.322205 = -96584.232900
  nChanged 1
		SP:Iteration 14Q (21671.120000 sec): 3 clusters
  Score: Raw -98812.718804 + Penalty 2227.322205 = -96585.396599
  nChanged 1
		SP:Iteration 15Q (21671.330000 sec): 3 clusters
  Score: Raw -98814.592215 + Penalty 2227.322205 = -96587.270009
  nChanged 3
		SP:Iteration 16Q (21671.470000 sec): 3 clusters
  Score: Raw -98818.423372 + Penalty 2227.322205 = -96591.101166
  nChanged 1
		SP:Iteration 17Q (21671.630000 sec): 3 clusters
  Score: Raw -98819.886177 + Penalty 2227.322205 = -96592.563972
  nChanged 1
		SP:Iteration 18Q (21671.850000 sec): 3 clusters
  Score: Raw -98820.650091 + Penalty 2227.322205 = -96593.327885
  nChanged 0
		SP:Iteration 19F (21671.990000 sec): 3 clusters
  Score: Raw -98820.650091 + Penalty 2227.322205 = -96593.327885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21672.080000 sec): 2 clusters
  Score: Raw -265469.271536 + Penalty 1254.358599 = -264214.912936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21672.260000 sec): 3 clusters
  Score: Raw -264431.071264 + Penalty 2508.717198 = -261922.354065
  nChanged 787
		SP:Iteration 1F (21672.420000 sec): 3 clusters
  Score: Raw -264912.468241 + Penalty 2508.717198 = -262403.751043
  nChanged 186
		SP:Iteration 2F (21672.600000 sec): 3 clusters
  Score: Raw -265070.693918 + Penalty 2508.717198 = -262561.976720
  nChanged 138
		SP:Iteration 3F (21672.800000 sec): 3 clusters
  Score: Raw -265190.999335 + Penalty 2508.717198 = -262682.282137
  nChanged 114
		SP:Iteration 4F (21672.960000 sec): 3 clusters
  Score: Raw -265322.225429 + Penalty 2508.717198 = -262813.508231
  nChanged 117
		SP:Iteration 5F (21673.130000 sec): 3 clusters
  Score: Raw -265455.589411 + Penalty 2508.717198 = -262946.872213
  nChanged 99
		SP:Iteration 6Q (21673.320000 sec): 3 clusters
  Score: Raw -265550.812744 + Penalty 2508.717198 = -263042.095546
  nChanged 88
		SP:Iteration 7Q (21673.540000 sec): 3 clusters
  Score: Raw -265638.699984 + Penalty 2508.717198 = -263129.982786
  nChanged 94
		SP:Iteration 8Q (21673.680000 sec): 3 clusters
  Score: Raw -265762.721761 + Penalty 2508.717198 = -263254.004562
  nChanged 87
		SP:Iteration 9Q (21673.840000 sec): 3 clusters
  Score: Raw -265854.510241 + Penalty 2508.717198 = -263345.793043
  nChanged 70
		SP:Iteration 10Q (21674.060000 sec): 3 clusters
  Score: Raw -265949.107072 + Penalty 2508.717198 = -263440.389874
  nChanged 57
		SP:Iteration 11Q (21674.230000 sec): 3 clusters
  Score: Raw -266015.175440 + Penalty 2508.717198 = -263506.458242
  nChanged 48
		SP:Iteration 12Q (21674.430000 sec): 3 clusters
  Score: Raw -266069.907187 + Penalty 2508.717198 = -263561.189989
  nChanged 38
		SP:Iteration 13Q (21674.620000 sec): 3 clusters
  Score: Raw -266107.225091 + Penalty 2508.717198 = -263598.507893
  nChanged 34
		SP:Iteration 14Q (21674.800000 sec): 3 clusters
  Score: Raw -266135.820468 + Penalty 2508.717198 = -263627.103270
  nChanged 26
		SP:Iteration 15Q (21674.970000 sec): 3 clusters
  Score: Raw -266159.837925 + Penalty 2508.717198 = -263651.120727
  nChanged 21
		SP:Iteration 16Q (21675.130000 sec): 3 clusters
  Score: Raw -266174.818489 + Penalty 2508.717198 = -263666.101291
  nChanged 20
		SP:Iteration 17Q (21675.350000 sec): 3 clusters
  Score: Raw -266193.999983 + Penalty 2508.717198 = -263685.282785
  nChanged 16
		SP:Iteration 18Q (21675.520000 sec): 3 clusters
  Score: Raw -266205.582989 + Penalty 2508.717198 = -263696.865791
  nChanged 14
		SP:Iteration 19Q (21675.700000 sec): 3 clusters
  Score: Raw -266223.103780 + Penalty 2508.717198 = -263714.386581
  nChanged 15
		SP:Iteration 20F (21675.890000 sec): 3 clusters
  Score: Raw -266237.247378 + Penalty 2508.717198 = -263728.530180
  nChanged 9
		SP:Iteration 21Q (21676.050000 sec): 3 clusters
  Score: Raw -266248.316365 + Penalty 2508.717198 = -263739.599167
  nChanged 8
		SP:Iteration 22Q (21676.250000 sec): 3 clusters
  Score: Raw -266253.671507 + Penalty 2508.717198 = -263744.954308
  nChanged 6
		SP:Iteration 23Q (21676.410000 sec): 3 clusters
  Score: Raw -266255.061047 + Penalty 2508.717198 = -263746.343849
  nChanged 1
		SP:Iteration 24Q (21676.610000 sec): 3 clusters
  Score: Raw -266255.734872 + Penalty 2508.717198 = -263747.017674
  nChanged 1
		SP:Iteration 25Q (21676.810000 sec): 3 clusters
  Score: Raw -266256.018195 + Penalty 2508.717198 = -263747.300997
  nChanged 0
		SP:Iteration 26F (21676.980000 sec): 3 clusters
  Score: Raw -266256.018195 + Penalty 2508.717198 = -263747.300997
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21677.090000 sec): 2 clusters
  Score: Raw -23250.616284 + Penalty 885.793749 = -22364.822535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21677.250000 sec): 3 clusters
  Score: Raw -23359.057049 + Penalty 1771.587497 = -21587.469551
  nChanged 47
		SP:Iteration 1F (21677.420000 sec): 3 clusters
  Score: Raw -23556.803527 + Penalty 1771.587497 = -21785.216030
  nChanged 14
		SP:Iteration 2F (21677.560000 sec): 3 clusters
  Score: Raw -23627.513669 + Penalty 1771.587497 = -21855.926171
  nChanged 11
		SP:Iteration 3Q (21677.770000 sec): 3 clusters
  Score: Raw -23678.277988 + Penalty 1771.587497 = -21906.690490
  nChanged 6
		SP:Iteration 4Q (21677.880000 sec): 3 clusters
  Score: Raw -23712.298003 + Penalty 1771.587497 = -21940.710506
  nChanged 4
		SP:Iteration 5Q (21678.080000 sec): 3 clusters
  Score: Raw -23736.313292 + Penalty 1771.587497 = -21964.725794
  nChanged 4
		SP:Iteration 6Q (21678.280000 sec): 3 clusters
  Score: Raw -23751.273113 + Penalty 1771.587497 = -21979.685616
  nChanged 1
		SP:Iteration 7Q (21678.460000 sec): 3 clusters
  Score: Raw -23754.201753 + Penalty 1771.587497 = -21982.614256
  nChanged 2
		SP:Iteration 8Q (21678.640000 sec): 3 clusters
  Score: Raw -23762.179288 + Penalty 1771.587497 = -21990.591790
  nChanged 0
		SP:Iteration 9F (21678.780000 sec): 3 clusters
  Score: Raw -23762.179288 + Penalty 1771.587497 = -21990.591790
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21678.860000 sec): 2 clusters
  Score: Raw -56386.551721 + Penalty 1031.450747 = -55355.100974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21679.050000 sec): 3 clusters
  Score: Raw -56286.549231 + Penalty 2062.901493 = -54223.647738
  nChanged 143
		SP:Iteration 1F (21679.200000 sec): 3 clusters
  Score: Raw -56509.474492 + Penalty 2062.901493 = -54446.572999
  nChanged 49
		SP:Iteration 2F (21679.390000 sec): 3 clusters
  Score: Raw -56607.032717 + Penalty 2062.901493 = -54544.131224
  nChanged 27
		SP:Iteration 3Q (21679.560000 sec): 3 clusters
  Score: Raw -56664.061178 + Penalty 2062.901493 = -54601.159685
  nChanged 20
		SP:Iteration 4Q (21679.730000 sec): 3 clusters
  Score: Raw -56704.381962 + Penalty 2062.901493 = -54641.480469
  nChanged 13
		SP:Iteration 5Q (21679.930000 sec): 3 clusters
  Score: Raw -56729.037700 + Penalty 2062.901493 = -54666.136207
  nChanged 8
		SP:Iteration 6Q (21680.100000 sec): 3 clusters
  Score: Raw -56747.688180 + Penalty 2062.901493 = -54684.786687
  nChanged 6
		SP:Iteration 7Q (21680.250000 sec): 3 clusters
  Score: Raw -56762.883112 + Penalty 2062.901493 = -54699.981619
  nChanged 8
		SP:Iteration 8Q (21680.470000 sec): 3 clusters
  Score: Raw -56776.996739 + Penalty 2062.901493 = -54714.095246
  nChanged 5
		SP:Iteration 9Q (21680.610000 sec): 3 clusters
  Score: Raw -56789.045573 + Penalty 2062.901493 = -54726.144080
  nChanged 3
		SP:Iteration 10Q (21680.760000 sec): 3 clusters
  Score: Raw -56793.779872 + Penalty 2062.901493 = -54730.878379
  nChanged 3
		SP:Iteration 11Q (21680.900000 sec): 3 clusters
  Score: Raw -56799.065475 + Penalty 2062.901493 = -54736.163982
  nChanged 3
		SP:Iteration 12Q (21681.060000 sec): 3 clusters
  Score: Raw -56803.670944 + Penalty 2062.901493 = -54740.769451
  nChanged 1
		SP:Iteration 13Q (21681.230000 sec): 3 clusters
  Score: Raw -56805.084986 + Penalty 2062.901493 = -54742.183492
  nChanged 1
		SP:Iteration 14Q (21681.420000 sec): 3 clusters
  Score: Raw -56806.886833 + Penalty 2062.901493 = -54743.985340
  nChanged 0
		SP:Iteration 15F (21681.570000 sec): 3 clusters
  Score: Raw -56806.886833 + Penalty 2062.901493 = -54743.985340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21681.710000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21681.860000 sec): 3 clusters
  Score: Raw -299075.546188 + Penalty 2551.789883 = -296523.756305
  nChanged 973
		SP:Iteration 1F (21682.010000 sec): 3 clusters
  Score: Raw -299873.793269 + Penalty 2551.789883 = -297322.003386
  nChanged 240
		SP:Iteration 2F (21682.180000 sec): 3 clusters
  Score: Raw -300125.753530 + Penalty 2551.789883 = -297573.963648
  nChanged 177
		SP:Iteration 3F (21682.360000 sec): 3 clusters
  Score: Raw -300332.892273 + Penalty 2551.789883 = -297781.102390
  nChanged 155
		SP:Iteration 4F (21682.530000 sec): 3 clusters
  Score: Raw -300511.111311 + Penalty 2551.789883 = -297959.321428
  nChanged 131
		SP:Iteration 5F (21682.680000 sec): 3 clusters
  Score: Raw -300654.177024 + Penalty 2551.789883 = -298102.387142
  nChanged 105
		SP:Iteration 6Q (21682.880000 sec): 3 clusters
  Score: Raw -300751.511792 + Penalty 2551.789883 = -298199.721910
  nChanged 74
		SP:Iteration 7Q (21683.060000 sec): 3 clusters
  Score: Raw -300798.666419 + Penalty 2551.789883 = -298246.876536
  nChanged 58
		SP:Iteration 8Q (21683.200000 sec): 3 clusters
  Score: Raw -300833.526438 + Penalty 2551.789883 = -298281.736556
  nChanged 46
		SP:Iteration 9Q (21683.400000 sec): 3 clusters
  Score: Raw -300860.571555 + Penalty 2551.789883 = -298308.781672
  nChanged 38
		SP:Iteration 10Q (21683.590000 sec): 3 clusters
  Score: Raw -300877.455685 + Penalty 2551.789883 = -298325.665802
  nChanged 24
		SP:Iteration 11Q (21683.760000 sec): 3 clusters
  Score: Raw -300889.952031 + Penalty 2551.789883 = -298338.162148
  nChanged 19
		SP:Iteration 12Q (21683.970000 sec): 3 clusters
  Score: Raw -300899.914529 + Penalty 2551.789883 = -298348.124646
  nChanged 16
		SP:Iteration 13Q (21684.150000 sec): 3 clusters
  Score: Raw -300906.646735 + Penalty 2551.789883 = -298354.856852
  nChanged 13
		SP:Iteration 14Q (21684.330000 sec): 3 clusters
  Score: Raw -300910.889168 + Penalty 2551.789883 = -298359.099285
  nChanged 10
		SP:Iteration 15Q (21684.520000 sec): 3 clusters
  Score: Raw -300916.506791 + Penalty 2551.789883 = -298364.716908
  nChanged 13
		SP:Iteration 16Q (21684.720000 sec): 3 clusters
  Score: Raw -300923.425949 + Penalty 2551.789883 = -298371.636066
  nChanged 10
		SP:Iteration 17Q (21684.880000 sec): 3 clusters
  Score: Raw -300928.289521 + Penalty 2551.789883 = -298376.499638
  nChanged 6
		SP:Iteration 18Q (21685.070000 sec): 3 clusters
  Score: Raw -300931.557812 + Penalty 2551.789883 = -298379.767929
  nChanged 8
		SP:Iteration 19Q (21685.240000 sec): 3 clusters
  Score: Raw -300936.284001 + Penalty 2551.789883 = -298384.494118
  nChanged 9
		SP:Iteration 20F (21685.450000 sec): 3 clusters
  Score: Raw -300939.366278 + Penalty 2551.789883 = -298387.576395
  nChanged 7
		SP:Iteration 21Q (21685.590000 sec): 3 clusters
  Score: Raw -300941.823629 + Penalty 2551.789883 = -298390.033746
  nChanged 6
		SP:Iteration 22Q (21685.800000 sec): 3 clusters
  Score: Raw -300943.533439 + Penalty 2551.789883 = -298391.743556
  nChanged 3
		SP:Iteration 23Q (21685.990000 sec): 3 clusters
  Score: Raw -300944.153955 + Penalty 2551.789883 = -298392.364072
  nChanged 2
		SP:Iteration 24Q (21686.120000 sec): 3 clusters
  Score: Raw -300944.438540 + Penalty 2551.789883 = -298392.648657
  nChanged 0
		SP:Iteration 25F (21686.300000 sec): 3 clusters
  Score: Raw -300944.438540 + Penalty 2551.789883 = -298392.648657
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21686.430000 sec): 2 clusters
  Score: Raw -23029.866504 + Penalty 887.182646 = -22142.683858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21686.560000 sec): 3 clusters
  Score: Raw -23231.578950 + Penalty 1774.365292 = -21457.213658
  nChanged 57
		SP:Iteration 1F (21686.710000 sec): 3 clusters
  Score: Raw -23470.330652 + Penalty 1774.365292 = -21695.965360
  nChanged 16
		SP:Iteration 2F (21686.900000 sec): 3 clusters
  Score: Raw -23562.131748 + Penalty 1774.365292 = -21787.766455
  nChanged 8
		SP:Iteration 3Q (21687.060000 sec): 3 clusters
  Score: Raw -23641.176272 + Penalty 1774.365292 = -21866.810980
  nChanged 5
		SP:Iteration 4Q (21687.240000 sec): 3 clusters
  Score: Raw -23670.292540 + Penalty 1774.365292 = -21895.927248
  nChanged 2
		SP:Iteration 5Q (21687.400000 sec): 3 clusters
  Score: Raw -23682.670644 + Penalty 1774.365292 = -21908.305352
  nChanged 1
		SP:Iteration 6Q (21687.570000 sec): 3 clusters
  Score: Raw -23684.445709 + Penalty 1774.365292 = -21910.080417
  nChanged 0
		SP:Iteration 7F (21687.730000 sec): 3 clusters
  Score: Raw -23684.832616 + Penalty 1774.365292 = -21910.467323
  nChanged 1
		SP:Iteration 8Q (21687.910000 sec): 3 clusters
  Score: Raw -23693.900710 + Penalty 1774.365292 = -21919.535418
  nChanged 2
		SP:Iteration 9Q (21688.070000 sec): 3 clusters
  Score: Raw -23702.676638 + Penalty 1774.365292 = -21928.311346
  nChanged 0
		SP:Iteration 10F (21688.240000 sec): 3 clusters
  Score: Raw -23702.676638 + Penalty 1774.365292 = -21928.311346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21688.330000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21688.520000 sec): 3 clusters
  Score: Raw -47200.003943 + Penalty 1960.753022 = -45239.250921
  nChanged 99
		SP:Iteration 1F (21688.690000 sec): 3 clusters
  Score: Raw -47365.425802 + Penalty 1960.753022 = -45404.672780
  nChanged 27
		SP:Iteration 2F (21688.830000 sec): 3 clusters
  Score: Raw -47428.809606 + Penalty 1960.753022 = -45468.056584
  nChanged 15
		SP:Iteration 3Q (21689.040000 sec): 3 clusters
  Score: Raw -47478.157126 + Penalty 1960.753022 = -45517.404104
  nChanged 11
		SP:Iteration 4Q (21689.200000 sec): 3 clusters
  Score: Raw -47513.266947 + Penalty 1960.753022 = -45552.513924
  nChanged 9
		SP:Iteration 5Q (21689.410000 sec): 3 clusters
  Score: Raw -47527.033654 + Penalty 1960.753022 = -45566.280632
  nChanged 4
		SP:Iteration 6Q (21689.600000 sec): 3 clusters
  Score: Raw -47532.487985 + Penalty 1960.753022 = -45571.734963
  nChanged 2
		SP:Iteration 7Q (21689.740000 sec): 3 clusters
  Score: Raw -47535.771440 + Penalty 1960.753022 = -45575.018418
  nChanged 3
		SP:Iteration 8Q (21689.930000 sec): 3 clusters
  Score: Raw -47541.717904 + Penalty 1960.753022 = -45580.964882
  nChanged 4
		SP:Iteration 9Q (21690.150000 sec): 3 clusters
  Score: Raw -47546.538594 + Penalty 1960.753022 = -45585.785572
  nChanged 1
		SP:Iteration 10Q (21690.340000 sec): 3 clusters
  Score: Raw -47548.413690 + Penalty 1960.753022 = -45587.660667
  nChanged 2
		SP:Iteration 11Q (21690.520000 sec): 3 clusters
  Score: Raw -47550.968315 + Penalty 1960.753022 = -45590.215293
  nChanged 0
		SP:Iteration 12F (21690.680000 sec): 3 clusters
  Score: Raw -47550.968315 + Penalty 1960.753022 = -45590.215293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21690.800000 sec): 2 clusters
  Score: Raw -7965.994797 + Penalty 814.228235 = -7151.766562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21690.980000 sec): 3 clusters
  Score: Raw -8295.359900 + Penalty 1628.456471 = -6666.903429
  nChanged 34
		SP:Iteration 1F (21691.140000 sec): 3 clusters
  Score: Raw -8517.198222 + Penalty 1628.456471 = -6888.741751
  nChanged 11
		SP:Iteration 2F (21691.340000 sec): 3 clusters
  Score: Raw -8670.175901 + Penalty 1628.456471 = -7041.719430
  nChanged 4
		SP:Iteration 3Q (21691.490000 sec): 3 clusters
  Score: Raw -8792.037961 + Penalty 1628.456471 = -7163.581490
  nChanged 0
		SP:Iteration 4F (21691.620000 sec): 3 clusters
  Score: Raw -8792.037961 + Penalty 1628.456471 = -7163.581490
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 116.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21691.740000 sec): 2 clusters
  Score: Raw -106897.488758 + Penalty 1108.607076 = -105788.881682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21691.910000 sec): 3 clusters
  Score: Raw -106644.490207 + Penalty 2217.214152 = -104427.276055
  nChanged 250
		SP:Iteration 1F (21692.100000 sec): 3 clusters
  Score: Raw -106885.568802 + Penalty 2217.214152 = -104668.354650
  nChanged 63
		SP:Iteration 2F (21692.200000 sec): 3 clusters
  Score: Raw -106952.723126 + Penalty 2217.214152 = -104735.508974
  nChanged 38
		SP:Iteration 3Q (21692.380000 sec): 3 clusters
  Score: Raw -107002.587401 + Penalty 2217.214152 = -104785.373249
  nChanged 26
		SP:Iteration 4Q (21692.550000 sec): 3 clusters
  Score: Raw -107043.657843 + Penalty 2217.214152 = -104826.443691
  nChanged 21
		SP:Iteration 5Q (21692.740000 sec): 3 clusters
  Score: Raw -107067.495259 + Penalty 2217.214152 = -104850.281107
  nChanged 13
		SP:Iteration 6Q (21692.910000 sec): 3 clusters
  Score: Raw -107076.410067 + Penalty 2217.214152 = -104859.195915
  nChanged 7
		SP:Iteration 7Q (21693.080000 sec): 3 clusters
  Score: Raw -107083.132251 + Penalty 2217.214152 = -104865.918099
  nChanged 7
		SP:Iteration 8Q (21693.180000 sec): 3 clusters
  Score: Raw -107091.898206 + Penalty 2217.214152 = -104874.684054
  nChanged 9
		SP:Iteration 9Q (21693.390000 sec): 3 clusters
  Score: Raw -107102.908341 + Penalty 2217.214152 = -104885.694189
  nChanged 10
		SP:Iteration 10Q (21693.570000 sec): 3 clusters
  Score: Raw -107111.396095 + Penalty 2217.214152 = -104894.181943
  nChanged 6
		SP:Iteration 11Q (21693.730000 sec): 3 clusters
  Score: Raw -107117.495216 + Penalty 2217.214152 = -104900.281064
  nChanged 9
		SP:Iteration 12Q (21693.910000 sec): 3 clusters
  Score: Raw -107129.722682 + Penalty 2217.214152 = -104912.508530
  nChanged 9
		SP:Iteration 13Q (21694.080000 sec): 3 clusters
  Score: Raw -107138.403383 + Penalty 2217.214152 = -104921.189231
  nChanged 5
		SP:Iteration 14Q (21694.220000 sec): 3 clusters
  Score: Raw -107142.010406 + Penalty 2217.214152 = -104924.796254
  nChanged 3
		SP:Iteration 15Q (21694.390000 sec): 3 clusters
  Score: Raw -107143.867458 + Penalty 2217.214152 = -104926.653306
  nChanged 3
		SP:Iteration 16Q (21694.570000 sec): 3 clusters
  Score: Raw -107146.104887 + Penalty 2217.214152 = -104928.890735
  nChanged 1
		SP:Iteration 17Q (21694.720000 sec): 3 clusters
  Score: Raw -107147.777728 + Penalty 2217.214152 = -104930.563576
  nChanged 1
		SP:Iteration 18Q (21694.890000 sec): 3 clusters
  Score: Raw -107149.769880 + Penalty 2217.214152 = -104932.555728
  nChanged 5
		SP:Iteration 19Q (21695.030000 sec): 3 clusters
  Score: Raw -107152.930900 + Penalty 2217.214152 = -104935.716748
  nChanged 0
		SP:Iteration 20F (21695.200000 sec): 3 clusters
  Score: Raw -107152.930900 + Penalty 2217.214152 = -104935.716748
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21695.310000 sec): 2 clusters
  Score: Raw -235987.193899 + Penalty 1243.307029 = -234743.886871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21695.480000 sec): 3 clusters
  Score: Raw -235077.626233 + Penalty 2486.614057 = -232591.012176
  nChanged 755
		SP:Iteration 1F (21695.680000 sec): 3 clusters
  Score: Raw -235598.724589 + Penalty 2486.614057 = -233112.110531
  nChanged 192
		SP:Iteration 2F (21695.880000 sec): 3 clusters
  Score: Raw -235791.617280 + Penalty 2486.614057 = -233305.003223
  nChanged 149
		SP:Iteration 3F (21696.010000 sec): 3 clusters
  Score: Raw -235944.178153 + Penalty 2486.614057 = -233457.564096
  nChanged 125
		SP:Iteration 4F (21696.190000 sec): 3 clusters
  Score: Raw -236073.235822 + Penalty 2486.614057 = -233586.621765
  nChanged 109
		SP:Iteration 5F (21696.380000 sec): 3 clusters
  Score: Raw -236185.633504 + Penalty 2486.614057 = -233699.019447
  nChanged 82
		SP:Iteration 6Q (21696.550000 sec): 3 clusters
  Score: Raw -236273.838208 + Penalty 2486.614057 = -233787.224150
  nChanged 80
		SP:Iteration 7Q (21696.710000 sec): 3 clusters
  Score: Raw -236352.071009 + Penalty 2486.614057 = -233865.456952
  nChanged 61
		SP:Iteration 8Q (21696.890000 sec): 3 clusters
  Score: Raw -236414.897614 + Penalty 2486.614057 = -233928.283557
  nChanged 55
		SP:Iteration 9Q (21697.090000 sec): 3 clusters
  Score: Raw -236500.223177 + Penalty 2486.614057 = -234013.609120
  nChanged 54
		SP:Iteration 10Q (21697.280000 sec): 3 clusters
  Score: Raw -236584.530655 + Penalty 2486.614057 = -234097.916598
  nChanged 54
		SP:Iteration 11Q (21697.440000 sec): 3 clusters
  Score: Raw -236643.232242 + Penalty 2486.614057 = -234156.618185
  nChanged 34
		SP:Iteration 12Q (21697.640000 sec): 3 clusters
  Score: Raw -236675.231339 + Penalty 2486.614057 = -234188.617282
  nChanged 27
		SP:Iteration 13Q (21697.810000 sec): 3 clusters
  Score: Raw -236692.176878 + Penalty 2486.614057 = -234205.562821
  nChanged 21
		SP:Iteration 14Q (21697.970000 sec): 3 clusters
  Score: Raw -236705.381914 + Penalty 2486.614057 = -234218.767857
  nChanged 22
		SP:Iteration 15Q (21698.130000 sec): 3 clusters
  Score: Raw -236722.712146 + Penalty 2486.614057 = -234236.098088
  nChanged 19
		SP:Iteration 16Q (21698.330000 sec): 3 clusters
  Score: Raw -236734.395713 + Penalty 2486.614057 = -234247.781656
  nChanged 7
		SP:Iteration 17Q (21698.530000 sec): 3 clusters
  Score: Raw -236737.017610 + Penalty 2486.614057 = -234250.403553
  nChanged 2
		SP:Iteration 18Q (21698.660000 sec): 3 clusters
  Score: Raw -236737.829418 + Penalty 2486.614057 = -234251.215361
  nChanged 0
		SP:Iteration 19F (21698.820000 sec): 3 clusters
  Score: Raw -236737.829418 + Penalty 2486.614057 = -234251.215361
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21698.950000 sec): 2 clusters
  Score: Raw -12235.744176 + Penalty 856.026951 = -11379.717225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21699.080000 sec): 3 clusters
  Score: Raw -12544.121683 + Penalty 1712.053902 = -10832.067782
  nChanged 36
		SP:Iteration 1F (21699.260000 sec): 3 clusters
  Score: Raw -12688.088662 + Penalty 1712.053902 = -10976.034760
  nChanged 9
		SP:Iteration 2Q (21699.410000 sec): 3 clusters
  Score: Raw -12757.664879 + Penalty 1712.053902 = -11045.610978
  nChanged 8
		SP:Iteration 3Q (21699.610000 sec): 3 clusters
  Score: Raw -12804.417934 + Penalty 1712.053902 = -11092.364033
  nChanged 5
		SP:Iteration 4Q (21699.750000 sec): 3 clusters
  Score: Raw -12851.623743 + Penalty 1712.053902 = -11139.569842
  nChanged 3
		SP:Iteration 5Q (21699.950000 sec): 3 clusters
  Score: Raw -12862.953651 + Penalty 1712.053902 = -11150.899749
  nChanged 1
		SP:Iteration 6Q (21700.130000 sec): 3 clusters
  Score: Raw -12873.576542 + Penalty 1712.053902 = -11161.522640
  nChanged 1
		SP:Iteration 7Q (21700.300000 sec): 3 clusters
  Score: Raw -12876.941852 + Penalty 1712.053902 = -11164.887950
  nChanged 1
		SP:Iteration 8Q (21700.470000 sec): 3 clusters
  Score: Raw -12879.565389 + Penalty 1712.053902 = -11167.511487
  nChanged 2
		SP:Iteration 9Q (21700.610000 sec): 3 clusters
  Score: Raw -12882.197710 + Penalty 1712.053902 = -11170.143808
  nChanged 1
		SP:Iteration 10Q (21700.820000 sec): 3 clusters
  Score: Raw -12883.117892 + Penalty 1712.053902 = -11171.063991
  nChanged 0
		SP:Iteration 11F (21700.950000 sec): 3 clusters
  Score: Raw -12883.117892 + Penalty 1712.053902 = -11171.063991
  nChanged 0
Deleting Class 112 (57 points): Lose 1171.572263 but Gain 2229.672479
Iteration 219Q (21820.140000 sec): 116 clusters
  Score: Raw -106209321.146980 + Penalty 256412.335050 = -105952908.811930
  nChanged 931
Iteration 220F (21994.400000 sec): 116 clusters
  Score: Raw -106210372.056636 + Penalty 256412.335050 = -105953959.721586
  nChanged 716
Iteration 221Q (22094.710000 sec): 116 clusters
  Score: Raw -106210826.703468 + Penalty 256412.335050 = -105954414.368418
  nChanged 426
Iteration 222Q (22182.370000 sec): 116 clusters
  Score: Raw -106210987.612516 + Penalty 256412.335050 = -105954575.277466
  nChanged 343
Iteration 223Q (22306.190000 sec): 116 clusters
  Score: Raw -106211163.483254 + Penalty 256412.335050 = -105954751.148204
  nChanged 293
Iteration 224Q (22438.920000 sec): 116 clusters
  Score: Raw -106211250.441184 + Penalty 256412.335050 = -105954838.106133
  nChanged 237
Iteration 225Q (22568.210000 sec): 116 clusters
  Score: Raw -106211317.375013 + Penalty 256412.335050 = -105954905.039962
  nChanged 189
Iteration 226Q (22714.990000 sec): 116 clusters
  Score: Raw -106211389.438792 + Penalty 256412.335050 = -105954977.103742
  nChanged 155
Iteration 227Q (22839.850000 sec): 116 clusters
  Score: Raw -106211444.683583 + Penalty 256412.335050 = -105955032.348533
  nChanged 148
Iteration 228Q (22964.460000 sec): 116 clusters
  Score: Raw -106211508.508450 + Penalty 256412.335050 = -105955096.173400
  nChanged 131
Iteration 229Q (23145.860000 sec): 116 clusters
  Score: Raw -106211592.455357 + Penalty 256412.335050 = -105955180.120306
  nChanged 103
Iteration 230Q (23392.300000 sec): 116 clusters
  Score: Raw -106211609.884407 + Penalty 256412.335050 = -105955197.549357
  nChanged 103
Iteration 231Q (23638.690000 sec): 116 clusters
  Score: Raw -106211623.456681 + Penalty 256412.335050 = -105955211.121631
  nChanged 106
Iteration 232Q (23877.690000 sec): 116 clusters
  Score: Raw -106211635.458005 + Penalty 256412.335050 = -105955223.122954
  nChanged 86
Iteration 233Q (24118.360000 sec): 116 clusters
  Score: Raw -106211647.023589 + Penalty 256412.335050 = -105955234.688538
  nChanged 84
Iteration 234Q (24351.810000 sec): 116 clusters
  Score: Raw -106211660.163459 + Penalty 256412.335050 = -105955247.828409
  nChanged 82
Iteration 235Q (24603.720000 sec): 116 clusters
  Score: Raw -106211668.978796 + Penalty 256412.335050 = -105955256.643746
  nChanged 65
Iteration 236Q (24859.330000 sec): 116 clusters
  Score: Raw -106211676.316194 + Penalty 256412.335050 = -105955263.981144
  nChanged 62
Iteration 237Q (25027.430000 sec): 116 clusters
  Score: Raw -106211685.087646 + Penalty 256412.335050 = -105955272.752596
  nChanged 45
Iteration 238Q (25174.860000 sec): 116 clusters
  Score: Raw -106211691.041541 + Penalty 256412.335050 = -105955278.706491
  nChanged 33
Iteration 239Q (25297.440000 sec): 116 clusters
  Score: Raw -106211694.317590 + Penalty 256412.335050 = -105955281.982540
  nChanged 29
Iteration 240F (25472.230000 sec): 116 clusters
  Score: Raw -106211697.630093 + Penalty 256412.335050 = -105955285.295042
  nChanged 26
Iteration 241Q (25592.200000 sec): 116 clusters
  Score: Raw -106211701.752574 + Penalty 256412.335050 = -105955289.417524
  nChanged 29
Iteration 242Q (25711.040000 sec): 116 clusters
  Score: Raw -106211706.619737 + Penalty 256412.335050 = -105955294.284686
  nChanged 30
Iteration 243Q (25831.310000 sec): 116 clusters
  Score: Raw -106211711.111144 + Penalty 256412.335050 = -105955298.776094
  nChanged 28
Iteration 244Q (25943.490000 sec): 116 clusters
  Score: Raw -106211714.945769 + Penalty 256412.335050 = -105955302.610719
  nChanged 23
Iteration 245Q (26053.290000 sec): 116 clusters
  Score: Raw -106211718.133130 + Penalty 256412.335050 = -105955305.798080
  nChanged 19
Iteration 246Q (26170.850000 sec): 116 clusters
  Score: Raw -106211719.558534 + Penalty 256412.335050 = -105955307.223484
  nChanged 18
Iteration 247Q (26287.460000 sec): 116 clusters
  Score: Raw -106211720.506390 + Penalty 256412.335050 = -105955308.171340
  nChanged 17
Iteration 248Q (26398.410000 sec): 116 clusters
  Score: Raw -106211722.287963 + Penalty 256412.335050 = -105955309.952913
  nChanged 12
Iteration 249Q (26510.830000 sec): 116 clusters
  Score: Raw -106211723.926148 + Penalty 256412.335050 = -105955311.591098
  nChanged 15
Iteration 250Q (26626.800000 sec): 116 clusters
  Score: Raw -106211725.886518 + Penalty 256412.335050 = -105955313.551468
  nChanged 5
Iteration 251Q (26736.550000 sec): 116 clusters
  Score: Raw -106211726.207533 + Penalty 256412.335050 = -105955313.872483
  nChanged 5
Iteration 252Q (26863.040000 sec): 116 clusters
  Score: Raw -106211726.657819 + Penalty 256412.335050 = -105955314.322769
  nChanged 5
Iteration 253Q (26990.520000 sec): 116 clusters
  Score: Raw -106211727.165369 + Penalty 256412.335050 = -105955314.830319
  nChanged 5
Iteration 254Q (27107.620000 sec): 116 clusters
  Score: Raw -106211727.455029 + Penalty 256412.335050 = -105955315.119978
  nChanged 3
Iteration 255Q (27226.890000 sec): 116 clusters
  Score: Raw -106211727.658331 + Penalty 256412.335050 = -105955315.323281
  nChanged 5
Iteration 256Q (27350.740000 sec): 116 clusters
  Score: Raw -106211728.084300 + Penalty 256412.335050 = -105955315.749250
  nChanged 5
Iteration 257Q (27468.840000 sec): 116 clusters
  Score: Raw -106211728.575163 + Penalty 256412.335050 = -105955316.240112
  nChanged 5
Iteration 258Q (27586.460000 sec): 116 clusters
  Score: Raw -106211728.986197 + Penalty 256412.335050 = -105955316.651147
  nChanged 6
Writing temp clu file 
Because OldScore, -105955316.240112, is greater than current (better) Score,-105955316.651147 
 Compute initial score before splitting:   Score: Raw -106211728.986197 + Penalty 256412.335050 = -105955316.651147
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27586.830000 sec): 2 clusters
  Score: Raw -137666.119789 + Penalty 1164.392690 = -136501.727099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27587.020000 sec): 3 clusters
  Score: Raw -137185.142037 + Penalty 2328.785379 = -134856.356658
  nChanged 435
		SP:Iteration 1F (27587.180000 sec): 3 clusters
  Score: Raw -137562.882476 + Penalty 2328.785379 = -135234.097097
  nChanged 105
		SP:Iteration 2F (27587.350000 sec): 3 clusters
  Score: Raw -137692.767190 + Penalty 2328.785379 = -135363.981811
  nChanged 78
		SP:Iteration 3F (27587.510000 sec): 3 clusters
  Score: Raw -137778.537968 + Penalty 2328.785379 = -135449.752589
  nChanged 51
		SP:Iteration 4Q (27587.690000 sec): 3 clusters
  Score: Raw -137836.095022 + Penalty 2328.785379 = -135507.309642
  nChanged 47
		SP:Iteration 5Q (27587.870000 sec): 3 clusters
  Score: Raw -137887.228148 + Penalty 2328.785379 = -135558.442768
  nChanged 44
		SP:Iteration 6Q (27588.030000 sec): 3 clusters
  Score: Raw -137936.838132 + Penalty 2328.785379 = -135608.052752
  nChanged 33
		SP:Iteration 7Q (27588.210000 sec): 3 clusters
  Score: Raw -137978.958007 + Penalty 2328.785379 = -135650.172628
  nChanged 27
		SP:Iteration 8Q (27588.370000 sec): 3 clusters
  Score: Raw -138009.783877 + Penalty 2328.785379 = -135680.998498
  nChanged 22
		SP:Iteration 9Q (27588.550000 sec): 3 clusters
  Score: Raw -138040.030938 + Penalty 2328.785379 = -135711.245558
  nChanged 25
		SP:Iteration 10Q (27588.720000 sec): 3 clusters
  Score: Raw -138068.657146 + Penalty 2328.785379 = -135739.871767
  nChanged 22
		SP:Iteration 11Q (27588.880000 sec): 3 clusters
  Score: Raw -138092.917598 + Penalty 2328.785379 = -135764.132219
  nChanged 18
		SP:Iteration 12Q (27589.100000 sec): 3 clusters
  Score: Raw -138115.278426 + Penalty 2328.785379 = -135786.493046
  nChanged 18
		SP:Iteration 13Q (27589.240000 sec): 3 clusters
  Score: Raw -138133.178971 + Penalty 2328.785379 = -135804.393592
  nChanged 14
		SP:Iteration 14Q (27589.440000 sec): 3 clusters
  Score: Raw -138145.126285 + Penalty 2328.785379 = -135816.340906
  nChanged 7
		SP:Iteration 15Q (27589.600000 sec): 3 clusters
  Score: Raw -138151.471595 + Penalty 2328.785379 = -135822.686216
  nChanged 4
		SP:Iteration 16Q (27589.800000 sec): 3 clusters
  Score: Raw -138154.182344 + Penalty 2328.785379 = -135825.396964
  nChanged 1
		SP:Iteration 17Q (27589.950000 sec): 3 clusters
  Score: Raw -138154.902216 + Penalty 2328.785379 = -135826.116837
  nChanged 0
		SP:Iteration 18F (27590.100000 sec): 3 clusters
  Score: Raw -138154.902216 + Penalty 2328.785379 = -135826.116837
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27590.210000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27590.370000 sec): 3 clusters
  Score: Raw -309602.359942 + Penalty 2560.769733 = -307041.590209
  nChanged 966
		SP:Iteration 1F (27590.520000 sec): 3 clusters
  Score: Raw -310120.831401 + Penalty 2560.769733 = -307560.061669
  nChanged 186
		SP:Iteration 2F (27590.730000 sec): 3 clusters
  Score: Raw -310224.860375 + Penalty 2560.769733 = -307664.090642
  nChanged 125
		SP:Iteration 3Q (27590.870000 sec): 3 clusters
  Score: Raw -310289.038340 + Penalty 2560.769733 = -307728.268607
  nChanged 90
		SP:Iteration 4Q (27591.050000 sec): 3 clusters
  Score: Raw -310330.321485 + Penalty 2560.769733 = -307769.551752
  nChanged 69
		SP:Iteration 5Q (27591.220000 sec): 3 clusters
  Score: Raw -310371.288525 + Penalty 2560.769733 = -307810.518792
  nChanged 69
		SP:Iteration 6Q (27591.400000 sec): 3 clusters
  Score: Raw -310405.489208 + Penalty 2560.769733 = -307844.719475
  nChanged 56
		SP:Iteration 7Q (27591.610000 sec): 3 clusters
  Score: Raw -310445.082681 + Penalty 2560.769733 = -307884.312948
  nChanged 52
		SP:Iteration 8Q (27591.760000 sec): 3 clusters
  Score: Raw -310491.142556 + Penalty 2560.769733 = -307930.372824
  nChanged 70
		SP:Iteration 9Q (27591.940000 sec): 3 clusters
  Score: Raw -310555.843437 + Penalty 2560.769733 = -307995.073704
  nChanged 61
		SP:Iteration 10Q (27592.160000 sec): 3 clusters
  Score: Raw -310612.312630 + Penalty 2560.769733 = -308051.542897
  nChanged 75
		SP:Iteration 11Q (27592.330000 sec): 3 clusters
  Score: Raw -310681.944966 + Penalty 2560.769733 = -308121.175234
  nChanged 79
		SP:Iteration 12Q (27592.500000 sec): 3 clusters
  Score: Raw -310747.902529 + Penalty 2560.769733 = -308187.132796
  nChanged 70
		SP:Iteration 13Q (27592.670000 sec): 3 clusters
  Score: Raw -310797.471542 + Penalty 2560.769733 = -308236.701809
  nChanged 63
		SP:Iteration 14Q (27592.820000 sec): 3 clusters
  Score: Raw -310838.499798 + Penalty 2560.769733 = -308277.730065
  nChanged 76
		SP:Iteration 15Q (27593.030000 sec): 3 clusters
  Score: Raw -310896.948179 + Penalty 2560.769733 = -308336.178446
  nChanged 88
		SP:Iteration 16Q (27593.210000 sec): 3 clusters
  Score: Raw -310978.783215 + Penalty 2560.769733 = -308418.013483
  nChanged 110
		SP:Iteration 17Q (27593.410000 sec): 3 clusters
  Score: Raw -311085.190206 + Penalty 2560.769733 = -308524.420473
  nChanged 101
		SP:Iteration 18Q (27593.590000 sec): 3 clusters
  Score: Raw -311201.431248 + Penalty 2560.769733 = -308640.661515
  nChanged 113
		SP:Iteration 19Q (27593.780000 sec): 3 clusters
  Score: Raw -311345.257027 + Penalty 2560.769733 = -308784.487295
  nChanged 106
		SP:Iteration 20F (27593.920000 sec): 3 clusters
  Score: Raw -311496.935387 + Penalty 2560.769733 = -308936.165655
  nChanged 90
		SP:Iteration 21Q (27594.060000 sec): 3 clusters
  Score: Raw -311685.681688 + Penalty 2560.769733 = -309124.911955
  nChanged 88
		SP:Iteration 22Q (27594.230000 sec): 3 clusters
  Score: Raw -311889.935792 + Penalty 2560.769733 = -309329.166059
  nChanged 74
		SP:Iteration 23Q (27594.380000 sec): 3 clusters
  Score: Raw -312030.048896 + Penalty 2560.769733 = -309469.279163
  nChanged 46
		SP:Iteration 24Q (27594.570000 sec): 3 clusters
  Score: Raw -312083.214170 + Penalty 2560.769733 = -309522.444438
  nChanged 28
		SP:Iteration 25Q (27594.710000 sec): 3 clusters
  Score: Raw -312100.291037 + Penalty 2560.769733 = -309539.521304
  nChanged 14
		SP:Iteration 26Q (27594.870000 sec): 3 clusters
  Score: Raw -312109.230265 + Penalty 2560.769733 = -309548.460533
  nChanged 10
		SP:Iteration 27Q (27595.020000 sec): 3 clusters
  Score: Raw -312113.560230 + Penalty 2560.769733 = -309552.790497
  nChanged 4
		SP:Iteration 28Q (27595.210000 sec): 3 clusters
  Score: Raw -312115.160523 + Penalty 2560.769733 = -309554.390790
  nChanged 1
		SP:Iteration 29Q (27595.370000 sec): 3 clusters
  Score: Raw -312115.860420 + Penalty 2560.769733 = -309555.090688
  nChanged 0
		SP:Iteration 30F (27595.560000 sec): 3 clusters
  Score: Raw -312115.860420 + Penalty 2560.769733 = -309555.090688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27595.880000 sec): 2 clusters
  Score: Raw -6160580.120444 + Penalty 1757.173900 = -6158822.946544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27596.260000 sec): 3 clusters
  Score: Raw -6129173.309365 + Penalty 3514.347800 = -6125658.961565
  nChanged 23066
		SP:Iteration 1F (27596.630000 sec): 3 clusters
  Score: Raw -6142003.753016 + Penalty 3514.347800 = -6138489.405216
  nChanged 1779
		SP:Iteration 2Q (27597.010000 sec): 3 clusters
  Score: Raw -6142447.012874 + Penalty 3514.347800 = -6138932.665074
  nChanged 1878
		SP:Iteration 3Q (27597.380000 sec): 3 clusters
  Score: Raw -6143003.189825 + Penalty 3514.347800 = -6139488.842025
  nChanged 2147
		SP:Iteration 4Q (27597.780000 sec): 3 clusters
  Score: Raw -6143824.572239 + Penalty 3514.347800 = -6140310.224439
  nChanged 2655
		SP:Iteration 5F (27598.140000 sec): 3 clusters
  Score: Raw -6145195.406354 + Penalty 3514.347800 = -6141681.058554
  nChanged 3400
		SP:Iteration 6F (27598.550000 sec): 3 clusters
  Score: Raw -6147449.454241 + Penalty 3514.347800 = -6143935.106442
  nChanged 3913
		SP:Iteration 7F (27598.920000 sec): 3 clusters
  Score: Raw -6150575.877618 + Penalty 3514.347800 = -6147061.529819
  nChanged 3810
		SP:Iteration 8F (27599.280000 sec): 3 clusters
  Score: Raw -6153952.812496 + Penalty 3514.347800 = -6150438.464697
  nChanged 3075
		SP:Iteration 9F (27599.700000 sec): 3 clusters
  Score: Raw -6156734.761832 + Penalty 3514.347800 = -6153220.414033
  nChanged 2093
		SP:Iteration 10Q (27600.090000 sec): 3 clusters
  Score: Raw -6158628.327179 + Penalty 3514.347800 = -6155113.979379
  nChanged 1222
		SP:Iteration 11Q (27600.480000 sec): 3 clusters
  Score: Raw -6159715.614059 + Penalty 3514.347800 = -6156201.266259
  nChanged 642
		SP:Iteration 12Q (27600.840000 sec): 3 clusters
  Score: Raw -6160255.519321 + Penalty 3514.347800 = -6156741.171521
  nChanged 340
		SP:Iteration 13Q (27601.240000 sec): 3 clusters
  Score: Raw -6160545.251371 + Penalty 3514.347800 = -6157030.903571
  nChanged 164
		SP:Iteration 14Q (27601.600000 sec): 3 clusters
  Score: Raw -6160679.708804 + Penalty 3514.347800 = -6157165.361004
  nChanged 103
		SP:Iteration 15Q (27601.940000 sec): 3 clusters
  Score: Raw -6160751.426378 + Penalty 3514.347800 = -6157237.078578
  nChanged 69
		SP:Iteration 16Q (27602.320000 sec): 3 clusters
  Score: Raw -6160800.368780 + Penalty 3514.347800 = -6157286.020980
  nChanged 52
		SP:Iteration 17Q (27602.690000 sec): 3 clusters
  Score: Raw -6160834.033650 + Penalty 3514.347800 = -6157319.685850
  nChanged 27
		SP:Iteration 18Q (27603.020000 sec): 3 clusters
  Score: Raw -6160851.124521 + Penalty 3514.347800 = -6157336.776722
  nChanged 27
		SP:Iteration 19Q (27603.370000 sec): 3 clusters
  Score: Raw -6160866.551933 + Penalty 3514.347800 = -6157352.204133
  nChanged 16
		SP:Iteration 20F (27603.750000 sec): 3 clusters
  Score: Raw -6160874.335663 + Penalty 3514.347800 = -6157359.987863
  nChanged 9
		SP:Iteration 21Q (27604.080000 sec): 3 clusters
  Score: Raw -6160877.879563 + Penalty 3514.347800 = -6157363.531764
  nChanged 6
		SP:Iteration 22Q (27604.450000 sec): 3 clusters
  Score: Raw -6160881.030657 + Penalty 3514.347800 = -6157366.682858
  nChanged 3
		SP:Iteration 23Q (27604.830000 sec): 3 clusters
  Score: Raw -6160882.860054 + Penalty 3514.347800 = -6157368.512254
  nChanged 3
		SP:Iteration 24Q (27605.230000 sec): 3 clusters
  Score: Raw -6160884.177416 + Penalty 3514.347800 = -6157369.829616
  nChanged 2
		SP:Iteration 25Q (27605.580000 sec): 3 clusters
  Score: Raw -6160885.335776 + Penalty 3514.347800 = -6157370.987977
  nChanged 2
		SP:Iteration 26Q (27605.950000 sec): 3 clusters
  Score: Raw -6160886.675836 + Penalty 3514.347800 = -6157372.328036
  nChanged 1
		SP:Iteration 27Q (27606.280000 sec): 3 clusters
  Score: Raw -6160887.392863 + Penalty 3514.347800 = -6157373.045064
  nChanged 0
		SP:Iteration 28F (27606.680000 sec): 3 clusters
  Score: Raw -6160887.392863 + Penalty 3514.347800 = -6157373.045064
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27606.790000 sec): 2 clusters
  Score: Raw -299378.604911 + Penalty 1281.671395 = -298096.933516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27606.990000 sec): 3 clusters
  Score: Raw -298174.317180 + Penalty 2563.342790 = -295610.974389
  nChanged 1036
		SP:Iteration 1F (27607.180000 sec): 3 clusters
  Score: Raw -298898.864124 + Penalty 2563.342790 = -296335.521334
  nChanged 214
		SP:Iteration 2F (27607.340000 sec): 3 clusters
  Score: Raw -299077.510363 + Penalty 2563.342790 = -296514.167572
  nChanged 158
		SP:Iteration 3F (27607.540000 sec): 3 clusters
  Score: Raw -299208.676461 + Penalty 2563.342790 = -296645.333670
  nChanged 132
		SP:Iteration 4Q (27607.730000 sec): 3 clusters
  Score: Raw -299329.347177 + Penalty 2563.342790 = -296766.004386
  nChanged 136
		SP:Iteration 5F (27607.900000 sec): 3 clusters
  Score: Raw -299447.508451 + Penalty 2563.342790 = -296884.165660
  nChanged 117
		SP:Iteration 6Q (27608.090000 sec): 3 clusters
  Score: Raw -299569.737297 + Penalty 2563.342790 = -297006.394507
  nChanged 116
		SP:Iteration 7Q (27608.290000 sec): 3 clusters
  Score: Raw -299684.950922 + Penalty 2563.342790 = -297121.608131
  nChanged 94
		SP:Iteration 8Q (27608.470000 sec): 3 clusters
  Score: Raw -299768.214976 + Penalty 2563.342790 = -297204.872185
  nChanged 71
		SP:Iteration 9Q (27608.660000 sec): 3 clusters
  Score: Raw -299835.361775 + Penalty 2563.342790 = -297272.018985
  nChanged 68
		SP:Iteration 10Q (27608.830000 sec): 3 clusters
  Score: Raw -299907.326225 + Penalty 2563.342790 = -297343.983435
  nChanged 70
		SP:Iteration 11Q (27608.960000 sec): 3 clusters
  Score: Raw -299984.780392 + Penalty 2563.342790 = -297421.437602
  nChanged 73
		SP:Iteration 12Q (27609.130000 sec): 3 clusters
  Score: Raw -300063.548612 + Penalty 2563.342790 = -297500.205822
  nChanged 66
		SP:Iteration 13Q (27609.290000 sec): 3 clusters
  Score: Raw -300114.028879 + Penalty 2563.342790 = -297550.686089
  nChanged 38
		SP:Iteration 14Q (27609.470000 sec): 3 clusters
  Score: Raw -300134.282927 + Penalty 2563.342790 = -297570.940136
  nChanged 26
		SP:Iteration 15Q (27609.630000 sec): 3 clusters
  Score: Raw -300146.879736 + Penalty 2563.342790 = -297583.536945
  nChanged 17
		SP:Iteration 16Q (27609.770000 sec): 3 clusters
  Score: Raw -300153.738299 + Penalty 2563.342790 = -297590.395508
  nChanged 11
		SP:Iteration 17Q (27609.950000 sec): 3 clusters
  Score: Raw -300158.762310 + Penalty 2563.342790 = -297595.419519
  nChanged 8
		SP:Iteration 18Q (27610.140000 sec): 3 clusters
  Score: Raw -300161.396620 + Penalty 2563.342790 = -297598.053830
  nChanged 5
		SP:Iteration 19Q (27610.280000 sec): 3 clusters
  Score: Raw -300163.157790 + Penalty 2563.342790 = -297599.815000
  nChanged 5
		SP:Iteration 20F (27610.470000 sec): 3 clusters
  Score: Raw -300168.106306 + Penalty 2563.342790 = -297604.763515
  nChanged 9
		SP:Iteration 21Q (27610.640000 sec): 3 clusters
  Score: Raw -300175.738699 + Penalty 2563.342790 = -297612.395908
  nChanged 12
		SP:Iteration 22Q (27610.790000 sec): 3 clusters
  Score: Raw -300184.745863 + Penalty 2563.342790 = -297621.403072
  nChanged 10
		SP:Iteration 23Q (27610.960000 sec): 3 clusters
  Score: Raw -300193.154480 + Penalty 2563.342790 = -297629.811690
  nChanged 15
		SP:Iteration 24Q (27611.110000 sec): 3 clusters
  Score: Raw -300203.261901 + Penalty 2563.342790 = -297639.919111
  nChanged 15
		SP:Iteration 25Q (27611.290000 sec): 3 clusters
  Score: Raw -300217.857934 + Penalty 2563.342790 = -297654.515144
  nChanged 28
		SP:Iteration 26Q (27611.440000 sec): 3 clusters
  Score: Raw -300264.157529 + Penalty 2563.342790 = -297700.814739
  nChanged 32
		SP:Iteration 27Q (27611.660000 sec): 3 clusters
  Score: Raw -300322.190740 + Penalty 2563.342790 = -297758.847949
  nChanged 44
		SP:Iteration 28Q (27611.810000 sec): 3 clusters
  Score: Raw -300375.900611 + Penalty 2563.342790 = -297812.557821
  nChanged 42
		SP:Iteration 29Q (27611.960000 sec): 3 clusters
  Score: Raw -300418.977623 + Penalty 2563.342790 = -297855.634833
  nChanged 28
		SP:Iteration 30Q (27612.170000 sec): 3 clusters
  Score: Raw -300436.106807 + Penalty 2563.342790 = -297872.764017
  nChanged 15
		SP:Iteration 31Q (27612.290000 sec): 3 clusters
  Score: Raw -300443.519489 + Penalty 2563.342790 = -297880.176699
  nChanged 9
		SP:Iteration 32Q (27612.490000 sec): 3 clusters
  Score: Raw -300448.364683 + Penalty 2563.342790 = -297885.021893
  nChanged 13
		SP:Iteration 33Q (27612.670000 sec): 3 clusters
  Score: Raw -300455.024076 + Penalty 2563.342790 = -297891.681286
  nChanged 10
		SP:Iteration 34Q (27612.810000 sec): 3 clusters
  Score: Raw -300459.633761 + Penalty 2563.342790 = -297896.290971
  nChanged 9
		SP:Iteration 35Q (27612.980000 sec): 3 clusters
  Score: Raw -300461.936885 + Penalty 2563.342790 = -297898.594095
  nChanged 3
		SP:Iteration 36Q (27613.130000 sec): 3 clusters
  Score: Raw -300462.902626 + Penalty 2563.342790 = -297899.559835
  nChanged 3
		SP:Iteration 37Q (27613.290000 sec): 3 clusters
  Score: Raw -300463.531954 + Penalty 2563.342790 = -297900.189164
  nChanged 2
		SP:Iteration 38Q (27613.470000 sec): 3 clusters
  Score: Raw -300464.155921 + Penalty 2563.342790 = -297900.813130
  nChanged 1
		SP:Iteration 39Q (27613.660000 sec): 3 clusters
  Score: Raw -300464.314847 + Penalty 2563.342790 = -297900.972056
  nChanged 0
		SP:Iteration 40F (27613.840000 sec): 3 clusters
  Score: Raw -300464.314847 + Penalty 2563.342790 = -297900.972056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27613.910000 sec): 2 clusters
  Score: Raw -25275.724606 + Penalty 882.268665 = -24393.455941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27614.070000 sec): 3 clusters
  Score: Raw -25539.923909 + Penalty 1764.537329 = -23775.386580
  nChanged 53
		SP:Iteration 1F (27614.230000 sec): 3 clusters
  Score: Raw -25745.995005 + Penalty 1764.537329 = -23981.457676
  nChanged 21
		SP:Iteration 2F (27614.410000 sec): 3 clusters
  Score: Raw -25862.495520 + Penalty 1764.537329 = -24097.958190
  nChanged 5
		SP:Iteration 3Q (27614.610000 sec): 3 clusters
  Score: Raw -25873.501399 + Penalty 1764.537329 = -24108.964069
  nChanged 1
		SP:Iteration 4Q (27614.770000 sec): 3 clusters
  Score: Raw -25874.653543 + Penalty 1764.537329 = -24110.116214
  nChanged 0
		SP:Iteration 5F (27614.980000 sec): 3 clusters
  Score: Raw -25874.653543 + Penalty 1764.537329 = -24110.116214
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27615.050000 sec): 2 clusters
  Score: Raw -103803.690069 + Penalty 1106.827212 = -102696.862858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27615.220000 sec): 3 clusters
  Score: Raw -103525.639956 + Penalty 2213.654423 = -101311.985533
  nChanged 257
		SP:Iteration 1F (27615.380000 sec): 3 clusters
  Score: Raw -103754.358846 + Penalty 2213.654423 = -101540.704423
  nChanged 72
		SP:Iteration 2F (27615.550000 sec): 3 clusters
  Score: Raw -103836.400848 + Penalty 2213.654423 = -101622.746425
  nChanged 34
		SP:Iteration 3Q (27615.720000 sec): 3 clusters
  Score: Raw -103881.555260 + Penalty 2213.654423 = -101667.900837
  nChanged 30
		SP:Iteration 4Q (27615.900000 sec): 3 clusters
  Score: Raw -103921.181979 + Penalty 2213.654423 = -101707.527556
  nChanged 23
		SP:Iteration 5Q (27616.040000 sec): 3 clusters
  Score: Raw -103956.038941 + Penalty 2213.654423 = -101742.384518
  nChanged 24
		SP:Iteration 6Q (27616.220000 sec): 3 clusters
  Score: Raw -103984.029954 + Penalty 2213.654423 = -101770.375531
  nChanged 19
		SP:Iteration 7Q (27616.410000 sec): 3 clusters
  Score: Raw -104005.279124 + Penalty 2213.654423 = -101791.624701
  nChanged 21
		SP:Iteration 8Q (27616.610000 sec): 3 clusters
  Score: Raw -104031.086109 + Penalty 2213.654423 = -101817.431686
  nChanged 14
		SP:Iteration 9Q (27616.780000 sec): 3 clusters
  Score: Raw -104046.043161 + Penalty 2213.654423 = -101832.388738
  nChanged 15
		SP:Iteration 10Q (27616.960000 sec): 3 clusters
  Score: Raw -104085.316829 + Penalty 2213.654423 = -101871.662406
  nChanged 26
		SP:Iteration 11Q (27617.160000 sec): 3 clusters
  Score: Raw -104170.489678 + Penalty 2213.654423 = -101956.835255
  nChanged 29
		SP:Iteration 12Q (27617.330000 sec): 3 clusters
  Score: Raw -104276.322632 + Penalty 2213.654423 = -102062.668209
  nChanged 33
		SP:Iteration 13Q (27617.480000 sec): 3 clusters
  Score: Raw -104365.720936 + Penalty 2213.654423 = -102152.066513
  nChanged 32
		SP:Iteration 14Q (27617.630000 sec): 3 clusters
  Score: Raw -104433.378437 + Penalty 2213.654423 = -102219.724014
  nChanged 28
		SP:Iteration 15Q (27617.830000 sec): 3 clusters
  Score: Raw -104497.692892 + Penalty 2213.654423 = -102284.038468
  nChanged 27
		SP:Iteration 16Q (27618.000000 sec): 3 clusters
  Score: Raw -104559.568688 + Penalty 2213.654423 = -102345.914265
  nChanged 27
		SP:Iteration 17Q (27618.140000 sec): 3 clusters
  Score: Raw -104630.432939 + Penalty 2213.654423 = -102416.778516
  nChanged 19
		SP:Iteration 18Q (27618.340000 sec): 3 clusters
  Score: Raw -104692.004135 + Penalty 2213.654423 = -102478.349712
  nChanged 20
		SP:Iteration 19Q (27618.520000 sec): 3 clusters
  Score: Raw -104772.412485 + Penalty 2213.654423 = -102558.758062
  nChanged 21
		SP:Iteration 20F (27618.670000 sec): 3 clusters
  Score: Raw -104931.830477 + Penalty 2213.654423 = -102718.176054
  nChanged 23
		SP:Iteration 21Q (27618.820000 sec): 3 clusters
  Score: Raw -105102.419159 + Penalty 2213.654423 = -102888.764736
  nChanged 4
		SP:Iteration 22Q (27618.980000 sec): 3 clusters
  Score: Raw -105115.519792 + Penalty 2213.654423 = -102901.865369
  nChanged 0
		SP:Iteration 23F (27619.180000 sec): 3 clusters
  Score: Raw -105115.519792 + Penalty 2213.654423 = -102901.865369
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27619.310000 sec): 2 clusters
  Score: Raw -998377.951068 + Penalty 1461.108645 = -996916.842423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27619.560000 sec): 3 clusters
  Score: Raw -993906.873783 + Penalty 2922.217290 = -990984.656494
  nChanged 3395
		SP:Iteration 1F (27619.740000 sec): 3 clusters
  Score: Raw -995712.689080 + Penalty 2922.217290 = -992790.471790
  nChanged 527
		SP:Iteration 2F (27619.950000 sec): 3 clusters
  Score: Raw -995937.121279 + Penalty 2922.217290 = -993014.903989
  nChanged 394
		SP:Iteration 3Q (27620.170000 sec): 3 clusters
  Score: Raw -996129.124590 + Penalty 2922.217290 = -993206.907300
  nChanged 390
		SP:Iteration 4Q (27620.400000 sec): 3 clusters
  Score: Raw -996324.018722 + Penalty 2922.217290 = -993401.801432
  nChanged 390
		SP:Iteration 5Q (27620.590000 sec): 3 clusters
  Score: Raw -996558.733532 + Penalty 2922.217290 = -993636.516243
  nChanged 401
		SP:Iteration 6Q (27620.790000 sec): 3 clusters
  Score: Raw -996835.346137 + Penalty 2922.217290 = -993913.128847
  nChanged 403
		SP:Iteration 7F (27621.000000 sec): 3 clusters
  Score: Raw -997137.877372 + Penalty 2922.217290 = -994215.660082
  nChanged 383
		SP:Iteration 8Q (27621.190000 sec): 3 clusters
  Score: Raw -997451.750493 + Penalty 2922.217290 = -994529.533203
  nChanged 338
		SP:Iteration 9Q (27621.390000 sec): 3 clusters
  Score: Raw -997748.600279 + Penalty 2922.217290 = -994826.382989
  nChanged 283
		SP:Iteration 10Q (27621.590000 sec): 3 clusters
  Score: Raw -997952.939033 + Penalty 2922.217290 = -995030.721743
  nChanged 217
		SP:Iteration 11Q (27621.810000 sec): 3 clusters
  Score: Raw -998087.520196 + Penalty 2922.217290 = -995165.302906
  nChanged 161
		SP:Iteration 12Q (27622.010000 sec): 3 clusters
  Score: Raw -998180.090835 + Penalty 2922.217290 = -995257.873545
  nChanged 126
		SP:Iteration 13Q (27622.250000 sec): 3 clusters
  Score: Raw -998240.536761 + Penalty 2922.217290 = -995318.319471
  nChanged 102
		SP:Iteration 14Q (27622.460000 sec): 3 clusters
  Score: Raw -998287.078911 + Penalty 2922.217290 = -995364.861621
  nChanged 82
		SP:Iteration 15Q (27622.650000 sec): 3 clusters
  Score: Raw -998320.391625 + Penalty 2922.217290 = -995398.174335
  nChanged 64
		SP:Iteration 16Q (27622.860000 sec): 3 clusters
  Score: Raw -998348.447021 + Penalty 2922.217290 = -995426.229731
  nChanged 59
		SP:Iteration 17Q (27623.060000 sec): 3 clusters
  Score: Raw -998377.548396 + Penalty 2922.217290 = -995455.331107
  nChanged 60
		SP:Iteration 18Q (27623.270000 sec): 3 clusters
  Score: Raw -998406.026517 + Penalty 2922.217290 = -995483.809227
  nChanged 47
		SP:Iteration 19Q (27623.460000 sec): 3 clusters
  Score: Raw -998424.911166 + Penalty 2922.217290 = -995502.693877
  nChanged 33
		SP:Iteration 20F (27623.680000 sec): 3 clusters
  Score: Raw -998441.906824 + Penalty 2922.217290 = -995519.689534
  nChanged 22
		SP:Iteration 21Q (27623.910000 sec): 3 clusters
  Score: Raw -998452.125936 + Penalty 2922.217290 = -995529.908647
  nChanged 30
		SP:Iteration 22Q (27624.080000 sec): 3 clusters
  Score: Raw -998467.356276 + Penalty 2922.217290 = -995545.138986
  nChanged 33
		SP:Iteration 23Q (27624.320000 sec): 3 clusters
  Score: Raw -998484.765027 + Penalty 2922.217290 = -995562.547737
  nChanged 32
		SP:Iteration 24Q (27624.490000 sec): 3 clusters
  Score: Raw -998505.384537 + Penalty 2922.217290 = -995583.167247
  nChanged 25
		SP:Iteration 25Q (27624.680000 sec): 3 clusters
  Score: Raw -998518.993024 + Penalty 2922.217290 = -995596.775734
  nChanged 18
		SP:Iteration 26Q (27624.880000 sec): 3 clusters
  Score: Raw -998528.585489 + Penalty 2922.217290 = -995606.368199
  nChanged 21
		SP:Iteration 27Q (27625.080000 sec): 3 clusters
  Score: Raw -998538.572496 + Penalty 2922.217290 = -995616.355206
  nChanged 17
		SP:Iteration 28Q (27625.270000 sec): 3 clusters
  Score: Raw -998546.680510 + Penalty 2922.217290 = -995624.463220
  nChanged 11
		SP:Iteration 29Q (27625.470000 sec): 3 clusters
  Score: Raw -998552.182228 + Penalty 2922.217290 = -995629.964938
  nChanged 4
		SP:Iteration 30Q (27625.680000 sec): 3 clusters
  Score: Raw -998554.043393 + Penalty 2922.217290 = -995631.826103
  nChanged 4
		SP:Iteration 31Q (27625.890000 sec): 3 clusters
  Score: Raw -998556.410179 + Penalty 2922.217290 = -995634.192889
  nChanged 3
		SP:Iteration 32Q (27626.070000 sec): 3 clusters
  Score: Raw -998557.740902 + Penalty 2922.217290 = -995635.523612
  nChanged 4
		SP:Iteration 33Q (27626.290000 sec): 3 clusters
  Score: Raw -998559.843195 + Penalty 2922.217290 = -995637.625905
  nChanged 6
		SP:Iteration 34Q (27626.470000 sec): 3 clusters
  Score: Raw -998562.462044 + Penalty 2922.217290 = -995640.244754
  nChanged 8
		SP:Iteration 35Q (27626.650000 sec): 3 clusters
  Score: Raw -998565.820556 + Penalty 2922.217290 = -995643.603266
  nChanged 7
		SP:Iteration 36Q (27626.870000 sec): 3 clusters
  Score: Raw -998568.396543 + Penalty 2922.217290 = -995646.179253
  nChanged 7
		SP:Iteration 37Q (27627.010000 sec): 3 clusters
  Score: Raw -998570.990666 + Penalty 2922.217290 = -995648.773376
  nChanged 3
		SP:Iteration 38Q (27627.160000 sec): 3 clusters
  Score: Raw -998571.938067 + Penalty 2922.217290 = -995649.720777
  nChanged 2
		SP:Iteration 39Q (27627.390000 sec): 3 clusters
  Score: Raw -998572.805292 + Penalty 2922.217290 = -995650.588002
  nChanged 3
		SP:Iteration 40F (27627.570000 sec): 3 clusters
  Score: Raw -998574.202363 + Penalty 2922.217290 = -995651.985073
  nChanged 5
		SP:Iteration 41Q (27627.750000 sec): 3 clusters
  Score: Raw -998576.505021 + Penalty 2922.217290 = -995654.287731
  nChanged 5
		SP:Iteration 42Q (27627.960000 sec): 3 clusters
  Score: Raw -998579.496464 + Penalty 2922.217290 = -995657.279175
  nChanged 3
		SP:Iteration 43Q (27628.120000 sec): 3 clusters
  Score: Raw -998580.820602 + Penalty 2922.217290 = -995658.603312
  nChanged 2
		SP:Iteration 44Q (27628.350000 sec): 3 clusters
  Score: Raw -998582.656080 + Penalty 2922.217290 = -995660.438790
  nChanged 5
		SP:Iteration 45Q (27628.540000 sec): 3 clusters
  Score: Raw -998586.184964 + Penalty 2922.217290 = -995663.967674
  nChanged 3
		SP:Iteration 46Q (27628.740000 sec): 3 clusters
  Score: Raw -998589.313639 + Penalty 2922.217290 = -995667.096349
  nChanged 5
		SP:Iteration 47Q (27628.950000 sec): 3 clusters
  Score: Raw -998592.932975 + Penalty 2922.217290 = -995670.715685
  nChanged 5
		SP:Iteration 48Q (27629.140000 sec): 3 clusters
  Score: Raw -998595.602657 + Penalty 2922.217290 = -995673.385368
  nChanged 3
		SP:Iteration 49Q (27629.380000 sec): 3 clusters
  Score: Raw -998597.289404 + Penalty 2922.217290 = -995675.072114
  nChanged 0
		SP:Iteration 50F (27629.600000 sec): 3 clusters
  Score: Raw -998597.289404 + Penalty 2922.217290 = -995675.072114
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27629.720000 sec): 2 clusters
  Score: Raw -876174.640476 + Penalty 1440.268593 = -874734.371883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27629.890000 sec): 3 clusters
  Score: Raw -872291.941647 + Penalty 2880.537186 = -869411.404461
  nChanged 2989
		SP:Iteration 1F (27630.080000 sec): 3 clusters
  Score: Raw -873948.682535 + Penalty 2880.537186 = -871068.145350
  nChanged 517
		SP:Iteration 2F (27630.320000 sec): 3 clusters
  Score: Raw -874224.238406 + Penalty 2880.537186 = -871343.701220
  nChanged 372
		SP:Iteration 3F (27630.520000 sec): 3 clusters
  Score: Raw -874425.739509 + Penalty 2880.537186 = -871545.202324
  nChanged 339
		SP:Iteration 4Q (27630.710000 sec): 3 clusters
  Score: Raw -874578.657807 + Penalty 2880.537186 = -871698.120621
  nChanged 280
		SP:Iteration 5Q (27630.970000 sec): 3 clusters
  Score: Raw -874708.026051 + Penalty 2880.537186 = -871827.488865
  nChanged 253
		SP:Iteration 6Q (27631.150000 sec): 3 clusters
  Score: Raw -874822.478277 + Penalty 2880.537186 = -871941.941091
  nChanged 251
		SP:Iteration 7Q (27631.350000 sec): 3 clusters
  Score: Raw -874939.430061 + Penalty 2880.537186 = -872058.892875
  nChanged 234
		SP:Iteration 8Q (27631.500000 sec): 3 clusters
  Score: Raw -875051.374554 + Penalty 2880.537186 = -872170.837369
  nChanged 234
		SP:Iteration 9Q (27631.680000 sec): 3 clusters
  Score: Raw -875163.701657 + Penalty 2880.537186 = -872283.164471
  nChanged 213
		SP:Iteration 10Q (27631.890000 sec): 3 clusters
  Score: Raw -875264.936018 + Penalty 2880.537186 = -872384.398832
  nChanged 210
		SP:Iteration 11Q (27632.140000 sec): 3 clusters
  Score: Raw -875374.970920 + Penalty 2880.537186 = -872494.433735
  nChanged 202
		SP:Iteration 12Q (27632.320000 sec): 3 clusters
  Score: Raw -875488.920728 + Penalty 2880.537186 = -872608.383542
  nChanged 201
		SP:Iteration 13Q (27632.490000 sec): 3 clusters
  Score: Raw -875603.964030 + Penalty 2880.537186 = -872723.426844
  nChanged 217
		SP:Iteration 14Q (27632.740000 sec): 3 clusters
  Score: Raw -875723.638522 + Penalty 2880.537186 = -872843.101337
  nChanged 196
		SP:Iteration 15Q (27632.890000 sec): 3 clusters
  Score: Raw -875836.310456 + Penalty 2880.537186 = -872955.773270
  nChanged 172
		SP:Iteration 16Q (27633.100000 sec): 3 clusters
  Score: Raw -875924.047673 + Penalty 2880.537186 = -873043.510488
  nChanged 158
		SP:Iteration 17Q (27633.300000 sec): 3 clusters
  Score: Raw -875998.486066 + Penalty 2880.537186 = -873117.948880
  nChanged 129
		SP:Iteration 18Q (27633.510000 sec): 3 clusters
  Score: Raw -876049.067487 + Penalty 2880.537186 = -873168.530301
  nChanged 97
		SP:Iteration 19Q (27633.730000 sec): 3 clusters
  Score: Raw -876083.446702 + Penalty 2880.537186 = -873202.909517
  nChanged 79
		SP:Iteration 20F (27633.900000 sec): 3 clusters
  Score: Raw -876107.207450 + Penalty 2880.537186 = -873226.670264
  nChanged 59
		SP:Iteration 21Q (27634.110000 sec): 3 clusters
  Score: Raw -876125.130752 + Penalty 2880.537186 = -873244.593566
  nChanged 52
		SP:Iteration 22Q (27634.290000 sec): 3 clusters
  Score: Raw -876139.141839 + Penalty 2880.537186 = -873258.604653
  nChanged 51
		SP:Iteration 23Q (27634.500000 sec): 3 clusters
  Score: Raw -876152.891790 + Penalty 2880.537186 = -873272.354604
  nChanged 51
		SP:Iteration 24Q (27634.640000 sec): 3 clusters
  Score: Raw -876163.658565 + Penalty 2880.537186 = -873283.121379
  nChanged 33
		SP:Iteration 25Q (27634.880000 sec): 3 clusters
  Score: Raw -876171.492482 + Penalty 2880.537186 = -873290.955296
  nChanged 34
		SP:Iteration 26Q (27635.090000 sec): 3 clusters
  Score: Raw -876179.196106 + Penalty 2880.537186 = -873298.658920
  nChanged 28
		SP:Iteration 27Q (27635.280000 sec): 3 clusters
  Score: Raw -876186.134171 + Penalty 2880.537186 = -873305.596985
  nChanged 26
		SP:Iteration 28Q (27635.450000 sec): 3 clusters
  Score: Raw -876190.455930 + Penalty 2880.537186 = -873309.918744
  nChanged 17
		SP:Iteration 29Q (27635.610000 sec): 3 clusters
  Score: Raw -876193.454070 + Penalty 2880.537186 = -873312.916884
  nChanged 20
		SP:Iteration 30Q (27635.790000 sec): 3 clusters
  Score: Raw -876196.850180 + Penalty 2880.537186 = -873316.312995
  nChanged 20
		SP:Iteration 31Q (27636.020000 sec): 3 clusters
  Score: Raw -876200.240629 + Penalty 2880.537186 = -873319.703443
  nChanged 23
		SP:Iteration 32Q (27636.170000 sec): 3 clusters
  Score: Raw -876204.912265 + Penalty 2880.537186 = -873324.375080
  nChanged 25
		SP:Iteration 33Q (27636.400000 sec): 3 clusters
  Score: Raw -876210.422521 + Penalty 2880.537186 = -873329.885335
  nChanged 25
		SP:Iteration 34Q (27636.570000 sec): 3 clusters
  Score: Raw -876216.287080 + Penalty 2880.537186 = -873335.749894
  nChanged 20
		SP:Iteration 35Q (27636.750000 sec): 3 clusters
  Score: Raw -876220.616175 + Penalty 2880.537186 = -873340.078990
  nChanged 17
		SP:Iteration 36Q (27636.970000 sec): 3 clusters
  Score: Raw -876224.760800 + Penalty 2880.537186 = -873344.223614
  nChanged 23
		SP:Iteration 37Q (27637.170000 sec): 3 clusters
  Score: Raw -876229.527186 + Penalty 2880.537186 = -873348.990000
  nChanged 26
		SP:Iteration 38Q (27637.350000 sec): 3 clusters
  Score: Raw -876236.262468 + Penalty 2880.537186 = -873355.725282
  nChanged 31
		SP:Iteration 39Q (27637.580000 sec): 3 clusters
  Score: Raw -876244.282445 + Penalty 2880.537186 = -873363.745259
  nChanged 27
		SP:Iteration 40F (27637.760000 sec): 3 clusters
  Score: Raw -876251.643460 + Penalty 2880.537186 = -873371.106274
  nChanged 34
		SP:Iteration 41Q (27637.990000 sec): 3 clusters
  Score: Raw -876258.132950 + Penalty 2880.537186 = -873377.595764
  nChanged 20
		SP:Iteration 42Q (27638.200000 sec): 3 clusters
  Score: Raw -876261.692422 + Penalty 2880.537186 = -873381.155236
  nChanged 22
		SP:Iteration 43Q (27638.380000 sec): 3 clusters
  Score: Raw -876266.061564 + Penalty 2880.537186 = -873385.524378
  nChanged 23
		SP:Iteration 44Q (27638.560000 sec): 3 clusters
  Score: Raw -876270.498048 + Penalty 2880.537186 = -873389.960862
  nChanged 21
		SP:Iteration 45Q (27638.780000 sec): 3 clusters
  Score: Raw -876274.301101 + Penalty 2880.537186 = -873393.763916
  nChanged 22
		SP:Iteration 46Q (27638.990000 sec): 3 clusters
  Score: Raw -876278.858544 + Penalty 2880.537186 = -873398.321358
  nChanged 22
		SP:Iteration 47Q (27639.190000 sec): 3 clusters
  Score: Raw -876283.824921 + Penalty 2880.537186 = -873403.287735
  nChanged 33
		SP:Iteration 48Q (27639.390000 sec): 3 clusters
  Score: Raw -876291.083137 + Penalty 2880.537186 = -873410.545952
  nChanged 32
		SP:Iteration 49Q (27639.560000 sec): 3 clusters
  Score: Raw -876299.110550 + Penalty 2880.537186 = -873418.573364
  nChanged 24
		SP:Iteration 50Q (27639.790000 sec): 3 clusters
  Score: Raw -876304.836998 + Penalty 2880.537186 = -873424.299812
  nChanged 23
		SP:Iteration 51Q (27639.970000 sec): 3 clusters
  Score: Raw -876308.804617 + Penalty 2880.537186 = -873428.267431
  nChanged 21
		SP:Iteration 52Q (27640.200000 sec): 3 clusters
  Score: Raw -876312.435063 + Penalty 2880.537186 = -873431.897878
  nChanged 16
		SP:Iteration 53Q (27640.360000 sec): 3 clusters
  Score: Raw -876315.245381 + Penalty 2880.537186 = -873434.708195
  nChanged 21
		SP:Iteration 54Q (27640.590000 sec): 3 clusters
  Score: Raw -876320.067150 + Penalty 2880.537186 = -873439.529964
  nChanged 24
		SP:Iteration 55Q (27640.780000 sec): 3 clusters
  Score: Raw -876324.967515 + Penalty 2880.537186 = -873444.430330
  nChanged 15
		SP:Iteration 56Q (27640.940000 sec): 3 clusters
  Score: Raw -876328.049496 + Penalty 2880.537186 = -873447.512311
  nChanged 18
		SP:Iteration 57Q (27641.180000 sec): 3 clusters
  Score: Raw -876331.703116 + Penalty 2880.537186 = -873451.165930
  nChanged 12
		SP:Iteration 58Q (27641.370000 sec): 3 clusters
  Score: Raw -876334.225695 + Penalty 2880.537186 = -873453.688510
  nChanged 12
		SP:Iteration 59Q (27641.550000 sec): 3 clusters
  Score: Raw -876336.369072 + Penalty 2880.537186 = -873455.831886
  nChanged 10
		SP:Iteration 60F (27641.770000 sec): 3 clusters
  Score: Raw -876338.168026 + Penalty 2880.537186 = -873457.630840
  nChanged 7
		SP:Iteration 61Q (27641.960000 sec): 3 clusters
  Score: Raw -876339.420525 + Penalty 2880.537186 = -873458.883339
  nChanged 7
		SP:Iteration 62Q (27642.150000 sec): 3 clusters
  Score: Raw -876340.414604 + Penalty 2880.537186 = -873459.877418
  nChanged 6
		SP:Iteration 63Q (27642.350000 sec): 3 clusters
  Score: Raw -876341.634480 + Penalty 2880.537186 = -873461.097294
  nChanged 5
		SP:Iteration 64Q (27642.520000 sec): 3 clusters
  Score: Raw -876342.754520 + Penalty 2880.537186 = -873462.217335
  nChanged 10
		SP:Iteration 65Q (27642.760000 sec): 3 clusters
  Score: Raw -876344.875623 + Penalty 2880.537186 = -873464.338437
  nChanged 8
		SP:Iteration 66Q (27642.940000 sec): 3 clusters
  Score: Raw -876346.312881 + Penalty 2880.537186 = -873465.775695
  nChanged 9
		SP:Iteration 67Q (27643.110000 sec): 3 clusters
  Score: Raw -876348.174324 + Penalty 2880.537186 = -873467.637138
  nChanged 8
		SP:Iteration 68Q (27643.290000 sec): 3 clusters
  Score: Raw -876348.968549 + Penalty 2880.537186 = -873468.431364
  nChanged 8
		SP:Iteration 69Q (27643.490000 sec): 3 clusters
  Score: Raw -876349.981391 + Penalty 2880.537186 = -873469.444206
  nChanged 4
		SP:Iteration 70Q (27643.690000 sec): 3 clusters
  Score: Raw -876350.486323 + Penalty 2880.537186 = -873469.949137
  nChanged 7
		SP:Iteration 71Q (27643.870000 sec): 3 clusters
  Score: Raw -876351.672019 + Penalty 2880.537186 = -873471.134833
  nChanged 6
		SP:Iteration 72Q (27644.080000 sec): 3 clusters
  Score: Raw -876352.397655 + Penalty 2880.537186 = -873471.860469
  nChanged 2
		SP:Iteration 73Q (27644.240000 sec): 3 clusters
  Score: Raw -876352.646265 + Penalty 2880.537186 = -873472.109079
  nChanged 2
		SP:Iteration 74Q (27644.430000 sec): 3 clusters
  Score: Raw -876352.963100 + Penalty 2880.537186 = -873472.425914
  nChanged 2
		SP:Iteration 75Q (27644.640000 sec): 3 clusters
  Score: Raw -876353.297747 + Penalty 2880.537186 = -873472.760562
  nChanged 1
		SP:Iteration 76Q (27644.860000 sec): 3 clusters
  Score: Raw -876353.431764 + Penalty 2880.537186 = -873472.894578
  nChanged 2
		SP:Iteration 77Q (27645.100000 sec): 3 clusters
  Score: Raw -876353.556998 + Penalty 2880.537186 = -873473.019812
  nChanged 0
		SP:Iteration 78F (27645.290000 sec): 3 clusters
  Score: Raw -876353.556998 + Penalty 2880.537186 = -873473.019812
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27645.390000 sec): 2 clusters
  Score: Raw -137773.866841 + Penalty 1161.350479 = -136612.516361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27645.560000 sec): 3 clusters
  Score: Raw -137342.493250 + Penalty 2322.700958 = -135019.792291
  nChanged 408
		SP:Iteration 1F (27645.710000 sec): 3 clusters
  Score: Raw -137704.469790 + Penalty 2322.700958 = -135381.768831
  nChanged 87
		SP:Iteration 2F (27645.920000 sec): 3 clusters
  Score: Raw -137827.216725 + Penalty 2322.700958 = -135504.515767
  nChanged 76
		SP:Iteration 3F (27646.130000 sec): 3 clusters
  Score: Raw -137899.417009 + Penalty 2322.700958 = -135576.716050
  nChanged 42
		SP:Iteration 4Q (27646.300000 sec): 3 clusters
  Score: Raw -137940.399470 + Penalty 2322.700958 = -135617.698512
  nChanged 31
		SP:Iteration 5Q (27646.470000 sec): 3 clusters
  Score: Raw -137978.759651 + Penalty 2322.700958 = -135656.058693
  nChanged 27
		SP:Iteration 6Q (27646.640000 sec): 3 clusters
  Score: Raw -138004.214940 + Penalty 2322.700958 = -135681.513982
  nChanged 23
		SP:Iteration 7Q (27646.810000 sec): 3 clusters
  Score: Raw -138026.986752 + Penalty 2322.700958 = -135704.285794
  nChanged 24
		SP:Iteration 8Q (27646.970000 sec): 3 clusters
  Score: Raw -138048.534448 + Penalty 2322.700958 = -135725.833490
  nChanged 23
		SP:Iteration 9Q (27647.160000 sec): 3 clusters
  Score: Raw -138066.664512 + Penalty 2322.700958 = -135743.963554
  nChanged 17
		SP:Iteration 10Q (27647.370000 sec): 3 clusters
  Score: Raw -138082.848197 + Penalty 2322.700958 = -135760.147239
  nChanged 11
		SP:Iteration 11Q (27647.570000 sec): 3 clusters
  Score: Raw -138090.790568 + Penalty 2322.700958 = -135768.089609
  nChanged 9
		SP:Iteration 12Q (27647.730000 sec): 3 clusters
  Score: Raw -138098.656277 + Penalty 2322.700958 = -135775.955319
  nChanged 8
		SP:Iteration 13Q (27647.950000 sec): 3 clusters
  Score: Raw -138107.183281 + Penalty 2322.700958 = -135784.482323
  nChanged 9
		SP:Iteration 14Q (27648.100000 sec): 3 clusters
  Score: Raw -138119.580685 + Penalty 2322.700958 = -135796.879727
  nChanged 4
		SP:Iteration 15Q (27648.280000 sec): 3 clusters
  Score: Raw -138125.383373 + Penalty 2322.700958 = -135802.682415
  nChanged 5
		SP:Iteration 16Q (27648.460000 sec): 3 clusters
  Score: Raw -138130.781723 + Penalty 2322.700958 = -135808.080765
  nChanged 7
		SP:Iteration 17Q (27648.630000 sec): 3 clusters
  Score: Raw -138137.622865 + Penalty 2322.700958 = -135814.921907
  nChanged 5
		SP:Iteration 18Q (27648.820000 sec): 3 clusters
  Score: Raw -138141.539574 + Penalty 2322.700958 = -135818.838616
  nChanged 3
		SP:Iteration 19Q (27648.960000 sec): 3 clusters
  Score: Raw -138144.043467 + Penalty 2322.700958 = -135821.342508
  nChanged 1
		SP:Iteration 20F (27649.120000 sec): 3 clusters
  Score: Raw -138144.641886 + Penalty 2322.700958 = -135821.940928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27649.210000 sec): 2 clusters
  Score: Raw -143099.930362 + Penalty 1152.947961 = -141946.982401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27649.370000 sec): 3 clusters
  Score: Raw -142668.889177 + Penalty 2305.895923 = -140362.993255
  nChanged 405
		SP:Iteration 1F (27649.560000 sec): 3 clusters
  Score: Raw -142980.691025 + Penalty 2305.895923 = -140674.795103
  nChanged 95
		SP:Iteration 2F (27649.720000 sec): 3 clusters
  Score: Raw -143058.796993 + Penalty 2305.895923 = -140752.901070
  nChanged 50
		SP:Iteration 3Q (27649.890000 sec): 3 clusters
  Score: Raw -143093.315106 + Penalty 2305.895923 = -140787.419184
  nChanged 28
		SP:Iteration 4Q (27650.050000 sec): 3 clusters
  Score: Raw -143117.228316 + Penalty 2305.895923 = -140811.332393
  nChanged 19
		SP:Iteration 5Q (27650.240000 sec): 3 clusters
  Score: Raw -143148.903101 + Penalty 2305.895923 = -140843.007179
  nChanged 23
		SP:Iteration 6Q (27650.390000 sec): 3 clusters
  Score: Raw -143171.603926 + Penalty 2305.895923 = -140865.708003
  nChanged 22
		SP:Iteration 7Q (27650.570000 sec): 3 clusters
  Score: Raw -143193.811579 + Penalty 2305.895923 = -140887.915656
  nChanged 21
		SP:Iteration 8Q (27650.740000 sec): 3 clusters
  Score: Raw -143213.464604 + Penalty 2305.895923 = -140907.568682
  nChanged 12
		SP:Iteration 9Q (27650.900000 sec): 3 clusters
  Score: Raw -143222.098597 + Penalty 2305.895923 = -140916.202675
  nChanged 7
		SP:Iteration 10Q (27651.060000 sec): 3 clusters
  Score: Raw -143228.143323 + Penalty 2305.895923 = -140922.247401
  nChanged 9
		SP:Iteration 11Q (27651.210000 sec): 3 clusters
  Score: Raw -143234.352236 + Penalty 2305.895923 = -140928.456314
  nChanged 5
		SP:Iteration 12Q (27651.340000 sec): 3 clusters
  Score: Raw -143236.995199 + Penalty 2305.895923 = -140931.099276
  nChanged 5
		SP:Iteration 13Q (27651.500000 sec): 3 clusters
  Score: Raw -143239.678479 + Penalty 2305.895923 = -140933.782556
  nChanged 4
		SP:Iteration 14Q (27651.680000 sec): 3 clusters
  Score: Raw -143243.889633 + Penalty 2305.895923 = -140937.993710
  nChanged 4
		SP:Iteration 15Q (27651.800000 sec): 3 clusters
  Score: Raw -143247.275210 + Penalty 2305.895923 = -140941.379288
  nChanged 6
		SP:Iteration 16Q (27651.940000 sec): 3 clusters
  Score: Raw -143250.226819 + Penalty 2305.895923 = -140944.330896
  nChanged 6
		SP:Iteration 17Q (27652.110000 sec): 3 clusters
  Score: Raw -143253.360510 + Penalty 2305.895923 = -140947.464588
  nChanged 4
		SP:Iteration 18Q (27652.290000 sec): 3 clusters
  Score: Raw -143254.835617 + Penalty 2305.895923 = -140948.939694
  nChanged 1
		SP:Iteration 19Q (27652.470000 sec): 3 clusters
  Score: Raw -143255.070526 + Penalty 2305.895923 = -140949.174603
  nChanged 0
		SP:Iteration 20F (27652.630000 sec): 3 clusters
  Score: Raw -143255.070526 + Penalty 2305.895923 = -140949.174603
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27652.740000 sec): 2 clusters
  Score: Raw -301819.549197 + Penalty 1291.612609 = -300527.936588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27652.930000 sec): 3 clusters
  Score: Raw -300480.694537 + Penalty 2583.225218 = -297897.469319
  nChanged 1049
		SP:Iteration 1F (27653.110000 sec): 3 clusters
  Score: Raw -301058.896029 + Penalty 2583.225218 = -298475.670811
  nChanged 231
		SP:Iteration 2F (27653.330000 sec): 3 clusters
  Score: Raw -301203.979610 + Penalty 2583.225218 = -298620.754392
  nChanged 169
		SP:Iteration 3F (27653.480000 sec): 3 clusters
  Score: Raw -301334.223376 + Penalty 2583.225218 = -298750.998158
  nChanged 152
		SP:Iteration 4F (27653.640000 sec): 3 clusters
  Score: Raw -301460.611012 + Penalty 2583.225218 = -298877.385794
  nChanged 137
		SP:Iteration 5Q (27653.850000 sec): 3 clusters
  Score: Raw -301556.074129 + Penalty 2583.225218 = -298972.848912
  nChanged 106
		SP:Iteration 6Q (27654.030000 sec): 3 clusters
  Score: Raw -301642.946264 + Penalty 2583.225218 = -299059.721046
  nChanged 91
		SP:Iteration 7Q (27654.190000 sec): 3 clusters
  Score: Raw -301709.199345 + Penalty 2583.225218 = -299125.974127
  nChanged 89
		SP:Iteration 8Q (27654.350000 sec): 3 clusters
  Score: Raw -301772.661541 + Penalty 2583.225218 = -299189.436323
  nChanged 65
		SP:Iteration 9Q (27654.530000 sec): 3 clusters
  Score: Raw -301817.689996 + Penalty 2583.225218 = -299234.464778
  nChanged 63
		SP:Iteration 10Q (27654.750000 sec): 3 clusters
  Score: Raw -301865.148292 + Penalty 2583.225218 = -299281.923075
  nChanged 59
		SP:Iteration 11Q (27654.910000 sec): 3 clusters
  Score: Raw -301920.991429 + Penalty 2583.225218 = -299337.766211
  nChanged 62
		SP:Iteration 12Q (27655.090000 sec): 3 clusters
  Score: Raw -301969.841945 + Penalty 2583.225218 = -299386.616727
  nChanged 59
		SP:Iteration 13Q (27655.220000 sec): 3 clusters
  Score: Raw -302008.573865 + Penalty 2583.225218 = -299425.348647
  nChanged 47
		SP:Iteration 14Q (27655.370000 sec): 3 clusters
  Score: Raw -302038.604004 + Penalty 2583.225218 = -299455.378786
  nChanged 44
		SP:Iteration 15Q (27655.520000 sec): 3 clusters
  Score: Raw -302067.092998 + Penalty 2583.225218 = -299483.867780
  nChanged 37
		SP:Iteration 16Q (27655.690000 sec): 3 clusters
  Score: Raw -302089.516330 + Penalty 2583.225218 = -299506.291112
  nChanged 40
		SP:Iteration 17Q (27655.870000 sec): 3 clusters
  Score: Raw -302116.742487 + Penalty 2583.225218 = -299533.517269
  nChanged 43
		SP:Iteration 18Q (27656.030000 sec): 3 clusters
  Score: Raw -302143.920008 + Penalty 2583.225218 = -299560.694790
  nChanged 38
		SP:Iteration 19Q (27656.240000 sec): 3 clusters
  Score: Raw -302168.628047 + Penalty 2583.225218 = -299585.402829
  nChanged 33
		SP:Iteration 20F (27656.390000 sec): 3 clusters
  Score: Raw -302188.488590 + Penalty 2583.225218 = -299605.263373
  nChanged 32
		SP:Iteration 21Q (27656.560000 sec): 3 clusters
  Score: Raw -302212.916046 + Penalty 2583.225218 = -299629.690829
  nChanged 33
		SP:Iteration 22Q (27656.730000 sec): 3 clusters
  Score: Raw -302245.358695 + Penalty 2583.225218 = -299662.133478
  nChanged 36
		SP:Iteration 23Q (27656.890000 sec): 3 clusters
  Score: Raw -302279.416342 + Penalty 2583.225218 = -299696.191125
  nChanged 30
		SP:Iteration 24Q (27657.110000 sec): 3 clusters
  Score: Raw -302307.892930 + Penalty 2583.225218 = -299724.667712
  nChanged 45
		SP:Iteration 25Q (27657.300000 sec): 3 clusters
  Score: Raw -302342.908051 + Penalty 2583.225218 = -299759.682833
  nChanged 39
		SP:Iteration 26Q (27657.450000 sec): 3 clusters
  Score: Raw -302376.195081 + Penalty 2583.225218 = -299792.969864
  nChanged 44
		SP:Iteration 27Q (27657.610000 sec): 3 clusters
  Score: Raw -302407.509990 + Penalty 2583.225218 = -299824.284773
  nChanged 37
		SP:Iteration 28Q (27657.780000 sec): 3 clusters
  Score: Raw -302430.460041 + Penalty 2583.225218 = -299847.234823
  nChanged 22
		SP:Iteration 29Q (27657.980000 sec): 3 clusters
  Score: Raw -302440.028878 + Penalty 2583.225218 = -299856.803661
  nChanged 10
		SP:Iteration 30Q (27658.130000 sec): 3 clusters
  Score: Raw -302444.055835 + Penalty 2583.225218 = -299860.830617
  nChanged 7
		SP:Iteration 31Q (27658.280000 sec): 3 clusters
  Score: Raw -302447.366444 + Penalty 2583.225218 = -299864.141226
  nChanged 6
		SP:Iteration 32Q (27658.440000 sec): 3 clusters
  Score: Raw -302450.222472 + Penalty 2583.225218 = -299866.997254
  nChanged 5
		SP:Iteration 33Q (27658.580000 sec): 3 clusters
  Score: Raw -302452.868323 + Penalty 2583.225218 = -299869.643105
  nChanged 6
		SP:Iteration 34Q (27658.760000 sec): 3 clusters
  Score: Raw -302456.213760 + Penalty 2583.225218 = -299872.988543
  nChanged 6
		SP:Iteration 35Q (27658.960000 sec): 3 clusters
  Score: Raw -302458.149208 + Penalty 2583.225218 = -299874.923990
  nChanged 4
		SP:Iteration 36Q (27659.130000 sec): 3 clusters
  Score: Raw -302461.140069 + Penalty 2583.225218 = -299877.914851
  nChanged 3
		SP:Iteration 37Q (27659.300000 sec): 3 clusters
  Score: Raw -302462.605085 + Penalty 2583.225218 = -299879.379867
  nChanged 4
		SP:Iteration 38Q (27659.500000 sec): 3 clusters
  Score: Raw -302463.798982 + Penalty 2583.225218 = -299880.573764
  nChanged 5
		SP:Iteration 39Q (27659.660000 sec): 3 clusters
  Score: Raw -302465.365978 + Penalty 2583.225218 = -299882.140760
  nChanged 1
		SP:Iteration 40F (27659.840000 sec): 3 clusters
  Score: Raw -302466.041512 + Penalty 2583.225218 = -299882.816294
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27659.950000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27660.120000 sec): 3 clusters
  Score: Raw -151857.905265 + Penalty 2328.031027 = -149529.874238
  nChanged 431
		SP:Iteration 1F (27660.300000 sec): 3 clusters
  Score: Raw -152269.535517 + Penalty 2328.031027 = -149941.504490
  nChanged 140
		SP:Iteration 2F (27660.500000 sec): 3 clusters
  Score: Raw -152478.350940 + Penalty 2328.031027 = -150150.319913
  nChanged 102
		SP:Iteration 3F (27660.660000 sec): 3 clusters
  Score: Raw -152604.793063 + Penalty 2328.031027 = -150276.762036
  nChanged 73
		SP:Iteration 4F (27660.870000 sec): 3 clusters
  Score: Raw -152715.919860 + Penalty 2328.031027 = -150387.888833
  nChanged 62
		SP:Iteration 5Q (27661.050000 sec): 3 clusters
  Score: Raw -152817.349104 + Penalty 2328.031027 = -150489.318077
  nChanged 62
		SP:Iteration 6Q (27661.220000 sec): 3 clusters
  Score: Raw -152911.115609 + Penalty 2328.031027 = -150583.084582
  nChanged 40
		SP:Iteration 7Q (27661.370000 sec): 3 clusters
  Score: Raw -152946.889842 + Penalty 2328.031027 = -150618.858815
  nChanged 18
		SP:Iteration 8Q (27661.550000 sec): 3 clusters
  Score: Raw -152964.877749 + Penalty 2328.031027 = -150636.846722
  nChanged 21
		SP:Iteration 9Q (27661.730000 sec): 3 clusters
  Score: Raw -152986.910181 + Penalty 2328.031027 = -150658.879154
  nChanged 19
		SP:Iteration 10Q (27661.890000 sec): 3 clusters
  Score: Raw -153007.865081 + Penalty 2328.031027 = -150679.834054
  nChanged 9
		SP:Iteration 11Q (27662.080000 sec): 3 clusters
  Score: Raw -153016.928118 + Penalty 2328.031027 = -150688.897091
  nChanged 9
		SP:Iteration 12Q (27662.260000 sec): 3 clusters
  Score: Raw -153024.073748 + Penalty 2328.031027 = -150696.042721
  nChanged 7
		SP:Iteration 13Q (27662.390000 sec): 3 clusters
  Score: Raw -153031.400838 + Penalty 2328.031027 = -150703.369811
  nChanged 7
		SP:Iteration 14Q (27662.600000 sec): 3 clusters
  Score: Raw -153038.594558 + Penalty 2328.031027 = -150710.563531
  nChanged 8
		SP:Iteration 15Q (27662.740000 sec): 3 clusters
  Score: Raw -153045.772188 + Penalty 2328.031027 = -150717.741161
  nChanged 3
		SP:Iteration 16Q (27662.930000 sec): 3 clusters
  Score: Raw -153047.411955 + Penalty 2328.031027 = -150719.380928
  nChanged 1
		SP:Iteration 17Q (27663.090000 sec): 3 clusters
  Score: Raw -153048.003329 + Penalty 2328.031027 = -150719.972302
  nChanged 2
		SP:Iteration 18Q (27663.270000 sec): 3 clusters
  Score: Raw -153049.636651 + Penalty 2328.031027 = -150721.605624
  nChanged 1
		SP:Iteration 19Q (27663.430000 sec): 3 clusters
  Score: Raw -153050.094479 + Penalty 2328.031027 = -150722.063452
  nChanged 2
		SP:Iteration 20F (27663.640000 sec): 3 clusters
  Score: Raw -153053.177673 + Penalty 2328.031027 = -150725.146646
  nChanged 3
		SP:Iteration 21Q (27663.800000 sec): 3 clusters
  Score: Raw -153056.960389 + Penalty 2328.031027 = -150728.929362
  nChanged 1
		SP:Iteration 22Q (27664.000000 sec): 3 clusters
  Score: Raw -153058.240975 + Penalty 2328.031027 = -150730.209948
  nChanged 0
		SP:Iteration 23F (27664.170000 sec): 3 clusters
  Score: Raw -153058.240975 + Penalty 2328.031027 = -150730.209948
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27664.260000 sec): 2 clusters
  Score: Raw -403824.134318 + Penalty 1320.463105 = -402503.671213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27664.490000 sec): 3 clusters
  Score: Raw -402199.079937 + Penalty 2640.926211 = -399558.153726
  nChanged 1304
		SP:Iteration 1F (27664.660000 sec): 3 clusters
  Score: Raw -402939.397549 + Penalty 2640.926211 = -400298.471338
  nChanged 247
		SP:Iteration 2F (27664.850000 sec): 3 clusters
  Score: Raw -403097.621719 + Penalty 2640.926211 = -400456.695508
  nChanged 175
		SP:Iteration 3F (27665.030000 sec): 3 clusters
  Score: Raw -403205.080143 + Penalty 2640.926211 = -400564.153932
  nChanged 148
		SP:Iteration 4Q (27665.190000 sec): 3 clusters
  Score: Raw -403288.238376 + Penalty 2640.926211 = -400647.312165
  nChanged 117
		SP:Iteration 5Q (27665.390000 sec): 3 clusters
  Score: Raw -403353.397745 + Penalty 2640.926211 = -400712.471534
  nChanged 86
		SP:Iteration 6Q (27665.540000 sec): 3 clusters
  Score: Raw -403402.220906 + Penalty 2640.926211 = -400761.294695
  nChanged 84
		SP:Iteration 7Q (27665.720000 sec): 3 clusters
  Score: Raw -403448.796980 + Penalty 2640.926211 = -400807.870769
  nChanged 80
		SP:Iteration 8Q (27665.900000 sec): 3 clusters
  Score: Raw -403504.422274 + Penalty 2640.926211 = -400863.496063
  nChanged 88
		SP:Iteration 9Q (27666.070000 sec): 3 clusters
  Score: Raw -403560.043215 + Penalty 2640.926211 = -400919.117004
  nChanged 83
		SP:Iteration 10Q (27666.260000 sec): 3 clusters
  Score: Raw -403612.146719 + Penalty 2640.926211 = -400971.220508
  nChanged 71
		SP:Iteration 11Q (27666.450000 sec): 3 clusters
  Score: Raw -403655.201807 + Penalty 2640.926211 = -401014.275596
  nChanged 64
		SP:Iteration 12Q (27666.610000 sec): 3 clusters
  Score: Raw -403700.629226 + Penalty 2640.926211 = -401059.703015
  nChanged 65
		SP:Iteration 13Q (27666.790000 sec): 3 clusters
  Score: Raw -403749.444138 + Penalty 2640.926211 = -401108.517927
  nChanged 69
		SP:Iteration 14Q (27666.980000 sec): 3 clusters
  Score: Raw -403802.996815 + Penalty 2640.926211 = -401162.070604
  nChanged 56
		SP:Iteration 15Q (27667.200000 sec): 3 clusters
  Score: Raw -403845.755715 + Penalty 2640.926211 = -401204.829504
  nChanged 55
		SP:Iteration 16Q (27667.380000 sec): 3 clusters
  Score: Raw -403896.467821 + Penalty 2640.926211 = -401255.541610
  nChanged 54
		SP:Iteration 17Q (27667.550000 sec): 3 clusters
  Score: Raw -403945.738529 + Penalty 2640.926211 = -401304.812319
  nChanged 44
		SP:Iteration 18Q (27667.750000 sec): 3 clusters
  Score: Raw -403986.136337 + Penalty 2640.926211 = -401345.210127
  nChanged 31
		SP:Iteration 19Q (27667.950000 sec): 3 clusters
  Score: Raw -404013.363039 + Penalty 2640.926211 = -401372.436829
  nChanged 18
		SP:Iteration 20F (27668.120000 sec): 3 clusters
  Score: Raw -404027.283801 + Penalty 2640.926211 = -401386.357590
  nChanged 21
		SP:Iteration 21Q (27668.270000 sec): 3 clusters
  Score: Raw -404042.737898 + Penalty 2640.926211 = -401401.811687
  nChanged 12
		SP:Iteration 22Q (27668.480000 sec): 3 clusters
  Score: Raw -404053.183649 + Penalty 2640.926211 = -401412.257438
  nChanged 12
		SP:Iteration 23Q (27668.650000 sec): 3 clusters
  Score: Raw -404059.840924 + Penalty 2640.926211 = -401418.914713
  nChanged 11
		SP:Iteration 24Q (27668.820000 sec): 3 clusters
  Score: Raw -404065.934237 + Penalty 2640.926211 = -401425.008026
  nChanged 8
		SP:Iteration 25Q (27669.020000 sec): 3 clusters
  Score: Raw -404072.157659 + Penalty 2640.926211 = -401431.231448
  nChanged 6
		SP:Iteration 26Q (27669.210000 sec): 3 clusters
  Score: Raw -404076.813137 + Penalty 2640.926211 = -401435.886926
  nChanged 6
		SP:Iteration 27Q (27669.380000 sec): 3 clusters
  Score: Raw -404080.103072 + Penalty 2640.926211 = -401439.176862
  nChanged 2
		SP:Iteration 28Q (27669.530000 sec): 3 clusters
  Score: Raw -404081.759065 + Penalty 2640.926211 = -401440.832854
  nChanged 0
		SP:Iteration 29F (27669.730000 sec): 3 clusters
  Score: Raw -404081.759065 + Penalty 2640.926211 = -401440.832854
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27669.820000 sec): 2 clusters
  Score: Raw -340819.073631 + Penalty 1295.917496 = -339523.156135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27670.000000 sec): 3 clusters
  Score: Raw -339480.187301 + Penalty 2591.834993 = -336888.352308
  nChanged 1099
		SP:Iteration 1F (27670.180000 sec): 3 clusters
  Score: Raw -340130.532815 + Penalty 2591.834993 = -337538.697823
  nChanged 217
		SP:Iteration 2F (27670.370000 sec): 3 clusters
  Score: Raw -340278.304459 + Penalty 2591.834993 = -337686.469466
  nChanged 176
		SP:Iteration 3F (27670.600000 sec): 3 clusters
  Score: Raw -340396.868149 + Penalty 2591.834993 = -337805.033156
  nChanged 141
		SP:Iteration 4Q (27670.740000 sec): 3 clusters
  Score: Raw -340496.885220 + Penalty 2591.834993 = -337905.050227
  nChanged 130
		SP:Iteration 5Q (27670.930000 sec): 3 clusters
  Score: Raw -340592.759015 + Penalty 2591.834993 = -338000.924023
  nChanged 126
		SP:Iteration 6Q (27671.150000 sec): 3 clusters
  Score: Raw -340695.200066 + Penalty 2591.834993 = -338103.365073
  nChanged 118
		SP:Iteration 7Q (27671.340000 sec): 3 clusters
  Score: Raw -340805.395601 + Penalty 2591.834993 = -338213.560609
  nChanged 122
		SP:Iteration 8Q (27671.480000 sec): 3 clusters
  Score: Raw -340927.179770 + Penalty 2591.834993 = -338335.344777
  nChanged 102
		SP:Iteration 9Q (27671.660000 sec): 3 clusters
  Score: Raw -341017.227292 + Penalty 2591.834993 = -338425.392299
  nChanged 91
		SP:Iteration 10Q (27671.820000 sec): 3 clusters
  Score: Raw -341092.706616 + Penalty 2591.834993 = -338500.871623
  nChanged 83
		SP:Iteration 11Q (27672.010000 sec): 3 clusters
  Score: Raw -341165.363866 + Penalty 2591.834993 = -338573.528874
  nChanged 65
		SP:Iteration 12Q (27672.210000 sec): 3 clusters
  Score: Raw -341223.114116 + Penalty 2591.834993 = -338631.279123
  nChanged 58
		SP:Iteration 13Q (27672.400000 sec): 3 clusters
  Score: Raw -341272.866832 + Penalty 2591.834993 = -338681.031839
  nChanged 43
		SP:Iteration 14Q (27672.590000 sec): 3 clusters
  Score: Raw -341303.451504 + Penalty 2591.834993 = -338711.616511
  nChanged 36
		SP:Iteration 15Q (27672.760000 sec): 3 clusters
  Score: Raw -341324.424557 + Penalty 2591.834993 = -338732.589564
  nChanged 29
		SP:Iteration 16Q (27672.960000 sec): 3 clusters
  Score: Raw -341343.976506 + Penalty 2591.834993 = -338752.141513
  nChanged 26
		SP:Iteration 17Q (27673.090000 sec): 3 clusters
  Score: Raw -341362.038000 + Penalty 2591.834993 = -338770.203007
  nChanged 11
		SP:Iteration 18Q (27673.260000 sec): 3 clusters
  Score: Raw -341367.304283 + Penalty 2591.834993 = -338775.469291
  nChanged 12
		SP:Iteration 19Q (27673.420000 sec): 3 clusters
  Score: Raw -341373.002254 + Penalty 2591.834993 = -338781.167261
  nChanged 7
		SP:Iteration 20F (27673.600000 sec): 3 clusters
  Score: Raw -341375.802733 + Penalty 2591.834993 = -338783.967740
  nChanged 4
		SP:Iteration 21Q (27673.760000 sec): 3 clusters
  Score: Raw -341377.660001 + Penalty 2591.834993 = -338785.825009
  nChanged 3
		SP:Iteration 22Q (27673.930000 sec): 3 clusters
  Score: Raw -341378.655534 + Penalty 2591.834993 = -338786.820541
  nChanged 3
		SP:Iteration 23Q (27674.130000 sec): 3 clusters
  Score: Raw -341379.389959 + Penalty 2591.834993 = -338787.554966
  nChanged 3
		SP:Iteration 24Q (27674.290000 sec): 3 clusters
  Score: Raw -341379.976525 + Penalty 2591.834993 = -338788.141532
  nChanged 1
		SP:Iteration 25Q (27674.470000 sec): 3 clusters
  Score: Raw -341380.267796 + Penalty 2591.834993 = -338788.432803
  nChanged 2
		SP:Iteration 26Q (27674.640000 sec): 3 clusters
  Score: Raw -341380.717025 + Penalty 2591.834993 = -338788.882032
  nChanged 0
		SP:Iteration 27F (27674.830000 sec): 3 clusters
  Score: Raw -341380.717025 + Penalty 2591.834993 = -338788.882032
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27674.950000 sec): 2 clusters
  Score: Raw -335608.986513 + Penalty 1297.696508 = -334311.290004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27675.090000 sec): 3 clusters
  Score: Raw -334242.971608 + Penalty 2595.393017 = -331647.578591
  nChanged 1101
		SP:Iteration 1F (27675.270000 sec): 3 clusters
  Score: Raw -334927.949676 + Penalty 2595.393017 = -332332.556660
  nChanged 246
		SP:Iteration 2F (27675.450000 sec): 3 clusters
  Score: Raw -335100.395867 + Penalty 2595.393017 = -332505.002851
  nChanged 174
		SP:Iteration 3F (27675.610000 sec): 3 clusters
  Score: Raw -335208.861951 + Penalty 2595.393017 = -332613.468934
  nChanged 126
		SP:Iteration 4Q (27675.770000 sec): 3 clusters
  Score: Raw -335301.033829 + Penalty 2595.393017 = -332705.640813
  nChanged 124
		SP:Iteration 5Q (27675.970000 sec): 3 clusters
  Score: Raw -335400.965845 + Penalty 2595.393017 = -332805.572829
  nChanged 132
		SP:Iteration 6Q (27676.110000 sec): 3 clusters
  Score: Raw -335531.830869 + Penalty 2595.393017 = -332936.437853
  nChanged 145
		SP:Iteration 7Q (27676.340000 sec): 3 clusters
  Score: Raw -335672.200797 + Penalty 2595.393017 = -333076.807780
  nChanged 124
		SP:Iteration 8Q (27676.490000 sec): 3 clusters
  Score: Raw -335802.970377 + Penalty 2595.393017 = -333207.577361
  nChanged 114
		SP:Iteration 9Q (27676.660000 sec): 3 clusters
  Score: Raw -335908.155759 + Penalty 2595.393017 = -333312.762743
  nChanged 81
		SP:Iteration 10Q (27676.800000 sec): 3 clusters
  Score: Raw -335992.584852 + Penalty 2595.393017 = -333397.191836
  nChanged 71
		SP:Iteration 11Q (27677.000000 sec): 3 clusters
  Score: Raw -336061.445670 + Penalty 2595.393017 = -333466.052653
  nChanged 54
		SP:Iteration 12Q (27677.170000 sec): 3 clusters
  Score: Raw -336112.924674 + Penalty 2595.393017 = -333517.531658
  nChanged 49
		SP:Iteration 13Q (27677.370000 sec): 3 clusters
  Score: Raw -336156.810117 + Penalty 2595.393017 = -333561.417100
  nChanged 44
		SP:Iteration 14Q (27677.560000 sec): 3 clusters
  Score: Raw -336194.085059 + Penalty 2595.393017 = -333598.692043
  nChanged 32
		SP:Iteration 15Q (27677.780000 sec): 3 clusters
  Score: Raw -336222.730881 + Penalty 2595.393017 = -333627.337865
  nChanged 28
		SP:Iteration 16Q (27677.940000 sec): 3 clusters
  Score: Raw -336240.640044 + Penalty 2595.393017 = -333645.247027
  nChanged 29
		SP:Iteration 17Q (27678.100000 sec): 3 clusters
  Score: Raw -336258.225836 + Penalty 2595.393017 = -333662.832819
  nChanged 17
		SP:Iteration 18Q (27678.300000 sec): 3 clusters
  Score: Raw -336268.373160 + Penalty 2595.393017 = -333672.980143
  nChanged 12
		SP:Iteration 19Q (27678.470000 sec): 3 clusters
  Score: Raw -336276.788200 + Penalty 2595.393017 = -333681.395183
  nChanged 11
		SP:Iteration 20F (27678.620000 sec): 3 clusters
  Score: Raw -336284.141191 + Penalty 2595.393017 = -333688.748175
  nChanged 13
		SP:Iteration 21Q (27678.820000 sec): 3 clusters
  Score: Raw -336291.755669 + Penalty 2595.393017 = -333696.362653
  nChanged 8
		SP:Iteration 22Q (27679.040000 sec): 3 clusters
  Score: Raw -336296.464710 + Penalty 2595.393017 = -333701.071694
  nChanged 10
		SP:Iteration 23Q (27679.220000 sec): 3 clusters
  Score: Raw -336305.319975 + Penalty 2595.393017 = -333709.926958
  nChanged 9
		SP:Iteration 24Q (27679.360000 sec): 3 clusters
  Score: Raw -336308.660770 + Penalty 2595.393017 = -333713.267754
  nChanged 4
		SP:Iteration 25Q (27679.530000 sec): 3 clusters
  Score: Raw -336311.032266 + Penalty 2595.393017 = -333715.639250
  nChanged 2
		SP:Iteration 26Q (27679.700000 sec): 3 clusters
  Score: Raw -336313.567916 + Penalty 2595.393017 = -333718.174899
  nChanged 5
		SP:Iteration 27Q (27679.920000 sec): 3 clusters
  Score: Raw -336316.124698 + Penalty 2595.393017 = -333720.731682
  nChanged 4
		SP:Iteration 28Q (27680.080000 sec): 3 clusters
  Score: Raw -336319.140931 + Penalty 2595.393017 = -333723.747914
  nChanged 4
		SP:Iteration 29Q (27680.260000 sec): 3 clusters
  Score: Raw -336321.181908 + Penalty 2595.393017 = -333725.788891
  nChanged 2
		SP:Iteration 30Q (27680.410000 sec): 3 clusters
  Score: Raw -336324.253864 + Penalty 2595.393017 = -333728.860847
  nChanged 3
		SP:Iteration 31Q (27680.610000 sec): 3 clusters
  Score: Raw -336326.782670 + Penalty 2595.393017 = -333731.389654
  nChanged 3
		SP:Iteration 32Q (27680.760000 sec): 3 clusters
  Score: Raw -336329.531373 + Penalty 2595.393017 = -333734.138356
  nChanged 2
		SP:Iteration 33Q (27680.950000 sec): 3 clusters
  Score: Raw -336330.382891 + Penalty 2595.393017 = -333734.989875
  nChanged 0
		SP:Iteration 34F (27681.120000 sec): 3 clusters
  Score: Raw -336330.382891 + Penalty 2595.393017 = -333734.989875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27681.240000 sec): 2 clusters
  Score: Raw -1738771.051103 + Penalty 1555.494115 = -1737215.556988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27681.530000 sec): 3 clusters
  Score: Raw -1730250.621446 + Penalty 3110.988230 = -1727139.633215
  nChanged 6422
		SP:Iteration 1F (27681.730000 sec): 3 clusters
  Score: Raw -1733839.858208 + Penalty 3110.988230 = -1730728.869977
  nChanged 796
		SP:Iteration 2F (27681.970000 sec): 3 clusters
  Score: Raw -1734198.353716 + Penalty 3110.988230 = -1731087.365485
  nChanged 714
		SP:Iteration 3Q (27682.190000 sec): 3 clusters
  Score: Raw -1734508.915919 + Penalty 3110.988230 = -1731397.927688
  nChanged 679
		SP:Iteration 4Q (27682.390000 sec): 3 clusters
  Score: Raw -1734817.471853 + Penalty 3110.988230 = -1731706.483623
  nChanged 683
		SP:Iteration 5Q (27682.640000 sec): 3 clusters
  Score: Raw -1735131.180632 + Penalty 3110.988230 = -1732020.192402
  nChanged 643
		SP:Iteration 6Q (27682.870000 sec): 3 clusters
  Score: Raw -1735450.392299 + Penalty 3110.988230 = -1732339.404069
  nChanged 639
		SP:Iteration 7Q (27683.120000 sec): 3 clusters
  Score: Raw -1735750.632634 + Penalty 3110.988230 = -1732639.644403
  nChanged 604
		SP:Iteration 8Q (27683.320000 sec): 3 clusters
  Score: Raw -1736036.968514 + Penalty 3110.988230 = -1732925.980284
  nChanged 571
		SP:Iteration 9Q (27683.540000 sec): 3 clusters
  Score: Raw -1736281.582527 + Penalty 3110.988230 = -1733170.594297
  nChanged 508
		SP:Iteration 10Q (27683.760000 sec): 3 clusters
  Score: Raw -1736505.941417 + Penalty 3110.988230 = -1733394.953187
  nChanged 493
		SP:Iteration 11Q (27683.980000 sec): 3 clusters
  Score: Raw -1736704.792883 + Penalty 3110.988230 = -1733593.804652
  nChanged 449
		SP:Iteration 12Q (27684.190000 sec): 3 clusters
  Score: Raw -1736875.956843 + Penalty 3110.988230 = -1733764.968612
  nChanged 410
		SP:Iteration 13Q (27684.430000 sec): 3 clusters
  Score: Raw -1737041.722474 + Penalty 3110.988230 = -1733930.734244
  nChanged 394
		SP:Iteration 14Q (27684.660000 sec): 3 clusters
  Score: Raw -1737210.756507 + Penalty 3110.988230 = -1734099.768277
  nChanged 393
		SP:Iteration 15Q (27684.900000 sec): 3 clusters
  Score: Raw -1737391.454184 + Penalty 3110.988230 = -1734280.465953
  nChanged 399
		SP:Iteration 16Q (27685.140000 sec): 3 clusters
  Score: Raw -1737572.158226 + Penalty 3110.988230 = -1734461.169995
  nChanged 351
		SP:Iteration 17Q (27685.360000 sec): 3 clusters
  Score: Raw -1737723.671251 + Penalty 3110.988230 = -1734612.683021
  nChanged 342
		SP:Iteration 18Q (27685.610000 sec): 3 clusters
  Score: Raw -1737869.366216 + Penalty 3110.988230 = -1734758.377986
  nChanged 309
		SP:Iteration 19Q (27685.820000 sec): 3 clusters
  Score: Raw -1737993.840236 + Penalty 3110.988230 = -1734882.852006
  nChanged 290
		SP:Iteration 20F (27686.060000 sec): 3 clusters
  Score: Raw -1738143.970344 + Penalty 3110.988230 = -1735032.982114
  nChanged 304
		SP:Iteration 21Q (27686.290000 sec): 3 clusters
  Score: Raw -1738329.183548 + Penalty 3110.988230 = -1735218.195318
  nChanged 300
		SP:Iteration 22Q (27686.490000 sec): 3 clusters
  Score: Raw -1738506.716212 + Penalty 3110.988230 = -1735395.727982
  nChanged 281
		SP:Iteration 23Q (27686.740000 sec): 3 clusters
  Score: Raw -1738649.106745 + Penalty 3110.988230 = -1735538.118515
  nChanged 267
		SP:Iteration 24Q (27686.960000 sec): 3 clusters
  Score: Raw -1738769.145145 + Penalty 3110.988230 = -1735658.156915
  nChanged 231
		SP:Iteration 25Q (27687.130000 sec): 3 clusters
  Score: Raw -1738862.122091 + Penalty 3110.988230 = -1735751.133860
  nChanged 195
		SP:Iteration 26Q (27687.340000 sec): 3 clusters
  Score: Raw -1738921.117649 + Penalty 3110.988230 = -1735810.129419
  nChanged 135
		SP:Iteration 27Q (27687.570000 sec): 3 clusters
  Score: Raw -1738954.137369 + Penalty 3110.988230 = -1735843.149139
  nChanged 105
		SP:Iteration 28Q (27687.850000 sec): 3 clusters
  Score: Raw -1738972.926379 + Penalty 3110.988230 = -1735861.938148
  nChanged 84
		SP:Iteration 29Q (27688.030000 sec): 3 clusters
  Score: Raw -1738987.985156 + Penalty 3110.988230 = -1735876.996926
  nChanged 64
		SP:Iteration 30Q (27688.310000 sec): 3 clusters
  Score: Raw -1738998.155093 + Penalty 3110.988230 = -1735887.166862
  nChanged 53
		SP:Iteration 31Q (27688.530000 sec): 3 clusters
  Score: Raw -1739005.581654 + Penalty 3110.988230 = -1735894.593424
  nChanged 37
		SP:Iteration 32Q (27688.740000 sec): 3 clusters
  Score: Raw -1739010.563926 + Penalty 3110.988230 = -1735899.575696
  nChanged 26
		SP:Iteration 33Q (27688.950000 sec): 3 clusters
  Score: Raw -1739013.346998 + Penalty 3110.988230 = -1735902.358767
  nChanged 20
		SP:Iteration 34Q (27689.210000 sec): 3 clusters
  Score: Raw -1739015.077455 + Penalty 3110.988230 = -1735904.089225
  nChanged 17
		SP:Iteration 35Q (27689.430000 sec): 3 clusters
  Score: Raw -1739016.547895 + Penalty 3110.988230 = -1735905.559665
  nChanged 8
		SP:Iteration 36Q (27689.690000 sec): 3 clusters
  Score: Raw -1739016.955499 + Penalty 3110.988230 = -1735905.967268
  nChanged 8
		SP:Iteration 37Q (27689.910000 sec): 3 clusters
  Score: Raw -1739017.726516 + Penalty 3110.988230 = -1735906.738286
  nChanged 10
		SP:Iteration 38Q (27690.150000 sec): 3 clusters
  Score: Raw -1739018.517604 + Penalty 3110.988230 = -1735907.529374
  nChanged 7
		SP:Iteration 39Q (27690.350000 sec): 3 clusters
  Score: Raw -1739018.913161 + Penalty 3110.988230 = -1735907.924931
  nChanged 6
		SP:Iteration 40F (27690.540000 sec): 3 clusters
  Score: Raw -1739019.280694 + Penalty 3110.988230 = -1735908.292463
  nChanged 8
		SP:Iteration 41Q (27690.780000 sec): 3 clusters
  Score: Raw -1739020.177994 + Penalty 3110.988230 = -1735909.189763
  nChanged 12
		SP:Iteration 42Q (27690.980000 sec): 3 clusters
  Score: Raw -1739021.298596 + Penalty 3110.988230 = -1735910.310366
  nChanged 13
		SP:Iteration 43Q (27691.180000 sec): 3 clusters
  Score: Raw -1739022.685893 + Penalty 3110.988230 = -1735911.697663
  nChanged 17
		SP:Iteration 44Q (27691.390000 sec): 3 clusters
  Score: Raw -1739024.096502 + Penalty 3110.988230 = -1735913.108271
  nChanged 10
		SP:Iteration 45Q (27691.600000 sec): 3 clusters
  Score: Raw -1739024.950612 + Penalty 3110.988230 = -1735913.962381
  nChanged 9
		SP:Iteration 46Q (27691.850000 sec): 3 clusters
  Score: Raw -1739025.633896 + Penalty 3110.988230 = -1735914.645665
  nChanged 8
		SP:Iteration 47Q (27692.060000 sec): 3 clusters
  Score: Raw -1739026.307576 + Penalty 3110.988230 = -1735915.319346
  nChanged 8
		SP:Iteration 48Q (27692.270000 sec): 3 clusters
  Score: Raw -1739027.479703 + Penalty 3110.988230 = -1735916.491473
  nChanged 12
		SP:Iteration 49Q (27692.500000 sec): 3 clusters
  Score: Raw -1739028.554122 + Penalty 3110.988230 = -1735917.565892
  nChanged 7
		SP:Iteration 50Q (27692.740000 sec): 3 clusters
  Score: Raw -1739029.212449 + Penalty 3110.988230 = -1735918.224218
  nChanged 8
		SP:Iteration 51Q (27692.990000 sec): 3 clusters
  Score: Raw -1739029.864080 + Penalty 3110.988230 = -1735918.875850
  nChanged 6
		SP:Iteration 52Q (27693.180000 sec): 3 clusters
  Score: Raw -1739030.202568 + Penalty 3110.988230 = -1735919.214337
  nChanged 3
		SP:Iteration 53Q (27693.390000 sec): 3 clusters
  Score: Raw -1739030.440969 + Penalty 3110.988230 = -1735919.452739
  nChanged 3
		SP:Iteration 54Q (27693.570000 sec): 3 clusters
  Score: Raw -1739030.543551 + Penalty 3110.988230 = -1735919.555320
  nChanged 3
		SP:Iteration 55Q (27693.800000 sec): 3 clusters
  Score: Raw -1739030.652595 + Penalty 3110.988230 = -1735919.664364
  nChanged 2
		SP:Iteration 56Q (27694.020000 sec): 3 clusters
  Score: Raw -1739030.753274 + Penalty 3110.988230 = -1735919.765044
  nChanged 1
		SP:Iteration 57Q (27694.260000 sec): 3 clusters
  Score: Raw -1739030.802799 + Penalty 3110.988230 = -1735919.814569
  nChanged 1
		SP:Iteration 58Q (27694.470000 sec): 3 clusters
  Score: Raw -1739030.888634 + Penalty 3110.988230 = -1735919.900403
  nChanged 2
		SP:Iteration 59Q (27694.680000 sec): 3 clusters
  Score: Raw -1739031.030223 + Penalty 3110.988230 = -1735920.041993
  nChanged 2
		SP:Iteration 60F (27694.920000 sec): 3 clusters
  Score: Raw -1739031.178583 + Penalty 3110.988230 = -1735920.190353
  nChanged 1
		SP:Iteration 61Q (27695.140000 sec): 3 clusters
  Score: Raw -1739031.218316 + Penalty 3110.988230 = -1735920.230086
  nChanged 1
		SP:Iteration 62Q (27695.330000 sec): 3 clusters
  Score: Raw -1739031.241584 + Penalty 3110.988230 = -1735920.253354
  nChanged 0
		SP:Iteration 63F (27695.560000 sec): 3 clusters
  Score: Raw -1739031.241584 + Penalty 3110.988230 = -1735920.253354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27695.920000 sec): 2 clusters
  Score: Raw -6080319.727023 + Penalty 1765.332501 = -6078554.394522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27696.330000 sec): 3 clusters
  Score: Raw -6047042.682253 + Penalty 3530.665002 = -6043512.017251
  nChanged 24682
		SP:Iteration 1F (27696.730000 sec): 3 clusters
  Score: Raw -6061368.437591 + Penalty 3530.665002 = -6057837.772590
  nChanged 2538
		SP:Iteration 2Q (27697.140000 sec): 3 clusters
  Score: Raw -6062382.974013 + Penalty 3530.665002 = -6058852.309011
  nChanged 2713
		SP:Iteration 3F (27697.520000 sec): 3 clusters
  Score: Raw -6063612.669170 + Penalty 3530.665002 = -6060082.004168
  nChanged 2922
		SP:Iteration 4F (27697.960000 sec): 3 clusters
  Score: Raw -6065108.036751 + Penalty 3530.665002 = -6061577.371749
  nChanged 3041
		SP:Iteration 5F (27698.350000 sec): 3 clusters
  Score: Raw -6066832.760867 + Penalty 3530.665002 = -6063302.095865
  nChanged 3132
		SP:Iteration 6F (27698.740000 sec): 3 clusters
  Score: Raw -6068780.033726 + Penalty 3530.665002 = -6065249.368724
  nChanged 2979
		SP:Iteration 7F (27699.130000 sec): 3 clusters
  Score: Raw -6070669.893216 + Penalty 3530.665002 = -6067139.228214
  nChanged 2702
		SP:Iteration 8F (27699.480000 sec): 3 clusters
  Score: Raw -6072432.198746 + Penalty 3530.665002 = -6068901.533744
  nChanged 2285
		SP:Iteration 9Q (27699.880000 sec): 3 clusters
  Score: Raw -6073848.772509 + Penalty 3530.665002 = -6070318.107507
  nChanged 1824
		SP:Iteration 10Q (27700.310000 sec): 3 clusters
  Score: Raw -6074879.925464 + Penalty 3530.665002 = -6071349.260462
  nChanged 1425
		SP:Iteration 11Q (27700.730000 sec): 3 clusters
  Score: Raw -6075602.547398 + Penalty 3530.665002 = -6072071.882396
  nChanged 1217
		SP:Iteration 12Q (27701.110000 sec): 3 clusters
  Score: Raw -6076186.273413 + Penalty 3530.665002 = -6072655.608411
  nChanged 1131
		SP:Iteration 13Q (27701.510000 sec): 3 clusters
  Score: Raw -6076717.025526 + Penalty 3530.665002 = -6073186.360524
  nChanged 1016
		SP:Iteration 14Q (27701.940000 sec): 3 clusters
  Score: Raw -6077177.087480 + Penalty 3530.665002 = -6073646.422478
  nChanged 953
		SP:Iteration 15Q (27702.340000 sec): 3 clusters
  Score: Raw -6077613.142403 + Penalty 3530.665002 = -6074082.477402
  nChanged 948
		SP:Iteration 16Q (27702.770000 sec): 3 clusters
  Score: Raw -6078062.091662 + Penalty 3530.665002 = -6074531.426660
  nChanged 863
		SP:Iteration 17Q (27703.170000 sec): 3 clusters
  Score: Raw -6078489.068997 + Penalty 3530.665002 = -6074958.403995
  nChanged 828
		SP:Iteration 18Q (27703.610000 sec): 3 clusters
  Score: Raw -6078945.359285 + Penalty 3530.665002 = -6075414.694283
  nChanged 749
		SP:Iteration 19Q (27704.010000 sec): 3 clusters
  Score: Raw -6079362.094556 + Penalty 3530.665002 = -6075831.429554
  nChanged 646
		SP:Iteration 20F (27704.420000 sec): 3 clusters
  Score: Raw -6079714.953673 + Penalty 3530.665002 = -6076184.288671
  nChanged 504
		SP:Iteration 21Q (27704.830000 sec): 3 clusters
  Score: Raw -6079981.416488 + Penalty 3530.665002 = -6076450.751486
  nChanged 443
		SP:Iteration 22Q (27705.200000 sec): 3 clusters
  Score: Raw -6080203.032695 + Penalty 3530.665002 = -6076672.367693
  nChanged 339
		SP:Iteration 23Q (27705.630000 sec): 3 clusters
  Score: Raw -6080354.865495 + Penalty 3530.665002 = -6076824.200493
  nChanged 252
		SP:Iteration 24Q (27705.990000 sec): 3 clusters
  Score: Raw -6080458.476348 + Penalty 3530.665002 = -6076927.811346
  nChanged 229
		SP:Iteration 25Q (27706.400000 sec): 3 clusters
  Score: Raw -6080565.437265 + Penalty 3530.665002 = -6077034.772263
  nChanged 182
		SP:Iteration 26Q (27706.790000 sec): 3 clusters
  Score: Raw -6080658.072764 + Penalty 3530.665002 = -6077127.407762
  nChanged 156
		SP:Iteration 27Q (27707.140000 sec): 3 clusters
  Score: Raw -6080731.507235 + Penalty 3530.665002 = -6077200.842233
  nChanged 133
		SP:Iteration 28Q (27707.550000 sec): 3 clusters
  Score: Raw -6080782.897754 + Penalty 3530.665002 = -6077252.232752
  nChanged 98
		SP:Iteration 29Q (27707.940000 sec): 3 clusters
  Score: Raw -6080834.341259 + Penalty 3530.665002 = -6077303.676257
  nChanged 90
		SP:Iteration 30Q (27708.330000 sec): 3 clusters
  Score: Raw -6080897.174987 + Penalty 3530.665002 = -6077366.509985
  nChanged 71
		SP:Iteration 31Q (27708.720000 sec): 3 clusters
  Score: Raw -6080932.550278 + Penalty 3530.665002 = -6077401.885276
  nChanged 53
		SP:Iteration 32Q (27709.060000 sec): 3 clusters
  Score: Raw -6080960.169654 + Penalty 3530.665002 = -6077429.504652
  nChanged 55
		SP:Iteration 33Q (27709.440000 sec): 3 clusters
  Score: Raw -6080992.996418 + Penalty 3530.665002 = -6077462.331416
  nChanged 53
		SP:Iteration 34Q (27709.800000 sec): 3 clusters
  Score: Raw -6081032.166362 + Penalty 3530.665002 = -6077501.501360
  nChanged 46
		SP:Iteration 35Q (27710.210000 sec): 3 clusters
  Score: Raw -6081053.996297 + Penalty 3530.665002 = -6077523.331295
  nChanged 40
		SP:Iteration 36Q (27710.600000 sec): 3 clusters
  Score: Raw -6081076.274055 + Penalty 3530.665002 = -6077545.609053
  nChanged 44
		SP:Iteration 37Q (27711.000000 sec): 3 clusters
  Score: Raw -6081098.198169 + Penalty 3530.665002 = -6077567.533167
  nChanged 34
		SP:Iteration 38Q (27711.380000 sec): 3 clusters
  Score: Raw -6081115.944073 + Penalty 3530.665002 = -6077585.279071
  nChanged 28
		SP:Iteration 39Q (27711.760000 sec): 3 clusters
  Score: Raw -6081136.460458 + Penalty 3530.665002 = -6077605.795456
  nChanged 34
		SP:Iteration 40F (27712.120000 sec): 3 clusters
  Score: Raw -6081156.624499 + Penalty 3530.665002 = -6077625.959497
  nChanged 26
		SP:Iteration 41Q (27712.500000 sec): 3 clusters
  Score: Raw -6081165.916019 + Penalty 3530.665002 = -6077635.251017
  nChanged 13
		SP:Iteration 42Q (27712.870000 sec): 3 clusters
  Score: Raw -6081171.167960 + Penalty 3530.665002 = -6077640.502958
  nChanged 13
		SP:Iteration 43Q (27713.260000 sec): 3 clusters
  Score: Raw -6081175.707661 + Penalty 3530.665002 = -6077645.042659
  nChanged 7
		SP:Iteration 44Q (27713.620000 sec): 3 clusters
  Score: Raw -6081177.106917 + Penalty 3530.665002 = -6077646.441915
  nChanged 4
		SP:Iteration 45Q (27714.010000 sec): 3 clusters
  Score: Raw -6081178.351107 + Penalty 3530.665002 = -6077647.686105
  nChanged 5
		SP:Iteration 46Q (27714.380000 sec): 3 clusters
  Score: Raw -6081179.540178 + Penalty 3530.665002 = -6077648.875176
  nChanged 4
		SP:Iteration 47Q (27714.750000 sec): 3 clusters
  Score: Raw -6081181.191591 + Penalty 3530.665002 = -6077650.526589
  nChanged 7
		SP:Iteration 48Q (27715.140000 sec): 3 clusters
  Score: Raw -6081183.167728 + Penalty 3530.665002 = -6077652.502726
  nChanged 8
		SP:Iteration 49Q (27715.530000 sec): 3 clusters
  Score: Raw -6081185.439901 + Penalty 3530.665002 = -6077654.774899
  nChanged 5
		SP:Iteration 50Q (27715.930000 sec): 3 clusters
  Score: Raw -6081186.954278 + Penalty 3530.665002 = -6077656.289276
  nChanged 3
		SP:Iteration 51Q (27716.310000 sec): 3 clusters
  Score: Raw -6081187.890888 + Penalty 3530.665002 = -6077657.225886
  nChanged 5
		SP:Iteration 52Q (27716.690000 sec): 3 clusters
  Score: Raw -6081189.520625 + Penalty 3530.665002 = -6077658.855623
  nChanged 4
		SP:Iteration 53Q (27717.040000 sec): 3 clusters
  Score: Raw -6081190.646556 + Penalty 3530.665002 = -6077659.981554
  nChanged 1
		SP:Iteration 54Q (27717.440000 sec): 3 clusters
  Score: Raw -6081190.884368 + Penalty 3530.665002 = -6077660.219366
  nChanged 1
		SP:Iteration 55Q (27717.820000 sec): 3 clusters
  Score: Raw -6081191.203262 + Penalty 3530.665002 = -6077660.538260
  nChanged 1
		SP:Iteration 56Q (27718.180000 sec): 3 clusters
  Score: Raw -6081191.477939 + Penalty 3530.665002 = -6077660.812937
  nChanged 1
		SP:Iteration 57Q (27718.530000 sec): 3 clusters
  Score: Raw -6081191.705000 + Penalty 3530.665002 = -6077661.039998
  nChanged 0
		SP:Iteration 58F (27718.890000 sec): 3 clusters
  Score: Raw -6081191.705000 + Penalty 3530.665002 = -6077661.039998
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27719.010000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27719.200000 sec): 3 clusters
  Score: Raw -141429.598093 + Penalty 2311.506420 = -139118.091673
  nChanged 386
		SP:Iteration 1F (27719.390000 sec): 3 clusters
  Score: Raw -141786.037741 + Penalty 2311.506420 = -139474.531322
  nChanged 94
		SP:Iteration 2F (27719.570000 sec): 3 clusters
  Score: Raw -141914.998385 + Penalty 2311.506420 = -139603.491965
  nChanged 83
		SP:Iteration 3F (27719.740000 sec): 3 clusters
  Score: Raw -142028.300368 + Penalty 2311.506420 = -139716.793948
  nChanged 56
		SP:Iteration 4Q (27719.920000 sec): 3 clusters
  Score: Raw -142101.479891 + Penalty 2311.506420 = -139789.973472
  nChanged 43
		SP:Iteration 5Q (27720.070000 sec): 3 clusters
  Score: Raw -142154.213379 + Penalty 2311.506420 = -139842.706960
  nChanged 41
		SP:Iteration 6Q (27720.220000 sec): 3 clusters
  Score: Raw -142195.826399 + Penalty 2311.506420 = -139884.319979
  nChanged 28
		SP:Iteration 7Q (27720.390000 sec): 3 clusters
  Score: Raw -142222.646035 + Penalty 2311.506420 = -139911.139616
  nChanged 21
		SP:Iteration 8Q (27720.560000 sec): 3 clusters
  Score: Raw -142241.075367 + Penalty 2311.506420 = -139929.568948
  nChanged 13
		SP:Iteration 9Q (27720.730000 sec): 3 clusters
  Score: Raw -142247.137025 + Penalty 2311.506420 = -139935.630606
  nChanged 5
		SP:Iteration 10Q (27720.900000 sec): 3 clusters
  Score: Raw -142250.495887 + Penalty 2311.506420 = -139938.989467
  nChanged 5
		SP:Iteration 11Q (27721.060000 sec): 3 clusters
  Score: Raw -142254.712152 + Penalty 2311.506420 = -139943.205732
  nChanged 4
		SP:Iteration 12Q (27721.230000 sec): 3 clusters
  Score: Raw -142258.238518 + Penalty 2311.506420 = -139946.732098
  nChanged 2
		SP:Iteration 13Q (27721.450000 sec): 3 clusters
  Score: Raw -142259.521226 + Penalty 2311.506420 = -139948.014807
  nChanged 1
		SP:Iteration 14Q (27721.610000 sec): 3 clusters
  Score: Raw -142259.691711 + Penalty 2311.506420 = -139948.185292
  nChanged 0
		SP:Iteration 15F (27721.770000 sec): 3 clusters
  Score: Raw -142259.691711 + Penalty 2311.506420 = -139948.185292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27722.590000 sec): 2 clusters
  Score: Raw -19265229.099635 + Penalty 1943.357482 = -19263285.742153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27723.430000 sec): 3 clusters
  Score: Raw -19162077.833712 + Penalty 3886.714963 = -19158191.118749
  nChanged 75651
		SP:Iteration 1F (27724.290000 sec): 3 clusters
  Score: Raw -19205990.797901 + Penalty 3886.714963 = -19202104.082938
  nChanged 4156
		SP:Iteration 2Q (27725.140000 sec): 3 clusters
  Score: Raw -19206978.273345 + Penalty 3886.714963 = -19203091.558382
  nChanged 4833
		SP:Iteration 3Q (27726.030000 sec): 3 clusters
  Score: Raw -19208618.712196 + Penalty 3886.714963 = -19204731.997233
  nChanged 6186
		SP:Iteration 4Q (27726.910000 sec): 3 clusters
  Score: Raw -19211508.264401 + Penalty 3886.714963 = -19207621.549438
  nChanged 8253
		SP:Iteration 5F (27727.750000 sec): 3 clusters
  Score: Raw -19216538.868106 + Penalty 3886.714963 = -19212652.153143
  nChanged 10563
		SP:Iteration 6F (27728.610000 sec): 3 clusters
  Score: Raw -19224619.135251 + Penalty 3886.714963 = -19220732.420287
  nChanged 12236
		SP:Iteration 7F (27729.410000 sec): 3 clusters
  Score: Raw -19235438.356850 + Penalty 3886.714963 = -19231551.641887
  nChanged 11939
		SP:Iteration 8F (27730.290000 sec): 3 clusters
  Score: Raw -19246784.256361 + Penalty 3886.714963 = -19242897.541398
  nChanged 9273
		SP:Iteration 9F (27731.130000 sec): 3 clusters
  Score: Raw -19255615.496502 + Penalty 3886.714963 = -19251728.781539
  nChanged 5662
		SP:Iteration 10Q (27731.970000 sec): 3 clusters
  Score: Raw -19260734.902983 + Penalty 3886.714963 = -19256848.188020
  nChanged 2895
		SP:Iteration 11Q (27732.880000 sec): 3 clusters
  Score: Raw -19263195.066442 + Penalty 3886.714963 = -19259308.351479
  nChanged 1448
		SP:Iteration 12Q (27733.670000 sec): 3 clusters
  Score: Raw -19264362.300499 + Penalty 3886.714963 = -19260475.585536
  nChanged 729
		SP:Iteration 13Q (27734.410000 sec): 3 clusters
  Score: Raw -19264900.545299 + Penalty 3886.714963 = -19261013.830335
  nChanged 407
		SP:Iteration 14Q (27735.290000 sec): 3 clusters
  Score: Raw -19265169.536965 + Penalty 3886.714963 = -19261282.822002
  nChanged 260
		SP:Iteration 15Q (27736.150000 sec): 3 clusters
  Score: Raw -19265335.052678 + Penalty 3886.714963 = -19261448.337715
  nChanged 169
		SP:Iteration 16Q (27736.950000 sec): 3 clusters
  Score: Raw -19265428.786432 + Penalty 3886.714963 = -19261542.071469
  nChanged 128
		SP:Iteration 17Q (27737.720000 sec): 3 clusters
  Score: Raw -19265497.470529 + Penalty 3886.714963 = -19261610.755566
  nChanged 99
		SP:Iteration 18Q (27738.530000 sec): 3 clusters
  Score: Raw -19265550.134049 + Penalty 3886.714963 = -19261663.419086
  nChanged 77
		SP:Iteration 19Q (27739.300000 sec): 3 clusters
  Score: Raw -19265588.590663 + Penalty 3886.714963 = -19261701.875699
  nChanged 64
		SP:Iteration 20F (27740.110000 sec): 3 clusters
  Score: Raw -19265619.773791 + Penalty 3886.714963 = -19261733.058827
  nChanged 55
		SP:Iteration 21Q (27740.930000 sec): 3 clusters
  Score: Raw -19265646.398075 + Penalty 3886.714963 = -19261759.683112
  nChanged 43
		SP:Iteration 22Q (27741.700000 sec): 3 clusters
  Score: Raw -19265667.036985 + Penalty 3886.714963 = -19261780.322022
  nChanged 34
		SP:Iteration 23Q (27742.420000 sec): 3 clusters
  Score: Raw -19265682.285746 + Penalty 3886.714963 = -19261795.570783
  nChanged 25
		SP:Iteration 24Q (27743.150000 sec): 3 clusters
  Score: Raw -19265691.690454 + Penalty 3886.714963 = -19261804.975490
  nChanged 10
		SP:Iteration 25Q (27743.870000 sec): 3 clusters
  Score: Raw -19265694.982936 + Penalty 3886.714963 = -19261808.267973
  nChanged 5
		SP:Iteration 26Q (27744.630000 sec): 3 clusters
  Score: Raw -19265697.192361 + Penalty 3886.714963 = -19261810.477398
  nChanged 7
		SP:Iteration 27Q (27745.390000 sec): 3 clusters
  Score: Raw -19265698.751351 + Penalty 3886.714963 = -19261812.036388
  nChanged 5
		SP:Iteration 28Q (27746.140000 sec): 3 clusters
  Score: Raw -19265700.966107 + Penalty 3886.714963 = -19261814.251143
  nChanged 8
		SP:Iteration 29Q (27746.870000 sec): 3 clusters
  Score: Raw -19265704.234124 + Penalty 3886.714963 = -19261817.519161
  nChanged 7
		SP:Iteration 30Q (27747.570000 sec): 3 clusters
  Score: Raw -19265707.387885 + Penalty 3886.714963 = -19261820.672922
  nChanged 8
		SP:Iteration 31Q (27748.310000 sec): 3 clusters
  Score: Raw -19265710.134912 + Penalty 3886.714963 = -19261823.419949
  nChanged 8
		SP:Iteration 32Q (27749.130000 sec): 3 clusters
  Score: Raw -19265712.662494 + Penalty 3886.714963 = -19261825.947531
  nChanged 6
		SP:Iteration 33Q (27749.960000 sec): 3 clusters
  Score: Raw -19265714.799583 + Penalty 3886.714963 = -19261828.084620
  nChanged 3
		SP:Iteration 34Q (27750.760000 sec): 3 clusters
  Score: Raw -19265716.273176 + Penalty 3886.714963 = -19261829.558213
  nChanged 4
		SP:Iteration 35Q (27751.570000 sec): 3 clusters
  Score: Raw -19265718.866742 + Penalty 3886.714963 = -19261832.151779
  nChanged 4
		SP:Iteration 36Q (27752.390000 sec): 3 clusters
  Score: Raw -19265720.876513 + Penalty 3886.714963 = -19261834.161550
  nChanged 2
		SP:Iteration 37Q (27753.190000 sec): 3 clusters
  Score: Raw -19265721.428591 + Penalty 3886.714963 = -19261834.713627
  nChanged 2
		SP:Iteration 38Q (27754.000000 sec): 3 clusters
  Score: Raw -19265722.022116 + Penalty 3886.714963 = -19261835.307153
  nChanged 3
		SP:Iteration 39Q (27754.840000 sec): 3 clusters
  Score: Raw -19265723.083101 + Penalty 3886.714963 = -19261836.368138
  nChanged 2
		SP:Iteration 40F (27755.670000 sec): 3 clusters
  Score: Raw -19265723.970586 + Penalty 3886.714963 = -19261837.255623
  nChanged 2
		SP:Iteration 41Q (27756.440000 sec): 3 clusters
  Score: Raw -19265724.664478 + Penalty 3886.714963 = -19261837.949515
  nChanged 0
		SP:Iteration 42F (27757.280000 sec): 3 clusters
  Score: Raw -19265724.664478 + Penalty 3886.714963 = -19261837.949515
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27757.460000 sec): 2 clusters
  Score: Raw -145424.602811 + Penalty 1154.289835 = -144270.312976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27757.650000 sec): 3 clusters
  Score: Raw -144970.343800 + Penalty 2308.579670 = -142661.764129
  nChanged 386
		SP:Iteration 1F (27757.870000 sec): 3 clusters
  Score: Raw -145224.451480 + Penalty 2308.579670 = -142915.871809
  nChanged 91
		SP:Iteration 2F (27758.010000 sec): 3 clusters
  Score: Raw -145307.548549 + Penalty 2308.579670 = -142998.968878
  nChanged 56
		SP:Iteration 3Q (27758.210000 sec): 3 clusters
  Score: Raw -145357.841481 + Penalty 2308.579670 = -143049.261810
  nChanged 28
		SP:Iteration 4Q (27758.320000 sec): 3 clusters
  Score: Raw -145379.994223 + Penalty 2308.579670 = -143071.414553
  nChanged 21
		SP:Iteration 5Q (27758.500000 sec): 3 clusters
  Score: Raw -145401.056177 + Penalty 2308.579670 = -143092.476506
  nChanged 21
		SP:Iteration 6Q (27758.670000 sec): 3 clusters
  Score: Raw -145419.151828 + Penalty 2308.579670 = -143110.572157
  nChanged 14
		SP:Iteration 7Q (27758.870000 sec): 3 clusters
  Score: Raw -145428.860897 + Penalty 2308.579670 = -143120.281227
  nChanged 11
		SP:Iteration 8Q (27759.010000 sec): 3 clusters
  Score: Raw -145438.057230 + Penalty 2308.579670 = -143129.477560
  nChanged 10
		SP:Iteration 9Q (27759.150000 sec): 3 clusters
  Score: Raw -145445.729012 + Penalty 2308.579670 = -143137.149341
  nChanged 12
		SP:Iteration 10Q (27759.330000 sec): 3 clusters
  Score: Raw -145454.609999 + Penalty 2308.579670 = -143146.030329
  nChanged 6
		SP:Iteration 11Q (27759.510000 sec): 3 clusters
  Score: Raw -145458.336177 + Penalty 2308.579670 = -143149.756507
  nChanged 7
		SP:Iteration 12Q (27759.670000 sec): 3 clusters
  Score: Raw -145462.581727 + Penalty 2308.579670 = -143154.002057
  nChanged 5
		SP:Iteration 13Q (27759.870000 sec): 3 clusters
  Score: Raw -145466.889078 + Penalty 2308.579670 = -143158.309408
  nChanged 5
		SP:Iteration 14Q (27760.030000 sec): 3 clusters
  Score: Raw -145470.510491 + Penalty 2308.579670 = -143161.930821
  nChanged 10
		SP:Iteration 15Q (27760.210000 sec): 3 clusters
  Score: Raw -145479.113525 + Penalty 2308.579670 = -143170.533855
  nChanged 9
		SP:Iteration 16Q (27760.360000 sec): 3 clusters
  Score: Raw -145486.710785 + Penalty 2308.579670 = -143178.131115
  nChanged 9
		SP:Iteration 17Q (27760.570000 sec): 3 clusters
  Score: Raw -145493.024899 + Penalty 2308.579670 = -143184.445229
  nChanged 7
		SP:Iteration 18Q (27760.710000 sec): 3 clusters
  Score: Raw -145498.053238 + Penalty 2308.579670 = -143189.473568
  nChanged 3
		SP:Iteration 19Q (27760.940000 sec): 3 clusters
  Score: Raw -145499.539145 + Penalty 2308.579670 = -143190.959475
  nChanged 1
		SP:Iteration 20F (27761.110000 sec): 3 clusters
  Score: Raw -145500.580507 + Penalty 2308.579670 = -143192.000837
  nChanged 3
		SP:Iteration 21Q (27761.270000 sec): 3 clusters
  Score: Raw -145502.256860 + Penalty 2308.579670 = -143193.677190
  nChanged 1
		SP:Iteration 22Q (27761.400000 sec): 3 clusters
  Score: Raw -145502.993542 + Penalty 2308.579670 = -143194.413872
  nChanged 2
		SP:Iteration 23Q (27761.570000 sec): 3 clusters
  Score: Raw -145504.447616 + Penalty 2308.579670 = -143195.867946
  nChanged 1
		SP:Iteration 24Q (27761.740000 sec): 3 clusters
  Score: Raw -145505.677671 + Penalty 2308.579670 = -143197.098000
  nChanged 0
		SP:Iteration 25F (27761.890000 sec): 3 clusters
  Score: Raw -145505.677671 + Penalty 2308.579670 = -143197.098000
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27761.990000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27762.130000 sec): 3 clusters
  Score: Raw -42468.825131 + Penalty 1938.997690 = -40529.827441
  nChanged 87
		SP:Iteration 1F (27762.290000 sec): 3 clusters
  Score: Raw -42628.836510 + Penalty 1938.997690 = -40689.838820
  nChanged 19
		SP:Iteration 2Q (27762.470000 sec): 3 clusters
  Score: Raw -42670.409669 + Penalty 1938.997690 = -40731.411979
  nChanged 9
		SP:Iteration 3Q (27762.670000 sec): 3 clusters
  Score: Raw -42690.787237 + Penalty 1938.997690 = -40751.789546
  nChanged 4
		SP:Iteration 4Q (27762.850000 sec): 3 clusters
  Score: Raw -42697.021682 + Penalty 1938.997690 = -40758.023992
  nChanged 1
		SP:Iteration 5Q (27762.990000 sec): 3 clusters
  Score: Raw -42699.320210 + Penalty 1938.997690 = -40760.322520
  nChanged 2
		SP:Iteration 6Q (27763.160000 sec): 3 clusters
  Score: Raw -42701.676667 + Penalty 1938.997690 = -40762.678977
  nChanged 0
		SP:Iteration 7F (27763.310000 sec): 3 clusters
  Score: Raw -42701.676667 + Penalty 1938.997690 = -40762.678977
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27763.500000 sec): 2 clusters
  Score: Raw -2197643.054176 + Penalty 1588.599193 = -2196054.454983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27763.770000 sec): 3 clusters
  Score: Raw -2187161.886063 + Penalty 3177.198385 = -2183984.687678
  nChanged 7846
		SP:Iteration 1F (27764.000000 sec): 3 clusters
  Score: Raw -2191413.489784 + Penalty 3177.198385 = -2188236.291398
  nChanged 934
		SP:Iteration 2F (27764.260000 sec): 3 clusters
  Score: Raw -2191780.462646 + Penalty 3177.198385 = -2188603.264261
  nChanged 914
		SP:Iteration 3F (27764.530000 sec): 3 clusters
  Score: Raw -2192202.199058 + Penalty 3177.198385 = -2189025.000673
  nChanged 1022
		SP:Iteration 4F (27764.750000 sec): 3 clusters
  Score: Raw -2192794.672295 + Penalty 3177.198385 = -2189617.473909
  nChanged 1214
		SP:Iteration 5F (27765.040000 sec): 3 clusters
  Score: Raw -2193674.310110 + Penalty 3177.198385 = -2190497.111725
  nChanged 1314
		SP:Iteration 6F (27765.290000 sec): 3 clusters
  Score: Raw -2194768.179512 + Penalty 3177.198385 = -2191590.981126
  nChanged 1223
		SP:Iteration 7F (27765.510000 sec): 3 clusters
  Score: Raw -2195891.324447 + Penalty 3177.198385 = -2192714.126061
  nChanged 916
		SP:Iteration 8F (27765.750000 sec): 3 clusters
  Score: Raw -2196779.574387 + Penalty 3177.198385 = -2193602.376002
  nChanged 553
		SP:Iteration 9Q (27766.010000 sec): 3 clusters
  Score: Raw -2197320.792702 + Penalty 3177.198385 = -2194143.594317
  nChanged 251
		SP:Iteration 10Q (27766.270000 sec): 3 clusters
  Score: Raw -2197578.375617 + Penalty 3177.198385 = -2194401.177231
  nChanged 99
		SP:Iteration 11Q (27766.510000 sec): 3 clusters
  Score: Raw -2197700.325359 + Penalty 3177.198385 = -2194523.126973
  nChanged 36
		SP:Iteration 12Q (27766.720000 sec): 3 clusters
  Score: Raw -2197745.282924 + Penalty 3177.198385 = -2194568.084538
  nChanged 13
		SP:Iteration 13Q (27766.970000 sec): 3 clusters
  Score: Raw -2197765.700523 + Penalty 3177.198385 = -2194588.502137
  nChanged 7
		SP:Iteration 14Q (27767.210000 sec): 3 clusters
  Score: Raw -2197776.539396 + Penalty 3177.198385 = -2194599.341011
  nChanged 7
		SP:Iteration 15Q (27767.460000 sec): 3 clusters
  Score: Raw -2197789.176318 + Penalty 3177.198385 = -2194611.977932
  nChanged 4
		SP:Iteration 16Q (27767.660000 sec): 3 clusters
  Score: Raw -2197793.152220 + Penalty 3177.198385 = -2194615.953834
  nChanged 4
		SP:Iteration 17Q (27767.920000 sec): 3 clusters
  Score: Raw -2197800.411308 + Penalty 3177.198385 = -2194623.212922
  nChanged 3
		SP:Iteration 18Q (27768.160000 sec): 3 clusters
  Score: Raw -2197806.646402 + Penalty 3177.198385 = -2194629.448017
  nChanged 2
		SP:Iteration 19Q (27768.400000 sec): 3 clusters
  Score: Raw -2197808.861100 + Penalty 3177.198385 = -2194631.662714
  nChanged 2
		SP:Iteration 20F (27768.680000 sec): 3 clusters
  Score: Raw -2197811.411287 + Penalty 3177.198385 = -2194634.212902
  nChanged 3
		SP:Iteration 21Q (27768.880000 sec): 3 clusters
  Score: Raw -2197814.882495 + Penalty 3177.198385 = -2194637.684109
  nChanged 1
		SP:Iteration 22Q (27769.120000 sec): 3 clusters
  Score: Raw -2197815.948930 + Penalty 3177.198385 = -2194638.750545
  nChanged 1
		SP:Iteration 23Q (27769.350000 sec): 3 clusters
  Score: Raw -2197817.738763 + Penalty 3177.198385 = -2194640.540378
  nChanged 0
		SP:Iteration 24F (27769.640000 sec): 3 clusters
  Score: Raw -2197817.738763 + Penalty 3177.198385 = -2194640.540378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27769.740000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27769.950000 sec): 3 clusters
  Score: Raw -147203.114531 + Penalty 2334.264436 = -144868.850095
  nChanged 433
		SP:Iteration 1F (27770.120000 sec): 3 clusters
  Score: Raw -147652.182082 + Penalty 2334.264436 = -145317.917645
  nChanged 139
		SP:Iteration 2F (27770.290000 sec): 3 clusters
  Score: Raw -147877.117084 + Penalty 2334.264436 = -145542.852648
  nChanged 95
		SP:Iteration 3F (27770.490000 sec): 3 clusters
  Score: Raw -148009.187289 + Penalty 2334.264436 = -145674.922852
  nChanged 81
		SP:Iteration 4F (27770.660000 sec): 3 clusters
  Score: Raw -148121.633244 + Penalty 2334.264436 = -145787.368808
  nChanged 45
		SP:Iteration 5Q (27770.840000 sec): 3 clusters
  Score: Raw -148178.549133 + Penalty 2334.264436 = -145844.284697
  nChanged 37
		SP:Iteration 6Q (27771.000000 sec): 3 clusters
  Score: Raw -148221.167805 + Penalty 2334.264436 = -145886.903369
  nChanged 16
		SP:Iteration 7Q (27771.170000 sec): 3 clusters
  Score: Raw -148239.199610 + Penalty 2334.264436 = -145904.935174
  nChanged 13
		SP:Iteration 8Q (27771.350000 sec): 3 clusters
  Score: Raw -148256.099976 + Penalty 2334.264436 = -145921.835540
  nChanged 10
		SP:Iteration 9Q (27771.540000 sec): 3 clusters
  Score: Raw -148265.575566 + Penalty 2334.264436 = -145931.311130
  nChanged 6
		SP:Iteration 10Q (27771.750000 sec): 3 clusters
  Score: Raw -148274.862735 + Penalty 2334.264436 = -145940.598299
  nChanged 5
		SP:Iteration 11Q (27771.920000 sec): 3 clusters
  Score: Raw -148280.682700 + Penalty 2334.264436 = -145946.418264
  nChanged 3
		SP:Iteration 12Q (27772.050000 sec): 3 clusters
  Score: Raw -148284.473935 + Penalty 2334.264436 = -145950.209499
  nChanged 1
		SP:Iteration 13Q (27772.240000 sec): 3 clusters
  Score: Raw -148285.270946 + Penalty 2334.264436 = -145951.006510
  nChanged 0
		SP:Iteration 14F (27772.430000 sec): 3 clusters
  Score: Raw -148285.270946 + Penalty 2334.264436 = -145951.006510
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27772.570000 sec): 2 clusters
  Score: Raw -450588.169107 + Penalty 1343.251721 = -449244.917386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27772.740000 sec): 3 clusters
  Score: Raw -448618.220224 + Penalty 2686.503442 = -445931.716782
  nChanged 1569
		SP:Iteration 1F (27772.940000 sec): 3 clusters
  Score: Raw -449568.539607 + Penalty 2686.503442 = -446882.036166
  nChanged 344
		SP:Iteration 2F (27773.100000 sec): 3 clusters
  Score: Raw -449828.622621 + Penalty 2686.503442 = -447142.119179
  nChanged 294
		SP:Iteration 3F (27773.260000 sec): 3 clusters
  Score: Raw -450079.140389 + Penalty 2686.503442 = -447392.636947
  nChanged 259
		SP:Iteration 4F (27773.440000 sec): 3 clusters
  Score: Raw -450288.064426 + Penalty 2686.503442 = -447601.560984
  nChanged 193
		SP:Iteration 5Q (27773.580000 sec): 3 clusters
  Score: Raw -450415.449063 + Penalty 2686.503442 = -447728.945622
  nChanged 147
		SP:Iteration 6Q (27773.770000 sec): 3 clusters
  Score: Raw -450505.102373 + Penalty 2686.503442 = -447818.598931
  nChanged 114
		SP:Iteration 7Q (27773.930000 sec): 3 clusters
  Score: Raw -450585.658501 + Penalty 2686.503442 = -447899.155059
  nChanged 96
		SP:Iteration 8Q (27774.080000 sec): 3 clusters
  Score: Raw -450654.710296 + Penalty 2686.503442 = -447968.206854
  nChanged 95
		SP:Iteration 9Q (27774.300000 sec): 3 clusters
  Score: Raw -450714.915834 + Penalty 2686.503442 = -448028.412393
  nChanged 64
		SP:Iteration 10Q (27774.450000 sec): 3 clusters
  Score: Raw -450749.895904 + Penalty 2686.503442 = -448063.392462
  nChanged 44
		SP:Iteration 11Q (27774.690000 sec): 3 clusters
  Score: Raw -450770.987155 + Penalty 2686.503442 = -448084.483713
  nChanged 53
		SP:Iteration 12Q (27774.870000 sec): 3 clusters
  Score: Raw -450795.171220 + Penalty 2686.503442 = -448108.667778
  nChanged 44
		SP:Iteration 13Q (27775.020000 sec): 3 clusters
  Score: Raw -450818.476626 + Penalty 2686.503442 = -448131.973184
  nChanged 32
		SP:Iteration 14Q (27775.170000 sec): 3 clusters
  Score: Raw -450835.170816 + Penalty 2686.503442 = -448148.667374
  nChanged 37
		SP:Iteration 15Q (27775.340000 sec): 3 clusters
  Score: Raw -450853.589873 + Penalty 2686.503442 = -448167.086431
  nChanged 32
		SP:Iteration 16Q (27775.570000 sec): 3 clusters
  Score: Raw -450871.528551 + Penalty 2686.503442 = -448185.025109
  nChanged 32
		SP:Iteration 17Q (27775.760000 sec): 3 clusters
  Score: Raw -450886.508545 + Penalty 2686.503442 = -448200.005103
  nChanged 24
		SP:Iteration 18Q (27775.920000 sec): 3 clusters
  Score: Raw -450893.771861 + Penalty 2686.503442 = -448207.268419
  nChanged 15
		SP:Iteration 19Q (27776.100000 sec): 3 clusters
  Score: Raw -450898.351139 + Penalty 2686.503442 = -448211.847697
  nChanged 11
		SP:Iteration 20F (27776.280000 sec): 3 clusters
  Score: Raw -450901.104735 + Penalty 2686.503442 = -448214.601293
  nChanged 5
		SP:Iteration 21Q (27776.460000 sec): 3 clusters
  Score: Raw -450902.925581 + Penalty 2686.503442 = -448216.422139
  nChanged 5
		SP:Iteration 22Q (27776.680000 sec): 3 clusters
  Score: Raw -450904.519191 + Penalty 2686.503442 = -448218.015749
  nChanged 2
		SP:Iteration 23Q (27776.900000 sec): 3 clusters
  Score: Raw -450905.269437 + Penalty 2686.503442 = -448218.765995
  nChanged 3
		SP:Iteration 24Q (27777.010000 sec): 3 clusters
  Score: Raw -450905.860937 + Penalty 2686.503442 = -448219.357495
  nChanged 1
		SP:Iteration 25Q (27777.180000 sec): 3 clusters
  Score: Raw -450906.177425 + Penalty 2686.503442 = -448219.673983
  nChanged 1
		SP:Iteration 26Q (27777.350000 sec): 3 clusters
  Score: Raw -450906.391352 + Penalty 2686.503442 = -448219.887911
  nChanged 2
		SP:Iteration 27Q (27777.550000 sec): 3 clusters
  Score: Raw -450907.046424 + Penalty 2686.503442 = -448220.542982
  nChanged 1
		SP:Iteration 28Q (27777.690000 sec): 3 clusters
  Score: Raw -450907.194551 + Penalty 2686.503442 = -448220.691109
  nChanged 1
		SP:Iteration 29Q (27777.870000 sec): 3 clusters
  Score: Raw -450907.336243 + Penalty 2686.503442 = -448220.832802
  nChanged 2
		SP:Iteration 30Q (27778.040000 sec): 3 clusters
  Score: Raw -450907.816589 + Penalty 2686.503442 = -448221.313148
  nChanged 1
		SP:Iteration 31Q (27778.210000 sec): 3 clusters
  Score: Raw -450908.291905 + Penalty 2686.503442 = -448221.788464
  nChanged 4
		SP:Iteration 32Q (27778.370000 sec): 3 clusters
  Score: Raw -450910.007959 + Penalty 2686.503442 = -448223.504517
  nChanged 3
		SP:Iteration 33Q (27778.550000 sec): 3 clusters
  Score: Raw -450910.447114 + Penalty 2686.503442 = -448223.943672
  nChanged 3
		SP:Iteration 34Q (27778.750000 sec): 3 clusters
  Score: Raw -450911.121646 + Penalty 2686.503442 = -448224.618204
  nChanged 2
		SP:Iteration 35Q (27778.930000 sec): 3 clusters
  Score: Raw -450911.523931 + Penalty 2686.503442 = -448225.020489
  nChanged 3
		SP:Iteration 36Q (27779.110000 sec): 3 clusters
  Score: Raw -450912.212226 + Penalty 2686.503442 = -448225.708784
  nChanged 2
		SP:Iteration 37Q (27779.320000 sec): 3 clusters
  Score: Raw -450912.562222 + Penalty 2686.503442 = -448226.058780
  nChanged 1
		SP:Iteration 38Q (27779.460000 sec): 3 clusters
  Score: Raw -450912.792055 + Penalty 2686.503442 = -448226.288613
  nChanged 2
		SP:Iteration 39Q (27779.610000 sec): 3 clusters
  Score: Raw -450913.230432 + Penalty 2686.503442 = -448226.726990
  nChanged 1
		SP:Iteration 40F (27779.790000 sec): 3 clusters
  Score: Raw -450913.588508 + Penalty 2686.503442 = -448227.085066
  nChanged 1
		SP:Iteration 41Q (27779.980000 sec): 3 clusters
  Score: Raw -450914.055760 + Penalty 2686.503442 = -448227.552318
  nChanged 2
		SP:Iteration 42Q (27780.130000 sec): 3 clusters
  Score: Raw -450915.188986 + Penalty 2686.503442 = -448228.685544
  nChanged 3
		SP:Iteration 43Q (27780.250000 sec): 3 clusters
  Score: Raw -450916.542251 + Penalty 2686.503442 = -448230.038810
  nChanged 4
		SP:Iteration 44Q (27780.450000 sec): 3 clusters
  Score: Raw -450917.750748 + Penalty 2686.503442 = -448231.247306
  nChanged 3
		SP:Iteration 45Q (27780.600000 sec): 3 clusters
  Score: Raw -450918.876728 + Penalty 2686.503442 = -448232.373286
  nChanged 2
		SP:Iteration 46Q (27780.800000 sec): 3 clusters
  Score: Raw -450919.392126 + Penalty 2686.503442 = -448232.888684
  nChanged 0
		SP:Iteration 47F (27780.970000 sec): 3 clusters
  Score: Raw -450919.392126 + Penalty 2686.503442 = -448232.888684
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27781.040000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27781.240000 sec): 3 clusters
  Score: Raw -19979.895184 + Penalty 1693.083000 = -18286.812185
  nChanged 20
		SP:Iteration 1F (27781.390000 sec): 3 clusters
  Score: Raw -20041.687883 + Penalty 1693.083000 = -18348.604883
  nChanged 3
		SP:Iteration 2Q (27781.570000 sec): 3 clusters
  Score: Raw -20054.396527 + Penalty 1693.083000 = -18361.313527
  nChanged 2
		SP:Iteration 3Q (27781.720000 sec): 3 clusters
  Score: Raw -20061.183739 + Penalty 1693.083000 = -18368.100739
  nChanged 2
		SP:Iteration 4Q (27781.840000 sec): 3 clusters
  Score: Raw -20069.303755 + Penalty 1693.083000 = -18376.220755
  nChanged 2
		SP:Iteration 5Q (27781.960000 sec): 3 clusters
  Score: Raw -20079.685859 + Penalty 1693.083000 = -18386.602860
  nChanged 3
		SP:Iteration 6Q (27782.170000 sec): 3 clusters
  Score: Raw -20091.227324 + Penalty 1693.083000 = -18398.144324
  nChanged 0
		SP:Iteration 7F (27782.330000 sec): 3 clusters
  Score: Raw -20091.227324 + Penalty 1693.083000 = -18398.144324
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27782.490000 sec): 2 clusters
  Score: Raw -1702353.629933 + Penalty 1556.115272 = -1700797.514661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27782.710000 sec): 3 clusters
  Score: Raw -1693966.082576 + Penalty 3112.230543 = -1690853.852032
  nChanged 6310
		SP:Iteration 1F (27782.900000 sec): 3 clusters
  Score: Raw -1697312.416869 + Penalty 3112.230543 = -1694200.186325
  nChanged 839
		SP:Iteration 2F (27783.140000 sec): 3 clusters
  Score: Raw -1697642.053175 + Penalty 3112.230543 = -1694529.822632
  nChanged 748
		SP:Iteration 3F (27783.370000 sec): 3 clusters
  Score: Raw -1697938.358410 + Penalty 3112.230543 = -1694826.127866
  nChanged 648
		SP:Iteration 4Q (27783.580000 sec): 3 clusters
  Score: Raw -1698198.040811 + Penalty 3112.230543 = -1695085.810268
  nChanged 600
		SP:Iteration 5Q (27783.830000 sec): 3 clusters
  Score: Raw -1698434.994253 + Penalty 3112.230543 = -1695322.763710
  nChanged 604
		SP:Iteration 6Q (27784.050000 sec): 3 clusters
  Score: Raw -1698692.925297 + Penalty 3112.230543 = -1695580.694754
  nChanged 575
		SP:Iteration 7Q (27784.280000 sec): 3 clusters
  Score: Raw -1698929.464048 + Penalty 3112.230543 = -1695817.233505
  nChanged 547
		SP:Iteration 8Q (27784.520000 sec): 3 clusters
  Score: Raw -1699149.563202 + Penalty 3112.230543 = -1696037.332659
  nChanged 520
		SP:Iteration 9Q (27784.740000 sec): 3 clusters
  Score: Raw -1699366.257661 + Penalty 3112.230543 = -1696254.027118
  nChanged 539
		SP:Iteration 10Q (27785.010000 sec): 3 clusters
  Score: Raw -1699608.964425 + Penalty 3112.230543 = -1696496.733881
  nChanged 541
		SP:Iteration 11Q (27785.220000 sec): 3 clusters
  Score: Raw -1699859.581386 + Penalty 3112.230543 = -1696747.350842
  nChanged 518
		SP:Iteration 12Q (27785.480000 sec): 3 clusters
  Score: Raw -1700105.967491 + Penalty 3112.230543 = -1696993.736947
  nChanged 507
		SP:Iteration 13Q (27785.710000 sec): 3 clusters
  Score: Raw -1700371.716906 + Penalty 3112.230543 = -1697259.486363
  nChanged 497
		SP:Iteration 14Q (27785.940000 sec): 3 clusters
  Score: Raw -1700641.773376 + Penalty 3112.230543 = -1697529.542833
  nChanged 479
		SP:Iteration 15Q (27786.190000 sec): 3 clusters
  Score: Raw -1700908.733088 + Penalty 3112.230543 = -1697796.502544
  nChanged 431
		SP:Iteration 16Q (27786.400000 sec): 3 clusters
  Score: Raw -1701148.970226 + Penalty 3112.230543 = -1698036.739682
  nChanged 391
		SP:Iteration 17Q (27786.640000 sec): 3 clusters
  Score: Raw -1701366.253238 + Penalty 3112.230543 = -1698254.022695
  nChanged 335
		SP:Iteration 18Q (27786.900000 sec): 3 clusters
  Score: Raw -1701565.564338 + Penalty 3112.230543 = -1698453.333794
  nChanged 287
		SP:Iteration 19Q (27787.150000 sec): 3 clusters
  Score: Raw -1701736.070361 + Penalty 3112.230543 = -1698623.839817
  nChanged 258
		SP:Iteration 20F (27787.370000 sec): 3 clusters
  Score: Raw -1701888.137005 + Penalty 3112.230543 = -1698775.906461
  nChanged 209
		SP:Iteration 21Q (27787.580000 sec): 3 clusters
  Score: Raw -1702012.287348 + Penalty 3112.230543 = -1698900.056805
  nChanged 190
		SP:Iteration 22Q (27787.870000 sec): 3 clusters
  Score: Raw -1702119.474448 + Penalty 3112.230543 = -1699007.243904
  nChanged 162
		SP:Iteration 23Q (27788.110000 sec): 3 clusters
  Score: Raw -1702207.574601 + Penalty 3112.230543 = -1699095.344058
  nChanged 133
		SP:Iteration 24Q (27788.330000 sec): 3 clusters
  Score: Raw -1702280.469942 + Penalty 3112.230543 = -1699168.239398
  nChanged 113
		SP:Iteration 25Q (27788.590000 sec): 3 clusters
  Score: Raw -1702341.595214 + Penalty 3112.230543 = -1699229.364670
  nChanged 83
		SP:Iteration 26Q (27788.800000 sec): 3 clusters
  Score: Raw -1702389.435559 + Penalty 3112.230543 = -1699277.205015
  nChanged 72
		SP:Iteration 27Q (27789.020000 sec): 3 clusters
  Score: Raw -1702427.926509 + Penalty 3112.230543 = -1699315.695966
  nChanged 57
		SP:Iteration 28Q (27789.250000 sec): 3 clusters
  Score: Raw -1702459.695718 + Penalty 3112.230543 = -1699347.465175
  nChanged 51
		SP:Iteration 29Q (27789.460000 sec): 3 clusters
  Score: Raw -1702481.439779 + Penalty 3112.230543 = -1699369.209235
  nChanged 45
		SP:Iteration 30Q (27789.680000 sec): 3 clusters
  Score: Raw -1702501.969385 + Penalty 3112.230543 = -1699389.738842
  nChanged 44
		SP:Iteration 31Q (27789.900000 sec): 3 clusters
  Score: Raw -1702529.889233 + Penalty 3112.230543 = -1699417.658690
  nChanged 39
		SP:Iteration 32Q (27790.130000 sec): 3 clusters
  Score: Raw -1702556.437498 + Penalty 3112.230543 = -1699444.206954
  nChanged 32
		SP:Iteration 33Q (27790.390000 sec): 3 clusters
  Score: Raw -1702571.528193 + Penalty 3112.230543 = -1699459.297649
  nChanged 24
		SP:Iteration 34Q (27790.590000 sec): 3 clusters
  Score: Raw -1702580.422084 + Penalty 3112.230543 = -1699468.191540
  nChanged 18
		SP:Iteration 35Q (27790.790000 sec): 3 clusters
  Score: Raw -1702587.568890 + Penalty 3112.230543 = -1699475.338346
  nChanged 11
		SP:Iteration 36Q (27791.000000 sec): 3 clusters
  Score: Raw -1702591.576421 + Penalty 3112.230543 = -1699479.345878
  nChanged 11
		SP:Iteration 37Q (27791.210000 sec): 3 clusters
  Score: Raw -1702594.520346 + Penalty 3112.230543 = -1699482.289802
  nChanged 5
		SP:Iteration 38Q (27791.460000 sec): 3 clusters
  Score: Raw -1702596.604790 + Penalty 3112.230543 = -1699484.374247
  nChanged 5
		SP:Iteration 39Q (27791.660000 sec): 3 clusters
  Score: Raw -1702599.081873 + Penalty 3112.230543 = -1699486.851329
  nChanged 5
		SP:Iteration 40F (27791.860000 sec): 3 clusters
  Score: Raw -1702600.549539 + Penalty 3112.230543 = -1699488.318995
  nChanged 5
		SP:Iteration 41Q (27792.120000 sec): 3 clusters
  Score: Raw -1702602.500923 + Penalty 3112.230543 = -1699490.270379
  nChanged 4
		SP:Iteration 42Q (27792.330000 sec): 3 clusters
  Score: Raw -1702603.772449 + Penalty 3112.230543 = -1699491.541905
  nChanged 2
		SP:Iteration 43Q (27792.550000 sec): 3 clusters
  Score: Raw -1702604.731012 + Penalty 3112.230543 = -1699492.500469
  nChanged 5
		SP:Iteration 44Q (27792.770000 sec): 3 clusters
  Score: Raw -1702605.734702 + Penalty 3112.230543 = -1699493.504159
  nChanged 5
		SP:Iteration 45Q (27792.980000 sec): 3 clusters
  Score: Raw -1702608.034350 + Penalty 3112.230543 = -1699495.803806
  nChanged 8
		SP:Iteration 46Q (27793.250000 sec): 3 clusters
  Score: Raw -1702611.191100 + Penalty 3112.230543 = -1699498.960556
  nChanged 8
		SP:Iteration 47Q (27793.430000 sec): 3 clusters
  Score: Raw -1702615.219459 + Penalty 3112.230543 = -1699502.988916
  nChanged 8
		SP:Iteration 48Q (27793.670000 sec): 3 clusters
  Score: Raw -1702617.682223 + Penalty 3112.230543 = -1699505.451679
  nChanged 5
		SP:Iteration 49Q (27793.920000 sec): 3 clusters
  Score: Raw -1702619.543555 + Penalty 3112.230543 = -1699507.313011
  nChanged 1
		SP:Iteration 50Q (27794.160000 sec): 3 clusters
  Score: Raw -1702619.957697 + Penalty 3112.230543 = -1699507.727153
  nChanged 1
		SP:Iteration 51Q (27794.360000 sec): 3 clusters
  Score: Raw -1702621.230254 + Penalty 3112.230543 = -1699508.999710
  nChanged 1
		SP:Iteration 52Q (27794.560000 sec): 3 clusters
  Score: Raw -1702621.467828 + Penalty 3112.230543 = -1699509.237285
  nChanged 0
		SP:Iteration 53F (27794.810000 sec): 3 clusters
  Score: Raw -1702621.467828 + Penalty 3112.230543 = -1699509.237285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27794.990000 sec): 2 clusters
  Score: Raw -2266363.985431 + Penalty 1594.588358 = -2264769.397074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27795.190000 sec): 3 clusters
  Score: Raw -2255526.111322 + Penalty 3189.176715 = -2252336.934607
  nChanged 8153
		SP:Iteration 1F (27795.480000 sec): 3 clusters
  Score: Raw -2260106.230900 + Penalty 3189.176715 = -2256917.054185
  nChanged 1079
		SP:Iteration 2F (27795.740000 sec): 3 clusters
  Score: Raw -2260665.851127 + Penalty 3189.176715 = -2257476.674411
  nChanged 1156
		SP:Iteration 3F (27795.990000 sec): 3 clusters
  Score: Raw -2261394.960550 + Penalty 3189.176715 = -2258205.783835
  nChanged 1224
		SP:Iteration 4F (27796.240000 sec): 3 clusters
  Score: Raw -2262302.336996 + Penalty 3189.176715 = -2259113.160280
  nChanged 1309
		SP:Iteration 5F (27796.500000 sec): 3 clusters
  Score: Raw -2263363.175074 + Penalty 3189.176715 = -2260173.998359
  nChanged 1333
		SP:Iteration 6F (27796.800000 sec): 3 clusters
  Score: Raw -2264503.131681 + Penalty 3189.176715 = -2261313.954965
  nChanged 1193
		SP:Iteration 7F (27797.030000 sec): 3 clusters
  Score: Raw -2265461.583028 + Penalty 3189.176715 = -2262272.406313
  nChanged 924
		SP:Iteration 8F (27797.280000 sec): 3 clusters
  Score: Raw -2266069.702577 + Penalty 3189.176715 = -2262880.525862
  nChanged 642
		SP:Iteration 9Q (27797.600000 sec): 3 clusters
  Score: Raw -2266424.911345 + Penalty 3189.176715 = -2263235.734629
  nChanged 458
		SP:Iteration 10Q (27797.860000 sec): 3 clusters
  Score: Raw -2266645.672707 + Penalty 3189.176715 = -2263456.495992
  nChanged 352
		SP:Iteration 11Q (27798.100000 sec): 3 clusters
  Score: Raw -2266791.407253 + Penalty 3189.176715 = -2263602.230538
  nChanged 257
		SP:Iteration 12Q (27798.320000 sec): 3 clusters
  Score: Raw -2266879.473663 + Penalty 3189.176715 = -2263690.296948
  nChanged 201
		SP:Iteration 13Q (27798.570000 sec): 3 clusters
  Score: Raw -2266934.617122 + Penalty 3189.176715 = -2263745.440407
  nChanged 141
		SP:Iteration 14Q (27798.810000 sec): 3 clusters
  Score: Raw -2266972.809701 + Penalty 3189.176715 = -2263783.632986
  nChanged 107
		SP:Iteration 15Q (27799.100000 sec): 3 clusters
  Score: Raw -2266998.255210 + Penalty 3189.176715 = -2263809.078494
  nChanged 103
		SP:Iteration 16Q (27799.360000 sec): 3 clusters
  Score: Raw -2267021.936426 + Penalty 3189.176715 = -2263832.759710
  nChanged 89
		SP:Iteration 17Q (27799.610000 sec): 3 clusters
  Score: Raw -2267042.613059 + Penalty 3189.176715 = -2263853.436343
  nChanged 82
		SP:Iteration 18Q (27799.850000 sec): 3 clusters
  Score: Raw -2267059.286692 + Penalty 3189.176715 = -2263870.109976
  nChanged 70
		SP:Iteration 19Q (27800.080000 sec): 3 clusters
  Score: Raw -2267072.146776 + Penalty 3189.176715 = -2263882.970060
  nChanged 55
		SP:Iteration 20F (27800.340000 sec): 3 clusters
  Score: Raw -2267082.321359 + Penalty 3189.176715 = -2263893.144644
  nChanged 39
		SP:Iteration 21Q (27800.580000 sec): 3 clusters
  Score: Raw -2267089.756391 + Penalty 3189.176715 = -2263900.579676
  nChanged 31
		SP:Iteration 22Q (27800.830000 sec): 3 clusters
  Score: Raw -2267095.531146 + Penalty 3189.176715 = -2263906.354430
  nChanged 26
		SP:Iteration 23Q (27801.140000 sec): 3 clusters
  Score: Raw -2267099.910042 + Penalty 3189.176715 = -2263910.733326
  nChanged 30
		SP:Iteration 24Q (27801.420000 sec): 3 clusters
  Score: Raw -2267104.398402 + Penalty 3189.176715 = -2263915.221686
  nChanged 24
		SP:Iteration 25Q (27801.700000 sec): 3 clusters
  Score: Raw -2267108.313396 + Penalty 3189.176715 = -2263919.136680
  nChanged 26
		SP:Iteration 26Q (27801.940000 sec): 3 clusters
  Score: Raw -2267113.987271 + Penalty 3189.176715 = -2263924.810556
  nChanged 32
		SP:Iteration 27Q (27802.200000 sec): 3 clusters
  Score: Raw -2267119.650443 + Penalty 3189.176715 = -2263930.473727
  nChanged 33
		SP:Iteration 28Q (27802.440000 sec): 3 clusters
  Score: Raw -2267124.736987 + Penalty 3189.176715 = -2263935.560272
  nChanged 34
		SP:Iteration 29Q (27802.720000 sec): 3 clusters
  Score: Raw -2267131.409738 + Penalty 3189.176715 = -2263942.233023
  nChanged 24
		SP:Iteration 30Q (27802.960000 sec): 3 clusters
  Score: Raw -2267135.606708 + Penalty 3189.176715 = -2263946.429992
  nChanged 21
		SP:Iteration 31Q (27803.210000 sec): 3 clusters
  Score: Raw -2267139.156139 + Penalty 3189.176715 = -2263949.979424
  nChanged 17
		SP:Iteration 32Q (27803.440000 sec): 3 clusters
  Score: Raw -2267141.815861 + Penalty 3189.176715 = -2263952.639146
  nChanged 21
		SP:Iteration 33Q (27803.710000 sec): 3 clusters
  Score: Raw -2267144.029214 + Penalty 3189.176715 = -2263954.852499
  nChanged 10
		SP:Iteration 34Q (27803.970000 sec): 3 clusters
  Score: Raw -2267145.378285 + Penalty 3189.176715 = -2263956.201570
  nChanged 12
		SP:Iteration 35Q (27804.260000 sec): 3 clusters
  Score: Raw -2267147.178434 + Penalty 3189.176715 = -2263958.001718
  nChanged 9
		SP:Iteration 36Q (27804.480000 sec): 3 clusters
  Score: Raw -2267148.672672 + Penalty 3189.176715 = -2263959.495957
  nChanged 8
		SP:Iteration 37Q (27804.740000 sec): 3 clusters
  Score: Raw -2267150.343819 + Penalty 3189.176715 = -2263961.167103
  nChanged 13
		SP:Iteration 38Q (27804.980000 sec): 3 clusters
  Score: Raw -2267151.923346 + Penalty 3189.176715 = -2263962.746630
  nChanged 7
		SP:Iteration 39Q (27805.200000 sec): 3 clusters
  Score: Raw -2267152.630515 + Penalty 3189.176715 = -2263963.453799
  nChanged 4
		SP:Iteration 40F (27805.500000 sec): 3 clusters
  Score: Raw -2267153.081719 + Penalty 3189.176715 = -2263963.905003
  nChanged 7
		SP:Iteration 41Q (27805.710000 sec): 3 clusters
  Score: Raw -2267153.973498 + Penalty 3189.176715 = -2263964.796783
  nChanged 9
		SP:Iteration 42Q (27805.980000 sec): 3 clusters
  Score: Raw -2267155.331054 + Penalty 3189.176715 = -2263966.154339
  nChanged 12
		SP:Iteration 43Q (27806.240000 sec): 3 clusters
  Score: Raw -2267157.285903 + Penalty 3189.176715 = -2263968.109187
  nChanged 12
		SP:Iteration 44Q (27806.550000 sec): 3 clusters
  Score: Raw -2267158.775104 + Penalty 3189.176715 = -2263969.598388
  nChanged 11
		SP:Iteration 45Q (27806.780000 sec): 3 clusters
  Score: Raw -2267159.856951 + Penalty 3189.176715 = -2263970.680235
  nChanged 7
		SP:Iteration 46Q (27807.040000 sec): 3 clusters
  Score: Raw -2267161.191527 + Penalty 3189.176715 = -2263972.014812
  nChanged 11
		SP:Iteration 47Q (27807.340000 sec): 3 clusters
  Score: Raw -2267162.844233 + Penalty 3189.176715 = -2263973.667517
  nChanged 6
		SP:Iteration 48Q (27807.590000 sec): 3 clusters
  Score: Raw -2267163.353293 + Penalty 3189.176715 = -2263974.176578
  nChanged 5
		SP:Iteration 49Q (27807.820000 sec): 3 clusters
  Score: Raw -2267163.823905 + Penalty 3189.176715 = -2263974.647189
  nChanged 4
		SP:Iteration 50Q (27808.060000 sec): 3 clusters
  Score: Raw -2267164.160162 + Penalty 3189.176715 = -2263974.983446
  nChanged 4
		SP:Iteration 51Q (27808.340000 sec): 3 clusters
  Score: Raw -2267164.482763 + Penalty 3189.176715 = -2263975.306048
  nChanged 2
		SP:Iteration 52Q (27808.570000 sec): 3 clusters
  Score: Raw -2267164.571833 + Penalty 3189.176715 = -2263975.395118
  nChanged 0
		SP:Iteration 53F (27808.830000 sec): 3 clusters
  Score: Raw -2267164.571833 + Penalty 3189.176715 = -2263975.395118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27808.950000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27809.120000 sec): 3 clusters
  Score: Raw -83397.312096 + Penalty 2140.953755 = -81256.358341
  nChanged 192
		SP:Iteration 1F (27809.260000 sec): 3 clusters
  Score: Raw -83621.765485 + Penalty 2140.953755 = -81480.811730
  nChanged 72
		SP:Iteration 2F (27809.440000 sec): 3 clusters
  Score: Raw -83731.385559 + Penalty 2140.953755 = -81590.431804
  nChanged 33
		SP:Iteration 3Q (27809.620000 sec): 3 clusters
  Score: Raw -83816.140700 + Penalty 2140.953755 = -81675.186945
  nChanged 25
		SP:Iteration 4Q (27809.790000 sec): 3 clusters
  Score: Raw -83852.373082 + Penalty 2140.953755 = -81711.419328
  nChanged 16
		SP:Iteration 5Q (27809.940000 sec): 3 clusters
  Score: Raw -83874.281325 + Penalty 2140.953755 = -81733.327570
  nChanged 7
		SP:Iteration 6Q (27810.120000 sec): 3 clusters
  Score: Raw -83883.558224 + Penalty 2140.953755 = -81742.604469
  nChanged 7
		SP:Iteration 7Q (27810.320000 sec): 3 clusters
  Score: Raw -83892.334555 + Penalty 2140.953755 = -81751.380800
  nChanged 5
		SP:Iteration 8Q (27810.500000 sec): 3 clusters
  Score: Raw -83899.709826 + Penalty 2140.953755 = -81758.756071
  nChanged 3
		SP:Iteration 9Q (27810.650000 sec): 3 clusters
  Score: Raw -83903.388315 + Penalty 2140.953755 = -81762.434560
  nChanged 3
		SP:Iteration 10Q (27810.820000 sec): 3 clusters
  Score: Raw -83907.868670 + Penalty 2140.953755 = -81766.914915
  nChanged 3
		SP:Iteration 11Q (27811.000000 sec): 3 clusters
  Score: Raw -83913.954702 + Penalty 2140.953755 = -81773.000947
  nChanged 4
		SP:Iteration 12Q (27811.160000 sec): 3 clusters
  Score: Raw -83918.334064 + Penalty 2140.953755 = -81777.380309
  nChanged 2
		SP:Iteration 13Q (27811.340000 sec): 3 clusters
  Score: Raw -83919.962002 + Penalty 2140.953755 = -81779.008247
  nChanged 0
		SP:Iteration 14F (27811.540000 sec): 3 clusters
  Score: Raw -83919.962002 + Penalty 2140.953755 = -81779.008247
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27811.620000 sec): 2 clusters
  Score: Raw -227823.515071 + Penalty 1234.658417 = -226588.856654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27811.840000 sec): 3 clusters
  Score: Raw -226985.494616 + Penalty 2469.316834 = -224516.177782
  nChanged 691
		SP:Iteration 1F (27811.990000 sec): 3 clusters
  Score: Raw -227405.818994 + Penalty 2469.316834 = -224936.502160
  nChanged 163
		SP:Iteration 2F (27812.200000 sec): 3 clusters
  Score: Raw -227552.042133 + Penalty 2469.316834 = -225082.725299
  nChanged 109
		SP:Iteration 3F (27812.350000 sec): 3 clusters
  Score: Raw -227674.775712 + Penalty 2469.316834 = -225205.458878
  nChanged 104
		SP:Iteration 4F (27812.580000 sec): 3 clusters
  Score: Raw -227802.062551 + Penalty 2469.316834 = -225332.745717
  nChanged 93
		SP:Iteration 5Q (27812.700000 sec): 3 clusters
  Score: Raw -227918.203656 + Penalty 2469.316834 = -225448.886822
  nChanged 96
		SP:Iteration 6Q (27812.930000 sec): 3 clusters
  Score: Raw -228019.235153 + Penalty 2469.316834 = -225549.918319
  nChanged 80
		SP:Iteration 7Q (27813.090000 sec): 3 clusters
  Score: Raw -228100.009453 + Penalty 2469.316834 = -225630.692620
  nChanged 72
		SP:Iteration 8Q (27813.270000 sec): 3 clusters
  Score: Raw -228161.548955 + Penalty 2469.316834 = -225692.232121
  nChanged 57
		SP:Iteration 9Q (27813.460000 sec): 3 clusters
  Score: Raw -228217.939039 + Penalty 2469.316834 = -225748.622205
  nChanged 45
		SP:Iteration 10Q (27813.590000 sec): 3 clusters
  Score: Raw -228261.907871 + Penalty 2469.316834 = -225792.591037
  nChanged 39
		SP:Iteration 11Q (27813.780000 sec): 3 clusters
  Score: Raw -228286.763108 + Penalty 2469.316834 = -225817.446275
  nChanged 21
		SP:Iteration 12Q (27813.960000 sec): 3 clusters
  Score: Raw -228301.170410 + Penalty 2469.316834 = -225831.853576
  nChanged 16
		SP:Iteration 13Q (27814.180000 sec): 3 clusters
  Score: Raw -228310.951093 + Penalty 2469.316834 = -225841.634259
  nChanged 14
		SP:Iteration 14Q (27814.370000 sec): 3 clusters
  Score: Raw -228319.334585 + Penalty 2469.316834 = -225850.017751
  nChanged 17
		SP:Iteration 15Q (27814.540000 sec): 3 clusters
  Score: Raw -228328.290184 + Penalty 2469.316834 = -225858.973350
  nChanged 15
		SP:Iteration 16Q (27814.730000 sec): 3 clusters
  Score: Raw -228337.071517 + Penalty 2469.316834 = -225867.754683
  nChanged 13
		SP:Iteration 17Q (27814.880000 sec): 3 clusters
  Score: Raw -228346.096436 + Penalty 2469.316834 = -225876.779602
  nChanged 11
		SP:Iteration 18Q (27815.120000 sec): 3 clusters
  Score: Raw -228350.753015 + Penalty 2469.316834 = -225881.436181
  nChanged 6
		SP:Iteration 19Q (27815.300000 sec): 3 clusters
  Score: Raw -228355.609153 + Penalty 2469.316834 = -225886.292319
  nChanged 8
		SP:Iteration 20F (27815.440000 sec): 3 clusters
  Score: Raw -228358.562489 + Penalty 2469.316834 = -225889.245655
  nChanged 2
		SP:Iteration 21Q (27815.670000 sec): 3 clusters
  Score: Raw -228359.320785 + Penalty 2469.316834 = -225890.003951
  nChanged 1
		SP:Iteration 22Q (27815.830000 sec): 3 clusters
  Score: Raw -228359.589500 + Penalty 2469.316834 = -225890.272666
  nChanged 2
		SP:Iteration 23Q (27816.030000 sec): 3 clusters
  Score: Raw -228360.140574 + Penalty 2469.316834 = -225890.823740
  nChanged 0
		SP:Iteration 24F (27816.210000 sec): 3 clusters
  Score: Raw -228360.140574 + Penalty 2469.316834 = -225890.823740
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27816.310000 sec): 2 clusters
  Score: Raw -876991.375607 + Penalty 1461.593358 = -875529.782249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27816.540000 sec): 3 clusters
  Score: Raw -872505.240523 + Penalty 2923.186716 = -869582.053807
  nChanged 3423
		SP:Iteration 1F (27816.740000 sec): 3 clusters
  Score: Raw -874443.472826 + Penalty 2923.186716 = -871520.286110
  nChanged 626
		SP:Iteration 2F (27816.940000 sec): 3 clusters
  Score: Raw -874859.110713 + Penalty 2923.186716 = -871935.923996
  nChanged 581
		SP:Iteration 3F (27817.170000 sec): 3 clusters
  Score: Raw -875302.611962 + Penalty 2923.186716 = -872379.425246
  nChanged 572
		SP:Iteration 4F (27817.370000 sec): 3 clusters
  Score: Raw -875736.162150 + Penalty 2923.186716 = -872812.975434
  nChanged 485
		SP:Iteration 5F (27817.570000 sec): 3 clusters
  Score: Raw -876082.719575 + Penalty 2923.186716 = -873159.532858
  nChanged 427
		SP:Iteration 6F (27817.760000 sec): 3 clusters
  Score: Raw -876400.376204 + Penalty 2923.186716 = -873477.189488
  nChanged 353
		SP:Iteration 7Q (27817.930000 sec): 3 clusters
  Score: Raw -876617.983841 + Penalty 2923.186716 = -873694.797125
  nChanged 283
		SP:Iteration 8Q (27818.160000 sec): 3 clusters
  Score: Raw -876758.884580 + Penalty 2923.186716 = -873835.697864
  nChanged 203
		SP:Iteration 9Q (27818.350000 sec): 3 clusters
  Score: Raw -876846.308266 + Penalty 2923.186716 = -873923.121550
  nChanged 165
		SP:Iteration 10Q (27818.570000 sec): 3 clusters
  Score: Raw -876914.361004 + Penalty 2923.186716 = -873991.174288
  nChanged 139
		SP:Iteration 11Q (27818.740000 sec): 3 clusters
  Score: Raw -876964.683327 + Penalty 2923.186716 = -874041.496611
  nChanged 121
		SP:Iteration 12Q (27818.920000 sec): 3 clusters
  Score: Raw -876999.211356 + Penalty 2923.186716 = -874076.024639
  nChanged 88
		SP:Iteration 13Q (27819.130000 sec): 3 clusters
  Score: Raw -877028.743493 + Penalty 2923.186716 = -874105.556777
  nChanged 89
		SP:Iteration 14Q (27819.350000 sec): 3 clusters
  Score: Raw -877056.589482 + Penalty 2923.186716 = -874133.402766
  nChanged 74
		SP:Iteration 15Q (27819.530000 sec): 3 clusters
  Score: Raw -877082.779943 + Penalty 2923.186716 = -874159.593227
  nChanged 84
		SP:Iteration 16Q (27819.780000 sec): 3 clusters
  Score: Raw -877110.789438 + Penalty 2923.186716 = -874187.602721
  nChanged 77
		SP:Iteration 17Q (27819.960000 sec): 3 clusters
  Score: Raw -877137.169187 + Penalty 2923.186716 = -874213.982471
  nChanged 75
		SP:Iteration 18Q (27820.150000 sec): 3 clusters
  Score: Raw -877159.326023 + Penalty 2923.186716 = -874236.139307
  nChanged 64
		SP:Iteration 19Q (27820.370000 sec): 3 clusters
  Score: Raw -877177.006707 + Penalty 2923.186716 = -874253.819991
  nChanged 47
		SP:Iteration 20F (27820.580000 sec): 3 clusters
  Score: Raw -877188.940874 + Penalty 2923.186716 = -874265.754157
  nChanged 51
		SP:Iteration 21Q (27820.780000 sec): 3 clusters
  Score: Raw -877200.403316 + Penalty 2923.186716 = -874277.216600
  nChanged 41
		SP:Iteration 22Q (27821.010000 sec): 3 clusters
  Score: Raw -877208.193817 + Penalty 2923.186716 = -874285.007100
  nChanged 36
		SP:Iteration 23Q (27821.200000 sec): 3 clusters
  Score: Raw -877215.829936 + Penalty 2923.186716 = -874292.643220
  nChanged 34
		SP:Iteration 24Q (27821.440000 sec): 3 clusters
  Score: Raw -877223.462213 + Penalty 2923.186716 = -874300.275497
  nChanged 32
		SP:Iteration 25Q (27821.620000 sec): 3 clusters
  Score: Raw -877231.602690 + Penalty 2923.186716 = -874308.415974
  nChanged 41
		SP:Iteration 26Q (27821.830000 sec): 3 clusters
  Score: Raw -877243.552494 + Penalty 2923.186716 = -874320.365778
  nChanged 41
		SP:Iteration 27Q (27822.010000 sec): 3 clusters
  Score: Raw -877253.833790 + Penalty 2923.186716 = -874330.647073
  nChanged 54
		SP:Iteration 28Q (27822.190000 sec): 3 clusters
  Score: Raw -877266.322732 + Penalty 2923.186716 = -874343.136015
  nChanged 42
		SP:Iteration 29Q (27822.400000 sec): 3 clusters
  Score: Raw -877274.222668 + Penalty 2923.186716 = -874351.035951
  nChanged 31
		SP:Iteration 30Q (27822.640000 sec): 3 clusters
  Score: Raw -877280.882207 + Penalty 2923.186716 = -874357.695490
  nChanged 33
		SP:Iteration 31Q (27822.840000 sec): 3 clusters
  Score: Raw -877286.732402 + Penalty 2923.186716 = -874363.545685
  nChanged 33
		SP:Iteration 32Q (27823.050000 sec): 3 clusters
  Score: Raw -877293.509931 + Penalty 2923.186716 = -874370.323215
  nChanged 34
		SP:Iteration 33Q (27823.250000 sec): 3 clusters
  Score: Raw -877301.706240 + Penalty 2923.186716 = -874378.519524
  nChanged 31
		SP:Iteration 34Q (27823.450000 sec): 3 clusters
  Score: Raw -877307.297027 + Penalty 2923.186716 = -874384.110310
  nChanged 24
		SP:Iteration 35Q (27823.640000 sec): 3 clusters
  Score: Raw -877312.434991 + Penalty 2923.186716 = -874389.248275
  nChanged 25
		SP:Iteration 36Q (27823.840000 sec): 3 clusters
  Score: Raw -877317.835368 + Penalty 2923.186716 = -874394.648652
  nChanged 36
		SP:Iteration 37Q (27824.050000 sec): 3 clusters
  Score: Raw -877325.576107 + Penalty 2923.186716 = -874402.389390
  nChanged 43
		SP:Iteration 38Q (27824.250000 sec): 3 clusters
  Score: Raw -877334.121566 + Penalty 2923.186716 = -874410.934849
  nChanged 33
		SP:Iteration 39Q (27824.470000 sec): 3 clusters
  Score: Raw -877340.297445 + Penalty 2923.186716 = -874417.110729
  nChanged 23
		SP:Iteration 40F (27824.650000 sec): 3 clusters
  Score: Raw -877344.416013 + Penalty 2923.186716 = -874421.229297
  nChanged 19
		SP:Iteration 41Q (27824.890000 sec): 3 clusters
  Score: Raw -877349.393483 + Penalty 2923.186716 = -874426.206767
  nChanged 23
		SP:Iteration 42Q (27825.100000 sec): 3 clusters
  Score: Raw -877355.805997 + Penalty 2923.186716 = -874432.619280
  nChanged 34
		SP:Iteration 43Q (27825.270000 sec): 3 clusters
  Score: Raw -877362.949216 + Penalty 2923.186716 = -874439.762500
  nChanged 31
		SP:Iteration 44Q (27825.490000 sec): 3 clusters
  Score: Raw -877368.773212 + Penalty 2923.186716 = -874445.586495
  nChanged 28
		SP:Iteration 45Q (27825.720000 sec): 3 clusters
  Score: Raw -877374.626914 + Penalty 2923.186716 = -874451.440198
  nChanged 23
		SP:Iteration 46Q (27825.930000 sec): 3 clusters
  Score: Raw -877379.741428 + Penalty 2923.186716 = -874456.554711
  nChanged 26
		SP:Iteration 47Q (27826.130000 sec): 3 clusters
  Score: Raw -877386.129668 + Penalty 2923.186716 = -874462.942952
  nChanged 30
		SP:Iteration 48Q (27826.270000 sec): 3 clusters
  Score: Raw -877392.167634 + Penalty 2923.186716 = -874468.980918
  nChanged 28
		SP:Iteration 49Q (27826.470000 sec): 3 clusters
  Score: Raw -877397.849796 + Penalty 2923.186716 = -874474.663079
  nChanged 28
		SP:Iteration 50Q (27826.690000 sec): 3 clusters
  Score: Raw -877404.581475 + Penalty 2923.186716 = -874481.394758
  nChanged 29
		SP:Iteration 51Q (27826.890000 sec): 3 clusters
  Score: Raw -877410.391773 + Penalty 2923.186716 = -874487.205056
  nChanged 26
		SP:Iteration 52Q (27827.100000 sec): 3 clusters
  Score: Raw -877419.113896 + Penalty 2923.186716 = -874495.927179
  nChanged 40
		SP:Iteration 53Q (27827.310000 sec): 3 clusters
  Score: Raw -877431.493845 + Penalty 2923.186716 = -874508.307129
  nChanged 42
		SP:Iteration 54Q (27827.480000 sec): 3 clusters
  Score: Raw -877441.568800 + Penalty 2923.186716 = -874518.382084
  nChanged 41
		SP:Iteration 55Q (27827.690000 sec): 3 clusters
  Score: Raw -877451.286035 + Penalty 2923.186716 = -874528.099319
  nChanged 37
		SP:Iteration 56Q (27827.900000 sec): 3 clusters
  Score: Raw -877460.186161 + Penalty 2923.186716 = -874536.999445
  nChanged 36
		SP:Iteration 57Q (27828.070000 sec): 3 clusters
  Score: Raw -877468.293887 + Penalty 2923.186716 = -874545.107171
  nChanged 33
		SP:Iteration 58Q (27828.300000 sec): 3 clusters
  Score: Raw -877475.803418 + Penalty 2923.186716 = -874552.616702
  nChanged 36
		SP:Iteration 59Q (27828.490000 sec): 3 clusters
  Score: Raw -877481.660072 + Penalty 2923.186716 = -874558.473356
  nChanged 28
		SP:Iteration 60F (27828.680000 sec): 3 clusters
  Score: Raw -877487.484183 + Penalty 2923.186716 = -874564.297467
  nChanged 32
		SP:Iteration 61Q (27828.900000 sec): 3 clusters
  Score: Raw -877493.391148 + Penalty 2923.186716 = -874570.204432
  nChanged 26
		SP:Iteration 62Q (27829.080000 sec): 3 clusters
  Score: Raw -877498.469400 + Penalty 2923.186716 = -874575.282684
  nChanged 27
		SP:Iteration 63Q (27829.270000 sec): 3 clusters
  Score: Raw -877502.923894 + Penalty 2923.186716 = -874579.737178
  nChanged 18
		SP:Iteration 64Q (27829.500000 sec): 3 clusters
  Score: Raw -877505.863805 + Penalty 2923.186716 = -874582.677089
  nChanged 15
		SP:Iteration 65Q (27829.680000 sec): 3 clusters
  Score: Raw -877508.223550 + Penalty 2923.186716 = -874585.036833
  nChanged 15
		SP:Iteration 66Q (27829.910000 sec): 3 clusters
  Score: Raw -877512.465551 + Penalty 2923.186716 = -874589.278835
  nChanged 25
		SP:Iteration 67Q (27830.080000 sec): 3 clusters
  Score: Raw -877518.948186 + Penalty 2923.186716 = -874595.761470
  nChanged 24
		SP:Iteration 68Q (27830.300000 sec): 3 clusters
  Score: Raw -877524.138554 + Penalty 2923.186716 = -874600.951838
  nChanged 24
		SP:Iteration 69Q (27830.500000 sec): 3 clusters
  Score: Raw -877528.859577 + Penalty 2923.186716 = -874605.672861
  nChanged 21
		SP:Iteration 70Q (27830.710000 sec): 3 clusters
  Score: Raw -877533.391369 + Penalty 2923.186716 = -874610.204652
  nChanged 23
		SP:Iteration 71Q (27830.900000 sec): 3 clusters
  Score: Raw -877537.587407 + Penalty 2923.186716 = -874614.400691
  nChanged 21
		SP:Iteration 72Q (27831.100000 sec): 3 clusters
  Score: Raw -877541.735419 + Penalty 2923.186716 = -874618.548702
  nChanged 25
		SP:Iteration 73Q (27831.340000 sec): 3 clusters
  Score: Raw -877548.119118 + Penalty 2923.186716 = -874624.932401
  nChanged 26
		SP:Iteration 74Q (27831.540000 sec): 3 clusters
  Score: Raw -877553.183998 + Penalty 2923.186716 = -874629.997281
  nChanged 17
		SP:Iteration 75Q (27831.730000 sec): 3 clusters
  Score: Raw -877555.724558 + Penalty 2923.186716 = -874632.537842
  nChanged 20
		SP:Iteration 76Q (27831.930000 sec): 3 clusters
  Score: Raw -877559.478605 + Penalty 2923.186716 = -874636.291889
  nChanged 13
		SP:Iteration 77Q (27832.150000 sec): 3 clusters
  Score: Raw -877561.454772 + Penalty 2923.186716 = -874638.268056
  nChanged 14
		SP:Iteration 78Q (27832.330000 sec): 3 clusters
  Score: Raw -877565.136253 + Penalty 2923.186716 = -874641.949536
  nChanged 17
		SP:Iteration 79Q (27832.530000 sec): 3 clusters
  Score: Raw -877567.982761 + Penalty 2923.186716 = -874644.796045
  nChanged 14
		SP:Iteration 80F (27832.760000 sec): 3 clusters
  Score: Raw -877570.000226 + Penalty 2923.186716 = -874646.813510
  nChanged 10
		SP:Iteration 81Q (27832.970000 sec): 3 clusters
  Score: Raw -877571.742275 + Penalty 2923.186716 = -874648.555559
  nChanged 12
		SP:Iteration 82Q (27833.170000 sec): 3 clusters
  Score: Raw -877574.173167 + Penalty 2923.186716 = -874650.986450
  nChanged 11
		SP:Iteration 83Q (27833.380000 sec): 3 clusters
  Score: Raw -877575.901460 + Penalty 2923.186716 = -874652.714744
  nChanged 6
		SP:Iteration 84Q (27833.600000 sec): 3 clusters
  Score: Raw -877576.756076 + Penalty 2923.186716 = -874653.569360
  nChanged 5
		SP:Iteration 85Q (27833.830000 sec): 3 clusters
  Score: Raw -877577.321054 + Penalty 2923.186716 = -874654.134338
  nChanged 2
		SP:Iteration 86Q (27834.020000 sec): 3 clusters
  Score: Raw -877577.566627 + Penalty 2923.186716 = -874654.379911
  nChanged 3
		SP:Iteration 87Q (27834.200000 sec): 3 clusters
  Score: Raw -877577.992935 + Penalty 2923.186716 = -874654.806219
  nChanged 3
		SP:Iteration 88Q (27834.410000 sec): 3 clusters
  Score: Raw -877578.697621 + Penalty 2923.186716 = -874655.510905
  nChanged 4
		SP:Iteration 89Q (27834.620000 sec): 3 clusters
  Score: Raw -877579.271650 + Penalty 2923.186716 = -874656.084933
  nChanged 4
		SP:Iteration 90Q (27834.840000 sec): 3 clusters
  Score: Raw -877579.917879 + Penalty 2923.186716 = -874656.731162
  nChanged 2
		SP:Iteration 91Q (27835.040000 sec): 3 clusters
  Score: Raw -877580.237933 + Penalty 2923.186716 = -874657.051216
  nChanged 3
		SP:Iteration 92Q (27835.210000 sec): 3 clusters
  Score: Raw -877581.043971 + Penalty 2923.186716 = -874657.857255
  nChanged 4
		SP:Iteration 93Q (27835.410000 sec): 3 clusters
  Score: Raw -877581.806937 + Penalty 2923.186716 = -874658.620221
  nChanged 2
		SP:Iteration 94Q (27835.610000 sec): 3 clusters
  Score: Raw -877581.904108 + Penalty 2923.186716 = -874658.717392
  nChanged 0
		SP:Iteration 95F (27835.810000 sec): 3 clusters
  Score: Raw -877581.904108 + Penalty 2923.186716 = -874658.717392
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27835.910000 sec): 2 clusters
  Score: Raw -289285.268388 + Penalty 1273.217360 = -288012.051027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27836.110000 sec): 3 clusters
  Score: Raw -288182.602105 + Penalty 2546.434720 = -285636.167385
  nChanged 909
		SP:Iteration 1F (27836.300000 sec): 3 clusters
  Score: Raw -288820.921286 + Penalty 2546.434720 = -286274.486566
  nChanged 243
		SP:Iteration 2F (27836.450000 sec): 3 clusters
  Score: Raw -289068.853770 + Penalty 2546.434720 = -286522.419049
  nChanged 156
		SP:Iteration 3F (27836.600000 sec): 3 clusters
  Score: Raw -289244.863633 + Penalty 2546.434720 = -286698.428912
  nChanged 144
		SP:Iteration 4F (27836.810000 sec): 3 clusters
  Score: Raw -289380.159036 + Penalty 2546.434720 = -286833.724316
  nChanged 117
		SP:Iteration 5Q (27836.960000 sec): 3 clusters
  Score: Raw -289465.500397 + Penalty 2546.434720 = -286919.065677
  nChanged 67
		SP:Iteration 6Q (27837.160000 sec): 3 clusters
  Score: Raw -289524.705430 + Penalty 2546.434720 = -286978.270710
  nChanged 72
		SP:Iteration 7Q (27837.340000 sec): 3 clusters
  Score: Raw -289569.840301 + Penalty 2546.434720 = -287023.405581
  nChanged 45
		SP:Iteration 8Q (27837.530000 sec): 3 clusters
  Score: Raw -289594.325182 + Penalty 2546.434720 = -287047.890461
  nChanged 38
		SP:Iteration 9Q (27837.730000 sec): 3 clusters
  Score: Raw -289610.589640 + Penalty 2546.434720 = -287064.154919
  nChanged 21
		SP:Iteration 10Q (27837.930000 sec): 3 clusters
  Score: Raw -289618.153522 + Penalty 2546.434720 = -287071.718801
  nChanged 10
		SP:Iteration 11Q (27838.080000 sec): 3 clusters
  Score: Raw -289622.527670 + Penalty 2546.434720 = -287076.092950
  nChanged 11
		SP:Iteration 12Q (27838.270000 sec): 3 clusters
  Score: Raw -289625.609931 + Penalty 2546.434720 = -287079.175210
  nChanged 8
		SP:Iteration 13Q (27838.470000 sec): 3 clusters
  Score: Raw -289628.990708 + Penalty 2546.434720 = -287082.555987
  nChanged 6
		SP:Iteration 14Q (27838.640000 sec): 3 clusters
  Score: Raw -289631.933276 + Penalty 2546.434720 = -287085.498556
  nChanged 12
		SP:Iteration 15Q (27838.820000 sec): 3 clusters
  Score: Raw -289635.191307 + Penalty 2546.434720 = -287088.756587
  nChanged 7
		SP:Iteration 16Q (27839.040000 sec): 3 clusters
  Score: Raw -289636.901779 + Penalty 2546.434720 = -287090.467059
  nChanged 4
		SP:Iteration 17Q (27839.190000 sec): 3 clusters
  Score: Raw -289638.394863 + Penalty 2546.434720 = -287091.960143
  nChanged 3
		SP:Iteration 18Q (27839.390000 sec): 3 clusters
  Score: Raw -289639.254680 + Penalty 2546.434720 = -287092.819960
  nChanged 3
		SP:Iteration 19Q (27839.550000 sec): 3 clusters
  Score: Raw -289639.965174 + Penalty 2546.434720 = -287093.530454
  nChanged 2
		SP:Iteration 20F (27839.790000 sec): 3 clusters
  Score: Raw -289641.015121 + Penalty 2546.434720 = -287094.580401
  nChanged 4
		SP:Iteration 21Q (27839.980000 sec): 3 clusters
  Score: Raw -289642.345771 + Penalty 2546.434720 = -287095.911050
  nChanged 2
		SP:Iteration 22Q (27840.150000 sec): 3 clusters
  Score: Raw -289642.962267 + Penalty 2546.434720 = -287096.527546
  nChanged 4
		SP:Iteration 23Q (27840.330000 sec): 3 clusters
  Score: Raw -289643.656644 + Penalty 2546.434720 = -287097.221923
  nChanged 2
		SP:Iteration 24Q (27840.530000 sec): 3 clusters
  Score: Raw -289644.494720 + Penalty 2546.434720 = -287098.059999
  nChanged 1
		SP:Iteration 25Q (27840.690000 sec): 3 clusters
  Score: Raw -289644.737403 + Penalty 2546.434720 = -287098.302683
  nChanged 3
		SP:Iteration 26Q (27840.840000 sec): 3 clusters
  Score: Raw -289645.725304 + Penalty 2546.434720 = -287099.290583
  nChanged 1
		SP:Iteration 27Q (27841.000000 sec): 3 clusters
  Score: Raw -289646.187035 + Penalty 2546.434720 = -287099.752314
  nChanged 2
		SP:Iteration 28Q (27841.210000 sec): 3 clusters
  Score: Raw -289646.721680 + Penalty 2546.434720 = -287100.286959
  nChanged 1
		SP:Iteration 29Q (27841.390000 sec): 3 clusters
  Score: Raw -289647.139744 + Penalty 2546.434720 = -287100.705024
  nChanged 2
		SP:Iteration 30Q (27841.570000 sec): 3 clusters
  Score: Raw -289647.528525 + Penalty 2546.434720 = -287101.093805
  nChanged 1
		SP:Iteration 31Q (27841.740000 sec): 3 clusters
  Score: Raw -289647.645324 + Penalty 2546.434720 = -287101.210604
  nChanged 2
		SP:Iteration 32Q (27841.930000 sec): 3 clusters
  Score: Raw -289648.047591 + Penalty 2546.434720 = -287101.612870
  nChanged 2
		SP:Iteration 33Q (27842.080000 sec): 3 clusters
  Score: Raw -289648.730891 + Penalty 2546.434720 = -287102.296171
  nChanged 1
		SP:Iteration 34Q (27842.270000 sec): 3 clusters
  Score: Raw -289648.954950 + Penalty 2546.434720 = -287102.520230
  nChanged 0
		SP:Iteration 35F (27842.420000 sec): 3 clusters
  Score: Raw -289648.954950 + Penalty 2546.434720 = -287102.520230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27842.580000 sec): 2 clusters
  Score: Raw -667161.888365 + Penalty 1399.738485 = -665762.149881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27842.740000 sec): 3 clusters
  Score: Raw -664263.582678 + Penalty 2799.476969 = -661464.105709
  nChanged 2229
		SP:Iteration 1F (27842.930000 sec): 3 clusters
  Score: Raw -665463.873786 + Penalty 2799.476969 = -662664.396817
  nChanged 412
		SP:Iteration 2F (27843.110000 sec): 3 clusters
  Score: Raw -665723.825008 + Penalty 2799.476969 = -662924.348039
  nChanged 382
		SP:Iteration 3F (27843.280000 sec): 3 clusters
  Score: Raw -665991.262934 + Penalty 2799.476969 = -663191.785965
  nChanged 371
		SP:Iteration 4F (27843.500000 sec): 3 clusters
  Score: Raw -666270.777252 + Penalty 2799.476969 = -663471.300283
  nChanged 343
		SP:Iteration 5F (27843.700000 sec): 3 clusters
  Score: Raw -666517.337119 + Penalty 2799.476969 = -663717.860150
  nChanged 288
		SP:Iteration 6F (27843.910000 sec): 3 clusters
  Score: Raw -666733.547094 + Penalty 2799.476969 = -663934.070125
  nChanged 256
		SP:Iteration 7Q (27844.120000 sec): 3 clusters
  Score: Raw -666922.377589 + Penalty 2799.476969 = -664122.900620
  nChanged 202
		SP:Iteration 8Q (27844.300000 sec): 3 clusters
  Score: Raw -667045.913865 + Penalty 2799.476969 = -664246.436896
  nChanged 154
		SP:Iteration 9Q (27844.500000 sec): 3 clusters
  Score: Raw -667127.948166 + Penalty 2799.476969 = -664328.471197
  nChanged 130
		SP:Iteration 10Q (27844.690000 sec): 3 clusters
  Score: Raw -667198.770724 + Penalty 2799.476969 = -664399.293755
  nChanged 91
		SP:Iteration 11Q (27844.880000 sec): 3 clusters
  Score: Raw -667249.157367 + Penalty 2799.476969 = -664449.680398
  nChanged 67
		SP:Iteration 12Q (27845.040000 sec): 3 clusters
  Score: Raw -667282.308497 + Penalty 2799.476969 = -664482.831528
  nChanged 65
		SP:Iteration 13Q (27845.200000 sec): 3 clusters
  Score: Raw -667305.165130 + Penalty 2799.476969 = -664505.688161
  nChanged 37
		SP:Iteration 14Q (27845.420000 sec): 3 clusters
  Score: Raw -667315.098360 + Penalty 2799.476969 = -664515.621391
  nChanged 20
		SP:Iteration 15Q (27845.620000 sec): 3 clusters
  Score: Raw -667320.806529 + Penalty 2799.476969 = -664521.329560
  nChanged 19
		SP:Iteration 16Q (27845.780000 sec): 3 clusters
  Score: Raw -667326.290196 + Penalty 2799.476969 = -664526.813227
  nChanged 18
		SP:Iteration 17Q (27845.970000 sec): 3 clusters
  Score: Raw -667331.501906 + Penalty 2799.476969 = -664532.024937
  nChanged 16
		SP:Iteration 18Q (27846.170000 sec): 3 clusters
  Score: Raw -667336.139616 + Penalty 2799.476969 = -664536.662647
  nChanged 15
		SP:Iteration 19Q (27846.360000 sec): 3 clusters
  Score: Raw -667340.290396 + Penalty 2799.476969 = -664540.813427
  nChanged 8
		SP:Iteration 20F (27846.560000 sec): 3 clusters
  Score: Raw -667342.237319 + Penalty 2799.476969 = -664542.760350
  nChanged 4
		SP:Iteration 21Q (27846.730000 sec): 3 clusters
  Score: Raw -667343.051963 + Penalty 2799.476969 = -664543.574994
  nChanged 5
		SP:Iteration 22Q (27846.910000 sec): 3 clusters
  Score: Raw -667344.110281 + Penalty 2799.476969 = -664544.633312
  nChanged 8
		SP:Iteration 23Q (27847.110000 sec): 3 clusters
  Score: Raw -667346.113757 + Penalty 2799.476969 = -664546.636788
  nChanged 7
		SP:Iteration 24Q (27847.360000 sec): 3 clusters
  Score: Raw -667347.868439 + Penalty 2799.476969 = -664548.391470
  nChanged 3
		SP:Iteration 25Q (27847.510000 sec): 3 clusters
  Score: Raw -667348.348154 + Penalty 2799.476969 = -664548.871185
  nChanged 1
		SP:Iteration 26Q (27847.690000 sec): 3 clusters
  Score: Raw -667348.606140 + Penalty 2799.476969 = -664549.129171
  nChanged 2
		SP:Iteration 27Q (27847.930000 sec): 3 clusters
  Score: Raw -667348.800165 + Penalty 2799.476969 = -664549.323196
  nChanged 1
		SP:Iteration 28Q (27848.100000 sec): 3 clusters
  Score: Raw -667348.910624 + Penalty 2799.476969 = -664549.433655
  nChanged 2
		SP:Iteration 29Q (27848.280000 sec): 3 clusters
  Score: Raw -667349.900303 + Penalty 2799.476969 = -664550.423334
  nChanged 6
		SP:Iteration 30Q (27848.460000 sec): 3 clusters
  Score: Raw -667350.855864 + Penalty 2799.476969 = -664551.378895
  nChanged 1
		SP:Iteration 31Q (27848.640000 sec): 3 clusters
  Score: Raw -667351.232594 + Penalty 2799.476969 = -664551.755625
  nChanged 1
		SP:Iteration 32Q (27848.840000 sec): 3 clusters
  Score: Raw -667351.530434 + Penalty 2799.476969 = -664552.053465
  nChanged 1
		SP:Iteration 33Q (27849.000000 sec): 3 clusters
  Score: Raw -667351.740876 + Penalty 2799.476969 = -664552.263907
  nChanged 1
		SP:Iteration 34Q (27849.190000 sec): 3 clusters
  Score: Raw -667351.882980 + Penalty 2799.476969 = -664552.406011
  nChanged 1
		SP:Iteration 35Q (27849.370000 sec): 3 clusters
  Score: Raw -667351.967725 + Penalty 2799.476969 = -664552.490756
  nChanged 0
		SP:Iteration 36F (27849.550000 sec): 3 clusters
  Score: Raw -667351.967725 + Penalty 2799.476969 = -664552.490756
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27850.300000 sec): 2 clusters
  Score: Raw -14733558.394342 + Penalty 1899.654937 = -14731658.739405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27851.020000 sec): 3 clusters
  Score: Raw -14655461.319005 + Penalty 3799.309874 = -14651662.009131
  nChanged 57352
		SP:Iteration 1F (27851.680000 sec): 3 clusters
  Score: Raw -14688721.046481 + Penalty 3799.309874 = -14684921.736607
  nChanged 3143
		SP:Iteration 2Q (27852.390000 sec): 3 clusters
  Score: Raw -14689325.902868 + Penalty 3799.309874 = -14685526.592994
  nChanged 3225
		SP:Iteration 3Q (27853.130000 sec): 3 clusters
  Score: Raw -14690033.656422 + Penalty 3799.309874 = -14686234.346548
  nChanged 3533
		SP:Iteration 4Q (27853.880000 sec): 3 clusters
  Score: Raw -14690950.006770 + Penalty 3799.309874 = -14687150.696896
  nChanged 3938
		SP:Iteration 5Q (27854.610000 sec): 3 clusters
  Score: Raw -14692182.676369 + Penalty 3799.309874 = -14688383.366495
  nChanged 4526
		SP:Iteration 6Q (27855.330000 sec): 3 clusters
  Score: Raw -14693881.886606 + Penalty 3799.309874 = -14690082.576733
  nChanged 5283
		SP:Iteration 7Q (27856.060000 sec): 3 clusters
  Score: Raw -14696305.455837 + Penalty 3799.309874 = -14692506.145963
  nChanged 6041
		SP:Iteration 8F (27856.740000 sec): 3 clusters
  Score: Raw -14699612.829019 + Penalty 3799.309874 = -14695813.519145
  nChanged 6805
		SP:Iteration 9F (27857.370000 sec): 3 clusters
  Score: Raw -14703927.999219 + Penalty 3799.309874 = -14700128.689345
  nChanged 6904
		SP:Iteration 10F (27858.000000 sec): 3 clusters
  Score: Raw -14708442.314554 + Penalty 3799.309874 = -14704643.004681
  nChanged 6225
		SP:Iteration 11F (27858.720000 sec): 3 clusters
  Score: Raw -14711707.544867 + Penalty 3799.309874 = -14707908.234993
  nChanged 4431
		SP:Iteration 12Q (27859.410000 sec): 3 clusters
  Score: Raw -14713130.259907 + Penalty 3799.309874 = -14709330.950033
  nChanged 2588
		SP:Iteration 13Q (27860.050000 sec): 3 clusters
  Score: Raw -14713577.562520 + Penalty 3799.309874 = -14709778.252646
  nChanged 1385
		SP:Iteration 14Q (27860.670000 sec): 3 clusters
  Score: Raw -14713746.062117 + Penalty 3799.309874 = -14709946.752243
  nChanged 903
		SP:Iteration 15Q (27861.280000 sec): 3 clusters
  Score: Raw -14713846.155111 + Penalty 3799.309874 = -14710046.845237
  nChanged 726
		SP:Iteration 16Q (27861.940000 sec): 3 clusters
  Score: Raw -14713925.665365 + Penalty 3799.309874 = -14710126.355491
  nChanged 692
		SP:Iteration 17Q (27862.610000 sec): 3 clusters
  Score: Raw -14714001.122846 + Penalty 3799.309874 = -14710201.812972
  nChanged 731
		SP:Iteration 18Q (27863.340000 sec): 3 clusters
  Score: Raw -14714087.654247 + Penalty 3799.309874 = -14710288.344374
  nChanged 825
		SP:Iteration 19Q (27864.060000 sec): 3 clusters
  Score: Raw -14714193.577153 + Penalty 3799.309874 = -14710394.267279
  nChanged 869
		SP:Iteration 20F (27864.760000 sec): 3 clusters
  Score: Raw -14714305.558651 + Penalty 3799.309874 = -14710506.248778
  nChanged 914
		SP:Iteration 21Q (27865.490000 sec): 3 clusters
  Score: Raw -14714423.359918 + Penalty 3799.309874 = -14710624.050045
  nChanged 915
		SP:Iteration 22Q (27866.240000 sec): 3 clusters
  Score: Raw -14714548.078167 + Penalty 3799.309874 = -14710748.768293
  nChanged 1015
		SP:Iteration 23Q (27866.980000 sec): 3 clusters
  Score: Raw -14714699.139097 + Penalty 3799.309874 = -14710899.829223
  nChanged 1065
		SP:Iteration 24Q (27867.660000 sec): 3 clusters
  Score: Raw -14714870.986903 + Penalty 3799.309874 = -14711071.677030
  nChanged 1147
		SP:Iteration 25Q (27868.380000 sec): 3 clusters
  Score: Raw -14715065.591324 + Penalty 3799.309874 = -14711266.281450
  nChanged 1231
		SP:Iteration 26Q (27869.180000 sec): 3 clusters
  Score: Raw -14715284.387465 + Penalty 3799.309874 = -14711485.077591
  nChanged 1293
		SP:Iteration 27Q (27869.990000 sec): 3 clusters
  Score: Raw -14715529.826113 + Penalty 3799.309874 = -14711730.516239
  nChanged 1391
		SP:Iteration 28Q (27870.730000 sec): 3 clusters
  Score: Raw -14715816.152686 + Penalty 3799.309874 = -14712016.842812
  nChanged 1454
		SP:Iteration 29Q (27871.400000 sec): 3 clusters
  Score: Raw -14716133.312070 + Penalty 3799.309874 = -14712334.002196
  nChanged 1519
		SP:Iteration 30Q (27872.080000 sec): 3 clusters
  Score: Raw -14716477.737617 + Penalty 3799.309874 = -14712678.427743
  nChanged 1606
		SP:Iteration 31Q (27872.730000 sec): 3 clusters
  Score: Raw -14716871.952550 + Penalty 3799.309874 = -14713072.642676
  nChanged 1812
		SP:Iteration 32Q (27873.380000 sec): 3 clusters
  Score: Raw -14717365.428080 + Penalty 3799.309874 = -14713566.118206
  nChanged 1925
		SP:Iteration 33Q (27874.080000 sec): 3 clusters
  Score: Raw -14717936.210929 + Penalty 3799.309874 = -14714136.901056
  nChanged 2021
		SP:Iteration 34Q (27874.760000 sec): 3 clusters
  Score: Raw -14718593.114041 + Penalty 3799.309874 = -14714793.804167
  nChanged 2179
		SP:Iteration 35Q (27875.430000 sec): 3 clusters
  Score: Raw -14719342.587316 + Penalty 3799.309874 = -14715543.277442
  nChanged 2230
		SP:Iteration 36Q (27876.120000 sec): 3 clusters
  Score: Raw -14720158.781544 + Penalty 3799.309874 = -14716359.471670
  nChanged 2301
		SP:Iteration 37Q (27876.820000 sec): 3 clusters
  Score: Raw -14721045.428105 + Penalty 3799.309874 = -14717246.118231
  nChanged 2287
		SP:Iteration 38Q (27877.470000 sec): 3 clusters
  Score: Raw -14721953.794191 + Penalty 3799.309874 = -14718154.484317
  nChanged 2288
		SP:Iteration 39Q (27878.170000 sec): 3 clusters
  Score: Raw -14722900.710187 + Penalty 3799.309874 = -14719101.400313
  nChanged 2246
		SP:Iteration 40F (27878.850000 sec): 3 clusters
  Score: Raw -14723858.199271 + Penalty 3799.309874 = -14720058.889397
  nChanged 2172
		SP:Iteration 41Q (27879.520000 sec): 3 clusters
  Score: Raw -14724805.309557 + Penalty 3799.309874 = -14721005.999683
  nChanged 2068
		SP:Iteration 42Q (27880.230000 sec): 3 clusters
  Score: Raw -14725731.504363 + Penalty 3799.309874 = -14721932.194489
  nChanged 1901
		SP:Iteration 43Q (27880.870000 sec): 3 clusters
  Score: Raw -14726572.833111 + Penalty 3799.309874 = -14722773.523237
  nChanged 1807
		SP:Iteration 44Q (27881.500000 sec): 3 clusters
  Score: Raw -14727378.399130 + Penalty 3799.309874 = -14723579.089256
  nChanged 1751
		SP:Iteration 45Q (27882.140000 sec): 3 clusters
  Score: Raw -14728210.574897 + Penalty 3799.309874 = -14724411.265023
  nChanged 1675
		SP:Iteration 46Q (27882.740000 sec): 3 clusters
  Score: Raw -14729010.352257 + Penalty 3799.309874 = -14725211.042383
  nChanged 1536
		SP:Iteration 47Q (27883.380000 sec): 3 clusters
  Score: Raw -14729758.849595 + Penalty 3799.309874 = -14725959.539721
  nChanged 1393
		SP:Iteration 48Q (27884.090000 sec): 3 clusters
  Score: Raw -14730440.423748 + Penalty 3799.309874 = -14726641.113874
  nChanged 1174
		SP:Iteration 49Q (27884.740000 sec): 3 clusters
  Score: Raw -14730984.522383 + Penalty 3799.309874 = -14727185.212509
  nChanged 1065
		SP:Iteration 50Q (27885.430000 sec): 3 clusters
  Score: Raw -14731457.473429 + Penalty 3799.309874 = -14727658.163555
  nChanged 903
		SP:Iteration 51Q (27886.130000 sec): 3 clusters
  Score: Raw -14731840.398994 + Penalty 3799.309874 = -14728041.089120
  nChanged 792
		SP:Iteration 52Q (27886.820000 sec): 3 clusters
  Score: Raw -14732167.880994 + Penalty 3799.309874 = -14728368.571120
  nChanged 670
		SP:Iteration 53Q (27887.470000 sec): 3 clusters
  Score: Raw -14732431.720603 + Penalty 3799.309874 = -14728632.410730
  nChanged 606
		SP:Iteration 54Q (27888.040000 sec): 3 clusters
  Score: Raw -14732674.224587 + Penalty 3799.309874 = -14728874.914713
  nChanged 546
		SP:Iteration 55Q (27888.640000 sec): 3 clusters
  Score: Raw -14732879.869871 + Penalty 3799.309874 = -14729080.559997
  nChanged 444
		SP:Iteration 56Q (27889.230000 sec): 3 clusters
  Score: Raw -14733027.181783 + Penalty 3799.309874 = -14729227.871909
  nChanged 382
		SP:Iteration 57Q (27889.820000 sec): 3 clusters
  Score: Raw -14733158.155242 + Penalty 3799.309874 = -14729358.845368
  nChanged 346
		SP:Iteration 58Q (27890.400000 sec): 3 clusters
  Score: Raw -14733275.772550 + Penalty 3799.309874 = -14729476.462676
  nChanged 300
		SP:Iteration 59Q (27890.960000 sec): 3 clusters
  Score: Raw -14733372.786447 + Penalty 3799.309874 = -14729573.476573
  nChanged 278
		SP:Iteration 60F (27891.630000 sec): 3 clusters
  Score: Raw -14733461.425472 + Penalty 3799.309874 = -14729662.115599
  nChanged 225
		SP:Iteration 61Q (27892.260000 sec): 3 clusters
  Score: Raw -14733530.169502 + Penalty 3799.309874 = -14729730.859628
  nChanged 202
		SP:Iteration 62Q (27892.910000 sec): 3 clusters
  Score: Raw -14733592.098570 + Penalty 3799.309874 = -14729792.788696
  nChanged 188
		SP:Iteration 63Q (27893.540000 sec): 3 clusters
  Score: Raw -14733649.993701 + Penalty 3799.309874 = -14729850.683827
  nChanged 157
		SP:Iteration 64Q (27894.200000 sec): 3 clusters
  Score: Raw -14733697.870598 + Penalty 3799.309874 = -14729898.560724
  nChanged 133
		SP:Iteration 65Q (27894.850000 sec): 3 clusters
  Score: Raw -14733737.211560 + Penalty 3799.309874 = -14729937.901687
  nChanged 125
		SP:Iteration 66Q (27895.470000 sec): 3 clusters
  Score: Raw -14733781.264785 + Penalty 3799.309874 = -14729981.954911
  nChanged 134
		SP:Iteration 67Q (27896.110000 sec): 3 clusters
  Score: Raw -14733821.768489 + Penalty 3799.309874 = -14730022.458615
  nChanged 88
		SP:Iteration 68Q (27896.790000 sec): 3 clusters
  Score: Raw -14733845.793633 + Penalty 3799.309874 = -14730046.483759
  nChanged 81
		SP:Iteration 69Q (27897.480000 sec): 3 clusters
  Score: Raw -14733867.789888 + Penalty 3799.309874 = -14730068.480014
  nChanged 80
		SP:Iteration 70Q (27898.160000 sec): 3 clusters
  Score: Raw -14733887.182992 + Penalty 3799.309874 = -14730087.873118
  nChanged 58
		SP:Iteration 71Q (27898.790000 sec): 3 clusters
  Score: Raw -14733900.694164 + Penalty 3799.309874 = -14730101.384290
  nChanged 47
		SP:Iteration 72Q (27899.450000 sec): 3 clusters
  Score: Raw -14733913.225845 + Penalty 3799.309874 = -14730113.915971
  nChanged 44
		SP:Iteration 73Q (27900.060000 sec): 3 clusters
  Score: Raw -14733922.654712 + Penalty 3799.309874 = -14730123.344838
  nChanged 32
		SP:Iteration 74Q (27900.730000 sec): 3 clusters
  Score: Raw -14733929.036038 + Penalty 3799.309874 = -14730129.726164
  nChanged 40
		SP:Iteration 75Q (27901.470000 sec): 3 clusters
  Score: Raw -14733938.084682 + Penalty 3799.309874 = -14730138.774808
  nChanged 30
		SP:Iteration 76Q (27902.160000 sec): 3 clusters
  Score: Raw -14733945.389181 + Penalty 3799.309874 = -14730146.079307
  nChanged 31
		SP:Iteration 77Q (27902.850000 sec): 3 clusters
  Score: Raw -14733952.749268 + Penalty 3799.309874 = -14730153.439394
  nChanged 24
		SP:Iteration 78Q (27903.530000 sec): 3 clusters
  Score: Raw -14733958.040708 + Penalty 3799.309874 = -14730158.730834
  nChanged 20
		SP:Iteration 79Q (27904.180000 sec): 3 clusters
  Score: Raw -14733962.695039 + Penalty 3799.309874 = -14730163.385165
  nChanged 20
		SP:Iteration 80F (27904.930000 sec): 3 clusters
  Score: Raw -14733966.612810 + Penalty 3799.309874 = -14730167.302936
  nChanged 21
		SP:Iteration 81Q (27905.570000 sec): 3 clusters
  Score: Raw -14733970.244257 + Penalty 3799.309874 = -14730170.934383
  nChanged 15
		SP:Iteration 82Q (27906.210000 sec): 3 clusters
  Score: Raw -14733972.908400 + Penalty 3799.309874 = -14730173.598527
  nChanged 9
		SP:Iteration 83Q (27906.860000 sec): 3 clusters
  Score: Raw -14733974.665798 + Penalty 3799.309874 = -14730175.355924
  nChanged 11
		SP:Iteration 84Q (27907.520000 sec): 3 clusters
  Score: Raw -14733976.473474 + Penalty 3799.309874 = -14730177.163600
  nChanged 10
		SP:Iteration 85Q (27908.130000 sec): 3 clusters
  Score: Raw -14733978.730630 + Penalty 3799.309874 = -14730179.420756
  nChanged 12
		SP:Iteration 86Q (27908.820000 sec): 3 clusters
  Score: Raw -14733981.061533 + Penalty 3799.309874 = -14730181.751659
  nChanged 11
		SP:Iteration 87Q (27909.470000 sec): 3 clusters
  Score: Raw -14733982.749471 + Penalty 3799.309874 = -14730183.439597
  nChanged 6
		SP:Iteration 88Q (27910.140000 sec): 3 clusters
  Score: Raw -14733983.791610 + Penalty 3799.309874 = -14730184.481736
  nChanged 2
		SP:Iteration 89Q (27910.780000 sec): 3 clusters
  Score: Raw -14733984.215685 + Penalty 3799.309874 = -14730184.905811
  nChanged 2
		SP:Iteration 90Q (27911.320000 sec): 3 clusters
  Score: Raw -14733984.539876 + Penalty 3799.309874 = -14730185.230002
  nChanged 2
		SP:Iteration 91Q (27911.910000 sec): 3 clusters
  Score: Raw -14733984.836546 + Penalty 3799.309874 = -14730185.526672
  nChanged 1
		SP:Iteration 92Q (27912.500000 sec): 3 clusters
  Score: Raw -14733984.969064 + Penalty 3799.309874 = -14730185.659190
  nChanged 1
		SP:Iteration 93Q (27913.140000 sec): 3 clusters
  Score: Raw -14733985.108248 + Penalty 3799.309874 = -14730185.798374
  nChanged 0
		SP:Iteration 94F (27913.860000 sec): 3 clusters
  Score: Raw -14733985.108248 + Penalty 3799.309874 = -14730185.798374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27914.060000 sec): 2 clusters
  Score: Raw -394261.303298 + Penalty 1316.670294 = -392944.633004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27914.230000 sec): 3 clusters
  Score: Raw -392627.053230 + Penalty 2633.340588 = -389993.712642
  nChanged 1319
		SP:Iteration 1F (27914.390000 sec): 3 clusters
  Score: Raw -393364.875354 + Penalty 2633.340588 = -390731.534765
  nChanged 250
		SP:Iteration 2F (27914.630000 sec): 3 clusters
  Score: Raw -393524.770655 + Penalty 2633.340588 = -390891.430067
  nChanged 174
		SP:Iteration 3F (27914.780000 sec): 3 clusters
  Score: Raw -393640.753144 + Penalty 2633.340588 = -391007.412556
  nChanged 154
		SP:Iteration 4Q (27914.990000 sec): 3 clusters
  Score: Raw -393735.245247 + Penalty 2633.340588 = -391101.904659
  nChanged 128
		SP:Iteration 5Q (27915.140000 sec): 3 clusters
  Score: Raw -393817.278692 + Penalty 2633.340588 = -391183.938104
  nChanged 116
		SP:Iteration 6Q (27915.340000 sec): 3 clusters
  Score: Raw -393887.807756 + Penalty 2633.340588 = -391254.467168
  nChanged 116
		SP:Iteration 7Q (27915.520000 sec): 3 clusters
  Score: Raw -393963.873291 + Penalty 2633.340588 = -391330.532703
  nChanged 102
		SP:Iteration 8Q (27915.750000 sec): 3 clusters
  Score: Raw -394029.198994 + Penalty 2633.340588 = -391395.858406
  nChanged 92
		SP:Iteration 9Q (27915.940000 sec): 3 clusters
  Score: Raw -394089.455719 + Penalty 2633.340588 = -391456.115131
  nChanged 98
		SP:Iteration 10Q (27916.140000 sec): 3 clusters
  Score: Raw -394150.064273 + Penalty 2633.340588 = -391516.723685
  nChanged 86
		SP:Iteration 11Q (27916.310000 sec): 3 clusters
  Score: Raw -394206.384761 + Penalty 2633.340588 = -391573.044173
  nChanged 103
		SP:Iteration 12Q (27916.480000 sec): 3 clusters
  Score: Raw -394276.869423 + Penalty 2633.340588 = -391643.528835
  nChanged 101
		SP:Iteration 13Q (27916.680000 sec): 3 clusters
  Score: Raw -394351.994867 + Penalty 2633.340588 = -391718.654279
  nChanged 96
		SP:Iteration 14Q (27916.900000 sec): 3 clusters
  Score: Raw -394421.115076 + Penalty 2633.340588 = -391787.774488
  nChanged 86
		SP:Iteration 15Q (27917.090000 sec): 3 clusters
  Score: Raw -394478.172509 + Penalty 2633.340588 = -391844.831920
  nChanged 86
		SP:Iteration 16Q (27917.250000 sec): 3 clusters
  Score: Raw -394526.891208 + Penalty 2633.340588 = -391893.550619
  nChanged 60
		SP:Iteration 17Q (27917.430000 sec): 3 clusters
  Score: Raw -394562.861564 + Penalty 2633.340588 = -391929.520975
  nChanged 38
		SP:Iteration 18Q (27917.600000 sec): 3 clusters
  Score: Raw -394590.102239 + Penalty 2633.340588 = -391956.761651
  nChanged 32
		SP:Iteration 19Q (27917.820000 sec): 3 clusters
  Score: Raw -394613.187421 + Penalty 2633.340588 = -391979.846833
  nChanged 32
		SP:Iteration 20F (27918.040000 sec): 3 clusters
  Score: Raw -394632.518420 + Penalty 2633.340588 = -391999.177832
  nChanged 25
		SP:Iteration 21Q (27918.210000 sec): 3 clusters
  Score: Raw -394643.907992 + Penalty 2633.340588 = -392010.567404
  nChanged 18
		SP:Iteration 22Q (27918.410000 sec): 3 clusters
  Score: Raw -394654.213066 + Penalty 2633.340588 = -392020.872478
  nChanged 17
		SP:Iteration 23Q (27918.570000 sec): 3 clusters
  Score: Raw -394663.145039 + Penalty 2633.340588 = -392029.804451
  nChanged 14
		SP:Iteration 24Q (27918.750000 sec): 3 clusters
  Score: Raw -394668.545855 + Penalty 2633.340588 = -392035.205267
  nChanged 11
		SP:Iteration 25Q (27918.950000 sec): 3 clusters
  Score: Raw -394675.313974 + Penalty 2633.340588 = -392041.973385
  nChanged 12
		SP:Iteration 26Q (27919.150000 sec): 3 clusters
  Score: Raw -394680.783987 + Penalty 2633.340588 = -392047.443398
  nChanged 10
		SP:Iteration 27Q (27919.310000 sec): 3 clusters
  Score: Raw -394686.083718 + Penalty 2633.340588 = -392052.743130
  nChanged 9
		SP:Iteration 28Q (27919.500000 sec): 3 clusters
  Score: Raw -394690.313472 + Penalty 2633.340588 = -392056.972883
  nChanged 9
		SP:Iteration 29Q (27919.680000 sec): 3 clusters
  Score: Raw -394694.277888 + Penalty 2633.340588 = -392060.937299
  nChanged 3
		SP:Iteration 30Q (27919.920000 sec): 3 clusters
  Score: Raw -394695.099433 + Penalty 2633.340588 = -392061.758845
  nChanged 1
		SP:Iteration 31Q (27920.120000 sec): 3 clusters
  Score: Raw -394695.652393 + Penalty 2633.340588 = -392062.311805
  nChanged 1
		SP:Iteration 32Q (27920.310000 sec): 3 clusters
  Score: Raw -394696.877498 + Penalty 2633.340588 = -392063.536910
  nChanged 3
		SP:Iteration 33Q (27920.500000 sec): 3 clusters
  Score: Raw -394698.595664 + Penalty 2633.340588 = -392065.255076
  nChanged 7
		SP:Iteration 34Q (27920.660000 sec): 3 clusters
  Score: Raw -394702.774637 + Penalty 2633.340588 = -392069.434048
  nChanged 9
		SP:Iteration 35Q (27920.820000 sec): 3 clusters
  Score: Raw -394705.259064 + Penalty 2633.340588 = -392071.918476
  nChanged 8
		SP:Iteration 36Q (27921.030000 sec): 3 clusters
  Score: Raw -394708.754668 + Penalty 2633.340588 = -392075.414080
  nChanged 8
		SP:Iteration 37Q (27921.220000 sec): 3 clusters
  Score: Raw -394713.372911 + Penalty 2633.340588 = -392080.032322
  nChanged 6
		SP:Iteration 38Q (27921.400000 sec): 3 clusters
  Score: Raw -394716.233455 + Penalty 2633.340588 = -392082.892867
  nChanged 5
		SP:Iteration 39Q (27921.570000 sec): 3 clusters
  Score: Raw -394717.917866 + Penalty 2633.340588 = -392084.577278
  nChanged 3
		SP:Iteration 40F (27921.770000 sec): 3 clusters
  Score: Raw -394718.785580 + Penalty 2633.340588 = -392085.444992
  nChanged 2
		SP:Iteration 41Q (27921.970000 sec): 3 clusters
  Score: Raw -394719.480144 + Penalty 2633.340588 = -392086.139556
  nChanged 2
		SP:Iteration 42Q (27922.120000 sec): 3 clusters
  Score: Raw -394720.508870 + Penalty 2633.340588 = -392087.168282
  nChanged 6
		SP:Iteration 43Q (27922.310000 sec): 3 clusters
  Score: Raw -394722.139268 + Penalty 2633.340588 = -392088.798680
  nChanged 8
		SP:Iteration 44Q (27922.500000 sec): 3 clusters
  Score: Raw -394724.393064 + Penalty 2633.340588 = -392091.052475
  nChanged 5
		SP:Iteration 45Q (27922.680000 sec): 3 clusters
  Score: Raw -394725.469617 + Penalty 2633.340588 = -392092.129029
  nChanged 1
		SP:Iteration 46Q (27922.890000 sec): 3 clusters
  Score: Raw -394725.828068 + Penalty 2633.340588 = -392092.487480
  nChanged 3
		SP:Iteration 47Q (27923.060000 sec): 3 clusters
  Score: Raw -394726.705785 + Penalty 2633.340588 = -392093.365196
  nChanged 2
		SP:Iteration 48Q (27923.280000 sec): 3 clusters
  Score: Raw -394727.461619 + Penalty 2633.340588 = -392094.121031
  nChanged 3
		SP:Iteration 49Q (27923.420000 sec): 3 clusters
  Score: Raw -394729.086401 + Penalty 2633.340588 = -392095.745813
  nChanged 4
		SP:Iteration 50Q (27923.620000 sec): 3 clusters
  Score: Raw -394730.135301 + Penalty 2633.340588 = -392096.794712
  nChanged 3
		SP:Iteration 51Q (27923.820000 sec): 3 clusters
  Score: Raw -394731.618123 + Penalty 2633.340588 = -392098.277534
  nChanged 3
		SP:Iteration 52Q (27923.960000 sec): 3 clusters
  Score: Raw -394733.276895 + Penalty 2633.340588 = -392099.936307
  nChanged 5
		SP:Iteration 53Q (27924.150000 sec): 3 clusters
  Score: Raw -394735.927246 + Penalty 2633.340588 = -392102.586658
  nChanged 6
		SP:Iteration 54Q (27924.330000 sec): 3 clusters
  Score: Raw -394738.158387 + Penalty 2633.340588 = -392104.817799
  nChanged 4
		SP:Iteration 55Q (27924.460000 sec): 3 clusters
  Score: Raw -394739.403729 + Penalty 2633.340588 = -392106.063140
  nChanged 3
		SP:Iteration 56Q (27924.640000 sec): 3 clusters
  Score: Raw -394740.080940 + Penalty 2633.340588 = -392106.740352
  nChanged 4
		SP:Iteration 57Q (27924.820000 sec): 3 clusters
  Score: Raw -394742.109338 + Penalty 2633.340588 = -392108.768749
  nChanged 5
		SP:Iteration 58Q (27924.960000 sec): 3 clusters
  Score: Raw -394743.203192 + Penalty 2633.340588 = -392109.862603
  nChanged 3
		SP:Iteration 59Q (27925.160000 sec): 3 clusters
  Score: Raw -394744.335674 + Penalty 2633.340588 = -392110.995086
  nChanged 6
		SP:Iteration 60F (27925.310000 sec): 3 clusters
  Score: Raw -394746.042381 + Penalty 2633.340588 = -392112.701793
  nChanged 3
		SP:Iteration 61Q (27925.520000 sec): 3 clusters
  Score: Raw -394749.057321 + Penalty 2633.340588 = -392115.716733
  nChanged 5
		SP:Iteration 62Q (27925.720000 sec): 3 clusters
  Score: Raw -394751.104088 + Penalty 2633.340588 = -392117.763499
  nChanged 7
		SP:Iteration 63Q (27925.880000 sec): 3 clusters
  Score: Raw -394753.281590 + Penalty 2633.340588 = -392119.941002
  nChanged 5
		SP:Iteration 64Q (27926.090000 sec): 3 clusters
  Score: Raw -394755.033827 + Penalty 2633.340588 = -392121.693239
  nChanged 7
		SP:Iteration 65Q (27926.270000 sec): 3 clusters
  Score: Raw -394756.942596 + Penalty 2633.340588 = -392123.602008
  nChanged 10
		SP:Iteration 66Q (27926.460000 sec): 3 clusters
  Score: Raw -394760.314425 + Penalty 2633.340588 = -392126.973836
  nChanged 10
		SP:Iteration 67Q (27926.630000 sec): 3 clusters
  Score: Raw -394763.920499 + Penalty 2633.340588 = -392130.579911
  nChanged 9
		SP:Iteration 68Q (27926.800000 sec): 3 clusters
  Score: Raw -394768.026950 + Penalty 2633.340588 = -392134.686362
  nChanged 5
		SP:Iteration 69Q (27927.010000 sec): 3 clusters
  Score: Raw -394769.896312 + Penalty 2633.340588 = -392136.555724
  nChanged 3
		SP:Iteration 70Q (27927.210000 sec): 3 clusters
  Score: Raw -394770.894128 + Penalty 2633.340588 = -392137.553539
  nChanged 6
		SP:Iteration 71Q (27927.360000 sec): 3 clusters
  Score: Raw -394773.733028 + Penalty 2633.340588 = -392140.392440
  nChanged 5
		SP:Iteration 72Q (27927.550000 sec): 3 clusters
  Score: Raw -394776.985988 + Penalty 2633.340588 = -392143.645400
  nChanged 8
		SP:Iteration 73Q (27927.740000 sec): 3 clusters
  Score: Raw -394781.470991 + Penalty 2633.340588 = -392148.130403
  nChanged 12
		SP:Iteration 74Q (27927.920000 sec): 3 clusters
  Score: Raw -394785.861319 + Penalty 2633.340588 = -392152.520730
  nChanged 4
		SP:Iteration 75Q (27928.130000 sec): 3 clusters
  Score: Raw -394788.023833 + Penalty 2633.340588 = -392154.683245
  nChanged 6
		SP:Iteration 76Q (27928.290000 sec): 3 clusters
  Score: Raw -394790.279512 + Penalty 2633.340588 = -392156.938923
  nChanged 9
		SP:Iteration 77Q (27928.480000 sec): 3 clusters
  Score: Raw -394794.299024 + Penalty 2633.340588 = -392160.958436
  nChanged 6
		SP:Iteration 78Q (27928.650000 sec): 3 clusters
  Score: Raw -394796.900814 + Penalty 2633.340588 = -392163.560225
  nChanged 7
		SP:Iteration 79Q (27928.850000 sec): 3 clusters
  Score: Raw -394799.664756 + Penalty 2633.340588 = -392166.324168
  nChanged 8
		SP:Iteration 80F (27929.010000 sec): 3 clusters
  Score: Raw -394803.681956 + Penalty 2633.340588 = -392170.341368
  nChanged 8
		SP:Iteration 81Q (27929.240000 sec): 3 clusters
  Score: Raw -394808.013079 + Penalty 2633.340588 = -392174.672491
  nChanged 7
		SP:Iteration 82Q (27929.410000 sec): 3 clusters
  Score: Raw -394810.982452 + Penalty 2633.340588 = -392177.641863
  nChanged 4
		SP:Iteration 83Q (27929.550000 sec): 3 clusters
  Score: Raw -394811.958075 + Penalty 2633.340588 = -392178.617487
  nChanged 3
		SP:Iteration 84Q (27929.710000 sec): 3 clusters
  Score: Raw -394812.974408 + Penalty 2633.340588 = -392179.633820
  nChanged 1
		SP:Iteration 85Q (27929.870000 sec): 3 clusters
  Score: Raw -394813.648099 + Penalty 2633.340588 = -392180.307510
  nChanged 1
		SP:Iteration 86Q (27930.090000 sec): 3 clusters
  Score: Raw -394813.941155 + Penalty 2633.340588 = -392180.600566
  nChanged 0
		SP:Iteration 87F (27930.290000 sec): 3 clusters
  Score: Raw -394813.941155 + Penalty 2633.340588 = -392180.600566
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27930.360000 sec): 2 clusters
  Score: Raw -645002.527014 + Penalty 1395.099160 = -643607.427854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27930.540000 sec): 3 clusters
  Score: Raw -642241.919505 + Penalty 2790.198321 = -639451.721184
  nChanged 2136
		SP:Iteration 1F (27930.730000 sec): 3 clusters
  Score: Raw -643347.367851 + Penalty 2790.198321 = -640557.169530
  nChanged 383
		SP:Iteration 2F (27930.930000 sec): 3 clusters
  Score: Raw -643569.357163 + Penalty 2790.198321 = -640779.158842
  nChanged 326
		SP:Iteration 3F (27931.140000 sec): 3 clusters
  Score: Raw -643811.536469 + Penalty 2790.198321 = -641021.338149
  nChanged 363
		SP:Iteration 4F (27931.320000 sec): 3 clusters
  Score: Raw -644121.878493 + Penalty 2790.198321 = -641331.680173
  nChanged 396
		SP:Iteration 5F (27931.560000 sec): 3 clusters
  Score: Raw -644472.379646 + Penalty 2790.198321 = -641682.181326
  nChanged 389
		SP:Iteration 6F (27931.760000 sec): 3 clusters
  Score: Raw -644881.532941 + Penalty 2790.198321 = -642091.334621
  nChanged 353
		SP:Iteration 7F (27931.910000 sec): 3 clusters
  Score: Raw -645242.426483 + Penalty 2790.198321 = -642452.228162
  nChanged 290
		SP:Iteration 8F (27932.120000 sec): 3 clusters
  Score: Raw -645482.577608 + Penalty 2790.198321 = -642692.379287
  nChanged 187
		SP:Iteration 9Q (27932.300000 sec): 3 clusters
  Score: Raw -645579.685298 + Penalty 2790.198321 = -642789.486978
  nChanged 89
		SP:Iteration 10Q (27932.490000 sec): 3 clusters
  Score: Raw -645611.654503 + Penalty 2790.198321 = -642821.456183
  nChanged 47
		SP:Iteration 11Q (27932.640000 sec): 3 clusters
  Score: Raw -645624.624297 + Penalty 2790.198321 = -642834.425976
  nChanged 21
		SP:Iteration 12Q (27932.850000 sec): 3 clusters
  Score: Raw -645629.935976 + Penalty 2790.198321 = -642839.737656
  nChanged 15
		SP:Iteration 13Q (27933.060000 sec): 3 clusters
  Score: Raw -645633.639975 + Penalty 2790.198321 = -642843.441654
  nChanged 18
		SP:Iteration 14Q (27933.260000 sec): 3 clusters
  Score: Raw -645637.329737 + Penalty 2790.198321 = -642847.131417
  nChanged 5
		SP:Iteration 15Q (27933.440000 sec): 3 clusters
  Score: Raw -645637.967704 + Penalty 2790.198321 = -642847.769384
  nChanged 0
		SP:Iteration 16F (27933.640000 sec): 3 clusters
  Score: Raw -645637.967704 + Penalty 2790.198321 = -642847.769384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27933.750000 sec): 2 clusters
  Score: Raw -506457.293613 + Penalty 1367.535542 = -505089.758071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27933.940000 sec): 3 clusters
  Score: Raw -504115.618367 + Penalty 2735.071084 = -501380.547283
  nChanged 1816
		SP:Iteration 1F (27934.160000 sec): 3 clusters
  Score: Raw -505172.337746 + Penalty 2735.071084 = -502437.266662
  nChanged 343
		SP:Iteration 2F (27934.340000 sec): 3 clusters
  Score: Raw -505357.826862 + Penalty 2735.071084 = -502622.755778
  nChanged 248
		SP:Iteration 3F (27934.550000 sec): 3 clusters
  Score: Raw -505486.983180 + Penalty 2735.071084 = -502751.912096
  nChanged 180
		SP:Iteration 4Q (27934.750000 sec): 3 clusters
  Score: Raw -505583.828118 + Penalty 2735.071084 = -502848.757034
  nChanged 154
		SP:Iteration 5Q (27934.930000 sec): 3 clusters
  Score: Raw -505679.050993 + Penalty 2735.071084 = -502943.979909
  nChanged 168
		SP:Iteration 6Q (27935.110000 sec): 3 clusters
  Score: Raw -505790.626139 + Penalty 2735.071084 = -503055.555055
  nChanged 167
		SP:Iteration 7Q (27935.300000 sec): 3 clusters
  Score: Raw -505895.834955 + Penalty 2735.071084 = -503160.763871
  nChanged 149
		SP:Iteration 8Q (27935.520000 sec): 3 clusters
  Score: Raw -505973.280331 + Penalty 2735.071084 = -503238.209247
  nChanged 141
		SP:Iteration 9Q (27935.710000 sec): 3 clusters
  Score: Raw -506069.187497 + Penalty 2735.071084 = -503334.116413
  nChanged 152
		SP:Iteration 10Q (27935.900000 sec): 3 clusters
  Score: Raw -506181.850407 + Penalty 2735.071084 = -503446.779323
  nChanged 180
		SP:Iteration 11Q (27936.060000 sec): 3 clusters
  Score: Raw -506341.216370 + Penalty 2735.071084 = -503606.145286
  nChanged 208
		SP:Iteration 12Q (27936.250000 sec): 3 clusters
  Score: Raw -506505.117924 + Penalty 2735.071084 = -503770.046840
  nChanged 186
		SP:Iteration 13Q (27936.420000 sec): 3 clusters
  Score: Raw -506646.465007 + Penalty 2735.071084 = -503911.393923
  nChanged 174
		SP:Iteration 14Q (27936.650000 sec): 3 clusters
  Score: Raw -506768.470713 + Penalty 2735.071084 = -504033.399629
  nChanged 149
		SP:Iteration 15Q (27936.800000 sec): 3 clusters
  Score: Raw -506864.301162 + Penalty 2735.071084 = -504129.230078
  nChanged 125
		SP:Iteration 16Q (27936.980000 sec): 3 clusters
  Score: Raw -506953.123166 + Penalty 2735.071084 = -504218.052082
  nChanged 121
		SP:Iteration 17Q (27937.210000 sec): 3 clusters
  Score: Raw -507039.063401 + Penalty 2735.071084 = -504303.992317
  nChanged 108
		SP:Iteration 18Q (27937.350000 sec): 3 clusters
  Score: Raw -507105.614617 + Penalty 2735.071084 = -504370.543533
  nChanged 83
		SP:Iteration 19Q (27937.530000 sec): 3 clusters
  Score: Raw -507165.106257 + Penalty 2735.071084 = -504430.035173
  nChanged 71
		SP:Iteration 20F (27937.740000 sec): 3 clusters
  Score: Raw -507211.168184 + Penalty 2735.071084 = -504476.097099
  nChanged 60
		SP:Iteration 21Q (27937.940000 sec): 3 clusters
  Score: Raw -507243.834885 + Penalty 2735.071084 = -504508.763801
  nChanged 50
		SP:Iteration 22Q (27938.100000 sec): 3 clusters
  Score: Raw -507271.251645 + Penalty 2735.071084 = -504536.180561
  nChanged 43
		SP:Iteration 23Q (27938.300000 sec): 3 clusters
  Score: Raw -507293.078619 + Penalty 2735.071084 = -504558.007535
  nChanged 37
		SP:Iteration 24Q (27938.480000 sec): 3 clusters
  Score: Raw -507310.682591 + Penalty 2735.071084 = -504575.611507
  nChanged 33
		SP:Iteration 25Q (27938.660000 sec): 3 clusters
  Score: Raw -507324.097453 + Penalty 2735.071084 = -504589.026369
  nChanged 26
		SP:Iteration 26Q (27938.850000 sec): 3 clusters
  Score: Raw -507333.529993 + Penalty 2735.071084 = -504598.458909
  nChanged 16
		SP:Iteration 27Q (27939.040000 sec): 3 clusters
  Score: Raw -507339.003867 + Penalty 2735.071084 = -504603.932783
  nChanged 16
		SP:Iteration 28Q (27939.220000 sec): 3 clusters
  Score: Raw -507343.760811 + Penalty 2735.071084 = -504608.689727
  nChanged 11
		SP:Iteration 29Q (27939.400000 sec): 3 clusters
  Score: Raw -507346.853104 + Penalty 2735.071084 = -504611.782020
  nChanged 6
		SP:Iteration 30Q (27939.580000 sec): 3 clusters
  Score: Raw -507349.127074 + Penalty 2735.071084 = -504614.055990
  nChanged 7
		SP:Iteration 31Q (27939.760000 sec): 3 clusters
  Score: Raw -507352.175569 + Penalty 2735.071084 = -504617.104485
  nChanged 4
		SP:Iteration 32Q (27939.980000 sec): 3 clusters
  Score: Raw -507354.371239 + Penalty 2735.071084 = -504619.300155
  nChanged 5
		SP:Iteration 33Q (27940.130000 sec): 3 clusters
  Score: Raw -507355.727295 + Penalty 2735.071084 = -504620.656211
  nChanged 5
		SP:Iteration 34Q (27940.320000 sec): 3 clusters
  Score: Raw -507356.750437 + Penalty 2735.071084 = -504621.679353
  nChanged 5
		SP:Iteration 35Q (27940.500000 sec): 3 clusters
  Score: Raw -507358.248548 + Penalty 2735.071084 = -504623.177464
  nChanged 4
		SP:Iteration 36Q (27940.720000 sec): 3 clusters
  Score: Raw -507359.087514 + Penalty 2735.071084 = -504624.016430
  nChanged 4
		SP:Iteration 37Q (27940.870000 sec): 3 clusters
  Score: Raw -507360.083785 + Penalty 2735.071084 = -504625.012701
  nChanged 2
		SP:Iteration 38Q (27941.100000 sec): 3 clusters
  Score: Raw -507360.574207 + Penalty 2735.071084 = -504625.503123
  nChanged 0
		SP:Iteration 39F (27941.290000 sec): 3 clusters
  Score: Raw -507360.574207 + Penalty 2735.071084 = -504625.503123
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27941.390000 sec): 2 clusters
  Score: Raw -235355.416204 + Penalty 1243.924020 = -234111.492184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27941.550000 sec): 3 clusters
  Score: Raw -234421.774885 + Penalty 2487.848041 = -231933.926844
  nChanged 773
		SP:Iteration 1F (27941.710000 sec): 3 clusters
  Score: Raw -235085.240593 + Penalty 2487.848041 = -232597.392552
  nChanged 207
		SP:Iteration 2F (27941.860000 sec): 3 clusters
  Score: Raw -235297.971156 + Penalty 2487.848041 = -232810.123116
  nChanged 133
		SP:Iteration 3F (27942.030000 sec): 3 clusters
  Score: Raw -235413.963706 + Penalty 2487.848041 = -232926.115665
  nChanged 91
		SP:Iteration 4Q (27942.180000 sec): 3 clusters
  Score: Raw -235504.638861 + Penalty 2487.848041 = -233016.790820
  nChanged 82
		SP:Iteration 5Q (27942.360000 sec): 3 clusters
  Score: Raw -235581.229844 + Penalty 2487.848041 = -233093.381803
  nChanged 72
		SP:Iteration 6Q (27942.510000 sec): 3 clusters
  Score: Raw -235654.161560 + Penalty 2487.848041 = -233166.313519
  nChanged 71
		SP:Iteration 7Q (27942.670000 sec): 3 clusters
  Score: Raw -235720.942346 + Penalty 2487.848041 = -233233.094305
  nChanged 66
		SP:Iteration 8Q (27942.820000 sec): 3 clusters
  Score: Raw -235781.514340 + Penalty 2487.848041 = -233293.666299
  nChanged 54
		SP:Iteration 9Q (27942.950000 sec): 3 clusters
  Score: Raw -235829.834559 + Penalty 2487.848041 = -233341.986518
  nChanged 42
		SP:Iteration 10Q (27943.120000 sec): 3 clusters
  Score: Raw -235863.935980 + Penalty 2487.848041 = -233376.087940
  nChanged 34
		SP:Iteration 11Q (27943.300000 sec): 3 clusters
  Score: Raw -235897.294317 + Penalty 2487.848041 = -233409.446276
  nChanged 41
		SP:Iteration 12Q (27943.470000 sec): 3 clusters
  Score: Raw -235934.225278 + Penalty 2487.848041 = -233446.377238
  nChanged 32
		SP:Iteration 13Q (27943.630000 sec): 3 clusters
  Score: Raw -235956.161133 + Penalty 2487.848041 = -233468.313092
  nChanged 32
		SP:Iteration 14Q (27943.800000 sec): 3 clusters
  Score: Raw -235982.247485 + Penalty 2487.848041 = -233494.399444
  nChanged 36
		SP:Iteration 15Q (27943.980000 sec): 3 clusters
  Score: Raw -236015.698073 + Penalty 2487.848041 = -233527.850033
  nChanged 34
		SP:Iteration 16Q (27944.170000 sec): 3 clusters
  Score: Raw -236043.088832 + Penalty 2487.848041 = -233555.240791
  nChanged 29
		SP:Iteration 17Q (27944.330000 sec): 3 clusters
  Score: Raw -236062.427312 + Penalty 2487.848041 = -233574.579271
  nChanged 28
		SP:Iteration 18Q (27944.520000 sec): 3 clusters
  Score: Raw -236080.045997 + Penalty 2487.848041 = -233592.197956
  nChanged 19
		SP:Iteration 19Q (27944.660000 sec): 3 clusters
  Score: Raw -236095.933344 + Penalty 2487.848041 = -233608.085303
  nChanged 18
		SP:Iteration 20F (27944.850000 sec): 3 clusters
  Score: Raw -236112.588125 + Penalty 2487.848041 = -233624.740084
  nChanged 20
		SP:Iteration 21Q (27945.010000 sec): 3 clusters
  Score: Raw -236126.843409 + Penalty 2487.848041 = -233638.995368
  nChanged 14
		SP:Iteration 22Q (27945.180000 sec): 3 clusters
  Score: Raw -236136.250864 + Penalty 2487.848041 = -233648.402824
  nChanged 11
		SP:Iteration 23Q (27945.400000 sec): 3 clusters
  Score: Raw -236145.233151 + Penalty 2487.848041 = -233657.385111
  nChanged 15
		SP:Iteration 24Q (27945.560000 sec): 3 clusters
  Score: Raw -236156.517854 + Penalty 2487.848041 = -233668.669814
  nChanged 16
		SP:Iteration 25Q (27945.720000 sec): 3 clusters
  Score: Raw -236166.282638 + Penalty 2487.848041 = -233678.434598
  nChanged 12
		SP:Iteration 26Q (27945.900000 sec): 3 clusters
  Score: Raw -236175.134027 + Penalty 2487.848041 = -233687.285986
  nChanged 12
		SP:Iteration 27Q (27946.070000 sec): 3 clusters
  Score: Raw -236181.359584 + Penalty 2487.848041 = -233693.511544
  nChanged 4
		SP:Iteration 28Q (27946.220000 sec): 3 clusters
  Score: Raw -236182.525149 + Penalty 2487.848041 = -233694.677108
  nChanged 1
		SP:Iteration 29Q (27946.430000 sec): 3 clusters
  Score: Raw -236182.750764 + Penalty 2487.848041 = -233694.902723
  nChanged 2
		SP:Iteration 30Q (27946.630000 sec): 3 clusters
  Score: Raw -236183.898312 + Penalty 2487.848041 = -233696.050271
  nChanged 2
		SP:Iteration 31Q (27946.780000 sec): 3 clusters
  Score: Raw -236184.979985 + Penalty 2487.848041 = -233697.131945
  nChanged 3
		SP:Iteration 32Q (27946.990000 sec): 3 clusters
  Score: Raw -236188.797487 + Penalty 2487.848041 = -233700.949446
  nChanged 4
		SP:Iteration 33Q (27947.160000 sec): 3 clusters
  Score: Raw -236192.259251 + Penalty 2487.848041 = -233704.411210
  nChanged 6
		SP:Iteration 34Q (27947.330000 sec): 3 clusters
  Score: Raw -236195.311604 + Penalty 2487.848041 = -233707.463563
  nChanged 4
		SP:Iteration 35Q (27947.520000 sec): 3 clusters
  Score: Raw -236197.730364 + Penalty 2487.848041 = -233709.882324
  nChanged 3
		SP:Iteration 36Q (27947.690000 sec): 3 clusters
  Score: Raw -236199.230472 + Penalty 2487.848041 = -233711.382431
  nChanged 6
		SP:Iteration 37Q (27947.900000 sec): 3 clusters
  Score: Raw -236202.028634 + Penalty 2487.848041 = -233714.180594
  nChanged 4
		SP:Iteration 38Q (27948.070000 sec): 3 clusters
  Score: Raw -236204.813359 + Penalty 2487.848041 = -233716.965319
  nChanged 6
		SP:Iteration 39Q (27948.230000 sec): 3 clusters
  Score: Raw -236207.357263 + Penalty 2487.848041 = -233719.509223
  nChanged 5
		SP:Iteration 40F (27948.410000 sec): 3 clusters
  Score: Raw -236210.001381 + Penalty 2487.848041 = -233722.153340
  nChanged 2
		SP:Iteration 41Q (27948.590000 sec): 3 clusters
  Score: Raw -236210.706023 + Penalty 2487.848041 = -233722.857983
  nChanged 1
		SP:Iteration 42Q (27948.750000 sec): 3 clusters
  Score: Raw -236211.063956 + Penalty 2487.848041 = -233723.215915
  nChanged 3
		SP:Iteration 43Q (27948.920000 sec): 3 clusters
  Score: Raw -236212.022365 + Penalty 2487.848041 = -233724.174324
  nChanged 0
		SP:Iteration 44F (27949.070000 sec): 3 clusters
  Score: Raw -236212.022365 + Penalty 2487.848041 = -233724.174324
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27949.180000 sec): 2 clusters
  Score: Raw -635528.407175 + Penalty 1398.494403 = -634129.912773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27949.420000 sec): 3 clusters
  Score: Raw -632749.631041 + Penalty 2796.988805 = -629952.642235
  nChanged 2248
		SP:Iteration 1F (27949.620000 sec): 3 clusters
  Score: Raw -634315.886175 + Penalty 2796.988805 = -631518.897370
  nChanged 559
		SP:Iteration 2F (27949.800000 sec): 3 clusters
  Score: Raw -634843.517987 + Penalty 2796.988805 = -632046.529182
  nChanged 454
		SP:Iteration 3F (27949.980000 sec): 3 clusters
  Score: Raw -635266.931847 + Penalty 2796.988805 = -632469.943042
  nChanged 387
		SP:Iteration 4F (27950.170000 sec): 3 clusters
  Score: Raw -635581.612242 + Penalty 2796.988805 = -632784.623437
  nChanged 261
		SP:Iteration 5Q (27950.340000 sec): 3 clusters
  Score: Raw -635762.688110 + Penalty 2796.988805 = -632965.699304
  nChanged 205
		SP:Iteration 6Q (27950.540000 sec): 3 clusters
  Score: Raw -635864.048379 + Penalty 2796.988805 = -633067.059574
  nChanged 128
		SP:Iteration 7Q (27950.740000 sec): 3 clusters
  Score: Raw -635915.208921 + Penalty 2796.988805 = -633118.220115
  nChanged 88
		SP:Iteration 8Q (27950.890000 sec): 3 clusters
  Score: Raw -635938.395999 + Penalty 2796.988805 = -633141.407194
  nChanged 45
		SP:Iteration 9Q (27951.070000 sec): 3 clusters
  Score: Raw -635949.257035 + Penalty 2796.988805 = -633152.268229
  nChanged 39
		SP:Iteration 10Q (27951.270000 sec): 3 clusters
  Score: Raw -635959.275263 + Penalty 2796.988805 = -633162.286458
  nChanged 31
		SP:Iteration 11Q (27951.480000 sec): 3 clusters
  Score: Raw -635966.108530 + Penalty 2796.988805 = -633169.119725
  nChanged 19
		SP:Iteration 12Q (27951.680000 sec): 3 clusters
  Score: Raw -635969.398744 + Penalty 2796.988805 = -633172.409938
  nChanged 15
		SP:Iteration 13Q (27951.890000 sec): 3 clusters
  Score: Raw -635972.188181 + Penalty 2796.988805 = -633175.199375
  nChanged 10
		SP:Iteration 14Q (27952.060000 sec): 3 clusters
  Score: Raw -635974.302722 + Penalty 2796.988805 = -633177.313916
  nChanged 11
		SP:Iteration 15Q (27952.280000 sec): 3 clusters
  Score: Raw -635975.952747 + Penalty 2796.988805 = -633178.963942
  nChanged 6
		SP:Iteration 16Q (27952.460000 sec): 3 clusters
  Score: Raw -635977.129813 + Penalty 2796.988805 = -633180.141008
  nChanged 1
		SP:Iteration 17Q (27952.640000 sec): 3 clusters
  Score: Raw -635977.329996 + Penalty 2796.988805 = -633180.341191
  nChanged 0
		SP:Iteration 18F (27952.880000 sec): 3 clusters
  Score: Raw -635977.329996 + Penalty 2796.988805 = -633180.341191
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27952.950000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27953.140000 sec): 3 clusters
  Score: Raw -189808.692829 + Penalty 2405.796744 = -187402.896084
  nChanged 570
		SP:Iteration 1F (27953.290000 sec): 3 clusters
  Score: Raw -190295.365099 + Penalty 2405.796744 = -187889.568354
  nChanged 130
		SP:Iteration 2F (27953.470000 sec): 3 clusters
  Score: Raw -190445.025766 + Penalty 2405.796744 = -188039.229022
  nChanged 98
		SP:Iteration 3F (27953.650000 sec): 3 clusters
  Score: Raw -190574.490223 + Penalty 2405.796744 = -188168.693479
  nChanged 78
		SP:Iteration 4Q (27953.840000 sec): 3 clusters
  Score: Raw -190660.362683 + Penalty 2405.796744 = -188254.565939
  nChanged 61
		SP:Iteration 5Q (27954.030000 sec): 3 clusters
  Score: Raw -190721.609751 + Penalty 2405.796744 = -188315.813007
  nChanged 47
		SP:Iteration 6Q (27954.230000 sec): 3 clusters
  Score: Raw -190771.561853 + Penalty 2405.796744 = -188365.765109
  nChanged 43
		SP:Iteration 7Q (27954.410000 sec): 3 clusters
  Score: Raw -190814.361845 + Penalty 2405.796744 = -188408.565101
  nChanged 35
		SP:Iteration 8Q (27954.590000 sec): 3 clusters
  Score: Raw -190843.284257 + Penalty 2405.796744 = -188437.487512
  nChanged 27
		SP:Iteration 9Q (27954.770000 sec): 3 clusters
  Score: Raw -190883.874698 + Penalty 2405.796744 = -188478.077953
  nChanged 32
		SP:Iteration 10Q (27954.930000 sec): 3 clusters
  Score: Raw -190928.457979 + Penalty 2405.796744 = -188522.661235
  nChanged 38
		SP:Iteration 11Q (27955.110000 sec): 3 clusters
  Score: Raw -190971.514648 + Penalty 2405.796744 = -188565.717903
  nChanged 30
		SP:Iteration 12Q (27955.300000 sec): 3 clusters
  Score: Raw -191000.209277 + Penalty 2405.796744 = -188594.412532
  nChanged 26
		SP:Iteration 13Q (27955.460000 sec): 3 clusters
  Score: Raw -191027.637090 + Penalty 2405.796744 = -188621.840346
  nChanged 22
		SP:Iteration 14Q (27955.630000 sec): 3 clusters
  Score: Raw -191048.157990 + Penalty 2405.796744 = -188642.361246
  nChanged 16
		SP:Iteration 15Q (27955.850000 sec): 3 clusters
  Score: Raw -191066.012815 + Penalty 2405.796744 = -188660.216071
  nChanged 12
		SP:Iteration 16Q (27955.990000 sec): 3 clusters
  Score: Raw -191080.317702 + Penalty 2405.796744 = -188674.520958
  nChanged 8
		SP:Iteration 17Q (27956.170000 sec): 3 clusters
  Score: Raw -191086.032937 + Penalty 2405.796744 = -188680.236193
  nChanged 9
		SP:Iteration 18Q (27956.350000 sec): 3 clusters
  Score: Raw -191093.703002 + Penalty 2405.796744 = -188687.906257
  nChanged 6
		SP:Iteration 19Q (27956.510000 sec): 3 clusters
  Score: Raw -191099.077378 + Penalty 2405.796744 = -188693.280633
  nChanged 2
		SP:Iteration 20F (27956.720000 sec): 3 clusters
  Score: Raw -191100.561076 + Penalty 2405.796744 = -188694.764332
  nChanged 2
		SP:Iteration 21Q (27956.900000 sec): 3 clusters
  Score: Raw -191100.810581 + Penalty 2405.796744 = -188695.013837
  nChanged 0
		SP:Iteration 22F (27957.100000 sec): 3 clusters
  Score: Raw -191100.810581 + Penalty 2405.796744 = -188695.013837
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27957.180000 sec): 2 clusters
  Score: Raw -91062.422546 + Penalty 1095.142202 = -89967.280344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27957.350000 sec): 3 clusters
  Score: Raw -90880.514092 + Penalty 2190.284404 = -88690.229688
  nChanged 233
		SP:Iteration 1F (27957.510000 sec): 3 clusters
  Score: Raw -91190.854754 + Penalty 2190.284404 = -89000.570351
  nChanged 77
		SP:Iteration 2F (27957.680000 sec): 3 clusters
  Score: Raw -91347.231145 + Penalty 2190.284404 = -89156.946741
  nChanged 57
		SP:Iteration 3F (27957.870000 sec): 3 clusters
  Score: Raw -91495.941226 + Penalty 2190.284404 = -89305.656822
  nChanged 51
		SP:Iteration 4F (27958.000000 sec): 3 clusters
  Score: Raw -91610.558575 + Penalty 2190.284404 = -89420.274171
  nChanged 50
		SP:Iteration 5F (27958.160000 sec): 3 clusters
  Score: Raw -91740.092203 + Penalty 2190.284404 = -89549.807799
  nChanged 40
		SP:Iteration 6Q (27958.350000 sec): 3 clusters
  Score: Raw -91829.996719 + Penalty 2190.284404 = -89639.712315
  nChanged 35
		SP:Iteration 7Q (27958.520000 sec): 3 clusters
  Score: Raw -91894.003635 + Penalty 2190.284404 = -89703.719231
  nChanged 27
		SP:Iteration 8Q (27958.700000 sec): 3 clusters
  Score: Raw -91953.017864 + Penalty 2190.284404 = -89762.733461
  nChanged 13
		SP:Iteration 9Q (27958.830000 sec): 3 clusters
  Score: Raw -91969.383511 + Penalty 2190.284404 = -89779.099107
  nChanged 9
		SP:Iteration 10Q (27959.050000 sec): 3 clusters
  Score: Raw -91980.611921 + Penalty 2190.284404 = -89790.327517
  nChanged 6
		SP:Iteration 11Q (27959.210000 sec): 3 clusters
  Score: Raw -91996.488166 + Penalty 2190.284404 = -89806.203762
  nChanged 5
		SP:Iteration 12Q (27959.350000 sec): 3 clusters
  Score: Raw -92004.361546 + Penalty 2190.284404 = -89814.077142
  nChanged 3
		SP:Iteration 13Q (27959.550000 sec): 3 clusters
  Score: Raw -92006.889948 + Penalty 2190.284404 = -89816.605544
  nChanged 3
		SP:Iteration 14Q (27959.690000 sec): 3 clusters
  Score: Raw -92011.692063 + Penalty 2190.284404 = -89821.407659
  nChanged 3
		SP:Iteration 15Q (27959.890000 sec): 3 clusters
  Score: Raw -92014.912459 + Penalty 2190.284404 = -89824.628055
  nChanged 3
		SP:Iteration 16Q (27960.090000 sec): 3 clusters
  Score: Raw -92017.055381 + Penalty 2190.284404 = -89826.770977
  nChanged 3
		SP:Iteration 17Q (27960.250000 sec): 3 clusters
  Score: Raw -92019.193174 + Penalty 2190.284404 = -89828.908770
  nChanged 0
		SP:Iteration 18F (27960.410000 sec): 3 clusters
  Score: Raw -92019.193174 + Penalty 2190.284404 = -89828.908770
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27960.530000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27960.670000 sec): 3 clusters
  Score: Raw -62286.731824 + Penalty 2034.363976 = -60252.367848
  nChanged 120
		SP:Iteration 1F (27960.870000 sec): 3 clusters
  Score: Raw -62437.602071 + Penalty 2034.363976 = -60403.238095
  nChanged 28
		SP:Iteration 2F (27961.020000 sec): 3 clusters
  Score: Raw -62473.871250 + Penalty 2034.363976 = -60439.507274
  nChanged 9
		SP:Iteration 3Q (27961.210000 sec): 3 clusters
  Score: Raw -62487.375591 + Penalty 2034.363976 = -60453.011615
  nChanged 7
		SP:Iteration 4Q (27961.410000 sec): 3 clusters
  Score: Raw -62499.588515 + Penalty 2034.363976 = -60465.224539
  nChanged 4
		SP:Iteration 5Q (27961.560000 sec): 3 clusters
  Score: Raw -62506.022470 + Penalty 2034.363976 = -60471.658494
  nChanged 3
		SP:Iteration 6Q (27961.750000 sec): 3 clusters
  Score: Raw -62509.936079 + Penalty 2034.363976 = -60475.572104
  nChanged 1
		SP:Iteration 7Q (27961.920000 sec): 3 clusters
  Score: Raw -62512.502350 + Penalty 2034.363976 = -60478.138374
  nChanged 0
		SP:Iteration 8F (27962.110000 sec): 3 clusters
  Score: Raw -62512.502350 + Penalty 2034.363976 = -60478.138374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27962.680000 sec): 2 clusters
  Score: Raw -12545972.817545 + Penalty 1875.092653 = -12544097.724892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27963.300000 sec): 3 clusters
  Score: Raw -12479004.607929 + Penalty 3750.185306 = -12475254.422623
  nChanged 49270
		SP:Iteration 1F (27963.930000 sec): 3 clusters
  Score: Raw -12507669.470199 + Penalty 3750.185306 = -12503919.284892
  nChanged 3302
		SP:Iteration 2Q (27964.520000 sec): 3 clusters
  Score: Raw -12508577.654064 + Penalty 3750.185306 = -12504827.468758
  nChanged 3621
		SP:Iteration 3Q (27965.120000 sec): 3 clusters
  Score: Raw -12509787.041891 + Penalty 3750.185306 = -12506036.856585
  nChanged 4200
		SP:Iteration 4Q (27965.770000 sec): 3 clusters
  Score: Raw -12511501.100370 + Penalty 3750.185306 = -12507750.915063
  nChanged 5001
		SP:Iteration 5Q (27966.420000 sec): 3 clusters
  Score: Raw -12514013.659279 + Penalty 3750.185306 = -12510263.473972
  nChanged 6014
		SP:Iteration 6F (27967.060000 sec): 3 clusters
  Score: Raw -12517658.313740 + Penalty 3750.185306 = -12513908.128434
  nChanged 6925
		SP:Iteration 7F (27967.710000 sec): 3 clusters
  Score: Raw -12522549.207808 + Penalty 3750.185306 = -12518799.022502
  nChanged 6962
		SP:Iteration 8F (27968.310000 sec): 3 clusters
  Score: Raw -12527977.780994 + Penalty 3750.185306 = -12524227.595688
  nChanged 6150
		SP:Iteration 9F (27968.950000 sec): 3 clusters
  Score: Raw -12533028.059243 + Penalty 3750.185306 = -12529277.873937
  nChanged 4879
		SP:Iteration 10Q (27969.620000 sec): 3 clusters
  Score: Raw -12536940.021981 + Penalty 3750.185306 = -12533189.836674
  nChanged 3604
		SP:Iteration 11Q (27970.270000 sec): 3 clusters
  Score: Raw -12539685.493167 + Penalty 3750.185306 = -12535935.307861
  nChanged 2653
		SP:Iteration 12Q (27970.890000 sec): 3 clusters
  Score: Raw -12541679.499203 + Penalty 3750.185306 = -12537929.313896
  nChanged 2006
		SP:Iteration 13Q (27971.560000 sec): 3 clusters
  Score: Raw -12543149.581328 + Penalty 3750.185306 = -12539399.396022
  nChanged 1483
		SP:Iteration 14Q (27972.220000 sec): 3 clusters
  Score: Raw -12544207.176167 + Penalty 3750.185306 = -12540456.990861
  nChanged 1034
		SP:Iteration 15Q (27972.870000 sec): 3 clusters
  Score: Raw -12544936.068199 + Penalty 3750.185306 = -12541185.882892
  nChanged 680
		SP:Iteration 16Q (27973.520000 sec): 3 clusters
  Score: Raw -12545409.385352 + Penalty 3750.185306 = -12541659.200046
  nChanged 408
		SP:Iteration 17Q (27974.200000 sec): 3 clusters
  Score: Raw -12545684.470732 + Penalty 3750.185306 = -12541934.285425
  nChanged 254
		SP:Iteration 18Q (27974.840000 sec): 3 clusters
  Score: Raw -12545852.248610 + Penalty 3750.185306 = -12542102.063303
  nChanged 149
		SP:Iteration 19Q (27975.450000 sec): 3 clusters
  Score: Raw -12545949.578490 + Penalty 3750.185306 = -12542199.393184
  nChanged 96
		SP:Iteration 20F (27976.080000 sec): 3 clusters
  Score: Raw -12546021.034939 + Penalty 3750.185306 = -12542270.849633
  nChanged 73
		SP:Iteration 21Q (27976.640000 sec): 3 clusters
  Score: Raw -12546075.218714 + Penalty 3750.185306 = -12542325.033407
  nChanged 50
		SP:Iteration 22Q (27977.240000 sec): 3 clusters
  Score: Raw -12546103.216952 + Penalty 3750.185306 = -12542353.031645
  nChanged 28
		SP:Iteration 23Q (27977.880000 sec): 3 clusters
  Score: Raw -12546123.448777 + Penalty 3750.185306 = -12542373.263471
  nChanged 17
		SP:Iteration 24Q (27978.510000 sec): 3 clusters
  Score: Raw -12546136.129128 + Penalty 3750.185306 = -12542385.943822
  nChanged 6
		SP:Iteration 25Q (27979.090000 sec): 3 clusters
  Score: Raw -12546140.037456 + Penalty 3750.185306 = -12542389.852149
  nChanged 7
		SP:Iteration 26Q (27979.710000 sec): 3 clusters
  Score: Raw -12546143.508415 + Penalty 3750.185306 = -12542393.323108
  nChanged 3
		SP:Iteration 27Q (27980.330000 sec): 3 clusters
  Score: Raw -12546147.031298 + Penalty 3750.185306 = -12542396.845991
  nChanged 11
		SP:Iteration 28Q (27980.970000 sec): 3 clusters
  Score: Raw -12546153.921999 + Penalty 3750.185306 = -12542403.736693
  nChanged 12
		SP:Iteration 29Q (27981.600000 sec): 3 clusters
  Score: Raw -12546160.936386 + Penalty 3750.185306 = -12542410.751079
  nChanged 10
		SP:Iteration 30Q (27982.230000 sec): 3 clusters
  Score: Raw -12546168.722187 + Penalty 3750.185306 = -12542418.536881
  nChanged 11
		SP:Iteration 31Q (27982.890000 sec): 3 clusters
  Score: Raw -12546177.768140 + Penalty 3750.185306 = -12542427.582834
  nChanged 9
		SP:Iteration 32Q (27983.520000 sec): 3 clusters
  Score: Raw -12546185.935666 + Penalty 3750.185306 = -12542435.750360
  nChanged 13
		SP:Iteration 33Q (27984.180000 sec): 3 clusters
  Score: Raw -12546197.570805 + Penalty 3750.185306 = -12542447.385499
  nChanged 14
		SP:Iteration 34Q (27984.770000 sec): 3 clusters
  Score: Raw -12546209.511512 + Penalty 3750.185306 = -12542459.326205
  nChanged 7
		SP:Iteration 35Q (27985.410000 sec): 3 clusters
  Score: Raw -12546214.481477 + Penalty 3750.185306 = -12542464.296170
  nChanged 4
		SP:Iteration 36Q (27986.000000 sec): 3 clusters
  Score: Raw -12546217.425411 + Penalty 3750.185306 = -12542467.240105
  nChanged 1
		SP:Iteration 37Q (27986.630000 sec): 3 clusters
  Score: Raw -12546218.254342 + Penalty 3750.185306 = -12542468.069036
  nChanged 3
		SP:Iteration 38Q (27987.260000 sec): 3 clusters
  Score: Raw -12546220.269359 + Penalty 3750.185306 = -12542470.084052
  nChanged 3
		SP:Iteration 39Q (27987.880000 sec): 3 clusters
  Score: Raw -12546221.773511 + Penalty 3750.185306 = -12542471.588205
  nChanged 1
		SP:Iteration 40F (27988.520000 sec): 3 clusters
  Score: Raw -12546222.620482 + Penalty 3750.185306 = -12542472.435176
  nChanged 3
		SP:Iteration 41Q (27989.160000 sec): 3 clusters
  Score: Raw -12546224.269901 + Penalty 3750.185306 = -12542474.084594
  nChanged 1
		SP:Iteration 42Q (27989.800000 sec): 3 clusters
  Score: Raw -12546225.536260 + Penalty 3750.185306 = -12542475.350953
  nChanged 1
		SP:Iteration 43Q (27990.400000 sec): 3 clusters
  Score: Raw -12546226.188906 + Penalty 3750.185306 = -12542476.003600
  nChanged 1
		SP:Iteration 44Q (27991.000000 sec): 3 clusters
  Score: Raw -12546226.501522 + Penalty 3750.185306 = -12542476.316216
  nChanged 0
		SP:Iteration 45F (27991.630000 sec): 3 clusters
  Score: Raw -12546226.501522 + Penalty 3750.185306 = -12542476.316216
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27991.820000 sec): 2 clusters
  Score: Raw -1599164.288132 + Penalty 1541.709271 = -1597622.578862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27992.080000 sec): 3 clusters
  Score: Raw -1591511.899201 + Penalty 3083.418541 = -1588428.480660
  nChanged 5782
		SP:Iteration 1F (27992.320000 sec): 3 clusters
  Score: Raw -1594766.386756 + Penalty 3083.418541 = -1591682.968215
  nChanged 917
		SP:Iteration 2F (27992.540000 sec): 3 clusters
  Score: Raw -1595345.388097 + Penalty 3083.418541 = -1592261.969556
  nChanged 902
		SP:Iteration 3F (27992.800000 sec): 3 clusters
  Score: Raw -1596047.440320 + Penalty 3083.418541 = -1592964.021779
  nChanged 953
		SP:Iteration 4F (27992.990000 sec): 3 clusters
  Score: Raw -1596811.663573 + Penalty 3083.418541 = -1593728.245032
  nChanged 854
		SP:Iteration 5F (27993.220000 sec): 3 clusters
  Score: Raw -1597518.575670 + Penalty 3083.418541 = -1594435.157129
  nChanged 799
		SP:Iteration 6F (27993.500000 sec): 3 clusters
  Score: Raw -1598182.589705 + Penalty 3083.418541 = -1595099.171164
  nChanged 733
		SP:Iteration 7F (27993.710000 sec): 3 clusters
  Score: Raw -1598762.766001 + Penalty 3083.418541 = -1595679.347460
  nChanged 620
		SP:Iteration 8Q (27993.970000 sec): 3 clusters
  Score: Raw -1599207.161340 + Penalty 3083.418541 = -1596123.742799
  nChanged 464
		SP:Iteration 9Q (27994.170000 sec): 3 clusters
  Score: Raw -1599474.930925 + Penalty 3083.418541 = -1596391.512384
  nChanged 361
		SP:Iteration 10Q (27994.410000 sec): 3 clusters
  Score: Raw -1599662.392705 + Penalty 3083.418541 = -1596578.974164
  nChanged 310
		SP:Iteration 11Q (27994.610000 sec): 3 clusters
  Score: Raw -1599820.411456 + Penalty 3083.418541 = -1596736.992915
  nChanged 262
		SP:Iteration 12Q (27994.820000 sec): 3 clusters
  Score: Raw -1599939.089854 + Penalty 3083.418541 = -1596855.671313
  nChanged 218
		SP:Iteration 13Q (27995.030000 sec): 3 clusters
  Score: Raw -1600045.366389 + Penalty 3083.418541 = -1596961.947848
  nChanged 192
		SP:Iteration 14Q (27995.270000 sec): 3 clusters
  Score: Raw -1600134.583910 + Penalty 3083.418541 = -1597051.165369
  nChanged 173
		SP:Iteration 15Q (27995.480000 sec): 3 clusters
  Score: Raw -1600192.529661 + Penalty 3083.418541 = -1597109.111120
  nChanged 119
		SP:Iteration 16Q (27995.740000 sec): 3 clusters
  Score: Raw -1600225.880944 + Penalty 3083.418541 = -1597142.462402
  nChanged 102
		SP:Iteration 17Q (27995.920000 sec): 3 clusters
  Score: Raw -1600256.707475 + Penalty 3083.418541 = -1597173.288934
  nChanged 100
		SP:Iteration 18Q (27996.160000 sec): 3 clusters
  Score: Raw -1600278.546772 + Penalty 3083.418541 = -1597195.128230
  nChanged 77
		SP:Iteration 19Q (27996.360000 sec): 3 clusters
  Score: Raw -1600294.419372 + Penalty 3083.418541 = -1597211.000831
  nChanged 66
		SP:Iteration 20F (27996.610000 sec): 3 clusters
  Score: Raw -1600307.601763 + Penalty 3083.418541 = -1597224.183222
  nChanged 66
		SP:Iteration 21Q (27996.820000 sec): 3 clusters
  Score: Raw -1600320.116310 + Penalty 3083.418541 = -1597236.697769
  nChanged 53
		SP:Iteration 22Q (27997.080000 sec): 3 clusters
  Score: Raw -1600331.858604 + Penalty 3083.418541 = -1597248.440063
  nChanged 54
		SP:Iteration 23Q (27997.290000 sec): 3 clusters
  Score: Raw -1600342.591466 + Penalty 3083.418541 = -1597259.172925
  nChanged 40
		SP:Iteration 24Q (27997.540000 sec): 3 clusters
  Score: Raw -1600349.582324 + Penalty 3083.418541 = -1597266.163782
  nChanged 32
		SP:Iteration 25Q (27997.790000 sec): 3 clusters
  Score: Raw -1600354.756965 + Penalty 3083.418541 = -1597271.338424
  nChanged 32
		SP:Iteration 26Q (27997.980000 sec): 3 clusters
  Score: Raw -1600359.558797 + Penalty 3083.418541 = -1597276.140256
  nChanged 26
		SP:Iteration 27Q (27998.240000 sec): 3 clusters
  Score: Raw -1600363.814836 + Penalty 3083.418541 = -1597280.396295
  nChanged 34
		SP:Iteration 28Q (27998.440000 sec): 3 clusters
  Score: Raw -1600368.472328 + Penalty 3083.418541 = -1597285.053787
  nChanged 32
		SP:Iteration 29Q (27998.690000 sec): 3 clusters
  Score: Raw -1600373.799208 + Penalty 3083.418541 = -1597290.380667
  nChanged 30
		SP:Iteration 30Q (27998.900000 sec): 3 clusters
  Score: Raw -1600379.831029 + Penalty 3083.418541 = -1597296.412488
  nChanged 29
		SP:Iteration 31Q (27999.120000 sec): 3 clusters
  Score: Raw -1600385.403926 + Penalty 3083.418541 = -1597301.985385
  nChanged 27
		SP:Iteration 32Q (27999.380000 sec): 3 clusters
  Score: Raw -1600388.036664 + Penalty 3083.418541 = -1597304.618123
  nChanged 15
		SP:Iteration 33Q (27999.570000 sec): 3 clusters
  Score: Raw -1600389.665705 + Penalty 3083.418541 = -1597306.247164
  nChanged 14
		SP:Iteration 34Q (27999.840000 sec): 3 clusters
  Score: Raw -1600391.133056 + Penalty 3083.418541 = -1597307.714515
  nChanged 13
		SP:Iteration 35Q (28000.040000 sec): 3 clusters
  Score: Raw -1600392.877369 + Penalty 3083.418541 = -1597309.458828
  nChanged 16
		SP:Iteration 36Q (28000.290000 sec): 3 clusters
  Score: Raw -1600394.592317 + Penalty 3083.418541 = -1597311.173776
  nChanged 18
		SP:Iteration 37Q (28000.520000 sec): 3 clusters
  Score: Raw -1600396.879175 + Penalty 3083.418541 = -1597313.460633
  nChanged 20
		SP:Iteration 38Q (28000.750000 sec): 3 clusters
  Score: Raw -1600399.822903 + Penalty 3083.418541 = -1597316.404362
  nChanged 29
		SP:Iteration 39Q (28000.960000 sec): 3 clusters
  Score: Raw -1600404.739398 + Penalty 3083.418541 = -1597321.320857
  nChanged 36
		SP:Iteration 40F (28001.180000 sec): 3 clusters
  Score: Raw -1600413.589160 + Penalty 3083.418541 = -1597330.170619
  nChanged 45
		SP:Iteration 41Q (28001.400000 sec): 3 clusters
  Score: Raw -1600425.699647 + Penalty 3083.418541 = -1597342.281106
  nChanged 52
		SP:Iteration 42Q (28001.640000 sec): 3 clusters
  Score: Raw -1600439.144758 + Penalty 3083.418541 = -1597355.726217
  nChanged 51
		SP:Iteration 43Q (28001.860000 sec): 3 clusters
  Score: Raw -1600453.056466 + Penalty 3083.418541 = -1597369.637925
  nChanged 55
		SP:Iteration 44Q (28002.090000 sec): 3 clusters
  Score: Raw -1600473.621385 + Penalty 3083.418541 = -1597390.202844
  nChanged 61
		SP:Iteration 45Q (28002.340000 sec): 3 clusters
  Score: Raw -1600498.565490 + Penalty 3083.418541 = -1597415.146949
  nChanged 64
		SP:Iteration 46Q (28002.520000 sec): 3 clusters
  Score: Raw -1600523.166084 + Penalty 3083.418541 = -1597439.747543
  nChanged 62
		SP:Iteration 47Q (28002.750000 sec): 3 clusters
  Score: Raw -1600545.059971 + Penalty 3083.418541 = -1597461.641430
  nChanged 50
		SP:Iteration 48Q (28002.980000 sec): 3 clusters
  Score: Raw -1600558.554781 + Penalty 3083.418541 = -1597475.136240
  nChanged 45
		SP:Iteration 49Q (28003.190000 sec): 3 clusters
  Score: Raw -1600568.647401 + Penalty 3083.418541 = -1597485.228860
  nChanged 32
		SP:Iteration 50Q (28003.420000 sec): 3 clusters
  Score: Raw -1600573.795964 + Penalty 3083.418541 = -1597490.377423
  nChanged 18
		SP:Iteration 51Q (28003.650000 sec): 3 clusters
  Score: Raw -1600576.128446 + Penalty 3083.418541 = -1597492.709904
  nChanged 16
		SP:Iteration 52Q (28003.860000 sec): 3 clusters
  Score: Raw -1600577.505828 + Penalty 3083.418541 = -1597494.087287
  nChanged 7
		SP:Iteration 53Q (28004.120000 sec): 3 clusters
  Score: Raw -1600578.285344 + Penalty 3083.418541 = -1597494.866803
  nChanged 8
		SP:Iteration 54Q (28004.350000 sec): 3 clusters
  Score: Raw -1600578.793221 + Penalty 3083.418541 = -1597495.374680
  nChanged 6
		SP:Iteration 55Q (28004.580000 sec): 3 clusters
  Score: Raw -1600579.206958 + Penalty 3083.418541 = -1597495.788417
  nChanged 8
		SP:Iteration 56Q (28004.790000 sec): 3 clusters
  Score: Raw -1600579.808459 + Penalty 3083.418541 = -1597496.389918
  nChanged 3
		SP:Iteration 57Q (28005.050000 sec): 3 clusters
  Score: Raw -1600579.966824 + Penalty 3083.418541 = -1597496.548283
  nChanged 2
		SP:Iteration 58Q (28005.250000 sec): 3 clusters
  Score: Raw -1600580.136038 + Penalty 3083.418541 = -1597496.717497
  nChanged 4
		SP:Iteration 59Q (28005.460000 sec): 3 clusters
  Score: Raw -1600580.469031 + Penalty 3083.418541 = -1597497.050490
  nChanged 5
		SP:Iteration 60F (28005.670000 sec): 3 clusters
  Score: Raw -1600580.813669 + Penalty 3083.418541 = -1597497.395128
  nChanged 2
		SP:Iteration 61Q (28005.880000 sec): 3 clusters
  Score: Raw -1600581.018196 + Penalty 3083.418541 = -1597497.599655
  nChanged 5
		SP:Iteration 62Q (28006.160000 sec): 3 clusters
  Score: Raw -1600581.293623 + Penalty 3083.418541 = -1597497.875082
  nChanged 3
		SP:Iteration 63Q (28006.360000 sec): 3 clusters
  Score: Raw -1600581.525500 + Penalty 3083.418541 = -1597498.106959
  nChanged 6
		SP:Iteration 64Q (28006.560000 sec): 3 clusters
  Score: Raw -1600581.930243 + Penalty 3083.418541 = -1597498.511702
  nChanged 0
		SP:Iteration 65F (28006.780000 sec): 3 clusters
  Score: Raw -1600581.930243 + Penalty 3083.418541 = -1597498.511702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28006.880000 sec): 2 clusters
  Score: Raw -141499.706482 + Penalty 1153.082648 = -140346.623834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28007.060000 sec): 3 clusters
  Score: Raw -141089.816780 + Penalty 2306.165297 = -138783.651484
  nChanged 374
		SP:Iteration 1F (28007.240000 sec): 3 clusters
  Score: Raw -141370.265457 + Penalty 2306.165297 = -139064.100160
  nChanged 79
		SP:Iteration 2F (28007.440000 sec): 3 clusters
  Score: Raw -141440.257762 + Penalty 2306.165297 = -139134.092465
  nChanged 45
		SP:Iteration 3Q (28007.640000 sec): 3 clusters
  Score: Raw -141478.284698 + Penalty 2306.165297 = -139172.119401
  nChanged 35
		SP:Iteration 4Q (28007.780000 sec): 3 clusters
  Score: Raw -141502.459882 + Penalty 2306.165297 = -139196.294585
  nChanged 18
		SP:Iteration 5Q (28007.960000 sec): 3 clusters
  Score: Raw -141516.884023 + Penalty 2306.165297 = -139210.718726
  nChanged 21
		SP:Iteration 6Q (28008.150000 sec): 3 clusters
  Score: Raw -141535.362443 + Penalty 2306.165297 = -139229.197146
  nChanged 26
		SP:Iteration 7Q (28008.360000 sec): 3 clusters
  Score: Raw -141554.956572 + Penalty 2306.165297 = -139248.791275
  nChanged 19
		SP:Iteration 8Q (28008.490000 sec): 3 clusters
  Score: Raw -141573.957373 + Penalty 2306.165297 = -139267.792076
  nChanged 19
		SP:Iteration 9Q (28008.690000 sec): 3 clusters
  Score: Raw -141589.559004 + Penalty 2306.165297 = -139283.393708
  nChanged 19
		SP:Iteration 10Q (28008.890000 sec): 3 clusters
  Score: Raw -141602.289948 + Penalty 2306.165297 = -139296.124651
  nChanged 18
		SP:Iteration 11Q (28009.070000 sec): 3 clusters
  Score: Raw -141616.811666 + Penalty 2306.165297 = -139310.646369
  nChanged 20
		SP:Iteration 12Q (28009.220000 sec): 3 clusters
  Score: Raw -141634.897426 + Penalty 2306.165297 = -139328.732129
  nChanged 19
		SP:Iteration 13Q (28009.400000 sec): 3 clusters
  Score: Raw -141649.499900 + Penalty 2306.165297 = -139343.334603
  nChanged 12
		SP:Iteration 14Q (28009.580000 sec): 3 clusters
  Score: Raw -141658.430533 + Penalty 2306.165297 = -139352.265236
  nChanged 10
		SP:Iteration 15Q (28009.740000 sec): 3 clusters
  Score: Raw -141665.625649 + Penalty 2306.165297 = -139359.460352
  nChanged 8
		SP:Iteration 16Q (28009.910000 sec): 3 clusters
  Score: Raw -141672.289792 + Penalty 2306.165297 = -139366.124495
  nChanged 8
		SP:Iteration 17Q (28010.070000 sec): 3 clusters
  Score: Raw -141680.550095 + Penalty 2306.165297 = -139374.384798
  nChanged 10
		SP:Iteration 18Q (28010.260000 sec): 3 clusters
  Score: Raw -141689.569196 + Penalty 2306.165297 = -139383.403899
  nChanged 3
		SP:Iteration 19Q (28010.430000 sec): 3 clusters
  Score: Raw -141691.686973 + Penalty 2306.165297 = -139385.521676
  nChanged 1
		SP:Iteration 20F (28010.630000 sec): 3 clusters
  Score: Raw -141692.810034 + Penalty 2306.165297 = -139386.644737
  nChanged 7
		SP:Iteration 21Q (28010.780000 sec): 3 clusters
  Score: Raw -141697.912561 + Penalty 2306.165297 = -139391.747264
  nChanged 7
		SP:Iteration 22Q (28010.920000 sec): 3 clusters
  Score: Raw -141709.403458 + Penalty 2306.165297 = -139403.238161
  nChanged 8
		SP:Iteration 23Q (28011.080000 sec): 3 clusters
  Score: Raw -141716.285310 + Penalty 2306.165297 = -139410.120013
  nChanged 5
		SP:Iteration 24Q (28011.280000 sec): 3 clusters
  Score: Raw -141720.376892 + Penalty 2306.165297 = -139414.211595
  nChanged 4
		SP:Iteration 25Q (28011.460000 sec): 3 clusters
  Score: Raw -141723.705166 + Penalty 2306.165297 = -139417.539869
  nChanged 1
		SP:Iteration 26Q (28011.640000 sec): 3 clusters
  Score: Raw -141724.799542 + Penalty 2306.165297 = -139418.634246
  nChanged 0
		SP:Iteration 27F (28011.760000 sec): 3 clusters
  Score: Raw -141724.799542 + Penalty 2306.165297 = -139418.634246
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28011.910000 sec): 2 clusters
  Score: Raw -537430.666701 + Penalty 1377.207067 = -536053.459633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28012.090000 sec): 3 clusters
  Score: Raw -534909.213629 + Penalty 2754.414135 = -532154.799494
  nChanged 1966
		SP:Iteration 1F (28012.260000 sec): 3 clusters
  Score: Raw -536203.860016 + Penalty 2754.414135 = -533449.445882
  nChanged 389
		SP:Iteration 2F (28012.440000 sec): 3 clusters
  Score: Raw -536432.602743 + Penalty 2754.414135 = -533678.188608
  nChanged 276
		SP:Iteration 3F (28012.610000 sec): 3 clusters
  Score: Raw -536614.311995 + Penalty 2754.414135 = -533859.897860
  nChanged 244
		SP:Iteration 4F (28012.830000 sec): 3 clusters
  Score: Raw -536772.105062 + Penalty 2754.414135 = -534017.690927
  nChanged 223
		SP:Iteration 5Q (28013.040000 sec): 3 clusters
  Score: Raw -536957.809799 + Penalty 2754.414135 = -534203.395664
  nChanged 212
		SP:Iteration 6Q (28013.190000 sec): 3 clusters
  Score: Raw -537130.821713 + Penalty 2754.414135 = -534376.407578
  nChanged 214
		SP:Iteration 7Q (28013.400000 sec): 3 clusters
  Score: Raw -537278.806321 + Penalty 2754.414135 = -534524.392186
  nChanged 171
		SP:Iteration 8Q (28013.620000 sec): 3 clusters
  Score: Raw -537386.505874 + Penalty 2754.414135 = -534632.091739
  nChanged 135
		SP:Iteration 9Q (28013.780000 sec): 3 clusters
  Score: Raw -537461.737364 + Penalty 2754.414135 = -534707.323229
  nChanged 95
		SP:Iteration 10Q (28013.970000 sec): 3 clusters
  Score: Raw -537506.652063 + Penalty 2754.414135 = -534752.237928
  nChanged 86
		SP:Iteration 11Q (28014.160000 sec): 3 clusters
  Score: Raw -537556.219408 + Penalty 2754.414135 = -534801.805273
  nChanged 81
		SP:Iteration 12Q (28014.390000 sec): 3 clusters
  Score: Raw -537598.250414 + Penalty 2754.414135 = -534843.836279
  nChanged 76
		SP:Iteration 13Q (28014.580000 sec): 3 clusters
  Score: Raw -537625.776684 + Penalty 2754.414135 = -534871.362549
  nChanged 63
		SP:Iteration 14Q (28014.760000 sec): 3 clusters
  Score: Raw -537651.854387 + Penalty 2754.414135 = -534897.440252
  nChanged 51
		SP:Iteration 15Q (28014.960000 sec): 3 clusters
  Score: Raw -537674.830096 + Penalty 2754.414135 = -534920.415961
  nChanged 58
		SP:Iteration 16Q (28015.140000 sec): 3 clusters
  Score: Raw -537700.093926 + Penalty 2754.414135 = -534945.679791
  nChanged 53
		SP:Iteration 17Q (28015.350000 sec): 3 clusters
  Score: Raw -537724.272494 + Penalty 2754.414135 = -534969.858360
  nChanged 53
		SP:Iteration 18Q (28015.520000 sec): 3 clusters
  Score: Raw -537744.097176 + Penalty 2754.414135 = -534989.683041
  nChanged 40
		SP:Iteration 19Q (28015.700000 sec): 3 clusters
  Score: Raw -537755.804078 + Penalty 2754.414135 = -535001.389943
  nChanged 28
		SP:Iteration 20F (28015.880000 sec): 3 clusters
  Score: Raw -537764.011398 + Penalty 2754.414135 = -535009.597263
  nChanged 27
		SP:Iteration 21Q (28016.070000 sec): 3 clusters
  Score: Raw -537772.447253 + Penalty 2754.414135 = -535018.033118
  nChanged 21
		SP:Iteration 22Q (28016.230000 sec): 3 clusters
  Score: Raw -537777.429913 + Penalty 2754.414135 = -535023.015778
  nChanged 18
		SP:Iteration 23Q (28016.430000 sec): 3 clusters
  Score: Raw -537782.960326 + Penalty 2754.414135 = -535028.546191
  nChanged 23
		SP:Iteration 24Q (28016.590000 sec): 3 clusters
  Score: Raw -537787.524388 + Penalty 2754.414135 = -535033.110253
  nChanged 16
		SP:Iteration 25Q (28016.780000 sec): 3 clusters
  Score: Raw -537791.554846 + Penalty 2754.414135 = -535037.140712
  nChanged 20
		SP:Iteration 26Q (28017.000000 sec): 3 clusters
  Score: Raw -537796.672739 + Penalty 2754.414135 = -535042.258604
  nChanged 20
		SP:Iteration 27Q (28017.160000 sec): 3 clusters
  Score: Raw -537801.916852 + Penalty 2754.414135 = -535047.502717
  nChanged 26
		SP:Iteration 28Q (28017.360000 sec): 3 clusters
  Score: Raw -537810.477514 + Penalty 2754.414135 = -535056.063379
  nChanged 24
		SP:Iteration 29Q (28017.600000 sec): 3 clusters
  Score: Raw -537817.092731 + Penalty 2754.414135 = -535062.678596
  nChanged 26
		SP:Iteration 30Q (28017.760000 sec): 3 clusters
  Score: Raw -537825.679352 + Penalty 2754.414135 = -535071.265217
  nChanged 30
		SP:Iteration 31Q (28017.960000 sec): 3 clusters
  Score: Raw -537834.962397 + Penalty 2754.414135 = -535080.548262
  nChanged 27
		SP:Iteration 32Q (28018.150000 sec): 3 clusters
  Score: Raw -537842.236946 + Penalty 2754.414135 = -535087.822811
  nChanged 23
		SP:Iteration 33Q (28018.340000 sec): 3 clusters
  Score: Raw -537848.163518 + Penalty 2754.414135 = -535093.749383
  nChanged 19
		SP:Iteration 34Q (28018.520000 sec): 3 clusters
  Score: Raw -537854.545032 + Penalty 2754.414135 = -535100.130898
  nChanged 18
		SP:Iteration 35Q (28018.730000 sec): 3 clusters
  Score: Raw -537860.946131 + Penalty 2754.414135 = -535106.531996
  nChanged 22
		SP:Iteration 36Q (28018.930000 sec): 3 clusters
  Score: Raw -537869.830250 + Penalty 2754.414135 = -535115.416115
  nChanged 27
		SP:Iteration 37Q (28019.140000 sec): 3 clusters
  Score: Raw -537879.985647 + Penalty 2754.414135 = -535125.571512
  nChanged 29
		SP:Iteration 38Q (28019.330000 sec): 3 clusters
  Score: Raw -537888.048211 + Penalty 2754.414135 = -535133.634076
  nChanged 24
		SP:Iteration 39Q (28019.520000 sec): 3 clusters
  Score: Raw -537894.474116 + Penalty 2754.414135 = -535140.059981
  nChanged 37
		SP:Iteration 40F (28019.720000 sec): 3 clusters
  Score: Raw -537907.447856 + Penalty 2754.414135 = -535153.033721
  nChanged 35
		SP:Iteration 41Q (28019.920000 sec): 3 clusters
  Score: Raw -537920.289265 + Penalty 2754.414135 = -535165.875130
  nChanged 39
		SP:Iteration 42Q (28020.100000 sec): 3 clusters
  Score: Raw -537936.469226 + Penalty 2754.414135 = -535182.055092
  nChanged 43
		SP:Iteration 43Q (28020.320000 sec): 3 clusters
  Score: Raw -537948.978188 + Penalty 2754.414135 = -535194.564053
  nChanged 35
		SP:Iteration 44Q (28020.540000 sec): 3 clusters
  Score: Raw -537962.299779 + Penalty 2754.414135 = -535207.885644
  nChanged 41
		SP:Iteration 45Q (28020.710000 sec): 3 clusters
  Score: Raw -537979.648360 + Penalty 2754.414135 = -535225.234225
  nChanged 48
		SP:Iteration 46Q (28020.950000 sec): 3 clusters
  Score: Raw -538004.106423 + Penalty 2754.414135 = -535249.692288
  nChanged 52
		SP:Iteration 47Q (28021.120000 sec): 3 clusters
  Score: Raw -538027.786660 + Penalty 2754.414135 = -535273.372525
  nChanged 47
		SP:Iteration 48Q (28021.330000 sec): 3 clusters
  Score: Raw -538045.507576 + Penalty 2754.414135 = -535291.093441
  nChanged 38
		SP:Iteration 49Q (28021.500000 sec): 3 clusters
  Score: Raw -538062.001483 + Penalty 2754.414135 = -535307.587348
  nChanged 55
		SP:Iteration 50Q (28021.680000 sec): 3 clusters
  Score: Raw -538086.707972 + Penalty 2754.414135 = -535332.293837
  nChanged 52
		SP:Iteration 51Q (28021.870000 sec): 3 clusters
  Score: Raw -538114.125662 + Penalty 2754.414135 = -535359.711527
  nChanged 55
		SP:Iteration 52Q (28022.070000 sec): 3 clusters
  Score: Raw -538137.813687 + Penalty 2754.414135 = -535383.399552
  nChanged 58
		SP:Iteration 53Q (28022.250000 sec): 3 clusters
  Score: Raw -538158.943497 + Penalty 2754.414135 = -535404.529362
  nChanged 43
		SP:Iteration 54Q (28022.400000 sec): 3 clusters
  Score: Raw -538173.573566 + Penalty 2754.414135 = -535419.159431
  nChanged 32
		SP:Iteration 55Q (28022.600000 sec): 3 clusters
  Score: Raw -538184.839988 + Penalty 2754.414135 = -535430.425853
  nChanged 35
		SP:Iteration 56Q (28022.780000 sec): 3 clusters
  Score: Raw -538198.787540 + Penalty 2754.414135 = -535444.373406
  nChanged 38
		SP:Iteration 57Q (28022.980000 sec): 3 clusters
  Score: Raw -538212.271132 + Penalty 2754.414135 = -535457.856997
  nChanged 35
		SP:Iteration 58Q (28023.180000 sec): 3 clusters
  Score: Raw -538222.360465 + Penalty 2754.414135 = -535467.946330
  nChanged 30
		SP:Iteration 59Q (28023.350000 sec): 3 clusters
  Score: Raw -538233.597050 + Penalty 2754.414135 = -535479.182915
  nChanged 25
		SP:Iteration 60F (28023.560000 sec): 3 clusters
  Score: Raw -538242.757086 + Penalty 2754.414135 = -535488.342952
  nChanged 24
		SP:Iteration 61Q (28023.740000 sec): 3 clusters
  Score: Raw -538250.378668 + Penalty 2754.414135 = -535495.964534
  nChanged 27
		SP:Iteration 62Q (28023.920000 sec): 3 clusters
  Score: Raw -538257.436130 + Penalty 2754.414135 = -535503.021995
  nChanged 20
		SP:Iteration 63Q (28024.120000 sec): 3 clusters
  Score: Raw -538263.122840 + Penalty 2754.414135 = -535508.708705
  nChanged 19
		SP:Iteration 64Q (28024.330000 sec): 3 clusters
  Score: Raw -538268.712278 + Penalty 2754.414135 = -535514.298143
  nChanged 20
		SP:Iteration 65Q (28024.490000 sec): 3 clusters
  Score: Raw -538273.209478 + Penalty 2754.414135 = -535518.795343
  nChanged 20
		SP:Iteration 66Q (28024.650000 sec): 3 clusters
  Score: Raw -538278.134691 + Penalty 2754.414135 = -535523.720556
  nChanged 16
		SP:Iteration 67Q (28024.850000 sec): 3 clusters
  Score: Raw -538283.363826 + Penalty 2754.414135 = -535528.949691
  nChanged 16
		SP:Iteration 68Q (28025.040000 sec): 3 clusters
  Score: Raw -538286.589621 + Penalty 2754.414135 = -535532.175486
  nChanged 9
		SP:Iteration 69Q (28025.260000 sec): 3 clusters
  Score: Raw -538288.187175 + Penalty 2754.414135 = -535533.773041
  nChanged 5
		SP:Iteration 70Q (28025.420000 sec): 3 clusters
  Score: Raw -538288.815789 + Penalty 2754.414135 = -535534.401654
  nChanged 4
		SP:Iteration 71Q (28025.590000 sec): 3 clusters
  Score: Raw -538289.434246 + Penalty 2754.414135 = -535535.020111
  nChanged 1
		SP:Iteration 72Q (28025.760000 sec): 3 clusters
  Score: Raw -538289.675760 + Penalty 2754.414135 = -535535.261625
  nChanged 1
		SP:Iteration 73Q (28025.930000 sec): 3 clusters
  Score: Raw -538289.844947 + Penalty 2754.414135 = -535535.430812
  nChanged 0
		SP:Iteration 74F (28026.090000 sec): 3 clusters
  Score: Raw -538289.844947 + Penalty 2754.414135 = -535535.430812
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28026.190000 sec): 2 clusters
  Score: Raw -142910.708637 + Penalty 1178.112900 = -141732.595737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28026.380000 sec): 3 clusters
  Score: Raw -142423.939547 + Penalty 2356.225799 = -140067.713748
  nChanged 453
		SP:Iteration 1F (28026.530000 sec): 3 clusters
  Score: Raw -142816.706826 + Penalty 2356.225799 = -140460.481027
  nChanged 116
		SP:Iteration 2F (28026.700000 sec): 3 clusters
  Score: Raw -142941.551106 + Penalty 2356.225799 = -140585.325306
  nChanged 81
		SP:Iteration 3F (28026.860000 sec): 3 clusters
  Score: Raw -143044.647925 + Penalty 2356.225799 = -140688.422126
  nChanged 69
		SP:Iteration 4Q (28027.050000 sec): 3 clusters
  Score: Raw -143131.092904 + Penalty 2356.225799 = -140774.867104
  nChanged 62
		SP:Iteration 5Q (28027.250000 sec): 3 clusters
  Score: Raw -143203.007328 + Penalty 2356.225799 = -140846.781528
  nChanged 41
		SP:Iteration 6Q (28027.420000 sec): 3 clusters
  Score: Raw -143243.203633 + Penalty 2356.225799 = -140886.977834
  nChanged 32
		SP:Iteration 7Q (28027.610000 sec): 3 clusters
  Score: Raw -143280.407585 + Penalty 2356.225799 = -140924.181786
  nChanged 21
		SP:Iteration 8Q (28027.770000 sec): 3 clusters
  Score: Raw -143294.891588 + Penalty 2356.225799 = -140938.665788
  nChanged 14
		SP:Iteration 9Q (28027.970000 sec): 3 clusters
  Score: Raw -143303.535235 + Penalty 2356.225799 = -140947.309436
  nChanged 6
		SP:Iteration 10Q (28028.120000 sec): 3 clusters
  Score: Raw -143306.501601 + Penalty 2356.225799 = -140950.275801
  nChanged 6
		SP:Iteration 11Q (28028.310000 sec): 3 clusters
  Score: Raw -143309.981793 + Penalty 2356.225799 = -140953.755994
  nChanged 3
		SP:Iteration 12Q (28028.470000 sec): 3 clusters
  Score: Raw -143312.404657 + Penalty 2356.225799 = -140956.178857
  nChanged 2
		SP:Iteration 13Q (28028.630000 sec): 3 clusters
  Score: Raw -143313.540299 + Penalty 2356.225799 = -140957.314500
  nChanged 1
		SP:Iteration 14Q (28028.780000 sec): 3 clusters
  Score: Raw -143313.628518 + Penalty 2356.225799 = -140957.402719
  nChanged 0
		SP:Iteration 15F (28028.930000 sec): 3 clusters
  Score: Raw -143313.628518 + Penalty 2356.225799 = -140957.402719
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28029.030000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28029.200000 sec): 3 clusters
  Score: Raw -134452.097050 + Penalty 2289.026973 = -132163.070078
  nChanged 370
		SP:Iteration 1F (28029.370000 sec): 3 clusters
  Score: Raw -134749.861672 + Penalty 2289.026973 = -132460.834699
  nChanged 98
		SP:Iteration 2F (28029.530000 sec): 3 clusters
  Score: Raw -134853.052837 + Penalty 2289.026973 = -132564.025864
  nChanged 58
		SP:Iteration 3F (28029.680000 sec): 3 clusters
  Score: Raw -134918.111622 + Penalty 2289.026973 = -132629.084650
  nChanged 42
		SP:Iteration 4Q (28029.860000 sec): 3 clusters
  Score: Raw -134967.942057 + Penalty 2289.026973 = -132678.915084
  nChanged 34
		SP:Iteration 5Q (28030.060000 sec): 3 clusters
  Score: Raw -135002.424058 + Penalty 2289.026973 = -132713.397085
  nChanged 30
		SP:Iteration 6Q (28030.230000 sec): 3 clusters
  Score: Raw -135031.182156 + Penalty 2289.026973 = -132742.155184
  nChanged 26
		SP:Iteration 7Q (28030.400000 sec): 3 clusters
  Score: Raw -135058.131266 + Penalty 2289.026973 = -132769.104293
  nChanged 26
		SP:Iteration 8Q (28030.560000 sec): 3 clusters
  Score: Raw -135083.528044 + Penalty 2289.026973 = -132794.501071
  nChanged 26
		SP:Iteration 9Q (28030.720000 sec): 3 clusters
  Score: Raw -135123.041631 + Penalty 2289.026973 = -132834.014658
  nChanged 26
		SP:Iteration 10Q (28030.910000 sec): 3 clusters
  Score: Raw -135149.751722 + Penalty 2289.026973 = -132860.724749
  nChanged 25
		SP:Iteration 11Q (28031.090000 sec): 3 clusters
  Score: Raw -135194.919402 + Penalty 2289.026973 = -132905.892429
  nChanged 30
		SP:Iteration 12Q (28031.270000 sec): 3 clusters
  Score: Raw -135231.089551 + Penalty 2289.026973 = -132942.062579
  nChanged 18
		SP:Iteration 13Q (28031.440000 sec): 3 clusters
  Score: Raw -135245.288686 + Penalty 2289.026973 = -132956.261713
  nChanged 7
		SP:Iteration 14Q (28031.650000 sec): 3 clusters
  Score: Raw -135252.259598 + Penalty 2289.026973 = -132963.232626
  nChanged 6
		SP:Iteration 15Q (28031.790000 sec): 3 clusters
  Score: Raw -135258.028310 + Penalty 2289.026973 = -132969.001337
  nChanged 4
		SP:Iteration 16Q (28031.990000 sec): 3 clusters
  Score: Raw -135264.984603 + Penalty 2289.026973 = -132975.957630
  nChanged 9
		SP:Iteration 17Q (28032.160000 sec): 3 clusters
  Score: Raw -135272.327744 + Penalty 2289.026973 = -132983.300771
  nChanged 4
		SP:Iteration 18Q (28032.330000 sec): 3 clusters
  Score: Raw -135275.749175 + Penalty 2289.026973 = -132986.722202
  nChanged 2
		SP:Iteration 19Q (28032.540000 sec): 3 clusters
  Score: Raw -135277.526763 + Penalty 2289.026973 = -132988.499790
  nChanged 1
		SP:Iteration 20F (28032.680000 sec): 3 clusters
  Score: Raw -135278.266945 + Penalty 2289.026973 = -132989.239972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28032.790000 sec): 2 clusters
  Score: Raw -729909.411825 + Penalty 1417.551529 = -728491.860296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28033.030000 sec): 3 clusters
  Score: Raw -726632.655407 + Penalty 2835.103057 = -723797.552350
  nChanged 2492
		SP:Iteration 1F (28033.220000 sec): 3 clusters
  Score: Raw -727933.674110 + Penalty 2835.103057 = -725098.571053
  nChanged 436
		SP:Iteration 2F (28033.410000 sec): 3 clusters
  Score: Raw -728147.946109 + Penalty 2835.103057 = -725312.843052
  nChanged 315
		SP:Iteration 3F (28033.600000 sec): 3 clusters
  Score: Raw -728276.990006 + Penalty 2835.103057 = -725441.886949
  nChanged 224
		SP:Iteration 4Q (28033.760000 sec): 3 clusters
  Score: Raw -728380.880989 + Penalty 2835.103057 = -725545.777931
  nChanged 226
		SP:Iteration 5Q (28033.940000 sec): 3 clusters
  Score: Raw -728473.090153 + Penalty 2835.103057 = -725637.987096
  nChanged 188
		SP:Iteration 6Q (28034.120000 sec): 3 clusters
  Score: Raw -728547.240741 + Penalty 2835.103057 = -725712.137684
  nChanged 195
		SP:Iteration 7Q (28034.300000 sec): 3 clusters
  Score: Raw -728627.750056 + Penalty 2835.103057 = -725792.646999
  nChanged 210
		SP:Iteration 8Q (28034.480000 sec): 3 clusters
  Score: Raw -728716.116673 + Penalty 2835.103057 = -725881.013615
  nChanged 195
		SP:Iteration 9Q (28034.680000 sec): 3 clusters
  Score: Raw -728814.480194 + Penalty 2835.103057 = -725979.377137
  nChanged 200
		SP:Iteration 10Q (28034.880000 sec): 3 clusters
  Score: Raw -728912.360386 + Penalty 2835.103057 = -726077.257329
  nChanged 198
		SP:Iteration 11Q (28035.080000 sec): 3 clusters
  Score: Raw -729019.054669 + Penalty 2835.103057 = -726183.951612
  nChanged 199
		SP:Iteration 12Q (28035.270000 sec): 3 clusters
  Score: Raw -729135.103847 + Penalty 2835.103057 = -726300.000789
  nChanged 214
		SP:Iteration 13Q (28035.450000 sec): 3 clusters
  Score: Raw -729280.565832 + Penalty 2835.103057 = -726445.462774
  nChanged 218
		SP:Iteration 14Q (28035.630000 sec): 3 clusters
  Score: Raw -729440.271256 + Penalty 2835.103057 = -726605.168199
  nChanged 203
		SP:Iteration 15Q (28035.810000 sec): 3 clusters
  Score: Raw -729583.603760 + Penalty 2835.103057 = -726748.500702
  nChanged 181
		SP:Iteration 16Q (28036.020000 sec): 3 clusters
  Score: Raw -729719.346405 + Penalty 2835.103057 = -726884.243348
  nChanged 162
		SP:Iteration 17Q (28036.220000 sec): 3 clusters
  Score: Raw -729839.845895 + Penalty 2835.103057 = -727004.742837
  nChanged 154
		SP:Iteration 18Q (28036.430000 sec): 3 clusters
  Score: Raw -729950.217349 + Penalty 2835.103057 = -727115.114292
  nChanged 111
		SP:Iteration 19Q (28036.660000 sec): 3 clusters
  Score: Raw -730030.015800 + Penalty 2835.103057 = -727194.912743
  nChanged 97
		SP:Iteration 20F (28036.820000 sec): 3 clusters
  Score: Raw -730099.801105 + Penalty 2835.103057 = -727264.698048
  nChanged 75
		SP:Iteration 21Q (28037.030000 sec): 3 clusters
  Score: Raw -730148.019786 + Penalty 2835.103057 = -727312.916729
  nChanged 63
		SP:Iteration 22Q (28037.220000 sec): 3 clusters
  Score: Raw -730180.634307 + Penalty 2835.103057 = -727345.531250
  nChanged 44
		SP:Iteration 23Q (28037.390000 sec): 3 clusters
  Score: Raw -730201.064170 + Penalty 2835.103057 = -727365.961113
  nChanged 25
		SP:Iteration 24Q (28037.600000 sec): 3 clusters
  Score: Raw -730213.072112 + Penalty 2835.103057 = -727377.969055
  nChanged 22
		SP:Iteration 25Q (28037.780000 sec): 3 clusters
  Score: Raw -730225.535731 + Penalty 2835.103057 = -727390.432674
  nChanged 24
		SP:Iteration 26Q (28037.990000 sec): 3 clusters
  Score: Raw -730238.950767 + Penalty 2835.103057 = -727403.847710
  nChanged 22
		SP:Iteration 27Q (28038.170000 sec): 3 clusters
  Score: Raw -730251.048254 + Penalty 2835.103057 = -727415.945197
  nChanged 23
		SP:Iteration 28Q (28038.340000 sec): 3 clusters
  Score: Raw -730260.759086 + Penalty 2835.103057 = -727425.656029
  nChanged 16
		SP:Iteration 29Q (28038.570000 sec): 3 clusters
  Score: Raw -730266.624071 + Penalty 2835.103057 = -727431.521014
  nChanged 10
		SP:Iteration 30Q (28038.750000 sec): 3 clusters
  Score: Raw -730271.637048 + Penalty 2835.103057 = -727436.533991
  nChanged 16
		SP:Iteration 31Q (28038.950000 sec): 3 clusters
  Score: Raw -730278.111197 + Penalty 2835.103057 = -727443.008140
  nChanged 13
		SP:Iteration 32Q (28039.140000 sec): 3 clusters
  Score: Raw -730285.588434 + Penalty 2835.103057 = -727450.485377
  nChanged 12
		SP:Iteration 33Q (28039.310000 sec): 3 clusters
  Score: Raw -730291.939153 + Penalty 2835.103057 = -727456.836095
  nChanged 11
		SP:Iteration 34Q (28039.510000 sec): 3 clusters
  Score: Raw -730295.313070 + Penalty 2835.103057 = -727460.210013
  nChanged 10
		SP:Iteration 35Q (28039.680000 sec): 3 clusters
  Score: Raw -730303.138385 + Penalty 2835.103057 = -727468.035328
  nChanged 14
		SP:Iteration 36Q (28039.870000 sec): 3 clusters
  Score: Raw -730310.043723 + Penalty 2835.103057 = -727474.940665
  nChanged 8
		SP:Iteration 37Q (28040.050000 sec): 3 clusters
  Score: Raw -730314.676514 + Penalty 2835.103057 = -727479.573457
  nChanged 9
		SP:Iteration 38Q (28040.250000 sec): 3 clusters
  Score: Raw -730319.711701 + Penalty 2835.103057 = -727484.608644
  nChanged 14
		SP:Iteration 39Q (28040.430000 sec): 3 clusters
  Score: Raw -730333.273436 + Penalty 2835.103057 = -727498.170379
  nChanged 10
		SP:Iteration 40F (28040.640000 sec): 3 clusters
  Score: Raw -730340.662226 + Penalty 2835.103057 = -727505.559169
  nChanged 13
		SP:Iteration 41Q (28040.840000 sec): 3 clusters
  Score: Raw -730347.311737 + Penalty 2835.103057 = -727512.208680
  nChanged 9
		SP:Iteration 42Q (28040.990000 sec): 3 clusters
  Score: Raw -730350.766074 + Penalty 2835.103057 = -727515.663017
  nChanged 3
		SP:Iteration 43Q (28041.190000 sec): 3 clusters
  Score: Raw -730351.778365 + Penalty 2835.103057 = -727516.675307
  nChanged 4
		SP:Iteration 44Q (28041.390000 sec): 3 clusters
  Score: Raw -730353.111639 + Penalty 2835.103057 = -727518.008582
  nChanged 9
		SP:Iteration 45Q (28041.550000 sec): 3 clusters
  Score: Raw -730355.956784 + Penalty 2835.103057 = -727520.853727
  nChanged 7
		SP:Iteration 46Q (28041.750000 sec): 3 clusters
  Score: Raw -730359.410943 + Penalty 2835.103057 = -727524.307886
  nChanged 9
		SP:Iteration 47Q (28041.960000 sec): 3 clusters
  Score: Raw -730364.859054 + Penalty 2835.103057 = -727529.755997
  nChanged 10
		SP:Iteration 48Q (28042.160000 sec): 3 clusters
  Score: Raw -730371.140663 + Penalty 2835.103057 = -727536.037606
  nChanged 7
		SP:Iteration 49Q (28042.330000 sec): 3 clusters
  Score: Raw -730373.989637 + Penalty 2835.103057 = -727538.886580
  nChanged 5
		SP:Iteration 50Q (28042.520000 sec): 3 clusters
  Score: Raw -730375.712265 + Penalty 2835.103057 = -727540.609208
  nChanged 0
		SP:Iteration 51F (28042.690000 sec): 3 clusters
  Score: Raw -730375.712265 + Penalty 2835.103057 = -727540.609208
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28042.780000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28043.000000 sec): 3 clusters
  Score: Raw -163222.801079 + Penalty 2361.945764 = -160860.855315
  nChanged 466
		SP:Iteration 1F (28043.170000 sec): 3 clusters
  Score: Raw -163624.534959 + Penalty 2361.945764 = -161262.589195
  nChanged 120
		SP:Iteration 2F (28043.360000 sec): 3 clusters
  Score: Raw -163745.720567 + Penalty 2361.945764 = -161383.774803
  nChanged 76
		SP:Iteration 3F (28043.540000 sec): 3 clusters
  Score: Raw -163829.879510 + Penalty 2361.945764 = -161467.933746
  nChanged 53
		SP:Iteration 4Q (28043.720000 sec): 3 clusters
  Score: Raw -163868.983442 + Penalty 2361.945764 = -161507.037678
  nChanged 44
		SP:Iteration 5Q (28043.890000 sec): 3 clusters
  Score: Raw -163909.478139 + Penalty 2361.945764 = -161547.532375
  nChanged 29
		SP:Iteration 6Q (28044.030000 sec): 3 clusters
  Score: Raw -163933.617957 + Penalty 2361.945764 = -161571.672193
  nChanged 33
		SP:Iteration 7Q (28044.200000 sec): 3 clusters
  Score: Raw -163964.209373 + Penalty 2361.945764 = -161602.263609
  nChanged 35
		SP:Iteration 8Q (28044.400000 sec): 3 clusters
  Score: Raw -163999.859085 + Penalty 2361.945764 = -161637.913320
  nChanged 44
		SP:Iteration 9Q (28044.560000 sec): 3 clusters
  Score: Raw -164047.227888 + Penalty 2361.945764 = -161685.282124
  nChanged 33
		SP:Iteration 10Q (28044.720000 sec): 3 clusters
  Score: Raw -164077.442855 + Penalty 2361.945764 = -161715.497091
  nChanged 29
		SP:Iteration 11Q (28044.900000 sec): 3 clusters
  Score: Raw -164111.021359 + Penalty 2361.945764 = -161749.075595
  nChanged 27
		SP:Iteration 12Q (28045.080000 sec): 3 clusters
  Score: Raw -164140.996865 + Penalty 2361.945764 = -161779.051101
  nChanged 37
		SP:Iteration 13Q (28045.280000 sec): 3 clusters
  Score: Raw -164177.914705 + Penalty 2361.945764 = -161815.968941
  nChanged 29
		SP:Iteration 14Q (28045.440000 sec): 3 clusters
  Score: Raw -164207.258366 + Penalty 2361.945764 = -161845.312602
  nChanged 30
		SP:Iteration 15Q (28045.600000 sec): 3 clusters
  Score: Raw -164238.762854 + Penalty 2361.945764 = -161876.817090
  nChanged 24
		SP:Iteration 16Q (28045.810000 sec): 3 clusters
  Score: Raw -164265.907367 + Penalty 2361.945764 = -161903.961603
  nChanged 25
		SP:Iteration 17Q (28045.970000 sec): 3 clusters
  Score: Raw -164296.937256 + Penalty 2361.945764 = -161934.991492
  nChanged 27
		SP:Iteration 18Q (28046.110000 sec): 3 clusters
  Score: Raw -164329.556515 + Penalty 2361.945764 = -161967.610751
  nChanged 25
		SP:Iteration 19Q (28046.320000 sec): 3 clusters
  Score: Raw -164364.245075 + Penalty 2361.945764 = -162002.299311
  nChanged 28
		SP:Iteration 20F (28046.490000 sec): 3 clusters
  Score: Raw -164393.307747 + Penalty 2361.945764 = -162031.361983
  nChanged 19
		SP:Iteration 21Q (28046.710000 sec): 3 clusters
  Score: Raw -164419.543652 + Penalty 2361.945764 = -162057.597888
  nChanged 18
		SP:Iteration 22Q (28046.850000 sec): 3 clusters
  Score: Raw -164439.887178 + Penalty 2361.945764 = -162077.941413
  nChanged 16
		SP:Iteration 23Q (28047.040000 sec): 3 clusters
  Score: Raw -164454.961310 + Penalty 2361.945764 = -162093.015546
  nChanged 12
		SP:Iteration 24Q (28047.210000 sec): 3 clusters
  Score: Raw -164466.206993 + Penalty 2361.945764 = -162104.261229
  nChanged 11
		SP:Iteration 25Q (28047.410000 sec): 3 clusters
  Score: Raw -164473.202435 + Penalty 2361.945764 = -162111.256671
  nChanged 10
		SP:Iteration 26Q (28047.560000 sec): 3 clusters
  Score: Raw -164483.577431 + Penalty 2361.945764 = -162121.631667
  nChanged 4
		SP:Iteration 27Q (28047.770000 sec): 3 clusters
  Score: Raw -164485.818435 + Penalty 2361.945764 = -162123.872671
  nChanged 3
		SP:Iteration 28Q (28047.940000 sec): 3 clusters
  Score: Raw -164486.865496 + Penalty 2361.945764 = -162124.919731
  nChanged 1
		SP:Iteration 29Q (28048.130000 sec): 3 clusters
  Score: Raw -164488.157033 + Penalty 2361.945764 = -162126.211269
  nChanged 2
		SP:Iteration 30Q (28048.290000 sec): 3 clusters
  Score: Raw -164490.229074 + Penalty 2361.945764 = -162128.283310
  nChanged 4
		SP:Iteration 31Q (28048.500000 sec): 3 clusters
  Score: Raw -164494.189378 + Penalty 2361.945764 = -162132.243614
  nChanged 0
		SP:Iteration 32F (28048.650000 sec): 3 clusters
  Score: Raw -164494.189378 + Penalty 2361.945764 = -162132.243614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28048.790000 sec): 2 clusters
  Score: Raw -1457179.847343 + Penalty 1528.486638 = -1455651.360705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28049.040000 sec): 3 clusters
  Score: Raw -1450238.964425 + Penalty 3056.973275 = -1447181.991150
  nChanged 5272
		SP:Iteration 1F (28049.290000 sec): 3 clusters
  Score: Raw -1453048.188522 + Penalty 3056.973275 = -1449991.215247
  nChanged 738
		SP:Iteration 2F (28049.520000 sec): 3 clusters
  Score: Raw -1453354.973883 + Penalty 3056.973275 = -1450298.000608
  nChanged 641
		SP:Iteration 3F (28049.720000 sec): 3 clusters
  Score: Raw -1453632.478895 + Penalty 3056.973275 = -1450575.505620
  nChanged 585
		SP:Iteration 4Q (28049.950000 sec): 3 clusters
  Score: Raw -1453872.689098 + Penalty 3056.973275 = -1450815.715823
  nChanged 467
		SP:Iteration 5Q (28050.180000 sec): 3 clusters
  Score: Raw -1454068.779974 + Penalty 3056.973275 = -1451011.806698
  nChanged 453
		SP:Iteration 6Q (28050.390000 sec): 3 clusters
  Score: Raw -1454282.258833 + Penalty 3056.973275 = -1451225.285558
  nChanged 475
		SP:Iteration 7Q (28050.650000 sec): 3 clusters
  Score: Raw -1454506.818112 + Penalty 3056.973275 = -1451449.844836
  nChanged 495
		SP:Iteration 8Q (28050.850000 sec): 3 clusters
  Score: Raw -1454732.130197 + Penalty 3056.973275 = -1451675.156922
  nChanged 441
		SP:Iteration 9Q (28051.070000 sec): 3 clusters
  Score: Raw -1454966.687421 + Penalty 3056.973275 = -1451909.714146
  nChanged 492
		SP:Iteration 10Q (28051.280000 sec): 3 clusters
  Score: Raw -1455238.840089 + Penalty 3056.973275 = -1452181.866814
  nChanged 446
		SP:Iteration 11Q (28051.510000 sec): 3 clusters
  Score: Raw -1455451.439968 + Penalty 3056.973275 = -1452394.466693
  nChanged 377
		SP:Iteration 12Q (28051.750000 sec): 3 clusters
  Score: Raw -1455607.045358 + Penalty 3056.973275 = -1452550.072083
  nChanged 304
		SP:Iteration 13Q (28051.920000 sec): 3 clusters
  Score: Raw -1455719.721328 + Penalty 3056.973275 = -1452662.748053
  nChanged 252
		SP:Iteration 14Q (28052.150000 sec): 3 clusters
  Score: Raw -1455805.032768 + Penalty 3056.973275 = -1452748.059493
  nChanged 210
		SP:Iteration 15Q (28052.360000 sec): 3 clusters
  Score: Raw -1455876.679454 + Penalty 3056.973275 = -1452819.706179
  nChanged 191
		SP:Iteration 16Q (28052.600000 sec): 3 clusters
  Score: Raw -1455930.487252 + Penalty 3056.973275 = -1452873.513977
  nChanged 145
		SP:Iteration 17Q (28052.820000 sec): 3 clusters
  Score: Raw -1455963.285272 + Penalty 3056.973275 = -1452906.311997
  nChanged 96
		SP:Iteration 18Q (28053.050000 sec): 3 clusters
  Score: Raw -1455983.948113 + Penalty 3056.973275 = -1452926.974838
  nChanged 90
		SP:Iteration 19Q (28053.260000 sec): 3 clusters
  Score: Raw -1456004.059164 + Penalty 3056.973275 = -1452947.085889
  nChanged 78
		SP:Iteration 20F (28053.470000 sec): 3 clusters
  Score: Raw -1456018.573627 + Penalty 3056.973275 = -1452961.600352
  nChanged 73
		SP:Iteration 21Q (28053.700000 sec): 3 clusters
  Score: Raw -1456032.521182 + Penalty 3056.973275 = -1452975.547907
  nChanged 86
		SP:Iteration 22Q (28053.930000 sec): 3 clusters
  Score: Raw -1456051.355343 + Penalty 3056.973275 = -1452994.382068
  nChanged 79
		SP:Iteration 23Q (28054.140000 sec): 3 clusters
  Score: Raw -1456068.418003 + Penalty 3056.973275 = -1453011.444728
  nChanged 71
		SP:Iteration 24Q (28054.380000 sec): 3 clusters
  Score: Raw -1456080.886187 + Penalty 3056.973275 = -1453023.912912
  nChanged 59
		SP:Iteration 25Q (28054.570000 sec): 3 clusters
  Score: Raw -1456092.057714 + Penalty 3056.973275 = -1453035.084439
  nChanged 69
		SP:Iteration 26Q (28054.820000 sec): 3 clusters
  Score: Raw -1456110.594599 + Penalty 3056.973275 = -1453053.621324
  nChanged 109
		SP:Iteration 27Q (28055.020000 sec): 3 clusters
  Score: Raw -1456143.145104 + Penalty 3056.973275 = -1453086.171829
  nChanged 129
		SP:Iteration 28Q (28055.230000 sec): 3 clusters
  Score: Raw -1456189.424015 + Penalty 3056.973275 = -1453132.450740
  nChanged 154
		SP:Iteration 29Q (28055.460000 sec): 3 clusters
  Score: Raw -1456244.454303 + Penalty 3056.973275 = -1453187.481028
  nChanged 167
		SP:Iteration 30Q (28055.730000 sec): 3 clusters
  Score: Raw -1456305.096517 + Penalty 3056.973275 = -1453248.123242
  nChanged 174
		SP:Iteration 31Q (28055.980000 sec): 3 clusters
  Score: Raw -1456371.898147 + Penalty 3056.973275 = -1453314.924872
  nChanged 171
		SP:Iteration 32Q (28056.170000 sec): 3 clusters
  Score: Raw -1456434.101081 + Penalty 3056.973275 = -1453377.127806
  nChanged 177
		SP:Iteration 33Q (28056.400000 sec): 3 clusters
  Score: Raw -1456513.957981 + Penalty 3056.973275 = -1453456.984706
  nChanged 181
		SP:Iteration 34Q (28056.640000 sec): 3 clusters
  Score: Raw -1456598.673733 + Penalty 3056.973275 = -1453541.700458
  nChanged 179
		SP:Iteration 35Q (28056.890000 sec): 3 clusters
  Score: Raw -1456687.215380 + Penalty 3056.973275 = -1453630.242105
  nChanged 201
		SP:Iteration 36Q (28057.110000 sec): 3 clusters
  Score: Raw -1456793.839023 + Penalty 3056.973275 = -1453736.865748
  nChanged 213
		SP:Iteration 37Q (28057.310000 sec): 3 clusters
  Score: Raw -1456889.395640 + Penalty 3056.973275 = -1453832.422365
  nChanged 206
		SP:Iteration 38Q (28057.540000 sec): 3 clusters
  Score: Raw -1456986.065158 + Penalty 3056.973275 = -1453929.091883
  nChanged 179
		SP:Iteration 39Q (28057.760000 sec): 3 clusters
  Score: Raw -1457058.183465 + Penalty 3056.973275 = -1454001.210190
  nChanged 179
		SP:Iteration 40F (28058.010000 sec): 3 clusters
  Score: Raw -1457143.538667 + Penalty 3056.973275 = -1454086.565392
  nChanged 175
		SP:Iteration 41Q (28058.210000 sec): 3 clusters
  Score: Raw -1457225.383407 + Penalty 3056.973275 = -1454168.410132
  nChanged 170
		SP:Iteration 42Q (28058.430000 sec): 3 clusters
  Score: Raw -1457297.983683 + Penalty 3056.973275 = -1454241.010408
  nChanged 159
		SP:Iteration 43Q (28058.650000 sec): 3 clusters
  Score: Raw -1457366.300552 + Penalty 3056.973275 = -1454309.327276
  nChanged 157
		SP:Iteration 44Q (28058.890000 sec): 3 clusters
  Score: Raw -1457428.728341 + Penalty 3056.973275 = -1454371.755066
  nChanged 142
		SP:Iteration 45Q (28059.130000 sec): 3 clusters
  Score: Raw -1457482.141975 + Penalty 3056.973275 = -1454425.168700
  nChanged 113
		SP:Iteration 46Q (28059.370000 sec): 3 clusters
  Score: Raw -1457520.865042 + Penalty 3056.973275 = -1454463.891767
  nChanged 102
		SP:Iteration 47Q (28059.600000 sec): 3 clusters
  Score: Raw -1457547.294918 + Penalty 3056.973275 = -1454490.321643
  nChanged 74
		SP:Iteration 48Q (28059.810000 sec): 3 clusters
  Score: Raw -1457566.014973 + Penalty 3056.973275 = -1454509.041698
  nChanged 72
		SP:Iteration 49Q (28060.020000 sec): 3 clusters
  Score: Raw -1457581.746964 + Penalty 3056.973275 = -1454524.773689
  nChanged 59
		SP:Iteration 50Q (28060.230000 sec): 3 clusters
  Score: Raw -1457591.907953 + Penalty 3056.973275 = -1454534.934678
  nChanged 46
		SP:Iteration 51Q (28060.490000 sec): 3 clusters
  Score: Raw -1457598.200958 + Penalty 3056.973275 = -1454541.227683
  nChanged 27
		SP:Iteration 52Q (28060.670000 sec): 3 clusters
  Score: Raw -1457601.090347 + Penalty 3056.973275 = -1454544.117072
  nChanged 20
		SP:Iteration 53Q (28060.930000 sec): 3 clusters
  Score: Raw -1457602.895955 + Penalty 3056.973275 = -1454545.922680
  nChanged 15
		SP:Iteration 54Q (28061.160000 sec): 3 clusters
  Score: Raw -1457604.486264 + Penalty 3056.973275 = -1454547.512989
  nChanged 11
		SP:Iteration 55Q (28061.430000 sec): 3 clusters
  Score: Raw -1457605.587745 + Penalty 3056.973275 = -1454548.614470
  nChanged 13
		SP:Iteration 56Q (28061.630000 sec): 3 clusters
  Score: Raw -1457607.151178 + Penalty 3056.973275 = -1454550.177903
  nChanged 11
		SP:Iteration 57Q (28061.870000 sec): 3 clusters
  Score: Raw -1457608.787504 + Penalty 3056.973275 = -1454551.814229
  nChanged 16
		SP:Iteration 58Q (28062.090000 sec): 3 clusters
  Score: Raw -1457610.585809 + Penalty 3056.973275 = -1454553.612534
  nChanged 13
		SP:Iteration 59Q (28062.350000 sec): 3 clusters
  Score: Raw -1457612.033618 + Penalty 3056.973275 = -1454555.060343
  nChanged 16
		SP:Iteration 60F (28062.570000 sec): 3 clusters
  Score: Raw -1457613.831198 + Penalty 3056.973275 = -1454556.857923
  nChanged 10
		SP:Iteration 61Q (28062.830000 sec): 3 clusters
  Score: Raw -1457614.489065 + Penalty 3056.973275 = -1454557.515790
  nChanged 6
		SP:Iteration 62Q (28063.020000 sec): 3 clusters
  Score: Raw -1457615.157442 + Penalty 3056.973275 = -1454558.184166
  nChanged 5
		SP:Iteration 63Q (28063.250000 sec): 3 clusters
  Score: Raw -1457615.369231 + Penalty 3056.973275 = -1454558.395955
  nChanged 0
		SP:Iteration 64F (28063.450000 sec): 3 clusters
  Score: Raw -1457615.369231 + Penalty 3056.973275 = -1454558.395955
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28063.570000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28063.770000 sec): 3 clusters
  Score: Raw -99991.733156 + Penalty 2211.139209 = -97780.593948
  nChanged 251
		SP:Iteration 1F (28063.940000 sec): 3 clusters
  Score: Raw -100245.664625 + Penalty 2211.139209 = -98034.525416
  nChanged 81
		SP:Iteration 2F (28064.130000 sec): 3 clusters
  Score: Raw -100339.040136 + Penalty 2211.139209 = -98127.900927
  nChanged 49
		SP:Iteration 3F (28064.300000 sec): 3 clusters
  Score: Raw -100403.662990 + Penalty 2211.139209 = -98192.523782
  nChanged 32
		SP:Iteration 4Q (28064.470000 sec): 3 clusters
  Score: Raw -100440.446731 + Penalty 2211.139209 = -98229.307522
  nChanged 24
		SP:Iteration 5Q (28064.640000 sec): 3 clusters
  Score: Raw -100471.045567 + Penalty 2211.139209 = -98259.906358
  nChanged 23
		SP:Iteration 6Q (28064.800000 sec): 3 clusters
  Score: Raw -100502.343816 + Penalty 2211.139209 = -98291.204608
  nChanged 20
		SP:Iteration 7Q (28064.980000 sec): 3 clusters
  Score: Raw -100530.160235 + Penalty 2211.139209 = -98319.021026
  nChanged 14
		SP:Iteration 8Q (28065.160000 sec): 3 clusters
  Score: Raw -100548.283497 + Penalty 2211.139209 = -98337.144289
  nChanged 8
		SP:Iteration 9Q (28065.330000 sec): 3 clusters
  Score: Raw -100558.869388 + Penalty 2211.139209 = -98347.730179
  nChanged 9
		SP:Iteration 10Q (28065.440000 sec): 3 clusters
  Score: Raw -100570.278486 + Penalty 2211.139209 = -98359.139277
  nChanged 10
		SP:Iteration 11Q (28065.610000 sec): 3 clusters
  Score: Raw -100580.762575 + Penalty 2211.139209 = -98369.623366
  nChanged 9
		SP:Iteration 12Q (28065.790000 sec): 3 clusters
  Score: Raw -100590.424583 + Penalty 2211.139209 = -98379.285374
  nChanged 10
		SP:Iteration 13Q (28065.990000 sec): 3 clusters
  Score: Raw -100602.162795 + Penalty 2211.139209 = -98391.023586
  nChanged 7
		SP:Iteration 14Q (28066.180000 sec): 3 clusters
  Score: Raw -100607.878817 + Penalty 2211.139209 = -98396.739609
  nChanged 4
		SP:Iteration 15Q (28066.350000 sec): 3 clusters
  Score: Raw -100614.801545 + Penalty 2211.139209 = -98403.662336
  nChanged 5
		SP:Iteration 16Q (28066.530000 sec): 3 clusters
  Score: Raw -100618.194537 + Penalty 2211.139209 = -98407.055328
  nChanged 3
		SP:Iteration 17Q (28066.680000 sec): 3 clusters
  Score: Raw -100620.527481 + Penalty 2211.139209 = -98409.388272
  nChanged 3
		SP:Iteration 18Q (28066.860000 sec): 3 clusters
  Score: Raw -100624.494231 + Penalty 2211.139209 = -98413.355022
  nChanged 3
		SP:Iteration 19Q (28067.010000 sec): 3 clusters
  Score: Raw -100630.888509 + Penalty 2211.139209 = -98419.749300
  nChanged 5
		SP:Iteration 20F (28067.170000 sec): 3 clusters
  Score: Raw -100639.234004 + Penalty 2211.139209 = -98428.094795
  nChanged 6
		SP:Iteration 21Q (28067.340000 sec): 3 clusters
  Score: Raw -100649.403492 + Penalty 2211.139209 = -98438.264283
  nChanged 8
		SP:Iteration 22Q (28067.520000 sec): 3 clusters
  Score: Raw -100664.220646 + Penalty 2211.139209 = -98453.081438
  nChanged 10
		SP:Iteration 23Q (28067.720000 sec): 3 clusters
  Score: Raw -100680.705652 + Penalty 2211.139209 = -98469.566444
  nChanged 8
		SP:Iteration 24Q (28067.900000 sec): 3 clusters
  Score: Raw -100696.993815 + Penalty 2211.139209 = -98485.854607
  nChanged 12
		SP:Iteration 25Q (28068.090000 sec): 3 clusters
  Score: Raw -100713.297811 + Penalty 2211.139209 = -98502.158603
  nChanged 12
		SP:Iteration 26Q (28068.270000 sec): 3 clusters
  Score: Raw -100728.098540 + Penalty 2211.139209 = -98516.959331
  nChanged 14
		SP:Iteration 27Q (28068.440000 sec): 3 clusters
  Score: Raw -100751.116567 + Penalty 2211.139209 = -98539.977358
  nChanged 10
		SP:Iteration 28Q (28068.630000 sec): 3 clusters
  Score: Raw -100771.180021 + Penalty 2211.139209 = -98560.040812
  nChanged 15
		SP:Iteration 29Q (28068.820000 sec): 3 clusters
  Score: Raw -100802.738066 + Penalty 2211.139209 = -98591.598858
  nChanged 10
		SP:Iteration 30Q (28069.000000 sec): 3 clusters
  Score: Raw -100821.417617 + Penalty 2211.139209 = -98610.278408
  nChanged 7
		SP:Iteration 31Q (28069.170000 sec): 3 clusters
  Score: Raw -100836.686091 + Penalty 2211.139209 = -98625.546882
  nChanged 12
		SP:Iteration 32Q (28069.360000 sec): 3 clusters
  Score: Raw -100848.748231 + Penalty 2211.139209 = -98637.609023
  nChanged 5
		SP:Iteration 33Q (28069.550000 sec): 3 clusters
  Score: Raw -100851.489787 + Penalty 2211.139209 = -98640.350578
  nChanged 1
		SP:Iteration 34Q (28069.710000 sec): 3 clusters
  Score: Raw -100852.071091 + Penalty 2211.139209 = -98640.931883
  nChanged 0
		SP:Iteration 35F (28069.860000 sec): 3 clusters
  Score: Raw -100852.071091 + Penalty 2211.139209 = -98640.931883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28070.000000 sec): 2 clusters
  Score: Raw -532566.473334 + Penalty 1366.271506 = -531200.201828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28070.160000 sec): 3 clusters
  Score: Raw -530306.182655 + Penalty 2732.543013 = -527573.639642
  nChanged 1777
		SP:Iteration 1F (28070.360000 sec): 3 clusters
  Score: Raw -531365.347366 + Penalty 2732.543013 = -528632.804354
  nChanged 338
		SP:Iteration 2F (28070.540000 sec): 3 clusters
  Score: Raw -531593.083082 + Penalty 2732.543013 = -528860.540069
  nChanged 252
		SP:Iteration 3F (28070.740000 sec): 3 clusters
  Score: Raw -531772.296006 + Penalty 2732.543013 = -529039.752993
  nChanged 231
		SP:Iteration 4F (28070.910000 sec): 3 clusters
  Score: Raw -531958.650214 + Penalty 2732.543013 = -529226.107201
  nChanged 221
		SP:Iteration 5Q (28071.100000 sec): 3 clusters
  Score: Raw -532110.375909 + Penalty 2732.543013 = -529377.832896
  nChanged 178
		SP:Iteration 6Q (28071.260000 sec): 3 clusters
  Score: Raw -532222.032888 + Penalty 2732.543013 = -529489.489875
  nChanged 147
		SP:Iteration 7Q (28071.460000 sec): 3 clusters
  Score: Raw -532314.653705 + Penalty 2732.543013 = -529582.110692
  nChanged 146
		SP:Iteration 8Q (28071.650000 sec): 3 clusters
  Score: Raw -532385.773227 + Penalty 2732.543013 = -529653.230215
  nChanged 121
		SP:Iteration 9Q (28071.850000 sec): 3 clusters
  Score: Raw -532447.934042 + Penalty 2732.543013 = -529715.391029
  nChanged 113
		SP:Iteration 10Q (28072.000000 sec): 3 clusters
  Score: Raw -532503.480278 + Penalty 2732.543013 = -529770.937266
  nChanged 87
		SP:Iteration 11Q (28072.200000 sec): 3 clusters
  Score: Raw -532557.950804 + Penalty 2732.543013 = -529825.407791
  nChanged 101
		SP:Iteration 12Q (28072.380000 sec): 3 clusters
  Score: Raw -532618.437468 + Penalty 2732.543013 = -529885.894456
  nChanged 102
		SP:Iteration 13Q (28072.570000 sec): 3 clusters
  Score: Raw -532673.787400 + Penalty 2732.543013 = -529941.244388
  nChanged 85
		SP:Iteration 14Q (28072.770000 sec): 3 clusters
  Score: Raw -532726.267704 + Penalty 2732.543013 = -529993.724691
  nChanged 83
		SP:Iteration 15Q (28072.980000 sec): 3 clusters
  Score: Raw -532777.246319 + Penalty 2732.543013 = -530044.703307
  nChanged 78
		SP:Iteration 16Q (28073.160000 sec): 3 clusters
  Score: Raw -532821.625365 + Penalty 2732.543013 = -530089.082353
  nChanged 61
		SP:Iteration 17Q (28073.360000 sec): 3 clusters
  Score: Raw -532846.725585 + Penalty 2732.543013 = -530114.182572
  nChanged 40
		SP:Iteration 18Q (28073.520000 sec): 3 clusters
  Score: Raw -532864.501769 + Penalty 2732.543013 = -530131.958757
  nChanged 46
		SP:Iteration 19Q (28073.700000 sec): 3 clusters
  Score: Raw -532886.914701 + Penalty 2732.543013 = -530154.371688
  nChanged 43
		SP:Iteration 20F (28073.890000 sec): 3 clusters
  Score: Raw -532904.707265 + Penalty 2732.543013 = -530172.164252
  nChanged 35
		SP:Iteration 21Q (28074.050000 sec): 3 clusters
  Score: Raw -532922.807551 + Penalty 2732.543013 = -530190.264538
  nChanged 33
		SP:Iteration 22Q (28074.220000 sec): 3 clusters
  Score: Raw -532937.637643 + Penalty 2732.543013 = -530205.094631
  nChanged 36
		SP:Iteration 23Q (28074.440000 sec): 3 clusters
  Score: Raw -532958.435448 + Penalty 2732.543013 = -530225.892436
  nChanged 38
		SP:Iteration 24Q (28074.620000 sec): 3 clusters
  Score: Raw -532977.157095 + Penalty 2732.543013 = -530244.614082
  nChanged 27
		SP:Iteration 25Q (28074.770000 sec): 3 clusters
  Score: Raw -532989.534047 + Penalty 2732.543013 = -530256.991035
  nChanged 28
		SP:Iteration 26Q (28074.980000 sec): 3 clusters
  Score: Raw -533003.578445 + Penalty 2732.543013 = -530271.035432
  nChanged 24
		SP:Iteration 27Q (28075.140000 sec): 3 clusters
  Score: Raw -533017.422824 + Penalty 2732.543013 = -530284.879812
  nChanged 23
		SP:Iteration 28Q (28075.320000 sec): 3 clusters
  Score: Raw -533028.896201 + Penalty 2732.543013 = -530296.353188
  nChanged 20
		SP:Iteration 29Q (28075.520000 sec): 3 clusters
  Score: Raw -533037.772668 + Penalty 2732.543013 = -530305.229655
  nChanged 13
		SP:Iteration 30Q (28075.720000 sec): 3 clusters
  Score: Raw -533041.966431 + Penalty 2732.543013 = -530309.423419
  nChanged 10
		SP:Iteration 31Q (28075.890000 sec): 3 clusters
  Score: Raw -533045.050308 + Penalty 2732.543013 = -530312.507295
  nChanged 13
		SP:Iteration 32Q (28076.100000 sec): 3 clusters
  Score: Raw -533048.750511 + Penalty 2732.543013 = -530316.207499
  nChanged 11
		SP:Iteration 33Q (28076.300000 sec): 3 clusters
  Score: Raw -533052.523942 + Penalty 2732.543013 = -530319.980929
  nChanged 7
		SP:Iteration 34Q (28076.460000 sec): 3 clusters
  Score: Raw -533054.578374 + Penalty 2732.543013 = -530322.035361
  nChanged 5
		SP:Iteration 35Q (28076.640000 sec): 3 clusters
  Score: Raw -533056.331742 + Penalty 2732.543013 = -530323.788729
  nChanged 7
		SP:Iteration 36Q (28076.830000 sec): 3 clusters
  Score: Raw -533058.876828 + Penalty 2732.543013 = -530326.333815
  nChanged 8
		SP:Iteration 37Q (28077.010000 sec): 3 clusters
  Score: Raw -533061.168677 + Penalty 2732.543013 = -530328.625664
  nChanged 4
		SP:Iteration 38Q (28077.210000 sec): 3 clusters
  Score: Raw -533063.915911 + Penalty 2732.543013 = -530331.372899
  nChanged 8
		SP:Iteration 39Q (28077.380000 sec): 3 clusters
  Score: Raw -533066.867869 + Penalty 2732.543013 = -530334.324856
  nChanged 5
		SP:Iteration 40F (28077.570000 sec): 3 clusters
  Score: Raw -533068.252708 + Penalty 2732.543013 = -530335.709695
  nChanged 5
		SP:Iteration 41Q (28077.750000 sec): 3 clusters
  Score: Raw -533070.065165 + Penalty 2732.543013 = -530337.522153
  nChanged 5
		SP:Iteration 42Q (28077.900000 sec): 3 clusters
  Score: Raw -533071.724162 + Penalty 2732.543013 = -530339.181149
  nChanged 6
		SP:Iteration 43Q (28078.130000 sec): 3 clusters
  Score: Raw -533073.367863 + Penalty 2732.543013 = -530340.824850
  nChanged 5
		SP:Iteration 44Q (28078.270000 sec): 3 clusters
  Score: Raw -533074.846049 + Penalty 2732.543013 = -530342.303036
  nChanged 2
		SP:Iteration 45Q (28078.480000 sec): 3 clusters
  Score: Raw -533075.010343 + Penalty 2732.543013 = -530342.467330
  nChanged 0
		SP:Iteration 46F (28078.710000 sec): 3 clusters
  Score: Raw -533075.010343 + Penalty 2732.543013 = -530342.467330
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28078.780000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28078.950000 sec): 3 clusters
  Score: Raw -166935.427425 + Penalty 2363.755094 = -164571.672331
  nChanged 456
		SP:Iteration 1F (28079.160000 sec): 3 clusters
  Score: Raw -167385.406878 + Penalty 2363.755094 = -165021.651784
  nChanged 110
		SP:Iteration 2F (28079.340000 sec): 3 clusters
  Score: Raw -167544.546914 + Penalty 2363.755094 = -165180.791820
  nChanged 82
		SP:Iteration 3F (28079.520000 sec): 3 clusters
  Score: Raw -167627.851688 + Penalty 2363.755094 = -165264.096594
  nChanged 56
		SP:Iteration 4Q (28079.720000 sec): 3 clusters
  Score: Raw -167680.304580 + Penalty 2363.755094 = -165316.549486
  nChanged 45
		SP:Iteration 5Q (28079.860000 sec): 3 clusters
  Score: Raw -167721.394791 + Penalty 2363.755094 = -165357.639697
  nChanged 41
		SP:Iteration 6Q (28080.070000 sec): 3 clusters
  Score: Raw -167753.645275 + Penalty 2363.755094 = -165389.890182
  nChanged 27
		SP:Iteration 7Q (28080.250000 sec): 3 clusters
  Score: Raw -167774.394486 + Penalty 2363.755094 = -165410.639392
  nChanged 23
		SP:Iteration 8Q (28080.420000 sec): 3 clusters
  Score: Raw -167794.317681 + Penalty 2363.755094 = -165430.562588
  nChanged 23
		SP:Iteration 9Q (28080.640000 sec): 3 clusters
  Score: Raw -167810.961455 + Penalty 2363.755094 = -165447.206361
  nChanged 17
		SP:Iteration 10Q (28080.820000 sec): 3 clusters
  Score: Raw -167820.370273 + Penalty 2363.755094 = -165456.615179
  nChanged 9
		SP:Iteration 11Q (28080.990000 sec): 3 clusters
  Score: Raw -167824.793787 + Penalty 2363.755094 = -165461.038693
  nChanged 5
		SP:Iteration 12Q (28081.160000 sec): 3 clusters
  Score: Raw -167826.953306 + Penalty 2363.755094 = -165463.198213
  nChanged 5
		SP:Iteration 13Q (28081.330000 sec): 3 clusters
  Score: Raw -167830.292964 + Penalty 2363.755094 = -165466.537870
  nChanged 5
		SP:Iteration 14Q (28081.490000 sec): 3 clusters
  Score: Raw -167832.672627 + Penalty 2363.755094 = -165468.917534
  nChanged 6
		SP:Iteration 15Q (28081.650000 sec): 3 clusters
  Score: Raw -167835.634715 + Penalty 2363.755094 = -165471.879621
  nChanged 7
		SP:Iteration 16Q (28081.830000 sec): 3 clusters
  Score: Raw -167840.874142 + Penalty 2363.755094 = -165477.119048
  nChanged 2
		SP:Iteration 17Q (28082.020000 sec): 3 clusters
  Score: Raw -167841.759457 + Penalty 2363.755094 = -165478.004363
  nChanged 0
		SP:Iteration 18F (28082.210000 sec): 3 clusters
  Score: Raw -167841.759457 + Penalty 2363.755094 = -165478.004363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28082.290000 sec): 2 clusters
  Score: Raw -11466.594986 + Penalty 907.318150 = -10559.276836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28082.510000 sec): 3 clusters
  Score: Raw -11645.940903 + Penalty 1814.636300 = -9831.304602
  nChanged 73
		SP:Iteration 1F (28082.670000 sec): 3 clusters
  Score: Raw -12029.475544 + Penalty 1814.636300 = -10214.839244
  nChanged 27
		SP:Iteration 2F (28082.820000 sec): 3 clusters
  Score: Raw -12204.487114 + Penalty 1814.636300 = -10389.850814
  nChanged 9
		SP:Iteration 3Q (28083.050000 sec): 3 clusters
  Score: Raw -12248.262388 + Penalty 1814.636300 = -10433.626088
  nChanged 3
		SP:Iteration 4Q (28083.190000 sec): 3 clusters
  Score: Raw -12264.678908 + Penalty 1814.636300 = -10450.042607
  nChanged 2
		SP:Iteration 5Q (28083.380000 sec): 3 clusters
  Score: Raw -12271.254315 + Penalty 1814.636300 = -10456.618015
  nChanged 0
		SP:Iteration 6F (28083.560000 sec): 3 clusters
  Score: Raw -12271.254315 + Penalty 1814.636300 = -10456.618015
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28083.660000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28083.850000 sec): 3 clusters
  Score: Raw -42269.523070 + Penalty 1938.163287 = -40331.359783
  nChanged 82
		SP:Iteration 1F (28084.000000 sec): 3 clusters
  Score: Raw -42446.408203 + Penalty 1938.163287 = -40508.244917
  nChanged 25
		SP:Iteration 2F (28084.200000 sec): 3 clusters
  Score: Raw -42536.514286 + Penalty 1938.163287 = -40598.351000
  nChanged 15
		SP:Iteration 3Q (28084.350000 sec): 3 clusters
  Score: Raw -42586.828641 + Penalty 1938.163287 = -40648.665355
  nChanged 13
		SP:Iteration 4Q (28084.510000 sec): 3 clusters
  Score: Raw -42633.798695 + Penalty 1938.163287 = -40695.635409
  nChanged 7
		SP:Iteration 5Q (28084.700000 sec): 3 clusters
  Score: Raw -42654.313847 + Penalty 1938.163287 = -40716.150560
  nChanged 6
		SP:Iteration 6Q (28084.910000 sec): 3 clusters
  Score: Raw -42669.915922 + Penalty 1938.163287 = -40731.752635
  nChanged 5
		SP:Iteration 7Q (28085.040000 sec): 3 clusters
  Score: Raw -42686.045771 + Penalty 1938.163287 = -40747.882484
  nChanged 6
		SP:Iteration 8Q (28085.210000 sec): 3 clusters
  Score: Raw -42709.855091 + Penalty 1938.163287 = -40771.691804
  nChanged 4
		SP:Iteration 9Q (28085.420000 sec): 3 clusters
  Score: Raw -42723.922916 + Penalty 1938.163287 = -40785.759629
  nChanged 4
		SP:Iteration 10Q (28085.570000 sec): 3 clusters
  Score: Raw -42736.260089 + Penalty 1938.163287 = -40798.096803
  nChanged 0
		SP:Iteration 11F (28085.700000 sec): 3 clusters
  Score: Raw -42736.260089 + Penalty 1938.163287 = -40798.096803
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28085.890000 sec): 2 clusters
  Score: Raw -2089783.003059 + Penalty 1585.373882 = -2088197.629177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28086.140000 sec): 3 clusters
  Score: Raw -2079440.517849 + Penalty 3170.747764 = -2076269.770086
  nChanged 7761
		SP:Iteration 1F (28086.400000 sec): 3 clusters
  Score: Raw -2083745.628811 + Penalty 3170.747764 = -2080574.881047
  nChanged 896
		SP:Iteration 2F (28086.660000 sec): 3 clusters
  Score: Raw -2084109.765366 + Penalty 3170.747764 = -2080939.017603
  nChanged 795
		SP:Iteration 3Q (28086.910000 sec): 3 clusters
  Score: Raw -2084443.737607 + Penalty 3170.747764 = -2081272.989843
  nChanged 751
		SP:Iteration 4Q (28087.150000 sec): 3 clusters
  Score: Raw -2084785.698592 + Penalty 3170.747764 = -2081614.950828
  nChanged 752
		SP:Iteration 5Q (28087.370000 sec): 3 clusters
  Score: Raw -2085148.245759 + Penalty 3170.747764 = -2081977.497996
  nChanged 739
		SP:Iteration 6Q (28087.580000 sec): 3 clusters
  Score: Raw -2085541.602691 + Penalty 3170.747764 = -2082370.854928
  nChanged 770
		SP:Iteration 7Q (28087.850000 sec): 3 clusters
  Score: Raw -2085993.851026 + Penalty 3170.747764 = -2082823.103263
  nChanged 770
		SP:Iteration 8Q (28088.110000 sec): 3 clusters
  Score: Raw -2086450.124995 + Penalty 3170.747764 = -2083279.377231
  nChanged 770
		SP:Iteration 9Q (28088.330000 sec): 3 clusters
  Score: Raw -2086928.614842 + Penalty 3170.747764 = -2083757.867078
  nChanged 755
		SP:Iteration 10Q (28088.590000 sec): 3 clusters
  Score: Raw -2087433.984978 + Penalty 3170.747764 = -2084263.237215
  nChanged 702
		SP:Iteration 11Q (28088.870000 sec): 3 clusters
  Score: Raw -2087916.265716 + Penalty 3170.747764 = -2084745.517952
  nChanged 651
		SP:Iteration 12Q (28089.090000 sec): 3 clusters
  Score: Raw -2088379.225354 + Penalty 3170.747764 = -2085208.477590
  nChanged 555
		SP:Iteration 13Q (28089.350000 sec): 3 clusters
  Score: Raw -2088759.130729 + Penalty 3170.747764 = -2085588.382966
  nChanged 443
		SP:Iteration 14Q (28089.620000 sec): 3 clusters
  Score: Raw -2089071.483667 + Penalty 3170.747764 = -2085900.735903
  nChanged 360
		SP:Iteration 15Q (28089.870000 sec): 3 clusters
  Score: Raw -2089335.461921 + Penalty 3170.747764 = -2086164.714158
  nChanged 263
		SP:Iteration 16Q (28090.140000 sec): 3 clusters
  Score: Raw -2089535.904175 + Penalty 3170.747764 = -2086365.156411
  nChanged 176
		SP:Iteration 17Q (28090.360000 sec): 3 clusters
  Score: Raw -2089671.839371 + Penalty 3170.747764 = -2086501.091608
  nChanged 118
		SP:Iteration 18Q (28090.590000 sec): 3 clusters
  Score: Raw -2089770.133704 + Penalty 3170.747764 = -2086599.385941
  nChanged 92
		SP:Iteration 19Q (28090.840000 sec): 3 clusters
  Score: Raw -2089846.016522 + Penalty 3170.747764 = -2086675.268758
  nChanged 64
		SP:Iteration 20F (28091.100000 sec): 3 clusters
  Score: Raw -2089893.292097 + Penalty 3170.747764 = -2086722.544334
  nChanged 42
		SP:Iteration 21Q (28091.350000 sec): 3 clusters
  Score: Raw -2089928.849933 + Penalty 3170.747764 = -2086758.102170
  nChanged 31
		SP:Iteration 22Q (28091.600000 sec): 3 clusters
  Score: Raw -2089950.314402 + Penalty 3170.747764 = -2086779.566639
  nChanged 22
		SP:Iteration 23Q (28091.830000 sec): 3 clusters
  Score: Raw -2089972.089320 + Penalty 3170.747764 = -2086801.341557
  nChanged 19
		SP:Iteration 24Q (28092.090000 sec): 3 clusters
  Score: Raw -2089988.744798 + Penalty 3170.747764 = -2086817.997035
  nChanged 14
		SP:Iteration 25Q (28092.320000 sec): 3 clusters
  Score: Raw -2090002.384663 + Penalty 3170.747764 = -2086831.636899
  nChanged 16
		SP:Iteration 26Q (28092.600000 sec): 3 clusters
  Score: Raw -2090013.582096 + Penalty 3170.747764 = -2086842.834333
  nChanged 9
		SP:Iteration 27Q (28092.840000 sec): 3 clusters
  Score: Raw -2090018.637347 + Penalty 3170.747764 = -2086847.889583
  nChanged 6
		SP:Iteration 28Q (28093.070000 sec): 3 clusters
  Score: Raw -2090022.264706 + Penalty 3170.747764 = -2086851.516943
  nChanged 7
		SP:Iteration 29Q (28093.350000 sec): 3 clusters
  Score: Raw -2090028.609054 + Penalty 3170.747764 = -2086857.861291
  nChanged 6
		SP:Iteration 30Q (28093.610000 sec): 3 clusters
  Score: Raw -2090031.810656 + Penalty 3170.747764 = -2086861.062893
  nChanged 1
		SP:Iteration 31Q (28093.840000 sec): 3 clusters
  Score: Raw -2090032.446891 + Penalty 3170.747764 = -2086861.699127
  nChanged 0
		SP:Iteration 32F (28094.110000 sec): 3 clusters
  Score: Raw -2090032.446891 + Penalty 3170.747764 = -2086861.699127
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28094.170000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28094.370000 sec): 3 clusters
  Score: Raw -61463.222646 + Penalty 2045.361266 = -59417.861380
  nChanged 143
		SP:Iteration 1F (28094.560000 sec): 3 clusters
  Score: Raw -61640.937794 + Penalty 2045.361266 = -59595.576528
  nChanged 29
		SP:Iteration 2F (28094.720000 sec): 3 clusters
  Score: Raw -61696.120123 + Penalty 2045.361266 = -59650.758858
  nChanged 21
		SP:Iteration 3Q (28094.910000 sec): 3 clusters
  Score: Raw -61727.906876 + Penalty 2045.361266 = -59682.545610
  nChanged 12
		SP:Iteration 4Q (28095.090000 sec): 3 clusters
  Score: Raw -61745.607998 + Penalty 2045.361266 = -59700.246732
  nChanged 14
		SP:Iteration 5Q (28095.310000 sec): 3 clusters
  Score: Raw -61760.576944 + Penalty 2045.361266 = -59715.215679
  nChanged 4
		SP:Iteration 6Q (28095.490000 sec): 3 clusters
  Score: Raw -61765.852606 + Penalty 2045.361266 = -59720.491340
  nChanged 3
		SP:Iteration 7Q (28095.660000 sec): 3 clusters
  Score: Raw -61770.430440 + Penalty 2045.361266 = -59725.069174
  nChanged 6
		SP:Iteration 8Q (28095.770000 sec): 3 clusters
  Score: Raw -61781.512726 + Penalty 2045.361266 = -59736.151461
  nChanged 4
		SP:Iteration 9Q (28095.950000 sec): 3 clusters
  Score: Raw -61785.435764 + Penalty 2045.361266 = -59740.074498
  nChanged 1
		SP:Iteration 10Q (28096.140000 sec): 3 clusters
  Score: Raw -61786.786355 + Penalty 2045.361266 = -59741.425090
  nChanged 0
		SP:Iteration 11F (28096.300000 sec): 3 clusters
  Score: Raw -61786.786355 + Penalty 2045.361266 = -59741.425090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28096.500000 sec): 2 clusters
  Score: Raw -1717204.708425 + Penalty 1560.189394 = -1715644.519031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28096.740000 sec): 3 clusters
  Score: Raw -1708607.205827 + Penalty 3120.378789 = -1705486.827039
  nChanged 6404
		SP:Iteration 1F (28096.970000 sec): 3 clusters
  Score: Raw -1712255.694488 + Penalty 3120.378789 = -1709135.315699
  nChanged 951
		SP:Iteration 2F (28097.180000 sec): 3 clusters
  Score: Raw -1712819.055774 + Penalty 3120.378789 = -1709698.676985
  nChanged 957
		SP:Iteration 3F (28097.430000 sec): 3 clusters
  Score: Raw -1713372.917691 + Penalty 3120.378789 = -1710252.538902
  nChanged 896
		SP:Iteration 4F (28097.670000 sec): 3 clusters
  Score: Raw -1713913.114278 + Penalty 3120.378789 = -1710792.735489
  nChanged 805
		SP:Iteration 5F (28097.910000 sec): 3 clusters
  Score: Raw -1714405.412580 + Penalty 3120.378789 = -1711285.033791
  nChanged 761
		SP:Iteration 6F (28098.160000 sec): 3 clusters
  Score: Raw -1714821.921285 + Penalty 3120.378789 = -1711701.542497
  nChanged 667
		SP:Iteration 7Q (28098.410000 sec): 3 clusters
  Score: Raw -1715168.875538 + Penalty 3120.378789 = -1712048.496749
  nChanged 597
		SP:Iteration 8Q (28098.630000 sec): 3 clusters
  Score: Raw -1715499.017550 + Penalty 3120.378789 = -1712378.638761
  nChanged 546
		SP:Iteration 9Q (28098.870000 sec): 3 clusters
  Score: Raw -1715777.384843 + Penalty 3120.378789 = -1712657.006054
  nChanged 518
		SP:Iteration 10Q (28099.140000 sec): 3 clusters
  Score: Raw -1716059.188954 + Penalty 3120.378789 = -1712938.810165
  nChanged 411
		SP:Iteration 11Q (28099.390000 sec): 3 clusters
  Score: Raw -1716256.606893 + Penalty 3120.378789 = -1713136.228104
  nChanged 363
		SP:Iteration 12Q (28099.590000 sec): 3 clusters
  Score: Raw -1716407.607981 + Penalty 3120.378789 = -1713287.229192
  nChanged 295
		SP:Iteration 13Q (28099.840000 sec): 3 clusters
  Score: Raw -1716501.240477 + Penalty 3120.378789 = -1713380.861689
  nChanged 193
		SP:Iteration 14Q (28100.120000 sec): 3 clusters
  Score: Raw -1716551.446886 + Penalty 3120.378789 = -1713431.068098
  nChanged 154
		SP:Iteration 15Q (28100.360000 sec): 3 clusters
  Score: Raw -1716593.359568 + Penalty 3120.378789 = -1713472.980780
  nChanged 138
		SP:Iteration 16Q (28100.570000 sec): 3 clusters
  Score: Raw -1716622.698035 + Penalty 3120.378789 = -1713502.319247
  nChanged 118
		SP:Iteration 17Q (28100.810000 sec): 3 clusters
  Score: Raw -1716644.364923 + Penalty 3120.378789 = -1713523.986134
  nChanged 98
		SP:Iteration 18Q (28101.050000 sec): 3 clusters
  Score: Raw -1716667.261359 + Penalty 3120.378789 = -1713546.882571
  nChanged 99
		SP:Iteration 19Q (28101.330000 sec): 3 clusters
  Score: Raw -1716684.883717 + Penalty 3120.378789 = -1713564.504928
  nChanged 77
		SP:Iteration 20F (28101.550000 sec): 3 clusters
  Score: Raw -1716695.579105 + Penalty 3120.378789 = -1713575.200316
  nChanged 77
		SP:Iteration 21Q (28101.780000 sec): 3 clusters
  Score: Raw -1716705.762635 + Penalty 3120.378789 = -1713585.383846
  nChanged 57
		SP:Iteration 22Q (28102.010000 sec): 3 clusters
  Score: Raw -1716712.594995 + Penalty 3120.378789 = -1713592.216206
  nChanged 46
		SP:Iteration 23Q (28102.300000 sec): 3 clusters
  Score: Raw -1716718.363113 + Penalty 3120.378789 = -1713597.984324
  nChanged 32
		SP:Iteration 24Q (28102.510000 sec): 3 clusters
  Score: Raw -1716722.461333 + Penalty 3120.378789 = -1713602.082544
  nChanged 35
		SP:Iteration 25Q (28102.770000 sec): 3 clusters
  Score: Raw -1716725.722781 + Penalty 3120.378789 = -1713605.343992
  nChanged 26
		SP:Iteration 26Q (28103.000000 sec): 3 clusters
  Score: Raw -1716728.390676 + Penalty 3120.378789 = -1713608.011887
  nChanged 24
		SP:Iteration 27Q (28103.220000 sec): 3 clusters
  Score: Raw -1716731.097997 + Penalty 3120.378789 = -1713610.719208
  nChanged 27
		SP:Iteration 28Q (28103.440000 sec): 3 clusters
  Score: Raw -1716733.699650 + Penalty 3120.378789 = -1713613.320862
  nChanged 29
		SP:Iteration 29Q (28103.670000 sec): 3 clusters
  Score: Raw -1716736.973650 + Penalty 3120.378789 = -1713616.594861
  nChanged 29
		SP:Iteration 30Q (28103.910000 sec): 3 clusters
  Score: Raw -1716739.376718 + Penalty 3120.378789 = -1713618.997930
  nChanged 22
		SP:Iteration 31Q (28104.130000 sec): 3 clusters
  Score: Raw -1716741.679091 + Penalty 3120.378789 = -1713621.300303
  nChanged 27
		SP:Iteration 32Q (28104.360000 sec): 3 clusters
  Score: Raw -1716744.620182 + Penalty 3120.378789 = -1713624.241394
  nChanged 34
		SP:Iteration 33Q (28104.570000 sec): 3 clusters
  Score: Raw -1716749.904138 + Penalty 3120.378789 = -1713629.525349
  nChanged 40
		SP:Iteration 34Q (28104.770000 sec): 3 clusters
  Score: Raw -1716756.104166 + Penalty 3120.378789 = -1713635.725377
  nChanged 31
		SP:Iteration 35Q (28105.030000 sec): 3 clusters
  Score: Raw -1716760.732687 + Penalty 3120.378789 = -1713640.353899
  nChanged 30
		SP:Iteration 36Q (28105.290000 sec): 3 clusters
  Score: Raw -1716764.917580 + Penalty 3120.378789 = -1713644.538792
  nChanged 37
		SP:Iteration 37Q (28105.500000 sec): 3 clusters
  Score: Raw -1716768.876063 + Penalty 3120.378789 = -1713648.497275
  nChanged 30
		SP:Iteration 38Q (28105.750000 sec): 3 clusters
  Score: Raw -1716772.022578 + Penalty 3120.378789 = -1713651.643789
  nChanged 27
		SP:Iteration 39Q (28105.920000 sec): 3 clusters
  Score: Raw -1716774.796235 + Penalty 3120.378789 = -1713654.417446
  nChanged 26
		SP:Iteration 40F (28106.150000 sec): 3 clusters
  Score: Raw -1716777.087314 + Penalty 3120.378789 = -1713656.708526
  nChanged 24
		SP:Iteration 41Q (28106.380000 sec): 3 clusters
  Score: Raw -1716780.013975 + Penalty 3120.378789 = -1713659.635187
  nChanged 28
		SP:Iteration 42Q (28106.620000 sec): 3 clusters
  Score: Raw -1716783.774842 + Penalty 3120.378789 = -1713663.396054
  nChanged 25
		SP:Iteration 43Q (28106.880000 sec): 3 clusters
  Score: Raw -1716786.435375 + Penalty 3120.378789 = -1713666.056586
  nChanged 23
		SP:Iteration 44Q (28107.130000 sec): 3 clusters
  Score: Raw -1716788.520139 + Penalty 3120.378789 = -1713668.141350
  nChanged 18
		SP:Iteration 45Q (28107.380000 sec): 3 clusters
  Score: Raw -1716790.004381 + Penalty 3120.378789 = -1713669.625592
  nChanged 13
		SP:Iteration 46Q (28107.620000 sec): 3 clusters
  Score: Raw -1716790.962488 + Penalty 3120.378789 = -1713670.583700
  nChanged 12
		SP:Iteration 47Q (28107.820000 sec): 3 clusters
  Score: Raw -1716791.843622 + Penalty 3120.378789 = -1713671.464834
  nChanged 9
		SP:Iteration 48Q (28108.080000 sec): 3 clusters
  Score: Raw -1716792.270644 + Penalty 3120.378789 = -1713671.891856
  nChanged 6
		SP:Iteration 49Q (28108.280000 sec): 3 clusters
  Score: Raw -1716793.031551 + Penalty 3120.378789 = -1713672.652763
  nChanged 9
		SP:Iteration 50Q (28108.540000 sec): 3 clusters
  Score: Raw -1716793.747716 + Penalty 3120.378789 = -1713673.368927
  nChanged 8
		SP:Iteration 51Q (28108.780000 sec): 3 clusters
  Score: Raw -1716794.487371 + Penalty 3120.378789 = -1713674.108582
  nChanged 10
		SP:Iteration 52Q (28109.050000 sec): 3 clusters
  Score: Raw -1716795.394265 + Penalty 3120.378789 = -1713675.015477
  nChanged 7
		SP:Iteration 53Q (28109.300000 sec): 3 clusters
  Score: Raw -1716796.364393 + Penalty 3120.378789 = -1713675.985604
  nChanged 15
		SP:Iteration 54Q (28109.540000 sec): 3 clusters
  Score: Raw -1716797.953859 + Penalty 3120.378789 = -1713677.575070
  nChanged 13
		SP:Iteration 55Q (28109.810000 sec): 3 clusters
  Score: Raw -1716799.343300 + Penalty 3120.378789 = -1713678.964512
  nChanged 14
		SP:Iteration 56Q (28110.030000 sec): 3 clusters
  Score: Raw -1716800.353991 + Penalty 3120.378789 = -1713679.975202
  nChanged 7
		SP:Iteration 57Q (28110.300000 sec): 3 clusters
  Score: Raw -1716800.818698 + Penalty 3120.378789 = -1713680.439910
  nChanged 6
		SP:Iteration 58Q (28110.530000 sec): 3 clusters
  Score: Raw -1716801.115013 + Penalty 3120.378789 = -1713680.736225
  nChanged 3
		SP:Iteration 59Q (28110.780000 sec): 3 clusters
  Score: Raw -1716801.244813 + Penalty 3120.378789 = -1713680.866024
  nChanged 2
		SP:Iteration 60F (28111.040000 sec): 3 clusters
  Score: Raw -1716801.295832 + Penalty 3120.378789 = -1713680.917043
  nChanged 1
		SP:Iteration 61Q (28111.270000 sec): 3 clusters
  Score: Raw -1716801.360351 + Penalty 3120.378789 = -1713680.981563
  nChanged 2
		SP:Iteration 62Q (28111.490000 sec): 3 clusters
  Score: Raw -1716801.511058 + Penalty 3120.378789 = -1713681.132270
  nChanged 3
		SP:Iteration 63Q (28111.710000 sec): 3 clusters
  Score: Raw -1716801.688084 + Penalty 3120.378789 = -1713681.309295
  nChanged 2
		SP:Iteration 64Q (28111.950000 sec): 3 clusters
  Score: Raw -1716801.806097 + Penalty 3120.378789 = -1713681.427309
  nChanged 4
		SP:Iteration 65Q (28112.180000 sec): 3 clusters
  Score: Raw -1716802.181011 + Penalty 3120.378789 = -1713681.802223
  nChanged 8
		SP:Iteration 66Q (28112.410000 sec): 3 clusters
  Score: Raw -1716803.050196 + Penalty 3120.378789 = -1713682.671407
  nChanged 8
		SP:Iteration 67Q (28112.630000 sec): 3 clusters
  Score: Raw -1716803.766009 + Penalty 3120.378789 = -1713683.387220
  nChanged 10
		SP:Iteration 68Q (28112.870000 sec): 3 clusters
  Score: Raw -1716804.666196 + Penalty 3120.378789 = -1713684.287407
  nChanged 11
		SP:Iteration 69Q (28113.120000 sec): 3 clusters
  Score: Raw -1716805.646014 + Penalty 3120.378789 = -1713685.267225
  nChanged 9
		SP:Iteration 70Q (28113.350000 sec): 3 clusters
  Score: Raw -1716806.419759 + Penalty 3120.378789 = -1713686.040970
  nChanged 7
		SP:Iteration 71Q (28113.600000 sec): 3 clusters
  Score: Raw -1716807.191455 + Penalty 3120.378789 = -1713686.812666
  nChanged 8
		SP:Iteration 72Q (28113.830000 sec): 3 clusters
  Score: Raw -1716807.697412 + Penalty 3120.378789 = -1713687.318623
  nChanged 5
		SP:Iteration 73Q (28114.060000 sec): 3 clusters
  Score: Raw -1716808.024899 + Penalty 3120.378789 = -1713687.646111
  nChanged 6
		SP:Iteration 74Q (28114.300000 sec): 3 clusters
  Score: Raw -1716808.560956 + Penalty 3120.378789 = -1713688.182168
  nChanged 8
		SP:Iteration 75Q (28114.560000 sec): 3 clusters
  Score: Raw -1716809.070658 + Penalty 3120.378789 = -1713688.691870
  nChanged 7
		SP:Iteration 76Q (28114.780000 sec): 3 clusters
  Score: Raw -1716809.725818 + Penalty 3120.378789 = -1713689.347030
  nChanged 7
		SP:Iteration 77Q (28115.010000 sec): 3 clusters
  Score: Raw -1716810.642538 + Penalty 3120.378789 = -1713690.263750
  nChanged 7
		SP:Iteration 78Q (28115.260000 sec): 3 clusters
  Score: Raw -1716811.206166 + Penalty 3120.378789 = -1713690.827378
  nChanged 12
		SP:Iteration 79Q (28115.560000 sec): 3 clusters
  Score: Raw -1716812.486661 + Penalty 3120.378789 = -1713692.107872
  nChanged 12
		SP:Iteration 80F (28115.760000 sec): 3 clusters
  Score: Raw -1716813.793973 + Penalty 3120.378789 = -1713693.415184
  nChanged 22
		SP:Iteration 81Q (28115.990000 sec): 3 clusters
  Score: Raw -1716816.596994 + Penalty 3120.378789 = -1713696.218205
  nChanged 27
		SP:Iteration 82Q (28116.260000 sec): 3 clusters
  Score: Raw -1716820.076255 + Penalty 3120.378789 = -1713699.697466
  nChanged 28
		SP:Iteration 83Q (28116.480000 sec): 3 clusters
  Score: Raw -1716823.794372 + Penalty 3120.378789 = -1713703.415583
  nChanged 25
		SP:Iteration 84Q (28116.750000 sec): 3 clusters
  Score: Raw -1716826.323087 + Penalty 3120.378789 = -1713705.944299
  nChanged 19
		SP:Iteration 85Q (28117.000000 sec): 3 clusters
  Score: Raw -1716828.444900 + Penalty 3120.378789 = -1713708.066112
  nChanged 19
		SP:Iteration 86Q (28117.220000 sec): 3 clusters
  Score: Raw -1716830.702724 + Penalty 3120.378789 = -1713710.323936
  nChanged 18
		SP:Iteration 87Q (28117.460000 sec): 3 clusters
  Score: Raw -1716833.680259 + Penalty 3120.378789 = -1713713.301471
  nChanged 25
		SP:Iteration 88Q (28117.740000 sec): 3 clusters
  Score: Raw -1716836.655234 + Penalty 3120.378789 = -1713716.276445
  nChanged 28
		SP:Iteration 89Q (28117.970000 sec): 3 clusters
  Score: Raw -1716841.232392 + Penalty 3120.378789 = -1713720.853603
  nChanged 28
		SP:Iteration 90Q (28118.190000 sec): 3 clusters
  Score: Raw -1716846.773355 + Penalty 3120.378789 = -1713726.394567
  nChanged 43
		SP:Iteration 91Q (28118.380000 sec): 3 clusters
  Score: Raw -1716853.592905 + Penalty 3120.378789 = -1713733.214116
  nChanged 40
		SP:Iteration 92Q (28118.630000 sec): 3 clusters
  Score: Raw -1716859.223081 + Penalty 3120.378789 = -1713738.844292
  nChanged 37
		SP:Iteration 93Q (28118.860000 sec): 3 clusters
  Score: Raw -1716863.856931 + Penalty 3120.378789 = -1713743.478143
  nChanged 33
		SP:Iteration 94Q (28119.090000 sec): 3 clusters
  Score: Raw -1716867.348337 + Penalty 3120.378789 = -1713746.969548
  nChanged 22
		SP:Iteration 95Q (28119.320000 sec): 3 clusters
  Score: Raw -1716869.110317 + Penalty 3120.378789 = -1713748.731528
  nChanged 18
		SP:Iteration 96Q (28119.600000 sec): 3 clusters
  Score: Raw -1716870.880806 + Penalty 3120.378789 = -1713750.502017
  nChanged 20
		SP:Iteration 97Q (28119.830000 sec): 3 clusters
  Score: Raw -1716873.169990 + Penalty 3120.378789 = -1713752.791201
  nChanged 34
		SP:Iteration 98Q (28120.020000 sec): 3 clusters
  Score: Raw -1716877.713096 + Penalty 3120.378789 = -1713757.334308
  nChanged 32
		SP:Iteration 99Q (28120.310000 sec): 3 clusters
  Score: Raw -1716882.024400 + Penalty 3120.378789 = -1713761.645612
  nChanged 35
		SP:Iteration 100F (28120.550000 sec): 3 clusters
  Score: Raw -1716886.965433 + Penalty 3120.378789 = -1713766.586644
  nChanged 33
		SP:Iteration 101Q (28120.770000 sec): 3 clusters
  Score: Raw -1716891.516006 + Penalty 3120.378789 = -1713771.137218
  nChanged 31
		SP:Iteration 102Q (28120.990000 sec): 3 clusters
  Score: Raw -1716895.358087 + Penalty 3120.378789 = -1713774.979299
  nChanged 27
		SP:Iteration 103Q (28121.210000 sec): 3 clusters
  Score: Raw -1716898.693627 + Penalty 3120.378789 = -1713778.314839
  nChanged 27
		SP:Iteration 104Q (28121.410000 sec): 3 clusters
  Score: Raw -1716901.644102 + Penalty 3120.378789 = -1713781.265314
  nChanged 27
		SP:Iteration 105Q (28121.650000 sec): 3 clusters
  Score: Raw -1716904.894399 + Penalty 3120.378789 = -1713784.515611
  nChanged 28
		SP:Iteration 106Q (28121.840000 sec): 3 clusters
  Score: Raw -1716909.345544 + Penalty 3120.378789 = -1713788.966755
  nChanged 37
		SP:Iteration 107Q (28122.070000 sec): 3 clusters
  Score: Raw -1716914.635620 + Penalty 3120.378789 = -1713794.256831
  nChanged 30
		SP:Iteration 108Q (28122.330000 sec): 3 clusters
  Score: Raw -1716918.787743 + Penalty 3120.378789 = -1713798.408955
  nChanged 37
		SP:Iteration 109Q (28122.540000 sec): 3 clusters
  Score: Raw -1716923.756487 + Penalty 3120.378789 = -1713803.377698
  nChanged 35
		SP:Iteration 110Q (28122.770000 sec): 3 clusters
  Score: Raw -1716928.418516 + Penalty 3120.378789 = -1713808.039728
  nChanged 32
		SP:Iteration 111Q (28123.000000 sec): 3 clusters
  Score: Raw -1716932.397791 + Penalty 3120.378789 = -1713812.019002
  nChanged 34
		SP:Iteration 112Q (28123.230000 sec): 3 clusters
  Score: Raw -1716938.128507 + Penalty 3120.378789 = -1713817.749719
  nChanged 44
		SP:Iteration 113Q (28123.480000 sec): 3 clusters
  Score: Raw -1716943.724795 + Penalty 3120.378789 = -1713823.346007
  nChanged 35
		SP:Iteration 114Q (28123.750000 sec): 3 clusters
  Score: Raw -1716949.952824 + Penalty 3120.378789 = -1713829.574035
  nChanged 41
		SP:Iteration 115Q (28123.980000 sec): 3 clusters
  Score: Raw -1716956.585925 + Penalty 3120.378789 = -1713836.207136
  nChanged 30
		SP:Iteration 116Q (28124.200000 sec): 3 clusters
  Score: Raw -1716960.778674 + Penalty 3120.378789 = -1713840.399885
  nChanged 39
		SP:Iteration 117Q (28124.430000 sec): 3 clusters
  Score: Raw -1716966.409977 + Penalty 3120.378789 = -1713846.031188
  nChanged 41
		SP:Iteration 118Q (28124.630000 sec): 3 clusters
  Score: Raw -1716972.829121 + Penalty 3120.378789 = -1713852.450333
  nChanged 37
		SP:Iteration 119Q (28124.870000 sec): 3 clusters
  Score: Raw -1716979.919443 + Penalty 3120.378789 = -1713859.540655
  nChanged 41
		SP:Iteration 120F (28125.090000 sec): 3 clusters
  Score: Raw -1716985.877288 + Penalty 3120.378789 = -1713865.498500
  nChanged 39
		SP:Iteration 121Q (28125.310000 sec): 3 clusters
  Score: Raw -1716992.219466 + Penalty 3120.378789 = -1713871.840677
  nChanged 41
		SP:Iteration 122Q (28125.570000 sec): 3 clusters
  Score: Raw -1716997.692641 + Penalty 3120.378789 = -1713877.313852
  nChanged 32
		SP:Iteration 123Q (28125.790000 sec): 3 clusters
  Score: Raw -1717002.410009 + Penalty 3120.378789 = -1713882.031221
  nChanged 27
		SP:Iteration 124Q (28125.980000 sec): 3 clusters
  Score: Raw -1717006.614838 + Penalty 3120.378789 = -1713886.236049
  nChanged 36
		SP:Iteration 125Q (28126.210000 sec): 3 clusters
  Score: Raw -1717011.916074 + Penalty 3120.378789 = -1713891.537286
  nChanged 27
		SP:Iteration 126Q (28126.420000 sec): 3 clusters
  Score: Raw -1717016.422827 + Penalty 3120.378789 = -1713896.044038
  nChanged 28
		SP:Iteration 127Q (28126.640000 sec): 3 clusters
  Score: Raw -1717019.765812 + Penalty 3120.378789 = -1713899.387023
  nChanged 24
		SP:Iteration 128Q (28126.900000 sec): 3 clusters
  Score: Raw -1717022.397151 + Penalty 3120.378789 = -1713902.018362
  nChanged 16
		SP:Iteration 129Q (28127.120000 sec): 3 clusters
  Score: Raw -1717023.767950 + Penalty 3120.378789 = -1713903.389161
  nChanged 8
		SP:Iteration 130Q (28127.360000 sec): 3 clusters
  Score: Raw -1717024.570707 + Penalty 3120.378789 = -1713904.191918
  nChanged 9
		SP:Iteration 131Q (28127.570000 sec): 3 clusters
  Score: Raw -1717025.738466 + Penalty 3120.378789 = -1713905.359678
  nChanged 15
		SP:Iteration 132Q (28127.840000 sec): 3 clusters
  Score: Raw -1717027.140839 + Penalty 3120.378789 = -1713906.762050
  nChanged 15
		SP:Iteration 133Q (28128.090000 sec): 3 clusters
  Score: Raw -1717028.826731 + Penalty 3120.378789 = -1713908.447943
  nChanged 18
		SP:Iteration 134Q (28128.280000 sec): 3 clusters
  Score: Raw -1717030.544560 + Penalty 3120.378789 = -1713910.165771
  nChanged 12
		SP:Iteration 135Q (28128.520000 sec): 3 clusters
  Score: Raw -1717031.197936 + Penalty 3120.378789 = -1713910.819147
  nChanged 7
		SP:Iteration 136Q (28128.760000 sec): 3 clusters
  Score: Raw -1717031.731404 + Penalty 3120.378789 = -1713911.352616
  nChanged 9
		SP:Iteration 137Q (28129.020000 sec): 3 clusters
  Score: Raw -1717032.664335 + Penalty 3120.378789 = -1713912.285546
  nChanged 13
		SP:Iteration 138Q (28129.250000 sec): 3 clusters
  Score: Raw -1717034.919704 + Penalty 3120.378789 = -1713914.540915
  nChanged 22
		SP:Iteration 139Q (28129.500000 sec): 3 clusters
  Score: Raw -1717038.475289 + Penalty 3120.378789 = -1713918.096501
  nChanged 25
		SP:Iteration 140F (28129.710000 sec): 3 clusters
  Score: Raw -1717041.404648 + Penalty 3120.378789 = -1713921.025859
  nChanged 23
		SP:Iteration 141Q (28129.930000 sec): 3 clusters
  Score: Raw -1717044.276498 + Penalty 3120.378789 = -1713923.897709
  nChanged 23
		SP:Iteration 142Q (28130.180000 sec): 3 clusters
  Score: Raw -1717046.875057 + Penalty 3120.378789 = -1713926.496269
  nChanged 24
		SP:Iteration 143Q (28130.410000 sec): 3 clusters
  Score: Raw -1717049.994578 + Penalty 3120.378789 = -1713929.615789
  nChanged 24
		SP:Iteration 144Q (28130.640000 sec): 3 clusters
  Score: Raw -1717053.354026 + Penalty 3120.378789 = -1713932.975237
  nChanged 28
		SP:Iteration 145Q (28130.890000 sec): 3 clusters
  Score: Raw -1717057.155509 + Penalty 3120.378789 = -1713936.776721
  nChanged 26
		SP:Iteration 146Q (28131.110000 sec): 3 clusters
  Score: Raw -1717059.719249 + Penalty 3120.378789 = -1713939.340461
  nChanged 24
		SP:Iteration 147Q (28131.320000 sec): 3 clusters
  Score: Raw -1717063.171686 + Penalty 3120.378789 = -1713942.792897
  nChanged 22
		SP:Iteration 148Q (28131.540000 sec): 3 clusters
  Score: Raw -1717066.447306 + Penalty 3120.378789 = -1713946.068518
  nChanged 24
		SP:Iteration 149Q (28131.790000 sec): 3 clusters
  Score: Raw -1717069.863848 + Penalty 3120.378789 = -1713949.485060
  nChanged 24
		SP:Iteration 150Q (28132.040000 sec): 3 clusters
  Score: Raw -1717072.994131 + Penalty 3120.378789 = -1713952.615342
  nChanged 20
		SP:Iteration 151Q (28132.240000 sec): 3 clusters
  Score: Raw -1717075.670118 + Penalty 3120.378789 = -1713955.291329
  nChanged 18
		SP:Iteration 152Q (28132.480000 sec): 3 clusters
  Score: Raw -1717077.964825 + Penalty 3120.378789 = -1713957.586036
  nChanged 15
		SP:Iteration 153Q (28132.720000 sec): 3 clusters
  Score: Raw -1717079.700352 + Penalty 3120.378789 = -1713959.321563
  nChanged 16
		SP:Iteration 154Q (28132.960000 sec): 3 clusters
  Score: Raw -1717081.707703 + Penalty 3120.378789 = -1713961.328914
  nChanged 16
		SP:Iteration 155Q (28133.170000 sec): 3 clusters
  Score: Raw -1717083.948590 + Penalty 3120.378789 = -1713963.569801
  nChanged 17
		SP:Iteration 156Q (28133.390000 sec): 3 clusters
  Score: Raw -1717086.415830 + Penalty 3120.378789 = -1713966.037041
  nChanged 14
		SP:Iteration 157Q (28133.680000 sec): 3 clusters
  Score: Raw -1717087.696228 + Penalty 3120.378789 = -1713967.317440
  nChanged 11
		SP:Iteration 158Q (28133.860000 sec): 3 clusters
  Score: Raw -1717088.586083 + Penalty 3120.378789 = -1713968.207294
  nChanged 6
		SP:Iteration 159Q (28134.150000 sec): 3 clusters
  Score: Raw -1717089.169550 + Penalty 3120.378789 = -1713968.790761
  nChanged 3
		SP:Iteration 160F (28134.400000 sec): 3 clusters
  Score: Raw -1717089.670761 + Penalty 3120.378789 = -1713969.291972
  nChanged 4
		SP:Iteration 161Q (28134.630000 sec): 3 clusters
  Score: Raw -1717089.947797 + Penalty 3120.378789 = -1713969.569008
  nChanged 3
		SP:Iteration 162Q (28134.850000 sec): 3 clusters
  Score: Raw -1717090.241441 + Penalty 3120.378789 = -1713969.862652
  nChanged 2
		SP:Iteration 163Q (28135.100000 sec): 3 clusters
  Score: Raw -1717090.509948 + Penalty 3120.378789 = -1713970.131159
  nChanged 5
		SP:Iteration 164Q (28135.350000 sec): 3 clusters
  Score: Raw -1717091.328354 + Penalty 3120.378789 = -1713970.949565
  nChanged 5
		SP:Iteration 165Q (28135.580000 sec): 3 clusters
  Score: Raw -1717091.811028 + Penalty 3120.378789 = -1713971.432239
  nChanged 3
		SP:Iteration 166Q (28135.780000 sec): 3 clusters
  Score: Raw -1717091.945951 + Penalty 3120.378789 = -1713971.567162
  nChanged 1
		SP:Iteration 167Q (28136.020000 sec): 3 clusters
  Score: Raw -1717092.015859 + Penalty 3120.378789 = -1713971.637071
  nChanged 2
		SP:Iteration 168Q (28136.240000 sec): 3 clusters
  Score: Raw -1717092.158170 + Penalty 3120.378789 = -1713971.779381
  nChanged 2
		SP:Iteration 169Q (28136.470000 sec): 3 clusters
  Score: Raw -1717092.455992 + Penalty 3120.378789 = -1713972.077204
  nChanged 3
		SP:Iteration 170Q (28136.700000 sec): 3 clusters
  Score: Raw -1717092.649895 + Penalty 3120.378789 = -1713972.271106
  nChanged 5
		SP:Iteration 171Q (28136.910000 sec): 3 clusters
  Score: Raw -1717093.151114 + Penalty 3120.378789 = -1713972.772325
  nChanged 5
		SP:Iteration 172Q (28137.180000 sec): 3 clusters
  Score: Raw -1717093.642167 + Penalty 3120.378789 = -1713973.263379
  nChanged 5
		SP:Iteration 173Q (28137.390000 sec): 3 clusters
  Score: Raw -1717094.478092 + Penalty 3120.378789 = -1713974.099303
  nChanged 7
		SP:Iteration 174Q (28137.640000 sec): 3 clusters
  Score: Raw -1717095.671731 + Penalty 3120.378789 = -1713975.292942
  nChanged 13
		SP:Iteration 175Q (28137.870000 sec): 3 clusters
  Score: Raw -1717097.215677 + Penalty 3120.378789 = -1713976.836888
  nChanged 15
		SP:Iteration 176Q (28138.120000 sec): 3 clusters
  Score: Raw -1717098.710191 + Penalty 3120.378789 = -1713978.331402
  nChanged 17
		SP:Iteration 177Q (28138.350000 sec): 3 clusters
  Score: Raw -1717100.530744 + Penalty 3120.378789 = -1713980.151955
  nChanged 11
		SP:Iteration 178Q (28138.600000 sec): 3 clusters
  Score: Raw -1717101.741028 + Penalty 3120.378789 = -1713981.362240
  nChanged 13
		SP:Iteration 179Q (28138.870000 sec): 3 clusters
  Score: Raw -1717102.954860 + Penalty 3120.378789 = -1713982.576072
  nChanged 10
		SP:Iteration 180F (28139.090000 sec): 3 clusters
  Score: Raw -1717103.797398 + Penalty 3120.378789 = -1713983.418610
  nChanged 9
		SP:Iteration 181Q (28139.320000 sec): 3 clusters
  Score: Raw -1717104.553813 + Penalty 3120.378789 = -1713984.175024
  nChanged 7
		SP:Iteration 182Q (28139.520000 sec): 3 clusters
  Score: Raw -1717105.168615 + Penalty 3120.378789 = -1713984.789826
  nChanged 8
		SP:Iteration 183Q (28139.770000 sec): 3 clusters
  Score: Raw -1717105.772019 + Penalty 3120.378789 = -1713985.393230
  nChanged 7
		SP:Iteration 184Q (28140.000000 sec): 3 clusters
  Score: Raw -1717106.600043 + Penalty 3120.378789 = -1713986.221254
  nChanged 7
		SP:Iteration 185Q (28140.210000 sec): 3 clusters
  Score: Raw -1717107.727549 + Penalty 3120.378789 = -1713987.348760
  nChanged 13
		SP:Iteration 186Q (28140.450000 sec): 3 clusters
  Score: Raw -1717109.618087 + Penalty 3120.378789 = -1713989.239299
  nChanged 15
		SP:Iteration 187Q (28140.720000 sec): 3 clusters
  Score: Raw -1717111.430576 + Penalty 3120.378789 = -1713991.051787
  nChanged 17
		SP:Iteration 188Q (28140.970000 sec): 3 clusters
  Score: Raw -1717113.804608 + Penalty 3120.378789 = -1713993.425819
  nChanged 20
		SP:Iteration 189Q (28141.180000 sec): 3 clusters
  Score: Raw -1717116.832025 + Penalty 3120.378789 = -1713996.453237
  nChanged 23
		SP:Iteration 190Q (28141.410000 sec): 3 clusters
  Score: Raw -1717121.314468 + Penalty 3120.378789 = -1714000.935680
  nChanged 27
		SP:Iteration 191Q (28141.620000 sec): 3 clusters
  Score: Raw -1717125.599479 + Penalty 3120.378789 = -1714005.220690
  nChanged 21
		SP:Iteration 192Q (28141.880000 sec): 3 clusters
  Score: Raw -1717128.752159 + Penalty 3120.378789 = -1714008.373370
  nChanged 21
		SP:Iteration 193Q (28142.070000 sec): 3 clusters
  Score: Raw -1717131.058176 + Penalty 3120.378789 = -1714010.679387
  nChanged 15
		SP:Iteration 194Q (28142.320000 sec): 3 clusters
  Score: Raw -1717133.023633 + Penalty 3120.378789 = -1714012.644844
  nChanged 20
		SP:Iteration 195Q (28142.560000 sec): 3 clusters
  Score: Raw -1717135.256683 + Penalty 3120.378789 = -1714014.877894
  nChanged 9
		SP:Iteration 196Q (28142.770000 sec): 3 clusters
  Score: Raw -1717135.920133 + Penalty 3120.378789 = -1714015.541345
  nChanged 8
		SP:Iteration 197Q (28142.980000 sec): 3 clusters
  Score: Raw -1717136.701318 + Penalty 3120.378789 = -1714016.322530
  nChanged 6
		SP:Iteration 198Q (28143.230000 sec): 3 clusters
  Score: Raw -1717137.550996 + Penalty 3120.378789 = -1714017.172208
  nChanged 5
		SP:Iteration 199Q (28143.480000 sec): 3 clusters
  Score: Raw -1717138.068651 + Penalty 3120.378789 = -1714017.689862
  nChanged 6
		SP:Iteration 200F (28143.720000 sec): 3 clusters
  Score: Raw -1717138.571410 + Penalty 3120.378789 = -1714018.192622
  nChanged 5
		SP:Iteration 201Q (28143.940000 sec): 3 clusters
  Score: Raw -1717139.265066 + Penalty 3120.378789 = -1714018.886277
  nChanged 13
		SP:Iteration 202Q (28144.210000 sec): 3 clusters
  Score: Raw -1717141.054377 + Penalty 3120.378789 = -1714020.675588
  nChanged 12
		SP:Iteration 203Q (28144.410000 sec): 3 clusters
  Score: Raw -1717142.714997 + Penalty 3120.378789 = -1714022.336208
  nChanged 15
		SP:Iteration 204Q (28144.700000 sec): 3 clusters
  Score: Raw -1717144.463612 + Penalty 3120.378789 = -1714024.084823
  nChanged 18
		SP:Iteration 205Q (28144.920000 sec): 3 clusters
  Score: Raw -1717146.651778 + Penalty 3120.378789 = -1714026.272990
  nChanged 11
		SP:Iteration 206Q (28145.180000 sec): 3 clusters
  Score: Raw -1717147.632790 + Penalty 3120.378789 = -1714027.254002
  nChanged 5
		SP:Iteration 207Q (28145.390000 sec): 3 clusters
  Score: Raw -1717147.964540 + Penalty 3120.378789 = -1714027.585751
  nChanged 5
		SP:Iteration 208Q (28145.660000 sec): 3 clusters
  Score: Raw -1717148.707342 + Penalty 3120.378789 = -1714028.328554
  nChanged 8
		SP:Iteration 209Q (28145.900000 sec): 3 clusters
  Score: Raw -1717149.686989 + Penalty 3120.378789 = -1714029.308200
  nChanged 13
		SP:Iteration 210Q (28146.140000 sec): 3 clusters
  Score: Raw -1717151.698544 + Penalty 3120.378789 = -1714031.319756
  nChanged 19
		SP:Iteration 211Q (28146.370000 sec): 3 clusters
  Score: Raw -1717154.638237 + Penalty 3120.378789 = -1714034.259449
  nChanged 19
		SP:Iteration 212Q (28146.650000 sec): 3 clusters
  Score: Raw -1717157.937478 + Penalty 3120.378789 = -1714037.558689
  nChanged 28
		SP:Iteration 213Q (28146.870000 sec): 3 clusters
  Score: Raw -1717162.778102 + Penalty 3120.378789 = -1714042.399314
  nChanged 25
		SP:Iteration 214Q (28147.110000 sec): 3 clusters
  Score: Raw -1717166.824729 + Penalty 3120.378789 = -1714046.445941
  nChanged 32
		SP:Iteration 215Q (28147.350000 sec): 3 clusters
  Score: Raw -1717172.961425 + Penalty 3120.378789 = -1714052.582636
  nChanged 39
		SP:Iteration 216Q (28147.580000 sec): 3 clusters
  Score: Raw -1717180.828239 + Penalty 3120.378789 = -1714060.449450
  nChanged 38
		SP:Iteration 217Q (28147.850000 sec): 3 clusters
  Score: Raw -1717188.687092 + Penalty 3120.378789 = -1714068.308303
  nChanged 46
		SP:Iteration 218Q (28148.070000 sec): 3 clusters
  Score: Raw -1717197.299400 + Penalty 3120.378789 = -1714076.920612
  nChanged 43
		SP:Iteration 219Q (28148.290000 sec): 3 clusters
  Score: Raw -1717205.047655 + Penalty 3120.378789 = -1714084.668867
  nChanged 35
		SP:Iteration 220F (28148.540000 sec): 3 clusters
  Score: Raw -1717211.336744 + Penalty 3120.378789 = -1714090.957956
  nChanged 43
		SP:Iteration 221Q (28148.780000 sec): 3 clusters
  Score: Raw -1717219.598170 + Penalty 3120.378789 = -1714099.219381
  nChanged 35
		SP:Iteration 222Q (28149.010000 sec): 3 clusters
  Score: Raw -1717226.549113 + Penalty 3120.378789 = -1714106.170324
  nChanged 36
		SP:Iteration 223Q (28149.240000 sec): 3 clusters
  Score: Raw -1717233.078861 + Penalty 3120.378789 = -1714112.700073
  nChanged 37
		SP:Iteration 224Q (28149.450000 sec): 3 clusters
  Score: Raw -1717238.975363 + Penalty 3120.378789 = -1714118.596574
  nChanged 30
		SP:Iteration 225Q (28149.710000 sec): 3 clusters
  Score: Raw -1717245.272720 + Penalty 3120.378789 = -1714124.893931
  nChanged 23
		SP:Iteration 226Q (28149.930000 sec): 3 clusters
  Score: Raw -1717248.878215 + Penalty 3120.378789 = -1714128.499427
  nChanged 15
		SP:Iteration 227Q (28150.140000 sec): 3 clusters
  Score: Raw -1717251.064913 + Penalty 3120.378789 = -1714130.686125
  nChanged 24
		SP:Iteration 228Q (28150.360000 sec): 3 clusters
  Score: Raw -1717254.735512 + Penalty 3120.378789 = -1714134.356723
  nChanged 25
		SP:Iteration 229Q (28150.630000 sec): 3 clusters
  Score: Raw -1717258.080262 + Penalty 3120.378789 = -1714137.701473
  nChanged 28
		SP:Iteration 230Q (28150.860000 sec): 3 clusters
  Score: Raw -1717262.360067 + Penalty 3120.378789 = -1714141.981279
  nChanged 28
		SP:Iteration 231Q (28151.090000 sec): 3 clusters
  Score: Raw -1717267.904515 + Penalty 3120.378789 = -1714147.525726
  nChanged 36
		SP:Iteration 232Q (28151.320000 sec): 3 clusters
  Score: Raw -1717276.056801 + Penalty 3120.378789 = -1714155.678012
  nChanged 38
		SP:Iteration 233Q (28151.570000 sec): 3 clusters
  Score: Raw -1717282.723458 + Penalty 3120.378789 = -1714162.344670
  nChanged 34
		SP:Iteration 234Q (28151.830000 sec): 3 clusters
  Score: Raw -1717289.897398 + Penalty 3120.378789 = -1714169.518609
  nChanged 32
		SP:Iteration 235Q (28152.090000 sec): 3 clusters
  Score: Raw -1717297.239291 + Penalty 3120.378789 = -1714176.860502
  nChanged 46
		SP:Iteration 236Q (28152.300000 sec): 3 clusters
  Score: Raw -1717308.677255 + Penalty 3120.378789 = -1714188.298466
  nChanged 41
		SP:Iteration 237Q (28152.540000 sec): 3 clusters
  Score: Raw -1717318.298162 + Penalty 3120.378789 = -1714197.919374
  nChanged 40
		SP:Iteration 238Q (28152.750000 sec): 3 clusters
  Score: Raw -1717329.711878 + Penalty 3120.378789 = -1714209.333090
  nChanged 39
		SP:Iteration 239Q (28152.990000 sec): 3 clusters
  Score: Raw -1717338.988333 + Penalty 3120.378789 = -1714218.609545
  nChanged 47
		SP:Iteration 240F (28153.210000 sec): 3 clusters
  Score: Raw -1717351.350307 + Penalty 3120.378789 = -1714230.971519
  nChanged 43
		SP:Iteration 241Q (28153.470000 sec): 3 clusters
  Score: Raw -1717362.745026 + Penalty 3120.378789 = -1714242.366237
  nChanged 45
		SP:Iteration 242Q (28153.700000 sec): 3 clusters
  Score: Raw -1717372.640792 + Penalty 3120.378789 = -1714252.262004
  nChanged 44
		SP:Iteration 243Q (28153.950000 sec): 3 clusters
  Score: Raw -1717387.144249 + Penalty 3120.378789 = -1714266.765461
  nChanged 47
		SP:Iteration 244Q (28154.150000 sec): 3 clusters
  Score: Raw -1717400.718843 + Penalty 3120.378789 = -1714280.340054
  nChanged 45
		SP:Iteration 245Q (28154.390000 sec): 3 clusters
  Score: Raw -1717413.547435 + Penalty 3120.378789 = -1714293.168647
  nChanged 41
		SP:Iteration 246Q (28154.640000 sec): 3 clusters
  Score: Raw -1717424.245442 + Penalty 3120.378789 = -1714303.866653
  nChanged 45
		SP:Iteration 247Q (28154.850000 sec): 3 clusters
  Score: Raw -1717437.212737 + Penalty 3120.378789 = -1714316.833948
  nChanged 46
		SP:Iteration 248Q (28155.110000 sec): 3 clusters
  Score: Raw -1717448.055765 + Penalty 3120.378789 = -1714327.676977
  nChanged 34
		SP:Iteration 249Q (28155.340000 sec): 3 clusters
  Score: Raw -1717457.874920 + Penalty 3120.378789 = -1714337.496131
  nChanged 32
		SP:Iteration 250Q (28155.570000 sec): 3 clusters
  Score: Raw -1717466.201319 + Penalty 3120.378789 = -1714345.822531
  nChanged 24
		SP:Iteration 251Q (28155.810000 sec): 3 clusters
  Score: Raw -1717472.860293 + Penalty 3120.378789 = -1714352.481505
  nChanged 19
		SP:Iteration 252Q (28156.090000 sec): 3 clusters
  Score: Raw -1717478.428400 + Penalty 3120.378789 = -1714358.049611
  nChanged 22
		SP:Iteration 253Q (28156.280000 sec): 3 clusters
  Score: Raw -1717483.952259 + Penalty 3120.378789 = -1714363.573470
  nChanged 19
		SP:Iteration 254Q (28156.550000 sec): 3 clusters
  Score: Raw -1717490.706185 + Penalty 3120.378789 = -1714370.327396
  nChanged 30
		SP:Iteration 255Q (28156.780000 sec): 3 clusters
  Score: Raw -1717498.668387 + Penalty 3120.378789 = -1714378.289598
  nChanged 37
		SP:Iteration 256Q (28157.000000 sec): 3 clusters
  Score: Raw -1717509.615844 + Penalty 3120.378789 = -1714389.237056
  nChanged 35
		SP:Iteration 257Q (28157.260000 sec): 3 clusters
  Score: Raw -1717519.351008 + Penalty 3120.378789 = -1714398.972220
  nChanged 30
		SP:Iteration 258Q (28157.520000 sec): 3 clusters
  Score: Raw -1717527.730465 + Penalty 3120.378789 = -1714407.351676
  nChanged 37
		SP:Iteration 259Q (28157.750000 sec): 3 clusters
  Score: Raw -1717539.708261 + Penalty 3120.378789 = -1714419.329472
  nChanged 33
		SP:Iteration 260F (28158.010000 sec): 3 clusters
  Score: Raw -1717552.513395 + Penalty 3120.378789 = -1714432.134607
  nChanged 39
		SP:Iteration 261Q (28158.200000 sec): 3 clusters
  Score: Raw -1717565.122772 + Penalty 3120.378789 = -1714444.743984
  nChanged 34
		SP:Iteration 262Q (28158.450000 sec): 3 clusters
  Score: Raw -1717576.744176 + Penalty 3120.378789 = -1714456.365388
  nChanged 29
		SP:Iteration 263Q (28158.690000 sec): 3 clusters
  Score: Raw -1717586.364863 + Penalty 3120.378789 = -1714465.986074
  nChanged 21
		SP:Iteration 264Q (28158.930000 sec): 3 clusters
  Score: Raw -1717595.297755 + Penalty 3120.378789 = -1714474.918967
  nChanged 34
		SP:Iteration 265Q (28159.190000 sec): 3 clusters
  Score: Raw -1717612.502405 + Penalty 3120.378789 = -1714492.123617
  nChanged 33
		SP:Iteration 266Q (28159.390000 sec): 3 clusters
  Score: Raw -1717625.280213 + Penalty 3120.378789 = -1714504.901425
  nChanged 32
		SP:Iteration 267Q (28159.630000 sec): 3 clusters
  Score: Raw -1717635.538944 + Penalty 3120.378789 = -1714515.160155
  nChanged 24
		SP:Iteration 268Q (28159.870000 sec): 3 clusters
  Score: Raw -1717641.450764 + Penalty 3120.378789 = -1714521.071976
  nChanged 13
		SP:Iteration 269Q (28160.110000 sec): 3 clusters
  Score: Raw -1717645.617767 + Penalty 3120.378789 = -1714525.238979
  nChanged 16
		SP:Iteration 270Q (28160.370000 sec): 3 clusters
  Score: Raw -1717649.651822 + Penalty 3120.378789 = -1714529.273034
  nChanged 15
		SP:Iteration 271Q (28160.610000 sec): 3 clusters
  Score: Raw -1717653.112763 + Penalty 3120.378789 = -1714532.733975
  nChanged 15
		SP:Iteration 272Q (28160.860000 sec): 3 clusters
  Score: Raw -1717656.896416 + Penalty 3120.378789 = -1714536.517628
  nChanged 12
		SP:Iteration 273Q (28161.090000 sec): 3 clusters
  Score: Raw -1717660.979456 + Penalty 3120.378789 = -1714540.600667
  nChanged 18
		SP:Iteration 274Q (28161.300000 sec): 3 clusters
  Score: Raw -1717667.740176 + Penalty 3120.378789 = -1714547.361387
  nChanged 23
		SP:Iteration 275Q (28161.550000 sec): 3 clusters
  Score: Raw -1717675.651680 + Penalty 3120.378789 = -1714555.272892
  nChanged 16
		SP:Iteration 276Q (28161.830000 sec): 3 clusters
  Score: Raw -1717681.436846 + Penalty 3120.378789 = -1714561.058057
  nChanged 22
		SP:Iteration 277Q (28162.050000 sec): 3 clusters
  Score: Raw -1717688.117630 + Penalty 3120.378789 = -1714567.738841
  nChanged 20
		SP:Iteration 278Q (28162.290000 sec): 3 clusters
  Score: Raw -1717693.416624 + Penalty 3120.378789 = -1714573.037836
  nChanged 15
		SP:Iteration 279Q (28162.510000 sec): 3 clusters
  Score: Raw -1717698.497389 + Penalty 3120.378789 = -1714578.118601
  nChanged 15
		SP:Iteration 280F (28162.730000 sec): 3 clusters
  Score: Raw -1717703.941593 + Penalty 3120.378789 = -1714583.562804
  nChanged 15
		SP:Iteration 281Q (28162.890000 sec): 3 clusters
  Score: Raw -1717710.394790 + Penalty 3120.378789 = -1714590.016001
  nChanged 16
		SP:Iteration 282Q (28163.170000 sec): 3 clusters
  Score: Raw -1717718.090291 + Penalty 3120.378789 = -1714597.711503
  nChanged 15
		SP:Iteration 283Q (28163.380000 sec): 3 clusters
  Score: Raw -1717723.965944 + Penalty 3120.378789 = -1714603.587155
  nChanged 20
		SP:Iteration 284Q (28163.590000 sec): 3 clusters
  Score: Raw -1717730.358956 + Penalty 3120.378789 = -1714609.980167
  nChanged 19
		SP:Iteration 285Q (28163.860000 sec): 3 clusters
  Score: Raw -1717737.188496 + Penalty 3120.378789 = -1714616.809707
  nChanged 18
		SP:Iteration 286Q (28164.080000 sec): 3 clusters
  Score: Raw -1717743.440945 + Penalty 3120.378789 = -1714623.062157
  nChanged 18
		SP:Iteration 287Q (28164.310000 sec): 3 clusters
  Score: Raw -1717750.546569 + Penalty 3120.378789 = -1714630.167781
  nChanged 23
		SP:Iteration 288Q (28164.550000 sec): 3 clusters
  Score: Raw -1717760.302635 + Penalty 3120.378789 = -1714639.923846
  nChanged 24
		SP:Iteration 289Q (28164.770000 sec): 3 clusters
  Score: Raw -1717771.915509 + Penalty 3120.378789 = -1714651.536721
  nChanged 18
		SP:Iteration 290Q (28165.030000 sec): 3 clusters
  Score: Raw -1717779.403286 + Penalty 3120.378789 = -1714659.024498
  nChanged 8
		SP:Iteration 291Q (28165.270000 sec): 3 clusters
  Score: Raw -1717782.946801 + Penalty 3120.378789 = -1714662.568012
  nChanged 10
		SP:Iteration 292Q (28165.480000 sec): 3 clusters
  Score: Raw -1717786.437507 + Penalty 3120.378789 = -1714666.058718
  nChanged 4
		SP:Iteration 293Q (28165.730000 sec): 3 clusters
  Score: Raw -1717787.405693 + Penalty 3120.378789 = -1714667.026904
  nChanged 1
		SP:Iteration 294Q (28165.990000 sec): 3 clusters
  Score: Raw -1717787.584405 + Penalty 3120.378789 = -1714667.205617
  nChanged 0
		SP:Iteration 295F (28166.200000 sec): 3 clusters
  Score: Raw -1717787.584405 + Penalty 3120.378789 = -1714667.205617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (1993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28166.320000 sec): 2 clusters
  Score: Raw -220964.250406 + Penalty 1234.576902 = -219729.673504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28166.500000 sec): 3 clusters
  Score: Raw -220128.143013 + Penalty 2469.153804 = -217658.989209
  nChanged 705
		SP:Iteration 1F (28166.650000 sec): 3 clusters
  Score: Raw -220639.710314 + Penalty 2469.153804 = -218170.556510
  nChanged 200
		SP:Iteration 2F (28166.820000 sec): 3 clusters
  Score: Raw -220872.805802 + Penalty 2469.153804 = -218403.651998
  nChanged 141
		SP:Iteration 3F (28167.030000 sec): 3 clusters
  Score: Raw -221039.537139 + Penalty 2469.153804 = -218570.383335
  nChanged 132
		SP:Iteration 4F (28167.160000 sec): 3 clusters
  Score: Raw -221175.868628 + Penalty 2469.153804 = -218706.714824
  nChanged 97
		SP:Iteration 5Q (28167.370000 sec): 3 clusters
  Score: Raw -221283.891164 + Penalty 2469.153804 = -218814.737360
  nChanged 89
		SP:Iteration 6Q (28167.550000 sec): 3 clusters
  Score: Raw -221369.137088 + Penalty 2469.153804 = -218899.983283
  nChanged 55
		SP:Iteration 7Q (28167.690000 sec): 3 clusters
  Score: Raw -221428.789818 + Penalty 2469.153804 = -218959.636014
  nChanged 52
		SP:Iteration 8Q (28167.890000 sec): 3 clusters
  Score: Raw -221481.667811 + Penalty 2469.153804 = -219012.514007
  nChanged 43
		SP:Iteration 9Q (28168.070000 sec): 3 clusters
  Score: Raw -221519.469688 + Penalty 2469.153804 = -219050.315884
  nChanged 33
		SP:Iteration 10Q (28168.230000 sec): 3 clusters
  Score: Raw -221549.390887 + Penalty 2469.153804 = -219080.237083
  nChanged 27
		SP:Iteration 11Q (28168.430000 sec): 3 clusters
  Score: Raw -221576.746136 + Penalty 2469.153804 = -219107.592332
  nChanged 24
		SP:Iteration 12Q (28168.580000 sec): 3 clusters
  Score: Raw -221597.817412 + Penalty 2469.153804 = -219128.663608
  nChanged 20
		SP:Iteration 13Q (28168.790000 sec): 3 clusters
  Score: Raw -221619.766636 + Penalty 2469.153804 = -219150.612832
  nChanged 22
		SP:Iteration 14Q (28168.950000 sec): 3 clusters
  Score: Raw -221646.376834 + Penalty 2469.153804 = -219177.223030
  nChanged 17
		SP:Iteration 15Q (28169.100000 sec): 3 clusters
  Score: Raw -221665.341495 + Penalty 2469.153804 = -219196.187691
  nChanged 10
		SP:Iteration 16Q (28169.250000 sec): 3 clusters
  Score: Raw -221670.252594 + Penalty 2469.153804 = -219201.098790
  nChanged 5
		SP:Iteration 17Q (28169.430000 sec): 3 clusters
  Score: Raw -221673.425187 + Penalty 2469.153804 = -219204.271383
  nChanged 6
		SP:Iteration 18Q (28169.610000 sec): 3 clusters
  Score: Raw -221676.680702 + Penalty 2469.153804 = -219207.526898
  nChanged 4
		SP:Iteration 19Q (28169.790000 sec): 3 clusters
  Score: Raw -221678.420515 + Penalty 2469.153804 = -219209.266711
  nChanged 2
		SP:Iteration 20F (28170.010000 sec): 3 clusters
  Score: Raw -221680.136897 + Penalty 2469.153804 = -219210.983093
  nChanged 4
		SP:Iteration 21Q (28170.170000 sec): 3 clusters
  Score: Raw -221685.399354 + Penalty 2469.153804 = -219216.245550
  nChanged 6
		SP:Iteration 22Q (28170.380000 sec): 3 clusters
  Score: Raw -221688.775171 + Penalty 2469.153804 = -219219.621367
  nChanged 5
		SP:Iteration 23Q (28170.540000 sec): 3 clusters
  Score: Raw -221693.652288 + Penalty 2469.153804 = -219224.498484
  nChanged 1
		SP:Iteration 24Q (28170.750000 sec): 3 clusters
  Score: Raw -221694.168130 + Penalty 2469.153804 = -219225.014326
  nChanged 2
		SP:Iteration 25Q (28170.870000 sec): 3 clusters
  Score: Raw -221695.337987 + Penalty 2469.153804 = -219226.184183
  nChanged 1
		SP:Iteration 26Q (28171.080000 sec): 3 clusters
  Score: Raw -221695.556751 + Penalty 2469.153804 = -219226.402947
  nChanged 1
		SP:Iteration 27Q (28171.190000 sec): 3 clusters
  Score: Raw -221695.853974 + Penalty 2469.153804 = -219226.700170
  nChanged 0
		SP:Iteration 28F (28171.370000 sec): 3 clusters
  Score: Raw -221695.853974 + Penalty 2469.153804 = -219226.700170
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28171.510000 sec): 2 clusters
  Score: Raw -1102109.385337 + Penalty 1486.625557 = -1100622.759779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28171.770000 sec): 3 clusters
  Score: Raw -1096859.202679 + Penalty 2973.251115 = -1093885.951564
  nChanged 4097
		SP:Iteration 1F (28171.980000 sec): 3 clusters
  Score: Raw -1099469.329848 + Penalty 2973.251115 = -1096496.078733
  nChanged 733
		SP:Iteration 2F (28172.180000 sec): 3 clusters
  Score: Raw -1099948.629425 + Penalty 2973.251115 = -1096975.378311
  nChanged 640
		SP:Iteration 3F (28172.340000 sec): 3 clusters
  Score: Raw -1100360.034266 + Penalty 2973.251115 = -1097386.783151
  nChanged 549
		SP:Iteration 4F (28172.540000 sec): 3 clusters
  Score: Raw -1100734.791610 + Penalty 2973.251115 = -1097761.540495
  nChanged 552
		SP:Iteration 5F (28172.740000 sec): 3 clusters
  Score: Raw -1101127.777128 + Penalty 2973.251115 = -1098154.526014
  nChanged 497
		SP:Iteration 6F (28172.950000 sec): 3 clusters
  Score: Raw -1101459.012102 + Penalty 2973.251115 = -1098485.760987
  nChanged 409
		SP:Iteration 7Q (28173.110000 sec): 3 clusters
  Score: Raw -1101696.260786 + Penalty 2973.251115 = -1098723.009671
  nChanged 320
		SP:Iteration 8Q (28173.340000 sec): 3 clusters
  Score: Raw -1101824.017725 + Penalty 2973.251115 = -1098850.766610
  nChanged 210
		SP:Iteration 9Q (28173.540000 sec): 3 clusters
  Score: Raw -1101885.401232 + Penalty 2973.251115 = -1098912.150118
  nChanged 144
		SP:Iteration 10Q (28173.770000 sec): 3 clusters
  Score: Raw -1101913.804308 + Penalty 2973.251115 = -1098940.553193
  nChanged 94
		SP:Iteration 11Q (28173.970000 sec): 3 clusters
  Score: Raw -1101937.926338 + Penalty 2973.251115 = -1098964.675224
  nChanged 91
		SP:Iteration 12Q (28174.200000 sec): 3 clusters
  Score: Raw -1101956.486889 + Penalty 2973.251115 = -1098983.235775
  nChanged 73
		SP:Iteration 13Q (28174.390000 sec): 3 clusters
  Score: Raw -1101973.407132 + Penalty 2973.251115 = -1099000.156017
  nChanged 66
		SP:Iteration 14Q (28174.600000 sec): 3 clusters
  Score: Raw -1101985.471789 + Penalty 2973.251115 = -1099012.220675
  nChanged 46
		SP:Iteration 15Q (28174.760000 sec): 3 clusters
  Score: Raw -1101995.921969 + Penalty 2973.251115 = -1099022.670855
  nChanged 45
		SP:Iteration 16Q (28175.000000 sec): 3 clusters
  Score: Raw -1102006.040993 + Penalty 2973.251115 = -1099032.789878
  nChanged 45
		SP:Iteration 17Q (28175.180000 sec): 3 clusters
  Score: Raw -1102015.034650 + Penalty 2973.251115 = -1099041.783535
  nChanged 31
		SP:Iteration 18Q (28175.410000 sec): 3 clusters
  Score: Raw -1102019.557301 + Penalty 2973.251115 = -1099046.306186
  nChanged 33
		SP:Iteration 19Q (28175.580000 sec): 3 clusters
  Score: Raw -1102024.661977 + Penalty 2973.251115 = -1099051.410862
  nChanged 32
		SP:Iteration 20F (28175.810000 sec): 3 clusters
  Score: Raw -1102029.822356 + Penalty 2973.251115 = -1099056.571242
  nChanged 28
		SP:Iteration 21Q (28176.010000 sec): 3 clusters
  Score: Raw -1102034.704477 + Penalty 2973.251115 = -1099061.453363
  nChanged 30
		SP:Iteration 22Q (28176.250000 sec): 3 clusters
  Score: Raw -1102039.861164 + Penalty 2973.251115 = -1099066.610049
  nChanged 30
		SP:Iteration 23Q (28176.430000 sec): 3 clusters
  Score: Raw -1102044.912880 + Penalty 2973.251115 = -1099071.661766
  nChanged 32
		SP:Iteration 24Q (28176.670000 sec): 3 clusters
  Score: Raw -1102049.492061 + Penalty 2973.251115 = -1099076.240946
  nChanged 28
		SP:Iteration 25Q (28176.870000 sec): 3 clusters
  Score: Raw -1102054.789540 + Penalty 2973.251115 = -1099081.538425
  nChanged 33
		SP:Iteration 26Q (28177.070000 sec): 3 clusters
  Score: Raw -1102060.800857 + Penalty 2973.251115 = -1099087.549742
  nChanged 35
		SP:Iteration 27Q (28177.280000 sec): 3 clusters
  Score: Raw -1102066.627498 + Penalty 2973.251115 = -1099093.376383
  nChanged 30
		SP:Iteration 28Q (28177.520000 sec): 3 clusters
  Score: Raw -1102073.021736 + Penalty 2973.251115 = -1099099.770621
  nChanged 37
		SP:Iteration 29Q (28177.770000 sec): 3 clusters
  Score: Raw -1102080.625680 + Penalty 2973.251115 = -1099107.374566
  nChanged 31
		SP:Iteration 30Q (28177.940000 sec): 3 clusters
  Score: Raw -1102087.301736 + Penalty 2973.251115 = -1099114.050621
  nChanged 33
		SP:Iteration 31Q (28178.160000 sec): 3 clusters
  Score: Raw -1102094.293242 + Penalty 2973.251115 = -1099121.042127
  nChanged 33
		SP:Iteration 32Q (28178.360000 sec): 3 clusters
  Score: Raw -1102102.718274 + Penalty 2973.251115 = -1099129.467159
  nChanged 31
		SP:Iteration 33Q (28178.530000 sec): 3 clusters
  Score: Raw -1102110.164423 + Penalty 2973.251115 = -1099136.913309
  nChanged 34
		SP:Iteration 34Q (28178.770000 sec): 3 clusters
  Score: Raw -1102117.005360 + Penalty 2973.251115 = -1099143.754245
  nChanged 34
		SP:Iteration 35Q (28178.980000 sec): 3 clusters
  Score: Raw -1102122.576643 + Penalty 2973.251115 = -1099149.325528
  nChanged 26
		SP:Iteration 36Q (28179.200000 sec): 3 clusters
  Score: Raw -1102127.017941 + Penalty 2973.251115 = -1099153.766826
  nChanged 26
		SP:Iteration 37Q (28179.370000 sec): 3 clusters
  Score: Raw -1102131.202965 + Penalty 2973.251115 = -1099157.951850
  nChanged 15
		SP:Iteration 38Q (28179.620000 sec): 3 clusters
  Score: Raw -1102132.814469 + Penalty 2973.251115 = -1099159.563355
  nChanged 12
		SP:Iteration 39Q (28179.790000 sec): 3 clusters
  Score: Raw -1102134.654257 + Penalty 2973.251115 = -1099161.403143
  nChanged 12
		SP:Iteration 40F (28180.040000 sec): 3 clusters
  Score: Raw -1102137.075931 + Penalty 2973.251115 = -1099163.824816
  nChanged 22
		SP:Iteration 41Q (28180.260000 sec): 3 clusters
  Score: Raw -1102142.299026 + Penalty 2973.251115 = -1099169.047912
  nChanged 33
		SP:Iteration 42Q (28180.470000 sec): 3 clusters
  Score: Raw -1102148.382701 + Penalty 2973.251115 = -1099175.131587
  nChanged 24
		SP:Iteration 43Q (28180.680000 sec): 3 clusters
  Score: Raw -1102154.318015 + Penalty 2973.251115 = -1099181.066901
  nChanged 34
		SP:Iteration 44Q (28180.900000 sec): 3 clusters
  Score: Raw -1102162.830687 + Penalty 2973.251115 = -1099189.579572
  nChanged 28
		SP:Iteration 45Q (28181.100000 sec): 3 clusters
  Score: Raw -1102170.044333 + Penalty 2973.251115 = -1099196.793218
  nChanged 28
		SP:Iteration 46Q (28181.300000 sec): 3 clusters
  Score: Raw -1102176.197026 + Penalty 2973.251115 = -1099202.945911
  nChanged 24
		SP:Iteration 47Q (28181.510000 sec): 3 clusters
  Score: Raw -1102181.570437 + Penalty 2973.251115 = -1099208.319322
  nChanged 33
		SP:Iteration 48Q (28181.760000 sec): 3 clusters
  Score: Raw -1102191.035200 + Penalty 2973.251115 = -1099217.784086
  nChanged 37
		SP:Iteration 49Q (28181.980000 sec): 3 clusters
  Score: Raw -1102200.126757 + Penalty 2973.251115 = -1099226.875642
  nChanged 38
		SP:Iteration 50Q (28182.160000 sec): 3 clusters
  Score: Raw -1102210.580909 + Penalty 2973.251115 = -1099237.329794
  nChanged 39
		SP:Iteration 51Q (28182.350000 sec): 3 clusters
  Score: Raw -1102222.337810 + Penalty 2973.251115 = -1099249.086695
  nChanged 58
		SP:Iteration 52Q (28182.550000 sec): 3 clusters
  Score: Raw -1102239.878845 + Penalty 2973.251115 = -1099266.627730
  nChanged 50
		SP:Iteration 53Q (28182.770000 sec): 3 clusters
  Score: Raw -1102253.293509 + Penalty 2973.251115 = -1099280.042394
  nChanged 55
		SP:Iteration 54Q (28183.020000 sec): 3 clusters
  Score: Raw -1102271.568577 + Penalty 2973.251115 = -1099298.317462
  nChanged 53
		SP:Iteration 55Q (28183.230000 sec): 3 clusters
  Score: Raw -1102291.383545 + Penalty 2973.251115 = -1099318.132430
  nChanged 66
		SP:Iteration 56Q (28183.410000 sec): 3 clusters
  Score: Raw -1102316.217220 + Penalty 2973.251115 = -1099342.966105
  nChanged 61
		SP:Iteration 57Q (28183.640000 sec): 3 clusters
  Score: Raw -1102338.235934 + Penalty 2973.251115 = -1099364.984820
  nChanged 63
		SP:Iteration 58Q (28183.830000 sec): 3 clusters
  Score: Raw -1102356.359568 + Penalty 2973.251115 = -1099383.108453
  nChanged 49
		SP:Iteration 59Q (28184.070000 sec): 3 clusters
  Score: Raw -1102370.122929 + Penalty 2973.251115 = -1099396.871814
  nChanged 53
		SP:Iteration 60F (28184.280000 sec): 3 clusters
  Score: Raw -1102384.919004 + Penalty 2973.251115 = -1099411.667890
  nChanged 44
		SP:Iteration 61Q (28184.480000 sec): 3 clusters
  Score: Raw -1102398.944232 + Penalty 2973.251115 = -1099425.693117
  nChanged 43
		SP:Iteration 62Q (28184.700000 sec): 3 clusters
  Score: Raw -1102410.792039 + Penalty 2973.251115 = -1099437.540924
  nChanged 32
		SP:Iteration 63Q (28184.910000 sec): 3 clusters
  Score: Raw -1102418.180004 + Penalty 2973.251115 = -1099444.928890
  nChanged 21
		SP:Iteration 64Q (28185.130000 sec): 3 clusters
  Score: Raw -1102421.543335 + Penalty 2973.251115 = -1099448.292220
  nChanged 18
		SP:Iteration 65Q (28185.360000 sec): 3 clusters
  Score: Raw -1102424.588209 + Penalty 2973.251115 = -1099451.337095
  nChanged 16
		SP:Iteration 66Q (28185.570000 sec): 3 clusters
  Score: Raw -1102427.778924 + Penalty 2973.251115 = -1099454.527810
  nChanged 18
		SP:Iteration 67Q (28185.750000 sec): 3 clusters
  Score: Raw -1102431.219334 + Penalty 2973.251115 = -1099457.968220
  nChanged 15
		SP:Iteration 68Q (28185.940000 sec): 3 clusters
  Score: Raw -1102433.635319 + Penalty 2973.251115 = -1099460.384205
  nChanged 7
		SP:Iteration 69Q (28186.150000 sec): 3 clusters
  Score: Raw -1102434.428784 + Penalty 2973.251115 = -1099461.177669
  nChanged 3
		SP:Iteration 70Q (28186.360000 sec): 3 clusters
  Score: Raw -1102434.796996 + Penalty 2973.251115 = -1099461.545882
  nChanged 3
		SP:Iteration 71Q (28186.580000 sec): 3 clusters
  Score: Raw -1102435.151777 + Penalty 2973.251115 = -1099461.900662
  nChanged 1
		SP:Iteration 72Q (28186.810000 sec): 3 clusters
  Score: Raw -1102435.185942 + Penalty 2973.251115 = -1099461.934827
  nChanged 0
		SP:Iteration 73F (28187.040000 sec): 3 clusters
  Score: Raw -1102435.185942 + Penalty 2973.251115 = -1099461.934827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28187.150000 sec): 2 clusters
  Score: Raw -374905.536318 + Penalty 1308.446438 = -373597.089881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28187.310000 sec): 3 clusters
  Score: Raw -373403.401600 + Penalty 2616.892876 = -370786.508724
  nChanged 1191
		SP:Iteration 1F (28187.500000 sec): 3 clusters
  Score: Raw -374175.859583 + Penalty 2616.892876 = -371558.966707
  nChanged 260
		SP:Iteration 2F (28187.690000 sec): 3 clusters
  Score: Raw -374369.378802 + Penalty 2616.892876 = -371752.485926
  nChanged 185
		SP:Iteration 3F (28187.840000 sec): 3 clusters
  Score: Raw -374492.331490 + Penalty 2616.892876 = -371875.438614
  nChanged 143
		SP:Iteration 4Q (28188.000000 sec): 3 clusters
  Score: Raw -374565.349559 + Penalty 2616.892876 = -371948.456683
  nChanged 88
		SP:Iteration 5Q (28188.190000 sec): 3 clusters
  Score: Raw -374604.139442 + Penalty 2616.892876 = -371987.246567
  nChanged 73
		SP:Iteration 6Q (28188.330000 sec): 3 clusters
  Score: Raw -374642.117621 + Penalty 2616.892876 = -372025.224746
  nChanged 65
		SP:Iteration 7Q (28188.490000 sec): 3 clusters
  Score: Raw -374675.695316 + Penalty 2616.892876 = -372058.802440
  nChanged 49
		SP:Iteration 8Q (28188.670000 sec): 3 clusters
  Score: Raw -374699.352608 + Penalty 2616.892876 = -372082.459732
  nChanged 63
		SP:Iteration 9Q (28188.850000 sec): 3 clusters
  Score: Raw -374726.205366 + Penalty 2616.892876 = -372109.312490
  nChanged 57
		SP:Iteration 10Q (28189.000000 sec): 3 clusters
  Score: Raw -374751.475794 + Penalty 2616.892876 = -372134.582918
  nChanged 56
		SP:Iteration 11Q (28189.170000 sec): 3 clusters
  Score: Raw -374780.706597 + Penalty 2616.892876 = -372163.813721
  nChanged 54
		SP:Iteration 12Q (28189.330000 sec): 3 clusters
  Score: Raw -374804.955691 + Penalty 2616.892876 = -372188.062816
  nChanged 50
		SP:Iteration 13Q (28189.520000 sec): 3 clusters
  Score: Raw -374826.901818 + Penalty 2616.892876 = -372210.008942
  nChanged 50
		SP:Iteration 14Q (28189.700000 sec): 3 clusters
  Score: Raw -374848.996285 + Penalty 2616.892876 = -372232.103410
  nChanged 44
		SP:Iteration 15Q (28189.900000 sec): 3 clusters
  Score: Raw -374865.242279 + Penalty 2616.892876 = -372248.349403
  nChanged 29
		SP:Iteration 16Q (28190.080000 sec): 3 clusters
  Score: Raw -374876.879828 + Penalty 2616.892876 = -372259.986952
  nChanged 27
		SP:Iteration 17Q (28190.250000 sec): 3 clusters
  Score: Raw -374888.105498 + Penalty 2616.892876 = -372271.212622
  nChanged 33
		SP:Iteration 18Q (28190.430000 sec): 3 clusters
  Score: Raw -374900.387001 + Penalty 2616.892876 = -372283.494126
  nChanged 30
		SP:Iteration 19Q (28190.620000 sec): 3 clusters
  Score: Raw -374914.437542 + Penalty 2616.892876 = -372297.544666
  nChanged 24
		SP:Iteration 20F (28190.810000 sec): 3 clusters
  Score: Raw -374923.997955 + Penalty 2616.892876 = -372307.105079
  nChanged 21
		SP:Iteration 21Q (28191.000000 sec): 3 clusters
  Score: Raw -374932.993846 + Penalty 2616.892876 = -372316.100970
  nChanged 24
		SP:Iteration 22Q (28191.190000 sec): 3 clusters
  Score: Raw -374944.068333 + Penalty 2616.892876 = -372327.175457
  nChanged 22
		SP:Iteration 23Q (28191.370000 sec): 3 clusters
  Score: Raw -374953.696922 + Penalty 2616.892876 = -372336.804046
  nChanged 25
		SP:Iteration 24Q (28191.550000 sec): 3 clusters
  Score: Raw -374963.751085 + Penalty 2616.892876 = -372346.858210
  nChanged 25
		SP:Iteration 25Q (28191.740000 sec): 3 clusters
  Score: Raw -374975.968218 + Penalty 2616.892876 = -372359.075342
  nChanged 28
		SP:Iteration 26Q (28191.910000 sec): 3 clusters
  Score: Raw -374988.917216 + Penalty 2616.892876 = -372372.024340
  nChanged 29
		SP:Iteration 27Q (28192.080000 sec): 3 clusters
  Score: Raw -375004.370788 + Penalty 2616.892876 = -372387.477912
  nChanged 26
		SP:Iteration 28Q (28192.290000 sec): 3 clusters
  Score: Raw -375017.290562 + Penalty 2616.892876 = -372400.397686
  nChanged 27
		SP:Iteration 29Q (28192.480000 sec): 3 clusters
  Score: Raw -375028.472185 + Penalty 2616.892876 = -372411.579309
  nChanged 25
		SP:Iteration 30Q (28192.620000 sec): 3 clusters
  Score: Raw -375040.634024 + Penalty 2616.892876 = -372423.741148
  nChanged 22
		SP:Iteration 31Q (28192.810000 sec): 3 clusters
  Score: Raw -375049.684419 + Penalty 2616.892876 = -372432.791544
  nChanged 12
		SP:Iteration 32Q (28192.970000 sec): 3 clusters
  Score: Raw -375054.102084 + Penalty 2616.892876 = -372437.209208
  nChanged 7
		SP:Iteration 33Q (28193.130000 sec): 3 clusters
  Score: Raw -375057.963244 + Penalty 2616.892876 = -372441.070369
  nChanged 7
		SP:Iteration 34Q (28193.290000 sec): 3 clusters
  Score: Raw -375060.454985 + Penalty 2616.892876 = -372443.562109
  nChanged 8
		SP:Iteration 35Q (28193.470000 sec): 3 clusters
  Score: Raw -375064.589300 + Penalty 2616.892876 = -372447.696424
  nChanged 7
		SP:Iteration 36Q (28193.660000 sec): 3 clusters
  Score: Raw -375066.866634 + Penalty 2616.892876 = -372449.973758
  nChanged 8
		SP:Iteration 37Q (28193.840000 sec): 3 clusters
  Score: Raw -375069.562136 + Penalty 2616.892876 = -372452.669260
  nChanged 7
		SP:Iteration 38Q (28194.020000 sec): 3 clusters
  Score: Raw -375071.605117 + Penalty 2616.892876 = -372454.712242
  nChanged 8
		SP:Iteration 39Q (28194.160000 sec): 3 clusters
  Score: Raw -375075.341966 + Penalty 2616.892876 = -372458.449091
  nChanged 7
		SP:Iteration 40F (28194.330000 sec): 3 clusters
  Score: Raw -375079.150979 + Penalty 2616.892876 = -372462.258103
  nChanged 11
		SP:Iteration 41Q (28194.510000 sec): 3 clusters
  Score: Raw -375083.835287 + Penalty 2616.892876 = -372466.942412
  nChanged 10
		SP:Iteration 42Q (28194.710000 sec): 3 clusters
  Score: Raw -375088.391927 + Penalty 2616.892876 = -372471.499051
  nChanged 11
		SP:Iteration 43Q (28194.880000 sec): 3 clusters
  Score: Raw -375091.896178 + Penalty 2616.892876 = -372475.003303
  nChanged 10
		SP:Iteration 44Q (28195.070000 sec): 3 clusters
  Score: Raw -375096.647424 + Penalty 2616.892876 = -372479.754548
  nChanged 4
		SP:Iteration 45Q (28195.240000 sec): 3 clusters
  Score: Raw -375098.149599 + Penalty 2616.892876 = -372481.256724
  nChanged 2
		SP:Iteration 46Q (28195.430000 sec): 3 clusters
  Score: Raw -375098.721680 + Penalty 2616.892876 = -372481.828804
  nChanged 0
		SP:Iteration 47F (28195.600000 sec): 3 clusters
  Score: Raw -375098.721680 + Penalty 2616.892876 = -372481.828804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28195.730000 sec): 2 clusters
  Score: Raw -1249184.866951 + Penalty 1505.180325 = -1247679.686626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28195.930000 sec): 3 clusters
  Score: Raw -1243212.237331 + Penalty 3010.360649 = -1240201.876682
  nChanged 4538
		SP:Iteration 1F (28196.130000 sec): 3 clusters
  Score: Raw -1245644.629250 + Penalty 3010.360649 = -1242634.268600
  nChanged 647
		SP:Iteration 2F (28196.330000 sec): 3 clusters
  Score: Raw -1245939.086840 + Penalty 3010.360649 = -1242928.726191
  nChanged 557
		SP:Iteration 3F (28196.540000 sec): 3 clusters
  Score: Raw -1246200.188268 + Penalty 3010.360649 = -1243189.827619
  nChanged 529
		SP:Iteration 4F (28196.800000 sec): 3 clusters
  Score: Raw -1246471.424319 + Penalty 3010.360649 = -1243461.063670
  nChanged 544
		SP:Iteration 5F (28197.010000 sec): 3 clusters
  Score: Raw -1246759.375715 + Penalty 3010.360649 = -1243749.015066
  nChanged 492
		SP:Iteration 6Q (28197.210000 sec): 3 clusters
  Score: Raw -1247032.346824 + Penalty 3010.360649 = -1244021.986175
  nChanged 491
		SP:Iteration 7Q (28197.420000 sec): 3 clusters
  Score: Raw -1247304.582724 + Penalty 3010.360649 = -1244294.222074
  nChanged 494
		SP:Iteration 8Q (28197.670000 sec): 3 clusters
  Score: Raw -1247578.407866 + Penalty 3010.360649 = -1244568.047217
  nChanged 447
		SP:Iteration 9Q (28197.850000 sec): 3 clusters
  Score: Raw -1247834.171032 + Penalty 3010.360649 = -1244823.810383
  nChanged 418
		SP:Iteration 10Q (28198.030000 sec): 3 clusters
  Score: Raw -1248093.568582 + Penalty 3010.360649 = -1245083.207933
  nChanged 409
		SP:Iteration 11Q (28198.260000 sec): 3 clusters
  Score: Raw -1248365.293039 + Penalty 3010.360649 = -1245354.932390
  nChanged 350
		SP:Iteration 12Q (28198.490000 sec): 3 clusters
  Score: Raw -1248630.675694 + Penalty 3010.360649 = -1245620.315045
  nChanged 335
		SP:Iteration 13Q (28198.710000 sec): 3 clusters
  Score: Raw -1248942.045978 + Penalty 3010.360649 = -1245931.685329
  nChanged 300
		SP:Iteration 14Q (28198.960000 sec): 3 clusters
  Score: Raw -1249211.331935 + Penalty 3010.360649 = -1246200.971286
  nChanged 218
		SP:Iteration 15Q (28199.160000 sec): 3 clusters
  Score: Raw -1249383.460283 + Penalty 3010.360649 = -1246373.099633
  nChanged 163
		SP:Iteration 16Q (28199.370000 sec): 3 clusters
  Score: Raw -1249492.939712 + Penalty 3010.360649 = -1246482.579062
  nChanged 138
		SP:Iteration 17Q (28199.590000 sec): 3 clusters
  Score: Raw -1249582.477594 + Penalty 3010.360649 = -1246572.116945
  nChanged 111
		SP:Iteration 18Q (28199.850000 sec): 3 clusters
  Score: Raw -1249647.773279 + Penalty 3010.360649 = -1246637.412630
  nChanged 84
		SP:Iteration 19Q (28200.040000 sec): 3 clusters
  Score: Raw -1249691.672596 + Penalty 3010.360649 = -1246681.311947
  nChanged 72
		SP:Iteration 20F (28200.240000 sec): 3 clusters
  Score: Raw -1249726.004845 + Penalty 3010.360649 = -1246715.644195
  nChanged 57
		SP:Iteration 21Q (28200.460000 sec): 3 clusters
  Score: Raw -1249757.416180 + Penalty 3010.360649 = -1246747.055531
  nChanged 50
		SP:Iteration 22Q (28200.700000 sec): 3 clusters
  Score: Raw -1249784.081988 + Penalty 3010.360649 = -1246773.721338
  nChanged 46
		SP:Iteration 23Q (28200.890000 sec): 3 clusters
  Score: Raw -1249805.747452 + Penalty 3010.360649 = -1246795.386802
  nChanged 42
		SP:Iteration 24Q (28201.140000 sec): 3 clusters
  Score: Raw -1249827.195123 + Penalty 3010.360649 = -1246816.834473
  nChanged 38
		SP:Iteration 25Q (28201.340000 sec): 3 clusters
  Score: Raw -1249844.421991 + Penalty 3010.360649 = -1246834.061342
  nChanged 33
		SP:Iteration 26Q (28201.570000 sec): 3 clusters
  Score: Raw -1249859.114011 + Penalty 3010.360649 = -1246848.753362
  nChanged 26
		SP:Iteration 27Q (28201.750000 sec): 3 clusters
  Score: Raw -1249872.094124 + Penalty 3010.360649 = -1246861.733474
  nChanged 20
		SP:Iteration 28Q (28201.970000 sec): 3 clusters
  Score: Raw -1249879.849362 + Penalty 3010.360649 = -1246869.488713
  nChanged 14
		SP:Iteration 29Q (28202.170000 sec): 3 clusters
  Score: Raw -1249883.804753 + Penalty 3010.360649 = -1246873.444103
  nChanged 5
		SP:Iteration 30Q (28202.390000 sec): 3 clusters
  Score: Raw -1249885.656575 + Penalty 3010.360649 = -1246875.295926
  nChanged 7
		SP:Iteration 31Q (28202.620000 sec): 3 clusters
  Score: Raw -1249887.762895 + Penalty 3010.360649 = -1246877.402246
  nChanged 3
		SP:Iteration 32Q (28202.800000 sec): 3 clusters
  Score: Raw -1249888.381078 + Penalty 3010.360649 = -1246878.020429
  nChanged 2
		SP:Iteration 33Q (28203.050000 sec): 3 clusters
  Score: Raw -1249888.734863 + Penalty 3010.360649 = -1246878.374213
  nChanged 1
		SP:Iteration 34Q (28203.250000 sec): 3 clusters
  Score: Raw -1249889.321143 + Penalty 3010.360649 = -1246878.960494
  nChanged 0
		SP:Iteration 35F (28203.490000 sec): 3 clusters
  Score: Raw -1249889.321143 + Penalty 3010.360649 = -1246878.960494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28203.570000 sec): 2 clusters
  Score: Raw -414625.589608 + Penalty 1326.084215 = -413299.505393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28203.750000 sec): 3 clusters
  Score: Raw -412895.404166 + Penalty 2652.168430 = -410243.235736
  nChanged 1353
		SP:Iteration 1F (28203.930000 sec): 3 clusters
  Score: Raw -413651.657579 + Penalty 2652.168430 = -410999.489148
  nChanged 257
		SP:Iteration 2F (28204.130000 sec): 3 clusters
  Score: Raw -413783.858260 + Penalty 2652.168430 = -411131.689829
  nChanged 144
		SP:Iteration 3Q (28204.310000 sec): 3 clusters
  Score: Raw -413851.912216 + Penalty 2652.168430 = -411199.743786
  nChanged 117
		SP:Iteration 4Q (28204.500000 sec): 3 clusters
  Score: Raw -413907.206178 + Penalty 2652.168430 = -411255.037747
  nChanged 95
		SP:Iteration 5Q (28204.660000 sec): 3 clusters
  Score: Raw -413949.145858 + Penalty 2652.168430 = -411296.977427
  nChanged 70
		SP:Iteration 6Q (28204.840000 sec): 3 clusters
  Score: Raw -413979.760295 + Penalty 2652.168430 = -411327.591865
  nChanged 60
		SP:Iteration 7Q (28205.040000 sec): 3 clusters
  Score: Raw -414006.201787 + Penalty 2652.168430 = -411354.033357
  nChanged 53
		SP:Iteration 8Q (28205.210000 sec): 3 clusters
  Score: Raw -414028.243570 + Penalty 2652.168430 = -411376.075139
  nChanged 69
		SP:Iteration 9Q (28205.410000 sec): 3 clusters
  Score: Raw -414057.100753 + Penalty 2652.168430 = -411404.932322
  nChanged 56
		SP:Iteration 10Q (28205.590000 sec): 3 clusters
  Score: Raw -414081.125485 + Penalty 2652.168430 = -411428.957054
  nChanged 56
		SP:Iteration 11Q (28205.800000 sec): 3 clusters
  Score: Raw -414103.014747 + Penalty 2652.168430 = -411450.846317
  nChanged 50
		SP:Iteration 12Q (28205.930000 sec): 3 clusters
  Score: Raw -414124.625804 + Penalty 2652.168430 = -411472.457373
  nChanged 52
		SP:Iteration 13Q (28206.150000 sec): 3 clusters
  Score: Raw -414148.686523 + Penalty 2652.168430 = -411496.518093
  nChanged 65
		SP:Iteration 14Q (28206.310000 sec): 3 clusters
  Score: Raw -414178.466895 + Penalty 2652.168430 = -411526.298465
  nChanged 68
		SP:Iteration 15Q (28206.490000 sec): 3 clusters
  Score: Raw -414211.796467 + Penalty 2652.168430 = -411559.628037
  nChanged 61
		SP:Iteration 16Q (28206.680000 sec): 3 clusters
  Score: Raw -414240.667368 + Penalty 2652.168430 = -411588.498937
  nChanged 53
		SP:Iteration 17Q (28206.880000 sec): 3 clusters
  Score: Raw -414269.586182 + Penalty 2652.168430 = -411617.417751
  nChanged 58
		SP:Iteration 18Q (28207.060000 sec): 3 clusters
  Score: Raw -414300.263785 + Penalty 2652.168430 = -411648.095355
  nChanged 65
		SP:Iteration 19Q (28207.230000 sec): 3 clusters
  Score: Raw -414342.939832 + Penalty 2652.168430 = -411690.771401
  nChanged 76
		SP:Iteration 20F (28207.410000 sec): 3 clusters
  Score: Raw -414391.636514 + Penalty 2652.168430 = -411739.468084
  nChanged 81
		SP:Iteration 21Q (28207.580000 sec): 3 clusters
  Score: Raw -414449.365564 + Penalty 2652.168430 = -411797.197134
  nChanged 83
		SP:Iteration 22Q (28207.760000 sec): 3 clusters
  Score: Raw -414504.413894 + Penalty 2652.168430 = -411852.245463
  nChanged 69
		SP:Iteration 23Q (28207.980000 sec): 3 clusters
  Score: Raw -414550.908153 + Penalty 2652.168430 = -411898.739722
  nChanged 62
		SP:Iteration 24Q (28208.140000 sec): 3 clusters
  Score: Raw -414593.060154 + Penalty 2652.168430 = -411940.891724
  nChanged 48
		SP:Iteration 25Q (28208.350000 sec): 3 clusters
  Score: Raw -414626.526803 + Penalty 2652.168430 = -411974.358372
  nChanged 40
		SP:Iteration 26Q (28208.540000 sec): 3 clusters
  Score: Raw -414664.055816 + Penalty 2652.168430 = -412011.887385
  nChanged 45
		SP:Iteration 27Q (28208.720000 sec): 3 clusters
  Score: Raw -414700.152353 + Penalty 2652.168430 = -412047.983922
  nChanged 27
		SP:Iteration 28Q (28208.860000 sec): 3 clusters
  Score: Raw -414728.037610 + Penalty 2652.168430 = -412075.869180
  nChanged 24
		SP:Iteration 29Q (28209.040000 sec): 3 clusters
  Score: Raw -414747.245961 + Penalty 2652.168430 = -412095.077530
  nChanged 23
		SP:Iteration 30Q (28209.240000 sec): 3 clusters
  Score: Raw -414769.466698 + Penalty 2652.168430 = -412117.298268
  nChanged 24
		SP:Iteration 31Q (28209.410000 sec): 3 clusters
  Score: Raw -414787.103521 + Penalty 2652.168430 = -412134.935091
  nChanged 16
		SP:Iteration 32Q (28209.590000 sec): 3 clusters
  Score: Raw -414798.877815 + Penalty 2652.168430 = -412146.709384
  nChanged 19
		SP:Iteration 33Q (28209.800000 sec): 3 clusters
  Score: Raw -414819.552624 + Penalty 2652.168430 = -412167.384194
  nChanged 19
		SP:Iteration 34Q (28209.960000 sec): 3 clusters
  Score: Raw -414839.812072 + Penalty 2652.168430 = -412187.643642
  nChanged 14
		SP:Iteration 35Q (28210.150000 sec): 3 clusters
  Score: Raw -414849.791537 + Penalty 2652.168430 = -412197.623106
  nChanged 11
		SP:Iteration 36Q (28210.340000 sec): 3 clusters
  Score: Raw -414855.353965 + Penalty 2652.168430 = -412203.185535
  nChanged 9
		SP:Iteration 37Q (28210.500000 sec): 3 clusters
  Score: Raw -414860.648869 + Penalty 2652.168430 = -412208.480439
  nChanged 10
		SP:Iteration 38Q (28210.680000 sec): 3 clusters
  Score: Raw -414870.129509 + Penalty 2652.168430 = -412217.961079
  nChanged 6
		SP:Iteration 39Q (28210.860000 sec): 3 clusters
  Score: Raw -414874.703264 + Penalty 2652.168430 = -412222.534833
  nChanged 3
		SP:Iteration 40F (28211.070000 sec): 3 clusters
  Score: Raw -414878.817837 + Penalty 2652.168430 = -412226.649406
  nChanged 5
		SP:Iteration 41Q (28211.230000 sec): 3 clusters
  Score: Raw -414886.061490 + Penalty 2652.168430 = -412233.893060
  nChanged 6
		SP:Iteration 42Q (28211.410000 sec): 3 clusters
  Score: Raw -414892.039861 + Penalty 2652.168430 = -412239.871430
  nChanged 8
		SP:Iteration 43Q (28211.640000 sec): 3 clusters
  Score: Raw -414901.229071 + Penalty 2652.168430 = -412249.060640
  nChanged 7
		SP:Iteration 44Q (28211.810000 sec): 3 clusters
  Score: Raw -414904.954534 + Penalty 2652.168430 = -412252.786104
  nChanged 3
		SP:Iteration 45Q (28211.990000 sec): 3 clusters
  Score: Raw -414908.336855 + Penalty 2652.168430 = -412256.168424
  nChanged 3
		SP:Iteration 46Q (28212.140000 sec): 3 clusters
  Score: Raw -414911.261337 + Penalty 2652.168430 = -412259.092906
  nChanged 2
		SP:Iteration 47Q (28212.310000 sec): 3 clusters
  Score: Raw -414912.064742 + Penalty 2652.168430 = -412259.896311
  nChanged 3
		SP:Iteration 48Q (28212.530000 sec): 3 clusters
  Score: Raw -414914.816357 + Penalty 2652.168430 = -412262.647926
  nChanged 0
		SP:Iteration 49F (28212.720000 sec): 3 clusters
  Score: Raw -414914.816357 + Penalty 2652.168430 = -412262.647926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28212.850000 sec): 2 clusters
  Score: Raw -1526070.317672 + Penalty 1536.260993 = -1524534.056679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28213.090000 sec): 3 clusters
  Score: Raw -1518760.927307 + Penalty 3072.521987 = -1515688.405321
  nChanged 5568
		SP:Iteration 1F (28213.290000 sec): 3 clusters
  Score: Raw -1521690.082411 + Penalty 3072.521987 = -1518617.560424
  nChanged 668
		SP:Iteration 2F (28213.540000 sec): 3 clusters
  Score: Raw -1521922.931099 + Penalty 3072.521987 = -1518850.409112
  nChanged 525
		SP:Iteration 3Q (28213.730000 sec): 3 clusters
  Score: Raw -1522100.841001 + Penalty 3072.521987 = -1519028.319014
  nChanged 474
		SP:Iteration 4Q (28213.950000 sec): 3 clusters
  Score: Raw -1522256.534325 + Penalty 3072.521987 = -1519184.012338
  nChanged 430
		SP:Iteration 5Q (28214.190000 sec): 3 clusters
  Score: Raw -1522404.934182 + Penalty 3072.521987 = -1519332.412195
  nChanged 431
		SP:Iteration 6Q (28214.430000 sec): 3 clusters
  Score: Raw -1522556.453584 + Penalty 3072.521987 = -1519483.931597
  nChanged 436
		SP:Iteration 7Q (28214.650000 sec): 3 clusters
  Score: Raw -1522744.238034 + Penalty 3072.521987 = -1519671.716048
  nChanged 531
		SP:Iteration 8Q (28214.870000 sec): 3 clusters
  Score: Raw -1523001.607517 + Penalty 3072.521987 = -1519929.085531
  nChanged 561
		SP:Iteration 9Q (28215.080000 sec): 3 clusters
  Score: Raw -1523331.707209 + Penalty 3072.521987 = -1520259.185223
  nChanged 562
		SP:Iteration 10Q (28215.300000 sec): 3 clusters
  Score: Raw -1523697.232369 + Penalty 3072.521987 = -1520624.710383
  nChanged 568
		SP:Iteration 11Q (28215.520000 sec): 3 clusters
  Score: Raw -1524122.530807 + Penalty 3072.521987 = -1521050.008820
  nChanged 532
		SP:Iteration 12Q (28215.730000 sec): 3 clusters
  Score: Raw -1524555.398835 + Penalty 3072.521987 = -1521482.876849
  nChanged 474
		SP:Iteration 13Q (28215.970000 sec): 3 clusters
  Score: Raw -1524914.204703 + Penalty 3072.521987 = -1521841.682717
  nChanged 396
		SP:Iteration 14Q (28216.220000 sec): 3 clusters
  Score: Raw -1525207.022839 + Penalty 3072.521987 = -1522134.500852
  nChanged 306
		SP:Iteration 15Q (28216.470000 sec): 3 clusters
  Score: Raw -1525411.846380 + Penalty 3072.521987 = -1522339.324394
  nChanged 220
		SP:Iteration 16Q (28216.670000 sec): 3 clusters
  Score: Raw -1525544.350807 + Penalty 3072.521987 = -1522471.828821
  nChanged 176
		SP:Iteration 17Q (28216.930000 sec): 3 clusters
  Score: Raw -1525650.496524 + Penalty 3072.521987 = -1522577.974537
  nChanged 147
		SP:Iteration 18Q (28217.150000 sec): 3 clusters
  Score: Raw -1525747.663076 + Penalty 3072.521987 = -1522675.141090
  nChanged 136
		SP:Iteration 19Q (28217.350000 sec): 3 clusters
  Score: Raw -1525849.895720 + Penalty 3072.521987 = -1522777.373733
  nChanged 124
		SP:Iteration 20F (28217.550000 sec): 3 clusters
  Score: Raw -1525930.116724 + Penalty 3072.521987 = -1522857.594738
  nChanged 90
		SP:Iteration 21Q (28217.800000 sec): 3 clusters
  Score: Raw -1525981.565256 + Penalty 3072.521987 = -1522909.043269
  nChanged 71
		SP:Iteration 22Q (28218.000000 sec): 3 clusters
  Score: Raw -1526026.526917 + Penalty 3072.521987 = -1522954.004930
  nChanged 76
		SP:Iteration 23Q (28218.220000 sec): 3 clusters
  Score: Raw -1526084.007509 + Penalty 3072.521987 = -1523011.485522
  nChanged 64
		SP:Iteration 24Q (28218.450000 sec): 3 clusters
  Score: Raw -1526147.091017 + Penalty 3072.521987 = -1523074.569030
  nChanged 54
		SP:Iteration 25Q (28218.640000 sec): 3 clusters
  Score: Raw -1526196.756271 + Penalty 3072.521987 = -1523124.234284
  nChanged 53
		SP:Iteration 26Q (28218.860000 sec): 3 clusters
  Score: Raw -1526236.183472 + Penalty 3072.521987 = -1523163.661485
  nChanged 40
		SP:Iteration 27Q (28219.070000 sec): 3 clusters
  Score: Raw -1526261.024417 + Penalty 3072.521987 = -1523188.502431
  nChanged 23
		SP:Iteration 28Q (28219.300000 sec): 3 clusters
  Score: Raw -1526271.900129 + Penalty 3072.521987 = -1523199.378143
  nChanged 30
		SP:Iteration 29Q (28219.520000 sec): 3 clusters
  Score: Raw -1526286.794636 + Penalty 3072.521987 = -1523214.272650
  nChanged 26
		SP:Iteration 30Q (28219.740000 sec): 3 clusters
  Score: Raw -1526304.871271 + Penalty 3072.521987 = -1523232.349285
  nChanged 15
		SP:Iteration 31Q (28219.960000 sec): 3 clusters
  Score: Raw -1526312.751583 + Penalty 3072.521987 = -1523240.229596
  nChanged 17
		SP:Iteration 32Q (28220.170000 sec): 3 clusters
  Score: Raw -1526320.020313 + Penalty 3072.521987 = -1523247.498327
  nChanged 9
		SP:Iteration 33Q (28220.400000 sec): 3 clusters
  Score: Raw -1526323.811787 + Penalty 3072.521987 = -1523251.289800
  nChanged 7
		SP:Iteration 34Q (28220.610000 sec): 3 clusters
  Score: Raw -1526327.094689 + Penalty 3072.521987 = -1523254.572702
  nChanged 4
		SP:Iteration 35Q (28220.820000 sec): 3 clusters
  Score: Raw -1526328.888204 + Penalty 3072.521987 = -1523256.366218
  nChanged 9
		SP:Iteration 36Q (28221.040000 sec): 3 clusters
  Score: Raw -1526333.228679 + Penalty 3072.521987 = -1523260.706693
  nChanged 7
		SP:Iteration 37Q (28221.250000 sec): 3 clusters
  Score: Raw -1526335.829851 + Penalty 3072.521987 = -1523263.307865
  nChanged 2
		SP:Iteration 38Q (28221.450000 sec): 3 clusters
  Score: Raw -1526336.535222 + Penalty 3072.521987 = -1523264.013235
  nChanged 1
		SP:Iteration 39Q (28221.660000 sec): 3 clusters
  Score: Raw -1526336.755423 + Penalty 3072.521987 = -1523264.233437
  nChanged 0
		SP:Iteration 40F (28221.890000 sec): 3 clusters
  Score: Raw -1526336.755423 + Penalty 3072.521987 = -1523264.233437
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28221.990000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28222.190000 sec): 3 clusters
  Score: Raw -146025.756953 + Penalty 2329.537985 = -143696.218968
  nChanged 418
		SP:Iteration 1F (28222.380000 sec): 3 clusters
  Score: Raw -146358.494968 + Penalty 2329.537985 = -144028.956983
  nChanged 118
		SP:Iteration 2F (28222.540000 sec): 3 clusters
  Score: Raw -146456.603195 + Penalty 2329.537985 = -144127.065211
  nChanged 52
		SP:Iteration 3Q (28222.690000 sec): 3 clusters
  Score: Raw -146507.520985 + Penalty 2329.537985 = -144177.983000
  nChanged 45
		SP:Iteration 4Q (28222.840000 sec): 3 clusters
  Score: Raw -146552.293943 + Penalty 2329.537985 = -144222.755958
  nChanged 36
		SP:Iteration 5Q (28223.040000 sec): 3 clusters
  Score: Raw -146579.439549 + Penalty 2329.537985 = -144249.901565
  nChanged 23
		SP:Iteration 6Q (28223.220000 sec): 3 clusters
  Score: Raw -146598.024414 + Penalty 2329.537985 = -144268.486429
  nChanged 19
		SP:Iteration 7Q (28223.390000 sec): 3 clusters
  Score: Raw -146614.911266 + Penalty 2329.537985 = -144285.373281
  nChanged 14
		SP:Iteration 8Q (28223.580000 sec): 3 clusters
  Score: Raw -146626.161767 + Penalty 2329.537985 = -144296.623782
  nChanged 13
		SP:Iteration 9Q (28223.750000 sec): 3 clusters
  Score: Raw -146637.870470 + Penalty 2329.537985 = -144308.332486
  nChanged 9
		SP:Iteration 10Q (28223.940000 sec): 3 clusters
  Score: Raw -146645.149288 + Penalty 2329.537985 = -144315.611303
  nChanged 10
		SP:Iteration 11Q (28224.120000 sec): 3 clusters
  Score: Raw -146653.524537 + Penalty 2329.537985 = -144323.986552
  nChanged 11
		SP:Iteration 12Q (28224.280000 sec): 3 clusters
  Score: Raw -146660.837144 + Penalty 2329.537985 = -144331.299159
  nChanged 8
		SP:Iteration 13Q (28224.460000 sec): 3 clusters
  Score: Raw -146666.203238 + Penalty 2329.537985 = -144336.665253
  nChanged 8
		SP:Iteration 14Q (28224.670000 sec): 3 clusters
  Score: Raw -146674.512472 + Penalty 2329.537985 = -144344.974488
  nChanged 14
		SP:Iteration 15Q (28224.820000 sec): 3 clusters
  Score: Raw -146686.903384 + Penalty 2329.537985 = -144357.365399
  nChanged 13
		SP:Iteration 16Q (28225.030000 sec): 3 clusters
  Score: Raw -146702.419158 + Penalty 2329.537985 = -144372.881173
  nChanged 19
		SP:Iteration 17Q (28225.180000 sec): 3 clusters
  Score: Raw -146720.264548 + Penalty 2329.537985 = -144390.726563
  nChanged 15
		SP:Iteration 18Q (28225.380000 sec): 3 clusters
  Score: Raw -146737.843712 + Penalty 2329.537985 = -144408.305727
  nChanged 18
		SP:Iteration 19Q (28225.540000 sec): 3 clusters
  Score: Raw -146763.679965 + Penalty 2329.537985 = -144434.141981
  nChanged 20
		SP:Iteration 20F (28225.740000 sec): 3 clusters
  Score: Raw -146799.414468 + Penalty 2329.537985 = -144469.876483
  nChanged 22
		SP:Iteration 21Q (28225.880000 sec): 3 clusters
  Score: Raw -146828.186125 + Penalty 2329.537985 = -144498.648140
  nChanged 24
		SP:Iteration 22Q (28226.080000 sec): 3 clusters
  Score: Raw -146858.985745 + Penalty 2329.537985 = -144529.447760
  nChanged 25
		SP:Iteration 23Q (28226.220000 sec): 3 clusters
  Score: Raw -146889.448571 + Penalty 2329.537985 = -144559.910586
  nChanged 14
		SP:Iteration 24Q (28226.410000 sec): 3 clusters
  Score: Raw -146901.086178 + Penalty 2329.537985 = -144571.548193
  nChanged 9
		SP:Iteration 25Q (28226.600000 sec): 3 clusters
  Score: Raw -146910.255988 + Penalty 2329.537985 = -144580.718003
  nChanged 7
		SP:Iteration 26Q (28226.760000 sec): 3 clusters
  Score: Raw -146917.396926 + Penalty 2329.537985 = -144587.858941
  nChanged 7
		SP:Iteration 27Q (28226.930000 sec): 3 clusters
  Score: Raw -146925.995992 + Penalty 2329.537985 = -144596.458007
  nChanged 4
		SP:Iteration 28Q (28227.100000 sec): 3 clusters
  Score: Raw -146927.709590 + Penalty 2329.537985 = -144598.171605
  nChanged 3
		SP:Iteration 29Q (28227.290000 sec): 3 clusters
  Score: Raw -146929.243711 + Penalty 2329.537985 = -144599.705726
  nChanged 2
		SP:Iteration 30Q (28227.460000 sec): 3 clusters
  Score: Raw -146932.474192 + Penalty 2329.537985 = -144602.936207
  nChanged 3
		SP:Iteration 31Q (28227.620000 sec): 3 clusters
  Score: Raw -146934.392316 + Penalty 2329.537985 = -144604.854332
  nChanged 6
		SP:Iteration 32Q (28227.790000 sec): 3 clusters
  Score: Raw -146940.150325 + Penalty 2329.537985 = -144610.612341
  nChanged 4
		SP:Iteration 33Q (28228.000000 sec): 3 clusters
  Score: Raw -146944.076359 + Penalty 2329.537985 = -144614.538374
  nChanged 6
		SP:Iteration 34Q (28228.150000 sec): 3 clusters
  Score: Raw -146950.887785 + Penalty 2329.537985 = -144621.349800
  nChanged 5
		SP:Iteration 35Q (28228.310000 sec): 3 clusters
  Score: Raw -146955.803124 + Penalty 2329.537985 = -144626.265139
  nChanged 5
		SP:Iteration 36Q (28228.500000 sec): 3 clusters
  Score: Raw -146961.910127 + Penalty 2329.537985 = -144632.372142
  nChanged 6
		SP:Iteration 37Q (28228.680000 sec): 3 clusters
  Score: Raw -146969.189708 + Penalty 2329.537985 = -144639.651724
  nChanged 11
		SP:Iteration 38Q (28228.880000 sec): 3 clusters
  Score: Raw -146979.449215 + Penalty 2329.537985 = -144649.911230
  nChanged 7
		SP:Iteration 39Q (28229.060000 sec): 3 clusters
  Score: Raw -146984.362051 + Penalty 2329.537985 = -144654.824066
  nChanged 7
		SP:Iteration 40F (28229.220000 sec): 3 clusters
  Score: Raw -146989.340426 + Penalty 2329.537985 = -144659.802441
  nChanged 2
		SP:Iteration 41Q (28229.390000 sec): 3 clusters
  Score: Raw -146990.987635 + Penalty 2329.537985 = -144661.449650
  nChanged 3
		SP:Iteration 42Q (28229.580000 sec): 3 clusters
  Score: Raw -146992.898379 + Penalty 2329.537985 = -144663.360394
  nChanged 2
		SP:Iteration 43Q (28229.760000 sec): 3 clusters
  Score: Raw -146995.146933 + Penalty 2329.537985 = -144665.608948
  nChanged 1
		SP:Iteration 44Q (28229.940000 sec): 3 clusters
  Score: Raw -146996.275570 + Penalty 2329.537985 = -144666.737585
  nChanged 0
		SP:Iteration 45F (28230.140000 sec): 3 clusters
  Score: Raw -146996.275570 + Penalty 2329.537985 = -144666.737585
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28230.220000 sec): 2 clusters
  Score: Raw -453719.399202 + Penalty 1342.161957 = -452377.237246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28230.450000 sec): 3 clusters
  Score: Raw -451787.096023 + Penalty 2684.323913 = -449102.772109
  nChanged 1533
		SP:Iteration 1F (28230.660000 sec): 3 clusters
  Score: Raw -452618.747284 + Penalty 2684.323913 = -449934.423370
  nChanged 272
		SP:Iteration 2F (28230.820000 sec): 3 clusters
  Score: Raw -452788.056444 + Penalty 2684.323913 = -450103.732531
  nChanged 202
		SP:Iteration 3F (28231.000000 sec): 3 clusters
  Score: Raw -452905.542577 + Penalty 2684.323913 = -450221.218664
  nChanged 166
		SP:Iteration 4Q (28231.170000 sec): 3 clusters
  Score: Raw -452993.869112 + Penalty 2684.323913 = -450309.545198
  nChanged 151
		SP:Iteration 5Q (28231.390000 sec): 3 clusters
  Score: Raw -453083.500990 + Penalty 2684.323913 = -450399.177076
  nChanged 138
		SP:Iteration 6Q (28231.590000 sec): 3 clusters
  Score: Raw -453174.866132 + Penalty 2684.323913 = -450490.542219
  nChanged 126
		SP:Iteration 7Q (28231.770000 sec): 3 clusters
  Score: Raw -453261.201915 + Penalty 2684.323913 = -450576.878002
  nChanged 135
		SP:Iteration 8Q (28231.930000 sec): 3 clusters
  Score: Raw -453374.312453 + Penalty 2684.323913 = -450689.988539
  nChanged 151
		SP:Iteration 9Q (28232.110000 sec): 3 clusters
  Score: Raw -453511.285171 + Penalty 2684.323913 = -450826.961257
  nChanged 170
		SP:Iteration 10Q (28232.300000 sec): 3 clusters
  Score: Raw -453702.837989 + Penalty 2684.323913 = -451018.514075
  nChanged 168
		SP:Iteration 11Q (28232.520000 sec): 3 clusters
  Score: Raw -453902.055819 + Penalty 2684.323913 = -451217.731906
  nChanged 166
		SP:Iteration 12Q (28232.680000 sec): 3 clusters
  Score: Raw -454106.775443 + Penalty 2684.323913 = -451422.451529
  nChanged 149
		SP:Iteration 13Q (28232.850000 sec): 3 clusters
  Score: Raw -454252.432357 + Penalty 2684.323913 = -451568.108444
  nChanged 117
		SP:Iteration 14Q (28233.030000 sec): 3 clusters
  Score: Raw -454380.341232 + Penalty 2684.323913 = -451696.017319
  nChanged 94
		SP:Iteration 15Q (28233.210000 sec): 3 clusters
  Score: Raw -454462.811553 + Penalty 2684.323913 = -451778.487639
  nChanged 64
		SP:Iteration 16Q (28233.410000 sec): 3 clusters
  Score: Raw -454511.157253 + Penalty 2684.323913 = -451826.833340
  nChanged 49
		SP:Iteration 17Q (28233.570000 sec): 3 clusters
  Score: Raw -454546.307113 + Penalty 2684.323913 = -451861.983199
  nChanged 40
		SP:Iteration 18Q (28233.770000 sec): 3 clusters
  Score: Raw -454571.438821 + Penalty 2684.323913 = -451887.114907
  nChanged 28
		SP:Iteration 19Q (28233.970000 sec): 3 clusters
  Score: Raw -454584.753469 + Penalty 2684.323913 = -451900.429556
  nChanged 18
		SP:Iteration 20F (28234.190000 sec): 3 clusters
  Score: Raw -454590.148203 + Penalty 2684.323913 = -451905.824289
  nChanged 9
		SP:Iteration 21Q (28234.360000 sec): 3 clusters
  Score: Raw -454592.220446 + Penalty 2684.323913 = -451907.896532
  nChanged 3
		SP:Iteration 22Q (28234.570000 sec): 3 clusters
  Score: Raw -454593.020364 + Penalty 2684.323913 = -451908.696450
  nChanged 3
		SP:Iteration 23Q (28234.740000 sec): 3 clusters
  Score: Raw -454593.699274 + Penalty 2684.323913 = -451909.375360
  nChanged 2
		SP:Iteration 24Q (28234.940000 sec): 3 clusters
  Score: Raw -454594.608799 + Penalty 2684.323913 = -451910.284885
  nChanged 4
		SP:Iteration 25Q (28235.120000 sec): 3 clusters
  Score: Raw -454595.797605 + Penalty 2684.323913 = -451911.473692
  nChanged 2
		SP:Iteration 26Q (28235.310000 sec): 3 clusters
  Score: Raw -454596.306973 + Penalty 2684.323913 = -451911.983060
  nChanged 0
		SP:Iteration 27F (28235.480000 sec): 3 clusters
  Score: Raw -454596.306973 + Penalty 2684.323913 = -451911.983060
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (4677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28235.600000 sec): 2 clusters
  Score: Raw -555683.794282 + Penalty 1373.191976 = -554310.602306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28235.790000 sec): 3 clusters
  Score: Raw -553325.361067 + Penalty 2746.383951 = -550578.977116
  nChanged 1866
		SP:Iteration 1F (28235.990000 sec): 3 clusters
  Score: Raw -554446.520128 + Penalty 2746.383951 = -551700.136177
  nChanged 368
		SP:Iteration 2F (28236.160000 sec): 3 clusters
  Score: Raw -554681.291321 + Penalty 2746.383951 = -551934.907370
  nChanged 280
		SP:Iteration 3F (28236.350000 sec): 3 clusters
  Score: Raw -554894.561663 + Penalty 2746.383951 = -552148.177712
  nChanged 278
		SP:Iteration 4F (28236.530000 sec): 3 clusters
  Score: Raw -555111.946397 + Penalty 2746.383951 = -552365.562445
  nChanged 269
		SP:Iteration 5F (28236.700000 sec): 3 clusters
  Score: Raw -555316.745489 + Penalty 2746.383951 = -552570.361537
  nChanged 232
		SP:Iteration 6Q (28236.900000 sec): 3 clusters
  Score: Raw -555524.015152 + Penalty 2746.383951 = -552777.631200
  nChanged 227
		SP:Iteration 7Q (28237.100000 sec): 3 clusters
  Score: Raw -555750.109145 + Penalty 2746.383951 = -553003.725194
  nChanged 211
		SP:Iteration 8Q (28237.320000 sec): 3 clusters
  Score: Raw -555957.856278 + Penalty 2746.383951 = -553211.472327
  nChanged 191
		SP:Iteration 9Q (28237.460000 sec): 3 clusters
  Score: Raw -556222.638448 + Penalty 2746.383951 = -553476.254497
  nChanged 186
		SP:Iteration 10Q (28237.680000 sec): 3 clusters
  Score: Raw -556458.336328 + Penalty 2746.383951 = -553711.952377
  nChanged 166
		SP:Iteration 11Q (28237.860000 sec): 3 clusters
  Score: Raw -556660.876317 + Penalty 2746.383951 = -553914.492365
  nChanged 132
		SP:Iteration 12Q (28238.040000 sec): 3 clusters
  Score: Raw -556797.235693 + Penalty 2746.383951 = -554050.851742
  nChanged 82
		SP:Iteration 13Q (28238.240000 sec): 3 clusters
  Score: Raw -556875.262923 + Penalty 2746.383951 = -554128.878972
  nChanged 54
		SP:Iteration 14Q (28238.440000 sec): 3 clusters
  Score: Raw -556915.462370 + Penalty 2746.383951 = -554169.078419
  nChanged 42
		SP:Iteration 15Q (28238.640000 sec): 3 clusters
  Score: Raw -556939.373853 + Penalty 2746.383951 = -554192.989902
  nChanged 26
		SP:Iteration 16Q (28238.850000 sec): 3 clusters
  Score: Raw -556951.667773 + Penalty 2746.383951 = -554205.283822
  nChanged 10
		SP:Iteration 17Q (28239.010000 sec): 3 clusters
  Score: Raw -556956.303269 + Penalty 2746.383951 = -554209.919317
  nChanged 6
		SP:Iteration 18Q (28239.180000 sec): 3 clusters
  Score: Raw -556958.476073 + Penalty 2746.383951 = -554212.092122
  nChanged 0
		SP:Iteration 19F (28239.370000 sec): 3 clusters
  Score: Raw -556958.476073 + Penalty 2746.383951 = -554212.092122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28239.470000 sec): 2 clusters
  Score: Raw -526800.119576 + Penalty 1378.758875 = -525421.360701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28239.680000 sec): 3 clusters
  Score: Raw -524312.079149 + Penalty 2757.517750 = -521554.561399
  nChanged 1952
		SP:Iteration 1F (28239.850000 sec): 3 clusters
  Score: Raw -525600.795345 + Penalty 2757.517750 = -522843.277595
  nChanged 482
		SP:Iteration 2F (28240.050000 sec): 3 clusters
  Score: Raw -525986.798386 + Penalty 2757.517750 = -523229.280636
  nChanged 381
		SP:Iteration 3F (28240.220000 sec): 3 clusters
  Score: Raw -526304.884136 + Penalty 2757.517750 = -523547.366386
  nChanged 308
		SP:Iteration 4F (28240.390000 sec): 3 clusters
  Score: Raw -526548.358920 + Penalty 2757.517750 = -523790.841170
  nChanged 249
		SP:Iteration 5F (28240.540000 sec): 3 clusters
  Score: Raw -526728.608822 + Penalty 2757.517750 = -523971.091072
  nChanged 188
		SP:Iteration 6Q (28240.730000 sec): 3 clusters
  Score: Raw -526834.298665 + Penalty 2757.517750 = -524076.780915
  nChanged 143
		SP:Iteration 7Q (28240.920000 sec): 3 clusters
  Score: Raw -526904.543816 + Penalty 2757.517750 = -524147.026066
  nChanged 118
		SP:Iteration 8Q (28241.120000 sec): 3 clusters
  Score: Raw -526962.819716 + Penalty 2757.517750 = -524205.301966
  nChanged 83
		SP:Iteration 9Q (28241.290000 sec): 3 clusters
  Score: Raw -527009.007678 + Penalty 2757.517750 = -524251.489928
  nChanged 63
		SP:Iteration 10Q (28241.490000 sec): 3 clusters
  Score: Raw -527043.616446 + Penalty 2757.517750 = -524286.098696
  nChanged 52
		SP:Iteration 11Q (28241.670000 sec): 3 clusters
  Score: Raw -527066.321435 + Penalty 2757.517750 = -524308.803685
  nChanged 48
		SP:Iteration 12Q (28241.840000 sec): 3 clusters
  Score: Raw -527086.991296 + Penalty 2757.517750 = -524329.473547
  nChanged 44
		SP:Iteration 13Q (28242.060000 sec): 3 clusters
  Score: Raw -527104.328908 + Penalty 2757.517750 = -524346.811158
  nChanged 32
		SP:Iteration 14Q (28242.230000 sec): 3 clusters
  Score: Raw -527115.172253 + Penalty 2757.517750 = -524357.654503
  nChanged 21
		SP:Iteration 15Q (28242.420000 sec): 3 clusters
  Score: Raw -527125.085316 + Penalty 2757.517750 = -524367.567566
  nChanged 27
		SP:Iteration 16Q (28242.620000 sec): 3 clusters
  Score: Raw -527133.888269 + Penalty 2757.517750 = -524376.370519
  nChanged 25
		SP:Iteration 17Q (28242.810000 sec): 3 clusters
  Score: Raw -527141.306479 + Penalty 2757.517750 = -524383.788729
  nChanged 27
		SP:Iteration 18Q (28243.010000 sec): 3 clusters
  Score: Raw -527148.080598 + Penalty 2757.517750 = -524390.562849
  nChanged 13
		SP:Iteration 19Q (28243.240000 sec): 3 clusters
  Score: Raw -527152.318191 + Penalty 2757.517750 = -524394.800441
  nChanged 17
		SP:Iteration 20F (28243.390000 sec): 3 clusters
  Score: Raw -527157.434295 + Penalty 2757.517750 = -524399.916545
  nChanged 11
		SP:Iteration 21Q (28243.590000 sec): 3 clusters
  Score: Raw -527162.312246 + Penalty 2757.517750 = -524404.794496
  nChanged 13
		SP:Iteration 22Q (28243.770000 sec): 3 clusters
  Score: Raw -527165.314678 + Penalty 2757.517750 = -524407.796928
  nChanged 10
		SP:Iteration 23Q (28243.950000 sec): 3 clusters
  Score: Raw -527167.320657 + Penalty 2757.517750 = -524409.802908
  nChanged 6
		SP:Iteration 24Q (28244.130000 sec): 3 clusters
  Score: Raw -527168.402530 + Penalty 2757.517750 = -524410.884780
  nChanged 3
		SP:Iteration 25Q (28244.330000 sec): 3 clusters
  Score: Raw -527169.036504 + Penalty 2757.517750 = -524411.518754
  nChanged 3
		SP:Iteration 26Q (28244.530000 sec): 3 clusters
  Score: Raw -527170.240610 + Penalty 2757.517750 = -524412.722860
  nChanged 3
		SP:Iteration 27Q (28244.700000 sec): 3 clusters
  Score: Raw -527171.090073 + Penalty 2757.517750 = -524413.572323
  nChanged 2
		SP:Iteration 28Q (28244.890000 sec): 3 clusters
  Score: Raw -527171.476261 + Penalty 2757.517750 = -524413.958511
  nChanged 1
		SP:Iteration 29Q (28245.070000 sec): 3 clusters
  Score: Raw -527171.594534 + Penalty 2757.517750 = -524414.076784
  nChanged 0
		SP:Iteration 30F (28245.260000 sec): 3 clusters
  Score: Raw -527171.594534 + Penalty 2757.517750 = -524414.076784
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28245.400000 sec): 2 clusters
  Score: Raw -610154.595366 + Penalty 1389.477045 = -608765.118321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28245.600000 sec): 3 clusters
  Score: Raw -607469.536739 + Penalty 2778.954089 = -604690.582649
  nChanged 2071
		SP:Iteration 1F (28245.800000 sec): 3 clusters
  Score: Raw -608546.991721 + Penalty 2778.954089 = -605768.037632
  nChanged 417
		SP:Iteration 2F (28245.990000 sec): 3 clusters
  Score: Raw -608803.606245 + Penalty 2778.954089 = -606024.652156
  nChanged 348
		SP:Iteration 3F (28246.180000 sec): 3 clusters
  Score: Raw -609057.997307 + Penalty 2778.954089 = -606279.043217
  nChanged 335
		SP:Iteration 4F (28246.370000 sec): 3 clusters
  Score: Raw -609334.085901 + Penalty 2778.954089 = -606555.131811
  nChanged 329
		SP:Iteration 5F (28246.550000 sec): 3 clusters
  Score: Raw -609624.429581 + Penalty 2778.954089 = -606845.475491
  nChanged 310
		SP:Iteration 6F (28246.700000 sec): 3 clusters
  Score: Raw -609879.379588 + Penalty 2778.954089 = -607100.425499
  nChanged 231
		SP:Iteration 7Q (28246.900000 sec): 3 clusters
  Score: Raw -610067.135346 + Penalty 2778.954089 = -607288.181256
  nChanged 181
		SP:Iteration 8Q (28247.110000 sec): 3 clusters
  Score: Raw -610194.738012 + Penalty 2778.954089 = -607415.783922
  nChanged 110
		SP:Iteration 9Q (28247.310000 sec): 3 clusters
  Score: Raw -610267.282054 + Penalty 2778.954089 = -607488.327965
  nChanged 74
		SP:Iteration 10Q (28247.510000 sec): 3 clusters
  Score: Raw -610306.279300 + Penalty 2778.954089 = -607527.325211
  nChanged 54
		SP:Iteration 11Q (28247.680000 sec): 3 clusters
  Score: Raw -610337.800156 + Penalty 2778.954089 = -607558.846067
  nChanged 37
		SP:Iteration 12Q (28247.870000 sec): 3 clusters
  Score: Raw -610354.750775 + Penalty 2778.954089 = -607575.796686
  nChanged 24
		SP:Iteration 13Q (28248.090000 sec): 3 clusters
  Score: Raw -610367.161761 + Penalty 2778.954089 = -607588.207672
  nChanged 23
		SP:Iteration 14Q (28248.270000 sec): 3 clusters
  Score: Raw -610378.770814 + Penalty 2778.954089 = -607599.816725
  nChanged 17
		SP:Iteration 15Q (28248.480000 sec): 3 clusters
  Score: Raw -610388.197721 + Penalty 2778.954089 = -607609.243631
  nChanged 17
		SP:Iteration 16Q (28248.660000 sec): 3 clusters
  Score: Raw -610396.621250 + Penalty 2778.954089 = -607617.667161
  nChanged 22
		SP:Iteration 17Q (28248.820000 sec): 3 clusters
  Score: Raw -610405.860246 + Penalty 2778.954089 = -607626.906156
  nChanged 12
		SP:Iteration 18Q (28248.990000 sec): 3 clusters
  Score: Raw -610414.559879 + Penalty 2778.954089 = -607635.605790
  nChanged 11
		SP:Iteration 19Q (28249.170000 sec): 3 clusters
  Score: Raw -610420.138026 + Penalty 2778.954089 = -607641.183937
  nChanged 9
		SP:Iteration 20F (28249.310000 sec): 3 clusters
  Score: Raw -610423.803731 + Penalty 2778.954089 = -607644.849642
  nChanged 5
		SP:Iteration 21Q (28249.500000 sec): 3 clusters
  Score: Raw -610426.047816 + Penalty 2778.954089 = -607647.093726
  nChanged 7
		SP:Iteration 22Q (28249.730000 sec): 3 clusters
  Score: Raw -610429.093547 + Penalty 2778.954089 = -607650.139457
  nChanged 8
		SP:Iteration 23Q (28249.910000 sec): 3 clusters
  Score: Raw -610433.643194 + Penalty 2778.954089 = -607654.689104
  nChanged 3
		SP:Iteration 24Q (28250.090000 sec): 3 clusters
  Score: Raw -610435.513368 + Penalty 2778.954089 = -607656.559279
  nChanged 7
		SP:Iteration 25Q (28250.320000 sec): 3 clusters
  Score: Raw -610438.416443 + Penalty 2778.954089 = -607659.462354
  nChanged 5
		SP:Iteration 26Q (28250.490000 sec): 3 clusters
  Score: Raw -610440.608920 + Penalty 2778.954089 = -607661.654831
  nChanged 3
		SP:Iteration 27Q (28250.670000 sec): 3 clusters
  Score: Raw -610441.440078 + Penalty 2778.954089 = -607662.485988
  nChanged 2
		SP:Iteration 28Q (28250.840000 sec): 3 clusters
  Score: Raw -610442.124835 + Penalty 2778.954089 = -607663.170745
  nChanged 2
		SP:Iteration 29Q (28251.030000 sec): 3 clusters
  Score: Raw -610442.647018 + Penalty 2778.954089 = -607663.692928
  nChanged 1
		SP:Iteration 30Q (28251.230000 sec): 3 clusters
  Score: Raw -610443.006922 + Penalty 2778.954089 = -607664.052833
  nChanged 1
		SP:Iteration 31Q (28251.450000 sec): 3 clusters
  Score: Raw -610443.462413 + Penalty 2778.954089 = -607664.508324
  nChanged 1
		SP:Iteration 32Q (28251.630000 sec): 3 clusters
  Score: Raw -610443.905184 + Penalty 2778.954089 = -607664.951094
  nChanged 1
		SP:Iteration 33Q (28251.790000 sec): 3 clusters
  Score: Raw -610444.057461 + Penalty 2778.954089 = -607665.103372
  nChanged 0
		SP:Iteration 34F (28252.010000 sec): 3 clusters
  Score: Raw -610444.057461 + Penalty 2778.954089 = -607665.103372
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28252.130000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28252.300000 sec): 3 clusters
  Score: Raw -127514.874695 + Penalty 2271.234284 = -125243.640411
  nChanged 303
		SP:Iteration 1F (28252.450000 sec): 3 clusters
  Score: Raw -127774.164554 + Penalty 2271.234284 = -125502.930270
  nChanged 82
		SP:Iteration 2F (28252.600000 sec): 3 clusters
  Score: Raw -127855.360716 + Penalty 2271.234284 = -125584.126432
  nChanged 51
		SP:Iteration 3Q (28252.760000 sec): 3 clusters
  Score: Raw -127915.980422 + Penalty 2271.234284 = -125644.746138
  nChanged 33
		SP:Iteration 4Q (28252.910000 sec): 3 clusters
  Score: Raw -127950.245578 + Penalty 2271.234284 = -125679.011294
  nChanged 22
		SP:Iteration 5Q (28253.080000 sec): 3 clusters
  Score: Raw -127970.000021 + Penalty 2271.234284 = -125698.765737
  nChanged 18
		SP:Iteration 6Q (28253.260000 sec): 3 clusters
  Score: Raw -127990.792558 + Penalty 2271.234284 = -125719.558274
  nChanged 17
		SP:Iteration 7Q (28253.400000 sec): 3 clusters
  Score: Raw -128004.526775 + Penalty 2271.234284 = -125733.292491
  nChanged 12
		SP:Iteration 8Q (28253.580000 sec): 3 clusters
  Score: Raw -128015.420630 + Penalty 2271.234284 = -125744.186346
  nChanged 16
		SP:Iteration 9Q (28253.760000 sec): 3 clusters
  Score: Raw -128031.373077 + Penalty 2271.234284 = -125760.138793
  nChanged 16
		SP:Iteration 10Q (28253.990000 sec): 3 clusters
  Score: Raw -128048.257147 + Penalty 2271.234284 = -125777.022862
  nChanged 18
		SP:Iteration 11Q (28254.150000 sec): 3 clusters
  Score: Raw -128066.486536 + Penalty 2271.234284 = -125795.252252
  nChanged 19
		SP:Iteration 12Q (28254.330000 sec): 3 clusters
  Score: Raw -128084.569801 + Penalty 2271.234284 = -125813.335517
  nChanged 17
		SP:Iteration 13Q (28254.480000 sec): 3 clusters
  Score: Raw -128098.517440 + Penalty 2271.234284 = -125827.283156
  nChanged 12
		SP:Iteration 14Q (28254.670000 sec): 3 clusters
  Score: Raw -128111.309919 + Penalty 2271.234284 = -125840.075634
  nChanged 7
		SP:Iteration 15Q (28254.860000 sec): 3 clusters
  Score: Raw -128117.443318 + Penalty 2271.234284 = -125846.209034
  nChanged 3
		SP:Iteration 16Q (28255.010000 sec): 3 clusters
  Score: Raw -128119.202171 + Penalty 2271.234284 = -125847.967887
  nChanged 2
		SP:Iteration 17Q (28255.190000 sec): 3 clusters
  Score: Raw -128120.552251 + Penalty 2271.234284 = -125849.317967
  nChanged 3
		SP:Iteration 18Q (28255.360000 sec): 3 clusters
  Score: Raw -128122.586908 + Penalty 2271.234284 = -125851.352624
  nChanged 1
		SP:Iteration 19Q (28255.570000 sec): 3 clusters
  Score: Raw -128123.007335 + Penalty 2271.234284 = -125851.773051
  nChanged 3
		SP:Iteration 20F (28255.730000 sec): 3 clusters
  Score: Raw -128124.510074 + Penalty 2271.234284 = -125853.275790
  nChanged 2
		SP:Iteration 21Q (28255.910000 sec): 3 clusters
  Score: Raw -128126.899659 + Penalty 2271.234284 = -125855.665375
  nChanged 2
		SP:Iteration 22Q (28256.110000 sec): 3 clusters
  Score: Raw -128127.576833 + Penalty 2271.234284 = -125856.342549
  nChanged 1
		SP:Iteration 23Q (28256.250000 sec): 3 clusters
  Score: Raw -128128.241216 + Penalty 2271.234284 = -125857.006932
  nChanged 0
		SP:Iteration 24F (28256.460000 sec): 3 clusters
  Score: Raw -128128.241216 + Penalty 2271.234284 = -125857.006932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28256.550000 sec): 2 clusters
  Score: Raw -874229.002602 + Penalty 1447.354981 = -872781.647621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28256.770000 sec): 3 clusters
  Score: Raw -870193.703969 + Penalty 2894.709962 = -867298.994007
  nChanged 3121
		SP:Iteration 1F (28256.980000 sec): 3 clusters
  Score: Raw -871836.648530 + Penalty 2894.709962 = -868941.938568
  nChanged 484
		SP:Iteration 2F (28257.160000 sec): 3 clusters
  Score: Raw -872105.032826 + Penalty 2894.709962 = -869210.322864
  nChanged 422
		SP:Iteration 3F (28257.360000 sec): 3 clusters
  Score: Raw -872309.283240 + Penalty 2894.709962 = -869414.573278
  nChanged 346
		SP:Iteration 4Q (28257.590000 sec): 3 clusters
  Score: Raw -872488.677430 + Penalty 2894.709962 = -869593.967468
  nChanged 323
		SP:Iteration 5Q (28257.780000 sec): 3 clusters
  Score: Raw -872655.206983 + Penalty 2894.709962 = -869760.497021
  nChanged 312
		SP:Iteration 6Q (28257.990000 sec): 3 clusters
  Score: Raw -872808.926683 + Penalty 2894.709962 = -869914.216721
  nChanged 272
		SP:Iteration 7Q (28258.220000 sec): 3 clusters
  Score: Raw -872966.557447 + Penalty 2894.709962 = -870071.847485
  nChanged 277
		SP:Iteration 8Q (28258.450000 sec): 3 clusters
  Score: Raw -873134.445503 + Penalty 2894.709962 = -870239.735541
  nChanged 281
		SP:Iteration 9Q (28258.650000 sec): 3 clusters
  Score: Raw -873287.472370 + Penalty 2894.709962 = -870392.762408
  nChanged 273
		SP:Iteration 10Q (28258.870000 sec): 3 clusters
  Score: Raw -873421.533579 + Penalty 2894.709962 = -870526.823617
  nChanged 244
		SP:Iteration 11Q (28259.060000 sec): 3 clusters
  Score: Raw -873539.831821 + Penalty 2894.709962 = -870645.121858
  nChanged 188
		SP:Iteration 12Q (28259.290000 sec): 3 clusters
  Score: Raw -873634.292156 + Penalty 2894.709962 = -870739.582194
  nChanged 178
		SP:Iteration 13Q (28259.500000 sec): 3 clusters
  Score: Raw -873719.905573 + Penalty 2894.709962 = -870825.195611
  nChanged 153
		SP:Iteration 14Q (28259.690000 sec): 3 clusters
  Score: Raw -873790.760510 + Penalty 2894.709962 = -870896.050548
  nChanged 111
		SP:Iteration 15Q (28259.920000 sec): 3 clusters
  Score: Raw -873830.930103 + Penalty 2894.709962 = -870936.220141
  nChanged 97
		SP:Iteration 16Q (28260.140000 sec): 3 clusters
  Score: Raw -873866.082998 + Penalty 2894.709962 = -870971.373036
  nChanged 66
		SP:Iteration 17Q (28260.320000 sec): 3 clusters
  Score: Raw -873888.168439 + Penalty 2894.709962 = -870993.458477
  nChanged 60
		SP:Iteration 18Q (28260.520000 sec): 3 clusters
  Score: Raw -873911.679239 + Penalty 2894.709962 = -871016.969277
  nChanged 58
		SP:Iteration 19Q (28260.720000 sec): 3 clusters
  Score: Raw -873934.789979 + Penalty 2894.709962 = -871040.080016
  nChanged 62
		SP:Iteration 20F (28260.930000 sec): 3 clusters
  Score: Raw -873957.893868 + Penalty 2894.709962 = -871063.183906
  nChanged 65
		SP:Iteration 21Q (28261.130000 sec): 3 clusters
  Score: Raw -873976.788732 + Penalty 2894.709962 = -871082.078770
  nChanged 49
		SP:Iteration 22Q (28261.290000 sec): 3 clusters
  Score: Raw -873990.318951 + Penalty 2894.709962 = -871095.608989
  nChanged 48
		SP:Iteration 23Q (28261.490000 sec): 3 clusters
  Score: Raw -874004.133119 + Penalty 2894.709962 = -871109.423157
  nChanged 44
		SP:Iteration 24Q (28261.680000 sec): 3 clusters
  Score: Raw -874019.812374 + Penalty 2894.709962 = -871125.102412
  nChanged 51
		SP:Iteration 25Q (28261.870000 sec): 3 clusters
  Score: Raw -874040.063671 + Penalty 2894.709962 = -871145.353709
  nChanged 60
		SP:Iteration 26Q (28262.070000 sec): 3 clusters
  Score: Raw -874060.890516 + Penalty 2894.709962 = -871166.180554
  nChanged 64
		SP:Iteration 27Q (28262.280000 sec): 3 clusters
  Score: Raw -874083.057820 + Penalty 2894.709962 = -871188.347858
  nChanged 53
		SP:Iteration 28Q (28262.470000 sec): 3 clusters
  Score: Raw -874102.168944 + Penalty 2894.709962 = -871207.458982
  nChanged 52
		SP:Iteration 29Q (28262.700000 sec): 3 clusters
  Score: Raw -874119.406637 + Penalty 2894.709962 = -871224.696674
  nChanged 40
		SP:Iteration 30Q (28262.930000 sec): 3 clusters
  Score: Raw -874131.251588 + Penalty 2894.709962 = -871236.541626
  nChanged 42
		SP:Iteration 31Q (28263.090000 sec): 3 clusters
  Score: Raw -874142.295103 + Penalty 2894.709962 = -871247.585141
  nChanged 28
		SP:Iteration 32Q (28263.290000 sec): 3 clusters
  Score: Raw -874147.283579 + Penalty 2894.709962 = -871252.573617
  nChanged 17
		SP:Iteration 33Q (28263.490000 sec): 3 clusters
  Score: Raw -874149.840575 + Penalty 2894.709962 = -871255.130613
  nChanged 12
		SP:Iteration 34Q (28263.720000 sec): 3 clusters
  Score: Raw -874151.634847 + Penalty 2894.709962 = -871256.924885
  nChanged 14
		SP:Iteration 35Q (28263.910000 sec): 3 clusters
  Score: Raw -874153.260572 + Penalty 2894.709962 = -871258.550610
  nChanged 10
		SP:Iteration 36Q (28264.140000 sec): 3 clusters
  Score: Raw -874155.129358 + Penalty 2894.709962 = -871260.419396
  nChanged 9
		SP:Iteration 37Q (28264.320000 sec): 3 clusters
  Score: Raw -874157.240235 + Penalty 2894.709962 = -871262.530273
  nChanged 11
		SP:Iteration 38Q (28264.530000 sec): 3 clusters
  Score: Raw -874159.378260 + Penalty 2894.709962 = -871264.668297
  nChanged 11
		SP:Iteration 39Q (28264.710000 sec): 3 clusters
  Score: Raw -874161.820045 + Penalty 2894.709962 = -871267.110082
  nChanged 11
		SP:Iteration 40F (28264.930000 sec): 3 clusters
  Score: Raw -874163.916959 + Penalty 2894.709962 = -871269.206997
  nChanged 11
		SP:Iteration 41Q (28265.090000 sec): 3 clusters
  Score: Raw -874165.678001 + Penalty 2894.709962 = -871270.968039
  nChanged 5
		SP:Iteration 42Q (28265.250000 sec): 3 clusters
  Score: Raw -874166.090708 + Penalty 2894.709962 = -871271.380746
  nChanged 2
		SP:Iteration 43Q (28265.440000 sec): 3 clusters
  Score: Raw -874166.470990 + Penalty 2894.709962 = -871271.761028
  nChanged 3
		SP:Iteration 44Q (28265.650000 sec): 3 clusters
  Score: Raw -874167.076544 + Penalty 2894.709962 = -871272.366582
  nChanged 4
		SP:Iteration 45Q (28265.860000 sec): 3 clusters
  Score: Raw -874168.206736 + Penalty 2894.709962 = -871273.496774
  nChanged 9
		SP:Iteration 46Q (28266.070000 sec): 3 clusters
  Score: Raw -874170.110952 + Penalty 2894.709962 = -871275.400990
  nChanged 8
		SP:Iteration 47Q (28266.260000 sec): 3 clusters
  Score: Raw -874171.465973 + Penalty 2894.709962 = -871276.756010
  nChanged 9
		SP:Iteration 48Q (28266.480000 sec): 3 clusters
  Score: Raw -874173.276942 + Penalty 2894.709962 = -871278.566980
  nChanged 10
		SP:Iteration 49Q (28266.650000 sec): 3 clusters
  Score: Raw -874176.304507 + Penalty 2894.709962 = -871281.594545
  nChanged 13
		SP:Iteration 50Q (28266.880000 sec): 3 clusters
  Score: Raw -874178.928317 + Penalty 2894.709962 = -871284.218355
  nChanged 15
		SP:Iteration 51Q (28267.080000 sec): 3 clusters
  Score: Raw -874182.364437 + Penalty 2894.709962 = -871287.654475
  nChanged 15
		SP:Iteration 52Q (28267.270000 sec): 3 clusters
  Score: Raw -874186.344029 + Penalty 2894.709962 = -871291.634067
  nChanged 17
		SP:Iteration 53Q (28267.510000 sec): 3 clusters
  Score: Raw -874189.557458 + Penalty 2894.709962 = -871294.847495
  nChanged 9
		SP:Iteration 54Q (28267.740000 sec): 3 clusters
  Score: Raw -874191.068361 + Penalty 2894.709962 = -871296.358399
  nChanged 14
		SP:Iteration 55Q (28267.950000 sec): 3 clusters
  Score: Raw -874193.459805 + Penalty 2894.709962 = -871298.749843
  nChanged 9
		SP:Iteration 56Q (28268.140000 sec): 3 clusters
  Score: Raw -874194.676907 + Penalty 2894.709962 = -871299.966945
  nChanged 7
		SP:Iteration 57Q (28268.370000 sec): 3 clusters
  Score: Raw -874195.457052 + Penalty 2894.709962 = -871300.747090
  nChanged 11
		SP:Iteration 58Q (28268.580000 sec): 3 clusters
  Score: Raw -874197.375563 + Penalty 2894.709962 = -871302.665601
  nChanged 12
		SP:Iteration 59Q (28268.790000 sec): 3 clusters
  Score: Raw -874199.425205 + Penalty 2894.709962 = -871304.715242
  nChanged 5
		SP:Iteration 60F (28268.950000 sec): 3 clusters
  Score: Raw -874200.508320 + Penalty 2894.709962 = -871305.798358
  nChanged 4
		SP:Iteration 61Q (28269.150000 sec): 3 clusters
  Score: Raw -874201.280091 + Penalty 2894.709962 = -871306.570128
  nChanged 3
		SP:Iteration 62Q (28269.370000 sec): 3 clusters
  Score: Raw -874201.637873 + Penalty 2894.709962 = -871306.927911
  nChanged 0
		SP:Iteration 63F (28269.570000 sec): 3 clusters
  Score: Raw -874201.637873 + Penalty 2894.709962 = -871306.927911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28269.650000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28269.840000 sec): 3 clusters
  Score: Raw -119335.568843 + Penalty 2263.957861 = -117071.610983
  nChanged 282
		SP:Iteration 1F (28270.030000 sec): 3 clusters
  Score: Raw -119598.826764 + Penalty 2263.957861 = -117334.868903
  nChanged 78
		SP:Iteration 2F (28270.210000 sec): 3 clusters
  Score: Raw -119710.637811 + Penalty 2263.957861 = -117446.679950
  nChanged 68
		SP:Iteration 3F (28270.400000 sec): 3 clusters
  Score: Raw -119799.494715 + Penalty 2263.957861 = -117535.536854
  nChanged 49
		SP:Iteration 4Q (28270.580000 sec): 3 clusters
  Score: Raw -119873.713964 + Penalty 2263.957861 = -117609.756103
  nChanged 34
		SP:Iteration 5Q (28270.760000 sec): 3 clusters
  Score: Raw -119954.317999 + Penalty 2263.957861 = -117690.360138
  nChanged 40
		SP:Iteration 6Q (28270.890000 sec): 3 clusters
  Score: Raw -120083.926095 + Penalty 2263.957861 = -117819.968234
  nChanged 50
		SP:Iteration 7Q (28271.070000 sec): 3 clusters
  Score: Raw -120186.339667 + Penalty 2263.957861 = -117922.381806
  nChanged 43
		SP:Iteration 8Q (28271.270000 sec): 3 clusters
  Score: Raw -120258.124034 + Penalty 2263.957861 = -117994.166173
  nChanged 37
		SP:Iteration 9Q (28271.430000 sec): 3 clusters
  Score: Raw -120312.763281 + Penalty 2263.957861 = -118048.805420
  nChanged 23
		SP:Iteration 10Q (28271.630000 sec): 3 clusters
  Score: Raw -120343.950087 + Penalty 2263.957861 = -118079.992226
  nChanged 11
		SP:Iteration 11Q (28271.810000 sec): 3 clusters
  Score: Raw -120359.269866 + Penalty 2263.957861 = -118095.312005
  nChanged 6
		SP:Iteration 12Q (28271.970000 sec): 3 clusters
  Score: Raw -120364.984033 + Penalty 2263.957861 = -118101.026172
  nChanged 3
		SP:Iteration 13Q (28272.170000 sec): 3 clusters
  Score: Raw -120371.398701 + Penalty 2263.957861 = -118107.440841
  nChanged 6
		SP:Iteration 14Q (28272.340000 sec): 3 clusters
  Score: Raw -120380.435487 + Penalty 2263.957861 = -118116.477626
  nChanged 2
		SP:Iteration 15Q (28272.520000 sec): 3 clusters
  Score: Raw -120381.828491 + Penalty 2263.957861 = -118117.870630
  nChanged 3
		SP:Iteration 16Q (28272.730000 sec): 3 clusters
  Score: Raw -120383.967061 + Penalty 2263.957861 = -118120.009200
  nChanged 0
		SP:Iteration 17F (28272.890000 sec): 3 clusters
  Score: Raw -120383.967061 + Penalty 2263.957861 = -118120.009200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28273.030000 sec): 2 clusters
  Score: Raw -388902.635785 + Penalty 1319.498997 = -387583.136788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28273.230000 sec): 3 clusters
  Score: Raw -387249.155964 + Penalty 2638.997994 = -384610.157970
  nChanged 1337
		SP:Iteration 1F (28273.410000 sec): 3 clusters
  Score: Raw -388036.107744 + Penalty 2638.997994 = -385397.109750
  nChanged 264
		SP:Iteration 2F (28273.560000 sec): 3 clusters
  Score: Raw -388196.369235 + Penalty 2638.997994 = -385557.371241
  nChanged 203
		SP:Iteration 3F (28273.750000 sec): 3 clusters
  Score: Raw -388341.976021 + Penalty 2638.997994 = -385702.978027
  nChanged 184
		SP:Iteration 4F (28273.920000 sec): 3 clusters
  Score: Raw -388481.393245 + Penalty 2638.997994 = -385842.395251
  nChanged 159
		SP:Iteration 5Q (28274.090000 sec): 3 clusters
  Score: Raw -388590.337934 + Penalty 2638.997994 = -385951.339940
  nChanged 153
		SP:Iteration 6Q (28274.260000 sec): 3 clusters
  Score: Raw -388721.162182 + Penalty 2638.997994 = -386082.164188
  nChanged 161
		SP:Iteration 7Q (28274.450000 sec): 3 clusters
  Score: Raw -388892.793699 + Penalty 2638.997994 = -386253.795705
  nChanged 151
		SP:Iteration 8Q (28274.630000 sec): 3 clusters
  Score: Raw -389046.258564 + Penalty 2638.997994 = -386407.260570
  nChanged 143
		SP:Iteration 9Q (28274.800000 sec): 3 clusters
  Score: Raw -389188.238974 + Penalty 2638.997994 = -386549.240980
  nChanged 135
		SP:Iteration 10Q (28274.920000 sec): 3 clusters
  Score: Raw -389330.000320 + Penalty 2638.997994 = -386691.002326
  nChanged 105
		SP:Iteration 11Q (28275.100000 sec): 3 clusters
  Score: Raw -389422.089617 + Penalty 2638.997994 = -386783.091623
  nChanged 84
		SP:Iteration 12Q (28275.240000 sec): 3 clusters
  Score: Raw -389480.520630 + Penalty 2638.997994 = -386841.522636
  nChanged 46
		SP:Iteration 13Q (28275.380000 sec): 3 clusters
  Score: Raw -389509.861392 + Penalty 2638.997994 = -386870.863398
  nChanged 35
		SP:Iteration 14Q (28275.560000 sec): 3 clusters
  Score: Raw -389536.988025 + Penalty 2638.997994 = -386897.990031
  nChanged 36
		SP:Iteration 15Q (28275.740000 sec): 3 clusters
  Score: Raw -389560.563208 + Penalty 2638.997994 = -386921.565214
  nChanged 31
		SP:Iteration 16Q (28275.870000 sec): 3 clusters
  Score: Raw -389576.824962 + Penalty 2638.997994 = -386937.826968
  nChanged 20
		SP:Iteration 17Q (28276.050000 sec): 3 clusters
  Score: Raw -389586.076856 + Penalty 2638.997994 = -386947.078862
  nChanged 23
		SP:Iteration 18Q (28276.250000 sec): 3 clusters
  Score: Raw -389596.233804 + Penalty 2638.997994 = -386957.235810
  nChanged 14
		SP:Iteration 19Q (28276.450000 sec): 3 clusters
  Score: Raw -389602.647998 + Penalty 2638.997994 = -386963.650004
  nChanged 8
		SP:Iteration 20F (28276.610000 sec): 3 clusters
  Score: Raw -389604.979841 + Penalty 2638.997994 = -386965.981847
  nChanged 3
		SP:Iteration 21Q (28276.820000 sec): 3 clusters
  Score: Raw -389605.973642 + Penalty 2638.997994 = -386966.975648
  nChanged 5
		SP:Iteration 22Q (28276.990000 sec): 3 clusters
  Score: Raw -389608.497992 + Penalty 2638.997994 = -386969.499998
  nChanged 3
		SP:Iteration 23Q (28277.160000 sec): 3 clusters
  Score: Raw -389608.960545 + Penalty 2638.997994 = -386969.962551
  nChanged 3
		SP:Iteration 24Q (28277.360000 sec): 3 clusters
  Score: Raw -389609.979012 + Penalty 2638.997994 = -386970.981018
  nChanged 3
		SP:Iteration 25Q (28277.540000 sec): 3 clusters
  Score: Raw -389610.977823 + Penalty 2638.997994 = -386971.979829
  nChanged 2
		SP:Iteration 26Q (28277.740000 sec): 3 clusters
  Score: Raw -389611.349472 + Penalty 2638.997994 = -386972.351478
  nChanged 3
		SP:Iteration 27Q (28277.910000 sec): 3 clusters
  Score: Raw -389611.962968 + Penalty 2638.997994 = -386972.964974
  nChanged 1
		SP:Iteration 28Q (28278.130000 sec): 3 clusters
  Score: Raw -389612.386518 + Penalty 2638.997994 = -386973.388524
  nChanged 1
		SP:Iteration 29Q (28278.270000 sec): 3 clusters
  Score: Raw -389612.759504 + Penalty 2638.997994 = -386973.761510
  nChanged 1
		SP:Iteration 30Q (28278.470000 sec): 3 clusters
  Score: Raw -389612.894716 + Penalty 2638.997994 = -386973.896722
  nChanged 1
		SP:Iteration 31Q (28278.640000 sec): 3 clusters
  Score: Raw -389613.087944 + Penalty 2638.997994 = -386974.089950
  nChanged 0
		SP:Iteration 32F (28278.790000 sec): 3 clusters
  Score: Raw -389613.087944 + Penalty 2638.997994 = -386974.089950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28278.890000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28279.110000 sec): 3 clusters
  Score: Raw -203905.494268 + Penalty 2438.748243 = -201466.746025
  nChanged 614
		SP:Iteration 1F (28279.280000 sec): 3 clusters
  Score: Raw -204303.454133 + Penalty 2438.748243 = -201864.705890
  nChanged 146
		SP:Iteration 2F (28279.430000 sec): 3 clusters
  Score: Raw -204433.735527 + Penalty 2438.748243 = -201994.987284
  nChanged 104
		SP:Iteration 3F (28279.640000 sec): 3 clusters
  Score: Raw -204527.649128 + Penalty 2438.748243 = -202088.900885
  nChanged 89
		SP:Iteration 4Q (28279.770000 sec): 3 clusters
  Score: Raw -204620.285938 + Penalty 2438.748243 = -202181.537695
  nChanged 91
		SP:Iteration 5F (28279.950000 sec): 3 clusters
  Score: Raw -204714.079590 + Penalty 2438.748243 = -202275.331347
  nChanged 73
		SP:Iteration 6Q (28280.110000 sec): 3 clusters
  Score: Raw -204779.347166 + Penalty 2438.748243 = -202340.598924
  nChanged 49
		SP:Iteration 7Q (28280.290000 sec): 3 clusters
  Score: Raw -204818.767041 + Penalty 2438.748243 = -202380.018798
  nChanged 46
		SP:Iteration 8Q (28280.460000 sec): 3 clusters
  Score: Raw -204856.690579 + Penalty 2438.748243 = -202417.942337
  nChanged 33
		SP:Iteration 9Q (28280.660000 sec): 3 clusters
  Score: Raw -204887.267150 + Penalty 2438.748243 = -202448.518908
  nChanged 20
		SP:Iteration 10Q (28280.830000 sec): 3 clusters
  Score: Raw -204904.564674 + Penalty 2438.748243 = -202465.816432
  nChanged 21
		SP:Iteration 11Q (28281.020000 sec): 3 clusters
  Score: Raw -204920.423835 + Penalty 2438.748243 = -202481.675593
  nChanged 10
		SP:Iteration 12Q (28281.150000 sec): 3 clusters
  Score: Raw -204927.468528 + Penalty 2438.748243 = -202488.720285
  nChanged 11
		SP:Iteration 13Q (28281.360000 sec): 3 clusters
  Score: Raw -204933.130765 + Penalty 2438.748243 = -202494.382522
  nChanged 6
		SP:Iteration 14Q (28281.550000 sec): 3 clusters
  Score: Raw -204936.465844 + Penalty 2438.748243 = -202497.717602
  nChanged 2
		SP:Iteration 15Q (28281.730000 sec): 3 clusters
  Score: Raw -204938.191332 + Penalty 2438.748243 = -202499.443090
  nChanged 5
		SP:Iteration 16Q (28281.900000 sec): 3 clusters
  Score: Raw -204941.511213 + Penalty 2438.748243 = -202502.762971
  nChanged 6
		SP:Iteration 17Q (28282.070000 sec): 3 clusters
  Score: Raw -204945.466520 + Penalty 2438.748243 = -202506.718277
  nChanged 7
		SP:Iteration 18Q (28282.270000 sec): 3 clusters
  Score: Raw -204948.839738 + Penalty 2438.748243 = -202510.091496
  nChanged 7
		SP:Iteration 19Q (28282.450000 sec): 3 clusters
  Score: Raw -204952.868563 + Penalty 2438.748243 = -202514.120320
  nChanged 5
		SP:Iteration 20F (28282.680000 sec): 3 clusters
  Score: Raw -204955.783075 + Penalty 2438.748243 = -202517.034832
  nChanged 7
		SP:Iteration 21Q (28282.870000 sec): 3 clusters
  Score: Raw -204959.902139 + Penalty 2438.748243 = -202521.153896
  nChanged 6
		SP:Iteration 22Q (28283.020000 sec): 3 clusters
  Score: Raw -204962.559769 + Penalty 2438.748243 = -202523.811526
  nChanged 3
		SP:Iteration 23Q (28283.190000 sec): 3 clusters
  Score: Raw -204964.250497 + Penalty 2438.748243 = -202525.502254
  nChanged 3
		SP:Iteration 24Q (28283.400000 sec): 3 clusters
  Score: Raw -204967.250295 + Penalty 2438.748243 = -202528.502052
  nChanged 5
		SP:Iteration 25Q (28283.550000 sec): 3 clusters
  Score: Raw -204970.943580 + Penalty 2438.748243 = -202532.195337
  nChanged 5
		SP:Iteration 26Q (28283.760000 sec): 3 clusters
  Score: Raw -204974.610071 + Penalty 2438.748243 = -202535.861828
  nChanged 7
		SP:Iteration 27Q (28283.940000 sec): 3 clusters
  Score: Raw -204979.081040 + Penalty 2438.748243 = -202540.332797
  nChanged 5
		SP:Iteration 28Q (28284.100000 sec): 3 clusters
  Score: Raw -204981.809119 + Penalty 2438.748243 = -202543.060876
  nChanged 6
		SP:Iteration 29Q (28284.280000 sec): 3 clusters
  Score: Raw -204986.012419 + Penalty 2438.748243 = -202547.264176
  nChanged 2
		SP:Iteration 30Q (28284.470000 sec): 3 clusters
  Score: Raw -204986.832851 + Penalty 2438.748243 = -202548.084608
  nChanged 1
		SP:Iteration 31Q (28284.640000 sec): 3 clusters
  Score: Raw -204987.263810 + Penalty 2438.748243 = -202548.515568
  nChanged 1
		SP:Iteration 32Q (28284.810000 sec): 3 clusters
  Score: Raw -204987.611657 + Penalty 2438.748243 = -202548.863414
  nChanged 0
		SP:Iteration 33F (28284.940000 sec): 3 clusters
  Score: Raw -204987.611657 + Penalty 2438.748243 = -202548.863414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28285.040000 sec): 2 clusters
  Score: Raw -23439.349211 + Penalty 930.082579 = -22509.266632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28285.210000 sec): 3 clusters
  Score: Raw -23527.587546 + Penalty 1860.165158 = -21667.422388
  nChanged 88
		SP:Iteration 1F (28285.420000 sec): 3 clusters
  Score: Raw -23824.051096 + Penalty 1860.165158 = -21963.885938
  nChanged 27
		SP:Iteration 2F (28285.600000 sec): 3 clusters
  Score: Raw -23951.800448 + Penalty 1860.165158 = -22091.635290
  nChanged 13
		SP:Iteration 3Q (28285.750000 sec): 3 clusters
  Score: Raw -23997.080906 + Penalty 1860.165158 = -22136.915747
  nChanged 7
		SP:Iteration 4Q (28285.910000 sec): 3 clusters
  Score: Raw -24028.152945 + Penalty 1860.165158 = -22167.987787
  nChanged 1
		SP:Iteration 5Q (28286.080000 sec): 3 clusters
  Score: Raw -24033.556935 + Penalty 1860.165158 = -22173.391777
  nChanged 0
		SP:Iteration 6F (28286.260000 sec): 3 clusters
  Score: Raw -24033.556935 + Penalty 1860.165158 = -22173.391777
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28286.380000 sec): 2 clusters
  Score: Raw -100735.816751 + Penalty 1103.573488 = -99632.243263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28286.560000 sec): 3 clusters
  Score: Raw -100533.141538 + Penalty 2207.146975 = -98325.994563
  nChanged 269
		SP:Iteration 1F (28286.760000 sec): 3 clusters
  Score: Raw -100793.243895 + Penalty 2207.146975 = -98586.096920
  nChanged 79
		SP:Iteration 2F (28286.930000 sec): 3 clusters
  Score: Raw -100893.872302 + Penalty 2207.146975 = -98686.725327
  nChanged 58
		SP:Iteration 3F (28287.100000 sec): 3 clusters
  Score: Raw -101044.677085 + Penalty 2207.146975 = -98837.530109
  nChanged 65
		SP:Iteration 4F (28287.290000 sec): 3 clusters
  Score: Raw -101213.520488 + Penalty 2207.146975 = -99006.373513
  nChanged 51
		SP:Iteration 5F (28287.430000 sec): 3 clusters
  Score: Raw -101313.994847 + Penalty 2207.146975 = -99106.847871
  nChanged 31
		SP:Iteration 6Q (28287.590000 sec): 3 clusters
  Score: Raw -101392.187829 + Penalty 2207.146975 = -99185.040853
  nChanged 18
		SP:Iteration 7Q (28287.790000 sec): 3 clusters
  Score: Raw -101432.779258 + Penalty 2207.146975 = -99225.632282
  nChanged 13
		SP:Iteration 8Q (28287.930000 sec): 3 clusters
  Score: Raw -101457.123332 + Penalty 2207.146975 = -99249.976357
  nChanged 11
		SP:Iteration 9Q (28288.080000 sec): 3 clusters
  Score: Raw -101484.910793 + Penalty 2207.146975 = -99277.763818
  nChanged 11
		SP:Iteration 10Q (28288.220000 sec): 3 clusters
  Score: Raw -101499.554233 + Penalty 2207.146975 = -99292.407257
  nChanged 10
		SP:Iteration 11Q (28288.400000 sec): 3 clusters
  Score: Raw -101525.521953 + Penalty 2207.146975 = -99318.374978
  nChanged 13
		SP:Iteration 12Q (28288.580000 sec): 3 clusters
  Score: Raw -101557.535249 + Penalty 2207.146975 = -99350.388274
  nChanged 10
		SP:Iteration 13Q (28288.760000 sec): 3 clusters
  Score: Raw -101578.776075 + Penalty 2207.146975 = -99371.629100
  nChanged 9
		SP:Iteration 14Q (28288.960000 sec): 3 clusters
  Score: Raw -101589.479965 + Penalty 2207.146975 = -99382.332990
  nChanged 1
		SP:Iteration 15Q (28289.110000 sec): 3 clusters
  Score: Raw -101590.510641 + Penalty 2207.146975 = -99383.363666
  nChanged 1
		SP:Iteration 16Q (28289.300000 sec): 3 clusters
  Score: Raw -101592.171917 + Penalty 2207.146975 = -99385.024942
  nChanged 0
		SP:Iteration 17F (28289.470000 sec): 3 clusters
  Score: Raw -101598.796527 + Penalty 2207.146975 = -99391.649552
  nChanged 2
		SP:Iteration 18Q (28289.600000 sec): 3 clusters
  Score: Raw -101612.185199 + Penalty 2207.146975 = -99405.038224
  nChanged 6
		SP:Iteration 19Q (28289.790000 sec): 3 clusters
  Score: Raw -101622.492906 + Penalty 2207.146975 = -99415.345930
  nChanged 3
		SP:Iteration 20F (28289.960000 sec): 3 clusters
  Score: Raw -101626.923201 + Penalty 2207.146975 = -99419.776226
  nChanged 1
		SP:Iteration 21Q (28290.100000 sec): 3 clusters
  Score: Raw -101628.196471 + Penalty 2207.146975 = -99421.049496
  nChanged 1
		SP:Iteration 22Q (28290.230000 sec): 3 clusters
  Score: Raw -101629.774207 + Penalty 2207.146975 = -99422.627231
  nChanged 1
		SP:Iteration 23Q (28290.370000 sec): 3 clusters
  Score: Raw -101630.686711 + Penalty 2207.146975 = -99423.539735
  nChanged 2
		SP:Iteration 24Q (28290.570000 sec): 3 clusters
  Score: Raw -101634.508827 + Penalty 2207.146975 = -99427.361851
  nChanged 1
		SP:Iteration 25Q (28290.760000 sec): 3 clusters
  Score: Raw -101635.987747 + Penalty 2207.146975 = -99428.840772
  nChanged 0
		SP:Iteration 26F (28290.950000 sec): 3 clusters
  Score: Raw -101635.987747 + Penalty 2207.146975 = -99428.840772
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28291.070000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28291.210000 sec): 3 clusters
  Score: Raw -246716.343744 + Penalty 2487.848041 = -244228.495703
  nChanged 747
		SP:Iteration 1F (28291.380000 sec): 3 clusters
  Score: Raw -247218.667514 + Penalty 2487.848041 = -244730.819473
  nChanged 175
		SP:Iteration 2F (28291.550000 sec): 3 clusters
  Score: Raw -247354.271141 + Penalty 2487.848041 = -244866.423100
  nChanged 99
		SP:Iteration 3Q (28291.710000 sec): 3 clusters
  Score: Raw -247422.570219 + Penalty 2487.848041 = -244934.722179
  nChanged 77
		SP:Iteration 4Q (28291.860000 sec): 3 clusters
  Score: Raw -247478.042207 + Penalty 2487.848041 = -244990.194166
  nChanged 59
		SP:Iteration 5Q (28292.000000 sec): 3 clusters
  Score: Raw -247513.312629 + Penalty 2487.848041 = -245025.464589
  nChanged 53
		SP:Iteration 6Q (28292.180000 sec): 3 clusters
  Score: Raw -247545.182702 + Penalty 2487.848041 = -245057.334662
  nChanged 48
		SP:Iteration 7Q (28292.330000 sec): 3 clusters
  Score: Raw -247575.962953 + Penalty 2487.848041 = -245088.114912
  nChanged 38
		SP:Iteration 8Q (28292.480000 sec): 3 clusters
  Score: Raw -247596.710519 + Penalty 2487.848041 = -245108.862479
  nChanged 31
		SP:Iteration 9Q (28292.640000 sec): 3 clusters
  Score: Raw -247618.372654 + Penalty 2487.848041 = -245130.524613
  nChanged 34
		SP:Iteration 10Q (28292.780000 sec): 3 clusters
  Score: Raw -247640.163077 + Penalty 2487.848041 = -245152.315036
  nChanged 34
		SP:Iteration 11Q (28292.980000 sec): 3 clusters
  Score: Raw -247661.088480 + Penalty 2487.848041 = -245173.240439
  nChanged 32
		SP:Iteration 12Q (28293.130000 sec): 3 clusters
  Score: Raw -247682.705166 + Penalty 2487.848041 = -245194.857126
  nChanged 34
		SP:Iteration 13Q (28293.270000 sec): 3 clusters
  Score: Raw -247709.906236 + Penalty 2487.848041 = -245222.058195
  nChanged 39
		SP:Iteration 14Q (28293.420000 sec): 3 clusters
  Score: Raw -247732.023194 + Penalty 2487.848041 = -245244.175153
  nChanged 29
		SP:Iteration 15Q (28293.600000 sec): 3 clusters
  Score: Raw -247754.860479 + Penalty 2487.848041 = -245267.012438
  nChanged 36
		SP:Iteration 16Q (28293.760000 sec): 3 clusters
  Score: Raw -247777.782006 + Penalty 2487.848041 = -245289.933965
  nChanged 30
		SP:Iteration 17Q (28293.940000 sec): 3 clusters
  Score: Raw -247798.090753 + Penalty 2487.848041 = -245310.242712
  nChanged 27
		SP:Iteration 18Q (28294.110000 sec): 3 clusters
  Score: Raw -247819.877533 + Penalty 2487.848041 = -245332.029492
  nChanged 29
		SP:Iteration 19Q (28294.310000 sec): 3 clusters
  Score: Raw -247842.585017 + Penalty 2487.848041 = -245354.736976
  nChanged 23
		SP:Iteration 20F (28294.480000 sec): 3 clusters
  Score: Raw -247863.931626 + Penalty 2487.848041 = -245376.083586
  nChanged 22
		SP:Iteration 21Q (28294.650000 sec): 3 clusters
  Score: Raw -247881.628557 + Penalty 2487.848041 = -245393.780516
  nChanged 18
		SP:Iteration 22Q (28294.840000 sec): 3 clusters
  Score: Raw -247893.054024 + Penalty 2487.848041 = -245405.205983
  nChanged 15
		SP:Iteration 23Q (28295.030000 sec): 3 clusters
  Score: Raw -247899.273591 + Penalty 2487.848041 = -245411.425550
  nChanged 8
		SP:Iteration 24Q (28295.200000 sec): 3 clusters
  Score: Raw -247903.708926 + Penalty 2487.848041 = -245415.860886
  nChanged 7
		SP:Iteration 25Q (28295.370000 sec): 3 clusters
  Score: Raw -247906.401646 + Penalty 2487.848041 = -245418.553605
  nChanged 4
		SP:Iteration 26Q (28295.540000 sec): 3 clusters
  Score: Raw -247909.962496 + Penalty 2487.848041 = -245422.114456
  nChanged 7
		SP:Iteration 27Q (28295.690000 sec): 3 clusters
  Score: Raw -247912.977011 + Penalty 2487.848041 = -245425.128970
  nChanged 3
		SP:Iteration 28Q (28295.890000 sec): 3 clusters
  Score: Raw -247913.955548 + Penalty 2487.848041 = -245426.107507
  nChanged 4
		SP:Iteration 29Q (28296.050000 sec): 3 clusters
  Score: Raw -247915.972755 + Penalty 2487.848041 = -245428.124714
  nChanged 4
		SP:Iteration 30Q (28296.240000 sec): 3 clusters
  Score: Raw -247921.561432 + Penalty 2487.848041 = -245433.713392
  nChanged 6
		SP:Iteration 31Q (28296.420000 sec): 3 clusters
  Score: Raw -247924.609996 + Penalty 2487.848041 = -245436.761955
  nChanged 3
		SP:Iteration 32Q (28296.600000 sec): 3 clusters
  Score: Raw -247926.805174 + Penalty 2487.848041 = -245438.957133
  nChanged 3
		SP:Iteration 33Q (28296.760000 sec): 3 clusters
  Score: Raw -247928.656588 + Penalty 2487.848041 = -245440.808547
  nChanged 4
		SP:Iteration 34Q (28296.960000 sec): 3 clusters
  Score: Raw -247931.120340 + Penalty 2487.848041 = -245443.272300
  nChanged 5
		SP:Iteration 35Q (28297.150000 sec): 3 clusters
  Score: Raw -247933.816048 + Penalty 2487.848041 = -245445.968007
  nChanged 9
		SP:Iteration 36Q (28297.300000 sec): 3 clusters
  Score: Raw -247938.937702 + Penalty 2487.848041 = -245451.089662
  nChanged 10
		SP:Iteration 37Q (28297.450000 sec): 3 clusters
  Score: Raw -247944.391863 + Penalty 2487.848041 = -245456.543822
  nChanged 6
		SP:Iteration 38Q (28297.610000 sec): 3 clusters
  Score: Raw -247950.537749 + Penalty 2487.848041 = -245462.689708
  nChanged 5
		SP:Iteration 39Q (28297.790000 sec): 3 clusters
  Score: Raw -247954.819507 + Penalty 2487.848041 = -245466.971466
  nChanged 6
		SP:Iteration 40F (28297.980000 sec): 3 clusters
  Score: Raw -247959.550780 + Penalty 2487.848041 = -245471.702739
  nChanged 8
		SP:Iteration 41Q (28298.150000 sec): 3 clusters
  Score: Raw -247964.748868 + Penalty 2487.848041 = -245476.900827
  nChanged 4
		SP:Iteration 42Q (28298.330000 sec): 3 clusters
  Score: Raw -247968.567888 + Penalty 2487.848041 = -245480.719847
  nChanged 7
		SP:Iteration 43Q (28298.520000 sec): 3 clusters
  Score: Raw -247971.393798 + Penalty 2487.848041 = -245483.545757
  nChanged 3
		SP:Iteration 44Q (28298.700000 sec): 3 clusters
  Score: Raw -247973.140277 + Penalty 2487.848041 = -245485.292236
  nChanged 1
		SP:Iteration 45Q (28298.910000 sec): 3 clusters
  Score: Raw -247973.728774 + Penalty 2487.848041 = -245485.880733
  nChanged 3
		SP:Iteration 46Q (28299.050000 sec): 3 clusters
  Score: Raw -247974.894827 + Penalty 2487.848041 = -245487.046786
  nChanged 3
		SP:Iteration 47Q (28299.220000 sec): 3 clusters
  Score: Raw -247975.736902 + Penalty 2487.848041 = -245487.888862
  nChanged 0
		SP:Iteration 48F (28299.370000 sec): 3 clusters
  Score: Raw -247975.736902 + Penalty 2487.848041 = -245487.888862
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28299.570000 sec): 2 clusters
  Score: Raw -1802933.250758 + Penalty 1564.795558 = -1801368.455199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28299.820000 sec): 3 clusters
  Score: Raw -1794043.447122 + Penalty 3129.591116 = -1790913.856005
  nChanged 6668
		SP:Iteration 1F (28300.070000 sec): 3 clusters
  Score: Raw -1797728.999114 + Penalty 3129.591116 = -1794599.407998
  nChanged 953
		SP:Iteration 2F (28300.290000 sec): 3 clusters
  Score: Raw -1798149.211359 + Penalty 3129.591116 = -1795019.620243
  nChanged 791
		SP:Iteration 3F (28300.540000 sec): 3 clusters
  Score: Raw -1798501.106392 + Penalty 3129.591116 = -1795371.515275
  nChanged 732
		SP:Iteration 4Q (28300.830000 sec): 3 clusters
  Score: Raw -1798848.397790 + Penalty 3129.591116 = -1795718.806673
  nChanged 725
		SP:Iteration 5Q (28301.050000 sec): 3 clusters
  Score: Raw -1799201.752276 + Penalty 3129.591116 = -1796072.161160
  nChanged 720
		SP:Iteration 6Q (28301.300000 sec): 3 clusters
  Score: Raw -1799540.661751 + Penalty 3129.591116 = -1796411.070634
  nChanged 632
		SP:Iteration 7Q (28301.540000 sec): 3 clusters
  Score: Raw -1799835.658232 + Penalty 3129.591116 = -1796706.067116
  nChanged 597
		SP:Iteration 8Q (28301.770000 sec): 3 clusters
  Score: Raw -1800095.996976 + Penalty 3129.591116 = -1796966.405860
  nChanged 571
		SP:Iteration 9Q (28302.000000 sec): 3 clusters
  Score: Raw -1800340.794241 + Penalty 3129.591116 = -1797211.203125
  nChanged 488
		SP:Iteration 10Q (28302.260000 sec): 3 clusters
  Score: Raw -1800552.651850 + Penalty 3129.591116 = -1797423.060733
  nChanged 472
		SP:Iteration 11Q (28302.490000 sec): 3 clusters
  Score: Raw -1800778.456746 + Penalty 3129.591116 = -1797648.865630
  nChanged 460
		SP:Iteration 12Q (28302.750000 sec): 3 clusters
  Score: Raw -1800989.843339 + Penalty 3129.591116 = -1797860.252223
  nChanged 407
		SP:Iteration 13Q (28302.990000 sec): 3 clusters
  Score: Raw -1801151.397544 + Penalty 3129.591116 = -1798021.806428
  nChanged 349
		SP:Iteration 14Q (28303.260000 sec): 3 clusters
  Score: Raw -1801283.190661 + Penalty 3129.591116 = -1798153.599545
  nChanged 304
		SP:Iteration 15Q (28303.510000 sec): 3 clusters
  Score: Raw -1801400.694822 + Penalty 3129.591116 = -1798271.103705
  nChanged 269
		SP:Iteration 16Q (28303.710000 sec): 3 clusters
  Score: Raw -1801501.693511 + Penalty 3129.591116 = -1798372.102395
  nChanged 253
		SP:Iteration 17Q (28303.970000 sec): 3 clusters
  Score: Raw -1801600.560425 + Penalty 3129.591116 = -1798470.969308
  nChanged 257
		SP:Iteration 18Q (28304.190000 sec): 3 clusters
  Score: Raw -1801690.568210 + Penalty 3129.591116 = -1798560.977094
  nChanged 216
		SP:Iteration 19Q (28304.440000 sec): 3 clusters
  Score: Raw -1801763.548564 + Penalty 3129.591116 = -1798633.957448
  nChanged 213
		SP:Iteration 20F (28304.670000 sec): 3 clusters
  Score: Raw -1801829.765974 + Penalty 3129.591116 = -1798700.174858
  nChanged 190
		SP:Iteration 21Q (28304.910000 sec): 3 clusters
  Score: Raw -1801886.067898 + Penalty 3129.591116 = -1798756.476781
  nChanged 173
		SP:Iteration 22Q (28305.140000 sec): 3 clusters
  Score: Raw -1801933.466532 + Penalty 3129.591116 = -1798803.875416
  nChanged 181
		SP:Iteration 23Q (28305.370000 sec): 3 clusters
  Score: Raw -1801986.131731 + Penalty 3129.591116 = -1798856.540615
  nChanged 173
		SP:Iteration 24Q (28305.620000 sec): 3 clusters
  Score: Raw -1802038.205345 + Penalty 3129.591116 = -1798908.614229
  nChanged 174
		SP:Iteration 25Q (28305.830000 sec): 3 clusters
  Score: Raw -1802095.339529 + Penalty 3129.591116 = -1798965.748413
  nChanged 167
		SP:Iteration 26Q (28306.080000 sec): 3 clusters
  Score: Raw -1802143.855391 + Penalty 3129.591116 = -1799014.264275
  nChanged 149
		SP:Iteration 27Q (28306.320000 sec): 3 clusters
  Score: Raw -1802184.682875 + Penalty 3129.591116 = -1799055.091758
  nChanged 133
		SP:Iteration 28Q (28306.550000 sec): 3 clusters
  Score: Raw -1802223.740975 + Penalty 3129.591116 = -1799094.149859
  nChanged 139
		SP:Iteration 29Q (28306.800000 sec): 3 clusters
  Score: Raw -1802266.677127 + Penalty 3129.591116 = -1799137.086011
  nChanged 126
		SP:Iteration 30Q (28307.060000 sec): 3 clusters
  Score: Raw -1802308.697123 + Penalty 3129.591116 = -1799179.106007
  nChanged 127
		SP:Iteration 31Q (28307.300000 sec): 3 clusters
  Score: Raw -1802349.917650 + Penalty 3129.591116 = -1799220.326534
  nChanged 123
		SP:Iteration 32Q (28307.550000 sec): 3 clusters
  Score: Raw -1802386.164194 + Penalty 3129.591116 = -1799256.573078
  nChanged 103
		SP:Iteration 33Q (28307.790000 sec): 3 clusters
  Score: Raw -1802412.123679 + Penalty 3129.591116 = -1799282.532562
  nChanged 102
		SP:Iteration 34Q (28308.030000 sec): 3 clusters
  Score: Raw -1802435.613976 + Penalty 3129.591116 = -1799306.022860
  nChanged 94
		SP:Iteration 35Q (28308.280000 sec): 3 clusters
  Score: Raw -1802459.509110 + Penalty 3129.591116 = -1799329.917994
  nChanged 93
		SP:Iteration 36Q (28308.510000 sec): 3 clusters
  Score: Raw -1802483.044157 + Penalty 3129.591116 = -1799353.453040
  nChanged 104
		SP:Iteration 37Q (28308.780000 sec): 3 clusters
  Score: Raw -1802508.223350 + Penalty 3129.591116 = -1799378.632234
  nChanged 93
		SP:Iteration 38Q (28309.020000 sec): 3 clusters
  Score: Raw -1802533.175069 + Penalty 3129.591116 = -1799403.583953
  nChanged 105
		SP:Iteration 39Q (28309.280000 sec): 3 clusters
  Score: Raw -1802562.960625 + Penalty 3129.591116 = -1799433.369508
  nChanged 96
		SP:Iteration 40F (28309.500000 sec): 3 clusters
  Score: Raw -1802586.125888 + Penalty 3129.591116 = -1799456.534772
  nChanged 93
		SP:Iteration 41Q (28309.720000 sec): 3 clusters
  Score: Raw -1802607.978337 + Penalty 3129.591116 = -1799478.387221
  nChanged 84
		SP:Iteration 42Q (28309.940000 sec): 3 clusters
  Score: Raw -1802625.825168 + Penalty 3129.591116 = -1799496.234052
  nChanged 73
		SP:Iteration 43Q (28310.200000 sec): 3 clusters
  Score: Raw -1802638.056613 + Penalty 3129.591116 = -1799508.465496
  nChanged 51
		SP:Iteration 44Q (28310.450000 sec): 3 clusters
  Score: Raw -1802647.868187 + Penalty 3129.591116 = -1799518.277071
  nChanged 52
		SP:Iteration 45Q (28310.680000 sec): 3 clusters
  Score: Raw -1802657.068480 + Penalty 3129.591116 = -1799527.477363
  nChanged 39
		SP:Iteration 46Q (28310.940000 sec): 3 clusters
  Score: Raw -1802663.837120 + Penalty 3129.591116 = -1799534.246003
  nChanged 45
		SP:Iteration 47Q (28311.150000 sec): 3 clusters
  Score: Raw -1802673.790161 + Penalty 3129.591116 = -1799544.199044
  nChanged 52
		SP:Iteration 48Q (28311.420000 sec): 3 clusters
  Score: Raw -1802685.577662 + Penalty 3129.591116 = -1799555.986546
  nChanged 49
		SP:Iteration 49Q (28311.620000 sec): 3 clusters
  Score: Raw -1802697.061319 + Penalty 3129.591116 = -1799567.470202
  nChanged 55
		SP:Iteration 50Q (28311.860000 sec): 3 clusters
  Score: Raw -1802708.659082 + Penalty 3129.591116 = -1799579.067966
  nChanged 54
		SP:Iteration 51Q (28312.080000 sec): 3 clusters
  Score: Raw -1802721.189577 + Penalty 3129.591116 = -1799591.598461
  nChanged 55
		SP:Iteration 52Q (28312.330000 sec): 3 clusters
  Score: Raw -1802732.834883 + Penalty 3129.591116 = -1799603.243767
  nChanged 44
		SP:Iteration 53Q (28312.560000 sec): 3 clusters
  Score: Raw -1802741.588946 + Penalty 3129.591116 = -1799611.997829
  nChanged 41
		SP:Iteration 54Q (28312.800000 sec): 3 clusters
  Score: Raw -1802749.004630 + Penalty 3129.591116 = -1799619.413513
  nChanged 32
		SP:Iteration 55Q (28313.040000 sec): 3 clusters
  Score: Raw -1802754.697655 + Penalty 3129.591116 = -1799625.106538
  nChanged 30
		SP:Iteration 56Q (28313.270000 sec): 3 clusters
  Score: Raw -1802759.630388 + Penalty 3129.591116 = -1799630.039272
  nChanged 31
		SP:Iteration 57Q (28313.540000 sec): 3 clusters
  Score: Raw -1802766.003174 + Penalty 3129.591116 = -1799636.412058
  nChanged 41
		SP:Iteration 58Q (28313.770000 sec): 3 clusters
  Score: Raw -1802774.100944 + Penalty 3129.591116 = -1799644.509827
  nChanged 36
		SP:Iteration 59Q (28313.970000 sec): 3 clusters
  Score: Raw -1802782.699116 + Penalty 3129.591116 = -1799653.108000
  nChanged 42
		SP:Iteration 60F (28314.230000 sec): 3 clusters
  Score: Raw -1802792.129127 + Penalty 3129.591116 = -1799662.538010
  nChanged 43
		SP:Iteration 61Q (28314.440000 sec): 3 clusters
  Score: Raw -1802800.827206 + Penalty 3129.591116 = -1799671.236090
  nChanged 43
		SP:Iteration 62Q (28314.700000 sec): 3 clusters
  Score: Raw -1802810.461075 + Penalty 3129.591116 = -1799680.869959
  nChanged 43
		SP:Iteration 63Q (28314.910000 sec): 3 clusters
  Score: Raw -1802819.673663 + Penalty 3129.591116 = -1799690.082547
  nChanged 36
		SP:Iteration 64Q (28315.180000 sec): 3 clusters
  Score: Raw -1802826.781851 + Penalty 3129.591116 = -1799697.190734
  nChanged 28
		SP:Iteration 65Q (28315.430000 sec): 3 clusters
  Score: Raw -1802832.375013 + Penalty 3129.591116 = -1799702.783896
  nChanged 22
		SP:Iteration 66Q (28315.650000 sec): 3 clusters
  Score: Raw -1802836.838990 + Penalty 3129.591116 = -1799707.247874
  nChanged 25
		SP:Iteration 67Q (28315.930000 sec): 3 clusters
  Score: Raw -1802841.332881 + Penalty 3129.591116 = -1799711.741765
  nChanged 22
		SP:Iteration 68Q (28316.130000 sec): 3 clusters
  Score: Raw -1802844.258258 + Penalty 3129.591116 = -1799714.667141
  nChanged 15
		SP:Iteration 69Q (28316.370000 sec): 3 clusters
  Score: Raw -1802846.588186 + Penalty 3129.591116 = -1799716.997069
  nChanged 20
		SP:Iteration 70Q (28316.640000 sec): 3 clusters
  Score: Raw -1802849.754426 + Penalty 3129.591116 = -1799720.163309
  nChanged 15
		SP:Iteration 71Q (28316.850000 sec): 3 clusters
  Score: Raw -1802852.055766 + Penalty 3129.591116 = -1799722.464650
  nChanged 10
		SP:Iteration 72Q (28317.070000 sec): 3 clusters
  Score: Raw -1802853.468761 + Penalty 3129.591116 = -1799723.877645
  nChanged 13
		SP:Iteration 73Q (28317.310000 sec): 3 clusters
  Score: Raw -1802856.760895 + Penalty 3129.591116 = -1799727.169778
  nChanged 23
		SP:Iteration 74Q (28317.570000 sec): 3 clusters
  Score: Raw -1802861.370032 + Penalty 3129.591116 = -1799731.778916
  nChanged 23
		SP:Iteration 75Q (28317.760000 sec): 3 clusters
  Score: Raw -1802865.405209 + Penalty 3129.591116 = -1799735.814092
  nChanged 23
		SP:Iteration 76Q (28318.020000 sec): 3 clusters
  Score: Raw -1802869.781315 + Penalty 3129.591116 = -1799740.190199
  nChanged 25
		SP:Iteration 77Q (28318.270000 sec): 3 clusters
  Score: Raw -1802875.173475 + Penalty 3129.591116 = -1799745.582358
  nChanged 32
		SP:Iteration 78Q (28318.470000 sec): 3 clusters
  Score: Raw -1802881.494526 + Penalty 3129.591116 = -1799751.903410
  nChanged 31
		SP:Iteration 79Q (28318.730000 sec): 3 clusters
  Score: Raw -1802887.232752 + Penalty 3129.591116 = -1799757.641635
  nChanged 25
		SP:Iteration 80F (28318.980000 sec): 3 clusters
  Score: Raw -1802892.103383 + Penalty 3129.591116 = -1799762.512267
  nChanged 21
		SP:Iteration 81Q (28319.170000 sec): 3 clusters
  Score: Raw -1802896.851352 + Penalty 3129.591116 = -1799767.260235
  nChanged 26
		SP:Iteration 82Q (28319.410000 sec): 3 clusters
  Score: Raw -1802902.954889 + Penalty 3129.591116 = -1799773.363772
  nChanged 31
		SP:Iteration 83Q (28319.640000 sec): 3 clusters
  Score: Raw -1802910.561820 + Penalty 3129.591116 = -1799780.970704
  nChanged 30
		SP:Iteration 84Q (28319.920000 sec): 3 clusters
  Score: Raw -1802917.344798 + Penalty 3129.591116 = -1799787.753682
  nChanged 30
		SP:Iteration 85Q (28320.170000 sec): 3 clusters
  Score: Raw -1802924.691439 + Penalty 3129.591116 = -1799795.100323
  nChanged 30
		SP:Iteration 86Q (28320.390000 sec): 3 clusters
  Score: Raw -1802932.591743 + Penalty 3129.591116 = -1799803.000627
  nChanged 35
		SP:Iteration 87Q (28320.670000 sec): 3 clusters
  Score: Raw -1802940.653198 + Penalty 3129.591116 = -1799811.062081
  nChanged 33
		SP:Iteration 88Q (28320.930000 sec): 3 clusters
  Score: Raw -1802947.759538 + Penalty 3129.591116 = -1799818.168422
  nChanged 20
		SP:Iteration 89Q (28321.120000 sec): 3 clusters
  Score: Raw -1802952.077898 + Penalty 3129.591116 = -1799822.486782
  nChanged 16
		SP:Iteration 90Q (28321.390000 sec): 3 clusters
  Score: Raw -1802955.163357 + Penalty 3129.591116 = -1799825.572241
  nChanged 16
		SP:Iteration 91Q (28321.640000 sec): 3 clusters
  Score: Raw -1802957.794250 + Penalty 3129.591116 = -1799828.203134
  nChanged 15
		SP:Iteration 92Q (28321.860000 sec): 3 clusters
  Score: Raw -1802961.548033 + Penalty 3129.591116 = -1799831.956916
  nChanged 12
		SP:Iteration 93Q (28322.060000 sec): 3 clusters
  Score: Raw -1802963.860587 + Penalty 3129.591116 = -1799834.269471
  nChanged 11
		SP:Iteration 94Q (28322.330000 sec): 3 clusters
  Score: Raw -1802966.114213 + Penalty 3129.591116 = -1799836.523096
  nChanged 9
		SP:Iteration 95Q (28322.530000 sec): 3 clusters
  Score: Raw -1802967.442076 + Penalty 3129.591116 = -1799837.850959
  nChanged 10
		SP:Iteration 96Q (28322.780000 sec): 3 clusters
  Score: Raw -1802969.255718 + Penalty 3129.591116 = -1799839.664601
  nChanged 11
		SP:Iteration 97Q (28323.030000 sec): 3 clusters
  Score: Raw -1802971.007537 + Penalty 3129.591116 = -1799841.416421
  nChanged 11
		SP:Iteration 98Q (28323.220000 sec): 3 clusters
  Score: Raw -1802972.915503 + Penalty 3129.591116 = -1799843.324387
  nChanged 12
		SP:Iteration 99Q (28323.470000 sec): 3 clusters
  Score: Raw -1802975.103979 + Penalty 3129.591116 = -1799845.512862
  nChanged 12
		SP:Iteration 100F (28323.710000 sec): 3 clusters
  Score: Raw -1802977.343583 + Penalty 3129.591116 = -1799847.752467
  nChanged 10
		SP:Iteration 101Q (28323.890000 sec): 3 clusters
  Score: Raw -1802979.063143 + Penalty 3129.591116 = -1799849.472027
  nChanged 11
		SP:Iteration 102Q (28324.140000 sec): 3 clusters
  Score: Raw -1802981.059974 + Penalty 3129.591116 = -1799851.468858
  nChanged 10
		SP:Iteration 103Q (28324.350000 sec): 3 clusters
  Score: Raw -1802982.436245 + Penalty 3129.591116 = -1799852.845128
  nChanged 10
		SP:Iteration 104Q (28324.590000 sec): 3 clusters
  Score: Raw -1802984.565435 + Penalty 3129.591116 = -1799854.974318
  nChanged 12
		SP:Iteration 105Q (28324.810000 sec): 3 clusters
  Score: Raw -1802986.319407 + Penalty 3129.591116 = -1799856.728291
  nChanged 14
		SP:Iteration 106Q (28325.040000 sec): 3 clusters
  Score: Raw -1802988.411182 + Penalty 3129.591116 = -1799858.820066
  nChanged 11
		SP:Iteration 107Q (28325.230000 sec): 3 clusters
  Score: Raw -1802990.816380 + Penalty 3129.591116 = -1799861.225264
  nChanged 14
		SP:Iteration 108Q (28325.470000 sec): 3 clusters
  Score: Raw -1802994.217580 + Penalty 3129.591116 = -1799864.626464
  nChanged 14
		SP:Iteration 109Q (28325.720000 sec): 3 clusters
  Score: Raw -1802997.609141 + Penalty 3129.591116 = -1799868.018025
  nChanged 23
		SP:Iteration 110Q (28325.920000 sec): 3 clusters
  Score: Raw -1803003.218066 + Penalty 3129.591116 = -1799873.626950
  nChanged 27
		SP:Iteration 111Q (28326.160000 sec): 3 clusters
  Score: Raw -1803008.674092 + Penalty 3129.591116 = -1799879.082975
  nChanged 23
		SP:Iteration 112Q (28326.360000 sec): 3 clusters
  Score: Raw -1803014.177716 + Penalty 3129.591116 = -1799884.586599
  nChanged 21
		SP:Iteration 113Q (28326.570000 sec): 3 clusters
  Score: Raw -1803018.745928 + Penalty 3129.591116 = -1799889.154812
  nChanged 18
		SP:Iteration 114Q (28326.820000 sec): 3 clusters
  Score: Raw -1803023.313398 + Penalty 3129.591116 = -1799893.722282
  nChanged 15
		SP:Iteration 115Q (28327.060000 sec): 3 clusters
  Score: Raw -1803027.033622 + Penalty 3129.591116 = -1799897.442506
  nChanged 22
		SP:Iteration 116Q (28327.250000 sec): 3 clusters
  Score: Raw -1803034.772619 + Penalty 3129.591116 = -1799905.181503
  nChanged 23
		SP:Iteration 117Q (28327.490000 sec): 3 clusters
  Score: Raw -1803041.795196 + Penalty 3129.591116 = -1799912.204079
  nChanged 20
		SP:Iteration 118Q (28327.710000 sec): 3 clusters
  Score: Raw -1803046.840502 + Penalty 3129.591116 = -1799917.249386
  nChanged 20
		SP:Iteration 119Q (28327.910000 sec): 3 clusters
  Score: Raw -1803052.626790 + Penalty 3129.591116 = -1799923.035673
  nChanged 20
		SP:Iteration 120F (28328.160000 sec): 3 clusters
  Score: Raw -1803059.549556 + Penalty 3129.591116 = -1799929.958440
  nChanged 26
		SP:Iteration 121Q (28328.360000 sec): 3 clusters
  Score: Raw -1803066.394975 + Penalty 3129.591116 = -1799936.803859
  nChanged 18
		SP:Iteration 122Q (28328.600000 sec): 3 clusters
  Score: Raw -1803070.857236 + Penalty 3129.591116 = -1799941.266119
  nChanged 22
		SP:Iteration 123Q (28328.800000 sec): 3 clusters
  Score: Raw -1803077.043667 + Penalty 3129.591116 = -1799947.452551
  nChanged 21
		SP:Iteration 124Q (28329.060000 sec): 3 clusters
  Score: Raw -1803083.442078 + Penalty 3129.591116 = -1799953.850962
  nChanged 19
		SP:Iteration 125Q (28329.320000 sec): 3 clusters
  Score: Raw -1803089.139026 + Penalty 3129.591116 = -1799959.547910
  nChanged 16
		SP:Iteration 126Q (28329.540000 sec): 3 clusters
  Score: Raw -1803093.390036 + Penalty 3129.591116 = -1799963.798920
  nChanged 20
		SP:Iteration 127Q (28329.820000 sec): 3 clusters
  Score: Raw -1803099.683445 + Penalty 3129.591116 = -1799970.092328
  nChanged 23
		SP:Iteration 128Q (28330.060000 sec): 3 clusters
  Score: Raw -1803105.949037 + Penalty 3129.591116 = -1799976.357921
  nChanged 25
		SP:Iteration 129Q (28330.310000 sec): 3 clusters
  Score: Raw -1803113.072443 + Penalty 3129.591116 = -1799983.481326
  nChanged 24
		SP:Iteration 130Q (28330.530000 sec): 3 clusters
  Score: Raw -1803121.669614 + Penalty 3129.591116 = -1799992.078498
  nChanged 24
		SP:Iteration 131Q (28330.770000 sec): 3 clusters
  Score: Raw -1803130.988537 + Penalty 3129.591116 = -1800001.397421
  nChanged 28
		SP:Iteration 132Q (28330.980000 sec): 3 clusters
  Score: Raw -1803140.205520 + Penalty 3129.591116 = -1800010.614404
  nChanged 20
		SP:Iteration 133Q (28331.220000 sec): 3 clusters
  Score: Raw -1803147.677734 + Penalty 3129.591116 = -1800018.086618
  nChanged 16
		SP:Iteration 134Q (28331.450000 sec): 3 clusters
  Score: Raw -1803153.869148 + Penalty 3129.591116 = -1800024.278032
  nChanged 19
		SP:Iteration 135Q (28331.690000 sec): 3 clusters
  Score: Raw -1803160.624888 + Penalty 3129.591116 = -1800031.033772
  nChanged 26
		SP:Iteration 136Q (28331.930000 sec): 3 clusters
  Score: Raw -1803168.617398 + Penalty 3129.591116 = -1800039.026282
  nChanged 14
		SP:Iteration 137Q (28332.160000 sec): 3 clusters
  Score: Raw -1803173.025711 + Penalty 3129.591116 = -1800043.434595
  nChanged 13
		SP:Iteration 138Q (28332.390000 sec): 3 clusters
  Score: Raw -1803176.503576 + Penalty 3129.591116 = -1800046.912460
  nChanged 9
		SP:Iteration 139Q (28332.650000 sec): 3 clusters
  Score: Raw -1803179.839267 + Penalty 3129.591116 = -1800050.248151
  nChanged 6
		SP:Iteration 140F (28332.840000 sec): 3 clusters
  Score: Raw -1803181.622605 + Penalty 3129.591116 = -1800052.031488
  nChanged 3
		SP:Iteration 141Q (28333.050000 sec): 3 clusters
  Score: Raw -1803182.205469 + Penalty 3129.591116 = -1800052.614352
  nChanged 1
		SP:Iteration 142Q (28333.320000 sec): 3 clusters
  Score: Raw -1803182.579971 + Penalty 3129.591116 = -1800052.988854
  nChanged 1
		SP:Iteration 143Q (28333.500000 sec): 3 clusters
  Score: Raw -1803182.727822 + Penalty 3129.591116 = -1800053.136705
  nChanged 1
		SP:Iteration 144Q (28333.740000 sec): 3 clusters
  Score: Raw -1803182.966271 + Penalty 3129.591116 = -1800053.375155
  nChanged 0
		SP:Iteration 145F (28333.990000 sec): 3 clusters
  Score: Raw -1803182.966271 + Penalty 3129.591116 = -1800053.375155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28334.090000 sec): 2 clusters
  Score: Raw -469686.364757 + Penalty 1348.107742 = -468338.257015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28334.280000 sec): 3 clusters
  Score: Raw -467681.157092 + Penalty 2696.215484 = -464984.941609
  nChanged 1593
		SP:Iteration 1F (28334.460000 sec): 3 clusters
  Score: Raw -468655.213298 + Penalty 2696.215484 = -465958.997814
  nChanged 361
		SP:Iteration 2F (28334.640000 sec): 3 clusters
  Score: Raw -468967.831764 + Penalty 2696.215484 = -466271.616280
  nChanged 284
		SP:Iteration 3F (28334.830000 sec): 3 clusters
  Score: Raw -469218.920893 + Penalty 2696.215484 = -466522.705409
  nChanged 250
		SP:Iteration 4F (28335.000000 sec): 3 clusters
  Score: Raw -469462.919243 + Penalty 2696.215484 = -466766.703759
  nChanged 247
		SP:Iteration 5F (28335.200000 sec): 3 clusters
  Score: Raw -469696.619584 + Penalty 2696.215484 = -467000.404100
  nChanged 221
		SP:Iteration 6F (28335.420000 sec): 3 clusters
  Score: Raw -469914.795742 + Penalty 2696.215484 = -467218.580258
  nChanged 186
		SP:Iteration 7Q (28335.610000 sec): 3 clusters
  Score: Raw -470070.734827 + Penalty 2696.215484 = -467374.519343
  nChanged 140
		SP:Iteration 8Q (28335.800000 sec): 3 clusters
  Score: Raw -470189.039911 + Penalty 2696.215484 = -467492.824427
  nChanged 138
		SP:Iteration 9Q (28335.950000 sec): 3 clusters
  Score: Raw -470291.954413 + Penalty 2696.215484 = -467595.738929
  nChanged 99
		SP:Iteration 10Q (28336.190000 sec): 3 clusters
  Score: Raw -470374.205894 + Penalty 2696.215484 = -467677.990410
  nChanged 94
		SP:Iteration 11Q (28336.380000 sec): 3 clusters
  Score: Raw -470448.823916 + Penalty 2696.215484 = -467752.608432
  nChanged 74
		SP:Iteration 12Q (28336.570000 sec): 3 clusters
  Score: Raw -470498.965423 + Penalty 2696.215484 = -467802.749939
  nChanged 57
		SP:Iteration 13Q (28336.750000 sec): 3 clusters
  Score: Raw -470542.065474 + Penalty 2696.215484 = -467845.849990
  nChanged 51
		SP:Iteration 14Q (28336.930000 sec): 3 clusters
  Score: Raw -470598.971532 + Penalty 2696.215484 = -467902.756049
  nChanged 57
		SP:Iteration 15Q (28337.110000 sec): 3 clusters
  Score: Raw -470648.029180 + Penalty 2696.215484 = -467951.813696
  nChanged 55
		SP:Iteration 16Q (28337.300000 sec): 3 clusters
  Score: Raw -470683.437437 + Penalty 2696.215484 = -467987.221953
  nChanged 42
		SP:Iteration 17Q (28337.480000 sec): 3 clusters
  Score: Raw -470702.605431 + Penalty 2696.215484 = -468006.389947
  nChanged 26
		SP:Iteration 18Q (28337.670000 sec): 3 clusters
  Score: Raw -470710.579556 + Penalty 2696.215484 = -468014.364072
  nChanged 16
		SP:Iteration 19Q (28337.830000 sec): 3 clusters
  Score: Raw -470714.860304 + Penalty 2696.215484 = -468018.644820
  nChanged 18
		SP:Iteration 20F (28338.000000 sec): 3 clusters
  Score: Raw -470719.937299 + Penalty 2696.215484 = -468023.721815
  nChanged 13
		SP:Iteration 21Q (28338.190000 sec): 3 clusters
  Score: Raw -470722.852055 + Penalty 2696.215484 = -468026.636571
  nChanged 8
		SP:Iteration 22Q (28338.370000 sec): 3 clusters
  Score: Raw -470725.886954 + Penalty 2696.215484 = -468029.671470
  nChanged 6
		SP:Iteration 23Q (28338.550000 sec): 3 clusters
  Score: Raw -470727.082544 + Penalty 2696.215484 = -468030.867060
  nChanged 1
		SP:Iteration 24Q (28338.770000 sec): 3 clusters
  Score: Raw -470727.220801 + Penalty 2696.215484 = -468031.005317
  nChanged 1
		SP:Iteration 25Q (28338.940000 sec): 3 clusters
  Score: Raw -470727.409749 + Penalty 2696.215484 = -468031.194265
  nChanged 2
		SP:Iteration 26Q (28339.180000 sec): 3 clusters
  Score: Raw -470727.633872 + Penalty 2696.215484 = -468031.418388
  nChanged 2
		SP:Iteration 27Q (28339.330000 sec): 3 clusters
  Score: Raw -470728.020443 + Penalty 2696.215484 = -468031.804959
  nChanged 2
		SP:Iteration 28Q (28339.570000 sec): 3 clusters
  Score: Raw -470728.606106 + Penalty 2696.215484 = -468032.390622
  nChanged 2
		SP:Iteration 29Q (28339.750000 sec): 3 clusters
  Score: Raw -470729.335965 + Penalty 2696.215484 = -468033.120481
  nChanged 5
		SP:Iteration 30Q (28339.900000 sec): 3 clusters
  Score: Raw -470731.006878 + Penalty 2696.215484 = -468034.791394
  nChanged 5
		SP:Iteration 31Q (28340.090000 sec): 3 clusters
  Score: Raw -470732.344872 + Penalty 2696.215484 = -468036.129388
  nChanged 2
		SP:Iteration 32Q (28340.310000 sec): 3 clusters
  Score: Raw -470733.146803 + Penalty 2696.215484 = -468036.931320
  nChanged 3
		SP:Iteration 33Q (28340.510000 sec): 3 clusters
  Score: Raw -470733.737577 + Penalty 2696.215484 = -468037.522093
  nChanged 1
		SP:Iteration 34Q (28340.650000 sec): 3 clusters
  Score: Raw -470734.014689 + Penalty 2696.215484 = -468037.799205
  nChanged 0
		SP:Iteration 35F (28340.870000 sec): 3 clusters
  Score: Raw -470734.014689 + Penalty 2696.215484 = -468037.799205
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28340.950000 sec): 2 clusters
  Score: Raw -446693.579345 + Penalty 1342.119896 = -445351.459448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28341.130000 sec): 3 clusters
  Score: Raw -444803.183658 + Penalty 2684.239793 = -442118.943865
  nChanged 1518
		SP:Iteration 1F (28341.330000 sec): 3 clusters
  Score: Raw -445709.170220 + Penalty 2684.239793 = -443024.930427
  nChanged 316
		SP:Iteration 2F (28341.470000 sec): 3 clusters
  Score: Raw -445936.566691 + Penalty 2684.239793 = -443252.326899
  nChanged 253
		SP:Iteration 3F (28341.680000 sec): 3 clusters
  Score: Raw -446137.210699 + Penalty 2684.239793 = -443452.970906
  nChanged 203
		SP:Iteration 4F (28341.870000 sec): 3 clusters
  Score: Raw -446306.250253 + Penalty 2684.239793 = -443622.010460
  nChanged 186
		SP:Iteration 5Q (28342.060000 sec): 3 clusters
  Score: Raw -446465.520910 + Penalty 2684.239793 = -443781.281117
  nChanged 162
		SP:Iteration 6Q (28342.240000 sec): 3 clusters
  Score: Raw -446646.073791 + Penalty 2684.239793 = -443961.833998
  nChanged 168
		SP:Iteration 7Q (28342.390000 sec): 3 clusters
  Score: Raw -446804.857887 + Penalty 2684.239793 = -444120.618094
  nChanged 152
		SP:Iteration 8Q (28342.610000 sec): 3 clusters
  Score: Raw -446959.755133 + Penalty 2684.239793 = -444275.515340
  nChanged 155
		SP:Iteration 9Q (28342.810000 sec): 3 clusters
  Score: Raw -447115.624014 + Penalty 2684.239793 = -444431.384221
  nChanged 135
		SP:Iteration 10Q (28342.950000 sec): 3 clusters
  Score: Raw -447232.744658 + Penalty 2684.239793 = -444548.504865
  nChanged 126
		SP:Iteration 11Q (28343.150000 sec): 3 clusters
  Score: Raw -447331.122538 + Penalty 2684.239793 = -444646.882745
  nChanged 92
		SP:Iteration 12Q (28343.350000 sec): 3 clusters
  Score: Raw -447392.857270 + Penalty 2684.239793 = -444708.617477
  nChanged 76
		SP:Iteration 13Q (28343.510000 sec): 3 clusters
  Score: Raw -447439.824926 + Penalty 2684.239793 = -444755.585133
  nChanged 56
		SP:Iteration 14Q (28343.660000 sec): 3 clusters
  Score: Raw -447474.636420 + Penalty 2684.239793 = -444790.396627
  nChanged 38
		SP:Iteration 15Q (28343.810000 sec): 3 clusters
  Score: Raw -447498.411270 + Penalty 2684.239793 = -444814.171477
  nChanged 40
		SP:Iteration 16Q (28343.970000 sec): 3 clusters
  Score: Raw -447517.818185 + Penalty 2684.239793 = -444833.578393
  nChanged 31
		SP:Iteration 17Q (28344.110000 sec): 3 clusters
  Score: Raw -447532.858926 + Penalty 2684.239793 = -444848.619133
  nChanged 35
		SP:Iteration 18Q (28344.360000 sec): 3 clusters
  Score: Raw -447548.182876 + Penalty 2684.239793 = -444863.943084
  nChanged 27
		SP:Iteration 19Q (28344.530000 sec): 3 clusters
  Score: Raw -447561.863873 + Penalty 2684.239793 = -444877.624080
  nChanged 27
		SP:Iteration 20F (28344.710000 sec): 3 clusters
  Score: Raw -447575.178800 + Penalty 2684.239793 = -444890.939007
  nChanged 23
		SP:Iteration 21Q (28344.920000 sec): 3 clusters
  Score: Raw -447585.219361 + Penalty 2684.239793 = -444900.979568
  nChanged 27
		SP:Iteration 22Q (28345.090000 sec): 3 clusters
  Score: Raw -447598.820995 + Penalty 2684.239793 = -444914.581202
  nChanged 37
		SP:Iteration 23Q (28345.280000 sec): 3 clusters
  Score: Raw -447614.215159 + Penalty 2684.239793 = -444929.975366
  nChanged 30
		SP:Iteration 24Q (28345.450000 sec): 3 clusters
  Score: Raw -447623.596091 + Penalty 2684.239793 = -444939.356298
  nChanged 17
		SP:Iteration 25Q (28345.620000 sec): 3 clusters
  Score: Raw -447627.698692 + Penalty 2684.239793 = -444943.458899
  nChanged 6
		SP:Iteration 26Q (28345.830000 sec): 3 clusters
  Score: Raw -447628.959633 + Penalty 2684.239793 = -444944.719840
  nChanged 6
		SP:Iteration 27Q (28346.030000 sec): 3 clusters
  Score: Raw -447631.236642 + Penalty 2684.239793 = -444946.996849
  nChanged 5
		SP:Iteration 28Q (28346.180000 sec): 3 clusters
  Score: Raw -447633.019277 + Penalty 2684.239793 = -444948.779484
  nChanged 3
		SP:Iteration 29Q (28346.400000 sec): 3 clusters
  Score: Raw -447633.759969 + Penalty 2684.239793 = -444949.520176
  nChanged 2
		SP:Iteration 30Q (28346.570000 sec): 3 clusters
  Score: Raw -447633.950529 + Penalty 2684.239793 = -444949.710736
  nChanged 1
		SP:Iteration 31Q (28346.750000 sec): 3 clusters
  Score: Raw -447634.349194 + Penalty 2684.239793 = -444950.109401
  nChanged 1
		SP:Iteration 32Q (28346.950000 sec): 3 clusters
  Score: Raw -447634.716777 + Penalty 2684.239793 = -444950.476984
  nChanged 0
		SP:Iteration 33F (28347.130000 sec): 3 clusters
  Score: Raw -447634.716777 + Penalty 2684.239793 = -444950.476984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28347.220000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28347.390000 sec): 3 clusters
  Score: Raw -13702.098850 + Penalty 1563.959915 = -12138.138935
  nChanged 6
		SP:Iteration 1Q (28347.580000 sec): 3 clusters
  Score: Raw -13732.848035 + Penalty 1563.959915 = -12168.888120
  nChanged 2
		SP:Iteration 2Q (28347.710000 sec): 3 clusters
  Score: Raw -13742.714293 + Penalty 1563.959915 = -12178.754378
  nChanged 0
		SP:Iteration 3F (28347.940000 sec): 3 clusters
  Score: Raw -13742.714293 + Penalty 1563.959915 = -12178.754378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28348.030000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28348.190000 sec): 3 clusters
  Score: Raw -59373.178559 + Penalty 2030.613934 = -57342.564625
  nChanged 132
		SP:Iteration 1F (28348.330000 sec): 3 clusters
  Score: Raw -59542.797135 + Penalty 2030.613934 = -57512.183201
  nChanged 32
		SP:Iteration 2F (28348.510000 sec): 3 clusters
  Score: Raw -59588.684205 + Penalty 2030.613934 = -57558.070271
  nChanged 11
		SP:Iteration 3Q (28348.670000 sec): 3 clusters
  Score: Raw -59601.000790 + Penalty 2030.613934 = -57570.386855
  nChanged 4
		SP:Iteration 4Q (28348.860000 sec): 3 clusters
  Score: Raw -59609.189479 + Penalty 2030.613934 = -57578.575545
  nChanged 1
		SP:Iteration 5Q (28349.030000 sec): 3 clusters
  Score: Raw -59611.355667 + Penalty 2030.613934 = -57580.741733
  nChanged 1
		SP:Iteration 6Q (28349.220000 sec): 3 clusters
  Score: Raw -59612.484344 + Penalty 2030.613934 = -57581.870410
  nChanged 0
		SP:Iteration 7F (28349.400000 sec): 3 clusters
  Score: Raw -59612.484344 + Penalty 2030.613934 = -57581.870410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28349.490000 sec): 2 clusters
  Score: Raw -378266.372898 + Penalty 1315.881218 = -376950.491680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28349.680000 sec): 3 clusters
  Score: Raw -376693.168063 + Penalty 2631.762436 = -374061.405626
  nChanged 1261
		SP:Iteration 1F (28349.870000 sec): 3 clusters
  Score: Raw -377462.312513 + Penalty 2631.762436 = -374830.550077
  nChanged 289
		SP:Iteration 2F (28350.000000 sec): 3 clusters
  Score: Raw -377660.254098 + Penalty 2631.762436 = -375028.491661
  nChanged 183
		SP:Iteration 3F (28350.170000 sec): 3 clusters
  Score: Raw -377764.356220 + Penalty 2631.762436 = -375132.593784
  nChanged 125
		SP:Iteration 4Q (28350.370000 sec): 3 clusters
  Score: Raw -377830.450464 + Penalty 2631.762436 = -375198.688028
  nChanged 96
		SP:Iteration 5Q (28350.530000 sec): 3 clusters
  Score: Raw -377875.843569 + Penalty 2631.762436 = -375244.081133
  nChanged 82
		SP:Iteration 6Q (28350.750000 sec): 3 clusters
  Score: Raw -377910.690225 + Penalty 2631.762436 = -375278.927789
  nChanged 87
		SP:Iteration 7Q (28350.950000 sec): 3 clusters
  Score: Raw -377952.340834 + Penalty 2631.762436 = -375320.578398
  nChanged 78
		SP:Iteration 8Q (28351.130000 sec): 3 clusters
  Score: Raw -377992.005911 + Penalty 2631.762436 = -375360.243475
  nChanged 81
		SP:Iteration 9Q (28351.320000 sec): 3 clusters
  Score: Raw -378046.516694 + Penalty 2631.762436 = -375414.754258
  nChanged 116
		SP:Iteration 10Q (28351.470000 sec): 3 clusters
  Score: Raw -378145.715567 + Penalty 2631.762436 = -375513.953131
  nChanged 148
		SP:Iteration 11Q (28351.660000 sec): 3 clusters
  Score: Raw -378266.430919 + Penalty 2631.762436 = -375634.668483
  nChanged 141
		SP:Iteration 12Q (28351.850000 sec): 3 clusters
  Score: Raw -378402.022322 + Penalty 2631.762436 = -375770.259886
  nChanged 130
		SP:Iteration 13Q (28352.020000 sec): 3 clusters
  Score: Raw -378538.953216 + Penalty 2631.762436 = -375907.190780
  nChanged 115
		SP:Iteration 14Q (28352.220000 sec): 3 clusters
  Score: Raw -378653.438616 + Penalty 2631.762436 = -376021.676179
  nChanged 83
		SP:Iteration 15Q (28352.390000 sec): 3 clusters
  Score: Raw -378735.247129 + Penalty 2631.762436 = -376103.484693
  nChanged 67
		SP:Iteration 16Q (28352.570000 sec): 3 clusters
  Score: Raw -378801.406203 + Penalty 2631.762436 = -376169.643766
  nChanged 60
		SP:Iteration 17Q (28352.770000 sec): 3 clusters
  Score: Raw -378874.732130 + Penalty 2631.762436 = -376242.969693
  nChanged 68
		SP:Iteration 18Q (28352.970000 sec): 3 clusters
  Score: Raw -378931.493307 + Penalty 2631.762436 = -376299.730870
  nChanged 48
		SP:Iteration 19Q (28353.130000 sec): 3 clusters
  Score: Raw -378971.105907 + Penalty 2631.762436 = -376339.343471
  nChanged 38
		SP:Iteration 20F (28353.320000 sec): 3 clusters
  Score: Raw -379060.615815 + Penalty 2631.762436 = -376428.853379
  nChanged 36
		SP:Iteration 21Q (28353.490000 sec): 3 clusters
  Score: Raw -379112.232570 + Penalty 2631.762436 = -376480.470133
  nChanged 37
		SP:Iteration 22Q (28353.660000 sec): 3 clusters
  Score: Raw -379139.727826 + Penalty 2631.762436 = -376507.965390
  nChanged 30
		SP:Iteration 23Q (28353.850000 sec): 3 clusters
  Score: Raw -379154.886326 + Penalty 2631.762436 = -376523.123890
  nChanged 25
		SP:Iteration 24Q (28354.020000 sec): 3 clusters
  Score: Raw -379167.109128 + Penalty 2631.762436 = -376535.346692
  nChanged 13
		SP:Iteration 25Q (28354.240000 sec): 3 clusters
  Score: Raw -379171.885357 + Penalty 2631.762436 = -376540.122920
  nChanged 10
		SP:Iteration 26Q (28354.400000 sec): 3 clusters
  Score: Raw -379177.548692 + Penalty 2631.762436 = -376545.786256
  nChanged 8
		SP:Iteration 27Q (28354.570000 sec): 3 clusters
  Score: Raw -379180.581880 + Penalty 2631.762436 = -376548.819444
  nChanged 4
		SP:Iteration 28Q (28354.780000 sec): 3 clusters
  Score: Raw -379183.243355 + Penalty 2631.762436 = -376551.480918
  nChanged 7
		SP:Iteration 29Q (28354.970000 sec): 3 clusters
  Score: Raw -379187.689262 + Penalty 2631.762436 = -376555.926826
  nChanged 11
		SP:Iteration 30Q (28355.150000 sec): 3 clusters
  Score: Raw -379192.293473 + Penalty 2631.762436 = -376560.531036
  nChanged 6
		SP:Iteration 31Q (28355.290000 sec): 3 clusters
  Score: Raw -379193.884935 + Penalty 2631.762436 = -376562.122499
  nChanged 2
		SP:Iteration 32Q (28355.470000 sec): 3 clusters
  Score: Raw -379194.743961 + Penalty 2631.762436 = -376562.981525
  nChanged 4
		SP:Iteration 33Q (28355.650000 sec): 3 clusters
  Score: Raw -379196.495863 + Penalty 2631.762436 = -376564.733426
  nChanged 9
		SP:Iteration 34Q (28355.830000 sec): 3 clusters
  Score: Raw -379199.649056 + Penalty 2631.762436 = -376567.886619
  nChanged 5
		SP:Iteration 35Q (28356.010000 sec): 3 clusters
  Score: Raw -379201.016345 + Penalty 2631.762436 = -376569.253908
  nChanged 4
		SP:Iteration 36Q (28356.210000 sec): 3 clusters
  Score: Raw -379202.971268 + Penalty 2631.762436 = -376571.208831
  nChanged 2
		SP:Iteration 37Q (28356.360000 sec): 3 clusters
  Score: Raw -379203.638389 + Penalty 2631.762436 = -376571.875952
  nChanged 1
		SP:Iteration 38Q (28356.590000 sec): 3 clusters
  Score: Raw -379203.850443 + Penalty 2631.762436 = -376572.088007
  nChanged 0
		SP:Iteration 39F (28356.730000 sec): 3 clusters
  Score: Raw -379203.850443 + Penalty 2631.762436 = -376572.088007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28356.810000 sec): 2 clusters
  Score: Raw -113237.923956 + Penalty 1135.467165 = -112102.456791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28356.980000 sec): 3 clusters
  Score: Raw -112935.370062 + Penalty 2270.934330 = -110664.435731
  nChanged 340
		SP:Iteration 1F (28357.160000 sec): 3 clusters
  Score: Raw -113321.141486 + Penalty 2270.934330 = -111050.207156
  nChanged 109
		SP:Iteration 2F (28357.370000 sec): 3 clusters
  Score: Raw -113476.221563 + Penalty 2270.934330 = -111205.287233
  nChanged 61
		SP:Iteration 3F (28357.530000 sec): 3 clusters
  Score: Raw -113557.008394 + Penalty 2270.934330 = -111286.074064
  nChanged 38
		SP:Iteration 4Q (28357.730000 sec): 3 clusters
  Score: Raw -113616.414777 + Penalty 2270.934330 = -111345.480447
  nChanged 29
		SP:Iteration 5Q (28357.930000 sec): 3 clusters
  Score: Raw -113673.309957 + Penalty 2270.934330 = -111402.375627
  nChanged 26
		SP:Iteration 6Q (28358.110000 sec): 3 clusters
  Score: Raw -113710.928502 + Penalty 2270.934330 = -111439.994172
  nChanged 16
		SP:Iteration 7Q (28358.250000 sec): 3 clusters
  Score: Raw -113734.319064 + Penalty 2270.934330 = -111463.384734
  nChanged 15
		SP:Iteration 8Q (28358.440000 sec): 3 clusters
  Score: Raw -113749.285580 + Penalty 2270.934330 = -111478.351249
  nChanged 10
		SP:Iteration 9Q (28358.570000 sec): 3 clusters
  Score: Raw -113759.706739 + Penalty 2270.934330 = -111488.772409
  nChanged 5
		SP:Iteration 10Q (28358.760000 sec): 3 clusters
  Score: Raw -113765.060489 + Penalty 2270.934330 = -111494.126159
  nChanged 5
		SP:Iteration 11Q (28358.890000 sec): 3 clusters
  Score: Raw -113775.026200 + Penalty 2270.934330 = -111504.091869
  nChanged 3
		SP:Iteration 12Q (28359.110000 sec): 3 clusters
  Score: Raw -113777.241951 + Penalty 2270.934330 = -111506.307621
  nChanged 4
		SP:Iteration 13Q (28359.250000 sec): 3 clusters
  Score: Raw -113780.690864 + Penalty 2270.934330 = -111509.756534
  nChanged 2
		SP:Iteration 14Q (28359.430000 sec): 3 clusters
  Score: Raw -113782.670009 + Penalty 2270.934330 = -111511.735679
  nChanged 3
		SP:Iteration 15Q (28359.610000 sec): 3 clusters
  Score: Raw -113784.788316 + Penalty 2270.934330 = -111513.853985
  nChanged 1
		SP:Iteration 16Q (28359.760000 sec): 3 clusters
  Score: Raw -113785.006790 + Penalty 2270.934330 = -111514.072460
  nChanged 0
		SP:Iteration 17F (28359.950000 sec): 3 clusters
  Score: Raw -113785.006790 + Penalty 2270.934330 = -111514.072460
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28360.070000 sec): 2 clusters
  Score: Raw -261347.506931 + Penalty 1250.190767 = -260097.316165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28360.250000 sec): 3 clusters
  Score: Raw -260349.072169 + Penalty 2500.381533 = -257848.690636
  nChanged 765
		SP:Iteration 1F (28360.450000 sec): 3 clusters
  Score: Raw -260814.881440 + Penalty 2500.381533 = -258314.499907
  nChanged 190
		SP:Iteration 2F (28360.590000 sec): 3 clusters
  Score: Raw -260985.252411 + Penalty 2500.381533 = -258484.870877
  nChanged 135
		SP:Iteration 3F (28360.810000 sec): 3 clusters
  Score: Raw -261088.680535 + Penalty 2500.381533 = -258588.299001
  nChanged 108
		SP:Iteration 4Q (28360.990000 sec): 3 clusters
  Score: Raw -261168.189798 + Penalty 2500.381533 = -258667.808265
  nChanged 72
		SP:Iteration 5Q (28361.140000 sec): 3 clusters
  Score: Raw -261213.452817 + Penalty 2500.381533 = -258713.071284
  nChanged 51
		SP:Iteration 6Q (28361.340000 sec): 3 clusters
  Score: Raw -261241.952714 + Penalty 2500.381533 = -258741.571180
  nChanged 39
		SP:Iteration 7Q (28361.490000 sec): 3 clusters
  Score: Raw -261260.521653 + Penalty 2500.381533 = -258760.140120
  nChanged 30
		SP:Iteration 8Q (28361.640000 sec): 3 clusters
  Score: Raw -261271.975844 + Penalty 2500.381533 = -258771.594310
  nChanged 20
		SP:Iteration 9Q (28361.850000 sec): 3 clusters
  Score: Raw -261280.816439 + Penalty 2500.381533 = -258780.434906
  nChanged 20
		SP:Iteration 10Q (28362.040000 sec): 3 clusters
  Score: Raw -261293.301481 + Penalty 2500.381533 = -258792.919948
  nChanged 24
		SP:Iteration 11Q (28362.180000 sec): 3 clusters
  Score: Raw -261304.733829 + Penalty 2500.381533 = -258804.352296
  nChanged 27
		SP:Iteration 12Q (28362.370000 sec): 3 clusters
  Score: Raw -261322.117577 + Penalty 2500.381533 = -258821.736044
  nChanged 32
		SP:Iteration 13Q (28362.530000 sec): 3 clusters
  Score: Raw -261339.897346 + Penalty 2500.381533 = -258839.515813
  nChanged 34
		SP:Iteration 14Q (28362.680000 sec): 3 clusters
  Score: Raw -261360.631310 + Penalty 2500.381533 = -258860.249777
  nChanged 31
		SP:Iteration 15Q (28362.860000 sec): 3 clusters
  Score: Raw -261383.118477 + Penalty 2500.381533 = -258882.736944
  nChanged 30
		SP:Iteration 16Q (28363.070000 sec): 3 clusters
  Score: Raw -261401.041470 + Penalty 2500.381533 = -258900.659936
  nChanged 32
		SP:Iteration 17Q (28363.260000 sec): 3 clusters
  Score: Raw -261421.112926 + Penalty 2500.381533 = -258920.731393
  nChanged 24
		SP:Iteration 18Q (28363.400000 sec): 3 clusters
  Score: Raw -261435.114147 + Penalty 2500.381533 = -258934.732614
  nChanged 23
		SP:Iteration 19Q (28363.590000 sec): 3 clusters
  Score: Raw -261448.373796 + Penalty 2500.381533 = -258947.992262
  nChanged 25
		SP:Iteration 20F (28363.750000 sec): 3 clusters
  Score: Raw -261467.146300 + Penalty 2500.381533 = -258966.764767
  nChanged 26
		SP:Iteration 21Q (28363.960000 sec): 3 clusters
  Score: Raw -261481.553234 + Penalty 2500.381533 = -258981.171700
  nChanged 23
		SP:Iteration 22Q (28364.140000 sec): 3 clusters
  Score: Raw -261495.979262 + Penalty 2500.381533 = -258995.597729
  nChanged 23
		SP:Iteration 23Q (28364.310000 sec): 3 clusters
  Score: Raw -261512.853009 + Penalty 2500.381533 = -259012.471476
  nChanged 23
		SP:Iteration 24Q (28364.540000 sec): 3 clusters
  Score: Raw -261527.789998 + Penalty 2500.381533 = -259027.408465
  nChanged 14
		SP:Iteration 25Q (28364.680000 sec): 3 clusters
  Score: Raw -261534.045966 + Penalty 2500.381533 = -259033.664433
  nChanged 14
		SP:Iteration 26Q (28364.900000 sec): 3 clusters
  Score: Raw -261538.410362 + Penalty 2500.381533 = -259038.028829
  nChanged 10
		SP:Iteration 27Q (28365.090000 sec): 3 clusters
  Score: Raw -261541.933670 + Penalty 2500.381533 = -259041.552137
  nChanged 14
		SP:Iteration 28Q (28365.260000 sec): 3 clusters
  Score: Raw -261549.510269 + Penalty 2500.381533 = -259049.128736
  nChanged 14
		SP:Iteration 29Q (28365.420000 sec): 3 clusters
  Score: Raw -261558.348089 + Penalty 2500.381533 = -259057.966556
  nChanged 8
		SP:Iteration 30Q (28365.570000 sec): 3 clusters
  Score: Raw -261563.838716 + Penalty 2500.381533 = -259063.457183
  nChanged 15
		SP:Iteration 31Q (28365.760000 sec): 3 clusters
  Score: Raw -261569.331897 + Penalty 2500.381533 = -259068.950363
  nChanged 12
		SP:Iteration 32Q (28365.940000 sec): 3 clusters
  Score: Raw -261573.931389 + Penalty 2500.381533 = -259073.549856
  nChanged 7
		SP:Iteration 33Q (28366.120000 sec): 3 clusters
  Score: Raw -261576.573294 + Penalty 2500.381533 = -259076.191760
  nChanged 7
		SP:Iteration 34Q (28366.280000 sec): 3 clusters
  Score: Raw -261580.359360 + Penalty 2500.381533 = -259079.977826
  nChanged 8
		SP:Iteration 35Q (28366.480000 sec): 3 clusters
  Score: Raw -261584.789482 + Penalty 2500.381533 = -259084.407949
  nChanged 7
		SP:Iteration 36Q (28366.640000 sec): 3 clusters
  Score: Raw -261587.573475 + Penalty 2500.381533 = -259087.191942
  nChanged 2
		SP:Iteration 37Q (28366.800000 sec): 3 clusters
  Score: Raw -261587.983438 + Penalty 2500.381533 = -259087.601905
  nChanged 1
		SP:Iteration 38Q (28366.970000 sec): 3 clusters
  Score: Raw -261588.714481 + Penalty 2500.381533 = -259088.332947
  nChanged 2
		SP:Iteration 39Q (28367.170000 sec): 3 clusters
  Score: Raw -261589.694208 + Penalty 2500.381533 = -259089.312674
  nChanged 4
		SP:Iteration 40F (28367.330000 sec): 3 clusters
  Score: Raw -261592.554906 + Penalty 2500.381533 = -259092.173373
  nChanged 5
		SP:Iteration 41Q (28367.480000 sec): 3 clusters
  Score: Raw -261595.062923 + Penalty 2500.381533 = -259094.681389
  nChanged 3
		SP:Iteration 42Q (28367.640000 sec): 3 clusters
  Score: Raw -261596.562773 + Penalty 2500.381533 = -259096.181240
  nChanged 2
		SP:Iteration 43Q (28367.830000 sec): 3 clusters
  Score: Raw -261597.358789 + Penalty 2500.381533 = -259096.977256
  nChanged 2
		SP:Iteration 44Q (28368.030000 sec): 3 clusters
  Score: Raw -261599.044839 + Penalty 2500.381533 = -259098.663306
  nChanged 3
		SP:Iteration 45Q (28368.200000 sec): 3 clusters
  Score: Raw -261601.494822 + Penalty 2500.381533 = -259101.113289
  nChanged 3
		SP:Iteration 46Q (28368.340000 sec): 3 clusters
  Score: Raw -261603.681814 + Penalty 2500.381533 = -259103.300280
  nChanged 2
		SP:Iteration 47Q (28368.520000 sec): 3 clusters
  Score: Raw -261605.103442 + Penalty 2500.381533 = -259104.721909
  nChanged 4
		SP:Iteration 48Q (28368.680000 sec): 3 clusters
  Score: Raw -261606.608618 + Penalty 2500.381533 = -259106.227085
  nChanged 2
		SP:Iteration 49Q (28368.880000 sec): 3 clusters
  Score: Raw -261608.302118 + Penalty 2500.381533 = -259107.920585
  nChanged 4
		SP:Iteration 50Q (28369.080000 sec): 3 clusters
  Score: Raw -261610.333233 + Penalty 2500.381533 = -259109.951700
  nChanged 3
		SP:Iteration 51Q (28369.240000 sec): 3 clusters
  Score: Raw -261611.871810 + Penalty 2500.381533 = -259111.490277
  nChanged 3
		SP:Iteration 52Q (28369.400000 sec): 3 clusters
  Score: Raw -261613.377362 + Penalty 2500.381533 = -259112.995828
  nChanged 5
		SP:Iteration 53Q (28369.540000 sec): 3 clusters
  Score: Raw -261614.481026 + Penalty 2500.381533 = -259114.099493
  nChanged 2
		SP:Iteration 54Q (28369.710000 sec): 3 clusters
  Score: Raw -261615.155417 + Penalty 2500.381533 = -259114.773884
  nChanged 1
		SP:Iteration 55Q (28369.870000 sec): 3 clusters
  Score: Raw -261615.601750 + Penalty 2500.381533 = -259115.220217
  nChanged 1
		SP:Iteration 56Q (28370.020000 sec): 3 clusters
  Score: Raw -261615.830701 + Penalty 2500.381533 = -259115.449168
  nChanged 0
		SP:Iteration 57F (28370.220000 sec): 3 clusters
  Score: Raw -261615.830701 + Penalty 2500.381533 = -259115.449168
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28370.290000 sec): 2 clusters
  Score: Raw -310881.934735 + Penalty 1283.310677 = -309598.624058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28370.510000 sec): 3 clusters
  Score: Raw -309651.767980 + Penalty 2566.621354 = -307085.146627
  nChanged 989
		SP:Iteration 1F (28370.640000 sec): 3 clusters
  Score: Raw -310265.904768 + Penalty 2566.621354 = -307699.283415
  nChanged 241
		SP:Iteration 2F (28370.820000 sec): 3 clusters
  Score: Raw -310495.580372 + Penalty 2566.621354 = -307928.959019
  nChanged 184
		SP:Iteration 3F (28370.990000 sec): 3 clusters
  Score: Raw -310651.999301 + Penalty 2566.621354 = -308085.377947
  nChanged 162
		SP:Iteration 4F (28371.150000 sec): 3 clusters
  Score: Raw -310813.460337 + Penalty 2566.621354 = -308246.838983
  nChanged 151
		SP:Iteration 5F (28371.330000 sec): 3 clusters
  Score: Raw -310959.598653 + Penalty 2566.621354 = -308392.977299
  nChanged 105
		SP:Iteration 6Q (28371.490000 sec): 3 clusters
  Score: Raw -311071.769483 + Penalty 2566.621354 = -308505.148129
  nChanged 97
		SP:Iteration 7Q (28371.670000 sec): 3 clusters
  Score: Raw -311141.806803 + Penalty 2566.621354 = -308575.185449
  nChanged 71
		SP:Iteration 8Q (28371.870000 sec): 3 clusters
  Score: Raw -311184.525543 + Penalty 2566.621354 = -308617.904189
  nChanged 50
		SP:Iteration 9Q (28372.020000 sec): 3 clusters
  Score: Raw -311216.173455 + Penalty 2566.621354 = -308649.552102
  nChanged 46
		SP:Iteration 10Q (28372.230000 sec): 3 clusters
  Score: Raw -311242.142747 + Penalty 2566.621354 = -308675.521393
  nChanged 33
		SP:Iteration 11Q (28372.380000 sec): 3 clusters
  Score: Raw -311260.862462 + Penalty 2566.621354 = -308694.241108
  nChanged 21
		SP:Iteration 12Q (28372.570000 sec): 3 clusters
  Score: Raw -311273.807899 + Penalty 2566.621354 = -308707.186546
  nChanged 19
		SP:Iteration 13Q (28372.740000 sec): 3 clusters
  Score: Raw -311280.474207 + Penalty 2566.621354 = -308713.852853
  nChanged 9
		SP:Iteration 14Q (28372.880000 sec): 3 clusters
  Score: Raw -311283.483699 + Penalty 2566.621354 = -308716.862346
  nChanged 11
		SP:Iteration 15Q (28373.060000 sec): 3 clusters
  Score: Raw -311287.526655 + Penalty 2566.621354 = -308720.905301
  nChanged 8
		SP:Iteration 16Q (28373.230000 sec): 3 clusters
  Score: Raw -311290.148972 + Penalty 2566.621354 = -308723.527619
  nChanged 4
		SP:Iteration 17Q (28373.420000 sec): 3 clusters
  Score: Raw -311291.490790 + Penalty 2566.621354 = -308724.869437
  nChanged 1
		SP:Iteration 18Q (28373.620000 sec): 3 clusters
  Score: Raw -311291.847555 + Penalty 2566.621354 = -308725.226201
  nChanged 1
		SP:Iteration 19Q (28373.800000 sec): 3 clusters
  Score: Raw -311292.099430 + Penalty 2566.621354 = -308725.478076
  nChanged 1
		SP:Iteration 20F (28373.980000 sec): 3 clusters
  Score: Raw -311292.348888 + Penalty 2566.621354 = -308725.727534
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28374.110000 sec): 2 clusters
  Score: Raw -589606.690395 + Penalty 1382.574773 = -588224.115622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28374.320000 sec): 3 clusters
  Score: Raw -587030.477488 + Penalty 2765.149545 = -584265.327943
  nChanged 2024
		SP:Iteration 1F (28374.520000 sec): 3 clusters
  Score: Raw -588060.327321 + Penalty 2765.149545 = -585295.177776
  nChanged 348
		SP:Iteration 2F (28374.720000 sec): 3 clusters
  Score: Raw -588252.702620 + Penalty 2765.149545 = -585487.553075
  nChanged 249
		SP:Iteration 3F (28374.920000 sec): 3 clusters
  Score: Raw -588378.012852 + Penalty 2765.149545 = -585612.863307
  nChanged 211
		SP:Iteration 4Q (28375.130000 sec): 3 clusters
  Score: Raw -588479.120601 + Penalty 2765.149545 = -585713.971056
  nChanged 194
		SP:Iteration 5Q (28375.300000 sec): 3 clusters
  Score: Raw -588570.942210 + Penalty 2765.149545 = -585805.792665
  nChanged 197
		SP:Iteration 6Q (28375.480000 sec): 3 clusters
  Score: Raw -588681.761119 + Penalty 2765.149545 = -585916.611574
  nChanged 194
		SP:Iteration 7Q (28375.660000 sec): 3 clusters
  Score: Raw -588786.104121 + Penalty 2765.149545 = -586020.954576
  nChanged 163
		SP:Iteration 8Q (28375.860000 sec): 3 clusters
  Score: Raw -588870.936916 + Penalty 2765.149545 = -586105.787371
  nChanged 161
		SP:Iteration 9Q (28376.020000 sec): 3 clusters
  Score: Raw -588959.850390 + Penalty 2765.149545 = -586194.700845
  nChanged 155
		SP:Iteration 10Q (28376.220000 sec): 3 clusters
  Score: Raw -589042.924257 + Penalty 2765.149545 = -586277.774712
  nChanged 130
		SP:Iteration 11Q (28376.360000 sec): 3 clusters
  Score: Raw -589122.329124 + Penalty 2765.149545 = -586357.179579
  nChanged 146
		SP:Iteration 12Q (28376.550000 sec): 3 clusters
  Score: Raw -589222.759416 + Penalty 2765.149545 = -586457.609871
  nChanged 124
		SP:Iteration 13Q (28376.760000 sec): 3 clusters
  Score: Raw -589295.144906 + Penalty 2765.149545 = -586529.995361
  nChanged 104
		SP:Iteration 14Q (28376.950000 sec): 3 clusters
  Score: Raw -589364.024216 + Penalty 2765.149545 = -586598.874671
  nChanged 93
		SP:Iteration 15Q (28377.160000 sec): 3 clusters
  Score: Raw -589416.531690 + Penalty 2765.149545 = -586651.382145
  nChanged 84
		SP:Iteration 16Q (28377.320000 sec): 3 clusters
  Score: Raw -589466.472338 + Penalty 2765.149545 = -586701.322793
  nChanged 78
		SP:Iteration 17Q (28377.480000 sec): 3 clusters
  Score: Raw -589514.369959 + Penalty 2765.149545 = -586749.220413
  nChanged 71
		SP:Iteration 18Q (28377.670000 sec): 3 clusters
  Score: Raw -589553.289855 + Penalty 2765.149545 = -586788.140310
  nChanged 56
		SP:Iteration 19Q (28377.820000 sec): 3 clusters
  Score: Raw -589588.609556 + Penalty 2765.149545 = -586823.460010
  nChanged 62
		SP:Iteration 20F (28378.020000 sec): 3 clusters
  Score: Raw -589626.217653 + Penalty 2765.149545 = -586861.068108
  nChanged 53
		SP:Iteration 21Q (28378.160000 sec): 3 clusters
  Score: Raw -589660.371630 + Penalty 2765.149545 = -586895.222085
  nChanged 45
		SP:Iteration 22Q (28378.360000 sec): 3 clusters
  Score: Raw -589688.863750 + Penalty 2765.149545 = -586923.714204
  nChanged 48
		SP:Iteration 23Q (28378.530000 sec): 3 clusters
  Score: Raw -589721.586386 + Penalty 2765.149545 = -586956.436841
  nChanged 42
		SP:Iteration 24Q (28378.690000 sec): 3 clusters
  Score: Raw -589756.665989 + Penalty 2765.149545 = -586991.516444
  nChanged 43
		SP:Iteration 25Q (28378.870000 sec): 3 clusters
  Score: Raw -589787.786216 + Penalty 2765.149545 = -587022.636671
  nChanged 37
		SP:Iteration 26Q (28379.040000 sec): 3 clusters
  Score: Raw -589808.038832 + Penalty 2765.149545 = -587042.889286
  nChanged 26
		SP:Iteration 27Q (28379.250000 sec): 3 clusters
  Score: Raw -589828.915065 + Penalty 2765.149545 = -587063.765519
  nChanged 33
		SP:Iteration 28Q (28379.430000 sec): 3 clusters
  Score: Raw -589852.424422 + Penalty 2765.149545 = -587087.274876
  nChanged 25
		SP:Iteration 29Q (28379.590000 sec): 3 clusters
  Score: Raw -589863.909753 + Penalty 2765.149545 = -587098.760207
  nChanged 20
		SP:Iteration 30Q (28379.750000 sec): 3 clusters
  Score: Raw -589874.227056 + Penalty 2765.149545 = -587109.077511
  nChanged 14
		SP:Iteration 31Q (28379.940000 sec): 3 clusters
  Score: Raw -589883.214239 + Penalty 2765.149545 = -587118.064694
  nChanged 12
		SP:Iteration 32Q (28380.140000 sec): 3 clusters
  Score: Raw -589888.242564 + Penalty 2765.149545 = -587123.093019
  nChanged 10
		SP:Iteration 33Q (28380.320000 sec): 3 clusters
  Score: Raw -589893.281653 + Penalty 2765.149545 = -587128.132108
  nChanged 8
		SP:Iteration 34Q (28380.510000 sec): 3 clusters
  Score: Raw -589896.597601 + Penalty 2765.149545 = -587131.448056
  nChanged 5
		SP:Iteration 35Q (28380.700000 sec): 3 clusters
  Score: Raw -589899.176090 + Penalty 2765.149545 = -587134.026544
  nChanged 4
		SP:Iteration 36Q (28380.870000 sec): 3 clusters
  Score: Raw -589902.660590 + Penalty 2765.149545 = -587137.511045
  nChanged 9
		SP:Iteration 37Q (28381.080000 sec): 3 clusters
  Score: Raw -589907.317032 + Penalty 2765.149545 = -587142.167487
  nChanged 9
		SP:Iteration 38Q (28381.290000 sec): 3 clusters
  Score: Raw -589911.026261 + Penalty 2765.149545 = -587145.876715
  nChanged 4
		SP:Iteration 39Q (28381.490000 sec): 3 clusters
  Score: Raw -589912.513963 + Penalty 2765.149545 = -587147.364418
  nChanged 4
		SP:Iteration 40F (28381.650000 sec): 3 clusters
  Score: Raw -589915.422114 + Penalty 2765.149545 = -587150.272569
  nChanged 4
		SP:Iteration 41Q (28381.840000 sec): 3 clusters
  Score: Raw -589916.941499 + Penalty 2765.149545 = -587151.791954
  nChanged 4
		SP:Iteration 42Q (28381.990000 sec): 3 clusters
  Score: Raw -589918.196211 + Penalty 2765.149545 = -587153.046666
  nChanged 6
		SP:Iteration 43Q (28382.180000 sec): 3 clusters
  Score: Raw -589919.695826 + Penalty 2765.149545 = -587154.546280
  nChanged 3
		SP:Iteration 44Q (28382.330000 sec): 3 clusters
  Score: Raw -589920.415229 + Penalty 2765.149545 = -587155.265684
  nChanged 1
		SP:Iteration 45Q (28382.510000 sec): 3 clusters
  Score: Raw -589920.770043 + Penalty 2765.149545 = -587155.620497
  nChanged 0
		SP:Iteration 46F (28382.730000 sec): 3 clusters
  Score: Raw -589920.770043 + Penalty 2765.149545 = -587155.620497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28382.830000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28383.030000 sec): 3 clusters
  Score: Raw -45398.576395 + Penalty 1952.864285 = -43445.712110
  nChanged 100
		SP:Iteration 1F (28383.150000 sec): 3 clusters
  Score: Raw -45570.708293 + Penalty 1952.864285 = -43617.844008
  nChanged 23
		SP:Iteration 2F (28383.360000 sec): 3 clusters
  Score: Raw -45620.888485 + Penalty 1952.864285 = -43668.024200
  nChanged 11
		SP:Iteration 3Q (28383.530000 sec): 3 clusters
  Score: Raw -45643.662674 + Penalty 1952.864285 = -43690.798389
  nChanged 5
		SP:Iteration 4Q (28383.700000 sec): 3 clusters
  Score: Raw -45654.967908 + Penalty 1952.864285 = -43702.103623
  nChanged 4
		SP:Iteration 5Q (28383.840000 sec): 3 clusters
  Score: Raw -45660.207379 + Penalty 1952.864285 = -43707.343093
  nChanged 2
		SP:Iteration 6Q (28384.030000 sec): 3 clusters
  Score: Raw -45671.156910 + Penalty 1952.864285 = -43718.292624
  nChanged 4
		SP:Iteration 7Q (28384.210000 sec): 3 clusters
  Score: Raw -45701.362643 + Penalty 1952.864285 = -43748.498358
  nChanged 7
		SP:Iteration 8Q (28384.410000 sec): 3 clusters
  Score: Raw -45724.652822 + Penalty 1952.864285 = -43771.788537
  nChanged 6
		SP:Iteration 9Q (28384.570000 sec): 3 clusters
  Score: Raw -45740.272727 + Penalty 1952.864285 = -43787.408441
  nChanged 4
		SP:Iteration 10Q (28384.720000 sec): 3 clusters
  Score: Raw -45746.125480 + Penalty 1952.864285 = -43793.261194
  nChanged 1
		SP:Iteration 11Q (28384.950000 sec): 3 clusters
  Score: Raw -45748.474891 + Penalty 1952.864285 = -43795.610606
  nChanged 1
		SP:Iteration 12Q (28385.130000 sec): 3 clusters
  Score: Raw -45751.111139 + Penalty 1952.864285 = -43798.246854
  nChanged 2
		SP:Iteration 13Q (28385.270000 sec): 3 clusters
  Score: Raw -45755.076986 + Penalty 1952.864285 = -43802.212700
  nChanged 1
		SP:Iteration 14Q (28385.470000 sec): 3 clusters
  Score: Raw -45756.104662 + Penalty 1952.864285 = -43803.240377
  nChanged 0
		SP:Iteration 15F (28385.590000 sec): 3 clusters
  Score: Raw -45756.104662 + Penalty 1952.864285 = -43803.240377
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28385.700000 sec): 2 clusters
  Score: Raw -92508.182905 + Penalty 1085.230594 = -91422.952311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28385.890000 sec): 3 clusters
  Score: Raw -92323.044067 + Penalty 2170.461187 = -90152.582879
  nChanged 217
		SP:Iteration 1F (28386.050000 sec): 3 clusters
  Score: Raw -92594.135745 + Penalty 2170.461187 = -90423.674558
  nChanged 68
		SP:Iteration 2F (28386.180000 sec): 3 clusters
  Score: Raw -92716.933949 + Penalty 2170.461187 = -90546.472762
  nChanged 50
		SP:Iteration 3F (28386.380000 sec): 3 clusters
  Score: Raw -92811.084709 + Penalty 2170.461187 = -90640.623522
  nChanged 40
		SP:Iteration 4F (28386.510000 sec): 3 clusters
  Score: Raw -92889.166075 + Penalty 2170.461187 = -90718.704888
  nChanged 27
		SP:Iteration 5Q (28386.720000 sec): 3 clusters
  Score: Raw -92930.349730 + Penalty 2170.461187 = -90759.888543
  nChanged 22
		SP:Iteration 6Q (28386.870000 sec): 3 clusters
  Score: Raw -92970.856903 + Penalty 2170.461187 = -90800.395716
  nChanged 15
		SP:Iteration 7Q (28387.040000 sec): 3 clusters
  Score: Raw -92994.033945 + Penalty 2170.461187 = -90823.572758
  nChanged 11
		SP:Iteration 8Q (28387.200000 sec): 3 clusters
  Score: Raw -93013.672025 + Penalty 2170.461187 = -90843.210838
  nChanged 15
		SP:Iteration 9Q (28387.380000 sec): 3 clusters
  Score: Raw -93044.337950 + Penalty 2170.461187 = -90873.876763
  nChanged 18
		SP:Iteration 10Q (28387.560000 sec): 3 clusters
  Score: Raw -93097.547880 + Penalty 2170.461187 = -90927.086693
  nChanged 22
		SP:Iteration 11Q (28387.740000 sec): 3 clusters
  Score: Raw -93161.130950 + Penalty 2170.461187 = -90990.669763
  nChanged 17
		SP:Iteration 12Q (28387.950000 sec): 3 clusters
  Score: Raw -93257.376669 + Penalty 2170.461187 = -91086.915481
  nChanged 17
		SP:Iteration 13Q (28388.090000 sec): 3 clusters
  Score: Raw -93398.584539 + Penalty 2170.461187 = -91228.123352
  nChanged 14
		SP:Iteration 14Q (28388.280000 sec): 3 clusters
  Score: Raw -93465.950497 + Penalty 2170.461187 = -91295.489310
  nChanged 7
		SP:Iteration 15Q (28388.480000 sec): 3 clusters
  Score: Raw -93496.975713 + Penalty 2170.461187 = -91326.514526
  nChanged 5
		SP:Iteration 16Q (28388.630000 sec): 3 clusters
  Score: Raw -93521.380203 + Penalty 2170.461187 = -91350.919016
  nChanged 3
		SP:Iteration 17Q (28388.810000 sec): 3 clusters
  Score: Raw -93546.771577 + Penalty 2170.461187 = -91376.310390
  nChanged 3
		SP:Iteration 18Q (28388.970000 sec): 3 clusters
  Score: Raw -93561.530538 + Penalty 2170.461187 = -91391.069351
  nChanged 1
		SP:Iteration 19Q (28389.120000 sec): 3 clusters
  Score: Raw -93568.818612 + Penalty 2170.461187 = -91398.357425
  nChanged 1
		SP:Iteration 20F (28389.350000 sec): 3 clusters
  Score: Raw -93572.820330 + Penalty 2170.461187 = -91402.359143
  nChanged 1
		SP:Iteration 21Q (28389.510000 sec): 3 clusters
  Score: Raw -93577.109313 + Penalty 2170.461187 = -91406.648126
  nChanged 0
		SP:Iteration 22F (28389.690000 sec): 3 clusters
  Score: Raw -93577.109313 + Penalty 2170.461187 = -91406.648126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28389.810000 sec): 2 clusters
  Score: Raw -451882.307960 + Penalty 1342.288072 = -450540.019888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28389.990000 sec): 3 clusters
  Score: Raw -449932.569801 + Penalty 2684.576145 = -447247.993656
  nChanged 1545
		SP:Iteration 1F (28390.190000 sec): 3 clusters
  Score: Raw -450902.751020 + Penalty 2684.576145 = -448218.174875
  nChanged 322
		SP:Iteration 2F (28390.350000 sec): 3 clusters
  Score: Raw -451165.563967 + Penalty 2684.576145 = -448480.987822
  nChanged 260
		SP:Iteration 3F (28390.540000 sec): 3 clusters
  Score: Raw -451413.554609 + Penalty 2684.576145 = -448728.978464
  nChanged 238
		SP:Iteration 4F (28390.700000 sec): 3 clusters
  Score: Raw -451635.455225 + Penalty 2684.576145 = -448950.879081
  nChanged 207
		SP:Iteration 5F (28390.870000 sec): 3 clusters
  Score: Raw -451823.486251 + Penalty 2684.576145 = -449138.910106
  nChanged 182
		SP:Iteration 6Q (28391.090000 sec): 3 clusters
  Score: Raw -451981.958620 + Penalty 2684.576145 = -449297.382475
  nChanged 175
		SP:Iteration 7Q (28391.230000 sec): 3 clusters
  Score: Raw -452139.042054 + Penalty 2684.576145 = -449454.465909
  nChanged 155
		SP:Iteration 8Q (28391.370000 sec): 3 clusters
  Score: Raw -452266.133903 + Penalty 2684.576145 = -449581.557758
  nChanged 130
		SP:Iteration 9Q (28391.590000 sec): 3 clusters
  Score: Raw -452360.683428 + Penalty 2684.576145 = -449676.107283
  nChanged 91
		SP:Iteration 10Q (28391.770000 sec): 3 clusters
  Score: Raw -452415.110147 + Penalty 2684.576145 = -449730.534002
  nChanged 87
		SP:Iteration 11Q (28391.960000 sec): 3 clusters
  Score: Raw -452475.517580 + Penalty 2684.576145 = -449790.941435
  nChanged 65
		SP:Iteration 12Q (28392.130000 sec): 3 clusters
  Score: Raw -452512.958600 + Penalty 2684.576145 = -449828.382456
  nChanged 62
		SP:Iteration 13Q (28392.330000 sec): 3 clusters
  Score: Raw -452545.157565 + Penalty 2684.576145 = -449860.581420
  nChanged 50
		SP:Iteration 14Q (28392.530000 sec): 3 clusters
  Score: Raw -452569.167116 + Penalty 2684.576145 = -449884.590971
  nChanged 36
		SP:Iteration 15Q (28392.700000 sec): 3 clusters
  Score: Raw -452582.859869 + Penalty 2684.576145 = -449898.283724
  nChanged 32
		SP:Iteration 16Q (28392.880000 sec): 3 clusters
  Score: Raw -452593.930853 + Penalty 2684.576145 = -449909.354708
  nChanged 34
		SP:Iteration 17Q (28393.050000 sec): 3 clusters
  Score: Raw -452604.817517 + Penalty 2684.576145 = -449920.241373
  nChanged 28
		SP:Iteration 18Q (28393.230000 sec): 3 clusters
  Score: Raw -452613.651495 + Penalty 2684.576145 = -449929.075350
  nChanged 29
		SP:Iteration 19Q (28393.390000 sec): 3 clusters
  Score: Raw -452625.366842 + Penalty 2684.576145 = -449940.790697
  nChanged 33
		SP:Iteration 20F (28393.610000 sec): 3 clusters
  Score: Raw -452638.989756 + Penalty 2684.576145 = -449954.413611
  nChanged 31
		SP:Iteration 21Q (28393.770000 sec): 3 clusters
  Score: Raw -452649.520334 + Penalty 2684.576145 = -449964.944190
  nChanged 30
		SP:Iteration 22Q (28393.970000 sec): 3 clusters
  Score: Raw -452657.833936 + Penalty 2684.576145 = -449973.257791
  nChanged 24
		SP:Iteration 23Q (28394.140000 sec): 3 clusters
  Score: Raw -452664.518121 + Penalty 2684.576145 = -449979.941976
  nChanged 19
		SP:Iteration 24Q (28394.320000 sec): 3 clusters
  Score: Raw -452669.461203 + Penalty 2684.576145 = -449984.885059
  nChanged 12
		SP:Iteration 25Q (28394.460000 sec): 3 clusters
  Score: Raw -452671.372592 + Penalty 2684.576145 = -449986.796447
  nChanged 9
		SP:Iteration 26Q (28394.660000 sec): 3 clusters
  Score: Raw -452673.921105 + Penalty 2684.576145 = -449989.344960
  nChanged 11
		SP:Iteration 27Q (28394.830000 sec): 3 clusters
  Score: Raw -452676.198687 + Penalty 2684.576145 = -449991.622543
  nChanged 6
		SP:Iteration 28Q (28395.010000 sec): 3 clusters
  Score: Raw -452677.687961 + Penalty 2684.576145 = -449993.111817
  nChanged 6
		SP:Iteration 29Q (28395.210000 sec): 3 clusters
  Score: Raw -452679.018449 + Penalty 2684.576145 = -449994.442304
  nChanged 4
		SP:Iteration 30Q (28395.410000 sec): 3 clusters
  Score: Raw -452680.590620 + Penalty 2684.576145 = -449996.014476
  nChanged 8
		SP:Iteration 31Q (28395.550000 sec): 3 clusters
  Score: Raw -452682.747045 + Penalty 2684.576145 = -449998.170900
  nChanged 10
		SP:Iteration 32Q (28395.770000 sec): 3 clusters
  Score: Raw -452685.639440 + Penalty 2684.576145 = -450001.063296
  nChanged 7
		SP:Iteration 33Q (28395.930000 sec): 3 clusters
  Score: Raw -452687.407206 + Penalty 2684.576145 = -450002.831061
  nChanged 11
		SP:Iteration 34Q (28396.160000 sec): 3 clusters
  Score: Raw -452689.901512 + Penalty 2684.576145 = -450005.325368
  nChanged 9
		SP:Iteration 35Q (28396.360000 sec): 3 clusters
  Score: Raw -452692.301389 + Penalty 2684.576145 = -450007.725244
  nChanged 10
		SP:Iteration 36Q (28396.550000 sec): 3 clusters
  Score: Raw -452694.739754 + Penalty 2684.576145 = -450010.163609
  nChanged 11
		SP:Iteration 37Q (28396.690000 sec): 3 clusters
  Score: Raw -452699.076982 + Penalty 2684.576145 = -450014.500838
  nChanged 12
		SP:Iteration 38Q (28396.920000 sec): 3 clusters
  Score: Raw -452701.950381 + Penalty 2684.576145 = -450017.374236
  nChanged 9
		SP:Iteration 39Q (28397.060000 sec): 3 clusters
  Score: Raw -452704.434327 + Penalty 2684.576145 = -450019.858183
  nChanged 7
		SP:Iteration 40F (28397.290000 sec): 3 clusters
  Score: Raw -452706.956473 + Penalty 2684.576145 = -450022.380329
  nChanged 11
		SP:Iteration 41Q (28397.460000 sec): 3 clusters
  Score: Raw -452709.175442 + Penalty 2684.576145 = -450024.599297
  nChanged 5
		SP:Iteration 42Q (28397.680000 sec): 3 clusters
  Score: Raw -452709.997825 + Penalty 2684.576145 = -450025.421680
  nChanged 6
		SP:Iteration 43Q (28397.830000 sec): 3 clusters
  Score: Raw -452711.031916 + Penalty 2684.576145 = -450026.455771
  nChanged 3
		SP:Iteration 44Q (28398.010000 sec): 3 clusters
  Score: Raw -452711.435676 + Penalty 2684.576145 = -450026.859531
  nChanged 4
		SP:Iteration 45Q (28398.160000 sec): 3 clusters
  Score: Raw -452712.578904 + Penalty 2684.576145 = -450028.002759
  nChanged 2
		SP:Iteration 46Q (28398.320000 sec): 3 clusters
  Score: Raw -452713.049838 + Penalty 2684.576145 = -450028.473693
  nChanged 2
		SP:Iteration 47Q (28398.520000 sec): 3 clusters
  Score: Raw -452713.705723 + Penalty 2684.576145 = -450029.129579
  nChanged 2
		SP:Iteration 48Q (28398.700000 sec): 3 clusters
  Score: Raw -452713.997423 + Penalty 2684.576145 = -450029.421278
  nChanged 2
		SP:Iteration 49Q (28398.880000 sec): 3 clusters
  Score: Raw -452714.410448 + Penalty 2684.576145 = -450029.834303
  nChanged 4
		SP:Iteration 50Q (28399.070000 sec): 3 clusters
  Score: Raw -452715.326524 + Penalty 2684.576145 = -450030.750379
  nChanged 5
		SP:Iteration 51Q (28399.240000 sec): 3 clusters
  Score: Raw -452716.097796 + Penalty 2684.576145 = -450031.521651
  nChanged 5
		SP:Iteration 52Q (28399.390000 sec): 3 clusters
  Score: Raw -452717.152716 + Penalty 2684.576145 = -450032.576571
  nChanged 7
		SP:Iteration 53Q (28399.620000 sec): 3 clusters
  Score: Raw -452718.959684 + Penalty 2684.576145 = -450034.383539
  nChanged 9
		SP:Iteration 54Q (28399.790000 sec): 3 clusters
  Score: Raw -452721.043880 + Penalty 2684.576145 = -450036.467735
  nChanged 5
		SP:Iteration 55Q (28399.960000 sec): 3 clusters
  Score: Raw -452722.138949 + Penalty 2684.576145 = -450037.562805
  nChanged 6
		SP:Iteration 56Q (28400.160000 sec): 3 clusters
  Score: Raw -452723.265609 + Penalty 2684.576145 = -450038.689464
  nChanged 4
		SP:Iteration 57Q (28400.360000 sec): 3 clusters
  Score: Raw -452724.110110 + Penalty 2684.576145 = -450039.533965
  nChanged 8
		SP:Iteration 58Q (28400.560000 sec): 3 clusters
  Score: Raw -452725.830819 + Penalty 2684.576145 = -450041.254674
  nChanged 8
		SP:Iteration 59Q (28400.730000 sec): 3 clusters
  Score: Raw -452728.209852 + Penalty 2684.576145 = -450043.633707
  nChanged 9
		SP:Iteration 60F (28400.920000 sec): 3 clusters
  Score: Raw -452730.287393 + Penalty 2684.576145 = -450045.711249
  nChanged 8
		SP:Iteration 61Q (28401.100000 sec): 3 clusters
  Score: Raw -452734.231638 + Penalty 2684.576145 = -450049.655494
  nChanged 15
		SP:Iteration 62Q (28401.280000 sec): 3 clusters
  Score: Raw -452739.164854 + Penalty 2684.576145 = -450054.588710
  nChanged 8
		SP:Iteration 63Q (28401.460000 sec): 3 clusters
  Score: Raw -452741.132460 + Penalty 2684.576145 = -450056.556315
  nChanged 8
		SP:Iteration 64Q (28401.650000 sec): 3 clusters
  Score: Raw -452742.973276 + Penalty 2684.576145 = -450058.397131
  nChanged 9
		SP:Iteration 65Q (28401.840000 sec): 3 clusters
  Score: Raw -452745.316731 + Penalty 2684.576145 = -450060.740587
  nChanged 3
		SP:Iteration 66Q (28402.020000 sec): 3 clusters
  Score: Raw -452745.605439 + Penalty 2684.576145 = -450061.029294
  nChanged 1
		SP:Iteration 67Q (28402.200000 sec): 3 clusters
  Score: Raw -452745.731718 + Penalty 2684.576145 = -450061.155574
  nChanged 0
		SP:Iteration 68F (28402.390000 sec): 3 clusters
  Score: Raw -452745.731718 + Penalty 2684.576145 = -450061.155574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28402.480000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28402.660000 sec): 3 clusters
  Score: Raw -30590.752805 + Penalty 1835.916627 = -28754.836178
  nChanged 46
		SP:Iteration 1F (28402.860000 sec): 3 clusters
  Score: Raw -30707.570698 + Penalty 1835.916627 = -28871.654070
  nChanged 16
		SP:Iteration 2F (28403.010000 sec): 3 clusters
  Score: Raw -30767.221551 + Penalty 1835.916627 = -28931.304924
  nChanged 9
		SP:Iteration 3Q (28403.200000 sec): 3 clusters
  Score: Raw -30805.538088 + Penalty 1835.916627 = -28969.621460
  nChanged 9
		SP:Iteration 4Q (28403.390000 sec): 3 clusters
  Score: Raw -30827.174194 + Penalty 1835.916627 = -28991.257567
  nChanged 2
		SP:Iteration 5Q (28403.590000 sec): 3 clusters
  Score: Raw -30838.137106 + Penalty 1835.916627 = -29002.220479
  nChanged 2
		SP:Iteration 6Q (28403.780000 sec): 3 clusters
  Score: Raw -30845.342229 + Penalty 1835.916627 = -29009.425602
  nChanged 2
		SP:Iteration 7Q (28403.940000 sec): 3 clusters
  Score: Raw -30852.965352 + Penalty 1835.916627 = -29017.048724
  nChanged 2
		SP:Iteration 8Q (28404.120000 sec): 3 clusters
  Score: Raw -30858.952583 + Penalty 1835.916627 = -29023.035955
  nChanged 2
		SP:Iteration 9Q (28404.310000 sec): 3 clusters
  Score: Raw -30862.540432 + Penalty 1835.916627 = -29026.623805
  nChanged 2
		SP:Iteration 10Q (28404.490000 sec): 3 clusters
  Score: Raw -30867.195981 + Penalty 1835.916627 = -29031.279354
  nChanged 2
		SP:Iteration 11Q (28404.680000 sec): 3 clusters
  Score: Raw -30874.609957 + Penalty 1835.916627 = -29038.693329
  nChanged 2
		SP:Iteration 12Q (28404.870000 sec): 3 clusters
  Score: Raw -30879.202052 + Penalty 1835.916627 = -29043.285425
  nChanged 0
		SP:Iteration 13F (28405.070000 sec): 3 clusters
  Score: Raw -30879.202052 + Penalty 1835.916627 = -29043.285425
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28405.180000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28405.350000 sec): 3 clusters
  Score: Raw -61307.940494 + Penalty 2036.222894 = -59271.717600
  nChanged 133
		SP:Iteration 1F (28405.490000 sec): 3 clusters
  Score: Raw -61470.002507 + Penalty 2036.222894 = -59433.779613
  nChanged 27
		SP:Iteration 2F (28405.680000 sec): 3 clusters
  Score: Raw -61510.380896 + Penalty 2036.222894 = -59474.158002
  nChanged 11
		SP:Iteration 3Q (28405.890000 sec): 3 clusters
  Score: Raw -61532.131531 + Penalty 2036.222894 = -59495.908637
  nChanged 13
		SP:Iteration 4Q (28406.010000 sec): 3 clusters
  Score: Raw -61547.072592 + Penalty 2036.222894 = -59510.849698
  nChanged 4
		SP:Iteration 5Q (28406.170000 sec): 3 clusters
  Score: Raw -61553.878178 + Penalty 2036.222894 = -59517.655283
  nChanged 2
		SP:Iteration 6Q (28406.360000 sec): 3 clusters
  Score: Raw -61558.129422 + Penalty 2036.222894 = -59521.906528
  nChanged 4
		SP:Iteration 7Q (28406.550000 sec): 3 clusters
  Score: Raw -61563.340043 + Penalty 2036.222894 = -59527.117149
  nChanged 3
		SP:Iteration 8Q (28406.720000 sec): 3 clusters
  Score: Raw -61565.485301 + Penalty 2036.222894 = -59529.262406
  nChanged 0
		SP:Iteration 9F (28406.880000 sec): 3 clusters
  Score: Raw -61565.485301 + Penalty 2036.222894 = -59529.262406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28407.000000 sec): 2 clusters
  Score: Raw -263018.347539 + Penalty 1245.684933 = -261772.662606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28407.140000 sec): 3 clusters
  Score: Raw -262086.295989 + Penalty 2491.369865 = -259594.926124
  nChanged 748
		SP:Iteration 1F (28407.300000 sec): 3 clusters
  Score: Raw -262553.132379 + Penalty 2491.369865 = -260061.762514
  nChanged 144
		SP:Iteration 2F (28407.470000 sec): 3 clusters
  Score: Raw -262656.188939 + Penalty 2491.369865 = -260164.819074
  nChanged 102
		SP:Iteration 3Q (28407.680000 sec): 3 clusters
  Score: Raw -262732.736861 + Penalty 2491.369865 = -260241.366995
  nChanged 92
		SP:Iteration 4Q (28407.860000 sec): 3 clusters
  Score: Raw -262786.378087 + Penalty 2491.369865 = -260295.008222
  nChanged 56
		SP:Iteration 5Q (28408.020000 sec): 3 clusters
  Score: Raw -262821.512515 + Penalty 2491.369865 = -260330.142649
  nChanged 50
		SP:Iteration 6Q (28408.150000 sec): 3 clusters
  Score: Raw -262854.178827 + Penalty 2491.369865 = -260362.808961
  nChanged 40
		SP:Iteration 7Q (28408.330000 sec): 3 clusters
  Score: Raw -262878.132042 + Penalty 2491.369865 = -260386.762176
  nChanged 33
		SP:Iteration 8Q (28408.450000 sec): 3 clusters
  Score: Raw -262895.367969 + Penalty 2491.369865 = -260403.998103
  nChanged 29
		SP:Iteration 9Q (28408.620000 sec): 3 clusters
  Score: Raw -262912.132209 + Penalty 2491.369865 = -260420.762343
  nChanged 23
		SP:Iteration 10Q (28408.790000 sec): 3 clusters
  Score: Raw -262926.320144 + Penalty 2491.369865 = -260434.950278
  nChanged 19
		SP:Iteration 11Q (28408.980000 sec): 3 clusters
  Score: Raw -262937.988527 + Penalty 2491.369865 = -260446.618662
  nChanged 23
		SP:Iteration 12Q (28409.150000 sec): 3 clusters
  Score: Raw -262953.848876 + Penalty 2491.369865 = -260462.479010
  nChanged 18
		SP:Iteration 13Q (28409.320000 sec): 3 clusters
  Score: Raw -262961.098183 + Penalty 2491.369865 = -260469.728317
  nChanged 16
		SP:Iteration 14Q (28409.510000 sec): 3 clusters
  Score: Raw -262968.472191 + Penalty 2491.369865 = -260477.102326
  nChanged 13
		SP:Iteration 15Q (28409.690000 sec): 3 clusters
  Score: Raw -262976.027575 + Penalty 2491.369865 = -260484.657710
  nChanged 17
		SP:Iteration 16Q (28409.890000 sec): 3 clusters
  Score: Raw -262984.286335 + Penalty 2491.369865 = -260492.916470
  nChanged 6
		SP:Iteration 17Q (28410.100000 sec): 3 clusters
  Score: Raw -262986.508156 + Penalty 2491.369865 = -260495.138291
  nChanged 6
		SP:Iteration 18Q (28410.240000 sec): 3 clusters
  Score: Raw -262989.726481 + Penalty 2491.369865 = -260498.356615
  nChanged 6
		SP:Iteration 19Q (28410.380000 sec): 3 clusters
  Score: Raw -262992.748613 + Penalty 2491.369865 = -260501.378748
  nChanged 5
		SP:Iteration 20F (28410.550000 sec): 3 clusters
  Score: Raw -262996.398589 + Penalty 2491.369865 = -260505.028723
  nChanged 3
		SP:Iteration 21Q (28410.730000 sec): 3 clusters
  Score: Raw -262998.589558 + Penalty 2491.369865 = -260507.219693
  nChanged 6
		SP:Iteration 22Q (28410.870000 sec): 3 clusters
  Score: Raw -263003.183931 + Penalty 2491.369865 = -260511.814066
  nChanged 6
		SP:Iteration 23Q (28411.060000 sec): 3 clusters
  Score: Raw -263006.726845 + Penalty 2491.369865 = -260515.356980
  nChanged 7
		SP:Iteration 24Q (28411.240000 sec): 3 clusters
  Score: Raw -263010.418533 + Penalty 2491.369865 = -260519.048667
  nChanged 6
		SP:Iteration 25Q (28411.410000 sec): 3 clusters
  Score: Raw -263013.266236 + Penalty 2491.369865 = -260521.896371
  nChanged 5
		SP:Iteration 26Q (28411.580000 sec): 3 clusters
  Score: Raw -263015.008105 + Penalty 2491.369865 = -260523.638240
  nChanged 3
		SP:Iteration 27Q (28411.780000 sec): 3 clusters
  Score: Raw -263015.981455 + Penalty 2491.369865 = -260524.611590
  nChanged 3
		SP:Iteration 28Q (28412.000000 sec): 3 clusters
  Score: Raw -263017.401923 + Penalty 2491.369865 = -260526.032057
  nChanged 3
		SP:Iteration 29Q (28412.180000 sec): 3 clusters
  Score: Raw -263018.333593 + Penalty 2491.369865 = -260526.963728
  nChanged 2
		SP:Iteration 30Q (28412.320000 sec): 3 clusters
  Score: Raw -263019.638110 + Penalty 2491.369865 = -260528.268245
  nChanged 5
		SP:Iteration 31Q (28412.490000 sec): 3 clusters
  Score: Raw -263021.168877 + Penalty 2491.369865 = -260529.799012
  nChanged 2
		SP:Iteration 32Q (28412.660000 sec): 3 clusters
  Score: Raw -263021.808011 + Penalty 2491.369865 = -260530.438146
  nChanged 0
		SP:Iteration 33F (28412.860000 sec): 3 clusters
  Score: Raw -263021.808011 + Penalty 2491.369865 = -260530.438146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28412.970000 sec): 2 clusters
  Score: Raw -995915.681435 + Penalty 1467.572227 = -994448.109208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28413.220000 sec): 3 clusters
  Score: Raw -991243.429384 + Penalty 2935.144454 = -988308.284929
  nChanged 3559
		SP:Iteration 1F (28413.400000 sec): 3 clusters
  Score: Raw -993187.473914 + Penalty 2935.144454 = -990252.329460
  nChanged 584
		SP:Iteration 2F (28413.600000 sec): 3 clusters
  Score: Raw -993508.871408 + Penalty 2935.144454 = -990573.726954
  nChanged 534
		SP:Iteration 3F (28413.820000 sec): 3 clusters
  Score: Raw -993812.086594 + Penalty 2935.144454 = -990876.942139
  nChanged 476
		SP:Iteration 4F (28414.040000 sec): 3 clusters
  Score: Raw -994095.578180 + Penalty 2935.144454 = -991160.433725
  nChanged 485
		SP:Iteration 5F (28414.240000 sec): 3 clusters
  Score: Raw -994379.681858 + Penalty 2935.144454 = -991444.537404
  nChanged 428
		SP:Iteration 6F (28414.480000 sec): 3 clusters
  Score: Raw -994637.769229 + Penalty 2935.144454 = -991702.624775
  nChanged 373
		SP:Iteration 7Q (28414.690000 sec): 3 clusters
  Score: Raw -994861.067555 + Penalty 2935.144454 = -991925.923101
  nChanged 345
		SP:Iteration 8Q (28414.850000 sec): 3 clusters
  Score: Raw -995045.211382 + Penalty 2935.144454 = -992110.066927
  nChanged 292
		SP:Iteration 9Q (28415.100000 sec): 3 clusters
  Score: Raw -995191.651851 + Penalty 2935.144454 = -992256.507397
  nChanged 278
		SP:Iteration 10Q (28415.300000 sec): 3 clusters
  Score: Raw -995335.001376 + Penalty 2935.144454 = -992399.856922
  nChanged 214
		SP:Iteration 11Q (28415.470000 sec): 3 clusters
  Score: Raw -995434.475991 + Penalty 2935.144454 = -992499.331536
  nChanged 185
		SP:Iteration 12Q (28415.690000 sec): 3 clusters
  Score: Raw -995501.564299 + Penalty 2935.144454 = -992566.419844
  nChanged 122
		SP:Iteration 13Q (28415.900000 sec): 3 clusters
  Score: Raw -995546.023857 + Penalty 2935.144454 = -992610.879402
  nChanged 114
		SP:Iteration 14Q (28416.130000 sec): 3 clusters
  Score: Raw -995584.636046 + Penalty 2935.144454 = -992649.491592
  nChanged 98
		SP:Iteration 15Q (28416.330000 sec): 3 clusters
  Score: Raw -995618.067651 + Penalty 2935.144454 = -992682.923197
  nChanged 90
		SP:Iteration 16Q (28416.520000 sec): 3 clusters
  Score: Raw -995644.953429 + Penalty 2935.144454 = -992709.808975
  nChanged 88
		SP:Iteration 17Q (28416.730000 sec): 3 clusters
  Score: Raw -995665.242996 + Penalty 2935.144454 = -992730.098542
  nChanged 59
		SP:Iteration 18Q (28416.900000 sec): 3 clusters
  Score: Raw -995679.115887 + Penalty 2935.144454 = -992743.971432
  nChanged 63
		SP:Iteration 19Q (28417.130000 sec): 3 clusters
  Score: Raw -995691.528466 + Penalty 2935.144454 = -992756.384012
  nChanged 50
		SP:Iteration 20F (28417.350000 sec): 3 clusters
  Score: Raw -995702.967499 + Penalty 2935.144454 = -992767.823045
  nChanged 39
		SP:Iteration 21Q (28417.530000 sec): 3 clusters
  Score: Raw -995711.057347 + Penalty 2935.144454 = -992775.912893
  nChanged 45
		SP:Iteration 22Q (28417.750000 sec): 3 clusters
  Score: Raw -995721.182859 + Penalty 2935.144454 = -992786.038404
  nChanged 46
		SP:Iteration 23Q (28417.970000 sec): 3 clusters
  Score: Raw -995730.119621 + Penalty 2935.144454 = -992794.975167
  nChanged 43
		SP:Iteration 24Q (28418.190000 sec): 3 clusters
  Score: Raw -995737.178803 + Penalty 2935.144454 = -992802.034348
  nChanged 38
		SP:Iteration 25Q (28418.390000 sec): 3 clusters
  Score: Raw -995743.803659 + Penalty 2935.144454 = -992808.659205
  nChanged 27
		SP:Iteration 26Q (28418.580000 sec): 3 clusters
  Score: Raw -995748.277261 + Penalty 2935.144454 = -992813.132807
  nChanged 20
		SP:Iteration 27Q (28418.770000 sec): 3 clusters
  Score: Raw -995751.206471 + Penalty 2935.144454 = -992816.062017
  nChanged 18
		SP:Iteration 28Q (28419.010000 sec): 3 clusters
  Score: Raw -995753.758360 + Penalty 2935.144454 = -992818.613905
  nChanged 18
		SP:Iteration 29Q (28419.170000 sec): 3 clusters
  Score: Raw -995756.462941 + Penalty 2935.144454 = -992821.318487
  nChanged 23
		SP:Iteration 30Q (28419.380000 sec): 3 clusters
  Score: Raw -995760.850553 + Penalty 2935.144454 = -992825.706098
  nChanged 24
		SP:Iteration 31Q (28419.590000 sec): 3 clusters
  Score: Raw -995765.008355 + Penalty 2935.144454 = -992829.863900
  nChanged 23
		SP:Iteration 32Q (28419.810000 sec): 3 clusters
  Score: Raw -995768.169676 + Penalty 2935.144454 = -992833.025222
  nChanged 22
		SP:Iteration 33Q (28419.990000 sec): 3 clusters
  Score: Raw -995771.532345 + Penalty 2935.144454 = -992836.387890
  nChanged 20
		SP:Iteration 34Q (28420.170000 sec): 3 clusters
  Score: Raw -995774.232416 + Penalty 2935.144454 = -992839.087961
  nChanged 14
		SP:Iteration 35Q (28420.360000 sec): 3 clusters
  Score: Raw -995775.990950 + Penalty 2935.144454 = -992840.846496
  nChanged 19
		SP:Iteration 36Q (28420.510000 sec): 3 clusters
  Score: Raw -995778.414861 + Penalty 2935.144454 = -992843.270406
  nChanged 13
		SP:Iteration 37Q (28420.710000 sec): 3 clusters
  Score: Raw -995780.003910 + Penalty 2935.144454 = -992844.859456
  nChanged 5
		SP:Iteration 38Q (28420.890000 sec): 3 clusters
  Score: Raw -995780.497204 + Penalty 2935.144454 = -992845.352750
  nChanged 5
		SP:Iteration 39Q (28421.080000 sec): 3 clusters
  Score: Raw -995780.854363 + Penalty 2935.144454 = -992845.709908
  nChanged 3
		SP:Iteration 40F (28421.290000 sec): 3 clusters
  Score: Raw -995781.019985 + Penalty 2935.144454 = -992845.875530
  nChanged 2
		SP:Iteration 41Q (28421.490000 sec): 3 clusters
  Score: Raw -995781.168344 + Penalty 2935.144454 = -992846.023890
  nChanged 1
		SP:Iteration 42Q (28421.740000 sec): 3 clusters
  Score: Raw -995781.400265 + Penalty 2935.144454 = -992846.255811
  nChanged 0
		SP:Iteration 43F (28421.950000 sec): 3 clusters
  Score: Raw -995781.400265 + Penalty 2935.144454 = -992846.255811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28422.090000 sec): 2 clusters
  Score: Raw -680830.956311 + Penalty 1405.478468 = -679425.477843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28422.260000 sec): 3 clusters
  Score: Raw -677805.243888 + Penalty 2810.956935 = -674994.286953
  nChanged 2349
		SP:Iteration 1F (28422.440000 sec): 3 clusters
  Score: Raw -679045.464279 + Penalty 2810.956935 = -676234.507344
  nChanged 399
		SP:Iteration 2F (28422.680000 sec): 3 clusters
  Score: Raw -679251.163425 + Penalty 2810.956935 = -676440.206490
  nChanged 327
		SP:Iteration 3F (28422.810000 sec): 3 clusters
  Score: Raw -679436.864711 + Penalty 2810.956935 = -676625.907775
  nChanged 294
		SP:Iteration 4F (28422.980000 sec): 3 clusters
  Score: Raw -679633.744633 + Penalty 2810.956935 = -676822.787697
  nChanged 335
		SP:Iteration 5F (28423.170000 sec): 3 clusters
  Score: Raw -679880.201978 + Penalty 2810.956935 = -677069.245042
  nChanged 345
		SP:Iteration 6F (28423.370000 sec): 3 clusters
  Score: Raw -680149.243524 + Penalty 2810.956935 = -677338.286589
  nChanged 340
		SP:Iteration 7F (28423.570000 sec): 3 clusters
  Score: Raw -680421.901194 + Penalty 2810.956935 = -677610.944259
  nChanged 287
		SP:Iteration 8F (28423.770000 sec): 3 clusters
  Score: Raw -680643.438609 + Penalty 2810.956935 = -677832.481674
  nChanged 256
		SP:Iteration 9Q (28423.960000 sec): 3 clusters
  Score: Raw -680813.985710 + Penalty 2810.956935 = -678003.028775
  nChanged 183
		SP:Iteration 10Q (28424.160000 sec): 3 clusters
  Score: Raw -680912.193584 + Penalty 2810.956935 = -678101.236649
  nChanged 127
		SP:Iteration 11Q (28424.360000 sec): 3 clusters
  Score: Raw -680962.041512 + Penalty 2810.956935 = -678151.084577
  nChanged 90
		SP:Iteration 12Q (28424.520000 sec): 3 clusters
  Score: Raw -680993.000431 + Penalty 2810.956935 = -678182.043496
  nChanged 54
		SP:Iteration 13Q (28424.670000 sec): 3 clusters
  Score: Raw -681009.417045 + Penalty 2810.956935 = -678198.460109
  nChanged 39
		SP:Iteration 14Q (28424.870000 sec): 3 clusters
  Score: Raw -681019.410970 + Penalty 2810.956935 = -678208.454034
  nChanged 28
		SP:Iteration 15Q (28425.070000 sec): 3 clusters
  Score: Raw -681025.599400 + Penalty 2810.956935 = -678214.642464
  nChanged 22
		SP:Iteration 16Q (28425.300000 sec): 3 clusters
  Score: Raw -681030.643788 + Penalty 2810.956935 = -678219.686852
  nChanged 18
		SP:Iteration 17Q (28425.460000 sec): 3 clusters
  Score: Raw -681035.214380 + Penalty 2810.956935 = -678224.257444
  nChanged 16
		SP:Iteration 18Q (28425.690000 sec): 3 clusters
  Score: Raw -681038.139679 + Penalty 2810.956935 = -678227.182743
  nChanged 8
		SP:Iteration 19Q (28425.890000 sec): 3 clusters
  Score: Raw -681039.602527 + Penalty 2810.956935 = -678228.645591
  nChanged 4
		SP:Iteration 20F (28426.130000 sec): 3 clusters
  Score: Raw -681040.437098 + Penalty 2810.956935 = -678229.480163
  nChanged 4
		SP:Iteration 21Q (28426.340000 sec): 3 clusters
  Score: Raw -681040.872324 + Penalty 2810.956935 = -678229.915389
  nChanged 2
		SP:Iteration 22Q (28426.510000 sec): 3 clusters
  Score: Raw -681041.150350 + Penalty 2810.956935 = -678230.193415
  nChanged 5
		SP:Iteration 23Q (28426.740000 sec): 3 clusters
  Score: Raw -681041.825022 + Penalty 2810.956935 = -678230.868087
  nChanged 3
		SP:Iteration 24Q (28426.910000 sec): 3 clusters
  Score: Raw -681042.289701 + Penalty 2810.956935 = -678231.332766
  nChanged 2
		SP:Iteration 25Q (28427.120000 sec): 3 clusters
  Score: Raw -681042.626385 + Penalty 2810.956935 = -678231.669449
  nChanged 2
		SP:Iteration 26Q (28427.320000 sec): 3 clusters
  Score: Raw -681042.938040 + Penalty 2810.956935 = -678231.981105
  nChanged 1
		SP:Iteration 27Q (28427.500000 sec): 3 clusters
  Score: Raw -681043.024809 + Penalty 2810.956935 = -678232.067874
  nChanged 1
		SP:Iteration 28Q (28427.700000 sec): 3 clusters
  Score: Raw -681043.160225 + Penalty 2810.956935 = -678232.203289
  nChanged 0
		SP:Iteration 29F (28427.890000 sec): 3 clusters
  Score: Raw -681043.160225 + Penalty 2810.956935 = -678232.203289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28428.140000 sec): 2 clusters
  Score: Raw -3607446.298369 + Penalty 1683.956517 = -3605762.341852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28428.490000 sec): 3 clusters
  Score: Raw -3587916.326881 + Penalty 3367.913033 = -3584548.413848
  nChanged 14568
		SP:Iteration 1F (28428.790000 sec): 3 clusters
  Score: Raw -3596563.777980 + Penalty 3367.913033 = -3593195.864946
  nChanged 2005
		SP:Iteration 2F (28429.110000 sec): 3 clusters
  Score: Raw -3597640.894789 + Penalty 3367.913033 = -3594272.981755
  nChanged 2225
		SP:Iteration 3F (28429.430000 sec): 3 clusters
  Score: Raw -3599070.161273 + Penalty 3367.913033 = -3595702.248240
  nChanged 2303
		SP:Iteration 4F (28429.720000 sec): 3 clusters
  Score: Raw -3600792.664053 + Penalty 3367.913033 = -3597424.751020
  nChanged 2297
		SP:Iteration 5F (28430.050000 sec): 3 clusters
  Score: Raw -3602687.002208 + Penalty 3367.913033 = -3599319.089175
  nChanged 2006
		SP:Iteration 6F (28430.370000 sec): 3 clusters
  Score: Raw -3604493.984148 + Penalty 3367.913033 = -3601126.071114
  nChanged 1572
		SP:Iteration 7Q (28430.670000 sec): 3 clusters
  Score: Raw -3605958.016567 + Penalty 3367.913033 = -3602590.103534
  nChanged 1070
		SP:Iteration 8Q (28430.960000 sec): 3 clusters
  Score: Raw -3606920.348719 + Penalty 3367.913033 = -3603552.435686
  nChanged 600
		SP:Iteration 9Q (28431.250000 sec): 3 clusters
  Score: Raw -3607426.920177 + Penalty 3367.913033 = -3604059.007143
  nChanged 312
		SP:Iteration 10Q (28431.600000 sec): 3 clusters
  Score: Raw -3607728.860329 + Penalty 3367.913033 = -3604360.947296
  nChanged 165
		SP:Iteration 11Q (28431.830000 sec): 3 clusters
  Score: Raw -3607900.561460 + Penalty 3367.913033 = -3604532.648427
  nChanged 119
		SP:Iteration 12Q (28432.140000 sec): 3 clusters
  Score: Raw -3608030.207190 + Penalty 3367.913033 = -3604662.294156
  nChanged 74
		SP:Iteration 13Q (28432.480000 sec): 3 clusters
  Score: Raw -3608076.705575 + Penalty 3367.913033 = -3604708.792542
  nChanged 55
		SP:Iteration 14Q (28432.730000 sec): 3 clusters
  Score: Raw -3608111.101194 + Penalty 3367.913033 = -3604743.188161
  nChanged 50
		SP:Iteration 15Q (28433.020000 sec): 3 clusters
  Score: Raw -3608139.057945 + Penalty 3367.913033 = -3604771.144912
  nChanged 35
		SP:Iteration 16Q (28433.300000 sec): 3 clusters
  Score: Raw -3608159.886473 + Penalty 3367.913033 = -3604791.973439
  nChanged 31
		SP:Iteration 17Q (28433.620000 sec): 3 clusters
  Score: Raw -3608178.771062 + Penalty 3367.913033 = -3604810.858028
  nChanged 23
		SP:Iteration 18Q (28433.890000 sec): 3 clusters
  Score: Raw -3608190.209098 + Penalty 3367.913033 = -3604822.296065
  nChanged 12
		SP:Iteration 19Q (28434.170000 sec): 3 clusters
  Score: Raw -3608195.641130 + Penalty 3367.913033 = -3604827.728097
  nChanged 14
		SP:Iteration 20F (28434.480000 sec): 3 clusters
  Score: Raw -3608203.122065 + Penalty 3367.913033 = -3604835.209032
  nChanged 15
		SP:Iteration 21Q (28434.780000 sec): 3 clusters
  Score: Raw -3608210.888352 + Penalty 3367.913033 = -3604842.975318
  nChanged 9
		SP:Iteration 22Q (28435.080000 sec): 3 clusters
  Score: Raw -3608215.397859 + Penalty 3367.913033 = -3604847.484826
  nChanged 5
		SP:Iteration 23Q (28435.390000 sec): 3 clusters
  Score: Raw -3608217.283635 + Penalty 3367.913033 = -3604849.370602
  nChanged 5
		SP:Iteration 24Q (28435.690000 sec): 3 clusters
  Score: Raw -3608219.039221 + Penalty 3367.913033 = -3604851.126188
  nChanged 3
		SP:Iteration 25Q (28435.990000 sec): 3 clusters
  Score: Raw -3608219.949036 + Penalty 3367.913033 = -3604852.036002
  nChanged 2
		SP:Iteration 26Q (28436.340000 sec): 3 clusters
  Score: Raw -3608220.837288 + Penalty 3367.913033 = -3604852.924254
  nChanged 1
		SP:Iteration 27Q (28436.660000 sec): 3 clusters
  Score: Raw -3608221.008175 + Penalty 3367.913033 = -3604853.095142
  nChanged 0
		SP:Iteration 28F (28436.970000 sec): 3 clusters
  Score: Raw -3608221.008175 + Penalty 3367.913033 = -3604853.095142
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28437.120000 sec): 2 clusters
  Score: Raw -30184.339880 + Penalty 915.071915 = -29269.267965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28437.300000 sec): 3 clusters
  Score: Raw -30270.316555 + Penalty 1830.143829 = -28440.172726
  nChanged 44
		SP:Iteration 1F (28437.440000 sec): 3 clusters
  Score: Raw -30377.054440 + Penalty 1830.143829 = -28546.910611
  nChanged 13
		SP:Iteration 2Q (28437.630000 sec): 3 clusters
  Score: Raw -30422.581545 + Penalty 1830.143829 = -28592.437715
  nChanged 9
		SP:Iteration 3Q (28437.800000 sec): 3 clusters
  Score: Raw -30457.004460 + Penalty 1830.143829 = -28626.860631
  nChanged 1
		SP:Iteration 4Q (28437.980000 sec): 3 clusters
  Score: Raw -30457.986608 + Penalty 1830.143829 = -28627.842779
  nChanged 0
		SP:Iteration 5F (28438.180000 sec): 3 clusters
  Score: Raw -30457.986608 + Penalty 1830.143829 = -28627.842779
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28438.280000 sec): 2 clusters
  Score: Raw -200895.747335 + Penalty 1206.523786 = -199689.223548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28438.470000 sec): 3 clusters
  Score: Raw -200225.861208 + Penalty 2413.047573 = -197812.813636
  nChanged 586
		SP:Iteration 1F (28438.620000 sec): 3 clusters
  Score: Raw -200578.044811 + Penalty 2413.047573 = -198164.997239
  nChanged 108
		SP:Iteration 2F (28438.830000 sec): 3 clusters
  Score: Raw -200649.205395 + Penalty 2413.047573 = -198236.157822
  nChanged 64
		SP:Iteration 3Q (28438.980000 sec): 3 clusters
  Score: Raw -200688.863127 + Penalty 2413.047573 = -198275.815554
  nChanged 41
		SP:Iteration 4Q (28439.170000 sec): 3 clusters
  Score: Raw -200720.269136 + Penalty 2413.047573 = -198307.221563
  nChanged 39
		SP:Iteration 5Q (28439.390000 sec): 3 clusters
  Score: Raw -200750.692568 + Penalty 2413.047573 = -198337.644995
  nChanged 32
		SP:Iteration 6Q (28439.550000 sec): 3 clusters
  Score: Raw -200768.473887 + Penalty 2413.047573 = -198355.426315
  nChanged 22
		SP:Iteration 7Q (28439.710000 sec): 3 clusters
  Score: Raw -200784.085062 + Penalty 2413.047573 = -198371.037490
  nChanged 22
		SP:Iteration 8Q (28439.890000 sec): 3 clusters
  Score: Raw -200794.928651 + Penalty 2413.047573 = -198381.881078
  nChanged 22
		SP:Iteration 9Q (28440.100000 sec): 3 clusters
  Score: Raw -200807.968126 + Penalty 2413.047573 = -198394.920554
  nChanged 18
		SP:Iteration 10Q (28440.230000 sec): 3 clusters
  Score: Raw -200816.578667 + Penalty 2413.047573 = -198403.531095
  nChanged 14
		SP:Iteration 11Q (28440.420000 sec): 3 clusters
  Score: Raw -200822.701667 + Penalty 2413.047573 = -198409.654095
  nChanged 11
		SP:Iteration 12Q (28440.610000 sec): 3 clusters
  Score: Raw -200829.019379 + Penalty 2413.047573 = -198415.971807
  nChanged 10
		SP:Iteration 13Q (28440.770000 sec): 3 clusters
  Score: Raw -200833.565456 + Penalty 2413.047573 = -198420.517883
  nChanged 8
		SP:Iteration 14Q (28440.960000 sec): 3 clusters
  Score: Raw -200836.756699 + Penalty 2413.047573 = -198423.709126
  nChanged 7
		SP:Iteration 15Q (28441.130000 sec): 3 clusters
  Score: Raw -200839.832058 + Penalty 2413.047573 = -198426.784486
  nChanged 3
		SP:Iteration 16Q (28441.300000 sec): 3 clusters
  Score: Raw -200840.687374 + Penalty 2413.047573 = -198427.639801
  nChanged 2
		SP:Iteration 17Q (28441.460000 sec): 3 clusters
  Score: Raw -200840.988945 + Penalty 2413.047573 = -198427.941372
  nChanged 1
		SP:Iteration 18Q (28441.580000 sec): 3 clusters
  Score: Raw -200841.257297 + Penalty 2413.047573 = -198428.209724
  nChanged 1
		SP:Iteration 19Q (28441.800000 sec): 3 clusters
  Score: Raw -200842.465438 + Penalty 2413.047573 = -198429.417865
  nChanged 3
		SP:Iteration 20F (28441.940000 sec): 3 clusters
  Score: Raw -200844.138655 + Penalty 2413.047573 = -198431.091082
  nChanged 5
		SP:Iteration 21Q (28442.110000 sec): 3 clusters
  Score: Raw -200845.820645 + Penalty 2413.047573 = -198432.773072
  nChanged 4
		SP:Iteration 22Q (28442.310000 sec): 3 clusters
  Score: Raw -200848.184773 + Penalty 2413.047573 = -198435.137200
  nChanged 5
		SP:Iteration 23Q (28442.490000 sec): 3 clusters
  Score: Raw -200850.797465 + Penalty 2413.047573 = -198437.749892
  nChanged 2
		SP:Iteration 24Q (28442.690000 sec): 3 clusters
  Score: Raw -200851.573723 + Penalty 2413.047573 = -198438.526151
  nChanged 2
		SP:Iteration 25Q (28442.850000 sec): 3 clusters
  Score: Raw -200852.360434 + Penalty 2413.047573 = -198439.312861
  nChanged 2
		SP:Iteration 26Q (28443.030000 sec): 3 clusters
  Score: Raw -200853.498457 + Penalty 2413.047573 = -198440.450885
  nChanged 3
		SP:Iteration 27Q (28443.210000 sec): 3 clusters
  Score: Raw -200854.651260 + Penalty 2413.047573 = -198441.603687
  nChanged 4
		SP:Iteration 28Q (28443.390000 sec): 3 clusters
  Score: Raw -200855.937978 + Penalty 2413.047573 = -198442.890405
  nChanged 1
		SP:Iteration 29Q (28443.560000 sec): 3 clusters
  Score: Raw -200856.129696 + Penalty 2413.047573 = -198443.082123
  nChanged 1
		SP:Iteration 30Q (28443.750000 sec): 3 clusters
  Score: Raw -200856.881880 + Penalty 2413.047573 = -198443.834308
  nChanged 0
		SP:Iteration 31F (28443.910000 sec): 3 clusters
  Score: Raw -200856.881880 + Penalty 2413.047573 = -198443.834308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28444.020000 sec): 2 clusters
  Score: Raw -295813.928531 + Penalty 1276.210782 = -294537.717749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28444.200000 sec): 3 clusters
  Score: Raw -294675.575418 + Penalty 2552.421564 = -292123.153854
  nChanged 945
		SP:Iteration 1F (28444.410000 sec): 3 clusters
  Score: Raw -295337.158326 + Penalty 2552.421564 = -292784.736762
  nChanged 222
		SP:Iteration 2F (28444.600000 sec): 3 clusters
  Score: Raw -295571.423191 + Penalty 2552.421564 = -293019.001627
  nChanged 176
		SP:Iteration 3F (28444.760000 sec): 3 clusters
  Score: Raw -295761.604310 + Penalty 2552.421564 = -293209.182745
  nChanged 154
		SP:Iteration 4F (28444.970000 sec): 3 clusters
  Score: Raw -295915.765148 + Penalty 2552.421564 = -293363.343584
  nChanged 124
		SP:Iteration 5Q (28445.120000 sec): 3 clusters
  Score: Raw -296044.748109 + Penalty 2552.421564 = -293492.326545
  nChanged 105
		SP:Iteration 6Q (28445.260000 sec): 3 clusters
  Score: Raw -296156.993798 + Penalty 2552.421564 = -293604.572234
  nChanged 91
		SP:Iteration 7Q (28445.440000 sec): 3 clusters
  Score: Raw -296230.127051 + Penalty 2552.421564 = -293677.705486
  nChanged 57
		SP:Iteration 8Q (28445.640000 sec): 3 clusters
  Score: Raw -296265.950331 + Penalty 2552.421564 = -293713.528766
  nChanged 35
		SP:Iteration 9Q (28445.810000 sec): 3 clusters
  Score: Raw -296295.674312 + Penalty 2552.421564 = -293743.252748
  nChanged 34
		SP:Iteration 10Q (28445.980000 sec): 3 clusters
  Score: Raw -296319.432753 + Penalty 2552.421564 = -293767.011189
  nChanged 24
		SP:Iteration 11Q (28446.170000 sec): 3 clusters
  Score: Raw -296334.928804 + Penalty 2552.421564 = -293782.507240
  nChanged 18
		SP:Iteration 12Q (28446.370000 sec): 3 clusters
  Score: Raw -296345.209191 + Penalty 2552.421564 = -293792.787627
  nChanged 17
		SP:Iteration 13Q (28446.520000 sec): 3 clusters
  Score: Raw -296355.927817 + Penalty 2552.421564 = -293803.506253
  nChanged 13
		SP:Iteration 14Q (28446.700000 sec): 3 clusters
  Score: Raw -296365.018836 + Penalty 2552.421564 = -293812.597272
  nChanged 10
		SP:Iteration 15Q (28446.870000 sec): 3 clusters
  Score: Raw -296370.446208 + Penalty 2552.421564 = -293818.024643
  nChanged 10
		SP:Iteration 16Q (28447.040000 sec): 3 clusters
  Score: Raw -296375.968738 + Penalty 2552.421564 = -293823.547174
  nChanged 8
		SP:Iteration 17Q (28447.220000 sec): 3 clusters
  Score: Raw -296379.776735 + Penalty 2552.421564 = -293827.355171
  nChanged 8
		SP:Iteration 18Q (28447.410000 sec): 3 clusters
  Score: Raw -296382.294613 + Penalty 2552.421564 = -293829.873049
  nChanged 7
		SP:Iteration 19Q (28447.600000 sec): 3 clusters
  Score: Raw -296385.574721 + Penalty 2552.421564 = -293833.153157
  nChanged 8
		SP:Iteration 20F (28447.780000 sec): 3 clusters
  Score: Raw -296389.648580 + Penalty 2552.421564 = -293837.227016
  nChanged 8
		SP:Iteration 21Q (28447.970000 sec): 3 clusters
  Score: Raw -296393.872842 + Penalty 2552.421564 = -293841.451278
  nChanged 13
		SP:Iteration 22Q (28448.150000 sec): 3 clusters
  Score: Raw -296399.720031 + Penalty 2552.421564 = -293847.298467
  nChanged 2
		SP:Iteration 23Q (28448.380000 sec): 3 clusters
  Score: Raw -296400.071961 + Penalty 2552.421564 = -293847.650397
  nChanged 1
		SP:Iteration 24Q (28448.540000 sec): 3 clusters
  Score: Raw -296400.214325 + Penalty 2552.421564 = -293847.792760
  nChanged 0
		SP:Iteration 25F (28448.690000 sec): 3 clusters
  Score: Raw -296400.214325 + Penalty 2552.421564 = -293847.792760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28448.830000 sec): 2 clusters
  Score: Raw -604851.768582 + Penalty 1384.886704 = -603466.881878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28449.030000 sec): 3 clusters
  Score: Raw -602208.495297 + Penalty 2769.773408 = -599438.721888
  nChanged 2025
		SP:Iteration 1F (28449.250000 sec): 3 clusters
  Score: Raw -603303.121326 + Penalty 2769.773408 = -600533.347917
  nChanged 380
		SP:Iteration 2F (28449.420000 sec): 3 clusters
  Score: Raw -603480.455082 + Penalty 2769.773408 = -600710.681673
  nChanged 244
		SP:Iteration 3Q (28449.620000 sec): 3 clusters
  Score: Raw -603599.519162 + Penalty 2769.773408 = -600829.745753
  nChanged 206
		SP:Iteration 4Q (28449.830000 sec): 3 clusters
  Score: Raw -603693.584518 + Penalty 2769.773408 = -600923.811110
  nChanged 187
		SP:Iteration 5Q (28450.040000 sec): 3 clusters
  Score: Raw -603775.387205 + Penalty 2769.773408 = -601005.613796
  nChanged 188
		SP:Iteration 6Q (28450.230000 sec): 3 clusters
  Score: Raw -603872.198500 + Penalty 2769.773408 = -601102.425091
  nChanged 215
		SP:Iteration 7Q (28450.430000 sec): 3 clusters
  Score: Raw -603997.532437 + Penalty 2769.773408 = -601227.759029
  nChanged 225
		SP:Iteration 8Q (28450.620000 sec): 3 clusters
  Score: Raw -604135.796408 + Penalty 2769.773408 = -601366.022999
  nChanged 207
		SP:Iteration 9Q (28450.820000 sec): 3 clusters
  Score: Raw -604259.493749 + Penalty 2769.773408 = -601489.720340
  nChanged 187
		SP:Iteration 10Q (28450.990000 sec): 3 clusters
  Score: Raw -604369.107626 + Penalty 2769.773408 = -601599.334218
  nChanged 183
		SP:Iteration 11Q (28451.190000 sec): 3 clusters
  Score: Raw -604476.330821 + Penalty 2769.773408 = -601706.557412
  nChanged 164
		SP:Iteration 12Q (28451.370000 sec): 3 clusters
  Score: Raw -604579.917547 + Penalty 2769.773408 = -601810.144139
  nChanged 148
		SP:Iteration 13Q (28451.540000 sec): 3 clusters
  Score: Raw -604681.854252 + Penalty 2769.773408 = -601912.080843
  nChanged 134
		SP:Iteration 14Q (28451.720000 sec): 3 clusters
  Score: Raw -604765.024334 + Penalty 2769.773408 = -601995.250925
  nChanged 105
		SP:Iteration 15Q (28451.940000 sec): 3 clusters
  Score: Raw -604831.027978 + Penalty 2769.773408 = -602061.254570
  nChanged 77
		SP:Iteration 16Q (28452.100000 sec): 3 clusters
  Score: Raw -604873.947668 + Penalty 2769.773408 = -602104.174259
  nChanged 57
		SP:Iteration 17Q (28452.330000 sec): 3 clusters
  Score: Raw -604904.073424 + Penalty 2769.773408 = -602134.300015
  nChanged 61
		SP:Iteration 18Q (28452.550000 sec): 3 clusters
  Score: Raw -604937.011789 + Penalty 2769.773408 = -602167.238381
  nChanged 49
		SP:Iteration 19Q (28452.740000 sec): 3 clusters
  Score: Raw -604959.612152 + Penalty 2769.773408 = -602189.838743
  nChanged 28
		SP:Iteration 20F (28452.910000 sec): 3 clusters
  Score: Raw -604970.621475 + Penalty 2769.773408 = -602200.848067
  nChanged 18
		SP:Iteration 21Q (28453.110000 sec): 3 clusters
  Score: Raw -604979.420782 + Penalty 2769.773408 = -602209.647374
  nChanged 17
		SP:Iteration 22Q (28453.280000 sec): 3 clusters
  Score: Raw -604986.507365 + Penalty 2769.773408 = -602216.733957
  nChanged 17
		SP:Iteration 23Q (28453.450000 sec): 3 clusters
  Score: Raw -604996.006562 + Penalty 2769.773408 = -602226.233154
  nChanged 19
		SP:Iteration 24Q (28453.630000 sec): 3 clusters
  Score: Raw -605005.800121 + Penalty 2769.773408 = -602236.026713
  nChanged 12
		SP:Iteration 25Q (28453.810000 sec): 3 clusters
  Score: Raw -605011.566557 + Penalty 2769.773408 = -602241.793148
  nChanged 12
		SP:Iteration 26Q (28454.000000 sec): 3 clusters
  Score: Raw -605015.898893 + Penalty 2769.773408 = -602246.125484
  nChanged 9
		SP:Iteration 27Q (28454.130000 sec): 3 clusters
  Score: Raw -605018.932009 + Penalty 2769.773408 = -602249.158601
  nChanged 6
		SP:Iteration 28Q (28454.340000 sec): 3 clusters
  Score: Raw -605020.336416 + Penalty 2769.773408 = -602250.563007
  nChanged 0
		SP:Iteration 29F (28454.490000 sec): 3 clusters
  Score: Raw -605020.336416 + Penalty 2769.773408 = -602250.563007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28454.600000 sec): 2 clusters
  Score: Raw -68941.775917 + Penalty 1028.579647 = -67913.196270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28454.790000 sec): 3 clusters
  Score: Raw -68832.379276 + Penalty 2057.159294 = -66775.219982
  nChanged 129
		SP:Iteration 1F (28454.960000 sec): 3 clusters
  Score: Raw -68990.346958 + Penalty 2057.159294 = -66933.187664
  nChanged 28
		SP:Iteration 2Q (28455.130000 sec): 3 clusters
  Score: Raw -69019.091848 + Penalty 2057.159294 = -66961.932554
  nChanged 10
		SP:Iteration 3Q (28455.350000 sec): 3 clusters
  Score: Raw -69030.921220 + Penalty 2057.159294 = -66973.761925
  nChanged 6
		SP:Iteration 4Q (28455.510000 sec): 3 clusters
  Score: Raw -69040.847851 + Penalty 2057.159294 = -66983.688556
  nChanged 2
		SP:Iteration 5Q (28455.710000 sec): 3 clusters
  Score: Raw -69044.112819 + Penalty 2057.159294 = -66986.953525
  nChanged 1
		SP:Iteration 6Q (28455.860000 sec): 3 clusters
  Score: Raw -69045.569225 + Penalty 2057.159294 = -66988.409931
  nChanged 0
		SP:Iteration 7F (28456.020000 sec): 3 clusters
  Score: Raw -69045.569225 + Penalty 2057.159294 = -66988.409931
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28456.100000 sec): 2 clusters
  Score: Raw -51575.278682 + Penalty 1019.342514 = -50555.936168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28456.270000 sec): 3 clusters
  Score: Raw -51514.085540 + Penalty 2038.685027 = -49475.400513
  nChanged 140
		SP:Iteration 1F (28456.420000 sec): 3 clusters
  Score: Raw -51730.691195 + Penalty 2038.685027 = -49692.006168
  nChanged 39
		SP:Iteration 2F (28456.590000 sec): 3 clusters
  Score: Raw -51824.434190 + Penalty 2038.685027 = -49785.749163
  nChanged 28
		SP:Iteration 3F (28456.740000 sec): 3 clusters
  Score: Raw -51878.780681 + Penalty 2038.685027 = -49840.095653
  nChanged 18
		SP:Iteration 4Q (28456.890000 sec): 3 clusters
  Score: Raw -51911.537959 + Penalty 2038.685027 = -49872.852931
  nChanged 12
		SP:Iteration 5Q (28457.080000 sec): 3 clusters
  Score: Raw -51941.414129 + Penalty 2038.685027 = -49902.729102
  nChanged 3
		SP:Iteration 6Q (28457.230000 sec): 3 clusters
  Score: Raw -51946.118088 + Penalty 2038.685027 = -49907.433061
  nChanged 3
		SP:Iteration 7Q (28457.410000 sec): 3 clusters
  Score: Raw -51950.009124 + Penalty 2038.685027 = -49911.324096
  nChanged 1
		SP:Iteration 8Q (28457.600000 sec): 3 clusters
  Score: Raw -51950.419595 + Penalty 2038.685027 = -49911.734568
  nChanged 0
		SP:Iteration 9F (28457.780000 sec): 3 clusters
  Score: Raw -51950.419595 + Penalty 2038.685027 = -49911.734568
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28457.880000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28458.040000 sec): 3 clusters
  Score: Raw -147239.749400 + Penalty 2322.956763 = -144916.792636
  nChanged 406
		SP:Iteration 1F (28458.250000 sec): 3 clusters
  Score: Raw -147587.673017 + Penalty 2322.956763 = -145264.716254
  nChanged 102
		SP:Iteration 2F (28458.430000 sec): 3 clusters
  Score: Raw -147701.908903 + Penalty 2322.956763 = -145378.952140
  nChanged 67
		SP:Iteration 3F (28458.590000 sec): 3 clusters
  Score: Raw -147804.466340 + Penalty 2322.956763 = -145481.509576
  nChanged 56
		SP:Iteration 4Q (28458.730000 sec): 3 clusters
  Score: Raw -147902.821395 + Penalty 2322.956763 = -145579.864632
  nChanged 53
		SP:Iteration 5Q (28458.910000 sec): 3 clusters
  Score: Raw -147997.248507 + Penalty 2322.956763 = -145674.291744
  nChanged 44
		SP:Iteration 6Q (28459.050000 sec): 3 clusters
  Score: Raw -148085.684511 + Penalty 2322.956763 = -145762.727747
  nChanged 51
		SP:Iteration 7Q (28459.220000 sec): 3 clusters
  Score: Raw -148195.812938 + Penalty 2322.956763 = -145872.856175
  nChanged 50
		SP:Iteration 8Q (28459.370000 sec): 3 clusters
  Score: Raw -148267.388507 + Penalty 2322.956763 = -145944.431744
  nChanged 31
		SP:Iteration 9Q (28459.510000 sec): 3 clusters
  Score: Raw -148318.172102 + Penalty 2322.956763 = -145995.215339
  nChanged 28
		SP:Iteration 10Q (28459.680000 sec): 3 clusters
  Score: Raw -148358.087053 + Penalty 2322.956763 = -146035.130290
  nChanged 24
		SP:Iteration 11Q (28459.880000 sec): 3 clusters
  Score: Raw -148391.452010 + Penalty 2322.956763 = -146068.495247
  nChanged 16
		SP:Iteration 12Q (28460.040000 sec): 3 clusters
  Score: Raw -148413.909435 + Penalty 2322.956763 = -146090.952671
  nChanged 11
		SP:Iteration 13Q (28460.230000 sec): 3 clusters
  Score: Raw -148425.288665 + Penalty 2322.956763 = -146102.331902
  nChanged 7
		SP:Iteration 14Q (28460.400000 sec): 3 clusters
  Score: Raw -148429.236866 + Penalty 2322.956763 = -146106.280103
  nChanged 5
		SP:Iteration 15Q (28460.610000 sec): 3 clusters
  Score: Raw -148433.417611 + Penalty 2322.956763 = -146110.460848
  nChanged 0
		SP:Iteration 16F (28460.740000 sec): 3 clusters
  Score: Raw -148433.417611 + Penalty 2322.956763 = -146110.460848
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28460.860000 sec): 2 clusters
  Score: Raw -97769.556551 + Penalty 1112.628260 = -96656.928291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28461.050000 sec): 3 clusters
  Score: Raw -97513.879398 + Penalty 2225.256520 = -95288.622878
  nChanged 284
		SP:Iteration 1F (28461.200000 sec): 3 clusters
  Score: Raw -97799.210729 + Penalty 2225.256520 = -95573.954209
  nChanged 50
		SP:Iteration 2F (28461.400000 sec): 3 clusters
  Score: Raw -97864.073893 + Penalty 2225.256520 = -95638.817372
  nChanged 32
		SP:Iteration 3Q (28461.550000 sec): 3 clusters
  Score: Raw -97907.135890 + Penalty 2225.256520 = -95681.879370
  nChanged 32
		SP:Iteration 4Q (28461.700000 sec): 3 clusters
  Score: Raw -97950.550356 + Penalty 2225.256520 = -95725.293836
  nChanged 34
		SP:Iteration 5Q (28461.890000 sec): 3 clusters
  Score: Raw -97987.464935 + Penalty 2225.256520 = -95762.208415
  nChanged 22
		SP:Iteration 6Q (28462.100000 sec): 3 clusters
  Score: Raw -98021.954061 + Penalty 2225.256520 = -95796.697541
  nChanged 25
		SP:Iteration 7Q (28462.290000 sec): 3 clusters
  Score: Raw -98053.478429 + Penalty 2225.256520 = -95828.221909
  nChanged 14
		SP:Iteration 8Q (28462.450000 sec): 3 clusters
  Score: Raw -98078.563056 + Penalty 2225.256520 = -95853.306535
  nChanged 16
		SP:Iteration 9Q (28462.650000 sec): 3 clusters
  Score: Raw -98101.030688 + Penalty 2225.256520 = -95875.774167
  nChanged 7
		SP:Iteration 10Q (28462.810000 sec): 3 clusters
  Score: Raw -98108.442628 + Penalty 2225.256520 = -95883.186108
  nChanged 4
		SP:Iteration 11Q (28463.010000 sec): 3 clusters
  Score: Raw -98113.221665 + Penalty 2225.256520 = -95887.965145
  nChanged 1
		SP:Iteration 12Q (28463.140000 sec): 3 clusters
  Score: Raw -98114.512021 + Penalty 2225.256520 = -95889.255501
  nChanged 1
		SP:Iteration 13Q (28463.270000 sec): 3 clusters
  Score: Raw -98115.198307 + Penalty 2225.256520 = -95889.941787
  nChanged 1
		SP:Iteration 14Q (28463.450000 sec): 3 clusters
  Score: Raw -98116.148047 + Penalty 2225.256520 = -95890.891527
  nChanged 0
		SP:Iteration 15F (28463.640000 sec): 3 clusters
  Score: Raw -98116.148047 + Penalty 2225.256520 = -95890.891527
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28463.730000 sec): 2 clusters
  Score: Raw -265469.271536 + Penalty 1254.358599 = -264214.912936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28463.900000 sec): 3 clusters
  Score: Raw -264475.598899 + Penalty 2508.717198 = -261966.881701
  nChanged 813
		SP:Iteration 1F (28464.130000 sec): 3 clusters
  Score: Raw -265006.056989 + Penalty 2508.717198 = -262497.339790
  nChanged 206
		SP:Iteration 2F (28464.280000 sec): 3 clusters
  Score: Raw -265177.466492 + Penalty 2508.717198 = -262668.749294
  nChanged 130
		SP:Iteration 3F (28464.430000 sec): 3 clusters
  Score: Raw -265287.891791 + Penalty 2508.717198 = -262779.174593
  nChanged 106
		SP:Iteration 4Q (28464.600000 sec): 3 clusters
  Score: Raw -265355.410094 + Penalty 2508.717198 = -262846.692896
  nChanged 89
		SP:Iteration 5Q (28464.790000 sec): 3 clusters
  Score: Raw -265415.758794 + Penalty 2508.717198 = -262907.041596
  nChanged 66
		SP:Iteration 6Q (28464.940000 sec): 3 clusters
  Score: Raw -265456.198313 + Penalty 2508.717198 = -262947.481115
  nChanged 45
		SP:Iteration 7Q (28465.150000 sec): 3 clusters
  Score: Raw -265489.727704 + Penalty 2508.717198 = -262981.010505
  nChanged 53
		SP:Iteration 8Q (28465.350000 sec): 3 clusters
  Score: Raw -265537.796088 + Penalty 2508.717198 = -263029.078890
  nChanged 63
		SP:Iteration 9Q (28465.520000 sec): 3 clusters
  Score: Raw -265573.860194 + Penalty 2508.717198 = -263065.142995
  nChanged 54
		SP:Iteration 10Q (28465.670000 sec): 3 clusters
  Score: Raw -265613.716180 + Penalty 2508.717198 = -263104.998982
  nChanged 55
		SP:Iteration 11Q (28465.860000 sec): 3 clusters
  Score: Raw -265656.999309 + Penalty 2508.717198 = -263148.282110
  nChanged 52
		SP:Iteration 12Q (28466.030000 sec): 3 clusters
  Score: Raw -265700.453599 + Penalty 2508.717198 = -263191.736401
  nChanged 48
		SP:Iteration 13Q (28466.150000 sec): 3 clusters
  Score: Raw -265752.274253 + Penalty 2508.717198 = -263243.557055
  nChanged 57
		SP:Iteration 14Q (28466.360000 sec): 3 clusters
  Score: Raw -265821.200905 + Penalty 2508.717198 = -263312.483707
  nChanged 58
		SP:Iteration 15Q (28466.540000 sec): 3 clusters
  Score: Raw -265876.457677 + Penalty 2508.717198 = -263367.740478
  nChanged 50
		SP:Iteration 16Q (28466.670000 sec): 3 clusters
  Score: Raw -265918.500283 + Penalty 2508.717198 = -263409.783085
  nChanged 43
		SP:Iteration 17Q (28466.870000 sec): 3 clusters
  Score: Raw -265949.144328 + Penalty 2508.717198 = -263440.427130
  nChanged 28
		SP:Iteration 18Q (28467.040000 sec): 3 clusters
  Score: Raw -265966.317047 + Penalty 2508.717198 = -263457.599849
  nChanged 19
		SP:Iteration 19Q (28467.170000 sec): 3 clusters
  Score: Raw -265977.221882 + Penalty 2508.717198 = -263468.504684
  nChanged 13
		SP:Iteration 20F (28467.370000 sec): 3 clusters
  Score: Raw -265982.329108 + Penalty 2508.717198 = -263473.611910
  nChanged 12
		SP:Iteration 21Q (28467.520000 sec): 3 clusters
  Score: Raw -265986.879036 + Penalty 2508.717198 = -263478.161837
  nChanged 12
		SP:Iteration 22Q (28467.690000 sec): 3 clusters
  Score: Raw -265992.786073 + Penalty 2508.717198 = -263484.068875
  nChanged 11
		SP:Iteration 23Q (28467.840000 sec): 3 clusters
  Score: Raw -266000.293805 + Penalty 2508.717198 = -263491.576607
  nChanged 14
		SP:Iteration 24Q (28468.030000 sec): 3 clusters
  Score: Raw -266011.086768 + Penalty 2508.717198 = -263502.369570
  nChanged 11
		SP:Iteration 25Q (28468.170000 sec): 3 clusters
  Score: Raw -266018.611602 + Penalty 2508.717198 = -263509.894403
  nChanged 11
		SP:Iteration 26Q (28468.330000 sec): 3 clusters
  Score: Raw -266024.753643 + Penalty 2508.717198 = -263516.036445
  nChanged 8
		SP:Iteration 27Q (28468.520000 sec): 3 clusters
  Score: Raw -266030.217475 + Penalty 2508.717198 = -263521.500277
  nChanged 10
		SP:Iteration 28Q (28468.650000 sec): 3 clusters
  Score: Raw -266036.738368 + Penalty 2508.717198 = -263528.021170
  nChanged 8
		SP:Iteration 29Q (28468.820000 sec): 3 clusters
  Score: Raw -266042.570488 + Penalty 2508.717198 = -263533.853290
  nChanged 6
		SP:Iteration 30Q (28469.030000 sec): 3 clusters
  Score: Raw -266045.231139 + Penalty 2508.717198 = -263536.513941
  nChanged 4
		SP:Iteration 31Q (28469.200000 sec): 3 clusters
  Score: Raw -266047.628010 + Penalty 2508.717198 = -263538.910811
  nChanged 3
		SP:Iteration 32Q (28469.330000 sec): 3 clusters
  Score: Raw -266048.755637 + Penalty 2508.717198 = -263540.038439
  nChanged 4
		SP:Iteration 33Q (28469.520000 sec): 3 clusters
  Score: Raw -266051.549019 + Penalty 2508.717198 = -263542.831820
  nChanged 5
		SP:Iteration 34Q (28469.730000 sec): 3 clusters
  Score: Raw -266054.254345 + Penalty 2508.717198 = -263545.537147
  nChanged 6
		SP:Iteration 35Q (28469.880000 sec): 3 clusters
  Score: Raw -266057.084456 + Penalty 2508.717198 = -263548.367257
  nChanged 3
		SP:Iteration 36Q (28470.090000 sec): 3 clusters
  Score: Raw -266058.428706 + Penalty 2508.717198 = -263549.711507
  nChanged 3
		SP:Iteration 37Q (28470.230000 sec): 3 clusters
  Score: Raw -266060.725400 + Penalty 2508.717198 = -263552.008202
  nChanged 2
		SP:Iteration 38Q (28470.410000 sec): 3 clusters
  Score: Raw -266061.356459 + Penalty 2508.717198 = -263552.639260
  nChanged 0
		SP:Iteration 39F (28470.610000 sec): 3 clusters
  Score: Raw -266061.356459 + Penalty 2508.717198 = -263552.639260
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28470.690000 sec): 2 clusters
  Score: Raw -20689.454015 + Penalty 866.566804 = -19822.887211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28470.900000 sec): 3 clusters
  Score: Raw -20819.024915 + Penalty 1733.133608 = -19085.891307
  nChanged 33
		SP:Iteration 1F (28471.050000 sec): 3 clusters
  Score: Raw -20947.366984 + Penalty 1733.133608 = -19214.233376
  nChanged 7
		SP:Iteration 2Q (28471.240000 sec): 3 clusters
  Score: Raw -20990.328765 + Penalty 1733.133608 = -19257.195157
  nChanged 7
		SP:Iteration 3Q (28471.390000 sec): 3 clusters
  Score: Raw -21015.990444 + Penalty 1733.133608 = -19282.856836
  nChanged 7
		SP:Iteration 4Q (28471.590000 sec): 3 clusters
  Score: Raw -21040.292777 + Penalty 1733.133608 = -19307.159169
  nChanged 6
		SP:Iteration 5Q (28471.740000 sec): 3 clusters
  Score: Raw -21074.372877 + Penalty 1733.133608 = -19341.239270
  nChanged 1
		SP:Iteration 6Q (28471.930000 sec): 3 clusters
  Score: Raw -21078.899075 + Penalty 1733.133608 = -19345.765467
  nChanged 1
		SP:Iteration 7Q (28472.100000 sec): 3 clusters
  Score: Raw -21083.169716 + Penalty 1733.133608 = -19350.036108
  nChanged 0
		SP:Iteration 8F (28472.270000 sec): 3 clusters
  Score: Raw -21083.169716 + Penalty 1733.133608 = -19350.036108
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28472.420000 sec): 2 clusters
  Score: Raw -54190.519281 + Penalty 1025.065997 = -53165.453285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28472.520000 sec): 3 clusters
  Score: Raw -54172.634555 + Penalty 2050.131993 = -52122.502562
  nChanged 120
		SP:Iteration 1F (28472.730000 sec): 3 clusters
  Score: Raw -54363.602371 + Penalty 2050.131993 = -52313.470378
  nChanged 44
		SP:Iteration 2F (28472.850000 sec): 3 clusters
  Score: Raw -54448.209633 + Penalty 2050.131993 = -52398.077640
  nChanged 23
		SP:Iteration 3Q (28473.020000 sec): 3 clusters
  Score: Raw -54498.306842 + Penalty 2050.131993 = -52448.174848
  nChanged 21
		SP:Iteration 4Q (28473.190000 sec): 3 clusters
  Score: Raw -54542.984133 + Penalty 2050.131993 = -52492.852140
  nChanged 10
		SP:Iteration 5Q (28473.400000 sec): 3 clusters
  Score: Raw -54565.268721 + Penalty 2050.131993 = -52515.136728
  nChanged 7
		SP:Iteration 6Q (28473.540000 sec): 3 clusters
  Score: Raw -54580.329137 + Penalty 2050.131993 = -52530.197143
  nChanged 2
		SP:Iteration 7Q (28473.720000 sec): 3 clusters
  Score: Raw -54581.691883 + Penalty 2050.131993 = -52531.559889
  nChanged 2
		SP:Iteration 8Q (28473.930000 sec): 3 clusters
  Score: Raw -54583.203049 + Penalty 2050.131993 = -52533.071055
  nChanged 0
		SP:Iteration 9F (28474.120000 sec): 3 clusters
  Score: Raw -54583.203049 + Penalty 2050.131993 = -52533.071055
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28474.200000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28474.380000 sec): 3 clusters
  Score: Raw -299043.976750 + Penalty 2551.789883 = -296492.186868
  nChanged 946
		SP:Iteration 1F (28474.610000 sec): 3 clusters
  Score: Raw -299634.517063 + Penalty 2551.789883 = -297082.727180
  nChanged 198
		SP:Iteration 2F (28474.770000 sec): 3 clusters
  Score: Raw -299803.034539 + Penalty 2551.789883 = -297251.244656
  nChanged 166
		SP:Iteration 3F (28474.930000 sec): 3 clusters
  Score: Raw -299951.706797 + Penalty 2551.789883 = -297399.916914
  nChanged 151
		SP:Iteration 4F (28475.140000 sec): 3 clusters
  Score: Raw -300081.324228 + Penalty 2551.789883 = -297529.534346
  nChanged 138
		SP:Iteration 5F (28475.300000 sec): 3 clusters
  Score: Raw -300193.222518 + Penalty 2551.789883 = -297641.432635
  nChanged 117
		SP:Iteration 6Q (28475.470000 sec): 3 clusters
  Score: Raw -300299.361456 + Penalty 2551.789883 = -297747.571573
  nChanged 99
		SP:Iteration 7Q (28475.670000 sec): 3 clusters
  Score: Raw -300380.948009 + Penalty 2551.789883 = -297829.158126
  nChanged 94
		SP:Iteration 8Q (28475.850000 sec): 3 clusters
  Score: Raw -300458.189634 + Penalty 2551.789883 = -297906.399751
  nChanged 74
		SP:Iteration 9Q (28476.020000 sec): 3 clusters
  Score: Raw -300514.765031 + Penalty 2551.789883 = -297962.975148
  nChanged 67
		SP:Iteration 10Q (28476.250000 sec): 3 clusters
  Score: Raw -300572.744488 + Penalty 2551.789883 = -298020.954606
  nChanged 73
		SP:Iteration 11Q (28476.400000 sec): 3 clusters
  Score: Raw -300643.156367 + Penalty 2551.789883 = -298091.366484
  nChanged 62
		SP:Iteration 12Q (28476.600000 sec): 3 clusters
  Score: Raw -300702.396726 + Penalty 2551.789883 = -298150.606843
  nChanged 58
		SP:Iteration 13Q (28476.780000 sec): 3 clusters
  Score: Raw -300752.341148 + Penalty 2551.789883 = -298200.551266
  nChanged 51
		SP:Iteration 14Q (28476.970000 sec): 3 clusters
  Score: Raw -300803.088297 + Penalty 2551.789883 = -298251.298415
  nChanged 38
		SP:Iteration 15Q (28477.130000 sec): 3 clusters
  Score: Raw -300832.208059 + Penalty 2551.789883 = -298280.418176
  nChanged 34
		SP:Iteration 16Q (28477.330000 sec): 3 clusters
  Score: Raw -300851.816587 + Penalty 2551.789883 = -298300.026704
  nChanged 16
		SP:Iteration 17Q (28477.500000 sec): 3 clusters
  Score: Raw -300859.853623 + Penalty 2551.789883 = -298308.063740
  nChanged 9
		SP:Iteration 18Q (28477.680000 sec): 3 clusters
  Score: Raw -300864.153429 + Penalty 2551.789883 = -298312.363546
  nChanged 8
		SP:Iteration 19Q (28477.890000 sec): 3 clusters
  Score: Raw -300867.870479 + Penalty 2551.789883 = -298316.080596
  nChanged 5
		SP:Iteration 20F (28478.050000 sec): 3 clusters
  Score: Raw -300873.420376 + Penalty 2551.789883 = -298321.630493
  nChanged 5
		SP:Iteration 21Q (28478.220000 sec): 3 clusters
  Score: Raw -300875.139093 + Penalty 2551.789883 = -298323.349210
  nChanged 2
		SP:Iteration 22Q (28478.430000 sec): 3 clusters
  Score: Raw -300876.304576 + Penalty 2551.789883 = -298324.514693
  nChanged 2
		SP:Iteration 23Q (28478.610000 sec): 3 clusters
  Score: Raw -300877.416463 + Penalty 2551.789883 = -298325.626581
  nChanged 1
		SP:Iteration 24Q (28478.750000 sec): 3 clusters
  Score: Raw -300877.649343 + Penalty 2551.789883 = -298325.859460
  nChanged 2
		SP:Iteration 25Q (28478.950000 sec): 3 clusters
  Score: Raw -300878.281369 + Penalty 2551.789883 = -298326.491486
  nChanged 1
		SP:Iteration 26Q (28479.140000 sec): 3 clusters
  Score: Raw -300878.644795 + Penalty 2551.789883 = -298326.854912
  nChanged 0
		SP:Iteration 27F (28479.310000 sec): 3 clusters
  Score: Raw -300878.644795 + Penalty 2551.789883 = -298326.854912
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28479.410000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28479.600000 sec): 3 clusters
  Score: Raw -78715.857759 + Penalty 2126.771350 = -76589.086410
  nChanged 167
		SP:Iteration 1F (28479.770000 sec): 3 clusters
  Score: Raw -78900.795634 + Penalty 2126.771350 = -76774.024285
  nChanged 40
		SP:Iteration 2F (28479.990000 sec): 3 clusters
  Score: Raw -78966.264475 + Penalty 2126.771350 = -76839.493125
  nChanged 34
		SP:Iteration 3Q (28480.160000 sec): 3 clusters
  Score: Raw -79033.146941 + Penalty 2126.771350 = -76906.375591
  nChanged 19
		SP:Iteration 4Q (28480.330000 sec): 3 clusters
  Score: Raw -79057.424132 + Penalty 2126.771350 = -76930.652782
  nChanged 7
		SP:Iteration 5Q (28480.490000 sec): 3 clusters
  Score: Raw -79065.636108 + Penalty 2126.771350 = -76938.864758
  nChanged 4
		SP:Iteration 6Q (28480.670000 sec): 3 clusters
  Score: Raw -79070.989922 + Penalty 2126.771350 = -76944.218572
  nChanged 1
		SP:Iteration 7Q (28480.830000 sec): 3 clusters
  Score: Raw -79071.573670 + Penalty 2126.771350 = -76944.802320
  nChanged 0
		SP:Iteration 8F (28481.010000 sec): 3 clusters
  Score: Raw -79071.573670 + Penalty 2126.771350 = -76944.802320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28481.110000 sec): 2 clusters
  Score: Raw -23029.866504 + Penalty 887.182646 = -22142.683858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28481.260000 sec): 3 clusters
  Score: Raw -23182.266457 + Penalty 1774.365292 = -21407.901165
  nChanged 44
		SP:Iteration 1F (28481.430000 sec): 3 clusters
  Score: Raw -23361.977050 + Penalty 1774.365292 = -21587.611758
  nChanged 23
		SP:Iteration 2F (28481.610000 sec): 3 clusters
  Score: Raw -23439.926847 + Penalty 1774.365292 = -21665.561555
  nChanged 9
		SP:Iteration 3Q (28481.770000 sec): 3 clusters
  Score: Raw -23515.656271 + Penalty 1774.365292 = -21741.290979
  nChanged 5
		SP:Iteration 4Q (28481.950000 sec): 3 clusters
  Score: Raw -23537.153396 + Penalty 1774.365292 = -21762.788104
  nChanged 3
		SP:Iteration 5Q (28482.100000 sec): 3 clusters
  Score: Raw -23541.973989 + Penalty 1774.365292 = -21767.608697
  nChanged 3
		SP:Iteration 6Q (28482.250000 sec): 3 clusters
  Score: Raw -23545.042887 + Penalty 1774.365292 = -21770.677595
  nChanged 0
		SP:Iteration 7F (28482.390000 sec): 3 clusters
  Score: Raw -23545.042887 + Penalty 1774.365292 = -21770.677595
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28482.480000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28482.670000 sec): 3 clusters
  Score: Raw -47217.658205 + Penalty 1960.753022 = -45256.905183
  nChanged 90
		SP:Iteration 1F (28482.890000 sec): 3 clusters
  Score: Raw -47373.049824 + Penalty 1960.753022 = -45412.296802
  nChanged 18
		SP:Iteration 2Q (28483.020000 sec): 3 clusters
  Score: Raw -47410.081594 + Penalty 1960.753022 = -45449.328572
  nChanged 7
		SP:Iteration 3Q (28483.210000 sec): 3 clusters
  Score: Raw -47437.511518 + Penalty 1960.753022 = -45476.758496
  nChanged 6
		SP:Iteration 4Q (28483.400000 sec): 3 clusters
  Score: Raw -47450.611766 + Penalty 1960.753022 = -45489.858744
  nChanged 2
		SP:Iteration 5Q (28483.610000 sec): 3 clusters
  Score: Raw -47454.172319 + Penalty 1960.753022 = -45493.419297
  nChanged 1
		SP:Iteration 6Q (28483.800000 sec): 3 clusters
  Score: Raw -47455.570824 + Penalty 1960.753022 = -45494.817802
  nChanged 0
		SP:Iteration 7F (28483.980000 sec): 3 clusters
  Score: Raw -47455.570824 + Penalty 1960.753022 = -45494.817802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28484.060000 sec): 2 clusters
  Score: Raw -106448.246921 + Penalty 1107.897468 = -105340.349453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28484.230000 sec): 3 clusters
  Score: Raw -106164.040583 + Penalty 2215.794936 = -103948.245648
  nChanged 258
		SP:Iteration 1F (28484.380000 sec): 3 clusters
  Score: Raw -106404.698780 + Penalty 2215.794936 = -104188.903844
  nChanged 67
		SP:Iteration 2F (28484.600000 sec): 3 clusters
  Score: Raw -106484.441570 + Penalty 2215.794936 = -104268.646634
  nChanged 43
		SP:Iteration 3Q (28484.770000 sec): 3 clusters
  Score: Raw -106529.898309 + Penalty 2215.794936 = -104314.103374
  nChanged 27
		SP:Iteration 4Q (28484.940000 sec): 3 clusters
  Score: Raw -106558.715041 + Penalty 2215.794936 = -104342.920105
  nChanged 14
		SP:Iteration 5Q (28485.100000 sec): 3 clusters
  Score: Raw -106571.921756 + Penalty 2215.794936 = -104356.126820
  nChanged 14
		SP:Iteration 6Q (28485.290000 sec): 3 clusters
  Score: Raw -106580.687996 + Penalty 2215.794936 = -104364.893060
  nChanged 6
		SP:Iteration 7Q (28485.460000 sec): 3 clusters
  Score: Raw -106584.815487 + Penalty 2215.794936 = -104369.020551
  nChanged 3
		SP:Iteration 8Q (28485.610000 sec): 3 clusters
  Score: Raw -106587.465603 + Penalty 2215.794936 = -104371.670667
  nChanged 6
		SP:Iteration 9Q (28485.840000 sec): 3 clusters
  Score: Raw -106592.593527 + Penalty 2215.794936 = -104376.798591
  nChanged 5
		SP:Iteration 10Q (28486.020000 sec): 3 clusters
  Score: Raw -106596.720052 + Penalty 2215.794936 = -104380.925116
  nChanged 1
		SP:Iteration 11Q (28486.210000 sec): 3 clusters
  Score: Raw -106597.686695 + Penalty 2215.794936 = -104381.891760
  nChanged 1
		SP:Iteration 12Q (28486.350000 sec): 3 clusters
  Score: Raw -106598.408351 + Penalty 2215.794936 = -104382.613415
  nChanged 1
		SP:Iteration 13Q (28486.520000 sec): 3 clusters
  Score: Raw -106598.740822 + Penalty 2215.794936 = -104382.945886
  nChanged 2
		SP:Iteration 14Q (28486.680000 sec): 3 clusters
  Score: Raw -106600.088496 + Penalty 2215.794936 = -104384.293560
  nChanged 2
		SP:Iteration 15Q (28486.880000 sec): 3 clusters
  Score: Raw -106602.042140 + Penalty 2215.794936 = -104386.247204
  nChanged 1
		SP:Iteration 16Q (28487.060000 sec): 3 clusters
  Score: Raw -106603.712777 + Penalty 2215.794936 = -104387.917841
  nChanged 3
		SP:Iteration 17Q (28487.250000 sec): 3 clusters
  Score: Raw -106606.143021 + Penalty 2215.794936 = -104390.348085
  nChanged 3
		SP:Iteration 18Q (28487.410000 sec): 3 clusters
  Score: Raw -106608.680244 + Penalty 2215.794936 = -104392.885308
  nChanged 0
		SP:Iteration 19F (28487.590000 sec): 3 clusters
  Score: Raw -106608.680244 + Penalty 2215.794936 = -104392.885308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28487.690000 sec): 2 clusters
  Score: Raw -240904.415068 + Penalty 1246.747524 = -239657.667544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28487.840000 sec): 3 clusters
  Score: Raw -239922.405434 + Penalty 2493.495048 = -237428.910386
  nChanged 781
		SP:Iteration 1F (28488.030000 sec): 3 clusters
  Score: Raw -240472.915128 + Penalty 2493.495048 = -237979.420080
  nChanged 180
		SP:Iteration 2F (28488.210000 sec): 3 clusters
  Score: Raw -240651.945779 + Penalty 2493.495048 = -238158.450731
  nChanged 146
		SP:Iteration 3F (28488.390000 sec): 3 clusters
  Score: Raw -240838.258272 + Penalty 2493.495048 = -238344.763224
  nChanged 141
		SP:Iteration 4F (28488.550000 sec): 3 clusters
  Score: Raw -241017.383394 + Penalty 2493.495048 = -238523.888346
  nChanged 131
		SP:Iteration 5F (28488.730000 sec): 3 clusters
  Score: Raw -241184.191068 + Penalty 2493.495048 = -238690.696020
  nChanged 108
		SP:Iteration 6F (28488.900000 sec): 3 clusters
  Score: Raw -241333.876915 + Penalty 2493.495048 = -238840.381867
  nChanged 97
		SP:Iteration 7Q (28489.070000 sec): 3 clusters
  Score: Raw -241433.519392 + Penalty 2493.495048 = -238940.024344
  nChanged 66
		SP:Iteration 8Q (28489.250000 sec): 3 clusters
  Score: Raw -241504.736891 + Penalty 2493.495048 = -239011.241843
  nChanged 63
		SP:Iteration 9Q (28489.440000 sec): 3 clusters
  Score: Raw -241557.890640 + Penalty 2493.495048 = -239064.395592
  nChanged 49
		SP:Iteration 10Q (28489.630000 sec): 3 clusters
  Score: Raw -241601.337913 + Penalty 2493.495048 = -239107.842865
  nChanged 33
		SP:Iteration 11Q (28489.840000 sec): 3 clusters
  Score: Raw -241631.383056 + Penalty 2493.495048 = -239137.888007
  nChanged 23
		SP:Iteration 12Q (28489.990000 sec): 3 clusters
  Score: Raw -241644.293372 + Penalty 2493.495048 = -239150.798323
  nChanged 18
		SP:Iteration 13Q (28490.170000 sec): 3 clusters
  Score: Raw -241654.827584 + Penalty 2493.495048 = -239161.332536
  nChanged 17
		SP:Iteration 14Q (28490.370000 sec): 3 clusters
  Score: Raw -241661.845886 + Penalty 2493.495048 = -239168.350838
  nChanged 11
		SP:Iteration 15Q (28490.570000 sec): 3 clusters
  Score: Raw -241669.977235 + Penalty 2493.495048 = -239176.482187
  nChanged 8
		SP:Iteration 16Q (28490.720000 sec): 3 clusters
  Score: Raw -241674.246858 + Penalty 2493.495048 = -239180.751810
  nChanged 8
		SP:Iteration 17Q (28490.900000 sec): 3 clusters
  Score: Raw -241676.497470 + Penalty 2493.495048 = -239183.002422
  nChanged 3
		SP:Iteration 18Q (28491.080000 sec): 3 clusters
  Score: Raw -241677.763843 + Penalty 2493.495048 = -239184.268795
  nChanged 0
		SP:Iteration 19F (28491.240000 sec): 3 clusters
  Score: Raw -241677.763843 + Penalty 2493.495048 = -239184.268795
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28491.360000 sec): 2 clusters
  Score: Raw -11536.520225 + Penalty 845.651087 = -10690.869139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28491.510000 sec): 3 clusters
  Score: Raw -11790.874817 + Penalty 1691.302173 = -10099.572644
  nChanged 36
		SP:Iteration 1F (28491.660000 sec): 3 clusters
  Score: Raw -11926.822804 + Penalty 1691.302173 = -10235.520631
  nChanged 16
		SP:Iteration 2F (28491.860000 sec): 3 clusters
  Score: Raw -11949.223834 + Penalty 1691.302173 = -10257.921661
  nChanged 4
		SP:Iteration 3Q (28492.020000 sec): 3 clusters
  Score: Raw -11959.052975 + Penalty 1691.302173 = -10267.750802
  nChanged 4
		SP:Iteration 4Q (28492.220000 sec): 3 clusters
  Score: Raw -11973.861108 + Penalty 1691.302173 = -10282.558934
  nChanged 2
		SP:Iteration 5Q (28492.370000 sec): 3 clusters
  Score: Raw -11976.875422 + Penalty 1691.302173 = -10285.573249
  nChanged 0
		SP:Iteration 6F (28492.560000 sec): 3 clusters
  Score: Raw -11976.875422 + Penalty 1691.302173 = -10285.573249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28492.640000 sec): 2 clusters
  Score: Raw -7648.426670 + Penalty 787.180402 = -6861.246268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28492.810000 sec): 3 clusters
  Score: Raw -8034.759806 + Penalty 1574.360803 = -6460.399003
  nChanged 16
		SP:Iteration 1F (28493.020000 sec): 3 clusters
  Score: Raw -8135.021604 + Penalty 1574.360803 = -6560.660801
  nChanged 10
		SP:Iteration 2F (28493.210000 sec): 3 clusters
  Score: Raw -8244.819315 + Penalty 1574.360803 = -6670.458512
  nChanged 5
		SP:Iteration 3Q (28493.400000 sec): 3 clusters
  Score: Raw -8284.141975 + Penalty 1574.360803 = -6709.781172
  nChanged 2
		SP:Iteration 4Q (28493.550000 sec): 3 clusters
  Score: Raw -8293.153815 + Penalty 1574.360803 = -6718.793012
  nChanged 3
		SP:Iteration 5Q (28493.720000 sec): 3 clusters
  Score: Raw -8313.303909 + Penalty 1574.360803 = -6738.943106
  nChanged 2
		SP:Iteration 6Q (28493.890000 sec): 3 clusters
  Score: Raw -8329.303151 + Penalty 1574.360803 = -6754.942348
  nChanged 1
		SP:Iteration 7Q (28494.080000 sec): 3 clusters
  Score: Raw -8334.139480 + Penalty 1574.360803 = -6759.778677
  nChanged 0
		SP:Iteration 8F (28494.270000 sec): 3 clusters
  Score: Raw -8334.139480 + Penalty 1574.360803 = -6759.778677
  nChanged 0
Iteration 259Q (28614.600000 sec): 117 clusters
  Score: Raw -106213055.789695 + Penalty 258642.007529 = -105954413.782166
  nChanged 20
Iteration 260F (28794.830000 sec): 117 clusters
  Score: Raw -106213082.632161 + Penalty 258642.007529 = -105954440.624632
  nChanged 18
Iteration 261Q (28919.780000 sec): 117 clusters
  Score: Raw -106213101.747751 + Penalty 258642.007529 = -105954459.740222
  nChanged 12
Iteration 262Q (29043.640000 sec): 117 clusters
  Score: Raw -106213111.024333 + Penalty 258642.007529 = -105954469.016804
  nChanged 11
Iteration 263Q (29164.680000 sec): 117 clusters
  Score: Raw -106213114.126031 + Penalty 258642.007529 = -105954472.118502
  nChanged 11
Iteration 264Q (29284.090000 sec): 117 clusters
  Score: Raw -106213115.624050 + Penalty 258642.007529 = -105954473.616521
  nChanged 7
Iteration 265Q (29406.380000 sec): 117 clusters
  Score: Raw -106213116.009440 + Penalty 258642.007529 = -105954474.001911
  nChanged 15
Iteration 266Q (29531.930000 sec): 117 clusters
  Score: Raw -106213116.871683 + Penalty 258642.007529 = -105954474.864154
  nChanged 17
Iteration 267Q (29652.970000 sec): 117 clusters
  Score: Raw -106213117.849065 + Penalty 258642.007529 = -105954475.841536
  nChanged 20
Iteration 268Q (29771.520000 sec): 117 clusters
  Score: Raw -106213118.654360 + Penalty 258642.007529 = -105954476.646831
  nChanged 14
Iteration 269Q (29898.920000 sec): 117 clusters
  Score: Raw -106213119.375860 + Penalty 258642.007529 = -105954477.368331
  nChanged 9
Iteration 270Q (30021.970000 sec): 117 clusters
  Score: Raw -106213119.827206 + Penalty 258642.007529 = -105954477.819677
  nChanged 4
Iteration 271Q (30147.440000 sec): 117 clusters
  Score: Raw -106213120.042486 + Penalty 258642.007529 = -105954478.034957
  nChanged 7
Iteration 272Q (30266.870000 sec): 117 clusters
  Score: Raw -106213120.551746 + Penalty 258642.007529 = -105954478.544217
  nChanged 10
Iteration 273Q (30391.530000 sec): 117 clusters
  Score: Raw -106213121.181058 + Penalty 258642.007529 = -105954479.173529
  nChanged 8
Iteration 274Q (30520.010000 sec): 117 clusters
  Score: Raw -106213121.846545 + Penalty 258642.007529 = -105954479.839017
  nChanged 9
Iteration 275Q (30646.810000 sec): 117 clusters
  Score: Raw -106213122.450408 + Penalty 258642.007529 = -105954480.442879
  nChanged 5
Iteration 276Q (30770.420000 sec): 117 clusters
  Score: Raw -106213122.834649 + Penalty 258642.007529 = -105954480.827120
  nChanged 7
Iteration 277Q (30893.320000 sec): 117 clusters
  Score: Raw -106213123.204307 + Penalty 258642.007529 = -105954481.196778
  nChanged 5
Iteration 278Q (31013.630000 sec): 117 clusters
  Score: Raw -106213123.577735 + Penalty 258642.007529 = -105954481.570206
  nChanged 2
Iteration 279Q (31141.360000 sec): 117 clusters
  Score: Raw -106213123.665458 + Penalty 258642.007529 = -105954481.657929
  nChanged 1
Iteration 280F (31327.470000 sec): 117 clusters
  Score: Raw -106213123.834363 + Penalty 258642.007529 = -105954481.826834
  nChanged 1
Iteration 281Q (31448.160000 sec): 117 clusters
  Score: Raw -106213123.874124 + Penalty 258642.007529 = -105954481.866595
  nChanged 1
Iteration 282Q (31572.990000 sec): 117 clusters
  Score: Raw -106213123.906417 + Penalty 258642.007529 = -105954481.898888
  nChanged 0
Iteration 283F (31759.600000 sec): 117 clusters
  Score: Raw -106213123.906417 + Penalty 258642.007529 = -105954481.898888
  nChanged 0
Compute initial score before splitting:   Score: Raw -106213123.906417 + Penalty 258642.007529 = -105954481.898888
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31759.750000 sec): 2 clusters
  Score: Raw -137666.119789 + Penalty 1164.392690 = -136501.727099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31759.930000 sec): 3 clusters
  Score: Raw -137218.606610 + Penalty 2328.785379 = -134889.821231
  nChanged 423
		SP:Iteration 1F (31760.130000 sec): 3 clusters
  Score: Raw -137573.008026 + Penalty 2328.785379 = -135244.222647
  nChanged 104
		SP:Iteration 2F (31760.320000 sec): 3 clusters
  Score: Raw -137719.773581 + Penalty 2328.785379 = -135390.988201
  nChanged 79
		SP:Iteration 3F (31760.470000 sec): 3 clusters
  Score: Raw -137814.495356 + Penalty 2328.785379 = -135485.709977
  nChanged 54
		SP:Iteration 4Q (31760.630000 sec): 3 clusters
  Score: Raw -137882.721348 + Penalty 2328.785379 = -135553.935968
  nChanged 48
		SP:Iteration 5Q (31760.810000 sec): 3 clusters
  Score: Raw -137940.397169 + Penalty 2328.785379 = -135611.611789
  nChanged 34
		SP:Iteration 6Q (31760.990000 sec): 3 clusters
  Score: Raw -137975.844218 + Penalty 2328.785379 = -135647.058839
  nChanged 31
		SP:Iteration 7Q (31761.170000 sec): 3 clusters
  Score: Raw -137998.201413 + Penalty 2328.785379 = -135669.416033
  nChanged 20
		SP:Iteration 8Q (31761.370000 sec): 3 clusters
  Score: Raw -138017.112484 + Penalty 2328.785379 = -135688.327105
  nChanged 17
		SP:Iteration 9Q (31761.530000 sec): 3 clusters
  Score: Raw -138030.780642 + Penalty 2328.785379 = -135701.995263
  nChanged 16
		SP:Iteration 10Q (31761.750000 sec): 3 clusters
  Score: Raw -138044.334686 + Penalty 2328.785379 = -135715.549307
  nChanged 15
		SP:Iteration 11Q (31761.900000 sec): 3 clusters
  Score: Raw -138054.505502 + Penalty 2328.785379 = -135725.720122
  nChanged 13
		SP:Iteration 12Q (31762.090000 sec): 3 clusters
  Score: Raw -138074.164546 + Penalty 2328.785379 = -135745.379167
  nChanged 8
		SP:Iteration 13Q (31762.250000 sec): 3 clusters
  Score: Raw -138081.468339 + Penalty 2328.785379 = -135752.682960
  nChanged 9
		SP:Iteration 14Q (31762.420000 sec): 3 clusters
  Score: Raw -138087.033424 + Penalty 2328.785379 = -135758.248045
  nChanged 5
		SP:Iteration 15Q (31762.590000 sec): 3 clusters
  Score: Raw -138090.241425 + Penalty 2328.785379 = -135761.456046
  nChanged 9
		SP:Iteration 16Q (31762.760000 sec): 3 clusters
  Score: Raw -138096.838070 + Penalty 2328.785379 = -135768.052691
  nChanged 7
		SP:Iteration 17Q (31762.950000 sec): 3 clusters
  Score: Raw -138101.113475 + Penalty 2328.785379 = -135772.328095
  nChanged 6
		SP:Iteration 18Q (31763.160000 sec): 3 clusters
  Score: Raw -138106.652417 + Penalty 2328.785379 = -135777.867038
  nChanged 7
		SP:Iteration 19Q (31763.310000 sec): 3 clusters
  Score: Raw -138111.895790 + Penalty 2328.785379 = -135783.110410
  nChanged 6
		SP:Iteration 20F (31763.460000 sec): 3 clusters
  Score: Raw -138118.493717 + Penalty 2328.785379 = -135789.708338
  nChanged 6
		SP:Iteration 21Q (31763.660000 sec): 3 clusters
  Score: Raw -138122.213092 + Penalty 2328.785379 = -135793.427712
  nChanged 2
		SP:Iteration 22Q (31763.830000 sec): 3 clusters
  Score: Raw -138122.953534 + Penalty 2328.785379 = -135794.168155
  nChanged 1
		SP:Iteration 23Q (31764.010000 sec): 3 clusters
  Score: Raw -138123.367448 + Penalty 2328.785379 = -135794.582069
  nChanged 1
		SP:Iteration 24Q (31764.190000 sec): 3 clusters
  Score: Raw -138123.962085 + Penalty 2328.785379 = -135795.176706
  nChanged 1
		SP:Iteration 25Q (31764.370000 sec): 3 clusters
  Score: Raw -138124.677927 + Penalty 2328.785379 = -135795.892548
  nChanged 1
		SP:Iteration 26Q (31764.540000 sec): 3 clusters
  Score: Raw -138125.187802 + Penalty 2328.785379 = -135796.402422
  nChanged 0
		SP:Iteration 27F (31764.700000 sec): 3 clusters
  Score: Raw -138125.187802 + Penalty 2328.785379 = -135796.402422
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31764.790000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31764.950000 sec): 3 clusters
  Score: Raw -309644.588965 + Penalty 2560.769733 = -307083.819232
  nChanged 959
		SP:Iteration 1F (31765.150000 sec): 3 clusters
  Score: Raw -310210.765435 + Penalty 2560.769733 = -307649.995703
  nChanged 189
		SP:Iteration 2F (31765.330000 sec): 3 clusters
  Score: Raw -310320.808536 + Penalty 2560.769733 = -307760.038804
  nChanged 136
		SP:Iteration 3F (31765.500000 sec): 3 clusters
  Score: Raw -310424.156311 + Penalty 2560.769733 = -307863.386579
  nChanged 132
		SP:Iteration 4Q (31765.640000 sec): 3 clusters
  Score: Raw -310530.375713 + Penalty 2560.769733 = -307969.605981
  nChanged 112
		SP:Iteration 5Q (31765.830000 sec): 3 clusters
  Score: Raw -310621.648794 + Penalty 2560.769733 = -308060.879061
  nChanged 101
		SP:Iteration 6Q (31766.010000 sec): 3 clusters
  Score: Raw -310700.131692 + Penalty 2560.769733 = -308139.361960
  nChanged 98
		SP:Iteration 7Q (31766.160000 sec): 3 clusters
  Score: Raw -310766.838380 + Penalty 2560.769733 = -308206.068648
  nChanged 87
		SP:Iteration 8Q (31766.370000 sec): 3 clusters
  Score: Raw -310822.783694 + Penalty 2560.769733 = -308262.013961
  nChanged 67
		SP:Iteration 9Q (31766.540000 sec): 3 clusters
  Score: Raw -310862.965067 + Penalty 2560.769733 = -308302.195334
  nChanged 52
		SP:Iteration 10Q (31766.720000 sec): 3 clusters
  Score: Raw -310900.260249 + Penalty 2560.769733 = -308339.490516
  nChanged 82
		SP:Iteration 11Q (31766.900000 sec): 3 clusters
  Score: Raw -310955.554881 + Penalty 2560.769733 = -308394.785148
  nChanged 67
		SP:Iteration 12Q (31767.040000 sec): 3 clusters
  Score: Raw -311012.457865 + Penalty 2560.769733 = -308451.688132
  nChanged 65
		SP:Iteration 13Q (31767.230000 sec): 3 clusters
  Score: Raw -311069.403653 + Penalty 2560.769733 = -308508.633920
  nChanged 69
		SP:Iteration 14Q (31767.430000 sec): 3 clusters
  Score: Raw -311152.623398 + Penalty 2560.769733 = -308591.853665
  nChanged 68
		SP:Iteration 15Q (31767.630000 sec): 3 clusters
  Score: Raw -311261.709186 + Penalty 2560.769733 = -308700.939453
  nChanged 77
		SP:Iteration 16Q (31767.820000 sec): 3 clusters
  Score: Raw -311455.287943 + Penalty 2560.769733 = -308894.518210
  nChanged 74
		SP:Iteration 17Q (31768.010000 sec): 3 clusters
  Score: Raw -311643.658650 + Penalty 2560.769733 = -309082.888917
  nChanged 85
		SP:Iteration 18Q (31768.200000 sec): 3 clusters
  Score: Raw -311844.304745 + Penalty 2560.769733 = -309283.535012
  nChanged 69
		SP:Iteration 19Q (31768.380000 sec): 3 clusters
  Score: Raw -311950.648434 + Penalty 2560.769733 = -309389.878701
  nChanged 50
		SP:Iteration 20F (31768.540000 sec): 3 clusters
  Score: Raw -312008.370618 + Penalty 2560.769733 = -309447.600886
  nChanged 37
		SP:Iteration 21Q (31768.700000 sec): 3 clusters
  Score: Raw -312040.199643 + Penalty 2560.769733 = -309479.429910
  nChanged 24
		SP:Iteration 22Q (31768.870000 sec): 3 clusters
  Score: Raw -312062.644401 + Penalty 2560.769733 = -309501.874669
  nChanged 20
		SP:Iteration 23Q (31769.020000 sec): 3 clusters
  Score: Raw -312075.563202 + Penalty 2560.769733 = -309514.793469
  nChanged 12
		SP:Iteration 24Q (31769.190000 sec): 3 clusters
  Score: Raw -312080.802629 + Penalty 2560.769733 = -309520.032896
  nChanged 9
		SP:Iteration 25Q (31769.380000 sec): 3 clusters
  Score: Raw -312085.053451 + Penalty 2560.769733 = -309524.283718
  nChanged 2
		SP:Iteration 26Q (31769.600000 sec): 3 clusters
  Score: Raw -312085.648664 + Penalty 2560.769733 = -309524.878931
  nChanged 2
		SP:Iteration 27Q (31769.810000 sec): 3 clusters
  Score: Raw -312086.253775 + Penalty 2560.769733 = -309525.484042
  nChanged 3
		SP:Iteration 28Q (31769.980000 sec): 3 clusters
  Score: Raw -312087.291307 + Penalty 2560.769733 = -309526.521574
  nChanged 2
		SP:Iteration 29Q (31770.190000 sec): 3 clusters
  Score: Raw -312089.075695 + Penalty 2560.769733 = -309528.305962
  nChanged 4
		SP:Iteration 30Q (31770.350000 sec): 3 clusters
  Score: Raw -312091.233624 + Penalty 2560.769733 = -309530.463892
  nChanged 0
		SP:Iteration 31F (31770.520000 sec): 3 clusters
  Score: Raw -312091.233624 + Penalty 2560.769733 = -309530.463892
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31770.880000 sec): 2 clusters
  Score: Raw -6160580.120444 + Penalty 1757.173900 = -6158822.946544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31771.310000 sec): 3 clusters
  Score: Raw -6128956.529146 + Penalty 3514.347800 = -6125442.181347
  nChanged 23341
		SP:Iteration 1F (31771.700000 sec): 3 clusters
  Score: Raw -6142308.604420 + Penalty 3514.347800 = -6138794.256620
  nChanged 2086
		SP:Iteration 2Q (31772.090000 sec): 3 clusters
  Score: Raw -6143015.759377 + Penalty 3514.347800 = -6139501.411577
  nChanged 2365
		SP:Iteration 3Q (31772.530000 sec): 3 clusters
  Score: Raw -6144030.636176 + Penalty 3514.347800 = -6140516.288376
  nChanged 3033
		SP:Iteration 4F (31772.960000 sec): 3 clusters
  Score: Raw -6145769.030208 + Penalty 3514.347800 = -6142254.682408
  nChanged 3862
		SP:Iteration 5F (31773.390000 sec): 3 clusters
  Score: Raw -6148594.454137 + Penalty 3514.347800 = -6145080.106337
  nChanged 4267
		SP:Iteration 6F (31773.780000 sec): 3 clusters
  Score: Raw -6152360.297972 + Penalty 3514.347800 = -6148845.950173
  nChanged 3962
		SP:Iteration 7F (31774.170000 sec): 3 clusters
  Score: Raw -6156256.941452 + Penalty 3514.347800 = -6152742.593652
  nChanged 2650
		SP:Iteration 8F (31774.580000 sec): 3 clusters
  Score: Raw -6158845.324470 + Penalty 3514.347800 = -6155330.976670
  nChanged 1276
		SP:Iteration 9Q (31774.960000 sec): 3 clusters
  Score: Raw -6160029.217555 + Penalty 3514.347800 = -6156514.869755
  nChanged 459
		SP:Iteration 10Q (31775.360000 sec): 3 clusters
  Score: Raw -6160472.105161 + Penalty 3514.347800 = -6156957.757362
  nChanged 142
		SP:Iteration 11Q (31775.710000 sec): 3 clusters
  Score: Raw -6160630.635136 + Penalty 3514.347800 = -6157116.287336
  nChanged 45
		SP:Iteration 12Q (31776.080000 sec): 3 clusters
  Score: Raw -6160686.050210 + Penalty 3514.347800 = -6157171.702411
  nChanged 20
		SP:Iteration 13Q (31776.480000 sec): 3 clusters
  Score: Raw -6160717.463623 + Penalty 3514.347800 = -6157203.115823
  nChanged 13
		SP:Iteration 14Q (31776.890000 sec): 3 clusters
  Score: Raw -6160733.089826 + Penalty 3514.347800 = -6157218.742027
  nChanged 5
		SP:Iteration 15Q (31777.270000 sec): 3 clusters
  Score: Raw -6160738.546455 + Penalty 3514.347800 = -6157224.198655
  nChanged 4
		SP:Iteration 16Q (31777.680000 sec): 3 clusters
  Score: Raw -6160747.004268 + Penalty 3514.347800 = -6157232.656468
  nChanged 7
		SP:Iteration 17Q (31778.130000 sec): 3 clusters
  Score: Raw -6160759.661198 + Penalty 3514.347800 = -6157245.313398
  nChanged 3
		SP:Iteration 18Q (31778.540000 sec): 3 clusters
  Score: Raw -6160764.716041 + Penalty 3514.347800 = -6157250.368242
  nChanged 3
		SP:Iteration 19Q (31778.920000 sec): 3 clusters
  Score: Raw -6160769.212898 + Penalty 3514.347800 = -6157254.865098
  nChanged 3
		SP:Iteration 20F (31779.360000 sec): 3 clusters
  Score: Raw -6160775.109218 + Penalty 3514.347800 = -6157260.761418
  nChanged 5
		SP:Iteration 21Q (31779.720000 sec): 3 clusters
  Score: Raw -6160785.851815 + Penalty 3514.347800 = -6157271.504015
  nChanged 4
		SP:Iteration 22Q (31780.100000 sec): 3 clusters
  Score: Raw -6160792.212106 + Penalty 3514.347800 = -6157277.864307
  nChanged 4
		SP:Iteration 23Q (31780.460000 sec): 3 clusters
  Score: Raw -6160798.477866 + Penalty 3514.347800 = -6157284.130066
  nChanged 0
		SP:Iteration 24F (31780.860000 sec): 3 clusters
  Score: Raw -6160798.477866 + Penalty 3514.347800 = -6157284.130066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31780.980000 sec): 2 clusters
  Score: Raw -299378.604911 + Penalty 1281.671395 = -298096.933516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31781.170000 sec): 3 clusters
  Score: Raw -298164.917339 + Penalty 2563.342790 = -295601.574548
  nChanged 991
		SP:Iteration 1F (31781.350000 sec): 3 clusters
  Score: Raw -298973.271410 + Penalty 2563.342790 = -296409.928619
  nChanged 284
		SP:Iteration 2F (31781.550000 sec): 3 clusters
  Score: Raw -299258.731852 + Penalty 2563.342790 = -296695.389062
  nChanged 185
		SP:Iteration 3F (31781.700000 sec): 3 clusters
  Score: Raw -299432.946604 + Penalty 2563.342790 = -296869.603814
  nChanged 121
		SP:Iteration 4Q (31781.900000 sec): 3 clusters
  Score: Raw -299530.236052 + Penalty 2563.342790 = -296966.893261
  nChanged 90
		SP:Iteration 5Q (31782.100000 sec): 3 clusters
  Score: Raw -299597.889666 + Penalty 2563.342790 = -297034.546875
  nChanged 69
		SP:Iteration 6Q (31782.290000 sec): 3 clusters
  Score: Raw -299662.590259 + Penalty 2563.342790 = -297099.247468
  nChanged 63
		SP:Iteration 7Q (31782.450000 sec): 3 clusters
  Score: Raw -299713.302644 + Penalty 2563.342790 = -297149.959853
  nChanged 42
		SP:Iteration 8Q (31782.640000 sec): 3 clusters
  Score: Raw -299757.272045 + Penalty 2563.342790 = -297193.929254
  nChanged 38
		SP:Iteration 9Q (31782.820000 sec): 3 clusters
  Score: Raw -299790.317818 + Penalty 2563.342790 = -297226.975028
  nChanged 33
		SP:Iteration 10Q (31783.000000 sec): 3 clusters
  Score: Raw -299819.261701 + Penalty 2563.342790 = -297255.918911
  nChanged 30
		SP:Iteration 11Q (31783.170000 sec): 3 clusters
  Score: Raw -299842.282253 + Penalty 2563.342790 = -297278.939463
  nChanged 23
		SP:Iteration 12Q (31783.380000 sec): 3 clusters
  Score: Raw -299858.484508 + Penalty 2563.342790 = -297295.141717
  nChanged 22
		SP:Iteration 13Q (31783.540000 sec): 3 clusters
  Score: Raw -299875.131069 + Penalty 2563.342790 = -297311.788278
  nChanged 23
		SP:Iteration 14Q (31783.740000 sec): 3 clusters
  Score: Raw -299889.431155 + Penalty 2563.342790 = -297326.088364
  nChanged 14
		SP:Iteration 15Q (31783.930000 sec): 3 clusters
  Score: Raw -299896.016380 + Penalty 2563.342790 = -297332.673589
  nChanged 9
		SP:Iteration 16Q (31784.060000 sec): 3 clusters
  Score: Raw -299901.239324 + Penalty 2563.342790 = -297337.896533
  nChanged 13
		SP:Iteration 17Q (31784.260000 sec): 3 clusters
  Score: Raw -299907.493778 + Penalty 2563.342790 = -297344.150988
  nChanged 7
		SP:Iteration 18Q (31784.490000 sec): 3 clusters
  Score: Raw -299911.174759 + Penalty 2563.342790 = -297347.831968
  nChanged 4
		SP:Iteration 19Q (31784.650000 sec): 3 clusters
  Score: Raw -299912.816428 + Penalty 2563.342790 = -297349.473638
  nChanged 3
		SP:Iteration 20F (31784.830000 sec): 3 clusters
  Score: Raw -299914.892614 + Penalty 2563.342790 = -297351.549823
  nChanged 5
		SP:Iteration 21Q (31785.030000 sec): 3 clusters
  Score: Raw -299916.099601 + Penalty 2563.342790 = -297352.756811
  nChanged 2
		SP:Iteration 22Q (31785.230000 sec): 3 clusters
  Score: Raw -299917.332286 + Penalty 2563.342790 = -297353.989496
  nChanged 3
		SP:Iteration 23Q (31785.370000 sec): 3 clusters
  Score: Raw -299918.409231 + Penalty 2563.342790 = -297355.066441
  nChanged 4
		SP:Iteration 24Q (31785.590000 sec): 3 clusters
  Score: Raw -299920.893250 + Penalty 2563.342790 = -297357.550459
  nChanged 4
		SP:Iteration 25Q (31785.800000 sec): 3 clusters
  Score: Raw -299922.688335 + Penalty 2563.342790 = -297359.345544
  nChanged 3
		SP:Iteration 26Q (31785.980000 sec): 3 clusters
  Score: Raw -299923.919329 + Penalty 2563.342790 = -297360.576539
  nChanged 3
		SP:Iteration 27Q (31786.160000 sec): 3 clusters
  Score: Raw -299925.574108 + Penalty 2563.342790 = -297362.231318
  nChanged 1
		SP:Iteration 28Q (31786.320000 sec): 3 clusters
  Score: Raw -299926.200670 + Penalty 2563.342790 = -297362.857879
  nChanged 0
		SP:Iteration 29F (31786.520000 sec): 3 clusters
  Score: Raw -299926.200670 + Penalty 2563.342790 = -297362.857879
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31786.610000 sec): 2 clusters
  Score: Raw -25275.724606 + Penalty 882.268665 = -24393.455941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31786.780000 sec): 3 clusters
  Score: Raw -25486.809451 + Penalty 1764.537329 = -23722.272121
  nChanged 51
		SP:Iteration 1F (31786.960000 sec): 3 clusters
  Score: Raw -25638.929688 + Penalty 1764.537329 = -23874.392358
  nChanged 17
		SP:Iteration 2F (31787.130000 sec): 3 clusters
  Score: Raw -25689.822996 + Penalty 1764.537329 = -23925.285667
  nChanged 8
		SP:Iteration 3Q (31787.290000 sec): 3 clusters
  Score: Raw -25735.684306 + Penalty 1764.537329 = -23971.146976
  nChanged 6
		SP:Iteration 4Q (31787.480000 sec): 3 clusters
  Score: Raw -25783.396420 + Penalty 1764.537329 = -24018.859090
  nChanged 7
		SP:Iteration 5Q (31787.640000 sec): 3 clusters
  Score: Raw -25863.949556 + Penalty 1764.537329 = -24099.412227
  nChanged 5
		SP:Iteration 6Q (31787.810000 sec): 3 clusters
  Score: Raw -25931.694244 + Penalty 1764.537329 = -24167.156915
  nChanged 4
		SP:Iteration 7Q (31787.980000 sec): 3 clusters
  Score: Raw -25952.079790 + Penalty 1764.537329 = -24187.542461
  nChanged 4
		SP:Iteration 8Q (31788.160000 sec): 3 clusters
  Score: Raw -25966.465449 + Penalty 1764.537329 = -24201.928120
  nChanged 2
		SP:Iteration 9Q (31788.340000 sec): 3 clusters
  Score: Raw -25979.254178 + Penalty 1764.537329 = -24214.716849
  nChanged 1
		SP:Iteration 10Q (31788.490000 sec): 3 clusters
  Score: Raw -25991.991324 + Penalty 1764.537329 = -24227.453995
  nChanged 3
		SP:Iteration 11Q (31788.710000 sec): 3 clusters
  Score: Raw -26004.519119 + Penalty 1764.537329 = -24239.981790
  nChanged 2
		SP:Iteration 12Q (31788.910000 sec): 3 clusters
  Score: Raw -26018.964468 + Penalty 1764.537329 = -24254.427139
  nChanged 1
		SP:Iteration 13Q (31789.050000 sec): 3 clusters
  Score: Raw -26022.340010 + Penalty 1764.537329 = -24257.802680
  nChanged 0
		SP:Iteration 14F (31789.250000 sec): 3 clusters
  Score: Raw -26023.184412 + Penalty 1764.537329 = -24258.647083
  nChanged 1
		SP:Iteration 15Q (31789.370000 sec): 3 clusters
  Score: Raw -26028.753247 + Penalty 1764.537329 = -24264.215918
  nChanged 1
		SP:Iteration 16Q (31789.590000 sec): 3 clusters
  Score: Raw -26033.303741 + Penalty 1764.537329 = -24268.766412
  nChanged 0
		SP:Iteration 17F (31789.750000 sec): 3 clusters
  Score: Raw -26033.303741 + Penalty 1764.537329 = -24268.766412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31789.830000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31790.010000 sec): 3 clusters
  Score: Raw -63248.921342 + Penalty 2046.560529 = -61202.360813
  nChanged 112
		SP:Iteration 1F (31790.200000 sec): 3 clusters
  Score: Raw -63401.461020 + Penalty 2046.560529 = -61354.900491
  nChanged 31
		SP:Iteration 2F (31790.370000 sec): 3 clusters
  Score: Raw -63449.495755 + Penalty 2046.560529 = -61402.935226
  nChanged 14
		SP:Iteration 3Q (31790.590000 sec): 3 clusters
  Score: Raw -63479.445306 + Penalty 2046.560529 = -61432.884777
  nChanged 9
		SP:Iteration 4Q (31790.740000 sec): 3 clusters
  Score: Raw -63498.311243 + Penalty 2046.560529 = -61451.750714
  nChanged 8
		SP:Iteration 5Q (31790.910000 sec): 3 clusters
  Score: Raw -63512.741368 + Penalty 2046.560529 = -61466.180839
  nChanged 3
		SP:Iteration 6Q (31791.140000 sec): 3 clusters
  Score: Raw -63515.966435 + Penalty 2046.560529 = -61469.405906
  nChanged 2
		SP:Iteration 7Q (31791.300000 sec): 3 clusters
  Score: Raw -63520.455493 + Penalty 2046.560529 = -61473.894964
  nChanged 1
		SP:Iteration 8Q (31791.450000 sec): 3 clusters
  Score: Raw -63521.829088 + Penalty 2046.560529 = -61475.268559
  nChanged 0
		SP:Iteration 9F (31791.610000 sec): 3 clusters
  Score: Raw -63521.829088 + Penalty 2046.560529 = -61475.268559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31791.760000 sec): 2 clusters
  Score: Raw -998377.951068 + Penalty 1461.108645 = -996916.842423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31791.990000 sec): 3 clusters
  Score: Raw -993911.387031 + Penalty 2922.217290 = -990989.169741
  nChanged 3375
		SP:Iteration 1F (31792.230000 sec): 3 clusters
  Score: Raw -995835.354612 + Penalty 2922.217290 = -992913.137322
  nChanged 545
		SP:Iteration 2F (31792.430000 sec): 3 clusters
  Score: Raw -996078.981816 + Penalty 2922.217290 = -993156.764527
  nChanged 424
		SP:Iteration 3F (31792.620000 sec): 3 clusters
  Score: Raw -996273.222954 + Penalty 2922.217290 = -993351.005664
  nChanged 387
		SP:Iteration 4Q (31792.810000 sec): 3 clusters
  Score: Raw -996461.410415 + Penalty 2922.217290 = -993539.193126
  nChanged 363
		SP:Iteration 5Q (31793.010000 sec): 3 clusters
  Score: Raw -996662.630415 + Penalty 2922.217290 = -993740.413125
  nChanged 369
		SP:Iteration 6Q (31793.250000 sec): 3 clusters
  Score: Raw -996885.318387 + Penalty 2922.217290 = -993963.101097
  nChanged 401
		SP:Iteration 7Q (31793.440000 sec): 3 clusters
  Score: Raw -997152.112998 + Penalty 2922.217290 = -994229.895708
  nChanged 386
		SP:Iteration 8Q (31793.660000 sec): 3 clusters
  Score: Raw -997430.540729 + Penalty 2922.217290 = -994508.323439
  nChanged 336
		SP:Iteration 9Q (31793.850000 sec): 3 clusters
  Score: Raw -997710.751098 + Penalty 2922.217290 = -994788.533808
  nChanged 295
		SP:Iteration 10Q (31794.060000 sec): 3 clusters
  Score: Raw -997934.150924 + Penalty 2922.217290 = -995011.933634
  nChanged 213
		SP:Iteration 11Q (31794.270000 sec): 3 clusters
  Score: Raw -998089.169332 + Penalty 2922.217290 = -995166.952042
  nChanged 144
		SP:Iteration 12Q (31794.500000 sec): 3 clusters
  Score: Raw -998205.343029 + Penalty 2922.217290 = -995283.125739
  nChanged 126
		SP:Iteration 13Q (31794.700000 sec): 3 clusters
  Score: Raw -998324.355526 + Penalty 2922.217290 = -995402.138236
  nChanged 86
		SP:Iteration 14Q (31794.900000 sec): 3 clusters
  Score: Raw -998399.922335 + Penalty 2922.217290 = -995477.705045
  nChanged 61
		SP:Iteration 15Q (31795.050000 sec): 3 clusters
  Score: Raw -998443.361836 + Penalty 2922.217290 = -995521.144546
  nChanged 50
		SP:Iteration 16Q (31795.230000 sec): 3 clusters
  Score: Raw -998485.171286 + Penalty 2922.217290 = -995562.953996
  nChanged 40
		SP:Iteration 17Q (31795.430000 sec): 3 clusters
  Score: Raw -998514.517624 + Penalty 2922.217290 = -995592.300334
  nChanged 24
		SP:Iteration 18Q (31795.600000 sec): 3 clusters
  Score: Raw -998526.921638 + Penalty 2922.217290 = -995604.704348
  nChanged 21
		SP:Iteration 19Q (31795.810000 sec): 3 clusters
  Score: Raw -998542.577951 + Penalty 2922.217290 = -995620.360661
  nChanged 18
		SP:Iteration 20F (31796.050000 sec): 3 clusters
  Score: Raw -998553.308667 + Penalty 2922.217290 = -995631.091377
  nChanged 8
		SP:Iteration 21Q (31796.230000 sec): 3 clusters
  Score: Raw -998558.729199 + Penalty 2922.217290 = -995636.511909
  nChanged 11
		SP:Iteration 22Q (31796.450000 sec): 3 clusters
  Score: Raw -998565.099703 + Penalty 2922.217290 = -995642.882413
  nChanged 10
		SP:Iteration 23Q (31796.670000 sec): 3 clusters
  Score: Raw -998571.510471 + Penalty 2922.217290 = -995649.293182
  nChanged 5
		SP:Iteration 24Q (31796.900000 sec): 3 clusters
  Score: Raw -998573.804935 + Penalty 2922.217290 = -995651.587645
  nChanged 2
		SP:Iteration 25Q (31797.120000 sec): 3 clusters
  Score: Raw -998575.340276 + Penalty 2922.217290 = -995653.122986
  nChanged 5
		SP:Iteration 26Q (31797.320000 sec): 3 clusters
  Score: Raw -998580.620246 + Penalty 2922.217290 = -995658.402956
  nChanged 7
		SP:Iteration 27Q (31797.510000 sec): 3 clusters
  Score: Raw -998583.185088 + Penalty 2922.217290 = -995660.967798
  nChanged 4
		SP:Iteration 28Q (31797.720000 sec): 3 clusters
  Score: Raw -998585.354806 + Penalty 2922.217290 = -995663.137517
  nChanged 4
		SP:Iteration 29Q (31797.940000 sec): 3 clusters
  Score: Raw -998588.072529 + Penalty 2922.217290 = -995665.855239
  nChanged 8
		SP:Iteration 30Q (31798.160000 sec): 3 clusters
  Score: Raw -998592.250323 + Penalty 2922.217290 = -995670.033033
  nChanged 5
		SP:Iteration 31Q (31798.380000 sec): 3 clusters
  Score: Raw -998595.032574 + Penalty 2922.217290 = -995672.815284
  nChanged 4
		SP:Iteration 32Q (31798.560000 sec): 3 clusters
  Score: Raw -998597.027773 + Penalty 2922.217290 = -995674.810483
  nChanged 2
		SP:Iteration 33Q (31798.790000 sec): 3 clusters
  Score: Raw -998597.599828 + Penalty 2922.217290 = -995675.382538
  nChanged 2
		SP:Iteration 34Q (31798.960000 sec): 3 clusters
  Score: Raw -998598.768146 + Penalty 2922.217290 = -995676.550856
  nChanged 2
		SP:Iteration 35Q (31799.160000 sec): 3 clusters
  Score: Raw -998600.010758 + Penalty 2922.217290 = -995677.793468
  nChanged 4
		SP:Iteration 36Q (31799.400000 sec): 3 clusters
  Score: Raw -998600.641266 + Penalty 2922.217290 = -995678.423976
  nChanged 1
		SP:Iteration 37Q (31799.580000 sec): 3 clusters
  Score: Raw -998600.797497 + Penalty 2922.217290 = -995678.580207
  nChanged 2
		SP:Iteration 38Q (31799.800000 sec): 3 clusters
  Score: Raw -998601.349568 + Penalty 2922.217290 = -995679.132278
  nChanged 1
		SP:Iteration 39Q (31800.020000 sec): 3 clusters
  Score: Raw -998602.050981 + Penalty 2922.217290 = -995679.833691
  nChanged 1
		SP:Iteration 40F (31800.220000 sec): 3 clusters
  Score: Raw -998602.295580 + Penalty 2922.217290 = -995680.078290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31800.330000 sec): 2 clusters
  Score: Raw -876174.640476 + Penalty 1440.268593 = -874734.371883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31800.580000 sec): 3 clusters
  Score: Raw -872307.834546 + Penalty 2880.537186 = -869427.297361
  nChanged 2941
		SP:Iteration 1F (31800.750000 sec): 3 clusters
  Score: Raw -873944.188441 + Penalty 2880.537186 = -871063.651255
  nChanged 489
		SP:Iteration 2F (31800.980000 sec): 3 clusters
  Score: Raw -874187.324953 + Penalty 2880.537186 = -871306.787767
  nChanged 402
		SP:Iteration 3F (31801.180000 sec): 3 clusters
  Score: Raw -874379.089612 + Penalty 2880.537186 = -871498.552427
  nChanged 309
		SP:Iteration 4Q (31801.380000 sec): 3 clusters
  Score: Raw -874515.524196 + Penalty 2880.537186 = -871634.987010
  nChanged 272
		SP:Iteration 5Q (31801.600000 sec): 3 clusters
  Score: Raw -874634.999971 + Penalty 2880.537186 = -871754.462786
  nChanged 240
		SP:Iteration 6Q (31801.800000 sec): 3 clusters
  Score: Raw -874759.937854 + Penalty 2880.537186 = -871879.400669
  nChanged 256
		SP:Iteration 7Q (31801.980000 sec): 3 clusters
  Score: Raw -874904.457032 + Penalty 2880.537186 = -872023.919846
  nChanged 275
		SP:Iteration 8Q (31802.200000 sec): 3 clusters
  Score: Raw -875063.533232 + Penalty 2880.537186 = -872182.996046
  nChanged 276
		SP:Iteration 9Q (31802.420000 sec): 3 clusters
  Score: Raw -875261.872882 + Penalty 2880.537186 = -872381.335697
  nChanged 309
		SP:Iteration 10Q (31802.590000 sec): 3 clusters
  Score: Raw -875514.810453 + Penalty 2880.537186 = -872634.273267
  nChanged 309
		SP:Iteration 11Q (31802.830000 sec): 3 clusters
  Score: Raw -875796.681438 + Penalty 2880.537186 = -872916.144252
  nChanged 283
		SP:Iteration 12Q (31802.990000 sec): 3 clusters
  Score: Raw -876031.585705 + Penalty 2880.537186 = -873151.048519
  nChanged 245
		SP:Iteration 13Q (31803.200000 sec): 3 clusters
  Score: Raw -876201.497005 + Penalty 2880.537186 = -873320.959820
  nChanged 185
		SP:Iteration 14Q (31803.400000 sec): 3 clusters
  Score: Raw -876296.536183 + Penalty 2880.537186 = -873415.998997
  nChanged 113
		SP:Iteration 15Q (31803.640000 sec): 3 clusters
  Score: Raw -876336.976872 + Penalty 2880.537186 = -873456.439686
  nChanged 74
		SP:Iteration 16Q (31803.830000 sec): 3 clusters
  Score: Raw -876359.469363 + Penalty 2880.537186 = -873478.932177
  nChanged 57
		SP:Iteration 17Q (31804.030000 sec): 3 clusters
  Score: Raw -876372.541256 + Penalty 2880.537186 = -873492.004070
  nChanged 31
		SP:Iteration 18Q (31804.250000 sec): 3 clusters
  Score: Raw -876380.140363 + Penalty 2880.537186 = -873499.603178
  nChanged 30
		SP:Iteration 19Q (31804.480000 sec): 3 clusters
  Score: Raw -876387.370801 + Penalty 2880.537186 = -873506.833616
  nChanged 22
		SP:Iteration 20F (31804.650000 sec): 3 clusters
  Score: Raw -876391.304999 + Penalty 2880.537186 = -873510.767814
  nChanged 16
		SP:Iteration 21Q (31804.840000 sec): 3 clusters
  Score: Raw -876394.701421 + Penalty 2880.537186 = -873514.164236
  nChanged 14
		SP:Iteration 22Q (31805.020000 sec): 3 clusters
  Score: Raw -876397.223076 + Penalty 2880.537186 = -873516.685890
  nChanged 12
		SP:Iteration 23Q (31805.240000 sec): 3 clusters
  Score: Raw -876398.733691 + Penalty 2880.537186 = -873518.196505
  nChanged 6
		SP:Iteration 24Q (31805.420000 sec): 3 clusters
  Score: Raw -876399.608615 + Penalty 2880.537186 = -873519.071430
  nChanged 4
		SP:Iteration 25Q (31805.620000 sec): 3 clusters
  Score: Raw -876400.191064 + Penalty 2880.537186 = -873519.653878
  nChanged 5
		SP:Iteration 26Q (31805.800000 sec): 3 clusters
  Score: Raw -876401.554784 + Penalty 2880.537186 = -873521.017599
  nChanged 9
		SP:Iteration 27Q (31806.020000 sec): 3 clusters
  Score: Raw -876403.149444 + Penalty 2880.537186 = -873522.612259
  nChanged 9
		SP:Iteration 28Q (31806.250000 sec): 3 clusters
  Score: Raw -876404.543279 + Penalty 2880.537186 = -873524.006093
  nChanged 7
		SP:Iteration 29Q (31806.460000 sec): 3 clusters
  Score: Raw -876405.588750 + Penalty 2880.537186 = -873525.051564
  nChanged 2
		SP:Iteration 30Q (31806.660000 sec): 3 clusters
  Score: Raw -876405.850926 + Penalty 2880.537186 = -873525.313741
  nChanged 3
		SP:Iteration 31Q (31806.880000 sec): 3 clusters
  Score: Raw -876406.086492 + Penalty 2880.537186 = -873525.549306
  nChanged 2
		SP:Iteration 32Q (31807.090000 sec): 3 clusters
  Score: Raw -876406.920593 + Penalty 2880.537186 = -873526.383408
  nChanged 4
		SP:Iteration 33Q (31807.250000 sec): 3 clusters
  Score: Raw -876407.799195 + Penalty 2880.537186 = -873527.262009
  nChanged 5
		SP:Iteration 34Q (31807.460000 sec): 3 clusters
  Score: Raw -876408.731854 + Penalty 2880.537186 = -873528.194668
  nChanged 5
		SP:Iteration 35Q (31807.640000 sec): 3 clusters
  Score: Raw -876409.339143 + Penalty 2880.537186 = -873528.801958
  nChanged 1
		SP:Iteration 36Q (31807.870000 sec): 3 clusters
  Score: Raw -876409.460330 + Penalty 2880.537186 = -873528.923144
  nChanged 1
		SP:Iteration 37Q (31808.070000 sec): 3 clusters
  Score: Raw -876409.580452 + Penalty 2880.537186 = -873529.043267
  nChanged 1
		SP:Iteration 38Q (31808.270000 sec): 3 clusters
  Score: Raw -876409.622443 + Penalty 2880.537186 = -873529.085257
  nChanged 0
		SP:Iteration 39F (31808.480000 sec): 3 clusters
  Score: Raw -876409.622443 + Penalty 2880.537186 = -873529.085257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31808.570000 sec): 2 clusters
  Score: Raw -137773.866841 + Penalty 1161.350479 = -136612.516361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31808.780000 sec): 3 clusters
  Score: Raw -137339.814113 + Penalty 2322.700958 = -135017.113155
  nChanged 418
		SP:Iteration 1F (31808.950000 sec): 3 clusters
  Score: Raw -137709.869105 + Penalty 2322.700958 = -135387.168147
  nChanged 116
		SP:Iteration 2F (31809.140000 sec): 3 clusters
  Score: Raw -137871.391255 + Penalty 2322.700958 = -135548.690296
  nChanged 85
		SP:Iteration 3F (31809.320000 sec): 3 clusters
  Score: Raw -137986.886455 + Penalty 2322.700958 = -135664.185497
  nChanged 53
		SP:Iteration 4Q (31809.520000 sec): 3 clusters
  Score: Raw -138054.186996 + Penalty 2322.700958 = -135731.486038
  nChanged 35
		SP:Iteration 5Q (31809.690000 sec): 3 clusters
  Score: Raw -138092.227280 + Penalty 2322.700958 = -135769.526322
  nChanged 26
		SP:Iteration 6Q (31809.900000 sec): 3 clusters
  Score: Raw -138120.404696 + Penalty 2322.700958 = -135797.703738
  nChanged 25
		SP:Iteration 7Q (31810.060000 sec): 3 clusters
  Score: Raw -138157.344470 + Penalty 2322.700958 = -135834.643512
  nChanged 30
		SP:Iteration 8Q (31810.210000 sec): 3 clusters
  Score: Raw -138196.027111 + Penalty 2322.700958 = -135873.326152
  nChanged 34
		SP:Iteration 9Q (31810.360000 sec): 3 clusters
  Score: Raw -138229.201915 + Penalty 2322.700958 = -135906.500957
  nChanged 20
		SP:Iteration 10Q (31810.560000 sec): 3 clusters
  Score: Raw -138250.113191 + Penalty 2322.700958 = -135927.412233
  nChanged 19
		SP:Iteration 11Q (31810.720000 sec): 3 clusters
  Score: Raw -138269.087161 + Penalty 2322.700958 = -135946.386203
  nChanged 14
		SP:Iteration 12Q (31810.860000 sec): 3 clusters
  Score: Raw -138280.643310 + Penalty 2322.700958 = -135957.942351
  nChanged 13
		SP:Iteration 13Q (31811.070000 sec): 3 clusters
  Score: Raw -138290.757848 + Penalty 2322.700958 = -135968.056889
  nChanged 9
		SP:Iteration 14Q (31811.260000 sec): 3 clusters
  Score: Raw -138300.032919 + Penalty 2322.700958 = -135977.331960
  nChanged 9
		SP:Iteration 15Q (31811.420000 sec): 3 clusters
  Score: Raw -138308.436722 + Penalty 2322.700958 = -135985.735764
  nChanged 3
		SP:Iteration 16Q (31811.570000 sec): 3 clusters
  Score: Raw -138310.345594 + Penalty 2322.700958 = -135987.644636
  nChanged 2
		SP:Iteration 17Q (31811.740000 sec): 3 clusters
  Score: Raw -138312.901487 + Penalty 2322.700958 = -135990.200529
  nChanged 3
		SP:Iteration 18Q (31811.910000 sec): 3 clusters
  Score: Raw -138315.166174 + Penalty 2322.700958 = -135992.465216
  nChanged 6
		SP:Iteration 19Q (31812.100000 sec): 3 clusters
  Score: Raw -138318.564098 + Penalty 2322.700958 = -135995.863140
  nChanged 5
		SP:Iteration 20F (31812.260000 sec): 3 clusters
  Score: Raw -138322.061973 + Penalty 2322.700958 = -135999.361014
  nChanged 7
		SP:Iteration 21Q (31812.500000 sec): 3 clusters
  Score: Raw -138327.390079 + Penalty 2322.700958 = -136004.689121
  nChanged 6
		SP:Iteration 22Q (31812.640000 sec): 3 clusters
  Score: Raw -138330.566001 + Penalty 2322.700958 = -136007.865043
  nChanged 2
		SP:Iteration 23Q (31812.830000 sec): 3 clusters
  Score: Raw -138331.862283 + Penalty 2322.700958 = -136009.161325
  nChanged 3
		SP:Iteration 24Q (31813.040000 sec): 3 clusters
  Score: Raw -138333.989694 + Penalty 2322.700958 = -136011.288736
  nChanged 2
		SP:Iteration 25Q (31813.210000 sec): 3 clusters
  Score: Raw -138334.989061 + Penalty 2322.700958 = -136012.288102
  nChanged 1
		SP:Iteration 26Q (31813.360000 sec): 3 clusters
  Score: Raw -138335.402712 + Penalty 2322.700958 = -136012.701753
  nChanged 0
		SP:Iteration 27F (31813.550000 sec): 3 clusters
  Score: Raw -138335.402712 + Penalty 2322.700958 = -136012.701753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31813.690000 sec): 2 clusters
  Score: Raw -143099.930362 + Penalty 1152.947961 = -141946.982401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31813.790000 sec): 3 clusters
  Score: Raw -142708.113093 + Penalty 2305.895923 = -140402.217171
  nChanged 397
		SP:Iteration 1F (31813.940000 sec): 3 clusters
  Score: Raw -143128.387041 + Penalty 2305.895923 = -140822.491118
  nChanged 126
		SP:Iteration 2F (31814.140000 sec): 3 clusters
  Score: Raw -143296.759850 + Penalty 2305.895923 = -140990.863927
  nChanged 81
		SP:Iteration 3F (31814.330000 sec): 3 clusters
  Score: Raw -143426.660795 + Penalty 2305.895923 = -141120.764873
  nChanged 65
		SP:Iteration 4F (31814.440000 sec): 3 clusters
  Score: Raw -143544.951463 + Penalty 2305.895923 = -141239.055540
  nChanged 50
		SP:Iteration 5Q (31814.620000 sec): 3 clusters
  Score: Raw -143633.874899 + Penalty 2305.895923 = -141327.978976
  nChanged 28
		SP:Iteration 6Q (31814.730000 sec): 3 clusters
  Score: Raw -143662.897762 + Penalty 2305.895923 = -141357.001839
  nChanged 16
		SP:Iteration 7Q (31814.880000 sec): 3 clusters
  Score: Raw -143679.941105 + Penalty 2305.895923 = -141374.045182
  nChanged 15
		SP:Iteration 8Q (31815.030000 sec): 3 clusters
  Score: Raw -143692.306864 + Penalty 2305.895923 = -141386.410941
  nChanged 8
		SP:Iteration 9Q (31815.220000 sec): 3 clusters
  Score: Raw -143698.242135 + Penalty 2305.895923 = -141392.346213
  nChanged 6
		SP:Iteration 10Q (31815.330000 sec): 3 clusters
  Score: Raw -143702.035459 + Penalty 2305.895923 = -141396.139537
  nChanged 3
		SP:Iteration 11Q (31815.500000 sec): 3 clusters
  Score: Raw -143704.919676 + Penalty 2305.895923 = -141399.023753
  nChanged 1
		SP:Iteration 12Q (31815.660000 sec): 3 clusters
  Score: Raw -143705.710262 + Penalty 2305.895923 = -141399.814340
  nChanged 0
		SP:Iteration 13F (31815.810000 sec): 3 clusters
  Score: Raw -143705.710262 + Penalty 2305.895923 = -141399.814340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31815.880000 sec): 2 clusters
  Score: Raw -301823.837242 + Penalty 1291.612609 = -300532.224633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31816.050000 sec): 3 clusters
  Score: Raw -300525.659934 + Penalty 2583.225218 = -297942.434716
  nChanged 1084
		SP:Iteration 1F (31816.200000 sec): 3 clusters
  Score: Raw -301362.074173 + Penalty 2583.225218 = -298778.848956
  nChanged 272
		SP:Iteration 2F (31816.430000 sec): 3 clusters
  Score: Raw -301637.733652 + Penalty 2583.225218 = -299054.508434
  nChanged 212
		SP:Iteration 3F (31816.590000 sec): 3 clusters
  Score: Raw -301876.429221 + Penalty 2583.225218 = -299293.204004
  nChanged 177
		SP:Iteration 4F (31816.770000 sec): 3 clusters
  Score: Raw -302071.619439 + Penalty 2583.225218 = -299488.394221
  nChanged 143
		SP:Iteration 5F (31816.950000 sec): 3 clusters
  Score: Raw -302208.071171 + Penalty 2583.225218 = -299624.845954
  nChanged 99
		SP:Iteration 6Q (31817.160000 sec): 3 clusters
  Score: Raw -302292.284267 + Penalty 2583.225218 = -299709.059050
  nChanged 89
		SP:Iteration 7Q (31817.320000 sec): 3 clusters
  Score: Raw -302347.862560 + Penalty 2583.225218 = -299764.637343
  nChanged 58
		SP:Iteration 8Q (31817.510000 sec): 3 clusters
  Score: Raw -302385.921848 + Penalty 2583.225218 = -299802.696630
  nChanged 45
		SP:Iteration 9Q (31817.710000 sec): 3 clusters
  Score: Raw -302408.910506 + Penalty 2583.225218 = -299825.685289
  nChanged 31
		SP:Iteration 10Q (31817.870000 sec): 3 clusters
  Score: Raw -302424.019223 + Penalty 2583.225218 = -299840.794006
  nChanged 23
		SP:Iteration 11Q (31818.080000 sec): 3 clusters
  Score: Raw -302434.586088 + Penalty 2583.225218 = -299851.360871
  nChanged 10
		SP:Iteration 12Q (31818.230000 sec): 3 clusters
  Score: Raw -302437.988777 + Penalty 2583.225218 = -299854.763560
  nChanged 8
		SP:Iteration 13Q (31818.440000 sec): 3 clusters
  Score: Raw -302442.437777 + Penalty 2583.225218 = -299859.212559
  nChanged 12
		SP:Iteration 14Q (31818.590000 sec): 3 clusters
  Score: Raw -302446.453717 + Penalty 2583.225218 = -299863.228500
  nChanged 12
		SP:Iteration 15Q (31818.790000 sec): 3 clusters
  Score: Raw -302453.109307 + Penalty 2583.225218 = -299869.884090
  nChanged 15
		SP:Iteration 16Q (31819.020000 sec): 3 clusters
  Score: Raw -302459.141468 + Penalty 2583.225218 = -299875.916251
  nChanged 13
		SP:Iteration 17Q (31819.170000 sec): 3 clusters
  Score: Raw -302463.347527 + Penalty 2583.225218 = -299880.122310
  nChanged 6
		SP:Iteration 18Q (31819.370000 sec): 3 clusters
  Score: Raw -302464.907428 + Penalty 2583.225218 = -299881.682211
  nChanged 5
		SP:Iteration 19Q (31819.570000 sec): 3 clusters
  Score: Raw -302466.159556 + Penalty 2583.225218 = -299882.934338
  nChanged 3
		SP:Iteration 20F (31819.760000 sec): 3 clusters
  Score: Raw -302467.182212 + Penalty 2583.225218 = -299883.956994
  nChanged 3
		SP:Iteration 21Q (31819.930000 sec): 3 clusters
  Score: Raw -302467.937680 + Penalty 2583.225218 = -299884.712462
  nChanged 2
		SP:Iteration 22Q (31820.100000 sec): 3 clusters
  Score: Raw -302468.340726 + Penalty 2583.225218 = -299885.115508
  nChanged 0
		SP:Iteration 23F (31820.280000 sec): 3 clusters
  Score: Raw -302468.340726 + Penalty 2583.225218 = -299885.115508
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31820.380000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31820.540000 sec): 3 clusters
  Score: Raw -151936.507828 + Penalty 2328.031027 = -149608.476801
  nChanged 416
		SP:Iteration 1F (31820.710000 sec): 3 clusters
  Score: Raw -152238.936383 + Penalty 2328.031027 = -149910.905356
  nChanged 116
		SP:Iteration 2F (31820.880000 sec): 3 clusters
  Score: Raw -152371.163586 + Penalty 2328.031027 = -150043.132559
  nChanged 83
		SP:Iteration 3F (31821.020000 sec): 3 clusters
  Score: Raw -152486.781149 + Penalty 2328.031027 = -150158.750122
  nChanged 73
		SP:Iteration 4F (31821.230000 sec): 3 clusters
  Score: Raw -152595.574671 + Penalty 2328.031027 = -150267.543644
  nChanged 68
		SP:Iteration 5F (31821.400000 sec): 3 clusters
  Score: Raw -152689.179362 + Penalty 2328.031027 = -150361.148335
  nChanged 63
		SP:Iteration 6Q (31821.540000 sec): 3 clusters
  Score: Raw -152811.450782 + Penalty 2328.031027 = -150483.419755
  nChanged 59
		SP:Iteration 7Q (31821.740000 sec): 3 clusters
  Score: Raw -152911.937654 + Penalty 2328.031027 = -150583.906627
  nChanged 42
		SP:Iteration 8Q (31821.910000 sec): 3 clusters
  Score: Raw -152994.263713 + Penalty 2328.031027 = -150666.232686
  nChanged 33
		SP:Iteration 9Q (31822.080000 sec): 3 clusters
  Score: Raw -153033.799618 + Penalty 2328.031027 = -150705.768591
  nChanged 26
		SP:Iteration 10Q (31822.300000 sec): 3 clusters
  Score: Raw -153061.450764 + Penalty 2328.031027 = -150733.419737
  nChanged 9
		SP:Iteration 11Q (31822.490000 sec): 3 clusters
  Score: Raw -153070.575526 + Penalty 2328.031027 = -150742.544499
  nChanged 5
		SP:Iteration 12Q (31822.630000 sec): 3 clusters
  Score: Raw -153077.032354 + Penalty 2328.031027 = -150749.001327
  nChanged 6
		SP:Iteration 13Q (31822.820000 sec): 3 clusters
  Score: Raw -153086.734552 + Penalty 2328.031027 = -150758.703525
  nChanged 5
		SP:Iteration 14Q (31823.010000 sec): 3 clusters
  Score: Raw -153091.847765 + Penalty 2328.031027 = -150763.816738
  nChanged 1
		SP:Iteration 15Q (31823.160000 sec): 3 clusters
  Score: Raw -153092.312661 + Penalty 2328.031027 = -150764.281634
  nChanged 0
		SP:Iteration 16F (31823.340000 sec): 3 clusters
  Score: Raw -153092.312661 + Penalty 2328.031027 = -150764.281634
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31823.470000 sec): 2 clusters
  Score: Raw -406980.504842 + Penalty 1321.707955 = -405658.796887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31823.670000 sec): 3 clusters
  Score: Raw -405325.545126 + Penalty 2643.415911 = -402682.129215
  nChanged 1339
		SP:Iteration 1F (31823.830000 sec): 3 clusters
  Score: Raw -406171.794042 + Penalty 2643.415911 = -403528.378132
  nChanged 245
		SP:Iteration 2F (31823.990000 sec): 3 clusters
  Score: Raw -406300.926498 + Penalty 2643.415911 = -403657.510587
  nChanged 148
		SP:Iteration 3Q (31824.180000 sec): 3 clusters
  Score: Raw -406379.755787 + Penalty 2643.415911 = -403736.339877
  nChanged 114
		SP:Iteration 4Q (31824.400000 sec): 3 clusters
  Score: Raw -406431.719781 + Penalty 2643.415911 = -403788.303870
  nChanged 78
		SP:Iteration 5Q (31824.590000 sec): 3 clusters
  Score: Raw -406466.854302 + Penalty 2643.415911 = -403823.438392
  nChanged 64
		SP:Iteration 6Q (31824.760000 sec): 3 clusters
  Score: Raw -406493.203934 + Penalty 2643.415911 = -403849.788024
  nChanged 57
		SP:Iteration 7Q (31824.940000 sec): 3 clusters
  Score: Raw -406516.442134 + Penalty 2643.415911 = -403873.026224
  nChanged 52
		SP:Iteration 8Q (31825.170000 sec): 3 clusters
  Score: Raw -406535.811200 + Penalty 2643.415911 = -403892.395290
  nChanged 43
		SP:Iteration 9Q (31825.350000 sec): 3 clusters
  Score: Raw -406552.961978 + Penalty 2643.415911 = -403909.546067
  nChanged 35
		SP:Iteration 10Q (31825.530000 sec): 3 clusters
  Score: Raw -406566.051075 + Penalty 2643.415911 = -403922.635164
  nChanged 34
		SP:Iteration 11Q (31825.680000 sec): 3 clusters
  Score: Raw -406577.865240 + Penalty 2643.415911 = -403934.449329
  nChanged 33
		SP:Iteration 12Q (31825.850000 sec): 3 clusters
  Score: Raw -406587.557240 + Penalty 2643.415911 = -403944.141329
  nChanged 19
		SP:Iteration 13Q (31826.050000 sec): 3 clusters
  Score: Raw -406594.146748 + Penalty 2643.415911 = -403950.730838
  nChanged 26
		SP:Iteration 14Q (31826.240000 sec): 3 clusters
  Score: Raw -406602.331577 + Penalty 2643.415911 = -403958.915666
  nChanged 20
		SP:Iteration 15Q (31826.380000 sec): 3 clusters
  Score: Raw -406609.045595 + Penalty 2643.415911 = -403965.629684
  nChanged 23
		SP:Iteration 16Q (31826.600000 sec): 3 clusters
  Score: Raw -406617.434230 + Penalty 2643.415911 = -403974.018319
  nChanged 21
		SP:Iteration 17Q (31826.800000 sec): 3 clusters
  Score: Raw -406623.861366 + Penalty 2643.415911 = -403980.445455
  nChanged 22
		SP:Iteration 18Q (31826.980000 sec): 3 clusters
  Score: Raw -406631.270587 + Penalty 2643.415911 = -403987.854677
  nChanged 21
		SP:Iteration 19Q (31827.190000 sec): 3 clusters
  Score: Raw -406638.594017 + Penalty 2643.415911 = -403995.178107
  nChanged 16
		SP:Iteration 20F (31827.350000 sec): 3 clusters
  Score: Raw -406643.749683 + Penalty 2643.415911 = -404000.333772
  nChanged 21
		SP:Iteration 21Q (31827.510000 sec): 3 clusters
  Score: Raw -406649.897139 + Penalty 2643.415911 = -404006.481228
  nChanged 23
		SP:Iteration 22Q (31827.670000 sec): 3 clusters
  Score: Raw -406657.648347 + Penalty 2643.415911 = -404014.232436
  nChanged 22
		SP:Iteration 23Q (31827.850000 sec): 3 clusters
  Score: Raw -406665.887194 + Penalty 2643.415911 = -404022.471283
  nChanged 28
		SP:Iteration 24Q (31828.040000 sec): 3 clusters
  Score: Raw -406675.208750 + Penalty 2643.415911 = -404031.792840
  nChanged 28
		SP:Iteration 25Q (31828.260000 sec): 3 clusters
  Score: Raw -406689.206450 + Penalty 2643.415911 = -404045.790539
  nChanged 45
		SP:Iteration 26Q (31828.440000 sec): 3 clusters
  Score: Raw -406713.061355 + Penalty 2643.415911 = -404069.645444
  nChanged 49
		SP:Iteration 27Q (31828.630000 sec): 3 clusters
  Score: Raw -406736.339799 + Penalty 2643.415911 = -404092.923889
  nChanged 44
		SP:Iteration 28Q (31828.800000 sec): 3 clusters
  Score: Raw -406753.249107 + Penalty 2643.415911 = -404109.833197
  nChanged 39
		SP:Iteration 29Q (31828.990000 sec): 3 clusters
  Score: Raw -406768.136050 + Penalty 2643.415911 = -404124.720139
  nChanged 37
		SP:Iteration 30Q (31829.170000 sec): 3 clusters
  Score: Raw -406783.910181 + Penalty 2643.415911 = -404140.494270
  nChanged 32
		SP:Iteration 31Q (31829.350000 sec): 3 clusters
  Score: Raw -406800.654362 + Penalty 2643.415911 = -404157.238451
  nChanged 38
		SP:Iteration 32Q (31829.520000 sec): 3 clusters
  Score: Raw -406815.010375 + Penalty 2643.415911 = -404171.594465
  nChanged 28
		SP:Iteration 33Q (31829.700000 sec): 3 clusters
  Score: Raw -406825.662184 + Penalty 2643.415911 = -404182.246273
  nChanged 25
		SP:Iteration 34Q (31829.880000 sec): 3 clusters
  Score: Raw -406834.906049 + Penalty 2643.415911 = -404191.490138
  nChanged 24
		SP:Iteration 35Q (31830.070000 sec): 3 clusters
  Score: Raw -406843.195382 + Penalty 2643.415911 = -404199.779471
  nChanged 19
		SP:Iteration 36Q (31830.280000 sec): 3 clusters
  Score: Raw -406849.402319 + Penalty 2643.415911 = -404205.986408
  nChanged 22
		SP:Iteration 37Q (31830.460000 sec): 3 clusters
  Score: Raw -406856.731147 + Penalty 2643.415911 = -404213.315237
  nChanged 13
		SP:Iteration 38Q (31830.600000 sec): 3 clusters
  Score: Raw -406861.047073 + Penalty 2643.415911 = -404217.631162
  nChanged 8
		SP:Iteration 39Q (31830.800000 sec): 3 clusters
  Score: Raw -406863.264980 + Penalty 2643.415911 = -404219.849069
  nChanged 5
		SP:Iteration 40F (31830.950000 sec): 3 clusters
  Score: Raw -406864.616025 + Penalty 2643.415911 = -404221.200115
  nChanged 5
		SP:Iteration 41Q (31831.160000 sec): 3 clusters
  Score: Raw -406866.062500 + Penalty 2643.415911 = -404222.646589
  nChanged 3
		SP:Iteration 42Q (31831.300000 sec): 3 clusters
  Score: Raw -406867.352411 + Penalty 2643.415911 = -404223.936500
  nChanged 3
		SP:Iteration 43Q (31831.480000 sec): 3 clusters
  Score: Raw -406868.390279 + Penalty 2643.415911 = -404224.974368
  nChanged 4
		SP:Iteration 44Q (31831.650000 sec): 3 clusters
  Score: Raw -406869.290622 + Penalty 2643.415911 = -404225.874711
  nChanged 2
		SP:Iteration 45Q (31831.850000 sec): 3 clusters
  Score: Raw -406869.700651 + Penalty 2643.415911 = -404226.284740
  nChanged 1
		SP:Iteration 46Q (31832.020000 sec): 3 clusters
  Score: Raw -406869.904562 + Penalty 2643.415911 = -404226.488651
  nChanged 0
		SP:Iteration 47F (31832.190000 sec): 3 clusters
  Score: Raw -406869.904562 + Penalty 2643.415911 = -404226.488651
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31832.320000 sec): 2 clusters
  Score: Raw -340819.073631 + Penalty 1295.917496 = -339523.156135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31832.500000 sec): 3 clusters
  Score: Raw -339423.853097 + Penalty 2591.834993 = -336832.018104
  nChanged 1120
		SP:Iteration 1F (31832.710000 sec): 3 clusters
  Score: Raw -340210.055388 + Penalty 2591.834993 = -337618.220396
  nChanged 266
		SP:Iteration 2F (31832.900000 sec): 3 clusters
  Score: Raw -340429.379580 + Penalty 2591.834993 = -337837.544587
  nChanged 189
		SP:Iteration 3F (31833.060000 sec): 3 clusters
  Score: Raw -340574.161847 + Penalty 2591.834993 = -337982.326854
  nChanged 132
		SP:Iteration 4Q (31833.240000 sec): 3 clusters
  Score: Raw -340677.962573 + Penalty 2591.834993 = -338086.127581
  nChanged 113
		SP:Iteration 5Q (31833.440000 sec): 3 clusters
  Score: Raw -340742.712102 + Penalty 2591.834993 = -338150.877109
  nChanged 79
		SP:Iteration 6Q (31833.600000 sec): 3 clusters
  Score: Raw -340785.810905 + Penalty 2591.834993 = -338193.975913
  nChanged 58
		SP:Iteration 7Q (31833.760000 sec): 3 clusters
  Score: Raw -340820.519031 + Penalty 2591.834993 = -338228.684038
  nChanged 61
		SP:Iteration 8Q (31833.900000 sec): 3 clusters
  Score: Raw -340847.786684 + Penalty 2591.834993 = -338255.951691
  nChanged 38
		SP:Iteration 9Q (31834.080000 sec): 3 clusters
  Score: Raw -340868.170162 + Penalty 2591.834993 = -338276.335169
  nChanged 40
		SP:Iteration 10Q (31834.260000 sec): 3 clusters
  Score: Raw -340891.383490 + Penalty 2591.834993 = -338299.548497
  nChanged 45
		SP:Iteration 11Q (31834.440000 sec): 3 clusters
  Score: Raw -340914.000724 + Penalty 2591.834993 = -338322.165731
  nChanged 44
		SP:Iteration 12Q (31834.630000 sec): 3 clusters
  Score: Raw -340932.572718 + Penalty 2591.834993 = -338340.737725
  nChanged 32
		SP:Iteration 13Q (31834.790000 sec): 3 clusters
  Score: Raw -340950.393232 + Penalty 2591.834993 = -338358.558239
  nChanged 36
		SP:Iteration 14Q (31834.960000 sec): 3 clusters
  Score: Raw -340971.480282 + Penalty 2591.834993 = -338379.645289
  nChanged 29
		SP:Iteration 15Q (31835.170000 sec): 3 clusters
  Score: Raw -340991.945195 + Penalty 2591.834993 = -338400.110202
  nChanged 37
		SP:Iteration 16Q (31835.330000 sec): 3 clusters
  Score: Raw -341014.178268 + Penalty 2591.834993 = -338422.343275
  nChanged 36
		SP:Iteration 17Q (31835.530000 sec): 3 clusters
  Score: Raw -341036.475532 + Penalty 2591.834993 = -338444.640539
  nChanged 33
		SP:Iteration 18Q (31835.680000 sec): 3 clusters
  Score: Raw -341064.653502 + Penalty 2591.834993 = -338472.818509
  nChanged 37
		SP:Iteration 19Q (31835.830000 sec): 3 clusters
  Score: Raw -341089.466108 + Penalty 2591.834993 = -338497.631115
  nChanged 28
		SP:Iteration 20F (31835.980000 sec): 3 clusters
  Score: Raw -341108.791493 + Penalty 2591.834993 = -338516.956501
  nChanged 28
		SP:Iteration 21Q (31836.140000 sec): 3 clusters
  Score: Raw -341129.888990 + Penalty 2591.834993 = -338538.053997
  nChanged 31
		SP:Iteration 22Q (31836.310000 sec): 3 clusters
  Score: Raw -341148.776938 + Penalty 2591.834993 = -338556.941945
  nChanged 29
		SP:Iteration 23Q (31836.480000 sec): 3 clusters
  Score: Raw -341165.617519 + Penalty 2591.834993 = -338573.782526
  nChanged 27
		SP:Iteration 24Q (31836.690000 sec): 3 clusters
  Score: Raw -341181.751434 + Penalty 2591.834993 = -338589.916442
  nChanged 22
		SP:Iteration 25Q (31836.880000 sec): 3 clusters
  Score: Raw -341195.603573 + Penalty 2591.834993 = -338603.768581
  nChanged 30
		SP:Iteration 26Q (31837.060000 sec): 3 clusters
  Score: Raw -341213.890177 + Penalty 2591.834993 = -338622.055184
  nChanged 32
		SP:Iteration 27Q (31837.250000 sec): 3 clusters
  Score: Raw -341226.678370 + Penalty 2591.834993 = -338634.843378
  nChanged 22
		SP:Iteration 28Q (31837.460000 sec): 3 clusters
  Score: Raw -341235.616675 + Penalty 2591.834993 = -338643.781682
  nChanged 20
		SP:Iteration 29Q (31837.630000 sec): 3 clusters
  Score: Raw -341244.523882 + Penalty 2591.834993 = -338652.688889
  nChanged 23
		SP:Iteration 30Q (31837.800000 sec): 3 clusters
  Score: Raw -341255.241637 + Penalty 2591.834993 = -338663.406645
  nChanged 11
		SP:Iteration 31Q (31837.970000 sec): 3 clusters
  Score: Raw -341258.129335 + Penalty 2591.834993 = -338666.294343
  nChanged 8
		SP:Iteration 32Q (31838.160000 sec): 3 clusters
  Score: Raw -341260.287773 + Penalty 2591.834993 = -338668.452780
  nChanged 8
		SP:Iteration 33Q (31838.360000 sec): 3 clusters
  Score: Raw -341263.543641 + Penalty 2591.834993 = -338671.708648
  nChanged 8
		SP:Iteration 34Q (31838.590000 sec): 3 clusters
  Score: Raw -341266.251782 + Penalty 2591.834993 = -338674.416790
  nChanged 9
		SP:Iteration 35Q (31838.740000 sec): 3 clusters
  Score: Raw -341269.333387 + Penalty 2591.834993 = -338677.498394
  nChanged 12
		SP:Iteration 36Q (31838.930000 sec): 3 clusters
  Score: Raw -341277.111548 + Penalty 2591.834993 = -338685.276556
  nChanged 17
		SP:Iteration 37Q (31839.120000 sec): 3 clusters
  Score: Raw -341284.691236 + Penalty 2591.834993 = -338692.856243
  nChanged 19
		SP:Iteration 38Q (31839.320000 sec): 3 clusters
  Score: Raw -341293.570392 + Penalty 2591.834993 = -338701.735400
  nChanged 15
		SP:Iteration 39Q (31839.500000 sec): 3 clusters
  Score: Raw -341299.831710 + Penalty 2591.834993 = -338707.996717
  nChanged 15
		SP:Iteration 40F (31839.660000 sec): 3 clusters
  Score: Raw -341304.910294 + Penalty 2591.834993 = -338713.075301
  nChanged 13
		SP:Iteration 41Q (31839.860000 sec): 3 clusters
  Score: Raw -341310.192466 + Penalty 2591.834993 = -338718.357473
  nChanged 8
		SP:Iteration 42Q (31840.040000 sec): 3 clusters
  Score: Raw -341312.307770 + Penalty 2591.834993 = -338720.472777
  nChanged 12
		SP:Iteration 43Q (31840.200000 sec): 3 clusters
  Score: Raw -341316.541778 + Penalty 2591.834993 = -338724.706786
  nChanged 14
		SP:Iteration 44Q (31840.410000 sec): 3 clusters
  Score: Raw -341321.144864 + Penalty 2591.834993 = -338729.309871
  nChanged 12
		SP:Iteration 45Q (31840.570000 sec): 3 clusters
  Score: Raw -341324.064545 + Penalty 2591.834993 = -338732.229552
  nChanged 9
		SP:Iteration 46Q (31840.750000 sec): 3 clusters
  Score: Raw -341327.260648 + Penalty 2591.834993 = -338735.425655
  nChanged 14
		SP:Iteration 47Q (31840.920000 sec): 3 clusters
  Score: Raw -341332.805392 + Penalty 2591.834993 = -338740.970399
  nChanged 9
		SP:Iteration 48Q (31841.100000 sec): 3 clusters
  Score: Raw -341336.307356 + Penalty 2591.834993 = -338744.472364
  nChanged 11
		SP:Iteration 49Q (31841.300000 sec): 3 clusters
  Score: Raw -341339.996618 + Penalty 2591.834993 = -338748.161625
  nChanged 14
		SP:Iteration 50Q (31841.460000 sec): 3 clusters
  Score: Raw -341344.958802 + Penalty 2591.834993 = -338753.123810
  nChanged 14
		SP:Iteration 51Q (31841.620000 sec): 3 clusters
  Score: Raw -341350.853610 + Penalty 2591.834993 = -338759.018618
  nChanged 15
		SP:Iteration 52Q (31841.810000 sec): 3 clusters
  Score: Raw -341356.272917 + Penalty 2591.834993 = -338764.437924
  nChanged 11
		SP:Iteration 53Q (31841.980000 sec): 3 clusters
  Score: Raw -341359.541252 + Penalty 2591.834993 = -338767.706259
  nChanged 8
		SP:Iteration 54Q (31842.150000 sec): 3 clusters
  Score: Raw -341362.867164 + Penalty 2591.834993 = -338771.032171
  nChanged 13
		SP:Iteration 55Q (31842.340000 sec): 3 clusters
  Score: Raw -341368.118974 + Penalty 2591.834993 = -338776.283981
  nChanged 9
		SP:Iteration 56Q (31842.530000 sec): 3 clusters
  Score: Raw -341370.364790 + Penalty 2591.834993 = -338778.529798
  nChanged 5
		SP:Iteration 57Q (31842.680000 sec): 3 clusters
  Score: Raw -341372.096398 + Penalty 2591.834993 = -338780.261405
  nChanged 7
		SP:Iteration 58Q (31842.860000 sec): 3 clusters
  Score: Raw -341374.935582 + Penalty 2591.834993 = -338783.100589
  nChanged 6
		SP:Iteration 59Q (31843.050000 sec): 3 clusters
  Score: Raw -341378.298490 + Penalty 2591.834993 = -338786.463498
  nChanged 3
		SP:Iteration 60F (31843.230000 sec): 3 clusters
  Score: Raw -341379.223638 + Penalty 2591.834993 = -338787.388645
  nChanged 2
		SP:Iteration 61Q (31843.410000 sec): 3 clusters
  Score: Raw -341379.633005 + Penalty 2591.834993 = -338787.798012
  nChanged 1
		SP:Iteration 62Q (31843.560000 sec): 3 clusters
  Score: Raw -341379.820902 + Penalty 2591.834993 = -338787.985909
  nChanged 1
		SP:Iteration 63Q (31843.750000 sec): 3 clusters
  Score: Raw -341379.967752 + Penalty 2591.834993 = -338788.132759
  nChanged 0
		SP:Iteration 64F (31843.910000 sec): 3 clusters
  Score: Raw -341379.967752 + Penalty 2591.834993 = -338788.132759
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31844.060000 sec): 2 clusters
  Score: Raw -335608.986513 + Penalty 1297.696508 = -334311.290004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31844.240000 sec): 3 clusters
  Score: Raw -334255.149331 + Penalty 2595.393017 = -331659.756314
  nChanged 1117
		SP:Iteration 1F (31844.390000 sec): 3 clusters
  Score: Raw -335065.867802 + Penalty 2595.393017 = -332470.474785
  nChanged 276
		SP:Iteration 2F (31844.570000 sec): 3 clusters
  Score: Raw -335308.130402 + Penalty 2595.393017 = -332712.737386
  nChanged 192
		SP:Iteration 3F (31844.750000 sec): 3 clusters
  Score: Raw -335464.461805 + Penalty 2595.393017 = -332869.068788
  nChanged 147
		SP:Iteration 4F (31844.940000 sec): 3 clusters
  Score: Raw -335583.185312 + Penalty 2595.393017 = -332987.792295
  nChanged 133
		SP:Iteration 5Q (31845.130000 sec): 3 clusters
  Score: Raw -335702.104342 + Penalty 2595.393017 = -333106.711326
  nChanged 146
		SP:Iteration 6Q (31845.300000 sec): 3 clusters
  Score: Raw -335827.697937 + Penalty 2595.393017 = -333232.304920
  nChanged 129
		SP:Iteration 7Q (31845.450000 sec): 3 clusters
  Score: Raw -335936.318700 + Penalty 2595.393017 = -333340.925683
  nChanged 116
		SP:Iteration 8Q (31845.650000 sec): 3 clusters
  Score: Raw -336030.293958 + Penalty 2595.393017 = -333434.900941
  nChanged 95
		SP:Iteration 9Q (31845.820000 sec): 3 clusters
  Score: Raw -336127.610703 + Penalty 2595.393017 = -333532.217686
  nChanged 105
		SP:Iteration 10Q (31845.990000 sec): 3 clusters
  Score: Raw -336246.746533 + Penalty 2595.393017 = -333651.353516
  nChanged 91
		SP:Iteration 11Q (31846.160000 sec): 3 clusters
  Score: Raw -336333.559307 + Penalty 2595.393017 = -333738.166291
  nChanged 59
		SP:Iteration 12Q (31846.310000 sec): 3 clusters
  Score: Raw -336385.104508 + Penalty 2595.393017 = -333789.711491
  nChanged 45
		SP:Iteration 13Q (31846.530000 sec): 3 clusters
  Score: Raw -336425.291423 + Penalty 2595.393017 = -333829.898406
  nChanged 44
		SP:Iteration 14Q (31846.700000 sec): 3 clusters
  Score: Raw -336464.285236 + Penalty 2595.393017 = -333868.892219
  nChanged 36
		SP:Iteration 15Q (31846.870000 sec): 3 clusters
  Score: Raw -336495.650488 + Penalty 2595.393017 = -333900.257471
  nChanged 29
		SP:Iteration 16Q (31847.070000 sec): 3 clusters
  Score: Raw -336525.783928 + Penalty 2595.393017 = -333930.390912
  nChanged 17
		SP:Iteration 17Q (31847.220000 sec): 3 clusters
  Score: Raw -336539.736204 + Penalty 2595.393017 = -333944.343188
  nChanged 15
		SP:Iteration 18Q (31847.400000 sec): 3 clusters
  Score: Raw -336550.613509 + Penalty 2595.393017 = -333955.220493
  nChanged 11
		SP:Iteration 19Q (31847.570000 sec): 3 clusters
  Score: Raw -336555.925188 + Penalty 2595.393017 = -333960.532171
  nChanged 7
		SP:Iteration 20F (31847.740000 sec): 3 clusters
  Score: Raw -336558.662911 + Penalty 2595.393017 = -333963.269895
  nChanged 3
		SP:Iteration 21Q (31847.940000 sec): 3 clusters
  Score: Raw -336559.348580 + Penalty 2595.393017 = -333963.955564
  nChanged 1
		SP:Iteration 22Q (31848.080000 sec): 3 clusters
  Score: Raw -336559.871284 + Penalty 2595.393017 = -333964.478268
  nChanged 2
		SP:Iteration 23Q (31848.250000 sec): 3 clusters
  Score: Raw -336561.073769 + Penalty 2595.393017 = -333965.680753
  nChanged 1
		SP:Iteration 24Q (31848.480000 sec): 3 clusters
  Score: Raw -336561.420044 + Penalty 2595.393017 = -333966.027028
  nChanged 0
		SP:Iteration 25F (31848.640000 sec): 3 clusters
  Score: Raw -336561.420044 + Penalty 2595.393017 = -333966.027028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31848.830000 sec): 2 clusters
  Score: Raw -1735191.954276 + Penalty 1555.154299 = -1733636.799977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31849.070000 sec): 3 clusters
  Score: Raw -1726777.823743 + Penalty 3110.308598 = -1723667.515145
  nChanged 6365
		SP:Iteration 1F (31849.340000 sec): 3 clusters
  Score: Raw -1730287.912147 + Penalty 3110.308598 = -1727177.603549
  nChanged 878
		SP:Iteration 2F (31849.560000 sec): 3 clusters
  Score: Raw -1730699.462170 + Penalty 3110.308598 = -1727589.153572
  nChanged 764
		SP:Iteration 3F (31849.780000 sec): 3 clusters
  Score: Raw -1731105.321390 + Penalty 3110.308598 = -1727995.012791
  nChanged 776
		SP:Iteration 4F (31850.030000 sec): 3 clusters
  Score: Raw -1731587.733874 + Penalty 3110.308598 = -1728477.425275
  nChanged 736
		SP:Iteration 5F (31850.260000 sec): 3 clusters
  Score: Raw -1732075.333386 + Penalty 3110.308598 = -1728965.024788
  nChanged 720
		SP:Iteration 6F (31850.520000 sec): 3 clusters
  Score: Raw -1732542.213645 + Penalty 3110.308598 = -1729431.905047
  nChanged 710
		SP:Iteration 7Q (31850.740000 sec): 3 clusters
  Score: Raw -1733046.124980 + Penalty 3110.308598 = -1729935.816382
  nChanged 715
		SP:Iteration 8Q (31850.970000 sec): 3 clusters
  Score: Raw -1733573.027527 + Penalty 3110.308598 = -1730462.718929
  nChanged 624
		SP:Iteration 9Q (31851.220000 sec): 3 clusters
  Score: Raw -1733986.032883 + Penalty 3110.308598 = -1730875.724285
  nChanged 527
		SP:Iteration 10Q (31851.470000 sec): 3 clusters
  Score: Raw -1734304.451837 + Penalty 3110.308598 = -1731194.143239
  nChanged 426
		SP:Iteration 11Q (31851.720000 sec): 3 clusters
  Score: Raw -1734594.708244 + Penalty 3110.308598 = -1731484.399646
  nChanged 372
		SP:Iteration 12Q (31851.920000 sec): 3 clusters
  Score: Raw -1734872.150871 + Penalty 3110.308598 = -1731761.842273
  nChanged 298
		SP:Iteration 13Q (31852.160000 sec): 3 clusters
  Score: Raw -1735075.468746 + Penalty 3110.308598 = -1731965.160148
  nChanged 240
		SP:Iteration 14Q (31852.400000 sec): 3 clusters
  Score: Raw -1735208.635067 + Penalty 3110.308598 = -1732098.326468
  nChanged 188
		SP:Iteration 15Q (31852.620000 sec): 3 clusters
  Score: Raw -1735311.446643 + Penalty 3110.308598 = -1732201.138044
  nChanged 145
		SP:Iteration 16Q (31852.830000 sec): 3 clusters
  Score: Raw -1735380.353993 + Penalty 3110.308598 = -1732270.045395
  nChanged 122
		SP:Iteration 17Q (31853.080000 sec): 3 clusters
  Score: Raw -1735430.305341 + Penalty 3110.308598 = -1732319.996743
  nChanged 106
		SP:Iteration 18Q (31853.300000 sec): 3 clusters
  Score: Raw -1735467.688367 + Penalty 3110.308598 = -1732357.379769
  nChanged 97
		SP:Iteration 19Q (31853.570000 sec): 3 clusters
  Score: Raw -1735501.993241 + Penalty 3110.308598 = -1732391.684643
  nChanged 76
		SP:Iteration 20F (31853.760000 sec): 3 clusters
  Score: Raw -1735522.997756 + Penalty 3110.308598 = -1732412.689158
  nChanged 68
		SP:Iteration 21Q (31854.020000 sec): 3 clusters
  Score: Raw -1735542.757892 + Penalty 3110.308598 = -1732432.449294
  nChanged 58
		SP:Iteration 22Q (31854.240000 sec): 3 clusters
  Score: Raw -1735558.609494 + Penalty 3110.308598 = -1732448.300896
  nChanged 59
		SP:Iteration 23Q (31854.460000 sec): 3 clusters
  Score: Raw -1735574.683957 + Penalty 3110.308598 = -1732464.375359
  nChanged 55
		SP:Iteration 24Q (31854.690000 sec): 3 clusters
  Score: Raw -1735592.399650 + Penalty 3110.308598 = -1732482.091052
  nChanged 51
		SP:Iteration 25Q (31854.890000 sec): 3 clusters
  Score: Raw -1735608.145256 + Penalty 3110.308598 = -1732497.836658
  nChanged 44
		SP:Iteration 26Q (31855.120000 sec): 3 clusters
  Score: Raw -1735619.952157 + Penalty 3110.308598 = -1732509.643559
  nChanged 35
		SP:Iteration 27Q (31855.360000 sec): 3 clusters
  Score: Raw -1735628.143831 + Penalty 3110.308598 = -1732517.835233
  nChanged 38
		SP:Iteration 28Q (31855.570000 sec): 3 clusters
  Score: Raw -1735637.960365 + Penalty 3110.308598 = -1732527.651767
  nChanged 34
		SP:Iteration 29Q (31855.770000 sec): 3 clusters
  Score: Raw -1735644.976340 + Penalty 3110.308598 = -1732534.667742
  nChanged 25
		SP:Iteration 30Q (31856.000000 sec): 3 clusters
  Score: Raw -1735651.777903 + Penalty 3110.308598 = -1732541.469305
  nChanged 28
		SP:Iteration 31Q (31856.250000 sec): 3 clusters
  Score: Raw -1735659.032473 + Penalty 3110.308598 = -1732548.723875
  nChanged 29
		SP:Iteration 32Q (31856.490000 sec): 3 clusters
  Score: Raw -1735667.158129 + Penalty 3110.308598 = -1732556.849531
  nChanged 21
		SP:Iteration 33Q (31856.710000 sec): 3 clusters
  Score: Raw -1735672.286267 + Penalty 3110.308598 = -1732561.977669
  nChanged 18
		SP:Iteration 34Q (31856.970000 sec): 3 clusters
  Score: Raw -1735676.133306 + Penalty 3110.308598 = -1732565.824708
  nChanged 19
		SP:Iteration 35Q (31857.200000 sec): 3 clusters
  Score: Raw -1735680.175514 + Penalty 3110.308598 = -1732569.866916
  nChanged 23
		SP:Iteration 36Q (31857.440000 sec): 3 clusters
  Score: Raw -1735684.338180 + Penalty 3110.308598 = -1732574.029582
  nChanged 21
		SP:Iteration 37Q (31857.670000 sec): 3 clusters
  Score: Raw -1735688.825085 + Penalty 3110.308598 = -1732578.516487
  nChanged 18
		SP:Iteration 38Q (31857.880000 sec): 3 clusters
  Score: Raw -1735692.820552 + Penalty 3110.308598 = -1732582.511954
  nChanged 16
		SP:Iteration 39Q (31858.100000 sec): 3 clusters
  Score: Raw -1735696.393742 + Penalty 3110.308598 = -1732586.085144
  nChanged 19
		SP:Iteration 40F (31858.360000 sec): 3 clusters
  Score: Raw -1735699.992594 + Penalty 3110.308598 = -1732589.683996
  nChanged 19
		SP:Iteration 41Q (31858.610000 sec): 3 clusters
  Score: Raw -1735703.756961 + Penalty 3110.308598 = -1732593.448363
  nChanged 11
		SP:Iteration 42Q (31858.820000 sec): 3 clusters
  Score: Raw -1735705.456944 + Penalty 3110.308598 = -1732595.148346
  nChanged 9
		SP:Iteration 43Q (31859.060000 sec): 3 clusters
  Score: Raw -1735707.631454 + Penalty 3110.308598 = -1732597.322856
  nChanged 7
		SP:Iteration 44Q (31859.280000 sec): 3 clusters
  Score: Raw -1735709.461002 + Penalty 3110.308598 = -1732599.152404
  nChanged 3
		SP:Iteration 45Q (31859.490000 sec): 3 clusters
  Score: Raw -1735710.042303 + Penalty 3110.308598 = -1732599.733705
  nChanged 6
		SP:Iteration 46Q (31859.720000 sec): 3 clusters
  Score: Raw -1735711.783578 + Penalty 3110.308598 = -1732601.474980
  nChanged 8
		SP:Iteration 47Q (31859.950000 sec): 3 clusters
  Score: Raw -1735713.286470 + Penalty 3110.308598 = -1732602.977872
  nChanged 6
		SP:Iteration 48Q (31860.220000 sec): 3 clusters
  Score: Raw -1735713.958966 + Penalty 3110.308598 = -1732603.650368
  nChanged 2
		SP:Iteration 49Q (31860.420000 sec): 3 clusters
  Score: Raw -1735714.099455 + Penalty 3110.308598 = -1732603.790856
  nChanged 0
		SP:Iteration 50F (31860.660000 sec): 3 clusters
  Score: Raw -1735714.099455 + Penalty 3110.308598 = -1732603.790856
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31861.040000 sec): 2 clusters
  Score: Raw -6080692.763956 + Penalty 1765.341833 = -6078927.422123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31861.450000 sec): 3 clusters
  Score: Raw -6047723.163230 + Penalty 3530.683666 = -6044192.479564
  nChanged 24412
		SP:Iteration 1F (31861.870000 sec): 3 clusters
  Score: Raw -6062237.431137 + Penalty 3530.683666 = -6058706.747472
  nChanged 2763
		SP:Iteration 2F (31862.310000 sec): 3 clusters
  Score: Raw -6063514.568664 + Penalty 3530.683666 = -6059983.884998
  nChanged 3090
		SP:Iteration 3F (31862.720000 sec): 3 clusters
  Score: Raw -6065250.975801 + Penalty 3530.683666 = -6061720.292135
  nChanged 3333
		SP:Iteration 4F (31863.120000 sec): 3 clusters
  Score: Raw -6067324.489509 + Penalty 3530.683666 = -6063793.805844
  nChanged 3318
		SP:Iteration 5F (31863.500000 sec): 3 clusters
  Score: Raw -6069499.119854 + Penalty 3530.683666 = -6065968.436189
  nChanged 3067
		SP:Iteration 6F (31863.920000 sec): 3 clusters
  Score: Raw -6071709.182707 + Penalty 3530.683666 = -6068178.499042
  nChanged 2746
		SP:Iteration 7F (31864.310000 sec): 3 clusters
  Score: Raw -6073670.066000 + Penalty 3530.683666 = -6070139.382334
  nChanged 2197
		SP:Iteration 8Q (31864.710000 sec): 3 clusters
  Score: Raw -6075157.510168 + Penalty 3530.683666 = -6071626.826503
  nChanged 1707
		SP:Iteration 9Q (31865.080000 sec): 3 clusters
  Score: Raw -6076179.319241 + Penalty 3530.683666 = -6072648.635576
  nChanged 1355
		SP:Iteration 10Q (31865.450000 sec): 3 clusters
  Score: Raw -6076922.649949 + Penalty 3530.683666 = -6073391.966283
  nChanged 1086
		SP:Iteration 11Q (31865.840000 sec): 3 clusters
  Score: Raw -6077491.874493 + Penalty 3530.683666 = -6073961.190828
  nChanged 980
		SP:Iteration 12Q (31866.210000 sec): 3 clusters
  Score: Raw -6077979.118080 + Penalty 3530.683666 = -6074448.434415
  nChanged 913
		SP:Iteration 13Q (31866.610000 sec): 3 clusters
  Score: Raw -6078417.420853 + Penalty 3530.683666 = -6074886.737188
  nChanged 853
		SP:Iteration 14Q (31867.010000 sec): 3 clusters
  Score: Raw -6078819.360350 + Penalty 3530.683666 = -6075288.676685
  nChanged 728
		SP:Iteration 15Q (31867.390000 sec): 3 clusters
  Score: Raw -6079125.011545 + Penalty 3530.683666 = -6075594.327879
  nChanged 684
		SP:Iteration 16Q (31867.780000 sec): 3 clusters
  Score: Raw -6079410.226751 + Penalty 3530.683666 = -6075879.543085
  nChanged 653
		SP:Iteration 17Q (31868.150000 sec): 3 clusters
  Score: Raw -6079662.527936 + Penalty 3530.683666 = -6076131.844271
  nChanged 572
		SP:Iteration 18Q (31868.530000 sec): 3 clusters
  Score: Raw -6079882.187806 + Penalty 3530.683666 = -6076351.504140
  nChanged 503
		SP:Iteration 19Q (31868.920000 sec): 3 clusters
  Score: Raw -6080064.410774 + Penalty 3530.683666 = -6076533.727109
  nChanged 493
		SP:Iteration 20F (31869.340000 sec): 3 clusters
  Score: Raw -6080244.933494 + Penalty 3530.683666 = -6076714.249829
  nChanged 459
		SP:Iteration 21Q (31869.750000 sec): 3 clusters
  Score: Raw -6080418.339539 + Penalty 3530.683666 = -6076887.655873
  nChanged 400
		SP:Iteration 22Q (31870.140000 sec): 3 clusters
  Score: Raw -6080570.500271 + Penalty 3530.683666 = -6077039.816605
  nChanged 379
		SP:Iteration 23Q (31870.550000 sec): 3 clusters
  Score: Raw -6080716.546549 + Penalty 3530.683666 = -6077185.862883
  nChanged 339
		SP:Iteration 24Q (31870.900000 sec): 3 clusters
  Score: Raw -6080850.061465 + Penalty 3530.683666 = -6077319.377799
  nChanged 290
		SP:Iteration 25Q (31871.300000 sec): 3 clusters
  Score: Raw -6080988.414001 + Penalty 3530.683666 = -6077457.730336
  nChanged 267
		SP:Iteration 26Q (31871.720000 sec): 3 clusters
  Score: Raw -6081126.430637 + Penalty 3530.683666 = -6077595.746972
  nChanged 204
		SP:Iteration 27Q (31872.130000 sec): 3 clusters
  Score: Raw -6081227.874981 + Penalty 3530.683666 = -6077697.191316
  nChanged 163
		SP:Iteration 28Q (31872.530000 sec): 3 clusters
  Score: Raw -6081292.401829 + Penalty 3530.683666 = -6077761.718163
  nChanged 130
		SP:Iteration 29Q (31872.890000 sec): 3 clusters
  Score: Raw -6081339.516098 + Penalty 3530.683666 = -6077808.832433
  nChanged 127
		SP:Iteration 30Q (31873.290000 sec): 3 clusters
  Score: Raw -6081381.501681 + Penalty 3530.683666 = -6077850.818015
  nChanged 106
		SP:Iteration 31Q (31873.680000 sec): 3 clusters
  Score: Raw -6081416.908194 + Penalty 3530.683666 = -6077886.224529
  nChanged 106
		SP:Iteration 32Q (31874.070000 sec): 3 clusters
  Score: Raw -6081454.753536 + Penalty 3530.683666 = -6077924.069871
  nChanged 90
		SP:Iteration 33Q (31874.450000 sec): 3 clusters
  Score: Raw -6081484.389390 + Penalty 3530.683666 = -6077953.705725
  nChanged 95
		SP:Iteration 34Q (31874.820000 sec): 3 clusters
  Score: Raw -6081516.282533 + Penalty 3530.683666 = -6077985.598867
  nChanged 99
		SP:Iteration 35Q (31875.200000 sec): 3 clusters
  Score: Raw -6081552.997107 + Penalty 3530.683666 = -6078022.313442
  nChanged 108
		SP:Iteration 36Q (31875.560000 sec): 3 clusters
  Score: Raw -6081584.883125 + Penalty 3530.683666 = -6078054.199459
  nChanged 75
		SP:Iteration 37Q (31875.970000 sec): 3 clusters
  Score: Raw -6081607.004067 + Penalty 3530.683666 = -6078076.320401
  nChanged 60
		SP:Iteration 38Q (31876.390000 sec): 3 clusters
  Score: Raw -6081627.455017 + Penalty 3530.683666 = -6078096.771352
  nChanged 65
		SP:Iteration 39Q (31876.780000 sec): 3 clusters
  Score: Raw -6081645.447135 + Penalty 3530.683666 = -6078114.763470
  nChanged 59
		SP:Iteration 40F (31877.210000 sec): 3 clusters
  Score: Raw -6081664.192107 + Penalty 3530.683666 = -6078133.508441
  nChanged 53
		SP:Iteration 41Q (31877.620000 sec): 3 clusters
  Score: Raw -6081678.211520 + Penalty 3530.683666 = -6078147.527854
  nChanged 52
		SP:Iteration 42Q (31878.050000 sec): 3 clusters
  Score: Raw -6081694.127261 + Penalty 3530.683666 = -6078163.443595
  nChanged 45
		SP:Iteration 43Q (31878.460000 sec): 3 clusters
  Score: Raw -6081705.414384 + Penalty 3530.683666 = -6078174.730719
  nChanged 37
		SP:Iteration 44Q (31878.900000 sec): 3 clusters
  Score: Raw -6081713.738192 + Penalty 3530.683666 = -6078183.054527
  nChanged 25
		SP:Iteration 45Q (31879.280000 sec): 3 clusters
  Score: Raw -6081718.416741 + Penalty 3530.683666 = -6078187.733075
  nChanged 23
		SP:Iteration 46Q (31879.710000 sec): 3 clusters
  Score: Raw -6081724.503410 + Penalty 3530.683666 = -6078193.819744
  nChanged 24
		SP:Iteration 47Q (31880.100000 sec): 3 clusters
  Score: Raw -6081729.545961 + Penalty 3530.683666 = -6078198.862296
  nChanged 21
		SP:Iteration 48Q (31880.490000 sec): 3 clusters
  Score: Raw -6081733.556965 + Penalty 3530.683666 = -6078202.873300
  nChanged 13
		SP:Iteration 49Q (31880.870000 sec): 3 clusters
  Score: Raw -6081735.588284 + Penalty 3530.683666 = -6078204.904618
  nChanged 14
		SP:Iteration 50Q (31881.240000 sec): 3 clusters
  Score: Raw -6081738.959729 + Penalty 3530.683666 = -6078208.276063
  nChanged 10
		SP:Iteration 51Q (31881.630000 sec): 3 clusters
  Score: Raw -6081740.812575 + Penalty 3530.683666 = -6078210.128909
  nChanged 11
		SP:Iteration 52Q (31882.040000 sec): 3 clusters
  Score: Raw -6081742.773459 + Penalty 3530.683666 = -6078212.089793
  nChanged 11
		SP:Iteration 53Q (31882.450000 sec): 3 clusters
  Score: Raw -6081744.779754 + Penalty 3530.683666 = -6078214.096088
  nChanged 10
		SP:Iteration 54Q (31882.840000 sec): 3 clusters
  Score: Raw -6081746.492384 + Penalty 3530.683666 = -6078215.808719
  nChanged 11
		SP:Iteration 55Q (31883.250000 sec): 3 clusters
  Score: Raw -6081748.321021 + Penalty 3530.683666 = -6078217.637355
  nChanged 9
		SP:Iteration 56Q (31883.650000 sec): 3 clusters
  Score: Raw -6081750.173659 + Penalty 3530.683666 = -6078219.489994
  nChanged 5
		SP:Iteration 57Q (31884.040000 sec): 3 clusters
  Score: Raw -6081750.801115 + Penalty 3530.683666 = -6078220.117450
  nChanged 4
		SP:Iteration 58Q (31884.400000 sec): 3 clusters
  Score: Raw -6081751.494292 + Penalty 3530.683666 = -6078220.810627
  nChanged 4
		SP:Iteration 59Q (31884.800000 sec): 3 clusters
  Score: Raw -6081752.003768 + Penalty 3530.683666 = -6078221.320103
  nChanged 2
		SP:Iteration 60F (31885.190000 sec): 3 clusters
  Score: Raw -6081752.295107 + Penalty 3530.683666 = -6078221.611442
  nChanged 2
		SP:Iteration 61Q (31885.590000 sec): 3 clusters
  Score: Raw -6081752.527248 + Penalty 3530.683666 = -6078221.843583
  nChanged 2
		SP:Iteration 62Q (31886.010000 sec): 3 clusters
  Score: Raw -6081752.809807 + Penalty 3530.683666 = -6078222.126142
  nChanged 3
		SP:Iteration 63Q (31886.400000 sec): 3 clusters
  Score: Raw -6081753.666430 + Penalty 3530.683666 = -6078222.982764
  nChanged 2
		SP:Iteration 64Q (31886.800000 sec): 3 clusters
  Score: Raw -6081753.889626 + Penalty 3530.683666 = -6078223.205960
  nChanged 2
		SP:Iteration 65Q (31887.220000 sec): 3 clusters
  Score: Raw -6081754.193535 + Penalty 3530.683666 = -6078223.509870
  nChanged 2
		SP:Iteration 66Q (31887.630000 sec): 3 clusters
  Score: Raw -6081754.431759 + Penalty 3530.683666 = -6078223.748094
  nChanged 2
		SP:Iteration 67Q (31888.050000 sec): 3 clusters
  Score: Raw -6081754.602137 + Penalty 3530.683666 = -6078223.918471
  nChanged 1
		SP:Iteration 68Q (31888.470000 sec): 3 clusters
  Score: Raw -6081754.699234 + Penalty 3530.683666 = -6078224.015568
  nChanged 1
		SP:Iteration 69Q (31888.870000 sec): 3 clusters
  Score: Raw -6081754.825015 + Penalty 3530.683666 = -6078224.141350
  nChanged 1
		SP:Iteration 70Q (31889.280000 sec): 3 clusters
  Score: Raw -6081754.915994 + Penalty 3530.683666 = -6078224.232328
  nChanged 0
		SP:Iteration 71F (31889.670000 sec): 3 clusters
  Score: Raw -6081754.915994 + Penalty 3530.683666 = -6078224.232328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31889.820000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31890.010000 sec): 3 clusters
  Score: Raw -141448.067201 + Penalty 2311.506420 = -139136.560781
  nChanged 409
		SP:Iteration 1F (31890.160000 sec): 3 clusters
  Score: Raw -141820.519680 + Penalty 2311.506420 = -139509.013260
  nChanged 94
		SP:Iteration 2F (31890.350000 sec): 3 clusters
  Score: Raw -141925.755308 + Penalty 2311.506420 = -139614.248889
  nChanged 52
		SP:Iteration 3Q (31890.570000 sec): 3 clusters
  Score: Raw -141979.769128 + Penalty 2311.506420 = -139668.262708
  nChanged 45
		SP:Iteration 4Q (31890.740000 sec): 3 clusters
  Score: Raw -142025.991429 + Penalty 2311.506420 = -139714.485009
  nChanged 33
		SP:Iteration 5Q (31890.880000 sec): 3 clusters
  Score: Raw -142061.776260 + Penalty 2311.506420 = -139750.269840
  nChanged 22
		SP:Iteration 6Q (31891.080000 sec): 3 clusters
  Score: Raw -142078.266870 + Penalty 2311.506420 = -139766.760451
  nChanged 13
		SP:Iteration 7Q (31891.220000 sec): 3 clusters
  Score: Raw -142088.632121 + Penalty 2311.506420 = -139777.125702
  nChanged 13
		SP:Iteration 8Q (31891.390000 sec): 3 clusters
  Score: Raw -142099.235174 + Penalty 2311.506420 = -139787.728754
  nChanged 10
		SP:Iteration 9Q (31891.520000 sec): 3 clusters
  Score: Raw -142106.137607 + Penalty 2311.506420 = -139794.631187
  nChanged 6
		SP:Iteration 10Q (31891.700000 sec): 3 clusters
  Score: Raw -142110.403613 + Penalty 2311.506420 = -139798.897194
  nChanged 3
		SP:Iteration 11Q (31891.900000 sec): 3 clusters
  Score: Raw -142113.513372 + Penalty 2311.506420 = -139802.006953
  nChanged 6
		SP:Iteration 12Q (31892.080000 sec): 3 clusters
  Score: Raw -142117.569348 + Penalty 2311.506420 = -139806.062928
  nChanged 6
		SP:Iteration 13Q (31892.260000 sec): 3 clusters
  Score: Raw -142122.881173 + Penalty 2311.506420 = -139811.374753
  nChanged 6
		SP:Iteration 14Q (31892.420000 sec): 3 clusters
  Score: Raw -142128.285574 + Penalty 2311.506420 = -139816.779154
  nChanged 9
		SP:Iteration 15Q (31892.590000 sec): 3 clusters
  Score: Raw -142134.567124 + Penalty 2311.506420 = -139823.060705
  nChanged 7
		SP:Iteration 16Q (31892.730000 sec): 3 clusters
  Score: Raw -142141.290247 + Penalty 2311.506420 = -139829.783828
  nChanged 7
		SP:Iteration 17Q (31892.940000 sec): 3 clusters
  Score: Raw -142146.928283 + Penalty 2311.506420 = -139835.421864
  nChanged 3
		SP:Iteration 18Q (31893.100000 sec): 3 clusters
  Score: Raw -142150.575650 + Penalty 2311.506420 = -139839.069230
  nChanged 4
		SP:Iteration 19Q (31893.270000 sec): 3 clusters
  Score: Raw -142152.425063 + Penalty 2311.506420 = -139840.918643
  nChanged 3
		SP:Iteration 20F (31893.460000 sec): 3 clusters
  Score: Raw -142154.530585 + Penalty 2311.506420 = -139843.024165
  nChanged 3
		SP:Iteration 21Q (31893.620000 sec): 3 clusters
  Score: Raw -142156.520335 + Penalty 2311.506420 = -139845.013915
  nChanged 4
		SP:Iteration 22Q (31893.780000 sec): 3 clusters
  Score: Raw -142159.799127 + Penalty 2311.506420 = -139848.292708
  nChanged 6
		SP:Iteration 23Q (31894.000000 sec): 3 clusters
  Score: Raw -142164.847573 + Penalty 2311.506420 = -139853.341153
  nChanged 3
		SP:Iteration 24Q (31894.140000 sec): 3 clusters
  Score: Raw -142166.608466 + Penalty 2311.506420 = -139855.102047
  nChanged 2
		SP:Iteration 25Q (31894.340000 sec): 3 clusters
  Score: Raw -142167.488580 + Penalty 2311.506420 = -139855.982160
  nChanged 0
		SP:Iteration 26F (31894.550000 sec): 3 clusters
  Score: Raw -142167.488580 + Penalty 2311.506420 = -139855.982160
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31895.470000 sec): 2 clusters
  Score: Raw -19265229.099635 + Penalty 1943.357482 = -19263285.742153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31896.390000 sec): 3 clusters
  Score: Raw -19162629.078146 + Penalty 3886.714963 = -19158742.363183
  nChanged 75220
		SP:Iteration 1F (31897.350000 sec): 3 clusters
  Score: Raw -19207916.553432 + Penalty 3886.714963 = -19204029.838469
  nChanged 6408
		SP:Iteration 2Q (31898.270000 sec): 3 clusters
  Score: Raw -19210462.150083 + Penalty 3886.714963 = -19206575.435120
  nChanged 8446
		SP:Iteration 3F (31899.120000 sec): 3 clusters
  Score: Raw -19214902.163868 + Penalty 3886.714963 = -19211015.448905
  nChanged 10635
		SP:Iteration 4F (31899.980000 sec): 3 clusters
  Score: Raw -19221560.806153 + Penalty 3886.714963 = -19217674.091190
  nChanged 11808
		SP:Iteration 5F (31900.820000 sec): 3 clusters
  Score: Raw -19230133.555798 + Penalty 3886.714963 = -19226246.840834
  nChanged 11368
		SP:Iteration 6F (31901.640000 sec): 3 clusters
  Score: Raw -19239977.674522 + Penalty 3886.714963 = -19236090.959559
  nChanged 9675
		SP:Iteration 7F (31902.450000 sec): 3 clusters
  Score: Raw -19250753.023792 + Penalty 3886.714963 = -19246866.308829
  nChanged 7274
		SP:Iteration 8Q (31903.260000 sec): 3 clusters
  Score: Raw -19258684.211046 + Penalty 3886.714963 = -19254797.496083
  nChanged 4602
		SP:Iteration 9Q (31904.080000 sec): 3 clusters
  Score: Raw -19261741.526273 + Penalty 3886.714963 = -19257854.811310
  nChanged 2648
		SP:Iteration 10Q (31904.900000 sec): 3 clusters
  Score: Raw -19262851.445606 + Penalty 3886.714963 = -19258964.730643
  nChanged 1742
		SP:Iteration 11Q (31905.640000 sec): 3 clusters
  Score: Raw -19263419.730198 + Penalty 3886.714963 = -19259533.015235
  nChanged 1313
		SP:Iteration 12Q (31906.420000 sec): 3 clusters
  Score: Raw -19263755.739656 + Penalty 3886.714963 = -19259869.024693
  nChanged 1044
		SP:Iteration 13Q (31907.220000 sec): 3 clusters
  Score: Raw -19263965.006998 + Penalty 3886.714963 = -19260078.292035
  nChanged 771
		SP:Iteration 14Q (31908.010000 sec): 3 clusters
  Score: Raw -19264082.764426 + Penalty 3886.714963 = -19260196.049463
  nChanged 607
		SP:Iteration 15Q (31908.810000 sec): 3 clusters
  Score: Raw -19264159.602143 + Penalty 3886.714963 = -19260272.887180
  nChanged 503
		SP:Iteration 16Q (31909.670000 sec): 3 clusters
  Score: Raw -19264218.805705 + Penalty 3886.714963 = -19260332.090742
  nChanged 455
		SP:Iteration 17Q (31910.510000 sec): 3 clusters
  Score: Raw -19264270.043561 + Penalty 3886.714963 = -19260383.328598
  nChanged 437
		SP:Iteration 18Q (31911.390000 sec): 3 clusters
  Score: Raw -19264317.541630 + Penalty 3886.714963 = -19260430.826667
  nChanged 417
		SP:Iteration 19Q (31912.310000 sec): 3 clusters
  Score: Raw -19264359.742301 + Penalty 3886.714963 = -19260473.027338
  nChanged 425
		SP:Iteration 20F (31913.250000 sec): 3 clusters
  Score: Raw -19264402.828690 + Penalty 3886.714963 = -19260516.113727
  nChanged 422
		SP:Iteration 21Q (31914.090000 sec): 3 clusters
  Score: Raw -19264448.651965 + Penalty 3886.714963 = -19260561.937002
  nChanged 432
		SP:Iteration 22Q (31914.880000 sec): 3 clusters
  Score: Raw -19264497.738765 + Penalty 3886.714963 = -19260611.023802
  nChanged 433
		SP:Iteration 23Q (31915.730000 sec): 3 clusters
  Score: Raw -19264546.655276 + Penalty 3886.714963 = -19260659.940313
  nChanged 424
		SP:Iteration 24Q (31916.590000 sec): 3 clusters
  Score: Raw -19264592.175177 + Penalty 3886.714963 = -19260705.460214
  nChanged 430
		SP:Iteration 25Q (31917.420000 sec): 3 clusters
  Score: Raw -19264639.684204 + Penalty 3886.714963 = -19260752.969241
  nChanged 427
		SP:Iteration 26Q (31918.270000 sec): 3 clusters
  Score: Raw -19264685.429839 + Penalty 3886.714963 = -19260798.714876
  nChanged 425
		SP:Iteration 27Q (31919.110000 sec): 3 clusters
  Score: Raw -19264731.572418 + Penalty 3886.714963 = -19260844.857455
  nChanged 440
		SP:Iteration 28Q (31919.960000 sec): 3 clusters
  Score: Raw -19264779.394511 + Penalty 3886.714963 = -19260892.679548
  nChanged 398
		SP:Iteration 29Q (31920.870000 sec): 3 clusters
  Score: Raw -19264821.022732 + Penalty 3886.714963 = -19260934.307769
  nChanged 408
		SP:Iteration 30Q (31921.780000 sec): 3 clusters
  Score: Raw -19264867.329397 + Penalty 3886.714963 = -19260980.614434
  nChanged 435
		SP:Iteration 31Q (31922.670000 sec): 3 clusters
  Score: Raw -19264917.949286 + Penalty 3886.714963 = -19261031.234323
  nChanged 407
		SP:Iteration 32Q (31923.550000 sec): 3 clusters
  Score: Raw -19264964.035951 + Penalty 3886.714963 = -19261077.320988
  nChanged 397
		SP:Iteration 33Q (31924.480000 sec): 3 clusters
  Score: Raw -19265007.558630 + Penalty 3886.714963 = -19261120.843666
  nChanged 363
		SP:Iteration 34Q (31925.420000 sec): 3 clusters
  Score: Raw -19265047.454379 + Penalty 3886.714963 = -19261160.739416
  nChanged 371
		SP:Iteration 35Q (31926.320000 sec): 3 clusters
  Score: Raw -19265086.148800 + Penalty 3886.714963 = -19261199.433837
  nChanged 349
		SP:Iteration 36Q (31927.210000 sec): 3 clusters
  Score: Raw -19265121.163406 + Penalty 3886.714963 = -19261234.448443
  nChanged 326
		SP:Iteration 37Q (31928.060000 sec): 3 clusters
  Score: Raw -19265152.999938 + Penalty 3886.714963 = -19261266.284975
  nChanged 332
		SP:Iteration 38Q (31929.000000 sec): 3 clusters
  Score: Raw -19265185.422241 + Penalty 3886.714963 = -19261298.707278
  nChanged 337
		SP:Iteration 39Q (31929.920000 sec): 3 clusters
  Score: Raw -19265217.373901 + Penalty 3886.714963 = -19261330.658938
  nChanged 330
		SP:Iteration 40F (31930.810000 sec): 3 clusters
  Score: Raw -19265247.746435 + Penalty 3886.714963 = -19261361.031472
  nChanged 304
		SP:Iteration 41Q (31931.650000 sec): 3 clusters
  Score: Raw -19265274.148561 + Penalty 3886.714963 = -19261387.433598
  nChanged 292
		SP:Iteration 42Q (31932.480000 sec): 3 clusters
  Score: Raw -19265299.629198 + Penalty 3886.714963 = -19261412.914235
  nChanged 306
		SP:Iteration 43Q (31933.310000 sec): 3 clusters
  Score: Raw -19265323.734437 + Penalty 3886.714963 = -19261437.019474
  nChanged 288
		SP:Iteration 44Q (31934.160000 sec): 3 clusters
  Score: Raw -19265345.988818 + Penalty 3886.714963 = -19261459.273855
  nChanged 258
		SP:Iteration 45Q (31935.060000 sec): 3 clusters
  Score: Raw -19265364.381008 + Penalty 3886.714963 = -19261477.666045
  nChanged 215
		SP:Iteration 46Q (31935.840000 sec): 3 clusters
  Score: Raw -19265378.849117 + Penalty 3886.714963 = -19261492.134154
  nChanged 206
		SP:Iteration 47Q (31936.680000 sec): 3 clusters
  Score: Raw -19265391.628401 + Penalty 3886.714963 = -19261504.913438
  nChanged 214
		SP:Iteration 48Q (31937.520000 sec): 3 clusters
  Score: Raw -19265406.283268 + Penalty 3886.714963 = -19261519.568305
  nChanged 217
		SP:Iteration 49Q (31938.400000 sec): 3 clusters
  Score: Raw -19265421.554230 + Penalty 3886.714963 = -19261534.839267
  nChanged 193
		SP:Iteration 50Q (31939.290000 sec): 3 clusters
  Score: Raw -19265434.311996 + Penalty 3886.714963 = -19261547.597032
  nChanged 205
		SP:Iteration 51Q (31940.120000 sec): 3 clusters
  Score: Raw -19265449.176708 + Penalty 3886.714963 = -19261562.461745
  nChanged 194
		SP:Iteration 52Q (31941.020000 sec): 3 clusters
  Score: Raw -19265463.015521 + Penalty 3886.714963 = -19261576.300557
  nChanged 199
		SP:Iteration 53Q (31941.920000 sec): 3 clusters
  Score: Raw -19265477.324231 + Penalty 3886.714963 = -19261590.609267
  nChanged 218
		SP:Iteration 54Q (31942.820000 sec): 3 clusters
  Score: Raw -19265494.812243 + Penalty 3886.714963 = -19261608.097280
  nChanged 219
		SP:Iteration 55Q (31943.740000 sec): 3 clusters
  Score: Raw -19265511.790406 + Penalty 3886.714963 = -19261625.075443
  nChanged 190
		SP:Iteration 56Q (31944.660000 sec): 3 clusters
  Score: Raw -19265525.894363 + Penalty 3886.714963 = -19261639.179399
  nChanged 190
		SP:Iteration 57Q (31945.640000 sec): 3 clusters
  Score: Raw -19265539.175472 + Penalty 3886.714963 = -19261652.460509
  nChanged 174
		SP:Iteration 58Q (31946.530000 sec): 3 clusters
  Score: Raw -19265551.505516 + Penalty 3886.714963 = -19261664.790553
  nChanged 202
		SP:Iteration 59Q (31947.340000 sec): 3 clusters
  Score: Raw -19265566.209697 + Penalty 3886.714963 = -19261679.494734
  nChanged 180
		SP:Iteration 60F (31948.290000 sec): 3 clusters
  Score: Raw -19265577.980124 + Penalty 3886.714963 = -19261691.265161
  nChanged 164
		SP:Iteration 61Q (31949.100000 sec): 3 clusters
  Score: Raw -19265588.264087 + Penalty 3886.714963 = -19261701.549124
  nChanged 167
		SP:Iteration 62Q (31949.930000 sec): 3 clusters
  Score: Raw -19265598.550447 + Penalty 3886.714963 = -19261711.835484
  nChanged 161
		SP:Iteration 63Q (31950.780000 sec): 3 clusters
  Score: Raw -19265608.789626 + Penalty 3886.714963 = -19261722.074663
  nChanged 168
		SP:Iteration 64Q (31951.430000 sec): 3 clusters
  Score: Raw -19265620.448609 + Penalty 3886.714963 = -19261733.733646
  nChanged 170
		SP:Iteration 65Q (31952.100000 sec): 3 clusters
  Score: Raw -19265632.479859 + Penalty 3886.714963 = -19261745.764896
  nChanged 164
		SP:Iteration 66Q (31952.810000 sec): 3 clusters
  Score: Raw -19265643.251834 + Penalty 3886.714963 = -19261756.536871
  nChanged 160
		SP:Iteration 67Q (31953.610000 sec): 3 clusters
  Score: Raw -19265653.868024 + Penalty 3886.714963 = -19261767.153061
  nChanged 171
		SP:Iteration 68Q (31954.360000 sec): 3 clusters
  Score: Raw -19265664.964466 + Penalty 3886.714963 = -19261778.249503
  nChanged 165
		SP:Iteration 69Q (31955.220000 sec): 3 clusters
  Score: Raw -19265676.276601 + Penalty 3886.714963 = -19261789.561638
  nChanged 162
		SP:Iteration 70Q (31956.060000 sec): 3 clusters
  Score: Raw -19265686.974767 + Penalty 3886.714963 = -19261800.259804
  nChanged 164
		SP:Iteration 71Q (31956.800000 sec): 3 clusters
  Score: Raw -19265699.320809 + Penalty 3886.714963 = -19261812.605846
  nChanged 178
		SP:Iteration 72Q (31957.550000 sec): 3 clusters
  Score: Raw -19265712.546657 + Penalty 3886.714963 = -19261825.831693
  nChanged 177
		SP:Iteration 73Q (31958.210000 sec): 3 clusters
  Score: Raw -19265725.362517 + Penalty 3886.714963 = -19261838.647554
  nChanged 178
		SP:Iteration 74Q (31958.900000 sec): 3 clusters
  Score: Raw -19265738.620254 + Penalty 3886.714963 = -19261851.905291
  nChanged 149
		SP:Iteration 75Q (31959.630000 sec): 3 clusters
  Score: Raw -19265748.868482 + Penalty 3886.714963 = -19261862.153519
  nChanged 126
		SP:Iteration 76Q (31960.380000 sec): 3 clusters
  Score: Raw -19265756.107962 + Penalty 3886.714963 = -19261869.392998
  nChanged 123
		SP:Iteration 77Q (31961.060000 sec): 3 clusters
  Score: Raw -19265764.290680 + Penalty 3886.714963 = -19261877.575717
  nChanged 128
		SP:Iteration 78Q (31961.750000 sec): 3 clusters
  Score: Raw -19265772.861672 + Penalty 3886.714963 = -19261886.146709
  nChanged 136
		SP:Iteration 79Q (31962.480000 sec): 3 clusters
  Score: Raw -19265782.162433 + Penalty 3886.714963 = -19261895.447469
  nChanged 127
		SP:Iteration 80F (31963.340000 sec): 3 clusters
  Score: Raw -19265790.297580 + Penalty 3886.714963 = -19261903.582617
  nChanged 127
		SP:Iteration 81Q (31964.180000 sec): 3 clusters
  Score: Raw -19265798.309736 + Penalty 3886.714963 = -19261911.594772
  nChanged 109
		SP:Iteration 82Q (31965.050000 sec): 3 clusters
  Score: Raw -19265805.200576 + Penalty 3886.714963 = -19261918.485613
  nChanged 117
		SP:Iteration 83Q (31965.820000 sec): 3 clusters
  Score: Raw -19265812.359293 + Penalty 3886.714963 = -19261925.644330
  nChanged 122
		SP:Iteration 84Q (31966.520000 sec): 3 clusters
  Score: Raw -19265820.176689 + Penalty 3886.714963 = -19261933.461725
  nChanged 125
		SP:Iteration 85Q (31967.220000 sec): 3 clusters
  Score: Raw -19265828.251082 + Penalty 3886.714963 = -19261941.536118
  nChanged 126
		SP:Iteration 86Q (31967.910000 sec): 3 clusters
  Score: Raw -19265835.950788 + Penalty 3886.714963 = -19261949.235825
  nChanged 125
		SP:Iteration 87Q (31968.720000 sec): 3 clusters
  Score: Raw -19265843.614266 + Penalty 3886.714963 = -19261956.899303
  nChanged 115
		SP:Iteration 88Q (31969.550000 sec): 3 clusters
  Score: Raw -19265851.205026 + Penalty 3886.714963 = -19261964.490063
  nChanged 102
		SP:Iteration 89Q (31970.360000 sec): 3 clusters
  Score: Raw -19265857.270358 + Penalty 3886.714963 = -19261970.555395
  nChanged 101
		SP:Iteration 90Q (31971.160000 sec): 3 clusters
  Score: Raw -19265862.784223 + Penalty 3886.714963 = -19261976.069260
  nChanged 93
		SP:Iteration 91Q (31971.950000 sec): 3 clusters
  Score: Raw -19265867.768846 + Penalty 3886.714963 = -19261981.053882
  nChanged 82
		SP:Iteration 92Q (31972.760000 sec): 3 clusters
  Score: Raw -19265871.636976 + Penalty 3886.714963 = -19261984.922013
  nChanged 75
		SP:Iteration 93Q (31973.550000 sec): 3 clusters
  Score: Raw -19265875.408539 + Penalty 3886.714963 = -19261988.693576
  nChanged 84
		SP:Iteration 94Q (31974.430000 sec): 3 clusters
  Score: Raw -19265880.491211 + Penalty 3886.714963 = -19261993.776248
  nChanged 91
		SP:Iteration 95Q (31975.270000 sec): 3 clusters
  Score: Raw -19265885.482860 + Penalty 3886.714963 = -19261998.767896
  nChanged 76
		SP:Iteration 96Q (31976.120000 sec): 3 clusters
  Score: Raw -19265889.786246 + Penalty 3886.714963 = -19262003.071283
  nChanged 77
		SP:Iteration 97Q (31976.950000 sec): 3 clusters
  Score: Raw -19265893.819957 + Penalty 3886.714963 = -19262007.104994
  nChanged 76
		SP:Iteration 98Q (31977.760000 sec): 3 clusters
  Score: Raw -19265897.899134 + Penalty 3886.714963 = -19262011.184171
  nChanged 73
		SP:Iteration 99Q (31978.570000 sec): 3 clusters
  Score: Raw -19265902.227170 + Penalty 3886.714963 = -19262015.512207
  nChanged 82
		SP:Iteration 100F (31979.410000 sec): 3 clusters
  Score: Raw -19265907.046906 + Penalty 3886.714963 = -19262020.331943
  nChanged 95
		SP:Iteration 101Q (31980.230000 sec): 3 clusters
  Score: Raw -19265913.760748 + Penalty 3886.714963 = -19262027.045785
  nChanged 108
		SP:Iteration 102Q (31981.030000 sec): 3 clusters
  Score: Raw -19265920.910977 + Penalty 3886.714963 = -19262034.196014
  nChanged 86
		SP:Iteration 103Q (31981.800000 sec): 3 clusters
  Score: Raw -19265926.075079 + Penalty 3886.714963 = -19262039.360116
  nChanged 86
		SP:Iteration 104Q (31982.630000 sec): 3 clusters
  Score: Raw -19265930.669642 + Penalty 3886.714963 = -19262043.954679
  nChanged 87
		SP:Iteration 105Q (31983.480000 sec): 3 clusters
  Score: Raw -19265935.615944 + Penalty 3886.714963 = -19262048.900981
  nChanged 74
		SP:Iteration 106Q (31984.360000 sec): 3 clusters
  Score: Raw -19265939.383194 + Penalty 3886.714963 = -19262052.668231
  nChanged 63
		SP:Iteration 107Q (31985.210000 sec): 3 clusters
  Score: Raw -19265942.789078 + Penalty 3886.714963 = -19262056.074115
  nChanged 57
		SP:Iteration 108Q (31986.050000 sec): 3 clusters
  Score: Raw -19265945.850353 + Penalty 3886.714963 = -19262059.135390
  nChanged 68
		SP:Iteration 109Q (31987.020000 sec): 3 clusters
  Score: Raw -19265949.459742 + Penalty 3886.714963 = -19262062.744778
  nChanged 65
		SP:Iteration 110Q (31987.920000 sec): 3 clusters
  Score: Raw -19265952.849635 + Penalty 3886.714963 = -19262066.134672
  nChanged 60
		SP:Iteration 111Q (31988.820000 sec): 3 clusters
  Score: Raw -19265956.055419 + Penalty 3886.714963 = -19262069.340456
  nChanged 64
		SP:Iteration 112Q (31989.760000 sec): 3 clusters
  Score: Raw -19265959.451754 + Penalty 3886.714963 = -19262072.736790
  nChanged 69
		SP:Iteration 113Q (31990.680000 sec): 3 clusters
  Score: Raw -19265962.946498 + Penalty 3886.714963 = -19262076.231535
  nChanged 56
		SP:Iteration 114Q (31991.570000 sec): 3 clusters
  Score: Raw -19265966.305866 + Penalty 3886.714963 = -19262079.590903
  nChanged 60
		SP:Iteration 115Q (31992.420000 sec): 3 clusters
  Score: Raw -19265969.519661 + Penalty 3886.714963 = -19262082.804698
  nChanged 54
		SP:Iteration 116Q (31993.240000 sec): 3 clusters
  Score: Raw -19265972.569422 + Penalty 3886.714963 = -19262085.854459
  nChanged 47
		SP:Iteration 117Q (31994.080000 sec): 3 clusters
  Score: Raw -19265975.392485 + Penalty 3886.714963 = -19262088.677522
  nChanged 53
		SP:Iteration 118Q (31994.870000 sec): 3 clusters
  Score: Raw -19265977.999910 + Penalty 3886.714963 = -19262091.284946
  nChanged 45
		SP:Iteration 119Q (31995.710000 sec): 3 clusters
  Score: Raw -19265980.290565 + Penalty 3886.714963 = -19262093.575601
  nChanged 41
		SP:Iteration 120F (31996.500000 sec): 3 clusters
  Score: Raw -19265982.082096 + Penalty 3886.714963 = -19262095.367133
  nChanged 46
		SP:Iteration 121Q (31997.320000 sec): 3 clusters
  Score: Raw -19265984.236030 + Penalty 3886.714963 = -19262097.521067
  nChanged 50
		SP:Iteration 122Q (31998.180000 sec): 3 clusters
  Score: Raw -19265986.914982 + Penalty 3886.714963 = -19262100.200019
  nChanged 59
		SP:Iteration 123Q (31999.050000 sec): 3 clusters
  Score: Raw -19265990.949134 + Penalty 3886.714963 = -19262104.234171
  nChanged 65
		SP:Iteration 124Q (31999.950000 sec): 3 clusters
  Score: Raw -19265995.117238 + Penalty 3886.714963 = -19262108.402275
  nChanged 74
		SP:Iteration 125Q (32000.820000 sec): 3 clusters
  Score: Raw -19265999.930287 + Penalty 3886.714963 = -19262113.215324
  nChanged 73
		SP:Iteration 126Q (32001.680000 sec): 3 clusters
  Score: Raw -19266004.417402 + Penalty 3886.714963 = -19262117.702439
  nChanged 72
		SP:Iteration 127Q (32002.550000 sec): 3 clusters
  Score: Raw -19266008.592170 + Penalty 3886.714963 = -19262121.877207
  nChanged 64
		SP:Iteration 128Q (32003.460000 sec): 3 clusters
  Score: Raw -19266011.858243 + Penalty 3886.714963 = -19262125.143279
  nChanged 67
		SP:Iteration 129Q (32004.420000 sec): 3 clusters
  Score: Raw -19266015.680743 + Penalty 3886.714963 = -19262128.965779
  nChanged 56
		SP:Iteration 130Q (32005.330000 sec): 3 clusters
  Score: Raw -19266018.206152 + Penalty 3886.714963 = -19262131.491188
  nChanged 36
		SP:Iteration 131Q (32006.270000 sec): 3 clusters
  Score: Raw -19266019.983837 + Penalty 3886.714963 = -19262133.268874
  nChanged 28
		SP:Iteration 132Q (32007.170000 sec): 3 clusters
  Score: Raw -19266021.356663 + Penalty 3886.714963 = -19262134.641700
  nChanged 27
		SP:Iteration 133Q (32008.040000 sec): 3 clusters
  Score: Raw -19266022.287935 + Penalty 3886.714963 = -19262135.572972
  nChanged 21
		SP:Iteration 134Q (32008.920000 sec): 3 clusters
  Score: Raw -19266023.108711 + Penalty 3886.714963 = -19262136.393748
  nChanged 20
		SP:Iteration 135Q (32009.840000 sec): 3 clusters
  Score: Raw -19266023.851346 + Penalty 3886.714963 = -19262137.136383
  nChanged 24
		SP:Iteration 136Q (32010.710000 sec): 3 clusters
  Score: Raw -19266024.685734 + Penalty 3886.714963 = -19262137.970770
  nChanged 21
		SP:Iteration 137Q (32011.550000 sec): 3 clusters
  Score: Raw -19266025.530887 + Penalty 3886.714963 = -19262138.815924
  nChanged 20
		SP:Iteration 138Q (32012.480000 sec): 3 clusters
  Score: Raw -19266026.321734 + Penalty 3886.714963 = -19262139.606771
  nChanged 20
		SP:Iteration 139Q (32013.370000 sec): 3 clusters
  Score: Raw -19266027.214571 + Penalty 3886.714963 = -19262140.499608
  nChanged 31
		SP:Iteration 140F (32014.250000 sec): 3 clusters
  Score: Raw -19266028.717500 + Penalty 3886.714963 = -19262142.002537
  nChanged 28
		SP:Iteration 141Q (32015.060000 sec): 3 clusters
  Score: Raw -19266029.684026 + Penalty 3886.714963 = -19262142.969063
  nChanged 27
		SP:Iteration 142Q (32015.870000 sec): 3 clusters
  Score: Raw -19266030.619750 + Penalty 3886.714963 = -19262143.904787
  nChanged 19
		SP:Iteration 143Q (32016.730000 sec): 3 clusters
  Score: Raw -19266031.191792 + Penalty 3886.714963 = -19262144.476829
  nChanged 16
		SP:Iteration 144Q (32017.580000 sec): 3 clusters
  Score: Raw -19266031.644209 + Penalty 3886.714963 = -19262144.929245
  nChanged 13
		SP:Iteration 145Q (32018.430000 sec): 3 clusters
  Score: Raw -19266032.160802 + Penalty 3886.714963 = -19262145.445839
  nChanged 16
		SP:Iteration 146Q (32019.270000 sec): 3 clusters
  Score: Raw -19266032.650491 + Penalty 3886.714963 = -19262145.935527
  nChanged 10
		SP:Iteration 147Q (32020.090000 sec): 3 clusters
  Score: Raw -19266032.961492 + Penalty 3886.714963 = -19262146.246529
  nChanged 15
		SP:Iteration 148Q (32020.990000 sec): 3 clusters
  Score: Raw -19266033.454633 + Penalty 3886.714963 = -19262146.739670
  nChanged 12
		SP:Iteration 149Q (32021.900000 sec): 3 clusters
  Score: Raw -19266033.767747 + Penalty 3886.714963 = -19262147.052784
  nChanged 8
		SP:Iteration 150Q (32022.800000 sec): 3 clusters
  Score: Raw -19266034.032240 + Penalty 3886.714963 = -19262147.317276
  nChanged 9
		SP:Iteration 151Q (32023.560000 sec): 3 clusters
  Score: Raw -19266034.288249 + Penalty 3886.714963 = -19262147.573286
  nChanged 11
		SP:Iteration 152Q (32024.320000 sec): 3 clusters
  Score: Raw -19266034.560210 + Penalty 3886.714963 = -19262147.845247
  nChanged 5
		SP:Iteration 153Q (32025.110000 sec): 3 clusters
  Score: Raw -19266034.679006 + Penalty 3886.714963 = -19262147.964043
  nChanged 5
		SP:Iteration 154Q (32025.940000 sec): 3 clusters
  Score: Raw -19266034.783248 + Penalty 3886.714963 = -19262148.068285
  nChanged 6
		SP:Iteration 155Q (32026.790000 sec): 3 clusters
  Score: Raw -19266034.931124 + Penalty 3886.714963 = -19262148.216161
  nChanged 9
		SP:Iteration 156Q (32027.610000 sec): 3 clusters
  Score: Raw -19266035.207842 + Penalty 3886.714963 = -19262148.492879
  nChanged 11
		SP:Iteration 157Q (32028.450000 sec): 3 clusters
  Score: Raw -19266035.702754 + Penalty 3886.714963 = -19262148.987790
  nChanged 11
		SP:Iteration 158Q (32029.320000 sec): 3 clusters
  Score: Raw -19266036.174682 + Penalty 3886.714963 = -19262149.459719
  nChanged 8
		SP:Iteration 159Q (32030.100000 sec): 3 clusters
  Score: Raw -19266036.438754 + Penalty 3886.714963 = -19262149.723791
  nChanged 4
		SP:Iteration 160F (32031.010000 sec): 3 clusters
  Score: Raw -19266036.606566 + Penalty 3886.714963 = -19262149.891603
  nChanged 10
		SP:Iteration 161Q (32031.820000 sec): 3 clusters
  Score: Raw -19266036.923833 + Penalty 3886.714963 = -19262150.208870
  nChanged 6
		SP:Iteration 162Q (32032.620000 sec): 3 clusters
  Score: Raw -19266037.143403 + Penalty 3886.714963 = -19262150.428440
  nChanged 5
		SP:Iteration 163Q (32033.410000 sec): 3 clusters
  Score: Raw -19266037.338116 + Penalty 3886.714963 = -19262150.623153
  nChanged 5
		SP:Iteration 164Q (32034.250000 sec): 3 clusters
  Score: Raw -19266037.464436 + Penalty 3886.714963 = -19262150.749472
  nChanged 4
		SP:Iteration 165Q (32035.130000 sec): 3 clusters
  Score: Raw -19266037.617618 + Penalty 3886.714963 = -19262150.902655
  nChanged 7
		SP:Iteration 166Q (32035.980000 sec): 3 clusters
  Score: Raw -19266037.912846 + Penalty 3886.714963 = -19262151.197883
  nChanged 6
		SP:Iteration 167Q (32036.770000 sec): 3 clusters
  Score: Raw -19266038.229188 + Penalty 3886.714963 = -19262151.514225
  nChanged 8
		SP:Iteration 168Q (32037.610000 sec): 3 clusters
  Score: Raw -19266038.582550 + Penalty 3886.714963 = -19262151.867587
  nChanged 12
		SP:Iteration 169Q (32038.370000 sec): 3 clusters
  Score: Raw -19266038.960701 + Penalty 3886.714963 = -19262152.245738
  nChanged 7
		SP:Iteration 170Q (32039.180000 sec): 3 clusters
  Score: Raw -19266039.184664 + Penalty 3886.714963 = -19262152.469701
  nChanged 9
		SP:Iteration 171Q (32040.030000 sec): 3 clusters
  Score: Raw -19266039.389055 + Penalty 3886.714963 = -19262152.674092
  nChanged 6
		SP:Iteration 172Q (32040.850000 sec): 3 clusters
  Score: Raw -19266039.515307 + Penalty 3886.714963 = -19262152.800344
  nChanged 5
		SP:Iteration 173Q (32041.680000 sec): 3 clusters
  Score: Raw -19266039.621722 + Penalty 3886.714963 = -19262152.906759
  nChanged 6
		SP:Iteration 174Q (32042.470000 sec): 3 clusters
  Score: Raw -19266039.814880 + Penalty 3886.714963 = -19262153.099917
  nChanged 6
		SP:Iteration 175Q (32043.330000 sec): 3 clusters
  Score: Raw -19266039.973074 + Penalty 3886.714963 = -19262153.258111
  nChanged 5
		SP:Iteration 176Q (32044.190000 sec): 3 clusters
  Score: Raw -19266040.117715 + Penalty 3886.714963 = -19262153.402752
  nChanged 3
		SP:Iteration 177Q (32044.980000 sec): 3 clusters
  Score: Raw -19266040.214157 + Penalty 3886.714963 = -19262153.499194
  nChanged 4
		SP:Iteration 178Q (32045.820000 sec): 3 clusters
  Score: Raw -19266040.435579 + Penalty 3886.714963 = -19262153.720616
  nChanged 7
		SP:Iteration 179Q (32046.620000 sec): 3 clusters
  Score: Raw -19266040.759439 + Penalty 3886.714963 = -19262154.044476
  nChanged 7
		SP:Iteration 180F (32047.420000 sec): 3 clusters
  Score: Raw -19266041.029219 + Penalty 3886.714963 = -19262154.314256
  nChanged 6
		SP:Iteration 181Q (32048.260000 sec): 3 clusters
  Score: Raw -19266041.186017 + Penalty 3886.714963 = -19262154.471054
  nChanged 5
		SP:Iteration 182Q (32049.050000 sec): 3 clusters
  Score: Raw -19266041.352869 + Penalty 3886.714963 = -19262154.637906
  nChanged 7
		SP:Iteration 183Q (32049.860000 sec): 3 clusters
  Score: Raw -19266041.511405 + Penalty 3886.714963 = -19262154.796442
  nChanged 2
		SP:Iteration 184Q (32050.780000 sec): 3 clusters
  Score: Raw -19266041.589108 + Penalty 3886.714963 = -19262154.874145
  nChanged 0
		SP:Iteration 185F (32051.680000 sec): 3 clusters
  Score: Raw -19266041.589108 + Penalty 3886.714963 = -19262154.874145
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32051.920000 sec): 2 clusters
  Score: Raw -145424.602811 + Penalty 1154.289835 = -144270.312976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32052.080000 sec): 3 clusters
  Score: Raw -144976.324705 + Penalty 2308.579670 = -142667.745035
  nChanged 381
		SP:Iteration 1F (32052.270000 sec): 3 clusters
  Score: Raw -145277.709856 + Penalty 2308.579670 = -142969.130186
  nChanged 90
		SP:Iteration 2F (32052.490000 sec): 3 clusters
  Score: Raw -145373.041054 + Penalty 2308.579670 = -143064.461383
  nChanged 52
		SP:Iteration 3Q (32052.630000 sec): 3 clusters
  Score: Raw -145410.893013 + Penalty 2308.579670 = -143102.313343
  nChanged 23
		SP:Iteration 4Q (32052.810000 sec): 3 clusters
  Score: Raw -145426.092449 + Penalty 2308.579670 = -143117.512778
  nChanged 15
		SP:Iteration 5Q (32052.970000 sec): 3 clusters
  Score: Raw -145440.065231 + Penalty 2308.579670 = -143131.485560
  nChanged 21
		SP:Iteration 6Q (32053.190000 sec): 3 clusters
  Score: Raw -145458.343721 + Penalty 2308.579670 = -143149.764051
  nChanged 5
		SP:Iteration 7Q (32053.350000 sec): 3 clusters
  Score: Raw -145462.597291 + Penalty 2308.579670 = -143154.017621
  nChanged 3
		SP:Iteration 8Q (32053.500000 sec): 3 clusters
  Score: Raw -145465.511194 + Penalty 2308.579670 = -143156.931524
  nChanged 3
		SP:Iteration 9Q (32053.690000 sec): 3 clusters
  Score: Raw -145468.213630 + Penalty 2308.579670 = -143159.633959
  nChanged 3
		SP:Iteration 10Q (32053.860000 sec): 3 clusters
  Score: Raw -145469.585399 + Penalty 2308.579670 = -143161.005729
  nChanged 2
		SP:Iteration 11Q (32054.020000 sec): 3 clusters
  Score: Raw -145470.609984 + Penalty 2308.579670 = -143162.030313
  nChanged 1
		SP:Iteration 12Q (32054.250000 sec): 3 clusters
  Score: Raw -145471.220656 + Penalty 2308.579670 = -143162.640986
  nChanged 3
		SP:Iteration 13Q (32054.420000 sec): 3 clusters
  Score: Raw -145474.130220 + Penalty 2308.579670 = -143165.550550
  nChanged 4
		SP:Iteration 14Q (32054.570000 sec): 3 clusters
  Score: Raw -145476.917661 + Penalty 2308.579670 = -143168.337991
  nChanged 5
		SP:Iteration 15Q (32054.780000 sec): 3 clusters
  Score: Raw -145479.209012 + Penalty 2308.579670 = -143170.629342
  nChanged 2
		SP:Iteration 16Q (32054.920000 sec): 3 clusters
  Score: Raw -145480.469661 + Penalty 2308.579670 = -143171.889990
  nChanged 0
		SP:Iteration 17F (32055.110000 sec): 3 clusters
  Score: Raw -145480.469661 + Penalty 2308.579670 = -143171.889990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32055.210000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32055.420000 sec): 3 clusters
  Score: Raw -42482.095703 + Penalty 1938.997690 = -40543.098012
  nChanged 76
		SP:Iteration 1F (32055.610000 sec): 3 clusters
  Score: Raw -42614.497841 + Penalty 1938.997690 = -40675.500151
  nChanged 14
		SP:Iteration 2Q (32055.770000 sec): 3 clusters
  Score: Raw -42638.117069 + Penalty 1938.997690 = -40699.119378
  nChanged 5
		SP:Iteration 3Q (32055.940000 sec): 3 clusters
  Score: Raw -42649.388257 + Penalty 1938.997690 = -40710.390567
  nChanged 3
		SP:Iteration 4Q (32056.110000 sec): 3 clusters
  Score: Raw -42653.313434 + Penalty 1938.997690 = -40714.315743
  nChanged 2
		SP:Iteration 5Q (32056.250000 sec): 3 clusters
  Score: Raw -42659.506846 + Penalty 1938.997690 = -40720.509155
  nChanged 1
		SP:Iteration 6Q (32056.480000 sec): 3 clusters
  Score: Raw -42663.059458 + Penalty 1938.997690 = -40724.061768
  nChanged 0
		SP:Iteration 7F (32056.640000 sec): 3 clusters
  Score: Raw -42663.059458 + Penalty 1938.997690 = -40724.061768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32056.850000 sec): 2 clusters
  Score: Raw -2197643.054176 + Penalty 1588.599193 = -2196054.454983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32057.110000 sec): 3 clusters
  Score: Raw -2187184.911519 + Penalty 3177.198385 = -2184007.713134
  nChanged 7821
		SP:Iteration 1F (32057.370000 sec): 3 clusters
  Score: Raw -2191363.535865 + Penalty 3177.198385 = -2188186.337479
  nChanged 782
		SP:Iteration 2Q (32057.670000 sec): 3 clusters
  Score: Raw -2191597.781973 + Penalty 3177.198385 = -2188420.583587
  nChanged 664
		SP:Iteration 3Q (32057.930000 sec): 3 clusters
  Score: Raw -2191817.584127 + Penalty 3177.198385 = -2188640.385742
  nChanged 666
		SP:Iteration 4Q (32058.200000 sec): 3 clusters
  Score: Raw -2192047.126480 + Penalty 3177.198385 = -2188869.928095
  nChanged 683
		SP:Iteration 5Q (32058.440000 sec): 3 clusters
  Score: Raw -2192296.393814 + Penalty 3177.198385 = -2189119.195429
  nChanged 722
		SP:Iteration 6Q (32058.700000 sec): 3 clusters
  Score: Raw -2192617.270618 + Penalty 3177.198385 = -2189440.072233
  nChanged 814
		SP:Iteration 7Q (32058.950000 sec): 3 clusters
  Score: Raw -2193044.498800 + Penalty 3177.198385 = -2189867.300415
  nChanged 938
		SP:Iteration 8F (32059.250000 sec): 3 clusters
  Score: Raw -2193576.400215 + Penalty 3177.198385 = -2190399.201829
  nChanged 979
		SP:Iteration 9F (32059.480000 sec): 3 clusters
  Score: Raw -2194189.251276 + Penalty 3177.198385 = -2191012.052890
  nChanged 996
		SP:Iteration 10F (32059.750000 sec): 3 clusters
  Score: Raw -2194865.216093 + Penalty 3177.198385 = -2191688.017708
  nChanged 974
		SP:Iteration 11F (32059.990000 sec): 3 clusters
  Score: Raw -2195605.104241 + Penalty 3177.198385 = -2192427.905856
  nChanged 842
		SP:Iteration 12Q (32060.260000 sec): 3 clusters
  Score: Raw -2196275.454794 + Penalty 3177.198385 = -2193098.256408
  nChanged 636
		SP:Iteration 13Q (32060.510000 sec): 3 clusters
  Score: Raw -2196789.696687 + Penalty 3177.198385 = -2193612.498302
  nChanged 468
		SP:Iteration 14Q (32060.780000 sec): 3 clusters
  Score: Raw -2197187.507989 + Penalty 3177.198385 = -2194010.309604
  nChanged 295
		SP:Iteration 15Q (32061.020000 sec): 3 clusters
  Score: Raw -2197427.462267 + Penalty 3177.198385 = -2194250.263882
  nChanged 192
		SP:Iteration 16Q (32061.250000 sec): 3 clusters
  Score: Raw -2197582.967439 + Penalty 3177.198385 = -2194405.769053
  nChanged 118
		SP:Iteration 17Q (32061.510000 sec): 3 clusters
  Score: Raw -2197664.808735 + Penalty 3177.198385 = -2194487.610350
  nChanged 74
		SP:Iteration 18Q (32061.740000 sec): 3 clusters
  Score: Raw -2197718.788631 + Penalty 3177.198385 = -2194541.590245
  nChanged 57
		SP:Iteration 19Q (32062.010000 sec): 3 clusters
  Score: Raw -2197768.432166 + Penalty 3177.198385 = -2194591.233780
  nChanged 39
		SP:Iteration 20F (32062.280000 sec): 3 clusters
  Score: Raw -2197799.951436 + Penalty 3177.198385 = -2194622.753051
  nChanged 30
		SP:Iteration 21Q (32062.540000 sec): 3 clusters
  Score: Raw -2197825.010181 + Penalty 3177.198385 = -2194647.811796
  nChanged 20
		SP:Iteration 22Q (32062.800000 sec): 3 clusters
  Score: Raw -2197841.326826 + Penalty 3177.198385 = -2194664.128441
  nChanged 12
		SP:Iteration 23Q (32063.040000 sec): 3 clusters
  Score: Raw -2197849.596734 + Penalty 3177.198385 = -2194672.398349
  nChanged 3
		SP:Iteration 24Q (32063.250000 sec): 3 clusters
  Score: Raw -2197851.145620 + Penalty 3177.198385 = -2194673.947235
  nChanged 2
		SP:Iteration 25Q (32063.490000 sec): 3 clusters
  Score: Raw -2197851.986037 + Penalty 3177.198385 = -2194674.787652
  nChanged 0
		SP:Iteration 26F (32063.790000 sec): 3 clusters
  Score: Raw -2197851.986037 + Penalty 3177.198385 = -2194674.787652
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32063.890000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32064.040000 sec): 3 clusters
  Score: Raw -147214.193958 + Penalty 2334.264436 = -144879.929522
  nChanged 423
		SP:Iteration 1F (32064.240000 sec): 3 clusters
  Score: Raw -147620.078738 + Penalty 2334.264436 = -145285.814301
  nChanged 125
		SP:Iteration 2F (32064.400000 sec): 3 clusters
  Score: Raw -147770.525828 + Penalty 2334.264436 = -145436.261391
  nChanged 65
		SP:Iteration 3Q (32064.580000 sec): 3 clusters
  Score: Raw -147864.127117 + Penalty 2334.264436 = -145529.862681
  nChanged 53
		SP:Iteration 4Q (32064.760000 sec): 3 clusters
  Score: Raw -147923.033618 + Penalty 2334.264436 = -145588.769182
  nChanged 48
		SP:Iteration 5Q (32064.950000 sec): 3 clusters
  Score: Raw -147993.613408 + Penalty 2334.264436 = -145659.348971
  nChanged 41
		SP:Iteration 6Q (32065.120000 sec): 3 clusters
  Score: Raw -148052.209233 + Penalty 2334.264436 = -145717.944797
  nChanged 49
		SP:Iteration 7Q (32065.310000 sec): 3 clusters
  Score: Raw -148106.650065 + Penalty 2334.264436 = -145772.385628
  nChanged 32
		SP:Iteration 8Q (32065.510000 sec): 3 clusters
  Score: Raw -148142.665705 + Penalty 2334.264436 = -145808.401268
  nChanged 25
		SP:Iteration 9Q (32065.680000 sec): 3 clusters
  Score: Raw -148184.208225 + Penalty 2334.264436 = -145849.943788
  nChanged 27
		SP:Iteration 10Q (32065.880000 sec): 3 clusters
  Score: Raw -148219.511819 + Penalty 2334.264436 = -145885.247382
  nChanged 21
		SP:Iteration 11Q (32066.060000 sec): 3 clusters
  Score: Raw -148240.771891 + Penalty 2334.264436 = -145906.507455
  nChanged 17
		SP:Iteration 12Q (32066.240000 sec): 3 clusters
  Score: Raw -148255.315797 + Penalty 2334.264436 = -145921.051361
  nChanged 6
		SP:Iteration 13Q (32066.380000 sec): 3 clusters
  Score: Raw -148261.368022 + Penalty 2334.264436 = -145927.103585
  nChanged 4
		SP:Iteration 14Q (32066.550000 sec): 3 clusters
  Score: Raw -148263.980713 + Penalty 2334.264436 = -145929.716277
  nChanged 4
		SP:Iteration 15Q (32066.720000 sec): 3 clusters
  Score: Raw -148265.403517 + Penalty 2334.264436 = -145931.139080
  nChanged 2
		SP:Iteration 16Q (32066.920000 sec): 3 clusters
  Score: Raw -148266.202230 + Penalty 2334.264436 = -145931.937794
  nChanged 3
		SP:Iteration 17Q (32067.090000 sec): 3 clusters
  Score: Raw -148267.733538 + Penalty 2334.264436 = -145933.469102
  nChanged 1
		SP:Iteration 18Q (32067.300000 sec): 3 clusters
  Score: Raw -148269.349698 + Penalty 2334.264436 = -145935.085261
  nChanged 5
		SP:Iteration 19Q (32067.480000 sec): 3 clusters
  Score: Raw -148274.769357 + Penalty 2334.264436 = -145940.504921
  nChanged 4
		SP:Iteration 20F (32067.660000 sec): 3 clusters
  Score: Raw -148278.052894 + Penalty 2334.264436 = -145943.788458
  nChanged 2
		SP:Iteration 21Q (32067.840000 sec): 3 clusters
  Score: Raw -148279.143083 + Penalty 2334.264436 = -145944.878647
  nChanged 1
		SP:Iteration 22Q (32068.030000 sec): 3 clusters
  Score: Raw -148280.285168 + Penalty 2334.264436 = -145946.020732
  nChanged 1
		SP:Iteration 23Q (32068.200000 sec): 3 clusters
  Score: Raw -148280.949101 + Penalty 2334.264436 = -145946.684665
  nChanged 1
		SP:Iteration 24Q (32068.370000 sec): 3 clusters
  Score: Raw -148281.729179 + Penalty 2334.264436 = -145947.464742
  nChanged 4
		SP:Iteration 25Q (32068.490000 sec): 3 clusters
  Score: Raw -148284.109076 + Penalty 2334.264436 = -145949.844640
  nChanged 4
		SP:Iteration 26Q (32068.580000 sec): 3 clusters
  Score: Raw -148286.174140 + Penalty 2334.264436 = -145951.909704
  nChanged 2
		SP:Iteration 27Q (32068.770000 sec): 3 clusters
  Score: Raw -148287.849424 + Penalty 2334.264436 = -145953.584988
  nChanged 2
		SP:Iteration 28Q (32068.960000 sec): 3 clusters
  Score: Raw -148289.351576 + Penalty 2334.264436 = -145955.087140
  nChanged 3
		SP:Iteration 29Q (32069.160000 sec): 3 clusters
  Score: Raw -148291.043267 + Penalty 2334.264436 = -145956.778830
  nChanged 3
		SP:Iteration 30Q (32069.340000 sec): 3 clusters
  Score: Raw -148293.404933 + Penalty 2334.264436 = -145959.140496
  nChanged 4
		SP:Iteration 31Q (32069.550000 sec): 3 clusters
  Score: Raw -148295.630137 + Penalty 2334.264436 = -145961.365701
  nChanged 2
		SP:Iteration 32Q (32069.710000 sec): 3 clusters
  Score: Raw -148296.912295 + Penalty 2334.264436 = -145962.647859
  nChanged 1
		SP:Iteration 33Q (32069.900000 sec): 3 clusters
  Score: Raw -148297.932270 + Penalty 2334.264436 = -145963.667834
  nChanged 1
		SP:Iteration 34Q (32070.070000 sec): 3 clusters
  Score: Raw -148298.510321 + Penalty 2334.264436 = -145964.245885
  nChanged 0
		SP:Iteration 35F (32070.310000 sec): 3 clusters
  Score: Raw -148298.510321 + Penalty 2334.264436 = -145964.245885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32070.380000 sec): 2 clusters
  Score: Raw -451624.395898 + Penalty 1343.627251 = -450280.768648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32070.600000 sec): 3 clusters
  Score: Raw -449700.859193 + Penalty 2687.254501 = -447013.604691
  nChanged 1596
		SP:Iteration 1F (32070.750000 sec): 3 clusters
  Score: Raw -450592.982258 + Penalty 2687.254501 = -447905.727757
  nChanged 293
		SP:Iteration 2F (32070.970000 sec): 3 clusters
  Score: Raw -450758.816569 + Penalty 2687.254501 = -448071.562068
  nChanged 192
		SP:Iteration 3Q (32071.150000 sec): 3 clusters
  Score: Raw -450879.605203 + Penalty 2687.254501 = -448192.350701
  nChanged 175
		SP:Iteration 4Q (32071.380000 sec): 3 clusters
  Score: Raw -450991.495531 + Penalty 2687.254501 = -448304.241030
  nChanged 148
		SP:Iteration 5Q (32071.590000 sec): 3 clusters
  Score: Raw -451090.460542 + Penalty 2687.254501 = -448403.206041
  nChanged 120
		SP:Iteration 6Q (32071.740000 sec): 3 clusters
  Score: Raw -451170.157081 + Penalty 2687.254501 = -448482.902579
  nChanged 115
		SP:Iteration 7Q (32071.940000 sec): 3 clusters
  Score: Raw -451245.934377 + Penalty 2687.254501 = -448558.679876
  nChanged 105
		SP:Iteration 8Q (32072.130000 sec): 3 clusters
  Score: Raw -451317.456034 + Penalty 2687.254501 = -448630.201533
  nChanged 128
		SP:Iteration 9Q (32072.330000 sec): 3 clusters
  Score: Raw -451393.177346 + Penalty 2687.254501 = -448705.922845
  nChanged 104
		SP:Iteration 10Q (32072.490000 sec): 3 clusters
  Score: Raw -451451.828532 + Penalty 2687.254501 = -448764.574031
  nChanged 90
		SP:Iteration 11Q (32072.670000 sec): 3 clusters
  Score: Raw -451502.408028 + Penalty 2687.254501 = -448815.153527
  nChanged 86
		SP:Iteration 12Q (32072.850000 sec): 3 clusters
  Score: Raw -451547.429886 + Penalty 2687.254501 = -448860.175384
  nChanged 65
		SP:Iteration 13Q (32073.070000 sec): 3 clusters
  Score: Raw -451589.959578 + Penalty 2687.254501 = -448902.705076
  nChanged 64
		SP:Iteration 14Q (32073.240000 sec): 3 clusters
  Score: Raw -451621.613461 + Penalty 2687.254501 = -448934.358960
  nChanged 55
		SP:Iteration 15Q (32073.470000 sec): 3 clusters
  Score: Raw -451647.106104 + Penalty 2687.254501 = -448959.851602
  nChanged 50
		SP:Iteration 16Q (32073.640000 sec): 3 clusters
  Score: Raw -451675.157827 + Penalty 2687.254501 = -448987.903325
  nChanged 41
		SP:Iteration 17Q (32073.860000 sec): 3 clusters
  Score: Raw -451692.558010 + Penalty 2687.254501 = -449005.303508
  nChanged 34
		SP:Iteration 18Q (32073.990000 sec): 3 clusters
  Score: Raw -451705.057166 + Penalty 2687.254501 = -449017.802665
  nChanged 21
		SP:Iteration 19Q (32074.210000 sec): 3 clusters
  Score: Raw -451712.766405 + Penalty 2687.254501 = -449025.511904
  nChanged 17
		SP:Iteration 20F (32074.390000 sec): 3 clusters
  Score: Raw -451721.380766 + Penalty 2687.254501 = -449034.126264
  nChanged 25
		SP:Iteration 21Q (32074.580000 sec): 3 clusters
  Score: Raw -451730.374790 + Penalty 2687.254501 = -449043.120288
  nChanged 29
		SP:Iteration 22Q (32074.790000 sec): 3 clusters
  Score: Raw -451739.458384 + Penalty 2687.254501 = -449052.203882
  nChanged 18
		SP:Iteration 23Q (32074.970000 sec): 3 clusters
  Score: Raw -451747.509573 + Penalty 2687.254501 = -449060.255071
  nChanged 16
		SP:Iteration 24Q (32075.150000 sec): 3 clusters
  Score: Raw -451754.046132 + Penalty 2687.254501 = -449066.791631
  nChanged 20
		SP:Iteration 25Q (32075.350000 sec): 3 clusters
  Score: Raw -451761.788785 + Penalty 2687.254501 = -449074.534283
  nChanged 14
		SP:Iteration 26Q (32075.530000 sec): 3 clusters
  Score: Raw -451766.907011 + Penalty 2687.254501 = -449079.652509
  nChanged 18
		SP:Iteration 27Q (32075.690000 sec): 3 clusters
  Score: Raw -451776.808125 + Penalty 2687.254501 = -449089.553624
  nChanged 22
		SP:Iteration 28Q (32075.850000 sec): 3 clusters
  Score: Raw -451786.659588 + Penalty 2687.254501 = -449099.405086
  nChanged 18
		SP:Iteration 29Q (32076.060000 sec): 3 clusters
  Score: Raw -451794.876705 + Penalty 2687.254501 = -449107.622204
  nChanged 19
		SP:Iteration 30Q (32076.290000 sec): 3 clusters
  Score: Raw -451801.871424 + Penalty 2687.254501 = -449114.616923
  nChanged 20
		SP:Iteration 31Q (32076.460000 sec): 3 clusters
  Score: Raw -451810.403422 + Penalty 2687.254501 = -449123.148920
  nChanged 21
		SP:Iteration 32Q (32076.650000 sec): 3 clusters
  Score: Raw -451819.500712 + Penalty 2687.254501 = -449132.246211
  nChanged 24
		SP:Iteration 33Q (32076.880000 sec): 3 clusters
  Score: Raw -451829.573539 + Penalty 2687.254501 = -449142.319037
  nChanged 25
		SP:Iteration 34Q (32077.080000 sec): 3 clusters
  Score: Raw -451839.464284 + Penalty 2687.254501 = -449152.209783
  nChanged 15
		SP:Iteration 35Q (32077.230000 sec): 3 clusters
  Score: Raw -451846.974776 + Penalty 2687.254501 = -449159.720275
  nChanged 19
		SP:Iteration 36Q (32077.430000 sec): 3 clusters
  Score: Raw -451854.990136 + Penalty 2687.254501 = -449167.735635
  nChanged 18
		SP:Iteration 37Q (32077.600000 sec): 3 clusters
  Score: Raw -451860.986767 + Penalty 2687.254501 = -449173.732266
  nChanged 15
		SP:Iteration 38Q (32077.780000 sec): 3 clusters
  Score: Raw -451868.108259 + Penalty 2687.254501 = -449180.853758
  nChanged 17
		SP:Iteration 39Q (32078.000000 sec): 3 clusters
  Score: Raw -451874.142966 + Penalty 2687.254501 = -449186.888465
  nChanged 16
		SP:Iteration 40F (32078.170000 sec): 3 clusters
  Score: Raw -451879.555344 + Penalty 2687.254501 = -449192.300843
  nChanged 10
		SP:Iteration 41Q (32078.410000 sec): 3 clusters
  Score: Raw -451882.127127 + Penalty 2687.254501 = -449194.872626
  nChanged 11
		SP:Iteration 42Q (32078.590000 sec): 3 clusters
  Score: Raw -451886.489352 + Penalty 2687.254501 = -449199.234850
  nChanged 12
		SP:Iteration 43Q (32078.770000 sec): 3 clusters
  Score: Raw -451890.091130 + Penalty 2687.254501 = -449202.836628
  nChanged 10
		SP:Iteration 44Q (32078.950000 sec): 3 clusters
  Score: Raw -451892.638865 + Penalty 2687.254501 = -449205.384364
  nChanged 5
		SP:Iteration 45Q (32079.100000 sec): 3 clusters
  Score: Raw -451894.291349 + Penalty 2687.254501 = -449207.036848
  nChanged 7
		SP:Iteration 46Q (32079.300000 sec): 3 clusters
  Score: Raw -451896.352717 + Penalty 2687.254501 = -449209.098216
  nChanged 6
		SP:Iteration 47Q (32079.470000 sec): 3 clusters
  Score: Raw -451898.266233 + Penalty 2687.254501 = -449211.011732
  nChanged 10
		SP:Iteration 48Q (32079.650000 sec): 3 clusters
  Score: Raw -451900.875401 + Penalty 2687.254501 = -449213.620900
  nChanged 10
		SP:Iteration 49Q (32079.840000 sec): 3 clusters
  Score: Raw -451903.984209 + Penalty 2687.254501 = -449216.729708
  nChanged 13
		SP:Iteration 50Q (32080.030000 sec): 3 clusters
  Score: Raw -451907.652620 + Penalty 2687.254501 = -449220.398119
  nChanged 8
		SP:Iteration 51Q (32080.180000 sec): 3 clusters
  Score: Raw -451910.369473 + Penalty 2687.254501 = -449223.114971
  nChanged 8
		SP:Iteration 52Q (32080.370000 sec): 3 clusters
  Score: Raw -451914.384813 + Penalty 2687.254501 = -449227.130312
  nChanged 8
		SP:Iteration 53Q (32080.530000 sec): 3 clusters
  Score: Raw -451916.541901 + Penalty 2687.254501 = -449229.287400
  nChanged 3
		SP:Iteration 54Q (32080.760000 sec): 3 clusters
  Score: Raw -451917.490470 + Penalty 2687.254501 = -449230.235968
  nChanged 5
		SP:Iteration 55Q (32080.910000 sec): 3 clusters
  Score: Raw -451918.597090 + Penalty 2687.254501 = -449231.342589
  nChanged 3
		SP:Iteration 56Q (32081.110000 sec): 3 clusters
  Score: Raw -451919.026149 + Penalty 2687.254501 = -449231.771648
  nChanged 3
		SP:Iteration 57Q (32081.310000 sec): 3 clusters
  Score: Raw -451920.065022 + Penalty 2687.254501 = -449232.810521
  nChanged 5
		SP:Iteration 58Q (32081.510000 sec): 3 clusters
  Score: Raw -451921.024806 + Penalty 2687.254501 = -449233.770305
  nChanged 4
		SP:Iteration 59Q (32081.680000 sec): 3 clusters
  Score: Raw -451921.664344 + Penalty 2687.254501 = -449234.409842
  nChanged 0
		SP:Iteration 60F (32081.920000 sec): 3 clusters
  Score: Raw -451921.664344 + Penalty 2687.254501 = -449234.409842
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32082.010000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32082.200000 sec): 3 clusters
  Score: Raw -19977.060692 + Penalty 1693.083000 = -18283.977692
  nChanged 21
		SP:Iteration 1F (32082.380000 sec): 3 clusters
  Score: Raw -20035.668785 + Penalty 1693.083000 = -18342.585785
  nChanged 6
		SP:Iteration 2Q (32082.530000 sec): 3 clusters
  Score: Raw -20077.798145 + Penalty 1693.083000 = -18384.715146
  nChanged 3
		SP:Iteration 3Q (32082.710000 sec): 3 clusters
  Score: Raw -20089.915029 + Penalty 1693.083000 = -18396.832029
  nChanged 2
		SP:Iteration 4Q (32082.910000 sec): 3 clusters
  Score: Raw -20101.226715 + Penalty 1693.083000 = -18408.143715
  nChanged 2
		SP:Iteration 5Q (32083.090000 sec): 3 clusters
  Score: Raw -20105.752794 + Penalty 1693.083000 = -18412.669794
  nChanged 1
		SP:Iteration 6Q (32083.290000 sec): 3 clusters
  Score: Raw -20108.337590 + Penalty 1693.083000 = -18415.254591
  nChanged 0
		SP:Iteration 7F (32083.430000 sec): 3 clusters
  Score: Raw -20108.337590 + Penalty 1693.083000 = -18415.254591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32083.600000 sec): 2 clusters
  Score: Raw -1702353.629933 + Penalty 1556.115272 = -1700797.514661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32083.870000 sec): 3 clusters
  Score: Raw -1693845.824751 + Penalty 3112.230543 = -1690733.594208
  nChanged 6366
		SP:Iteration 1F (32084.060000 sec): 3 clusters
  Score: Raw -1697380.542917 + Penalty 3112.230543 = -1694268.312373
  nChanged 748
		SP:Iteration 2F (32084.320000 sec): 3 clusters
  Score: Raw -1697652.822486 + Penalty 3112.230543 = -1694540.591943
  nChanged 655
		SP:Iteration 3Q (32084.570000 sec): 3 clusters
  Score: Raw -1697897.800875 + Penalty 3112.230543 = -1694785.570332
  nChanged 579
		SP:Iteration 4Q (32084.800000 sec): 3 clusters
  Score: Raw -1698108.766356 + Penalty 3112.230543 = -1694996.535812
  nChanged 547
		SP:Iteration 5Q (32085.040000 sec): 3 clusters
  Score: Raw -1698296.087556 + Penalty 3112.230543 = -1695183.857013
  nChanged 506
		SP:Iteration 6Q (32085.310000 sec): 3 clusters
  Score: Raw -1698471.976143 + Penalty 3112.230543 = -1695359.745600
  nChanged 461
		SP:Iteration 7Q (32085.560000 sec): 3 clusters
  Score: Raw -1698627.668431 + Penalty 3112.230543 = -1695515.437888
  nChanged 440
		SP:Iteration 8Q (32085.780000 sec): 3 clusters
  Score: Raw -1698778.745838 + Penalty 3112.230543 = -1695666.515295
  nChanged 428
		SP:Iteration 9Q (32086.020000 sec): 3 clusters
  Score: Raw -1698925.735229 + Penalty 3112.230543 = -1695813.504686
  nChanged 407
		SP:Iteration 10Q (32086.230000 sec): 3 clusters
  Score: Raw -1699055.958529 + Penalty 3112.230543 = -1695943.727986
  nChanged 412
		SP:Iteration 11Q (32086.510000 sec): 3 clusters
  Score: Raw -1699207.817555 + Penalty 3112.230543 = -1696095.587012
  nChanged 417
		SP:Iteration 12Q (32086.750000 sec): 3 clusters
  Score: Raw -1699393.001542 + Penalty 3112.230543 = -1696280.770999
  nChanged 482
		SP:Iteration 13Q (32087.000000 sec): 3 clusters
  Score: Raw -1699607.184941 + Penalty 3112.230543 = -1696494.954397
  nChanged 426
		SP:Iteration 14Q (32087.210000 sec): 3 clusters
  Score: Raw -1699793.493110 + Penalty 3112.230543 = -1696681.262567
  nChanged 422
		SP:Iteration 15Q (32087.440000 sec): 3 clusters
  Score: Raw -1699965.000805 + Penalty 3112.230543 = -1696852.770261
  nChanged 410
		SP:Iteration 16Q (32087.690000 sec): 3 clusters
  Score: Raw -1700139.434891 + Penalty 3112.230543 = -1697027.204347
  nChanged 399
		SP:Iteration 17Q (32087.920000 sec): 3 clusters
  Score: Raw -1700322.861754 + Penalty 3112.230543 = -1697210.631211
  nChanged 400
		SP:Iteration 18Q (32088.180000 sec): 3 clusters
  Score: Raw -1700495.093080 + Penalty 3112.230543 = -1697382.862536
  nChanged 347
		SP:Iteration 19Q (32088.420000 sec): 3 clusters
  Score: Raw -1700631.979246 + Penalty 3112.230543 = -1697519.748702
  nChanged 335
		SP:Iteration 20F (32088.640000 sec): 3 clusters
  Score: Raw -1700768.458270 + Penalty 3112.230543 = -1697656.227727
  nChanged 345
		SP:Iteration 21Q (32088.900000 sec): 3 clusters
  Score: Raw -1700902.086402 + Penalty 3112.230543 = -1697789.855859
  nChanged 301
		SP:Iteration 22Q (32089.140000 sec): 3 clusters
  Score: Raw -1701015.777286 + Penalty 3112.230543 = -1697903.546742
  nChanged 287
		SP:Iteration 23Q (32089.380000 sec): 3 clusters
  Score: Raw -1701109.175050 + Penalty 3112.230543 = -1697996.944507
  nChanged 271
		SP:Iteration 24Q (32089.600000 sec): 3 clusters
  Score: Raw -1701198.047564 + Penalty 3112.230543 = -1698085.817020
  nChanged 269
		SP:Iteration 25Q (32089.820000 sec): 3 clusters
  Score: Raw -1701292.790538 + Penalty 3112.230543 = -1698180.559995
  nChanged 279
		SP:Iteration 26Q (32090.080000 sec): 3 clusters
  Score: Raw -1701393.401091 + Penalty 3112.230543 = -1698281.170547
  nChanged 270
		SP:Iteration 27Q (32090.260000 sec): 3 clusters
  Score: Raw -1701492.145723 + Penalty 3112.230543 = -1698379.915180
  nChanged 244
		SP:Iteration 28Q (32090.500000 sec): 3 clusters
  Score: Raw -1701581.891856 + Penalty 3112.230543 = -1698469.661313
  nChanged 245
		SP:Iteration 29Q (32090.780000 sec): 3 clusters
  Score: Raw -1701674.227479 + Penalty 3112.230543 = -1698561.996936
  nChanged 271
		SP:Iteration 30Q (32090.960000 sec): 3 clusters
  Score: Raw -1701783.933398 + Penalty 3112.230543 = -1698671.702855
  nChanged 240
		SP:Iteration 31Q (32091.220000 sec): 3 clusters
  Score: Raw -1701886.961074 + Penalty 3112.230543 = -1698774.730531
  nChanged 239
		SP:Iteration 32Q (32091.450000 sec): 3 clusters
  Score: Raw -1701995.752241 + Penalty 3112.230543 = -1698883.521698
  nChanged 216
		SP:Iteration 33Q (32091.710000 sec): 3 clusters
  Score: Raw -1702100.765156 + Penalty 3112.230543 = -1698988.534612
  nChanged 173
		SP:Iteration 34Q (32091.950000 sec): 3 clusters
  Score: Raw -1702192.837352 + Penalty 3112.230543 = -1699080.606809
  nChanged 160
		SP:Iteration 35Q (32092.180000 sec): 3 clusters
  Score: Raw -1702281.827397 + Penalty 3112.230543 = -1699169.596854
  nChanged 153
		SP:Iteration 36Q (32092.420000 sec): 3 clusters
  Score: Raw -1702361.938241 + Penalty 3112.230543 = -1699249.707697
  nChanged 118
		SP:Iteration 37Q (32092.640000 sec): 3 clusters
  Score: Raw -1702411.215965 + Penalty 3112.230543 = -1699298.985421
  nChanged 90
		SP:Iteration 38Q (32092.920000 sec): 3 clusters
  Score: Raw -1702454.725978 + Penalty 3112.230543 = -1699342.495434
  nChanged 81
		SP:Iteration 39Q (32093.090000 sec): 3 clusters
  Score: Raw -1702491.933875 + Penalty 3112.230543 = -1699379.703332
  nChanged 62
		SP:Iteration 40F (32093.340000 sec): 3 clusters
  Score: Raw -1702520.355818 + Penalty 3112.230543 = -1699408.125275
  nChanged 43
		SP:Iteration 41Q (32093.570000 sec): 3 clusters
  Score: Raw -1702540.256726 + Penalty 3112.230543 = -1699428.026182
  nChanged 51
		SP:Iteration 42Q (32093.820000 sec): 3 clusters
  Score: Raw -1702565.461359 + Penalty 3112.230543 = -1699453.230815
  nChanged 48
		SP:Iteration 43Q (32094.040000 sec): 3 clusters
  Score: Raw -1702586.803234 + Penalty 3112.230543 = -1699474.572691
  nChanged 37
		SP:Iteration 44Q (32094.290000 sec): 3 clusters
  Score: Raw -1702602.369520 + Penalty 3112.230543 = -1699490.138977
  nChanged 32
		SP:Iteration 45Q (32094.520000 sec): 3 clusters
  Score: Raw -1702615.682728 + Penalty 3112.230543 = -1699503.452184
  nChanged 21
		SP:Iteration 46Q (32094.760000 sec): 3 clusters
  Score: Raw -1702623.986386 + Penalty 3112.230543 = -1699511.755842
  nChanged 24
		SP:Iteration 47Q (32095.010000 sec): 3 clusters
  Score: Raw -1702633.406176 + Penalty 3112.230543 = -1699521.175633
  nChanged 18
		SP:Iteration 48Q (32095.220000 sec): 3 clusters
  Score: Raw -1702641.407477 + Penalty 3112.230543 = -1699529.176933
  nChanged 15
		SP:Iteration 49Q (32095.460000 sec): 3 clusters
  Score: Raw -1702647.863772 + Penalty 3112.230543 = -1699535.633228
  nChanged 23
		SP:Iteration 50Q (32095.710000 sec): 3 clusters
  Score: Raw -1702660.698180 + Penalty 3112.230543 = -1699548.467636
  nChanged 25
		SP:Iteration 51Q (32095.930000 sec): 3 clusters
  Score: Raw -1702671.706218 + Penalty 3112.230543 = -1699559.475675
  nChanged 16
		SP:Iteration 52Q (32096.160000 sec): 3 clusters
  Score: Raw -1702676.654274 + Penalty 3112.230543 = -1699564.423731
  nChanged 11
		SP:Iteration 53Q (32096.380000 sec): 3 clusters
  Score: Raw -1702681.844236 + Penalty 3112.230543 = -1699569.613692
  nChanged 13
		SP:Iteration 54Q (32096.640000 sec): 3 clusters
  Score: Raw -1702689.007697 + Penalty 3112.230543 = -1699576.777153
  nChanged 15
		SP:Iteration 55Q (32096.840000 sec): 3 clusters
  Score: Raw -1702695.798661 + Penalty 3112.230543 = -1699583.568118
  nChanged 12
		SP:Iteration 56Q (32097.080000 sec): 3 clusters
  Score: Raw -1702699.930069 + Penalty 3112.230543 = -1699587.699525
  nChanged 7
		SP:Iteration 57Q (32097.330000 sec): 3 clusters
  Score: Raw -1702702.169608 + Penalty 3112.230543 = -1699589.939065
  nChanged 3
		SP:Iteration 58Q (32097.540000 sec): 3 clusters
  Score: Raw -1702703.140737 + Penalty 3112.230543 = -1699590.910193
  nChanged 3
		SP:Iteration 59Q (32097.790000 sec): 3 clusters
  Score: Raw -1702704.228380 + Penalty 3112.230543 = -1699591.997836
  nChanged 3
		SP:Iteration 60F (32098.030000 sec): 3 clusters
  Score: Raw -1702705.366987 + Penalty 3112.230543 = -1699593.136444
  nChanged 1
		SP:Iteration 61Q (32098.240000 sec): 3 clusters
  Score: Raw -1702705.825100 + Penalty 3112.230543 = -1699593.594557
  nChanged 1
		SP:Iteration 62Q (32098.460000 sec): 3 clusters
  Score: Raw -1702706.154857 + Penalty 3112.230543 = -1699593.924313
  nChanged 0
		SP:Iteration 63F (32098.640000 sec): 3 clusters
  Score: Raw -1702706.154857 + Penalty 3112.230543 = -1699593.924313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32098.870000 sec): 2 clusters
  Score: Raw -2266363.985431 + Penalty 1594.588358 = -2264769.397074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32099.090000 sec): 3 clusters
  Score: Raw -2255522.028789 + Penalty 3189.176715 = -2252332.852074
  nChanged 8152
		SP:Iteration 1F (32099.340000 sec): 3 clusters
  Score: Raw -2259951.629571 + Penalty 3189.176715 = -2256762.452856
  nChanged 1004
		SP:Iteration 2F (32099.600000 sec): 3 clusters
  Score: Raw -2260394.278343 + Penalty 3189.176715 = -2257205.101628
  nChanged 988
		SP:Iteration 3F (32099.860000 sec): 3 clusters
  Score: Raw -2260898.811865 + Penalty 3189.176715 = -2257709.635150
  nChanged 983
		SP:Iteration 4F (32100.160000 sec): 3 clusters
  Score: Raw -2261469.313036 + Penalty 3189.176715 = -2258280.136321
  nChanged 1055
		SP:Iteration 5F (32100.410000 sec): 3 clusters
  Score: Raw -2262148.989687 + Penalty 3189.176715 = -2258959.812972
  nChanged 1127
		SP:Iteration 6F (32100.700000 sec): 3 clusters
  Score: Raw -2262878.753545 + Penalty 3189.176715 = -2259689.576829
  nChanged 1080
		SP:Iteration 7F (32100.960000 sec): 3 clusters
  Score: Raw -2263571.798654 + Penalty 3189.176715 = -2260382.621939
  nChanged 936
		SP:Iteration 8F (32101.220000 sec): 3 clusters
  Score: Raw -2264138.792146 + Penalty 3189.176715 = -2260949.615430
  nChanged 775
		SP:Iteration 9Q (32101.480000 sec): 3 clusters
  Score: Raw -2264518.116051 + Penalty 3189.176715 = -2261328.939336
  nChanged 593
		SP:Iteration 10Q (32101.720000 sec): 3 clusters
  Score: Raw -2264755.760867 + Penalty 3189.176715 = -2261566.584152
  nChanged 431
		SP:Iteration 11Q (32101.990000 sec): 3 clusters
  Score: Raw -2264910.008583 + Penalty 3189.176715 = -2261720.831867
  nChanged 330
		SP:Iteration 12Q (32102.270000 sec): 3 clusters
  Score: Raw -2265005.072174 + Penalty 3189.176715 = -2261815.895459
  nChanged 244
		SP:Iteration 13Q (32102.490000 sec): 3 clusters
  Score: Raw -2265060.868971 + Penalty 3189.176715 = -2261871.692255
  nChanged 185
		SP:Iteration 14Q (32102.790000 sec): 3 clusters
  Score: Raw -2265096.199277 + Penalty 3189.176715 = -2261907.022561
  nChanged 145
		SP:Iteration 15Q (32103.030000 sec): 3 clusters
  Score: Raw -2265122.344566 + Penalty 3189.176715 = -2261933.167851
  nChanged 115
		SP:Iteration 16Q (32103.300000 sec): 3 clusters
  Score: Raw -2265143.477404 + Penalty 3189.176715 = -2261954.300688
  nChanged 122
		SP:Iteration 17Q (32103.540000 sec): 3 clusters
  Score: Raw -2265166.395563 + Penalty 3189.176715 = -2261977.218847
  nChanged 113
		SP:Iteration 18Q (32103.850000 sec): 3 clusters
  Score: Raw -2265187.590489 + Penalty 3189.176715 = -2261998.413774
  nChanged 99
		SP:Iteration 19Q (32104.130000 sec): 3 clusters
  Score: Raw -2265202.973350 + Penalty 3189.176715 = -2262013.796635
  nChanged 80
		SP:Iteration 20F (32104.370000 sec): 3 clusters
  Score: Raw -2265215.699809 + Penalty 3189.176715 = -2262026.523094
  nChanged 74
		SP:Iteration 21Q (32104.620000 sec): 3 clusters
  Score: Raw -2265227.690289 + Penalty 3189.176715 = -2262038.513574
  nChanged 70
		SP:Iteration 22Q (32104.870000 sec): 3 clusters
  Score: Raw -2265237.980811 + Penalty 3189.176715 = -2262048.804096
  nChanged 71
		SP:Iteration 23Q (32105.140000 sec): 3 clusters
  Score: Raw -2265247.659364 + Penalty 3189.176715 = -2262058.482649
  nChanged 71
		SP:Iteration 24Q (32105.420000 sec): 3 clusters
  Score: Raw -2265257.251043 + Penalty 3189.176715 = -2262068.074328
  nChanged 68
		SP:Iteration 25Q (32105.690000 sec): 3 clusters
  Score: Raw -2265266.639365 + Penalty 3189.176715 = -2262077.462649
  nChanged 82
		SP:Iteration 26Q (32105.910000 sec): 3 clusters
  Score: Raw -2265278.118790 + Penalty 3189.176715 = -2262088.942075
  nChanged 78
		SP:Iteration 27Q (32106.190000 sec): 3 clusters
  Score: Raw -2265289.579900 + Penalty 3189.176715 = -2262100.403185
  nChanged 80
		SP:Iteration 28Q (32106.460000 sec): 3 clusters
  Score: Raw -2265302.225551 + Penalty 3189.176715 = -2262113.048836
  nChanged 91
		SP:Iteration 29Q (32106.720000 sec): 3 clusters
  Score: Raw -2265317.182696 + Penalty 3189.176715 = -2262128.005980
  nChanged 93
		SP:Iteration 30Q (32106.980000 sec): 3 clusters
  Score: Raw -2265333.680626 + Penalty 3189.176715 = -2262144.503910
  nChanged 93
		SP:Iteration 31Q (32107.200000 sec): 3 clusters
  Score: Raw -2265351.825415 + Penalty 3189.176715 = -2262162.648700
  nChanged 109
		SP:Iteration 32Q (32107.430000 sec): 3 clusters
  Score: Raw -2265374.692085 + Penalty 3189.176715 = -2262185.515370
  nChanged 114
		SP:Iteration 33Q (32107.620000 sec): 3 clusters
  Score: Raw -2265398.300654 + Penalty 3189.176715 = -2262209.123938
  nChanged 100
		SP:Iteration 34Q (32107.880000 sec): 3 clusters
  Score: Raw -2265415.333128 + Penalty 3189.176715 = -2262226.156412
  nChanged 104
		SP:Iteration 35Q (32108.120000 sec): 3 clusters
  Score: Raw -2265432.193114 + Penalty 3189.176715 = -2262243.016398
  nChanged 101
		SP:Iteration 36Q (32108.330000 sec): 3 clusters
  Score: Raw -2265447.431414 + Penalty 3189.176715 = -2262258.254698
  nChanged 102
		SP:Iteration 37Q (32108.560000 sec): 3 clusters
  Score: Raw -2265464.422325 + Penalty 3189.176715 = -2262275.245609
  nChanged 120
		SP:Iteration 38Q (32108.830000 sec): 3 clusters
  Score: Raw -2265485.644909 + Penalty 3189.176715 = -2262296.468194
  nChanged 106
		SP:Iteration 39Q (32109.060000 sec): 3 clusters
  Score: Raw -2265503.757158 + Penalty 3189.176715 = -2262314.580442
  nChanged 106
		SP:Iteration 40F (32109.290000 sec): 3 clusters
  Score: Raw -2265521.017288 + Penalty 3189.176715 = -2262331.840573
  nChanged 103
		SP:Iteration 41Q (32109.540000 sec): 3 clusters
  Score: Raw -2265537.684303 + Penalty 3189.176715 = -2262348.507587
  nChanged 94
		SP:Iteration 42Q (32109.790000 sec): 3 clusters
  Score: Raw -2265554.384787 + Penalty 3189.176715 = -2262365.208071
  nChanged 90
		SP:Iteration 43Q (32110.060000 sec): 3 clusters
  Score: Raw -2265571.068623 + Penalty 3189.176715 = -2262381.891907
  nChanged 91
		SP:Iteration 44Q (32110.310000 sec): 3 clusters
  Score: Raw -2265586.466465 + Penalty 3189.176715 = -2262397.289750
  nChanged 87
		SP:Iteration 45Q (32110.550000 sec): 3 clusters
  Score: Raw -2265599.304197 + Penalty 3189.176715 = -2262410.127482
  nChanged 86
		SP:Iteration 46Q (32110.820000 sec): 3 clusters
  Score: Raw -2265610.833067 + Penalty 3189.176715 = -2262421.656352
  nChanged 83
		SP:Iteration 47Q (32111.050000 sec): 3 clusters
  Score: Raw -2265621.478025 + Penalty 3189.176715 = -2262432.301310
  nChanged 80
		SP:Iteration 48Q (32111.270000 sec): 3 clusters
  Score: Raw -2265632.164928 + Penalty 3189.176715 = -2262442.988212
  nChanged 70
		SP:Iteration 49Q (32111.520000 sec): 3 clusters
  Score: Raw -2265642.718306 + Penalty 3189.176715 = -2262453.541591
  nChanged 70
		SP:Iteration 50Q (32111.790000 sec): 3 clusters
  Score: Raw -2265653.232833 + Penalty 3189.176715 = -2262464.056118
  nChanged 56
		SP:Iteration 51Q (32112.070000 sec): 3 clusters
  Score: Raw -2265662.169292 + Penalty 3189.176715 = -2262472.992577
  nChanged 75
		SP:Iteration 52Q (32112.330000 sec): 3 clusters
  Score: Raw -2265675.871653 + Penalty 3189.176715 = -2262486.694937
  nChanged 73
		SP:Iteration 53Q (32112.590000 sec): 3 clusters
  Score: Raw -2265687.654841 + Penalty 3189.176715 = -2262498.478126
  nChanged 70
		SP:Iteration 54Q (32112.850000 sec): 3 clusters
  Score: Raw -2265700.858843 + Penalty 3189.176715 = -2262511.682128
  nChanged 77
		SP:Iteration 55Q (32113.080000 sec): 3 clusters
  Score: Raw -2265715.831718 + Penalty 3189.176715 = -2262526.655002
  nChanged 80
		SP:Iteration 56Q (32113.330000 sec): 3 clusters
  Score: Raw -2265730.523472 + Penalty 3189.176715 = -2262541.346756
  nChanged 85
		SP:Iteration 57Q (32113.580000 sec): 3 clusters
  Score: Raw -2265744.679842 + Penalty 3189.176715 = -2262555.503126
  nChanged 80
		SP:Iteration 58Q (32113.830000 sec): 3 clusters
  Score: Raw -2265757.947791 + Penalty 3189.176715 = -2262568.771076
  nChanged 87
		SP:Iteration 59Q (32114.120000 sec): 3 clusters
  Score: Raw -2265773.947916 + Penalty 3189.176715 = -2262584.771200
  nChanged 98
		SP:Iteration 60F (32114.380000 sec): 3 clusters
  Score: Raw -2265791.948117 + Penalty 3189.176715 = -2262602.771401
  nChanged 105
		SP:Iteration 61Q (32114.640000 sec): 3 clusters
  Score: Raw -2265814.121408 + Penalty 3189.176715 = -2262624.944692
  nChanged 103
		SP:Iteration 62Q (32114.870000 sec): 3 clusters
  Score: Raw -2265833.357970 + Penalty 3189.176715 = -2262644.181254
  nChanged 96
		SP:Iteration 63Q (32115.170000 sec): 3 clusters
  Score: Raw -2265854.546452 + Penalty 3189.176715 = -2262665.369736
  nChanged 116
		SP:Iteration 64Q (32115.390000 sec): 3 clusters
  Score: Raw -2265882.514810 + Penalty 3189.176715 = -2262693.338094
  nChanged 128
		SP:Iteration 65Q (32115.660000 sec): 3 clusters
  Score: Raw -2265911.985935 + Penalty 3189.176715 = -2262722.809219
  nChanged 132
		SP:Iteration 66Q (32115.920000 sec): 3 clusters
  Score: Raw -2265943.792756 + Penalty 3189.176715 = -2262754.616041
  nChanged 119
		SP:Iteration 67Q (32116.190000 sec): 3 clusters
  Score: Raw -2265974.391993 + Penalty 3189.176715 = -2262785.215278
  nChanged 115
		SP:Iteration 68Q (32116.400000 sec): 3 clusters
  Score: Raw -2266003.506383 + Penalty 3189.176715 = -2262814.329668
  nChanged 135
		SP:Iteration 69Q (32116.650000 sec): 3 clusters
  Score: Raw -2266037.787014 + Penalty 3189.176715 = -2262848.610298
  nChanged 139
		SP:Iteration 70Q (32116.880000 sec): 3 clusters
  Score: Raw -2266074.741103 + Penalty 3189.176715 = -2262885.564388
  nChanged 142
		SP:Iteration 71Q (32117.110000 sec): 3 clusters
  Score: Raw -2266113.944597 + Penalty 3189.176715 = -2262924.767881
  nChanged 151
		SP:Iteration 72Q (32117.410000 sec): 3 clusters
  Score: Raw -2266157.426402 + Penalty 3189.176715 = -2262968.249686
  nChanged 142
		SP:Iteration 73Q (32117.630000 sec): 3 clusters
  Score: Raw -2266193.403757 + Penalty 3189.176715 = -2263004.227041
  nChanged 121
		SP:Iteration 74Q (32117.900000 sec): 3 clusters
  Score: Raw -2266223.319732 + Penalty 3189.176715 = -2263034.143017
  nChanged 127
		SP:Iteration 75Q (32118.170000 sec): 3 clusters
  Score: Raw -2266255.851317 + Penalty 3189.176715 = -2263066.674601
  nChanged 116
		SP:Iteration 76Q (32118.410000 sec): 3 clusters
  Score: Raw -2266285.914609 + Penalty 3189.176715 = -2263096.737894
  nChanged 115
		SP:Iteration 77Q (32118.690000 sec): 3 clusters
  Score: Raw -2266319.564973 + Penalty 3189.176715 = -2263130.388258
  nChanged 138
		SP:Iteration 78Q (32119.000000 sec): 3 clusters
  Score: Raw -2266375.673474 + Penalty 3189.176715 = -2263186.496758
  nChanged 161
		SP:Iteration 79Q (32119.250000 sec): 3 clusters
  Score: Raw -2266441.909640 + Penalty 3189.176715 = -2263252.732924
  nChanged 129
		SP:Iteration 80F (32119.530000 sec): 3 clusters
  Score: Raw -2266494.175714 + Penalty 3189.176715 = -2263304.998998
  nChanged 140
		SP:Iteration 81Q (32119.760000 sec): 3 clusters
  Score: Raw -2266547.865870 + Penalty 3189.176715 = -2263358.689154
  nChanged 125
		SP:Iteration 82Q (32120.050000 sec): 3 clusters
  Score: Raw -2266594.066298 + Penalty 3189.176715 = -2263404.889582
  nChanged 118
		SP:Iteration 83Q (32120.290000 sec): 3 clusters
  Score: Raw -2266642.928708 + Penalty 3189.176715 = -2263453.751992
  nChanged 114
		SP:Iteration 84Q (32120.510000 sec): 3 clusters
  Score: Raw -2266683.725766 + Penalty 3189.176715 = -2263494.549051
  nChanged 99
		SP:Iteration 85Q (32120.770000 sec): 3 clusters
  Score: Raw -2266719.079494 + Penalty 3189.176715 = -2263529.902778
  nChanged 95
		SP:Iteration 86Q (32121.020000 sec): 3 clusters
  Score: Raw -2266753.217939 + Penalty 3189.176715 = -2263564.041224
  nChanged 88
		SP:Iteration 87Q (32121.270000 sec): 3 clusters
  Score: Raw -2266783.255232 + Penalty 3189.176715 = -2263594.078516
  nChanged 89
		SP:Iteration 88Q (32121.520000 sec): 3 clusters
  Score: Raw -2266810.441231 + Penalty 3189.176715 = -2263621.264515
  nChanged 75
		SP:Iteration 89Q (32121.810000 sec): 3 clusters
  Score: Raw -2266833.213970 + Penalty 3189.176715 = -2263644.037254
  nChanged 64
		SP:Iteration 90Q (32122.060000 sec): 3 clusters
  Score: Raw -2266851.401290 + Penalty 3189.176715 = -2263662.224575
  nChanged 61
		SP:Iteration 91Q (32122.270000 sec): 3 clusters
  Score: Raw -2266869.936990 + Penalty 3189.176715 = -2263680.760275
  nChanged 57
		SP:Iteration 92Q (32122.530000 sec): 3 clusters
  Score: Raw -2266886.339714 + Penalty 3189.176715 = -2263697.162999
  nChanged 48
		SP:Iteration 93Q (32122.770000 sec): 3 clusters
  Score: Raw -2266899.813458 + Penalty 3189.176715 = -2263710.636742
  nChanged 43
		SP:Iteration 94Q (32123.020000 sec): 3 clusters
  Score: Raw -2266912.731399 + Penalty 3189.176715 = -2263723.554684
  nChanged 39
		SP:Iteration 95Q (32123.310000 sec): 3 clusters
  Score: Raw -2266922.854869 + Penalty 3189.176715 = -2263733.678154
  nChanged 29
		SP:Iteration 96Q (32123.530000 sec): 3 clusters
  Score: Raw -2266928.518854 + Penalty 3189.176715 = -2263739.342139
  nChanged 25
		SP:Iteration 97Q (32123.810000 sec): 3 clusters
  Score: Raw -2266933.983129 + Penalty 3189.176715 = -2263744.806413
  nChanged 15
		SP:Iteration 98Q (32124.050000 sec): 3 clusters
  Score: Raw -2266937.143011 + Penalty 3189.176715 = -2263747.966295
  nChanged 11
		SP:Iteration 99Q (32124.330000 sec): 3 clusters
  Score: Raw -2266938.920213 + Penalty 3189.176715 = -2263749.743497
  nChanged 8
		SP:Iteration 100F (32124.550000 sec): 3 clusters
  Score: Raw -2266940.282099 + Penalty 3189.176715 = -2263751.105383
  nChanged 8
		SP:Iteration 101Q (32124.790000 sec): 3 clusters
  Score: Raw -2266941.648949 + Penalty 3189.176715 = -2263752.472233
  nChanged 9
		SP:Iteration 102Q (32125.040000 sec): 3 clusters
  Score: Raw -2266943.231655 + Penalty 3189.176715 = -2263754.054940
  nChanged 6
		SP:Iteration 103Q (32125.280000 sec): 3 clusters
  Score: Raw -2266944.225891 + Penalty 3189.176715 = -2263755.049176
  nChanged 6
		SP:Iteration 104Q (32125.520000 sec): 3 clusters
  Score: Raw -2266945.375362 + Penalty 3189.176715 = -2263756.198647
  nChanged 7
		SP:Iteration 105Q (32125.770000 sec): 3 clusters
  Score: Raw -2266946.833860 + Penalty 3189.176715 = -2263757.657145
  nChanged 7
		SP:Iteration 106Q (32126.020000 sec): 3 clusters
  Score: Raw -2266948.070865 + Penalty 3189.176715 = -2263758.894150
  nChanged 6
		SP:Iteration 107Q (32126.250000 sec): 3 clusters
  Score: Raw -2266949.331975 + Penalty 3189.176715 = -2263760.155259
  nChanged 8
		SP:Iteration 108Q (32126.540000 sec): 3 clusters
  Score: Raw -2266951.133723 + Penalty 3189.176715 = -2263761.957008
  nChanged 9
		SP:Iteration 109Q (32126.810000 sec): 3 clusters
  Score: Raw -2266952.806541 + Penalty 3189.176715 = -2263763.629826
  nChanged 10
		SP:Iteration 110Q (32127.050000 sec): 3 clusters
  Score: Raw -2266955.158042 + Penalty 3189.176715 = -2263765.981326
  nChanged 13
		SP:Iteration 111Q (32127.280000 sec): 3 clusters
  Score: Raw -2266957.581128 + Penalty 3189.176715 = -2263768.404413
  nChanged 11
		SP:Iteration 112Q (32127.550000 sec): 3 clusters
  Score: Raw -2266960.182751 + Penalty 3189.176715 = -2263771.006035
  nChanged 10
		SP:Iteration 113Q (32127.810000 sec): 3 clusters
  Score: Raw -2266962.529594 + Penalty 3189.176715 = -2263773.352879
  nChanged 13
		SP:Iteration 114Q (32128.030000 sec): 3 clusters
  Score: Raw -2266966.802565 + Penalty 3189.176715 = -2263777.625850
  nChanged 15
		SP:Iteration 115Q (32128.290000 sec): 3 clusters
  Score: Raw -2266971.215194 + Penalty 3189.176715 = -2263782.038479
  nChanged 18
		SP:Iteration 116Q (32128.540000 sec): 3 clusters
  Score: Raw -2266978.106106 + Penalty 3189.176715 = -2263788.929391
  nChanged 21
		SP:Iteration 117Q (32128.790000 sec): 3 clusters
  Score: Raw -2266984.910434 + Penalty 3189.176715 = -2263795.733719
  nChanged 18
		SP:Iteration 118Q (32129.080000 sec): 3 clusters
  Score: Raw -2266990.482959 + Penalty 3189.176715 = -2263801.306244
  nChanged 15
		SP:Iteration 119Q (32129.310000 sec): 3 clusters
  Score: Raw -2266994.647144 + Penalty 3189.176715 = -2263805.470428
  nChanged 18
		SP:Iteration 120F (32129.590000 sec): 3 clusters
  Score: Raw -2266999.492236 + Penalty 3189.176715 = -2263810.315520
  nChanged 14
		SP:Iteration 121Q (32129.870000 sec): 3 clusters
  Score: Raw -2267004.192402 + Penalty 3189.176715 = -2263815.015687
  nChanged 15
		SP:Iteration 122Q (32130.090000 sec): 3 clusters
  Score: Raw -2267011.324035 + Penalty 3189.176715 = -2263822.147320
  nChanged 17
		SP:Iteration 123Q (32130.330000 sec): 3 clusters
  Score: Raw -2267018.217533 + Penalty 3189.176715 = -2263829.040817
  nChanged 20
		SP:Iteration 124Q (32130.560000 sec): 3 clusters
  Score: Raw -2267026.001431 + Penalty 3189.176715 = -2263836.824715
  nChanged 17
		SP:Iteration 125Q (32130.800000 sec): 3 clusters
  Score: Raw -2267031.126094 + Penalty 3189.176715 = -2263841.949379
  nChanged 12
		SP:Iteration 126Q (32131.020000 sec): 3 clusters
  Score: Raw -2267033.950537 + Penalty 3189.176715 = -2263844.773822
  nChanged 10
		SP:Iteration 127Q (32131.230000 sec): 3 clusters
  Score: Raw -2267036.916077 + Penalty 3189.176715 = -2263847.739361
  nChanged 7
		SP:Iteration 128Q (32131.490000 sec): 3 clusters
  Score: Raw -2267038.805213 + Penalty 3189.176715 = -2263849.628497
  nChanged 6
		SP:Iteration 129Q (32131.720000 sec): 3 clusters
  Score: Raw -2267040.614473 + Penalty 3189.176715 = -2263851.437757
  nChanged 7
		SP:Iteration 130Q (32131.940000 sec): 3 clusters
  Score: Raw -2267042.194982 + Penalty 3189.176715 = -2263853.018266
  nChanged 7
		SP:Iteration 131Q (32132.210000 sec): 3 clusters
  Score: Raw -2267044.278376 + Penalty 3189.176715 = -2263855.101661
  nChanged 5
		SP:Iteration 132Q (32132.500000 sec): 3 clusters
  Score: Raw -2267045.587369 + Penalty 3189.176715 = -2263856.410654
  nChanged 4
		SP:Iteration 133Q (32132.740000 sec): 3 clusters
  Score: Raw -2267046.901808 + Penalty 3189.176715 = -2263857.725093
  nChanged 3
		SP:Iteration 134Q (32132.990000 sec): 3 clusters
  Score: Raw -2267047.848888 + Penalty 3189.176715 = -2263858.672172
  nChanged 4
		SP:Iteration 135Q (32133.250000 sec): 3 clusters
  Score: Raw -2267049.890804 + Penalty 3189.176715 = -2263860.714089
  nChanged 5
		SP:Iteration 136Q (32133.470000 sec): 3 clusters
  Score: Raw -2267052.873833 + Penalty 3189.176715 = -2263863.697118
  nChanged 7
		SP:Iteration 137Q (32133.740000 sec): 3 clusters
  Score: Raw -2267054.963779 + Penalty 3189.176715 = -2263865.787064
  nChanged 2
		SP:Iteration 138Q (32133.940000 sec): 3 clusters
  Score: Raw -2267055.490879 + Penalty 3189.176715 = -2263866.314163
  nChanged 1
		SP:Iteration 139Q (32134.170000 sec): 3 clusters
  Score: Raw -2267055.837371 + Penalty 3189.176715 = -2263866.660656
  nChanged 0
		SP:Iteration 140F (32134.420000 sec): 3 clusters
  Score: Raw -2267055.837371 + Penalty 3189.176715 = -2263866.660656
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32134.530000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32134.740000 sec): 3 clusters
  Score: Raw -83383.108960 + Penalty 2140.953755 = -81242.155205
  nChanged 211
		SP:Iteration 1F (32134.890000 sec): 3 clusters
  Score: Raw -83606.796244 + Penalty 2140.953755 = -81465.842489
  nChanged 53
		SP:Iteration 2F (32135.090000 sec): 3 clusters
  Score: Raw -83677.254021 + Penalty 2140.953755 = -81536.300266
  nChanged 30
		SP:Iteration 3Q (32135.270000 sec): 3 clusters
  Score: Raw -83713.345752 + Penalty 2140.953755 = -81572.391997
  nChanged 20
		SP:Iteration 4Q (32135.400000 sec): 3 clusters
  Score: Raw -83738.012952 + Penalty 2140.953755 = -81597.059197
  nChanged 10
		SP:Iteration 5Q (32135.610000 sec): 3 clusters
  Score: Raw -83751.286077 + Penalty 2140.953755 = -81610.332322
  nChanged 12
		SP:Iteration 6Q (32135.770000 sec): 3 clusters
  Score: Raw -83768.004214 + Penalty 2140.953755 = -81627.050459
  nChanged 11
		SP:Iteration 7Q (32135.960000 sec): 3 clusters
  Score: Raw -83777.089194 + Penalty 2140.953755 = -81636.135439
  nChanged 5
		SP:Iteration 8Q (32136.130000 sec): 3 clusters
  Score: Raw -83783.671443 + Penalty 2140.953755 = -81642.717689
  nChanged 5
		SP:Iteration 9Q (32136.290000 sec): 3 clusters
  Score: Raw -83790.605919 + Penalty 2140.953755 = -81649.652165
  nChanged 3
		SP:Iteration 10Q (32136.460000 sec): 3 clusters
  Score: Raw -83794.212484 + Penalty 2140.953755 = -81653.258730
  nChanged 3
		SP:Iteration 11Q (32136.600000 sec): 3 clusters
  Score: Raw -83798.304526 + Penalty 2140.953755 = -81657.350771
  nChanged 3
		SP:Iteration 12Q (32136.780000 sec): 3 clusters
  Score: Raw -83801.859087 + Penalty 2140.953755 = -81660.905333
  nChanged 3
		SP:Iteration 13Q (32136.930000 sec): 3 clusters
  Score: Raw -83810.566133 + Penalty 2140.953755 = -81669.612378
  nChanged 5
		SP:Iteration 14Q (32137.090000 sec): 3 clusters
  Score: Raw -83822.523822 + Penalty 2140.953755 = -81681.570067
  nChanged 8
		SP:Iteration 15Q (32137.260000 sec): 3 clusters
  Score: Raw -83837.087332 + Penalty 2140.953755 = -81696.133577
  nChanged 10
		SP:Iteration 16Q (32137.440000 sec): 3 clusters
  Score: Raw -83854.717180 + Penalty 2140.953755 = -81713.763425
  nChanged 12
		SP:Iteration 17Q (32137.630000 sec): 3 clusters
  Score: Raw -83875.952176 + Penalty 2140.953755 = -81734.998421
  nChanged 5
		SP:Iteration 18Q (32137.770000 sec): 3 clusters
  Score: Raw -83881.874038 + Penalty 2140.953755 = -81740.920283
  nChanged 5
		SP:Iteration 19Q (32137.930000 sec): 3 clusters
  Score: Raw -83890.739124 + Penalty 2140.953755 = -81749.785369
  nChanged 3
		SP:Iteration 20F (32138.140000 sec): 3 clusters
  Score: Raw -83894.903501 + Penalty 2140.953755 = -81753.949746
  nChanged 1
		SP:Iteration 21Q (32138.330000 sec): 3 clusters
  Score: Raw -83895.863722 + Penalty 2140.953755 = -81754.909967
  nChanged 0
		SP:Iteration 22F (32138.500000 sec): 3 clusters
  Score: Raw -83895.863722 + Penalty 2140.953755 = -81754.909967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32138.580000 sec): 2 clusters
  Score: Raw -227823.515071 + Penalty 1234.658417 = -226588.856654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32138.770000 sec): 3 clusters
  Score: Raw -226950.506247 + Penalty 2469.316834 = -224481.189413
  nChanged 737
		SP:Iteration 1F (32138.970000 sec): 3 clusters
  Score: Raw -227470.210766 + Penalty 2469.316834 = -225000.893932
  nChanged 142
		SP:Iteration 2F (32139.160000 sec): 3 clusters
  Score: Raw -227592.010891 + Penalty 2469.316834 = -225122.694057
  nChanged 101
		SP:Iteration 3F (32139.350000 sec): 3 clusters
  Score: Raw -227685.071542 + Penalty 2469.316834 = -225215.754708
  nChanged 83
		SP:Iteration 4Q (32139.510000 sec): 3 clusters
  Score: Raw -227771.864650 + Penalty 2469.316834 = -225302.547816
  nChanged 86
		SP:Iteration 5Q (32139.730000 sec): 3 clusters
  Score: Raw -227851.362188 + Penalty 2469.316834 = -225382.045354
  nChanged 59
		SP:Iteration 6Q (32139.880000 sec): 3 clusters
  Score: Raw -227904.238585 + Penalty 2469.316834 = -225434.921751
  nChanged 46
		SP:Iteration 7Q (32140.080000 sec): 3 clusters
  Score: Raw -227938.220287 + Penalty 2469.316834 = -225468.903453
  nChanged 44
		SP:Iteration 8Q (32140.260000 sec): 3 clusters
  Score: Raw -227962.984923 + Penalty 2469.316834 = -225493.668089
  nChanged 33
		SP:Iteration 9Q (32140.450000 sec): 3 clusters
  Score: Raw -227983.922783 + Penalty 2469.316834 = -225514.605949
  nChanged 38
		SP:Iteration 10Q (32140.640000 sec): 3 clusters
  Score: Raw -228004.575481 + Penalty 2469.316834 = -225535.258647
  nChanged 23
		SP:Iteration 11Q (32140.760000 sec): 3 clusters
  Score: Raw -228017.033263 + Penalty 2469.316834 = -225547.716429
  nChanged 17
		SP:Iteration 12Q (32140.990000 sec): 3 clusters
  Score: Raw -228025.726503 + Penalty 2469.316834 = -225556.409669
  nChanged 15
		SP:Iteration 13Q (32141.140000 sec): 3 clusters
  Score: Raw -228033.955155 + Penalty 2469.316834 = -225564.638321
  nChanged 15
		SP:Iteration 14Q (32141.310000 sec): 3 clusters
  Score: Raw -228039.220233 + Penalty 2469.316834 = -225569.903399
  nChanged 7
		SP:Iteration 15Q (32141.480000 sec): 3 clusters
  Score: Raw -228041.122252 + Penalty 2469.316834 = -225571.805418
  nChanged 8
		SP:Iteration 16Q (32141.610000 sec): 3 clusters
  Score: Raw -228044.198677 + Penalty 2469.316834 = -225574.881844
  nChanged 6
		SP:Iteration 17Q (32141.790000 sec): 3 clusters
  Score: Raw -228051.132964 + Penalty 2469.316834 = -225581.816130
  nChanged 16
		SP:Iteration 18Q (32141.970000 sec): 3 clusters
  Score: Raw -228058.221166 + Penalty 2469.316834 = -225588.904332
  nChanged 15
		SP:Iteration 19Q (32142.170000 sec): 3 clusters
  Score: Raw -228063.062181 + Penalty 2469.316834 = -225593.745347
  nChanged 12
		SP:Iteration 20F (32142.340000 sec): 3 clusters
  Score: Raw -228071.715112 + Penalty 2469.316834 = -225602.398278
  nChanged 12
		SP:Iteration 21Q (32142.500000 sec): 3 clusters
  Score: Raw -228081.182888 + Penalty 2469.316834 = -225611.866054
  nChanged 19
		SP:Iteration 22Q (32142.680000 sec): 3 clusters
  Score: Raw -228092.677539 + Penalty 2469.316834 = -225623.360705
  nChanged 23
		SP:Iteration 23Q (32142.880000 sec): 3 clusters
  Score: Raw -228103.378518 + Penalty 2469.316834 = -225634.061684
  nChanged 20
		SP:Iteration 24Q (32143.040000 sec): 3 clusters
  Score: Raw -228118.543625 + Penalty 2469.316834 = -225649.226791
  nChanged 22
		SP:Iteration 25Q (32143.210000 sec): 3 clusters
  Score: Raw -228126.746654 + Penalty 2469.316834 = -225657.429820
  nChanged 13
		SP:Iteration 26Q (32143.390000 sec): 3 clusters
  Score: Raw -228134.508352 + Penalty 2469.316834 = -225665.191518
  nChanged 15
		SP:Iteration 27Q (32143.580000 sec): 3 clusters
  Score: Raw -228140.318937 + Penalty 2469.316834 = -225671.002104
  nChanged 11
		SP:Iteration 28Q (32143.740000 sec): 3 clusters
  Score: Raw -228147.035130 + Penalty 2469.316834 = -225677.718296
  nChanged 12
		SP:Iteration 29Q (32143.930000 sec): 3 clusters
  Score: Raw -228157.017793 + Penalty 2469.316834 = -225687.700959
  nChanged 11
		SP:Iteration 30Q (32144.120000 sec): 3 clusters
  Score: Raw -228162.133999 + Penalty 2469.316834 = -225692.817165
  nChanged 10
		SP:Iteration 31Q (32144.280000 sec): 3 clusters
  Score: Raw -228166.262260 + Penalty 2469.316834 = -225696.945426
  nChanged 6
		SP:Iteration 32Q (32144.470000 sec): 3 clusters
  Score: Raw -228169.292744 + Penalty 2469.316834 = -225699.975910
  nChanged 6
		SP:Iteration 33Q (32144.680000 sec): 3 clusters
  Score: Raw -228172.277912 + Penalty 2469.316834 = -225702.961078
  nChanged 12
		SP:Iteration 34Q (32144.850000 sec): 3 clusters
  Score: Raw -228181.347805 + Penalty 2469.316834 = -225712.030971
  nChanged 14
		SP:Iteration 35Q (32145.010000 sec): 3 clusters
  Score: Raw -228192.055340 + Penalty 2469.316834 = -225722.738507
  nChanged 16
		SP:Iteration 36Q (32145.170000 sec): 3 clusters
  Score: Raw -228199.478128 + Penalty 2469.316834 = -225730.161294
  nChanged 9
		SP:Iteration 37Q (32145.330000 sec): 3 clusters
  Score: Raw -228205.008791 + Penalty 2469.316834 = -225735.691957
  nChanged 10
		SP:Iteration 38Q (32145.530000 sec): 3 clusters
  Score: Raw -228207.349591 + Penalty 2469.316834 = -225738.032757
  nChanged 3
		SP:Iteration 39Q (32145.720000 sec): 3 clusters
  Score: Raw -228208.027390 + Penalty 2469.316834 = -225738.710556
  nChanged 0
		SP:Iteration 40F (32145.880000 sec): 3 clusters
  Score: Raw -228208.027390 + Penalty 2469.316834 = -225738.710556
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32146.010000 sec): 2 clusters
  Score: Raw -877330.013394 + Penalty 1461.653846 = -875868.359548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32146.220000 sec): 3 clusters
  Score: Raw -872883.191052 + Penalty 2923.307692 = -869959.883360
  nChanged 3436
		SP:Iteration 1F (32146.450000 sec): 3 clusters
  Score: Raw -875212.214629 + Penalty 2923.307692 = -872288.906937
  nChanged 717
		SP:Iteration 2F (32146.630000 sec): 3 clusters
  Score: Raw -875796.953212 + Penalty 2923.307692 = -872873.645521
  nChanged 600
		SP:Iteration 3F (32146.830000 sec): 3 clusters
  Score: Raw -876287.238812 + Penalty 2923.307692 = -873363.931120
  nChanged 525
		SP:Iteration 4F (32147.030000 sec): 3 clusters
  Score: Raw -876704.594342 + Penalty 2923.307692 = -873781.286651
  nChanged 417
		SP:Iteration 5F (32147.190000 sec): 3 clusters
  Score: Raw -877000.816305 + Penalty 2923.307692 = -874077.508614
  nChanged 327
		SP:Iteration 6Q (32147.430000 sec): 3 clusters
  Score: Raw -877192.904219 + Penalty 2923.307692 = -874269.596527
  nChanged 285
		SP:Iteration 7Q (32147.640000 sec): 3 clusters
  Score: Raw -877332.672660 + Penalty 2923.307692 = -874409.364969
  nChanged 195
		SP:Iteration 8Q (32147.830000 sec): 3 clusters
  Score: Raw -877414.914017 + Penalty 2923.307692 = -874491.606325
  nChanged 129
		SP:Iteration 9Q (32148.030000 sec): 3 clusters
  Score: Raw -877460.501307 + Penalty 2923.307692 = -874537.193615
  nChanged 109
		SP:Iteration 10Q (32148.250000 sec): 3 clusters
  Score: Raw -877491.840672 + Penalty 2923.307692 = -874568.532980
  nChanged 75
		SP:Iteration 11Q (32148.430000 sec): 3 clusters
  Score: Raw -877510.710468 + Penalty 2923.307692 = -874587.402777
  nChanged 54
		SP:Iteration 12Q (32148.630000 sec): 3 clusters
  Score: Raw -877524.135968 + Penalty 2923.307692 = -874600.828277
  nChanged 49
		SP:Iteration 13Q (32148.850000 sec): 3 clusters
  Score: Raw -877533.892369 + Penalty 2923.307692 = -874610.584677
  nChanged 36
		SP:Iteration 14Q (32149.070000 sec): 3 clusters
  Score: Raw -877540.869104 + Penalty 2923.307692 = -874617.561413
  nChanged 27
		SP:Iteration 15Q (32149.310000 sec): 3 clusters
  Score: Raw -877547.004941 + Penalty 2923.307692 = -874623.697249
  nChanged 31
		SP:Iteration 16Q (32149.500000 sec): 3 clusters
  Score: Raw -877553.136236 + Penalty 2923.307692 = -874629.828544
  nChanged 28
		SP:Iteration 17Q (32149.660000 sec): 3 clusters
  Score: Raw -877558.350067 + Penalty 2923.307692 = -874635.042376
  nChanged 31
		SP:Iteration 18Q (32149.860000 sec): 3 clusters
  Score: Raw -877563.270807 + Penalty 2923.307692 = -874639.963115
  nChanged 25
		SP:Iteration 19Q (32150.060000 sec): 3 clusters
  Score: Raw -877567.088946 + Penalty 2923.307692 = -874643.781255
  nChanged 22
		SP:Iteration 20F (32150.240000 sec): 3 clusters
  Score: Raw -877570.291507 + Penalty 2923.307692 = -874646.983816
  nChanged 12
		SP:Iteration 21Q (32150.430000 sec): 3 clusters
  Score: Raw -877571.624086 + Penalty 2923.307692 = -874648.316395
  nChanged 7
		SP:Iteration 22Q (32150.620000 sec): 3 clusters
  Score: Raw -877572.570311 + Penalty 2923.307692 = -874649.262619
  nChanged 7
		SP:Iteration 23Q (32150.800000 sec): 3 clusters
  Score: Raw -877573.647813 + Penalty 2923.307692 = -874650.340122
  nChanged 11
		SP:Iteration 24Q (32151.010000 sec): 3 clusters
  Score: Raw -877574.835052 + Penalty 2923.307692 = -874651.527361
  nChanged 5
		SP:Iteration 25Q (32151.220000 sec): 3 clusters
  Score: Raw -877575.518713 + Penalty 2923.307692 = -874652.211022
  nChanged 6
		SP:Iteration 26Q (32151.430000 sec): 3 clusters
  Score: Raw -877576.056629 + Penalty 2923.307692 = -874652.748938
  nChanged 5
		SP:Iteration 27Q (32151.630000 sec): 3 clusters
  Score: Raw -877576.582879 + Penalty 2923.307692 = -874653.275188
  nChanged 3
		SP:Iteration 28Q (32151.810000 sec): 3 clusters
  Score: Raw -877576.722973 + Penalty 2923.307692 = -874653.415282
  nChanged 0
		SP:Iteration 29F (32152.050000 sec): 3 clusters
  Score: Raw -877576.722973 + Penalty 2923.307692 = -874653.415282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32152.170000 sec): 2 clusters
  Score: Raw -289285.268388 + Penalty 1273.217360 = -288012.051027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32152.320000 sec): 3 clusters
  Score: Raw -288147.678366 + Penalty 2546.434720 = -285601.243645
  nChanged 921
		SP:Iteration 1F (32152.500000 sec): 3 clusters
  Score: Raw -288771.026369 + Penalty 2546.434720 = -286224.591649
  nChanged 201
		SP:Iteration 2F (32152.650000 sec): 3 clusters
  Score: Raw -288928.500926 + Penalty 2546.434720 = -286382.066205
  nChanged 143
		SP:Iteration 3F (32152.850000 sec): 3 clusters
  Score: Raw -289047.892119 + Penalty 2546.434720 = -286501.457399
  nChanged 117
		SP:Iteration 4Q (32153.040000 sec): 3 clusters
  Score: Raw -289145.814826 + Penalty 2546.434720 = -286599.380105
  nChanged 110
		SP:Iteration 5Q (32153.230000 sec): 3 clusters
  Score: Raw -289232.552587 + Penalty 2546.434720 = -286686.117866
  nChanged 109
		SP:Iteration 6Q (32153.400000 sec): 3 clusters
  Score: Raw -289333.957335 + Penalty 2546.434720 = -286787.522614
  nChanged 89
		SP:Iteration 7Q (32153.610000 sec): 3 clusters
  Score: Raw -289413.079647 + Penalty 2546.434720 = -286866.644927
  nChanged 90
		SP:Iteration 8Q (32153.760000 sec): 3 clusters
  Score: Raw -289478.751655 + Penalty 2546.434720 = -286932.316935
  nChanged 81
		SP:Iteration 9Q (32153.950000 sec): 3 clusters
  Score: Raw -289557.282735 + Penalty 2546.434720 = -287010.848015
  nChanged 93
		SP:Iteration 10Q (32154.140000 sec): 3 clusters
  Score: Raw -289644.847575 + Penalty 2546.434720 = -287098.412855
  nChanged 81
		SP:Iteration 11Q (32154.340000 sec): 3 clusters
  Score: Raw -289720.144985 + Penalty 2546.434720 = -287173.710264
  nChanged 88
		SP:Iteration 12Q (32154.500000 sec): 3 clusters
  Score: Raw -289811.764364 + Penalty 2546.434720 = -287265.329644
  nChanged 84
		SP:Iteration 13Q (32154.680000 sec): 3 clusters
  Score: Raw -289884.490662 + Penalty 2546.434720 = -287338.055942
  nChanged 66
		SP:Iteration 14Q (32154.860000 sec): 3 clusters
  Score: Raw -289944.947478 + Penalty 2546.434720 = -287398.512758
  nChanged 52
		SP:Iteration 15Q (32155.050000 sec): 3 clusters
  Score: Raw -290003.934550 + Penalty 2546.434720 = -287457.499830
  nChanged 67
		SP:Iteration 16Q (32155.200000 sec): 3 clusters
  Score: Raw -290063.488229 + Penalty 2546.434720 = -287517.053509
  nChanged 47
		SP:Iteration 17Q (32155.380000 sec): 3 clusters
  Score: Raw -290100.977294 + Penalty 2546.434720 = -287554.542573
  nChanged 31
		SP:Iteration 18Q (32155.570000 sec): 3 clusters
  Score: Raw -290126.291744 + Penalty 2546.434720 = -287579.857023
  nChanged 39
		SP:Iteration 19Q (32155.740000 sec): 3 clusters
  Score: Raw -290148.129008 + Penalty 2546.434720 = -287601.694287
  nChanged 20
		SP:Iteration 20F (32155.880000 sec): 3 clusters
  Score: Raw -290159.843472 + Penalty 2546.434720 = -287613.408752
  nChanged 20
		SP:Iteration 21Q (32156.110000 sec): 3 clusters
  Score: Raw -290172.363843 + Penalty 2546.434720 = -287625.929122
  nChanged 19
		SP:Iteration 22Q (32156.290000 sec): 3 clusters
  Score: Raw -290189.639299 + Penalty 2546.434720 = -287643.204578
  nChanged 31
		SP:Iteration 23Q (32156.470000 sec): 3 clusters
  Score: Raw -290217.971212 + Penalty 2546.434720 = -287671.536492
  nChanged 33
		SP:Iteration 24Q (32156.610000 sec): 3 clusters
  Score: Raw -290251.254116 + Penalty 2546.434720 = -287704.819396
  nChanged 25
		SP:Iteration 25Q (32156.780000 sec): 3 clusters
  Score: Raw -290265.329753 + Penalty 2546.434720 = -287718.895032
  nChanged 15
		SP:Iteration 26Q (32156.990000 sec): 3 clusters
  Score: Raw -290274.462466 + Penalty 2546.434720 = -287728.027746
  nChanged 14
		SP:Iteration 27Q (32157.170000 sec): 3 clusters
  Score: Raw -290283.310253 + Penalty 2546.434720 = -287736.875533
  nChanged 11
		SP:Iteration 28Q (32157.350000 sec): 3 clusters
  Score: Raw -290289.794787 + Penalty 2546.434720 = -287743.360067
  nChanged 6
		SP:Iteration 29Q (32157.510000 sec): 3 clusters
  Score: Raw -290293.024166 + Penalty 2546.434720 = -287746.589446
  nChanged 6
		SP:Iteration 30Q (32157.690000 sec): 3 clusters
  Score: Raw -290296.309199 + Penalty 2546.434720 = -287749.874479
  nChanged 3
		SP:Iteration 31Q (32157.890000 sec): 3 clusters
  Score: Raw -290297.343358 + Penalty 2546.434720 = -287750.908638
  nChanged 2
		SP:Iteration 32Q (32158.070000 sec): 3 clusters
  Score: Raw -290297.915528 + Penalty 2546.434720 = -287751.480808
  nChanged 0
		SP:Iteration 33F (32158.220000 sec): 3 clusters
  Score: Raw -290297.915528 + Penalty 2546.434720 = -287751.480808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32158.340000 sec): 2 clusters
  Score: Raw -667404.962607 + Penalty 1399.797490 = -666005.165117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32158.530000 sec): 3 clusters
  Score: Raw -664544.682643 + Penalty 2799.594979 = -661745.087663
  nChanged 2233
		SP:Iteration 1F (32158.720000 sec): 3 clusters
  Score: Raw -665847.424270 + Penalty 2799.594979 = -663047.829291
  nChanged 436
		SP:Iteration 2F (32158.960000 sec): 3 clusters
  Score: Raw -666133.137709 + Penalty 2799.594979 = -663333.542730
  nChanged 337
		SP:Iteration 3F (32159.130000 sec): 3 clusters
  Score: Raw -666331.209332 + Penalty 2799.594979 = -663531.614353
  nChanged 289
		SP:Iteration 4F (32159.330000 sec): 3 clusters
  Score: Raw -666507.872656 + Penalty 2799.594979 = -663708.277677
  nChanged 280
		SP:Iteration 5F (32159.530000 sec): 3 clusters
  Score: Raw -666687.395468 + Penalty 2799.594979 = -663887.800489
  nChanged 265
		SP:Iteration 6Q (32159.780000 sec): 3 clusters
  Score: Raw -666838.996371 + Penalty 2799.594979 = -664039.401391
  nChanged 212
		SP:Iteration 7Q (32159.940000 sec): 3 clusters
  Score: Raw -666968.307125 + Penalty 2799.594979 = -664168.712146
  nChanged 233
		SP:Iteration 8Q (32160.160000 sec): 3 clusters
  Score: Raw -667105.788184 + Penalty 2799.594979 = -664306.193204
  nChanged 225
		SP:Iteration 9Q (32160.340000 sec): 3 clusters
  Score: Raw -667237.928056 + Penalty 2799.594979 = -664438.333077
  nChanged 195
		SP:Iteration 10Q (32160.520000 sec): 3 clusters
  Score: Raw -667341.993691 + Penalty 2799.594979 = -664542.398712
  nChanged 159
		SP:Iteration 11Q (32160.720000 sec): 3 clusters
  Score: Raw -667415.984875 + Penalty 2799.594979 = -664616.389895
  nChanged 120
		SP:Iteration 12Q (32160.890000 sec): 3 clusters
  Score: Raw -667467.304004 + Penalty 2799.594979 = -664667.709025
  nChanged 90
		SP:Iteration 13Q (32161.100000 sec): 3 clusters
  Score: Raw -667501.149003 + Penalty 2799.594979 = -664701.554023
  nChanged 65
		SP:Iteration 14Q (32161.280000 sec): 3 clusters
  Score: Raw -667519.673208 + Penalty 2799.594979 = -664720.078229
  nChanged 45
		SP:Iteration 15Q (32161.500000 sec): 3 clusters
  Score: Raw -667531.562943 + Penalty 2799.594979 = -664731.967964
  nChanged 44
		SP:Iteration 16Q (32161.680000 sec): 3 clusters
  Score: Raw -667544.502179 + Penalty 2799.594979 = -664744.907200
  nChanged 32
		SP:Iteration 17Q (32161.870000 sec): 3 clusters
  Score: Raw -667552.966231 + Penalty 2799.594979 = -664753.371252
  nChanged 40
		SP:Iteration 18Q (32162.080000 sec): 3 clusters
  Score: Raw -667563.464177 + Penalty 2799.594979 = -664763.869198
  nChanged 38
		SP:Iteration 19Q (32162.230000 sec): 3 clusters
  Score: Raw -667573.191139 + Penalty 2799.594979 = -664773.596160
  nChanged 40
		SP:Iteration 20F (32162.460000 sec): 3 clusters
  Score: Raw -667582.982407 + Penalty 2799.594979 = -664783.387428
  nChanged 32
		SP:Iteration 21Q (32162.660000 sec): 3 clusters
  Score: Raw -667589.680128 + Penalty 2799.594979 = -664790.085149
  nChanged 24
		SP:Iteration 22Q (32162.860000 sec): 3 clusters
  Score: Raw -667596.270024 + Penalty 2799.594979 = -664796.675044
  nChanged 29
		SP:Iteration 23Q (32163.060000 sec): 3 clusters
  Score: Raw -667604.191060 + Penalty 2799.594979 = -664804.596081
  nChanged 32
		SP:Iteration 24Q (32163.260000 sec): 3 clusters
  Score: Raw -667612.820169 + Penalty 2799.594979 = -664813.225190
  nChanged 30
		SP:Iteration 25Q (32163.430000 sec): 3 clusters
  Score: Raw -667620.537143 + Penalty 2799.594979 = -664820.942164
  nChanged 21
		SP:Iteration 26Q (32163.650000 sec): 3 clusters
  Score: Raw -667625.703407 + Penalty 2799.594979 = -664826.108428
  nChanged 20
		SP:Iteration 27Q (32163.850000 sec): 3 clusters
  Score: Raw -667631.372676 + Penalty 2799.594979 = -664831.777697
  nChanged 20
		SP:Iteration 28Q (32164.050000 sec): 3 clusters
  Score: Raw -667636.850957 + Penalty 2799.594979 = -664837.255978
  nChanged 21
		SP:Iteration 29Q (32164.280000 sec): 3 clusters
  Score: Raw -667642.124370 + Penalty 2799.594979 = -664842.529391
  nChanged 20
		SP:Iteration 30Q (32164.440000 sec): 3 clusters
  Score: Raw -667648.007585 + Penalty 2799.594979 = -664848.412606
  nChanged 16
		SP:Iteration 31Q (32164.660000 sec): 3 clusters
  Score: Raw -667652.467646 + Penalty 2799.594979 = -664852.872667
  nChanged 14
		SP:Iteration 32Q (32164.860000 sec): 3 clusters
  Score: Raw -667656.653141 + Penalty 2799.594979 = -664857.058162
  nChanged 14
		SP:Iteration 33Q (32165.060000 sec): 3 clusters
  Score: Raw -667660.577637 + Penalty 2799.594979 = -664860.982658
  nChanged 17
		SP:Iteration 34Q (32165.280000 sec): 3 clusters
  Score: Raw -667664.881160 + Penalty 2799.594979 = -664865.286181
  nChanged 11
		SP:Iteration 35Q (32165.460000 sec): 3 clusters
  Score: Raw -667667.375404 + Penalty 2799.594979 = -664867.780425
  nChanged 11
		SP:Iteration 36Q (32165.650000 sec): 3 clusters
  Score: Raw -667670.261967 + Penalty 2799.594979 = -664870.666988
  nChanged 7
		SP:Iteration 37Q (32165.850000 sec): 3 clusters
  Score: Raw -667671.399868 + Penalty 2799.594979 = -664871.804889
  nChanged 9
		SP:Iteration 38Q (32166.050000 sec): 3 clusters
  Score: Raw -667673.334873 + Penalty 2799.594979 = -664873.739893
  nChanged 8
		SP:Iteration 39Q (32166.230000 sec): 3 clusters
  Score: Raw -667674.514161 + Penalty 2799.594979 = -664874.919182
  nChanged 4
		SP:Iteration 40F (32166.440000 sec): 3 clusters
  Score: Raw -667675.194724 + Penalty 2799.594979 = -664875.599745
  nChanged 4
		SP:Iteration 41Q (32166.600000 sec): 3 clusters
  Score: Raw -667676.135546 + Penalty 2799.594979 = -664876.540567
  nChanged 4
		SP:Iteration 42Q (32166.780000 sec): 3 clusters
  Score: Raw -667676.810195 + Penalty 2799.594979 = -664877.215216
  nChanged 2
		SP:Iteration 43Q (32166.980000 sec): 3 clusters
  Score: Raw -667677.107569 + Penalty 2799.594979 = -664877.512590
  nChanged 0
		SP:Iteration 44F (32167.180000 sec): 3 clusters
  Score: Raw -667677.107569 + Penalty 2799.594979 = -664877.512590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32167.970000 sec): 2 clusters
  Score: Raw -14733088.105960 + Penalty 1899.649493 = -14731188.456467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32168.740000 sec): 3 clusters
  Score: Raw -14654972.411679 + Penalty 3799.298985 = -14651173.112694
  nChanged 57211
		SP:Iteration 1F (32169.470000 sec): 3 clusters
  Score: Raw -14688458.957619 + Penalty 3799.298985 = -14684659.658633
  nChanged 3363
		SP:Iteration 2Q (32170.340000 sec): 3 clusters
  Score: Raw -14689241.809566 + Penalty 3799.298985 = -14685442.510581
  nChanged 3700
		SP:Iteration 3Q (32171.130000 sec): 3 clusters
  Score: Raw -14690270.685078 + Penalty 3799.298985 = -14686471.386093
  nChanged 4189
		SP:Iteration 4Q (32171.920000 sec): 3 clusters
  Score: Raw -14691747.209078 + Penalty 3799.298985 = -14687947.910093
  nChanged 4916
		SP:Iteration 5Q (32172.710000 sec): 3 clusters
  Score: Raw -14693956.475647 + Penalty 3799.298985 = -14690157.176662
  nChanged 5893
		SP:Iteration 6Q (32173.540000 sec): 3 clusters
  Score: Raw -14697280.821987 + Penalty 3799.298985 = -14693481.523001
  nChanged 6761
		SP:Iteration 7F (32174.370000 sec): 3 clusters
  Score: Raw -14701875.077929 + Penalty 3799.298985 = -14698075.778943
  nChanged 7292
		SP:Iteration 8F (32175.110000 sec): 3 clusters
  Score: Raw -14707356.958089 + Penalty 3799.298985 = -14703557.659103
  nChanged 7102
		SP:Iteration 9F (32175.860000 sec): 3 clusters
  Score: Raw -14712763.844044 + Penalty 3799.298985 = -14708964.545058
  nChanged 6228
		SP:Iteration 10F (32176.560000 sec): 3 clusters
  Score: Raw -14717364.232966 + Penalty 3799.298985 = -14713564.933980
  nChanged 5353
		SP:Iteration 11Q (32177.300000 sec): 3 clusters
  Score: Raw -14721193.436188 + Penalty 3799.298985 = -14717394.137202
  nChanged 4636
		SP:Iteration 12Q (32178.010000 sec): 3 clusters
  Score: Raw -14724544.654262 + Penalty 3799.298985 = -14720745.355277
  nChanged 3971
		SP:Iteration 13Q (32178.760000 sec): 3 clusters
  Score: Raw -14727502.858496 + Penalty 3799.298985 = -14723703.559511
  nChanged 3036
		SP:Iteration 14Q (32179.460000 sec): 3 clusters
  Score: Raw -14729777.210086 + Penalty 3799.298985 = -14725977.911101
  nChanged 2102
		SP:Iteration 15Q (32180.130000 sec): 3 clusters
  Score: Raw -14731321.802233 + Penalty 3799.298985 = -14727522.503248
  nChanged 1269
		SP:Iteration 16Q (32180.840000 sec): 3 clusters
  Score: Raw -14732203.737528 + Penalty 3799.298985 = -14728404.438543
  nChanged 722
		SP:Iteration 17Q (32181.590000 sec): 3 clusters
  Score: Raw -14732678.230585 + Penalty 3799.298985 = -14728878.931600
  nChanged 430
		SP:Iteration 18Q (32182.300000 sec): 3 clusters
  Score: Raw -14732956.848165 + Penalty 3799.298985 = -14729157.549179
  nChanged 240
		SP:Iteration 19Q (32183.050000 sec): 3 clusters
  Score: Raw -14733106.223446 + Penalty 3799.298985 = -14729306.924460
  nChanged 150
		SP:Iteration 20F (32183.820000 sec): 3 clusters
  Score: Raw -14733207.588790 + Penalty 3799.298985 = -14729408.289805
  nChanged 100
		SP:Iteration 21Q (32184.570000 sec): 3 clusters
  Score: Raw -14733261.241061 + Penalty 3799.298985 = -14729461.942075
  nChanged 61
		SP:Iteration 22Q (32185.200000 sec): 3 clusters
  Score: Raw -14733296.036462 + Penalty 3799.298985 = -14729496.737476
  nChanged 55
		SP:Iteration 23Q (32185.870000 sec): 3 clusters
  Score: Raw -14733330.563974 + Penalty 3799.298985 = -14729531.264988
  nChanged 37
		SP:Iteration 24Q (32186.490000 sec): 3 clusters
  Score: Raw -14733353.060903 + Penalty 3799.298985 = -14729553.761918
  nChanged 32
		SP:Iteration 25Q (32187.150000 sec): 3 clusters
  Score: Raw -14733370.298874 + Penalty 3799.298985 = -14729570.999889
  nChanged 29
		SP:Iteration 26Q (32187.800000 sec): 3 clusters
  Score: Raw -14733383.052766 + Penalty 3799.298985 = -14729583.753780
  nChanged 17
		SP:Iteration 27Q (32188.500000 sec): 3 clusters
  Score: Raw -14733392.175282 + Penalty 3799.298985 = -14729592.876297
  nChanged 18
		SP:Iteration 28Q (32189.180000 sec): 3 clusters
  Score: Raw -14733400.417583 + Penalty 3799.298985 = -14729601.118598
  nChanged 15
		SP:Iteration 29Q (32189.840000 sec): 3 clusters
  Score: Raw -14733410.425476 + Penalty 3799.298985 = -14729611.126491
  nChanged 21
		SP:Iteration 30Q (32190.490000 sec): 3 clusters
  Score: Raw -14733420.184782 + Penalty 3799.298985 = -14729620.885797
  nChanged 8
		SP:Iteration 31Q (32191.170000 sec): 3 clusters
  Score: Raw -14733423.282369 + Penalty 3799.298985 = -14729623.983384
  nChanged 6
		SP:Iteration 32Q (32191.850000 sec): 3 clusters
  Score: Raw -14733425.969504 + Penalty 3799.298985 = -14729626.670519
  nChanged 7
		SP:Iteration 33Q (32192.560000 sec): 3 clusters
  Score: Raw -14733429.600695 + Penalty 3799.298985 = -14729630.301710
  nChanged 7
		SP:Iteration 34Q (32193.310000 sec): 3 clusters
  Score: Raw -14733433.722816 + Penalty 3799.298985 = -14729634.423830
  nChanged 10
		SP:Iteration 35Q (32193.990000 sec): 3 clusters
  Score: Raw -14733439.469968 + Penalty 3799.298985 = -14729640.170983
  nChanged 4
		SP:Iteration 36Q (32194.620000 sec): 3 clusters
  Score: Raw -14733441.168848 + Penalty 3799.298985 = -14729641.869862
  nChanged 4
		SP:Iteration 37Q (32195.200000 sec): 3 clusters
  Score: Raw -14733443.016927 + Penalty 3799.298985 = -14729643.717941
  nChanged 3
		SP:Iteration 38Q (32195.760000 sec): 3 clusters
  Score: Raw -14733443.975887 + Penalty 3799.298985 = -14729644.676902
  nChanged 2
		SP:Iteration 39Q (32196.330000 sec): 3 clusters
  Score: Raw -14733444.565742 + Penalty 3799.298985 = -14729645.266757
  nChanged 1
		SP:Iteration 40F (32196.950000 sec): 3 clusters
  Score: Raw -14733445.073722 + Penalty 3799.298985 = -14729645.774737
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32197.130000 sec): 2 clusters
  Score: Raw -394261.303298 + Penalty 1316.670294 = -392944.633004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32197.330000 sec): 3 clusters
  Score: Raw -392655.826908 + Penalty 2633.340588 = -390022.486320
  nChanged 1280
		SP:Iteration 1F (32197.500000 sec): 3 clusters
  Score: Raw -393442.211382 + Penalty 2633.340588 = -390808.870794
  nChanged 299
		SP:Iteration 2F (32197.690000 sec): 3 clusters
  Score: Raw -393676.699968 + Penalty 2633.340588 = -391043.359379
  nChanged 222
		SP:Iteration 3F (32197.860000 sec): 3 clusters
  Score: Raw -393874.081453 + Penalty 2633.340588 = -391240.740864
  nChanged 195
		SP:Iteration 4F (32197.990000 sec): 3 clusters
  Score: Raw -394062.889524 + Penalty 2633.340588 = -391429.548936
  nChanged 176
		SP:Iteration 5F (32198.160000 sec): 3 clusters
  Score: Raw -394223.942540 + Penalty 2633.340588 = -391590.601952
  nChanged 139
		SP:Iteration 6Q (32198.360000 sec): 3 clusters
  Score: Raw -394335.249180 + Penalty 2633.340588 = -391701.908592
  nChanged 111
		SP:Iteration 7Q (32198.540000 sec): 3 clusters
  Score: Raw -394415.445504 + Penalty 2633.340588 = -391782.104915
  nChanged 76
		SP:Iteration 8Q (32198.710000 sec): 3 clusters
  Score: Raw -394464.860582 + Penalty 2633.340588 = -391831.519994
  nChanged 47
		SP:Iteration 9Q (32198.900000 sec): 3 clusters
  Score: Raw -394494.187505 + Penalty 2633.340588 = -391860.846917
  nChanged 43
		SP:Iteration 10Q (32199.060000 sec): 3 clusters
  Score: Raw -394515.758597 + Penalty 2633.340588 = -391882.418009
  nChanged 33
		SP:Iteration 11Q (32199.240000 sec): 3 clusters
  Score: Raw -394532.041860 + Penalty 2633.340588 = -391898.701272
  nChanged 25
		SP:Iteration 12Q (32199.420000 sec): 3 clusters
  Score: Raw -394552.606146 + Penalty 2633.340588 = -391919.265558
  nChanged 24
		SP:Iteration 13Q (32199.600000 sec): 3 clusters
  Score: Raw -394572.577502 + Penalty 2633.340588 = -391939.236914
  nChanged 19
		SP:Iteration 14Q (32199.740000 sec): 3 clusters
  Score: Raw -394586.194419 + Penalty 2633.340588 = -391952.853831
  nChanged 17
		SP:Iteration 15Q (32199.910000 sec): 3 clusters
  Score: Raw -394593.410590 + Penalty 2633.340588 = -391960.070002
  nChanged 9
		SP:Iteration 16Q (32200.080000 sec): 3 clusters
  Score: Raw -394596.382588 + Penalty 2633.340588 = -391963.042000
  nChanged 11
		SP:Iteration 17Q (32200.260000 sec): 3 clusters
  Score: Raw -394602.474473 + Penalty 2633.340588 = -391969.133885
  nChanged 15
		SP:Iteration 18Q (32200.450000 sec): 3 clusters
  Score: Raw -394609.089736 + Penalty 2633.340588 = -391975.749148
  nChanged 11
		SP:Iteration 19Q (32200.640000 sec): 3 clusters
  Score: Raw -394613.366622 + Penalty 2633.340588 = -391980.026034
  nChanged 11
		SP:Iteration 20F (32200.810000 sec): 3 clusters
  Score: Raw -394617.599870 + Penalty 2633.340588 = -391984.259282
  nChanged 8
		SP:Iteration 21Q (32201.010000 sec): 3 clusters
  Score: Raw -394621.128564 + Penalty 2633.340588 = -391987.787976
  nChanged 13
		SP:Iteration 22Q (32201.160000 sec): 3 clusters
  Score: Raw -394625.469739 + Penalty 2633.340588 = -391992.129151
  nChanged 11
		SP:Iteration 23Q (32201.350000 sec): 3 clusters
  Score: Raw -394630.195691 + Penalty 2633.340588 = -391996.855103
  nChanged 9
		SP:Iteration 24Q (32201.540000 sec): 3 clusters
  Score: Raw -394633.201376 + Penalty 2633.340588 = -391999.860788
  nChanged 7
		SP:Iteration 25Q (32201.700000 sec): 3 clusters
  Score: Raw -394637.571724 + Penalty 2633.340588 = -392004.231135
  nChanged 8
		SP:Iteration 26Q (32201.870000 sec): 3 clusters
  Score: Raw -394642.059738 + Penalty 2633.340588 = -392008.719150
  nChanged 4
		SP:Iteration 27Q (32202.080000 sec): 3 clusters
  Score: Raw -394643.676907 + Penalty 2633.340588 = -392010.336319
  nChanged 5
		SP:Iteration 28Q (32202.280000 sec): 3 clusters
  Score: Raw -394646.965043 + Penalty 2633.340588 = -392013.624455
  nChanged 5
		SP:Iteration 29Q (32202.430000 sec): 3 clusters
  Score: Raw -394649.418922 + Penalty 2633.340588 = -392016.078334
  nChanged 5
		SP:Iteration 30Q (32202.600000 sec): 3 clusters
  Score: Raw -394651.502729 + Penalty 2633.340588 = -392018.162140
  nChanged 1
		SP:Iteration 31Q (32202.760000 sec): 3 clusters
  Score: Raw -394651.910162 + Penalty 2633.340588 = -392018.569573
  nChanged 1
		SP:Iteration 32Q (32202.940000 sec): 3 clusters
  Score: Raw -394652.126357 + Penalty 2633.340588 = -392018.785768
  nChanged 0
		SP:Iteration 33F (32203.120000 sec): 3 clusters
  Score: Raw -394652.126357 + Penalty 2633.340588 = -392018.785768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32203.240000 sec): 2 clusters
  Score: Raw -644882.743860 + Penalty 1395.068795 = -643487.675065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32203.430000 sec): 3 clusters
  Score: Raw -642056.245763 + Penalty 2790.137590 = -639266.108173
  nChanged 2238
		SP:Iteration 1F (32203.610000 sec): 3 clusters
  Score: Raw -643293.707410 + Penalty 2790.137590 = -640503.569821
  nChanged 348
		SP:Iteration 2F (32203.770000 sec): 3 clusters
  Score: Raw -643449.112099 + Penalty 2790.137590 = -640658.974509
  nChanged 261
		SP:Iteration 3Q (32203.970000 sec): 3 clusters
  Score: Raw -643559.555054 + Penalty 2790.137590 = -640769.417464
  nChanged 181
		SP:Iteration 4Q (32204.170000 sec): 3 clusters
  Score: Raw -643652.259437 + Penalty 2790.137590 = -640862.121847
  nChanged 177
		SP:Iteration 5Q (32204.370000 sec): 3 clusters
  Score: Raw -643738.972410 + Penalty 2790.137590 = -640948.834820
  nChanged 174
		SP:Iteration 6Q (32204.570000 sec): 3 clusters
  Score: Raw -643839.441957 + Penalty 2790.137590 = -641049.304368
  nChanged 185
		SP:Iteration 7Q (32204.760000 sec): 3 clusters
  Score: Raw -643921.170738 + Penalty 2790.137590 = -641131.033148
  nChanged 174
		SP:Iteration 8Q (32204.960000 sec): 3 clusters
  Score: Raw -644003.401355 + Penalty 2790.137590 = -641213.263765
  nChanged 184
		SP:Iteration 9Q (32205.190000 sec): 3 clusters
  Score: Raw -644095.445693 + Penalty 2790.137590 = -641305.308103
  nChanged 214
		SP:Iteration 10Q (32205.360000 sec): 3 clusters
  Score: Raw -644210.939128 + Penalty 2790.137590 = -641420.801538
  nChanged 237
		SP:Iteration 11Q (32205.560000 sec): 3 clusters
  Score: Raw -644355.940860 + Penalty 2790.137590 = -641565.803270
  nChanged 251
		SP:Iteration 12Q (32205.780000 sec): 3 clusters
  Score: Raw -644523.707523 + Penalty 2790.137590 = -641733.569933
  nChanged 225
		SP:Iteration 13Q (32205.970000 sec): 3 clusters
  Score: Raw -644681.582437 + Penalty 2790.137590 = -641891.444847
  nChanged 218
		SP:Iteration 14Q (32206.150000 sec): 3 clusters
  Score: Raw -644853.499383 + Penalty 2790.137590 = -642063.361793
  nChanged 195
		SP:Iteration 15Q (32206.360000 sec): 3 clusters
  Score: Raw -644986.878146 + Penalty 2790.137590 = -642196.740556
  nChanged 150
		SP:Iteration 16Q (32206.570000 sec): 3 clusters
  Score: Raw -645087.707879 + Penalty 2790.137590 = -642297.570289
  nChanged 104
		SP:Iteration 17Q (32206.710000 sec): 3 clusters
  Score: Raw -645153.059858 + Penalty 2790.137590 = -642362.922268
  nChanged 73
		SP:Iteration 18Q (32206.900000 sec): 3 clusters
  Score: Raw -645191.689722 + Penalty 2790.137590 = -642401.552132
  nChanged 53
		SP:Iteration 19Q (32207.070000 sec): 3 clusters
  Score: Raw -645224.964067 + Penalty 2790.137590 = -642434.826477
  nChanged 53
		SP:Iteration 20F (32207.280000 sec): 3 clusters
  Score: Raw -645257.889165 + Penalty 2790.137590 = -642467.751575
  nChanged 35
		SP:Iteration 21Q (32207.450000 sec): 3 clusters
  Score: Raw -645280.006359 + Penalty 2790.137590 = -642489.868769
  nChanged 31
		SP:Iteration 22Q (32207.670000 sec): 3 clusters
  Score: Raw -645294.609910 + Penalty 2790.137590 = -642504.472320
  nChanged 26
		SP:Iteration 23Q (32207.860000 sec): 3 clusters
  Score: Raw -645307.890894 + Penalty 2790.137590 = -642517.753304
  nChanged 28
		SP:Iteration 24Q (32208.040000 sec): 3 clusters
  Score: Raw -645323.297482 + Penalty 2790.137590 = -642533.159892
  nChanged 27
		SP:Iteration 25Q (32208.260000 sec): 3 clusters
  Score: Raw -645336.120379 + Penalty 2790.137590 = -642545.982789
  nChanged 21
		SP:Iteration 26Q (32208.430000 sec): 3 clusters
  Score: Raw -645346.840918 + Penalty 2790.137590 = -642556.703328
  nChanged 19
		SP:Iteration 27Q (32208.650000 sec): 3 clusters
  Score: Raw -645357.047607 + Penalty 2790.137590 = -642566.910018
  nChanged 23
		SP:Iteration 28Q (32208.810000 sec): 3 clusters
  Score: Raw -645369.186565 + Penalty 2790.137590 = -642579.048975
  nChanged 27
		SP:Iteration 29Q (32209.000000 sec): 3 clusters
  Score: Raw -645384.195587 + Penalty 2790.137590 = -642594.057997
  nChanged 31
		SP:Iteration 30Q (32209.190000 sec): 3 clusters
  Score: Raw -645400.394562 + Penalty 2790.137590 = -642610.256972
  nChanged 22
		SP:Iteration 31Q (32209.360000 sec): 3 clusters
  Score: Raw -645409.388190 + Penalty 2790.137590 = -642619.250600
  nChanged 18
		SP:Iteration 32Q (32209.540000 sec): 3 clusters
  Score: Raw -645417.259584 + Penalty 2790.137590 = -642627.121994
  nChanged 16
		SP:Iteration 33Q (32209.750000 sec): 3 clusters
  Score: Raw -645423.289424 + Penalty 2790.137590 = -642633.151834
  nChanged 12
		SP:Iteration 34Q (32209.940000 sec): 3 clusters
  Score: Raw -645426.694235 + Penalty 2790.137590 = -642636.556645
  nChanged 9
		SP:Iteration 35Q (32210.140000 sec): 3 clusters
  Score: Raw -645430.353262 + Penalty 2790.137590 = -642640.215672
  nChanged 8
		SP:Iteration 36Q (32210.340000 sec): 3 clusters
  Score: Raw -645432.814221 + Penalty 2790.137590 = -642642.676631
  nChanged 5
		SP:Iteration 37Q (32210.560000 sec): 3 clusters
  Score: Raw -645433.924281 + Penalty 2790.137590 = -642643.786691
  nChanged 4
		SP:Iteration 38Q (32210.780000 sec): 3 clusters
  Score: Raw -645435.224910 + Penalty 2790.137590 = -642645.087320
  nChanged 6
		SP:Iteration 39Q (32210.930000 sec): 3 clusters
  Score: Raw -645436.929897 + Penalty 2790.137590 = -642646.792307
  nChanged 3
		SP:Iteration 40F (32211.120000 sec): 3 clusters
  Score: Raw -645437.518130 + Penalty 2790.137590 = -642647.380540
  nChanged 2
		SP:Iteration 41Q (32211.320000 sec): 3 clusters
  Score: Raw -645438.099342 + Penalty 2790.137590 = -642647.961752
  nChanged 3
		SP:Iteration 42Q (32211.520000 sec): 3 clusters
  Score: Raw -645438.891898 + Penalty 2790.137590 = -642648.754308
  nChanged 2
		SP:Iteration 43Q (32211.720000 sec): 3 clusters
  Score: Raw -645439.557010 + Penalty 2790.137590 = -642649.419420
  nChanged 2
		SP:Iteration 44Q (32211.910000 sec): 3 clusters
  Score: Raw -645440.092259 + Penalty 2790.137590 = -642649.954669
  nChanged 3
		SP:Iteration 45Q (32212.110000 sec): 3 clusters
  Score: Raw -645440.659486 + Penalty 2790.137590 = -642650.521896
  nChanged 2
		SP:Iteration 46Q (32212.300000 sec): 3 clusters
  Score: Raw -645441.200666 + Penalty 2790.137590 = -642651.063076
  nChanged 3
		SP:Iteration 47Q (32212.510000 sec): 3 clusters
  Score: Raw -645442.069724 + Penalty 2790.137590 = -642651.932134
  nChanged 2
		SP:Iteration 48Q (32212.700000 sec): 3 clusters
  Score: Raw -645442.433042 + Penalty 2790.137590 = -642652.295452
  nChanged 2
		SP:Iteration 49Q (32212.900000 sec): 3 clusters
  Score: Raw -645442.905572 + Penalty 2790.137590 = -642652.767982
  nChanged 2
		SP:Iteration 50Q (32213.120000 sec): 3 clusters
  Score: Raw -645443.388412 + Penalty 2790.137590 = -642653.250822
  nChanged 1
		SP:Iteration 51Q (32213.280000 sec): 3 clusters
  Score: Raw -645443.596560 + Penalty 2790.137590 = -642653.458970
  nChanged 0
		SP:Iteration 52F (32213.490000 sec): 3 clusters
  Score: Raw -645443.596560 + Penalty 2790.137590 = -642653.458970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32213.600000 sec): 2 clusters
  Score: Raw -506353.350948 + Penalty 1367.499563 = -504985.851385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32213.780000 sec): 3 clusters
  Score: Raw -504125.464328 + Penalty 2734.999126 = -501390.465203
  nChanged 1765
		SP:Iteration 1F (32213.990000 sec): 3 clusters
  Score: Raw -505210.166611 + Penalty 2734.999126 = -502475.167485
  nChanged 397
		SP:Iteration 2F (32214.180000 sec): 3 clusters
  Score: Raw -505515.726831 + Penalty 2734.999126 = -502780.727705
  nChanged 309
		SP:Iteration 3F (32214.400000 sec): 3 clusters
  Score: Raw -505745.268928 + Penalty 2734.999126 = -503010.269802
  nChanged 272
		SP:Iteration 4F (32214.560000 sec): 3 clusters
  Score: Raw -505979.970861 + Penalty 2734.999126 = -503244.971735
  nChanged 245
		SP:Iteration 5F (32214.730000 sec): 3 clusters
  Score: Raw -506148.771177 + Penalty 2734.999126 = -503413.772051
  nChanged 200
		SP:Iteration 6Q (32214.900000 sec): 3 clusters
  Score: Raw -506298.753270 + Penalty 2734.999126 = -503563.754144
  nChanged 174
		SP:Iteration 7Q (32215.100000 sec): 3 clusters
  Score: Raw -506422.821574 + Penalty 2734.999126 = -503687.822448
  nChanged 164
		SP:Iteration 8Q (32215.310000 sec): 3 clusters
  Score: Raw -506531.675741 + Penalty 2734.999126 = -503796.676615
  nChanged 133
		SP:Iteration 9Q (32215.510000 sec): 3 clusters
  Score: Raw -506619.766914 + Penalty 2734.999126 = -503884.767788
  nChanged 131
		SP:Iteration 10Q (32215.690000 sec): 3 clusters
  Score: Raw -506718.020167 + Penalty 2734.999126 = -503983.021042
  nChanged 141
		SP:Iteration 11Q (32215.840000 sec): 3 clusters
  Score: Raw -506830.925257 + Penalty 2734.999126 = -504095.926131
  nChanged 122
		SP:Iteration 12Q (32216.020000 sec): 3 clusters
  Score: Raw -506928.263110 + Penalty 2734.999126 = -504193.263985
  nChanged 97
		SP:Iteration 13Q (32216.260000 sec): 3 clusters
  Score: Raw -507003.602092 + Penalty 2734.999126 = -504268.602966
  nChanged 88
		SP:Iteration 14Q (32216.420000 sec): 3 clusters
  Score: Raw -507074.791391 + Penalty 2734.999126 = -504339.792265
  nChanged 76
		SP:Iteration 15Q (32216.600000 sec): 3 clusters
  Score: Raw -507132.652581 + Penalty 2734.999126 = -504397.653456
  nChanged 75
		SP:Iteration 16Q (32216.790000 sec): 3 clusters
  Score: Raw -507176.129870 + Penalty 2734.999126 = -504441.130744
  nChanged 52
		SP:Iteration 17Q (32216.990000 sec): 3 clusters
  Score: Raw -507204.938852 + Penalty 2734.999126 = -504469.939726
  nChanged 34
		SP:Iteration 18Q (32217.170000 sec): 3 clusters
  Score: Raw -507218.244345 + Penalty 2734.999126 = -504483.245220
  nChanged 23
		SP:Iteration 19Q (32217.400000 sec): 3 clusters
  Score: Raw -507226.824746 + Penalty 2734.999126 = -504491.825620
  nChanged 13
		SP:Iteration 20F (32217.560000 sec): 3 clusters
  Score: Raw -507232.233275 + Penalty 2734.999126 = -504497.234149
  nChanged 12
		SP:Iteration 21Q (32217.740000 sec): 3 clusters
  Score: Raw -507235.916538 + Penalty 2734.999126 = -504500.917413
  nChanged 10
		SP:Iteration 22Q (32217.940000 sec): 3 clusters
  Score: Raw -507238.062710 + Penalty 2734.999126 = -504503.063585
  nChanged 6
		SP:Iteration 23Q (32218.100000 sec): 3 clusters
  Score: Raw -507239.936800 + Penalty 2734.999126 = -504504.937674
  nChanged 5
		SP:Iteration 24Q (32218.320000 sec): 3 clusters
  Score: Raw -507241.284441 + Penalty 2734.999126 = -504506.285316
  nChanged 10
		SP:Iteration 25Q (32218.490000 sec): 3 clusters
  Score: Raw -507242.957812 + Penalty 2734.999126 = -504507.958687
  nChanged 4
		SP:Iteration 26Q (32218.730000 sec): 3 clusters
  Score: Raw -507243.947596 + Penalty 2734.999126 = -504508.948470
  nChanged 4
		SP:Iteration 27Q (32218.900000 sec): 3 clusters
  Score: Raw -507244.939325 + Penalty 2734.999126 = -504509.940200
  nChanged 3
		SP:Iteration 28Q (32219.100000 sec): 3 clusters
  Score: Raw -507245.640024 + Penalty 2734.999126 = -504510.640899
  nChanged 2
		SP:Iteration 29Q (32219.320000 sec): 3 clusters
  Score: Raw -507246.038163 + Penalty 2734.999126 = -504511.039038
  nChanged 0
		SP:Iteration 30F (32219.530000 sec): 3 clusters
  Score: Raw -507246.038163 + Penalty 2734.999126 = -504511.039038
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32219.610000 sec): 2 clusters
  Score: Raw -235355.416204 + Penalty 1243.924020 = -234111.492184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32219.780000 sec): 3 clusters
  Score: Raw -234448.684716 + Penalty 2487.848041 = -231960.836675
  nChanged 760
		SP:Iteration 1F (32219.960000 sec): 3 clusters
  Score: Raw -235048.775310 + Penalty 2487.848041 = -232560.927270
  nChanged 220
		SP:Iteration 2F (32220.170000 sec): 3 clusters
  Score: Raw -235278.122810 + Penalty 2487.848041 = -232790.274769
  nChanged 138
		SP:Iteration 3F (32220.350000 sec): 3 clusters
  Score: Raw -235390.918381 + Penalty 2487.848041 = -232903.070340
  nChanged 83
		SP:Iteration 4Q (32220.510000 sec): 3 clusters
  Score: Raw -235450.642903 + Penalty 2487.848041 = -232962.794862
  nChanged 49
		SP:Iteration 5Q (32220.660000 sec): 3 clusters
  Score: Raw -235486.723283 + Penalty 2487.848041 = -232998.875242
  nChanged 49
		SP:Iteration 6Q (32220.830000 sec): 3 clusters
  Score: Raw -235527.992156 + Penalty 2487.848041 = -233040.144116
  nChanged 41
		SP:Iteration 7Q (32221.010000 sec): 3 clusters
  Score: Raw -235576.406958 + Penalty 2487.848041 = -233088.558918
  nChanged 43
		SP:Iteration 8Q (32221.190000 sec): 3 clusters
  Score: Raw -235620.037886 + Penalty 2487.848041 = -233132.189845
  nChanged 50
		SP:Iteration 9Q (32221.370000 sec): 3 clusters
  Score: Raw -235658.471948 + Penalty 2487.848041 = -233170.623907
  nChanged 38
		SP:Iteration 10Q (32221.530000 sec): 3 clusters
  Score: Raw -235686.572057 + Penalty 2487.848041 = -233198.724017
  nChanged 28
		SP:Iteration 11Q (32221.730000 sec): 3 clusters
  Score: Raw -235706.352458 + Penalty 2487.848041 = -233218.504417
  nChanged 23
		SP:Iteration 12Q (32221.910000 sec): 3 clusters
  Score: Raw -235721.183097 + Penalty 2487.848041 = -233233.335057
  nChanged 26
		SP:Iteration 13Q (32222.110000 sec): 3 clusters
  Score: Raw -235745.372233 + Penalty 2487.848041 = -233257.524192
  nChanged 31
		SP:Iteration 14Q (32222.240000 sec): 3 clusters
  Score: Raw -235763.977310 + Penalty 2487.848041 = -233276.129270
  nChanged 15
		SP:Iteration 15Q (32222.410000 sec): 3 clusters
  Score: Raw -235772.929231 + Penalty 2487.848041 = -233285.081191
  nChanged 12
		SP:Iteration 16Q (32222.620000 sec): 3 clusters
  Score: Raw -235781.600412 + Penalty 2487.848041 = -233293.752372
  nChanged 16
		SP:Iteration 17Q (32222.750000 sec): 3 clusters
  Score: Raw -235791.234510 + Penalty 2487.848041 = -233303.386469
  nChanged 15
		SP:Iteration 18Q (32222.930000 sec): 3 clusters
  Score: Raw -235804.035358 + Penalty 2487.848041 = -233316.187318
  nChanged 14
		SP:Iteration 19Q (32223.060000 sec): 3 clusters
  Score: Raw -235812.238924 + Penalty 2487.848041 = -233324.390883
  nChanged 8
		SP:Iteration 20F (32223.220000 sec): 3 clusters
  Score: Raw -235815.143475 + Penalty 2487.848041 = -233327.295434
  nChanged 4
		SP:Iteration 21Q (32223.400000 sec): 3 clusters
  Score: Raw -235816.276688 + Penalty 2487.848041 = -233328.428648
  nChanged 3
		SP:Iteration 22Q (32223.590000 sec): 3 clusters
  Score: Raw -235818.216085 + Penalty 2487.848041 = -233330.368044
  nChanged 4
		SP:Iteration 23Q (32223.770000 sec): 3 clusters
  Score: Raw -235819.969733 + Penalty 2487.848041 = -233332.121693
  nChanged 4
		SP:Iteration 24Q (32223.930000 sec): 3 clusters
  Score: Raw -235821.810204 + Penalty 2487.848041 = -233333.962164
  nChanged 2
		SP:Iteration 25Q (32224.140000 sec): 3 clusters
  Score: Raw -235822.376589 + Penalty 2487.848041 = -233334.528548
  nChanged 2
		SP:Iteration 26Q (32224.310000 sec): 3 clusters
  Score: Raw -235822.826963 + Penalty 2487.848041 = -233334.978922
  nChanged 1
		SP:Iteration 27Q (32224.490000 sec): 3 clusters
  Score: Raw -235823.683168 + Penalty 2487.848041 = -233335.835128
  nChanged 0
		SP:Iteration 28F (32224.690000 sec): 3 clusters
  Score: Raw -235823.683168 + Penalty 2487.848041 = -233335.835128
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32224.810000 sec): 2 clusters
  Score: Raw -635528.407175 + Penalty 1398.494403 = -634129.912773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32225.020000 sec): 3 clusters
  Score: Raw -632679.866405 + Penalty 2796.988805 = -629882.877599
  nChanged 2214
		SP:Iteration 1F (32225.220000 sec): 3 clusters
  Score: Raw -634073.142569 + Penalty 2796.988805 = -631276.153764
  nChanged 519
		SP:Iteration 2F (32225.410000 sec): 3 clusters
  Score: Raw -634554.102601 + Penalty 2796.988805 = -631757.113795
  nChanged 455
		SP:Iteration 3F (32225.630000 sec): 3 clusters
  Score: Raw -635047.302567 + Penalty 2796.988805 = -632250.313761
  nChanged 414
		SP:Iteration 4F (32225.830000 sec): 3 clusters
  Score: Raw -635465.347261 + Penalty 2796.988805 = -632668.358456
  nChanged 357
		SP:Iteration 5F (32225.980000 sec): 3 clusters
  Score: Raw -635796.000814 + Penalty 2796.988805 = -632999.012009
  nChanged 259
		SP:Iteration 6Q (32226.200000 sec): 3 clusters
  Score: Raw -635989.929694 + Penalty 2796.988805 = -633192.940889
  nChanged 197
		SP:Iteration 7Q (32226.390000 sec): 3 clusters
  Score: Raw -636131.258490 + Penalty 2796.988805 = -633334.269685
  nChanged 175
		SP:Iteration 8Q (32226.570000 sec): 3 clusters
  Score: Raw -636255.273187 + Penalty 2796.988805 = -633458.284382
  nChanged 122
		SP:Iteration 9Q (32226.790000 sec): 3 clusters
  Score: Raw -636327.451458 + Penalty 2796.988805 = -633530.462653
  nChanged 98
		SP:Iteration 10Q (32227.000000 sec): 3 clusters
  Score: Raw -636370.617386 + Penalty 2796.988805 = -633573.628581
  nChanged 70
		SP:Iteration 11Q (32227.180000 sec): 3 clusters
  Score: Raw -636406.927339 + Penalty 2796.988805 = -633609.938534
  nChanged 67
		SP:Iteration 12Q (32227.360000 sec): 3 clusters
  Score: Raw -636437.720150 + Penalty 2796.988805 = -633640.731345
  nChanged 42
		SP:Iteration 13Q (32227.530000 sec): 3 clusters
  Score: Raw -636456.413399 + Penalty 2796.988805 = -633659.424594
  nChanged 37
		SP:Iteration 14Q (32227.750000 sec): 3 clusters
  Score: Raw -636467.891937 + Penalty 2796.988805 = -633670.903132
  nChanged 31
		SP:Iteration 15Q (32227.920000 sec): 3 clusters
  Score: Raw -636478.189322 + Penalty 2796.988805 = -633681.200517
  nChanged 26
		SP:Iteration 16Q (32228.100000 sec): 3 clusters
  Score: Raw -636486.795824 + Penalty 2796.988805 = -633689.807019
  nChanged 24
		SP:Iteration 17Q (32228.270000 sec): 3 clusters
  Score: Raw -636496.039245 + Penalty 2796.988805 = -633699.050440
  nChanged 21
		SP:Iteration 18Q (32228.460000 sec): 3 clusters
  Score: Raw -636502.727423 + Penalty 2796.988805 = -633705.738618
  nChanged 18
		SP:Iteration 19Q (32228.680000 sec): 3 clusters
  Score: Raw -636508.247677 + Penalty 2796.988805 = -633711.258872
  nChanged 13
		SP:Iteration 20F (32228.890000 sec): 3 clusters
  Score: Raw -636511.496116 + Penalty 2796.988805 = -633714.507311
  nChanged 13
		SP:Iteration 21Q (32229.050000 sec): 3 clusters
  Score: Raw -636513.733288 + Penalty 2796.988805 = -633716.744482
  nChanged 10
		SP:Iteration 22Q (32229.260000 sec): 3 clusters
  Score: Raw -636516.428406 + Penalty 2796.988805 = -633719.439600
  nChanged 12
		SP:Iteration 23Q (32229.430000 sec): 3 clusters
  Score: Raw -636520.346024 + Penalty 2796.988805 = -633723.357218
  nChanged 11
		SP:Iteration 24Q (32229.670000 sec): 3 clusters
  Score: Raw -636523.148880 + Penalty 2796.988805 = -633726.160075
  nChanged 10
		SP:Iteration 25Q (32229.860000 sec): 3 clusters
  Score: Raw -636526.995592 + Penalty 2796.988805 = -633730.006787
  nChanged 13
		SP:Iteration 26Q (32230.060000 sec): 3 clusters
  Score: Raw -636529.844052 + Penalty 2796.988805 = -633732.855246
  nChanged 13
		SP:Iteration 27Q (32230.240000 sec): 3 clusters
  Score: Raw -636531.995707 + Penalty 2796.988805 = -633735.006902
  nChanged 8
		SP:Iteration 28Q (32230.430000 sec): 3 clusters
  Score: Raw -636533.672256 + Penalty 2796.988805 = -633736.683451
  nChanged 7
		SP:Iteration 29Q (32230.660000 sec): 3 clusters
  Score: Raw -636535.476313 + Penalty 2796.988805 = -633738.487508
  nChanged 10
		SP:Iteration 30Q (32230.860000 sec): 3 clusters
  Score: Raw -636539.379910 + Penalty 2796.988805 = -633742.391105
  nChanged 8
		SP:Iteration 31Q (32231.030000 sec): 3 clusters
  Score: Raw -636541.220569 + Penalty 2796.988805 = -633744.231764
  nChanged 9
		SP:Iteration 32Q (32231.240000 sec): 3 clusters
  Score: Raw -636542.864528 + Penalty 2796.988805 = -633745.875723
  nChanged 5
		SP:Iteration 33Q (32231.470000 sec): 3 clusters
  Score: Raw -636544.295569 + Penalty 2796.988805 = -633747.306764
  nChanged 4
		SP:Iteration 34Q (32231.640000 sec): 3 clusters
  Score: Raw -636545.263625 + Penalty 2796.988805 = -633748.274820
  nChanged 4
		SP:Iteration 35Q (32231.850000 sec): 3 clusters
  Score: Raw -636547.234515 + Penalty 2796.988805 = -633750.245710
  nChanged 6
		SP:Iteration 36Q (32232.070000 sec): 3 clusters
  Score: Raw -636548.618278 + Penalty 2796.988805 = -633751.629473
  nChanged 3
		SP:Iteration 37Q (32232.250000 sec): 3 clusters
  Score: Raw -636549.050781 + Penalty 2796.988805 = -633752.061976
  nChanged 2
		SP:Iteration 38Q (32232.510000 sec): 3 clusters
  Score: Raw -636549.270373 + Penalty 2796.988805 = -633752.281567
  nChanged 0
		SP:Iteration 39F (32232.670000 sec): 3 clusters
  Score: Raw -636549.270373 + Penalty 2796.988805 = -633752.281567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32232.750000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32232.910000 sec): 3 clusters
  Score: Raw -189785.567610 + Penalty 2405.796744 = -187379.770866
  nChanged 537
		SP:Iteration 1F (32233.120000 sec): 3 clusters
  Score: Raw -190165.799824 + Penalty 2405.796744 = -187760.003079
  nChanged 123
		SP:Iteration 2F (32233.310000 sec): 3 clusters
  Score: Raw -190273.449017 + Penalty 2405.796744 = -187867.652273
  nChanged 80
		SP:Iteration 3Q (32233.450000 sec): 3 clusters
  Score: Raw -190340.897533 + Penalty 2405.796744 = -187935.100789
  nChanged 80
		SP:Iteration 4Q (32233.640000 sec): 3 clusters
  Score: Raw -190407.213919 + Penalty 2405.796744 = -188001.417175
  nChanged 52
		SP:Iteration 5Q (32233.800000 sec): 3 clusters
  Score: Raw -190453.174920 + Penalty 2405.796744 = -188047.378176
  nChanged 46
		SP:Iteration 6Q (32233.950000 sec): 3 clusters
  Score: Raw -190508.735324 + Penalty 2405.796744 = -188102.938580
  nChanged 53
		SP:Iteration 7Q (32234.120000 sec): 3 clusters
  Score: Raw -190567.198410 + Penalty 2405.796744 = -188161.401666
  nChanged 45
		SP:Iteration 8Q (32234.310000 sec): 3 clusters
  Score: Raw -190614.632752 + Penalty 2405.796744 = -188208.836008
  nChanged 41
		SP:Iteration 9Q (32234.480000 sec): 3 clusters
  Score: Raw -190658.002549 + Penalty 2405.796744 = -188252.205805
  nChanged 48
		SP:Iteration 10Q (32234.670000 sec): 3 clusters
  Score: Raw -190706.416048 + Penalty 2405.796744 = -188300.619303
  nChanged 47
		SP:Iteration 11Q (32234.830000 sec): 3 clusters
  Score: Raw -190752.890300 + Penalty 2405.796744 = -188347.093555
  nChanged 34
		SP:Iteration 12Q (32234.980000 sec): 3 clusters
  Score: Raw -190792.675022 + Penalty 2405.796744 = -188386.878278
  nChanged 37
		SP:Iteration 13Q (32235.160000 sec): 3 clusters
  Score: Raw -190832.731335 + Penalty 2405.796744 = -188426.934591
  nChanged 34
		SP:Iteration 14Q (32235.340000 sec): 3 clusters
  Score: Raw -190870.879455 + Penalty 2405.796744 = -188465.082710
  nChanged 39
		SP:Iteration 15Q (32235.550000 sec): 3 clusters
  Score: Raw -190914.164612 + Penalty 2405.796744 = -188508.367868
  nChanged 29
		SP:Iteration 16Q (32235.720000 sec): 3 clusters
  Score: Raw -190954.694084 + Penalty 2405.796744 = -188548.897339
  nChanged 35
		SP:Iteration 17Q (32235.890000 sec): 3 clusters
  Score: Raw -191005.062326 + Penalty 2405.796744 = -188599.265581
  nChanged 28
		SP:Iteration 18Q (32236.070000 sec): 3 clusters
  Score: Raw -191049.010228 + Penalty 2405.796744 = -188643.213484
  nChanged 32
		SP:Iteration 19Q (32236.280000 sec): 3 clusters
  Score: Raw -191102.173279 + Penalty 2405.796744 = -188696.376535
  nChanged 39
		SP:Iteration 20F (32236.420000 sec): 3 clusters
  Score: Raw -191157.856351 + Penalty 2405.796744 = -188752.059607
  nChanged 25
		SP:Iteration 21Q (32236.550000 sec): 3 clusters
  Score: Raw -191190.021625 + Penalty 2405.796744 = -188784.224881
  nChanged 18
		SP:Iteration 22Q (32236.740000 sec): 3 clusters
  Score: Raw -191207.085916 + Penalty 2405.796744 = -188801.289172
  nChanged 13
		SP:Iteration 23Q (32236.930000 sec): 3 clusters
  Score: Raw -191215.587008 + Penalty 2405.796744 = -188809.790263
  nChanged 5
		SP:Iteration 24Q (32237.110000 sec): 3 clusters
  Score: Raw -191221.835068 + Penalty 2405.796744 = -188816.038324
  nChanged 3
		SP:Iteration 25Q (32237.280000 sec): 3 clusters
  Score: Raw -191223.795101 + Penalty 2405.796744 = -188817.998357
  nChanged 0
		SP:Iteration 26F (32237.480000 sec): 3 clusters
  Score: Raw -191223.795101 + Penalty 2405.796744 = -188817.998357
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32237.590000 sec): 2 clusters
  Score: Raw -91062.422546 + Penalty 1095.142202 = -89967.280344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32237.770000 sec): 3 clusters
  Score: Raw -90876.319323 + Penalty 2190.284404 = -88686.034919
  nChanged 253
		SP:Iteration 1F (32237.920000 sec): 3 clusters
  Score: Raw -91195.571574 + Penalty 2190.284404 = -89005.287170
  nChanged 76
		SP:Iteration 2F (32238.080000 sec): 3 clusters
  Score: Raw -91348.469582 + Penalty 2190.284404 = -89158.185178
  nChanged 69
		SP:Iteration 3F (32238.280000 sec): 3 clusters
  Score: Raw -91497.523206 + Penalty 2190.284404 = -89307.238802
  nChanged 45
		SP:Iteration 4F (32238.470000 sec): 3 clusters
  Score: Raw -91637.422758 + Penalty 2190.284404 = -89447.138354
  nChanged 40
		SP:Iteration 5Q (32238.610000 sec): 3 clusters
  Score: Raw -91790.103145 + Penalty 2190.284404 = -89599.818741
  nChanged 26
		SP:Iteration 6Q (32238.820000 sec): 3 clusters
  Score: Raw -91831.368414 + Penalty 2190.284404 = -89641.084010
  nChanged 11
		SP:Iteration 7Q (32239.010000 sec): 3 clusters
  Score: Raw -91849.122733 + Penalty 2190.284404 = -89658.838329
  nChanged 9
		SP:Iteration 8Q (32239.170000 sec): 3 clusters
  Score: Raw -91880.197818 + Penalty 2190.284404 = -89689.913415
  nChanged 13
		SP:Iteration 9Q (32239.330000 sec): 3 clusters
  Score: Raw -91894.765311 + Penalty 2190.284404 = -89704.480908
  nChanged 6
		SP:Iteration 10Q (32239.500000 sec): 3 clusters
  Score: Raw -91906.249041 + Penalty 2190.284404 = -89715.964637
  nChanged 8
		SP:Iteration 11Q (32239.680000 sec): 3 clusters
  Score: Raw -91917.806967 + Penalty 2190.284404 = -89727.522564
  nChanged 8
		SP:Iteration 12Q (32239.900000 sec): 3 clusters
  Score: Raw -91928.864676 + Penalty 2190.284404 = -89738.580272
  nChanged 6
		SP:Iteration 13Q (32240.040000 sec): 3 clusters
  Score: Raw -91937.516308 + Penalty 2190.284404 = -89747.231904
  nChanged 5
		SP:Iteration 14Q (32240.210000 sec): 3 clusters
  Score: Raw -91943.229996 + Penalty 2190.284404 = -89752.945592
  nChanged 4
		SP:Iteration 15Q (32240.420000 sec): 3 clusters
  Score: Raw -91946.554724 + Penalty 2190.284404 = -89756.270320
  nChanged 3
		SP:Iteration 16Q (32240.590000 sec): 3 clusters
  Score: Raw -91955.296581 + Penalty 2190.284404 = -89765.012177
  nChanged 3
		SP:Iteration 17Q (32240.770000 sec): 3 clusters
  Score: Raw -91958.332878 + Penalty 2190.284404 = -89768.048474
  nChanged 2
		SP:Iteration 18Q (32240.960000 sec): 3 clusters
  Score: Raw -91962.729365 + Penalty 2190.284404 = -89772.444961
  nChanged 2
		SP:Iteration 19Q (32241.100000 sec): 3 clusters
  Score: Raw -91965.270569 + Penalty 2190.284404 = -89774.986165
  nChanged 2
		SP:Iteration 20F (32241.290000 sec): 3 clusters
  Score: Raw -91967.794024 + Penalty 2190.284404 = -89777.509620
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32241.400000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32241.540000 sec): 3 clusters
  Score: Raw -62281.285901 + Penalty 2034.363976 = -60246.921925
  nChanged 119
		SP:Iteration 1F (32241.750000 sec): 3 clusters
  Score: Raw -62445.501569 + Penalty 2034.363976 = -60411.137593
  nChanged 35
		SP:Iteration 2F (32241.940000 sec): 3 clusters
  Score: Raw -62490.473380 + Penalty 2034.363976 = -60456.109404
  nChanged 12
		SP:Iteration 3Q (32242.110000 sec): 3 clusters
  Score: Raw -62512.583546 + Penalty 2034.363976 = -60478.219570
  nChanged 4
		SP:Iteration 4Q (32242.280000 sec): 3 clusters
  Score: Raw -62518.878756 + Penalty 2034.363976 = -60484.514780
  nChanged 2
		SP:Iteration 5Q (32242.440000 sec): 3 clusters
  Score: Raw -62522.195808 + Penalty 2034.363976 = -60487.831832
  nChanged 3
		SP:Iteration 6Q (32242.630000 sec): 3 clusters
  Score: Raw -62525.542260 + Penalty 2034.363976 = -60491.178284
  nChanged 2
		SP:Iteration 7Q (32242.800000 sec): 3 clusters
  Score: Raw -62528.617630 + Penalty 2034.363976 = -60494.253654
  nChanged 1
		SP:Iteration 8Q (32242.960000 sec): 3 clusters
  Score: Raw -62531.509477 + Penalty 2034.363976 = -60497.145501
  nChanged 2
		SP:Iteration 9Q (32243.160000 sec): 3 clusters
  Score: Raw -62534.692668 + Penalty 2034.363976 = -60500.328693
  nChanged 0
		SP:Iteration 10F (32243.340000 sec): 3 clusters
  Score: Raw -62534.692668 + Penalty 2034.363976 = -60500.328693
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32243.960000 sec): 2 clusters
  Score: Raw -12545627.108570 + Penalty 1875.087904 = -12543752.020667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32244.570000 sec): 3 clusters
  Score: Raw -12479052.505734 + Penalty 3750.175808 = -12475302.329926
  nChanged 48962
		SP:Iteration 1F (32245.270000 sec): 3 clusters
  Score: Raw -12507462.931168 + Penalty 3750.175808 = -12503712.755360
  nChanged 3305
		SP:Iteration 2Q (32245.960000 sec): 3 clusters
  Score: Raw -12508325.807642 + Penalty 3750.175808 = -12504575.631835
  nChanged 4100
		SP:Iteration 3Q (32246.670000 sec): 3 clusters
  Score: Raw -12509786.319241 + Penalty 3750.175808 = -12506036.143434
  nChanged 5525
		SP:Iteration 4F (32247.340000 sec): 3 clusters
  Score: Raw -12512529.422290 + Penalty 3750.175808 = -12508779.246483
  nChanged 7410
		SP:Iteration 5F (32247.900000 sec): 3 clusters
  Score: Raw -12517431.337931 + Penalty 3750.175808 = -12513681.162124
  nChanged 8936
		SP:Iteration 6F (32248.500000 sec): 3 clusters
  Score: Raw -12524903.000779 + Penalty 3750.175808 = -12521152.824971
  nChanged 8945
		SP:Iteration 7F (32249.110000 sec): 3 clusters
  Score: Raw -12533486.279167 + Penalty 3750.175808 = -12529736.103360
  nChanged 6654
		SP:Iteration 8F (32249.760000 sec): 3 clusters
  Score: Raw -12540152.952625 + Penalty 3750.175808 = -12536402.776818
  nChanged 3556
		SP:Iteration 9Q (32250.340000 sec): 3 clusters
  Score: Raw -12543684.849219 + Penalty 3750.175808 = -12539934.673412
  nChanged 1411
		SP:Iteration 10Q (32250.880000 sec): 3 clusters
  Score: Raw -12545039.688501 + Penalty 3750.175808 = -12541289.512693
  nChanged 503
		SP:Iteration 11Q (32251.420000 sec): 3 clusters
  Score: Raw -12545541.589030 + Penalty 3750.175808 = -12541791.413222
  nChanged 212
		SP:Iteration 12Q (32251.970000 sec): 3 clusters
  Score: Raw -12545768.973504 + Penalty 3750.175808 = -12542018.797697
  nChanged 128
		SP:Iteration 13Q (32252.590000 sec): 3 clusters
  Score: Raw -12545890.177185 + Penalty 3750.175808 = -12542140.001378
  nChanged 97
		SP:Iteration 14Q (32253.220000 sec): 3 clusters
  Score: Raw -12545960.415792 + Penalty 3750.175808 = -12542210.239985
  nChanged 63
		SP:Iteration 15Q (32253.860000 sec): 3 clusters
  Score: Raw -12546003.745591 + Penalty 3750.175808 = -12542253.569783
  nChanged 45
		SP:Iteration 16Q (32254.500000 sec): 3 clusters
  Score: Raw -12546025.991644 + Penalty 3750.175808 = -12542275.815837
  nChanged 41
		SP:Iteration 17Q (32255.100000 sec): 3 clusters
  Score: Raw -12546044.999569 + Penalty 3750.175808 = -12542294.823762
  nChanged 36
		SP:Iteration 18Q (32255.700000 sec): 3 clusters
  Score: Raw -12546059.056129 + Penalty 3750.175808 = -12542308.880321
  nChanged 19
		SP:Iteration 19Q (32256.250000 sec): 3 clusters
  Score: Raw -12546066.802663 + Penalty 3750.175808 = -12542316.626855
  nChanged 16
		SP:Iteration 20F (32256.840000 sec): 3 clusters
  Score: Raw -12546071.793585 + Penalty 3750.175808 = -12542321.617777
  nChanged 14
		SP:Iteration 21Q (32257.360000 sec): 3 clusters
  Score: Raw -12546076.410231 + Penalty 3750.175808 = -12542326.234423
  nChanged 9
		SP:Iteration 22Q (32257.920000 sec): 3 clusters
  Score: Raw -12546079.458127 + Penalty 3750.175808 = -12542329.282320
  nChanged 7
		SP:Iteration 23Q (32258.510000 sec): 3 clusters
  Score: Raw -12546081.848700 + Penalty 3750.175808 = -12542331.672893
  nChanged 9
		SP:Iteration 24Q (32259.060000 sec): 3 clusters
  Score: Raw -12546084.603357 + Penalty 3750.175808 = -12542334.427549
  nChanged 3
		SP:Iteration 25Q (32259.630000 sec): 3 clusters
  Score: Raw -12546085.980717 + Penalty 3750.175808 = -12542335.804910
  nChanged 6
		SP:Iteration 26Q (32260.190000 sec): 3 clusters
  Score: Raw -12546088.084775 + Penalty 3750.175808 = -12542337.908967
  nChanged 4
		SP:Iteration 27Q (32260.700000 sec): 3 clusters
  Score: Raw -12546090.182241 + Penalty 3750.175808 = -12542340.006433
  nChanged 5
		SP:Iteration 28Q (32261.250000 sec): 3 clusters
  Score: Raw -12546091.369687 + Penalty 3750.175808 = -12542341.193879
  nChanged 0
		SP:Iteration 29F (32261.830000 sec): 3 clusters
  Score: Raw -12546091.369687 + Penalty 3750.175808 = -12542341.193879
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32262.020000 sec): 2 clusters
  Score: Raw -1599164.288132 + Penalty 1541.709271 = -1597622.578862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32262.250000 sec): 3 clusters
  Score: Raw -1591522.413000 + Penalty 3083.418541 = -1588438.994459
  nChanged 5814
		SP:Iteration 1F (32262.520000 sec): 3 clusters
  Score: Raw -1595329.802531 + Penalty 3083.418541 = -1592246.383990
  nChanged 1114
		SP:Iteration 2F (32262.720000 sec): 3 clusters
  Score: Raw -1596218.653086 + Penalty 3083.418541 = -1593135.234545
  nChanged 1031
		SP:Iteration 3F (32262.970000 sec): 3 clusters
  Score: Raw -1597089.822082 + Penalty 3083.418541 = -1594006.403541
  nChanged 926
		SP:Iteration 4F (32263.200000 sec): 3 clusters
  Score: Raw -1597802.364278 + Penalty 3083.418541 = -1594718.945737
  nChanged 790
		SP:Iteration 5F (32263.430000 sec): 3 clusters
  Score: Raw -1598341.188473 + Penalty 3083.418541 = -1595257.769932
  nChanged 629
		SP:Iteration 6Q (32263.670000 sec): 3 clusters
  Score: Raw -1598690.943962 + Penalty 3083.418541 = -1595607.525420
  nChanged 429
		SP:Iteration 7Q (32263.910000 sec): 3 clusters
  Score: Raw -1598897.046137 + Penalty 3083.418541 = -1595813.627596
  nChanged 299
		SP:Iteration 8Q (32264.130000 sec): 3 clusters
  Score: Raw -1599029.166814 + Penalty 3083.418541 = -1595945.748273
  nChanged 262
		SP:Iteration 9Q (32264.370000 sec): 3 clusters
  Score: Raw -1599154.222427 + Penalty 3083.418541 = -1596070.803886
  nChanged 243
		SP:Iteration 10Q (32264.590000 sec): 3 clusters
  Score: Raw -1599258.111100 + Penalty 3083.418541 = -1596174.692559
  nChanged 201
		SP:Iteration 11Q (32264.790000 sec): 3 clusters
  Score: Raw -1599335.742531 + Penalty 3083.418541 = -1596252.323990
  nChanged 164
		SP:Iteration 12Q (32265.010000 sec): 3 clusters
  Score: Raw -1599390.387140 + Penalty 3083.418541 = -1596306.968599
  nChanged 145
		SP:Iteration 13Q (32265.240000 sec): 3 clusters
  Score: Raw -1599440.000657 + Penalty 3083.418541 = -1596356.582115
  nChanged 138
		SP:Iteration 14Q (32265.510000 sec): 3 clusters
  Score: Raw -1599491.647431 + Penalty 3083.418541 = -1596408.228890
  nChanged 141
		SP:Iteration 15Q (32265.710000 sec): 3 clusters
  Score: Raw -1599542.834445 + Penalty 3083.418541 = -1596459.415904
  nChanged 135
		SP:Iteration 16Q (32265.960000 sec): 3 clusters
  Score: Raw -1599591.233387 + Penalty 3083.418541 = -1596507.814846
  nChanged 122
		SP:Iteration 17Q (32266.170000 sec): 3 clusters
  Score: Raw -1599632.323619 + Penalty 3083.418541 = -1596548.905078
  nChanged 113
		SP:Iteration 18Q (32266.410000 sec): 3 clusters
  Score: Raw -1599666.934095 + Penalty 3083.418541 = -1596583.515553
  nChanged 109
		SP:Iteration 19Q (32266.630000 sec): 3 clusters
  Score: Raw -1599698.533664 + Penalty 3083.418541 = -1596615.115123
  nChanged 105
		SP:Iteration 20F (32266.890000 sec): 3 clusters
  Score: Raw -1599734.121037 + Penalty 3083.418541 = -1596650.702496
  nChanged 100
		SP:Iteration 21Q (32267.110000 sec): 3 clusters
  Score: Raw -1599762.788480 + Penalty 3083.418541 = -1596679.369939
  nChanged 83
		SP:Iteration 22Q (32267.340000 sec): 3 clusters
  Score: Raw -1599785.124650 + Penalty 3083.418541 = -1596701.706109
  nChanged 90
		SP:Iteration 23Q (32267.590000 sec): 3 clusters
  Score: Raw -1599808.802548 + Penalty 3083.418541 = -1596725.384007
  nChanged 84
		SP:Iteration 24Q (32267.800000 sec): 3 clusters
  Score: Raw -1599833.297370 + Penalty 3083.418541 = -1596749.878829
  nChanged 83
		SP:Iteration 25Q (32268.050000 sec): 3 clusters
  Score: Raw -1599856.887114 + Penalty 3083.418541 = -1596773.468573
  nChanged 71
		SP:Iteration 26Q (32268.270000 sec): 3 clusters
  Score: Raw -1599878.021790 + Penalty 3083.418541 = -1596794.603249
  nChanged 68
		SP:Iteration 27Q (32268.490000 sec): 3 clusters
  Score: Raw -1599895.553994 + Penalty 3083.418541 = -1596812.135452
  nChanged 60
		SP:Iteration 28Q (32268.750000 sec): 3 clusters
  Score: Raw -1599911.289819 + Penalty 3083.418541 = -1596827.871278
  nChanged 53
		SP:Iteration 29Q (32268.970000 sec): 3 clusters
  Score: Raw -1599923.873476 + Penalty 3083.418541 = -1596840.454935
  nChanged 50
		SP:Iteration 30Q (32269.200000 sec): 3 clusters
  Score: Raw -1599936.980168 + Penalty 3083.418541 = -1596853.561627
  nChanged 45
		SP:Iteration 31Q (32269.400000 sec): 3 clusters
  Score: Raw -1599947.664860 + Penalty 3083.418541 = -1596864.246319
  nChanged 38
		SP:Iteration 32Q (32269.620000 sec): 3 clusters
  Score: Raw -1599954.825727 + Penalty 3083.418541 = -1596871.407186
  nChanged 25
		SP:Iteration 33Q (32269.880000 sec): 3 clusters
  Score: Raw -1599960.194920 + Penalty 3083.418541 = -1596876.776379
  nChanged 29
		SP:Iteration 34Q (32270.090000 sec): 3 clusters
  Score: Raw -1599968.650970 + Penalty 3083.418541 = -1596885.232429
  nChanged 44
		SP:Iteration 35Q (32270.300000 sec): 3 clusters
  Score: Raw -1599979.673883 + Penalty 3083.418541 = -1596896.255341
  nChanged 38
		SP:Iteration 36Q (32270.560000 sec): 3 clusters
  Score: Raw -1599990.588270 + Penalty 3083.418541 = -1596907.169729
  nChanged 38
		SP:Iteration 37Q (32270.760000 sec): 3 clusters
  Score: Raw -1600002.825517 + Penalty 3083.418541 = -1596919.406976
  nChanged 49
		SP:Iteration 38Q (32270.990000 sec): 3 clusters
  Score: Raw -1600016.318583 + Penalty 3083.418541 = -1596932.900042
  nChanged 46
		SP:Iteration 39Q (32271.240000 sec): 3 clusters
  Score: Raw -1600032.868653 + Penalty 3083.418541 = -1596949.450112
  nChanged 43
		SP:Iteration 40F (32271.460000 sec): 3 clusters
  Score: Raw -1600047.030427 + Penalty 3083.418541 = -1596963.611886
  nChanged 37
		SP:Iteration 41Q (32271.700000 sec): 3 clusters
  Score: Raw -1600059.582086 + Penalty 3083.418541 = -1596976.163545
  nChanged 32
		SP:Iteration 42Q (32271.950000 sec): 3 clusters
  Score: Raw -1600066.480241 + Penalty 3083.418541 = -1596983.061700
  nChanged 17
		SP:Iteration 43Q (32272.190000 sec): 3 clusters
  Score: Raw -1600069.741882 + Penalty 3083.418541 = -1596986.323341
  nChanged 15
		SP:Iteration 44Q (32272.430000 sec): 3 clusters
  Score: Raw -1600072.005309 + Penalty 3083.418541 = -1596988.586768
  nChanged 16
		SP:Iteration 45Q (32272.640000 sec): 3 clusters
  Score: Raw -1600073.676593 + Penalty 3083.418541 = -1596990.258052
  nChanged 9
		SP:Iteration 46Q (32272.860000 sec): 3 clusters
  Score: Raw -1600074.749465 + Penalty 3083.418541 = -1596991.330923
  nChanged 5
		SP:Iteration 47Q (32273.070000 sec): 3 clusters
  Score: Raw -1600075.396285 + Penalty 3083.418541 = -1596991.977744
  nChanged 5
		SP:Iteration 48Q (32273.330000 sec): 3 clusters
  Score: Raw -1600075.871510 + Penalty 3083.418541 = -1596992.452969
  nChanged 3
		SP:Iteration 49Q (32273.600000 sec): 3 clusters
  Score: Raw -1600076.096218 + Penalty 3083.418541 = -1596992.677677
  nChanged 2
		SP:Iteration 50Q (32273.840000 sec): 3 clusters
  Score: Raw -1600076.332704 + Penalty 3083.418541 = -1596992.914163
  nChanged 2
		SP:Iteration 51Q (32274.070000 sec): 3 clusters
  Score: Raw -1600076.478347 + Penalty 3083.418541 = -1596993.059806
  nChanged 1
		SP:Iteration 52Q (32274.290000 sec): 3 clusters
  Score: Raw -1600076.515589 + Penalty 3083.418541 = -1596993.097048
  nChanged 0
		SP:Iteration 53F (32274.520000 sec): 3 clusters
  Score: Raw -1600076.515589 + Penalty 3083.418541 = -1596993.097048
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32274.630000 sec): 2 clusters
  Score: Raw -141499.706482 + Penalty 1153.082648 = -140346.623834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32274.820000 sec): 3 clusters
  Score: Raw -141080.088690 + Penalty 2306.165297 = -138773.923393
  nChanged 341
		SP:Iteration 1F (32275.000000 sec): 3 clusters
  Score: Raw -141367.325966 + Penalty 2306.165297 = -139061.160669
  nChanged 91
		SP:Iteration 2F (32275.180000 sec): 3 clusters
  Score: Raw -141452.928835 + Penalty 2306.165297 = -139146.763538
  nChanged 51
		SP:Iteration 3Q (32275.370000 sec): 3 clusters
  Score: Raw -141503.288115 + Penalty 2306.165297 = -139197.122818
  nChanged 38
		SP:Iteration 4Q (32275.560000 sec): 3 clusters
  Score: Raw -141539.281395 + Penalty 2306.165297 = -139233.116099
  nChanged 35
		SP:Iteration 5Q (32275.700000 sec): 3 clusters
  Score: Raw -141563.141744 + Penalty 2306.165297 = -139256.976447
  nChanged 17
		SP:Iteration 6Q (32275.900000 sec): 3 clusters
  Score: Raw -141579.469840 + Penalty 2306.165297 = -139273.304543
  nChanged 14
		SP:Iteration 7Q (32276.070000 sec): 3 clusters
  Score: Raw -141596.153096 + Penalty 2306.165297 = -139289.987799
  nChanged 27
		SP:Iteration 8Q (32276.260000 sec): 3 clusters
  Score: Raw -141627.080011 + Penalty 2306.165297 = -139320.914714
  nChanged 26
		SP:Iteration 9Q (32276.490000 sec): 3 clusters
  Score: Raw -141660.671035 + Penalty 2306.165297 = -139354.505738
  nChanged 23
		SP:Iteration 10Q (32276.640000 sec): 3 clusters
  Score: Raw -141686.856092 + Penalty 2306.165297 = -139380.690796
  nChanged 18
		SP:Iteration 11Q (32276.820000 sec): 3 clusters
  Score: Raw -141705.629560 + Penalty 2306.165297 = -139399.464263
  nChanged 21
		SP:Iteration 12Q (32277.040000 sec): 3 clusters
  Score: Raw -141730.317062 + Penalty 2306.165297 = -139424.151766
  nChanged 21
		SP:Iteration 13Q (32277.190000 sec): 3 clusters
  Score: Raw -141751.324819 + Penalty 2306.165297 = -139445.159522
  nChanged 21
		SP:Iteration 14Q (32277.350000 sec): 3 clusters
  Score: Raw -141780.830534 + Penalty 2306.165297 = -139474.665237
  nChanged 18
		SP:Iteration 15Q (32277.590000 sec): 3 clusters
  Score: Raw -141819.448972 + Penalty 2306.165297 = -139513.283675
  nChanged 30
		SP:Iteration 16Q (32277.770000 sec): 3 clusters
  Score: Raw -141860.772723 + Penalty 2306.165297 = -139554.607426
  nChanged 29
		SP:Iteration 17Q (32277.920000 sec): 3 clusters
  Score: Raw -141906.928954 + Penalty 2306.165297 = -139600.763657
  nChanged 23
		SP:Iteration 18Q (32278.090000 sec): 3 clusters
  Score: Raw -141944.750169 + Penalty 2306.165297 = -139638.584873
  nChanged 26
		SP:Iteration 19Q (32278.310000 sec): 3 clusters
  Score: Raw -141992.239880 + Penalty 2306.165297 = -139686.074584
  nChanged 27
		SP:Iteration 20F (32278.480000 sec): 3 clusters
  Score: Raw -142046.461068 + Penalty 2306.165297 = -139740.295771
  nChanged 27
		SP:Iteration 21Q (32278.620000 sec): 3 clusters
  Score: Raw -142135.787550 + Penalty 2306.165297 = -139829.622253
  nChanged 26
		SP:Iteration 22Q (32278.810000 sec): 3 clusters
  Score: Raw -142232.048927 + Penalty 2306.165297 = -139925.883630
  nChanged 33
		SP:Iteration 23Q (32278.990000 sec): 3 clusters
  Score: Raw -142272.077387 + Penalty 2306.165297 = -139965.912090
  nChanged 17
		SP:Iteration 24Q (32279.190000 sec): 3 clusters
  Score: Raw -142295.304732 + Penalty 2306.165297 = -139989.139435
  nChanged 17
		SP:Iteration 25Q (32279.330000 sec): 3 clusters
  Score: Raw -142312.937170 + Penalty 2306.165297 = -140006.771873
  nChanged 11
		SP:Iteration 26Q (32279.540000 sec): 3 clusters
  Score: Raw -142324.134028 + Penalty 2306.165297 = -140017.968731
  nChanged 10
		SP:Iteration 27Q (32279.710000 sec): 3 clusters
  Score: Raw -142334.710370 + Penalty 2306.165297 = -140028.545073
  nChanged 6
		SP:Iteration 28Q (32279.880000 sec): 3 clusters
  Score: Raw -142339.467532 + Penalty 2306.165297 = -140033.302235
  nChanged 12
		SP:Iteration 29Q (32280.070000 sec): 3 clusters
  Score: Raw -142356.975344 + Penalty 2306.165297 = -140050.810047
  nChanged 12
		SP:Iteration 30Q (32280.250000 sec): 3 clusters
  Score: Raw -142374.975958 + Penalty 2306.165297 = -140068.810662
  nChanged 14
		SP:Iteration 31Q (32280.400000 sec): 3 clusters
  Score: Raw -142394.265860 + Penalty 2306.165297 = -140088.100563
  nChanged 5
		SP:Iteration 32Q (32280.580000 sec): 3 clusters
  Score: Raw -142400.030754 + Penalty 2306.165297 = -140093.865458
  nChanged 3
		SP:Iteration 33Q (32280.760000 sec): 3 clusters
  Score: Raw -142404.330929 + Penalty 2306.165297 = -140098.165632
  nChanged 4
		SP:Iteration 34Q (32280.920000 sec): 3 clusters
  Score: Raw -142408.543813 + Penalty 2306.165297 = -140102.378516
  nChanged 4
		SP:Iteration 35Q (32281.120000 sec): 3 clusters
  Score: Raw -142412.940155 + Penalty 2306.165297 = -140106.774858
  nChanged 2
		SP:Iteration 36Q (32281.290000 sec): 3 clusters
  Score: Raw -142413.948755 + Penalty 2306.165297 = -140107.783458
  nChanged 2
		SP:Iteration 37Q (32281.470000 sec): 3 clusters
  Score: Raw -142415.636746 + Penalty 2306.165297 = -140109.471449
  nChanged 0
		SP:Iteration 38F (32281.660000 sec): 3 clusters
  Score: Raw -142415.636746 + Penalty 2306.165297 = -140109.471449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32281.770000 sec): 2 clusters
  Score: Raw -537537.668609 + Penalty 1377.240960 = -536160.427648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32281.950000 sec): 3 clusters
  Score: Raw -534993.599681 + Penalty 2754.481921 = -532239.117760
  nChanged 2000
		SP:Iteration 1F (32282.130000 sec): 3 clusters
  Score: Raw -536160.736176 + Penalty 2754.481921 = -533406.254256
  nChanged 392
		SP:Iteration 2F (32282.300000 sec): 3 clusters
  Score: Raw -536450.308295 + Penalty 2754.481921 = -533695.826374
  nChanged 361
		SP:Iteration 3F (32282.480000 sec): 3 clusters
  Score: Raw -536810.108312 + Penalty 2754.481921 = -534055.626391
  nChanged 348
		SP:Iteration 4F (32282.690000 sec): 3 clusters
  Score: Raw -537221.499482 + Penalty 2754.481921 = -534467.017561
  nChanged 345
		SP:Iteration 5F (32282.890000 sec): 3 clusters
  Score: Raw -537580.367196 + Penalty 2754.481921 = -534825.885275
  nChanged 304
		SP:Iteration 6F (32283.010000 sec): 3 clusters
  Score: Raw -537831.267424 + Penalty 2754.481921 = -535076.785503
  nChanged 240
		SP:Iteration 7F (32283.190000 sec): 3 clusters
  Score: Raw -538001.443317 + Penalty 2754.481921 = -535246.961396
  nChanged 164
		SP:Iteration 8Q (32283.380000 sec): 3 clusters
  Score: Raw -538096.831213 + Penalty 2754.481921 = -535342.349292
  nChanged 131
		SP:Iteration 9Q (32283.590000 sec): 3 clusters
  Score: Raw -538160.726989 + Penalty 2754.481921 = -535406.245068
  nChanged 91
		SP:Iteration 10Q (32283.770000 sec): 3 clusters
  Score: Raw -538208.942409 + Penalty 2754.481921 = -535454.460489
  nChanged 77
		SP:Iteration 11Q (32284.010000 sec): 3 clusters
  Score: Raw -538242.764256 + Penalty 2754.481921 = -535488.282335
  nChanged 55
		SP:Iteration 12Q (32284.190000 sec): 3 clusters
  Score: Raw -538265.944427 + Penalty 2754.481921 = -535511.462506
  nChanged 45
		SP:Iteration 13Q (32284.380000 sec): 3 clusters
  Score: Raw -538282.155732 + Penalty 2754.481921 = -535527.673812
  nChanged 28
		SP:Iteration 14Q (32284.550000 sec): 3 clusters
  Score: Raw -538290.394893 + Penalty 2754.481921 = -535535.912973
  nChanged 22
		SP:Iteration 15Q (32284.690000 sec): 3 clusters
  Score: Raw -538298.300426 + Penalty 2754.481921 = -535543.818505
  nChanged 14
		SP:Iteration 16Q (32284.900000 sec): 3 clusters
  Score: Raw -538301.095851 + Penalty 2754.481921 = -535546.613930
  nChanged 6
		SP:Iteration 17Q (32285.070000 sec): 3 clusters
  Score: Raw -538302.074987 + Penalty 2754.481921 = -535547.593066
  nChanged 4
		SP:Iteration 18Q (32285.270000 sec): 3 clusters
  Score: Raw -538302.588929 + Penalty 2754.481921 = -535548.107009
  nChanged 1
		SP:Iteration 19Q (32285.450000 sec): 3 clusters
  Score: Raw -538302.904289 + Penalty 2754.481921 = -535548.422368
  nChanged 3
		SP:Iteration 20F (32285.640000 sec): 3 clusters
  Score: Raw -538303.691079 + Penalty 2754.481921 = -535549.209158
  nChanged 4
		SP:Iteration 21Q (32285.830000 sec): 3 clusters
  Score: Raw -538304.638487 + Penalty 2754.481921 = -535550.156566
  nChanged 2
		SP:Iteration 22Q (32286.030000 sec): 3 clusters
  Score: Raw -538305.052421 + Penalty 2754.481921 = -535550.570500
  nChanged 2
		SP:Iteration 23Q (32286.190000 sec): 3 clusters
  Score: Raw -538305.470555 + Penalty 2754.481921 = -535550.988634
  nChanged 0
		SP:Iteration 24F (32286.370000 sec): 3 clusters
  Score: Raw -538305.470555 + Penalty 2754.481921 = -535550.988634
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32286.480000 sec): 2 clusters
  Score: Raw -142910.708637 + Penalty 1178.112900 = -141732.595737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32286.650000 sec): 3 clusters
  Score: Raw -142383.151597 + Penalty 2356.225799 = -140026.925798
  nChanged 472
		SP:Iteration 1F (32286.840000 sec): 3 clusters
  Score: Raw -142822.412421 + Penalty 2356.225799 = -140466.186622
  nChanged 131
		SP:Iteration 2F (32287.030000 sec): 3 clusters
  Score: Raw -142984.609897 + Penalty 2356.225799 = -140628.384098
  nChanged 86
		SP:Iteration 3F (32287.200000 sec): 3 clusters
  Score: Raw -143086.056181 + Penalty 2356.225799 = -140729.830382
  nChanged 64
		SP:Iteration 4Q (32287.380000 sec): 3 clusters
  Score: Raw -143168.509723 + Penalty 2356.225799 = -140812.283923
  nChanged 51
		SP:Iteration 5Q (32287.560000 sec): 3 clusters
  Score: Raw -143214.680468 + Penalty 2356.225799 = -140858.454669
  nChanged 31
		SP:Iteration 6Q (32287.740000 sec): 3 clusters
  Score: Raw -143243.280553 + Penalty 2356.225799 = -140887.054753
  nChanged 23
		SP:Iteration 7Q (32287.910000 sec): 3 clusters
  Score: Raw -143264.133855 + Penalty 2356.225799 = -140907.908056
  nChanged 28
		SP:Iteration 8Q (32288.090000 sec): 3 clusters
  Score: Raw -143296.703237 + Penalty 2356.225799 = -140940.477437
  nChanged 27
		SP:Iteration 9Q (32288.270000 sec): 3 clusters
  Score: Raw -143321.921178 + Penalty 2356.225799 = -140965.695378
  nChanged 24
		SP:Iteration 10Q (32288.430000 sec): 3 clusters
  Score: Raw -143339.721397 + Penalty 2356.225799 = -140983.495598
  nChanged 19
		SP:Iteration 11Q (32288.600000 sec): 3 clusters
  Score: Raw -143358.908805 + Penalty 2356.225799 = -141002.683006
  nChanged 19
		SP:Iteration 12Q (32288.760000 sec): 3 clusters
  Score: Raw -143371.958153 + Penalty 2356.225799 = -141015.732354
  nChanged 17
		SP:Iteration 13Q (32288.930000 sec): 3 clusters
  Score: Raw -143383.510564 + Penalty 2356.225799 = -141027.284764
  nChanged 15
		SP:Iteration 14Q (32289.110000 sec): 3 clusters
  Score: Raw -143396.086294 + Penalty 2356.225799 = -141039.860495
  nChanged 12
		SP:Iteration 15Q (32289.270000 sec): 3 clusters
  Score: Raw -143404.038020 + Penalty 2356.225799 = -141047.812220
  nChanged 11
		SP:Iteration 16Q (32289.440000 sec): 3 clusters
  Score: Raw -143412.515021 + Penalty 2356.225799 = -141056.289222
  nChanged 8
		SP:Iteration 17Q (32289.590000 sec): 3 clusters
  Score: Raw -143420.830093 + Penalty 2356.225799 = -141064.604293
  nChanged 7
		SP:Iteration 18Q (32289.800000 sec): 3 clusters
  Score: Raw -143425.492514 + Penalty 2356.225799 = -141069.266714
  nChanged 8
		SP:Iteration 19Q (32289.990000 sec): 3 clusters
  Score: Raw -143429.041145 + Penalty 2356.225799 = -141072.815346
  nChanged 5
		SP:Iteration 20F (32290.130000 sec): 3 clusters
  Score: Raw -143430.163430 + Penalty 2356.225799 = -141073.937630
  nChanged 3
		SP:Iteration 21Q (32290.310000 sec): 3 clusters
  Score: Raw -143430.973556 + Penalty 2356.225799 = -141074.747756
  nChanged 3
		SP:Iteration 22Q (32290.490000 sec): 3 clusters
  Score: Raw -143432.968750 + Penalty 2356.225799 = -141076.742950
  nChanged 2
		SP:Iteration 23Q (32290.680000 sec): 3 clusters
  Score: Raw -143438.538344 + Penalty 2356.225799 = -141082.312545
  nChanged 8
		SP:Iteration 24Q (32290.840000 sec): 3 clusters
  Score: Raw -143444.555404 + Penalty 2356.225799 = -141088.329605
  nChanged 4
		SP:Iteration 25Q (32291.060000 sec): 3 clusters
  Score: Raw -143447.735907 + Penalty 2356.225799 = -141091.510108
  nChanged 4
		SP:Iteration 26Q (32291.210000 sec): 3 clusters
  Score: Raw -143450.971878 + Penalty 2356.225799 = -141094.746079
  nChanged 4
		SP:Iteration 27Q (32291.370000 sec): 3 clusters
  Score: Raw -143454.452760 + Penalty 2356.225799 = -141098.226960
  nChanged 8
		SP:Iteration 28Q (32291.550000 sec): 3 clusters
  Score: Raw -143460.888881 + Penalty 2356.225799 = -141104.663081
  nChanged 7
		SP:Iteration 29Q (32291.730000 sec): 3 clusters
  Score: Raw -143465.961898 + Penalty 2356.225799 = -141109.736099
  nChanged 8
		SP:Iteration 30Q (32291.900000 sec): 3 clusters
  Score: Raw -143472.290152 + Penalty 2356.225799 = -141116.064353
  nChanged 11
		SP:Iteration 31Q (32292.050000 sec): 3 clusters
  Score: Raw -143481.305393 + Penalty 2356.225799 = -141125.079594
  nChanged 11
		SP:Iteration 32Q (32292.230000 sec): 3 clusters
  Score: Raw -143492.854852 + Penalty 2356.225799 = -141136.629052
  nChanged 10
		SP:Iteration 33Q (32292.420000 sec): 3 clusters
  Score: Raw -143499.085319 + Penalty 2356.225799 = -141142.859520
  nChanged 9
		SP:Iteration 34Q (32292.630000 sec): 3 clusters
  Score: Raw -143505.454866 + Penalty 2356.225799 = -141149.229066
  nChanged 10
		SP:Iteration 35Q (32292.790000 sec): 3 clusters
  Score: Raw -143512.115509 + Penalty 2356.225799 = -141155.889709
  nChanged 6
		SP:Iteration 36Q (32292.930000 sec): 3 clusters
  Score: Raw -143515.416168 + Penalty 2356.225799 = -141159.190369
  nChanged 3
		SP:Iteration 37Q (32293.110000 sec): 3 clusters
  Score: Raw -143518.914487 + Penalty 2356.225799 = -141162.688688
  nChanged 3
		SP:Iteration 38Q (32293.290000 sec): 3 clusters
  Score: Raw -143521.361447 + Penalty 2356.225799 = -141165.135648
  nChanged 3
		SP:Iteration 39Q (32293.440000 sec): 3 clusters
  Score: Raw -143523.273259 + Penalty 2356.225799 = -141167.047459
  nChanged 4
		SP:Iteration 40F (32293.660000 sec): 3 clusters
  Score: Raw -143525.552779 + Penalty 2356.225799 = -141169.326980
  nChanged 1
		SP:Iteration 41Q (32293.820000 sec): 3 clusters
  Score: Raw -143527.024146 + Penalty 2356.225799 = -141170.798346
  nChanged 4
		SP:Iteration 42Q (32293.980000 sec): 3 clusters
  Score: Raw -143529.365824 + Penalty 2356.225799 = -141173.140025
  nChanged 1
		SP:Iteration 43Q (32294.140000 sec): 3 clusters
  Score: Raw -143530.045923 + Penalty 2356.225799 = -141173.820123
  nChanged 1
		SP:Iteration 44Q (32294.340000 sec): 3 clusters
  Score: Raw -143530.277249 + Penalty 2356.225799 = -141174.051450
  nChanged 0
		SP:Iteration 45F (32294.500000 sec): 3 clusters
  Score: Raw -143530.277249 + Penalty 2356.225799 = -141174.051450
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32294.600000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32294.780000 sec): 3 clusters
  Score: Raw -134469.357223 + Penalty 2289.026973 = -132180.330250
  nChanged 357
		SP:Iteration 1F (32294.960000 sec): 3 clusters
  Score: Raw -134755.893384 + Penalty 2289.026973 = -132466.866412
  nChanged 81
		SP:Iteration 2F (32295.170000 sec): 3 clusters
  Score: Raw -134817.648585 + Penalty 2289.026973 = -132528.621612
  nChanged 46
		SP:Iteration 3Q (32295.300000 sec): 3 clusters
  Score: Raw -134858.587981 + Penalty 2289.026973 = -132569.561008
  nChanged 37
		SP:Iteration 4Q (32295.500000 sec): 3 clusters
  Score: Raw -134900.562775 + Penalty 2289.026973 = -132611.535803
  nChanged 33
		SP:Iteration 5Q (32295.660000 sec): 3 clusters
  Score: Raw -134932.491229 + Penalty 2289.026973 = -132643.464257
  nChanged 37
		SP:Iteration 6Q (32295.840000 sec): 3 clusters
  Score: Raw -134977.579594 + Penalty 2289.026973 = -132688.552622
  nChanged 36
		SP:Iteration 7Q (32295.990000 sec): 3 clusters
  Score: Raw -135015.432263 + Penalty 2289.026973 = -132726.405291
  nChanged 30
		SP:Iteration 8Q (32296.210000 sec): 3 clusters
  Score: Raw -135040.154048 + Penalty 2289.026973 = -132751.127076
  nChanged 25
		SP:Iteration 9Q (32296.380000 sec): 3 clusters
  Score: Raw -135065.028068 + Penalty 2289.026973 = -132776.001095
  nChanged 24
		SP:Iteration 10Q (32296.540000 sec): 3 clusters
  Score: Raw -135089.468082 + Penalty 2289.026973 = -132800.441109
  nChanged 21
		SP:Iteration 11Q (32296.700000 sec): 3 clusters
  Score: Raw -135111.517552 + Penalty 2289.026973 = -132822.490580
  nChanged 14
		SP:Iteration 12Q (32296.860000 sec): 3 clusters
  Score: Raw -135122.580170 + Penalty 2289.026973 = -132833.553198
  nChanged 14
		SP:Iteration 13Q (32297.020000 sec): 3 clusters
  Score: Raw -135135.906518 + Penalty 2289.026973 = -132846.879545
  nChanged 12
		SP:Iteration 14Q (32297.190000 sec): 3 clusters
  Score: Raw -135146.343432 + Penalty 2289.026973 = -132857.316459
  nChanged 7
		SP:Iteration 15Q (32297.400000 sec): 3 clusters
  Score: Raw -135153.537738 + Penalty 2289.026973 = -132864.510766
  nChanged 9
		SP:Iteration 16Q (32297.520000 sec): 3 clusters
  Score: Raw -135161.057181 + Penalty 2289.026973 = -132872.030208
  nChanged 14
		SP:Iteration 17Q (32297.690000 sec): 3 clusters
  Score: Raw -135174.212513 + Penalty 2289.026973 = -132885.185541
  nChanged 11
		SP:Iteration 18Q (32297.870000 sec): 3 clusters
  Score: Raw -135186.363760 + Penalty 2289.026973 = -132897.336787
  nChanged 11
		SP:Iteration 19Q (32298.010000 sec): 3 clusters
  Score: Raw -135199.033624 + Penalty 2289.026973 = -132910.006651
  nChanged 10
		SP:Iteration 20F (32298.190000 sec): 3 clusters
  Score: Raw -135207.605890 + Penalty 2289.026973 = -132918.578917
  nChanged 5
		SP:Iteration 21Q (32298.340000 sec): 3 clusters
  Score: Raw -135213.025124 + Penalty 2289.026973 = -132923.998151
  nChanged 6
		SP:Iteration 22Q (32298.520000 sec): 3 clusters
  Score: Raw -135218.273445 + Penalty 2289.026973 = -132929.246472
  nChanged 3
		SP:Iteration 23Q (32298.690000 sec): 3 clusters
  Score: Raw -135220.860984 + Penalty 2289.026973 = -132931.834011
  nChanged 3
		SP:Iteration 24Q (32298.840000 sec): 3 clusters
  Score: Raw -135223.147290 + Penalty 2289.026973 = -132934.120317
  nChanged 3
		SP:Iteration 25Q (32298.980000 sec): 3 clusters
  Score: Raw -135226.001981 + Penalty 2289.026973 = -132936.975008
  nChanged 1
		SP:Iteration 26Q (32299.150000 sec): 3 clusters
  Score: Raw -135228.203163 + Penalty 2289.026973 = -132939.176190
  nChanged 2
		SP:Iteration 27Q (32299.350000 sec): 3 clusters
  Score: Raw -135230.356890 + Penalty 2289.026973 = -132941.329917
  nChanged 2
		SP:Iteration 28Q (32299.450000 sec): 3 clusters
  Score: Raw -135231.783200 + Penalty 2289.026973 = -132942.756228
  nChanged 0
		SP:Iteration 29F (32299.630000 sec): 3 clusters
  Score: Raw -135231.783200 + Penalty 2289.026973 = -132942.756228
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32299.750000 sec): 2 clusters
  Score: Raw -729659.539005 + Penalty 1417.498631 = -728242.040373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32299.970000 sec): 3 clusters
  Score: Raw -726399.092357 + Penalty 2834.997263 = -723564.095094
  nChanged 2534
		SP:Iteration 1F (32300.180000 sec): 3 clusters
  Score: Raw -727820.239863 + Penalty 2834.997263 = -724985.242600
  nChanged 488
		SP:Iteration 2F (32300.360000 sec): 3 clusters
  Score: Raw -728151.921554 + Penalty 2834.997263 = -725316.924291
  nChanged 434
		SP:Iteration 3F (32300.540000 sec): 3 clusters
  Score: Raw -728446.813466 + Penalty 2834.997263 = -725611.816203
  nChanged 403
		SP:Iteration 4F (32300.730000 sec): 3 clusters
  Score: Raw -728721.603833 + Penalty 2834.997263 = -725886.606570
  nChanged 351
		SP:Iteration 5F (32300.960000 sec): 3 clusters
  Score: Raw -728946.585682 + Penalty 2834.997263 = -726111.588419
  nChanged 264
		SP:Iteration 6Q (32301.160000 sec): 3 clusters
  Score: Raw -729116.098155 + Penalty 2834.997263 = -726281.100892
  nChanged 235
		SP:Iteration 7Q (32301.350000 sec): 3 clusters
  Score: Raw -729263.560975 + Penalty 2834.997263 = -726428.563712
  nChanged 196
		SP:Iteration 8Q (32301.570000 sec): 3 clusters
  Score: Raw -729373.571740 + Penalty 2834.997263 = -726538.574477
  nChanged 153
		SP:Iteration 9Q (32301.770000 sec): 3 clusters
  Score: Raw -729457.513514 + Penalty 2834.997263 = -726622.516251
  nChanged 130
		SP:Iteration 10Q (32301.970000 sec): 3 clusters
  Score: Raw -729530.361315 + Penalty 2834.997263 = -726695.364052
  nChanged 128
		SP:Iteration 11Q (32302.160000 sec): 3 clusters
  Score: Raw -729598.430533 + Penalty 2834.997263 = -726763.433270
  nChanged 95
		SP:Iteration 12Q (32302.320000 sec): 3 clusters
  Score: Raw -729654.567662 + Penalty 2834.997263 = -726819.570399
  nChanged 101
		SP:Iteration 13Q (32302.500000 sec): 3 clusters
  Score: Raw -729711.593985 + Penalty 2834.997263 = -726876.596722
  nChanged 85
		SP:Iteration 14Q (32302.650000 sec): 3 clusters
  Score: Raw -729754.024612 + Penalty 2834.997263 = -726919.027349
  nChanged 68
		SP:Iteration 15Q (32302.860000 sec): 3 clusters
  Score: Raw -729790.763349 + Penalty 2834.997263 = -726955.766086
  nChanged 64
		SP:Iteration 16Q (32303.030000 sec): 3 clusters
  Score: Raw -729821.322165 + Penalty 2834.997263 = -726986.324902
  nChanged 46
		SP:Iteration 17Q (32303.200000 sec): 3 clusters
  Score: Raw -729843.801860 + Penalty 2834.997263 = -727008.804597
  nChanged 45
		SP:Iteration 18Q (32303.380000 sec): 3 clusters
  Score: Raw -729869.796628 + Penalty 2834.997263 = -727034.799365
  nChanged 43
		SP:Iteration 19Q (32303.550000 sec): 3 clusters
  Score: Raw -729896.682716 + Penalty 2834.997263 = -727061.685453
  nChanged 38
		SP:Iteration 20F (32303.760000 sec): 3 clusters
  Score: Raw -729912.740217 + Penalty 2834.997263 = -727077.742954
  nChanged 27
		SP:Iteration 21Q (32303.950000 sec): 3 clusters
  Score: Raw -729925.440428 + Penalty 2834.997263 = -727090.443166
  nChanged 17
		SP:Iteration 22Q (32304.150000 sec): 3 clusters
  Score: Raw -729934.840728 + Penalty 2834.997263 = -727099.843465
  nChanged 21
		SP:Iteration 23Q (32304.310000 sec): 3 clusters
  Score: Raw -729945.628599 + Penalty 2834.997263 = -727110.631336
  nChanged 15
		SP:Iteration 24Q (32304.490000 sec): 3 clusters
  Score: Raw -729953.144604 + Penalty 2834.997263 = -727118.147341
  nChanged 8
		SP:Iteration 25Q (32304.690000 sec): 3 clusters
  Score: Raw -729955.998939 + Penalty 2834.997263 = -727121.001676
  nChanged 7
		SP:Iteration 26Q (32304.850000 sec): 3 clusters
  Score: Raw -729958.280756 + Penalty 2834.997263 = -727123.283493
  nChanged 4
		SP:Iteration 27Q (32305.040000 sec): 3 clusters
  Score: Raw -729958.929926 + Penalty 2834.997263 = -727123.932663
  nChanged 0
		SP:Iteration 28F (32305.210000 sec): 3 clusters
  Score: Raw -729958.929926 + Penalty 2834.997263 = -727123.932663
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32305.340000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32305.490000 sec): 3 clusters
  Score: Raw -163229.597861 + Penalty 2361.945764 = -160867.652097
  nChanged 490
		SP:Iteration 1F (32305.650000 sec): 3 clusters
  Score: Raw -163671.057332 + Penalty 2361.945764 = -161309.111568
  nChanged 142
		SP:Iteration 2F (32305.810000 sec): 3 clusters
  Score: Raw -163859.197125 + Penalty 2361.945764 = -161497.251361
  nChanged 83
		SP:Iteration 3F (32306.000000 sec): 3 clusters
  Score: Raw -163975.582890 + Penalty 2361.945764 = -161613.637126
  nChanged 81
		SP:Iteration 4F (32306.220000 sec): 3 clusters
  Score: Raw -164081.901436 + Penalty 2361.945764 = -161719.955672
  nChanged 62
		SP:Iteration 5Q (32306.350000 sec): 3 clusters
  Score: Raw -164167.529451 + Penalty 2361.945764 = -161805.583687
  nChanged 62
		SP:Iteration 6Q (32306.560000 sec): 3 clusters
  Score: Raw -164251.921790 + Penalty 2361.945764 = -161889.976026
  nChanged 42
		SP:Iteration 7Q (32306.710000 sec): 3 clusters
  Score: Raw -164303.201963 + Penalty 2361.945764 = -161941.256199
  nChanged 37
		SP:Iteration 8Q (32306.910000 sec): 3 clusters
  Score: Raw -164337.147757 + Penalty 2361.945764 = -161975.201993
  nChanged 29
		SP:Iteration 9Q (32307.070000 sec): 3 clusters
  Score: Raw -164366.668119 + Penalty 2361.945764 = -162004.722354
  nChanged 19
		SP:Iteration 10Q (32307.250000 sec): 3 clusters
  Score: Raw -164383.279276 + Penalty 2361.945764 = -162021.333512
  nChanged 21
		SP:Iteration 11Q (32307.440000 sec): 3 clusters
  Score: Raw -164405.284939 + Penalty 2361.945764 = -162043.339174
  nChanged 17
		SP:Iteration 12Q (32307.630000 sec): 3 clusters
  Score: Raw -164427.630635 + Penalty 2361.945764 = -162065.684871
  nChanged 12
		SP:Iteration 13Q (32307.820000 sec): 3 clusters
  Score: Raw -164435.723440 + Penalty 2361.945764 = -162073.777676
  nChanged 6
		SP:Iteration 14Q (32307.990000 sec): 3 clusters
  Score: Raw -164439.075548 + Penalty 2361.945764 = -162077.129784
  nChanged 5
		SP:Iteration 15Q (32308.170000 sec): 3 clusters
  Score: Raw -164443.950590 + Penalty 2361.945764 = -162082.004826
  nChanged 4
		SP:Iteration 16Q (32308.350000 sec): 3 clusters
  Score: Raw -164445.406707 + Penalty 2361.945764 = -162083.460943
  nChanged 1
		SP:Iteration 17Q (32308.530000 sec): 3 clusters
  Score: Raw -164445.918130 + Penalty 2361.945764 = -162083.972366
  nChanged 2
		SP:Iteration 18Q (32308.700000 sec): 3 clusters
  Score: Raw -164447.014376 + Penalty 2361.945764 = -162085.068612
  nChanged 1
		SP:Iteration 19Q (32308.870000 sec): 3 clusters
  Score: Raw -164448.408693 + Penalty 2361.945764 = -162086.462929
  nChanged 2
		SP:Iteration 20F (32309.070000 sec): 3 clusters
  Score: Raw -164449.714636 + Penalty 2361.945764 = -162087.768872
  nChanged 2
		SP:Iteration 21Q (32309.250000 sec): 3 clusters
  Score: Raw -164451.445749 + Penalty 2361.945764 = -162089.499985
  nChanged 4
		SP:Iteration 22Q (32309.460000 sec): 3 clusters
  Score: Raw -164454.952879 + Penalty 2361.945764 = -162093.007115
  nChanged 8
		SP:Iteration 23Q (32309.640000 sec): 3 clusters
  Score: Raw -164461.165761 + Penalty 2361.945764 = -162099.219997
  nChanged 8
		SP:Iteration 24Q (32309.810000 sec): 3 clusters
  Score: Raw -164467.019149 + Penalty 2361.945764 = -162105.073385
  nChanged 6
		SP:Iteration 25Q (32310.020000 sec): 3 clusters
  Score: Raw -164471.334049 + Penalty 2361.945764 = -162109.388285
  nChanged 5
		SP:Iteration 26Q (32310.160000 sec): 3 clusters
  Score: Raw -164473.222040 + Penalty 2361.945764 = -162111.276276
  nChanged 4
		SP:Iteration 27Q (32310.360000 sec): 3 clusters
  Score: Raw -164475.942170 + Penalty 2361.945764 = -162113.996406
  nChanged 4
		SP:Iteration 28Q (32310.540000 sec): 3 clusters
  Score: Raw -164479.302781 + Penalty 2361.945764 = -162117.357017
  nChanged 3
		SP:Iteration 29Q (32310.720000 sec): 3 clusters
  Score: Raw -164482.696135 + Penalty 2361.945764 = -162120.750371
  nChanged 2
		SP:Iteration 30Q (32310.900000 sec): 3 clusters
  Score: Raw -164483.532214 + Penalty 2361.945764 = -162121.586450
  nChanged 0
		SP:Iteration 31F (32311.050000 sec): 3 clusters
  Score: Raw -164483.532214 + Penalty 2361.945764 = -162121.586450
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32311.180000 sec): 2 clusters
  Score: Raw -1457092.232324 + Penalty 1528.473276 = -1455563.759049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32311.410000 sec): 3 clusters
  Score: Raw -1450011.950844 + Penalty 3056.946551 = -1446955.004293
  nChanged 5431
		SP:Iteration 1F (32311.620000 sec): 3 clusters
  Score: Raw -1452951.530543 + Penalty 3056.946551 = -1449894.583992
  nChanged 780
		SP:Iteration 2F (32311.850000 sec): 3 clusters
  Score: Raw -1453404.667524 + Penalty 3056.946551 = -1450347.720972
  nChanged 771
		SP:Iteration 3F (32312.090000 sec): 3 clusters
  Score: Raw -1453894.495842 + Penalty 3056.946551 = -1450837.549290
  nChanged 824
		SP:Iteration 4F (32312.340000 sec): 3 clusters
  Score: Raw -1454451.863962 + Penalty 3056.946551 = -1451394.917410
  nChanged 824
		SP:Iteration 5F (32312.550000 sec): 3 clusters
  Score: Raw -1455016.169889 + Penalty 3056.946551 = -1451959.223337
  nChanged 766
		SP:Iteration 6F (32312.750000 sec): 3 clusters
  Score: Raw -1455530.284527 + Penalty 3056.946551 = -1452473.337975
  nChanged 635
		SP:Iteration 7F (32312.970000 sec): 3 clusters
  Score: Raw -1455953.542797 + Penalty 3056.946551 = -1452896.596245
  nChanged 506
		SP:Iteration 8Q (32313.180000 sec): 3 clusters
  Score: Raw -1456280.349671 + Penalty 3056.946551 = -1453223.403119
  nChanged 396
		SP:Iteration 9Q (32313.430000 sec): 3 clusters
  Score: Raw -1456497.096836 + Penalty 3056.946551 = -1453440.150285
  nChanged 283
		SP:Iteration 10Q (32313.630000 sec): 3 clusters
  Score: Raw -1456665.139931 + Penalty 3056.946551 = -1453608.193379
  nChanged 264
		SP:Iteration 11Q (32313.900000 sec): 3 clusters
  Score: Raw -1456866.510590 + Penalty 3056.946551 = -1453809.564039
  nChanged 228
		SP:Iteration 12Q (32314.100000 sec): 3 clusters
  Score: Raw -1457065.306569 + Penalty 3056.946551 = -1454008.360018
  nChanged 206
		SP:Iteration 13Q (32314.320000 sec): 3 clusters
  Score: Raw -1457228.528752 + Penalty 3056.946551 = -1454171.582200
  nChanged 177
		SP:Iteration 14Q (32314.540000 sec): 3 clusters
  Score: Raw -1457326.334067 + Penalty 3056.946551 = -1454269.387516
  nChanged 130
		SP:Iteration 15Q (32314.770000 sec): 3 clusters
  Score: Raw -1457386.775778 + Penalty 3056.946551 = -1454329.829227
  nChanged 113
		SP:Iteration 16Q (32315.000000 sec): 3 clusters
  Score: Raw -1457431.520687 + Penalty 3056.946551 = -1454374.574136
  nChanged 80
		SP:Iteration 17Q (32315.190000 sec): 3 clusters
  Score: Raw -1457465.817365 + Penalty 3056.946551 = -1454408.870813
  nChanged 78
		SP:Iteration 18Q (32315.410000 sec): 3 clusters
  Score: Raw -1457494.647537 + Penalty 3056.946551 = -1454437.700986
  nChanged 62
		SP:Iteration 19Q (32315.640000 sec): 3 clusters
  Score: Raw -1457515.622836 + Penalty 3056.946551 = -1454458.676284
  nChanged 53
		SP:Iteration 20F (32315.810000 sec): 3 clusters
  Score: Raw -1457533.860499 + Penalty 3056.946551 = -1454476.913948
  nChanged 41
		SP:Iteration 21Q (32316.040000 sec): 3 clusters
  Score: Raw -1457548.488402 + Penalty 3056.946551 = -1454491.541851
  nChanged 34
		SP:Iteration 22Q (32316.240000 sec): 3 clusters
  Score: Raw -1457560.952537 + Penalty 3056.946551 = -1454504.005986
  nChanged 28
		SP:Iteration 23Q (32316.450000 sec): 3 clusters
  Score: Raw -1457569.455532 + Penalty 3056.946551 = -1454512.508981
  nChanged 29
		SP:Iteration 24Q (32316.690000 sec): 3 clusters
  Score: Raw -1457577.047141 + Penalty 3056.946551 = -1454520.100590
  nChanged 27
		SP:Iteration 25Q (32316.900000 sec): 3 clusters
  Score: Raw -1457585.003843 + Penalty 3056.946551 = -1454528.057292
  nChanged 21
		SP:Iteration 26Q (32317.110000 sec): 3 clusters
  Score: Raw -1457591.097708 + Penalty 3056.946551 = -1454534.151157
  nChanged 14
		SP:Iteration 27Q (32317.370000 sec): 3 clusters
  Score: Raw -1457594.761738 + Penalty 3056.946551 = -1454537.815186
  nChanged 13
		SP:Iteration 28Q (32317.590000 sec): 3 clusters
  Score: Raw -1457597.584691 + Penalty 3056.946551 = -1454540.638139
  nChanged 11
		SP:Iteration 29Q (32317.780000 sec): 3 clusters
  Score: Raw -1457600.088968 + Penalty 3056.946551 = -1454543.142416
  nChanged 8
		SP:Iteration 30Q (32318.010000 sec): 3 clusters
  Score: Raw -1457601.003926 + Penalty 3056.946551 = -1454544.057374
  nChanged 3
		SP:Iteration 31Q (32318.240000 sec): 3 clusters
  Score: Raw -1457601.745795 + Penalty 3056.946551 = -1454544.799243
  nChanged 9
		SP:Iteration 32Q (32318.470000 sec): 3 clusters
  Score: Raw -1457603.793157 + Penalty 3056.946551 = -1454546.846606
  nChanged 7
		SP:Iteration 33Q (32318.690000 sec): 3 clusters
  Score: Raw -1457604.936097 + Penalty 3056.946551 = -1454547.989545
  nChanged 6
		SP:Iteration 34Q (32318.880000 sec): 3 clusters
  Score: Raw -1457605.632484 + Penalty 3056.946551 = -1454548.685933
  nChanged 1
		SP:Iteration 35Q (32319.090000 sec): 3 clusters
  Score: Raw -1457605.949104 + Penalty 3056.946551 = -1454549.002553
  nChanged 1
		SP:Iteration 36Q (32319.320000 sec): 3 clusters
  Score: Raw -1457606.164971 + Penalty 3056.946551 = -1454549.218419
  nChanged 0
		SP:Iteration 37F (32319.570000 sec): 3 clusters
  Score: Raw -1457606.164971 + Penalty 3056.946551 = -1454549.218419
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32319.660000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32319.860000 sec): 3 clusters
  Score: Raw -99961.971127 + Penalty 2211.139209 = -97750.831919
  nChanged 273
		SP:Iteration 1F (32320.060000 sec): 3 clusters
  Score: Raw -100266.423570 + Penalty 2211.139209 = -98055.284361
  nChanged 82
		SP:Iteration 2F (32320.220000 sec): 3 clusters
  Score: Raw -100374.218354 + Penalty 2211.139209 = -98163.079146
  nChanged 52
		SP:Iteration 3F (32320.370000 sec): 3 clusters
  Score: Raw -100438.214113 + Penalty 2211.139209 = -98227.074905
  nChanged 30
		SP:Iteration 4Q (32320.540000 sec): 3 clusters
  Score: Raw -100485.459917 + Penalty 2211.139209 = -98274.320708
  nChanged 28
		SP:Iteration 5Q (32320.710000 sec): 3 clusters
  Score: Raw -100524.243647 + Penalty 2211.139209 = -98313.104438
  nChanged 20
		SP:Iteration 6Q (32320.890000 sec): 3 clusters
  Score: Raw -100554.655420 + Penalty 2211.139209 = -98343.516211
  nChanged 25
		SP:Iteration 7Q (32321.080000 sec): 3 clusters
  Score: Raw -100601.452410 + Penalty 2211.139209 = -98390.313201
  nChanged 29
		SP:Iteration 8Q (32321.220000 sec): 3 clusters
  Score: Raw -100658.941111 + Penalty 2211.139209 = -98447.801902
  nChanged 27
		SP:Iteration 9Q (32321.390000 sec): 3 clusters
  Score: Raw -100705.048443 + Penalty 2211.139209 = -98493.909234
  nChanged 22
		SP:Iteration 10Q (32321.580000 sec): 3 clusters
  Score: Raw -100740.494065 + Penalty 2211.139209 = -98529.354856
  nChanged 21
		SP:Iteration 11Q (32321.760000 sec): 3 clusters
  Score: Raw -100781.094707 + Penalty 2211.139209 = -98569.955499
  nChanged 15
		SP:Iteration 12Q (32321.980000 sec): 3 clusters
  Score: Raw -100805.173961 + Penalty 2211.139209 = -98594.034752
  nChanged 15
		SP:Iteration 13Q (32322.140000 sec): 3 clusters
  Score: Raw -100839.216662 + Penalty 2211.139209 = -98628.077454
  nChanged 19
		SP:Iteration 14Q (32322.260000 sec): 3 clusters
  Score: Raw -100878.436300 + Penalty 2211.139209 = -98667.297091
  nChanged 11
		SP:Iteration 15Q (32322.430000 sec): 3 clusters
  Score: Raw -100896.723768 + Penalty 2211.139209 = -98685.584559
  nChanged 9
		SP:Iteration 16Q (32322.620000 sec): 3 clusters
  Score: Raw -100913.269424 + Penalty 2211.139209 = -98702.130215
  nChanged 10
		SP:Iteration 17Q (32322.800000 sec): 3 clusters
  Score: Raw -100939.506587 + Penalty 2211.139209 = -98728.367378
  nChanged 11
		SP:Iteration 18Q (32322.970000 sec): 3 clusters
  Score: Raw -100972.553355 + Penalty 2211.139209 = -98761.414147
  nChanged 13
		SP:Iteration 19Q (32323.140000 sec): 3 clusters
  Score: Raw -100997.116553 + Penalty 2211.139209 = -98785.977344
  nChanged 13
		SP:Iteration 20F (32323.270000 sec): 3 clusters
  Score: Raw -101021.145287 + Penalty 2211.139209 = -98810.006079
  nChanged 11
		SP:Iteration 21Q (32323.420000 sec): 3 clusters
  Score: Raw -101035.048069 + Penalty 2211.139209 = -98823.908860
  nChanged 3
		SP:Iteration 22Q (32323.610000 sec): 3 clusters
  Score: Raw -101038.095684 + Penalty 2211.139209 = -98826.956475
  nChanged 5
		SP:Iteration 23Q (32323.750000 sec): 3 clusters
  Score: Raw -101045.227398 + Penalty 2211.139209 = -98834.088190
  nChanged 6
		SP:Iteration 24Q (32323.870000 sec): 3 clusters
  Score: Raw -101061.170515 + Penalty 2211.139209 = -98850.031306
  nChanged 9
		SP:Iteration 25Q (32324.040000 sec): 3 clusters
  Score: Raw -101074.125246 + Penalty 2211.139209 = -98862.986038
  nChanged 7
		SP:Iteration 26Q (32324.200000 sec): 3 clusters
  Score: Raw -101090.955468 + Penalty 2211.139209 = -98879.816259
  nChanged 5
		SP:Iteration 27Q (32324.360000 sec): 3 clusters
  Score: Raw -101098.057202 + Penalty 2211.139209 = -98886.917993
  nChanged 3
		SP:Iteration 28Q (32324.560000 sec): 3 clusters
  Score: Raw -101112.259510 + Penalty 2211.139209 = -98901.120301
  nChanged 4
		SP:Iteration 29Q (32324.700000 sec): 3 clusters
  Score: Raw -101126.288432 + Penalty 2211.139209 = -98915.149224
  nChanged 3
		SP:Iteration 30Q (32324.910000 sec): 3 clusters
  Score: Raw -101135.381137 + Penalty 2211.139209 = -98924.241928
  nChanged 3
		SP:Iteration 31Q (32325.050000 sec): 3 clusters
  Score: Raw -101143.276298 + Penalty 2211.139209 = -98932.137089
  nChanged 0
		SP:Iteration 32F (32325.260000 sec): 3 clusters
  Score: Raw -101143.276298 + Penalty 2211.139209 = -98932.137089
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32325.390000 sec): 2 clusters
  Score: Raw -536868.123249 + Penalty 1367.571513 = -535500.551736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32325.550000 sec): 3 clusters
  Score: Raw -534583.848250 + Penalty 2735.143027 = -531848.705223
  nChanged 1787
		SP:Iteration 1F (32325.760000 sec): 3 clusters
  Score: Raw -535677.745810 + Penalty 2735.143027 = -532942.602783
  nChanged 380
		SP:Iteration 2F (32325.990000 sec): 3 clusters
  Score: Raw -535954.099265 + Penalty 2735.143027 = -533218.956238
  nChanged 289
		SP:Iteration 3F (32326.140000 sec): 3 clusters
  Score: Raw -536184.153738 + Penalty 2735.143027 = -533449.010712
  nChanged 262
		SP:Iteration 4F (32326.330000 sec): 3 clusters
  Score: Raw -536355.643369 + Penalty 2735.143027 = -533620.500343
  nChanged 225
		SP:Iteration 5Q (32326.510000 sec): 3 clusters
  Score: Raw -536498.043151 + Penalty 2735.143027 = -533762.900124
  nChanged 178
		SP:Iteration 6Q (32326.710000 sec): 3 clusters
  Score: Raw -536606.225417 + Penalty 2735.143027 = -533871.082390
  nChanged 144
		SP:Iteration 7Q (32326.880000 sec): 3 clusters
  Score: Raw -536693.226365 + Penalty 2735.143027 = -533958.083339
  nChanged 138
		SP:Iteration 8Q (32327.080000 sec): 3 clusters
  Score: Raw -536772.314865 + Penalty 2735.143027 = -534037.171838
  nChanged 132
		SP:Iteration 9Q (32327.300000 sec): 3 clusters
  Score: Raw -536861.627287 + Penalty 2735.143027 = -534126.484260
  nChanged 128
		SP:Iteration 10Q (32327.460000 sec): 3 clusters
  Score: Raw -536967.682546 + Penalty 2735.143027 = -534232.539520
  nChanged 122
		SP:Iteration 11Q (32327.650000 sec): 3 clusters
  Score: Raw -537061.033400 + Penalty 2735.143027 = -534325.890373
  nChanged 105
		SP:Iteration 12Q (32327.850000 sec): 3 clusters
  Score: Raw -537140.008828 + Penalty 2735.143027 = -534404.865802
  nChanged 78
		SP:Iteration 13Q (32328.020000 sec): 3 clusters
  Score: Raw -537195.134451 + Penalty 2735.143027 = -534459.991425
  nChanged 71
		SP:Iteration 14Q (32328.210000 sec): 3 clusters
  Score: Raw -537248.451540 + Penalty 2735.143027 = -534513.308514
  nChanged 61
		SP:Iteration 15Q (32328.440000 sec): 3 clusters
  Score: Raw -537289.644297 + Penalty 2735.143027 = -534554.501271
  nChanged 54
		SP:Iteration 16Q (32328.620000 sec): 3 clusters
  Score: Raw -537320.706482 + Penalty 2735.143027 = -534585.563455
  nChanged 46
		SP:Iteration 17Q (32328.800000 sec): 3 clusters
  Score: Raw -537341.288458 + Penalty 2735.143027 = -534606.145431
  nChanged 31
		SP:Iteration 18Q (32329.010000 sec): 3 clusters
  Score: Raw -537356.013402 + Penalty 2735.143027 = -534620.870376
  nChanged 19
		SP:Iteration 19Q (32329.190000 sec): 3 clusters
  Score: Raw -537362.766930 + Penalty 2735.143027 = -534627.623903
  nChanged 15
		SP:Iteration 20F (32329.340000 sec): 3 clusters
  Score: Raw -537367.529822 + Penalty 2735.143027 = -534632.386796
  nChanged 12
		SP:Iteration 21Q (32329.540000 sec): 3 clusters
  Score: Raw -537372.072983 + Penalty 2735.143027 = -534636.929956
  nChanged 9
		SP:Iteration 22Q (32329.720000 sec): 3 clusters
  Score: Raw -537374.989984 + Penalty 2735.143027 = -534639.846957
  nChanged 7
		SP:Iteration 23Q (32329.940000 sec): 3 clusters
  Score: Raw -537378.122971 + Penalty 2735.143027 = -534642.979945
  nChanged 9
		SP:Iteration 24Q (32330.120000 sec): 3 clusters
  Score: Raw -537382.029660 + Penalty 2735.143027 = -534646.886634
  nChanged 11
		SP:Iteration 25Q (32330.310000 sec): 3 clusters
  Score: Raw -537388.621020 + Penalty 2735.143027 = -534653.477993
  nChanged 15
		SP:Iteration 26Q (32330.460000 sec): 3 clusters
  Score: Raw -537394.202430 + Penalty 2735.143027 = -534659.059403
  nChanged 14
		SP:Iteration 27Q (32330.650000 sec): 3 clusters
  Score: Raw -537401.623448 + Penalty 2735.143027 = -534666.480422
  nChanged 14
		SP:Iteration 28Q (32330.880000 sec): 3 clusters
  Score: Raw -537408.902218 + Penalty 2735.143027 = -534673.759191
  nChanged 12
		SP:Iteration 29Q (32331.030000 sec): 3 clusters
  Score: Raw -537413.003264 + Penalty 2735.143027 = -534677.860238
  nChanged 7
		SP:Iteration 30Q (32331.240000 sec): 3 clusters
  Score: Raw -537416.200332 + Penalty 2735.143027 = -534681.057306
  nChanged 7
		SP:Iteration 31Q (32331.440000 sec): 3 clusters
  Score: Raw -537418.255887 + Penalty 2735.143027 = -534683.112861
  nChanged 6
		SP:Iteration 32Q (32331.640000 sec): 3 clusters
  Score: Raw -537420.363673 + Penalty 2735.143027 = -534685.220647
  nChanged 7
		SP:Iteration 33Q (32331.800000 sec): 3 clusters
  Score: Raw -537421.995257 + Penalty 2735.143027 = -534686.852231
  nChanged 5
		SP:Iteration 34Q (32332.030000 sec): 3 clusters
  Score: Raw -537423.740265 + Penalty 2735.143027 = -534688.597238
  nChanged 3
		SP:Iteration 35Q (32332.200000 sec): 3 clusters
  Score: Raw -537425.389847 + Penalty 2735.143027 = -534690.246821
  nChanged 2
		SP:Iteration 36Q (32332.440000 sec): 3 clusters
  Score: Raw -537425.822101 + Penalty 2735.143027 = -534690.679075
  nChanged 2
		SP:Iteration 37Q (32332.620000 sec): 3 clusters
  Score: Raw -537426.105404 + Penalty 2735.143027 = -534690.962378
  nChanged 1
		SP:Iteration 38Q (32332.780000 sec): 3 clusters
  Score: Raw -537426.836030 + Penalty 2735.143027 = -534691.693003
  nChanged 1
		SP:Iteration 39Q (32332.990000 sec): 3 clusters
  Score: Raw -537427.056567 + Penalty 2735.143027 = -534691.913541
  nChanged 1
		SP:Iteration 40F (32333.210000 sec): 3 clusters
  Score: Raw -537427.629001 + Penalty 2735.143027 = -534692.485974
  nChanged 1
		SP:Iteration 41Q (32333.390000 sec): 3 clusters
  Score: Raw -537427.895493 + Penalty 2735.143027 = -534692.752467
  nChanged 1
		SP:Iteration 42Q (32333.590000 sec): 3 clusters
  Score: Raw -537428.112363 + Penalty 2735.143027 = -534692.969336
  nChanged 1
		SP:Iteration 43Q (32333.810000 sec): 3 clusters
  Score: Raw -537428.304162 + Penalty 2735.143027 = -534693.161136
  nChanged 1
		SP:Iteration 44Q (32333.990000 sec): 3 clusters
  Score: Raw -537428.654619 + Penalty 2735.143027 = -534693.511592
  nChanged 1
		SP:Iteration 45Q (32334.190000 sec): 3 clusters
  Score: Raw -537428.773326 + Penalty 2735.143027 = -534693.630299
  nChanged 0
		SP:Iteration 46F (32334.370000 sec): 3 clusters
  Score: Raw -537428.773326 + Penalty 2735.143027 = -534693.630299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32334.450000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32334.660000 sec): 3 clusters
  Score: Raw -166885.684118 + Penalty 2363.755094 = -164521.929024
  nChanged 465
		SP:Iteration 1F (32334.830000 sec): 3 clusters
  Score: Raw -167243.953127 + Penalty 2363.755094 = -164880.198033
  nChanged 119
		SP:Iteration 2F (32334.990000 sec): 3 clusters
  Score: Raw -167393.157272 + Penalty 2363.755094 = -165029.402179
  nChanged 95
		SP:Iteration 3F (32335.190000 sec): 3 clusters
  Score: Raw -167507.872306 + Penalty 2363.755094 = -165144.117213
  nChanged 60
		SP:Iteration 4Q (32335.370000 sec): 3 clusters
  Score: Raw -167581.967840 + Penalty 2363.755094 = -165218.212747
  nChanged 45
		SP:Iteration 5Q (32335.550000 sec): 3 clusters
  Score: Raw -167625.564269 + Penalty 2363.755094 = -165261.809175
  nChanged 31
		SP:Iteration 6Q (32335.690000 sec): 3 clusters
  Score: Raw -167655.657685 + Penalty 2363.755094 = -165291.902591
  nChanged 33
		SP:Iteration 7Q (32335.850000 sec): 3 clusters
  Score: Raw -167707.586215 + Penalty 2363.755094 = -165343.831122
  nChanged 34
		SP:Iteration 8Q (32336.010000 sec): 3 clusters
  Score: Raw -167742.711974 + Penalty 2363.755094 = -165378.956880
  nChanged 22
		SP:Iteration 9Q (32336.200000 sec): 3 clusters
  Score: Raw -167760.082436 + Penalty 2363.755094 = -165396.327342
  nChanged 15
		SP:Iteration 10Q (32336.330000 sec): 3 clusters
  Score: Raw -167770.449793 + Penalty 2363.755094 = -165406.694699
  nChanged 12
		SP:Iteration 11Q (32336.520000 sec): 3 clusters
  Score: Raw -167776.062754 + Penalty 2363.755094 = -165412.307660
  nChanged 5
		SP:Iteration 12Q (32336.710000 sec): 3 clusters
  Score: Raw -167778.887226 + Penalty 2363.755094 = -165415.132132
  nChanged 3
		SP:Iteration 13Q (32336.870000 sec): 3 clusters
  Score: Raw -167779.660551 + Penalty 2363.755094 = -165415.905457
  nChanged 0
		SP:Iteration 14F (32337.040000 sec): 3 clusters
  Score: Raw -167779.660551 + Penalty 2363.755094 = -165415.905457
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32337.110000 sec): 2 clusters
  Score: Raw -11466.594986 + Penalty 907.318150 = -10559.276836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32337.290000 sec): 3 clusters
  Score: Raw -11680.828157 + Penalty 1814.636300 = -9866.191857
  nChanged 64
		SP:Iteration 1F (32337.460000 sec): 3 clusters
  Score: Raw -11964.287904 + Penalty 1814.636300 = -10149.651603
  nChanged 19
		SP:Iteration 2F (32337.670000 sec): 3 clusters
  Score: Raw -12039.636026 + Penalty 1814.636300 = -10224.999726
  nChanged 12
		SP:Iteration 3Q (32337.850000 sec): 3 clusters
  Score: Raw -12128.155820 + Penalty 1814.636300 = -10313.519519
  nChanged 8
		SP:Iteration 4Q (32338.000000 sec): 3 clusters
  Score: Raw -12192.112898 + Penalty 1814.636300 = -10377.476598
  nChanged 5
		SP:Iteration 5Q (32338.170000 sec): 3 clusters
  Score: Raw -12232.042975 + Penalty 1814.636300 = -10417.406675
  nChanged 4
		SP:Iteration 6Q (32338.310000 sec): 3 clusters
  Score: Raw -12256.729017 + Penalty 1814.636300 = -10442.092716
  nChanged 3
		SP:Iteration 7Q (32338.470000 sec): 3 clusters
  Score: Raw -12263.161425 + Penalty 1814.636300 = -10448.525125
  nChanged 2
		SP:Iteration 8Q (32338.650000 sec): 3 clusters
  Score: Raw -12275.370191 + Penalty 1814.636300 = -10460.733891
  nChanged 0
		SP:Iteration 9F (32338.810000 sec): 3 clusters
  Score: Raw -12275.370191 + Penalty 1814.636300 = -10460.733891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32338.910000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32339.060000 sec): 3 clusters
  Score: Raw -42214.850903 + Penalty 1938.163287 = -40276.687616
  nChanged 70
		SP:Iteration 1F (32339.230000 sec): 3 clusters
  Score: Raw -42356.623805 + Penalty 1938.163287 = -40418.460518
  nChanged 22
		SP:Iteration 2F (32339.390000 sec): 3 clusters
  Score: Raw -42426.525941 + Penalty 1938.163287 = -40488.362654
  nChanged 15
		SP:Iteration 3Q (32339.560000 sec): 3 clusters
  Score: Raw -42480.385205 + Penalty 1938.163287 = -40542.221918
  nChanged 16
		SP:Iteration 4Q (32339.720000 sec): 3 clusters
  Score: Raw -42522.397556 + Penalty 1938.163287 = -40584.234269
  nChanged 8
		SP:Iteration 5Q (32339.920000 sec): 3 clusters
  Score: Raw -42539.128109 + Penalty 1938.163287 = -40600.964823
  nChanged 7
		SP:Iteration 6Q (32340.070000 sec): 3 clusters
  Score: Raw -42555.303361 + Penalty 1938.163287 = -40617.140074
  nChanged 6
		SP:Iteration 7Q (32340.260000 sec): 3 clusters
  Score: Raw -42567.134793 + Penalty 1938.163287 = -40628.971507
  nChanged 5
		SP:Iteration 8Q (32340.410000 sec): 3 clusters
  Score: Raw -42577.439484 + Penalty 1938.163287 = -40639.276197
  nChanged 4
		SP:Iteration 9Q (32340.550000 sec): 3 clusters
  Score: Raw -42592.173096 + Penalty 1938.163287 = -40654.009809
  nChanged 4
		SP:Iteration 10Q (32340.710000 sec): 3 clusters
  Score: Raw -42607.774562 + Penalty 1938.163287 = -40669.611275
  nChanged 6
		SP:Iteration 11Q (32340.900000 sec): 3 clusters
  Score: Raw -42630.362958 + Penalty 1938.163287 = -40692.199671
  nChanged 7
		SP:Iteration 12Q (32341.050000 sec): 3 clusters
  Score: Raw -42651.613447 + Penalty 1938.163287 = -40713.450160
  nChanged 7
		SP:Iteration 13Q (32341.190000 sec): 3 clusters
  Score: Raw -42666.281310 + Penalty 1938.163287 = -40728.118024
  nChanged 3
		SP:Iteration 14Q (32341.340000 sec): 3 clusters
  Score: Raw -42675.426294 + Penalty 1938.163287 = -40737.263007
  nChanged 4
		SP:Iteration 15Q (32341.470000 sec): 3 clusters
  Score: Raw -42683.857937 + Penalty 1938.163287 = -40745.694651
  nChanged 1
		SP:Iteration 16Q (32341.650000 sec): 3 clusters
  Score: Raw -42690.699326 + Penalty 1938.163287 = -40752.536039
  nChanged 3
		SP:Iteration 17Q (32341.800000 sec): 3 clusters
  Score: Raw -42707.516277 + Penalty 1938.163287 = -40769.352990
  nChanged 6
		SP:Iteration 18Q (32341.970000 sec): 3 clusters
  Score: Raw -42740.411299 + Penalty 1938.163287 = -40802.248013
  nChanged 10
		SP:Iteration 19Q (32342.120000 sec): 3 clusters
  Score: Raw -42810.800811 + Penalty 1938.163287 = -40872.637524
  nChanged 4
		SP:Iteration 20F (32342.280000 sec): 3 clusters
  Score: Raw -42867.176708 + Penalty 1938.163287 = -40929.013421
  nChanged 8
		SP:Iteration 21Q (32342.430000 sec): 3 clusters
  Score: Raw -42965.675775 + Penalty 1938.163287 = -41027.512489
  nChanged 8
		SP:Iteration 22Q (32342.600000 sec): 3 clusters
  Score: Raw -43016.577033 + Penalty 1938.163287 = -41078.413746
  nChanged 9
		SP:Iteration 23Q (32342.820000 sec): 3 clusters
  Score: Raw -43055.548259 + Penalty 1938.163287 = -41117.384972
  nChanged 3
		SP:Iteration 24Q (32342.950000 sec): 3 clusters
  Score: Raw -43061.353613 + Penalty 1938.163287 = -41123.190326
  nChanged 2
		SP:Iteration 25Q (32343.130000 sec): 3 clusters
  Score: Raw -43066.199079 + Penalty 1938.163287 = -41128.035792
  nChanged 1
		SP:Iteration 26Q (32343.320000 sec): 3 clusters
  Score: Raw -43067.471379 + Penalty 1938.163287 = -41129.308092
  nChanged 0
		SP:Iteration 27F (32343.490000 sec): 3 clusters
  Score: Raw -43067.471379 + Penalty 1938.163287 = -41129.308092
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32343.680000 sec): 2 clusters
  Score: Raw -2089777.966823 + Penalty 1585.373882 = -2088192.592941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32343.880000 sec): 3 clusters
  Score: Raw -2079503.729031 + Penalty 3170.747764 = -2076332.981268
  nChanged 7718
		SP:Iteration 1F (32344.110000 sec): 3 clusters
  Score: Raw -2083792.854814 + Penalty 3170.747764 = -2080622.107051
  nChanged 881
		SP:Iteration 2F (32344.340000 sec): 3 clusters
  Score: Raw -2084082.427299 + Penalty 3170.747764 = -2080911.679535
  nChanged 721
		SP:Iteration 3Q (32344.600000 sec): 3 clusters
  Score: Raw -2084303.331277 + Penalty 3170.747764 = -2081132.583513
  nChanged 609
		SP:Iteration 4Q (32344.840000 sec): 3 clusters
  Score: Raw -2084494.221833 + Penalty 3170.747764 = -2081323.474070
  nChanged 572
		SP:Iteration 5Q (32345.100000 sec): 3 clusters
  Score: Raw -2084674.760406 + Penalty 3170.747764 = -2081504.012643
  nChanged 589
		SP:Iteration 6Q (32345.360000 sec): 3 clusters
  Score: Raw -2084888.940069 + Penalty 3170.747764 = -2081718.192305
  nChanged 580
		SP:Iteration 7Q (32345.610000 sec): 3 clusters
  Score: Raw -2085121.942989 + Penalty 3170.747764 = -2081951.195226
  nChanged 618
		SP:Iteration 8Q (32345.860000 sec): 3 clusters
  Score: Raw -2085381.373302 + Penalty 3170.747764 = -2082210.625539
  nChanged 642
		SP:Iteration 9Q (32346.140000 sec): 3 clusters
  Score: Raw -2085719.179077 + Penalty 3170.747764 = -2082548.431313
  nChanged 710
		SP:Iteration 10Q (32346.340000 sec): 3 clusters
  Score: Raw -2086115.450826 + Penalty 3170.747764 = -2082944.703063
  nChanged 692
		SP:Iteration 11Q (32346.590000 sec): 3 clusters
  Score: Raw -2086525.875919 + Penalty 3170.747764 = -2083355.128156
  nChanged 631
		SP:Iteration 12Q (32346.880000 sec): 3 clusters
  Score: Raw -2086818.133133 + Penalty 3170.747764 = -2083647.385369
  nChanged 462
		SP:Iteration 13Q (32347.090000 sec): 3 clusters
  Score: Raw -2086974.059243 + Penalty 3170.747764 = -2083803.311480
  nChanged 313
		SP:Iteration 14Q (32347.340000 sec): 3 clusters
  Score: Raw -2087057.370665 + Penalty 3170.747764 = -2083886.622902
  nChanged 237
		SP:Iteration 15Q (32347.640000 sec): 3 clusters
  Score: Raw -2087112.087833 + Penalty 3170.747764 = -2083941.340069
  nChanged 192
		SP:Iteration 16Q (32347.860000 sec): 3 clusters
  Score: Raw -2087151.930735 + Penalty 3170.747764 = -2083981.182971
  nChanged 163
		SP:Iteration 17Q (32348.160000 sec): 3 clusters
  Score: Raw -2087187.080906 + Penalty 3170.747764 = -2084016.333142
  nChanged 158
		SP:Iteration 18Q (32348.420000 sec): 3 clusters
  Score: Raw -2087221.858636 + Penalty 3170.747764 = -2084051.110873
  nChanged 167
		SP:Iteration 19Q (32348.670000 sec): 3 clusters
  Score: Raw -2087257.527860 + Penalty 3170.747764 = -2084086.780096
  nChanged 165
		SP:Iteration 20F (32348.900000 sec): 3 clusters
  Score: Raw -2087296.390078 + Penalty 3170.747764 = -2084125.642315
  nChanged 169
		SP:Iteration 21Q (32349.130000 sec): 3 clusters
  Score: Raw -2087337.517726 + Penalty 3170.747764 = -2084166.769963
  nChanged 189
		SP:Iteration 22Q (32349.370000 sec): 3 clusters
  Score: Raw -2087386.437562 + Penalty 3170.747764 = -2084215.689798
  nChanged 179
		SP:Iteration 23Q (32349.630000 sec): 3 clusters
  Score: Raw -2087437.338941 + Penalty 3170.747764 = -2084266.591178
  nChanged 221
		SP:Iteration 24Q (32349.880000 sec): 3 clusters
  Score: Raw -2087499.899527 + Penalty 3170.747764 = -2084329.151764
  nChanged 233
		SP:Iteration 25Q (32350.160000 sec): 3 clusters
  Score: Raw -2087568.158473 + Penalty 3170.747764 = -2084397.410710
  nChanged 256
		SP:Iteration 26Q (32350.410000 sec): 3 clusters
  Score: Raw -2087644.797090 + Penalty 3170.747764 = -2084474.049326
  nChanged 250
		SP:Iteration 27Q (32350.670000 sec): 3 clusters
  Score: Raw -2087729.090449 + Penalty 3170.747764 = -2084558.342685
  nChanged 250
		SP:Iteration 28Q (32350.920000 sec): 3 clusters
  Score: Raw -2087818.164713 + Penalty 3170.747764 = -2084647.416949
  nChanged 241
		SP:Iteration 29Q (32351.170000 sec): 3 clusters
  Score: Raw -2087909.409243 + Penalty 3170.747764 = -2084738.661479
  nChanged 273
		SP:Iteration 30Q (32351.400000 sec): 3 clusters
  Score: Raw -2088017.900204 + Penalty 3170.747764 = -2084847.152441
  nChanged 291
		SP:Iteration 31Q (32351.640000 sec): 3 clusters
  Score: Raw -2088141.027051 + Penalty 3170.747764 = -2084970.279287
  nChanged 280
		SP:Iteration 32Q (32351.910000 sec): 3 clusters
  Score: Raw -2088251.854127 + Penalty 3170.747764 = -2085081.106364
  nChanged 252
		SP:Iteration 33Q (32352.140000 sec): 3 clusters
  Score: Raw -2088344.113543 + Penalty 3170.747764 = -2085173.365779
  nChanged 238
		SP:Iteration 34Q (32352.380000 sec): 3 clusters
  Score: Raw -2088437.887322 + Penalty 3170.747764 = -2085267.139558
  nChanged 226
		SP:Iteration 35Q (32352.620000 sec): 3 clusters
  Score: Raw -2088528.654776 + Penalty 3170.747764 = -2085357.907012
  nChanged 219
		SP:Iteration 36Q (32352.840000 sec): 3 clusters
  Score: Raw -2088615.284526 + Penalty 3170.747764 = -2085444.536762
  nChanged 217
		SP:Iteration 37Q (32353.120000 sec): 3 clusters
  Score: Raw -2088708.674704 + Penalty 3170.747764 = -2085537.926941
  nChanged 203
		SP:Iteration 38Q (32353.330000 sec): 3 clusters
  Score: Raw -2088805.131779 + Penalty 3170.747764 = -2085634.384016
  nChanged 207
		SP:Iteration 39Q (32353.600000 sec): 3 clusters
  Score: Raw -2088914.671174 + Penalty 3170.747764 = -2085743.923411
  nChanged 208
		SP:Iteration 40F (32353.830000 sec): 3 clusters
  Score: Raw -2089024.408549 + Penalty 3170.747764 = -2085853.660786
  nChanged 185
		SP:Iteration 41Q (32354.040000 sec): 3 clusters
  Score: Raw -2089132.365290 + Penalty 3170.747764 = -2085961.617526
  nChanged 184
		SP:Iteration 42Q (32354.330000 sec): 3 clusters
  Score: Raw -2089237.610573 + Penalty 3170.747764 = -2086066.862809
  nChanged 153
		SP:Iteration 43Q (32354.560000 sec): 3 clusters
  Score: Raw -2089336.556892 + Penalty 3170.747764 = -2086165.809129
  nChanged 172
		SP:Iteration 44Q (32354.820000 sec): 3 clusters
  Score: Raw -2089454.582509 + Penalty 3170.747764 = -2086283.834746
  nChanged 149
		SP:Iteration 45Q (32355.070000 sec): 3 clusters
  Score: Raw -2089552.519138 + Penalty 3170.747764 = -2086381.771375
  nChanged 118
		SP:Iteration 46Q (32355.280000 sec): 3 clusters
  Score: Raw -2089627.914980 + Penalty 3170.747764 = -2086457.167216
  nChanged 90
		SP:Iteration 47Q (32355.500000 sec): 3 clusters
  Score: Raw -2089690.412807 + Penalty 3170.747764 = -2086519.665043
  nChanged 75
		SP:Iteration 48Q (32355.690000 sec): 3 clusters
  Score: Raw -2089737.263344 + Penalty 3170.747764 = -2086566.515581
  nChanged 58
		SP:Iteration 49Q (32355.970000 sec): 3 clusters
  Score: Raw -2089776.797639 + Penalty 3170.747764 = -2086606.049876
  nChanged 52
		SP:Iteration 50Q (32356.190000 sec): 3 clusters
  Score: Raw -2089809.277494 + Penalty 3170.747764 = -2086638.529731
  nChanged 47
		SP:Iteration 51Q (32356.460000 sec): 3 clusters
  Score: Raw -2089835.955617 + Penalty 3170.747764 = -2086665.207853
  nChanged 33
		SP:Iteration 52Q (32356.690000 sec): 3 clusters
  Score: Raw -2089857.850015 + Penalty 3170.747764 = -2086687.102251
  nChanged 23
		SP:Iteration 53Q (32356.900000 sec): 3 clusters
  Score: Raw -2089873.911878 + Penalty 3170.747764 = -2086703.164114
  nChanged 16
		SP:Iteration 54Q (32357.160000 sec): 3 clusters
  Score: Raw -2089884.448414 + Penalty 3170.747764 = -2086713.700650
  nChanged 13
		SP:Iteration 55Q (32357.390000 sec): 3 clusters
  Score: Raw -2089892.520824 + Penalty 3170.747764 = -2086721.773061
  nChanged 9
		SP:Iteration 56Q (32357.640000 sec): 3 clusters
  Score: Raw -2089899.264723 + Penalty 3170.747764 = -2086728.516960
  nChanged 13
		SP:Iteration 57Q (32357.880000 sec): 3 clusters
  Score: Raw -2089912.074948 + Penalty 3170.747764 = -2086741.327184
  nChanged 17
		SP:Iteration 58Q (32358.130000 sec): 3 clusters
  Score: Raw -2089924.136135 + Penalty 3170.747764 = -2086753.388372
  nChanged 6
		SP:Iteration 59Q (32358.350000 sec): 3 clusters
  Score: Raw -2089927.957683 + Penalty 3170.747764 = -2086757.209919
  nChanged 5
		SP:Iteration 60F (32358.600000 sec): 3 clusters
  Score: Raw -2089932.971102 + Penalty 3170.747764 = -2086762.223339
  nChanged 4
		SP:Iteration 61Q (32358.840000 sec): 3 clusters
  Score: Raw -2089936.400499 + Penalty 3170.747764 = -2086765.652736
  nChanged 4
		SP:Iteration 62Q (32359.080000 sec): 3 clusters
  Score: Raw -2089940.285406 + Penalty 3170.747764 = -2086769.537642
  nChanged 8
		SP:Iteration 63Q (32359.320000 sec): 3 clusters
  Score: Raw -2089947.045962 + Penalty 3170.747764 = -2086776.298199
  nChanged 7
		SP:Iteration 64Q (32359.550000 sec): 3 clusters
  Score: Raw -2089953.461908 + Penalty 3170.747764 = -2086782.714144
  nChanged 4
		SP:Iteration 65Q (32359.800000 sec): 3 clusters
  Score: Raw -2089955.289155 + Penalty 3170.747764 = -2086784.541391
  nChanged 1
		SP:Iteration 66Q (32360.020000 sec): 3 clusters
  Score: Raw -2089955.660481 + Penalty 3170.747764 = -2086784.912717
  nChanged 3
		SP:Iteration 67Q (32360.250000 sec): 3 clusters
  Score: Raw -2089957.679693 + Penalty 3170.747764 = -2086786.931929
  nChanged 1
		SP:Iteration 68Q (32360.470000 sec): 3 clusters
  Score: Raw -2089958.295110 + Penalty 3170.747764 = -2086787.547347
  nChanged 2
		SP:Iteration 69Q (32360.710000 sec): 3 clusters
  Score: Raw -2089960.266759 + Penalty 3170.747764 = -2086789.518995
  nChanged 1
		SP:Iteration 70Q (32360.980000 sec): 3 clusters
  Score: Raw -2089961.071744 + Penalty 3170.747764 = -2086790.323981
  nChanged 0
		SP:Iteration 71F (32361.220000 sec): 3 clusters
  Score: Raw -2089961.071744 + Penalty 3170.747764 = -2086790.323981
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32361.320000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32361.510000 sec): 3 clusters
  Score: Raw -61415.275982 + Penalty 2045.361266 = -59369.914716
  nChanged 135
		SP:Iteration 1F (32361.660000 sec): 3 clusters
  Score: Raw -61590.498424 + Penalty 2045.361266 = -59545.137158
  nChanged 31
		SP:Iteration 2F (32361.840000 sec): 3 clusters
  Score: Raw -61648.487770 + Penalty 2045.361266 = -59603.126504
  nChanged 24
		SP:Iteration 3Q (32362.020000 sec): 3 clusters
  Score: Raw -61685.986743 + Penalty 2045.361266 = -59640.625478
  nChanged 15
		SP:Iteration 4Q (32362.190000 sec): 3 clusters
  Score: Raw -61704.176694 + Penalty 2045.361266 = -59658.815429
  nChanged 8
		SP:Iteration 5Q (32362.350000 sec): 3 clusters
  Score: Raw -61711.646154 + Penalty 2045.361266 = -59666.284889
  nChanged 3
		SP:Iteration 6Q (32362.530000 sec): 3 clusters
  Score: Raw -61717.460206 + Penalty 2045.361266 = -59672.098941
  nChanged 7
		SP:Iteration 7Q (32362.730000 sec): 3 clusters
  Score: Raw -61729.365490 + Penalty 2045.361266 = -59684.004224
  nChanged 6
		SP:Iteration 8Q (32362.940000 sec): 3 clusters
  Score: Raw -61739.086813 + Penalty 2045.361266 = -59693.725547
  nChanged 1
		SP:Iteration 9Q (32363.060000 sec): 3 clusters
  Score: Raw -61740.536163 + Penalty 2045.361266 = -59695.174897
  nChanged 3
		SP:Iteration 10Q (32363.260000 sec): 3 clusters
  Score: Raw -61745.374912 + Penalty 2045.361266 = -59700.013646
  nChanged 2
		SP:Iteration 11Q (32363.420000 sec): 3 clusters
  Score: Raw -61748.026102 + Penalty 2045.361266 = -59702.664837
  nChanged 1
		SP:Iteration 12Q (32363.570000 sec): 3 clusters
  Score: Raw -61748.897722 + Penalty 2045.361266 = -59703.536457
  nChanged 1
		SP:Iteration 13Q (32363.720000 sec): 3 clusters
  Score: Raw -61751.137025 + Penalty 2045.361266 = -59705.775759
  nChanged 1
		SP:Iteration 14Q (32363.900000 sec): 3 clusters
  Score: Raw -61752.090932 + Penalty 2045.361266 = -59706.729666
  nChanged 0
		SP:Iteration 15F (32364.100000 sec): 3 clusters
  Score: Raw -61752.090932 + Penalty 2045.361266 = -59706.729666
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32364.280000 sec): 2 clusters
  Score: Raw -1717204.708425 + Penalty 1560.189394 = -1715644.519031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32364.500000 sec): 3 clusters
  Score: Raw -1708592.278073 + Penalty 3120.378789 = -1705471.899284
  nChanged 6547
		SP:Iteration 1F (32364.780000 sec): 3 clusters
  Score: Raw -1712318.011208 + Penalty 3120.378789 = -1709197.632419
  nChanged 918
		SP:Iteration 2F (32364.990000 sec): 3 clusters
  Score: Raw -1712775.943374 + Penalty 3120.378789 = -1709655.564585
  nChanged 781
		SP:Iteration 3F (32365.230000 sec): 3 clusters
  Score: Raw -1713160.771370 + Penalty 3120.378789 = -1710040.392582
  nChanged 763
		SP:Iteration 4F (32365.470000 sec): 3 clusters
  Score: Raw -1713528.578318 + Penalty 3120.378789 = -1710408.199530
  nChanged 707
		SP:Iteration 5Q (32365.700000 sec): 3 clusters
  Score: Raw -1713880.643508 + Penalty 3120.378789 = -1710760.264720
  nChanged 715
		SP:Iteration 6Q (32365.970000 sec): 3 clusters
  Score: Raw -1714221.239268 + Penalty 3120.378789 = -1711100.860479
  nChanged 688
		SP:Iteration 7Q (32366.180000 sec): 3 clusters
  Score: Raw -1714579.126918 + Penalty 3120.378789 = -1711458.748129
  nChanged 641
		SP:Iteration 8Q (32366.430000 sec): 3 clusters
  Score: Raw -1714927.869561 + Penalty 3120.378789 = -1711807.490772
  nChanged 615
		SP:Iteration 9Q (32366.630000 sec): 3 clusters
  Score: Raw -1715283.400630 + Penalty 3120.378789 = -1712163.021841
  nChanged 578
		SP:Iteration 10Q (32366.890000 sec): 3 clusters
  Score: Raw -1715602.415994 + Penalty 3120.378789 = -1712482.037205
  nChanged 492
		SP:Iteration 11Q (32367.120000 sec): 3 clusters
  Score: Raw -1715874.674482 + Penalty 3120.378789 = -1712754.295693
  nChanged 436
		SP:Iteration 12Q (32367.370000 sec): 3 clusters
  Score: Raw -1716077.142682 + Penalty 3120.378789 = -1712956.763893
  nChanged 359
		SP:Iteration 13Q (32367.570000 sec): 3 clusters
  Score: Raw -1716201.073124 + Penalty 3120.378789 = -1713080.694335
  nChanged 227
		SP:Iteration 14Q (32367.780000 sec): 3 clusters
  Score: Raw -1716266.207921 + Penalty 3120.378789 = -1713145.829132
  nChanged 179
		SP:Iteration 15Q (32368.000000 sec): 3 clusters
  Score: Raw -1716305.571261 + Penalty 3120.378789 = -1713185.192472
  nChanged 149
		SP:Iteration 16Q (32368.240000 sec): 3 clusters
  Score: Raw -1716340.664136 + Penalty 3120.378789 = -1713220.285347
  nChanged 130
		SP:Iteration 17Q (32368.460000 sec): 3 clusters
  Score: Raw -1716371.169665 + Penalty 3120.378789 = -1713250.790877
  nChanged 118
		SP:Iteration 18Q (32368.680000 sec): 3 clusters
  Score: Raw -1716400.152061 + Penalty 3120.378789 = -1713279.773272
  nChanged 119
		SP:Iteration 19Q (32368.880000 sec): 3 clusters
  Score: Raw -1716428.320416 + Penalty 3120.378789 = -1713307.941627
  nChanged 127
		SP:Iteration 20F (32369.160000 sec): 3 clusters
  Score: Raw -1716460.396578 + Penalty 3120.378789 = -1713340.017790
  nChanged 126
		SP:Iteration 21Q (32369.380000 sec): 3 clusters
  Score: Raw -1716488.890418 + Penalty 3120.378789 = -1713368.511629
  nChanged 104
		SP:Iteration 22Q (32369.630000 sec): 3 clusters
  Score: Raw -1716508.267483 + Penalty 3120.378789 = -1713387.888695
  nChanged 91
		SP:Iteration 23Q (32369.860000 sec): 3 clusters
  Score: Raw -1716526.872520 + Penalty 3120.378789 = -1713406.493731
  nChanged 85
		SP:Iteration 24Q (32370.100000 sec): 3 clusters
  Score: Raw -1716545.218152 + Penalty 3120.378789 = -1713424.839363
  nChanged 103
		SP:Iteration 25Q (32370.300000 sec): 3 clusters
  Score: Raw -1716565.332070 + Penalty 3120.378789 = -1713444.953281
  nChanged 100
		SP:Iteration 26Q (32370.520000 sec): 3 clusters
  Score: Raw -1716585.039455 + Penalty 3120.378789 = -1713464.660666
  nChanged 104
		SP:Iteration 27Q (32370.740000 sec): 3 clusters
  Score: Raw -1716606.880991 + Penalty 3120.378789 = -1713486.502203
  nChanged 100
		SP:Iteration 28Q (32370.990000 sec): 3 clusters
  Score: Raw -1716625.605981 + Penalty 3120.378789 = -1713505.227192
  nChanged 102
		SP:Iteration 29Q (32371.250000 sec): 3 clusters
  Score: Raw -1716648.831981 + Penalty 3120.378789 = -1713528.453193
  nChanged 103
		SP:Iteration 30Q (32371.500000 sec): 3 clusters
  Score: Raw -1716668.824621 + Penalty 3120.378789 = -1713548.445832
  nChanged 96
		SP:Iteration 31Q (32371.740000 sec): 3 clusters
  Score: Raw -1716685.954207 + Penalty 3120.378789 = -1713565.575418
  nChanged 78
		SP:Iteration 32Q (32371.960000 sec): 3 clusters
  Score: Raw -1716699.315229 + Penalty 3120.378789 = -1713578.936440
  nChanged 68
		SP:Iteration 33Q (32372.220000 sec): 3 clusters
  Score: Raw -1716709.468301 + Penalty 3120.378789 = -1713589.089512
  nChanged 59
		SP:Iteration 34Q (32372.470000 sec): 3 clusters
  Score: Raw -1716719.095546 + Penalty 3120.378789 = -1713598.716758
  nChanged 54
		SP:Iteration 35Q (32372.690000 sec): 3 clusters
  Score: Raw -1716728.060092 + Penalty 3120.378789 = -1713607.681303
  nChanged 53
		SP:Iteration 36Q (32372.940000 sec): 3 clusters
  Score: Raw -1716736.078891 + Penalty 3120.378789 = -1713615.700102
  nChanged 53
		SP:Iteration 37Q (32373.180000 sec): 3 clusters
  Score: Raw -1716742.517416 + Penalty 3120.378789 = -1713622.138628
  nChanged 40
		SP:Iteration 38Q (32373.400000 sec): 3 clusters
  Score: Raw -1716746.789820 + Penalty 3120.378789 = -1713626.411031
  nChanged 37
		SP:Iteration 39Q (32373.630000 sec): 3 clusters
  Score: Raw -1716752.126196 + Penalty 3120.378789 = -1713631.747408
  nChanged 33
		SP:Iteration 40F (32373.890000 sec): 3 clusters
  Score: Raw -1716756.524124 + Penalty 3120.378789 = -1713636.145335
  nChanged 35
		SP:Iteration 41Q (32374.150000 sec): 3 clusters
  Score: Raw -1716760.689499 + Penalty 3120.378789 = -1713640.310711
  nChanged 32
		SP:Iteration 42Q (32374.360000 sec): 3 clusters
  Score: Raw -1716764.271870 + Penalty 3120.378789 = -1713643.893081
  nChanged 30
		SP:Iteration 43Q (32374.600000 sec): 3 clusters
  Score: Raw -1716767.441677 + Penalty 3120.378789 = -1713647.062889
  nChanged 23
		SP:Iteration 44Q (32374.800000 sec): 3 clusters
  Score: Raw -1716769.219546 + Penalty 3120.378789 = -1713648.840757
  nChanged 18
		SP:Iteration 45Q (32375.020000 sec): 3 clusters
  Score: Raw -1716770.735182 + Penalty 3120.378789 = -1713650.356393
  nChanged 19
		SP:Iteration 46Q (32375.280000 sec): 3 clusters
  Score: Raw -1716771.955251 + Penalty 3120.378789 = -1713651.576462
  nChanged 12
		SP:Iteration 47Q (32375.500000 sec): 3 clusters
  Score: Raw -1716772.819649 + Penalty 3120.378789 = -1713652.440860
  nChanged 10
		SP:Iteration 48Q (32375.750000 sec): 3 clusters
  Score: Raw -1716774.074756 + Penalty 3120.378789 = -1713653.695967
  nChanged 13
		SP:Iteration 49Q (32375.980000 sec): 3 clusters
  Score: Raw -1716775.395905 + Penalty 3120.378789 = -1713655.017116
  nChanged 13
		SP:Iteration 50Q (32376.210000 sec): 3 clusters
  Score: Raw -1716776.713041 + Penalty 3120.378789 = -1713656.334252
  nChanged 11
		SP:Iteration 51Q (32376.440000 sec): 3 clusters
  Score: Raw -1716777.855367 + Penalty 3120.378789 = -1713657.476579
  nChanged 9
		SP:Iteration 52Q (32376.650000 sec): 3 clusters
  Score: Raw -1716778.579762 + Penalty 3120.378789 = -1713658.200974
  nChanged 8
		SP:Iteration 53Q (32376.940000 sec): 3 clusters
  Score: Raw -1716779.232504 + Penalty 3120.378789 = -1713658.853716
  nChanged 9
		SP:Iteration 54Q (32377.140000 sec): 3 clusters
  Score: Raw -1716780.194940 + Penalty 3120.378789 = -1713659.816152
  nChanged 17
		SP:Iteration 55Q (32377.370000 sec): 3 clusters
  Score: Raw -1716781.953251 + Penalty 3120.378789 = -1713661.574463
  nChanged 17
		SP:Iteration 56Q (32377.610000 sec): 3 clusters
  Score: Raw -1716783.913375 + Penalty 3120.378789 = -1713663.534586
  nChanged 19
		SP:Iteration 57Q (32377.850000 sec): 3 clusters
  Score: Raw -1716785.801729 + Penalty 3120.378789 = -1713665.422941
  nChanged 20
		SP:Iteration 58Q (32378.080000 sec): 3 clusters
  Score: Raw -1716787.989836 + Penalty 3120.378789 = -1713667.611047
  nChanged 26
		SP:Iteration 59Q (32378.320000 sec): 3 clusters
  Score: Raw -1716790.966921 + Penalty 3120.378789 = -1713670.588133
  nChanged 25
		SP:Iteration 60F (32378.530000 sec): 3 clusters
  Score: Raw -1716793.512816 + Penalty 3120.378789 = -1713673.134027
  nChanged 23
		SP:Iteration 61Q (32378.810000 sec): 3 clusters
  Score: Raw -1716796.488688 + Penalty 3120.378789 = -1713676.109899
  nChanged 28
		SP:Iteration 62Q (32379.030000 sec): 3 clusters
  Score: Raw -1716799.361057 + Penalty 3120.378789 = -1713678.982269
  nChanged 20
		SP:Iteration 63Q (32379.240000 sec): 3 clusters
  Score: Raw -1716801.256760 + Penalty 3120.378789 = -1713680.877971
  nChanged 25
		SP:Iteration 64Q (32379.480000 sec): 3 clusters
  Score: Raw -1716803.843356 + Penalty 3120.378789 = -1713683.464568
  nChanged 20
		SP:Iteration 65Q (32379.690000 sec): 3 clusters
  Score: Raw -1716806.680412 + Penalty 3120.378789 = -1713686.301623
  nChanged 25
		SP:Iteration 66Q (32379.950000 sec): 3 clusters
  Score: Raw -1716809.158447 + Penalty 3120.378789 = -1713688.779659
  nChanged 24
		SP:Iteration 67Q (32380.170000 sec): 3 clusters
  Score: Raw -1716811.377349 + Penalty 3120.378789 = -1713690.998561
  nChanged 19
		SP:Iteration 68Q (32380.370000 sec): 3 clusters
  Score: Raw -1716813.312248 + Penalty 3120.378789 = -1713692.933460
  nChanged 23
		SP:Iteration 69Q (32380.600000 sec): 3 clusters
  Score: Raw -1716817.340766 + Penalty 3120.378789 = -1713696.961977
  nChanged 32
		SP:Iteration 70Q (32380.840000 sec): 3 clusters
  Score: Raw -1716822.183404 + Penalty 3120.378789 = -1713701.804615
  nChanged 28
		SP:Iteration 71Q (32381.070000 sec): 3 clusters
  Score: Raw -1716827.627655 + Penalty 3120.378789 = -1713707.248866
  nChanged 35
		SP:Iteration 72Q (32381.330000 sec): 3 clusters
  Score: Raw -1716833.433932 + Penalty 3120.378789 = -1713713.055143
  nChanged 41
		SP:Iteration 73Q (32381.540000 sec): 3 clusters
  Score: Raw -1716839.553802 + Penalty 3120.378789 = -1713719.175013
  nChanged 40
		SP:Iteration 74Q (32381.750000 sec): 3 clusters
  Score: Raw -1716845.767887 + Penalty 3120.378789 = -1713725.389098
  nChanged 46
		SP:Iteration 75Q (32381.990000 sec): 3 clusters
  Score: Raw -1716854.923737 + Penalty 3120.378789 = -1713734.544948
  nChanged 57
		SP:Iteration 76Q (32382.260000 sec): 3 clusters
  Score: Raw -1716866.186975 + Penalty 3120.378789 = -1713745.808186
  nChanged 57
		SP:Iteration 77Q (32382.480000 sec): 3 clusters
  Score: Raw -1716876.145252 + Penalty 3120.378789 = -1713755.766464
  nChanged 54
		SP:Iteration 78Q (32382.740000 sec): 3 clusters
  Score: Raw -1716884.897424 + Penalty 3120.378789 = -1713764.518635
  nChanged 55
		SP:Iteration 79Q (32382.950000 sec): 3 clusters
  Score: Raw -1716894.241278 + Penalty 3120.378789 = -1713773.862489
  nChanged 57
		SP:Iteration 80F (32383.200000 sec): 3 clusters
  Score: Raw -1716903.191277 + Penalty 3120.378789 = -1713782.812488
  nChanged 48
		SP:Iteration 81Q (32383.400000 sec): 3 clusters
  Score: Raw -1716910.382052 + Penalty 3120.378789 = -1713790.003263
  nChanged 44
		SP:Iteration 82Q (32383.610000 sec): 3 clusters
  Score: Raw -1716918.400648 + Penalty 3120.378789 = -1713798.021860
  nChanged 49
		SP:Iteration 83Q (32383.870000 sec): 3 clusters
  Score: Raw -1716926.653205 + Penalty 3120.378789 = -1713806.274416
  nChanged 49
		SP:Iteration 84Q (32384.080000 sec): 3 clusters
  Score: Raw -1716934.036005 + Penalty 3120.378789 = -1713813.657217
  nChanged 44
		SP:Iteration 85Q (32384.310000 sec): 3 clusters
  Score: Raw -1716941.845945 + Penalty 3120.378789 = -1713821.467157
  nChanged 50
		SP:Iteration 86Q (32384.540000 sec): 3 clusters
  Score: Raw -1716950.946250 + Penalty 3120.378789 = -1713830.567462
  nChanged 54
		SP:Iteration 87Q (32384.760000 sec): 3 clusters
  Score: Raw -1716961.930358 + Penalty 3120.378789 = -1713841.551569
  nChanged 56
		SP:Iteration 88Q (32384.990000 sec): 3 clusters
  Score: Raw -1716973.880575 + Penalty 3120.378789 = -1713853.501787
  nChanged 53
		SP:Iteration 89Q (32385.240000 sec): 3 clusters
  Score: Raw -1716984.941849 + Penalty 3120.378789 = -1713864.563061
  nChanged 61
		SP:Iteration 90Q (32385.500000 sec): 3 clusters
  Score: Raw -1716998.887204 + Penalty 3120.378789 = -1713878.508416
  nChanged 82
		SP:Iteration 91Q (32385.690000 sec): 3 clusters
  Score: Raw -1717016.593187 + Penalty 3120.378789 = -1713896.214399
  nChanged 69
		SP:Iteration 92Q (32385.940000 sec): 3 clusters
  Score: Raw -1717034.163175 + Penalty 3120.378789 = -1713913.784386
  nChanged 79
		SP:Iteration 93Q (32386.160000 sec): 3 clusters
  Score: Raw -1717060.265690 + Penalty 3120.378789 = -1713939.886902
  nChanged 79
		SP:Iteration 94Q (32386.390000 sec): 3 clusters
  Score: Raw -1717085.253707 + Penalty 3120.378789 = -1713964.874918
  nChanged 78
		SP:Iteration 95Q (32386.610000 sec): 3 clusters
  Score: Raw -1717105.108610 + Penalty 3120.378789 = -1713984.729821
  nChanged 74
		SP:Iteration 96Q (32386.840000 sec): 3 clusters
  Score: Raw -1717121.272436 + Penalty 3120.378789 = -1714000.893648
  nChanged 61
		SP:Iteration 97Q (32387.070000 sec): 3 clusters
  Score: Raw -1717135.990962 + Penalty 3120.378789 = -1714015.612173
  nChanged 64
		SP:Iteration 98Q (32387.330000 sec): 3 clusters
  Score: Raw -1717151.779981 + Penalty 3120.378789 = -1714031.401193
  nChanged 76
		SP:Iteration 99Q (32387.550000 sec): 3 clusters
  Score: Raw -1717170.097735 + Penalty 3120.378789 = -1714049.718947
  nChanged 81
		SP:Iteration 100F (32387.760000 sec): 3 clusters
  Score: Raw -1717188.209955 + Penalty 3120.378789 = -1714067.831166
  nChanged 71
		SP:Iteration 101Q (32388.000000 sec): 3 clusters
  Score: Raw -1717203.226881 + Penalty 3120.378789 = -1714082.848092
  nChanged 67
		SP:Iteration 102Q (32388.250000 sec): 3 clusters
  Score: Raw -1717215.818536 + Penalty 3120.378789 = -1714095.439747
  nChanged 57
		SP:Iteration 103Q (32388.440000 sec): 3 clusters
  Score: Raw -1717228.212057 + Penalty 3120.378789 = -1714107.833269
  nChanged 55
		SP:Iteration 104Q (32388.690000 sec): 3 clusters
  Score: Raw -1717240.333234 + Penalty 3120.378789 = -1714119.954445
  nChanged 51
		SP:Iteration 105Q (32388.920000 sec): 3 clusters
  Score: Raw -1717248.443115 + Penalty 3120.378789 = -1714128.064327
  nChanged 39
		SP:Iteration 106Q (32389.140000 sec): 3 clusters
  Score: Raw -1717254.167712 + Penalty 3120.378789 = -1714133.788924
  nChanged 42
		SP:Iteration 107Q (32389.370000 sec): 3 clusters
  Score: Raw -1717261.008961 + Penalty 3120.378789 = -1714140.630172
  nChanged 33
		SP:Iteration 108Q (32389.590000 sec): 3 clusters
  Score: Raw -1717264.926193 + Penalty 3120.378789 = -1714144.547405
  nChanged 21
		SP:Iteration 109Q (32389.860000 sec): 3 clusters
  Score: Raw -1717266.878648 + Penalty 3120.378789 = -1714146.499860
  nChanged 20
		SP:Iteration 110Q (32390.050000 sec): 3 clusters
  Score: Raw -1717268.929479 + Penalty 3120.378789 = -1714148.550691
  nChanged 11
		SP:Iteration 111Q (32390.300000 sec): 3 clusters
  Score: Raw -1717269.893684 + Penalty 3120.378789 = -1714149.514895
  nChanged 10
		SP:Iteration 112Q (32390.530000 sec): 3 clusters
  Score: Raw -1717270.758606 + Penalty 3120.378789 = -1714150.379817
  nChanged 9
		SP:Iteration 113Q (32390.770000 sec): 3 clusters
  Score: Raw -1717271.550869 + Penalty 3120.378789 = -1714151.172080
  nChanged 5
		SP:Iteration 114Q (32391.020000 sec): 3 clusters
  Score: Raw -1717272.112555 + Penalty 3120.378789 = -1714151.733766
  nChanged 6
		SP:Iteration 115Q (32391.250000 sec): 3 clusters
  Score: Raw -1717272.737191 + Penalty 3120.378789 = -1714152.358402
  nChanged 6
		SP:Iteration 116Q (32391.510000 sec): 3 clusters
  Score: Raw -1717273.303888 + Penalty 3120.378789 = -1714152.925099
  nChanged 6
		SP:Iteration 117Q (32391.730000 sec): 3 clusters
  Score: Raw -1717273.812593 + Penalty 3120.378789 = -1714153.433804
  nChanged 4
		SP:Iteration 118Q (32391.980000 sec): 3 clusters
  Score: Raw -1717273.976521 + Penalty 3120.378789 = -1714153.597732
  nChanged 6
		SP:Iteration 119Q (32392.180000 sec): 3 clusters
  Score: Raw -1717274.501384 + Penalty 3120.378789 = -1714154.122595
  nChanged 7
		SP:Iteration 120F (32392.450000 sec): 3 clusters
  Score: Raw -1717275.332423 + Penalty 3120.378789 = -1714154.953635
  nChanged 10
		SP:Iteration 121Q (32392.650000 sec): 3 clusters
  Score: Raw -1717276.209338 + Penalty 3120.378789 = -1714155.830550
  nChanged 11
		SP:Iteration 122Q (32392.890000 sec): 3 clusters
  Score: Raw -1717277.265840 + Penalty 3120.378789 = -1714156.887052
  nChanged 9
		SP:Iteration 123Q (32393.110000 sec): 3 clusters
  Score: Raw -1717278.196886 + Penalty 3120.378789 = -1714157.818097
  nChanged 10
		SP:Iteration 124Q (32393.330000 sec): 3 clusters
  Score: Raw -1717279.129575 + Penalty 3120.378789 = -1714158.750787
  nChanged 10
		SP:Iteration 125Q (32393.590000 sec): 3 clusters
  Score: Raw -1717279.920738 + Penalty 3120.378789 = -1714159.541949
  nChanged 9
		SP:Iteration 126Q (32393.800000 sec): 3 clusters
  Score: Raw -1717280.716735 + Penalty 3120.378789 = -1714160.337947
  nChanged 4
		SP:Iteration 127Q (32394.060000 sec): 3 clusters
  Score: Raw -1717281.086116 + Penalty 3120.378789 = -1714160.707327
  nChanged 1
		SP:Iteration 128Q (32394.260000 sec): 3 clusters
  Score: Raw -1717281.175516 + Penalty 3120.378789 = -1714160.796728
  nChanged 3
		SP:Iteration 129Q (32394.510000 sec): 3 clusters
  Score: Raw -1717281.435264 + Penalty 3120.378789 = -1714161.056475
  nChanged 2
		SP:Iteration 130Q (32394.730000 sec): 3 clusters
  Score: Raw -1717281.607417 + Penalty 3120.378789 = -1714161.228628
  nChanged 4
		SP:Iteration 131Q (32394.930000 sec): 3 clusters
  Score: Raw -1717281.859543 + Penalty 3120.378789 = -1714161.480755
  nChanged 2
		SP:Iteration 132Q (32395.170000 sec): 3 clusters
  Score: Raw -1717281.957892 + Penalty 3120.378789 = -1714161.579104
  nChanged 2
		SP:Iteration 133Q (32395.420000 sec): 3 clusters
  Score: Raw -1717282.002851 + Penalty 3120.378789 = -1714161.624063
  nChanged 1
		SP:Iteration 134Q (32395.610000 sec): 3 clusters
  Score: Raw -1717282.017669 + Penalty 3120.378789 = -1714161.638881
  nChanged 1
		SP:Iteration 135Q (32395.890000 sec): 3 clusters
  Score: Raw -1717282.057480 + Penalty 3120.378789 = -1714161.678691
  nChanged 1
		SP:Iteration 136Q (32396.140000 sec): 3 clusters
  Score: Raw -1717282.091410 + Penalty 3120.378789 = -1714161.712622
  nChanged 0
		SP:Iteration 137F (32396.370000 sec): 3 clusters
  Score: Raw -1717282.091410 + Penalty 3120.378789 = -1714161.712622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (1993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32396.470000 sec): 2 clusters
  Score: Raw -220964.250406 + Penalty 1234.576902 = -219729.673504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32396.650000 sec): 3 clusters
  Score: Raw -220164.931672 + Penalty 2469.153804 = -217695.777868
  nChanged 663
		SP:Iteration 1F (32396.790000 sec): 3 clusters
  Score: Raw -220603.440087 + Penalty 2469.153804 = -218134.286283
  nChanged 186
		SP:Iteration 2F (32396.980000 sec): 3 clusters
  Score: Raw -220752.790730 + Penalty 2469.153804 = -218283.636926
  nChanged 118
		SP:Iteration 3F (32397.140000 sec): 3 clusters
  Score: Raw -220883.412066 + Penalty 2469.153804 = -218414.258262
  nChanged 92
		SP:Iteration 4Q (32397.330000 sec): 3 clusters
  Score: Raw -220976.154722 + Penalty 2469.153804 = -218507.000918
  nChanged 88
		SP:Iteration 5Q (32397.440000 sec): 3 clusters
  Score: Raw -221049.748581 + Penalty 2469.153804 = -218580.594777
  nChanged 78
		SP:Iteration 6Q (32397.640000 sec): 3 clusters
  Score: Raw -221117.298354 + Penalty 2469.153804 = -218648.144550
  nChanged 64
		SP:Iteration 7Q (32397.780000 sec): 3 clusters
  Score: Raw -221184.664953 + Penalty 2469.153804 = -218715.511149
  nChanged 69
		SP:Iteration 8Q (32397.940000 sec): 3 clusters
  Score: Raw -221242.324090 + Penalty 2469.153804 = -218773.170286
  nChanged 60
		SP:Iteration 9Q (32398.080000 sec): 3 clusters
  Score: Raw -221297.137763 + Penalty 2469.153804 = -218827.983959
  nChanged 54
		SP:Iteration 10Q (32398.250000 sec): 3 clusters
  Score: Raw -221341.549927 + Penalty 2469.153804 = -218872.396123
  nChanged 35
		SP:Iteration 11Q (32398.390000 sec): 3 clusters
  Score: Raw -221362.432358 + Penalty 2469.153804 = -218893.278554
  nChanged 27
		SP:Iteration 12Q (32398.500000 sec): 3 clusters
  Score: Raw -221381.718522 + Penalty 2469.153804 = -218912.564717
  nChanged 25
		SP:Iteration 13Q (32398.680000 sec): 3 clusters
  Score: Raw -221397.969448 + Penalty 2469.153804 = -218928.815644
  nChanged 11
		SP:Iteration 14Q (32398.830000 sec): 3 clusters
  Score: Raw -221404.038862 + Penalty 2469.153804 = -218934.885058
  nChanged 9
		SP:Iteration 15Q (32398.930000 sec): 3 clusters
  Score: Raw -221409.511922 + Penalty 2469.153804 = -218940.358118
  nChanged 9
		SP:Iteration 16Q (32399.090000 sec): 3 clusters
  Score: Raw -221415.632181 + Penalty 2469.153804 = -218946.478377
  nChanged 8
		SP:Iteration 17Q (32399.190000 sec): 3 clusters
  Score: Raw -221421.298666 + Penalty 2469.153804 = -218952.144862
  nChanged 7
		SP:Iteration 18Q (32399.340000 sec): 3 clusters
  Score: Raw -221427.330997 + Penalty 2469.153804 = -218958.177193
  nChanged 8
		SP:Iteration 19Q (32399.500000 sec): 3 clusters
  Score: Raw -221432.909974 + Penalty 2469.153804 = -218963.756170
  nChanged 4
		SP:Iteration 20F (32399.650000 sec): 3 clusters
  Score: Raw -221433.917457 + Penalty 2469.153804 = -218964.763653
  nChanged 2
		SP:Iteration 21Q (32399.800000 sec): 3 clusters
  Score: Raw -221435.041618 + Penalty 2469.153804 = -218965.887814
  nChanged 3
		SP:Iteration 22Q (32399.950000 sec): 3 clusters
  Score: Raw -221436.570252 + Penalty 2469.153804 = -218967.416448
  nChanged 5
		SP:Iteration 23Q (32400.050000 sec): 3 clusters
  Score: Raw -221438.666411 + Penalty 2469.153804 = -218969.512607
  nChanged 6
		SP:Iteration 24Q (32400.210000 sec): 3 clusters
  Score: Raw -221442.378075 + Penalty 2469.153804 = -218973.224271
  nChanged 3
		SP:Iteration 25Q (32400.400000 sec): 3 clusters
  Score: Raw -221443.925104 + Penalty 2469.153804 = -218974.771300
  nChanged 1
		SP:Iteration 26Q (32400.500000 sec): 3 clusters
  Score: Raw -221444.450308 + Penalty 2469.153804 = -218975.296504
  nChanged 0
		SP:Iteration 27F (32400.640000 sec): 3 clusters
  Score: Raw -221444.450308 + Penalty 2469.153804 = -218975.296504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32400.780000 sec): 2 clusters
  Score: Raw -1102109.385337 + Penalty 1486.625557 = -1100622.759779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32400.970000 sec): 3 clusters
  Score: Raw -1096747.788349 + Penalty 2973.251115 = -1093774.537234
  nChanged 4038
		SP:Iteration 1F (32401.190000 sec): 3 clusters
  Score: Raw -1098972.927168 + Penalty 2973.251115 = -1095999.676053
  nChanged 604
		SP:Iteration 2F (32401.430000 sec): 3 clusters
  Score: Raw -1099282.040493 + Penalty 2973.251115 = -1096308.789378
  nChanged 547
		SP:Iteration 3F (32401.610000 sec): 3 clusters
  Score: Raw -1099605.469493 + Penalty 2973.251115 = -1096632.218379
  nChanged 559
		SP:Iteration 4F (32401.770000 sec): 3 clusters
  Score: Raw -1099990.678031 + Penalty 2973.251115 = -1097017.426916
  nChanged 605
		SP:Iteration 5F (32401.990000 sec): 3 clusters
  Score: Raw -1100475.352164 + Penalty 2973.251115 = -1097502.101049
  nChanged 641
		SP:Iteration 6F (32402.190000 sec): 3 clusters
  Score: Raw -1101038.207033 + Penalty 2973.251115 = -1098064.955918
  nChanged 573
		SP:Iteration 7F (32402.360000 sec): 3 clusters
  Score: Raw -1101469.205519 + Penalty 2973.251115 = -1098495.954404
  nChanged 477
		SP:Iteration 8F (32402.580000 sec): 3 clusters
  Score: Raw -1101761.103841 + Penalty 2973.251115 = -1098787.852726
  nChanged 371
		SP:Iteration 9Q (32402.780000 sec): 3 clusters
  Score: Raw -1101911.286647 + Penalty 2973.251115 = -1098938.035532
  nChanged 253
		SP:Iteration 10Q (32402.980000 sec): 3 clusters
  Score: Raw -1101994.614415 + Penalty 2973.251115 = -1099021.363300
  nChanged 184
		SP:Iteration 11Q (32403.190000 sec): 3 clusters
  Score: Raw -1102059.561906 + Penalty 2973.251115 = -1099086.310791
  nChanged 150
		SP:Iteration 12Q (32403.400000 sec): 3 clusters
  Score: Raw -1102104.966961 + Penalty 2973.251115 = -1099131.715846
  nChanged 129
		SP:Iteration 13Q (32403.600000 sec): 3 clusters
  Score: Raw -1102143.007421 + Penalty 2973.251115 = -1099169.756307
  nChanged 114
		SP:Iteration 14Q (32403.800000 sec): 3 clusters
  Score: Raw -1102176.990339 + Penalty 2973.251115 = -1099203.739224
  nChanged 110
		SP:Iteration 15Q (32404.030000 sec): 3 clusters
  Score: Raw -1102214.058159 + Penalty 2973.251115 = -1099240.807044
  nChanged 125
		SP:Iteration 16Q (32404.220000 sec): 3 clusters
  Score: Raw -1102255.824449 + Penalty 2973.251115 = -1099282.573335
  nChanged 134
		SP:Iteration 17Q (32404.430000 sec): 3 clusters
  Score: Raw -1102295.124295 + Penalty 2973.251115 = -1099321.873180
  nChanged 91
		SP:Iteration 18Q (32404.600000 sec): 3 clusters
  Score: Raw -1102316.453943 + Penalty 2973.251115 = -1099343.202828
  nChanged 91
		SP:Iteration 19Q (32404.800000 sec): 3 clusters
  Score: Raw -1102345.280230 + Penalty 2973.251115 = -1099372.029115
  nChanged 95
		SP:Iteration 20F (32405.020000 sec): 3 clusters
  Score: Raw -1102372.700897 + Penalty 2973.251115 = -1099399.449782
  nChanged 79
		SP:Iteration 21Q (32405.210000 sec): 3 clusters
  Score: Raw -1102399.353925 + Penalty 2973.251115 = -1099426.102810
  nChanged 74
		SP:Iteration 22Q (32405.400000 sec): 3 clusters
  Score: Raw -1102422.339515 + Penalty 2973.251115 = -1099449.088400
  nChanged 83
		SP:Iteration 23Q (32405.600000 sec): 3 clusters
  Score: Raw -1102445.520973 + Penalty 2973.251115 = -1099472.269858
  nChanged 71
		SP:Iteration 24Q (32405.790000 sec): 3 clusters
  Score: Raw -1102464.826939 + Penalty 2973.251115 = -1099491.575825
  nChanged 72
		SP:Iteration 25Q (32406.030000 sec): 3 clusters
  Score: Raw -1102482.079072 + Penalty 2973.251115 = -1099508.827957
  nChanged 56
		SP:Iteration 26Q (32406.210000 sec): 3 clusters
  Score: Raw -1102494.613496 + Penalty 2973.251115 = -1099521.362381
  nChanged 61
		SP:Iteration 27Q (32406.380000 sec): 3 clusters
  Score: Raw -1102506.067407 + Penalty 2973.251115 = -1099532.816293
  nChanged 40
		SP:Iteration 28Q (32406.590000 sec): 3 clusters
  Score: Raw -1102513.463824 + Penalty 2973.251115 = -1099540.212709
  nChanged 33
		SP:Iteration 29Q (32406.800000 sec): 3 clusters
  Score: Raw -1102520.842330 + Penalty 2973.251115 = -1099547.591215
  nChanged 35
		SP:Iteration 30Q (32407.040000 sec): 3 clusters
  Score: Raw -1102527.709500 + Penalty 2973.251115 = -1099554.458385
  nChanged 31
		SP:Iteration 31Q (32407.220000 sec): 3 clusters
  Score: Raw -1102534.225000 + Penalty 2973.251115 = -1099560.973885
  nChanged 36
		SP:Iteration 32Q (32407.440000 sec): 3 clusters
  Score: Raw -1102541.421381 + Penalty 2973.251115 = -1099568.170267
  nChanged 30
		SP:Iteration 33Q (32407.620000 sec): 3 clusters
  Score: Raw -1102546.770047 + Penalty 2973.251115 = -1099573.518933
  nChanged 24
		SP:Iteration 34Q (32407.820000 sec): 3 clusters
  Score: Raw -1102551.228446 + Penalty 2973.251115 = -1099577.977331
  nChanged 24
		SP:Iteration 35Q (32408.010000 sec): 3 clusters
  Score: Raw -1102555.576390 + Penalty 2973.251115 = -1099582.325275
  nChanged 26
		SP:Iteration 36Q (32408.220000 sec): 3 clusters
  Score: Raw -1102560.129749 + Penalty 2973.251115 = -1099586.878635
  nChanged 26
		SP:Iteration 37Q (32408.390000 sec): 3 clusters
  Score: Raw -1102564.215879 + Penalty 2973.251115 = -1099590.964764
  nChanged 28
		SP:Iteration 38Q (32408.580000 sec): 3 clusters
  Score: Raw -1102569.781048 + Penalty 2973.251115 = -1099596.529933
  nChanged 35
		SP:Iteration 39Q (32408.800000 sec): 3 clusters
  Score: Raw -1102575.738640 + Penalty 2973.251115 = -1099602.487525
  nChanged 27
		SP:Iteration 40F (32408.960000 sec): 3 clusters
  Score: Raw -1102581.237114 + Penalty 2973.251115 = -1099607.985999
  nChanged 33
		SP:Iteration 41Q (32409.170000 sec): 3 clusters
  Score: Raw -1102587.209454 + Penalty 2973.251115 = -1099613.958340
  nChanged 32
		SP:Iteration 42Q (32409.380000 sec): 3 clusters
  Score: Raw -1102595.347552 + Penalty 2973.251115 = -1099622.096437
  nChanged 41
		SP:Iteration 43Q (32409.640000 sec): 3 clusters
  Score: Raw -1102606.706749 + Penalty 2973.251115 = -1099633.455635
  nChanged 51
		SP:Iteration 44Q (32409.850000 sec): 3 clusters
  Score: Raw -1102619.614053 + Penalty 2973.251115 = -1099646.362938
  nChanged 43
		SP:Iteration 45Q (32410.050000 sec): 3 clusters
  Score: Raw -1102627.265183 + Penalty 2973.251115 = -1099654.014069
  nChanged 31
		SP:Iteration 46Q (32410.250000 sec): 3 clusters
  Score: Raw -1102633.105541 + Penalty 2973.251115 = -1099659.854426
  nChanged 24
		SP:Iteration 47Q (32410.450000 sec): 3 clusters
  Score: Raw -1102639.795503 + Penalty 2973.251115 = -1099666.544389
  nChanged 31
		SP:Iteration 48Q (32410.650000 sec): 3 clusters
  Score: Raw -1102646.841673 + Penalty 2973.251115 = -1099673.590558
  nChanged 39
		SP:Iteration 49Q (32410.850000 sec): 3 clusters
  Score: Raw -1102657.330311 + Penalty 2973.251115 = -1099684.079196
  nChanged 35
		SP:Iteration 50Q (32411.070000 sec): 3 clusters
  Score: Raw -1102663.779210 + Penalty 2973.251115 = -1099690.528095
  nChanged 24
		SP:Iteration 51Q (32411.290000 sec): 3 clusters
  Score: Raw -1102668.195841 + Penalty 2973.251115 = -1099694.944726
  nChanged 21
		SP:Iteration 52Q (32411.480000 sec): 3 clusters
  Score: Raw -1102674.220669 + Penalty 2973.251115 = -1099700.969555
  nChanged 24
		SP:Iteration 53Q (32411.690000 sec): 3 clusters
  Score: Raw -1102680.422025 + Penalty 2973.251115 = -1099707.170910
  nChanged 28
		SP:Iteration 54Q (32411.860000 sec): 3 clusters
  Score: Raw -1102686.917803 + Penalty 2973.251115 = -1099713.666688
  nChanged 21
		SP:Iteration 55Q (32412.090000 sec): 3 clusters
  Score: Raw -1102690.322046 + Penalty 2973.251115 = -1099717.070931
  nChanged 16
		SP:Iteration 56Q (32412.330000 sec): 3 clusters
  Score: Raw -1102692.533251 + Penalty 2973.251115 = -1099719.282136
  nChanged 9
		SP:Iteration 57Q (32412.540000 sec): 3 clusters
  Score: Raw -1102693.927373 + Penalty 2973.251115 = -1099720.676259
  nChanged 7
		SP:Iteration 58Q (32412.730000 sec): 3 clusters
  Score: Raw -1102695.045771 + Penalty 2973.251115 = -1099721.794657
  nChanged 6
		SP:Iteration 59Q (32412.920000 sec): 3 clusters
  Score: Raw -1102695.968572 + Penalty 2973.251115 = -1099722.717457
  nChanged 8
		SP:Iteration 60F (32413.130000 sec): 3 clusters
  Score: Raw -1102697.257536 + Penalty 2973.251115 = -1099724.006421
  nChanged 6
		SP:Iteration 61Q (32413.360000 sec): 3 clusters
  Score: Raw -1102697.865825 + Penalty 2973.251115 = -1099724.614710
  nChanged 5
		SP:Iteration 62Q (32413.530000 sec): 3 clusters
  Score: Raw -1102698.753041 + Penalty 2973.251115 = -1099725.501926
  nChanged 10
		SP:Iteration 63Q (32413.740000 sec): 3 clusters
  Score: Raw -1102700.891792 + Penalty 2973.251115 = -1099727.640677
  nChanged 18
		SP:Iteration 64Q (32413.960000 sec): 3 clusters
  Score: Raw -1102704.397511 + Penalty 2973.251115 = -1099731.146396
  nChanged 14
		SP:Iteration 65Q (32414.150000 sec): 3 clusters
  Score: Raw -1102706.511650 + Penalty 2973.251115 = -1099733.260535
  nChanged 11
		SP:Iteration 66Q (32414.320000 sec): 3 clusters
  Score: Raw -1102708.510637 + Penalty 2973.251115 = -1099735.259522
  nChanged 17
		SP:Iteration 67Q (32414.560000 sec): 3 clusters
  Score: Raw -1102711.650880 + Penalty 2973.251115 = -1099738.399765
  nChanged 13
		SP:Iteration 68Q (32414.770000 sec): 3 clusters
  Score: Raw -1102713.995924 + Penalty 2973.251115 = -1099740.744809
  nChanged 20
		SP:Iteration 69Q (32414.960000 sec): 3 clusters
  Score: Raw -1102717.915588 + Penalty 2973.251115 = -1099744.664473
  nChanged 17
		SP:Iteration 70Q (32415.170000 sec): 3 clusters
  Score: Raw -1102721.034990 + Penalty 2973.251115 = -1099747.783875
  nChanged 8
		SP:Iteration 71Q (32415.340000 sec): 3 clusters
  Score: Raw -1102723.264549 + Penalty 2973.251115 = -1099750.013435
  nChanged 19
		SP:Iteration 72Q (32415.560000 sec): 3 clusters
  Score: Raw -1102727.794225 + Penalty 2973.251115 = -1099754.543110
  nChanged 22
		SP:Iteration 73Q (32415.790000 sec): 3 clusters
  Score: Raw -1102733.067556 + Penalty 2973.251115 = -1099759.816442
  nChanged 23
		SP:Iteration 74Q (32416.020000 sec): 3 clusters
  Score: Raw -1102736.842962 + Penalty 2973.251115 = -1099763.591847
  nChanged 18
		SP:Iteration 75Q (32416.210000 sec): 3 clusters
  Score: Raw -1102739.284682 + Penalty 2973.251115 = -1099766.033567
  nChanged 13
		SP:Iteration 76Q (32416.400000 sec): 3 clusters
  Score: Raw -1102741.532494 + Penalty 2973.251115 = -1099768.281379
  nChanged 8
		SP:Iteration 77Q (32416.600000 sec): 3 clusters
  Score: Raw -1102742.586937 + Penalty 2973.251115 = -1099769.335822
  nChanged 3
		SP:Iteration 78Q (32416.800000 sec): 3 clusters
  Score: Raw -1102743.040307 + Penalty 2973.251115 = -1099769.789193
  nChanged 5
		SP:Iteration 79Q (32417.020000 sec): 3 clusters
  Score: Raw -1102743.937880 + Penalty 2973.251115 = -1099770.686766
  nChanged 12
		SP:Iteration 80F (32417.210000 sec): 3 clusters
  Score: Raw -1102746.207503 + Penalty 2973.251115 = -1099772.956389
  nChanged 13
		SP:Iteration 81Q (32417.390000 sec): 3 clusters
  Score: Raw -1102748.867039 + Penalty 2973.251115 = -1099775.615925
  nChanged 18
		SP:Iteration 82Q (32417.570000 sec): 3 clusters
  Score: Raw -1102751.850317 + Penalty 2973.251115 = -1099778.599203
  nChanged 14
		SP:Iteration 83Q (32417.730000 sec): 3 clusters
  Score: Raw -1102754.138749 + Penalty 2973.251115 = -1099780.887634
  nChanged 10
		SP:Iteration 84Q (32417.970000 sec): 3 clusters
  Score: Raw -1102756.357720 + Penalty 2973.251115 = -1099783.106605
  nChanged 14
		SP:Iteration 85Q (32418.160000 sec): 3 clusters
  Score: Raw -1102758.933880 + Penalty 2973.251115 = -1099785.682765
  nChanged 17
		SP:Iteration 86Q (32418.370000 sec): 3 clusters
  Score: Raw -1102763.699780 + Penalty 2973.251115 = -1099790.448666
  nChanged 19
		SP:Iteration 87Q (32418.570000 sec): 3 clusters
  Score: Raw -1102769.229296 + Penalty 2973.251115 = -1099795.978182
  nChanged 20
		SP:Iteration 88Q (32418.800000 sec): 3 clusters
  Score: Raw -1102775.345609 + Penalty 2973.251115 = -1099802.094494
  nChanged 29
		SP:Iteration 89Q (32419.000000 sec): 3 clusters
  Score: Raw -1102783.997918 + Penalty 2973.251115 = -1099810.746803
  nChanged 34
		SP:Iteration 90Q (32419.180000 sec): 3 clusters
  Score: Raw -1102792.837183 + Penalty 2973.251115 = -1099819.586068
  nChanged 32
		SP:Iteration 91Q (32419.380000 sec): 3 clusters
  Score: Raw -1102800.143941 + Penalty 2973.251115 = -1099826.892826
  nChanged 29
		SP:Iteration 92Q (32419.570000 sec): 3 clusters
  Score: Raw -1102811.262636 + Penalty 2973.251115 = -1099838.011521
  nChanged 41
		SP:Iteration 93Q (32419.750000 sec): 3 clusters
  Score: Raw -1102828.799354 + Penalty 2973.251115 = -1099855.548239
  nChanged 48
		SP:Iteration 94Q (32419.980000 sec): 3 clusters
  Score: Raw -1102849.814515 + Penalty 2973.251115 = -1099876.563401
  nChanged 49
		SP:Iteration 95Q (32420.180000 sec): 3 clusters
  Score: Raw -1102866.703002 + Penalty 2973.251115 = -1099893.451888
  nChanged 46
		SP:Iteration 96Q (32420.340000 sec): 3 clusters
  Score: Raw -1102883.864831 + Penalty 2973.251115 = -1099910.613716
  nChanged 51
		SP:Iteration 97Q (32420.520000 sec): 3 clusters
  Score: Raw -1102899.631324 + Penalty 2973.251115 = -1099926.380209
  nChanged 38
		SP:Iteration 98Q (32420.720000 sec): 3 clusters
  Score: Raw -1102913.062014 + Penalty 2973.251115 = -1099939.810899
  nChanged 33
		SP:Iteration 99Q (32420.940000 sec): 3 clusters
  Score: Raw -1102922.540152 + Penalty 2973.251115 = -1099949.289038
  nChanged 25
		SP:Iteration 100F (32421.180000 sec): 3 clusters
  Score: Raw -1102929.865510 + Penalty 2973.251115 = -1099956.614395
  nChanged 16
		SP:Iteration 101Q (32421.350000 sec): 3 clusters
  Score: Raw -1102934.419589 + Penalty 2973.251115 = -1099961.168474
  nChanged 17
		SP:Iteration 102Q (32421.570000 sec): 3 clusters
  Score: Raw -1102938.782801 + Penalty 2973.251115 = -1099965.531687
  nChanged 11
		SP:Iteration 103Q (32421.800000 sec): 3 clusters
  Score: Raw -1102941.805209 + Penalty 2973.251115 = -1099968.554095
  nChanged 6
		SP:Iteration 104Q (32421.980000 sec): 3 clusters
  Score: Raw -1102943.670377 + Penalty 2973.251115 = -1099970.419262
  nChanged 10
		SP:Iteration 105Q (32422.200000 sec): 3 clusters
  Score: Raw -1102946.949914 + Penalty 2973.251115 = -1099973.698800
  nChanged 14
		SP:Iteration 106Q (32422.390000 sec): 3 clusters
  Score: Raw -1102952.298119 + Penalty 2973.251115 = -1099979.047004
  nChanged 12
		SP:Iteration 107Q (32422.590000 sec): 3 clusters
  Score: Raw -1102956.449429 + Penalty 2973.251115 = -1099983.198314
  nChanged 14
		SP:Iteration 108Q (32422.770000 sec): 3 clusters
  Score: Raw -1102961.234598 + Penalty 2973.251115 = -1099987.983484
  nChanged 18
		SP:Iteration 109Q (32422.970000 sec): 3 clusters
  Score: Raw -1102967.288615 + Penalty 2973.251115 = -1099994.037500
  nChanged 16
		SP:Iteration 110Q (32423.160000 sec): 3 clusters
  Score: Raw -1102970.836604 + Penalty 2973.251115 = -1099997.585490
  nChanged 13
		SP:Iteration 111Q (32423.340000 sec): 3 clusters
  Score: Raw -1102973.906983 + Penalty 2973.251115 = -1100000.655868
  nChanged 15
		SP:Iteration 112Q (32423.590000 sec): 3 clusters
  Score: Raw -1102977.420755 + Penalty 2973.251115 = -1100004.169640
  nChanged 16
		SP:Iteration 113Q (32423.740000 sec): 3 clusters
  Score: Raw -1102981.451286 + Penalty 2973.251115 = -1100008.200171
  nChanged 9
		SP:Iteration 114Q (32423.900000 sec): 3 clusters
  Score: Raw -1102984.729341 + Penalty 2973.251115 = -1100011.478227
  nChanged 15
		SP:Iteration 115Q (32424.080000 sec): 3 clusters
  Score: Raw -1102988.012091 + Penalty 2973.251115 = -1100014.760976
  nChanged 10
		SP:Iteration 116Q (32424.240000 sec): 3 clusters
  Score: Raw -1102991.448535 + Penalty 2973.251115 = -1100018.197421
  nChanged 16
		SP:Iteration 117Q (32424.470000 sec): 3 clusters
  Score: Raw -1102995.195643 + Penalty 2973.251115 = -1100021.944528
  nChanged 12
		SP:Iteration 118Q (32424.640000 sec): 3 clusters
  Score: Raw -1102998.203571 + Penalty 2973.251115 = -1100024.952456
  nChanged 8
		SP:Iteration 119Q (32424.880000 sec): 3 clusters
  Score: Raw -1102999.549733 + Penalty 2973.251115 = -1100026.298618
  nChanged 5
		SP:Iteration 120F (32425.070000 sec): 3 clusters
  Score: Raw -1103000.217025 + Penalty 2973.251115 = -1100026.965910
  nChanged 3
		SP:Iteration 121Q (32425.240000 sec): 3 clusters
  Score: Raw -1103000.664065 + Penalty 2973.251115 = -1100027.412950
  nChanged 4
		SP:Iteration 122Q (32425.420000 sec): 3 clusters
  Score: Raw -1103001.379577 + Penalty 2973.251115 = -1100028.128463
  nChanged 3
		SP:Iteration 123Q (32425.650000 sec): 3 clusters
  Score: Raw -1103002.361225 + Penalty 2973.251115 = -1100029.110111
  nChanged 5
		SP:Iteration 124Q (32425.840000 sec): 3 clusters
  Score: Raw -1103003.916847 + Penalty 2973.251115 = -1100030.665732
  nChanged 2
		SP:Iteration 125Q (32426.000000 sec): 3 clusters
  Score: Raw -1103004.600619 + Penalty 2973.251115 = -1100031.349504
  nChanged 4
		SP:Iteration 126Q (32426.220000 sec): 3 clusters
  Score: Raw -1103005.734707 + Penalty 2973.251115 = -1100032.483592
  nChanged 5
		SP:Iteration 127Q (32426.390000 sec): 3 clusters
  Score: Raw -1103007.522531 + Penalty 2973.251115 = -1100034.271416
  nChanged 3
		SP:Iteration 128Q (32426.560000 sec): 3 clusters
  Score: Raw -1103008.000887 + Penalty 2973.251115 = -1100034.749772
  nChanged 3
		SP:Iteration 129Q (32426.750000 sec): 3 clusters
  Score: Raw -1103008.544093 + Penalty 2973.251115 = -1100035.292979
  nChanged 4
		SP:Iteration 130Q (32426.940000 sec): 3 clusters
  Score: Raw -1103009.386119 + Penalty 2973.251115 = -1100036.135004
  nChanged 4
		SP:Iteration 131Q (32427.150000 sec): 3 clusters
  Score: Raw -1103010.149452 + Penalty 2973.251115 = -1100036.898338
  nChanged 2
		SP:Iteration 132Q (32427.350000 sec): 3 clusters
  Score: Raw -1103010.511969 + Penalty 2973.251115 = -1100037.260854
  nChanged 1
		SP:Iteration 133Q (32427.540000 sec): 3 clusters
  Score: Raw -1103010.705240 + Penalty 2973.251115 = -1100037.454125
  nChanged 0
		SP:Iteration 134F (32427.740000 sec): 3 clusters
  Score: Raw -1103010.705240 + Penalty 2973.251115 = -1100037.454125
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32427.840000 sec): 2 clusters
  Score: Raw -374905.536318 + Penalty 1308.446438 = -373597.089881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32428.000000 sec): 3 clusters
  Score: Raw -373409.566179 + Penalty 2616.892876 = -370792.673304
  nChanged 1203
		SP:Iteration 1F (32428.160000 sec): 3 clusters
  Score: Raw -374123.378292 + Penalty 2616.892876 = -371506.485417
  nChanged 273
		SP:Iteration 2F (32428.330000 sec): 3 clusters
  Score: Raw -374288.823254 + Penalty 2616.892876 = -371671.930378
  nChanged 158
		SP:Iteration 3F (32428.490000 sec): 3 clusters
  Score: Raw -374381.943583 + Penalty 2616.892876 = -371765.050707
  nChanged 132
		SP:Iteration 4Q (32428.640000 sec): 3 clusters
  Score: Raw -374460.468036 + Penalty 2616.892876 = -371843.575160
  nChanged 115
		SP:Iteration 5Q (32428.790000 sec): 3 clusters
  Score: Raw -374521.176772 + Penalty 2616.892876 = -371904.283896
  nChanged 84
		SP:Iteration 6Q (32428.940000 sec): 3 clusters
  Score: Raw -374567.521361 + Penalty 2616.892876 = -371950.628485
  nChanged 76
		SP:Iteration 7Q (32429.090000 sec): 3 clusters
  Score: Raw -374612.477956 + Penalty 2616.892876 = -371995.585081
  nChanged 80
		SP:Iteration 8Q (32429.280000 sec): 3 clusters
  Score: Raw -374660.641915 + Penalty 2616.892876 = -372043.749039
  nChanged 72
		SP:Iteration 9Q (32429.450000 sec): 3 clusters
  Score: Raw -374695.748443 + Penalty 2616.892876 = -372078.855567
  nChanged 58
		SP:Iteration 10Q (32429.650000 sec): 3 clusters
  Score: Raw -374728.200954 + Penalty 2616.892876 = -372111.308078
  nChanged 59
		SP:Iteration 11Q (32429.800000 sec): 3 clusters
  Score: Raw -374760.929216 + Penalty 2616.892876 = -372144.036340
  nChanged 57
		SP:Iteration 12Q (32429.950000 sec): 3 clusters
  Score: Raw -374796.764570 + Penalty 2616.892876 = -372179.871694
  nChanged 54
		SP:Iteration 13Q (32430.100000 sec): 3 clusters
  Score: Raw -374825.681638 + Penalty 2616.892876 = -372208.788763
  nChanged 44
		SP:Iteration 14Q (32430.260000 sec): 3 clusters
  Score: Raw -374846.196083 + Penalty 2616.892876 = -372229.303207
  nChanged 34
		SP:Iteration 15Q (32430.410000 sec): 3 clusters
  Score: Raw -374863.480345 + Penalty 2616.892876 = -372246.587470
  nChanged 29
		SP:Iteration 16Q (32430.580000 sec): 3 clusters
  Score: Raw -374881.003523 + Penalty 2616.892876 = -372264.110648
  nChanged 28
		SP:Iteration 17Q (32430.770000 sec): 3 clusters
  Score: Raw -374901.767809 + Penalty 2616.892876 = -372284.874933
  nChanged 25
		SP:Iteration 18Q (32430.920000 sec): 3 clusters
  Score: Raw -374913.789013 + Penalty 2616.892876 = -372296.896137
  nChanged 22
		SP:Iteration 19Q (32431.100000 sec): 3 clusters
  Score: Raw -374925.926755 + Penalty 2616.892876 = -372309.033879
  nChanged 25
		SP:Iteration 20F (32431.280000 sec): 3 clusters
  Score: Raw -374940.827609 + Penalty 2616.892876 = -372323.934733
  nChanged 23
		SP:Iteration 21Q (32431.440000 sec): 3 clusters
  Score: Raw -374956.834469 + Penalty 2616.892876 = -372339.941593
  nChanged 25
		SP:Iteration 22Q (32431.610000 sec): 3 clusters
  Score: Raw -374970.417325 + Penalty 2616.892876 = -372353.524450
  nChanged 18
		SP:Iteration 23Q (32431.770000 sec): 3 clusters
  Score: Raw -374983.454243 + Penalty 2616.892876 = -372366.561367
  nChanged 20
		SP:Iteration 24Q (32431.960000 sec): 3 clusters
  Score: Raw -374993.360839 + Penalty 2616.892876 = -372376.467963
  nChanged 14
		SP:Iteration 25Q (32432.090000 sec): 3 clusters
  Score: Raw -375004.120386 + Penalty 2616.892876 = -372387.227510
  nChanged 22
		SP:Iteration 26Q (32432.250000 sec): 3 clusters
  Score: Raw -375019.802927 + Penalty 2616.892876 = -372402.910052
  nChanged 16
		SP:Iteration 27Q (32432.460000 sec): 3 clusters
  Score: Raw -375028.411375 + Penalty 2616.892876 = -372411.518500
  nChanged 12
		SP:Iteration 28Q (32432.590000 sec): 3 clusters
  Score: Raw -375034.858610 + Penalty 2616.892876 = -372417.965734
  nChanged 15
		SP:Iteration 29Q (32432.760000 sec): 3 clusters
  Score: Raw -375043.792263 + Penalty 2616.892876 = -372426.899387
  nChanged 8
		SP:Iteration 30Q (32432.930000 sec): 3 clusters
  Score: Raw -375046.919442 + Penalty 2616.892876 = -372430.026566
  nChanged 4
		SP:Iteration 31Q (32433.080000 sec): 3 clusters
  Score: Raw -375048.626210 + Penalty 2616.892876 = -372431.733335
  nChanged 5
		SP:Iteration 32Q (32433.230000 sec): 3 clusters
  Score: Raw -375049.789547 + Penalty 2616.892876 = -372432.896671
  nChanged 4
		SP:Iteration 33Q (32433.380000 sec): 3 clusters
  Score: Raw -375051.413466 + Penalty 2616.892876 = -372434.520590
  nChanged 5
		SP:Iteration 34Q (32433.580000 sec): 3 clusters
  Score: Raw -375053.633985 + Penalty 2616.892876 = -372436.741110
  nChanged 3
		SP:Iteration 35Q (32433.740000 sec): 3 clusters
  Score: Raw -375054.712763 + Penalty 2616.892876 = -372437.819888
  nChanged 3
		SP:Iteration 36Q (32433.890000 sec): 3 clusters
  Score: Raw -375056.316175 + Penalty 2616.892876 = -372439.423299
  nChanged 5
		SP:Iteration 37Q (32434.060000 sec): 3 clusters
  Score: Raw -375058.371133 + Penalty 2616.892876 = -372441.478257
  nChanged 4
		SP:Iteration 38Q (32434.190000 sec): 3 clusters
  Score: Raw -375060.141691 + Penalty 2616.892876 = -372443.248816
  nChanged 3
		SP:Iteration 39Q (32434.330000 sec): 3 clusters
  Score: Raw -375061.662154 + Penalty 2616.892876 = -372444.769278
  nChanged 1
		SP:Iteration 40F (32434.470000 sec): 3 clusters
  Score: Raw -375062.224755 + Penalty 2616.892876 = -372445.331879
  nChanged 2
		SP:Iteration 41Q (32434.610000 sec): 3 clusters
  Score: Raw -375063.395857 + Penalty 2616.892876 = -372446.502982
  nChanged 1
		SP:Iteration 42Q (32434.780000 sec): 3 clusters
  Score: Raw -375063.638705 + Penalty 2616.892876 = -372446.745829
  nChanged 0
		SP:Iteration 43F (32434.960000 sec): 3 clusters
  Score: Raw -375063.638705 + Penalty 2616.892876 = -372446.745829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32435.080000 sec): 2 clusters
  Score: Raw -1249653.569720 + Penalty 1505.242000 = -1248148.327720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32435.290000 sec): 3 clusters
  Score: Raw -1243658.669097 + Penalty 3010.484001 = -1240648.185096
  nChanged 4582
		SP:Iteration 1F (32435.490000 sec): 3 clusters
  Score: Raw -1246256.597045 + Penalty 3010.484001 = -1243246.113045
  nChanged 664
		SP:Iteration 2F (32435.710000 sec): 3 clusters
  Score: Raw -1246563.292681 + Penalty 3010.484001 = -1243552.808680
  nChanged 540
		SP:Iteration 3F (32435.870000 sec): 3 clusters
  Score: Raw -1246861.793953 + Penalty 3010.484001 = -1243851.309952
  nChanged 536
		SP:Iteration 4F (32436.100000 sec): 3 clusters
  Score: Raw -1247191.613889 + Penalty 3010.484001 = -1244181.129889
  nChanged 544
		SP:Iteration 5F (32436.310000 sec): 3 clusters
  Score: Raw -1247541.208940 + Penalty 3010.484001 = -1244530.724940
  nChanged 528
		SP:Iteration 6F (32436.550000 sec): 3 clusters
  Score: Raw -1247912.299322 + Penalty 3010.484001 = -1244901.815322
  nChanged 541
		SP:Iteration 7F (32436.770000 sec): 3 clusters
  Score: Raw -1248261.675303 + Penalty 3010.484001 = -1245251.191302
  nChanged 486
		SP:Iteration 8Q (32436.990000 sec): 3 clusters
  Score: Raw -1248553.156757 + Penalty 3010.484001 = -1245542.672756
  nChanged 410
		SP:Iteration 9Q (32437.190000 sec): 3 clusters
  Score: Raw -1248796.689072 + Penalty 3010.484001 = -1245786.205071
  nChanged 336
		SP:Iteration 10Q (32437.430000 sec): 3 clusters
  Score: Raw -1248955.901472 + Penalty 3010.484001 = -1245945.417471
  nChanged 269
		SP:Iteration 11Q (32437.640000 sec): 3 clusters
  Score: Raw -1249071.593744 + Penalty 3010.484001 = -1246061.109743
  nChanged 235
		SP:Iteration 12Q (32437.840000 sec): 3 clusters
  Score: Raw -1249176.897090 + Penalty 3010.484001 = -1246166.413090
  nChanged 205
		SP:Iteration 13Q (32438.090000 sec): 3 clusters
  Score: Raw -1249264.240032 + Penalty 3010.484001 = -1246253.756032
  nChanged 192
		SP:Iteration 14Q (32438.260000 sec): 3 clusters
  Score: Raw -1249330.812422 + Penalty 3010.484001 = -1246320.328421
  nChanged 152
		SP:Iteration 15Q (32438.480000 sec): 3 clusters
  Score: Raw -1249390.448842 + Penalty 3010.484001 = -1246379.964841
  nChanged 153
		SP:Iteration 16Q (32438.680000 sec): 3 clusters
  Score: Raw -1249448.597727 + Penalty 3010.484001 = -1246438.113726
  nChanged 164
		SP:Iteration 17Q (32438.940000 sec): 3 clusters
  Score: Raw -1249514.083656 + Penalty 3010.484001 = -1246503.599656
  nChanged 169
		SP:Iteration 18Q (32439.140000 sec): 3 clusters
  Score: Raw -1249576.326737 + Penalty 3010.484001 = -1246565.842737
  nChanged 133
		SP:Iteration 19Q (32439.360000 sec): 3 clusters
  Score: Raw -1249618.650999 + Penalty 3010.484001 = -1246608.166999
  nChanged 117
		SP:Iteration 20F (32439.530000 sec): 3 clusters
  Score: Raw -1249660.131455 + Penalty 3010.484001 = -1246649.647454
  nChanged 101
		SP:Iteration 21Q (32439.750000 sec): 3 clusters
  Score: Raw -1249692.403148 + Penalty 3010.484001 = -1246681.919147
  nChanged 89
		SP:Iteration 22Q (32439.960000 sec): 3 clusters
  Score: Raw -1249715.604500 + Penalty 3010.484001 = -1246705.120500
  nChanged 79
		SP:Iteration 23Q (32440.200000 sec): 3 clusters
  Score: Raw -1249734.446842 + Penalty 3010.484001 = -1246723.962842
  nChanged 70
		SP:Iteration 24Q (32440.440000 sec): 3 clusters
  Score: Raw -1249749.908266 + Penalty 3010.484001 = -1246739.424265
  nChanged 58
		SP:Iteration 25Q (32440.650000 sec): 3 clusters
  Score: Raw -1249764.417561 + Penalty 3010.484001 = -1246753.933560
  nChanged 51
		SP:Iteration 26Q (32440.870000 sec): 3 clusters
  Score: Raw -1249776.255285 + Penalty 3010.484001 = -1246765.771284
  nChanged 47
		SP:Iteration 27Q (32441.110000 sec): 3 clusters
  Score: Raw -1249785.202140 + Penalty 3010.484001 = -1246774.718140
  nChanged 42
		SP:Iteration 28Q (32441.330000 sec): 3 clusters
  Score: Raw -1249792.258259 + Penalty 3010.484001 = -1246781.774258
  nChanged 36
		SP:Iteration 29Q (32441.510000 sec): 3 clusters
  Score: Raw -1249798.156718 + Penalty 3010.484001 = -1246787.672718
  nChanged 35
		SP:Iteration 30Q (32441.740000 sec): 3 clusters
  Score: Raw -1249805.337075 + Penalty 3010.484001 = -1246794.853074
  nChanged 44
		SP:Iteration 31Q (32441.950000 sec): 3 clusters
  Score: Raw -1249815.490428 + Penalty 3010.484001 = -1246805.006427
  nChanged 43
		SP:Iteration 32Q (32442.160000 sec): 3 clusters
  Score: Raw -1249824.622080 + Penalty 3010.484001 = -1246814.138079
  nChanged 40
		SP:Iteration 33Q (32442.400000 sec): 3 clusters
  Score: Raw -1249835.072605 + Penalty 3010.484001 = -1246824.588604
  nChanged 46
		SP:Iteration 34Q (32442.600000 sec): 3 clusters
  Score: Raw -1249847.378326 + Penalty 3010.484001 = -1246836.894325
  nChanged 46
		SP:Iteration 35Q (32442.820000 sec): 3 clusters
  Score: Raw -1249856.732727 + Penalty 3010.484001 = -1246846.248727
  nChanged 38
		SP:Iteration 36Q (32443.060000 sec): 3 clusters
  Score: Raw -1249864.092494 + Penalty 3010.484001 = -1246853.608494
  nChanged 24
		SP:Iteration 37Q (32443.260000 sec): 3 clusters
  Score: Raw -1249868.970385 + Penalty 3010.484001 = -1246858.486384
  nChanged 23
		SP:Iteration 38Q (32443.490000 sec): 3 clusters
  Score: Raw -1249874.688494 + Penalty 3010.484001 = -1246864.204494
  nChanged 29
		SP:Iteration 39Q (32443.680000 sec): 3 clusters
  Score: Raw -1249880.074812 + Penalty 3010.484001 = -1246869.590811
  nChanged 21
		SP:Iteration 40F (32443.900000 sec): 3 clusters
  Score: Raw -1249883.546953 + Penalty 3010.484001 = -1246873.062953
  nChanged 14
		SP:Iteration 41Q (32444.080000 sec): 3 clusters
  Score: Raw -1249885.531102 + Penalty 3010.484001 = -1246875.047101
  nChanged 11
		SP:Iteration 42Q (32444.290000 sec): 3 clusters
  Score: Raw -1249886.906972 + Penalty 3010.484001 = -1246876.422971
  nChanged 12
		SP:Iteration 43Q (32444.530000 sec): 3 clusters
  Score: Raw -1249888.276376 + Penalty 3010.484001 = -1246877.792375
  nChanged 11
		SP:Iteration 44Q (32444.700000 sec): 3 clusters
  Score: Raw -1249889.688113 + Penalty 3010.484001 = -1246879.204112
  nChanged 11
		SP:Iteration 45Q (32444.930000 sec): 3 clusters
  Score: Raw -1249890.909538 + Penalty 3010.484001 = -1246880.425537
  nChanged 7
		SP:Iteration 46Q (32445.130000 sec): 3 clusters
  Score: Raw -1249892.228812 + Penalty 3010.484001 = -1246881.744811
  nChanged 11
		SP:Iteration 47Q (32445.320000 sec): 3 clusters
  Score: Raw -1249894.041908 + Penalty 3010.484001 = -1246883.557908
  nChanged 11
		SP:Iteration 48Q (32445.560000 sec): 3 clusters
  Score: Raw -1249896.007737 + Penalty 3010.484001 = -1246885.523737
  nChanged 16
		SP:Iteration 49Q (32445.780000 sec): 3 clusters
  Score: Raw -1249898.448948 + Penalty 3010.484001 = -1246887.964947
  nChanged 6
		SP:Iteration 50Q (32446.000000 sec): 3 clusters
  Score: Raw -1249899.300020 + Penalty 3010.484001 = -1246888.816020
  nChanged 10
		SP:Iteration 51Q (32446.200000 sec): 3 clusters
  Score: Raw -1249900.669698 + Penalty 3010.484001 = -1246890.185697
  nChanged 8
		SP:Iteration 52Q (32446.410000 sec): 3 clusters
  Score: Raw -1249901.630847 + Penalty 3010.484001 = -1246891.146846
  nChanged 8
		SP:Iteration 53Q (32446.670000 sec): 3 clusters
  Score: Raw -1249902.878307 + Penalty 3010.484001 = -1246892.394307
  nChanged 8
		SP:Iteration 54Q (32446.840000 sec): 3 clusters
  Score: Raw -1249904.238549 + Penalty 3010.484001 = -1246893.754548
  nChanged 10
		SP:Iteration 55Q (32447.010000 sec): 3 clusters
  Score: Raw -1249905.712599 + Penalty 3010.484001 = -1246895.228598
  nChanged 7
		SP:Iteration 56Q (32447.230000 sec): 3 clusters
  Score: Raw -1249906.721022 + Penalty 3010.484001 = -1246896.237022
  nChanged 6
		SP:Iteration 57Q (32447.410000 sec): 3 clusters
  Score: Raw -1249907.801457 + Penalty 3010.484001 = -1246897.317456
  nChanged 10
		SP:Iteration 58Q (32447.610000 sec): 3 clusters
  Score: Raw -1249909.578872 + Penalty 3010.484001 = -1246899.094872
  nChanged 11
		SP:Iteration 59Q (32447.810000 sec): 3 clusters
  Score: Raw -1249911.323155 + Penalty 3010.484001 = -1246900.839155
  nChanged 16
		SP:Iteration 60F (32448.050000 sec): 3 clusters
  Score: Raw -1249914.564256 + Penalty 3010.484001 = -1246904.080255
  nChanged 17
		SP:Iteration 61Q (32448.210000 sec): 3 clusters
  Score: Raw -1249916.842231 + Penalty 3010.484001 = -1246906.358230
  nChanged 14
		SP:Iteration 62Q (32448.390000 sec): 3 clusters
  Score: Raw -1249919.172799 + Penalty 3010.484001 = -1246908.688799
  nChanged 13
		SP:Iteration 63Q (32448.560000 sec): 3 clusters
  Score: Raw -1249921.423368 + Penalty 3010.484001 = -1246910.939367
  nChanged 10
		SP:Iteration 64Q (32448.770000 sec): 3 clusters
  Score: Raw -1249923.788483 + Penalty 3010.484001 = -1246913.304482
  nChanged 15
		SP:Iteration 65Q (32448.950000 sec): 3 clusters
  Score: Raw -1249926.550280 + Penalty 3010.484001 = -1246916.066279
  nChanged 14
		SP:Iteration 66Q (32449.220000 sec): 3 clusters
  Score: Raw -1249928.261690 + Penalty 3010.484001 = -1246917.777689
  nChanged 6
		SP:Iteration 67Q (32449.390000 sec): 3 clusters
  Score: Raw -1249929.514314 + Penalty 3010.484001 = -1246919.030313
  nChanged 9
		SP:Iteration 68Q (32449.620000 sec): 3 clusters
  Score: Raw -1249930.937482 + Penalty 3010.484001 = -1246920.453481
  nChanged 4
		SP:Iteration 69Q (32449.840000 sec): 3 clusters
  Score: Raw -1249931.529813 + Penalty 3010.484001 = -1246921.045812
  nChanged 5
		SP:Iteration 70Q (32450.040000 sec): 3 clusters
  Score: Raw -1249932.256858 + Penalty 3010.484001 = -1246921.772857
  nChanged 2
		SP:Iteration 71Q (32450.230000 sec): 3 clusters
  Score: Raw -1249932.377033 + Penalty 3010.484001 = -1246921.893033
  nChanged 0
		SP:Iteration 72F (32450.420000 sec): 3 clusters
  Score: Raw -1249932.377033 + Penalty 3010.484001 = -1246921.893033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32450.520000 sec): 2 clusters
  Score: Raw -414625.589608 + Penalty 1326.084215 = -413299.505393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32450.680000 sec): 3 clusters
  Score: Raw -412913.552141 + Penalty 2652.168430 = -410261.383711
  nChanged 1342
		SP:Iteration 1F (32450.840000 sec): 3 clusters
  Score: Raw -413707.209784 + Penalty 2652.168430 = -411055.041353
  nChanged 264
		SP:Iteration 2F (32451.020000 sec): 3 clusters
  Score: Raw -413856.710694 + Penalty 2652.168430 = -411204.542264
  nChanged 149
		SP:Iteration 3Q (32451.220000 sec): 3 clusters
  Score: Raw -413936.818672 + Penalty 2652.168430 = -411284.650242
  nChanged 115
		SP:Iteration 4Q (32451.350000 sec): 3 clusters
  Score: Raw -414003.732744 + Penalty 2652.168430 = -411351.564313
  nChanged 99
		SP:Iteration 5Q (32451.510000 sec): 3 clusters
  Score: Raw -414049.230497 + Penalty 2652.168430 = -411397.062066
  nChanged 77
		SP:Iteration 6Q (32451.670000 sec): 3 clusters
  Score: Raw -414079.167914 + Penalty 2652.168430 = -411426.999484
  nChanged 56
		SP:Iteration 7Q (32451.830000 sec): 3 clusters
  Score: Raw -414100.291359 + Penalty 2652.168430 = -411448.122928
  nChanged 45
		SP:Iteration 8Q (32452.000000 sec): 3 clusters
  Score: Raw -414116.869137 + Penalty 2652.168430 = -411464.700706
  nChanged 51
		SP:Iteration 9Q (32452.210000 sec): 3 clusters
  Score: Raw -414138.082890 + Penalty 2652.168430 = -411485.914459
  nChanged 53
		SP:Iteration 10Q (32452.370000 sec): 3 clusters
  Score: Raw -414163.031179 + Penalty 2652.168430 = -411510.862749
  nChanged 39
		SP:Iteration 11Q (32452.540000 sec): 3 clusters
  Score: Raw -414178.296381 + Penalty 2652.168430 = -411526.127951
  nChanged 34
		SP:Iteration 12Q (32452.690000 sec): 3 clusters
  Score: Raw -414189.361308 + Penalty 2652.168430 = -411537.192877
  nChanged 26
		SP:Iteration 13Q (32452.860000 sec): 3 clusters
  Score: Raw -414198.339306 + Penalty 2652.168430 = -411546.170876
  nChanged 23
		SP:Iteration 14Q (32453.040000 sec): 3 clusters
  Score: Raw -414205.448487 + Penalty 2652.168430 = -411553.280057
  nChanged 21
		SP:Iteration 15Q (32453.230000 sec): 3 clusters
  Score: Raw -414212.008717 + Penalty 2652.168430 = -411559.840287
  nChanged 25
		SP:Iteration 16Q (32453.400000 sec): 3 clusters
  Score: Raw -414220.200123 + Penalty 2652.168430 = -411568.031692
  nChanged 25
		SP:Iteration 17Q (32453.550000 sec): 3 clusters
  Score: Raw -414226.814650 + Penalty 2652.168430 = -411574.646220
  nChanged 21
		SP:Iteration 18Q (32453.720000 sec): 3 clusters
  Score: Raw -414230.927654 + Penalty 2652.168430 = -411578.759223
  nChanged 12
		SP:Iteration 19Q (32453.890000 sec): 3 clusters
  Score: Raw -414233.463792 + Penalty 2652.168430 = -411581.295361
  nChanged 19
		SP:Iteration 20F (32454.070000 sec): 3 clusters
  Score: Raw -414238.059006 + Penalty 2652.168430 = -411585.890576
  nChanged 24
		SP:Iteration 21Q (32454.220000 sec): 3 clusters
  Score: Raw -414243.981724 + Penalty 2652.168430 = -411591.813294
  nChanged 17
		SP:Iteration 22Q (32454.430000 sec): 3 clusters
  Score: Raw -414248.702379 + Penalty 2652.168430 = -411596.533949
  nChanged 15
		SP:Iteration 23Q (32454.620000 sec): 3 clusters
  Score: Raw -414252.905209 + Penalty 2652.168430 = -411600.736779
  nChanged 8
		SP:Iteration 24Q (32454.790000 sec): 3 clusters
  Score: Raw -414255.130943 + Penalty 2652.168430 = -411602.962512
  nChanged 7
		SP:Iteration 25Q (32454.950000 sec): 3 clusters
  Score: Raw -414256.729788 + Penalty 2652.168430 = -411604.561358
  nChanged 9
		SP:Iteration 26Q (32455.120000 sec): 3 clusters
  Score: Raw -414259.476161 + Penalty 2652.168430 = -411607.307731
  nChanged 15
		SP:Iteration 27Q (32455.290000 sec): 3 clusters
  Score: Raw -414264.537462 + Penalty 2652.168430 = -411612.369031
  nChanged 15
		SP:Iteration 28Q (32455.470000 sec): 3 clusters
  Score: Raw -414269.285367 + Penalty 2652.168430 = -411617.116937
  nChanged 13
		SP:Iteration 29Q (32455.650000 sec): 3 clusters
  Score: Raw -414272.996652 + Penalty 2652.168430 = -411620.828222
  nChanged 12
		SP:Iteration 30Q (32455.800000 sec): 3 clusters
  Score: Raw -414275.886654 + Penalty 2652.168430 = -411623.718223
  nChanged 7
		SP:Iteration 31Q (32455.910000 sec): 3 clusters
  Score: Raw -414278.006621 + Penalty 2652.168430 = -411625.838191
  nChanged 11
		SP:Iteration 32Q (32456.070000 sec): 3 clusters
  Score: Raw -414281.430740 + Penalty 2652.168430 = -411629.262310
  nChanged 15
		SP:Iteration 33Q (32456.220000 sec): 3 clusters
  Score: Raw -414287.198636 + Penalty 2652.168430 = -411635.030206
  nChanged 16
		SP:Iteration 34Q (32456.350000 sec): 3 clusters
  Score: Raw -414292.761859 + Penalty 2652.168430 = -411640.593429
  nChanged 17
		SP:Iteration 35Q (32456.510000 sec): 3 clusters
  Score: Raw -414297.708861 + Penalty 2652.168430 = -411645.540431
  nChanged 17
		SP:Iteration 36Q (32456.670000 sec): 3 clusters
  Score: Raw -414302.253906 + Penalty 2652.168430 = -411650.085476
  nChanged 16
		SP:Iteration 37Q (32456.830000 sec): 3 clusters
  Score: Raw -414306.505143 + Penalty 2652.168430 = -411654.336713
  nChanged 18
		SP:Iteration 38Q (32456.990000 sec): 3 clusters
  Score: Raw -414312.694668 + Penalty 2652.168430 = -411660.526238
  nChanged 26
		SP:Iteration 39Q (32457.160000 sec): 3 clusters
  Score: Raw -414321.815667 + Penalty 2652.168430 = -411669.647237
  nChanged 34
		SP:Iteration 40F (32457.330000 sec): 3 clusters
  Score: Raw -414334.000856 + Penalty 2652.168430 = -411681.832425
  nChanged 30
		SP:Iteration 41Q (32457.470000 sec): 3 clusters
  Score: Raw -414343.688164 + Penalty 2652.168430 = -411691.519734
  nChanged 29
		SP:Iteration 42Q (32457.640000 sec): 3 clusters
  Score: Raw -414353.669229 + Penalty 2652.168430 = -411701.500799
  nChanged 27
		SP:Iteration 43Q (32457.870000 sec): 3 clusters
  Score: Raw -414366.957906 + Penalty 2652.168430 = -411714.789475
  nChanged 40
		SP:Iteration 44Q (32458.030000 sec): 3 clusters
  Score: Raw -414387.244505 + Penalty 2652.168430 = -411735.076075
  nChanged 44
		SP:Iteration 45Q (32458.210000 sec): 3 clusters
  Score: Raw -414407.303401 + Penalty 2652.168430 = -411755.134971
  nChanged 33
		SP:Iteration 46Q (32458.380000 sec): 3 clusters
  Score: Raw -414425.098272 + Penalty 2652.168430 = -411772.929841
  nChanged 41
		SP:Iteration 47Q (32458.560000 sec): 3 clusters
  Score: Raw -414448.115485 + Penalty 2652.168430 = -411795.947054
  nChanged 47
		SP:Iteration 48Q (32458.760000 sec): 3 clusters
  Score: Raw -414473.130230 + Penalty 2652.168430 = -411820.961799
  nChanged 55
		SP:Iteration 49Q (32458.920000 sec): 3 clusters
  Score: Raw -414502.632062 + Penalty 2652.168430 = -411850.463631
  nChanged 43
		SP:Iteration 50Q (32459.110000 sec): 3 clusters
  Score: Raw -414525.122332 + Penalty 2652.168430 = -411872.953902
  nChanged 37
		SP:Iteration 51Q (32459.250000 sec): 3 clusters
  Score: Raw -414542.744912 + Penalty 2652.168430 = -411890.576481
  nChanged 40
		SP:Iteration 52Q (32459.420000 sec): 3 clusters
  Score: Raw -414563.490984 + Penalty 2652.168430 = -411911.322554
  nChanged 34
		SP:Iteration 53Q (32459.590000 sec): 3 clusters
  Score: Raw -414582.409226 + Penalty 2652.168430 = -411930.240795
  nChanged 35
		SP:Iteration 54Q (32459.730000 sec): 3 clusters
  Score: Raw -414603.236052 + Penalty 2652.168430 = -411951.067622
  nChanged 30
		SP:Iteration 55Q (32459.930000 sec): 3 clusters
  Score: Raw -414622.518747 + Penalty 2652.168430 = -411970.350316
  nChanged 30
		SP:Iteration 56Q (32460.110000 sec): 3 clusters
  Score: Raw -414640.933345 + Penalty 2652.168430 = -411988.764915
  nChanged 25
		SP:Iteration 57Q (32460.250000 sec): 3 clusters
  Score: Raw -414656.645784 + Penalty 2652.168430 = -412004.477353
  nChanged 25
		SP:Iteration 58Q (32460.460000 sec): 3 clusters
  Score: Raw -414673.331210 + Penalty 2652.168430 = -412021.162780
  nChanged 22
		SP:Iteration 59Q (32460.580000 sec): 3 clusters
  Score: Raw -414688.355926 + Penalty 2652.168430 = -412036.187495
  nChanged 14
		SP:Iteration 60F (32460.790000 sec): 3 clusters
  Score: Raw -414698.091111 + Penalty 2652.168430 = -412045.922680
  nChanged 14
		SP:Iteration 61Q (32460.930000 sec): 3 clusters
  Score: Raw -414710.588006 + Penalty 2652.168430 = -412058.419576
  nChanged 10
		SP:Iteration 62Q (32461.120000 sec): 3 clusters
  Score: Raw -414720.650926 + Penalty 2652.168430 = -412068.482495
  nChanged 15
		SP:Iteration 63Q (32461.270000 sec): 3 clusters
  Score: Raw -414730.485188 + Penalty 2652.168430 = -412078.316758
  nChanged 11
		SP:Iteration 64Q (32461.470000 sec): 3 clusters
  Score: Raw -414738.188866 + Penalty 2652.168430 = -412086.020435
  nChanged 11
		SP:Iteration 65Q (32461.680000 sec): 3 clusters
  Score: Raw -414746.751202 + Penalty 2652.168430 = -412094.582772
  nChanged 7
		SP:Iteration 66Q (32461.840000 sec): 3 clusters
  Score: Raw -414753.147810 + Penalty 2652.168430 = -412100.979379
  nChanged 5
		SP:Iteration 67Q (32462.010000 sec): 3 clusters
  Score: Raw -414757.329593 + Penalty 2652.168430 = -412105.161162
  nChanged 4
		SP:Iteration 68Q (32462.220000 sec): 3 clusters
  Score: Raw -414761.709339 + Penalty 2652.168430 = -412109.540909
  nChanged 6
		SP:Iteration 69Q (32462.390000 sec): 3 clusters
  Score: Raw -414769.185659 + Penalty 2652.168430 = -412117.017229
  nChanged 10
		SP:Iteration 70Q (32462.590000 sec): 3 clusters
  Score: Raw -414775.945101 + Penalty 2652.168430 = -412123.776671
  nChanged 9
		SP:Iteration 71Q (32462.780000 sec): 3 clusters
  Score: Raw -414783.812903 + Penalty 2652.168430 = -412131.644472
  nChanged 5
		SP:Iteration 72Q (32462.940000 sec): 3 clusters
  Score: Raw -414787.594727 + Penalty 2652.168430 = -412135.426297
  nChanged 2
		SP:Iteration 73Q (32463.080000 sec): 3 clusters
  Score: Raw -414789.292668 + Penalty 2652.168430 = -412137.124237
  nChanged 4
		SP:Iteration 74Q (32463.220000 sec): 3 clusters
  Score: Raw -414791.257283 + Penalty 2652.168430 = -412139.088853
  nChanged 4
		SP:Iteration 75Q (32463.370000 sec): 3 clusters
  Score: Raw -414794.310122 + Penalty 2652.168430 = -412142.141692
  nChanged 3
		SP:Iteration 76Q (32463.560000 sec): 3 clusters
  Score: Raw -414797.946309 + Penalty 2652.168430 = -412145.777879
  nChanged 3
		SP:Iteration 77Q (32463.680000 sec): 3 clusters
  Score: Raw -414799.396805 + Penalty 2652.168430 = -412147.228375
  nChanged 2
		SP:Iteration 78Q (32463.770000 sec): 3 clusters
  Score: Raw -414801.191801 + Penalty 2652.168430 = -412149.023371
  nChanged 1
		SP:Iteration 79Q (32463.940000 sec): 3 clusters
  Score: Raw -414801.776362 + Penalty 2652.168430 = -412149.607932
  nChanged 2
		SP:Iteration 80F (32464.120000 sec): 3 clusters
  Score: Raw -414803.696607 + Penalty 2652.168430 = -412151.528176
  nChanged 2
		SP:Iteration 81Q (32464.280000 sec): 3 clusters
  Score: Raw -414804.952967 + Penalty 2652.168430 = -412152.784536
  nChanged 0
		SP:Iteration 82F (32464.450000 sec): 3 clusters
  Score: Raw -414804.952967 + Penalty 2652.168430 = -412152.784536
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32464.580000 sec): 2 clusters
  Score: Raw -1526070.317672 + Penalty 1536.260993 = -1524534.056679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32464.790000 sec): 3 clusters
  Score: Raw -1518658.892984 + Penalty 3072.521987 = -1515586.370997
  nChanged 5595
		SP:Iteration 1F (32464.990000 sec): 3 clusters
  Score: Raw -1521659.162260 + Penalty 3072.521987 = -1518586.640274
  nChanged 729
		SP:Iteration 2F (32465.210000 sec): 3 clusters
  Score: Raw -1521957.039858 + Penalty 3072.521987 = -1518884.517872
  nChanged 665
		SP:Iteration 3F (32465.440000 sec): 3 clusters
  Score: Raw -1522232.894863 + Penalty 3072.521987 = -1519160.372876
  nChanged 597
		SP:Iteration 4Q (32465.670000 sec): 3 clusters
  Score: Raw -1522491.510696 + Penalty 3072.521987 = -1519418.988709
  nChanged 553
		SP:Iteration 5Q (32465.890000 sec): 3 clusters
  Score: Raw -1522741.367042 + Penalty 3072.521987 = -1519668.845055
  nChanged 553
		SP:Iteration 6Q (32466.120000 sec): 3 clusters
  Score: Raw -1522991.116536 + Penalty 3072.521987 = -1519918.594550
  nChanged 512
		SP:Iteration 7Q (32466.330000 sec): 3 clusters
  Score: Raw -1523246.049900 + Penalty 3072.521987 = -1520173.527914
  nChanged 510
		SP:Iteration 8Q (32466.560000 sec): 3 clusters
  Score: Raw -1523536.702363 + Penalty 3072.521987 = -1520464.180377
  nChanged 551
		SP:Iteration 9Q (32466.790000 sec): 3 clusters
  Score: Raw -1523902.661697 + Penalty 3072.521987 = -1520830.139710
  nChanged 570
		SP:Iteration 10Q (32467.040000 sec): 3 clusters
  Score: Raw -1524295.875999 + Penalty 3072.521987 = -1521223.354013
  nChanged 519
		SP:Iteration 11Q (32467.260000 sec): 3 clusters
  Score: Raw -1524687.796335 + Penalty 3072.521987 = -1521615.274349
  nChanged 460
		SP:Iteration 12Q (32467.450000 sec): 3 clusters
  Score: Raw -1525042.175033 + Penalty 3072.521987 = -1521969.653047
  nChanged 367
		SP:Iteration 13Q (32467.670000 sec): 3 clusters
  Score: Raw -1525307.543880 + Penalty 3072.521987 = -1522235.021894
  nChanged 294
		SP:Iteration 14Q (32467.930000 sec): 3 clusters
  Score: Raw -1525493.856767 + Penalty 3072.521987 = -1522421.334781
  nChanged 223
		SP:Iteration 15Q (32468.150000 sec): 3 clusters
  Score: Raw -1525631.716608 + Penalty 3072.521987 = -1522559.194621
  nChanged 195
		SP:Iteration 16Q (32468.390000 sec): 3 clusters
  Score: Raw -1525755.932139 + Penalty 3072.521987 = -1522683.410152
  nChanged 183
		SP:Iteration 17Q (32468.630000 sec): 3 clusters
  Score: Raw -1525870.411149 + Penalty 3072.521987 = -1522797.889162
  nChanged 147
		SP:Iteration 18Q (32468.830000 sec): 3 clusters
  Score: Raw -1525955.389012 + Penalty 3072.521987 = -1522882.867025
  nChanged 124
		SP:Iteration 19Q (32469.050000 sec): 3 clusters
  Score: Raw -1526026.380526 + Penalty 3072.521987 = -1522953.858539
  nChanged 87
		SP:Iteration 20F (32469.270000 sec): 3 clusters
  Score: Raw -1526074.648838 + Penalty 3072.521987 = -1523002.126851
  nChanged 76
		SP:Iteration 21Q (32469.470000 sec): 3 clusters
  Score: Raw -1526115.287696 + Penalty 3072.521987 = -1523042.765710
  nChanged 57
		SP:Iteration 22Q (32469.730000 sec): 3 clusters
  Score: Raw -1526144.457441 + Penalty 3072.521987 = -1523071.935455
  nChanged 41
		SP:Iteration 23Q (32469.900000 sec): 3 clusters
  Score: Raw -1526163.041287 + Penalty 3072.521987 = -1523090.519300
  nChanged 38
		SP:Iteration 24Q (32470.130000 sec): 3 clusters
  Score: Raw -1526187.265817 + Penalty 3072.521987 = -1523114.743830
  nChanged 38
		SP:Iteration 25Q (32470.310000 sec): 3 clusters
  Score: Raw -1526209.051513 + Penalty 3072.521987 = -1523136.529526
  nChanged 37
		SP:Iteration 26Q (32470.510000 sec): 3 clusters
  Score: Raw -1526227.185403 + Penalty 3072.521987 = -1523154.663416
  nChanged 26
		SP:Iteration 27Q (32470.690000 sec): 3 clusters
  Score: Raw -1526238.276230 + Penalty 3072.521987 = -1523165.754243
  nChanged 29
		SP:Iteration 28Q (32470.920000 sec): 3 clusters
  Score: Raw -1526253.695137 + Penalty 3072.521987 = -1523181.173150
  nChanged 27
		SP:Iteration 29Q (32471.160000 sec): 3 clusters
  Score: Raw -1526265.751804 + Penalty 3072.521987 = -1523193.229817
  nChanged 18
		SP:Iteration 30Q (32471.350000 sec): 3 clusters
  Score: Raw -1526275.700027 + Penalty 3072.521987 = -1523203.178040
  nChanged 11
		SP:Iteration 31Q (32471.550000 sec): 3 clusters
  Score: Raw -1526279.103301 + Penalty 3072.521987 = -1523206.581314
  nChanged 6
		SP:Iteration 32Q (32471.770000 sec): 3 clusters
  Score: Raw -1526282.233062 + Penalty 3072.521987 = -1523209.711076
  nChanged 9
		SP:Iteration 33Q (32471.950000 sec): 3 clusters
  Score: Raw -1526284.546870 + Penalty 3072.521987 = -1523212.024883
  nChanged 4
		SP:Iteration 34Q (32472.170000 sec): 3 clusters
  Score: Raw -1526285.739357 + Penalty 3072.521987 = -1523213.217370
  nChanged 0
		SP:Iteration 35F (32472.360000 sec): 3 clusters
  Score: Raw -1526285.739357 + Penalty 3072.521987 = -1523213.217370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32472.440000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32472.600000 sec): 3 clusters
  Score: Raw -146021.500849 + Penalty 2329.537985 = -143691.962864
  nChanged 424
		SP:Iteration 1F (32472.740000 sec): 3 clusters
  Score: Raw -146383.643996 + Penalty 2329.537985 = -144054.106012
  nChanged 130
		SP:Iteration 2F (32472.890000 sec): 3 clusters
  Score: Raw -146552.561572 + Penalty 2329.537985 = -144223.023587
  nChanged 80
		SP:Iteration 3F (32473.070000 sec): 3 clusters
  Score: Raw -146666.492242 + Penalty 2329.537985 = -144336.954257
  nChanged 65
		SP:Iteration 4F (32473.230000 sec): 3 clusters
  Score: Raw -146790.349070 + Penalty 2329.537985 = -144460.811085
  nChanged 61
		SP:Iteration 5Q (32473.390000 sec): 3 clusters
  Score: Raw -146901.053811 + Penalty 2329.537985 = -144571.515826
  nChanged 56
		SP:Iteration 6Q (32473.570000 sec): 3 clusters
  Score: Raw -146977.558070 + Penalty 2329.537985 = -144648.020085
  nChanged 43
		SP:Iteration 7Q (32473.650000 sec): 3 clusters
  Score: Raw -147027.806352 + Penalty 2329.537985 = -144698.268367
  nChanged 31
		SP:Iteration 8Q (32473.800000 sec): 3 clusters
  Score: Raw -147071.119081 + Penalty 2329.537985 = -144741.581096
  nChanged 22
		SP:Iteration 9Q (32474.000000 sec): 3 clusters
  Score: Raw -147103.185636 + Penalty 2329.537985 = -144773.647651
  nChanged 23
		SP:Iteration 10Q (32474.140000 sec): 3 clusters
  Score: Raw -147136.587608 + Penalty 2329.537985 = -144807.049623
  nChanged 27
		SP:Iteration 11Q (32474.310000 sec): 3 clusters
  Score: Raw -147187.170787 + Penalty 2329.537985 = -144857.632803
  nChanged 28
		SP:Iteration 12Q (32474.480000 sec): 3 clusters
  Score: Raw -147229.745164 + Penalty 2329.537985 = -144900.207179
  nChanged 16
		SP:Iteration 13Q (32474.640000 sec): 3 clusters
  Score: Raw -147265.545925 + Penalty 2329.537985 = -144936.007940
  nChanged 29
		SP:Iteration 14Q (32474.800000 sec): 3 clusters
  Score: Raw -147323.576578 + Penalty 2329.537985 = -144994.038593
  nChanged 23
		SP:Iteration 15Q (32474.970000 sec): 3 clusters
  Score: Raw -147365.046456 + Penalty 2329.537985 = -145035.508471
  nChanged 17
		SP:Iteration 16Q (32475.140000 sec): 3 clusters
  Score: Raw -147390.041255 + Penalty 2329.537985 = -145060.503270
  nChanged 7
		SP:Iteration 17Q (32475.280000 sec): 3 clusters
  Score: Raw -147398.738662 + Penalty 2329.537985 = -145069.200677
  nChanged 8
		SP:Iteration 18Q (32475.410000 sec): 3 clusters
  Score: Raw -147409.290106 + Penalty 2329.537985 = -145079.752121
  nChanged 6
		SP:Iteration 19Q (32475.590000 sec): 3 clusters
  Score: Raw -147412.855204 + Penalty 2329.537985 = -145083.317219
  nChanged 1
		SP:Iteration 20F (32475.690000 sec): 3 clusters
  Score: Raw -147413.285179 + Penalty 2329.537985 = -145083.747194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32475.790000 sec): 2 clusters
  Score: Raw -453719.399202 + Penalty 1342.161957 = -452377.237246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32475.970000 sec): 3 clusters
  Score: Raw -451774.123961 + Penalty 2684.323913 = -449089.800048
  nChanged 1537
		SP:Iteration 1F (32476.140000 sec): 3 clusters
  Score: Raw -452601.204029 + Penalty 2684.323913 = -449916.880115
  nChanged 273
		SP:Iteration 2F (32476.280000 sec): 3 clusters
  Score: Raw -452753.507804 + Penalty 2684.323913 = -450069.183891
  nChanged 204
		SP:Iteration 3F (32476.430000 sec): 3 clusters
  Score: Raw -452852.687324 + Penalty 2684.323913 = -450168.363410
  nChanged 165
		SP:Iteration 4Q (32476.600000 sec): 3 clusters
  Score: Raw -452933.303466 + Penalty 2684.323913 = -450248.979552
  nChanged 137
		SP:Iteration 5Q (32476.780000 sec): 3 clusters
  Score: Raw -453002.506646 + Penalty 2684.323913 = -450318.182732
  nChanged 142
		SP:Iteration 6Q (32476.920000 sec): 3 clusters
  Score: Raw -453079.019060 + Penalty 2684.323913 = -450394.695146
  nChanged 120
		SP:Iteration 7Q (32477.070000 sec): 3 clusters
  Score: Raw -453141.129348 + Penalty 2684.323913 = -450456.805434
  nChanged 112
		SP:Iteration 8Q (32477.210000 sec): 3 clusters
  Score: Raw -453211.919302 + Penalty 2684.323913 = -450527.595389
  nChanged 117
		SP:Iteration 9Q (32477.410000 sec): 3 clusters
  Score: Raw -453308.623213 + Penalty 2684.323913 = -450624.299299
  nChanged 140
		SP:Iteration 10Q (32477.570000 sec): 3 clusters
  Score: Raw -453440.320900 + Penalty 2684.323913 = -450755.996987
  nChanged 152
		SP:Iteration 11Q (32477.760000 sec): 3 clusters
  Score: Raw -453620.221887 + Penalty 2684.323913 = -450935.897973
  nChanged 168
		SP:Iteration 12Q (32477.940000 sec): 3 clusters
  Score: Raw -453819.814248 + Penalty 2684.323913 = -451135.490335
  nChanged 150
		SP:Iteration 13Q (32478.070000 sec): 3 clusters
  Score: Raw -454003.667439 + Penalty 2684.323913 = -451319.343525
  nChanged 159
		SP:Iteration 14Q (32478.230000 sec): 3 clusters
  Score: Raw -454167.194665 + Penalty 2684.323913 = -451482.870752
  nChanged 131
		SP:Iteration 15Q (32478.370000 sec): 3 clusters
  Score: Raw -454299.266611 + Penalty 2684.323913 = -451614.942698
  nChanged 115
		SP:Iteration 16Q (32478.530000 sec): 3 clusters
  Score: Raw -454401.268822 + Penalty 2684.323913 = -451716.944909
  nChanged 88
		SP:Iteration 17Q (32478.690000 sec): 3 clusters
  Score: Raw -454467.276424 + Penalty 2684.323913 = -451782.952511
  nChanged 57
		SP:Iteration 18Q (32478.830000 sec): 3 clusters
  Score: Raw -454502.563827 + Penalty 2684.323913 = -451818.239913
  nChanged 42
		SP:Iteration 19Q (32479.010000 sec): 3 clusters
  Score: Raw -454522.572590 + Penalty 2684.323913 = -451838.248677
  nChanged 41
		SP:Iteration 20F (32479.170000 sec): 3 clusters
  Score: Raw -454543.568874 + Penalty 2684.323913 = -451859.244961
  nChanged 31
		SP:Iteration 21Q (32479.340000 sec): 3 clusters
  Score: Raw -454556.665561 + Penalty 2684.323913 = -451872.341648
  nChanged 23
		SP:Iteration 22Q (32479.510000 sec): 3 clusters
  Score: Raw -454566.048825 + Penalty 2684.323913 = -451881.724911
  nChanged 20
		SP:Iteration 23Q (32479.670000 sec): 3 clusters
  Score: Raw -454574.622194 + Penalty 2684.323913 = -451890.298281
  nChanged 19
		SP:Iteration 24Q (32479.830000 sec): 3 clusters
  Score: Raw -454579.815838 + Penalty 2684.323913 = -451895.491925
  nChanged 7
		SP:Iteration 25Q (32479.970000 sec): 3 clusters
  Score: Raw -454581.460049 + Penalty 2684.323913 = -451897.136136
  nChanged 4
		SP:Iteration 26Q (32480.160000 sec): 3 clusters
  Score: Raw -454582.155156 + Penalty 2684.323913 = -451897.831242
  nChanged 2
		SP:Iteration 27Q (32480.330000 sec): 3 clusters
  Score: Raw -454582.552937 + Penalty 2684.323913 = -451898.229024
  nChanged 0
		SP:Iteration 28F (32480.480000 sec): 3 clusters
  Score: Raw -454582.552937 + Penalty 2684.323913 = -451898.229024
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (4677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32480.610000 sec): 2 clusters
  Score: Raw -555683.794282 + Penalty 1373.191976 = -554310.602306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32480.800000 sec): 3 clusters
  Score: Raw -553319.434143 + Penalty 2746.383951 = -550573.050192
  nChanged 1846
		SP:Iteration 1F (32480.980000 sec): 3 clusters
  Score: Raw -554369.786488 + Penalty 2746.383951 = -551623.402536
  nChanged 329
		SP:Iteration 2F (32481.140000 sec): 3 clusters
  Score: Raw -554575.329634 + Penalty 2746.383951 = -551828.945682
  nChanged 278
		SP:Iteration 3F (32481.310000 sec): 3 clusters
  Score: Raw -554739.852352 + Penalty 2746.383951 = -551993.468401
  nChanged 221
		SP:Iteration 4Q (32481.470000 sec): 3 clusters
  Score: Raw -554863.323982 + Penalty 2746.383951 = -552116.940031
  nChanged 185
		SP:Iteration 5Q (32481.700000 sec): 3 clusters
  Score: Raw -554956.261738 + Penalty 2746.383951 = -552209.877787
  nChanged 162
		SP:Iteration 6Q (32481.850000 sec): 3 clusters
  Score: Raw -555036.829958 + Penalty 2746.383951 = -552290.446007
  nChanged 142
		SP:Iteration 7Q (32482.050000 sec): 3 clusters
  Score: Raw -555107.595166 + Penalty 2746.383951 = -552361.211215
  nChanged 143
		SP:Iteration 8Q (32482.250000 sec): 3 clusters
  Score: Raw -555188.087342 + Penalty 2746.383951 = -552441.703391
  nChanged 154
		SP:Iteration 9Q (32482.440000 sec): 3 clusters
  Score: Raw -555274.827225 + Penalty 2746.383951 = -552528.443274
  nChanged 142
		SP:Iteration 10Q (32482.600000 sec): 3 clusters
  Score: Raw -555359.129382 + Penalty 2746.383951 = -552612.745430
  nChanged 137
		SP:Iteration 11Q (32482.780000 sec): 3 clusters
  Score: Raw -555449.360418 + Penalty 2746.383951 = -552702.976467
  nChanged 129
		SP:Iteration 12Q (32482.980000 sec): 3 clusters
  Score: Raw -555530.181436 + Penalty 2746.383951 = -552783.797484
  nChanged 108
		SP:Iteration 13Q (32483.180000 sec): 3 clusters
  Score: Raw -555590.644932 + Penalty 2746.383951 = -552844.260981
  nChanged 91
		SP:Iteration 14Q (32483.350000 sec): 3 clusters
  Score: Raw -555652.730777 + Penalty 2746.383951 = -552906.346826
  nChanged 110
		SP:Iteration 15Q (32483.530000 sec): 3 clusters
  Score: Raw -555729.145819 + Penalty 2746.383951 = -552982.761868
  nChanged 113
		SP:Iteration 16Q (32483.670000 sec): 3 clusters
  Score: Raw -555818.634340 + Penalty 2746.383951 = -553072.250389
  nChanged 130
		SP:Iteration 17Q (32483.880000 sec): 3 clusters
  Score: Raw -555943.361682 + Penalty 2746.383951 = -553196.977731
  nChanged 133
		SP:Iteration 18Q (32484.050000 sec): 3 clusters
  Score: Raw -556098.609392 + Penalty 2746.383951 = -553352.225441
  nChanged 154
		SP:Iteration 19Q (32484.260000 sec): 3 clusters
  Score: Raw -556300.302875 + Penalty 2746.383951 = -553553.918924
  nChanged 151
		SP:Iteration 20F (32484.400000 sec): 3 clusters
  Score: Raw -556517.006137 + Penalty 2746.383951 = -553770.622186
  nChanged 155
		SP:Iteration 21Q (32484.610000 sec): 3 clusters
  Score: Raw -556746.380371 + Penalty 2746.383951 = -553999.996420
  nChanged 133
		SP:Iteration 22Q (32484.800000 sec): 3 clusters
  Score: Raw -556871.937970 + Penalty 2746.383951 = -554125.554019
  nChanged 82
		SP:Iteration 23Q (32485.010000 sec): 3 clusters
  Score: Raw -556924.506477 + Penalty 2746.383951 = -554178.122526
  nChanged 36
		SP:Iteration 24Q (32485.150000 sec): 3 clusters
  Score: Raw -556938.441763 + Penalty 2746.383951 = -554192.057812
  nChanged 19
		SP:Iteration 25Q (32485.350000 sec): 3 clusters
  Score: Raw -556946.042659 + Penalty 2746.383951 = -554199.658708
  nChanged 13
		SP:Iteration 26Q (32485.520000 sec): 3 clusters
  Score: Raw -556950.515379 + Penalty 2746.383951 = -554204.131428
  nChanged 8
		SP:Iteration 27Q (32485.680000 sec): 3 clusters
  Score: Raw -556953.954785 + Penalty 2746.383951 = -554207.570834
  nChanged 4
		SP:Iteration 28Q (32485.850000 sec): 3 clusters
  Score: Raw -556957.403463 + Penalty 2746.383951 = -554211.019512
  nChanged 5
		SP:Iteration 29Q (32486.030000 sec): 3 clusters
  Score: Raw -556958.230521 + Penalty 2746.383951 = -554211.846569
  nChanged 0
		SP:Iteration 30F (32486.190000 sec): 3 clusters
  Score: Raw -556958.230521 + Penalty 2746.383951 = -554211.846569
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32486.340000 sec): 2 clusters
  Score: Raw -528459.195421 + Penalty 1379.261712 = -527079.933710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32486.480000 sec): 3 clusters
  Score: Raw -525996.124375 + Penalty 2758.523424 = -523237.600951
  nChanged 2026
		SP:Iteration 1F (32486.640000 sec): 3 clusters
  Score: Raw -527377.593857 + Penalty 2758.523424 = -524619.070433
  nChanged 429
		SP:Iteration 2F (32486.790000 sec): 3 clusters
  Score: Raw -527717.501585 + Penalty 2758.523424 = -524958.978161
  nChanged 325
		SP:Iteration 3F (32486.980000 sec): 3 clusters
  Score: Raw -527995.980248 + Penalty 2758.523424 = -525237.456824
  nChanged 287
		SP:Iteration 4F (32487.190000 sec): 3 clusters
  Score: Raw -528224.345586 + Penalty 2758.523424 = -525465.822162
  nChanged 242
		SP:Iteration 5Q (32487.330000 sec): 3 clusters
  Score: Raw -528372.432040 + Penalty 2758.523424 = -525613.908616
  nChanged 172
		SP:Iteration 6Q (32487.510000 sec): 3 clusters
  Score: Raw -528462.782594 + Penalty 2758.523424 = -525704.259171
  nChanged 134
		SP:Iteration 7Q (32487.670000 sec): 3 clusters
  Score: Raw -528523.813211 + Penalty 2758.523424 = -525765.289787
  nChanged 97
		SP:Iteration 8Q (32487.880000 sec): 3 clusters
  Score: Raw -528567.865570 + Penalty 2758.523424 = -525809.342146
  nChanged 81
		SP:Iteration 9Q (32488.060000 sec): 3 clusters
  Score: Raw -528601.434199 + Penalty 2758.523424 = -525842.910775
  nChanged 86
		SP:Iteration 10Q (32488.180000 sec): 3 clusters
  Score: Raw -528631.960304 + Penalty 2758.523424 = -525873.436880
  nChanged 63
		SP:Iteration 11Q (32488.360000 sec): 3 clusters
  Score: Raw -528652.577592 + Penalty 2758.523424 = -525894.054168
  nChanged 58
		SP:Iteration 12Q (32488.540000 sec): 3 clusters
  Score: Raw -528666.462385 + Penalty 2758.523424 = -525907.938961
  nChanged 39
		SP:Iteration 13Q (32488.720000 sec): 3 clusters
  Score: Raw -528675.183220 + Penalty 2758.523424 = -525916.659796
  nChanged 31
		SP:Iteration 14Q (32488.890000 sec): 3 clusters
  Score: Raw -528686.542443 + Penalty 2758.523424 = -525928.019019
  nChanged 28
		SP:Iteration 15Q (32489.030000 sec): 3 clusters
  Score: Raw -528692.754985 + Penalty 2758.523424 = -525934.231561
  nChanged 22
		SP:Iteration 16Q (32489.170000 sec): 3 clusters
  Score: Raw -528697.089200 + Penalty 2758.523424 = -525938.565777
  nChanged 14
		SP:Iteration 17Q (32489.360000 sec): 3 clusters
  Score: Raw -528699.007453 + Penalty 2758.523424 = -525940.484029
  nChanged 5
		SP:Iteration 18Q (32489.520000 sec): 3 clusters
  Score: Raw -528699.804889 + Penalty 2758.523424 = -525941.281466
  nChanged 5
		SP:Iteration 19Q (32489.700000 sec): 3 clusters
  Score: Raw -528701.321196 + Penalty 2758.523424 = -525942.797772
  nChanged 8
		SP:Iteration 20F (32489.870000 sec): 3 clusters
  Score: Raw -528703.832982 + Penalty 2758.523424 = -525945.309558
  nChanged 7
		SP:Iteration 21Q (32490.060000 sec): 3 clusters
  Score: Raw -528706.439135 + Penalty 2758.523424 = -525947.915711
  nChanged 7
		SP:Iteration 22Q (32490.230000 sec): 3 clusters
  Score: Raw -528708.634905 + Penalty 2758.523424 = -525950.111481
  nChanged 7
		SP:Iteration 23Q (32490.400000 sec): 3 clusters
  Score: Raw -528710.021036 + Penalty 2758.523424 = -525951.497612
  nChanged 7
		SP:Iteration 24Q (32490.560000 sec): 3 clusters
  Score: Raw -528711.501324 + Penalty 2758.523424 = -525952.977900
  nChanged 8
		SP:Iteration 25Q (32490.700000 sec): 3 clusters
  Score: Raw -528713.507387 + Penalty 2758.523424 = -525954.983963
  nChanged 9
		SP:Iteration 26Q (32490.890000 sec): 3 clusters
  Score: Raw -528716.324944 + Penalty 2758.523424 = -525957.801521
  nChanged 9
		SP:Iteration 27Q (32491.120000 sec): 3 clusters
  Score: Raw -528717.985002 + Penalty 2758.523424 = -525959.461578
  nChanged 5
		SP:Iteration 28Q (32491.300000 sec): 3 clusters
  Score: Raw -528719.042862 + Penalty 2758.523424 = -525960.519438
  nChanged 2
		SP:Iteration 29Q (32491.490000 sec): 3 clusters
  Score: Raw -528719.280632 + Penalty 2758.523424 = -525960.757208
  nChanged 1
		SP:Iteration 30Q (32491.640000 sec): 3 clusters
  Score: Raw -528719.332837 + Penalty 2758.523424 = -525960.809413
  nChanged 0
		SP:Iteration 31F (32491.850000 sec): 3 clusters
  Score: Raw -528719.332837 + Penalty 2758.523424 = -525960.809413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32491.940000 sec): 2 clusters
  Score: Raw -610154.595366 + Penalty 1389.477045 = -608765.118321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32492.140000 sec): 3 clusters
  Score: Raw -607469.076378 + Penalty 2778.954089 = -604690.122289
  nChanged 2042
		SP:Iteration 1F (32492.330000 sec): 3 clusters
  Score: Raw -608669.033156 + Penalty 2778.954089 = -605890.079067
  nChanged 357
		SP:Iteration 2F (32492.520000 sec): 3 clusters
  Score: Raw -608859.919716 + Penalty 2778.954089 = -606080.965626
  nChanged 242
		SP:Iteration 3Q (32492.660000 sec): 3 clusters
  Score: Raw -608986.571659 + Penalty 2778.954089 = -606207.617570
  nChanged 217
		SP:Iteration 4Q (32492.860000 sec): 3 clusters
  Score: Raw -609116.630600 + Penalty 2778.954089 = -606337.676510
  nChanged 231
		SP:Iteration 5Q (32493.030000 sec): 3 clusters
  Score: Raw -609259.088343 + Penalty 2778.954089 = -606480.134253
  nChanged 240
		SP:Iteration 6Q (32493.240000 sec): 3 clusters
  Score: Raw -609410.435079 + Penalty 2778.954089 = -606631.480990
  nChanged 210
		SP:Iteration 7Q (32493.410000 sec): 3 clusters
  Score: Raw -609546.140909 + Penalty 2778.954089 = -606767.186819
  nChanged 206
		SP:Iteration 8Q (32493.550000 sec): 3 clusters
  Score: Raw -609675.331971 + Penalty 2778.954089 = -606896.377882
  nChanged 202
		SP:Iteration 9Q (32493.710000 sec): 3 clusters
  Score: Raw -609800.017021 + Penalty 2778.954089 = -607021.062932
  nChanged 193
		SP:Iteration 10Q (32493.900000 sec): 3 clusters
  Score: Raw -609899.775405 + Penalty 2778.954089 = -607120.821316
  nChanged 152
		SP:Iteration 11Q (32494.070000 sec): 3 clusters
  Score: Raw -609980.372499 + Penalty 2778.954089 = -607201.418410
  nChanged 146
		SP:Iteration 12Q (32494.280000 sec): 3 clusters
  Score: Raw -610051.628525 + Penalty 2778.954089 = -607272.674436
  nChanged 125
		SP:Iteration 13Q (32494.430000 sec): 3 clusters
  Score: Raw -610108.551840 + Penalty 2778.954089 = -607329.597750
  nChanged 91
		SP:Iteration 14Q (32494.610000 sec): 3 clusters
  Score: Raw -610147.700786 + Penalty 2778.954089 = -607368.746697
  nChanged 71
		SP:Iteration 15Q (32494.770000 sec): 3 clusters
  Score: Raw -610174.475105 + Penalty 2778.954089 = -607395.521016
  nChanged 50
		SP:Iteration 16Q (32494.960000 sec): 3 clusters
  Score: Raw -610193.773432 + Penalty 2778.954089 = -607414.819343
  nChanged 42
		SP:Iteration 17Q (32495.120000 sec): 3 clusters
  Score: Raw -610208.530577 + Penalty 2778.954089 = -607429.576488
  nChanged 32
		SP:Iteration 18Q (32495.300000 sec): 3 clusters
  Score: Raw -610221.768386 + Penalty 2778.954089 = -607442.814297
  nChanged 42
		SP:Iteration 19Q (32495.490000 sec): 3 clusters
  Score: Raw -610238.310606 + Penalty 2778.954089 = -607459.356517
  nChanged 31
		SP:Iteration 20F (32495.690000 sec): 3 clusters
  Score: Raw -610247.441577 + Penalty 2778.954089 = -607468.487488
  nChanged 29
		SP:Iteration 21Q (32495.860000 sec): 3 clusters
  Score: Raw -610258.795593 + Penalty 2778.954089 = -607479.841504
  nChanged 18
		SP:Iteration 22Q (32496.030000 sec): 3 clusters
  Score: Raw -610265.070231 + Penalty 2778.954089 = -607486.116142
  nChanged 12
		SP:Iteration 23Q (32496.210000 sec): 3 clusters
  Score: Raw -610268.792074 + Penalty 2778.954089 = -607489.837984
  nChanged 15
		SP:Iteration 24Q (32496.400000 sec): 3 clusters
  Score: Raw -610271.918612 + Penalty 2778.954089 = -607492.964522
  nChanged 6
		SP:Iteration 25Q (32496.570000 sec): 3 clusters
  Score: Raw -610273.069633 + Penalty 2778.954089 = -607494.115544
  nChanged 9
		SP:Iteration 26Q (32496.770000 sec): 3 clusters
  Score: Raw -610275.035179 + Penalty 2778.954089 = -607496.081090
  nChanged 6
		SP:Iteration 27Q (32496.960000 sec): 3 clusters
  Score: Raw -610276.658306 + Penalty 2778.954089 = -607497.704216
  nChanged 6
		SP:Iteration 28Q (32497.100000 sec): 3 clusters
  Score: Raw -610278.250114 + Penalty 2778.954089 = -607499.296024
  nChanged 6
		SP:Iteration 29Q (32497.280000 sec): 3 clusters
  Score: Raw -610280.261300 + Penalty 2778.954089 = -607501.307210
  nChanged 11
		SP:Iteration 30Q (32497.470000 sec): 3 clusters
  Score: Raw -610283.258838 + Penalty 2778.954089 = -607504.304748
  nChanged 10
		SP:Iteration 31Q (32497.630000 sec): 3 clusters
  Score: Raw -610286.232531 + Penalty 2778.954089 = -607507.278442
  nChanged 11
		SP:Iteration 32Q (32497.790000 sec): 3 clusters
  Score: Raw -610289.137002 + Penalty 2778.954089 = -607510.182913
  nChanged 8
		SP:Iteration 33Q (32498.000000 sec): 3 clusters
  Score: Raw -610291.465866 + Penalty 2778.954089 = -607512.511776
  nChanged 9
		SP:Iteration 34Q (32498.190000 sec): 3 clusters
  Score: Raw -610293.897041 + Penalty 2778.954089 = -607514.942951
  nChanged 3
		SP:Iteration 35Q (32498.340000 sec): 3 clusters
  Score: Raw -610294.606697 + Penalty 2778.954089 = -607515.652608
  nChanged 5
		SP:Iteration 36Q (32498.480000 sec): 3 clusters
  Score: Raw -610296.007716 + Penalty 2778.954089 = -607517.053627
  nChanged 4
		SP:Iteration 37Q (32498.660000 sec): 3 clusters
  Score: Raw -610297.269935 + Penalty 2778.954089 = -607518.315845
  nChanged 4
		SP:Iteration 38Q (32498.810000 sec): 3 clusters
  Score: Raw -610298.279532 + Penalty 2778.954089 = -607519.325442
  nChanged 4
		SP:Iteration 39Q (32499.010000 sec): 3 clusters
  Score: Raw -610299.110407 + Penalty 2778.954089 = -607520.156318
  nChanged 4
		SP:Iteration 40F (32499.150000 sec): 3 clusters
  Score: Raw -610300.386843 + Penalty 2778.954089 = -607521.432754
  nChanged 6
		SP:Iteration 41Q (32499.330000 sec): 3 clusters
  Score: Raw -610302.432553 + Penalty 2778.954089 = -607523.478463
  nChanged 5
		SP:Iteration 42Q (32499.560000 sec): 3 clusters
  Score: Raw -610303.921826 + Penalty 2778.954089 = -607524.967737
  nChanged 8
		SP:Iteration 43Q (32499.760000 sec): 3 clusters
  Score: Raw -610306.424597 + Penalty 2778.954089 = -607527.470507
  nChanged 8
		SP:Iteration 44Q (32499.950000 sec): 3 clusters
  Score: Raw -610308.716382 + Penalty 2778.954089 = -607529.762292
  nChanged 8
		SP:Iteration 45Q (32500.160000 sec): 3 clusters
  Score: Raw -610310.874760 + Penalty 2778.954089 = -607531.920670
  nChanged 3
		SP:Iteration 46Q (32500.340000 sec): 3 clusters
  Score: Raw -610311.644289 + Penalty 2778.954089 = -607532.690200
  nChanged 5
		SP:Iteration 47Q (32500.510000 sec): 3 clusters
  Score: Raw -610312.920347 + Penalty 2778.954089 = -607533.966258
  nChanged 3
		SP:Iteration 48Q (32500.700000 sec): 3 clusters
  Score: Raw -610313.679621 + Penalty 2778.954089 = -607534.725532
  nChanged 3
		SP:Iteration 49Q (32500.860000 sec): 3 clusters
  Score: Raw -610314.335569 + Penalty 2778.954089 = -607535.381480
  nChanged 6
		SP:Iteration 50Q (32501.020000 sec): 3 clusters
  Score: Raw -610316.850620 + Penalty 2778.954089 = -607537.896531
  nChanged 11
		SP:Iteration 51Q (32501.190000 sec): 3 clusters
  Score: Raw -610321.306875 + Penalty 2778.954089 = -607542.352786
  nChanged 14
		SP:Iteration 52Q (32501.330000 sec): 3 clusters
  Score: Raw -610325.665631 + Penalty 2778.954089 = -607546.711541
  nChanged 9
		SP:Iteration 53Q (32501.530000 sec): 3 clusters
  Score: Raw -610329.186454 + Penalty 2778.954089 = -607550.232364
  nChanged 10
		SP:Iteration 54Q (32501.650000 sec): 3 clusters
  Score: Raw -610333.330901 + Penalty 2778.954089 = -607554.376812
  nChanged 12
		SP:Iteration 55Q (32501.860000 sec): 3 clusters
  Score: Raw -610337.293690 + Penalty 2778.954089 = -607558.339601
  nChanged 13
		SP:Iteration 56Q (32502.010000 sec): 3 clusters
  Score: Raw -610343.057972 + Penalty 2778.954089 = -607564.103883
  nChanged 18
		SP:Iteration 57Q (32502.200000 sec): 3 clusters
  Score: Raw -610350.432670 + Penalty 2778.954089 = -607571.478580
  nChanged 10
		SP:Iteration 58Q (32502.330000 sec): 3 clusters
  Score: Raw -610353.217420 + Penalty 2778.954089 = -607574.263330
  nChanged 5
		SP:Iteration 59Q (32502.510000 sec): 3 clusters
  Score: Raw -610355.275325 + Penalty 2778.954089 = -607576.321235
  nChanged 7
		SP:Iteration 60F (32502.690000 sec): 3 clusters
  Score: Raw -610357.834351 + Penalty 2778.954089 = -607578.880262
  nChanged 5
		SP:Iteration 61Q (32502.880000 sec): 3 clusters
  Score: Raw -610359.436248 + Penalty 2778.954089 = -607580.482158
  nChanged 4
		SP:Iteration 62Q (32503.080000 sec): 3 clusters
  Score: Raw -610360.586619 + Penalty 2778.954089 = -607581.632529
  nChanged 5
		SP:Iteration 63Q (32503.260000 sec): 3 clusters
  Score: Raw -610362.331091 + Penalty 2778.954089 = -607583.377001
  nChanged 4
		SP:Iteration 64Q (32503.480000 sec): 3 clusters
  Score: Raw -610363.480856 + Penalty 2778.954089 = -607584.526766
  nChanged 4
		SP:Iteration 65Q (32503.670000 sec): 3 clusters
  Score: Raw -610364.707319 + Penalty 2778.954089 = -607585.753229
  nChanged 4
		SP:Iteration 66Q (32503.860000 sec): 3 clusters
  Score: Raw -610365.506512 + Penalty 2778.954089 = -607586.552422
  nChanged 5
		SP:Iteration 67Q (32504.050000 sec): 3 clusters
  Score: Raw -610367.130804 + Penalty 2778.954089 = -607588.176715
  nChanged 3
		SP:Iteration 68Q (32504.220000 sec): 3 clusters
  Score: Raw -610368.442534 + Penalty 2778.954089 = -607589.488444
  nChanged 2
		SP:Iteration 69Q (32504.420000 sec): 3 clusters
  Score: Raw -610368.953828 + Penalty 2778.954089 = -607589.999739
  nChanged 6
		SP:Iteration 70Q (32504.620000 sec): 3 clusters
  Score: Raw -610370.669715 + Penalty 2778.954089 = -607591.715625
  nChanged 4
		SP:Iteration 71Q (32504.790000 sec): 3 clusters
  Score: Raw -610371.716680 + Penalty 2778.954089 = -607592.762591
  nChanged 5
		SP:Iteration 72Q (32504.970000 sec): 3 clusters
  Score: Raw -610373.271033 + Penalty 2778.954089 = -607594.316943
  nChanged 3
		SP:Iteration 73Q (32505.130000 sec): 3 clusters
  Score: Raw -610374.293506 + Penalty 2778.954089 = -607595.339417
  nChanged 4
		SP:Iteration 74Q (32505.300000 sec): 3 clusters
  Score: Raw -610375.817494 + Penalty 2778.954089 = -607596.863405
  nChanged 2
		SP:Iteration 75Q (32505.490000 sec): 3 clusters
  Score: Raw -610376.325480 + Penalty 2778.954089 = -607597.371390
  nChanged 2
		SP:Iteration 76Q (32505.650000 sec): 3 clusters
  Score: Raw -610376.743628 + Penalty 2778.954089 = -607597.789538
  nChanged 2
		SP:Iteration 77Q (32505.830000 sec): 3 clusters
  Score: Raw -610377.318851 + Penalty 2778.954089 = -607598.364761
  nChanged 2
		SP:Iteration 78Q (32506.050000 sec): 3 clusters
  Score: Raw -610377.564595 + Penalty 2778.954089 = -607598.610506
  nChanged 1
		SP:Iteration 79Q (32506.200000 sec): 3 clusters
  Score: Raw -610377.657409 + Penalty 2778.954089 = -607598.703320
  nChanged 0
		SP:Iteration 80F (32506.390000 sec): 3 clusters
  Score: Raw -610377.657409 + Penalty 2778.954089 = -607598.703320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32506.450000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32506.600000 sec): 3 clusters
  Score: Raw -127476.105647 + Penalty 2271.234284 = -125204.871363
  nChanged 355
		SP:Iteration 1F (32506.750000 sec): 3 clusters
  Score: Raw -127761.086329 + Penalty 2271.234284 = -125489.852045
  nChanged 91
		SP:Iteration 2F (32506.930000 sec): 3 clusters
  Score: Raw -127856.879001 + Penalty 2271.234284 = -125585.644717
  nChanged 50
		SP:Iteration 3Q (32507.090000 sec): 3 clusters
  Score: Raw -127913.080349 + Penalty 2271.234284 = -125641.846065
  nChanged 48
		SP:Iteration 4Q (32507.250000 sec): 3 clusters
  Score: Raw -127965.550828 + Penalty 2271.234284 = -125694.316544
  nChanged 37
		SP:Iteration 5Q (32507.420000 sec): 3 clusters
  Score: Raw -128003.761106 + Penalty 2271.234284 = -125732.526822
  nChanged 23
		SP:Iteration 6Q (32507.540000 sec): 3 clusters
  Score: Raw -128033.108692 + Penalty 2271.234284 = -125761.874408
  nChanged 22
		SP:Iteration 7Q (32507.710000 sec): 3 clusters
  Score: Raw -128056.703304 + Penalty 2271.234284 = -125785.469020
  nChanged 16
		SP:Iteration 8Q (32507.880000 sec): 3 clusters
  Score: Raw -128069.995187 + Penalty 2271.234284 = -125798.760903
  nChanged 10
		SP:Iteration 9Q (32507.990000 sec): 3 clusters
  Score: Raw -128078.103073 + Penalty 2271.234284 = -125806.868789
  nChanged 6
		SP:Iteration 10Q (32508.150000 sec): 3 clusters
  Score: Raw -128085.207470 + Penalty 2271.234284 = -125813.973186
  nChanged 7
		SP:Iteration 11Q (32508.350000 sec): 3 clusters
  Score: Raw -128090.300538 + Penalty 2271.234284 = -125819.066254
  nChanged 4
		SP:Iteration 12Q (32508.530000 sec): 3 clusters
  Score: Raw -128092.885361 + Penalty 2271.234284 = -125821.651077
  nChanged 4
		SP:Iteration 13Q (32508.660000 sec): 3 clusters
  Score: Raw -128095.796292 + Penalty 2271.234284 = -125824.562008
  nChanged 4
		SP:Iteration 14Q (32508.850000 sec): 3 clusters
  Score: Raw -128099.019759 + Penalty 2271.234284 = -125827.785475
  nChanged 3
		SP:Iteration 15Q (32509.050000 sec): 3 clusters
  Score: Raw -128102.774388 + Penalty 2271.234284 = -125831.540104
  nChanged 4
		SP:Iteration 16Q (32509.210000 sec): 3 clusters
  Score: Raw -128106.940688 + Penalty 2271.234284 = -125835.706404
  nChanged 3
		SP:Iteration 17Q (32509.330000 sec): 3 clusters
  Score: Raw -128111.121809 + Penalty 2271.234284 = -125839.887525
  nChanged 3
		SP:Iteration 18Q (32509.500000 sec): 3 clusters
  Score: Raw -128115.294920 + Penalty 2271.234284 = -125844.060636
  nChanged 1
		SP:Iteration 19Q (32509.670000 sec): 3 clusters
  Score: Raw -128116.126795 + Penalty 2271.234284 = -125844.892510
  nChanged 1
		SP:Iteration 20F (32509.830000 sec): 3 clusters
  Score: Raw -128116.565622 + Penalty 2271.234284 = -125845.331338
  nChanged 1
		SP:Iteration 21Q (32509.990000 sec): 3 clusters
  Score: Raw -128121.552263 + Penalty 2271.234284 = -125850.317979
  nChanged 2
		SP:Iteration 22Q (32510.100000 sec): 3 clusters
  Score: Raw -128123.334230 + Penalty 2271.234284 = -125852.099946
  nChanged 3
		SP:Iteration 23Q (32510.260000 sec): 3 clusters
  Score: Raw -128126.159351 + Penalty 2271.234284 = -125854.925067
  nChanged 2
		SP:Iteration 24Q (32510.410000 sec): 3 clusters
  Score: Raw -128127.294597 + Penalty 2271.234284 = -125856.060313
  nChanged 0
		SP:Iteration 25F (32510.580000 sec): 3 clusters
  Score: Raw -128127.294597 + Penalty 2271.234284 = -125856.060313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32510.690000 sec): 2 clusters
  Score: Raw -874705.482131 + Penalty 1447.443009 = -873258.039122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32510.930000 sec): 3 clusters
  Score: Raw -870669.048870 + Penalty 2894.886019 = -867774.162852
  nChanged 3122
		SP:Iteration 1F (32511.090000 sec): 3 clusters
  Score: Raw -872422.066977 + Penalty 2894.886019 = -869527.180959
  nChanged 511
		SP:Iteration 2F (32511.280000 sec): 3 clusters
  Score: Raw -872673.821964 + Penalty 2894.886019 = -869778.935946
  nChanged 398
		SP:Iteration 3F (32511.480000 sec): 3 clusters
  Score: Raw -872861.080236 + Penalty 2894.886019 = -869966.194218
  nChanged 325
		SP:Iteration 4Q (32511.650000 sec): 3 clusters
  Score: Raw -873013.094279 + Penalty 2894.886019 = -870118.208260
  nChanged 319
		SP:Iteration 5Q (32511.870000 sec): 3 clusters
  Score: Raw -873157.308158 + Penalty 2894.886019 = -870262.422140
  nChanged 266
		SP:Iteration 6Q (32512.020000 sec): 3 clusters
  Score: Raw -873279.961187 + Penalty 2894.886019 = -870385.075168
  nChanged 269
		SP:Iteration 7Q (32512.190000 sec): 3 clusters
  Score: Raw -873406.119779 + Penalty 2894.886019 = -870511.233760
  nChanged 254
		SP:Iteration 8Q (32512.430000 sec): 3 clusters
  Score: Raw -873528.684623 + Penalty 2894.886019 = -870633.798604
  nChanged 249
		SP:Iteration 9Q (32512.610000 sec): 3 clusters
  Score: Raw -873661.862617 + Penalty 2894.886019 = -870766.976598
  nChanged 245
		SP:Iteration 10Q (32512.760000 sec): 3 clusters
  Score: Raw -873805.325033 + Penalty 2894.886019 = -870910.439015
  nChanged 242
		SP:Iteration 11Q (32512.950000 sec): 3 clusters
  Score: Raw -873938.221646 + Penalty 2894.886019 = -871043.335628
  nChanged 238
		SP:Iteration 12Q (32513.150000 sec): 3 clusters
  Score: Raw -874084.438522 + Penalty 2894.886019 = -871189.552504
  nChanged 234
		SP:Iteration 13Q (32513.320000 sec): 3 clusters
  Score: Raw -874211.670263 + Penalty 2894.886019 = -871316.784245
  nChanged 171
		SP:Iteration 14Q (32513.490000 sec): 3 clusters
  Score: Raw -874294.470995 + Penalty 2894.886019 = -871399.584977
  nChanged 140
		SP:Iteration 15Q (32513.710000 sec): 3 clusters
  Score: Raw -874355.880777 + Penalty 2894.886019 = -871460.994759
  nChanged 120
		SP:Iteration 16Q (32513.860000 sec): 3 clusters
  Score: Raw -874411.390115 + Penalty 2894.886019 = -871516.504096
  nChanged 97
		SP:Iteration 17Q (32514.030000 sec): 3 clusters
  Score: Raw -874452.835343 + Penalty 2894.886019 = -871557.949324
  nChanged 82
		SP:Iteration 18Q (32514.250000 sec): 3 clusters
  Score: Raw -874483.561710 + Penalty 2894.886019 = -871588.675692
  nChanged 82
		SP:Iteration 19Q (32514.400000 sec): 3 clusters
  Score: Raw -874518.540107 + Penalty 2894.886019 = -871623.654089
  nChanged 73
		SP:Iteration 20F (32514.620000 sec): 3 clusters
  Score: Raw -874550.962261 + Penalty 2894.886019 = -871656.076243
  nChanged 77
		SP:Iteration 21Q (32514.790000 sec): 3 clusters
  Score: Raw -874577.638257 + Penalty 2894.886019 = -871682.752239
  nChanged 74
		SP:Iteration 22Q (32514.940000 sec): 3 clusters
  Score: Raw -874604.704776 + Penalty 2894.886019 = -871709.818758
  nChanged 65
		SP:Iteration 23Q (32515.150000 sec): 3 clusters
  Score: Raw -874631.307457 + Penalty 2894.886019 = -871736.421439
  nChanged 72
		SP:Iteration 24Q (32515.320000 sec): 3 clusters
  Score: Raw -874663.339371 + Penalty 2894.886019 = -871768.453352
  nChanged 63
		SP:Iteration 25Q (32515.490000 sec): 3 clusters
  Score: Raw -874694.139629 + Penalty 2894.886019 = -871799.253610
  nChanged 62
		SP:Iteration 26Q (32515.690000 sec): 3 clusters
  Score: Raw -874724.205011 + Penalty 2894.886019 = -871829.318992
  nChanged 63
		SP:Iteration 27Q (32515.860000 sec): 3 clusters
  Score: Raw -874764.814788 + Penalty 2894.886019 = -871869.928769
  nChanged 62
		SP:Iteration 28Q (32516.020000 sec): 3 clusters
  Score: Raw -874811.065320 + Penalty 2894.886019 = -871916.179302
  nChanged 81
		SP:Iteration 29Q (32516.180000 sec): 3 clusters
  Score: Raw -874881.167989 + Penalty 2894.886019 = -871986.281970
  nChanged 77
		SP:Iteration 30Q (32516.390000 sec): 3 clusters
  Score: Raw -874936.514041 + Penalty 2894.886019 = -872041.628023
  nChanged 79
		SP:Iteration 31Q (32516.570000 sec): 3 clusters
  Score: Raw -874985.675194 + Penalty 2894.886019 = -872090.789176
  nChanged 70
		SP:Iteration 32Q (32516.740000 sec): 3 clusters
  Score: Raw -875022.578751 + Penalty 2894.886019 = -872127.692733
  nChanged 58
		SP:Iteration 33Q (32516.960000 sec): 3 clusters
  Score: Raw -875048.927528 + Penalty 2894.886019 = -872154.041510
  nChanged 48
		SP:Iteration 34Q (32517.120000 sec): 3 clusters
  Score: Raw -875069.893342 + Penalty 2894.886019 = -872175.007323
  nChanged 42
		SP:Iteration 35Q (32517.320000 sec): 3 clusters
  Score: Raw -875088.869448 + Penalty 2894.886019 = -872193.983430
  nChanged 39
		SP:Iteration 36Q (32517.480000 sec): 3 clusters
  Score: Raw -875102.473429 + Penalty 2894.886019 = -872207.587410
  nChanged 33
		SP:Iteration 37Q (32517.680000 sec): 3 clusters
  Score: Raw -875115.543902 + Penalty 2894.886019 = -872220.657884
  nChanged 27
		SP:Iteration 38Q (32517.850000 sec): 3 clusters
  Score: Raw -875125.853989 + Penalty 2894.886019 = -872230.967970
  nChanged 32
		SP:Iteration 39Q (32518.020000 sec): 3 clusters
  Score: Raw -875136.507719 + Penalty 2894.886019 = -872241.621700
  nChanged 16
		SP:Iteration 40F (32518.180000 sec): 3 clusters
  Score: Raw -875141.199963 + Penalty 2894.886019 = -872246.313945
  nChanged 15
		SP:Iteration 41Q (32518.340000 sec): 3 clusters
  Score: Raw -875145.443955 + Penalty 2894.886019 = -872250.557937
  nChanged 17
		SP:Iteration 42Q (32518.510000 sec): 3 clusters
  Score: Raw -875151.524608 + Penalty 2894.886019 = -872256.638589
  nChanged 18
		SP:Iteration 43Q (32518.680000 sec): 3 clusters
  Score: Raw -875156.701752 + Penalty 2894.886019 = -872261.815734
  nChanged 7
		SP:Iteration 44Q (32518.870000 sec): 3 clusters
  Score: Raw -875158.905224 + Penalty 2894.886019 = -872264.019205
  nChanged 10
		SP:Iteration 45Q (32519.050000 sec): 3 clusters
  Score: Raw -875162.121618 + Penalty 2894.886019 = -872267.235599
  nChanged 7
		SP:Iteration 46Q (32519.230000 sec): 3 clusters
  Score: Raw -875163.728370 + Penalty 2894.886019 = -872268.842352
  nChanged 4
		SP:Iteration 47Q (32519.410000 sec): 3 clusters
  Score: Raw -875164.471344 + Penalty 2894.886019 = -872269.585326
  nChanged 1
		SP:Iteration 48Q (32519.550000 sec): 3 clusters
  Score: Raw -875164.700245 + Penalty 2894.886019 = -872269.814227
  nChanged 2
		SP:Iteration 49Q (32519.760000 sec): 3 clusters
  Score: Raw -875165.049405 + Penalty 2894.886019 = -872270.163387
  nChanged 2
		SP:Iteration 50Q (32519.940000 sec): 3 clusters
  Score: Raw -875165.443585 + Penalty 2894.886019 = -872270.557566
  nChanged 1
		SP:Iteration 51Q (32520.140000 sec): 3 clusters
  Score: Raw -875165.618433 + Penalty 2894.886019 = -872270.732414
  nChanged 2
		SP:Iteration 52Q (32520.330000 sec): 3 clusters
  Score: Raw -875166.039029 + Penalty 2894.886019 = -872271.153011
  nChanged 0
		SP:Iteration 53F (32520.470000 sec): 3 clusters
  Score: Raw -875166.039029 + Penalty 2894.886019 = -872271.153011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32520.590000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32520.750000 sec): 3 clusters
  Score: Raw -119309.150937 + Penalty 2263.957861 = -117045.193076
  nChanged 312
		SP:Iteration 1F (32520.900000 sec): 3 clusters
  Score: Raw -119562.424365 + Penalty 2263.957861 = -117298.466505
  nChanged 69
		SP:Iteration 2F (32521.050000 sec): 3 clusters
  Score: Raw -119625.041628 + Penalty 2263.957861 = -117361.083767
  nChanged 36
		SP:Iteration 3Q (32521.210000 sec): 3 clusters
  Score: Raw -119667.278131 + Penalty 2263.957861 = -117403.320270
  nChanged 28
		SP:Iteration 4Q (32521.310000 sec): 3 clusters
  Score: Raw -119692.323631 + Penalty 2263.957861 = -117428.365770
  nChanged 19
		SP:Iteration 5Q (32521.450000 sec): 3 clusters
  Score: Raw -119712.160507 + Penalty 2263.957861 = -117448.202647
  nChanged 24
		SP:Iteration 6Q (32521.580000 sec): 3 clusters
  Score: Raw -119760.274700 + Penalty 2263.957861 = -117496.316839
  nChanged 29
		SP:Iteration 7Q (32521.720000 sec): 3 clusters
  Score: Raw -119803.118546 + Penalty 2263.957861 = -117539.160686
  nChanged 25
		SP:Iteration 8Q (32521.870000 sec): 3 clusters
  Score: Raw -119841.320946 + Penalty 2263.957861 = -117577.363085
  nChanged 31
		SP:Iteration 9Q (32522.000000 sec): 3 clusters
  Score: Raw -119892.031038 + Penalty 2263.957861 = -117628.073177
  nChanged 37
		SP:Iteration 10Q (32522.170000 sec): 3 clusters
  Score: Raw -119965.951378 + Penalty 2263.957861 = -117701.993517
  nChanged 36
		SP:Iteration 11Q (32522.360000 sec): 3 clusters
  Score: Raw -120039.794913 + Penalty 2263.957861 = -117775.837053
  nChanged 31
		SP:Iteration 12Q (32522.520000 sec): 3 clusters
  Score: Raw -120114.388099 + Penalty 2263.957861 = -117850.430238
  nChanged 38
		SP:Iteration 13Q (32522.650000 sec): 3 clusters
  Score: Raw -120210.278831 + Penalty 2263.957861 = -117946.320970
  nChanged 38
		SP:Iteration 14Q (32522.810000 sec): 3 clusters
  Score: Raw -120333.133630 + Penalty 2263.957861 = -118069.175769
  nChanged 29
		SP:Iteration 15Q (32522.950000 sec): 3 clusters
  Score: Raw -120416.199219 + Penalty 2263.957861 = -118152.241359
  nChanged 28
		SP:Iteration 16Q (32523.130000 sec): 3 clusters
  Score: Raw -120494.544341 + Penalty 2263.957861 = -118230.586481
  nChanged 27
		SP:Iteration 17Q (32523.270000 sec): 3 clusters
  Score: Raw -120547.573965 + Penalty 2263.957861 = -118283.616104
  nChanged 29
		SP:Iteration 18Q (32523.430000 sec): 3 clusters
  Score: Raw -120598.626267 + Penalty 2263.957861 = -118334.668406
  nChanged 17
		SP:Iteration 19Q (32523.560000 sec): 3 clusters
  Score: Raw -120622.904791 + Penalty 2263.957861 = -118358.946930
  nChanged 8
		SP:Iteration 20F (32523.740000 sec): 3 clusters
  Score: Raw -120631.984589 + Penalty 2263.957861 = -118368.026728
  nChanged 6
		SP:Iteration 21Q (32523.890000 sec): 3 clusters
  Score: Raw -120636.317286 + Penalty 2263.957861 = -118372.359426
  nChanged 2
		SP:Iteration 22Q (32523.990000 sec): 3 clusters
  Score: Raw -120641.311782 + Penalty 2263.957861 = -118377.353921
  nChanged 5
		SP:Iteration 23Q (32524.190000 sec): 3 clusters
  Score: Raw -120651.163763 + Penalty 2263.957861 = -118387.205903
  nChanged 5
		SP:Iteration 24Q (32524.310000 sec): 3 clusters
  Score: Raw -120658.964553 + Penalty 2263.957861 = -118395.006692
  nChanged 3
		SP:Iteration 25Q (32524.480000 sec): 3 clusters
  Score: Raw -120662.630863 + Penalty 2263.957861 = -118398.673002
  nChanged 0
		SP:Iteration 26F (32524.650000 sec): 3 clusters
  Score: Raw -120662.630863 + Penalty 2263.957861 = -118398.673002
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32524.750000 sec): 2 clusters
  Score: Raw -388902.635785 + Penalty 1319.498997 = -387583.136788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32524.940000 sec): 3 clusters
  Score: Raw -387308.874085 + Penalty 2638.997994 = -384669.876091
  nChanged 1267
		SP:Iteration 1F (32525.150000 sec): 3 clusters
  Score: Raw -388069.356611 + Penalty 2638.997994 = -385430.358617
  nChanged 263
		SP:Iteration 2F (32525.360000 sec): 3 clusters
  Score: Raw -388263.434360 + Penalty 2638.997994 = -385624.436366
  nChanged 216
		SP:Iteration 3F (32525.530000 sec): 3 clusters
  Score: Raw -388432.242061 + Penalty 2638.997994 = -385793.244067
  nChanged 193
		SP:Iteration 4F (32525.720000 sec): 3 clusters
  Score: Raw -388600.055183 + Penalty 2638.997994 = -385961.057189
  nChanged 174
		SP:Iteration 5F (32525.900000 sec): 3 clusters
  Score: Raw -388722.078041 + Penalty 2638.997994 = -386083.080047
  nChanged 130
		SP:Iteration 6Q (32526.090000 sec): 3 clusters
  Score: Raw -388808.463430 + Penalty 2638.997994 = -386169.465436
  nChanged 106
		SP:Iteration 7Q (32526.240000 sec): 3 clusters
  Score: Raw -388877.240200 + Penalty 2638.997994 = -386238.242206
  nChanged 87
		SP:Iteration 8Q (32526.440000 sec): 3 clusters
  Score: Raw -388921.094879 + Penalty 2638.997994 = -386282.096885
  nChanged 70
		SP:Iteration 9Q (32526.610000 sec): 3 clusters
  Score: Raw -388967.740559 + Penalty 2638.997994 = -386328.742565
  nChanged 73
		SP:Iteration 10Q (32526.780000 sec): 3 clusters
  Score: Raw -389015.300124 + Penalty 2638.997994 = -386376.302130
  nChanged 78
		SP:Iteration 11Q (32526.920000 sec): 3 clusters
  Score: Raw -389070.032307 + Penalty 2638.997994 = -386431.034313
  nChanged 77
		SP:Iteration 12Q (32527.080000 sec): 3 clusters
  Score: Raw -389118.470457 + Penalty 2638.997994 = -386479.472463
  nChanged 51
		SP:Iteration 13Q (32527.220000 sec): 3 clusters
  Score: Raw -389143.311916 + Penalty 2638.997994 = -386504.313922
  nChanged 47
		SP:Iteration 14Q (32527.360000 sec): 3 clusters
  Score: Raw -389166.996527 + Penalty 2638.997994 = -386527.998533
  nChanged 36
		SP:Iteration 15Q (32527.520000 sec): 3 clusters
  Score: Raw -389185.018156 + Penalty 2638.997994 = -386546.020162
  nChanged 35
		SP:Iteration 16Q (32527.710000 sec): 3 clusters
  Score: Raw -389200.003214 + Penalty 2638.997994 = -386561.005220
  nChanged 29
		SP:Iteration 17Q (32527.850000 sec): 3 clusters
  Score: Raw -389214.129767 + Penalty 2638.997994 = -386575.131773
  nChanged 27
		SP:Iteration 18Q (32528.030000 sec): 3 clusters
  Score: Raw -389226.191350 + Penalty 2638.997994 = -386587.193356
  nChanged 23
		SP:Iteration 19Q (32528.210000 sec): 3 clusters
  Score: Raw -389234.026014 + Penalty 2638.997994 = -386595.028020
  nChanged 15
		SP:Iteration 20F (32528.340000 sec): 3 clusters
  Score: Raw -389241.123796 + Penalty 2638.997994 = -386602.125802
  nChanged 16
		SP:Iteration 21Q (32528.570000 sec): 3 clusters
  Score: Raw -389247.431646 + Penalty 2638.997994 = -386608.433652
  nChanged 21
		SP:Iteration 22Q (32528.710000 sec): 3 clusters
  Score: Raw -389257.464620 + Penalty 2638.997994 = -386618.466626
  nChanged 10
		SP:Iteration 23Q (32528.860000 sec): 3 clusters
  Score: Raw -389261.712199 + Penalty 2638.997994 = -386622.714205
  nChanged 9
		SP:Iteration 24Q (32529.040000 sec): 3 clusters
  Score: Raw -389265.231314 + Penalty 2638.997994 = -386626.233320
  nChanged 4
		SP:Iteration 25Q (32529.210000 sec): 3 clusters
  Score: Raw -389267.076185 + Penalty 2638.997994 = -386628.078191
  nChanged 4
		SP:Iteration 26Q (32529.400000 sec): 3 clusters
  Score: Raw -389268.712461 + Penalty 2638.997994 = -386629.714467
  nChanged 2
		SP:Iteration 27Q (32529.530000 sec): 3 clusters
  Score: Raw -389270.293565 + Penalty 2638.997994 = -386631.295571
  nChanged 5
		SP:Iteration 28Q (32529.720000 sec): 3 clusters
  Score: Raw -389272.113915 + Penalty 2638.997994 = -386633.115921
  nChanged 4
		SP:Iteration 29Q (32529.910000 sec): 3 clusters
  Score: Raw -389273.970489 + Penalty 2638.997994 = -386634.972495
  nChanged 9
		SP:Iteration 30Q (32530.060000 sec): 3 clusters
  Score: Raw -389276.614618 + Penalty 2638.997994 = -386637.616624
  nChanged 5
		SP:Iteration 31Q (32530.250000 sec): 3 clusters
  Score: Raw -389278.358709 + Penalty 2638.997994 = -386639.360715
  nChanged 2
		SP:Iteration 32Q (32530.410000 sec): 3 clusters
  Score: Raw -389278.836134 + Penalty 2638.997994 = -386639.838140
  nChanged 1
		SP:Iteration 33Q (32530.590000 sec): 3 clusters
  Score: Raw -389279.411010 + Penalty 2638.997994 = -386640.413016
  nChanged 5
		SP:Iteration 34Q (32530.710000 sec): 3 clusters
  Score: Raw -389281.457751 + Penalty 2638.997994 = -386642.459757
  nChanged 2
		SP:Iteration 35Q (32530.860000 sec): 3 clusters
  Score: Raw -389282.095437 + Penalty 2638.997994 = -386643.097443
  nChanged 0
		SP:Iteration 36F (32531.010000 sec): 3 clusters
  Score: Raw -389282.095437 + Penalty 2638.997994 = -386643.097443
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32531.120000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32531.290000 sec): 3 clusters
  Score: Raw -203940.142009 + Penalty 2438.748243 = -201501.393766
  nChanged 616
		SP:Iteration 1F (32531.460000 sec): 3 clusters
  Score: Raw -204339.212937 + Penalty 2438.748243 = -201900.464694
  nChanged 143
		SP:Iteration 2F (32531.620000 sec): 3 clusters
  Score: Raw -204465.077195 + Penalty 2438.748243 = -202026.328952
  nChanged 85
		SP:Iteration 3Q (32531.770000 sec): 3 clusters
  Score: Raw -204546.482306 + Penalty 2438.748243 = -202107.734064
  nChanged 78
		SP:Iteration 4Q (32531.940000 sec): 3 clusters
  Score: Raw -204609.604338 + Penalty 2438.748243 = -202170.856095
  nChanged 59
		SP:Iteration 5Q (32532.060000 sec): 3 clusters
  Score: Raw -204658.084534 + Penalty 2438.748243 = -202219.336292
  nChanged 57
		SP:Iteration 6Q (32532.210000 sec): 3 clusters
  Score: Raw -204710.591095 + Penalty 2438.748243 = -202271.842853
  nChanged 55
		SP:Iteration 7Q (32532.390000 sec): 3 clusters
  Score: Raw -204763.237022 + Penalty 2438.748243 = -202324.488779
  nChanged 41
		SP:Iteration 8Q (32532.540000 sec): 3 clusters
  Score: Raw -204793.198702 + Penalty 2438.748243 = -202354.450459
  nChanged 48
		SP:Iteration 9Q (32532.690000 sec): 3 clusters
  Score: Raw -204829.707857 + Penalty 2438.748243 = -202390.959615
  nChanged 37
		SP:Iteration 10Q (32532.840000 sec): 3 clusters
  Score: Raw -204861.280266 + Penalty 2438.748243 = -202422.532023
  nChanged 37
		SP:Iteration 11Q (32532.990000 sec): 3 clusters
  Score: Raw -204891.029386 + Penalty 2438.748243 = -202452.281144
  nChanged 26
		SP:Iteration 12Q (32533.170000 sec): 3 clusters
  Score: Raw -204909.426808 + Penalty 2438.748243 = -202470.678565
  nChanged 20
		SP:Iteration 13Q (32533.310000 sec): 3 clusters
  Score: Raw -204925.149008 + Penalty 2438.748243 = -202486.400765
  nChanged 20
		SP:Iteration 14Q (32533.450000 sec): 3 clusters
  Score: Raw -204940.740703 + Penalty 2438.748243 = -202501.992460
  nChanged 17
		SP:Iteration 15Q (32533.680000 sec): 3 clusters
  Score: Raw -204952.032188 + Penalty 2438.748243 = -202513.283946
  nChanged 10
		SP:Iteration 16Q (32533.830000 sec): 3 clusters
  Score: Raw -204958.111512 + Penalty 2438.748243 = -202519.363269
  nChanged 8
		SP:Iteration 17Q (32534.030000 sec): 3 clusters
  Score: Raw -204962.550229 + Penalty 2438.748243 = -202523.801987
  nChanged 4
		SP:Iteration 18Q (32534.180000 sec): 3 clusters
  Score: Raw -204965.317115 + Penalty 2438.748243 = -202526.568872
  nChanged 2
		SP:Iteration 19Q (32534.390000 sec): 3 clusters
  Score: Raw -204967.655626 + Penalty 2438.748243 = -202528.907383
  nChanged 3
		SP:Iteration 20F (32534.510000 sec): 3 clusters
  Score: Raw -204969.345157 + Penalty 2438.748243 = -202530.596915
  nChanged 2
		SP:Iteration 21Q (32534.690000 sec): 3 clusters
  Score: Raw -204970.388849 + Penalty 2438.748243 = -202531.640607
  nChanged 2
		SP:Iteration 22Q (32534.870000 sec): 3 clusters
  Score: Raw -204971.092785 + Penalty 2438.748243 = -202532.344543
  nChanged 2
		SP:Iteration 23Q (32535.020000 sec): 3 clusters
  Score: Raw -204971.828954 + Penalty 2438.748243 = -202533.080711
  nChanged 3
		SP:Iteration 24Q (32535.200000 sec): 3 clusters
  Score: Raw -204973.897831 + Penalty 2438.748243 = -202535.149588
  nChanged 4
		SP:Iteration 25Q (32535.360000 sec): 3 clusters
  Score: Raw -204977.164534 + Penalty 2438.748243 = -202538.416292
  nChanged 7
		SP:Iteration 26Q (32535.550000 sec): 3 clusters
  Score: Raw -204981.945097 + Penalty 2438.748243 = -202543.196854
  nChanged 5
		SP:Iteration 27Q (32535.780000 sec): 3 clusters
  Score: Raw -204985.187898 + Penalty 2438.748243 = -202546.439655
  nChanged 2
		SP:Iteration 28Q (32535.950000 sec): 3 clusters
  Score: Raw -204986.058431 + Penalty 2438.748243 = -202547.310188
  nChanged 3
		SP:Iteration 29Q (32536.100000 sec): 3 clusters
  Score: Raw -204988.445824 + Penalty 2438.748243 = -202549.697581
  nChanged 0
		SP:Iteration 30F (32536.280000 sec): 3 clusters
  Score: Raw -204988.445824 + Penalty 2438.748243 = -202549.697581
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32536.330000 sec): 2 clusters
  Score: Raw -23439.349211 + Penalty 930.082579 = -22509.266632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32536.480000 sec): 3 clusters
  Score: Raw -23561.283881 + Penalty 1860.165158 = -21701.118723
  nChanged 83
		SP:Iteration 1F (32536.650000 sec): 3 clusters
  Score: Raw -23826.545383 + Penalty 1860.165158 = -21966.380225
  nChanged 28
		SP:Iteration 2F (32536.790000 sec): 3 clusters
  Score: Raw -23944.576485 + Penalty 1860.165158 = -22084.411326
  nChanged 13
		SP:Iteration 3Q (32536.960000 sec): 3 clusters
  Score: Raw -24011.679565 + Penalty 1860.165158 = -22151.514407
  nChanged 10
		SP:Iteration 4Q (32537.150000 sec): 3 clusters
  Score: Raw -24054.420378 + Penalty 1860.165158 = -22194.255220
  nChanged 8
		SP:Iteration 5Q (32537.280000 sec): 3 clusters
  Score: Raw -24128.393138 + Penalty 1860.165158 = -22268.227980
  nChanged 9
		SP:Iteration 6Q (32537.440000 sec): 3 clusters
  Score: Raw -24187.279778 + Penalty 1860.165158 = -22327.114620
  nChanged 7
		SP:Iteration 7Q (32537.600000 sec): 3 clusters
  Score: Raw -24223.854306 + Penalty 1860.165158 = -22363.689148
  nChanged 8
		SP:Iteration 8Q (32537.750000 sec): 3 clusters
  Score: Raw -24273.576826 + Penalty 1860.165158 = -22413.411668
  nChanged 5
		SP:Iteration 9Q (32537.910000 sec): 3 clusters
  Score: Raw -24302.067063 + Penalty 1860.165158 = -22441.901905
  nChanged 4
		SP:Iteration 10Q (32538.120000 sec): 3 clusters
  Score: Raw -24317.067209 + Penalty 1860.165158 = -22456.902051
  nChanged 3
		SP:Iteration 11Q (32538.310000 sec): 3 clusters
  Score: Raw -24330.154217 + Penalty 1860.165158 = -22469.989059
  nChanged 0
		SP:Iteration 12F (32538.480000 sec): 3 clusters
  Score: Raw -24330.154217 + Penalty 1860.165158 = -22469.989059
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32538.590000 sec): 2 clusters
  Score: Raw -100735.816751 + Penalty 1103.573488 = -99632.243263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32538.750000 sec): 3 clusters
  Score: Raw -100548.320046 + Penalty 2207.146975 = -98341.173070
  nChanged 289
		SP:Iteration 1F (32538.890000 sec): 3 clusters
  Score: Raw -100905.415827 + Penalty 2207.146975 = -98698.268851
  nChanged 95
		SP:Iteration 2F (32539.030000 sec): 3 clusters
  Score: Raw -101121.122507 + Penalty 2207.146975 = -98913.975532
  nChanged 74
		SP:Iteration 3F (32539.220000 sec): 3 clusters
  Score: Raw -101326.376187 + Penalty 2207.146975 = -99119.229211
  nChanged 58
		SP:Iteration 4F (32539.350000 sec): 3 clusters
  Score: Raw -101432.842397 + Penalty 2207.146975 = -99225.695422
  nChanged 27
		SP:Iteration 5Q (32539.560000 sec): 3 clusters
  Score: Raw -101534.982178 + Penalty 2207.146975 = -99327.835203
  nChanged 24
		SP:Iteration 6Q (32539.720000 sec): 3 clusters
  Score: Raw -101615.429355 + Penalty 2207.146975 = -99408.282380
  nChanged 21
		SP:Iteration 7Q (32539.840000 sec): 3 clusters
  Score: Raw -101667.670536 + Penalty 2207.146975 = -99460.523560
  nChanged 13
		SP:Iteration 8Q (32540.060000 sec): 3 clusters
  Score: Raw -101687.717508 + Penalty 2207.146975 = -99480.570533
  nChanged 6
		SP:Iteration 9Q (32540.180000 sec): 3 clusters
  Score: Raw -101695.995210 + Penalty 2207.146975 = -99488.848234
  nChanged 4
		SP:Iteration 10Q (32540.370000 sec): 3 clusters
  Score: Raw -101701.089734 + Penalty 2207.146975 = -99493.942759
  nChanged 5
		SP:Iteration 11Q (32540.510000 sec): 3 clusters
  Score: Raw -101711.062756 + Penalty 2207.146975 = -99503.915781
  nChanged 3
		SP:Iteration 12Q (32540.660000 sec): 3 clusters
  Score: Raw -101714.222638 + Penalty 2207.146975 = -99507.075663
  nChanged 1
		SP:Iteration 13Q (32540.810000 sec): 3 clusters
  Score: Raw -101715.435542 + Penalty 2207.146975 = -99508.288567
  nChanged 0
		SP:Iteration 14F (32540.950000 sec): 3 clusters
  Score: Raw -101715.435542 + Penalty 2207.146975 = -99508.288567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32541.050000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32541.210000 sec): 3 clusters
  Score: Raw -246778.730007 + Penalty 2487.848041 = -244290.881966
  nChanged 706
		SP:Iteration 1F (32541.380000 sec): 3 clusters
  Score: Raw -247245.640996 + Penalty 2487.848041 = -244757.792955
  nChanged 168
		SP:Iteration 2F (32541.520000 sec): 3 clusters
  Score: Raw -247354.820954 + Penalty 2487.848041 = -244866.972913
  nChanged 86
		SP:Iteration 3Q (32541.680000 sec): 3 clusters
  Score: Raw -247414.977309 + Penalty 2487.848041 = -244927.129269
  nChanged 54
		SP:Iteration 4Q (32541.830000 sec): 3 clusters
  Score: Raw -247444.349837 + Penalty 2487.848041 = -244956.501797
  nChanged 43
		SP:Iteration 5Q (32541.980000 sec): 3 clusters
  Score: Raw -247475.441800 + Penalty 2487.848041 = -244987.593759
  nChanged 42
		SP:Iteration 6Q (32542.130000 sec): 3 clusters
  Score: Raw -247505.187069 + Penalty 2487.848041 = -245017.339029
  nChanged 41
		SP:Iteration 7Q (32542.310000 sec): 3 clusters
  Score: Raw -247536.992702 + Penalty 2487.848041 = -245049.144662
  nChanged 49
		SP:Iteration 8Q (32542.470000 sec): 3 clusters
  Score: Raw -247569.976179 + Penalty 2487.848041 = -245082.128139
  nChanged 48
		SP:Iteration 9Q (32542.610000 sec): 3 clusters
  Score: Raw -247601.450352 + Penalty 2487.848041 = -245113.602312
  nChanged 47
		SP:Iteration 10Q (32542.770000 sec): 3 clusters
  Score: Raw -247630.674370 + Penalty 2487.848041 = -245142.826329
  nChanged 41
		SP:Iteration 11Q (32542.880000 sec): 3 clusters
  Score: Raw -247650.972063 + Penalty 2487.848041 = -245163.124023
  nChanged 32
		SP:Iteration 12Q (32543.070000 sec): 3 clusters
  Score: Raw -247670.110076 + Penalty 2487.848041 = -245182.262036
  nChanged 23
		SP:Iteration 13Q (32543.160000 sec): 3 clusters
  Score: Raw -247682.113306 + Penalty 2487.848041 = -245194.265265
  nChanged 21
		SP:Iteration 14Q (32543.290000 sec): 3 clusters
  Score: Raw -247691.409656 + Penalty 2487.848041 = -245203.561615
  nChanged 20
		SP:Iteration 15Q (32543.450000 sec): 3 clusters
  Score: Raw -247701.093427 + Penalty 2487.848041 = -245213.245386
  nChanged 19
		SP:Iteration 16Q (32543.610000 sec): 3 clusters
  Score: Raw -247710.842962 + Penalty 2487.848041 = -245222.994922
  nChanged 17
		SP:Iteration 17Q (32543.760000 sec): 3 clusters
  Score: Raw -247717.541493 + Penalty 2487.848041 = -245229.693452
  nChanged 12
		SP:Iteration 18Q (32543.870000 sec): 3 clusters
  Score: Raw -247725.119915 + Penalty 2487.848041 = -245237.271875
  nChanged 18
		SP:Iteration 19Q (32544.000000 sec): 3 clusters
  Score: Raw -247734.836690 + Penalty 2487.848041 = -245246.988650
  nChanged 16
		SP:Iteration 20F (32544.180000 sec): 3 clusters
  Score: Raw -247742.760208 + Penalty 2487.848041 = -245254.912167
  nChanged 19
		SP:Iteration 21Q (32544.340000 sec): 3 clusters
  Score: Raw -247754.275814 + Penalty 2487.848041 = -245266.427773
  nChanged 18
		SP:Iteration 22Q (32544.480000 sec): 3 clusters
  Score: Raw -247762.898949 + Penalty 2487.848041 = -245275.050908
  nChanged 12
		SP:Iteration 23Q (32544.700000 sec): 3 clusters
  Score: Raw -247767.806159 + Penalty 2487.848041 = -245279.958118
  nChanged 8
		SP:Iteration 24Q (32544.860000 sec): 3 clusters
  Score: Raw -247771.394560 + Penalty 2487.848041 = -245283.546519
  nChanged 7
		SP:Iteration 25Q (32545.010000 sec): 3 clusters
  Score: Raw -247775.543385 + Penalty 2487.848041 = -245287.695344
  nChanged 7
		SP:Iteration 26Q (32545.150000 sec): 3 clusters
  Score: Raw -247779.134649 + Penalty 2487.848041 = -245291.286608
  nChanged 9
		SP:Iteration 27Q (32545.300000 sec): 3 clusters
  Score: Raw -247785.160864 + Penalty 2487.848041 = -245297.312824
  nChanged 9
		SP:Iteration 28Q (32545.460000 sec): 3 clusters
  Score: Raw -247790.982647 + Penalty 2487.848041 = -245303.134606
  nChanged 12
		SP:Iteration 29Q (32545.600000 sec): 3 clusters
  Score: Raw -247799.054209 + Penalty 2487.848041 = -245311.206168
  nChanged 8
		SP:Iteration 30Q (32545.740000 sec): 3 clusters
  Score: Raw -247805.323906 + Penalty 2487.848041 = -245317.475865
  nChanged 17
		SP:Iteration 31Q (32545.920000 sec): 3 clusters
  Score: Raw -247817.392542 + Penalty 2487.848041 = -245329.544501
  nChanged 13
		SP:Iteration 32Q (32546.100000 sec): 3 clusters
  Score: Raw -247826.100024 + Penalty 2487.848041 = -245338.251984
  nChanged 16
		SP:Iteration 33Q (32546.240000 sec): 3 clusters
  Score: Raw -247835.795006 + Penalty 2487.848041 = -245347.946965
  nChanged 10
		SP:Iteration 34Q (32546.410000 sec): 3 clusters
  Score: Raw -247841.322055 + Penalty 2487.848041 = -245353.474015
  nChanged 6
		SP:Iteration 35Q (32546.570000 sec): 3 clusters
  Score: Raw -247846.232746 + Penalty 2487.848041 = -245358.384706
  nChanged 9
		SP:Iteration 36Q (32546.720000 sec): 3 clusters
  Score: Raw -247853.188045 + Penalty 2487.848041 = -245365.340004
  nChanged 11
		SP:Iteration 37Q (32546.820000 sec): 3 clusters
  Score: Raw -247861.596781 + Penalty 2487.848041 = -245373.748740
  nChanged 10
		SP:Iteration 38Q (32546.980000 sec): 3 clusters
  Score: Raw -247870.282891 + Penalty 2487.848041 = -245382.434850
  nChanged 16
		SP:Iteration 39Q (32547.130000 sec): 3 clusters
  Score: Raw -247880.032942 + Penalty 2487.848041 = -245392.184901
  nChanged 8
		SP:Iteration 40F (32547.310000 sec): 3 clusters
  Score: Raw -247886.666133 + Penalty 2487.848041 = -245398.818093
  nChanged 5
		SP:Iteration 41Q (32547.470000 sec): 3 clusters
  Score: Raw -247888.639642 + Penalty 2487.848041 = -245400.791602
  nChanged 1
		SP:Iteration 42Q (32547.640000 sec): 3 clusters
  Score: Raw -247890.069868 + Penalty 2487.848041 = -245402.221828
  nChanged 3
		SP:Iteration 43Q (32547.810000 sec): 3 clusters
  Score: Raw -247891.650288 + Penalty 2487.848041 = -245403.802247
  nChanged 4
		SP:Iteration 44Q (32547.980000 sec): 3 clusters
  Score: Raw -247893.577174 + Penalty 2487.848041 = -245405.729133
  nChanged 2
		SP:Iteration 45Q (32548.130000 sec): 3 clusters
  Score: Raw -247895.253803 + Penalty 2487.848041 = -245407.405762
  nChanged 1
		SP:Iteration 46Q (32548.320000 sec): 3 clusters
  Score: Raw -247895.768938 + Penalty 2487.848041 = -245407.920897
  nChanged 2
		SP:Iteration 47Q (32548.440000 sec): 3 clusters
  Score: Raw -247896.637193 + Penalty 2487.848041 = -245408.789153
  nChanged 2
		SP:Iteration 48Q (32548.610000 sec): 3 clusters
  Score: Raw -247897.811279 + Penalty 2487.848041 = -245409.963238
  nChanged 3
		SP:Iteration 49Q (32548.830000 sec): 3 clusters
  Score: Raw -247899.072220 + Penalty 2487.848041 = -245411.224179
  nChanged 1
		SP:Iteration 50Q (32548.970000 sec): 3 clusters
  Score: Raw -247899.972885 + Penalty 2487.848041 = -245412.124844
  nChanged 1
		SP:Iteration 51Q (32549.160000 sec): 3 clusters
  Score: Raw -247900.341099 + Penalty 2487.848041 = -245412.493058
  nChanged 0
		SP:Iteration 52F (32549.340000 sec): 3 clusters
  Score: Raw -247900.341099 + Penalty 2487.848041 = -245412.493058
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32549.540000 sec): 2 clusters
  Score: Raw -1798085.645200 + Penalty 1564.356846 = -1796521.288355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32549.780000 sec): 3 clusters
  Score: Raw -1789237.627964 + Penalty 3128.713692 = -1786108.914272
  nChanged 6785
		SP:Iteration 1F (32549.990000 sec): 3 clusters
  Score: Raw -1793064.586184 + Penalty 3128.713692 = -1789935.872492
  nChanged 1028
		SP:Iteration 2F (32550.250000 sec): 3 clusters
  Score: Raw -1793659.667454 + Penalty 3128.713692 = -1790530.953762
  nChanged 1034
		SP:Iteration 3F (32550.420000 sec): 3 clusters
  Score: Raw -1794330.540095 + Penalty 3128.713692 = -1791201.826404
  nChanged 988
		SP:Iteration 4F (32550.680000 sec): 3 clusters
  Score: Raw -1795035.188374 + Penalty 3128.713692 = -1791906.474682
  nChanged 942
		SP:Iteration 5F (32550.900000 sec): 3 clusters
  Score: Raw -1795750.702492 + Penalty 3128.713692 = -1792621.988801
  nChanged 817
		SP:Iteration 6F (32551.130000 sec): 3 clusters
  Score: Raw -1796383.703175 + Penalty 3128.713692 = -1793254.989483
  nChanged 664
		SP:Iteration 7Q (32551.390000 sec): 3 clusters
  Score: Raw -1796921.339091 + Penalty 3128.713692 = -1793792.625399
  nChanged 531
		SP:Iteration 8Q (32551.610000 sec): 3 clusters
  Score: Raw -1797330.501012 + Penalty 3128.713692 = -1794201.787321
  nChanged 431
		SP:Iteration 9Q (32551.830000 sec): 3 clusters
  Score: Raw -1797640.917768 + Penalty 3128.713692 = -1794512.204076
  nChanged 308
		SP:Iteration 10Q (32552.030000 sec): 3 clusters
  Score: Raw -1797860.213726 + Penalty 3128.713692 = -1794731.500034
  nChanged 247
		SP:Iteration 11Q (32552.290000 sec): 3 clusters
  Score: Raw -1798042.612435 + Penalty 3128.713692 = -1794913.898743
  nChanged 216
		SP:Iteration 12Q (32552.540000 sec): 3 clusters
  Score: Raw -1798179.553347 + Penalty 3128.713692 = -1795050.839655
  nChanged 142
		SP:Iteration 13Q (32552.780000 sec): 3 clusters
  Score: Raw -1798269.761892 + Penalty 3128.713692 = -1795141.048201
  nChanged 128
		SP:Iteration 14Q (32553.030000 sec): 3 clusters
  Score: Raw -1798343.732388 + Penalty 3128.713692 = -1795215.018696
  nChanged 96
		SP:Iteration 15Q (32553.260000 sec): 3 clusters
  Score: Raw -1798406.950571 + Penalty 3128.713692 = -1795278.236879
  nChanged 91
		SP:Iteration 16Q (32553.520000 sec): 3 clusters
  Score: Raw -1798460.275265 + Penalty 3128.713692 = -1795331.561574
  nChanged 88
		SP:Iteration 17Q (32553.790000 sec): 3 clusters
  Score: Raw -1798512.256140 + Penalty 3128.713692 = -1795383.542448
  nChanged 68
		SP:Iteration 18Q (32554.030000 sec): 3 clusters
  Score: Raw -1798547.815740 + Penalty 3128.713692 = -1795419.102049
  nChanged 54
		SP:Iteration 19Q (32554.270000 sec): 3 clusters
  Score: Raw -1798569.648768 + Penalty 3128.713692 = -1795440.935076
  nChanged 29
		SP:Iteration 20F (32554.550000 sec): 3 clusters
  Score: Raw -1798582.069205 + Penalty 3128.713692 = -1795453.355513
  nChanged 35
		SP:Iteration 21Q (32554.780000 sec): 3 clusters
  Score: Raw -1798593.266627 + Penalty 3128.713692 = -1795464.552936
  nChanged 27
		SP:Iteration 22Q (32554.990000 sec): 3 clusters
  Score: Raw -1798599.638720 + Penalty 3128.713692 = -1795470.925028
  nChanged 15
		SP:Iteration 23Q (32555.270000 sec): 3 clusters
  Score: Raw -1798604.686278 + Penalty 3128.713692 = -1795475.972586
  nChanged 17
		SP:Iteration 24Q (32555.510000 sec): 3 clusters
  Score: Raw -1798610.038214 + Penalty 3128.713692 = -1795481.324522
  nChanged 13
		SP:Iteration 25Q (32555.760000 sec): 3 clusters
  Score: Raw -1798614.164173 + Penalty 3128.713692 = -1795485.450481
  nChanged 10
		SP:Iteration 26Q (32555.990000 sec): 3 clusters
  Score: Raw -1798617.475670 + Penalty 3128.713692 = -1795488.761979
  nChanged 8
		SP:Iteration 27Q (32556.210000 sec): 3 clusters
  Score: Raw -1798619.519328 + Penalty 3128.713692 = -1795490.805637
  nChanged 3
		SP:Iteration 28Q (32556.440000 sec): 3 clusters
  Score: Raw -1798620.103669 + Penalty 3128.713692 = -1795491.389977
  nChanged 6
		SP:Iteration 29Q (32556.690000 sec): 3 clusters
  Score: Raw -1798621.062468 + Penalty 3128.713692 = -1795492.348776
  nChanged 2
		SP:Iteration 30Q (32556.960000 sec): 3 clusters
  Score: Raw -1798621.394721 + Penalty 3128.713692 = -1795492.681029
  nChanged 1
		SP:Iteration 31Q (32557.170000 sec): 3 clusters
  Score: Raw -1798621.889974 + Penalty 3128.713692 = -1795493.176282
  nChanged 3
		SP:Iteration 32Q (32557.410000 sec): 3 clusters
  Score: Raw -1798622.531089 + Penalty 3128.713692 = -1795493.817397
  nChanged 0
		SP:Iteration 33F (32557.660000 sec): 3 clusters
  Score: Raw -1798622.531089 + Penalty 3128.713692 = -1795493.817397
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32557.740000 sec): 2 clusters
  Score: Raw -469686.364757 + Penalty 1348.107742 = -468338.257015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32557.920000 sec): 3 clusters
  Score: Raw -467696.950360 + Penalty 2696.215484 = -465000.734876
  nChanged 1554
		SP:Iteration 1F (32558.120000 sec): 3 clusters
  Score: Raw -468624.233984 + Penalty 2696.215484 = -465928.018500
  nChanged 317
		SP:Iteration 2F (32558.260000 sec): 3 clusters
  Score: Raw -468891.839644 + Penalty 2696.215484 = -466195.624160
  nChanged 272
		SP:Iteration 3F (32558.490000 sec): 3 clusters
  Score: Raw -469102.920130 + Penalty 2696.215484 = -466406.704647
  nChanged 241
		SP:Iteration 4F (32558.650000 sec): 3 clusters
  Score: Raw -469294.024303 + Penalty 2696.215484 = -466597.808819
  nChanged 193
		SP:Iteration 5Q (32558.830000 sec): 3 clusters
  Score: Raw -469453.373582 + Penalty 2696.215484 = -466757.158098
  nChanged 187
		SP:Iteration 6Q (32559.030000 sec): 3 clusters
  Score: Raw -469601.197838 + Penalty 2696.215484 = -466904.982354
  nChanged 173
		SP:Iteration 7Q (32559.210000 sec): 3 clusters
  Score: Raw -469751.935517 + Penalty 2696.215484 = -467055.720034
  nChanged 160
		SP:Iteration 8Q (32559.420000 sec): 3 clusters
  Score: Raw -469893.368677 + Penalty 2696.215484 = -467197.153193
  nChanged 138
		SP:Iteration 9Q (32559.570000 sec): 3 clusters
  Score: Raw -470000.871478 + Penalty 2696.215484 = -467304.655994
  nChanged 131
		SP:Iteration 10Q (32559.770000 sec): 3 clusters
  Score: Raw -470093.609318 + Penalty 2696.215484 = -467397.393834
  nChanged 106
		SP:Iteration 11Q (32559.930000 sec): 3 clusters
  Score: Raw -470179.431676 + Penalty 2696.215484 = -467483.216192
  nChanged 97
		SP:Iteration 12Q (32560.120000 sec): 3 clusters
  Score: Raw -470249.882797 + Penalty 2696.215484 = -467553.667313
  nChanged 89
		SP:Iteration 13Q (32560.280000 sec): 3 clusters
  Score: Raw -470310.696424 + Penalty 2696.215484 = -467614.480940
  nChanged 74
		SP:Iteration 14Q (32560.470000 sec): 3 clusters
  Score: Raw -470365.021637 + Penalty 2696.215484 = -467668.806153
  nChanged 71
		SP:Iteration 15Q (32560.630000 sec): 3 clusters
  Score: Raw -470415.089979 + Penalty 2696.215484 = -467718.874495
  nChanged 66
		SP:Iteration 16Q (32560.780000 sec): 3 clusters
  Score: Raw -470458.947235 + Penalty 2696.215484 = -467762.731751
  nChanged 57
		SP:Iteration 17Q (32560.970000 sec): 3 clusters
  Score: Raw -470496.356423 + Penalty 2696.215484 = -467800.140939
  nChanged 55
		SP:Iteration 18Q (32561.210000 sec): 3 clusters
  Score: Raw -470529.614726 + Penalty 2696.215484 = -467833.399242
  nChanged 55
		SP:Iteration 19Q (32561.390000 sec): 3 clusters
  Score: Raw -470560.614632 + Penalty 2696.215484 = -467864.399148
  nChanged 50
		SP:Iteration 20F (32561.570000 sec): 3 clusters
  Score: Raw -470591.812989 + Penalty 2696.215484 = -467895.597505
  nChanged 45
		SP:Iteration 21Q (32561.710000 sec): 3 clusters
  Score: Raw -470622.042520 + Penalty 2696.215484 = -467925.827036
  nChanged 43
		SP:Iteration 22Q (32561.890000 sec): 3 clusters
  Score: Raw -470647.795863 + Penalty 2696.215484 = -467951.580379
  nChanged 33
		SP:Iteration 23Q (32562.100000 sec): 3 clusters
  Score: Raw -470665.431934 + Penalty 2696.215484 = -467969.216450
  nChanged 27
		SP:Iteration 24Q (32562.260000 sec): 3 clusters
  Score: Raw -470676.829486 + Penalty 2696.215484 = -467980.614002
  nChanged 22
		SP:Iteration 25Q (32562.400000 sec): 3 clusters
  Score: Raw -470683.253944 + Penalty 2696.215484 = -467987.038460
  nChanged 14
		SP:Iteration 26Q (32562.590000 sec): 3 clusters
  Score: Raw -470687.236227 + Penalty 2696.215484 = -467991.020743
  nChanged 8
		SP:Iteration 27Q (32562.760000 sec): 3 clusters
  Score: Raw -470689.202480 + Penalty 2696.215484 = -467992.986996
  nChanged 7
		SP:Iteration 28Q (32562.940000 sec): 3 clusters
  Score: Raw -470690.734239 + Penalty 2696.215484 = -467994.518755
  nChanged 6
		SP:Iteration 29Q (32563.150000 sec): 3 clusters
  Score: Raw -470692.266467 + Penalty 2696.215484 = -467996.050983
  nChanged 5
		SP:Iteration 30Q (32563.350000 sec): 3 clusters
  Score: Raw -470693.479300 + Penalty 2696.215484 = -467997.263816
  nChanged 4
		SP:Iteration 31Q (32563.570000 sec): 3 clusters
  Score: Raw -470694.474893 + Penalty 2696.215484 = -467998.259409
  nChanged 3
		SP:Iteration 32Q (32563.730000 sec): 3 clusters
  Score: Raw -470695.455052 + Penalty 2696.215484 = -467999.239568
  nChanged 7
		SP:Iteration 33Q (32563.910000 sec): 3 clusters
  Score: Raw -470697.263871 + Penalty 2696.215484 = -468001.048388
  nChanged 4
		SP:Iteration 34Q (32564.030000 sec): 3 clusters
  Score: Raw -470698.369133 + Penalty 2696.215484 = -468002.153650
  nChanged 3
		SP:Iteration 35Q (32564.180000 sec): 3 clusters
  Score: Raw -470699.757036 + Penalty 2696.215484 = -468003.541552
  nChanged 2
		SP:Iteration 36Q (32564.330000 sec): 3 clusters
  Score: Raw -470700.338978 + Penalty 2696.215484 = -468004.123494
  nChanged 3
		SP:Iteration 37Q (32564.510000 sec): 3 clusters
  Score: Raw -470701.094895 + Penalty 2696.215484 = -468004.879411
  nChanged 0
		SP:Iteration 38F (32564.670000 sec): 3 clusters
  Score: Raw -470701.094895 + Penalty 2696.215484 = -468004.879411
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32564.760000 sec): 2 clusters
  Score: Raw -446693.579345 + Penalty 1342.119896 = -445351.459448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32564.940000 sec): 3 clusters
  Score: Raw -444728.129909 + Penalty 2684.239793 = -442043.890116
  nChanged 1526
		SP:Iteration 1F (32565.130000 sec): 3 clusters
  Score: Raw -445608.592241 + Penalty 2684.239793 = -442924.352448
  nChanged 338
		SP:Iteration 2F (32565.330000 sec): 3 clusters
  Score: Raw -445831.039820 + Penalty 2684.239793 = -443146.800027
  nChanged 222
		SP:Iteration 3F (32565.460000 sec): 3 clusters
  Score: Raw -445961.395419 + Penalty 2684.239793 = -443277.155626
  nChanged 170
		SP:Iteration 4Q (32565.680000 sec): 3 clusters
  Score: Raw -446064.772155 + Penalty 2684.239793 = -443380.532362
  nChanged 130
		SP:Iteration 5Q (32565.840000 sec): 3 clusters
  Score: Raw -446155.414193 + Penalty 2684.239793 = -443471.174400
  nChanged 137
		SP:Iteration 6Q (32566.030000 sec): 3 clusters
  Score: Raw -446244.801360 + Penalty 2684.239793 = -443560.561567
  nChanged 122
		SP:Iteration 7Q (32566.230000 sec): 3 clusters
  Score: Raw -446323.813388 + Penalty 2684.239793 = -443639.573595
  nChanged 115
		SP:Iteration 8Q (32566.380000 sec): 3 clusters
  Score: Raw -446396.248801 + Penalty 2684.239793 = -443712.009008
  nChanged 116
		SP:Iteration 9Q (32566.580000 sec): 3 clusters
  Score: Raw -446483.863570 + Penalty 2684.239793 = -443799.623777
  nChanged 114
		SP:Iteration 10Q (32566.780000 sec): 3 clusters
  Score: Raw -446564.877689 + Penalty 2684.239793 = -443880.637896
  nChanged 107
		SP:Iteration 11Q (32566.950000 sec): 3 clusters
  Score: Raw -446643.273239 + Penalty 2684.239793 = -443959.033446
  nChanged 122
		SP:Iteration 12Q (32567.110000 sec): 3 clusters
  Score: Raw -446731.956595 + Penalty 2684.239793 = -444047.716802
  nChanged 101
		SP:Iteration 13Q (32567.340000 sec): 3 clusters
  Score: Raw -446806.513744 + Penalty 2684.239793 = -444122.273952
  nChanged 116
		SP:Iteration 14Q (32567.590000 sec): 3 clusters
  Score: Raw -446899.083298 + Penalty 2684.239793 = -444214.843505
  nChanged 125
		SP:Iteration 15Q (32567.730000 sec): 3 clusters
  Score: Raw -446996.046735 + Penalty 2684.239793 = -444311.806942
  nChanged 117
		SP:Iteration 16Q (32567.890000 sec): 3 clusters
  Score: Raw -447074.270450 + Penalty 2684.239793 = -444390.030657
  nChanged 104
		SP:Iteration 17Q (32568.100000 sec): 3 clusters
  Score: Raw -447160.776214 + Penalty 2684.239793 = -444476.536421
  nChanged 107
		SP:Iteration 18Q (32568.320000 sec): 3 clusters
  Score: Raw -447246.965248 + Penalty 2684.239793 = -444562.725455
  nChanged 88
		SP:Iteration 19Q (32568.490000 sec): 3 clusters
  Score: Raw -447324.527936 + Penalty 2684.239793 = -444640.288143
  nChanged 62
		SP:Iteration 20F (32568.650000 sec): 3 clusters
  Score: Raw -447377.643919 + Penalty 2684.239793 = -444693.404126
  nChanged 55
		SP:Iteration 21Q (32568.840000 sec): 3 clusters
  Score: Raw -447412.538788 + Penalty 2684.239793 = -444728.298995
  nChanged 41
		SP:Iteration 22Q (32569.040000 sec): 3 clusters
  Score: Raw -447436.189627 + Penalty 2684.239793 = -444751.949834
  nChanged 47
		SP:Iteration 23Q (32569.170000 sec): 3 clusters
  Score: Raw -447461.675573 + Penalty 2684.239793 = -444777.435780
  nChanged 37
		SP:Iteration 24Q (32569.340000 sec): 3 clusters
  Score: Raw -447482.125627 + Penalty 2684.239793 = -444797.885834
  nChanged 30
		SP:Iteration 25Q (32569.530000 sec): 3 clusters
  Score: Raw -447500.179427 + Penalty 2684.239793 = -444815.939634
  nChanged 24
		SP:Iteration 26Q (32569.690000 sec): 3 clusters
  Score: Raw -447512.948640 + Penalty 2684.239793 = -444828.708847
  nChanged 27
		SP:Iteration 27Q (32569.890000 sec): 3 clusters
  Score: Raw -447526.050262 + Penalty 2684.239793 = -444841.810469
  nChanged 29
		SP:Iteration 28Q (32570.100000 sec): 3 clusters
  Score: Raw -447543.593718 + Penalty 2684.239793 = -444859.353926
  nChanged 27
		SP:Iteration 29Q (32570.230000 sec): 3 clusters
  Score: Raw -447555.125554 + Penalty 2684.239793 = -444870.885761
  nChanged 19
		SP:Iteration 30Q (32570.400000 sec): 3 clusters
  Score: Raw -447563.090513 + Penalty 2684.239793 = -444878.850720
  nChanged 19
		SP:Iteration 31Q (32570.550000 sec): 3 clusters
  Score: Raw -447571.420459 + Penalty 2684.239793 = -444887.180666
  nChanged 17
		SP:Iteration 32Q (32570.750000 sec): 3 clusters
  Score: Raw -447577.268573 + Penalty 2684.239793 = -444893.028781
  nChanged 12
		SP:Iteration 33Q (32570.960000 sec): 3 clusters
  Score: Raw -447580.689052 + Penalty 2684.239793 = -444896.449259
  nChanged 7
		SP:Iteration 34Q (32571.120000 sec): 3 clusters
  Score: Raw -447582.297413 + Penalty 2684.239793 = -444898.057621
  nChanged 6
		SP:Iteration 35Q (32571.360000 sec): 3 clusters
  Score: Raw -447583.482092 + Penalty 2684.239793 = -444899.242299
  nChanged 5
		SP:Iteration 36Q (32571.500000 sec): 3 clusters
  Score: Raw -447584.564675 + Penalty 2684.239793 = -444900.324882
  nChanged 5
		SP:Iteration 37Q (32571.670000 sec): 3 clusters
  Score: Raw -447585.155556 + Penalty 2684.239793 = -444900.915763
  nChanged 2
		SP:Iteration 38Q (32571.880000 sec): 3 clusters
  Score: Raw -447585.888455 + Penalty 2684.239793 = -444901.648662
  nChanged 2
		SP:Iteration 39Q (32572.040000 sec): 3 clusters
  Score: Raw -447586.203785 + Penalty 2684.239793 = -444901.963992
  nChanged 1
		SP:Iteration 40F (32572.230000 sec): 3 clusters
  Score: Raw -447586.271768 + Penalty 2684.239793 = -444902.031975
  nChanged 1
		SP:Iteration 41Q (32572.430000 sec): 3 clusters
  Score: Raw -447586.450130 + Penalty 2684.239793 = -444902.210337
  nChanged 0
		SP:Iteration 42F (32572.610000 sec): 3 clusters
  Score: Raw -447586.450130 + Penalty 2684.239793 = -444902.210337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32572.730000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32572.820000 sec): 3 clusters
  Score: Raw -13696.949538 + Penalty 1563.959915 = -12132.989622
  nChanged 10
		SP:Iteration 1F (32572.990000 sec): 3 clusters
  Score: Raw -13750.722611 + Penalty 1563.959915 = -12186.762696
  nChanged 2
		SP:Iteration 2Q (32573.100000 sec): 3 clusters
  Score: Raw -13764.932680 + Penalty 1563.959915 = -12200.972764
  nChanged 1
		SP:Iteration 3Q (32573.260000 sec): 3 clusters
  Score: Raw -13774.973065 + Penalty 1563.959915 = -12211.013150
  nChanged 1
		SP:Iteration 4Q (32573.430000 sec): 3 clusters
  Score: Raw -13780.935197 + Penalty 1563.959915 = -12216.975282
  nChanged 0
		SP:Iteration 5F (32573.530000 sec): 3 clusters
  Score: Raw -13780.935197 + Penalty 1563.959915 = -12216.975282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32573.600000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32573.780000 sec): 3 clusters
  Score: Raw -59390.380330 + Penalty 2030.613934 = -57359.766396
  nChanged 112
		SP:Iteration 1F (32573.920000 sec): 3 clusters
  Score: Raw -59535.818634 + Penalty 2030.613934 = -57505.204700
  nChanged 31
		SP:Iteration 2F (32574.080000 sec): 3 clusters
  Score: Raw -59590.415033 + Penalty 2030.613934 = -57559.801099
  nChanged 21
		SP:Iteration 3Q (32574.220000 sec): 3 clusters
  Score: Raw -59630.869021 + Penalty 2030.613934 = -57600.255087
  nChanged 8
		SP:Iteration 4Q (32574.400000 sec): 3 clusters
  Score: Raw -59647.660140 + Penalty 2030.613934 = -57617.046206
  nChanged 5
		SP:Iteration 5Q (32574.550000 sec): 3 clusters
  Score: Raw -59655.321792 + Penalty 2030.613934 = -57624.707858
  nChanged 6
		SP:Iteration 6Q (32574.760000 sec): 3 clusters
  Score: Raw -59663.008455 + Penalty 2030.613934 = -57632.394521
  nChanged 1
		SP:Iteration 7Q (32574.900000 sec): 3 clusters
  Score: Raw -59664.686894 + Penalty 2030.613934 = -57634.072960
  nChanged 0
		SP:Iteration 8F (32575.060000 sec): 3 clusters
  Score: Raw -59664.686894 + Penalty 2030.613934 = -57634.072960
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32575.170000 sec): 2 clusters
  Score: Raw -378266.372898 + Penalty 1315.881218 = -376950.491680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32575.340000 sec): 3 clusters
  Score: Raw -376710.939660 + Penalty 2631.762436 = -374079.177224
  nChanged 1263
		SP:Iteration 1F (32575.460000 sec): 3 clusters
  Score: Raw -377522.823034 + Penalty 2631.762436 = -374891.060597
  nChanged 308
		SP:Iteration 2F (32575.640000 sec): 3 clusters
  Score: Raw -377822.315271 + Penalty 2631.762436 = -375190.552834
  nChanged 275
		SP:Iteration 3F (32575.750000 sec): 3 clusters
  Score: Raw -378171.404014 + Penalty 2631.762436 = -375539.641578
  nChanged 286
		SP:Iteration 4F (32575.900000 sec): 3 clusters
  Score: Raw -378600.034680 + Penalty 2631.762436 = -375968.272243
  nChanged 275
		SP:Iteration 5F (32576.060000 sec): 3 clusters
  Score: Raw -378930.283031 + Penalty 2631.762436 = -376298.520595
  nChanged 182
		SP:Iteration 6F (32576.250000 sec): 3 clusters
  Score: Raw -379065.571328 + Penalty 2631.762436 = -376433.808891
  nChanged 103
		SP:Iteration 7Q (32576.430000 sec): 3 clusters
  Score: Raw -379131.770627 + Penalty 2631.762436 = -376500.008190
  nChanged 57
		SP:Iteration 8Q (32576.590000 sec): 3 clusters
  Score: Raw -379168.203791 + Penalty 2631.762436 = -376536.441354
  nChanged 41
		SP:Iteration 9Q (32576.760000 sec): 3 clusters
  Score: Raw -379186.130961 + Penalty 2631.762436 = -376554.368525
  nChanged 19
		SP:Iteration 10Q (32576.940000 sec): 3 clusters
  Score: Raw -379194.992187 + Penalty 2631.762436 = -376563.229751
  nChanged 16
		SP:Iteration 11Q (32577.200000 sec): 3 clusters
  Score: Raw -379201.618128 + Penalty 2631.762436 = -376569.855692
  nChanged 10
		SP:Iteration 12Q (32577.460000 sec): 3 clusters
  Score: Raw -379204.708958 + Penalty 2631.762436 = -376572.946521
  nChanged 5
		SP:Iteration 13Q (32577.630000 sec): 3 clusters
  Score: Raw -379206.081868 + Penalty 2631.762436 = -376574.319431
  nChanged 1
		SP:Iteration 14Q (32577.800000 sec): 3 clusters
  Score: Raw -379206.390060 + Penalty 2631.762436 = -376574.627623
  nChanged 3
		SP:Iteration 15Q (32578.010000 sec): 3 clusters
  Score: Raw -379207.633728 + Penalty 2631.762436 = -376575.871291
  nChanged 2
		SP:Iteration 16Q (32578.270000 sec): 3 clusters
  Score: Raw -379208.274550 + Penalty 2631.762436 = -376576.512114
  nChanged 2
		SP:Iteration 17Q (32578.420000 sec): 3 clusters
  Score: Raw -379208.641527 + Penalty 2631.762436 = -376576.879091
  nChanged 0
		SP:Iteration 18F (32578.610000 sec): 3 clusters
  Score: Raw -379208.641527 + Penalty 2631.762436 = -376576.879091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32578.730000 sec): 2 clusters
  Score: Raw -113237.923956 + Penalty 1135.467165 = -112102.456791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32578.920000 sec): 3 clusters
  Score: Raw -112923.894351 + Penalty 2270.934330 = -110652.960021
  nChanged 327
		SP:Iteration 1F (32579.060000 sec): 3 clusters
  Score: Raw -113267.684912 + Penalty 2270.934330 = -110996.750581
  nChanged 85
		SP:Iteration 2F (32579.250000 sec): 3 clusters
  Score: Raw -113356.806367 + Penalty 2270.934330 = -111085.872037
  nChanged 43
		SP:Iteration 3Q (32579.430000 sec): 3 clusters
  Score: Raw -113427.306589 + Penalty 2270.934330 = -111156.372259
  nChanged 42
		SP:Iteration 4Q (32579.620000 sec): 3 clusters
  Score: Raw -113484.428598 + Penalty 2270.934330 = -111213.494268
  nChanged 38
		SP:Iteration 5Q (32579.840000 sec): 3 clusters
  Score: Raw -113532.824061 + Penalty 2270.934330 = -111261.889731
  nChanged 38
		SP:Iteration 6Q (32579.990000 sec): 3 clusters
  Score: Raw -113598.803977 + Penalty 2270.934330 = -111327.869647
  nChanged 31
		SP:Iteration 7Q (32580.210000 sec): 3 clusters
  Score: Raw -113659.300463 + Penalty 2270.934330 = -111388.366133
  nChanged 29
		SP:Iteration 8Q (32580.370000 sec): 3 clusters
  Score: Raw -113711.422462 + Penalty 2270.934330 = -111440.488132
  nChanged 25
		SP:Iteration 9Q (32580.520000 sec): 3 clusters
  Score: Raw -113756.280625 + Penalty 2270.934330 = -111485.346294
  nChanged 34
		SP:Iteration 10Q (32580.760000 sec): 3 clusters
  Score: Raw -113821.765980 + Penalty 2270.934330 = -111550.831650
  nChanged 22
		SP:Iteration 11Q (32580.940000 sec): 3 clusters
  Score: Raw -113854.039240 + Penalty 2270.934330 = -111583.104910
  nChanged 19
		SP:Iteration 12Q (32581.110000 sec): 3 clusters
  Score: Raw -113886.715292 + Penalty 2270.934330 = -111615.780962
  nChanged 14
		SP:Iteration 13Q (32581.250000 sec): 3 clusters
  Score: Raw -113917.571645 + Penalty 2270.934330 = -111646.637315
  nChanged 16
		SP:Iteration 14Q (32581.390000 sec): 3 clusters
  Score: Raw -113966.497497 + Penalty 2270.934330 = -111695.563167
  nChanged 23
		SP:Iteration 15Q (32581.570000 sec): 3 clusters
  Score: Raw -114042.311143 + Penalty 2270.934330 = -111771.376813
  nChanged 23
		SP:Iteration 16Q (32581.660000 sec): 3 clusters
  Score: Raw -114080.994390 + Penalty 2270.934330 = -111810.060060
  nChanged 17
		SP:Iteration 17Q (32581.790000 sec): 3 clusters
  Score: Raw -114109.520547 + Penalty 2270.934330 = -111838.586217
  nChanged 9
		SP:Iteration 18Q (32581.990000 sec): 3 clusters
  Score: Raw -114127.609093 + Penalty 2270.934330 = -111856.674762
  nChanged 10
		SP:Iteration 19Q (32582.120000 sec): 3 clusters
  Score: Raw -114144.793233 + Penalty 2270.934330 = -111873.858902
  nChanged 8
		SP:Iteration 20F (32582.290000 sec): 3 clusters
  Score: Raw -114156.946769 + Penalty 2270.934330 = -111886.012439
  nChanged 7
		SP:Iteration 21Q (32582.420000 sec): 3 clusters
  Score: Raw -114166.297351 + Penalty 2270.934330 = -111895.363021
  nChanged 6
		SP:Iteration 22Q (32582.590000 sec): 3 clusters
  Score: Raw -114175.382389 + Penalty 2270.934330 = -111904.448059
  nChanged 1
		SP:Iteration 23Q (32582.720000 sec): 3 clusters
  Score: Raw -114175.963730 + Penalty 2270.934330 = -111905.029400
  nChanged 1
		SP:Iteration 24Q (32582.910000 sec): 3 clusters
  Score: Raw -114176.358787 + Penalty 2270.934330 = -111905.424457
  nChanged 0
		SP:Iteration 25F (32583.050000 sec): 3 clusters
  Score: Raw -114176.358787 + Penalty 2270.934330 = -111905.424457
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32583.170000 sec): 2 clusters
  Score: Raw -261582.339334 + Penalty 1250.338830 = -260332.000503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32583.320000 sec): 3 clusters
  Score: Raw -260622.753635 + Penalty 2500.677661 = -258122.075975
  nChanged 803
		SP:Iteration 1F (32583.540000 sec): 3 clusters
  Score: Raw -261137.965462 + Penalty 2500.677661 = -258637.287801
  nChanged 189
		SP:Iteration 2F (32583.730000 sec): 3 clusters
  Score: Raw -261291.313807 + Penalty 2500.677661 = -258790.636146
  nChanged 133
		SP:Iteration 3F (32583.950000 sec): 3 clusters
  Score: Raw -261396.303577 + Penalty 2500.677661 = -258895.625917
  nChanged 88
		SP:Iteration 4Q (32584.100000 sec): 3 clusters
  Score: Raw -261461.167596 + Penalty 2500.677661 = -258960.489935
  nChanged 67
		SP:Iteration 5Q (32584.250000 sec): 3 clusters
  Score: Raw -261508.058800 + Penalty 2500.677661 = -259007.381139
  nChanged 57
		SP:Iteration 6Q (32584.420000 sec): 3 clusters
  Score: Raw -261545.470737 + Penalty 2500.677661 = -259044.793076
  nChanged 43
		SP:Iteration 7Q (32584.610000 sec): 3 clusters
  Score: Raw -261575.255377 + Penalty 2500.677661 = -259074.577716
  nChanged 50
		SP:Iteration 8Q (32584.760000 sec): 3 clusters
  Score: Raw -261610.973048 + Penalty 2500.677661 = -259110.295387
  nChanged 49
		SP:Iteration 9Q (32584.970000 sec): 3 clusters
  Score: Raw -261644.912492 + Penalty 2500.677661 = -259144.234832
  nChanged 37
		SP:Iteration 10Q (32585.170000 sec): 3 clusters
  Score: Raw -261668.430943 + Penalty 2500.677661 = -259167.753282
  nChanged 31
		SP:Iteration 11Q (32585.340000 sec): 3 clusters
  Score: Raw -261684.151123 + Penalty 2500.677661 = -259183.473462
  nChanged 23
		SP:Iteration 12Q (32585.470000 sec): 3 clusters
  Score: Raw -261697.359879 + Penalty 2500.677661 = -259196.682218
  nChanged 22
		SP:Iteration 13Q (32585.650000 sec): 3 clusters
  Score: Raw -261707.309444 + Penalty 2500.677661 = -259206.631783
  nChanged 27
		SP:Iteration 14Q (32585.830000 sec): 3 clusters
  Score: Raw -261723.922861 + Penalty 2500.677661 = -259223.245200
  nChanged 18
		SP:Iteration 15Q (32586.000000 sec): 3 clusters
  Score: Raw -261735.373002 + Penalty 2500.677661 = -259234.695341
  nChanged 19
		SP:Iteration 16Q (32586.140000 sec): 3 clusters
  Score: Raw -261744.705170 + Penalty 2500.677661 = -259244.027509
  nChanged 13
		SP:Iteration 17Q (32586.320000 sec): 3 clusters
  Score: Raw -261751.619912 + Penalty 2500.677661 = -259250.942251
  nChanged 13
		SP:Iteration 18Q (32586.470000 sec): 3 clusters
  Score: Raw -261758.012830 + Penalty 2500.677661 = -259257.335170
  nChanged 11
		SP:Iteration 19Q (32586.670000 sec): 3 clusters
  Score: Raw -261764.825961 + Penalty 2500.677661 = -259264.148300
  nChanged 11
		SP:Iteration 20F (32586.840000 sec): 3 clusters
  Score: Raw -261769.517429 + Penalty 2500.677661 = -259268.839768
  nChanged 9
		SP:Iteration 21Q (32587.000000 sec): 3 clusters
  Score: Raw -261776.139031 + Penalty 2500.677661 = -259275.461371
  nChanged 5
		SP:Iteration 22Q (32587.170000 sec): 3 clusters
  Score: Raw -261778.927011 + Penalty 2500.677661 = -259278.249350
  nChanged 8
		SP:Iteration 23Q (32587.330000 sec): 3 clusters
  Score: Raw -261783.507528 + Penalty 2500.677661 = -259282.829868
  nChanged 8
		SP:Iteration 24Q (32587.530000 sec): 3 clusters
  Score: Raw -261787.857658 + Penalty 2500.677661 = -259287.179997
  nChanged 6
		SP:Iteration 25Q (32587.670000 sec): 3 clusters
  Score: Raw -261790.924980 + Penalty 2500.677661 = -259290.247320
  nChanged 3
		SP:Iteration 26Q (32587.840000 sec): 3 clusters
  Score: Raw -261793.468788 + Penalty 2500.677661 = -259292.791128
  nChanged 8
		SP:Iteration 27Q (32587.980000 sec): 3 clusters
  Score: Raw -261797.016989 + Penalty 2500.677661 = -259296.339329
  nChanged 7
		SP:Iteration 28Q (32588.150000 sec): 3 clusters
  Score: Raw -261799.538541 + Penalty 2500.677661 = -259298.860880
  nChanged 3
		SP:Iteration 29Q (32588.280000 sec): 3 clusters
  Score: Raw -261800.535031 + Penalty 2500.677661 = -259299.857370
  nChanged 1
		SP:Iteration 30Q (32588.470000 sec): 3 clusters
  Score: Raw -261801.025902 + Penalty 2500.677661 = -259300.348242
  nChanged 2
		SP:Iteration 31Q (32588.620000 sec): 3 clusters
  Score: Raw -261801.592512 + Penalty 2500.677661 = -259300.914851
  nChanged 1
		SP:Iteration 32Q (32588.800000 sec): 3 clusters
  Score: Raw -261801.757253 + Penalty 2500.677661 = -259301.079592
  nChanged 2
		SP:Iteration 33Q (32588.930000 sec): 3 clusters
  Score: Raw -261802.636950 + Penalty 2500.677661 = -259301.959289
  nChanged 4
		SP:Iteration 34Q (32589.150000 sec): 3 clusters
  Score: Raw -261804.056093 + Penalty 2500.677661 = -259303.378433
  nChanged 6
		SP:Iteration 35Q (32589.290000 sec): 3 clusters
  Score: Raw -261806.451647 + Penalty 2500.677661 = -259305.773986
  nChanged 3
		SP:Iteration 36Q (32589.440000 sec): 3 clusters
  Score: Raw -261807.433251 + Penalty 2500.677661 = -259306.755590
  nChanged 0
		SP:Iteration 37F (32589.640000 sec): 3 clusters
  Score: Raw -261807.433251 + Penalty 2500.677661 = -259306.755590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32589.710000 sec): 2 clusters
  Score: Raw -310881.934735 + Penalty 1283.310677 = -309598.624058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32589.890000 sec): 3 clusters
  Score: Raw -309627.920537 + Penalty 2566.621354 = -307061.299183
  nChanged 988
		SP:Iteration 1F (32590.090000 sec): 3 clusters
  Score: Raw -310213.847887 + Penalty 2566.621354 = -307647.226533
  nChanged 207
		SP:Iteration 2F (32590.250000 sec): 3 clusters
  Score: Raw -310347.517939 + Penalty 2566.621354 = -307780.896585
  nChanged 142
		SP:Iteration 3F (32590.480000 sec): 3 clusters
  Score: Raw -310426.487586 + Penalty 2566.621354 = -307859.866232
  nChanged 103
		SP:Iteration 4Q (32590.650000 sec): 3 clusters
  Score: Raw -310488.297469 + Penalty 2566.621354 = -307921.676116
  nChanged 82
		SP:Iteration 5Q (32590.830000 sec): 3 clusters
  Score: Raw -310535.012108 + Penalty 2566.621354 = -307968.390754
  nChanged 76
		SP:Iteration 6Q (32591.050000 sec): 3 clusters
  Score: Raw -310583.476138 + Penalty 2566.621354 = -308016.854784
  nChanged 71
		SP:Iteration 7Q (32591.220000 sec): 3 clusters
  Score: Raw -310629.669012 + Penalty 2566.621354 = -308063.047659
  nChanged 80
		SP:Iteration 8Q (32591.380000 sec): 3 clusters
  Score: Raw -310685.592150 + Penalty 2566.621354 = -308118.970796
  nChanged 85
		SP:Iteration 9Q (32591.550000 sec): 3 clusters
  Score: Raw -310744.235662 + Penalty 2566.621354 = -308177.614308
  nChanged 90
		SP:Iteration 10Q (32591.730000 sec): 3 clusters
  Score: Raw -310819.118507 + Penalty 2566.621354 = -308252.497153
  nChanged 88
		SP:Iteration 11Q (32591.860000 sec): 3 clusters
  Score: Raw -310904.106522 + Penalty 2566.621354 = -308337.485168
  nChanged 84
		SP:Iteration 12Q (32592.060000 sec): 3 clusters
  Score: Raw -311007.698554 + Penalty 2566.621354 = -308441.077200
  nChanged 96
		SP:Iteration 13Q (32592.240000 sec): 3 clusters
  Score: Raw -311111.223537 + Penalty 2566.621354 = -308544.602183
  nChanged 81
		SP:Iteration 14Q (32592.400000 sec): 3 clusters
  Score: Raw -311177.641890 + Penalty 2566.621354 = -308611.020536
  nChanged 54
		SP:Iteration 15Q (32592.600000 sec): 3 clusters
  Score: Raw -311218.193912 + Penalty 2566.621354 = -308651.572558
  nChanged 43
		SP:Iteration 16Q (32592.790000 sec): 3 clusters
  Score: Raw -311241.686167 + Penalty 2566.621354 = -308675.064813
  nChanged 21
		SP:Iteration 17Q (32592.940000 sec): 3 clusters
  Score: Raw -311250.819274 + Penalty 2566.621354 = -308684.197921
  nChanged 10
		SP:Iteration 18Q (32593.160000 sec): 3 clusters
  Score: Raw -311255.977309 + Penalty 2566.621354 = -308689.355955
  nChanged 7
		SP:Iteration 19Q (32593.310000 sec): 3 clusters
  Score: Raw -311258.869981 + Penalty 2566.621354 = -308692.248628
  nChanged 6
		SP:Iteration 20F (32593.490000 sec): 3 clusters
  Score: Raw -311261.084693 + Penalty 2566.621354 = -308694.463340
  nChanged 3
		SP:Iteration 21Q (32593.690000 sec): 3 clusters
  Score: Raw -311261.801879 + Penalty 2566.621354 = -308695.180526
  nChanged 1
		SP:Iteration 22Q (32593.860000 sec): 3 clusters
  Score: Raw -311261.942959 + Penalty 2566.621354 = -308695.321605
  nChanged 0
		SP:Iteration 23F (32593.990000 sec): 3 clusters
  Score: Raw -311261.942959 + Penalty 2566.621354 = -308695.321605
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32594.100000 sec): 2 clusters
  Score: Raw -589240.560619 + Penalty 1382.476357 = -587858.084262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32594.340000 sec): 3 clusters
  Score: Raw -586728.717535 + Penalty 2764.952715 = -583963.764820
  nChanged 1916
		SP:Iteration 1F (32594.540000 sec): 3 clusters
  Score: Raw -587787.500922 + Penalty 2764.952715 = -585022.548207
  nChanged 369
		SP:Iteration 2F (32594.730000 sec): 3 clusters
  Score: Raw -587975.169241 + Penalty 2764.952715 = -585210.216527
  nChanged 240
		SP:Iteration 3Q (32594.940000 sec): 3 clusters
  Score: Raw -588105.671422 + Penalty 2764.952715 = -585340.718707
  nChanged 194
		SP:Iteration 4Q (32595.140000 sec): 3 clusters
  Score: Raw -588251.800058 + Penalty 2764.952715 = -585486.847343
  nChanged 212
		SP:Iteration 5Q (32595.340000 sec): 3 clusters
  Score: Raw -588371.205721 + Penalty 2764.952715 = -585606.253006
  nChanged 169
		SP:Iteration 6Q (32595.500000 sec): 3 clusters
  Score: Raw -588451.976791 + Penalty 2764.952715 = -585687.024076
  nChanged 155
		SP:Iteration 7Q (32595.680000 sec): 3 clusters
  Score: Raw -588531.362192 + Penalty 2764.952715 = -585766.409477
  nChanged 137
		SP:Iteration 8Q (32595.870000 sec): 3 clusters
  Score: Raw -588590.989115 + Penalty 2764.952715 = -585826.036400
  nChanged 115
		SP:Iteration 9Q (32596.080000 sec): 3 clusters
  Score: Raw -588641.084226 + Penalty 2764.952715 = -585876.131512
  nChanged 99
		SP:Iteration 10Q (32596.300000 sec): 3 clusters
  Score: Raw -588675.447624 + Penalty 2764.952715 = -585910.494910
  nChanged 84
		SP:Iteration 11Q (32596.510000 sec): 3 clusters
  Score: Raw -588703.374562 + Penalty 2764.952715 = -585938.421847
  nChanged 76
		SP:Iteration 12Q (32596.710000 sec): 3 clusters
  Score: Raw -588735.431848 + Penalty 2764.952715 = -585970.479134
  nChanged 89
		SP:Iteration 13Q (32596.880000 sec): 3 clusters
  Score: Raw -588773.694435 + Penalty 2764.952715 = -586008.741720
  nChanged 105
		SP:Iteration 14Q (32597.080000 sec): 3 clusters
  Score: Raw -588814.743304 + Penalty 2764.952715 = -586049.790589
  nChanged 97
		SP:Iteration 15Q (32597.230000 sec): 3 clusters
  Score: Raw -588851.748214 + Penalty 2764.952715 = -586086.795499
  nChanged 73
		SP:Iteration 16Q (32597.390000 sec): 3 clusters
  Score: Raw -588886.442619 + Penalty 2764.952715 = -586121.489904
  nChanged 81
		SP:Iteration 17Q (32597.580000 sec): 3 clusters
  Score: Raw -588920.563132 + Penalty 2764.952715 = -586155.610418
  nChanged 91
		SP:Iteration 18Q (32597.740000 sec): 3 clusters
  Score: Raw -588962.654329 + Penalty 2764.952715 = -586197.701614
  nChanged 83
		SP:Iteration 19Q (32597.940000 sec): 3 clusters
  Score: Raw -589000.045304 + Penalty 2764.952715 = -586235.092589
  nChanged 71
		SP:Iteration 20F (32598.130000 sec): 3 clusters
  Score: Raw -589030.538552 + Penalty 2764.952715 = -586265.585837
  nChanged 73
		SP:Iteration 21Q (32598.300000 sec): 3 clusters
  Score: Raw -589063.630341 + Penalty 2764.952715 = -586298.677626
  nChanged 67
		SP:Iteration 22Q (32598.420000 sec): 3 clusters
  Score: Raw -589097.915893 + Penalty 2764.952715 = -586332.963179
  nChanged 79
		SP:Iteration 23Q (32598.610000 sec): 3 clusters
  Score: Raw -589134.602831 + Penalty 2764.952715 = -586369.650117
  nChanged 74
		SP:Iteration 24Q (32598.800000 sec): 3 clusters
  Score: Raw -589168.334884 + Penalty 2764.952715 = -586403.382170
  nChanged 69
		SP:Iteration 25Q (32598.940000 sec): 3 clusters
  Score: Raw -589192.944266 + Penalty 2764.952715 = -586427.991552
  nChanged 43
		SP:Iteration 26Q (32599.130000 sec): 3 clusters
  Score: Raw -589206.788346 + Penalty 2764.952715 = -586441.835631
  nChanged 40
		SP:Iteration 27Q (32599.340000 sec): 3 clusters
  Score: Raw -589219.857459 + Penalty 2764.952715 = -586454.904745
  nChanged 33
		SP:Iteration 28Q (32599.550000 sec): 3 clusters
  Score: Raw -589230.818218 + Penalty 2764.952715 = -586465.865504
  nChanged 29
		SP:Iteration 29Q (32599.810000 sec): 3 clusters
  Score: Raw -589239.072675 + Penalty 2764.952715 = -586474.119961
  nChanged 25
		SP:Iteration 30Q (32599.970000 sec): 3 clusters
  Score: Raw -589246.177980 + Penalty 2764.952715 = -586481.225265
  nChanged 26
		SP:Iteration 31Q (32600.180000 sec): 3 clusters
  Score: Raw -589253.520365 + Penalty 2764.952715 = -586488.567650
  nChanged 32
		SP:Iteration 32Q (32600.390000 sec): 3 clusters
  Score: Raw -589266.877388 + Penalty 2764.952715 = -586501.924674
  nChanged 40
		SP:Iteration 33Q (32600.550000 sec): 3 clusters
  Score: Raw -589281.593390 + Penalty 2764.952715 = -586516.640676
  nChanged 37
		SP:Iteration 34Q (32600.780000 sec): 3 clusters
  Score: Raw -589295.189929 + Penalty 2764.952715 = -586530.237214
  nChanged 41
		SP:Iteration 35Q (32600.990000 sec): 3 clusters
  Score: Raw -589311.650791 + Penalty 2764.952715 = -586546.698076
  nChanged 42
		SP:Iteration 36Q (32601.140000 sec): 3 clusters
  Score: Raw -589328.084694 + Penalty 2764.952715 = -586563.131979
  nChanged 43
		SP:Iteration 37Q (32601.330000 sec): 3 clusters
  Score: Raw -589345.343529 + Penalty 2764.952715 = -586580.390815
  nChanged 39
		SP:Iteration 38Q (32601.540000 sec): 3 clusters
  Score: Raw -589359.101567 + Penalty 2764.952715 = -586594.148853
  nChanged 41
		SP:Iteration 39Q (32601.730000 sec): 3 clusters
  Score: Raw -589375.781911 + Penalty 2764.952715 = -586610.829196
  nChanged 48
		SP:Iteration 40F (32601.920000 sec): 3 clusters
  Score: Raw -589393.030150 + Penalty 2764.952715 = -586628.077435
  nChanged 39
		SP:Iteration 41Q (32602.120000 sec): 3 clusters
  Score: Raw -589408.754738 + Penalty 2764.952715 = -586643.802023
  nChanged 48
		SP:Iteration 42Q (32602.320000 sec): 3 clusters
  Score: Raw -589431.138947 + Penalty 2764.952715 = -586666.186232
  nChanged 46
		SP:Iteration 43Q (32602.520000 sec): 3 clusters
  Score: Raw -589455.332775 + Penalty 2764.952715 = -586690.380060
  nChanged 58
		SP:Iteration 44Q (32602.720000 sec): 3 clusters
  Score: Raw -589485.553247 + Penalty 2764.952715 = -586720.600533
  nChanged 65
		SP:Iteration 45Q (32602.960000 sec): 3 clusters
  Score: Raw -589518.514434 + Penalty 2764.952715 = -586753.561719
  nChanged 57
		SP:Iteration 46Q (32603.150000 sec): 3 clusters
  Score: Raw -589544.568558 + Penalty 2764.952715 = -586779.615844
  nChanged 51
		SP:Iteration 47Q (32603.350000 sec): 3 clusters
  Score: Raw -589563.436255 + Penalty 2764.952715 = -586798.483540
  nChanged 42
		SP:Iteration 48Q (32603.540000 sec): 3 clusters
  Score: Raw -589578.364864 + Penalty 2764.952715 = -586813.412149
  nChanged 35
		SP:Iteration 49Q (32603.730000 sec): 3 clusters
  Score: Raw -589592.933634 + Penalty 2764.952715 = -586827.980920
  nChanged 38
		SP:Iteration 50Q (32603.960000 sec): 3 clusters
  Score: Raw -589610.440160 + Penalty 2764.952715 = -586845.487446
  nChanged 42
		SP:Iteration 51Q (32604.140000 sec): 3 clusters
  Score: Raw -589630.702285 + Penalty 2764.952715 = -586865.749571
  nChanged 37
		SP:Iteration 52Q (32604.310000 sec): 3 clusters
  Score: Raw -589647.151825 + Penalty 2764.952715 = -586882.199110
  nChanged 44
		SP:Iteration 53Q (32604.480000 sec): 3 clusters
  Score: Raw -589664.903397 + Penalty 2764.952715 = -586899.950682
  nChanged 39
		SP:Iteration 54Q (32604.700000 sec): 3 clusters
  Score: Raw -589679.420113 + Penalty 2764.952715 = -586914.467399
  nChanged 32
		SP:Iteration 55Q (32604.850000 sec): 3 clusters
  Score: Raw -589694.777512 + Penalty 2764.952715 = -586929.824797
  nChanged 38
		SP:Iteration 56Q (32605.060000 sec): 3 clusters
  Score: Raw -589709.973229 + Penalty 2764.952715 = -586945.020514
  nChanged 31
		SP:Iteration 57Q (32605.250000 sec): 3 clusters
  Score: Raw -589721.821761 + Penalty 2764.952715 = -586956.869046
  nChanged 31
		SP:Iteration 58Q (32605.420000 sec): 3 clusters
  Score: Raw -589733.820146 + Penalty 2764.952715 = -586968.867432
  nChanged 32
		SP:Iteration 59Q (32605.620000 sec): 3 clusters
  Score: Raw -589745.950983 + Penalty 2764.952715 = -586980.998268
  nChanged 28
		SP:Iteration 60F (32605.820000 sec): 3 clusters
  Score: Raw -589760.009938 + Penalty 2764.952715 = -586995.057223
  nChanged 21
		SP:Iteration 61Q (32606.030000 sec): 3 clusters
  Score: Raw -589766.729961 + Penalty 2764.952715 = -587001.777247
  nChanged 12
		SP:Iteration 62Q (32606.200000 sec): 3 clusters
  Score: Raw -589769.229299 + Penalty 2764.952715 = -587004.276585
  nChanged 5
		SP:Iteration 63Q (32606.420000 sec): 3 clusters
  Score: Raw -589770.169958 + Penalty 2764.952715 = -587005.217243
  nChanged 7
		SP:Iteration 64Q (32606.610000 sec): 3 clusters
  Score: Raw -589771.872418 + Penalty 2764.952715 = -587006.919703
  nChanged 8
		SP:Iteration 65Q (32606.810000 sec): 3 clusters
  Score: Raw -589774.948552 + Penalty 2764.952715 = -587009.995837
  nChanged 12
		SP:Iteration 66Q (32607.020000 sec): 3 clusters
  Score: Raw -589779.754703 + Penalty 2764.952715 = -587014.801989
  nChanged 11
		SP:Iteration 67Q (32607.230000 sec): 3 clusters
  Score: Raw -589783.463738 + Penalty 2764.952715 = -587018.511023
  nChanged 18
		SP:Iteration 68Q (32607.440000 sec): 3 clusters
  Score: Raw -589789.669645 + Penalty 2764.952715 = -587024.716930
  nChanged 24
		SP:Iteration 69Q (32607.610000 sec): 3 clusters
  Score: Raw -589802.609930 + Penalty 2764.952715 = -587037.657215
  nChanged 27
		SP:Iteration 70Q (32607.830000 sec): 3 clusters
  Score: Raw -589812.561734 + Penalty 2764.952715 = -587047.609020
  nChanged 20
		SP:Iteration 71Q (32608.030000 sec): 3 clusters
  Score: Raw -589819.465217 + Penalty 2764.952715 = -587054.512503
  nChanged 11
		SP:Iteration 72Q (32608.200000 sec): 3 clusters
  Score: Raw -589821.796849 + Penalty 2764.952715 = -587056.844135
  nChanged 5
		SP:Iteration 73Q (32608.370000 sec): 3 clusters
  Score: Raw -589823.690319 + Penalty 2764.952715 = -587058.737604
  nChanged 9
		SP:Iteration 74Q (32608.560000 sec): 3 clusters
  Score: Raw -589826.261871 + Penalty 2764.952715 = -587061.309157
  nChanged 5
		SP:Iteration 75Q (32608.810000 sec): 3 clusters
  Score: Raw -589827.490340 + Penalty 2764.952715 = -587062.537625
  nChanged 5
		SP:Iteration 76Q (32608.950000 sec): 3 clusters
  Score: Raw -589829.130909 + Penalty 2764.952715 = -587064.178194
  nChanged 3
		SP:Iteration 77Q (32609.120000 sec): 3 clusters
  Score: Raw -589830.119426 + Penalty 2764.952715 = -587065.166711
  nChanged 4
		SP:Iteration 78Q (32609.300000 sec): 3 clusters
  Score: Raw -589831.973795 + Penalty 2764.952715 = -587067.021080
  nChanged 5
		SP:Iteration 79Q (32609.490000 sec): 3 clusters
  Score: Raw -589834.126282 + Penalty 2764.952715 = -587069.173567
  nChanged 6
		SP:Iteration 80F (32609.630000 sec): 3 clusters
  Score: Raw -589836.336166 + Penalty 2764.952715 = -587071.383452
  nChanged 4
		SP:Iteration 81Q (32609.830000 sec): 3 clusters
  Score: Raw -589837.779514 + Penalty 2764.952715 = -587072.826799
  nChanged 9
		SP:Iteration 82Q (32610.010000 sec): 3 clusters
  Score: Raw -589840.975086 + Penalty 2764.952715 = -587076.022371
  nChanged 11
		SP:Iteration 83Q (32610.220000 sec): 3 clusters
  Score: Raw -589844.767112 + Penalty 2764.952715 = -587079.814398
  nChanged 10
		SP:Iteration 84Q (32610.390000 sec): 3 clusters
  Score: Raw -589847.775779 + Penalty 2764.952715 = -587082.823064
  nChanged 6
		SP:Iteration 85Q (32610.600000 sec): 3 clusters
  Score: Raw -589849.689023 + Penalty 2764.952715 = -587084.736308
  nChanged 7
		SP:Iteration 86Q (32610.840000 sec): 3 clusters
  Score: Raw -589852.653876 + Penalty 2764.952715 = -587087.701161
  nChanged 11
		SP:Iteration 87Q (32611.010000 sec): 3 clusters
  Score: Raw -589857.382220 + Penalty 2764.952715 = -587092.429506
  nChanged 11
		SP:Iteration 88Q (32611.210000 sec): 3 clusters
  Score: Raw -589860.577404 + Penalty 2764.952715 = -587095.624689
  nChanged 7
		SP:Iteration 89Q (32611.350000 sec): 3 clusters
  Score: Raw -589862.864530 + Penalty 2764.952715 = -587097.911816
  nChanged 6
		SP:Iteration 90Q (32611.530000 sec): 3 clusters
  Score: Raw -589864.523037 + Penalty 2764.952715 = -587099.570322
  nChanged 4
		SP:Iteration 91Q (32611.750000 sec): 3 clusters
  Score: Raw -589865.849715 + Penalty 2764.952715 = -587100.897000
  nChanged 7
		SP:Iteration 92Q (32611.920000 sec): 3 clusters
  Score: Raw -589867.583058 + Penalty 2764.952715 = -587102.630343
  nChanged 5
		SP:Iteration 93Q (32612.090000 sec): 3 clusters
  Score: Raw -589869.728446 + Penalty 2764.952715 = -587104.775732
  nChanged 7
		SP:Iteration 94Q (32612.270000 sec): 3 clusters
  Score: Raw -589872.239126 + Penalty 2764.952715 = -587107.286412
  nChanged 5
		SP:Iteration 95Q (32612.490000 sec): 3 clusters
  Score: Raw -589873.533795 + Penalty 2764.952715 = -587108.581080
  nChanged 4
		SP:Iteration 96Q (32612.710000 sec): 3 clusters
  Score: Raw -589874.944795 + Penalty 2764.952715 = -587109.992081
  nChanged 2
		SP:Iteration 97Q (32612.890000 sec): 3 clusters
  Score: Raw -589875.958030 + Penalty 2764.952715 = -587111.005315
  nChanged 5
		SP:Iteration 98Q (32613.090000 sec): 3 clusters
  Score: Raw -589877.608987 + Penalty 2764.952715 = -587112.656272
  nChanged 4
		SP:Iteration 99Q (32613.280000 sec): 3 clusters
  Score: Raw -589879.060149 + Penalty 2764.952715 = -587114.107434
  nChanged 3
		SP:Iteration 100F (32613.470000 sec): 3 clusters
  Score: Raw -589879.806964 + Penalty 2764.952715 = -587114.854250
  nChanged 2
		SP:Iteration 101Q (32613.660000 sec): 3 clusters
  Score: Raw -589880.457146 + Penalty 2764.952715 = -587115.504431
  nChanged 1
		SP:Iteration 102Q (32613.870000 sec): 3 clusters
  Score: Raw -589881.158648 + Penalty 2764.952715 = -587116.205934
  nChanged 2
		SP:Iteration 103Q (32614.070000 sec): 3 clusters
  Score: Raw -589881.729519 + Penalty 2764.952715 = -587116.776804
  nChanged 3
		SP:Iteration 104Q (32614.240000 sec): 3 clusters
  Score: Raw -589882.487689 + Penalty 2764.952715 = -587117.534975
  nChanged 1
		SP:Iteration 105Q (32614.430000 sec): 3 clusters
  Score: Raw -589882.769592 + Penalty 2764.952715 = -587117.816877
  nChanged 2
		SP:Iteration 106Q (32614.630000 sec): 3 clusters
  Score: Raw -589883.160515 + Penalty 2764.952715 = -587118.207801
  nChanged 2
		SP:Iteration 107Q (32614.860000 sec): 3 clusters
  Score: Raw -589883.637639 + Penalty 2764.952715 = -587118.684924
  nChanged 0
		SP:Iteration 108F (32615.040000 sec): 3 clusters
  Score: Raw -589883.637639 + Penalty 2764.952715 = -587118.684924
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32615.160000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32615.340000 sec): 3 clusters
  Score: Raw -45392.660882 + Penalty 1952.864285 = -43439.796597
  nChanged 85
		SP:Iteration 1F (32615.530000 sec): 3 clusters
  Score: Raw -45544.703410 + Penalty 1952.864285 = -43591.839125
  nChanged 28
		SP:Iteration 2F (32615.670000 sec): 3 clusters
  Score: Raw -45595.664988 + Penalty 1952.864285 = -43642.800703
  nChanged 8
		SP:Iteration 3Q (32615.860000 sec): 3 clusters
  Score: Raw -45610.326284 + Penalty 1952.864285 = -43657.461998
  nChanged 6
		SP:Iteration 4Q (32616.020000 sec): 3 clusters
  Score: Raw -45622.732638 + Penalty 1952.864285 = -43669.868353
  nChanged 4
		SP:Iteration 5Q (32616.190000 sec): 3 clusters
  Score: Raw -45628.079423 + Penalty 1952.864285 = -43675.215138
  nChanged 3
		SP:Iteration 6Q (32616.330000 sec): 3 clusters
  Score: Raw -45633.544958 + Penalty 1952.864285 = -43680.680673
  nChanged 5
		SP:Iteration 7Q (32616.540000 sec): 3 clusters
  Score: Raw -45643.974869 + Penalty 1952.864285 = -43691.110584
  nChanged 8
		SP:Iteration 8Q (32616.720000 sec): 3 clusters
  Score: Raw -45662.679420 + Penalty 1952.864285 = -43709.815135
  nChanged 7
		SP:Iteration 9Q (32616.930000 sec): 3 clusters
  Score: Raw -45676.630560 + Penalty 1952.864285 = -43723.766275
  nChanged 6
		SP:Iteration 10Q (32617.140000 sec): 3 clusters
  Score: Raw -45692.111793 + Penalty 1952.864285 = -43739.247508
  nChanged 8
		SP:Iteration 11Q (32617.290000 sec): 3 clusters
  Score: Raw -45710.901551 + Penalty 1952.864285 = -43758.037265
  nChanged 9
		SP:Iteration 12Q (32617.500000 sec): 3 clusters
  Score: Raw -45732.256128 + Penalty 1952.864285 = -43779.391842
  nChanged 7
		SP:Iteration 13Q (32617.660000 sec): 3 clusters
  Score: Raw -45770.951683 + Penalty 1952.864285 = -43818.087398
  nChanged 7
		SP:Iteration 14Q (32617.880000 sec): 3 clusters
  Score: Raw -45783.580811 + Penalty 1952.864285 = -43830.716526
  nChanged 7
		SP:Iteration 15Q (32618.030000 sec): 3 clusters
  Score: Raw -45818.345549 + Penalty 1952.864285 = -43865.481264
  nChanged 8
		SP:Iteration 16Q (32618.220000 sec): 3 clusters
  Score: Raw -45850.889097 + Penalty 1952.864285 = -43898.024812
  nChanged 11
		SP:Iteration 17Q (32618.380000 sec): 3 clusters
  Score: Raw -45879.796336 + Penalty 1952.864285 = -43926.932051
  nChanged 11
		SP:Iteration 18Q (32618.570000 sec): 3 clusters
  Score: Raw -45909.918265 + Penalty 1952.864285 = -43957.053980
  nChanged 6
		SP:Iteration 19Q (32618.770000 sec): 3 clusters
  Score: Raw -45923.968153 + Penalty 1952.864285 = -43971.103868
  nChanged 1
		SP:Iteration 20F (32618.980000 sec): 3 clusters
  Score: Raw -45925.338760 + Penalty 1952.864285 = -43972.474475
  nChanged 2
		SP:Iteration 21Q (32619.190000 sec): 3 clusters
  Score: Raw -45927.961912 + Penalty 1952.864285 = -43975.097627
  nChanged 3
		SP:Iteration 22Q (32619.340000 sec): 3 clusters
  Score: Raw -45932.257069 + Penalty 1952.864285 = -43979.392784
  nChanged 1
		SP:Iteration 23Q (32619.500000 sec): 3 clusters
  Score: Raw -45934.402876 + Penalty 1952.864285 = -43981.538590
  nChanged 1
		SP:Iteration 24Q (32619.700000 sec): 3 clusters
  Score: Raw -45936.516433 + Penalty 1952.864285 = -43983.652148
  nChanged 2
		SP:Iteration 25Q (32619.910000 sec): 3 clusters
  Score: Raw -45943.782326 + Penalty 1952.864285 = -43990.918041
  nChanged 4
		SP:Iteration 26Q (32620.050000 sec): 3 clusters
  Score: Raw -45953.599348 + Penalty 1952.864285 = -44000.735063
  nChanged 2
		SP:Iteration 27Q (32620.290000 sec): 3 clusters
  Score: Raw -45963.469084 + Penalty 1952.864285 = -44010.604799
  nChanged 4
		SP:Iteration 28Q (32620.440000 sec): 3 clusters
  Score: Raw -46037.827683 + Penalty 1952.864285 = -44084.963398
  nChanged 6
		SP:Iteration 29Q (32620.590000 sec): 3 clusters
  Score: Raw -46081.239529 + Penalty 1952.864285 = -44128.375244
  nChanged 4
		SP:Iteration 30Q (32620.760000 sec): 3 clusters
  Score: Raw -46095.126089 + Penalty 1952.864285 = -44142.261804
  nChanged 3
		SP:Iteration 31Q (32620.940000 sec): 3 clusters
  Score: Raw -46103.879779 + Penalty 1952.864285 = -44151.015493
  nChanged 2
		SP:Iteration 32Q (32621.150000 sec): 3 clusters
  Score: Raw -46113.142224 + Penalty 1952.864285 = -44160.277939
  nChanged 1
		SP:Iteration 33Q (32621.300000 sec): 3 clusters
  Score: Raw -46114.581685 + Penalty 1952.864285 = -44161.717399
  nChanged 0
		SP:Iteration 34F (32621.470000 sec): 3 clusters
  Score: Raw -46114.581685 + Penalty 1952.864285 = -44161.717399
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32621.570000 sec): 2 clusters
  Score: Raw -92508.182905 + Penalty 1085.230594 = -91422.952311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32621.720000 sec): 3 clusters
  Score: Raw -92285.614926 + Penalty 2170.461187 = -90115.153739
  nChanged 222
		SP:Iteration 1F (32621.860000 sec): 3 clusters
  Score: Raw -92559.086534 + Penalty 2170.461187 = -90388.625347
  nChanged 65
		SP:Iteration 2F (32622.010000 sec): 3 clusters
  Score: Raw -92641.195661 + Penalty 2170.461187 = -90470.734474
  nChanged 37
		SP:Iteration 3Q (32622.220000 sec): 3 clusters
  Score: Raw -92680.554771 + Penalty 2170.461187 = -90510.093584
  nChanged 18
		SP:Iteration 4Q (32622.360000 sec): 3 clusters
  Score: Raw -92701.143466 + Penalty 2170.461187 = -90530.682279
  nChanged 13
		SP:Iteration 5Q (32622.540000 sec): 3 clusters
  Score: Raw -92717.662485 + Penalty 2170.461187 = -90547.201298
  nChanged 16
		SP:Iteration 6Q (32622.750000 sec): 3 clusters
  Score: Raw -92737.492970 + Penalty 2170.461187 = -90567.031782
  nChanged 10
		SP:Iteration 7Q (32622.920000 sec): 3 clusters
  Score: Raw -92749.590300 + Penalty 2170.461187 = -90579.129113
  nChanged 6
		SP:Iteration 8Q (32623.090000 sec): 3 clusters
  Score: Raw -92757.335158 + Penalty 2170.461187 = -90586.873970
  nChanged 7
		SP:Iteration 9Q (32623.270000 sec): 3 clusters
  Score: Raw -92763.164289 + Penalty 2170.461187 = -90592.703102
  nChanged 3
		SP:Iteration 10Q (32623.470000 sec): 3 clusters
  Score: Raw -92765.703948 + Penalty 2170.461187 = -90595.242760
  nChanged 1
		SP:Iteration 11Q (32623.620000 sec): 3 clusters
  Score: Raw -92767.033896 + Penalty 2170.461187 = -90596.572709
  nChanged 3
		SP:Iteration 12Q (32623.820000 sec): 3 clusters
  Score: Raw -92771.098819 + Penalty 2170.461187 = -90600.637631
  nChanged 3
		SP:Iteration 13Q (32623.960000 sec): 3 clusters
  Score: Raw -92774.573059 + Penalty 2170.461187 = -90604.111872
  nChanged 1
		SP:Iteration 14Q (32624.140000 sec): 3 clusters
  Score: Raw -92774.919602 + Penalty 2170.461187 = -90604.458415
  nChanged 2
		SP:Iteration 15Q (32624.340000 sec): 3 clusters
  Score: Raw -92778.153982 + Penalty 2170.461187 = -90607.692794
  nChanged 2
		SP:Iteration 16Q (32624.520000 sec): 3 clusters
  Score: Raw -92782.125665 + Penalty 2170.461187 = -90611.664478
  nChanged 0
		SP:Iteration 17F (32624.700000 sec): 3 clusters
  Score: Raw -92782.125665 + Penalty 2170.461187 = -90611.664478
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32624.790000 sec): 2 clusters
  Score: Raw -451882.307960 + Penalty 1342.288072 = -450540.019888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32625.020000 sec): 3 clusters
  Score: Raw -449931.001961 + Penalty 2684.576145 = -447246.425816
  nChanged 1538
		SP:Iteration 1F (32625.180000 sec): 3 clusters
  Score: Raw -450806.751490 + Penalty 2684.576145 = -448122.175346
  nChanged 340
		SP:Iteration 2F (32625.350000 sec): 3 clusters
  Score: Raw -451037.790292 + Penalty 2684.576145 = -448353.214147
  nChanged 264
		SP:Iteration 3F (32625.530000 sec): 3 clusters
  Score: Raw -451206.438850 + Penalty 2684.576145 = -448521.862706
  nChanged 195
		SP:Iteration 4F (32625.750000 sec): 3 clusters
  Score: Raw -451340.435135 + Penalty 2684.576145 = -448655.858990
  nChanged 178
		SP:Iteration 5Q (32625.960000 sec): 3 clusters
  Score: Raw -451463.938038 + Penalty 2684.576145 = -448779.361893
  nChanged 179
		SP:Iteration 6Q (32626.120000 sec): 3 clusters
  Score: Raw -451580.742136 + Penalty 2684.576145 = -448896.165991
  nChanged 158
		SP:Iteration 7Q (32626.310000 sec): 3 clusters
  Score: Raw -451684.968417 + Penalty 2684.576145 = -449000.392272
  nChanged 153
		SP:Iteration 8Q (32626.510000 sec): 3 clusters
  Score: Raw -451795.196203 + Penalty 2684.576145 = -449110.620058
  nChanged 127
		SP:Iteration 9Q (32626.650000 sec): 3 clusters
  Score: Raw -451880.307755 + Penalty 2684.576145 = -449195.731611
  nChanged 107
		SP:Iteration 10Q (32626.850000 sec): 3 clusters
  Score: Raw -451948.947821 + Penalty 2684.576145 = -449264.371676
  nChanged 94
		SP:Iteration 11Q (32626.990000 sec): 3 clusters
  Score: Raw -451997.602923 + Penalty 2684.576145 = -449313.026778
  nChanged 76
		SP:Iteration 12Q (32627.180000 sec): 3 clusters
  Score: Raw -452034.156713 + Penalty 2684.576145 = -449349.580568
  nChanged 51
		SP:Iteration 13Q (32627.360000 sec): 3 clusters
  Score: Raw -452057.200705 + Penalty 2684.576145 = -449372.624561
  nChanged 44
		SP:Iteration 14Q (32627.560000 sec): 3 clusters
  Score: Raw -452085.603410 + Penalty 2684.576145 = -449401.027265
  nChanged 50
		SP:Iteration 15Q (32627.740000 sec): 3 clusters
  Score: Raw -452119.533526 + Penalty 2684.576145 = -449434.957381
  nChanged 48
		SP:Iteration 16Q (32627.900000 sec): 3 clusters
  Score: Raw -452152.381137 + Penalty 2684.576145 = -449467.804992
  nChanged 63
		SP:Iteration 17Q (32628.100000 sec): 3 clusters
  Score: Raw -452207.280235 + Penalty 2684.576145 = -449522.704090
  nChanged 62
		SP:Iteration 18Q (32628.240000 sec): 3 clusters
  Score: Raw -452256.407781 + Penalty 2684.576145 = -449571.831636
  nChanged 78
		SP:Iteration 19Q (32628.470000 sec): 3 clusters
  Score: Raw -452310.628850 + Penalty 2684.576145 = -449626.052705
  nChanged 73
		SP:Iteration 20F (32628.620000 sec): 3 clusters
  Score: Raw -452353.748284 + Penalty 2684.576145 = -449669.172139
  nChanged 57
		SP:Iteration 21Q (32628.830000 sec): 3 clusters
  Score: Raw -452397.537908 + Penalty 2684.576145 = -449712.961763
  nChanged 53
		SP:Iteration 22Q (32629.040000 sec): 3 clusters
  Score: Raw -452424.605246 + Penalty 2684.576145 = -449740.029102
  nChanged 53
		SP:Iteration 23Q (32629.200000 sec): 3 clusters
  Score: Raw -452448.892076 + Penalty 2684.576145 = -449764.315931
  nChanged 32
		SP:Iteration 24Q (32629.400000 sec): 3 clusters
  Score: Raw -452467.857466 + Penalty 2684.576145 = -449783.281321
  nChanged 35
		SP:Iteration 25Q (32629.560000 sec): 3 clusters
  Score: Raw -452479.381113 + Penalty 2684.576145 = -449794.804968
  nChanged 23
		SP:Iteration 26Q (32629.810000 sec): 3 clusters
  Score: Raw -452486.139207 + Penalty 2684.576145 = -449801.563062
  nChanged 23
		SP:Iteration 27Q (32629.980000 sec): 3 clusters
  Score: Raw -452496.048341 + Penalty 2684.576145 = -449811.472197
  nChanged 24
		SP:Iteration 28Q (32630.170000 sec): 3 clusters
  Score: Raw -452507.904208 + Penalty 2684.576145 = -449823.328063
  nChanged 27
		SP:Iteration 29Q (32630.370000 sec): 3 clusters
  Score: Raw -452518.775965 + Penalty 2684.576145 = -449834.199820
  nChanged 19
		SP:Iteration 30Q (32630.530000 sec): 3 clusters
  Score: Raw -452530.587962 + Penalty 2684.576145 = -449846.011817
  nChanged 24
		SP:Iteration 31Q (32630.690000 sec): 3 clusters
  Score: Raw -452546.952720 + Penalty 2684.576145 = -449862.376575
  nChanged 29
		SP:Iteration 32Q (32630.890000 sec): 3 clusters
  Score: Raw -452562.726491 + Penalty 2684.576145 = -449878.150346
  nChanged 26
		SP:Iteration 33Q (32631.080000 sec): 3 clusters
  Score: Raw -452576.586674 + Penalty 2684.576145 = -449892.010529
  nChanged 37
		SP:Iteration 34Q (32631.250000 sec): 3 clusters
  Score: Raw -452598.956718 + Penalty 2684.576145 = -449914.380573
  nChanged 35
		SP:Iteration 35Q (32631.470000 sec): 3 clusters
  Score: Raw -452615.889568 + Penalty 2684.576145 = -449931.313424
  nChanged 32
		SP:Iteration 36Q (32631.680000 sec): 3 clusters
  Score: Raw -452631.748297 + Penalty 2684.576145 = -449947.172153
  nChanged 33
		SP:Iteration 37Q (32631.900000 sec): 3 clusters
  Score: Raw -452644.290583 + Penalty 2684.576145 = -449959.714438
  nChanged 28
		SP:Iteration 38Q (32632.060000 sec): 3 clusters
  Score: Raw -452656.197711 + Penalty 2684.576145 = -449971.621566
  nChanged 26
		SP:Iteration 39Q (32632.260000 sec): 3 clusters
  Score: Raw -452662.363882 + Penalty 2684.576145 = -449977.787737
  nChanged 14
		SP:Iteration 40F (32632.470000 sec): 3 clusters
  Score: Raw -452665.453533 + Penalty 2684.576145 = -449980.877388
  nChanged 12
		SP:Iteration 41Q (32632.660000 sec): 3 clusters
  Score: Raw -452669.412703 + Penalty 2684.576145 = -449984.836559
  nChanged 11
		SP:Iteration 42Q (32632.850000 sec): 3 clusters
  Score: Raw -452671.950349 + Penalty 2684.576145 = -449987.374204
  nChanged 8
		SP:Iteration 43Q (32633.020000 sec): 3 clusters
  Score: Raw -452673.483879 + Penalty 2684.576145 = -449988.907734
  nChanged 5
		SP:Iteration 44Q (32633.180000 sec): 3 clusters
  Score: Raw -452674.780925 + Penalty 2684.576145 = -449990.204781
  nChanged 7
		SP:Iteration 45Q (32633.360000 sec): 3 clusters
  Score: Raw -452676.290154 + Penalty 2684.576145 = -449991.714009
  nChanged 3
		SP:Iteration 46Q (32633.520000 sec): 3 clusters
  Score: Raw -452677.280838 + Penalty 2684.576145 = -449992.704693
  nChanged 1
		SP:Iteration 47Q (32633.710000 sec): 3 clusters
  Score: Raw -452677.501676 + Penalty 2684.576145 = -449992.925531
  nChanged 1
		SP:Iteration 48Q (32633.920000 sec): 3 clusters
  Score: Raw -452677.585377 + Penalty 2684.576145 = -449993.009232
  nChanged 0
		SP:Iteration 49F (32634.110000 sec): 3 clusters
  Score: Raw -452677.585377 + Penalty 2684.576145 = -449993.009232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32634.230000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32634.410000 sec): 3 clusters
  Score: Raw -30586.794141 + Penalty 1835.916627 = -28750.877513
  nChanged 55
		SP:Iteration 1F (32634.600000 sec): 3 clusters
  Score: Raw -30791.947545 + Penalty 1835.916627 = -28956.030918
  nChanged 22
		SP:Iteration 2F (32634.720000 sec): 3 clusters
  Score: Raw -30882.225060 + Penalty 1835.916627 = -29046.308433
  nChanged 10
		SP:Iteration 3Q (32634.850000 sec): 3 clusters
  Score: Raw -30922.060398 + Penalty 1835.916627 = -29086.143771
  nChanged 4
		SP:Iteration 4Q (32635.030000 sec): 3 clusters
  Score: Raw -30931.967224 + Penalty 1835.916627 = -29096.050597
  nChanged 1
		SP:Iteration 5Q (32635.180000 sec): 3 clusters
  Score: Raw -30933.264290 + Penalty 1835.916627 = -29097.347662
  nChanged 0
		SP:Iteration 6F (32635.360000 sec): 3 clusters
  Score: Raw -30933.264290 + Penalty 1835.916627 = -29097.347662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32635.460000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32635.600000 sec): 3 clusters
  Score: Raw -61312.114830 + Penalty 2036.222894 = -59275.891936
  nChanged 123
		SP:Iteration 1F (32635.790000 sec): 3 clusters
  Score: Raw -61491.114405 + Penalty 2036.222894 = -59454.891510
  nChanged 29
		SP:Iteration 2F (32635.970000 sec): 3 clusters
  Score: Raw -61531.317653 + Penalty 2036.222894 = -59495.094759
  nChanged 13
		SP:Iteration 3Q (32636.120000 sec): 3 clusters
  Score: Raw -61557.992641 + Penalty 2036.222894 = -59521.769747
  nChanged 8
		SP:Iteration 4Q (32636.330000 sec): 3 clusters
  Score: Raw -61572.960169 + Penalty 2036.222894 = -59536.737275
  nChanged 6
		SP:Iteration 5Q (32636.470000 sec): 3 clusters
  Score: Raw -61578.858806 + Penalty 2036.222894 = -59542.635912
  nChanged 2
		SP:Iteration 6Q (32636.670000 sec): 3 clusters
  Score: Raw -61584.588842 + Penalty 2036.222894 = -59548.365948
  nChanged 2
		SP:Iteration 7Q (32636.830000 sec): 3 clusters
  Score: Raw -61587.109856 + Penalty 2036.222894 = -59550.886962
  nChanged 0
		SP:Iteration 8F (32637.000000 sec): 3 clusters
  Score: Raw -61587.109856 + Penalty 2036.222894 = -59550.886962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32637.120000 sec): 2 clusters
  Score: Raw -263018.347539 + Penalty 1245.684933 = -261772.662606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32637.270000 sec): 3 clusters
  Score: Raw -262098.913823 + Penalty 2491.369865 = -259607.543957
  nChanged 740
		SP:Iteration 1F (32637.460000 sec): 3 clusters
  Score: Raw -262560.132486 + Penalty 2491.369865 = -260068.762620
  nChanged 157
		SP:Iteration 2F (32637.640000 sec): 3 clusters
  Score: Raw -262655.974083 + Penalty 2491.369865 = -260164.604218
  nChanged 88
		SP:Iteration 3Q (32637.820000 sec): 3 clusters
  Score: Raw -262698.548685 + Penalty 2491.369865 = -260207.178819
  nChanged 58
		SP:Iteration 4Q (32638.030000 sec): 3 clusters
  Score: Raw -262724.940024 + Penalty 2491.369865 = -260233.570159
  nChanged 43
		SP:Iteration 5Q (32638.190000 sec): 3 clusters
  Score: Raw -262746.486300 + Penalty 2491.369865 = -260255.116434
  nChanged 35
		SP:Iteration 6Q (32638.340000 sec): 3 clusters
  Score: Raw -262765.574703 + Penalty 2491.369865 = -260274.204838
  nChanged 33
		SP:Iteration 7Q (32638.500000 sec): 3 clusters
  Score: Raw -262783.264189 + Penalty 2491.369865 = -260291.894324
  nChanged 27
		SP:Iteration 8Q (32638.660000 sec): 3 clusters
  Score: Raw -262796.411106 + Penalty 2491.369865 = -260305.041241
  nChanged 27
		SP:Iteration 9Q (32638.840000 sec): 3 clusters
  Score: Raw -262807.642068 + Penalty 2491.369865 = -260316.272203
  nChanged 19
		SP:Iteration 10Q (32639.010000 sec): 3 clusters
  Score: Raw -262815.462374 + Penalty 2491.369865 = -260324.092508
  nChanged 20
		SP:Iteration 11Q (32639.180000 sec): 3 clusters
  Score: Raw -262825.092623 + Penalty 2491.369865 = -260333.722758
  nChanged 13
		SP:Iteration 12Q (32639.340000 sec): 3 clusters
  Score: Raw -262831.863541 + Penalty 2491.369865 = -260340.493676
  nChanged 15
		SP:Iteration 13Q (32639.530000 sec): 3 clusters
  Score: Raw -262839.192244 + Penalty 2491.369865 = -260347.822378
  nChanged 15
		SP:Iteration 14Q (32639.720000 sec): 3 clusters
  Score: Raw -262846.875579 + Penalty 2491.369865 = -260355.505714
  nChanged 12
		SP:Iteration 15Q (32639.850000 sec): 3 clusters
  Score: Raw -262852.139506 + Penalty 2491.369865 = -260360.769641
  nChanged 10
		SP:Iteration 16Q (32640.030000 sec): 3 clusters
  Score: Raw -262855.812094 + Penalty 2491.369865 = -260364.442229
  nChanged 8
		SP:Iteration 17Q (32640.170000 sec): 3 clusters
  Score: Raw -262857.974500 + Penalty 2491.369865 = -260366.604635
  nChanged 11
		SP:Iteration 18Q (32640.290000 sec): 3 clusters
  Score: Raw -262862.375678 + Penalty 2491.369865 = -260371.005813
  nChanged 6
		SP:Iteration 19Q (32640.500000 sec): 3 clusters
  Score: Raw -262864.816159 + Penalty 2491.369865 = -260373.446294
  nChanged 7
		SP:Iteration 20F (32640.660000 sec): 3 clusters
  Score: Raw -262867.251492 + Penalty 2491.369865 = -260375.881627
  nChanged 3
		SP:Iteration 21Q (32640.860000 sec): 3 clusters
  Score: Raw -262867.835734 + Penalty 2491.369865 = -260376.465869
  nChanged 2
		SP:Iteration 22Q (32641.040000 sec): 3 clusters
  Score: Raw -262868.827296 + Penalty 2491.369865 = -260377.457431
  nChanged 3
		SP:Iteration 23Q (32641.270000 sec): 3 clusters
  Score: Raw -262869.944021 + Penalty 2491.369865 = -260378.574156
  nChanged 3
		SP:Iteration 24Q (32641.470000 sec): 3 clusters
  Score: Raw -262872.594170 + Penalty 2491.369865 = -260381.224305
  nChanged 4
		SP:Iteration 25Q (32641.640000 sec): 3 clusters
  Score: Raw -262875.349905 + Penalty 2491.369865 = -260383.980040
  nChanged 8
		SP:Iteration 26Q (32641.830000 sec): 3 clusters
  Score: Raw -262877.525942 + Penalty 2491.369865 = -260386.156077
  nChanged 5
		SP:Iteration 27Q (32642.000000 sec): 3 clusters
  Score: Raw -262878.821061 + Penalty 2491.369865 = -260387.451196
  nChanged 2
		SP:Iteration 28Q (32642.230000 sec): 3 clusters
  Score: Raw -262879.164378 + Penalty 2491.369865 = -260387.794513
  nChanged 2
		SP:Iteration 29Q (32642.370000 sec): 3 clusters
  Score: Raw -262879.767673 + Penalty 2491.369865 = -260388.397808
  nChanged 2
		SP:Iteration 30Q (32642.530000 sec): 3 clusters
  Score: Raw -262880.120770 + Penalty 2491.369865 = -260388.750904
  nChanged 0
		SP:Iteration 31F (32642.690000 sec): 3 clusters
  Score: Raw -262880.120770 + Penalty 2491.369865 = -260388.750904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32642.850000 sec): 2 clusters
  Score: Raw -996024.551703 + Penalty 1467.591664 = -994556.960039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32643.030000 sec): 3 clusters
  Score: Raw -991341.017560 + Penalty 2935.183328 = -988405.834232
  nChanged 3585
		SP:Iteration 1F (32643.240000 sec): 3 clusters
  Score: Raw -993244.846413 + Penalty 2935.183328 = -990309.663086
  nChanged 548
		SP:Iteration 2F (32643.450000 sec): 3 clusters
  Score: Raw -993526.790327 + Penalty 2935.183328 = -990591.606999
  nChanged 526
		SP:Iteration 3F (32643.690000 sec): 3 clusters
  Score: Raw -993821.831607 + Penalty 2935.183328 = -990886.648279
  nChanged 490
		SP:Iteration 4F (32643.890000 sec): 3 clusters
  Score: Raw -994148.578641 + Penalty 2935.183328 = -991213.395313
  nChanged 507
		SP:Iteration 5F (32644.120000 sec): 3 clusters
  Score: Raw -994527.974603 + Penalty 2935.183328 = -991592.791275
  nChanged 508
		SP:Iteration 6F (32644.310000 sec): 3 clusters
  Score: Raw -994918.145244 + Penalty 2935.183328 = -991982.961917
  nChanged 406
		SP:Iteration 7Q (32644.510000 sec): 3 clusters
  Score: Raw -995248.842001 + Penalty 2935.183328 = -992313.658673
  nChanged 350
		SP:Iteration 8Q (32644.730000 sec): 3 clusters
  Score: Raw -995571.256281 + Penalty 2935.183328 = -992636.072953
  nChanged 283
		SP:Iteration 9Q (32644.910000 sec): 3 clusters
  Score: Raw -995839.990627 + Penalty 2935.183328 = -992904.807299
  nChanged 217
		SP:Iteration 10Q (32645.110000 sec): 3 clusters
  Score: Raw -996031.586118 + Penalty 2935.183328 = -993096.402790
  nChanged 139
		SP:Iteration 11Q (32645.300000 sec): 3 clusters
  Score: Raw -996149.006450 + Penalty 2935.183328 = -993213.823122
  nChanged 113
		SP:Iteration 12Q (32645.490000 sec): 3 clusters
  Score: Raw -996240.687953 + Penalty 2935.183328 = -993305.504625
  nChanged 98
		SP:Iteration 13Q (32645.670000 sec): 3 clusters
  Score: Raw -996350.354974 + Penalty 2935.183328 = -993415.171647
  nChanged 98
		SP:Iteration 14Q (32645.880000 sec): 3 clusters
  Score: Raw -996439.960634 + Penalty 2935.183328 = -993504.777306
  nChanged 81
		SP:Iteration 15Q (32646.140000 sec): 3 clusters
  Score: Raw -996497.067965 + Penalty 2935.183328 = -993561.884637
  nChanged 67
		SP:Iteration 16Q (32646.350000 sec): 3 clusters
  Score: Raw -996553.799810 + Penalty 2935.183328 = -993618.616483
  nChanged 56
		SP:Iteration 17Q (32646.570000 sec): 3 clusters
  Score: Raw -996587.963971 + Penalty 2935.183328 = -993652.780643
  nChanged 31
		SP:Iteration 18Q (32646.790000 sec): 3 clusters
  Score: Raw -996602.615361 + Penalty 2935.183328 = -993667.432033
  nChanged 21
		SP:Iteration 19Q (32646.930000 sec): 3 clusters
  Score: Raw -996612.792126 + Penalty 2935.183328 = -993677.608798
  nChanged 15
		SP:Iteration 20F (32647.150000 sec): 3 clusters
  Score: Raw -996619.769111 + Penalty 2935.183328 = -993684.585783
  nChanged 15
		SP:Iteration 21Q (32647.380000 sec): 3 clusters
  Score: Raw -996626.318684 + Penalty 2935.183328 = -993691.135356
  nChanged 8
		SP:Iteration 22Q (32647.610000 sec): 3 clusters
  Score: Raw -996630.085043 + Penalty 2935.183328 = -993694.901715
  nChanged 9
		SP:Iteration 23Q (32647.780000 sec): 3 clusters
  Score: Raw -996633.685827 + Penalty 2935.183328 = -993698.502499
  nChanged 10
		SP:Iteration 24Q (32648.000000 sec): 3 clusters
  Score: Raw -996637.727534 + Penalty 2935.183328 = -993702.544206
  nChanged 8
		SP:Iteration 25Q (32648.220000 sec): 3 clusters
  Score: Raw -996643.055436 + Penalty 2935.183328 = -993707.872108
  nChanged 11
		SP:Iteration 26Q (32648.440000 sec): 3 clusters
  Score: Raw -996650.483940 + Penalty 2935.183328 = -993715.300612
  nChanged 15
		SP:Iteration 27Q (32648.630000 sec): 3 clusters
  Score: Raw -996660.909130 + Penalty 2935.183328 = -993725.725802
  nChanged 16
		SP:Iteration 28Q (32648.800000 sec): 3 clusters
  Score: Raw -996676.443547 + Penalty 2935.183328 = -993741.260219
  nChanged 24
		SP:Iteration 29Q (32648.990000 sec): 3 clusters
  Score: Raw -996699.350005 + Penalty 2935.183328 = -993764.166678
  nChanged 23
		SP:Iteration 30Q (32649.170000 sec): 3 clusters
  Score: Raw -996720.645232 + Penalty 2935.183328 = -993785.461904
  nChanged 22
		SP:Iteration 31Q (32649.400000 sec): 3 clusters
  Score: Raw -996732.644928 + Penalty 2935.183328 = -993797.461600
  nChanged 18
		SP:Iteration 32Q (32649.620000 sec): 3 clusters
  Score: Raw -996742.004880 + Penalty 2935.183328 = -993806.821552
  nChanged 14
		SP:Iteration 33Q (32649.840000 sec): 3 clusters
  Score: Raw -996749.083937 + Penalty 2935.183328 = -993813.900610
  nChanged 9
		SP:Iteration 34Q (32650.020000 sec): 3 clusters
  Score: Raw -996753.142544 + Penalty 2935.183328 = -993817.959216
  nChanged 7
		SP:Iteration 35Q (32650.200000 sec): 3 clusters
  Score: Raw -996755.195593 + Penalty 2935.183328 = -993820.012265
  nChanged 8
		SP:Iteration 36Q (32650.400000 sec): 3 clusters
  Score: Raw -996758.148254 + Penalty 2935.183328 = -993822.964926
  nChanged 4
		SP:Iteration 37Q (32650.660000 sec): 3 clusters
  Score: Raw -996759.904168 + Penalty 2935.183328 = -993824.720840
  nChanged 3
		SP:Iteration 38Q (32650.840000 sec): 3 clusters
  Score: Raw -996761.440085 + Penalty 2935.183328 = -993826.256757
  nChanged 4
		SP:Iteration 39Q (32651.060000 sec): 3 clusters
  Score: Raw -996763.723098 + Penalty 2935.183328 = -993828.539770
  nChanged 5
		SP:Iteration 40F (32651.260000 sec): 3 clusters
  Score: Raw -996766.366700 + Penalty 2935.183328 = -993831.183373
  nChanged 5
		SP:Iteration 41Q (32651.470000 sec): 3 clusters
  Score: Raw -996767.796621 + Penalty 2935.183328 = -993832.613293
  nChanged 2
		SP:Iteration 42Q (32651.680000 sec): 3 clusters
  Score: Raw -996768.283010 + Penalty 2935.183328 = -993833.099683
  nChanged 2
		SP:Iteration 43Q (32651.910000 sec): 3 clusters
  Score: Raw -996769.002063 + Penalty 2935.183328 = -993833.818735
  nChanged 0
		SP:Iteration 44F (32652.100000 sec): 3 clusters
  Score: Raw -996769.002063 + Penalty 2935.183328 = -993833.818735
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32652.200000 sec): 2 clusters
  Score: Raw -680830.956311 + Penalty 1405.478468 = -679425.477843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32652.410000 sec): 3 clusters
  Score: Raw -677791.704006 + Penalty 2810.956935 = -674980.747070
  nChanged 2376
		SP:Iteration 1F (32652.570000 sec): 3 clusters
  Score: Raw -679058.983235 + Penalty 2810.956935 = -676248.026300
  nChanged 427
		SP:Iteration 2F (32652.760000 sec): 3 clusters
  Score: Raw -679308.698097 + Penalty 2810.956935 = -676497.741162
  nChanged 385
		SP:Iteration 3F (32652.930000 sec): 3 clusters
  Score: Raw -679584.601289 + Penalty 2810.956935 = -676773.644354
  nChanged 375
		SP:Iteration 4F (32653.130000 sec): 3 clusters
  Score: Raw -679862.883348 + Penalty 2810.956935 = -677051.926412
  nChanged 366
		SP:Iteration 5F (32653.290000 sec): 3 clusters
  Score: Raw -680148.252326 + Penalty 2810.956935 = -677337.295391
  nChanged 347
		SP:Iteration 6F (32653.490000 sec): 3 clusters
  Score: Raw -680445.020261 + Penalty 2810.956935 = -677634.063326
  nChanged 309
		SP:Iteration 7F (32653.700000 sec): 3 clusters
  Score: Raw -680683.537164 + Penalty 2810.956935 = -677872.580229
  nChanged 240
		SP:Iteration 8Q (32653.920000 sec): 3 clusters
  Score: Raw -680828.922578 + Penalty 2810.956935 = -678017.965643
  nChanged 170
		SP:Iteration 9Q (32654.100000 sec): 3 clusters
  Score: Raw -680911.552809 + Penalty 2810.956935 = -678100.595874
  nChanged 111
		SP:Iteration 10Q (32654.300000 sec): 3 clusters
  Score: Raw -680965.289315 + Penalty 2810.956935 = -678154.332380
  nChanged 85
		SP:Iteration 11Q (32654.520000 sec): 3 clusters
  Score: Raw -680993.585689 + Penalty 2810.956935 = -678182.628754
  nChanged 61
		SP:Iteration 12Q (32654.720000 sec): 3 clusters
  Score: Raw -681011.788286 + Penalty 2810.956935 = -678200.831351
  nChanged 45
		SP:Iteration 13Q (32654.910000 sec): 3 clusters
  Score: Raw -681022.742408 + Penalty 2810.956935 = -678211.785473
  nChanged 30
		SP:Iteration 14Q (32655.080000 sec): 3 clusters
  Score: Raw -681029.284038 + Penalty 2810.956935 = -678218.327103
  nChanged 16
		SP:Iteration 15Q (32655.310000 sec): 3 clusters
  Score: Raw -681032.826401 + Penalty 2810.956935 = -678221.869465
  nChanged 12
		SP:Iteration 16Q (32655.540000 sec): 3 clusters
  Score: Raw -681035.286147 + Penalty 2810.956935 = -678224.329212
  nChanged 12
		SP:Iteration 17Q (32655.690000 sec): 3 clusters
  Score: Raw -681038.036323 + Penalty 2810.956935 = -678227.079388
  nChanged 12
		SP:Iteration 18Q (32655.870000 sec): 3 clusters
  Score: Raw -681040.623041 + Penalty 2810.956935 = -678229.666105
  nChanged 8
		SP:Iteration 19Q (32656.090000 sec): 3 clusters
  Score: Raw -681041.906237 + Penalty 2810.956935 = -678230.949302
  nChanged 7
		SP:Iteration 20F (32656.250000 sec): 3 clusters
  Score: Raw -681043.243955 + Penalty 2810.956935 = -678232.287019
  nChanged 5
		SP:Iteration 21Q (32656.450000 sec): 3 clusters
  Score: Raw -681044.262909 + Penalty 2810.956935 = -678233.305974
  nChanged 4
		SP:Iteration 22Q (32656.630000 sec): 3 clusters
  Score: Raw -681044.964061 + Penalty 2810.956935 = -678234.007125
  nChanged 2
		SP:Iteration 23Q (32656.840000 sec): 3 clusters
  Score: Raw -681045.170091 + Penalty 2810.956935 = -678234.213156
  nChanged 1
		SP:Iteration 24Q (32657.040000 sec): 3 clusters
  Score: Raw -681045.304459 + Penalty 2810.956935 = -678234.347524
  nChanged 3
		SP:Iteration 25Q (32657.230000 sec): 3 clusters
  Score: Raw -681045.798006 + Penalty 2810.956935 = -678234.841071
  nChanged 1
		SP:Iteration 26Q (32657.430000 sec): 3 clusters
  Score: Raw -681045.940207 + Penalty 2810.956935 = -678234.983272
  nChanged 1
		SP:Iteration 27Q (32657.600000 sec): 3 clusters
  Score: Raw -681046.076692 + Penalty 2810.956935 = -678235.119756
  nChanged 0
		SP:Iteration 28F (32657.810000 sec): 3 clusters
  Score: Raw -681046.076692 + Penalty 2810.956935 = -678235.119756
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32658.030000 sec): 2 clusters
  Score: Raw -3605417.817922 + Penalty 1683.864103 = -3603733.953820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32658.350000 sec): 3 clusters
  Score: Raw -3585886.053309 + Penalty 3367.728205 = -3582518.325103
  nChanged 14600
		SP:Iteration 1F (32658.660000 sec): 3 clusters
  Score: Raw -3594664.601711 + Penalty 3367.728205 = -3591296.873506
  nChanged 1744
		SP:Iteration 2F (32658.970000 sec): 3 clusters
  Score: Raw -3595468.673837 + Penalty 3367.728205 = -3592100.945632
  nChanged 1703
		SP:Iteration 3F (32659.320000 sec): 3 clusters
  Score: Raw -3596342.119086 + Penalty 3367.728205 = -3592974.390881
  nChanged 1756
		SP:Iteration 4F (32659.650000 sec): 3 clusters
  Score: Raw -3597313.427936 + Penalty 3367.728205 = -3593945.699731
  nChanged 1771
		SP:Iteration 5F (32659.980000 sec): 3 clusters
  Score: Raw -3598300.197617 + Penalty 3367.728205 = -3594932.469412
  nChanged 1757
		SP:Iteration 6F (32660.290000 sec): 3 clusters
  Score: Raw -3599275.311271 + Penalty 3367.728205 = -3595907.583065
  nChanged 1601
		SP:Iteration 7F (32660.620000 sec): 3 clusters
  Score: Raw -3600071.603904 + Penalty 3367.728205 = -3596703.875699
  nChanged 1324
		SP:Iteration 8Q (32660.930000 sec): 3 clusters
  Score: Raw -3600653.175553 + Penalty 3367.728205 = -3597285.447348
  nChanged 1096
		SP:Iteration 9Q (32661.250000 sec): 3 clusters
  Score: Raw -3601116.286350 + Penalty 3367.728205 = -3597748.558145
  nChanged 920
		SP:Iteration 10Q (32661.560000 sec): 3 clusters
  Score: Raw -3601484.951889 + Penalty 3367.728205 = -3598117.223684
  nChanged 821
		SP:Iteration 11Q (32661.920000 sec): 3 clusters
  Score: Raw -3601781.828024 + Penalty 3367.728205 = -3598414.099819
  nChanged 701
		SP:Iteration 12Q (32662.240000 sec): 3 clusters
  Score: Raw -3602021.399657 + Penalty 3367.728205 = -3598653.671452
  nChanged 639
		SP:Iteration 13Q (32662.530000 sec): 3 clusters
  Score: Raw -3602211.584183 + Penalty 3367.728205 = -3598843.855978
  nChanged 516
		SP:Iteration 14Q (32662.860000 sec): 3 clusters
  Score: Raw -3602356.432513 + Penalty 3367.728205 = -3598988.704308
  nChanged 451
		SP:Iteration 15Q (32663.170000 sec): 3 clusters
  Score: Raw -3602463.646662 + Penalty 3367.728205 = -3599095.918457
  nChanged 377
		SP:Iteration 16Q (32663.490000 sec): 3 clusters
  Score: Raw -3602539.376259 + Penalty 3367.728205 = -3599171.648054
  nChanged 312
		SP:Iteration 17Q (32663.850000 sec): 3 clusters
  Score: Raw -3602598.198965 + Penalty 3367.728205 = -3599230.470760
  nChanged 256
		SP:Iteration 18Q (32664.140000 sec): 3 clusters
  Score: Raw -3602644.930294 + Penalty 3367.728205 = -3599277.202089
  nChanged 260
		SP:Iteration 19Q (32664.500000 sec): 3 clusters
  Score: Raw -3602688.175108 + Penalty 3367.728205 = -3599320.446903
  nChanged 225
		SP:Iteration 20F (32664.820000 sec): 3 clusters
  Score: Raw -3602731.284136 + Penalty 3367.728205 = -3599363.555931
  nChanged 260
		SP:Iteration 21Q (32665.130000 sec): 3 clusters
  Score: Raw -3602782.722178 + Penalty 3367.728205 = -3599414.993973
  nChanged 248
		SP:Iteration 22Q (32665.450000 sec): 3 clusters
  Score: Raw -3602829.688954 + Penalty 3367.728205 = -3599461.960749
  nChanged 228
		SP:Iteration 23Q (32665.770000 sec): 3 clusters
  Score: Raw -3602866.966609 + Penalty 3367.728205 = -3599499.238404
  nChanged 212
		SP:Iteration 24Q (32666.030000 sec): 3 clusters
  Score: Raw -3602902.079384 + Penalty 3367.728205 = -3599534.351178
  nChanged 210
		SP:Iteration 25Q (32666.320000 sec): 3 clusters
  Score: Raw -3602933.642541 + Penalty 3367.728205 = -3599565.914336
  nChanged 183
		SP:Iteration 26Q (32666.630000 sec): 3 clusters
  Score: Raw -3602962.036781 + Penalty 3367.728205 = -3599594.308576
  nChanged 186
		SP:Iteration 27Q (32666.940000 sec): 3 clusters
  Score: Raw -3602991.649361 + Penalty 3367.728205 = -3599623.921156
  nChanged 175
		SP:Iteration 28Q (32667.280000 sec): 3 clusters
  Score: Raw -3603016.816177 + Penalty 3367.728205 = -3599649.087972
  nChanged 170
		SP:Iteration 29Q (32667.610000 sec): 3 clusters
  Score: Raw -3603041.037623 + Penalty 3367.728205 = -3599673.309418
  nChanged 184
		SP:Iteration 30Q (32667.900000 sec): 3 clusters
  Score: Raw -3603069.777319 + Penalty 3367.728205 = -3599702.049114
  nChanged 193
		SP:Iteration 31Q (32668.270000 sec): 3 clusters
  Score: Raw -3603104.573219 + Penalty 3367.728205 = -3599736.845014
  nChanged 189
		SP:Iteration 32Q (32668.590000 sec): 3 clusters
  Score: Raw -3603140.510193 + Penalty 3367.728205 = -3599772.781987
  nChanged 216
		SP:Iteration 33Q (32668.940000 sec): 3 clusters
  Score: Raw -3603183.499625 + Penalty 3367.728205 = -3599815.771420
  nChanged 206
		SP:Iteration 34Q (32669.220000 sec): 3 clusters
  Score: Raw -3603223.540725 + Penalty 3367.728205 = -3599855.812520
  nChanged 209
		SP:Iteration 35Q (32669.560000 sec): 3 clusters
  Score: Raw -3603261.778665 + Penalty 3367.728205 = -3599894.050460
  nChanged 211
		SP:Iteration 36Q (32669.870000 sec): 3 clusters
  Score: Raw -3603297.115952 + Penalty 3367.728205 = -3599929.387747
  nChanged 212
		SP:Iteration 37Q (32670.200000 sec): 3 clusters
  Score: Raw -3603335.536611 + Penalty 3367.728205 = -3599967.808406
  nChanged 227
		SP:Iteration 38Q (32670.550000 sec): 3 clusters
  Score: Raw -3603382.369879 + Penalty 3367.728205 = -3600014.641674
  nChanged 236
		SP:Iteration 39Q (32670.900000 sec): 3 clusters
  Score: Raw -3603429.254156 + Penalty 3367.728205 = -3600061.525951
  nChanged 253
		SP:Iteration 40F (32671.220000 sec): 3 clusters
  Score: Raw -3603482.132362 + Penalty 3367.728205 = -3600114.404157
  nChanged 246
		SP:Iteration 41Q (32671.580000 sec): 3 clusters
  Score: Raw -3603530.181824 + Penalty 3367.728205 = -3600162.453619
  nChanged 244
		SP:Iteration 42Q (32671.920000 sec): 3 clusters
  Score: Raw -3603582.183850 + Penalty 3367.728205 = -3600214.455645
  nChanged 248
		SP:Iteration 43Q (32672.250000 sec): 3 clusters
  Score: Raw -3603637.893978 + Penalty 3367.728205 = -3600270.165773
  nChanged 254
		SP:Iteration 44Q (32672.560000 sec): 3 clusters
  Score: Raw -3603693.084532 + Penalty 3367.728205 = -3600325.356327
  nChanged 277
		SP:Iteration 45Q (32672.860000 sec): 3 clusters
  Score: Raw -3603753.731575 + Penalty 3367.728205 = -3600386.003370
  nChanged 302
		SP:Iteration 46Q (32673.190000 sec): 3 clusters
  Score: Raw -3603825.807713 + Penalty 3367.728205 = -3600458.079508
  nChanged 314
		SP:Iteration 47Q (32673.510000 sec): 3 clusters
  Score: Raw -3603913.311045 + Penalty 3367.728205 = -3600545.582840
  nChanged 351
		SP:Iteration 48Q (32673.860000 sec): 3 clusters
  Score: Raw -3604016.115051 + Penalty 3367.728205 = -3600648.386846
  nChanged 358
		SP:Iteration 49Q (32674.180000 sec): 3 clusters
  Score: Raw -3604124.411086 + Penalty 3367.728205 = -3600756.682881
  nChanged 357
		SP:Iteration 50Q (32674.490000 sec): 3 clusters
  Score: Raw -3604235.485054 + Penalty 3367.728205 = -3600867.756849
  nChanged 359
		SP:Iteration 51Q (32674.810000 sec): 3 clusters
  Score: Raw -3604346.691517 + Penalty 3367.728205 = -3600978.963311
  nChanged 363
		SP:Iteration 52Q (32675.130000 sec): 3 clusters
  Score: Raw -3604463.367270 + Penalty 3367.728205 = -3601095.639065
  nChanged 359
		SP:Iteration 53Q (32675.440000 sec): 3 clusters
  Score: Raw -3604596.596449 + Penalty 3367.728205 = -3601228.868243
  nChanged 362
		SP:Iteration 54Q (32675.770000 sec): 3 clusters
  Score: Raw -3604736.025035 + Penalty 3367.728205 = -3601368.296830
  nChanged 352
		SP:Iteration 55Q (32676.070000 sec): 3 clusters
  Score: Raw -3604875.452712 + Penalty 3367.728205 = -3601507.724507
  nChanged 365
		SP:Iteration 56Q (32676.420000 sec): 3 clusters
  Score: Raw -3605021.564464 + Penalty 3367.728205 = -3601653.836259
  nChanged 326
		SP:Iteration 57Q (32676.710000 sec): 3 clusters
  Score: Raw -3605153.974621 + Penalty 3367.728205 = -3601786.246416
  nChanged 298
		SP:Iteration 58Q (32677.070000 sec): 3 clusters
  Score: Raw -3605280.656472 + Penalty 3367.728205 = -3601912.928267
  nChanged 292
		SP:Iteration 59Q (32677.360000 sec): 3 clusters
  Score: Raw -3605422.894130 + Penalty 3367.728205 = -3602055.165925
  nChanged 303
		SP:Iteration 60F (32677.690000 sec): 3 clusters
  Score: Raw -3605568.730728 + Penalty 3367.728205 = -3602201.002523
  nChanged 246
		SP:Iteration 61Q (32677.990000 sec): 3 clusters
  Score: Raw -3605677.886185 + Penalty 3367.728205 = -3602310.157980
  nChanged 225
		SP:Iteration 62Q (32678.310000 sec): 3 clusters
  Score: Raw -3605767.916234 + Penalty 3367.728205 = -3602400.188029
  nChanged 182
		SP:Iteration 63Q (32678.620000 sec): 3 clusters
  Score: Raw -3605834.894251 + Penalty 3367.728205 = -3602467.166046
  nChanged 148
		SP:Iteration 64Q (32678.950000 sec): 3 clusters
  Score: Raw -3605883.301290 + Penalty 3367.728205 = -3602515.573085
  nChanged 126
		SP:Iteration 65Q (32679.220000 sec): 3 clusters
  Score: Raw -3605923.718375 + Penalty 3367.728205 = -3602555.990170
  nChanged 106
		SP:Iteration 66Q (32679.550000 sec): 3 clusters
  Score: Raw -3605957.105377 + Penalty 3367.728205 = -3602589.377172
  nChanged 112
		SP:Iteration 67Q (32679.840000 sec): 3 clusters
  Score: Raw -3605993.403373 + Penalty 3367.728205 = -3602625.675168
  nChanged 70
		SP:Iteration 68Q (32680.200000 sec): 3 clusters
  Score: Raw -3606012.033787 + Penalty 3367.728205 = -3602644.305582
  nChanged 58
		SP:Iteration 69Q (32680.490000 sec): 3 clusters
  Score: Raw -3606023.433153 + Penalty 3367.728205 = -3602655.704948
  nChanged 46
		SP:Iteration 70Q (32680.760000 sec): 3 clusters
  Score: Raw -3606031.729362 + Penalty 3367.728205 = -3602664.001157
  nChanged 34
		SP:Iteration 71Q (32681.060000 sec): 3 clusters
  Score: Raw -3606038.327586 + Penalty 3367.728205 = -3602670.599381
  nChanged 34
		SP:Iteration 72Q (32681.360000 sec): 3 clusters
  Score: Raw -3606045.053688 + Penalty 3367.728205 = -3602677.325483
  nChanged 41
		SP:Iteration 73Q (32681.620000 sec): 3 clusters
  Score: Raw -3606053.030659 + Penalty 3367.728205 = -3602685.302454
  nChanged 37
		SP:Iteration 74Q (32681.930000 sec): 3 clusters
  Score: Raw -3606060.254089 + Penalty 3367.728205 = -3602692.525884
  nChanged 37
		SP:Iteration 75Q (32682.240000 sec): 3 clusters
  Score: Raw -3606067.204748 + Penalty 3367.728205 = -3602699.476543
  nChanged 40
		SP:Iteration 76Q (32682.530000 sec): 3 clusters
  Score: Raw -3606075.583850 + Penalty 3367.728205 = -3602707.855645
  nChanged 31
		SP:Iteration 77Q (32682.870000 sec): 3 clusters
  Score: Raw -3606082.086209 + Penalty 3367.728205 = -3602714.358004
  nChanged 27
		SP:Iteration 78Q (32683.140000 sec): 3 clusters
  Score: Raw -3606086.770038 + Penalty 3367.728205 = -3602719.041833
  nChanged 29
		SP:Iteration 79Q (32683.490000 sec): 3 clusters
  Score: Raw -3606093.092072 + Penalty 3367.728205 = -3602725.363867
  nChanged 24
		SP:Iteration 80F (32683.820000 sec): 3 clusters
  Score: Raw -3606098.546183 + Penalty 3367.728205 = -3602730.817978
  nChanged 20
		SP:Iteration 81Q (32684.100000 sec): 3 clusters
  Score: Raw -3606102.181321 + Penalty 3367.728205 = -3602734.453115
  nChanged 18
		SP:Iteration 82Q (32684.430000 sec): 3 clusters
  Score: Raw -3606105.706971 + Penalty 3367.728205 = -3602737.978765
  nChanged 15
		SP:Iteration 83Q (32684.740000 sec): 3 clusters
  Score: Raw -3606108.074553 + Penalty 3367.728205 = -3602740.346348
  nChanged 16
		SP:Iteration 84Q (32685.030000 sec): 3 clusters
  Score: Raw -3606111.178511 + Penalty 3367.728205 = -3602743.450306
  nChanged 17
		SP:Iteration 85Q (32685.300000 sec): 3 clusters
  Score: Raw -3606114.548158 + Penalty 3367.728205 = -3602746.819953
  nChanged 19
		SP:Iteration 86Q (32685.630000 sec): 3 clusters
  Score: Raw -3606118.049901 + Penalty 3367.728205 = -3602750.321696
  nChanged 18
		SP:Iteration 87Q (32685.980000 sec): 3 clusters
  Score: Raw -3606121.397867 + Penalty 3367.728205 = -3602753.669662
  nChanged 15
		SP:Iteration 88Q (32686.300000 sec): 3 clusters
  Score: Raw -3606123.378613 + Penalty 3367.728205 = -3602755.650408
  nChanged 13
		SP:Iteration 89Q (32686.630000 sec): 3 clusters
  Score: Raw -3606125.623910 + Penalty 3367.728205 = -3602757.895705
  nChanged 15
		SP:Iteration 90Q (32686.930000 sec): 3 clusters
  Score: Raw -3606129.151193 + Penalty 3367.728205 = -3602761.422988
  nChanged 21
		SP:Iteration 91Q (32687.260000 sec): 3 clusters
  Score: Raw -3606133.412427 + Penalty 3367.728205 = -3602765.684222
  nChanged 13
		SP:Iteration 92Q (32687.500000 sec): 3 clusters
  Score: Raw -3606136.186557 + Penalty 3367.728205 = -3602768.458352
  nChanged 7
		SP:Iteration 93Q (32687.830000 sec): 3 clusters
  Score: Raw -3606137.538608 + Penalty 3367.728205 = -3602769.810403
  nChanged 8
		SP:Iteration 94Q (32688.090000 sec): 3 clusters
  Score: Raw -3606139.037043 + Penalty 3367.728205 = -3602771.308838
  nChanged 12
		SP:Iteration 95Q (32688.400000 sec): 3 clusters
  Score: Raw -3606141.627304 + Penalty 3367.728205 = -3602773.899099
  nChanged 13
		SP:Iteration 96Q (32688.650000 sec): 3 clusters
  Score: Raw -3606144.023918 + Penalty 3367.728205 = -3602776.295713
  nChanged 14
		SP:Iteration 97Q (32688.990000 sec): 3 clusters
  Score: Raw -3606146.359316 + Penalty 3367.728205 = -3602778.631111
  nChanged 11
		SP:Iteration 98Q (32689.240000 sec): 3 clusters
  Score: Raw -3606148.339124 + Penalty 3367.728205 = -3602780.610919
  nChanged 7
		SP:Iteration 99Q (32689.550000 sec): 3 clusters
  Score: Raw -3606149.050321 + Penalty 3367.728205 = -3602781.322116
  nChanged 6
		SP:Iteration 100F (32689.850000 sec): 3 clusters
  Score: Raw -3606149.861262 + Penalty 3367.728205 = -3602782.133057
  nChanged 5
		SP:Iteration 101Q (32690.140000 sec): 3 clusters
  Score: Raw -3606150.791087 + Penalty 3367.728205 = -3602783.062882
  nChanged 7
		SP:Iteration 102Q (32690.440000 sec): 3 clusters
  Score: Raw -3606151.678248 + Penalty 3367.728205 = -3602783.950043
  nChanged 5
		SP:Iteration 103Q (32690.740000 sec): 3 clusters
  Score: Raw -3606152.866249 + Penalty 3367.728205 = -3602785.138044
  nChanged 6
		SP:Iteration 104Q (32690.990000 sec): 3 clusters
  Score: Raw -3606153.751794 + Penalty 3367.728205 = -3602786.023589
  nChanged 5
		SP:Iteration 105Q (32691.310000 sec): 3 clusters
  Score: Raw -3606154.433642 + Penalty 3367.728205 = -3602786.705437
  nChanged 4
		SP:Iteration 106Q (32691.620000 sec): 3 clusters
  Score: Raw -3606154.790828 + Penalty 3367.728205 = -3602787.062623
  nChanged 0
		SP:Iteration 107F (32691.940000 sec): 3 clusters
  Score: Raw -3606154.790828 + Penalty 3367.728205 = -3602787.062623
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32692.040000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32692.250000 sec): 3 clusters
  Score: Raw -26745.470106 + Penalty 1790.551209 = -24954.918897
  nChanged 32
		SP:Iteration 1F (32692.400000 sec): 3 clusters
  Score: Raw -26835.285873 + Penalty 1790.551209 = -25044.734663
  nChanged 9
		SP:Iteration 2Q (32692.550000 sec): 3 clusters
  Score: Raw -26866.260160 + Penalty 1790.551209 = -25075.708951
  nChanged 6
		SP:Iteration 3Q (32692.690000 sec): 3 clusters
  Score: Raw -26882.473282 + Penalty 1790.551209 = -25091.922072
  nChanged 3
		SP:Iteration 4Q (32692.870000 sec): 3 clusters
  Score: Raw -26887.499070 + Penalty 1790.551209 = -25096.947860
  nChanged 2
		SP:Iteration 5Q (32693.000000 sec): 3 clusters
  Score: Raw -26890.016568 + Penalty 1790.551209 = -25099.465358
  nChanged 2
		SP:Iteration 6Q (32693.160000 sec): 3 clusters
  Score: Raw -26895.176341 + Penalty 1790.551209 = -25104.625132
  nChanged 1
		SP:Iteration 7Q (32693.340000 sec): 3 clusters
  Score: Raw -26896.237893 + Penalty 1790.551209 = -25105.686684
  nChanged 0
		SP:Iteration 8F (32693.470000 sec): 3 clusters
  Score: Raw -26896.237893 + Penalty 1790.551209 = -25105.686684
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32693.560000 sec): 2 clusters
  Score: Raw -200895.747335 + Penalty 1206.523786 = -199689.223548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32693.760000 sec): 3 clusters
  Score: Raw -200213.301949 + Penalty 2413.047573 = -197800.254376
  nChanged 560
		SP:Iteration 1F (32693.910000 sec): 3 clusters
  Score: Raw -200602.397235 + Penalty 2413.047573 = -198189.349662
  nChanged 149
		SP:Iteration 2F (32694.060000 sec): 3 clusters
  Score: Raw -200736.851384 + Penalty 2413.047573 = -198323.803811
  nChanged 91
		SP:Iteration 3F (32694.230000 sec): 3 clusters
  Score: Raw -200795.733560 + Penalty 2413.047573 = -198382.685987
  nChanged 49
		SP:Iteration 4Q (32694.410000 sec): 3 clusters
  Score: Raw -200830.453662 + Penalty 2413.047573 = -198417.406089
  nChanged 43
		SP:Iteration 5Q (32694.610000 sec): 3 clusters
  Score: Raw -200861.630381 + Penalty 2413.047573 = -198448.582808
  nChanged 29
		SP:Iteration 6Q (32694.770000 sec): 3 clusters
  Score: Raw -200880.976817 + Penalty 2413.047573 = -198467.929244
  nChanged 32
		SP:Iteration 7Q (32694.970000 sec): 3 clusters
  Score: Raw -200906.666275 + Penalty 2413.047573 = -198493.618702
  nChanged 29
		SP:Iteration 8Q (32695.170000 sec): 3 clusters
  Score: Raw -200926.160043 + Penalty 2413.047573 = -198513.112470
  nChanged 29
		SP:Iteration 9Q (32695.350000 sec): 3 clusters
  Score: Raw -200942.924869 + Penalty 2413.047573 = -198529.877296
  nChanged 25
		SP:Iteration 10Q (32695.500000 sec): 3 clusters
  Score: Raw -200956.248910 + Penalty 2413.047573 = -198543.201337
  nChanged 13
		SP:Iteration 11Q (32695.650000 sec): 3 clusters
  Score: Raw -200962.585817 + Penalty 2413.047573 = -198549.538244
  nChanged 12
		SP:Iteration 12Q (32695.850000 sec): 3 clusters
  Score: Raw -200970.963243 + Penalty 2413.047573 = -198557.915670
  nChanged 11
		SP:Iteration 13Q (32695.990000 sec): 3 clusters
  Score: Raw -200977.527278 + Penalty 2413.047573 = -198564.479706
  nChanged 12
		SP:Iteration 14Q (32696.150000 sec): 3 clusters
  Score: Raw -200984.533796 + Penalty 2413.047573 = -198571.486223
  nChanged 7
		SP:Iteration 15Q (32696.330000 sec): 3 clusters
  Score: Raw -200988.773813 + Penalty 2413.047573 = -198575.726241
  nChanged 7
		SP:Iteration 16Q (32696.450000 sec): 3 clusters
  Score: Raw -200992.409103 + Penalty 2413.047573 = -198579.361531
  nChanged 5
		SP:Iteration 17Q (32696.650000 sec): 3 clusters
  Score: Raw -200995.007603 + Penalty 2413.047573 = -198581.960031
  nChanged 5
		SP:Iteration 18Q (32696.830000 sec): 3 clusters
  Score: Raw -200997.008143 + Penalty 2413.047573 = -198583.960571
  nChanged 2
		SP:Iteration 19Q (32696.980000 sec): 3 clusters
  Score: Raw -200998.015174 + Penalty 2413.047573 = -198584.967602
  nChanged 4
		SP:Iteration 20F (32697.090000 sec): 3 clusters
  Score: Raw -200999.449195 + Penalty 2413.047573 = -198586.401623
  nChanged 2
		SP:Iteration 21Q (32697.230000 sec): 3 clusters
  Score: Raw -201001.466156 + Penalty 2413.047573 = -198588.418584
  nChanged 2
		SP:Iteration 22Q (32697.400000 sec): 3 clusters
  Score: Raw -201002.447228 + Penalty 2413.047573 = -198589.399656
  nChanged 2
		SP:Iteration 23Q (32697.590000 sec): 3 clusters
  Score: Raw -201003.216109 + Penalty 2413.047573 = -198590.168536
  nChanged 4
		SP:Iteration 24Q (32697.750000 sec): 3 clusters
  Score: Raw -201006.219197 + Penalty 2413.047573 = -198593.171624
  nChanged 2
		SP:Iteration 25Q (32697.920000 sec): 3 clusters
  Score: Raw -201006.958264 + Penalty 2413.047573 = -198593.910692
  nChanged 1
		SP:Iteration 26Q (32698.120000 sec): 3 clusters
  Score: Raw -201007.329155 + Penalty 2413.047573 = -198594.281583
  nChanged 2
		SP:Iteration 27Q (32698.270000 sec): 3 clusters
  Score: Raw -201008.763783 + Penalty 2413.047573 = -198595.716211
  nChanged 3
		SP:Iteration 28Q (32698.460000 sec): 3 clusters
  Score: Raw -201012.579130 + Penalty 2413.047573 = -198599.531558
  nChanged 6
		SP:Iteration 29Q (32698.580000 sec): 3 clusters
  Score: Raw -201017.669034 + Penalty 2413.047573 = -198604.621461
  nChanged 6
		SP:Iteration 30Q (32698.750000 sec): 3 clusters
  Score: Raw -201021.509700 + Penalty 2413.047573 = -198608.462128
  nChanged 3
		SP:Iteration 31Q (32698.940000 sec): 3 clusters
  Score: Raw -201022.743206 + Penalty 2413.047573 = -198609.695633
  nChanged 2
		SP:Iteration 32Q (32699.140000 sec): 3 clusters
  Score: Raw -201024.187306 + Penalty 2413.047573 = -198611.139734
  nChanged 2
		SP:Iteration 33Q (32699.310000 sec): 3 clusters
  Score: Raw -201025.862595 + Penalty 2413.047573 = -198612.815023
  nChanged 3
		SP:Iteration 34Q (32699.460000 sec): 3 clusters
  Score: Raw -201027.053749 + Penalty 2413.047573 = -198614.006176
  nChanged 2
		SP:Iteration 35Q (32699.620000 sec): 3 clusters
  Score: Raw -201028.069494 + Penalty 2413.047573 = -198615.021922
  nChanged 1
		SP:Iteration 36Q (32699.800000 sec): 3 clusters
  Score: Raw -201028.392414 + Penalty 2413.047573 = -198615.344842
  nChanged 3
		SP:Iteration 37Q (32700.000000 sec): 3 clusters
  Score: Raw -201029.734159 + Penalty 2413.047573 = -198616.686587
  nChanged 2
		SP:Iteration 38Q (32700.150000 sec): 3 clusters
  Score: Raw -201031.150913 + Penalty 2413.047573 = -198618.103340
  nChanged 0
		SP:Iteration 39F (32700.370000 sec): 3 clusters
  Score: Raw -201031.150913 + Penalty 2413.047573 = -198618.103340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32700.490000 sec): 2 clusters
  Score: Raw -295813.928531 + Penalty 1276.210782 = -294537.717749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32700.620000 sec): 3 clusters
  Score: Raw -294661.405133 + Penalty 2552.421564 = -292108.983568
  nChanged 961
		SP:Iteration 1F (32700.830000 sec): 3 clusters
  Score: Raw -295321.431012 + Penalty 2552.421564 = -292769.009448
  nChanged 241
		SP:Iteration 2F (32701.010000 sec): 3 clusters
  Score: Raw -295525.643319 + Penalty 2552.421564 = -292973.221754
  nChanged 138
		SP:Iteration 3F (32701.210000 sec): 3 clusters
  Score: Raw -295631.016507 + Penalty 2552.421564 = -293078.594943
  nChanged 113
		SP:Iteration 4Q (32701.390000 sec): 3 clusters
  Score: Raw -295716.438592 + Penalty 2552.421564 = -293164.017028
  nChanged 93
		SP:Iteration 5Q (32701.570000 sec): 3 clusters
  Score: Raw -295780.646733 + Penalty 2552.421564 = -293228.225169
  nChanged 75
		SP:Iteration 6Q (32701.740000 sec): 3 clusters
  Score: Raw -295827.674790 + Penalty 2552.421564 = -293275.253226
  nChanged 60
		SP:Iteration 7Q (32701.960000 sec): 3 clusters
  Score: Raw -295863.992051 + Penalty 2552.421564 = -293311.570486
  nChanged 56
		SP:Iteration 8Q (32702.130000 sec): 3 clusters
  Score: Raw -295891.704312 + Penalty 2552.421564 = -293339.282748
  nChanged 35
		SP:Iteration 9Q (32702.390000 sec): 3 clusters
  Score: Raw -295908.999228 + Penalty 2552.421564 = -293356.577664
  nChanged 23
		SP:Iteration 10Q (32702.520000 sec): 3 clusters
  Score: Raw -295922.468240 + Penalty 2552.421564 = -293370.046676
  nChanged 22
		SP:Iteration 11Q (32702.710000 sec): 3 clusters
  Score: Raw -295934.192322 + Penalty 2552.421564 = -293381.770758
  nChanged 28
		SP:Iteration 12Q (32702.850000 sec): 3 clusters
  Score: Raw -295946.845402 + Penalty 2552.421564 = -293394.423838
  nChanged 26
		SP:Iteration 13Q (32703.000000 sec): 3 clusters
  Score: Raw -295959.893981 + Penalty 2552.421564 = -293407.472417
  nChanged 25
		SP:Iteration 14Q (32703.160000 sec): 3 clusters
  Score: Raw -295975.615355 + Penalty 2552.421564 = -293423.193791
  nChanged 31
		SP:Iteration 15Q (32703.350000 sec): 3 clusters
  Score: Raw -295991.804203 + Penalty 2552.421564 = -293439.382639
  nChanged 28
		SP:Iteration 16Q (32703.550000 sec): 3 clusters
  Score: Raw -296007.147145 + Penalty 2552.421564 = -293454.725581
  nChanged 29
		SP:Iteration 17Q (32703.730000 sec): 3 clusters
  Score: Raw -296024.081836 + Penalty 2552.421564 = -293471.660272
  nChanged 30
		SP:Iteration 18Q (32703.920000 sec): 3 clusters
  Score: Raw -296038.422676 + Penalty 2552.421564 = -293486.001112
  nChanged 28
		SP:Iteration 19Q (32704.120000 sec): 3 clusters
  Score: Raw -296054.395489 + Penalty 2552.421564 = -293501.973925
  nChanged 27
		SP:Iteration 20F (32704.320000 sec): 3 clusters
  Score: Raw -296066.510407 + Penalty 2552.421564 = -293514.088843
  nChanged 22
		SP:Iteration 21Q (32704.500000 sec): 3 clusters
  Score: Raw -296079.176240 + Penalty 2552.421564 = -293526.754676
  nChanged 18
		SP:Iteration 22Q (32704.660000 sec): 3 clusters
  Score: Raw -296087.225978 + Penalty 2552.421564 = -293534.804414
  nChanged 19
		SP:Iteration 23Q (32704.840000 sec): 3 clusters
  Score: Raw -296095.129387 + Penalty 2552.421564 = -293542.707822
  nChanged 16
		SP:Iteration 24Q (32705.070000 sec): 3 clusters
  Score: Raw -296101.918313 + Penalty 2552.421564 = -293549.496748
  nChanged 23
		SP:Iteration 25Q (32705.240000 sec): 3 clusters
  Score: Raw -296109.220498 + Penalty 2552.421564 = -293556.798934
  nChanged 12
		SP:Iteration 26Q (32705.450000 sec): 3 clusters
  Score: Raw -296115.804098 + Penalty 2552.421564 = -293563.382534
  nChanged 20
		SP:Iteration 27Q (32705.610000 sec): 3 clusters
  Score: Raw -296124.325057 + Penalty 2552.421564 = -293571.903493
  nChanged 16
		SP:Iteration 28Q (32705.810000 sec): 3 clusters
  Score: Raw -296133.083001 + Penalty 2552.421564 = -293580.661437
  nChanged 20
		SP:Iteration 29Q (32705.990000 sec): 3 clusters
  Score: Raw -296144.493609 + Penalty 2552.421564 = -293592.072044
  nChanged 16
		SP:Iteration 30Q (32706.140000 sec): 3 clusters
  Score: Raw -296155.016274 + Penalty 2552.421564 = -293602.594710
  nChanged 18
		SP:Iteration 31Q (32706.380000 sec): 3 clusters
  Score: Raw -296165.005358 + Penalty 2552.421564 = -293612.583794
  nChanged 17
		SP:Iteration 32Q (32706.570000 sec): 3 clusters
  Score: Raw -296171.157179 + Penalty 2552.421564 = -293618.735614
  nChanged 5
		SP:Iteration 33Q (32706.720000 sec): 3 clusters
  Score: Raw -296172.493535 + Penalty 2552.421564 = -293620.071971
  nChanged 4
		SP:Iteration 34Q (32706.950000 sec): 3 clusters
  Score: Raw -296173.991468 + Penalty 2552.421564 = -293621.569903
  nChanged 5
		SP:Iteration 35Q (32707.150000 sec): 3 clusters
  Score: Raw -296175.872464 + Penalty 2552.421564 = -293623.450899
  nChanged 7
		SP:Iteration 36Q (32707.310000 sec): 3 clusters
  Score: Raw -296180.558490 + Penalty 2552.421564 = -293628.136925
  nChanged 13
		SP:Iteration 37Q (32707.470000 sec): 3 clusters
  Score: Raw -296187.242435 + Penalty 2552.421564 = -293634.820871
  nChanged 16
		SP:Iteration 38Q (32707.650000 sec): 3 clusters
  Score: Raw -296194.847082 + Penalty 2552.421564 = -293642.425518
  nChanged 9
		SP:Iteration 39Q (32707.820000 sec): 3 clusters
  Score: Raw -296198.732381 + Penalty 2552.421564 = -293646.310817
  nChanged 12
		SP:Iteration 40F (32707.970000 sec): 3 clusters
  Score: Raw -296204.380033 + Penalty 2552.421564 = -293651.958469
  nChanged 10
		SP:Iteration 41Q (32708.130000 sec): 3 clusters
  Score: Raw -296209.232324 + Penalty 2552.421564 = -293656.810759
  nChanged 10
		SP:Iteration 42Q (32708.270000 sec): 3 clusters
  Score: Raw -296213.858990 + Penalty 2552.421564 = -293661.437425
  nChanged 5
		SP:Iteration 43Q (32708.440000 sec): 3 clusters
  Score: Raw -296217.310006 + Penalty 2552.421564 = -293664.888441
  nChanged 7
		SP:Iteration 44Q (32708.610000 sec): 3 clusters
  Score: Raw -296220.407075 + Penalty 2552.421564 = -293667.985511
  nChanged 10
		SP:Iteration 45Q (32708.790000 sec): 3 clusters
  Score: Raw -296224.000636 + Penalty 2552.421564 = -293671.579072
  nChanged 8
		SP:Iteration 46Q (32709.010000 sec): 3 clusters
  Score: Raw -296226.296928 + Penalty 2552.421564 = -293673.875364
  nChanged 3
		SP:Iteration 47Q (32709.150000 sec): 3 clusters
  Score: Raw -296227.916290 + Penalty 2552.421564 = -293675.494725
  nChanged 7
		SP:Iteration 48Q (32709.350000 sec): 3 clusters
  Score: Raw -296231.437431 + Penalty 2552.421564 = -293679.015867
  nChanged 6
		SP:Iteration 49Q (32709.510000 sec): 3 clusters
  Score: Raw -296233.425391 + Penalty 2552.421564 = -293681.003827
  nChanged 2
		SP:Iteration 50Q (32709.700000 sec): 3 clusters
  Score: Raw -296233.818948 + Penalty 2552.421564 = -293681.397383
  nChanged 1
		SP:Iteration 51Q (32709.910000 sec): 3 clusters
  Score: Raw -296233.974920 + Penalty 2552.421564 = -293681.553356
  nChanged 0
		SP:Iteration 52F (32710.100000 sec): 3 clusters
  Score: Raw -296233.974920 + Penalty 2552.421564 = -293681.553356
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32710.190000 sec): 2 clusters
  Score: Raw -604811.863363 + Penalty 1384.854369 = -603427.008994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32710.380000 sec): 3 clusters
  Score: Raw -602208.443872 + Penalty 2769.708738 = -599438.735134
  nChanged 2087
		SP:Iteration 1F (32710.590000 sec): 3 clusters
  Score: Raw -603441.551397 + Penalty 2769.708738 = -600671.842659
  nChanged 390
		SP:Iteration 2F (32710.760000 sec): 3 clusters
  Score: Raw -603727.420321 + Penalty 2769.708738 = -600957.711583
  nChanged 331
		SP:Iteration 3F (32710.920000 sec): 3 clusters
  Score: Raw -603948.911501 + Penalty 2769.708738 = -601179.202763
  nChanged 266
		SP:Iteration 4F (32711.100000 sec): 3 clusters
  Score: Raw -604116.784646 + Penalty 2769.708738 = -601347.075908
  nChanged 236
		SP:Iteration 5Q (32711.340000 sec): 3 clusters
  Score: Raw -604270.802209 + Penalty 2769.708738 = -601501.093471
  nChanged 187
		SP:Iteration 6Q (32711.470000 sec): 3 clusters
  Score: Raw -604399.747252 + Penalty 2769.708738 = -601630.038513
  nChanged 187
		SP:Iteration 7Q (32711.660000 sec): 3 clusters
  Score: Raw -604523.363069 + Penalty 2769.708738 = -601753.654331
  nChanged 153
		SP:Iteration 8Q (32711.820000 sec): 3 clusters
  Score: Raw -604603.915038 + Penalty 2769.708738 = -601834.206300
  nChanged 138
		SP:Iteration 9Q (32712.000000 sec): 3 clusters
  Score: Raw -604669.202145 + Penalty 2769.708738 = -601899.493407
  nChanged 100
		SP:Iteration 10Q (32712.170000 sec): 3 clusters
  Score: Raw -604712.392910 + Penalty 2769.708738 = -601942.684172
  nChanged 80
		SP:Iteration 11Q (32712.370000 sec): 3 clusters
  Score: Raw -604746.015777 + Penalty 2769.708738 = -601976.307039
  nChanged 57
		SP:Iteration 12Q (32712.570000 sec): 3 clusters
  Score: Raw -604763.670534 + Penalty 2769.708738 = -601993.961796
  nChanged 47
		SP:Iteration 13Q (32712.730000 sec): 3 clusters
  Score: Raw -604775.957043 + Penalty 2769.708738 = -602006.248305
  nChanged 39
		SP:Iteration 14Q (32712.910000 sec): 3 clusters
  Score: Raw -604787.947195 + Penalty 2769.708738 = -602018.238457
  nChanged 36
		SP:Iteration 15Q (32713.150000 sec): 3 clusters
  Score: Raw -604797.646540 + Penalty 2769.708738 = -602027.937802
  nChanged 30
		SP:Iteration 16Q (32713.340000 sec): 3 clusters
  Score: Raw -604805.760975 + Penalty 2769.708738 = -602036.052236
  nChanged 22
		SP:Iteration 17Q (32713.520000 sec): 3 clusters
  Score: Raw -604813.262162 + Penalty 2769.708738 = -602043.553424
  nChanged 23
		SP:Iteration 18Q (32713.740000 sec): 3 clusters
  Score: Raw -604819.716813 + Penalty 2769.708738 = -602050.008075
  nChanged 18
		SP:Iteration 19Q (32713.880000 sec): 3 clusters
  Score: Raw -604823.549429 + Penalty 2769.708738 = -602053.840691
  nChanged 14
		SP:Iteration 20F (32714.080000 sec): 3 clusters
  Score: Raw -604826.214337 + Penalty 2769.708738 = -602056.505598
  nChanged 11
		SP:Iteration 21Q (32714.280000 sec): 3 clusters
  Score: Raw -604828.755568 + Penalty 2769.708738 = -602059.046830
  nChanged 9
		SP:Iteration 22Q (32714.450000 sec): 3 clusters
  Score: Raw -604830.683683 + Penalty 2769.708738 = -602060.974944
  nChanged 5
		SP:Iteration 23Q (32714.660000 sec): 3 clusters
  Score: Raw -604831.451754 + Penalty 2769.708738 = -602061.743016
  nChanged 4
		SP:Iteration 24Q (32714.860000 sec): 3 clusters
  Score: Raw -604832.345827 + Penalty 2769.708738 = -602062.637088
  nChanged 5
		SP:Iteration 25Q (32715.040000 sec): 3 clusters
  Score: Raw -604833.178940 + Penalty 2769.708738 = -602063.470202
  nChanged 5
		SP:Iteration 26Q (32715.250000 sec): 3 clusters
  Score: Raw -604834.450828 + Penalty 2769.708738 = -602064.742090
  nChanged 5
		SP:Iteration 27Q (32715.500000 sec): 3 clusters
  Score: Raw -604835.193926 + Penalty 2769.708738 = -602065.485188
  nChanged 5
		SP:Iteration 28Q (32715.700000 sec): 3 clusters
  Score: Raw -604836.074206 + Penalty 2769.708738 = -602066.365467
  nChanged 6
		SP:Iteration 29Q (32715.870000 sec): 3 clusters
  Score: Raw -604836.827210 + Penalty 2769.708738 = -602067.118472
  nChanged 3
		SP:Iteration 30Q (32716.060000 sec): 3 clusters
  Score: Raw -604837.158800 + Penalty 2769.708738 = -602067.450062
  nChanged 0
		SP:Iteration 31F (32716.270000 sec): 3 clusters
  Score: Raw -604837.158800 + Penalty 2769.708738 = -602067.450062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32716.400000 sec): 2 clusters
  Score: Raw -68941.775917 + Penalty 1028.579647 = -67913.196270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32716.540000 sec): 3 clusters
  Score: Raw -68819.567911 + Penalty 2057.159294 = -66762.408617
  nChanged 133
		SP:Iteration 1F (32716.710000 sec): 3 clusters
  Score: Raw -69002.961044 + Penalty 2057.159294 = -66945.801750
  nChanged 29
		SP:Iteration 2F (32716.870000 sec): 3 clusters
  Score: Raw -69033.924141 + Penalty 2057.159294 = -66976.764847
  nChanged 15
		SP:Iteration 3Q (32717.080000 sec): 3 clusters
  Score: Raw -69056.987156 + Penalty 2057.159294 = -66999.827862
  nChanged 8
		SP:Iteration 4Q (32717.230000 sec): 3 clusters
  Score: Raw -69069.914233 + Penalty 2057.159294 = -67012.754939
  nChanged 5
		SP:Iteration 5Q (32717.440000 sec): 3 clusters
  Score: Raw -69077.271596 + Penalty 2057.159294 = -67020.112301
  nChanged 3
		SP:Iteration 6Q (32717.580000 sec): 3 clusters
  Score: Raw -69080.289471 + Penalty 2057.159294 = -67023.130177
  nChanged 0
		SP:Iteration 7F (32717.780000 sec): 3 clusters
  Score: Raw -69080.289471 + Penalty 2057.159294 = -67023.130177
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32717.880000 sec): 2 clusters
  Score: Raw -51575.278682 + Penalty 1019.342514 = -50555.936168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32718.030000 sec): 3 clusters
  Score: Raw -51553.864858 + Penalty 2038.685027 = -49515.179831
  nChanged 144
		SP:Iteration 1F (32718.210000 sec): 3 clusters
  Score: Raw -51773.087522 + Penalty 2038.685027 = -49734.402495
  nChanged 43
		SP:Iteration 2F (32718.370000 sec): 3 clusters
  Score: Raw -51850.140013 + Penalty 2038.685027 = -49811.454986
  nChanged 12
		SP:Iteration 3Q (32718.560000 sec): 3 clusters
  Score: Raw -51871.624472 + Penalty 2038.685027 = -49832.939445
  nChanged 7
		SP:Iteration 4Q (32718.730000 sec): 3 clusters
  Score: Raw -51883.786717 + Penalty 2038.685027 = -49845.101690
  nChanged 6
		SP:Iteration 5Q (32718.900000 sec): 3 clusters
  Score: Raw -51896.083039 + Penalty 2038.685027 = -49857.398012
  nChanged 7
		SP:Iteration 6Q (32719.090000 sec): 3 clusters
  Score: Raw -51906.886621 + Penalty 2038.685027 = -49868.201594
  nChanged 4
		SP:Iteration 7Q (32719.250000 sec): 3 clusters
  Score: Raw -51919.389237 + Penalty 2038.685027 = -49880.704210
  nChanged 2
		SP:Iteration 8Q (32719.430000 sec): 3 clusters
  Score: Raw -51926.451700 + Penalty 2038.685027 = -49887.766673
  nChanged 1
		SP:Iteration 9Q (32719.580000 sec): 3 clusters
  Score: Raw -51927.372485 + Penalty 2038.685027 = -49888.687458
  nChanged 0
		SP:Iteration 10F (32719.780000 sec): 3 clusters
  Score: Raw -51927.372485 + Penalty 2038.685027 = -49888.687458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32719.890000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32720.110000 sec): 3 clusters
  Score: Raw -147228.905994 + Penalty 2322.956763 = -144905.949231
  nChanged 424
		SP:Iteration 1F (32720.260000 sec): 3 clusters
  Score: Raw -147592.206475 + Penalty 2322.956763 = -145269.249711
  nChanged 103
		SP:Iteration 2F (32720.440000 sec): 3 clusters
  Score: Raw -147726.448317 + Penalty 2322.956763 = -145403.491554
  nChanged 61
		SP:Iteration 3Q (32720.630000 sec): 3 clusters
  Score: Raw -147803.452295 + Penalty 2322.956763 = -145480.495532
  nChanged 45
		SP:Iteration 4Q (32720.810000 sec): 3 clusters
  Score: Raw -147849.503952 + Penalty 2322.956763 = -145526.547189
  nChanged 32
		SP:Iteration 5Q (32721.010000 sec): 3 clusters
  Score: Raw -147877.286261 + Penalty 2322.956763 = -145554.329498
  nChanged 24
		SP:Iteration 6Q (32721.170000 sec): 3 clusters
  Score: Raw -147899.327805 + Penalty 2322.956763 = -145576.371042
  nChanged 24
		SP:Iteration 7Q (32721.360000 sec): 3 clusters
  Score: Raw -147923.888777 + Penalty 2322.956763 = -145600.932014
  nChanged 27
		SP:Iteration 8Q (32721.560000 sec): 3 clusters
  Score: Raw -147940.832498 + Penalty 2322.956763 = -145617.875734
  nChanged 14
		SP:Iteration 9Q (32721.720000 sec): 3 clusters
  Score: Raw -147950.829724 + Penalty 2322.956763 = -145627.872961
  nChanged 16
		SP:Iteration 10Q (32721.900000 sec): 3 clusters
  Score: Raw -147962.421375 + Penalty 2322.956763 = -145639.464612
  nChanged 16
		SP:Iteration 11Q (32722.090000 sec): 3 clusters
  Score: Raw -147975.612442 + Penalty 2322.956763 = -145652.655679
  nChanged 13
		SP:Iteration 12Q (32722.250000 sec): 3 clusters
  Score: Raw -147986.943733 + Penalty 2322.956763 = -145663.986970
  nChanged 11
		SP:Iteration 13Q (32722.440000 sec): 3 clusters
  Score: Raw -147995.606801 + Penalty 2322.956763 = -145672.650038
  nChanged 11
		SP:Iteration 14Q (32722.590000 sec): 3 clusters
  Score: Raw -148003.322751 + Penalty 2322.956763 = -145680.365988
  nChanged 9
		SP:Iteration 15Q (32722.780000 sec): 3 clusters
  Score: Raw -148007.677509 + Penalty 2322.956763 = -145684.720746
  nChanged 3
		SP:Iteration 16Q (32722.970000 sec): 3 clusters
  Score: Raw -148008.758928 + Penalty 2322.956763 = -145685.802165
  nChanged 0
		SP:Iteration 17F (32723.160000 sec): 3 clusters
  Score: Raw -148008.758928 + Penalty 2322.956763 = -145685.802165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32723.240000 sec): 2 clusters
  Score: Raw -97769.556551 + Penalty 1112.628260 = -96656.928291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32723.410000 sec): 3 clusters
  Score: Raw -97497.521189 + Penalty 2225.256520 = -95272.264668
  nChanged 270
		SP:Iteration 1F (32723.600000 sec): 3 clusters
  Score: Raw -97756.608427 + Penalty 2225.256520 = -95531.351907
  nChanged 66
		SP:Iteration 2F (32723.790000 sec): 3 clusters
  Score: Raw -97839.491073 + Penalty 2225.256520 = -95614.234552
  nChanged 50
		SP:Iteration 3F (32723.910000 sec): 3 clusters
  Score: Raw -97898.745482 + Penalty 2225.256520 = -95673.488962
  nChanged 35
		SP:Iteration 4Q (32724.110000 sec): 3 clusters
  Score: Raw -97939.612805 + Penalty 2225.256520 = -95714.356284
  nChanged 23
		SP:Iteration 5Q (32724.200000 sec): 3 clusters
  Score: Raw -97964.874322 + Penalty 2225.256520 = -95739.617801
  nChanged 21
		SP:Iteration 6Q (32724.350000 sec): 3 clusters
  Score: Raw -98013.178360 + Penalty 2225.256520 = -95787.921839
  nChanged 22
		SP:Iteration 7Q (32724.500000 sec): 3 clusters
  Score: Raw -98043.920735 + Penalty 2225.256520 = -95818.664215
  nChanged 24
		SP:Iteration 8Q (32724.670000 sec): 3 clusters
  Score: Raw -98074.740991 + Penalty 2225.256520 = -95849.484471
  nChanged 16
		SP:Iteration 9Q (32724.840000 sec): 3 clusters
  Score: Raw -98097.588806 + Penalty 2225.256520 = -95872.332286
  nChanged 12
		SP:Iteration 10Q (32725.030000 sec): 3 clusters
  Score: Raw -98112.582578 + Penalty 2225.256520 = -95887.326058
  nChanged 9
		SP:Iteration 11Q (32725.220000 sec): 3 clusters
  Score: Raw -98121.411476 + Penalty 2225.256520 = -95896.154956
  nChanged 7
		SP:Iteration 12Q (32725.370000 sec): 3 clusters
  Score: Raw -98129.978757 + Penalty 2225.256520 = -95904.722237
  nChanged 7
		SP:Iteration 13Q (32725.560000 sec): 3 clusters
  Score: Raw -98142.498355 + Penalty 2225.256520 = -95917.241835
  nChanged 8
		SP:Iteration 14Q (32725.780000 sec): 3 clusters
  Score: Raw -98152.858093 + Penalty 2225.256520 = -95927.601572
  nChanged 11
		SP:Iteration 15Q (32725.920000 sec): 3 clusters
  Score: Raw -98160.438414 + Penalty 2225.256520 = -95935.181893
  nChanged 5
		SP:Iteration 16Q (32726.090000 sec): 3 clusters
  Score: Raw -98166.620334 + Penalty 2225.256520 = -95941.363814
  nChanged 3
		SP:Iteration 17Q (32726.250000 sec): 3 clusters
  Score: Raw -98170.545700 + Penalty 2225.256520 = -95945.289180
  nChanged 2
		SP:Iteration 18Q (32726.460000 sec): 3 clusters
  Score: Raw -98174.450241 + Penalty 2225.256520 = -95949.193720
  nChanged 2
		SP:Iteration 19Q (32726.630000 sec): 3 clusters
  Score: Raw -98176.413353 + Penalty 2225.256520 = -95951.156833
  nChanged 5
		SP:Iteration 20F (32726.800000 sec): 3 clusters
  Score: Raw -98180.713080 + Penalty 2225.256520 = -95955.456560
  nChanged 2
		SP:Iteration 21Q (32726.950000 sec): 3 clusters
  Score: Raw -98185.696358 + Penalty 2225.256520 = -95960.439838
  nChanged 3
		SP:Iteration 22Q (32727.170000 sec): 3 clusters
  Score: Raw -98187.905846 + Penalty 2225.256520 = -95962.649325
  nChanged 3
		SP:Iteration 23Q (32727.380000 sec): 3 clusters
  Score: Raw -98192.203368 + Penalty 2225.256520 = -95966.946847
  nChanged 5
		SP:Iteration 24Q (32727.540000 sec): 3 clusters
  Score: Raw -98197.611136 + Penalty 2225.256520 = -95972.354616
  nChanged 3
		SP:Iteration 25Q (32727.710000 sec): 3 clusters
  Score: Raw -98200.223332 + Penalty 2225.256520 = -95974.966812
  nChanged 3
		SP:Iteration 26Q (32727.890000 sec): 3 clusters
  Score: Raw -98203.162427 + Penalty 2225.256520 = -95977.905907
  nChanged 4
		SP:Iteration 27Q (32728.050000 sec): 3 clusters
  Score: Raw -98209.345567 + Penalty 2225.256520 = -95984.089047
  nChanged 3
		SP:Iteration 28Q (32728.190000 sec): 3 clusters
  Score: Raw -98213.231421 + Penalty 2225.256520 = -95987.974901
  nChanged 4
		SP:Iteration 29Q (32728.380000 sec): 3 clusters
  Score: Raw -98217.944928 + Penalty 2225.256520 = -95992.688407
  nChanged 4
		SP:Iteration 30Q (32728.530000 sec): 3 clusters
  Score: Raw -98222.647804 + Penalty 2225.256520 = -95997.391283
  nChanged 8
		SP:Iteration 31Q (32728.720000 sec): 3 clusters
  Score: Raw -98232.552576 + Penalty 2225.256520 = -96007.296055
  nChanged 5
		SP:Iteration 32Q (32728.930000 sec): 3 clusters
  Score: Raw -98240.432184 + Penalty 2225.256520 = -96015.175664
  nChanged 8
		SP:Iteration 33Q (32729.110000 sec): 3 clusters
  Score: Raw -98255.856811 + Penalty 2225.256520 = -96030.600290
  nChanged 11
		SP:Iteration 34Q (32729.310000 sec): 3 clusters
  Score: Raw -98269.976854 + Penalty 2225.256520 = -96044.720333
  nChanged 8
		SP:Iteration 35Q (32729.450000 sec): 3 clusters
  Score: Raw -98280.671747 + Penalty 2225.256520 = -96055.415227
  nChanged 6
		SP:Iteration 36Q (32729.670000 sec): 3 clusters
  Score: Raw -98288.508340 + Penalty 2225.256520 = -96063.251820
  nChanged 0
		SP:Iteration 37F (32729.850000 sec): 3 clusters
  Score: Raw -98288.508340 + Penalty 2225.256520 = -96063.251820
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32729.940000 sec): 2 clusters
  Score: Raw -265353.156362 + Penalty 1254.286393 = -264098.869969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32730.110000 sec): 3 clusters
  Score: Raw -264375.027855 + Penalty 2508.572786 = -261866.455069
  nChanged 803
		SP:Iteration 1F (32730.290000 sec): 3 clusters
  Score: Raw -264864.117413 + Penalty 2508.572786 = -262355.544627
  nChanged 177
		SP:Iteration 2F (32730.450000 sec): 3 clusters
  Score: Raw -265010.563803 + Penalty 2508.572786 = -262501.991017
  nChanged 129
		SP:Iteration 3F (32730.620000 sec): 3 clusters
  Score: Raw -265145.004713 + Penalty 2508.572786 = -262636.431927
  nChanged 117
		SP:Iteration 4F (32730.850000 sec): 3 clusters
  Score: Raw -265248.810098 + Penalty 2508.572786 = -262740.237312
  nChanged 103
		SP:Iteration 5Q (32731.020000 sec): 3 clusters
  Score: Raw -265346.909949 + Penalty 2508.572786 = -262838.337163
  nChanged 108
		SP:Iteration 6Q (32731.190000 sec): 3 clusters
  Score: Raw -265445.278100 + Penalty 2508.572786 = -262936.705314
  nChanged 96
		SP:Iteration 7Q (32731.390000 sec): 3 clusters
  Score: Raw -265528.717619 + Penalty 2508.572786 = -263020.144833
  nChanged 74
		SP:Iteration 8Q (32731.530000 sec): 3 clusters
  Score: Raw -265591.911734 + Penalty 2508.572786 = -263083.338948
  nChanged 64
		SP:Iteration 9Q (32731.690000 sec): 3 clusters
  Score: Raw -265647.292748 + Penalty 2508.572786 = -263138.719962
  nChanged 54
		SP:Iteration 10Q (32731.900000 sec): 3 clusters
  Score: Raw -265698.046503 + Penalty 2508.572786 = -263189.473717
  nChanged 43
		SP:Iteration 11Q (32732.070000 sec): 3 clusters
  Score: Raw -265747.434765 + Penalty 2508.572786 = -263238.861979
  nChanged 44
		SP:Iteration 12Q (32732.280000 sec): 3 clusters
  Score: Raw -265797.607957 + Penalty 2508.572786 = -263289.035171
  nChanged 32
		SP:Iteration 13Q (32732.420000 sec): 3 clusters
  Score: Raw -265827.298484 + Penalty 2508.572786 = -263318.725698
  nChanged 21
		SP:Iteration 14Q (32732.610000 sec): 3 clusters
  Score: Raw -265845.511154 + Penalty 2508.572786 = -263336.938368
  nChanged 16
		SP:Iteration 15Q (32732.780000 sec): 3 clusters
  Score: Raw -265858.625535 + Penalty 2508.572786 = -263350.052749
  nChanged 15
		SP:Iteration 16Q (32732.960000 sec): 3 clusters
  Score: Raw -265875.907693 + Penalty 2508.572786 = -263367.334907
  nChanged 24
		SP:Iteration 17Q (32733.150000 sec): 3 clusters
  Score: Raw -265894.254379 + Penalty 2508.572786 = -263385.681593
  nChanged 19
		SP:Iteration 18Q (32733.330000 sec): 3 clusters
  Score: Raw -265912.643383 + Penalty 2508.572786 = -263404.070597
  nChanged 21
		SP:Iteration 19Q (32733.490000 sec): 3 clusters
  Score: Raw -265929.192496 + Penalty 2508.572786 = -263420.619710
  nChanged 20
		SP:Iteration 20F (32733.700000 sec): 3 clusters
  Score: Raw -265942.548956 + Penalty 2508.572786 = -263433.976170
  nChanged 11
		SP:Iteration 21Q (32733.890000 sec): 3 clusters
  Score: Raw -265950.237162 + Penalty 2508.572786 = -263441.664376
  nChanged 9
		SP:Iteration 22Q (32734.050000 sec): 3 clusters
  Score: Raw -265962.114367 + Penalty 2508.572786 = -263453.541581
  nChanged 13
		SP:Iteration 23Q (32734.250000 sec): 3 clusters
  Score: Raw -265972.398497 + Penalty 2508.572786 = -263463.825711
  nChanged 8
		SP:Iteration 24Q (32734.470000 sec): 3 clusters
  Score: Raw -265975.934896 + Penalty 2508.572786 = -263467.362110
  nChanged 4
		SP:Iteration 25Q (32734.670000 sec): 3 clusters
  Score: Raw -265977.008131 + Penalty 2508.572786 = -263468.435345
  nChanged 2
		SP:Iteration 26Q (32734.820000 sec): 3 clusters
  Score: Raw -265977.824181 + Penalty 2508.572786 = -263469.251395
  nChanged 1
		SP:Iteration 27Q (32734.950000 sec): 3 clusters
  Score: Raw -265978.367977 + Penalty 2508.572786 = -263469.795191
  nChanged 0
		SP:Iteration 28F (32735.100000 sec): 3 clusters
  Score: Raw -265978.367977 + Penalty 2508.572786 = -263469.795191
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32735.210000 sec): 2 clusters
  Score: Raw -20689.454015 + Penalty 866.566804 = -19822.887211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32735.400000 sec): 3 clusters
  Score: Raw -20871.580315 + Penalty 1733.133608 = -19138.446707
  nChanged 28
		SP:Iteration 1F (32735.580000 sec): 3 clusters
  Score: Raw -21008.728294 + Penalty 1733.133608 = -19275.594686
  nChanged 12
		SP:Iteration 2F (32735.680000 sec): 3 clusters
  Score: Raw -21120.212714 + Penalty 1733.133608 = -19387.079106
  nChanged 6
		SP:Iteration 3Q (32735.830000 sec): 3 clusters
  Score: Raw -21150.703997 + Penalty 1733.133608 = -19417.570389
  nChanged 4
		SP:Iteration 4Q (32735.980000 sec): 3 clusters
  Score: Raw -21170.858682 + Penalty 1733.133608 = -19437.725074
  nChanged 3
		SP:Iteration 5Q (32736.080000 sec): 3 clusters
  Score: Raw -21190.400534 + Penalty 1733.133608 = -19457.266926
  nChanged 2
		SP:Iteration 6Q (32736.240000 sec): 3 clusters
  Score: Raw -21201.024558 + Penalty 1733.133608 = -19467.890950
  nChanged 0
		SP:Iteration 7F (32736.400000 sec): 3 clusters
  Score: Raw -21201.024558 + Penalty 1733.133608 = -19467.890950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32736.460000 sec): 2 clusters
  Score: Raw -54190.519281 + Penalty 1025.065997 = -53165.453285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32736.650000 sec): 3 clusters
  Score: Raw -54131.455494 + Penalty 2050.131993 = -52081.323500
  nChanged 144
		SP:Iteration 1F (32736.850000 sec): 3 clusters
  Score: Raw -54356.245384 + Penalty 2050.131993 = -52306.113390
  nChanged 43
		SP:Iteration 2F (32737.010000 sec): 3 clusters
  Score: Raw -54417.068796 + Penalty 2050.131993 = -52366.936802
  nChanged 18
		SP:Iteration 3Q (32737.140000 sec): 3 clusters
  Score: Raw -54460.512862 + Penalty 2050.131993 = -52410.380868
  nChanged 10
		SP:Iteration 4Q (32737.330000 sec): 3 clusters
  Score: Raw -54480.861281 + Penalty 2050.131993 = -52430.729287
  nChanged 9
		SP:Iteration 5Q (32737.500000 sec): 3 clusters
  Score: Raw -54498.743244 + Penalty 2050.131993 = -52448.611250
  nChanged 8
		SP:Iteration 6Q (32737.680000 sec): 3 clusters
  Score: Raw -54515.326588 + Penalty 2050.131993 = -52465.194594
  nChanged 6
		SP:Iteration 7Q (32737.840000 sec): 3 clusters
  Score: Raw -54532.867681 + Penalty 2050.131993 = -52482.735687
  nChanged 10
		SP:Iteration 8Q (32737.970000 sec): 3 clusters
  Score: Raw -54546.514673 + Penalty 2050.131993 = -52496.382679
  nChanged 2
		SP:Iteration 9Q (32738.110000 sec): 3 clusters
  Score: Raw -54547.508947 + Penalty 2050.131993 = -52497.376954
  nChanged 2
		SP:Iteration 10Q (32738.280000 sec): 3 clusters
  Score: Raw -54550.051221 + Penalty 2050.131993 = -52499.919227
  nChanged 1
		SP:Iteration 11Q (32738.500000 sec): 3 clusters
  Score: Raw -54550.677047 + Penalty 2050.131993 = -52500.545054
  nChanged 0
		SP:Iteration 12F (32738.630000 sec): 3 clusters
  Score: Raw -54550.677047 + Penalty 2050.131993 = -52500.545054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32738.740000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32738.920000 sec): 3 clusters
  Score: Raw -299099.656424 + Penalty 2551.789883 = -296547.866541
  nChanged 927
		SP:Iteration 1F (32739.080000 sec): 3 clusters
  Score: Raw -299710.570196 + Penalty 2551.789883 = -297158.780314
  nChanged 250
		SP:Iteration 2F (32739.220000 sec): 3 clusters
  Score: Raw -299947.162454 + Penalty 2551.789883 = -297395.372571
  nChanged 193
		SP:Iteration 3F (32739.390000 sec): 3 clusters
  Score: Raw -300164.901853 + Penalty 2551.789883 = -297613.111970
  nChanged 190
		SP:Iteration 4F (32739.530000 sec): 3 clusters
  Score: Raw -300423.371908 + Penalty 2551.789883 = -297871.582026
  nChanged 181
		SP:Iteration 5F (32739.730000 sec): 3 clusters
  Score: Raw -300620.943143 + Penalty 2551.789883 = -298069.153260
  nChanged 128
		SP:Iteration 6Q (32739.920000 sec): 3 clusters
  Score: Raw -300732.403696 + Penalty 2551.789883 = -298180.613813
  nChanged 97
		SP:Iteration 7Q (32740.070000 sec): 3 clusters
  Score: Raw -300815.603951 + Penalty 2551.789883 = -298263.814068
  nChanged 79
		SP:Iteration 8Q (32740.190000 sec): 3 clusters
  Score: Raw -300866.750449 + Penalty 2551.789883 = -298314.960566
  nChanged 48
		SP:Iteration 9Q (32740.310000 sec): 3 clusters
  Score: Raw -300896.624564 + Penalty 2551.789883 = -298344.834681
  nChanged 31
		SP:Iteration 10Q (32740.470000 sec): 3 clusters
  Score: Raw -300914.151758 + Penalty 2551.789883 = -298362.361875
  nChanged 21
		SP:Iteration 11Q (32740.650000 sec): 3 clusters
  Score: Raw -300923.753495 + Penalty 2551.789883 = -298371.963612
  nChanged 13
		SP:Iteration 12Q (32740.820000 sec): 3 clusters
  Score: Raw -300930.340591 + Penalty 2551.789883 = -298378.550708
  nChanged 9
		SP:Iteration 13Q (32740.990000 sec): 3 clusters
  Score: Raw -300935.406691 + Penalty 2551.789883 = -298383.616808
  nChanged 8
		SP:Iteration 14Q (32741.170000 sec): 3 clusters
  Score: Raw -300940.365784 + Penalty 2551.789883 = -298388.575901
  nChanged 4
		SP:Iteration 15Q (32741.350000 sec): 3 clusters
  Score: Raw -300942.190700 + Penalty 2551.789883 = -298390.400817
  nChanged 6
		SP:Iteration 16Q (32741.530000 sec): 3 clusters
  Score: Raw -300945.086850 + Penalty 2551.789883 = -298393.296967
  nChanged 2
		SP:Iteration 17Q (32741.750000 sec): 3 clusters
  Score: Raw -300945.685457 + Penalty 2551.789883 = -298393.895574
  nChanged 1
		SP:Iteration 18Q (32741.880000 sec): 3 clusters
  Score: Raw -300945.856458 + Penalty 2551.789883 = -298394.066576
  nChanged 1
		SP:Iteration 19Q (32742.080000 sec): 3 clusters
  Score: Raw -300946.740927 + Penalty 2551.789883 = -298394.951044
  nChanged 1
		SP:Iteration 20F (32742.250000 sec): 3 clusters
  Score: Raw -300947.360583 + Penalty 2551.789883 = -298395.570700
  nChanged 1
		SP:Iteration 21Q (32742.440000 sec): 3 clusters
  Score: Raw -300947.611263 + Penalty 2551.789883 = -298395.821380
  nChanged 0
		SP:Iteration 22F (32742.610000 sec): 3 clusters
  Score: Raw -300947.611263 + Penalty 2551.789883 = -298395.821380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32742.750000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32742.900000 sec): 3 clusters
  Score: Raw -78696.151296 + Penalty 2126.771350 = -76569.379946
  nChanged 195
		SP:Iteration 1F (32743.110000 sec): 3 clusters
  Score: Raw -78934.891943 + Penalty 2126.771350 = -76808.120593
  nChanged 56
		SP:Iteration 2F (32743.270000 sec): 3 clusters
  Score: Raw -79032.330517 + Penalty 2126.771350 = -76905.559167
  nChanged 38
		SP:Iteration 3F (32743.460000 sec): 3 clusters
  Score: Raw -79097.499734 + Penalty 2126.771350 = -76970.728384
  nChanged 26
		SP:Iteration 4Q (32743.600000 sec): 3 clusters
  Score: Raw -79143.009446 + Penalty 2126.771350 = -77016.238096
  nChanged 20
		SP:Iteration 5Q (32743.750000 sec): 3 clusters
  Score: Raw -79180.296638 + Penalty 2126.771350 = -77053.525289
  nChanged 15
		SP:Iteration 6Q (32743.900000 sec): 3 clusters
  Score: Raw -79207.006407 + Penalty 2126.771350 = -77080.235057
  nChanged 16
		SP:Iteration 7Q (32744.090000 sec): 3 clusters
  Score: Raw -79233.196448 + Penalty 2126.771350 = -77106.425098
  nChanged 8
		SP:Iteration 8Q (32744.260000 sec): 3 clusters
  Score: Raw -79244.846777 + Penalty 2126.771350 = -77118.075427
  nChanged 5
		SP:Iteration 9Q (32744.400000 sec): 3 clusters
  Score: Raw -79251.616896 + Penalty 2126.771350 = -77124.845546
  nChanged 4
		SP:Iteration 10Q (32744.590000 sec): 3 clusters
  Score: Raw -79256.505822 + Penalty 2126.771350 = -77129.734472
  nChanged 2
		SP:Iteration 11Q (32744.780000 sec): 3 clusters
  Score: Raw -79259.130050 + Penalty 2126.771350 = -77132.358700
  nChanged 0
		SP:Iteration 12F (32744.940000 sec): 3 clusters
  Score: Raw -79259.130050 + Penalty 2126.771350 = -77132.358700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32745.010000 sec): 2 clusters
  Score: Raw -23029.866504 + Penalty 887.182646 = -22142.683858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32745.230000 sec): 3 clusters
  Score: Raw -23189.853514 + Penalty 1774.365292 = -21415.488222
  nChanged 58
		SP:Iteration 1F (32745.380000 sec): 3 clusters
  Score: Raw -23400.697335 + Penalty 1774.365292 = -21626.332043
  nChanged 27
		SP:Iteration 2F (32745.560000 sec): 3 clusters
  Score: Raw -23557.426969 + Penalty 1774.365292 = -21783.061677
  nChanged 11
		SP:Iteration 3Q (32745.730000 sec): 3 clusters
  Score: Raw -23640.613697 + Penalty 1774.365292 = -21866.248405
  nChanged 9
		SP:Iteration 4Q (32745.890000 sec): 3 clusters
  Score: Raw -23747.864419 + Penalty 1774.365292 = -21973.499127
  nChanged 5
		SP:Iteration 5Q (32746.050000 sec): 3 clusters
  Score: Raw -23889.844237 + Penalty 1774.365292 = -22115.478945
  nChanged 5
		SP:Iteration 6Q (32746.200000 sec): 3 clusters
  Score: Raw -23944.435161 + Penalty 1774.365292 = -22170.069869
  nChanged 1
		SP:Iteration 7Q (32746.410000 sec): 3 clusters
  Score: Raw -23946.165430 + Penalty 1774.365292 = -22171.800138
  nChanged 1
		SP:Iteration 8Q (32746.580000 sec): 3 clusters
  Score: Raw -23948.771717 + Penalty 1774.365292 = -22174.406425
  nChanged 0
		SP:Iteration 9F (32746.790000 sec): 3 clusters
  Score: Raw -23948.771717 + Penalty 1774.365292 = -22174.406425
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 117.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32746.840000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32747.010000 sec): 3 clusters
  Score: Raw -47244.841070 + Penalty 1960.753022 = -45284.088048
  nChanged 99
		SP:Iteration 1F (32747.180000 sec): 3 clusters
  Score: Raw -47403.721145 + Penalty 1960.753022 = -45442.968123
  nChanged 17
		SP:Iteration 2Q (32747.370000 sec): 3 clusters
  Score: Raw -47430.607760 + Penalty 1960.753022 = -45469.854738
  nChanged 11
		SP:Iteration 3Q (32747.520000 sec): 3 clusters
  Score: Raw -47447.150868 + Penalty 1960.753022 = -45486.397846
  nChanged 5
		SP:Iteration 4Q (32747.650000 sec): 3 clusters
  Score: Raw -47461.127718 + Penalty 1960.753022 = -45500.374696
  nChanged 8
		SP:Iteration 5Q (32747.860000 sec): 3 clusters
  Score: Raw -47480.583828 + Penalty 1960.753022 = -45519.830806
  nChanged 4
		SP:Iteration 6Q (32748.060000 sec): 3 clusters
  Score: Raw -47486.035753 + Penalty 1960.753022 = -45525.282731
  nChanged 2
		SP:Iteration 7Q (32748.220000 sec): 3 clusters
  Score: Raw -47490.722846 + Penalty 1960.753022 = -45529.969824
  nChanged 2
		SP:Iteration 8Q (32748.360000 sec): 3 clusters
  Score: Raw -47496.646639 + Penalty 1960.753022 = -45535.893617
  nChanged 4
		SP:Iteration 9Q (32748.560000 sec): 3 clusters
  Score: Raw -47501.936768 + Penalty 1960.753022 = -45541.183746
  nChanged 1
		SP:Iteration 10Q (32748.750000 sec): 3 clusters
  Score: Raw -47505.526782 + Penalty 1960.753022 = -45544.773760
  nChanged 1
		SP:Iteration 11Q (32748.910000 sec): 3 clusters
  Score: Raw -47507.202908 + Penalty 1960.753022 = -45546.449885
  nChanged 1
		SP:Iteration 12Q (32749.120000 sec): 3 clusters
  Score: Raw -47508.221560 + Penalty 1960.753022 = -45547.468538
  nChanged 0
		SP:Iteration 13F (32749.280000 sec): 3 clusters
  Score: Raw -47508.221560 + Penalty 1960.753022 = -45547.468538
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32749.380000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32749.600000 sec): 3 clusters
  Score: Raw -45923.617690 + Penalty 1944.779291 = -43978.838399
  nChanged 77
		SP:Iteration 1F (32749.790000 sec): 3 clusters
  Score: Raw -46058.333427 + Penalty 1944.779291 = -44113.554136
  nChanged 15
		SP:Iteration 2Q (32749.970000 sec): 3 clusters
  Score: Raw -46086.475279 + Penalty 1944.779291 = -44141.695988
  nChanged 10
		SP:Iteration 3Q (32750.100000 sec): 3 clusters
  Score: Raw -46112.124477 + Penalty 1944.779291 = -44167.345186
  nChanged 8
		SP:Iteration 4Q (32750.290000 sec): 3 clusters
  Score: Raw -46130.462641 + Penalty 1944.779291 = -44185.683350
  nChanged 6
		SP:Iteration 5Q (32750.460000 sec): 3 clusters
  Score: Raw -46144.091370 + Penalty 1944.779291 = -44199.312079
  nChanged 1
		SP:Iteration 6Q (32750.670000 sec): 3 clusters
  Score: Raw -46150.081707 + Penalty 1944.779291 = -44205.302416
  nChanged 2
		SP:Iteration 7Q (32750.840000 sec): 3 clusters
  Score: Raw -46156.608521 + Penalty 1944.779291 = -44211.829229
  nChanged 1
		SP:Iteration 8Q (32751.000000 sec): 3 clusters
  Score: Raw -46160.869641 + Penalty 1944.779291 = -44216.090350
  nChanged 1
		SP:Iteration 9Q (32751.140000 sec): 3 clusters
  Score: Raw -46166.375524 + Penalty 1944.779291 = -44221.596232
  nChanged 1
		SP:Iteration 10Q (32751.330000 sec): 3 clusters
  Score: Raw -46166.884308 + Penalty 1944.779291 = -44222.105016
  nChanged 0
		SP:Iteration 11F (32751.540000 sec): 3 clusters
  Score: Raw -46166.884308 + Penalty 1944.779291 = -44222.105016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32751.610000 sec): 2 clusters
  Score: Raw -106448.246921 + Penalty 1107.897468 = -105340.349453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32751.800000 sec): 3 clusters
  Score: Raw -106183.457336 + Penalty 2215.794936 = -103967.662400
  nChanged 252
		SP:Iteration 1F (32751.980000 sec): 3 clusters
  Score: Raw -106434.151515 + Penalty 2215.794936 = -104218.356579
  nChanged 61
		SP:Iteration 2F (32752.180000 sec): 3 clusters
  Score: Raw -106503.432138 + Penalty 2215.794936 = -104287.637203
  nChanged 28
		SP:Iteration 3Q (32752.320000 sec): 3 clusters
  Score: Raw -106535.273550 + Penalty 2215.794936 = -104319.478614
  nChanged 23
		SP:Iteration 4Q (32752.470000 sec): 3 clusters
  Score: Raw -106563.763631 + Penalty 2215.794936 = -104347.968695
  nChanged 14
		SP:Iteration 5Q (32752.670000 sec): 3 clusters
  Score: Raw -106578.318660 + Penalty 2215.794936 = -104362.523724
  nChanged 9
		SP:Iteration 6Q (32752.830000 sec): 3 clusters
  Score: Raw -106586.836699 + Penalty 2215.794936 = -104371.041763
  nChanged 3
		SP:Iteration 7Q (32752.960000 sec): 3 clusters
  Score: Raw -106589.786802 + Penalty 2215.794936 = -104373.991866
  nChanged 1
		SP:Iteration 8Q (32753.120000 sec): 3 clusters
  Score: Raw -106591.103773 + Penalty 2215.794936 = -104375.308837
  nChanged 2
		SP:Iteration 9Q (32753.300000 sec): 3 clusters
  Score: Raw -106593.846894 + Penalty 2215.794936 = -104378.051958
  nChanged 1
		SP:Iteration 10Q (32753.450000 sec): 3 clusters
  Score: Raw -106595.463269 + Penalty 2215.794936 = -104379.668333
  nChanged 3
		SP:Iteration 11Q (32753.640000 sec): 3 clusters
  Score: Raw -106598.053326 + Penalty 2215.794936 = -104382.258390
  nChanged 0
		SP:Iteration 12F (32753.810000 sec): 3 clusters
  Score: Raw -106598.053326 + Penalty 2215.794936 = -104382.258390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32753.910000 sec): 2 clusters
  Score: Raw -240904.415068 + Penalty 1246.747524 = -239657.667544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32754.100000 sec): 3 clusters
  Score: Raw -240029.864773 + Penalty 2493.495048 = -237536.369725
  nChanged 766
		SP:Iteration 1F (32754.290000 sec): 3 clusters
  Score: Raw -240635.338370 + Penalty 2493.495048 = -238141.843322
  nChanged 208
		SP:Iteration 2F (32754.500000 sec): 3 clusters
  Score: Raw -240860.964729 + Penalty 2493.495048 = -238367.469681
  nChanged 153
		SP:Iteration 3F (32754.690000 sec): 3 clusters
  Score: Raw -241039.646421 + Penalty 2493.495048 = -238546.151373
  nChanged 97
		SP:Iteration 4Q (32754.870000 sec): 3 clusters
  Score: Raw -241156.141061 + Penalty 2493.495048 = -238662.646013
  nChanged 91
		SP:Iteration 5Q (32755.010000 sec): 3 clusters
  Score: Raw -241247.578293 + Penalty 2493.495048 = -238754.083245
  nChanged 68
		SP:Iteration 6Q (32755.190000 sec): 3 clusters
  Score: Raw -241309.848278 + Penalty 2493.495048 = -238816.353230
  nChanged 64
		SP:Iteration 7Q (32755.340000 sec): 3 clusters
  Score: Raw -241367.226014 + Penalty 2493.495048 = -238873.730966
  nChanged 55
		SP:Iteration 8Q (32755.550000 sec): 3 clusters
  Score: Raw -241409.449297 + Penalty 2493.495048 = -238915.954249
  nChanged 44
		SP:Iteration 9Q (32755.690000 sec): 3 clusters
  Score: Raw -241438.567848 + Penalty 2493.495048 = -238945.072800
  nChanged 29
		SP:Iteration 10Q (32755.880000 sec): 3 clusters
  Score: Raw -241456.803351 + Penalty 2493.495048 = -238963.308303
  nChanged 23
		SP:Iteration 11Q (32756.040000 sec): 3 clusters
  Score: Raw -241468.015965 + Penalty 2493.495048 = -238974.520917
  nChanged 17
		SP:Iteration 12Q (32756.190000 sec): 3 clusters
  Score: Raw -241474.717249 + Penalty 2493.495048 = -238981.222201
  nChanged 9
		SP:Iteration 13Q (32756.350000 sec): 3 clusters
  Score: Raw -241478.745969 + Penalty 2493.495048 = -238985.250921
  nChanged 7
		SP:Iteration 14Q (32756.510000 sec): 3 clusters
  Score: Raw -241482.996178 + Penalty 2493.495048 = -238989.501130
  nChanged 6
		SP:Iteration 15Q (32756.660000 sec): 3 clusters
  Score: Raw -241486.505371 + Penalty 2493.495048 = -238993.010323
  nChanged 6
		SP:Iteration 16Q (32756.870000 sec): 3 clusters
  Score: Raw -241491.393107 + Penalty 2493.495048 = -238997.898059
  nChanged 7
		SP:Iteration 17Q (32757.020000 sec): 3 clusters
  Score: Raw -241493.841419 + Penalty 2493.495048 = -239000.346371
  nChanged 3
		SP:Iteration 18Q (32757.230000 sec): 3 clusters
  Score: Raw -241495.966694 + Penalty 2493.495048 = -239002.471646
  nChanged 4
		SP:Iteration 19Q (32757.390000 sec): 3 clusters
  Score: Raw -241498.979251 + Penalty 2493.495048 = -239005.484203
  nChanged 3
		SP:Iteration 20F (32757.580000 sec): 3 clusters
  Score: Raw -241500.902843 + Penalty 2493.495048 = -239007.407795
  nChanged 5
		SP:Iteration 21Q (32757.790000 sec): 3 clusters
  Score: Raw -241505.427525 + Penalty 2493.495048 = -239011.932477
  nChanged 9
		SP:Iteration 22Q (32757.980000 sec): 3 clusters
  Score: Raw -241510.495598 + Penalty 2493.495048 = -239017.000550
  nChanged 7
		SP:Iteration 23Q (32758.160000 sec): 3 clusters
  Score: Raw -241515.647316 + Penalty 2493.495048 = -239022.152268
  nChanged 11
		SP:Iteration 24Q (32758.380000 sec): 3 clusters
  Score: Raw -241523.223652 + Penalty 2493.495048 = -239029.728604
  nChanged 14
		SP:Iteration 25Q (32758.570000 sec): 3 clusters
  Score: Raw -241534.346529 + Penalty 2493.495048 = -239040.851481
  nChanged 15
		SP:Iteration 26Q (32758.730000 sec): 3 clusters
  Score: Raw -241543.718347 + Penalty 2493.495048 = -239050.223299
  nChanged 17
		SP:Iteration 27Q (32758.900000 sec): 3 clusters
  Score: Raw -241552.031504 + Penalty 2493.495048 = -239058.536456
  nChanged 12
		SP:Iteration 28Q (32759.040000 sec): 3 clusters
  Score: Raw -241557.682937 + Penalty 2493.495048 = -239064.187889
  nChanged 10
		SP:Iteration 29Q (32759.250000 sec): 3 clusters
  Score: Raw -241561.689140 + Penalty 2493.495048 = -239068.194092
  nChanged 3
		SP:Iteration 30Q (32759.400000 sec): 3 clusters
  Score: Raw -241563.528498 + Penalty 2493.495048 = -239070.033450
  nChanged 1
		SP:Iteration 31Q (32759.610000 sec): 3 clusters
  Score: Raw -241564.455908 + Penalty 2493.495048 = -239070.960860
  nChanged 1
		SP:Iteration 32Q (32759.750000 sec): 3 clusters
  Score: Raw -241565.005673 + Penalty 2493.495048 = -239071.510625
  nChanged 1
		SP:Iteration 33Q (32759.900000 sec): 3 clusters
  Score: Raw -241565.147971 + Penalty 2493.495048 = -239071.652923
  nChanged 1
		SP:Iteration 34Q (32760.110000 sec): 3 clusters
  Score: Raw -241565.339732 + Penalty 2493.495048 = -239071.844684
  nChanged 1
		SP:Iteration 35Q (32760.300000 sec): 3 clusters
  Score: Raw -241565.884835 + Penalty 2493.495048 = -239072.389787
  nChanged 1
		SP:Iteration 36Q (32760.470000 sec): 3 clusters
  Score: Raw -241566.049588 + Penalty 2493.495048 = -239072.554540
  nChanged 0
		SP:Iteration 37F (32760.630000 sec): 3 clusters
  Score: Raw -241566.049588 + Penalty 2493.495048 = -239072.554540
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32760.730000 sec): 2 clusters
  Score: Raw -11536.520225 + Penalty 845.651087 = -10690.869139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32760.940000 sec): 3 clusters
  Score: Raw -11775.051381 + Penalty 1691.302173 = -10083.749207
  nChanged 52
		SP:Iteration 1F (32761.090000 sec): 3 clusters
  Score: Raw -11988.483847 + Penalty 1691.302173 = -10297.181674
  nChanged 11
		SP:Iteration 2F (32761.310000 sec): 3 clusters
  Score: Raw -12009.019767 + Penalty 1691.302173 = -10317.717593
  nChanged 2
		SP:Iteration 3Q (32761.490000 sec): 3 clusters
  Score: Raw -12014.946580 + Penalty 1691.302173 = -10323.644406
  nChanged 1
		SP:Iteration 4Q (32761.660000 sec): 3 clusters
  Score: Raw -12047.588053 + Penalty 1691.302173 = -10356.285879
  nChanged 3
		SP:Iteration 5Q (32761.830000 sec): 3 clusters
  Score: Raw -12070.013943 + Penalty 1691.302173 = -10378.711770
  nChanged 1
		SP:Iteration 6Q (32761.990000 sec): 3 clusters
  Score: Raw -12090.164875 + Penalty 1691.302173 = -10398.862701
  nChanged 1
		SP:Iteration 7Q (32762.170000 sec): 3 clusters
  Score: Raw -12132.379028 + Penalty 1691.302173 = -10441.076855
  nChanged 3
		SP:Iteration 8Q (32762.350000 sec): 3 clusters
  Score: Raw -12170.348610 + Penalty 1691.302173 = -10479.046436
  nChanged 3
		SP:Iteration 9Q (32762.540000 sec): 3 clusters
  Score: Raw -12180.963027 + Penalty 1691.302173 = -10489.660854
  nChanged 2
		SP:Iteration 10Q (32762.710000 sec): 3 clusters
  Score: Raw -12187.882919 + Penalty 1691.302173 = -10496.580745
  nChanged 0
		SP:Iteration 11F (32762.940000 sec): 3 clusters
  Score: Raw -12187.882919 + Penalty 1691.302173 = -10496.580745
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32763.050000 sec): 2 clusters
  Score: Raw -7648.426670 + Penalty 787.180402 = -6861.246268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32763.200000 sec): 3 clusters
  Score: Raw -8022.629575 + Penalty 1574.360803 = -6448.268772
  nChanged 24
		SP:Iteration 1F (32763.390000 sec): 3 clusters
  Score: Raw -8136.353566 + Penalty 1574.360803 = -6561.992763
  nChanged 6
		SP:Iteration 2Q (32763.590000 sec): 3 clusters
  Score: Raw -8193.276865 + Penalty 1574.360803 = -6618.916062
  nChanged 2
		SP:Iteration 3Q (32763.730000 sec): 3 clusters
  Score: Raw -8200.405768 + Penalty 1574.360803 = -6626.044965
  nChanged 0
		SP:Iteration 4F (32763.900000 sec): 3 clusters
  Score: Raw -8200.405768 + Penalty 1574.360803 = -6626.044965
  nChanged 0
Deleting Class 117 (101 points): Lose 1763.092465 but Gain 2229.672479
Iteration 284F (32952.860000 sec): 117 clusters
  Score: Raw -106212376.992148 + Penalty 258642.007529 = -105953734.984619
  nChanged 132
Iteration 285F (33149.950000 sec): 117 clusters
  Score: Raw -106212754.921560 + Penalty 258642.007529 = -105954112.914031
  nChanged 48
Iteration 286Q (33283.320000 sec): 117 clusters
  Score: Raw -106212813.428969 + Penalty 258642.007529 = -105954171.421440
  nChanged 31
Iteration 287Q (33399.690000 sec): 117 clusters
  Score: Raw -106212836.538345 + Penalty 258642.007529 = -105954194.530816
  nChanged 28
Iteration 288Q (33524.220000 sec): 117 clusters
  Score: Raw -106212854.543600 + Penalty 258642.007529 = -105954212.536071
  nChanged 22
Iteration 289Q (33712.780000 sec): 117 clusters
  Score: Raw -106212863.535198 + Penalty 258642.007529 = -105954221.527669
  nChanged 13
Iteration 290Q (33956.640000 sec): 117 clusters
  Score: Raw -106212865.305975 + Penalty 258642.007529 = -105954223.298446
  nChanged 12
Iteration 291Q (34169.730000 sec): 117 clusters
  Score: Raw -106212866.195510 + Penalty 258642.007529 = -105954224.187981
  nChanged 8
Iteration 292Q (34272.720000 sec): 117 clusters
  Score: Raw -106212866.993580 + Penalty 258642.007529 = -105954224.986051
  nChanged 11
Iteration 293Q (34380.450000 sec): 117 clusters
  Score: Raw -106212867.887362 + Penalty 258642.007529 = -105954225.879833
  nChanged 11
Iteration 294Q (34492.460000 sec): 117 clusters
  Score: Raw -106212868.475984 + Penalty 258642.007529 = -105954226.468455
  nChanged 9
Iteration 295Q (34618.290000 sec): 117 clusters
  Score: Raw -106212869.023687 + Penalty 258642.007529 = -105954227.016159
  nChanged 4
Iteration 296Q (34736.950000 sec): 117 clusters
  Score: Raw -106212869.324835 + Penalty 258642.007529 = -105954227.317306
  nChanged 6
Iteration 297Q (34860.600000 sec): 117 clusters
  Score: Raw -106212869.696422 + Penalty 258642.007529 = -105954227.688893
  nChanged 3
Iteration 298Q (34979.520000 sec): 117 clusters
  Score: Raw -106212869.775076 + Penalty 258642.007529 = -105954227.767547
  nChanged 3
Writing temp clu file 
Because OldScore, -105954227.688893, is greater than current (better) Score,-105954227.767547 
 Compute initial score before splitting:   Score: Raw -106212869.775076 + Penalty 258642.007529 = -105954227.767547
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34979.940000 sec): 2 clusters
  Score: Raw -137554.058399 + Penalty 1164.267062 = -136389.791338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34980.100000 sec): 3 clusters
  Score: Raw -137101.897476 + Penalty 2328.534123 = -134773.363353
  nChanged 409
		SP:Iteration 1F (34980.260000 sec): 3 clusters
  Score: Raw -137434.810617 + Penalty 2328.534123 = -135106.276494
  nChanged 99
		SP:Iteration 2F (34980.460000 sec): 3 clusters
  Score: Raw -137548.924889 + Penalty 2328.534123 = -135220.390766
  nChanged 63
		SP:Iteration 3Q (34980.620000 sec): 3 clusters
  Score: Raw -137617.442460 + Penalty 2328.534123 = -135288.908337
  nChanged 51
		SP:Iteration 4Q (34980.800000 sec): 3 clusters
  Score: Raw -137665.957318 + Penalty 2328.534123 = -135337.423195
  nChanged 35
		SP:Iteration 5Q (34981.020000 sec): 3 clusters
  Score: Raw -137691.203132 + Penalty 2328.534123 = -135362.669009
  nChanged 26
		SP:Iteration 6Q (34981.160000 sec): 3 clusters
  Score: Raw -137716.670059 + Penalty 2328.534123 = -135388.135936
  nChanged 21
		SP:Iteration 7Q (34981.350000 sec): 3 clusters
  Score: Raw -137733.892458 + Penalty 2328.534123 = -135405.358334
  nChanged 17
		SP:Iteration 8Q (34981.530000 sec): 3 clusters
  Score: Raw -137748.447088 + Penalty 2328.534123 = -135419.912965
  nChanged 16
		SP:Iteration 9Q (34981.700000 sec): 3 clusters
  Score: Raw -137764.744139 + Penalty 2328.534123 = -135436.210016
  nChanged 19
		SP:Iteration 10Q (34981.880000 sec): 3 clusters
  Score: Raw -137789.297764 + Penalty 2328.534123 = -135460.763641
  nChanged 16
		SP:Iteration 11Q (34982.070000 sec): 3 clusters
  Score: Raw -137817.079406 + Penalty 2328.534123 = -135488.545283
  nChanged 12
		SP:Iteration 12Q (34982.220000 sec): 3 clusters
  Score: Raw -137830.432411 + Penalty 2328.534123 = -135501.898288
  nChanged 12
		SP:Iteration 13Q (34982.380000 sec): 3 clusters
  Score: Raw -137855.197152 + Penalty 2328.534123 = -135526.663029
  nChanged 15
		SP:Iteration 14Q (34982.540000 sec): 3 clusters
  Score: Raw -137876.898050 + Penalty 2328.534123 = -135548.363927
  nChanged 14
		SP:Iteration 15Q (34982.730000 sec): 3 clusters
  Score: Raw -137891.661890 + Penalty 2328.534123 = -135563.127767
  nChanged 17
		SP:Iteration 16Q (34982.900000 sec): 3 clusters
  Score: Raw -137904.774036 + Penalty 2328.534123 = -135576.239913
  nChanged 11
		SP:Iteration 17Q (34983.070000 sec): 3 clusters
  Score: Raw -137917.221128 + Penalty 2328.534123 = -135588.687005
  nChanged 9
		SP:Iteration 18Q (34983.300000 sec): 3 clusters
  Score: Raw -137924.185885 + Penalty 2328.534123 = -135595.651762
  nChanged 9
		SP:Iteration 19Q (34983.450000 sec): 3 clusters
  Score: Raw -137931.046120 + Penalty 2328.534123 = -135602.511997
  nChanged 11
		SP:Iteration 20F (34983.600000 sec): 3 clusters
  Score: Raw -137943.789655 + Penalty 2328.534123 = -135615.255532
  nChanged 11
		SP:Iteration 21Q (34983.770000 sec): 3 clusters
  Score: Raw -137953.579603 + Penalty 2328.534123 = -135625.045480
  nChanged 5
		SP:Iteration 22Q (34983.980000 sec): 3 clusters
  Score: Raw -137955.874233 + Penalty 2328.534123 = -135627.340110
  nChanged 5
		SP:Iteration 23Q (34984.150000 sec): 3 clusters
  Score: Raw -137963.878134 + Penalty 2328.534123 = -135635.344011
  nChanged 6
		SP:Iteration 24Q (34984.330000 sec): 3 clusters
  Score: Raw -137967.943409 + Penalty 2328.534123 = -135639.409286
  nChanged 1
		SP:Iteration 25Q (34984.520000 sec): 3 clusters
  Score: Raw -137968.410480 + Penalty 2328.534123 = -135639.876357
  nChanged 0
		SP:Iteration 26F (34984.680000 sec): 3 clusters
  Score: Raw -137968.410480 + Penalty 2328.534123 = -135639.876357
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34984.800000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34984.940000 sec): 3 clusters
  Score: Raw -309635.722299 + Penalty 2560.769733 = -307074.952566
  nChanged 973
		SP:Iteration 1F (34985.110000 sec): 3 clusters
  Score: Raw -310211.648179 + Penalty 2560.769733 = -307650.878447
  nChanged 197
		SP:Iteration 2F (34985.260000 sec): 3 clusters
  Score: Raw -310336.473087 + Penalty 2560.769733 = -307775.703354
  nChanged 131
		SP:Iteration 3Q (34985.420000 sec): 3 clusters
  Score: Raw -310418.085891 + Penalty 2560.769733 = -307857.316159
  nChanged 93
		SP:Iteration 4Q (34985.570000 sec): 3 clusters
  Score: Raw -310477.228734 + Penalty 2560.769733 = -307916.459001
  nChanged 73
		SP:Iteration 5Q (34985.760000 sec): 3 clusters
  Score: Raw -310520.379020 + Penalty 2560.769733 = -307959.609288
  nChanged 74
		SP:Iteration 6Q (34985.940000 sec): 3 clusters
  Score: Raw -310571.435434 + Penalty 2560.769733 = -308010.665702
  nChanged 70
		SP:Iteration 7Q (34986.160000 sec): 3 clusters
  Score: Raw -310623.561110 + Penalty 2560.769733 = -308062.791377
  nChanged 86
		SP:Iteration 8Q (34986.350000 sec): 3 clusters
  Score: Raw -310686.621840 + Penalty 2560.769733 = -308125.852108
  nChanged 86
		SP:Iteration 9Q (34986.530000 sec): 3 clusters
  Score: Raw -310749.938660 + Penalty 2560.769733 = -308189.168927
  nChanged 69
		SP:Iteration 10Q (34986.690000 sec): 3 clusters
  Score: Raw -310816.686500 + Penalty 2560.769733 = -308255.916768
  nChanged 90
		SP:Iteration 11Q (34986.900000 sec): 3 clusters
  Score: Raw -310911.588068 + Penalty 2560.769733 = -308350.818336
  nChanged 84
		SP:Iteration 12Q (34987.050000 sec): 3 clusters
  Score: Raw -310987.725735 + Penalty 2560.769733 = -308426.956002
  nChanged 76
		SP:Iteration 13Q (34987.240000 sec): 3 clusters
  Score: Raw -311054.687164 + Penalty 2560.769733 = -308493.917432
  nChanged 68
		SP:Iteration 14Q (34987.420000 sec): 3 clusters
  Score: Raw -311132.784089 + Penalty 2560.769733 = -308572.014356
  nChanged 68
		SP:Iteration 15Q (34987.580000 sec): 3 clusters
  Score: Raw -311220.741935 + Penalty 2560.769733 = -308659.972202
  nChanged 63
		SP:Iteration 16Q (34987.750000 sec): 3 clusters
  Score: Raw -311309.361684 + Penalty 2560.769733 = -308748.591951
  nChanged 54
		SP:Iteration 17Q (34987.930000 sec): 3 clusters
  Score: Raw -311427.001467 + Penalty 2560.769733 = -308866.231735
  nChanged 60
		SP:Iteration 18Q (34988.090000 sec): 3 clusters
  Score: Raw -311571.947111 + Penalty 2560.769733 = -309011.177378
  nChanged 63
		SP:Iteration 19Q (34988.280000 sec): 3 clusters
  Score: Raw -311687.492872 + Penalty 2560.769733 = -309126.723140
  nChanged 61
		SP:Iteration 20F (34988.490000 sec): 3 clusters
  Score: Raw -311798.772408 + Penalty 2560.769733 = -309238.002676
  nChanged 54
		SP:Iteration 21Q (34988.610000 sec): 3 clusters
  Score: Raw -311879.071733 + Penalty 2560.769733 = -309318.302001
  nChanged 55
		SP:Iteration 22Q (34988.810000 sec): 3 clusters
  Score: Raw -311958.371220 + Penalty 2560.769733 = -309397.601488
  nChanged 47
		SP:Iteration 23Q (34989.000000 sec): 3 clusters
  Score: Raw -312016.188550 + Penalty 2560.769733 = -309455.418817
  nChanged 37
		SP:Iteration 24Q (34989.180000 sec): 3 clusters
  Score: Raw -312049.673093 + Penalty 2560.769733 = -309488.903360
  nChanged 22
		SP:Iteration 25Q (34989.360000 sec): 3 clusters
  Score: Raw -312063.871281 + Penalty 2560.769733 = -309503.101548
  nChanged 19
		SP:Iteration 26Q (34989.540000 sec): 3 clusters
  Score: Raw -312076.751313 + Penalty 2560.769733 = -309515.981581
  nChanged 12
		SP:Iteration 27Q (34989.680000 sec): 3 clusters
  Score: Raw -312081.690008 + Penalty 2560.769733 = -309520.920275
  nChanged 3
		SP:Iteration 28Q (34989.840000 sec): 3 clusters
  Score: Raw -312082.505697 + Penalty 2560.769733 = -309521.735965
  nChanged 2
		SP:Iteration 29Q (34990.070000 sec): 3 clusters
  Score: Raw -312083.446817 + Penalty 2560.769733 = -309522.677084
  nChanged 2
		SP:Iteration 30Q (34990.230000 sec): 3 clusters
  Score: Raw -312084.001082 + Penalty 2560.769733 = -309523.231350
  nChanged 0
		SP:Iteration 31F (34990.390000 sec): 3 clusters
  Score: Raw -312084.001082 + Penalty 2560.769733 = -309523.231350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34991.300000 sec): 2 clusters
  Score: Raw -6160580.120444 + Penalty 1757.173900 = -6158822.946544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34991.660000 sec): 3 clusters
  Score: Raw -6129255.589927 + Penalty 3514.347800 = -6125741.242127
  nChanged 23170
		SP:Iteration 1F (34992.050000 sec): 3 clusters
  Score: Raw -6142000.251772 + Penalty 3514.347800 = -6138485.903973
  nChanged 1703
		SP:Iteration 2Q (34992.420000 sec): 3 clusters
  Score: Raw -6142438.467404 + Penalty 3514.347800 = -6138924.119605
  nChanged 1745
		SP:Iteration 3Q (34992.800000 sec): 3 clusters
  Score: Raw -6142937.635206 + Penalty 3514.347800 = -6139423.287407
  nChanged 1787
		SP:Iteration 4Q (34993.220000 sec): 3 clusters
  Score: Raw -6143499.268513 + Penalty 3514.347800 = -6139984.920714
  nChanged 1985
		SP:Iteration 5Q (34993.630000 sec): 3 clusters
  Score: Raw -6144245.071350 + Penalty 3514.347800 = -6140730.723550
  nChanged 2369
		SP:Iteration 6Q (34994.030000 sec): 3 clusters
  Score: Raw -6145272.142859 + Penalty 3514.347800 = -6141757.795060
  nChanged 2668
		SP:Iteration 7F (34994.380000 sec): 3 clusters
  Score: Raw -6146642.956719 + Penalty 3514.347800 = -6143128.608919
  nChanged 2809
		SP:Iteration 8F (34994.800000 sec): 3 clusters
  Score: Raw -6148460.591688 + Penalty 3514.347800 = -6144946.243888
  nChanged 2979
		SP:Iteration 9F (34995.200000 sec): 3 clusters
  Score: Raw -6150785.764262 + Penalty 3514.347800 = -6147271.416463
  nChanged 2760
		SP:Iteration 10F (34995.540000 sec): 3 clusters
  Score: Raw -6153340.216653 + Penalty 3514.347800 = -6149825.868853
  nChanged 2318
		SP:Iteration 11Q (34995.920000 sec): 3 clusters
  Score: Raw -6155541.569296 + Penalty 3514.347800 = -6152027.221496
  nChanged 1744
		SP:Iteration 12Q (34996.340000 sec): 3 clusters
  Score: Raw -6156973.963164 + Penalty 3514.347800 = -6153459.615364
  nChanged 1190
		SP:Iteration 13Q (34996.710000 sec): 3 clusters
  Score: Raw -6157788.209712 + Penalty 3514.347800 = -6154273.861912
  nChanged 905
		SP:Iteration 14Q (34997.090000 sec): 3 clusters
  Score: Raw -6158347.218675 + Penalty 3514.347800 = -6154832.870876
  nChanged 731
		SP:Iteration 15Q (34997.490000 sec): 3 clusters
  Score: Raw -6158758.436920 + Penalty 3514.347800 = -6155244.089120
  nChanged 646
		SP:Iteration 16Q (34997.880000 sec): 3 clusters
  Score: Raw -6159090.356689 + Penalty 3514.347800 = -6155576.008889
  nChanged 595
		SP:Iteration 17Q (34998.290000 sec): 3 clusters
  Score: Raw -6159381.988937 + Penalty 3514.347800 = -6155867.641137
  nChanged 515
		SP:Iteration 18Q (34998.690000 sec): 3 clusters
  Score: Raw -6159628.596406 + Penalty 3514.347800 = -6156114.248606
  nChanged 467
		SP:Iteration 19Q (34999.080000 sec): 3 clusters
  Score: Raw -6159839.919193 + Penalty 3514.347800 = -6156325.571393
  nChanged 411
		SP:Iteration 20F (34999.480000 sec): 3 clusters
  Score: Raw -6160015.898886 + Penalty 3514.347800 = -6156501.551087
  nChanged 355
		SP:Iteration 21Q (34999.840000 sec): 3 clusters
  Score: Raw -6160160.856185 + Penalty 3514.347800 = -6156646.508386
  nChanged 325
		SP:Iteration 22Q (35000.220000 sec): 3 clusters
  Score: Raw -6160293.885752 + Penalty 3514.347800 = -6156779.537952
  nChanged 272
		SP:Iteration 23Q (35000.600000 sec): 3 clusters
  Score: Raw -6160395.421740 + Penalty 3514.347800 = -6156881.073940
  nChanged 230
		SP:Iteration 24Q (35000.990000 sec): 3 clusters
  Score: Raw -6160480.440316 + Penalty 3514.347800 = -6156966.092516
  nChanged 200
		SP:Iteration 25Q (35001.330000 sec): 3 clusters
  Score: Raw -6160551.737214 + Penalty 3514.347800 = -6157037.389415
  nChanged 165
		SP:Iteration 26Q (35001.730000 sec): 3 clusters
  Score: Raw -6160605.503350 + Penalty 3514.347800 = -6157091.155550
  nChanged 154
		SP:Iteration 27Q (35002.090000 sec): 3 clusters
  Score: Raw -6160653.757292 + Penalty 3514.347800 = -6157139.409492
  nChanged 139
		SP:Iteration 28Q (35002.500000 sec): 3 clusters
  Score: Raw -6160702.195347 + Penalty 3514.347800 = -6157187.847548
  nChanged 137
		SP:Iteration 29Q (35002.830000 sec): 3 clusters
  Score: Raw -6160753.956979 + Penalty 3514.347800 = -6157239.609179
  nChanged 117
		SP:Iteration 30Q (35003.200000 sec): 3 clusters
  Score: Raw -6160792.065263 + Penalty 3514.347800 = -6157277.717464
  nChanged 110
		SP:Iteration 31Q (35003.570000 sec): 3 clusters
  Score: Raw -6160828.081386 + Penalty 3514.347800 = -6157313.733587
  nChanged 98
		SP:Iteration 32Q (35003.960000 sec): 3 clusters
  Score: Raw -6160861.601407 + Penalty 3514.347800 = -6157347.253607
  nChanged 82
		SP:Iteration 33Q (35004.370000 sec): 3 clusters
  Score: Raw -6160885.559971 + Penalty 3514.347800 = -6157371.212171
  nChanged 80
		SP:Iteration 34Q (35004.750000 sec): 3 clusters
  Score: Raw -6160910.944860 + Penalty 3514.347800 = -6157396.597060
  nChanged 69
		SP:Iteration 35Q (35005.080000 sec): 3 clusters
  Score: Raw -6160931.414478 + Penalty 3514.347800 = -6157417.066678
  nChanged 60
		SP:Iteration 36Q (35005.450000 sec): 3 clusters
  Score: Raw -6160948.610281 + Penalty 3514.347800 = -6157434.262481
  nChanged 54
		SP:Iteration 37Q (35005.850000 sec): 3 clusters
  Score: Raw -6160965.078869 + Penalty 3514.347800 = -6157450.731070
  nChanged 50
		SP:Iteration 38Q (35006.200000 sec): 3 clusters
  Score: Raw -6160978.456518 + Penalty 3514.347800 = -6157464.108718
  nChanged 38
		SP:Iteration 39Q (35006.610000 sec): 3 clusters
  Score: Raw -6160988.992053 + Penalty 3514.347800 = -6157474.644253
  nChanged 40
		SP:Iteration 40F (35007.010000 sec): 3 clusters
  Score: Raw -6161000.357996 + Penalty 3514.347800 = -6157486.010197
  nChanged 24
		SP:Iteration 41Q (35007.370000 sec): 3 clusters
  Score: Raw -6161009.103038 + Penalty 3514.347800 = -6157494.755238
  nChanged 33
		SP:Iteration 42Q (35007.750000 sec): 3 clusters
  Score: Raw -6161017.936524 + Penalty 3514.347800 = -6157503.588724
  nChanged 29
		SP:Iteration 43Q (35008.130000 sec): 3 clusters
  Score: Raw -6161024.819388 + Penalty 3514.347800 = -6157510.471588
  nChanged 24
		SP:Iteration 44Q (35008.490000 sec): 3 clusters
  Score: Raw -6161030.706354 + Penalty 3514.347800 = -6157516.358554
  nChanged 19
		SP:Iteration 45Q (35008.890000 sec): 3 clusters
  Score: Raw -6161035.507392 + Penalty 3514.347800 = -6157521.159592
  nChanged 15
		SP:Iteration 46Q (35009.300000 sec): 3 clusters
  Score: Raw -6161040.062377 + Penalty 3514.347800 = -6157525.714577
  nChanged 16
		SP:Iteration 47Q (35009.630000 sec): 3 clusters
  Score: Raw -6161044.384321 + Penalty 3514.347800 = -6157530.036521
  nChanged 14
		SP:Iteration 48Q (35009.980000 sec): 3 clusters
  Score: Raw -6161048.037049 + Penalty 3514.347800 = -6157533.689249
  nChanged 10
		SP:Iteration 49Q (35010.290000 sec): 3 clusters
  Score: Raw -6161049.899483 + Penalty 3514.347800 = -6157535.551683
  nChanged 6
		SP:Iteration 50Q (35010.670000 sec): 3 clusters
  Score: Raw -6161050.923308 + Penalty 3514.347800 = -6157536.575508
  nChanged 3
		SP:Iteration 51Q (35011.000000 sec): 3 clusters
  Score: Raw -6161051.254830 + Penalty 3514.347800 = -6157536.907030
  nChanged 1
		SP:Iteration 52Q (35011.340000 sec): 3 clusters
  Score: Raw -6161051.431809 + Penalty 3514.347800 = -6157537.084010
  nChanged 1
		SP:Iteration 53Q (35011.700000 sec): 3 clusters
  Score: Raw -6161052.204289 + Penalty 3514.347800 = -6157537.856489
  nChanged 5
		SP:Iteration 54Q (35012.060000 sec): 3 clusters
  Score: Raw -6161053.398218 + Penalty 3514.347800 = -6157539.050419
  nChanged 3
		SP:Iteration 55Q (35012.410000 sec): 3 clusters
  Score: Raw -6161054.031302 + Penalty 3514.347800 = -6157539.683502
  nChanged 4
		SP:Iteration 56Q (35012.760000 sec): 3 clusters
  Score: Raw -6161054.896015 + Penalty 3514.347800 = -6157540.548216
  nChanged 6
		SP:Iteration 57Q (35013.100000 sec): 3 clusters
  Score: Raw -6161056.368966 + Penalty 3514.347800 = -6157542.021166
  nChanged 2
		SP:Iteration 58Q (35013.430000 sec): 3 clusters
  Score: Raw -6161056.888679 + Penalty 3514.347800 = -6157542.540880
  nChanged 3
		SP:Iteration 59Q (35013.760000 sec): 3 clusters
  Score: Raw -6161057.316191 + Penalty 3514.347800 = -6157542.968392
  nChanged 3
		SP:Iteration 60F (35014.130000 sec): 3 clusters
  Score: Raw -6161058.048012 + Penalty 3514.347800 = -6157543.700212
  nChanged 5
		SP:Iteration 61Q (35014.460000 sec): 3 clusters
  Score: Raw -6161058.972294 + Penalty 3514.347800 = -6157544.624494
  nChanged 8
		SP:Iteration 62Q (35014.830000 sec): 3 clusters
  Score: Raw -6161060.624492 + Penalty 3514.347800 = -6157546.276692
  nChanged 8
		SP:Iteration 63Q (35015.170000 sec): 3 clusters
  Score: Raw -6161062.104451 + Penalty 3514.347800 = -6157547.756651
  nChanged 7
		SP:Iteration 64Q (35015.480000 sec): 3 clusters
  Score: Raw -6161063.425210 + Penalty 3514.347800 = -6157549.077410
  nChanged 4
		SP:Iteration 65Q (35015.860000 sec): 3 clusters
  Score: Raw -6161064.369775 + Penalty 3514.347800 = -6157550.021976
  nChanged 5
		SP:Iteration 66Q (35016.190000 sec): 3 clusters
  Score: Raw -6161065.602240 + Penalty 3514.347800 = -6157551.254440
  nChanged 6
		SP:Iteration 67Q (35016.550000 sec): 3 clusters
  Score: Raw -6161066.683303 + Penalty 3514.347800 = -6157552.335504
  nChanged 4
		SP:Iteration 68Q (35016.860000 sec): 3 clusters
  Score: Raw -6161067.239219 + Penalty 3514.347800 = -6157552.891419
  nChanged 1
		SP:Iteration 69Q (35017.230000 sec): 3 clusters
  Score: Raw -6161067.368895 + Penalty 3514.347800 = -6157553.021095
  nChanged 0
		SP:Iteration 70F (35017.590000 sec): 3 clusters
  Score: Raw -6161067.368895 + Penalty 3514.347800 = -6157553.021095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35017.700000 sec): 2 clusters
  Score: Raw -299378.604911 + Penalty 1281.671395 = -298096.933516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35017.920000 sec): 3 clusters
  Score: Raw -298227.303331 + Penalty 2563.342790 = -295663.960541
  nChanged 956
		SP:Iteration 1F (35018.050000 sec): 3 clusters
  Score: Raw -298918.101296 + Penalty 2563.342790 = -296354.758505
  nChanged 231
		SP:Iteration 2F (35018.240000 sec): 3 clusters
  Score: Raw -299141.253033 + Penalty 2563.342790 = -296577.910242
  nChanged 187
		SP:Iteration 3F (35018.430000 sec): 3 clusters
  Score: Raw -299313.872054 + Penalty 2563.342790 = -296750.529264
  nChanged 147
		SP:Iteration 4F (35018.610000 sec): 3 clusters
  Score: Raw -299460.380373 + Penalty 2563.342790 = -296897.037583
  nChanged 114
		SP:Iteration 5Q (35018.790000 sec): 3 clusters
  Score: Raw -299549.474259 + Penalty 2563.342790 = -296986.131468
  nChanged 85
		SP:Iteration 6Q (35018.940000 sec): 3 clusters
  Score: Raw -299615.003428 + Penalty 2563.342790 = -297051.660637
  nChanged 73
		SP:Iteration 7Q (35019.080000 sec): 3 clusters
  Score: Raw -299667.432809 + Penalty 2563.342790 = -297104.090018
  nChanged 48
		SP:Iteration 8Q (35019.240000 sec): 3 clusters
  Score: Raw -299695.350664 + Penalty 2563.342790 = -297132.007874
  nChanged 46
		SP:Iteration 9Q (35019.390000 sec): 3 clusters
  Score: Raw -299728.577405 + Penalty 2563.342790 = -297165.234615
  nChanged 51
		SP:Iteration 10Q (35019.580000 sec): 3 clusters
  Score: Raw -299775.508083 + Penalty 2563.342790 = -297212.165292
  nChanged 51
		SP:Iteration 11Q (35019.740000 sec): 3 clusters
  Score: Raw -299824.945135 + Penalty 2563.342790 = -297261.602345
  nChanged 60
		SP:Iteration 12Q (35019.930000 sec): 3 clusters
  Score: Raw -299880.255502 + Penalty 2563.342790 = -297316.912712
  nChanged 56
		SP:Iteration 13Q (35020.090000 sec): 3 clusters
  Score: Raw -299952.430924 + Penalty 2563.342790 = -297389.088134
  nChanged 61
		SP:Iteration 14Q (35020.290000 sec): 3 clusters
  Score: Raw -300021.511324 + Penalty 2563.342790 = -297458.168533
  nChanged 55
		SP:Iteration 15Q (35020.450000 sec): 3 clusters
  Score: Raw -300075.930541 + Penalty 2563.342790 = -297512.587750
  nChanged 59
		SP:Iteration 16Q (35020.620000 sec): 3 clusters
  Score: Raw -300132.490022 + Penalty 2563.342790 = -297569.147232
  nChanged 60
		SP:Iteration 17Q (35020.770000 sec): 3 clusters
  Score: Raw -300196.576681 + Penalty 2563.342790 = -297633.233891
  nChanged 57
		SP:Iteration 18Q (35020.950000 sec): 3 clusters
  Score: Raw -300262.594358 + Penalty 2563.342790 = -297699.251568
  nChanged 54
		SP:Iteration 19Q (35021.110000 sec): 3 clusters
  Score: Raw -300362.093281 + Penalty 2563.342790 = -297798.750491
  nChanged 51
		SP:Iteration 20F (35021.290000 sec): 3 clusters
  Score: Raw -300434.103070 + Penalty 2563.342790 = -297870.760279
  nChanged 46
		SP:Iteration 21Q (35021.490000 sec): 3 clusters
  Score: Raw -300488.480298 + Penalty 2563.342790 = -297925.137508
  nChanged 33
		SP:Iteration 22Q (35021.650000 sec): 3 clusters
  Score: Raw -300511.380564 + Penalty 2563.342790 = -297948.037774
  nChanged 18
		SP:Iteration 23Q (35021.790000 sec): 3 clusters
  Score: Raw -300520.824481 + Penalty 2563.342790 = -297957.481690
  nChanged 7
		SP:Iteration 24Q (35022.030000 sec): 3 clusters
  Score: Raw -300525.041898 + Penalty 2563.342790 = -297961.699108
  nChanged 6
		SP:Iteration 25Q (35022.210000 sec): 3 clusters
  Score: Raw -300527.370677 + Penalty 2563.342790 = -297964.027886
  nChanged 4
		SP:Iteration 26Q (35022.350000 sec): 3 clusters
  Score: Raw -300529.075880 + Penalty 2563.342790 = -297965.733090
  nChanged 4
		SP:Iteration 27Q (35022.550000 sec): 3 clusters
  Score: Raw -300530.776680 + Penalty 2563.342790 = -297967.433890
  nChanged 0
		SP:Iteration 28F (35022.720000 sec): 3 clusters
  Score: Raw -300530.776680 + Penalty 2563.342790 = -297967.433890
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35022.800000 sec): 2 clusters
  Score: Raw -25052.136587 + Penalty 880.836937 = -24171.299650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35022.950000 sec): 3 clusters
  Score: Raw -25379.155017 + Penalty 1761.673875 = -23617.481142
  nChanged 55
		SP:Iteration 1F (35023.130000 sec): 3 clusters
  Score: Raw -25575.905803 + Penalty 1761.673875 = -23814.231928
  nChanged 9
		SP:Iteration 2Q (35023.290000 sec): 3 clusters
  Score: Raw -25620.229188 + Penalty 1761.673875 = -23858.555314
  nChanged 8
		SP:Iteration 3Q (35023.450000 sec): 3 clusters
  Score: Raw -25761.729019 + Penalty 1761.673875 = -24000.055144
  nChanged 6
		SP:Iteration 4Q (35023.650000 sec): 3 clusters
  Score: Raw -25808.827141 + Penalty 1761.673875 = -24047.153266
  nChanged 3
		SP:Iteration 5Q (35023.800000 sec): 3 clusters
  Score: Raw -25831.075043 + Penalty 1761.673875 = -24069.401168
  nChanged 3
		SP:Iteration 6Q (35023.990000 sec): 3 clusters
  Score: Raw -25880.053622 + Penalty 1761.673875 = -24118.379748
  nChanged 0
		SP:Iteration 7F (35024.160000 sec): 3 clusters
  Score: Raw -25880.053622 + Penalty 1761.673875 = -24118.379748
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35024.240000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35024.390000 sec): 3 clusters
  Score: Raw -63247.604638 + Penalty 2046.560529 = -61201.044109
  nChanged 119
		SP:Iteration 1F (35024.560000 sec): 3 clusters
  Score: Raw -63390.223424 + Penalty 2046.560529 = -61343.662895
  nChanged 32
		SP:Iteration 2F (35024.740000 sec): 3 clusters
  Score: Raw -63450.995835 + Penalty 2046.560529 = -61404.435306
  nChanged 18
		SP:Iteration 3Q (35024.900000 sec): 3 clusters
  Score: Raw -63479.915046 + Penalty 2046.560529 = -61433.354517
  nChanged 15
		SP:Iteration 4Q (35025.060000 sec): 3 clusters
  Score: Raw -63500.742417 + Penalty 2046.560529 = -61454.181888
  nChanged 9
		SP:Iteration 5Q (35025.240000 sec): 3 clusters
  Score: Raw -63512.490923 + Penalty 2046.560529 = -61465.930394
  nChanged 3
		SP:Iteration 6Q (35025.480000 sec): 3 clusters
  Score: Raw -63520.317222 + Penalty 2046.560529 = -61473.756693
  nChanged 4
		SP:Iteration 7Q (35025.620000 sec): 3 clusters
  Score: Raw -63524.848390 + Penalty 2046.560529 = -61478.287861
  nChanged 2
		SP:Iteration 8Q (35025.800000 sec): 3 clusters
  Score: Raw -63528.926345 + Penalty 2046.560529 = -61482.365816
  nChanged 2
		SP:Iteration 9Q (35026.020000 sec): 3 clusters
  Score: Raw -63531.581563 + Penalty 2046.560529 = -61485.021034
  nChanged 1
		SP:Iteration 10Q (35026.180000 sec): 3 clusters
  Score: Raw -63531.962445 + Penalty 2046.560529 = -61485.401916
  nChanged 1
		SP:Iteration 11Q (35026.320000 sec): 3 clusters
  Score: Raw -63532.172583 + Penalty 2046.560529 = -61485.612054
  nChanged 0
		SP:Iteration 12F (35026.510000 sec): 3 clusters
  Score: Raw -63532.172583 + Penalty 2046.560529 = -61485.612054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35026.640000 sec): 2 clusters
  Score: Raw -999233.553155 + Penalty 1461.250169 = -997772.302986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35026.840000 sec): 3 clusters
  Score: Raw -994809.602797 + Penalty 2922.500338 = -991887.102459
  nChanged 3375
		SP:Iteration 1F (35027.070000 sec): 3 clusters
  Score: Raw -996658.716492 + Penalty 2922.500338 = -993736.216154
  nChanged 508
		SP:Iteration 2F (35027.250000 sec): 3 clusters
  Score: Raw -996896.466148 + Penalty 2922.500338 = -993973.965810
  nChanged 395
		SP:Iteration 3Q (35027.480000 sec): 3 clusters
  Score: Raw -997050.834520 + Penalty 2922.500338 = -994128.334182
  nChanged 309
		SP:Iteration 4Q (35027.690000 sec): 3 clusters
  Score: Raw -997185.353480 + Penalty 2922.500338 = -994262.853142
  nChanged 316
		SP:Iteration 5Q (35027.880000 sec): 3 clusters
  Score: Raw -997351.877174 + Penalty 2922.500338 = -994429.376836
  nChanged 355
		SP:Iteration 6Q (35028.080000 sec): 3 clusters
  Score: Raw -997571.422983 + Penalty 2922.500338 = -994648.922645
  nChanged 367
		SP:Iteration 7Q (35028.280000 sec): 3 clusters
  Score: Raw -997811.122514 + Penalty 2922.500338 = -994888.622176
  nChanged 359
		SP:Iteration 8Q (35028.510000 sec): 3 clusters
  Score: Raw -998060.305406 + Penalty 2922.500338 = -995137.805068
  nChanged 425
		SP:Iteration 9F (35028.720000 sec): 3 clusters
  Score: Raw -998370.749601 + Penalty 2922.500338 = -995448.249263
  nChanged 420
		SP:Iteration 10F (35028.930000 sec): 3 clusters
  Score: Raw -998692.141235 + Penalty 2922.500338 = -995769.640897
  nChanged 409
		SP:Iteration 11F (35029.110000 sec): 3 clusters
  Score: Raw -999013.327224 + Penalty 2922.500338 = -996090.826886
  nChanged 374
		SP:Iteration 12Q (35029.330000 sec): 3 clusters
  Score: Raw -999344.381937 + Penalty 2922.500338 = -996421.881599
  nChanged 362
		SP:Iteration 13Q (35029.530000 sec): 3 clusters
  Score: Raw -999700.026507 + Penalty 2922.500338 = -996777.526169
  nChanged 254
		SP:Iteration 14Q (35029.740000 sec): 3 clusters
  Score: Raw -999952.034227 + Penalty 2922.500338 = -997029.533889
  nChanged 166
		SP:Iteration 15Q (35029.930000 sec): 3 clusters
  Score: Raw -1000113.692950 + Penalty 2922.500338 = -997191.192612
  nChanged 110
		SP:Iteration 16Q (35030.140000 sec): 3 clusters
  Score: Raw -1000208.505613 + Penalty 2922.500338 = -997286.005274
  nChanged 64
		SP:Iteration 17Q (35030.340000 sec): 3 clusters
  Score: Raw -1000260.062440 + Penalty 2922.500338 = -997337.562102
  nChanged 60
		SP:Iteration 18Q (35030.560000 sec): 3 clusters
  Score: Raw -1000301.873861 + Penalty 2922.500338 = -997379.373523
  nChanged 53
		SP:Iteration 19Q (35030.770000 sec): 3 clusters
  Score: Raw -1000329.790995 + Penalty 2922.500338 = -997407.290657
  nChanged 31
		SP:Iteration 20F (35030.960000 sec): 3 clusters
  Score: Raw -1000342.397103 + Penalty 2922.500338 = -997419.896765
  nChanged 22
		SP:Iteration 21Q (35031.180000 sec): 3 clusters
  Score: Raw -1000349.440096 + Penalty 2922.500338 = -997426.939758
  nChanged 17
		SP:Iteration 22Q (35031.420000 sec): 3 clusters
  Score: Raw -1000354.923197 + Penalty 2922.500338 = -997432.422858
  nChanged 17
		SP:Iteration 23Q (35031.600000 sec): 3 clusters
  Score: Raw -1000358.657140 + Penalty 2922.500338 = -997436.156802
  nChanged 10
		SP:Iteration 24Q (35031.800000 sec): 3 clusters
  Score: Raw -1000360.633255 + Penalty 2922.500338 = -997438.132916
  nChanged 6
		SP:Iteration 25Q (35031.990000 sec): 3 clusters
  Score: Raw -1000361.722692 + Penalty 2922.500338 = -997439.222354
  nChanged 5
		SP:Iteration 26Q (35032.230000 sec): 3 clusters
  Score: Raw -1000362.686695 + Penalty 2922.500338 = -997440.186357
  nChanged 4
		SP:Iteration 27Q (35032.400000 sec): 3 clusters
  Score: Raw -1000363.173804 + Penalty 2922.500338 = -997440.673466
  nChanged 2
		SP:Iteration 28Q (35032.620000 sec): 3 clusters
  Score: Raw -1000363.545458 + Penalty 2922.500338 = -997441.045120
  nChanged 2
		SP:Iteration 29Q (35032.810000 sec): 3 clusters
  Score: Raw -1000363.751015 + Penalty 2922.500338 = -997441.250677
  nChanged 0
		SP:Iteration 30F (35033.000000 sec): 3 clusters
  Score: Raw -1000363.751015 + Penalty 2922.500338 = -997441.250677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35033.120000 sec): 2 clusters
  Score: Raw -876174.640476 + Penalty 1440.268593 = -874734.371883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35033.310000 sec): 3 clusters
  Score: Raw -872321.182225 + Penalty 2880.537186 = -869440.645039
  nChanged 3028
		SP:Iteration 1F (35033.500000 sec): 3 clusters
  Score: Raw -874065.953961 + Penalty 2880.537186 = -871185.416775
  nChanged 541
		SP:Iteration 2F (35033.700000 sec): 3 clusters
  Score: Raw -874414.357597 + Penalty 2880.537186 = -871533.820411
  nChanged 461
		SP:Iteration 3F (35033.920000 sec): 3 clusters
  Score: Raw -874722.009131 + Penalty 2880.537186 = -871841.471945
  nChanged 415
		SP:Iteration 4F (35034.140000 sec): 3 clusters
  Score: Raw -874992.031578 + Penalty 2880.537186 = -872111.494392
  nChanged 348
		SP:Iteration 5Q (35034.330000 sec): 3 clusters
  Score: Raw -875194.452134 + Penalty 2880.537186 = -872313.914949
  nChanged 284
		SP:Iteration 6Q (35034.530000 sec): 3 clusters
  Score: Raw -875365.564902 + Penalty 2880.537186 = -872485.027717
  nChanged 264
		SP:Iteration 7Q (35034.700000 sec): 3 clusters
  Score: Raw -875510.786178 + Penalty 2880.537186 = -872630.248993
  nChanged 253
		SP:Iteration 8Q (35034.870000 sec): 3 clusters
  Score: Raw -875645.682621 + Penalty 2880.537186 = -872765.145435
  nChanged 215
		SP:Iteration 9Q (35035.070000 sec): 3 clusters
  Score: Raw -875769.263643 + Penalty 2880.537186 = -872888.726457
  nChanged 219
		SP:Iteration 10Q (35035.270000 sec): 3 clusters
  Score: Raw -875936.758683 + Penalty 2880.537186 = -873056.221497
  nChanged 208
		SP:Iteration 11Q (35035.470000 sec): 3 clusters
  Score: Raw -876106.523080 + Penalty 2880.537186 = -873225.985894
  nChanged 186
		SP:Iteration 12Q (35035.710000 sec): 3 clusters
  Score: Raw -876238.679961 + Penalty 2880.537186 = -873358.142775
  nChanged 150
		SP:Iteration 13Q (35035.920000 sec): 3 clusters
  Score: Raw -876330.111039 + Penalty 2880.537186 = -873449.573853
  nChanged 119
		SP:Iteration 14Q (35036.100000 sec): 3 clusters
  Score: Raw -876405.417421 + Penalty 2880.537186 = -873524.880235
  nChanged 108
		SP:Iteration 15Q (35036.310000 sec): 3 clusters
  Score: Raw -876465.576839 + Penalty 2880.537186 = -873585.039653
  nChanged 98
		SP:Iteration 16Q (35036.510000 sec): 3 clusters
  Score: Raw -876513.370978 + Penalty 2880.537186 = -873632.833792
  nChanged 70
		SP:Iteration 17Q (35036.710000 sec): 3 clusters
  Score: Raw -876538.557696 + Penalty 2880.537186 = -873658.020510
  nChanged 43
		SP:Iteration 18Q (35036.950000 sec): 3 clusters
  Score: Raw -876551.723670 + Penalty 2880.537186 = -873671.186484
  nChanged 31
		SP:Iteration 19Q (35037.120000 sec): 3 clusters
  Score: Raw -876559.005479 + Penalty 2880.537186 = -873678.468293
  nChanged 28
		SP:Iteration 20F (35037.260000 sec): 3 clusters
  Score: Raw -876566.715432 + Penalty 2880.537186 = -873686.178246
  nChanged 21
		SP:Iteration 21Q (35037.450000 sec): 3 clusters
  Score: Raw -876572.117854 + Penalty 2880.537186 = -873691.580669
  nChanged 17
		SP:Iteration 22Q (35037.640000 sec): 3 clusters
  Score: Raw -876576.832020 + Penalty 2880.537186 = -873696.294834
  nChanged 14
		SP:Iteration 23Q (35037.810000 sec): 3 clusters
  Score: Raw -876580.132105 + Penalty 2880.537186 = -873699.594919
  nChanged 11
		SP:Iteration 24Q (35038.030000 sec): 3 clusters
  Score: Raw -876582.336035 + Penalty 2880.537186 = -873701.798850
  nChanged 7
		SP:Iteration 25Q (35038.210000 sec): 3 clusters
  Score: Raw -876583.425376 + Penalty 2880.537186 = -873702.888190
  nChanged 4
		SP:Iteration 26Q (35038.430000 sec): 3 clusters
  Score: Raw -876584.074038 + Penalty 2880.537186 = -873703.536852
  nChanged 3
		SP:Iteration 27Q (35038.590000 sec): 3 clusters
  Score: Raw -876584.398735 + Penalty 2880.537186 = -873703.861549
  nChanged 4
		SP:Iteration 28Q (35038.790000 sec): 3 clusters
  Score: Raw -876585.323326 + Penalty 2880.537186 = -873704.786141
  nChanged 6
		SP:Iteration 29Q (35039.000000 sec): 3 clusters
  Score: Raw -876586.376821 + Penalty 2880.537186 = -873705.839635
  nChanged 3
		SP:Iteration 30Q (35039.240000 sec): 3 clusters
  Score: Raw -876587.000154 + Penalty 2880.537186 = -873706.462968
  nChanged 2
		SP:Iteration 31Q (35039.440000 sec): 3 clusters
  Score: Raw -876587.381053 + Penalty 2880.537186 = -873706.843867
  nChanged 4
		SP:Iteration 32Q (35039.580000 sec): 3 clusters
  Score: Raw -876588.633856 + Penalty 2880.537186 = -873708.096670
  nChanged 3
		SP:Iteration 33Q (35039.800000 sec): 3 clusters
  Score: Raw -876589.433353 + Penalty 2880.537186 = -873708.896168
  nChanged 4
		SP:Iteration 34Q (35039.980000 sec): 3 clusters
  Score: Raw -876590.241440 + Penalty 2880.537186 = -873709.704254
  nChanged 5
		SP:Iteration 35Q (35040.200000 sec): 3 clusters
  Score: Raw -876590.925299 + Penalty 2880.537186 = -873710.388113
  nChanged 1
		SP:Iteration 36Q (35040.360000 sec): 3 clusters
  Score: Raw -876591.042426 + Penalty 2880.537186 = -873710.505240
  nChanged 1
		SP:Iteration 37Q (35040.560000 sec): 3 clusters
  Score: Raw -876591.155654 + Penalty 2880.537186 = -873710.618469
  nChanged 0
		SP:Iteration 38F (35040.740000 sec): 3 clusters
  Score: Raw -876591.155654 + Penalty 2880.537186 = -873710.618469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35040.890000 sec): 2 clusters
  Score: Raw -137773.866841 + Penalty 1161.350479 = -136612.516361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35041.030000 sec): 3 clusters
  Score: Raw -137339.697066 + Penalty 2322.700958 = -135016.996107
  nChanged 405
		SP:Iteration 1F (35041.250000 sec): 3 clusters
  Score: Raw -137779.255990 + Penalty 2322.700958 = -135456.555032
  nChanged 130
		SP:Iteration 2F (35041.420000 sec): 3 clusters
  Score: Raw -137984.480239 + Penalty 2322.700958 = -135661.779281
  nChanged 77
		SP:Iteration 3F (35041.590000 sec): 3 clusters
  Score: Raw -138084.150932 + Penalty 2322.700958 = -135761.449973
  nChanged 51
		SP:Iteration 4Q (35041.770000 sec): 3 clusters
  Score: Raw -138158.693434 + Penalty 2322.700958 = -135835.992475
  nChanged 48
		SP:Iteration 5Q (35041.940000 sec): 3 clusters
  Score: Raw -138216.263690 + Penalty 2322.700958 = -135893.562731
  nChanged 37
		SP:Iteration 6Q (35042.130000 sec): 3 clusters
  Score: Raw -138248.708995 + Penalty 2322.700958 = -135926.008037
  nChanged 28
		SP:Iteration 7Q (35042.330000 sec): 3 clusters
  Score: Raw -138275.865321 + Penalty 2322.700958 = -135953.164363
  nChanged 17
		SP:Iteration 8Q (35042.540000 sec): 3 clusters
  Score: Raw -138290.800302 + Penalty 2322.700958 = -135968.099344
  nChanged 12
		SP:Iteration 9Q (35042.680000 sec): 3 clusters
  Score: Raw -138300.145327 + Penalty 2322.700958 = -135977.444369
  nChanged 8
		SP:Iteration 10Q (35042.870000 sec): 3 clusters
  Score: Raw -138306.699120 + Penalty 2322.700958 = -135983.998161
  nChanged 8
		SP:Iteration 11Q (35043.010000 sec): 3 clusters
  Score: Raw -138312.515671 + Penalty 2322.700958 = -135989.814713
  nChanged 6
		SP:Iteration 12Q (35043.200000 sec): 3 clusters
  Score: Raw -138319.396726 + Penalty 2322.700958 = -135996.695768
  nChanged 3
		SP:Iteration 13Q (35043.370000 sec): 3 clusters
  Score: Raw -138320.620609 + Penalty 2322.700958 = -135997.919651
  nChanged 4
		SP:Iteration 14Q (35043.540000 sec): 3 clusters
  Score: Raw -138323.624872 + Penalty 2322.700958 = -136000.923914
  nChanged 3
		SP:Iteration 15Q (35043.740000 sec): 3 clusters
  Score: Raw -138326.830573 + Penalty 2322.700958 = -136004.129614
  nChanged 2
		SP:Iteration 16Q (35043.910000 sec): 3 clusters
  Score: Raw -138327.887135 + Penalty 2322.700958 = -136005.186176
  nChanged 2
		SP:Iteration 17Q (35044.090000 sec): 3 clusters
  Score: Raw -138328.655317 + Penalty 2322.700958 = -136005.954358
  nChanged 2
		SP:Iteration 18Q (35044.230000 sec): 3 clusters
  Score: Raw -138329.189630 + Penalty 2322.700958 = -136006.488672
  nChanged 1
		SP:Iteration 19Q (35044.370000 sec): 3 clusters
  Score: Raw -138329.507543 + Penalty 2322.700958 = -136006.806585
  nChanged 0
		SP:Iteration 20F (35044.540000 sec): 3 clusters
  Score: Raw -138329.507543 + Penalty 2322.700958 = -136006.806585
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35044.640000 sec): 2 clusters
  Score: Raw -142704.516323 + Penalty 1152.543229 = -141551.973095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35044.820000 sec): 3 clusters
  Score: Raw -142253.504585 + Penalty 2305.086458 = -139948.418127
  nChanged 398
		SP:Iteration 1F (35044.980000 sec): 3 clusters
  Score: Raw -142523.502605 + Penalty 2305.086458 = -140218.416147
  nChanged 83
		SP:Iteration 2F (35045.130000 sec): 3 clusters
  Score: Raw -142586.881742 + Penalty 2305.086458 = -140281.795284
  nChanged 44
		SP:Iteration 3Q (35045.280000 sec): 3 clusters
  Score: Raw -142633.571743 + Penalty 2305.086458 = -140328.485285
  nChanged 41
		SP:Iteration 4Q (35045.440000 sec): 3 clusters
  Score: Raw -142666.560778 + Penalty 2305.086458 = -140361.474320
  nChanged 28
		SP:Iteration 5Q (35045.640000 sec): 3 clusters
  Score: Raw -142685.577071 + Penalty 2305.086458 = -140380.490613
  nChanged 17
		SP:Iteration 6Q (35045.830000 sec): 3 clusters
  Score: Raw -142698.190370 + Penalty 2305.086458 = -140393.103913
  nChanged 14
		SP:Iteration 7Q (35046.010000 sec): 3 clusters
  Score: Raw -142708.640531 + Penalty 2305.086458 = -140403.554073
  nChanged 16
		SP:Iteration 8Q (35046.190000 sec): 3 clusters
  Score: Raw -142722.458356 + Penalty 2305.086458 = -140417.371898
  nChanged 13
		SP:Iteration 9Q (35046.340000 sec): 3 clusters
  Score: Raw -142737.552931 + Penalty 2305.086458 = -140432.466473
  nChanged 10
		SP:Iteration 10Q (35046.490000 sec): 3 clusters
  Score: Raw -142747.590040 + Penalty 2305.086458 = -140442.503583
  nChanged 13
		SP:Iteration 11Q (35046.670000 sec): 3 clusters
  Score: Raw -142755.736447 + Penalty 2305.086458 = -140450.649989
  nChanged 21
		SP:Iteration 12Q (35046.840000 sec): 3 clusters
  Score: Raw -142769.102640 + Penalty 2305.086458 = -140464.016183
  nChanged 22
		SP:Iteration 13Q (35047.000000 sec): 3 clusters
  Score: Raw -142790.699886 + Penalty 2305.086458 = -140485.613428
  nChanged 32
		SP:Iteration 14Q (35047.220000 sec): 3 clusters
  Score: Raw -142828.219831 + Penalty 2305.086458 = -140523.133374
  nChanged 44
		SP:Iteration 15Q (35047.370000 sec): 3 clusters
  Score: Raw -142877.592995 + Penalty 2305.086458 = -140572.506538
  nChanged 50
		SP:Iteration 16Q (35047.530000 sec): 3 clusters
  Score: Raw -142942.002439 + Penalty 2305.086458 = -140636.915982
  nChanged 52
		SP:Iteration 17Q (35047.730000 sec): 3 clusters
  Score: Raw -143001.781016 + Penalty 2305.086458 = -140696.694558
  nChanged 36
		SP:Iteration 18Q (35047.920000 sec): 3 clusters
  Score: Raw -143045.379902 + Penalty 2305.086458 = -140740.293444
  nChanged 26
		SP:Iteration 19Q (35048.080000 sec): 3 clusters
  Score: Raw -143076.440190 + Penalty 2305.086458 = -140771.353732
  nChanged 22
		SP:Iteration 20F (35048.260000 sec): 3 clusters
  Score: Raw -143095.802245 + Penalty 2305.086458 = -140790.715787
  nChanged 24
		SP:Iteration 21Q (35048.480000 sec): 3 clusters
  Score: Raw -143122.268593 + Penalty 2305.086458 = -140817.182135
  nChanged 19
		SP:Iteration 22Q (35048.640000 sec): 3 clusters
  Score: Raw -143141.898809 + Penalty 2305.086458 = -140836.812351
  nChanged 15
		SP:Iteration 23Q (35048.790000 sec): 3 clusters
  Score: Raw -143157.565470 + Penalty 2305.086458 = -140852.479013
  nChanged 12
		SP:Iteration 24Q (35048.960000 sec): 3 clusters
  Score: Raw -143167.917522 + Penalty 2305.086458 = -140862.831064
  nChanged 6
		SP:Iteration 25Q (35049.170000 sec): 3 clusters
  Score: Raw -143174.578656 + Penalty 2305.086458 = -140869.492198
  nChanged 6
		SP:Iteration 26Q (35049.350000 sec): 3 clusters
  Score: Raw -143178.812706 + Penalty 2305.086458 = -140873.726248
  nChanged 6
		SP:Iteration 27Q (35049.500000 sec): 3 clusters
  Score: Raw -143191.989052 + Penalty 2305.086458 = -140886.902595
  nChanged 7
		SP:Iteration 28Q (35049.670000 sec): 3 clusters
  Score: Raw -143198.479166 + Penalty 2305.086458 = -140893.392708
  nChanged 4
		SP:Iteration 29Q (35049.870000 sec): 3 clusters
  Score: Raw -143207.321446 + Penalty 2305.086458 = -140902.234988
  nChanged 4
		SP:Iteration 30Q (35050.060000 sec): 3 clusters
  Score: Raw -143216.386076 + Penalty 2305.086458 = -140911.299618
  nChanged 4
		SP:Iteration 31Q (35050.220000 sec): 3 clusters
  Score: Raw -143224.081356 + Penalty 2305.086458 = -140918.994898
  nChanged 4
		SP:Iteration 32Q (35050.420000 sec): 3 clusters
  Score: Raw -143228.472276 + Penalty 2305.086458 = -140923.385818
  nChanged 4
		SP:Iteration 33Q (35050.600000 sec): 3 clusters
  Score: Raw -143235.777488 + Penalty 2305.086458 = -140930.691030
  nChanged 4
		SP:Iteration 34Q (35050.790000 sec): 3 clusters
  Score: Raw -143243.743228 + Penalty 2305.086458 = -140938.656770
  nChanged 2
		SP:Iteration 35Q (35050.960000 sec): 3 clusters
  Score: Raw -143245.525492 + Penalty 2305.086458 = -140940.439034
  nChanged 3
		SP:Iteration 36Q (35051.180000 sec): 3 clusters
  Score: Raw -143249.210782 + Penalty 2305.086458 = -140944.124324
  nChanged 2
		SP:Iteration 37Q (35051.360000 sec): 3 clusters
  Score: Raw -143251.830741 + Penalty 2305.086458 = -140946.744283
  nChanged 2
		SP:Iteration 38Q (35051.520000 sec): 3 clusters
  Score: Raw -143253.729528 + Penalty 2305.086458 = -140948.643071
  nChanged 1
		SP:Iteration 39Q (35051.670000 sec): 3 clusters
  Score: Raw -143255.026119 + Penalty 2305.086458 = -140949.939661
  nChanged 1
		SP:Iteration 40F (35051.870000 sec): 3 clusters
  Score: Raw -143257.121894 + Penalty 2305.086458 = -140952.035436
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35051.960000 sec): 2 clusters
  Score: Raw -302246.105620 + Penalty 1291.842048 = -300954.263572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35052.200000 sec): 3 clusters
  Score: Raw -300993.728735 + Penalty 2583.684095 = -298410.044640
  nChanged 1032
		SP:Iteration 1F (35052.390000 sec): 3 clusters
  Score: Raw -301729.447735 + Penalty 2583.684095 = -299145.763640
  nChanged 251
		SP:Iteration 2F (35052.560000 sec): 3 clusters
  Score: Raw -301971.606952 + Penalty 2583.684095 = -299387.922857
  nChanged 185
		SP:Iteration 3F (35052.760000 sec): 3 clusters
  Score: Raw -302173.832805 + Penalty 2583.684095 = -299590.148710
  nChanged 167
		SP:Iteration 4F (35052.940000 sec): 3 clusters
  Score: Raw -302338.590433 + Penalty 2583.684095 = -299754.906338
  nChanged 118
		SP:Iteration 5Q (35053.110000 sec): 3 clusters
  Score: Raw -302459.763578 + Penalty 2583.684095 = -299876.079483
  nChanged 110
		SP:Iteration 6Q (35053.300000 sec): 3 clusters
  Score: Raw -302545.634160 + Penalty 2583.684095 = -299961.950065
  nChanged 76
		SP:Iteration 7Q (35053.490000 sec): 3 clusters
  Score: Raw -302601.644750 + Penalty 2583.684095 = -300017.960655
  nChanged 86
		SP:Iteration 8Q (35053.650000 sec): 3 clusters
  Score: Raw -302669.075260 + Penalty 2583.684095 = -300085.391165
  nChanged 76
		SP:Iteration 9Q (35053.790000 sec): 3 clusters
  Score: Raw -302720.453581 + Penalty 2583.684095 = -300136.769486
  nChanged 65
		SP:Iteration 10Q (35054.000000 sec): 3 clusters
  Score: Raw -302760.368028 + Penalty 2583.684095 = -300176.683933
  nChanged 45
		SP:Iteration 11Q (35054.140000 sec): 3 clusters
  Score: Raw -302788.712773 + Penalty 2583.684095 = -300205.028678
  nChanged 37
		SP:Iteration 12Q (35054.300000 sec): 3 clusters
  Score: Raw -302808.856954 + Penalty 2583.684095 = -300225.172859
  nChanged 29
		SP:Iteration 13Q (35054.460000 sec): 3 clusters
  Score: Raw -302825.709412 + Penalty 2583.684095 = -300242.025317
  nChanged 24
		SP:Iteration 14Q (35054.670000 sec): 3 clusters
  Score: Raw -302841.815678 + Penalty 2583.684095 = -300258.131583
  nChanged 23
		SP:Iteration 15Q (35054.840000 sec): 3 clusters
  Score: Raw -302855.205853 + Penalty 2583.684095 = -300271.521758
  nChanged 21
		SP:Iteration 16Q (35055.030000 sec): 3 clusters
  Score: Raw -302864.598059 + Penalty 2583.684095 = -300280.913963
  nChanged 12
		SP:Iteration 17Q (35055.200000 sec): 3 clusters
  Score: Raw -302870.622633 + Penalty 2583.684095 = -300286.938538
  nChanged 10
		SP:Iteration 18Q (35055.380000 sec): 3 clusters
  Score: Raw -302873.322683 + Penalty 2583.684095 = -300289.638588
  nChanged 6
		SP:Iteration 19Q (35055.580000 sec): 3 clusters
  Score: Raw -302875.604119 + Penalty 2583.684095 = -300291.920024
  nChanged 5
		SP:Iteration 20F (35055.780000 sec): 3 clusters
  Score: Raw -302876.722218 + Penalty 2583.684095 = -300293.038122
  nChanged 3
		SP:Iteration 21Q (35055.940000 sec): 3 clusters
  Score: Raw -302877.013835 + Penalty 2583.684095 = -300293.329739
  nChanged 0
		SP:Iteration 22F (35056.110000 sec): 3 clusters
  Score: Raw -302877.013835 + Penalty 2583.684095 = -300293.329739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35056.210000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35056.400000 sec): 3 clusters
  Score: Raw -151892.125651 + Penalty 2328.031027 = -149564.094624
  nChanged 441
		SP:Iteration 1F (35056.560000 sec): 3 clusters
  Score: Raw -152288.955425 + Penalty 2328.031027 = -149960.924398
  nChanged 111
		SP:Iteration 2F (35056.720000 sec): 3 clusters
  Score: Raw -152398.759334 + Penalty 2328.031027 = -150070.728307
  nChanged 61
		SP:Iteration 3Q (35056.920000 sec): 3 clusters
  Score: Raw -152462.647822 + Penalty 2328.031027 = -150134.616795
  nChanged 55
		SP:Iteration 4Q (35057.090000 sec): 3 clusters
  Score: Raw -152540.498068 + Penalty 2328.031027 = -150212.467041
  nChanged 61
		SP:Iteration 5Q (35057.240000 sec): 3 clusters
  Score: Raw -152614.247185 + Penalty 2328.031027 = -150286.216158
  nChanged 64
		SP:Iteration 6Q (35057.420000 sec): 3 clusters
  Score: Raw -152710.103495 + Penalty 2328.031027 = -150382.072468
  nChanged 58
		SP:Iteration 7Q (35057.590000 sec): 3 clusters
  Score: Raw -152821.210031 + Penalty 2328.031027 = -150493.179004
  nChanged 61
		SP:Iteration 8Q (35057.780000 sec): 3 clusters
  Score: Raw -152932.228403 + Penalty 2328.031027 = -150604.197376
  nChanged 48
		SP:Iteration 9Q (35057.980000 sec): 3 clusters
  Score: Raw -153000.853788 + Penalty 2328.031027 = -150672.822761
  nChanged 31
		SP:Iteration 10Q (35058.140000 sec): 3 clusters
  Score: Raw -153047.276873 + Penalty 2328.031027 = -150719.245846
  nChanged 26
		SP:Iteration 11Q (35058.330000 sec): 3 clusters
  Score: Raw -153071.328468 + Penalty 2328.031027 = -150743.297441
  nChanged 11
		SP:Iteration 12Q (35058.550000 sec): 3 clusters
  Score: Raw -153078.224668 + Penalty 2328.031027 = -150750.193641
  nChanged 4
		SP:Iteration 13Q (35058.740000 sec): 3 clusters
  Score: Raw -153081.044774 + Penalty 2328.031027 = -150753.013747
  nChanged 5
		SP:Iteration 14Q (35058.880000 sec): 3 clusters
  Score: Raw -153085.015863 + Penalty 2328.031027 = -150756.984836
  nChanged 0
		SP:Iteration 15F (35059.080000 sec): 3 clusters
  Score: Raw -153086.430878 + Penalty 2328.031027 = -150758.399851
  nChanged 1
		SP:Iteration 16Q (35059.230000 sec): 3 clusters
  Score: Raw -153087.914216 + Penalty 2328.031027 = -150759.883189
  nChanged 1
		SP:Iteration 17Q (35059.430000 sec): 3 clusters
  Score: Raw -153088.345435 + Penalty 2328.031027 = -150760.314408
  nChanged 0
		SP:Iteration 18F (35059.620000 sec): 3 clusters
  Score: Raw -153088.345435 + Penalty 2328.031027 = -150760.314408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35059.730000 sec): 2 clusters
  Score: Raw -406980.504842 + Penalty 1321.707955 = -405658.796887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35059.900000 sec): 3 clusters
  Score: Raw -405309.165533 + Penalty 2643.415911 = -402665.749622
  nChanged 1328
		SP:Iteration 1F (35060.090000 sec): 3 clusters
  Score: Raw -406062.770307 + Penalty 2643.415911 = -403419.354396
  nChanged 291
		SP:Iteration 2F (35060.290000 sec): 3 clusters
  Score: Raw -406223.680435 + Penalty 2643.415911 = -403580.264524
  nChanged 178
		SP:Iteration 3F (35060.430000 sec): 3 clusters
  Score: Raw -406334.149020 + Penalty 2643.415911 = -403690.733109
  nChanged 151
		SP:Iteration 4Q (35060.610000 sec): 3 clusters
  Score: Raw -406408.374626 + Penalty 2643.415911 = -403764.958716
  nChanged 107
		SP:Iteration 5Q (35060.790000 sec): 3 clusters
  Score: Raw -406472.341561 + Penalty 2643.415911 = -403828.925651
  nChanged 97
		SP:Iteration 6Q (35060.990000 sec): 3 clusters
  Score: Raw -406524.381354 + Penalty 2643.415911 = -403880.965443
  nChanged 100
		SP:Iteration 7Q (35061.210000 sec): 3 clusters
  Score: Raw -406586.306122 + Penalty 2643.415911 = -403942.890211
  nChanged 94
		SP:Iteration 8Q (35061.360000 sec): 3 clusters
  Score: Raw -406644.993529 + Penalty 2643.415911 = -404001.577618
  nChanged 86
		SP:Iteration 9Q (35061.580000 sec): 3 clusters
  Score: Raw -406705.146211 + Penalty 2643.415911 = -404061.730300
  nChanged 75
		SP:Iteration 10Q (35061.730000 sec): 3 clusters
  Score: Raw -406758.142294 + Penalty 2643.415911 = -404114.726383
  nChanged 85
		SP:Iteration 11Q (35061.940000 sec): 3 clusters
  Score: Raw -406812.033456 + Penalty 2643.415911 = -404168.617545
  nChanged 69
		SP:Iteration 12Q (35062.080000 sec): 3 clusters
  Score: Raw -406864.719967 + Penalty 2643.415911 = -404221.304057
  nChanged 69
		SP:Iteration 13Q (35062.240000 sec): 3 clusters
  Score: Raw -406917.607592 + Penalty 2643.415911 = -404274.191682
  nChanged 65
		SP:Iteration 14Q (35062.430000 sec): 3 clusters
  Score: Raw -406962.298347 + Penalty 2643.415911 = -404318.882436
  nChanged 64
		SP:Iteration 15Q (35062.620000 sec): 3 clusters
  Score: Raw -407002.373860 + Penalty 2643.415911 = -404358.957949
  nChanged 45
		SP:Iteration 16Q (35062.800000 sec): 3 clusters
  Score: Raw -407027.540070 + Penalty 2643.415911 = -404384.124159
  nChanged 37
		SP:Iteration 17Q (35063.020000 sec): 3 clusters
  Score: Raw -407049.558432 + Penalty 2643.415911 = -404406.142522
  nChanged 29
		SP:Iteration 18Q (35063.170000 sec): 3 clusters
  Score: Raw -407067.149209 + Penalty 2643.415911 = -404423.733298
  nChanged 27
		SP:Iteration 19Q (35063.400000 sec): 3 clusters
  Score: Raw -407080.437668 + Penalty 2643.415911 = -404437.021757
  nChanged 23
		SP:Iteration 20F (35063.550000 sec): 3 clusters
  Score: Raw -407094.810140 + Penalty 2643.415911 = -404451.394230
  nChanged 32
		SP:Iteration 21Q (35063.720000 sec): 3 clusters
  Score: Raw -407118.082395 + Penalty 2643.415911 = -404474.666484
  nChanged 25
		SP:Iteration 22Q (35063.880000 sec): 3 clusters
  Score: Raw -407134.347286 + Penalty 2643.415911 = -404490.931375
  nChanged 19
		SP:Iteration 23Q (35064.060000 sec): 3 clusters
  Score: Raw -407148.673196 + Penalty 2643.415911 = -404505.257285
  nChanged 18
		SP:Iteration 24Q (35064.240000 sec): 3 clusters
  Score: Raw -407163.447754 + Penalty 2643.415911 = -404520.031843
  nChanged 17
		SP:Iteration 25Q (35064.420000 sec): 3 clusters
  Score: Raw -407176.192382 + Penalty 2643.415911 = -404532.776471
  nChanged 16
		SP:Iteration 26Q (35064.580000 sec): 3 clusters
  Score: Raw -407186.301399 + Penalty 2643.415911 = -404542.885488
  nChanged 11
		SP:Iteration 27Q (35064.760000 sec): 3 clusters
  Score: Raw -407193.494365 + Penalty 2643.415911 = -404550.078454
  nChanged 13
		SP:Iteration 28Q (35064.920000 sec): 3 clusters
  Score: Raw -407204.039841 + Penalty 2643.415911 = -404560.623930
  nChanged 11
		SP:Iteration 29Q (35065.100000 sec): 3 clusters
  Score: Raw -407215.118499 + Penalty 2643.415911 = -404571.702588
  nChanged 12
		SP:Iteration 30Q (35065.300000 sec): 3 clusters
  Score: Raw -407225.449953 + Penalty 2643.415911 = -404582.034042
  nChanged 8
		SP:Iteration 31Q (35065.480000 sec): 3 clusters
  Score: Raw -407230.870514 + Penalty 2643.415911 = -404587.454603
  nChanged 8
		SP:Iteration 32Q (35065.670000 sec): 3 clusters
  Score: Raw -407235.124403 + Penalty 2643.415911 = -404591.708492
  nChanged 2
		SP:Iteration 33Q (35065.840000 sec): 3 clusters
  Score: Raw -407236.531682 + Penalty 2643.415911 = -404593.115772
  nChanged 4
		SP:Iteration 34Q (35066.020000 sec): 3 clusters
  Score: Raw -407238.388977 + Penalty 2643.415911 = -404594.973067
  nChanged 0
		SP:Iteration 35F (35066.210000 sec): 3 clusters
  Score: Raw -407238.388977 + Penalty 2643.415911 = -404594.973067
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35066.290000 sec): 2 clusters
  Score: Raw -340582.695114 + Penalty 1295.805659 = -339286.889455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35066.470000 sec): 3 clusters
  Score: Raw -339197.855200 + Penalty 2591.611318 = -336606.243883
  nChanged 1094
		SP:Iteration 1F (35066.630000 sec): 3 clusters
  Score: Raw -339881.322813 + Penalty 2591.611318 = -337289.711496
  nChanged 238
		SP:Iteration 2F (35066.830000 sec): 3 clusters
  Score: Raw -340037.121265 + Penalty 2591.611318 = -337445.509948
  nChanged 174
		SP:Iteration 3F (35067.030000 sec): 3 clusters
  Score: Raw -340161.444993 + Penalty 2591.611318 = -337569.833676
  nChanged 128
		SP:Iteration 4Q (35067.190000 sec): 3 clusters
  Score: Raw -340249.321063 + Penalty 2591.611318 = -337657.709745
  nChanged 105
		SP:Iteration 5Q (35067.380000 sec): 3 clusters
  Score: Raw -340317.928012 + Penalty 2591.611318 = -337726.316695
  nChanged 102
		SP:Iteration 6Q (35067.550000 sec): 3 clusters
  Score: Raw -340399.047627 + Penalty 2591.611318 = -337807.436310
  nChanged 100
		SP:Iteration 7Q (35067.760000 sec): 3 clusters
  Score: Raw -340458.462683 + Penalty 2591.611318 = -337866.851365
  nChanged 76
		SP:Iteration 8Q (35067.930000 sec): 3 clusters
  Score: Raw -340512.256754 + Penalty 2591.611318 = -337920.645436
  nChanged 76
		SP:Iteration 9Q (35068.100000 sec): 3 clusters
  Score: Raw -340566.765553 + Penalty 2591.611318 = -337975.154236
  nChanged 79
		SP:Iteration 10Q (35068.280000 sec): 3 clusters
  Score: Raw -340633.613053 + Penalty 2591.611318 = -338042.001735
  nChanged 96
		SP:Iteration 11Q (35068.480000 sec): 3 clusters
  Score: Raw -340721.308462 + Penalty 2591.611318 = -338129.697144
  nChanged 105
		SP:Iteration 12Q (35068.600000 sec): 3 clusters
  Score: Raw -340839.860750 + Penalty 2591.611318 = -338248.249433
  nChanged 89
		SP:Iteration 13Q (35068.810000 sec): 3 clusters
  Score: Raw -340945.856160 + Penalty 2591.611318 = -338354.244842
  nChanged 97
		SP:Iteration 14Q (35068.950000 sec): 3 clusters
  Score: Raw -341045.505826 + Penalty 2591.611318 = -338453.894508
  nChanged 86
		SP:Iteration 15Q (35069.190000 sec): 3 clusters
  Score: Raw -341119.735725 + Penalty 2591.611318 = -338528.124408
  nChanged 47
		SP:Iteration 16Q (35069.350000 sec): 3 clusters
  Score: Raw -341152.367668 + Penalty 2591.611318 = -338560.756351
  nChanged 36
		SP:Iteration 17Q (35069.550000 sec): 3 clusters
  Score: Raw -341175.716293 + Penalty 2591.611318 = -338584.104975
  nChanged 31
		SP:Iteration 18Q (35069.770000 sec): 3 clusters
  Score: Raw -341194.634583 + Penalty 2591.611318 = -338603.023265
  nChanged 24
		SP:Iteration 19Q (35069.970000 sec): 3 clusters
  Score: Raw -341205.796893 + Penalty 2591.611318 = -338614.185575
  nChanged 24
		SP:Iteration 20F (35070.150000 sec): 3 clusters
  Score: Raw -341219.121000 + Penalty 2591.611318 = -338627.509683
  nChanged 22
		SP:Iteration 21Q (35070.330000 sec): 3 clusters
  Score: Raw -341229.240681 + Penalty 2591.611318 = -338637.629363
  nChanged 14
		SP:Iteration 22Q (35070.500000 sec): 3 clusters
  Score: Raw -341234.013827 + Penalty 2591.611318 = -338642.402510
  nChanged 8
		SP:Iteration 23Q (35070.650000 sec): 3 clusters
  Score: Raw -341238.054647 + Penalty 2591.611318 = -338646.443329
  nChanged 6
		SP:Iteration 24Q (35070.840000 sec): 3 clusters
  Score: Raw -341241.293155 + Penalty 2591.611318 = -338649.681838
  nChanged 6
		SP:Iteration 25Q (35071.000000 sec): 3 clusters
  Score: Raw -341243.575289 + Penalty 2591.611318 = -338651.963972
  nChanged 3
		SP:Iteration 26Q (35071.230000 sec): 3 clusters
  Score: Raw -341244.493540 + Penalty 2591.611318 = -338652.882223
  nChanged 4
		SP:Iteration 27Q (35071.370000 sec): 3 clusters
  Score: Raw -341246.642725 + Penalty 2591.611318 = -338655.031408
  nChanged 4
		SP:Iteration 28Q (35071.530000 sec): 3 clusters
  Score: Raw -341248.541366 + Penalty 2591.611318 = -338656.930048
  nChanged 1
		SP:Iteration 29Q (35071.730000 sec): 3 clusters
  Score: Raw -341249.016150 + Penalty 2591.611318 = -338657.404832
  nChanged 2
		SP:Iteration 30Q (35071.910000 sec): 3 clusters
  Score: Raw -341249.673775 + Penalty 2591.611318 = -338658.062458
  nChanged 2
		SP:Iteration 31Q (35072.110000 sec): 3 clusters
  Score: Raw -341250.514707 + Penalty 2591.611318 = -338658.903389
  nChanged 0
		SP:Iteration 32F (35072.290000 sec): 3 clusters
  Score: Raw -341250.514707 + Penalty 2591.611318 = -338658.903389
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35072.370000 sec): 2 clusters
  Score: Raw -335608.986513 + Penalty 1297.696508 = -334311.290004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35072.570000 sec): 3 clusters
  Score: Raw -334222.043367 + Penalty 2595.393017 = -331626.650350
  nChanged 1108
		SP:Iteration 1F (35072.740000 sec): 3 clusters
  Score: Raw -335005.693361 + Penalty 2595.393017 = -332410.300345
  nChanged 259
		SP:Iteration 2F (35072.910000 sec): 3 clusters
  Score: Raw -335250.618364 + Penalty 2595.393017 = -332655.225348
  nChanged 189
		SP:Iteration 3F (35073.090000 sec): 3 clusters
  Score: Raw -335437.946235 + Penalty 2595.393017 = -332842.553218
  nChanged 140
		SP:Iteration 4Q (35073.290000 sec): 3 clusters
  Score: Raw -335558.828901 + Penalty 2595.393017 = -332963.435885
  nChanged 128
		SP:Iteration 5Q (35073.450000 sec): 3 clusters
  Score: Raw -335664.201149 + Penalty 2595.393017 = -333068.808133
  nChanged 91
		SP:Iteration 6Q (35073.690000 sec): 3 clusters
  Score: Raw -335723.977077 + Penalty 2595.393017 = -333128.584061
  nChanged 73
		SP:Iteration 7Q (35073.860000 sec): 3 clusters
  Score: Raw -335771.044876 + Penalty 2595.393017 = -333175.651859
  nChanged 67
		SP:Iteration 8Q (35074.000000 sec): 3 clusters
  Score: Raw -335817.847230 + Penalty 2595.393017 = -333222.454213
  nChanged 48
		SP:Iteration 9Q (35074.180000 sec): 3 clusters
  Score: Raw -335846.953984 + Penalty 2595.393017 = -333251.560967
  nChanged 43
		SP:Iteration 10Q (35074.360000 sec): 3 clusters
  Score: Raw -335866.206131 + Penalty 2595.393017 = -333270.813114
  nChanged 46
		SP:Iteration 11Q (35074.530000 sec): 3 clusters
  Score: Raw -335888.741892 + Penalty 2595.393017 = -333293.348875
  nChanged 43
		SP:Iteration 12Q (35074.740000 sec): 3 clusters
  Score: Raw -335917.089616 + Penalty 2595.393017 = -333321.696599
  nChanged 40
		SP:Iteration 13Q (35074.910000 sec): 3 clusters
  Score: Raw -335947.922139 + Penalty 2595.393017 = -333352.529122
  nChanged 57
		SP:Iteration 14Q (35075.100000 sec): 3 clusters
  Score: Raw -335990.166228 + Penalty 2595.393017 = -333394.773212
  nChanged 51
		SP:Iteration 15Q (35075.260000 sec): 3 clusters
  Score: Raw -336027.034561 + Penalty 2595.393017 = -333431.641545
  nChanged 44
		SP:Iteration 16Q (35075.450000 sec): 3 clusters
  Score: Raw -336053.983793 + Penalty 2595.393017 = -333458.590777
  nChanged 34
		SP:Iteration 17Q (35075.630000 sec): 3 clusters
  Score: Raw -336072.031792 + Penalty 2595.393017 = -333476.638776
  nChanged 29
		SP:Iteration 18Q (35075.860000 sec): 3 clusters
  Score: Raw -336086.944377 + Penalty 2595.393017 = -333491.551360
  nChanged 23
		SP:Iteration 19Q (35076.010000 sec): 3 clusters
  Score: Raw -336100.725940 + Penalty 2595.393017 = -333505.332924
  nChanged 23
		SP:Iteration 20F (35076.200000 sec): 3 clusters
  Score: Raw -336113.149367 + Penalty 2595.393017 = -333517.756350
  nChanged 21
		SP:Iteration 21Q (35076.390000 sec): 3 clusters
  Score: Raw -336122.797120 + Penalty 2595.393017 = -333527.404103
  nChanged 18
		SP:Iteration 22Q (35076.580000 sec): 3 clusters
  Score: Raw -336128.516029 + Penalty 2595.393017 = -333533.123013
  nChanged 10
		SP:Iteration 23Q (35076.720000 sec): 3 clusters
  Score: Raw -336133.037657 + Penalty 2595.393017 = -333537.644640
  nChanged 8
		SP:Iteration 24Q (35076.920000 sec): 3 clusters
  Score: Raw -336136.753106 + Penalty 2595.393017 = -333541.360089
  nChanged 10
		SP:Iteration 25Q (35077.040000 sec): 3 clusters
  Score: Raw -336139.503127 + Penalty 2595.393017 = -333544.110111
  nChanged 4
		SP:Iteration 26Q (35077.220000 sec): 3 clusters
  Score: Raw -336142.067315 + Penalty 2595.393017 = -333546.674298
  nChanged 5
		SP:Iteration 27Q (35077.370000 sec): 3 clusters
  Score: Raw -336145.413744 + Penalty 2595.393017 = -333550.020727
  nChanged 4
		SP:Iteration 28Q (35077.550000 sec): 3 clusters
  Score: Raw -336148.258258 + Penalty 2595.393017 = -333552.865242
  nChanged 5
		SP:Iteration 29Q (35077.740000 sec): 3 clusters
  Score: Raw -336151.154319 + Penalty 2595.393017 = -333555.761303
  nChanged 3
		SP:Iteration 30Q (35077.920000 sec): 3 clusters
  Score: Raw -336152.922523 + Penalty 2595.393017 = -333557.529507
  nChanged 3
		SP:Iteration 31Q (35078.060000 sec): 3 clusters
  Score: Raw -336153.802198 + Penalty 2595.393017 = -333558.409181
  nChanged 4
		SP:Iteration 32Q (35078.210000 sec): 3 clusters
  Score: Raw -336155.237078 + Penalty 2595.393017 = -333559.844062
  nChanged 3
		SP:Iteration 33Q (35078.360000 sec): 3 clusters
  Score: Raw -336156.063442 + Penalty 2595.393017 = -333560.670426
  nChanged 2
		SP:Iteration 34Q (35078.500000 sec): 3 clusters
  Score: Raw -336156.493957 + Penalty 2595.393017 = -333561.100941
  nChanged 1
		SP:Iteration 35Q (35078.660000 sec): 3 clusters
  Score: Raw -336156.659378 + Penalty 2595.393017 = -333561.266362
  nChanged 2
		SP:Iteration 36Q (35078.830000 sec): 3 clusters
  Score: Raw -336157.759404 + Penalty 2595.393017 = -333562.366387
  nChanged 2
		SP:Iteration 37Q (35079.020000 sec): 3 clusters
  Score: Raw -336158.201445 + Penalty 2595.393017 = -333562.808428
  nChanged 2
		SP:Iteration 38Q (35079.250000 sec): 3 clusters
  Score: Raw -336159.609781 + Penalty 2595.393017 = -333564.216764
  nChanged 5
		SP:Iteration 39Q (35079.450000 sec): 3 clusters
  Score: Raw -336162.341761 + Penalty 2595.393017 = -333566.948745
  nChanged 6
		SP:Iteration 40F (35079.620000 sec): 3 clusters
  Score: Raw -336164.332588 + Penalty 2595.393017 = -333568.939572
  nChanged 1
		SP:Iteration 41Q (35079.790000 sec): 3 clusters
  Score: Raw -336164.741260 + Penalty 2595.393017 = -333569.348243
  nChanged 1
		SP:Iteration 42Q (35079.980000 sec): 3 clusters
  Score: Raw -336164.967207 + Penalty 2595.393017 = -333569.574190
  nChanged 1
		SP:Iteration 43Q (35080.200000 sec): 3 clusters
  Score: Raw -336165.253368 + Penalty 2595.393017 = -333569.860351
  nChanged 0
		SP:Iteration 44F (35080.370000 sec): 3 clusters
  Score: Raw -336165.253368 + Penalty 2595.393017 = -333569.860351
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35080.490000 sec): 2 clusters
  Score: Raw -1734615.473514 + Penalty 1555.097594 = -1733060.375920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35080.730000 sec): 3 clusters
  Score: Raw -1726185.997054 + Penalty 3110.195188 = -1723075.801866
  nChanged 6393
		SP:Iteration 1F (35080.960000 sec): 3 clusters
  Score: Raw -1729834.811029 + Penalty 3110.195188 = -1726724.615841
  nChanged 916
		SP:Iteration 2F (35081.180000 sec): 3 clusters
  Score: Raw -1730305.046055 + Penalty 3110.195188 = -1727194.850867
  nChanged 919
		SP:Iteration 3F (35081.450000 sec): 3 clusters
  Score: Raw -1730804.333404 + Penalty 3110.195188 = -1727694.138216
  nChanged 876
		SP:Iteration 4F (35081.690000 sec): 3 clusters
  Score: Raw -1731319.361119 + Penalty 3110.195188 = -1728209.165931
  nChanged 786
		SP:Iteration 5F (35081.920000 sec): 3 clusters
  Score: Raw -1731843.007607 + Penalty 3110.195188 = -1728732.812419
  nChanged 782
		SP:Iteration 6F (35082.150000 sec): 3 clusters
  Score: Raw -1732474.313996 + Penalty 3110.195188 = -1729364.118808
  nChanged 723
		SP:Iteration 7F (35082.370000 sec): 3 clusters
  Score: Raw -1733064.411187 + Penalty 3110.195188 = -1729954.215999
  nChanged 631
		SP:Iteration 8Q (35082.630000 sec): 3 clusters
  Score: Raw -1733559.225574 + Penalty 3110.195188 = -1730449.030386
  nChanged 462
		SP:Iteration 9Q (35082.890000 sec): 3 clusters
  Score: Raw -1733853.860473 + Penalty 3110.195188 = -1730743.665285
  nChanged 370
		SP:Iteration 10Q (35083.060000 sec): 3 clusters
  Score: Raw -1734033.015339 + Penalty 3110.195188 = -1730922.820151
  nChanged 246
		SP:Iteration 11Q (35083.310000 sec): 3 clusters
  Score: Raw -1734118.626858 + Penalty 3110.195188 = -1731008.431670
  nChanged 156
		SP:Iteration 12Q (35083.520000 sec): 3 clusters
  Score: Raw -1734164.517009 + Penalty 3110.195188 = -1731054.321821
  nChanged 116
		SP:Iteration 13Q (35083.750000 sec): 3 clusters
  Score: Raw -1734196.117599 + Penalty 3110.195188 = -1731085.922411
  nChanged 94
		SP:Iteration 14Q (35083.960000 sec): 3 clusters
  Score: Raw -1734225.027787 + Penalty 3110.195188 = -1731114.832599
  nChanged 89
		SP:Iteration 15Q (35084.160000 sec): 3 clusters
  Score: Raw -1734250.569825 + Penalty 3110.195188 = -1731140.374637
  nChanged 83
		SP:Iteration 16Q (35084.420000 sec): 3 clusters
  Score: Raw -1734269.253270 + Penalty 3110.195188 = -1731159.058082
  nChanged 64
		SP:Iteration 17Q (35084.620000 sec): 3 clusters
  Score: Raw -1734280.716193 + Penalty 3110.195188 = -1731170.521005
  nChanged 46
		SP:Iteration 18Q (35084.870000 sec): 3 clusters
  Score: Raw -1734289.237352 + Penalty 3110.195188 = -1731179.042164
  nChanged 41
		SP:Iteration 19Q (35085.060000 sec): 3 clusters
  Score: Raw -1734296.605064 + Penalty 3110.195188 = -1731186.409876
  nChanged 42
		SP:Iteration 20F (35085.280000 sec): 3 clusters
  Score: Raw -1734303.870353 + Penalty 3110.195188 = -1731193.675165
  nChanged 34
		SP:Iteration 21Q (35085.520000 sec): 3 clusters
  Score: Raw -1734310.268003 + Penalty 3110.195188 = -1731200.072815
  nChanged 41
		SP:Iteration 22Q (35085.720000 sec): 3 clusters
  Score: Raw -1734317.766726 + Penalty 3110.195188 = -1731207.571538
  nChanged 40
		SP:Iteration 23Q (35085.930000 sec): 3 clusters
  Score: Raw -1734324.291086 + Penalty 3110.195188 = -1731214.095898
  nChanged 35
		SP:Iteration 24Q (35086.150000 sec): 3 clusters
  Score: Raw -1734330.997439 + Penalty 3110.195188 = -1731220.802251
  nChanged 35
		SP:Iteration 25Q (35086.370000 sec): 3 clusters
  Score: Raw -1734336.887232 + Penalty 3110.195188 = -1731226.692044
  nChanged 35
		SP:Iteration 26Q (35086.600000 sec): 3 clusters
  Score: Raw -1734342.157804 + Penalty 3110.195188 = -1731231.962616
  nChanged 27
		SP:Iteration 27Q (35086.840000 sec): 3 clusters
  Score: Raw -1734346.805883 + Penalty 3110.195188 = -1731236.610695
  nChanged 31
		SP:Iteration 28Q (35087.060000 sec): 3 clusters
  Score: Raw -1734352.610230 + Penalty 3110.195188 = -1731242.415042
  nChanged 36
		SP:Iteration 29Q (35087.280000 sec): 3 clusters
  Score: Raw -1734360.266754 + Penalty 3110.195188 = -1731250.071566
  nChanged 42
		SP:Iteration 30Q (35087.530000 sec): 3 clusters
  Score: Raw -1734367.832595 + Penalty 3110.195188 = -1731257.637407
  nChanged 33
		SP:Iteration 31Q (35087.750000 sec): 3 clusters
  Score: Raw -1734374.679092 + Penalty 3110.195188 = -1731264.483904
  nChanged 28
		SP:Iteration 32Q (35087.940000 sec): 3 clusters
  Score: Raw -1734378.932934 + Penalty 3110.195188 = -1731268.737747
  nChanged 24
		SP:Iteration 33Q (35088.170000 sec): 3 clusters
  Score: Raw -1734381.835398 + Penalty 3110.195188 = -1731271.640211
  nChanged 19
		SP:Iteration 34Q (35088.380000 sec): 3 clusters
  Score: Raw -1734384.248116 + Penalty 3110.195188 = -1731274.052928
  nChanged 21
		SP:Iteration 35Q (35088.650000 sec): 3 clusters
  Score: Raw -1734388.037268 + Penalty 3110.195188 = -1731277.842080
  nChanged 22
		SP:Iteration 36Q (35088.880000 sec): 3 clusters
  Score: Raw -1734392.408708 + Penalty 3110.195188 = -1731282.213521
  nChanged 23
		SP:Iteration 37Q (35089.080000 sec): 3 clusters
  Score: Raw -1734396.017633 + Penalty 3110.195188 = -1731285.822445
  nChanged 25
		SP:Iteration 38Q (35089.310000 sec): 3 clusters
  Score: Raw -1734399.463781 + Penalty 3110.195188 = -1731289.268593
  nChanged 15
		SP:Iteration 39Q (35089.520000 sec): 3 clusters
  Score: Raw -1734401.367009 + Penalty 3110.195188 = -1731291.171821
  nChanged 10
		SP:Iteration 40F (35089.740000 sec): 3 clusters
  Score: Raw -1734402.802533 + Penalty 3110.195188 = -1731292.607345
  nChanged 14
		SP:Iteration 41Q (35089.980000 sec): 3 clusters
  Score: Raw -1734404.764819 + Penalty 3110.195188 = -1731294.569632
  nChanged 8
		SP:Iteration 42Q (35090.210000 sec): 3 clusters
  Score: Raw -1734405.832551 + Penalty 3110.195188 = -1731295.637363
  nChanged 8
		SP:Iteration 43Q (35090.410000 sec): 3 clusters
  Score: Raw -1734406.810322 + Penalty 3110.195188 = -1731296.615134
  nChanged 13
		SP:Iteration 44Q (35090.660000 sec): 3 clusters
  Score: Raw -1734409.101701 + Penalty 3110.195188 = -1731298.906513
  nChanged 15
		SP:Iteration 45Q (35090.890000 sec): 3 clusters
  Score: Raw -1734411.673358 + Penalty 3110.195188 = -1731301.478171
  nChanged 12
		SP:Iteration 46Q (35091.100000 sec): 3 clusters
  Score: Raw -1734414.039315 + Penalty 3110.195188 = -1731303.844127
  nChanged 14
		SP:Iteration 47Q (35091.360000 sec): 3 clusters
  Score: Raw -1734416.579644 + Penalty 3110.195188 = -1731306.384456
  nChanged 18
		SP:Iteration 48Q (35091.550000 sec): 3 clusters
  Score: Raw -1734419.119812 + Penalty 3110.195188 = -1731308.924624
  nChanged 12
		SP:Iteration 49Q (35091.790000 sec): 3 clusters
  Score: Raw -1734420.405101 + Penalty 3110.195188 = -1731310.209913
  nChanged 7
		SP:Iteration 50Q (35092.050000 sec): 3 clusters
  Score: Raw -1734421.416963 + Penalty 3110.195188 = -1731311.221776
  nChanged 7
		SP:Iteration 51Q (35092.250000 sec): 3 clusters
  Score: Raw -1734422.361981 + Penalty 3110.195188 = -1731312.166793
  nChanged 9
		SP:Iteration 52Q (35092.490000 sec): 3 clusters
  Score: Raw -1734423.545142 + Penalty 3110.195188 = -1731313.349955
  nChanged 9
		SP:Iteration 53Q (35092.710000 sec): 3 clusters
  Score: Raw -1734424.972485 + Penalty 3110.195188 = -1731314.777297
  nChanged 12
		SP:Iteration 54Q (35092.920000 sec): 3 clusters
  Score: Raw -1734426.892425 + Penalty 3110.195188 = -1731316.697237
  nChanged 11
		SP:Iteration 55Q (35093.190000 sec): 3 clusters
  Score: Raw -1734428.141557 + Penalty 3110.195188 = -1731317.946369
  nChanged 9
		SP:Iteration 56Q (35093.410000 sec): 3 clusters
  Score: Raw -1734428.867158 + Penalty 3110.195188 = -1731318.671970
  nChanged 2
		SP:Iteration 57Q (35093.650000 sec): 3 clusters
  Score: Raw -1734429.063314 + Penalty 3110.195188 = -1731318.868127
  nChanged 3
		SP:Iteration 58Q (35093.830000 sec): 3 clusters
  Score: Raw -1734429.347399 + Penalty 3110.195188 = -1731319.152211
  nChanged 1
		SP:Iteration 59Q (35094.050000 sec): 3 clusters
  Score: Raw -1734429.474323 + Penalty 3110.195188 = -1731319.279135
  nChanged 1
		SP:Iteration 60F (35094.270000 sec): 3 clusters
  Score: Raw -1734429.562742 + Penalty 3110.195188 = -1731319.367554
  nChanged 1
		SP:Iteration 61Q (35094.490000 sec): 3 clusters
  Score: Raw -1734429.725811 + Penalty 3110.195188 = -1731319.530623
  nChanged 1
		SP:Iteration 62Q (35094.750000 sec): 3 clusters
  Score: Raw -1734429.808386 + Penalty 3110.195188 = -1731319.613198
  nChanged 1
		SP:Iteration 63Q (35094.980000 sec): 3 clusters
  Score: Raw -1734429.895903 + Penalty 3110.195188 = -1731319.700715
  nChanged 0
		SP:Iteration 64F (35095.210000 sec): 3 clusters
  Score: Raw -1734429.895903 + Penalty 3110.195188 = -1731319.700715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35095.540000 sec): 2 clusters
  Score: Raw -6080979.361708 + Penalty 1765.351164 = -6079214.010544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35095.950000 sec): 3 clusters
  Score: Raw -6047912.706668 + Penalty 3530.702328 = -6044382.004339
  nChanged 24466
		SP:Iteration 1F (35096.340000 sec): 3 clusters
  Score: Raw -6062284.662798 + Penalty 3530.702328 = -6058753.960470
  nChanged 2971
		SP:Iteration 2F (35096.730000 sec): 3 clusters
  Score: Raw -6063760.099925 + Penalty 3530.702328 = -6060229.397596
  nChanged 3257
		SP:Iteration 3F (35097.110000 sec): 3 clusters
  Score: Raw -6065689.124552 + Penalty 3530.702328 = -6062158.422224
  nChanged 3573
		SP:Iteration 4F (35097.540000 sec): 3 clusters
  Score: Raw -6067948.255934 + Penalty 3530.702328 = -6064417.553606
  nChanged 3587
		SP:Iteration 5F (35097.960000 sec): 3 clusters
  Score: Raw -6070227.060108 + Penalty 3530.702328 = -6066696.357780
  nChanged 3182
		SP:Iteration 6F (35098.390000 sec): 3 clusters
  Score: Raw -6072174.205800 + Penalty 3530.702328 = -6068643.503472
  nChanged 2671
		SP:Iteration 7F (35098.830000 sec): 3 clusters
  Score: Raw -6073687.071360 + Penalty 3530.702328 = -6070156.369032
  nChanged 2216
		SP:Iteration 8Q (35099.260000 sec): 3 clusters
  Score: Raw -6074871.700544 + Penalty 3530.702328 = -6071340.998216
  nChanged 1817
		SP:Iteration 9Q (35099.720000 sec): 3 clusters
  Score: Raw -6075860.980200 + Penalty 3530.702328 = -6072330.277872
  nChanged 1494
		SP:Iteration 10Q (35100.150000 sec): 3 clusters
  Score: Raw -6076695.107284 + Penalty 3530.702328 = -6073164.404955
  nChanged 1317
		SP:Iteration 11Q (35100.590000 sec): 3 clusters
  Score: Raw -6077451.607430 + Penalty 3530.702328 = -6073920.905102
  nChanged 1145
		SP:Iteration 12Q (35101.010000 sec): 3 clusters
  Score: Raw -6078057.367735 + Penalty 3530.702328 = -6074526.665407
  nChanged 1051
		SP:Iteration 13Q (35101.430000 sec): 3 clusters
  Score: Raw -6078555.553132 + Penalty 3530.702328 = -6075024.850804
  nChanged 882
		SP:Iteration 14Q (35101.880000 sec): 3 clusters
  Score: Raw -6078919.153968 + Penalty 3530.702328 = -6075388.451640
  nChanged 779
		SP:Iteration 15Q (35102.290000 sec): 3 clusters
  Score: Raw -6079211.012167 + Penalty 3530.702328 = -6075680.309839
  nChanged 730
		SP:Iteration 16Q (35102.730000 sec): 3 clusters
  Score: Raw -6079475.206425 + Penalty 3530.702328 = -6075944.504097
  nChanged 634
		SP:Iteration 17Q (35103.160000 sec): 3 clusters
  Score: Raw -6079709.829168 + Penalty 3530.702328 = -6076179.126840
  nChanged 606
		SP:Iteration 18Q (35103.570000 sec): 3 clusters
  Score: Raw -6079943.945360 + Penalty 3530.702328 = -6076413.243032
  nChanged 585
		SP:Iteration 19Q (35103.970000 sec): 3 clusters
  Score: Raw -6080191.843494 + Penalty 3530.702328 = -6076661.141166
  nChanged 580
		SP:Iteration 20F (35104.360000 sec): 3 clusters
  Score: Raw -6080466.910230 + Penalty 3530.702328 = -6076936.207902
  nChanged 548
		SP:Iteration 21Q (35104.750000 sec): 3 clusters
  Score: Raw -6080734.924349 + Penalty 3530.702328 = -6077204.222021
  nChanged 521
		SP:Iteration 22Q (35105.150000 sec): 3 clusters
  Score: Raw -6080975.592815 + Penalty 3530.702328 = -6077444.890486
  nChanged 449
		SP:Iteration 23Q (35105.590000 sec): 3 clusters
  Score: Raw -6081172.053384 + Penalty 3530.702328 = -6077641.351056
  nChanged 374
		SP:Iteration 24Q (35106.000000 sec): 3 clusters
  Score: Raw -6081328.862465 + Penalty 3530.702328 = -6077798.160137
  nChanged 346
		SP:Iteration 25Q (35106.390000 sec): 3 clusters
  Score: Raw -6081466.947699 + Penalty 3530.702328 = -6077936.245371
  nChanged 299
		SP:Iteration 26Q (35106.780000 sec): 3 clusters
  Score: Raw -6081563.378117 + Penalty 3530.702328 = -6078032.675789
  nChanged 238
		SP:Iteration 27Q (35107.180000 sec): 3 clusters
  Score: Raw -6081624.308099 + Penalty 3530.702328 = -6078093.605771
  nChanged 183
		SP:Iteration 28Q (35107.530000 sec): 3 clusters
  Score: Raw -6081667.286901 + Penalty 3530.702328 = -6078136.584573
  nChanged 161
		SP:Iteration 29Q (35107.940000 sec): 3 clusters
  Score: Raw -6081697.762067 + Penalty 3530.702328 = -6078167.059739
  nChanged 128
		SP:Iteration 30Q (35108.340000 sec): 3 clusters
  Score: Raw -6081718.717945 + Penalty 3530.702328 = -6078188.015617
  nChanged 95
		SP:Iteration 31Q (35108.700000 sec): 3 clusters
  Score: Raw -6081735.637852 + Penalty 3530.702328 = -6078204.935524
  nChanged 101
		SP:Iteration 32Q (35109.060000 sec): 3 clusters
  Score: Raw -6081751.763518 + Penalty 3530.702328 = -6078221.061190
  nChanged 95
		SP:Iteration 33Q (35109.450000 sec): 3 clusters
  Score: Raw -6081765.779459 + Penalty 3530.702328 = -6078235.077131
  nChanged 64
		SP:Iteration 34Q (35109.840000 sec): 3 clusters
  Score: Raw -6081773.829781 + Penalty 3530.702328 = -6078243.127453
  nChanged 52
		SP:Iteration 35Q (35110.200000 sec): 3 clusters
  Score: Raw -6081780.578580 + Penalty 3530.702328 = -6078249.876251
  nChanged 48
		SP:Iteration 36Q (35110.570000 sec): 3 clusters
  Score: Raw -6081786.235699 + Penalty 3530.702328 = -6078255.533371
  nChanged 47
		SP:Iteration 37Q (35110.920000 sec): 3 clusters
  Score: Raw -6081791.164724 + Penalty 3530.702328 = -6078260.462396
  nChanged 37
		SP:Iteration 38Q (35111.260000 sec): 3 clusters
  Score: Raw -6081795.839240 + Penalty 3530.702328 = -6078265.136912
  nChanged 35
		SP:Iteration 39Q (35111.600000 sec): 3 clusters
  Score: Raw -6081800.405423 + Penalty 3530.702328 = -6078269.703095
  nChanged 31
		SP:Iteration 40F (35111.970000 sec): 3 clusters
  Score: Raw -6081804.305601 + Penalty 3530.702328 = -6078273.603273
  nChanged 28
		SP:Iteration 41Q (35112.320000 sec): 3 clusters
  Score: Raw -6081807.673637 + Penalty 3530.702328 = -6078276.971309
  nChanged 30
		SP:Iteration 42Q (35112.610000 sec): 3 clusters
  Score: Raw -6081811.485067 + Penalty 3530.702328 = -6078280.782739
  nChanged 25
		SP:Iteration 43Q (35112.980000 sec): 3 clusters
  Score: Raw -6081814.061618 + Penalty 3530.702328 = -6078283.359290
  nChanged 24
		SP:Iteration 44Q (35113.340000 sec): 3 clusters
  Score: Raw -6081816.576849 + Penalty 3530.702328 = -6078285.874521
  nChanged 21
		SP:Iteration 45Q (35113.680000 sec): 3 clusters
  Score: Raw -6081818.426082 + Penalty 3530.702328 = -6078287.723754
  nChanged 16
		SP:Iteration 46Q (35114.020000 sec): 3 clusters
  Score: Raw -6081820.118789 + Penalty 3530.702328 = -6078289.416461
  nChanged 11
		SP:Iteration 47Q (35114.410000 sec): 3 clusters
  Score: Raw -6081821.115196 + Penalty 3530.702328 = -6078290.412868
  nChanged 12
		SP:Iteration 48Q (35114.740000 sec): 3 clusters
  Score: Raw -6081822.503697 + Penalty 3530.702328 = -6078291.801369
  nChanged 13
		SP:Iteration 49Q (35115.160000 sec): 3 clusters
  Score: Raw -6081824.262600 + Penalty 3530.702328 = -6078293.560272
  nChanged 14
		SP:Iteration 50Q (35115.550000 sec): 3 clusters
  Score: Raw -6081825.631143 + Penalty 3530.702328 = -6078294.928815
  nChanged 17
		SP:Iteration 51Q (35115.930000 sec): 3 clusters
  Score: Raw -6081827.395520 + Penalty 3530.702328 = -6078296.693192
  nChanged 22
		SP:Iteration 52Q (35116.320000 sec): 3 clusters
  Score: Raw -6081829.305247 + Penalty 3530.702328 = -6078298.602919
  nChanged 12
		SP:Iteration 53Q (35116.710000 sec): 3 clusters
  Score: Raw -6081830.454010 + Penalty 3530.702328 = -6078299.751682
  nChanged 4
		SP:Iteration 54Q (35117.070000 sec): 3 clusters
  Score: Raw -6081831.030972 + Penalty 3530.702328 = -6078300.328644
  nChanged 9
		SP:Iteration 55Q (35117.450000 sec): 3 clusters
  Score: Raw -6081831.794599 + Penalty 3530.702328 = -6078301.092270
  nChanged 6
		SP:Iteration 56Q (35117.880000 sec): 3 clusters
  Score: Raw -6081832.539914 + Penalty 3530.702328 = -6078301.837585
  nChanged 10
		SP:Iteration 57Q (35118.260000 sec): 3 clusters
  Score: Raw -6081833.780067 + Penalty 3530.702328 = -6078303.077739
  nChanged 15
		SP:Iteration 58Q (35118.640000 sec): 3 clusters
  Score: Raw -6081835.478908 + Penalty 3530.702328 = -6078304.776580
  nChanged 16
		SP:Iteration 59Q (35119.070000 sec): 3 clusters
  Score: Raw -6081837.834935 + Penalty 3530.702328 = -6078307.132606
  nChanged 19
		SP:Iteration 60F (35119.470000 sec): 3 clusters
  Score: Raw -6081840.735474 + Penalty 3530.702328 = -6078310.033146
  nChanged 17
		SP:Iteration 61Q (35119.850000 sec): 3 clusters
  Score: Raw -6081842.726225 + Penalty 3530.702328 = -6078312.023897
  nChanged 10
		SP:Iteration 62Q (35120.260000 sec): 3 clusters
  Score: Raw -6081843.761985 + Penalty 3530.702328 = -6078313.059656
  nChanged 11
		SP:Iteration 63Q (35120.660000 sec): 3 clusters
  Score: Raw -6081845.587317 + Penalty 3530.702328 = -6078314.884989
  nChanged 19
		SP:Iteration 64Q (35121.040000 sec): 3 clusters
  Score: Raw -6081849.074165 + Penalty 3530.702328 = -6078318.371837
  nChanged 27
		SP:Iteration 65Q (35121.460000 sec): 3 clusters
  Score: Raw -6081852.681944 + Penalty 3530.702328 = -6078321.979616
  nChanged 19
		SP:Iteration 66Q (35121.830000 sec): 3 clusters
  Score: Raw -6081855.063472 + Penalty 3530.702328 = -6078324.361144
  nChanged 23
		SP:Iteration 67Q (35122.200000 sec): 3 clusters
  Score: Raw -6081857.754575 + Penalty 3530.702328 = -6078327.052247
  nChanged 16
		SP:Iteration 68Q (35122.580000 sec): 3 clusters
  Score: Raw -6081859.954275 + Penalty 3530.702328 = -6078329.251947
  nChanged 14
		SP:Iteration 69Q (35122.940000 sec): 3 clusters
  Score: Raw -6081861.665910 + Penalty 3530.702328 = -6078330.963582
  nChanged 14
		SP:Iteration 70Q (35123.330000 sec): 3 clusters
  Score: Raw -6081862.857733 + Penalty 3530.702328 = -6078332.155404
  nChanged 11
		SP:Iteration 71Q (35123.730000 sec): 3 clusters
  Score: Raw -6081863.830281 + Penalty 3530.702328 = -6078333.127952
  nChanged 9
		SP:Iteration 72Q (35124.190000 sec): 3 clusters
  Score: Raw -6081864.694980 + Penalty 3530.702328 = -6078333.992652
  nChanged 6
		SP:Iteration 73Q (35124.610000 sec): 3 clusters
  Score: Raw -6081865.207812 + Penalty 3530.702328 = -6078334.505484
  nChanged 6
		SP:Iteration 74Q (35125.050000 sec): 3 clusters
  Score: Raw -6081865.889314 + Penalty 3530.702328 = -6078335.186986
  nChanged 5
		SP:Iteration 75Q (35125.440000 sec): 3 clusters
  Score: Raw -6081866.729544 + Penalty 3530.702328 = -6078336.027216
  nChanged 6
		SP:Iteration 76Q (35125.830000 sec): 3 clusters
  Score: Raw -6081867.403746 + Penalty 3530.702328 = -6078336.701418
  nChanged 7
		SP:Iteration 77Q (35126.240000 sec): 3 clusters
  Score: Raw -6081868.139013 + Penalty 3530.702328 = -6078337.436685
  nChanged 3
		SP:Iteration 78Q (35126.640000 sec): 3 clusters
  Score: Raw -6081868.648689 + Penalty 3530.702328 = -6078337.946360
  nChanged 4
		SP:Iteration 79Q (35127.020000 sec): 3 clusters
  Score: Raw -6081869.177799 + Penalty 3530.702328 = -6078338.475471
  nChanged 2
		SP:Iteration 80F (35127.420000 sec): 3 clusters
  Score: Raw -6081869.312615 + Penalty 3530.702328 = -6078338.610287
  nChanged 1
		SP:Iteration 81Q (35127.780000 sec): 3 clusters
  Score: Raw -6081869.381872 + Penalty 3530.702328 = -6078338.679544
  nChanged 4
		SP:Iteration 82Q (35128.140000 sec): 3 clusters
  Score: Raw -6081869.828189 + Penalty 3530.702328 = -6078339.125861
  nChanged 3
		SP:Iteration 83Q (35128.510000 sec): 3 clusters
  Score: Raw -6081870.127147 + Penalty 3530.702328 = -6078339.424819
  nChanged 6
		SP:Iteration 84Q (35128.840000 sec): 3 clusters
  Score: Raw -6081870.676556 + Penalty 3530.702328 = -6078339.974228
  nChanged 8
		SP:Iteration 85Q (35129.170000 sec): 3 clusters
  Score: Raw -6081871.373417 + Penalty 3530.702328 = -6078340.671088
  nChanged 5
		SP:Iteration 86Q (35129.540000 sec): 3 clusters
  Score: Raw -6081871.906173 + Penalty 3530.702328 = -6078341.203845
  nChanged 6
		SP:Iteration 87Q (35129.920000 sec): 3 clusters
  Score: Raw -6081873.009048 + Penalty 3530.702328 = -6078342.306720
  nChanged 15
		SP:Iteration 88Q (35130.280000 sec): 3 clusters
  Score: Raw -6081874.811249 + Penalty 3530.702328 = -6078344.108921
  nChanged 11
		SP:Iteration 89Q (35130.650000 sec): 3 clusters
  Score: Raw -6081875.958372 + Penalty 3530.702328 = -6078345.256044
  nChanged 12
		SP:Iteration 90Q (35131.020000 sec): 3 clusters
  Score: Raw -6081877.045442 + Penalty 3530.702328 = -6078346.343114
  nChanged 7
		SP:Iteration 91Q (35131.340000 sec): 3 clusters
  Score: Raw -6081877.954908 + Penalty 3530.702328 = -6078347.252580
  nChanged 6
		SP:Iteration 92Q (35131.720000 sec): 3 clusters
  Score: Raw -6081878.942238 + Penalty 3530.702328 = -6078348.239909
  nChanged 7
		SP:Iteration 93Q (35132.040000 sec): 3 clusters
  Score: Raw -6081879.942095 + Penalty 3530.702328 = -6078349.239767
  nChanged 9
		SP:Iteration 94Q (35132.430000 sec): 3 clusters
  Score: Raw -6081880.887026 + Penalty 3530.702328 = -6078350.184698
  nChanged 7
		SP:Iteration 95Q (35132.800000 sec): 3 clusters
  Score: Raw -6081881.892981 + Penalty 3530.702328 = -6078351.190653
  nChanged 15
		SP:Iteration 96Q (35133.150000 sec): 3 clusters
  Score: Raw -6081883.934732 + Penalty 3530.702328 = -6078353.232404
  nChanged 17
		SP:Iteration 97Q (35133.490000 sec): 3 clusters
  Score: Raw -6081886.815433 + Penalty 3530.702328 = -6078356.113105
  nChanged 16
		SP:Iteration 98Q (35133.830000 sec): 3 clusters
  Score: Raw -6081889.405478 + Penalty 3530.702328 = -6078358.703150
  nChanged 19
		SP:Iteration 99Q (35134.190000 sec): 3 clusters
  Score: Raw -6081891.687714 + Penalty 3530.702328 = -6078360.985386
  nChanged 12
		SP:Iteration 100F (35134.550000 sec): 3 clusters
  Score: Raw -6081892.949676 + Penalty 3530.702328 = -6078362.247347
  nChanged 14
		SP:Iteration 101Q (35134.930000 sec): 3 clusters
  Score: Raw -6081894.770880 + Penalty 3530.702328 = -6078364.068552
  nChanged 12
		SP:Iteration 102Q (35135.300000 sec): 3 clusters
  Score: Raw -6081896.490065 + Penalty 3530.702328 = -6078365.787737
  nChanged 15
		SP:Iteration 103Q (35135.640000 sec): 3 clusters
  Score: Raw -6081898.016406 + Penalty 3530.702328 = -6078367.314078
  nChanged 15
		SP:Iteration 104Q (35135.990000 sec): 3 clusters
  Score: Raw -6081899.666808 + Penalty 3530.702328 = -6078368.964480
  nChanged 10
		SP:Iteration 105Q (35136.370000 sec): 3 clusters
  Score: Raw -6081900.570491 + Penalty 3530.702328 = -6078369.868163
  nChanged 7
		SP:Iteration 106Q (35136.710000 sec): 3 clusters
  Score: Raw -6081901.225198 + Penalty 3530.702328 = -6078370.522870
  nChanged 8
		SP:Iteration 107Q (35137.080000 sec): 3 clusters
  Score: Raw -6081902.020245 + Penalty 3530.702328 = -6078371.317917
  nChanged 6
		SP:Iteration 108Q (35137.430000 sec): 3 clusters
  Score: Raw -6081902.691333 + Penalty 3530.702328 = -6078371.989005
  nChanged 7
		SP:Iteration 109Q (35137.790000 sec): 3 clusters
  Score: Raw -6081903.846678 + Penalty 3530.702328 = -6078373.144349
  nChanged 8
		SP:Iteration 110Q (35138.150000 sec): 3 clusters
  Score: Raw -6081904.383382 + Penalty 3530.702328 = -6078373.681053
  nChanged 3
		SP:Iteration 111Q (35138.520000 sec): 3 clusters
  Score: Raw -6081904.701786 + Penalty 3530.702328 = -6078373.999458
  nChanged 3
		SP:Iteration 112Q (35138.870000 sec): 3 clusters
  Score: Raw -6081904.985282 + Penalty 3530.702328 = -6078374.282954
  nChanged 3
		SP:Iteration 113Q (35139.230000 sec): 3 clusters
  Score: Raw -6081905.230351 + Penalty 3530.702328 = -6078374.528023
  nChanged 4
		SP:Iteration 114Q (35139.610000 sec): 3 clusters
  Score: Raw -6081905.541272 + Penalty 3530.702328 = -6078374.838944
  nChanged 2
		SP:Iteration 115Q (35139.970000 sec): 3 clusters
  Score: Raw -6081905.794613 + Penalty 3530.702328 = -6078375.092285
  nChanged 4
		SP:Iteration 116Q (35140.330000 sec): 3 clusters
  Score: Raw -6081906.205615 + Penalty 3530.702328 = -6078375.503287
  nChanged 2
		SP:Iteration 117Q (35140.680000 sec): 3 clusters
  Score: Raw -6081906.327344 + Penalty 3530.702328 = -6078375.625015
  nChanged 6
		SP:Iteration 118Q (35141.040000 sec): 3 clusters
  Score: Raw -6081906.934681 + Penalty 3530.702328 = -6078376.232352
  nChanged 5
		SP:Iteration 119Q (35141.410000 sec): 3 clusters
  Score: Raw -6081907.380101 + Penalty 3530.702328 = -6078376.677773
  nChanged 6
		SP:Iteration 120F (35141.790000 sec): 3 clusters
  Score: Raw -6081907.892155 + Penalty 3530.702328 = -6078377.189827
  nChanged 5
		SP:Iteration 121Q (35142.140000 sec): 3 clusters
  Score: Raw -6081908.273454 + Penalty 3530.702328 = -6078377.571126
  nChanged 2
		SP:Iteration 122Q (35142.580000 sec): 3 clusters
  Score: Raw -6081908.404200 + Penalty 3530.702328 = -6078377.701871
  nChanged 2
		SP:Iteration 123Q (35142.970000 sec): 3 clusters
  Score: Raw -6081908.663669 + Penalty 3530.702328 = -6078377.961341
  nChanged 2
		SP:Iteration 124Q (35143.390000 sec): 3 clusters
  Score: Raw -6081908.782110 + Penalty 3530.702328 = -6078378.079782
  nChanged 0
		SP:Iteration 125F (35143.780000 sec): 3 clusters
  Score: Raw -6081908.782110 + Penalty 3530.702328 = -6078378.079782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35143.870000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35144.050000 sec): 3 clusters
  Score: Raw -141463.413037 + Penalty 2311.506420 = -139151.906617
  nChanged 408
		SP:Iteration 1F (35144.260000 sec): 3 clusters
  Score: Raw -141799.429994 + Penalty 2311.506420 = -139487.923575
  nChanged 87
		SP:Iteration 2F (35144.420000 sec): 3 clusters
  Score: Raw -141890.611372 + Penalty 2311.506420 = -139579.104952
  nChanged 50
		SP:Iteration 3Q (35144.600000 sec): 3 clusters
  Score: Raw -141961.735545 + Penalty 2311.506420 = -139650.229126
  nChanged 47
		SP:Iteration 4Q (35144.750000 sec): 3 clusters
  Score: Raw -142014.781412 + Penalty 2311.506420 = -139703.274993
  nChanged 42
		SP:Iteration 5Q (35144.970000 sec): 3 clusters
  Score: Raw -142049.499554 + Penalty 2311.506420 = -139737.993135
  nChanged 28
		SP:Iteration 6Q (35145.130000 sec): 3 clusters
  Score: Raw -142070.025557 + Penalty 2311.506420 = -139758.519137
  nChanged 13
		SP:Iteration 7Q (35145.270000 sec): 3 clusters
  Score: Raw -142081.057662 + Penalty 2311.506420 = -139769.551243
  nChanged 6
		SP:Iteration 8Q (35145.490000 sec): 3 clusters
  Score: Raw -142084.246614 + Penalty 2311.506420 = -139772.740194
  nChanged 3
		SP:Iteration 9Q (35145.650000 sec): 3 clusters
  Score: Raw -142087.071381 + Penalty 2311.506420 = -139775.564961
  nChanged 6
		SP:Iteration 10Q (35145.860000 sec): 3 clusters
  Score: Raw -142092.497864 + Penalty 2311.506420 = -139780.991445
  nChanged 6
		SP:Iteration 11Q (35146.040000 sec): 3 clusters
  Score: Raw -142098.101638 + Penalty 2311.506420 = -139786.595219
  nChanged 10
		SP:Iteration 12Q (35146.210000 sec): 3 clusters
  Score: Raw -142112.323776 + Penalty 2311.506420 = -139800.817357
  nChanged 5
		SP:Iteration 13Q (35146.380000 sec): 3 clusters
  Score: Raw -142115.630362 + Penalty 2311.506420 = -139804.123943
  nChanged 2
		SP:Iteration 14Q (35146.560000 sec): 3 clusters
  Score: Raw -142118.154466 + Penalty 2311.506420 = -139806.648047
  nChanged 3
		SP:Iteration 15Q (35146.720000 sec): 3 clusters
  Score: Raw -142119.853982 + Penalty 2311.506420 = -139808.347563
  nChanged 2
		SP:Iteration 16Q (35146.890000 sec): 3 clusters
  Score: Raw -142122.291518 + Penalty 2311.506420 = -139810.785099
  nChanged 1
		SP:Iteration 17Q (35147.080000 sec): 3 clusters
  Score: Raw -142122.665632 + Penalty 2311.506420 = -139811.159212
  nChanged 1
		SP:Iteration 18Q (35147.300000 sec): 3 clusters
  Score: Raw -142122.869718 + Penalty 2311.506420 = -139811.363299
  nChanged 0
		SP:Iteration 19F (35147.410000 sec): 3 clusters
  Score: Raw -142122.869718 + Penalty 2311.506420 = -139811.363299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35149.380000 sec): 2 clusters
  Score: Raw -19265343.879190 + Penalty 1943.358522 = -19263400.520669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35150.120000 sec): 3 clusters
  Score: Raw -19162515.354193 + Penalty 3886.717043 = -19158628.637149
  nChanged 75742
		SP:Iteration 1F (35150.860000 sec): 3 clusters
  Score: Raw -19207514.518072 + Penalty 3886.717043 = -19203627.801028
  nChanged 6375
		SP:Iteration 2Q (35151.720000 sec): 3 clusters
  Score: Raw -19209821.893258 + Penalty 3886.717043 = -19205935.176215
  nChanged 8501
		SP:Iteration 3F (35152.470000 sec): 3 clusters
  Score: Raw -19214117.154324 + Penalty 3886.717043 = -19210230.437281
  nChanged 11235
		SP:Iteration 4F (35153.320000 sec): 3 clusters
  Score: Raw -19221631.019975 + Penalty 3886.717043 = -19217744.302932
  nChanged 13363
		SP:Iteration 5F (35154.180000 sec): 3 clusters
  Score: Raw -19232570.037374 + Penalty 3886.717043 = -19228683.320331
  nChanged 12968
		SP:Iteration 6F (35155.060000 sec): 3 clusters
  Score: Raw -19244323.639478 + Penalty 3886.717043 = -19240436.922435
  nChanged 10014
		SP:Iteration 7F (35155.910000 sec): 3 clusters
  Score: Raw -19254053.633847 + Penalty 3886.717043 = -19250166.916804
  nChanged 6011
		SP:Iteration 8Q (35156.790000 sec): 3 clusters
  Score: Raw -19260491.661476 + Penalty 3886.717043 = -19256604.944432
  nChanged 2736
		SP:Iteration 9Q (35157.620000 sec): 3 clusters
  Score: Raw -19264052.124337 + Penalty 3886.717043 = -19260165.407293
  nChanged 1495
		SP:Iteration 10Q (35158.440000 sec): 3 clusters
  Score: Raw -19265501.910770 + Penalty 3886.717043 = -19261615.193727
  nChanged 1028
		SP:Iteration 11Q (35159.230000 sec): 3 clusters
  Score: Raw -19265961.053691 + Penalty 3886.717043 = -19262074.336648
  nChanged 528
		SP:Iteration 12Q (35160.030000 sec): 3 clusters
  Score: Raw -19266087.105646 + Penalty 3886.717043 = -19262200.388603
  nChanged 231
		SP:Iteration 13Q (35160.800000 sec): 3 clusters
  Score: Raw -19266127.796634 + Penalty 3886.717043 = -19262241.079591
  nChanged 152
		SP:Iteration 14Q (35161.540000 sec): 3 clusters
  Score: Raw -19266152.700152 + Penalty 3886.717043 = -19262265.983109
  nChanged 133
		SP:Iteration 15Q (35162.330000 sec): 3 clusters
  Score: Raw -19266170.177770 + Penalty 3886.717043 = -19262283.460727
  nChanged 91
		SP:Iteration 16Q (35163.080000 sec): 3 clusters
  Score: Raw -19266181.588327 + Penalty 3886.717043 = -19262294.871284
  nChanged 74
		SP:Iteration 17Q (35163.900000 sec): 3 clusters
  Score: Raw -19266189.008104 + Penalty 3886.717043 = -19262302.291060
  nChanged 47
		SP:Iteration 18Q (35164.700000 sec): 3 clusters
  Score: Raw -19266192.893724 + Penalty 3886.717043 = -19262306.176680
  nChanged 36
		SP:Iteration 19Q (35165.540000 sec): 3 clusters
  Score: Raw -19266195.917803 + Penalty 3886.717043 = -19262309.200759
  nChanged 27
		SP:Iteration 20F (35166.430000 sec): 3 clusters
  Score: Raw -19266197.791310 + Penalty 3886.717043 = -19262311.074266
  nChanged 24
		SP:Iteration 21Q (35167.230000 sec): 3 clusters
  Score: Raw -19266199.829129 + Penalty 3886.717043 = -19262313.112086
  nChanged 25
		SP:Iteration 22Q (35168.090000 sec): 3 clusters
  Score: Raw -19266201.962734 + Penalty 3886.717043 = -19262315.245690
  nChanged 14
		SP:Iteration 23Q (35168.900000 sec): 3 clusters
  Score: Raw -19266202.732218 + Penalty 3886.717043 = -19262316.015175
  nChanged 10
		SP:Iteration 24Q (35169.710000 sec): 3 clusters
  Score: Raw -19266203.497320 + Penalty 3886.717043 = -19262316.780277
  nChanged 9
		SP:Iteration 25Q (35170.530000 sec): 3 clusters
  Score: Raw -19266203.991125 + Penalty 3886.717043 = -19262317.274081
  nChanged 7
		SP:Iteration 26Q (35171.400000 sec): 3 clusters
  Score: Raw -19266204.566208 + Penalty 3886.717043 = -19262317.849165
  nChanged 11
		SP:Iteration 27Q (35172.250000 sec): 3 clusters
  Score: Raw -19266205.312764 + Penalty 3886.717043 = -19262318.595720
  nChanged 12
		SP:Iteration 28Q (35173.090000 sec): 3 clusters
  Score: Raw -19266205.984469 + Penalty 3886.717043 = -19262319.267425
  nChanged 13
		SP:Iteration 29Q (35173.950000 sec): 3 clusters
  Score: Raw -19266207.101939 + Penalty 3886.717043 = -19262320.384896
  nChanged 18
		SP:Iteration 30Q (35174.770000 sec): 3 clusters
  Score: Raw -19266208.742882 + Penalty 3886.717043 = -19262322.025839
  nChanged 16
		SP:Iteration 31Q (35175.570000 sec): 3 clusters
  Score: Raw -19266210.091602 + Penalty 3886.717043 = -19262323.374558
  nChanged 12
		SP:Iteration 32Q (35176.370000 sec): 3 clusters
  Score: Raw -19266211.040354 + Penalty 3886.717043 = -19262324.323310
  nChanged 14
		SP:Iteration 33Q (35177.100000 sec): 3 clusters
  Score: Raw -19266211.995011 + Penalty 3886.717043 = -19262325.277968
  nChanged 18
		SP:Iteration 34Q (35177.860000 sec): 3 clusters
  Score: Raw -19266213.305516 + Penalty 3886.717043 = -19262326.588473
  nChanged 17
		SP:Iteration 35Q (35178.590000 sec): 3 clusters
  Score: Raw -19266214.824271 + Penalty 3886.717043 = -19262328.107228
  nChanged 20
		SP:Iteration 36Q (35179.310000 sec): 3 clusters
  Score: Raw -19266216.107104 + Penalty 3886.717043 = -19262329.390060
  nChanged 12
		SP:Iteration 37Q (35180.020000 sec): 3 clusters
  Score: Raw -19266216.742110 + Penalty 3886.717043 = -19262330.025067
  nChanged 8
		SP:Iteration 38Q (35180.800000 sec): 3 clusters
  Score: Raw -19266217.156101 + Penalty 3886.717043 = -19262330.439057
  nChanged 3
		SP:Iteration 39Q (35181.580000 sec): 3 clusters
  Score: Raw -19266217.266300 + Penalty 3886.717043 = -19262330.549256
  nChanged 9
		SP:Iteration 40F (35182.460000 sec): 3 clusters
  Score: Raw -19266217.783467 + Penalty 3886.717043 = -19262331.066424
  nChanged 8
		SP:Iteration 41Q (35183.240000 sec): 3 clusters
  Score: Raw -19266218.175099 + Penalty 3886.717043 = -19262331.458055
  nChanged 8
		SP:Iteration 42Q (35183.950000 sec): 3 clusters
  Score: Raw -19266218.555008 + Penalty 3886.717043 = -19262331.837965
  nChanged 9
		SP:Iteration 43Q (35184.820000 sec): 3 clusters
  Score: Raw -19266219.090072 + Penalty 3886.717043 = -19262332.373029
  nChanged 12
		SP:Iteration 44Q (35185.630000 sec): 3 clusters
  Score: Raw -19266219.817527 + Penalty 3886.717043 = -19262333.100484
  nChanged 9
		SP:Iteration 45Q (35186.350000 sec): 3 clusters
  Score: Raw -19266220.135320 + Penalty 3886.717043 = -19262333.418276
  nChanged 6
		SP:Iteration 46Q (35187.030000 sec): 3 clusters
  Score: Raw -19266220.374254 + Penalty 3886.717043 = -19262333.657210
  nChanged 7
		SP:Iteration 47Q (35187.720000 sec): 3 clusters
  Score: Raw -19266220.640144 + Penalty 3886.717043 = -19262333.923101
  nChanged 5
		SP:Iteration 48Q (35188.400000 sec): 3 clusters
  Score: Raw -19266220.858565 + Penalty 3886.717043 = -19262334.141521
  nChanged 3
		SP:Iteration 49Q (35189.120000 sec): 3 clusters
  Score: Raw -19266220.979501 + Penalty 3886.717043 = -19262334.262457
  nChanged 6
		SP:Iteration 50Q (35189.880000 sec): 3 clusters
  Score: Raw -19266221.287156 + Penalty 3886.717043 = -19262334.570113
  nChanged 8
		SP:Iteration 51Q (35190.740000 sec): 3 clusters
  Score: Raw -19266221.594998 + Penalty 3886.717043 = -19262334.877954
  nChanged 6
		SP:Iteration 52Q (35191.600000 sec): 3 clusters
  Score: Raw -19266221.809039 + Penalty 3886.717043 = -19262335.091995
  nChanged 3
		SP:Iteration 53Q (35192.400000 sec): 3 clusters
  Score: Raw -19266221.893148 + Penalty 3886.717043 = -19262335.176104
  nChanged 3
		SP:Iteration 54Q (35193.180000 sec): 3 clusters
  Score: Raw -19266222.005930 + Penalty 3886.717043 = -19262335.288887
  nChanged 1
		SP:Iteration 55Q (35194.000000 sec): 3 clusters
  Score: Raw -19266222.046884 + Penalty 3886.717043 = -19262335.329840
  nChanged 1
		SP:Iteration 56Q (35194.870000 sec): 3 clusters
  Score: Raw -19266222.084358 + Penalty 3886.717043 = -19262335.367315
  nChanged 1
		SP:Iteration 57Q (35195.730000 sec): 3 clusters
  Score: Raw -19266222.135431 + Penalty 3886.717043 = -19262335.418388
  nChanged 0
		SP:Iteration 58F (35196.670000 sec): 3 clusters
  Score: Raw -19266222.135431 + Penalty 3886.717043 = -19262335.418388
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35196.870000 sec): 2 clusters
  Score: Raw -145424.602811 + Penalty 1154.289835 = -144270.312976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35197.030000 sec): 3 clusters
  Score: Raw -145004.199438 + Penalty 2308.579670 = -142695.619768
  nChanged 356
		SP:Iteration 1F (35197.190000 sec): 3 clusters
  Score: Raw -145291.169249 + Penalty 2308.579670 = -142982.589579
  nChanged 87
		SP:Iteration 2F (35197.360000 sec): 3 clusters
  Score: Raw -145368.519399 + Penalty 2308.579670 = -143059.939729
  nChanged 40
		SP:Iteration 3Q (35197.540000 sec): 3 clusters
  Score: Raw -145404.514220 + Penalty 2308.579670 = -143095.934549
  nChanged 28
		SP:Iteration 4Q (35197.690000 sec): 3 clusters
  Score: Raw -145423.288752 + Penalty 2308.579670 = -143114.709081
  nChanged 14
		SP:Iteration 5Q (35197.880000 sec): 3 clusters
  Score: Raw -145433.990491 + Penalty 2308.579670 = -143125.410821
  nChanged 10
		SP:Iteration 6Q (35198.070000 sec): 3 clusters
  Score: Raw -145441.862500 + Penalty 2308.579670 = -143133.282829
  nChanged 6
		SP:Iteration 7Q (35198.280000 sec): 3 clusters
  Score: Raw -145445.436524 + Penalty 2308.579670 = -143136.856853
  nChanged 2
		SP:Iteration 8Q (35198.410000 sec): 3 clusters
  Score: Raw -145446.557452 + Penalty 2308.579670 = -143137.977781
  nChanged 3
		SP:Iteration 9Q (35198.640000 sec): 3 clusters
  Score: Raw -145449.409175 + Penalty 2308.579670 = -143140.829505
  nChanged 5
		SP:Iteration 10Q (35198.770000 sec): 3 clusters
  Score: Raw -145452.745410 + Penalty 2308.579670 = -143144.165740
  nChanged 7
		SP:Iteration 11Q (35198.950000 sec): 3 clusters
  Score: Raw -145459.187074 + Penalty 2308.579670 = -143150.607404
  nChanged 8
		SP:Iteration 12Q (35199.180000 sec): 3 clusters
  Score: Raw -145465.126467 + Penalty 2308.579670 = -143156.546797
  nChanged 6
		SP:Iteration 13Q (35199.350000 sec): 3 clusters
  Score: Raw -145468.590921 + Penalty 2308.579670 = -143160.011251
  nChanged 4
		SP:Iteration 14Q (35199.480000 sec): 3 clusters
  Score: Raw -145472.046850 + Penalty 2308.579670 = -143163.467180
  nChanged 1
		SP:Iteration 15Q (35199.660000 sec): 3 clusters
  Score: Raw -145472.611317 + Penalty 2308.579670 = -143164.031646
  nChanged 0
		SP:Iteration 16F (35199.820000 sec): 3 clusters
  Score: Raw -145472.611317 + Penalty 2308.579670 = -143164.031646
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35199.920000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35200.070000 sec): 3 clusters
  Score: Raw -42427.863090 + Penalty 1938.997690 = -40488.865400
  nChanged 73
		SP:Iteration 1F (35200.240000 sec): 3 clusters
  Score: Raw -42554.351706 + Penalty 1938.997690 = -40615.354016
  nChanged 22
		SP:Iteration 2F (35200.390000 sec): 3 clusters
  Score: Raw -42597.954271 + Penalty 1938.997690 = -40658.956580
  nChanged 6
		SP:Iteration 3Q (35200.580000 sec): 3 clusters
  Score: Raw -42608.601455 + Penalty 1938.997690 = -40669.603765
  nChanged 6
		SP:Iteration 4Q (35200.760000 sec): 3 clusters
  Score: Raw -42621.896807 + Penalty 1938.997690 = -40682.899117
  nChanged 9
		SP:Iteration 5Q (35200.920000 sec): 3 clusters
  Score: Raw -42657.680519 + Penalty 1938.997690 = -40718.682829
  nChanged 10
		SP:Iteration 6Q (35201.120000 sec): 3 clusters
  Score: Raw -42697.251487 + Penalty 1938.997690 = -40758.253796
  nChanged 7
		SP:Iteration 7Q (35201.280000 sec): 3 clusters
  Score: Raw -42709.727977 + Penalty 1938.997690 = -40770.730287
  nChanged 0
		SP:Iteration 8F (35201.470000 sec): 3 clusters
  Score: Raw -42709.727977 + Penalty 1938.997690 = -40770.730287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35201.600000 sec): 2 clusters
  Score: Raw -2197643.054176 + Penalty 1588.599193 = -2196054.454983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35201.880000 sec): 3 clusters
  Score: Raw -2187142.629422 + Penalty 3177.198385 = -2183965.431036
  nChanged 7927
		SP:Iteration 1F (35202.160000 sec): 3 clusters
  Score: Raw -2191454.896401 + Penalty 3177.198385 = -2188277.698016
  nChanged 785
		SP:Iteration 2Q (35202.390000 sec): 3 clusters
  Score: Raw -2191688.377803 + Penalty 3177.198385 = -2188511.179417
  nChanged 686
		SP:Iteration 3Q (35202.660000 sec): 3 clusters
  Score: Raw -2191887.283124 + Penalty 3177.198385 = -2188710.084738
  nChanged 647
		SP:Iteration 4Q (35202.920000 sec): 3 clusters
  Score: Raw -2192076.731808 + Penalty 3177.198385 = -2188899.533423
  nChanged 610
		SP:Iteration 5Q (35203.160000 sec): 3 clusters
  Score: Raw -2192272.977908 + Penalty 3177.198385 = -2189095.779522
  nChanged 652
		SP:Iteration 6Q (35203.440000 sec): 3 clusters
  Score: Raw -2192522.855916 + Penalty 3177.198385 = -2189345.657531
  nChanged 721
		SP:Iteration 7Q (35203.690000 sec): 3 clusters
  Score: Raw -2192848.679311 + Penalty 3177.198385 = -2189671.480925
  nChanged 795
		SP:Iteration 8Q (35203.960000 sec): 3 clusters
  Score: Raw -2193266.363533 + Penalty 3177.198385 = -2190089.165148
  nChanged 874
		SP:Iteration 9Q (35204.220000 sec): 3 clusters
  Score: Raw -2193808.499389 + Penalty 3177.198385 = -2190631.301003
  nChanged 945
		SP:Iteration 10F (35204.450000 sec): 3 clusters
  Score: Raw -2194501.585867 + Penalty 3177.198385 = -2191324.387481
  nChanged 945
		SP:Iteration 11F (35204.680000 sec): 3 clusters
  Score: Raw -2195242.119505 + Penalty 3177.198385 = -2192064.921119
  nChanged 770
		SP:Iteration 12Q (35204.980000 sec): 3 clusters
  Score: Raw -2195875.162001 + Penalty 3177.198385 = -2192697.963615
  nChanged 616
		SP:Iteration 13Q (35205.220000 sec): 3 clusters
  Score: Raw -2196358.666138 + Penalty 3177.198385 = -2193181.467753
  nChanged 489
		SP:Iteration 14Q (35205.450000 sec): 3 clusters
  Score: Raw -2196707.084901 + Penalty 3177.198385 = -2193529.886516
  nChanged 384
		SP:Iteration 15Q (35205.690000 sec): 3 clusters
  Score: Raw -2196959.294981 + Penalty 3177.198385 = -2193782.096595
  nChanged 297
		SP:Iteration 16Q (35205.930000 sec): 3 clusters
  Score: Raw -2197147.864539 + Penalty 3177.198385 = -2193970.666153
  nChanged 219
		SP:Iteration 17Q (35206.170000 sec): 3 clusters
  Score: Raw -2197297.133185 + Penalty 3177.198385 = -2194119.934800
  nChanged 182
		SP:Iteration 18Q (35206.450000 sec): 3 clusters
  Score: Raw -2197424.244679 + Penalty 3177.198385 = -2194247.046293
  nChanged 136
		SP:Iteration 19Q (35206.700000 sec): 3 clusters
  Score: Raw -2197506.461264 + Penalty 3177.198385 = -2194329.262879
  nChanged 98
		SP:Iteration 20F (35206.930000 sec): 3 clusters
  Score: Raw -2197560.618976 + Penalty 3177.198385 = -2194383.420591
  nChanged 94
		SP:Iteration 21Q (35207.200000 sec): 3 clusters
  Score: Raw -2197619.914532 + Penalty 3177.198385 = -2194442.716147
  nChanged 86
		SP:Iteration 22Q (35207.440000 sec): 3 clusters
  Score: Raw -2197671.331976 + Penalty 3177.198385 = -2194494.133591
  nChanged 67
		SP:Iteration 23Q (35207.660000 sec): 3 clusters
  Score: Raw -2197713.377540 + Penalty 3177.198385 = -2194536.179154
  nChanged 53
		SP:Iteration 24Q (35207.920000 sec): 3 clusters
  Score: Raw -2197749.030768 + Penalty 3177.198385 = -2194571.832383
  nChanged 32
		SP:Iteration 25Q (35208.160000 sec): 3 clusters
  Score: Raw -2197767.208222 + Penalty 3177.198385 = -2194590.009837
  nChanged 18
		SP:Iteration 26Q (35208.390000 sec): 3 clusters
  Score: Raw -2197775.290984 + Penalty 3177.198385 = -2194598.092599
  nChanged 14
		SP:Iteration 27Q (35208.650000 sec): 3 clusters
  Score: Raw -2197781.719703 + Penalty 3177.198385 = -2194604.521318
  nChanged 12
		SP:Iteration 28Q (35208.890000 sec): 3 clusters
  Score: Raw -2197788.180439 + Penalty 3177.198385 = -2194610.982053
  nChanged 13
		SP:Iteration 29Q (35209.110000 sec): 3 clusters
  Score: Raw -2197796.216292 + Penalty 3177.198385 = -2194619.017906
  nChanged 11
		SP:Iteration 30Q (35209.340000 sec): 3 clusters
  Score: Raw -2197803.561125 + Penalty 3177.198385 = -2194626.362740
  nChanged 7
		SP:Iteration 31Q (35209.550000 sec): 3 clusters
  Score: Raw -2197807.104052 + Penalty 3177.198385 = -2194629.905667
  nChanged 4
		SP:Iteration 32Q (35209.800000 sec): 3 clusters
  Score: Raw -2197809.011731 + Penalty 3177.198385 = -2194631.813345
  nChanged 7
		SP:Iteration 33Q (35210.030000 sec): 3 clusters
  Score: Raw -2197813.844664 + Penalty 3177.198385 = -2194636.646279
  nChanged 8
		SP:Iteration 34Q (35210.250000 sec): 3 clusters
  Score: Raw -2197821.124435 + Penalty 3177.198385 = -2194643.926049
  nChanged 9
		SP:Iteration 35Q (35210.510000 sec): 3 clusters
  Score: Raw -2197828.885879 + Penalty 3177.198385 = -2194651.687493
  nChanged 10
		SP:Iteration 36Q (35210.750000 sec): 3 clusters
  Score: Raw -2197835.665422 + Penalty 3177.198385 = -2194658.467036
  nChanged 7
		SP:Iteration 37Q (35210.980000 sec): 3 clusters
  Score: Raw -2197839.797603 + Penalty 3177.198385 = -2194662.599217
  nChanged 5
		SP:Iteration 38Q (35211.190000 sec): 3 clusters
  Score: Raw -2197842.072235 + Penalty 3177.198385 = -2194664.873850
  nChanged 3
		SP:Iteration 39Q (35211.440000 sec): 3 clusters
  Score: Raw -2197844.539069 + Penalty 3177.198385 = -2194667.340684
  nChanged 4
		SP:Iteration 40F (35211.690000 sec): 3 clusters
  Score: Raw -2197847.579979 + Penalty 3177.198385 = -2194670.381594
  nChanged 5
		SP:Iteration 41Q (35211.920000 sec): 3 clusters
  Score: Raw -2197851.154265 + Penalty 3177.198385 = -2194673.955880
  nChanged 6
		SP:Iteration 42Q (35212.110000 sec): 3 clusters
  Score: Raw -2197854.481277 + Penalty 3177.198385 = -2194677.282891
  nChanged 3
		SP:Iteration 43Q (35212.380000 sec): 3 clusters
  Score: Raw -2197856.847290 + Penalty 3177.198385 = -2194679.648905
  nChanged 5
		SP:Iteration 44Q (35212.600000 sec): 3 clusters
  Score: Raw -2197859.323901 + Penalty 3177.198385 = -2194682.125515
  nChanged 1
		SP:Iteration 45Q (35212.830000 sec): 3 clusters
  Score: Raw -2197859.914838 + Penalty 3177.198385 = -2194682.716452
  nChanged 1
		SP:Iteration 46Q (35213.040000 sec): 3 clusters
  Score: Raw -2197860.364961 + Penalty 3177.198385 = -2194683.166576
  nChanged 1
		SP:Iteration 47Q (35213.280000 sec): 3 clusters
  Score: Raw -2197861.235649 + Penalty 3177.198385 = -2194684.037263
  nChanged 2
		SP:Iteration 48Q (35213.510000 sec): 3 clusters
  Score: Raw -2197862.217155 + Penalty 3177.198385 = -2194685.018769
  nChanged 0
		SP:Iteration 49F (35213.780000 sec): 3 clusters
  Score: Raw -2197862.217155 + Penalty 3177.198385 = -2194685.018769
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35213.860000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35214.090000 sec): 3 clusters
  Score: Raw -147234.777017 + Penalty 2334.264436 = -144900.512580
  nChanged 448
		SP:Iteration 1F (35214.240000 sec): 3 clusters
  Score: Raw -147771.184122 + Penalty 2334.264436 = -145436.919685
  nChanged 135
		SP:Iteration 2F (35214.410000 sec): 3 clusters
  Score: Raw -147989.090334 + Penalty 2334.264436 = -145654.825897
  nChanged 73
		SP:Iteration 3F (35214.540000 sec): 3 clusters
  Score: Raw -148091.671723 + Penalty 2334.264436 = -145757.407286
  nChanged 64
		SP:Iteration 4Q (35214.750000 sec): 3 clusters
  Score: Raw -148176.070952 + Penalty 2334.264436 = -145841.806516
  nChanged 46
		SP:Iteration 5Q (35214.870000 sec): 3 clusters
  Score: Raw -148239.357510 + Penalty 2334.264436 = -145905.093073
  nChanged 32
		SP:Iteration 6Q (35215.060000 sec): 3 clusters
  Score: Raw -148271.770697 + Penalty 2334.264436 = -145937.506261
  nChanged 10
		SP:Iteration 7Q (35215.270000 sec): 3 clusters
  Score: Raw -148279.544632 + Penalty 2334.264436 = -145945.280195
  nChanged 6
		SP:Iteration 8Q (35215.420000 sec): 3 clusters
  Score: Raw -148284.138360 + Penalty 2334.264436 = -145949.873923
  nChanged 4
		SP:Iteration 9Q (35215.610000 sec): 3 clusters
  Score: Raw -148287.106996 + Penalty 2334.264436 = -145952.842560
  nChanged 4
		SP:Iteration 10Q (35215.810000 sec): 3 clusters
  Score: Raw -148289.041037 + Penalty 2334.264436 = -145954.776600
  nChanged 4
		SP:Iteration 11Q (35215.960000 sec): 3 clusters
  Score: Raw -148292.252079 + Penalty 2334.264436 = -145957.987642
  nChanged 2
		SP:Iteration 12Q (35216.180000 sec): 3 clusters
  Score: Raw -148293.389307 + Penalty 2334.264436 = -145959.124871
  nChanged 0
		SP:Iteration 13F (35216.340000 sec): 3 clusters
  Score: Raw -148293.389307 + Penalty 2334.264436 = -145959.124871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35216.450000 sec): 2 clusters
  Score: Raw -451738.638436 + Penalty 1343.668923 = -450394.969514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35216.650000 sec): 3 clusters
  Score: Raw -449833.198208 + Penalty 2687.337845 = -447145.860363
  nChanged 1551
		SP:Iteration 1F (35216.800000 sec): 3 clusters
  Score: Raw -450795.538627 + Penalty 2687.337845 = -448108.200781
  nChanged 305
		SP:Iteration 2F (35217.000000 sec): 3 clusters
  Score: Raw -451030.794141 + Penalty 2687.337845 = -448343.456296
  nChanged 268
		SP:Iteration 3F (35217.150000 sec): 3 clusters
  Score: Raw -451229.813552 + Penalty 2687.337845 = -448542.475706
  nChanged 212
		SP:Iteration 4F (35217.330000 sec): 3 clusters
  Score: Raw -451372.461152 + Penalty 2687.337845 = -448685.123307
  nChanged 186
		SP:Iteration 5Q (35217.500000 sec): 3 clusters
  Score: Raw -451496.542855 + Penalty 2687.337845 = -448809.205010
  nChanged 174
		SP:Iteration 6Q (35217.670000 sec): 3 clusters
  Score: Raw -451627.190484 + Penalty 2687.337845 = -448939.852638
  nChanged 138
		SP:Iteration 7Q (35217.870000 sec): 3 clusters
  Score: Raw -451710.235744 + Penalty 2687.337845 = -449022.897899
  nChanged 108
		SP:Iteration 8Q (35218.050000 sec): 3 clusters
  Score: Raw -451770.241879 + Penalty 2687.337845 = -449082.904034
  nChanged 80
		SP:Iteration 9Q (35218.270000 sec): 3 clusters
  Score: Raw -451811.975048 + Penalty 2687.337845 = -449124.637203
  nChanged 77
		SP:Iteration 10Q (35218.470000 sec): 3 clusters
  Score: Raw -451858.757861 + Penalty 2687.337845 = -449171.420016
  nChanged 78
		SP:Iteration 11Q (35218.670000 sec): 3 clusters
  Score: Raw -451903.343161 + Penalty 2687.337845 = -449216.005316
  nChanged 56
		SP:Iteration 12Q (35218.850000 sec): 3 clusters
  Score: Raw -451933.488694 + Penalty 2687.337845 = -449246.150849
  nChanged 58
		SP:Iteration 13Q (35219.050000 sec): 3 clusters
  Score: Raw -451965.048203 + Penalty 2687.337845 = -449277.710358
  nChanged 51
		SP:Iteration 14Q (35219.220000 sec): 3 clusters
  Score: Raw -451985.603049 + Penalty 2687.337845 = -449298.265204
  nChanged 30
		SP:Iteration 15Q (35219.440000 sec): 3 clusters
  Score: Raw -451996.747928 + Penalty 2687.337845 = -449309.410083
  nChanged 24
		SP:Iteration 16Q (35219.600000 sec): 3 clusters
  Score: Raw -452005.712413 + Penalty 2687.337845 = -449318.374567
  nChanged 18
		SP:Iteration 17Q (35219.780000 sec): 3 clusters
  Score: Raw -452014.028665 + Penalty 2687.337845 = -449326.690820
  nChanged 20
		SP:Iteration 18Q (35219.990000 sec): 3 clusters
  Score: Raw -452020.203303 + Penalty 2687.337845 = -449332.865457
  nChanged 19
		SP:Iteration 19Q (35220.180000 sec): 3 clusters
  Score: Raw -452026.920535 + Penalty 2687.337845 = -449339.582690
  nChanged 16
		SP:Iteration 20F (35220.380000 sec): 3 clusters
  Score: Raw -452031.728192 + Penalty 2687.337845 = -449344.390347
  nChanged 10
		SP:Iteration 21Q (35220.570000 sec): 3 clusters
  Score: Raw -452035.206556 + Penalty 2687.337845 = -449347.868710
  nChanged 10
		SP:Iteration 22Q (35220.690000 sec): 3 clusters
  Score: Raw -452037.773573 + Penalty 2687.337845 = -449350.435727
  nChanged 6
		SP:Iteration 23Q (35220.880000 sec): 3 clusters
  Score: Raw -452040.331344 + Penalty 2687.337845 = -449352.993498
  nChanged 9
		SP:Iteration 24Q (35221.100000 sec): 3 clusters
  Score: Raw -452043.698809 + Penalty 2687.337845 = -449356.360963
  nChanged 13
		SP:Iteration 25Q (35221.290000 sec): 3 clusters
  Score: Raw -452047.496076 + Penalty 2687.337845 = -449360.158231
  nChanged 10
		SP:Iteration 26Q (35221.460000 sec): 3 clusters
  Score: Raw -452050.789611 + Penalty 2687.337845 = -449363.451766
  nChanged 7
		SP:Iteration 27Q (35221.630000 sec): 3 clusters
  Score: Raw -452052.781460 + Penalty 2687.337845 = -449365.443614
  nChanged 8
		SP:Iteration 28Q (35221.820000 sec): 3 clusters
  Score: Raw -452055.645973 + Penalty 2687.337845 = -449368.308128
  nChanged 8
		SP:Iteration 29Q (35222.030000 sec): 3 clusters
  Score: Raw -452058.535775 + Penalty 2687.337845 = -449371.197930
  nChanged 8
		SP:Iteration 30Q (35222.190000 sec): 3 clusters
  Score: Raw -452060.992424 + Penalty 2687.337845 = -449373.654579
  nChanged 6
		SP:Iteration 31Q (35222.390000 sec): 3 clusters
  Score: Raw -452064.056568 + Penalty 2687.337845 = -449376.718722
  nChanged 10
		SP:Iteration 32Q (35222.610000 sec): 3 clusters
  Score: Raw -452067.408151 + Penalty 2687.337845 = -449380.070305
  nChanged 5
		SP:Iteration 33Q (35222.800000 sec): 3 clusters
  Score: Raw -452069.429079 + Penalty 2687.337845 = -449382.091234
  nChanged 9
		SP:Iteration 34Q (35222.980000 sec): 3 clusters
  Score: Raw -452072.789482 + Penalty 2687.337845 = -449385.451637
  nChanged 4
		SP:Iteration 35Q (35223.140000 sec): 3 clusters
  Score: Raw -452073.869902 + Penalty 2687.337845 = -449386.532057
  nChanged 5
		SP:Iteration 36Q (35223.340000 sec): 3 clusters
  Score: Raw -452075.253603 + Penalty 2687.337845 = -449387.915757
  nChanged 2
		SP:Iteration 37Q (35223.500000 sec): 3 clusters
  Score: Raw -452075.615342 + Penalty 2687.337845 = -449388.277497
  nChanged 2
		SP:Iteration 38Q (35223.690000 sec): 3 clusters
  Score: Raw -452076.082768 + Penalty 2687.337845 = -449388.744923
  nChanged 1
		SP:Iteration 39Q (35223.880000 sec): 3 clusters
  Score: Raw -452076.177576 + Penalty 2687.337845 = -449388.839730
  nChanged 0
		SP:Iteration 40F (35224.020000 sec): 3 clusters
  Score: Raw -452076.177576 + Penalty 2687.337845 = -449388.839730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35224.160000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35224.300000 sec): 3 clusters
  Score: Raw -19982.628876 + Penalty 1693.083000 = -18289.545876
  nChanged 18
		SP:Iteration 1F (35224.480000 sec): 3 clusters
  Score: Raw -20023.670096 + Penalty 1693.083000 = -18330.587096
  nChanged 4
		SP:Iteration 2Q (35224.640000 sec): 3 clusters
  Score: Raw -20035.510190 + Penalty 1693.083000 = -18342.427190
  nChanged 2
		SP:Iteration 3Q (35224.840000 sec): 3 clusters
  Score: Raw -20044.217070 + Penalty 1693.083000 = -18351.134070
  nChanged 1
		SP:Iteration 4Q (35224.990000 sec): 3 clusters
  Score: Raw -20046.789706 + Penalty 1693.083000 = -18353.706706
  nChanged 1
		SP:Iteration 5Q (35225.160000 sec): 3 clusters
  Score: Raw -20052.481309 + Penalty 1693.083000 = -18359.398309
  nChanged 0
		SP:Iteration 6F (35225.350000 sec): 3 clusters
  Score: Raw -20052.481309 + Penalty 1693.083000 = -18359.398309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35225.500000 sec): 2 clusters
  Score: Raw -1702234.020487 + Penalty 1556.103999 = -1700677.916488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35225.710000 sec): 3 clusters
  Score: Raw -1693923.337747 + Penalty 3112.207998 = -1690811.129748
  nChanged 6370
		SP:Iteration 1F (35225.890000 sec): 3 clusters
  Score: Raw -1697420.435198 + Penalty 3112.207998 = -1694308.227200
  nChanged 821
		SP:Iteration 2F (35226.140000 sec): 3 clusters
  Score: Raw -1697778.629387 + Penalty 3112.207998 = -1694666.421389
  nChanged 740
		SP:Iteration 3F (35226.350000 sec): 3 clusters
  Score: Raw -1698139.982926 + Penalty 3112.207998 = -1695027.774928
  nChanged 813
		SP:Iteration 4F (35226.580000 sec): 3 clusters
  Score: Raw -1698593.640441 + Penalty 3112.207998 = -1695481.432443
  nChanged 927
		SP:Iteration 5F (35226.790000 sec): 3 clusters
  Score: Raw -1699204.203761 + Penalty 3112.207998 = -1696091.995763
  nChanged 941
		SP:Iteration 6F (35227.060000 sec): 3 clusters
  Score: Raw -1699894.909776 + Penalty 3112.207998 = -1696782.701778
  nChanged 884
		SP:Iteration 7F (35227.300000 sec): 3 clusters
  Score: Raw -1700571.478634 + Penalty 3112.207998 = -1697459.270635
  nChanged 722
		SP:Iteration 8F (35227.510000 sec): 3 clusters
  Score: Raw -1701155.278081 + Penalty 3112.207998 = -1698043.070083
  nChanged 551
		SP:Iteration 9Q (35227.700000 sec): 3 clusters
  Score: Raw -1701612.966335 + Penalty 3112.207998 = -1698500.758337
  nChanged 420
		SP:Iteration 10Q (35227.960000 sec): 3 clusters
  Score: Raw -1701955.413834 + Penalty 3112.207998 = -1698843.205836
  nChanged 266
		SP:Iteration 11Q (35228.180000 sec): 3 clusters
  Score: Raw -1702156.599216 + Penalty 3112.207998 = -1699044.391217
  nChanged 166
		SP:Iteration 12Q (35228.390000 sec): 3 clusters
  Score: Raw -1702287.600273 + Penalty 3112.207998 = -1699175.392275
  nChanged 111
		SP:Iteration 13Q (35228.590000 sec): 3 clusters
  Score: Raw -1702373.179897 + Penalty 3112.207998 = -1699260.971899
  nChanged 67
		SP:Iteration 14Q (35228.840000 sec): 3 clusters
  Score: Raw -1702427.041006 + Penalty 3112.207998 = -1699314.833008
  nChanged 47
		SP:Iteration 15Q (35229.040000 sec): 3 clusters
  Score: Raw -1702467.934370 + Penalty 3112.207998 = -1699355.726372
  nChanged 30
		SP:Iteration 16Q (35229.260000 sec): 3 clusters
  Score: Raw -1702502.306753 + Penalty 3112.207998 = -1699390.098755
  nChanged 19
		SP:Iteration 17Q (35229.480000 sec): 3 clusters
  Score: Raw -1702516.516775 + Penalty 3112.207998 = -1699404.308777
  nChanged 20
		SP:Iteration 18Q (35229.680000 sec): 3 clusters
  Score: Raw -1702532.773571 + Penalty 3112.207998 = -1699420.565573
  nChanged 17
		SP:Iteration 19Q (35229.920000 sec): 3 clusters
  Score: Raw -1702551.096378 + Penalty 3112.207998 = -1699438.888380
  nChanged 22
		SP:Iteration 20F (35230.120000 sec): 3 clusters
  Score: Raw -1702569.063010 + Penalty 3112.207998 = -1699456.855012
  nChanged 16
		SP:Iteration 21Q (35230.360000 sec): 3 clusters
  Score: Raw -1702578.755136 + Penalty 3112.207998 = -1699466.547137
  nChanged 6
		SP:Iteration 22Q (35230.580000 sec): 3 clusters
  Score: Raw -1702582.827904 + Penalty 3112.207998 = -1699470.619906
  nChanged 6
		SP:Iteration 23Q (35230.760000 sec): 3 clusters
  Score: Raw -1702586.635722 + Penalty 3112.207998 = -1699474.427724
  nChanged 8
		SP:Iteration 24Q (35230.970000 sec): 3 clusters
  Score: Raw -1702593.314842 + Penalty 3112.207998 = -1699481.106843
  nChanged 12
		SP:Iteration 25Q (35231.200000 sec): 3 clusters
  Score: Raw -1702602.189649 + Penalty 3112.207998 = -1699489.981650
  nChanged 8
		SP:Iteration 26Q (35231.440000 sec): 3 clusters
  Score: Raw -1702610.116976 + Penalty 3112.207998 = -1699497.908977
  nChanged 11
		SP:Iteration 27Q (35231.660000 sec): 3 clusters
  Score: Raw -1702617.474328 + Penalty 3112.207998 = -1699505.266330
  nChanged 6
		SP:Iteration 28Q (35231.880000 sec): 3 clusters
  Score: Raw -1702624.632204 + Penalty 3112.207998 = -1699512.424205
  nChanged 9
		SP:Iteration 29Q (35232.100000 sec): 3 clusters
  Score: Raw -1702629.820341 + Penalty 3112.207998 = -1699517.612343
  nChanged 4
		SP:Iteration 30Q (35232.370000 sec): 3 clusters
  Score: Raw -1702633.769244 + Penalty 3112.207998 = -1699521.561245
  nChanged 5
		SP:Iteration 31Q (35232.550000 sec): 3 clusters
  Score: Raw -1702637.258939 + Penalty 3112.207998 = -1699525.050941
  nChanged 1
		SP:Iteration 32Q (35232.770000 sec): 3 clusters
  Score: Raw -1702637.449832 + Penalty 3112.207998 = -1699525.241834
  nChanged 1
		SP:Iteration 33Q (35233.020000 sec): 3 clusters
  Score: Raw -1702637.773208 + Penalty 3112.207998 = -1699525.565210
  nChanged 0
		SP:Iteration 34F (35233.210000 sec): 3 clusters
  Score: Raw -1702637.773208 + Penalty 3112.207998 = -1699525.565210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35233.380000 sec): 2 clusters
  Score: Raw -2266363.985431 + Penalty 1594.588358 = -2264769.397074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35233.650000 sec): 3 clusters
  Score: Raw -2255386.986700 + Penalty 3189.176715 = -2252197.809984
  nChanged 8197
		SP:Iteration 1F (35233.890000 sec): 3 clusters
  Score: Raw -2260201.884393 + Penalty 3189.176715 = -2257012.707678
  nChanged 1333
		SP:Iteration 2F (35234.130000 sec): 3 clusters
  Score: Raw -2261125.327463 + Penalty 3189.176715 = -2257936.150748
  nChanged 1603
		SP:Iteration 3F (35234.320000 sec): 3 clusters
  Score: Raw -2262514.359638 + Penalty 3189.176715 = -2259325.182923
  nChanged 1703
		SP:Iteration 4F (35234.560000 sec): 3 clusters
  Score: Raw -2264135.926248 + Penalty 3189.176715 = -2260946.749532
  nChanged 1463
		SP:Iteration 5F (35234.830000 sec): 3 clusters
  Score: Raw -2265437.138725 + Penalty 3189.176715 = -2262247.962010
  nChanged 1037
		SP:Iteration 6F (35235.090000 sec): 3 clusters
  Score: Raw -2266213.553410 + Penalty 3189.176715 = -2263024.376694
  nChanged 652
		SP:Iteration 7Q (35235.310000 sec): 3 clusters
  Score: Raw -2266587.646529 + Penalty 3189.176715 = -2263398.469813
  nChanged 377
		SP:Iteration 8Q (35235.560000 sec): 3 clusters
  Score: Raw -2266763.425636 + Penalty 3189.176715 = -2263574.248921
  nChanged 246
		SP:Iteration 9Q (35235.810000 sec): 3 clusters
  Score: Raw -2266855.757284 + Penalty 3189.176715 = -2263666.580568
  nChanged 176
		SP:Iteration 10Q (35236.090000 sec): 3 clusters
  Score: Raw -2266920.866727 + Penalty 3189.176715 = -2263731.690012
  nChanged 147
		SP:Iteration 11Q (35236.330000 sec): 3 clusters
  Score: Raw -2266974.343664 + Penalty 3189.176715 = -2263785.166949
  nChanged 113
		SP:Iteration 12Q (35236.600000 sec): 3 clusters
  Score: Raw -2267011.674330 + Penalty 3189.176715 = -2263822.497615
  nChanged 88
		SP:Iteration 13Q (35236.870000 sec): 3 clusters
  Score: Raw -2267037.779719 + Penalty 3189.176715 = -2263848.603004
  nChanged 69
		SP:Iteration 14Q (35237.120000 sec): 3 clusters
  Score: Raw -2267055.194845 + Penalty 3189.176715 = -2263866.018130
  nChanged 62
		SP:Iteration 15Q (35237.380000 sec): 3 clusters
  Score: Raw -2267072.744016 + Penalty 3189.176715 = -2263883.567301
  nChanged 68
		SP:Iteration 16Q (35237.660000 sec): 3 clusters
  Score: Raw -2267089.561604 + Penalty 3189.176715 = -2263900.384888
  nChanged 51
		SP:Iteration 17Q (35237.860000 sec): 3 clusters
  Score: Raw -2267104.605572 + Penalty 3189.176715 = -2263915.428857
  nChanged 49
		SP:Iteration 18Q (35238.120000 sec): 3 clusters
  Score: Raw -2267123.979147 + Penalty 3189.176715 = -2263934.802431
  nChanged 54
		SP:Iteration 19Q (35238.370000 sec): 3 clusters
  Score: Raw -2267143.922433 + Penalty 3189.176715 = -2263954.745717
  nChanged 52
		SP:Iteration 20F (35238.620000 sec): 3 clusters
  Score: Raw -2267163.361395 + Penalty 3189.176715 = -2263974.184679
  nChanged 56
		SP:Iteration 21Q (35238.900000 sec): 3 clusters
  Score: Raw -2267186.249560 + Penalty 3189.176715 = -2263997.072844
  nChanged 63
		SP:Iteration 22Q (35239.120000 sec): 3 clusters
  Score: Raw -2267210.635158 + Penalty 3189.176715 = -2264021.458443
  nChanged 51
		SP:Iteration 23Q (35239.400000 sec): 3 clusters
  Score: Raw -2267227.737611 + Penalty 3189.176715 = -2264038.560895
  nChanged 44
		SP:Iteration 24Q (35239.590000 sec): 3 clusters
  Score: Raw -2267240.001792 + Penalty 3189.176715 = -2264050.825077
  nChanged 30
		SP:Iteration 25Q (35239.870000 sec): 3 clusters
  Score: Raw -2267247.420529 + Penalty 3189.176715 = -2264058.243814
  nChanged 25
		SP:Iteration 26Q (35240.120000 sec): 3 clusters
  Score: Raw -2267251.862865 + Penalty 3189.176715 = -2264062.686149
  nChanged 19
		SP:Iteration 27Q (35240.360000 sec): 3 clusters
  Score: Raw -2267255.334725 + Penalty 3189.176715 = -2264066.158009
  nChanged 13
		SP:Iteration 28Q (35240.570000 sec): 3 clusters
  Score: Raw -2267257.790159 + Penalty 3189.176715 = -2264068.613443
  nChanged 15
		SP:Iteration 29Q (35240.790000 sec): 3 clusters
  Score: Raw -2267261.304153 + Penalty 3189.176715 = -2264072.127437
  nChanged 16
		SP:Iteration 30Q (35241.050000 sec): 3 clusters
  Score: Raw -2267264.439247 + Penalty 3189.176715 = -2264075.262531
  nChanged 9
		SP:Iteration 31Q (35241.280000 sec): 3 clusters
  Score: Raw -2267266.663628 + Penalty 3189.176715 = -2264077.486912
  nChanged 13
		SP:Iteration 32Q (35241.580000 sec): 3 clusters
  Score: Raw -2267269.963230 + Penalty 3189.176715 = -2264080.786514
  nChanged 10
		SP:Iteration 33Q (35241.820000 sec): 3 clusters
  Score: Raw -2267271.950153 + Penalty 3189.176715 = -2264082.773438
  nChanged 12
		SP:Iteration 34Q (35242.050000 sec): 3 clusters
  Score: Raw -2267274.498638 + Penalty 3189.176715 = -2264085.321923
  nChanged 11
		SP:Iteration 35Q (35242.320000 sec): 3 clusters
  Score: Raw -2267276.814942 + Penalty 3189.176715 = -2264087.638227
  nChanged 12
		SP:Iteration 36Q (35242.570000 sec): 3 clusters
  Score: Raw -2267280.030952 + Penalty 3189.176715 = -2264090.854236
  nChanged 10
		SP:Iteration 37Q (35242.800000 sec): 3 clusters
  Score: Raw -2267282.083889 + Penalty 3189.176715 = -2264092.907174
  nChanged 6
		SP:Iteration 38Q (35243.030000 sec): 3 clusters
  Score: Raw -2267283.447047 + Penalty 3189.176715 = -2264094.270332
  nChanged 7
		SP:Iteration 39Q (35243.260000 sec): 3 clusters
  Score: Raw -2267285.438980 + Penalty 3189.176715 = -2264096.262264
  nChanged 4
		SP:Iteration 40F (35243.530000 sec): 3 clusters
  Score: Raw -2267285.928140 + Penalty 3189.176715 = -2264096.751425
  nChanged 4
		SP:Iteration 41Q (35243.760000 sec): 3 clusters
  Score: Raw -2267286.781213 + Penalty 3189.176715 = -2264097.604497
  nChanged 7
		SP:Iteration 42Q (35244.040000 sec): 3 clusters
  Score: Raw -2267288.533195 + Penalty 3189.176715 = -2264099.356480
  nChanged 6
		SP:Iteration 43Q (35244.260000 sec): 3 clusters
  Score: Raw -2267289.764467 + Penalty 3189.176715 = -2264100.587752
  nChanged 7
		SP:Iteration 44Q (35244.510000 sec): 3 clusters
  Score: Raw -2267291.763569 + Penalty 3189.176715 = -2264102.586854
  nChanged 10
		SP:Iteration 45Q (35244.760000 sec): 3 clusters
  Score: Raw -2267293.649130 + Penalty 3189.176715 = -2264104.472415
  nChanged 8
		SP:Iteration 46Q (35245.020000 sec): 3 clusters
  Score: Raw -2267295.202149 + Penalty 3189.176715 = -2264106.025433
  nChanged 4
		SP:Iteration 47Q (35245.220000 sec): 3 clusters
  Score: Raw -2267295.701744 + Penalty 3189.176715 = -2264106.525028
  nChanged 2
		SP:Iteration 48Q (35245.490000 sec): 3 clusters
  Score: Raw -2267295.920639 + Penalty 3189.176715 = -2264106.743924
  nChanged 0
		SP:Iteration 49F (35245.720000 sec): 3 clusters
  Score: Raw -2267295.920639 + Penalty 3189.176715 = -2264106.743924
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35245.860000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35246.030000 sec): 3 clusters
  Score: Raw -83388.093336 + Penalty 2140.953755 = -81247.139582
  nChanged 199
		SP:Iteration 1F (35246.200000 sec): 3 clusters
  Score: Raw -83646.235284 + Penalty 2140.953755 = -81505.281529
  nChanged 51
		SP:Iteration 2F (35246.400000 sec): 3 clusters
  Score: Raw -83727.278482 + Penalty 2140.953755 = -81586.324727
  nChanged 34
		SP:Iteration 3Q (35246.560000 sec): 3 clusters
  Score: Raw -83774.792398 + Penalty 2140.953755 = -81633.838643
  nChanged 16
		SP:Iteration 4Q (35246.740000 sec): 3 clusters
  Score: Raw -83807.212588 + Penalty 2140.953755 = -81666.258833
  nChanged 16
		SP:Iteration 5Q (35246.910000 sec): 3 clusters
  Score: Raw -83830.487472 + Penalty 2140.953755 = -81689.533717
  nChanged 4
		SP:Iteration 6Q (35247.060000 sec): 3 clusters
  Score: Raw -83833.652576 + Penalty 2140.953755 = -81692.698821
  nChanged 1
		SP:Iteration 7Q (35247.270000 sec): 3 clusters
  Score: Raw -83835.383992 + Penalty 2140.953755 = -81694.430237
  nChanged 2
		SP:Iteration 8Q (35247.410000 sec): 3 clusters
  Score: Raw -83839.195512 + Penalty 2140.953755 = -81698.241757
  nChanged 3
		SP:Iteration 9Q (35247.600000 sec): 3 clusters
  Score: Raw -83845.412848 + Penalty 2140.953755 = -81704.459093
  nChanged 2
		SP:Iteration 10Q (35247.760000 sec): 3 clusters
  Score: Raw -83847.095265 + Penalty 2140.953755 = -81706.141510
  nChanged 0
		SP:Iteration 11F (35247.970000 sec): 3 clusters
  Score: Raw -83847.095265 + Penalty 2140.953755 = -81706.141510
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35248.070000 sec): 2 clusters
  Score: Raw -227823.515071 + Penalty 1234.658417 = -226588.856654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35248.230000 sec): 3 clusters
  Score: Raw -226975.592263 + Penalty 2469.316834 = -224506.275429
  nChanged 715
		SP:Iteration 1F (35248.350000 sec): 3 clusters
  Score: Raw -227456.196890 + Penalty 2469.316834 = -224986.880056
  nChanged 197
		SP:Iteration 2F (35248.490000 sec): 3 clusters
  Score: Raw -227650.800309 + Penalty 2469.316834 = -225181.483475
  nChanged 150
		SP:Iteration 3F (35248.630000 sec): 3 clusters
  Score: Raw -227812.506936 + Penalty 2469.316834 = -225343.190102
  nChanged 121
		SP:Iteration 4F (35248.830000 sec): 3 clusters
  Score: Raw -227960.651036 + Penalty 2469.316834 = -225491.334203
  nChanged 91
		SP:Iteration 5Q (35249.030000 sec): 3 clusters
  Score: Raw -228043.797833 + Penalty 2469.316834 = -225574.480999
  nChanged 70
		SP:Iteration 6Q (35249.160000 sec): 3 clusters
  Score: Raw -228108.209428 + Penalty 2469.316834 = -225638.892594
  nChanged 59
		SP:Iteration 7Q (35249.360000 sec): 3 clusters
  Score: Raw -228155.091697 + Penalty 2469.316834 = -225685.774863
  nChanged 49
		SP:Iteration 8Q (35249.520000 sec): 3 clusters
  Score: Raw -228195.478150 + Penalty 2469.316834 = -225726.161316
  nChanged 46
		SP:Iteration 9Q (35249.670000 sec): 3 clusters
  Score: Raw -228225.724221 + Penalty 2469.316834 = -225756.407387
  nChanged 40
		SP:Iteration 10Q (35249.890000 sec): 3 clusters
  Score: Raw -228257.866040 + Penalty 2469.316834 = -225788.549207
  nChanged 34
		SP:Iteration 11Q (35250.080000 sec): 3 clusters
  Score: Raw -228282.443409 + Penalty 2469.316834 = -225813.126575
  nChanged 26
		SP:Iteration 12Q (35250.190000 sec): 3 clusters
  Score: Raw -228299.605558 + Penalty 2469.316834 = -225830.288724
  nChanged 22
		SP:Iteration 13Q (35250.360000 sec): 3 clusters
  Score: Raw -228313.048497 + Penalty 2469.316834 = -225843.731663
  nChanged 19
		SP:Iteration 14Q (35250.560000 sec): 3 clusters
  Score: Raw -228323.436844 + Penalty 2469.316834 = -225854.120010
  nChanged 11
		SP:Iteration 15Q (35250.750000 sec): 3 clusters
  Score: Raw -228328.733830 + Penalty 2469.316834 = -225859.416996
  nChanged 7
		SP:Iteration 16Q (35250.910000 sec): 3 clusters
  Score: Raw -228331.981168 + Penalty 2469.316834 = -225862.664334
  nChanged 5
		SP:Iteration 17Q (35251.080000 sec): 3 clusters
  Score: Raw -228334.009342 + Penalty 2469.316834 = -225864.692509
  nChanged 2
		SP:Iteration 18Q (35251.280000 sec): 3 clusters
  Score: Raw -228334.861989 + Penalty 2469.316834 = -225865.545155
  nChanged 2
		SP:Iteration 19Q (35251.480000 sec): 3 clusters
  Score: Raw -228336.294735 + Penalty 2469.316834 = -225866.977901
  nChanged 1
		SP:Iteration 20F (35251.650000 sec): 3 clusters
  Score: Raw -228336.733516 + Penalty 2469.316834 = -225867.416682
  nChanged 3
		SP:Iteration 21Q (35251.810000 sec): 3 clusters
  Score: Raw -228337.934315 + Penalty 2469.316834 = -225868.617481
  nChanged 6
		SP:Iteration 22Q (35252.000000 sec): 3 clusters
  Score: Raw -228341.199795 + Penalty 2469.316834 = -225871.882962
  nChanged 6
		SP:Iteration 23Q (35252.180000 sec): 3 clusters
  Score: Raw -228347.679084 + Penalty 2469.316834 = -225878.362251
  nChanged 8
		SP:Iteration 24Q (35252.370000 sec): 3 clusters
  Score: Raw -228352.738669 + Penalty 2469.316834 = -225883.421835
  nChanged 8
		SP:Iteration 25Q (35252.560000 sec): 3 clusters
  Score: Raw -228357.590075 + Penalty 2469.316834 = -225888.273241
  nChanged 7
		SP:Iteration 26Q (35252.750000 sec): 3 clusters
  Score: Raw -228362.457768 + Penalty 2469.316834 = -225893.140934
  nChanged 10
		SP:Iteration 27Q (35252.930000 sec): 3 clusters
  Score: Raw -228369.329934 + Penalty 2469.316834 = -225900.013100
  nChanged 10
		SP:Iteration 28Q (35253.160000 sec): 3 clusters
  Score: Raw -228379.076015 + Penalty 2469.316834 = -225909.759181
  nChanged 14
		SP:Iteration 29Q (35253.340000 sec): 3 clusters
  Score: Raw -228387.382010 + Penalty 2469.316834 = -225918.065176
  nChanged 14
		SP:Iteration 30Q (35253.530000 sec): 3 clusters
  Score: Raw -228393.634365 + Penalty 2469.316834 = -225924.317531
  nChanged 9
		SP:Iteration 31Q (35253.680000 sec): 3 clusters
  Score: Raw -228399.972197 + Penalty 2469.316834 = -225930.655363
  nChanged 9
		SP:Iteration 32Q (35253.840000 sec): 3 clusters
  Score: Raw -228403.237270 + Penalty 2469.316834 = -225933.920436
  nChanged 7
		SP:Iteration 33Q (35254.020000 sec): 3 clusters
  Score: Raw -228406.086471 + Penalty 2469.316834 = -225936.769637
  nChanged 6
		SP:Iteration 34Q (35254.230000 sec): 3 clusters
  Score: Raw -228408.914809 + Penalty 2469.316834 = -225939.597975
  nChanged 5
		SP:Iteration 35Q (35254.390000 sec): 3 clusters
  Score: Raw -228410.466445 + Penalty 2469.316834 = -225941.149611
  nChanged 2
		SP:Iteration 36Q (35254.590000 sec): 3 clusters
  Score: Raw -228410.831440 + Penalty 2469.316834 = -225941.514606
  nChanged 2
		SP:Iteration 37Q (35254.760000 sec): 3 clusters
  Score: Raw -228411.860086 + Penalty 2469.316834 = -225942.543252
  nChanged 3
		SP:Iteration 38Q (35254.920000 sec): 3 clusters
  Score: Raw -228413.063236 + Penalty 2469.316834 = -225943.746402
  nChanged 5
		SP:Iteration 39Q (35255.070000 sec): 3 clusters
  Score: Raw -228419.630419 + Penalty 2469.316834 = -225950.313585
  nChanged 9
		SP:Iteration 40F (35255.240000 sec): 3 clusters
  Score: Raw -228424.453048 + Penalty 2469.316834 = -225955.136214
  nChanged 4
		SP:Iteration 41Q (35255.400000 sec): 3 clusters
  Score: Raw -228426.875567 + Penalty 2469.316834 = -225957.558733
  nChanged 4
		SP:Iteration 42Q (35255.540000 sec): 3 clusters
  Score: Raw -228428.413747 + Penalty 2469.316834 = -225959.096913
  nChanged 2
		SP:Iteration 43Q (35255.690000 sec): 3 clusters
  Score: Raw -228430.010092 + Penalty 2469.316834 = -225960.693259
  nChanged 2
		SP:Iteration 44Q (35255.890000 sec): 3 clusters
  Score: Raw -228430.990248 + Penalty 2469.316834 = -225961.673414
  nChanged 2
		SP:Iteration 45Q (35256.040000 sec): 3 clusters
  Score: Raw -228431.603757 + Penalty 2469.316834 = -225962.286923
  nChanged 1
		SP:Iteration 46Q (35256.200000 sec): 3 clusters
  Score: Raw -228432.045244 + Penalty 2469.316834 = -225962.728410
  nChanged 0
		SP:Iteration 47F (35256.380000 sec): 3 clusters
  Score: Raw -228432.045244 + Penalty 2469.316834 = -225962.728410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35256.520000 sec): 2 clusters
  Score: Raw -876345.768020 + Penalty 1461.452133 = -874884.315887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35256.700000 sec): 3 clusters
  Score: Raw -871869.447175 + Penalty 2922.904266 = -868946.542909
  nChanged 3416
		SP:Iteration 1F (35256.920000 sec): 3 clusters
  Score: Raw -873989.699010 + Penalty 2922.904266 = -871066.794744
  nChanged 708
		SP:Iteration 2F (35257.120000 sec): 3 clusters
  Score: Raw -874539.005024 + Penalty 2922.904266 = -871616.100758
  nChanged 573
		SP:Iteration 3F (35257.320000 sec): 3 clusters
  Score: Raw -874907.991329 + Penalty 2922.904266 = -871985.087064
  nChanged 461
		SP:Iteration 4F (35257.550000 sec): 3 clusters
  Score: Raw -875173.169851 + Penalty 2922.904266 = -872250.265586
  nChanged 373
		SP:Iteration 5Q (35257.760000 sec): 3 clusters
  Score: Raw -875377.258571 + Penalty 2922.904266 = -872454.354306
  nChanged 302
		SP:Iteration 6Q (35257.960000 sec): 3 clusters
  Score: Raw -875521.946283 + Penalty 2922.904266 = -872599.042017
  nChanged 258
		SP:Iteration 7Q (35258.150000 sec): 3 clusters
  Score: Raw -875655.258146 + Penalty 2922.904266 = -872732.353880
  nChanged 246
		SP:Iteration 8Q (35258.360000 sec): 3 clusters
  Score: Raw -875764.571807 + Penalty 2922.904266 = -872841.667542
  nChanged 214
		SP:Iteration 9Q (35258.540000 sec): 3 clusters
  Score: Raw -875882.493076 + Penalty 2922.904266 = -872959.588810
  nChanged 200
		SP:Iteration 10Q (35258.740000 sec): 3 clusters
  Score: Raw -876007.821946 + Penalty 2922.904266 = -873084.917680
  nChanged 204
		SP:Iteration 11Q (35258.960000 sec): 3 clusters
  Score: Raw -876142.514797 + Penalty 2922.904266 = -873219.610532
  nChanged 189
		SP:Iteration 12Q (35259.160000 sec): 3 clusters
  Score: Raw -876270.303467 + Penalty 2922.904266 = -873347.399202
  nChanged 215
		SP:Iteration 13Q (35259.370000 sec): 3 clusters
  Score: Raw -876406.200126 + Penalty 2922.904266 = -873483.295860
  nChanged 192
		SP:Iteration 14Q (35259.580000 sec): 3 clusters
  Score: Raw -876503.184244 + Penalty 2922.904266 = -873580.279978
  nChanged 140
		SP:Iteration 15Q (35259.800000 sec): 3 clusters
  Score: Raw -876557.326056 + Penalty 2922.904266 = -873634.421791
  nChanged 99
		SP:Iteration 16Q (35259.980000 sec): 3 clusters
  Score: Raw -876600.158945 + Penalty 2922.904266 = -873677.254679
  nChanged 96
		SP:Iteration 17Q (35260.180000 sec): 3 clusters
  Score: Raw -876640.263321 + Penalty 2922.904266 = -873717.359056
  nChanged 94
		SP:Iteration 18Q (35260.370000 sec): 3 clusters
  Score: Raw -876675.451274 + Penalty 2922.904266 = -873752.547009
  nChanged 83
		SP:Iteration 19Q (35260.590000 sec): 3 clusters
  Score: Raw -876701.018680 + Penalty 2922.904266 = -873778.114414
  nChanged 61
		SP:Iteration 20F (35260.800000 sec): 3 clusters
  Score: Raw -876721.793157 + Penalty 2922.904266 = -873798.888891
  nChanged 63
		SP:Iteration 21Q (35260.980000 sec): 3 clusters
  Score: Raw -876744.624172 + Penalty 2922.904266 = -873821.719906
  nChanged 56
		SP:Iteration 22Q (35261.200000 sec): 3 clusters
  Score: Raw -876763.960358 + Penalty 2922.904266 = -873841.056093
  nChanged 49
		SP:Iteration 23Q (35261.350000 sec): 3 clusters
  Score: Raw -876782.066037 + Penalty 2922.904266 = -873859.161772
  nChanged 50
		SP:Iteration 24Q (35261.550000 sec): 3 clusters
  Score: Raw -876797.749548 + Penalty 2922.904266 = -873874.845282
  nChanged 44
		SP:Iteration 25Q (35261.760000 sec): 3 clusters
  Score: Raw -876813.091378 + Penalty 2922.904266 = -873890.187112
  nChanged 40
		SP:Iteration 26Q (35261.990000 sec): 3 clusters
  Score: Raw -876827.212864 + Penalty 2922.904266 = -873904.308598
  nChanged 36
		SP:Iteration 27Q (35262.200000 sec): 3 clusters
  Score: Raw -876840.764311 + Penalty 2922.904266 = -873917.860045
  nChanged 45
		SP:Iteration 28Q (35262.380000 sec): 3 clusters
  Score: Raw -876854.316250 + Penalty 2922.904266 = -873931.411985
  nChanged 30
		SP:Iteration 29Q (35262.590000 sec): 3 clusters
  Score: Raw -876861.384242 + Penalty 2922.904266 = -873938.479977
  nChanged 19
		SP:Iteration 30Q (35262.800000 sec): 3 clusters
  Score: Raw -876864.699925 + Penalty 2922.904266 = -873941.795659
  nChanged 19
		SP:Iteration 31Q (35263.020000 sec): 3 clusters
  Score: Raw -876869.092517 + Penalty 2922.904266 = -873946.188251
  nChanged 26
		SP:Iteration 32Q (35263.180000 sec): 3 clusters
  Score: Raw -876875.223635 + Penalty 2922.904266 = -873952.319370
  nChanged 23
		SP:Iteration 33Q (35263.380000 sec): 3 clusters
  Score: Raw -876879.537535 + Penalty 2922.904266 = -873956.633269
  nChanged 26
		SP:Iteration 34Q (35263.560000 sec): 3 clusters
  Score: Raw -876885.588324 + Penalty 2922.904266 = -873962.684058
  nChanged 22
		SP:Iteration 35Q (35263.780000 sec): 3 clusters
  Score: Raw -876890.248051 + Penalty 2922.904266 = -873967.343786
  nChanged 16
		SP:Iteration 36Q (35264.000000 sec): 3 clusters
  Score: Raw -876893.757397 + Penalty 2922.904266 = -873970.853131
  nChanged 16
		SP:Iteration 37Q (35264.170000 sec): 3 clusters
  Score: Raw -876897.706502 + Penalty 2922.904266 = -873974.802237
  nChanged 13
		SP:Iteration 38Q (35264.380000 sec): 3 clusters
  Score: Raw -876901.016505 + Penalty 2922.904266 = -873978.112240
  nChanged 14
		SP:Iteration 39Q (35264.580000 sec): 3 clusters
  Score: Raw -876904.581604 + Penalty 2922.904266 = -873981.677338
  nChanged 8
		SP:Iteration 40F (35264.780000 sec): 3 clusters
  Score: Raw -876906.648430 + Penalty 2922.904266 = -873983.744164
  nChanged 11
		SP:Iteration 41Q (35264.990000 sec): 3 clusters
  Score: Raw -876909.049234 + Penalty 2922.904266 = -873986.144968
  nChanged 11
		SP:Iteration 42Q (35265.240000 sec): 3 clusters
  Score: Raw -876912.281450 + Penalty 2922.904266 = -873989.377185
  nChanged 14
		SP:Iteration 43Q (35265.380000 sec): 3 clusters
  Score: Raw -876915.035308 + Penalty 2922.904266 = -873992.131042
  nChanged 10
		SP:Iteration 44Q (35265.580000 sec): 3 clusters
  Score: Raw -876917.195067 + Penalty 2922.904266 = -873994.290801
  nChanged 13
		SP:Iteration 45Q (35265.770000 sec): 3 clusters
  Score: Raw -876919.423518 + Penalty 2922.904266 = -873996.519252
  nChanged 4
		SP:Iteration 46Q (35265.960000 sec): 3 clusters
  Score: Raw -876920.740254 + Penalty 2922.904266 = -873997.835988
  nChanged 6
		SP:Iteration 47Q (35266.120000 sec): 3 clusters
  Score: Raw -876923.088763 + Penalty 2922.904266 = -874000.184497
  nChanged 6
		SP:Iteration 48Q (35266.340000 sec): 3 clusters
  Score: Raw -876924.856760 + Penalty 2922.904266 = -874001.952494
  nChanged 4
		SP:Iteration 49Q (35266.530000 sec): 3 clusters
  Score: Raw -876925.577576 + Penalty 2922.904266 = -874002.673311
  nChanged 2
		SP:Iteration 50Q (35266.750000 sec): 3 clusters
  Score: Raw -876925.916648 + Penalty 2922.904266 = -874003.012383
  nChanged 0
		SP:Iteration 51F (35266.940000 sec): 3 clusters
  Score: Raw -876925.916648 + Penalty 2922.904266 = -874003.012383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35267.020000 sec): 2 clusters
  Score: Raw -289285.268388 + Penalty 1273.217360 = -288012.051027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35267.160000 sec): 3 clusters
  Score: Raw -288108.896117 + Penalty 2546.434720 = -285562.461396
  nChanged 933
		SP:Iteration 1F (35267.380000 sec): 3 clusters
  Score: Raw -288667.922861 + Penalty 2546.434720 = -286121.488140
  nChanged 198
		SP:Iteration 2F (35267.550000 sec): 3 clusters
  Score: Raw -288814.830681 + Penalty 2546.434720 = -286268.395961
  nChanged 153
		SP:Iteration 3F (35267.730000 sec): 3 clusters
  Score: Raw -288974.128754 + Penalty 2546.434720 = -286427.694034
  nChanged 133
		SP:Iteration 4F (35267.920000 sec): 3 clusters
  Score: Raw -289111.128635 + Penalty 2546.434720 = -286564.693915
  nChanged 122
		SP:Iteration 5Q (35268.120000 sec): 3 clusters
  Score: Raw -289242.867650 + Penalty 2546.434720 = -286696.432929
  nChanged 116
		SP:Iteration 6Q (35268.280000 sec): 3 clusters
  Score: Raw -289371.153691 + Penalty 2546.434720 = -286824.718970
  nChanged 112
		SP:Iteration 7Q (35268.490000 sec): 3 clusters
  Score: Raw -289488.299519 + Penalty 2546.434720 = -286941.864799
  nChanged 94
		SP:Iteration 8Q (35268.640000 sec): 3 clusters
  Score: Raw -289585.499632 + Penalty 2546.434720 = -287039.064912
  nChanged 93
		SP:Iteration 9Q (35268.810000 sec): 3 clusters
  Score: Raw -289677.802756 + Penalty 2546.434720 = -287131.368036
  nChanged 77
		SP:Iteration 10Q (35268.980000 sec): 3 clusters
  Score: Raw -289756.210591 + Penalty 2546.434720 = -287209.775871
  nChanged 68
		SP:Iteration 11Q (35269.170000 sec): 3 clusters
  Score: Raw -289806.336071 + Penalty 2546.434720 = -287259.901351
  nChanged 35
		SP:Iteration 12Q (35269.390000 sec): 3 clusters
  Score: Raw -289829.220342 + Penalty 2546.434720 = -287282.785622
  nChanged 31
		SP:Iteration 13Q (35269.550000 sec): 3 clusters
  Score: Raw -289846.101748 + Penalty 2546.434720 = -287299.667028
  nChanged 24
		SP:Iteration 14Q (35269.750000 sec): 3 clusters
  Score: Raw -289859.587292 + Penalty 2546.434720 = -287313.152572
  nChanged 19
		SP:Iteration 15Q (35269.890000 sec): 3 clusters
  Score: Raw -289872.530600 + Penalty 2546.434720 = -287326.095879
  nChanged 18
		SP:Iteration 16Q (35270.120000 sec): 3 clusters
  Score: Raw -289880.993638 + Penalty 2546.434720 = -287334.558918
  nChanged 18
		SP:Iteration 17Q (35270.270000 sec): 3 clusters
  Score: Raw -289888.553383 + Penalty 2546.434720 = -287342.118662
  nChanged 17
		SP:Iteration 18Q (35270.430000 sec): 3 clusters
  Score: Raw -289897.940229 + Penalty 2546.434720 = -287351.505508
  nChanged 19
		SP:Iteration 19Q (35270.580000 sec): 3 clusters
  Score: Raw -289909.249648 + Penalty 2546.434720 = -287362.814927
  nChanged 28
		SP:Iteration 20F (35270.760000 sec): 3 clusters
  Score: Raw -289924.927632 + Penalty 2546.434720 = -287378.492911
  nChanged 22
		SP:Iteration 21Q (35270.950000 sec): 3 clusters
  Score: Raw -289936.431600 + Penalty 2546.434720 = -287389.996880
  nChanged 22
		SP:Iteration 22Q (35271.100000 sec): 3 clusters
  Score: Raw -289947.192336 + Penalty 2546.434720 = -287400.757615
  nChanged 16
		SP:Iteration 23Q (35271.300000 sec): 3 clusters
  Score: Raw -289955.448811 + Penalty 2546.434720 = -287409.014091
  nChanged 17
		SP:Iteration 24Q (35271.460000 sec): 3 clusters
  Score: Raw -289964.376537 + Penalty 2546.434720 = -287417.941817
  nChanged 22
		SP:Iteration 25Q (35271.640000 sec): 3 clusters
  Score: Raw -289979.000785 + Penalty 2546.434720 = -287432.566065
  nChanged 28
		SP:Iteration 26Q (35271.830000 sec): 3 clusters
  Score: Raw -289993.458643 + Penalty 2546.434720 = -287447.023923
  nChanged 25
		SP:Iteration 27Q (35271.990000 sec): 3 clusters
  Score: Raw -290007.240317 + Penalty 2546.434720 = -287460.805597
  nChanged 24
		SP:Iteration 28Q (35272.170000 sec): 3 clusters
  Score: Raw -290018.826968 + Penalty 2546.434720 = -287472.392248
  nChanged 18
		SP:Iteration 29Q (35272.370000 sec): 3 clusters
  Score: Raw -290026.696342 + Penalty 2546.434720 = -287480.261622
  nChanged 17
		SP:Iteration 30Q (35272.540000 sec): 3 clusters
  Score: Raw -290034.790496 + Penalty 2546.434720 = -287488.355776
  nChanged 20
		SP:Iteration 31Q (35272.710000 sec): 3 clusters
  Score: Raw -290043.414215 + Penalty 2546.434720 = -287496.979495
  nChanged 9
		SP:Iteration 32Q (35272.910000 sec): 3 clusters
  Score: Raw -290046.950179 + Penalty 2546.434720 = -287500.515459
  nChanged 3
		SP:Iteration 33Q (35273.080000 sec): 3 clusters
  Score: Raw -290048.269061 + Penalty 2546.434720 = -287501.834340
  nChanged 4
		SP:Iteration 34Q (35273.290000 sec): 3 clusters
  Score: Raw -290049.879429 + Penalty 2546.434720 = -287503.444709
  nChanged 4
		SP:Iteration 35Q (35273.450000 sec): 3 clusters
  Score: Raw -290051.531637 + Penalty 2546.434720 = -287505.096917
  nChanged 4
		SP:Iteration 36Q (35273.660000 sec): 3 clusters
  Score: Raw -290053.039423 + Penalty 2546.434720 = -287506.604702
  nChanged 3
		SP:Iteration 37Q (35273.830000 sec): 3 clusters
  Score: Raw -290053.618571 + Penalty 2546.434720 = -287507.183851
  nChanged 2
		SP:Iteration 38Q (35273.990000 sec): 3 clusters
  Score: Raw -290054.314939 + Penalty 2546.434720 = -287507.880219
  nChanged 2
		SP:Iteration 39Q (35274.170000 sec): 3 clusters
  Score: Raw -290054.797181 + Penalty 2546.434720 = -287508.362461
  nChanged 1
		SP:Iteration 40F (35274.310000 sec): 3 clusters
  Score: Raw -290055.086603 + Penalty 2546.434720 = -287508.651882
  nChanged 1
		SP:Iteration 41Q (35274.510000 sec): 3 clusters
  Score: Raw -290055.500250 + Penalty 2546.434720 = -287509.065530
  nChanged 3
		SP:Iteration 42Q (35274.670000 sec): 3 clusters
  Score: Raw -290056.343774 + Penalty 2546.434720 = -287509.909053
  nChanged 3
		SP:Iteration 43Q (35274.830000 sec): 3 clusters
  Score: Raw -290058.099603 + Penalty 2546.434720 = -287511.664883
  nChanged 5
		SP:Iteration 44Q (35275.000000 sec): 3 clusters
  Score: Raw -290060.404155 + Penalty 2546.434720 = -287513.969435
  nChanged 4
		SP:Iteration 45Q (35275.160000 sec): 3 clusters
  Score: Raw -290061.919677 + Penalty 2546.434720 = -287515.484956
  nChanged 1
		SP:Iteration 46Q (35275.350000 sec): 3 clusters
  Score: Raw -290062.160553 + Penalty 2546.434720 = -287515.725833
  nChanged 1
		SP:Iteration 47Q (35275.530000 sec): 3 clusters
  Score: Raw -290062.389651 + Penalty 2546.434720 = -287515.954931
  nChanged 0
		SP:Iteration 48F (35275.710000 sec): 3 clusters
  Score: Raw -290062.389651 + Penalty 2546.434720 = -287515.954931
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35275.850000 sec): 2 clusters
  Score: Raw -667404.962607 + Penalty 1399.797490 = -666005.165117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35276.020000 sec): 3 clusters
  Score: Raw -664510.717701 + Penalty 2799.594979 = -661711.122722
  nChanged 2205
		SP:Iteration 1F (35276.190000 sec): 3 clusters
  Score: Raw -665780.490468 + Penalty 2799.594979 = -662980.895489
  nChanged 436
		SP:Iteration 2F (35276.400000 sec): 3 clusters
  Score: Raw -666083.177240 + Penalty 2799.594979 = -663283.582261
  nChanged 378
		SP:Iteration 3F (35276.590000 sec): 3 clusters
  Score: Raw -666351.767714 + Penalty 2799.594979 = -663552.172735
  nChanged 357
		SP:Iteration 4F (35276.790000 sec): 3 clusters
  Score: Raw -666606.712974 + Penalty 2799.594979 = -663807.117994
  nChanged 325
		SP:Iteration 5F (35277.000000 sec): 3 clusters
  Score: Raw -666847.467102 + Penalty 2799.594979 = -664047.872123
  nChanged 300
		SP:Iteration 6F (35277.190000 sec): 3 clusters
  Score: Raw -667073.700700 + Penalty 2799.594979 = -664274.105720
  nChanged 275
		SP:Iteration 7Q (35277.390000 sec): 3 clusters
  Score: Raw -667263.664099 + Penalty 2799.594979 = -664464.069120
  nChanged 209
		SP:Iteration 8Q (35277.590000 sec): 3 clusters
  Score: Raw -667388.558713 + Penalty 2799.594979 = -664588.963734
  nChanged 177
		SP:Iteration 9Q (35277.800000 sec): 3 clusters
  Score: Raw -667474.600775 + Penalty 2799.594979 = -664675.005796
  nChanged 117
		SP:Iteration 10Q (35277.980000 sec): 3 clusters
  Score: Raw -667523.367960 + Penalty 2799.594979 = -664723.772981
  nChanged 77
		SP:Iteration 11Q (35278.210000 sec): 3 clusters
  Score: Raw -667550.318381 + Penalty 2799.594979 = -664750.723402
  nChanged 53
		SP:Iteration 12Q (35278.380000 sec): 3 clusters
  Score: Raw -667575.553547 + Penalty 2799.594979 = -664775.958568
  nChanged 45
		SP:Iteration 13Q (35278.550000 sec): 3 clusters
  Score: Raw -667593.845989 + Penalty 2799.594979 = -664794.251010
  nChanged 35
		SP:Iteration 14Q (35278.780000 sec): 3 clusters
  Score: Raw -667607.145642 + Penalty 2799.594979 = -664807.550663
  nChanged 35
		SP:Iteration 15Q (35278.930000 sec): 3 clusters
  Score: Raw -667623.430732 + Penalty 2799.594979 = -664823.835753
  nChanged 34
		SP:Iteration 16Q (35279.150000 sec): 3 clusters
  Score: Raw -667636.000465 + Penalty 2799.594979 = -664836.405485
  nChanged 26
		SP:Iteration 17Q (35279.340000 sec): 3 clusters
  Score: Raw -667645.906520 + Penalty 2799.594979 = -664846.311541
  nChanged 28
		SP:Iteration 18Q (35279.540000 sec): 3 clusters
  Score: Raw -667656.251823 + Penalty 2799.594979 = -664856.656844
  nChanged 21
		SP:Iteration 19Q (35279.740000 sec): 3 clusters
  Score: Raw -667664.122965 + Penalty 2799.594979 = -664864.527986
  nChanged 16
		SP:Iteration 20F (35279.920000 sec): 3 clusters
  Score: Raw -667669.074534 + Penalty 2799.594979 = -664869.479555
  nChanged 12
		SP:Iteration 21Q (35280.080000 sec): 3 clusters
  Score: Raw -667672.505838 + Penalty 2799.594979 = -664872.910859
  nChanged 12
		SP:Iteration 22Q (35280.300000 sec): 3 clusters
  Score: Raw -667676.435467 + Penalty 2799.594979 = -664876.840487
  nChanged 8
		SP:Iteration 23Q (35280.510000 sec): 3 clusters
  Score: Raw -667679.451418 + Penalty 2799.594979 = -664879.856439
  nChanged 10
		SP:Iteration 24Q (35280.680000 sec): 3 clusters
  Score: Raw -667682.831923 + Penalty 2799.594979 = -664883.236944
  nChanged 7
		SP:Iteration 25Q (35280.850000 sec): 3 clusters
  Score: Raw -667684.383734 + Penalty 2799.594979 = -664884.788755
  nChanged 6
		SP:Iteration 26Q (35281.030000 sec): 3 clusters
  Score: Raw -667686.351989 + Penalty 2799.594979 = -664886.757010
  nChanged 7
		SP:Iteration 27Q (35281.190000 sec): 3 clusters
  Score: Raw -667688.021154 + Penalty 2799.594979 = -664888.426175
  nChanged 2
		SP:Iteration 28Q (35281.380000 sec): 3 clusters
  Score: Raw -667688.385950 + Penalty 2799.594979 = -664888.790971
  nChanged 3
		SP:Iteration 29Q (35281.570000 sec): 3 clusters
  Score: Raw -667689.594067 + Penalty 2799.594979 = -664889.999088
  nChanged 5
		SP:Iteration 30Q (35281.760000 sec): 3 clusters
  Score: Raw -667691.017834 + Penalty 2799.594979 = -664891.422855
  nChanged 0
		SP:Iteration 31F (35281.980000 sec): 3 clusters
  Score: Raw -667691.017834 + Penalty 2799.594979 = -664891.422855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35282.620000 sec): 2 clusters
  Score: Raw -14732745.389247 + Penalty 1899.645409 = -14730845.743838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35283.310000 sec): 3 clusters
  Score: Raw -14654604.235027 + Penalty 3799.290819 = -14650804.944208
  nChanged 57183
		SP:Iteration 1F (35283.950000 sec): 3 clusters
  Score: Raw -14688208.599544 + Penalty 3799.290819 = -14684409.308725
  nChanged 3466
		SP:Iteration 2Q (35284.620000 sec): 3 clusters
  Score: Raw -14688974.101037 + Penalty 3799.290819 = -14685174.810218
  nChanged 3809
		SP:Iteration 3Q (35285.280000 sec): 3 clusters
  Score: Raw -14690002.489084 + Penalty 3799.290819 = -14686203.198265
  nChanged 4572
		SP:Iteration 4Q (35285.990000 sec): 3 clusters
  Score: Raw -14691602.167954 + Penalty 3799.290819 = -14687802.877136
  nChanged 5785
		SP:Iteration 5Q (35286.700000 sec): 3 clusters
  Score: Raw -14694207.003694 + Penalty 3799.290819 = -14690407.712875
  nChanged 7163
		SP:Iteration 6F (35287.390000 sec): 3 clusters
  Score: Raw -14698405.293260 + Penalty 3799.290819 = -14694606.002441
  nChanged 8559
		SP:Iteration 7F (35288.080000 sec): 3 clusters
  Score: Raw -14704741.037339 + Penalty 3799.290819 = -14700941.746520
  nChanged 8818
		SP:Iteration 8F (35288.730000 sec): 3 clusters
  Score: Raw -14712533.568000 + Penalty 3799.290819 = -14708734.277182
  nChanged 7496
		SP:Iteration 9F (35289.420000 sec): 3 clusters
  Score: Raw -14719829.272422 + Penalty 3799.290819 = -14716029.981603
  nChanged 5259
		SP:Iteration 10Q (35290.110000 sec): 3 clusters
  Score: Raw -14724768.442880 + Penalty 3799.290819 = -14720969.152061
  nChanged 3340
		SP:Iteration 11Q (35290.760000 sec): 3 clusters
  Score: Raw -14727381.552833 + Penalty 3799.290819 = -14723582.262014
  nChanged 2160
		SP:Iteration 12Q (35291.420000 sec): 3 clusters
  Score: Raw -14728851.326320 + Penalty 3799.290819 = -14725052.035501
  nChanged 1596
		SP:Iteration 13Q (35292.140000 sec): 3 clusters
  Score: Raw -14729871.219823 + Penalty 3799.290819 = -14726071.929004
  nChanged 1315
		SP:Iteration 14Q (35292.880000 sec): 3 clusters
  Score: Raw -14730676.494034 + Penalty 3799.290819 = -14726877.203215
  nChanged 1057
		SP:Iteration 15Q (35293.480000 sec): 3 clusters
  Score: Raw -14731297.829112 + Penalty 3799.290819 = -14727498.538293
  nChanged 838
		SP:Iteration 16Q (35294.110000 sec): 3 clusters
  Score: Raw -14731751.578778 + Penalty 3799.290819 = -14727952.287959
  nChanged 660
		SP:Iteration 17Q (35294.770000 sec): 3 clusters
  Score: Raw -14732062.132959 + Penalty 3799.290819 = -14728262.842140
  nChanged 515
		SP:Iteration 18Q (35295.420000 sec): 3 clusters
  Score: Raw -14732284.995695 + Penalty 3799.290819 = -14728485.704876
  nChanged 404
		SP:Iteration 19Q (35296.070000 sec): 3 clusters
  Score: Raw -14732438.609544 + Penalty 3799.290819 = -14728639.318725
  nChanged 330
		SP:Iteration 20F (35296.780000 sec): 3 clusters
  Score: Raw -14732558.053658 + Penalty 3799.290819 = -14728758.762839
  nChanged 279
		SP:Iteration 21Q (35297.480000 sec): 3 clusters
  Score: Raw -14732661.101380 + Penalty 3799.290819 = -14728861.810561
  nChanged 252
		SP:Iteration 22Q (35298.100000 sec): 3 clusters
  Score: Raw -14732744.752235 + Penalty 3799.290819 = -14728945.461416
  nChanged 198
		SP:Iteration 23Q (35298.720000 sec): 3 clusters
  Score: Raw -14732809.868621 + Penalty 3799.290819 = -14729010.577802
  nChanged 182
		SP:Iteration 24Q (35299.330000 sec): 3 clusters
  Score: Raw -14732867.318049 + Penalty 3799.290819 = -14729068.027230
  nChanged 146
		SP:Iteration 25Q (35299.960000 sec): 3 clusters
  Score: Raw -14732915.570791 + Penalty 3799.290819 = -14729116.279972
  nChanged 138
		SP:Iteration 26Q (35300.590000 sec): 3 clusters
  Score: Raw -14732956.734064 + Penalty 3799.290819 = -14729157.443245
  nChanged 106
		SP:Iteration 27Q (35301.190000 sec): 3 clusters
  Score: Raw -14732987.113051 + Penalty 3799.290819 = -14729187.822232
  nChanged 79
		SP:Iteration 28Q (35301.820000 sec): 3 clusters
  Score: Raw -14733006.737339 + Penalty 3799.290819 = -14729207.446520
  nChanged 86
		SP:Iteration 29Q (35302.530000 sec): 3 clusters
  Score: Raw -14733030.242950 + Penalty 3799.290819 = -14729230.952131
  nChanged 78
		SP:Iteration 30Q (35303.230000 sec): 3 clusters
  Score: Raw -14733052.114020 + Penalty 3799.290819 = -14729252.823201
  nChanged 69
		SP:Iteration 31Q (35303.930000 sec): 3 clusters
  Score: Raw -14733070.902585 + Penalty 3799.290819 = -14729271.611766
  nChanged 57
		SP:Iteration 32Q (35304.620000 sec): 3 clusters
  Score: Raw -14733085.417333 + Penalty 3799.290819 = -14729286.126514
  nChanged 57
		SP:Iteration 33Q (35305.290000 sec): 3 clusters
  Score: Raw -14733096.501158 + Penalty 3799.290819 = -14729297.210340
  nChanged 35
		SP:Iteration 34Q (35305.960000 sec): 3 clusters
  Score: Raw -14733103.835709 + Penalty 3799.290819 = -14729304.544891
  nChanged 25
		SP:Iteration 35Q (35306.690000 sec): 3 clusters
  Score: Raw -14733108.146577 + Penalty 3799.290819 = -14729308.855758
  nChanged 21
		SP:Iteration 36Q (35307.340000 sec): 3 clusters
  Score: Raw -14733112.195405 + Penalty 3799.290819 = -14729312.904586
  nChanged 11
		SP:Iteration 37Q (35307.960000 sec): 3 clusters
  Score: Raw -14733114.322618 + Penalty 3799.290819 = -14729315.031799
  nChanged 12
		SP:Iteration 38Q (35308.600000 sec): 3 clusters
  Score: Raw -14733116.428642 + Penalty 3799.290819 = -14729317.137823
  nChanged 10
		SP:Iteration 39Q (35309.260000 sec): 3 clusters
  Score: Raw -14733118.259203 + Penalty 3799.290819 = -14729318.968384
  nChanged 13
		SP:Iteration 40F (35309.950000 sec): 3 clusters
  Score: Raw -14733121.230869 + Penalty 3799.290819 = -14729321.940050
  nChanged 14
		SP:Iteration 41Q (35310.570000 sec): 3 clusters
  Score: Raw -14733124.304863 + Penalty 3799.290819 = -14729325.014044
  nChanged 12
		SP:Iteration 42Q (35311.180000 sec): 3 clusters
  Score: Raw -14733126.487005 + Penalty 3799.290819 = -14729327.196186
  nChanged 13
		SP:Iteration 43Q (35311.750000 sec): 3 clusters
  Score: Raw -14733127.998914 + Penalty 3799.290819 = -14729328.708095
  nChanged 3
		SP:Iteration 44Q (35312.350000 sec): 3 clusters
  Score: Raw -14733128.347183 + Penalty 3799.290819 = -14729329.056364
  nChanged 2
		SP:Iteration 45Q (35312.930000 sec): 3 clusters
  Score: Raw -14733128.468326 + Penalty 3799.290819 = -14729329.177507
  nChanged 3
		SP:Iteration 46Q (35313.470000 sec): 3 clusters
  Score: Raw -14733128.889757 + Penalty 3799.290819 = -14729329.598938
  nChanged 6
		SP:Iteration 47Q (35314.000000 sec): 3 clusters
  Score: Raw -14733129.803487 + Penalty 3799.290819 = -14729330.512668
  nChanged 4
		SP:Iteration 48Q (35314.570000 sec): 3 clusters
  Score: Raw -14733130.518218 + Penalty 3799.290819 = -14729331.227399
  nChanged 7
		SP:Iteration 49Q (35315.140000 sec): 3 clusters
  Score: Raw -14733132.005346 + Penalty 3799.290819 = -14729332.714528
  nChanged 4
		SP:Iteration 50Q (35315.750000 sec): 3 clusters
  Score: Raw -14733132.944321 + Penalty 3799.290819 = -14729333.653502
  nChanged 6
		SP:Iteration 51Q (35316.370000 sec): 3 clusters
  Score: Raw -14733134.395893 + Penalty 3799.290819 = -14729335.105074
  nChanged 9
		SP:Iteration 52Q (35316.970000 sec): 3 clusters
  Score: Raw -14733137.047282 + Penalty 3799.290819 = -14729337.756464
  nChanged 17
		SP:Iteration 53Q (35317.590000 sec): 3 clusters
  Score: Raw -14733140.154878 + Penalty 3799.290819 = -14729340.864059
  nChanged 12
		SP:Iteration 54Q (35318.130000 sec): 3 clusters
  Score: Raw -14733142.300914 + Penalty 3799.290819 = -14729343.010095
  nChanged 18
		SP:Iteration 55Q (35318.750000 sec): 3 clusters
  Score: Raw -14733146.709440 + Penalty 3799.290819 = -14729347.418621
  nChanged 11
		SP:Iteration 56Q (35319.410000 sec): 3 clusters
  Score: Raw -14733148.949104 + Penalty 3799.290819 = -14729349.658285
  nChanged 10
		SP:Iteration 57Q (35320.030000 sec): 3 clusters
  Score: Raw -14733150.637986 + Penalty 3799.290819 = -14729351.347167
  nChanged 9
		SP:Iteration 58Q (35320.680000 sec): 3 clusters
  Score: Raw -14733152.474151 + Penalty 3799.290819 = -14729353.183333
  nChanged 9
		SP:Iteration 59Q (35321.290000 sec): 3 clusters
  Score: Raw -14733154.446522 + Penalty 3799.290819 = -14729355.155703
  nChanged 9
		SP:Iteration 60F (35322.000000 sec): 3 clusters
  Score: Raw -14733155.826688 + Penalty 3799.290819 = -14729356.535870
  nChanged 5
		SP:Iteration 61Q (35322.700000 sec): 3 clusters
  Score: Raw -14733156.538510 + Penalty 3799.290819 = -14729357.247691
  nChanged 2
		SP:Iteration 62Q (35323.340000 sec): 3 clusters
  Score: Raw -14733157.117096 + Penalty 3799.290819 = -14729357.826278
  nChanged 5
		SP:Iteration 63Q (35324.000000 sec): 3 clusters
  Score: Raw -14733158.480853 + Penalty 3799.290819 = -14729359.190035
  nChanged 5
		SP:Iteration 64Q (35324.620000 sec): 3 clusters
  Score: Raw -14733159.489298 + Penalty 3799.290819 = -14729360.198480
  nChanged 3
		SP:Iteration 65Q (35325.370000 sec): 3 clusters
  Score: Raw -14733159.968812 + Penalty 3799.290819 = -14729360.677993
  nChanged 4
		SP:Iteration 66Q (35326.040000 sec): 3 clusters
  Score: Raw -14733160.924598 + Penalty 3799.290819 = -14729361.633779
  nChanged 8
		SP:Iteration 67Q (35326.690000 sec): 3 clusters
  Score: Raw -14733162.514905 + Penalty 3799.290819 = -14729363.224086
  nChanged 9
		SP:Iteration 68Q (35327.320000 sec): 3 clusters
  Score: Raw -14733163.830801 + Penalty 3799.290819 = -14729364.539982
  nChanged 8
		SP:Iteration 69Q (35327.970000 sec): 3 clusters
  Score: Raw -14733165.061151 + Penalty 3799.290819 = -14729365.770333
  nChanged 4
		SP:Iteration 70Q (35328.630000 sec): 3 clusters
  Score: Raw -14733165.757752 + Penalty 3799.290819 = -14729366.466933
  nChanged 3
		SP:Iteration 71Q (35329.240000 sec): 3 clusters
  Score: Raw -14733166.373129 + Penalty 3799.290819 = -14729367.082311
  nChanged 3
		SP:Iteration 72Q (35329.960000 sec): 3 clusters
  Score: Raw -14733167.147846 + Penalty 3799.290819 = -14729367.857027
  nChanged 4
		SP:Iteration 73Q (35330.590000 sec): 3 clusters
  Score: Raw -14733168.108707 + Penalty 3799.290819 = -14729368.817888
  nChanged 4
		SP:Iteration 74Q (35331.230000 sec): 3 clusters
  Score: Raw -14733169.345404 + Penalty 3799.290819 = -14729370.054585
  nChanged 5
		SP:Iteration 75Q (35331.830000 sec): 3 clusters
  Score: Raw -14733170.407911 + Penalty 3799.290819 = -14729371.117092
  nChanged 5
		SP:Iteration 76Q (35332.510000 sec): 3 clusters
  Score: Raw -14733172.052313 + Penalty 3799.290819 = -14729372.761494
  nChanged 7
		SP:Iteration 77Q (35333.290000 sec): 3 clusters
  Score: Raw -14733173.448443 + Penalty 3799.290819 = -14729374.157624
  nChanged 4
		SP:Iteration 78Q (35334.010000 sec): 3 clusters
  Score: Raw -14733173.982548 + Penalty 3799.290819 = -14729374.691729
  nChanged 2
		SP:Iteration 79Q (35334.720000 sec): 3 clusters
  Score: Raw -14733174.362133 + Penalty 3799.290819 = -14729375.071314
  nChanged 1
		SP:Iteration 80F (35335.450000 sec): 3 clusters
  Score: Raw -14733174.450847 + Penalty 3799.290819 = -14729375.160028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35335.630000 sec): 2 clusters
  Score: Raw -394547.739951 + Penalty 1316.817820 = -393230.922131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35335.830000 sec): 3 clusters
  Score: Raw -392958.108276 + Penalty 2633.635640 = -390324.472636
  nChanged 1253
		SP:Iteration 1F (35335.960000 sec): 3 clusters
  Score: Raw -393734.836171 + Penalty 2633.635640 = -391101.200531
  nChanged 242
		SP:Iteration 2F (35336.120000 sec): 3 clusters
  Score: Raw -393898.633309 + Penalty 2633.635640 = -391264.997668
  nChanged 177
		SP:Iteration 3F (35336.290000 sec): 3 clusters
  Score: Raw -394025.333321 + Penalty 2633.635640 = -391391.697680
  nChanged 167
		SP:Iteration 4F (35336.500000 sec): 3 clusters
  Score: Raw -394141.185787 + Penalty 2633.635640 = -391507.550147
  nChanged 147
		SP:Iteration 5Q (35336.660000 sec): 3 clusters
  Score: Raw -394253.932090 + Penalty 2633.635640 = -391620.296449
  nChanged 141
		SP:Iteration 6Q (35336.860000 sec): 3 clusters
  Score: Raw -394346.402825 + Penalty 2633.635640 = -391712.767185
  nChanged 110
		SP:Iteration 7Q (35337.050000 sec): 3 clusters
  Score: Raw -394423.934454 + Penalty 2633.635640 = -391790.298813
  nChanged 104
		SP:Iteration 8Q (35337.240000 sec): 3 clusters
  Score: Raw -394498.354423 + Penalty 2633.635640 = -391864.718782
  nChanged 93
		SP:Iteration 9Q (35337.410000 sec): 3 clusters
  Score: Raw -394578.459767 + Penalty 2633.635640 = -391944.824127
  nChanged 113
		SP:Iteration 10Q (35337.570000 sec): 3 clusters
  Score: Raw -394683.906015 + Penalty 2633.635640 = -392050.270374
  nChanged 115
		SP:Iteration 11Q (35337.770000 sec): 3 clusters
  Score: Raw -394819.556493 + Penalty 2633.635640 = -392185.920853
  nChanged 121
		SP:Iteration 12Q (35337.920000 sec): 3 clusters
  Score: Raw -394957.505435 + Penalty 2633.635640 = -392323.869795
  nChanged 107
		SP:Iteration 13Q (35338.090000 sec): 3 clusters
  Score: Raw -395081.827692 + Penalty 2633.635640 = -392448.192052
  nChanged 91
		SP:Iteration 14Q (35338.320000 sec): 3 clusters
  Score: Raw -395176.901241 + Penalty 2633.635640 = -392543.265600
  nChanged 76
		SP:Iteration 15Q (35338.440000 sec): 3 clusters
  Score: Raw -395235.952533 + Penalty 2633.635640 = -392602.316893
  nChanged 57
		SP:Iteration 16Q (35338.680000 sec): 3 clusters
  Score: Raw -395282.108197 + Penalty 2633.635640 = -392648.472556
  nChanged 43
		SP:Iteration 17Q (35338.840000 sec): 3 clusters
  Score: Raw -395323.558777 + Penalty 2633.635640 = -392689.923137
  nChanged 33
		SP:Iteration 18Q (35338.990000 sec): 3 clusters
  Score: Raw -395353.600769 + Penalty 2633.635640 = -392719.965129
  nChanged 22
		SP:Iteration 19Q (35339.180000 sec): 3 clusters
  Score: Raw -395368.302116 + Penalty 2633.635640 = -392734.666475
  nChanged 12
		SP:Iteration 20F (35339.370000 sec): 3 clusters
  Score: Raw -395374.660008 + Penalty 2633.635640 = -392741.024368
  nChanged 15
		SP:Iteration 21Q (35339.560000 sec): 3 clusters
  Score: Raw -395381.663618 + Penalty 2633.635640 = -392748.027977
  nChanged 10
		SP:Iteration 22Q (35339.720000 sec): 3 clusters
  Score: Raw -395390.771008 + Penalty 2633.635640 = -392757.135368
  nChanged 14
		SP:Iteration 23Q (35339.920000 sec): 3 clusters
  Score: Raw -395398.022867 + Penalty 2633.635640 = -392764.387227
  nChanged 11
		SP:Iteration 24Q (35340.100000 sec): 3 clusters
  Score: Raw -395407.490761 + Penalty 2633.635640 = -392773.855121
  nChanged 8
		SP:Iteration 25Q (35340.280000 sec): 3 clusters
  Score: Raw -395414.456341 + Penalty 2633.635640 = -392780.820701
  nChanged 13
		SP:Iteration 26Q (35340.470000 sec): 3 clusters
  Score: Raw -395424.198087 + Penalty 2633.635640 = -392790.562446
  nChanged 11
		SP:Iteration 27Q (35340.640000 sec): 3 clusters
  Score: Raw -395431.752573 + Penalty 2633.635640 = -392798.116932
  nChanged 13
		SP:Iteration 28Q (35340.830000 sec): 3 clusters
  Score: Raw -395441.921050 + Penalty 2633.635640 = -392808.285410
  nChanged 18
		SP:Iteration 29Q (35341.000000 sec): 3 clusters
  Score: Raw -395451.090398 + Penalty 2633.635640 = -392817.454757
  nChanged 14
		SP:Iteration 30Q (35341.180000 sec): 3 clusters
  Score: Raw -395459.513352 + Penalty 2633.635640 = -392825.877712
  nChanged 9
		SP:Iteration 31Q (35341.390000 sec): 3 clusters
  Score: Raw -395462.803903 + Penalty 2633.635640 = -392829.168263
  nChanged 3
		SP:Iteration 32Q (35341.540000 sec): 3 clusters
  Score: Raw -395463.915129 + Penalty 2633.635640 = -392830.279489
  nChanged 2
		SP:Iteration 33Q (35341.720000 sec): 3 clusters
  Score: Raw -395464.019768 + Penalty 2633.635640 = -392830.384128
  nChanged 0
		SP:Iteration 34F (35341.900000 sec): 3 clusters
  Score: Raw -395464.019768 + Penalty 2633.635640 = -392830.384128
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35342.000000 sec): 2 clusters
  Score: Raw -644771.529555 + Penalty 1395.038424 = -643376.491131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35342.190000 sec): 3 clusters
  Score: Raw -641967.115740 + Penalty 2790.076848 = -639177.038892
  nChanged 2168
		SP:Iteration 1F (35342.410000 sec): 3 clusters
  Score: Raw -643060.823508 + Penalty 2790.076848 = -640270.746660
  nChanged 356
		SP:Iteration 2F (35342.600000 sec): 3 clusters
  Score: Raw -643215.798261 + Penalty 2790.076848 = -640425.721413
  nChanged 253
		SP:Iteration 3Q (35342.750000 sec): 3 clusters
  Score: Raw -643344.090716 + Penalty 2790.076848 = -640554.013868
  nChanged 212
		SP:Iteration 4Q (35342.950000 sec): 3 clusters
  Score: Raw -643448.795211 + Penalty 2790.076848 = -640658.718363
  nChanged 211
		SP:Iteration 5Q (35343.120000 sec): 3 clusters
  Score: Raw -643554.744574 + Penalty 2790.076848 = -640764.667726
  nChanged 183
		SP:Iteration 6Q (35343.320000 sec): 3 clusters
  Score: Raw -643648.539652 + Penalty 2790.076848 = -640858.462804
  nChanged 177
		SP:Iteration 7Q (35343.500000 sec): 3 clusters
  Score: Raw -643718.870680 + Penalty 2790.076848 = -640928.793832
  nChanged 136
		SP:Iteration 8Q (35343.700000 sec): 3 clusters
  Score: Raw -643773.868931 + Penalty 2790.076848 = -640983.792083
  nChanged 127
		SP:Iteration 9Q (35343.880000 sec): 3 clusters
  Score: Raw -643817.226581 + Penalty 2790.076848 = -641027.149733
  nChanged 136
		SP:Iteration 10Q (35344.070000 sec): 3 clusters
  Score: Raw -643869.234594 + Penalty 2790.076848 = -641079.157746
  nChanged 122
		SP:Iteration 11Q (35344.280000 sec): 3 clusters
  Score: Raw -643912.238971 + Penalty 2790.076848 = -641122.162123
  nChanged 108
		SP:Iteration 12Q (35344.480000 sec): 3 clusters
  Score: Raw -643948.618852 + Penalty 2790.076848 = -641158.542004
  nChanged 120
		SP:Iteration 13Q (35344.670000 sec): 3 clusters
  Score: Raw -643988.280516 + Penalty 2790.076848 = -641198.203668
  nChanged 118
		SP:Iteration 14Q (35344.860000 sec): 3 clusters
  Score: Raw -644032.572697 + Penalty 2790.076848 = -641242.495849
  nChanged 138
		SP:Iteration 15Q (35345.040000 sec): 3 clusters
  Score: Raw -644094.922876 + Penalty 2790.076848 = -641304.846028
  nChanged 178
		SP:Iteration 16Q (35345.250000 sec): 3 clusters
  Score: Raw -644193.165870 + Penalty 2790.076848 = -641403.089022
  nChanged 236
		SP:Iteration 17Q (35345.440000 sec): 3 clusters
  Score: Raw -644365.406447 + Penalty 2790.076848 = -641575.329599
  nChanged 269
		SP:Iteration 18F (35345.640000 sec): 3 clusters
  Score: Raw -644571.059411 + Penalty 2790.076848 = -641780.982563
  nChanged 240
		SP:Iteration 19Q (35345.790000 sec): 3 clusters
  Score: Raw -644761.630416 + Penalty 2790.076848 = -641971.553568
  nChanged 214
		SP:Iteration 20F (35345.980000 sec): 3 clusters
  Score: Raw -644914.840093 + Penalty 2790.076848 = -642124.763245
  nChanged 147
		SP:Iteration 21Q (35346.130000 sec): 3 clusters
  Score: Raw -645013.194602 + Penalty 2790.076848 = -642223.117754
  nChanged 119
		SP:Iteration 22Q (35346.310000 sec): 3 clusters
  Score: Raw -645094.933770 + Penalty 2790.076848 = -642304.856922
  nChanged 83
		SP:Iteration 23Q (35346.510000 sec): 3 clusters
  Score: Raw -645147.368271 + Penalty 2790.076848 = -642357.291423
  nChanged 61
		SP:Iteration 24Q (35346.700000 sec): 3 clusters
  Score: Raw -645179.403590 + Penalty 2790.076848 = -642389.326742
  nChanged 41
		SP:Iteration 25Q (35346.910000 sec): 3 clusters
  Score: Raw -645199.724743 + Penalty 2790.076848 = -642409.647895
  nChanged 33
		SP:Iteration 26Q (35347.060000 sec): 3 clusters
  Score: Raw -645221.240971 + Penalty 2790.076848 = -642431.164123
  nChanged 31
		SP:Iteration 27Q (35347.240000 sec): 3 clusters
  Score: Raw -645237.476748 + Penalty 2790.076848 = -642447.399900
  nChanged 29
		SP:Iteration 28Q (35347.430000 sec): 3 clusters
  Score: Raw -645251.524093 + Penalty 2790.076848 = -642461.447245
  nChanged 18
		SP:Iteration 29Q (35347.590000 sec): 3 clusters
  Score: Raw -645263.654077 + Penalty 2790.076848 = -642473.577229
  nChanged 22
		SP:Iteration 30Q (35347.750000 sec): 3 clusters
  Score: Raw -645274.283165 + Penalty 2790.076848 = -642484.206317
  nChanged 22
		SP:Iteration 31Q (35347.940000 sec): 3 clusters
  Score: Raw -645283.348858 + Penalty 2790.076848 = -642493.272010
  nChanged 19
		SP:Iteration 32Q (35348.100000 sec): 3 clusters
  Score: Raw -645290.738541 + Penalty 2790.076848 = -642500.661693
  nChanged 13
		SP:Iteration 33Q (35348.300000 sec): 3 clusters
  Score: Raw -645295.783830 + Penalty 2790.076848 = -642505.706982
  nChanged 13
		SP:Iteration 34Q (35348.500000 sec): 3 clusters
  Score: Raw -645300.920046 + Penalty 2790.076848 = -642510.843198
  nChanged 13
		SP:Iteration 35Q (35348.690000 sec): 3 clusters
  Score: Raw -645305.626415 + Penalty 2790.076848 = -642515.549567
  nChanged 18
		SP:Iteration 36Q (35348.890000 sec): 3 clusters
  Score: Raw -645311.850622 + Penalty 2790.076848 = -642521.773774
  nChanged 9
		SP:Iteration 37Q (35349.090000 sec): 3 clusters
  Score: Raw -645314.300353 + Penalty 2790.076848 = -642524.223505
  nChanged 5
		SP:Iteration 38Q (35349.300000 sec): 3 clusters
  Score: Raw -645315.594042 + Penalty 2790.076848 = -642525.517194
  nChanged 1
		SP:Iteration 39Q (35349.480000 sec): 3 clusters
  Score: Raw -645316.016269 + Penalty 2790.076848 = -642525.939421
  nChanged 0
		SP:Iteration 40F (35349.680000 sec): 3 clusters
  Score: Raw -645316.016269 + Penalty 2790.076848 = -642525.939421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35349.770000 sec): 2 clusters
  Score: Raw -505541.804871 + Penalty 1367.211442 = -504174.593429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35349.970000 sec): 3 clusters
  Score: Raw -503244.233308 + Penalty 2734.422884 = -500509.810423
  nChanged 1760
		SP:Iteration 1F (35350.150000 sec): 3 clusters
  Score: Raw -504313.611743 + Penalty 2734.422884 = -501579.188859
  nChanged 374
		SP:Iteration 2F (35350.320000 sec): 3 clusters
  Score: Raw -504567.220017 + Penalty 2734.422884 = -501832.797133
  nChanged 274
		SP:Iteration 3F (35350.510000 sec): 3 clusters
  Score: Raw -504765.195841 + Penalty 2734.422884 = -502030.772956
  nChanged 239
		SP:Iteration 4F (35350.660000 sec): 3 clusters
  Score: Raw -504971.074702 + Penalty 2734.422884 = -502236.651817
  nChanged 225
		SP:Iteration 5Q (35350.870000 sec): 3 clusters
  Score: Raw -505243.578040 + Penalty 2734.422884 = -502509.155156
  nChanged 270
		SP:Iteration 6F (35351.030000 sec): 3 clusters
  Score: Raw -505571.837984 + Penalty 2734.422884 = -502837.415099
  nChanged 238
		SP:Iteration 7F (35351.250000 sec): 3 clusters
  Score: Raw -505826.664299 + Penalty 2734.422884 = -503092.241415
  nChanged 210
		SP:Iteration 8Q (35351.400000 sec): 3 clusters
  Score: Raw -506012.788039 + Penalty 2734.422884 = -503278.365155
  nChanged 164
		SP:Iteration 9Q (35351.580000 sec): 3 clusters
  Score: Raw -506156.429338 + Penalty 2734.422884 = -503422.006453
  nChanged 144
		SP:Iteration 10Q (35351.780000 sec): 3 clusters
  Score: Raw -506271.832150 + Penalty 2734.422884 = -503537.409266
  nChanged 120
		SP:Iteration 11Q (35351.960000 sec): 3 clusters
  Score: Raw -506353.982171 + Penalty 2734.422884 = -503619.559287
  nChanged 76
		SP:Iteration 12Q (35352.140000 sec): 3 clusters
  Score: Raw -506393.976529 + Penalty 2734.422884 = -503659.553644
  nChanged 43
		SP:Iteration 13Q (35352.300000 sec): 3 clusters
  Score: Raw -506411.235706 + Penalty 2734.422884 = -503676.812821
  nChanged 30
		SP:Iteration 14Q (35352.460000 sec): 3 clusters
  Score: Raw -506425.058212 + Penalty 2734.422884 = -503690.635327
  nChanged 21
		SP:Iteration 15Q (35352.630000 sec): 3 clusters
  Score: Raw -506429.928608 + Penalty 2734.422884 = -503695.505724
  nChanged 12
		SP:Iteration 16Q (35352.810000 sec): 3 clusters
  Score: Raw -506432.322320 + Penalty 2734.422884 = -503697.899436
  nChanged 9
		SP:Iteration 17Q (35352.950000 sec): 3 clusters
  Score: Raw -506435.268703 + Penalty 2734.422884 = -503700.845819
  nChanged 7
		SP:Iteration 18Q (35353.130000 sec): 3 clusters
  Score: Raw -506438.357541 + Penalty 2734.422884 = -503703.934657
  nChanged 7
		SP:Iteration 19Q (35353.280000 sec): 3 clusters
  Score: Raw -506440.709360 + Penalty 2734.422884 = -503706.286475
  nChanged 7
		SP:Iteration 20F (35353.480000 sec): 3 clusters
  Score: Raw -506442.197681 + Penalty 2734.422884 = -503707.774796
  nChanged 4
		SP:Iteration 21Q (35353.660000 sec): 3 clusters
  Score: Raw -506443.837770 + Penalty 2734.422884 = -503709.414886
  nChanged 3
		SP:Iteration 22Q (35353.890000 sec): 3 clusters
  Score: Raw -506444.505041 + Penalty 2734.422884 = -503710.082157
  nChanged 1
		SP:Iteration 23Q (35354.060000 sec): 3 clusters
  Score: Raw -506444.827286 + Penalty 2734.422884 = -503710.404402
  nChanged 1
		SP:Iteration 24Q (35354.270000 sec): 3 clusters
  Score: Raw -506444.954971 + Penalty 2734.422884 = -503710.532087
  nChanged 2
		SP:Iteration 25Q (35354.450000 sec): 3 clusters
  Score: Raw -506445.151714 + Penalty 2734.422884 = -503710.728829
  nChanged 0
		SP:Iteration 26F (35354.680000 sec): 3 clusters
  Score: Raw -506445.151714 + Penalty 2734.422884 = -503710.728829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35354.760000 sec): 2 clusters
  Score: Raw -235254.228788 + Penalty 1243.847024 = -234010.381763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35354.970000 sec): 3 clusters
  Score: Raw -234381.315644 + Penalty 2487.694049 = -231893.621596
  nChanged 743
		SP:Iteration 1F (35355.120000 sec): 3 clusters
  Score: Raw -234988.228816 + Penalty 2487.694049 = -232500.534767
  nChanged 209
		SP:Iteration 2F (35355.280000 sec): 3 clusters
  Score: Raw -235216.847881 + Penalty 2487.694049 = -232729.153833
  nChanged 150
		SP:Iteration 3F (35355.500000 sec): 3 clusters
  Score: Raw -235399.042751 + Penalty 2487.694049 = -232911.348703
  nChanged 120
		SP:Iteration 4F (35355.620000 sec): 3 clusters
  Score: Raw -235544.069208 + Penalty 2487.694049 = -233056.375159
  nChanged 76
		SP:Iteration 5Q (35355.810000 sec): 3 clusters
  Score: Raw -235630.498966 + Penalty 2487.694049 = -233142.804918
  nChanged 64
		SP:Iteration 6Q (35355.960000 sec): 3 clusters
  Score: Raw -235676.091619 + Penalty 2487.694049 = -233188.397570
  nChanged 39
		SP:Iteration 7Q (35356.200000 sec): 3 clusters
  Score: Raw -235705.970246 + Penalty 2487.694049 = -233218.276197
  nChanged 35
		SP:Iteration 8Q (35356.380000 sec): 3 clusters
  Score: Raw -235731.653586 + Penalty 2487.694049 = -233243.959537
  nChanged 22
		SP:Iteration 9Q (35356.540000 sec): 3 clusters
  Score: Raw -235746.018000 + Penalty 2487.694049 = -233258.323952
  nChanged 16
		SP:Iteration 10Q (35356.650000 sec): 3 clusters
  Score: Raw -235755.945640 + Penalty 2487.694049 = -233268.251591
  nChanged 12
		SP:Iteration 11Q (35356.810000 sec): 3 clusters
  Score: Raw -235761.871077 + Penalty 2487.694049 = -233274.177029
  nChanged 9
		SP:Iteration 12Q (35357.000000 sec): 3 clusters
  Score: Raw -235767.488080 + Penalty 2487.694049 = -233279.794031
  nChanged 14
		SP:Iteration 13Q (35357.180000 sec): 3 clusters
  Score: Raw -235775.568538 + Penalty 2487.694049 = -233287.874490
  nChanged 12
		SP:Iteration 14Q (35357.350000 sec): 3 clusters
  Score: Raw -235783.227433 + Penalty 2487.694049 = -233295.533385
  nChanged 14
		SP:Iteration 15Q (35357.550000 sec): 3 clusters
  Score: Raw -235791.738694 + Penalty 2487.694049 = -233304.044646
  nChanged 15
		SP:Iteration 16Q (35357.720000 sec): 3 clusters
  Score: Raw -235798.943838 + Penalty 2487.694049 = -233311.249789
  nChanged 7
		SP:Iteration 17Q (35357.880000 sec): 3 clusters
  Score: Raw -235802.719102 + Penalty 2487.694049 = -233315.025053
  nChanged 7
		SP:Iteration 18Q (35358.080000 sec): 3 clusters
  Score: Raw -235806.418631 + Penalty 2487.694049 = -233318.724583
  nChanged 5
		SP:Iteration 19Q (35358.250000 sec): 3 clusters
  Score: Raw -235809.253383 + Penalty 2487.694049 = -233321.559334
  nChanged 7
		SP:Iteration 20F (35358.420000 sec): 3 clusters
  Score: Raw -235811.707141 + Penalty 2487.694049 = -233324.013092
  nChanged 3
		SP:Iteration 21Q (35358.600000 sec): 3 clusters
  Score: Raw -235812.901054 + Penalty 2487.694049 = -233325.207005
  nChanged 1
		SP:Iteration 22Q (35358.790000 sec): 3 clusters
  Score: Raw -235813.080855 + Penalty 2487.694049 = -233325.386807
  nChanged 0
		SP:Iteration 23F (35358.980000 sec): 3 clusters
  Score: Raw -235813.080855 + Penalty 2487.694049 = -233325.386807
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35359.120000 sec): 2 clusters
  Score: Raw -635311.002389 + Penalty 1398.434922 = -633912.567467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35359.300000 sec): 3 clusters
  Score: Raw -632481.529670 + Penalty 2796.869845 = -629684.659825
  nChanged 2205
		SP:Iteration 1F (35359.480000 sec): 3 clusters
  Score: Raw -633947.442430 + Penalty 2796.869845 = -631150.572585
  nChanged 436
		SP:Iteration 2F (35359.620000 sec): 3 clusters
  Score: Raw -634302.729641 + Penalty 2796.869845 = -631505.859796
  nChanged 383
		SP:Iteration 3F (35359.840000 sec): 3 clusters
  Score: Raw -634613.938301 + Penalty 2796.869845 = -631817.068457
  nChanged 331
		SP:Iteration 4F (35360.020000 sec): 3 clusters
  Score: Raw -634856.531538 + Penalty 2796.869845 = -632059.661693
  nChanged 277
		SP:Iteration 5F (35360.180000 sec): 3 clusters
  Score: Raw -635055.690096 + Penalty 2796.869845 = -632258.820251
  nChanged 231
		SP:Iteration 6Q (35360.400000 sec): 3 clusters
  Score: Raw -635207.597346 + Penalty 2796.869845 = -632410.727501
  nChanged 207
		SP:Iteration 7Q (35360.620000 sec): 3 clusters
  Score: Raw -635326.172559 + Penalty 2796.869845 = -632529.302714
  nChanged 185
		SP:Iteration 8Q (35360.780000 sec): 3 clusters
  Score: Raw -635429.213329 + Penalty 2796.869845 = -632632.343484
  nChanged 133
		SP:Iteration 9Q (35360.960000 sec): 3 clusters
  Score: Raw -635496.749366 + Penalty 2796.869845 = -632699.879522
  nChanged 113
		SP:Iteration 10Q (35361.150000 sec): 3 clusters
  Score: Raw -635551.301656 + Penalty 2796.869845 = -632754.431811
  nChanged 102
		SP:Iteration 11Q (35361.340000 sec): 3 clusters
  Score: Raw -635605.885741 + Penalty 2796.869845 = -632809.015896
  nChanged 92
		SP:Iteration 12Q (35361.550000 sec): 3 clusters
  Score: Raw -635648.077323 + Penalty 2796.869845 = -632851.207479
  nChanged 84
		SP:Iteration 13Q (35361.730000 sec): 3 clusters
  Score: Raw -635684.518208 + Penalty 2796.869845 = -632887.648363
  nChanged 79
		SP:Iteration 14Q (35361.910000 sec): 3 clusters
  Score: Raw -635716.508218 + Penalty 2796.869845 = -632919.638373
  nChanged 75
		SP:Iteration 15Q (35362.110000 sec): 3 clusters
  Score: Raw -635743.883912 + Penalty 2796.869845 = -632947.014068
  nChanged 63
		SP:Iteration 16Q (35362.270000 sec): 3 clusters
  Score: Raw -635767.552875 + Penalty 2796.869845 = -632970.683030
  nChanged 46
		SP:Iteration 17Q (35362.460000 sec): 3 clusters
  Score: Raw -635785.851321 + Penalty 2796.869845 = -632988.981477
  nChanged 50
		SP:Iteration 18Q (35362.650000 sec): 3 clusters
  Score: Raw -635805.069941 + Penalty 2796.869845 = -633008.200096
  nChanged 37
		SP:Iteration 19Q (35362.820000 sec): 3 clusters
  Score: Raw -635817.574164 + Penalty 2796.869845 = -633020.704319
  nChanged 29
		SP:Iteration 20F (35363.030000 sec): 3 clusters
  Score: Raw -635828.983182 + Penalty 2796.869845 = -633032.113337
  nChanged 30
		SP:Iteration 21Q (35363.260000 sec): 3 clusters
  Score: Raw -635839.361805 + Penalty 2796.869845 = -633042.491960
  nChanged 21
		SP:Iteration 22Q (35363.430000 sec): 3 clusters
  Score: Raw -635845.767677 + Penalty 2796.869845 = -633048.897832
  nChanged 29
		SP:Iteration 23Q (35363.640000 sec): 3 clusters
  Score: Raw -635851.656678 + Penalty 2796.869845 = -633054.786833
  nChanged 21
		SP:Iteration 24Q (35363.790000 sec): 3 clusters
  Score: Raw -635856.123135 + Penalty 2796.869845 = -633059.253290
  nChanged 25
		SP:Iteration 25Q (35364.010000 sec): 3 clusters
  Score: Raw -635861.007847 + Penalty 2796.869845 = -633064.138002
  nChanged 25
		SP:Iteration 26Q (35364.170000 sec): 3 clusters
  Score: Raw -635866.487489 + Penalty 2796.869845 = -633069.617645
  nChanged 18
		SP:Iteration 27Q (35364.360000 sec): 3 clusters
  Score: Raw -635870.144827 + Penalty 2796.869845 = -633073.274983
  nChanged 12
		SP:Iteration 28Q (35364.590000 sec): 3 clusters
  Score: Raw -635872.473192 + Penalty 2796.869845 = -633075.603347
  nChanged 12
		SP:Iteration 29Q (35364.760000 sec): 3 clusters
  Score: Raw -635875.148516 + Penalty 2796.869845 = -633078.278671
  nChanged 12
		SP:Iteration 30Q (35364.990000 sec): 3 clusters
  Score: Raw -635878.161280 + Penalty 2796.869845 = -633081.291435
  nChanged 10
		SP:Iteration 31Q (35365.170000 sec): 3 clusters
  Score: Raw -635880.569612 + Penalty 2796.869845 = -633083.699767
  nChanged 10
		SP:Iteration 32Q (35365.370000 sec): 3 clusters
  Score: Raw -635882.567240 + Penalty 2796.869845 = -633085.697395
  nChanged 6
		SP:Iteration 33Q (35365.580000 sec): 3 clusters
  Score: Raw -635883.944577 + Penalty 2796.869845 = -633087.074732
  nChanged 5
		SP:Iteration 34Q (35365.790000 sec): 3 clusters
  Score: Raw -635885.131346 + Penalty 2796.869845 = -633088.261501
  nChanged 2
		SP:Iteration 35Q (35365.950000 sec): 3 clusters
  Score: Raw -635885.360852 + Penalty 2796.869845 = -633088.491008
  nChanged 3
		SP:Iteration 36Q (35366.130000 sec): 3 clusters
  Score: Raw -635885.721656 + Penalty 2796.869845 = -633088.851811
  nChanged 3
		SP:Iteration 37Q (35366.330000 sec): 3 clusters
  Score: Raw -635886.590072 + Penalty 2796.869845 = -633089.720227
  nChanged 3
		SP:Iteration 38Q (35366.520000 sec): 3 clusters
  Score: Raw -635886.919069 + Penalty 2796.869845 = -633090.049225
  nChanged 4
		SP:Iteration 39Q (35366.730000 sec): 3 clusters
  Score: Raw -635887.529199 + Penalty 2796.869845 = -633090.659355
  nChanged 4
		SP:Iteration 40F (35366.930000 sec): 3 clusters
  Score: Raw -635888.295113 + Penalty 2796.869845 = -633091.425269
  nChanged 4
		SP:Iteration 41Q (35367.100000 sec): 3 clusters
  Score: Raw -635889.517571 + Penalty 2796.869845 = -633092.647726
  nChanged 8
		SP:Iteration 42Q (35367.300000 sec): 3 clusters
  Score: Raw -635891.574650 + Penalty 2796.869845 = -633094.704805
  nChanged 5
		SP:Iteration 43Q (35367.490000 sec): 3 clusters
  Score: Raw -635892.639684 + Penalty 2796.869845 = -633095.769839
  nChanged 4
		SP:Iteration 44Q (35367.670000 sec): 3 clusters
  Score: Raw -635893.195842 + Penalty 2796.869845 = -633096.325997
  nChanged 3
		SP:Iteration 45Q (35367.850000 sec): 3 clusters
  Score: Raw -635893.623634 + Penalty 2796.869845 = -633096.753789
  nChanged 5
		SP:Iteration 46Q (35368.030000 sec): 3 clusters
  Score: Raw -635894.397264 + Penalty 2796.869845 = -633097.527420
  nChanged 8
		SP:Iteration 47Q (35368.250000 sec): 3 clusters
  Score: Raw -635896.088144 + Penalty 2796.869845 = -633099.218300
  nChanged 15
		SP:Iteration 48Q (35368.410000 sec): 3 clusters
  Score: Raw -635900.752468 + Penalty 2796.869845 = -633103.882623
  nChanged 19
		SP:Iteration 49Q (35368.610000 sec): 3 clusters
  Score: Raw -635905.749124 + Penalty 2796.869845 = -633108.879279
  nChanged 17
		SP:Iteration 50Q (35368.770000 sec): 3 clusters
  Score: Raw -635908.387540 + Penalty 2796.869845 = -633111.517696
  nChanged 14
		SP:Iteration 51Q (35368.980000 sec): 3 clusters
  Score: Raw -635910.821070 + Penalty 2796.869845 = -633113.951226
  nChanged 13
		SP:Iteration 52Q (35369.160000 sec): 3 clusters
  Score: Raw -635913.511974 + Penalty 2796.869845 = -633116.642129
  nChanged 13
		SP:Iteration 53Q (35369.360000 sec): 3 clusters
  Score: Raw -635915.523607 + Penalty 2796.869845 = -633118.653762
  nChanged 7
		SP:Iteration 54Q (35369.560000 sec): 3 clusters
  Score: Raw -635917.118250 + Penalty 2796.869845 = -633120.248406
  nChanged 7
		SP:Iteration 55Q (35369.780000 sec): 3 clusters
  Score: Raw -635919.299881 + Penalty 2796.869845 = -633122.430036
  nChanged 9
		SP:Iteration 56Q (35369.940000 sec): 3 clusters
  Score: Raw -635921.564707 + Penalty 2796.869845 = -633124.694862
  nChanged 13
		SP:Iteration 57Q (35370.110000 sec): 3 clusters
  Score: Raw -635924.583610 + Penalty 2796.869845 = -633127.713765
  nChanged 17
		SP:Iteration 58Q (35370.300000 sec): 3 clusters
  Score: Raw -635929.127934 + Penalty 2796.869845 = -633132.258090
  nChanged 17
		SP:Iteration 59Q (35370.500000 sec): 3 clusters
  Score: Raw -635932.310296 + Penalty 2796.869845 = -633135.440451
  nChanged 8
		SP:Iteration 60F (35370.700000 sec): 3 clusters
  Score: Raw -635933.593177 + Penalty 2796.869845 = -633136.723332
  nChanged 7
		SP:Iteration 61Q (35370.880000 sec): 3 clusters
  Score: Raw -635934.726794 + Penalty 2796.869845 = -633137.856949
  nChanged 6
		SP:Iteration 62Q (35371.060000 sec): 3 clusters
  Score: Raw -635936.266016 + Penalty 2796.869845 = -633139.396171
  nChanged 9
		SP:Iteration 63Q (35371.270000 sec): 3 clusters
  Score: Raw -635938.888045 + Penalty 2796.869845 = -633142.018200
  nChanged 11
		SP:Iteration 64Q (35371.450000 sec): 3 clusters
  Score: Raw -635940.540704 + Penalty 2796.869845 = -633143.670860
  nChanged 10
		SP:Iteration 65Q (35371.660000 sec): 3 clusters
  Score: Raw -635942.249616 + Penalty 2796.869845 = -633145.379771
  nChanged 8
		SP:Iteration 66Q (35371.870000 sec): 3 clusters
  Score: Raw -635943.815957 + Penalty 2796.869845 = -633146.946112
  nChanged 5
		SP:Iteration 67Q (35372.020000 sec): 3 clusters
  Score: Raw -635944.626168 + Penalty 2796.869845 = -633147.756323
  nChanged 3
		SP:Iteration 68Q (35372.250000 sec): 3 clusters
  Score: Raw -635945.073924 + Penalty 2796.869845 = -633148.204079
  nChanged 2
		SP:Iteration 69Q (35372.450000 sec): 3 clusters
  Score: Raw -635945.377520 + Penalty 2796.869845 = -633148.507676
  nChanged 1
		SP:Iteration 70Q (35372.610000 sec): 3 clusters
  Score: Raw -635945.535011 + Penalty 2796.869845 = -633148.665167
  nChanged 1
		SP:Iteration 71Q (35372.810000 sec): 3 clusters
  Score: Raw -635945.743966 + Penalty 2796.869845 = -633148.874121
  nChanged 0
		SP:Iteration 72F (35373.010000 sec): 3 clusters
  Score: Raw -635945.743966 + Penalty 2796.869845 = -633148.874121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35373.100000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35373.320000 sec): 3 clusters
  Score: Raw -189806.372735 + Penalty 2405.796744 = -187400.575991
  nChanged 532
		SP:Iteration 1F (35373.460000 sec): 3 clusters
  Score: Raw -190206.170928 + Penalty 2405.796744 = -187800.374184
  nChanged 120
		SP:Iteration 2F (35373.660000 sec): 3 clusters
  Score: Raw -190340.389277 + Penalty 2405.796744 = -187934.592533
  nChanged 82
		SP:Iteration 3Q (35373.800000 sec): 3 clusters
  Score: Raw -190423.244936 + Penalty 2405.796744 = -188017.448192
  nChanged 71
		SP:Iteration 4Q (35373.970000 sec): 3 clusters
  Score: Raw -190485.295938 + Penalty 2405.796744 = -188079.499194
  nChanged 49
		SP:Iteration 5Q (35374.160000 sec): 3 clusters
  Score: Raw -190532.652996 + Penalty 2405.796744 = -188126.856252
  nChanged 40
		SP:Iteration 6Q (35374.340000 sec): 3 clusters
  Score: Raw -190563.008084 + Penalty 2405.796744 = -188157.211340
  nChanged 27
		SP:Iteration 7Q (35374.490000 sec): 3 clusters
  Score: Raw -190583.621506 + Penalty 2405.796744 = -188177.824761
  nChanged 25
		SP:Iteration 8Q (35374.670000 sec): 3 clusters
  Score: Raw -190598.462740 + Penalty 2405.796744 = -188192.665996
  nChanged 13
		SP:Iteration 9Q (35374.860000 sec): 3 clusters
  Score: Raw -190608.022908 + Penalty 2405.796744 = -188202.226164
  nChanged 10
		SP:Iteration 10Q (35375.050000 sec): 3 clusters
  Score: Raw -190613.911536 + Penalty 2405.796744 = -188208.114792
  nChanged 8
		SP:Iteration 11Q (35375.230000 sec): 3 clusters
  Score: Raw -190620.887994 + Penalty 2405.796744 = -188215.091250
  nChanged 6
		SP:Iteration 12Q (35375.420000 sec): 3 clusters
  Score: Raw -190624.258809 + Penalty 2405.796744 = -188218.462065
  nChanged 4
		SP:Iteration 13Q (35375.600000 sec): 3 clusters
  Score: Raw -190626.234033 + Penalty 2405.796744 = -188220.437289
  nChanged 5
		SP:Iteration 14Q (35375.790000 sec): 3 clusters
  Score: Raw -190629.630758 + Penalty 2405.796744 = -188223.834013
  nChanged 6
		SP:Iteration 15Q (35375.980000 sec): 3 clusters
  Score: Raw -190633.175982 + Penalty 2405.796744 = -188227.379237
  nChanged 7
		SP:Iteration 16Q (35376.160000 sec): 3 clusters
  Score: Raw -190637.024983 + Penalty 2405.796744 = -188231.228239
  nChanged 7
		SP:Iteration 17Q (35376.330000 sec): 3 clusters
  Score: Raw -190641.430115 + Penalty 2405.796744 = -188235.633370
  nChanged 14
		SP:Iteration 18Q (35376.500000 sec): 3 clusters
  Score: Raw -190648.687396 + Penalty 2405.796744 = -188242.890652
  nChanged 9
		SP:Iteration 19Q (35376.700000 sec): 3 clusters
  Score: Raw -190651.997732 + Penalty 2405.796744 = -188246.200988
  nChanged 4
		SP:Iteration 20F (35376.900000 sec): 3 clusters
  Score: Raw -190653.704481 + Penalty 2405.796744 = -188247.907737
  nChanged 5
		SP:Iteration 21Q (35377.060000 sec): 3 clusters
  Score: Raw -190655.461066 + Penalty 2405.796744 = -188249.664322
  nChanged 1
		SP:Iteration 22Q (35377.240000 sec): 3 clusters
  Score: Raw -190655.594796 + Penalty 2405.796744 = -188249.798051
  nChanged 0
		SP:Iteration 23F (35377.440000 sec): 3 clusters
  Score: Raw -190655.594796 + Penalty 2405.796744 = -188249.798051
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35377.500000 sec): 2 clusters
  Score: Raw -90958.021957 + Penalty 1094.949780 = -89863.072176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35377.720000 sec): 3 clusters
  Score: Raw -90773.680066 + Penalty 2189.899561 = -88583.780505
  nChanged 229
		SP:Iteration 1F (35377.880000 sec): 3 clusters
  Score: Raw -91062.073021 + Penalty 2189.899561 = -88872.173461
  nChanged 80
		SP:Iteration 2F (35378.060000 sec): 3 clusters
  Score: Raw -91199.747502 + Penalty 2189.899561 = -89009.847942
  nChanged 37
		SP:Iteration 3Q (35378.210000 sec): 3 clusters
  Score: Raw -91259.326292 + Penalty 2189.899561 = -89069.426732
  nChanged 29
		SP:Iteration 4Q (35378.390000 sec): 3 clusters
  Score: Raw -91307.191302 + Penalty 2189.899561 = -89117.291741
  nChanged 30
		SP:Iteration 5Q (35378.610000 sec): 3 clusters
  Score: Raw -91394.884812 + Penalty 2189.899561 = -89204.985251
  nChanged 31
		SP:Iteration 6Q (35378.760000 sec): 3 clusters
  Score: Raw -91459.588212 + Penalty 2189.899561 = -89269.688651
  nChanged 23
		SP:Iteration 7Q (35378.920000 sec): 3 clusters
  Score: Raw -91489.645151 + Penalty 2189.899561 = -89299.745590
  nChanged 11
		SP:Iteration 8Q (35379.100000 sec): 3 clusters
  Score: Raw -91506.375348 + Penalty 2189.899561 = -89316.475787
  nChanged 4
		SP:Iteration 9Q (35379.320000 sec): 3 clusters
  Score: Raw -91510.992832 + Penalty 2189.899561 = -89321.093271
  nChanged 1
		SP:Iteration 10Q (35379.470000 sec): 3 clusters
  Score: Raw -91512.775160 + Penalty 2189.899561 = -89322.875599
  nChanged 0
		SP:Iteration 11F (35379.670000 sec): 3 clusters
  Score: Raw -91512.775160 + Penalty 2189.899561 = -89322.875599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35379.800000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35379.950000 sec): 3 clusters
  Score: Raw -62288.305413 + Penalty 2034.363976 = -60253.941437
  nChanged 121
		SP:Iteration 1F (35380.120000 sec): 3 clusters
  Score: Raw -62433.327528 + Penalty 2034.363976 = -60398.963552
  nChanged 33
		SP:Iteration 2F (35380.280000 sec): 3 clusters
  Score: Raw -62493.129020 + Penalty 2034.363976 = -60458.765044
  nChanged 20
		SP:Iteration 3Q (35380.460000 sec): 3 clusters
  Score: Raw -62531.480270 + Penalty 2034.363976 = -60497.116294
  nChanged 16
		SP:Iteration 4Q (35380.620000 sec): 3 clusters
  Score: Raw -62561.807142 + Penalty 2034.363976 = -60527.443166
  nChanged 11
		SP:Iteration 5Q (35380.770000 sec): 3 clusters
  Score: Raw -62582.286525 + Penalty 2034.363976 = -60547.922549
  nChanged 9
		SP:Iteration 6Q (35380.920000 sec): 3 clusters
  Score: Raw -62599.168302 + Penalty 2034.363976 = -60564.804326
  nChanged 7
		SP:Iteration 7Q (35381.080000 sec): 3 clusters
  Score: Raw -62606.538003 + Penalty 2034.363976 = -60572.174027
  nChanged 2
		SP:Iteration 8Q (35381.230000 sec): 3 clusters
  Score: Raw -62609.058606 + Penalty 2034.363976 = -60574.694630
  nChanged 2
		SP:Iteration 9Q (35381.390000 sec): 3 clusters
  Score: Raw -62613.941865 + Penalty 2034.363976 = -60579.577889
  nChanged 2
		SP:Iteration 10Q (35381.550000 sec): 3 clusters
  Score: Raw -62616.894586 + Penalty 2034.363976 = -60582.530610
  nChanged 2
		SP:Iteration 11Q (35381.720000 sec): 3 clusters
  Score: Raw -62618.903960 + Penalty 2034.363976 = -60584.539984
  nChanged 0
		SP:Iteration 12F (35381.890000 sec): 3 clusters
  Score: Raw -62618.903960 + Penalty 2034.363976 = -60584.539984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35382.450000 sec): 2 clusters
  Score: Raw -12544786.260835 + Penalty 1875.076821 = -12542911.184014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35383.030000 sec): 3 clusters
  Score: Raw -12477963.532677 + Penalty 3750.153642 = -12474213.379035
  nChanged 48826
		SP:Iteration 1F (35383.600000 sec): 3 clusters
  Score: Raw -12506219.328557 + Penalty 3750.153642 = -12502469.174914
  nChanged 3049
		SP:Iteration 2Q (35384.250000 sec): 3 clusters
  Score: Raw -12506860.937134 + Penalty 3750.153642 = -12503110.783492
  nChanged 3305
		SP:Iteration 3Q (35384.890000 sec): 3 clusters
  Score: Raw -12507674.094877 + Penalty 3750.153642 = -12503923.941234
  nChanged 3737
		SP:Iteration 4Q (35385.510000 sec): 3 clusters
  Score: Raw -12508841.778863 + Penalty 3750.153642 = -12505091.625221
  nChanged 4646
		SP:Iteration 5Q (35386.130000 sec): 3 clusters
  Score: Raw -12510730.678126 + Penalty 3750.153642 = -12506980.524484
  nChanged 5855
		SP:Iteration 6F (35386.710000 sec): 3 clusters
  Score: Raw -12513811.820366 + Penalty 3750.153642 = -12510061.666723
  nChanged 7203
		SP:Iteration 7F (35387.280000 sec): 3 clusters
  Score: Raw -12518514.799414 + Penalty 3750.153642 = -12514764.645772
  nChanged 7889
		SP:Iteration 8F (35387.860000 sec): 3 clusters
  Score: Raw -12524591.101119 + Penalty 3750.153642 = -12520840.947477
  nChanged 7755
		SP:Iteration 9F (35388.450000 sec): 3 clusters
  Score: Raw -12531221.389191 + Penalty 3750.153642 = -12527471.235549
  nChanged 6483
		SP:Iteration 10F (35389.020000 sec): 3 clusters
  Score: Raw -12537078.261530 + Penalty 3750.153642 = -12533328.107887
  nChanged 4438
		SP:Iteration 11Q (35389.640000 sec): 3 clusters
  Score: Raw -12541151.449362 + Penalty 3750.153642 = -12537401.295719
  nChanged 2505
		SP:Iteration 12Q (35390.230000 sec): 3 clusters
  Score: Raw -12543425.613093 + Penalty 3750.153642 = -12539675.459451
  nChanged 1105
		SP:Iteration 13Q (35390.820000 sec): 3 clusters
  Score: Raw -12544388.227819 + Penalty 3750.153642 = -12540638.074177
  nChanged 380
		SP:Iteration 14Q (35391.480000 sec): 3 clusters
  Score: Raw -12544720.598022 + Penalty 3750.153642 = -12540970.444379
  nChanged 153
		SP:Iteration 15Q (35392.110000 sec): 3 clusters
  Score: Raw -12544876.734990 + Penalty 3750.153642 = -12541126.581348
  nChanged 80
		SP:Iteration 16Q (35392.720000 sec): 3 clusters
  Score: Raw -12544959.270852 + Penalty 3750.153642 = -12541209.117209
  nChanged 42
		SP:Iteration 17Q (35393.290000 sec): 3 clusters
  Score: Raw -12545008.965083 + Penalty 3750.153642 = -12541258.811441
  nChanged 15
		SP:Iteration 18Q (35393.800000 sec): 3 clusters
  Score: Raw -12545026.294022 + Penalty 3750.153642 = -12541276.140380
  nChanged 11
		SP:Iteration 19Q (35394.370000 sec): 3 clusters
  Score: Raw -12545038.180625 + Penalty 3750.153642 = -12541288.026983
  nChanged 11
		SP:Iteration 20F (35394.950000 sec): 3 clusters
  Score: Raw -12545048.264185 + Penalty 3750.153642 = -12541298.110543
  nChanged 10
		SP:Iteration 21Q (35395.470000 sec): 3 clusters
  Score: Raw -12545055.745104 + Penalty 3750.153642 = -12541305.591462
  nChanged 6
		SP:Iteration 22Q (35396.020000 sec): 3 clusters
  Score: Raw -12545060.942679 + Penalty 3750.153642 = -12541310.789037
  nChanged 3
		SP:Iteration 23Q (35396.540000 sec): 3 clusters
  Score: Raw -12545064.183615 + Penalty 3750.153642 = -12541314.029972
  nChanged 6
		SP:Iteration 24Q (35397.070000 sec): 3 clusters
  Score: Raw -12545069.671189 + Penalty 3750.153642 = -12541319.517547
  nChanged 6
		SP:Iteration 25Q (35397.620000 sec): 3 clusters
  Score: Raw -12545073.986745 + Penalty 3750.153642 = -12541323.833102
  nChanged 4
		SP:Iteration 26Q (35398.170000 sec): 3 clusters
  Score: Raw -12545076.362783 + Penalty 3750.153642 = -12541326.209140
  nChanged 1
		SP:Iteration 27Q (35398.700000 sec): 3 clusters
  Score: Raw -12545078.724154 + Penalty 3750.153642 = -12541328.570511
  nChanged 2
		SP:Iteration 28Q (35399.240000 sec): 3 clusters
  Score: Raw -12545079.867612 + Penalty 3750.153642 = -12541329.713970
  nChanged 0
		SP:Iteration 29F (35399.810000 sec): 3 clusters
  Score: Raw -12545079.867612 + Penalty 3750.153642 = -12541329.713970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (13195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35399.970000 sec): 2 clusters
  Score: Raw -1599399.405618 + Penalty 1541.733903 = -1597857.671715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35400.210000 sec): 3 clusters
  Score: Raw -1591797.322704 + Penalty 3083.467806 = -1588713.854898
  nChanged 5770
		SP:Iteration 1F (35400.410000 sec): 3 clusters
  Score: Raw -1595182.512163 + Penalty 3083.467806 = -1592099.044357
  nChanged 920
		SP:Iteration 2F (35400.620000 sec): 3 clusters
  Score: Raw -1595825.123164 + Penalty 3083.467806 = -1592741.655358
  nChanged 1025
		SP:Iteration 3F (35400.880000 sec): 3 clusters
  Score: Raw -1596702.294906 + Penalty 3083.467806 = -1593618.827100
  nChanged 1069
		SP:Iteration 4F (35401.080000 sec): 3 clusters
  Score: Raw -1597756.268183 + Penalty 3083.467806 = -1594672.800377
  nChanged 1043
		SP:Iteration 5F (35401.290000 sec): 3 clusters
  Score: Raw -1598896.727863 + Penalty 3083.467806 = -1595813.260057
  nChanged 867
		SP:Iteration 6F (35401.530000 sec): 3 clusters
  Score: Raw -1599779.805920 + Penalty 3083.467806 = -1596696.338114
  nChanged 603
		SP:Iteration 7Q (35401.750000 sec): 3 clusters
  Score: Raw -1600207.158689 + Penalty 3083.467806 = -1597123.690883
  nChanged 318
		SP:Iteration 8Q (35401.980000 sec): 3 clusters
  Score: Raw -1600337.976932 + Penalty 3083.467806 = -1597254.509126
  nChanged 172
		SP:Iteration 9Q (35402.210000 sec): 3 clusters
  Score: Raw -1600382.986868 + Penalty 3083.467806 = -1597299.519062
  nChanged 91
		SP:Iteration 10Q (35402.450000 sec): 3 clusters
  Score: Raw -1600405.030080 + Penalty 3083.467806 = -1597321.562274
  nChanged 67
		SP:Iteration 11Q (35402.650000 sec): 3 clusters
  Score: Raw -1600416.215945 + Penalty 3083.467806 = -1597332.748139
  nChanged 53
		SP:Iteration 12Q (35402.870000 sec): 3 clusters
  Score: Raw -1600423.607286 + Penalty 3083.467806 = -1597340.139480
  nChanged 32
		SP:Iteration 13Q (35403.100000 sec): 3 clusters
  Score: Raw -1600428.470151 + Penalty 3083.467806 = -1597345.002345
  nChanged 24
		SP:Iteration 14Q (35403.320000 sec): 3 clusters
  Score: Raw -1600431.528613 + Penalty 3083.467806 = -1597348.060807
  nChanged 20
		SP:Iteration 15Q (35403.540000 sec): 3 clusters
  Score: Raw -1600433.407572 + Penalty 3083.467806 = -1597349.939766
  nChanged 13
		SP:Iteration 16Q (35403.780000 sec): 3 clusters
  Score: Raw -1600434.453681 + Penalty 3083.467806 = -1597350.985875
  nChanged 7
		SP:Iteration 17Q (35404.000000 sec): 3 clusters
  Score: Raw -1600435.204389 + Penalty 3083.467806 = -1597351.736583
  nChanged 12
		SP:Iteration 18Q (35404.230000 sec): 3 clusters
  Score: Raw -1600436.279337 + Penalty 3083.467806 = -1597352.811532
  nChanged 12
		SP:Iteration 19Q (35404.460000 sec): 3 clusters
  Score: Raw -1600438.205471 + Penalty 3083.467806 = -1597354.737666
  nChanged 15
		SP:Iteration 20F (35404.730000 sec): 3 clusters
  Score: Raw -1600440.228635 + Penalty 3083.467806 = -1597356.760829
  nChanged 15
		SP:Iteration 21Q (35404.960000 sec): 3 clusters
  Score: Raw -1600441.543423 + Penalty 3083.467806 = -1597358.075617
  nChanged 12
		SP:Iteration 22Q (35405.160000 sec): 3 clusters
  Score: Raw -1600442.740807 + Penalty 3083.467806 = -1597359.273001
  nChanged 4
		SP:Iteration 23Q (35405.370000 sec): 3 clusters
  Score: Raw -1600443.079591 + Penalty 3083.467806 = -1597359.611785
  nChanged 5
		SP:Iteration 24Q (35405.630000 sec): 3 clusters
  Score: Raw -1600443.484553 + Penalty 3083.467806 = -1597360.016748
  nChanged 5
		SP:Iteration 25Q (35405.830000 sec): 3 clusters
  Score: Raw -1600443.921632 + Penalty 3083.467806 = -1597360.453827
  nChanged 6
		SP:Iteration 26Q (35406.070000 sec): 3 clusters
  Score: Raw -1600444.443764 + Penalty 3083.467806 = -1597360.975958
  nChanged 3
		SP:Iteration 27Q (35406.280000 sec): 3 clusters
  Score: Raw -1600444.722474 + Penalty 3083.467806 = -1597361.254668
  nChanged 3
		SP:Iteration 28Q (35406.530000 sec): 3 clusters
  Score: Raw -1600444.925166 + Penalty 3083.467806 = -1597361.457361
  nChanged 4
		SP:Iteration 29Q (35406.730000 sec): 3 clusters
  Score: Raw -1600445.180813 + Penalty 3083.467806 = -1597361.713007
  nChanged 6
		SP:Iteration 30Q (35406.900000 sec): 3 clusters
  Score: Raw -1600446.016306 + Penalty 3083.467806 = -1597362.548500
  nChanged 2
		SP:Iteration 31Q (35407.110000 sec): 3 clusters
  Score: Raw -1600446.163496 + Penalty 3083.467806 = -1597362.695690
  nChanged 2
		SP:Iteration 32Q (35407.350000 sec): 3 clusters
  Score: Raw -1600446.322291 + Penalty 3083.467806 = -1597362.854485
  nChanged 1
		SP:Iteration 33Q (35407.570000 sec): 3 clusters
  Score: Raw -1600446.363599 + Penalty 3083.467806 = -1597362.895793
  nChanged 1
		SP:Iteration 34Q (35407.770000 sec): 3 clusters
  Score: Raw -1600446.418459 + Penalty 3083.467806 = -1597362.950654
  nChanged 0
		SP:Iteration 35F (35408.030000 sec): 3 clusters
  Score: Raw -1600446.418459 + Penalty 3083.467806 = -1597362.950654
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35408.090000 sec): 2 clusters
  Score: Raw -141499.706482 + Penalty 1153.082648 = -140346.623834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35408.270000 sec): 3 clusters
  Score: Raw -141036.493040 + Penalty 2306.165297 = -138730.327743
  nChanged 380
		SP:Iteration 1F (35408.480000 sec): 3 clusters
  Score: Raw -141316.346161 + Penalty 2306.165297 = -139010.180864
  nChanged 97
		SP:Iteration 2F (35408.660000 sec): 3 clusters
  Score: Raw -141405.087283 + Penalty 2306.165297 = -139098.921986
  nChanged 50
		SP:Iteration 3Q (35408.810000 sec): 3 clusters
  Score: Raw -141456.981791 + Penalty 2306.165297 = -139150.816494
  nChanged 39
		SP:Iteration 4Q (35408.980000 sec): 3 clusters
  Score: Raw -141486.975934 + Penalty 2306.165297 = -139180.810637
  nChanged 18
		SP:Iteration 5Q (35409.150000 sec): 3 clusters
  Score: Raw -141500.534268 + Penalty 2306.165297 = -139194.368971
  nChanged 8
		SP:Iteration 6Q (35409.330000 sec): 3 clusters
  Score: Raw -141505.335895 + Penalty 2306.165297 = -139199.170598
  nChanged 12
		SP:Iteration 7Q (35409.470000 sec): 3 clusters
  Score: Raw -141513.239055 + Penalty 2306.165297 = -139207.073758
  nChanged 10
		SP:Iteration 8Q (35409.650000 sec): 3 clusters
  Score: Raw -141517.928852 + Penalty 2306.165297 = -139211.763555
  nChanged 5
		SP:Iteration 9Q (35409.850000 sec): 3 clusters
  Score: Raw -141522.935945 + Penalty 2306.165297 = -139216.770648
  nChanged 9
		SP:Iteration 10Q (35410.040000 sec): 3 clusters
  Score: Raw -141532.226239 + Penalty 2306.165297 = -139226.060942
  nChanged 11
		SP:Iteration 11Q (35410.170000 sec): 3 clusters
  Score: Raw -141538.711495 + Penalty 2306.165297 = -139232.546199
  nChanged 6
		SP:Iteration 12Q (35410.370000 sec): 3 clusters
  Score: Raw -141542.137197 + Penalty 2306.165297 = -139235.971900
  nChanged 4
		SP:Iteration 13Q (35410.560000 sec): 3 clusters
  Score: Raw -141544.692888 + Penalty 2306.165297 = -139238.527591
  nChanged 3
		SP:Iteration 14Q (35410.730000 sec): 3 clusters
  Score: Raw -141546.122069 + Penalty 2306.165297 = -139239.956772
  nChanged 0
		SP:Iteration 15F (35410.910000 sec): 3 clusters
  Score: Raw -141546.122069 + Penalty 2306.165297 = -139239.956772
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35411.010000 sec): 2 clusters
  Score: Raw -537871.548691 + Penalty 1377.342597 = -536494.206094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35411.170000 sec): 3 clusters
  Score: Raw -535391.375441 + Penalty 2754.685194 = -532636.690247
  nChanged 1928
		SP:Iteration 1F (35411.360000 sec): 3 clusters
  Score: Raw -536553.507669 + Penalty 2754.685194 = -533798.822475
  nChanged 448
		SP:Iteration 2F (35411.570000 sec): 3 clusters
  Score: Raw -536906.782619 + Penalty 2754.685194 = -534152.097425
  nChanged 346
		SP:Iteration 3F (35411.750000 sec): 3 clusters
  Score: Raw -537182.893719 + Penalty 2754.685194 = -534428.208525
  nChanged 299
		SP:Iteration 4F (35411.910000 sec): 3 clusters
  Score: Raw -537434.389200 + Penalty 2754.685194 = -534679.704006
  nChanged 256
		SP:Iteration 5F (35412.120000 sec): 3 clusters
  Score: Raw -537629.180773 + Penalty 2754.685194 = -534874.495578
  nChanged 196
		SP:Iteration 6Q (35412.270000 sec): 3 clusters
  Score: Raw -537759.817226 + Penalty 2754.685194 = -535005.132032
  nChanged 154
		SP:Iteration 7Q (35412.460000 sec): 3 clusters
  Score: Raw -537844.689145 + Penalty 2754.685194 = -535090.003951
  nChanged 135
		SP:Iteration 8Q (35412.630000 sec): 3 clusters
  Score: Raw -537916.387976 + Penalty 2754.685194 = -535161.702782
  nChanged 108
		SP:Iteration 9Q (35412.810000 sec): 3 clusters
  Score: Raw -537974.346627 + Penalty 2754.685194 = -535219.661433
  nChanged 77
		SP:Iteration 10Q (35413.020000 sec): 3 clusters
  Score: Raw -538002.203197 + Penalty 2754.685194 = -535247.518003
  nChanged 57
		SP:Iteration 11Q (35413.210000 sec): 3 clusters
  Score: Raw -538022.393886 + Penalty 2754.685194 = -535267.708692
  nChanged 51
		SP:Iteration 12Q (35413.390000 sec): 3 clusters
  Score: Raw -538040.536827 + Penalty 2754.685194 = -535285.851633
  nChanged 43
		SP:Iteration 13Q (35413.580000 sec): 3 clusters
  Score: Raw -538055.787153 + Penalty 2754.685194 = -535301.101958
  nChanged 37
		SP:Iteration 14Q (35413.810000 sec): 3 clusters
  Score: Raw -538067.387102 + Penalty 2754.685194 = -535312.701907
  nChanged 32
		SP:Iteration 15Q (35413.980000 sec): 3 clusters
  Score: Raw -538078.112232 + Penalty 2754.685194 = -535323.427038
  nChanged 31
		SP:Iteration 16Q (35414.150000 sec): 3 clusters
  Score: Raw -538089.099841 + Penalty 2754.685194 = -535334.414647
  nChanged 26
		SP:Iteration 17Q (35414.370000 sec): 3 clusters
  Score: Raw -538096.377514 + Penalty 2754.685194 = -535341.692320
  nChanged 26
		SP:Iteration 18Q (35414.530000 sec): 3 clusters
  Score: Raw -538104.361208 + Penalty 2754.685194 = -535349.676014
  nChanged 30
		SP:Iteration 19Q (35414.750000 sec): 3 clusters
  Score: Raw -538114.387091 + Penalty 2754.685194 = -535359.701897
  nChanged 20
		SP:Iteration 20F (35414.920000 sec): 3 clusters
  Score: Raw -538118.987034 + Penalty 2754.685194 = -535364.301840
  nChanged 8
		SP:Iteration 21Q (35415.110000 sec): 3 clusters
  Score: Raw -538121.055126 + Penalty 2754.685194 = -535366.369932
  nChanged 5
		SP:Iteration 22Q (35415.350000 sec): 3 clusters
  Score: Raw -538122.472115 + Penalty 2754.685194 = -535367.786921
  nChanged 4
		SP:Iteration 23Q (35415.550000 sec): 3 clusters
  Score: Raw -538123.558916 + Penalty 2754.685194 = -535368.873722
  nChanged 4
		SP:Iteration 24Q (35415.720000 sec): 3 clusters
  Score: Raw -538124.850623 + Penalty 2754.685194 = -535370.165429
  nChanged 7
		SP:Iteration 25Q (35415.920000 sec): 3 clusters
  Score: Raw -538127.630189 + Penalty 2754.685194 = -535372.944995
  nChanged 11
		SP:Iteration 26Q (35416.120000 sec): 3 clusters
  Score: Raw -538131.361504 + Penalty 2754.685194 = -535376.676310
  nChanged 13
		SP:Iteration 27Q (35416.310000 sec): 3 clusters
  Score: Raw -538136.160815 + Penalty 2754.685194 = -535381.475621
  nChanged 15
		SP:Iteration 28Q (35416.500000 sec): 3 clusters
  Score: Raw -538140.612693 + Penalty 2754.685194 = -535385.927499
  nChanged 13
		SP:Iteration 29Q (35416.710000 sec): 3 clusters
  Score: Raw -538145.325894 + Penalty 2754.685194 = -535390.640700
  nChanged 13
		SP:Iteration 30Q (35416.910000 sec): 3 clusters
  Score: Raw -538149.262598 + Penalty 2754.685194 = -535394.577404
  nChanged 9
		SP:Iteration 31Q (35417.090000 sec): 3 clusters
  Score: Raw -538150.698356 + Penalty 2754.685194 = -535396.013162
  nChanged 3
		SP:Iteration 32Q (35417.260000 sec): 3 clusters
  Score: Raw -538151.584622 + Penalty 2754.685194 = -535396.899427
  nChanged 4
		SP:Iteration 33Q (35417.460000 sec): 3 clusters
  Score: Raw -538152.749520 + Penalty 2754.685194 = -535398.064326
  nChanged 8
		SP:Iteration 34Q (35417.630000 sec): 3 clusters
  Score: Raw -538154.259903 + Penalty 2754.685194 = -535399.574709
  nChanged 5
		SP:Iteration 35Q (35417.820000 sec): 3 clusters
  Score: Raw -538155.308556 + Penalty 2754.685194 = -535400.623362
  nChanged 5
		SP:Iteration 36Q (35417.990000 sec): 3 clusters
  Score: Raw -538156.053371 + Penalty 2754.685194 = -535401.368177
  nChanged 2
		SP:Iteration 37Q (35418.210000 sec): 3 clusters
  Score: Raw -538156.242666 + Penalty 2754.685194 = -535401.557471
  nChanged 1
		SP:Iteration 38Q (35418.400000 sec): 3 clusters
  Score: Raw -538156.319846 + Penalty 2754.685194 = -535401.634652
  nChanged 2
		SP:Iteration 39Q (35418.560000 sec): 3 clusters
  Score: Raw -538156.427470 + Penalty 2754.685194 = -535401.742275
  nChanged 0
		SP:Iteration 40F (35418.800000 sec): 3 clusters
  Score: Raw -538156.427470 + Penalty 2754.685194 = -535401.742275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35418.870000 sec): 2 clusters
  Score: Raw -144018.171881 + Penalty 1179.377498 = -142838.794384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35419.090000 sec): 3 clusters
  Score: Raw -143483.301952 + Penalty 2358.754995 = -141124.546957
  nChanged 485
		SP:Iteration 1F (35419.240000 sec): 3 clusters
  Score: Raw -143885.310884 + Penalty 2358.754995 = -141526.555889
  nChanged 125
		SP:Iteration 2F (35419.400000 sec): 3 clusters
  Score: Raw -144032.266519 + Penalty 2358.754995 = -141673.511524
  nChanged 97
		SP:Iteration 3F (35419.600000 sec): 3 clusters
  Score: Raw -144169.328648 + Penalty 2358.754995 = -141810.573653
  nChanged 78
		SP:Iteration 4F (35419.800000 sec): 3 clusters
  Score: Raw -144286.043467 + Penalty 2358.754995 = -141927.288472
  nChanged 73
		SP:Iteration 5F (35419.930000 sec): 3 clusters
  Score: Raw -144371.914804 + Penalty 2358.754995 = -142013.159809
  nChanged 54
		SP:Iteration 6Q (35420.120000 sec): 3 clusters
  Score: Raw -144447.623524 + Penalty 2358.754995 = -142088.868529
  nChanged 47
		SP:Iteration 7Q (35420.270000 sec): 3 clusters
  Score: Raw -144527.368970 + Penalty 2358.754995 = -142168.613974
  nChanged 47
		SP:Iteration 8Q (35420.460000 sec): 3 clusters
  Score: Raw -144576.632669 + Penalty 2358.754995 = -142217.877674
  nChanged 33
		SP:Iteration 9Q (35420.660000 sec): 3 clusters
  Score: Raw -144622.159540 + Penalty 2358.754995 = -142263.404545
  nChanged 39
		SP:Iteration 10Q (35420.830000 sec): 3 clusters
  Score: Raw -144681.148506 + Penalty 2358.754995 = -142322.393511
  nChanged 34
		SP:Iteration 11Q (35421.030000 sec): 3 clusters
  Score: Raw -144726.435365 + Penalty 2358.754995 = -142367.680370
  nChanged 19
		SP:Iteration 12Q (35421.180000 sec): 3 clusters
  Score: Raw -144744.703428 + Penalty 2358.754995 = -142385.948433
  nChanged 18
		SP:Iteration 13Q (35421.350000 sec): 3 clusters
  Score: Raw -144768.123460 + Penalty 2358.754995 = -142409.368465
  nChanged 14
		SP:Iteration 14Q (35421.530000 sec): 3 clusters
  Score: Raw -144783.164805 + Penalty 2358.754995 = -142424.409810
  nChanged 10
		SP:Iteration 15Q (35421.700000 sec): 3 clusters
  Score: Raw -144791.656932 + Penalty 2358.754995 = -142432.901937
  nChanged 9
		SP:Iteration 16Q (35421.910000 sec): 3 clusters
  Score: Raw -144800.264230 + Penalty 2358.754995 = -142441.509235
  nChanged 8
		SP:Iteration 17Q (35422.070000 sec): 3 clusters
  Score: Raw -144806.789264 + Penalty 2358.754995 = -142448.034269
  nChanged 7
		SP:Iteration 18Q (35422.280000 sec): 3 clusters
  Score: Raw -144811.487322 + Penalty 2358.754995 = -142452.732327
  nChanged 2
		SP:Iteration 19Q (35422.460000 sec): 3 clusters
  Score: Raw -144813.186399 + Penalty 2358.754995 = -142454.431404
  nChanged 0
		SP:Iteration 20F (35422.600000 sec): 3 clusters
  Score: Raw -144813.186399 + Penalty 2358.754995 = -142454.431404
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35422.690000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35422.860000 sec): 3 clusters
  Score: Raw -134480.014428 + Penalty 2289.026973 = -132190.987455
  nChanged 349
		SP:Iteration 1F (35423.030000 sec): 3 clusters
  Score: Raw -134782.953894 + Penalty 2289.026973 = -132493.926921
  nChanged 99
		SP:Iteration 2F (35423.230000 sec): 3 clusters
  Score: Raw -134893.521250 + Penalty 2289.026973 = -132604.494277
  nChanged 52
		SP:Iteration 3Q (35423.400000 sec): 3 clusters
  Score: Raw -134940.691385 + Penalty 2289.026973 = -132651.664413
  nChanged 27
		SP:Iteration 4Q (35423.590000 sec): 3 clusters
  Score: Raw -134964.278784 + Penalty 2289.026973 = -132675.251811
  nChanged 14
		SP:Iteration 5Q (35423.760000 sec): 3 clusters
  Score: Raw -134975.616558 + Penalty 2289.026973 = -132686.589586
  nChanged 9
		SP:Iteration 6Q (35423.950000 sec): 3 clusters
  Score: Raw -134982.446384 + Penalty 2289.026973 = -132693.419412
  nChanged 10
		SP:Iteration 7Q (35424.090000 sec): 3 clusters
  Score: Raw -134989.287943 + Penalty 2289.026973 = -132700.260970
  nChanged 12
		SP:Iteration 8Q (35424.300000 sec): 3 clusters
  Score: Raw -134999.275845 + Penalty 2289.026973 = -132710.248872
  nChanged 12
		SP:Iteration 9Q (35424.480000 sec): 3 clusters
  Score: Raw -135014.428722 + Penalty 2289.026973 = -132725.401749
  nChanged 11
		SP:Iteration 10Q (35424.690000 sec): 3 clusters
  Score: Raw -135028.207832 + Penalty 2289.026973 = -132739.180859
  nChanged 7
		SP:Iteration 11Q (35424.810000 sec): 3 clusters
  Score: Raw -135035.909357 + Penalty 2289.026973 = -132746.882384
  nChanged 5
		SP:Iteration 12Q (35425.030000 sec): 3 clusters
  Score: Raw -135040.418023 + Penalty 2289.026973 = -132751.391050
  nChanged 6
		SP:Iteration 13Q (35425.190000 sec): 3 clusters
  Score: Raw -135044.099365 + Penalty 2289.026973 = -132755.072393
  nChanged 3
		SP:Iteration 14Q (35425.380000 sec): 3 clusters
  Score: Raw -135045.968270 + Penalty 2289.026973 = -132756.941297
  nChanged 4
		SP:Iteration 15Q (35425.550000 sec): 3 clusters
  Score: Raw -135049.882352 + Penalty 2289.026973 = -132760.855380
  nChanged 3
		SP:Iteration 16Q (35425.690000 sec): 3 clusters
  Score: Raw -135050.802747 + Penalty 2289.026973 = -132761.775774
  nChanged 1
		SP:Iteration 17Q (35425.870000 sec): 3 clusters
  Score: Raw -135051.579914 + Penalty 2289.026973 = -132762.552941
  nChanged 1
		SP:Iteration 18Q (35426.040000 sec): 3 clusters
  Score: Raw -135052.260735 + Penalty 2289.026973 = -132763.233762
  nChanged 2
		SP:Iteration 19Q (35426.230000 sec): 3 clusters
  Score: Raw -135053.720701 + Penalty 2289.026973 = -132764.693729
  nChanged 2
		SP:Iteration 20F (35426.410000 sec): 3 clusters
  Score: Raw -135054.631168 + Penalty 2289.026973 = -132765.604196
  nChanged 1
		SP:Iteration 21Q (35426.610000 sec): 3 clusters
  Score: Raw -135055.674814 + Penalty 2289.026973 = -132766.647841
  nChanged 1
		SP:Iteration 22Q (35426.780000 sec): 3 clusters
  Score: Raw -135055.953046 + Penalty 2289.026973 = -132766.926073
  nChanged 1
		SP:Iteration 23Q (35426.930000 sec): 3 clusters
  Score: Raw -135056.285291 + Penalty 2289.026973 = -132767.258319
  nChanged 0
		SP:Iteration 24F (35427.140000 sec): 3 clusters
  Score: Raw -135056.285291 + Penalty 2289.026973 = -132767.258319
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35427.270000 sec): 2 clusters
  Score: Raw -729653.213546 + Penalty 1417.498631 = -728235.714914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35427.440000 sec): 3 clusters
  Score: Raw -726405.990922 + Penalty 2834.997263 = -723570.993659
  nChanged 2531
		SP:Iteration 1F (35427.620000 sec): 3 clusters
  Score: Raw -727852.347430 + Penalty 2834.997263 = -725017.350168
  nChanged 440
		SP:Iteration 2F (35427.790000 sec): 3 clusters
  Score: Raw -728111.659815 + Penalty 2834.997263 = -725276.662553
  nChanged 360
		SP:Iteration 3F (35428.030000 sec): 3 clusters
  Score: Raw -728318.790053 + Penalty 2834.997263 = -725483.792790
  nChanged 311
		SP:Iteration 4F (35428.230000 sec): 3 clusters
  Score: Raw -728497.218377 + Penalty 2834.997263 = -725662.221114
  nChanged 309
		SP:Iteration 5F (35428.400000 sec): 3 clusters
  Score: Raw -728693.054455 + Penalty 2834.997263 = -725858.057192
  nChanged 282
		SP:Iteration 6Q (35428.570000 sec): 3 clusters
  Score: Raw -728879.191039 + Penalty 2834.997263 = -726044.193776
  nChanged 283
		SP:Iteration 7Q (35428.760000 sec): 3 clusters
  Score: Raw -729072.373752 + Penalty 2834.997263 = -726237.376489
  nChanged 247
		SP:Iteration 8Q (35428.910000 sec): 3 clusters
  Score: Raw -729239.508122 + Penalty 2834.997263 = -726404.510859
  nChanged 223
		SP:Iteration 9Q (35429.110000 sec): 3 clusters
  Score: Raw -729389.257183 + Penalty 2834.997263 = -726554.259920
  nChanged 179
		SP:Iteration 10Q (35429.300000 sec): 3 clusters
  Score: Raw -729525.246111 + Penalty 2834.997263 = -726690.248848
  nChanged 155
		SP:Iteration 11Q (35429.520000 sec): 3 clusters
  Score: Raw -729651.512327 + Penalty 2834.997263 = -726816.515065
  nChanged 137
		SP:Iteration 12Q (35429.690000 sec): 3 clusters
  Score: Raw -729773.962118 + Penalty 2834.997263 = -726938.964855
  nChanged 108
		SP:Iteration 13Q (35429.850000 sec): 3 clusters
  Score: Raw -729868.292452 + Penalty 2834.997263 = -727033.295190
  nChanged 82
		SP:Iteration 14Q (35430.080000 sec): 3 clusters
  Score: Raw -729943.541694 + Penalty 2834.997263 = -727108.544431
  nChanged 46
		SP:Iteration 15Q (35430.270000 sec): 3 clusters
  Score: Raw -729985.695006 + Penalty 2834.997263 = -727150.697743
  nChanged 30
		SP:Iteration 16Q (35430.450000 sec): 3 clusters
  Score: Raw -730012.809310 + Penalty 2834.997263 = -727177.812047
  nChanged 24
		SP:Iteration 17Q (35430.660000 sec): 3 clusters
  Score: Raw -730033.819253 + Penalty 2834.997263 = -727198.821990
  nChanged 20
		SP:Iteration 18Q (35430.840000 sec): 3 clusters
  Score: Raw -730052.440013 + Penalty 2834.997263 = -727217.442750
  nChanged 13
		SP:Iteration 19Q (35431.020000 sec): 3 clusters
  Score: Raw -730066.560659 + Penalty 2834.997263 = -727231.563396
  nChanged 11
		SP:Iteration 20F (35431.240000 sec): 3 clusters
  Score: Raw -730081.468928 + Penalty 2834.997263 = -727246.471665
  nChanged 13
		SP:Iteration 21Q (35431.410000 sec): 3 clusters
  Score: Raw -730094.417767 + Penalty 2834.997263 = -727259.420504
  nChanged 8
		SP:Iteration 22Q (35431.610000 sec): 3 clusters
  Score: Raw -730100.962735 + Penalty 2834.997263 = -727265.965472
  nChanged 6
		SP:Iteration 23Q (35431.790000 sec): 3 clusters
  Score: Raw -730105.261923 + Penalty 2834.997263 = -727270.264660
  nChanged 5
		SP:Iteration 24Q (35431.970000 sec): 3 clusters
  Score: Raw -730108.385455 + Penalty 2834.997263 = -727273.388192
  nChanged 1
		SP:Iteration 25Q (35432.160000 sec): 3 clusters
  Score: Raw -730108.953618 + Penalty 2834.997263 = -727273.956355
  nChanged 2
		SP:Iteration 26Q (35432.390000 sec): 3 clusters
  Score: Raw -730109.788016 + Penalty 2834.997263 = -727274.790753
  nChanged 2
		SP:Iteration 27Q (35432.570000 sec): 3 clusters
  Score: Raw -730111.445817 + Penalty 2834.997263 = -727276.448554
  nChanged 1
		SP:Iteration 28Q (35432.750000 sec): 3 clusters
  Score: Raw -730111.797997 + Penalty 2834.997263 = -727276.800734
  nChanged 2
		SP:Iteration 29Q (35432.960000 sec): 3 clusters
  Score: Raw -730112.982683 + Penalty 2834.997263 = -727277.985421
  nChanged 0
		SP:Iteration 30F (35433.190000 sec): 3 clusters
  Score: Raw -730112.982683 + Penalty 2834.997263 = -727277.985421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35433.250000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35433.450000 sec): 3 clusters
  Score: Raw -163246.818232 + Penalty 2361.945764 = -160884.872468
  nChanged 461
		SP:Iteration 1F (35433.640000 sec): 3 clusters
  Score: Raw -163766.233420 + Penalty 2361.945764 = -161404.287656
  nChanged 140
		SP:Iteration 2F (35433.810000 sec): 3 clusters
  Score: Raw -164015.045251 + Penalty 2361.945764 = -161653.099487
  nChanged 119
		SP:Iteration 3F (35433.960000 sec): 3 clusters
  Score: Raw -164208.528382 + Penalty 2361.945764 = -161846.582618
  nChanged 87
		SP:Iteration 4F (35434.140000 sec): 3 clusters
  Score: Raw -164350.096902 + Penalty 2361.945764 = -161988.151138
  nChanged 50
		SP:Iteration 5Q (35434.330000 sec): 3 clusters
  Score: Raw -164406.075854 + Penalty 2361.945764 = -162044.130089
  nChanged 24
		SP:Iteration 6Q (35434.540000 sec): 3 clusters
  Score: Raw -164432.743276 + Penalty 2361.945764 = -162070.797512
  nChanged 16
		SP:Iteration 7Q (35434.680000 sec): 3 clusters
  Score: Raw -164450.030199 + Penalty 2361.945764 = -162088.084435
  nChanged 10
		SP:Iteration 8Q (35434.870000 sec): 3 clusters
  Score: Raw -164462.803573 + Penalty 2361.945764 = -162100.857809
  nChanged 5
		SP:Iteration 9Q (35434.980000 sec): 3 clusters
  Score: Raw -164469.893615 + Penalty 2361.945764 = -162107.947851
  nChanged 7
		SP:Iteration 10Q (35435.170000 sec): 3 clusters
  Score: Raw -164476.177584 + Penalty 2361.945764 = -162114.231820
  nChanged 4
		SP:Iteration 11Q (35435.340000 sec): 3 clusters
  Score: Raw -164480.881676 + Penalty 2361.945764 = -162118.935912
  nChanged 2
		SP:Iteration 12Q (35435.540000 sec): 3 clusters
  Score: Raw -164482.173368 + Penalty 2361.945764 = -162120.227604
  nChanged 2
		SP:Iteration 13Q (35435.680000 sec): 3 clusters
  Score: Raw -164483.022850 + Penalty 2361.945764 = -162121.077086
  nChanged 2
		SP:Iteration 14Q (35435.860000 sec): 3 clusters
  Score: Raw -164484.159080 + Penalty 2361.945764 = -162122.213316
  nChanged 2
		SP:Iteration 15Q (35436.020000 sec): 3 clusters
  Score: Raw -164485.140882 + Penalty 2361.945764 = -162123.195118
  nChanged 1
		SP:Iteration 16Q (35436.220000 sec): 3 clusters
  Score: Raw -164485.914619 + Penalty 2361.945764 = -162123.968855
  nChanged 2
		SP:Iteration 17Q (35436.370000 sec): 3 clusters
  Score: Raw -164488.951222 + Penalty 2361.945764 = -162127.005458
  nChanged 4
		SP:Iteration 18Q (35436.540000 sec): 3 clusters
  Score: Raw -164490.960452 + Penalty 2361.945764 = -162129.014688
  nChanged 1
		SP:Iteration 19Q (35436.700000 sec): 3 clusters
  Score: Raw -164491.695615 + Penalty 2361.945764 = -162129.749851
  nChanged 2
		SP:Iteration 20F (35436.930000 sec): 3 clusters
  Score: Raw -164492.209045 + Penalty 2361.945764 = -162130.263281
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35437.020000 sec): 2 clusters
  Score: Raw -1456859.438360 + Penalty 1528.446549 = -1455330.991812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35437.260000 sec): 3 clusters
  Score: Raw -1449819.338997 + Penalty 3056.893097 = -1446762.445900
  nChanged 5347
		SP:Iteration 1F (35437.490000 sec): 3 clusters
  Score: Raw -1452702.268538 + Penalty 3056.893097 = -1449645.375440
  nChanged 754
		SP:Iteration 2F (35437.750000 sec): 3 clusters
  Score: Raw -1453042.089685 + Penalty 3056.893097 = -1449985.196587
  nChanged 624
		SP:Iteration 3F (35437.980000 sec): 3 clusters
  Score: Raw -1453326.199365 + Penalty 3056.893097 = -1450269.306268
  nChanged 580
		SP:Iteration 4Q (35438.200000 sec): 3 clusters
  Score: Raw -1453573.771655 + Penalty 3056.893097 = -1450516.878557
  nChanged 516
		SP:Iteration 5Q (35438.450000 sec): 3 clusters
  Score: Raw -1453779.843815 + Penalty 3056.893097 = -1450722.950718
  nChanged 477
		SP:Iteration 6Q (35438.640000 sec): 3 clusters
  Score: Raw -1453987.867073 + Penalty 3056.893097 = -1450930.973975
  nChanged 446
		SP:Iteration 7Q (35438.850000 sec): 3 clusters
  Score: Raw -1454185.604915 + Penalty 3056.893097 = -1451128.711817
  nChanged 452
		SP:Iteration 8Q (35439.080000 sec): 3 clusters
  Score: Raw -1454386.447202 + Penalty 3056.893097 = -1451329.554105
  nChanged 444
		SP:Iteration 9Q (35439.330000 sec): 3 clusters
  Score: Raw -1454606.465423 + Penalty 3056.893097 = -1451549.572326
  nChanged 432
		SP:Iteration 10Q (35439.530000 sec): 3 clusters
  Score: Raw -1454821.365631 + Penalty 3056.893097 = -1451764.472533
  nChanged 417
		SP:Iteration 11Q (35439.770000 sec): 3 clusters
  Score: Raw -1455027.346045 + Penalty 3056.893097 = -1451970.452948
  nChanged 388
		SP:Iteration 12Q (35440.000000 sec): 3 clusters
  Score: Raw -1455225.699095 + Penalty 3056.893097 = -1452168.805998
  nChanged 388
		SP:Iteration 13Q (35440.210000 sec): 3 clusters
  Score: Raw -1455440.806835 + Penalty 3056.893097 = -1452383.913738
  nChanged 376
		SP:Iteration 14Q (35440.460000 sec): 3 clusters
  Score: Raw -1455643.514433 + Penalty 3056.893097 = -1452586.621335
  nChanged 321
		SP:Iteration 15Q (35440.640000 sec): 3 clusters
  Score: Raw -1455801.037249 + Penalty 3056.893097 = -1452744.144151
  nChanged 293
		SP:Iteration 16Q (35440.910000 sec): 3 clusters
  Score: Raw -1455936.736188 + Penalty 3056.893097 = -1452879.843090
  nChanged 249
		SP:Iteration 17Q (35441.120000 sec): 3 clusters
  Score: Raw -1456055.264739 + Penalty 3056.893097 = -1452998.371641
  nChanged 228
		SP:Iteration 18Q (35441.360000 sec): 3 clusters
  Score: Raw -1456160.826996 + Penalty 3056.893097 = -1453103.933899
  nChanged 207
		SP:Iteration 19Q (35441.560000 sec): 3 clusters
  Score: Raw -1456252.387066 + Penalty 3056.893097 = -1453195.493969
  nChanged 176
		SP:Iteration 20F (35441.790000 sec): 3 clusters
  Score: Raw -1456319.318395 + Penalty 3056.893097 = -1453262.425298
  nChanged 151
		SP:Iteration 21Q (35442.020000 sec): 3 clusters
  Score: Raw -1456376.203066 + Penalty 3056.893097 = -1453319.309969
  nChanged 170
		SP:Iteration 22Q (35442.220000 sec): 3 clusters
  Score: Raw -1456438.991890 + Penalty 3056.893097 = -1453382.098792
  nChanged 157
		SP:Iteration 23Q (35442.440000 sec): 3 clusters
  Score: Raw -1456497.622160 + Penalty 3056.893097 = -1453440.729063
  nChanged 151
		SP:Iteration 24Q (35442.680000 sec): 3 clusters
  Score: Raw -1456553.110335 + Penalty 3056.893097 = -1453496.217238
  nChanged 136
		SP:Iteration 25Q (35442.900000 sec): 3 clusters
  Score: Raw -1456593.445661 + Penalty 3056.893097 = -1453536.552563
  nChanged 99
		SP:Iteration 26Q (35443.090000 sec): 3 clusters
  Score: Raw -1456624.481018 + Penalty 3056.893097 = -1453567.587921
  nChanged 98
		SP:Iteration 27Q (35443.320000 sec): 3 clusters
  Score: Raw -1456657.823232 + Penalty 3056.893097 = -1453600.930134
  nChanged 97
		SP:Iteration 28Q (35443.540000 sec): 3 clusters
  Score: Raw -1456686.578598 + Penalty 3056.893097 = -1453629.685500
  nChanged 93
		SP:Iteration 29Q (35443.740000 sec): 3 clusters
  Score: Raw -1456715.856804 + Penalty 3056.893097 = -1453658.963707
  nChanged 97
		SP:Iteration 30Q (35443.980000 sec): 3 clusters
  Score: Raw -1456747.239213 + Penalty 3056.893097 = -1453690.346116
  nChanged 94
		SP:Iteration 31Q (35444.240000 sec): 3 clusters
  Score: Raw -1456775.797051 + Penalty 3056.893097 = -1453718.903954
  nChanged 94
		SP:Iteration 32Q (35444.460000 sec): 3 clusters
  Score: Raw -1456805.783964 + Penalty 3056.893097 = -1453748.890866
  nChanged 91
		SP:Iteration 33Q (35444.680000 sec): 3 clusters
  Score: Raw -1456835.433039 + Penalty 3056.893097 = -1453778.539942
  nChanged 78
		SP:Iteration 34Q (35444.880000 sec): 3 clusters
  Score: Raw -1456854.706101 + Penalty 3056.893097 = -1453797.813004
  nChanged 58
		SP:Iteration 35Q (35445.120000 sec): 3 clusters
  Score: Raw -1456866.705174 + Penalty 3056.893097 = -1453809.812076
  nChanged 42
		SP:Iteration 36Q (35445.380000 sec): 3 clusters
  Score: Raw -1456876.221354 + Penalty 3056.893097 = -1453819.328256
  nChanged 45
		SP:Iteration 37Q (35445.570000 sec): 3 clusters
  Score: Raw -1456883.153581 + Penalty 3056.893097 = -1453826.260484
  nChanged 30
		SP:Iteration 38Q (35445.770000 sec): 3 clusters
  Score: Raw -1456888.532563 + Penalty 3056.893097 = -1453831.639465
  nChanged 25
		SP:Iteration 39Q (35445.990000 sec): 3 clusters
  Score: Raw -1456893.694088 + Penalty 3056.893097 = -1453836.800991
  nChanged 21
		SP:Iteration 40F (35446.200000 sec): 3 clusters
  Score: Raw -1456896.851684 + Penalty 3056.893097 = -1453839.958587
  nChanged 18
		SP:Iteration 41Q (35446.440000 sec): 3 clusters
  Score: Raw -1456898.838627 + Penalty 3056.893097 = -1453841.945529
  nChanged 10
		SP:Iteration 42Q (35446.650000 sec): 3 clusters
  Score: Raw -1456900.052666 + Penalty 3056.893097 = -1453843.159568
  nChanged 9
		SP:Iteration 43Q (35446.850000 sec): 3 clusters
  Score: Raw -1456901.526319 + Penalty 3056.893097 = -1453844.633222
  nChanged 11
		SP:Iteration 44Q (35447.080000 sec): 3 clusters
  Score: Raw -1456902.660067 + Penalty 3056.893097 = -1453845.766970
  nChanged 6
		SP:Iteration 45Q (35447.320000 sec): 3 clusters
  Score: Raw -1456903.191218 + Penalty 3056.893097 = -1453846.298120
  nChanged 6
		SP:Iteration 46Q (35447.540000 sec): 3 clusters
  Score: Raw -1456903.794674 + Penalty 3056.893097 = -1453846.901576
  nChanged 8
		SP:Iteration 47Q (35447.820000 sec): 3 clusters
  Score: Raw -1456904.683399 + Penalty 3056.893097 = -1453847.790302
  nChanged 7
		SP:Iteration 48Q (35448.010000 sec): 3 clusters
  Score: Raw -1456905.548208 + Penalty 3056.893097 = -1453848.655110
  nChanged 12
		SP:Iteration 49Q (35448.220000 sec): 3 clusters
  Score: Raw -1456907.229115 + Penalty 3056.893097 = -1453850.336018
  nChanged 8
		SP:Iteration 50Q (35448.480000 sec): 3 clusters
  Score: Raw -1456908.068520 + Penalty 3056.893097 = -1453851.175423
  nChanged 10
		SP:Iteration 51Q (35448.720000 sec): 3 clusters
  Score: Raw -1456909.432805 + Penalty 3056.893097 = -1453852.539707
  nChanged 6
		SP:Iteration 52Q (35448.930000 sec): 3 clusters
  Score: Raw -1456910.382238 + Penalty 3056.893097 = -1453853.489140
  nChanged 9
		SP:Iteration 53Q (35449.110000 sec): 3 clusters
  Score: Raw -1456911.841254 + Penalty 3056.893097 = -1453854.948157
  nChanged 10
		SP:Iteration 54Q (35449.310000 sec): 3 clusters
  Score: Raw -1456912.745930 + Penalty 3056.893097 = -1453855.852832
  nChanged 5
		SP:Iteration 55Q (35449.540000 sec): 3 clusters
  Score: Raw -1456913.359680 + Penalty 3056.893097 = -1453856.466583
  nChanged 3
		SP:Iteration 56Q (35449.770000 sec): 3 clusters
  Score: Raw -1456913.585434 + Penalty 3056.893097 = -1453856.692337
  nChanged 3
		SP:Iteration 57Q (35449.960000 sec): 3 clusters
  Score: Raw -1456913.824813 + Penalty 3056.893097 = -1453856.931715
  nChanged 4
		SP:Iteration 58Q (35450.200000 sec): 3 clusters
  Score: Raw -1456914.566852 + Penalty 3056.893097 = -1453857.673754
  nChanged 6
		SP:Iteration 59Q (35450.420000 sec): 3 clusters
  Score: Raw -1456915.486703 + Penalty 3056.893097 = -1453858.593605
  nChanged 6
		SP:Iteration 60F (35450.620000 sec): 3 clusters
  Score: Raw -1456916.448916 + Penalty 3056.893097 = -1453859.555819
  nChanged 6
		SP:Iteration 61Q (35450.810000 sec): 3 clusters
  Score: Raw -1456916.988764 + Penalty 3056.893097 = -1453860.095666
  nChanged 7
		SP:Iteration 62Q (35451.010000 sec): 3 clusters
  Score: Raw -1456917.905003 + Penalty 3056.893097 = -1453861.011906
  nChanged 6
		SP:Iteration 63Q (35451.210000 sec): 3 clusters
  Score: Raw -1456918.380058 + Penalty 3056.893097 = -1453861.486960
  nChanged 5
		SP:Iteration 64Q (35451.460000 sec): 3 clusters
  Score: Raw -1456918.874321 + Penalty 3056.893097 = -1453861.981223
  nChanged 6
		SP:Iteration 65Q (35451.670000 sec): 3 clusters
  Score: Raw -1456919.400925 + Penalty 3056.893097 = -1453862.507827
  nChanged 2
		SP:Iteration 66Q (35451.880000 sec): 3 clusters
  Score: Raw -1456919.533101 + Penalty 3056.893097 = -1453862.640004
  nChanged 3
		SP:Iteration 67Q (35452.140000 sec): 3 clusters
  Score: Raw -1456919.906682 + Penalty 3056.893097 = -1453863.013585
  nChanged 6
		SP:Iteration 68Q (35452.370000 sec): 3 clusters
  Score: Raw -1456920.806216 + Penalty 3056.893097 = -1453863.913118
  nChanged 6
		SP:Iteration 69Q (35452.590000 sec): 3 clusters
  Score: Raw -1456921.499833 + Penalty 3056.893097 = -1453864.606736
  nChanged 7
		SP:Iteration 70Q (35452.840000 sec): 3 clusters
  Score: Raw -1456922.242617 + Penalty 3056.893097 = -1453865.349519
  nChanged 4
		SP:Iteration 71Q (35453.060000 sec): 3 clusters
  Score: Raw -1456922.485787 + Penalty 3056.893097 = -1453865.592689
  nChanged 5
		SP:Iteration 72Q (35453.290000 sec): 3 clusters
  Score: Raw -1456922.940102 + Penalty 3056.893097 = -1453866.047005
  nChanged 3
		SP:Iteration 73Q (35453.490000 sec): 3 clusters
  Score: Raw -1456923.183795 + Penalty 3056.893097 = -1453866.290697
  nChanged 1
		SP:Iteration 74Q (35453.710000 sec): 3 clusters
  Score: Raw -1456923.210394 + Penalty 3056.893097 = -1453866.317297
  nChanged 0
		SP:Iteration 75F (35453.930000 sec): 3 clusters
  Score: Raw -1456923.210394 + Penalty 3056.893097 = -1453866.317297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35454.040000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35454.210000 sec): 3 clusters
  Score: Raw -100040.881670 + Penalty 2211.139209 = -97829.742461
  nChanged 263
		SP:Iteration 1F (35454.420000 sec): 3 clusters
  Score: Raw -100300.727807 + Penalty 2211.139209 = -98089.588598
  nChanged 70
		SP:Iteration 2F (35454.580000 sec): 3 clusters
  Score: Raw -100423.378136 + Penalty 2211.139209 = -98212.238927
  nChanged 48
		SP:Iteration 3F (35454.750000 sec): 3 clusters
  Score: Raw -100515.196148 + Penalty 2211.139209 = -98304.056939
  nChanged 37
		SP:Iteration 4Q (35454.930000 sec): 3 clusters
  Score: Raw -100580.605932 + Penalty 2211.139209 = -98369.466723
  nChanged 34
		SP:Iteration 5Q (35455.110000 sec): 3 clusters
  Score: Raw -100639.404209 + Penalty 2211.139209 = -98428.265000
  nChanged 31
		SP:Iteration 6Q (35455.290000 sec): 3 clusters
  Score: Raw -100689.897515 + Penalty 2211.139209 = -98478.758306
  nChanged 32
		SP:Iteration 7Q (35455.490000 sec): 3 clusters
  Score: Raw -100751.101383 + Penalty 2211.139209 = -98539.962174
  nChanged 27
		SP:Iteration 8Q (35455.670000 sec): 3 clusters
  Score: Raw -100796.116151 + Penalty 2211.139209 = -98584.976942
  nChanged 14
		SP:Iteration 9Q (35455.850000 sec): 3 clusters
  Score: Raw -100817.420550 + Penalty 2211.139209 = -98606.281341
  nChanged 14
		SP:Iteration 10Q (35456.010000 sec): 3 clusters
  Score: Raw -100838.177456 + Penalty 2211.139209 = -98627.038247
  nChanged 12
		SP:Iteration 11Q (35456.210000 sec): 3 clusters
  Score: Raw -100861.215665 + Penalty 2211.139209 = -98650.076457
  nChanged 8
		SP:Iteration 12Q (35456.360000 sec): 3 clusters
  Score: Raw -100873.290322 + Penalty 2211.139209 = -98662.151113
  nChanged 9
		SP:Iteration 13Q (35456.520000 sec): 3 clusters
  Score: Raw -100883.343063 + Penalty 2211.139209 = -98672.203854
  nChanged 8
		SP:Iteration 14Q (35456.690000 sec): 3 clusters
  Score: Raw -100895.082968 + Penalty 2211.139209 = -98683.943759
  nChanged 3
		SP:Iteration 15Q (35456.870000 sec): 3 clusters
  Score: Raw -100897.921437 + Penalty 2211.139209 = -98686.782228
  nChanged 2
		SP:Iteration 16Q (35457.090000 sec): 3 clusters
  Score: Raw -100899.790979 + Penalty 2211.139209 = -98688.651770
  nChanged 4
		SP:Iteration 17Q (35457.290000 sec): 3 clusters
  Score: Raw -100903.560468 + Penalty 2211.139209 = -98692.421259
  nChanged 3
		SP:Iteration 18Q (35457.470000 sec): 3 clusters
  Score: Raw -100906.997789 + Penalty 2211.139209 = -98695.858581
  nChanged 4
		SP:Iteration 19Q (35457.660000 sec): 3 clusters
  Score: Raw -100918.000685 + Penalty 2211.139209 = -98706.861476
  nChanged 2
		SP:Iteration 20F (35457.820000 sec): 3 clusters
  Score: Raw -100921.478947 + Penalty 2211.139209 = -98710.339739
  nChanged 2
		SP:Iteration 21Q (35457.990000 sec): 3 clusters
  Score: Raw -100923.561320 + Penalty 2211.139209 = -98712.422111
  nChanged 1
		SP:Iteration 22Q (35458.170000 sec): 3 clusters
  Score: Raw -100924.127176 + Penalty 2211.139209 = -98712.987968
  nChanged 1
		SP:Iteration 23Q (35458.350000 sec): 3 clusters
  Score: Raw -100924.598694 + Penalty 2211.139209 = -98713.459486
  nChanged 0
		SP:Iteration 24F (35458.510000 sec): 3 clusters
  Score: Raw -100924.598694 + Penalty 2211.139209 = -98713.459486
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35458.640000 sec): 2 clusters
  Score: Raw -537227.223402 + Penalty 1367.679379 = -535859.544023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35458.890000 sec): 3 clusters
  Score: Raw -534842.163680 + Penalty 2735.358758 = -532106.804922
  nChanged 1863
		SP:Iteration 1F (35459.050000 sec): 3 clusters
  Score: Raw -535860.806512 + Penalty 2735.358758 = -533125.447753
  nChanged 317
		SP:Iteration 2F (35459.260000 sec): 3 clusters
  Score: Raw -536058.016712 + Penalty 2735.358758 = -533322.657954
  nChanged 267
		SP:Iteration 3F (35459.470000 sec): 3 clusters
  Score: Raw -536205.338889 + Penalty 2735.358758 = -533469.980131
  nChanged 211
		SP:Iteration 4Q (35459.670000 sec): 3 clusters
  Score: Raw -536325.847635 + Penalty 2735.358758 = -533590.488877
  nChanged 179
		SP:Iteration 5Q (35459.840000 sec): 3 clusters
  Score: Raw -536432.992425 + Penalty 2735.358758 = -533697.633667
  nChanged 187
		SP:Iteration 6Q (35460.050000 sec): 3 clusters
  Score: Raw -536526.967971 + Penalty 2735.358758 = -533791.609213
  nChanged 142
		SP:Iteration 7Q (35460.260000 sec): 3 clusters
  Score: Raw -536597.771766 + Penalty 2735.358758 = -533862.413008
  nChanged 143
		SP:Iteration 8Q (35460.420000 sec): 3 clusters
  Score: Raw -536669.849556 + Penalty 2735.358758 = -533934.490797
  nChanged 132
		SP:Iteration 9Q (35460.610000 sec): 3 clusters
  Score: Raw -536741.128734 + Penalty 2735.358758 = -534005.769976
  nChanged 124
		SP:Iteration 10Q (35460.790000 sec): 3 clusters
  Score: Raw -536799.617863 + Penalty 2735.358758 = -534064.259104
  nChanged 117
		SP:Iteration 11Q (35460.960000 sec): 3 clusters
  Score: Raw -536851.416915 + Penalty 2735.358758 = -534116.058157
  nChanged 116
		SP:Iteration 12Q (35461.140000 sec): 3 clusters
  Score: Raw -536909.355527 + Penalty 2735.358758 = -534173.996769
  nChanged 92
		SP:Iteration 13Q (35461.340000 sec): 3 clusters
  Score: Raw -536954.113718 + Penalty 2735.358758 = -534218.754960
  nChanged 93
		SP:Iteration 14Q (35461.540000 sec): 3 clusters
  Score: Raw -537003.015186 + Penalty 2735.358758 = -534267.656427
  nChanged 77
		SP:Iteration 15Q (35461.730000 sec): 3 clusters
  Score: Raw -537042.006495 + Penalty 2735.358758 = -534306.647736
  nChanged 66
		SP:Iteration 16Q (35461.900000 sec): 3 clusters
  Score: Raw -537076.153798 + Penalty 2735.358758 = -534340.795039
  nChanged 64
		SP:Iteration 17Q (35462.080000 sec): 3 clusters
  Score: Raw -537105.492747 + Penalty 2735.358758 = -534370.133989
  nChanged 48
		SP:Iteration 18Q (35462.300000 sec): 3 clusters
  Score: Raw -537130.698227 + Penalty 2735.358758 = -534395.339468
  nChanged 47
		SP:Iteration 19Q (35462.480000 sec): 3 clusters
  Score: Raw -537151.434908 + Penalty 2735.358758 = -534416.076150
  nChanged 31
		SP:Iteration 20F (35462.690000 sec): 3 clusters
  Score: Raw -537168.934714 + Penalty 2735.358758 = -534433.575956
  nChanged 38
		SP:Iteration 21Q (35462.860000 sec): 3 clusters
  Score: Raw -537187.846952 + Penalty 2735.358758 = -534452.488194
  nChanged 32
		SP:Iteration 22Q (35463.020000 sec): 3 clusters
  Score: Raw -537202.059071 + Penalty 2735.358758 = -534466.700313
  nChanged 23
		SP:Iteration 23Q (35463.250000 sec): 3 clusters
  Score: Raw -537213.133804 + Penalty 2735.358758 = -534477.775046
  nChanged 16
		SP:Iteration 24Q (35463.410000 sec): 3 clusters
  Score: Raw -537221.753358 + Penalty 2735.358758 = -534486.394600
  nChanged 21
		SP:Iteration 25Q (35463.600000 sec): 3 clusters
  Score: Raw -537233.191054 + Penalty 2735.358758 = -534497.832295
  nChanged 15
		SP:Iteration 26Q (35463.780000 sec): 3 clusters
  Score: Raw -537241.367541 + Penalty 2735.358758 = -534506.008783
  nChanged 11
		SP:Iteration 27Q (35463.990000 sec): 3 clusters
  Score: Raw -537246.399088 + Penalty 2735.358758 = -534511.040330
  nChanged 17
		SP:Iteration 28Q (35464.170000 sec): 3 clusters
  Score: Raw -537255.373613 + Penalty 2735.358758 = -534520.014855
  nChanged 19
		SP:Iteration 29Q (35464.380000 sec): 3 clusters
  Score: Raw -537264.535012 + Penalty 2735.358758 = -534529.176254
  nChanged 17
		SP:Iteration 30Q (35464.540000 sec): 3 clusters
  Score: Raw -537276.776398 + Penalty 2735.358758 = -534541.417640
  nChanged 24
		SP:Iteration 31Q (35464.730000 sec): 3 clusters
  Score: Raw -537294.018481 + Penalty 2735.358758 = -534558.659722
  nChanged 13
		SP:Iteration 32Q (35464.900000 sec): 3 clusters
  Score: Raw -537302.901044 + Penalty 2735.358758 = -534567.542285
  nChanged 14
		SP:Iteration 33Q (35465.100000 sec): 3 clusters
  Score: Raw -537311.526508 + Penalty 2735.358758 = -534576.167750
  nChanged 17
		SP:Iteration 34Q (35465.310000 sec): 3 clusters
  Score: Raw -537322.298318 + Penalty 2735.358758 = -534586.939559
  nChanged 15
		SP:Iteration 35Q (35465.450000 sec): 3 clusters
  Score: Raw -537335.284872 + Penalty 2735.358758 = -534599.926113
  nChanged 20
		SP:Iteration 36Q (35465.650000 sec): 3 clusters
  Score: Raw -537351.096079 + Penalty 2735.358758 = -534615.737321
  nChanged 17
		SP:Iteration 37Q (35465.840000 sec): 3 clusters
  Score: Raw -537365.695912 + Penalty 2735.358758 = -534630.337153
  nChanged 20
		SP:Iteration 38Q (35466.020000 sec): 3 clusters
  Score: Raw -537378.677129 + Penalty 2735.358758 = -534643.318370
  nChanged 10
		SP:Iteration 39Q (35466.180000 sec): 3 clusters
  Score: Raw -537386.328499 + Penalty 2735.358758 = -534650.969741
  nChanged 11
		SP:Iteration 40F (35466.340000 sec): 3 clusters
  Score: Raw -537397.678890 + Penalty 2735.358758 = -534662.320131
  nChanged 12
		SP:Iteration 41Q (35466.570000 sec): 3 clusters
  Score: Raw -537405.359684 + Penalty 2735.358758 = -534670.000925
  nChanged 8
		SP:Iteration 42Q (35466.720000 sec): 3 clusters
  Score: Raw -537409.909160 + Penalty 2735.358758 = -534674.550402
  nChanged 5
		SP:Iteration 43Q (35466.900000 sec): 3 clusters
  Score: Raw -537414.292134 + Penalty 2735.358758 = -534678.933375
  nChanged 6
		SP:Iteration 44Q (35467.110000 sec): 3 clusters
  Score: Raw -537418.256797 + Penalty 2735.358758 = -534682.898038
  nChanged 7
		SP:Iteration 45Q (35467.300000 sec): 3 clusters
  Score: Raw -537422.758265 + Penalty 2735.358758 = -534687.399507
  nChanged 4
		SP:Iteration 46Q (35467.480000 sec): 3 clusters
  Score: Raw -537425.734896 + Penalty 2735.358758 = -534690.376138
  nChanged 6
		SP:Iteration 47Q (35467.640000 sec): 3 clusters
  Score: Raw -537430.308355 + Penalty 2735.358758 = -534694.949597
  nChanged 2
		SP:Iteration 48Q (35467.800000 sec): 3 clusters
  Score: Raw -537431.281468 + Penalty 2735.358758 = -534695.922710
  nChanged 0
		SP:Iteration 49F (35468.030000 sec): 3 clusters
  Score: Raw -537431.281468 + Penalty 2735.358758 = -534695.922710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35468.120000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35468.270000 sec): 3 clusters
  Score: Raw -166899.053848 + Penalty 2363.755094 = -164535.298754
  nChanged 455
		SP:Iteration 1F (35468.440000 sec): 3 clusters
  Score: Raw -167307.403786 + Penalty 2363.755094 = -164943.648692
  nChanged 148
		SP:Iteration 2F (35468.610000 sec): 3 clusters
  Score: Raw -167546.983410 + Penalty 2363.755094 = -165183.228317
  nChanged 105
		SP:Iteration 3F (35468.800000 sec): 3 clusters
  Score: Raw -167751.611452 + Penalty 2363.755094 = -165387.856358
  nChanged 92
		SP:Iteration 4F (35469.000000 sec): 3 clusters
  Score: Raw -167887.160122 + Penalty 2363.755094 = -165523.405028
  nChanged 61
		SP:Iteration 5Q (35469.160000 sec): 3 clusters
  Score: Raw -167949.484691 + Penalty 2363.755094 = -165585.729597
  nChanged 37
		SP:Iteration 6Q (35469.360000 sec): 3 clusters
  Score: Raw -167989.692806 + Penalty 2363.755094 = -165625.937713
  nChanged 31
		SP:Iteration 7Q (35469.520000 sec): 3 clusters
  Score: Raw -168015.738180 + Penalty 2363.755094 = -165651.983087
  nChanged 16
		SP:Iteration 8Q (35469.680000 sec): 3 clusters
  Score: Raw -168028.684592 + Penalty 2363.755094 = -165664.929498
  nChanged 12
		SP:Iteration 9Q (35469.880000 sec): 3 clusters
  Score: Raw -168038.368849 + Penalty 2363.755094 = -165674.613755
  nChanged 12
		SP:Iteration 10Q (35470.020000 sec): 3 clusters
  Score: Raw -168048.516903 + Penalty 2363.755094 = -165684.761810
  nChanged 11
		SP:Iteration 11Q (35470.180000 sec): 3 clusters
  Score: Raw -168056.775960 + Penalty 2363.755094 = -165693.020867
  nChanged 13
		SP:Iteration 12Q (35470.360000 sec): 3 clusters
  Score: Raw -168066.125028 + Penalty 2363.755094 = -165702.369934
  nChanged 11
		SP:Iteration 13Q (35470.580000 sec): 3 clusters
  Score: Raw -168078.238641 + Penalty 2363.755094 = -165714.483547
  nChanged 10
		SP:Iteration 14Q (35470.770000 sec): 3 clusters
  Score: Raw -168088.174919 + Penalty 2363.755094 = -165724.419825
  nChanged 11
		SP:Iteration 15Q (35470.930000 sec): 3 clusters
  Score: Raw -168096.830587 + Penalty 2363.755094 = -165733.075493
  nChanged 4
		SP:Iteration 16Q (35471.120000 sec): 3 clusters
  Score: Raw -168099.484955 + Penalty 2363.755094 = -165735.729861
  nChanged 4
		SP:Iteration 17Q (35471.300000 sec): 3 clusters
  Score: Raw -168103.322203 + Penalty 2363.755094 = -165739.567109
  nChanged 3
		SP:Iteration 18Q (35471.430000 sec): 3 clusters
  Score: Raw -168105.331537 + Penalty 2363.755094 = -165741.576443
  nChanged 6
		SP:Iteration 19Q (35471.600000 sec): 3 clusters
  Score: Raw -168110.738791 + Penalty 2363.755094 = -165746.983697
  nChanged 5
		SP:Iteration 20F (35471.780000 sec): 3 clusters
  Score: Raw -168115.783261 + Penalty 2363.755094 = -165752.028168
  nChanged 3
		SP:Iteration 21Q (35471.960000 sec): 3 clusters
  Score: Raw -168122.198049 + Penalty 2363.755094 = -165758.442955
  nChanged 3
		SP:Iteration 22Q (35472.170000 sec): 3 clusters
  Score: Raw -168125.471724 + Penalty 2363.755094 = -165761.716631
  nChanged 4
		SP:Iteration 23Q (35472.300000 sec): 3 clusters
  Score: Raw -168130.745931 + Penalty 2363.755094 = -165766.990837
  nChanged 4
		SP:Iteration 24Q (35472.450000 sec): 3 clusters
  Score: Raw -168134.063526 + Penalty 2363.755094 = -165770.308432
  nChanged 3
		SP:Iteration 25Q (35472.620000 sec): 3 clusters
  Score: Raw -168137.542440 + Penalty 2363.755094 = -165773.787346
  nChanged 2
		SP:Iteration 26Q (35472.780000 sec): 3 clusters
  Score: Raw -168139.532092 + Penalty 2363.755094 = -165775.776998
  nChanged 1
		SP:Iteration 27Q (35472.980000 sec): 3 clusters
  Score: Raw -168139.989443 + Penalty 2363.755094 = -165776.234350
  nChanged 1
		SP:Iteration 28Q (35473.170000 sec): 3 clusters
  Score: Raw -168140.582613 + Penalty 2363.755094 = -165776.827519
  nChanged 0
		SP:Iteration 29F (35473.320000 sec): 3 clusters
  Score: Raw -168140.582613 + Penalty 2363.755094 = -165776.827519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35473.440000 sec): 2 clusters
  Score: Raw -11518.325807 + Penalty 907.927907 = -10610.397900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35473.590000 sec): 3 clusters
  Score: Raw -11744.269792 + Penalty 1815.855814 = -9928.413978
  nChanged 71
		SP:Iteration 1F (35473.750000 sec): 3 clusters
  Score: Raw -12027.002977 + Penalty 1815.855814 = -10211.147164
  nChanged 24
		SP:Iteration 2F (35473.940000 sec): 3 clusters
  Score: Raw -12161.812295 + Penalty 1815.855814 = -10345.956481
  nChanged 11
		SP:Iteration 3Q (35474.100000 sec): 3 clusters
  Score: Raw -12286.870923 + Penalty 1815.855814 = -10471.015109
  nChanged 7
		SP:Iteration 4Q (35474.280000 sec): 3 clusters
  Score: Raw -12321.830320 + Penalty 1815.855814 = -10505.974506
  nChanged 3
		SP:Iteration 5Q (35474.470000 sec): 3 clusters
  Score: Raw -12338.539780 + Penalty 1815.855814 = -10522.683966
  nChanged 1
		SP:Iteration 6Q (35474.680000 sec): 3 clusters
  Score: Raw -12339.614275 + Penalty 1815.855814 = -10523.758462
  nChanged 1
		SP:Iteration 7Q (35474.850000 sec): 3 clusters
  Score: Raw -12342.882295 + Penalty 1815.855814 = -10527.026481
  nChanged 1
		SP:Iteration 8Q (35475.030000 sec): 3 clusters
  Score: Raw -12345.288492 + Penalty 1815.855814 = -10529.432678
  nChanged 1
		SP:Iteration 9Q (35475.200000 sec): 3 clusters
  Score: Raw -12355.144533 + Penalty 1815.855814 = -10539.288719
  nChanged 1
		SP:Iteration 10Q (35475.380000 sec): 3 clusters
  Score: Raw -12360.214437 + Penalty 1815.855814 = -10544.358623
  nChanged 2
		SP:Iteration 11Q (35475.570000 sec): 3 clusters
  Score: Raw -12362.740655 + Penalty 1815.855814 = -10546.884841
  nChanged 0
		SP:Iteration 12F (35475.770000 sec): 3 clusters
  Score: Raw -12372.803885 + Penalty 1815.855814 = -10556.948071
  nChanged 1
		SP:Iteration 13Q (35475.950000 sec): 3 clusters
  Score: Raw -12386.973522 + Penalty 1815.855814 = -10571.117708
  nChanged 0
		SP:Iteration 14F (35476.090000 sec): 3 clusters
  Score: Raw -12386.973522 + Penalty 1815.855814 = -10571.117708
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35476.220000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35476.350000 sec): 3 clusters
  Score: Raw -42202.781455 + Penalty 1938.163287 = -40264.618168
  nChanged 83
		SP:Iteration 1F (35476.530000 sec): 3 clusters
  Score: Raw -42359.826717 + Penalty 1938.163287 = -40421.663431
  nChanged 26
		SP:Iteration 2F (35476.700000 sec): 3 clusters
  Score: Raw -42435.828591 + Penalty 1938.163287 = -40497.665305
  nChanged 11
		SP:Iteration 3Q (35476.850000 sec): 3 clusters
  Score: Raw -42481.510237 + Penalty 1938.163287 = -40543.346950
  nChanged 18
		SP:Iteration 4Q (35476.990000 sec): 3 clusters
  Score: Raw -42519.498318 + Penalty 1938.163287 = -40581.335031
  nChanged 11
		SP:Iteration 5Q (35477.190000 sec): 3 clusters
  Score: Raw -42543.405624 + Penalty 1938.163287 = -40605.242337
  nChanged 7
		SP:Iteration 6Q (35477.350000 sec): 3 clusters
  Score: Raw -42558.064880 + Penalty 1938.163287 = -40619.901593
  nChanged 8
		SP:Iteration 7Q (35477.520000 sec): 3 clusters
  Score: Raw -42571.573741 + Penalty 1938.163287 = -40633.410454
  nChanged 4
		SP:Iteration 8Q (35477.680000 sec): 3 clusters
  Score: Raw -42577.759529 + Penalty 1938.163287 = -40639.596243
  nChanged 1
		SP:Iteration 9Q (35477.850000 sec): 3 clusters
  Score: Raw -42579.832616 + Penalty 1938.163287 = -40641.669329
  nChanged 1
		SP:Iteration 10Q (35478.020000 sec): 3 clusters
  Score: Raw -42585.683127 + Penalty 1938.163287 = -40647.519840
  nChanged 4
		SP:Iteration 11Q (35478.170000 sec): 3 clusters
  Score: Raw -42599.705335 + Penalty 1938.163287 = -40661.542048
  nChanged 5
		SP:Iteration 12Q (35478.310000 sec): 3 clusters
  Score: Raw -42641.437466 + Penalty 1938.163287 = -40703.274179
  nChanged 9
		SP:Iteration 13Q (35478.530000 sec): 3 clusters
  Score: Raw -42748.961816 + Penalty 1938.163287 = -40810.798529
  nChanged 7
		SP:Iteration 14Q (35478.710000 sec): 3 clusters
  Score: Raw -42800.667550 + Penalty 1938.163287 = -40862.504264
  nChanged 4
		SP:Iteration 15Q (35478.850000 sec): 3 clusters
  Score: Raw -42810.882585 + Penalty 1938.163287 = -40872.719299
  nChanged 3
		SP:Iteration 16Q (35478.980000 sec): 3 clusters
  Score: Raw -42815.449319 + Penalty 1938.163287 = -40877.286032
  nChanged 1
		SP:Iteration 17Q (35479.170000 sec): 3 clusters
  Score: Raw -42822.821865 + Penalty 1938.163287 = -40884.658578
  nChanged 2
		SP:Iteration 18Q (35479.310000 sec): 3 clusters
  Score: Raw -42827.705538 + Penalty 1938.163287 = -40889.542252
  nChanged 2
		SP:Iteration 19Q (35479.490000 sec): 3 clusters
  Score: Raw -42834.889341 + Penalty 1938.163287 = -40896.726054
  nChanged 0
		SP:Iteration 20F (35479.630000 sec): 3 clusters
  Score: Raw -42834.889341 + Penalty 1938.163287 = -40896.726054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35479.800000 sec): 2 clusters
  Score: Raw -2089777.966823 + Penalty 1585.373882 = -2088192.592941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35480.100000 sec): 3 clusters
  Score: Raw -2079467.623051 + Penalty 3170.747764 = -2076296.875287
  nChanged 7729
		SP:Iteration 1F (35480.350000 sec): 3 clusters
  Score: Raw -2083489.940849 + Penalty 3170.747764 = -2080319.193085
  nChanged 902
		SP:Iteration 2F (35480.610000 sec): 3 clusters
  Score: Raw -2083827.578849 + Penalty 3170.747764 = -2080656.831086
  nChanged 867
		SP:Iteration 3F (35480.850000 sec): 3 clusters
  Score: Raw -2084161.774266 + Penalty 3170.747764 = -2080991.026502
  nChanged 850
		SP:Iteration 4Q (35481.120000 sec): 3 clusters
  Score: Raw -2084516.232815 + Penalty 3170.747764 = -2081345.485052
  nChanged 874
		SP:Iteration 5F (35481.360000 sec): 3 clusters
  Score: Raw -2084923.889508 + Penalty 3170.747764 = -2081753.141745
  nChanged 925
		SP:Iteration 6F (35481.590000 sec): 3 clusters
  Score: Raw -2085437.579480 + Penalty 3170.747764 = -2082266.831716
  nChanged 1021
		SP:Iteration 7F (35481.860000 sec): 3 clusters
  Score: Raw -2086115.004815 + Penalty 3170.747764 = -2082944.257051
  nChanged 1054
		SP:Iteration 8F (35482.100000 sec): 3 clusters
  Score: Raw -2086913.979737 + Penalty 3170.747764 = -2083743.231974
  nChanged 1017
		SP:Iteration 9F (35482.320000 sec): 3 clusters
  Score: Raw -2087796.842100 + Penalty 3170.747764 = -2084626.094337
  nChanged 862
		SP:Iteration 10Q (35482.580000 sec): 3 clusters
  Score: Raw -2088578.971581 + Penalty 3170.747764 = -2085408.223818
  nChanged 631
		SP:Iteration 11Q (35482.840000 sec): 3 clusters
  Score: Raw -2089161.360137 + Penalty 3170.747764 = -2085990.612373
  nChanged 393
		SP:Iteration 12Q (35483.090000 sec): 3 clusters
  Score: Raw -2089513.523954 + Penalty 3170.747764 = -2086342.776190
  nChanged 217
		SP:Iteration 13Q (35483.320000 sec): 3 clusters
  Score: Raw -2089708.214407 + Penalty 3170.747764 = -2086537.466644
  nChanged 117
		SP:Iteration 14Q (35483.550000 sec): 3 clusters
  Score: Raw -2089812.068462 + Penalty 3170.747764 = -2086641.320698
  nChanged 62
		SP:Iteration 15Q (35483.770000 sec): 3 clusters
  Score: Raw -2089868.925348 + Penalty 3170.747764 = -2086698.177585
  nChanged 44
		SP:Iteration 16Q (35484.010000 sec): 3 clusters
  Score: Raw -2089904.959736 + Penalty 3170.747764 = -2086734.211972
  nChanged 30
		SP:Iteration 17Q (35484.220000 sec): 3 clusters
  Score: Raw -2089932.747235 + Penalty 3170.747764 = -2086761.999472
  nChanged 25
		SP:Iteration 18Q (35484.480000 sec): 3 clusters
  Score: Raw -2089953.341416 + Penalty 3170.747764 = -2086782.593652
  nChanged 16
		SP:Iteration 19Q (35484.710000 sec): 3 clusters
  Score: Raw -2089963.847467 + Penalty 3170.747764 = -2086793.099704
  nChanged 10
		SP:Iteration 20F (35484.940000 sec): 3 clusters
  Score: Raw -2089972.466098 + Penalty 3170.747764 = -2086801.718334
  nChanged 9
		SP:Iteration 21Q (35485.200000 sec): 3 clusters
  Score: Raw -2089985.890691 + Penalty 3170.747764 = -2086815.142927
  nChanged 9
		SP:Iteration 22Q (35485.380000 sec): 3 clusters
  Score: Raw -2089993.893514 + Penalty 3170.747764 = -2086823.145750
  nChanged 6
		SP:Iteration 23Q (35485.630000 sec): 3 clusters
  Score: Raw -2089998.648796 + Penalty 3170.747764 = -2086827.901033
  nChanged 3
		SP:Iteration 24Q (35485.840000 sec): 3 clusters
  Score: Raw -2090001.731059 + Penalty 3170.747764 = -2086830.983296
  nChanged 2
		SP:Iteration 25Q (35486.100000 sec): 3 clusters
  Score: Raw -2090003.642121 + Penalty 3170.747764 = -2086832.894358
  nChanged 2
		SP:Iteration 26Q (35486.310000 sec): 3 clusters
  Score: Raw -2090005.032579 + Penalty 3170.747764 = -2086834.284815
  nChanged 2
		SP:Iteration 27Q (35486.540000 sec): 3 clusters
  Score: Raw -2090006.557564 + Penalty 3170.747764 = -2086835.809801
  nChanged 0
		SP:Iteration 28F (35486.800000 sec): 3 clusters
  Score: Raw -2090006.557564 + Penalty 3170.747764 = -2086835.809801
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35486.910000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35487.060000 sec): 3 clusters
  Score: Raw -61465.865506 + Penalty 2045.361266 = -59420.504241
  nChanged 137
		SP:Iteration 1F (35487.270000 sec): 3 clusters
  Score: Raw -61731.439736 + Penalty 2045.361266 = -59686.078470
  nChanged 53
		SP:Iteration 2F (35487.420000 sec): 3 clusters
  Score: Raw -61852.907556 + Penalty 2045.361266 = -59807.546290
  nChanged 27
		SP:Iteration 3Q (35487.640000 sec): 3 clusters
  Score: Raw -61901.489559 + Penalty 2045.361266 = -59856.128293
  nChanged 10
		SP:Iteration 4Q (35487.770000 sec): 3 clusters
  Score: Raw -61920.398646 + Penalty 2045.361266 = -59875.037380
  nChanged 5
		SP:Iteration 5Q (35487.960000 sec): 3 clusters
  Score: Raw -61930.273818 + Penalty 2045.361266 = -59884.912553
  nChanged 1
		SP:Iteration 6Q (35488.130000 sec): 3 clusters
  Score: Raw -61932.496340 + Penalty 2045.361266 = -59887.135075
  nChanged 1
		SP:Iteration 7Q (35488.270000 sec): 3 clusters
  Score: Raw -61933.078939 + Penalty 2045.361266 = -59887.717673
  nChanged 0
		SP:Iteration 8F (35488.430000 sec): 3 clusters
  Score: Raw -61933.078939 + Penalty 2045.361266 = -59887.717673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35488.570000 sec): 2 clusters
  Score: Raw -1717204.708425 + Penalty 1560.189394 = -1715644.519031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35488.820000 sec): 3 clusters
  Score: Raw -1708478.653514 + Penalty 3120.378789 = -1705358.274725
  nChanged 6659
		SP:Iteration 1F (35489.050000 sec): 3 clusters
  Score: Raw -1712198.867702 + Penalty 3120.378789 = -1709078.488913
  nChanged 929
		SP:Iteration 2F (35489.290000 sec): 3 clusters
  Score: Raw -1712601.950155 + Penalty 3120.378789 = -1709481.571366
  nChanged 814
		SP:Iteration 3F (35489.520000 sec): 3 clusters
  Score: Raw -1712960.010440 + Penalty 3120.378789 = -1709839.631651
  nChanged 735
		SP:Iteration 4Q (35489.740000 sec): 3 clusters
  Score: Raw -1713344.373116 + Penalty 3120.378789 = -1710223.994327
  nChanged 721
		SP:Iteration 5Q (35489.990000 sec): 3 clusters
  Score: Raw -1713737.609224 + Penalty 3120.378789 = -1710617.230435
  nChanged 683
		SP:Iteration 6Q (35490.190000 sec): 3 clusters
  Score: Raw -1714162.777781 + Penalty 3120.378789 = -1711042.398992
  nChanged 738
		SP:Iteration 7Q (35490.470000 sec): 3 clusters
  Score: Raw -1714650.864206 + Penalty 3120.378789 = -1711530.485418
  nChanged 707
		SP:Iteration 8Q (35490.650000 sec): 3 clusters
  Score: Raw -1715123.366994 + Penalty 3120.378789 = -1712002.988206
  nChanged 649
		SP:Iteration 9Q (35490.890000 sec): 3 clusters
  Score: Raw -1715589.272018 + Penalty 3120.378789 = -1712468.893229
  nChanged 625
		SP:Iteration 10Q (35491.110000 sec): 3 clusters
  Score: Raw -1716050.421137 + Penalty 3120.378789 = -1712930.042348
  nChanged 547
		SP:Iteration 11Q (35491.350000 sec): 3 clusters
  Score: Raw -1716491.398753 + Penalty 3120.378789 = -1713371.019965
  nChanged 442
		SP:Iteration 12Q (35491.570000 sec): 3 clusters
  Score: Raw -1716870.682714 + Penalty 3120.378789 = -1713750.303925
  nChanged 330
		SP:Iteration 13Q (35491.800000 sec): 3 clusters
  Score: Raw -1717163.848483 + Penalty 3120.378789 = -1714043.469694
  nChanged 192
		SP:Iteration 14Q (35492.030000 sec): 3 clusters
  Score: Raw -1717324.911490 + Penalty 3120.378789 = -1714204.532702
  nChanged 110
		SP:Iteration 15Q (35492.270000 sec): 3 clusters
  Score: Raw -1717413.701131 + Penalty 3120.378789 = -1714293.322342
  nChanged 81
		SP:Iteration 16Q (35492.490000 sec): 3 clusters
  Score: Raw -1717467.117299 + Penalty 3120.378789 = -1714346.738510
  nChanged 58
		SP:Iteration 17Q (35492.730000 sec): 3 clusters
  Score: Raw -1717504.719103 + Penalty 3120.378789 = -1714384.340315
  nChanged 45
		SP:Iteration 18Q (35492.930000 sec): 3 clusters
  Score: Raw -1717527.336550 + Penalty 3120.378789 = -1714406.957762
  nChanged 28
		SP:Iteration 19Q (35493.150000 sec): 3 clusters
  Score: Raw -1717542.725041 + Penalty 3120.378789 = -1714422.346252
  nChanged 25
		SP:Iteration 20F (35493.370000 sec): 3 clusters
  Score: Raw -1717558.541741 + Penalty 3120.378789 = -1714438.162953
  nChanged 22
		SP:Iteration 21Q (35493.630000 sec): 3 clusters
  Score: Raw -1717570.134831 + Penalty 3120.378789 = -1714449.756042
  nChanged 25
		SP:Iteration 22Q (35493.870000 sec): 3 clusters
  Score: Raw -1717580.313008 + Penalty 3120.378789 = -1714459.934219
  nChanged 21
		SP:Iteration 23Q (35494.110000 sec): 3 clusters
  Score: Raw -1717590.899134 + Penalty 3120.378789 = -1714470.520346
  nChanged 14
		SP:Iteration 24Q (35494.330000 sec): 3 clusters
  Score: Raw -1717599.084003 + Penalty 3120.378789 = -1714478.705215
  nChanged 15
		SP:Iteration 25Q (35494.550000 sec): 3 clusters
  Score: Raw -1717605.755111 + Penalty 3120.378789 = -1714485.376322
  nChanged 9
		SP:Iteration 26Q (35494.770000 sec): 3 clusters
  Score: Raw -1717612.328409 + Penalty 3120.378789 = -1714491.949620
  nChanged 9
		SP:Iteration 27Q (35495.010000 sec): 3 clusters
  Score: Raw -1717617.400144 + Penalty 3120.378789 = -1714497.021355
  nChanged 3
		SP:Iteration 28Q (35495.230000 sec): 3 clusters
  Score: Raw -1717618.656197 + Penalty 3120.378789 = -1714498.277408
  nChanged 4
		SP:Iteration 29Q (35495.430000 sec): 3 clusters
  Score: Raw -1717620.424644 + Penalty 3120.378789 = -1714500.045855
  nChanged 3
		SP:Iteration 30Q (35495.660000 sec): 3 clusters
  Score: Raw -1717621.534896 + Penalty 3120.378789 = -1714501.156107
  nChanged 0
		SP:Iteration 31F (35495.890000 sec): 3 clusters
  Score: Raw -1717621.534896 + Penalty 3120.378789 = -1714501.156107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35496.020000 sec): 2 clusters
  Score: Raw -221100.911622 + Penalty 1234.658417 = -219866.253205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35496.220000 sec): 3 clusters
  Score: Raw -220206.213279 + Penalty 2469.316834 = -217736.896445
  nChanged 731
		SP:Iteration 1F (35496.390000 sec): 3 clusters
  Score: Raw -220684.717402 + Penalty 2469.316834 = -218215.400568
  nChanged 165
		SP:Iteration 2F (35496.550000 sec): 3 clusters
  Score: Raw -220815.832610 + Penalty 2469.316834 = -218346.515776
  nChanged 97
		SP:Iteration 3Q (35496.710000 sec): 3 clusters
  Score: Raw -220908.923336 + Penalty 2469.316834 = -218439.606502
  nChanged 96
		SP:Iteration 4Q (35496.930000 sec): 3 clusters
  Score: Raw -220986.078294 + Penalty 2469.316834 = -218516.761460
  nChanged 72
		SP:Iteration 5Q (35497.050000 sec): 3 clusters
  Score: Raw -221041.629870 + Penalty 2469.316834 = -218572.313036
  nChanged 54
		SP:Iteration 6Q (35497.220000 sec): 3 clusters
  Score: Raw -221084.379410 + Penalty 2469.316834 = -218615.062576
  nChanged 48
		SP:Iteration 7Q (35497.370000 sec): 3 clusters
  Score: Raw -221130.099649 + Penalty 2469.316834 = -218660.782816
  nChanged 63
		SP:Iteration 8Q (35497.510000 sec): 3 clusters
  Score: Raw -221186.332456 + Penalty 2469.316834 = -218717.015622
  nChanged 59
		SP:Iteration 9Q (35497.650000 sec): 3 clusters
  Score: Raw -221231.050132 + Penalty 2469.316834 = -218761.733298
  nChanged 61
		SP:Iteration 10Q (35497.790000 sec): 3 clusters
  Score: Raw -221287.864778 + Penalty 2469.316834 = -218818.547945
  nChanged 58
		SP:Iteration 11Q (35497.940000 sec): 3 clusters
  Score: Raw -221337.301954 + Penalty 2469.316834 = -218867.985121
  nChanged 55
		SP:Iteration 12Q (35498.130000 sec): 3 clusters
  Score: Raw -221389.588930 + Penalty 2469.316834 = -218920.272096
  nChanged 52
		SP:Iteration 13Q (35498.310000 sec): 3 clusters
  Score: Raw -221444.486099 + Penalty 2469.316834 = -218975.169266
  nChanged 47
		SP:Iteration 14Q (35498.470000 sec): 3 clusters
  Score: Raw -221487.907220 + Penalty 2469.316834 = -219018.590386
  nChanged 37
		SP:Iteration 15Q (35498.610000 sec): 3 clusters
  Score: Raw -221524.952332 + Penalty 2469.316834 = -219055.635499
  nChanged 32
		SP:Iteration 16Q (35498.730000 sec): 3 clusters
  Score: Raw -221553.916880 + Penalty 2469.316834 = -219084.600046
  nChanged 26
		SP:Iteration 17Q (35498.950000 sec): 3 clusters
  Score: Raw -221572.320060 + Penalty 2469.316834 = -219103.003226
  nChanged 12
		SP:Iteration 18Q (35499.120000 sec): 3 clusters
  Score: Raw -221581.775635 + Penalty 2469.316834 = -219112.458801
  nChanged 15
		SP:Iteration 19Q (35499.260000 sec): 3 clusters
  Score: Raw -221595.058591 + Penalty 2469.316834 = -219125.741757
  nChanged 12
		SP:Iteration 20F (35499.430000 sec): 3 clusters
  Score: Raw -221603.439010 + Penalty 2469.316834 = -219134.122176
  nChanged 10
		SP:Iteration 21Q (35499.650000 sec): 3 clusters
  Score: Raw -221608.821891 + Penalty 2469.316834 = -219139.505057
  nChanged 6
		SP:Iteration 22Q (35499.840000 sec): 3 clusters
  Score: Raw -221612.834307 + Penalty 2469.316834 = -219143.517473
  nChanged 5
		SP:Iteration 23Q (35499.970000 sec): 3 clusters
  Score: Raw -221617.182450 + Penalty 2469.316834 = -219147.865617
  nChanged 6
		SP:Iteration 24Q (35500.160000 sec): 3 clusters
  Score: Raw -221621.538018 + Penalty 2469.316834 = -219152.221184
  nChanged 8
		SP:Iteration 25Q (35500.360000 sec): 3 clusters
  Score: Raw -221627.508138 + Penalty 2469.316834 = -219158.191304
  nChanged 6
		SP:Iteration 26Q (35500.500000 sec): 3 clusters
  Score: Raw -221634.120175 + Penalty 2469.316834 = -219164.803341
  nChanged 9
		SP:Iteration 27Q (35500.670000 sec): 3 clusters
  Score: Raw -221641.445878 + Penalty 2469.316834 = -219172.129044
  nChanged 6
		SP:Iteration 28Q (35500.860000 sec): 3 clusters
  Score: Raw -221645.747266 + Penalty 2469.316834 = -219176.430432
  nChanged 7
		SP:Iteration 29Q (35501.050000 sec): 3 clusters
  Score: Raw -221651.910718 + Penalty 2469.316834 = -219182.593884
  nChanged 4
		SP:Iteration 30Q (35501.190000 sec): 3 clusters
  Score: Raw -221654.540880 + Penalty 2469.316834 = -219185.224046
  nChanged 4
		SP:Iteration 31Q (35501.370000 sec): 3 clusters
  Score: Raw -221656.433878 + Penalty 2469.316834 = -219187.117044
  nChanged 2
		SP:Iteration 32Q (35501.540000 sec): 3 clusters
  Score: Raw -221658.730579 + Penalty 2469.316834 = -219189.413745
  nChanged 3
		SP:Iteration 33Q (35501.700000 sec): 3 clusters
  Score: Raw -221660.233123 + Penalty 2469.316834 = -219190.916290
  nChanged 1
		SP:Iteration 34Q (35501.860000 sec): 3 clusters
  Score: Raw -221660.678406 + Penalty 2469.316834 = -219191.361572
  nChanged 0
		SP:Iteration 35F (35502.010000 sec): 3 clusters
  Score: Raw -221660.678406 + Penalty 2469.316834 = -219191.361572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35502.130000 sec): 2 clusters
  Score: Raw -1101999.404184 + Penalty 1486.608269 = -1100512.795915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35502.370000 sec): 3 clusters
  Score: Raw -1096700.585637 + Penalty 2973.216538 = -1093727.369098
  nChanged 4064
		SP:Iteration 1F (35502.590000 sec): 3 clusters
  Score: Raw -1099017.306379 + Penalty 2973.216538 = -1096044.089840
  nChanged 719
		SP:Iteration 2F (35502.780000 sec): 3 clusters
  Score: Raw -1099471.513650 + Penalty 2973.216538 = -1096498.297111
  nChanged 696
		SP:Iteration 3F (35503.000000 sec): 3 clusters
  Score: Raw -1099983.261183 + Penalty 2973.216538 = -1097010.044645
  nChanged 678
		SP:Iteration 4F (35503.180000 sec): 3 clusters
  Score: Raw -1100551.862448 + Penalty 2973.216538 = -1097578.645910
  nChanged 624
		SP:Iteration 5F (35503.360000 sec): 3 clusters
  Score: Raw -1101146.244184 + Penalty 2973.216538 = -1098173.027646
  nChanged 539
		SP:Iteration 6F (35503.570000 sec): 3 clusters
  Score: Raw -1101582.672848 + Penalty 2973.216538 = -1098609.456310
  nChanged 394
		SP:Iteration 7Q (35503.820000 sec): 3 clusters
  Score: Raw -1101852.515383 + Penalty 2973.216538 = -1098879.298844
  nChanged 313
		SP:Iteration 8Q (35503.990000 sec): 3 clusters
  Score: Raw -1102057.388808 + Penalty 2973.216538 = -1099084.172270
  nChanged 256
		SP:Iteration 9Q (35504.200000 sec): 3 clusters
  Score: Raw -1102231.747297 + Penalty 2973.216538 = -1099258.530758
  nChanged 197
		SP:Iteration 10Q (35504.430000 sec): 3 clusters
  Score: Raw -1102364.869773 + Penalty 2973.216538 = -1099391.653235
  nChanged 167
		SP:Iteration 11Q (35504.660000 sec): 3 clusters
  Score: Raw -1102446.187595 + Penalty 2973.216538 = -1099472.971056
  nChanged 110
		SP:Iteration 12Q (35504.830000 sec): 3 clusters
  Score: Raw -1102498.092309 + Penalty 2973.216538 = -1099524.875771
  nChanged 95
		SP:Iteration 13Q (35505.070000 sec): 3 clusters
  Score: Raw -1102539.925204 + Penalty 2973.216538 = -1099566.708665
  nChanged 76
		SP:Iteration 14Q (35505.280000 sec): 3 clusters
  Score: Raw -1102569.342491 + Penalty 2973.216538 = -1099596.125952
  nChanged 56
		SP:Iteration 15Q (35505.500000 sec): 3 clusters
  Score: Raw -1102591.364843 + Penalty 2973.216538 = -1099618.148305
  nChanged 66
		SP:Iteration 16Q (35505.700000 sec): 3 clusters
  Score: Raw -1102616.422326 + Penalty 2973.216538 = -1099643.205788
  nChanged 54
		SP:Iteration 17Q (35505.930000 sec): 3 clusters
  Score: Raw -1102634.181785 + Penalty 2973.216538 = -1099660.965246
  nChanged 48
		SP:Iteration 18Q (35506.130000 sec): 3 clusters
  Score: Raw -1102650.310559 + Penalty 2973.216538 = -1099677.094020
  nChanged 43
		SP:Iteration 19Q (35506.310000 sec): 3 clusters
  Score: Raw -1102664.890302 + Penalty 2973.216538 = -1099691.673764
  nChanged 41
		SP:Iteration 20F (35506.520000 sec): 3 clusters
  Score: Raw -1102684.468559 + Penalty 2973.216538 = -1099711.252020
  nChanged 42
		SP:Iteration 21Q (35506.770000 sec): 3 clusters
  Score: Raw -1102700.638028 + Penalty 2973.216538 = -1099727.421490
  nChanged 41
		SP:Iteration 22Q (35506.970000 sec): 3 clusters
  Score: Raw -1102715.947567 + Penalty 2973.216538 = -1099742.731028
  nChanged 33
		SP:Iteration 23Q (35507.170000 sec): 3 clusters
  Score: Raw -1102730.318230 + Penalty 2973.216538 = -1099757.101692
  nChanged 37
		SP:Iteration 24Q (35507.420000 sec): 3 clusters
  Score: Raw -1102743.341833 + Penalty 2973.216538 = -1099770.125295
  nChanged 31
		SP:Iteration 25Q (35507.650000 sec): 3 clusters
  Score: Raw -1102757.625895 + Penalty 2973.216538 = -1099784.409357
  nChanged 38
		SP:Iteration 26Q (35507.820000 sec): 3 clusters
  Score: Raw -1102773.698956 + Penalty 2973.216538 = -1099800.482418
  nChanged 40
		SP:Iteration 27Q (35508.020000 sec): 3 clusters
  Score: Raw -1102791.257449 + Penalty 2973.216538 = -1099818.040910
  nChanged 31
		SP:Iteration 28Q (35508.230000 sec): 3 clusters
  Score: Raw -1102803.831737 + Penalty 2973.216538 = -1099830.615199
  nChanged 21
		SP:Iteration 29Q (35508.400000 sec): 3 clusters
  Score: Raw -1102811.516487 + Penalty 2973.216538 = -1099838.299949
  nChanged 21
		SP:Iteration 30Q (35508.620000 sec): 3 clusters
  Score: Raw -1102817.121625 + Penalty 2973.216538 = -1099843.905086
  nChanged 20
		SP:Iteration 31Q (35508.790000 sec): 3 clusters
  Score: Raw -1102823.870593 + Penalty 2973.216538 = -1099850.654055
  nChanged 20
		SP:Iteration 32Q (35508.990000 sec): 3 clusters
  Score: Raw -1102829.682823 + Penalty 2973.216538 = -1099856.466284
  nChanged 13
		SP:Iteration 33Q (35509.210000 sec): 3 clusters
  Score: Raw -1102833.599915 + Penalty 2973.216538 = -1099860.383376
  nChanged 9
		SP:Iteration 34Q (35509.380000 sec): 3 clusters
  Score: Raw -1102837.065458 + Penalty 2973.216538 = -1099863.848920
  nChanged 12
		SP:Iteration 35Q (35509.600000 sec): 3 clusters
  Score: Raw -1102840.502337 + Penalty 2973.216538 = -1099867.285799
  nChanged 10
		SP:Iteration 36Q (35509.810000 sec): 3 clusters
  Score: Raw -1102842.871044 + Penalty 2973.216538 = -1099869.654506
  nChanged 12
		SP:Iteration 37Q (35510.010000 sec): 3 clusters
  Score: Raw -1102846.324449 + Penalty 2973.216538 = -1099873.107910
  nChanged 15
		SP:Iteration 38Q (35510.230000 sec): 3 clusters
  Score: Raw -1102852.136832 + Penalty 2973.216538 = -1099878.920293
  nChanged 12
		SP:Iteration 39Q (35510.450000 sec): 3 clusters
  Score: Raw -1102854.646197 + Penalty 2973.216538 = -1099881.429658
  nChanged 7
		SP:Iteration 40F (35510.640000 sec): 3 clusters
  Score: Raw -1102856.552111 + Penalty 2973.216538 = -1099883.335573
  nChanged 7
		SP:Iteration 41Q (35510.860000 sec): 3 clusters
  Score: Raw -1102858.829927 + Penalty 2973.216538 = -1099885.613389
  nChanged 8
		SP:Iteration 42Q (35511.040000 sec): 3 clusters
  Score: Raw -1102860.766310 + Penalty 2973.216538 = -1099887.549772
  nChanged 10
		SP:Iteration 43Q (35511.250000 sec): 3 clusters
  Score: Raw -1102862.571931 + Penalty 2973.216538 = -1099889.355392
  nChanged 7
		SP:Iteration 44Q (35511.420000 sec): 3 clusters
  Score: Raw -1102864.063159 + Penalty 2973.216538 = -1099890.846621
  nChanged 1
		SP:Iteration 45Q (35511.610000 sec): 3 clusters
  Score: Raw -1102864.452203 + Penalty 2973.216538 = -1099891.235665
  nChanged 3
		SP:Iteration 46Q (35511.860000 sec): 3 clusters
  Score: Raw -1102865.572355 + Penalty 2973.216538 = -1099892.355817
  nChanged 0
		SP:Iteration 47F (35512.030000 sec): 3 clusters
  Score: Raw -1102865.572355 + Penalty 2973.216538 = -1099892.355817
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35512.150000 sec): 2 clusters
  Score: Raw -374905.536318 + Penalty 1308.446438 = -373597.089881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35512.320000 sec): 3 clusters
  Score: Raw -373455.914877 + Penalty 2616.892876 = -370839.022002
  nChanged 1197
		SP:Iteration 1F (35512.550000 sec): 3 clusters
  Score: Raw -374091.399859 + Penalty 2616.892876 = -371474.506983
  nChanged 219
		SP:Iteration 2F (35512.710000 sec): 3 clusters
  Score: Raw -374235.075552 + Penalty 2616.892876 = -371618.182676
  nChanged 159
		SP:Iteration 3F (35512.890000 sec): 3 clusters
  Score: Raw -374338.381504 + Penalty 2616.892876 = -371721.488628
  nChanged 130
		SP:Iteration 4Q (35513.040000 sec): 3 clusters
  Score: Raw -374420.709144 + Penalty 2616.892876 = -371803.816268
  nChanged 118
		SP:Iteration 5Q (35513.200000 sec): 3 clusters
  Score: Raw -374479.593931 + Penalty 2616.892876 = -371862.701055
  nChanged 88
		SP:Iteration 6Q (35513.370000 sec): 3 clusters
  Score: Raw -374519.217657 + Penalty 2616.892876 = -371902.324781
  nChanged 72
		SP:Iteration 7Q (35513.530000 sec): 3 clusters
  Score: Raw -374554.633850 + Penalty 2616.892876 = -371937.740975
  nChanged 59
		SP:Iteration 8Q (35513.730000 sec): 3 clusters
  Score: Raw -374583.321085 + Penalty 2616.892876 = -371966.428209
  nChanged 52
		SP:Iteration 9Q (35513.930000 sec): 3 clusters
  Score: Raw -374609.205356 + Penalty 2616.892876 = -371992.312480
  nChanged 50
		SP:Iteration 10Q (35514.100000 sec): 3 clusters
  Score: Raw -374632.713547 + Penalty 2616.892876 = -372015.820672
  nChanged 56
		SP:Iteration 11Q (35514.270000 sec): 3 clusters
  Score: Raw -374667.498490 + Penalty 2616.892876 = -372050.605614
  nChanged 56
		SP:Iteration 12Q (35514.440000 sec): 3 clusters
  Score: Raw -374692.692961 + Penalty 2616.892876 = -372075.800085
  nChanged 47
		SP:Iteration 13Q (35514.610000 sec): 3 clusters
  Score: Raw -374718.854035 + Penalty 2616.892876 = -372101.961160
  nChanged 37
		SP:Iteration 14Q (35514.800000 sec): 3 clusters
  Score: Raw -374739.749063 + Penalty 2616.892876 = -372122.856187
  nChanged 42
		SP:Iteration 15Q (35515.010000 sec): 3 clusters
  Score: Raw -374758.374028 + Penalty 2616.892876 = -372141.481152
  nChanged 40
		SP:Iteration 16Q (35515.190000 sec): 3 clusters
  Score: Raw -374776.796762 + Penalty 2616.892876 = -372159.903887
  nChanged 44
		SP:Iteration 17Q (35515.370000 sec): 3 clusters
  Score: Raw -374795.366841 + Penalty 2616.892876 = -372178.473965
  nChanged 31
		SP:Iteration 18Q (35515.570000 sec): 3 clusters
  Score: Raw -374808.669127 + Penalty 2616.892876 = -372191.776252
  nChanged 28
		SP:Iteration 19Q (35515.710000 sec): 3 clusters
  Score: Raw -374823.644412 + Penalty 2616.892876 = -372206.751536
  nChanged 26
		SP:Iteration 20F (35515.890000 sec): 3 clusters
  Score: Raw -374836.472460 + Penalty 2616.892876 = -372219.579584
  nChanged 34
		SP:Iteration 21Q (35516.090000 sec): 3 clusters
  Score: Raw -374852.678757 + Penalty 2616.892876 = -372235.785881
  nChanged 21
		SP:Iteration 22Q (35516.250000 sec): 3 clusters
  Score: Raw -374860.478041 + Penalty 2616.892876 = -372243.585165
  nChanged 23
		SP:Iteration 23Q (35516.420000 sec): 3 clusters
  Score: Raw -374868.711787 + Penalty 2616.892876 = -372251.818912
  nChanged 22
		SP:Iteration 24Q (35516.620000 sec): 3 clusters
  Score: Raw -374876.966172 + Penalty 2616.892876 = -372260.073296
  nChanged 20
		SP:Iteration 25Q (35516.780000 sec): 3 clusters
  Score: Raw -374882.594230 + Penalty 2616.892876 = -372265.701355
  nChanged 12
		SP:Iteration 26Q (35516.980000 sec): 3 clusters
  Score: Raw -374886.569172 + Penalty 2616.892876 = -372269.676296
  nChanged 13
		SP:Iteration 27Q (35517.150000 sec): 3 clusters
  Score: Raw -374891.150725 + Penalty 2616.892876 = -372274.257850
  nChanged 13
		SP:Iteration 28Q (35517.310000 sec): 3 clusters
  Score: Raw -374895.401278 + Penalty 2616.892876 = -372278.508402
  nChanged 9
		SP:Iteration 29Q (35517.490000 sec): 3 clusters
  Score: Raw -374898.387666 + Penalty 2616.892876 = -372281.494790
  nChanged 8
		SP:Iteration 30Q (35517.650000 sec): 3 clusters
  Score: Raw -374900.903033 + Penalty 2616.892876 = -372284.010158
  nChanged 6
		SP:Iteration 31Q (35517.850000 sec): 3 clusters
  Score: Raw -374902.716132 + Penalty 2616.892876 = -372285.823257
  nChanged 5
		SP:Iteration 32Q (35518.040000 sec): 3 clusters
  Score: Raw -374904.259926 + Penalty 2616.892876 = -372287.367051
  nChanged 3
		SP:Iteration 33Q (35518.210000 sec): 3 clusters
  Score: Raw -374905.018758 + Penalty 2616.892876 = -372288.125883
  nChanged 3
		SP:Iteration 34Q (35518.380000 sec): 3 clusters
  Score: Raw -374906.021618 + Penalty 2616.892876 = -372289.128742
  nChanged 2
		SP:Iteration 35Q (35518.590000 sec): 3 clusters
  Score: Raw -374906.370422 + Penalty 2616.892876 = -372289.477546
  nChanged 1
		SP:Iteration 36Q (35518.760000 sec): 3 clusters
  Score: Raw -374906.624129 + Penalty 2616.892876 = -372289.731253
  nChanged 0
		SP:Iteration 37F (35518.940000 sec): 3 clusters
  Score: Raw -374906.624129 + Penalty 2616.892876 = -372289.731253
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35519.090000 sec): 2 clusters
  Score: Raw -1249661.685252 + Penalty 1505.242000 = -1248156.443252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35519.290000 sec): 3 clusters
  Score: Raw -1243654.020870 + Penalty 3010.484001 = -1240643.536870
  nChanged 4597
		SP:Iteration 1F (35519.530000 sec): 3 clusters
  Score: Raw -1246238.747503 + Penalty 3010.484001 = -1243228.263503
  nChanged 677
		SP:Iteration 2F (35519.760000 sec): 3 clusters
  Score: Raw -1246579.463851 + Penalty 3010.484001 = -1243568.979851
  nChanged 596
		SP:Iteration 3F (35519.980000 sec): 3 clusters
  Score: Raw -1246919.674754 + Penalty 3010.484001 = -1243909.190753
  nChanged 605
		SP:Iteration 4F (35520.210000 sec): 3 clusters
  Score: Raw -1247287.052009 + Penalty 3010.484001 = -1244276.568008
  nChanged 550
		SP:Iteration 5F (35520.400000 sec): 3 clusters
  Score: Raw -1247593.638836 + Penalty 3010.484001 = -1244583.154835
  nChanged 520
		SP:Iteration 6Q (35520.610000 sec): 3 clusters
  Score: Raw -1247870.835805 + Penalty 3010.484001 = -1244860.351805
  nChanged 474
		SP:Iteration 7Q (35520.810000 sec): 3 clusters
  Score: Raw -1248126.074522 + Penalty 3010.484001 = -1245115.590521
  nChanged 446
		SP:Iteration 8Q (35521.050000 sec): 3 clusters
  Score: Raw -1248353.356552 + Penalty 3010.484001 = -1245342.872551
  nChanged 389
		SP:Iteration 9Q (35521.240000 sec): 3 clusters
  Score: Raw -1248554.222248 + Penalty 3010.484001 = -1245543.738248
  nChanged 335
		SP:Iteration 10Q (35521.460000 sec): 3 clusters
  Score: Raw -1248720.550103 + Penalty 3010.484001 = -1245710.066103
  nChanged 293
		SP:Iteration 11Q (35521.670000 sec): 3 clusters
  Score: Raw -1248878.357279 + Penalty 3010.484001 = -1245867.873279
  nChanged 284
		SP:Iteration 12Q (35521.900000 sec): 3 clusters
  Score: Raw -1249047.706473 + Penalty 3010.484001 = -1246037.222472
  nChanged 261
		SP:Iteration 13Q (35522.130000 sec): 3 clusters
  Score: Raw -1249222.038576 + Penalty 3010.484001 = -1246211.554575
  nChanged 254
		SP:Iteration 14Q (35522.350000 sec): 3 clusters
  Score: Raw -1249395.804257 + Penalty 3010.484001 = -1246385.320257
  nChanged 234
		SP:Iteration 15Q (35522.540000 sec): 3 clusters
  Score: Raw -1249553.423723 + Penalty 3010.484001 = -1246542.939723
  nChanged 214
		SP:Iteration 16Q (35522.770000 sec): 3 clusters
  Score: Raw -1249679.155339 + Penalty 3010.484001 = -1246668.671338
  nChanged 171
		SP:Iteration 17Q (35522.950000 sec): 3 clusters
  Score: Raw -1249769.531560 + Penalty 3010.484001 = -1246759.047559
  nChanged 148
		SP:Iteration 18Q (35523.150000 sec): 3 clusters
  Score: Raw -1249871.279382 + Penalty 3010.484001 = -1246860.795382
  nChanged 152
		SP:Iteration 19Q (35523.340000 sec): 3 clusters
  Score: Raw -1249978.192696 + Penalty 3010.484001 = -1246967.708695
  nChanged 127
		SP:Iteration 20F (35523.530000 sec): 3 clusters
  Score: Raw -1250068.489925 + Penalty 3010.484001 = -1247058.005924
  nChanged 118
		SP:Iteration 21Q (35523.740000 sec): 3 clusters
  Score: Raw -1250142.715542 + Penalty 3010.484001 = -1247132.231541
  nChanged 109
		SP:Iteration 22Q (35523.970000 sec): 3 clusters
  Score: Raw -1250201.325821 + Penalty 3010.484001 = -1247190.841821
  nChanged 87
		SP:Iteration 23Q (35524.150000 sec): 3 clusters
  Score: Raw -1250247.785767 + Penalty 3010.484001 = -1247237.301766
  nChanged 68
		SP:Iteration 24Q (35524.390000 sec): 3 clusters
  Score: Raw -1250278.293979 + Penalty 3010.484001 = -1247267.809978
  nChanged 68
		SP:Iteration 25Q (35524.570000 sec): 3 clusters
  Score: Raw -1250308.084680 + Penalty 3010.484001 = -1247297.600679
  nChanged 74
		SP:Iteration 26Q (35524.790000 sec): 3 clusters
  Score: Raw -1250339.759540 + Penalty 3010.484001 = -1247329.275539
  nChanged 56
		SP:Iteration 27Q (35524.950000 sec): 3 clusters
  Score: Raw -1250363.329997 + Penalty 3010.484001 = -1247352.845996
  nChanged 52
		SP:Iteration 28Q (35525.140000 sec): 3 clusters
  Score: Raw -1250379.533806 + Penalty 3010.484001 = -1247369.049806
  nChanged 39
		SP:Iteration 29Q (35525.330000 sec): 3 clusters
  Score: Raw -1250389.212919 + Penalty 3010.484001 = -1247378.728919
  nChanged 31
		SP:Iteration 30Q (35525.550000 sec): 3 clusters
  Score: Raw -1250397.363466 + Penalty 3010.484001 = -1247386.879465
  nChanged 30
		SP:Iteration 31Q (35525.780000 sec): 3 clusters
  Score: Raw -1250405.552437 + Penalty 3010.484001 = -1247395.068437
  nChanged 28
		SP:Iteration 32Q (35525.980000 sec): 3 clusters
  Score: Raw -1250411.931897 + Penalty 3010.484001 = -1247401.447897
  nChanged 16
		SP:Iteration 33Q (35526.230000 sec): 3 clusters
  Score: Raw -1250415.972651 + Penalty 3010.484001 = -1247405.488651
  nChanged 23
		SP:Iteration 34Q (35526.400000 sec): 3 clusters
  Score: Raw -1250422.184752 + Penalty 3010.484001 = -1247411.700751
  nChanged 28
		SP:Iteration 35Q (35526.610000 sec): 3 clusters
  Score: Raw -1250428.017764 + Penalty 3010.484001 = -1247417.533763
  nChanged 14
		SP:Iteration 36Q (35526.860000 sec): 3 clusters
  Score: Raw -1250430.327689 + Penalty 3010.484001 = -1247419.843688
  nChanged 15
		SP:Iteration 37Q (35527.060000 sec): 3 clusters
  Score: Raw -1250433.163849 + Penalty 3010.484001 = -1247422.679849
  nChanged 10
		SP:Iteration 38Q (35527.270000 sec): 3 clusters
  Score: Raw -1250434.334964 + Penalty 3010.484001 = -1247423.850963
  nChanged 5
		SP:Iteration 39Q (35527.450000 sec): 3 clusters
  Score: Raw -1250435.178720 + Penalty 3010.484001 = -1247424.694719
  nChanged 3
		SP:Iteration 40F (35527.710000 sec): 3 clusters
  Score: Raw -1250435.430282 + Penalty 3010.484001 = -1247424.946282
  nChanged 4
		SP:Iteration 41Q (35527.900000 sec): 3 clusters
  Score: Raw -1250435.916828 + Penalty 3010.484001 = -1247425.432827
  nChanged 2
		SP:Iteration 42Q (35528.130000 sec): 3 clusters
  Score: Raw -1250436.281693 + Penalty 3010.484001 = -1247425.797692
  nChanged 4
		SP:Iteration 43Q (35528.330000 sec): 3 clusters
  Score: Raw -1250436.957347 + Penalty 3010.484001 = -1247426.473346
  nChanged 1
		SP:Iteration 44Q (35528.560000 sec): 3 clusters
  Score: Raw -1250437.168401 + Penalty 3010.484001 = -1247426.684400
  nChanged 1
		SP:Iteration 45Q (35528.720000 sec): 3 clusters
  Score: Raw -1250437.245302 + Penalty 3010.484001 = -1247426.761301
  nChanged 0
		SP:Iteration 46F (35528.930000 sec): 3 clusters
  Score: Raw -1250437.245302 + Penalty 3010.484001 = -1247426.761301
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35529.020000 sec): 2 clusters
  Score: Raw -414625.589608 + Penalty 1326.084215 = -413299.505393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35529.180000 sec): 3 clusters
  Score: Raw -412934.514878 + Penalty 2652.168430 = -410282.346447
  nChanged 1374
		SP:Iteration 1F (35529.390000 sec): 3 clusters
  Score: Raw -413722.645949 + Penalty 2652.168430 = -411070.477519
  nChanged 256
		SP:Iteration 2F (35529.540000 sec): 3 clusters
  Score: Raw -413868.904508 + Penalty 2652.168430 = -411216.736078
  nChanged 159
		SP:Iteration 3Q (35529.730000 sec): 3 clusters
  Score: Raw -413951.812824 + Penalty 2652.168430 = -411299.644393
  nChanged 112
		SP:Iteration 4Q (35529.880000 sec): 3 clusters
  Score: Raw -414002.027018 + Penalty 2652.168430 = -411349.858587
  nChanged 85
		SP:Iteration 5Q (35530.060000 sec): 3 clusters
  Score: Raw -414046.371607 + Penalty 2652.168430 = -411394.203176
  nChanged 70
		SP:Iteration 6Q (35530.230000 sec): 3 clusters
  Score: Raw -414081.010300 + Penalty 2652.168430 = -411428.841870
  nChanged 75
		SP:Iteration 7Q (35530.350000 sec): 3 clusters
  Score: Raw -414115.319225 + Penalty 2652.168430 = -411463.150794
  nChanged 66
		SP:Iteration 8Q (35530.470000 sec): 3 clusters
  Score: Raw -414145.194241 + Penalty 2652.168430 = -411493.025810
  nChanged 79
		SP:Iteration 9Q (35530.660000 sec): 3 clusters
  Score: Raw -414180.955302 + Penalty 2652.168430 = -411528.786872
  nChanged 55
		SP:Iteration 10Q (35530.850000 sec): 3 clusters
  Score: Raw -414205.790848 + Penalty 2652.168430 = -411553.622417
  nChanged 56
		SP:Iteration 11Q (35531.030000 sec): 3 clusters
  Score: Raw -414236.964018 + Penalty 2652.168430 = -411584.795587
  nChanged 73
		SP:Iteration 12Q (35531.260000 sec): 3 clusters
  Score: Raw -414278.583921 + Penalty 2652.168430 = -411626.415491
  nChanged 56
		SP:Iteration 13Q (35531.390000 sec): 3 clusters
  Score: Raw -414312.927672 + Penalty 2652.168430 = -411660.759242
  nChanged 70
		SP:Iteration 14Q (35531.600000 sec): 3 clusters
  Score: Raw -414356.813974 + Penalty 2652.168430 = -411704.645543
  nChanged 67
		SP:Iteration 15Q (35531.780000 sec): 3 clusters
  Score: Raw -414397.837520 + Penalty 2652.168430 = -411745.669089
  nChanged 70
		SP:Iteration 16Q (35531.930000 sec): 3 clusters
  Score: Raw -414440.585291 + Penalty 2652.168430 = -411788.416861
  nChanged 48
		SP:Iteration 17Q (35532.130000 sec): 3 clusters
  Score: Raw -414463.591685 + Penalty 2652.168430 = -411811.423255
  nChanged 41
		SP:Iteration 18Q (35532.270000 sec): 3 clusters
  Score: Raw -414479.901909 + Penalty 2652.168430 = -411827.733478
  nChanged 38
		SP:Iteration 19Q (35532.460000 sec): 3 clusters
  Score: Raw -414498.869016 + Penalty 2652.168430 = -411846.700585
  nChanged 34
		SP:Iteration 20F (35532.650000 sec): 3 clusters
  Score: Raw -414516.883083 + Penalty 2652.168430 = -411864.714652
  nChanged 31
		SP:Iteration 21Q (35532.820000 sec): 3 clusters
  Score: Raw -414530.078321 + Penalty 2652.168430 = -411877.909890
  nChanged 27
		SP:Iteration 22Q (35532.970000 sec): 3 clusters
  Score: Raw -414539.664128 + Penalty 2652.168430 = -411887.495698
  nChanged 25
		SP:Iteration 23Q (35533.170000 sec): 3 clusters
  Score: Raw -414547.029891 + Penalty 2652.168430 = -411894.861461
  nChanged 19
		SP:Iteration 24Q (35533.340000 sec): 3 clusters
  Score: Raw -414555.189839 + Penalty 2652.168430 = -411903.021409
  nChanged 20
		SP:Iteration 25Q (35533.510000 sec): 3 clusters
  Score: Raw -414564.916264 + Penalty 2652.168430 = -411912.747833
  nChanged 19
		SP:Iteration 26Q (35533.720000 sec): 3 clusters
  Score: Raw -414574.467808 + Penalty 2652.168430 = -411922.299377
  nChanged 14
		SP:Iteration 27Q (35533.870000 sec): 3 clusters
  Score: Raw -414581.319508 + Penalty 2652.168430 = -411929.151078
  nChanged 18
		SP:Iteration 28Q (35534.010000 sec): 3 clusters
  Score: Raw -414590.014970 + Penalty 2652.168430 = -411937.846539
  nChanged 13
		SP:Iteration 29Q (35534.230000 sec): 3 clusters
  Score: Raw -414595.726462 + Penalty 2652.168430 = -411943.558031
  nChanged 14
		SP:Iteration 30Q (35534.390000 sec): 3 clusters
  Score: Raw -414601.948943 + Penalty 2652.168430 = -411949.780513
  nChanged 18
		SP:Iteration 31Q (35534.590000 sec): 3 clusters
  Score: Raw -414610.038906 + Penalty 2652.168430 = -411957.870476
  nChanged 17
		SP:Iteration 32Q (35534.790000 sec): 3 clusters
  Score: Raw -414618.961991 + Penalty 2652.168430 = -411966.793561
  nChanged 19
		SP:Iteration 33Q (35534.940000 sec): 3 clusters
  Score: Raw -414629.608532 + Penalty 2652.168430 = -411977.440102
  nChanged 17
		SP:Iteration 34Q (35535.140000 sec): 3 clusters
  Score: Raw -414641.646099 + Penalty 2652.168430 = -411989.477668
  nChanged 13
		SP:Iteration 35Q (35535.340000 sec): 3 clusters
  Score: Raw -414649.402229 + Penalty 2652.168430 = -411997.233798
  nChanged 14
		SP:Iteration 36Q (35535.510000 sec): 3 clusters
  Score: Raw -414658.844588 + Penalty 2652.168430 = -412006.676157
  nChanged 15
		SP:Iteration 37Q (35535.750000 sec): 3 clusters
  Score: Raw -414669.511263 + Penalty 2652.168430 = -412017.342833
  nChanged 17
		SP:Iteration 38Q (35535.900000 sec): 3 clusters
  Score: Raw -414677.594865 + Penalty 2652.168430 = -412025.426434
  nChanged 9
		SP:Iteration 39Q (35536.080000 sec): 3 clusters
  Score: Raw -414680.688406 + Penalty 2652.168430 = -412028.519975
  nChanged 9
		SP:Iteration 40F (35536.250000 sec): 3 clusters
  Score: Raw -414685.293731 + Penalty 2652.168430 = -412033.125301
  nChanged 14
		SP:Iteration 41Q (35536.450000 sec): 3 clusters
  Score: Raw -414694.150816 + Penalty 2652.168430 = -412041.982386
  nChanged 17
		SP:Iteration 42Q (35536.630000 sec): 3 clusters
  Score: Raw -414704.568803 + Penalty 2652.168430 = -412052.400372
  nChanged 21
		SP:Iteration 43Q (35536.790000 sec): 3 clusters
  Score: Raw -414713.204200 + Penalty 2652.168430 = -412061.035770
  nChanged 13
		SP:Iteration 44Q (35536.990000 sec): 3 clusters
  Score: Raw -414719.799700 + Penalty 2652.168430 = -412067.631270
  nChanged 11
		SP:Iteration 45Q (35537.170000 sec): 3 clusters
  Score: Raw -414725.458738 + Penalty 2652.168430 = -412073.290308
  nChanged 14
		SP:Iteration 46Q (35537.350000 sec): 3 clusters
  Score: Raw -414730.794053 + Penalty 2652.168430 = -412078.625623
  nChanged 10
		SP:Iteration 47Q (35537.550000 sec): 3 clusters
  Score: Raw -414736.039601 + Penalty 2652.168430 = -412083.871170
  nChanged 15
		SP:Iteration 48Q (35537.680000 sec): 3 clusters
  Score: Raw -414743.719010 + Penalty 2652.168430 = -412091.550580
  nChanged 8
		SP:Iteration 49Q (35537.910000 sec): 3 clusters
  Score: Raw -414747.965910 + Penalty 2652.168430 = -412095.797480
  nChanged 10
		SP:Iteration 50Q (35538.090000 sec): 3 clusters
  Score: Raw -414756.508437 + Penalty 2652.168430 = -412104.340006
  nChanged 14
		SP:Iteration 51Q (35538.260000 sec): 3 clusters
  Score: Raw -414768.990895 + Penalty 2652.168430 = -412116.822465
  nChanged 18
		SP:Iteration 52Q (35538.450000 sec): 3 clusters
  Score: Raw -414780.031959 + Penalty 2652.168430 = -412127.863529
  nChanged 11
		SP:Iteration 53Q (35538.620000 sec): 3 clusters
  Score: Raw -414785.605538 + Penalty 2652.168430 = -412133.437108
  nChanged 9
		SP:Iteration 54Q (35538.790000 sec): 3 clusters
  Score: Raw -414790.458149 + Penalty 2652.168430 = -412138.289718
  nChanged 9
		SP:Iteration 55Q (35539.000000 sec): 3 clusters
  Score: Raw -414795.004581 + Penalty 2652.168430 = -412142.836151
  nChanged 7
		SP:Iteration 56Q (35539.170000 sec): 3 clusters
  Score: Raw -414798.852818 + Penalty 2652.168430 = -412146.684388
  nChanged 9
		SP:Iteration 57Q (35539.340000 sec): 3 clusters
  Score: Raw -414803.726612 + Penalty 2652.168430 = -412151.558182
  nChanged 4
		SP:Iteration 58Q (35539.550000 sec): 3 clusters
  Score: Raw -414805.518653 + Penalty 2652.168430 = -412153.350223
  nChanged 2
		SP:Iteration 59Q (35539.690000 sec): 3 clusters
  Score: Raw -414806.408582 + Penalty 2652.168430 = -412154.240151
  nChanged 4
		SP:Iteration 60F (35539.900000 sec): 3 clusters
  Score: Raw -414807.957180 + Penalty 2652.168430 = -412155.788750
  nChanged 1
		SP:Iteration 61Q (35540.050000 sec): 3 clusters
  Score: Raw -414808.324246 + Penalty 2652.168430 = -412156.155815
  nChanged 1
		SP:Iteration 62Q (35540.260000 sec): 3 clusters
  Score: Raw -414808.923096 + Penalty 2652.168430 = -412156.754666
  nChanged 1
		SP:Iteration 63Q (35540.420000 sec): 3 clusters
  Score: Raw -414809.166351 + Penalty 2652.168430 = -412156.997920
  nChanged 0
		SP:Iteration 64F (35540.640000 sec): 3 clusters
  Score: Raw -414809.166351 + Penalty 2652.168430 = -412156.997920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35540.810000 sec): 2 clusters
  Score: Raw -1526070.317672 + Penalty 1536.260993 = -1524534.056679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35541.030000 sec): 3 clusters
  Score: Raw -1518636.638411 + Penalty 3072.521987 = -1515564.116425
  nChanged 5690
		SP:Iteration 1F (35541.270000 sec): 3 clusters
  Score: Raw -1521806.778249 + Penalty 3072.521987 = -1518734.256263
  nChanged 777
		SP:Iteration 2F (35541.460000 sec): 3 clusters
  Score: Raw -1522195.385793 + Penalty 3072.521987 = -1519122.863806
  nChanged 698
		SP:Iteration 3F (35541.690000 sec): 3 clusters
  Score: Raw -1522552.639150 + Penalty 3072.521987 = -1519480.117164
  nChanged 659
		SP:Iteration 4F (35541.940000 sec): 3 clusters
  Score: Raw -1522920.922216 + Penalty 3072.521987 = -1519848.400230
  nChanged 649
		SP:Iteration 5F (35542.190000 sec): 3 clusters
  Score: Raw -1523308.752733 + Penalty 3072.521987 = -1520236.230747
  nChanged 671
		SP:Iteration 6F (35542.390000 sec): 3 clusters
  Score: Raw -1523756.325421 + Penalty 3072.521987 = -1520683.803434
  nChanged 651
		SP:Iteration 7F (35542.660000 sec): 3 clusters
  Score: Raw -1524171.230963 + Penalty 3072.521987 = -1521098.708976
  nChanged 556
		SP:Iteration 8Q (35542.880000 sec): 3 clusters
  Score: Raw -1524499.397650 + Penalty 3072.521987 = -1521426.875664
  nChanged 453
		SP:Iteration 9Q (35543.100000 sec): 3 clusters
  Score: Raw -1524714.828323 + Penalty 3072.521987 = -1521642.306336
  nChanged 324
		SP:Iteration 10Q (35543.300000 sec): 3 clusters
  Score: Raw -1524839.244608 + Penalty 3072.521987 = -1521766.722622
  nChanged 226
		SP:Iteration 11Q (35543.520000 sec): 3 clusters
  Score: Raw -1524913.625357 + Penalty 3072.521987 = -1521841.103370
  nChanged 174
		SP:Iteration 12Q (35543.750000 sec): 3 clusters
  Score: Raw -1524964.389519 + Penalty 3072.521987 = -1521891.867533
  nChanged 153
		SP:Iteration 13Q (35543.970000 sec): 3 clusters
  Score: Raw -1525000.733078 + Penalty 3072.521987 = -1521928.211092
  nChanged 110
		SP:Iteration 14Q (35544.220000 sec): 3 clusters
  Score: Raw -1525026.315108 + Penalty 3072.521987 = -1521953.793122
  nChanged 106
		SP:Iteration 15Q (35544.430000 sec): 3 clusters
  Score: Raw -1525052.443127 + Penalty 3072.521987 = -1521979.921141
  nChanged 95
		SP:Iteration 16Q (35544.660000 sec): 3 clusters
  Score: Raw -1525072.095747 + Penalty 3072.521987 = -1521999.573760
  nChanged 81
		SP:Iteration 17Q (35544.860000 sec): 3 clusters
  Score: Raw -1525089.188780 + Penalty 3072.521987 = -1522016.666794
  nChanged 69
		SP:Iteration 18Q (35545.070000 sec): 3 clusters
  Score: Raw -1525103.026786 + Penalty 3072.521987 = -1522030.504799
  nChanged 65
		SP:Iteration 19Q (35545.300000 sec): 3 clusters
  Score: Raw -1525116.243459 + Penalty 3072.521987 = -1522043.721472
  nChanged 62
		SP:Iteration 20F (35545.510000 sec): 3 clusters
  Score: Raw -1525128.219116 + Penalty 3072.521987 = -1522055.697129
  nChanged 65
		SP:Iteration 21Q (35545.720000 sec): 3 clusters
  Score: Raw -1525143.505451 + Penalty 3072.521987 = -1522070.983464
  nChanged 84
		SP:Iteration 22Q (35545.930000 sec): 3 clusters
  Score: Raw -1525165.549009 + Penalty 3072.521987 = -1522093.027022
  nChanged 88
		SP:Iteration 23Q (35546.120000 sec): 3 clusters
  Score: Raw -1525191.493481 + Penalty 3072.521987 = -1522118.971495
  nChanged 88
		SP:Iteration 24Q (35546.340000 sec): 3 clusters
  Score: Raw -1525213.846820 + Penalty 3072.521987 = -1522141.324833
  nChanged 90
		SP:Iteration 25Q (35546.580000 sec): 3 clusters
  Score: Raw -1525237.911952 + Penalty 3072.521987 = -1522165.389965
  nChanged 77
		SP:Iteration 26Q (35546.760000 sec): 3 clusters
  Score: Raw -1525254.127189 + Penalty 3072.521987 = -1522181.605203
  nChanged 72
		SP:Iteration 27Q (35546.980000 sec): 3 clusters
  Score: Raw -1525271.924212 + Penalty 3072.521987 = -1522199.402225
  nChanged 80
		SP:Iteration 28Q (35547.250000 sec): 3 clusters
  Score: Raw -1525291.537282 + Penalty 3072.521987 = -1522219.015295
  nChanged 72
		SP:Iteration 29Q (35547.460000 sec): 3 clusters
  Score: Raw -1525310.542757 + Penalty 3072.521987 = -1522238.020771
  nChanged 74
		SP:Iteration 30Q (35547.650000 sec): 3 clusters
  Score: Raw -1525329.883708 + Penalty 3072.521987 = -1522257.361721
  nChanged 81
		SP:Iteration 31Q (35547.900000 sec): 3 clusters
  Score: Raw -1525346.827339 + Penalty 3072.521987 = -1522274.305352
  nChanged 69
		SP:Iteration 32Q (35548.100000 sec): 3 clusters
  Score: Raw -1525361.862130 + Penalty 3072.521987 = -1522289.340144
  nChanged 71
		SP:Iteration 33Q (35548.350000 sec): 3 clusters
  Score: Raw -1525376.529806 + Penalty 3072.521987 = -1522304.007819
  nChanged 65
		SP:Iteration 34Q (35548.550000 sec): 3 clusters
  Score: Raw -1525389.588940 + Penalty 3072.521987 = -1522317.066953
  nChanged 72
		SP:Iteration 35Q (35548.730000 sec): 3 clusters
  Score: Raw -1525404.508714 + Penalty 3072.521987 = -1522331.986728
  nChanged 81
		SP:Iteration 36Q (35548.990000 sec): 3 clusters
  Score: Raw -1525423.219262 + Penalty 3072.521987 = -1522350.697275
  nChanged 71
		SP:Iteration 37Q (35549.180000 sec): 3 clusters
  Score: Raw -1525439.039580 + Penalty 3072.521987 = -1522366.517593
  nChanged 78
		SP:Iteration 38Q (35549.420000 sec): 3 clusters
  Score: Raw -1525459.395234 + Penalty 3072.521987 = -1522386.873247
  nChanged 77
		SP:Iteration 39Q (35549.680000 sec): 3 clusters
  Score: Raw -1525480.286722 + Penalty 3072.521987 = -1522407.764735
  nChanged 87
		SP:Iteration 40F (35549.930000 sec): 3 clusters
  Score: Raw -1525502.663139 + Penalty 3072.521987 = -1522430.141153
  nChanged 82
		SP:Iteration 41Q (35550.140000 sec): 3 clusters
  Score: Raw -1525527.507544 + Penalty 3072.521987 = -1522454.985558
  nChanged 73
		SP:Iteration 42Q (35550.350000 sec): 3 clusters
  Score: Raw -1525550.691414 + Penalty 3072.521987 = -1522478.169428
  nChanged 82
		SP:Iteration 43Q (35550.600000 sec): 3 clusters
  Score: Raw -1525577.702570 + Penalty 3072.521987 = -1522505.180584
  nChanged 100
		SP:Iteration 44Q (35550.800000 sec): 3 clusters
  Score: Raw -1525611.850547 + Penalty 3072.521987 = -1522539.328560
  nChanged 92
		SP:Iteration 45Q (35551.050000 sec): 3 clusters
  Score: Raw -1525650.263282 + Penalty 3072.521987 = -1522577.741296
  nChanged 98
		SP:Iteration 46Q (35551.250000 sec): 3 clusters
  Score: Raw -1525698.636752 + Penalty 3072.521987 = -1522626.114765
  nChanged 106
		SP:Iteration 47Q (35551.480000 sec): 3 clusters
  Score: Raw -1525747.866459 + Penalty 3072.521987 = -1522675.344473
  nChanged 107
		SP:Iteration 48Q (35551.670000 sec): 3 clusters
  Score: Raw -1525791.960738 + Penalty 3072.521987 = -1522719.438752
  nChanged 94
		SP:Iteration 49Q (35551.890000 sec): 3 clusters
  Score: Raw -1525822.155942 + Penalty 3072.521987 = -1522749.633955
  nChanged 78
		SP:Iteration 50Q (35552.130000 sec): 3 clusters
  Score: Raw -1525846.109973 + Penalty 3072.521987 = -1522773.587986
  nChanged 77
		SP:Iteration 51Q (35552.370000 sec): 3 clusters
  Score: Raw -1525868.087833 + Penalty 3072.521987 = -1522795.565847
  nChanged 78
		SP:Iteration 52Q (35552.590000 sec): 3 clusters
  Score: Raw -1525887.838393 + Penalty 3072.521987 = -1522815.316406
  nChanged 65
		SP:Iteration 53Q (35552.820000 sec): 3 clusters
  Score: Raw -1525904.039003 + Penalty 3072.521987 = -1522831.517016
  nChanged 61
		SP:Iteration 54Q (35553.030000 sec): 3 clusters
  Score: Raw -1525916.139152 + Penalty 3072.521987 = -1522843.617166
  nChanged 41
		SP:Iteration 55Q (35553.270000 sec): 3 clusters
  Score: Raw -1525922.648990 + Penalty 3072.521987 = -1522850.127004
  nChanged 32
		SP:Iteration 56Q (35553.470000 sec): 3 clusters
  Score: Raw -1525928.862843 + Penalty 3072.521987 = -1522856.340856
  nChanged 34
		SP:Iteration 57Q (35553.710000 sec): 3 clusters
  Score: Raw -1525935.544709 + Penalty 3072.521987 = -1522863.022723
  nChanged 39
		SP:Iteration 58Q (35553.890000 sec): 3 clusters
  Score: Raw -1525941.837892 + Penalty 3072.521987 = -1522869.315905
  nChanged 32
		SP:Iteration 59Q (35554.130000 sec): 3 clusters
  Score: Raw -1525946.688350 + Penalty 3072.521987 = -1522874.166363
  nChanged 34
		SP:Iteration 60F (35554.330000 sec): 3 clusters
  Score: Raw -1525951.498520 + Penalty 3072.521987 = -1522878.976533
  nChanged 25
		SP:Iteration 61Q (35554.560000 sec): 3 clusters
  Score: Raw -1525955.380863 + Penalty 3072.521987 = -1522882.858877
  nChanged 32
		SP:Iteration 62Q (35554.780000 sec): 3 clusters
  Score: Raw -1525960.510978 + Penalty 3072.521987 = -1522887.988991
  nChanged 27
		SP:Iteration 63Q (35554.970000 sec): 3 clusters
  Score: Raw -1525963.784190 + Penalty 3072.521987 = -1522891.262203
  nChanged 22
		SP:Iteration 64Q (35555.160000 sec): 3 clusters
  Score: Raw -1525966.369621 + Penalty 3072.521987 = -1522893.847634
  nChanged 16
		SP:Iteration 65Q (35555.390000 sec): 3 clusters
  Score: Raw -1525967.849638 + Penalty 3072.521987 = -1522895.327652
  nChanged 12
		SP:Iteration 66Q (35555.650000 sec): 3 clusters
  Score: Raw -1525969.271254 + Penalty 3072.521987 = -1522896.749268
  nChanged 10
		SP:Iteration 67Q (35555.870000 sec): 3 clusters
  Score: Raw -1525970.228249 + Penalty 3072.521987 = -1522897.706262
  nChanged 10
		SP:Iteration 68Q (35556.080000 sec): 3 clusters
  Score: Raw -1525971.023689 + Penalty 3072.521987 = -1522898.501702
  nChanged 9
		SP:Iteration 69Q (35556.300000 sec): 3 clusters
  Score: Raw -1525971.845669 + Penalty 3072.521987 = -1522899.323682
  nChanged 10
		SP:Iteration 70Q (35556.540000 sec): 3 clusters
  Score: Raw -1525972.671346 + Penalty 3072.521987 = -1522900.149359
  nChanged 8
		SP:Iteration 71Q (35556.740000 sec): 3 clusters
  Score: Raw -1525973.356957 + Penalty 3072.521987 = -1522900.834970
  nChanged 5
		SP:Iteration 72Q (35556.980000 sec): 3 clusters
  Score: Raw -1525973.730527 + Penalty 3072.521987 = -1522901.208540
  nChanged 7
		SP:Iteration 73Q (35557.200000 sec): 3 clusters
  Score: Raw -1525974.324565 + Penalty 3072.521987 = -1522901.802578
  nChanged 4
		SP:Iteration 74Q (35557.460000 sec): 3 clusters
  Score: Raw -1525974.515475 + Penalty 3072.521987 = -1522901.993489
  nChanged 2
		SP:Iteration 75Q (35557.660000 sec): 3 clusters
  Score: Raw -1525974.578474 + Penalty 3072.521987 = -1522902.056487
  nChanged 0
		SP:Iteration 76F (35557.890000 sec): 3 clusters
  Score: Raw -1525974.578474 + Penalty 3072.521987 = -1522902.056487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35557.960000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35558.110000 sec): 3 clusters
  Score: Raw -146007.432976 + Penalty 2329.537985 = -143677.894992
  nChanged 423
		SP:Iteration 1F (35558.340000 sec): 3 clusters
  Score: Raw -146325.713767 + Penalty 2329.537985 = -143996.175782
  nChanged 115
		SP:Iteration 2F (35558.480000 sec): 3 clusters
  Score: Raw -146476.605372 + Penalty 2329.537985 = -144147.067387
  nChanged 90
		SP:Iteration 3F (35558.660000 sec): 3 clusters
  Score: Raw -146606.032290 + Penalty 2329.537985 = -144276.494305
  nChanged 69
		SP:Iteration 4F (35558.860000 sec): 3 clusters
  Score: Raw -146713.251169 + Penalty 2329.537985 = -144383.713184
  nChanged 65
		SP:Iteration 5F (35559.060000 sec): 3 clusters
  Score: Raw -146814.917416 + Penalty 2329.537985 = -144485.379431
  nChanged 50
		SP:Iteration 6Q (35559.230000 sec): 3 clusters
  Score: Raw -146895.717800 + Penalty 2329.537985 = -144566.179815
  nChanged 43
		SP:Iteration 7Q (35559.400000 sec): 3 clusters
  Score: Raw -146952.436965 + Penalty 2329.537985 = -144622.898980
  nChanged 36
		SP:Iteration 8Q (35559.580000 sec): 3 clusters
  Score: Raw -146994.870905 + Penalty 2329.537985 = -144665.332920
  nChanged 29
		SP:Iteration 9Q (35559.790000 sec): 3 clusters
  Score: Raw -147037.525779 + Penalty 2329.537985 = -144707.987794
  nChanged 44
		SP:Iteration 10Q (35559.920000 sec): 3 clusters
  Score: Raw -147109.663530 + Penalty 2329.537985 = -144780.125545
  nChanged 36
		SP:Iteration 11Q (35560.120000 sec): 3 clusters
  Score: Raw -147182.818365 + Penalty 2329.537985 = -144853.280380
  nChanged 33
		SP:Iteration 12Q (35560.290000 sec): 3 clusters
  Score: Raw -147247.584983 + Penalty 2329.537985 = -144918.046998
  nChanged 24
		SP:Iteration 13Q (35560.460000 sec): 3 clusters
  Score: Raw -147289.070265 + Penalty 2329.537985 = -144959.532281
  nChanged 15
		SP:Iteration 14Q (35560.620000 sec): 3 clusters
  Score: Raw -147305.389193 + Penalty 2329.537985 = -144975.851208
  nChanged 6
		SP:Iteration 15Q (35560.800000 sec): 3 clusters
  Score: Raw -147313.023429 + Penalty 2329.537985 = -144983.485444
  nChanged 7
		SP:Iteration 16Q (35560.980000 sec): 3 clusters
  Score: Raw -147320.792583 + Penalty 2329.537985 = -144991.254598
  nChanged 5
		SP:Iteration 17Q (35561.140000 sec): 3 clusters
  Score: Raw -147325.457261 + Penalty 2329.537985 = -144995.919276
  nChanged 2
		SP:Iteration 18Q (35561.300000 sec): 3 clusters
  Score: Raw -147326.677940 + Penalty 2329.537985 = -144997.139955
  nChanged 2
		SP:Iteration 19Q (35561.500000 sec): 3 clusters
  Score: Raw -147328.019622 + Penalty 2329.537985 = -144998.481638
  nChanged 1
		SP:Iteration 20F (35561.680000 sec): 3 clusters
  Score: Raw -147328.340089 + Penalty 2329.537985 = -144998.802104
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35561.770000 sec): 2 clusters
  Score: Raw -453719.399202 + Penalty 1342.161957 = -452377.237246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35561.950000 sec): 3 clusters
  Score: Raw -451796.700278 + Penalty 2684.323913 = -449112.376365
  nChanged 1488
		SP:Iteration 1F (35562.150000 sec): 3 clusters
  Score: Raw -452688.009164 + Penalty 2684.323913 = -450003.685250
  nChanged 302
		SP:Iteration 2F (35562.330000 sec): 3 clusters
  Score: Raw -452879.588225 + Penalty 2684.323913 = -450195.264311
  nChanged 223
		SP:Iteration 3F (35562.540000 sec): 3 clusters
  Score: Raw -453036.359804 + Penalty 2684.323913 = -450352.035890
  nChanged 205
		SP:Iteration 4F (35562.750000 sec): 3 clusters
  Score: Raw -453198.417182 + Penalty 2684.323913 = -450514.093269
  nChanged 196
		SP:Iteration 5F (35562.920000 sec): 3 clusters
  Score: Raw -453375.580500 + Penalty 2684.323913 = -450691.256587
  nChanged 194
		SP:Iteration 6F (35563.120000 sec): 3 clusters
  Score: Raw -453569.713117 + Penalty 2684.323913 = -450885.389203
  nChanged 211
		SP:Iteration 7F (35563.280000 sec): 3 clusters
  Score: Raw -453821.946297 + Penalty 2684.323913 = -451137.622384
  nChanged 229
		SP:Iteration 8F (35563.450000 sec): 3 clusters
  Score: Raw -454050.904449 + Penalty 2684.323913 = -451366.580535
  nChanged 165
		SP:Iteration 9Q (35563.640000 sec): 3 clusters
  Score: Raw -454225.378406 + Penalty 2684.323913 = -451541.054493
  nChanged 135
		SP:Iteration 10Q (35563.840000 sec): 3 clusters
  Score: Raw -454349.641672 + Penalty 2684.323913 = -451665.317759
  nChanged 104
		SP:Iteration 11Q (35564.010000 sec): 3 clusters
  Score: Raw -454424.413023 + Penalty 2684.323913 = -451740.089110
  nChanged 79
		SP:Iteration 12Q (35564.210000 sec): 3 clusters
  Score: Raw -454473.347127 + Penalty 2684.323913 = -451789.023214
  nChanged 60
		SP:Iteration 13Q (35564.380000 sec): 3 clusters
  Score: Raw -454508.443434 + Penalty 2684.323913 = -451824.119520
  nChanged 48
		SP:Iteration 14Q (35564.550000 sec): 3 clusters
  Score: Raw -454528.764537 + Penalty 2684.323913 = -451844.440624
  nChanged 36
		SP:Iteration 15Q (35564.680000 sec): 3 clusters
  Score: Raw -454546.172466 + Penalty 2684.323913 = -451861.848552
  nChanged 28
		SP:Iteration 16Q (35564.880000 sec): 3 clusters
  Score: Raw -454555.416565 + Penalty 2684.323913 = -451871.092652
  nChanged 10
		SP:Iteration 17Q (35565.080000 sec): 3 clusters
  Score: Raw -454558.103169 + Penalty 2684.323913 = -451873.779255
  nChanged 7
		SP:Iteration 18Q (35565.220000 sec): 3 clusters
  Score: Raw -454560.777859 + Penalty 2684.323913 = -451876.453946
  nChanged 14
		SP:Iteration 19Q (35565.440000 sec): 3 clusters
  Score: Raw -454565.519181 + Penalty 2684.323913 = -451881.195267
  nChanged 17
		SP:Iteration 20F (35565.620000 sec): 3 clusters
  Score: Raw -454572.653746 + Penalty 2684.323913 = -451888.329833
  nChanged 16
		SP:Iteration 21Q (35565.830000 sec): 3 clusters
  Score: Raw -454578.380249 + Penalty 2684.323913 = -451894.056336
  nChanged 10
		SP:Iteration 22Q (35566.010000 sec): 3 clusters
  Score: Raw -454581.824909 + Penalty 2684.323913 = -451897.500995
  nChanged 3
		SP:Iteration 23Q (35566.170000 sec): 3 clusters
  Score: Raw -454582.724671 + Penalty 2684.323913 = -451898.400757
  nChanged 4
		SP:Iteration 24Q (35566.350000 sec): 3 clusters
  Score: Raw -454583.835481 + Penalty 2684.323913 = -451899.511567
  nChanged 2
		SP:Iteration 25Q (35566.520000 sec): 3 clusters
  Score: Raw -454584.720047 + Penalty 2684.323913 = -451900.396134
  nChanged 3
		SP:Iteration 26Q (35566.730000 sec): 3 clusters
  Score: Raw -454585.476799 + Penalty 2684.323913 = -451901.152885
  nChanged 0
		SP:Iteration 27F (35566.910000 sec): 3 clusters
  Score: Raw -454585.476799 + Penalty 2684.323913 = -451901.152885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (4632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35567.040000 sec): 2 clusters
  Score: Raw -550887.899324 + Penalty 1371.620903 = -549516.278421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35567.190000 sec): 3 clusters
  Score: Raw -548553.459044 + Penalty 2743.241806 = -545810.217238
  nChanged 1822
		SP:Iteration 1F (35567.380000 sec): 3 clusters
  Score: Raw -549624.423251 + Penalty 2743.241806 = -546881.181445
  nChanged 327
		SP:Iteration 2F (35567.570000 sec): 3 clusters
  Score: Raw -549835.843716 + Penalty 2743.241806 = -547092.601910
  nChanged 275
		SP:Iteration 3F (35567.780000 sec): 3 clusters
  Score: Raw -550013.005313 + Penalty 2743.241806 = -547269.763507
  nChanged 231
		SP:Iteration 4Q (35567.990000 sec): 3 clusters
  Score: Raw -550152.745061 + Penalty 2743.241806 = -547409.503255
  nChanged 198
		SP:Iteration 5Q (35568.170000 sec): 3 clusters
  Score: Raw -550296.249305 + Penalty 2743.241806 = -547553.007499
  nChanged 207
		SP:Iteration 6Q (35568.370000 sec): 3 clusters
  Score: Raw -550444.745652 + Penalty 2743.241806 = -547701.503846
  nChanged 205
		SP:Iteration 7Q (35568.540000 sec): 3 clusters
  Score: Raw -550574.057072 + Penalty 2743.241806 = -547830.815266
  nChanged 157
		SP:Iteration 8Q (35568.780000 sec): 3 clusters
  Score: Raw -550681.373641 + Penalty 2743.241806 = -547938.131834
  nChanged 151
		SP:Iteration 9Q (35568.950000 sec): 3 clusters
  Score: Raw -550783.698427 + Penalty 2743.241806 = -548040.456621
  nChanged 133
		SP:Iteration 10Q (35569.110000 sec): 3 clusters
  Score: Raw -550873.104622 + Penalty 2743.241806 = -548129.862816
  nChanged 146
		SP:Iteration 11Q (35569.270000 sec): 3 clusters
  Score: Raw -550982.749403 + Penalty 2743.241806 = -548239.507597
  nChanged 159
		SP:Iteration 12Q (35569.470000 sec): 3 clusters
  Score: Raw -551136.730917 + Penalty 2743.241806 = -548393.489111
  nChanged 189
		SP:Iteration 13Q (35569.690000 sec): 3 clusters
  Score: Raw -551385.509748 + Penalty 2743.241806 = -548642.267941
  nChanged 210
		SP:Iteration 14Q (35569.850000 sec): 3 clusters
  Score: Raw -551685.842579 + Penalty 2743.241806 = -548942.600773
  nChanged 189
		SP:Iteration 15Q (35570.070000 sec): 3 clusters
  Score: Raw -551945.068682 + Penalty 2743.241806 = -549201.826876
  nChanged 130
		SP:Iteration 16Q (35570.210000 sec): 3 clusters
  Score: Raw -552068.150802 + Penalty 2743.241806 = -549324.908995
  nChanged 79
		SP:Iteration 17Q (35570.420000 sec): 3 clusters
  Score: Raw -552128.875807 + Penalty 2743.241806 = -549385.634000
  nChanged 51
		SP:Iteration 18Q (35570.600000 sec): 3 clusters
  Score: Raw -552165.485329 + Penalty 2743.241806 = -549422.243523
  nChanged 27
		SP:Iteration 19Q (35570.800000 sec): 3 clusters
  Score: Raw -552183.453274 + Penalty 2743.241806 = -549440.211468
  nChanged 24
		SP:Iteration 20F (35570.970000 sec): 3 clusters
  Score: Raw -552206.766000 + Penalty 2743.241806 = -549463.524194
  nChanged 21
		SP:Iteration 21Q (35571.200000 sec): 3 clusters
  Score: Raw -552232.941828 + Penalty 2743.241806 = -549489.700021
  nChanged 28
		SP:Iteration 22Q (35571.360000 sec): 3 clusters
  Score: Raw -552255.255802 + Penalty 2743.241806 = -549512.013995
  nChanged 29
		SP:Iteration 23Q (35571.530000 sec): 3 clusters
  Score: Raw -552271.735398 + Penalty 2743.241806 = -549528.493591
  nChanged 19
		SP:Iteration 24Q (35571.710000 sec): 3 clusters
  Score: Raw -552282.316664 + Penalty 2743.241806 = -549539.074858
  nChanged 14
		SP:Iteration 25Q (35571.930000 sec): 3 clusters
  Score: Raw -552288.793496 + Penalty 2743.241806 = -549545.551690
  nChanged 14
		SP:Iteration 26Q (35572.140000 sec): 3 clusters
  Score: Raw -552293.654014 + Penalty 2743.241806 = -549550.412208
  nChanged 10
		SP:Iteration 27Q (35572.350000 sec): 3 clusters
  Score: Raw -552295.920816 + Penalty 2743.241806 = -549552.679010
  nChanged 4
		SP:Iteration 28Q (35572.540000 sec): 3 clusters
  Score: Raw -552297.241071 + Penalty 2743.241806 = -549553.999265
  nChanged 6
		SP:Iteration 29Q (35572.700000 sec): 3 clusters
  Score: Raw -552299.489645 + Penalty 2743.241806 = -549556.247839
  nChanged 5
		SP:Iteration 30Q (35572.890000 sec): 3 clusters
  Score: Raw -552300.736660 + Penalty 2743.241806 = -549557.494854
  nChanged 4
		SP:Iteration 31Q (35573.090000 sec): 3 clusters
  Score: Raw -552301.529894 + Penalty 2743.241806 = -549558.288088
  nChanged 5
		SP:Iteration 32Q (35573.280000 sec): 3 clusters
  Score: Raw -552302.572442 + Penalty 2743.241806 = -549559.330636
  nChanged 1
		SP:Iteration 33Q (35573.460000 sec): 3 clusters
  Score: Raw -552302.640143 + Penalty 2743.241806 = -549559.398337
  nChanged 0
		SP:Iteration 34F (35573.640000 sec): 3 clusters
  Score: Raw -552302.640143 + Penalty 2743.241806 = -549559.398337
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 117.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35573.720000 sec): 2 clusters
  Score: Raw -530811.500588 + Penalty 1379.963080 = -529431.537508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35573.960000 sec): 3 clusters
  Score: Raw -528284.049424 + Penalty 2759.926159 = -525524.123265
  nChanged 2016
		SP:Iteration 1F (35574.150000 sec): 3 clusters
  Score: Raw -529515.850906 + Penalty 2759.926159 = -526755.924746
  nChanged 420
		SP:Iteration 2F (35574.350000 sec): 3 clusters
  Score: Raw -529825.463273 + Penalty 2759.926159 = -527065.537114
  nChanged 326
		SP:Iteration 3F (35574.540000 sec): 3 clusters
  Score: Raw -530064.482728 + Penalty 2759.926159 = -527304.556568
  nChanged 287
		SP:Iteration 4F (35574.710000 sec): 3 clusters
  Score: Raw -530309.043554 + Penalty 2759.926159 = -527549.117395
  nChanged 267
		SP:Iteration 5F (35574.890000 sec): 3 clusters
  Score: Raw -530510.476538 + Penalty 2759.926159 = -527750.550378
  nChanged 223
		SP:Iteration 6Q (35575.070000 sec): 3 clusters
  Score: Raw -530658.764742 + Penalty 2759.926159 = -527898.838583
  nChanged 202
		SP:Iteration 7Q (35575.270000 sec): 3 clusters
  Score: Raw -530779.585237 + Penalty 2759.926159 = -528019.659077
  nChanged 162
		SP:Iteration 8Q (35575.460000 sec): 3 clusters
  Score: Raw -530868.064086 + Penalty 2759.926159 = -528108.137926
  nChanged 129
		SP:Iteration 9Q (35575.640000 sec): 3 clusters
  Score: Raw -530933.696713 + Penalty 2759.926159 = -528173.770554
  nChanged 98
		SP:Iteration 10Q (35575.810000 sec): 3 clusters
  Score: Raw -530979.665558 + Penalty 2759.926159 = -528219.739399
  nChanged 85
		SP:Iteration 11Q (35576.010000 sec): 3 clusters
  Score: Raw -531020.300142 + Penalty 2759.926159 = -528260.373983
  nChanged 75
		SP:Iteration 12Q (35576.200000 sec): 3 clusters
  Score: Raw -531051.760069 + Penalty 2759.926159 = -528291.833909
  nChanged 57
		SP:Iteration 13Q (35576.390000 sec): 3 clusters
  Score: Raw -531078.996148 + Penalty 2759.926159 = -528319.069988
  nChanged 59
		SP:Iteration 14Q (35576.580000 sec): 3 clusters
  Score: Raw -531105.685632 + Penalty 2759.926159 = -528345.759473
  nChanged 55
		SP:Iteration 15Q (35576.770000 sec): 3 clusters
  Score: Raw -531132.809748 + Penalty 2759.926159 = -528372.883588
  nChanged 49
		SP:Iteration 16Q (35576.930000 sec): 3 clusters
  Score: Raw -531152.353444 + Penalty 2759.926159 = -528392.427284
  nChanged 46
		SP:Iteration 17Q (35577.160000 sec): 3 clusters
  Score: Raw -531166.890686 + Penalty 2759.926159 = -528406.964527
  nChanged 35
		SP:Iteration 18Q (35577.340000 sec): 3 clusters
  Score: Raw -531177.846017 + Penalty 2759.926159 = -528417.919858
  nChanged 23
		SP:Iteration 19Q (35577.550000 sec): 3 clusters
  Score: Raw -531183.459614 + Penalty 2759.926159 = -528423.533454
  nChanged 20
		SP:Iteration 20F (35577.720000 sec): 3 clusters
  Score: Raw -531188.573018 + Penalty 2759.926159 = -528428.646859
  nChanged 21
		SP:Iteration 21Q (35577.940000 sec): 3 clusters
  Score: Raw -531196.336813 + Penalty 2759.926159 = -528436.410654
  nChanged 26
		SP:Iteration 22Q (35578.130000 sec): 3 clusters
  Score: Raw -531206.410950 + Penalty 2759.926159 = -528446.484790
  nChanged 32
		SP:Iteration 23Q (35578.290000 sec): 3 clusters
  Score: Raw -531214.588543 + Penalty 2759.926159 = -528454.662383
  nChanged 25
		SP:Iteration 24Q (35578.500000 sec): 3 clusters
  Score: Raw -531222.759565 + Penalty 2759.926159 = -528462.833405
  nChanged 19
		SP:Iteration 25Q (35578.720000 sec): 3 clusters
  Score: Raw -531227.557490 + Penalty 2759.926159 = -528467.631331
  nChanged 20
		SP:Iteration 26Q (35578.870000 sec): 3 clusters
  Score: Raw -531232.194103 + Penalty 2759.926159 = -528472.267944
  nChanged 13
		SP:Iteration 27Q (35579.110000 sec): 3 clusters
  Score: Raw -531236.291542 + Penalty 2759.926159 = -528476.365382
  nChanged 12
		SP:Iteration 28Q (35579.310000 sec): 3 clusters
  Score: Raw -531240.085542 + Penalty 2759.926159 = -528480.159383
  nChanged 12
		SP:Iteration 29Q (35579.460000 sec): 3 clusters
  Score: Raw -531242.052128 + Penalty 2759.926159 = -528482.125969
  nChanged 8
		SP:Iteration 30Q (35579.610000 sec): 3 clusters
  Score: Raw -531243.713572 + Penalty 2759.926159 = -528483.787413
  nChanged 5
		SP:Iteration 31Q (35579.790000 sec): 3 clusters
  Score: Raw -531244.667137 + Penalty 2759.926159 = -528484.740978
  nChanged 5
		SP:Iteration 32Q (35580.010000 sec): 3 clusters
  Score: Raw -531245.327717 + Penalty 2759.926159 = -528485.401558
  nChanged 4
		SP:Iteration 33Q (35580.190000 sec): 3 clusters
  Score: Raw -531246.013216 + Penalty 2759.926159 = -528486.087057
  nChanged 3
		SP:Iteration 34Q (35580.370000 sec): 3 clusters
  Score: Raw -531246.971109 + Penalty 2759.926159 = -528487.044949
  nChanged 1
		SP:Iteration 35Q (35580.550000 sec): 3 clusters
  Score: Raw -531247.121817 + Penalty 2759.926159 = -528487.195657
  nChanged 1
		SP:Iteration 36Q (35580.710000 sec): 3 clusters
  Score: Raw -531247.243968 + Penalty 2759.926159 = -528487.317808
  nChanged 0
		SP:Iteration 37F (35580.910000 sec): 3 clusters
  Score: Raw -531247.243968 + Penalty 2759.926159 = -528487.317808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35580.990000 sec): 2 clusters
  Score: Raw -610154.595366 + Penalty 1389.477045 = -608765.118321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35581.190000 sec): 3 clusters
  Score: Raw -607449.579301 + Penalty 2778.954089 = -604670.625212
  nChanged 2120
		SP:Iteration 1F (35581.380000 sec): 3 clusters
  Score: Raw -608611.860393 + Penalty 2778.954089 = -605832.906304
  nChanged 357
		SP:Iteration 2F (35581.570000 sec): 3 clusters
  Score: Raw -608795.324384 + Penalty 2778.954089 = -606016.370295
  nChanged 267
		SP:Iteration 3F (35581.770000 sec): 3 clusters
  Score: Raw -608940.912304 + Penalty 2778.954089 = -606161.958215
  nChanged 227
		SP:Iteration 4Q (35581.970000 sec): 3 clusters
  Score: Raw -609069.540048 + Penalty 2778.954089 = -606290.585958
  nChanged 198
		SP:Iteration 5Q (35582.200000 sec): 3 clusters
  Score: Raw -609177.597227 + Penalty 2778.954089 = -606398.643137
  nChanged 194
		SP:Iteration 6Q (35582.350000 sec): 3 clusters
  Score: Raw -609293.436905 + Penalty 2778.954089 = -606514.482815
  nChanged 202
		SP:Iteration 7Q (35582.550000 sec): 3 clusters
  Score: Raw -609422.649768 + Penalty 2778.954089 = -606643.695678
  nChanged 218
		SP:Iteration 8Q (35582.720000 sec): 3 clusters
  Score: Raw -609572.063685 + Penalty 2778.954089 = -606793.109596
  nChanged 229
		SP:Iteration 9Q (35582.900000 sec): 3 clusters
  Score: Raw -609727.416911 + Penalty 2778.954089 = -606948.462822
  nChanged 188
		SP:Iteration 10Q (35583.110000 sec): 3 clusters
  Score: Raw -609852.911819 + Penalty 2778.954089 = -607073.957730
  nChanged 164
		SP:Iteration 11Q (35583.260000 sec): 3 clusters
  Score: Raw -609952.417348 + Penalty 2778.954089 = -607173.463258
  nChanged 142
		SP:Iteration 12Q (35583.450000 sec): 3 clusters
  Score: Raw -610033.516681 + Penalty 2778.954089 = -607254.562592
  nChanged 101
		SP:Iteration 13Q (35583.640000 sec): 3 clusters
  Score: Raw -610092.847805 + Penalty 2778.954089 = -607313.893715
  nChanged 103
		SP:Iteration 14Q (35583.810000 sec): 3 clusters
  Score: Raw -610155.858137 + Penalty 2778.954089 = -607376.904048
  nChanged 86
		SP:Iteration 15Q (35583.980000 sec): 3 clusters
  Score: Raw -610204.627698 + Penalty 2778.954089 = -607425.673608
  nChanged 54
		SP:Iteration 16Q (35584.190000 sec): 3 clusters
  Score: Raw -610233.236504 + Penalty 2778.954089 = -607454.282414
  nChanged 45
		SP:Iteration 17Q (35584.370000 sec): 3 clusters
  Score: Raw -610255.386703 + Penalty 2778.954089 = -607476.432613
  nChanged 33
		SP:Iteration 18Q (35584.530000 sec): 3 clusters
  Score: Raw -610271.100575 + Penalty 2778.954089 = -607492.146486
  nChanged 33
		SP:Iteration 19Q (35584.760000 sec): 3 clusters
  Score: Raw -610288.148558 + Penalty 2778.954089 = -607509.194469
  nChanged 27
		SP:Iteration 20F (35584.940000 sec): 3 clusters
  Score: Raw -610299.406697 + Penalty 2778.954089 = -607520.452608
  nChanged 17
		SP:Iteration 21Q (35585.140000 sec): 3 clusters
  Score: Raw -610306.297024 + Penalty 2778.954089 = -607527.342935
  nChanged 19
		SP:Iteration 22Q (35585.310000 sec): 3 clusters
  Score: Raw -610314.697713 + Penalty 2778.954089 = -607535.743624
  nChanged 23
		SP:Iteration 23Q (35585.510000 sec): 3 clusters
  Score: Raw -610324.811160 + Penalty 2778.954089 = -607545.857071
  nChanged 17
		SP:Iteration 24Q (35585.670000 sec): 3 clusters
  Score: Raw -610332.038140 + Penalty 2778.954089 = -607553.084051
  nChanged 12
		SP:Iteration 25Q (35585.880000 sec): 3 clusters
  Score: Raw -610338.229774 + Penalty 2778.954089 = -607559.275684
  nChanged 14
		SP:Iteration 26Q (35586.070000 sec): 3 clusters
  Score: Raw -610346.251296 + Penalty 2778.954089 = -607567.297207
  nChanged 13
		SP:Iteration 27Q (35586.270000 sec): 3 clusters
  Score: Raw -610353.709982 + Penalty 2778.954089 = -607574.755893
  nChanged 13
		SP:Iteration 28Q (35586.430000 sec): 3 clusters
  Score: Raw -610358.611918 + Penalty 2778.954089 = -607579.657828
  nChanged 10
		SP:Iteration 29Q (35586.600000 sec): 3 clusters
  Score: Raw -610364.295124 + Penalty 2778.954089 = -607585.341035
  nChanged 14
		SP:Iteration 30Q (35586.810000 sec): 3 clusters
  Score: Raw -610372.310921 + Penalty 2778.954089 = -607593.356831
  nChanged 11
		SP:Iteration 31Q (35587.000000 sec): 3 clusters
  Score: Raw -610378.827384 + Penalty 2778.954089 = -607599.873294
  nChanged 12
		SP:Iteration 32Q (35587.170000 sec): 3 clusters
  Score: Raw -610385.953955 + Penalty 2778.954089 = -607606.999866
  nChanged 13
		SP:Iteration 33Q (35587.380000 sec): 3 clusters
  Score: Raw -610395.469575 + Penalty 2778.954089 = -607616.515485
  nChanged 18
		SP:Iteration 34Q (35587.600000 sec): 3 clusters
  Score: Raw -610405.227434 + Penalty 2778.954089 = -607626.273344
  nChanged 13
		SP:Iteration 35Q (35587.810000 sec): 3 clusters
  Score: Raw -610409.716483 + Penalty 2778.954089 = -607630.762394
  nChanged 5
		SP:Iteration 36Q (35588.010000 sec): 3 clusters
  Score: Raw -610411.702506 + Penalty 2778.954089 = -607632.748416
  nChanged 3
		SP:Iteration 37Q (35588.160000 sec): 3 clusters
  Score: Raw -610412.905964 + Penalty 2778.954089 = -607633.951874
  nChanged 4
		SP:Iteration 38Q (35588.410000 sec): 3 clusters
  Score: Raw -610413.917647 + Penalty 2778.954089 = -607634.963558
  nChanged 3
		SP:Iteration 39Q (35588.560000 sec): 3 clusters
  Score: Raw -610415.644325 + Penalty 2778.954089 = -607636.690236
  nChanged 2
		SP:Iteration 40F (35588.770000 sec): 3 clusters
  Score: Raw -610416.690633 + Penalty 2778.954089 = -607637.736544
  nChanged 3
		SP:Iteration 41Q (35588.940000 sec): 3 clusters
  Score: Raw -610418.473955 + Penalty 2778.954089 = -607639.519866
  nChanged 5
		SP:Iteration 42Q (35589.120000 sec): 3 clusters
  Score: Raw -610421.062135 + Penalty 2778.954089 = -607642.108046
  nChanged 6
		SP:Iteration 43Q (35589.310000 sec): 3 clusters
  Score: Raw -610424.038525 + Penalty 2778.954089 = -607645.084435
  nChanged 3
		SP:Iteration 44Q (35589.510000 sec): 3 clusters
  Score: Raw -610425.190666 + Penalty 2778.954089 = -607646.236577
  nChanged 3
		SP:Iteration 45Q (35589.700000 sec): 3 clusters
  Score: Raw -610426.540355 + Penalty 2778.954089 = -607647.586265
  nChanged 3
		SP:Iteration 46Q (35589.890000 sec): 3 clusters
  Score: Raw -610427.432529 + Penalty 2778.954089 = -607648.478439
  nChanged 3
		SP:Iteration 47Q (35590.050000 sec): 3 clusters
  Score: Raw -610429.163880 + Penalty 2778.954089 = -607650.209790
  nChanged 2
		SP:Iteration 48Q (35590.240000 sec): 3 clusters
  Score: Raw -610430.048587 + Penalty 2778.954089 = -607651.094498
  nChanged 1
		SP:Iteration 49Q (35590.470000 sec): 3 clusters
  Score: Raw -610430.519284 + Penalty 2778.954089 = -607651.565194
  nChanged 1
		SP:Iteration 50Q (35590.650000 sec): 3 clusters
  Score: Raw -610430.838759 + Penalty 2778.954089 = -607651.884669
  nChanged 2
		SP:Iteration 51Q (35590.810000 sec): 3 clusters
  Score: Raw -610432.363166 + Penalty 2778.954089 = -607653.409077
  nChanged 4
		SP:Iteration 52Q (35590.990000 sec): 3 clusters
  Score: Raw -610434.557240 + Penalty 2778.954089 = -607655.603151
  nChanged 1
		SP:Iteration 53Q (35591.150000 sec): 3 clusters
  Score: Raw -610434.822853 + Penalty 2778.954089 = -607655.868764
  nChanged 0
		SP:Iteration 54F (35591.340000 sec): 3 clusters
  Score: Raw -610434.822853 + Penalty 2778.954089 = -607655.868764
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35591.470000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35591.600000 sec): 3 clusters
  Score: Raw -127520.472939 + Penalty 2271.234284 = -125249.238655
  nChanged 340
		SP:Iteration 1F (35591.820000 sec): 3 clusters
  Score: Raw -127808.819852 + Penalty 2271.234284 = -125537.585568
  nChanged 86
		SP:Iteration 2F (35591.950000 sec): 3 clusters
  Score: Raw -127895.231899 + Penalty 2271.234284 = -125623.997615
  nChanged 48
		SP:Iteration 3Q (35592.120000 sec): 3 clusters
  Score: Raw -127942.442888 + Penalty 2271.234284 = -125671.208604
  nChanged 33
		SP:Iteration 4Q (35592.330000 sec): 3 clusters
  Score: Raw -127967.661845 + Penalty 2271.234284 = -125696.427560
  nChanged 18
		SP:Iteration 5Q (35592.460000 sec): 3 clusters
  Score: Raw -127983.301556 + Penalty 2271.234284 = -125712.067272
  nChanged 16
		SP:Iteration 6Q (35592.670000 sec): 3 clusters
  Score: Raw -127994.598401 + Penalty 2271.234284 = -125723.364117
  nChanged 15
		SP:Iteration 7Q (35592.830000 sec): 3 clusters
  Score: Raw -128006.194223 + Penalty 2271.234284 = -125734.959939
  nChanged 9
		SP:Iteration 8Q (35592.970000 sec): 3 clusters
  Score: Raw -128013.235517 + Penalty 2271.234284 = -125742.001233
  nChanged 3
		SP:Iteration 9Q (35593.190000 sec): 3 clusters
  Score: Raw -128016.006478 + Penalty 2271.234284 = -125744.772194
  nChanged 2
		SP:Iteration 10Q (35593.350000 sec): 3 clusters
  Score: Raw -128016.541312 + Penalty 2271.234284 = -125745.307028
  nChanged 0
		SP:Iteration 11F (35593.520000 sec): 3 clusters
  Score: Raw -128016.541312 + Penalty 2271.234284 = -125745.307028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35593.680000 sec): 2 clusters
  Score: Raw -874705.482131 + Penalty 1447.443009 = -873258.039122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35593.860000 sec): 3 clusters
  Score: Raw -870724.157208 + Penalty 2894.886019 = -867829.271189
  nChanged 3128
		SP:Iteration 1F (35594.030000 sec): 3 clusters
  Score: Raw -872358.501263 + Penalty 2894.886019 = -869463.615244
  nChanged 466
		SP:Iteration 2F (35594.250000 sec): 3 clusters
  Score: Raw -872569.770634 + Penalty 2894.886019 = -869674.884616
  nChanged 382
		SP:Iteration 3F (35594.450000 sec): 3 clusters
  Score: Raw -872741.280393 + Penalty 2894.886019 = -869846.394375
  nChanged 328
		SP:Iteration 4Q (35594.650000 sec): 3 clusters
  Score: Raw -872902.080300 + Penalty 2894.886019 = -870007.194281
  nChanged 305
		SP:Iteration 5Q (35594.820000 sec): 3 clusters
  Score: Raw -873060.768530 + Penalty 2894.886019 = -870165.882512
  nChanged 292
		SP:Iteration 6Q (35595.030000 sec): 3 clusters
  Score: Raw -873216.538471 + Penalty 2894.886019 = -870321.652453
  nChanged 265
		SP:Iteration 7Q (35595.230000 sec): 3 clusters
  Score: Raw -873344.059687 + Penalty 2894.886019 = -870449.173668
  nChanged 262
		SP:Iteration 8Q (35595.440000 sec): 3 clusters
  Score: Raw -873473.675497 + Penalty 2894.886019 = -870578.789478
  nChanged 261
		SP:Iteration 9Q (35595.590000 sec): 3 clusters
  Score: Raw -873627.697294 + Penalty 2894.886019 = -870732.811275
  nChanged 260
		SP:Iteration 10Q (35595.790000 sec): 3 clusters
  Score: Raw -873798.906275 + Penalty 2894.886019 = -870904.020257
  nChanged 257
		SP:Iteration 11Q (35595.970000 sec): 3 clusters
  Score: Raw -873976.842062 + Penalty 2894.886019 = -871081.956044
  nChanged 265
		SP:Iteration 12Q (35596.130000 sec): 3 clusters
  Score: Raw -874169.042969 + Penalty 2894.886019 = -871274.156950
  nChanged 231
		SP:Iteration 13Q (35596.330000 sec): 3 clusters
  Score: Raw -874325.301120 + Penalty 2894.886019 = -871430.415102
  nChanged 172
		SP:Iteration 14Q (35596.490000 sec): 3 clusters
  Score: Raw -874429.379053 + Penalty 2894.886019 = -871534.493035
  nChanged 136
		SP:Iteration 15Q (35596.680000 sec): 3 clusters
  Score: Raw -874516.177152 + Penalty 2894.886019 = -871621.291134
  nChanged 114
		SP:Iteration 16Q (35596.890000 sec): 3 clusters
  Score: Raw -874584.682546 + Penalty 2894.886019 = -871689.796527
  nChanged 91
		SP:Iteration 17Q (35597.030000 sec): 3 clusters
  Score: Raw -874635.299629 + Penalty 2894.886019 = -871740.413611
  nChanged 74
		SP:Iteration 18Q (35597.240000 sec): 3 clusters
  Score: Raw -874676.550775 + Penalty 2894.886019 = -871781.664757
  nChanged 59
		SP:Iteration 19Q (35597.410000 sec): 3 clusters
  Score: Raw -874705.429850 + Penalty 2894.886019 = -871810.543831
  nChanged 55
		SP:Iteration 20F (35597.600000 sec): 3 clusters
  Score: Raw -874732.696912 + Penalty 2894.886019 = -871837.810893
  nChanged 45
		SP:Iteration 21Q (35597.800000 sec): 3 clusters
  Score: Raw -874755.062158 + Penalty 2894.886019 = -871860.176140
  nChanged 42
		SP:Iteration 22Q (35598.020000 sec): 3 clusters
  Score: Raw -874779.991966 + Penalty 2894.886019 = -871885.105947
  nChanged 43
		SP:Iteration 23Q (35598.220000 sec): 3 clusters
  Score: Raw -874803.907323 + Penalty 2894.886019 = -871909.021304
  nChanged 34
		SP:Iteration 24Q (35598.420000 sec): 3 clusters
  Score: Raw -874825.266549 + Penalty 2894.886019 = -871930.380531
  nChanged 28
		SP:Iteration 25Q (35598.600000 sec): 3 clusters
  Score: Raw -874839.773418 + Penalty 2894.886019 = -871944.887400
  nChanged 19
		SP:Iteration 26Q (35598.820000 sec): 3 clusters
  Score: Raw -874849.708847 + Penalty 2894.886019 = -871954.822829
  nChanged 23
		SP:Iteration 27Q (35599.000000 sec): 3 clusters
  Score: Raw -874863.296077 + Penalty 2894.886019 = -871968.410058
  nChanged 21
		SP:Iteration 28Q (35599.220000 sec): 3 clusters
  Score: Raw -874877.820781 + Penalty 2894.886019 = -871982.934763
  nChanged 24
		SP:Iteration 29Q (35599.390000 sec): 3 clusters
  Score: Raw -874892.037605 + Penalty 2894.886019 = -871997.151586
  nChanged 21
		SP:Iteration 30Q (35599.620000 sec): 3 clusters
  Score: Raw -874904.056776 + Penalty 2894.886019 = -872009.170757
  nChanged 12
		SP:Iteration 31Q (35599.830000 sec): 3 clusters
  Score: Raw -874909.342154 + Penalty 2894.886019 = -872014.456136
  nChanged 8
		SP:Iteration 32Q (35600.000000 sec): 3 clusters
  Score: Raw -874912.556930 + Penalty 2894.886019 = -872017.670911
  nChanged 7
		SP:Iteration 33Q (35600.170000 sec): 3 clusters
  Score: Raw -874915.775887 + Penalty 2894.886019 = -872020.889868
  nChanged 9
		SP:Iteration 34Q (35600.400000 sec): 3 clusters
  Score: Raw -874919.168392 + Penalty 2894.886019 = -872024.282373
  nChanged 7
		SP:Iteration 35Q (35600.590000 sec): 3 clusters
  Score: Raw -874922.665387 + Penalty 2894.886019 = -872027.779368
  nChanged 8
		SP:Iteration 36Q (35600.770000 sec): 3 clusters
  Score: Raw -874926.473634 + Penalty 2894.886019 = -872031.587615
  nChanged 7
		SP:Iteration 37Q (35600.960000 sec): 3 clusters
  Score: Raw -874929.751881 + Penalty 2894.886019 = -872034.865862
  nChanged 5
		SP:Iteration 38Q (35601.190000 sec): 3 clusters
  Score: Raw -874932.570067 + Penalty 2894.886019 = -872037.684048
  nChanged 4
		SP:Iteration 39Q (35601.370000 sec): 3 clusters
  Score: Raw -874936.454770 + Penalty 2894.886019 = -872041.568752
  nChanged 10
		SP:Iteration 40F (35601.560000 sec): 3 clusters
  Score: Raw -874942.125541 + Penalty 2894.886019 = -872047.239522
  nChanged 4
		SP:Iteration 41Q (35601.780000 sec): 3 clusters
  Score: Raw -874944.132114 + Penalty 2894.886019 = -872049.246096
  nChanged 4
		SP:Iteration 42Q (35601.950000 sec): 3 clusters
  Score: Raw -874945.399448 + Penalty 2894.886019 = -872050.513429
  nChanged 3
		SP:Iteration 43Q (35602.150000 sec): 3 clusters
  Score: Raw -874946.196200 + Penalty 2894.886019 = -872051.310182
  nChanged 3
		SP:Iteration 44Q (35602.320000 sec): 3 clusters
  Score: Raw -874947.451490 + Penalty 2894.886019 = -872052.565471
  nChanged 1
		SP:Iteration 45Q (35602.550000 sec): 3 clusters
  Score: Raw -874947.971346 + Penalty 2894.886019 = -872053.085328
  nChanged 2
		SP:Iteration 46Q (35602.760000 sec): 3 clusters
  Score: Raw -874949.164067 + Penalty 2894.886019 = -872054.278048
  nChanged 1
		SP:Iteration 47Q (35602.960000 sec): 3 clusters
  Score: Raw -874949.231409 + Penalty 2894.886019 = -872054.345390
  nChanged 0
		SP:Iteration 48F (35603.180000 sec): 3 clusters
  Score: Raw -874949.231409 + Penalty 2894.886019 = -872054.345390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35603.260000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35603.490000 sec): 3 clusters
  Score: Raw -119324.575210 + Penalty 2263.957861 = -117060.617349
  nChanged 319
		SP:Iteration 1F (35603.630000 sec): 3 clusters
  Score: Raw -119627.288009 + Penalty 2263.957861 = -117363.330148
  nChanged 81
		SP:Iteration 2F (35603.800000 sec): 3 clusters
  Score: Raw -119718.678771 + Penalty 2263.957861 = -117454.720911
  nChanged 41
		SP:Iteration 3Q (35603.970000 sec): 3 clusters
  Score: Raw -119781.775418 + Penalty 2263.957861 = -117517.817557
  nChanged 31
		SP:Iteration 4Q (35604.160000 sec): 3 clusters
  Score: Raw -119841.889781 + Penalty 2263.957861 = -117577.931920
  nChanged 29
		SP:Iteration 5Q (35604.360000 sec): 3 clusters
  Score: Raw -119931.137844 + Penalty 2263.957861 = -117667.179983
  nChanged 36
		SP:Iteration 6Q (35604.500000 sec): 3 clusters
  Score: Raw -120032.876405 + Penalty 2263.957861 = -117768.918545
  nChanged 37
		SP:Iteration 7Q (35604.680000 sec): 3 clusters
  Score: Raw -120107.347456 + Penalty 2263.957861 = -117843.389595
  nChanged 39
		SP:Iteration 8Q (35604.880000 sec): 3 clusters
  Score: Raw -120175.885856 + Penalty 2263.957861 = -117911.927996
  nChanged 30
		SP:Iteration 9Q (35605.070000 sec): 3 clusters
  Score: Raw -120215.512180 + Penalty 2263.957861 = -117951.554319
  nChanged 26
		SP:Iteration 10Q (35605.250000 sec): 3 clusters
  Score: Raw -120251.311896 + Penalty 2263.957861 = -117987.354035
  nChanged 24
		SP:Iteration 11Q (35605.430000 sec): 3 clusters
  Score: Raw -120275.071949 + Penalty 2263.957861 = -118011.114088
  nChanged 20
		SP:Iteration 12Q (35605.580000 sec): 3 clusters
  Score: Raw -120306.809374 + Penalty 2263.957861 = -118042.851513
  nChanged 19
		SP:Iteration 13Q (35605.790000 sec): 3 clusters
  Score: Raw -120328.269700 + Penalty 2263.957861 = -118064.311839
  nChanged 13
		SP:Iteration 14Q (35605.920000 sec): 3 clusters
  Score: Raw -120340.498030 + Penalty 2263.957861 = -118076.540169
  nChanged 11
		SP:Iteration 15Q (35606.100000 sec): 3 clusters
  Score: Raw -120349.466300 + Penalty 2263.957861 = -118085.508439
  nChanged 9
		SP:Iteration 16Q (35606.280000 sec): 3 clusters
  Score: Raw -120356.419833 + Penalty 2263.957861 = -118092.461972
  nChanged 2
		SP:Iteration 17Q (35606.470000 sec): 3 clusters
  Score: Raw -120364.506200 + Penalty 2263.957861 = -118100.548339
  nChanged 3
		SP:Iteration 18Q (35606.660000 sec): 3 clusters
  Score: Raw -120371.863209 + Penalty 2263.957861 = -118107.905348
  nChanged 2
		SP:Iteration 19Q (35606.870000 sec): 3 clusters
  Score: Raw -120374.607901 + Penalty 2263.957861 = -118110.650040
  nChanged 0
		SP:Iteration 20F (35607.030000 sec): 3 clusters
  Score: Raw -120376.063434 + Penalty 2263.957861 = -118112.105573
  nChanged 1
		SP:Iteration 21Q (35607.200000 sec): 3 clusters
  Score: Raw -120382.198649 + Penalty 2263.957861 = -118118.240788
  nChanged 3
		SP:Iteration 22Q (35607.390000 sec): 3 clusters
  Score: Raw -120384.203453 + Penalty 2263.957861 = -118120.245592
  nChanged 3
		SP:Iteration 23Q (35607.570000 sec): 3 clusters
  Score: Raw -120392.183227 + Penalty 2263.957861 = -118128.225366
  nChanged 10
		SP:Iteration 24Q (35607.790000 sec): 3 clusters
  Score: Raw -120420.832473 + Penalty 2263.957861 = -118156.874613
  nChanged 16
		SP:Iteration 25Q (35607.960000 sec): 3 clusters
  Score: Raw -120471.027050 + Penalty 2263.957861 = -118207.069189
  nChanged 15
		SP:Iteration 26Q (35608.110000 sec): 3 clusters
  Score: Raw -120502.653246 + Penalty 2263.957861 = -118238.695385
  nChanged 15
		SP:Iteration 27Q (35608.320000 sec): 3 clusters
  Score: Raw -120551.380619 + Penalty 2263.957861 = -118287.422758
  nChanged 10
		SP:Iteration 28Q (35608.440000 sec): 3 clusters
  Score: Raw -120569.081659 + Penalty 2263.957861 = -118305.123798
  nChanged 6
		SP:Iteration 29Q (35608.630000 sec): 3 clusters
  Score: Raw -120592.066873 + Penalty 2263.957861 = -118328.109012
  nChanged 8
		SP:Iteration 30Q (35608.800000 sec): 3 clusters
  Score: Raw -120610.322687 + Penalty 2263.957861 = -118346.364827
  nChanged 4
		SP:Iteration 31Q (35609.000000 sec): 3 clusters
  Score: Raw -120617.526445 + Penalty 2263.957861 = -118353.568584
  nChanged 3
		SP:Iteration 32Q (35609.160000 sec): 3 clusters
  Score: Raw -120619.782153 + Penalty 2263.957861 = -118355.824293
  nChanged 0
		SP:Iteration 33F (35609.350000 sec): 3 clusters
  Score: Raw -120619.782153 + Penalty 2263.957861 = -118355.824293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35609.440000 sec): 2 clusters
  Score: Raw -388802.126448 + Penalty 1319.450641 = -387482.675807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35609.620000 sec): 3 clusters
  Score: Raw -387234.085497 + Penalty 2638.901282 = -384595.184215
  nChanged 1297
		SP:Iteration 1F (35609.760000 sec): 3 clusters
  Score: Raw -388077.997189 + Penalty 2638.901282 = -385439.095907
  nChanged 317
		SP:Iteration 2F (35609.950000 sec): 3 clusters
  Score: Raw -388348.420201 + Penalty 2638.901282 = -385709.518919
  nChanged 233
		SP:Iteration 3F (35610.110000 sec): 3 clusters
  Score: Raw -388557.590056 + Penalty 2638.901282 = -385918.688774
  nChanged 191
		SP:Iteration 4F (35610.330000 sec): 3 clusters
  Score: Raw -388715.734064 + Penalty 2638.901282 = -386076.832781
  nChanged 163
		SP:Iteration 5Q (35610.470000 sec): 3 clusters
  Score: Raw -388837.610551 + Penalty 2638.901282 = -386198.709268
  nChanged 127
		SP:Iteration 6Q (35610.660000 sec): 3 clusters
  Score: Raw -388922.056420 + Penalty 2638.901282 = -386283.155137
  nChanged 104
		SP:Iteration 7Q (35610.840000 sec): 3 clusters
  Score: Raw -388985.062572 + Penalty 2638.901282 = -386346.161290
  nChanged 75
		SP:Iteration 8Q (35611.010000 sec): 3 clusters
  Score: Raw -389024.555693 + Penalty 2638.901282 = -386385.654411
  nChanged 53
		SP:Iteration 9Q (35611.170000 sec): 3 clusters
  Score: Raw -389051.144278 + Penalty 2638.901282 = -386412.242996
  nChanged 40
		SP:Iteration 10Q (35611.300000 sec): 3 clusters
  Score: Raw -389065.917775 + Penalty 2638.901282 = -386427.016493
  nChanged 24
		SP:Iteration 11Q (35611.490000 sec): 3 clusters
  Score: Raw -389075.921150 + Penalty 2638.901282 = -386437.019868
  nChanged 24
		SP:Iteration 12Q (35611.680000 sec): 3 clusters
  Score: Raw -389087.311098 + Penalty 2638.901282 = -386448.409815
  nChanged 18
		SP:Iteration 13Q (35611.870000 sec): 3 clusters
  Score: Raw -389095.494764 + Penalty 2638.901282 = -386456.593482
  nChanged 17
		SP:Iteration 14Q (35612.030000 sec): 3 clusters
  Score: Raw -389102.699415 + Penalty 2638.901282 = -386463.798132
  nChanged 19
		SP:Iteration 15Q (35612.210000 sec): 3 clusters
  Score: Raw -389110.498353 + Penalty 2638.901282 = -386471.597071
  nChanged 19
		SP:Iteration 16Q (35612.360000 sec): 3 clusters
  Score: Raw -389119.632417 + Penalty 2638.901282 = -386480.731134
  nChanged 17
		SP:Iteration 17Q (35612.570000 sec): 3 clusters
  Score: Raw -389126.186608 + Penalty 2638.901282 = -386487.285326
  nChanged 8
		SP:Iteration 18Q (35612.700000 sec): 3 clusters
  Score: Raw -389129.080006 + Penalty 2638.901282 = -386490.178724
  nChanged 7
		SP:Iteration 19Q (35612.890000 sec): 3 clusters
  Score: Raw -389132.218790 + Penalty 2638.901282 = -386493.317508
  nChanged 8
		SP:Iteration 20F (35613.060000 sec): 3 clusters
  Score: Raw -389133.969432 + Penalty 2638.901282 = -386495.068149
  nChanged 3
		SP:Iteration 21Q (35613.230000 sec): 3 clusters
  Score: Raw -389134.929394 + Penalty 2638.901282 = -386496.028112
  nChanged 3
		SP:Iteration 22Q (35613.400000 sec): 3 clusters
  Score: Raw -389135.639988 + Penalty 2638.901282 = -386496.738706
  nChanged 2
		SP:Iteration 23Q (35613.570000 sec): 3 clusters
  Score: Raw -389136.201739 + Penalty 2638.901282 = -386497.300457
  nChanged 3
		SP:Iteration 24Q (35613.800000 sec): 3 clusters
  Score: Raw -389136.536995 + Penalty 2638.901282 = -386497.635712
  nChanged 1
		SP:Iteration 25Q (35614.000000 sec): 3 clusters
  Score: Raw -389136.867330 + Penalty 2638.901282 = -386497.966048
  nChanged 1
		SP:Iteration 26Q (35614.160000 sec): 3 clusters
  Score: Raw -389137.021979 + Penalty 2638.901282 = -386498.120697
  nChanged 0
		SP:Iteration 27F (35614.360000 sec): 3 clusters
  Score: Raw -389137.021979 + Penalty 2638.901282 = -386498.120697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35614.440000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35614.620000 sec): 3 clusters
  Score: Raw -203931.498564 + Penalty 2438.748243 = -201492.750322
  nChanged 632
		SP:Iteration 1F (35614.860000 sec): 3 clusters
  Score: Raw -204365.377614 + Penalty 2438.748243 = -201926.629371
  nChanged 145
		SP:Iteration 2F (35615.010000 sec): 3 clusters
  Score: Raw -204466.985256 + Penalty 2438.748243 = -202028.237013
  nChanged 82
		SP:Iteration 3Q (35615.220000 sec): 3 clusters
  Score: Raw -204520.889738 + Penalty 2438.748243 = -202082.141495
  nChanged 48
		SP:Iteration 4Q (35615.400000 sec): 3 clusters
  Score: Raw -204546.265086 + Penalty 2438.748243 = -202107.516843
  nChanged 46
		SP:Iteration 5Q (35615.550000 sec): 3 clusters
  Score: Raw -204576.559928 + Penalty 2438.748243 = -202137.811685
  nChanged 36
		SP:Iteration 6Q (35615.750000 sec): 3 clusters
  Score: Raw -204599.430259 + Penalty 2438.748243 = -202160.682017
  nChanged 38
		SP:Iteration 7Q (35615.940000 sec): 3 clusters
  Score: Raw -204620.120965 + Penalty 2438.748243 = -202181.372722
  nChanged 28
		SP:Iteration 8Q (35616.100000 sec): 3 clusters
  Score: Raw -204635.471264 + Penalty 2438.748243 = -202196.723021
  nChanged 23
		SP:Iteration 9Q (35616.270000 sec): 3 clusters
  Score: Raw -204649.725993 + Penalty 2438.748243 = -202210.977750
  nChanged 26
		SP:Iteration 10Q (35616.450000 sec): 3 clusters
  Score: Raw -204664.716895 + Penalty 2438.748243 = -202225.968652
  nChanged 22
		SP:Iteration 11Q (35616.640000 sec): 3 clusters
  Score: Raw -204681.724837 + Penalty 2438.748243 = -202242.976595
  nChanged 27
		SP:Iteration 12Q (35616.800000 sec): 3 clusters
  Score: Raw -204697.306683 + Penalty 2438.748243 = -202258.558440
  nChanged 23
		SP:Iteration 13Q (35616.970000 sec): 3 clusters
  Score: Raw -204711.703179 + Penalty 2438.748243 = -202272.954936
  nChanged 29
		SP:Iteration 14Q (35617.160000 sec): 3 clusters
  Score: Raw -204730.540141 + Penalty 2438.748243 = -202291.791899
  nChanged 23
		SP:Iteration 15Q (35617.320000 sec): 3 clusters
  Score: Raw -204749.433796 + Penalty 2438.748243 = -202310.685553
  nChanged 20
		SP:Iteration 16Q (35617.520000 sec): 3 clusters
  Score: Raw -204763.648798 + Penalty 2438.748243 = -202324.900555
  nChanged 19
		SP:Iteration 17Q (35617.680000 sec): 3 clusters
  Score: Raw -204776.772207 + Penalty 2438.748243 = -202338.023964
  nChanged 17
		SP:Iteration 18Q (35617.850000 sec): 3 clusters
  Score: Raw -204786.301094 + Penalty 2438.748243 = -202347.552851
  nChanged 12
		SP:Iteration 19Q (35618.060000 sec): 3 clusters
  Score: Raw -204793.649708 + Penalty 2438.748243 = -202354.901466
  nChanged 9
		SP:Iteration 20F (35618.220000 sec): 3 clusters
  Score: Raw -204802.338589 + Penalty 2438.748243 = -202363.590346
  nChanged 16
		SP:Iteration 21Q (35618.400000 sec): 3 clusters
  Score: Raw -204814.914603 + Penalty 2438.748243 = -202376.166360
  nChanged 8
		SP:Iteration 22Q (35618.570000 sec): 3 clusters
  Score: Raw -204825.078778 + Penalty 2438.748243 = -202386.330535
  nChanged 15
		SP:Iteration 23Q (35618.720000 sec): 3 clusters
  Score: Raw -204840.710740 + Penalty 2438.748243 = -202401.962497
  nChanged 20
		SP:Iteration 24Q (35618.900000 sec): 3 clusters
  Score: Raw -204859.050572 + Penalty 2438.748243 = -202420.302329
  nChanged 16
		SP:Iteration 25Q (35619.080000 sec): 3 clusters
  Score: Raw -204872.145531 + Penalty 2438.748243 = -202433.397288
  nChanged 16
		SP:Iteration 26Q (35619.260000 sec): 3 clusters
  Score: Raw -204886.913875 + Penalty 2438.748243 = -202448.165633
  nChanged 18
		SP:Iteration 27Q (35619.410000 sec): 3 clusters
  Score: Raw -204897.544186 + Penalty 2438.748243 = -202458.795943
  nChanged 9
		SP:Iteration 28Q (35619.600000 sec): 3 clusters
  Score: Raw -204902.184547 + Penalty 2438.748243 = -202463.436305
  nChanged 8
		SP:Iteration 29Q (35619.780000 sec): 3 clusters
  Score: Raw -204908.032333 + Penalty 2438.748243 = -202469.284090
  nChanged 12
		SP:Iteration 30Q (35619.950000 sec): 3 clusters
  Score: Raw -204914.969363 + Penalty 2438.748243 = -202476.221120
  nChanged 7
		SP:Iteration 31Q (35620.140000 sec): 3 clusters
  Score: Raw -204920.165639 + Penalty 2438.748243 = -202481.417396
  nChanged 7
		SP:Iteration 32Q (35620.330000 sec): 3 clusters
  Score: Raw -204922.839360 + Penalty 2438.748243 = -202484.091117
  nChanged 4
		SP:Iteration 33Q (35620.500000 sec): 3 clusters
  Score: Raw -204925.221821 + Penalty 2438.748243 = -202486.473579
  nChanged 4
		SP:Iteration 34Q (35620.670000 sec): 3 clusters
  Score: Raw -204929.357075 + Penalty 2438.748243 = -202490.608833
  nChanged 7
		SP:Iteration 35Q (35620.830000 sec): 3 clusters
  Score: Raw -204932.245818 + Penalty 2438.748243 = -202493.497576
  nChanged 2
		SP:Iteration 36Q (35621.010000 sec): 3 clusters
  Score: Raw -204933.522374 + Penalty 2438.748243 = -202494.774132
  nChanged 2
		SP:Iteration 37Q (35621.210000 sec): 3 clusters
  Score: Raw -204934.387096 + Penalty 2438.748243 = -202495.638853
  nChanged 1
		SP:Iteration 38Q (35621.360000 sec): 3 clusters
  Score: Raw -204935.334816 + Penalty 2438.748243 = -202496.586573
  nChanged 1
		SP:Iteration 39Q (35621.530000 sec): 3 clusters
  Score: Raw -204936.274225 + Penalty 2438.748243 = -202497.525982
  nChanged 4
		SP:Iteration 40F (35621.720000 sec): 3 clusters
  Score: Raw -204939.243291 + Penalty 2438.748243 = -202500.495048
  nChanged 7
		SP:Iteration 41Q (35621.870000 sec): 3 clusters
  Score: Raw -204943.087410 + Penalty 2438.748243 = -202504.339168
  nChanged 3
		SP:Iteration 42Q (35622.040000 sec): 3 clusters
  Score: Raw -204944.186396 + Penalty 2438.748243 = -202505.438153
  nChanged 2
		SP:Iteration 43Q (35622.250000 sec): 3 clusters
  Score: Raw -204945.345687 + Penalty 2438.748243 = -202506.597444
  nChanged 2
		SP:Iteration 44Q (35622.400000 sec): 3 clusters
  Score: Raw -204945.953543 + Penalty 2438.748243 = -202507.205300
  nChanged 0
		SP:Iteration 45F (35622.600000 sec): 3 clusters
  Score: Raw -204945.953543 + Penalty 2438.748243 = -202507.205300
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35622.660000 sec): 2 clusters
  Score: Raw -27024.602577 + Penalty 952.377761 = -26072.224815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35622.840000 sec): 3 clusters
  Score: Raw -27154.099881 + Penalty 1904.755523 = -25249.344359
  nChanged 107
		SP:Iteration 1F (35623.010000 sec): 3 clusters
  Score: Raw -27529.692830 + Penalty 1904.755523 = -25624.937308
  nChanged 28
		SP:Iteration 2F (35623.170000 sec): 3 clusters
  Score: Raw -27708.136208 + Penalty 1904.755523 = -25803.380685
  nChanged 18
		SP:Iteration 3F (35623.330000 sec): 3 clusters
  Score: Raw -27824.598088 + Penalty 1904.755523 = -25919.842565
  nChanged 15
		SP:Iteration 4Q (35623.540000 sec): 3 clusters
  Score: Raw -27900.885518 + Penalty 1904.755523 = -25996.129995
  nChanged 12
		SP:Iteration 5Q (35623.700000 sec): 3 clusters
  Score: Raw -27936.971889 + Penalty 1904.755523 = -26032.216366
  nChanged 7
		SP:Iteration 6Q (35623.880000 sec): 3 clusters
  Score: Raw -27984.467243 + Penalty 1904.755523 = -26079.711721
  nChanged 4
		SP:Iteration 7Q (35624.080000 sec): 3 clusters
  Score: Raw -28015.060300 + Penalty 1904.755523 = -26110.304777
  nChanged 1
		SP:Iteration 8Q (35624.260000 sec): 3 clusters
  Score: Raw -28016.946027 + Penalty 1904.755523 = -26112.190505
  nChanged 1
		SP:Iteration 9Q (35624.440000 sec): 3 clusters
  Score: Raw -28022.073704 + Penalty 1904.755523 = -26117.318181
  nChanged 2
		SP:Iteration 10Q (35624.610000 sec): 3 clusters
  Score: Raw -28029.562299 + Penalty 1904.755523 = -26124.806777
  nChanged 1
		SP:Iteration 11Q (35624.780000 sec): 3 clusters
  Score: Raw -28030.829532 + Penalty 1904.755523 = -26126.074009
  nChanged 0
		SP:Iteration 12F (35624.950000 sec): 3 clusters
  Score: Raw -28040.592526 + Penalty 1904.755523 = -26135.837004
  nChanged 2
		SP:Iteration 13Q (35625.160000 sec): 3 clusters
  Score: Raw -28079.473323 + Penalty 1904.755523 = -26174.717800
  nChanged 5
		SP:Iteration 14Q (35625.310000 sec): 3 clusters
  Score: Raw -28091.613485 + Penalty 1904.755523 = -26186.857962
  nChanged 0
		SP:Iteration 15F (35625.480000 sec): 3 clusters
  Score: Raw -28091.613485 + Penalty 1904.755523 = -26186.857962
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 118.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35625.590000 sec): 2 clusters
  Score: Raw -100735.816751 + Penalty 1103.573488 = -99632.243263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35625.740000 sec): 3 clusters
  Score: Raw -100555.161546 + Penalty 2207.146975 = -98348.014570
  nChanged 246
		SP:Iteration 1F (35625.920000 sec): 3 clusters
  Score: Raw -100887.564801 + Penalty 2207.146975 = -98680.417825
  nChanged 123
		SP:Iteration 2F (35626.070000 sec): 3 clusters
  Score: Raw -101151.400132 + Penalty 2207.146975 = -98944.253156
  nChanged 79
		SP:Iteration 3F (35626.280000 sec): 3 clusters
  Score: Raw -101342.969540 + Penalty 2207.146975 = -99135.822564
  nChanged 62
		SP:Iteration 4F (35626.480000 sec): 3 clusters
  Score: Raw -101486.339611 + Penalty 2207.146975 = -99279.192635
  nChanged 27
		SP:Iteration 5Q (35626.650000 sec): 3 clusters
  Score: Raw -101533.109487 + Penalty 2207.146975 = -99325.962511
  nChanged 18
		SP:Iteration 6Q (35626.820000 sec): 3 clusters
  Score: Raw -101563.146665 + Penalty 2207.146975 = -99355.999689
  nChanged 19
		SP:Iteration 7Q (35627.010000 sec): 3 clusters
  Score: Raw -101592.930526 + Penalty 2207.146975 = -99385.783550
  nChanged 6
		SP:Iteration 8Q (35627.190000 sec): 3 clusters
  Score: Raw -101606.025879 + Penalty 2207.146975 = -99398.878904
  nChanged 5
		SP:Iteration 9Q (35627.370000 sec): 3 clusters
  Score: Raw -101620.016555 + Penalty 2207.146975 = -99412.869579
  nChanged 6
		SP:Iteration 10Q (35627.570000 sec): 3 clusters
  Score: Raw -101640.368336 + Penalty 2207.146975 = -99433.221360
  nChanged 3
		SP:Iteration 11Q (35627.740000 sec): 3 clusters
  Score: Raw -101645.558857 + Penalty 2207.146975 = -99438.411881
  nChanged 3
		SP:Iteration 12Q (35627.940000 sec): 3 clusters
  Score: Raw -101650.066863 + Penalty 2207.146975 = -99442.919887
  nChanged 3
		SP:Iteration 13Q (35628.130000 sec): 3 clusters
  Score: Raw -101652.993711 + Penalty 2207.146975 = -99445.846736
  nChanged 0
		SP:Iteration 14F (35628.270000 sec): 3 clusters
  Score: Raw -101652.993711 + Penalty 2207.146975 = -99445.846736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35628.410000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35628.560000 sec): 3 clusters
  Score: Raw -246732.391772 + Penalty 2487.848041 = -244244.543731
  nChanged 773
		SP:Iteration 1F (35628.740000 sec): 3 clusters
  Score: Raw -247223.856789 + Penalty 2487.848041 = -244736.008749
  nChanged 162
		SP:Iteration 2F (35628.910000 sec): 3 clusters
  Score: Raw -247349.577650 + Penalty 2487.848041 = -244861.729609
  nChanged 107
		SP:Iteration 3F (35629.090000 sec): 3 clusters
  Score: Raw -247457.446480 + Penalty 2487.848041 = -244969.598439
  nChanged 103
		SP:Iteration 4Q (35629.300000 sec): 3 clusters
  Score: Raw -247549.467666 + Penalty 2487.848041 = -245061.619625
  nChanged 75
		SP:Iteration 5Q (35629.440000 sec): 3 clusters
  Score: Raw -247624.114818 + Penalty 2487.848041 = -245136.266777
  nChanged 78
		SP:Iteration 6Q (35629.650000 sec): 3 clusters
  Score: Raw -247690.885003 + Penalty 2487.848041 = -245203.036963
  nChanged 68
		SP:Iteration 7Q (35629.820000 sec): 3 clusters
  Score: Raw -247757.127252 + Penalty 2487.848041 = -245269.279212
  nChanged 61
		SP:Iteration 8Q (35629.990000 sec): 3 clusters
  Score: Raw -247806.311160 + Penalty 2487.848041 = -245318.463119
  nChanged 43
		SP:Iteration 9Q (35630.150000 sec): 3 clusters
  Score: Raw -247841.336138 + Penalty 2487.848041 = -245353.488097
  nChanged 46
		SP:Iteration 10Q (35630.380000 sec): 3 clusters
  Score: Raw -247886.443971 + Penalty 2487.848041 = -245398.595931
  nChanged 48
		SP:Iteration 11Q (35630.530000 sec): 3 clusters
  Score: Raw -247935.245471 + Penalty 2487.848041 = -245447.397430
  nChanged 47
		SP:Iteration 12Q (35630.730000 sec): 3 clusters
  Score: Raw -247982.731609 + Penalty 2487.848041 = -245494.883568
  nChanged 46
		SP:Iteration 13Q (35630.890000 sec): 3 clusters
  Score: Raw -248048.818552 + Penalty 2487.848041 = -245560.970512
  nChanged 54
		SP:Iteration 14Q (35631.100000 sec): 3 clusters
  Score: Raw -248092.357539 + Penalty 2487.848041 = -245604.509498
  nChanged 34
		SP:Iteration 15Q (35631.250000 sec): 3 clusters
  Score: Raw -248126.459278 + Penalty 2487.848041 = -245638.611238
  nChanged 37
		SP:Iteration 16Q (35631.420000 sec): 3 clusters
  Score: Raw -248163.442137 + Penalty 2487.848041 = -245675.594097
  nChanged 36
		SP:Iteration 17Q (35631.590000 sec): 3 clusters
  Score: Raw -248193.992161 + Penalty 2487.848041 = -245706.144120
  nChanged 26
		SP:Iteration 18Q (35631.790000 sec): 3 clusters
  Score: Raw -248208.356519 + Penalty 2487.848041 = -245720.508479
  nChanged 19
		SP:Iteration 19Q (35631.950000 sec): 3 clusters
  Score: Raw -248221.583238 + Penalty 2487.848041 = -245733.735197
  nChanged 18
		SP:Iteration 20F (35632.140000 sec): 3 clusters
  Score: Raw -248234.288062 + Penalty 2487.848041 = -245746.440021
  nChanged 11
		SP:Iteration 21Q (35632.320000 sec): 3 clusters
  Score: Raw -248241.017319 + Penalty 2487.848041 = -245753.169278
  nChanged 7
		SP:Iteration 22Q (35632.460000 sec): 3 clusters
  Score: Raw -248245.651842 + Penalty 2487.848041 = -245757.803801
  nChanged 4
		SP:Iteration 23Q (35632.620000 sec): 3 clusters
  Score: Raw -248248.251109 + Penalty 2487.848041 = -245760.403068
  nChanged 1
		SP:Iteration 24Q (35632.720000 sec): 3 clusters
  Score: Raw -248248.532012 + Penalty 2487.848041 = -245760.683972
  nChanged 0
		SP:Iteration 25F (35632.890000 sec): 3 clusters
  Score: Raw -248248.532012 + Penalty 2487.848041 = -245760.683972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35633.020000 sec): 2 clusters
  Score: Raw -1797971.237338 + Penalty 1564.346131 = -1796406.891208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35633.280000 sec): 3 clusters
  Score: Raw -1789096.434461 + Penalty 3128.692262 = -1785967.742200
  nChanged 6741
		SP:Iteration 1F (35633.520000 sec): 3 clusters
  Score: Raw -1792736.942079 + Penalty 3128.692262 = -1789608.249817
  nChanged 834
		SP:Iteration 2F (35633.780000 sec): 3 clusters
  Score: Raw -1793039.601490 + Penalty 3128.692262 = -1789910.909229
  nChanged 710
		SP:Iteration 3Q (35634.060000 sec): 3 clusters
  Score: Raw -1793292.156094 + Penalty 3128.692262 = -1790163.463833
  nChanged 642
		SP:Iteration 4Q (35634.260000 sec): 3 clusters
  Score: Raw -1793545.211085 + Penalty 3128.692262 = -1790416.518823
  nChanged 668
		SP:Iteration 5Q (35634.520000 sec): 3 clusters
  Score: Raw -1793841.455161 + Penalty 3128.692262 = -1790712.762900
  nChanged 758
		SP:Iteration 6Q (35634.730000 sec): 3 clusters
  Score: Raw -1794248.416107 + Penalty 3128.692262 = -1791119.723845
  nChanged 805
		SP:Iteration 7F (35635.030000 sec): 3 clusters
  Score: Raw -1794709.492639 + Penalty 3128.692262 = -1791580.800377
  nChanged 849
		SP:Iteration 8F (35635.260000 sec): 3 clusters
  Score: Raw -1795222.079305 + Penalty 3128.692262 = -1792093.387044
  nChanged 793
		SP:Iteration 9F (35635.500000 sec): 3 clusters
  Score: Raw -1795694.038479 + Penalty 3128.692262 = -1792565.346217
  nChanged 698
		SP:Iteration 10Q (35635.750000 sec): 3 clusters
  Score: Raw -1796093.282655 + Penalty 3128.692262 = -1792964.590393
  nChanged 602
		SP:Iteration 11Q (35635.960000 sec): 3 clusters
  Score: Raw -1796417.399990 + Penalty 3128.692262 = -1793288.707728
  nChanged 475
		SP:Iteration 12Q (35636.220000 sec): 3 clusters
  Score: Raw -1796667.878144 + Penalty 3128.692262 = -1793539.185883
  nChanged 406
		SP:Iteration 13Q (35636.440000 sec): 3 clusters
  Score: Raw -1796884.187043 + Penalty 3128.692262 = -1793755.494781
  nChanged 329
		SP:Iteration 14Q (35636.660000 sec): 3 clusters
  Score: Raw -1797047.356188 + Penalty 3128.692262 = -1793918.663927
  nChanged 279
		SP:Iteration 15Q (35636.880000 sec): 3 clusters
  Score: Raw -1797193.212440 + Penalty 3128.692262 = -1794064.520178
  nChanged 240
		SP:Iteration 16Q (35637.120000 sec): 3 clusters
  Score: Raw -1797335.446655 + Penalty 3128.692262 = -1794206.754394
  nChanged 218
		SP:Iteration 17Q (35637.340000 sec): 3 clusters
  Score: Raw -1797463.259985 + Penalty 3128.692262 = -1794334.567723
  nChanged 215
		SP:Iteration 18Q (35637.580000 sec): 3 clusters
  Score: Raw -1797594.308290 + Penalty 3128.692262 = -1794465.616028
  nChanged 182
		SP:Iteration 19Q (35637.800000 sec): 3 clusters
  Score: Raw -1797702.559535 + Penalty 3128.692262 = -1794573.867273
  nChanged 150
		SP:Iteration 20F (35638.040000 sec): 3 clusters
  Score: Raw -1797760.692112 + Penalty 3128.692262 = -1794631.999851
  nChanged 102
		SP:Iteration 21Q (35638.250000 sec): 3 clusters
  Score: Raw -1797795.296092 + Penalty 3128.692262 = -1794666.603830
  nChanged 105
		SP:Iteration 22Q (35638.470000 sec): 3 clusters
  Score: Raw -1797828.550641 + Penalty 3128.692262 = -1794699.858379
  nChanged 91
		SP:Iteration 23Q (35638.730000 sec): 3 clusters
  Score: Raw -1797860.513826 + Penalty 3128.692262 = -1794731.821564
  nChanged 86
		SP:Iteration 24Q (35638.900000 sec): 3 clusters
  Score: Raw -1797886.633498 + Penalty 3128.692262 = -1794757.941236
  nChanged 62
		SP:Iteration 25Q (35639.150000 sec): 3 clusters
  Score: Raw -1797905.173756 + Penalty 3128.692262 = -1794776.481494
  nChanged 60
		SP:Iteration 26Q (35639.350000 sec): 3 clusters
  Score: Raw -1797921.940251 + Penalty 3128.692262 = -1794793.247990
  nChanged 48
		SP:Iteration 27Q (35639.620000 sec): 3 clusters
  Score: Raw -1797934.129581 + Penalty 3128.692262 = -1794805.437320
  nChanged 54
		SP:Iteration 28Q (35639.810000 sec): 3 clusters
  Score: Raw -1797946.935931 + Penalty 3128.692262 = -1794818.243669
  nChanged 48
		SP:Iteration 29Q (35640.070000 sec): 3 clusters
  Score: Raw -1797956.565354 + Penalty 3128.692262 = -1794827.873093
  nChanged 43
		SP:Iteration 30Q (35640.280000 sec): 3 clusters
  Score: Raw -1797965.427905 + Penalty 3128.692262 = -1794836.735643
  nChanged 38
		SP:Iteration 31Q (35640.550000 sec): 3 clusters
  Score: Raw -1797975.345739 + Penalty 3128.692262 = -1794846.653477
  nChanged 32
		SP:Iteration 32Q (35640.750000 sec): 3 clusters
  Score: Raw -1797981.349612 + Penalty 3128.692262 = -1794852.657350
  nChanged 33
		SP:Iteration 33Q (35641.030000 sec): 3 clusters
  Score: Raw -1797988.681468 + Penalty 3128.692262 = -1794859.989206
  nChanged 40
		SP:Iteration 34Q (35641.220000 sec): 3 clusters
  Score: Raw -1797999.243668 + Penalty 3128.692262 = -1794870.551407
  nChanged 38
		SP:Iteration 35Q (35641.460000 sec): 3 clusters
  Score: Raw -1798010.353347 + Penalty 3128.692262 = -1794881.661086
  nChanged 37
		SP:Iteration 36Q (35641.720000 sec): 3 clusters
  Score: Raw -1798021.413150 + Penalty 3128.692262 = -1794892.720888
  nChanged 35
		SP:Iteration 37Q (35641.940000 sec): 3 clusters
  Score: Raw -1798033.299706 + Penalty 3128.692262 = -1794904.607444
  nChanged 33
		SP:Iteration 38Q (35642.150000 sec): 3 clusters
  Score: Raw -1798045.093093 + Penalty 3128.692262 = -1794916.400831
  nChanged 40
		SP:Iteration 39Q (35642.370000 sec): 3 clusters
  Score: Raw -1798055.178068 + Penalty 3128.692262 = -1794926.485806
  nChanged 34
		SP:Iteration 40F (35642.590000 sec): 3 clusters
  Score: Raw -1798064.633262 + Penalty 3128.692262 = -1794935.941000
  nChanged 40
		SP:Iteration 41Q (35642.840000 sec): 3 clusters
  Score: Raw -1798074.785128 + Penalty 3128.692262 = -1794946.092867
  nChanged 34
		SP:Iteration 42Q (35643.060000 sec): 3 clusters
  Score: Raw -1798085.971693 + Penalty 3128.692262 = -1794957.279432
  nChanged 37
		SP:Iteration 43Q (35643.300000 sec): 3 clusters
  Score: Raw -1798097.395637 + Penalty 3128.692262 = -1794968.703375
  nChanged 31
		SP:Iteration 44Q (35643.520000 sec): 3 clusters
  Score: Raw -1798107.284499 + Penalty 3128.692262 = -1794978.592238
  nChanged 30
		SP:Iteration 45Q (35643.740000 sec): 3 clusters
  Score: Raw -1798116.183961 + Penalty 3128.692262 = -1794987.491700
  nChanged 29
		SP:Iteration 46Q (35643.980000 sec): 3 clusters
  Score: Raw -1798124.901753 + Penalty 3128.692262 = -1794996.209492
  nChanged 26
		SP:Iteration 47Q (35644.200000 sec): 3 clusters
  Score: Raw -1798133.210301 + Penalty 3128.692262 = -1795004.518039
  nChanged 16
		SP:Iteration 48Q (35644.390000 sec): 3 clusters
  Score: Raw -1798137.465155 + Penalty 3128.692262 = -1795008.772894
  nChanged 17
		SP:Iteration 49Q (35644.610000 sec): 3 clusters
  Score: Raw -1798142.502221 + Penalty 3128.692262 = -1795013.809960
  nChanged 22
		SP:Iteration 50Q (35644.850000 sec): 3 clusters
  Score: Raw -1798148.832100 + Penalty 3128.692262 = -1795020.139838
  nChanged 23
		SP:Iteration 51Q (35645.090000 sec): 3 clusters
  Score: Raw -1798154.215057 + Penalty 3128.692262 = -1795025.522795
  nChanged 15
		SP:Iteration 52Q (35645.330000 sec): 3 clusters
  Score: Raw -1798157.650846 + Penalty 3128.692262 = -1795028.958585
  nChanged 10
		SP:Iteration 53Q (35645.540000 sec): 3 clusters
  Score: Raw -1798159.974664 + Penalty 3128.692262 = -1795031.282402
  nChanged 9
		SP:Iteration 54Q (35645.790000 sec): 3 clusters
  Score: Raw -1798162.030283 + Penalty 3128.692262 = -1795033.338021
  nChanged 9
		SP:Iteration 55Q (35646.060000 sec): 3 clusters
  Score: Raw -1798164.398729 + Penalty 3128.692262 = -1795035.706468
  nChanged 7
		SP:Iteration 56Q (35646.280000 sec): 3 clusters
  Score: Raw -1798166.515298 + Penalty 3128.692262 = -1795037.823036
  nChanged 11
		SP:Iteration 57Q (35646.570000 sec): 3 clusters
  Score: Raw -1798168.912707 + Penalty 3128.692262 = -1795040.220446
  nChanged 6
		SP:Iteration 58Q (35646.760000 sec): 3 clusters
  Score: Raw -1798170.219284 + Penalty 3128.692262 = -1795041.527023
  nChanged 9
		SP:Iteration 59Q (35647.000000 sec): 3 clusters
  Score: Raw -1798171.826436 + Penalty 3128.692262 = -1795043.134174
  nChanged 6
		SP:Iteration 60F (35647.210000 sec): 3 clusters
  Score: Raw -1798172.816065 + Penalty 3128.692262 = -1795044.123803
  nChanged 4
		SP:Iteration 61Q (35647.490000 sec): 3 clusters
  Score: Raw -1798173.506527 + Penalty 3128.692262 = -1795044.814265
  nChanged 5
		SP:Iteration 62Q (35647.700000 sec): 3 clusters
  Score: Raw -1798174.788708 + Penalty 3128.692262 = -1795046.096446
  nChanged 3
		SP:Iteration 63Q (35647.920000 sec): 3 clusters
  Score: Raw -1798175.948342 + Penalty 3128.692262 = -1795047.256080
  nChanged 7
		SP:Iteration 64Q (35648.150000 sec): 3 clusters
  Score: Raw -1798178.044042 + Penalty 3128.692262 = -1795049.351780
  nChanged 4
		SP:Iteration 65Q (35648.360000 sec): 3 clusters
  Score: Raw -1798179.090652 + Penalty 3128.692262 = -1795050.398390
  nChanged 3
		SP:Iteration 66Q (35648.620000 sec): 3 clusters
  Score: Raw -1798179.767029 + Penalty 3128.692262 = -1795051.074768
  nChanged 3
		SP:Iteration 67Q (35648.810000 sec): 3 clusters
  Score: Raw -1798180.159747 + Penalty 3128.692262 = -1795051.467485
  nChanged 4
		SP:Iteration 68Q (35649.070000 sec): 3 clusters
  Score: Raw -1798181.079888 + Penalty 3128.692262 = -1795052.387627
  nChanged 2
		SP:Iteration 69Q (35649.290000 sec): 3 clusters
  Score: Raw -1798181.405592 + Penalty 3128.692262 = -1795052.713330
  nChanged 2
		SP:Iteration 70Q (35649.540000 sec): 3 clusters
  Score: Raw -1798181.723533 + Penalty 3128.692262 = -1795053.031272
  nChanged 1
		SP:Iteration 71Q (35649.750000 sec): 3 clusters
  Score: Raw -1798181.937688 + Penalty 3128.692262 = -1795053.245426
  nChanged 0
		SP:Iteration 72F (35649.990000 sec): 3 clusters
  Score: Raw -1798181.937688 + Penalty 3128.692262 = -1795053.245426
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35650.070000 sec): 2 clusters
  Score: Raw -469686.364757 + Penalty 1348.107742 = -468338.257015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35650.260000 sec): 3 clusters
  Score: Raw -467697.460583 + Penalty 2696.215484 = -465001.245099
  nChanged 1567
		SP:Iteration 1F (35650.430000 sec): 3 clusters
  Score: Raw -468745.780863 + Penalty 2696.215484 = -466049.565379
  nChanged 339
		SP:Iteration 2F (35650.650000 sec): 3 clusters
  Score: Raw -469014.073398 + Penalty 2696.215484 = -466317.857915
  nChanged 253
		SP:Iteration 3F (35650.800000 sec): 3 clusters
  Score: Raw -469209.637374 + Penalty 2696.215484 = -466513.421890
  nChanged 229
		SP:Iteration 4F (35650.990000 sec): 3 clusters
  Score: Raw -469415.470539 + Penalty 2696.215484 = -466719.255055
  nChanged 232
		SP:Iteration 5F (35651.210000 sec): 3 clusters
  Score: Raw -469616.199464 + Penalty 2696.215484 = -466919.983980
  nChanged 186
		SP:Iteration 6Q (35651.330000 sec): 3 clusters
  Score: Raw -469802.954802 + Penalty 2696.215484 = -467106.739318
  nChanged 157
		SP:Iteration 7Q (35651.500000 sec): 3 clusters
  Score: Raw -469924.631935 + Penalty 2696.215484 = -467228.416451
  nChanged 131
		SP:Iteration 8Q (35651.680000 sec): 3 clusters
  Score: Raw -469996.846232 + Penalty 2696.215484 = -467300.630748
  nChanged 85
		SP:Iteration 9Q (35651.850000 sec): 3 clusters
  Score: Raw -470039.029006 + Penalty 2696.215484 = -467342.813522
  nChanged 67
		SP:Iteration 10Q (35652.050000 sec): 3 clusters
  Score: Raw -470069.859053 + Penalty 2696.215484 = -467373.643569
  nChanged 49
		SP:Iteration 11Q (35652.220000 sec): 3 clusters
  Score: Raw -470087.257997 + Penalty 2696.215484 = -467391.042513
  nChanged 29
		SP:Iteration 12Q (35652.410000 sec): 3 clusters
  Score: Raw -470096.134572 + Penalty 2696.215484 = -467399.919088
  nChanged 21
		SP:Iteration 13Q (35652.580000 sec): 3 clusters
  Score: Raw -470103.017493 + Penalty 2696.215484 = -467406.802009
  nChanged 14
		SP:Iteration 14Q (35652.790000 sec): 3 clusters
  Score: Raw -470108.903931 + Penalty 2696.215484 = -467412.688447
  nChanged 17
		SP:Iteration 15Q (35652.950000 sec): 3 clusters
  Score: Raw -470115.184332 + Penalty 2696.215484 = -467418.968848
  nChanged 20
		SP:Iteration 16Q (35653.120000 sec): 3 clusters
  Score: Raw -470123.830205 + Penalty 2696.215484 = -467427.614721
  nChanged 19
		SP:Iteration 17Q (35653.360000 sec): 3 clusters
  Score: Raw -470130.247350 + Penalty 2696.215484 = -467434.031866
  nChanged 14
		SP:Iteration 18Q (35653.500000 sec): 3 clusters
  Score: Raw -470134.611616 + Penalty 2696.215484 = -467438.396133
  nChanged 11
		SP:Iteration 19Q (35653.680000 sec): 3 clusters
  Score: Raw -470138.913689 + Penalty 2696.215484 = -467442.698205
  nChanged 18
		SP:Iteration 20F (35653.890000 sec): 3 clusters
  Score: Raw -470147.904046 + Penalty 2696.215484 = -467451.688562
  nChanged 19
		SP:Iteration 21Q (35654.080000 sec): 3 clusters
  Score: Raw -470156.928463 + Penalty 2696.215484 = -467460.712979
  nChanged 30
		SP:Iteration 22Q (35654.260000 sec): 3 clusters
  Score: Raw -470168.611186 + Penalty 2696.215484 = -467472.395702
  nChanged 25
		SP:Iteration 23Q (35654.470000 sec): 3 clusters
  Score: Raw -470184.878593 + Penalty 2696.215484 = -467488.663109
  nChanged 34
		SP:Iteration 24Q (35654.630000 sec): 3 clusters
  Score: Raw -470203.571926 + Penalty 2696.215484 = -467507.356443
  nChanged 41
		SP:Iteration 25Q (35654.830000 sec): 3 clusters
  Score: Raw -470232.953430 + Penalty 2696.215484 = -467536.737946
  nChanged 46
		SP:Iteration 26Q (35654.990000 sec): 3 clusters
  Score: Raw -470262.084790 + Penalty 2696.215484 = -467565.869306
  nChanged 57
		SP:Iteration 27Q (35655.180000 sec): 3 clusters
  Score: Raw -470293.656934 + Penalty 2696.215484 = -467597.441450
  nChanged 52
		SP:Iteration 28Q (35655.370000 sec): 3 clusters
  Score: Raw -470320.122700 + Penalty 2696.215484 = -467623.907216
  nChanged 45
		SP:Iteration 29Q (35655.590000 sec): 3 clusters
  Score: Raw -470343.192773 + Penalty 2696.215484 = -467646.977289
  nChanged 46
		SP:Iteration 30Q (35655.790000 sec): 3 clusters
  Score: Raw -470367.178151 + Penalty 2696.215484 = -467670.962667
  nChanged 46
		SP:Iteration 31Q (35655.950000 sec): 3 clusters
  Score: Raw -470391.692813 + Penalty 2696.215484 = -467695.477330
  nChanged 43
		SP:Iteration 32Q (35656.140000 sec): 3 clusters
  Score: Raw -470420.815042 + Penalty 2696.215484 = -467724.599558
  nChanged 51
		SP:Iteration 33Q (35656.350000 sec): 3 clusters
  Score: Raw -470455.158050 + Penalty 2696.215484 = -467758.942566
  nChanged 51
		SP:Iteration 34Q (35656.540000 sec): 3 clusters
  Score: Raw -470484.324174 + Penalty 2696.215484 = -467788.108690
  nChanged 41
		SP:Iteration 35Q (35656.720000 sec): 3 clusters
  Score: Raw -470502.760839 + Penalty 2696.215484 = -467806.545355
  nChanged 30
		SP:Iteration 36Q (35656.860000 sec): 3 clusters
  Score: Raw -470512.937172 + Penalty 2696.215484 = -467816.721688
  nChanged 21
		SP:Iteration 37Q (35657.060000 sec): 3 clusters
  Score: Raw -470520.987468 + Penalty 2696.215484 = -467824.771984
  nChanged 15
		SP:Iteration 38Q (35657.300000 sec): 3 clusters
  Score: Raw -470525.060054 + Penalty 2696.215484 = -467828.844570
  nChanged 16
		SP:Iteration 39Q (35657.460000 sec): 3 clusters
  Score: Raw -470532.008020 + Penalty 2696.215484 = -467835.792536
  nChanged 23
		SP:Iteration 40F (35657.660000 sec): 3 clusters
  Score: Raw -470541.216045 + Penalty 2696.215484 = -467845.000561
  nChanged 26
		SP:Iteration 41Q (35657.840000 sec): 3 clusters
  Score: Raw -470551.993035 + Penalty 2696.215484 = -467855.777551
  nChanged 15
		SP:Iteration 42Q (35658.000000 sec): 3 clusters
  Score: Raw -470557.604926 + Penalty 2696.215484 = -467861.389442
  nChanged 13
		SP:Iteration 43Q (35658.180000 sec): 3 clusters
  Score: Raw -470561.105999 + Penalty 2696.215484 = -467864.890515
  nChanged 10
		SP:Iteration 44Q (35658.320000 sec): 3 clusters
  Score: Raw -470564.148820 + Penalty 2696.215484 = -467867.933336
  nChanged 8
		SP:Iteration 45Q (35658.480000 sec): 3 clusters
  Score: Raw -470565.761960 + Penalty 2696.215484 = -467869.546476
  nChanged 3
		SP:Iteration 46Q (35658.630000 sec): 3 clusters
  Score: Raw -470566.502719 + Penalty 2696.215484 = -467870.287235
  nChanged 5
		SP:Iteration 47Q (35658.790000 sec): 3 clusters
  Score: Raw -470567.587508 + Penalty 2696.215484 = -467871.372024
  nChanged 7
		SP:Iteration 48Q (35659.020000 sec): 3 clusters
  Score: Raw -470569.155343 + Penalty 2696.215484 = -467872.939860
  nChanged 4
		SP:Iteration 49Q (35659.200000 sec): 3 clusters
  Score: Raw -470570.243020 + Penalty 2696.215484 = -467874.027536
  nChanged 4
		SP:Iteration 50Q (35659.370000 sec): 3 clusters
  Score: Raw -470571.592867 + Penalty 2696.215484 = -467875.377383
  nChanged 3
		SP:Iteration 51Q (35659.570000 sec): 3 clusters
  Score: Raw -470572.638216 + Penalty 2696.215484 = -467876.422732
  nChanged 2
		SP:Iteration 52Q (35659.720000 sec): 3 clusters
  Score: Raw -470573.054521 + Penalty 2696.215484 = -467876.839037
  nChanged 3
		SP:Iteration 53Q (35659.910000 sec): 3 clusters
  Score: Raw -470573.479208 + Penalty 2696.215484 = -467877.263725
  nChanged 1
		SP:Iteration 54Q (35660.100000 sec): 3 clusters
  Score: Raw -470573.837771 + Penalty 2696.215484 = -467877.622287
  nChanged 3
		SP:Iteration 55Q (35660.290000 sec): 3 clusters
  Score: Raw -470574.102844 + Penalty 2696.215484 = -467877.887360
  nChanged 0
		SP:Iteration 56F (35660.500000 sec): 3 clusters
  Score: Raw -470574.102844 + Penalty 2696.215484 = -467877.887360
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35660.640000 sec): 2 clusters
  Score: Raw -446813.313583 + Penalty 1342.161957 = -445471.151626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35660.810000 sec): 3 clusters
  Score: Raw -444904.445940 + Penalty 2684.323913 = -442220.122026
  nChanged 1492
		SP:Iteration 1F (35660.990000 sec): 3 clusters
  Score: Raw -445775.866410 + Penalty 2684.323913 = -443091.542496
  nChanged 341
		SP:Iteration 2F (35661.170000 sec): 3 clusters
  Score: Raw -446032.798082 + Penalty 2684.323913 = -443348.474169
  nChanged 267
		SP:Iteration 3F (35661.350000 sec): 3 clusters
  Score: Raw -446261.309161 + Penalty 2684.323913 = -443576.985247
  nChanged 264
		SP:Iteration 4F (35661.580000 sec): 3 clusters
  Score: Raw -446507.900142 + Penalty 2684.323913 = -443823.576228
  nChanged 231
		SP:Iteration 5F (35661.740000 sec): 3 clusters
  Score: Raw -446709.070953 + Penalty 2684.323913 = -444024.747040
  nChanged 185
		SP:Iteration 6Q (35661.940000 sec): 3 clusters
  Score: Raw -446881.179463 + Penalty 2684.323913 = -444196.855550
  nChanged 153
		SP:Iteration 7Q (35662.120000 sec): 3 clusters
  Score: Raw -447003.551211 + Penalty 2684.323913 = -444319.227298
  nChanged 139
		SP:Iteration 8Q (35662.320000 sec): 3 clusters
  Score: Raw -447098.452824 + Penalty 2684.323913 = -444414.128911
  nChanged 100
		SP:Iteration 9Q (35662.510000 sec): 3 clusters
  Score: Raw -447158.965144 + Penalty 2684.323913 = -444474.641231
  nChanged 67
		SP:Iteration 10Q (35662.710000 sec): 3 clusters
  Score: Raw -447194.714704 + Penalty 2684.323913 = -444510.390790
  nChanged 54
		SP:Iteration 11Q (35662.880000 sec): 3 clusters
  Score: Raw -447221.397183 + Penalty 2684.323913 = -444537.073270
  nChanged 45
		SP:Iteration 12Q (35663.090000 sec): 3 clusters
  Score: Raw -447240.174451 + Penalty 2684.323913 = -444555.850537
  nChanged 34
		SP:Iteration 13Q (35663.240000 sec): 3 clusters
  Score: Raw -447252.973765 + Penalty 2684.323913 = -444568.649851
  nChanged 28
		SP:Iteration 14Q (35663.460000 sec): 3 clusters
  Score: Raw -447265.745034 + Penalty 2684.323913 = -444581.421121
  nChanged 24
		SP:Iteration 15Q (35663.640000 sec): 3 clusters
  Score: Raw -447273.123715 + Penalty 2684.323913 = -444588.799801
  nChanged 17
		SP:Iteration 16Q (35663.800000 sec): 3 clusters
  Score: Raw -447277.242500 + Penalty 2684.323913 = -444592.918586
  nChanged 10
		SP:Iteration 17Q (35663.980000 sec): 3 clusters
  Score: Raw -447279.398345 + Penalty 2684.323913 = -444595.074431
  nChanged 7
		SP:Iteration 18Q (35664.160000 sec): 3 clusters
  Score: Raw -447281.727038 + Penalty 2684.323913 = -444597.403125
  nChanged 5
		SP:Iteration 19Q (35664.400000 sec): 3 clusters
  Score: Raw -447282.716665 + Penalty 2684.323913 = -444598.392751
  nChanged 4
		SP:Iteration 20F (35664.590000 sec): 3 clusters
  Score: Raw -447283.166426 + Penalty 2684.323913 = -444598.842513
  nChanged 1
		SP:Iteration 21Q (35664.790000 sec): 3 clusters
  Score: Raw -447283.916529 + Penalty 2684.323913 = -444599.592615
  nChanged 3
		SP:Iteration 22Q (35664.970000 sec): 3 clusters
  Score: Raw -447284.486034 + Penalty 2684.323913 = -444600.162120
  nChanged 1
		SP:Iteration 23Q (35665.160000 sec): 3 clusters
  Score: Raw -447284.798409 + Penalty 2684.323913 = -444600.474495
  nChanged 1
		SP:Iteration 24Q (35665.360000 sec): 3 clusters
  Score: Raw -447285.071598 + Penalty 2684.323913 = -444600.747684
  nChanged 1
		SP:Iteration 25Q (35665.510000 sec): 3 clusters
  Score: Raw -447285.233123 + Penalty 2684.323913 = -444600.909210
  nChanged 0
		SP:Iteration 26F (35665.710000 sec): 3 clusters
  Score: Raw -447285.233123 + Penalty 2684.323913 = -444600.909210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35665.800000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35665.990000 sec): 3 clusters
  Score: Raw -13715.713445 + Penalty 1563.959915 = -12151.753530
  nChanged 9
		SP:Iteration 1F (35666.180000 sec): 3 clusters
  Score: Raw -13790.269594 + Penalty 1563.959915 = -12226.309678
  nChanged 4
		SP:Iteration 2Q (35666.330000 sec): 3 clusters
  Score: Raw -13820.217573 + Penalty 1563.959915 = -12256.257657
  nChanged 2
		SP:Iteration 3Q (35666.490000 sec): 3 clusters
  Score: Raw -13826.089365 + Penalty 1563.959915 = -12262.129449
  nChanged 0
		SP:Iteration 4F (35666.660000 sec): 3 clusters
  Score: Raw -13826.089365 + Penalty 1563.959915 = -12262.129449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35666.760000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35666.960000 sec): 3 clusters
  Score: Raw -59364.137724 + Penalty 2030.613934 = -57333.523790
  nChanged 124
		SP:Iteration 1F (35667.120000 sec): 3 clusters
  Score: Raw -59531.857223 + Penalty 2030.613934 = -57501.243289
  nChanged 35
		SP:Iteration 2F (35667.270000 sec): 3 clusters
  Score: Raw -59588.562678 + Penalty 2030.613934 = -57557.948744
  nChanged 12
		SP:Iteration 3Q (35667.410000 sec): 3 clusters
  Score: Raw -59608.249096 + Penalty 2030.613934 = -57577.635161
  nChanged 11
		SP:Iteration 4Q (35667.600000 sec): 3 clusters
  Score: Raw -59626.696781 + Penalty 2030.613934 = -57596.082846
  nChanged 4
		SP:Iteration 5Q (35667.750000 sec): 3 clusters
  Score: Raw -59632.945751 + Penalty 2030.613934 = -57602.331817
  nChanged 3
		SP:Iteration 6Q (35667.920000 sec): 3 clusters
  Score: Raw -59636.484216 + Penalty 2030.613934 = -57605.870282
  nChanged 0
		SP:Iteration 7F (35668.110000 sec): 3 clusters
  Score: Raw -59636.484216 + Penalty 2030.613934 = -57605.870282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3295 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35668.220000 sec): 2 clusters
  Score: Raw -379165.172045 + Penalty 1316.276235 = -377848.895810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35668.360000 sec): 3 clusters
  Score: Raw -377624.392270 + Penalty 2632.552470 = -374991.839800
  nChanged 1228
		SP:Iteration 1F (35668.550000 sec): 3 clusters
  Score: Raw -378380.770895 + Penalty 2632.552470 = -375748.218424
  nChanged 302
		SP:Iteration 2F (35668.720000 sec): 3 clusters
  Score: Raw -378667.808300 + Penalty 2632.552470 = -376035.255830
  nChanged 263
		SP:Iteration 3F (35668.900000 sec): 3 clusters
  Score: Raw -378984.682493 + Penalty 2632.552470 = -376352.130023
  nChanged 249
		SP:Iteration 4F (35669.090000 sec): 3 clusters
  Score: Raw -379310.910317 + Penalty 2632.552470 = -376678.357847
  nChanged 219
		SP:Iteration 5F (35669.280000 sec): 3 clusters
  Score: Raw -379633.586227 + Penalty 2632.552470 = -377001.033756
  nChanged 203
		SP:Iteration 6F (35669.460000 sec): 3 clusters
  Score: Raw -379870.596026 + Penalty 2632.552470 = -377238.043555
  nChanged 129
		SP:Iteration 7Q (35669.650000 sec): 3 clusters
  Score: Raw -379988.439290 + Penalty 2632.552470 = -377355.886819
  nChanged 95
		SP:Iteration 8Q (35669.830000 sec): 3 clusters
  Score: Raw -380050.127363 + Penalty 2632.552470 = -377417.574892
  nChanged 57
		SP:Iteration 9Q (35670.030000 sec): 3 clusters
  Score: Raw -380084.927741 + Penalty 2632.552470 = -377452.375271
  nChanged 43
		SP:Iteration 10Q (35670.220000 sec): 3 clusters
  Score: Raw -380103.218612 + Penalty 2632.552470 = -377470.666142
  nChanged 22
		SP:Iteration 11Q (35670.410000 sec): 3 clusters
  Score: Raw -380112.692775 + Penalty 2632.552470 = -377480.140304
  nChanged 20
		SP:Iteration 12Q (35670.570000 sec): 3 clusters
  Score: Raw -380119.480107 + Penalty 2632.552470 = -377486.927637
  nChanged 14
		SP:Iteration 13Q (35670.760000 sec): 3 clusters
  Score: Raw -380125.828835 + Penalty 2632.552470 = -377493.276365
  nChanged 9
		SP:Iteration 14Q (35670.960000 sec): 3 clusters
  Score: Raw -380128.652472 + Penalty 2632.552470 = -377496.100002
  nChanged 4
		SP:Iteration 15Q (35671.140000 sec): 3 clusters
  Score: Raw -380130.134996 + Penalty 2632.552470 = -377497.582526
  nChanged 6
		SP:Iteration 16Q (35671.320000 sec): 3 clusters
  Score: Raw -380132.854493 + Penalty 2632.552470 = -377500.302023
  nChanged 7
		SP:Iteration 17Q (35671.490000 sec): 3 clusters
  Score: Raw -380135.833781 + Penalty 2632.552470 = -377503.281310
  nChanged 4
		SP:Iteration 18Q (35671.690000 sec): 3 clusters
  Score: Raw -380137.218209 + Penalty 2632.552470 = -377504.665738
  nChanged 3
		SP:Iteration 19Q (35671.870000 sec): 3 clusters
  Score: Raw -380137.956667 + Penalty 2632.552470 = -377505.404197
  nChanged 2
		SP:Iteration 20F (35672.040000 sec): 3 clusters
  Score: Raw -380138.366692 + Penalty 2632.552470 = -377505.814222
  nChanged 1
		SP:Iteration 21Q (35672.270000 sec): 3 clusters
  Score: Raw -380138.594989 + Penalty 2632.552470 = -377506.042519
  nChanged 0
		SP:Iteration 22F (35672.440000 sec): 3 clusters
  Score: Raw -380138.594989 + Penalty 2632.552470 = -377506.042519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35672.510000 sec): 2 clusters
  Score: Raw -113528.525953 + Penalty 1135.916681 = -112392.609271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35672.730000 sec): 3 clusters
  Score: Raw -113210.732945 + Penalty 2271.833363 = -110938.899582
  nChanged 351
		SP:Iteration 1F (35672.880000 sec): 3 clusters
  Score: Raw -113560.753300 + Penalty 2271.833363 = -111288.919937
  nChanged 103
		SP:Iteration 2F (35673.070000 sec): 3 clusters
  Score: Raw -113733.333716 + Penalty 2271.833363 = -111461.500354
  nChanged 90
		SP:Iteration 3F (35673.250000 sec): 3 clusters
  Score: Raw -113874.443451 + Penalty 2271.833363 = -111602.610088
  nChanged 70
		SP:Iteration 4F (35673.420000 sec): 3 clusters
  Score: Raw -113998.432981 + Penalty 2271.833363 = -111726.599618
  nChanged 57
		SP:Iteration 5F (35673.580000 sec): 3 clusters
  Score: Raw -114112.384046 + Penalty 2271.833363 = -111840.550683
  nChanged 46
		SP:Iteration 6Q (35673.760000 sec): 3 clusters
  Score: Raw -114180.915496 + Penalty 2271.833363 = -111909.082133
  nChanged 28
		SP:Iteration 7Q (35673.960000 sec): 3 clusters
  Score: Raw -114231.042340 + Penalty 2271.833363 = -111959.208978
  nChanged 21
		SP:Iteration 8Q (35674.130000 sec): 3 clusters
  Score: Raw -114275.722945 + Penalty 2271.833363 = -112003.889582
  nChanged 16
		SP:Iteration 9Q (35674.320000 sec): 3 clusters
  Score: Raw -114304.028945 + Penalty 2271.833363 = -112032.195583
  nChanged 8
		SP:Iteration 10Q (35674.500000 sec): 3 clusters
  Score: Raw -114316.124403 + Penalty 2271.833363 = -112044.291040
  nChanged 8
		SP:Iteration 11Q (35674.700000 sec): 3 clusters
  Score: Raw -114331.826882 + Penalty 2271.833363 = -112059.993519
  nChanged 10
		SP:Iteration 12Q (35674.910000 sec): 3 clusters
  Score: Raw -114349.546028 + Penalty 2271.833363 = -112077.712665
  nChanged 11
		SP:Iteration 13Q (35675.050000 sec): 3 clusters
  Score: Raw -114362.546953 + Penalty 2271.833363 = -112090.713590
  nChanged 7
		SP:Iteration 14Q (35675.220000 sec): 3 clusters
  Score: Raw -114376.739485 + Penalty 2271.833363 = -112104.906123
  nChanged 10
		SP:Iteration 15Q (35675.370000 sec): 3 clusters
  Score: Raw -114397.739474 + Penalty 2271.833363 = -112125.906112
  nChanged 10
		SP:Iteration 16Q (35675.520000 sec): 3 clusters
  Score: Raw -114414.760015 + Penalty 2271.833363 = -112142.926652
  nChanged 8
		SP:Iteration 17Q (35675.690000 sec): 3 clusters
  Score: Raw -114429.783641 + Penalty 2271.833363 = -112157.950278
  nChanged 8
		SP:Iteration 18Q (35675.900000 sec): 3 clusters
  Score: Raw -114449.461118 + Penalty 2271.833363 = -112177.627755
  nChanged 5
		SP:Iteration 19Q (35676.060000 sec): 3 clusters
  Score: Raw -114456.965539 + Penalty 2271.833363 = -112185.132177
  nChanged 1
		SP:Iteration 20F (35676.220000 sec): 3 clusters
  Score: Raw -114457.681055 + Penalty 2271.833363 = -112185.847692
  nChanged 1
		SP:Iteration 21Q (35676.390000 sec): 3 clusters
  Score: Raw -114458.402716 + Penalty 2271.833363 = -112186.569353
  nChanged 1
		SP:Iteration 22Q (35676.580000 sec): 3 clusters
  Score: Raw -114458.868418 + Penalty 2271.833363 = -112187.035055
  nChanged 0
		SP:Iteration 23F (35676.720000 sec): 3 clusters
  Score: Raw -114458.868418 + Penalty 2271.833363 = -112187.035055
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35676.850000 sec): 2 clusters
  Score: Raw -261475.465822 + Penalty 1250.264815 = -260225.201007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35677.020000 sec): 3 clusters
  Score: Raw -260459.058596 + Penalty 2500.529631 = -257958.528965
  nChanged 786
		SP:Iteration 1F (35677.170000 sec): 3 clusters
  Score: Raw -260977.076233 + Penalty 2500.529631 = -258476.546602
  nChanged 198
		SP:Iteration 2F (35677.370000 sec): 3 clusters
  Score: Raw -261111.912800 + Penalty 2500.529631 = -258611.383169
  nChanged 120
		SP:Iteration 3F (35677.560000 sec): 3 clusters
  Score: Raw -261189.013895 + Penalty 2500.529631 = -258688.484264
  nChanged 76
		SP:Iteration 4Q (35677.760000 sec): 3 clusters
  Score: Raw -261231.861178 + Penalty 2500.529631 = -258731.331548
  nChanged 51
		SP:Iteration 5Q (35677.940000 sec): 3 clusters
  Score: Raw -261261.635993 + Penalty 2500.529631 = -258761.106362
  nChanged 37
		SP:Iteration 6Q (35678.120000 sec): 3 clusters
  Score: Raw -261284.811878 + Penalty 2500.529631 = -258784.282247
  nChanged 35
		SP:Iteration 7Q (35678.300000 sec): 3 clusters
  Score: Raw -261303.733486 + Penalty 2500.529631 = -258803.203855
  nChanged 33
		SP:Iteration 8Q (35678.500000 sec): 3 clusters
  Score: Raw -261324.303224 + Penalty 2500.529631 = -258823.773593
  nChanged 33
		SP:Iteration 9Q (35678.660000 sec): 3 clusters
  Score: Raw -261344.533533 + Penalty 2500.529631 = -258844.003903
  nChanged 28
		SP:Iteration 10Q (35678.830000 sec): 3 clusters
  Score: Raw -261361.209062 + Penalty 2500.529631 = -258860.679431
  nChanged 24
		SP:Iteration 11Q (35678.990000 sec): 3 clusters
  Score: Raw -261371.337584 + Penalty 2500.529631 = -258870.807953
  nChanged 17
		SP:Iteration 12Q (35679.190000 sec): 3 clusters
  Score: Raw -261379.188088 + Penalty 2500.529631 = -258878.658457
  nChanged 15
		SP:Iteration 13Q (35679.410000 sec): 3 clusters
  Score: Raw -261385.511830 + Penalty 2500.529631 = -258884.982199
  nChanged 9
		SP:Iteration 14Q (35679.570000 sec): 3 clusters
  Score: Raw -261388.413477 + Penalty 2500.529631 = -258887.883847
  nChanged 2
		SP:Iteration 15Q (35679.750000 sec): 3 clusters
  Score: Raw -261389.295882 + Penalty 2500.529631 = -258888.766251
  nChanged 2
		SP:Iteration 16Q (35679.930000 sec): 3 clusters
  Score: Raw -261390.171241 + Penalty 2500.529631 = -258889.641610
  nChanged 2
		SP:Iteration 17Q (35680.130000 sec): 3 clusters
  Score: Raw -261390.544304 + Penalty 2500.529631 = -258890.014673
  nChanged 0
		SP:Iteration 18F (35680.310000 sec): 3 clusters
  Score: Raw -261390.544304 + Penalty 2500.529631 = -258890.014673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35680.400000 sec): 2 clusters
  Score: Raw -310881.934735 + Penalty 1283.310677 = -309598.624058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35680.590000 sec): 3 clusters
  Score: Raw -309632.407178 + Penalty 2566.621354 = -307065.785825
  nChanged 1009
		SP:Iteration 1F (35680.770000 sec): 3 clusters
  Score: Raw -310323.184168 + Penalty 2566.621354 = -307756.562814
  nChanged 228
		SP:Iteration 2F (35680.940000 sec): 3 clusters
  Score: Raw -310513.453841 + Penalty 2566.621354 = -307946.832487
  nChanged 162
		SP:Iteration 3F (35681.120000 sec): 3 clusters
  Score: Raw -310648.633598 + Penalty 2566.621354 = -308082.012244
  nChanged 129
		SP:Iteration 4Q (35681.290000 sec): 3 clusters
  Score: Raw -310765.336939 + Penalty 2566.621354 = -308198.715586
  nChanged 121
		SP:Iteration 5Q (35681.460000 sec): 3 clusters
  Score: Raw -310889.486376 + Penalty 2566.621354 = -308322.865022
  nChanged 115
		SP:Iteration 6Q (35681.630000 sec): 3 clusters
  Score: Raw -311038.271175 + Penalty 2566.621354 = -308471.649821
  nChanged 122
		SP:Iteration 7Q (35681.820000 sec): 3 clusters
  Score: Raw -311191.205495 + Penalty 2566.621354 = -308624.584142
  nChanged 127
		SP:Iteration 8Q (35681.990000 sec): 3 clusters
  Score: Raw -311349.201623 + Penalty 2566.621354 = -308782.580270
  nChanged 100
		SP:Iteration 9Q (35682.180000 sec): 3 clusters
  Score: Raw -311475.032167 + Penalty 2566.621354 = -308908.410813
  nChanged 97
		SP:Iteration 10Q (35682.320000 sec): 3 clusters
  Score: Raw -311620.899709 + Penalty 2566.621354 = -309054.278356
  nChanged 74
		SP:Iteration 11Q (35682.470000 sec): 3 clusters
  Score: Raw -311730.809452 + Penalty 2566.621354 = -309164.188099
  nChanged 46
		SP:Iteration 12Q (35682.670000 sec): 3 clusters
  Score: Raw -311815.143057 + Penalty 2566.621354 = -309248.521703
  nChanged 38
		SP:Iteration 13Q (35682.850000 sec): 3 clusters
  Score: Raw -311859.829065 + Penalty 2566.621354 = -309293.207712
  nChanged 21
		SP:Iteration 14Q (35683.020000 sec): 3 clusters
  Score: Raw -311877.575337 + Penalty 2566.621354 = -309310.953983
  nChanged 12
		SP:Iteration 15Q (35683.170000 sec): 3 clusters
  Score: Raw -311885.727103 + Penalty 2566.621354 = -309319.105749
  nChanged 7
		SP:Iteration 16Q (35683.330000 sec): 3 clusters
  Score: Raw -311889.107069 + Penalty 2566.621354 = -309322.485715
  nChanged 2
		SP:Iteration 17Q (35683.530000 sec): 3 clusters
  Score: Raw -311889.705297 + Penalty 2566.621354 = -309323.083943
  nChanged 1
		SP:Iteration 18Q (35683.690000 sec): 3 clusters
  Score: Raw -311889.970685 + Penalty 2566.621354 = -309323.349331
  nChanged 0
		SP:Iteration 19F (35683.870000 sec): 3 clusters
  Score: Raw -311889.970685 + Penalty 2566.621354 = -309323.349331
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35683.990000 sec): 2 clusters
  Score: Raw -589236.471708 + Penalty 1382.476357 = -587853.995350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35684.170000 sec): 3 clusters
  Score: Raw -586723.960256 + Penalty 2764.952715 = -583959.007541
  nChanged 1980
		SP:Iteration 1F (35684.350000 sec): 3 clusters
  Score: Raw -587972.711363 + Penalty 2764.952715 = -585207.758648
  nChanged 427
		SP:Iteration 2F (35684.520000 sec): 3 clusters
  Score: Raw -588265.046627 + Penalty 2764.952715 = -585500.093912
  nChanged 290
		SP:Iteration 3F (35684.730000 sec): 3 clusters
  Score: Raw -588459.706429 + Penalty 2764.952715 = -585694.753714
  nChanged 223
		SP:Iteration 4Q (35684.940000 sec): 3 clusters
  Score: Raw -588592.445650 + Penalty 2764.952715 = -585827.492935
  nChanged 182
		SP:Iteration 5Q (35685.160000 sec): 3 clusters
  Score: Raw -588687.332899 + Penalty 2764.952715 = -585922.380185
  nChanged 149
		SP:Iteration 6Q (35685.350000 sec): 3 clusters
  Score: Raw -588748.109885 + Penalty 2764.952715 = -585983.157171
  nChanged 103
		SP:Iteration 7Q (35685.520000 sec): 3 clusters
  Score: Raw -588791.881184 + Penalty 2764.952715 = -586026.928470
  nChanged 90
		SP:Iteration 8Q (35685.730000 sec): 3 clusters
  Score: Raw -588832.766306 + Penalty 2764.952715 = -586067.813591
  nChanged 96
		SP:Iteration 9Q (35685.920000 sec): 3 clusters
  Score: Raw -588877.323803 + Penalty 2764.952715 = -586112.371088
  nChanged 104
		SP:Iteration 10Q (35686.120000 sec): 3 clusters
  Score: Raw -588921.900197 + Penalty 2764.952715 = -586156.947483
  nChanged 110
		SP:Iteration 11Q (35686.300000 sec): 3 clusters
  Score: Raw -588975.346488 + Penalty 2764.952715 = -586210.393773
  nChanged 105
		SP:Iteration 12Q (35686.450000 sec): 3 clusters
  Score: Raw -589028.676703 + Penalty 2764.952715 = -586263.723988
  nChanged 112
		SP:Iteration 13Q (35686.680000 sec): 3 clusters
  Score: Raw -589082.650679 + Penalty 2764.952715 = -586317.697964
  nChanged 108
		SP:Iteration 14Q (35686.850000 sec): 3 clusters
  Score: Raw -589136.063689 + Penalty 2764.952715 = -586371.110974
  nChanged 105
		SP:Iteration 15Q (35687.060000 sec): 3 clusters
  Score: Raw -589181.616299 + Penalty 2764.952715 = -586416.663584
  nChanged 88
		SP:Iteration 16Q (35687.270000 sec): 3 clusters
  Score: Raw -589226.026130 + Penalty 2764.952715 = -586461.073415
  nChanged 103
		SP:Iteration 17Q (35687.470000 sec): 3 clusters
  Score: Raw -589286.174303 + Penalty 2764.952715 = -586521.221588
  nChanged 91
		SP:Iteration 18Q (35687.700000 sec): 3 clusters
  Score: Raw -589342.829221 + Penalty 2764.952715 = -586577.876507
  nChanged 101
		SP:Iteration 19Q (35687.870000 sec): 3 clusters
  Score: Raw -589404.522306 + Penalty 2764.952715 = -586639.569591
  nChanged 104
		SP:Iteration 20F (35688.090000 sec): 3 clusters
  Score: Raw -589463.953168 + Penalty 2764.952715 = -586699.000454
  nChanged 83
		SP:Iteration 21Q (35688.240000 sec): 3 clusters
  Score: Raw -589507.888303 + Penalty 2764.952715 = -586742.935589
  nChanged 84
		SP:Iteration 22Q (35688.450000 sec): 3 clusters
  Score: Raw -589557.418298 + Penalty 2764.952715 = -586792.465584
  nChanged 71
		SP:Iteration 23Q (35688.680000 sec): 3 clusters
  Score: Raw -589592.132684 + Penalty 2764.952715 = -586827.179969
  nChanged 63
		SP:Iteration 24Q (35688.870000 sec): 3 clusters
  Score: Raw -589618.211591 + Penalty 2764.952715 = -586853.258876
  nChanged 51
		SP:Iteration 25Q (35689.060000 sec): 3 clusters
  Score: Raw -589638.609226 + Penalty 2764.952715 = -586873.656512
  nChanged 39
		SP:Iteration 26Q (35689.260000 sec): 3 clusters
  Score: Raw -589653.277135 + Penalty 2764.952715 = -586888.324420
  nChanged 30
		SP:Iteration 27Q (35689.440000 sec): 3 clusters
  Score: Raw -589666.186859 + Penalty 2764.952715 = -586901.234144
  nChanged 38
		SP:Iteration 28Q (35689.640000 sec): 3 clusters
  Score: Raw -589685.365179 + Penalty 2764.952715 = -586920.412465
  nChanged 40
		SP:Iteration 29Q (35689.800000 sec): 3 clusters
  Score: Raw -589708.834547 + Penalty 2764.952715 = -586943.881832
  nChanged 39
		SP:Iteration 30Q (35690.040000 sec): 3 clusters
  Score: Raw -589727.106364 + Penalty 2764.952715 = -586962.153649
  nChanged 36
		SP:Iteration 31Q (35690.220000 sec): 3 clusters
  Score: Raw -589745.437423 + Penalty 2764.952715 = -586980.484708
  nChanged 36
		SP:Iteration 32Q (35690.410000 sec): 3 clusters
  Score: Raw -589762.025679 + Penalty 2764.952715 = -586997.072964
  nChanged 31
		SP:Iteration 33Q (35690.610000 sec): 3 clusters
  Score: Raw -589778.425448 + Penalty 2764.952715 = -587013.472733
  nChanged 34
		SP:Iteration 34Q (35690.820000 sec): 3 clusters
  Score: Raw -589795.518125 + Penalty 2764.952715 = -587030.565410
  nChanged 31
		SP:Iteration 35Q (35690.990000 sec): 3 clusters
  Score: Raw -589814.994200 + Penalty 2764.952715 = -587050.041485
  nChanged 39
		SP:Iteration 36Q (35691.170000 sec): 3 clusters
  Score: Raw -589842.466414 + Penalty 2764.952715 = -587077.513699
  nChanged 36
		SP:Iteration 37Q (35691.340000 sec): 3 clusters
  Score: Raw -589864.067766 + Penalty 2764.952715 = -587099.115051
  nChanged 23
		SP:Iteration 38Q (35691.510000 sec): 3 clusters
  Score: Raw -589877.767994 + Penalty 2764.952715 = -587112.815279
  nChanged 26
		SP:Iteration 39Q (35691.690000 sec): 3 clusters
  Score: Raw -589894.790000 + Penalty 2764.952715 = -587129.837285
  nChanged 25
		SP:Iteration 40F (35691.900000 sec): 3 clusters
  Score: Raw -589912.898242 + Penalty 2764.952715 = -587147.945527
  nChanged 20
		SP:Iteration 41Q (35692.080000 sec): 3 clusters
  Score: Raw -589931.325566 + Penalty 2764.952715 = -587166.372851
  nChanged 22
		SP:Iteration 42Q (35692.280000 sec): 3 clusters
  Score: Raw -589944.219467 + Penalty 2764.952715 = -587179.266752
  nChanged 15
		SP:Iteration 43Q (35692.440000 sec): 3 clusters
  Score: Raw -589952.594411 + Penalty 2764.952715 = -587187.641696
  nChanged 15
		SP:Iteration 44Q (35692.610000 sec): 3 clusters
  Score: Raw -589962.357493 + Penalty 2764.952715 = -587197.404779
  nChanged 9
		SP:Iteration 45Q (35692.780000 sec): 3 clusters
  Score: Raw -589965.780602 + Penalty 2764.952715 = -587200.827887
  nChanged 8
		SP:Iteration 46Q (35693.000000 sec): 3 clusters
  Score: Raw -589970.427856 + Penalty 2764.952715 = -587205.475141
  nChanged 6
		SP:Iteration 47Q (35693.160000 sec): 3 clusters
  Score: Raw -589973.018231 + Penalty 2764.952715 = -587208.065517
  nChanged 4
		SP:Iteration 48Q (35693.360000 sec): 3 clusters
  Score: Raw -589975.135834 + Penalty 2764.952715 = -587210.183120
  nChanged 2
		SP:Iteration 49Q (35693.570000 sec): 3 clusters
  Score: Raw -589975.928043 + Penalty 2764.952715 = -587210.975328
  nChanged 0
		SP:Iteration 50F (35693.760000 sec): 3 clusters
  Score: Raw -589975.928043 + Penalty 2764.952715 = -587210.975328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35693.850000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35694.010000 sec): 3 clusters
  Score: Raw -45391.530589 + Penalty 1952.864285 = -43438.666304
  nChanged 88
		SP:Iteration 1F (35694.180000 sec): 3 clusters
  Score: Raw -45576.080028 + Penalty 1952.864285 = -43623.215742
  nChanged 36
		SP:Iteration 2F (35694.350000 sec): 3 clusters
  Score: Raw -45670.067183 + Penalty 1952.864285 = -43717.202898
  nChanged 26
		SP:Iteration 3F (35694.520000 sec): 3 clusters
  Score: Raw -45749.700437 + Penalty 1952.864285 = -43796.836152
  nChanged 21
		SP:Iteration 4F (35694.710000 sec): 3 clusters
  Score: Raw -45806.093151 + Penalty 1952.864285 = -43853.228866
  nChanged 9
		SP:Iteration 5Q (35694.860000 sec): 3 clusters
  Score: Raw -45848.195157 + Penalty 1952.864285 = -43895.330872
  nChanged 9
		SP:Iteration 6Q (35695.070000 sec): 3 clusters
  Score: Raw -45901.123791 + Penalty 1952.864285 = -43948.259506
  nChanged 10
		SP:Iteration 7Q (35695.220000 sec): 3 clusters
  Score: Raw -45934.396042 + Penalty 1952.864285 = -43981.531757
  nChanged 7
		SP:Iteration 8Q (35695.410000 sec): 3 clusters
  Score: Raw -45965.645906 + Penalty 1952.864285 = -44012.781621
  nChanged 8
		SP:Iteration 9Q (35695.570000 sec): 3 clusters
  Score: Raw -45994.307099 + Penalty 1952.864285 = -44041.442813
  nChanged 5
		SP:Iteration 10Q (35695.740000 sec): 3 clusters
  Score: Raw -46015.692457 + Penalty 1952.864285 = -44062.828172
  nChanged 2
		SP:Iteration 11Q (35695.910000 sec): 3 clusters
  Score: Raw -46019.970003 + Penalty 1952.864285 = -44067.105718
  nChanged 5
		SP:Iteration 12Q (35696.100000 sec): 3 clusters
  Score: Raw -46034.979442 + Penalty 1952.864285 = -44082.115157
  nChanged 2
		SP:Iteration 13Q (35696.300000 sec): 3 clusters
  Score: Raw -46041.888985 + Penalty 1952.864285 = -44089.024700
  nChanged 2
		SP:Iteration 14Q (35696.470000 sec): 3 clusters
  Score: Raw -46046.283588 + Penalty 1952.864285 = -44093.419302
  nChanged 2
		SP:Iteration 15Q (35696.680000 sec): 3 clusters
  Score: Raw -46052.269679 + Penalty 1952.864285 = -44099.405394
  nChanged 2
		SP:Iteration 16Q (35696.810000 sec): 3 clusters
  Score: Raw -46056.494162 + Penalty 1952.864285 = -44103.629877
  nChanged 2
		SP:Iteration 17Q (35696.990000 sec): 3 clusters
  Score: Raw -46059.346477 + Penalty 1952.864285 = -44106.482192
  nChanged 2
		SP:Iteration 18Q (35697.170000 sec): 3 clusters
  Score: Raw -46064.400395 + Penalty 1952.864285 = -44111.536110
  nChanged 2
		SP:Iteration 19Q (35697.370000 sec): 3 clusters
  Score: Raw -46069.242012 + Penalty 1952.864285 = -44116.377727
  nChanged 5
		SP:Iteration 20F (35697.540000 sec): 3 clusters
  Score: Raw -46080.327975 + Penalty 1952.864285 = -44127.463690
  nChanged 2
		SP:Iteration 21Q (35697.750000 sec): 3 clusters
  Score: Raw -46084.064344 + Penalty 1952.864285 = -44131.200059
  nChanged 1
		SP:Iteration 22Q (35697.930000 sec): 3 clusters
  Score: Raw -46091.952793 + Penalty 1952.864285 = -44139.088507
  nChanged 0
		SP:Iteration 23F (35698.100000 sec): 3 clusters
  Score: Raw -46091.952793 + Penalty 1952.864285 = -44139.088507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35698.190000 sec): 2 clusters
  Score: Raw -92508.182905 + Penalty 1085.230594 = -91422.952311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35698.380000 sec): 3 clusters
  Score: Raw -92300.992461 + Penalty 2170.461187 = -90130.531274
  nChanged 226
		SP:Iteration 1F (35698.530000 sec): 3 clusters
  Score: Raw -92601.626256 + Penalty 2170.461187 = -90431.165068
  nChanged 72
		SP:Iteration 2F (35698.710000 sec): 3 clusters
  Score: Raw -92715.157078 + Penalty 2170.461187 = -90544.695890
  nChanged 33
		SP:Iteration 3Q (35698.900000 sec): 3 clusters
  Score: Raw -92765.778545 + Penalty 2170.461187 = -90595.317357
  nChanged 24
		SP:Iteration 4Q (35699.120000 sec): 3 clusters
  Score: Raw -92815.868109 + Penalty 2170.461187 = -90645.406922
  nChanged 20
		SP:Iteration 5Q (35699.270000 sec): 3 clusters
  Score: Raw -92849.820064 + Penalty 2170.461187 = -90679.358877
  nChanged 15
		SP:Iteration 6Q (35699.470000 sec): 3 clusters
  Score: Raw -92874.757252 + Penalty 2170.461187 = -90704.296065
  nChanged 15
		SP:Iteration 7Q (35699.670000 sec): 3 clusters
  Score: Raw -92907.834661 + Penalty 2170.461187 = -90737.373474
  nChanged 21
		SP:Iteration 8Q (35699.840000 sec): 3 clusters
  Score: Raw -92992.155993 + Penalty 2170.461187 = -90821.694806
  nChanged 24
		SP:Iteration 9Q (35700.010000 sec): 3 clusters
  Score: Raw -93105.709503 + Penalty 2170.461187 = -90935.248315
  nChanged 25
		SP:Iteration 10Q (35700.180000 sec): 3 clusters
  Score: Raw -93223.040824 + Penalty 2170.461187 = -91052.579637
  nChanged 24
		SP:Iteration 11Q (35700.370000 sec): 3 clusters
  Score: Raw -93289.387599 + Penalty 2170.461187 = -91118.926411
  nChanged 27
		SP:Iteration 12Q (35700.530000 sec): 3 clusters
  Score: Raw -93348.931572 + Penalty 2170.461187 = -91178.470384
  nChanged 19
		SP:Iteration 13Q (35700.700000 sec): 3 clusters
  Score: Raw -93392.119886 + Penalty 2170.461187 = -91221.658699
  nChanged 7
		SP:Iteration 14Q (35700.880000 sec): 3 clusters
  Score: Raw -93403.240486 + Penalty 2170.461187 = -91232.779298
  nChanged 7
		SP:Iteration 15Q (35701.030000 sec): 3 clusters
  Score: Raw -93414.538639 + Penalty 2170.461187 = -91244.077452
  nChanged 3
		SP:Iteration 16Q (35701.210000 sec): 3 clusters
  Score: Raw -93418.953726 + Penalty 2170.461187 = -91248.492539
  nChanged 1
		SP:Iteration 17Q (35701.410000 sec): 3 clusters
  Score: Raw -93421.137240 + Penalty 2170.461187 = -91250.676053
  nChanged 2
		SP:Iteration 18Q (35701.600000 sec): 3 clusters
  Score: Raw -93424.774375 + Penalty 2170.461187 = -91254.313188
  nChanged 2
		SP:Iteration 19Q (35701.740000 sec): 3 clusters
  Score: Raw -93428.213042 + Penalty 2170.461187 = -91257.751855
  nChanged 0
		SP:Iteration 20F (35701.910000 sec): 3 clusters
  Score: Raw -93428.213042 + Penalty 2170.461187 = -91257.751855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35702.020000 sec): 2 clusters
  Score: Raw -451773.920985 + Penalty 1342.246045 = -450431.674940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35702.210000 sec): 3 clusters
  Score: Raw -449910.947673 + Penalty 2684.492089 = -447226.455583
  nChanged 1500
		SP:Iteration 1F (35702.390000 sec): 3 clusters
  Score: Raw -450860.824638 + Penalty 2684.492089 = -448176.332549
  nChanged 371
		SP:Iteration 2F (35702.600000 sec): 3 clusters
  Score: Raw -451166.742022 + Penalty 2684.492089 = -448482.249933
  nChanged 282
		SP:Iteration 3F (35702.770000 sec): 3 clusters
  Score: Raw -451370.860459 + Penalty 2684.492089 = -448686.368370
  nChanged 234
		SP:Iteration 4F (35702.970000 sec): 3 clusters
  Score: Raw -451519.463905 + Penalty 2684.492089 = -448834.971816
  nChanged 161
		SP:Iteration 5Q (35703.180000 sec): 3 clusters
  Score: Raw -451606.572171 + Penalty 2684.492089 = -448922.080081
  nChanged 122
		SP:Iteration 6Q (35703.330000 sec): 3 clusters
  Score: Raw -451670.627883 + Penalty 2684.492089 = -448986.135793
  nChanged 97
		SP:Iteration 7Q (35703.510000 sec): 3 clusters
  Score: Raw -451708.146619 + Penalty 2684.492089 = -449023.654530
  nChanged 74
		SP:Iteration 8Q (35703.720000 sec): 3 clusters
  Score: Raw -451738.078125 + Penalty 2684.492089 = -449053.586036
  nChanged 50
		SP:Iteration 9Q (35703.870000 sec): 3 clusters
  Score: Raw -451758.123288 + Penalty 2684.492089 = -449073.631198
  nChanged 38
		SP:Iteration 10Q (35704.060000 sec): 3 clusters
  Score: Raw -451773.274773 + Penalty 2684.492089 = -449088.782684
  nChanged 32
		SP:Iteration 11Q (35704.200000 sec): 3 clusters
  Score: Raw -451783.255006 + Penalty 2684.492089 = -449098.762917
  nChanged 26
		SP:Iteration 12Q (35704.370000 sec): 3 clusters
  Score: Raw -451794.240072 + Penalty 2684.492089 = -449109.747982
  nChanged 26
		SP:Iteration 13Q (35704.590000 sec): 3 clusters
  Score: Raw -451803.962908 + Penalty 2684.492089 = -449119.470818
  nChanged 28
		SP:Iteration 14Q (35704.780000 sec): 3 clusters
  Score: Raw -451819.828901 + Penalty 2684.492089 = -449135.336811
  nChanged 35
		SP:Iteration 15Q (35704.970000 sec): 3 clusters
  Score: Raw -451844.090150 + Penalty 2684.492089 = -449159.598060
  nChanged 45
		SP:Iteration 16Q (35705.130000 sec): 3 clusters
  Score: Raw -451873.785448 + Penalty 2684.492089 = -449189.293358
  nChanged 47
		SP:Iteration 17Q (35705.330000 sec): 3 clusters
  Score: Raw -451900.432092 + Penalty 2684.492089 = -449215.940003
  nChanged 52
		SP:Iteration 18Q (35705.530000 sec): 3 clusters
  Score: Raw -451932.256009 + Penalty 2684.492089 = -449247.763919
  nChanged 54
		SP:Iteration 19Q (35705.680000 sec): 3 clusters
  Score: Raw -451952.819498 + Penalty 2684.492089 = -449268.327409
  nChanged 53
		SP:Iteration 20F (35705.920000 sec): 3 clusters
  Score: Raw -451974.274345 + Penalty 2684.492089 = -449289.782255
  nChanged 51
		SP:Iteration 21Q (35706.090000 sec): 3 clusters
  Score: Raw -451996.568458 + Penalty 2684.492089 = -449312.076368
  nChanged 46
		SP:Iteration 22Q (35706.260000 sec): 3 clusters
  Score: Raw -452017.121847 + Penalty 2684.492089 = -449332.629757
  nChanged 45
		SP:Iteration 23Q (35706.460000 sec): 3 clusters
  Score: Raw -452037.674167 + Penalty 2684.492089 = -449353.182078
  nChanged 43
		SP:Iteration 24Q (35706.600000 sec): 3 clusters
  Score: Raw -452061.184686 + Penalty 2684.492089 = -449376.692597
  nChanged 50
		SP:Iteration 25Q (35706.780000 sec): 3 clusters
  Score: Raw -452084.290077 + Penalty 2684.492089 = -449399.797987
  nChanged 49
		SP:Iteration 26Q (35706.990000 sec): 3 clusters
  Score: Raw -452112.252067 + Penalty 2684.492089 = -449427.759978
  nChanged 54
		SP:Iteration 27Q (35707.210000 sec): 3 clusters
  Score: Raw -452141.629434 + Penalty 2684.492089 = -449457.137344
  nChanged 55
		SP:Iteration 28Q (35707.410000 sec): 3 clusters
  Score: Raw -452178.118188 + Penalty 2684.492089 = -449493.626099
  nChanged 49
		SP:Iteration 29Q (35707.580000 sec): 3 clusters
  Score: Raw -452209.683547 + Penalty 2684.492089 = -449525.191457
  nChanged 46
		SP:Iteration 30Q (35707.780000 sec): 3 clusters
  Score: Raw -452241.131928 + Penalty 2684.492089 = -449556.639838
  nChanged 50
		SP:Iteration 31Q (35707.940000 sec): 3 clusters
  Score: Raw -452274.862099 + Penalty 2684.492089 = -449590.370009
  nChanged 46
		SP:Iteration 32Q (35708.160000 sec): 3 clusters
  Score: Raw -452302.900369 + Penalty 2684.492089 = -449618.408279
  nChanged 47
		SP:Iteration 33Q (35708.350000 sec): 3 clusters
  Score: Raw -452328.312824 + Penalty 2684.492089 = -449643.820735
  nChanged 40
		SP:Iteration 34Q (35708.570000 sec): 3 clusters
  Score: Raw -452346.869655 + Penalty 2684.492089 = -449662.377565
  nChanged 29
		SP:Iteration 35Q (35708.740000 sec): 3 clusters
  Score: Raw -452362.019743 + Penalty 2684.492089 = -449677.527654
  nChanged 37
		SP:Iteration 36Q (35708.920000 sec): 3 clusters
  Score: Raw -452384.020165 + Penalty 2684.492089 = -449699.528075
  nChanged 35
		SP:Iteration 37Q (35709.140000 sec): 3 clusters
  Score: Raw -452414.286493 + Penalty 2684.492089 = -449729.794404
  nChanged 42
		SP:Iteration 38Q (35709.330000 sec): 3 clusters
  Score: Raw -452441.010723 + Penalty 2684.492089 = -449756.518634
  nChanged 42
		SP:Iteration 39Q (35709.520000 sec): 3 clusters
  Score: Raw -452458.867538 + Penalty 2684.492089 = -449774.375449
  nChanged 30
		SP:Iteration 40F (35709.690000 sec): 3 clusters
  Score: Raw -452472.874742 + Penalty 2684.492089 = -449788.382653
  nChanged 29
		SP:Iteration 41Q (35709.890000 sec): 3 clusters
  Score: Raw -452490.695557 + Penalty 2684.492089 = -449806.203468
  nChanged 41
		SP:Iteration 42Q (35710.090000 sec): 3 clusters
  Score: Raw -452507.183230 + Penalty 2684.492089 = -449822.691140
  nChanged 32
		SP:Iteration 43Q (35710.290000 sec): 3 clusters
  Score: Raw -452522.381847 + Penalty 2684.492089 = -449837.889757
  nChanged 30
		SP:Iteration 44Q (35710.460000 sec): 3 clusters
  Score: Raw -452535.499940 + Penalty 2684.492089 = -449851.007851
  nChanged 29
		SP:Iteration 45Q (35710.670000 sec): 3 clusters
  Score: Raw -452548.460932 + Penalty 2684.492089 = -449863.968842
  nChanged 32
		SP:Iteration 46Q (35710.870000 sec): 3 clusters
  Score: Raw -452565.174529 + Penalty 2684.492089 = -449880.682440
  nChanged 34
		SP:Iteration 47Q (35711.030000 sec): 3 clusters
  Score: Raw -452582.215403 + Penalty 2684.492089 = -449897.723314
  nChanged 42
		SP:Iteration 48Q (35711.200000 sec): 3 clusters
  Score: Raw -452605.333075 + Penalty 2684.492089 = -449920.840985
  nChanged 42
		SP:Iteration 49Q (35711.360000 sec): 3 clusters
  Score: Raw -452628.985146 + Penalty 2684.492089 = -449944.493057
  nChanged 49
		SP:Iteration 50Q (35711.530000 sec): 3 clusters
  Score: Raw -452664.760945 + Penalty 2684.492089 = -449980.268856
  nChanged 56
		SP:Iteration 51Q (35711.720000 sec): 3 clusters
  Score: Raw -452702.640656 + Penalty 2684.492089 = -450018.148566
  nChanged 58
		SP:Iteration 52Q (35711.880000 sec): 3 clusters
  Score: Raw -452739.870510 + Penalty 2684.492089 = -450055.378420
  nChanged 46
		SP:Iteration 53Q (35712.050000 sec): 3 clusters
  Score: Raw -452774.222443 + Penalty 2684.492089 = -450089.730353
  nChanged 53
		SP:Iteration 54Q (35712.210000 sec): 3 clusters
  Score: Raw -452810.164179 + Penalty 2684.492089 = -450125.672089
  nChanged 52
		SP:Iteration 55Q (35712.400000 sec): 3 clusters
  Score: Raw -452847.333854 + Penalty 2684.492089 = -450162.841764
  nChanged 46
		SP:Iteration 56Q (35712.580000 sec): 3 clusters
  Score: Raw -452881.402262 + Penalty 2684.492089 = -450196.910172
  nChanged 55
		SP:Iteration 57Q (35712.750000 sec): 3 clusters
  Score: Raw -452920.493493 + Penalty 2684.492089 = -450236.001404
  nChanged 53
		SP:Iteration 58Q (35712.970000 sec): 3 clusters
  Score: Raw -452951.596532 + Penalty 2684.492089 = -450267.104443
  nChanged 46
		SP:Iteration 59Q (35713.160000 sec): 3 clusters
  Score: Raw -452978.886213 + Penalty 2684.492089 = -450294.394124
  nChanged 42
		SP:Iteration 60F (35713.340000 sec): 3 clusters
  Score: Raw -453003.024727 + Penalty 2684.492089 = -450318.532638
  nChanged 41
		SP:Iteration 61Q (35713.540000 sec): 3 clusters
  Score: Raw -453026.654556 + Penalty 2684.492089 = -450342.162467
  nChanged 37
		SP:Iteration 62Q (35713.710000 sec): 3 clusters
  Score: Raw -453045.088772 + Penalty 2684.492089 = -450360.596682
  nChanged 31
		SP:Iteration 63Q (35713.880000 sec): 3 clusters
  Score: Raw -453058.224807 + Penalty 2684.492089 = -450373.732717
  nChanged 25
		SP:Iteration 64Q (35714.090000 sec): 3 clusters
  Score: Raw -453067.647976 + Penalty 2684.492089 = -450383.155886
  nChanged 17
		SP:Iteration 65Q (35714.270000 sec): 3 clusters
  Score: Raw -453074.304310 + Penalty 2684.492089 = -450389.812221
  nChanged 12
		SP:Iteration 66Q (35714.430000 sec): 3 clusters
  Score: Raw -453077.986171 + Penalty 2684.492089 = -450393.494082
  nChanged 10
		SP:Iteration 67Q (35714.610000 sec): 3 clusters
  Score: Raw -453080.726220 + Penalty 2684.492089 = -450396.234131
  nChanged 7
		SP:Iteration 68Q (35714.780000 sec): 3 clusters
  Score: Raw -453082.657487 + Penalty 2684.492089 = -450398.165398
  nChanged 8
		SP:Iteration 69Q (35714.920000 sec): 3 clusters
  Score: Raw -453084.941498 + Penalty 2684.492089 = -450400.449408
  nChanged 5
		SP:Iteration 70Q (35715.120000 sec): 3 clusters
  Score: Raw -453086.300729 + Penalty 2684.492089 = -450401.808640
  nChanged 4
		SP:Iteration 71Q (35715.290000 sec): 3 clusters
  Score: Raw -453087.146524 + Penalty 2684.492089 = -450402.654435
  nChanged 1
		SP:Iteration 72Q (35715.510000 sec): 3 clusters
  Score: Raw -453087.260891 + Penalty 2684.492089 = -450402.768801
  nChanged 3
		SP:Iteration 73Q (35715.700000 sec): 3 clusters
  Score: Raw -453088.037895 + Penalty 2684.492089 = -450403.545806
  nChanged 0
		SP:Iteration 74F (35715.900000 sec): 3 clusters
  Score: Raw -453088.037895 + Penalty 2684.492089 = -450403.545806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35716.020000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35716.190000 sec): 3 clusters
  Score: Raw -30614.375794 + Penalty 1835.916627 = -28778.459166
  nChanged 42
		SP:Iteration 1F (35716.340000 sec): 3 clusters
  Score: Raw -30768.059607 + Penalty 1835.916627 = -28932.142979
  nChanged 17
		SP:Iteration 2F (35716.570000 sec): 3 clusters
  Score: Raw -30828.371467 + Penalty 1835.916627 = -28992.454839
  nChanged 7
		SP:Iteration 3Q (35716.710000 sec): 3 clusters
  Score: Raw -30851.511346 + Penalty 1835.916627 = -29015.594719
  nChanged 3
		SP:Iteration 4Q (35716.900000 sec): 3 clusters
  Score: Raw -30860.406361 + Penalty 1835.916627 = -29024.489734
  nChanged 3
		SP:Iteration 5Q (35717.100000 sec): 3 clusters
  Score: Raw -30870.735723 + Penalty 1835.916627 = -29034.819096
  nChanged 1
		SP:Iteration 6Q (35717.240000 sec): 3 clusters
  Score: Raw -30872.850095 + Penalty 1835.916627 = -29036.933467
  nChanged 0
		SP:Iteration 7F (35717.390000 sec): 3 clusters
  Score: Raw -30872.850095 + Penalty 1835.916627 = -29036.933467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35717.520000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35717.690000 sec): 3 clusters
  Score: Raw -61344.938615 + Penalty 2036.222894 = -59308.715721
  nChanged 137
		SP:Iteration 1F (35717.810000 sec): 3 clusters
  Score: Raw -61519.033094 + Penalty 2036.222894 = -59482.810199
  nChanged 27
		SP:Iteration 2F (35717.990000 sec): 3 clusters
  Score: Raw -61552.202616 + Penalty 2036.222894 = -59515.979722
  nChanged 9
		SP:Iteration 3Q (35718.140000 sec): 3 clusters
  Score: Raw -61565.125645 + Penalty 2036.222894 = -59528.902751
  nChanged 4
		SP:Iteration 4Q (35718.340000 sec): 3 clusters
  Score: Raw -61572.431382 + Penalty 2036.222894 = -59536.208488
  nChanged 4
		SP:Iteration 5Q (35718.520000 sec): 3 clusters
  Score: Raw -61578.754339 + Penalty 2036.222894 = -59542.531445
  nChanged 3
		SP:Iteration 6Q (35718.700000 sec): 3 clusters
  Score: Raw -61582.609332 + Penalty 2036.222894 = -59546.386438
  nChanged 1
		SP:Iteration 7Q (35718.860000 sec): 3 clusters
  Score: Raw -61584.065354 + Penalty 2036.222894 = -59547.842460
  nChanged 0
		SP:Iteration 8F (35718.980000 sec): 3 clusters
  Score: Raw -61584.065354 + Penalty 2036.222894 = -59547.842460
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35719.110000 sec): 2 clusters
  Score: Raw -263018.347539 + Penalty 1245.684933 = -261772.662606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35719.250000 sec): 3 clusters
  Score: Raw -262050.988194 + Penalty 2491.369865 = -259559.618328
  nChanged 731
		SP:Iteration 1F (35719.450000 sec): 3 clusters
  Score: Raw -262499.346447 + Penalty 2491.369865 = -260007.976582
  nChanged 153
		SP:Iteration 2F (35719.640000 sec): 3 clusters
  Score: Raw -262612.598341 + Penalty 2491.369865 = -260121.228476
  nChanged 109
		SP:Iteration 3F (35719.780000 sec): 3 clusters
  Score: Raw -262690.176845 + Penalty 2491.369865 = -260198.806980
  nChanged 79
		SP:Iteration 4Q (35719.940000 sec): 3 clusters
  Score: Raw -262730.726875 + Penalty 2491.369865 = -260239.357010
  nChanged 53
		SP:Iteration 5Q (35720.090000 sec): 3 clusters
  Score: Raw -262763.274448 + Penalty 2491.369865 = -260271.904583
  nChanged 45
		SP:Iteration 6Q (35720.250000 sec): 3 clusters
  Score: Raw -262787.375535 + Penalty 2491.369865 = -260296.005670
  nChanged 45
		SP:Iteration 7Q (35720.410000 sec): 3 clusters
  Score: Raw -262810.732147 + Penalty 2491.369865 = -260319.362282
  nChanged 31
		SP:Iteration 8Q (35720.580000 sec): 3 clusters
  Score: Raw -262825.547030 + Penalty 2491.369865 = -260334.177164
  nChanged 25
		SP:Iteration 9Q (35720.760000 sec): 3 clusters
  Score: Raw -262837.838402 + Penalty 2491.369865 = -260346.468536
  nChanged 20
		SP:Iteration 10Q (35720.950000 sec): 3 clusters
  Score: Raw -262850.161847 + Penalty 2491.369865 = -260358.791982
  nChanged 25
		SP:Iteration 11Q (35721.100000 sec): 3 clusters
  Score: Raw -262866.762009 + Penalty 2491.369865 = -260375.392143
  nChanged 30
		SP:Iteration 12Q (35721.270000 sec): 3 clusters
  Score: Raw -262885.736556 + Penalty 2491.369865 = -260394.366690
  nChanged 32
		SP:Iteration 13Q (35721.470000 sec): 3 clusters
  Score: Raw -262901.721907 + Penalty 2491.369865 = -260410.352042
  nChanged 37
		SP:Iteration 14Q (35721.650000 sec): 3 clusters
  Score: Raw -262927.257953 + Penalty 2491.369865 = -260435.888088
  nChanged 29
		SP:Iteration 15Q (35721.790000 sec): 3 clusters
  Score: Raw -262944.870110 + Penalty 2491.369865 = -260453.500245
  nChanged 29
		SP:Iteration 16Q (35722.000000 sec): 3 clusters
  Score: Raw -262963.676943 + Penalty 2491.369865 = -260472.307078
  nChanged 29
		SP:Iteration 17Q (35722.170000 sec): 3 clusters
  Score: Raw -262983.310592 + Penalty 2491.369865 = -260491.940727
  nChanged 27
		SP:Iteration 18Q (35722.330000 sec): 3 clusters
  Score: Raw -263000.632191 + Penalty 2491.369865 = -260509.262326
  nChanged 26
		SP:Iteration 19Q (35722.530000 sec): 3 clusters
  Score: Raw -263019.297565 + Penalty 2491.369865 = -260527.927700
  nChanged 28
		SP:Iteration 20F (35722.700000 sec): 3 clusters
  Score: Raw -263037.965427 + Penalty 2491.369865 = -260546.595562
  nChanged 24
		SP:Iteration 21Q (35722.900000 sec): 3 clusters
  Score: Raw -263055.150362 + Penalty 2491.369865 = -260563.780496
  nChanged 22
		SP:Iteration 22Q (35723.100000 sec): 3 clusters
  Score: Raw -263072.267029 + Penalty 2491.369865 = -260580.897164
  nChanged 24
		SP:Iteration 23Q (35723.230000 sec): 3 clusters
  Score: Raw -263088.572678 + Penalty 2491.369865 = -260597.202813
  nChanged 18
		SP:Iteration 24Q (35723.420000 sec): 3 clusters
  Score: Raw -263097.937511 + Penalty 2491.369865 = -260606.567646
  nChanged 8
		SP:Iteration 25Q (35723.620000 sec): 3 clusters
  Score: Raw -263102.015948 + Penalty 2491.369865 = -260610.646083
  nChanged 7
		SP:Iteration 26Q (35723.750000 sec): 3 clusters
  Score: Raw -263105.293190 + Penalty 2491.369865 = -260613.923324
  nChanged 3
		SP:Iteration 27Q (35723.950000 sec): 3 clusters
  Score: Raw -263106.393641 + Penalty 2491.369865 = -260615.023776
  nChanged 2
		SP:Iteration 28Q (35724.150000 sec): 3 clusters
  Score: Raw -263107.046941 + Penalty 2491.369865 = -260615.677076
  nChanged 2
		SP:Iteration 29Q (35724.330000 sec): 3 clusters
  Score: Raw -263108.051108 + Penalty 2491.369865 = -260616.681243
  nChanged 1
		SP:Iteration 30Q (35724.530000 sec): 3 clusters
  Score: Raw -263108.382529 + Penalty 2491.369865 = -260617.012663
  nChanged 2
		SP:Iteration 31Q (35724.710000 sec): 3 clusters
  Score: Raw -263109.485165 + Penalty 2491.369865 = -260618.115300
  nChanged 2
		SP:Iteration 32Q (35724.880000 sec): 3 clusters
  Score: Raw -263111.202372 + Penalty 2491.369865 = -260619.832507
  nChanged 3
		SP:Iteration 33Q (35725.050000 sec): 3 clusters
  Score: Raw -263113.431054 + Penalty 2491.369865 = -260622.061188
  nChanged 5
		SP:Iteration 34Q (35725.210000 sec): 3 clusters
  Score: Raw -263117.614293 + Penalty 2491.369865 = -260626.244428
  nChanged 6
		SP:Iteration 35Q (35725.390000 sec): 3 clusters
  Score: Raw -263121.703264 + Penalty 2491.369865 = -260630.333398
  nChanged 6
		SP:Iteration 36Q (35725.600000 sec): 3 clusters
  Score: Raw -263125.891994 + Penalty 2491.369865 = -260634.522129
  nChanged 9
		SP:Iteration 37Q (35725.750000 sec): 3 clusters
  Score: Raw -263130.695823 + Penalty 2491.369865 = -260639.325958
  nChanged 6
		SP:Iteration 38Q (35725.920000 sec): 3 clusters
  Score: Raw -263135.542269 + Penalty 2491.369865 = -260644.172404
  nChanged 8
		SP:Iteration 39Q (35726.070000 sec): 3 clusters
  Score: Raw -263139.720087 + Penalty 2491.369865 = -260648.350221
  nChanged 6
		SP:Iteration 40F (35726.230000 sec): 3 clusters
  Score: Raw -263144.838313 + Penalty 2491.369865 = -260653.468448
  nChanged 8
		SP:Iteration 41Q (35726.420000 sec): 3 clusters
  Score: Raw -263151.404497 + Penalty 2491.369865 = -260660.034632
  nChanged 3
		SP:Iteration 42Q (35726.600000 sec): 3 clusters
  Score: Raw -263153.264544 + Penalty 2491.369865 = -260661.894678
  nChanged 2
		SP:Iteration 43Q (35726.780000 sec): 3 clusters
  Score: Raw -263154.940536 + Penalty 2491.369865 = -260663.570671
  nChanged 2
		SP:Iteration 44Q (35726.970000 sec): 3 clusters
  Score: Raw -263155.864981 + Penalty 2491.369865 = -260664.495115
  nChanged 0
		SP:Iteration 45F (35727.160000 sec): 3 clusters
  Score: Raw -263155.864981 + Penalty 2491.369865 = -260664.495115
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35727.300000 sec): 2 clusters
  Score: Raw -995923.150983 + Penalty 1467.572227 = -994455.578756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35727.520000 sec): 3 clusters
  Score: Raw -991310.465485 + Penalty 2935.144454 = -988375.321031
  nChanged 3530
		SP:Iteration 1F (35727.720000 sec): 3 clusters
  Score: Raw -993257.890823 + Penalty 2935.144454 = -990322.746368
  nChanged 535
		SP:Iteration 2F (35727.960000 sec): 3 clusters
  Score: Raw -993570.493762 + Penalty 2935.144454 = -990635.349308
  nChanged 496
		SP:Iteration 3F (35728.160000 sec): 3 clusters
  Score: Raw -993854.432599 + Penalty 2935.144454 = -990919.288144
  nChanged 435
		SP:Iteration 4F (35728.380000 sec): 3 clusters
  Score: Raw -994091.554091 + Penalty 2935.144454 = -991156.409637
  nChanged 387
		SP:Iteration 5Q (35728.580000 sec): 3 clusters
  Score: Raw -994334.432851 + Penalty 2935.144454 = -991399.288397
  nChanged 381
		SP:Iteration 6Q (35728.760000 sec): 3 clusters
  Score: Raw -994567.615796 + Penalty 2935.144454 = -991632.471342
  nChanged 366
		SP:Iteration 7Q (35728.970000 sec): 3 clusters
  Score: Raw -994797.256986 + Penalty 2935.144454 = -991862.112532
  nChanged 347
		SP:Iteration 8Q (35729.200000 sec): 3 clusters
  Score: Raw -994994.456390 + Penalty 2935.144454 = -992059.311936
  nChanged 313
		SP:Iteration 9Q (35729.380000 sec): 3 clusters
  Score: Raw -995193.556841 + Penalty 2935.144454 = -992258.412387
  nChanged 278
		SP:Iteration 10Q (35729.600000 sec): 3 clusters
  Score: Raw -995374.642772 + Penalty 2935.144454 = -992439.498318
  nChanged 265
		SP:Iteration 11Q (35729.810000 sec): 3 clusters
  Score: Raw -995526.838799 + Penalty 2935.144454 = -992591.694344
  nChanged 245
		SP:Iteration 12Q (35730.020000 sec): 3 clusters
  Score: Raw -995692.985221 + Penalty 2935.144454 = -992757.840767
  nChanged 229
		SP:Iteration 13Q (35730.220000 sec): 3 clusters
  Score: Raw -995847.842064 + Penalty 2935.144454 = -992912.697609
  nChanged 209
		SP:Iteration 14Q (35730.430000 sec): 3 clusters
  Score: Raw -995975.502666 + Penalty 2935.144454 = -993040.358212
  nChanged 177
		SP:Iteration 15Q (35730.660000 sec): 3 clusters
  Score: Raw -996077.937626 + Penalty 2935.144454 = -993142.793172
  nChanged 175
		SP:Iteration 16Q (35730.850000 sec): 3 clusters
  Score: Raw -996159.902035 + Penalty 2935.144454 = -993224.757581
  nChanged 130
		SP:Iteration 17Q (35731.030000 sec): 3 clusters
  Score: Raw -996209.148238 + Penalty 2935.144454 = -993274.003784
  nChanged 115
		SP:Iteration 18Q (35731.260000 sec): 3 clusters
  Score: Raw -996258.174461 + Penalty 2935.144454 = -993323.030006
  nChanged 97
		SP:Iteration 19Q (35731.440000 sec): 3 clusters
  Score: Raw -996293.864230 + Penalty 2935.144454 = -993358.719776
  nChanged 72
		SP:Iteration 20F (35731.660000 sec): 3 clusters
  Score: Raw -996313.489751 + Penalty 2935.144454 = -993378.345296
  nChanged 64
		SP:Iteration 21Q (35731.850000 sec): 3 clusters
  Score: Raw -996331.621048 + Penalty 2935.144454 = -993396.476593
  nChanged 58
		SP:Iteration 22Q (35732.040000 sec): 3 clusters
  Score: Raw -996347.570638 + Penalty 2935.144454 = -993412.426183
  nChanged 45
		SP:Iteration 23Q (35732.200000 sec): 3 clusters
  Score: Raw -996357.617521 + Penalty 2935.144454 = -993422.473067
  nChanged 25
		SP:Iteration 24Q (35732.440000 sec): 3 clusters
  Score: Raw -996364.615764 + Penalty 2935.144454 = -993429.471309
  nChanged 21
		SP:Iteration 25Q (35732.620000 sec): 3 clusters
  Score: Raw -996371.086286 + Penalty 2935.144454 = -993435.941832
  nChanged 28
		SP:Iteration 26Q (35732.800000 sec): 3 clusters
  Score: Raw -996377.905894 + Penalty 2935.144454 = -993442.761440
  nChanged 22
		SP:Iteration 27Q (35733.010000 sec): 3 clusters
  Score: Raw -996383.120269 + Penalty 2935.144454 = -993447.975814
  nChanged 13
		SP:Iteration 28Q (35733.200000 sec): 3 clusters
  Score: Raw -996386.446311 + Penalty 2935.144454 = -993451.301856
  nChanged 18
		SP:Iteration 29Q (35733.410000 sec): 3 clusters
  Score: Raw -996390.111963 + Penalty 2935.144454 = -993454.967508
  nChanged 19
		SP:Iteration 30Q (35733.640000 sec): 3 clusters
  Score: Raw -996395.126125 + Penalty 2935.144454 = -993459.981670
  nChanged 21
		SP:Iteration 31Q (35733.840000 sec): 3 clusters
  Score: Raw -996399.209607 + Penalty 2935.144454 = -993464.065153
  nChanged 14
		SP:Iteration 32Q (35734.050000 sec): 3 clusters
  Score: Raw -996401.562658 + Penalty 2935.144454 = -993466.418204
  nChanged 12
		SP:Iteration 33Q (35734.250000 sec): 3 clusters
  Score: Raw -996403.664904 + Penalty 2935.144454 = -993468.520449
  nChanged 12
		SP:Iteration 34Q (35734.440000 sec): 3 clusters
  Score: Raw -996405.853089 + Penalty 2935.144454 = -993470.708635
  nChanged 16
		SP:Iteration 35Q (35734.650000 sec): 3 clusters
  Score: Raw -996408.956539 + Penalty 2935.144454 = -993473.812084
  nChanged 12
		SP:Iteration 36Q (35734.870000 sec): 3 clusters
  Score: Raw -996412.110665 + Penalty 2935.144454 = -993476.966210
  nChanged 18
		SP:Iteration 37Q (35735.070000 sec): 3 clusters
  Score: Raw -996416.754205 + Penalty 2935.144454 = -993481.609750
  nChanged 19
		SP:Iteration 38Q (35735.280000 sec): 3 clusters
  Score: Raw -996421.442678 + Penalty 2935.144454 = -993486.298223
  nChanged 23
		SP:Iteration 39Q (35735.480000 sec): 3 clusters
  Score: Raw -996427.867508 + Penalty 2935.144454 = -993492.723054
  nChanged 22
		SP:Iteration 40F (35735.670000 sec): 3 clusters
  Score: Raw -996433.504910 + Penalty 2935.144454 = -993498.360455
  nChanged 21
		SP:Iteration 41Q (35735.890000 sec): 3 clusters
  Score: Raw -996438.957161 + Penalty 2935.144454 = -993503.812707
  nChanged 19
		SP:Iteration 42Q (35736.080000 sec): 3 clusters
  Score: Raw -996443.460303 + Penalty 2935.144454 = -993508.315849
  nChanged 15
		SP:Iteration 43Q (35736.270000 sec): 3 clusters
  Score: Raw -996446.530355 + Penalty 2935.144454 = -993511.385901
  nChanged 13
		SP:Iteration 44Q (35736.480000 sec): 3 clusters
  Score: Raw -996448.672156 + Penalty 2935.144454 = -993513.527701
  nChanged 9
		SP:Iteration 45Q (35736.700000 sec): 3 clusters
  Score: Raw -996450.267673 + Penalty 2935.144454 = -993515.123219
  nChanged 7
		SP:Iteration 46Q (35736.900000 sec): 3 clusters
  Score: Raw -996451.402939 + Penalty 2935.144454 = -993516.258484
  nChanged 4
		SP:Iteration 47Q (35737.090000 sec): 3 clusters
  Score: Raw -996452.347111 + Penalty 2935.144454 = -993517.202657
  nChanged 4
		SP:Iteration 48Q (35737.300000 sec): 3 clusters
  Score: Raw -996452.910921 + Penalty 2935.144454 = -993517.766466
  nChanged 4
		SP:Iteration 49Q (35737.470000 sec): 3 clusters
  Score: Raw -996453.757149 + Penalty 2935.144454 = -993518.612695
  nChanged 2
		SP:Iteration 50Q (35737.680000 sec): 3 clusters
  Score: Raw -996454.125448 + Penalty 2935.144454 = -993518.980994
  nChanged 3
		SP:Iteration 51Q (35737.900000 sec): 3 clusters
  Score: Raw -996454.705036 + Penalty 2935.144454 = -993519.560581
  nChanged 5
		SP:Iteration 52Q (35738.070000 sec): 3 clusters
  Score: Raw -996455.686187 + Penalty 2935.144454 = -993520.541732
  nChanged 6
		SP:Iteration 53Q (35738.260000 sec): 3 clusters
  Score: Raw -996456.595238 + Penalty 2935.144454 = -993521.450784
  nChanged 5
		SP:Iteration 54Q (35738.450000 sec): 3 clusters
  Score: Raw -996457.731611 + Penalty 2935.144454 = -993522.587157
  nChanged 1
		SP:Iteration 55Q (35738.660000 sec): 3 clusters
  Score: Raw -996457.918857 + Penalty 2935.144454 = -993522.774403
  nChanged 4
		SP:Iteration 56Q (35738.890000 sec): 3 clusters
  Score: Raw -996458.528747 + Penalty 2935.144454 = -993523.384293
  nChanged 1
		SP:Iteration 57Q (35739.100000 sec): 3 clusters
  Score: Raw -996458.774784 + Penalty 2935.144454 = -993523.630329
  nChanged 1
		SP:Iteration 58Q (35739.290000 sec): 3 clusters
  Score: Raw -996459.067926 + Penalty 2935.144454 = -993523.923471
  nChanged 1
		SP:Iteration 59Q (35739.460000 sec): 3 clusters
  Score: Raw -996459.247472 + Penalty 2935.144454 = -993524.103017
  nChanged 0
		SP:Iteration 60F (35739.680000 sec): 3 clusters
  Score: Raw -996459.247472 + Penalty 2935.144454 = -993524.103017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35739.770000 sec): 2 clusters
  Score: Raw -680830.956311 + Penalty 1405.478468 = -679425.477843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35739.990000 sec): 3 clusters
  Score: Raw -677866.680986 + Penalty 2810.956935 = -675055.724051
  nChanged 2363
		SP:Iteration 1F (35740.140000 sec): 3 clusters
  Score: Raw -679146.202000 + Penalty 2810.956935 = -676335.245065
  nChanged 387
		SP:Iteration 2F (35740.280000 sec): 3 clusters
  Score: Raw -679333.722279 + Penalty 2810.956935 = -676522.765344
  nChanged 281
		SP:Iteration 3Q (35740.460000 sec): 3 clusters
  Score: Raw -679472.968607 + Penalty 2810.956935 = -676662.011672
  nChanged 249
		SP:Iteration 4Q (35740.650000 sec): 3 clusters
  Score: Raw -679621.029727 + Penalty 2810.956935 = -676810.072792
  nChanged 238
		SP:Iteration 5Q (35740.840000 sec): 3 clusters
  Score: Raw -679746.820272 + Penalty 2810.956935 = -676935.863337
  nChanged 209
		SP:Iteration 6Q (35741.020000 sec): 3 clusters
  Score: Raw -679879.580457 + Penalty 2810.956935 = -677068.623521
  nChanged 228
		SP:Iteration 7Q (35741.190000 sec): 3 clusters
  Score: Raw -680037.300346 + Penalty 2810.956935 = -677226.343411
  nChanged 242
		SP:Iteration 8Q (35741.390000 sec): 3 clusters
  Score: Raw -680214.791211 + Penalty 2810.956935 = -677403.834275
  nChanged 249
		SP:Iteration 9Q (35741.550000 sec): 3 clusters
  Score: Raw -680392.407966 + Penalty 2810.956935 = -677581.451031
  nChanged 217
		SP:Iteration 10Q (35741.750000 sec): 3 clusters
  Score: Raw -680544.268474 + Penalty 2810.956935 = -677733.311538
  nChanged 204
		SP:Iteration 11Q (35741.930000 sec): 3 clusters
  Score: Raw -680677.979008 + Penalty 2810.956935 = -677867.022073
  nChanged 186
		SP:Iteration 12Q (35742.100000 sec): 3 clusters
  Score: Raw -680793.192198 + Penalty 2810.956935 = -677982.235263
  nChanged 147
		SP:Iteration 13Q (35742.320000 sec): 3 clusters
  Score: Raw -680874.967841 + Penalty 2810.956935 = -678064.010906
  nChanged 133
		SP:Iteration 14Q (35742.480000 sec): 3 clusters
  Score: Raw -680944.674616 + Penalty 2810.956935 = -678133.717681
  nChanged 108
		SP:Iteration 15Q (35742.670000 sec): 3 clusters
  Score: Raw -680987.079913 + Penalty 2810.956935 = -678176.122978
  nChanged 86
		SP:Iteration 16Q (35742.910000 sec): 3 clusters
  Score: Raw -681015.376566 + Penalty 2810.956935 = -678204.419631
  nChanged 57
		SP:Iteration 17Q (35743.100000 sec): 3 clusters
  Score: Raw -681033.832708 + Penalty 2810.956935 = -678222.875773
  nChanged 49
		SP:Iteration 18Q (35743.280000 sec): 3 clusters
  Score: Raw -681049.837447 + Penalty 2810.956935 = -678238.880512
  nChanged 36
		SP:Iteration 19Q (35743.470000 sec): 3 clusters
  Score: Raw -681059.297864 + Penalty 2810.956935 = -678248.340929
  nChanged 25
		SP:Iteration 20F (35743.650000 sec): 3 clusters
  Score: Raw -681065.105413 + Penalty 2810.956935 = -678254.148478
  nChanged 20
		SP:Iteration 21Q (35743.860000 sec): 3 clusters
  Score: Raw -681071.297879 + Penalty 2810.956935 = -678260.340943
  nChanged 20
		SP:Iteration 22Q (35744.070000 sec): 3 clusters
  Score: Raw -681076.130895 + Penalty 2810.956935 = -678265.173959
  nChanged 12
		SP:Iteration 23Q (35744.240000 sec): 3 clusters
  Score: Raw -681079.069501 + Penalty 2810.956935 = -678268.112565
  nChanged 14
		SP:Iteration 24Q (35744.410000 sec): 3 clusters
  Score: Raw -681081.889388 + Penalty 2810.956935 = -678270.932453
  nChanged 9
		SP:Iteration 25Q (35744.580000 sec): 3 clusters
  Score: Raw -681083.551786 + Penalty 2810.956935 = -678272.594851
  nChanged 8
		SP:Iteration 26Q (35744.800000 sec): 3 clusters
  Score: Raw -681085.005805 + Penalty 2810.956935 = -678274.048870
  nChanged 8
		SP:Iteration 27Q (35744.980000 sec): 3 clusters
  Score: Raw -681086.156145 + Penalty 2810.956935 = -678275.199210
  nChanged 6
		SP:Iteration 28Q (35745.180000 sec): 3 clusters
  Score: Raw -681087.111988 + Penalty 2810.956935 = -678276.155053
  nChanged 6
		SP:Iteration 29Q (35745.340000 sec): 3 clusters
  Score: Raw -681087.819428 + Penalty 2810.956935 = -678276.862493
  nChanged 5
		SP:Iteration 30Q (35745.540000 sec): 3 clusters
  Score: Raw -681088.407801 + Penalty 2810.956935 = -678277.450865
  nChanged 4
		SP:Iteration 31Q (35745.740000 sec): 3 clusters
  Score: Raw -681089.033031 + Penalty 2810.956935 = -678278.076096
  nChanged 2
		SP:Iteration 32Q (35745.960000 sec): 3 clusters
  Score: Raw -681089.177049 + Penalty 2810.956935 = -678278.220114
  nChanged 1
		SP:Iteration 33Q (35746.120000 sec): 3 clusters
  Score: Raw -681089.302837 + Penalty 2810.956935 = -678278.345902
  nChanged 1
		SP:Iteration 34Q (35746.340000 sec): 3 clusters
  Score: Raw -681089.349098 + Penalty 2810.956935 = -678278.392163
  nChanged 1
		SP:Iteration 35Q (35746.560000 sec): 3 clusters
  Score: Raw -681089.424277 + Penalty 2810.956935 = -678278.467342
  nChanged 2
		SP:Iteration 36Q (35746.720000 sec): 3 clusters
  Score: Raw -681089.602321 + Penalty 2810.956935 = -678278.645386
  nChanged 1
		SP:Iteration 37Q (35746.900000 sec): 3 clusters
  Score: Raw -681089.731704 + Penalty 2810.956935 = -678278.774768
  nChanged 0
		SP:Iteration 38F (35747.100000 sec): 3 clusters
  Score: Raw -681089.731704 + Penalty 2810.956935 = -678278.774768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35747.320000 sec): 2 clusters
  Score: Raw -3604448.689453 + Penalty 1683.817876 = -3602764.871577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35747.610000 sec): 3 clusters
  Score: Raw -3584695.744345 + Penalty 3367.635752 = -3581328.108593
  nChanged 14741
		SP:Iteration 1F (35747.890000 sec): 3 clusters
  Score: Raw -3593301.461252 + Penalty 3367.635752 = -3589933.825501
  nChanged 1692
		SP:Iteration 2F (35748.200000 sec): 3 clusters
  Score: Raw -3594100.793759 + Penalty 3367.635752 = -3590733.158008
  nChanged 1762
		SP:Iteration 3F (35748.490000 sec): 3 clusters
  Score: Raw -3595109.571654 + Penalty 3367.635752 = -3591741.935903
  nChanged 1922
		SP:Iteration 4F (35748.820000 sec): 3 clusters
  Score: Raw -3596312.591232 + Penalty 3367.635752 = -3592944.955480
  nChanged 1989
		SP:Iteration 5F (35749.150000 sec): 3 clusters
  Score: Raw -3597604.142280 + Penalty 3367.635752 = -3594236.506529
  nChanged 1997
		SP:Iteration 6F (35749.450000 sec): 3 clusters
  Score: Raw -3598845.932417 + Penalty 3367.635752 = -3595478.296666
  nChanged 1786
		SP:Iteration 7F (35749.760000 sec): 3 clusters
  Score: Raw -3599854.123667 + Penalty 3367.635752 = -3596486.487916
  nChanged 1490
		SP:Iteration 8Q (35750.100000 sec): 3 clusters
  Score: Raw -3600620.864077 + Penalty 3367.635752 = -3597253.228326
  nChanged 1257
		SP:Iteration 9Q (35750.380000 sec): 3 clusters
  Score: Raw -3601209.241689 + Penalty 3367.635752 = -3597841.605938
  nChanged 1004
		SP:Iteration 10Q (35750.720000 sec): 3 clusters
  Score: Raw -3601633.942433 + Penalty 3367.635752 = -3598266.306682
  nChanged 802
		SP:Iteration 11Q (35751.000000 sec): 3 clusters
  Score: Raw -3601943.360038 + Penalty 3367.635752 = -3598575.724287
  nChanged 680
		SP:Iteration 12Q (35751.320000 sec): 3 clusters
  Score: Raw -3602195.562470 + Penalty 3367.635752 = -3598827.926719
  nChanged 560
		SP:Iteration 13Q (35751.630000 sec): 3 clusters
  Score: Raw -3602399.548258 + Penalty 3367.635752 = -3599031.912507
  nChanged 491
		SP:Iteration 14Q (35751.910000 sec): 3 clusters
  Score: Raw -3602574.366680 + Penalty 3367.635752 = -3599206.730929
  nChanged 457
		SP:Iteration 15Q (35752.210000 sec): 3 clusters
  Score: Raw -3602723.144519 + Penalty 3367.635752 = -3599355.508768
  nChanged 399
		SP:Iteration 16Q (35752.580000 sec): 3 clusters
  Score: Raw -3602849.386436 + Penalty 3367.635752 = -3599481.750685
  nChanged 382
		SP:Iteration 17Q (35752.860000 sec): 3 clusters
  Score: Raw -3602966.699440 + Penalty 3367.635752 = -3599599.063689
  nChanged 376
		SP:Iteration 18Q (35753.180000 sec): 3 clusters
  Score: Raw -3603077.277640 + Penalty 3367.635752 = -3599709.641889
  nChanged 379
		SP:Iteration 19Q (35753.500000 sec): 3 clusters
  Score: Raw -3603189.108724 + Penalty 3367.635752 = -3599821.472972
  nChanged 354
		SP:Iteration 20F (35753.760000 sec): 3 clusters
  Score: Raw -3603296.489266 + Penalty 3367.635752 = -3599928.853514
  nChanged 362
		SP:Iteration 21Q (35754.100000 sec): 3 clusters
  Score: Raw -3603403.087601 + Penalty 3367.635752 = -3600035.451849
  nChanged 372
		SP:Iteration 22Q (35754.400000 sec): 3 clusters
  Score: Raw -3603519.047537 + Penalty 3367.635752 = -3600151.411786
  nChanged 373
		SP:Iteration 23Q (35754.740000 sec): 3 clusters
  Score: Raw -3603642.409998 + Penalty 3367.635752 = -3600274.774247
  nChanged 360
		SP:Iteration 24Q (35755.020000 sec): 3 clusters
  Score: Raw -3603766.868994 + Penalty 3367.635752 = -3600399.233243
  nChanged 352
		SP:Iteration 25Q (35755.340000 sec): 3 clusters
  Score: Raw -3603886.889932 + Penalty 3367.635752 = -3600519.254180
  nChanged 333
		SP:Iteration 26Q (35755.660000 sec): 3 clusters
  Score: Raw -3604003.979563 + Penalty 3367.635752 = -3600636.343811
  nChanged 335
		SP:Iteration 27Q (35755.960000 sec): 3 clusters
  Score: Raw -3604133.839003 + Penalty 3367.635752 = -3600766.203251
  nChanged 323
		SP:Iteration 28Q (35756.220000 sec): 3 clusters
  Score: Raw -3604259.643864 + Penalty 3367.635752 = -3600892.008113
  nChanged 314
		SP:Iteration 29Q (35756.520000 sec): 3 clusters
  Score: Raw -3604384.623526 + Penalty 3367.635752 = -3601016.987775
  nChanged 300
		SP:Iteration 30Q (35756.810000 sec): 3 clusters
  Score: Raw -3604509.674218 + Penalty 3367.635752 = -3601142.038467
  nChanged 285
		SP:Iteration 31Q (35757.160000 sec): 3 clusters
  Score: Raw -3604623.871805 + Penalty 3367.635752 = -3601256.236053
  nChanged 233
		SP:Iteration 32Q (35757.480000 sec): 3 clusters
  Score: Raw -3604720.220904 + Penalty 3367.635752 = -3601352.585152
  nChanged 205
		SP:Iteration 33Q (35757.770000 sec): 3 clusters
  Score: Raw -3604801.331367 + Penalty 3367.635752 = -3601433.695616
  nChanged 183
		SP:Iteration 34Q (35758.080000 sec): 3 clusters
  Score: Raw -3604871.113850 + Penalty 3367.635752 = -3601503.478098
  nChanged 149
		SP:Iteration 35Q (35758.360000 sec): 3 clusters
  Score: Raw -3604923.870974 + Penalty 3367.635752 = -3601556.235223
  nChanged 132
		SP:Iteration 36Q (35758.640000 sec): 3 clusters
  Score: Raw -3604970.601245 + Penalty 3367.635752 = -3601602.965493
  nChanged 105
		SP:Iteration 37Q (35758.980000 sec): 3 clusters
  Score: Raw -3605010.249402 + Penalty 3367.635752 = -3601642.613651
  nChanged 82
		SP:Iteration 38Q (35759.300000 sec): 3 clusters
  Score: Raw -3605038.404825 + Penalty 3367.635752 = -3601670.769073
  nChanged 70
		SP:Iteration 39Q (35759.570000 sec): 3 clusters
  Score: Raw -3605065.700364 + Penalty 3367.635752 = -3601698.064612
  nChanged 74
		SP:Iteration 40F (35759.890000 sec): 3 clusters
  Score: Raw -3605090.793996 + Penalty 3367.635752 = -3601723.158244
  nChanged 63
		SP:Iteration 41Q (35760.200000 sec): 3 clusters
  Score: Raw -3605114.995480 + Penalty 3367.635752 = -3601747.359728
  nChanged 64
		SP:Iteration 42Q (35760.510000 sec): 3 clusters
  Score: Raw -3605144.830156 + Penalty 3367.635752 = -3601777.194404
  nChanged 65
		SP:Iteration 43Q (35760.850000 sec): 3 clusters
  Score: Raw -3605174.625309 + Penalty 3367.635752 = -3601806.989557
  nChanged 57
		SP:Iteration 44Q (35761.130000 sec): 3 clusters
  Score: Raw -3605193.003847 + Penalty 3367.635752 = -3601825.368095
  nChanged 44
		SP:Iteration 45Q (35761.420000 sec): 3 clusters
  Score: Raw -3605209.561057 + Penalty 3367.635752 = -3601841.925305
  nChanged 35
		SP:Iteration 46Q (35761.730000 sec): 3 clusters
  Score: Raw -3605223.469536 + Penalty 3367.635752 = -3601855.833784
  nChanged 36
		SP:Iteration 47Q (35762.010000 sec): 3 clusters
  Score: Raw -3605237.349445 + Penalty 3367.635752 = -3601869.713694
  nChanged 31
		SP:Iteration 48Q (35762.310000 sec): 3 clusters
  Score: Raw -3605247.410500 + Penalty 3367.635752 = -3601879.774748
  nChanged 26
		SP:Iteration 49Q (35762.600000 sec): 3 clusters
  Score: Raw -3605256.714553 + Penalty 3367.635752 = -3601889.078801
  nChanged 23
		SP:Iteration 50Q (35762.870000 sec): 3 clusters
  Score: Raw -3605263.480161 + Penalty 3367.635752 = -3601895.844410
  nChanged 12
		SP:Iteration 51Q (35763.130000 sec): 3 clusters
  Score: Raw -3605267.593014 + Penalty 3367.635752 = -3601899.957263
  nChanged 13
		SP:Iteration 52Q (35763.470000 sec): 3 clusters
  Score: Raw -3605273.515601 + Penalty 3367.635752 = -3601905.879850
  nChanged 13
		SP:Iteration 53Q (35763.760000 sec): 3 clusters
  Score: Raw -3605279.784445 + Penalty 3367.635752 = -3601912.148693
  nChanged 13
		SP:Iteration 54Q (35764.060000 sec): 3 clusters
  Score: Raw -3605286.924228 + Penalty 3367.635752 = -3601919.288476
  nChanged 15
		SP:Iteration 55Q (35764.380000 sec): 3 clusters
  Score: Raw -3605292.719742 + Penalty 3367.635752 = -3601925.083990
  nChanged 18
		SP:Iteration 56Q (35764.670000 sec): 3 clusters
  Score: Raw -3605299.516423 + Penalty 3367.635752 = -3601931.880671
  nChanged 18
		SP:Iteration 57Q (35764.980000 sec): 3 clusters
  Score: Raw -3605306.175061 + Penalty 3367.635752 = -3601938.539310
  nChanged 15
		SP:Iteration 58Q (35765.260000 sec): 3 clusters
  Score: Raw -3605313.528984 + Penalty 3367.635752 = -3601945.893233
  nChanged 16
		SP:Iteration 59Q (35765.570000 sec): 3 clusters
  Score: Raw -3605321.013120 + Penalty 3367.635752 = -3601953.377369
  nChanged 15
		SP:Iteration 60F (35765.940000 sec): 3 clusters
  Score: Raw -3605325.252761 + Penalty 3367.635752 = -3601957.617009
  nChanged 11
		SP:Iteration 61Q (35766.270000 sec): 3 clusters
  Score: Raw -3605327.951936 + Penalty 3367.635752 = -3601960.316185
  nChanged 9
		SP:Iteration 62Q (35766.570000 sec): 3 clusters
  Score: Raw -3605330.433676 + Penalty 3367.635752 = -3601962.797924
  nChanged 9
		SP:Iteration 63Q (35766.920000 sec): 3 clusters
  Score: Raw -3605335.793293 + Penalty 3367.635752 = -3601968.157542
  nChanged 9
		SP:Iteration 64Q (35767.220000 sec): 3 clusters
  Score: Raw -3605342.247096 + Penalty 3367.635752 = -3601974.611345
  nChanged 11
		SP:Iteration 65Q (35767.570000 sec): 3 clusters
  Score: Raw -3605347.424659 + Penalty 3367.635752 = -3601979.788908
  nChanged 16
		SP:Iteration 66Q (35767.910000 sec): 3 clusters
  Score: Raw -3605353.801608 + Penalty 3367.635752 = -3601986.165856
  nChanged 12
		SP:Iteration 67Q (35768.200000 sec): 3 clusters
  Score: Raw -3605360.528244 + Penalty 3367.635752 = -3601992.892493
  nChanged 20
		SP:Iteration 68Q (35768.500000 sec): 3 clusters
  Score: Raw -3605368.995900 + Penalty 3367.635752 = -3602001.360149
  nChanged 19
		SP:Iteration 69Q (35768.850000 sec): 3 clusters
  Score: Raw -3605376.527237 + Penalty 3367.635752 = -3602008.891486
  nChanged 14
		SP:Iteration 70Q (35769.150000 sec): 3 clusters
  Score: Raw -3605383.090864 + Penalty 3367.635752 = -3602015.455112
  nChanged 8
		SP:Iteration 71Q (35769.450000 sec): 3 clusters
  Score: Raw -3605385.855150 + Penalty 3367.635752 = -3602018.219399
  nChanged 12
		SP:Iteration 72Q (35769.750000 sec): 3 clusters
  Score: Raw -3605392.877860 + Penalty 3367.635752 = -3602025.242109
  nChanged 12
		SP:Iteration 73Q (35770.050000 sec): 3 clusters
  Score: Raw -3605399.360644 + Penalty 3367.635752 = -3602031.724892
  nChanged 12
		SP:Iteration 74Q (35770.350000 sec): 3 clusters
  Score: Raw -3605404.597597 + Penalty 3367.635752 = -3602036.961845
  nChanged 10
		SP:Iteration 75Q (35770.660000 sec): 3 clusters
  Score: Raw -3605409.211803 + Penalty 3367.635752 = -3602041.576052
  nChanged 11
		SP:Iteration 76Q (35770.940000 sec): 3 clusters
  Score: Raw -3605413.728884 + Penalty 3367.635752 = -3602046.093132
  nChanged 8
		SP:Iteration 77Q (35771.260000 sec): 3 clusters
  Score: Raw -3605416.046129 + Penalty 3367.635752 = -3602048.410377
  nChanged 4
		SP:Iteration 78Q (35771.540000 sec): 3 clusters
  Score: Raw -3605417.336586 + Penalty 3367.635752 = -3602049.700835
  nChanged 6
		SP:Iteration 79Q (35771.800000 sec): 3 clusters
  Score: Raw -3605418.503797 + Penalty 3367.635752 = -3602050.868046
  nChanged 0
		SP:Iteration 80F (35772.110000 sec): 3 clusters
  Score: Raw -3605418.503797 + Penalty 3367.635752 = -3602050.868046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35772.220000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35772.370000 sec): 3 clusters
  Score: Raw -26785.967692 + Penalty 1790.551209 = -24995.416482
  nChanged 40
		SP:Iteration 1F (35772.560000 sec): 3 clusters
  Score: Raw -26863.848452 + Penalty 1790.551209 = -25073.297243
  nChanged 5
		SP:Iteration 2Q (35772.720000 sec): 3 clusters
  Score: Raw -26869.943985 + Penalty 1790.551209 = -25079.392775
  nChanged 2
		SP:Iteration 3Q (35772.920000 sec): 3 clusters
  Score: Raw -26872.013399 + Penalty 1790.551209 = -25081.462190
  nChanged 1
		SP:Iteration 4Q (35773.090000 sec): 3 clusters
  Score: Raw -26873.365676 + Penalty 1790.551209 = -25082.814466
  nChanged 0
		SP:Iteration 5F (35773.250000 sec): 3 clusters
  Score: Raw -26873.365676 + Penalty 1790.551209 = -25082.814466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35773.390000 sec): 2 clusters
  Score: Raw -200419.055048 + Penalty 1206.135726 = -199212.919321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35773.530000 sec): 3 clusters
  Score: Raw -199720.987629 + Penalty 2412.271453 = -197308.716177
  nChanged 568
		SP:Iteration 1F (35773.720000 sec): 3 clusters
  Score: Raw -200118.095212 + Penalty 2412.271453 = -197705.823759
  nChanged 152
		SP:Iteration 2F (35773.910000 sec): 3 clusters
  Score: Raw -200241.235282 + Penalty 2412.271453 = -197828.963829
  nChanged 86
		SP:Iteration 3F (35774.130000 sec): 3 clusters
  Score: Raw -200306.914956 + Penalty 2412.271453 = -197894.643503
  nChanged 62
		SP:Iteration 4Q (35774.260000 sec): 3 clusters
  Score: Raw -200356.885503 + Penalty 2412.271453 = -197944.614050
  nChanged 47
		SP:Iteration 5Q (35774.430000 sec): 3 clusters
  Score: Raw -200385.139624 + Penalty 2412.271453 = -197972.868171
  nChanged 36
		SP:Iteration 6Q (35774.660000 sec): 3 clusters
  Score: Raw -200404.591332 + Penalty 2412.271453 = -197992.319879
  nChanged 22
		SP:Iteration 7Q (35774.790000 sec): 3 clusters
  Score: Raw -200417.507192 + Penalty 2412.271453 = -198005.235739
  nChanged 14
		SP:Iteration 8Q (35775.000000 sec): 3 clusters
  Score: Raw -200427.085149 + Penalty 2412.271453 = -198014.813696
  nChanged 14
		SP:Iteration 9Q (35775.170000 sec): 3 clusters
  Score: Raw -200432.899502 + Penalty 2412.271453 = -198020.628049
  nChanged 4
		SP:Iteration 10Q (35775.350000 sec): 3 clusters
  Score: Raw -200434.642926 + Penalty 2412.271453 = -198022.371474
  nChanged 2
		SP:Iteration 11Q (35775.530000 sec): 3 clusters
  Score: Raw -200435.595841 + Penalty 2412.271453 = -198023.324388
  nChanged 2
		SP:Iteration 12Q (35775.660000 sec): 3 clusters
  Score: Raw -200436.618124 + Penalty 2412.271453 = -198024.346672
  nChanged 3
		SP:Iteration 13Q (35775.860000 sec): 3 clusters
  Score: Raw -200437.545692 + Penalty 2412.271453 = -198025.274239
  nChanged 2
		SP:Iteration 14Q (35776.050000 sec): 3 clusters
  Score: Raw -200438.226898 + Penalty 2412.271453 = -198025.955445
  nChanged 2
		SP:Iteration 15Q (35776.210000 sec): 3 clusters
  Score: Raw -200438.949616 + Penalty 2412.271453 = -198026.678163
  nChanged 3
		SP:Iteration 16Q (35776.380000 sec): 3 clusters
  Score: Raw -200440.221722 + Penalty 2412.271453 = -198027.950269
  nChanged 6
		SP:Iteration 17Q (35776.530000 sec): 3 clusters
  Score: Raw -200443.262119 + Penalty 2412.271453 = -198030.990666
  nChanged 2
		SP:Iteration 18Q (35776.730000 sec): 3 clusters
  Score: Raw -200443.908862 + Penalty 2412.271453 = -198031.637409
  nChanged 1
		SP:Iteration 19Q (35776.920000 sec): 3 clusters
  Score: Raw -200444.471951 + Penalty 2412.271453 = -198032.200498
  nChanged 2
		SP:Iteration 20F (35777.070000 sec): 3 clusters
  Score: Raw -200445.261461 + Penalty 2412.271453 = -198032.990008
  nChanged 1
		SP:Iteration 21Q (35777.210000 sec): 3 clusters
  Score: Raw -200446.051020 + Penalty 2412.271453 = -198033.779567
  nChanged 2
		SP:Iteration 22Q (35777.390000 sec): 3 clusters
  Score: Raw -200447.859020 + Penalty 2412.271453 = -198035.587568
  nChanged 4
		SP:Iteration 23Q (35777.570000 sec): 3 clusters
  Score: Raw -200449.085366 + Penalty 2412.271453 = -198036.813914
  nChanged 4
		SP:Iteration 24Q (35777.770000 sec): 3 clusters
  Score: Raw -200451.350756 + Penalty 2412.271453 = -198039.079303
  nChanged 1
		SP:Iteration 25Q (35777.940000 sec): 3 clusters
  Score: Raw -200451.499588 + Penalty 2412.271453 = -198039.228135
  nChanged 0
		SP:Iteration 26F (35778.140000 sec): 3 clusters
  Score: Raw -200451.499588 + Penalty 2412.271453 = -198039.228135
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35778.210000 sec): 2 clusters
  Score: Raw -296264.771193 + Penalty 1276.463013 = -294988.308179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35778.410000 sec): 3 clusters
  Score: Raw -295077.551034 + Penalty 2552.926027 = -292524.625007
  nChanged 929
		SP:Iteration 1F (35778.590000 sec): 3 clusters
  Score: Raw -295689.655332 + Penalty 2552.926027 = -293136.729305
  nChanged 220
		SP:Iteration 2F (35778.760000 sec): 3 clusters
  Score: Raw -295910.685424 + Penalty 2552.926027 = -293357.759397
  nChanged 180
		SP:Iteration 3F (35778.980000 sec): 3 clusters
  Score: Raw -296078.579095 + Penalty 2552.926027 = -293525.653068
  nChanged 141
		SP:Iteration 4F (35779.190000 sec): 3 clusters
  Score: Raw -296234.555172 + Penalty 2552.926027 = -293681.629145
  nChanged 113
		SP:Iteration 5Q (35779.370000 sec): 3 clusters
  Score: Raw -296341.652147 + Penalty 2552.926027 = -293788.726120
  nChanged 104
		SP:Iteration 6Q (35779.520000 sec): 3 clusters
  Score: Raw -296439.225466 + Penalty 2552.926027 = -293886.299439
  nChanged 92
		SP:Iteration 7Q (35779.710000 sec): 3 clusters
  Score: Raw -296532.017861 + Penalty 2552.926027 = -293979.091835
  nChanged 84
		SP:Iteration 8Q (35779.890000 sec): 3 clusters
  Score: Raw -296613.332884 + Penalty 2552.926027 = -294060.406857
  nChanged 64
		SP:Iteration 9Q (35780.090000 sec): 3 clusters
  Score: Raw -296681.418386 + Penalty 2552.926027 = -294128.492359
  nChanged 59
		SP:Iteration 10Q (35780.230000 sec): 3 clusters
  Score: Raw -296728.592091 + Penalty 2552.926027 = -294175.666065
  nChanged 30
		SP:Iteration 11Q (35780.430000 sec): 3 clusters
  Score: Raw -296749.179200 + Penalty 2552.926027 = -294196.253173
  nChanged 23
		SP:Iteration 12Q (35780.630000 sec): 3 clusters
  Score: Raw -296772.451871 + Penalty 2552.926027 = -294219.525844
  nChanged 25
		SP:Iteration 13Q (35780.780000 sec): 3 clusters
  Score: Raw -296790.833805 + Penalty 2552.926027 = -294237.907778
  nChanged 28
		SP:Iteration 14Q (35780.970000 sec): 3 clusters
  Score: Raw -296808.857944 + Penalty 2552.926027 = -294255.931918
  nChanged 25
		SP:Iteration 15Q (35781.150000 sec): 3 clusters
  Score: Raw -296830.074898 + Penalty 2552.926027 = -294277.148871
  nChanged 24
		SP:Iteration 16Q (35781.300000 sec): 3 clusters
  Score: Raw -296848.257486 + Penalty 2552.926027 = -294295.331459
  nChanged 16
		SP:Iteration 17Q (35781.510000 sec): 3 clusters
  Score: Raw -296859.888691 + Penalty 2552.926027 = -294306.962664
  nChanged 9
		SP:Iteration 18Q (35781.710000 sec): 3 clusters
  Score: Raw -296863.298187 + Penalty 2552.926027 = -294310.372161
  nChanged 3
		SP:Iteration 19Q (35781.900000 sec): 3 clusters
  Score: Raw -296864.650721 + Penalty 2552.926027 = -294311.724694
  nChanged 2
		SP:Iteration 20F (35782.090000 sec): 3 clusters
  Score: Raw -296865.692132 + Penalty 2552.926027 = -294312.766106
  nChanged 1
		SP:Iteration 21Q (35782.260000 sec): 3 clusters
  Score: Raw -296865.981549 + Penalty 2552.926027 = -294313.055522
  nChanged 0
		SP:Iteration 22F (35782.420000 sec): 3 clusters
  Score: Raw -296865.981549 + Penalty 2552.926027 = -294313.055522
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35782.500000 sec): 2 clusters
  Score: Raw -604691.685163 + Penalty 1384.822028 = -603306.863135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35782.690000 sec): 3 clusters
  Score: Raw -602101.478093 + Penalty 2769.644055 = -599331.834038
  nChanged 2023
		SP:Iteration 1F (35782.890000 sec): 3 clusters
  Score: Raw -603207.485107 + Penalty 2769.644055 = -600437.841052
  nChanged 391
		SP:Iteration 2F (35783.060000 sec): 3 clusters
  Score: Raw -603417.830167 + Penalty 2769.644055 = -600648.186112
  nChanged 265
		SP:Iteration 3F (35783.290000 sec): 3 clusters
  Score: Raw -603558.825958 + Penalty 2769.644055 = -600789.181903
  nChanged 263
		SP:Iteration 4F (35783.470000 sec): 3 clusters
  Score: Raw -603731.410455 + Penalty 2769.644055 = -600961.766400
  nChanged 265
		SP:Iteration 5F (35783.670000 sec): 3 clusters
  Score: Raw -603926.786441 + Penalty 2769.644055 = -601157.142386
  nChanged 286
		SP:Iteration 6F (35783.810000 sec): 3 clusters
  Score: Raw -604127.968092 + Penalty 2769.644055 = -601358.324037
  nChanged 251
		SP:Iteration 7Q (35783.970000 sec): 3 clusters
  Score: Raw -604295.659446 + Penalty 2769.644055 = -601526.015390
  nChanged 190
		SP:Iteration 8Q (35784.180000 sec): 3 clusters
  Score: Raw -604411.638452 + Penalty 2769.644055 = -601641.994397
  nChanged 151
		SP:Iteration 9Q (35784.370000 sec): 3 clusters
  Score: Raw -604492.108221 + Penalty 2769.644055 = -601722.464166
  nChanged 124
		SP:Iteration 10Q (35784.580000 sec): 3 clusters
  Score: Raw -604551.097678 + Penalty 2769.644055 = -601781.453623
  nChanged 103
		SP:Iteration 11Q (35784.780000 sec): 3 clusters
  Score: Raw -604598.685342 + Penalty 2769.644055 = -601829.041287
  nChanged 75
		SP:Iteration 12Q (35784.980000 sec): 3 clusters
  Score: Raw -604630.581340 + Penalty 2769.644055 = -601860.937285
  nChanged 61
		SP:Iteration 13Q (35785.190000 sec): 3 clusters
  Score: Raw -604655.977915 + Penalty 2769.644055 = -601886.333860
  nChanged 49
		SP:Iteration 14Q (35785.330000 sec): 3 clusters
  Score: Raw -604676.853347 + Penalty 2769.644055 = -601907.209292
  nChanged 49
		SP:Iteration 15Q (35785.530000 sec): 3 clusters
  Score: Raw -604694.678477 + Penalty 2769.644055 = -601925.034422
  nChanged 41
		SP:Iteration 16Q (35785.690000 sec): 3 clusters
  Score: Raw -604712.570158 + Penalty 2769.644055 = -601942.926102
  nChanged 37
		SP:Iteration 17Q (35785.910000 sec): 3 clusters
  Score: Raw -604725.983131 + Penalty 2769.644055 = -601956.339076
  nChanged 28
		SP:Iteration 18Q (35786.050000 sec): 3 clusters
  Score: Raw -604734.231215 + Penalty 2769.644055 = -601964.587160
  nChanged 26
		SP:Iteration 19Q (35786.300000 sec): 3 clusters
  Score: Raw -604743.322826 + Penalty 2769.644055 = -601973.678770
  nChanged 22
		SP:Iteration 20F (35786.480000 sec): 3 clusters
  Score: Raw -604750.991002 + Penalty 2769.644055 = -601981.346947
  nChanged 16
		SP:Iteration 21Q (35786.650000 sec): 3 clusters
  Score: Raw -604755.922015 + Penalty 2769.644055 = -601986.277960
  nChanged 13
		SP:Iteration 22Q (35786.890000 sec): 3 clusters
  Score: Raw -604759.050397 + Penalty 2769.644055 = -601989.406341
  nChanged 8
		SP:Iteration 23Q (35787.070000 sec): 3 clusters
  Score: Raw -604761.055360 + Penalty 2769.644055 = -601991.411304
  nChanged 3
		SP:Iteration 24Q (35787.280000 sec): 3 clusters
  Score: Raw -604762.192197 + Penalty 2769.644055 = -601992.548142
  nChanged 7
		SP:Iteration 25Q (35787.450000 sec): 3 clusters
  Score: Raw -604764.183533 + Penalty 2769.644055 = -601994.539478
  nChanged 7
		SP:Iteration 26Q (35787.660000 sec): 3 clusters
  Score: Raw -604766.715726 + Penalty 2769.644055 = -601997.071671
  nChanged 7
		SP:Iteration 27Q (35787.850000 sec): 3 clusters
  Score: Raw -604768.065923 + Penalty 2769.644055 = -601998.421868
  nChanged 8
		SP:Iteration 28Q (35788.020000 sec): 3 clusters
  Score: Raw -604769.698793 + Penalty 2769.644055 = -602000.054738
  nChanged 6
		SP:Iteration 29Q (35788.200000 sec): 3 clusters
  Score: Raw -604771.354048 + Penalty 2769.644055 = -602001.709993
  nChanged 8
		SP:Iteration 30Q (35788.370000 sec): 3 clusters
  Score: Raw -604774.100574 + Penalty 2769.644055 = -602004.456519
  nChanged 7
		SP:Iteration 31Q (35788.590000 sec): 3 clusters
  Score: Raw -604776.375255 + Penalty 2769.644055 = -602006.731200
  nChanged 5
		SP:Iteration 32Q (35788.800000 sec): 3 clusters
  Score: Raw -604778.507433 + Penalty 2769.644055 = -602008.863378
  nChanged 5
		SP:Iteration 33Q (35788.990000 sec): 3 clusters
  Score: Raw -604779.465285 + Penalty 2769.644055 = -602009.821230
  nChanged 2
		SP:Iteration 34Q (35789.190000 sec): 3 clusters
  Score: Raw -604779.850797 + Penalty 2769.644055 = -602010.206742
  nChanged 3
		SP:Iteration 35Q (35789.380000 sec): 3 clusters
  Score: Raw -604780.656869 + Penalty 2769.644055 = -602011.012814
  nChanged 1
		SP:Iteration 36Q (35789.530000 sec): 3 clusters
  Score: Raw -604780.995933 + Penalty 2769.644055 = -602011.351878
  nChanged 1
		SP:Iteration 37Q (35789.740000 sec): 3 clusters
  Score: Raw -604781.123795 + Penalty 2769.644055 = -602011.479740
  nChanged 1
		SP:Iteration 38Q (35789.920000 sec): 3 clusters
  Score: Raw -604781.342341 + Penalty 2769.644055 = -602011.698286
  nChanged 2
		SP:Iteration 39Q (35790.110000 sec): 3 clusters
  Score: Raw -604782.239637 + Penalty 2769.644055 = -602012.595582
  nChanged 2
		SP:Iteration 40F (35790.330000 sec): 3 clusters
  Score: Raw -604782.772949 + Penalty 2769.644055 = -602013.128894
  nChanged 2
		SP:Iteration 41Q (35790.530000 sec): 3 clusters
  Score: Raw -604783.125754 + Penalty 2769.644055 = -602013.481698
  nChanged 1
		SP:Iteration 42Q (35790.710000 sec): 3 clusters
  Score: Raw -604783.240097 + Penalty 2769.644055 = -602013.596042
  nChanged 1
		SP:Iteration 43Q (35790.890000 sec): 3 clusters
  Score: Raw -604783.328641 + Penalty 2769.644055 = -602013.684586
  nChanged 2
		SP:Iteration 44Q (35791.090000 sec): 3 clusters
  Score: Raw -604783.691555 + Penalty 2769.644055 = -602014.047500
  nChanged 2
		SP:Iteration 45Q (35791.270000 sec): 3 clusters
  Score: Raw -604784.044713 + Penalty 2769.644055 = -602014.400658
  nChanged 2
		SP:Iteration 46Q (35791.470000 sec): 3 clusters
  Score: Raw -604784.319047 + Penalty 2769.644055 = -602014.674992
  nChanged 1
		SP:Iteration 47Q (35791.660000 sec): 3 clusters
  Score: Raw -604784.486142 + Penalty 2769.644055 = -602014.842087
  nChanged 0
		SP:Iteration 48F (35791.850000 sec): 3 clusters
  Score: Raw -604784.486142 + Penalty 2769.644055 = -602014.842087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35791.920000 sec): 2 clusters
  Score: Raw -68941.775917 + Penalty 1028.579647 = -67913.196270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35792.130000 sec): 3 clusters
  Score: Raw -68847.305051 + Penalty 2057.159294 = -66790.145757
  nChanged 135
		SP:Iteration 1F (35792.280000 sec): 3 clusters
  Score: Raw -69019.103414 + Penalty 2057.159294 = -66961.944120
  nChanged 29
		SP:Iteration 2F (35792.470000 sec): 3 clusters
  Score: Raw -69058.729442 + Penalty 2057.159294 = -67001.570148
  nChanged 11
		SP:Iteration 3Q (35792.650000 sec): 3 clusters
  Score: Raw -69073.275185 + Penalty 2057.159294 = -67016.115891
  nChanged 1
		SP:Iteration 4Q (35792.780000 sec): 3 clusters
  Score: Raw -69076.881456 + Penalty 2057.159294 = -67019.722161
  nChanged 6
		SP:Iteration 5Q (35792.990000 sec): 3 clusters
  Score: Raw -69087.630526 + Penalty 2057.159294 = -67030.471231
  nChanged 10
		SP:Iteration 6Q (35793.160000 sec): 3 clusters
  Score: Raw -69103.342309 + Penalty 2057.159294 = -67046.183014
  nChanged 4
		SP:Iteration 7Q (35793.330000 sec): 3 clusters
  Score: Raw -69112.457999 + Penalty 2057.159294 = -67055.298705
  nChanged 2
		SP:Iteration 8Q (35793.540000 sec): 3 clusters
  Score: Raw -69117.907530 + Penalty 2057.159294 = -67060.748236
  nChanged 2
		SP:Iteration 9Q (35793.720000 sec): 3 clusters
  Score: Raw -69119.597141 + Penalty 2057.159294 = -67062.437847
  nChanged 2
		SP:Iteration 10Q (35793.900000 sec): 3 clusters
  Score: Raw -69121.603253 + Penalty 2057.159294 = -67064.443959
  nChanged 1
		SP:Iteration 11Q (35794.100000 sec): 3 clusters
  Score: Raw -69123.902047 + Penalty 2057.159294 = -67066.742752
  nChanged 0
		SP:Iteration 12F (35794.270000 sec): 3 clusters
  Score: Raw -69123.902047 + Penalty 2057.159294 = -67066.742752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35794.390000 sec): 2 clusters
  Score: Raw -51454.669671 + Penalty 1019.035620 = -50435.634051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35794.530000 sec): 3 clusters
  Score: Raw -51394.954228 + Penalty 2038.071240 = -49356.882988
  nChanged 152
		SP:Iteration 1F (35794.710000 sec): 3 clusters
  Score: Raw -51613.140515 + Penalty 2038.071240 = -49575.069274
  nChanged 39
		SP:Iteration 2F (35794.860000 sec): 3 clusters
  Score: Raw -51702.370405 + Penalty 2038.071240 = -49664.299165
  nChanged 17
		SP:Iteration 3Q (35795.010000 sec): 3 clusters
  Score: Raw -51736.863687 + Penalty 2038.071240 = -49698.792446
  nChanged 9
		SP:Iteration 4Q (35795.170000 sec): 3 clusters
  Score: Raw -51746.162064 + Penalty 2038.071240 = -49708.090824
  nChanged 3
		SP:Iteration 5Q (35795.350000 sec): 3 clusters
  Score: Raw -51753.419236 + Penalty 2038.071240 = -49715.347996
  nChanged 3
		SP:Iteration 6Q (35795.530000 sec): 3 clusters
  Score: Raw -51757.671510 + Penalty 2038.071240 = -49719.600270
  nChanged 3
		SP:Iteration 7Q (35795.730000 sec): 3 clusters
  Score: Raw -51764.539510 + Penalty 2038.071240 = -49726.468269
  nChanged 7
		SP:Iteration 8Q (35795.940000 sec): 3 clusters
  Score: Raw -51773.542743 + Penalty 2038.071240 = -49735.471503
  nChanged 3
		SP:Iteration 9Q (35796.080000 sec): 3 clusters
  Score: Raw -51778.396265 + Penalty 2038.071240 = -49740.325024
  nChanged 3
		SP:Iteration 10Q (35796.240000 sec): 3 clusters
  Score: Raw -51783.190586 + Penalty 2038.071240 = -49745.119346
  nChanged 4
		SP:Iteration 11Q (35796.440000 sec): 3 clusters
  Score: Raw -51796.055371 + Penalty 2038.071240 = -49757.984131
  nChanged 2
		SP:Iteration 12Q (35796.610000 sec): 3 clusters
  Score: Raw -51802.931021 + Penalty 2038.071240 = -49764.859780
  nChanged 3
		SP:Iteration 13Q (35796.780000 sec): 3 clusters
  Score: Raw -51808.983716 + Penalty 2038.071240 = -49770.912476
  nChanged 2
		SP:Iteration 14Q (35796.980000 sec): 3 clusters
  Score: Raw -51819.490041 + Penalty 2038.071240 = -49781.418800
  nChanged 1
		SP:Iteration 15Q (35797.130000 sec): 3 clusters
  Score: Raw -51822.169813 + Penalty 2038.071240 = -49784.098573
  nChanged 3
		SP:Iteration 16Q (35797.320000 sec): 3 clusters
  Score: Raw -51824.488722 + Penalty 2038.071240 = -49786.417481
  nChanged 1
		SP:Iteration 17Q (35797.510000 sec): 3 clusters
  Score: Raw -51825.751408 + Penalty 2038.071240 = -49787.680167
  nChanged 0
		SP:Iteration 18F (35797.690000 sec): 3 clusters
  Score: Raw -51825.751408 + Penalty 2038.071240 = -49787.680167
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35797.780000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35797.970000 sec): 3 clusters
  Score: Raw -147229.297112 + Penalty 2322.956763 = -144906.340349
  nChanged 405
		SP:Iteration 1F (35798.140000 sec): 3 clusters
  Score: Raw -147540.633552 + Penalty 2322.956763 = -145217.676789
  nChanged 104
		SP:Iteration 2F (35798.340000 sec): 3 clusters
  Score: Raw -147662.032675 + Penalty 2322.956763 = -145339.075912
  nChanged 67
		SP:Iteration 3F (35798.510000 sec): 3 clusters
  Score: Raw -147759.157116 + Penalty 2322.956763 = -145436.200353
  nChanged 61
		SP:Iteration 4Q (35798.680000 sec): 3 clusters
  Score: Raw -147853.378249 + Penalty 2322.956763 = -145530.421486
  nChanged 61
		SP:Iteration 5Q (35798.860000 sec): 3 clusters
  Score: Raw -147954.024834 + Penalty 2322.956763 = -145631.068071
  nChanged 51
		SP:Iteration 6Q (35799.020000 sec): 3 clusters
  Score: Raw -148032.299427 + Penalty 2322.956763 = -145709.342664
  nChanged 56
		SP:Iteration 7Q (35799.210000 sec): 3 clusters
  Score: Raw -148108.059097 + Penalty 2322.956763 = -145785.102334
  nChanged 41
		SP:Iteration 8Q (35799.390000 sec): 3 clusters
  Score: Raw -148160.629254 + Penalty 2322.956763 = -145837.672491
  nChanged 38
		SP:Iteration 9Q (35799.590000 sec): 3 clusters
  Score: Raw -148210.376695 + Penalty 2322.956763 = -145887.419932
  nChanged 29
		SP:Iteration 10Q (35799.740000 sec): 3 clusters
  Score: Raw -148233.877604 + Penalty 2322.956763 = -145910.920841
  nChanged 21
		SP:Iteration 11Q (35799.880000 sec): 3 clusters
  Score: Raw -148252.099523 + Penalty 2322.956763 = -145929.142760
  nChanged 18
		SP:Iteration 12Q (35800.020000 sec): 3 clusters
  Score: Raw -148268.993054 + Penalty 2322.956763 = -145946.036291
  nChanged 10
		SP:Iteration 13Q (35800.170000 sec): 3 clusters
  Score: Raw -148279.233583 + Penalty 2322.956763 = -145956.276819
  nChanged 12
		SP:Iteration 14Q (35800.280000 sec): 3 clusters
  Score: Raw -148293.567092 + Penalty 2322.956763 = -145970.610329
  nChanged 11
		SP:Iteration 15Q (35800.410000 sec): 3 clusters
  Score: Raw -148311.710333 + Penalty 2322.956763 = -145988.753570
  nChanged 17
		SP:Iteration 16Q (35800.560000 sec): 3 clusters
  Score: Raw -148329.652768 + Penalty 2322.956763 = -146006.696004
  nChanged 10
		SP:Iteration 17Q (35800.740000 sec): 3 clusters
  Score: Raw -148337.544952 + Penalty 2322.956763 = -146014.588188
  nChanged 12
		SP:Iteration 18Q (35800.960000 sec): 3 clusters
  Score: Raw -148346.240379 + Penalty 2322.956763 = -146023.283616
  nChanged 7
		SP:Iteration 19Q (35801.110000 sec): 3 clusters
  Score: Raw -148352.631672 + Penalty 2322.956763 = -146029.674909
  nChanged 5
		SP:Iteration 20F (35801.330000 sec): 3 clusters
  Score: Raw -148356.433420 + Penalty 2322.956763 = -146033.476657
  nChanged 2
		SP:Iteration 21Q (35801.480000 sec): 3 clusters
  Score: Raw -148357.340205 + Penalty 2322.956763 = -146034.383441
  nChanged 1
		SP:Iteration 22Q (35801.680000 sec): 3 clusters
  Score: Raw -148358.867444 + Penalty 2322.956763 = -146035.910681
  nChanged 2
		SP:Iteration 23Q (35801.860000 sec): 3 clusters
  Score: Raw -148360.283500 + Penalty 2322.956763 = -146037.326737
  nChanged 3
		SP:Iteration 24Q (35802.040000 sec): 3 clusters
  Score: Raw -148361.759256 + Penalty 2322.956763 = -146038.802493
  nChanged 2
		SP:Iteration 25Q (35802.180000 sec): 3 clusters
  Score: Raw -148363.753544 + Penalty 2322.956763 = -146040.796781
  nChanged 5
		SP:Iteration 26Q (35802.330000 sec): 3 clusters
  Score: Raw -148368.757424 + Penalty 2322.956763 = -146045.800661
  nChanged 3
		SP:Iteration 27Q (35802.500000 sec): 3 clusters
  Score: Raw -148372.883446 + Penalty 2322.956763 = -146049.926683
  nChanged 5
		SP:Iteration 28Q (35802.680000 sec): 3 clusters
  Score: Raw -148377.818852 + Penalty 2322.956763 = -146054.862089
  nChanged 5
		SP:Iteration 29Q (35802.880000 sec): 3 clusters
  Score: Raw -148384.197208 + Penalty 2322.956763 = -146061.240445
  nChanged 4
		SP:Iteration 30Q (35803.070000 sec): 3 clusters
  Score: Raw -148390.030516 + Penalty 2322.956763 = -146067.073752
  nChanged 4
		SP:Iteration 31Q (35803.250000 sec): 3 clusters
  Score: Raw -148393.703383 + Penalty 2322.956763 = -146070.746620
  nChanged 3
		SP:Iteration 32Q (35803.430000 sec): 3 clusters
  Score: Raw -148396.542023 + Penalty 2322.956763 = -146073.585259
  nChanged 8
		SP:Iteration 33Q (35803.560000 sec): 3 clusters
  Score: Raw -148404.998882 + Penalty 2322.956763 = -146082.042118
  nChanged 7
		SP:Iteration 34Q (35803.760000 sec): 3 clusters
  Score: Raw -148409.841837 + Penalty 2322.956763 = -146086.885074
  nChanged 5
		SP:Iteration 35Q (35803.910000 sec): 3 clusters
  Score: Raw -148413.080331 + Penalty 2322.956763 = -146090.123568
  nChanged 5
		SP:Iteration 36Q (35804.110000 sec): 3 clusters
  Score: Raw -148418.893460 + Penalty 2322.956763 = -146095.936697
  nChanged 7
		SP:Iteration 37Q (35804.250000 sec): 3 clusters
  Score: Raw -148423.302127 + Penalty 2322.956763 = -146100.345363
  nChanged 2
		SP:Iteration 38Q (35804.460000 sec): 3 clusters
  Score: Raw -148424.615477 + Penalty 2322.956763 = -146101.658714
  nChanged 2
		SP:Iteration 39Q (35804.610000 sec): 3 clusters
  Score: Raw -148425.765414 + Penalty 2322.956763 = -146102.808651
  nChanged 1
		SP:Iteration 40F (35804.800000 sec): 3 clusters
  Score: Raw -148425.926588 + Penalty 2322.956763 = -146102.969825
  nChanged 1
		SP:Iteration 41Q (35805.000000 sec): 3 clusters
  Score: Raw -148426.151116 + Penalty 2322.956763 = -146103.194353
  nChanged 0
		SP:Iteration 42F (35805.120000 sec): 3 clusters
  Score: Raw -148426.151116 + Penalty 2322.956763 = -146103.194353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35805.240000 sec): 2 clusters
  Score: Raw -97769.556551 + Penalty 1112.628260 = -96656.928291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35805.390000 sec): 3 clusters
  Score: Raw -97536.056673 + Penalty 2225.256520 = -95310.800152
  nChanged 281
		SP:Iteration 1F (35805.570000 sec): 3 clusters
  Score: Raw -97830.099526 + Penalty 2225.256520 = -95604.843006
  nChanged 78
		SP:Iteration 2F (35805.740000 sec): 3 clusters
  Score: Raw -97927.253319 + Penalty 2225.256520 = -95701.996799
  nChanged 38
		SP:Iteration 3Q (35805.930000 sec): 3 clusters
  Score: Raw -97972.978017 + Penalty 2225.256520 = -95747.721496
  nChanged 32
		SP:Iteration 4Q (35806.130000 sec): 3 clusters
  Score: Raw -98009.352077 + Penalty 2225.256520 = -95784.095557
  nChanged 23
		SP:Iteration 5Q (35806.270000 sec): 3 clusters
  Score: Raw -98037.783763 + Penalty 2225.256520 = -95812.527243
  nChanged 21
		SP:Iteration 6Q (35806.490000 sec): 3 clusters
  Score: Raw -98066.447789 + Penalty 2225.256520 = -95841.191269
  nChanged 19
		SP:Iteration 7Q (35806.670000 sec): 3 clusters
  Score: Raw -98088.789286 + Penalty 2225.256520 = -95863.532766
  nChanged 11
		SP:Iteration 8Q (35806.830000 sec): 3 clusters
  Score: Raw -98097.992236 + Penalty 2225.256520 = -95872.735716
  nChanged 4
		SP:Iteration 9Q (35807.030000 sec): 3 clusters
  Score: Raw -98101.357684 + Penalty 2225.256520 = -95876.101163
  nChanged 2
		SP:Iteration 10Q (35807.210000 sec): 3 clusters
  Score: Raw -98104.714397 + Penalty 2225.256520 = -95879.457877
  nChanged 6
		SP:Iteration 11Q (35807.360000 sec): 3 clusters
  Score: Raw -98113.192103 + Penalty 2225.256520 = -95887.935583
  nChanged 4
		SP:Iteration 12Q (35807.540000 sec): 3 clusters
  Score: Raw -98116.849033 + Penalty 2225.256520 = -95891.592512
  nChanged 3
		SP:Iteration 13Q (35807.680000 sec): 3 clusters
  Score: Raw -98119.960678 + Penalty 2225.256520 = -95894.704157
  nChanged 2
		SP:Iteration 14Q (35807.870000 sec): 3 clusters
  Score: Raw -98122.030972 + Penalty 2225.256520 = -95896.774451
  nChanged 1
		SP:Iteration 15Q (35808.030000 sec): 3 clusters
  Score: Raw -98122.715828 + Penalty 2225.256520 = -95897.459308
  nChanged 1
		SP:Iteration 16Q (35808.230000 sec): 3 clusters
  Score: Raw -98123.652028 + Penalty 2225.256520 = -95898.395507
  nChanged 2
		SP:Iteration 17Q (35808.410000 sec): 3 clusters
  Score: Raw -98126.400986 + Penalty 2225.256520 = -95901.144466
  nChanged 0
		SP:Iteration 18F (35808.550000 sec): 3 clusters
  Score: Raw -98126.400986 + Penalty 2225.256520 = -95901.144466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35808.690000 sec): 2 clusters
  Score: Raw -265353.156362 + Penalty 1254.286393 = -264098.869969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35808.840000 sec): 3 clusters
  Score: Raw -264381.339553 + Penalty 2508.572786 = -261872.766767
  nChanged 850
		SP:Iteration 1F (35809.020000 sec): 3 clusters
  Score: Raw -265001.292772 + Penalty 2508.572786 = -262492.719986
  nChanged 199
		SP:Iteration 2F (35809.180000 sec): 3 clusters
  Score: Raw -265177.691648 + Penalty 2508.572786 = -262669.118862
  nChanged 145
		SP:Iteration 3F (35809.350000 sec): 3 clusters
  Score: Raw -265299.701972 + Penalty 2508.572786 = -262791.129186
  nChanged 110
		SP:Iteration 4Q (35809.550000 sec): 3 clusters
  Score: Raw -265378.777936 + Penalty 2508.572786 = -262870.205150
  nChanged 72
		SP:Iteration 5Q (35809.690000 sec): 3 clusters
  Score: Raw -265435.975452 + Penalty 2508.572786 = -262927.402667
  nChanged 59
		SP:Iteration 6Q (35809.910000 sec): 3 clusters
  Score: Raw -265480.277389 + Penalty 2508.572786 = -262971.704604
  nChanged 54
		SP:Iteration 7Q (35810.090000 sec): 3 clusters
  Score: Raw -265520.768711 + Penalty 2508.572786 = -263012.195925
  nChanged 59
		SP:Iteration 8Q (35810.280000 sec): 3 clusters
  Score: Raw -265587.747566 + Penalty 2508.572786 = -263079.174781
  nChanged 63
		SP:Iteration 9Q (35810.470000 sec): 3 clusters
  Score: Raw -265651.177961 + Penalty 2508.572786 = -263142.605175
  nChanged 50
		SP:Iteration 10Q (35810.630000 sec): 3 clusters
  Score: Raw -265696.837942 + Penalty 2508.572786 = -263188.265156
  nChanged 46
		SP:Iteration 11Q (35810.840000 sec): 3 clusters
  Score: Raw -265732.495898 + Penalty 2508.572786 = -263223.923112
  nChanged 39
		SP:Iteration 12Q (35811.000000 sec): 3 clusters
  Score: Raw -265756.881401 + Penalty 2508.572786 = -263248.308615
  nChanged 24
		SP:Iteration 13Q (35811.200000 sec): 3 clusters
  Score: Raw -265772.640349 + Penalty 2508.572786 = -263264.067563
  nChanged 23
		SP:Iteration 14Q (35811.380000 sec): 3 clusters
  Score: Raw -265788.010673 + Penalty 2508.572786 = -263279.437887
  nChanged 22
		SP:Iteration 15Q (35811.530000 sec): 3 clusters
  Score: Raw -265804.675801 + Penalty 2508.572786 = -263296.103015
  nChanged 19
		SP:Iteration 16Q (35811.690000 sec): 3 clusters
  Score: Raw -265816.621518 + Penalty 2508.572786 = -263308.048732
  nChanged 16
		SP:Iteration 17Q (35811.900000 sec): 3 clusters
  Score: Raw -265823.862754 + Penalty 2508.572786 = -263315.289968
  nChanged 10
		SP:Iteration 18Q (35812.040000 sec): 3 clusters
  Score: Raw -265827.641078 + Penalty 2508.572786 = -263319.068292
  nChanged 6
		SP:Iteration 19Q (35812.260000 sec): 3 clusters
  Score: Raw -265829.837549 + Penalty 2508.572786 = -263321.264763
  nChanged 4
		SP:Iteration 20F (35812.410000 sec): 3 clusters
  Score: Raw -265831.546546 + Penalty 2508.572786 = -263322.973760
  nChanged 2
		SP:Iteration 21Q (35812.610000 sec): 3 clusters
  Score: Raw -265832.265872 + Penalty 2508.572786 = -263323.693086
  nChanged 2
		SP:Iteration 22Q (35812.760000 sec): 3 clusters
  Score: Raw -265833.290210 + Penalty 2508.572786 = -263324.717424
  nChanged 0
		SP:Iteration 23F (35812.940000 sec): 3 clusters
  Score: Raw -265833.290210 + Penalty 2508.572786 = -263324.717424
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35813.040000 sec): 2 clusters
  Score: Raw -20779.634240 + Penalty 867.349938 = -19912.284302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35813.240000 sec): 3 clusters
  Score: Raw -20910.496576 + Penalty 1734.699876 = -19175.796701
  nChanged 28
		SP:Iteration 1F (35813.400000 sec): 3 clusters
  Score: Raw -21030.817089 + Penalty 1734.699876 = -19296.117213
  nChanged 18
		SP:Iteration 2F (35813.580000 sec): 3 clusters
  Score: Raw -21145.930948 + Penalty 1734.699876 = -19411.231072
  nChanged 9
		SP:Iteration 3Q (35813.740000 sec): 3 clusters
  Score: Raw -21178.690713 + Penalty 1734.699876 = -19443.990837
  nChanged 4
		SP:Iteration 4Q (35813.930000 sec): 3 clusters
  Score: Raw -21189.129912 + Penalty 1734.699876 = -19454.430036
  nChanged 0
		SP:Iteration 5F (35814.070000 sec): 3 clusters
  Score: Raw -21189.129912 + Penalty 1734.699876 = -19454.430036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35814.180000 sec): 2 clusters
  Score: Raw -54190.519281 + Penalty 1025.065997 = -53165.453285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35814.360000 sec): 3 clusters
  Score: Raw -54134.620522 + Penalty 2050.131993 = -52084.488528
  nChanged 149
		SP:Iteration 1F (35814.540000 sec): 3 clusters
  Score: Raw -54402.378368 + Penalty 2050.131993 = -52352.246375
  nChanged 52
		SP:Iteration 2F (35814.740000 sec): 3 clusters
  Score: Raw -54518.941183 + Penalty 2050.131993 = -52468.809189
  nChanged 26
		SP:Iteration 3Q (35814.900000 sec): 3 clusters
  Score: Raw -54570.355047 + Penalty 2050.131993 = -52520.223053
  nChanged 19
		SP:Iteration 4Q (35815.090000 sec): 3 clusters
  Score: Raw -54613.594427 + Penalty 2050.131993 = -52563.462433
  nChanged 12
		SP:Iteration 5Q (35815.300000 sec): 3 clusters
  Score: Raw -54643.851398 + Penalty 2050.131993 = -52593.719404
  nChanged 7
		SP:Iteration 6Q (35815.460000 sec): 3 clusters
  Score: Raw -54654.438173 + Penalty 2050.131993 = -52604.306179
  nChanged 1
		SP:Iteration 7Q (35815.630000 sec): 3 clusters
  Score: Raw -54655.477575 + Penalty 2050.131993 = -52605.345581
  nChanged 1
		SP:Iteration 8Q (35815.820000 sec): 3 clusters
  Score: Raw -54657.687840 + Penalty 2050.131993 = -52607.555847
  nChanged 1
		SP:Iteration 9Q (35816.010000 sec): 3 clusters
  Score: Raw -54659.279773 + Penalty 2050.131993 = -52609.147779
  nChanged 2
		SP:Iteration 10Q (35816.160000 sec): 3 clusters
  Score: Raw -54661.503888 + Penalty 2050.131993 = -52611.371895
  nChanged 2
		SP:Iteration 11Q (35816.340000 sec): 3 clusters
  Score: Raw -54664.309392 + Penalty 2050.131993 = -52614.177398
  nChanged 3
		SP:Iteration 12Q (35816.540000 sec): 3 clusters
  Score: Raw -54668.256497 + Penalty 2050.131993 = -52618.124503
  nChanged 1
		SP:Iteration 13Q (35816.710000 sec): 3 clusters
  Score: Raw -54669.379934 + Penalty 2050.131993 = -52619.247941
  nChanged 1
		SP:Iteration 14Q (35816.880000 sec): 3 clusters
  Score: Raw -54672.170847 + Penalty 2050.131993 = -52622.038853
  nChanged 1
		SP:Iteration 15Q (35817.060000 sec): 3 clusters
  Score: Raw -54672.839897 + Penalty 2050.131993 = -52622.707904
  nChanged 0
		SP:Iteration 16F (35817.200000 sec): 3 clusters
  Score: Raw -54672.839897 + Penalty 2050.131993 = -52622.707904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35817.300000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35817.450000 sec): 3 clusters
  Score: Raw -299050.255186 + Penalty 2551.789883 = -296498.465303
  nChanged 927
		SP:Iteration 1F (35817.650000 sec): 3 clusters
  Score: Raw -299647.807739 + Penalty 2551.789883 = -297096.017856
  nChanged 244
		SP:Iteration 2F (35817.850000 sec): 3 clusters
  Score: Raw -299861.103458 + Penalty 2551.789883 = -297309.313576
  nChanged 176
		SP:Iteration 3F (35818.020000 sec): 3 clusters
  Score: Raw -300024.399858 + Penalty 2551.789883 = -297472.609975
  nChanged 148
		SP:Iteration 4F (35818.220000 sec): 3 clusters
  Score: Raw -300175.708762 + Penalty 2551.789883 = -297623.918879
  nChanged 139
		SP:Iteration 5F (35818.390000 sec): 3 clusters
  Score: Raw -300349.687499 + Penalty 2551.789883 = -297797.897616
  nChanged 146
		SP:Iteration 6F (35818.580000 sec): 3 clusters
  Score: Raw -300501.775189 + Penalty 2551.789883 = -297949.985307
  nChanged 122
		SP:Iteration 7Q (35818.770000 sec): 3 clusters
  Score: Raw -300635.828430 + Penalty 2551.789883 = -298084.038547
  nChanged 119
		SP:Iteration 8Q (35818.960000 sec): 3 clusters
  Score: Raw -300766.158059 + Penalty 2551.789883 = -298214.368176
  nChanged 93
		SP:Iteration 9Q (35819.150000 sec): 3 clusters
  Score: Raw -300836.197867 + Penalty 2551.789883 = -298284.407984
  nChanged 69
		SP:Iteration 10Q (35819.320000 sec): 3 clusters
  Score: Raw -300876.828348 + Penalty 2551.789883 = -298325.038465
  nChanged 43
		SP:Iteration 11Q (35819.500000 sec): 3 clusters
  Score: Raw -300906.524348 + Penalty 2551.789883 = -298354.734465
  nChanged 29
		SP:Iteration 12Q (35819.660000 sec): 3 clusters
  Score: Raw -300923.025257 + Penalty 2551.789883 = -298371.235374
  nChanged 16
		SP:Iteration 13Q (35819.830000 sec): 3 clusters
  Score: Raw -300930.619445 + Penalty 2551.789883 = -298378.829562
  nChanged 6
		SP:Iteration 14Q (35820.020000 sec): 3 clusters
  Score: Raw -300934.431705 + Penalty 2551.789883 = -298382.641823
  nChanged 8
		SP:Iteration 15Q (35820.190000 sec): 3 clusters
  Score: Raw -300936.045209 + Penalty 2551.789883 = -298384.255326
  nChanged 0
		SP:Iteration 16F (35820.380000 sec): 3 clusters
  Score: Raw -300936.045209 + Penalty 2551.789883 = -298384.255326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35820.470000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35820.680000 sec): 3 clusters
  Score: Raw -78723.342280 + Penalty 2126.771350 = -76596.570931
  nChanged 184
		SP:Iteration 1F (35820.840000 sec): 3 clusters
  Score: Raw -78943.244092 + Penalty 2126.771350 = -76816.472742
  nChanged 50
		SP:Iteration 2F (35821.030000 sec): 3 clusters
  Score: Raw -79010.115382 + Penalty 2126.771350 = -76883.344032
  nChanged 30
		SP:Iteration 3Q (35821.180000 sec): 3 clusters
  Score: Raw -79043.199001 + Penalty 2126.771350 = -76916.427651
  nChanged 13
		SP:Iteration 4Q (35821.380000 sec): 3 clusters
  Score: Raw -79063.199278 + Penalty 2126.771350 = -76936.427928
  nChanged 11
		SP:Iteration 5Q (35821.540000 sec): 3 clusters
  Score: Raw -79084.290333 + Penalty 2126.771350 = -76957.518983
  nChanged 11
		SP:Iteration 6Q (35821.730000 sec): 3 clusters
  Score: Raw -79095.224264 + Penalty 2126.771350 = -76968.452914
  nChanged 5
		SP:Iteration 7Q (35821.900000 sec): 3 clusters
  Score: Raw -79099.909658 + Penalty 2126.771350 = -76973.138308
  nChanged 2
		SP:Iteration 8Q (35822.100000 sec): 3 clusters
  Score: Raw -79101.229035 + Penalty 2126.771350 = -76974.457686
  nChanged 1
		SP:Iteration 9Q (35822.250000 sec): 3 clusters
  Score: Raw -79103.547242 + Penalty 2126.771350 = -76976.775892
  nChanged 1
		SP:Iteration 10Q (35822.420000 sec): 3 clusters
  Score: Raw -79104.490731 + Penalty 2126.771350 = -76977.719381
  nChanged 0
		SP:Iteration 11F (35822.580000 sec): 3 clusters
  Score: Raw -79104.490731 + Penalty 2126.771350 = -76977.719381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35822.640000 sec): 2 clusters
  Score: Raw -21875.859560 + Penalty 865.779877 = -21010.079683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35822.840000 sec): 3 clusters
  Score: Raw -22118.990937 + Penalty 1731.559755 = -20387.431182
  nChanged 34
		SP:Iteration 1F (35823.000000 sec): 3 clusters
  Score: Raw -22252.221663 + Penalty 1731.559755 = -20520.661908
  nChanged 11
		SP:Iteration 2F (35823.150000 sec): 3 clusters
  Score: Raw -22300.530045 + Penalty 1731.559755 = -20568.970290
  nChanged 6
		SP:Iteration 3Q (35823.360000 sec): 3 clusters
  Score: Raw -22377.643111 + Penalty 1731.559755 = -20646.083357
  nChanged 2
		SP:Iteration 4Q (35823.510000 sec): 3 clusters
  Score: Raw -22383.003657 + Penalty 1731.559755 = -20651.443902
  nChanged 0
		SP:Iteration 5F (35823.720000 sec): 3 clusters
  Score: Raw -22383.003657 + Penalty 1731.559755 = -20651.443902
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35823.770000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35823.980000 sec): 3 clusters
  Score: Raw -47249.997901 + Penalty 1960.753022 = -45289.244878
  nChanged 83
		SP:Iteration 1F (35824.150000 sec): 3 clusters
  Score: Raw -47391.925934 + Penalty 1960.753022 = -45431.172912
  nChanged 22
		SP:Iteration 2F (35824.330000 sec): 3 clusters
  Score: Raw -47438.386866 + Penalty 1960.753022 = -45477.633844
  nChanged 9
		SP:Iteration 3Q (35824.520000 sec): 3 clusters
  Score: Raw -47456.610379 + Penalty 1960.753022 = -45495.857357
  nChanged 6
		SP:Iteration 4Q (35824.680000 sec): 3 clusters
  Score: Raw -47474.918898 + Penalty 1960.753022 = -45514.165875
  nChanged 7
		SP:Iteration 5Q (35824.880000 sec): 3 clusters
  Score: Raw -47490.666525 + Penalty 1960.753022 = -45529.913503
  nChanged 7
		SP:Iteration 6Q (35825.000000 sec): 3 clusters
  Score: Raw -47501.465269 + Penalty 1960.753022 = -45540.712247
  nChanged 4
		SP:Iteration 7Q (35825.170000 sec): 3 clusters
  Score: Raw -47509.215343 + Penalty 1960.753022 = -45548.462321
  nChanged 2
		SP:Iteration 8Q (35825.350000 sec): 3 clusters
  Score: Raw -47517.447027 + Penalty 1960.753022 = -45556.694005
  nChanged 0
		SP:Iteration 9F (35825.540000 sec): 3 clusters
  Score: Raw -47517.447027 + Penalty 1960.753022 = -45556.694005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35825.620000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35825.820000 sec): 3 clusters
  Score: Raw -45909.086300 + Penalty 1944.779291 = -43964.307009
  nChanged 63
		SP:Iteration 1F (35826.010000 sec): 3 clusters
  Score: Raw -46011.118212 + Penalty 1944.779291 = -44066.338921
  nChanged 19
		SP:Iteration 2Q (35826.140000 sec): 3 clusters
  Score: Raw -46050.996981 + Penalty 1944.779291 = -44106.217690
  nChanged 11
		SP:Iteration 3Q (35826.330000 sec): 3 clusters
  Score: Raw -46070.601509 + Penalty 1944.779291 = -44125.822218
  nChanged 2
		SP:Iteration 4Q (35826.470000 sec): 3 clusters
  Score: Raw -46075.225803 + Penalty 1944.779291 = -44130.446512
  nChanged 4
		SP:Iteration 5Q (35826.670000 sec): 3 clusters
  Score: Raw -46081.575419 + Penalty 1944.779291 = -44136.796128
  nChanged 3
		SP:Iteration 6Q (35826.820000 sec): 3 clusters
  Score: Raw -46085.617588 + Penalty 1944.779291 = -44140.838297
  nChanged 3
		SP:Iteration 7Q (35826.990000 sec): 3 clusters
  Score: Raw -46090.018033 + Penalty 1944.779291 = -44145.238741
  nChanged 0
		SP:Iteration 8F (35827.190000 sec): 3 clusters
  Score: Raw -46090.018033 + Penalty 1944.779291 = -44145.238741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35827.300000 sec): 2 clusters
  Score: Raw -106448.246921 + Penalty 1107.897468 = -105340.349453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35827.460000 sec): 3 clusters
  Score: Raw -106147.215994 + Penalty 2215.794936 = -103931.421058
  nChanged 259
		SP:Iteration 1F (35827.650000 sec): 3 clusters
  Score: Raw -106379.633976 + Penalty 2215.794936 = -104163.839040
  nChanged 71
		SP:Iteration 2F (35827.860000 sec): 3 clusters
  Score: Raw -106450.105465 + Penalty 2215.794936 = -104234.310529
  nChanged 25
		SP:Iteration 3Q (35828.000000 sec): 3 clusters
  Score: Raw -106472.127761 + Penalty 2215.794936 = -104256.332825
  nChanged 15
		SP:Iteration 4Q (35828.200000 sec): 3 clusters
  Score: Raw -106484.521397 + Penalty 2215.794936 = -104268.726461
  nChanged 11
		SP:Iteration 5Q (35828.340000 sec): 3 clusters
  Score: Raw -106493.288123 + Penalty 2215.794936 = -104277.493187
  nChanged 4
		SP:Iteration 6Q (35828.530000 sec): 3 clusters
  Score: Raw -106499.046770 + Penalty 2215.794936 = -104283.251835
  nChanged 3
		SP:Iteration 7Q (35828.700000 sec): 3 clusters
  Score: Raw -106501.124394 + Penalty 2215.794936 = -104285.329458
  nChanged 2
		SP:Iteration 8Q (35828.850000 sec): 3 clusters
  Score: Raw -106502.813806 + Penalty 2215.794936 = -104287.018870
  nChanged 1
		SP:Iteration 9Q (35829.060000 sec): 3 clusters
  Score: Raw -106503.129718 + Penalty 2215.794936 = -104287.334782
  nChanged 0
		SP:Iteration 10F (35829.230000 sec): 3 clusters
  Score: Raw -106503.129718 + Penalty 2215.794936 = -104287.334782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35829.330000 sec): 2 clusters
  Score: Raw -241003.617508 + Penalty 1246.823158 = -239756.794350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35829.510000 sec): 3 clusters
  Score: Raw -240104.181803 + Penalty 2493.646316 = -237610.535486
  nChanged 766
		SP:Iteration 1F (35829.710000 sec): 3 clusters
  Score: Raw -240641.734794 + Penalty 2493.646316 = -238148.088478
  nChanged 203
		SP:Iteration 2F (35829.910000 sec): 3 clusters
  Score: Raw -240833.233156 + Penalty 2493.646316 = -238339.586840
  nChanged 146
		SP:Iteration 3F (35830.060000 sec): 3 clusters
  Score: Raw -240953.152811 + Penalty 2493.646316 = -238459.506495
  nChanged 112
		SP:Iteration 4F (35830.250000 sec): 3 clusters
  Score: Raw -241032.980165 + Penalty 2493.646316 = -238539.333848
  nChanged 73
		SP:Iteration 5Q (35830.430000 sec): 3 clusters
  Score: Raw -241083.671149 + Penalty 2493.646316 = -238590.024833
  nChanged 64
		SP:Iteration 6Q (35830.620000 sec): 3 clusters
  Score: Raw -241137.942907 + Penalty 2493.646316 = -238644.296591
  nChanged 61
		SP:Iteration 7Q (35830.780000 sec): 3 clusters
  Score: Raw -241199.952188 + Penalty 2493.646316 = -238706.305872
  nChanged 58
		SP:Iteration 8Q (35830.990000 sec): 3 clusters
  Score: Raw -241263.739608 + Penalty 2493.646316 = -238770.093291
  nChanged 63
		SP:Iteration 9Q (35831.140000 sec): 3 clusters
  Score: Raw -241338.966796 + Penalty 2493.646316 = -238845.320479
  nChanged 51
		SP:Iteration 10Q (35831.330000 sec): 3 clusters
  Score: Raw -241422.776748 + Penalty 2493.646316 = -238929.130431
  nChanged 66
		SP:Iteration 11Q (35831.520000 sec): 3 clusters
  Score: Raw -241517.861125 + Penalty 2493.646316 = -239024.214809
  nChanged 65
		SP:Iteration 12Q (35831.730000 sec): 3 clusters
  Score: Raw -241594.905031 + Penalty 2493.646316 = -239101.258714
  nChanged 50
		SP:Iteration 13Q (35831.920000 sec): 3 clusters
  Score: Raw -241644.371901 + Penalty 2493.646316 = -239150.725585
  nChanged 37
		SP:Iteration 14Q (35832.090000 sec): 3 clusters
  Score: Raw -241672.485892 + Penalty 2493.646316 = -239178.839576
  nChanged 27
		SP:Iteration 15Q (35832.310000 sec): 3 clusters
  Score: Raw -241696.480910 + Penalty 2493.646316 = -239202.834593
  nChanged 22
		SP:Iteration 16Q (35832.490000 sec): 3 clusters
  Score: Raw -241707.855596 + Penalty 2493.646316 = -239214.209280
  nChanged 16
		SP:Iteration 17Q (35832.630000 sec): 3 clusters
  Score: Raw -241719.977627 + Penalty 2493.646316 = -239226.331311
  nChanged 17
		SP:Iteration 18Q (35832.820000 sec): 3 clusters
  Score: Raw -241729.609711 + Penalty 2493.646316 = -239235.963395
  nChanged 12
		SP:Iteration 19Q (35832.970000 sec): 3 clusters
  Score: Raw -241733.424436 + Penalty 2493.646316 = -239239.778120
  nChanged 3
		SP:Iteration 20F (35833.160000 sec): 3 clusters
  Score: Raw -241733.840749 + Penalty 2493.646316 = -239240.194433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35833.280000 sec): 2 clusters
  Score: Raw -12168.797259 + Penalty 853.494432 = -11315.302827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35833.400000 sec): 3 clusters
  Score: Raw -12377.160797 + Penalty 1706.988864 = -10670.171933
  nChanged 39
		SP:Iteration 1F (35833.580000 sec): 3 clusters
  Score: Raw -12528.271449 + Penalty 1706.988864 = -10821.282585
  nChanged 10
		SP:Iteration 2F (35833.760000 sec): 3 clusters
  Score: Raw -12603.003972 + Penalty 1706.988864 = -10896.015108
  nChanged 6
		SP:Iteration 3Q (35833.920000 sec): 3 clusters
  Score: Raw -12635.707362 + Penalty 1706.988864 = -10928.718497
  nChanged 5
		SP:Iteration 4Q (35834.100000 sec): 3 clusters
  Score: Raw -12677.683908 + Penalty 1706.988864 = -10970.695044
  nChanged 2
		SP:Iteration 5Q (35834.270000 sec): 3 clusters
  Score: Raw -12683.526941 + Penalty 1706.988864 = -10976.538077
  nChanged 0
		SP:Iteration 6F (35834.470000 sec): 3 clusters
  Score: Raw -12683.526941 + Penalty 1706.988864 = -10976.538077
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35834.530000 sec): 2 clusters
  Score: Raw -8419.744525 + Penalty 800.678724 = -7619.065801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35834.720000 sec): 3 clusters
  Score: Raw -8846.534669 + Penalty 1601.357448 = -7245.177222
  nChanged 21
		SP:Iteration 1F (35834.880000 sec): 3 clusters
  Score: Raw -8932.348478 + Penalty 1601.357448 = -7330.991030
  nChanged 5
		SP:Iteration 2Q (35835.070000 sec): 3 clusters
  Score: Raw -8959.024844 + Penalty 1601.357448 = -7357.667396
  nChanged 0
		SP:Iteration 3F (35835.250000 sec): 3 clusters
  Score: Raw -8959.024844 + Penalty 1601.357448 = -7357.667396
  nChanged 0
Iteration 299Q (35968.990000 sec): 119 clusters
  Score: Raw -106215517.840250 + Penalty 263101.352486 = -105952416.487763
  nChanged 229
Deleting Class 75 (153 points): Lose 2037.817703 but Gain 2229.672479
Iteration 300F (36148.340000 sec): 118 clusters
  Score: Raw -106213702.172750 + Penalty 260871.680008 = -105952830.492742
  nChanged 370
Iteration 301Q (36272.430000 sec): 118 clusters
  Score: Raw -106214475.774313 + Penalty 260871.680008 = -105953604.094306
  nChanged 161
Iteration 302Q (36389.100000 sec): 118 clusters
  Score: Raw -106214689.147479 + Penalty 260871.680008 = -105953817.467472
  nChanged 129
Iteration 303Q (36517.640000 sec): 118 clusters
  Score: Raw -106214784.926235 + Penalty 260871.680008 = -105953913.246227
  nChanged 79
Iteration 304Q (36651.610000 sec): 118 clusters
  Score: Raw -106214818.702812 + Penalty 260871.680008 = -105953947.022804
  nChanged 53
Iteration 305Q (36787.940000 sec): 118 clusters
  Score: Raw -106214831.721369 + Penalty 260871.680008 = -105953960.041361
  nChanged 56
Iteration 306Q (36914.610000 sec): 118 clusters
  Score: Raw -106214845.448997 + Penalty 260871.680008 = -105953973.768990
  nChanged 52
Iteration 307Q (37049.010000 sec): 118 clusters
  Score: Raw -106214855.321027 + Penalty 260871.680008 = -105953983.641020
  nChanged 51
Iteration 308Q (37176.270000 sec): 118 clusters
  Score: Raw -106214865.349312 + Penalty 260871.680008 = -105953993.669304
  nChanged 44
Iteration 309Q (37310.760000 sec): 118 clusters
  Score: Raw -106214873.929255 + Penalty 260871.680008 = -105954002.249247
  nChanged 37
Iteration 310Q (37426.800000 sec): 118 clusters
  Score: Raw -106214881.168609 + Penalty 260871.680008 = -105954009.488602
  nChanged 41
Iteration 311Q (37553.270000 sec): 118 clusters
  Score: Raw -106214888.713768 + Penalty 260871.680008 = -105954017.033761
  nChanged 34
Iteration 312Q (37685.580000 sec): 118 clusters
  Score: Raw -106214894.991983 + Penalty 260871.680008 = -105954023.311976
  nChanged 24
Iteration 313Q (37817.220000 sec): 118 clusters
  Score: Raw -106214897.945595 + Penalty 260871.680008 = -105954026.265587
  nChanged 23
Iteration 314Q (37957.110000 sec): 118 clusters
  Score: Raw -106214902.066860 + Penalty 260871.680008 = -105954030.386853
  nChanged 24
Iteration 315Q (38099.220000 sec): 118 clusters
  Score: Raw -106214907.066377 + Penalty 260871.680008 = -105954035.386369
  nChanged 25
Iteration 316Q (38223.120000 sec): 118 clusters
  Score: Raw -106214912.775763 + Penalty 260871.680008 = -105954041.095755
  nChanged 25
Iteration 317Q (38358.210000 sec): 118 clusters
  Score: Raw -106214917.863271 + Penalty 260871.680008 = -105954046.183263
  nChanged 31
Iteration 318Q (38482.490000 sec): 118 clusters
  Score: Raw -106214922.047107 + Penalty 260871.680008 = -105954050.367100
  nChanged 17
Iteration 319Q (38615.360000 sec): 118 clusters
  Score: Raw -106214925.123040 + Penalty 260871.680008 = -105954053.443032
  nChanged 18
Iteration 320F (38800.670000 sec): 118 clusters
  Score: Raw -106214927.804972 + Penalty 260871.680008 = -105954056.124965
  nChanged 18
Iteration 321Q (38933.750000 sec): 118 clusters
  Score: Raw -106214930.320346 + Penalty 260871.680008 = -105954058.640339
  nChanged 16
Iteration 322Q (39062.870000 sec): 118 clusters
  Score: Raw -106214933.464560 + Penalty 260871.680008 = -105954061.784552
  nChanged 25
Iteration 323Q (39191.270000 sec): 118 clusters
  Score: Raw -106214937.590408 + Penalty 260871.680008 = -105954065.910400
  nChanged 16
Iteration 324Q (39325.540000 sec): 118 clusters
  Score: Raw -106214940.075280 + Penalty 260871.680008 = -105954068.395272
  nChanged 22
Iteration 325Q (39463.720000 sec): 118 clusters
  Score: Raw -106214944.826572 + Penalty 260871.680008 = -105954073.146565
  nChanged 26
Iteration 326Q (39599.820000 sec): 118 clusters
  Score: Raw -106214951.744933 + Penalty 260871.680008 = -105954080.064925
  nChanged 27
Iteration 327Q (39733.340000 sec): 118 clusters
  Score: Raw -106214956.802392 + Penalty 260871.680008 = -105954085.122385
  nChanged 21
Iteration 328Q (39872.380000 sec): 118 clusters
  Score: Raw -106214960.675086 + Penalty 260871.680008 = -105954088.995078
  nChanged 18
Iteration 329Q (40010.580000 sec): 118 clusters
  Score: Raw -106214964.348683 + Penalty 260871.680008 = -105954092.668675
  nChanged 23
Iteration 330Q (40150.140000 sec): 118 clusters
  Score: Raw -106214969.094368 + Penalty 260871.680008 = -105954097.414361
  nChanged 25
Iteration 331Q (40289.800000 sec): 118 clusters
  Score: Raw -106214972.623620 + Penalty 260871.680008 = -105954100.943612
  nChanged 19
Iteration 332Q (40428.120000 sec): 118 clusters
  Score: Raw -106214975.783166 + Penalty 260871.680008 = -105954104.103158
  nChanged 19
Iteration 333Q (40564.240000 sec): 118 clusters
  Score: Raw -106214979.481857 + Penalty 260871.680008 = -105954107.801849
  nChanged 23
Iteration 334Q (40697.850000 sec): 118 clusters
  Score: Raw -106214984.352933 + Penalty 260871.680008 = -105954112.672925
  nChanged 34
Iteration 335Q (40839.490000 sec): 118 clusters
  Score: Raw -106214991.229750 + Penalty 260871.680008 = -105954119.549742
  nChanged 33
Iteration 336Q (40976.990000 sec): 118 clusters
  Score: Raw -106214996.536587 + Penalty 260871.680008 = -105954124.856579
  nChanged 22
Iteration 337Q (41115.120000 sec): 118 clusters
  Score: Raw -106215000.776685 + Penalty 260871.680008 = -105954129.096678
  nChanged 13
Iteration 338Q (41250.100000 sec): 118 clusters
  Score: Raw -106215002.801958 + Penalty 260871.680008 = -105954131.121950
  nChanged 16
Writing temp clu file 
Because OldScore, -105954129.096678, is greater than current (better) Score,-105954131.121950 
 Compute initial score before splitting:   Score: Raw -106215002.801958 + Penalty 260871.680008 = -105954131.121950
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41250.680000 sec): 2 clusters
  Score: Raw -137868.281227 + Penalty 1164.643655 = -136703.637572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41250.860000 sec): 3 clusters
  Score: Raw -137425.719692 + Penalty 2329.287310 = -135096.432382
  nChanged 415
		SP:Iteration 1F (41251.040000 sec): 3 clusters
  Score: Raw -137807.826366 + Penalty 2329.287310 = -135478.539056
  nChanged 84
		SP:Iteration 2F (41251.200000 sec): 3 clusters
  Score: Raw -137903.151022 + Penalty 2329.287310 = -135573.863712
  nChanged 64
		SP:Iteration 3Q (41251.310000 sec): 3 clusters
  Score: Raw -138001.010804 + Penalty 2329.287310 = -135671.723494
  nChanged 48
		SP:Iteration 4Q (41251.490000 sec): 3 clusters
  Score: Raw -138068.006131 + Penalty 2329.287310 = -135738.718821
  nChanged 48
		SP:Iteration 5Q (41251.690000 sec): 3 clusters
  Score: Raw -138130.176811 + Penalty 2329.287310 = -135800.889501
  nChanged 32
		SP:Iteration 6Q (41251.890000 sec): 3 clusters
  Score: Raw -138169.324596 + Penalty 2329.287310 = -135840.037286
  nChanged 29
		SP:Iteration 7Q (41252.060000 sec): 3 clusters
  Score: Raw -138197.596486 + Penalty 2329.287310 = -135868.309176
  nChanged 18
		SP:Iteration 8Q (41252.230000 sec): 3 clusters
  Score: Raw -138211.915907 + Penalty 2329.287310 = -135882.628597
  nChanged 12
		SP:Iteration 9Q (41252.390000 sec): 3 clusters
  Score: Raw -138220.889048 + Penalty 2329.287310 = -135891.601738
  nChanged 5
		SP:Iteration 10Q (41252.560000 sec): 3 clusters
  Score: Raw -138223.201386 + Penalty 2329.287310 = -135893.914076
  nChanged 4
		SP:Iteration 11Q (41252.730000 sec): 3 clusters
  Score: Raw -138225.765824 + Penalty 2329.287310 = -135896.478514
  nChanged 1
		SP:Iteration 12Q (41252.930000 sec): 3 clusters
  Score: Raw -138226.713744 + Penalty 2329.287310 = -135897.426434
  nChanged 1
		SP:Iteration 13Q (41253.110000 sec): 3 clusters
  Score: Raw -138227.702927 + Penalty 2329.287310 = -135898.415617
  nChanged 2
		SP:Iteration 14Q (41253.300000 sec): 3 clusters
  Score: Raw -138228.552547 + Penalty 2329.287310 = -135899.265237
  nChanged 0
		SP:Iteration 15F (41253.440000 sec): 3 clusters
  Score: Raw -138228.552547 + Penalty 2329.287310 = -135899.265237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41253.590000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41253.770000 sec): 3 clusters
  Score: Raw -309643.044831 + Penalty 2560.769733 = -307082.275098
  nChanged 964
		SP:Iteration 1F (41253.940000 sec): 3 clusters
  Score: Raw -310229.486494 + Penalty 2560.769733 = -307668.716761
  nChanged 196
		SP:Iteration 2F (41254.080000 sec): 3 clusters
  Score: Raw -310355.395628 + Penalty 2560.769733 = -307794.625895
  nChanged 129
		SP:Iteration 3Q (41254.260000 sec): 3 clusters
  Score: Raw -310435.215088 + Penalty 2560.769733 = -307874.445355
  nChanged 94
		SP:Iteration 4Q (41254.460000 sec): 3 clusters
  Score: Raw -310505.149306 + Penalty 2560.769733 = -307944.379573
  nChanged 79
		SP:Iteration 5Q (41254.630000 sec): 3 clusters
  Score: Raw -310564.999878 + Penalty 2560.769733 = -308004.230145
  nChanged 79
		SP:Iteration 6Q (41254.800000 sec): 3 clusters
  Score: Raw -310623.697452 + Penalty 2560.769733 = -308062.927719
  nChanged 74
		SP:Iteration 7Q (41255.010000 sec): 3 clusters
  Score: Raw -310685.295765 + Penalty 2560.769733 = -308124.526032
  nChanged 72
		SP:Iteration 8Q (41255.170000 sec): 3 clusters
  Score: Raw -310748.600271 + Penalty 2560.769733 = -308187.830538
  nChanged 68
		SP:Iteration 9Q (41255.360000 sec): 3 clusters
  Score: Raw -310795.306394 + Penalty 2560.769733 = -308234.536662
  nChanged 59
		SP:Iteration 10Q (41255.510000 sec): 3 clusters
  Score: Raw -310832.604415 + Penalty 2560.769733 = -308271.834682
  nChanged 45
		SP:Iteration 11Q (41255.710000 sec): 3 clusters
  Score: Raw -310855.490615 + Penalty 2560.769733 = -308294.720882
  nChanged 34
		SP:Iteration 12Q (41255.890000 sec): 3 clusters
  Score: Raw -310873.674879 + Penalty 2560.769733 = -308312.905146
  nChanged 32
		SP:Iteration 13Q (41256.040000 sec): 3 clusters
  Score: Raw -310894.190378 + Penalty 2560.769733 = -308333.420645
  nChanged 43
		SP:Iteration 14Q (41256.250000 sec): 3 clusters
  Score: Raw -310917.425575 + Penalty 2560.769733 = -308356.655842
  nChanged 44
		SP:Iteration 15Q (41256.420000 sec): 3 clusters
  Score: Raw -310942.876265 + Penalty 2560.769733 = -308382.106532
  nChanged 48
		SP:Iteration 16Q (41256.620000 sec): 3 clusters
  Score: Raw -310966.827469 + Penalty 2560.769733 = -308406.057736
  nChanged 35
		SP:Iteration 17Q (41256.790000 sec): 3 clusters
  Score: Raw -310985.436998 + Penalty 2560.769733 = -308424.667265
  nChanged 34
		SP:Iteration 18Q (41256.910000 sec): 3 clusters
  Score: Raw -311005.959889 + Penalty 2560.769733 = -308445.190156
  nChanged 38
		SP:Iteration 19Q (41257.130000 sec): 3 clusters
  Score: Raw -311029.950030 + Penalty 2560.769733 = -308469.180298
  nChanged 43
		SP:Iteration 20F (41257.280000 sec): 3 clusters
  Score: Raw -311063.961482 + Penalty 2560.769733 = -308503.191749
  nChanged 54
		SP:Iteration 21Q (41257.470000 sec): 3 clusters
  Score: Raw -311109.303728 + Penalty 2560.769733 = -308548.533995
  nChanged 56
		SP:Iteration 22Q (41257.700000 sec): 3 clusters
  Score: Raw -311160.359419 + Penalty 2560.769733 = -308599.589686
  nChanged 58
		SP:Iteration 23Q (41257.860000 sec): 3 clusters
  Score: Raw -311209.057037 + Penalty 2560.769733 = -308648.287304
  nChanged 66
		SP:Iteration 24Q (41258.070000 sec): 3 clusters
  Score: Raw -311269.704517 + Penalty 2560.769733 = -308708.934784
  nChanged 66
		SP:Iteration 25Q (41258.230000 sec): 3 clusters
  Score: Raw -311350.748920 + Penalty 2560.769733 = -308789.979187
  nChanged 76
		SP:Iteration 26Q (41258.430000 sec): 3 clusters
  Score: Raw -311419.281148 + Penalty 2560.769733 = -308858.511415
  nChanged 47
		SP:Iteration 27Q (41258.590000 sec): 3 clusters
  Score: Raw -311450.256701 + Penalty 2560.769733 = -308889.486968
  nChanged 28
		SP:Iteration 28Q (41258.760000 sec): 3 clusters
  Score: Raw -311465.767878 + Penalty 2560.769733 = -308904.998145
  nChanged 19
		SP:Iteration 29Q (41258.960000 sec): 3 clusters
  Score: Raw -311474.669578 + Penalty 2560.769733 = -308913.899845
  nChanged 10
		SP:Iteration 30Q (41259.150000 sec): 3 clusters
  Score: Raw -311478.793301 + Penalty 2560.769733 = -308918.023568
  nChanged 4
		SP:Iteration 31Q (41259.310000 sec): 3 clusters
  Score: Raw -311480.641252 + Penalty 2560.769733 = -308919.871520
  nChanged 6
		SP:Iteration 32Q (41259.500000 sec): 3 clusters
  Score: Raw -311482.088812 + Penalty 2560.769733 = -308921.319079
  nChanged 1
		SP:Iteration 33Q (41259.710000 sec): 3 clusters
  Score: Raw -311482.339214 + Penalty 2560.769733 = -308921.569481
  nChanged 1
		SP:Iteration 34Q (41259.900000 sec): 3 clusters
  Score: Raw -311482.666215 + Penalty 2560.769733 = -308921.896483
  nChanged 0
		SP:Iteration 35F (41260.100000 sec): 3 clusters
  Score: Raw -311482.666215 + Penalty 2560.769733 = -308921.896483
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41260.480000 sec): 2 clusters
  Score: Raw -6160580.120444 + Penalty 1757.173900 = -6158822.946544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41260.910000 sec): 3 clusters
  Score: Raw -6129231.396281 + Penalty 3514.347800 = -6125717.048481
  nChanged 23273
		SP:Iteration 1F (41261.330000 sec): 3 clusters
  Score: Raw -6142494.968691 + Penalty 3514.347800 = -6138980.620892
  nChanged 2129
		SP:Iteration 2Q (41261.760000 sec): 3 clusters
  Score: Raw -6143220.092297 + Penalty 3514.347800 = -6139705.744497
  nChanged 2444
		SP:Iteration 3Q (41262.210000 sec): 3 clusters
  Score: Raw -6144248.240347 + Penalty 3514.347800 = -6140733.892547
  nChanged 2937
		SP:Iteration 4F (41262.630000 sec): 3 clusters
  Score: Raw -6145821.808562 + Penalty 3514.347800 = -6142307.460762
  nChanged 3515
		SP:Iteration 5F (41263.060000 sec): 3 clusters
  Score: Raw -6148118.929467 + Penalty 3514.347800 = -6144604.581668
  nChanged 3802
		SP:Iteration 6F (41263.450000 sec): 3 clusters
  Score: Raw -6151017.029734 + Penalty 3514.347800 = -6147502.681935
  nChanged 3528
		SP:Iteration 7F (41263.870000 sec): 3 clusters
  Score: Raw -6153890.067361 + Penalty 3514.347800 = -6150375.719561
  nChanged 2897
		SP:Iteration 8F (41264.270000 sec): 3 clusters
  Score: Raw -6156390.607171 + Penalty 3514.347800 = -6152876.259372
  nChanged 2140
		SP:Iteration 9Q (41264.690000 sec): 3 clusters
  Score: Raw -6158380.702120 + Penalty 3514.347800 = -6154866.354320
  nChanged 1357
		SP:Iteration 10Q (41265.130000 sec): 3 clusters
  Score: Raw -6159719.598014 + Penalty 3514.347800 = -6156205.250214
  nChanged 657
		SP:Iteration 11Q (41265.560000 sec): 3 clusters
  Score: Raw -6160391.922945 + Penalty 3514.347800 = -6156877.575146
  nChanged 284
		SP:Iteration 12Q (41265.990000 sec): 3 clusters
  Score: Raw -6160685.946802 + Penalty 3514.347800 = -6157171.599002
  nChanged 130
		SP:Iteration 13Q (41266.350000 sec): 3 clusters
  Score: Raw -6160810.888764 + Penalty 3514.347800 = -6157296.540964
  nChanged 82
		SP:Iteration 14Q (41266.790000 sec): 3 clusters
  Score: Raw -6160877.268729 + Penalty 3514.347800 = -6157362.920930
  nChanged 46
		SP:Iteration 15Q (41267.210000 sec): 3 clusters
  Score: Raw -6160913.204010 + Penalty 3514.347800 = -6157398.856210
  nChanged 44
		SP:Iteration 16Q (41267.610000 sec): 3 clusters
  Score: Raw -6160941.801792 + Penalty 3514.347800 = -6157427.453992
  nChanged 38
		SP:Iteration 17Q (41268.010000 sec): 3 clusters
  Score: Raw -6160965.453983 + Penalty 3514.347800 = -6157451.106184
  nChanged 32
		SP:Iteration 18Q (41268.410000 sec): 3 clusters
  Score: Raw -6160983.520072 + Penalty 3514.347800 = -6157469.172272
  nChanged 22
		SP:Iteration 19Q (41268.830000 sec): 3 clusters
  Score: Raw -6160997.045694 + Penalty 3514.347800 = -6157482.697895
  nChanged 14
		SP:Iteration 20F (41269.230000 sec): 3 clusters
  Score: Raw -6161005.699421 + Penalty 3514.347800 = -6157491.351621
  nChanged 8
		SP:Iteration 21Q (41269.590000 sec): 3 clusters
  Score: Raw -6161010.740560 + Penalty 3514.347800 = -6157496.392761
  nChanged 10
		SP:Iteration 22Q (41269.970000 sec): 3 clusters
  Score: Raw -6161016.218397 + Penalty 3514.347800 = -6157501.870597
  nChanged 9
		SP:Iteration 23Q (41270.350000 sec): 3 clusters
  Score: Raw -6161019.891879 + Penalty 3514.347800 = -6157505.544079
  nChanged 6
		SP:Iteration 24Q (41270.700000 sec): 3 clusters
  Score: Raw -6161022.869224 + Penalty 3514.347800 = -6157508.521425
  nChanged 7
		SP:Iteration 25Q (41271.090000 sec): 3 clusters
  Score: Raw -6161025.524695 + Penalty 3514.347800 = -6157511.176896
  nChanged 4
		SP:Iteration 26Q (41271.460000 sec): 3 clusters
  Score: Raw -6161026.690627 + Penalty 3514.347800 = -6157512.342827
  nChanged 4
		SP:Iteration 27Q (41271.880000 sec): 3 clusters
  Score: Raw -6161028.038572 + Penalty 3514.347800 = -6157513.690772
  nChanged 3
		SP:Iteration 28Q (41272.250000 sec): 3 clusters
  Score: Raw -6161029.584084 + Penalty 3514.347800 = -6157515.236285
  nChanged 2
		SP:Iteration 29Q (41272.650000 sec): 3 clusters
  Score: Raw -6161030.532492 + Penalty 3514.347800 = -6157516.184692
  nChanged 4
		SP:Iteration 30Q (41273.030000 sec): 3 clusters
  Score: Raw -6161032.572427 + Penalty 3514.347800 = -6157518.224627
  nChanged 6
		SP:Iteration 31Q (41273.380000 sec): 3 clusters
  Score: Raw -6161035.238643 + Penalty 3514.347800 = -6157520.890843
  nChanged 8
		SP:Iteration 32Q (41273.750000 sec): 3 clusters
  Score: Raw -6161038.936263 + Penalty 3514.347800 = -6157524.588463
  nChanged 3
		SP:Iteration 33Q (41274.120000 sec): 3 clusters
  Score: Raw -6161040.337556 + Penalty 3514.347800 = -6157525.989757
  nChanged 2
		SP:Iteration 34Q (41274.500000 sec): 3 clusters
  Score: Raw -6161041.073091 + Penalty 3514.347800 = -6157526.725291
  nChanged 1
		SP:Iteration 35Q (41274.870000 sec): 3 clusters
  Score: Raw -6161041.347115 + Penalty 3514.347800 = -6157526.999316
  nChanged 1
		SP:Iteration 36Q (41275.290000 sec): 3 clusters
  Score: Raw -6161041.722250 + Penalty 3514.347800 = -6157527.374451
  nChanged 1
		SP:Iteration 37Q (41275.680000 sec): 3 clusters
  Score: Raw -6161042.706247 + Penalty 3514.347800 = -6157528.358447
  nChanged 3
		SP:Iteration 38Q (41276.040000 sec): 3 clusters
  Score: Raw -6161044.395851 + Penalty 3514.347800 = -6157530.048051
  nChanged 2
		SP:Iteration 39Q (41276.430000 sec): 3 clusters
  Score: Raw -6161044.952810 + Penalty 3514.347800 = -6157530.605010
  nChanged 2
		SP:Iteration 40F (41276.850000 sec): 3 clusters
  Score: Raw -6161045.365731 + Penalty 3514.347800 = -6157531.017931
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41277.000000 sec): 2 clusters
  Score: Raw -299378.604911 + Penalty 1281.671395 = -298096.933516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41277.190000 sec): 3 clusters
  Score: Raw -298161.833940 + Penalty 2563.342790 = -295598.491150
  nChanged 994
		SP:Iteration 1F (41277.380000 sec): 3 clusters
  Score: Raw -298815.891626 + Penalty 2563.342790 = -296252.548836
  nChanged 249
		SP:Iteration 2F (41277.570000 sec): 3 clusters
  Score: Raw -299034.302490 + Penalty 2563.342790 = -296470.959699
  nChanged 189
		SP:Iteration 3F (41277.760000 sec): 3 clusters
  Score: Raw -299204.465177 + Penalty 2563.342790 = -296641.122387
  nChanged 145
		SP:Iteration 4F (41277.910000 sec): 3 clusters
  Score: Raw -299358.761977 + Penalty 2563.342790 = -296795.419187
  nChanged 137
		SP:Iteration 5F (41278.070000 sec): 3 clusters
  Score: Raw -299521.403463 + Penalty 2563.342790 = -296958.060673
  nChanged 122
		SP:Iteration 6Q (41278.280000 sec): 3 clusters
  Score: Raw -299672.942154 + Penalty 2563.342790 = -297109.599364
  nChanged 124
		SP:Iteration 7Q (41278.450000 sec): 3 clusters
  Score: Raw -299825.308019 + Penalty 2563.342790 = -297261.965228
  nChanged 98
		SP:Iteration 8Q (41278.630000 sec): 3 clusters
  Score: Raw -299941.881546 + Penalty 2563.342790 = -297378.538756
  nChanged 97
		SP:Iteration 9Q (41278.770000 sec): 3 clusters
  Score: Raw -300060.018512 + Penalty 2563.342790 = -297496.675721
  nChanged 80
		SP:Iteration 10Q (41278.980000 sec): 3 clusters
  Score: Raw -300143.556569 + Penalty 2563.342790 = -297580.213778
  nChanged 62
		SP:Iteration 11Q (41279.180000 sec): 3 clusters
  Score: Raw -300210.278051 + Penalty 2563.342790 = -297646.935261
  nChanged 45
		SP:Iteration 12Q (41279.340000 sec): 3 clusters
  Score: Raw -300256.950740 + Penalty 2563.342790 = -297693.607950
  nChanged 33
		SP:Iteration 13Q (41279.510000 sec): 3 clusters
  Score: Raw -300296.305542 + Penalty 2563.342790 = -297732.962752
  nChanged 37
		SP:Iteration 14Q (41279.710000 sec): 3 clusters
  Score: Raw -300335.869959 + Penalty 2563.342790 = -297772.527169
  nChanged 28
		SP:Iteration 15Q (41279.860000 sec): 3 clusters
  Score: Raw -300354.997615 + Penalty 2563.342790 = -297791.654824
  nChanged 16
		SP:Iteration 16Q (41280.030000 sec): 3 clusters
  Score: Raw -300363.402624 + Penalty 2563.342790 = -297800.059833
  nChanged 14
		SP:Iteration 17Q (41280.220000 sec): 3 clusters
  Score: Raw -300373.050518 + Penalty 2563.342790 = -297809.707728
  nChanged 13
		SP:Iteration 18Q (41280.430000 sec): 3 clusters
  Score: Raw -300378.577676 + Penalty 2563.342790 = -297815.234886
  nChanged 4
		SP:Iteration 19Q (41280.590000 sec): 3 clusters
  Score: Raw -300381.839467 + Penalty 2563.342790 = -297818.496676
  nChanged 7
		SP:Iteration 20F (41280.780000 sec): 3 clusters
  Score: Raw -300385.880571 + Penalty 2563.342790 = -297822.537780
  nChanged 9
		SP:Iteration 21Q (41280.930000 sec): 3 clusters
  Score: Raw -300391.036918 + Penalty 2563.342790 = -297827.694128
  nChanged 9
		SP:Iteration 22Q (41281.090000 sec): 3 clusters
  Score: Raw -300394.502501 + Penalty 2563.342790 = -297831.159711
  nChanged 5
		SP:Iteration 23Q (41281.270000 sec): 3 clusters
  Score: Raw -300395.739141 + Penalty 2563.342790 = -297832.396351
  nChanged 1
		SP:Iteration 24Q (41281.450000 sec): 3 clusters
  Score: Raw -300396.049360 + Penalty 2563.342790 = -297832.706569
  nChanged 1
		SP:Iteration 25Q (41281.610000 sec): 3 clusters
  Score: Raw -300396.269743 + Penalty 2563.342790 = -297832.926953
  nChanged 0
		SP:Iteration 26F (41281.780000 sec): 3 clusters
  Score: Raw -300396.269743 + Penalty 2563.342790 = -297832.926953
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41281.910000 sec): 2 clusters
  Score: Raw -25192.366650 + Penalty 881.554378 = -24310.812272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41282.090000 sec): 3 clusters
  Score: Raw -25404.173042 + Penalty 1763.108756 = -23641.064286
  nChanged 49
		SP:Iteration 1F (41282.270000 sec): 3 clusters
  Score: Raw -25531.214558 + Penalty 1763.108756 = -23768.105802
  nChanged 18
		SP:Iteration 2F (41282.450000 sec): 3 clusters
  Score: Raw -25579.020695 + Penalty 1763.108756 = -23815.911939
  nChanged 7
		SP:Iteration 3Q (41282.630000 sec): 3 clusters
  Score: Raw -25593.225770 + Penalty 1763.108756 = -23830.117015
  nChanged 10
		SP:Iteration 4Q (41282.800000 sec): 3 clusters
  Score: Raw -25621.425381 + Penalty 1763.108756 = -23858.316625
  nChanged 10
		SP:Iteration 5Q (41282.990000 sec): 3 clusters
  Score: Raw -25662.000682 + Penalty 1763.108756 = -23898.891926
  nChanged 4
		SP:Iteration 6Q (41283.180000 sec): 3 clusters
  Score: Raw -25672.019079 + Penalty 1763.108756 = -23908.910323
  nChanged 3
		SP:Iteration 7Q (41283.290000 sec): 3 clusters
  Score: Raw -25680.938808 + Penalty 1763.108756 = -23917.830052
  nChanged 3
		SP:Iteration 8Q (41283.460000 sec): 3 clusters
  Score: Raw -25698.031878 + Penalty 1763.108756 = -23934.923122
  nChanged 2
		SP:Iteration 9Q (41283.660000 sec): 3 clusters
  Score: Raw -25700.711451 + Penalty 1763.108756 = -23937.602695
  nChanged 1
		SP:Iteration 10Q (41283.850000 sec): 3 clusters
  Score: Raw -25702.774636 + Penalty 1763.108756 = -23939.665880
  nChanged 2
		SP:Iteration 11Q (41284.020000 sec): 3 clusters
  Score: Raw -25709.011069 + Penalty 1763.108756 = -23945.902314
  nChanged 2
		SP:Iteration 12Q (41284.190000 sec): 3 clusters
  Score: Raw -25714.495073 + Penalty 1763.108756 = -23951.386317
  nChanged 0
		SP:Iteration 13F (41284.370000 sec): 3 clusters
  Score: Raw -25714.495073 + Penalty 1763.108756 = -23951.386317
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41284.430000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41284.650000 sec): 3 clusters
  Score: Raw -63263.673011 + Penalty 2046.560529 = -61217.112482
  nChanged 129
		SP:Iteration 1F (41284.810000 sec): 3 clusters
  Score: Raw -63423.615517 + Penalty 2046.560529 = -61377.054988
  nChanged 29
		SP:Iteration 2F (41284.970000 sec): 3 clusters
  Score: Raw -63469.230243 + Penalty 2046.560529 = -61422.669714
  nChanged 15
		SP:Iteration 3Q (41285.150000 sec): 3 clusters
  Score: Raw -63493.599665 + Penalty 2046.560529 = -61447.039136
  nChanged 10
		SP:Iteration 4Q (41285.360000 sec): 3 clusters
  Score: Raw -63515.919124 + Penalty 2046.560529 = -61469.358595
  nChanged 8
		SP:Iteration 5Q (41285.500000 sec): 3 clusters
  Score: Raw -63533.445646 + Penalty 2046.560529 = -61486.885117
  nChanged 5
		SP:Iteration 6Q (41285.690000 sec): 3 clusters
  Score: Raw -63539.975717 + Penalty 2046.560529 = -61493.415188
  nChanged 4
		SP:Iteration 7Q (41285.850000 sec): 3 clusters
  Score: Raw -63548.314734 + Penalty 2046.560529 = -61501.754205
  nChanged 3
		SP:Iteration 8Q (41286.050000 sec): 3 clusters
  Score: Raw -63551.095885 + Penalty 2046.560529 = -61504.535356
  nChanged 0
		SP:Iteration 9F (41286.200000 sec): 3 clusters
  Score: Raw -63551.095885 + Penalty 2046.560529 = -61504.535356
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41286.330000 sec): 2 clusters
  Score: Raw -999233.553155 + Penalty 1461.250169 = -997772.302986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41286.520000 sec): 3 clusters
  Score: Raw -994793.014829 + Penalty 2922.500338 = -991870.514490
  nChanged 3371
		SP:Iteration 1F (41286.720000 sec): 3 clusters
  Score: Raw -996620.884592 + Penalty 2922.500338 = -993698.384254
  nChanged 525
		SP:Iteration 2F (41286.930000 sec): 3 clusters
  Score: Raw -996886.727538 + Penalty 2922.500338 = -993964.227200
  nChanged 453
		SP:Iteration 3F (41287.130000 sec): 3 clusters
  Score: Raw -997140.996213 + Penalty 2922.500338 = -994218.495874
  nChanged 452
		SP:Iteration 4F (41287.350000 sec): 3 clusters
  Score: Raw -997395.690906 + Penalty 2922.500338 = -994473.190568
  nChanged 440
		SP:Iteration 5F (41287.560000 sec): 3 clusters
  Score: Raw -997652.438754 + Penalty 2922.500338 = -994729.938416
  nChanged 407
		SP:Iteration 6F (41287.730000 sec): 3 clusters
  Score: Raw -997908.334473 + Penalty 2922.500338 = -994985.834134
  nChanged 382
		SP:Iteration 7Q (41287.940000 sec): 3 clusters
  Score: Raw -998150.840649 + Penalty 2922.500338 = -995228.340311
  nChanged 345
		SP:Iteration 8Q (41288.160000 sec): 3 clusters
  Score: Raw -998376.849552 + Penalty 2922.500338 = -995454.349214
  nChanged 282
		SP:Iteration 9Q (41288.360000 sec): 3 clusters
  Score: Raw -998561.822369 + Penalty 2922.500338 = -995639.322031
  nChanged 236
		SP:Iteration 10Q (41288.580000 sec): 3 clusters
  Score: Raw -998723.474457 + Penalty 2922.500338 = -995800.974119
  nChanged 192
		SP:Iteration 11Q (41288.800000 sec): 3 clusters
  Score: Raw -998841.103641 + Penalty 2922.500338 = -995918.603303
  nChanged 167
		SP:Iteration 12Q (41288.990000 sec): 3 clusters
  Score: Raw -998951.044386 + Penalty 2922.500338 = -996028.544048
  nChanged 140
		SP:Iteration 13Q (41289.180000 sec): 3 clusters
  Score: Raw -999042.954901 + Penalty 2922.500338 = -996120.454563
  nChanged 111
		SP:Iteration 14Q (41289.440000 sec): 3 clusters
  Score: Raw -999098.442494 + Penalty 2922.500338 = -996175.942156
  nChanged 94
		SP:Iteration 15Q (41289.610000 sec): 3 clusters
  Score: Raw -999131.451763 + Penalty 2922.500338 = -996208.951425
  nChanged 65
		SP:Iteration 16Q (41289.850000 sec): 3 clusters
  Score: Raw -999157.673174 + Penalty 2922.500338 = -996235.172836
  nChanged 59
		SP:Iteration 17Q (41290.040000 sec): 3 clusters
  Score: Raw -999180.988022 + Penalty 2922.500338 = -996258.487684
  nChanged 52
		SP:Iteration 18Q (41290.250000 sec): 3 clusters
  Score: Raw -999200.867614 + Penalty 2922.500338 = -996278.367276
  nChanged 44
		SP:Iteration 19Q (41290.440000 sec): 3 clusters
  Score: Raw -999214.402569 + Penalty 2922.500338 = -996291.902231
  nChanged 33
		SP:Iteration 20F (41290.690000 sec): 3 clusters
  Score: Raw -999223.320007 + Penalty 2922.500338 = -996300.819669
  nChanged 25
		SP:Iteration 21Q (41290.910000 sec): 3 clusters
  Score: Raw -999228.624127 + Penalty 2922.500338 = -996306.123788
  nChanged 13
		SP:Iteration 22Q (41291.140000 sec): 3 clusters
  Score: Raw -999231.850450 + Penalty 2922.500338 = -996309.350112
  nChanged 15
		SP:Iteration 23Q (41291.370000 sec): 3 clusters
  Score: Raw -999235.809835 + Penalty 2922.500338 = -996313.309497
  nChanged 18
		SP:Iteration 24Q (41291.540000 sec): 3 clusters
  Score: Raw -999240.885031 + Penalty 2922.500338 = -996318.384693
  nChanged 16
		SP:Iteration 25Q (41291.760000 sec): 3 clusters
  Score: Raw -999244.779294 + Penalty 2922.500338 = -996322.278956
  nChanged 23
		SP:Iteration 26Q (41292.010000 sec): 3 clusters
  Score: Raw -999249.883141 + Penalty 2922.500338 = -996327.382803
  nChanged 17
		SP:Iteration 27Q (41292.200000 sec): 3 clusters
  Score: Raw -999254.752033 + Penalty 2922.500338 = -996332.251694
  nChanged 18
		SP:Iteration 28Q (41292.420000 sec): 3 clusters
  Score: Raw -999258.406351 + Penalty 2922.500338 = -996335.906012
  nChanged 8
		SP:Iteration 29Q (41292.640000 sec): 3 clusters
  Score: Raw -999259.644078 + Penalty 2922.500338 = -996337.143740
  nChanged 7
		SP:Iteration 30Q (41292.810000 sec): 3 clusters
  Score: Raw -999261.016380 + Penalty 2922.500338 = -996338.516042
  nChanged 11
		SP:Iteration 31Q (41293.020000 sec): 3 clusters
  Score: Raw -999263.074205 + Penalty 2922.500338 = -996340.573866
  nChanged 6
		SP:Iteration 32Q (41293.220000 sec): 3 clusters
  Score: Raw -999264.348717 + Penalty 2922.500338 = -996341.848379
  nChanged 5
		SP:Iteration 33Q (41293.440000 sec): 3 clusters
  Score: Raw -999265.208123 + Penalty 2922.500338 = -996342.707785
  nChanged 4
		SP:Iteration 34Q (41293.600000 sec): 3 clusters
  Score: Raw -999266.209414 + Penalty 2922.500338 = -996343.709076
  nChanged 5
		SP:Iteration 35Q (41293.760000 sec): 3 clusters
  Score: Raw -999267.151318 + Penalty 2922.500338 = -996344.650980
  nChanged 3
		SP:Iteration 36Q (41293.960000 sec): 3 clusters
  Score: Raw -999267.839027 + Penalty 2922.500338 = -996345.338689
  nChanged 5
		SP:Iteration 37Q (41294.170000 sec): 3 clusters
  Score: Raw -999269.802053 + Penalty 2922.500338 = -996347.301715
  nChanged 8
		SP:Iteration 38Q (41294.380000 sec): 3 clusters
  Score: Raw -999271.630542 + Penalty 2922.500338 = -996349.130204
  nChanged 7
		SP:Iteration 39Q (41294.580000 sec): 3 clusters
  Score: Raw -999273.858831 + Penalty 2922.500338 = -996351.358493
  nChanged 7
		SP:Iteration 40F (41294.800000 sec): 3 clusters
  Score: Raw -999275.875371 + Penalty 2922.500338 = -996353.375033
  nChanged 10
		SP:Iteration 41Q (41294.990000 sec): 3 clusters
  Score: Raw -999278.759495 + Penalty 2922.500338 = -996356.259157
  nChanged 14
		SP:Iteration 42Q (41295.190000 sec): 3 clusters
  Score: Raw -999282.253814 + Penalty 2922.500338 = -996359.753476
  nChanged 11
		SP:Iteration 43Q (41295.400000 sec): 3 clusters
  Score: Raw -999285.229952 + Penalty 2922.500338 = -996362.729614
  nChanged 14
		SP:Iteration 44Q (41295.610000 sec): 3 clusters
  Score: Raw -999288.135370 + Penalty 2922.500338 = -996365.635032
  nChanged 9
		SP:Iteration 45Q (41295.860000 sec): 3 clusters
  Score: Raw -999290.875218 + Penalty 2922.500338 = -996368.374880
  nChanged 16
		SP:Iteration 46Q (41296.050000 sec): 3 clusters
  Score: Raw -999296.013271 + Penalty 2922.500338 = -996373.512933
  nChanged 20
		SP:Iteration 47Q (41296.270000 sec): 3 clusters
  Score: Raw -999303.664552 + Penalty 2922.500338 = -996381.164214
  nChanged 26
		SP:Iteration 48Q (41296.450000 sec): 3 clusters
  Score: Raw -999313.302526 + Penalty 2922.500338 = -996390.802188
  nChanged 22
		SP:Iteration 49Q (41296.650000 sec): 3 clusters
  Score: Raw -999319.836678 + Penalty 2922.500338 = -996397.336340
  nChanged 16
		SP:Iteration 50Q (41296.860000 sec): 3 clusters
  Score: Raw -999324.155378 + Penalty 2922.500338 = -996401.655040
  nChanged 10
		SP:Iteration 51Q (41297.050000 sec): 3 clusters
  Score: Raw -999327.046786 + Penalty 2922.500338 = -996404.546448
  nChanged 13
		SP:Iteration 52Q (41297.270000 sec): 3 clusters
  Score: Raw -999331.759161 + Penalty 2922.500338 = -996409.258823
  nChanged 18
		SP:Iteration 53Q (41297.460000 sec): 3 clusters
  Score: Raw -999338.279659 + Penalty 2922.500338 = -996415.779320
  nChanged 20
		SP:Iteration 54Q (41297.630000 sec): 3 clusters
  Score: Raw -999342.031703 + Penalty 2922.500338 = -996419.531365
  nChanged 5
		SP:Iteration 55Q (41297.830000 sec): 3 clusters
  Score: Raw -999343.149511 + Penalty 2922.500338 = -996420.649173
  nChanged 7
		SP:Iteration 56Q (41298.080000 sec): 3 clusters
  Score: Raw -999344.830462 + Penalty 2922.500338 = -996422.330124
  nChanged 9
		SP:Iteration 57Q (41298.250000 sec): 3 clusters
  Score: Raw -999347.191874 + Penalty 2922.500338 = -996424.691536
  nChanged 10
		SP:Iteration 58Q (41298.450000 sec): 3 clusters
  Score: Raw -999350.021579 + Penalty 2922.500338 = -996427.521241
  nChanged 11
		SP:Iteration 59Q (41298.690000 sec): 3 clusters
  Score: Raw -999352.903988 + Penalty 2922.500338 = -996430.403650
  nChanged 13
		SP:Iteration 60F (41298.890000 sec): 3 clusters
  Score: Raw -999356.523040 + Penalty 2922.500338 = -996434.022702
  nChanged 11
		SP:Iteration 61Q (41299.090000 sec): 3 clusters
  Score: Raw -999359.673126 + Penalty 2922.500338 = -996437.172788
  nChanged 6
		SP:Iteration 62Q (41299.280000 sec): 3 clusters
  Score: Raw -999361.194494 + Penalty 2922.500338 = -996438.694156
  nChanged 7
		SP:Iteration 63Q (41299.490000 sec): 3 clusters
  Score: Raw -999362.985973 + Penalty 2922.500338 = -996440.485635
  nChanged 6
		SP:Iteration 64Q (41299.730000 sec): 3 clusters
  Score: Raw -999365.074286 + Penalty 2922.500338 = -996442.573948
  nChanged 11
		SP:Iteration 65Q (41299.880000 sec): 3 clusters
  Score: Raw -999367.944852 + Penalty 2922.500338 = -996445.444514
  nChanged 6
		SP:Iteration 66Q (41300.080000 sec): 3 clusters
  Score: Raw -999369.659716 + Penalty 2922.500338 = -996447.159378
  nChanged 7
		SP:Iteration 67Q (41300.320000 sec): 3 clusters
  Score: Raw -999371.285526 + Penalty 2922.500338 = -996448.785188
  nChanged 9
		SP:Iteration 68Q (41300.510000 sec): 3 clusters
  Score: Raw -999373.849589 + Penalty 2922.500338 = -996451.349251
  nChanged 12
		SP:Iteration 69Q (41300.710000 sec): 3 clusters
  Score: Raw -999378.982031 + Penalty 2922.500338 = -996456.481693
  nChanged 16
		SP:Iteration 70Q (41300.930000 sec): 3 clusters
  Score: Raw -999384.190465 + Penalty 2922.500338 = -996461.690127
  nChanged 19
		SP:Iteration 71Q (41301.090000 sec): 3 clusters
  Score: Raw -999391.697545 + Penalty 2922.500338 = -996469.197207
  nChanged 22
		SP:Iteration 72Q (41301.320000 sec): 3 clusters
  Score: Raw -999402.340191 + Penalty 2922.500338 = -996479.839853
  nChanged 25
		SP:Iteration 73Q (41301.520000 sec): 3 clusters
  Score: Raw -999413.216693 + Penalty 2922.500338 = -996490.716355
  nChanged 29
		SP:Iteration 74Q (41301.750000 sec): 3 clusters
  Score: Raw -999427.048943 + Penalty 2922.500338 = -996504.548605
  nChanged 31
		SP:Iteration 75Q (41301.950000 sec): 3 clusters
  Score: Raw -999441.457694 + Penalty 2922.500338 = -996518.957356
  nChanged 34
		SP:Iteration 76Q (41302.160000 sec): 3 clusters
  Score: Raw -999457.784489 + Penalty 2922.500338 = -996535.284151
  nChanged 34
		SP:Iteration 77Q (41302.380000 sec): 3 clusters
  Score: Raw -999473.691479 + Penalty 2922.500338 = -996551.191141
  nChanged 33
		SP:Iteration 78Q (41302.570000 sec): 3 clusters
  Score: Raw -999484.846553 + Penalty 2922.500338 = -996562.346214
  nChanged 24
		SP:Iteration 79Q (41302.790000 sec): 3 clusters
  Score: Raw -999494.105452 + Penalty 2922.500338 = -996571.605113
  nChanged 36
		SP:Iteration 80F (41302.990000 sec): 3 clusters
  Score: Raw -999511.575194 + Penalty 2922.500338 = -996589.074856
  nChanged 29
		SP:Iteration 81Q (41303.170000 sec): 3 clusters
  Score: Raw -999523.863600 + Penalty 2922.500338 = -996601.363262
  nChanged 28
		SP:Iteration 82Q (41303.390000 sec): 3 clusters
  Score: Raw -999532.759129 + Penalty 2922.500338 = -996610.258791
  nChanged 14
		SP:Iteration 83Q (41303.600000 sec): 3 clusters
  Score: Raw -999537.459522 + Penalty 2922.500338 = -996614.959184
  nChanged 16
		SP:Iteration 84Q (41303.800000 sec): 3 clusters
  Score: Raw -999542.910931 + Penalty 2922.500338 = -996620.410593
  nChanged 19
		SP:Iteration 85Q (41303.990000 sec): 3 clusters
  Score: Raw -999549.688805 + Penalty 2922.500338 = -996627.188467
  nChanged 18
		SP:Iteration 86Q (41304.240000 sec): 3 clusters
  Score: Raw -999555.785942 + Penalty 2922.500338 = -996633.285604
  nChanged 19
		SP:Iteration 87Q (41304.430000 sec): 3 clusters
  Score: Raw -999564.195121 + Penalty 2922.500338 = -996641.694783
  nChanged 22
		SP:Iteration 88Q (41304.650000 sec): 3 clusters
  Score: Raw -999573.378858 + Penalty 2922.500338 = -996650.878520
  nChanged 23
		SP:Iteration 89Q (41304.850000 sec): 3 clusters
  Score: Raw -999583.610912 + Penalty 2922.500338 = -996661.110574
  nChanged 24
		SP:Iteration 90Q (41305.070000 sec): 3 clusters
  Score: Raw -999594.188852 + Penalty 2922.500338 = -996671.688514
  nChanged 22
		SP:Iteration 91Q (41305.260000 sec): 3 clusters
  Score: Raw -999604.300388 + Penalty 2922.500338 = -996681.800049
  nChanged 19
		SP:Iteration 92Q (41305.450000 sec): 3 clusters
  Score: Raw -999612.690530 + Penalty 2922.500338 = -996690.190192
  nChanged 19
		SP:Iteration 93Q (41305.640000 sec): 3 clusters
  Score: Raw -999623.301739 + Penalty 2922.500338 = -996700.801401
  nChanged 28
		SP:Iteration 94Q (41305.840000 sec): 3 clusters
  Score: Raw -999639.474275 + Penalty 2922.500338 = -996716.973937
  nChanged 42
		SP:Iteration 95Q (41305.990000 sec): 3 clusters
  Score: Raw -999664.933609 + Penalty 2922.500338 = -996742.433271
  nChanged 49
		SP:Iteration 96Q (41306.210000 sec): 3 clusters
  Score: Raw -999698.861181 + Penalty 2922.500338 = -996776.360843
  nChanged 40
		SP:Iteration 97Q (41306.420000 sec): 3 clusters
  Score: Raw -999728.072703 + Penalty 2922.500338 = -996805.572365
  nChanged 41
		SP:Iteration 98Q (41306.620000 sec): 3 clusters
  Score: Raw -999754.747171 + Penalty 2922.500338 = -996832.246833
  nChanged 31
		SP:Iteration 99Q (41306.790000 sec): 3 clusters
  Score: Raw -999783.228899 + Penalty 2922.500338 = -996860.728561
  nChanged 32
		SP:Iteration 100F (41307.010000 sec): 3 clusters
  Score: Raw -999811.962486 + Penalty 2922.500338 = -996889.462148
  nChanged 35
		SP:Iteration 101Q (41307.180000 sec): 3 clusters
  Score: Raw -999840.481249 + Penalty 2922.500338 = -996917.980911
  nChanged 33
		SP:Iteration 102Q (41307.410000 sec): 3 clusters
  Score: Raw -999866.276967 + Penalty 2922.500338 = -996943.776629
  nChanged 24
		SP:Iteration 103Q (41307.620000 sec): 3 clusters
  Score: Raw -999889.147547 + Penalty 2922.500338 = -996966.647209
  nChanged 23
		SP:Iteration 104Q (41307.810000 sec): 3 clusters
  Score: Raw -999906.140294 + Penalty 2922.500338 = -996983.639956
  nChanged 20
		SP:Iteration 105Q (41308.030000 sec): 3 clusters
  Score: Raw -999919.668545 + Penalty 2922.500338 = -996997.168207
  nChanged 19
		SP:Iteration 106Q (41308.210000 sec): 3 clusters
  Score: Raw -999927.152960 + Penalty 2922.500338 = -997004.652621
  nChanged 5
		SP:Iteration 107Q (41308.400000 sec): 3 clusters
  Score: Raw -999929.062750 + Penalty 2922.500338 = -997006.562412
  nChanged 5
		SP:Iteration 108Q (41308.650000 sec): 3 clusters
  Score: Raw -999931.619256 + Penalty 2922.500338 = -997009.118918
  nChanged 7
		SP:Iteration 109Q (41308.800000 sec): 3 clusters
  Score: Raw -999934.489712 + Penalty 2922.500338 = -997011.989373
  nChanged 6
		SP:Iteration 110Q (41309.020000 sec): 3 clusters
  Score: Raw -999936.712951 + Penalty 2922.500338 = -997014.212613
  nChanged 8
		SP:Iteration 111Q (41309.200000 sec): 3 clusters
  Score: Raw -999939.147369 + Penalty 2922.500338 = -997016.647031
  nChanged 3
		SP:Iteration 112Q (41309.430000 sec): 3 clusters
  Score: Raw -999939.926004 + Penalty 2922.500338 = -997017.425666
  nChanged 3
		SP:Iteration 113Q (41309.640000 sec): 3 clusters
  Score: Raw -999940.791589 + Penalty 2922.500338 = -997018.291251
  nChanged 1
		SP:Iteration 114Q (41309.860000 sec): 3 clusters
  Score: Raw -999940.999088 + Penalty 2922.500338 = -997018.498750
  nChanged 2
		SP:Iteration 115Q (41310.060000 sec): 3 clusters
  Score: Raw -999941.484971 + Penalty 2922.500338 = -997018.984633
  nChanged 1
		SP:Iteration 116Q (41310.250000 sec): 3 clusters
  Score: Raw -999941.839563 + Penalty 2922.500338 = -997019.339225
  nChanged 0
		SP:Iteration 117F (41310.450000 sec): 3 clusters
  Score: Raw -999941.839563 + Penalty 2922.500338 = -997019.339225
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41310.600000 sec): 2 clusters
  Score: Raw -873173.250787 + Penalty 1439.692719 = -871733.558069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41310.770000 sec): 3 clusters
  Score: Raw -869378.874212 + Penalty 2879.385437 = -866499.488775
  nChanged 2951
		SP:Iteration 1F (41311.030000 sec): 3 clusters
  Score: Raw -870978.270039 + Penalty 2879.385437 = -868098.884602
  nChanged 481
		SP:Iteration 2F (41311.250000 sec): 3 clusters
  Score: Raw -871261.760780 + Penalty 2879.385437 = -868382.375342
  nChanged 404
		SP:Iteration 3F (41311.430000 sec): 3 clusters
  Score: Raw -871490.262974 + Penalty 2879.385437 = -868610.877537
  nChanged 311
		SP:Iteration 4Q (41311.660000 sec): 3 clusters
  Score: Raw -871649.371230 + Penalty 2879.385437 = -868769.985792
  nChanged 277
		SP:Iteration 5Q (41311.860000 sec): 3 clusters
  Score: Raw -871787.865743 + Penalty 2879.385437 = -868908.480306
  nChanged 260
		SP:Iteration 6Q (41312.050000 sec): 3 clusters
  Score: Raw -871908.494140 + Penalty 2879.385437 = -869029.108702
  nChanged 233
		SP:Iteration 7Q (41312.260000 sec): 3 clusters
  Score: Raw -872029.349291 + Penalty 2879.385437 = -869149.963854
  nChanged 226
		SP:Iteration 8Q (41312.520000 sec): 3 clusters
  Score: Raw -872142.377598 + Penalty 2879.385437 = -869262.992161
  nChanged 216
		SP:Iteration 9Q (41312.720000 sec): 3 clusters
  Score: Raw -872259.916508 + Penalty 2879.385437 = -869380.531071
  nChanged 194
		SP:Iteration 10Q (41312.930000 sec): 3 clusters
  Score: Raw -872351.112755 + Penalty 2879.385437 = -869471.727317
  nChanged 174
		SP:Iteration 11Q (41313.120000 sec): 3 clusters
  Score: Raw -872451.419316 + Penalty 2879.385437 = -869572.033878
  nChanged 181
		SP:Iteration 12Q (41313.310000 sec): 3 clusters
  Score: Raw -872548.084727 + Penalty 2879.385437 = -869668.699290
  nChanged 153
		SP:Iteration 13Q (41313.500000 sec): 3 clusters
  Score: Raw -872621.071782 + Penalty 2879.385437 = -869741.686345
  nChanged 151
		SP:Iteration 14Q (41313.730000 sec): 3 clusters
  Score: Raw -872679.506802 + Penalty 2879.385437 = -869800.121365
  nChanged 120
		SP:Iteration 15Q (41313.910000 sec): 3 clusters
  Score: Raw -872723.541391 + Penalty 2879.385437 = -869844.155953
  nChanged 99
		SP:Iteration 16Q (41314.120000 sec): 3 clusters
  Score: Raw -872761.056713 + Penalty 2879.385437 = -869881.671276
  nChanged 95
		SP:Iteration 17Q (41314.300000 sec): 3 clusters
  Score: Raw -872793.922553 + Penalty 2879.385437 = -869914.537116
  nChanged 80
		SP:Iteration 18Q (41314.510000 sec): 3 clusters
  Score: Raw -872822.079131 + Penalty 2879.385437 = -869942.693694
  nChanged 79
		SP:Iteration 19Q (41314.680000 sec): 3 clusters
  Score: Raw -872845.878619 + Penalty 2879.385437 = -869966.493182
  nChanged 67
		SP:Iteration 20F (41314.890000 sec): 3 clusters
  Score: Raw -872867.957474 + Penalty 2879.385437 = -869988.572037
  nChanged 69
		SP:Iteration 21Q (41315.060000 sec): 3 clusters
  Score: Raw -872888.797045 + Penalty 2879.385437 = -870009.411608
  nChanged 60
		SP:Iteration 22Q (41315.290000 sec): 3 clusters
  Score: Raw -872910.456150 + Penalty 2879.385437 = -870031.070713
  nChanged 49
		SP:Iteration 23Q (41315.470000 sec): 3 clusters
  Score: Raw -872926.392349 + Penalty 2879.385437 = -870047.006912
  nChanged 63
		SP:Iteration 24Q (41315.690000 sec): 3 clusters
  Score: Raw -872949.104781 + Penalty 2879.385437 = -870069.719343
  nChanged 58
		SP:Iteration 25Q (41315.900000 sec): 3 clusters
  Score: Raw -872970.183732 + Penalty 2879.385437 = -870090.798294
  nChanged 54
		SP:Iteration 26Q (41316.080000 sec): 3 clusters
  Score: Raw -872985.542135 + Penalty 2879.385437 = -870106.156698
  nChanged 43
		SP:Iteration 27Q (41316.280000 sec): 3 clusters
  Score: Raw -872997.835996 + Penalty 2879.385437 = -870118.450558
  nChanged 34
		SP:Iteration 28Q (41316.480000 sec): 3 clusters
  Score: Raw -873006.192561 + Penalty 2879.385437 = -870126.807123
  nChanged 26
		SP:Iteration 29Q (41316.630000 sec): 3 clusters
  Score: Raw -873012.495752 + Penalty 2879.385437 = -870133.110315
  nChanged 23
		SP:Iteration 30Q (41316.840000 sec): 3 clusters
  Score: Raw -873019.272776 + Penalty 2879.385437 = -870139.887339
  nChanged 29
		SP:Iteration 31Q (41317.050000 sec): 3 clusters
  Score: Raw -873027.593154 + Penalty 2879.385437 = -870148.207716
  nChanged 28
		SP:Iteration 32Q (41317.220000 sec): 3 clusters
  Score: Raw -873035.622854 + Penalty 2879.385437 = -870156.237417
  nChanged 32
		SP:Iteration 33Q (41317.460000 sec): 3 clusters
  Score: Raw -873047.759490 + Penalty 2879.385437 = -870168.374053
  nChanged 38
		SP:Iteration 34Q (41317.640000 sec): 3 clusters
  Score: Raw -873059.548174 + Penalty 2879.385437 = -870180.162737
  nChanged 39
		SP:Iteration 35Q (41317.840000 sec): 3 clusters
  Score: Raw -873071.806311 + Penalty 2879.385437 = -870192.420874
  nChanged 36
		SP:Iteration 36Q (41318.040000 sec): 3 clusters
  Score: Raw -873084.701898 + Penalty 2879.385437 = -870205.316461
  nChanged 46
		SP:Iteration 37Q (41318.240000 sec): 3 clusters
  Score: Raw -873099.508615 + Penalty 2879.385437 = -870220.123178
  nChanged 40
		SP:Iteration 38Q (41318.450000 sec): 3 clusters
  Score: Raw -873114.138298 + Penalty 2879.385437 = -870234.752861
  nChanged 37
		SP:Iteration 39Q (41318.640000 sec): 3 clusters
  Score: Raw -873128.130100 + Penalty 2879.385437 = -870248.744662
  nChanged 41
		SP:Iteration 40F (41318.860000 sec): 3 clusters
  Score: Raw -873141.360904 + Penalty 2879.385437 = -870261.975466
  nChanged 41
		SP:Iteration 41Q (41319.080000 sec): 3 clusters
  Score: Raw -873157.977133 + Penalty 2879.385437 = -870278.591696
  nChanged 42
		SP:Iteration 42Q (41319.250000 sec): 3 clusters
  Score: Raw -873176.735617 + Penalty 2879.385437 = -870297.350179
  nChanged 45
		SP:Iteration 43Q (41319.490000 sec): 3 clusters
  Score: Raw -873192.769214 + Penalty 2879.385437 = -870313.383776
  nChanged 45
		SP:Iteration 44Q (41319.680000 sec): 3 clusters
  Score: Raw -873208.579973 + Penalty 2879.385437 = -870329.194536
  nChanged 42
		SP:Iteration 45Q (41319.890000 sec): 3 clusters
  Score: Raw -873224.374495 + Penalty 2879.385437 = -870344.989058
  nChanged 54
		SP:Iteration 46Q (41320.080000 sec): 3 clusters
  Score: Raw -873246.817120 + Penalty 2879.385437 = -870367.431683
  nChanged 43
		SP:Iteration 47Q (41320.270000 sec): 3 clusters
  Score: Raw -873264.613156 + Penalty 2879.385437 = -870385.227718
  nChanged 36
		SP:Iteration 48Q (41320.450000 sec): 3 clusters
  Score: Raw -873277.595168 + Penalty 2879.385437 = -870398.209731
  nChanged 30
		SP:Iteration 49Q (41320.650000 sec): 3 clusters
  Score: Raw -873288.788859 + Penalty 2879.385437 = -870409.403422
  nChanged 23
		SP:Iteration 50Q (41320.840000 sec): 3 clusters
  Score: Raw -873299.515965 + Penalty 2879.385437 = -870420.130528
  nChanged 25
		SP:Iteration 51Q (41321.030000 sec): 3 clusters
  Score: Raw -873310.818924 + Penalty 2879.385437 = -870431.433486
  nChanged 32
		SP:Iteration 52Q (41321.280000 sec): 3 clusters
  Score: Raw -873324.810938 + Penalty 2879.385437 = -870445.425501
  nChanged 26
		SP:Iteration 53Q (41321.460000 sec): 3 clusters
  Score: Raw -873338.333163 + Penalty 2879.385437 = -870458.947725
  nChanged 33
		SP:Iteration 54Q (41321.690000 sec): 3 clusters
  Score: Raw -873353.951676 + Penalty 2879.385437 = -870474.566239
  nChanged 23
		SP:Iteration 55Q (41321.880000 sec): 3 clusters
  Score: Raw -873362.375307 + Penalty 2879.385437 = -870482.989869
  nChanged 20
		SP:Iteration 56Q (41322.080000 sec): 3 clusters
  Score: Raw -873370.703589 + Penalty 2879.385437 = -870491.318152
  nChanged 17
		SP:Iteration 57Q (41322.290000 sec): 3 clusters
  Score: Raw -873376.378816 + Penalty 2879.385437 = -870496.993378
  nChanged 16
		SP:Iteration 58Q (41322.480000 sec): 3 clusters
  Score: Raw -873381.105310 + Penalty 2879.385437 = -870501.719872
  nChanged 13
		SP:Iteration 59Q (41322.650000 sec): 3 clusters
  Score: Raw -873384.920678 + Penalty 2879.385437 = -870505.535241
  nChanged 9
		SP:Iteration 60F (41322.880000 sec): 3 clusters
  Score: Raw -873387.208743 + Penalty 2879.385437 = -870507.823305
  nChanged 3
		SP:Iteration 61Q (41323.050000 sec): 3 clusters
  Score: Raw -873388.023261 + Penalty 2879.385437 = -870508.637824
  nChanged 4
		SP:Iteration 62Q (41323.290000 sec): 3 clusters
  Score: Raw -873389.065277 + Penalty 2879.385437 = -870509.679839
  nChanged 4
		SP:Iteration 63Q (41323.460000 sec): 3 clusters
  Score: Raw -873390.193696 + Penalty 2879.385437 = -870510.808259
  nChanged 1
		SP:Iteration 64Q (41323.700000 sec): 3 clusters
  Score: Raw -873390.417907 + Penalty 2879.385437 = -870511.032470
  nChanged 0
		SP:Iteration 65F (41323.910000 sec): 3 clusters
  Score: Raw -873390.417907 + Penalty 2879.385437 = -870511.032470
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41323.980000 sec): 2 clusters
  Score: Raw -131720.444412 + Penalty 1154.289835 = -130566.154577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41324.160000 sec): 3 clusters
  Score: Raw -131310.894364 + Penalty 2308.579670 = -129002.314693
  nChanged 381
		SP:Iteration 1F (41324.380000 sec): 3 clusters
  Score: Raw -131680.994651 + Penalty 2308.579670 = -129372.414981
  nChanged 99
		SP:Iteration 2F (41324.520000 sec): 3 clusters
  Score: Raw -131818.311157 + Penalty 2308.579670 = -129509.731487
  nChanged 76
		SP:Iteration 3F (41324.690000 sec): 3 clusters
  Score: Raw -131892.015882 + Penalty 2308.579670 = -129583.436212
  nChanged 43
		SP:Iteration 4Q (41324.910000 sec): 3 clusters
  Score: Raw -131934.421353 + Penalty 2308.579670 = -129625.841683
  nChanged 30
		SP:Iteration 5Q (41325.070000 sec): 3 clusters
  Score: Raw -131966.898187 + Penalty 2308.579670 = -129658.318517
  nChanged 26
		SP:Iteration 6Q (41325.220000 sec): 3 clusters
  Score: Raw -131993.553544 + Penalty 2308.579670 = -129684.973874
  nChanged 21
		SP:Iteration 7Q (41325.410000 sec): 3 clusters
  Score: Raw -132012.496769 + Penalty 2308.579670 = -129703.917098
  nChanged 15
		SP:Iteration 8Q (41325.570000 sec): 3 clusters
  Score: Raw -132024.938051 + Penalty 2308.579670 = -129716.358381
  nChanged 12
		SP:Iteration 9Q (41325.780000 sec): 3 clusters
  Score: Raw -132040.408391 + Penalty 2308.579670 = -129731.828721
  nChanged 16
		SP:Iteration 10Q (41325.910000 sec): 3 clusters
  Score: Raw -132057.038968 + Penalty 2308.579670 = -129748.459297
  nChanged 11
		SP:Iteration 11Q (41326.130000 sec): 3 clusters
  Score: Raw -132072.863937 + Penalty 2308.579670 = -129764.284267
  nChanged 12
		SP:Iteration 12Q (41326.290000 sec): 3 clusters
  Score: Raw -132089.538967 + Penalty 2308.579670 = -129780.959296
  nChanged 14
		SP:Iteration 13Q (41326.510000 sec): 3 clusters
  Score: Raw -132103.107392 + Penalty 2308.579670 = -129794.527721
  nChanged 9
		SP:Iteration 14Q (41326.660000 sec): 3 clusters
  Score: Raw -132109.930111 + Penalty 2308.579670 = -129801.350440
  nChanged 9
		SP:Iteration 15Q (41326.800000 sec): 3 clusters
  Score: Raw -132115.005932 + Penalty 2308.579670 = -129806.426261
  nChanged 8
		SP:Iteration 16Q (41327.010000 sec): 3 clusters
  Score: Raw -132124.689345 + Penalty 2308.579670 = -129816.109674
  nChanged 13
		SP:Iteration 17Q (41327.190000 sec): 3 clusters
  Score: Raw -132132.462722 + Penalty 2308.579670 = -129823.883052
  nChanged 5
		SP:Iteration 18Q (41327.330000 sec): 3 clusters
  Score: Raw -132135.049198 + Penalty 2308.579670 = -129826.469528
  nChanged 5
		SP:Iteration 19Q (41327.520000 sec): 3 clusters
  Score: Raw -132138.618590 + Penalty 2308.579670 = -129830.038920
  nChanged 6
		SP:Iteration 20F (41327.720000 sec): 3 clusters
  Score: Raw -132142.437528 + Penalty 2308.579670 = -129833.857857
  nChanged 5
		SP:Iteration 21Q (41327.920000 sec): 3 clusters
  Score: Raw -132147.630192 + Penalty 2308.579670 = -129839.050522
  nChanged 2
		SP:Iteration 22Q (41328.060000 sec): 3 clusters
  Score: Raw -132148.963281 + Penalty 2308.579670 = -129840.383611
  nChanged 0
		SP:Iteration 23F (41328.210000 sec): 3 clusters
  Score: Raw -132148.963281 + Penalty 2308.579670 = -129840.383611
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41328.340000 sec): 2 clusters
  Score: Raw -145437.502629 + Penalty 1155.885593 = -144281.617037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41328.510000 sec): 3 clusters
  Score: Raw -144989.924616 + Penalty 2311.771185 = -142678.153431
  nChanged 390
		SP:Iteration 1F (41328.680000 sec): 3 clusters
  Score: Raw -145351.133667 + Penalty 2311.771185 = -143039.362482
  nChanged 112
		SP:Iteration 2F (41328.810000 sec): 3 clusters
  Score: Raw -145486.863356 + Penalty 2311.771185 = -143175.092171
  nChanged 85
		SP:Iteration 3F (41328.990000 sec): 3 clusters
  Score: Raw -145651.944617 + Penalty 2311.771185 = -143340.173432
  nChanged 66
		SP:Iteration 4F (41329.170000 sec): 3 clusters
  Score: Raw -145766.132919 + Penalty 2311.771185 = -143454.361734
  nChanged 49
		SP:Iteration 5Q (41329.360000 sec): 3 clusters
  Score: Raw -145852.720554 + Penalty 2311.771185 = -143540.949369
  nChanged 51
		SP:Iteration 6Q (41329.550000 sec): 3 clusters
  Score: Raw -145931.346624 + Penalty 2311.771185 = -143619.575439
  nChanged 44
		SP:Iteration 7Q (41329.710000 sec): 3 clusters
  Score: Raw -145971.065885 + Penalty 2311.771185 = -143659.294700
  nChanged 20
		SP:Iteration 8Q (41329.910000 sec): 3 clusters
  Score: Raw -145991.185453 + Penalty 2311.771185 = -143679.414268
  nChanged 11
		SP:Iteration 9Q (41330.050000 sec): 3 clusters
  Score: Raw -145999.505257 + Penalty 2311.771185 = -143687.734072
  nChanged 3
		SP:Iteration 10Q (41330.220000 sec): 3 clusters
  Score: Raw -146001.220439 + Penalty 2311.771185 = -143689.449254
  nChanged 1
		SP:Iteration 11Q (41330.380000 sec): 3 clusters
  Score: Raw -146002.783142 + Penalty 2311.771185 = -143691.011957
  nChanged 4
		SP:Iteration 12Q (41330.570000 sec): 3 clusters
  Score: Raw -146005.412195 + Penalty 2311.771185 = -143693.641010
  nChanged 6
		SP:Iteration 13Q (41330.740000 sec): 3 clusters
  Score: Raw -146009.860005 + Penalty 2311.771185 = -143698.088820
  nChanged 6
		SP:Iteration 14Q (41330.900000 sec): 3 clusters
  Score: Raw -146015.461011 + Penalty 2311.771185 = -143703.689825
  nChanged 1
		SP:Iteration 15Q (41331.070000 sec): 3 clusters
  Score: Raw -146015.932195 + Penalty 2311.771185 = -143704.161010
  nChanged 2
		SP:Iteration 16Q (41331.250000 sec): 3 clusters
  Score: Raw -146017.819415 + Penalty 2311.771185 = -143706.048230
  nChanged 5
		SP:Iteration 17Q (41331.470000 sec): 3 clusters
  Score: Raw -146022.072198 + Penalty 2311.771185 = -143710.301012
  nChanged 3
		SP:Iteration 18Q (41331.650000 sec): 3 clusters
  Score: Raw -146023.950737 + Penalty 2311.771185 = -143712.179551
  nChanged 2
		SP:Iteration 19Q (41331.830000 sec): 3 clusters
  Score: Raw -146025.862920 + Penalty 2311.771185 = -143714.091735
  nChanged 2
		SP:Iteration 20F (41331.950000 sec): 3 clusters
  Score: Raw -146027.930608 + Penalty 2311.771185 = -143716.159423
  nChanged 2
		SP:Iteration 21Q (41332.160000 sec): 3 clusters
  Score: Raw -146029.592168 + Penalty 2311.771185 = -143717.820983
  nChanged 2
		SP:Iteration 22Q (41332.290000 sec): 3 clusters
  Score: Raw -146030.463307 + Penalty 2311.771185 = -143718.692122
  nChanged 0
		SP:Iteration 23F (41332.460000 sec): 3 clusters
  Score: Raw -146030.463307 + Penalty 2311.771185 = -143718.692122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41332.550000 sec): 2 clusters
  Score: Raw -302130.622399 + Penalty 1291.784718 = -300838.837680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41332.720000 sec): 3 clusters
  Score: Raw -300793.211693 + Penalty 2583.569437 = -298209.642256
  nChanged 1115
		SP:Iteration 1F (41332.930000 sec): 3 clusters
  Score: Raw -301588.120571 + Penalty 2583.569437 = -299004.551134
  nChanged 268
		SP:Iteration 2F (41333.100000 sec): 3 clusters
  Score: Raw -301841.389479 + Penalty 2583.569437 = -299257.820042
  nChanged 197
		SP:Iteration 3F (41333.250000 sec): 3 clusters
  Score: Raw -302032.599671 + Penalty 2583.569437 = -299449.030234
  nChanged 162
		SP:Iteration 4F (41333.450000 sec): 3 clusters
  Score: Raw -302197.517102 + Penalty 2583.569437 = -299613.947665
  nChanged 131
		SP:Iteration 5Q (41333.670000 sec): 3 clusters
  Score: Raw -302324.889195 + Penalty 2583.569437 = -299741.319759
  nChanged 104
		SP:Iteration 6Q (41333.810000 sec): 3 clusters
  Score: Raw -302426.996700 + Penalty 2583.569437 = -299843.427264
  nChanged 104
		SP:Iteration 7Q (41334.000000 sec): 3 clusters
  Score: Raw -302509.549603 + Penalty 2583.569437 = -299925.980166
  nChanged 68
		SP:Iteration 8Q (41334.180000 sec): 3 clusters
  Score: Raw -302561.906784 + Penalty 2583.569437 = -299978.337347
  nChanged 63
		SP:Iteration 9Q (41334.400000 sec): 3 clusters
  Score: Raw -302610.722416 + Penalty 2583.569437 = -300027.152979
  nChanged 63
		SP:Iteration 10Q (41334.560000 sec): 3 clusters
  Score: Raw -302680.615604 + Penalty 2583.569437 = -300097.046167
  nChanged 66
		SP:Iteration 11Q (41334.740000 sec): 3 clusters
  Score: Raw -302758.924435 + Penalty 2583.569437 = -300175.354999
  nChanged 67
		SP:Iteration 12Q (41334.930000 sec): 3 clusters
  Score: Raw -302822.254912 + Penalty 2583.569437 = -300238.685475
  nChanged 60
		SP:Iteration 13Q (41335.080000 sec): 3 clusters
  Score: Raw -302870.510872 + Penalty 2583.569437 = -300286.941435
  nChanged 55
		SP:Iteration 14Q (41335.280000 sec): 3 clusters
  Score: Raw -302915.706778 + Penalty 2583.569437 = -300332.137341
  nChanged 48
		SP:Iteration 15Q (41335.430000 sec): 3 clusters
  Score: Raw -302955.751475 + Penalty 2583.569437 = -300372.182039
  nChanged 35
		SP:Iteration 16Q (41335.630000 sec): 3 clusters
  Score: Raw -302985.767507 + Penalty 2583.569437 = -300402.198070
  nChanged 29
		SP:Iteration 17Q (41335.840000 sec): 3 clusters
  Score: Raw -303008.660095 + Penalty 2583.569437 = -300425.090658
  nChanged 28
		SP:Iteration 18Q (41336.010000 sec): 3 clusters
  Score: Raw -303028.722541 + Penalty 2583.569437 = -300445.153104
  nChanged 23
		SP:Iteration 19Q (41336.230000 sec): 3 clusters
  Score: Raw -303044.338549 + Penalty 2583.569437 = -300460.769113
  nChanged 13
		SP:Iteration 20F (41336.410000 sec): 3 clusters
  Score: Raw -303052.647362 + Penalty 2583.569437 = -300469.077925
  nChanged 12
		SP:Iteration 21Q (41336.560000 sec): 3 clusters
  Score: Raw -303059.743434 + Penalty 2583.569437 = -300476.173997
  nChanged 14
		SP:Iteration 22Q (41336.770000 sec): 3 clusters
  Score: Raw -303068.345308 + Penalty 2583.569437 = -300484.775871
  nChanged 9
		SP:Iteration 23Q (41336.930000 sec): 3 clusters
  Score: Raw -303073.746161 + Penalty 2583.569437 = -300490.176724
  nChanged 8
		SP:Iteration 24Q (41337.080000 sec): 3 clusters
  Score: Raw -303081.161193 + Penalty 2583.569437 = -300497.591756
  nChanged 8
		SP:Iteration 25Q (41337.270000 sec): 3 clusters
  Score: Raw -303085.605803 + Penalty 2583.569437 = -300502.036367
  nChanged 7
		SP:Iteration 26Q (41337.460000 sec): 3 clusters
  Score: Raw -303089.908142 + Penalty 2583.569437 = -300506.338705
  nChanged 4
		SP:Iteration 27Q (41337.660000 sec): 3 clusters
  Score: Raw -303091.127281 + Penalty 2583.569437 = -300507.557844
  nChanged 3
		SP:Iteration 28Q (41337.800000 sec): 3 clusters
  Score: Raw -303091.873792 + Penalty 2583.569437 = -300508.304355
  nChanged 1
		SP:Iteration 29Q (41337.960000 sec): 3 clusters
  Score: Raw -303092.494590 + Penalty 2583.569437 = -300508.925153
  nChanged 2
		SP:Iteration 30Q (41338.140000 sec): 3 clusters
  Score: Raw -303093.942218 + Penalty 2583.569437 = -300510.372782
  nChanged 4
		SP:Iteration 31Q (41338.310000 sec): 3 clusters
  Score: Raw -303095.624598 + Penalty 2583.569437 = -300512.055162
  nChanged 3
		SP:Iteration 32Q (41338.470000 sec): 3 clusters
  Score: Raw -303096.494219 + Penalty 2583.569437 = -300512.924782
  nChanged 1
		SP:Iteration 33Q (41338.640000 sec): 3 clusters
  Score: Raw -303096.719711 + Penalty 2583.569437 = -300513.150274
  nChanged 0
		SP:Iteration 34F (41338.800000 sec): 3 clusters
  Score: Raw -303096.719711 + Penalty 2583.569437 = -300513.150274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41338.900000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41339.070000 sec): 3 clusters
  Score: Raw -151874.768415 + Penalty 2328.031027 = -149546.737388
  nChanged 446
		SP:Iteration 1F (41339.280000 sec): 3 clusters
  Score: Raw -152277.030096 + Penalty 2328.031027 = -149948.999069
  nChanged 145
		SP:Iteration 2F (41339.450000 sec): 3 clusters
  Score: Raw -152449.385910 + Penalty 2328.031027 = -150121.354883
  nChanged 104
		SP:Iteration 3F (41339.620000 sec): 3 clusters
  Score: Raw -152601.280471 + Penalty 2328.031027 = -150273.249444
  nChanged 83
		SP:Iteration 4F (41339.800000 sec): 3 clusters
  Score: Raw -152726.788323 + Penalty 2328.031027 = -150398.757296
  nChanged 73
		SP:Iteration 5F (41340.000000 sec): 3 clusters
  Score: Raw -152867.165277 + Penalty 2328.031027 = -150539.134250
  nChanged 66
		SP:Iteration 6F (41340.160000 sec): 3 clusters
  Score: Raw -152984.496020 + Penalty 2328.031027 = -150656.464993
  nChanged 42
		SP:Iteration 7Q (41340.370000 sec): 3 clusters
  Score: Raw -153030.756735 + Penalty 2328.031027 = -150702.725708
  nChanged 18
		SP:Iteration 8Q (41340.500000 sec): 3 clusters
  Score: Raw -153050.909257 + Penalty 2328.031027 = -150722.878230
  nChanged 14
		SP:Iteration 9Q (41340.640000 sec): 3 clusters
  Score: Raw -153069.611054 + Penalty 2328.031027 = -150741.580027
  nChanged 12
		SP:Iteration 10Q (41340.780000 sec): 3 clusters
  Score: Raw -153083.278923 + Penalty 2328.031027 = -150755.247896
  nChanged 6
		SP:Iteration 11Q (41340.930000 sec): 3 clusters
  Score: Raw -153089.089756 + Penalty 2328.031027 = -150761.058729
  nChanged 1
		SP:Iteration 12Q (41341.080000 sec): 3 clusters
  Score: Raw -153089.787381 + Penalty 2328.031027 = -150761.756354
  nChanged 1
		SP:Iteration 13Q (41341.240000 sec): 3 clusters
  Score: Raw -153090.360069 + Penalty 2328.031027 = -150762.329042
  nChanged 0
		SP:Iteration 14F (41341.440000 sec): 3 clusters
  Score: Raw -153090.360069 + Penalty 2328.031027 = -150762.329042
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41341.530000 sec): 2 clusters
  Score: Raw -407100.973798 + Penalty 1321.755644 = -405779.218153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41341.710000 sec): 3 clusters
  Score: Raw -405404.727323 + Penalty 2643.511289 = -402761.216034
  nChanged 1314
		SP:Iteration 1F (41341.890000 sec): 3 clusters
  Score: Raw -406144.263426 + Penalty 2643.511289 = -403500.752137
  nChanged 266
		SP:Iteration 2F (41342.110000 sec): 3 clusters
  Score: Raw -406324.363333 + Penalty 2643.511289 = -403680.852045
  nChanged 174
		SP:Iteration 3F (41342.260000 sec): 3 clusters
  Score: Raw -406444.621656 + Penalty 2643.511289 = -403801.110367
  nChanged 162
		SP:Iteration 4Q (41342.440000 sec): 3 clusters
  Score: Raw -406533.616096 + Penalty 2643.511289 = -403890.104808
  nChanged 123
		SP:Iteration 5Q (41342.650000 sec): 3 clusters
  Score: Raw -406605.831947 + Penalty 2643.511289 = -403962.320658
  nChanged 125
		SP:Iteration 6Q (41342.850000 sec): 3 clusters
  Score: Raw -406683.577740 + Penalty 2643.511289 = -404040.066452
  nChanged 102
		SP:Iteration 7Q (41343.000000 sec): 3 clusters
  Score: Raw -406740.425058 + Penalty 2643.511289 = -404096.913770
  nChanged 96
		SP:Iteration 8Q (41343.170000 sec): 3 clusters
  Score: Raw -406798.364186 + Penalty 2643.511289 = -404154.852897
  nChanged 106
		SP:Iteration 9Q (41343.340000 sec): 3 clusters
  Score: Raw -406877.834824 + Penalty 2643.511289 = -404234.323536
  nChanged 110
		SP:Iteration 10Q (41343.510000 sec): 3 clusters
  Score: Raw -406957.530322 + Penalty 2643.511289 = -404314.019034
  nChanged 111
		SP:Iteration 11Q (41343.720000 sec): 3 clusters
  Score: Raw -407018.887832 + Penalty 2643.511289 = -404375.376543
  nChanged 71
		SP:Iteration 12Q (41343.920000 sec): 3 clusters
  Score: Raw -407063.103371 + Penalty 2643.511289 = -404419.592083
  nChanged 70
		SP:Iteration 13Q (41344.110000 sec): 3 clusters
  Score: Raw -407115.318445 + Penalty 2643.511289 = -404471.807156
  nChanged 80
		SP:Iteration 14Q (41344.270000 sec): 3 clusters
  Score: Raw -407174.234975 + Penalty 2643.511289 = -404530.723686
  nChanged 67
		SP:Iteration 15Q (41344.490000 sec): 3 clusters
  Score: Raw -407233.216039 + Penalty 2643.511289 = -404589.704750
  nChanged 75
		SP:Iteration 16Q (41344.670000 sec): 3 clusters
  Score: Raw -407300.582694 + Penalty 2643.511289 = -404657.071405
  nChanged 72
		SP:Iteration 17Q (41344.830000 sec): 3 clusters
  Score: Raw -407359.145726 + Penalty 2643.511289 = -404715.634437
  nChanged 54
		SP:Iteration 18Q (41345.020000 sec): 3 clusters
  Score: Raw -407401.522671 + Penalty 2643.511289 = -404758.011383
  nChanged 42
		SP:Iteration 19Q (41345.230000 sec): 3 clusters
  Score: Raw -407435.062757 + Penalty 2643.511289 = -404791.551468
  nChanged 43
		SP:Iteration 20F (41345.390000 sec): 3 clusters
  Score: Raw -407471.576157 + Penalty 2643.511289 = -404828.064869
  nChanged 35
		SP:Iteration 21Q (41345.540000 sec): 3 clusters
  Score: Raw -407498.183702 + Penalty 2643.511289 = -404854.672413
  nChanged 32
		SP:Iteration 22Q (41345.740000 sec): 3 clusters
  Score: Raw -407515.700362 + Penalty 2643.511289 = -404872.189074
  nChanged 29
		SP:Iteration 23Q (41345.930000 sec): 3 clusters
  Score: Raw -407532.420200 + Penalty 2643.511289 = -404888.908911
  nChanged 14
		SP:Iteration 24Q (41346.100000 sec): 3 clusters
  Score: Raw -407539.930935 + Penalty 2643.511289 = -404896.419646
  nChanged 10
		SP:Iteration 25Q (41346.270000 sec): 3 clusters
  Score: Raw -407545.061036 + Penalty 2643.511289 = -404901.549747
  nChanged 6
		SP:Iteration 26Q (41346.420000 sec): 3 clusters
  Score: Raw -407547.128927 + Penalty 2643.511289 = -404903.617638
  nChanged 4
		SP:Iteration 27Q (41346.610000 sec): 3 clusters
  Score: Raw -407549.844468 + Penalty 2643.511289 = -404906.333180
  nChanged 3
		SP:Iteration 28Q (41346.800000 sec): 3 clusters
  Score: Raw -407551.117585 + Penalty 2643.511289 = -404907.606296
  nChanged 4
		SP:Iteration 29Q (41346.990000 sec): 3 clusters
  Score: Raw -407552.391616 + Penalty 2643.511289 = -404908.880327
  nChanged 1
		SP:Iteration 30Q (41347.210000 sec): 3 clusters
  Score: Raw -407552.734733 + Penalty 2643.511289 = -404909.223445
  nChanged 0
		SP:Iteration 31F (41347.390000 sec): 3 clusters
  Score: Raw -407552.734733 + Penalty 2643.511289 = -404909.223445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41347.480000 sec): 2 clusters
  Score: Raw -340618.550609 + Penalty 1295.805659 = -339322.744950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41347.710000 sec): 3 clusters
  Score: Raw -339285.667256 + Penalty 2591.611318 = -336694.055939
  nChanged 1092
		SP:Iteration 1F (41347.890000 sec): 3 clusters
  Score: Raw -340015.872545 + Penalty 2591.611318 = -337424.261227
  nChanged 262
		SP:Iteration 2F (41348.060000 sec): 3 clusters
  Score: Raw -340245.246010 + Penalty 2591.611318 = -337653.634693
  nChanged 200
		SP:Iteration 3F (41348.270000 sec): 3 clusters
  Score: Raw -340435.904653 + Penalty 2591.611318 = -337844.293335
  nChanged 173
		SP:Iteration 4F (41348.450000 sec): 3 clusters
  Score: Raw -340618.595802 + Penalty 2591.611318 = -338026.984484
  nChanged 171
		SP:Iteration 5F (41348.640000 sec): 3 clusters
  Score: Raw -340799.512598 + Penalty 2591.611318 = -338207.901280
  nChanged 147
		SP:Iteration 6F (41348.830000 sec): 3 clusters
  Score: Raw -340955.560898 + Penalty 2591.611318 = -338363.949580
  nChanged 114
		SP:Iteration 7Q (41349.020000 sec): 3 clusters
  Score: Raw -341055.189913 + Penalty 2591.611318 = -338463.578596
  nChanged 80
		SP:Iteration 8Q (41349.210000 sec): 3 clusters
  Score: Raw -341107.498524 + Penalty 2591.611318 = -338515.887206
  nChanged 50
		SP:Iteration 9Q (41349.380000 sec): 3 clusters
  Score: Raw -341134.589642 + Penalty 2591.611318 = -338542.978324
  nChanged 38
		SP:Iteration 10Q (41349.580000 sec): 3 clusters
  Score: Raw -341155.802140 + Penalty 2591.611318 = -338564.190823
  nChanged 29
		SP:Iteration 11Q (41349.730000 sec): 3 clusters
  Score: Raw -341173.170004 + Penalty 2591.611318 = -338581.558686
  nChanged 33
		SP:Iteration 12Q (41349.950000 sec): 3 clusters
  Score: Raw -341191.366760 + Penalty 2591.611318 = -338599.755443
  nChanged 23
		SP:Iteration 13Q (41350.130000 sec): 3 clusters
  Score: Raw -341205.582306 + Penalty 2591.611318 = -338613.970988
  nChanged 22
		SP:Iteration 14Q (41350.260000 sec): 3 clusters
  Score: Raw -341217.445438 + Penalty 2591.611318 = -338625.834120
  nChanged 18
		SP:Iteration 15Q (41350.450000 sec): 3 clusters
  Score: Raw -341223.983578 + Penalty 2591.611318 = -338632.372261
  nChanged 14
		SP:Iteration 16Q (41350.670000 sec): 3 clusters
  Score: Raw -341229.830886 + Penalty 2591.611318 = -338638.219568
  nChanged 13
		SP:Iteration 17Q (41350.830000 sec): 3 clusters
  Score: Raw -341237.056111 + Penalty 2591.611318 = -338645.444794
  nChanged 13
		SP:Iteration 18Q (41351.030000 sec): 3 clusters
  Score: Raw -341249.010069 + Penalty 2591.611318 = -338657.398752
  nChanged 16
		SP:Iteration 19Q (41351.210000 sec): 3 clusters
  Score: Raw -341256.480053 + Penalty 2591.611318 = -338664.868735
  nChanged 13
		SP:Iteration 20F (41351.370000 sec): 3 clusters
  Score: Raw -341262.591351 + Penalty 2591.611318 = -338670.980033
  nChanged 10
		SP:Iteration 21Q (41351.530000 sec): 3 clusters
  Score: Raw -341266.508554 + Penalty 2591.611318 = -338674.897237
  nChanged 9
		SP:Iteration 22Q (41351.750000 sec): 3 clusters
  Score: Raw -341270.561218 + Penalty 2591.611318 = -338678.949901
  nChanged 10
		SP:Iteration 23Q (41351.930000 sec): 3 clusters
  Score: Raw -341274.835316 + Penalty 2591.611318 = -338683.223999
  nChanged 6
		SP:Iteration 24Q (41352.120000 sec): 3 clusters
  Score: Raw -341277.128163 + Penalty 2591.611318 = -338685.516845
  nChanged 1
		SP:Iteration 25Q (41352.270000 sec): 3 clusters
  Score: Raw -341277.858090 + Penalty 2591.611318 = -338686.246772
  nChanged 1
		SP:Iteration 26Q (41352.460000 sec): 3 clusters
  Score: Raw -341278.049993 + Penalty 2591.611318 = -338686.438676
  nChanged 0
		SP:Iteration 27F (41352.650000 sec): 3 clusters
  Score: Raw -341278.049993 + Penalty 2591.611318 = -338686.438676
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41352.760000 sec): 2 clusters
  Score: Raw -336455.362287 + Penalty 1298.138235 = -335157.224052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41352.930000 sec): 3 clusters
  Score: Raw -335044.915405 + Penalty 2596.276469 = -332448.638936
  nChanged 1115
		SP:Iteration 1F (41353.120000 sec): 3 clusters
  Score: Raw -335752.646942 + Penalty 2596.276469 = -333156.370473
  nChanged 245
		SP:Iteration 2F (41353.300000 sec): 3 clusters
  Score: Raw -335912.278162 + Penalty 2596.276469 = -333316.001692
  nChanged 165
		SP:Iteration 3F (41353.510000 sec): 3 clusters
  Score: Raw -336029.547313 + Penalty 2596.276469 = -333433.270844
  nChanged 125
		SP:Iteration 4Q (41353.680000 sec): 3 clusters
  Score: Raw -336133.371163 + Penalty 2596.276469 = -333537.094693
  nChanged 112
		SP:Iteration 5Q (41353.880000 sec): 3 clusters
  Score: Raw -336234.929649 + Penalty 2596.276469 = -333638.653179
  nChanged 107
		SP:Iteration 6Q (41354.060000 sec): 3 clusters
  Score: Raw -336336.946892 + Penalty 2596.276469 = -333740.670423
  nChanged 113
		SP:Iteration 7Q (41354.220000 sec): 3 clusters
  Score: Raw -336440.736572 + Penalty 2596.276469 = -333844.460103
  nChanged 117
		SP:Iteration 8Q (41354.380000 sec): 3 clusters
  Score: Raw -336561.569337 + Penalty 2596.276469 = -333965.292868
  nChanged 104
		SP:Iteration 9Q (41354.560000 sec): 3 clusters
  Score: Raw -336649.915606 + Penalty 2596.276469 = -334053.639137
  nChanged 86
		SP:Iteration 10Q (41354.740000 sec): 3 clusters
  Score: Raw -336707.974478 + Penalty 2596.276469 = -334111.698008
  nChanged 71
		SP:Iteration 11Q (41354.930000 sec): 3 clusters
  Score: Raw -336743.365244 + Penalty 2596.276469 = -334147.088775
  nChanged 49
		SP:Iteration 12Q (41355.040000 sec): 3 clusters
  Score: Raw -336770.905219 + Penalty 2596.276469 = -334174.628749
  nChanged 50
		SP:Iteration 13Q (41355.220000 sec): 3 clusters
  Score: Raw -336799.549188 + Penalty 2596.276469 = -334203.272718
  nChanged 43
		SP:Iteration 14Q (41355.380000 sec): 3 clusters
  Score: Raw -336823.555400 + Penalty 2596.276469 = -334227.278930
  nChanged 33
		SP:Iteration 15Q (41355.560000 sec): 3 clusters
  Score: Raw -336835.999736 + Penalty 2596.276469 = -334239.723266
  nChanged 21
		SP:Iteration 16Q (41355.720000 sec): 3 clusters
  Score: Raw -336843.356934 + Penalty 2596.276469 = -334247.080465
  nChanged 13
		SP:Iteration 17Q (41355.940000 sec): 3 clusters
  Score: Raw -336848.939835 + Penalty 2596.276469 = -334252.663365
  nChanged 10
		SP:Iteration 18Q (41356.130000 sec): 3 clusters
  Score: Raw -336852.143609 + Penalty 2596.276469 = -334255.867140
  nChanged 9
		SP:Iteration 19Q (41356.320000 sec): 3 clusters
  Score: Raw -336855.090246 + Penalty 2596.276469 = -334258.813777
  nChanged 8
		SP:Iteration 20F (41356.500000 sec): 3 clusters
  Score: Raw -336859.653368 + Penalty 2596.276469 = -334263.376898
  nChanged 13
		SP:Iteration 21Q (41356.680000 sec): 3 clusters
  Score: Raw -336864.518914 + Penalty 2596.276469 = -334268.242445
  nChanged 13
		SP:Iteration 22Q (41356.850000 sec): 3 clusters
  Score: Raw -336870.153224 + Penalty 2596.276469 = -334273.876754
  nChanged 14
		SP:Iteration 23Q (41357.010000 sec): 3 clusters
  Score: Raw -336875.999990 + Penalty 2596.276469 = -334279.723520
  nChanged 15
		SP:Iteration 24Q (41357.180000 sec): 3 clusters
  Score: Raw -336881.091821 + Penalty 2596.276469 = -334284.815351
  nChanged 16
		SP:Iteration 25Q (41357.360000 sec): 3 clusters
  Score: Raw -336887.206234 + Penalty 2596.276469 = -334290.929765
  nChanged 10
		SP:Iteration 26Q (41357.580000 sec): 3 clusters
  Score: Raw -336890.367607 + Penalty 2596.276469 = -334294.091138
  nChanged 8
		SP:Iteration 27Q (41357.750000 sec): 3 clusters
  Score: Raw -336892.777921 + Penalty 2596.276469 = -334296.501452
  nChanged 6
		SP:Iteration 28Q (41357.920000 sec): 3 clusters
  Score: Raw -336895.147941 + Penalty 2596.276469 = -334298.871472
  nChanged 10
		SP:Iteration 29Q (41358.150000 sec): 3 clusters
  Score: Raw -336898.941004 + Penalty 2596.276469 = -334302.664535
  nChanged 10
		SP:Iteration 30Q (41358.310000 sec): 3 clusters
  Score: Raw -336902.822427 + Penalty 2596.276469 = -334306.545958
  nChanged 12
		SP:Iteration 31Q (41358.490000 sec): 3 clusters
  Score: Raw -336906.208439 + Penalty 2596.276469 = -334309.931970
  nChanged 9
		SP:Iteration 32Q (41358.700000 sec): 3 clusters
  Score: Raw -336910.235406 + Penalty 2596.276469 = -334313.958936
  nChanged 11
		SP:Iteration 33Q (41358.900000 sec): 3 clusters
  Score: Raw -336915.957069 + Penalty 2596.276469 = -334319.680600
  nChanged 14
		SP:Iteration 34Q (41359.110000 sec): 3 clusters
  Score: Raw -336922.768991 + Penalty 2596.276469 = -334326.492521
  nChanged 18
		SP:Iteration 35Q (41359.260000 sec): 3 clusters
  Score: Raw -336931.112433 + Penalty 2596.276469 = -334334.835964
  nChanged 15
		SP:Iteration 36Q (41359.480000 sec): 3 clusters
  Score: Raw -336937.147016 + Penalty 2596.276469 = -334340.870546
  nChanged 11
		SP:Iteration 37Q (41359.610000 sec): 3 clusters
  Score: Raw -336941.575938 + Penalty 2596.276469 = -334345.299469
  nChanged 11
		SP:Iteration 38Q (41359.780000 sec): 3 clusters
  Score: Raw -336945.936433 + Penalty 2596.276469 = -334349.659964
  nChanged 8
		SP:Iteration 39Q (41359.990000 sec): 3 clusters
  Score: Raw -336948.907403 + Penalty 2596.276469 = -334352.630934
  nChanged 4
		SP:Iteration 40F (41360.190000 sec): 3 clusters
  Score: Raw -336950.466693 + Penalty 2596.276469 = -334354.190223
  nChanged 4
		SP:Iteration 41Q (41360.390000 sec): 3 clusters
  Score: Raw -336952.016759 + Penalty 2596.276469 = -334355.740290
  nChanged 4
		SP:Iteration 42Q (41360.580000 sec): 3 clusters
  Score: Raw -336953.150124 + Penalty 2596.276469 = -334356.873654
  nChanged 3
		SP:Iteration 43Q (41360.740000 sec): 3 clusters
  Score: Raw -336954.162611 + Penalty 2596.276469 = -334357.886142
  nChanged 4
		SP:Iteration 44Q (41360.950000 sec): 3 clusters
  Score: Raw -336955.710824 + Penalty 2596.276469 = -334359.434355
  nChanged 4
		SP:Iteration 45Q (41361.110000 sec): 3 clusters
  Score: Raw -336957.343949 + Penalty 2596.276469 = -334361.067480
  nChanged 2
		SP:Iteration 46Q (41361.290000 sec): 3 clusters
  Score: Raw -336958.048260 + Penalty 2596.276469 = -334361.771791
  nChanged 2
		SP:Iteration 47Q (41361.450000 sec): 3 clusters
  Score: Raw -336958.591370 + Penalty 2596.276469 = -334362.314901
  nChanged 1
		SP:Iteration 48Q (41361.650000 sec): 3 clusters
  Score: Raw -336958.718234 + Penalty 2596.276469 = -334362.441764
  nChanged 1
		SP:Iteration 49Q (41361.800000 sec): 3 clusters
  Score: Raw -336958.819558 + Penalty 2596.276469 = -334362.543088
  nChanged 0
		SP:Iteration 50F (41362.030000 sec): 3 clusters
  Score: Raw -336958.819558 + Penalty 2596.276469 = -334362.543088
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41362.170000 sec): 2 clusters
  Score: Raw -1734018.663904 + Penalty 1555.040869 = -1732463.623035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41362.420000 sec): 3 clusters
  Score: Raw -1725682.630023 + Penalty 3110.081738 = -1722572.548285
  nChanged 6323
		SP:Iteration 1F (41362.710000 sec): 3 clusters
  Score: Raw -1728966.328922 + Penalty 3110.081738 = -1725856.247184
  nChanged 729
		SP:Iteration 2F (41362.950000 sec): 3 clusters
  Score: Raw -1729223.605364 + Penalty 3110.081738 = -1726113.523626
  nChanged 637
		SP:Iteration 3Q (41363.150000 sec): 3 clusters
  Score: Raw -1729431.723448 + Penalty 3110.081738 = -1726321.641710
  nChanged 551
		SP:Iteration 4Q (41363.410000 sec): 3 clusters
  Score: Raw -1729598.614230 + Penalty 3110.081738 = -1726488.532492
  nChanged 471
		SP:Iteration 5Q (41363.660000 sec): 3 clusters
  Score: Raw -1729732.638752 + Penalty 3110.081738 = -1726622.557014
  nChanged 419
		SP:Iteration 6Q (41363.900000 sec): 3 clusters
  Score: Raw -1729870.549081 + Penalty 3110.081738 = -1726760.467343
  nChanged 430
		SP:Iteration 7Q (41364.150000 sec): 3 clusters
  Score: Raw -1730009.644108 + Penalty 3110.081738 = -1726899.562370
  nChanged 445
		SP:Iteration 8Q (41364.390000 sec): 3 clusters
  Score: Raw -1730184.533936 + Penalty 3110.081738 = -1727074.452198
  nChanged 522
		SP:Iteration 9Q (41364.630000 sec): 3 clusters
  Score: Raw -1730416.156278 + Penalty 3110.081738 = -1727306.074540
  nChanged 589
		SP:Iteration 10Q (41364.860000 sec): 3 clusters
  Score: Raw -1730724.352129 + Penalty 3110.081738 = -1727614.270391
  nChanged 664
		SP:Iteration 11Q (41365.070000 sec): 3 clusters
  Score: Raw -1731098.402012 + Penalty 3110.081738 = -1727988.320274
  nChanged 674
		SP:Iteration 12Q (41365.320000 sec): 3 clusters
  Score: Raw -1731480.035693 + Penalty 3110.081738 = -1728369.953955
  nChanged 633
		SP:Iteration 13Q (41365.530000 sec): 3 clusters
  Score: Raw -1731889.388263 + Penalty 3110.081738 = -1728779.306525
  nChanged 599
		SP:Iteration 14Q (41365.760000 sec): 3 clusters
  Score: Raw -1732266.315715 + Penalty 3110.081738 = -1729156.233977
  nChanged 527
		SP:Iteration 15Q (41366.030000 sec): 3 clusters
  Score: Raw -1732602.559940 + Penalty 3110.081738 = -1729492.478202
  nChanged 474
		SP:Iteration 16Q (41366.240000 sec): 3 clusters
  Score: Raw -1732893.430124 + Penalty 3110.081738 = -1729783.348386
  nChanged 420
		SP:Iteration 17Q (41366.480000 sec): 3 clusters
  Score: Raw -1733144.003685 + Penalty 3110.081738 = -1730033.921947
  nChanged 340
		SP:Iteration 18Q (41366.730000 sec): 3 clusters
  Score: Raw -1733324.923159 + Penalty 3110.081738 = -1730214.841421
  nChanged 263
		SP:Iteration 19Q (41366.920000 sec): 3 clusters
  Score: Raw -1733444.494494 + Penalty 3110.081738 = -1730334.412756
  nChanged 210
		SP:Iteration 20F (41367.150000 sec): 3 clusters
  Score: Raw -1733538.722622 + Penalty 3110.081738 = -1730428.640884
  nChanged 165
		SP:Iteration 21Q (41367.420000 sec): 3 clusters
  Score: Raw -1733597.481865 + Penalty 3110.081738 = -1730487.400128
  nChanged 143
		SP:Iteration 22Q (41367.630000 sec): 3 clusters
  Score: Raw -1733646.418659 + Penalty 3110.081738 = -1730536.336921
  nChanged 116
		SP:Iteration 23Q (41367.860000 sec): 3 clusters
  Score: Raw -1733677.678489 + Penalty 3110.081738 = -1730567.596751
  nChanged 92
		SP:Iteration 24Q (41368.100000 sec): 3 clusters
  Score: Raw -1733702.540654 + Penalty 3110.081738 = -1730592.458916
  nChanged 66
		SP:Iteration 25Q (41368.310000 sec): 3 clusters
  Score: Raw -1733718.770174 + Penalty 3110.081738 = -1730608.688436
  nChanged 73
		SP:Iteration 26Q (41368.570000 sec): 3 clusters
  Score: Raw -1733733.988479 + Penalty 3110.081738 = -1730623.906741
  nChanged 44
		SP:Iteration 27Q (41368.790000 sec): 3 clusters
  Score: Raw -1733741.931487 + Penalty 3110.081738 = -1730631.849749
  nChanged 38
		SP:Iteration 28Q (41369.000000 sec): 3 clusters
  Score: Raw -1733749.905652 + Penalty 3110.081738 = -1730639.823914
  nChanged 38
		SP:Iteration 29Q (41369.230000 sec): 3 clusters
  Score: Raw -1733756.062937 + Penalty 3110.081738 = -1730645.981199
  nChanged 35
		SP:Iteration 30Q (41369.490000 sec): 3 clusters
  Score: Raw -1733762.914150 + Penalty 3110.081738 = -1730652.832412
  nChanged 30
		SP:Iteration 31Q (41369.730000 sec): 3 clusters
  Score: Raw -1733768.426894 + Penalty 3110.081738 = -1730658.345156
  nChanged 29
		SP:Iteration 32Q (41369.930000 sec): 3 clusters
  Score: Raw -1733773.244803 + Penalty 3110.081738 = -1730663.163065
  nChanged 29
		SP:Iteration 33Q (41370.170000 sec): 3 clusters
  Score: Raw -1733777.203898 + Penalty 3110.081738 = -1730667.122160
  nChanged 22
		SP:Iteration 34Q (41370.390000 sec): 3 clusters
  Score: Raw -1733780.448261 + Penalty 3110.081738 = -1730670.366523
  nChanged 35
		SP:Iteration 35Q (41370.600000 sec): 3 clusters
  Score: Raw -1733786.543953 + Penalty 3110.081738 = -1730676.462215
  nChanged 29
		SP:Iteration 36Q (41370.820000 sec): 3 clusters
  Score: Raw -1733791.610974 + Penalty 3110.081738 = -1730681.529236
  nChanged 26
		SP:Iteration 37Q (41371.090000 sec): 3 clusters
  Score: Raw -1733795.375980 + Penalty 3110.081738 = -1730685.294242
  nChanged 26
		SP:Iteration 38Q (41371.290000 sec): 3 clusters
  Score: Raw -1733799.452025 + Penalty 3110.081738 = -1730689.370287
  nChanged 19
		SP:Iteration 39Q (41371.500000 sec): 3 clusters
  Score: Raw -1733802.722595 + Penalty 3110.081738 = -1730692.640857
  nChanged 25
		SP:Iteration 40F (41371.780000 sec): 3 clusters
  Score: Raw -1733806.937615 + Penalty 3110.081738 = -1730696.855877
  nChanged 22
		SP:Iteration 41Q (41372.020000 sec): 3 clusters
  Score: Raw -1733810.782930 + Penalty 3110.081738 = -1730700.701192
  nChanged 20
		SP:Iteration 42Q (41372.270000 sec): 3 clusters
  Score: Raw -1733813.775407 + Penalty 3110.081738 = -1730703.693669
  nChanged 15
		SP:Iteration 43Q (41372.490000 sec): 3 clusters
  Score: Raw -1733815.896081 + Penalty 3110.081738 = -1730705.814343
  nChanged 13
		SP:Iteration 44Q (41372.710000 sec): 3 clusters
  Score: Raw -1733818.298478 + Penalty 3110.081738 = -1730708.216740
  nChanged 12
		SP:Iteration 45Q (41372.940000 sec): 3 clusters
  Score: Raw -1733820.150448 + Penalty 3110.081738 = -1730710.068710
  nChanged 9
		SP:Iteration 46Q (41373.170000 sec): 3 clusters
  Score: Raw -1733821.155716 + Penalty 3110.081738 = -1730711.073978
  nChanged 7
		SP:Iteration 47Q (41373.420000 sec): 3 clusters
  Score: Raw -1733822.148545 + Penalty 3110.081738 = -1730712.066807
  nChanged 8
		SP:Iteration 48Q (41373.680000 sec): 3 clusters
  Score: Raw -1733823.404824 + Penalty 3110.081738 = -1730713.323086
  nChanged 11
		SP:Iteration 49Q (41373.880000 sec): 3 clusters
  Score: Raw -1733824.605031 + Penalty 3110.081738 = -1730714.523293
  nChanged 8
		SP:Iteration 50Q (41374.130000 sec): 3 clusters
  Score: Raw -1733826.403312 + Penalty 3110.081738 = -1730716.321574
  nChanged 15
		SP:Iteration 51Q (41374.360000 sec): 3 clusters
  Score: Raw -1733829.051451 + Penalty 3110.081738 = -1730718.969713
  nChanged 14
		SP:Iteration 52Q (41374.600000 sec): 3 clusters
  Score: Raw -1733831.941901 + Penalty 3110.081738 = -1730721.860163
  nChanged 15
		SP:Iteration 53Q (41374.830000 sec): 3 clusters
  Score: Raw -1733835.408614 + Penalty 3110.081738 = -1730725.326876
  nChanged 22
		SP:Iteration 54Q (41375.060000 sec): 3 clusters
  Score: Raw -1733838.724916 + Penalty 3110.081738 = -1730728.643178
  nChanged 19
		SP:Iteration 55Q (41375.280000 sec): 3 clusters
  Score: Raw -1733841.751572 + Penalty 3110.081738 = -1730731.669834
  nChanged 16
		SP:Iteration 56Q (41375.500000 sec): 3 clusters
  Score: Raw -1733845.087842 + Penalty 3110.081738 = -1730735.006104
  nChanged 14
		SP:Iteration 57Q (41375.760000 sec): 3 clusters
  Score: Raw -1733848.121722 + Penalty 3110.081738 = -1730738.039984
  nChanged 14
		SP:Iteration 58Q (41375.980000 sec): 3 clusters
  Score: Raw -1733849.990954 + Penalty 3110.081738 = -1730739.909216
  nChanged 19
		SP:Iteration 59Q (41376.200000 sec): 3 clusters
  Score: Raw -1733852.733370 + Penalty 3110.081738 = -1730742.651632
  nChanged 12
		SP:Iteration 60F (41376.470000 sec): 3 clusters
  Score: Raw -1733854.103787 + Penalty 3110.081738 = -1730744.022049
  nChanged 11
		SP:Iteration 61Q (41376.680000 sec): 3 clusters
  Score: Raw -1733855.319679 + Penalty 3110.081738 = -1730745.237941
  nChanged 6
		SP:Iteration 62Q (41376.930000 sec): 3 clusters
  Score: Raw -1733856.144079 + Penalty 3110.081738 = -1730746.062341
  nChanged 2
		SP:Iteration 63Q (41377.140000 sec): 3 clusters
  Score: Raw -1733856.479513 + Penalty 3110.081738 = -1730746.397775
  nChanged 2
		SP:Iteration 64Q (41377.390000 sec): 3 clusters
  Score: Raw -1733856.805356 + Penalty 3110.081738 = -1730746.723618
  nChanged 1
		SP:Iteration 65Q (41377.650000 sec): 3 clusters
  Score: Raw -1733856.946643 + Penalty 3110.081738 = -1730746.864905
  nChanged 2
		SP:Iteration 66Q (41377.820000 sec): 3 clusters
  Score: Raw -1733857.224131 + Penalty 3110.081738 = -1730747.142393
  nChanged 2
		SP:Iteration 67Q (41378.060000 sec): 3 clusters
  Score: Raw -1733857.731245 + Penalty 3110.081738 = -1730747.649507
  nChanged 4
		SP:Iteration 68Q (41378.260000 sec): 3 clusters
  Score: Raw -1733858.484963 + Penalty 3110.081738 = -1730748.403225
  nChanged 5
		SP:Iteration 69Q (41378.470000 sec): 3 clusters
  Score: Raw -1733859.723602 + Penalty 3110.081738 = -1730749.641864
  nChanged 9
		SP:Iteration 70Q (41378.680000 sec): 3 clusters
  Score: Raw -1733861.208144 + Penalty 3110.081738 = -1730751.126406
  nChanged 9
		SP:Iteration 71Q (41378.920000 sec): 3 clusters
  Score: Raw -1733862.342627 + Penalty 3110.081738 = -1730752.260889
  nChanged 4
		SP:Iteration 72Q (41379.160000 sec): 3 clusters
  Score: Raw -1733862.775684 + Penalty 3110.081738 = -1730752.693947
  nChanged 2
		SP:Iteration 73Q (41379.420000 sec): 3 clusters
  Score: Raw -1733862.925967 + Penalty 3110.081738 = -1730752.844229
  nChanged 2
		SP:Iteration 74Q (41379.620000 sec): 3 clusters
  Score: Raw -1733863.183385 + Penalty 3110.081738 = -1730753.101647
  nChanged 3
		SP:Iteration 75Q (41379.880000 sec): 3 clusters
  Score: Raw -1733863.551230 + Penalty 3110.081738 = -1730753.469492
  nChanged 5
		SP:Iteration 76Q (41380.100000 sec): 3 clusters
  Score: Raw -1733864.103081 + Penalty 3110.081738 = -1730754.021343
  nChanged 3
		SP:Iteration 77Q (41380.330000 sec): 3 clusters
  Score: Raw -1733864.354179 + Penalty 3110.081738 = -1730754.272441
  nChanged 1
		SP:Iteration 78Q (41380.570000 sec): 3 clusters
  Score: Raw -1733864.429645 + Penalty 3110.081738 = -1730754.347907
  nChanged 2
		SP:Iteration 79Q (41380.820000 sec): 3 clusters
  Score: Raw -1733864.620186 + Penalty 3110.081738 = -1730754.538448
  nChanged 3
		SP:Iteration 80F (41381.050000 sec): 3 clusters
  Score: Raw -1733865.005163 + Penalty 3110.081738 = -1730754.923425
  nChanged 3
		SP:Iteration 81Q (41381.270000 sec): 3 clusters
  Score: Raw -1733865.451941 + Penalty 3110.081738 = -1730755.370203
  nChanged 4
		SP:Iteration 82Q (41381.530000 sec): 3 clusters
  Score: Raw -1733865.807492 + Penalty 3110.081738 = -1730755.725754
  nChanged 2
		SP:Iteration 83Q (41381.730000 sec): 3 clusters
  Score: Raw -1733866.062987 + Penalty 3110.081738 = -1730755.981249
  nChanged 2
		SP:Iteration 84Q (41381.940000 sec): 3 clusters
  Score: Raw -1733866.262329 + Penalty 3110.081738 = -1730756.180591
  nChanged 3
		SP:Iteration 85Q (41382.200000 sec): 3 clusters
  Score: Raw -1733866.454757 + Penalty 3110.081738 = -1730756.373020
  nChanged 3
		SP:Iteration 86Q (41382.420000 sec): 3 clusters
  Score: Raw -1733866.815999 + Penalty 3110.081738 = -1730756.734261
  nChanged 1
		SP:Iteration 87Q (41382.630000 sec): 3 clusters
  Score: Raw -1733866.921638 + Penalty 3110.081738 = -1730756.839900
  nChanged 0
		SP:Iteration 88F (41382.870000 sec): 3 clusters
  Score: Raw -1733866.921638 + Penalty 3110.081738 = -1730756.839900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41383.230000 sec): 2 clusters
  Score: Raw -6080396.540927 + Penalty 1765.335612 = -6078631.205316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41383.670000 sec): 3 clusters
  Score: Raw -6047426.466095 + Penalty 3530.671223 = -6043895.794872
  nChanged 24470
		SP:Iteration 1F (41384.050000 sec): 3 clusters
  Score: Raw -6061914.687670 + Penalty 3530.671223 = -6058384.016447
  nChanged 2680
		SP:Iteration 2F (41384.480000 sec): 3 clusters
  Score: Raw -6063132.000738 + Penalty 3530.671223 = -6059601.329515
  nChanged 2937
		SP:Iteration 3F (41384.880000 sec): 3 clusters
  Score: Raw -6064657.774264 + Penalty 3530.671223 = -6061127.103041
  nChanged 3173
		SP:Iteration 4F (41385.250000 sec): 3 clusters
  Score: Raw -6066426.596577 + Penalty 3530.671223 = -6062895.925354
  nChanged 3236
		SP:Iteration 5F (41385.640000 sec): 3 clusters
  Score: Raw -6068263.576933 + Penalty 3530.671223 = -6064732.905710
  nChanged 3054
		SP:Iteration 6F (41386.020000 sec): 3 clusters
  Score: Raw -6069828.648848 + Penalty 3530.671223 = -6066297.977625
  nChanged 2642
		SP:Iteration 7F (41386.430000 sec): 3 clusters
  Score: Raw -6071043.811865 + Penalty 3530.671223 = -6067513.140642
  nChanged 2194
		SP:Iteration 8Q (41386.810000 sec): 3 clusters
  Score: Raw -6071891.898370 + Penalty 3530.671223 = -6068361.227147
  nChanged 1723
		SP:Iteration 9Q (41387.220000 sec): 3 clusters
  Score: Raw -6072468.669711 + Penalty 3530.671223 = -6068937.998488
  nChanged 1460
		SP:Iteration 10Q (41387.650000 sec): 3 clusters
  Score: Raw -6072919.535659 + Penalty 3530.671223 = -6069388.864436
  nChanged 1240
		SP:Iteration 11Q (41388.070000 sec): 3 clusters
  Score: Raw -6073290.771800 + Penalty 3530.671223 = -6069760.100577
  nChanged 1133
		SP:Iteration 12Q (41388.530000 sec): 3 clusters
  Score: Raw -6073638.947091 + Penalty 3530.671223 = -6070108.275867
  nChanged 1089
		SP:Iteration 13Q (41389.000000 sec): 3 clusters
  Score: Raw -6073977.908198 + Penalty 3530.671223 = -6070447.236975
  nChanged 1027
		SP:Iteration 14Q (41389.440000 sec): 3 clusters
  Score: Raw -6074306.051073 + Penalty 3530.671223 = -6070775.379850
  nChanged 1009
		SP:Iteration 15Q (41389.890000 sec): 3 clusters
  Score: Raw -6074620.188483 + Penalty 3530.671223 = -6071089.517260
  nChanged 925
		SP:Iteration 16Q (41390.320000 sec): 3 clusters
  Score: Raw -6074920.949711 + Penalty 3530.671223 = -6071390.278487
  nChanged 929
		SP:Iteration 17Q (41390.770000 sec): 3 clusters
  Score: Raw -6075225.418208 + Penalty 3530.671223 = -6071694.746985
  nChanged 873
		SP:Iteration 18Q (41391.190000 sec): 3 clusters
  Score: Raw -6075479.721959 + Penalty 3530.671223 = -6071949.050736
  nChanged 786
		SP:Iteration 19Q (41391.600000 sec): 3 clusters
  Score: Raw -6075714.928711 + Penalty 3530.671223 = -6072184.257488
  nChanged 782
		SP:Iteration 20F (41391.980000 sec): 3 clusters
  Score: Raw -6075958.795216 + Penalty 3530.671223 = -6072428.123993
  nChanged 748
		SP:Iteration 21Q (41392.380000 sec): 3 clusters
  Score: Raw -6076192.800832 + Penalty 3530.671223 = -6072662.129609
  nChanged 711
		SP:Iteration 22Q (41392.760000 sec): 3 clusters
  Score: Raw -6076405.521609 + Penalty 3530.671223 = -6072874.850386
  nChanged 690
		SP:Iteration 23Q (41393.110000 sec): 3 clusters
  Score: Raw -6076609.645499 + Penalty 3530.671223 = -6073078.974276
  nChanged 663
		SP:Iteration 24Q (41393.510000 sec): 3 clusters
  Score: Raw -6076789.340279 + Penalty 3530.671223 = -6073258.669055
  nChanged 613
		SP:Iteration 25Q (41393.900000 sec): 3 clusters
  Score: Raw -6076949.933309 + Penalty 3530.671223 = -6073419.262086
  nChanged 626
		SP:Iteration 26Q (41394.280000 sec): 3 clusters
  Score: Raw -6077109.980332 + Penalty 3530.671223 = -6073579.309109
  nChanged 598
		SP:Iteration 27Q (41394.640000 sec): 3 clusters
  Score: Raw -6077268.897021 + Penalty 3530.671223 = -6073738.225797
  nChanged 625
		SP:Iteration 28Q (41395.050000 sec): 3 clusters
  Score: Raw -6077465.582111 + Penalty 3530.671223 = -6073934.910888
  nChanged 699
		SP:Iteration 29Q (41395.430000 sec): 3 clusters
  Score: Raw -6077699.059903 + Penalty 3530.671223 = -6074168.388679
  nChanged 722
		SP:Iteration 30Q (41395.820000 sec): 3 clusters
  Score: Raw -6077960.996471 + Penalty 3530.671223 = -6074430.325248
  nChanged 681
		SP:Iteration 31Q (41396.240000 sec): 3 clusters
  Score: Raw -6078233.474409 + Penalty 3530.671223 = -6074702.803185
  nChanged 753
		SP:Iteration 32Q (41396.680000 sec): 3 clusters
  Score: Raw -6078575.481820 + Penalty 3530.671223 = -6075044.810597
  nChanged 804
		SP:Iteration 33Q (41397.100000 sec): 3 clusters
  Score: Raw -6078970.281097 + Penalty 3530.671223 = -6075439.609873
  nChanged 756
		SP:Iteration 34Q (41397.480000 sec): 3 clusters
  Score: Raw -6079317.889751 + Penalty 3530.671223 = -6075787.218528
  nChanged 707
		SP:Iteration 35Q (41397.890000 sec): 3 clusters
  Score: Raw -6079658.528626 + Penalty 3530.671223 = -6076127.857402
  nChanged 663
		SP:Iteration 36Q (41398.280000 sec): 3 clusters
  Score: Raw -6079973.482369 + Penalty 3530.671223 = -6076442.811145
  nChanged 582
		SP:Iteration 37Q (41398.710000 sec): 3 clusters
  Score: Raw -6080258.709769 + Penalty 3530.671223 = -6076728.038546
  nChanged 501
		SP:Iteration 38Q (41399.150000 sec): 3 clusters
  Score: Raw -6080520.685659 + Penalty 3530.671223 = -6076990.014436
  nChanged 424
		SP:Iteration 39Q (41399.600000 sec): 3 clusters
  Score: Raw -6080733.372339 + Penalty 3530.671223 = -6077202.701115
  nChanged 349
		SP:Iteration 40F (41400.050000 sec): 3 clusters
  Score: Raw -6080884.067332 + Penalty 3530.671223 = -6077353.396109
  nChanged 281
		SP:Iteration 41Q (41400.470000 sec): 3 clusters
  Score: Raw -6080977.141689 + Penalty 3530.671223 = -6077446.470466
  nChanged 230
		SP:Iteration 42Q (41400.860000 sec): 3 clusters
  Score: Raw -6081044.605821 + Penalty 3530.671223 = -6077513.934598
  nChanged 192
		SP:Iteration 43Q (41401.260000 sec): 3 clusters
  Score: Raw -6081097.401897 + Penalty 3530.671223 = -6077566.730674
  nChanged 147
		SP:Iteration 44Q (41401.670000 sec): 3 clusters
  Score: Raw -6081129.954770 + Penalty 3530.671223 = -6077599.283546
  nChanged 123
		SP:Iteration 45Q (41402.040000 sec): 3 clusters
  Score: Raw -6081153.779910 + Penalty 3530.671223 = -6077623.108687
  nChanged 108
		SP:Iteration 46Q (41402.410000 sec): 3 clusters
  Score: Raw -6081172.117069 + Penalty 3530.671223 = -6077641.445845
  nChanged 87
		SP:Iteration 47Q (41402.800000 sec): 3 clusters
  Score: Raw -6081185.130526 + Penalty 3530.671223 = -6077654.459303
  nChanged 78
		SP:Iteration 48Q (41403.190000 sec): 3 clusters
  Score: Raw -6081195.249825 + Penalty 3530.671223 = -6077664.578602
  nChanged 57
		SP:Iteration 49Q (41403.600000 sec): 3 clusters
  Score: Raw -6081203.320119 + Penalty 3530.671223 = -6077672.648896
  nChanged 55
		SP:Iteration 50Q (41404.000000 sec): 3 clusters
  Score: Raw -6081211.114314 + Penalty 3530.671223 = -6077680.443091
  nChanged 51
		SP:Iteration 51Q (41404.360000 sec): 3 clusters
  Score: Raw -6081217.846533 + Penalty 3530.671223 = -6077687.175310
  nChanged 44
		SP:Iteration 52Q (41404.760000 sec): 3 clusters
  Score: Raw -6081223.248699 + Penalty 3530.671223 = -6077692.577476
  nChanged 42
		SP:Iteration 53Q (41405.150000 sec): 3 clusters
  Score: Raw -6081228.758103 + Penalty 3530.671223 = -6077698.086879
  nChanged 49
		SP:Iteration 54Q (41405.520000 sec): 3 clusters
  Score: Raw -6081234.885613 + Penalty 3530.671223 = -6077704.214390
  nChanged 36
		SP:Iteration 55Q (41405.900000 sec): 3 clusters
  Score: Raw -6081239.020476 + Penalty 3530.671223 = -6077708.349253
  nChanged 41
		SP:Iteration 56Q (41406.290000 sec): 3 clusters
  Score: Raw -6081244.389754 + Penalty 3530.671223 = -6077713.718531
  nChanged 38
		SP:Iteration 57Q (41406.680000 sec): 3 clusters
  Score: Raw -6081249.135403 + Penalty 3530.671223 = -6077718.464180
  nChanged 35
		SP:Iteration 58Q (41407.080000 sec): 3 clusters
  Score: Raw -6081253.551625 + Penalty 3530.671223 = -6077722.880402
  nChanged 25
		SP:Iteration 59Q (41407.470000 sec): 3 clusters
  Score: Raw -6081256.189647 + Penalty 3530.671223 = -6077725.518424
  nChanged 23
		SP:Iteration 60F (41407.880000 sec): 3 clusters
  Score: Raw -6081259.189827 + Penalty 3530.671223 = -6077728.518603
  nChanged 23
		SP:Iteration 61Q (41408.280000 sec): 3 clusters
  Score: Raw -6081262.736079 + Penalty 3530.671223 = -6077732.064855
  nChanged 31
		SP:Iteration 62Q (41408.670000 sec): 3 clusters
  Score: Raw -6081266.850324 + Penalty 3530.671223 = -6077736.179101
  nChanged 38
		SP:Iteration 63Q (41409.050000 sec): 3 clusters
  Score: Raw -6081271.805664 + Penalty 3530.671223 = -6077741.134440
  nChanged 35
		SP:Iteration 64Q (41409.460000 sec): 3 clusters
  Score: Raw -6081276.658678 + Penalty 3530.671223 = -6077745.987455
  nChanged 27
		SP:Iteration 65Q (41409.840000 sec): 3 clusters
  Score: Raw -6081280.125203 + Penalty 3530.671223 = -6077749.453980
  nChanged 26
		SP:Iteration 66Q (41410.230000 sec): 3 clusters
  Score: Raw -6081282.853740 + Penalty 3530.671223 = -6077752.182516
  nChanged 22
		SP:Iteration 67Q (41410.590000 sec): 3 clusters
  Score: Raw -6081285.430803 + Penalty 3530.671223 = -6077754.759580
  nChanged 17
		SP:Iteration 68Q (41410.970000 sec): 3 clusters
  Score: Raw -6081286.583135 + Penalty 3530.671223 = -6077755.911912
  nChanged 9
		SP:Iteration 69Q (41411.340000 sec): 3 clusters
  Score: Raw -6081287.332140 + Penalty 3530.671223 = -6077756.660916
  nChanged 10
		SP:Iteration 70Q (41411.700000 sec): 3 clusters
  Score: Raw -6081288.278213 + Penalty 3530.671223 = -6077757.606989
  nChanged 12
		SP:Iteration 71Q (41412.040000 sec): 3 clusters
  Score: Raw -6081289.189039 + Penalty 3530.671223 = -6077758.517816
  nChanged 8
		SP:Iteration 72Q (41412.450000 sec): 3 clusters
  Score: Raw -6081289.961421 + Penalty 3530.671223 = -6077759.290197
  nChanged 10
		SP:Iteration 73Q (41412.830000 sec): 3 clusters
  Score: Raw -6081290.702226 + Penalty 3530.671223 = -6077760.031002
  nChanged 6
		SP:Iteration 74Q (41413.190000 sec): 3 clusters
  Score: Raw -6081291.237230 + Penalty 3530.671223 = -6077760.566007
  nChanged 7
		SP:Iteration 75Q (41413.570000 sec): 3 clusters
  Score: Raw -6081292.253188 + Penalty 3530.671223 = -6077761.581964
  nChanged 10
		SP:Iteration 76Q (41413.950000 sec): 3 clusters
  Score: Raw -6081293.237567 + Penalty 3530.671223 = -6077762.566344
  nChanged 8
		SP:Iteration 77Q (41414.350000 sec): 3 clusters
  Score: Raw -6081293.870226 + Penalty 3530.671223 = -6077763.199003
  nChanged 3
		SP:Iteration 78Q (41414.700000 sec): 3 clusters
  Score: Raw -6081294.209422 + Penalty 3530.671223 = -6077763.538199
  nChanged 7
		SP:Iteration 79Q (41415.070000 sec): 3 clusters
  Score: Raw -6081294.983233 + Penalty 3530.671223 = -6077764.312009
  nChanged 9
		SP:Iteration 80F (41415.460000 sec): 3 clusters
  Score: Raw -6081295.901464 + Penalty 3530.671223 = -6077765.230241
  nChanged 6
		SP:Iteration 81Q (41415.830000 sec): 3 clusters
  Score: Raw -6081296.261313 + Penalty 3530.671223 = -6077765.590089
  nChanged 5
		SP:Iteration 82Q (41416.240000 sec): 3 clusters
  Score: Raw -6081296.584590 + Penalty 3530.671223 = -6077765.913366
  nChanged 4
		SP:Iteration 83Q (41416.640000 sec): 3 clusters
  Score: Raw -6081296.888991 + Penalty 3530.671223 = -6077766.217767
  nChanged 2
		SP:Iteration 84Q (41417.050000 sec): 3 clusters
  Score: Raw -6081297.095149 + Penalty 3530.671223 = -6077766.423926
  nChanged 0
		SP:Iteration 85F (41417.470000 sec): 3 clusters
  Score: Raw -6081297.095149 + Penalty 3530.671223 = -6077766.423926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41417.590000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41417.780000 sec): 3 clusters
  Score: Raw -141437.601417 + Penalty 2311.506420 = -139126.094998
  nChanged 381
		SP:Iteration 1F (41417.990000 sec): 3 clusters
  Score: Raw -141762.177580 + Penalty 2311.506420 = -139450.671161
  nChanged 103
		SP:Iteration 2F (41418.160000 sec): 3 clusters
  Score: Raw -141867.916106 + Penalty 2311.506420 = -139556.409687
  nChanged 54
		SP:Iteration 3Q (41418.370000 sec): 3 clusters
  Score: Raw -141923.599371 + Penalty 2311.506420 = -139612.092951
  nChanged 41
		SP:Iteration 4Q (41418.500000 sec): 3 clusters
  Score: Raw -141964.203277 + Penalty 2311.506420 = -139652.696858
  nChanged 22
		SP:Iteration 5Q (41418.670000 sec): 3 clusters
  Score: Raw -141978.520611 + Penalty 2311.506420 = -139667.014192
  nChanged 12
		SP:Iteration 6Q (41418.840000 sec): 3 clusters
  Score: Raw -141986.079722 + Penalty 2311.506420 = -139674.573303
  nChanged 6
		SP:Iteration 7Q (41419.010000 sec): 3 clusters
  Score: Raw -141991.776528 + Penalty 2311.506420 = -139680.270108
  nChanged 9
		SP:Iteration 8Q (41419.170000 sec): 3 clusters
  Score: Raw -141999.834922 + Penalty 2311.506420 = -139688.328503
  nChanged 5
		SP:Iteration 9Q (41419.350000 sec): 3 clusters
  Score: Raw -142002.569530 + Penalty 2311.506420 = -139691.063111
  nChanged 7
		SP:Iteration 10Q (41419.550000 sec): 3 clusters
  Score: Raw -142008.211604 + Penalty 2311.506420 = -139696.705184
  nChanged 7
		SP:Iteration 11Q (41419.740000 sec): 3 clusters
  Score: Raw -142017.810902 + Penalty 2311.506420 = -139706.304483
  nChanged 8
		SP:Iteration 12Q (41419.910000 sec): 3 clusters
  Score: Raw -142023.010018 + Penalty 2311.506420 = -139711.503598
  nChanged 2
		SP:Iteration 13Q (41420.090000 sec): 3 clusters
  Score: Raw -142024.597957 + Penalty 2311.506420 = -139713.091538
  nChanged 1
		SP:Iteration 14Q (41420.270000 sec): 3 clusters
  Score: Raw -142025.022695 + Penalty 2311.506420 = -139713.516276
  nChanged 0
		SP:Iteration 15F (41420.460000 sec): 3 clusters
  Score: Raw -142025.022695 + Penalty 2311.506420 = -139713.516276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41421.350000 sec): 2 clusters
  Score: Raw -19265343.879190 + Penalty 1943.358522 = -19263400.520669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41422.150000 sec): 3 clusters
  Score: Raw -19163008.928951 + Penalty 3886.717043 = -19159122.211908
  nChanged 74862
		SP:Iteration 1F (41422.970000 sec): 3 clusters
  Score: Raw -19206796.535580 + Penalty 3886.717043 = -19202909.818536
  nChanged 4996
		SP:Iteration 2Q (41423.870000 sec): 3 clusters
  Score: Raw -19208093.776300 + Penalty 3886.717043 = -19204207.059256
  nChanged 6463
		SP:Iteration 3Q (41424.730000 sec): 3 clusters
  Score: Raw -19210387.067922 + Penalty 3886.717043 = -19206500.350879
  nChanged 8420
		SP:Iteration 4F (41425.540000 sec): 3 clusters
  Score: Raw -19214524.085198 + Penalty 3886.717043 = -19210637.368155
  nChanged 10775
		SP:Iteration 5F (41426.430000 sec): 3 clusters
  Score: Raw -19221282.263205 + Penalty 3886.717043 = -19217395.546161
  nChanged 12328
		SP:Iteration 6F (41427.350000 sec): 3 clusters
  Score: Raw -19230559.525768 + Penalty 3886.717043 = -19226672.808724
  nChanged 12381
		SP:Iteration 7F (41428.250000 sec): 3 clusters
  Score: Raw -19240940.657626 + Penalty 3886.717043 = -19237053.940582
  nChanged 10572
		SP:Iteration 8F (41429.150000 sec): 3 clusters
  Score: Raw -19250441.979431 + Penalty 3886.717043 = -19246555.262387
  nChanged 7781
		SP:Iteration 9Q (41430.110000 sec): 3 clusters
  Score: Raw -19257918.334434 + Penalty 3886.717043 = -19254031.617391
  nChanged 4619
		SP:Iteration 10Q (41431.090000 sec): 3 clusters
  Score: Raw -19262477.516268 + Penalty 3886.717043 = -19258590.799224
  nChanged 2046
		SP:Iteration 11Q (41432.010000 sec): 3 clusters
  Score: Raw -19264490.285888 + Penalty 3886.717043 = -19260603.568845
  nChanged 726
		SP:Iteration 12Q (41432.930000 sec): 3 clusters
  Score: Raw -19265270.422724 + Penalty 3886.717043 = -19261383.705681
  nChanged 406
		SP:Iteration 13Q (41433.800000 sec): 3 clusters
  Score: Raw -19265623.346752 + Penalty 3886.717043 = -19261736.629709
  nChanged 306
		SP:Iteration 14Q (41434.700000 sec): 3 clusters
  Score: Raw -19265815.867955 + Penalty 3886.717043 = -19261929.150912
  nChanged 197
		SP:Iteration 15Q (41435.530000 sec): 3 clusters
  Score: Raw -19265928.684329 + Penalty 3886.717043 = -19262041.967285
  nChanged 171
		SP:Iteration 16Q (41436.340000 sec): 3 clusters
  Score: Raw -19265994.688257 + Penalty 3886.717043 = -19262107.971214
  nChanged 103
		SP:Iteration 17Q (41437.090000 sec): 3 clusters
  Score: Raw -19266024.545632 + Penalty 3886.717043 = -19262137.828588
  nChanged 62
		SP:Iteration 18Q (41437.880000 sec): 3 clusters
  Score: Raw -19266041.662334 + Penalty 3886.717043 = -19262154.945290
  nChanged 52
		SP:Iteration 19Q (41438.650000 sec): 3 clusters
  Score: Raw -19266055.734476 + Penalty 3886.717043 = -19262169.017432
  nChanged 44
		SP:Iteration 20F (41439.510000 sec): 3 clusters
  Score: Raw -19266064.999372 + Penalty 3886.717043 = -19262178.282328
  nChanged 36
		SP:Iteration 21Q (41440.360000 sec): 3 clusters
  Score: Raw -19266073.531293 + Penalty 3886.717043 = -19262186.814249
  nChanged 41
		SP:Iteration 22Q (41441.230000 sec): 3 clusters
  Score: Raw -19266081.208247 + Penalty 3886.717043 = -19262194.491204
  nChanged 30
		SP:Iteration 23Q (41442.110000 sec): 3 clusters
  Score: Raw -19266087.099623 + Penalty 3886.717043 = -19262200.382579
  nChanged 28
		SP:Iteration 24Q (41443.050000 sec): 3 clusters
  Score: Raw -19266092.640360 + Penalty 3886.717043 = -19262205.923316
  nChanged 27
		SP:Iteration 25Q (41443.910000 sec): 3 clusters
  Score: Raw -19266097.672720 + Penalty 3886.717043 = -19262210.955676
  nChanged 23
		SP:Iteration 26Q (41444.730000 sec): 3 clusters
  Score: Raw -19266102.139239 + Penalty 3886.717043 = -19262215.422195
  nChanged 15
		SP:Iteration 27Q (41445.590000 sec): 3 clusters
  Score: Raw -19266105.070729 + Penalty 3886.717043 = -19262218.353685
  nChanged 16
		SP:Iteration 28Q (41446.520000 sec): 3 clusters
  Score: Raw -19266107.407972 + Penalty 3886.717043 = -19262220.690929
  nChanged 13
		SP:Iteration 29Q (41447.370000 sec): 3 clusters
  Score: Raw -19266109.597985 + Penalty 3886.717043 = -19262222.880942
  nChanged 5
		SP:Iteration 30Q (41448.220000 sec): 3 clusters
  Score: Raw -19266110.671096 + Penalty 3886.717043 = -19262223.954053
  nChanged 5
		SP:Iteration 31Q (41448.990000 sec): 3 clusters
  Score: Raw -19266111.662080 + Penalty 3886.717043 = -19262224.945036
  nChanged 7
		SP:Iteration 32Q (41449.830000 sec): 3 clusters
  Score: Raw -19266112.526833 + Penalty 3886.717043 = -19262225.809789
  nChanged 4
		SP:Iteration 33Q (41450.670000 sec): 3 clusters
  Score: Raw -19266113.326858 + Penalty 3886.717043 = -19262226.609814
  nChanged 5
		SP:Iteration 34Q (41451.540000 sec): 3 clusters
  Score: Raw -19266113.813204 + Penalty 3886.717043 = -19262227.096161
  nChanged 3
		SP:Iteration 35Q (41452.440000 sec): 3 clusters
  Score: Raw -19266114.225062 + Penalty 3886.717043 = -19262227.508019
  nChanged 7
		SP:Iteration 36Q (41453.380000 sec): 3 clusters
  Score: Raw -19266115.240012 + Penalty 3886.717043 = -19262228.522968
  nChanged 9
		SP:Iteration 37Q (41454.310000 sec): 3 clusters
  Score: Raw -19266116.419093 + Penalty 3886.717043 = -19262229.702050
  nChanged 6
		SP:Iteration 38Q (41455.060000 sec): 3 clusters
  Score: Raw -19266117.159366 + Penalty 3886.717043 = -19262230.442323
  nChanged 4
		SP:Iteration 39Q (41455.860000 sec): 3 clusters
  Score: Raw -19266117.528987 + Penalty 3886.717043 = -19262230.811944
  nChanged 0
		SP:Iteration 40F (41456.680000 sec): 3 clusters
  Score: Raw -19266117.528987 + Penalty 3886.717043 = -19262230.811944
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41456.900000 sec): 2 clusters
  Score: Raw -145424.602811 + Penalty 1154.289835 = -144270.312976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41457.100000 sec): 3 clusters
  Score: Raw -145007.981572 + Penalty 2308.579670 = -142699.401901
  nChanged 369
		SP:Iteration 1F (41457.280000 sec): 3 clusters
  Score: Raw -145309.187447 + Penalty 2308.579670 = -143000.607776
  nChanged 79
		SP:Iteration 2F (41457.460000 sec): 3 clusters
  Score: Raw -145383.366498 + Penalty 2308.579670 = -143074.786828
  nChanged 42
		SP:Iteration 3Q (41457.610000 sec): 3 clusters
  Score: Raw -145412.653174 + Penalty 2308.579670 = -143104.073504
  nChanged 20
		SP:Iteration 4Q (41457.800000 sec): 3 clusters
  Score: Raw -145430.427089 + Penalty 2308.579670 = -143121.847419
  nChanged 15
		SP:Iteration 5Q (41457.990000 sec): 3 clusters
  Score: Raw -145443.645526 + Penalty 2308.579670 = -143135.065856
  nChanged 12
		SP:Iteration 6Q (41458.220000 sec): 3 clusters
  Score: Raw -145451.898868 + Penalty 2308.579670 = -143143.319198
  nChanged 6
		SP:Iteration 7Q (41458.380000 sec): 3 clusters
  Score: Raw -145456.667573 + Penalty 2308.579670 = -143148.087903
  nChanged 8
		SP:Iteration 8Q (41458.590000 sec): 3 clusters
  Score: Raw -145460.729952 + Penalty 2308.579670 = -143152.150282
  nChanged 6
		SP:Iteration 9Q (41458.740000 sec): 3 clusters
  Score: Raw -145464.401168 + Penalty 2308.579670 = -143155.821498
  nChanged 6
		SP:Iteration 10Q (41458.920000 sec): 3 clusters
  Score: Raw -145468.834129 + Penalty 2308.579670 = -143160.254458
  nChanged 6
		SP:Iteration 11Q (41459.140000 sec): 3 clusters
  Score: Raw -145474.279020 + Penalty 2308.579670 = -143165.699350
  nChanged 10
		SP:Iteration 12Q (41459.290000 sec): 3 clusters
  Score: Raw -145480.320126 + Penalty 2308.579670 = -143171.740456
  nChanged 6
		SP:Iteration 13Q (41459.520000 sec): 3 clusters
  Score: Raw -145484.602656 + Penalty 2308.579670 = -143176.022986
  nChanged 5
		SP:Iteration 14Q (41459.660000 sec): 3 clusters
  Score: Raw -145489.035196 + Penalty 2308.579670 = -143180.455526
  nChanged 4
		SP:Iteration 15Q (41459.890000 sec): 3 clusters
  Score: Raw -145490.556435 + Penalty 2308.579670 = -143181.976765
  nChanged 0
		SP:Iteration 16F (41460.040000 sec): 3 clusters
  Score: Raw -145490.556435 + Penalty 2308.579670 = -143181.976765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41460.150000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41460.330000 sec): 3 clusters
  Score: Raw -42431.890032 + Penalty 1938.997690 = -40492.892341
  nChanged 80
		SP:Iteration 1F (41460.490000 sec): 3 clusters
  Score: Raw -42549.804845 + Penalty 1938.997690 = -40610.807154
  nChanged 18
		SP:Iteration 2Q (41460.630000 sec): 3 clusters
  Score: Raw -42579.074964 + Penalty 1938.997690 = -40640.077274
  nChanged 4
		SP:Iteration 3Q (41460.850000 sec): 3 clusters
  Score: Raw -42585.599564 + Penalty 1938.997690 = -40646.601874
  nChanged 1
		SP:Iteration 4Q (41460.980000 sec): 3 clusters
  Score: Raw -42589.648816 + Penalty 1938.997690 = -40650.651126
  nChanged 3
		SP:Iteration 5Q (41461.160000 sec): 3 clusters
  Score: Raw -42598.584818 + Penalty 1938.997690 = -40659.587128
  nChanged 3
		SP:Iteration 6Q (41461.370000 sec): 3 clusters
  Score: Raw -42605.005912 + Penalty 1938.997690 = -40666.008222
  nChanged 4
		SP:Iteration 7Q (41461.540000 sec): 3 clusters
  Score: Raw -42612.577447 + Penalty 1938.997690 = -40673.579756
  nChanged 3
		SP:Iteration 8Q (41461.700000 sec): 3 clusters
  Score: Raw -42616.407279 + Penalty 1938.997690 = -40677.409588
  nChanged 1
		SP:Iteration 9Q (41461.900000 sec): 3 clusters
  Score: Raw -42618.289170 + Penalty 1938.997690 = -40679.291480
  nChanged 0
		SP:Iteration 10F (41462.080000 sec): 3 clusters
  Score: Raw -42618.289170 + Penalty 1938.997690 = -40679.291480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41462.220000 sec): 2 clusters
  Score: Raw -2197643.054176 + Penalty 1588.599193 = -2196054.454983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41462.510000 sec): 3 clusters
  Score: Raw -2187300.142309 + Penalty 3177.198385 = -2184122.943924
  nChanged 7825
		SP:Iteration 1F (41462.740000 sec): 3 clusters
  Score: Raw -2191386.193903 + Penalty 3177.198385 = -2188208.995517
  nChanged 867
		SP:Iteration 2Q (41463.000000 sec): 3 clusters
  Score: Raw -2191667.013144 + Penalty 3177.198385 = -2188489.814759
  nChanged 771
		SP:Iteration 3Q (41463.270000 sec): 3 clusters
  Score: Raw -2191951.120357 + Penalty 3177.198385 = -2188773.921971
  nChanged 777
		SP:Iteration 4Q (41463.530000 sec): 3 clusters
  Score: Raw -2192281.627505 + Penalty 3177.198385 = -2189104.429119
  nChanged 828
		SP:Iteration 5Q (41463.740000 sec): 3 clusters
  Score: Raw -2192716.363145 + Penalty 3177.198385 = -2189539.164759
  nChanged 1021
		SP:Iteration 6F (41464.010000 sec): 3 clusters
  Score: Raw -2193357.693952 + Penalty 3177.198385 = -2190180.495566
  nChanged 1222
		SP:Iteration 7F (41464.240000 sec): 3 clusters
  Score: Raw -2194280.424156 + Penalty 3177.198385 = -2191103.225770
  nChanged 1280
		SP:Iteration 8F (41464.510000 sec): 3 clusters
  Score: Raw -2195363.135176 + Penalty 3177.198385 = -2192185.936790
  nChanged 1083
		SP:Iteration 9F (41464.700000 sec): 3 clusters
  Score: Raw -2196336.251647 + Penalty 3177.198385 = -2193159.053261
  nChanged 770
		SP:Iteration 10Q (41464.970000 sec): 3 clusters
  Score: Raw -2197003.607267 + Penalty 3177.198385 = -2193826.408881
  nChanged 419
		SP:Iteration 11Q (41465.220000 sec): 3 clusters
  Score: Raw -2197362.842179 + Penalty 3177.198385 = -2194185.643793
  nChanged 215
		SP:Iteration 12Q (41465.500000 sec): 3 clusters
  Score: Raw -2197566.103098 + Penalty 3177.198385 = -2194388.904713
  nChanged 127
		SP:Iteration 13Q (41465.770000 sec): 3 clusters
  Score: Raw -2197702.595039 + Penalty 3177.198385 = -2194525.396653
  nChanged 65
		SP:Iteration 14Q (41466.020000 sec): 3 clusters
  Score: Raw -2197758.845492 + Penalty 3177.198385 = -2194581.647106
  nChanged 35
		SP:Iteration 15Q (41466.280000 sec): 3 clusters
  Score: Raw -2197789.390286 + Penalty 3177.198385 = -2194612.191901
  nChanged 18
		SP:Iteration 16Q (41466.550000 sec): 3 clusters
  Score: Raw -2197803.298445 + Penalty 3177.198385 = -2194626.100060
  nChanged 7
		SP:Iteration 17Q (41466.800000 sec): 3 clusters
  Score: Raw -2197810.195264 + Penalty 3177.198385 = -2194632.996879
  nChanged 12
		SP:Iteration 18Q (41467.050000 sec): 3 clusters
  Score: Raw -2197822.356528 + Penalty 3177.198385 = -2194645.158143
  nChanged 6
		SP:Iteration 19Q (41467.260000 sec): 3 clusters
  Score: Raw -2197829.018208 + Penalty 3177.198385 = -2194651.819822
  nChanged 5
		SP:Iteration 20F (41467.500000 sec): 3 clusters
  Score: Raw -2197833.442606 + Penalty 3177.198385 = -2194656.244221
  nChanged 6
		SP:Iteration 21Q (41467.790000 sec): 3 clusters
  Score: Raw -2197839.358995 + Penalty 3177.198385 = -2194662.160609
  nChanged 8
		SP:Iteration 22Q (41468.090000 sec): 3 clusters
  Score: Raw -2197846.589273 + Penalty 3177.198385 = -2194669.390887
  nChanged 9
		SP:Iteration 23Q (41468.350000 sec): 3 clusters
  Score: Raw -2197854.757624 + Penalty 3177.198385 = -2194677.559238
  nChanged 6
		SP:Iteration 24Q (41468.600000 sec): 3 clusters
  Score: Raw -2197858.325919 + Penalty 3177.198385 = -2194681.127533
  nChanged 4
		SP:Iteration 25Q (41468.870000 sec): 3 clusters
  Score: Raw -2197862.022035 + Penalty 3177.198385 = -2194684.823650
  nChanged 1
		SP:Iteration 26Q (41469.160000 sec): 3 clusters
  Score: Raw -2197862.837401 + Penalty 3177.198385 = -2194685.639016
  nChanged 1
		SP:Iteration 27Q (41469.390000 sec): 3 clusters
  Score: Raw -2197863.403133 + Penalty 3177.198385 = -2194686.204747
  nChanged 1
		SP:Iteration 28Q (41469.670000 sec): 3 clusters
  Score: Raw -2197864.108232 + Penalty 3177.198385 = -2194686.909847
  nChanged 2
		SP:Iteration 29Q (41469.930000 sec): 3 clusters
  Score: Raw -2197865.795281 + Penalty 3177.198385 = -2194688.596895
  nChanged 1
		SP:Iteration 30Q (41470.180000 sec): 3 clusters
  Score: Raw -2197866.878025 + Penalty 3177.198385 = -2194689.679640
  nChanged 1
		SP:Iteration 31Q (41470.440000 sec): 3 clusters
  Score: Raw -2197867.919539 + Penalty 3177.198385 = -2194690.721153
  nChanged 3
		SP:Iteration 32Q (41470.660000 sec): 3 clusters
  Score: Raw -2197870.929244 + Penalty 3177.198385 = -2194693.730859
  nChanged 4
		SP:Iteration 33Q (41470.950000 sec): 3 clusters
  Score: Raw -2197875.137639 + Penalty 3177.198385 = -2194697.939254
  nChanged 9
		SP:Iteration 34Q (41471.200000 sec): 3 clusters
  Score: Raw -2197885.275058 + Penalty 3177.198385 = -2194708.076672
  nChanged 3
		SP:Iteration 35Q (41471.430000 sec): 3 clusters
  Score: Raw -2197887.031120 + Penalty 3177.198385 = -2194709.832735
  nChanged 1
		SP:Iteration 36Q (41471.700000 sec): 3 clusters
  Score: Raw -2197888.003688 + Penalty 3177.198385 = -2194710.805302
  nChanged 0
		SP:Iteration 37F (41471.950000 sec): 3 clusters
  Score: Raw -2197888.003688 + Penalty 3177.198385 = -2194710.805302
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41472.030000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41472.190000 sec): 3 clusters
  Score: Raw -147161.990815 + Penalty 2334.264436 = -144827.726379
  nChanged 439
		SP:Iteration 1F (41472.400000 sec): 3 clusters
  Score: Raw -147496.368156 + Penalty 2334.264436 = -145162.103720
  nChanged 98
		SP:Iteration 2F (41472.570000 sec): 3 clusters
  Score: Raw -147618.293280 + Penalty 2334.264436 = -145284.028843
  nChanged 85
		SP:Iteration 3F (41472.720000 sec): 3 clusters
  Score: Raw -147746.171276 + Penalty 2334.264436 = -145411.906839
  nChanged 63
		SP:Iteration 4Q (41472.930000 sec): 3 clusters
  Score: Raw -147851.302339 + Penalty 2334.264436 = -145517.037903
  nChanged 66
		SP:Iteration 5F (41473.110000 sec): 3 clusters
  Score: Raw -147934.198324 + Penalty 2334.264436 = -145599.933888
  nChanged 51
		SP:Iteration 6Q (41473.240000 sec): 3 clusters
  Score: Raw -148010.357047 + Penalty 2334.264436 = -145676.092610
  nChanged 49
		SP:Iteration 7Q (41473.420000 sec): 3 clusters
  Score: Raw -148080.012762 + Penalty 2334.264436 = -145745.748325
  nChanged 46
		SP:Iteration 8Q (41473.590000 sec): 3 clusters
  Score: Raw -148140.091550 + Penalty 2334.264436 = -145805.827114
  nChanged 38
		SP:Iteration 9Q (41473.820000 sec): 3 clusters
  Score: Raw -148185.837066 + Penalty 2334.264436 = -145851.572630
  nChanged 27
		SP:Iteration 10Q (41473.950000 sec): 3 clusters
  Score: Raw -148211.414917 + Penalty 2334.264436 = -145877.150481
  nChanged 14
		SP:Iteration 11Q (41474.130000 sec): 3 clusters
  Score: Raw -148225.437171 + Penalty 2334.264436 = -145891.172735
  nChanged 13
		SP:Iteration 12Q (41474.290000 sec): 3 clusters
  Score: Raw -148239.356871 + Penalty 2334.264436 = -145905.092435
  nChanged 14
		SP:Iteration 13Q (41474.460000 sec): 3 clusters
  Score: Raw -148249.221325 + Penalty 2334.264436 = -145914.956889
  nChanged 11
		SP:Iteration 14Q (41474.660000 sec): 3 clusters
  Score: Raw -148256.500204 + Penalty 2334.264436 = -145922.235768
  nChanged 5
		SP:Iteration 15Q (41474.830000 sec): 3 clusters
  Score: Raw -148261.545065 + Penalty 2334.264436 = -145927.280629
  nChanged 5
		SP:Iteration 16Q (41475.060000 sec): 3 clusters
  Score: Raw -148264.485048 + Penalty 2334.264436 = -145930.220611
  nChanged 3
		SP:Iteration 17Q (41475.250000 sec): 3 clusters
  Score: Raw -148266.017066 + Penalty 2334.264436 = -145931.752629
  nChanged 3
		SP:Iteration 18Q (41475.420000 sec): 3 clusters
  Score: Raw -148268.604459 + Penalty 2334.264436 = -145934.340022
  nChanged 2
		SP:Iteration 19Q (41475.560000 sec): 3 clusters
  Score: Raw -148269.799684 + Penalty 2334.264436 = -145935.535248
  nChanged 2
		SP:Iteration 20F (41475.740000 sec): 3 clusters
  Score: Raw -148271.174752 + Penalty 2334.264436 = -145936.910316
  nChanged 2
		SP:Iteration 21Q (41475.910000 sec): 3 clusters
  Score: Raw -148272.027813 + Penalty 2334.264436 = -145937.763377
  nChanged 1
		SP:Iteration 22Q (41476.120000 sec): 3 clusters
  Score: Raw -148272.459845 + Penalty 2334.264436 = -145938.195408
  nChanged 2
		SP:Iteration 23Q (41476.290000 sec): 3 clusters
  Score: Raw -148273.490520 + Penalty 2334.264436 = -145939.226084
  nChanged 3
		SP:Iteration 24Q (41476.480000 sec): 3 clusters
  Score: Raw -148274.667962 + Penalty 2334.264436 = -145940.403526
  nChanged 1
		SP:Iteration 25Q (41476.640000 sec): 3 clusters
  Score: Raw -148275.153111 + Penalty 2334.264436 = -145940.888675
  nChanged 0
		SP:Iteration 26F (41476.790000 sec): 3 clusters
  Score: Raw -148275.153111 + Penalty 2334.264436 = -145940.888675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41476.920000 sec): 2 clusters
  Score: Raw -452071.032478 + Penalty 1343.793875 = -450727.238603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41477.110000 sec): 3 clusters
  Score: Raw -450118.473735 + Penalty 2687.587749 = -447430.885985
  nChanged 1531
		SP:Iteration 1F (41477.290000 sec): 3 clusters
  Score: Raw -451027.822039 + Penalty 2687.587749 = -448340.234289
  nChanged 349
		SP:Iteration 2F (41477.450000 sec): 3 clusters
  Score: Raw -451326.225806 + Penalty 2687.587749 = -448638.638056
  nChanged 288
		SP:Iteration 3F (41477.610000 sec): 3 clusters
  Score: Raw -451581.075973 + Penalty 2687.587749 = -448893.488224
  nChanged 242
		SP:Iteration 4F (41477.810000 sec): 3 clusters
  Score: Raw -451774.762174 + Penalty 2687.587749 = -449087.174424
  nChanged 174
		SP:Iteration 5Q (41477.960000 sec): 3 clusters
  Score: Raw -451905.291963 + Penalty 2687.587749 = -449217.704214
  nChanged 162
		SP:Iteration 6Q (41478.170000 sec): 3 clusters
  Score: Raw -452022.545857 + Penalty 2687.587749 = -449334.958108
  nChanged 133
		SP:Iteration 7Q (41478.360000 sec): 3 clusters
  Score: Raw -452093.417105 + Penalty 2687.587749 = -449405.829355
  nChanged 101
		SP:Iteration 8Q (41478.550000 sec): 3 clusters
  Score: Raw -452139.203868 + Penalty 2687.587749 = -449451.616118
  nChanged 78
		SP:Iteration 9Q (41478.770000 sec): 3 clusters
  Score: Raw -452176.471689 + Penalty 2687.587749 = -449488.883939
  nChanged 66
		SP:Iteration 10Q (41478.940000 sec): 3 clusters
  Score: Raw -452204.173610 + Penalty 2687.587749 = -449516.585861
  nChanged 43
		SP:Iteration 11Q (41479.130000 sec): 3 clusters
  Score: Raw -452220.288283 + Penalty 2687.587749 = -449532.700533
  nChanged 34
		SP:Iteration 12Q (41479.330000 sec): 3 clusters
  Score: Raw -452230.834705 + Penalty 2687.587749 = -449543.246956
  nChanged 30
		SP:Iteration 13Q (41479.510000 sec): 3 clusters
  Score: Raw -452238.800310 + Penalty 2687.587749 = -449551.212561
  nChanged 18
		SP:Iteration 14Q (41479.700000 sec): 3 clusters
  Score: Raw -452243.828588 + Penalty 2687.587749 = -449556.240839
  nChanged 13
		SP:Iteration 15Q (41479.890000 sec): 3 clusters
  Score: Raw -452247.926476 + Penalty 2687.587749 = -449560.338727
  nChanged 13
		SP:Iteration 16Q (41480.080000 sec): 3 clusters
  Score: Raw -452252.126299 + Penalty 2687.587749 = -449564.538550
  nChanged 12
		SP:Iteration 17Q (41480.260000 sec): 3 clusters
  Score: Raw -452254.999334 + Penalty 2687.587749 = -449567.411585
  nChanged 8
		SP:Iteration 18Q (41480.440000 sec): 3 clusters
  Score: Raw -452257.671168 + Penalty 2687.587749 = -449570.083418
  nChanged 12
		SP:Iteration 19Q (41480.610000 sec): 3 clusters
  Score: Raw -452263.100794 + Penalty 2687.587749 = -449575.513045
  nChanged 13
		SP:Iteration 20F (41480.800000 sec): 3 clusters
  Score: Raw -452266.477768 + Penalty 2687.587749 = -449578.890019
  nChanged 12
		SP:Iteration 21Q (41480.990000 sec): 3 clusters
  Score: Raw -452272.291369 + Penalty 2687.587749 = -449584.703619
  nChanged 15
		SP:Iteration 22Q (41481.180000 sec): 3 clusters
  Score: Raw -452277.731117 + Penalty 2687.587749 = -449590.143367
  nChanged 12
		SP:Iteration 23Q (41481.360000 sec): 3 clusters
  Score: Raw -452281.617800 + Penalty 2687.587749 = -449594.030050
  nChanged 8
		SP:Iteration 24Q (41481.580000 sec): 3 clusters
  Score: Raw -452284.338459 + Penalty 2687.587749 = -449596.750710
  nChanged 12
		SP:Iteration 25Q (41481.770000 sec): 3 clusters
  Score: Raw -452287.123343 + Penalty 2687.587749 = -449599.535593
  nChanged 9
		SP:Iteration 26Q (41481.960000 sec): 3 clusters
  Score: Raw -452290.165611 + Penalty 2687.587749 = -449602.577861
  nChanged 9
		SP:Iteration 27Q (41482.130000 sec): 3 clusters
  Score: Raw -452291.838566 + Penalty 2687.587749 = -449604.250817
  nChanged 2
		SP:Iteration 28Q (41482.340000 sec): 3 clusters
  Score: Raw -452292.414734 + Penalty 2687.587749 = -449604.826984
  nChanged 2
		SP:Iteration 29Q (41482.520000 sec): 3 clusters
  Score: Raw -452293.391464 + Penalty 2687.587749 = -449605.803715
  nChanged 6
		SP:Iteration 30Q (41482.660000 sec): 3 clusters
  Score: Raw -452295.150163 + Penalty 2687.587749 = -449607.562413
  nChanged 9
		SP:Iteration 31Q (41482.840000 sec): 3 clusters
  Score: Raw -452298.243101 + Penalty 2687.587749 = -449610.655352
  nChanged 14
		SP:Iteration 32Q (41482.990000 sec): 3 clusters
  Score: Raw -452302.797532 + Penalty 2687.587749 = -449615.209783
  nChanged 13
		SP:Iteration 33Q (41483.190000 sec): 3 clusters
  Score: Raw -452307.269491 + Penalty 2687.587749 = -449619.681742
  nChanged 14
		SP:Iteration 34Q (41483.400000 sec): 3 clusters
  Score: Raw -452311.504260 + Penalty 2687.587749 = -449623.916511
  nChanged 14
		SP:Iteration 35Q (41483.590000 sec): 3 clusters
  Score: Raw -452316.477036 + Penalty 2687.587749 = -449628.889286
  nChanged 20
		SP:Iteration 36Q (41483.720000 sec): 3 clusters
  Score: Raw -452322.062760 + Penalty 2687.587749 = -449634.475011
  nChanged 17
		SP:Iteration 37Q (41483.960000 sec): 3 clusters
  Score: Raw -452329.211541 + Penalty 2687.587749 = -449641.623792
  nChanged 20
		SP:Iteration 38Q (41484.120000 sec): 3 clusters
  Score: Raw -452337.501952 + Penalty 2687.587749 = -449649.914203
  nChanged 19
		SP:Iteration 39Q (41484.330000 sec): 3 clusters
  Score: Raw -452343.490104 + Penalty 2687.587749 = -449655.902354
  nChanged 12
		SP:Iteration 40F (41484.490000 sec): 3 clusters
  Score: Raw -452347.806550 + Penalty 2687.587749 = -449660.218801
  nChanged 14
		SP:Iteration 41Q (41484.710000 sec): 3 clusters
  Score: Raw -452351.036699 + Penalty 2687.587749 = -449663.448950
  nChanged 10
		SP:Iteration 42Q (41484.870000 sec): 3 clusters
  Score: Raw -452353.621184 + Penalty 2687.587749 = -449666.033434
  nChanged 6
		SP:Iteration 43Q (41485.080000 sec): 3 clusters
  Score: Raw -452355.086392 + Penalty 2687.587749 = -449667.498643
  nChanged 3
		SP:Iteration 44Q (41485.300000 sec): 3 clusters
  Score: Raw -452355.765610 + Penalty 2687.587749 = -449668.177861
  nChanged 2
		SP:Iteration 45Q (41485.470000 sec): 3 clusters
  Score: Raw -452356.872130 + Penalty 2687.587749 = -449669.284380
  nChanged 5
		SP:Iteration 46Q (41485.670000 sec): 3 clusters
  Score: Raw -452358.085849 + Penalty 2687.587749 = -449670.498100
  nChanged 2
		SP:Iteration 47Q (41485.870000 sec): 3 clusters
  Score: Raw -452358.494959 + Penalty 2687.587749 = -449670.907210
  nChanged 2
		SP:Iteration 48Q (41486.040000 sec): 3 clusters
  Score: Raw -452359.004499 + Penalty 2687.587749 = -449671.416750
  nChanged 3
		SP:Iteration 49Q (41486.280000 sec): 3 clusters
  Score: Raw -452359.583244 + Penalty 2687.587749 = -449671.995495
  nChanged 2
		SP:Iteration 50Q (41486.440000 sec): 3 clusters
  Score: Raw -452359.949468 + Penalty 2687.587749 = -449672.361719
  nChanged 2
		SP:Iteration 51Q (41486.650000 sec): 3 clusters
  Score: Raw -452360.104011 + Penalty 2687.587749 = -449672.516262
  nChanged 2
		SP:Iteration 52Q (41486.830000 sec): 3 clusters
  Score: Raw -452360.651687 + Penalty 2687.587749 = -449673.063938
  nChanged 1
		SP:Iteration 53Q (41486.980000 sec): 3 clusters
  Score: Raw -452360.922482 + Penalty 2687.587749 = -449673.334733
  nChanged 0
		SP:Iteration 54F (41487.210000 sec): 3 clusters
  Score: Raw -452360.922482 + Penalty 2687.587749 = -449673.334733
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41487.270000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41487.440000 sec): 3 clusters
  Score: Raw -19921.139492 + Penalty 1693.083000 = -18228.056493
  nChanged 22
		SP:Iteration 1F (41487.630000 sec): 3 clusters
  Score: Raw -19996.211056 + Penalty 1693.083000 = -18303.128056
  nChanged 5
		SP:Iteration 2Q (41487.810000 sec): 3 clusters
  Score: Raw -20022.625261 + Penalty 1693.083000 = -18329.542262
  nChanged 4
		SP:Iteration 3Q (41487.980000 sec): 3 clusters
  Score: Raw -20069.689237 + Penalty 1693.083000 = -18376.606238
  nChanged 5
		SP:Iteration 4Q (41488.160000 sec): 3 clusters
  Score: Raw -20084.094899 + Penalty 1693.083000 = -18391.011899
  nChanged 3
		SP:Iteration 5Q (41488.330000 sec): 3 clusters
  Score: Raw -20107.744876 + Penalty 1693.083000 = -18414.661876
  nChanged 5
		SP:Iteration 6Q (41488.550000 sec): 3 clusters
  Score: Raw -20121.199554 + Penalty 1693.083000 = -18428.116554
  nChanged 3
		SP:Iteration 7Q (41488.700000 sec): 3 clusters
  Score: Raw -20205.650748 + Penalty 1693.083000 = -18512.567748
  nChanged 9
		SP:Iteration 8Q (41488.880000 sec): 3 clusters
  Score: Raw -20255.626388 + Penalty 1693.083000 = -18562.543388
  nChanged 1
		SP:Iteration 9Q (41489.050000 sec): 3 clusters
  Score: Raw -20258.670579 + Penalty 1693.083000 = -18565.587580
  nChanged 1
		SP:Iteration 10Q (41489.240000 sec): 3 clusters
  Score: Raw -20262.829118 + Penalty 1693.083000 = -18569.746119
  nChanged 1
		SP:Iteration 11Q (41489.400000 sec): 3 clusters
  Score: Raw -20265.180503 + Penalty 1693.083000 = -18572.097503
  nChanged 0
		SP:Iteration 12F (41489.580000 sec): 3 clusters
  Score: Raw -20265.180503 + Penalty 1693.083000 = -18572.097503
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41489.780000 sec): 2 clusters
  Score: Raw -1704032.211711 + Penalty 1556.261744 = -1702475.949966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41490.010000 sec): 3 clusters
  Score: Raw -1695581.265540 + Penalty 3112.523489 = -1692468.742052
  nChanged 6458
		SP:Iteration 1F (41490.260000 sec): 3 clusters
  Score: Raw -1699071.889645 + Penalty 3112.523489 = -1695959.366156
  nChanged 847
		SP:Iteration 2F (41490.460000 sec): 3 clusters
  Score: Raw -1699431.257300 + Penalty 3112.523489 = -1696318.733811
  nChanged 738
		SP:Iteration 3F (41490.730000 sec): 3 clusters
  Score: Raw -1699783.640573 + Penalty 3112.523489 = -1696671.117085
  nChanged 716
		SP:Iteration 4Q (41490.960000 sec): 3 clusters
  Score: Raw -1700185.732661 + Penalty 3112.523489 = -1697073.209172
  nChanged 747
		SP:Iteration 5F (41491.210000 sec): 3 clusters
  Score: Raw -1700642.346373 + Penalty 3112.523489 = -1697529.822884
  nChanged 758
		SP:Iteration 6F (41491.430000 sec): 3 clusters
  Score: Raw -1701090.922073 + Penalty 3112.523489 = -1697978.398584
  nChanged 693
		SP:Iteration 7Q (41491.710000 sec): 3 clusters
  Score: Raw -1701495.324625 + Penalty 3112.523489 = -1698382.801136
  nChanged 640
		SP:Iteration 8Q (41491.930000 sec): 3 clusters
  Score: Raw -1701851.458500 + Penalty 3112.523489 = -1698738.935011
  nChanged 584
		SP:Iteration 9Q (41492.140000 sec): 3 clusters
  Score: Raw -1702123.279047 + Penalty 3112.523489 = -1699010.755558
  nChanged 483
		SP:Iteration 10Q (41492.380000 sec): 3 clusters
  Score: Raw -1702324.582506 + Penalty 3112.523489 = -1699212.059018
  nChanged 426
		SP:Iteration 11Q (41492.600000 sec): 3 clusters
  Score: Raw -1702502.093427 + Penalty 3112.523489 = -1699389.569938
  nChanged 362
		SP:Iteration 12Q (41492.850000 sec): 3 clusters
  Score: Raw -1702634.666334 + Penalty 3112.523489 = -1699522.142846
  nChanged 297
		SP:Iteration 13Q (41493.070000 sec): 3 clusters
  Score: Raw -1702723.894448 + Penalty 3112.523489 = -1699611.370960
  nChanged 252
		SP:Iteration 14Q (41493.290000 sec): 3 clusters
  Score: Raw -1702786.685311 + Penalty 3112.523489 = -1699674.161822
  nChanged 173
		SP:Iteration 15Q (41493.510000 sec): 3 clusters
  Score: Raw -1702831.085190 + Penalty 3112.523489 = -1699718.561702
  nChanged 163
		SP:Iteration 16Q (41493.750000 sec): 3 clusters
  Score: Raw -1702869.818564 + Penalty 3112.523489 = -1699757.295075
  nChanged 130
		SP:Iteration 17Q (41494.000000 sec): 3 clusters
  Score: Raw -1702893.916858 + Penalty 3112.523489 = -1699781.393369
  nChanged 116
		SP:Iteration 18Q (41494.220000 sec): 3 clusters
  Score: Raw -1702918.619216 + Penalty 3112.523489 = -1699806.095728
  nChanged 103
		SP:Iteration 19Q (41494.470000 sec): 3 clusters
  Score: Raw -1702935.180915 + Penalty 3112.523489 = -1699822.657426
  nChanged 86
		SP:Iteration 20F (41494.750000 sec): 3 clusters
  Score: Raw -1702950.602741 + Penalty 3112.523489 = -1699838.079253
  nChanged 88
		SP:Iteration 21Q (41494.970000 sec): 3 clusters
  Score: Raw -1702968.546695 + Penalty 3112.523489 = -1699856.023207
  nChanged 98
		SP:Iteration 22Q (41495.240000 sec): 3 clusters
  Score: Raw -1702988.828592 + Penalty 3112.523489 = -1699876.305103
  nChanged 99
		SP:Iteration 23Q (41495.470000 sec): 3 clusters
  Score: Raw -1703010.308874 + Penalty 3112.523489 = -1699897.785385
  nChanged 103
		SP:Iteration 24Q (41495.670000 sec): 3 clusters
  Score: Raw -1703031.341429 + Penalty 3112.523489 = -1699918.817940
  nChanged 108
		SP:Iteration 25Q (41495.910000 sec): 3 clusters
  Score: Raw -1703054.326887 + Penalty 3112.523489 = -1699941.803399
  nChanged 122
		SP:Iteration 26Q (41496.140000 sec): 3 clusters
  Score: Raw -1703077.351952 + Penalty 3112.523489 = -1699964.828464
  nChanged 116
		SP:Iteration 27Q (41496.350000 sec): 3 clusters
  Score: Raw -1703100.867773 + Penalty 3112.523489 = -1699988.344285
  nChanged 111
		SP:Iteration 28Q (41496.570000 sec): 3 clusters
  Score: Raw -1703123.898126 + Penalty 3112.523489 = -1700011.374638
  nChanged 119
		SP:Iteration 29Q (41496.790000 sec): 3 clusters
  Score: Raw -1703151.405129 + Penalty 3112.523489 = -1700038.881640
  nChanged 125
		SP:Iteration 30Q (41497.070000 sec): 3 clusters
  Score: Raw -1703179.769697 + Penalty 3112.523489 = -1700067.246209
  nChanged 135
		SP:Iteration 31Q (41497.270000 sec): 3 clusters
  Score: Raw -1703209.600915 + Penalty 3112.523489 = -1700097.077427
  nChanged 133
		SP:Iteration 32Q (41497.510000 sec): 3 clusters
  Score: Raw -1703238.249502 + Penalty 3112.523489 = -1700125.726014
  nChanged 116
		SP:Iteration 33Q (41497.790000 sec): 3 clusters
  Score: Raw -1703263.595855 + Penalty 3112.523489 = -1700151.072367
  nChanged 128
		SP:Iteration 34Q (41498.010000 sec): 3 clusters
  Score: Raw -1703292.116279 + Penalty 3112.523489 = -1700179.592791
  nChanged 121
		SP:Iteration 35Q (41498.240000 sec): 3 clusters
  Score: Raw -1703314.262297 + Penalty 3112.523489 = -1700201.738809
  nChanged 108
		SP:Iteration 36Q (41498.460000 sec): 3 clusters
  Score: Raw -1703334.894935 + Penalty 3112.523489 = -1700222.371446
  nChanged 104
		SP:Iteration 37Q (41498.730000 sec): 3 clusters
  Score: Raw -1703355.899997 + Penalty 3112.523489 = -1700243.376509
  nChanged 95
		SP:Iteration 38Q (41498.980000 sec): 3 clusters
  Score: Raw -1703376.171205 + Penalty 3112.523489 = -1700263.647716
  nChanged 106
		SP:Iteration 39Q (41499.220000 sec): 3 clusters
  Score: Raw -1703399.940988 + Penalty 3112.523489 = -1700287.417499
  nChanged 106
		SP:Iteration 40F (41499.440000 sec): 3 clusters
  Score: Raw -1703431.262510 + Penalty 3112.523489 = -1700318.739022
  nChanged 124
		SP:Iteration 41Q (41499.660000 sec): 3 clusters
  Score: Raw -1703470.672819 + Penalty 3112.523489 = -1700358.149330
  nChanged 125
		SP:Iteration 42Q (41499.910000 sec): 3 clusters
  Score: Raw -1703509.241317 + Penalty 3112.523489 = -1700396.717828
  nChanged 132
		SP:Iteration 43Q (41500.120000 sec): 3 clusters
  Score: Raw -1703549.473459 + Penalty 3112.523489 = -1700436.949970
  nChanged 125
		SP:Iteration 44Q (41500.330000 sec): 3 clusters
  Score: Raw -1703593.341207 + Penalty 3112.523489 = -1700480.817718
  nChanged 144
		SP:Iteration 45Q (41500.550000 sec): 3 clusters
  Score: Raw -1703642.129123 + Penalty 3112.523489 = -1700529.605634
  nChanged 141
		SP:Iteration 46Q (41500.830000 sec): 3 clusters
  Score: Raw -1703692.651736 + Penalty 3112.523489 = -1700580.128248
  nChanged 147
		SP:Iteration 47Q (41501.040000 sec): 3 clusters
  Score: Raw -1703743.869607 + Penalty 3112.523489 = -1700631.346118
  nChanged 130
		SP:Iteration 48Q (41501.300000 sec): 3 clusters
  Score: Raw -1703785.779270 + Penalty 3112.523489 = -1700673.255781
  nChanged 132
		SP:Iteration 49Q (41501.540000 sec): 3 clusters
  Score: Raw -1703834.168691 + Penalty 3112.523489 = -1700721.645202
  nChanged 132
		SP:Iteration 50Q (41501.760000 sec): 3 clusters
  Score: Raw -1703885.242632 + Penalty 3112.523489 = -1700772.719144
  nChanged 100
		SP:Iteration 51Q (41502.020000 sec): 3 clusters
  Score: Raw -1703920.739924 + Penalty 3112.523489 = -1700808.216435
  nChanged 113
		SP:Iteration 52Q (41502.220000 sec): 3 clusters
  Score: Raw -1703962.345233 + Penalty 3112.523489 = -1700849.821745
  nChanged 108
		SP:Iteration 53Q (41502.460000 sec): 3 clusters
  Score: Raw -1704000.569856 + Penalty 3112.523489 = -1700888.046367
  nChanged 120
		SP:Iteration 54Q (41502.720000 sec): 3 clusters
  Score: Raw -1704048.913597 + Penalty 3112.523489 = -1700936.390109
  nChanged 109
		SP:Iteration 55Q (41502.940000 sec): 3 clusters
  Score: Raw -1704091.223789 + Penalty 3112.523489 = -1700978.700301
  nChanged 100
		SP:Iteration 56Q (41503.240000 sec): 3 clusters
  Score: Raw -1704131.750398 + Penalty 3112.523489 = -1701019.226910
  nChanged 89
		SP:Iteration 57Q (41503.440000 sec): 3 clusters
  Score: Raw -1704162.655397 + Penalty 3112.523489 = -1701050.131908
  nChanged 80
		SP:Iteration 58Q (41503.680000 sec): 3 clusters
  Score: Raw -1704185.805989 + Penalty 3112.523489 = -1701073.282501
  nChanged 89
		SP:Iteration 59Q (41503.920000 sec): 3 clusters
  Score: Raw -1704216.214466 + Penalty 3112.523489 = -1701103.690977
  nChanged 96
		SP:Iteration 60F (41504.180000 sec): 3 clusters
  Score: Raw -1704246.396398 + Penalty 3112.523489 = -1701133.872910
  nChanged 70
		SP:Iteration 61Q (41504.380000 sec): 3 clusters
  Score: Raw -1704266.017669 + Penalty 3112.523489 = -1701153.494181
  nChanged 62
		SP:Iteration 62Q (41504.640000 sec): 3 clusters
  Score: Raw -1704284.300925 + Penalty 3112.523489 = -1701171.777436
  nChanged 69
		SP:Iteration 63Q (41504.880000 sec): 3 clusters
  Score: Raw -1704302.318725 + Penalty 3112.523489 = -1701189.795236
  nChanged 56
		SP:Iteration 64Q (41505.120000 sec): 3 clusters
  Score: Raw -1704317.037434 + Penalty 3112.523489 = -1701204.513946
  nChanged 45
		SP:Iteration 65Q (41505.350000 sec): 3 clusters
  Score: Raw -1704327.243530 + Penalty 3112.523489 = -1701214.720042
  nChanged 46
		SP:Iteration 66Q (41505.620000 sec): 3 clusters
  Score: Raw -1704335.410272 + Penalty 3112.523489 = -1701222.886783
  nChanged 30
		SP:Iteration 67Q (41505.870000 sec): 3 clusters
  Score: Raw -1704339.918197 + Penalty 3112.523489 = -1701227.394709
  nChanged 23
		SP:Iteration 68Q (41506.070000 sec): 3 clusters
  Score: Raw -1704343.453032 + Penalty 3112.523489 = -1701230.929543
  nChanged 16
		SP:Iteration 69Q (41506.330000 sec): 3 clusters
  Score: Raw -1704345.158960 + Penalty 3112.523489 = -1701232.635472
  nChanged 9
		SP:Iteration 70Q (41506.580000 sec): 3 clusters
  Score: Raw -1704346.167335 + Penalty 3112.523489 = -1701233.643846
  nChanged 11
		SP:Iteration 71Q (41506.810000 sec): 3 clusters
  Score: Raw -1704347.331320 + Penalty 3112.523489 = -1701234.807832
  nChanged 7
		SP:Iteration 72Q (41507.070000 sec): 3 clusters
  Score: Raw -1704348.108844 + Penalty 3112.523489 = -1701235.585355
  nChanged 5
		SP:Iteration 73Q (41507.270000 sec): 3 clusters
  Score: Raw -1704348.814781 + Penalty 3112.523489 = -1701236.291293
  nChanged 8
		SP:Iteration 74Q (41507.510000 sec): 3 clusters
  Score: Raw -1704349.751626 + Penalty 3112.523489 = -1701237.228137
  nChanged 3
		SP:Iteration 75Q (41507.760000 sec): 3 clusters
  Score: Raw -1704350.121401 + Penalty 3112.523489 = -1701237.597913
  nChanged 9
		SP:Iteration 76Q (41508.040000 sec): 3 clusters
  Score: Raw -1704351.504019 + Penalty 3112.523489 = -1701238.980531
  nChanged 7
		SP:Iteration 77Q (41508.230000 sec): 3 clusters
  Score: Raw -1704352.173556 + Penalty 3112.523489 = -1701239.650068
  nChanged 3
		SP:Iteration 78Q (41508.490000 sec): 3 clusters
  Score: Raw -1704352.393770 + Penalty 3112.523489 = -1701239.870282
  nChanged 4
		SP:Iteration 79Q (41508.700000 sec): 3 clusters
  Score: Raw -1704352.624586 + Penalty 3112.523489 = -1701240.101097
  nChanged 2
		SP:Iteration 80F (41508.920000 sec): 3 clusters
  Score: Raw -1704352.844779 + Penalty 3112.523489 = -1701240.321290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41509.140000 sec): 2 clusters
  Score: Raw -2267420.339434 + Penalty 1594.668400 = -2265825.671034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41509.370000 sec): 3 clusters
  Score: Raw -2256551.399669 + Penalty 3189.336801 = -2253362.062868
  nChanged 8324
		SP:Iteration 1F (41509.640000 sec): 3 clusters
  Score: Raw -2261341.710143 + Penalty 3189.336801 = -2258152.373342
  nChanged 1248
		SP:Iteration 2F (41509.880000 sec): 3 clusters
  Score: Raw -2262158.872467 + Penalty 3189.336801 = -2258969.535666
  nChanged 1380
		SP:Iteration 3F (41510.140000 sec): 3 clusters
  Score: Raw -2263344.476745 + Penalty 3189.336801 = -2260155.139944
  nChanged 1534
		SP:Iteration 4F (41510.370000 sec): 3 clusters
  Score: Raw -2264775.448042 + Penalty 3189.336801 = -2261586.111241
  nChanged 1483
		SP:Iteration 5F (41510.630000 sec): 3 clusters
  Score: Raw -2266005.240719 + Penalty 3189.336801 = -2262815.903918
  nChanged 1254
		SP:Iteration 6F (41510.910000 sec): 3 clusters
  Score: Raw -2266782.580500 + Penalty 3189.336801 = -2263593.243699
  nChanged 854
		SP:Iteration 7Q (41511.140000 sec): 3 clusters
  Score: Raw -2267145.051586 + Penalty 3189.336801 = -2263955.714785
  nChanged 528
		SP:Iteration 8Q (41511.410000 sec): 3 clusters
  Score: Raw -2267307.187838 + Penalty 3189.336801 = -2264117.851037
  nChanged 332
		SP:Iteration 9Q (41511.720000 sec): 3 clusters
  Score: Raw -2267392.888095 + Penalty 3189.336801 = -2264203.551294
  nChanged 260
		SP:Iteration 10Q (41511.990000 sec): 3 clusters
  Score: Raw -2267455.912107 + Penalty 3189.336801 = -2264266.575306
  nChanged 214
		SP:Iteration 11Q (41512.230000 sec): 3 clusters
  Score: Raw -2267504.358057 + Penalty 3189.336801 = -2264315.021256
  nChanged 177
		SP:Iteration 12Q (41512.500000 sec): 3 clusters
  Score: Raw -2267542.796522 + Penalty 3189.336801 = -2264353.459721
  nChanged 188
		SP:Iteration 13Q (41512.760000 sec): 3 clusters
  Score: Raw -2267584.163554 + Penalty 3189.336801 = -2264394.826753
  nChanged 181
		SP:Iteration 14Q (41513.010000 sec): 3 clusters
  Score: Raw -2267620.137911 + Penalty 3189.336801 = -2264430.801110
  nChanged 172
		SP:Iteration 15Q (41513.290000 sec): 3 clusters
  Score: Raw -2267654.414939 + Penalty 3189.336801 = -2264465.078138
  nChanged 168
		SP:Iteration 16Q (41513.540000 sec): 3 clusters
  Score: Raw -2267686.412692 + Penalty 3189.336801 = -2264497.075891
  nChanged 148
		SP:Iteration 17Q (41513.780000 sec): 3 clusters
  Score: Raw -2267715.562110 + Penalty 3189.336801 = -2264526.225309
  nChanged 147
		SP:Iteration 18Q (41514.050000 sec): 3 clusters
  Score: Raw -2267743.912200 + Penalty 3189.336801 = -2264554.575399
  nChanged 145
		SP:Iteration 19Q (41514.290000 sec): 3 clusters
  Score: Raw -2267771.754909 + Penalty 3189.336801 = -2264582.418108
  nChanged 134
		SP:Iteration 20F (41514.580000 sec): 3 clusters
  Score: Raw -2267794.652232 + Penalty 3189.336801 = -2264605.315431
  nChanged 125
		SP:Iteration 21Q (41514.840000 sec): 3 clusters
  Score: Raw -2267816.052109 + Penalty 3189.336801 = -2264626.715308
  nChanged 116
		SP:Iteration 22Q (41515.100000 sec): 3 clusters
  Score: Raw -2267837.387243 + Penalty 3189.336801 = -2264648.050442
  nChanged 124
		SP:Iteration 23Q (41515.340000 sec): 3 clusters
  Score: Raw -2267860.402811 + Penalty 3189.336801 = -2264671.066010
  nChanged 109
		SP:Iteration 24Q (41515.660000 sec): 3 clusters
  Score: Raw -2267880.820952 + Penalty 3189.336801 = -2264691.484151
  nChanged 96
		SP:Iteration 25Q (41515.890000 sec): 3 clusters
  Score: Raw -2267896.967133 + Penalty 3189.336801 = -2264707.630332
  nChanged 79
		SP:Iteration 26Q (41516.150000 sec): 3 clusters
  Score: Raw -2267910.447160 + Penalty 3189.336801 = -2264721.110359
  nChanged 64
		SP:Iteration 27Q (41516.400000 sec): 3 clusters
  Score: Raw -2267919.092416 + Penalty 3189.336801 = -2264729.755615
  nChanged 62
		SP:Iteration 28Q (41516.700000 sec): 3 clusters
  Score: Raw -2267927.790702 + Penalty 3189.336801 = -2264738.453901
  nChanged 71
		SP:Iteration 29Q (41516.940000 sec): 3 clusters
  Score: Raw -2267939.011876 + Penalty 3189.336801 = -2264749.675075
  nChanged 76
		SP:Iteration 30Q (41517.210000 sec): 3 clusters
  Score: Raw -2267952.988602 + Penalty 3189.336801 = -2264763.651802
  nChanged 73
		SP:Iteration 31Q (41517.440000 sec): 3 clusters
  Score: Raw -2267967.637810 + Penalty 3189.336801 = -2264778.301009
  nChanged 70
		SP:Iteration 32Q (41517.690000 sec): 3 clusters
  Score: Raw -2267982.742189 + Penalty 3189.336801 = -2264793.405389
  nChanged 75
		SP:Iteration 33Q (41517.960000 sec): 3 clusters
  Score: Raw -2267997.124676 + Penalty 3189.336801 = -2264807.787875
  nChanged 77
		SP:Iteration 34Q (41518.240000 sec): 3 clusters
  Score: Raw -2268012.559731 + Penalty 3189.336801 = -2264823.222930
  nChanged 72
		SP:Iteration 35Q (41518.470000 sec): 3 clusters
  Score: Raw -2268022.352753 + Penalty 3189.336801 = -2264833.015952
  nChanged 51
		SP:Iteration 36Q (41518.730000 sec): 3 clusters
  Score: Raw -2268028.810017 + Penalty 3189.336801 = -2264839.473216
  nChanged 40
		SP:Iteration 37Q (41519.050000 sec): 3 clusters
  Score: Raw -2268033.732604 + Penalty 3189.336801 = -2264844.395803
  nChanged 30
		SP:Iteration 38Q (41519.300000 sec): 3 clusters
  Score: Raw -2268037.711971 + Penalty 3189.336801 = -2264848.375170
  nChanged 29
		SP:Iteration 39Q (41519.540000 sec): 3 clusters
  Score: Raw -2268041.502315 + Penalty 3189.336801 = -2264852.165514
  nChanged 32
		SP:Iteration 40F (41519.860000 sec): 3 clusters
  Score: Raw -2268046.036053 + Penalty 3189.336801 = -2264856.699252
  nChanged 32
		SP:Iteration 41Q (41520.080000 sec): 3 clusters
  Score: Raw -2268050.412070 + Penalty 3189.336801 = -2264861.075269
  nChanged 41
		SP:Iteration 42Q (41520.380000 sec): 3 clusters
  Score: Raw -2268056.138174 + Penalty 3189.336801 = -2264866.801373
  nChanged 40
		SP:Iteration 43Q (41520.590000 sec): 3 clusters
  Score: Raw -2268062.243406 + Penalty 3189.336801 = -2264872.906605
  nChanged 36
		SP:Iteration 44Q (41520.870000 sec): 3 clusters
  Score: Raw -2268067.407592 + Penalty 3189.336801 = -2264878.070791
  nChanged 25
		SP:Iteration 45Q (41521.140000 sec): 3 clusters
  Score: Raw -2268071.269992 + Penalty 3189.336801 = -2264881.933191
  nChanged 31
		SP:Iteration 46Q (41521.380000 sec): 3 clusters
  Score: Raw -2268076.619650 + Penalty 3189.336801 = -2264887.282849
  nChanged 41
		SP:Iteration 47Q (41521.630000 sec): 3 clusters
  Score: Raw -2268083.073108 + Penalty 3189.336801 = -2264893.736307
  nChanged 42
		SP:Iteration 48Q (41521.880000 sec): 3 clusters
  Score: Raw -2268088.694287 + Penalty 3189.336801 = -2264899.357486
  nChanged 39
		SP:Iteration 49Q (41522.150000 sec): 3 clusters
  Score: Raw -2268094.283158 + Penalty 3189.336801 = -2264904.946358
  nChanged 42
		SP:Iteration 50Q (41522.380000 sec): 3 clusters
  Score: Raw -2268102.706051 + Penalty 3189.336801 = -2264913.369251
  nChanged 34
		SP:Iteration 51Q (41522.660000 sec): 3 clusters
  Score: Raw -2268110.109518 + Penalty 3189.336801 = -2264920.772717
  nChanged 34
		SP:Iteration 52Q (41522.920000 sec): 3 clusters
  Score: Raw -2268116.176159 + Penalty 3189.336801 = -2264926.839358
  nChanged 23
		SP:Iteration 53Q (41523.150000 sec): 3 clusters
  Score: Raw -2268120.202846 + Penalty 3189.336801 = -2264930.866045
  nChanged 25
		SP:Iteration 54Q (41523.400000 sec): 3 clusters
  Score: Raw -2268124.988586 + Penalty 3189.336801 = -2264935.651785
  nChanged 31
		SP:Iteration 55Q (41523.660000 sec): 3 clusters
  Score: Raw -2268131.577511 + Penalty 3189.336801 = -2264942.240711
  nChanged 26
		SP:Iteration 56Q (41523.860000 sec): 3 clusters
  Score: Raw -2268136.577846 + Penalty 3189.336801 = -2264947.241046
  nChanged 22
		SP:Iteration 57Q (41524.120000 sec): 3 clusters
  Score: Raw -2268140.105227 + Penalty 3189.336801 = -2264950.768426
  nChanged 19
		SP:Iteration 58Q (41524.320000 sec): 3 clusters
  Score: Raw -2268143.383507 + Penalty 3189.336801 = -2264954.046707
  nChanged 19
		SP:Iteration 59Q (41524.610000 sec): 3 clusters
  Score: Raw -2268147.056306 + Penalty 3189.336801 = -2264957.719505
  nChanged 22
		SP:Iteration 60F (41524.850000 sec): 3 clusters
  Score: Raw -2268150.380708 + Penalty 3189.336801 = -2264961.043907
  nChanged 16
		SP:Iteration 61Q (41525.080000 sec): 3 clusters
  Score: Raw -2268152.595465 + Penalty 3189.336801 = -2264963.258664
  nChanged 20
		SP:Iteration 62Q (41525.350000 sec): 3 clusters
  Score: Raw -2268155.550305 + Penalty 3189.336801 = -2264966.213504
  nChanged 19
		SP:Iteration 63Q (41525.640000 sec): 3 clusters
  Score: Raw -2268157.762328 + Penalty 3189.336801 = -2264968.425527
  nChanged 21
		SP:Iteration 64Q (41525.900000 sec): 3 clusters
  Score: Raw -2268160.795482 + Penalty 3189.336801 = -2264971.458682
  nChanged 23
		SP:Iteration 65Q (41526.120000 sec): 3 clusters
  Score: Raw -2268164.023365 + Penalty 3189.336801 = -2264974.686564
  nChanged 19
		SP:Iteration 66Q (41526.350000 sec): 3 clusters
  Score: Raw -2268165.604309 + Penalty 3189.336801 = -2264976.267509
  nChanged 16
		SP:Iteration 67Q (41526.610000 sec): 3 clusters
  Score: Raw -2268167.487871 + Penalty 3189.336801 = -2264978.151070
  nChanged 11
		SP:Iteration 68Q (41526.870000 sec): 3 clusters
  Score: Raw -2268168.775630 + Penalty 3189.336801 = -2264979.438829
  nChanged 11
		SP:Iteration 69Q (41527.190000 sec): 3 clusters
  Score: Raw -2268169.930497 + Penalty 3189.336801 = -2264980.593696
  nChanged 9
		SP:Iteration 70Q (41527.420000 sec): 3 clusters
  Score: Raw -2268170.575320 + Penalty 3189.336801 = -2264981.238519
  nChanged 6
		SP:Iteration 71Q (41527.650000 sec): 3 clusters
  Score: Raw -2268170.966814 + Penalty 3189.336801 = -2264981.630013
  nChanged 3
		SP:Iteration 72Q (41527.950000 sec): 3 clusters
  Score: Raw -2268171.293316 + Penalty 3189.336801 = -2264981.956515
  nChanged 1
		SP:Iteration 73Q (41528.180000 sec): 3 clusters
  Score: Raw -2268171.634595 + Penalty 3189.336801 = -2264982.297794
  nChanged 3
		SP:Iteration 74Q (41528.450000 sec): 3 clusters
  Score: Raw -2268171.964644 + Penalty 3189.336801 = -2264982.627843
  nChanged 4
		SP:Iteration 75Q (41528.730000 sec): 3 clusters
  Score: Raw -2268172.318325 + Penalty 3189.336801 = -2264982.981525
  nChanged 5
		SP:Iteration 76Q (41528.940000 sec): 3 clusters
  Score: Raw -2268172.974761 + Penalty 3189.336801 = -2264983.637960
  nChanged 5
		SP:Iteration 77Q (41529.260000 sec): 3 clusters
  Score: Raw -2268173.425131 + Penalty 3189.336801 = -2264984.088330
  nChanged 5
		SP:Iteration 78Q (41529.490000 sec): 3 clusters
  Score: Raw -2268173.989264 + Penalty 3189.336801 = -2264984.652463
  nChanged 5
		SP:Iteration 79Q (41529.750000 sec): 3 clusters
  Score: Raw -2268175.114539 + Penalty 3189.336801 = -2264985.777738
  nChanged 6
		SP:Iteration 80F (41530.010000 sec): 3 clusters
  Score: Raw -2268175.722987 + Penalty 3189.336801 = -2264986.386187
  nChanged 6
		SP:Iteration 81Q (41530.290000 sec): 3 clusters
  Score: Raw -2268176.407349 + Penalty 3189.336801 = -2264987.070548
  nChanged 6
		SP:Iteration 82Q (41530.500000 sec): 3 clusters
  Score: Raw -2268176.881267 + Penalty 3189.336801 = -2264987.544466
  nChanged 5
		SP:Iteration 83Q (41530.780000 sec): 3 clusters
  Score: Raw -2268177.503885 + Penalty 3189.336801 = -2264988.167085
  nChanged 7
		SP:Iteration 84Q (41531.000000 sec): 3 clusters
  Score: Raw -2268178.475328 + Penalty 3189.336801 = -2264989.138527
  nChanged 12
		SP:Iteration 85Q (41531.240000 sec): 3 clusters
  Score: Raw -2268180.284821 + Penalty 3189.336801 = -2264990.948020
  nChanged 10
		SP:Iteration 86Q (41531.500000 sec): 3 clusters
  Score: Raw -2268182.119090 + Penalty 3189.336801 = -2264992.782289
  nChanged 12
		SP:Iteration 87Q (41531.760000 sec): 3 clusters
  Score: Raw -2268183.664632 + Penalty 3189.336801 = -2264994.327831
  nChanged 11
		SP:Iteration 88Q (41531.990000 sec): 3 clusters
  Score: Raw -2268185.055540 + Penalty 3189.336801 = -2264995.718739
  nChanged 7
		SP:Iteration 89Q (41532.220000 sec): 3 clusters
  Score: Raw -2268185.878066 + Penalty 3189.336801 = -2264996.541265
  nChanged 7
		SP:Iteration 90Q (41532.460000 sec): 3 clusters
  Score: Raw -2268187.097249 + Penalty 3189.336801 = -2264997.760448
  nChanged 7
		SP:Iteration 91Q (41532.720000 sec): 3 clusters
  Score: Raw -2268188.172506 + Penalty 3189.336801 = -2264998.835706
  nChanged 7
		SP:Iteration 92Q (41533.010000 sec): 3 clusters
  Score: Raw -2268189.235491 + Penalty 3189.336801 = -2264999.898691
  nChanged 8
		SP:Iteration 93Q (41533.270000 sec): 3 clusters
  Score: Raw -2268190.063814 + Penalty 3189.336801 = -2265000.727013
  nChanged 4
		SP:Iteration 94Q (41533.530000 sec): 3 clusters
  Score: Raw -2268190.588995 + Penalty 3189.336801 = -2265001.252194
  nChanged 2
		SP:Iteration 95Q (41533.750000 sec): 3 clusters
  Score: Raw -2268190.876992 + Penalty 3189.336801 = -2265001.540192
  nChanged 2
		SP:Iteration 96Q (41534.000000 sec): 3 clusters
  Score: Raw -2268191.100921 + Penalty 3189.336801 = -2265001.764120
  nChanged 2
		SP:Iteration 97Q (41534.260000 sec): 3 clusters
  Score: Raw -2268191.201581 + Penalty 3189.336801 = -2265001.864780
  nChanged 1
		SP:Iteration 98Q (41534.520000 sec): 3 clusters
  Score: Raw -2268191.243502 + Penalty 3189.336801 = -2265001.906701
  nChanged 0
		SP:Iteration 99F (41534.750000 sec): 3 clusters
  Score: Raw -2268191.243502 + Penalty 3189.336801 = -2265001.906701
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41534.860000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41535.020000 sec): 3 clusters
  Score: Raw -83388.105484 + Penalty 2140.953755 = -81247.151729
  nChanged 189
		SP:Iteration 1F (41535.180000 sec): 3 clusters
  Score: Raw -83609.959271 + Penalty 2140.953755 = -81469.005516
  nChanged 60
		SP:Iteration 2F (41535.340000 sec): 3 clusters
  Score: Raw -83696.970978 + Penalty 2140.953755 = -81556.017223
  nChanged 27
		SP:Iteration 3Q (41535.490000 sec): 3 clusters
  Score: Raw -83726.372511 + Penalty 2140.953755 = -81585.418756
  nChanged 8
		SP:Iteration 4Q (41535.700000 sec): 3 clusters
  Score: Raw -83737.824953 + Penalty 2140.953755 = -81596.871198
  nChanged 10
		SP:Iteration 5Q (41535.830000 sec): 3 clusters
  Score: Raw -83745.211455 + Penalty 2140.953755 = -81604.257700
  nChanged 4
		SP:Iteration 6Q (41536.000000 sec): 3 clusters
  Score: Raw -83749.194700 + Penalty 2140.953755 = -81608.240945
  nChanged 4
		SP:Iteration 7Q (41536.190000 sec): 3 clusters
  Score: Raw -83753.785070 + Penalty 2140.953755 = -81612.831315
  nChanged 2
		SP:Iteration 8Q (41536.370000 sec): 3 clusters
  Score: Raw -83754.731099 + Penalty 2140.953755 = -81613.777344
  nChanged 1
		SP:Iteration 9Q (41536.530000 sec): 3 clusters
  Score: Raw -83757.112170 + Penalty 2140.953755 = -81616.158415
  nChanged 2
		SP:Iteration 10Q (41536.640000 sec): 3 clusters
  Score: Raw -83759.895615 + Penalty 2140.953755 = -81618.941860
  nChanged 1
		SP:Iteration 11Q (41536.850000 sec): 3 clusters
  Score: Raw -83760.858559 + Penalty 2140.953755 = -81619.904804
  nChanged 1
		SP:Iteration 12Q (41537.040000 sec): 3 clusters
  Score: Raw -83762.665150 + Penalty 2140.953755 = -81621.711395
  nChanged 4
		SP:Iteration 13Q (41537.220000 sec): 3 clusters
  Score: Raw -83767.988532 + Penalty 2140.953755 = -81627.034777
  nChanged 6
		SP:Iteration 14Q (41537.380000 sec): 3 clusters
  Score: Raw -83782.123708 + Penalty 2140.953755 = -81641.169953
  nChanged 8
		SP:Iteration 15Q (41537.550000 sec): 3 clusters
  Score: Raw -83792.047035 + Penalty 2140.953755 = -81651.093280
  nChanged 6
		SP:Iteration 16Q (41537.660000 sec): 3 clusters
  Score: Raw -83799.453723 + Penalty 2140.953755 = -81658.499968
  nChanged 6
		SP:Iteration 17Q (41537.800000 sec): 3 clusters
  Score: Raw -83805.647928 + Penalty 2140.953755 = -81664.694173
  nChanged 2
		SP:Iteration 18Q (41537.960000 sec): 3 clusters
  Score: Raw -83806.733960 + Penalty 2140.953755 = -81665.780205
  nChanged 2
		SP:Iteration 19Q (41538.130000 sec): 3 clusters
  Score: Raw -83808.204304 + Penalty 2140.953755 = -81667.250549
  nChanged 1
		SP:Iteration 20F (41538.280000 sec): 3 clusters
  Score: Raw -83809.194313 + Penalty 2140.953755 = -81668.240558
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41538.370000 sec): 2 clusters
  Score: Raw -227823.515071 + Penalty 1234.658417 = -226588.856654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41538.580000 sec): 3 clusters
  Score: Raw -226949.296376 + Penalty 2469.316834 = -224479.979542
  nChanged 679
		SP:Iteration 1F (41538.770000 sec): 3 clusters
  Score: Raw -227436.821223 + Penalty 2469.316834 = -224967.504389
  nChanged 201
		SP:Iteration 2F (41538.930000 sec): 3 clusters
  Score: Raw -227650.542011 + Penalty 2469.316834 = -225181.225177
  nChanged 149
		SP:Iteration 3F (41539.080000 sec): 3 clusters
  Score: Raw -227808.211219 + Penalty 2469.316834 = -225338.894385
  nChanged 121
		SP:Iteration 4F (41539.260000 sec): 3 clusters
  Score: Raw -227939.822674 + Penalty 2469.316834 = -225470.505840
  nChanged 98
		SP:Iteration 5Q (41539.420000 sec): 3 clusters
  Score: Raw -228064.522806 + Penalty 2469.316834 = -225595.205972
  nChanged 98
		SP:Iteration 6Q (41539.620000 sec): 3 clusters
  Score: Raw -228181.232147 + Penalty 2469.316834 = -225711.915313
  nChanged 81
		SP:Iteration 7Q (41539.770000 sec): 3 clusters
  Score: Raw -228264.327064 + Penalty 2469.316834 = -225795.010230
  nChanged 55
		SP:Iteration 8Q (41539.940000 sec): 3 clusters
  Score: Raw -228316.314193 + Penalty 2469.316834 = -225846.997359
  nChanged 44
		SP:Iteration 9Q (41540.130000 sec): 3 clusters
  Score: Raw -228363.459852 + Penalty 2469.316834 = -225894.143018
  nChanged 40
		SP:Iteration 10Q (41540.280000 sec): 3 clusters
  Score: Raw -228402.635974 + Penalty 2469.316834 = -225933.319140
  nChanged 28
		SP:Iteration 11Q (41540.430000 sec): 3 clusters
  Score: Raw -228435.211156 + Penalty 2469.316834 = -225965.894322
  nChanged 30
		SP:Iteration 12Q (41540.620000 sec): 3 clusters
  Score: Raw -228461.391577 + Penalty 2469.316834 = -225992.074743
  nChanged 17
		SP:Iteration 13Q (41540.810000 sec): 3 clusters
  Score: Raw -228473.147681 + Penalty 2469.316834 = -226003.830847
  nChanged 11
		SP:Iteration 14Q (41540.980000 sec): 3 clusters
  Score: Raw -228479.713050 + Penalty 2469.316834 = -226010.396216
  nChanged 4
		SP:Iteration 15Q (41541.170000 sec): 3 clusters
  Score: Raw -228482.099959 + Penalty 2469.316834 = -226012.783125
  nChanged 4
		SP:Iteration 16Q (41541.330000 sec): 3 clusters
  Score: Raw -228483.431640 + Penalty 2469.316834 = -226014.114806
  nChanged 1
		SP:Iteration 17Q (41541.460000 sec): 3 clusters
  Score: Raw -228483.718088 + Penalty 2469.316834 = -226014.401254
  nChanged 1
		SP:Iteration 18Q (41541.640000 sec): 3 clusters
  Score: Raw -228484.334669 + Penalty 2469.316834 = -226015.017835
  nChanged 3
		SP:Iteration 19Q (41541.810000 sec): 3 clusters
  Score: Raw -228485.790425 + Penalty 2469.316834 = -226016.473591
  nChanged 6
		SP:Iteration 20F (41541.970000 sec): 3 clusters
  Score: Raw -228490.087855 + Penalty 2469.316834 = -226020.771021
  nChanged 2
		SP:Iteration 21Q (41542.150000 sec): 3 clusters
  Score: Raw -228491.021762 + Penalty 2469.316834 = -226021.704928
  nChanged 2
		SP:Iteration 22Q (41542.360000 sec): 3 clusters
  Score: Raw -228492.193951 + Penalty 2469.316834 = -226022.877117
  nChanged 3
		SP:Iteration 23Q (41542.510000 sec): 3 clusters
  Score: Raw -228492.879226 + Penalty 2469.316834 = -226023.562392
  nChanged 0
		SP:Iteration 24F (41542.690000 sec): 3 clusters
  Score: Raw -228492.879226 + Penalty 2469.316834 = -226023.562392
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41542.850000 sec): 2 clusters
  Score: Raw -874744.551652 + Penalty 1461.128870 = -873283.422782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41543.080000 sec): 3 clusters
  Score: Raw -870381.378523 + Penalty 2922.257740 = -867459.120782
  nChanged 3393
		SP:Iteration 1F (41543.290000 sec): 3 clusters
  Score: Raw -872451.574710 + Penalty 2922.257740 = -869529.316969
  nChanged 666
		SP:Iteration 2F (41543.470000 sec): 3 clusters
  Score: Raw -872912.003211 + Penalty 2922.257740 = -869989.745471
  nChanged 577
		SP:Iteration 3F (41543.690000 sec): 3 clusters
  Score: Raw -873320.976258 + Penalty 2922.257740 = -870398.718518
  nChanged 505
		SP:Iteration 4F (41543.880000 sec): 3 clusters
  Score: Raw -873704.507148 + Penalty 2922.257740 = -870782.249408
  nChanged 460
		SP:Iteration 5F (41544.050000 sec): 3 clusters
  Score: Raw -874056.674818 + Penalty 2922.257740 = -871134.417078
  nChanged 388
		SP:Iteration 6Q (41544.250000 sec): 3 clusters
  Score: Raw -874349.894334 + Penalty 2922.257740 = -871427.636594
  nChanged 309
		SP:Iteration 7Q (41544.470000 sec): 3 clusters
  Score: Raw -874560.136361 + Penalty 2922.257740 = -871637.878621
  nChanged 244
		SP:Iteration 8Q (41544.690000 sec): 3 clusters
  Score: Raw -874711.954721 + Penalty 2922.257740 = -871789.696981
  nChanged 192
		SP:Iteration 9Q (41544.930000 sec): 3 clusters
  Score: Raw -874827.482074 + Penalty 2922.257740 = -871905.224333
  nChanged 175
		SP:Iteration 10Q (41545.120000 sec): 3 clusters
  Score: Raw -874931.981984 + Penalty 2922.257740 = -872009.724244
  nChanged 141
		SP:Iteration 11Q (41545.340000 sec): 3 clusters
  Score: Raw -875022.147909 + Penalty 2922.257740 = -872099.890169
  nChanged 128
		SP:Iteration 12Q (41545.550000 sec): 3 clusters
  Score: Raw -875105.661462 + Penalty 2922.257740 = -872183.403722
  nChanged 118
		SP:Iteration 13Q (41545.760000 sec): 3 clusters
  Score: Raw -875183.763886 + Penalty 2922.257740 = -872261.506145
  nChanged 89
		SP:Iteration 14Q (41545.960000 sec): 3 clusters
  Score: Raw -875242.752857 + Penalty 2922.257740 = -872320.495117
  nChanged 69
		SP:Iteration 15Q (41546.180000 sec): 3 clusters
  Score: Raw -875293.185388 + Penalty 2922.257740 = -872370.927648
  nChanged 51
		SP:Iteration 16Q (41546.370000 sec): 3 clusters
  Score: Raw -875341.537741 + Penalty 2922.257740 = -872419.280000
  nChanged 45
		SP:Iteration 17Q (41546.560000 sec): 3 clusters
  Score: Raw -875373.264756 + Penalty 2922.257740 = -872451.007016
  nChanged 40
		SP:Iteration 18Q (41546.790000 sec): 3 clusters
  Score: Raw -875398.443131 + Penalty 2922.257740 = -872476.185391
  nChanged 31
		SP:Iteration 19Q (41547.010000 sec): 3 clusters
  Score: Raw -875415.257332 + Penalty 2922.257740 = -872492.999591
  nChanged 26
		SP:Iteration 20F (41547.180000 sec): 3 clusters
  Score: Raw -875429.962571 + Penalty 2922.257740 = -872507.704830
  nChanged 24
		SP:Iteration 21Q (41547.390000 sec): 3 clusters
  Score: Raw -875444.110288 + Penalty 2922.257740 = -872521.852547
  nChanged 20
		SP:Iteration 22Q (41547.590000 sec): 3 clusters
  Score: Raw -875453.578913 + Penalty 2922.257740 = -872531.321173
  nChanged 16
		SP:Iteration 23Q (41547.820000 sec): 3 clusters
  Score: Raw -875462.897933 + Penalty 2922.257740 = -872540.640192
  nChanged 14
		SP:Iteration 24Q (41548.030000 sec): 3 clusters
  Score: Raw -875477.003290 + Penalty 2922.257740 = -872554.745549
  nChanged 18
		SP:Iteration 25Q (41548.190000 sec): 3 clusters
  Score: Raw -875500.638968 + Penalty 2922.257740 = -872578.381227
  nChanged 21
		SP:Iteration 26Q (41548.410000 sec): 3 clusters
  Score: Raw -875522.499556 + Penalty 2922.257740 = -872600.241816
  nChanged 19
		SP:Iteration 27Q (41548.590000 sec): 3 clusters
  Score: Raw -875534.561409 + Penalty 2922.257740 = -872612.303668
  nChanged 29
		SP:Iteration 28Q (41548.780000 sec): 3 clusters
  Score: Raw -875551.208856 + Penalty 2922.257740 = -872628.951116
  nChanged 20
		SP:Iteration 29Q (41548.980000 sec): 3 clusters
  Score: Raw -875561.709745 + Penalty 2922.257740 = -872639.452005
  nChanged 22
		SP:Iteration 30Q (41549.180000 sec): 3 clusters
  Score: Raw -875574.949088 + Penalty 2922.257740 = -872652.691347
  nChanged 16
		SP:Iteration 31Q (41549.400000 sec): 3 clusters
  Score: Raw -875584.238145 + Penalty 2922.257740 = -872661.980405
  nChanged 11
		SP:Iteration 32Q (41549.580000 sec): 3 clusters
  Score: Raw -875589.948014 + Penalty 2922.257740 = -872667.690274
  nChanged 7
		SP:Iteration 33Q (41549.800000 sec): 3 clusters
  Score: Raw -875593.368561 + Penalty 2922.257740 = -872671.110820
  nChanged 5
		SP:Iteration 34Q (41549.980000 sec): 3 clusters
  Score: Raw -875595.803379 + Penalty 2922.257740 = -872673.545639
  nChanged 5
		SP:Iteration 35Q (41550.200000 sec): 3 clusters
  Score: Raw -875597.223027 + Penalty 2922.257740 = -872674.965287
  nChanged 2
		SP:Iteration 36Q (41550.430000 sec): 3 clusters
  Score: Raw -875597.747993 + Penalty 2922.257740 = -872675.490252
  nChanged 3
		SP:Iteration 37Q (41550.620000 sec): 3 clusters
  Score: Raw -875599.006722 + Penalty 2922.257740 = -872676.748981
  nChanged 4
		SP:Iteration 38Q (41550.840000 sec): 3 clusters
  Score: Raw -875600.346047 + Penalty 2922.257740 = -872678.088307
  nChanged 2
		SP:Iteration 39Q (41551.020000 sec): 3 clusters
  Score: Raw -875601.031066 + Penalty 2922.257740 = -872678.773326
  nChanged 2
		SP:Iteration 40F (41551.220000 sec): 3 clusters
  Score: Raw -875601.979819 + Penalty 2922.257740 = -872679.722078
  nChanged 3
		SP:Iteration 41Q (41551.410000 sec): 3 clusters
  Score: Raw -875602.800502 + Penalty 2922.257740 = -872680.542762
  nChanged 0
		SP:Iteration 42F (41551.650000 sec): 3 clusters
  Score: Raw -875602.800502 + Penalty 2922.257740 = -872680.542762
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41551.750000 sec): 2 clusters
  Score: Raw -289188.554071 + Penalty 1273.153067 = -287915.401003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41551.980000 sec): 3 clusters
  Score: Raw -288065.209557 + Penalty 2546.306135 = -285518.903422
  nChanged 954
		SP:Iteration 1F (41552.150000 sec): 3 clusters
  Score: Raw -288722.957599 + Penalty 2546.306135 = -286176.651465
  nChanged 210
		SP:Iteration 2F (41552.350000 sec): 3 clusters
  Score: Raw -288962.935707 + Penalty 2546.306135 = -286416.629573
  nChanged 180
		SP:Iteration 3F (41552.500000 sec): 3 clusters
  Score: Raw -289192.444295 + Penalty 2546.306135 = -286646.138160
  nChanged 176
		SP:Iteration 4F (41552.680000 sec): 3 clusters
  Score: Raw -289406.848331 + Penalty 2546.306135 = -286860.542196
  nChanged 145
		SP:Iteration 5F (41552.850000 sec): 3 clusters
  Score: Raw -289582.879933 + Penalty 2546.306135 = -287036.573798
  nChanged 127
		SP:Iteration 6F (41553.020000 sec): 3 clusters
  Score: Raw -289721.353619 + Penalty 2546.306135 = -287175.047485
  nChanged 99
		SP:Iteration 7Q (41553.180000 sec): 3 clusters
  Score: Raw -289823.906280 + Penalty 2546.306135 = -287277.600145
  nChanged 71
		SP:Iteration 8Q (41553.340000 sec): 3 clusters
  Score: Raw -289896.100592 + Penalty 2546.306135 = -287349.794457
  nChanged 54
		SP:Iteration 9Q (41553.500000 sec): 3 clusters
  Score: Raw -289942.502147 + Penalty 2546.306135 = -287396.196012
  nChanged 48
		SP:Iteration 10Q (41553.650000 sec): 3 clusters
  Score: Raw -289977.131277 + Penalty 2546.306135 = -287430.825142
  nChanged 32
		SP:Iteration 11Q (41553.820000 sec): 3 clusters
  Score: Raw -289999.601803 + Penalty 2546.306135 = -287453.295668
  nChanged 34
		SP:Iteration 12Q (41554.000000 sec): 3 clusters
  Score: Raw -290039.169883 + Penalty 2546.306135 = -287492.863749
  nChanged 38
		SP:Iteration 13Q (41554.140000 sec): 3 clusters
  Score: Raw -290094.263804 + Penalty 2546.306135 = -287547.957669
  nChanged 26
		SP:Iteration 14Q (41554.340000 sec): 3 clusters
  Score: Raw -290120.559634 + Penalty 2546.306135 = -287574.253499
  nChanged 18
		SP:Iteration 15Q (41554.540000 sec): 3 clusters
  Score: Raw -290139.794341 + Penalty 2546.306135 = -287593.488206
  nChanged 17
		SP:Iteration 16Q (41554.710000 sec): 3 clusters
  Score: Raw -290156.409297 + Penalty 2546.306135 = -287610.103162
  nChanged 15
		SP:Iteration 17Q (41554.880000 sec): 3 clusters
  Score: Raw -290166.777673 + Penalty 2546.306135 = -287620.471538
  nChanged 13
		SP:Iteration 18Q (41555.060000 sec): 3 clusters
  Score: Raw -290174.964526 + Penalty 2546.306135 = -287628.658391
  nChanged 4
		SP:Iteration 19Q (41555.220000 sec): 3 clusters
  Score: Raw -290177.278491 + Penalty 2546.306135 = -287630.972356
  nChanged 4
		SP:Iteration 20F (41555.410000 sec): 3 clusters
  Score: Raw -290179.773375 + Penalty 2546.306135 = -287633.467240
  nChanged 4
		SP:Iteration 21Q (41555.580000 sec): 3 clusters
  Score: Raw -290182.638068 + Penalty 2546.306135 = -287636.331933
  nChanged 5
		SP:Iteration 22Q (41555.720000 sec): 3 clusters
  Score: Raw -290185.807223 + Penalty 2546.306135 = -287639.501088
  nChanged 5
		SP:Iteration 23Q (41555.890000 sec): 3 clusters
  Score: Raw -290189.499180 + Penalty 2546.306135 = -287643.193045
  nChanged 5
		SP:Iteration 24Q (41556.050000 sec): 3 clusters
  Score: Raw -290192.954899 + Penalty 2546.306135 = -287646.648764
  nChanged 3
		SP:Iteration 25Q (41556.240000 sec): 3 clusters
  Score: Raw -290194.085520 + Penalty 2546.306135 = -287647.779385
  nChanged 0
		SP:Iteration 26F (41556.420000 sec): 3 clusters
  Score: Raw -290194.085520 + Penalty 2546.306135 = -287647.779385
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41556.510000 sec): 2 clusters
  Score: Raw -667536.463498 + Penalty 1399.826984 = -666136.636514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41556.750000 sec): 3 clusters
  Score: Raw -664599.916079 + Penalty 2799.653968 = -661800.262111
  nChanged 2254
		SP:Iteration 1F (41556.910000 sec): 3 clusters
  Score: Raw -665812.410002 + Penalty 2799.653968 = -663012.756034
  nChanged 397
		SP:Iteration 2F (41557.120000 sec): 3 clusters
  Score: Raw -666056.526833 + Penalty 2799.653968 = -663256.872865
  nChanged 356
		SP:Iteration 3F (41557.340000 sec): 3 clusters
  Score: Raw -666285.895978 + Penalty 2799.653968 = -663486.242010
  nChanged 312
		SP:Iteration 4F (41557.530000 sec): 3 clusters
  Score: Raw -666478.366758 + Penalty 2799.653968 = -663678.712790
  nChanged 280
		SP:Iteration 5F (41557.710000 sec): 3 clusters
  Score: Raw -666662.280147 + Penalty 2799.653968 = -663862.626179
  nChanged 269
		SP:Iteration 6Q (41557.920000 sec): 3 clusters
  Score: Raw -666859.560585 + Penalty 2799.653968 = -664059.906617
  nChanged 279
		SP:Iteration 7F (41558.110000 sec): 3 clusters
  Score: Raw -667041.831017 + Penalty 2799.653968 = -664242.177049
  nChanged 235
		SP:Iteration 8Q (41558.270000 sec): 3 clusters
  Score: Raw -667192.678821 + Penalty 2799.653968 = -664393.024853
  nChanged 222
		SP:Iteration 9Q (41558.460000 sec): 3 clusters
  Score: Raw -667334.019338 + Penalty 2799.653968 = -664534.365370
  nChanged 194
		SP:Iteration 10Q (41558.680000 sec): 3 clusters
  Score: Raw -667432.021129 + Penalty 2799.653968 = -664632.367160
  nChanged 165
		SP:Iteration 11Q (41558.890000 sec): 3 clusters
  Score: Raw -667505.251925 + Penalty 2799.653968 = -664705.597957
  nChanged 137
		SP:Iteration 12Q (41559.050000 sec): 3 clusters
  Score: Raw -667559.876859 + Penalty 2799.653968 = -664760.222891
  nChanged 100
		SP:Iteration 13Q (41559.250000 sec): 3 clusters
  Score: Raw -667600.197775 + Penalty 2799.653968 = -664800.543806
  nChanged 81
		SP:Iteration 14Q (41559.410000 sec): 3 clusters
  Score: Raw -667624.808952 + Penalty 2799.653968 = -664825.154984
  nChanged 52
		SP:Iteration 15Q (41559.610000 sec): 3 clusters
  Score: Raw -667640.299273 + Penalty 2799.653968 = -664840.645305
  nChanged 35
		SP:Iteration 16Q (41559.820000 sec): 3 clusters
  Score: Raw -667648.303478 + Penalty 2799.653968 = -664848.649510
  nChanged 24
		SP:Iteration 17Q (41560.020000 sec): 3 clusters
  Score: Raw -667653.280179 + Penalty 2799.653968 = -664853.626210
  nChanged 18
		SP:Iteration 18Q (41560.250000 sec): 3 clusters
  Score: Raw -667656.523113 + Penalty 2799.653968 = -664856.869144
  nChanged 20
		SP:Iteration 19Q (41560.450000 sec): 3 clusters
  Score: Raw -667660.825386 + Penalty 2799.653968 = -664861.171418
  nChanged 10
		SP:Iteration 20F (41560.630000 sec): 3 clusters
  Score: Raw -667662.823764 + Penalty 2799.653968 = -664863.169796
  nChanged 9
		SP:Iteration 21Q (41560.810000 sec): 3 clusters
  Score: Raw -667664.858682 + Penalty 2799.653968 = -664865.204714
  nChanged 11
		SP:Iteration 22Q (41560.990000 sec): 3 clusters
  Score: Raw -667667.062429 + Penalty 2799.653968 = -664867.408461
  nChanged 7
		SP:Iteration 23Q (41561.170000 sec): 3 clusters
  Score: Raw -667667.963436 + Penalty 2799.653968 = -664868.309468
  nChanged 3
		SP:Iteration 24Q (41561.370000 sec): 3 clusters
  Score: Raw -667668.691175 + Penalty 2799.653968 = -664869.037207
  nChanged 4
		SP:Iteration 25Q (41561.520000 sec): 3 clusters
  Score: Raw -667669.427254 + Penalty 2799.653968 = -664869.773286
  nChanged 6
		SP:Iteration 26Q (41561.730000 sec): 3 clusters
  Score: Raw -667670.116629 + Penalty 2799.653968 = -664870.462661
  nChanged 2
		SP:Iteration 27Q (41561.920000 sec): 3 clusters
  Score: Raw -667670.585655 + Penalty 2799.653968 = -664870.931687
  nChanged 0
		SP:Iteration 28F (41562.090000 sec): 3 clusters
  Score: Raw -667670.585655 + Penalty 2799.653968 = -664870.931687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41562.880000 sec): 2 clusters
  Score: Raw -14732748.405686 + Penalty 1899.645409 = -14730848.760276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41563.690000 sec): 3 clusters
  Score: Raw -14654698.373978 + Penalty 3799.290819 = -14650899.083159
  nChanged 57247
		SP:Iteration 1F (41564.540000 sec): 3 clusters
  Score: Raw -14688204.939236 + Penalty 3799.290819 = -14684405.648418
  nChanged 3358
		SP:Iteration 2Q (41565.310000 sec): 3 clusters
  Score: Raw -14688945.986920 + Penalty 3799.290819 = -14685146.696101
  nChanged 3783
		SP:Iteration 3Q (41566.080000 sec): 3 clusters
  Score: Raw -14690010.658043 + Penalty 3799.290819 = -14686211.367224
  nChanged 4863
		SP:Iteration 4Q (41566.840000 sec): 3 clusters
  Score: Raw -14691902.298968 + Penalty 3799.290819 = -14688103.008149
  nChanged 6753
		SP:Iteration 5F (41567.600000 sec): 3 clusters
  Score: Raw -14695617.718412 + Penalty 3799.290819 = -14691818.427594
  nChanged 9277
		SP:Iteration 6F (41568.320000 sec): 3 clusters
  Score: Raw -14702562.724914 + Penalty 3799.290819 = -14698763.434096
  nChanged 11131
		SP:Iteration 7F (41569.030000 sec): 3 clusters
  Score: Raw -14712877.323526 + Penalty 3799.290819 = -14709078.032707
  nChanged 9995
		SP:Iteration 8F (41569.780000 sec): 3 clusters
  Score: Raw -14723154.696681 + Penalty 3799.290819 = -14719355.405862
  nChanged 6212
		SP:Iteration 9F (41570.500000 sec): 3 clusters
  Score: Raw -14729457.071020 + Penalty 3799.290819 = -14725657.780201
  nChanged 2526
		SP:Iteration 10Q (41571.180000 sec): 3 clusters
  Score: Raw -14731853.877284 + Penalty 3799.290819 = -14728054.586465
  nChanged 757
		SP:Iteration 11Q (41571.880000 sec): 3 clusters
  Score: Raw -14732565.801018 + Penalty 3799.290819 = -14728766.510200
  nChanged 189
		SP:Iteration 12Q (41572.550000 sec): 3 clusters
  Score: Raw -14732778.952908 + Penalty 3799.290819 = -14728979.662089
  nChanged 75
		SP:Iteration 13Q (41573.210000 sec): 3 clusters
  Score: Raw -14732873.961084 + Penalty 3799.290819 = -14729074.670265
  nChanged 32
		SP:Iteration 14Q (41573.910000 sec): 3 clusters
  Score: Raw -14732925.720455 + Penalty 3799.290819 = -14729126.429636
  nChanged 21
		SP:Iteration 15Q (41574.570000 sec): 3 clusters
  Score: Raw -14732953.940585 + Penalty 3799.290819 = -14729154.649766
  nChanged 20
		SP:Iteration 16Q (41575.160000 sec): 3 clusters
  Score: Raw -14732977.544790 + Penalty 3799.290819 = -14729178.253971
  nChanged 10
		SP:Iteration 17Q (41575.760000 sec): 3 clusters
  Score: Raw -14732993.982199 + Penalty 3799.290819 = -14729194.691380
  nChanged 8
		SP:Iteration 18Q (41576.330000 sec): 3 clusters
  Score: Raw -14733001.678617 + Penalty 3799.290819 = -14729202.387798
  nChanged 3
		SP:Iteration 19Q (41576.910000 sec): 3 clusters
  Score: Raw -14733004.450207 + Penalty 3799.290819 = -14729205.159389
  nChanged 1
		SP:Iteration 20F (41577.570000 sec): 3 clusters
  Score: Raw -14733005.839952 + Penalty 3799.290819 = -14729206.549134
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41577.780000 sec): 2 clusters
  Score: Raw -394371.289939 + Penalty 1316.719484 = -393054.570454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41578.010000 sec): 3 clusters
  Score: Raw -392840.431843 + Penalty 2633.438969 = -390206.992874
  nChanged 1290
		SP:Iteration 1F (41578.200000 sec): 3 clusters
  Score: Raw -393661.312739 + Penalty 2633.438969 = -391027.873770
  nChanged 282
		SP:Iteration 2F (41578.380000 sec): 3 clusters
  Score: Raw -393866.022685 + Penalty 2633.438969 = -391232.583716
  nChanged 219
		SP:Iteration 3F (41578.580000 sec): 3 clusters
  Score: Raw -394026.967141 + Penalty 2633.438969 = -391393.528172
  nChanged 163
		SP:Iteration 4Q (41578.780000 sec): 3 clusters
  Score: Raw -394164.222600 + Penalty 2633.438969 = -391530.783631
  nChanged 173
		SP:Iteration 5F (41578.960000 sec): 3 clusters
  Score: Raw -394312.671717 + Penalty 2633.438969 = -391679.232748
  nChanged 151
		SP:Iteration 6Q (41579.130000 sec): 3 clusters
  Score: Raw -394445.726116 + Penalty 2633.438969 = -391812.287148
  nChanged 149
		SP:Iteration 7Q (41579.310000 sec): 3 clusters
  Score: Raw -394563.842892 + Penalty 2633.438969 = -391930.403923
  nChanged 122
		SP:Iteration 8Q (41579.510000 sec): 3 clusters
  Score: Raw -394643.962724 + Penalty 2633.438969 = -392010.523755
  nChanged 88
		SP:Iteration 9Q (41579.670000 sec): 3 clusters
  Score: Raw -394699.280738 + Penalty 2633.438969 = -392065.841769
  nChanged 80
		SP:Iteration 10Q (41579.840000 sec): 3 clusters
  Score: Raw -394746.071250 + Penalty 2633.438969 = -392112.632281
  nChanged 75
		SP:Iteration 11Q (41580.020000 sec): 3 clusters
  Score: Raw -394784.886471 + Penalty 2633.438969 = -392151.447502
  nChanged 39
		SP:Iteration 12Q (41580.230000 sec): 3 clusters
  Score: Raw -394802.136858 + Penalty 2633.438969 = -392168.697889
  nChanged 31
		SP:Iteration 13Q (41580.420000 sec): 3 clusters
  Score: Raw -394816.330557 + Penalty 2633.438969 = -392182.891588
  nChanged 28
		SP:Iteration 14Q (41580.560000 sec): 3 clusters
  Score: Raw -394827.593226 + Penalty 2633.438969 = -392194.154257
  nChanged 17
		SP:Iteration 15Q (41580.750000 sec): 3 clusters
  Score: Raw -394833.172343 + Penalty 2633.438969 = -392199.733374
  nChanged 16
		SP:Iteration 16Q (41580.970000 sec): 3 clusters
  Score: Raw -394837.925875 + Penalty 2633.438969 = -392204.486907
  nChanged 11
		SP:Iteration 17Q (41581.130000 sec): 3 clusters
  Score: Raw -394842.344398 + Penalty 2633.438969 = -392208.905429
  nChanged 8
		SP:Iteration 18Q (41581.330000 sec): 3 clusters
  Score: Raw -394844.605806 + Penalty 2633.438969 = -392211.166837
  nChanged 7
		SP:Iteration 19Q (41581.510000 sec): 3 clusters
  Score: Raw -394846.856616 + Penalty 2633.438969 = -392213.417647
  nChanged 5
		SP:Iteration 20F (41581.720000 sec): 3 clusters
  Score: Raw -394848.527091 + Penalty 2633.438969 = -392215.088122
  nChanged 8
		SP:Iteration 21Q (41581.910000 sec): 3 clusters
  Score: Raw -394851.944562 + Penalty 2633.438969 = -392218.505593
  nChanged 7
		SP:Iteration 22Q (41582.100000 sec): 3 clusters
  Score: Raw -394854.322960 + Penalty 2633.438969 = -392220.883991
  nChanged 4
		SP:Iteration 23Q (41582.260000 sec): 3 clusters
  Score: Raw -394855.707530 + Penalty 2633.438969 = -392222.268561
  nChanged 4
		SP:Iteration 24Q (41582.460000 sec): 3 clusters
  Score: Raw -394856.901853 + Penalty 2633.438969 = -392223.462884
  nChanged 2
		SP:Iteration 25Q (41582.650000 sec): 3 clusters
  Score: Raw -394857.814210 + Penalty 2633.438969 = -392224.375242
  nChanged 2
		SP:Iteration 26Q (41582.800000 sec): 3 clusters
  Score: Raw -394858.783592 + Penalty 2633.438969 = -392225.344623
  nChanged 3
		SP:Iteration 27Q (41582.970000 sec): 3 clusters
  Score: Raw -394859.840855 + Penalty 2633.438969 = -392226.401886
  nChanged 4
		SP:Iteration 28Q (41583.150000 sec): 3 clusters
  Score: Raw -394861.007634 + Penalty 2633.438969 = -392227.568666
  nChanged 1
		SP:Iteration 29Q (41583.350000 sec): 3 clusters
  Score: Raw -394861.353832 + Penalty 2633.438969 = -392227.914864
  nChanged 1
		SP:Iteration 30Q (41583.540000 sec): 3 clusters
  Score: Raw -394861.662277 + Penalty 2633.438969 = -392228.223308
  nChanged 0
		SP:Iteration 31F (41583.700000 sec): 3 clusters
  Score: Raw -394861.662277 + Penalty 2633.438969 = -392228.223308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41583.820000 sec): 2 clusters
  Score: Raw -644659.976766 + Penalty 1395.008047 = -643264.968718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41584.020000 sec): 3 clusters
  Score: Raw -641911.498046 + Penalty 2790.016095 = -639121.481951
  nChanged 2160
		SP:Iteration 1F (41584.240000 sec): 3 clusters
  Score: Raw -643496.542140 + Penalty 2790.016095 = -640706.526045
  nChanged 597
		SP:Iteration 2F (41584.410000 sec): 3 clusters
  Score: Raw -644177.679090 + Penalty 2790.016095 = -641387.662995
  nChanged 552
		SP:Iteration 3F (41584.600000 sec): 3 clusters
  Score: Raw -644787.435605 + Penalty 2790.016095 = -641997.419511
  nChanged 421
		SP:Iteration 4F (41584.820000 sec): 3 clusters
  Score: Raw -645113.770413 + Penalty 2790.016095 = -642323.754319
  nChanged 225
		SP:Iteration 5Q (41585.020000 sec): 3 clusters
  Score: Raw -645218.649420 + Penalty 2790.016095 = -642428.633325
  nChanged 116
		SP:Iteration 6Q (41585.230000 sec): 3 clusters
  Score: Raw -645262.012093 + Penalty 2790.016095 = -642471.995998
  nChanged 64
		SP:Iteration 7Q (41585.400000 sec): 3 clusters
  Score: Raw -645280.988343 + Penalty 2790.016095 = -642490.972248
  nChanged 42
		SP:Iteration 8Q (41585.590000 sec): 3 clusters
  Score: Raw -645292.239916 + Penalty 2790.016095 = -642502.223822
  nChanged 23
		SP:Iteration 9Q (41585.820000 sec): 3 clusters
  Score: Raw -645298.819266 + Penalty 2790.016095 = -642508.803171
  nChanged 23
		SP:Iteration 10Q (41586.040000 sec): 3 clusters
  Score: Raw -645303.621398 + Penalty 2790.016095 = -642513.605304
  nChanged 14
		SP:Iteration 11Q (41586.210000 sec): 3 clusters
  Score: Raw -645306.592709 + Penalty 2790.016095 = -642516.576615
  nChanged 8
		SP:Iteration 12Q (41586.430000 sec): 3 clusters
  Score: Raw -645307.894428 + Penalty 2790.016095 = -642517.878334
  nChanged 5
		SP:Iteration 13Q (41586.630000 sec): 3 clusters
  Score: Raw -645308.821079 + Penalty 2790.016095 = -642518.804985
  nChanged 5
		SP:Iteration 14Q (41586.830000 sec): 3 clusters
  Score: Raw -645309.654057 + Penalty 2790.016095 = -642519.637962
  nChanged 4
		SP:Iteration 15Q (41586.990000 sec): 3 clusters
  Score: Raw -645310.274149 + Penalty 2790.016095 = -642520.258054
  nChanged 0
		SP:Iteration 16F (41587.230000 sec): 3 clusters
  Score: Raw -645310.274149 + Penalty 2790.016095 = -642520.258054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41587.310000 sec): 2 clusters
  Score: Raw -505450.267639 + Penalty 1367.175391 = -504083.092248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41587.520000 sec): 3 clusters
  Score: Raw -503138.595765 + Penalty 2734.350782 = -500404.244982
  nChanged 1792
		SP:Iteration 1F (41587.720000 sec): 3 clusters
  Score: Raw -504231.482663 + Penalty 2734.350782 = -501497.131880
  nChanged 361
		SP:Iteration 2F (41587.870000 sec): 3 clusters
  Score: Raw -504534.492119 + Penalty 2734.350782 = -501800.141337
  nChanged 323
		SP:Iteration 3F (41588.050000 sec): 3 clusters
  Score: Raw -504837.530161 + Penalty 2734.350782 = -502103.179378
  nChanged 302
		SP:Iteration 4F (41588.260000 sec): 3 clusters
  Score: Raw -505111.861737 + Penalty 2734.350782 = -502377.510955
  nChanged 258
		SP:Iteration 5F (41588.440000 sec): 3 clusters
  Score: Raw -505339.140240 + Penalty 2734.350782 = -502604.789457
  nChanged 225
		SP:Iteration 6Q (41588.650000 sec): 3 clusters
  Score: Raw -505554.372908 + Penalty 2734.350782 = -502820.022126
  nChanged 189
		SP:Iteration 7Q (41588.860000 sec): 3 clusters
  Score: Raw -505734.064812 + Penalty 2734.350782 = -502999.714029
  nChanged 154
		SP:Iteration 8Q (41589.020000 sec): 3 clusters
  Score: Raw -505872.408230 + Penalty 2734.350782 = -503138.057448
  nChanged 128
		SP:Iteration 9Q (41589.190000 sec): 3 clusters
  Score: Raw -505978.925840 + Penalty 2734.350782 = -503244.575058
  nChanged 102
		SP:Iteration 10Q (41589.380000 sec): 3 clusters
  Score: Raw -506055.405499 + Penalty 2734.350782 = -503321.054717
  nChanged 93
		SP:Iteration 11Q (41589.550000 sec): 3 clusters
  Score: Raw -506122.303878 + Penalty 2734.350782 = -503387.953095
  nChanged 68
		SP:Iteration 12Q (41589.740000 sec): 3 clusters
  Score: Raw -506165.977612 + Penalty 2734.350782 = -503431.626830
  nChanged 50
		SP:Iteration 13Q (41589.910000 sec): 3 clusters
  Score: Raw -506190.665262 + Penalty 2734.350782 = -503456.314479
  nChanged 43
		SP:Iteration 14Q (41590.080000 sec): 3 clusters
  Score: Raw -506210.499643 + Penalty 2734.350782 = -503476.148861
  nChanged 37
		SP:Iteration 15Q (41590.270000 sec): 3 clusters
  Score: Raw -506227.643546 + Penalty 2734.350782 = -503493.292764
  nChanged 25
		SP:Iteration 16Q (41590.490000 sec): 3 clusters
  Score: Raw -506238.746778 + Penalty 2734.350782 = -503504.395996
  nChanged 23
		SP:Iteration 17Q (41590.700000 sec): 3 clusters
  Score: Raw -506248.280290 + Penalty 2734.350782 = -503513.929507
  nChanged 22
		SP:Iteration 18Q (41590.880000 sec): 3 clusters
  Score: Raw -506255.317842 + Penalty 2734.350782 = -503520.967060
  nChanged 18
		SP:Iteration 19Q (41591.050000 sec): 3 clusters
  Score: Raw -506263.078607 + Penalty 2734.350782 = -503528.727825
  nChanged 15
		SP:Iteration 20F (41591.250000 sec): 3 clusters
  Score: Raw -506268.557133 + Penalty 2734.350782 = -503534.206351
  nChanged 12
		SP:Iteration 21Q (41591.450000 sec): 3 clusters
  Score: Raw -506273.281424 + Penalty 2734.350782 = -503538.930641
  nChanged 13
		SP:Iteration 22Q (41591.640000 sec): 3 clusters
  Score: Raw -506278.030939 + Penalty 2734.350782 = -503543.680156
  nChanged 12
		SP:Iteration 23Q (41591.770000 sec): 3 clusters
  Score: Raw -506283.036646 + Penalty 2734.350782 = -503548.685863
  nChanged 14
		SP:Iteration 24Q (41591.990000 sec): 3 clusters
  Score: Raw -506286.626372 + Penalty 2734.350782 = -503552.275589
  nChanged 6
		SP:Iteration 25Q (41592.150000 sec): 3 clusters
  Score: Raw -506288.102833 + Penalty 2734.350782 = -503553.752050
  nChanged 5
		SP:Iteration 26Q (41592.360000 sec): 3 clusters
  Score: Raw -506289.208107 + Penalty 2734.350782 = -503554.857324
  nChanged 5
		SP:Iteration 27Q (41592.560000 sec): 3 clusters
  Score: Raw -506290.260474 + Penalty 2734.350782 = -503555.909692
  nChanged 4
		SP:Iteration 28Q (41592.760000 sec): 3 clusters
  Score: Raw -506291.371646 + Penalty 2734.350782 = -503557.020864
  nChanged 3
		SP:Iteration 29Q (41592.980000 sec): 3 clusters
  Score: Raw -506291.955806 + Penalty 2734.350782 = -503557.605024
  nChanged 0
		SP:Iteration 30F (41593.190000 sec): 3 clusters
  Score: Raw -506291.955806 + Penalty 2734.350782 = -503557.605024
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41593.260000 sec): 2 clusters
  Score: Raw -235254.228788 + Penalty 1243.847024 = -234010.381763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41593.450000 sec): 3 clusters
  Score: Raw -234359.548305 + Penalty 2487.694049 = -231871.854257
  nChanged 736
		SP:Iteration 1F (41593.680000 sec): 3 clusters
  Score: Raw -234904.368860 + Penalty 2487.694049 = -232416.674811
  nChanged 191
		SP:Iteration 2F (41593.850000 sec): 3 clusters
  Score: Raw -235108.881937 + Penalty 2487.694049 = -232621.187888
  nChanged 140
		SP:Iteration 3F (41594.000000 sec): 3 clusters
  Score: Raw -235319.466654 + Penalty 2487.694049 = -232831.772605
  nChanged 124
		SP:Iteration 4F (41594.210000 sec): 3 clusters
  Score: Raw -235489.088335 + Penalty 2487.694049 = -233001.394286
  nChanged 104
		SP:Iteration 5Q (41594.370000 sec): 3 clusters
  Score: Raw -235611.458028 + Penalty 2487.694049 = -233123.763979
  nChanged 80
		SP:Iteration 6Q (41594.600000 sec): 3 clusters
  Score: Raw -235702.017743 + Penalty 2487.694049 = -233214.323695
  nChanged 78
		SP:Iteration 7Q (41594.750000 sec): 3 clusters
  Score: Raw -235781.316333 + Penalty 2487.694049 = -233293.622284
  nChanged 62
		SP:Iteration 8Q (41594.950000 sec): 3 clusters
  Score: Raw -235844.172641 + Penalty 2487.694049 = -233356.478593
  nChanged 51
		SP:Iteration 9Q (41595.110000 sec): 3 clusters
  Score: Raw -235895.669485 + Penalty 2487.694049 = -233407.975436
  nChanged 48
		SP:Iteration 10Q (41595.280000 sec): 3 clusters
  Score: Raw -235942.975115 + Penalty 2487.694049 = -233455.281066
  nChanged 43
		SP:Iteration 11Q (41595.430000 sec): 3 clusters
  Score: Raw -235992.464732 + Penalty 2487.694049 = -233504.770683
  nChanged 35
		SP:Iteration 12Q (41595.610000 sec): 3 clusters
  Score: Raw -236027.351369 + Penalty 2487.694049 = -233539.657321
  nChanged 28
		SP:Iteration 13Q (41595.790000 sec): 3 clusters
  Score: Raw -236055.649421 + Penalty 2487.694049 = -233567.955373
  nChanged 23
		SP:Iteration 14Q (41595.980000 sec): 3 clusters
  Score: Raw -236073.853708 + Penalty 2487.694049 = -233586.159659
  nChanged 24
		SP:Iteration 15Q (41596.150000 sec): 3 clusters
  Score: Raw -236089.235367 + Penalty 2487.694049 = -233601.541319
  nChanged 20
		SP:Iteration 16Q (41596.300000 sec): 3 clusters
  Score: Raw -236100.009621 + Penalty 2487.694049 = -233612.315572
  nChanged 11
		SP:Iteration 17Q (41596.500000 sec): 3 clusters
  Score: Raw -236106.393058 + Penalty 2487.694049 = -233618.699009
  nChanged 9
		SP:Iteration 18Q (41596.680000 sec): 3 clusters
  Score: Raw -236110.379250 + Penalty 2487.694049 = -233622.685201
  nChanged 5
		SP:Iteration 19Q (41596.840000 sec): 3 clusters
  Score: Raw -236112.367113 + Penalty 2487.694049 = -233624.673064
  nChanged 4
		SP:Iteration 20F (41597.010000 sec): 3 clusters
  Score: Raw -236113.864077 + Penalty 2487.694049 = -233626.170028
  nChanged 4
		SP:Iteration 21Q (41597.180000 sec): 3 clusters
  Score: Raw -236115.242662 + Penalty 2487.694049 = -233627.548613
  nChanged 3
		SP:Iteration 22Q (41597.400000 sec): 3 clusters
  Score: Raw -236116.292624 + Penalty 2487.694049 = -233628.598575
  nChanged 3
		SP:Iteration 23Q (41597.540000 sec): 3 clusters
  Score: Raw -236117.808993 + Penalty 2487.694049 = -233630.114944
  nChanged 5
		SP:Iteration 24Q (41597.720000 sec): 3 clusters
  Score: Raw -236119.995266 + Penalty 2487.694049 = -233632.301217
  nChanged 6
		SP:Iteration 25Q (41597.900000 sec): 3 clusters
  Score: Raw -236122.859979 + Penalty 2487.694049 = -233635.165931
  nChanged 4
		SP:Iteration 26Q (41598.070000 sec): 3 clusters
  Score: Raw -236125.667889 + Penalty 2487.694049 = -233637.973840
  nChanged 5
		SP:Iteration 27Q (41598.300000 sec): 3 clusters
  Score: Raw -236128.384919 + Penalty 2487.694049 = -233640.690870
  nChanged 4
		SP:Iteration 28Q (41598.450000 sec): 3 clusters
  Score: Raw -236130.986141 + Penalty 2487.694049 = -233643.292093
  nChanged 8
		SP:Iteration 29Q (41598.630000 sec): 3 clusters
  Score: Raw -236134.011578 + Penalty 2487.694049 = -233646.317529
  nChanged 3
		SP:Iteration 30Q (41598.770000 sec): 3 clusters
  Score: Raw -236135.932071 + Penalty 2487.694049 = -233648.238023
  nChanged 3
		SP:Iteration 31Q (41598.940000 sec): 3 clusters
  Score: Raw -236138.556895 + Penalty 2487.694049 = -233650.862846
  nChanged 6
		SP:Iteration 32Q (41599.110000 sec): 3 clusters
  Score: Raw -236143.309481 + Penalty 2487.694049 = -233655.615432
  nChanged 7
		SP:Iteration 33Q (41599.270000 sec): 3 clusters
  Score: Raw -236147.579992 + Penalty 2487.694049 = -233659.885943
  nChanged 5
		SP:Iteration 34Q (41599.470000 sec): 3 clusters
  Score: Raw -236151.104415 + Penalty 2487.694049 = -233663.410367
  nChanged 7
		SP:Iteration 35Q (41599.630000 sec): 3 clusters
  Score: Raw -236154.265683 + Penalty 2487.694049 = -233666.571634
  nChanged 7
		SP:Iteration 36Q (41599.840000 sec): 3 clusters
  Score: Raw -236158.937468 + Penalty 2487.694049 = -233671.243419
  nChanged 8
		SP:Iteration 37Q (41600.010000 sec): 3 clusters
  Score: Raw -236164.745613 + Penalty 2487.694049 = -233677.051564
  nChanged 8
		SP:Iteration 38Q (41600.220000 sec): 3 clusters
  Score: Raw -236168.873321 + Penalty 2487.694049 = -233681.179273
  nChanged 4
		SP:Iteration 39Q (41600.390000 sec): 3 clusters
  Score: Raw -236170.519964 + Penalty 2487.694049 = -233682.825915
  nChanged 1
		SP:Iteration 40F (41600.530000 sec): 3 clusters
  Score: Raw -236170.921633 + Penalty 2487.694049 = -233683.227585
  nChanged 2
		SP:Iteration 41Q (41600.680000 sec): 3 clusters
  Score: Raw -236171.526755 + Penalty 2487.694049 = -233683.832707
  nChanged 2
		SP:Iteration 42Q (41600.860000 sec): 3 clusters
  Score: Raw -236172.311921 + Penalty 2487.694049 = -233684.617872
  nChanged 1
		SP:Iteration 43Q (41601.000000 sec): 3 clusters
  Score: Raw -236172.667325 + Penalty 2487.694049 = -233684.973276
  nChanged 2
		SP:Iteration 44Q (41601.130000 sec): 3 clusters
  Score: Raw -236173.639978 + Penalty 2487.694049 = -233685.945930
  nChanged 3
		SP:Iteration 45Q (41601.300000 sec): 3 clusters
  Score: Raw -236174.343325 + Penalty 2487.694049 = -233686.649277
  nChanged 1
		SP:Iteration 46Q (41601.490000 sec): 3 clusters
  Score: Raw -236174.689255 + Penalty 2487.694049 = -233686.995206
  nChanged 1
		SP:Iteration 47Q (41601.650000 sec): 3 clusters
  Score: Raw -236175.386356 + Penalty 2487.694049 = -233687.692307
  nChanged 1
		SP:Iteration 48Q (41601.870000 sec): 3 clusters
  Score: Raw -236175.705667 + Penalty 2487.694049 = -233688.011618
  nChanged 1
		SP:Iteration 49Q (41602.020000 sec): 3 clusters
  Score: Raw -236176.165342 + Penalty 2487.694049 = -233688.471293
  nChanged 1
		SP:Iteration 50Q (41602.170000 sec): 3 clusters
  Score: Raw -236176.465177 + Penalty 2487.694049 = -233688.771129
  nChanged 0
		SP:Iteration 51F (41602.310000 sec): 3 clusters
  Score: Raw -236176.465177 + Penalty 2487.694049 = -233688.771129
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41602.450000 sec): 2 clusters
  Score: Raw -635537.399086 + Penalty 1398.494403 = -634138.904683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41602.630000 sec): 3 clusters
  Score: Raw -632701.585000 + Penalty 2796.988805 = -629904.596194
  nChanged 2256
		SP:Iteration 1F (41602.840000 sec): 3 clusters
  Score: Raw -634088.172518 + Penalty 2796.988805 = -631291.183713
  nChanged 453
		SP:Iteration 2F (41603.050000 sec): 3 clusters
  Score: Raw -634408.120581 + Penalty 2796.988805 = -631611.131776
  nChanged 360
		SP:Iteration 3F (41603.240000 sec): 3 clusters
  Score: Raw -634649.749977 + Penalty 2796.988805 = -631852.761171
  nChanged 301
		SP:Iteration 4F (41603.460000 sec): 3 clusters
  Score: Raw -634880.648832 + Penalty 2796.988805 = -632083.660026
  nChanged 286
		SP:Iteration 5F (41603.630000 sec): 3 clusters
  Score: Raw -635135.895721 + Penalty 2796.988805 = -632338.906916
  nChanged 284
		SP:Iteration 6F (41603.830000 sec): 3 clusters
  Score: Raw -635378.359584 + Penalty 2796.988805 = -632581.370779
  nChanged 258
		SP:Iteration 7Q (41604.000000 sec): 3 clusters
  Score: Raw -635546.160270 + Penalty 2796.988805 = -632749.171465
  nChanged 196
		SP:Iteration 8Q (41604.160000 sec): 3 clusters
  Score: Raw -635638.216618 + Penalty 2796.988805 = -632841.227813
  nChanged 122
		SP:Iteration 9Q (41604.400000 sec): 3 clusters
  Score: Raw -635683.358437 + Penalty 2796.988805 = -632886.369631
  nChanged 83
		SP:Iteration 10Q (41604.590000 sec): 3 clusters
  Score: Raw -635709.316337 + Penalty 2796.988805 = -632912.327532
  nChanged 64
		SP:Iteration 11Q (41604.810000 sec): 3 clusters
  Score: Raw -635726.619090 + Penalty 2796.988805 = -632929.630285
  nChanged 35
		SP:Iteration 12Q (41604.990000 sec): 3 clusters
  Score: Raw -635735.181518 + Penalty 2796.988805 = -632938.192713
  nChanged 21
		SP:Iteration 13Q (41605.200000 sec): 3 clusters
  Score: Raw -635738.987425 + Penalty 2796.988805 = -632941.998620
  nChanged 16
		SP:Iteration 14Q (41605.430000 sec): 3 clusters
  Score: Raw -635741.700096 + Penalty 2796.988805 = -632944.711291
  nChanged 12
		SP:Iteration 15Q (41605.590000 sec): 3 clusters
  Score: Raw -635743.597151 + Penalty 2796.988805 = -632946.608346
  nChanged 11
		SP:Iteration 16Q (41605.790000 sec): 3 clusters
  Score: Raw -635745.230110 + Penalty 2796.988805 = -632948.241305
  nChanged 8
		SP:Iteration 17Q (41605.980000 sec): 3 clusters
  Score: Raw -635747.480836 + Penalty 2796.988805 = -632950.492030
  nChanged 9
		SP:Iteration 18Q (41606.180000 sec): 3 clusters
  Score: Raw -635749.116154 + Penalty 2796.988805 = -632952.127348
  nChanged 10
		SP:Iteration 19Q (41606.380000 sec): 3 clusters
  Score: Raw -635751.291742 + Penalty 2796.988805 = -632954.302936
  nChanged 10
		SP:Iteration 20F (41606.590000 sec): 3 clusters
  Score: Raw -635753.776392 + Penalty 2796.988805 = -632956.787586
  nChanged 11
		SP:Iteration 21Q (41606.780000 sec): 3 clusters
  Score: Raw -635756.928187 + Penalty 2796.988805 = -632959.939382
  nChanged 12
		SP:Iteration 22Q (41606.900000 sec): 3 clusters
  Score: Raw -635760.172023 + Penalty 2796.988805 = -632963.183218
  nChanged 24
		SP:Iteration 23Q (41607.080000 sec): 3 clusters
  Score: Raw -635765.871872 + Penalty 2796.988805 = -632968.883067
  nChanged 20
		SP:Iteration 24Q (41607.270000 sec): 3 clusters
  Score: Raw -635769.646063 + Penalty 2796.988805 = -632972.657258
  nChanged 17
		SP:Iteration 25Q (41607.500000 sec): 3 clusters
  Score: Raw -635773.620338 + Penalty 2796.988805 = -632976.631533
  nChanged 19
		SP:Iteration 26Q (41607.660000 sec): 3 clusters
  Score: Raw -635778.174713 + Penalty 2796.988805 = -632981.185908
  nChanged 17
		SP:Iteration 27Q (41607.870000 sec): 3 clusters
  Score: Raw -635781.727080 + Penalty 2796.988805 = -632984.738275
  nChanged 20
		SP:Iteration 28Q (41608.040000 sec): 3 clusters
  Score: Raw -635785.640774 + Penalty 2796.988805 = -632988.651968
  nChanged 12
		SP:Iteration 29Q (41608.280000 sec): 3 clusters
  Score: Raw -635788.050537 + Penalty 2796.988805 = -632991.061732
  nChanged 11
		SP:Iteration 30Q (41608.460000 sec): 3 clusters
  Score: Raw -635790.828633 + Penalty 2796.988805 = -632993.839828
  nChanged 8
		SP:Iteration 31Q (41608.660000 sec): 3 clusters
  Score: Raw -635792.984246 + Penalty 2796.988805 = -632995.995441
  nChanged 10
		SP:Iteration 32Q (41608.840000 sec): 3 clusters
  Score: Raw -635794.970330 + Penalty 2796.988805 = -632997.981525
  nChanged 13
		SP:Iteration 33Q (41609.050000 sec): 3 clusters
  Score: Raw -635797.200317 + Penalty 2796.988805 = -633000.211512
  nChanged 14
		SP:Iteration 34Q (41609.220000 sec): 3 clusters
  Score: Raw -635801.671175 + Penalty 2796.988805 = -633004.682370
  nChanged 17
		SP:Iteration 35Q (41609.420000 sec): 3 clusters
  Score: Raw -635805.967258 + Penalty 2796.988805 = -633008.978452
  nChanged 19
		SP:Iteration 36Q (41609.560000 sec): 3 clusters
  Score: Raw -635809.626610 + Penalty 2796.988805 = -633012.637804
  nChanged 19
		SP:Iteration 37Q (41609.760000 sec): 3 clusters
  Score: Raw -635813.444166 + Penalty 2796.988805 = -633016.455361
  nChanged 24
		SP:Iteration 38Q (41609.940000 sec): 3 clusters
  Score: Raw -635819.921373 + Penalty 2796.988805 = -633022.932568
  nChanged 26
		SP:Iteration 39Q (41610.160000 sec): 3 clusters
  Score: Raw -635829.217035 + Penalty 2796.988805 = -633032.228230
  nChanged 26
		SP:Iteration 40F (41610.320000 sec): 3 clusters
  Score: Raw -635837.280886 + Penalty 2796.988805 = -633040.292080
  nChanged 32
		SP:Iteration 41Q (41610.500000 sec): 3 clusters
  Score: Raw -635848.157205 + Penalty 2796.988805 = -633051.168400
  nChanged 41
		SP:Iteration 42Q (41610.710000 sec): 3 clusters
  Score: Raw -635858.221108 + Penalty 2796.988805 = -633061.232303
  nChanged 48
		SP:Iteration 43Q (41610.860000 sec): 3 clusters
  Score: Raw -635875.006044 + Penalty 2796.988805 = -633078.017239
  nChanged 41
		SP:Iteration 44Q (41611.040000 sec): 3 clusters
  Score: Raw -635889.409837 + Penalty 2796.988805 = -633092.421032
  nChanged 45
		SP:Iteration 45Q (41611.230000 sec): 3 clusters
  Score: Raw -635903.543443 + Penalty 2796.988805 = -633106.554638
  nChanged 45
		SP:Iteration 46Q (41611.440000 sec): 3 clusters
  Score: Raw -635920.757093 + Penalty 2796.988805 = -633123.768288
  nChanged 50
		SP:Iteration 47Q (41611.610000 sec): 3 clusters
  Score: Raw -635937.664041 + Penalty 2796.988805 = -633140.675236
  nChanged 43
		SP:Iteration 48Q (41611.840000 sec): 3 clusters
  Score: Raw -635953.423728 + Penalty 2796.988805 = -633156.434923
  nChanged 52
		SP:Iteration 49Q (41612.010000 sec): 3 clusters
  Score: Raw -635973.633362 + Penalty 2796.988805 = -633176.644557
  nChanged 45
		SP:Iteration 50Q (41612.180000 sec): 3 clusters
  Score: Raw -635996.779666 + Penalty 2796.988805 = -633199.790861
  nChanged 43
		SP:Iteration 51Q (41612.350000 sec): 3 clusters
  Score: Raw -636012.435160 + Penalty 2796.988805 = -633215.446354
  nChanged 39
		SP:Iteration 52Q (41612.530000 sec): 3 clusters
  Score: Raw -636024.672488 + Penalty 2796.988805 = -633227.683683
  nChanged 41
		SP:Iteration 53Q (41612.720000 sec): 3 clusters
  Score: Raw -636038.061490 + Penalty 2796.988805 = -633241.072685
  nChanged 29
		SP:Iteration 54Q (41612.870000 sec): 3 clusters
  Score: Raw -636044.397220 + Penalty 2796.988805 = -633247.408415
  nChanged 20
		SP:Iteration 55Q (41613.070000 sec): 3 clusters
  Score: Raw -636048.469396 + Penalty 2796.988805 = -633251.480590
  nChanged 13
		SP:Iteration 56Q (41613.240000 sec): 3 clusters
  Score: Raw -636050.384733 + Penalty 2796.988805 = -633253.395928
  nChanged 8
		SP:Iteration 57Q (41613.420000 sec): 3 clusters
  Score: Raw -636051.691282 + Penalty 2796.988805 = -633254.702477
  nChanged 7
		SP:Iteration 58Q (41613.600000 sec): 3 clusters
  Score: Raw -636053.383670 + Penalty 2796.988805 = -633256.394865
  nChanged 12
		SP:Iteration 59Q (41613.810000 sec): 3 clusters
  Score: Raw -636055.202106 + Penalty 2796.988805 = -633258.213301
  nChanged 9
		SP:Iteration 60F (41613.980000 sec): 3 clusters
  Score: Raw -636056.959901 + Penalty 2796.988805 = -633259.971096
  nChanged 14
		SP:Iteration 61Q (41614.220000 sec): 3 clusters
  Score: Raw -636060.412822 + Penalty 2796.988805 = -633263.424017
  nChanged 10
		SP:Iteration 62Q (41614.400000 sec): 3 clusters
  Score: Raw -636063.127639 + Penalty 2796.988805 = -633266.138833
  nChanged 10
		SP:Iteration 63Q (41614.620000 sec): 3 clusters
  Score: Raw -636065.475032 + Penalty 2796.988805 = -633268.486227
  nChanged 7
		SP:Iteration 64Q (41614.810000 sec): 3 clusters
  Score: Raw -636067.023885 + Penalty 2796.988805 = -633270.035080
  nChanged 6
		SP:Iteration 65Q (41614.970000 sec): 3 clusters
  Score: Raw -636068.022405 + Penalty 2796.988805 = -633271.033600
  nChanged 4
		SP:Iteration 66Q (41615.130000 sec): 3 clusters
  Score: Raw -636069.087278 + Penalty 2796.988805 = -633272.098473
  nChanged 3
		SP:Iteration 67Q (41615.310000 sec): 3 clusters
  Score: Raw -636069.525687 + Penalty 2796.988805 = -633272.536882
  nChanged 5
		SP:Iteration 68Q (41615.530000 sec): 3 clusters
  Score: Raw -636070.340443 + Penalty 2796.988805 = -633273.351637
  nChanged 3
		SP:Iteration 69Q (41615.740000 sec): 3 clusters
  Score: Raw -636070.739923 + Penalty 2796.988805 = -633273.751118
  nChanged 3
		SP:Iteration 70Q (41615.860000 sec): 3 clusters
  Score: Raw -636071.109224 + Penalty 2796.988805 = -633274.120418
  nChanged 3
		SP:Iteration 71Q (41616.050000 sec): 3 clusters
  Score: Raw -636071.826116 + Penalty 2796.988805 = -633274.837311
  nChanged 3
		SP:Iteration 72Q (41616.240000 sec): 3 clusters
  Score: Raw -636072.235777 + Penalty 2796.988805 = -633275.246972
  nChanged 2
		SP:Iteration 73Q (41616.420000 sec): 3 clusters
  Score: Raw -636072.421409 + Penalty 2796.988805 = -633275.432604
  nChanged 1
		SP:Iteration 74Q (41616.640000 sec): 3 clusters
  Score: Raw -636072.474176 + Penalty 2796.988805 = -633275.485371
  nChanged 0
		SP:Iteration 75F (41616.840000 sec): 3 clusters
  Score: Raw -636072.474176 + Penalty 2796.988805 = -633275.485371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41616.910000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41617.120000 sec): 3 clusters
  Score: Raw -189813.891998 + Penalty 2405.796744 = -187408.095254
  nChanged 537
		SP:Iteration 1F (41617.260000 sec): 3 clusters
  Score: Raw -190205.274424 + Penalty 2405.796744 = -187799.477679
  nChanged 137
		SP:Iteration 2F (41617.430000 sec): 3 clusters
  Score: Raw -190319.505626 + Penalty 2405.796744 = -187913.708882
  nChanged 82
		SP:Iteration 3Q (41617.600000 sec): 3 clusters
  Score: Raw -190401.928082 + Penalty 2405.796744 = -187996.131338
  nChanged 54
		SP:Iteration 4Q (41617.820000 sec): 3 clusters
  Score: Raw -190452.286901 + Penalty 2405.796744 = -188046.490157
  nChanged 41
		SP:Iteration 5Q (41617.990000 sec): 3 clusters
  Score: Raw -190491.027844 + Penalty 2405.796744 = -188085.231099
  nChanged 41
		SP:Iteration 6Q (41618.190000 sec): 3 clusters
  Score: Raw -190541.534849 + Penalty 2405.796744 = -188135.738105
  nChanged 51
		SP:Iteration 7Q (41618.340000 sec): 3 clusters
  Score: Raw -190597.233581 + Penalty 2405.796744 = -188191.436836
  nChanged 46
		SP:Iteration 8Q (41618.450000 sec): 3 clusters
  Score: Raw -190640.609541 + Penalty 2405.796744 = -188234.812796
  nChanged 36
		SP:Iteration 9Q (41618.630000 sec): 3 clusters
  Score: Raw -190683.523073 + Penalty 2405.796744 = -188277.726329
  nChanged 40
		SP:Iteration 10Q (41618.820000 sec): 3 clusters
  Score: Raw -190736.789443 + Penalty 2405.796744 = -188330.992698
  nChanged 45
		SP:Iteration 11Q (41618.980000 sec): 3 clusters
  Score: Raw -190797.614723 + Penalty 2405.796744 = -188391.817979
  nChanged 39
		SP:Iteration 12Q (41619.150000 sec): 3 clusters
  Score: Raw -190836.059343 + Penalty 2405.796744 = -188430.262599
  nChanged 34
		SP:Iteration 13Q (41619.330000 sec): 3 clusters
  Score: Raw -190868.220480 + Penalty 2405.796744 = -188462.423736
  nChanged 29
		SP:Iteration 14Q (41619.500000 sec): 3 clusters
  Score: Raw -190900.260556 + Penalty 2405.796744 = -188494.463811
  nChanged 22
		SP:Iteration 15Q (41619.660000 sec): 3 clusters
  Score: Raw -190917.569069 + Penalty 2405.796744 = -188511.772325
  nChanged 14
		SP:Iteration 16Q (41619.840000 sec): 3 clusters
  Score: Raw -190928.368764 + Penalty 2405.796744 = -188522.572020
  nChanged 13
		SP:Iteration 17Q (41620.020000 sec): 3 clusters
  Score: Raw -190940.809690 + Penalty 2405.796744 = -188535.012946
  nChanged 20
		SP:Iteration 18Q (41620.180000 sec): 3 clusters
  Score: Raw -190961.262722 + Penalty 2405.796744 = -188555.465977
  nChanged 24
		SP:Iteration 19Q (41620.350000 sec): 3 clusters
  Score: Raw -190988.411740 + Penalty 2405.796744 = -188582.614996
  nChanged 24
		SP:Iteration 20F (41620.510000 sec): 3 clusters
  Score: Raw -191026.496749 + Penalty 2405.796744 = -188620.700004
  nChanged 22
		SP:Iteration 21Q (41620.660000 sec): 3 clusters
  Score: Raw -191059.108223 + Penalty 2405.796744 = -188653.311479
  nChanged 14
		SP:Iteration 22Q (41620.820000 sec): 3 clusters
  Score: Raw -191079.569427 + Penalty 2405.796744 = -188673.772682
  nChanged 13
		SP:Iteration 23Q (41621.040000 sec): 3 clusters
  Score: Raw -191092.621146 + Penalty 2405.796744 = -188686.824402
  nChanged 7
		SP:Iteration 24Q (41621.200000 sec): 3 clusters
  Score: Raw -191097.217510 + Penalty 2405.796744 = -188691.420766
  nChanged 6
		SP:Iteration 25Q (41621.370000 sec): 3 clusters
  Score: Raw -191101.102632 + Penalty 2405.796744 = -188695.305888
  nChanged 5
		SP:Iteration 26Q (41621.540000 sec): 3 clusters
  Score: Raw -191106.857632 + Penalty 2405.796744 = -188701.060887
  nChanged 5
		SP:Iteration 27Q (41621.710000 sec): 3 clusters
  Score: Raw -191110.455961 + Penalty 2405.796744 = -188704.659216
  nChanged 6
		SP:Iteration 28Q (41621.870000 sec): 3 clusters
  Score: Raw -191116.291272 + Penalty 2405.796744 = -188710.494528
  nChanged 3
		SP:Iteration 29Q (41622.040000 sec): 3 clusters
  Score: Raw -191118.225590 + Penalty 2405.796744 = -188712.428845
  nChanged 5
		SP:Iteration 30Q (41622.210000 sec): 3 clusters
  Score: Raw -191121.058789 + Penalty 2405.796744 = -188715.262045
  nChanged 3
		SP:Iteration 31Q (41622.360000 sec): 3 clusters
  Score: Raw -191122.033422 + Penalty 2405.796744 = -188716.236678
  nChanged 3
		SP:Iteration 32Q (41622.530000 sec): 3 clusters
  Score: Raw -191123.588732 + Penalty 2405.796744 = -188717.791988
  nChanged 3
		SP:Iteration 33Q (41622.700000 sec): 3 clusters
  Score: Raw -191125.686455 + Penalty 2405.796744 = -188719.889710
  nChanged 6
		SP:Iteration 34Q (41622.890000 sec): 3 clusters
  Score: Raw -191129.587724 + Penalty 2405.796744 = -188723.790980
  nChanged 1
		SP:Iteration 35Q (41623.060000 sec): 3 clusters
  Score: Raw -191129.697103 + Penalty 2405.796744 = -188723.900359
  nChanged 0
		SP:Iteration 36F (41623.240000 sec): 3 clusters
  Score: Raw -191129.697103 + Penalty 2405.796744 = -188723.900359
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41623.340000 sec): 2 clusters
  Score: Raw -90775.621574 + Penalty 1094.564252 = -89681.057322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41623.500000 sec): 3 clusters
  Score: Raw -90584.533106 + Penalty 2189.128505 = -88395.404601
  nChanged 233
		SP:Iteration 1F (41623.660000 sec): 3 clusters
  Score: Raw -91013.382507 + Penalty 2189.128505 = -88824.254003
  nChanged 100
		SP:Iteration 2F (41623.860000 sec): 3 clusters
  Score: Raw -91252.906402 + Penalty 2189.128505 = -89063.777897
  nChanged 66
		SP:Iteration 3F (41624.040000 sec): 3 clusters
  Score: Raw -91394.633676 + Penalty 2189.128505 = -89205.505171
  nChanged 39
		SP:Iteration 4Q (41624.180000 sec): 3 clusters
  Score: Raw -91501.682509 + Penalty 2189.128505 = -89312.554005
  nChanged 21
		SP:Iteration 5Q (41624.380000 sec): 3 clusters
  Score: Raw -91562.411835 + Penalty 2189.128505 = -89373.283330
  nChanged 12
		SP:Iteration 6Q (41624.520000 sec): 3 clusters
  Score: Raw -91584.002179 + Penalty 2189.128505 = -89394.873675
  nChanged 6
		SP:Iteration 7Q (41624.670000 sec): 3 clusters
  Score: Raw -91592.312897 + Penalty 2189.128505 = -89403.184392
  nChanged 4
		SP:Iteration 8Q (41624.830000 sec): 3 clusters
  Score: Raw -91595.521673 + Penalty 2189.128505 = -89406.393169
  nChanged 3
		SP:Iteration 9Q (41625.010000 sec): 3 clusters
  Score: Raw -91599.053966 + Penalty 2189.128505 = -89409.925461
  nChanged 0
		SP:Iteration 10F (41625.190000 sec): 3 clusters
  Score: Raw -91599.053966 + Penalty 2189.128505 = -89409.925461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41625.280000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41625.460000 sec): 3 clusters
  Score: Raw -62297.911666 + Penalty 2034.363976 = -60263.547691
  nChanged 127
		SP:Iteration 1F (41625.590000 sec): 3 clusters
  Score: Raw -62440.570028 + Penalty 2034.363976 = -60406.206052
  nChanged 25
		SP:Iteration 2Q (41625.760000 sec): 3 clusters
  Score: Raw -62479.738090 + Penalty 2034.363976 = -60445.374115
  nChanged 9
		SP:Iteration 3Q (41625.930000 sec): 3 clusters
  Score: Raw -62493.069064 + Penalty 2034.363976 = -60458.705088
  nChanged 4
		SP:Iteration 4Q (41626.100000 sec): 3 clusters
  Score: Raw -62497.814536 + Penalty 2034.363976 = -60463.450560
  nChanged 2
		SP:Iteration 5Q (41626.270000 sec): 3 clusters
  Score: Raw -62501.218778 + Penalty 2034.363976 = -60466.854802
  nChanged 2
		SP:Iteration 6Q (41626.410000 sec): 3 clusters
  Score: Raw -62503.292948 + Penalty 2034.363976 = -60468.928973
  nChanged 2
		SP:Iteration 7Q (41626.580000 sec): 3 clusters
  Score: Raw -62505.949351 + Penalty 2034.363976 = -60471.585375
  nChanged 1
		SP:Iteration 8Q (41626.800000 sec): 3 clusters
  Score: Raw -62506.569873 + Penalty 2034.363976 = -60472.205897
  nChanged 0
		SP:Iteration 9F (41626.950000 sec): 3 clusters
  Score: Raw -62506.569873 + Penalty 2034.363976 = -60472.205897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41627.590000 sec): 2 clusters
  Score: Raw -12543362.351463 + Penalty 1875.057821 = -12541487.293642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41628.210000 sec): 3 clusters
  Score: Raw -12476818.894388 + Penalty 3750.115641 = -12473068.778746
  nChanged 49045
		SP:Iteration 1F (41628.840000 sec): 3 clusters
  Score: Raw -12505025.017779 + Penalty 3750.115641 = -12501274.902137
  nChanged 2979
		SP:Iteration 2Q (41629.560000 sec): 3 clusters
  Score: Raw -12505692.774113 + Penalty 3750.115641 = -12501942.658471
  nChanged 3137
		SP:Iteration 3Q (41630.300000 sec): 3 clusters
  Score: Raw -12506507.099539 + Penalty 3750.115641 = -12502756.983897
  nChanged 3670
		SP:Iteration 4Q (41631.040000 sec): 3 clusters
  Score: Raw -12507679.207615 + Penalty 3750.115641 = -12503929.091974
  nChanged 4516
		SP:Iteration 5Q (41631.730000 sec): 3 clusters
  Score: Raw -12509536.707673 + Penalty 3750.115641 = -12505786.592031
  nChanged 5840
		SP:Iteration 6F (41632.480000 sec): 3 clusters
  Score: Raw -12512713.459704 + Penalty 3750.115641 = -12508963.344062
  nChanged 7604
		SP:Iteration 7F (41633.160000 sec): 3 clusters
  Score: Raw -12518205.402234 + Penalty 3750.115641 = -12514455.286593
  nChanged 8841
		SP:Iteration 8F (41633.820000 sec): 3 clusters
  Score: Raw -12526066.156714 + Penalty 3750.115641 = -12522316.041073
  nChanged 8041
		SP:Iteration 9F (41634.510000 sec): 3 clusters
  Score: Raw -12534061.359424 + Penalty 3750.115641 = -12530311.243782
  nChanged 5068
		SP:Iteration 10Q (41635.170000 sec): 3 clusters
  Score: Raw -12539442.455207 + Penalty 3750.115641 = -12535692.339565
  nChanged 2316
		SP:Iteration 11Q (41635.860000 sec): 3 clusters
  Score: Raw -12541846.710975 + Penalty 3750.115641 = -12538096.595334
  nChanged 1072
		SP:Iteration 12Q (41636.460000 sec): 3 clusters
  Score: Raw -12542733.556226 + Penalty 3750.115641 = -12538983.440584
  nChanged 643
		SP:Iteration 13Q (41637.050000 sec): 3 clusters
  Score: Raw -12543139.109448 + Penalty 3750.115641 = -12539388.993807
  nChanged 407
		SP:Iteration 14Q (41637.660000 sec): 3 clusters
  Score: Raw -12543347.129845 + Penalty 3750.115641 = -12539597.014203
  nChanged 282
		SP:Iteration 15Q (41638.260000 sec): 3 clusters
  Score: Raw -12543464.031358 + Penalty 3750.115641 = -12539713.915716
  nChanged 195
		SP:Iteration 16Q (41638.860000 sec): 3 clusters
  Score: Raw -12543534.500815 + Penalty 3750.115641 = -12539784.385173
  nChanged 153
		SP:Iteration 17Q (41639.480000 sec): 3 clusters
  Score: Raw -12543583.993958 + Penalty 3750.115641 = -12539833.878317
  nChanged 121
		SP:Iteration 18Q (41640.040000 sec): 3 clusters
  Score: Raw -12543620.941837 + Penalty 3750.115641 = -12539870.826196
  nChanged 103
		SP:Iteration 19Q (41640.580000 sec): 3 clusters
  Score: Raw -12543653.836586 + Penalty 3750.115641 = -12539903.720944
  nChanged 84
		SP:Iteration 20F (41641.140000 sec): 3 clusters
  Score: Raw -12543676.933868 + Penalty 3750.115641 = -12539926.818227
  nChanged 65
		SP:Iteration 21Q (41641.700000 sec): 3 clusters
  Score: Raw -12543696.153737 + Penalty 3750.115641 = -12539946.038096
  nChanged 64
		SP:Iteration 22Q (41642.260000 sec): 3 clusters
  Score: Raw -12543716.004358 + Penalty 3750.115641 = -12539965.888717
  nChanged 52
		SP:Iteration 23Q (41642.770000 sec): 3 clusters
  Score: Raw -12543731.155263 + Penalty 3750.115641 = -12539981.039622
  nChanged 44
		SP:Iteration 24Q (41643.260000 sec): 3 clusters
  Score: Raw -12543746.570478 + Penalty 3750.115641 = -12539996.454837
  nChanged 43
		SP:Iteration 25Q (41643.770000 sec): 3 clusters
  Score: Raw -12543759.655215 + Penalty 3750.115641 = -12540009.539573
  nChanged 40
		SP:Iteration 26Q (41644.280000 sec): 3 clusters
  Score: Raw -12543772.812258 + Penalty 3750.115641 = -12540022.696617
  nChanged 37
		SP:Iteration 27Q (41644.780000 sec): 3 clusters
  Score: Raw -12543785.845286 + Penalty 3750.115641 = -12540035.729644
  nChanged 31
		SP:Iteration 28Q (41645.270000 sec): 3 clusters
  Score: Raw -12543796.672045 + Penalty 3750.115641 = -12540046.556403
  nChanged 31
		SP:Iteration 29Q (41645.780000 sec): 3 clusters
  Score: Raw -12543807.926626 + Penalty 3750.115641 = -12540057.810984
  nChanged 26
		SP:Iteration 30Q (41646.230000 sec): 3 clusters
  Score: Raw -12543817.186303 + Penalty 3750.115641 = -12540067.070662
  nChanged 27
		SP:Iteration 31Q (41646.780000 sec): 3 clusters
  Score: Raw -12543824.566611 + Penalty 3750.115641 = -12540074.450969
  nChanged 21
		SP:Iteration 32Q (41647.340000 sec): 3 clusters
  Score: Raw -12543831.355652 + Penalty 3750.115641 = -12540081.240010
  nChanged 20
		SP:Iteration 33Q (41647.940000 sec): 3 clusters
  Score: Raw -12543836.717403 + Penalty 3750.115641 = -12540086.601762
  nChanged 20
		SP:Iteration 34Q (41648.550000 sec): 3 clusters
  Score: Raw -12543841.958277 + Penalty 3750.115641 = -12540091.842636
  nChanged 12
		SP:Iteration 35Q (41649.120000 sec): 3 clusters
  Score: Raw -12543844.928680 + Penalty 3750.115641 = -12540094.813039
  nChanged 10
		SP:Iteration 36Q (41649.730000 sec): 3 clusters
  Score: Raw -12543847.195244 + Penalty 3750.115641 = -12540097.079603
  nChanged 8
		SP:Iteration 37Q (41650.300000 sec): 3 clusters
  Score: Raw -12543849.473007 + Penalty 3750.115641 = -12540099.357366
  nChanged 7
		SP:Iteration 38Q (41650.850000 sec): 3 clusters
  Score: Raw -12543851.937629 + Penalty 3750.115641 = -12540101.821988
  nChanged 6
		SP:Iteration 39Q (41651.390000 sec): 3 clusters
  Score: Raw -12543853.309792 + Penalty 3750.115641 = -12540103.194151
  nChanged 3
		SP:Iteration 40F (41651.950000 sec): 3 clusters
  Score: Raw -12543854.057006 + Penalty 3750.115641 = -12540103.941365
  nChanged 2
		SP:Iteration 41Q (41652.420000 sec): 3 clusters
  Score: Raw -12543854.932198 + Penalty 3750.115641 = -12540104.816557
  nChanged 3
		SP:Iteration 42Q (41652.920000 sec): 3 clusters
  Score: Raw -12543855.404166 + Penalty 3750.115641 = -12540105.288524
  nChanged 1
		SP:Iteration 43Q (41653.430000 sec): 3 clusters
  Score: Raw -12543855.558520 + Penalty 3750.115641 = -12540105.442879
  nChanged 1
		SP:Iteration 44Q (41653.910000 sec): 3 clusters
  Score: Raw -12543855.699592 + Penalty 3750.115641 = -12540105.583950
  nChanged 1
		SP:Iteration 45Q (41654.390000 sec): 3 clusters
  Score: Raw -12543855.914785 + Penalty 3750.115641 = -12540105.799143
  nChanged 2
		SP:Iteration 46Q (41654.900000 sec): 3 clusters
  Score: Raw -12543856.086207 + Penalty 3750.115641 = -12540105.970565
  nChanged 0
		SP:Iteration 47F (41655.440000 sec): 3 clusters
  Score: Raw -12543856.086207 + Penalty 3750.115641 = -12540105.970565
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (12774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41655.640000 sec): 2 clusters
  Score: Raw -1550098.779275 + Penalty 1536.464659 = -1548562.314616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41655.850000 sec): 3 clusters
  Score: Raw -1542787.402379 + Penalty 3072.929319 = -1539714.473060
  nChanged 5567
		SP:Iteration 1F (41656.030000 sec): 3 clusters
  Score: Raw -1545853.467185 + Penalty 3072.929319 = -1542780.537867
  nChanged 837
		SP:Iteration 2F (41656.260000 sec): 3 clusters
  Score: Raw -1546348.779325 + Penalty 3072.929319 = -1543275.850006
  nChanged 820
		SP:Iteration 3F (41656.470000 sec): 3 clusters
  Score: Raw -1546877.804298 + Penalty 3072.929319 = -1543804.874979
  nChanged 796
		SP:Iteration 4F (41656.700000 sec): 3 clusters
  Score: Raw -1547446.359566 + Penalty 3072.929319 = -1544373.430247
  nChanged 792
		SP:Iteration 5F (41656.910000 sec): 3 clusters
  Score: Raw -1548028.168239 + Penalty 3072.929319 = -1544955.238921
  nChanged 764
		SP:Iteration 6F (41657.120000 sec): 3 clusters
  Score: Raw -1548522.615690 + Penalty 3072.929319 = -1545449.686372
  nChanged 673
		SP:Iteration 7F (41657.360000 sec): 3 clusters
  Score: Raw -1548956.011317 + Penalty 3072.929319 = -1545883.081998
  nChanged 600
		SP:Iteration 8Q (41657.600000 sec): 3 clusters
  Score: Raw -1549319.343110 + Penalty 3072.929319 = -1546246.413792
  nChanged 501
		SP:Iteration 9Q (41657.820000 sec): 3 clusters
  Score: Raw -1549614.633277 + Penalty 3072.929319 = -1546541.703959
  nChanged 414
		SP:Iteration 10Q (41658.070000 sec): 3 clusters
  Score: Raw -1549851.863468 + Penalty 3072.929319 = -1546778.934150
  nChanged 338
		SP:Iteration 11Q (41658.280000 sec): 3 clusters
  Score: Raw -1550010.628189 + Penalty 3072.929319 = -1546937.698870
  nChanged 282
		SP:Iteration 12Q (41658.540000 sec): 3 clusters
  Score: Raw -1550120.035484 + Penalty 3072.929319 = -1547047.106165
  nChanged 215
		SP:Iteration 13Q (41658.740000 sec): 3 clusters
  Score: Raw -1550201.002573 + Penalty 3072.929319 = -1547128.073255
  nChanged 176
		SP:Iteration 14Q (41658.980000 sec): 3 clusters
  Score: Raw -1550257.309447 + Penalty 3072.929319 = -1547184.380128
  nChanged 148
		SP:Iteration 15Q (41659.200000 sec): 3 clusters
  Score: Raw -1550308.502271 + Penalty 3072.929319 = -1547235.572952
  nChanged 137
		SP:Iteration 16Q (41659.410000 sec): 3 clusters
  Score: Raw -1550346.493860 + Penalty 3072.929319 = -1547273.564541
  nChanged 100
		SP:Iteration 17Q (41659.650000 sec): 3 clusters
  Score: Raw -1550375.249719 + Penalty 3072.929319 = -1547302.320400
  nChanged 104
		SP:Iteration 18Q (41659.870000 sec): 3 clusters
  Score: Raw -1550405.321779 + Penalty 3072.929319 = -1547332.392460
  nChanged 105
		SP:Iteration 19Q (41660.100000 sec): 3 clusters
  Score: Raw -1550435.132114 + Penalty 3072.929319 = -1547362.202796
  nChanged 101
		SP:Iteration 20F (41660.350000 sec): 3 clusters
  Score: Raw -1550467.645885 + Penalty 3072.929319 = -1547394.716566
  nChanged 108
		SP:Iteration 21Q (41660.540000 sec): 3 clusters
  Score: Raw -1550500.663861 + Penalty 3072.929319 = -1547427.734543
  nChanged 114
		SP:Iteration 22Q (41660.800000 sec): 3 clusters
  Score: Raw -1550536.564425 + Penalty 3072.929319 = -1547463.635106
  nChanged 103
		SP:Iteration 23Q (41660.980000 sec): 3 clusters
  Score: Raw -1550569.670190 + Penalty 3072.929319 = -1547496.740871
  nChanged 105
		SP:Iteration 24Q (41661.250000 sec): 3 clusters
  Score: Raw -1550597.596137 + Penalty 3072.929319 = -1547524.666819
  nChanged 91
		SP:Iteration 25Q (41661.480000 sec): 3 clusters
  Score: Raw -1550618.897852 + Penalty 3072.929319 = -1547545.968534
  nChanged 73
		SP:Iteration 26Q (41661.670000 sec): 3 clusters
  Score: Raw -1550637.754819 + Penalty 3072.929319 = -1547564.825500
  nChanged 89
		SP:Iteration 27Q (41661.890000 sec): 3 clusters
  Score: Raw -1550661.121428 + Penalty 3072.929319 = -1547588.192109
  nChanged 75
		SP:Iteration 28Q (41662.150000 sec): 3 clusters
  Score: Raw -1550675.008983 + Penalty 3072.929319 = -1547602.079665
  nChanged 49
		SP:Iteration 29Q (41662.370000 sec): 3 clusters
  Score: Raw -1550682.741243 + Penalty 3072.929319 = -1547609.811924
  nChanged 50
		SP:Iteration 30Q (41662.570000 sec): 3 clusters
  Score: Raw -1550689.355118 + Penalty 3072.929319 = -1547616.425800
  nChanged 32
		SP:Iteration 31Q (41662.800000 sec): 3 clusters
  Score: Raw -1550694.237497 + Penalty 3072.929319 = -1547621.308178
  nChanged 38
		SP:Iteration 32Q (41663.010000 sec): 3 clusters
  Score: Raw -1550699.935923 + Penalty 3072.929319 = -1547627.006605
  nChanged 26
		SP:Iteration 33Q (41663.220000 sec): 3 clusters
  Score: Raw -1550703.324960 + Penalty 3072.929319 = -1547630.395641
  nChanged 28
		SP:Iteration 34Q (41663.480000 sec): 3 clusters
  Score: Raw -1550706.722732 + Penalty 3072.929319 = -1547633.793414
  nChanged 16
		SP:Iteration 35Q (41663.690000 sec): 3 clusters
  Score: Raw -1550707.965840 + Penalty 3072.929319 = -1547635.036522
  nChanged 11
		SP:Iteration 36Q (41663.900000 sec): 3 clusters
  Score: Raw -1550708.899476 + Penalty 3072.929319 = -1547635.970157
  nChanged 7
		SP:Iteration 37Q (41664.130000 sec): 3 clusters
  Score: Raw -1550709.393403 + Penalty 3072.929319 = -1547636.464085
  nChanged 5
		SP:Iteration 38Q (41664.330000 sec): 3 clusters
  Score: Raw -1550709.738703 + Penalty 3072.929319 = -1547636.809385
  nChanged 4
		SP:Iteration 39Q (41664.590000 sec): 3 clusters
  Score: Raw -1550710.101123 + Penalty 3072.929319 = -1547637.171804
  nChanged 4
		SP:Iteration 40F (41664.790000 sec): 3 clusters
  Score: Raw -1550710.395800 + Penalty 3072.929319 = -1547637.466481
  nChanged 1
		SP:Iteration 41Q (41665.050000 sec): 3 clusters
  Score: Raw -1550710.532357 + Penalty 3072.929319 = -1547637.603039
  nChanged 2
		SP:Iteration 42Q (41665.230000 sec): 3 clusters
  Score: Raw -1550710.762042 + Penalty 3072.929319 = -1547637.832724
  nChanged 4
		SP:Iteration 43Q (41665.470000 sec): 3 clusters
  Score: Raw -1550710.995745 + Penalty 3072.929319 = -1547638.066427
  nChanged 3
		SP:Iteration 44Q (41665.700000 sec): 3 clusters
  Score: Raw -1550711.246159 + Penalty 3072.929319 = -1547638.316840
  nChanged 1
		SP:Iteration 45Q (41665.930000 sec): 3 clusters
  Score: Raw -1550711.321568 + Penalty 3072.929319 = -1547638.392250
  nChanged 1
		SP:Iteration 46Q (41666.140000 sec): 3 clusters
  Score: Raw -1550711.383679 + Penalty 3072.929319 = -1547638.454361
  nChanged 0
		SP:Iteration 47F (41666.380000 sec): 3 clusters
  Score: Raw -1550711.383679 + Penalty 3072.929319 = -1547638.454361
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41666.470000 sec): 2 clusters
  Score: Raw -141374.454796 + Penalty 1152.947961 = -140221.506835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41666.670000 sec): 3 clusters
  Score: Raw -140942.944562 + Penalty 2305.895923 = -138637.048640
  nChanged 374
		SP:Iteration 1F (41666.830000 sec): 3 clusters
  Score: Raw -141235.117702 + Penalty 2305.895923 = -138929.221779
  nChanged 81
		SP:Iteration 2F (41667.060000 sec): 3 clusters
  Score: Raw -141311.340284 + Penalty 2305.895923 = -139005.444361
  nChanged 37
		SP:Iteration 3Q (41667.220000 sec): 3 clusters
  Score: Raw -141342.083925 + Penalty 2305.895923 = -139036.188003
  nChanged 27
		SP:Iteration 4Q (41667.370000 sec): 3 clusters
  Score: Raw -141361.112482 + Penalty 2305.895923 = -139055.216559
  nChanged 17
		SP:Iteration 5Q (41667.570000 sec): 3 clusters
  Score: Raw -141376.328484 + Penalty 2305.895923 = -139070.432562
  nChanged 15
		SP:Iteration 6Q (41667.750000 sec): 3 clusters
  Score: Raw -141388.784318 + Penalty 2305.895923 = -139082.888396
  nChanged 10
		SP:Iteration 7Q (41667.910000 sec): 3 clusters
  Score: Raw -141396.028085 + Penalty 2305.895923 = -139090.132162
  nChanged 4
		SP:Iteration 8Q (41668.110000 sec): 3 clusters
  Score: Raw -141398.818797 + Penalty 2305.895923 = -139092.922874
  nChanged 4
		SP:Iteration 9Q (41668.280000 sec): 3 clusters
  Score: Raw -141403.410597 + Penalty 2305.895923 = -139097.514674
  nChanged 4
		SP:Iteration 10Q (41668.450000 sec): 3 clusters
  Score: Raw -141405.614456 + Penalty 2305.895923 = -139099.718534
  nChanged 1
		SP:Iteration 11Q (41668.640000 sec): 3 clusters
  Score: Raw -141406.481773 + Penalty 2305.895923 = -139100.585850
  nChanged 1
		SP:Iteration 12Q (41668.820000 sec): 3 clusters
  Score: Raw -141408.321653 + Penalty 2305.895923 = -139102.425731
  nChanged 6
		SP:Iteration 13Q (41669.000000 sec): 3 clusters
  Score: Raw -141413.216515 + Penalty 2305.895923 = -139107.320592
  nChanged 6
		SP:Iteration 14Q (41669.160000 sec): 3 clusters
  Score: Raw -141418.529102 + Penalty 2305.895923 = -139112.633179
  nChanged 4
		SP:Iteration 15Q (41669.370000 sec): 3 clusters
  Score: Raw -141422.149545 + Penalty 2305.895923 = -139116.253622
  nChanged 6
		SP:Iteration 16Q (41669.560000 sec): 3 clusters
  Score: Raw -141426.751773 + Penalty 2305.895923 = -139120.855850
  nChanged 5
		SP:Iteration 17Q (41669.740000 sec): 3 clusters
  Score: Raw -141430.972256 + Penalty 2305.895923 = -139125.076333
  nChanged 4
		SP:Iteration 18Q (41669.880000 sec): 3 clusters
  Score: Raw -141433.493468 + Penalty 2305.895923 = -139127.597545
  nChanged 3
		SP:Iteration 19Q (41670.080000 sec): 3 clusters
  Score: Raw -141435.307186 + Penalty 2305.895923 = -139129.411263
  nChanged 1
		SP:Iteration 20F (41670.250000 sec): 3 clusters
  Score: Raw -141435.522235 + Penalty 2305.895923 = -139129.626312
  nChanged 1
		SP:Iteration 21Q (41670.440000 sec): 3 clusters
  Score: Raw -141437.089866 + Penalty 2305.895923 = -139131.193943
  nChanged 2
		SP:Iteration 22Q (41670.630000 sec): 3 clusters
  Score: Raw -141437.978486 + Penalty 2305.895923 = -139132.082564
  nChanged 1
		SP:Iteration 23Q (41670.750000 sec): 3 clusters
  Score: Raw -141438.473447 + Penalty 2305.895923 = -139132.577524
  nChanged 0
		SP:Iteration 24F (41670.920000 sec): 3 clusters
  Score: Raw -141438.473447 + Penalty 2305.895923 = -139132.577524
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41671.050000 sec): 2 clusters
  Score: Raw -508687.859760 + Penalty 1368.325075 = -507319.534684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41671.240000 sec): 3 clusters
  Score: Raw -506411.550742 + Penalty 2736.650151 = -503674.900591
  nChanged 1817
		SP:Iteration 1F (41671.420000 sec): 3 clusters
  Score: Raw -507492.518762 + Penalty 2736.650151 = -504755.868611
  nChanged 383
		SP:Iteration 2F (41671.580000 sec): 3 clusters
  Score: Raw -507761.885755 + Penalty 2736.650151 = -505025.235604
  nChanged 304
		SP:Iteration 3F (41671.790000 sec): 3 clusters
  Score: Raw -508010.753807 + Penalty 2736.650151 = -505274.103656
  nChanged 282
		SP:Iteration 4F (41671.950000 sec): 3 clusters
  Score: Raw -508248.561291 + Penalty 2736.650151 = -505511.911140
  nChanged 248
		SP:Iteration 5F (41672.150000 sec): 3 clusters
  Score: Raw -508403.619438 + Penalty 2736.650151 = -505666.969288
  nChanged 204
		SP:Iteration 6Q (41672.350000 sec): 3 clusters
  Score: Raw -508525.030633 + Penalty 2736.650151 = -505788.380482
  nChanged 164
		SP:Iteration 7Q (41672.540000 sec): 3 clusters
  Score: Raw -508607.634439 + Penalty 2736.650151 = -505870.984288
  nChanged 122
		SP:Iteration 8Q (41672.730000 sec): 3 clusters
  Score: Raw -508666.141343 + Penalty 2736.650151 = -505929.491192
  nChanged 105
		SP:Iteration 9Q (41672.920000 sec): 3 clusters
  Score: Raw -508721.320606 + Penalty 2736.650151 = -505984.670455
  nChanged 98
		SP:Iteration 10Q (41673.080000 sec): 3 clusters
  Score: Raw -508773.015759 + Penalty 2736.650151 = -506036.365608
  nChanged 95
		SP:Iteration 11Q (41673.220000 sec): 3 clusters
  Score: Raw -508837.135246 + Penalty 2736.650151 = -506100.485096
  nChanged 107
		SP:Iteration 12Q (41673.390000 sec): 3 clusters
  Score: Raw -508917.877322 + Penalty 2736.650151 = -506181.227171
  nChanged 116
		SP:Iteration 13Q (41673.620000 sec): 3 clusters
  Score: Raw -509042.118281 + Penalty 2736.650151 = -506305.468131
  nChanged 130
		SP:Iteration 14Q (41673.760000 sec): 3 clusters
  Score: Raw -509163.888694 + Penalty 2736.650151 = -506427.238544
  nChanged 115
		SP:Iteration 15Q (41673.930000 sec): 3 clusters
  Score: Raw -509279.577482 + Penalty 2736.650151 = -506542.927332
  nChanged 97
		SP:Iteration 16Q (41674.080000 sec): 3 clusters
  Score: Raw -509353.851200 + Penalty 2736.650151 = -506617.201049
  nChanged 84
		SP:Iteration 17Q (41674.240000 sec): 3 clusters
  Score: Raw -509399.673720 + Penalty 2736.650151 = -506663.023570
  nChanged 60
		SP:Iteration 18Q (41674.430000 sec): 3 clusters
  Score: Raw -509421.752395 + Penalty 2736.650151 = -506685.102244
  nChanged 39
		SP:Iteration 19Q (41674.580000 sec): 3 clusters
  Score: Raw -509435.639568 + Penalty 2736.650151 = -506698.989417
  nChanged 33
		SP:Iteration 20F (41674.780000 sec): 3 clusters
  Score: Raw -509447.140272 + Penalty 2736.650151 = -506710.490121
  nChanged 29
		SP:Iteration 21Q (41674.930000 sec): 3 clusters
  Score: Raw -509454.754194 + Penalty 2736.650151 = -506718.104043
  nChanged 13
		SP:Iteration 22Q (41675.160000 sec): 3 clusters
  Score: Raw -509457.484399 + Penalty 2736.650151 = -506720.834249
  nChanged 10
		SP:Iteration 23Q (41675.340000 sec): 3 clusters
  Score: Raw -509459.855736 + Penalty 2736.650151 = -506723.205585
  nChanged 12
		SP:Iteration 24Q (41675.520000 sec): 3 clusters
  Score: Raw -509463.078720 + Penalty 2736.650151 = -506726.428569
  nChanged 10
		SP:Iteration 25Q (41675.700000 sec): 3 clusters
  Score: Raw -509465.176595 + Penalty 2736.650151 = -506728.526444
  nChanged 7
		SP:Iteration 26Q (41675.880000 sec): 3 clusters
  Score: Raw -509467.126561 + Penalty 2736.650151 = -506730.476410
  nChanged 11
		SP:Iteration 27Q (41676.020000 sec): 3 clusters
  Score: Raw -509471.608927 + Penalty 2736.650151 = -506734.958777
  nChanged 12
		SP:Iteration 28Q (41676.220000 sec): 3 clusters
  Score: Raw -509476.068255 + Penalty 2736.650151 = -506739.418104
  nChanged 18
		SP:Iteration 29Q (41676.430000 sec): 3 clusters
  Score: Raw -509481.403787 + Penalty 2736.650151 = -506744.753636
  nChanged 12
		SP:Iteration 30Q (41676.610000 sec): 3 clusters
  Score: Raw -509483.999562 + Penalty 2736.650151 = -506747.349411
  nChanged 8
		SP:Iteration 31Q (41676.800000 sec): 3 clusters
  Score: Raw -509485.928740 + Penalty 2736.650151 = -506749.278590
  nChanged 6
		SP:Iteration 32Q (41677.000000 sec): 3 clusters
  Score: Raw -509487.345209 + Penalty 2736.650151 = -506750.695058
  nChanged 8
		SP:Iteration 33Q (41677.190000 sec): 3 clusters
  Score: Raw -509489.337603 + Penalty 2736.650151 = -506752.687452
  nChanged 7
		SP:Iteration 34Q (41677.390000 sec): 3 clusters
  Score: Raw -509491.328540 + Penalty 2736.650151 = -506754.678389
  nChanged 3
		SP:Iteration 35Q (41677.540000 sec): 3 clusters
  Score: Raw -509492.607959 + Penalty 2736.650151 = -506755.957808
  nChanged 5
		SP:Iteration 36Q (41677.700000 sec): 3 clusters
  Score: Raw -509493.772472 + Penalty 2736.650151 = -506757.122321
  nChanged 7
		SP:Iteration 37Q (41677.900000 sec): 3 clusters
  Score: Raw -509495.082544 + Penalty 2736.650151 = -506758.432393
  nChanged 2
		SP:Iteration 38Q (41678.080000 sec): 3 clusters
  Score: Raw -509495.567023 + Penalty 2736.650151 = -506758.916872
  nChanged 1
		SP:Iteration 39Q (41678.260000 sec): 3 clusters
  Score: Raw -509495.644286 + Penalty 2736.650151 = -506758.994135
  nChanged 1
		SP:Iteration 40F (41678.440000 sec): 3 clusters
  Score: Raw -509496.029015 + Penalty 2736.650151 = -506759.378864
  nChanged 3
		SP:Iteration 41Q (41678.670000 sec): 3 clusters
  Score: Raw -509496.602760 + Penalty 2736.650151 = -506759.952609
  nChanged 3
		SP:Iteration 42Q (41678.820000 sec): 3 clusters
  Score: Raw -509497.025688 + Penalty 2736.650151 = -506760.375538
  nChanged 2
		SP:Iteration 43Q (41679.000000 sec): 3 clusters
  Score: Raw -509497.208706 + Penalty 2736.650151 = -506760.558556
  nChanged 1
		SP:Iteration 44Q (41679.210000 sec): 3 clusters
  Score: Raw -509497.268669 + Penalty 2736.650151 = -506760.618519
  nChanged 0
		SP:Iteration 45F (41679.360000 sec): 3 clusters
  Score: Raw -509497.268669 + Penalty 2736.650151 = -506760.618519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41679.520000 sec): 2 clusters
  Score: Raw -144099.608294 + Penalty 1179.491974 = -142920.116319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41679.690000 sec): 3 clusters
  Score: Raw -143551.515007 + Penalty 2358.983949 = -141192.531058
  nChanged 457
		SP:Iteration 1F (41679.850000 sec): 3 clusters
  Score: Raw -143924.225339 + Penalty 2358.983949 = -141565.241390
  nChanged 142
		SP:Iteration 2F (41680.060000 sec): 3 clusters
  Score: Raw -144072.664803 + Penalty 2358.983949 = -141713.680854
  nChanged 82
		SP:Iteration 3F (41680.230000 sec): 3 clusters
  Score: Raw -144152.799773 + Penalty 2358.983949 = -141793.815824
  nChanged 64
		SP:Iteration 4Q (41680.380000 sec): 3 clusters
  Score: Raw -144212.781647 + Penalty 2358.983949 = -141853.797698
  nChanged 42
		SP:Iteration 5Q (41680.530000 sec): 3 clusters
  Score: Raw -144253.871822 + Penalty 2358.983949 = -141894.887873
  nChanged 42
		SP:Iteration 6Q (41680.710000 sec): 3 clusters
  Score: Raw -144301.152351 + Penalty 2358.983949 = -141942.168402
  nChanged 40
		SP:Iteration 7Q (41680.910000 sec): 3 clusters
  Score: Raw -144334.052944 + Penalty 2358.983949 = -141975.068995
  nChanged 36
		SP:Iteration 8Q (41681.080000 sec): 3 clusters
  Score: Raw -144359.231916 + Penalty 2358.983949 = -142000.247967
  nChanged 19
		SP:Iteration 9Q (41681.240000 sec): 3 clusters
  Score: Raw -144376.086407 + Penalty 2358.983949 = -142017.102458
  nChanged 19
		SP:Iteration 10Q (41681.420000 sec): 3 clusters
  Score: Raw -144389.344174 + Penalty 2358.983949 = -142030.360225
  nChanged 17
		SP:Iteration 11Q (41681.610000 sec): 3 clusters
  Score: Raw -144414.334332 + Penalty 2358.983949 = -142055.350383
  nChanged 26
		SP:Iteration 12Q (41681.770000 sec): 3 clusters
  Score: Raw -144439.239276 + Penalty 2358.983949 = -142080.255327
  nChanged 22
		SP:Iteration 13Q (41681.970000 sec): 3 clusters
  Score: Raw -144469.481648 + Penalty 2358.983949 = -142110.497699
  nChanged 18
		SP:Iteration 14Q (41682.130000 sec): 3 clusters
  Score: Raw -144487.635817 + Penalty 2358.983949 = -142128.651868
  nChanged 13
		SP:Iteration 15Q (41682.290000 sec): 3 clusters
  Score: Raw -144504.109975 + Penalty 2358.983949 = -142145.126026
  nChanged 9
		SP:Iteration 16Q (41682.440000 sec): 3 clusters
  Score: Raw -144534.718225 + Penalty 2358.983949 = -142175.734276
  nChanged 23
		SP:Iteration 17Q (41682.650000 sec): 3 clusters
  Score: Raw -144557.156474 + Penalty 2358.983949 = -142198.172526
  nChanged 13
		SP:Iteration 18Q (41682.830000 sec): 3 clusters
  Score: Raw -144566.017695 + Penalty 2358.983949 = -142207.033746
  nChanged 6
		SP:Iteration 19Q (41682.980000 sec): 3 clusters
  Score: Raw -144570.564634 + Penalty 2358.983949 = -142211.580685
  nChanged 5
		SP:Iteration 20F (41683.180000 sec): 3 clusters
  Score: Raw -144573.613128 + Penalty 2358.983949 = -142214.629179
  nChanged 5
		SP:Iteration 21Q (41683.320000 sec): 3 clusters
  Score: Raw -144575.800878 + Penalty 2358.983949 = -142216.816929
  nChanged 6
		SP:Iteration 22Q (41683.490000 sec): 3 clusters
  Score: Raw -144581.011024 + Penalty 2358.983949 = -142222.027076
  nChanged 10
		SP:Iteration 23Q (41683.700000 sec): 3 clusters
  Score: Raw -144589.180226 + Penalty 2358.983949 = -142230.196277
  nChanged 9
		SP:Iteration 24Q (41683.810000 sec): 3 clusters
  Score: Raw -144595.105171 + Penalty 2358.983949 = -142236.121222
  nChanged 8
		SP:Iteration 25Q (41683.980000 sec): 3 clusters
  Score: Raw -144601.365444 + Penalty 2358.983949 = -142242.381495
  nChanged 9
		SP:Iteration 26Q (41684.140000 sec): 3 clusters
  Score: Raw -144609.121828 + Penalty 2358.983949 = -142250.137879
  nChanged 6
		SP:Iteration 27Q (41684.330000 sec): 3 clusters
  Score: Raw -144612.517232 + Penalty 2358.983949 = -142253.533284
  nChanged 7
		SP:Iteration 28Q (41684.460000 sec): 3 clusters
  Score: Raw -144617.200447 + Penalty 2358.983949 = -142258.216498
  nChanged 8
		SP:Iteration 29Q (41684.640000 sec): 3 clusters
  Score: Raw -144622.414700 + Penalty 2358.983949 = -142263.430751
  nChanged 11
		SP:Iteration 30Q (41684.820000 sec): 3 clusters
  Score: Raw -144632.826064 + Penalty 2358.983949 = -142273.842115
  nChanged 14
		SP:Iteration 31Q (41685.020000 sec): 3 clusters
  Score: Raw -144643.581807 + Penalty 2358.983949 = -142284.597858
  nChanged 14
		SP:Iteration 32Q (41685.210000 sec): 3 clusters
  Score: Raw -144663.902232 + Penalty 2358.983949 = -142304.918283
  nChanged 19
		SP:Iteration 33Q (41685.400000 sec): 3 clusters
  Score: Raw -144682.350239 + Penalty 2358.983949 = -142323.366290
  nChanged 9
		SP:Iteration 34Q (41685.570000 sec): 3 clusters
  Score: Raw -144692.784990 + Penalty 2358.983949 = -142333.801041
  nChanged 14
		SP:Iteration 35Q (41685.740000 sec): 3 clusters
  Score: Raw -144701.152541 + Penalty 2358.983949 = -142342.168592
  nChanged 12
		SP:Iteration 36Q (41685.920000 sec): 3 clusters
  Score: Raw -144709.089918 + Penalty 2358.983949 = -142350.105969
  nChanged 9
		SP:Iteration 37Q (41686.100000 sec): 3 clusters
  Score: Raw -144715.600956 + Penalty 2358.983949 = -142356.617007
  nChanged 8
		SP:Iteration 38Q (41686.230000 sec): 3 clusters
  Score: Raw -144722.774718 + Penalty 2358.983949 = -142363.790769
  nChanged 11
		SP:Iteration 39Q (41686.430000 sec): 3 clusters
  Score: Raw -144730.015871 + Penalty 2358.983949 = -142371.031922
  nChanged 6
		SP:Iteration 40F (41686.600000 sec): 3 clusters
  Score: Raw -144734.245843 + Penalty 2358.983949 = -142375.261894
  nChanged 6
		SP:Iteration 41Q (41686.770000 sec): 3 clusters
  Score: Raw -144738.136730 + Penalty 2358.983949 = -142379.152781
  nChanged 8
		SP:Iteration 42Q (41686.930000 sec): 3 clusters
  Score: Raw -144744.899118 + Penalty 2358.983949 = -142385.915169
  nChanged 11
		SP:Iteration 43Q (41687.090000 sec): 3 clusters
  Score: Raw -144752.593838 + Penalty 2358.983949 = -142393.609889
  nChanged 7
		SP:Iteration 44Q (41687.290000 sec): 3 clusters
  Score: Raw -144756.815577 + Penalty 2358.983949 = -142397.831628
  nChanged 7
		SP:Iteration 45Q (41687.450000 sec): 3 clusters
  Score: Raw -144762.320276 + Penalty 2358.983949 = -142403.336327
  nChanged 8
		SP:Iteration 46Q (41687.680000 sec): 3 clusters
  Score: Raw -144766.936559 + Penalty 2358.983949 = -142407.952610
  nChanged 8
		SP:Iteration 47Q (41687.850000 sec): 3 clusters
  Score: Raw -144775.254589 + Penalty 2358.983949 = -142416.270640
  nChanged 8
		SP:Iteration 48Q (41687.990000 sec): 3 clusters
  Score: Raw -144779.866677 + Penalty 2358.983949 = -142420.882728
  nChanged 3
		SP:Iteration 49Q (41688.210000 sec): 3 clusters
  Score: Raw -144783.216479 + Penalty 2358.983949 = -142424.232530
  nChanged 3
		SP:Iteration 50Q (41688.370000 sec): 3 clusters
  Score: Raw -144785.107934 + Penalty 2358.983949 = -142426.123985
  nChanged 0
		SP:Iteration 51F (41688.530000 sec): 3 clusters
  Score: Raw -144785.107934 + Penalty 2358.983949 = -142426.123985
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41688.640000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41688.820000 sec): 3 clusters
  Score: Raw -134502.632832 + Penalty 2289.026973 = -132213.605859
  nChanged 343
		SP:Iteration 1F (41689.020000 sec): 3 clusters
  Score: Raw -134762.177035 + Penalty 2289.026973 = -132473.150063
  nChanged 68
		SP:Iteration 2F (41689.170000 sec): 3 clusters
  Score: Raw -134806.496703 + Penalty 2289.026973 = -132517.469730
  nChanged 29
		SP:Iteration 3Q (41689.370000 sec): 3 clusters
  Score: Raw -134828.491362 + Penalty 2289.026973 = -132539.464389
  nChanged 20
		SP:Iteration 4Q (41689.520000 sec): 3 clusters
  Score: Raw -134845.627929 + Penalty 2289.026973 = -132556.600956
  nChanged 19
		SP:Iteration 5Q (41689.690000 sec): 3 clusters
  Score: Raw -134858.081390 + Penalty 2289.026973 = -132569.054417
  nChanged 14
		SP:Iteration 6Q (41689.900000 sec): 3 clusters
  Score: Raw -134867.987316 + Penalty 2289.026973 = -132578.960343
  nChanged 13
		SP:Iteration 7Q (41690.040000 sec): 3 clusters
  Score: Raw -134877.052935 + Penalty 2289.026973 = -132588.025963
  nChanged 8
		SP:Iteration 8Q (41690.220000 sec): 3 clusters
  Score: Raw -134881.998548 + Penalty 2289.026973 = -132592.971575
  nChanged 13
		SP:Iteration 9Q (41690.350000 sec): 3 clusters
  Score: Raw -134900.952751 + Penalty 2289.026973 = -132611.925779
  nChanged 21
		SP:Iteration 10Q (41690.520000 sec): 3 clusters
  Score: Raw -134928.289155 + Penalty 2289.026973 = -132639.262182
  nChanged 28
		SP:Iteration 11Q (41690.690000 sec): 3 clusters
  Score: Raw -134957.692358 + Penalty 2289.026973 = -132668.665385
  nChanged 17
		SP:Iteration 12Q (41690.870000 sec): 3 clusters
  Score: Raw -134969.205288 + Penalty 2289.026973 = -132680.178315
  nChanged 21
		SP:Iteration 13Q (41691.060000 sec): 3 clusters
  Score: Raw -134983.641336 + Penalty 2289.026973 = -132694.614363
  nChanged 21
		SP:Iteration 14Q (41691.230000 sec): 3 clusters
  Score: Raw -134997.933489 + Penalty 2289.026973 = -132708.906516
  nChanged 25
		SP:Iteration 15Q (41691.410000 sec): 3 clusters
  Score: Raw -135015.491695 + Penalty 2289.026973 = -132726.464722
  nChanged 19
		SP:Iteration 16Q (41691.570000 sec): 3 clusters
  Score: Raw -135038.011988 + Penalty 2289.026973 = -132748.985016
  nChanged 21
		SP:Iteration 17Q (41691.760000 sec): 3 clusters
  Score: Raw -135060.737045 + Penalty 2289.026973 = -132771.710072
  nChanged 25
		SP:Iteration 18Q (41691.940000 sec): 3 clusters
  Score: Raw -135087.998406 + Penalty 2289.026973 = -132798.971433
  nChanged 23
		SP:Iteration 19Q (41692.110000 sec): 3 clusters
  Score: Raw -135107.114289 + Penalty 2289.026973 = -132818.087316
  nChanged 14
		SP:Iteration 20F (41692.320000 sec): 3 clusters
  Score: Raw -135117.733392 + Penalty 2289.026973 = -132828.706419
  nChanged 14
		SP:Iteration 21Q (41692.490000 sec): 3 clusters
  Score: Raw -135129.684358 + Penalty 2289.026973 = -132840.657385
  nChanged 16
		SP:Iteration 22Q (41692.650000 sec): 3 clusters
  Score: Raw -135140.406836 + Penalty 2289.026973 = -132851.379863
  nChanged 15
		SP:Iteration 23Q (41692.860000 sec): 3 clusters
  Score: Raw -135152.892786 + Penalty 2289.026973 = -132863.865814
  nChanged 12
		SP:Iteration 24Q (41693.020000 sec): 3 clusters
  Score: Raw -135160.234307 + Penalty 2289.026973 = -132871.207334
  nChanged 14
		SP:Iteration 25Q (41693.230000 sec): 3 clusters
  Score: Raw -135169.317382 + Penalty 2289.026973 = -132880.290409
  nChanged 13
		SP:Iteration 26Q (41693.390000 sec): 3 clusters
  Score: Raw -135184.337363 + Penalty 2289.026973 = -132895.310390
  nChanged 12
		SP:Iteration 27Q (41693.560000 sec): 3 clusters
  Score: Raw -135194.871536 + Penalty 2289.026973 = -132905.844563
  nChanged 10
		SP:Iteration 28Q (41693.740000 sec): 3 clusters
  Score: Raw -135206.292148 + Penalty 2289.026973 = -132917.265175
  nChanged 9
		SP:Iteration 29Q (41693.870000 sec): 3 clusters
  Score: Raw -135215.547522 + Penalty 2289.026973 = -132926.520549
  nChanged 8
		SP:Iteration 30Q (41694.030000 sec): 3 clusters
  Score: Raw -135227.488699 + Penalty 2289.026973 = -132938.461726
  nChanged 9
		SP:Iteration 31Q (41694.190000 sec): 3 clusters
  Score: Raw -135234.960926 + Penalty 2289.026973 = -132945.933953
  nChanged 14
		SP:Iteration 32Q (41694.350000 sec): 3 clusters
  Score: Raw -135249.231388 + Penalty 2289.026973 = -132960.204415
  nChanged 8
		SP:Iteration 33Q (41694.530000 sec): 3 clusters
  Score: Raw -135257.592343 + Penalty 2289.026973 = -132968.565371
  nChanged 7
		SP:Iteration 34Q (41694.680000 sec): 3 clusters
  Score: Raw -135262.665827 + Penalty 2289.026973 = -132973.638854
  nChanged 7
		SP:Iteration 35Q (41694.850000 sec): 3 clusters
  Score: Raw -135270.322845 + Penalty 2289.026973 = -132981.295872
  nChanged 1
		SP:Iteration 36Q (41695.040000 sec): 3 clusters
  Score: Raw -135271.140709 + Penalty 2289.026973 = -132982.113736
  nChanged 0
		SP:Iteration 37F (41695.180000 sec): 3 clusters
  Score: Raw -135271.140709 + Penalty 2289.026973 = -132982.113736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41695.300000 sec): 2 clusters
  Score: Raw -729640.147012 + Penalty 1417.498631 = -728222.648380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41695.510000 sec): 3 clusters
  Score: Raw -726325.027195 + Penalty 2834.997263 = -723490.029932
  nChanged 2559
		SP:Iteration 1F (41695.670000 sec): 3 clusters
  Score: Raw -727744.036698 + Penalty 2834.997263 = -724909.039435
  nChanged 433
		SP:Iteration 2F (41695.890000 sec): 3 clusters
  Score: Raw -727961.750040 + Penalty 2834.997263 = -725126.752777
  nChanged 308
		SP:Iteration 3F (41696.050000 sec): 3 clusters
  Score: Raw -728102.629285 + Penalty 2834.997263 = -725267.632022
  nChanged 253
		SP:Iteration 4Q (41696.250000 sec): 3 clusters
  Score: Raw -728224.106957 + Penalty 2834.997263 = -725389.109694
  nChanged 227
		SP:Iteration 5Q (41696.490000 sec): 3 clusters
  Score: Raw -728345.527150 + Penalty 2834.997263 = -725510.529887
  nChanged 253
		SP:Iteration 6Q (41696.630000 sec): 3 clusters
  Score: Raw -728472.333699 + Penalty 2834.997263 = -725637.336436
  nChanged 236
		SP:Iteration 7Q (41696.860000 sec): 3 clusters
  Score: Raw -728596.969943 + Penalty 2834.997263 = -725761.972680
  nChanged 228
		SP:Iteration 8Q (41697.070000 sec): 3 clusters
  Score: Raw -728727.759327 + Penalty 2834.997263 = -725892.762064
  nChanged 246
		SP:Iteration 9Q (41697.230000 sec): 3 clusters
  Score: Raw -728880.407165 + Penalty 2834.997263 = -726045.409902
  nChanged 224
		SP:Iteration 10Q (41697.430000 sec): 3 clusters
  Score: Raw -729014.793501 + Penalty 2834.997263 = -726179.796239
  nChanged 228
		SP:Iteration 11Q (41697.650000 sec): 3 clusters
  Score: Raw -729179.269438 + Penalty 2834.997263 = -726344.272176
  nChanged 215
		SP:Iteration 12Q (41697.830000 sec): 3 clusters
  Score: Raw -729361.696696 + Penalty 2834.997263 = -726526.699433
  nChanged 189
		SP:Iteration 13Q (41698.060000 sec): 3 clusters
  Score: Raw -729495.364836 + Penalty 2834.997263 = -726660.367573
  nChanged 114
		SP:Iteration 14Q (41698.260000 sec): 3 clusters
  Score: Raw -729574.959387 + Penalty 2834.997263 = -726739.962124
  nChanged 84
		SP:Iteration 15Q (41698.400000 sec): 3 clusters
  Score: Raw -729632.369695 + Penalty 2834.997263 = -726797.372432
  nChanged 68
		SP:Iteration 16Q (41698.600000 sec): 3 clusters
  Score: Raw -729670.766875 + Penalty 2834.997263 = -726835.769612
  nChanged 56
		SP:Iteration 17Q (41698.840000 sec): 3 clusters
  Score: Raw -729703.995546 + Penalty 2834.997263 = -726868.998283
  nChanged 46
		SP:Iteration 18Q (41699.000000 sec): 3 clusters
  Score: Raw -729735.763758 + Penalty 2834.997263 = -726900.766495
  nChanged 34
		SP:Iteration 19Q (41699.180000 sec): 3 clusters
  Score: Raw -729762.742727 + Penalty 2834.997263 = -726927.745465
  nChanged 39
		SP:Iteration 20F (41699.350000 sec): 3 clusters
  Score: Raw -729791.645116 + Penalty 2834.997263 = -726956.647853
  nChanged 20
		SP:Iteration 21Q (41699.520000 sec): 3 clusters
  Score: Raw -729806.533765 + Penalty 2834.997263 = -726971.536502
  nChanged 13
		SP:Iteration 22Q (41699.700000 sec): 3 clusters
  Score: Raw -729816.392574 + Penalty 2834.997263 = -726981.395311
  nChanged 16
		SP:Iteration 23Q (41699.910000 sec): 3 clusters
  Score: Raw -729824.985110 + Penalty 2834.997263 = -726989.987847
  nChanged 12
		SP:Iteration 24Q (41700.080000 sec): 3 clusters
  Score: Raw -729830.793886 + Penalty 2834.997263 = -726995.796623
  nChanged 5
		SP:Iteration 25Q (41700.290000 sec): 3 clusters
  Score: Raw -729833.449927 + Penalty 2834.997263 = -726998.452664
  nChanged 5
		SP:Iteration 26Q (41700.470000 sec): 3 clusters
  Score: Raw -729835.809160 + Penalty 2834.997263 = -727000.811897
  nChanged 7
		SP:Iteration 27Q (41700.660000 sec): 3 clusters
  Score: Raw -729842.271335 + Penalty 2834.997263 = -727007.274072
  nChanged 9
		SP:Iteration 28Q (41700.830000 sec): 3 clusters
  Score: Raw -729848.708854 + Penalty 2834.997263 = -727013.711591
  nChanged 8
		SP:Iteration 29Q (41701.000000 sec): 3 clusters
  Score: Raw -729853.237175 + Penalty 2834.997263 = -727018.239912
  nChanged 7
		SP:Iteration 30Q (41701.180000 sec): 3 clusters
  Score: Raw -729858.939066 + Penalty 2834.997263 = -727023.941803
  nChanged 7
		SP:Iteration 31Q (41701.350000 sec): 3 clusters
  Score: Raw -729864.769793 + Penalty 2834.997263 = -727029.772530
  nChanged 8
		SP:Iteration 32Q (41701.570000 sec): 3 clusters
  Score: Raw -729870.891631 + Penalty 2834.997263 = -727035.894368
  nChanged 5
		SP:Iteration 33Q (41701.760000 sec): 3 clusters
  Score: Raw -729873.054130 + Penalty 2834.997263 = -727038.056867
  nChanged 3
		SP:Iteration 34Q (41701.930000 sec): 3 clusters
  Score: Raw -729874.868978 + Penalty 2834.997263 = -727039.871715
  nChanged 4
		SP:Iteration 35Q (41702.150000 sec): 3 clusters
  Score: Raw -729878.102313 + Penalty 2834.997263 = -727043.105051
  nChanged 5
		SP:Iteration 36Q (41702.350000 sec): 3 clusters
  Score: Raw -729883.417135 + Penalty 2834.997263 = -727048.419872
  nChanged 3
		SP:Iteration 37Q (41702.500000 sec): 3 clusters
  Score: Raw -729886.164232 + Penalty 2834.997263 = -727051.166969
  nChanged 2
		SP:Iteration 38Q (41702.720000 sec): 3 clusters
  Score: Raw -729887.536207 + Penalty 2834.997263 = -727052.538944
  nChanged 3
		SP:Iteration 39Q (41702.890000 sec): 3 clusters
  Score: Raw -729890.267224 + Penalty 2834.997263 = -727055.269961
  nChanged 3
		SP:Iteration 40F (41703.100000 sec): 3 clusters
  Score: Raw -729891.841680 + Penalty 2834.997263 = -727056.844417
  nChanged 2
		SP:Iteration 41Q (41703.290000 sec): 3 clusters
  Score: Raw -729892.858967 + Penalty 2834.997263 = -727057.861704
  nChanged 2
		SP:Iteration 42Q (41703.490000 sec): 3 clusters
  Score: Raw -729894.598467 + Penalty 2834.997263 = -727059.601204
  nChanged 2
		SP:Iteration 43Q (41703.710000 sec): 3 clusters
  Score: Raw -729895.852409 + Penalty 2834.997263 = -727060.855146
  nChanged 1
		SP:Iteration 44Q (41703.890000 sec): 3 clusters
  Score: Raw -729896.814582 + Penalty 2834.997263 = -727061.817319
  nChanged 0
		SP:Iteration 45F (41704.110000 sec): 3 clusters
  Score: Raw -729896.814582 + Penalty 2834.997263 = -727061.817319
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41704.180000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41704.390000 sec): 3 clusters
  Score: Raw -163238.697014 + Penalty 2361.945764 = -160876.751250
  nChanged 485
		SP:Iteration 1F (41704.500000 sec): 3 clusters
  Score: Raw -163684.482583 + Penalty 2361.945764 = -161322.536819
  nChanged 136
		SP:Iteration 2F (41704.700000 sec): 3 clusters
  Score: Raw -163895.651948 + Penalty 2361.945764 = -161533.706184
  nChanged 130
		SP:Iteration 3F (41704.860000 sec): 3 clusters
  Score: Raw -164134.955927 + Penalty 2361.945764 = -161773.010163
  nChanged 92
		SP:Iteration 4F (41705.020000 sec): 3 clusters
  Score: Raw -164277.718393 + Penalty 2361.945764 = -161915.772629
  nChanged 62
		SP:Iteration 5Q (41705.180000 sec): 3 clusters
  Score: Raw -164378.735432 + Penalty 2361.945764 = -162016.789668
  nChanged 43
		SP:Iteration 6Q (41705.330000 sec): 3 clusters
  Score: Raw -164437.601580 + Penalty 2361.945764 = -162075.655816
  nChanged 27
		SP:Iteration 7Q (41705.520000 sec): 3 clusters
  Score: Raw -164483.581441 + Penalty 2361.945764 = -162121.635677
  nChanged 25
		SP:Iteration 8Q (41705.690000 sec): 3 clusters
  Score: Raw -164525.093405 + Penalty 2361.945764 = -162163.147641
  nChanged 26
		SP:Iteration 9Q (41705.850000 sec): 3 clusters
  Score: Raw -164574.884090 + Penalty 2361.945764 = -162212.938326
  nChanged 20
		SP:Iteration 10Q (41706.040000 sec): 3 clusters
  Score: Raw -164603.851398 + Penalty 2361.945764 = -162241.905634
  nChanged 17
		SP:Iteration 11Q (41706.180000 sec): 3 clusters
  Score: Raw -164619.130061 + Penalty 2361.945764 = -162257.184297
  nChanged 14
		SP:Iteration 12Q (41706.350000 sec): 3 clusters
  Score: Raw -164631.359269 + Penalty 2361.945764 = -162269.413505
  nChanged 10
		SP:Iteration 13Q (41706.530000 sec): 3 clusters
  Score: Raw -164641.383507 + Penalty 2361.945764 = -162279.437743
  nChanged 5
		SP:Iteration 14Q (41706.710000 sec): 3 clusters
  Score: Raw -164646.375914 + Penalty 2361.945764 = -162284.430150
  nChanged 5
		SP:Iteration 15Q (41706.890000 sec): 3 clusters
  Score: Raw -164649.448986 + Penalty 2361.945764 = -162287.503222
  nChanged 1
		SP:Iteration 16Q (41707.110000 sec): 3 clusters
  Score: Raw -164649.573382 + Penalty 2361.945764 = -162287.627618
  nChanged 0
		SP:Iteration 17F (41707.260000 sec): 3 clusters
  Score: Raw -164649.573382 + Penalty 2361.945764 = -162287.627618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41707.420000 sec): 2 clusters
  Score: Raw -1456412.580738 + Penalty 1528.393082 = -1454884.187656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41707.630000 sec): 3 clusters
  Score: Raw -1449297.334118 + Penalty 3056.786163 = -1446240.547955
  nChanged 5367
		SP:Iteration 1F (41707.830000 sec): 3 clusters
  Score: Raw -1452302.163865 + Penalty 3056.786163 = -1449245.377702
  nChanged 708
		SP:Iteration 2F (41708.070000 sec): 3 clusters
  Score: Raw -1452582.606527 + Penalty 3056.786163 = -1449525.820364
  nChanged 600
		SP:Iteration 3Q (41708.320000 sec): 3 clusters
  Score: Raw -1452855.250159 + Penalty 3056.786163 = -1449798.463996
  nChanged 575
		SP:Iteration 4Q (41708.570000 sec): 3 clusters
  Score: Raw -1453151.279717 + Penalty 3056.786163 = -1450094.493554
  nChanged 600
		SP:Iteration 5Q (41708.770000 sec): 3 clusters
  Score: Raw -1453480.279479 + Penalty 3056.786163 = -1450423.493315
  nChanged 632
		SP:Iteration 6F (41708.990000 sec): 3 clusters
  Score: Raw -1453872.109570 + Penalty 3056.786163 = -1450815.323407
  nChanged 681
		SP:Iteration 7F (41709.270000 sec): 3 clusters
  Score: Raw -1454379.000735 + Penalty 3056.786163 = -1451322.214572
  nChanged 693
		SP:Iteration 8F (41709.510000 sec): 3 clusters
  Score: Raw -1454938.849586 + Penalty 3056.786163 = -1451882.063423
  nChanged 622
		SP:Iteration 9F (41709.690000 sec): 3 clusters
  Score: Raw -1455457.511008 + Penalty 3056.786163 = -1452400.724844
  nChanged 483
		SP:Iteration 10Q (41709.940000 sec): 3 clusters
  Score: Raw -1455875.167946 + Penalty 3056.786163 = -1452818.381783
  nChanged 344
		SP:Iteration 11Q (41710.140000 sec): 3 clusters
  Score: Raw -1456172.984458 + Penalty 3056.786163 = -1453116.198295
  nChanged 167
		SP:Iteration 12Q (41710.350000 sec): 3 clusters
  Score: Raw -1456310.327484 + Penalty 3056.786163 = -1453253.541320
  nChanged 92
		SP:Iteration 13Q (41710.570000 sec): 3 clusters
  Score: Raw -1456389.763055 + Penalty 3056.786163 = -1453332.976892
  nChanged 65
		SP:Iteration 14Q (41710.770000 sec): 3 clusters
  Score: Raw -1456446.211134 + Penalty 3056.786163 = -1453389.424971
  nChanged 40
		SP:Iteration 15Q (41711.020000 sec): 3 clusters
  Score: Raw -1456482.193974 + Penalty 3056.786163 = -1453425.407810
  nChanged 29
		SP:Iteration 16Q (41711.200000 sec): 3 clusters
  Score: Raw -1456516.505828 + Penalty 3056.786163 = -1453459.719665
  nChanged 20
		SP:Iteration 17Q (41711.440000 sec): 3 clusters
  Score: Raw -1456537.305434 + Penalty 3056.786163 = -1453480.519271
  nChanged 12
		SP:Iteration 18Q (41711.690000 sec): 3 clusters
  Score: Raw -1456548.894412 + Penalty 3056.786163 = -1453492.108249
  nChanged 12
		SP:Iteration 19Q (41711.910000 sec): 3 clusters
  Score: Raw -1456560.638270 + Penalty 3056.786163 = -1453503.852106
  nChanged 7
		SP:Iteration 20F (41712.110000 sec): 3 clusters
  Score: Raw -1456567.693762 + Penalty 3056.786163 = -1453510.907599
  nChanged 9
		SP:Iteration 21Q (41712.310000 sec): 3 clusters
  Score: Raw -1456574.562177 + Penalty 3056.786163 = -1453517.776014
  nChanged 4
		SP:Iteration 22Q (41712.540000 sec): 3 clusters
  Score: Raw -1456578.400027 + Penalty 3056.786163 = -1453521.613864
  nChanged 2
		SP:Iteration 23Q (41712.750000 sec): 3 clusters
  Score: Raw -1456580.913594 + Penalty 3056.786163 = -1453524.127431
  nChanged 7
		SP:Iteration 24Q (41712.990000 sec): 3 clusters
  Score: Raw -1456589.246513 + Penalty 3056.786163 = -1453532.460350
  nChanged 8
		SP:Iteration 25Q (41713.220000 sec): 3 clusters
  Score: Raw -1456599.095968 + Penalty 3056.786163 = -1453542.309804
  nChanged 5
		SP:Iteration 26Q (41713.420000 sec): 3 clusters
  Score: Raw -1456601.214547 + Penalty 3056.786163 = -1453544.428384
  nChanged 3
		SP:Iteration 27Q (41713.630000 sec): 3 clusters
  Score: Raw -1456604.278277 + Penalty 3056.786163 = -1453547.492114
  nChanged 5
		SP:Iteration 28Q (41713.880000 sec): 3 clusters
  Score: Raw -1456609.109233 + Penalty 3056.786163 = -1453552.323070
  nChanged 5
		SP:Iteration 29Q (41714.060000 sec): 3 clusters
  Score: Raw -1456612.447716 + Penalty 3056.786163 = -1453555.661553
  nChanged 2
		SP:Iteration 30Q (41714.310000 sec): 3 clusters
  Score: Raw -1456613.695283 + Penalty 3056.786163 = -1453556.909119
  nChanged 0
		SP:Iteration 31F (41714.540000 sec): 3 clusters
  Score: Raw -1456613.695283 + Penalty 3056.786163 = -1453556.909119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41714.630000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41714.820000 sec): 3 clusters
  Score: Raw -99977.911817 + Penalty 2211.139209 = -97766.772608
  nChanged 276
		SP:Iteration 1F (41714.980000 sec): 3 clusters
  Score: Raw -100277.442134 + Penalty 2211.139209 = -98066.302925
  nChanged 79
		SP:Iteration 2F (41715.160000 sec): 3 clusters
  Score: Raw -100379.079880 + Penalty 2211.139209 = -98167.940671
  nChanged 39
		SP:Iteration 3Q (41715.330000 sec): 3 clusters
  Score: Raw -100461.413091 + Penalty 2211.139209 = -98250.273882
  nChanged 38
		SP:Iteration 4Q (41715.490000 sec): 3 clusters
  Score: Raw -100518.352158 + Penalty 2211.139209 = -98307.212949
  nChanged 24
		SP:Iteration 5Q (41715.650000 sec): 3 clusters
  Score: Raw -100555.718557 + Penalty 2211.139209 = -98344.579349
  nChanged 26
		SP:Iteration 6Q (41715.830000 sec): 3 clusters
  Score: Raw -100600.565410 + Penalty 2211.139209 = -98389.426201
  nChanged 27
		SP:Iteration 7Q (41716.030000 sec): 3 clusters
  Score: Raw -100657.129817 + Penalty 2211.139209 = -98445.990608
  nChanged 24
		SP:Iteration 8Q (41716.160000 sec): 3 clusters
  Score: Raw -100704.192875 + Penalty 2211.139209 = -98493.053666
  nChanged 20
		SP:Iteration 9Q (41716.350000 sec): 3 clusters
  Score: Raw -100752.727282 + Penalty 2211.139209 = -98541.588073
  nChanged 19
		SP:Iteration 10Q (41716.520000 sec): 3 clusters
  Score: Raw -100797.127135 + Penalty 2211.139209 = -98585.987926
  nChanged 15
		SP:Iteration 11Q (41716.690000 sec): 3 clusters
  Score: Raw -100826.293335 + Penalty 2211.139209 = -98615.154127
  nChanged 14
		SP:Iteration 12Q (41716.850000 sec): 3 clusters
  Score: Raw -100845.405334 + Penalty 2211.139209 = -98634.266125
  nChanged 8
		SP:Iteration 13Q (41717.020000 sec): 3 clusters
  Score: Raw -100862.671271 + Penalty 2211.139209 = -98651.532062
  nChanged 4
		SP:Iteration 14Q (41717.190000 sec): 3 clusters
  Score: Raw -100867.558365 + Penalty 2211.139209 = -98656.419156
  nChanged 2
		SP:Iteration 15Q (41717.320000 sec): 3 clusters
  Score: Raw -100869.295998 + Penalty 2211.139209 = -98658.156789
  nChanged 0
		SP:Iteration 16F (41717.520000 sec): 3 clusters
  Score: Raw -100869.295998 + Penalty 2211.139209 = -98658.156789
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41717.650000 sec): 2 clusters
  Score: Raw -536889.652997 + Penalty 1367.571513 = -535522.081484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41717.840000 sec): 3 clusters
  Score: Raw -534619.591352 + Penalty 2735.143027 = -531884.448325
  nChanged 1816
		SP:Iteration 1F (41717.990000 sec): 3 clusters
  Score: Raw -535604.943963 + Penalty 2735.143027 = -532869.800937
  nChanged 291
		SP:Iteration 2F (41718.150000 sec): 3 clusters
  Score: Raw -535750.693773 + Penalty 2735.143027 = -533015.550746
  nChanged 225
		SP:Iteration 3Q (41718.390000 sec): 3 clusters
  Score: Raw -535847.330489 + Penalty 2735.143027 = -533112.187462
  nChanged 154
		SP:Iteration 4Q (41718.560000 sec): 3 clusters
  Score: Raw -535920.640933 + Penalty 2735.143027 = -533185.497906
  nChanged 144
		SP:Iteration 5Q (41718.720000 sec): 3 clusters
  Score: Raw -535981.631031 + Penalty 2735.143027 = -533246.488004
  nChanged 111
		SP:Iteration 6Q (41718.950000 sec): 3 clusters
  Score: Raw -536041.472838 + Penalty 2735.143027 = -533306.329811
  nChanged 106
		SP:Iteration 7Q (41719.130000 sec): 3 clusters
  Score: Raw -536103.448274 + Penalty 2735.143027 = -533368.305247
  nChanged 120
		SP:Iteration 8Q (41719.310000 sec): 3 clusters
  Score: Raw -536170.465607 + Penalty 2735.143027 = -533435.322581
  nChanged 114
		SP:Iteration 9Q (41719.510000 sec): 3 clusters
  Score: Raw -536244.853134 + Penalty 2735.143027 = -533509.710107
  nChanged 119
		SP:Iteration 10Q (41719.690000 sec): 3 clusters
  Score: Raw -536327.740003 + Penalty 2735.143027 = -533592.596977
  nChanged 118
		SP:Iteration 11Q (41719.850000 sec): 3 clusters
  Score: Raw -536418.580913 + Penalty 2735.143027 = -533683.437887
  nChanged 113
		SP:Iteration 12Q (41720.030000 sec): 3 clusters
  Score: Raw -536490.576186 + Penalty 2735.143027 = -533755.433159
  nChanged 106
		SP:Iteration 13Q (41720.230000 sec): 3 clusters
  Score: Raw -536538.484673 + Penalty 2735.143027 = -533803.341647
  nChanged 82
		SP:Iteration 14Q (41720.410000 sec): 3 clusters
  Score: Raw -536571.237223 + Penalty 2735.143027 = -533836.094197
  nChanged 80
		SP:Iteration 15Q (41720.610000 sec): 3 clusters
  Score: Raw -536604.601765 + Penalty 2735.143027 = -533869.458739
  nChanged 73
		SP:Iteration 16Q (41720.760000 sec): 3 clusters
  Score: Raw -536635.664832 + Penalty 2735.143027 = -533900.521806
  nChanged 73
		SP:Iteration 17Q (41720.930000 sec): 3 clusters
  Score: Raw -536663.226227 + Penalty 2735.143027 = -533928.083200
  nChanged 74
		SP:Iteration 18Q (41721.120000 sec): 3 clusters
  Score: Raw -536693.511383 + Penalty 2735.143027 = -533958.368356
  nChanged 82
		SP:Iteration 19Q (41721.330000 sec): 3 clusters
  Score: Raw -536727.897293 + Penalty 2735.143027 = -533992.754266
  nChanged 71
		SP:Iteration 20F (41721.510000 sec): 3 clusters
  Score: Raw -536759.782976 + Penalty 2735.143027 = -534024.639950
  nChanged 77
		SP:Iteration 21Q (41721.700000 sec): 3 clusters
  Score: Raw -536790.790679 + Penalty 2735.143027 = -534055.647652
  nChanged 69
		SP:Iteration 22Q (41721.880000 sec): 3 clusters
  Score: Raw -536821.742197 + Penalty 2735.143027 = -534086.599171
  nChanged 65
		SP:Iteration 23Q (41722.070000 sec): 3 clusters
  Score: Raw -536847.783357 + Penalty 2735.143027 = -534112.640330
  nChanged 60
		SP:Iteration 24Q (41722.270000 sec): 3 clusters
  Score: Raw -536872.930287 + Penalty 2735.143027 = -534137.787261
  nChanged 62
		SP:Iteration 25Q (41722.470000 sec): 3 clusters
  Score: Raw -536903.430376 + Penalty 2735.143027 = -534168.287349
  nChanged 63
		SP:Iteration 26Q (41722.640000 sec): 3 clusters
  Score: Raw -536929.861720 + Penalty 2735.143027 = -534194.718694
  nChanged 70
		SP:Iteration 27Q (41722.810000 sec): 3 clusters
  Score: Raw -536961.301459 + Penalty 2735.143027 = -534226.158433
  nChanged 65
		SP:Iteration 28Q (41723.040000 sec): 3 clusters
  Score: Raw -536990.361524 + Penalty 2735.143027 = -534255.218497
  nChanged 61
		SP:Iteration 29Q (41723.190000 sec): 3 clusters
  Score: Raw -537028.198110 + Penalty 2735.143027 = -534293.055083
  nChanged 74
		SP:Iteration 30Q (41723.390000 sec): 3 clusters
  Score: Raw -537068.532905 + Penalty 2735.143027 = -534333.389878
  nChanged 66
		SP:Iteration 31Q (41723.590000 sec): 3 clusters
  Score: Raw -537102.317532 + Penalty 2735.143027 = -534367.174506
  nChanged 62
		SP:Iteration 32Q (41723.810000 sec): 3 clusters
  Score: Raw -537131.562029 + Penalty 2735.143027 = -534396.419003
  nChanged 63
		SP:Iteration 33Q (41723.970000 sec): 3 clusters
  Score: Raw -537165.446690 + Penalty 2735.143027 = -534430.303664
  nChanged 64
		SP:Iteration 34Q (41724.190000 sec): 3 clusters
  Score: Raw -537196.060298 + Penalty 2735.143027 = -534460.917271
  nChanged 45
		SP:Iteration 35Q (41724.370000 sec): 3 clusters
  Score: Raw -537213.775613 + Penalty 2735.143027 = -534478.632586
  nChanged 37
		SP:Iteration 36Q (41724.560000 sec): 3 clusters
  Score: Raw -537231.972072 + Penalty 2735.143027 = -534496.829046
  nChanged 38
		SP:Iteration 37Q (41724.760000 sec): 3 clusters
  Score: Raw -537253.451664 + Penalty 2735.143027 = -534518.308637
  nChanged 41
		SP:Iteration 38Q (41724.950000 sec): 3 clusters
  Score: Raw -537271.766303 + Penalty 2735.143027 = -534536.623277
  nChanged 32
		SP:Iteration 39Q (41725.120000 sec): 3 clusters
  Score: Raw -537286.084797 + Penalty 2735.143027 = -534550.941770
  nChanged 29
		SP:Iteration 40F (41725.290000 sec): 3 clusters
  Score: Raw -537298.655591 + Penalty 2735.143027 = -534563.512564
  nChanged 33
		SP:Iteration 41Q (41725.470000 sec): 3 clusters
  Score: Raw -537311.979526 + Penalty 2735.143027 = -534576.836499
  nChanged 29
		SP:Iteration 42Q (41725.670000 sec): 3 clusters
  Score: Raw -537322.341296 + Penalty 2735.143027 = -534587.198270
  nChanged 22
		SP:Iteration 43Q (41725.860000 sec): 3 clusters
  Score: Raw -537330.495780 + Penalty 2735.143027 = -534595.352754
  nChanged 17
		SP:Iteration 44Q (41726.040000 sec): 3 clusters
  Score: Raw -537334.974841 + Penalty 2735.143027 = -534599.831814
  nChanged 13
		SP:Iteration 45Q (41726.220000 sec): 3 clusters
  Score: Raw -537340.001533 + Penalty 2735.143027 = -534604.858507
  nChanged 13
		SP:Iteration 46Q (41726.400000 sec): 3 clusters
  Score: Raw -537343.072624 + Penalty 2735.143027 = -534607.929597
  nChanged 10
		SP:Iteration 47Q (41726.600000 sec): 3 clusters
  Score: Raw -537346.003972 + Penalty 2735.143027 = -534610.860946
  nChanged 9
		SP:Iteration 48Q (41726.770000 sec): 3 clusters
  Score: Raw -537348.006946 + Penalty 2735.143027 = -534612.863920
  nChanged 7
		SP:Iteration 49Q (41726.930000 sec): 3 clusters
  Score: Raw -537349.575260 + Penalty 2735.143027 = -534614.432233
  nChanged 4
		SP:Iteration 50Q (41727.120000 sec): 3 clusters
  Score: Raw -537350.355005 + Penalty 2735.143027 = -534615.211979
  nChanged 6
		SP:Iteration 51Q (41727.310000 sec): 3 clusters
  Score: Raw -537351.747875 + Penalty 2735.143027 = -534616.604849
  nChanged 5
		SP:Iteration 52Q (41727.490000 sec): 3 clusters
  Score: Raw -537353.097153 + Penalty 2735.143027 = -534617.954127
  nChanged 4
		SP:Iteration 53Q (41727.710000 sec): 3 clusters
  Score: Raw -537354.069123 + Penalty 2735.143027 = -534618.926097
  nChanged 3
		SP:Iteration 54Q (41727.880000 sec): 3 clusters
  Score: Raw -537354.445864 + Penalty 2735.143027 = -534619.302837
  nChanged 0
		SP:Iteration 55F (41728.040000 sec): 3 clusters
  Score: Raw -537354.445864 + Penalty 2735.143027 = -534619.302837
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41728.160000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41728.310000 sec): 3 clusters
  Score: Raw -166909.512898 + Penalty 2363.755094 = -164545.757805
  nChanged 471
		SP:Iteration 1F (41728.480000 sec): 3 clusters
  Score: Raw -167363.312560 + Penalty 2363.755094 = -164999.557466
  nChanged 140
		SP:Iteration 2F (41728.700000 sec): 3 clusters
  Score: Raw -167580.097820 + Penalty 2363.755094 = -165216.342726
  nChanged 105
		SP:Iteration 3F (41728.860000 sec): 3 clusters
  Score: Raw -167733.811532 + Penalty 2363.755094 = -165370.056439
  nChanged 86
		SP:Iteration 4F (41729.030000 sec): 3 clusters
  Score: Raw -167856.262991 + Penalty 2363.755094 = -165492.507897
  nChanged 68
		SP:Iteration 5Q (41729.210000 sec): 3 clusters
  Score: Raw -167947.679725 + Penalty 2363.755094 = -165583.924631
  nChanged 56
		SP:Iteration 6Q (41729.360000 sec): 3 clusters
  Score: Raw -168001.144693 + Penalty 2363.755094 = -165637.389599
  nChanged 30
		SP:Iteration 7Q (41729.580000 sec): 3 clusters
  Score: Raw -168031.859320 + Penalty 2363.755094 = -165668.104227
  nChanged 27
		SP:Iteration 8Q (41729.720000 sec): 3 clusters
  Score: Raw -168055.138522 + Penalty 2363.755094 = -165691.383428
  nChanged 14
		SP:Iteration 9Q (41729.920000 sec): 3 clusters
  Score: Raw -168068.604994 + Penalty 2363.755094 = -165704.849901
  nChanged 14
		SP:Iteration 10Q (41730.120000 sec): 3 clusters
  Score: Raw -168082.985263 + Penalty 2363.755094 = -165719.230169
  nChanged 16
		SP:Iteration 11Q (41730.280000 sec): 3 clusters
  Score: Raw -168096.407659 + Penalty 2363.755094 = -165732.652565
  nChanged 11
		SP:Iteration 12Q (41730.370000 sec): 3 clusters
  Score: Raw -168113.458169 + Penalty 2363.755094 = -165749.703075
  nChanged 9
		SP:Iteration 13Q (41730.520000 sec): 3 clusters
  Score: Raw -168123.850710 + Penalty 2363.755094 = -165760.095616
  nChanged 9
		SP:Iteration 14Q (41730.660000 sec): 3 clusters
  Score: Raw -168131.826147 + Penalty 2363.755094 = -165768.071053
  nChanged 7
		SP:Iteration 15Q (41730.810000 sec): 3 clusters
  Score: Raw -168140.400169 + Penalty 2363.755094 = -165776.645075
  nChanged 8
		SP:Iteration 16Q (41730.970000 sec): 3 clusters
  Score: Raw -168150.724298 + Penalty 2363.755094 = -165786.969205
  nChanged 7
		SP:Iteration 17Q (41731.110000 sec): 3 clusters
  Score: Raw -168158.139704 + Penalty 2363.755094 = -165794.384610
  nChanged 4
		SP:Iteration 18Q (41731.250000 sec): 3 clusters
  Score: Raw -168161.789383 + Penalty 2363.755094 = -165798.034290
  nChanged 3
		SP:Iteration 19Q (41731.400000 sec): 3 clusters
  Score: Raw -168164.917380 + Penalty 2363.755094 = -165801.162286
  nChanged 3
		SP:Iteration 20F (41731.570000 sec): 3 clusters
  Score: Raw -168167.660265 + Penalty 2363.755094 = -165803.905171
  nChanged 3
		SP:Iteration 21Q (41731.700000 sec): 3 clusters
  Score: Raw -168169.935442 + Penalty 2363.755094 = -165806.180348
  nChanged 2
		SP:Iteration 22Q (41731.850000 sec): 3 clusters
  Score: Raw -168170.486437 + Penalty 2363.755094 = -165806.731344
  nChanged 0
		SP:Iteration 23F (41731.960000 sec): 3 clusters
  Score: Raw -168170.486437 + Penalty 2363.755094 = -165806.731344
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41732.060000 sec): 2 clusters
  Score: Raw -13505.588053 + Penalty 930.082579 = -12575.505474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41732.180000 sec): 3 clusters
  Score: Raw -13745.162172 + Penalty 1860.165158 = -11884.997013
  nChanged 76
		SP:Iteration 1F (41732.360000 sec): 3 clusters
  Score: Raw -14125.155058 + Penalty 1860.165158 = -12264.989900
  nChanged 24
		SP:Iteration 2F (41732.490000 sec): 3 clusters
  Score: Raw -14404.637486 + Penalty 1860.165158 = -12544.472328
  nChanged 11
		SP:Iteration 3Q (41732.660000 sec): 3 clusters
  Score: Raw -14482.316148 + Penalty 1860.165158 = -12622.150989
  nChanged 3
		SP:Iteration 4Q (41732.800000 sec): 3 clusters
  Score: Raw -14497.572743 + Penalty 1860.165158 = -12637.407585
  nChanged 1
		SP:Iteration 5Q (41732.930000 sec): 3 clusters
  Score: Raw -14498.586551 + Penalty 1860.165158 = -12638.421393
  nChanged 0
		SP:Iteration 6F (41733.090000 sec): 3 clusters
  Score: Raw -14498.586551 + Penalty 1860.165158 = -12638.421393
  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 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41733.200000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41733.340000 sec): 3 clusters
  Score: Raw -42234.102988 + Penalty 1938.163287 = -40295.939701
  nChanged 89
		SP:Iteration 1F (41733.500000 sec): 3 clusters
  Score: Raw -42424.820466 + Penalty 1938.163287 = -40486.657180
  nChanged 25
		SP:Iteration 2F (41733.660000 sec): 3 clusters
  Score: Raw -42515.131238 + Penalty 1938.163287 = -40576.967952
  nChanged 12
		SP:Iteration 3Q (41733.800000 sec): 3 clusters
  Score: Raw -42555.626109 + Penalty 1938.163287 = -40617.462823
  nChanged 6
		SP:Iteration 4Q (41733.950000 sec): 3 clusters
  Score: Raw -42571.891617 + Penalty 1938.163287 = -40633.728331
  nChanged 5
		SP:Iteration 5Q (41734.080000 sec): 3 clusters
  Score: Raw -42593.878956 + Penalty 1938.163287 = -40655.715670
  nChanged 5
		SP:Iteration 6Q (41734.230000 sec): 3 clusters
  Score: Raw -42610.985175 + Penalty 1938.163287 = -40672.821889
  nChanged 1
		SP:Iteration 7Q (41734.380000 sec): 3 clusters
  Score: Raw -42612.465361 + Penalty 1938.163287 = -40674.302074
  nChanged 0
		SP:Iteration 8F (41734.490000 sec): 3 clusters
  Score: Raw -42612.465361 + Penalty 1938.163287 = -40674.302074
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41734.680000 sec): 2 clusters
  Score: Raw -2088837.733897 + Penalty 1585.298546 = -2087252.435352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41734.960000 sec): 3 clusters
  Score: Raw -2078553.265994 + Penalty 3170.597091 = -2075382.668902
  nChanged 7711
		SP:Iteration 1F (41735.170000 sec): 3 clusters
  Score: Raw -2082647.873823 + Penalty 3170.597091 = -2079477.276732
  nChanged 857
		SP:Iteration 2Q (41735.430000 sec): 3 clusters
  Score: Raw -2082938.515849 + Penalty 3170.597091 = -2079767.918758
  nChanged 793
		SP:Iteration 3Q (41735.720000 sec): 3 clusters
  Score: Raw -2083208.440529 + Penalty 3170.597091 = -2080037.843437
  nChanged 763
		SP:Iteration 4Q (41735.940000 sec): 3 clusters
  Score: Raw -2083490.024384 + Penalty 3170.597091 = -2080319.427293
  nChanged 802
		SP:Iteration 5Q (41736.220000 sec): 3 clusters
  Score: Raw -2083834.100220 + Penalty 3170.597091 = -2080663.503128
  nChanged 890
		SP:Iteration 6F (41736.490000 sec): 3 clusters
  Score: Raw -2084280.882258 + Penalty 3170.597091 = -2081110.285167
  nChanged 954
		SP:Iteration 7F (41736.730000 sec): 3 clusters
  Score: Raw -2084819.076876 + Penalty 3170.597091 = -2081648.479785
  nChanged 956
		SP:Iteration 8F (41737.010000 sec): 3 clusters
  Score: Raw -2085435.359711 + Penalty 3170.597091 = -2082264.762620
  nChanged 965
		SP:Iteration 9F (41737.270000 sec): 3 clusters
  Score: Raw -2086159.380557 + Penalty 3170.597091 = -2082988.783466
  nChanged 949
		SP:Iteration 10F (41737.530000 sec): 3 clusters
  Score: Raw -2086936.772168 + Penalty 3170.597091 = -2083766.175077
  nChanged 736
		SP:Iteration 11Q (41737.750000 sec): 3 clusters
  Score: Raw -2087579.400063 + Penalty 3170.597091 = -2084408.802972
  nChanged 537
		SP:Iteration 12Q (41738.010000 sec): 3 clusters
  Score: Raw -2088060.965666 + Penalty 3170.597091 = -2084890.368575
  nChanged 367
		SP:Iteration 13Q (41738.280000 sec): 3 clusters
  Score: Raw -2088375.377890 + Penalty 3170.597091 = -2085204.780798
  nChanged 264
		SP:Iteration 14Q (41738.510000 sec): 3 clusters
  Score: Raw -2088584.847108 + Penalty 3170.597091 = -2085414.250017
  nChanged 180
		SP:Iteration 15Q (41738.720000 sec): 3 clusters
  Score: Raw -2088740.086396 + Penalty 3170.597091 = -2085569.489305
  nChanged 124
		SP:Iteration 16Q (41739.010000 sec): 3 clusters
  Score: Raw -2088830.946377 + Penalty 3170.597091 = -2085660.349286
  nChanged 93
		SP:Iteration 17Q (41739.220000 sec): 3 clusters
  Score: Raw -2088895.257813 + Penalty 3170.597091 = -2085724.660721
  nChanged 74
		SP:Iteration 18Q (41739.470000 sec): 3 clusters
  Score: Raw -2088948.059786 + Penalty 3170.597091 = -2085777.462695
  nChanged 48
		SP:Iteration 19Q (41739.720000 sec): 3 clusters
  Score: Raw -2088979.408849 + Penalty 3170.597091 = -2085808.811757
  nChanged 35
		SP:Iteration 20F (41739.960000 sec): 3 clusters
  Score: Raw -2089005.581510 + Penalty 3170.597091 = -2085834.984419
  nChanged 26
		SP:Iteration 21Q (41740.220000 sec): 3 clusters
  Score: Raw -2089022.204243 + Penalty 3170.597091 = -2085851.607151
  nChanged 31
		SP:Iteration 22Q (41740.470000 sec): 3 clusters
  Score: Raw -2089041.200105 + Penalty 3170.597091 = -2085870.603014
  nChanged 21
		SP:Iteration 23Q (41740.670000 sec): 3 clusters
  Score: Raw -2089052.568504 + Penalty 3170.597091 = -2085881.971412
  nChanged 15
		SP:Iteration 24Q (41740.920000 sec): 3 clusters
  Score: Raw -2089063.159734 + Penalty 3170.597091 = -2085892.562642
  nChanged 10
		SP:Iteration 25Q (41741.160000 sec): 3 clusters
  Score: Raw -2089068.350976 + Penalty 3170.597091 = -2085897.753885
  nChanged 8
		SP:Iteration 26Q (41741.380000 sec): 3 clusters
  Score: Raw -2089073.382129 + Penalty 3170.597091 = -2085902.785037
  nChanged 6
		SP:Iteration 27Q (41741.640000 sec): 3 clusters
  Score: Raw -2089076.477451 + Penalty 3170.597091 = -2085905.880360
  nChanged 6
		SP:Iteration 28Q (41741.880000 sec): 3 clusters
  Score: Raw -2089079.350218 + Penalty 3170.597091 = -2085908.753126
  nChanged 3
		SP:Iteration 29Q (41742.120000 sec): 3 clusters
  Score: Raw -2089080.843933 + Penalty 3170.597091 = -2085910.246842
  nChanged 3
		SP:Iteration 30Q (41742.330000 sec): 3 clusters
  Score: Raw -2089081.920777 + Penalty 3170.597091 = -2085911.323686
  nChanged 1
		SP:Iteration 31Q (41742.590000 sec): 3 clusters
  Score: Raw -2089082.144202 + Penalty 3170.597091 = -2085911.547111
  nChanged 1
		SP:Iteration 32Q (41742.800000 sec): 3 clusters
  Score: Raw -2089082.346781 + Penalty 3170.597091 = -2085911.749690
  nChanged 0
		SP:Iteration 33F (41743.050000 sec): 3 clusters
  Score: Raw -2089082.346781 + Penalty 3170.597091 = -2085911.749690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41743.110000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41743.270000 sec): 3 clusters
  Score: Raw -61390.434321 + Penalty 2045.361266 = -59345.073055
  nChanged 130
		SP:Iteration 1F (41743.450000 sec): 3 clusters
  Score: Raw -61558.666406 + Penalty 2045.361266 = -59513.305140
  nChanged 28
		SP:Iteration 2F (41743.610000 sec): 3 clusters
  Score: Raw -61610.235818 + Penalty 2045.361266 = -59564.874552
  nChanged 21
		SP:Iteration 3Q (41743.770000 sec): 3 clusters
  Score: Raw -61675.096532 + Penalty 2045.361266 = -59629.735267
  nChanged 23
		SP:Iteration 4Q (41743.940000 sec): 3 clusters
  Score: Raw -61716.027623 + Penalty 2045.361266 = -59670.666358
  nChanged 14
		SP:Iteration 5Q (41744.100000 sec): 3 clusters
  Score: Raw -61741.636290 + Penalty 2045.361266 = -59696.275024
  nChanged 15
		SP:Iteration 6Q (41744.280000 sec): 3 clusters
  Score: Raw -61768.279665 + Penalty 2045.361266 = -59722.918400
  nChanged 8
		SP:Iteration 7Q (41744.440000 sec): 3 clusters
  Score: Raw -61783.280135 + Penalty 2045.361266 = -59737.918869
  nChanged 6
		SP:Iteration 8Q (41744.630000 sec): 3 clusters
  Score: Raw -61792.676759 + Penalty 2045.361266 = -59747.315494
  nChanged 6
		SP:Iteration 9Q (41744.730000 sec): 3 clusters
  Score: Raw -61803.150810 + Penalty 2045.361266 = -59757.789544
  nChanged 4
		SP:Iteration 10Q (41744.870000 sec): 3 clusters
  Score: Raw -61808.654511 + Penalty 2045.361266 = -59763.293246
  nChanged 0
		SP:Iteration 11F (41745.030000 sec): 3 clusters
  Score: Raw -61808.654511 + Penalty 2045.361266 = -59763.293246
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41745.190000 sec): 2 clusters
  Score: Raw -1717524.283818 + Penalty 1560.222370 = -1715964.061448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41745.450000 sec): 3 clusters
  Score: Raw -1708834.589072 + Penalty 3120.444740 = -1705714.144332
  nChanged 6562
		SP:Iteration 1F (41745.660000 sec): 3 clusters
  Score: Raw -1712484.182646 + Penalty 3120.444740 = -1709363.737905
  nChanged 859
		SP:Iteration 2F (41745.890000 sec): 3 clusters
  Score: Raw -1712824.582474 + Penalty 3120.444740 = -1709704.137733
  nChanged 713
		SP:Iteration 3Q (41746.130000 sec): 3 clusters
  Score: Raw -1713108.206107 + Penalty 3120.444740 = -1709987.761367
  nChanged 620
		SP:Iteration 4Q (41746.360000 sec): 3 clusters
  Score: Raw -1713344.914804 + Penalty 3120.444740 = -1710224.470063
  nChanged 573
		SP:Iteration 5Q (41746.620000 sec): 3 clusters
  Score: Raw -1713590.327687 + Penalty 3120.444740 = -1710469.882946
  nChanged 583
		SP:Iteration 6Q (41746.810000 sec): 3 clusters
  Score: Raw -1713861.785551 + Penalty 3120.444740 = -1710741.340811
  nChanged 596
		SP:Iteration 7Q (41747.050000 sec): 3 clusters
  Score: Raw -1714168.402985 + Penalty 3120.444740 = -1711047.958244
  nChanged 619
		SP:Iteration 8Q (41747.270000 sec): 3 clusters
  Score: Raw -1714481.510601 + Penalty 3120.444740 = -1711361.065860
  nChanged 602
		SP:Iteration 9Q (41747.500000 sec): 3 clusters
  Score: Raw -1714776.471427 + Penalty 3120.444740 = -1711656.026687
  nChanged 562
		SP:Iteration 10Q (41747.710000 sec): 3 clusters
  Score: Raw -1715062.457301 + Penalty 3120.444740 = -1711942.012561
  nChanged 554
		SP:Iteration 11Q (41747.930000 sec): 3 clusters
  Score: Raw -1715387.083256 + Penalty 3120.444740 = -1712266.638516
  nChanged 566
		SP:Iteration 12Q (41748.170000 sec): 3 clusters
  Score: Raw -1715737.225330 + Penalty 3120.444740 = -1712616.780590
  nChanged 552
		SP:Iteration 13Q (41748.410000 sec): 3 clusters
  Score: Raw -1716105.884299 + Penalty 3120.444740 = -1712985.439558
  nChanged 524
		SP:Iteration 14Q (41748.630000 sec): 3 clusters
  Score: Raw -1716474.251938 + Penalty 3120.444740 = -1713353.807198
  nChanged 433
		SP:Iteration 15Q (41748.830000 sec): 3 clusters
  Score: Raw -1716808.984512 + Penalty 3120.444740 = -1713688.539771
  nChanged 362
		SP:Iteration 16Q (41749.090000 sec): 3 clusters
  Score: Raw -1717103.621751 + Penalty 3120.444740 = -1713983.177010
  nChanged 277
		SP:Iteration 17Q (41749.260000 sec): 3 clusters
  Score: Raw -1717317.450218 + Penalty 3120.444740 = -1714197.005477
  nChanged 198
		SP:Iteration 18Q (41749.490000 sec): 3 clusters
  Score: Raw -1717471.009736 + Penalty 3120.444740 = -1714350.564996
  nChanged 154
		SP:Iteration 19Q (41749.690000 sec): 3 clusters
  Score: Raw -1717566.252781 + Penalty 3120.444740 = -1714445.808040
  nChanged 119
		SP:Iteration 20F (41749.950000 sec): 3 clusters
  Score: Raw -1717628.604529 + Penalty 3120.444740 = -1714508.159789
  nChanged 87
		SP:Iteration 21Q (41750.150000 sec): 3 clusters
  Score: Raw -1717673.353421 + Penalty 3120.444740 = -1714552.908681
  nChanged 72
		SP:Iteration 22Q (41750.330000 sec): 3 clusters
  Score: Raw -1717711.710323 + Penalty 3120.444740 = -1714591.265582
  nChanged 65
		SP:Iteration 23Q (41750.580000 sec): 3 clusters
  Score: Raw -1717744.532332 + Penalty 3120.444740 = -1714624.087591
  nChanged 48
		SP:Iteration 24Q (41750.790000 sec): 3 clusters
  Score: Raw -1717769.767157 + Penalty 3120.444740 = -1714649.322417
  nChanged 51
		SP:Iteration 25Q (41751.020000 sec): 3 clusters
  Score: Raw -1717798.497426 + Penalty 3120.444740 = -1714678.052685
  nChanged 48
		SP:Iteration 26Q (41751.210000 sec): 3 clusters
  Score: Raw -1717821.445051 + Penalty 3120.444740 = -1714701.000311
  nChanged 41
		SP:Iteration 27Q (41751.420000 sec): 3 clusters
  Score: Raw -1717840.024593 + Penalty 3120.444740 = -1714719.579852
  nChanged 35
		SP:Iteration 28Q (41751.660000 sec): 3 clusters
  Score: Raw -1717856.357800 + Penalty 3120.444740 = -1714735.913059
  nChanged 29
		SP:Iteration 29Q (41751.920000 sec): 3 clusters
  Score: Raw -1717868.280530 + Penalty 3120.444740 = -1714747.835789
  nChanged 15
		SP:Iteration 30Q (41752.110000 sec): 3 clusters
  Score: Raw -1717874.295075 + Penalty 3120.444740 = -1714753.850334
  nChanged 13
		SP:Iteration 31Q (41752.340000 sec): 3 clusters
  Score: Raw -1717879.600196 + Penalty 3120.444740 = -1714759.155455
  nChanged 8
		SP:Iteration 32Q (41752.540000 sec): 3 clusters
  Score: Raw -1717881.471048 + Penalty 3120.444740 = -1714761.026307
  nChanged 4
		SP:Iteration 33Q (41752.780000 sec): 3 clusters
  Score: Raw -1717882.514636 + Penalty 3120.444740 = -1714762.069896
  nChanged 2
		SP:Iteration 34Q (41752.970000 sec): 3 clusters
  Score: Raw -1717882.968149 + Penalty 3120.444740 = -1714762.523408
  nChanged 1
		SP:Iteration 35Q (41753.190000 sec): 3 clusters
  Score: Raw -1717883.077384 + Penalty 3120.444740 = -1714762.632644
  nChanged 0
		SP:Iteration 36F (41753.400000 sec): 3 clusters
  Score: Raw -1717883.077384 + Penalty 3120.444740 = -1714762.632644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41753.510000 sec): 2 clusters
  Score: Raw -222132.740909 + Penalty 1235.471325 = -220897.269584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41753.670000 sec): 3 clusters
  Score: Raw -221329.004435 + Penalty 2470.942650 = -218858.061785
  nChanged 706
		SP:Iteration 1F (41753.830000 sec): 3 clusters
  Score: Raw -221796.853077 + Penalty 2470.942650 = -219325.910427
  nChanged 138
		SP:Iteration 2F (41754.020000 sec): 3 clusters
  Score: Raw -221885.927655 + Penalty 2470.942650 = -219414.985005
  nChanged 69
		SP:Iteration 3Q (41754.110000 sec): 3 clusters
  Score: Raw -221934.711338 + Penalty 2470.942650 = -219463.768688
  nChanged 65
		SP:Iteration 4Q (41754.250000 sec): 3 clusters
  Score: Raw -221985.748215 + Penalty 2470.942650 = -219514.805565
  nChanged 56
		SP:Iteration 5Q (41754.400000 sec): 3 clusters
  Score: Raw -222030.907393 + Penalty 2470.942650 = -219559.964743
  nChanged 60
		SP:Iteration 6Q (41754.550000 sec): 3 clusters
  Score: Raw -222094.162893 + Penalty 2470.942650 = -219623.220243
  nChanged 65
		SP:Iteration 7Q (41754.690000 sec): 3 clusters
  Score: Raw -222156.073940 + Penalty 2470.942650 = -219685.131289
  nChanged 62
		SP:Iteration 8Q (41754.830000 sec): 3 clusters
  Score: Raw -222216.903783 + Penalty 2470.942650 = -219745.961132
  nChanged 56
		SP:Iteration 9Q (41755.000000 sec): 3 clusters
  Score: Raw -222257.559732 + Penalty 2470.942650 = -219786.617081
  nChanged 45
		SP:Iteration 10Q (41755.180000 sec): 3 clusters
  Score: Raw -222296.105896 + Penalty 2470.942650 = -219825.163246
  nChanged 48
		SP:Iteration 11Q (41755.340000 sec): 3 clusters
  Score: Raw -222330.848369 + Penalty 2470.942650 = -219859.905719
  nChanged 35
		SP:Iteration 12Q (41755.550000 sec): 3 clusters
  Score: Raw -222359.970647 + Penalty 2470.942650 = -219889.027997
  nChanged 43
		SP:Iteration 13Q (41755.670000 sec): 3 clusters
  Score: Raw -222395.344274 + Penalty 2470.942650 = -219924.401624
  nChanged 42
		SP:Iteration 14Q (41755.820000 sec): 3 clusters
  Score: Raw -222430.439383 + Penalty 2470.942650 = -219959.496733
  nChanged 40
		SP:Iteration 15Q (41755.950000 sec): 3 clusters
  Score: Raw -222468.588541 + Penalty 2470.942650 = -219997.645891
  nChanged 40
		SP:Iteration 16Q (41756.100000 sec): 3 clusters
  Score: Raw -222501.300516 + Penalty 2470.942650 = -220030.357866
  nChanged 28
		SP:Iteration 17Q (41756.240000 sec): 3 clusters
  Score: Raw -222525.492889 + Penalty 2470.942650 = -220054.550239
  nChanged 28
		SP:Iteration 18Q (41756.400000 sec): 3 clusters
  Score: Raw -222541.208251 + Penalty 2470.942650 = -220070.265601
  nChanged 15
		SP:Iteration 19Q (41756.570000 sec): 3 clusters
  Score: Raw -222550.997981 + Penalty 2470.942650 = -220080.055331
  nChanged 13
		SP:Iteration 20F (41756.740000 sec): 3 clusters
  Score: Raw -222559.906849 + Penalty 2470.942650 = -220088.964199
  nChanged 12
		SP:Iteration 21Q (41756.900000 sec): 3 clusters
  Score: Raw -222569.240825 + Penalty 2470.942650 = -220098.298175
  nChanged 19
		SP:Iteration 22Q (41757.050000 sec): 3 clusters
  Score: Raw -222581.725198 + Penalty 2470.942650 = -220110.782548
  nChanged 23
		SP:Iteration 23Q (41757.230000 sec): 3 clusters
  Score: Raw -222597.243224 + Penalty 2470.942650 = -220126.300574
  nChanged 19
		SP:Iteration 24Q (41757.420000 sec): 3 clusters
  Score: Raw -222613.038892 + Penalty 2470.942650 = -220142.096242
  nChanged 25
		SP:Iteration 25Q (41757.560000 sec): 3 clusters
  Score: Raw -222636.218031 + Penalty 2470.942650 = -220165.275380
  nChanged 27
		SP:Iteration 26Q (41757.760000 sec): 3 clusters
  Score: Raw -222656.645882 + Penalty 2470.942650 = -220185.703231
  nChanged 23
		SP:Iteration 27Q (41757.900000 sec): 3 clusters
  Score: Raw -222673.148985 + Penalty 2470.942650 = -220202.206335
  nChanged 26
		SP:Iteration 28Q (41758.000000 sec): 3 clusters
  Score: Raw -222697.756049 + Penalty 2470.942650 = -220226.813398
  nChanged 23
		SP:Iteration 29Q (41758.210000 sec): 3 clusters
  Score: Raw -222723.704615 + Penalty 2470.942650 = -220252.761965
  nChanged 24
		SP:Iteration 30Q (41758.380000 sec): 3 clusters
  Score: Raw -222753.823613 + Penalty 2470.942650 = -220282.880963
  nChanged 20
		SP:Iteration 31Q (41758.580000 sec): 3 clusters
  Score: Raw -222775.528796 + Penalty 2470.942650 = -220304.586145
  nChanged 12
		SP:Iteration 32Q (41758.760000 sec): 3 clusters
  Score: Raw -222796.651646 + Penalty 2470.942650 = -220325.708996
  nChanged 18
		SP:Iteration 33Q (41758.930000 sec): 3 clusters
  Score: Raw -222818.120903 + Penalty 2470.942650 = -220347.178253
  nChanged 18
		SP:Iteration 34Q (41759.070000 sec): 3 clusters
  Score: Raw -222831.323605 + Penalty 2470.942650 = -220360.380955
  nChanged 15
		SP:Iteration 35Q (41759.200000 sec): 3 clusters
  Score: Raw -222844.272518 + Penalty 2470.942650 = -220373.329868
  nChanged 14
		SP:Iteration 36Q (41759.350000 sec): 3 clusters
  Score: Raw -222856.560027 + Penalty 2470.942650 = -220385.617377
  nChanged 10
		SP:Iteration 37Q (41759.490000 sec): 3 clusters
  Score: Raw -222867.316572 + Penalty 2470.942650 = -220396.373921
  nChanged 7
		SP:Iteration 38Q (41759.630000 sec): 3 clusters
  Score: Raw -222875.673923 + Penalty 2470.942650 = -220404.731273
  nChanged 8
		SP:Iteration 39Q (41759.790000 sec): 3 clusters
  Score: Raw -222882.837122 + Penalty 2470.942650 = -220411.894472
  nChanged 5
		SP:Iteration 40F (41759.940000 sec): 3 clusters
  Score: Raw -222889.444346 + Penalty 2470.942650 = -220418.501696
  nChanged 7
		SP:Iteration 41Q (41760.100000 sec): 3 clusters
  Score: Raw -222900.498518 + Penalty 2470.942650 = -220429.555868
  nChanged 11
		SP:Iteration 42Q (41760.290000 sec): 3 clusters
  Score: Raw -222920.564827 + Penalty 2470.942650 = -220449.622176
  nChanged 11
		SP:Iteration 43Q (41760.460000 sec): 3 clusters
  Score: Raw -222935.460922 + Penalty 2470.942650 = -220464.518272
  nChanged 6
		SP:Iteration 44Q (41760.660000 sec): 3 clusters
  Score: Raw -222940.719929 + Penalty 2470.942650 = -220469.777279
  nChanged 3
		SP:Iteration 45Q (41760.820000 sec): 3 clusters
  Score: Raw -222943.986541 + Penalty 2470.942650 = -220473.043891
  nChanged 1
		SP:Iteration 46Q (41760.990000 sec): 3 clusters
  Score: Raw -222944.385533 + Penalty 2470.942650 = -220473.442883
  nChanged 2
		SP:Iteration 47Q (41761.160000 sec): 3 clusters
  Score: Raw -222945.241333 + Penalty 2470.942650 = -220474.298683
  nChanged 2
		SP:Iteration 48Q (41761.330000 sec): 3 clusters
  Score: Raw -222945.687615 + Penalty 2470.942650 = -220474.744965
  nChanged 0
		SP:Iteration 49F (41761.490000 sec): 3 clusters
  Score: Raw -222945.687615 + Penalty 2470.942650 = -220474.744965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41761.630000 sec): 2 clusters
  Score: Raw -1102113.883410 + Penalty 1486.625557 = -1100627.257852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41761.830000 sec): 3 clusters
  Score: Raw -1096836.694654 + Penalty 2973.251115 = -1093863.443540
  nChanged 4001
		SP:Iteration 1F (41762.030000 sec): 3 clusters
  Score: Raw -1099026.299523 + Penalty 2973.251115 = -1096053.048408
  nChanged 599
		SP:Iteration 2F (41762.200000 sec): 3 clusters
  Score: Raw -1099302.299306 + Penalty 2973.251115 = -1096329.048192
  nChanged 499
		SP:Iteration 3F (41762.430000 sec): 3 clusters
  Score: Raw -1099560.739503 + Penalty 2973.251115 = -1096587.488388
  nChanged 459
		SP:Iteration 4Q (41762.630000 sec): 3 clusters
  Score: Raw -1099803.620002 + Penalty 2973.251115 = -1096830.368887
  nChanged 420
		SP:Iteration 5Q (41762.860000 sec): 3 clusters
  Score: Raw -1100041.577319 + Penalty 2973.251115 = -1097068.326204
  nChanged 441
		SP:Iteration 6Q (41763.050000 sec): 3 clusters
  Score: Raw -1100321.593528 + Penalty 2973.251115 = -1097348.342414
  nChanged 483
		SP:Iteration 7F (41763.270000 sec): 3 clusters
  Score: Raw -1100643.381351 + Penalty 2973.251115 = -1097670.130236
  nChanged 450
		SP:Iteration 8Q (41763.470000 sec): 3 clusters
  Score: Raw -1100983.206699 + Penalty 2973.251115 = -1098009.955584
  nChanged 442
		SP:Iteration 9Q (41763.650000 sec): 3 clusters
  Score: Raw -1101357.843820 + Penalty 2973.251115 = -1098384.592706
  nChanged 390
		SP:Iteration 10Q (41763.810000 sec): 3 clusters
  Score: Raw -1101662.553537 + Penalty 2973.251115 = -1098689.302422
  nChanged 336
		SP:Iteration 11Q (41764.010000 sec): 3 clusters
  Score: Raw -1101950.510088 + Penalty 2973.251115 = -1098977.258973
  nChanged 290
		SP:Iteration 12Q (41764.220000 sec): 3 clusters
  Score: Raw -1102199.668350 + Penalty 2973.251115 = -1099226.417235
  nChanged 218
		SP:Iteration 13Q (41764.370000 sec): 3 clusters
  Score: Raw -1102378.488075 + Penalty 2973.251115 = -1099405.236961
  nChanged 150
		SP:Iteration 14Q (41764.570000 sec): 3 clusters
  Score: Raw -1102481.946387 + Penalty 2973.251115 = -1099508.695272
  nChanged 105
		SP:Iteration 15Q (41764.780000 sec): 3 clusters
  Score: Raw -1102554.033844 + Penalty 2973.251115 = -1099580.782730
  nChanged 88
		SP:Iteration 16Q (41764.980000 sec): 3 clusters
  Score: Raw -1102612.534901 + Penalty 2973.251115 = -1099639.283786
  nChanged 67
		SP:Iteration 17Q (41765.130000 sec): 3 clusters
  Score: Raw -1102651.267013 + Penalty 2973.251115 = -1099678.015898
  nChanged 55
		SP:Iteration 18Q (41765.320000 sec): 3 clusters
  Score: Raw -1102685.695622 + Penalty 2973.251115 = -1099712.444507
  nChanged 43
		SP:Iteration 19Q (41765.500000 sec): 3 clusters
  Score: Raw -1102706.473402 + Penalty 2973.251115 = -1099733.222288
  nChanged 33
		SP:Iteration 20F (41765.720000 sec): 3 clusters
  Score: Raw -1102721.683294 + Penalty 2973.251115 = -1099748.432179
  nChanged 25
		SP:Iteration 21Q (41765.930000 sec): 3 clusters
  Score: Raw -1102731.767555 + Penalty 2973.251115 = -1099758.516441
  nChanged 12
		SP:Iteration 22Q (41766.110000 sec): 3 clusters
  Score: Raw -1102735.590013 + Penalty 2973.251115 = -1099762.338898
  nChanged 11
		SP:Iteration 23Q (41766.300000 sec): 3 clusters
  Score: Raw -1102738.738600 + Penalty 2973.251115 = -1099765.487485
  nChanged 11
		SP:Iteration 24Q (41766.520000 sec): 3 clusters
  Score: Raw -1102744.770932 + Penalty 2973.251115 = -1099771.519818
  nChanged 10
		SP:Iteration 25Q (41766.740000 sec): 3 clusters
  Score: Raw -1102747.577878 + Penalty 2973.251115 = -1099774.326763
  nChanged 5
		SP:Iteration 26Q (41766.920000 sec): 3 clusters
  Score: Raw -1102749.086140 + Penalty 2973.251115 = -1099775.835025
  nChanged 3
		SP:Iteration 27Q (41767.100000 sec): 3 clusters
  Score: Raw -1102750.458929 + Penalty 2973.251115 = -1099777.207814
  nChanged 4
		SP:Iteration 28Q (41767.320000 sec): 3 clusters
  Score: Raw -1102752.659597 + Penalty 2973.251115 = -1099779.408482
  nChanged 7
		SP:Iteration 29Q (41767.520000 sec): 3 clusters
  Score: Raw -1102755.683266 + Penalty 2973.251115 = -1099782.432151
  nChanged 8
		SP:Iteration 30Q (41767.730000 sec): 3 clusters
  Score: Raw -1102760.600596 + Penalty 2973.251115 = -1099787.349481
  nChanged 15
		SP:Iteration 31Q (41767.930000 sec): 3 clusters
  Score: Raw -1102765.831785 + Penalty 2973.251115 = -1099792.580670
  nChanged 9
		SP:Iteration 32Q (41768.130000 sec): 3 clusters
  Score: Raw -1102769.980406 + Penalty 2973.251115 = -1099796.729291
  nChanged 9
		SP:Iteration 33Q (41768.340000 sec): 3 clusters
  Score: Raw -1102774.678553 + Penalty 2973.251115 = -1099801.427438
  nChanged 8
		SP:Iteration 34Q (41768.540000 sec): 3 clusters
  Score: Raw -1102776.886858 + Penalty 2973.251115 = -1099803.635743
  nChanged 5
		SP:Iteration 35Q (41768.760000 sec): 3 clusters
  Score: Raw -1102778.914403 + Penalty 2973.251115 = -1099805.663289
  nChanged 10
		SP:Iteration 36Q (41768.950000 sec): 3 clusters
  Score: Raw -1102783.660738 + Penalty 2973.251115 = -1099810.409623
  nChanged 10
		SP:Iteration 37Q (41769.150000 sec): 3 clusters
  Score: Raw -1102787.969816 + Penalty 2973.251115 = -1099814.718702
  nChanged 8
		SP:Iteration 38Q (41769.340000 sec): 3 clusters
  Score: Raw -1102793.765456 + Penalty 2973.251115 = -1099820.514341
  nChanged 17
		SP:Iteration 39Q (41769.530000 sec): 3 clusters
  Score: Raw -1102805.591731 + Penalty 2973.251115 = -1099832.340616
  nChanged 13
		SP:Iteration 40F (41769.720000 sec): 3 clusters
  Score: Raw -1102814.189380 + Penalty 2973.251115 = -1099840.938266
  nChanged 14
		SP:Iteration 41Q (41769.920000 sec): 3 clusters
  Score: Raw -1102823.655745 + Penalty 2973.251115 = -1099850.404630
  nChanged 17
		SP:Iteration 42Q (41770.110000 sec): 3 clusters
  Score: Raw -1102835.716362 + Penalty 2973.251115 = -1099862.465247
  nChanged 15
		SP:Iteration 43Q (41770.300000 sec): 3 clusters
  Score: Raw -1102843.178288 + Penalty 2973.251115 = -1099869.927174
  nChanged 6
		SP:Iteration 44Q (41770.500000 sec): 3 clusters
  Score: Raw -1102845.933326 + Penalty 2973.251115 = -1099872.682211
  nChanged 5
		SP:Iteration 45Q (41770.690000 sec): 3 clusters
  Score: Raw -1102847.698286 + Penalty 2973.251115 = -1099874.447172
  nChanged 2
		SP:Iteration 46Q (41770.910000 sec): 3 clusters
  Score: Raw -1102848.577979 + Penalty 2973.251115 = -1099875.326864
  nChanged 3
		SP:Iteration 47Q (41771.110000 sec): 3 clusters
  Score: Raw -1102849.274899 + Penalty 2973.251115 = -1099876.023784
  nChanged 1
		SP:Iteration 48Q (41771.330000 sec): 3 clusters
  Score: Raw -1102849.959870 + Penalty 2973.251115 = -1099876.708756
  nChanged 1
		SP:Iteration 49Q (41771.490000 sec): 3 clusters
  Score: Raw -1102850.243834 + Penalty 2973.251115 = -1099876.992720
  nChanged 0
		SP:Iteration 50F (41771.730000 sec): 3 clusters
  Score: Raw -1102850.243834 + Penalty 2973.251115 = -1099876.992720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41771.820000 sec): 2 clusters
  Score: Raw -375956.495035 + Penalty 1308.911536 = -374647.583499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41772.010000 sec): 3 clusters
  Score: Raw -374437.095523 + Penalty 2617.823072 = -371819.272451
  nChanged 1239
		SP:Iteration 1F (41772.180000 sec): 3 clusters
  Score: Raw -375172.097945 + Penalty 2617.823072 = -372554.274873
  nChanged 220
		SP:Iteration 2F (41772.330000 sec): 3 clusters
  Score: Raw -375313.455916 + Penalty 2617.823072 = -372695.632844
  nChanged 169
		SP:Iteration 3F (41772.500000 sec): 3 clusters
  Score: Raw -375410.892428 + Penalty 2617.823072 = -372793.069356
  nChanged 115
		SP:Iteration 4Q (41772.680000 sec): 3 clusters
  Score: Raw -375483.372381 + Penalty 2617.823072 = -372865.549309
  nChanged 110
		SP:Iteration 5Q (41772.820000 sec): 3 clusters
  Score: Raw -375545.541283 + Penalty 2617.823072 = -372927.718211
  nChanged 104
		SP:Iteration 6Q (41772.960000 sec): 3 clusters
  Score: Raw -375593.217277 + Penalty 2617.823072 = -372975.394205
  nChanged 71
		SP:Iteration 7Q (41773.160000 sec): 3 clusters
  Score: Raw -375625.482549 + Penalty 2617.823072 = -373007.659477
  nChanged 62
		SP:Iteration 8Q (41773.320000 sec): 3 clusters
  Score: Raw -375653.768231 + Penalty 2617.823072 = -373035.945159
  nChanged 45
		SP:Iteration 9Q (41773.520000 sec): 3 clusters
  Score: Raw -375678.347323 + Penalty 2617.823072 = -373060.524251
  nChanged 62
		SP:Iteration 10Q (41773.670000 sec): 3 clusters
  Score: Raw -375707.509719 + Penalty 2617.823072 = -373089.686648
  nChanged 62
		SP:Iteration 11Q (41773.830000 sec): 3 clusters
  Score: Raw -375740.031549 + Penalty 2617.823072 = -373122.208477
  nChanged 63
		SP:Iteration 12Q (41774.000000 sec): 3 clusters
  Score: Raw -375769.114736 + Penalty 2617.823072 = -373151.291665
  nChanged 78
		SP:Iteration 13Q (41774.180000 sec): 3 clusters
  Score: Raw -375808.570945 + Penalty 2617.823072 = -373190.747873
  nChanged 60
		SP:Iteration 14Q (41774.340000 sec): 3 clusters
  Score: Raw -375839.156262 + Penalty 2617.823072 = -373221.333190
  nChanged 53
		SP:Iteration 15Q (41774.510000 sec): 3 clusters
  Score: Raw -375858.738298 + Penalty 2617.823072 = -373240.915227
  nChanged 35
		SP:Iteration 16Q (41774.690000 sec): 3 clusters
  Score: Raw -375873.728939 + Penalty 2617.823072 = -373255.905867
  nChanged 27
		SP:Iteration 17Q (41774.840000 sec): 3 clusters
  Score: Raw -375884.428107 + Penalty 2617.823072 = -373266.605035
  nChanged 23
		SP:Iteration 18Q (41775.040000 sec): 3 clusters
  Score: Raw -375890.856884 + Penalty 2617.823072 = -373273.033813
  nChanged 17
		SP:Iteration 19Q (41775.180000 sec): 3 clusters
  Score: Raw -375898.292684 + Penalty 2617.823072 = -373280.469612
  nChanged 27
		SP:Iteration 20F (41775.370000 sec): 3 clusters
  Score: Raw -375911.147171 + Penalty 2617.823072 = -373293.324100
  nChanged 28
		SP:Iteration 21Q (41775.540000 sec): 3 clusters
  Score: Raw -375921.797931 + Penalty 2617.823072 = -373303.974860
  nChanged 20
		SP:Iteration 22Q (41775.690000 sec): 3 clusters
  Score: Raw -375930.604394 + Penalty 2617.823072 = -373312.781322
  nChanged 22
		SP:Iteration 23Q (41775.880000 sec): 3 clusters
  Score: Raw -375940.055325 + Penalty 2617.823072 = -373322.232254
  nChanged 18
		SP:Iteration 24Q (41776.090000 sec): 3 clusters
  Score: Raw -375946.933444 + Penalty 2617.823072 = -373329.110372
  nChanged 22
		SP:Iteration 25Q (41776.280000 sec): 3 clusters
  Score: Raw -375953.826170 + Penalty 2617.823072 = -373336.003098
  nChanged 13
		SP:Iteration 26Q (41776.470000 sec): 3 clusters
  Score: Raw -375957.590842 + Penalty 2617.823072 = -373339.767770
  nChanged 11
		SP:Iteration 27Q (41776.660000 sec): 3 clusters
  Score: Raw -375959.700745 + Penalty 2617.823072 = -373341.877673
  nChanged 5
		SP:Iteration 28Q (41776.860000 sec): 3 clusters
  Score: Raw -375961.141331 + Penalty 2617.823072 = -373343.318259
  nChanged 5
		SP:Iteration 29Q (41777.000000 sec): 3 clusters
  Score: Raw -375962.596907 + Penalty 2617.823072 = -373344.773836
  nChanged 9
		SP:Iteration 30Q (41777.230000 sec): 3 clusters
  Score: Raw -375965.539260 + Penalty 2617.823072 = -373347.716188
  nChanged 4
		SP:Iteration 31Q (41777.370000 sec): 3 clusters
  Score: Raw -375966.190586 + Penalty 2617.823072 = -373348.367514
  nChanged 2
		SP:Iteration 32Q (41777.570000 sec): 3 clusters
  Score: Raw -375966.623255 + Penalty 2617.823072 = -373348.800183
  nChanged 2
		SP:Iteration 33Q (41777.730000 sec): 3 clusters
  Score: Raw -375967.398781 + Penalty 2617.823072 = -373349.575709
  nChanged 4
		SP:Iteration 34Q (41777.940000 sec): 3 clusters
  Score: Raw -375968.762247 + Penalty 2617.823072 = -373350.939175
  nChanged 5
		SP:Iteration 35Q (41778.100000 sec): 3 clusters
  Score: Raw -375970.775611 + Penalty 2617.823072 = -373352.952539
  nChanged 2
		SP:Iteration 36Q (41778.250000 sec): 3 clusters
  Score: Raw -375971.046359 + Penalty 2617.823072 = -373353.223287
  nChanged 0
		SP:Iteration 37F (41778.410000 sec): 3 clusters
  Score: Raw -375971.046359 + Penalty 2617.823072 = -373353.223287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41778.560000 sec): 2 clusters
  Score: Raw -1249215.865340 + Penalty 1505.180325 = -1247710.685016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41778.740000 sec): 3 clusters
  Score: Raw -1243148.436149 + Penalty 3010.360649 = -1240138.075500
  nChanged 4634
		SP:Iteration 1F (41778.940000 sec): 3 clusters
  Score: Raw -1245796.841905 + Penalty 3010.360649 = -1242786.481256
  nChanged 762
		SP:Iteration 2F (41779.130000 sec): 3 clusters
  Score: Raw -1246244.474325 + Penalty 3010.360649 = -1243234.113676
  nChanged 737
		SP:Iteration 3F (41779.360000 sec): 3 clusters
  Score: Raw -1246701.631343 + Penalty 3010.360649 = -1243691.270694
  nChanged 696
		SP:Iteration 4F (41779.550000 sec): 3 clusters
  Score: Raw -1247139.002887 + Penalty 3010.360649 = -1244128.642238
  nChanged 643
		SP:Iteration 5F (41779.800000 sec): 3 clusters
  Score: Raw -1247548.091807 + Penalty 3010.360649 = -1244537.731158
  nChanged 555
		SP:Iteration 6F (41780.030000 sec): 3 clusters
  Score: Raw -1247877.715509 + Penalty 3010.360649 = -1244867.354860
  nChanged 456
		SP:Iteration 7Q (41780.210000 sec): 3 clusters
  Score: Raw -1248138.639938 + Penalty 3010.360649 = -1245128.279289
  nChanged 376
		SP:Iteration 8Q (41780.460000 sec): 3 clusters
  Score: Raw -1248320.030186 + Penalty 3010.360649 = -1245309.669537
  nChanged 257
		SP:Iteration 9Q (41780.650000 sec): 3 clusters
  Score: Raw -1248436.967943 + Penalty 3010.360649 = -1245426.607293
  nChanged 220
		SP:Iteration 10Q (41780.850000 sec): 3 clusters
  Score: Raw -1248535.441840 + Penalty 3010.360649 = -1245525.081191
  nChanged 201
		SP:Iteration 11Q (41781.060000 sec): 3 clusters
  Score: Raw -1248620.262722 + Penalty 3010.360649 = -1245609.902073
  nChanged 171
		SP:Iteration 12Q (41781.270000 sec): 3 clusters
  Score: Raw -1248695.133270 + Penalty 3010.360649 = -1245684.772621
  nChanged 166
		SP:Iteration 13Q (41781.480000 sec): 3 clusters
  Score: Raw -1248781.114108 + Penalty 3010.360649 = -1245770.753459
  nChanged 160
		SP:Iteration 14Q (41781.690000 sec): 3 clusters
  Score: Raw -1248865.385835 + Penalty 3010.360649 = -1245855.025186
  nChanged 142
		SP:Iteration 15Q (41781.920000 sec): 3 clusters
  Score: Raw -1248944.932386 + Penalty 3010.360649 = -1245934.571736
  nChanged 133
		SP:Iteration 16Q (41782.140000 sec): 3 clusters
  Score: Raw -1249022.635207 + Penalty 3010.360649 = -1246012.274557
  nChanged 106
		SP:Iteration 17Q (41782.360000 sec): 3 clusters
  Score: Raw -1249081.621834 + Penalty 3010.360649 = -1246071.261184
  nChanged 76
		SP:Iteration 18Q (41782.540000 sec): 3 clusters
  Score: Raw -1249129.699766 + Penalty 3010.360649 = -1246119.339117
  nChanged 79
		SP:Iteration 19Q (41782.720000 sec): 3 clusters
  Score: Raw -1249178.005193 + Penalty 3010.360649 = -1246167.644544
  nChanged 67
		SP:Iteration 20F (41782.950000 sec): 3 clusters
  Score: Raw -1249217.629910 + Penalty 3010.360649 = -1246207.269260
  nChanged 55
		SP:Iteration 21Q (41783.160000 sec): 3 clusters
  Score: Raw -1249245.064269 + Penalty 3010.360649 = -1246234.703620
  nChanged 46
		SP:Iteration 22Q (41783.350000 sec): 3 clusters
  Score: Raw -1249266.938606 + Penalty 3010.360649 = -1246256.577957
  nChanged 34
		SP:Iteration 23Q (41783.580000 sec): 3 clusters
  Score: Raw -1249289.612117 + Penalty 3010.360649 = -1246279.251468
  nChanged 38
		SP:Iteration 24Q (41783.790000 sec): 3 clusters
  Score: Raw -1249308.745771 + Penalty 3010.360649 = -1246298.385122
  nChanged 27
		SP:Iteration 25Q (41783.990000 sec): 3 clusters
  Score: Raw -1249323.425281 + Penalty 3010.360649 = -1246313.064631
  nChanged 29
		SP:Iteration 26Q (41784.160000 sec): 3 clusters
  Score: Raw -1249339.339044 + Penalty 3010.360649 = -1246328.978394
  nChanged 22
		SP:Iteration 27Q (41784.360000 sec): 3 clusters
  Score: Raw -1249349.979250 + Penalty 3010.360649 = -1246339.618600
  nChanged 15
		SP:Iteration 28Q (41784.590000 sec): 3 clusters
  Score: Raw -1249358.156896 + Penalty 3010.360649 = -1246347.796246
  nChanged 16
		SP:Iteration 29Q (41784.790000 sec): 3 clusters
  Score: Raw -1249367.107081 + Penalty 3010.360649 = -1246356.746431
  nChanged 14
		SP:Iteration 30Q (41785.000000 sec): 3 clusters
  Score: Raw -1249373.052990 + Penalty 3010.360649 = -1246362.692341
  nChanged 9
		SP:Iteration 31Q (41785.200000 sec): 3 clusters
  Score: Raw -1249380.108195 + Penalty 3010.360649 = -1246369.747546
  nChanged 13
		SP:Iteration 32Q (41785.410000 sec): 3 clusters
  Score: Raw -1249390.701146 + Penalty 3010.360649 = -1246380.340496
  nChanged 17
		SP:Iteration 33Q (41785.620000 sec): 3 clusters
  Score: Raw -1249400.273453 + Penalty 3010.360649 = -1246389.912804
  nChanged 14
		SP:Iteration 34Q (41785.810000 sec): 3 clusters
  Score: Raw -1249409.759919 + Penalty 3010.360649 = -1246399.399270
  nChanged 19
		SP:Iteration 35Q (41785.990000 sec): 3 clusters
  Score: Raw -1249423.810577 + Penalty 3010.360649 = -1246413.449928
  nChanged 12
		SP:Iteration 36Q (41786.200000 sec): 3 clusters
  Score: Raw -1249432.144370 + Penalty 3010.360649 = -1246421.783720
  nChanged 14
		SP:Iteration 37Q (41786.360000 sec): 3 clusters
  Score: Raw -1249441.272525 + Penalty 3010.360649 = -1246430.911876
  nChanged 9
		SP:Iteration 38Q (41786.610000 sec): 3 clusters
  Score: Raw -1249447.200990 + Penalty 3010.360649 = -1246436.840341
  nChanged 9
		SP:Iteration 39Q (41786.780000 sec): 3 clusters
  Score: Raw -1249452.208558 + Penalty 3010.360649 = -1246441.847909
  nChanged 11
		SP:Iteration 40F (41787.010000 sec): 3 clusters
  Score: Raw -1249460.551270 + Penalty 3010.360649 = -1246450.190621
  nChanged 12
		SP:Iteration 41Q (41787.190000 sec): 3 clusters
  Score: Raw -1249469.793396 + Penalty 3010.360649 = -1246459.432747
  nChanged 12
		SP:Iteration 42Q (41787.410000 sec): 3 clusters
  Score: Raw -1249479.146084 + Penalty 3010.360649 = -1246468.785434
  nChanged 12
		SP:Iteration 43Q (41787.610000 sec): 3 clusters
  Score: Raw -1249492.249929 + Penalty 3010.360649 = -1246481.889280
  nChanged 11
		SP:Iteration 44Q (41787.830000 sec): 3 clusters
  Score: Raw -1249502.089716 + Penalty 3010.360649 = -1246491.729066
  nChanged 16
		SP:Iteration 45Q (41788.020000 sec): 3 clusters
  Score: Raw -1249513.732219 + Penalty 3010.360649 = -1246503.371570
  nChanged 9
		SP:Iteration 46Q (41788.270000 sec): 3 clusters
  Score: Raw -1249519.622480 + Penalty 3010.360649 = -1246509.261831
  nChanged 8
		SP:Iteration 47Q (41788.470000 sec): 3 clusters
  Score: Raw -1249524.475095 + Penalty 3010.360649 = -1246514.114446
  nChanged 6
		SP:Iteration 48Q (41788.690000 sec): 3 clusters
  Score: Raw -1249527.475322 + Penalty 3010.360649 = -1246517.114673
  nChanged 6
		SP:Iteration 49Q (41788.910000 sec): 3 clusters
  Score: Raw -1249532.544434 + Penalty 3010.360649 = -1246522.183785
  nChanged 6
		SP:Iteration 50Q (41789.120000 sec): 3 clusters
  Score: Raw -1249537.353630 + Penalty 3010.360649 = -1246526.992980
  nChanged 5
		SP:Iteration 51Q (41789.330000 sec): 3 clusters
  Score: Raw -1249541.579471 + Penalty 3010.360649 = -1246531.218821
  nChanged 5
		SP:Iteration 52Q (41789.510000 sec): 3 clusters
  Score: Raw -1249547.374822 + Penalty 3010.360649 = -1246537.014173
  nChanged 11
		SP:Iteration 53Q (41789.750000 sec): 3 clusters
  Score: Raw -1249560.848190 + Penalty 3010.360649 = -1246550.487540
  nChanged 16
		SP:Iteration 54Q (41789.970000 sec): 3 clusters
  Score: Raw -1249572.077929 + Penalty 3010.360649 = -1246561.717280
  nChanged 7
		SP:Iteration 55Q (41790.190000 sec): 3 clusters
  Score: Raw -1249577.932322 + Penalty 3010.360649 = -1246567.571672
  nChanged 10
		SP:Iteration 56Q (41790.410000 sec): 3 clusters
  Score: Raw -1249585.169720 + Penalty 3010.360649 = -1246574.809070
  nChanged 10
		SP:Iteration 57Q (41790.620000 sec): 3 clusters
  Score: Raw -1249591.091825 + Penalty 3010.360649 = -1246580.731176
  nChanged 8
		SP:Iteration 58Q (41790.820000 sec): 3 clusters
  Score: Raw -1249596.125183 + Penalty 3010.360649 = -1246585.764534
  nChanged 5
		SP:Iteration 59Q (41791.070000 sec): 3 clusters
  Score: Raw -1249599.168051 + Penalty 3010.360649 = -1246588.807402
  nChanged 8
		SP:Iteration 60F (41791.280000 sec): 3 clusters
  Score: Raw -1249602.506476 + Penalty 3010.360649 = -1246592.145827
  nChanged 5
		SP:Iteration 61Q (41791.460000 sec): 3 clusters
  Score: Raw -1249605.091525 + Penalty 3010.360649 = -1246594.730876
  nChanged 8
		SP:Iteration 62Q (41791.680000 sec): 3 clusters
  Score: Raw -1249610.422551 + Penalty 3010.360649 = -1246600.061902
  nChanged 8
		SP:Iteration 63Q (41791.870000 sec): 3 clusters
  Score: Raw -1249614.729495 + Penalty 3010.360649 = -1246604.368846
  nChanged 7
		SP:Iteration 64Q (41792.070000 sec): 3 clusters
  Score: Raw -1249619.629522 + Penalty 3010.360649 = -1246609.268873
  nChanged 11
		SP:Iteration 65Q (41792.270000 sec): 3 clusters
  Score: Raw -1249625.409886 + Penalty 3010.360649 = -1246615.049236
  nChanged 5
		SP:Iteration 66Q (41792.520000 sec): 3 clusters
  Score: Raw -1249627.213216 + Penalty 3010.360649 = -1246616.852567
  nChanged 7
		SP:Iteration 67Q (41792.710000 sec): 3 clusters
  Score: Raw -1249631.942385 + Penalty 3010.360649 = -1246621.581735
  nChanged 8
		SP:Iteration 68Q (41792.890000 sec): 3 clusters
  Score: Raw -1249637.600996 + Penalty 3010.360649 = -1246627.240347
  nChanged 7
		SP:Iteration 69Q (41793.120000 sec): 3 clusters
  Score: Raw -1249643.533228 + Penalty 3010.360649 = -1246633.172579
  nChanged 9
		SP:Iteration 70Q (41793.320000 sec): 3 clusters
  Score: Raw -1249646.906529 + Penalty 3010.360649 = -1246636.545880
  nChanged 1
		SP:Iteration 71Q (41793.500000 sec): 3 clusters
  Score: Raw -1249647.529975 + Penalty 3010.360649 = -1246637.169325
  nChanged 0
		SP:Iteration 72F (41793.710000 sec): 3 clusters
  Score: Raw -1249647.529975 + Penalty 3010.360649 = -1246637.169325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41793.810000 sec): 2 clusters
  Score: Raw -414744.366978 + Penalty 1326.130637 = -413418.236341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41793.980000 sec): 3 clusters
  Score: Raw -413070.592237 + Penalty 2652.261274 = -410418.330963
  nChanged 1345
		SP:Iteration 1F (41794.150000 sec): 3 clusters
  Score: Raw -413878.155802 + Penalty 2652.261274 = -411225.894527
  nChanged 256
		SP:Iteration 2F (41794.330000 sec): 3 clusters
  Score: Raw -414026.027655 + Penalty 2652.261274 = -411373.766381
  nChanged 199
		SP:Iteration 3F (41794.510000 sec): 3 clusters
  Score: Raw -414142.069467 + Penalty 2652.261274 = -411489.808192
  nChanged 128
		SP:Iteration 4Q (41794.720000 sec): 3 clusters
  Score: Raw -414203.454389 + Penalty 2652.261274 = -411551.193115
  nChanged 90
		SP:Iteration 5Q (41794.880000 sec): 3 clusters
  Score: Raw -414244.169509 + Penalty 2652.261274 = -411591.908235
  nChanged 84
		SP:Iteration 6Q (41795.010000 sec): 3 clusters
  Score: Raw -414292.366889 + Penalty 2652.261274 = -411640.105615
  nChanged 88
		SP:Iteration 7Q (41795.210000 sec): 3 clusters
  Score: Raw -414341.513501 + Penalty 2652.261274 = -411689.252227
  nChanged 88
		SP:Iteration 8Q (41795.360000 sec): 3 clusters
  Score: Raw -414389.993224 + Penalty 2652.261274 = -411737.731949
  nChanged 91
		SP:Iteration 9Q (41795.540000 sec): 3 clusters
  Score: Raw -414446.143360 + Penalty 2652.261274 = -411793.882085
  nChanged 87
		SP:Iteration 10Q (41795.760000 sec): 3 clusters
  Score: Raw -414489.421256 + Penalty 2652.261274 = -411837.159981
  nChanged 70
		SP:Iteration 11Q (41795.870000 sec): 3 clusters
  Score: Raw -414522.029696 + Penalty 2652.261274 = -411869.768422
  nChanged 61
		SP:Iteration 12Q (41796.000000 sec): 3 clusters
  Score: Raw -414546.532888 + Penalty 2652.261274 = -411894.271613
  nChanged 51
		SP:Iteration 13Q (41796.200000 sec): 3 clusters
  Score: Raw -414569.578742 + Penalty 2652.261274 = -411917.317468
  nChanged 49
		SP:Iteration 14Q (41796.360000 sec): 3 clusters
  Score: Raw -414596.494419 + Penalty 2652.261274 = -411944.233145
  nChanged 61
		SP:Iteration 15Q (41796.500000 sec): 3 clusters
  Score: Raw -414631.704398 + Penalty 2652.261274 = -411979.443124
  nChanged 50
		SP:Iteration 16Q (41796.680000 sec): 3 clusters
  Score: Raw -414656.493967 + Penalty 2652.261274 = -412004.232693
  nChanged 49
		SP:Iteration 17Q (41796.830000 sec): 3 clusters
  Score: Raw -414679.564888 + Penalty 2652.261274 = -412027.303614
  nChanged 44
		SP:Iteration 18Q (41797.010000 sec): 3 clusters
  Score: Raw -414701.290043 + Penalty 2652.261274 = -412049.028769
  nChanged 42
		SP:Iteration 19Q (41797.190000 sec): 3 clusters
  Score: Raw -414723.410724 + Penalty 2652.261274 = -412071.149450
  nChanged 42
		SP:Iteration 20F (41797.340000 sec): 3 clusters
  Score: Raw -414747.083087 + Penalty 2652.261274 = -412094.821813
  nChanged 37
		SP:Iteration 21Q (41797.550000 sec): 3 clusters
  Score: Raw -414768.251120 + Penalty 2652.261274 = -412115.989845
  nChanged 26
		SP:Iteration 22Q (41797.680000 sec): 3 clusters
  Score: Raw -414785.071525 + Penalty 2652.261274 = -412132.810251
  nChanged 20
		SP:Iteration 23Q (41797.850000 sec): 3 clusters
  Score: Raw -414797.919383 + Penalty 2652.261274 = -412145.658109
  nChanged 18
		SP:Iteration 24Q (41798.010000 sec): 3 clusters
  Score: Raw -414808.871326 + Penalty 2652.261274 = -412156.610052
  nChanged 19
		SP:Iteration 25Q (41798.200000 sec): 3 clusters
  Score: Raw -414819.385324 + Penalty 2652.261274 = -412167.124049
  nChanged 18
		SP:Iteration 26Q (41798.340000 sec): 3 clusters
  Score: Raw -414831.313013 + Penalty 2652.261274 = -412179.051738
  nChanged 18
		SP:Iteration 27Q (41798.480000 sec): 3 clusters
  Score: Raw -414842.350435 + Penalty 2652.261274 = -412190.089160
  nChanged 19
		SP:Iteration 28Q (41798.640000 sec): 3 clusters
  Score: Raw -414856.784586 + Penalty 2652.261274 = -412204.523311
  nChanged 17
		SP:Iteration 29Q (41798.820000 sec): 3 clusters
  Score: Raw -414869.274105 + Penalty 2652.261274 = -412217.012831
  nChanged 19
		SP:Iteration 30Q (41798.970000 sec): 3 clusters
  Score: Raw -414881.438103 + Penalty 2652.261274 = -412229.176829
  nChanged 16
		SP:Iteration 31Q (41799.120000 sec): 3 clusters
  Score: Raw -414893.417875 + Penalty 2652.261274 = -412241.156601
  nChanged 14
		SP:Iteration 32Q (41799.250000 sec): 3 clusters
  Score: Raw -414903.099468 + Penalty 2652.261274 = -412250.838194
  nChanged 14
		SP:Iteration 33Q (41799.420000 sec): 3 clusters
  Score: Raw -414911.460771 + Penalty 2652.261274 = -412259.199497
  nChanged 9
		SP:Iteration 34Q (41799.580000 sec): 3 clusters
  Score: Raw -414917.401811 + Penalty 2652.261274 = -412265.140537
  nChanged 12
		SP:Iteration 35Q (41799.730000 sec): 3 clusters
  Score: Raw -414925.375645 + Penalty 2652.261274 = -412273.114370
  nChanged 7
		SP:Iteration 36Q (41799.900000 sec): 3 clusters
  Score: Raw -414928.878215 + Penalty 2652.261274 = -412276.616941
  nChanged 5
		SP:Iteration 37Q (41800.070000 sec): 3 clusters
  Score: Raw -414931.974169 + Penalty 2652.261274 = -412279.712895
  nChanged 5
		SP:Iteration 38Q (41800.270000 sec): 3 clusters
  Score: Raw -414934.946085 + Penalty 2652.261274 = -412282.684811
  nChanged 4
		SP:Iteration 39Q (41800.430000 sec): 3 clusters
  Score: Raw -414937.313432 + Penalty 2652.261274 = -412285.052158
  nChanged 4
		SP:Iteration 40F (41800.580000 sec): 3 clusters
  Score: Raw -414939.125886 + Penalty 2652.261274 = -412286.864612
  nChanged 2
		SP:Iteration 41Q (41800.780000 sec): 3 clusters
  Score: Raw -414939.551091 + Penalty 2652.261274 = -412287.289817
  nChanged 1
		SP:Iteration 42Q (41800.890000 sec): 3 clusters
  Score: Raw -414939.669320 + Penalty 2652.261274 = -412287.408046
  nChanged 0
		SP:Iteration 43F (41801.080000 sec): 3 clusters
  Score: Raw -414939.669320 + Penalty 2652.261274 = -412287.408046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41801.190000 sec): 2 clusters
  Score: Raw -1526070.317672 + Penalty 1536.260993 = -1524534.056679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41801.410000 sec): 3 clusters
  Score: Raw -1518706.841152 + Penalty 3072.521987 = -1515634.319166
  nChanged 5581
		SP:Iteration 1F (41801.620000 sec): 3 clusters
  Score: Raw -1521599.799869 + Penalty 3072.521987 = -1518527.277882
  nChanged 713
		SP:Iteration 2F (41801.810000 sec): 3 clusters
  Score: Raw -1521850.496616 + Penalty 3072.521987 = -1518777.974629
  nChanged 585
		SP:Iteration 3Q (41802.020000 sec): 3 clusters
  Score: Raw -1522057.955313 + Penalty 3072.521987 = -1518985.433326
  nChanged 535
		SP:Iteration 4Q (41802.230000 sec): 3 clusters
  Score: Raw -1522256.968447 + Penalty 3072.521987 = -1519184.446461
  nChanged 537
		SP:Iteration 5Q (41802.470000 sec): 3 clusters
  Score: Raw -1522500.748385 + Penalty 3072.521987 = -1519428.226399
  nChanged 575
		SP:Iteration 6Q (41802.700000 sec): 3 clusters
  Score: Raw -1522793.627960 + Penalty 3072.521987 = -1519721.105974
  nChanged 577
		SP:Iteration 7Q (41802.900000 sec): 3 clusters
  Score: Raw -1523135.311374 + Penalty 3072.521987 = -1520062.789388
  nChanged 604
		SP:Iteration 8Q (41803.110000 sec): 3 clusters
  Score: Raw -1523547.774174 + Penalty 3072.521987 = -1520475.252188
  nChanged 606
		SP:Iteration 9Q (41803.320000 sec): 3 clusters
  Score: Raw -1524021.078533 + Penalty 3072.521987 = -1520948.556547
  nChanged 587
		SP:Iteration 10Q (41803.540000 sec): 3 clusters
  Score: Raw -1524481.934472 + Penalty 3072.521987 = -1521409.412485
  nChanged 514
		SP:Iteration 11Q (41803.770000 sec): 3 clusters
  Score: Raw -1524867.491977 + Penalty 3072.521987 = -1521794.969990
  nChanged 430
		SP:Iteration 12Q (41804.000000 sec): 3 clusters
  Score: Raw -1525177.348185 + Penalty 3072.521987 = -1522104.826199
  nChanged 350
		SP:Iteration 13Q (41804.220000 sec): 3 clusters
  Score: Raw -1525404.511903 + Penalty 3072.521987 = -1522331.989917
  nChanged 274
		SP:Iteration 14Q (41804.450000 sec): 3 clusters
  Score: Raw -1525581.719799 + Penalty 3072.521987 = -1522509.197813
  nChanged 236
		SP:Iteration 15Q (41804.680000 sec): 3 clusters
  Score: Raw -1525729.699293 + Penalty 3072.521987 = -1522657.177306
  nChanged 196
		SP:Iteration 16Q (41804.880000 sec): 3 clusters
  Score: Raw -1525852.045560 + Penalty 3072.521987 = -1522779.523573
  nChanged 162
		SP:Iteration 17Q (41805.080000 sec): 3 clusters
  Score: Raw -1525951.408726 + Penalty 3072.521987 = -1522878.886739
  nChanged 147
		SP:Iteration 18Q (41805.290000 sec): 3 clusters
  Score: Raw -1526042.706499 + Penalty 3072.521987 = -1522970.184513
  nChanged 133
		SP:Iteration 19Q (41805.470000 sec): 3 clusters
  Score: Raw -1526110.709325 + Penalty 3072.521987 = -1523038.187338
  nChanged 102
		SP:Iteration 20F (41805.710000 sec): 3 clusters
  Score: Raw -1526157.809333 + Penalty 3072.521987 = -1523085.287347
  nChanged 90
		SP:Iteration 21Q (41805.890000 sec): 3 clusters
  Score: Raw -1526198.179415 + Penalty 3072.521987 = -1523125.657429
  nChanged 70
		SP:Iteration 22Q (41806.100000 sec): 3 clusters
  Score: Raw -1526226.741975 + Penalty 3072.521987 = -1523154.219988
  nChanged 54
		SP:Iteration 23Q (41806.330000 sec): 3 clusters
  Score: Raw -1526250.610835 + Penalty 3072.521987 = -1523178.088849
  nChanged 41
		SP:Iteration 24Q (41806.570000 sec): 3 clusters
  Score: Raw -1526270.749864 + Penalty 3072.521987 = -1523198.227878
  nChanged 42
		SP:Iteration 25Q (41806.770000 sec): 3 clusters
  Score: Raw -1526285.828363 + Penalty 3072.521987 = -1523213.306377
  nChanged 36
		SP:Iteration 26Q (41807.020000 sec): 3 clusters
  Score: Raw -1526298.275968 + Penalty 3072.521987 = -1523225.753981
  nChanged 23
		SP:Iteration 27Q (41807.250000 sec): 3 clusters
  Score: Raw -1526304.046790 + Penalty 3072.521987 = -1523231.524804
  nChanged 14
		SP:Iteration 28Q (41807.470000 sec): 3 clusters
  Score: Raw -1526309.026028 + Penalty 3072.521987 = -1523236.504041
  nChanged 11
		SP:Iteration 29Q (41807.710000 sec): 3 clusters
  Score: Raw -1526312.695001 + Penalty 3072.521987 = -1523240.173015
  nChanged 8
		SP:Iteration 30Q (41807.900000 sec): 3 clusters
  Score: Raw -1526315.394808 + Penalty 3072.521987 = -1523242.872821
  nChanged 10
		SP:Iteration 31Q (41808.090000 sec): 3 clusters
  Score: Raw -1526317.226095 + Penalty 3072.521987 = -1523244.704108
  nChanged 5
		SP:Iteration 32Q (41808.340000 sec): 3 clusters
  Score: Raw -1526318.206795 + Penalty 3072.521987 = -1523245.684808
  nChanged 6
		SP:Iteration 33Q (41808.580000 sec): 3 clusters
  Score: Raw -1526320.665128 + Penalty 3072.521987 = -1523248.143141
  nChanged 6
		SP:Iteration 34Q (41808.770000 sec): 3 clusters
  Score: Raw -1526322.646561 + Penalty 3072.521987 = -1523250.124575
  nChanged 7
		SP:Iteration 35Q (41809.010000 sec): 3 clusters
  Score: Raw -1526324.327986 + Penalty 3072.521987 = -1523251.806000
  nChanged 10
		SP:Iteration 36Q (41809.180000 sec): 3 clusters
  Score: Raw -1526327.183436 + Penalty 3072.521987 = -1523254.661449
  nChanged 10
		SP:Iteration 37Q (41809.410000 sec): 3 clusters
  Score: Raw -1526330.467139 + Penalty 3072.521987 = -1523257.945152
  nChanged 9
		SP:Iteration 38Q (41809.630000 sec): 3 clusters
  Score: Raw -1526332.801695 + Penalty 3072.521987 = -1523260.279708
  nChanged 6
		SP:Iteration 39Q (41809.850000 sec): 3 clusters
  Score: Raw -1526335.334551 + Penalty 3072.521987 = -1523262.812564
  nChanged 6
		SP:Iteration 40F (41810.070000 sec): 3 clusters
  Score: Raw -1526338.245715 + Penalty 3072.521987 = -1523265.723729
  nChanged 10
		SP:Iteration 41Q (41810.300000 sec): 3 clusters
  Score: Raw -1526342.106821 + Penalty 3072.521987 = -1523269.584835
  nChanged 11
		SP:Iteration 42Q (41810.500000 sec): 3 clusters
  Score: Raw -1526346.168894 + Penalty 3072.521987 = -1523273.646907
  nChanged 13
		SP:Iteration 43Q (41810.670000 sec): 3 clusters
  Score: Raw -1526351.833061 + Penalty 3072.521987 = -1523279.311074
  nChanged 11
		SP:Iteration 44Q (41810.870000 sec): 3 clusters
  Score: Raw -1526355.738917 + Penalty 3072.521987 = -1523283.216930
  nChanged 11
		SP:Iteration 45Q (41811.150000 sec): 3 clusters
  Score: Raw -1526359.161318 + Penalty 3072.521987 = -1523286.639332
  nChanged 8
		SP:Iteration 46Q (41811.310000 sec): 3 clusters
  Score: Raw -1526362.937540 + Penalty 3072.521987 = -1523290.415554
  nChanged 6
		SP:Iteration 47Q (41811.540000 sec): 3 clusters
  Score: Raw -1526364.892490 + Penalty 3072.521987 = -1523292.370504
  nChanged 5
		SP:Iteration 48Q (41811.770000 sec): 3 clusters
  Score: Raw -1526366.775927 + Penalty 3072.521987 = -1523294.253941
  nChanged 4
		SP:Iteration 49Q (41811.920000 sec): 3 clusters
  Score: Raw -1526368.016713 + Penalty 3072.521987 = -1523295.494726
  nChanged 3
		SP:Iteration 50Q (41812.150000 sec): 3 clusters
  Score: Raw -1526368.547043 + Penalty 3072.521987 = -1523296.025056
  nChanged 2
		SP:Iteration 51Q (41812.370000 sec): 3 clusters
  Score: Raw -1526369.012017 + Penalty 3072.521987 = -1523296.490031
  nChanged 2
		SP:Iteration 52Q (41812.590000 sec): 3 clusters
  Score: Raw -1526370.043387 + Penalty 3072.521987 = -1523297.521400
  nChanged 1
		SP:Iteration 53Q (41812.830000 sec): 3 clusters
  Score: Raw -1526370.233160 + Penalty 3072.521987 = -1523297.711174
  nChanged 2
		SP:Iteration 54Q (41812.990000 sec): 3 clusters
  Score: Raw -1526370.864219 + Penalty 3072.521987 = -1523298.342233
  nChanged 3
		SP:Iteration 55Q (41813.220000 sec): 3 clusters
  Score: Raw -1526371.663303 + Penalty 3072.521987 = -1523299.141317
  nChanged 3
		SP:Iteration 56Q (41813.400000 sec): 3 clusters
  Score: Raw -1526372.928678 + Penalty 3072.521987 = -1523300.406692
  nChanged 3
		SP:Iteration 57Q (41813.660000 sec): 3 clusters
  Score: Raw -1526373.892672 + Penalty 3072.521987 = -1523301.370686
  nChanged 2
		SP:Iteration 58Q (41813.850000 sec): 3 clusters
  Score: Raw -1526374.586202 + Penalty 3072.521987 = -1523302.064215
  nChanged 3
		SP:Iteration 59Q (41814.090000 sec): 3 clusters
  Score: Raw -1526375.803602 + Penalty 3072.521987 = -1523303.281616
  nChanged 3
		SP:Iteration 60F (41814.330000 sec): 3 clusters
  Score: Raw -1526376.876478 + Penalty 3072.521987 = -1523304.354491
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41814.400000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41814.570000 sec): 3 clusters
  Score: Raw -146041.946453 + Penalty 2329.537985 = -143712.408468
  nChanged 384
		SP:Iteration 1F (41814.700000 sec): 3 clusters
  Score: Raw -146393.526397 + Penalty 2329.537985 = -144063.988412
  nChanged 121
		SP:Iteration 2F (41814.890000 sec): 3 clusters
  Score: Raw -146518.249793 + Penalty 2329.537985 = -144188.711808
  nChanged 72
		SP:Iteration 3F (41815.020000 sec): 3 clusters
  Score: Raw -146603.877771 + Penalty 2329.537985 = -144274.339786
  nChanged 64
		SP:Iteration 4Q (41815.180000 sec): 3 clusters
  Score: Raw -146694.528891 + Penalty 2329.537985 = -144364.990906
  nChanged 47
		SP:Iteration 5Q (41815.340000 sec): 3 clusters
  Score: Raw -146771.539943 + Penalty 2329.537985 = -144442.001958
  nChanged 38
		SP:Iteration 6Q (41815.520000 sec): 3 clusters
  Score: Raw -146823.345847 + Penalty 2329.537985 = -144493.807862
  nChanged 36
		SP:Iteration 7Q (41815.690000 sec): 3 clusters
  Score: Raw -146858.635595 + Penalty 2329.537985 = -144529.097610
  nChanged 23
		SP:Iteration 8Q (41815.850000 sec): 3 clusters
  Score: Raw -146880.783368 + Penalty 2329.537985 = -144551.245383
  nChanged 21
		SP:Iteration 9Q (41816.020000 sec): 3 clusters
  Score: Raw -146904.016172 + Penalty 2329.537985 = -144574.478187
  nChanged 16
		SP:Iteration 10Q (41816.170000 sec): 3 clusters
  Score: Raw -146920.432668 + Penalty 2329.537985 = -144590.894684
  nChanged 11
		SP:Iteration 11Q (41816.350000 sec): 3 clusters
  Score: Raw -146931.161482 + Penalty 2329.537985 = -144601.623497
  nChanged 8
		SP:Iteration 12Q (41816.540000 sec): 3 clusters
  Score: Raw -146939.022552 + Penalty 2329.537985 = -144609.484567
  nChanged 7
		SP:Iteration 13Q (41816.670000 sec): 3 clusters
  Score: Raw -146947.077567 + Penalty 2329.537985 = -144617.539582
  nChanged 8
		SP:Iteration 14Q (41816.770000 sec): 3 clusters
  Score: Raw -146955.328589 + Penalty 2329.537985 = -144625.790604
  nChanged 6
		SP:Iteration 15Q (41816.910000 sec): 3 clusters
  Score: Raw -146960.663480 + Penalty 2329.537985 = -144631.125495
  nChanged 7
		SP:Iteration 16Q (41817.070000 sec): 3 clusters
  Score: Raw -146969.194238 + Penalty 2329.537985 = -144639.656254
  nChanged 3
		SP:Iteration 17Q (41817.220000 sec): 3 clusters
  Score: Raw -146971.235751 + Penalty 2329.537985 = -144641.697766
  nChanged 1
		SP:Iteration 18Q (41817.360000 sec): 3 clusters
  Score: Raw -146972.331001 + Penalty 2329.537985 = -144642.793016
  nChanged 1
		SP:Iteration 19Q (41817.500000 sec): 3 clusters
  Score: Raw -146973.283915 + Penalty 2329.537985 = -144643.745930
  nChanged 0
		SP:Iteration 20F (41817.660000 sec): 3 clusters
  Score: Raw -146973.283915 + Penalty 2329.537985 = -144643.745930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41817.790000 sec): 2 clusters
  Score: Raw -459941.087663 + Penalty 1344.500127 = -458596.587536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41817.970000 sec): 3 clusters
  Score: Raw -457983.924089 + Penalty 2689.000253 = -455294.923836
  nChanged 1561
		SP:Iteration 1F (41818.130000 sec): 3 clusters
  Score: Raw -458898.708241 + Penalty 2689.000253 = -456209.707988
  nChanged 339
		SP:Iteration 2F (41818.360000 sec): 3 clusters
  Score: Raw -459112.513473 + Penalty 2689.000253 = -456423.513220
  nChanged 216
		SP:Iteration 3F (41818.520000 sec): 3 clusters
  Score: Raw -459250.168854 + Penalty 2689.000253 = -456561.168601
  nChanged 164
		SP:Iteration 4Q (41818.680000 sec): 3 clusters
  Score: Raw -459346.937983 + Penalty 2689.000253 = -456657.937730
  nChanged 127
		SP:Iteration 5Q (41818.870000 sec): 3 clusters
  Score: Raw -459407.408908 + Penalty 2689.000253 = -456718.408655
  nChanged 95
		SP:Iteration 6Q (41819.040000 sec): 3 clusters
  Score: Raw -459465.145391 + Penalty 2689.000253 = -456776.145137
  nChanged 100
		SP:Iteration 7Q (41819.200000 sec): 3 clusters
  Score: Raw -459517.764507 + Penalty 2689.000253 = -456828.764254
  nChanged 96
		SP:Iteration 8Q (41819.360000 sec): 3 clusters
  Score: Raw -459578.390343 + Penalty 2689.000253 = -456889.390090
  nChanged 99
		SP:Iteration 9Q (41819.550000 sec): 3 clusters
  Score: Raw -459648.875960 + Penalty 2689.000253 = -456959.875707
  nChanged 108
		SP:Iteration 10Q (41819.700000 sec): 3 clusters
  Score: Raw -459744.132339 + Penalty 2689.000253 = -457055.132086
  nChanged 132
		SP:Iteration 11Q (41819.860000 sec): 3 clusters
  Score: Raw -459905.359113 + Penalty 2689.000253 = -457216.358860
  nChanged 164
		SP:Iteration 12Q (41820.020000 sec): 3 clusters
  Score: Raw -460107.301454 + Penalty 2689.000253 = -457418.301201
  nChanged 165
		SP:Iteration 13Q (41820.170000 sec): 3 clusters
  Score: Raw -460302.110305 + Penalty 2689.000253 = -457613.110052
  nChanged 134
		SP:Iteration 14Q (41820.340000 sec): 3 clusters
  Score: Raw -460476.492914 + Penalty 2689.000253 = -457787.492661
  nChanged 110
		SP:Iteration 15Q (41820.510000 sec): 3 clusters
  Score: Raw -460598.462254 + Penalty 2689.000253 = -457909.462001
  nChanged 89
		SP:Iteration 16Q (41820.670000 sec): 3 clusters
  Score: Raw -460683.940994 + Penalty 2689.000253 = -457994.940740
  nChanged 69
		SP:Iteration 17Q (41820.810000 sec): 3 clusters
  Score: Raw -460724.360505 + Penalty 2689.000253 = -458035.360252
  nChanged 43
		SP:Iteration 18Q (41821.000000 sec): 3 clusters
  Score: Raw -460745.119961 + Penalty 2689.000253 = -458056.119708
  nChanged 31
		SP:Iteration 19Q (41821.190000 sec): 3 clusters
  Score: Raw -460757.490226 + Penalty 2689.000253 = -458068.489973
  nChanged 23
		SP:Iteration 20F (41821.400000 sec): 3 clusters
  Score: Raw -460766.029127 + Penalty 2689.000253 = -458077.028874
  nChanged 17
		SP:Iteration 21Q (41821.530000 sec): 3 clusters
  Score: Raw -460773.127701 + Penalty 2689.000253 = -458084.127447
  nChanged 16
		SP:Iteration 22Q (41821.750000 sec): 3 clusters
  Score: Raw -460777.572132 + Penalty 2689.000253 = -458088.571879
  nChanged 12
		SP:Iteration 23Q (41821.880000 sec): 3 clusters
  Score: Raw -460780.355489 + Penalty 2689.000253 = -458091.355236
  nChanged 8
		SP:Iteration 24Q (41822.030000 sec): 3 clusters
  Score: Raw -460782.592406 + Penalty 2689.000253 = -458093.592153
  nChanged 9
		SP:Iteration 25Q (41822.190000 sec): 3 clusters
  Score: Raw -460785.655364 + Penalty 2689.000253 = -458096.655111
  nChanged 13
		SP:Iteration 26Q (41822.370000 sec): 3 clusters
  Score: Raw -460790.049534 + Penalty 2689.000253 = -458101.049280
  nChanged 9
		SP:Iteration 27Q (41822.540000 sec): 3 clusters
  Score: Raw -460792.549123 + Penalty 2689.000253 = -458103.548870
  nChanged 4
		SP:Iteration 28Q (41822.690000 sec): 3 clusters
  Score: Raw -460793.431329 + Penalty 2689.000253 = -458104.431076
  nChanged 2
		SP:Iteration 29Q (41822.850000 sec): 3 clusters
  Score: Raw -460794.019225 + Penalty 2689.000253 = -458105.018972
  nChanged 2
		SP:Iteration 30Q (41822.990000 sec): 3 clusters
  Score: Raw -460794.815157 + Penalty 2689.000253 = -458105.814904
  nChanged 3
		SP:Iteration 31Q (41823.140000 sec): 3 clusters
  Score: Raw -460795.506861 + Penalty 2689.000253 = -458106.506608
  nChanged 0
		SP:Iteration 32F (41823.320000 sec): 3 clusters
  Score: Raw -460795.506861 + Penalty 2689.000253 = -458106.506608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (2018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41823.400000 sec): 2 clusters
  Score: Raw -240656.448971 + Penalty 1236.602608 = -239419.846363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41823.580000 sec): 3 clusters
  Score: Raw -239794.296206 + Penalty 2473.205215 = -237321.090990
  nChanged 689
		SP:Iteration 1F (41823.740000 sec): 3 clusters
  Score: Raw -240220.440819 + Penalty 2473.205215 = -237747.235604
  nChanged 153
		SP:Iteration 2F (41823.890000 sec): 3 clusters
  Score: Raw -240340.665533 + Penalty 2473.205215 = -237867.460318
  nChanged 107
		SP:Iteration 3F (41824.080000 sec): 3 clusters
  Score: Raw -240419.902122 + Penalty 2473.205215 = -237946.696907
  nChanged 87
		SP:Iteration 4Q (41824.220000 sec): 3 clusters
  Score: Raw -240487.331486 + Penalty 2473.205215 = -238014.126271
  nChanged 76
		SP:Iteration 5Q (41824.370000 sec): 3 clusters
  Score: Raw -240538.585593 + Penalty 2473.205215 = -238065.380377
  nChanged 58
		SP:Iteration 6Q (41824.520000 sec): 3 clusters
  Score: Raw -240569.518113 + Penalty 2473.205215 = -238096.312897
  nChanged 46
		SP:Iteration 7Q (41824.660000 sec): 3 clusters
  Score: Raw -240598.139539 + Penalty 2473.205215 = -238124.934323
  nChanged 45
		SP:Iteration 8Q (41824.830000 sec): 3 clusters
  Score: Raw -240628.022180 + Penalty 2473.205215 = -238154.816965
  nChanged 38
		SP:Iteration 9Q (41824.980000 sec): 3 clusters
  Score: Raw -240657.432411 + Penalty 2473.205215 = -238184.227196
  nChanged 40
		SP:Iteration 10Q (41825.130000 sec): 3 clusters
  Score: Raw -240686.438609 + Penalty 2473.205215 = -238213.233394
  nChanged 36
		SP:Iteration 11Q (41825.310000 sec): 3 clusters
  Score: Raw -240707.623542 + Penalty 2473.205215 = -238234.418327
  nChanged 32
		SP:Iteration 12Q (41825.490000 sec): 3 clusters
  Score: Raw -240728.114871 + Penalty 2473.205215 = -238254.909656
  nChanged 24
		SP:Iteration 13Q (41825.690000 sec): 3 clusters
  Score: Raw -240742.929363 + Penalty 2473.205215 = -238269.724148
  nChanged 18
		SP:Iteration 14Q (41825.830000 sec): 3 clusters
  Score: Raw -240751.700702 + Penalty 2473.205215 = -238278.495487
  nChanged 13
		SP:Iteration 15Q (41826.000000 sec): 3 clusters
  Score: Raw -240762.232990 + Penalty 2473.205215 = -238289.027774
  nChanged 15
		SP:Iteration 16Q (41826.190000 sec): 3 clusters
  Score: Raw -240770.113904 + Penalty 2473.205215 = -238296.908689
  nChanged 9
		SP:Iteration 17Q (41826.330000 sec): 3 clusters
  Score: Raw -240776.621241 + Penalty 2473.205215 = -238303.416025
  nChanged 7
		SP:Iteration 18Q (41826.540000 sec): 3 clusters
  Score: Raw -240781.641812 + Penalty 2473.205215 = -238308.436596
  nChanged 10
		SP:Iteration 19Q (41826.670000 sec): 3 clusters
  Score: Raw -240787.046165 + Penalty 2473.205215 = -238313.840950
  nChanged 10
		SP:Iteration 20F (41826.830000 sec): 3 clusters
  Score: Raw -240790.787770 + Penalty 2473.205215 = -238317.582555
  nChanged 5
		SP:Iteration 21Q (41826.980000 sec): 3 clusters
  Score: Raw -240792.745045 + Penalty 2473.205215 = -238319.539830
  nChanged 1
		SP:Iteration 22Q (41827.160000 sec): 3 clusters
  Score: Raw -240793.355485 + Penalty 2473.205215 = -238320.150270
  nChanged 2
		SP:Iteration 23Q (41827.340000 sec): 3 clusters
  Score: Raw -240793.907292 + Penalty 2473.205215 = -238320.702077
  nChanged 1
		SP:Iteration 24Q (41827.510000 sec): 3 clusters
  Score: Raw -240794.551547 + Penalty 2473.205215 = -238321.346332
  nChanged 1
		SP:Iteration 25Q (41827.680000 sec): 3 clusters
  Score: Raw -240794.823070 + Penalty 2473.205215 = -238321.617855
  nChanged 1
		SP:Iteration 26Q (41827.860000 sec): 3 clusters
  Score: Raw -240795.223251 + Penalty 2473.205215 = -238322.018035
  nChanged 2
		SP:Iteration 27Q (41828.050000 sec): 3 clusters
  Score: Raw -240795.932333 + Penalty 2473.205215 = -238322.727118
  nChanged 2
		SP:Iteration 28Q (41828.240000 sec): 3 clusters
  Score: Raw -240796.790919 + Penalty 2473.205215 = -238323.585704
  nChanged 2
		SP:Iteration 29Q (41828.420000 sec): 3 clusters
  Score: Raw -240797.998488 + Penalty 2473.205215 = -238324.793272
  nChanged 3
		SP:Iteration 30Q (41828.600000 sec): 3 clusters
  Score: Raw -240799.165872 + Penalty 2473.205215 = -238325.960657
  nChanged 1
		SP:Iteration 31Q (41828.770000 sec): 3 clusters
  Score: Raw -240799.562413 + Penalty 2473.205215 = -238326.357197
  nChanged 2
		SP:Iteration 32Q (41828.950000 sec): 3 clusters
  Score: Raw -240799.922651 + Penalty 2473.205215 = -238326.717435
  nChanged 3
		SP:Iteration 33Q (41829.120000 sec): 3 clusters
  Score: Raw -240801.507985 + Penalty 2473.205215 = -238328.302769
  nChanged 4
		SP:Iteration 34Q (41829.300000 sec): 3 clusters
  Score: Raw -240803.546382 + Penalty 2473.205215 = -238330.341167
  nChanged 2
		SP:Iteration 35Q (41829.450000 sec): 3 clusters
  Score: Raw -240805.324313 + Penalty 2473.205215 = -238332.119097
  nChanged 6
		SP:Iteration 36Q (41829.600000 sec): 3 clusters
  Score: Raw -240808.787629 + Penalty 2473.205215 = -238335.582414
  nChanged 7
		SP:Iteration 37Q (41829.760000 sec): 3 clusters
  Score: Raw -240813.751986 + Penalty 2473.205215 = -238340.546770
  nChanged 8
		SP:Iteration 38Q (41829.930000 sec): 3 clusters
  Score: Raw -240817.249820 + Penalty 2473.205215 = -238344.044605
  nChanged 6
		SP:Iteration 39Q (41830.110000 sec): 3 clusters
  Score: Raw -240820.991816 + Penalty 2473.205215 = -238347.786601
  nChanged 9
		SP:Iteration 40F (41830.270000 sec): 3 clusters
  Score: Raw -240826.664256 + Penalty 2473.205215 = -238353.459041
  nChanged 9
		SP:Iteration 41Q (41830.430000 sec): 3 clusters
  Score: Raw -240832.719288 + Penalty 2473.205215 = -238359.514072
  nChanged 7
		SP:Iteration 42Q (41830.580000 sec): 3 clusters
  Score: Raw -240837.835126 + Penalty 2473.205215 = -238364.629911
  nChanged 4
		SP:Iteration 43Q (41830.760000 sec): 3 clusters
  Score: Raw -240840.313291 + Penalty 2473.205215 = -238367.108076
  nChanged 4
		SP:Iteration 44Q (41830.970000 sec): 3 clusters
  Score: Raw -240842.540760 + Penalty 2473.205215 = -238369.335545
  nChanged 9
		SP:Iteration 45Q (41831.160000 sec): 3 clusters
  Score: Raw -240848.025708 + Penalty 2473.205215 = -238374.820493
  nChanged 10
		SP:Iteration 46Q (41831.300000 sec): 3 clusters
  Score: Raw -240855.890720 + Penalty 2473.205215 = -238382.685505
  nChanged 13
		SP:Iteration 47Q (41831.460000 sec): 3 clusters
  Score: Raw -240864.317446 + Penalty 2473.205215 = -238391.112230
  nChanged 6
		SP:Iteration 48Q (41831.640000 sec): 3 clusters
  Score: Raw -240867.081360 + Penalty 2473.205215 = -238393.876144
  nChanged 4
		SP:Iteration 49Q (41831.750000 sec): 3 clusters
  Score: Raw -240868.300072 + Penalty 2473.205215 = -238395.094856
  nChanged 3
		SP:Iteration 50Q (41831.830000 sec): 3 clusters
  Score: Raw -240869.718506 + Penalty 2473.205215 = -238396.513290
  nChanged 4
		SP:Iteration 51Q (41831.900000 sec): 3 clusters
  Score: Raw -240871.451767 + Penalty 2473.205215 = -238398.246552
  nChanged 6
		SP:Iteration 52Q (41831.980000 sec): 3 clusters
  Score: Raw -240873.314237 + Penalty 2473.205215 = -238400.109022
  nChanged 8
		SP:Iteration 53Q (41832.050000 sec): 3 clusters
  Score: Raw -240877.669630 + Penalty 2473.205215 = -238404.464415
  nChanged 4
		SP:Iteration 54Q (41832.140000 sec): 3 clusters
  Score: Raw -240879.154703 + Penalty 2473.205215 = -238405.949488
  nChanged 2
		SP:Iteration 55Q (41832.280000 sec): 3 clusters
  Score: Raw -240879.888787 + Penalty 2473.205215 = -238406.683572
  nChanged 2
		SP:Iteration 56Q (41832.460000 sec): 3 clusters
  Score: Raw -240881.459046 + Penalty 2473.205215 = -238408.253831
  nChanged 3
		SP:Iteration 57Q (41832.640000 sec): 3 clusters
  Score: Raw -240882.788967 + Penalty 2473.205215 = -238409.583752
  nChanged 8
		SP:Iteration 58Q (41832.810000 sec): 3 clusters
  Score: Raw -240887.262629 + Penalty 2473.205215 = -238414.057413
  nChanged 6
		SP:Iteration 59Q (41832.940000 sec): 3 clusters
  Score: Raw -240889.410281 + Penalty 2473.205215 = -238416.205066
  nChanged 5
		SP:Iteration 60F (41833.130000 sec): 3 clusters
  Score: Raw -240891.351555 + Penalty 2473.205215 = -238418.146340
  nChanged 6
		SP:Iteration 61Q (41833.280000 sec): 3 clusters
  Score: Raw -240895.242167 + Penalty 2473.205215 = -238422.036952
  nChanged 2
		SP:Iteration 62Q (41833.430000 sec): 3 clusters
  Score: Raw -240895.918039 + Penalty 2473.205215 = -238422.712824
  nChanged 2
		SP:Iteration 63Q (41833.570000 sec): 3 clusters
  Score: Raw -240896.633872 + Penalty 2473.205215 = -238423.428657
  nChanged 3
		SP:Iteration 64Q (41833.700000 sec): 3 clusters
  Score: Raw -240897.688773 + Penalty 2473.205215 = -238424.483557
  nChanged 3
		SP:Iteration 65Q (41833.770000 sec): 3 clusters
  Score: Raw -240898.384762 + Penalty 2473.205215 = -238425.179547
  nChanged 1
		SP:Iteration 66Q (41833.850000 sec): 3 clusters
  Score: Raw -240898.828205 + Penalty 2473.205215 = -238425.622990
  nChanged 2
		SP:Iteration 67Q (41833.930000 sec): 3 clusters
  Score: Raw -240899.614951 + Penalty 2473.205215 = -238426.409736
  nChanged 1
		SP:Iteration 68Q (41834.000000 sec): 3 clusters
  Score: Raw -240899.768187 + Penalty 2473.205215 = -238426.562971
  nChanged 0
		SP:Iteration 69F (41834.120000 sec): 3 clusters
  Score: Raw -240899.768187 + Penalty 2473.205215 = -238426.562971
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41834.230000 sec): 2 clusters
  Score: Raw -533344.255858 + Penalty 1380.661433 = -531963.594424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41834.430000 sec): 3 clusters
  Score: Raw -530859.881984 + Penalty 2761.322867 = -528098.559117
  nChanged 1931
		SP:Iteration 1F (41834.580000 sec): 3 clusters
  Score: Raw -532061.234897 + Penalty 2761.322867 = -529299.912030
  nChanged 387
		SP:Iteration 2F (41834.750000 sec): 3 clusters
  Score: Raw -532347.396536 + Penalty 2761.322867 = -529586.073669
  nChanged 314
		SP:Iteration 3F (41834.960000 sec): 3 clusters
  Score: Raw -532564.933127 + Penalty 2761.322867 = -529803.610260
  nChanged 237
		SP:Iteration 4Q (41835.150000 sec): 3 clusters
  Score: Raw -532694.489208 + Penalty 2761.322867 = -529933.166342
  nChanged 181
		SP:Iteration 5Q (41835.310000 sec): 3 clusters
  Score: Raw -532791.901392 + Penalty 2761.322867 = -530030.578525
  nChanged 138
		SP:Iteration 6Q (41835.510000 sec): 3 clusters
  Score: Raw -532862.986538 + Penalty 2761.322867 = -530101.663671
  nChanged 129
		SP:Iteration 7Q (41835.700000 sec): 3 clusters
  Score: Raw -532924.628663 + Penalty 2761.322867 = -530163.305796
  nChanged 117
		SP:Iteration 8Q (41835.870000 sec): 3 clusters
  Score: Raw -532980.799570 + Penalty 2761.322867 = -530219.476703
  nChanged 112
		SP:Iteration 9Q (41836.050000 sec): 3 clusters
  Score: Raw -533035.266465 + Penalty 2761.322867 = -530273.943598
  nChanged 93
		SP:Iteration 10Q (41836.250000 sec): 3 clusters
  Score: Raw -533075.644853 + Penalty 2761.322867 = -530314.321986
  nChanged 97
		SP:Iteration 11Q (41836.470000 sec): 3 clusters
  Score: Raw -533120.873786 + Penalty 2761.322867 = -530359.550919
  nChanged 98
		SP:Iteration 12Q (41836.620000 sec): 3 clusters
  Score: Raw -533163.891233 + Penalty 2761.322867 = -530402.568366
  nChanged 88
		SP:Iteration 13Q (41836.780000 sec): 3 clusters
  Score: Raw -533200.531185 + Penalty 2761.322867 = -530439.208318
  nChanged 69
		SP:Iteration 14Q (41836.920000 sec): 3 clusters
  Score: Raw -533229.070550 + Penalty 2761.322867 = -530467.747683
  nChanged 69
		SP:Iteration 15Q (41837.090000 sec): 3 clusters
  Score: Raw -533258.927327 + Penalty 2761.322867 = -530497.604460
  nChanged 72
		SP:Iteration 16Q (41837.230000 sec): 3 clusters
  Score: Raw -533285.568306 + Penalty 2761.322867 = -530524.245439
  nChanged 60
		SP:Iteration 17Q (41837.410000 sec): 3 clusters
  Score: Raw -533303.815352 + Penalty 2761.322867 = -530542.492485
  nChanged 49
		SP:Iteration 18Q (41837.610000 sec): 3 clusters
  Score: Raw -533318.975968 + Penalty 2761.322867 = -530557.653101
  nChanged 37
		SP:Iteration 19Q (41837.760000 sec): 3 clusters
  Score: Raw -533328.386225 + Penalty 2761.322867 = -530567.063358
  nChanged 31
		SP:Iteration 20F (41837.940000 sec): 3 clusters
  Score: Raw -533335.777814 + Penalty 2761.322867 = -530574.454947
  nChanged 31
		SP:Iteration 21Q (41838.100000 sec): 3 clusters
  Score: Raw -533343.563457 + Penalty 2761.322867 = -530582.240591
  nChanged 29
		SP:Iteration 22Q (41838.270000 sec): 3 clusters
  Score: Raw -533351.986394 + Penalty 2761.322867 = -530590.663527
  nChanged 35
		SP:Iteration 23Q (41838.410000 sec): 3 clusters
  Score: Raw -533361.814798 + Penalty 2761.322867 = -530600.491932
  nChanged 20
		SP:Iteration 24Q (41838.540000 sec): 3 clusters
  Score: Raw -533367.220313 + Penalty 2761.322867 = -530605.897447
  nChanged 28
		SP:Iteration 25Q (41838.770000 sec): 3 clusters
  Score: Raw -533375.564571 + Penalty 2761.322867 = -530614.241705
  nChanged 29
		SP:Iteration 26Q (41838.930000 sec): 3 clusters
  Score: Raw -533383.181021 + Penalty 2761.322867 = -530621.858154
  nChanged 23
		SP:Iteration 27Q (41839.150000 sec): 3 clusters
  Score: Raw -533388.529589 + Penalty 2761.322867 = -530627.206723
  nChanged 20
		SP:Iteration 28Q (41839.310000 sec): 3 clusters
  Score: Raw -533393.195214 + Penalty 2761.322867 = -530631.872347
  nChanged 18
		SP:Iteration 29Q (41839.490000 sec): 3 clusters
  Score: Raw -533396.750924 + Penalty 2761.322867 = -530635.428057
  nChanged 14
		SP:Iteration 30Q (41839.710000 sec): 3 clusters
  Score: Raw -533400.619564 + Penalty 2761.322867 = -530639.296697
  nChanged 16
		SP:Iteration 31Q (41839.860000 sec): 3 clusters
  Score: Raw -533404.782088 + Penalty 2761.322867 = -530643.459221
  nChanged 12
		SP:Iteration 32Q (41840.070000 sec): 3 clusters
  Score: Raw -533407.430309 + Penalty 2761.322867 = -530646.107442
  nChanged 11
		SP:Iteration 33Q (41840.230000 sec): 3 clusters
  Score: Raw -533409.371064 + Penalty 2761.322867 = -530648.048197
  nChanged 10
		SP:Iteration 34Q (41840.430000 sec): 3 clusters
  Score: Raw -533411.351013 + Penalty 2761.322867 = -530650.028146
  nChanged 4
		SP:Iteration 35Q (41840.650000 sec): 3 clusters
  Score: Raw -533412.311032 + Penalty 2761.322867 = -530650.988165
  nChanged 3
		SP:Iteration 36Q (41840.830000 sec): 3 clusters
  Score: Raw -533413.066768 + Penalty 2761.322867 = -530651.743902
  nChanged 3
		SP:Iteration 37Q (41840.940000 sec): 3 clusters
  Score: Raw -533413.643706 + Penalty 2761.322867 = -530652.320839
  nChanged 8
		SP:Iteration 38Q (41841.100000 sec): 3 clusters
  Score: Raw -533416.943842 + Penalty 2761.322867 = -530655.620975
  nChanged 16
		SP:Iteration 39Q (41841.260000 sec): 3 clusters
  Score: Raw -533424.108708 + Penalty 2761.322867 = -530662.785841
  nChanged 28
		SP:Iteration 40F (41841.400000 sec): 3 clusters
  Score: Raw -533434.310291 + Penalty 2761.322867 = -530672.987425
  nChanged 25
		SP:Iteration 41Q (41841.560000 sec): 3 clusters
  Score: Raw -533443.487195 + Penalty 2761.322867 = -530682.164328
  nChanged 25
		SP:Iteration 42Q (41841.720000 sec): 3 clusters
  Score: Raw -533452.968066 + Penalty 2761.322867 = -530691.645199
  nChanged 21
		SP:Iteration 43Q (41841.890000 sec): 3 clusters
  Score: Raw -533459.332149 + Penalty 2761.322867 = -530698.009282
  nChanged 17
		SP:Iteration 44Q (41842.100000 sec): 3 clusters
  Score: Raw -533464.493772 + Penalty 2761.322867 = -530703.170905
  nChanged 21
		SP:Iteration 45Q (41842.300000 sec): 3 clusters
  Score: Raw -533470.930718 + Penalty 2761.322867 = -530709.607851
  nChanged 15
		SP:Iteration 46Q (41842.460000 sec): 3 clusters
  Score: Raw -533475.199872 + Penalty 2761.322867 = -530713.877005
  nChanged 13
		SP:Iteration 47Q (41842.620000 sec): 3 clusters
  Score: Raw -533478.683278 + Penalty 2761.322867 = -530717.360411
  nChanged 15
		SP:Iteration 48Q (41842.830000 sec): 3 clusters
  Score: Raw -533482.160057 + Penalty 2761.322867 = -530720.837191
  nChanged 16
		SP:Iteration 49Q (41843.040000 sec): 3 clusters
  Score: Raw -533486.423069 + Penalty 2761.322867 = -530725.100202
  nChanged 20
		SP:Iteration 50Q (41843.270000 sec): 3 clusters
  Score: Raw -533490.001136 + Penalty 2761.322867 = -530728.678269
  nChanged 14
		SP:Iteration 51Q (41843.390000 sec): 3 clusters
  Score: Raw -533493.645326 + Penalty 2761.322867 = -530732.322459
  nChanged 15
		SP:Iteration 52Q (41843.570000 sec): 3 clusters
  Score: Raw -533497.309338 + Penalty 2761.322867 = -530735.986471
  nChanged 6
		SP:Iteration 53Q (41843.760000 sec): 3 clusters
  Score: Raw -533498.452523 + Penalty 2761.322867 = -530737.129656
  nChanged 5
		SP:Iteration 54Q (41843.950000 sec): 3 clusters
  Score: Raw -533499.475528 + Penalty 2761.322867 = -530738.152661
  nChanged 4
		SP:Iteration 55Q (41844.140000 sec): 3 clusters
  Score: Raw -533500.302822 + Penalty 2761.322867 = -530738.979955
  nChanged 3
		SP:Iteration 56Q (41844.340000 sec): 3 clusters
  Score: Raw -533501.463519 + Penalty 2761.322867 = -530740.140652
  nChanged 8
		SP:Iteration 57Q (41844.550000 sec): 3 clusters
  Score: Raw -533502.810075 + Penalty 2761.322867 = -530741.487208
  nChanged 6
		SP:Iteration 58Q (41844.710000 sec): 3 clusters
  Score: Raw -533504.767261 + Penalty 2761.322867 = -530743.444394
  nChanged 10
		SP:Iteration 59Q (41844.860000 sec): 3 clusters
  Score: Raw -533507.084632 + Penalty 2761.322867 = -530745.761765
  nChanged 9
		SP:Iteration 60F (41845.010000 sec): 3 clusters
  Score: Raw -533509.288967 + Penalty 2761.322867 = -530747.966101
  nChanged 7
		SP:Iteration 61Q (41845.190000 sec): 3 clusters
  Score: Raw -533511.805117 + Penalty 2761.322867 = -530750.482251
  nChanged 18
		SP:Iteration 62Q (41845.360000 sec): 3 clusters
  Score: Raw -533518.270816 + Penalty 2761.322867 = -530756.947949
  nChanged 23
		SP:Iteration 63Q (41845.500000 sec): 3 clusters
  Score: Raw -533525.238677 + Penalty 2761.322867 = -530763.915810
  nChanged 19
		SP:Iteration 64Q (41845.660000 sec): 3 clusters
  Score: Raw -533530.354026 + Penalty 2761.322867 = -530769.031159
  nChanged 23
		SP:Iteration 65Q (41845.820000 sec): 3 clusters
  Score: Raw -533536.122022 + Penalty 2761.322867 = -530774.799155
  nChanged 22
		SP:Iteration 66Q (41846.030000 sec): 3 clusters
  Score: Raw -533543.000958 + Penalty 2761.322867 = -530781.678091
  nChanged 28
		SP:Iteration 67Q (41846.200000 sec): 3 clusters
  Score: Raw -533552.234284 + Penalty 2761.322867 = -530790.911417
  nChanged 32
		SP:Iteration 68Q (41846.370000 sec): 3 clusters
  Score: Raw -533561.648704 + Penalty 2761.322867 = -530800.325837
  nChanged 24
		SP:Iteration 69Q (41846.520000 sec): 3 clusters
  Score: Raw -533567.797017 + Penalty 2761.322867 = -530806.474150
  nChanged 22
		SP:Iteration 70Q (41846.700000 sec): 3 clusters
  Score: Raw -533574.226432 + Penalty 2761.322867 = -530812.903565
  nChanged 22
		SP:Iteration 71Q (41846.920000 sec): 3 clusters
  Score: Raw -533581.267442 + Penalty 2761.322867 = -530819.944575
  nChanged 24
		SP:Iteration 72Q (41847.100000 sec): 3 clusters
  Score: Raw -533589.984015 + Penalty 2761.322867 = -530828.661148
  nChanged 36
		SP:Iteration 73Q (41847.280000 sec): 3 clusters
  Score: Raw -533602.066744 + Penalty 2761.322867 = -530840.743877
  nChanged 31
		SP:Iteration 74Q (41847.500000 sec): 3 clusters
  Score: Raw -533615.188415 + Penalty 2761.322867 = -530853.865548
  nChanged 34
		SP:Iteration 75Q (41847.660000 sec): 3 clusters
  Score: Raw -533625.981066 + Penalty 2761.322867 = -530864.658199
  nChanged 35
		SP:Iteration 76Q (41847.860000 sec): 3 clusters
  Score: Raw -533638.673057 + Penalty 2761.322867 = -530877.350190
  nChanged 43
		SP:Iteration 77Q (41847.990000 sec): 3 clusters
  Score: Raw -533657.240713 + Penalty 2761.322867 = -530895.917846
  nChanged 46
		SP:Iteration 78Q (41848.200000 sec): 3 clusters
  Score: Raw -533675.948216 + Penalty 2761.322867 = -530914.625349
  nChanged 43
		SP:Iteration 79Q (41848.380000 sec): 3 clusters
  Score: Raw -533698.537023 + Penalty 2761.322867 = -530937.214156
  nChanged 43
		SP:Iteration 80F (41848.540000 sec): 3 clusters
  Score: Raw -533717.620839 + Penalty 2761.322867 = -530956.297972
  nChanged 47
		SP:Iteration 81Q (41848.680000 sec): 3 clusters
  Score: Raw -533736.667474 + Penalty 2761.322867 = -530975.344607
  nChanged 34
		SP:Iteration 82Q (41848.850000 sec): 3 clusters
  Score: Raw -533749.461140 + Penalty 2761.322867 = -530988.138273
  nChanged 30
		SP:Iteration 83Q (41849.040000 sec): 3 clusters
  Score: Raw -533758.809936 + Penalty 2761.322867 = -530997.487069
  nChanged 17
		SP:Iteration 84Q (41849.230000 sec): 3 clusters
  Score: Raw -533763.679692 + Penalty 2761.322867 = -531002.356825
  nChanged 21
		SP:Iteration 85Q (41849.420000 sec): 3 clusters
  Score: Raw -533769.307114 + Penalty 2761.322867 = -531007.984247
  nChanged 17
		SP:Iteration 86Q (41849.600000 sec): 3 clusters
  Score: Raw -533773.684786 + Penalty 2761.322867 = -531012.361920
  nChanged 15
		SP:Iteration 87Q (41849.750000 sec): 3 clusters
  Score: Raw -533778.609779 + Penalty 2761.322867 = -531017.286912
  nChanged 14
		SP:Iteration 88Q (41849.920000 sec): 3 clusters
  Score: Raw -533783.171206 + Penalty 2761.322867 = -531021.848339
  nChanged 10
		SP:Iteration 89Q (41850.120000 sec): 3 clusters
  Score: Raw -533786.485201 + Penalty 2761.322867 = -531025.162335
  nChanged 8
		SP:Iteration 90Q (41850.300000 sec): 3 clusters
  Score: Raw -533788.751729 + Penalty 2761.322867 = -531027.428862
  nChanged 5
		SP:Iteration 91Q (41850.480000 sec): 3 clusters
  Score: Raw -533790.233902 + Penalty 2761.322867 = -531028.911035
  nChanged 3
		SP:Iteration 92Q (41850.670000 sec): 3 clusters
  Score: Raw -533790.909293 + Penalty 2761.322867 = -531029.586426
  nChanged 2
		SP:Iteration 93Q (41850.900000 sec): 3 clusters
  Score: Raw -533791.566947 + Penalty 2761.322867 = -531030.244080
  nChanged 3
		SP:Iteration 94Q (41851.070000 sec): 3 clusters
  Score: Raw -533792.070055 + Penalty 2761.322867 = -531030.747188
  nChanged 1
		SP:Iteration 95Q (41851.240000 sec): 3 clusters
  Score: Raw -533792.294328 + Penalty 2761.322867 = -531030.971461
  nChanged 1
		SP:Iteration 96Q (41851.370000 sec): 3 clusters
  Score: Raw -533792.422741 + Penalty 2761.322867 = -531031.099874
  nChanged 0
		SP:Iteration 97F (41851.540000 sec): 3 clusters
  Score: Raw -533792.422741 + Penalty 2761.322867 = -531031.099874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41851.660000 sec): 2 clusters
  Score: Raw -610161.108043 + Penalty 1389.477045 = -608771.630998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41851.840000 sec): 3 clusters
  Score: Raw -607484.729987 + Penalty 2778.954089 = -604705.775898
  nChanged 2016
		SP:Iteration 1F (41851.990000 sec): 3 clusters
  Score: Raw -608630.327190 + Penalty 2778.954089 = -605851.373101
  nChanged 389
		SP:Iteration 2F (41852.180000 sec): 3 clusters
  Score: Raw -608861.992158 + Penalty 2778.954089 = -606083.038068
  nChanged 314
		SP:Iteration 3F (41852.360000 sec): 3 clusters
  Score: Raw -609066.697085 + Penalty 2778.954089 = -606287.742996
  nChanged 310
		SP:Iteration 4F (41852.480000 sec): 3 clusters
  Score: Raw -609265.688802 + Penalty 2778.954089 = -606486.734713
  nChanged 284
		SP:Iteration 5F (41852.690000 sec): 3 clusters
  Score: Raw -609465.460063 + Penalty 2778.954089 = -606686.505974
  nChanged 266
		SP:Iteration 6F (41852.810000 sec): 3 clusters
  Score: Raw -609663.002558 + Penalty 2778.954089 = -606884.048468
  nChanged 249
		SP:Iteration 7Q (41852.980000 sec): 3 clusters
  Score: Raw -609813.717804 + Penalty 2778.954089 = -607034.763715
  nChanged 184
		SP:Iteration 8Q (41853.140000 sec): 3 clusters
  Score: Raw -609904.157306 + Penalty 2778.954089 = -607125.203217
  nChanged 140
		SP:Iteration 9Q (41853.310000 sec): 3 clusters
  Score: Raw -609976.033141 + Penalty 2778.954089 = -607197.079052
  nChanged 119
		SP:Iteration 10Q (41853.470000 sec): 3 clusters
  Score: Raw -610025.000471 + Penalty 2778.954089 = -607246.046382
  nChanged 97
		SP:Iteration 11Q (41853.650000 sec): 3 clusters
  Score: Raw -610063.845156 + Penalty 2778.954089 = -607284.891067
  nChanged 89
		SP:Iteration 12Q (41853.790000 sec): 3 clusters
  Score: Raw -610096.896358 + Penalty 2778.954089 = -607317.942268
  nChanged 75
		SP:Iteration 13Q (41853.930000 sec): 3 clusters
  Score: Raw -610124.709730 + Penalty 2778.954089 = -607345.755641
  nChanged 58
		SP:Iteration 14Q (41854.120000 sec): 3 clusters
  Score: Raw -610144.788711 + Penalty 2778.954089 = -607365.834621
  nChanged 51
		SP:Iteration 15Q (41854.360000 sec): 3 clusters
  Score: Raw -610166.913312 + Penalty 2778.954089 = -607387.959222
  nChanged 42
		SP:Iteration 16Q (41854.520000 sec): 3 clusters
  Score: Raw -610179.695031 + Penalty 2778.954089 = -607400.740941
  nChanged 33
		SP:Iteration 17Q (41854.730000 sec): 3 clusters
  Score: Raw -610189.387513 + Penalty 2778.954089 = -607410.433423
  nChanged 30
		SP:Iteration 18Q (41854.890000 sec): 3 clusters
  Score: Raw -610199.079828 + Penalty 2778.954089 = -607420.125738
  nChanged 24
		SP:Iteration 19Q (41855.080000 sec): 3 clusters
  Score: Raw -610205.960943 + Penalty 2778.954089 = -607427.006854
  nChanged 28
		SP:Iteration 20F (41855.210000 sec): 3 clusters
  Score: Raw -610213.425482 + Penalty 2778.954089 = -607434.471392
  nChanged 19
		SP:Iteration 21Q (41855.380000 sec): 3 clusters
  Score: Raw -610217.598991 + Penalty 2778.954089 = -607438.644902
  nChanged 14
		SP:Iteration 22Q (41855.550000 sec): 3 clusters
  Score: Raw -610220.703212 + Penalty 2778.954089 = -607441.749123
  nChanged 13
		SP:Iteration 23Q (41855.700000 sec): 3 clusters
  Score: Raw -610225.746356 + Penalty 2778.954089 = -607446.792267
  nChanged 22
		SP:Iteration 24Q (41855.850000 sec): 3 clusters
  Score: Raw -610234.606134 + Penalty 2778.954089 = -607455.652045
  nChanged 14
		SP:Iteration 25Q (41856.010000 sec): 3 clusters
  Score: Raw -610239.642776 + Penalty 2778.954089 = -607460.688687
  nChanged 18
		SP:Iteration 26Q (41856.170000 sec): 3 clusters
  Score: Raw -610244.394072 + Penalty 2778.954089 = -607465.439982
  nChanged 17
		SP:Iteration 27Q (41856.370000 sec): 3 clusters
  Score: Raw -610248.525149 + Penalty 2778.954089 = -607469.571059
  nChanged 18
		SP:Iteration 28Q (41856.530000 sec): 3 clusters
  Score: Raw -610254.489700 + Penalty 2778.954089 = -607475.535610
  nChanged 18
		SP:Iteration 29Q (41856.730000 sec): 3 clusters
  Score: Raw -610259.539632 + Penalty 2778.954089 = -607480.585543
  nChanged 18
		SP:Iteration 30Q (41856.950000 sec): 3 clusters
  Score: Raw -610265.139064 + Penalty 2778.954089 = -607486.184975
  nChanged 13
		SP:Iteration 31Q (41857.120000 sec): 3 clusters
  Score: Raw -610268.556250 + Penalty 2778.954089 = -607489.602160
  nChanged 10
		SP:Iteration 32Q (41857.320000 sec): 3 clusters
  Score: Raw -610271.676770 + Penalty 2778.954089 = -607492.722680
  nChanged 7
		SP:Iteration 33Q (41857.480000 sec): 3 clusters
  Score: Raw -610273.748946 + Penalty 2778.954089 = -607494.794857
  nChanged 12
		SP:Iteration 34Q (41857.670000 sec): 3 clusters
  Score: Raw -610276.749384 + Penalty 2778.954089 = -607497.795295
  nChanged 11
		SP:Iteration 35Q (41857.840000 sec): 3 clusters
  Score: Raw -610278.961878 + Penalty 2778.954089 = -607500.007789
  nChanged 9
		SP:Iteration 36Q (41858.040000 sec): 3 clusters
  Score: Raw -610280.675091 + Penalty 2778.954089 = -607501.721002
  nChanged 6
		SP:Iteration 37Q (41858.230000 sec): 3 clusters
  Score: Raw -610281.827013 + Penalty 2778.954089 = -607502.872923
  nChanged 6
		SP:Iteration 38Q (41858.410000 sec): 3 clusters
  Score: Raw -610283.012706 + Penalty 2778.954089 = -607504.058617
  nChanged 5
		SP:Iteration 39Q (41858.620000 sec): 3 clusters
  Score: Raw -610283.787684 + Penalty 2778.954089 = -607504.833595
  nChanged 0
		SP:Iteration 40F (41858.770000 sec): 3 clusters
  Score: Raw -610283.787684 + Penalty 2778.954089 = -607504.833595
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41858.850000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41859.010000 sec): 3 clusters
  Score: Raw -127533.015599 + Penalty 2271.234284 = -125261.781315
  nChanged 314
		SP:Iteration 1F (41859.150000 sec): 3 clusters
  Score: Raw -127827.190295 + Penalty 2271.234284 = -125555.956011
  nChanged 88
		SP:Iteration 2F (41859.320000 sec): 3 clusters
  Score: Raw -127942.318184 + Penalty 2271.234284 = -125671.083900
  nChanged 64
		SP:Iteration 3F (41859.470000 sec): 3 clusters
  Score: Raw -128041.757631 + Penalty 2271.234284 = -125770.523347
  nChanged 54
		SP:Iteration 4Q (41859.590000 sec): 3 clusters
  Score: Raw -128117.522787 + Penalty 2271.234284 = -125846.288503
  nChanged 37
		SP:Iteration 5Q (41859.730000 sec): 3 clusters
  Score: Raw -128174.021511 + Penalty 2271.234284 = -125902.787227
  nChanged 32
		SP:Iteration 6Q (41859.900000 sec): 3 clusters
  Score: Raw -128227.698894 + Penalty 2271.234284 = -125956.464610
  nChanged 32
		SP:Iteration 7Q (41860.050000 sec): 3 clusters
  Score: Raw -128291.749032 + Penalty 2271.234284 = -126020.514748
  nChanged 28
		SP:Iteration 8Q (41860.210000 sec): 3 clusters
  Score: Raw -128333.712923 + Penalty 2271.234284 = -126062.478639
  nChanged 29
		SP:Iteration 9Q (41860.350000 sec): 3 clusters
  Score: Raw -128376.925043 + Penalty 2271.234284 = -126105.690759
  nChanged 18
		SP:Iteration 10Q (41860.490000 sec): 3 clusters
  Score: Raw -128400.657474 + Penalty 2271.234284 = -126129.423190
  nChanged 16
		SP:Iteration 11Q (41860.650000 sec): 3 clusters
  Score: Raw -128416.121453 + Penalty 2271.234284 = -126144.887169
  nChanged 12
		SP:Iteration 12Q (41860.780000 sec): 3 clusters
  Score: Raw -128430.252192 + Penalty 2271.234284 = -126159.017908
  nChanged 12
		SP:Iteration 13Q (41860.890000 sec): 3 clusters
  Score: Raw -128447.674028 + Penalty 2271.234284 = -126176.439744
  nChanged 12
		SP:Iteration 14Q (41861.030000 sec): 3 clusters
  Score: Raw -128458.700028 + Penalty 2271.234284 = -126187.465744
  nChanged 7
		SP:Iteration 15Q (41861.200000 sec): 3 clusters
  Score: Raw -128468.091862 + Penalty 2271.234284 = -126196.857578
  nChanged 8
		SP:Iteration 16Q (41861.360000 sec): 3 clusters
  Score: Raw -128478.331767 + Penalty 2271.234284 = -126207.097483
  nChanged 8
		SP:Iteration 17Q (41861.490000 sec): 3 clusters
  Score: Raw -128483.391653 + Penalty 2271.234284 = -126212.157368
  nChanged 1
		SP:Iteration 18Q (41861.610000 sec): 3 clusters
  Score: Raw -128483.655007 + Penalty 2271.234284 = -126212.420723
  nChanged 0
		SP:Iteration 19F (41861.740000 sec): 3 clusters
  Score: Raw -128483.655007 + Penalty 2271.234284 = -126212.420723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41861.870000 sec): 2 clusters
  Score: Raw -874711.614419 + Penalty 1447.443009 = -873264.171410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41862.100000 sec): 3 clusters
  Score: Raw -870665.983612 + Penalty 2894.886019 = -867771.097593
  nChanged 3092
		SP:Iteration 1F (41862.290000 sec): 3 clusters
  Score: Raw -872382.934392 + Penalty 2894.886019 = -869488.048374
  nChanged 454
		SP:Iteration 2F (41862.460000 sec): 3 clusters
  Score: Raw -872619.254989 + Penalty 2894.886019 = -869724.368970
  nChanged 403
		SP:Iteration 3F (41862.650000 sec): 3 clusters
  Score: Raw -872812.581199 + Penalty 2894.886019 = -869917.695181
  nChanged 357
		SP:Iteration 4Q (41862.830000 sec): 3 clusters
  Score: Raw -872985.464644 + Penalty 2894.886019 = -870090.578625
  nChanged 328
		SP:Iteration 5Q (41863.000000 sec): 3 clusters
  Score: Raw -873156.695912 + Penalty 2894.886019 = -870261.809893
  nChanged 315
		SP:Iteration 6Q (41863.190000 sec): 3 clusters
  Score: Raw -873318.195915 + Penalty 2894.886019 = -870423.309896
  nChanged 320
		SP:Iteration 7Q (41863.350000 sec): 3 clusters
  Score: Raw -873493.998641 + Penalty 2894.886019 = -870599.112622
  nChanged 298
		SP:Iteration 8Q (41863.540000 sec): 3 clusters
  Score: Raw -873668.656684 + Penalty 2894.886019 = -870773.770665
  nChanged 293
		SP:Iteration 9Q (41863.720000 sec): 3 clusters
  Score: Raw -873837.020443 + Penalty 2894.886019 = -870942.134424
  nChanged 273
		SP:Iteration 10Q (41863.870000 sec): 3 clusters
  Score: Raw -873981.760351 + Penalty 2894.886019 = -871086.874333
  nChanged 230
		SP:Iteration 11Q (41864.070000 sec): 3 clusters
  Score: Raw -874104.225723 + Penalty 2894.886019 = -871209.339704
  nChanged 189
		SP:Iteration 12Q (41864.250000 sec): 3 clusters
  Score: Raw -874205.812534 + Penalty 2894.886019 = -871310.926516
  nChanged 169
		SP:Iteration 13Q (41864.460000 sec): 3 clusters
  Score: Raw -874309.304593 + Penalty 2894.886019 = -871414.418575
  nChanged 162
		SP:Iteration 14Q (41864.640000 sec): 3 clusters
  Score: Raw -874413.170531 + Penalty 2894.886019 = -871518.284513
  nChanged 157
		SP:Iteration 15Q (41864.800000 sec): 3 clusters
  Score: Raw -874519.803192 + Penalty 2894.886019 = -871624.917174
  nChanged 138
		SP:Iteration 16Q (41864.930000 sec): 3 clusters
  Score: Raw -874615.684686 + Penalty 2894.886019 = -871720.798667
  nChanged 143
		SP:Iteration 17Q (41865.090000 sec): 3 clusters
  Score: Raw -874737.610005 + Penalty 2894.886019 = -871842.723986
  nChanged 124
		SP:Iteration 18Q (41865.240000 sec): 3 clusters
  Score: Raw -874857.797661 + Penalty 2894.886019 = -871962.911643
  nChanged 110
		SP:Iteration 19Q (41865.460000 sec): 3 clusters
  Score: Raw -874965.561707 + Penalty 2894.886019 = -872070.675689
  nChanged 102
		SP:Iteration 20F (41865.620000 sec): 3 clusters
  Score: Raw -875048.154699 + Penalty 2894.886019 = -872153.268680
  nChanged 73
		SP:Iteration 21Q (41865.770000 sec): 3 clusters
  Score: Raw -875098.628529 + Penalty 2894.886019 = -872203.742510
  nChanged 56
		SP:Iteration 22Q (41865.950000 sec): 3 clusters
  Score: Raw -875121.271715 + Penalty 2894.886019 = -872226.385696
  nChanged 32
		SP:Iteration 23Q (41866.150000 sec): 3 clusters
  Score: Raw -875133.376695 + Penalty 2894.886019 = -872238.490677
  nChanged 25
		SP:Iteration 24Q (41866.330000 sec): 3 clusters
  Score: Raw -875141.688927 + Penalty 2894.886019 = -872246.802908
  nChanged 14
		SP:Iteration 25Q (41866.470000 sec): 3 clusters
  Score: Raw -875146.393932 + Penalty 2894.886019 = -872251.507914
  nChanged 13
		SP:Iteration 26Q (41866.680000 sec): 3 clusters
  Score: Raw -875150.400740 + Penalty 2894.886019 = -872255.514721
  nChanged 9
		SP:Iteration 27Q (41866.870000 sec): 3 clusters
  Score: Raw -875152.643997 + Penalty 2894.886019 = -872257.757978
  nChanged 5
		SP:Iteration 28Q (41867.080000 sec): 3 clusters
  Score: Raw -875153.767581 + Penalty 2894.886019 = -872258.881562
  nChanged 3
		SP:Iteration 29Q (41867.290000 sec): 3 clusters
  Score: Raw -875154.558113 + Penalty 2894.886019 = -872259.672094
  nChanged 5
		SP:Iteration 30Q (41867.450000 sec): 3 clusters
  Score: Raw -875155.772719 + Penalty 2894.886019 = -872260.886700
  nChanged 4
		SP:Iteration 31Q (41867.680000 sec): 3 clusters
  Score: Raw -875156.925559 + Penalty 2894.886019 = -872262.039540
  nChanged 3
		SP:Iteration 32Q (41867.830000 sec): 3 clusters
  Score: Raw -875157.560913 + Penalty 2894.886019 = -872262.674894
  nChanged 1
		SP:Iteration 33Q (41868.040000 sec): 3 clusters
  Score: Raw -875157.860088 + Penalty 2894.886019 = -872262.974070
  nChanged 3
		SP:Iteration 34Q (41868.230000 sec): 3 clusters
  Score: Raw -875158.184978 + Penalty 2894.886019 = -872263.298960
  nChanged 0
		SP:Iteration 35F (41868.420000 sec): 3 clusters
  Score: Raw -875158.184978 + Penalty 2894.886019 = -872263.298960
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41868.520000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41868.720000 sec): 3 clusters
  Score: Raw -119341.462501 + Penalty 2263.957861 = -117077.504640
  nChanged 344
		SP:Iteration 1F (41868.870000 sec): 3 clusters
  Score: Raw -119637.582398 + Penalty 2263.957861 = -117373.624537
  nChanged 84
		SP:Iteration 2F (41869.000000 sec): 3 clusters
  Score: Raw -119728.794371 + Penalty 2263.957861 = -117464.836511
  nChanged 46
		SP:Iteration 3Q (41869.150000 sec): 3 clusters
  Score: Raw -119776.176796 + Penalty 2263.957861 = -117512.218935
  nChanged 33
		SP:Iteration 4Q (41869.290000 sec): 3 clusters
  Score: Raw -119821.058796 + Penalty 2263.957861 = -117557.100935
  nChanged 36
		SP:Iteration 5Q (41869.420000 sec): 3 clusters
  Score: Raw -119860.678335 + Penalty 2263.957861 = -117596.720474
  nChanged 28
		SP:Iteration 6Q (41869.610000 sec): 3 clusters
  Score: Raw -119898.824488 + Penalty 2263.957861 = -117634.866627
  nChanged 19
		SP:Iteration 7Q (41869.750000 sec): 3 clusters
  Score: Raw -119934.513804 + Penalty 2263.957861 = -117670.555943
  nChanged 19
		SP:Iteration 8Q (41869.900000 sec): 3 clusters
  Score: Raw -119962.061116 + Penalty 2263.957861 = -117698.103255
  nChanged 16
		SP:Iteration 9Q (41870.060000 sec): 3 clusters
  Score: Raw -119979.634078 + Penalty 2263.957861 = -117715.676217
  nChanged 14
		SP:Iteration 10Q (41870.210000 sec): 3 clusters
  Score: Raw -119997.294934 + Penalty 2263.957861 = -117733.337073
  nChanged 13
		SP:Iteration 11Q (41870.370000 sec): 3 clusters
  Score: Raw -120011.594655 + Penalty 2263.957861 = -117747.636794
  nChanged 14
		SP:Iteration 12Q (41870.520000 sec): 3 clusters
  Score: Raw -120034.922222 + Penalty 2263.957861 = -117770.964361
  nChanged 20
		SP:Iteration 13Q (41870.670000 sec): 3 clusters
  Score: Raw -120097.956059 + Penalty 2263.957861 = -117833.998198
  nChanged 36
		SP:Iteration 14Q (41870.820000 sec): 3 clusters
  Score: Raw -120213.795724 + Penalty 2263.957861 = -117949.837863
  nChanged 26
		SP:Iteration 15Q (41870.980000 sec): 3 clusters
  Score: Raw -120290.634688 + Penalty 2263.957861 = -118026.676827
  nChanged 30
		SP:Iteration 16Q (41871.140000 sec): 3 clusters
  Score: Raw -120349.811195 + Penalty 2263.957861 = -118085.853334
  nChanged 21
		SP:Iteration 17Q (41871.310000 sec): 3 clusters
  Score: Raw -120412.307745 + Penalty 2263.957861 = -118148.349884
  nChanged 24
		SP:Iteration 18Q (41871.470000 sec): 3 clusters
  Score: Raw -120495.497425 + Penalty 2263.957861 = -118231.539564
  nChanged 21
		SP:Iteration 19Q (41871.640000 sec): 3 clusters
  Score: Raw -120565.128921 + Penalty 2263.957861 = -118301.171060
  nChanged 14
		SP:Iteration 20F (41871.800000 sec): 3 clusters
  Score: Raw -120612.600675 + Penalty 2263.957861 = -118348.642814
  nChanged 9
		SP:Iteration 21Q (41871.990000 sec): 3 clusters
  Score: Raw -120639.415775 + Penalty 2263.957861 = -118375.457914
  nChanged 8
		SP:Iteration 22Q (41872.140000 sec): 3 clusters
  Score: Raw -120661.225038 + Penalty 2263.957861 = -118397.267178
  nChanged 4
		SP:Iteration 23Q (41872.300000 sec): 3 clusters
  Score: Raw -120665.527273 + Penalty 2263.957861 = -118401.569412
  nChanged 3
		SP:Iteration 24Q (41872.470000 sec): 3 clusters
  Score: Raw -120666.924848 + Penalty 2263.957861 = -118402.966987
  nChanged 0
		SP:Iteration 25F (41872.620000 sec): 3 clusters
  Score: Raw -120666.924848 + Penalty 2263.957861 = -118402.966987
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41872.720000 sec): 2 clusters
  Score: Raw -388688.473913 + Penalty 1319.402271 = -387369.071642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41872.920000 sec): 3 clusters
  Score: Raw -387047.246866 + Penalty 2638.804542 = -384408.442324
  nChanged 1292
		SP:Iteration 1F (41873.060000 sec): 3 clusters
  Score: Raw -387843.645197 + Penalty 2638.804542 = -385204.840656
  nChanged 269
		SP:Iteration 2F (41873.210000 sec): 3 clusters
  Score: Raw -388045.920982 + Penalty 2638.804542 = -385407.116440
  nChanged 194
		SP:Iteration 3F (41873.330000 sec): 3 clusters
  Score: Raw -388194.592685 + Penalty 2638.804542 = -385555.788143
  nChanged 155
		SP:Iteration 4Q (41873.470000 sec): 3 clusters
  Score: Raw -388310.676367 + Penalty 2638.804542 = -385671.871825
  nChanged 154
		SP:Iteration 5Q (41873.610000 sec): 3 clusters
  Score: Raw -388417.976162 + Penalty 2638.804542 = -385779.171620
  nChanged 144
		SP:Iteration 6Q (41873.830000 sec): 3 clusters
  Score: Raw -388522.677445 + Penalty 2638.804542 = -385883.872904
  nChanged 111
		SP:Iteration 7Q (41874.000000 sec): 3 clusters
  Score: Raw -388608.936327 + Penalty 2638.804542 = -385970.131785
  nChanged 111
		SP:Iteration 8Q (41874.140000 sec): 3 clusters
  Score: Raw -388690.270632 + Penalty 2638.804542 = -386051.466090
  nChanged 100
		SP:Iteration 9Q (41874.330000 sec): 3 clusters
  Score: Raw -388755.450603 + Penalty 2638.804542 = -386116.646061
  nChanged 88
		SP:Iteration 10Q (41874.480000 sec): 3 clusters
  Score: Raw -388807.223112 + Penalty 2638.804542 = -386168.418570
  nChanged 72
		SP:Iteration 11Q (41874.630000 sec): 3 clusters
  Score: Raw -388857.129881 + Penalty 2638.804542 = -386218.325340
  nChanged 73
		SP:Iteration 12Q (41874.770000 sec): 3 clusters
  Score: Raw -388910.909707 + Penalty 2638.804542 = -386272.105166
  nChanged 68
		SP:Iteration 13Q (41874.920000 sec): 3 clusters
  Score: Raw -388961.288908 + Penalty 2638.804542 = -386322.484366
  nChanged 70
		SP:Iteration 14Q (41875.070000 sec): 3 clusters
  Score: Raw -389011.744940 + Penalty 2638.804542 = -386372.940398
  nChanged 80
		SP:Iteration 15Q (41875.250000 sec): 3 clusters
  Score: Raw -389069.021237 + Penalty 2638.804542 = -386430.216695
  nChanged 73
		SP:Iteration 16Q (41875.370000 sec): 3 clusters
  Score: Raw -389112.924202 + Penalty 2638.804542 = -386474.119660
  nChanged 59
		SP:Iteration 17Q (41875.530000 sec): 3 clusters
  Score: Raw -389153.837178 + Penalty 2638.804542 = -386515.032636
  nChanged 50
		SP:Iteration 18Q (41875.680000 sec): 3 clusters
  Score: Raw -389184.057256 + Penalty 2638.804542 = -386545.252714
  nChanged 53
		SP:Iteration 19Q (41875.810000 sec): 3 clusters
  Score: Raw -389217.452453 + Penalty 2638.804542 = -386578.647911
  nChanged 47
		SP:Iteration 20F (41876.020000 sec): 3 clusters
  Score: Raw -389249.765391 + Penalty 2638.804542 = -386610.960849
  nChanged 42
		SP:Iteration 21Q (41876.210000 sec): 3 clusters
  Score: Raw -389280.418736 + Penalty 2638.804542 = -386641.614194
  nChanged 42
		SP:Iteration 22Q (41876.370000 sec): 3 clusters
  Score: Raw -389307.379884 + Penalty 2638.804542 = -386668.575342
  nChanged 38
		SP:Iteration 23Q (41876.570000 sec): 3 clusters
  Score: Raw -389331.264330 + Penalty 2638.804542 = -386692.459788
  nChanged 34
		SP:Iteration 24Q (41876.710000 sec): 3 clusters
  Score: Raw -389351.995168 + Penalty 2638.804542 = -386713.190626
  nChanged 37
		SP:Iteration 25Q (41876.830000 sec): 3 clusters
  Score: Raw -389370.668359 + Penalty 2638.804542 = -386731.863817
  nChanged 16
		SP:Iteration 26Q (41876.970000 sec): 3 clusters
  Score: Raw -389377.329043 + Penalty 2638.804542 = -386738.524502
  nChanged 15
		SP:Iteration 27Q (41877.130000 sec): 3 clusters
  Score: Raw -389382.275612 + Penalty 2638.804542 = -386743.471070
  nChanged 7
		SP:Iteration 28Q (41877.280000 sec): 3 clusters
  Score: Raw -389385.347128 + Penalty 2638.804542 = -386746.542586
  nChanged 7
		SP:Iteration 29Q (41877.430000 sec): 3 clusters
  Score: Raw -389388.685219 + Penalty 2638.804542 = -386749.880677
  nChanged 3
		SP:Iteration 30Q (41877.580000 sec): 3 clusters
  Score: Raw -389389.402206 + Penalty 2638.804542 = -386750.597664
  nChanged 3
		SP:Iteration 31Q (41877.700000 sec): 3 clusters
  Score: Raw -389390.139348 + Penalty 2638.804542 = -386751.334807
  nChanged 3
		SP:Iteration 32Q (41877.880000 sec): 3 clusters
  Score: Raw -389390.707783 + Penalty 2638.804542 = -386751.903242
  nChanged 1
		SP:Iteration 33Q (41878.070000 sec): 3 clusters
  Score: Raw -389390.829784 + Penalty 2638.804542 = -386752.025243
  nChanged 0
		SP:Iteration 34F (41878.250000 sec): 3 clusters
  Score: Raw -389390.829784 + Penalty 2638.804542 = -386752.025243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41878.360000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41878.520000 sec): 3 clusters
  Score: Raw -203880.701748 + Penalty 2438.748243 = -201441.953505
  nChanged 609
		SP:Iteration 1F (41878.660000 sec): 3 clusters
  Score: Raw -204260.139243 + Penalty 2438.748243 = -201821.391001
  nChanged 151
		SP:Iteration 2F (41878.800000 sec): 3 clusters
  Score: Raw -204378.102897 + Penalty 2438.748243 = -201939.354654
  nChanged 101
		SP:Iteration 3F (41878.950000 sec): 3 clusters
  Score: Raw -204454.005774 + Penalty 2438.748243 = -202015.257531
  nChanged 73
		SP:Iteration 4Q (41879.120000 sec): 3 clusters
  Score: Raw -204510.980799 + Penalty 2438.748243 = -202072.232556
  nChanged 65
		SP:Iteration 5Q (41879.300000 sec): 3 clusters
  Score: Raw -204566.774452 + Penalty 2438.748243 = -202128.026209
  nChanged 51
		SP:Iteration 6Q (41879.470000 sec): 3 clusters
  Score: Raw -204611.379118 + Penalty 2438.748243 = -202172.630876
  nChanged 59
		SP:Iteration 7Q (41879.610000 sec): 3 clusters
  Score: Raw -204671.006624 + Penalty 2438.748243 = -202232.258381
  nChanged 64
		SP:Iteration 8Q (41879.740000 sec): 3 clusters
  Score: Raw -204729.597600 + Penalty 2438.748243 = -202290.849358
  nChanged 51
		SP:Iteration 9Q (41879.880000 sec): 3 clusters
  Score: Raw -204770.179424 + Penalty 2438.748243 = -202331.431181
  nChanged 33
		SP:Iteration 10Q (41880.060000 sec): 3 clusters
  Score: Raw -204797.592501 + Penalty 2438.748243 = -202358.844259
  nChanged 32
		SP:Iteration 11Q (41880.210000 sec): 3 clusters
  Score: Raw -204826.916577 + Penalty 2438.748243 = -202388.168335
  nChanged 30
		SP:Iteration 12Q (41880.380000 sec): 3 clusters
  Score: Raw -204858.794209 + Penalty 2438.748243 = -202420.045966
  nChanged 26
		SP:Iteration 13Q (41880.580000 sec): 3 clusters
  Score: Raw -204879.767472 + Penalty 2438.748243 = -202441.019229
  nChanged 22
		SP:Iteration 14Q (41880.750000 sec): 3 clusters
  Score: Raw -204897.253935 + Penalty 2438.748243 = -202458.505692
  nChanged 19
		SP:Iteration 15Q (41880.910000 sec): 3 clusters
  Score: Raw -204910.756049 + Penalty 2438.748243 = -202472.007807
  nChanged 17
		SP:Iteration 16Q (41881.050000 sec): 3 clusters
  Score: Raw -204921.964724 + Penalty 2438.748243 = -202483.216482
  nChanged 15
		SP:Iteration 17Q (41881.210000 sec): 3 clusters
  Score: Raw -204934.987687 + Penalty 2438.748243 = -202496.239444
  nChanged 16
		SP:Iteration 18Q (41881.380000 sec): 3 clusters
  Score: Raw -204953.656066 + Penalty 2438.748243 = -202514.907823
  nChanged 25
		SP:Iteration 19Q (41881.560000 sec): 3 clusters
  Score: Raw -204975.466490 + Penalty 2438.748243 = -202536.718247
  nChanged 22
		SP:Iteration 20F (41881.670000 sec): 3 clusters
  Score: Raw -204992.206972 + Penalty 2438.748243 = -202553.458729
  nChanged 15
		SP:Iteration 21Q (41881.830000 sec): 3 clusters
  Score: Raw -205004.724962 + Penalty 2438.748243 = -202565.976719
  nChanged 20
		SP:Iteration 22Q (41881.990000 sec): 3 clusters
  Score: Raw -205022.303951 + Penalty 2438.748243 = -202583.555708
  nChanged 16
		SP:Iteration 23Q (41882.170000 sec): 3 clusters
  Score: Raw -205036.978373 + Penalty 2438.748243 = -202598.230130
  nChanged 17
		SP:Iteration 24Q (41882.310000 sec): 3 clusters
  Score: Raw -205056.120734 + Penalty 2438.748243 = -202617.372491
  nChanged 15
		SP:Iteration 25Q (41882.470000 sec): 3 clusters
  Score: Raw -205071.196483 + Penalty 2438.748243 = -202632.448241
  nChanged 21
		SP:Iteration 26Q (41882.630000 sec): 3 clusters
  Score: Raw -205089.356939 + Penalty 2438.748243 = -202650.608696
  nChanged 8
		SP:Iteration 27Q (41882.720000 sec): 3 clusters
  Score: Raw -205094.463018 + Penalty 2438.748243 = -202655.714776
  nChanged 7
		SP:Iteration 28Q (41882.850000 sec): 3 clusters
  Score: Raw -205099.449183 + Penalty 2438.748243 = -202660.700941
  nChanged 7
		SP:Iteration 29Q (41883.000000 sec): 3 clusters
  Score: Raw -205104.308792 + Penalty 2438.748243 = -202665.560550
  nChanged 6
		SP:Iteration 30Q (41883.130000 sec): 3 clusters
  Score: Raw -205107.892123 + Penalty 2438.748243 = -202669.143880
  nChanged 6
		SP:Iteration 31Q (41883.300000 sec): 3 clusters
  Score: Raw -205110.903619 + Penalty 2438.748243 = -202672.155377
  nChanged 6
		SP:Iteration 32Q (41883.440000 sec): 3 clusters
  Score: Raw -205115.363589 + Penalty 2438.748243 = -202676.615346
  nChanged 12
		SP:Iteration 33Q (41883.620000 sec): 3 clusters
  Score: Raw -205126.240917 + Penalty 2438.748243 = -202687.492674
  nChanged 9
		SP:Iteration 34Q (41883.750000 sec): 3 clusters
  Score: Raw -205134.886998 + Penalty 2438.748243 = -202696.138756
  nChanged 12
		SP:Iteration 35Q (41883.900000 sec): 3 clusters
  Score: Raw -205144.549112 + Penalty 2438.748243 = -202705.800869
  nChanged 12
		SP:Iteration 36Q (41884.050000 sec): 3 clusters
  Score: Raw -205154.721279 + Penalty 2438.748243 = -202715.973036
  nChanged 11
		SP:Iteration 37Q (41884.190000 sec): 3 clusters
  Score: Raw -205166.333550 + Penalty 2438.748243 = -202727.585307
  nChanged 20
		SP:Iteration 38Q (41884.340000 sec): 3 clusters
  Score: Raw -205187.854591 + Penalty 2438.748243 = -202749.106348
  nChanged 21
		SP:Iteration 39Q (41884.480000 sec): 3 clusters
  Score: Raw -205217.845274 + Penalty 2438.748243 = -202779.097032
  nChanged 32
		SP:Iteration 40F (41884.690000 sec): 3 clusters
  Score: Raw -205266.132463 + Penalty 2438.748243 = -202827.384220
  nChanged 37
		SP:Iteration 41Q (41884.820000 sec): 3 clusters
  Score: Raw -205345.286000 + Penalty 2438.748243 = -202906.537757
  nChanged 51
		SP:Iteration 42Q (41884.970000 sec): 3 clusters
  Score: Raw -205465.972577 + Penalty 2438.748243 = -203027.224334
  nChanged 51
		SP:Iteration 43Q (41885.120000 sec): 3 clusters
  Score: Raw -205583.546549 + Penalty 2438.748243 = -203144.798306
  nChanged 33
		SP:Iteration 44Q (41885.270000 sec): 3 clusters
  Score: Raw -205672.363171 + Penalty 2438.748243 = -203233.614928
  nChanged 37
		SP:Iteration 45Q (41885.420000 sec): 3 clusters
  Score: Raw -205754.127934 + Penalty 2438.748243 = -203315.379692
  nChanged 19
		SP:Iteration 46Q (41885.580000 sec): 3 clusters
  Score: Raw -205781.877251 + Penalty 2438.748243 = -203343.129008
  nChanged 9
		SP:Iteration 47Q (41885.710000 sec): 3 clusters
  Score: Raw -205794.942897 + Penalty 2438.748243 = -203356.194655
  nChanged 2
		SP:Iteration 48Q (41885.870000 sec): 3 clusters
  Score: Raw -205797.110385 + Penalty 2438.748243 = -203358.362142
  nChanged 1
		SP:Iteration 49Q (41886.010000 sec): 3 clusters
  Score: Raw -205797.787040 + Penalty 2438.748243 = -203359.038797
  nChanged 0
		SP:Iteration 50F (41886.140000 sec): 3 clusters
  Score: Raw -205797.787040 + Penalty 2438.748243 = -203359.038797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41886.250000 sec): 2 clusters
  Score: Raw -100137.278306 + Penalty 1102.474273 = -99034.804033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41886.420000 sec): 3 clusters
  Score: Raw -99945.921473 + Penalty 2204.948545 = -97740.972928
  nChanged 244
		SP:Iteration 1F (41886.580000 sec): 3 clusters
  Score: Raw -100184.881482 + Penalty 2204.948545 = -97979.932937
  nChanged 69
		SP:Iteration 2F (41886.780000 sec): 3 clusters
  Score: Raw -100305.157178 + Penalty 2204.948545 = -98100.208633
  nChanged 76
		SP:Iteration 3F (41886.910000 sec): 3 clusters
  Score: Raw -100433.485352 + Penalty 2204.948545 = -98228.536807
  nChanged 56
		SP:Iteration 4F (41887.050000 sec): 3 clusters
  Score: Raw -100566.601139 + Penalty 2204.948545 = -98361.652593
  nChanged 50
		SP:Iteration 5F (41887.210000 sec): 3 clusters
  Score: Raw -100660.939841 + Penalty 2204.948545 = -98455.991295
  nChanged 27
		SP:Iteration 6Q (41887.390000 sec): 3 clusters
  Score: Raw -100696.252470 + Penalty 2204.948545 = -98491.303924
  nChanged 19
		SP:Iteration 7Q (41887.540000 sec): 3 clusters
  Score: Raw -100732.632196 + Penalty 2204.948545 = -98527.683651
  nChanged 17
		SP:Iteration 8Q (41887.680000 sec): 3 clusters
  Score: Raw -100773.576007 + Penalty 2204.948545 = -98568.627462
  nChanged 12
		SP:Iteration 9Q (41887.820000 sec): 3 clusters
  Score: Raw -100789.080582 + Penalty 2204.948545 = -98584.132037
  nChanged 8
		SP:Iteration 10Q (41887.960000 sec): 3 clusters
  Score: Raw -100811.797280 + Penalty 2204.948545 = -98606.848734
  nChanged 9
		SP:Iteration 11Q (41888.070000 sec): 3 clusters
  Score: Raw -100837.229108 + Penalty 2204.948545 = -98632.280563
  nChanged 14
		SP:Iteration 12Q (41888.170000 sec): 3 clusters
  Score: Raw -100861.314321 + Penalty 2204.948545 = -98656.365776
  nChanged 13
		SP:Iteration 13Q (41888.300000 sec): 3 clusters
  Score: Raw -100878.598156 + Penalty 2204.948545 = -98673.649610
  nChanged 9
		SP:Iteration 14Q (41888.390000 sec): 3 clusters
  Score: Raw -100893.059641 + Penalty 2204.948545 = -98688.111096
  nChanged 1
		SP:Iteration 15Q (41888.480000 sec): 3 clusters
  Score: Raw -100901.370074 + Penalty 2204.948545 = -98696.421528
  nChanged 1
		SP:Iteration 16Q (41888.630000 sec): 3 clusters
  Score: Raw -100905.222577 + Penalty 2204.948545 = -98700.274032
  nChanged 1
		SP:Iteration 17Q (41888.700000 sec): 3 clusters
  Score: Raw -100908.444405 + Penalty 2204.948545 = -98703.495859
  nChanged 0
		SP:Iteration 18F (41888.870000 sec): 3 clusters
  Score: Raw -100920.324952 + Penalty 2204.948545 = -98715.376407
  nChanged 2
		SP:Iteration 19Q (41889.000000 sec): 3 clusters
  Score: Raw -100955.238166 + Penalty 2204.948545 = -98750.289621
  nChanged 12
		SP:Iteration 20F (41889.140000 sec): 3 clusters
  Score: Raw -101001.302098 + Penalty 2204.948545 = -98796.353553
  nChanged 13
		SP:Iteration 21Q (41889.290000 sec): 3 clusters
  Score: Raw -101026.395297 + Penalty 2204.948545 = -98821.446752
  nChanged 11
		SP:Iteration 22Q (41889.450000 sec): 3 clusters
  Score: Raw -101054.369023 + Penalty 2204.948545 = -98849.420477
  nChanged 6
		SP:Iteration 23Q (41889.540000 sec): 3 clusters
  Score: Raw -101061.171371 + Penalty 2204.948545 = -98856.222826
  nChanged 1
		SP:Iteration 24Q (41889.670000 sec): 3 clusters
  Score: Raw -101062.888206 + Penalty 2204.948545 = -98857.939661
  nChanged 2
		SP:Iteration 25Q (41889.840000 sec): 3 clusters
  Score: Raw -101065.067392 + Penalty 2204.948545 = -98860.118847
  nChanged 1
		SP:Iteration 26Q (41889.970000 sec): 3 clusters
  Score: Raw -101065.677344 + Penalty 2204.948545 = -98860.728798
  nChanged 0
		SP:Iteration 27F (41890.110000 sec): 3 clusters
  Score: Raw -101065.677344 + Penalty 2204.948545 = -98860.728798
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41890.190000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41890.360000 sec): 3 clusters
  Score: Raw -246691.328476 + Penalty 2487.848041 = -244203.480436
  nChanged 787
		SP:Iteration 1F (41890.530000 sec): 3 clusters
  Score: Raw -247186.246058 + Penalty 2487.848041 = -244698.398018
  nChanged 152
		SP:Iteration 2F (41890.640000 sec): 3 clusters
  Score: Raw -247293.367148 + Penalty 2487.848041 = -244805.519108
  nChanged 108
		SP:Iteration 3F (41890.800000 sec): 3 clusters
  Score: Raw -247376.579944 + Penalty 2487.848041 = -244888.731903
  nChanged 84
		SP:Iteration 4Q (41890.940000 sec): 3 clusters
  Score: Raw -247437.779250 + Penalty 2487.848041 = -244949.931209
  nChanged 67
		SP:Iteration 5Q (41891.120000 sec): 3 clusters
  Score: Raw -247483.116460 + Penalty 2487.848041 = -244995.268419
  nChanged 61
		SP:Iteration 6Q (41891.260000 sec): 3 clusters
  Score: Raw -247529.343357 + Penalty 2487.848041 = -245041.495316
  nChanged 56
		SP:Iteration 7Q (41891.450000 sec): 3 clusters
  Score: Raw -247567.578603 + Penalty 2487.848041 = -245079.730562
  nChanged 48
		SP:Iteration 8Q (41891.630000 sec): 3 clusters
  Score: Raw -247598.047640 + Penalty 2487.848041 = -245110.199599
  nChanged 32
		SP:Iteration 9Q (41891.760000 sec): 3 clusters
  Score: Raw -247622.525872 + Penalty 2487.848041 = -245134.677831
  nChanged 41
		SP:Iteration 10Q (41891.950000 sec): 3 clusters
  Score: Raw -247649.059860 + Penalty 2487.848041 = -245161.211820
  nChanged 39
		SP:Iteration 11Q (41892.140000 sec): 3 clusters
  Score: Raw -247671.261537 + Penalty 2487.848041 = -245183.413497
  nChanged 29
		SP:Iteration 12Q (41892.330000 sec): 3 clusters
  Score: Raw -247686.889976 + Penalty 2487.848041 = -245199.041935
  nChanged 27
		SP:Iteration 13Q (41892.450000 sec): 3 clusters
  Score: Raw -247702.810143 + Penalty 2487.848041 = -245214.962102
  nChanged 23
		SP:Iteration 14Q (41892.640000 sec): 3 clusters
  Score: Raw -247717.342472 + Penalty 2487.848041 = -245229.494432
  nChanged 25
		SP:Iteration 15Q (41892.770000 sec): 3 clusters
  Score: Raw -247732.311628 + Penalty 2487.848041 = -245244.463588
  nChanged 26
		SP:Iteration 16Q (41892.940000 sec): 3 clusters
  Score: Raw -247746.583376 + Penalty 2487.848041 = -245258.735335
  nChanged 16
		SP:Iteration 17Q (41893.110000 sec): 3 clusters
  Score: Raw -247756.129077 + Penalty 2487.848041 = -245268.281037
  nChanged 18
		SP:Iteration 18Q (41893.270000 sec): 3 clusters
  Score: Raw -247762.277152 + Penalty 2487.848041 = -245274.429112
  nChanged 16
		SP:Iteration 19Q (41893.440000 sec): 3 clusters
  Score: Raw -247771.262026 + Penalty 2487.848041 = -245283.413985
  nChanged 10
		SP:Iteration 20F (41893.550000 sec): 3 clusters
  Score: Raw -247778.162191 + Penalty 2487.848041 = -245290.314151
  nChanged 10
		SP:Iteration 21Q (41893.710000 sec): 3 clusters
  Score: Raw -247782.563921 + Penalty 2487.848041 = -245294.715881
  nChanged 7
		SP:Iteration 22Q (41893.890000 sec): 3 clusters
  Score: Raw -247786.537813 + Penalty 2487.848041 = -245298.689772
  nChanged 6
		SP:Iteration 23Q (41894.020000 sec): 3 clusters
  Score: Raw -247788.587251 + Penalty 2487.848041 = -245300.739210
  nChanged 6
		SP:Iteration 24Q (41894.180000 sec): 3 clusters
  Score: Raw -247790.458590 + Penalty 2487.848041 = -245302.610549
  nChanged 3
		SP:Iteration 25Q (41894.380000 sec): 3 clusters
  Score: Raw -247791.571472 + Penalty 2487.848041 = -245303.723431
  nChanged 2
		SP:Iteration 26Q (41894.510000 sec): 3 clusters
  Score: Raw -247792.148553 + Penalty 2487.848041 = -245304.300513
  nChanged 3
		SP:Iteration 27Q (41894.710000 sec): 3 clusters
  Score: Raw -247793.369288 + Penalty 2487.848041 = -245305.521247
  nChanged 2
		SP:Iteration 28Q (41894.840000 sec): 3 clusters
  Score: Raw -247795.818373 + Penalty 2487.848041 = -245307.970332
  nChanged 5
		SP:Iteration 29Q (41894.990000 sec): 3 clusters
  Score: Raw -247798.023374 + Penalty 2487.848041 = -245310.175334
  nChanged 3
		SP:Iteration 30Q (41895.160000 sec): 3 clusters
  Score: Raw -247799.318468 + Penalty 2487.848041 = -245311.470427
  nChanged 3
		SP:Iteration 31Q (41895.320000 sec): 3 clusters
  Score: Raw -247800.215511 + Penalty 2487.848041 = -245312.367470
  nChanged 1
		SP:Iteration 32Q (41895.490000 sec): 3 clusters
  Score: Raw -247800.279648 + Penalty 2487.848041 = -245312.431608
  nChanged 0
		SP:Iteration 33F (41895.660000 sec): 3 clusters
  Score: Raw -247800.279648 + Penalty 2487.848041 = -245312.431608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41895.830000 sec): 2 clusters
  Score: Raw -1797150.649151 + Penalty 1564.271105 = -1795586.378046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41896.060000 sec): 3 clusters
  Score: Raw -1788179.004091 + Penalty 3128.542210 = -1785050.461880
  nChanged 6792
		SP:Iteration 1F (41896.280000 sec): 3 clusters
  Score: Raw -1791926.306389 + Penalty 3128.542210 = -1788797.764179
  nChanged 964
		SP:Iteration 2F (41896.510000 sec): 3 clusters
  Score: Raw -1792374.400246 + Penalty 3128.542210 = -1789245.858035
  nChanged 894
		SP:Iteration 3F (41896.690000 sec): 3 clusters
  Score: Raw -1792864.653612 + Penalty 3128.542210 = -1789736.111402
  nChanged 898
		SP:Iteration 4F (41896.920000 sec): 3 clusters
  Score: Raw -1793357.674775 + Penalty 3128.542210 = -1790229.132565
  nChanged 799
		SP:Iteration 5F (41897.140000 sec): 3 clusters
  Score: Raw -1793824.561486 + Penalty 3128.542210 = -1790696.019275
  nChanged 777
		SP:Iteration 6F (41897.370000 sec): 3 clusters
  Score: Raw -1794276.458777 + Penalty 3128.542210 = -1791147.916567
  nChanged 725
		SP:Iteration 7Q (41897.590000 sec): 3 clusters
  Score: Raw -1794638.900732 + Penalty 3128.542210 = -1791510.358522
  nChanged 606
		SP:Iteration 8Q (41897.850000 sec): 3 clusters
  Score: Raw -1794932.957565 + Penalty 3128.542210 = -1791804.415355
  nChanged 484
		SP:Iteration 9Q (41898.090000 sec): 3 clusters
  Score: Raw -1795146.541250 + Penalty 3128.542210 = -1792017.999040
  nChanged 434
		SP:Iteration 10Q (41898.270000 sec): 3 clusters
  Score: Raw -1795344.643485 + Penalty 3128.542210 = -1792216.101275
  nChanged 405
		SP:Iteration 11Q (41898.520000 sec): 3 clusters
  Score: Raw -1795533.735061 + Penalty 3128.542210 = -1792405.192850
  nChanged 404
		SP:Iteration 12Q (41898.750000 sec): 3 clusters
  Score: Raw -1795735.252817 + Penalty 3128.542210 = -1792606.710607
  nChanged 397
		SP:Iteration 13Q (41899.030000 sec): 3 clusters
  Score: Raw -1795915.721794 + Penalty 3128.542210 = -1792787.179584
  nChanged 368
		SP:Iteration 14Q (41899.200000 sec): 3 clusters
  Score: Raw -1796088.849335 + Penalty 3128.542210 = -1792960.307124
  nChanged 354
		SP:Iteration 15Q (41899.460000 sec): 3 clusters
  Score: Raw -1796238.017495 + Penalty 3128.542210 = -1793109.475284
  nChanged 304
		SP:Iteration 16Q (41899.700000 sec): 3 clusters
  Score: Raw -1796369.653661 + Penalty 3128.542210 = -1793241.111451
  nChanged 288
		SP:Iteration 17Q (41899.910000 sec): 3 clusters
  Score: Raw -1796498.625163 + Penalty 3128.542210 = -1793370.082952
  nChanged 288
		SP:Iteration 18Q (41900.120000 sec): 3 clusters
  Score: Raw -1796648.712924 + Penalty 3128.542210 = -1793520.170713
  nChanged 255
		SP:Iteration 19Q (41900.330000 sec): 3 clusters
  Score: Raw -1796788.427147 + Penalty 3128.542210 = -1793659.884937
  nChanged 236
		SP:Iteration 20F (41900.530000 sec): 3 clusters
  Score: Raw -1796941.686015 + Penalty 3128.542210 = -1793813.143805
  nChanged 234
		SP:Iteration 21Q (41900.740000 sec): 3 clusters
  Score: Raw -1797122.453614 + Penalty 3128.542210 = -1793993.911404
  nChanged 193
		SP:Iteration 22Q (41900.980000 sec): 3 clusters
  Score: Raw -1797270.291602 + Penalty 3128.542210 = -1794141.749392
  nChanged 160
		SP:Iteration 23Q (41901.190000 sec): 3 clusters
  Score: Raw -1797375.502015 + Penalty 3128.542210 = -1794246.959804
  nChanged 142
		SP:Iteration 24Q (41901.400000 sec): 3 clusters
  Score: Raw -1797443.276290 + Penalty 3128.542210 = -1794314.734079
  nChanged 108
		SP:Iteration 25Q (41901.640000 sec): 3 clusters
  Score: Raw -1797485.579887 + Penalty 3128.542210 = -1794357.037676
  nChanged 76
		SP:Iteration 26Q (41901.830000 sec): 3 clusters
  Score: Raw -1797516.226891 + Penalty 3128.542210 = -1794387.684681
  nChanged 65
		SP:Iteration 27Q (41902.080000 sec): 3 clusters
  Score: Raw -1797541.556134 + Penalty 3128.542210 = -1794413.013924
  nChanged 59
		SP:Iteration 28Q (41902.290000 sec): 3 clusters
  Score: Raw -1797563.878948 + Penalty 3128.542210 = -1794435.336738
  nChanged 54
		SP:Iteration 29Q (41902.500000 sec): 3 clusters
  Score: Raw -1797585.682115 + Penalty 3128.542210 = -1794457.139905
  nChanged 54
		SP:Iteration 30Q (41902.700000 sec): 3 clusters
  Score: Raw -1797607.638248 + Penalty 3128.542210 = -1794479.096037
  nChanged 47
		SP:Iteration 31Q (41902.930000 sec): 3 clusters
  Score: Raw -1797623.776694 + Penalty 3128.542210 = -1794495.234484
  nChanged 42
		SP:Iteration 32Q (41903.170000 sec): 3 clusters
  Score: Raw -1797640.153604 + Penalty 3128.542210 = -1794511.611394
  nChanged 37
		SP:Iteration 33Q (41903.370000 sec): 3 clusters
  Score: Raw -1797653.522961 + Penalty 3128.542210 = -1794524.980750
  nChanged 34
		SP:Iteration 34Q (41903.630000 sec): 3 clusters
  Score: Raw -1797663.527008 + Penalty 3128.542210 = -1794534.984798
  nChanged 31
		SP:Iteration 35Q (41903.850000 sec): 3 clusters
  Score: Raw -1797671.637625 + Penalty 3128.542210 = -1794543.095414
  nChanged 26
		SP:Iteration 36Q (41904.040000 sec): 3 clusters
  Score: Raw -1797680.388937 + Penalty 3128.542210 = -1794551.846727
  nChanged 25
		SP:Iteration 37Q (41904.270000 sec): 3 clusters
  Score: Raw -1797688.676911 + Penalty 3128.542210 = -1794560.134700
  nChanged 20
		SP:Iteration 38Q (41904.490000 sec): 3 clusters
  Score: Raw -1797693.750220 + Penalty 3128.542210 = -1794565.208010
  nChanged 18
		SP:Iteration 39Q (41904.750000 sec): 3 clusters
  Score: Raw -1797698.341574 + Penalty 3128.542210 = -1794569.799364
  nChanged 15
		SP:Iteration 40F (41904.960000 sec): 3 clusters
  Score: Raw -1797702.088395 + Penalty 3128.542210 = -1794573.546184
  nChanged 11
		SP:Iteration 41Q (41905.180000 sec): 3 clusters
  Score: Raw -1797705.066075 + Penalty 3128.542210 = -1794576.523865
  nChanged 5
		SP:Iteration 42Q (41905.390000 sec): 3 clusters
  Score: Raw -1797706.440932 + Penalty 3128.542210 = -1794577.898721
  nChanged 6
		SP:Iteration 43Q (41905.590000 sec): 3 clusters
  Score: Raw -1797707.654406 + Penalty 3128.542210 = -1794579.112196
  nChanged 5
		SP:Iteration 44Q (41905.810000 sec): 3 clusters
  Score: Raw -1797708.561185 + Penalty 3128.542210 = -1794580.018975
  nChanged 1
		SP:Iteration 45Q (41906.000000 sec): 3 clusters
  Score: Raw -1797708.741992 + Penalty 3128.542210 = -1794580.199782
  nChanged 4
		SP:Iteration 46Q (41906.250000 sec): 3 clusters
  Score: Raw -1797709.303210 + Penalty 3128.542210 = -1794580.761000
  nChanged 0
		SP:Iteration 47F (41906.490000 sec): 3 clusters
  Score: Raw -1797709.303210 + Penalty 3128.542210 = -1794580.761000
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41906.600000 sec): 2 clusters
  Score: Raw -469686.364757 + Penalty 1348.107742 = -468338.257015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41906.810000 sec): 3 clusters
  Score: Raw -467743.329951 + Penalty 2696.215484 = -465047.114467
  nChanged 1535
		SP:Iteration 1F (41906.970000 sec): 3 clusters
  Score: Raw -468662.187894 + Penalty 2696.215484 = -465965.972410
  nChanged 359
		SP:Iteration 2F (41907.110000 sec): 3 clusters
  Score: Raw -468949.557378 + Penalty 2696.215484 = -466253.341895
  nChanged 264
		SP:Iteration 3F (41907.260000 sec): 3 clusters
  Score: Raw -469196.035060 + Penalty 2696.215484 = -466499.819576
  nChanged 244
		SP:Iteration 4F (41907.410000 sec): 3 clusters
  Score: Raw -469427.468122 + Penalty 2696.215484 = -466731.252638
  nChanged 207
		SP:Iteration 5F (41907.560000 sec): 3 clusters
  Score: Raw -469609.613170 + Penalty 2696.215484 = -466913.397687
  nChanged 210
		SP:Iteration 6F (41907.720000 sec): 3 clusters
  Score: Raw -469802.224340 + Penalty 2696.215484 = -467106.008856
  nChanged 194
		SP:Iteration 7Q (41907.870000 sec): 3 clusters
  Score: Raw -470048.617570 + Penalty 2696.215484 = -467352.402087
  nChanged 243
		SP:Iteration 8F (41908.020000 sec): 3 clusters
  Score: Raw -470374.153675 + Penalty 2696.215484 = -467677.938191
  nChanged 203
		SP:Iteration 9F (41908.170000 sec): 3 clusters
  Score: Raw -470639.870323 + Penalty 2696.215484 = -467943.654839
  nChanged 120
		SP:Iteration 10Q (41908.320000 sec): 3 clusters
  Score: Raw -470739.391961 + Penalty 2696.215484 = -468043.176477
  nChanged 74
		SP:Iteration 11Q (41908.480000 sec): 3 clusters
  Score: Raw -470787.875231 + Penalty 2696.215484 = -468091.659747
  nChanged 41
		SP:Iteration 12Q (41908.630000 sec): 3 clusters
  Score: Raw -470808.403655 + Penalty 2696.215484 = -468112.188171
  nChanged 36
		SP:Iteration 13Q (41908.800000 sec): 3 clusters
  Score: Raw -470822.007679 + Penalty 2696.215484 = -468125.792195
  nChanged 15
		SP:Iteration 14Q (41908.980000 sec): 3 clusters
  Score: Raw -470827.406023 + Penalty 2696.215484 = -468131.190539
  nChanged 16
		SP:Iteration 15Q (41909.130000 sec): 3 clusters
  Score: Raw -470833.457552 + Penalty 2696.215484 = -468137.242068
  nChanged 16
		SP:Iteration 16Q (41909.300000 sec): 3 clusters
  Score: Raw -470840.649524 + Penalty 2696.215484 = -468144.434040
  nChanged 22
		SP:Iteration 17Q (41909.430000 sec): 3 clusters
  Score: Raw -470849.829757 + Penalty 2696.215484 = -468153.614274
  nChanged 17
		SP:Iteration 18Q (41909.600000 sec): 3 clusters
  Score: Raw -470858.909423 + Penalty 2696.215484 = -468162.693939
  nChanged 18
		SP:Iteration 19Q (41909.760000 sec): 3 clusters
  Score: Raw -470864.079807 + Penalty 2696.215484 = -468167.864323
  nChanged 13
		SP:Iteration 20F (41909.910000 sec): 3 clusters
  Score: Raw -470868.019363 + Penalty 2696.215484 = -468171.803879
  nChanged 12
		SP:Iteration 21Q (41910.090000 sec): 3 clusters
  Score: Raw -470871.518722 + Penalty 2696.215484 = -468175.303238
  nChanged 10
		SP:Iteration 22Q (41910.260000 sec): 3 clusters
  Score: Raw -470874.211853 + Penalty 2696.215484 = -468177.996369
  nChanged 11
		SP:Iteration 23Q (41910.400000 sec): 3 clusters
  Score: Raw -470878.766858 + Penalty 2696.215484 = -468182.551374
  nChanged 7
		SP:Iteration 24Q (41910.550000 sec): 3 clusters
  Score: Raw -470880.477828 + Penalty 2696.215484 = -468184.262344
  nChanged 4
		SP:Iteration 25Q (41910.720000 sec): 3 clusters
  Score: Raw -470881.496523 + Penalty 2696.215484 = -468185.281039
  nChanged 2
		SP:Iteration 26Q (41910.880000 sec): 3 clusters
  Score: Raw -470881.602303 + Penalty 2696.215484 = -468185.386819
  nChanged 0
		SP:Iteration 27F (41911.020000 sec): 3 clusters
  Score: Raw -470881.602303 + Penalty 2696.215484 = -468185.386819
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41911.110000 sec): 2 clusters
  Score: Raw -446813.313583 + Penalty 1342.161957 = -445471.151626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41911.290000 sec): 3 clusters
  Score: Raw -444898.064642 + Penalty 2684.323913 = -442213.740728
  nChanged 1526
		SP:Iteration 1F (41911.450000 sec): 3 clusters
  Score: Raw -445778.360312 + Penalty 2684.323913 = -443094.036399
  nChanged 282
		SP:Iteration 2F (41911.620000 sec): 3 clusters
  Score: Raw -445977.438938 + Penalty 2684.323913 = -443293.115024
  nChanged 237
		SP:Iteration 3F (41911.740000 sec): 3 clusters
  Score: Raw -446150.428211 + Penalty 2684.323913 = -443466.104298
  nChanged 218
		SP:Iteration 4F (41911.900000 sec): 3 clusters
  Score: Raw -446320.320515 + Penalty 2684.323913 = -443635.996602
  nChanged 197
		SP:Iteration 5F (41912.030000 sec): 3 clusters
  Score: Raw -446498.545804 + Penalty 2684.323913 = -443814.221891
  nChanged 192
		SP:Iteration 6Q (41912.160000 sec): 3 clusters
  Score: Raw -446670.937115 + Penalty 2684.323913 = -443986.613201
  nChanged 178
		SP:Iteration 7Q (41912.310000 sec): 3 clusters
  Score: Raw -446872.949229 + Penalty 2684.323913 = -444188.625316
  nChanged 186
		SP:Iteration 8Q (41912.480000 sec): 3 clusters
  Score: Raw -447076.691054 + Penalty 2684.323913 = -444392.367140
  nChanged 159
		SP:Iteration 9Q (41912.660000 sec): 3 clusters
  Score: Raw -447245.796419 + Penalty 2684.323913 = -444561.472505
  nChanged 140
		SP:Iteration 10Q (41912.820000 sec): 3 clusters
  Score: Raw -447374.066298 + Penalty 2684.323913 = -444689.742385
  nChanged 113
		SP:Iteration 11Q (41912.950000 sec): 3 clusters
  Score: Raw -447450.213450 + Penalty 2684.323913 = -444765.889536
  nChanged 86
		SP:Iteration 12Q (41913.130000 sec): 3 clusters
  Score: Raw -447503.312215 + Penalty 2684.323913 = -444818.988302
  nChanged 64
		SP:Iteration 13Q (41913.250000 sec): 3 clusters
  Score: Raw -447542.124922 + Penalty 2684.323913 = -444857.801009
  nChanged 60
		SP:Iteration 14Q (41913.390000 sec): 3 clusters
  Score: Raw -447581.903860 + Penalty 2684.323913 = -444897.579947
  nChanged 52
		SP:Iteration 15Q (41913.580000 sec): 3 clusters
  Score: Raw -447614.819653 + Penalty 2684.323913 = -444930.495740
  nChanged 49
		SP:Iteration 16Q (41913.710000 sec): 3 clusters
  Score: Raw -447645.135993 + Penalty 2684.323913 = -444960.812080
  nChanged 37
		SP:Iteration 17Q (41913.870000 sec): 3 clusters
  Score: Raw -447665.434363 + Penalty 2684.323913 = -444981.110449
  nChanged 30
		SP:Iteration 18Q (41914.000000 sec): 3 clusters
  Score: Raw -447678.558747 + Penalty 2684.323913 = -444994.234834
  nChanged 24
		SP:Iteration 19Q (41914.180000 sec): 3 clusters
  Score: Raw -447686.891898 + Penalty 2684.323913 = -445002.567985
  nChanged 16
		SP:Iteration 20F (41914.320000 sec): 3 clusters
  Score: Raw -447690.996194 + Penalty 2684.323913 = -445006.672281
  nChanged 9
		SP:Iteration 21Q (41914.460000 sec): 3 clusters
  Score: Raw -447693.112774 + Penalty 2684.323913 = -445008.788860
  nChanged 9
		SP:Iteration 22Q (41914.640000 sec): 3 clusters
  Score: Raw -447696.448880 + Penalty 2684.323913 = -445012.124967
  nChanged 7
		SP:Iteration 23Q (41914.810000 sec): 3 clusters
  Score: Raw -447698.687779 + Penalty 2684.323913 = -445014.363865
  nChanged 6
		SP:Iteration 24Q (41915.010000 sec): 3 clusters
  Score: Raw -447700.232969 + Penalty 2684.323913 = -445015.909056
  nChanged 2
		SP:Iteration 25Q (41915.180000 sec): 3 clusters
  Score: Raw -447700.812141 + Penalty 2684.323913 = -445016.488228
  nChanged 4
		SP:Iteration 26Q (41915.340000 sec): 3 clusters
  Score: Raw -447701.391084 + Penalty 2684.323913 = -445017.067171
  nChanged 4
		SP:Iteration 27Q (41915.500000 sec): 3 clusters
  Score: Raw -447702.215913 + Penalty 2684.323913 = -445017.891999
  nChanged 7
		SP:Iteration 28Q (41915.660000 sec): 3 clusters
  Score: Raw -447704.396422 + Penalty 2684.323913 = -445020.072509
  nChanged 12
		SP:Iteration 29Q (41915.850000 sec): 3 clusters
  Score: Raw -447708.685844 + Penalty 2684.323913 = -445024.361931
  nChanged 8
		SP:Iteration 30Q (41916.030000 sec): 3 clusters
  Score: Raw -447710.884909 + Penalty 2684.323913 = -445026.560996
  nChanged 6
		SP:Iteration 31Q (41916.150000 sec): 3 clusters
  Score: Raw -447712.214233 + Penalty 2684.323913 = -445027.890319
  nChanged 6
		SP:Iteration 32Q (41916.270000 sec): 3 clusters
  Score: Raw -447713.389012 + Penalty 2684.323913 = -445029.065099
  nChanged 3
		SP:Iteration 33Q (41916.420000 sec): 3 clusters
  Score: Raw -447713.902431 + Penalty 2684.323913 = -445029.578518
  nChanged 1
		SP:Iteration 34Q (41916.570000 sec): 3 clusters
  Score: Raw -447714.400820 + Penalty 2684.323913 = -445030.076906
  nChanged 1
		SP:Iteration 35Q (41916.740000 sec): 3 clusters
  Score: Raw -447714.526993 + Penalty 2684.323913 = -445030.203079
  nChanged 2
		SP:Iteration 36Q (41916.910000 sec): 3 clusters
  Score: Raw -447715.001704 + Penalty 2684.323913 = -445030.677790
  nChanged 0
		SP:Iteration 37F (41917.030000 sec): 3 clusters
  Score: Raw -447715.001704 + Penalty 2684.323913 = -445030.677790
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41917.100000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41917.240000 sec): 3 clusters
  Score: Raw -13711.546640 + Penalty 1563.959915 = -12147.586724
  nChanged 8
		SP:Iteration 1F (41917.380000 sec): 3 clusters
  Score: Raw -13748.491974 + Penalty 1563.959915 = -12184.532059
  nChanged 5
		SP:Iteration 2Q (41917.530000 sec): 3 clusters
  Score: Raw -13789.719888 + Penalty 1563.959915 = -12225.759973
  nChanged 2
		SP:Iteration 3Q (41917.680000 sec): 3 clusters
  Score: Raw -13805.845184 + Penalty 1563.959915 = -12241.885268
  nChanged 0
		SP:Iteration 4F (41917.850000 sec): 3 clusters
  Score: Raw -13805.845184 + Penalty 1563.959915 = -12241.885268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41917.910000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41918.060000 sec): 3 clusters
  Score: Raw -59349.426364 + Penalty 2030.613934 = -57318.812430
  nChanged 118
		SP:Iteration 1F (41918.190000 sec): 3 clusters
  Score: Raw -59519.502374 + Penalty 2030.613934 = -57488.888440
  nChanged 37
		SP:Iteration 2F (41918.380000 sec): 3 clusters
  Score: Raw -59591.573486 + Penalty 2030.613934 = -57560.959552
  nChanged 7
		SP:Iteration 3Q (41918.490000 sec): 3 clusters
  Score: Raw -59612.258966 + Penalty 2030.613934 = -57581.645031
  nChanged 9
		SP:Iteration 4Q (41918.650000 sec): 3 clusters
  Score: Raw -59625.208169 + Penalty 2030.613934 = -57594.594235
  nChanged 7
		SP:Iteration 5Q (41918.820000 sec): 3 clusters
  Score: Raw -59634.560274 + Penalty 2030.613934 = -57603.946340
  nChanged 2
		SP:Iteration 6Q (41918.950000 sec): 3 clusters
  Score: Raw -59636.937851 + Penalty 2030.613934 = -57606.323917
  nChanged 0
		SP:Iteration 7F (41919.090000 sec): 3 clusters
  Score: Raw -59636.937851 + Penalty 2030.613934 = -57606.323917
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41919.170000 sec): 2 clusters
  Score: Raw -378208.659911 + Penalty 1315.782314 = -376892.877597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41919.320000 sec): 3 clusters
  Score: Raw -376689.758438 + Penalty 2631.564628 = -374058.193810
  nChanged 1259
		SP:Iteration 1F (41919.450000 sec): 3 clusters
  Score: Raw -377444.978787 + Penalty 2631.564628 = -374813.414160
  nChanged 242
		SP:Iteration 2F (41919.600000 sec): 3 clusters
  Score: Raw -377619.052358 + Penalty 2631.564628 = -374987.487730
  nChanged 185
		SP:Iteration 3F (41919.780000 sec): 3 clusters
  Score: Raw -377759.116092 + Penalty 2631.564628 = -375127.551464
  nChanged 175
		SP:Iteration 4F (41919.920000 sec): 3 clusters
  Score: Raw -377907.093242 + Penalty 2631.564628 = -375275.528614
  nChanged 197
		SP:Iteration 5F (41920.100000 sec): 3 clusters
  Score: Raw -378113.270721 + Penalty 2631.564628 = -375481.706093
  nChanged 206
		SP:Iteration 6F (41920.260000 sec): 3 clusters
  Score: Raw -378374.219090 + Penalty 2631.564628 = -375742.654463
  nChanged 213
		SP:Iteration 7F (41920.420000 sec): 3 clusters
  Score: Raw -378668.306761 + Penalty 2631.564628 = -376036.742133
  nChanged 204
		SP:Iteration 8F (41920.570000 sec): 3 clusters
  Score: Raw -378891.904375 + Penalty 2631.564628 = -376260.339747
  nChanged 123
		SP:Iteration 9Q (41920.730000 sec): 3 clusters
  Score: Raw -378982.477646 + Penalty 2631.564628 = -376350.913018
  nChanged 71
		SP:Iteration 10Q (41920.870000 sec): 3 clusters
  Score: Raw -379031.434632 + Penalty 2631.564628 = -376399.870004
  nChanged 58
		SP:Iteration 11Q (41921.020000 sec): 3 clusters
  Score: Raw -379058.947216 + Penalty 2631.564628 = -376427.382589
  nChanged 30
		SP:Iteration 12Q (41921.140000 sec): 3 clusters
  Score: Raw -379071.364981 + Penalty 2631.564628 = -376439.800354
  nChanged 14
		SP:Iteration 13Q (41921.300000 sec): 3 clusters
  Score: Raw -379077.854192 + Penalty 2631.564628 = -376446.289565
  nChanged 17
		SP:Iteration 14Q (41921.470000 sec): 3 clusters
  Score: Raw -379084.775253 + Penalty 2631.564628 = -376453.210625
  nChanged 17
		SP:Iteration 15Q (41921.640000 sec): 3 clusters
  Score: Raw -379092.017301 + Penalty 2631.564628 = -376460.452674
  nChanged 17
		SP:Iteration 16Q (41921.810000 sec): 3 clusters
  Score: Raw -379098.330635 + Penalty 2631.564628 = -376466.766008
  nChanged 14
		SP:Iteration 17Q (41921.940000 sec): 3 clusters
  Score: Raw -379103.587650 + Penalty 2631.564628 = -376472.023023
  nChanged 7
		SP:Iteration 18Q (41922.110000 sec): 3 clusters
  Score: Raw -379106.016451 + Penalty 2631.564628 = -376474.451824
  nChanged 9
		SP:Iteration 19Q (41922.270000 sec): 3 clusters
  Score: Raw -379108.709815 + Penalty 2631.564628 = -376477.145188
  nChanged 5
		SP:Iteration 20F (41922.430000 sec): 3 clusters
  Score: Raw -379110.116632 + Penalty 2631.564628 = -376478.552005
  nChanged 2
		SP:Iteration 21Q (41922.620000 sec): 3 clusters
  Score: Raw -379110.411779 + Penalty 2631.564628 = -376478.847152
  nChanged 1
		SP:Iteration 22Q (41922.730000 sec): 3 clusters
  Score: Raw -379110.730668 + Penalty 2631.564628 = -376479.166041
  nChanged 1
		SP:Iteration 23Q (41922.850000 sec): 3 clusters
  Score: Raw -379111.111241 + Penalty 2631.564628 = -376479.546614
  nChanged 2
		SP:Iteration 24Q (41922.960000 sec): 3 clusters
  Score: Raw -379111.616383 + Penalty 2631.564628 = -376480.051756
  nChanged 0
		SP:Iteration 25F (41923.050000 sec): 3 clusters
  Score: Raw -379111.616383 + Penalty 2631.564628 = -376480.051756
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41923.160000 sec): 2 clusters
  Score: Raw -113528.525953 + Penalty 1135.916681 = -112392.609271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41923.300000 sec): 3 clusters
  Score: Raw -113207.670756 + Penalty 2271.833363 = -110935.837393
  nChanged 327
		SP:Iteration 1F (41923.460000 sec): 3 clusters
  Score: Raw -113571.271896 + Penalty 2271.833363 = -111299.438534
  nChanged 110
		SP:Iteration 2F (41923.620000 sec): 3 clusters
  Score: Raw -113739.931176 + Penalty 2271.833363 = -111468.097813
  nChanged 73
		SP:Iteration 3F (41923.770000 sec): 3 clusters
  Score: Raw -113848.936337 + Penalty 2271.833363 = -111577.102975
  nChanged 56
		SP:Iteration 4F (41923.930000 sec): 3 clusters
  Score: Raw -113928.231481 + Penalty 2271.833363 = -111656.398119
  nChanged 46
		SP:Iteration 5Q (41924.100000 sec): 3 clusters
  Score: Raw -113983.662000 + Penalty 2271.833363 = -111711.828638
  nChanged 35
		SP:Iteration 6Q (41924.210000 sec): 3 clusters
  Score: Raw -114028.317145 + Penalty 2271.833363 = -111756.483782
  nChanged 31
		SP:Iteration 7Q (41924.340000 sec): 3 clusters
  Score: Raw -114062.669128 + Penalty 2271.833363 = -111790.835765
  nChanged 23
		SP:Iteration 8Q (41924.510000 sec): 3 clusters
  Score: Raw -114089.010717 + Penalty 2271.833363 = -111817.177354
  nChanged 17
		SP:Iteration 9Q (41924.670000 sec): 3 clusters
  Score: Raw -114103.691731 + Penalty 2271.833363 = -111831.858368
  nChanged 11
		SP:Iteration 10Q (41924.840000 sec): 3 clusters
  Score: Raw -114112.372931 + Penalty 2271.833363 = -111840.539569
  nChanged 6
		SP:Iteration 11Q (41925.000000 sec): 3 clusters
  Score: Raw -114118.444874 + Penalty 2271.833363 = -111846.611511
  nChanged 6
		SP:Iteration 12Q (41925.120000 sec): 3 clusters
  Score: Raw -114126.659649 + Penalty 2271.833363 = -111854.826286
  nChanged 6
		SP:Iteration 13Q (41925.240000 sec): 3 clusters
  Score: Raw -114133.769935 + Penalty 2271.833363 = -111861.936573
  nChanged 3
		SP:Iteration 14Q (41925.380000 sec): 3 clusters
  Score: Raw -114138.140167 + Penalty 2271.833363 = -111866.306805
  nChanged 2
		SP:Iteration 15Q (41925.540000 sec): 3 clusters
  Score: Raw -114139.728700 + Penalty 2271.833363 = -111867.895337
  nChanged 2
		SP:Iteration 16Q (41925.650000 sec): 3 clusters
  Score: Raw -114144.055603 + Penalty 2271.833363 = -111872.222240
  nChanged 4
		SP:Iteration 17Q (41925.790000 sec): 3 clusters
  Score: Raw -114152.398330 + Penalty 2271.833363 = -111880.564968
  nChanged 4
		SP:Iteration 18Q (41925.940000 sec): 3 clusters
  Score: Raw -114155.233345 + Penalty 2271.833363 = -111883.399982
  nChanged 4
		SP:Iteration 19Q (41926.100000 sec): 3 clusters
  Score: Raw -114157.177894 + Penalty 2271.833363 = -111885.344531
  nChanged 1
		SP:Iteration 20F (41926.260000 sec): 3 clusters
  Score: Raw -114157.769106 + Penalty 2271.833363 = -111885.935743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41926.350000 sec): 2 clusters
  Score: Raw -261475.465822 + Penalty 1250.264815 = -260225.201007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41926.480000 sec): 3 clusters
  Score: Raw -260508.512368 + Penalty 2500.529631 = -258007.982737
  nChanged 808
		SP:Iteration 1F (41926.660000 sec): 3 clusters
  Score: Raw -261036.622904 + Penalty 2500.529631 = -258536.093273
  nChanged 181
		SP:Iteration 2F (41926.820000 sec): 3 clusters
  Score: Raw -261181.531352 + Penalty 2500.529631 = -258681.001722
  nChanged 115
		SP:Iteration 3F (41927.010000 sec): 3 clusters
  Score: Raw -261245.462700 + Penalty 2500.529631 = -258744.933069
  nChanged 59
		SP:Iteration 4Q (41927.140000 sec): 3 clusters
  Score: Raw -261278.991439 + Penalty 2500.529631 = -258778.461808
  nChanged 45
		SP:Iteration 5Q (41927.310000 sec): 3 clusters
  Score: Raw -261300.710717 + Penalty 2500.529631 = -258800.181086
  nChanged 28
		SP:Iteration 6Q (41927.460000 sec): 3 clusters
  Score: Raw -261313.826841 + Penalty 2500.529631 = -258813.297210
  nChanged 18
		SP:Iteration 7Q (41927.640000 sec): 3 clusters
  Score: Raw -261321.994930 + Penalty 2500.529631 = -258821.465299
  nChanged 16
		SP:Iteration 8Q (41927.770000 sec): 3 clusters
  Score: Raw -261331.509275 + Penalty 2500.529631 = -258830.979645
  nChanged 13
		SP:Iteration 9Q (41927.930000 sec): 3 clusters
  Score: Raw -261337.256824 + Penalty 2500.529631 = -258836.727193
  nChanged 10
		SP:Iteration 10Q (41928.100000 sec): 3 clusters
  Score: Raw -261340.428114 + Penalty 2500.529631 = -258839.898483
  nChanged 10
		SP:Iteration 11Q (41928.300000 sec): 3 clusters
  Score: Raw -261344.266546 + Penalty 2500.529631 = -258843.736915
  nChanged 6
		SP:Iteration 12Q (41928.470000 sec): 3 clusters
  Score: Raw -261346.548224 + Penalty 2500.529631 = -258846.018593
  nChanged 4
		SP:Iteration 13Q (41928.660000 sec): 3 clusters
  Score: Raw -261347.756666 + Penalty 2500.529631 = -258847.227035
  nChanged 6
		SP:Iteration 14Q (41928.790000 sec): 3 clusters
  Score: Raw -261349.704919 + Penalty 2500.529631 = -258849.175288
  nChanged 7
		SP:Iteration 15Q (41928.960000 sec): 3 clusters
  Score: Raw -261352.188255 + Penalty 2500.529631 = -258851.658624
  nChanged 4
		SP:Iteration 16Q (41929.090000 sec): 3 clusters
  Score: Raw -261354.191001 + Penalty 2500.529631 = -258853.661370
  nChanged 2
		SP:Iteration 17Q (41929.250000 sec): 3 clusters
  Score: Raw -261355.013899 + Penalty 2500.529631 = -258854.484268
  nChanged 1
		SP:Iteration 18Q (41929.410000 sec): 3 clusters
  Score: Raw -261355.206658 + Penalty 2500.529631 = -258854.677027
  nChanged 0
		SP:Iteration 19F (41929.580000 sec): 3 clusters
  Score: Raw -261355.206658 + Penalty 2500.529631 = -258854.677027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41929.690000 sec): 2 clusters
  Score: Raw -310770.580250 + Penalty 1283.250257 = -309487.329994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41929.820000 sec): 3 clusters
  Score: Raw -309554.900965 + Penalty 2566.500513 = -306988.400452
  nChanged 986
		SP:Iteration 1F (41930.000000 sec): 3 clusters
  Score: Raw -310188.741299 + Penalty 2566.500513 = -307622.240786
  nChanged 201
		SP:Iteration 2F (41930.180000 sec): 3 clusters
  Score: Raw -310349.790697 + Penalty 2566.500513 = -307783.290183
  nChanged 160
		SP:Iteration 3F (41930.300000 sec): 3 clusters
  Score: Raw -310470.133634 + Penalty 2566.500513 = -307903.633120
  nChanged 126
		SP:Iteration 4Q (41930.380000 sec): 3 clusters
  Score: Raw -310579.384137 + Penalty 2566.500513 = -308012.883624
  nChanged 131
		SP:Iteration 5Q (41930.500000 sec): 3 clusters
  Score: Raw -310684.069441 + Penalty 2566.500513 = -308117.568928
  nChanged 128
		SP:Iteration 6Q (41930.640000 sec): 3 clusters
  Score: Raw -310806.523106 + Penalty 2566.500513 = -308240.022593
  nChanged 113
		SP:Iteration 7Q (41930.850000 sec): 3 clusters
  Score: Raw -310910.860171 + Penalty 2566.500513 = -308344.359658
  nChanged 107
		SP:Iteration 8Q (41930.980000 sec): 3 clusters
  Score: Raw -310994.048565 + Penalty 2566.500513 = -308427.548052
  nChanged 84
		SP:Iteration 9Q (41931.140000 sec): 3 clusters
  Score: Raw -311061.290042 + Penalty 2566.500513 = -308494.789529
  nChanged 66
		SP:Iteration 10Q (41931.310000 sec): 3 clusters
  Score: Raw -311101.572799 + Penalty 2566.500513 = -308535.072286
  nChanged 46
		SP:Iteration 11Q (41931.420000 sec): 3 clusters
  Score: Raw -311126.937825 + Penalty 2566.500513 = -308560.437311
  nChanged 37
		SP:Iteration 12Q (41931.540000 sec): 3 clusters
  Score: Raw -311146.787823 + Penalty 2566.500513 = -308580.287310
  nChanged 23
		SP:Iteration 13Q (41931.730000 sec): 3 clusters
  Score: Raw -311157.597636 + Penalty 2566.500513 = -308591.097122
  nChanged 17
		SP:Iteration 14Q (41931.920000 sec): 3 clusters
  Score: Raw -311163.521165 + Penalty 2566.500513 = -308597.020652
  nChanged 14
		SP:Iteration 15Q (41932.080000 sec): 3 clusters
  Score: Raw -311169.479260 + Penalty 2566.500513 = -308602.978747
  nChanged 10
		SP:Iteration 16Q (41932.260000 sec): 3 clusters
  Score: Raw -311174.327361 + Penalty 2566.500513 = -308607.826847
  nChanged 13
		SP:Iteration 17Q (41932.430000 sec): 3 clusters
  Score: Raw -311179.688222 + Penalty 2566.500513 = -308613.187709
  nChanged 4
		SP:Iteration 18Q (41932.570000 sec): 3 clusters
  Score: Raw -311182.271760 + Penalty 2566.500513 = -308615.771247
  nChanged 4
		SP:Iteration 19Q (41932.700000 sec): 3 clusters
  Score: Raw -311183.668249 + Penalty 2566.500513 = -308617.167735
  nChanged 7
		SP:Iteration 20F (41932.850000 sec): 3 clusters
  Score: Raw -311187.481721 + Penalty 2566.500513 = -308620.981208
  nChanged 4
		SP:Iteration 21Q (41933.050000 sec): 3 clusters
  Score: Raw -311188.409006 + Penalty 2566.500513 = -308621.908493
  nChanged 3
		SP:Iteration 22Q (41933.170000 sec): 3 clusters
  Score: Raw -311189.700708 + Penalty 2566.500513 = -308623.200195
  nChanged 2
		SP:Iteration 23Q (41933.330000 sec): 3 clusters
  Score: Raw -311190.415222 + Penalty 2566.500513 = -308623.914708
  nChanged 1
		SP:Iteration 24Q (41933.490000 sec): 3 clusters
  Score: Raw -311190.807095 + Penalty 2566.500513 = -308624.306582
  nChanged 0
		SP:Iteration 25F (41933.650000 sec): 3 clusters
  Score: Raw -311190.807095 + Penalty 2566.500513 = -308624.306582
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41933.770000 sec): 2 clusters
  Score: Raw -589236.471708 + Penalty 1382.476357 = -587853.995350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41933.940000 sec): 3 clusters
  Score: Raw -586664.843711 + Penalty 2764.952715 = -583899.890997
  nChanged 2027
		SP:Iteration 1F (41934.110000 sec): 3 clusters
  Score: Raw -587844.568903 + Penalty 2764.952715 = -585079.616188
  nChanged 372
		SP:Iteration 2F (41934.300000 sec): 3 clusters
  Score: Raw -588046.321440 + Penalty 2764.952715 = -585281.368725
  nChanged 289
		SP:Iteration 3F (41934.460000 sec): 3 clusters
  Score: Raw -588245.538586 + Penalty 2764.952715 = -585480.585871
  nChanged 263
		SP:Iteration 4F (41934.670000 sec): 3 clusters
  Score: Raw -588430.051366 + Penalty 2764.952715 = -585665.098651
  nChanged 237
		SP:Iteration 5Q (41934.870000 sec): 3 clusters
  Score: Raw -588595.906823 + Penalty 2764.952715 = -585830.954109
  nChanged 225
		SP:Iteration 6Q (41935.040000 sec): 3 clusters
  Score: Raw -588747.664937 + Penalty 2764.952715 = -585982.712222
  nChanged 202
		SP:Iteration 7Q (41935.250000 sec): 3 clusters
  Score: Raw -588875.494494 + Penalty 2764.952715 = -586110.541780
  nChanged 189
		SP:Iteration 8Q (41935.390000 sec): 3 clusters
  Score: Raw -588995.088751 + Penalty 2764.952715 = -586230.136036
  nChanged 165
		SP:Iteration 9Q (41935.550000 sec): 3 clusters
  Score: Raw -589090.443314 + Penalty 2764.952715 = -586325.490599
  nChanged 146
		SP:Iteration 10Q (41935.720000 sec): 3 clusters
  Score: Raw -589169.184289 + Penalty 2764.952715 = -586404.231574
  nChanged 132
		SP:Iteration 11Q (41935.860000 sec): 3 clusters
  Score: Raw -589234.396940 + Penalty 2764.952715 = -586469.444225
  nChanged 92
		SP:Iteration 12Q (41936.080000 sec): 3 clusters
  Score: Raw -589270.162796 + Penalty 2764.952715 = -586505.210081
  nChanged 75
		SP:Iteration 13Q (41936.220000 sec): 3 clusters
  Score: Raw -589299.331872 + Penalty 2764.952715 = -586534.379158
  nChanged 60
		SP:Iteration 14Q (41936.460000 sec): 3 clusters
  Score: Raw -589323.815400 + Penalty 2764.952715 = -586558.862685
  nChanged 63
		SP:Iteration 15Q (41936.650000 sec): 3 clusters
  Score: Raw -589346.669990 + Penalty 2764.952715 = -586581.717275
  nChanged 56
		SP:Iteration 16Q (41936.850000 sec): 3 clusters
  Score: Raw -589368.259284 + Penalty 2764.952715 = -586603.306570
  nChanged 46
		SP:Iteration 17Q (41937.020000 sec): 3 clusters
  Score: Raw -589383.777305 + Penalty 2764.952715 = -586618.824591
  nChanged 27
		SP:Iteration 18Q (41937.170000 sec): 3 clusters
  Score: Raw -589390.661085 + Penalty 2764.952715 = -586625.708371
  nChanged 14
		SP:Iteration 19Q (41937.340000 sec): 3 clusters
  Score: Raw -589394.213248 + Penalty 2764.952715 = -586629.260533
  nChanged 10
		SP:Iteration 20F (41937.500000 sec): 3 clusters
  Score: Raw -589396.593007 + Penalty 2764.952715 = -586631.640293
  nChanged 10
		SP:Iteration 21Q (41937.640000 sec): 3 clusters
  Score: Raw -589398.398781 + Penalty 2764.952715 = -586633.446066
  nChanged 8
		SP:Iteration 22Q (41937.790000 sec): 3 clusters
  Score: Raw -589400.069321 + Penalty 2764.952715 = -586635.116606
  nChanged 5
		SP:Iteration 23Q (41937.950000 sec): 3 clusters
  Score: Raw -589400.906830 + Penalty 2764.952715 = -586635.954115
  nChanged 3
		SP:Iteration 24Q (41938.080000 sec): 3 clusters
  Score: Raw -589401.520565 + Penalty 2764.952715 = -586636.567851
  nChanged 1
		SP:Iteration 25Q (41938.250000 sec): 3 clusters
  Score: Raw -589401.639924 + Penalty 2764.952715 = -586636.687210
  nChanged 1
		SP:Iteration 26Q (41938.390000 sec): 3 clusters
  Score: Raw -589401.803106 + Penalty 2764.952715 = -586636.850391
  nChanged 1
		SP:Iteration 27Q (41938.530000 sec): 3 clusters
  Score: Raw -589402.546139 + Penalty 2764.952715 = -586637.593424
  nChanged 3
		SP:Iteration 28Q (41938.680000 sec): 3 clusters
  Score: Raw -589403.801107 + Penalty 2764.952715 = -586638.848392
  nChanged 7
		SP:Iteration 29Q (41938.790000 sec): 3 clusters
  Score: Raw -589405.305391 + Penalty 2764.952715 = -586640.352676
  nChanged 6
		SP:Iteration 30Q (41938.940000 sec): 3 clusters
  Score: Raw -589407.067285 + Penalty 2764.952715 = -586642.114571
  nChanged 5
		SP:Iteration 31Q (41939.140000 sec): 3 clusters
  Score: Raw -589408.662663 + Penalty 2764.952715 = -586643.709949
  nChanged 11
		SP:Iteration 32Q (41939.310000 sec): 3 clusters
  Score: Raw -589410.991259 + Penalty 2764.952715 = -586646.038544
  nChanged 8
		SP:Iteration 33Q (41939.460000 sec): 3 clusters
  Score: Raw -589413.192297 + Penalty 2764.952715 = -586648.239582
  nChanged 9
		SP:Iteration 34Q (41939.670000 sec): 3 clusters
  Score: Raw -589415.266873 + Penalty 2764.952715 = -586650.314158
  nChanged 7
		SP:Iteration 35Q (41939.820000 sec): 3 clusters
  Score: Raw -589417.003539 + Penalty 2764.952715 = -586652.050824
  nChanged 9
		SP:Iteration 36Q (41940.000000 sec): 3 clusters
  Score: Raw -589419.580132 + Penalty 2764.952715 = -586654.627418
  nChanged 11
		SP:Iteration 37Q (41940.180000 sec): 3 clusters
  Score: Raw -589422.238890 + Penalty 2764.952715 = -586657.286175
  nChanged 7
		SP:Iteration 38Q (41940.380000 sec): 3 clusters
  Score: Raw -589424.127410 + Penalty 2764.952715 = -586659.174696
  nChanged 7
		SP:Iteration 39Q (41940.510000 sec): 3 clusters
  Score: Raw -589425.465818 + Penalty 2764.952715 = -586660.513103
  nChanged 8
		SP:Iteration 40F (41940.690000 sec): 3 clusters
  Score: Raw -589427.401512 + Penalty 2764.952715 = -586662.448797
  nChanged 4
		SP:Iteration 41Q (41940.880000 sec): 3 clusters
  Score: Raw -589428.146565 + Penalty 2764.952715 = -586663.193850
  nChanged 2
		SP:Iteration 42Q (41941.020000 sec): 3 clusters
  Score: Raw -589428.746562 + Penalty 2764.952715 = -586663.793848
  nChanged 2
		SP:Iteration 43Q (41941.240000 sec): 3 clusters
  Score: Raw -589429.238203 + Penalty 2764.952715 = -586664.285488
  nChanged 2
		SP:Iteration 44Q (41941.370000 sec): 3 clusters
  Score: Raw -589429.678122 + Penalty 2764.952715 = -586664.725408
  nChanged 1
		SP:Iteration 45Q (41941.490000 sec): 3 clusters
  Score: Raw -589429.953550 + Penalty 2764.952715 = -586665.000836
  nChanged 2
		SP:Iteration 46Q (41941.630000 sec): 3 clusters
  Score: Raw -589430.238177 + Penalty 2764.952715 = -586665.285463
  nChanged 0
		SP:Iteration 47F (41941.790000 sec): 3 clusters
  Score: Raw -589430.238177 + Penalty 2764.952715 = -586665.285463
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41941.880000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41942.020000 sec): 3 clusters
  Score: Raw -45403.983388 + Penalty 1952.864285 = -43451.119102
  nChanged 90
		SP:Iteration 1F (41942.120000 sec): 3 clusters
  Score: Raw -45537.041312 + Penalty 1952.864285 = -43584.177027
  nChanged 22
		SP:Iteration 2F (41942.270000 sec): 3 clusters
  Score: Raw -45611.289880 + Penalty 1952.864285 = -43658.425595
  nChanged 19
		SP:Iteration 3Q (41942.410000 sec): 3 clusters
  Score: Raw -45701.706939 + Penalty 1952.864285 = -43748.842654
  nChanged 21
		SP:Iteration 4F (41942.580000 sec): 3 clusters
  Score: Raw -45779.078213 + Penalty 1952.864285 = -43826.213928
  nChanged 19
		SP:Iteration 5Q (41942.690000 sec): 3 clusters
  Score: Raw -45864.688443 + Penalty 1952.864285 = -43911.824158
  nChanged 15
		SP:Iteration 6Q (41942.820000 sec): 3 clusters
  Score: Raw -45917.985743 + Penalty 1952.864285 = -43965.121458
  nChanged 12
		SP:Iteration 7Q (41942.930000 sec): 3 clusters
  Score: Raw -45951.828505 + Penalty 1952.864285 = -43998.964220
  nChanged 13
		SP:Iteration 8Q (41943.080000 sec): 3 clusters
  Score: Raw -46003.910689 + Penalty 1952.864285 = -44051.046404
  nChanged 10
		SP:Iteration 9Q (41943.250000 sec): 3 clusters
  Score: Raw -46038.616105 + Penalty 1952.864285 = -44085.751820
  nChanged 11
		SP:Iteration 10Q (41943.410000 sec): 3 clusters
  Score: Raw -46097.033730 + Penalty 1952.864285 = -44144.169445
  nChanged 4
		SP:Iteration 11Q (41943.570000 sec): 3 clusters
  Score: Raw -46112.570889 + Penalty 1952.864285 = -44159.706603
  nChanged 5
		SP:Iteration 12Q (41943.710000 sec): 3 clusters
  Score: Raw -46129.250860 + Penalty 1952.864285 = -44176.386574
  nChanged 1
		SP:Iteration 13Q (41943.810000 sec): 3 clusters
  Score: Raw -46131.438278 + Penalty 1952.864285 = -44178.573993
  nChanged 1
		SP:Iteration 14Q (41943.900000 sec): 3 clusters
  Score: Raw -46136.544658 + Penalty 1952.864285 = -44183.680373
  nChanged 1
		SP:Iteration 15Q (41943.990000 sec): 3 clusters
  Score: Raw -46140.400737 + Penalty 1952.864285 = -44187.536452
  nChanged 0
		SP:Iteration 16F (41944.080000 sec): 3 clusters
  Score: Raw -46140.400737 + Penalty 1952.864285 = -44187.536452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41944.200000 sec): 2 clusters
  Score: Raw -92508.182905 + Penalty 1085.230594 = -91422.952311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41944.340000 sec): 3 clusters
  Score: Raw -92279.619073 + Penalty 2170.461187 = -90109.157886
  nChanged 220
		SP:Iteration 1F (41944.470000 sec): 3 clusters
  Score: Raw -92512.119196 + Penalty 2170.461187 = -90341.658009
  nChanged 67
		SP:Iteration 2F (41944.650000 sec): 3 clusters
  Score: Raw -92603.767072 + Penalty 2170.461187 = -90433.305885
  nChanged 34
		SP:Iteration 3Q (41944.790000 sec): 3 clusters
  Score: Raw -92667.568878 + Penalty 2170.461187 = -90497.107691
  nChanged 25
		SP:Iteration 4Q (41944.890000 sec): 3 clusters
  Score: Raw -92715.989073 + Penalty 2170.461187 = -90545.527885
  nChanged 28
		SP:Iteration 5Q (41944.980000 sec): 3 clusters
  Score: Raw -92772.073484 + Penalty 2170.461187 = -90601.612297
  nChanged 29
		SP:Iteration 6Q (41945.080000 sec): 3 clusters
  Score: Raw -92821.010666 + Penalty 2170.461187 = -90650.549478
  nChanged 26
		SP:Iteration 7Q (41945.180000 sec): 3 clusters
  Score: Raw -92855.411662 + Penalty 2170.461187 = -90684.950475
  nChanged 17
		SP:Iteration 8Q (41945.280000 sec): 3 clusters
  Score: Raw -92886.110627 + Penalty 2170.461187 = -90715.649440
  nChanged 29
		SP:Iteration 9Q (41945.410000 sec): 3 clusters
  Score: Raw -92945.099481 + Penalty 2170.461187 = -90774.638293
  nChanged 27
		SP:Iteration 10Q (41945.570000 sec): 3 clusters
  Score: Raw -93011.303510 + Penalty 2170.461187 = -90840.842323
  nChanged 25
		SP:Iteration 11Q (41945.730000 sec): 3 clusters
  Score: Raw -93083.314548 + Penalty 2170.461187 = -90912.853361
  nChanged 28
		SP:Iteration 12Q (41945.870000 sec): 3 clusters
  Score: Raw -93217.282252 + Penalty 2170.461187 = -91046.821065
  nChanged 25
		SP:Iteration 13Q (41945.970000 sec): 3 clusters
  Score: Raw -93398.674906 + Penalty 2170.461187 = -91228.213719
  nChanged 14
		SP:Iteration 14Q (41946.060000 sec): 3 clusters
  Score: Raw -93432.272925 + Penalty 2170.461187 = -91261.811737
  nChanged 11
		SP:Iteration 15Q (41946.150000 sec): 3 clusters
  Score: Raw -93464.948649 + Penalty 2170.461187 = -91294.487462
  nChanged 6
		SP:Iteration 16Q (41946.240000 sec): 3 clusters
  Score: Raw -93479.335469 + Penalty 2170.461187 = -91308.874282
  nChanged 2
		SP:Iteration 17Q (41946.340000 sec): 3 clusters
  Score: Raw -93488.379088 + Penalty 2170.461187 = -91317.917900
  nChanged 3
		SP:Iteration 18Q (41946.460000 sec): 3 clusters
  Score: Raw -93497.347765 + Penalty 2170.461187 = -91326.886578
  nChanged 2
		SP:Iteration 19Q (41946.660000 sec): 3 clusters
  Score: Raw -93504.709695 + Penalty 2170.461187 = -91334.248508
  nChanged 2
		SP:Iteration 20F (41946.860000 sec): 3 clusters
  Score: Raw -93513.867885 + Penalty 2170.461187 = -91343.406698
  nChanged 2
		SP:Iteration 21Q (41946.990000 sec): 3 clusters
  Score: Raw -93532.496840 + Penalty 2170.461187 = -91362.035653
  nChanged 3
		SP:Iteration 22Q (41947.190000 sec): 3 clusters
  Score: Raw -93551.352095 + Penalty 2170.461187 = -91380.890908
  nChanged 2
		SP:Iteration 23Q (41947.340000 sec): 3 clusters
  Score: Raw -93558.265515 + Penalty 2170.461187 = -91387.804327
  nChanged 2
		SP:Iteration 24Q (41947.540000 sec): 3 clusters
  Score: Raw -93568.818612 + Penalty 2170.461187 = -91398.357425
  nChanged 1
		SP:Iteration 25Q (41947.700000 sec): 3 clusters
  Score: Raw -93572.820330 + Penalty 2170.461187 = -91402.359143
  nChanged 1
		SP:Iteration 26Q (41947.790000 sec): 3 clusters
  Score: Raw -93577.109313 + Penalty 2170.461187 = -91406.648126
  nChanged 0
		SP:Iteration 27F (41947.890000 sec): 3 clusters
  Score: Raw -93577.109313 + Penalty 2170.461187 = -91406.648126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41948.000000 sec): 2 clusters
  Score: Raw -451773.920985 + Penalty 1342.246045 = -450431.674940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41948.180000 sec): 3 clusters
  Score: Raw -449850.482097 + Penalty 2684.492089 = -447165.990008
  nChanged 1512
		SP:Iteration 1F (41948.360000 sec): 3 clusters
  Score: Raw -450839.829775 + Penalty 2684.492089 = -448155.337686
  nChanged 362
		SP:Iteration 2F (41948.540000 sec): 3 clusters
  Score: Raw -451152.340618 + Penalty 2684.492089 = -448467.848529
  nChanged 290
		SP:Iteration 3F (41948.730000 sec): 3 clusters
  Score: Raw -451455.591682 + Penalty 2684.492089 = -448771.099592
  nChanged 266
		SP:Iteration 4F (41948.890000 sec): 3 clusters
  Score: Raw -451741.105394 + Penalty 2684.492089 = -449056.613304
  nChanged 245
		SP:Iteration 5F (41949.070000 sec): 3 clusters
  Score: Raw -451977.976652 + Penalty 2684.492089 = -449293.484562
  nChanged 189
		SP:Iteration 6Q (41949.260000 sec): 3 clusters
  Score: Raw -452159.566306 + Penalty 2684.492089 = -449475.074216
  nChanged 164
		SP:Iteration 7Q (41949.410000 sec): 3 clusters
  Score: Raw -452301.502186 + Penalty 2684.492089 = -449617.010097
  nChanged 127
		SP:Iteration 8Q (41949.560000 sec): 3 clusters
  Score: Raw -452394.998788 + Penalty 2684.492089 = -449710.506699
  nChanged 94
		SP:Iteration 9Q (41949.680000 sec): 3 clusters
  Score: Raw -452445.613005 + Penalty 2684.492089 = -449761.120915
  nChanged 64
		SP:Iteration 10Q (41949.870000 sec): 3 clusters
  Score: Raw -452480.002775 + Penalty 2684.492089 = -449795.510686
  nChanged 53
		SP:Iteration 11Q (41950.050000 sec): 3 clusters
  Score: Raw -452509.893108 + Penalty 2684.492089 = -449825.401019
  nChanged 46
		SP:Iteration 12Q (41950.190000 sec): 3 clusters
  Score: Raw -452531.323676 + Penalty 2684.492089 = -449846.831586
  nChanged 38
		SP:Iteration 13Q (41950.400000 sec): 3 clusters
  Score: Raw -452545.982228 + Penalty 2684.492089 = -449861.490138
  nChanged 29
		SP:Iteration 14Q (41950.570000 sec): 3 clusters
  Score: Raw -452557.954110 + Penalty 2684.492089 = -449873.462020
  nChanged 22
		SP:Iteration 15Q (41950.710000 sec): 3 clusters
  Score: Raw -452568.862038 + Penalty 2684.492089 = -449884.369948
  nChanged 26
		SP:Iteration 16Q (41950.880000 sec): 3 clusters
  Score: Raw -452580.813252 + Penalty 2684.492089 = -449896.321163
  nChanged 25
		SP:Iteration 17Q (41950.970000 sec): 3 clusters
  Score: Raw -452591.683884 + Penalty 2684.492089 = -449907.191795
  nChanged 22
		SP:Iteration 18Q (41951.070000 sec): 3 clusters
  Score: Raw -452599.585899 + Penalty 2684.492089 = -449915.093809
  nChanged 15
		SP:Iteration 19Q (41951.190000 sec): 3 clusters
  Score: Raw -452606.446039 + Penalty 2684.492089 = -449921.953949
  nChanged 23
		SP:Iteration 20F (41951.270000 sec): 3 clusters
  Score: Raw -452618.843349 + Penalty 2684.492089 = -449934.351260
  nChanged 26
		SP:Iteration 21Q (41951.430000 sec): 3 clusters
  Score: Raw -452632.560599 + Penalty 2684.492089 = -449948.068510
  nChanged 27
		SP:Iteration 22Q (41951.630000 sec): 3 clusters
  Score: Raw -452651.158014 + Penalty 2684.492089 = -449966.665924
  nChanged 30
		SP:Iteration 23Q (41951.830000 sec): 3 clusters
  Score: Raw -452669.382847 + Penalty 2684.492089 = -449984.890757
  nChanged 35
		SP:Iteration 24Q (41952.010000 sec): 3 clusters
  Score: Raw -452689.182937 + Penalty 2684.492089 = -450004.690847
  nChanged 32
		SP:Iteration 25Q (41952.150000 sec): 3 clusters
  Score: Raw -452706.212791 + Penalty 2684.492089 = -450021.720702
  nChanged 30
		SP:Iteration 26Q (41952.310000 sec): 3 clusters
  Score: Raw -452725.932978 + Penalty 2684.492089 = -450041.440889
  nChanged 38
		SP:Iteration 27Q (41952.470000 sec): 3 clusters
  Score: Raw -452745.954287 + Penalty 2684.492089 = -450061.462198
  nChanged 33
		SP:Iteration 28Q (41952.640000 sec): 3 clusters
  Score: Raw -452762.966855 + Penalty 2684.492089 = -450078.474766
  nChanged 34
		SP:Iteration 29Q (41952.730000 sec): 3 clusters
  Score: Raw -452781.204614 + Penalty 2684.492089 = -450096.712524
  nChanged 35
		SP:Iteration 30Q (41952.840000 sec): 3 clusters
  Score: Raw -452801.661334 + Penalty 2684.492089 = -450117.169245
  nChanged 32
		SP:Iteration 31Q (41953.020000 sec): 3 clusters
  Score: Raw -452823.879946 + Penalty 2684.492089 = -450139.387857
  nChanged 38
		SP:Iteration 32Q (41953.180000 sec): 3 clusters
  Score: Raw -452848.219957 + Penalty 2684.492089 = -450163.727868
  nChanged 34
		SP:Iteration 33Q (41953.350000 sec): 3 clusters
  Score: Raw -452866.761034 + Penalty 2684.492089 = -450182.268945
  nChanged 29
		SP:Iteration 34Q (41953.490000 sec): 3 clusters
  Score: Raw -452881.609875 + Penalty 2684.492089 = -450197.117785
  nChanged 30
		SP:Iteration 35Q (41953.600000 sec): 3 clusters
  Score: Raw -452898.343971 + Penalty 2684.492089 = -450213.851882
  nChanged 30
		SP:Iteration 36Q (41953.720000 sec): 3 clusters
  Score: Raw -452917.824230 + Penalty 2684.492089 = -450233.332141
  nChanged 39
		SP:Iteration 37Q (41953.840000 sec): 3 clusters
  Score: Raw -452946.176310 + Penalty 2684.492089 = -450261.684220
  nChanged 41
		SP:Iteration 38Q (41953.960000 sec): 3 clusters
  Score: Raw -452966.579656 + Penalty 2684.492089 = -450282.087567
  nChanged 33
		SP:Iteration 39Q (41954.110000 sec): 3 clusters
  Score: Raw -452980.349039 + Penalty 2684.492089 = -450295.856949
  nChanged 21
		SP:Iteration 40F (41954.250000 sec): 3 clusters
  Score: Raw -452990.426974 + Penalty 2684.492089 = -450305.934885
  nChanged 22
		SP:Iteration 41Q (41954.440000 sec): 3 clusters
  Score: Raw -453000.476337 + Penalty 2684.492089 = -450315.984247
  nChanged 27
		SP:Iteration 42Q (41954.580000 sec): 3 clusters
  Score: Raw -453012.322527 + Penalty 2684.492089 = -450327.830437
  nChanged 25
		SP:Iteration 43Q (41954.680000 sec): 3 clusters
  Score: Raw -453023.785079 + Penalty 2684.492089 = -450339.292990
  nChanged 26
		SP:Iteration 44Q (41954.860000 sec): 3 clusters
  Score: Raw -453032.562352 + Penalty 2684.492089 = -450348.070263
  nChanged 18
		SP:Iteration 45Q (41955.000000 sec): 3 clusters
  Score: Raw -453038.033614 + Penalty 2684.492089 = -450353.541525
  nChanged 14
		SP:Iteration 46Q (41955.170000 sec): 3 clusters
  Score: Raw -453044.058485 + Penalty 2684.492089 = -450359.566395
  nChanged 15
		SP:Iteration 47Q (41955.330000 sec): 3 clusters
  Score: Raw -453048.411643 + Penalty 2684.492089 = -450363.919553
  nChanged 11
		SP:Iteration 48Q (41955.460000 sec): 3 clusters
  Score: Raw -453051.912353 + Penalty 2684.492089 = -450367.420264
  nChanged 11
		SP:Iteration 49Q (41955.590000 sec): 3 clusters
  Score: Raw -453055.520688 + Penalty 2684.492089 = -450371.028599
  nChanged 11
		SP:Iteration 50Q (41955.720000 sec): 3 clusters
  Score: Raw -453058.978213 + Penalty 2684.492089 = -450374.486124
  nChanged 7
		SP:Iteration 51Q (41955.840000 sec): 3 clusters
  Score: Raw -453061.541393 + Penalty 2684.492089 = -450377.049303
  nChanged 9
		SP:Iteration 52Q (41955.960000 sec): 3 clusters
  Score: Raw -453065.297698 + Penalty 2684.492089 = -450380.805609
  nChanged 10
		SP:Iteration 53Q (41956.070000 sec): 3 clusters
  Score: Raw -453068.206345 + Penalty 2684.492089 = -450383.714256
  nChanged 4
		SP:Iteration 54Q (41956.220000 sec): 3 clusters
  Score: Raw -453069.334939 + Penalty 2684.492089 = -450384.842850
  nChanged 3
		SP:Iteration 55Q (41956.390000 sec): 3 clusters
  Score: Raw -453070.529131 + Penalty 2684.492089 = -450386.037042
  nChanged 3
		SP:Iteration 56Q (41956.560000 sec): 3 clusters
  Score: Raw -453071.096506 + Penalty 2684.492089 = -450386.604417
  nChanged 1
		SP:Iteration 57Q (41956.720000 sec): 3 clusters
  Score: Raw -453071.234172 + Penalty 2684.492089 = -450386.742083
  nChanged 1
		SP:Iteration 58Q (41956.890000 sec): 3 clusters
  Score: Raw -453071.368560 + Penalty 2684.492089 = -450386.876471
  nChanged 2
		SP:Iteration 59Q (41957.060000 sec): 3 clusters
  Score: Raw -453071.605863 + Penalty 2684.492089 = -450387.113774
  nChanged 2
		SP:Iteration 60F (41957.200000 sec): 3 clusters
  Score: Raw -453072.520666 + Penalty 2684.492089 = -450388.028577
  nChanged 1
		SP:Iteration 61Q (41957.360000 sec): 3 clusters
  Score: Raw -453072.809298 + Penalty 2684.492089 = -450388.317209
  nChanged 0
		SP:Iteration 62F (41957.530000 sec): 3 clusters
  Score: Raw -453072.809298 + Penalty 2684.492089 = -450388.317209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41957.630000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41957.770000 sec): 3 clusters
  Score: Raw -30590.850384 + Penalty 1835.916627 = -28754.933757
  nChanged 49
		SP:Iteration 1F (41957.950000 sec): 3 clusters
  Score: Raw -30742.691942 + Penalty 1835.916627 = -28906.775314
  nChanged 18
		SP:Iteration 2F (41958.080000 sec): 3 clusters
  Score: Raw -30834.901677 + Penalty 1835.916627 = -28998.985050
  nChanged 7
		SP:Iteration 3Q (41958.270000 sec): 3 clusters
  Score: Raw -30881.201686 + Penalty 1835.916627 = -29045.285059
  nChanged 8
		SP:Iteration 4Q (41958.430000 sec): 3 clusters
  Score: Raw -30909.643060 + Penalty 1835.916627 = -29073.726432
  nChanged 4
		SP:Iteration 5Q (41958.600000 sec): 3 clusters
  Score: Raw -30929.086868 + Penalty 1835.916627 = -29093.170241
  nChanged 9
		SP:Iteration 6Q (41958.770000 sec): 3 clusters
  Score: Raw -30973.409620 + Penalty 1835.916627 = -29137.492992
  nChanged 4
		SP:Iteration 7Q (41958.910000 sec): 3 clusters
  Score: Raw -31018.294593 + Penalty 1835.916627 = -29182.377966
  nChanged 6
		SP:Iteration 8Q (41959.060000 sec): 3 clusters
  Score: Raw -31045.803673 + Penalty 1835.916627 = -29209.887045
  nChanged 3
		SP:Iteration 9Q (41959.230000 sec): 3 clusters
  Score: Raw -31058.564355 + Penalty 1835.916627 = -29222.647728
  nChanged 3
		SP:Iteration 10Q (41959.400000 sec): 3 clusters
  Score: Raw -31076.429099 + Penalty 1835.916627 = -29240.512472
  nChanged 2
		SP:Iteration 11Q (41959.490000 sec): 3 clusters
  Score: Raw -31084.754588 + Penalty 1835.916627 = -29248.837960
  nChanged 2
		SP:Iteration 12Q (41959.660000 sec): 3 clusters
  Score: Raw -31094.051755 + Penalty 1835.916627 = -29258.135127
  nChanged 2
		SP:Iteration 13Q (41959.780000 sec): 3 clusters
  Score: Raw -31100.784233 + Penalty 1835.916627 = -29264.867606
  nChanged 0
		SP:Iteration 14F (41959.950000 sec): 3 clusters
  Score: Raw -31100.784233 + Penalty 1835.916627 = -29264.867606
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41960.040000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41960.190000 sec): 3 clusters
  Score: Raw -61328.338621 + Penalty 2036.222894 = -59292.115727
  nChanged 124
		SP:Iteration 1F (41960.360000 sec): 3 clusters
  Score: Raw -61476.565580 + Penalty 2036.222894 = -59440.342686
  nChanged 32
		SP:Iteration 2F (41960.490000 sec): 3 clusters
  Score: Raw -61515.724918 + Penalty 2036.222894 = -59479.502024
  nChanged 9
		SP:Iteration 3Q (41960.580000 sec): 3 clusters
  Score: Raw -61525.589081 + Penalty 2036.222894 = -59489.366186
  nChanged 4
		SP:Iteration 4Q (41960.720000 sec): 3 clusters
  Score: Raw -61529.366522 + Penalty 2036.222894 = -59493.143628
  nChanged 2
		SP:Iteration 5Q (41960.850000 sec): 3 clusters
  Score: Raw -61534.105350 + Penalty 2036.222894 = -59497.882456
  nChanged 4
		SP:Iteration 6Q (41960.940000 sec): 3 clusters
  Score: Raw -61538.587389 + Penalty 2036.222894 = -59502.364495
  nChanged 1
		SP:Iteration 7Q (41961.080000 sec): 3 clusters
  Score: Raw -61540.556735 + Penalty 2036.222894 = -59504.333841
  nChanged 1
		SP:Iteration 8Q (41961.210000 sec): 3 clusters
  Score: Raw -61543.099064 + Penalty 2036.222894 = -59506.876170
  nChanged 2
		SP:Iteration 9Q (41961.380000 sec): 3 clusters
  Score: Raw -61547.733979 + Penalty 2036.222894 = -59511.511084
  nChanged 1
		SP:Iteration 10Q (41961.540000 sec): 3 clusters
  Score: Raw -61549.069198 + Penalty 2036.222894 = -59512.846304
  nChanged 1
		SP:Iteration 11Q (41961.680000 sec): 3 clusters
  Score: Raw -61549.515154 + Penalty 2036.222894 = -59513.292260
  nChanged 0
		SP:Iteration 12F (41961.800000 sec): 3 clusters
  Score: Raw -61549.515154 + Penalty 2036.222894 = -59513.292260
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41961.920000 sec): 2 clusters
  Score: Raw -262903.095087 + Penalty 1245.608767 = -261657.486320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41962.040000 sec): 3 clusters
  Score: Raw -261968.703821 + Penalty 2491.217534 = -259477.486287
  nChanged 769
		SP:Iteration 1F (41962.120000 sec): 3 clusters
  Score: Raw -262435.099748 + Penalty 2491.217534 = -259943.882214
  nChanged 141
		SP:Iteration 2F (41962.210000 sec): 3 clusters
  Score: Raw -262519.363391 + Penalty 2491.217534 = -260028.145857
  nChanged 86
		SP:Iteration 3Q (41962.300000 sec): 3 clusters
  Score: Raw -262575.266396 + Penalty 2491.217534 = -260084.048862
  nChanged 59
		SP:Iteration 4Q (41962.390000 sec): 3 clusters
  Score: Raw -262609.415613 + Penalty 2491.217534 = -260118.198079
  nChanged 46
		SP:Iteration 5Q (41962.550000 sec): 3 clusters
  Score: Raw -262639.565371 + Penalty 2491.217534 = -260148.347838
  nChanged 37
		SP:Iteration 6Q (41962.680000 sec): 3 clusters
  Score: Raw -262663.064884 + Penalty 2491.217534 = -260171.847351
  nChanged 38
		SP:Iteration 7Q (41962.850000 sec): 3 clusters
  Score: Raw -262684.550911 + Penalty 2491.217534 = -260193.333377
  nChanged 25
		SP:Iteration 8Q (41962.990000 sec): 3 clusters
  Score: Raw -262696.217840 + Penalty 2491.217534 = -260205.000307
  nChanged 21
		SP:Iteration 9Q (41963.080000 sec): 3 clusters
  Score: Raw -262708.453478 + Penalty 2491.217534 = -260217.235945
  nChanged 23
		SP:Iteration 10Q (41963.170000 sec): 3 clusters
  Score: Raw -262721.725729 + Penalty 2491.217534 = -260230.508196
  nChanged 21
		SP:Iteration 11Q (41963.260000 sec): 3 clusters
  Score: Raw -262734.810645 + Penalty 2491.217534 = -260243.593112
  nChanged 22
		SP:Iteration 12Q (41963.370000 sec): 3 clusters
  Score: Raw -262744.373695 + Penalty 2491.217534 = -260253.156161
  nChanged 19
		SP:Iteration 13Q (41963.530000 sec): 3 clusters
  Score: Raw -262755.140812 + Penalty 2491.217534 = -260263.923278
  nChanged 20
		SP:Iteration 14Q (41963.680000 sec): 3 clusters
  Score: Raw -262766.522076 + Penalty 2491.217534 = -260275.304542
  nChanged 25
		SP:Iteration 15Q (41963.780000 sec): 3 clusters
  Score: Raw -262776.786552 + Penalty 2491.217534 = -260285.569018
  nChanged 7
		SP:Iteration 16Q (41963.950000 sec): 3 clusters
  Score: Raw -262779.028846 + Penalty 2491.217534 = -260287.811313
  nChanged 3
		SP:Iteration 17Q (41964.070000 sec): 3 clusters
  Score: Raw -262780.344659 + Penalty 2491.217534 = -260289.127125
  nChanged 1
		SP:Iteration 18Q (41964.150000 sec): 3 clusters
  Score: Raw -262780.667537 + Penalty 2491.217534 = -260289.450003
  nChanged 2
		SP:Iteration 19Q (41964.250000 sec): 3 clusters
  Score: Raw -262781.654688 + Penalty 2491.217534 = -260290.437155
  nChanged 1
		SP:Iteration 20F (41964.340000 sec): 3 clusters
  Score: Raw -262782.074316 + Penalty 2491.217534 = -260290.856783
  nChanged 1
		SP:Iteration 21Q (41964.410000 sec): 3 clusters
  Score: Raw -262782.316149 + Penalty 2491.217534 = -260291.098615
  nChanged 0
		SP:Iteration 22F (41964.510000 sec): 3 clusters
  Score: Raw -262782.316149 + Penalty 2491.217534 = -260291.098615
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41964.640000 sec): 2 clusters
  Score: Raw -994446.274035 + Penalty 1467.319339 = -992978.954696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41964.840000 sec): 3 clusters
  Score: Raw -989864.421055 + Penalty 2934.638678 = -986929.782376
  nChanged 3496
		SP:Iteration 1F (41965.010000 sec): 3 clusters
  Score: Raw -991868.000493 + Penalty 2934.638678 = -988933.361815
  nChanged 584
		SP:Iteration 2F (41965.220000 sec): 3 clusters
  Score: Raw -992194.377351 + Penalty 2934.638678 = -989259.738673
  nChanged 492
		SP:Iteration 3F (41965.400000 sec): 3 clusters
  Score: Raw -992481.964088 + Penalty 2934.638678 = -989547.325410
  nChanged 465
		SP:Iteration 4F (41965.630000 sec): 3 clusters
  Score: Raw -992791.475621 + Penalty 2934.638678 = -989856.836943
  nChanged 474
		SP:Iteration 5F (41965.790000 sec): 3 clusters
  Score: Raw -993089.040370 + Penalty 2934.638678 = -990154.401692
  nChanged 431
		SP:Iteration 6F (41965.960000 sec): 3 clusters
  Score: Raw -993382.692624 + Penalty 2934.638678 = -990448.053946
  nChanged 373
		SP:Iteration 7Q (41966.100000 sec): 3 clusters
  Score: Raw -993627.145081 + Penalty 2934.638678 = -990692.506403
  nChanged 308
		SP:Iteration 8Q (41966.310000 sec): 3 clusters
  Score: Raw -993843.095698 + Penalty 2934.638678 = -990908.457020
  nChanged 270
		SP:Iteration 9Q (41966.480000 sec): 3 clusters
  Score: Raw -994038.195012 + Penalty 2934.638678 = -991103.556334
  nChanged 242
		SP:Iteration 10Q (41966.660000 sec): 3 clusters
  Score: Raw -994217.596864 + Penalty 2934.638678 = -991282.958185
  nChanged 176
		SP:Iteration 11Q (41966.840000 sec): 3 clusters
  Score: Raw -994318.508533 + Penalty 2934.638678 = -991383.869855
  nChanged 136
		SP:Iteration 12Q (41967.060000 sec): 3 clusters
  Score: Raw -994388.000021 + Penalty 2934.638678 = -991453.361343
  nChanged 111
		SP:Iteration 13Q (41967.250000 sec): 3 clusters
  Score: Raw -994453.596267 + Penalty 2934.638678 = -991518.957588
  nChanged 102
		SP:Iteration 14Q (41967.460000 sec): 3 clusters
  Score: Raw -994514.515127 + Penalty 2934.638678 = -991579.876448
  nChanged 103
		SP:Iteration 15Q (41967.630000 sec): 3 clusters
  Score: Raw -994581.224201 + Penalty 2934.638678 = -991646.585523
  nChanged 100
		SP:Iteration 16Q (41967.850000 sec): 3 clusters
  Score: Raw -994641.451409 + Penalty 2934.638678 = -991706.812731
  nChanged 92
		SP:Iteration 17Q (41968.010000 sec): 3 clusters
  Score: Raw -994698.534769 + Penalty 2934.638678 = -991763.896091
  nChanged 87
		SP:Iteration 18Q (41968.200000 sec): 3 clusters
  Score: Raw -994757.796999 + Penalty 2934.638678 = -991823.158321
  nChanged 77
		SP:Iteration 19Q (41968.350000 sec): 3 clusters
  Score: Raw -994827.695963 + Penalty 2934.638678 = -991893.057285
  nChanged 71
		SP:Iteration 20F (41968.520000 sec): 3 clusters
  Score: Raw -994891.548931 + Penalty 2934.638678 = -991956.910252
  nChanged 74
		SP:Iteration 21Q (41968.720000 sec): 3 clusters
  Score: Raw -994942.785599 + Penalty 2934.638678 = -992008.146920
  nChanged 55
		SP:Iteration 22Q (41968.900000 sec): 3 clusters
  Score: Raw -994973.602974 + Penalty 2934.638678 = -992038.964295
  nChanged 34
		SP:Iteration 23Q (41969.110000 sec): 3 clusters
  Score: Raw -994993.503717 + Penalty 2934.638678 = -992058.865039
  nChanged 26
		SP:Iteration 24Q (41969.310000 sec): 3 clusters
  Score: Raw -995003.644853 + Penalty 2934.638678 = -992069.006175
  nChanged 24
		SP:Iteration 25Q (41969.510000 sec): 3 clusters
  Score: Raw -995012.950530 + Penalty 2934.638678 = -992078.311852
  nChanged 19
		SP:Iteration 26Q (41969.690000 sec): 3 clusters
  Score: Raw -995020.951667 + Penalty 2934.638678 = -992086.312989
  nChanged 20
		SP:Iteration 27Q (41969.830000 sec): 3 clusters
  Score: Raw -995028.226841 + Penalty 2934.638678 = -992093.588163
  nChanged 14
		SP:Iteration 28Q (41969.970000 sec): 3 clusters
  Score: Raw -995034.224383 + Penalty 2934.638678 = -992099.585705
  nChanged 14
		SP:Iteration 29Q (41970.210000 sec): 3 clusters
  Score: Raw -995039.356838 + Penalty 2934.638678 = -992104.718160
  nChanged 12
		SP:Iteration 30Q (41970.430000 sec): 3 clusters
  Score: Raw -995045.285881 + Penalty 2934.638678 = -992110.647202
  nChanged 16
		SP:Iteration 31Q (41970.560000 sec): 3 clusters
  Score: Raw -995052.271704 + Penalty 2934.638678 = -992117.633026
  nChanged 10
		SP:Iteration 32Q (41970.800000 sec): 3 clusters
  Score: Raw -995056.241875 + Penalty 2934.638678 = -992121.603197
  nChanged 10
		SP:Iteration 33Q (41970.950000 sec): 3 clusters
  Score: Raw -995059.321848 + Penalty 2934.638678 = -992124.683170
  nChanged 9
		SP:Iteration 34Q (41971.140000 sec): 3 clusters
  Score: Raw -995063.358353 + Penalty 2934.638678 = -992128.719675
  nChanged 7
		SP:Iteration 35Q (41971.340000 sec): 3 clusters
  Score: Raw -995064.736176 + Penalty 2934.638678 = -992130.097498
  nChanged 4
		SP:Iteration 36Q (41971.530000 sec): 3 clusters
  Score: Raw -995066.442061 + Penalty 2934.638678 = -992131.803383
  nChanged 4
		SP:Iteration 37Q (41971.690000 sec): 3 clusters
  Score: Raw -995067.632938 + Penalty 2934.638678 = -992132.994260
  nChanged 2
		SP:Iteration 38Q (41971.940000 sec): 3 clusters
  Score: Raw -995068.189025 + Penalty 2934.638678 = -992133.550347
  nChanged 3
		SP:Iteration 39Q (41972.100000 sec): 3 clusters
  Score: Raw -995069.291907 + Penalty 2934.638678 = -992134.653229
  nChanged 2
		SP:Iteration 40F (41972.300000 sec): 3 clusters
  Score: Raw -995070.361021 + Penalty 2934.638678 = -992135.722342
  nChanged 1
		SP:Iteration 41Q (41972.530000 sec): 3 clusters
  Score: Raw -995070.517349 + Penalty 2934.638678 = -992135.878671
  nChanged 1
		SP:Iteration 42Q (41972.700000 sec): 3 clusters
  Score: Raw -995070.643550 + Penalty 2934.638678 = -992136.004872
  nChanged 0
		SP:Iteration 43F (41972.910000 sec): 3 clusters
  Score: Raw -995070.643550 + Penalty 2934.638678 = -992136.004872
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41972.990000 sec): 2 clusters
  Score: Raw -680492.792872 + Penalty 1405.392994 = -679087.399878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41973.190000 sec): 3 clusters
  Score: Raw -677520.145325 + Penalty 2810.785988 = -674709.359338
  nChanged 2244
		SP:Iteration 1F (41973.380000 sec): 3 clusters
  Score: Raw -678678.486193 + Penalty 2810.785988 = -675867.700206
  nChanged 384
		SP:Iteration 2F (41973.470000 sec): 3 clusters
  Score: Raw -678886.484517 + Penalty 2810.785988 = -676075.698529
  nChanged 298
		SP:Iteration 3F (41973.640000 sec): 3 clusters
  Score: Raw -679035.436870 + Penalty 2810.785988 = -676224.650883
  nChanged 240
		SP:Iteration 4Q (41973.830000 sec): 3 clusters
  Score: Raw -679177.162870 + Penalty 2810.785988 = -676366.376883
  nChanged 278
		SP:Iteration 5Q (41974.020000 sec): 3 clusters
  Score: Raw -679357.261865 + Penalty 2810.785988 = -676546.475878
  nChanged 286
		SP:Iteration 6F (41974.200000 sec): 3 clusters
  Score: Raw -679548.755775 + Penalty 2810.785988 = -676737.969788
  nChanged 321
		SP:Iteration 7F (41974.380000 sec): 3 clusters
  Score: Raw -679791.052505 + Penalty 2810.785988 = -676980.266517
  nChanged 303
		SP:Iteration 8F (41974.570000 sec): 3 clusters
  Score: Raw -680017.755060 + Penalty 2810.785988 = -677206.969072
  nChanged 265
		SP:Iteration 9Q (41974.740000 sec): 3 clusters
  Score: Raw -680222.768605 + Penalty 2810.785988 = -677411.982618
  nChanged 223
		SP:Iteration 10Q (41974.900000 sec): 3 clusters
  Score: Raw -680386.230342 + Penalty 2810.785988 = -677575.444354
  nChanged 173
		SP:Iteration 11Q (41975.060000 sec): 3 clusters
  Score: Raw -680511.723405 + Penalty 2810.785988 = -677700.937418
  nChanged 123
		SP:Iteration 12Q (41975.260000 sec): 3 clusters
  Score: Raw -680584.099266 + Penalty 2810.785988 = -677773.313278
  nChanged 81
		SP:Iteration 13Q (41975.410000 sec): 3 clusters
  Score: Raw -680622.696081 + Penalty 2810.785988 = -677811.910093
  nChanged 53
		SP:Iteration 14Q (41975.620000 sec): 3 clusters
  Score: Raw -680654.180898 + Penalty 2810.785988 = -677843.394910
  nChanged 49
		SP:Iteration 15Q (41975.780000 sec): 3 clusters
  Score: Raw -680681.124047 + Penalty 2810.785988 = -677870.338060
  nChanged 39
		SP:Iteration 16Q (41975.930000 sec): 3 clusters
  Score: Raw -680704.147487 + Penalty 2810.785988 = -677893.361499
  nChanged 35
		SP:Iteration 17Q (41976.090000 sec): 3 clusters
  Score: Raw -680719.641288 + Penalty 2810.785988 = -677908.855301
  nChanged 18
		SP:Iteration 18Q (41976.300000 sec): 3 clusters
  Score: Raw -680727.512992 + Penalty 2810.785988 = -677916.727005
  nChanged 15
		SP:Iteration 19Q (41976.450000 sec): 3 clusters
  Score: Raw -680733.170036 + Penalty 2810.785988 = -677922.384049
  nChanged 13
		SP:Iteration 20F (41976.610000 sec): 3 clusters
  Score: Raw -680740.589906 + Penalty 2810.785988 = -677929.803918
  nChanged 19
		SP:Iteration 21Q (41976.780000 sec): 3 clusters
  Score: Raw -680749.243211 + Penalty 2810.785988 = -677938.457223
  nChanged 15
		SP:Iteration 22Q (41976.940000 sec): 3 clusters
  Score: Raw -680756.544480 + Penalty 2810.785988 = -677945.758492
  nChanged 16
		SP:Iteration 23Q (41977.130000 sec): 3 clusters
  Score: Raw -680763.602640 + Penalty 2810.785988 = -677952.816653
  nChanged 10
		SP:Iteration 24Q (41977.340000 sec): 3 clusters
  Score: Raw -680767.783109 + Penalty 2810.785988 = -677956.997121
  nChanged 4
		SP:Iteration 25Q (41977.530000 sec): 3 clusters
  Score: Raw -680769.089756 + Penalty 2810.785988 = -677958.303768
  nChanged 4
		SP:Iteration 26Q (41977.720000 sec): 3 clusters
  Score: Raw -680770.455887 + Penalty 2810.785988 = -677959.669899
  nChanged 4
		SP:Iteration 27Q (41977.860000 sec): 3 clusters
  Score: Raw -680772.747990 + Penalty 2810.785988 = -677961.962003
  nChanged 6
		SP:Iteration 28Q (41978.030000 sec): 3 clusters
  Score: Raw -680775.849900 + Penalty 2810.785988 = -677965.063912
  nChanged 5
		SP:Iteration 29Q (41978.200000 sec): 3 clusters
  Score: Raw -680777.372169 + Penalty 2810.785988 = -677966.586182
  nChanged 2
		SP:Iteration 30Q (41978.340000 sec): 3 clusters
  Score: Raw -680778.102389 + Penalty 2810.785988 = -677967.316402
  nChanged 0
		SP:Iteration 31F (41978.550000 sec): 3 clusters
  Score: Raw -680778.102389 + Penalty 2810.785988 = -677967.316402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41978.760000 sec): 2 clusters
  Score: Raw -3606048.708081 + Penalty 1683.879509 = -3604364.828572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41979.070000 sec): 3 clusters
  Score: Raw -3586426.303701 + Penalty 3367.759017 = -3583058.544684
  nChanged 14562
		SP:Iteration 1F (41979.340000 sec): 3 clusters
  Score: Raw -3595055.798164 + Penalty 3367.759017 = -3591688.039147
  nChanged 1707
		SP:Iteration 2F (41979.620000 sec): 3 clusters
  Score: Raw -3595792.112819 + Penalty 3367.759017 = -3592424.353802
  nChanged 1684
		SP:Iteration 3F (41979.900000 sec): 3 clusters
  Score: Raw -3596560.299575 + Penalty 3367.759017 = -3593192.540558
  nChanged 1619
		SP:Iteration 4F (41980.210000 sec): 3 clusters
  Score: Raw -3597297.515953 + Penalty 3367.759017 = -3593929.756936
  nChanged 1575
		SP:Iteration 5Q (41980.500000 sec): 3 clusters
  Score: Raw -3597985.057832 + Penalty 3367.759017 = -3594617.298815
  nChanged 1497
		SP:Iteration 6Q (41980.810000 sec): 3 clusters
  Score: Raw -3598694.746960 + Penalty 3367.759017 = -3595326.987943
  nChanged 1531
		SP:Iteration 7Q (41981.100000 sec): 3 clusters
  Score: Raw -3599491.174602 + Penalty 3367.759017 = -3596123.415585
  nChanged 1531
		SP:Iteration 8Q (41981.410000 sec): 3 clusters
  Score: Raw -3600389.156359 + Penalty 3367.759017 = -3597021.397341
  nChanged 1486
		SP:Iteration 9Q (41981.740000 sec): 3 clusters
  Score: Raw -3601275.052483 + Penalty 3367.759017 = -3597907.293466
  nChanged 1308
		SP:Iteration 10Q (41982.040000 sec): 3 clusters
  Score: Raw -3601948.172311 + Penalty 3367.759017 = -3598580.413294
  nChanged 1034
		SP:Iteration 11Q (41982.330000 sec): 3 clusters
  Score: Raw -3602390.905337 + Penalty 3367.759017 = -3599023.146320
  nChanged 844
		SP:Iteration 12Q (41982.640000 sec): 3 clusters
  Score: Raw -3602707.818470 + Penalty 3367.759017 = -3599340.059453
  nChanged 694
		SP:Iteration 13Q (41982.950000 sec): 3 clusters
  Score: Raw -3602917.102991 + Penalty 3367.759017 = -3599549.343974
  nChanged 536
		SP:Iteration 14Q (41983.250000 sec): 3 clusters
  Score: Raw -3603059.057279 + Penalty 3367.759017 = -3599691.298262
  nChanged 416
		SP:Iteration 15Q (41983.540000 sec): 3 clusters
  Score: Raw -3603169.543098 + Penalty 3367.759017 = -3599801.784081
  nChanged 387
		SP:Iteration 16Q (41983.830000 sec): 3 clusters
  Score: Raw -3603263.029667 + Penalty 3367.759017 = -3599895.270650
  nChanged 336
		SP:Iteration 17Q (41984.120000 sec): 3 clusters
  Score: Raw -3603346.079395 + Penalty 3367.759017 = -3599978.320378
  nChanged 358
		SP:Iteration 18Q (41984.430000 sec): 3 clusters
  Score: Raw -3603442.946958 + Penalty 3367.759017 = -3600075.187941
  nChanged 345
		SP:Iteration 19Q (41984.770000 sec): 3 clusters
  Score: Raw -3603534.366138 + Penalty 3367.759017 = -3600166.607121
  nChanged 344
		SP:Iteration 20F (41985.090000 sec): 3 clusters
  Score: Raw -3603626.568108 + Penalty 3367.759017 = -3600258.809091
  nChanged 327
		SP:Iteration 21Q (41985.400000 sec): 3 clusters
  Score: Raw -3603715.785141 + Penalty 3367.759017 = -3600348.026124
  nChanged 344
		SP:Iteration 22Q (41985.670000 sec): 3 clusters
  Score: Raw -3603813.908736 + Penalty 3367.759017 = -3600446.149719
  nChanged 343
		SP:Iteration 23Q (41985.990000 sec): 3 clusters
  Score: Raw -3603900.186347 + Penalty 3367.759017 = -3600532.427330
  nChanged 308
		SP:Iteration 24Q (41986.290000 sec): 3 clusters
  Score: Raw -3603971.058684 + Penalty 3367.759017 = -3600603.299667
  nChanged 294
		SP:Iteration 25Q (41986.610000 sec): 3 clusters
  Score: Raw -3604036.950905 + Penalty 3367.759017 = -3600669.191888
  nChanged 300
		SP:Iteration 26Q (41986.950000 sec): 3 clusters
  Score: Raw -3604109.621567 + Penalty 3367.759017 = -3600741.862550
  nChanged 302
		SP:Iteration 27Q (41987.280000 sec): 3 clusters
  Score: Raw -3604183.108536 + Penalty 3367.759017 = -3600815.349519
  nChanged 285
		SP:Iteration 28Q (41987.590000 sec): 3 clusters
  Score: Raw -3604246.969650 + Penalty 3367.759017 = -3600879.210633
  nChanged 280
		SP:Iteration 29Q (41987.940000 sec): 3 clusters
  Score: Raw -3604314.211833 + Penalty 3367.759017 = -3600946.452816
  nChanged 280
		SP:Iteration 30Q (41988.250000 sec): 3 clusters
  Score: Raw -3604378.573862 + Penalty 3367.759017 = -3601010.814845
  nChanged 270
		SP:Iteration 31Q (41988.570000 sec): 3 clusters
  Score: Raw -3604441.286182 + Penalty 3367.759017 = -3601073.527165
  nChanged 276
		SP:Iteration 32Q (41988.830000 sec): 3 clusters
  Score: Raw -3604510.733739 + Penalty 3367.759017 = -3601142.974722
  nChanged 307
		SP:Iteration 33Q (41989.130000 sec): 3 clusters
  Score: Raw -3604591.839744 + Penalty 3367.759017 = -3601224.080727
  nChanged 282
		SP:Iteration 34Q (41989.430000 sec): 3 clusters
  Score: Raw -3604661.822803 + Penalty 3367.759017 = -3601294.063786
  nChanged 273
		SP:Iteration 35Q (41989.710000 sec): 3 clusters
  Score: Raw -3604726.236603 + Penalty 3367.759017 = -3601358.477586
  nChanged 274
		SP:Iteration 36Q (41990.010000 sec): 3 clusters
  Score: Raw -3604792.127276 + Penalty 3367.759017 = -3601424.368259
  nChanged 256
		SP:Iteration 37Q (41990.270000 sec): 3 clusters
  Score: Raw -3604856.327016 + Penalty 3367.759017 = -3601488.567999
  nChanged 272
		SP:Iteration 38Q (41990.580000 sec): 3 clusters
  Score: Raw -3604929.257979 + Penalty 3367.759017 = -3601561.498962
  nChanged 302
		SP:Iteration 39Q (41990.880000 sec): 3 clusters
  Score: Raw -3605016.130944 + Penalty 3367.759017 = -3601648.371927
  nChanged 264
		SP:Iteration 40F (41991.180000 sec): 3 clusters
  Score: Raw -3605092.735188 + Penalty 3367.759017 = -3601724.976171
  nChanged 241
		SP:Iteration 41Q (41991.500000 sec): 3 clusters
  Score: Raw -3605164.957605 + Penalty 3367.759017 = -3601797.198588
  nChanged 251
		SP:Iteration 42Q (41991.770000 sec): 3 clusters
  Score: Raw -3605244.447360 + Penalty 3367.759017 = -3601876.688343
  nChanged 255
		SP:Iteration 43Q (41992.100000 sec): 3 clusters
  Score: Raw -3605332.696320 + Penalty 3367.759017 = -3601964.937303
  nChanged 251
		SP:Iteration 44Q (41992.370000 sec): 3 clusters
  Score: Raw -3605417.368976 + Penalty 3367.759017 = -3602049.609958
  nChanged 235
		SP:Iteration 45Q (41992.680000 sec): 3 clusters
  Score: Raw -3605496.505061 + Penalty 3367.759017 = -3602128.746044
  nChanged 197
		SP:Iteration 46Q (41993.000000 sec): 3 clusters
  Score: Raw -3605560.274364 + Penalty 3367.759017 = -3602192.515347
  nChanged 188
		SP:Iteration 47Q (41993.340000 sec): 3 clusters
  Score: Raw -3605628.636853 + Penalty 3367.759017 = -3602260.877836
  nChanged 195
		SP:Iteration 48Q (41993.640000 sec): 3 clusters
  Score: Raw -3605702.172661 + Penalty 3367.759017 = -3602334.413643
  nChanged 188
		SP:Iteration 49Q (41993.920000 sec): 3 clusters
  Score: Raw -3605764.727440 + Penalty 3367.759017 = -3602396.968423
  nChanged 166
		SP:Iteration 50Q (41994.230000 sec): 3 clusters
  Score: Raw -3605824.655446 + Penalty 3367.759017 = -3602456.896429
  nChanged 176
		SP:Iteration 51Q (41994.550000 sec): 3 clusters
  Score: Raw -3605899.050689 + Penalty 3367.759017 = -3602531.291672
  nChanged 170
		SP:Iteration 52Q (41994.870000 sec): 3 clusters
  Score: Raw -3605974.709924 + Penalty 3367.759017 = -3602606.950907
  nChanged 167
		SP:Iteration 53Q (41995.140000 sec): 3 clusters
  Score: Raw -3606051.285894 + Penalty 3367.759017 = -3602683.526877
  nChanged 150
		SP:Iteration 54Q (41995.440000 sec): 3 clusters
  Score: Raw -3606122.076700 + Penalty 3367.759017 = -3602754.317683
  nChanged 144
		SP:Iteration 55Q (41995.730000 sec): 3 clusters
  Score: Raw -3606184.607784 + Penalty 3367.759017 = -3602816.848767
  nChanged 133
		SP:Iteration 56Q (41996.010000 sec): 3 clusters
  Score: Raw -3606248.495658 + Penalty 3367.759017 = -3602880.736641
  nChanged 123
		SP:Iteration 57Q (41996.310000 sec): 3 clusters
  Score: Raw -3606319.081388 + Penalty 3367.759017 = -3602951.322371
  nChanged 102
		SP:Iteration 58Q (41996.590000 sec): 3 clusters
  Score: Raw -3606368.921828 + Penalty 3367.759017 = -3603001.162811
  nChanged 100
		SP:Iteration 59Q (41996.920000 sec): 3 clusters
  Score: Raw -3606414.140355 + Penalty 3367.759017 = -3603046.381338
  nChanged 69
		SP:Iteration 60F (41997.170000 sec): 3 clusters
  Score: Raw -3606446.300043 + Penalty 3367.759017 = -3603078.541026
  nChanged 64
		SP:Iteration 61Q (41997.470000 sec): 3 clusters
  Score: Raw -3606471.067031 + Penalty 3367.759017 = -3603103.308014
  nChanged 57
		SP:Iteration 62Q (41997.760000 sec): 3 clusters
  Score: Raw -3606493.508235 + Penalty 3367.759017 = -3603125.749218
  nChanged 49
		SP:Iteration 63Q (41998.130000 sec): 3 clusters
  Score: Raw -3606514.278384 + Penalty 3367.759017 = -3603146.519367
  nChanged 49
		SP:Iteration 64Q (41998.400000 sec): 3 clusters
  Score: Raw -3606533.361828 + Penalty 3367.759017 = -3603165.602811
  nChanged 43
		SP:Iteration 65Q (41998.700000 sec): 3 clusters
  Score: Raw -3606551.324702 + Penalty 3367.759017 = -3603183.565685
  nChanged 39
		SP:Iteration 66Q (41999.000000 sec): 3 clusters
  Score: Raw -3606569.438352 + Penalty 3367.759017 = -3603201.679335
  nChanged 44
		SP:Iteration 67Q (41999.270000 sec): 3 clusters
  Score: Raw -3606589.184843 + Penalty 3367.759017 = -3603221.425826
  nChanged 37
		SP:Iteration 68Q (41999.570000 sec): 3 clusters
  Score: Raw -3606604.114623 + Penalty 3367.759017 = -3603236.355606
  nChanged 23
		SP:Iteration 69Q (41999.860000 sec): 3 clusters
  Score: Raw -3606613.911876 + Penalty 3367.759017 = -3603246.152859
  nChanged 24
		SP:Iteration 70Q (42000.180000 sec): 3 clusters
  Score: Raw -3606625.679883 + Penalty 3367.759017 = -3603257.920866
  nChanged 19
		SP:Iteration 71Q (42000.470000 sec): 3 clusters
  Score: Raw -3606633.759872 + Penalty 3367.759017 = -3603266.000855
  nChanged 20
		SP:Iteration 72Q (42000.760000 sec): 3 clusters
  Score: Raw -3606643.819411 + Penalty 3367.759017 = -3603276.060394
  nChanged 25
		SP:Iteration 73Q (42001.080000 sec): 3 clusters
  Score: Raw -3606655.891953 + Penalty 3367.759017 = -3603288.132936
  nChanged 19
		SP:Iteration 74Q (42001.420000 sec): 3 clusters
  Score: Raw -3606666.522452 + Penalty 3367.759017 = -3603298.763435
  nChanged 17
		SP:Iteration 75Q (42001.730000 sec): 3 clusters
  Score: Raw -3606673.436624 + Penalty 3367.759017 = -3603305.677607
  nChanged 14
		SP:Iteration 76Q (42002.010000 sec): 3 clusters
  Score: Raw -3606679.731533 + Penalty 3367.759017 = -3603311.972516
  nChanged 9
		SP:Iteration 77Q (42002.330000 sec): 3 clusters
  Score: Raw -3606684.229617 + Penalty 3367.759017 = -3603316.470600
  nChanged 8
		SP:Iteration 78Q (42002.630000 sec): 3 clusters
  Score: Raw -3606688.572915 + Penalty 3367.759017 = -3603320.813898
  nChanged 8
		SP:Iteration 79Q (42002.950000 sec): 3 clusters
  Score: Raw -3606692.236478 + Penalty 3367.759017 = -3603324.477461
  nChanged 6
		SP:Iteration 80F (42003.290000 sec): 3 clusters
  Score: Raw -3606694.388184 + Penalty 3367.759017 = -3603326.629167
  nChanged 8
		SP:Iteration 81Q (42003.580000 sec): 3 clusters
  Score: Raw -3606697.816510 + Penalty 3367.759017 = -3603330.057493
  nChanged 5
		SP:Iteration 82Q (42003.880000 sec): 3 clusters
  Score: Raw -3606699.075785 + Penalty 3367.759017 = -3603331.316768
  nChanged 5
		SP:Iteration 83Q (42004.190000 sec): 3 clusters
  Score: Raw -3606701.271989 + Penalty 3367.759017 = -3603333.512972
  nChanged 6
		SP:Iteration 84Q (42004.510000 sec): 3 clusters
  Score: Raw -3606703.603410 + Penalty 3367.759017 = -3603335.844393
  nChanged 5
		SP:Iteration 85Q (42004.820000 sec): 3 clusters
  Score: Raw -3606705.119494 + Penalty 3367.759017 = -3603337.360477
  nChanged 5
		SP:Iteration 86Q (42005.090000 sec): 3 clusters
  Score: Raw -3606706.291680 + Penalty 3367.759017 = -3603338.532663
  nChanged 1
		SP:Iteration 87Q (42005.430000 sec): 3 clusters
  Score: Raw -3606706.867989 + Penalty 3367.759017 = -3603339.108972
  nChanged 1
		SP:Iteration 88Q (42005.760000 sec): 3 clusters
  Score: Raw -3606707.449203 + Penalty 3367.759017 = -3603339.690186
  nChanged 2
		SP:Iteration 89Q (42006.060000 sec): 3 clusters
  Score: Raw -3606708.196303 + Penalty 3367.759017 = -3603340.437286
  nChanged 2
		SP:Iteration 90Q (42006.340000 sec): 3 clusters
  Score: Raw -3606708.444846 + Penalty 3367.759017 = -3603340.685829
  nChanged 0
		SP:Iteration 91F (42006.620000 sec): 3 clusters
  Score: Raw -3606708.444846 + Penalty 3367.759017 = -3603340.685829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42006.730000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42006.910000 sec): 3 clusters
  Score: Raw -26754.724489 + Penalty 1790.551209 = -24964.173280
  nChanged 50
		SP:Iteration 1F (42007.080000 sec): 3 clusters
  Score: Raw -26873.895334 + Penalty 1790.551209 = -25083.344125
  nChanged 8
		SP:Iteration 2Q (42007.240000 sec): 3 clusters
  Score: Raw -26912.353385 + Penalty 1790.551209 = -25121.802175
  nChanged 10
		SP:Iteration 3Q (42007.380000 sec): 3 clusters
  Score: Raw -26931.725911 + Penalty 1790.551209 = -25141.174702
  nChanged 3
		SP:Iteration 4Q (42007.540000 sec): 3 clusters
  Score: Raw -26936.202481 + Penalty 1790.551209 = -25145.651272
  nChanged 1
		SP:Iteration 5Q (42007.700000 sec): 3 clusters
  Score: Raw -26937.227146 + Penalty 1790.551209 = -25146.675936
  nChanged 0
		SP:Iteration 6F (42007.890000 sec): 3 clusters
  Score: Raw -26937.227146 + Penalty 1790.551209 = -25146.675936
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42007.960000 sec): 2 clusters
  Score: Raw -203416.620708 + Penalty 1208.737324 = -202207.883385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42008.120000 sec): 3 clusters
  Score: Raw -202737.488825 + Penalty 2417.474647 = -200320.014177
  nChanged 563
		SP:Iteration 1F (42008.300000 sec): 3 clusters
  Score: Raw -203101.892371 + Penalty 2417.474647 = -200684.417724
  nChanged 127
		SP:Iteration 2F (42008.470000 sec): 3 clusters
  Score: Raw -203191.982925 + Penalty 2417.474647 = -200774.508278
  nChanged 68
		SP:Iteration 3Q (42008.660000 sec): 3 clusters
  Score: Raw -203237.645388 + Penalty 2417.474647 = -200820.170740
  nChanged 38
		SP:Iteration 4Q (42008.800000 sec): 3 clusters
  Score: Raw -203264.147967 + Penalty 2417.474647 = -200846.673320
  nChanged 38
		SP:Iteration 5Q (42008.960000 sec): 3 clusters
  Score: Raw -203286.880010 + Penalty 2417.474647 = -200869.405363
  nChanged 28
		SP:Iteration 6Q (42009.160000 sec): 3 clusters
  Score: Raw -203307.194342 + Penalty 2417.474647 = -200889.719695
  nChanged 28
		SP:Iteration 7Q (42009.320000 sec): 3 clusters
  Score: Raw -203322.349786 + Penalty 2417.474647 = -200904.875138
  nChanged 21
		SP:Iteration 8Q (42009.510000 sec): 3 clusters
  Score: Raw -203337.479178 + Penalty 2417.474647 = -200920.004531
  nChanged 26
		SP:Iteration 9Q (42009.650000 sec): 3 clusters
  Score: Raw -203357.864912 + Penalty 2417.474647 = -200940.390265
  nChanged 17
		SP:Iteration 10Q (42009.820000 sec): 3 clusters
  Score: Raw -203367.140141 + Penalty 2417.474647 = -200949.665493
  nChanged 18
		SP:Iteration 11Q (42009.980000 sec): 3 clusters
  Score: Raw -203380.053226 + Penalty 2417.474647 = -200962.578579
  nChanged 23
		SP:Iteration 12Q (42010.150000 sec): 3 clusters
  Score: Raw -203393.247517 + Penalty 2417.474647 = -200975.772869
  nChanged 11
		SP:Iteration 13Q (42010.300000 sec): 3 clusters
  Score: Raw -203397.665285 + Penalty 2417.474647 = -200980.190637
  nChanged 5
		SP:Iteration 14Q (42010.460000 sec): 3 clusters
  Score: Raw -203399.593343 + Penalty 2417.474647 = -200982.118696
  nChanged 5
		SP:Iteration 15Q (42010.650000 sec): 3 clusters
  Score: Raw -203402.061445 + Penalty 2417.474647 = -200984.586798
  nChanged 5
		SP:Iteration 16Q (42010.790000 sec): 3 clusters
  Score: Raw -203406.870480 + Penalty 2417.474647 = -200989.395832
  nChanged 5
		SP:Iteration 17Q (42010.970000 sec): 3 clusters
  Score: Raw -203408.451141 + Penalty 2417.474647 = -200990.976494
  nChanged 2
		SP:Iteration 18Q (42011.090000 sec): 3 clusters
  Score: Raw -203408.824739 + Penalty 2417.474647 = -200991.350092
  nChanged 5
		SP:Iteration 19Q (42011.230000 sec): 3 clusters
  Score: Raw -203410.759231 + Penalty 2417.474647 = -200993.284584
  nChanged 3
		SP:Iteration 20F (42011.320000 sec): 3 clusters
  Score: Raw -203411.346926 + Penalty 2417.474647 = -200993.872278
  nChanged 1
		SP:Iteration 21Q (42011.450000 sec): 3 clusters
  Score: Raw -203411.441232 + Penalty 2417.474647 = -200993.966585
  nChanged 1
		SP:Iteration 22Q (42011.610000 sec): 3 clusters
  Score: Raw -203411.725431 + Penalty 2417.474647 = -200994.250783
  nChanged 1
		SP:Iteration 23Q (42011.760000 sec): 3 clusters
  Score: Raw -203412.081241 + Penalty 2417.474647 = -200994.606594
  nChanged 0
		SP:Iteration 24F (42011.900000 sec): 3 clusters
  Score: Raw -203412.081241 + Penalty 2417.474647 = -200994.606594
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42012.030000 sec): 2 clusters
  Score: Raw -296258.331057 + Penalty 1276.463013 = -294981.868044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42012.200000 sec): 3 clusters
  Score: Raw -295093.366423 + Penalty 2552.926027 = -292540.440396
  nChanged 949
		SP:Iteration 1F (42012.340000 sec): 3 clusters
  Score: Raw -295718.564957 + Penalty 2552.926027 = -293165.638930
  nChanged 215
		SP:Iteration 2F (42012.450000 sec): 3 clusters
  Score: Raw -295874.597920 + Penalty 2552.926027 = -293321.671893
  nChanged 142
		SP:Iteration 3F (42012.580000 sec): 3 clusters
  Score: Raw -296007.834361 + Penalty 2552.926027 = -293454.908334
  nChanged 106
		SP:Iteration 4Q (42012.670000 sec): 3 clusters
  Score: Raw -296076.598188 + Penalty 2552.926027 = -293523.672161
  nChanged 72
		SP:Iteration 5Q (42012.770000 sec): 3 clusters
  Score: Raw -296133.436729 + Penalty 2552.926027 = -293580.510702
  nChanged 78
		SP:Iteration 6Q (42012.940000 sec): 3 clusters
  Score: Raw -296196.384880 + Penalty 2552.926027 = -293643.458853
  nChanged 74
		SP:Iteration 7Q (42013.110000 sec): 3 clusters
  Score: Raw -296260.488572 + Penalty 2552.926027 = -293707.562545
  nChanged 63
		SP:Iteration 8Q (42013.280000 sec): 3 clusters
  Score: Raw -296307.142331 + Penalty 2552.926027 = -293754.216305
  nChanged 62
		SP:Iteration 9Q (42013.430000 sec): 3 clusters
  Score: Raw -296349.023351 + Penalty 2552.926027 = -293796.097324
  nChanged 57
		SP:Iteration 10Q (42013.600000 sec): 3 clusters
  Score: Raw -296385.535234 + Penalty 2552.926027 = -293832.609207
  nChanged 45
		SP:Iteration 11Q (42013.770000 sec): 3 clusters
  Score: Raw -296416.384195 + Penalty 2552.926027 = -293863.458168
  nChanged 42
		SP:Iteration 12Q (42013.940000 sec): 3 clusters
  Score: Raw -296445.718468 + Penalty 2552.926027 = -293892.792441
  nChanged 38
		SP:Iteration 13Q (42014.100000 sec): 3 clusters
  Score: Raw -296471.084335 + Penalty 2552.926027 = -293918.158308
  nChanged 40
		SP:Iteration 14Q (42014.250000 sec): 3 clusters
  Score: Raw -296497.837127 + Penalty 2552.926027 = -293944.911100
  nChanged 34
		SP:Iteration 15Q (42014.410000 sec): 3 clusters
  Score: Raw -296519.157658 + Penalty 2552.926027 = -293966.231631
  nChanged 26
		SP:Iteration 16Q (42014.570000 sec): 3 clusters
  Score: Raw -296539.245460 + Penalty 2552.926027 = -293986.319433
  nChanged 33
		SP:Iteration 17Q (42014.750000 sec): 3 clusters
  Score: Raw -296562.813416 + Penalty 2552.926027 = -294009.887389
  nChanged 27
		SP:Iteration 18Q (42014.930000 sec): 3 clusters
  Score: Raw -296584.548979 + Penalty 2552.926027 = -294031.622952
  nChanged 27
		SP:Iteration 19Q (42015.070000 sec): 3 clusters
  Score: Raw -296608.921593 + Penalty 2552.926027 = -294055.995566
  nChanged 34
		SP:Iteration 20F (42015.220000 sec): 3 clusters
  Score: Raw -296636.076588 + Penalty 2552.926027 = -294083.150561
  nChanged 35
		SP:Iteration 21Q (42015.390000 sec): 3 clusters
  Score: Raw -296660.305896 + Penalty 2552.926027 = -294107.379869
  nChanged 28
		SP:Iteration 22Q (42015.560000 sec): 3 clusters
  Score: Raw -296678.026874 + Penalty 2552.926027 = -294125.100847
  nChanged 24
		SP:Iteration 23Q (42015.720000 sec): 3 clusters
  Score: Raw -296692.735159 + Penalty 2552.926027 = -294139.809132
  nChanged 25
		SP:Iteration 24Q (42015.890000 sec): 3 clusters
  Score: Raw -296714.098853 + Penalty 2552.926027 = -294161.172826
  nChanged 21
		SP:Iteration 25Q (42016.020000 sec): 3 clusters
  Score: Raw -296730.678032 + Penalty 2552.926027 = -294177.752005
  nChanged 27
		SP:Iteration 26Q (42016.230000 sec): 3 clusters
  Score: Raw -296752.258684 + Penalty 2552.926027 = -294199.332657
  nChanged 17
		SP:Iteration 27Q (42016.390000 sec): 3 clusters
  Score: Raw -296771.710363 + Penalty 2552.926027 = -294218.784336
  nChanged 22
		SP:Iteration 28Q (42016.560000 sec): 3 clusters
  Score: Raw -296790.716958 + Penalty 2552.926027 = -294237.790931
  nChanged 19
		SP:Iteration 29Q (42016.720000 sec): 3 clusters
  Score: Raw -296805.249000 + Penalty 2552.926027 = -294252.322973
  nChanged 16
		SP:Iteration 30Q (42016.890000 sec): 3 clusters
  Score: Raw -296817.493661 + Penalty 2552.926027 = -294264.567634
  nChanged 16
		SP:Iteration 31Q (42017.050000 sec): 3 clusters
  Score: Raw -296826.587842 + Penalty 2552.926027 = -294273.661815
  nChanged 9
		SP:Iteration 32Q (42017.190000 sec): 3 clusters
  Score: Raw -296841.456693 + Penalty 2552.926027 = -294288.530666
  nChanged 13
		SP:Iteration 33Q (42017.390000 sec): 3 clusters
  Score: Raw -296854.155942 + Penalty 2552.926027 = -294301.229915
  nChanged 15
		SP:Iteration 34Q (42017.550000 sec): 3 clusters
  Score: Raw -296869.787703 + Penalty 2552.926027 = -294316.861676
  nChanged 16
		SP:Iteration 35Q (42017.720000 sec): 3 clusters
  Score: Raw -296885.307826 + Penalty 2552.926027 = -294332.381800
  nChanged 11
		SP:Iteration 36Q (42017.880000 sec): 3 clusters
  Score: Raw -296892.240515 + Penalty 2552.926027 = -294339.314488
  nChanged 11
		SP:Iteration 37Q (42018.060000 sec): 3 clusters
  Score: Raw -296898.810164 + Penalty 2552.926027 = -294345.884137
  nChanged 7
		SP:Iteration 38Q (42018.230000 sec): 3 clusters
  Score: Raw -296903.922080 + Penalty 2552.926027 = -294350.996053
  nChanged 7
		SP:Iteration 39Q (42018.410000 sec): 3 clusters
  Score: Raw -296906.440966 + Penalty 2552.926027 = -294353.514939
  nChanged 5
		SP:Iteration 40F (42018.570000 sec): 3 clusters
  Score: Raw -296907.971211 + Penalty 2552.926027 = -294355.045184
  nChanged 1
		SP:Iteration 41Q (42018.750000 sec): 3 clusters
  Score: Raw -296908.711921 + Penalty 2552.926027 = -294355.785894
  nChanged 3
		SP:Iteration 42Q (42018.890000 sec): 3 clusters
  Score: Raw -296910.055660 + Penalty 2552.926027 = -294357.129633
  nChanged 5
		SP:Iteration 43Q (42018.990000 sec): 3 clusters
  Score: Raw -296911.778826 + Penalty 2552.926027 = -294358.852799
  nChanged 2
		SP:Iteration 44Q (42019.100000 sec): 3 clusters
  Score: Raw -296912.698704 + Penalty 2552.926027 = -294359.772677
  nChanged 6
		SP:Iteration 45Q (42019.220000 sec): 3 clusters
  Score: Raw -296915.485384 + Penalty 2552.926027 = -294362.559357
  nChanged 8
		SP:Iteration 46Q (42019.360000 sec): 3 clusters
  Score: Raw -296918.763892 + Penalty 2552.926027 = -294365.837865
  nChanged 7
		SP:Iteration 47Q (42019.460000 sec): 3 clusters
  Score: Raw -296922.079109 + Penalty 2552.926027 = -294369.153082
  nChanged 11
		SP:Iteration 48Q (42019.560000 sec): 3 clusters
  Score: Raw -296928.100045 + Penalty 2552.926027 = -294375.174019
  nChanged 6
		SP:Iteration 49Q (42019.660000 sec): 3 clusters
  Score: Raw -296931.416813 + Penalty 2552.926027 = -294378.490786
  nChanged 1
		SP:Iteration 50Q (42019.760000 sec): 3 clusters
  Score: Raw -296931.754609 + Penalty 2552.926027 = -294378.828582
  nChanged 0
		SP:Iteration 51F (42019.850000 sec): 3 clusters
  Score: Raw -296931.754609 + Penalty 2552.926027 = -294378.828582
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42019.970000 sec): 2 clusters
  Score: Raw -605169.139589 + Penalty 1384.951355 = -603784.188234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42020.160000 sec): 3 clusters
  Score: Raw -602535.960665 + Penalty 2769.902710 = -599766.057955
  nChanged 2034
		SP:Iteration 1F (42020.360000 sec): 3 clusters
  Score: Raw -603687.458553 + Penalty 2769.902710 = -600917.555843
  nChanged 356
		SP:Iteration 2F (42020.510000 sec): 3 clusters
  Score: Raw -603865.900567 + Penalty 2769.902710 = -601095.997857
  nChanged 239
		SP:Iteration 3Q (42020.620000 sec): 3 clusters
  Score: Raw -603977.177381 + Penalty 2769.902710 = -601207.274671
  nChanged 188
		SP:Iteration 4Q (42020.760000 sec): 3 clusters
  Score: Raw -604062.171181 + Penalty 2769.902710 = -601292.268470
  nChanged 157
		SP:Iteration 5Q (42020.900000 sec): 3 clusters
  Score: Raw -604123.321916 + Penalty 2769.902710 = -601353.419206
  nChanged 123
		SP:Iteration 6Q (42021.040000 sec): 3 clusters
  Score: Raw -604174.945059 + Penalty 2769.902710 = -601405.042349
  nChanged 107
		SP:Iteration 7Q (42021.200000 sec): 3 clusters
  Score: Raw -604216.702419 + Penalty 2769.902710 = -601446.799709
  nChanged 93
		SP:Iteration 8Q (42021.410000 sec): 3 clusters
  Score: Raw -604249.006459 + Penalty 2769.902710 = -601479.103749
  nChanged 87
		SP:Iteration 9Q (42021.530000 sec): 3 clusters
  Score: Raw -604281.651096 + Penalty 2769.902710 = -601511.748386
  nChanged 78
		SP:Iteration 10Q (42021.650000 sec): 3 clusters
  Score: Raw -604317.548071 + Penalty 2769.902710 = -601547.645360
  nChanged 95
		SP:Iteration 11Q (42021.810000 sec): 3 clusters
  Score: Raw -604362.790702 + Penalty 2769.902710 = -601592.887992
  nChanged 116
		SP:Iteration 12Q (42021.950000 sec): 3 clusters
  Score: Raw -604415.632731 + Penalty 2769.902710 = -601645.730021
  nChanged 107
		SP:Iteration 13Q (42022.090000 sec): 3 clusters
  Score: Raw -604461.404768 + Penalty 2769.902710 = -601691.502058
  nChanged 96
		SP:Iteration 14Q (42022.240000 sec): 3 clusters
  Score: Raw -604500.375602 + Penalty 2769.902710 = -601730.472892
  nChanged 104
		SP:Iteration 15Q (42022.380000 sec): 3 clusters
  Score: Raw -604553.838664 + Penalty 2769.902710 = -601783.935954
  nChanged 130
		SP:Iteration 16Q (42022.550000 sec): 3 clusters
  Score: Raw -604623.169734 + Penalty 2769.902710 = -601853.267024
  nChanged 124
		SP:Iteration 17Q (42022.710000 sec): 3 clusters
  Score: Raw -604699.044604 + Penalty 2769.902710 = -601929.141894
  nChanged 136
		SP:Iteration 18Q (42022.830000 sec): 3 clusters
  Score: Raw -604788.629299 + Penalty 2769.902710 = -602018.726589
  nChanged 139
		SP:Iteration 19Q (42023.000000 sec): 3 clusters
  Score: Raw -604886.535383 + Penalty 2769.902710 = -602116.632673
  nChanged 141
		SP:Iteration 20F (42023.130000 sec): 3 clusters
  Score: Raw -604985.233351 + Penalty 2769.902710 = -602215.330641
  nChanged 122
		SP:Iteration 21Q (42023.290000 sec): 3 clusters
  Score: Raw -605073.044508 + Penalty 2769.902710 = -602303.141798
  nChanged 117
		SP:Iteration 22Q (42023.460000 sec): 3 clusters
  Score: Raw -605156.208134 + Penalty 2769.902710 = -602386.305424
  nChanged 83
		SP:Iteration 23Q (42023.620000 sec): 3 clusters
  Score: Raw -605213.780406 + Penalty 2769.902710 = -602443.877696
  nChanged 79
		SP:Iteration 24Q (42023.760000 sec): 3 clusters
  Score: Raw -605258.291528 + Penalty 2769.902710 = -602488.388818
  nChanged 51
		SP:Iteration 25Q (42023.990000 sec): 3 clusters
  Score: Raw -605292.748076 + Penalty 2769.902710 = -602522.845366
  nChanged 38
		SP:Iteration 26Q (42024.110000 sec): 3 clusters
  Score: Raw -605317.072755 + Penalty 2769.902710 = -602547.170045
  nChanged 35
		SP:Iteration 27Q (42024.270000 sec): 3 clusters
  Score: Raw -605338.991831 + Penalty 2769.902710 = -602569.089121
  nChanged 25
		SP:Iteration 28Q (42024.490000 sec): 3 clusters
  Score: Raw -605356.983051 + Penalty 2769.902710 = -602587.080341
  nChanged 29
		SP:Iteration 29Q (42024.610000 sec): 3 clusters
  Score: Raw -605379.461402 + Penalty 2769.902710 = -602609.558692
  nChanged 24
		SP:Iteration 30Q (42024.750000 sec): 3 clusters
  Score: Raw -605393.018863 + Penalty 2769.902710 = -602623.116153
  nChanged 14
		SP:Iteration 31Q (42024.910000 sec): 3 clusters
  Score: Raw -605402.233344 + Penalty 2769.902710 = -602632.330634
  nChanged 15
		SP:Iteration 32Q (42025.080000 sec): 3 clusters
  Score: Raw -605409.362593 + Penalty 2769.902710 = -602639.459883
  nChanged 9
		SP:Iteration 33Q (42025.220000 sec): 3 clusters
  Score: Raw -605416.471308 + Penalty 2769.902710 = -602646.568597
  nChanged 15
		SP:Iteration 34Q (42025.410000 sec): 3 clusters
  Score: Raw -605428.889623 + Penalty 2769.902710 = -602658.986913
  nChanged 11
		SP:Iteration 35Q (42025.600000 sec): 3 clusters
  Score: Raw -605437.493469 + Penalty 2769.902710 = -602667.590758
  nChanged 5
		SP:Iteration 36Q (42025.710000 sec): 3 clusters
  Score: Raw -605439.897010 + Penalty 2769.902710 = -602669.994300
  nChanged 5
		SP:Iteration 37Q (42025.900000 sec): 3 clusters
  Score: Raw -605442.826610 + Penalty 2769.902710 = -602672.923900
  nChanged 7
		SP:Iteration 38Q (42026.120000 sec): 3 clusters
  Score: Raw -605447.905401 + Penalty 2769.902710 = -602678.002691
  nChanged 3
		SP:Iteration 39Q (42026.260000 sec): 3 clusters
  Score: Raw -605449.766065 + Penalty 2769.902710 = -602679.863355
  nChanged 0
		SP:Iteration 40F (42026.370000 sec): 3 clusters
  Score: Raw -605449.766065 + Penalty 2769.902710 = -602679.863355
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42026.450000 sec): 2 clusters
  Score: Raw -68941.775917 + Penalty 1028.579647 = -67913.196270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42026.550000 sec): 3 clusters
  Score: Raw -68841.348099 + Penalty 2057.159294 = -66784.188804
  nChanged 128
		SP:Iteration 1F (42026.640000 sec): 3 clusters
  Score: Raw -69035.843578 + Penalty 2057.159294 = -66978.684284
  nChanged 26
		SP:Iteration 2Q (42026.740000 sec): 3 clusters
  Score: Raw -69071.876606 + Penalty 2057.159294 = -67014.717312
  nChanged 6
		SP:Iteration 3Q (42026.830000 sec): 3 clusters
  Score: Raw -69081.198399 + Penalty 2057.159294 = -67024.039105
  nChanged 0
		SP:Iteration 4F (42026.930000 sec): 3 clusters
  Score: Raw -69081.198399 + Penalty 2057.159294 = -67024.039105
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42027.000000 sec): 2 clusters
  Score: Raw -51454.669671 + Penalty 1019.035620 = -50435.634051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42027.130000 sec): 3 clusters
  Score: Raw -51396.569504 + Penalty 2038.071240 = -49358.498264
  nChanged 140
		SP:Iteration 1F (42027.310000 sec): 3 clusters
  Score: Raw -51627.051637 + Penalty 2038.071240 = -49588.980397
  nChanged 43
		SP:Iteration 2F (42027.460000 sec): 3 clusters
  Score: Raw -51718.123964 + Penalty 2038.071240 = -49680.052724
  nChanged 22
		SP:Iteration 3Q (42027.590000 sec): 3 clusters
  Score: Raw -51761.577353 + Penalty 2038.071240 = -49723.506112
  nChanged 12
		SP:Iteration 4Q (42027.690000 sec): 3 clusters
  Score: Raw -51782.241652 + Penalty 2038.071240 = -49744.170411
  nChanged 8
		SP:Iteration 5Q (42027.780000 sec): 3 clusters
  Score: Raw -51798.793250 + Penalty 2038.071240 = -49760.722010
  nChanged 6
		SP:Iteration 6Q (42027.880000 sec): 3 clusters
  Score: Raw -51806.016007 + Penalty 2038.071240 = -49767.944767
  nChanged 1
		SP:Iteration 7Q (42027.980000 sec): 3 clusters
  Score: Raw -51807.799092 + Penalty 2038.071240 = -49769.727851
  nChanged 1
		SP:Iteration 8Q (42028.070000 sec): 3 clusters
  Score: Raw -51809.971951 + Penalty 2038.071240 = -49771.900710
  nChanged 0
		SP:Iteration 9F (42028.160000 sec): 3 clusters
  Score: Raw -51809.971951 + Penalty 2038.071240 = -49771.900710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42028.260000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42028.440000 sec): 3 clusters
  Score: Raw -147218.766411 + Penalty 2322.956763 = -144895.809648
  nChanged 438
		SP:Iteration 1F (42028.540000 sec): 3 clusters
  Score: Raw -147614.278249 + Penalty 2322.956763 = -145291.321486
  nChanged 113
		SP:Iteration 2F (42028.640000 sec): 3 clusters
  Score: Raw -147764.539614 + Penalty 2322.956763 = -145441.582851
  nChanged 88
		SP:Iteration 3F (42028.740000 sec): 3 clusters
  Score: Raw -147861.620809 + Penalty 2322.956763 = -145538.664046
  nChanged 39
		SP:Iteration 4Q (42028.840000 sec): 3 clusters
  Score: Raw -147910.442397 + Penalty 2322.956763 = -145587.485634
  nChanged 36
		SP:Iteration 5Q (42028.930000 sec): 3 clusters
  Score: Raw -147958.640013 + Penalty 2322.956763 = -145635.683250
  nChanged 34
		SP:Iteration 6Q (42029.030000 sec): 3 clusters
  Score: Raw -148026.869625 + Penalty 2322.956763 = -145703.912862
  nChanged 47
		SP:Iteration 7Q (42029.150000 sec): 3 clusters
  Score: Raw -148105.240929 + Penalty 2322.956763 = -145782.284165
  nChanged 40
		SP:Iteration 8Q (42029.330000 sec): 3 clusters
  Score: Raw -148157.247577 + Penalty 2322.956763 = -145834.290814
  nChanged 44
		SP:Iteration 9Q (42029.470000 sec): 3 clusters
  Score: Raw -148221.963167 + Penalty 2322.956763 = -145899.006404
  nChanged 39
		SP:Iteration 10Q (42029.670000 sec): 3 clusters
  Score: Raw -148291.470896 + Penalty 2322.956763 = -145968.514133
  nChanged 40
		SP:Iteration 11Q (42029.820000 sec): 3 clusters
  Score: Raw -148348.036711 + Penalty 2322.956763 = -146025.079948
  nChanged 29
		SP:Iteration 12Q (42029.990000 sec): 3 clusters
  Score: Raw -148382.920240 + Penalty 2322.956763 = -146059.963476
  nChanged 13
		SP:Iteration 13Q (42030.180000 sec): 3 clusters
  Score: Raw -148394.209022 + Penalty 2322.956763 = -146071.252259
  nChanged 6
		SP:Iteration 14Q (42030.320000 sec): 3 clusters
  Score: Raw -148399.057146 + Penalty 2322.956763 = -146076.100383
  nChanged 4
		SP:Iteration 15Q (42030.500000 sec): 3 clusters
  Score: Raw -148405.882627 + Penalty 2322.956763 = -146082.925864
  nChanged 6
		SP:Iteration 16Q (42030.610000 sec): 3 clusters
  Score: Raw -148410.840654 + Penalty 2322.956763 = -146087.883891
  nChanged 3
		SP:Iteration 17Q (42030.760000 sec): 3 clusters
  Score: Raw -148414.463355 + Penalty 2322.956763 = -146091.506592
  nChanged 0
		SP:Iteration 18F (42030.890000 sec): 3 clusters
  Score: Raw -148414.463355 + Penalty 2322.956763 = -146091.506592
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42030.990000 sec): 2 clusters
  Score: Raw -97800.280699 + Penalty 1112.628260 = -96687.652438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42031.110000 sec): 3 clusters
  Score: Raw -97541.748114 + Penalty 2225.256520 = -95316.491594
  nChanged 291
		SP:Iteration 1F (42031.230000 sec): 3 clusters
  Score: Raw -97848.602071 + Penalty 2225.256520 = -95623.345551
  nChanged 52
		SP:Iteration 2F (42031.330000 sec): 3 clusters
  Score: Raw -97933.346095 + Penalty 2225.256520 = -95708.089575
  nChanged 45
		SP:Iteration 3Q (42031.440000 sec): 3 clusters
  Score: Raw -98012.190853 + Penalty 2225.256520 = -95786.934333
  nChanged 37
		SP:Iteration 4Q (42031.580000 sec): 3 clusters
  Score: Raw -98083.708689 + Penalty 2225.256520 = -95858.452169
  nChanged 39
		SP:Iteration 5Q (42031.680000 sec): 3 clusters
  Score: Raw -98142.560895 + Penalty 2225.256520 = -95917.304375
  nChanged 32
		SP:Iteration 6Q (42031.750000 sec): 3 clusters
  Score: Raw -98182.504310 + Penalty 2225.256520 = -95957.247789
  nChanged 23
		SP:Iteration 7Q (42031.900000 sec): 3 clusters
  Score: Raw -98219.189350 + Penalty 2225.256520 = -95993.932829
  nChanged 14
		SP:Iteration 8Q (42032.020000 sec): 3 clusters
  Score: Raw -98250.777290 + Penalty 2225.256520 = -96025.520769
  nChanged 15
		SP:Iteration 9Q (42032.110000 sec): 3 clusters
  Score: Raw -98266.482168 + Penalty 2225.256520 = -96041.225648
  nChanged 8
		SP:Iteration 10Q (42032.210000 sec): 3 clusters
  Score: Raw -98280.197875 + Penalty 2225.256520 = -96054.941355
  nChanged 7
		SP:Iteration 11Q (42032.320000 sec): 3 clusters
  Score: Raw -98290.746012 + Penalty 2225.256520 = -96065.489492
  nChanged 8
		SP:Iteration 12Q (42032.430000 sec): 3 clusters
  Score: Raw -98300.310848 + Penalty 2225.256520 = -96075.054328
  nChanged 3
		SP:Iteration 13Q (42032.580000 sec): 3 clusters
  Score: Raw -98305.374345 + Penalty 2225.256520 = -96080.117825
  nChanged 4
		SP:Iteration 14Q (42032.680000 sec): 3 clusters
  Score: Raw -98308.710003 + Penalty 2225.256520 = -96083.453482
  nChanged 1
		SP:Iteration 15Q (42032.780000 sec): 3 clusters
  Score: Raw -98310.405633 + Penalty 2225.256520 = -96085.149112
  nChanged 2
		SP:Iteration 16Q (42032.900000 sec): 3 clusters
  Score: Raw -98313.876740 + Penalty 2225.256520 = -96088.620219
  nChanged 3
		SP:Iteration 17Q (42033.000000 sec): 3 clusters
  Score: Raw -98318.272577 + Penalty 2225.256520 = -96093.016057
  nChanged 4
		SP:Iteration 18Q (42033.090000 sec): 3 clusters
  Score: Raw -98322.096446 + Penalty 2225.256520 = -96096.839926
  nChanged 2
		SP:Iteration 19Q (42033.190000 sec): 3 clusters
  Score: Raw -98322.609898 + Penalty 2225.256520 = -96097.353377
  nChanged 1
		SP:Iteration 20F (42033.330000 sec): 3 clusters
  Score: Raw -98323.965784 + Penalty 2225.256520 = -96098.709263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42033.410000 sec): 2 clusters
  Score: Raw -265467.205672 + Penalty 1254.358599 = -264212.847073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42033.580000 sec): 3 clusters
  Score: Raw -264454.378360 + Penalty 2508.717198 = -261945.661161
  nChanged 833
		SP:Iteration 1F (42033.710000 sec): 3 clusters
  Score: Raw -265013.130518 + Penalty 2508.717198 = -262504.413319
  nChanged 207
		SP:Iteration 2F (42033.810000 sec): 3 clusters
  Score: Raw -265200.374599 + Penalty 2508.717198 = -262691.657401
  nChanged 140
		SP:Iteration 3F (42033.910000 sec): 3 clusters
  Score: Raw -265326.588819 + Penalty 2508.717198 = -262817.871620
  nChanged 112
		SP:Iteration 4Q (42034.050000 sec): 3 clusters
  Score: Raw -265417.044217 + Penalty 2508.717198 = -262908.327019
  nChanged 103
		SP:Iteration 5Q (42034.150000 sec): 3 clusters
  Score: Raw -265506.965748 + Penalty 2508.717198 = -262998.248549
  nChanged 86
		SP:Iteration 6Q (42034.280000 sec): 3 clusters
  Score: Raw -265574.297470 + Penalty 2508.717198 = -263065.580272
  nChanged 64
		SP:Iteration 7Q (42034.450000 sec): 3 clusters
  Score: Raw -265636.201499 + Penalty 2508.717198 = -263127.484301
  nChanged 63
		SP:Iteration 8Q (42034.610000 sec): 3 clusters
  Score: Raw -265693.418329 + Penalty 2508.717198 = -263184.701131
  nChanged 59
		SP:Iteration 9Q (42034.790000 sec): 3 clusters
  Score: Raw -265751.248201 + Penalty 2508.717198 = -263242.531003
  nChanged 57
		SP:Iteration 10Q (42034.970000 sec): 3 clusters
  Score: Raw -265803.766515 + Penalty 2508.717198 = -263295.049316
  nChanged 44
		SP:Iteration 11Q (42035.120000 sec): 3 clusters
  Score: Raw -265841.154975 + Penalty 2508.717198 = -263332.437776
  nChanged 39
		SP:Iteration 12Q (42035.250000 sec): 3 clusters
  Score: Raw -265879.957617 + Penalty 2508.717198 = -263371.240419
  nChanged 42
		SP:Iteration 13Q (42035.370000 sec): 3 clusters
  Score: Raw -265913.424198 + Penalty 2508.717198 = -263404.706999
  nChanged 35
		SP:Iteration 14Q (42035.490000 sec): 3 clusters
  Score: Raw -265946.206008 + Penalty 2508.717198 = -263437.488810
  nChanged 30
		SP:Iteration 15Q (42035.590000 sec): 3 clusters
  Score: Raw -265974.007729 + Penalty 2508.717198 = -263465.290530
  nChanged 30
		SP:Iteration 16Q (42035.690000 sec): 3 clusters
  Score: Raw -265995.694294 + Penalty 2508.717198 = -263486.977095
  nChanged 27
		SP:Iteration 17Q (42035.790000 sec): 3 clusters
  Score: Raw -266015.791390 + Penalty 2508.717198 = -263507.074192
  nChanged 21
		SP:Iteration 18Q (42035.890000 sec): 3 clusters
  Score: Raw -266028.779853 + Penalty 2508.717198 = -263520.062654
  nChanged 13
		SP:Iteration 19Q (42035.990000 sec): 3 clusters
  Score: Raw -266036.219887 + Penalty 2508.717198 = -263527.502689
  nChanged 9
		SP:Iteration 20F (42036.090000 sec): 3 clusters
  Score: Raw -266040.289219 + Penalty 2508.717198 = -263531.572020
  nChanged 4
		SP:Iteration 21Q (42036.190000 sec): 3 clusters
  Score: Raw -266041.416140 + Penalty 2508.717198 = -263532.698941
  nChanged 3
		SP:Iteration 22Q (42036.290000 sec): 3 clusters
  Score: Raw -266043.725180 + Penalty 2508.717198 = -263535.007982
  nChanged 8
		SP:Iteration 23Q (42036.430000 sec): 3 clusters
  Score: Raw -266050.044574 + Penalty 2508.717198 = -263541.327376
  nChanged 15
		SP:Iteration 24Q (42036.570000 sec): 3 clusters
  Score: Raw -266059.514562 + Penalty 2508.717198 = -263550.797364
  nChanged 11
		SP:Iteration 25Q (42036.670000 sec): 3 clusters
  Score: Raw -266066.711292 + Penalty 2508.717198 = -263557.994094
  nChanged 9
		SP:Iteration 26Q (42036.760000 sec): 3 clusters
  Score: Raw -266071.207495 + Penalty 2508.717198 = -263562.490297
  nChanged 7
		SP:Iteration 27Q (42036.860000 sec): 3 clusters
  Score: Raw -266075.663420 + Penalty 2508.717198 = -263566.946222
  nChanged 2
		SP:Iteration 28Q (42036.970000 sec): 3 clusters
  Score: Raw -266076.309109 + Penalty 2508.717198 = -263567.591910
  nChanged 3
		SP:Iteration 29Q (42037.090000 sec): 3 clusters
  Score: Raw -266078.779938 + Penalty 2508.717198 = -263570.062739
  nChanged 5
		SP:Iteration 30Q (42037.200000 sec): 3 clusters
  Score: Raw -266081.530335 + Penalty 2508.717198 = -263572.813137
  nChanged 6
		SP:Iteration 31Q (42037.330000 sec): 3 clusters
  Score: Raw -266086.231977 + Penalty 2508.717198 = -263577.514778
  nChanged 8
		SP:Iteration 32Q (42037.430000 sec): 3 clusters
  Score: Raw -266090.227494 + Penalty 2508.717198 = -263581.510295
  nChanged 5
		SP:Iteration 33Q (42037.550000 sec): 3 clusters
  Score: Raw -266092.103887 + Penalty 2508.717198 = -263583.386689
  nChanged 2
		SP:Iteration 34Q (42037.650000 sec): 3 clusters
  Score: Raw -266092.803065 + Penalty 2508.717198 = -263584.085867
  nChanged 1
		SP:Iteration 35Q (42037.740000 sec): 3 clusters
  Score: Raw -266094.054197 + Penalty 2508.717198 = -263585.336998
  nChanged 3
		SP:Iteration 36Q (42037.850000 sec): 3 clusters
  Score: Raw -266095.184348 + Penalty 2508.717198 = -263586.467149
  nChanged 1
		SP:Iteration 37Q (42037.980000 sec): 3 clusters
  Score: Raw -266095.578767 + Penalty 2508.717198 = -263586.861569
  nChanged 0
		SP:Iteration 38F (42038.080000 sec): 3 clusters
  Score: Raw -266095.578767 + Penalty 2508.717198 = -263586.861569
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42038.170000 sec): 2 clusters
  Score: Raw -20779.634240 + Penalty 867.349938 = -19912.284302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42038.270000 sec): 3 clusters
  Score: Raw -20889.274521 + Penalty 1734.699876 = -19154.574645
  nChanged 35
		SP:Iteration 1F (42038.360000 sec): 3 clusters
  Score: Raw -21065.133117 + Penalty 1734.699876 = -19330.433241
  nChanged 15
		SP:Iteration 2F (42038.450000 sec): 3 clusters
  Score: Raw -21145.664558 + Penalty 1734.699876 = -19410.964682
  nChanged 7
		SP:Iteration 3Q (42038.550000 sec): 3 clusters
  Score: Raw -21174.928161 + Penalty 1734.699876 = -19440.228285
  nChanged 5
		SP:Iteration 4Q (42038.650000 sec): 3 clusters
  Score: Raw -21190.549698 + Penalty 1734.699876 = -19455.849822
  nChanged 4
		SP:Iteration 5Q (42038.740000 sec): 3 clusters
  Score: Raw -21222.237871 + Penalty 1734.699876 = -19487.537995
  nChanged 2
		SP:Iteration 6Q (42038.890000 sec): 3 clusters
  Score: Raw -21233.437835 + Penalty 1734.699876 = -19498.737959
  nChanged 3
		SP:Iteration 7Q (42039.000000 sec): 3 clusters
  Score: Raw -21243.236316 + Penalty 1734.699876 = -19508.536440
  nChanged 2
		SP:Iteration 8Q (42039.080000 sec): 3 clusters
  Score: Raw -21254.675885 + Penalty 1734.699876 = -19519.976009
  nChanged 3
		SP:Iteration 9Q (42039.180000 sec): 3 clusters
  Score: Raw -21314.747327 + Penalty 1734.699876 = -19580.047451
  nChanged 3
		SP:Iteration 10Q (42039.280000 sec): 3 clusters
  Score: Raw -21394.066948 + Penalty 1734.699876 = -19659.367072
  nChanged 0
		SP:Iteration 11F (42039.380000 sec): 3 clusters
  Score: Raw -21394.625338 + Penalty 1734.699876 = -19659.925462
  nChanged 1
		SP:Iteration 12Q (42039.480000 sec): 3 clusters
  Score: Raw -21411.821226 + Penalty 1734.699876 = -19677.121350
  nChanged 2
		SP:Iteration 13Q (42039.620000 sec): 3 clusters
  Score: Raw -21422.467426 + Penalty 1734.699876 = -19687.767550
  nChanged 1
		SP:Iteration 14Q (42039.720000 sec): 3 clusters
  Score: Raw -21437.205467 + Penalty 1734.699876 = -19702.505591
  nChanged 0
		SP:Iteration 15F (42039.810000 sec): 3 clusters
  Score: Raw -21437.205467 + Penalty 1734.699876 = -19702.505591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42039.890000 sec): 2 clusters
  Score: Raw -54190.519281 + Penalty 1025.065997 = -53165.453285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42040.000000 sec): 3 clusters
  Score: Raw -54124.508387 + Penalty 2050.131993 = -52074.376393
  nChanged 131
		SP:Iteration 1F (42040.100000 sec): 3 clusters
  Score: Raw -54338.023205 + Penalty 2050.131993 = -52287.891212
  nChanged 60
		SP:Iteration 2F (42040.250000 sec): 3 clusters
  Score: Raw -54475.496956 + Penalty 2050.131993 = -52425.364962
  nChanged 33
		SP:Iteration 3F (42040.360000 sec): 3 clusters
  Score: Raw -54566.407217 + Penalty 2050.131993 = -52516.275224
  nChanged 18
		SP:Iteration 4Q (42040.460000 sec): 3 clusters
  Score: Raw -54603.614617 + Penalty 2050.131993 = -52553.482623
  nChanged 12
		SP:Iteration 5Q (42040.640000 sec): 3 clusters
  Score: Raw -54621.860727 + Penalty 2050.131993 = -52571.728734
  nChanged 9
		SP:Iteration 6Q (42040.800000 sec): 3 clusters
  Score: Raw -54636.901378 + Penalty 2050.131993 = -52586.769384
  nChanged 6
		SP:Iteration 7Q (42040.990000 sec): 3 clusters
  Score: Raw -54648.308183 + Penalty 2050.131993 = -52598.176189
  nChanged 2
		SP:Iteration 8Q (42041.170000 sec): 3 clusters
  Score: Raw -54651.240370 + Penalty 2050.131993 = -52601.108376
  nChanged 1
		SP:Iteration 9Q (42041.320000 sec): 3 clusters
  Score: Raw -54654.861815 + Penalty 2050.131993 = -52604.729822
  nChanged 3
		SP:Iteration 10Q (42041.480000 sec): 3 clusters
  Score: Raw -54664.809333 + Penalty 2050.131993 = -52614.677340
  nChanged 3
		SP:Iteration 11Q (42041.630000 sec): 3 clusters
  Score: Raw -54667.878621 + Penalty 2050.131993 = -52617.746628
  nChanged 0
		SP:Iteration 12F (42041.850000 sec): 3 clusters
  Score: Raw -54667.878621 + Penalty 2050.131993 = -52617.746628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42041.910000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42042.050000 sec): 3 clusters
  Score: Raw -299113.878837 + Penalty 2551.789883 = -296562.088954
  nChanged 932
		SP:Iteration 1F (42042.150000 sec): 3 clusters
  Score: Raw -299740.302127 + Penalty 2551.789883 = -297188.512244
  nChanged 221
		SP:Iteration 2F (42042.250000 sec): 3 clusters
  Score: Raw -299937.843637 + Penalty 2551.789883 = -297386.053754
  nChanged 175
		SP:Iteration 3F (42042.390000 sec): 3 clusters
  Score: Raw -300129.204720 + Penalty 2551.789883 = -297577.414838
  nChanged 162
		SP:Iteration 4F (42042.490000 sec): 3 clusters
  Score: Raw -300300.983348 + Penalty 2551.789883 = -297749.193465
  nChanged 146
		SP:Iteration 5F (42042.580000 sec): 3 clusters
  Score: Raw -300462.682613 + Penalty 2551.789883 = -297910.892731
  nChanged 134
		SP:Iteration 6F (42042.680000 sec): 3 clusters
  Score: Raw -300595.526976 + Penalty 2551.789883 = -298043.737094
  nChanged 98
		SP:Iteration 7Q (42042.770000 sec): 3 clusters
  Score: Raw -300680.575343 + Penalty 2551.789883 = -298128.785460
  nChanged 88
		SP:Iteration 8Q (42042.870000 sec): 3 clusters
  Score: Raw -300755.033695 + Penalty 2551.789883 = -298203.243813
  nChanged 65
		SP:Iteration 9Q (42043.010000 sec): 3 clusters
  Score: Raw -300808.299151 + Penalty 2551.789883 = -298256.509268
  nChanged 54
		SP:Iteration 10Q (42043.110000 sec): 3 clusters
  Score: Raw -300842.263748 + Penalty 2551.789883 = -298290.473866
  nChanged 36
		SP:Iteration 11Q (42043.210000 sec): 3 clusters
  Score: Raw -300864.205884 + Penalty 2551.789883 = -298312.416001
  nChanged 19
		SP:Iteration 12Q (42043.310000 sec): 3 clusters
  Score: Raw -300874.606542 + Penalty 2551.789883 = -298322.816659
  nChanged 10
		SP:Iteration 13Q (42043.410000 sec): 3 clusters
  Score: Raw -300879.269738 + Penalty 2551.789883 = -298327.479855
  nChanged 6
		SP:Iteration 14Q (42043.510000 sec): 3 clusters
  Score: Raw -300882.794087 + Penalty 2551.789883 = -298331.004204
  nChanged 6
		SP:Iteration 15Q (42043.610000 sec): 3 clusters
  Score: Raw -300886.075370 + Penalty 2551.789883 = -298334.285487
  nChanged 8
		SP:Iteration 16Q (42043.710000 sec): 3 clusters
  Score: Raw -300888.981031 + Penalty 2551.789883 = -298337.191148
  nChanged 1
		SP:Iteration 17Q (42043.850000 sec): 3 clusters
  Score: Raw -300889.135064 + Penalty 2551.789883 = -298337.345181
  nChanged 0
		SP:Iteration 18F (42044.030000 sec): 3 clusters
  Score: Raw -300889.135064 + Penalty 2551.789883 = -298337.345181
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42044.120000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42044.260000 sec): 3 clusters
  Score: Raw -78679.931321 + Penalty 2126.771350 = -76553.159971
  nChanged 189
		SP:Iteration 1F (42044.360000 sec): 3 clusters
  Score: Raw -78887.320339 + Penalty 2126.771350 = -76760.548989
  nChanged 54
		SP:Iteration 2F (42044.460000 sec): 3 clusters
  Score: Raw -78968.759188 + Penalty 2126.771350 = -76841.987838
  nChanged 34
		SP:Iteration 3Q (42044.560000 sec): 3 clusters
  Score: Raw -79013.919673 + Penalty 2126.771350 = -76887.148323
  nChanged 18
		SP:Iteration 4Q (42044.650000 sec): 3 clusters
  Score: Raw -79052.095144 + Penalty 2126.771350 = -76925.323794
  nChanged 16
		SP:Iteration 5Q (42044.750000 sec): 3 clusters
  Score: Raw -79082.856676 + Penalty 2126.771350 = -76956.085326
  nChanged 14
		SP:Iteration 6Q (42044.850000 sec): 3 clusters
  Score: Raw -79097.926022 + Penalty 2126.771350 = -76971.154672
  nChanged 10
		SP:Iteration 7Q (42044.950000 sec): 3 clusters
  Score: Raw -79111.533633 + Penalty 2126.771350 = -76984.762283
  nChanged 8
		SP:Iteration 8Q (42045.050000 sec): 3 clusters
  Score: Raw -79122.488950 + Penalty 2126.771350 = -76995.717601
  nChanged 4
		SP:Iteration 9Q (42045.150000 sec): 3 clusters
  Score: Raw -79127.924816 + Penalty 2126.771350 = -77001.153466
  nChanged 4
		SP:Iteration 10Q (42045.260000 sec): 3 clusters
  Score: Raw -79135.062750 + Penalty 2126.771350 = -77008.291400
  nChanged 4
		SP:Iteration 11Q (42045.340000 sec): 3 clusters
  Score: Raw -79139.308279 + Penalty 2126.771350 = -77012.536929
  nChanged 2
		SP:Iteration 12Q (42045.430000 sec): 3 clusters
  Score: Raw -79142.002879 + Penalty 2126.771350 = -77015.231530
  nChanged 0
		SP:Iteration 13F (42045.530000 sec): 3 clusters
  Score: Raw -79142.002879 + Penalty 2126.771350 = -77015.231530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42045.630000 sec): 2 clusters
  Score: Raw -22971.823740 + Penalty 871.971102 = -22099.852638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42045.720000 sec): 3 clusters
  Score: Raw -23225.720892 + Penalty 1743.942205 = -21481.778687
  nChanged 43
		SP:Iteration 1F (42045.820000 sec): 3 clusters
  Score: Raw -23436.913432 + Penalty 1743.942205 = -21692.971227
  nChanged 21
		SP:Iteration 2F (42045.910000 sec): 3 clusters
  Score: Raw -23545.013388 + Penalty 1743.942205 = -21801.071184
  nChanged 6
		SP:Iteration 3Q (42046.010000 sec): 3 clusters
  Score: Raw -23606.565141 + Penalty 1743.942205 = -21862.622936
  nChanged 3
		SP:Iteration 4Q (42046.110000 sec): 3 clusters
  Score: Raw -23620.317175 + Penalty 1743.942205 = -21876.374970
  nChanged 2
		SP:Iteration 5Q (42046.200000 sec): 3 clusters
  Score: Raw -23628.802875 + Penalty 1743.942205 = -21884.860670
  nChanged 1
		SP:Iteration 6Q (42046.300000 sec): 3 clusters
  Score: Raw -23631.647294 + Penalty 1743.942205 = -21887.705089
  nChanged 0
		SP:Iteration 7F (42046.390000 sec): 3 clusters
  Score: Raw -23631.647294 + Penalty 1743.942205 = -21887.705089
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42046.440000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42046.540000 sec): 3 clusters
  Score: Raw -47240.830183 + Penalty 1960.753022 = -45280.077161
  nChanged 79
		SP:Iteration 1F (42046.630000 sec): 3 clusters
  Score: Raw -47356.407415 + Penalty 1960.753022 = -45395.654393
  nChanged 22
		SP:Iteration 2F (42046.730000 sec): 3 clusters
  Score: Raw -47403.727327 + Penalty 1960.753022 = -45442.974304
  nChanged 12
		SP:Iteration 3Q (42046.820000 sec): 3 clusters
  Score: Raw -47424.770259 + Penalty 1960.753022 = -45464.017237
  nChanged 6
		SP:Iteration 4Q (42046.930000 sec): 3 clusters
  Score: Raw -47433.948796 + Penalty 1960.753022 = -45473.195774
  nChanged 6
		SP:Iteration 5Q (42047.010000 sec): 3 clusters
  Score: Raw -47442.061534 + Penalty 1960.753022 = -45481.308512
  nChanged 2
		SP:Iteration 6Q (42047.110000 sec): 3 clusters
  Score: Raw -47444.768033 + Penalty 1960.753022 = -45484.015011
  nChanged 0
		SP:Iteration 7F (42047.210000 sec): 3 clusters
  Score: Raw -47444.768033 + Penalty 1960.753022 = -45484.015011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42047.300000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42047.400000 sec): 3 clusters
  Score: Raw -45882.385450 + Penalty 1944.779291 = -43937.606159
  nChanged 70
		SP:Iteration 1F (42047.490000 sec): 3 clusters
  Score: Raw -46000.278483 + Penalty 1944.779291 = -44055.499192
  nChanged 23
		SP:Iteration 2F (42047.590000 sec): 3 clusters
  Score: Raw -46044.592900 + Penalty 1944.779291 = -44099.813609
  nChanged 13
		SP:Iteration 3Q (42047.680000 sec): 3 clusters
  Score: Raw -46077.965634 + Penalty 1944.779291 = -44133.186342
  nChanged 9
		SP:Iteration 4Q (42047.780000 sec): 3 clusters
  Score: Raw -46097.807988 + Penalty 1944.779291 = -44153.028697
  nChanged 1
		SP:Iteration 5Q (42047.870000 sec): 3 clusters
  Score: Raw -46100.068753 + Penalty 1944.779291 = -44155.289462
  nChanged 0
		SP:Iteration 6F (42047.970000 sec): 3 clusters
  Score: Raw -46100.068753 + Penalty 1944.779291 = -44155.289462
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42048.070000 sec): 2 clusters
  Score: Raw -106448.246921 + Penalty 1107.897468 = -105340.349453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42048.220000 sec): 3 clusters
  Score: Raw -106181.727473 + Penalty 2215.794936 = -103965.932537
  nChanged 260
		SP:Iteration 1F (42048.340000 sec): 3 clusters
  Score: Raw -106411.952137 + Penalty 2215.794936 = -104196.157202
  nChanged 58
		SP:Iteration 2F (42048.430000 sec): 3 clusters
  Score: Raw -106472.791199 + Penalty 2215.794936 = -104256.996263
  nChanged 35
		SP:Iteration 3Q (42048.530000 sec): 3 clusters
  Score: Raw -106505.566106 + Penalty 2215.794936 = -104289.771170
  nChanged 15
		SP:Iteration 4Q (42048.630000 sec): 3 clusters
  Score: Raw -106517.413685 + Penalty 2215.794936 = -104301.618749
  nChanged 4
		SP:Iteration 5Q (42048.730000 sec): 3 clusters
  Score: Raw -106522.506960 + Penalty 2215.794936 = -104306.712024
  nChanged 8
		SP:Iteration 6Q (42048.830000 sec): 3 clusters
  Score: Raw -106529.676965 + Penalty 2215.794936 = -104313.882029
  nChanged 5
		SP:Iteration 7Q (42048.940000 sec): 3 clusters
  Score: Raw -106535.309186 + Penalty 2215.794936 = -104319.514251
  nChanged 2
		SP:Iteration 8Q (42049.030000 sec): 3 clusters
  Score: Raw -106539.169458 + Penalty 2215.794936 = -104323.374522
  nChanged 2
		SP:Iteration 9Q (42049.130000 sec): 3 clusters
  Score: Raw -106541.988777 + Penalty 2215.794936 = -104326.193841
  nChanged 3
		SP:Iteration 10Q (42049.230000 sec): 3 clusters
  Score: Raw -106544.507619 + Penalty 2215.794936 = -104328.712684
  nChanged 4
		SP:Iteration 11Q (42049.370000 sec): 3 clusters
  Score: Raw -106548.832039 + Penalty 2215.794936 = -104333.037103
  nChanged 4
		SP:Iteration 12Q (42049.550000 sec): 3 clusters
  Score: Raw -106553.876666 + Penalty 2215.794936 = -104338.081730
  nChanged 5
		SP:Iteration 13Q (42049.670000 sec): 3 clusters
  Score: Raw -106557.126674 + Penalty 2215.794936 = -104341.331738
  nChanged 2
		SP:Iteration 14Q (42049.800000 sec): 3 clusters
  Score: Raw -106557.994048 + Penalty 2215.794936 = -104342.199112
  nChanged 0
		SP:Iteration 15F (42049.890000 sec): 3 clusters
  Score: Raw -106557.994048 + Penalty 2215.794936 = -104342.199112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42050.000000 sec): 2 clusters
  Score: Raw -240659.633673 + Penalty 1246.596150 = -239413.037523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42050.110000 sec): 3 clusters
  Score: Raw -239751.829321 + Penalty 2493.192300 = -237258.637021
  nChanged 784
		SP:Iteration 1F (42050.210000 sec): 3 clusters
  Score: Raw -240387.592401 + Penalty 2493.192300 = -237894.400101
  nChanged 206
		SP:Iteration 2F (42050.300000 sec): 3 clusters
  Score: Raw -240631.683991 + Penalty 2493.192300 = -238138.491691
  nChanged 173
		SP:Iteration 3F (42050.410000 sec): 3 clusters
  Score: Raw -240842.040328 + Penalty 2493.192300 = -238348.848028
  nChanged 133
		SP:Iteration 4F (42050.570000 sec): 3 clusters
  Score: Raw -240990.116961 + Penalty 2493.192300 = -238496.924661
  nChanged 101
		SP:Iteration 5Q (42050.720000 sec): 3 clusters
  Score: Raw -241091.644682 + Penalty 2493.192300 = -238598.452382
  nChanged 90
		SP:Iteration 6Q (42050.890000 sec): 3 clusters
  Score: Raw -241171.085647 + Penalty 2493.192300 = -238677.893347
  nChanged 73
		SP:Iteration 7Q (42051.000000 sec): 3 clusters
  Score: Raw -241226.010608 + Penalty 2493.192300 = -238732.818308
  nChanged 59
		SP:Iteration 8Q (42051.110000 sec): 3 clusters
  Score: Raw -241265.263435 + Penalty 2493.192300 = -238772.071135
  nChanged 38
		SP:Iteration 9Q (42051.230000 sec): 3 clusters
  Score: Raw -241289.393783 + Penalty 2493.192300 = -238796.201483
  nChanged 28
		SP:Iteration 10Q (42051.340000 sec): 3 clusters
  Score: Raw -241303.851290 + Penalty 2493.192300 = -238810.658990
  nChanged 20
		SP:Iteration 11Q (42051.460000 sec): 3 clusters
  Score: Raw -241318.695640 + Penalty 2493.192300 = -238825.503340
  nChanged 22
		SP:Iteration 12Q (42051.600000 sec): 3 clusters
  Score: Raw -241333.096993 + Penalty 2493.192300 = -238839.904693
  nChanged 18
		SP:Iteration 13Q (42051.760000 sec): 3 clusters
  Score: Raw -241343.265174 + Penalty 2493.192300 = -238850.072874
  nChanged 15
		SP:Iteration 14Q (42051.900000 sec): 3 clusters
  Score: Raw -241351.195202 + Penalty 2493.192300 = -238858.002902
  nChanged 14
		SP:Iteration 15Q (42052.010000 sec): 3 clusters
  Score: Raw -241357.151093 + Penalty 2493.192300 = -238863.958793
  nChanged 7
		SP:Iteration 16Q (42052.140000 sec): 3 clusters
  Score: Raw -241362.408410 + Penalty 2493.192300 = -238869.216110
  nChanged 3
		SP:Iteration 17Q (42052.240000 sec): 3 clusters
  Score: Raw -241364.265247 + Penalty 2493.192300 = -238871.072947
  nChanged 5
		SP:Iteration 18Q (42052.340000 sec): 3 clusters
  Score: Raw -241367.752189 + Penalty 2493.192300 = -238874.559889
  nChanged 5
		SP:Iteration 19Q (42052.440000 sec): 3 clusters
  Score: Raw -241370.003075 + Penalty 2493.192300 = -238876.810775
  nChanged 5
		SP:Iteration 20F (42052.540000 sec): 3 clusters
  Score: Raw -241372.579837 + Penalty 2493.192300 = -238879.387537
  nChanged 3
		SP:Iteration 21Q (42052.650000 sec): 3 clusters
  Score: Raw -241373.894331 + Penalty 2493.192300 = -238880.702031
  nChanged 5
		SP:Iteration 22Q (42052.780000 sec): 3 clusters
  Score: Raw -241376.113236 + Penalty 2493.192300 = -238882.920936
  nChanged 3
		SP:Iteration 23Q (42052.910000 sec): 3 clusters
  Score: Raw -241377.152272 + Penalty 2493.192300 = -238883.959972
  nChanged 1
		SP:Iteration 24Q (42053.000000 sec): 3 clusters
  Score: Raw -241377.647531 + Penalty 2493.192300 = -238884.455231
  nChanged 0
		SP:Iteration 25F (42053.100000 sec): 3 clusters
  Score: Raw -241377.647531 + Penalty 2493.192300 = -238884.455231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42053.220000 sec): 2 clusters
  Score: Raw -12184.479963 + Penalty 852.641412 = -11331.838551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42053.310000 sec): 3 clusters
  Score: Raw -12504.974630 + Penalty 1705.282823 = -10799.691807
  nChanged 41
		SP:Iteration 1F (42053.410000 sec): 3 clusters
  Score: Raw -12685.240385 + Penalty 1705.282823 = -10979.957562
  nChanged 12
		SP:Iteration 2F (42053.510000 sec): 3 clusters
  Score: Raw -12801.203738 + Penalty 1705.282823 = -11095.920914
  nChanged 5
		SP:Iteration 3Q (42053.640000 sec): 3 clusters
  Score: Raw -12814.085763 + Penalty 1705.282823 = -11108.802940
  nChanged 1
		SP:Iteration 4Q (42053.720000 sec): 3 clusters
  Score: Raw -12816.929093 + Penalty 1705.282823 = -11111.646270
  nChanged 2
		SP:Iteration 5Q (42053.860000 sec): 3 clusters
  Score: Raw -12830.428898 + Penalty 1705.282823 = -11125.146074
  nChanged 2
		SP:Iteration 6Q (42053.960000 sec): 3 clusters
  Score: Raw -12841.693207 + Penalty 1705.282823 = -11136.410384
  nChanged 1
		SP:Iteration 7Q (42054.070000 sec): 3 clusters
  Score: Raw -12853.812337 + Penalty 1705.282823 = -11148.529513
  nChanged 2
		SP:Iteration 8Q (42054.160000 sec): 3 clusters
  Score: Raw -12866.387287 + Penalty 1705.282823 = -11161.104464
  nChanged 0
		SP:Iteration 9F (42054.310000 sec): 3 clusters
  Score: Raw -12866.387287 + Penalty 1705.282823 = -11161.104464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42054.390000 sec): 2 clusters
  Score: Raw -8554.115633 + Penalty 803.016894 = -7751.098740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42054.510000 sec): 3 clusters
  Score: Raw -8890.602572 + Penalty 1606.033787 = -7284.568785
  nChanged 29
		SP:Iteration 1F (42054.610000 sec): 3 clusters
  Score: Raw -9040.290580 + Penalty 1606.033787 = -7434.256793
  nChanged 10
		SP:Iteration 2F (42054.700000 sec): 3 clusters
  Score: Raw -9075.867530 + Penalty 1606.033787 = -7469.833742
  nChanged 3
		SP:Iteration 3Q (42054.770000 sec): 3 clusters
  Score: Raw -9088.836167 + Penalty 1606.033787 = -7482.802380
  nChanged 0
		SP:Iteration 4F (42054.870000 sec): 3 clusters
  Score: Raw -9088.836167 + Penalty 1606.033787 = -7482.802380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 117 (3241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42054.960000 sec): 2 clusters
  Score: Raw -388739.390483 + Penalty 1313.591046 = -387425.799438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42055.120000 sec): 3 clusters
  Score: Raw -387161.590553 + Penalty 2627.182091 = -384534.408462
  nChanged 1242
		SP:Iteration 1F (42055.280000 sec): 3 clusters
  Score: Raw -387893.491196 + Penalty 2627.182091 = -385266.309105
  nChanged 263
		SP:Iteration 2F (42055.380000 sec): 3 clusters
  Score: Raw -388050.663145 + Penalty 2627.182091 = -385423.481054
  nChanged 191
		SP:Iteration 3F (42055.500000 sec): 3 clusters
  Score: Raw -388176.049111 + Penalty 2627.182091 = -385548.867020
  nChanged 148
		SP:Iteration 4Q (42055.610000 sec): 3 clusters
  Score: Raw -388280.189671 + Penalty 2627.182091 = -385653.007580
  nChanged 145
		SP:Iteration 5Q (42055.740000 sec): 3 clusters
  Score: Raw -388387.701060 + Penalty 2627.182091 = -385760.518969
  nChanged 132
		SP:Iteration 6Q (42055.870000 sec): 3 clusters
  Score: Raw -388490.641246 + Penalty 2627.182091 = -385863.459155
  nChanged 115
		SP:Iteration 7Q (42056.050000 sec): 3 clusters
  Score: Raw -388579.309142 + Penalty 2627.182091 = -385952.127051
  nChanged 99
		SP:Iteration 8Q (42056.200000 sec): 3 clusters
  Score: Raw -388657.559585 + Penalty 2627.182091 = -386030.377494
  nChanged 92
		SP:Iteration 9Q (42056.310000 sec): 3 clusters
  Score: Raw -388722.859951 + Penalty 2627.182091 = -386095.677860
  nChanged 63
		SP:Iteration 10Q (42056.430000 sec): 3 clusters
  Score: Raw -388765.865437 + Penalty 2627.182091 = -386138.683346
  nChanged 55
		SP:Iteration 11Q (42056.550000 sec): 3 clusters
  Score: Raw -388809.196444 + Penalty 2627.182091 = -386182.014353
  nChanged 47
		SP:Iteration 12Q (42056.650000 sec): 3 clusters
  Score: Raw -388849.118999 + Penalty 2627.182091 = -386221.936908
  nChanged 40
		SP:Iteration 13Q (42056.750000 sec): 3 clusters
  Score: Raw -388879.232028 + Penalty 2627.182091 = -386252.049937
  nChanged 36
		SP:Iteration 14Q (42056.850000 sec): 3 clusters
  Score: Raw -388905.477797 + Penalty 2627.182091 = -386278.295706
  nChanged 27
		SP:Iteration 15Q (42056.970000 sec): 3 clusters
  Score: Raw -388924.487074 + Penalty 2627.182091 = -386297.304983
  nChanged 16
		SP:Iteration 16Q (42057.090000 sec): 3 clusters
  Score: Raw -388935.200071 + Penalty 2627.182091 = -386308.017980
  nChanged 10
		SP:Iteration 17Q (42057.240000 sec): 3 clusters
  Score: Raw -388941.400544 + Penalty 2627.182091 = -386314.218453
  nChanged 5
		SP:Iteration 18Q (42057.360000 sec): 3 clusters
  Score: Raw -388944.700743 + Penalty 2627.182091 = -386317.518652
  nChanged 6
		SP:Iteration 19Q (42057.470000 sec): 3 clusters
  Score: Raw -388949.999646 + Penalty 2627.182091 = -386322.817555
  nChanged 4
		SP:Iteration 20F (42057.620000 sec): 3 clusters
  Score: Raw -388951.952548 + Penalty 2627.182091 = -386324.770457
  nChanged 3
		SP:Iteration 21Q (42057.740000 sec): 3 clusters
  Score: Raw -388953.742784 + Penalty 2627.182091 = -386326.560693
  nChanged 2
		SP:Iteration 22Q (42057.850000 sec): 3 clusters
  Score: Raw -388954.506052 + Penalty 2627.182091 = -386327.323961
  nChanged 1
		SP:Iteration 23Q (42057.970000 sec): 3 clusters
  Score: Raw -388954.975752 + Penalty 2627.182091 = -386327.793661
  nChanged 0
		SP:Iteration 24F (42058.100000 sec): 3 clusters
  Score: Raw -388954.975752 + Penalty 2627.182091 = -386327.793661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 118 (333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42058.180000 sec): 2 clusters
  Score: Raw -26722.987836 + Penalty 943.823155 = -25779.164681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42058.320000 sec): 3 clusters
  Score: Raw -26772.700836 + Penalty 1887.646309 = -24885.054527
  nChanged 84
		SP:Iteration 1F (42058.420000 sec): 3 clusters
  Score: Raw -27035.653491 + Penalty 1887.646309 = -25148.007182
  nChanged 37
		SP:Iteration 2F (42058.520000 sec): 3 clusters
  Score: Raw -27175.128116 + Penalty 1887.646309 = -25287.481807
  nChanged 20
		SP:Iteration 3F (42058.620000 sec): 3 clusters
  Score: Raw -27224.263068 + Penalty 1887.646309 = -25336.616759
  nChanged 11
		SP:Iteration 4Q (42058.740000 sec): 3 clusters
  Score: Raw -27261.549923 + Penalty 1887.646309 = -25373.903614
  nChanged 7
		SP:Iteration 5Q (42058.840000 sec): 3 clusters
  Score: Raw -27303.454884 + Penalty 1887.646309 = -25415.808574
  nChanged 9
		SP:Iteration 6Q (42058.930000 sec): 3 clusters
  Score: Raw -27349.281375 + Penalty 1887.646309 = -25461.635066
  nChanged 3
		SP:Iteration 7Q (42059.030000 sec): 3 clusters
  Score: Raw -27360.427465 + Penalty 1887.646309 = -25472.781155
  nChanged 1
		SP:Iteration 8Q (42059.200000 sec): 3 clusters
  Score: Raw -27364.566643 + Penalty 1887.646309 = -25476.920334
  nChanged 2
		SP:Iteration 9Q (42059.360000 sec): 3 clusters
  Score: Raw -27368.567465 + Penalty 1887.646309 = -25480.921155
  nChanged 1
		SP:Iteration 10Q (42059.550000 sec): 3 clusters
  Score: Raw -27369.300875 + Penalty 1887.646309 = -25481.654566
  nChanged 0
		SP:Iteration 11F (42059.710000 sec): 3 clusters
  Score: Raw -27369.300875 + Penalty 1887.646309 = -25481.654566
  nChanged 0
Iteration 339Q (42224.990000 sec): 119 clusters
  Score: Raw -106216001.877381 + Penalty 263101.352486 = -105952900.524895
  nChanged 21
Iteration 340F (42426.960000 sec): 119 clusters
  Score: Raw -106216020.104964 + Penalty 263101.352486 = -105952918.752478
  nChanged 11
Iteration 341Q (42558.130000 sec): 119 clusters
  Score: Raw -106216037.138256 + Penalty 263101.352486 = -105952935.785769
  nChanged 17
Iteration 342Q (42679.710000 sec): 119 clusters
  Score: Raw -106216041.030599 + Penalty 263101.352486 = -105952939.678113
  nChanged 12
Iteration 343Q (42906.900000 sec): 119 clusters
  Score: Raw -106216043.133437 + Penalty 263101.352486 = -105952941.780950
  nChanged 7
Iteration 344Q (43143.000000 sec): 119 clusters
  Score: Raw -106216050.141823 + Penalty 263101.352486 = -105952948.789337
  nChanged 7
Iteration 345Q (43376.010000 sec): 119 clusters
  Score: Raw -106216077.095690 + Penalty 263101.352486 = -105952975.743204
  nChanged 4
Iteration 346Q (43622.940000 sec): 119 clusters
  Score: Raw -106216079.813922 + Penalty 263101.352486 = -105952978.461435
  nChanged 7
Iteration 347Q (43868.160000 sec): 119 clusters
  Score: Raw -106216085.959707 + Penalty 263101.352486 = -105952984.607220
  nChanged 6
Iteration 348Q (44113.490000 sec): 119 clusters
  Score: Raw -106216086.736827 + Penalty 263101.352486 = -105952985.384340
  nChanged 9
Iteration 349Q (44356.930000 sec): 119 clusters
  Score: Raw -106216087.863165 + Penalty 263101.352486 = -105952986.510678
  nChanged 5
Iteration 350Q (44602.010000 sec): 119 clusters
  Score: Raw -106216088.503192 + Penalty 263101.352486 = -105952987.150706
  nChanged 4
Iteration 351Q (44845.290000 sec): 119 clusters
  Score: Raw -106216088.959563 + Penalty 263101.352486 = -105952987.607077
  nChanged 1
Iteration 352Q (45095.820000 sec): 119 clusters
  Score: Raw -106216089.219024 + Penalty 263101.352486 = -105952987.866538
  nChanged 3
Iteration 353Q (45326.650000 sec): 119 clusters
  Score: Raw -106216089.702807 + Penalty 263101.352486 = -105952988.350321
  nChanged 4
Iteration 354Q (45472.780000 sec): 119 clusters
  Score: Raw -106216090.013663 + Penalty 263101.352486 = -105952988.661176
  nChanged 2
Iteration 355Q (45625.850000 sec): 119 clusters
  Score: Raw -106216090.115749 + Penalty 263101.352486 = -105952988.763263
  nChanged 1
Iteration 356Q (45776.080000 sec): 119 clusters
  Score: Raw -106216090.121557 + Penalty 263101.352486 = -105952988.769071
  nChanged 0
Iteration 357F (45953.680000 sec): 119 clusters
  Score: Raw -106216090.121557 + Penalty 263101.352486 = -105952988.769071
  nChanged 0
Compute initial score before splitting:   Score: Raw -106216090.121557 + Penalty 263101.352486 = -105952988.769071
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45953.840000 sec): 2 clusters
  Score: Raw -137868.281227 + Penalty 1164.643655 = -136703.637572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45954.020000 sec): 3 clusters
  Score: Raw -137385.028187 + Penalty 2329.287310 = -135055.740877
  nChanged 413
		SP:Iteration 1F (45954.160000 sec): 3 clusters
  Score: Raw -137745.731737 + Penalty 2329.287310 = -135416.444427
  nChanged 123
		SP:Iteration 2F (45954.320000 sec): 3 clusters
  Score: Raw -137887.012200 + Penalty 2329.287310 = -135557.724890
  nChanged 73
		SP:Iteration 3F (45954.490000 sec): 3 clusters
  Score: Raw -137967.279890 + Penalty 2329.287310 = -135637.992580
  nChanged 48
		SP:Iteration 4Q (45954.720000 sec): 3 clusters
  Score: Raw -138024.838111 + Penalty 2329.287310 = -135695.550801
  nChanged 48
		SP:Iteration 5Q (45954.860000 sec): 3 clusters
  Score: Raw -138070.312610 + Penalty 2329.287310 = -135741.025300
  nChanged 35
		SP:Iteration 6Q (45955.060000 sec): 3 clusters
  Score: Raw -138105.023730 + Penalty 2329.287310 = -135775.736420
  nChanged 29
		SP:Iteration 7Q (45955.230000 sec): 3 clusters
  Score: Raw -138134.062473 + Penalty 2329.287310 = -135804.775163
  nChanged 33
		SP:Iteration 8Q (45955.420000 sec): 3 clusters
  Score: Raw -138167.211640 + Penalty 2329.287310 = -135837.924330
  nChanged 22
		SP:Iteration 9Q (45955.570000 sec): 3 clusters
  Score: Raw -138191.762545 + Penalty 2329.287310 = -135862.475235
  nChanged 19
		SP:Iteration 10Q (45955.750000 sec): 3 clusters
  Score: Raw -138219.702288 + Penalty 2329.287310 = -135890.414978
  nChanged 22
		SP:Iteration 11Q (45955.950000 sec): 3 clusters
  Score: Raw -138242.505333 + Penalty 2329.287310 = -135913.218023
  nChanged 17
		SP:Iteration 12Q (45956.130000 sec): 3 clusters
  Score: Raw -138259.037881 + Penalty 2329.287310 = -135929.750571
  nChanged 17
		SP:Iteration 13Q (45956.310000 sec): 3 clusters
  Score: Raw -138272.318898 + Penalty 2329.287310 = -135943.031588
  nChanged 9
		SP:Iteration 14Q (45956.480000 sec): 3 clusters
  Score: Raw -138278.716692 + Penalty 2329.287310 = -135949.429382
  nChanged 10
		SP:Iteration 15Q (45956.680000 sec): 3 clusters
  Score: Raw -138287.314382 + Penalty 2329.287310 = -135958.027072
  nChanged 6
		SP:Iteration 16Q (45956.860000 sec): 3 clusters
  Score: Raw -138291.196072 + Penalty 2329.287310 = -135961.908762
  nChanged 3
		SP:Iteration 17Q (45957.060000 sec): 3 clusters
  Score: Raw -138293.804285 + Penalty 2329.287310 = -135964.516975
  nChanged 3
		SP:Iteration 18Q (45957.230000 sec): 3 clusters
  Score: Raw -138296.201851 + Penalty 2329.287310 = -135966.914541
  nChanged 4
		SP:Iteration 19Q (45957.400000 sec): 3 clusters
  Score: Raw -138299.892391 + Penalty 2329.287310 = -135970.605081
  nChanged 6
		SP:Iteration 20F (45957.590000 sec): 3 clusters
  Score: Raw -138306.864621 + Penalty 2329.287310 = -135977.577311
  nChanged 7
		SP:Iteration 21Q (45957.740000 sec): 3 clusters
  Score: Raw -138314.715404 + Penalty 2329.287310 = -135985.428094
  nChanged 8
		SP:Iteration 22Q (45957.980000 sec): 3 clusters
  Score: Raw -138324.234622 + Penalty 2329.287310 = -135994.947312
  nChanged 6
		SP:Iteration 23Q (45958.130000 sec): 3 clusters
  Score: Raw -138329.048069 + Penalty 2329.287310 = -135999.760759
  nChanged 8
		SP:Iteration 24Q (45958.290000 sec): 3 clusters
  Score: Raw -138333.823055 + Penalty 2329.287310 = -136004.535745
  nChanged 2
		SP:Iteration 25Q (45958.490000 sec): 3 clusters
  Score: Raw -138335.840255 + Penalty 2329.287310 = -136006.552945
  nChanged 2
		SP:Iteration 26Q (45958.650000 sec): 3 clusters
  Score: Raw -138336.530226 + Penalty 2329.287310 = -136007.242916
  nChanged 3
		SP:Iteration 27Q (45958.830000 sec): 3 clusters
  Score: Raw -138339.273109 + Penalty 2329.287310 = -136009.985799
  nChanged 4
		SP:Iteration 28Q (45958.990000 sec): 3 clusters
  Score: Raw -138343.239785 + Penalty 2329.287310 = -136013.952475
  nChanged 5
		SP:Iteration 29Q (45959.160000 sec): 3 clusters
  Score: Raw -138347.306410 + Penalty 2329.287310 = -136018.019100
  nChanged 3
		SP:Iteration 30Q (45959.340000 sec): 3 clusters
  Score: Raw -138350.354558 + Penalty 2329.287310 = -136021.067248
  nChanged 4
		SP:Iteration 31Q (45959.530000 sec): 3 clusters
  Score: Raw -138352.698784 + Penalty 2329.287310 = -136023.411474
  nChanged 1
		SP:Iteration 32Q (45959.680000 sec): 3 clusters
  Score: Raw -138353.269197 + Penalty 2329.287310 = -136023.981887
  nChanged 0
		SP:Iteration 33F (45959.850000 sec): 3 clusters
  Score: Raw -138353.269197 + Penalty 2329.287310 = -136023.981887
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45959.950000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45960.090000 sec): 3 clusters
  Score: Raw -309658.235660 + Penalty 2560.769733 = -307097.465927
  nChanged 984
		SP:Iteration 1F (45960.310000 sec): 3 clusters
  Score: Raw -310250.589267 + Penalty 2560.769733 = -307689.819535
  nChanged 181
		SP:Iteration 2F (45960.470000 sec): 3 clusters
  Score: Raw -310360.523175 + Penalty 2560.769733 = -307799.753443
  nChanged 114
		SP:Iteration 3Q (45960.630000 sec): 3 clusters
  Score: Raw -310430.091901 + Penalty 2560.769733 = -307869.322168
  nChanged 75
		SP:Iteration 4Q (45960.810000 sec): 3 clusters
  Score: Raw -310482.284696 + Penalty 2560.769733 = -307921.514963
  nChanged 75
		SP:Iteration 5Q (45960.990000 sec): 3 clusters
  Score: Raw -310546.571376 + Penalty 2560.769733 = -307985.801643
  nChanged 84
		SP:Iteration 6Q (45961.160000 sec): 3 clusters
  Score: Raw -310626.636705 + Penalty 2560.769733 = -308065.866973
  nChanged 70
		SP:Iteration 7Q (45961.330000 sec): 3 clusters
  Score: Raw -310701.172135 + Penalty 2560.769733 = -308140.402403
  nChanged 92
		SP:Iteration 8Q (45961.540000 sec): 3 clusters
  Score: Raw -310794.191096 + Penalty 2560.769733 = -308233.421363
  nChanged 91
		SP:Iteration 9Q (45961.720000 sec): 3 clusters
  Score: Raw -310886.075316 + Penalty 2560.769733 = -308325.305583
  nChanged 82
		SP:Iteration 10Q (45961.860000 sec): 3 clusters
  Score: Raw -310961.046234 + Penalty 2560.769733 = -308400.276501
  nChanged 71
		SP:Iteration 11Q (45962.040000 sec): 3 clusters
  Score: Raw -311017.614804 + Penalty 2560.769733 = -308456.845071
  nChanged 72
		SP:Iteration 12Q (45962.210000 sec): 3 clusters
  Score: Raw -311071.986480 + Penalty 2560.769733 = -308511.216748
  nChanged 65
		SP:Iteration 13Q (45962.430000 sec): 3 clusters
  Score: Raw -311121.426646 + Penalty 2560.769733 = -308560.656913
  nChanged 66
		SP:Iteration 14Q (45962.580000 sec): 3 clusters
  Score: Raw -311179.403843 + Penalty 2560.769733 = -308618.634110
  nChanged 72
		SP:Iteration 15Q (45962.760000 sec): 3 clusters
  Score: Raw -311261.781513 + Penalty 2560.769733 = -308701.011780
  nChanged 77
		SP:Iteration 16Q (45962.950000 sec): 3 clusters
  Score: Raw -311363.369997 + Penalty 2560.769733 = -308802.600264
  nChanged 74
		SP:Iteration 17Q (45963.110000 sec): 3 clusters
  Score: Raw -311449.032911 + Penalty 2560.769733 = -308888.263178
  nChanged 72
		SP:Iteration 18Q (45963.260000 sec): 3 clusters
  Score: Raw -311536.971302 + Penalty 2560.769733 = -308976.201569
  nChanged 64
		SP:Iteration 19Q (45963.450000 sec): 3 clusters
  Score: Raw -311642.131076 + Penalty 2560.769733 = -309081.361344
  nChanged 55
		SP:Iteration 20F (45963.650000 sec): 3 clusters
  Score: Raw -311792.686110 + Penalty 2560.769733 = -309231.916378
  nChanged 58
		SP:Iteration 21Q (45963.830000 sec): 3 clusters
  Score: Raw -312022.263254 + Penalty 2560.769733 = -309461.493521
  nChanged 37
		SP:Iteration 22Q (45963.990000 sec): 3 clusters
  Score: Raw -312092.253878 + Penalty 2560.769733 = -309531.484145
  nChanged 28
		SP:Iteration 23Q (45964.130000 sec): 3 clusters
  Score: Raw -312106.996963 + Penalty 2560.769733 = -309546.227230
  nChanged 11
		SP:Iteration 24Q (45964.310000 sec): 3 clusters
  Score: Raw -312112.167464 + Penalty 2560.769733 = -309551.397731
  nChanged 5
		SP:Iteration 25Q (45964.470000 sec): 3 clusters
  Score: Raw -312115.085180 + Penalty 2560.769733 = -309554.315448
  nChanged 5
		SP:Iteration 26Q (45964.680000 sec): 3 clusters
  Score: Raw -312116.909123 + Penalty 2560.769733 = -309556.139390
  nChanged 0
		SP:Iteration 27F (45964.890000 sec): 3 clusters
  Score: Raw -312116.909123 + Penalty 2560.769733 = -309556.139390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45965.180000 sec): 2 clusters
  Score: Raw -6160580.120444 + Penalty 1757.173900 = -6158822.946544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45965.550000 sec): 3 clusters
  Score: Raw -6129266.208659 + Penalty 3514.347800 = -6125751.860859
  nChanged 23183
		SP:Iteration 1F (45965.940000 sec): 3 clusters
  Score: Raw -6142540.902163 + Penalty 3514.347800 = -6139026.554363
  nChanged 2101
		SP:Iteration 2Q (45966.360000 sec): 3 clusters
  Score: Raw -6143366.979947 + Penalty 3514.347800 = -6139852.632147
  nChanged 2386
		SP:Iteration 3Q (45966.740000 sec): 3 clusters
  Score: Raw -6144577.006419 + Penalty 3514.347800 = -6141062.658619
  nChanged 2934
		SP:Iteration 4F (45967.130000 sec): 3 clusters
  Score: Raw -6146483.448066 + Penalty 3514.347800 = -6142969.100266
  nChanged 3483
		SP:Iteration 5F (45967.560000 sec): 3 clusters
  Score: Raw -6149156.772169 + Penalty 3514.347800 = -6145642.424370
  nChanged 3954
		SP:Iteration 6F (45967.910000 sec): 3 clusters
  Score: Raw -6152577.977926 + Penalty 3514.347800 = -6149063.630127
  nChanged 3633
		SP:Iteration 7F (45968.280000 sec): 3 clusters
  Score: Raw -6155883.216836 + Penalty 3514.347800 = -6152368.869036
  nChanged 2686
		SP:Iteration 8F (45968.670000 sec): 3 clusters
  Score: Raw -6158342.965296 + Penalty 3514.347800 = -6154828.617497
  nChanged 1585
		SP:Iteration 9Q (45969.000000 sec): 3 clusters
  Score: Raw -6159796.321453 + Penalty 3514.347800 = -6156281.973653
  nChanged 637
		SP:Iteration 10Q (45969.410000 sec): 3 clusters
  Score: Raw -6160395.729553 + Penalty 3514.347800 = -6156881.381754
  nChanged 213
		SP:Iteration 11Q (45969.750000 sec): 3 clusters
  Score: Raw -6160611.970615 + Penalty 3514.347800 = -6157097.622815
  nChanged 69
		SP:Iteration 12Q (45970.060000 sec): 3 clusters
  Score: Raw -6160684.609234 + Penalty 3514.347800 = -6157170.261434
  nChanged 28
		SP:Iteration 13Q (45970.360000 sec): 3 clusters
  Score: Raw -6160716.669864 + Penalty 3514.347800 = -6157202.322065
  nChanged 19
		SP:Iteration 14Q (45970.670000 sec): 3 clusters
  Score: Raw -6160737.652927 + Penalty 3514.347800 = -6157223.305127
  nChanged 11
		SP:Iteration 15Q (45971.010000 sec): 3 clusters
  Score: Raw -6160749.839317 + Penalty 3514.347800 = -6157235.491517
  nChanged 5
		SP:Iteration 16Q (45971.350000 sec): 3 clusters
  Score: Raw -6160755.044366 + Penalty 3514.347800 = -6157240.696566
  nChanged 5
		SP:Iteration 17Q (45971.680000 sec): 3 clusters
  Score: Raw -6160768.490758 + Penalty 3514.347800 = -6157254.142958
  nChanged 6
		SP:Iteration 18Q (45972.010000 sec): 3 clusters
  Score: Raw -6160781.871748 + Penalty 3514.347800 = -6157267.523948
  nChanged 5
		SP:Iteration 19Q (45972.280000 sec): 3 clusters
  Score: Raw -6160788.596405 + Penalty 3514.347800 = -6157274.248605
  nChanged 5
		SP:Iteration 20F (45972.660000 sec): 3 clusters
  Score: Raw -6160800.966855 + Penalty 3514.347800 = -6157286.619055
  nChanged 4
		SP:Iteration 21Q (45972.950000 sec): 3 clusters
  Score: Raw -6160805.624707 + Penalty 3514.347800 = -6157291.276907
  nChanged 1
		SP:Iteration 22Q (45973.280000 sec): 3 clusters
  Score: Raw -6160811.275920 + Penalty 3514.347800 = -6157296.928121
  nChanged 2
		SP:Iteration 23Q (45973.640000 sec): 3 clusters
  Score: Raw -6160812.608441 + Penalty 3514.347800 = -6157298.260641
  nChanged 1
		SP:Iteration 24Q (45974.010000 sec): 3 clusters
  Score: Raw -6160813.209912 + Penalty 3514.347800 = -6157298.862112
  nChanged 0
		SP:Iteration 25F (45974.390000 sec): 3 clusters
  Score: Raw -6160813.209912 + Penalty 3514.347800 = -6157298.862112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45974.500000 sec): 2 clusters
  Score: Raw -299378.604911 + Penalty 1281.671395 = -298096.933516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45974.690000 sec): 3 clusters
  Score: Raw -298138.243889 + Penalty 2563.342790 = -295574.901099
  nChanged 996
		SP:Iteration 1F (45974.880000 sec): 3 clusters
  Score: Raw -298767.852421 + Penalty 2563.342790 = -296204.509631
  nChanged 260
		SP:Iteration 2F (45975.080000 sec): 3 clusters
  Score: Raw -298994.520655 + Penalty 2563.342790 = -296431.177865
  nChanged 183
		SP:Iteration 3F (45975.240000 sec): 3 clusters
  Score: Raw -299174.273366 + Penalty 2563.342790 = -296610.930576
  nChanged 154
		SP:Iteration 4F (45975.420000 sec): 3 clusters
  Score: Raw -299301.355175 + Penalty 2563.342790 = -296738.012385
  nChanged 125
		SP:Iteration 5Q (45975.640000 sec): 3 clusters
  Score: Raw -299399.512645 + Penalty 2563.342790 = -296836.169855
  nChanged 92
		SP:Iteration 6Q (45975.790000 sec): 3 clusters
  Score: Raw -299473.801690 + Penalty 2563.342790 = -296910.458899
  nChanged 73
		SP:Iteration 7Q (45975.990000 sec): 3 clusters
  Score: Raw -299542.880706 + Penalty 2563.342790 = -296979.537915
  nChanged 92
		SP:Iteration 8Q (45976.180000 sec): 3 clusters
  Score: Raw -299643.531410 + Penalty 2563.342790 = -297080.188619
  nChanged 102
		SP:Iteration 9Q (45976.350000 sec): 3 clusters
  Score: Raw -299768.299963 + Penalty 2563.342790 = -297204.957173
  nChanged 90
		SP:Iteration 10Q (45976.560000 sec): 3 clusters
  Score: Raw -299860.400234 + Penalty 2563.342790 = -297297.057444
  nChanged 71
		SP:Iteration 11Q (45976.710000 sec): 3 clusters
  Score: Raw -299911.021141 + Penalty 2563.342790 = -297347.678351
  nChanged 48
		SP:Iteration 12Q (45976.890000 sec): 3 clusters
  Score: Raw -299940.632687 + Penalty 2563.342790 = -297377.289896
  nChanged 29
		SP:Iteration 13Q (45977.070000 sec): 3 clusters
  Score: Raw -299956.866451 + Penalty 2563.342790 = -297393.523660
  nChanged 22
		SP:Iteration 14Q (45977.300000 sec): 3 clusters
  Score: Raw -299970.015098 + Penalty 2563.342790 = -297406.672307
  nChanged 19
		SP:Iteration 15Q (45977.430000 sec): 3 clusters
  Score: Raw -299978.525393 + Penalty 2563.342790 = -297415.182603
  nChanged 13
		SP:Iteration 16Q (45977.640000 sec): 3 clusters
  Score: Raw -299987.259684 + Penalty 2563.342790 = -297423.916894
  nChanged 10
		SP:Iteration 17Q (45977.800000 sec): 3 clusters
  Score: Raw -299992.356123 + Penalty 2563.342790 = -297429.013333
  nChanged 6
		SP:Iteration 18Q (45977.950000 sec): 3 clusters
  Score: Raw -299995.569367 + Penalty 2563.342790 = -297432.226577
  nChanged 6
		SP:Iteration 19Q (45978.100000 sec): 3 clusters
  Score: Raw -299998.538649 + Penalty 2563.342790 = -297435.195858
  nChanged 6
		SP:Iteration 20F (45978.270000 sec): 3 clusters
  Score: Raw -300003.597885 + Penalty 2563.342790 = -297440.255094
  nChanged 8
		SP:Iteration 21Q (45978.430000 sec): 3 clusters
  Score: Raw -300009.874245 + Penalty 2563.342790 = -297446.531454
  nChanged 11
		SP:Iteration 22Q (45978.620000 sec): 3 clusters
  Score: Raw -300016.236174 + Penalty 2563.342790 = -297452.893383
  nChanged 14
		SP:Iteration 23Q (45978.740000 sec): 3 clusters
  Score: Raw -300024.148958 + Penalty 2563.342790 = -297460.806168
  nChanged 11
		SP:Iteration 24Q (45978.910000 sec): 3 clusters
  Score: Raw -300027.369110 + Penalty 2563.342790 = -297464.026319
  nChanged 5
		SP:Iteration 25Q (45979.050000 sec): 3 clusters
  Score: Raw -300029.090098 + Penalty 2563.342790 = -297465.747307
  nChanged 10
		SP:Iteration 26Q (45979.220000 sec): 3 clusters
  Score: Raw -300036.268615 + Penalty 2563.342790 = -297472.925824
  nChanged 11
		SP:Iteration 27Q (45979.360000 sec): 3 clusters
  Score: Raw -300041.301485 + Penalty 2563.342790 = -297477.958694
  nChanged 6
		SP:Iteration 28Q (45979.490000 sec): 3 clusters
  Score: Raw -300044.868789 + Penalty 2563.342790 = -297481.525999
  nChanged 4
		SP:Iteration 29Q (45979.680000 sec): 3 clusters
  Score: Raw -300047.038506 + Penalty 2563.342790 = -297483.695716
  nChanged 1
		SP:Iteration 30Q (45979.870000 sec): 3 clusters
  Score: Raw -300047.197967 + Penalty 2563.342790 = -297483.855177
  nChanged 1
		SP:Iteration 31Q (45980.020000 sec): 3 clusters
  Score: Raw -300047.591498 + Penalty 2563.342790 = -297484.248708
  nChanged 0
		SP:Iteration 32F (45980.200000 sec): 3 clusters
  Score: Raw -300047.591498 + Penalty 2563.342790 = -297484.248708
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45980.270000 sec): 2 clusters
  Score: Raw -25192.366650 + Penalty 881.554378 = -24310.812272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45980.440000 sec): 3 clusters
  Score: Raw -25518.587468 + Penalty 1763.108756 = -23755.478712
  nChanged 49
		SP:Iteration 1F (45980.620000 sec): 3 clusters
  Score: Raw -25690.313738 + Penalty 1763.108756 = -23927.204982
  nChanged 17
		SP:Iteration 2F (45980.780000 sec): 3 clusters
  Score: Raw -25766.222576 + Penalty 1763.108756 = -24003.113821
  nChanged 10
		SP:Iteration 3Q (45980.970000 sec): 3 clusters
  Score: Raw -25807.870956 + Penalty 1763.108756 = -24044.762200
  nChanged 2
		SP:Iteration 4Q (45981.140000 sec): 3 clusters
  Score: Raw -25814.148256 + Penalty 1763.108756 = -24051.039500
  nChanged 2
		SP:Iteration 5Q (45981.300000 sec): 3 clusters
  Score: Raw -25835.210610 + Penalty 1763.108756 = -24072.101855
  nChanged 0
		SP:Iteration 6F (45981.500000 sec): 3 clusters
  Score: Raw -25835.210610 + Penalty 1763.108756 = -24072.101855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45981.580000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45981.770000 sec): 3 clusters
  Score: Raw -63233.002763 + Penalty 2046.560529 = -61186.442234
  nChanged 118
		SP:Iteration 1F (45981.930000 sec): 3 clusters
  Score: Raw -63389.114171 + Penalty 2046.560529 = -61342.553642
  nChanged 33
		SP:Iteration 2F (45982.130000 sec): 3 clusters
  Score: Raw -63449.580144 + Penalty 2046.560529 = -61403.019615
  nChanged 17
		SP:Iteration 3Q (45982.310000 sec): 3 clusters
  Score: Raw -63477.161801 + Penalty 2046.560529 = -61430.601272
  nChanged 14
		SP:Iteration 4Q (45982.480000 sec): 3 clusters
  Score: Raw -63506.486087 + Penalty 2046.560529 = -61459.925558
  nChanged 13
		SP:Iteration 5Q (45982.670000 sec): 3 clusters
  Score: Raw -63525.806354 + Penalty 2046.560529 = -61479.245825
  nChanged 6
		SP:Iteration 6Q (45982.820000 sec): 3 clusters
  Score: Raw -63533.547244 + Penalty 2046.560529 = -61486.986715
  nChanged 2
		SP:Iteration 7Q (45982.930000 sec): 3 clusters
  Score: Raw -63536.482199 + Penalty 2046.560529 = -61489.921670
  nChanged 0
		SP:Iteration 8F (45983.050000 sec): 3 clusters
  Score: Raw -63536.482199 + Penalty 2046.560529 = -61489.921670
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45983.220000 sec): 2 clusters
  Score: Raw -999233.553155 + Penalty 1461.250169 = -997772.302986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45983.440000 sec): 3 clusters
  Score: Raw -994808.723276 + Penalty 2922.500338 = -991886.222938
  nChanged 3423
		SP:Iteration 1F (45983.620000 sec): 3 clusters
  Score: Raw -996677.358458 + Penalty 2922.500338 = -993754.858120
  nChanged 492
		SP:Iteration 2F (45983.840000 sec): 3 clusters
  Score: Raw -996891.974383 + Penalty 2922.500338 = -993969.474045
  nChanged 376
		SP:Iteration 3Q (45984.050000 sec): 3 clusters
  Score: Raw -997051.049130 + Penalty 2922.500338 = -994128.548792
  nChanged 349
		SP:Iteration 4Q (45984.250000 sec): 3 clusters
  Score: Raw -997185.533113 + Penalty 2922.500338 = -994263.032775
  nChanged 300
		SP:Iteration 5Q (45984.440000 sec): 3 clusters
  Score: Raw -997305.693900 + Penalty 2922.500338 = -994383.193562
  nChanged 274
		SP:Iteration 6Q (45984.640000 sec): 3 clusters
  Score: Raw -997419.094539 + Penalty 2922.500338 = -994496.594201
  nChanged 303
		SP:Iteration 7Q (45984.860000 sec): 3 clusters
  Score: Raw -997556.264062 + Penalty 2922.500338 = -994633.763724
  nChanged 309
		SP:Iteration 8Q (45985.040000 sec): 3 clusters
  Score: Raw -997718.099183 + Penalty 2922.500338 = -994795.598845
  nChanged 330
		SP:Iteration 9Q (45985.210000 sec): 3 clusters
  Score: Raw -997920.757286 + Penalty 2922.500338 = -994998.256948
  nChanged 352
		SP:Iteration 10Q (45985.390000 sec): 3 clusters
  Score: Raw -998151.752408 + Penalty 2922.500338 = -995229.252070
  nChanged 320
		SP:Iteration 11Q (45985.600000 sec): 3 clusters
  Score: Raw -998374.447543 + Penalty 2922.500338 = -995451.947205
  nChanged 288
		SP:Iteration 12Q (45985.800000 sec): 3 clusters
  Score: Raw -998581.080431 + Penalty 2922.500338 = -995658.580093
  nChanged 239
		SP:Iteration 13Q (45985.980000 sec): 3 clusters
  Score: Raw -998744.424947 + Penalty 2922.500338 = -995821.924609
  nChanged 193
		SP:Iteration 14Q (45986.180000 sec): 3 clusters
  Score: Raw -998885.448853 + Penalty 2922.500338 = -995962.948515
  nChanged 152
		SP:Iteration 15Q (45986.390000 sec): 3 clusters
  Score: Raw -998983.654558 + Penalty 2922.500338 = -996061.154220
  nChanged 124
		SP:Iteration 16Q (45986.580000 sec): 3 clusters
  Score: Raw -999072.602197 + Penalty 2922.500338 = -996150.101859
  nChanged 97
		SP:Iteration 17Q (45986.800000 sec): 3 clusters
  Score: Raw -999137.667018 + Penalty 2922.500338 = -996215.166680
  nChanged 70
		SP:Iteration 18Q (45986.970000 sec): 3 clusters
  Score: Raw -999187.490511 + Penalty 2922.500338 = -996264.990173
  nChanged 58
		SP:Iteration 19Q (45987.210000 sec): 3 clusters
  Score: Raw -999224.900250 + Penalty 2922.500338 = -996302.399912
  nChanged 43
		SP:Iteration 20F (45987.380000 sec): 3 clusters
  Score: Raw -999250.988468 + Penalty 2922.500338 = -996328.488130
  nChanged 34
		SP:Iteration 21Q (45987.590000 sec): 3 clusters
  Score: Raw -999271.467489 + Penalty 2922.500338 = -996348.967151
  nChanged 39
		SP:Iteration 22Q (45987.780000 sec): 3 clusters
  Score: Raw -999299.331861 + Penalty 2922.500338 = -996376.831523
  nChanged 30
		SP:Iteration 23Q (45987.990000 sec): 3 clusters
  Score: Raw -999319.535875 + Penalty 2922.500338 = -996397.035537
  nChanged 23
		SP:Iteration 24Q (45988.200000 sec): 3 clusters
  Score: Raw -999338.693315 + Penalty 2922.500338 = -996416.192977
  nChanged 22
		SP:Iteration 25Q (45988.400000 sec): 3 clusters
  Score: Raw -999354.223626 + Penalty 2922.500338 = -996431.723288
  nChanged 25
		SP:Iteration 26Q (45988.620000 sec): 3 clusters
  Score: Raw -999365.967624 + Penalty 2922.500338 = -996443.467286
  nChanged 11
		SP:Iteration 27Q (45988.820000 sec): 3 clusters
  Score: Raw -999372.350652 + Penalty 2922.500338 = -996449.850314
  nChanged 10
		SP:Iteration 28Q (45989.050000 sec): 3 clusters
  Score: Raw -999376.658419 + Penalty 2922.500338 = -996454.158081
  nChanged 5
		SP:Iteration 29Q (45989.200000 sec): 3 clusters
  Score: Raw -999380.416315 + Penalty 2922.500338 = -996457.915977
  nChanged 9
		SP:Iteration 30Q (45989.400000 sec): 3 clusters
  Score: Raw -999386.906199 + Penalty 2922.500338 = -996464.405861
  nChanged 10
		SP:Iteration 31Q (45989.610000 sec): 3 clusters
  Score: Raw -999392.371914 + Penalty 2922.500338 = -996469.871576
  nChanged 6
		SP:Iteration 32Q (45989.790000 sec): 3 clusters
  Score: Raw -999394.492462 + Penalty 2922.500338 = -996471.992124
  nChanged 3
		SP:Iteration 33Q (45990.020000 sec): 3 clusters
  Score: Raw -999395.439741 + Penalty 2922.500338 = -996472.939403
  nChanged 2
		SP:Iteration 34Q (45990.200000 sec): 3 clusters
  Score: Raw -999396.173471 + Penalty 2922.500338 = -996473.673133
  nChanged 1
		SP:Iteration 35Q (45990.420000 sec): 3 clusters
  Score: Raw -999396.624926 + Penalty 2922.500338 = -996474.124588
  nChanged 1
		SP:Iteration 36Q (45990.590000 sec): 3 clusters
  Score: Raw -999397.234490 + Penalty 2922.500338 = -996474.734152
  nChanged 2
		SP:Iteration 37Q (45990.760000 sec): 3 clusters
  Score: Raw -999398.093406 + Penalty 2922.500338 = -996475.593068
  nChanged 2
		SP:Iteration 38Q (45991.010000 sec): 3 clusters
  Score: Raw -999399.249425 + Penalty 2922.500338 = -996476.749086
  nChanged 3
		SP:Iteration 39Q (45991.170000 sec): 3 clusters
  Score: Raw -999400.784776 + Penalty 2922.500338 = -996478.284438
  nChanged 4
		SP:Iteration 40F (45991.390000 sec): 3 clusters
  Score: Raw -999403.242720 + Penalty 2922.500338 = -996480.742382
  nChanged 2
		SP:Iteration 41Q (45991.570000 sec): 3 clusters
  Score: Raw -999404.235953 + Penalty 2922.500338 = -996481.735615
  nChanged 0
		SP:Iteration 42F (45991.800000 sec): 3 clusters
  Score: Raw -999404.235953 + Penalty 2922.500338 = -996481.735615
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45991.900000 sec): 2 clusters
  Score: Raw -872942.318328 + Penalty 1439.646560 = -871502.671767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45992.100000 sec): 3 clusters
  Score: Raw -869117.597870 + Penalty 2879.293121 = -866238.304749
  nChanged 2911
		SP:Iteration 1F (45992.280000 sec): 3 clusters
  Score: Raw -870727.271176 + Penalty 2879.293121 = -867847.978055
  nChanged 483
		SP:Iteration 2F (45992.470000 sec): 3 clusters
  Score: Raw -870971.801281 + Penalty 2879.293121 = -868092.508160
  nChanged 393
		SP:Iteration 3F (45992.670000 sec): 3 clusters
  Score: Raw -871184.133386 + Penalty 2879.293121 = -868304.840265
  nChanged 367
		SP:Iteration 4F (45992.860000 sec): 3 clusters
  Score: Raw -871375.327141 + Penalty 2879.293121 = -868496.034020
  nChanged 307
		SP:Iteration 5Q (45993.050000 sec): 3 clusters
  Score: Raw -871556.384692 + Penalty 2879.293121 = -868677.091571
  nChanged 325
		SP:Iteration 6Q (45993.250000 sec): 3 clusters
  Score: Raw -871763.362716 + Penalty 2879.293121 = -868884.069595
  nChanged 296
		SP:Iteration 7Q (45993.440000 sec): 3 clusters
  Score: Raw -871937.927100 + Penalty 2879.293121 = -869058.633979
  nChanged 288
		SP:Iteration 8Q (45993.650000 sec): 3 clusters
  Score: Raw -872122.055662 + Penalty 2879.293121 = -869242.762541
  nChanged 281
		SP:Iteration 9Q (45993.860000 sec): 3 clusters
  Score: Raw -872326.183875 + Penalty 2879.293121 = -869446.890754
  nChanged 299
		SP:Iteration 10Q (45994.060000 sec): 3 clusters
  Score: Raw -872561.511338 + Penalty 2879.293121 = -869682.218217
  nChanged 262
		SP:Iteration 11Q (45994.240000 sec): 3 clusters
  Score: Raw -872765.005550 + Penalty 2879.293121 = -869885.712429
  nChanged 238
		SP:Iteration 12Q (45994.460000 sec): 3 clusters
  Score: Raw -872930.258719 + Penalty 2879.293121 = -870050.965598
  nChanged 181
		SP:Iteration 13Q (45994.680000 sec): 3 clusters
  Score: Raw -873020.974652 + Penalty 2879.293121 = -870141.681531
  nChanged 116
		SP:Iteration 14Q (45994.880000 sec): 3 clusters
  Score: Raw -873073.203629 + Penalty 2879.293121 = -870193.910508
  nChanged 99
		SP:Iteration 15Q (45995.100000 sec): 3 clusters
  Score: Raw -873112.323469 + Penalty 2879.293121 = -870233.030348
  nChanged 69
		SP:Iteration 16Q (45995.300000 sec): 3 clusters
  Score: Raw -873133.745937 + Penalty 2879.293121 = -870254.452816
  nChanged 51
		SP:Iteration 17Q (45995.510000 sec): 3 clusters
  Score: Raw -873145.757810 + Penalty 2879.293121 = -870266.464689
  nChanged 32
		SP:Iteration 18Q (45995.700000 sec): 3 clusters
  Score: Raw -873151.845291 + Penalty 2879.293121 = -870272.552170
  nChanged 30
		SP:Iteration 19Q (45995.900000 sec): 3 clusters
  Score: Raw -873157.356936 + Penalty 2879.293121 = -870278.063815
  nChanged 18
		SP:Iteration 20F (45996.100000 sec): 3 clusters
  Score: Raw -873160.990113 + Penalty 2879.293121 = -870281.696992
  nChanged 17
		SP:Iteration 21Q (45996.300000 sec): 3 clusters
  Score: Raw -873163.847992 + Penalty 2879.293121 = -870284.554871
  nChanged 18
		SP:Iteration 22Q (45996.500000 sec): 3 clusters
  Score: Raw -873167.730702 + Penalty 2879.293121 = -870288.437581
  nChanged 16
		SP:Iteration 23Q (45996.700000 sec): 3 clusters
  Score: Raw -873170.343139 + Penalty 2879.293121 = -870291.050018
  nChanged 9
		SP:Iteration 24Q (45996.890000 sec): 3 clusters
  Score: Raw -873171.850035 + Penalty 2879.293121 = -870292.556914
  nChanged 11
		SP:Iteration 25Q (45997.060000 sec): 3 clusters
  Score: Raw -873174.078575 + Penalty 2879.293121 = -870294.785454
  nChanged 21
		SP:Iteration 26Q (45997.260000 sec): 3 clusters
  Score: Raw -873177.164489 + Penalty 2879.293121 = -870297.871368
  nChanged 10
		SP:Iteration 27Q (45997.430000 sec): 3 clusters
  Score: Raw -873178.497721 + Penalty 2879.293121 = -870299.204600
  nChanged 7
		SP:Iteration 28Q (45997.640000 sec): 3 clusters
  Score: Raw -873179.479788 + Penalty 2879.293121 = -870300.186667
  nChanged 9
		SP:Iteration 29Q (45997.860000 sec): 3 clusters
  Score: Raw -873180.925490 + Penalty 2879.293121 = -870301.632369
  nChanged 5
		SP:Iteration 30Q (45998.030000 sec): 3 clusters
  Score: Raw -873181.502010 + Penalty 2879.293121 = -870302.208889
  nChanged 6
		SP:Iteration 31Q (45998.240000 sec): 3 clusters
  Score: Raw -873182.229164 + Penalty 2879.293121 = -870302.936043
  nChanged 1
		SP:Iteration 32Q (45998.420000 sec): 3 clusters
  Score: Raw -873182.265745 + Penalty 2879.293121 = -870302.972624
  nChanged 0
		SP:Iteration 33F (45998.640000 sec): 3 clusters
  Score: Raw -873182.265745 + Penalty 2879.293121 = -870302.972624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45998.710000 sec): 2 clusters
  Score: Raw -131496.822642 + Penalty 1154.022345 = -130342.800296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45998.930000 sec): 3 clusters
  Score: Raw -131138.630802 + Penalty 2308.044691 = -128830.586111
  nChanged 386
		SP:Iteration 1F (45999.110000 sec): 3 clusters
  Score: Raw -131576.984023 + Penalty 2308.044691 = -129268.939332
  nChanged 97
		SP:Iteration 2F (45999.300000 sec): 3 clusters
  Score: Raw -131684.398280 + Penalty 2308.044691 = -129376.353589
  nChanged 59
		SP:Iteration 3Q (45999.460000 sec): 3 clusters
  Score: Raw -131750.330678 + Penalty 2308.044691 = -129442.285987
  nChanged 36
		SP:Iteration 4Q (45999.640000 sec): 3 clusters
  Score: Raw -131785.635862 + Penalty 2308.044691 = -129477.591172
  nChanged 20
		SP:Iteration 5Q (45999.810000 sec): 3 clusters
  Score: Raw -131814.665397 + Penalty 2308.044691 = -129506.620706
  nChanged 11
		SP:Iteration 6Q (45999.970000 sec): 3 clusters
  Score: Raw -131832.530664 + Penalty 2308.044691 = -129524.485973
  nChanged 12
		SP:Iteration 7Q (46000.170000 sec): 3 clusters
  Score: Raw -131842.844175 + Penalty 2308.044691 = -129534.799484
  nChanged 15
		SP:Iteration 8Q (46000.320000 sec): 3 clusters
  Score: Raw -131855.749655 + Penalty 2308.044691 = -129547.704964
  nChanged 13
		SP:Iteration 9Q (46000.510000 sec): 3 clusters
  Score: Raw -131869.388607 + Penalty 2308.044691 = -129561.343916
  nChanged 8
		SP:Iteration 10Q (46000.720000 sec): 3 clusters
  Score: Raw -131877.575026 + Penalty 2308.044691 = -129569.530335
  nChanged 6
		SP:Iteration 11Q (46000.900000 sec): 3 clusters
  Score: Raw -131881.990643 + Penalty 2308.044691 = -129573.945952
  nChanged 6
		SP:Iteration 12Q (46001.060000 sec): 3 clusters
  Score: Raw -131888.238227 + Penalty 2308.044691 = -129580.193536
  nChanged 4
		SP:Iteration 13Q (46001.230000 sec): 3 clusters
  Score: Raw -131890.721813 + Penalty 2308.044691 = -129582.677122
  nChanged 6
		SP:Iteration 14Q (46001.400000 sec): 3 clusters
  Score: Raw -131895.092222 + Penalty 2308.044691 = -129587.047532
  nChanged 5
		SP:Iteration 15Q (46001.570000 sec): 3 clusters
  Score: Raw -131899.639074 + Penalty 2308.044691 = -129591.594383
  nChanged 3
		SP:Iteration 16Q (46001.750000 sec): 3 clusters
  Score: Raw -131900.913340 + Penalty 2308.044691 = -129592.868649
  nChanged 0
		SP:Iteration 17F (46001.940000 sec): 3 clusters
  Score: Raw -131900.913340 + Penalty 2308.044691 = -129592.868649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46002.060000 sec): 2 clusters
  Score: Raw -145889.457653 + Penalty 1156.414048 = -144733.043604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46002.220000 sec): 3 clusters
  Score: Raw -145463.595503 + Penalty 2312.828097 = -143150.767406
  nChanged 425
		SP:Iteration 1F (46002.430000 sec): 3 clusters
  Score: Raw -145798.783556 + Penalty 2312.828097 = -143485.955459
  nChanged 104
		SP:Iteration 2F (46002.610000 sec): 3 clusters
  Score: Raw -145895.374561 + Penalty 2312.828097 = -143582.546464
  nChanged 62
		SP:Iteration 3F (46002.740000 sec): 3 clusters
  Score: Raw -145945.007861 + Penalty 2312.828097 = -143632.179764
  nChanged 41
		SP:Iteration 4Q (46002.930000 sec): 3 clusters
  Score: Raw -145983.051217 + Penalty 2312.828097 = -143670.223120
  nChanged 41
		SP:Iteration 5Q (46003.130000 sec): 3 clusters
  Score: Raw -146022.990180 + Penalty 2312.828097 = -143710.162083
  nChanged 35
		SP:Iteration 6Q (46003.290000 sec): 3 clusters
  Score: Raw -146051.195245 + Penalty 2312.828097 = -143738.367148
  nChanged 19
		SP:Iteration 7Q (46003.480000 sec): 3 clusters
  Score: Raw -146080.910538 + Penalty 2312.828097 = -143768.082442
  nChanged 29
		SP:Iteration 8Q (46003.680000 sec): 3 clusters
  Score: Raw -146107.785074 + Penalty 2312.828097 = -143794.956977
  nChanged 30
		SP:Iteration 9Q (46003.860000 sec): 3 clusters
  Score: Raw -146136.132286 + Penalty 2312.828097 = -143823.304189
  nChanged 28
		SP:Iteration 10Q (46004.020000 sec): 3 clusters
  Score: Raw -146183.943450 + Penalty 2312.828097 = -143871.115354
  nChanged 43
		SP:Iteration 11Q (46004.210000 sec): 3 clusters
  Score: Raw -146240.300510 + Penalty 2312.828097 = -143927.472413
  nChanged 33
		SP:Iteration 12Q (46004.400000 sec): 3 clusters
  Score: Raw -146289.262624 + Penalty 2312.828097 = -143976.434527
  nChanged 32
		SP:Iteration 13Q (46004.570000 sec): 3 clusters
  Score: Raw -146325.171493 + Penalty 2312.828097 = -144012.343396
  nChanged 21
		SP:Iteration 14Q (46004.760000 sec): 3 clusters
  Score: Raw -146350.849833 + Penalty 2312.828097 = -144038.021736
  nChanged 20
		SP:Iteration 15Q (46004.960000 sec): 3 clusters
  Score: Raw -146376.358871 + Penalty 2312.828097 = -144063.530774
  nChanged 19
		SP:Iteration 16Q (46005.150000 sec): 3 clusters
  Score: Raw -146405.492565 + Penalty 2312.828097 = -144092.664468
  nChanged 13
		SP:Iteration 17Q (46005.270000 sec): 3 clusters
  Score: Raw -146418.743739 + Penalty 2312.828097 = -144105.915642
  nChanged 7
		SP:Iteration 18Q (46005.420000 sec): 3 clusters
  Score: Raw -146424.490466 + Penalty 2312.828097 = -144111.662369
  nChanged 11
		SP:Iteration 19Q (46005.590000 sec): 3 clusters
  Score: Raw -146433.410871 + Penalty 2312.828097 = -144120.582774
  nChanged 5
		SP:Iteration 20F (46005.790000 sec): 3 clusters
  Score: Raw -146443.590854 + Penalty 2312.828097 = -144130.762757
  nChanged 6
		SP:Iteration 21Q (46005.980000 sec): 3 clusters
  Score: Raw -146457.416355 + Penalty 2312.828097 = -144144.588258
  nChanged 6
		SP:Iteration 22Q (46006.150000 sec): 3 clusters
  Score: Raw -146466.380617 + Penalty 2312.828097 = -144153.552520
  nChanged 3
		SP:Iteration 23Q (46006.310000 sec): 3 clusters
  Score: Raw -146469.716185 + Penalty 2312.828097 = -144156.888088
  nChanged 3
		SP:Iteration 24Q (46006.500000 sec): 3 clusters
  Score: Raw -146472.469712 + Penalty 2312.828097 = -144159.641615
  nChanged 6
		SP:Iteration 25Q (46006.680000 sec): 3 clusters
  Score: Raw -146478.352285 + Penalty 2312.828097 = -144165.524188
  nChanged 7
		SP:Iteration 26Q (46006.830000 sec): 3 clusters
  Score: Raw -146483.276976 + Penalty 2312.828097 = -144170.448879
  nChanged 4
		SP:Iteration 27Q (46007.010000 sec): 3 clusters
  Score: Raw -146486.454401 + Penalty 2312.828097 = -144173.626305
  nChanged 5
		SP:Iteration 28Q (46007.140000 sec): 3 clusters
  Score: Raw -146489.509144 + Penalty 2312.828097 = -144176.681047
  nChanged 4
		SP:Iteration 29Q (46007.290000 sec): 3 clusters
  Score: Raw -146491.173163 + Penalty 2312.828097 = -144178.345067
  nChanged 1
		SP:Iteration 30Q (46007.460000 sec): 3 clusters
  Score: Raw -146491.688810 + Penalty 2312.828097 = -144178.860713
  nChanged 0
		SP:Iteration 31F (46007.610000 sec): 3 clusters
  Score: Raw -146491.688810 + Penalty 2312.828097 = -144178.860713
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46007.720000 sec): 2 clusters
  Score: Raw -302130.622399 + Penalty 1291.784718 = -300838.837680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46007.900000 sec): 3 clusters
  Score: Raw -300826.991327 + Penalty 2583.569437 = -298243.421890
  nChanged 1074
		SP:Iteration 1F (46008.080000 sec): 3 clusters
  Score: Raw -301526.041610 + Penalty 2583.569437 = -298942.472174
  nChanged 262
		SP:Iteration 2F (46008.280000 sec): 3 clusters
  Score: Raw -301789.397259 + Penalty 2583.569437 = -299205.827822
  nChanged 232
		SP:Iteration 3F (46008.490000 sec): 3 clusters
  Score: Raw -302039.627544 + Penalty 2583.569437 = -299456.058108
  nChanged 190
		SP:Iteration 4F (46008.630000 sec): 3 clusters
  Score: Raw -302237.384082 + Penalty 2583.569437 = -299653.814645
  nChanged 143
		SP:Iteration 5F (46008.810000 sec): 3 clusters
  Score: Raw -302374.536503 + Penalty 2583.569437 = -299790.967066
  nChanged 123
		SP:Iteration 6Q (46008.990000 sec): 3 clusters
  Score: Raw -302488.660269 + Penalty 2583.569437 = -299905.090832
  nChanged 97
		SP:Iteration 7Q (46009.180000 sec): 3 clusters
  Score: Raw -302587.269731 + Penalty 2583.569437 = -300003.700295
  nChanged 82
		SP:Iteration 8Q (46009.340000 sec): 3 clusters
  Score: Raw -302666.882295 + Penalty 2583.569437 = -300083.312859
  nChanged 61
		SP:Iteration 9Q (46009.530000 sec): 3 clusters
  Score: Raw -302708.456331 + Penalty 2583.569437 = -300124.886895
  nChanged 55
		SP:Iteration 10Q (46009.730000 sec): 3 clusters
  Score: Raw -302745.274169 + Penalty 2583.569437 = -300161.704732
  nChanged 51
		SP:Iteration 11Q (46009.930000 sec): 3 clusters
  Score: Raw -302779.027625 + Penalty 2583.569437 = -300195.458188
  nChanged 44
		SP:Iteration 12Q (46010.080000 sec): 3 clusters
  Score: Raw -302805.126416 + Penalty 2583.569437 = -300221.556979
  nChanged 26
		SP:Iteration 13Q (46010.270000 sec): 3 clusters
  Score: Raw -302821.216215 + Penalty 2583.569437 = -300237.646779
  nChanged 20
		SP:Iteration 14Q (46010.430000 sec): 3 clusters
  Score: Raw -302829.053382 + Penalty 2583.569437 = -300245.483945
  nChanged 11
		SP:Iteration 15Q (46010.620000 sec): 3 clusters
  Score: Raw -302838.268556 + Penalty 2583.569437 = -300254.699119
  nChanged 15
		SP:Iteration 16Q (46010.800000 sec): 3 clusters
  Score: Raw -302846.658032 + Penalty 2583.569437 = -300263.088595
  nChanged 14
		SP:Iteration 17Q (46011.020000 sec): 3 clusters
  Score: Raw -302851.540958 + Penalty 2583.569437 = -300267.971522
  nChanged 10
		SP:Iteration 18Q (46011.200000 sec): 3 clusters
  Score: Raw -302854.831937 + Penalty 2583.569437 = -300271.262500
  nChanged 10
		SP:Iteration 19Q (46011.330000 sec): 3 clusters
  Score: Raw -302858.995907 + Penalty 2583.569437 = -300275.426471
  nChanged 10
		SP:Iteration 20F (46011.540000 sec): 3 clusters
  Score: Raw -302862.944078 + Penalty 2583.569437 = -300279.374642
  nChanged 11
		SP:Iteration 21Q (46011.710000 sec): 3 clusters
  Score: Raw -302867.571849 + Penalty 2583.569437 = -300284.002412
  nChanged 6
		SP:Iteration 22Q (46011.890000 sec): 3 clusters
  Score: Raw -302869.004787 + Penalty 2583.569437 = -300285.435350
  nChanged 2
		SP:Iteration 23Q (46012.070000 sec): 3 clusters
  Score: Raw -302869.332391 + Penalty 2583.569437 = -300285.762954
  nChanged 1
		SP:Iteration 24Q (46012.220000 sec): 3 clusters
  Score: Raw -302869.666395 + Penalty 2583.569437 = -300286.096959
  nChanged 2
		SP:Iteration 25Q (46012.380000 sec): 3 clusters
  Score: Raw -302870.146258 + Penalty 2583.569437 = -300286.576821
  nChanged 0
		SP:Iteration 26F (46012.580000 sec): 3 clusters
  Score: Raw -302870.146258 + Penalty 2583.569437 = -300286.576821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46012.660000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46012.820000 sec): 3 clusters
  Score: Raw -151838.215701 + Penalty 2328.031027 = -149510.184674
  nChanged 407
		SP:Iteration 1F (46013.060000 sec): 3 clusters
  Score: Raw -152145.001213 + Penalty 2328.031027 = -149816.970186
  nChanged 106
		SP:Iteration 2F (46013.230000 sec): 3 clusters
  Score: Raw -152267.418355 + Penalty 2328.031027 = -149939.387328
  nChanged 79
		SP:Iteration 3F (46013.400000 sec): 3 clusters
  Score: Raw -152359.650649 + Penalty 2328.031027 = -150031.619622
  nChanged 64
		SP:Iteration 4Q (46013.600000 sec): 3 clusters
  Score: Raw -152429.020345 + Penalty 2328.031027 = -150100.989318
  nChanged 48
		SP:Iteration 5Q (46013.760000 sec): 3 clusters
  Score: Raw -152490.518234 + Penalty 2328.031027 = -150162.487207
  nChanged 61
		SP:Iteration 6Q (46013.920000 sec): 3 clusters
  Score: Raw -152597.790675 + Penalty 2328.031027 = -150269.759648
  nChanged 74
		SP:Iteration 7F (46014.130000 sec): 3 clusters
  Score: Raw -152705.418516 + Penalty 2328.031027 = -150377.387489
  nChanged 62
		SP:Iteration 8Q (46014.300000 sec): 3 clusters
  Score: Raw -152800.841306 + Penalty 2328.031027 = -150472.810279
  nChanged 54
		SP:Iteration 9Q (46014.460000 sec): 3 clusters
  Score: Raw -152905.114853 + Penalty 2328.031027 = -150577.083826
  nChanged 44
		SP:Iteration 10Q (46014.640000 sec): 3 clusters
  Score: Raw -152965.650666 + Penalty 2328.031027 = -150637.619639
  nChanged 36
		SP:Iteration 11Q (46014.850000 sec): 3 clusters
  Score: Raw -153003.014770 + Penalty 2328.031027 = -150674.983743
  nChanged 19
		SP:Iteration 12Q (46014.970000 sec): 3 clusters
  Score: Raw -153029.363114 + Penalty 2328.031027 = -150701.332087
  nChanged 14
		SP:Iteration 13Q (46015.180000 sec): 3 clusters
  Score: Raw -153043.434379 + Penalty 2328.031027 = -150715.403352
  nChanged 10
		SP:Iteration 14Q (46015.350000 sec): 3 clusters
  Score: Raw -153053.464153 + Penalty 2328.031027 = -150725.433126
  nChanged 8
		SP:Iteration 15Q (46015.530000 sec): 3 clusters
  Score: Raw -153057.541454 + Penalty 2328.031027 = -150729.510427
  nChanged 1
		SP:Iteration 16Q (46015.680000 sec): 3 clusters
  Score: Raw -153058.269651 + Penalty 2328.031027 = -150730.238623
  nChanged 1
		SP:Iteration 17Q (46015.860000 sec): 3 clusters
  Score: Raw -153058.942201 + Penalty 2328.031027 = -150730.911174
  nChanged 1
		SP:Iteration 18Q (46016.030000 sec): 3 clusters
  Score: Raw -153059.285314 + Penalty 2328.031027 = -150731.254287
  nChanged 2
		SP:Iteration 19Q (46016.190000 sec): 3 clusters
  Score: Raw -153060.694769 + Penalty 2328.031027 = -150732.663742
  nChanged 1
		SP:Iteration 20F (46016.400000 sec): 3 clusters
  Score: Raw -153061.729190 + Penalty 2328.031027 = -150733.698163
  nChanged 2
		SP:Iteration 21Q (46016.570000 sec): 3 clusters
  Score: Raw -153064.741631 + Penalty 2328.031027 = -150736.710604
  nChanged 2
		SP:Iteration 22Q (46016.750000 sec): 3 clusters
  Score: Raw -153066.254072 + Penalty 2328.031027 = -150738.223045
  nChanged 0
		SP:Iteration 23F (46016.960000 sec): 3 clusters
  Score: Raw -153066.254072 + Penalty 2328.031027 = -150738.223045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46017.030000 sec): 2 clusters
  Score: Raw -407100.973798 + Penalty 1321.755644 = -405779.218153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46017.230000 sec): 3 clusters
  Score: Raw -405432.352621 + Penalty 2643.511289 = -402788.841333
  nChanged 1329
		SP:Iteration 1F (46017.380000 sec): 3 clusters
  Score: Raw -406187.022869 + Penalty 2643.511289 = -403543.511580
  nChanged 240
		SP:Iteration 2F (46017.620000 sec): 3 clusters
  Score: Raw -406319.372442 + Penalty 2643.511289 = -403675.861153
  nChanged 165
		SP:Iteration 3Q (46017.830000 sec): 3 clusters
  Score: Raw -406420.039154 + Penalty 2643.511289 = -403776.527866
  nChanged 139
		SP:Iteration 4Q (46017.990000 sec): 3 clusters
  Score: Raw -406496.503258 + Penalty 2643.511289 = -403852.991970
  nChanged 121
		SP:Iteration 5Q (46018.170000 sec): 3 clusters
  Score: Raw -406556.375716 + Penalty 2643.511289 = -403912.864428
  nChanged 91
		SP:Iteration 6Q (46018.310000 sec): 3 clusters
  Score: Raw -406601.863123 + Penalty 2643.511289 = -403958.351835
  nChanged 87
		SP:Iteration 7Q (46018.470000 sec): 3 clusters
  Score: Raw -406647.593530 + Penalty 2643.511289 = -404004.082242
  nChanged 79
		SP:Iteration 8Q (46018.680000 sec): 3 clusters
  Score: Raw -406688.575809 + Penalty 2643.511289 = -404045.064520
  nChanged 82
		SP:Iteration 9Q (46018.840000 sec): 3 clusters
  Score: Raw -406724.977511 + Penalty 2643.511289 = -404081.466223
  nChanged 78
		SP:Iteration 10Q (46019.030000 sec): 3 clusters
  Score: Raw -406763.966695 + Penalty 2643.511289 = -404120.455407
  nChanged 80
		SP:Iteration 11Q (46019.230000 sec): 3 clusters
  Score: Raw -406808.275747 + Penalty 2643.511289 = -404164.764458
  nChanged 80
		SP:Iteration 12Q (46019.440000 sec): 3 clusters
  Score: Raw -406847.858250 + Penalty 2643.511289 = -404204.346962
  nChanged 59
		SP:Iteration 13Q (46019.610000 sec): 3 clusters
  Score: Raw -406879.652045 + Penalty 2643.511289 = -404236.140756
  nChanged 66
		SP:Iteration 14Q (46019.790000 sec): 3 clusters
  Score: Raw -406912.638801 + Penalty 2643.511289 = -404269.127512
  nChanged 58
		SP:Iteration 15Q (46019.990000 sec): 3 clusters
  Score: Raw -406943.615641 + Penalty 2643.511289 = -404300.104352
  nChanged 53
		SP:Iteration 16Q (46020.110000 sec): 3 clusters
  Score: Raw -406978.147911 + Penalty 2643.511289 = -404334.636622
  nChanged 55
		SP:Iteration 17Q (46020.290000 sec): 3 clusters
  Score: Raw -407015.742381 + Penalty 2643.511289 = -404372.231092
  nChanged 54
		SP:Iteration 18Q (46020.490000 sec): 3 clusters
  Score: Raw -407048.877021 + Penalty 2643.511289 = -404405.365732
  nChanged 48
		SP:Iteration 19Q (46020.660000 sec): 3 clusters
  Score: Raw -407075.580660 + Penalty 2643.511289 = -404432.069371
  nChanged 47
		SP:Iteration 20F (46020.870000 sec): 3 clusters
  Score: Raw -407108.416162 + Penalty 2643.511289 = -404464.904874
  nChanged 42
		SP:Iteration 21Q (46021.050000 sec): 3 clusters
  Score: Raw -407140.160694 + Penalty 2643.511289 = -404496.649405
  nChanged 42
		SP:Iteration 22Q (46021.230000 sec): 3 clusters
  Score: Raw -407172.418283 + Penalty 2643.511289 = -404528.906995
  nChanged 36
		SP:Iteration 23Q (46021.410000 sec): 3 clusters
  Score: Raw -407198.401308 + Penalty 2643.511289 = -404554.890020
  nChanged 30
		SP:Iteration 24Q (46021.620000 sec): 3 clusters
  Score: Raw -407219.335739 + Penalty 2643.511289 = -404575.824450
  nChanged 26
		SP:Iteration 25Q (46021.810000 sec): 3 clusters
  Score: Raw -407238.645307 + Penalty 2643.511289 = -404595.134019
  nChanged 23
		SP:Iteration 26Q (46021.990000 sec): 3 clusters
  Score: Raw -407255.196726 + Penalty 2643.511289 = -404611.685437
  nChanged 18
		SP:Iteration 27Q (46022.230000 sec): 3 clusters
  Score: Raw -407270.319933 + Penalty 2643.511289 = -404626.808644
  nChanged 13
		SP:Iteration 28Q (46022.410000 sec): 3 clusters
  Score: Raw -407280.653970 + Penalty 2643.511289 = -404637.142681
  nChanged 7
		SP:Iteration 29Q (46022.590000 sec): 3 clusters
  Score: Raw -407284.310015 + Penalty 2643.511289 = -404640.798726
  nChanged 4
		SP:Iteration 30Q (46022.750000 sec): 3 clusters
  Score: Raw -407286.110681 + Penalty 2643.511289 = -404642.599392
  nChanged 3
		SP:Iteration 31Q (46022.940000 sec): 3 clusters
  Score: Raw -407288.083543 + Penalty 2643.511289 = -404644.572254
  nChanged 8
		SP:Iteration 32Q (46023.150000 sec): 3 clusters
  Score: Raw -407293.081067 + Penalty 2643.511289 = -404649.569778
  nChanged 8
		SP:Iteration 33Q (46023.320000 sec): 3 clusters
  Score: Raw -407299.053750 + Penalty 2643.511289 = -404655.542461
  nChanged 10
		SP:Iteration 34Q (46023.550000 sec): 3 clusters
  Score: Raw -407309.167291 + Penalty 2643.511289 = -404665.656003
  nChanged 12
		SP:Iteration 35Q (46023.700000 sec): 3 clusters
  Score: Raw -407317.634814 + Penalty 2643.511289 = -404674.123525
  nChanged 7
		SP:Iteration 36Q (46023.930000 sec): 3 clusters
  Score: Raw -407323.316983 + Penalty 2643.511289 = -404679.805694
  nChanged 9
		SP:Iteration 37Q (46024.110000 sec): 3 clusters
  Score: Raw -407330.243816 + Penalty 2643.511289 = -404686.732527
  nChanged 10
		SP:Iteration 38Q (46024.260000 sec): 3 clusters
  Score: Raw -407338.955287 + Penalty 2643.511289 = -404695.443998
  nChanged 12
		SP:Iteration 39Q (46024.410000 sec): 3 clusters
  Score: Raw -407348.269102 + Penalty 2643.511289 = -404704.757813
  nChanged 7
		SP:Iteration 40F (46024.590000 sec): 3 clusters
  Score: Raw -407352.414257 + Penalty 2643.511289 = -404708.902968
  nChanged 2
		SP:Iteration 41Q (46024.760000 sec): 3 clusters
  Score: Raw -407354.398791 + Penalty 2643.511289 = -404710.887502
  nChanged 3
		SP:Iteration 42Q (46024.980000 sec): 3 clusters
  Score: Raw -407356.408090 + Penalty 2643.511289 = -404712.896802
  nChanged 5
		SP:Iteration 43Q (46025.100000 sec): 3 clusters
  Score: Raw -407361.231698 + Penalty 2643.511289 = -404717.720409
  nChanged 1
		SP:Iteration 44Q (46025.330000 sec): 3 clusters
  Score: Raw -407361.890443 + Penalty 2643.511289 = -404718.379154
  nChanged 1
		SP:Iteration 45Q (46025.470000 sec): 3 clusters
  Score: Raw -407362.462064 + Penalty 2643.511289 = -404718.950775
  nChanged 2
		SP:Iteration 46Q (46025.710000 sec): 3 clusters
  Score: Raw -407363.977594 + Penalty 2643.511289 = -404720.466305
  nChanged 0
		SP:Iteration 47F (46025.880000 sec): 3 clusters
  Score: Raw -407363.977594 + Penalty 2643.511289 = -404720.466305
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46025.950000 sec): 2 clusters
  Score: Raw -340618.550609 + Penalty 1295.805659 = -339322.744950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46026.160000 sec): 3 clusters
  Score: Raw -339295.527406 + Penalty 2591.611318 = -336703.916089
  nChanged 1086
		SP:Iteration 1F (46026.350000 sec): 3 clusters
  Score: Raw -340077.565406 + Penalty 2591.611318 = -337485.954089
  nChanged 226
		SP:Iteration 2F (46026.510000 sec): 3 clusters
  Score: Raw -340271.848319 + Penalty 2591.611318 = -337680.237002
  nChanged 168
		SP:Iteration 3F (46026.670000 sec): 3 clusters
  Score: Raw -340437.284867 + Penalty 2591.611318 = -337845.673549
  nChanged 126
		SP:Iteration 4Q (46026.850000 sec): 3 clusters
  Score: Raw -340586.131268 + Penalty 2591.611318 = -337994.519950
  nChanged 102
		SP:Iteration 5Q (46027.030000 sec): 3 clusters
  Score: Raw -340659.121447 + Penalty 2591.611318 = -338067.510129
  nChanged 82
		SP:Iteration 6Q (46027.210000 sec): 3 clusters
  Score: Raw -340716.894818 + Penalty 2591.611318 = -338125.283501
  nChanged 68
		SP:Iteration 7Q (46027.380000 sec): 3 clusters
  Score: Raw -340763.849204 + Penalty 2591.611318 = -338172.237886
  nChanged 73
		SP:Iteration 8Q (46027.540000 sec): 3 clusters
  Score: Raw -340804.527349 + Penalty 2591.611318 = -338212.916032
  nChanged 38
		SP:Iteration 9Q (46027.750000 sec): 3 clusters
  Score: Raw -340822.854523 + Penalty 2591.611318 = -338231.243205
  nChanged 38
		SP:Iteration 10Q (46027.930000 sec): 3 clusters
  Score: Raw -340842.313616 + Penalty 2591.611318 = -338250.702298
  nChanged 36
		SP:Iteration 11Q (46028.090000 sec): 3 clusters
  Score: Raw -340865.281234 + Penalty 2591.611318 = -338273.669916
  nChanged 28
		SP:Iteration 12Q (46028.270000 sec): 3 clusters
  Score: Raw -340883.605401 + Penalty 2591.611318 = -338291.994084
  nChanged 37
		SP:Iteration 13Q (46028.440000 sec): 3 clusters
  Score: Raw -340899.401512 + Penalty 2591.611318 = -338307.790194
  nChanged 22
		SP:Iteration 14Q (46028.620000 sec): 3 clusters
  Score: Raw -340909.640870 + Penalty 2591.611318 = -338318.029552
  nChanged 18
		SP:Iteration 15Q (46028.790000 sec): 3 clusters
  Score: Raw -340915.540344 + Penalty 2591.611318 = -338323.929026
  nChanged 12
		SP:Iteration 16Q (46028.970000 sec): 3 clusters
  Score: Raw -340920.606542 + Penalty 2591.611318 = -338328.995225
  nChanged 14
		SP:Iteration 17Q (46029.180000 sec): 3 clusters
  Score: Raw -340928.208949 + Penalty 2591.611318 = -338336.597632
  nChanged 15
		SP:Iteration 18Q (46029.360000 sec): 3 clusters
  Score: Raw -340939.905174 + Penalty 2591.611318 = -338348.293857
  nChanged 21
		SP:Iteration 19Q (46029.550000 sec): 3 clusters
  Score: Raw -340950.088592 + Penalty 2591.611318 = -338358.477275
  nChanged 24
		SP:Iteration 20F (46029.710000 sec): 3 clusters
  Score: Raw -340961.524511 + Penalty 2591.611318 = -338369.913193
  nChanged 29
		SP:Iteration 21Q (46029.900000 sec): 3 clusters
  Score: Raw -340976.515184 + Penalty 2591.611318 = -338384.903867
  nChanged 26
		SP:Iteration 22Q (46030.080000 sec): 3 clusters
  Score: Raw -340990.953989 + Penalty 2591.611318 = -338399.342671
  nChanged 30
		SP:Iteration 23Q (46030.230000 sec): 3 clusters
  Score: Raw -341009.315758 + Penalty 2591.611318 = -338417.704441
  nChanged 39
		SP:Iteration 24Q (46030.420000 sec): 3 clusters
  Score: Raw -341028.954504 + Penalty 2591.611318 = -338437.343186
  nChanged 28
		SP:Iteration 25Q (46030.600000 sec): 3 clusters
  Score: Raw -341043.888396 + Penalty 2591.611318 = -338452.277079
  nChanged 35
		SP:Iteration 26Q (46030.780000 sec): 3 clusters
  Score: Raw -341067.333950 + Penalty 2591.611318 = -338475.722633
  nChanged 29
		SP:Iteration 27Q (46030.980000 sec): 3 clusters
  Score: Raw -341085.973216 + Penalty 2591.611318 = -338494.361899
  nChanged 31
		SP:Iteration 28Q (46031.190000 sec): 3 clusters
  Score: Raw -341107.675664 + Penalty 2591.611318 = -338516.064346
  nChanged 29
		SP:Iteration 29Q (46031.340000 sec): 3 clusters
  Score: Raw -341127.948141 + Penalty 2591.611318 = -338536.336824
  nChanged 30
		SP:Iteration 30Q (46031.500000 sec): 3 clusters
  Score: Raw -341144.008065 + Penalty 2591.611318 = -338552.396747
  nChanged 24
		SP:Iteration 31Q (46031.690000 sec): 3 clusters
  Score: Raw -341156.973889 + Penalty 2591.611318 = -338565.362572
  nChanged 23
		SP:Iteration 32Q (46031.860000 sec): 3 clusters
  Score: Raw -341169.252526 + Penalty 2591.611318 = -338577.641208
  nChanged 19
		SP:Iteration 33Q (46032.040000 sec): 3 clusters
  Score: Raw -341181.228936 + Penalty 2591.611318 = -338589.617618
  nChanged 20
		SP:Iteration 34Q (46032.230000 sec): 3 clusters
  Score: Raw -341191.463738 + Penalty 2591.611318 = -338599.852420
  nChanged 20
		SP:Iteration 35Q (46032.400000 sec): 3 clusters
  Score: Raw -341200.848659 + Penalty 2591.611318 = -338609.237341
  nChanged 19
		SP:Iteration 36Q (46032.590000 sec): 3 clusters
  Score: Raw -341207.812407 + Penalty 2591.611318 = -338616.201090
  nChanged 9
		SP:Iteration 37Q (46032.730000 sec): 3 clusters
  Score: Raw -341211.845822 + Penalty 2591.611318 = -338620.234505
  nChanged 9
		SP:Iteration 38Q (46032.920000 sec): 3 clusters
  Score: Raw -341216.573663 + Penalty 2591.611318 = -338624.962345
  nChanged 10
		SP:Iteration 39Q (46033.060000 sec): 3 clusters
  Score: Raw -341220.967225 + Penalty 2591.611318 = -338629.355907
  nChanged 12
		SP:Iteration 40F (46033.200000 sec): 3 clusters
  Score: Raw -341225.564007 + Penalty 2591.611318 = -338633.952689
  nChanged 9
		SP:Iteration 41Q (46033.390000 sec): 3 clusters
  Score: Raw -341230.432075 + Penalty 2591.611318 = -338638.820758
  nChanged 13
		SP:Iteration 42Q (46033.550000 sec): 3 clusters
  Score: Raw -341235.255731 + Penalty 2591.611318 = -338643.644414
  nChanged 10
		SP:Iteration 43Q (46033.700000 sec): 3 clusters
  Score: Raw -341241.048280 + Penalty 2591.611318 = -338649.436963
  nChanged 14
		SP:Iteration 44Q (46033.900000 sec): 3 clusters
  Score: Raw -341247.015025 + Penalty 2591.611318 = -338655.403707
  nChanged 13
		SP:Iteration 45Q (46034.060000 sec): 3 clusters
  Score: Raw -341253.676250 + Penalty 2591.611318 = -338662.064932
  nChanged 8
		SP:Iteration 46Q (46034.230000 sec): 3 clusters
  Score: Raw -341256.130661 + Penalty 2591.611318 = -338664.519344
  nChanged 5
		SP:Iteration 47Q (46034.440000 sec): 3 clusters
  Score: Raw -341258.260707 + Penalty 2591.611318 = -338666.649390
  nChanged 9
		SP:Iteration 48Q (46034.590000 sec): 3 clusters
  Score: Raw -341261.779647 + Penalty 2591.611318 = -338670.168329
  nChanged 8
		SP:Iteration 49Q (46034.800000 sec): 3 clusters
  Score: Raw -341264.591870 + Penalty 2591.611318 = -338672.980552
  nChanged 3
		SP:Iteration 50Q (46034.960000 sec): 3 clusters
  Score: Raw -341266.243943 + Penalty 2591.611318 = -338674.632625
  nChanged 4
		SP:Iteration 51Q (46035.130000 sec): 3 clusters
  Score: Raw -341268.694471 + Penalty 2591.611318 = -338677.083153
  nChanged 3
		SP:Iteration 52Q (46035.310000 sec): 3 clusters
  Score: Raw -341270.098195 + Penalty 2591.611318 = -338678.486878
  nChanged 4
		SP:Iteration 53Q (46035.480000 sec): 3 clusters
  Score: Raw -341271.696782 + Penalty 2591.611318 = -338680.085464
  nChanged 2
		SP:Iteration 54Q (46035.660000 sec): 3 clusters
  Score: Raw -341272.475940 + Penalty 2591.611318 = -338680.864622
  nChanged 3
		SP:Iteration 55Q (46035.850000 sec): 3 clusters
  Score: Raw -341274.712149 + Penalty 2591.611318 = -338683.100832
  nChanged 2
		SP:Iteration 56Q (46036.040000 sec): 3 clusters
  Score: Raw -341275.286464 + Penalty 2591.611318 = -338683.675146
  nChanged 1
		SP:Iteration 57Q (46036.210000 sec): 3 clusters
  Score: Raw -341275.505669 + Penalty 2591.611318 = -338683.894352
  nChanged 1
		SP:Iteration 58Q (46036.430000 sec): 3 clusters
  Score: Raw -341275.676056 + Penalty 2591.611318 = -338684.064738
  nChanged 1
		SP:Iteration 59Q (46036.590000 sec): 3 clusters
  Score: Raw -341276.046191 + Penalty 2591.611318 = -338684.434874
  nChanged 3
		SP:Iteration 60F (46036.760000 sec): 3 clusters
  Score: Raw -341277.318405 + Penalty 2591.611318 = -338685.707088
  nChanged 3
		SP:Iteration 61Q (46036.900000 sec): 3 clusters
  Score: Raw -341278.600947 + Penalty 2591.611318 = -338686.989629
  nChanged 2
		SP:Iteration 62Q (46037.130000 sec): 3 clusters
  Score: Raw -341279.803989 + Penalty 2591.611318 = -338688.192672
  nChanged 1
		SP:Iteration 63Q (46037.310000 sec): 3 clusters
  Score: Raw -341280.044915 + Penalty 2591.611318 = -338688.433597
  nChanged 1
		SP:Iteration 64Q (46037.490000 sec): 3 clusters
  Score: Raw -341280.411769 + Penalty 2591.611318 = -338688.800451
  nChanged 0
		SP:Iteration 65F (46037.650000 sec): 3 clusters
  Score: Raw -341280.411769 + Penalty 2591.611318 = -338688.800451
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46037.740000 sec): 2 clusters
  Score: Raw -336455.362287 + Penalty 1298.138235 = -335157.224052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46037.890000 sec): 3 clusters
  Score: Raw -335057.342442 + Penalty 2596.276469 = -332461.065973
  nChanged 1088
		SP:Iteration 1F (46038.060000 sec): 3 clusters
  Score: Raw -335751.846199 + Penalty 2596.276469 = -333155.569729
  nChanged 250
		SP:Iteration 2F (46038.250000 sec): 3 clusters
  Score: Raw -335972.686798 + Penalty 2596.276469 = -333376.410329
  nChanged 197
		SP:Iteration 3F (46038.410000 sec): 3 clusters
  Score: Raw -336162.307801 + Penalty 2596.276469 = -333566.031332
  nChanged 164
		SP:Iteration 4F (46038.610000 sec): 3 clusters
  Score: Raw -336275.507100 + Penalty 2596.276469 = -333679.230631
  nChanged 119
		SP:Iteration 5Q (46038.760000 sec): 3 clusters
  Score: Raw -336363.889199 + Penalty 2596.276469 = -333767.612730
  nChanged 117
		SP:Iteration 6Q (46038.950000 sec): 3 clusters
  Score: Raw -336452.549416 + Penalty 2596.276469 = -333856.272947
  nChanged 104
		SP:Iteration 7Q (46039.140000 sec): 3 clusters
  Score: Raw -336534.143807 + Penalty 2596.276469 = -333937.867337
  nChanged 81
		SP:Iteration 8Q (46039.320000 sec): 3 clusters
  Score: Raw -336589.837574 + Penalty 2596.276469 = -333993.561105
  nChanged 59
		SP:Iteration 9Q (46039.490000 sec): 3 clusters
  Score: Raw -336626.810649 + Penalty 2596.276469 = -334030.534180
  nChanged 70
		SP:Iteration 10Q (46039.670000 sec): 3 clusters
  Score: Raw -336671.916542 + Penalty 2596.276469 = -334075.640073
  nChanged 64
		SP:Iteration 11Q (46039.850000 sec): 3 clusters
  Score: Raw -336720.506539 + Penalty 2596.276469 = -334124.230069
  nChanged 64
		SP:Iteration 12Q (46040.050000 sec): 3 clusters
  Score: Raw -336766.265927 + Penalty 2596.276469 = -334169.989458
  nChanged 54
		SP:Iteration 13Q (46040.220000 sec): 3 clusters
  Score: Raw -336797.272637 + Penalty 2596.276469 = -334200.996167
  nChanged 46
		SP:Iteration 14Q (46040.420000 sec): 3 clusters
  Score: Raw -336823.767151 + Penalty 2596.276469 = -334227.490681
  nChanged 42
		SP:Iteration 15Q (46040.620000 sec): 3 clusters
  Score: Raw -336848.277927 + Penalty 2596.276469 = -334252.001458
  nChanged 46
		SP:Iteration 16Q (46040.810000 sec): 3 clusters
  Score: Raw -336875.225718 + Penalty 2596.276469 = -334278.949249
  nChanged 45
		SP:Iteration 17Q (46040.990000 sec): 3 clusters
  Score: Raw -336898.963729 + Penalty 2596.276469 = -334302.687260
  nChanged 34
		SP:Iteration 18Q (46041.140000 sec): 3 clusters
  Score: Raw -336913.465049 + Penalty 2596.276469 = -334317.188580
  nChanged 24
		SP:Iteration 19Q (46041.310000 sec): 3 clusters
  Score: Raw -336922.808553 + Penalty 2596.276469 = -334326.532084
  nChanged 23
		SP:Iteration 20F (46041.480000 sec): 3 clusters
  Score: Raw -336930.760887 + Penalty 2596.276469 = -334334.484418
  nChanged 15
		SP:Iteration 21Q (46041.650000 sec): 3 clusters
  Score: Raw -336936.271644 + Penalty 2596.276469 = -334339.995174
  nChanged 18
		SP:Iteration 22Q (46041.850000 sec): 3 clusters
  Score: Raw -336944.224000 + Penalty 2596.276469 = -334347.947531
  nChanged 30
		SP:Iteration 23Q (46042.030000 sec): 3 clusters
  Score: Raw -336961.056932 + Penalty 2596.276469 = -334364.780463
  nChanged 21
		SP:Iteration 24Q (46042.230000 sec): 3 clusters
  Score: Raw -336972.209421 + Penalty 2596.276469 = -334375.932951
  nChanged 15
		SP:Iteration 25Q (46042.390000 sec): 3 clusters
  Score: Raw -336977.376031 + Penalty 2596.276469 = -334381.099562
  nChanged 10
		SP:Iteration 26Q (46042.580000 sec): 3 clusters
  Score: Raw -336981.948806 + Penalty 2596.276469 = -334385.672337
  nChanged 12
		SP:Iteration 27Q (46042.770000 sec): 3 clusters
  Score: Raw -336988.046337 + Penalty 2596.276469 = -334391.769868
  nChanged 12
		SP:Iteration 28Q (46042.970000 sec): 3 clusters
  Score: Raw -336992.982331 + Penalty 2596.276469 = -334396.705862
  nChanged 12
		SP:Iteration 29Q (46043.140000 sec): 3 clusters
  Score: Raw -336996.524942 + Penalty 2596.276469 = -334400.248473
  nChanged 9
		SP:Iteration 30Q (46043.360000 sec): 3 clusters
  Score: Raw -336999.720617 + Penalty 2596.276469 = -334403.444148
  nChanged 8
		SP:Iteration 31Q (46043.500000 sec): 3 clusters
  Score: Raw -337002.979233 + Penalty 2596.276469 = -334406.702763
  nChanged 9
		SP:Iteration 32Q (46043.650000 sec): 3 clusters
  Score: Raw -337008.639018 + Penalty 2596.276469 = -334412.362548
  nChanged 6
		SP:Iteration 33Q (46043.850000 sec): 3 clusters
  Score: Raw -337013.421527 + Penalty 2596.276469 = -334417.145058
  nChanged 10
		SP:Iteration 34Q (46044.010000 sec): 3 clusters
  Score: Raw -337019.011568 + Penalty 2596.276469 = -334422.735098
  nChanged 11
		SP:Iteration 35Q (46044.240000 sec): 3 clusters
  Score: Raw -337025.595416 + Penalty 2596.276469 = -334429.318947
  nChanged 19
		SP:Iteration 36Q (46044.430000 sec): 3 clusters
  Score: Raw -337038.100524 + Penalty 2596.276469 = -334441.824055
  nChanged 22
		SP:Iteration 37Q (46044.560000 sec): 3 clusters
  Score: Raw -337052.015460 + Penalty 2596.276469 = -334455.738990
  nChanged 19
		SP:Iteration 38Q (46044.730000 sec): 3 clusters
  Score: Raw -337060.979473 + Penalty 2596.276469 = -334464.703004
  nChanged 14
		SP:Iteration 39Q (46044.940000 sec): 3 clusters
  Score: Raw -337068.077095 + Penalty 2596.276469 = -334471.800626
  nChanged 18
		SP:Iteration 40F (46045.120000 sec): 3 clusters
  Score: Raw -337079.377980 + Penalty 2596.276469 = -334483.101511
  nChanged 25
		SP:Iteration 41Q (46045.320000 sec): 3 clusters
  Score: Raw -337094.306446 + Penalty 2596.276469 = -334498.029976
  nChanged 28
		SP:Iteration 42Q (46045.470000 sec): 3 clusters
  Score: Raw -337112.006560 + Penalty 2596.276469 = -334515.730091
  nChanged 25
		SP:Iteration 43Q (46045.670000 sec): 3 clusters
  Score: Raw -337127.171881 + Penalty 2596.276469 = -334530.895411
  nChanged 27
		SP:Iteration 44Q (46045.850000 sec): 3 clusters
  Score: Raw -337143.997195 + Penalty 2596.276469 = -334547.720726
  nChanged 26
		SP:Iteration 45Q (46046.030000 sec): 3 clusters
  Score: Raw -337157.593312 + Penalty 2596.276469 = -334561.316843
  nChanged 28
		SP:Iteration 46Q (46046.230000 sec): 3 clusters
  Score: Raw -337172.128529 + Penalty 2596.276469 = -334575.852060
  nChanged 18
		SP:Iteration 47Q (46046.410000 sec): 3 clusters
  Score: Raw -337181.438878 + Penalty 2596.276469 = -334585.162409
  nChanged 9
		SP:Iteration 48Q (46046.610000 sec): 3 clusters
  Score: Raw -337185.551138 + Penalty 2596.276469 = -334589.274668
  nChanged 7
		SP:Iteration 49Q (46046.780000 sec): 3 clusters
  Score: Raw -337188.703331 + Penalty 2596.276469 = -334592.426861
  nChanged 7
		SP:Iteration 50Q (46046.980000 sec): 3 clusters
  Score: Raw -337190.798323 + Penalty 2596.276469 = -334594.521854
  nChanged 5
		SP:Iteration 51Q (46047.160000 sec): 3 clusters
  Score: Raw -337192.325718 + Penalty 2596.276469 = -334596.049249
  nChanged 7
		SP:Iteration 52Q (46047.320000 sec): 3 clusters
  Score: Raw -337193.746616 + Penalty 2596.276469 = -334597.470147
  nChanged 6
		SP:Iteration 53Q (46047.500000 sec): 3 clusters
  Score: Raw -337196.539250 + Penalty 2596.276469 = -334600.262780
  nChanged 9
		SP:Iteration 54Q (46047.660000 sec): 3 clusters
  Score: Raw -337199.857836 + Penalty 2596.276469 = -334603.581367
  nChanged 6
		SP:Iteration 55Q (46047.850000 sec): 3 clusters
  Score: Raw -337201.700733 + Penalty 2596.276469 = -334605.424264
  nChanged 8
		SP:Iteration 56Q (46048.030000 sec): 3 clusters
  Score: Raw -337204.767915 + Penalty 2596.276469 = -334608.491446
  nChanged 8
		SP:Iteration 57Q (46048.220000 sec): 3 clusters
  Score: Raw -337207.698075 + Penalty 2596.276469 = -334611.421606
  nChanged 6
		SP:Iteration 58Q (46048.400000 sec): 3 clusters
  Score: Raw -337209.370596 + Penalty 2596.276469 = -334613.094127
  nChanged 6
		SP:Iteration 59Q (46048.580000 sec): 3 clusters
  Score: Raw -337211.172989 + Penalty 2596.276469 = -334614.896520
  nChanged 6
		SP:Iteration 60F (46048.740000 sec): 3 clusters
  Score: Raw -337212.871167 + Penalty 2596.276469 = -334616.594698
  nChanged 2
		SP:Iteration 61Q (46048.950000 sec): 3 clusters
  Score: Raw -337213.481594 + Penalty 2596.276469 = -334617.205124
  nChanged 1
		SP:Iteration 62Q (46049.110000 sec): 3 clusters
  Score: Raw -337214.263553 + Penalty 2596.276469 = -334617.987083
  nChanged 3
		SP:Iteration 63Q (46049.290000 sec): 3 clusters
  Score: Raw -337215.102974 + Penalty 2596.276469 = -334618.826505
  nChanged 2
		SP:Iteration 64Q (46049.500000 sec): 3 clusters
  Score: Raw -337216.489138 + Penalty 2596.276469 = -334620.212669
  nChanged 3
		SP:Iteration 65Q (46049.700000 sec): 3 clusters
  Score: Raw -337217.079543 + Penalty 2596.276469 = -334620.803074
  nChanged 1
		SP:Iteration 66Q (46049.850000 sec): 3 clusters
  Score: Raw -337217.720526 + Penalty 2596.276469 = -334621.444057
  nChanged 0
		SP:Iteration 67F (46050.050000 sec): 3 clusters
  Score: Raw -337217.720526 + Penalty 2596.276469 = -334621.444057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46050.180000 sec): 2 clusters
  Score: Raw -1734018.663904 + Penalty 1555.040869 = -1732463.623035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46050.390000 sec): 3 clusters
  Score: Raw -1725697.460578 + Penalty 3110.081738 = -1722587.378841
  nChanged 6287
		SP:Iteration 1F (46050.660000 sec): 3 clusters
  Score: Raw -1729068.616782 + Penalty 3110.081738 = -1725958.535044
  nChanged 798
		SP:Iteration 2F (46050.860000 sec): 3 clusters
  Score: Raw -1729402.123298 + Penalty 3110.081738 = -1726292.041560
  nChanged 761
		SP:Iteration 3F (46051.110000 sec): 3 clusters
  Score: Raw -1729746.899446 + Penalty 3110.081738 = -1726636.817708
  nChanged 758
		SP:Iteration 4F (46051.350000 sec): 3 clusters
  Score: Raw -1730126.603034 + Penalty 3110.081738 = -1727016.521296
  nChanged 770
		SP:Iteration 5F (46051.550000 sec): 3 clusters
  Score: Raw -1730567.777140 + Penalty 3110.081738 = -1727457.695402
  nChanged 795
		SP:Iteration 6F (46051.770000 sec): 3 clusters
  Score: Raw -1731072.236365 + Penalty 3110.081738 = -1727962.154628
  nChanged 819
		SP:Iteration 7F (46052.000000 sec): 3 clusters
  Score: Raw -1731663.190669 + Penalty 3110.081738 = -1728553.108931
  nChanged 822
		SP:Iteration 8F (46052.230000 sec): 3 clusters
  Score: Raw -1732353.089343 + Penalty 3110.081738 = -1729243.007605
  nChanged 720
		SP:Iteration 9F (46052.450000 sec): 3 clusters
  Score: Raw -1733015.307988 + Penalty 3110.081738 = -1729905.226250
  nChanged 605
		SP:Iteration 10Q (46052.720000 sec): 3 clusters
  Score: Raw -1733581.109859 + Penalty 3110.081738 = -1730471.028121
  nChanged 444
		SP:Iteration 11Q (46052.940000 sec): 3 clusters
  Score: Raw -1733955.355505 + Penalty 3110.081738 = -1730845.273767
  nChanged 312
		SP:Iteration 12Q (46053.150000 sec): 3 clusters
  Score: Raw -1734165.655820 + Penalty 3110.081738 = -1731055.574082
  nChanged 237
		SP:Iteration 13Q (46053.380000 sec): 3 clusters
  Score: Raw -1734293.657546 + Penalty 3110.081738 = -1731183.575808
  nChanged 140
		SP:Iteration 14Q (46053.590000 sec): 3 clusters
  Score: Raw -1734351.363366 + Penalty 3110.081738 = -1731241.281628
  nChanged 101
		SP:Iteration 15Q (46053.840000 sec): 3 clusters
  Score: Raw -1734384.904226 + Penalty 3110.081738 = -1731274.822488
  nChanged 75
		SP:Iteration 16Q (46054.070000 sec): 3 clusters
  Score: Raw -1734409.534458 + Penalty 3110.081738 = -1731299.452720
  nChanged 62
		SP:Iteration 17Q (46054.260000 sec): 3 clusters
  Score: Raw -1734423.452230 + Penalty 3110.081738 = -1731313.370492
  nChanged 44
		SP:Iteration 18Q (46054.510000 sec): 3 clusters
  Score: Raw -1734433.236521 + Penalty 3110.081738 = -1731323.154784
  nChanged 46
		SP:Iteration 19Q (46054.780000 sec): 3 clusters
  Score: Raw -1734441.743330 + Penalty 3110.081738 = -1731331.661592
  nChanged 29
		SP:Iteration 20F (46055.010000 sec): 3 clusters
  Score: Raw -1734446.372127 + Penalty 3110.081738 = -1731336.290389
  nChanged 27
		SP:Iteration 21Q (46055.250000 sec): 3 clusters
  Score: Raw -1734451.468636 + Penalty 3110.081738 = -1731341.386898
  nChanged 26
		SP:Iteration 22Q (46055.460000 sec): 3 clusters
  Score: Raw -1734454.954503 + Penalty 3110.081738 = -1731344.872765
  nChanged 18
		SP:Iteration 23Q (46055.650000 sec): 3 clusters
  Score: Raw -1734457.645295 + Penalty 3110.081738 = -1731347.563557
  nChanged 18
		SP:Iteration 24Q (46055.890000 sec): 3 clusters
  Score: Raw -1734459.401466 + Penalty 3110.081738 = -1731349.319728
  nChanged 10
		SP:Iteration 25Q (46056.130000 sec): 3 clusters
  Score: Raw -1734460.425715 + Penalty 3110.081738 = -1731350.343977
  nChanged 5
		SP:Iteration 26Q (46056.390000 sec): 3 clusters
  Score: Raw -1734460.846870 + Penalty 3110.081738 = -1731350.765133
  nChanged 8
		SP:Iteration 27Q (46056.620000 sec): 3 clusters
  Score: Raw -1734461.549588 + Penalty 3110.081738 = -1731351.467850
  nChanged 4
		SP:Iteration 28Q (46056.830000 sec): 3 clusters
  Score: Raw -1734462.099176 + Penalty 3110.081738 = -1731352.017438
  nChanged 4
		SP:Iteration 29Q (46057.040000 sec): 3 clusters
  Score: Raw -1734462.344090 + Penalty 3110.081738 = -1731352.262352
  nChanged 1
		SP:Iteration 30Q (46057.290000 sec): 3 clusters
  Score: Raw -1734462.424889 + Penalty 3110.081738 = -1731352.343151
  nChanged 1
		SP:Iteration 31Q (46057.550000 sec): 3 clusters
  Score: Raw -1734462.582681 + Penalty 3110.081738 = -1731352.500944
  nChanged 2
		SP:Iteration 32Q (46057.830000 sec): 3 clusters
  Score: Raw -1734462.710012 + Penalty 3110.081738 = -1731352.628274
  nChanged 0
		SP:Iteration 33F (46058.040000 sec): 3 clusters
  Score: Raw -1734462.710012 + Penalty 3110.081738 = -1731352.628274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46058.360000 sec): 2 clusters
  Score: Raw -6080168.971749 + Penalty 1765.329390 = -6078403.642359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46058.750000 sec): 3 clusters
  Score: Raw -6047051.167699 + Penalty 3530.658780 = -6043520.508918
  nChanged 24550
		SP:Iteration 1F (46059.140000 sec): 3 clusters
  Score: Raw -6061297.853790 + Penalty 3530.658780 = -6057767.195010
  nChanged 2455
		SP:Iteration 2Q (46059.500000 sec): 3 clusters
  Score: Raw -6062294.810891 + Penalty 3530.658780 = -6058764.152111
  nChanged 2702
		SP:Iteration 3F (46059.890000 sec): 3 clusters
  Score: Raw -6063621.841674 + Penalty 3530.658780 = -6060091.182894
  nChanged 3066
		SP:Iteration 4F (46060.250000 sec): 3 clusters
  Score: Raw -6065485.298293 + Penalty 3530.658780 = -6061954.639512
  nChanged 3491
		SP:Iteration 5F (46060.630000 sec): 3 clusters
  Score: Raw -6067871.552116 + Penalty 3530.658780 = -6064340.893335
  nChanged 3646
		SP:Iteration 6F (46060.970000 sec): 3 clusters
  Score: Raw -6070470.009121 + Penalty 3530.658780 = -6066939.350341
  nChanged 3278
		SP:Iteration 7F (46061.400000 sec): 3 clusters
  Score: Raw -6072719.829941 + Penalty 3530.658780 = -6069189.171160
  nChanged 2638
		SP:Iteration 8F (46061.720000 sec): 3 clusters
  Score: Raw -6074365.423690 + Penalty 3530.658780 = -6070834.764910
  nChanged 2116
		SP:Iteration 9Q (46062.060000 sec): 3 clusters
  Score: Raw -6075533.456414 + Penalty 3530.658780 = -6072002.797634
  nChanged 1671
		SP:Iteration 10Q (46062.460000 sec): 3 clusters
  Score: Raw -6076404.393302 + Penalty 3530.658780 = -6072873.734522
  nChanged 1471
		SP:Iteration 11Q (46062.830000 sec): 3 clusters
  Score: Raw -6077134.163103 + Penalty 3530.658780 = -6073603.504323
  nChanged 1294
		SP:Iteration 12Q (46063.140000 sec): 3 clusters
  Score: Raw -6077776.563651 + Penalty 3530.658780 = -6074245.904870
  nChanged 1194
		SP:Iteration 13Q (46063.540000 sec): 3 clusters
  Score: Raw -6078358.988505 + Penalty 3530.658780 = -6074828.329725
  nChanged 1028
		SP:Iteration 14Q (46063.900000 sec): 3 clusters
  Score: Raw -6078851.088921 + Penalty 3530.658780 = -6075320.430141
  nChanged 922
		SP:Iteration 15Q (46064.280000 sec): 3 clusters
  Score: Raw -6079278.837775 + Penalty 3530.658780 = -6075748.178994
  nChanged 770
		SP:Iteration 16Q (46064.710000 sec): 3 clusters
  Score: Raw -6079618.146683 + Penalty 3530.658780 = -6076087.487903
  nChanged 627
		SP:Iteration 17Q (46065.110000 sec): 3 clusters
  Score: Raw -6079887.286409 + Penalty 3530.658780 = -6076356.627629
  nChanged 512
		SP:Iteration 18Q (46065.480000 sec): 3 clusters
  Score: Raw -6080111.737360 + Penalty 3530.658780 = -6076581.078580
  nChanged 413
		SP:Iteration 19Q (46065.830000 sec): 3 clusters
  Score: Raw -6080289.549773 + Penalty 3530.658780 = -6076758.890993
  nChanged 331
		SP:Iteration 20F (46066.200000 sec): 3 clusters
  Score: Raw -6080436.634772 + Penalty 3530.658780 = -6076905.975992
  nChanged 294
		SP:Iteration 21Q (46066.600000 sec): 3 clusters
  Score: Raw -6080567.027674 + Penalty 3530.658780 = -6077036.368894
  nChanged 207
		SP:Iteration 22Q (46066.970000 sec): 3 clusters
  Score: Raw -6080661.049377 + Penalty 3530.658780 = -6077130.390597
  nChanged 155
		SP:Iteration 23Q (46067.350000 sec): 3 clusters
  Score: Raw -6080735.321801 + Penalty 3530.658780 = -6077204.663020
  nChanged 130
		SP:Iteration 24Q (46067.760000 sec): 3 clusters
  Score: Raw -6080791.370380 + Penalty 3530.658780 = -6077260.711599
  nChanged 98
		SP:Iteration 25Q (46068.110000 sec): 3 clusters
  Score: Raw -6080827.408061 + Penalty 3530.658780 = -6077296.749280
  nChanged 77
		SP:Iteration 26Q (46068.500000 sec): 3 clusters
  Score: Raw -6080856.707632 + Penalty 3530.658780 = -6077326.048852
  nChanged 58
		SP:Iteration 27Q (46068.830000 sec): 3 clusters
  Score: Raw -6080877.367172 + Penalty 3530.658780 = -6077346.708392
  nChanged 47
		SP:Iteration 28Q (46069.220000 sec): 3 clusters
  Score: Raw -6080894.677507 + Penalty 3530.658780 = -6077364.018727
  nChanged 31
		SP:Iteration 29Q (46069.610000 sec): 3 clusters
  Score: Raw -6080906.196298 + Penalty 3530.658780 = -6077375.537518
  nChanged 25
		SP:Iteration 30Q (46069.950000 sec): 3 clusters
  Score: Raw -6080917.898357 + Penalty 3530.658780 = -6077387.239576
  nChanged 28
		SP:Iteration 31Q (46070.330000 sec): 3 clusters
  Score: Raw -6080928.117209 + Penalty 3530.658780 = -6077397.458428
  nChanged 30
		SP:Iteration 32Q (46070.700000 sec): 3 clusters
  Score: Raw -6080938.428615 + Penalty 3530.658780 = -6077407.769835
  nChanged 16
		SP:Iteration 33Q (46071.110000 sec): 3 clusters
  Score: Raw -6080942.307079 + Penalty 3530.658780 = -6077411.648299
  nChanged 9
		SP:Iteration 34Q (46071.470000 sec): 3 clusters
  Score: Raw -6080946.121235 + Penalty 3530.658780 = -6077415.462454
  nChanged 12
		SP:Iteration 35Q (46071.820000 sec): 3 clusters
  Score: Raw -6080949.164339 + Penalty 3530.658780 = -6077418.505558
  nChanged 7
		SP:Iteration 36Q (46072.180000 sec): 3 clusters
  Score: Raw -6080951.260762 + Penalty 3530.658780 = -6077420.601982
  nChanged 6
		SP:Iteration 37Q (46072.540000 sec): 3 clusters
  Score: Raw -6080952.670543 + Penalty 3530.658780 = -6077422.011762
  nChanged 6
		SP:Iteration 38Q (46072.870000 sec): 3 clusters
  Score: Raw -6080954.426248 + Penalty 3530.658780 = -6077423.767467
  nChanged 5
		SP:Iteration 39Q (46073.180000 sec): 3 clusters
  Score: Raw -6080955.674599 + Penalty 3530.658780 = -6077425.015819
  nChanged 4
		SP:Iteration 40F (46073.510000 sec): 3 clusters
  Score: Raw -6080956.276351 + Penalty 3530.658780 = -6077425.617571
  nChanged 1
		SP:Iteration 41Q (46073.830000 sec): 3 clusters
  Score: Raw -6080956.410820 + Penalty 3530.658780 = -6077425.752039
  nChanged 0
		SP:Iteration 42F (46074.190000 sec): 3 clusters
  Score: Raw -6080956.410820 + Penalty 3530.658780 = -6077425.752039
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46074.300000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46074.520000 sec): 3 clusters
  Score: Raw -141448.938902 + Penalty 2311.506420 = -139137.432483
  nChanged 396
		SP:Iteration 1F (46074.660000 sec): 3 clusters
  Score: Raw -141769.776053 + Penalty 2311.506420 = -139458.269634
  nChanged 93
		SP:Iteration 2F (46074.810000 sec): 3 clusters
  Score: Raw -141867.713641 + Penalty 2311.506420 = -139556.207222
  nChanged 59
		SP:Iteration 3Q (46075.020000 sec): 3 clusters
  Score: Raw -141938.060381 + Penalty 2311.506420 = -139626.553961
  nChanged 48
		SP:Iteration 4Q (46075.180000 sec): 3 clusters
  Score: Raw -141988.126866 + Penalty 2311.506420 = -139676.620447
  nChanged 33
		SP:Iteration 5Q (46075.360000 sec): 3 clusters
  Score: Raw -142014.893807 + Penalty 2311.506420 = -139703.387387
  nChanged 22
		SP:Iteration 6Q (46075.570000 sec): 3 clusters
  Score: Raw -142030.270018 + Penalty 2311.506420 = -139718.763598
  nChanged 14
		SP:Iteration 7Q (46075.730000 sec): 3 clusters
  Score: Raw -142043.262731 + Penalty 2311.506420 = -139731.756311
  nChanged 7
		SP:Iteration 8Q (46075.910000 sec): 3 clusters
  Score: Raw -142050.418535 + Penalty 2311.506420 = -139738.912116
  nChanged 7
		SP:Iteration 9Q (46076.080000 sec): 3 clusters
  Score: Raw -142057.734009 + Penalty 2311.506420 = -139746.227590
  nChanged 8
		SP:Iteration 10Q (46076.210000 sec): 3 clusters
  Score: Raw -142066.902977 + Penalty 2311.506420 = -139755.396557
  nChanged 9
		SP:Iteration 11Q (46076.370000 sec): 3 clusters
  Score: Raw -142074.137078 + Penalty 2311.506420 = -139762.630659
  nChanged 6
		SP:Iteration 12Q (46076.510000 sec): 3 clusters
  Score: Raw -142076.902875 + Penalty 2311.506420 = -139765.396456
  nChanged 3
		SP:Iteration 13Q (46076.710000 sec): 3 clusters
  Score: Raw -142078.280822 + Penalty 2311.506420 = -139766.774402
  nChanged 1
		SP:Iteration 14Q (46076.870000 sec): 3 clusters
  Score: Raw -142078.635204 + Penalty 2311.506420 = -139767.128784
  nChanged 1
		SP:Iteration 15Q (46077.000000 sec): 3 clusters
  Score: Raw -142079.157139 + Penalty 2311.506420 = -139767.650719
  nChanged 2
		SP:Iteration 16Q (46077.170000 sec): 3 clusters
  Score: Raw -142081.667166 + Penalty 2311.506420 = -139770.160747
  nChanged 5
		SP:Iteration 17Q (46077.330000 sec): 3 clusters
  Score: Raw -142085.363694 + Penalty 2311.506420 = -139773.857274
  nChanged 3
		SP:Iteration 18Q (46077.490000 sec): 3 clusters
  Score: Raw -142086.578855 + Penalty 2311.506420 = -139775.072436
  nChanged 2
		SP:Iteration 19Q (46077.660000 sec): 3 clusters
  Score: Raw -142087.442015 + Penalty 2311.506420 = -139775.935596
  nChanged 1
		SP:Iteration 20F (46077.860000 sec): 3 clusters
  Score: Raw -142087.975870 + Penalty 2311.506420 = -139776.469450
  nChanged 2
		SP:Iteration 21Q (46078.000000 sec): 3 clusters
  Score: Raw -142089.284802 + Penalty 2311.506420 = -139777.778383
  nChanged 1
		SP:Iteration 22Q (46078.200000 sec): 3 clusters
  Score: Raw -142089.871033 + Penalty 2311.506420 = -139778.364613
  nChanged 1
		SP:Iteration 23Q (46078.350000 sec): 3 clusters
  Score: Raw -142090.238032 + Penalty 2311.506420 = -139778.731612
  nChanged 1
		SP:Iteration 24Q (46078.500000 sec): 3 clusters
  Score: Raw -142090.615059 + Penalty 2311.506420 = -139779.108640
  nChanged 1
		SP:Iteration 25Q (46078.650000 sec): 3 clusters
  Score: Raw -142090.786570 + Penalty 2311.506420 = -139779.280151
  nChanged 1
		SP:Iteration 26Q (46078.850000 sec): 3 clusters
  Score: Raw -142091.107787 + Penalty 2311.506420 = -139779.601368
  nChanged 0
		SP:Iteration 27F (46079.020000 sec): 3 clusters
  Score: Raw -142091.107787 + Penalty 2311.506420 = -139779.601368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46079.710000 sec): 2 clusters
  Score: Raw -19265343.879190 + Penalty 1943.358522 = -19263400.520669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46080.470000 sec): 3 clusters
  Score: Raw -19162640.371303 + Penalty 3886.717043 = -19158753.654260
  nChanged 75206
		SP:Iteration 1F (46081.210000 sec): 3 clusters
  Score: Raw -19207446.095706 + Penalty 3886.717043 = -19203559.378663
  nChanged 5113
		SP:Iteration 2Q (46082.070000 sec): 3 clusters
  Score: Raw -19208936.871956 + Penalty 3886.717043 = -19205050.154913
  nChanged 6114
		SP:Iteration 3Q (46082.920000 sec): 3 clusters
  Score: Raw -19211334.932326 + Penalty 3886.717043 = -19207448.215283
  nChanged 7775
		SP:Iteration 4Q (46083.860000 sec): 3 clusters
  Score: Raw -19215374.737611 + Penalty 3886.717043 = -19211488.020568
  nChanged 9756
		SP:Iteration 5F (46084.740000 sec): 3 clusters
  Score: Raw -19221835.470749 + Penalty 3886.717043 = -19217948.753706
  nChanged 11297
		SP:Iteration 6F (46085.550000 sec): 3 clusters
  Score: Raw -19230868.035123 + Penalty 3886.717043 = -19226981.318080
  nChanged 11389
		SP:Iteration 7F (46086.370000 sec): 3 clusters
  Score: Raw -19241334.076278 + Penalty 3886.717043 = -19237447.359235
  nChanged 9711
		SP:Iteration 8F (46087.180000 sec): 3 clusters
  Score: Raw -19250546.030354 + Penalty 3886.717043 = -19246659.313311
  nChanged 6904
		SP:Iteration 9Q (46088.040000 sec): 3 clusters
  Score: Raw -19256243.791963 + Penalty 3886.717043 = -19252357.074920
  nChanged 4548
		SP:Iteration 10Q (46088.860000 sec): 3 clusters
  Score: Raw -19259377.201833 + Penalty 3886.717043 = -19255490.484790
  nChanged 3249
		SP:Iteration 11Q (46089.680000 sec): 3 clusters
  Score: Raw -19261244.103966 + Penalty 3886.717043 = -19257357.386922
  nChanged 2527
		SP:Iteration 12Q (46090.490000 sec): 3 clusters
  Score: Raw -19262388.630516 + Penalty 3886.717043 = -19258501.913472
  nChanged 1976
		SP:Iteration 13Q (46091.200000 sec): 3 clusters
  Score: Raw -19263073.103266 + Penalty 3886.717043 = -19259186.386223
  nChanged 1512
		SP:Iteration 14Q (46091.870000 sec): 3 clusters
  Score: Raw -19263463.486132 + Penalty 3886.717043 = -19259576.769088
  nChanged 1144
		SP:Iteration 15Q (46092.570000 sec): 3 clusters
  Score: Raw -19263713.067732 + Penalty 3886.717043 = -19259826.350689
  nChanged 907
		SP:Iteration 16Q (46093.380000 sec): 3 clusters
  Score: Raw -19263879.536491 + Penalty 3886.717043 = -19259992.819448
  nChanged 731
		SP:Iteration 17Q (46094.210000 sec): 3 clusters
  Score: Raw -19263998.089576 + Penalty 3886.717043 = -19260111.372533
  nChanged 622
		SP:Iteration 18Q (46095.040000 sec): 3 clusters
  Score: Raw -19264081.309134 + Penalty 3886.717043 = -19260194.592091
  nChanged 551
		SP:Iteration 19Q (46095.900000 sec): 3 clusters
  Score: Raw -19264147.584845 + Penalty 3886.717043 = -19260260.867802
  nChanged 519
		SP:Iteration 20F (46096.720000 sec): 3 clusters
  Score: Raw -19264205.690634 + Penalty 3886.717043 = -19260318.973591
  nChanged 488
		SP:Iteration 21Q (46097.440000 sec): 3 clusters
  Score: Raw -19264257.521537 + Penalty 3886.717043 = -19260370.804494
  nChanged 444
		SP:Iteration 22Q (46098.120000 sec): 3 clusters
  Score: Raw -19264300.712251 + Penalty 3886.717043 = -19260413.995207
  nChanged 400
		SP:Iteration 23Q (46098.800000 sec): 3 clusters
  Score: Raw -19264335.578610 + Penalty 3886.717043 = -19260448.861567
  nChanged 413
		SP:Iteration 24Q (46099.540000 sec): 3 clusters
  Score: Raw -19264371.729888 + Penalty 3886.717043 = -19260485.012845
  nChanged 422
		SP:Iteration 25Q (46100.280000 sec): 3 clusters
  Score: Raw -19264409.820472 + Penalty 3886.717043 = -19260523.103428
  nChanged 415
		SP:Iteration 26Q (46101.020000 sec): 3 clusters
  Score: Raw -19264447.380114 + Penalty 3886.717043 = -19260560.663071
  nChanged 423
		SP:Iteration 27Q (46101.770000 sec): 3 clusters
  Score: Raw -19264486.982512 + Penalty 3886.717043 = -19260600.265469
  nChanged 415
		SP:Iteration 28Q (46102.520000 sec): 3 clusters
  Score: Raw -19264526.135607 + Penalty 3886.717043 = -19260639.418563
  nChanged 406
		SP:Iteration 29Q (46103.260000 sec): 3 clusters
  Score: Raw -19264568.022960 + Penalty 3886.717043 = -19260681.305917
  nChanged 446
		SP:Iteration 30Q (46104.000000 sec): 3 clusters
  Score: Raw -19264617.293291 + Penalty 3886.717043 = -19260730.576247
  nChanged 426
		SP:Iteration 31Q (46104.760000 sec): 3 clusters
  Score: Raw -19264661.163376 + Penalty 3886.717043 = -19260774.446333
  nChanged 448
		SP:Iteration 32Q (46105.560000 sec): 3 clusters
  Score: Raw -19264707.586313 + Penalty 3886.717043 = -19260820.869270
  nChanged 432
		SP:Iteration 33Q (46106.340000 sec): 3 clusters
  Score: Raw -19264753.771400 + Penalty 3886.717043 = -19260867.054356
  nChanged 423
		SP:Iteration 34Q (46107.120000 sec): 3 clusters
  Score: Raw -19264798.281219 + Penalty 3886.717043 = -19260911.564175
  nChanged 430
		SP:Iteration 35Q (46107.820000 sec): 3 clusters
  Score: Raw -19264844.531286 + Penalty 3886.717043 = -19260957.814243
  nChanged 438
		SP:Iteration 36Q (46108.540000 sec): 3 clusters
  Score: Raw -19264891.319612 + Penalty 3886.717043 = -19261004.602569
  nChanged 409
		SP:Iteration 37Q (46109.270000 sec): 3 clusters
  Score: Raw -19264933.390139 + Penalty 3886.717043 = -19261046.673096
  nChanged 421
		SP:Iteration 38Q (46110.040000 sec): 3 clusters
  Score: Raw -19264982.052084 + Penalty 3886.717043 = -19261095.335041
  nChanged 421
		SP:Iteration 39Q (46110.810000 sec): 3 clusters
  Score: Raw -19265030.580929 + Penalty 3886.717043 = -19261143.863885
  nChanged 415
		SP:Iteration 40F (46111.620000 sec): 3 clusters
  Score: Raw -19265076.942962 + Penalty 3886.717043 = -19261190.225919
  nChanged 397
		SP:Iteration 41Q (46112.480000 sec): 3 clusters
  Score: Raw -19265120.664147 + Penalty 3886.717043 = -19261233.947104
  nChanged 375
		SP:Iteration 42Q (46113.330000 sec): 3 clusters
  Score: Raw -19265161.298586 + Penalty 3886.717043 = -19261274.581542
  nChanged 360
		SP:Iteration 43Q (46114.110000 sec): 3 clusters
  Score: Raw -19265198.660056 + Penalty 3886.717043 = -19261311.943013
  nChanged 353
		SP:Iteration 44Q (46114.880000 sec): 3 clusters
  Score: Raw -19265234.081145 + Penalty 3886.717043 = -19261347.364102
  nChanged 329
		SP:Iteration 45Q (46115.730000 sec): 3 clusters
  Score: Raw -19265266.209431 + Penalty 3886.717043 = -19261379.492388
  nChanged 330
		SP:Iteration 46Q (46116.640000 sec): 3 clusters
  Score: Raw -19265298.051065 + Penalty 3886.717043 = -19261411.334021
  nChanged 341
		SP:Iteration 47Q (46117.550000 sec): 3 clusters
  Score: Raw -19265330.251631 + Penalty 3886.717043 = -19261443.534588
  nChanged 316
		SP:Iteration 48Q (46118.420000 sec): 3 clusters
  Score: Raw -19265359.673239 + Penalty 3886.717043 = -19261472.956196
  nChanged 304
		SP:Iteration 49Q (46119.250000 sec): 3 clusters
  Score: Raw -19265386.281033 + Penalty 3886.717043 = -19261499.563990
  nChanged 298
		SP:Iteration 50Q (46120.110000 sec): 3 clusters
  Score: Raw -19265411.946234 + Penalty 3886.717043 = -19261525.229190
  nChanged 311
		SP:Iteration 51Q (46120.950000 sec): 3 clusters
  Score: Raw -19265436.862430 + Penalty 3886.717043 = -19261550.145387
  nChanged 286
		SP:Iteration 52Q (46121.750000 sec): 3 clusters
  Score: Raw -19265458.493691 + Penalty 3886.717043 = -19261571.776648
  nChanged 261
		SP:Iteration 53Q (46122.580000 sec): 3 clusters
  Score: Raw -19265477.362730 + Penalty 3886.717043 = -19261590.645687
  nChanged 210
		SP:Iteration 54Q (46123.440000 sec): 3 clusters
  Score: Raw -19265491.579457 + Penalty 3886.717043 = -19261604.862414
  nChanged 201
		SP:Iteration 55Q (46124.280000 sec): 3 clusters
  Score: Raw -19265504.183686 + Penalty 3886.717043 = -19261617.466643
  nChanged 204
		SP:Iteration 56Q (46125.090000 sec): 3 clusters
  Score: Raw -19265517.942896 + Penalty 3886.717043 = -19261631.225853
  nChanged 208
		SP:Iteration 57Q (46125.910000 sec): 3 clusters
  Score: Raw -19265532.655955 + Penalty 3886.717043 = -19261645.938911
  nChanged 200
		SP:Iteration 58Q (46126.770000 sec): 3 clusters
  Score: Raw -19265545.829474 + Penalty 3886.717043 = -19261659.112430
  nChanged 207
		SP:Iteration 59Q (46127.570000 sec): 3 clusters
  Score: Raw -19265560.781895 + Penalty 3886.717043 = -19261674.064852
  nChanged 214
		SP:Iteration 60F (46128.470000 sec): 3 clusters
  Score: Raw -19265576.168911 + Penalty 3886.717043 = -19261689.451867
  nChanged 199
		SP:Iteration 61Q (46129.260000 sec): 3 clusters
  Score: Raw -19265590.495141 + Penalty 3886.717043 = -19261703.778098
  nChanged 211
		SP:Iteration 62Q (46130.090000 sec): 3 clusters
  Score: Raw -19265607.293621 + Penalty 3886.717043 = -19261720.576578
  nChanged 213
		SP:Iteration 63Q (46130.950000 sec): 3 clusters
  Score: Raw -19265623.924521 + Penalty 3886.717043 = -19261737.207478
  nChanged 191
		SP:Iteration 64Q (46131.770000 sec): 3 clusters
  Score: Raw -19265638.007412 + Penalty 3886.717043 = -19261751.290368
  nChanged 195
		SP:Iteration 65Q (46132.580000 sec): 3 clusters
  Score: Raw -19265651.736182 + Penalty 3886.717043 = -19261765.019138
  nChanged 176
		SP:Iteration 66Q (46133.450000 sec): 3 clusters
  Score: Raw -19265664.185355 + Penalty 3886.717043 = -19261777.468312
  nChanged 193
		SP:Iteration 67Q (46134.320000 sec): 3 clusters
  Score: Raw -19265677.985642 + Penalty 3886.717043 = -19261791.268599
  nChanged 183
		SP:Iteration 68Q (46135.140000 sec): 3 clusters
  Score: Raw -19265690.250613 + Penalty 3886.717043 = -19261803.533570
  nChanged 157
		SP:Iteration 69Q (46135.900000 sec): 3 clusters
  Score: Raw -19265699.799874 + Penalty 3886.717043 = -19261813.082831
  nChanged 160
		SP:Iteration 70Q (46136.640000 sec): 3 clusters
  Score: Raw -19265709.884919 + Penalty 3886.717043 = -19261823.167876
  nChanged 158
		SP:Iteration 71Q (46137.460000 sec): 3 clusters
  Score: Raw -19265720.267922 + Penalty 3886.717043 = -19261833.550879
  nChanged 163
		SP:Iteration 72Q (46138.250000 sec): 3 clusters
  Score: Raw -19265731.129993 + Penalty 3886.717043 = -19261844.412949
  nChanged 181
		SP:Iteration 73Q (46139.020000 sec): 3 clusters
  Score: Raw -19265744.146494 + Penalty 3886.717043 = -19261857.429450
  nChanged 175
		SP:Iteration 74Q (46139.770000 sec): 3 clusters
  Score: Raw -19265755.315474 + Penalty 3886.717043 = -19261868.598431
  nChanged 150
		SP:Iteration 75Q (46140.560000 sec): 3 clusters
  Score: Raw -19265765.444720 + Penalty 3886.717043 = -19261878.727676
  nChanged 163
		SP:Iteration 76Q (46141.260000 sec): 3 clusters
  Score: Raw -19265776.045959 + Penalty 3886.717043 = -19261889.328916
  nChanged 153
		SP:Iteration 77Q (46142.060000 sec): 3 clusters
  Score: Raw -19265786.064310 + Penalty 3886.717043 = -19261899.347267
  nChanged 156
		SP:Iteration 78Q (46142.900000 sec): 3 clusters
  Score: Raw -19265796.791251 + Penalty 3886.717043 = -19261910.074207
  nChanged 163
		SP:Iteration 79Q (46143.730000 sec): 3 clusters
  Score: Raw -19265808.603570 + Penalty 3886.717043 = -19261921.886526
  nChanged 174
		SP:Iteration 80F (46144.550000 sec): 3 clusters
  Score: Raw -19265822.247361 + Penalty 3886.717043 = -19261935.530318
  nChanged 185
		SP:Iteration 81Q (46145.350000 sec): 3 clusters
  Score: Raw -19265835.572941 + Penalty 3886.717043 = -19261948.855898
  nChanged 192
		SP:Iteration 82Q (46146.120000 sec): 3 clusters
  Score: Raw -19265849.733113 + Penalty 3886.717043 = -19261963.016070
  nChanged 161
		SP:Iteration 83Q (46146.940000 sec): 3 clusters
  Score: Raw -19265860.873620 + Penalty 3886.717043 = -19261974.156576
  nChanged 132
		SP:Iteration 84Q (46147.750000 sec): 3 clusters
  Score: Raw -19265869.002183 + Penalty 3886.717043 = -19261982.285139
  nChanged 118
		SP:Iteration 85Q (46148.510000 sec): 3 clusters
  Score: Raw -19265876.370050 + Penalty 3886.717043 = -19261989.653007
  nChanged 141
		SP:Iteration 86Q (46149.300000 sec): 3 clusters
  Score: Raw -19265885.937895 + Penalty 3886.717043 = -19261999.220852
  nChanged 128
		SP:Iteration 87Q (46150.070000 sec): 3 clusters
  Score: Raw -19265894.386073 + Penalty 3886.717043 = -19262007.669030
  nChanged 126
		SP:Iteration 88Q (46150.840000 sec): 3 clusters
  Score: Raw -19265902.604735 + Penalty 3886.717043 = -19262015.887692
  nChanged 121
		SP:Iteration 89Q (46151.600000 sec): 3 clusters
  Score: Raw -19265910.349968 + Penalty 3886.717043 = -19262023.632924
  nChanged 109
		SP:Iteration 90Q (46152.380000 sec): 3 clusters
  Score: Raw -19265916.802963 + Penalty 3886.717043 = -19262030.085920
  nChanged 124
		SP:Iteration 91Q (46153.180000 sec): 3 clusters
  Score: Raw -19265924.979129 + Penalty 3886.717043 = -19262038.262086
  nChanged 128
		SP:Iteration 92Q (46153.980000 sec): 3 clusters
  Score: Raw -19265932.791346 + Penalty 3886.717043 = -19262046.074303
  nChanged 120
		SP:Iteration 93Q (46154.800000 sec): 3 clusters
  Score: Raw -19265940.894799 + Penalty 3886.717043 = -19262054.177756
  nChanged 131
		SP:Iteration 94Q (46155.640000 sec): 3 clusters
  Score: Raw -19265948.652324 + Penalty 3886.717043 = -19262061.935280
  nChanged 123
		SP:Iteration 95Q (46156.450000 sec): 3 clusters
  Score: Raw -19265956.255699 + Penalty 3886.717043 = -19262069.538655
  nChanged 119
		SP:Iteration 96Q (46157.280000 sec): 3 clusters
  Score: Raw -19265964.108945 + Penalty 3886.717043 = -19262077.391901
  nChanged 109
		SP:Iteration 97Q (46158.060000 sec): 3 clusters
  Score: Raw -19265970.559786 + Penalty 3886.717043 = -19262083.842743
  nChanged 100
		SP:Iteration 98Q (46158.850000 sec): 3 clusters
  Score: Raw -19265976.040840 + Penalty 3886.717043 = -19262089.323796
  nChanged 97
		SP:Iteration 99Q (46159.620000 sec): 3 clusters
  Score: Raw -19265981.275288 + Penalty 3886.717043 = -19262094.558245
  nChanged 83
		SP:Iteration 100F (46160.460000 sec): 3 clusters
  Score: Raw -19265985.485047 + Penalty 3886.717043 = -19262098.768003
  nChanged 69
		SP:Iteration 101Q (46161.240000 sec): 3 clusters
  Score: Raw -19265989.004454 + Penalty 3886.717043 = -19262102.287410
  nChanged 87
		SP:Iteration 102Q (46162.020000 sec): 3 clusters
  Score: Raw -19265993.806028 + Penalty 3886.717043 = -19262107.088985
  nChanged 95
		SP:Iteration 103Q (46162.780000 sec): 3 clusters
  Score: Raw -19265999.109388 + Penalty 3886.717043 = -19262112.392345
  nChanged 92
		SP:Iteration 104Q (46163.600000 sec): 3 clusters
  Score: Raw -19266004.171460 + Penalty 3886.717043 = -19262117.454417
  nChanged 79
		SP:Iteration 105Q (46164.360000 sec): 3 clusters
  Score: Raw -19266008.132152 + Penalty 3886.717043 = -19262121.415109
  nChanged 67
		SP:Iteration 106Q (46165.210000 sec): 3 clusters
  Score: Raw -19266011.605829 + Penalty 3886.717043 = -19262124.888786
  nChanged 73
		SP:Iteration 107Q (46165.990000 sec): 3 clusters
  Score: Raw -19266016.366880 + Penalty 3886.717043 = -19262129.649837
  nChanged 83
		SP:Iteration 108Q (46166.770000 sec): 3 clusters
  Score: Raw -19266021.425857 + Penalty 3886.717043 = -19262134.708813
  nChanged 101
		SP:Iteration 109Q (46167.520000 sec): 3 clusters
  Score: Raw -19266028.673586 + Penalty 3886.717043 = -19262141.956542
  nChanged 102
		SP:Iteration 110Q (46168.260000 sec): 3 clusters
  Score: Raw -19266035.025715 + Penalty 3886.717043 = -19262148.308672
  nChanged 84
		SP:Iteration 111Q (46168.980000 sec): 3 clusters
  Score: Raw -19266040.145964 + Penalty 3886.717043 = -19262153.428921
  nChanged 84
		SP:Iteration 112Q (46169.720000 sec): 3 clusters
  Score: Raw -19266045.019616 + Penalty 3886.717043 = -19262158.302573
  nChanged 82
		SP:Iteration 113Q (46170.520000 sec): 3 clusters
  Score: Raw -19266049.694899 + Penalty 3886.717043 = -19262162.977855
  nChanged 73
		SP:Iteration 114Q (46171.280000 sec): 3 clusters
  Score: Raw -19266053.306438 + Penalty 3886.717043 = -19262166.589395
  nChanged 65
		SP:Iteration 115Q (46172.060000 sec): 3 clusters
  Score: Raw -19266056.587112 + Penalty 3886.717043 = -19262169.870069
  nChanged 56
		SP:Iteration 116Q (46172.920000 sec): 3 clusters
  Score: Raw -19266059.575116 + Penalty 3886.717043 = -19262172.858073
  nChanged 66
		SP:Iteration 117Q (46173.730000 sec): 3 clusters
  Score: Raw -19266063.164066 + Penalty 3886.717043 = -19262176.447022
  nChanged 67
		SP:Iteration 118Q (46174.530000 sec): 3 clusters
  Score: Raw -19266066.590917 + Penalty 3886.717043 = -19262179.873874
  nChanged 64
		SP:Iteration 119Q (46175.320000 sec): 3 clusters
  Score: Raw -19266070.515481 + Penalty 3886.717043 = -19262183.798438
  nChanged 70
		SP:Iteration 120F (46176.170000 sec): 3 clusters
  Score: Raw -19266074.287312 + Penalty 3886.717043 = -19262187.570269
  nChanged 67
		SP:Iteration 121Q (46176.960000 sec): 3 clusters
  Score: Raw -19266077.596518 + Penalty 3886.717043 = -19262190.879474
  nChanged 57
		SP:Iteration 122Q (46177.770000 sec): 3 clusters
  Score: Raw -19266080.394527 + Penalty 3886.717043 = -19262193.677484
  nChanged 62
		SP:Iteration 123Q (46178.580000 sec): 3 clusters
  Score: Raw -19266084.310521 + Penalty 3886.717043 = -19262197.593477
  nChanged 63
		SP:Iteration 124Q (46179.450000 sec): 3 clusters
  Score: Raw -19266087.498669 + Penalty 3886.717043 = -19262200.781626
  nChanged 53
		SP:Iteration 125Q (46180.350000 sec): 3 clusters
  Score: Raw -19266090.545964 + Penalty 3886.717043 = -19262203.828921
  nChanged 46
		SP:Iteration 126Q (46181.150000 sec): 3 clusters
  Score: Raw -19266092.786671 + Penalty 3886.717043 = -19262206.069627
  nChanged 43
		SP:Iteration 127Q (46182.000000 sec): 3 clusters
  Score: Raw -19266095.043147 + Penalty 3886.717043 = -19262208.326104
  nChanged 42
		SP:Iteration 128Q (46182.780000 sec): 3 clusters
  Score: Raw -19266096.956957 + Penalty 3886.717043 = -19262210.239914
  nChanged 44
		SP:Iteration 129Q (46183.560000 sec): 3 clusters
  Score: Raw -19266098.780867 + Penalty 3886.717043 = -19262212.063824
  nChanged 50
		SP:Iteration 130Q (46184.440000 sec): 3 clusters
  Score: Raw -19266101.675861 + Penalty 3886.717043 = -19262214.958818
  nChanged 57
		SP:Iteration 131Q (46185.250000 sec): 3 clusters
  Score: Raw -19266105.596153 + Penalty 3886.717043 = -19262218.879109
  nChanged 70
		SP:Iteration 132Q (46186.010000 sec): 3 clusters
  Score: Raw -19266110.054544 + Penalty 3886.717043 = -19262223.337500
  nChanged 76
		SP:Iteration 133Q (46186.820000 sec): 3 clusters
  Score: Raw -19266115.126229 + Penalty 3886.717043 = -19262228.409186
  nChanged 77
		SP:Iteration 134Q (46187.690000 sec): 3 clusters
  Score: Raw -19266119.825332 + Penalty 3886.717043 = -19262233.108288
  nChanged 76
		SP:Iteration 135Q (46188.520000 sec): 3 clusters
  Score: Raw -19266124.126077 + Penalty 3886.717043 = -19262237.409034
  nChanged 74
		SP:Iteration 136Q (46189.390000 sec): 3 clusters
  Score: Raw -19266127.839774 + Penalty 3886.717043 = -19262241.122731
  nChanged 57
		SP:Iteration 137Q (46190.180000 sec): 3 clusters
  Score: Raw -19266130.813371 + Penalty 3886.717043 = -19262244.096328
  nChanged 47
		SP:Iteration 138Q (46191.020000 sec): 3 clusters
  Score: Raw -19266133.187011 + Penalty 3886.717043 = -19262246.469967
  nChanged 40
		SP:Iteration 139Q (46191.860000 sec): 3 clusters
  Score: Raw -19266134.972070 + Penalty 3886.717043 = -19262248.255026
  nChanged 31
		SP:Iteration 140F (46192.830000 sec): 3 clusters
  Score: Raw -19266136.258018 + Penalty 3886.717043 = -19262249.540975
  nChanged 24
		SP:Iteration 141Q (46193.640000 sec): 3 clusters
  Score: Raw -19266137.179619 + Penalty 3886.717043 = -19262250.462576
  nChanged 26
		SP:Iteration 142Q (46194.400000 sec): 3 clusters
  Score: Raw -19266138.062405 + Penalty 3886.717043 = -19262251.345361
  nChanged 22
		SP:Iteration 143Q (46195.210000 sec): 3 clusters
  Score: Raw -19266139.090674 + Penalty 3886.717043 = -19262252.373630
  nChanged 22
		SP:Iteration 144Q (46196.050000 sec): 3 clusters
  Score: Raw -19266140.135683 + Penalty 3886.717043 = -19262253.418640
  nChanged 29
		SP:Iteration 145Q (46196.920000 sec): 3 clusters
  Score: Raw -19266141.135223 + Penalty 3886.717043 = -19262254.418179
  nChanged 20
		SP:Iteration 146Q (46197.710000 sec): 3 clusters
  Score: Raw -19266141.833788 + Penalty 3886.717043 = -19262255.116744
  nChanged 25
		SP:Iteration 147Q (46198.500000 sec): 3 clusters
  Score: Raw -19266142.745450 + Penalty 3886.717043 = -19262256.028407
  nChanged 19
		SP:Iteration 148Q (46199.310000 sec): 3 clusters
  Score: Raw -19266143.340580 + Penalty 3886.717043 = -19262256.623537
  nChanged 19
		SP:Iteration 149Q (46200.110000 sec): 3 clusters
  Score: Raw -19266143.949872 + Penalty 3886.717043 = -19262257.232828
  nChanged 13
		SP:Iteration 150Q (46200.910000 sec): 3 clusters
  Score: Raw -19266144.333782 + Penalty 3886.717043 = -19262257.616738
  nChanged 10
		SP:Iteration 151Q (46201.720000 sec): 3 clusters
  Score: Raw -19266144.769053 + Penalty 3886.717043 = -19262258.052009
  nChanged 15
		SP:Iteration 152Q (46202.500000 sec): 3 clusters
  Score: Raw -19266145.241555 + Penalty 3886.717043 = -19262258.524512
  nChanged 10
		SP:Iteration 153Q (46203.210000 sec): 3 clusters
  Score: Raw -19266145.495318 + Penalty 3886.717043 = -19262258.778275
  nChanged 11
		SP:Iteration 154Q (46203.960000 sec): 3 clusters
  Score: Raw -19266146.043358 + Penalty 3886.717043 = -19262259.326315
  nChanged 17
		SP:Iteration 155Q (46204.690000 sec): 3 clusters
  Score: Raw -19266146.569637 + Penalty 3886.717043 = -19262259.852594
  nChanged 17
		SP:Iteration 156Q (46205.430000 sec): 3 clusters
  Score: Raw -19266147.263772 + Penalty 3886.717043 = -19262260.546729
  nChanged 13
		SP:Iteration 157Q (46206.150000 sec): 3 clusters
  Score: Raw -19266147.642744 + Penalty 3886.717043 = -19262260.925701
  nChanged 12
		SP:Iteration 158Q (46206.870000 sec): 3 clusters
  Score: Raw -19266147.943080 + Penalty 3886.717043 = -19262261.226037
  nChanged 9
		SP:Iteration 159Q (46207.550000 sec): 3 clusters
  Score: Raw -19266148.272926 + Penalty 3886.717043 = -19262261.555882
  nChanged 6
		SP:Iteration 160F (46208.350000 sec): 3 clusters
  Score: Raw -19266148.470325 + Penalty 3886.717043 = -19262261.753282
  nChanged 6
		SP:Iteration 161Q (46209.120000 sec): 3 clusters
  Score: Raw -19266148.712412 + Penalty 3886.717043 = -19262261.995368
  nChanged 13
		SP:Iteration 162Q (46209.850000 sec): 3 clusters
  Score: Raw -19266149.256869 + Penalty 3886.717043 = -19262262.539825
  nChanged 9
		SP:Iteration 163Q (46210.560000 sec): 3 clusters
  Score: Raw -19266149.496168 + Penalty 3886.717043 = -19262262.779124
  nChanged 8
		SP:Iteration 164Q (46211.280000 sec): 3 clusters
  Score: Raw -19266149.644697 + Penalty 3886.717043 = -19262262.927654
  nChanged 5
		SP:Iteration 165Q (46211.990000 sec): 3 clusters
  Score: Raw -19266149.753678 + Penalty 3886.717043 = -19262263.036635
  nChanged 5
		SP:Iteration 166Q (46212.680000 sec): 3 clusters
  Score: Raw -19266149.937913 + Penalty 3886.717043 = -19262263.220870
  nChanged 6
		SP:Iteration 167Q (46213.390000 sec): 3 clusters
  Score: Raw -19266150.163194 + Penalty 3886.717043 = -19262263.446151
  nChanged 6
		SP:Iteration 168Q (46214.080000 sec): 3 clusters
  Score: Raw -19266150.394032 + Penalty 3886.717043 = -19262263.676989
  nChanged 6
		SP:Iteration 169Q (46214.760000 sec): 3 clusters
  Score: Raw -19266150.579013 + Penalty 3886.717043 = -19262263.861970
  nChanged 9
		SP:Iteration 170Q (46215.460000 sec): 3 clusters
  Score: Raw -19266150.830133 + Penalty 3886.717043 = -19262264.113089
  nChanged 9
		SP:Iteration 171Q (46216.240000 sec): 3 clusters
  Score: Raw -19266151.139621 + Penalty 3886.717043 = -19262264.422578
  nChanged 11
		SP:Iteration 172Q (46217.010000 sec): 3 clusters
  Score: Raw -19266151.628020 + Penalty 3886.717043 = -19262264.910977
  nChanged 14
		SP:Iteration 173Q (46217.810000 sec): 3 clusters
  Score: Raw -19266152.153496 + Penalty 3886.717043 = -19262265.436453
  nChanged 11
		SP:Iteration 174Q (46218.670000 sec): 3 clusters
  Score: Raw -19266152.601553 + Penalty 3886.717043 = -19262265.884510
  nChanged 8
		SP:Iteration 175Q (46219.530000 sec): 3 clusters
  Score: Raw -19266152.963082 + Penalty 3886.717043 = -19262266.246039
  nChanged 10
		SP:Iteration 176Q (46220.350000 sec): 3 clusters
  Score: Raw -19266153.348014 + Penalty 3886.717043 = -19262266.630971
  nChanged 7
		SP:Iteration 177Q (46221.120000 sec): 3 clusters
  Score: Raw -19266153.527230 + Penalty 3886.717043 = -19262266.810187
  nChanged 2
		SP:Iteration 178Q (46221.880000 sec): 3 clusters
  Score: Raw -19266153.609404 + Penalty 3886.717043 = -19262266.892361
  nChanged 3
		SP:Iteration 179Q (46222.600000 sec): 3 clusters
  Score: Raw -19266153.667082 + Penalty 3886.717043 = -19262266.950039
  nChanged 3
		SP:Iteration 180F (46223.420000 sec): 3 clusters
  Score: Raw -19266153.735600 + Penalty 3886.717043 = -19262267.018557
  nChanged 4
		SP:Iteration 181Q (46224.200000 sec): 3 clusters
  Score: Raw -19266153.825099 + Penalty 3886.717043 = -19262267.108055
  nChanged 7
		SP:Iteration 182Q (46225.020000 sec): 3 clusters
  Score: Raw -19266154.004990 + Penalty 3886.717043 = -19262267.287947
  nChanged 9
		SP:Iteration 183Q (46225.850000 sec): 3 clusters
  Score: Raw -19266154.286045 + Penalty 3886.717043 = -19262267.569002
  nChanged 7
		SP:Iteration 184Q (46226.680000 sec): 3 clusters
  Score: Raw -19266154.613595 + Penalty 3886.717043 = -19262267.896552
  nChanged 7
		SP:Iteration 185Q (46227.480000 sec): 3 clusters
  Score: Raw -19266154.869557 + Penalty 3886.717043 = -19262268.152514
  nChanged 5
		SP:Iteration 186Q (46228.360000 sec): 3 clusters
  Score: Raw -19266154.970354 + Penalty 3886.717043 = -19262268.253311
  nChanged 3
		SP:Iteration 187Q (46229.180000 sec): 3 clusters
  Score: Raw -19266155.035040 + Penalty 3886.717043 = -19262268.317997
  nChanged 3
		SP:Iteration 188Q (46229.980000 sec): 3 clusters
  Score: Raw -19266155.172510 + Penalty 3886.717043 = -19262268.455467
  nChanged 2
		SP:Iteration 189Q (46230.790000 sec): 3 clusters
  Score: Raw -19266155.209761 + Penalty 3886.717043 = -19262268.492718
  nChanged 4
		SP:Iteration 190Q (46231.620000 sec): 3 clusters
  Score: Raw -19266155.295616 + Penalty 3886.717043 = -19262268.578573
  nChanged 1
		SP:Iteration 191Q (46232.450000 sec): 3 clusters
  Score: Raw -19266155.332748 + Penalty 3886.717043 = -19262268.615705
  nChanged 0
		SP:Iteration 192F (46233.340000 sec): 3 clusters
  Score: Raw -19266155.332748 + Penalty 3886.717043 = -19262268.615705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46233.500000 sec): 2 clusters
  Score: Raw -145424.602811 + Penalty 1154.289835 = -144270.312976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46233.670000 sec): 3 clusters
  Score: Raw -144990.675137 + Penalty 2308.579670 = -142682.095467
  nChanged 374
		SP:Iteration 1F (46233.880000 sec): 3 clusters
  Score: Raw -145294.656461 + Penalty 2308.579670 = -142986.076791
  nChanged 74
		SP:Iteration 2F (46234.070000 sec): 3 clusters
  Score: Raw -145356.297504 + Penalty 2308.579670 = -143047.717834
  nChanged 43
		SP:Iteration 3Q (46234.250000 sec): 3 clusters
  Score: Raw -145399.719646 + Penalty 2308.579670 = -143091.139976
  nChanged 30
		SP:Iteration 4Q (46234.410000 sec): 3 clusters
  Score: Raw -145423.627853 + Penalty 2308.579670 = -143115.048182
  nChanged 19
		SP:Iteration 5Q (46234.550000 sec): 3 clusters
  Score: Raw -145439.562523 + Penalty 2308.579670 = -143130.982853
  nChanged 14
		SP:Iteration 6Q (46234.700000 sec): 3 clusters
  Score: Raw -145451.118603 + Penalty 2308.579670 = -143142.538933
  nChanged 11
		SP:Iteration 7Q (46234.870000 sec): 3 clusters
  Score: Raw -145459.925538 + Penalty 2308.579670 = -143151.345867
  nChanged 8
		SP:Iteration 8Q (46235.080000 sec): 3 clusters
  Score: Raw -145465.962226 + Penalty 2308.579670 = -143157.382556
  nChanged 7
		SP:Iteration 9Q (46235.240000 sec): 3 clusters
  Score: Raw -145471.171308 + Penalty 2308.579670 = -143162.591638
  nChanged 4
		SP:Iteration 10Q (46235.400000 sec): 3 clusters
  Score: Raw -145473.269228 + Penalty 2308.579670 = -143164.689558
  nChanged 2
		SP:Iteration 11Q (46235.550000 sec): 3 clusters
  Score: Raw -145474.727120 + Penalty 2308.579670 = -143166.147450
  nChanged 3
		SP:Iteration 12Q (46235.710000 sec): 3 clusters
  Score: Raw -145478.614088 + Penalty 2308.579670 = -143170.034417
  nChanged 3
		SP:Iteration 13Q (46235.920000 sec): 3 clusters
  Score: Raw -145482.335009 + Penalty 2308.579670 = -143173.755339
  nChanged 5
		SP:Iteration 14Q (46236.090000 sec): 3 clusters
  Score: Raw -145485.307261 + Penalty 2308.579670 = -143176.727591
  nChanged 6
		SP:Iteration 15Q (46236.290000 sec): 3 clusters
  Score: Raw -145489.442303 + Penalty 2308.579670 = -143180.862633
  nChanged 4
		SP:Iteration 16Q (46236.460000 sec): 3 clusters
  Score: Raw -145492.483130 + Penalty 2308.579670 = -143183.903460
  nChanged 3
		SP:Iteration 17Q (46236.650000 sec): 3 clusters
  Score: Raw -145494.697632 + Penalty 2308.579670 = -143186.117961
  nChanged 7
		SP:Iteration 18Q (46236.810000 sec): 3 clusters
  Score: Raw -145499.558480 + Penalty 2308.579670 = -143190.978810
  nChanged 7
		SP:Iteration 19Q (46236.970000 sec): 3 clusters
  Score: Raw -145505.405440 + Penalty 2308.579670 = -143196.825769
  nChanged 6
		SP:Iteration 20F (46237.170000 sec): 3 clusters
  Score: Raw -145511.499799 + Penalty 2308.579670 = -143202.920128
  nChanged 5
		SP:Iteration 21Q (46237.370000 sec): 3 clusters
  Score: Raw -145515.319271 + Penalty 2308.579670 = -143206.739600
  nChanged 6
		SP:Iteration 22Q (46237.550000 sec): 3 clusters
  Score: Raw -145520.048042 + Penalty 2308.579670 = -143211.468372
  nChanged 7
		SP:Iteration 23Q (46237.700000 sec): 3 clusters
  Score: Raw -145523.900194 + Penalty 2308.579670 = -143215.320524
  nChanged 2
		SP:Iteration 24Q (46237.890000 sec): 3 clusters
  Score: Raw -145525.364021 + Penalty 2308.579670 = -143216.784350
  nChanged 0
		SP:Iteration 25F (46238.050000 sec): 3 clusters
  Score: Raw -145525.364021 + Penalty 2308.579670 = -143216.784350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46238.160000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46238.310000 sec): 3 clusters
  Score: Raw -42475.021778 + Penalty 1938.997690 = -40536.024088
  nChanged 81
		SP:Iteration 1F (46238.490000 sec): 3 clusters
  Score: Raw -42628.334613 + Penalty 1938.997690 = -40689.336923
  nChanged 19
		SP:Iteration 2Q (46238.670000 sec): 3 clusters
  Score: Raw -42669.977908 + Penalty 1938.997690 = -40730.980218
  nChanged 8
		SP:Iteration 3Q (46238.890000 sec): 3 clusters
  Score: Raw -42688.305284 + Penalty 1938.997690 = -40749.307593
  nChanged 7
		SP:Iteration 4Q (46239.070000 sec): 3 clusters
  Score: Raw -42699.488165 + Penalty 1938.997690 = -40760.490475
  nChanged 2
		SP:Iteration 5Q (46239.260000 sec): 3 clusters
  Score: Raw -42706.420597 + Penalty 1938.997690 = -40767.422907
  nChanged 2
		SP:Iteration 6Q (46239.400000 sec): 3 clusters
  Score: Raw -42711.567555 + Penalty 1938.997690 = -40772.569864
  nChanged 0
		SP:Iteration 7F (46239.580000 sec): 3 clusters
  Score: Raw -42711.567555 + Penalty 1938.997690 = -40772.569864
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46239.730000 sec): 2 clusters
  Score: Raw -2197643.054176 + Penalty 1588.599193 = -2196054.454983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46240.020000 sec): 3 clusters
  Score: Raw -2187321.578928 + Penalty 3177.198385 = -2184144.380543
  nChanged 7771
		SP:Iteration 1F (46240.310000 sec): 3 clusters
  Score: Raw -2191304.073801 + Penalty 3177.198385 = -2188126.875416
  nChanged 790
		SP:Iteration 2Q (46240.530000 sec): 3 clusters
  Score: Raw -2191525.350543 + Penalty 3177.198385 = -2188348.152158
  nChanged 694
		SP:Iteration 3Q (46240.790000 sec): 3 clusters
  Score: Raw -2191722.824724 + Penalty 3177.198385 = -2188545.626339
  nChanged 611
		SP:Iteration 4Q (46241.030000 sec): 3 clusters
  Score: Raw -2191902.398519 + Penalty 3177.198385 = -2188725.200133
  nChanged 599
		SP:Iteration 5Q (46241.280000 sec): 3 clusters
  Score: Raw -2192078.628918 + Penalty 3177.198385 = -2188901.430532
  nChanged 610
		SP:Iteration 6Q (46241.540000 sec): 3 clusters
  Score: Raw -2192255.575786 + Penalty 3177.198385 = -2189078.377400
  nChanged 567
		SP:Iteration 7Q (46241.800000 sec): 3 clusters
  Score: Raw -2192431.482263 + Penalty 3177.198385 = -2189254.283877
  nChanged 602
		SP:Iteration 8Q (46242.070000 sec): 3 clusters
  Score: Raw -2192655.621970 + Penalty 3177.198385 = -2189478.423584
  nChanged 710
		SP:Iteration 9Q (46242.330000 sec): 3 clusters
  Score: Raw -2192970.663312 + Penalty 3177.198385 = -2189793.464926
  nChanged 841
		SP:Iteration 10Q (46242.580000 sec): 3 clusters
  Score: Raw -2193433.204959 + Penalty 3177.198385 = -2190256.006573
  nChanged 962
		SP:Iteration 11F (46242.800000 sec): 3 clusters
  Score: Raw -2194093.428299 + Penalty 3177.198385 = -2190916.229913
  nChanged 1052
		SP:Iteration 12F (46243.080000 sec): 3 clusters
  Score: Raw -2194903.657889 + Penalty 3177.198385 = -2191726.459504
  nChanged 995
		SP:Iteration 13F (46243.250000 sec): 3 clusters
  Score: Raw -2195728.860053 + Penalty 3177.198385 = -2192551.661668
  nChanged 831
		SP:Iteration 14Q (46243.520000 sec): 3 clusters
  Score: Raw -2196409.992627 + Penalty 3177.198385 = -2193232.794241
  nChanged 607
		SP:Iteration 15Q (46243.760000 sec): 3 clusters
  Score: Raw -2196918.911898 + Penalty 3177.198385 = -2193741.713513
  nChanged 420
		SP:Iteration 16Q (46243.990000 sec): 3 clusters
  Score: Raw -2197293.459553 + Penalty 3177.198385 = -2194116.261168
  nChanged 240
		SP:Iteration 17Q (46244.220000 sec): 3 clusters
  Score: Raw -2197508.072803 + Penalty 3177.198385 = -2194330.874418
  nChanged 119
		SP:Iteration 18Q (46244.430000 sec): 3 clusters
  Score: Raw -2197630.233709 + Penalty 3177.198385 = -2194453.035323
  nChanged 77
		SP:Iteration 19Q (46244.680000 sec): 3 clusters
  Score: Raw -2197698.042208 + Penalty 3177.198385 = -2194520.843823
  nChanged 43
		SP:Iteration 20F (46244.890000 sec): 3 clusters
  Score: Raw -2197737.578456 + Penalty 3177.198385 = -2194560.380071
  nChanged 32
		SP:Iteration 21Q (46245.130000 sec): 3 clusters
  Score: Raw -2197767.177840 + Penalty 3177.198385 = -2194589.979455
  nChanged 19
		SP:Iteration 22Q (46245.350000 sec): 3 clusters
  Score: Raw -2197785.646630 + Penalty 3177.198385 = -2194608.448245
  nChanged 10
		SP:Iteration 23Q (46245.590000 sec): 3 clusters
  Score: Raw -2197797.354695 + Penalty 3177.198385 = -2194620.156310
  nChanged 12
		SP:Iteration 24Q (46245.810000 sec): 3 clusters
  Score: Raw -2197809.277385 + Penalty 3177.198385 = -2194632.079000
  nChanged 7
		SP:Iteration 25Q (46246.080000 sec): 3 clusters
  Score: Raw -2197816.349120 + Penalty 3177.198385 = -2194639.150734
  nChanged 8
		SP:Iteration 26Q (46246.330000 sec): 3 clusters
  Score: Raw -2197823.242650 + Penalty 3177.198385 = -2194646.044265
  nChanged 6
		SP:Iteration 27Q (46246.550000 sec): 3 clusters
  Score: Raw -2197832.144476 + Penalty 3177.198385 = -2194654.946090
  nChanged 5
		SP:Iteration 28Q (46246.770000 sec): 3 clusters
  Score: Raw -2197838.384267 + Penalty 3177.198385 = -2194661.185882
  nChanged 5
		SP:Iteration 29Q (46247.030000 sec): 3 clusters
  Score: Raw -2197842.399327 + Penalty 3177.198385 = -2194665.200941
  nChanged 5
		SP:Iteration 30Q (46247.260000 sec): 3 clusters
  Score: Raw -2197846.691389 + Penalty 3177.198385 = -2194669.493004
  nChanged 2
		SP:Iteration 31Q (46247.520000 sec): 3 clusters
  Score: Raw -2197848.569660 + Penalty 3177.198385 = -2194671.371275
  nChanged 0
		SP:Iteration 32F (46247.760000 sec): 3 clusters
  Score: Raw -2197848.569660 + Penalty 3177.198385 = -2194671.371275
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46247.830000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46248.030000 sec): 3 clusters
  Score: Raw -147213.786785 + Penalty 2334.264436 = -144879.522348
  nChanged 450
		SP:Iteration 1F (46248.180000 sec): 3 clusters
  Score: Raw -147617.050768 + Penalty 2334.264436 = -145282.786332
  nChanged 115
		SP:Iteration 2F (46248.370000 sec): 3 clusters
  Score: Raw -147749.317409 + Penalty 2334.264436 = -145415.052972
  nChanged 69
		SP:Iteration 3F (46248.530000 sec): 3 clusters
  Score: Raw -147847.871019 + Penalty 2334.264436 = -145513.606583
  nChanged 62
		SP:Iteration 4Q (46248.730000 sec): 3 clusters
  Score: Raw -147937.439792 + Penalty 2334.264436 = -145603.175356
  nChanged 58
		SP:Iteration 5Q (46248.890000 sec): 3 clusters
  Score: Raw -148018.493941 + Penalty 2334.264436 = -145684.229504
  nChanged 46
		SP:Iteration 6Q (46249.050000 sec): 3 clusters
  Score: Raw -148068.592696 + Penalty 2334.264436 = -145734.328259
  nChanged 58
		SP:Iteration 7Q (46249.250000 sec): 3 clusters
  Score: Raw -148140.053138 + Penalty 2334.264436 = -145805.788702
  nChanged 46
		SP:Iteration 8Q (46249.430000 sec): 3 clusters
  Score: Raw -148188.379475 + Penalty 2334.264436 = -145854.115039
  nChanged 32
		SP:Iteration 9Q (46249.620000 sec): 3 clusters
  Score: Raw -148226.227089 + Penalty 2334.264436 = -145891.962653
  nChanged 26
		SP:Iteration 10Q (46249.770000 sec): 3 clusters
  Score: Raw -148252.452526 + Penalty 2334.264436 = -145918.188089
  nChanged 15
		SP:Iteration 11Q (46249.930000 sec): 3 clusters
  Score: Raw -148265.809133 + Penalty 2334.264436 = -145931.544697
  nChanged 13
		SP:Iteration 12Q (46250.110000 sec): 3 clusters
  Score: Raw -148278.901949 + Penalty 2334.264436 = -145944.637513
  nChanged 9
		SP:Iteration 13Q (46250.280000 sec): 3 clusters
  Score: Raw -148289.365810 + Penalty 2334.264436 = -145955.101374
  nChanged 8
		SP:Iteration 14Q (46250.450000 sec): 3 clusters
  Score: Raw -148297.862316 + Penalty 2334.264436 = -145963.597879
  nChanged 7
		SP:Iteration 15Q (46250.630000 sec): 3 clusters
  Score: Raw -148305.102233 + Penalty 2334.264436 = -145970.837797
  nChanged 4
		SP:Iteration 16Q (46250.810000 sec): 3 clusters
  Score: Raw -148309.154098 + Penalty 2334.264436 = -145974.889661
  nChanged 3
		SP:Iteration 17Q (46251.000000 sec): 3 clusters
  Score: Raw -148313.345394 + Penalty 2334.264436 = -145979.080957
  nChanged 5
		SP:Iteration 18Q (46251.170000 sec): 3 clusters
  Score: Raw -148316.814618 + Penalty 2334.264436 = -145982.550182
  nChanged 3
		SP:Iteration 19Q (46251.340000 sec): 3 clusters
  Score: Raw -148319.304152 + Penalty 2334.264436 = -145985.039715
  nChanged 4
		SP:Iteration 20F (46251.550000 sec): 3 clusters
  Score: Raw -148323.984227 + Penalty 2334.264436 = -145989.719791
  nChanged 7
		SP:Iteration 21Q (46251.700000 sec): 3 clusters
  Score: Raw -148330.000850 + Penalty 2334.264436 = -145995.736414
  nChanged 3
		SP:Iteration 22Q (46251.880000 sec): 3 clusters
  Score: Raw -148334.435156 + Penalty 2334.264436 = -146000.170720
  nChanged 3
		SP:Iteration 23Q (46252.090000 sec): 3 clusters
  Score: Raw -148339.445870 + Penalty 2334.264436 = -146005.181433
  nChanged 7
		SP:Iteration 24Q (46252.240000 sec): 3 clusters
  Score: Raw -148346.930188 + Penalty 2334.264436 = -146012.665752
  nChanged 3
		SP:Iteration 25Q (46252.390000 sec): 3 clusters
  Score: Raw -148350.696638 + Penalty 2334.264436 = -146016.432201
  nChanged 2
		SP:Iteration 26Q (46252.550000 sec): 3 clusters
  Score: Raw -148354.158233 + Penalty 2334.264436 = -146019.893797
  nChanged 2
		SP:Iteration 27Q (46252.720000 sec): 3 clusters
  Score: Raw -148355.763896 + Penalty 2334.264436 = -146021.499460
  nChanged 3
		SP:Iteration 28Q (46252.870000 sec): 3 clusters
  Score: Raw -148358.856222 + Penalty 2334.264436 = -146024.591786
  nChanged 3
		SP:Iteration 29Q (46253.070000 sec): 3 clusters
  Score: Raw -148362.719761 + Penalty 2334.264436 = -146028.455324
  nChanged 2
		SP:Iteration 30Q (46253.190000 sec): 3 clusters
  Score: Raw -148364.073643 + Penalty 2334.264436 = -146029.809206
  nChanged 0
		SP:Iteration 31F (46253.370000 sec): 3 clusters
  Score: Raw -148364.073643 + Penalty 2334.264436 = -146029.809206
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46253.490000 sec): 2 clusters
  Score: Raw -452071.032478 + Penalty 1343.793875 = -450727.238603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46253.720000 sec): 3 clusters
  Score: Raw -450203.388282 + Penalty 2687.587749 = -447515.800532
  nChanged 1520
		SP:Iteration 1F (46253.900000 sec): 3 clusters
  Score: Raw -451136.568930 + Penalty 2687.587749 = -448448.981181
  nChanged 323
		SP:Iteration 2F (46254.080000 sec): 3 clusters
  Score: Raw -451372.640177 + Penalty 2687.587749 = -448685.052427
  nChanged 238
		SP:Iteration 3F (46254.290000 sec): 3 clusters
  Score: Raw -451553.560158 + Penalty 2687.587749 = -448865.972408
  nChanged 237
		SP:Iteration 4F (46254.460000 sec): 3 clusters
  Score: Raw -451744.442842 + Penalty 2687.587749 = -449056.855093
  nChanged 196
		SP:Iteration 5F (46254.650000 sec): 3 clusters
  Score: Raw -451889.675964 + Penalty 2687.587749 = -449202.088215
  nChanged 182
		SP:Iteration 6Q (46254.780000 sec): 3 clusters
  Score: Raw -452019.370144 + Penalty 2687.587749 = -449331.782394
  nChanged 149
		SP:Iteration 7Q (46254.960000 sec): 3 clusters
  Score: Raw -452119.913184 + Penalty 2687.587749 = -449432.325435
  nChanged 115
		SP:Iteration 8Q (46255.120000 sec): 3 clusters
  Score: Raw -452189.200794 + Penalty 2687.587749 = -449501.613045
  nChanged 103
		SP:Iteration 9Q (46255.290000 sec): 3 clusters
  Score: Raw -452245.365081 + Penalty 2687.587749 = -449557.777331
  nChanged 84
		SP:Iteration 10Q (46255.480000 sec): 3 clusters
  Score: Raw -452285.698739 + Penalty 2687.587749 = -449598.110989
  nChanged 51
		SP:Iteration 11Q (46255.710000 sec): 3 clusters
  Score: Raw -452306.868271 + Penalty 2687.587749 = -449619.280522
  nChanged 42
		SP:Iteration 12Q (46255.890000 sec): 3 clusters
  Score: Raw -452324.259790 + Penalty 2687.587749 = -449636.672041
  nChanged 38
		SP:Iteration 13Q (46256.040000 sec): 3 clusters
  Score: Raw -452336.429729 + Penalty 2687.587749 = -449648.841979
  nChanged 31
		SP:Iteration 14Q (46256.240000 sec): 3 clusters
  Score: Raw -452348.021741 + Penalty 2687.587749 = -449660.433991
  nChanged 24
		SP:Iteration 15Q (46256.430000 sec): 3 clusters
  Score: Raw -452355.312433 + Penalty 2687.587749 = -449667.724683
  nChanged 18
		SP:Iteration 16Q (46256.600000 sec): 3 clusters
  Score: Raw -452360.987825 + Penalty 2687.587749 = -449673.400075
  nChanged 23
		SP:Iteration 17Q (46256.780000 sec): 3 clusters
  Score: Raw -452368.127047 + Penalty 2687.587749 = -449680.539298
  nChanged 15
		SP:Iteration 18Q (46256.910000 sec): 3 clusters
  Score: Raw -452372.107519 + Penalty 2687.587749 = -449684.519770
  nChanged 13
		SP:Iteration 19Q (46257.060000 sec): 3 clusters
  Score: Raw -452375.721028 + Penalty 2687.587749 = -449688.133279
  nChanged 12
		SP:Iteration 20F (46257.240000 sec): 3 clusters
  Score: Raw -452379.902154 + Penalty 2687.587749 = -449692.314404
  nChanged 11
		SP:Iteration 21Q (46257.440000 sec): 3 clusters
  Score: Raw -452382.589532 + Penalty 2687.587749 = -449695.001783
  nChanged 6
		SP:Iteration 22Q (46257.580000 sec): 3 clusters
  Score: Raw -452384.689048 + Penalty 2687.587749 = -449697.101299
  nChanged 9
		SP:Iteration 23Q (46257.760000 sec): 3 clusters
  Score: Raw -452386.963424 + Penalty 2687.587749 = -449699.375674
  nChanged 8
		SP:Iteration 24Q (46257.970000 sec): 3 clusters
  Score: Raw -452389.163822 + Penalty 2687.587749 = -449701.576072
  nChanged 9
		SP:Iteration 25Q (46258.160000 sec): 3 clusters
  Score: Raw -452390.898951 + Penalty 2687.587749 = -449703.311201
  nChanged 6
		SP:Iteration 26Q (46258.360000 sec): 3 clusters
  Score: Raw -452392.283103 + Penalty 2687.587749 = -449704.695354
  nChanged 5
		SP:Iteration 27Q (46258.550000 sec): 3 clusters
  Score: Raw -452393.145753 + Penalty 2687.587749 = -449705.558003
  nChanged 7
		SP:Iteration 28Q (46258.710000 sec): 3 clusters
  Score: Raw -452394.159240 + Penalty 2687.587749 = -449706.571490
  nChanged 2
		SP:Iteration 29Q (46258.910000 sec): 3 clusters
  Score: Raw -452394.645929 + Penalty 2687.587749 = -449707.058180
  nChanged 5
		SP:Iteration 30Q (46259.050000 sec): 3 clusters
  Score: Raw -452395.524447 + Penalty 2687.587749 = -449707.936697
  nChanged 3
		SP:Iteration 31Q (46259.180000 sec): 3 clusters
  Score: Raw -452396.151146 + Penalty 2687.587749 = -449708.563397
  nChanged 6
		SP:Iteration 32Q (46259.400000 sec): 3 clusters
  Score: Raw -452397.632759 + Penalty 2687.587749 = -449710.045010
  nChanged 4
		SP:Iteration 33Q (46259.580000 sec): 3 clusters
  Score: Raw -452398.532638 + Penalty 2687.587749 = -449710.944889
  nChanged 3
		SP:Iteration 34Q (46259.750000 sec): 3 clusters
  Score: Raw -452399.037208 + Penalty 2687.587749 = -449711.449459
  nChanged 0
		SP:Iteration 35F (46259.940000 sec): 3 clusters
  Score: Raw -452399.037208 + Penalty 2687.587749 = -449711.449459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46260.050000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46260.210000 sec): 3 clusters
  Score: Raw -19996.464179 + Penalty 1693.083000 = -18303.381180
  nChanged 19
		SP:Iteration 1F (46260.400000 sec): 3 clusters
  Score: Raw -20078.769550 + Penalty 1693.083000 = -18385.686550
  nChanged 6
		SP:Iteration 2Q (46260.600000 sec): 3 clusters
  Score: Raw -20119.492340 + Penalty 1693.083000 = -18426.409340
  nChanged 5
		SP:Iteration 3Q (46260.790000 sec): 3 clusters
  Score: Raw -20168.879173 + Penalty 1693.083000 = -18475.796174
  nChanged 4
		SP:Iteration 4Q (46260.980000 sec): 3 clusters
  Score: Raw -20183.192105 + Penalty 1693.083000 = -18490.109105
  nChanged 2
		SP:Iteration 5Q (46261.130000 sec): 3 clusters
  Score: Raw -20266.648412 + Penalty 1693.083000 = -18573.565412
  nChanged 7
		SP:Iteration 6Q (46261.340000 sec): 3 clusters
  Score: Raw -20291.485766 + Penalty 1693.083000 = -18598.402766
  nChanged 2
		SP:Iteration 7Q (46261.500000 sec): 3 clusters
  Score: Raw -20298.291768 + Penalty 1693.083000 = -18605.208769
  nChanged 3
		SP:Iteration 8Q (46261.640000 sec): 3 clusters
  Score: Raw -20309.697881 + Penalty 1693.083000 = -18616.614881
  nChanged 4
		SP:Iteration 9Q (46261.850000 sec): 3 clusters
  Score: Raw -20371.622114 + Penalty 1693.083000 = -18678.539114
  nChanged 2
		SP:Iteration 10Q (46262.020000 sec): 3 clusters
  Score: Raw -20381.277592 + Penalty 1693.083000 = -18688.194593
  nChanged 1
		SP:Iteration 11Q (46262.200000 sec): 3 clusters
  Score: Raw -20392.231957 + Penalty 1693.083000 = -18699.148957
  nChanged 0
		SP:Iteration 12F (46262.340000 sec): 3 clusters
  Score: Raw -20392.231957 + Penalty 1693.083000 = -18699.148957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46262.510000 sec): 2 clusters
  Score: Raw -1704176.789781 + Penalty 1556.273006 = -1702620.516776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46262.740000 sec): 3 clusters
  Score: Raw -1695689.957644 + Penalty 3112.546012 = -1692577.411632
  nChanged 6369
		SP:Iteration 1F (46262.960000 sec): 3 clusters
  Score: Raw -1699170.432526 + Penalty 3112.546012 = -1696057.886514
  nChanged 780
		SP:Iteration 2F (46263.170000 sec): 3 clusters
  Score: Raw -1699475.977350 + Penalty 3112.546012 = -1696363.431338
  nChanged 701
		SP:Iteration 3Q (46263.390000 sec): 3 clusters
  Score: Raw -1699738.834950 + Penalty 3112.546012 = -1696626.288938
  nChanged 622
		SP:Iteration 4Q (46263.610000 sec): 3 clusters
  Score: Raw -1699969.207863 + Penalty 3112.546012 = -1696856.661851
  nChanged 585
		SP:Iteration 5Q (46263.840000 sec): 3 clusters
  Score: Raw -1700234.817805 + Penalty 3112.546012 = -1697122.271793
  nChanged 612
		SP:Iteration 6Q (46264.080000 sec): 3 clusters
  Score: Raw -1700584.536074 + Penalty 3112.546012 = -1697471.990062
  nChanged 703
		SP:Iteration 7Q (46264.300000 sec): 3 clusters
  Score: Raw -1701085.901879 + Penalty 3112.546012 = -1697973.355867
  nChanged 743
		SP:Iteration 8F (46264.530000 sec): 3 clusters
  Score: Raw -1701640.403388 + Penalty 3112.546012 = -1698527.857377
  nChanged 712
		SP:Iteration 9Q (46264.730000 sec): 3 clusters
  Score: Raw -1702140.154556 + Penalty 3112.546012 = -1699027.608544
  nChanged 652
		SP:Iteration 10Q (46265.000000 sec): 3 clusters
  Score: Raw -1702518.222191 + Penalty 3112.546012 = -1699405.676179
  nChanged 527
		SP:Iteration 11Q (46265.210000 sec): 3 clusters
  Score: Raw -1702771.567412 + Penalty 3112.546012 = -1699659.021400
  nChanged 449
		SP:Iteration 12Q (46265.430000 sec): 3 clusters
  Score: Raw -1702926.721760 + Penalty 3112.546012 = -1699814.175748
  nChanged 303
		SP:Iteration 13Q (46265.650000 sec): 3 clusters
  Score: Raw -1703016.991694 + Penalty 3112.546012 = -1699904.445683
  nChanged 240
		SP:Iteration 14Q (46265.900000 sec): 3 clusters
  Score: Raw -1703074.777188 + Penalty 3112.546012 = -1699962.231176
  nChanged 195
		SP:Iteration 15Q (46266.150000 sec): 3 clusters
  Score: Raw -1703112.863235 + Penalty 3112.546012 = -1700000.317223
  nChanged 147
		SP:Iteration 16Q (46266.390000 sec): 3 clusters
  Score: Raw -1703139.931424 + Penalty 3112.546012 = -1700027.385412
  nChanged 109
		SP:Iteration 17Q (46266.590000 sec): 3 clusters
  Score: Raw -1703162.572347 + Penalty 3112.546012 = -1700050.026335
  nChanged 113
		SP:Iteration 18Q (46266.810000 sec): 3 clusters
  Score: Raw -1703185.181325 + Penalty 3112.546012 = -1700072.635313
  nChanged 118
		SP:Iteration 19Q (46267.040000 sec): 3 clusters
  Score: Raw -1703208.502037 + Penalty 3112.546012 = -1700095.956026
  nChanged 119
		SP:Iteration 20F (46267.250000 sec): 3 clusters
  Score: Raw -1703230.903321 + Penalty 3112.546012 = -1700118.357310
  nChanged 111
		SP:Iteration 21Q (46267.500000 sec): 3 clusters
  Score: Raw -1703254.674810 + Penalty 3112.546012 = -1700142.128798
  nChanged 121
		SP:Iteration 22Q (46267.720000 sec): 3 clusters
  Score: Raw -1703279.933701 + Penalty 3112.546012 = -1700167.387689
  nChanged 112
		SP:Iteration 23Q (46267.900000 sec): 3 clusters
  Score: Raw -1703299.460725 + Penalty 3112.546012 = -1700186.914713
  nChanged 95
		SP:Iteration 24Q (46268.140000 sec): 3 clusters
  Score: Raw -1703316.160986 + Penalty 3112.546012 = -1700203.614974
  nChanged 79
		SP:Iteration 25Q (46268.360000 sec): 3 clusters
  Score: Raw -1703329.981639 + Penalty 3112.546012 = -1700217.435627
  nChanged 88
		SP:Iteration 26Q (46268.590000 sec): 3 clusters
  Score: Raw -1703345.415348 + Penalty 3112.546012 = -1700232.869336
  nChanged 79
		SP:Iteration 27Q (46268.830000 sec): 3 clusters
  Score: Raw -1703358.394716 + Penalty 3112.546012 = -1700245.848704
  nChanged 86
		SP:Iteration 28Q (46269.050000 sec): 3 clusters
  Score: Raw -1703372.506642 + Penalty 3112.546012 = -1700259.960630
  nChanged 89
		SP:Iteration 29Q (46269.270000 sec): 3 clusters
  Score: Raw -1703387.464494 + Penalty 3112.546012 = -1700274.918483
  nChanged 86
		SP:Iteration 30Q (46269.530000 sec): 3 clusters
  Score: Raw -1703401.836969 + Penalty 3112.546012 = -1700289.290957
  nChanged 80
		SP:Iteration 31Q (46269.740000 sec): 3 clusters
  Score: Raw -1703416.324649 + Penalty 3112.546012 = -1700303.778637
  nChanged 84
		SP:Iteration 32Q (46269.980000 sec): 3 clusters
  Score: Raw -1703433.143520 + Penalty 3112.546012 = -1700320.597508
  nChanged 94
		SP:Iteration 33Q (46270.230000 sec): 3 clusters
  Score: Raw -1703452.035450 + Penalty 3112.546012 = -1700339.489438
  nChanged 81
		SP:Iteration 34Q (46270.460000 sec): 3 clusters
  Score: Raw -1703468.664062 + Penalty 3112.546012 = -1700356.118050
  nChanged 88
		SP:Iteration 35Q (46270.730000 sec): 3 clusters
  Score: Raw -1703486.076867 + Penalty 3112.546012 = -1700373.530856
  nChanged 79
		SP:Iteration 36Q (46270.930000 sec): 3 clusters
  Score: Raw -1703502.179014 + Penalty 3112.546012 = -1700389.633002
  nChanged 97
		SP:Iteration 37Q (46271.160000 sec): 3 clusters
  Score: Raw -1703526.062823 + Penalty 3112.546012 = -1700413.516811
  nChanged 111
		SP:Iteration 38Q (46271.410000 sec): 3 clusters
  Score: Raw -1703556.567740 + Penalty 3112.546012 = -1700444.021728
  nChanged 118
		SP:Iteration 39Q (46271.580000 sec): 3 clusters
  Score: Raw -1703589.003846 + Penalty 3112.546012 = -1700476.457834
  nChanged 126
		SP:Iteration 40F (46271.820000 sec): 3 clusters
  Score: Raw -1703624.292880 + Penalty 3112.546012 = -1700511.746868
  nChanged 129
		SP:Iteration 41Q (46272.070000 sec): 3 clusters
  Score: Raw -1703662.413584 + Penalty 3112.546012 = -1700549.867573
  nChanged 124
		SP:Iteration 42Q (46272.290000 sec): 3 clusters
  Score: Raw -1703700.784547 + Penalty 3112.546012 = -1700588.238535
  nChanged 125
		SP:Iteration 43Q (46272.530000 sec): 3 clusters
  Score: Raw -1703743.000129 + Penalty 3112.546012 = -1700630.454117
  nChanged 129
		SP:Iteration 44Q (46272.770000 sec): 3 clusters
  Score: Raw -1703787.183525 + Penalty 3112.546012 = -1700674.637513
  nChanged 135
		SP:Iteration 45Q (46272.990000 sec): 3 clusters
  Score: Raw -1703838.886463 + Penalty 3112.546012 = -1700726.340452
  nChanged 127
		SP:Iteration 46Q (46273.210000 sec): 3 clusters
  Score: Raw -1703886.469063 + Penalty 3112.546012 = -1700773.923051
  nChanged 116
		SP:Iteration 47Q (46273.420000 sec): 3 clusters
  Score: Raw -1703927.317085 + Penalty 3112.546012 = -1700814.771074
  nChanged 101
		SP:Iteration 48Q (46273.680000 sec): 3 clusters
  Score: Raw -1703957.178131 + Penalty 3112.546012 = -1700844.632120
  nChanged 85
		SP:Iteration 49Q (46273.910000 sec): 3 clusters
  Score: Raw -1703985.436392 + Penalty 3112.546012 = -1700872.890380
  nChanged 80
		SP:Iteration 50Q (46274.130000 sec): 3 clusters
  Score: Raw -1704010.225938 + Penalty 3112.546012 = -1700897.679927
  nChanged 75
		SP:Iteration 51Q (46274.350000 sec): 3 clusters
  Score: Raw -1704031.250335 + Penalty 3112.546012 = -1700918.704323
  nChanged 61
		SP:Iteration 52Q (46274.580000 sec): 3 clusters
  Score: Raw -1704048.098371 + Penalty 3112.546012 = -1700935.552359
  nChanged 55
		SP:Iteration 53Q (46274.800000 sec): 3 clusters
  Score: Raw -1704064.105670 + Penalty 3112.546012 = -1700951.559659
  nChanged 57
		SP:Iteration 54Q (46275.020000 sec): 3 clusters
  Score: Raw -1704080.236193 + Penalty 3112.546012 = -1700967.690181
  nChanged 48
		SP:Iteration 55Q (46275.230000 sec): 3 clusters
  Score: Raw -1704096.556718 + Penalty 3112.546012 = -1700984.010706
  nChanged 58
		SP:Iteration 56Q (46275.460000 sec): 3 clusters
  Score: Raw -1704115.021715 + Penalty 3112.546012 = -1701002.475703
  nChanged 52
		SP:Iteration 57Q (46275.660000 sec): 3 clusters
  Score: Raw -1704133.610443 + Penalty 3112.546012 = -1701021.064431
  nChanged 38
		SP:Iteration 58Q (46275.890000 sec): 3 clusters
  Score: Raw -1704143.484810 + Penalty 3112.546012 = -1701030.938799
  nChanged 32
		SP:Iteration 59Q (46276.120000 sec): 3 clusters
  Score: Raw -1704152.669611 + Penalty 3112.546012 = -1701040.123599
  nChanged 27
		SP:Iteration 60F (46276.320000 sec): 3 clusters
  Score: Raw -1704159.303508 + Penalty 3112.546012 = -1701046.757497
  nChanged 28
		SP:Iteration 61Q (46276.540000 sec): 3 clusters
  Score: Raw -1704167.023844 + Penalty 3112.546012 = -1701054.477833
  nChanged 28
		SP:Iteration 62Q (46276.750000 sec): 3 clusters
  Score: Raw -1704176.476560 + Penalty 3112.546012 = -1701063.930548
  nChanged 31
		SP:Iteration 63Q (46277.000000 sec): 3 clusters
  Score: Raw -1704186.298546 + Penalty 3112.546012 = -1701073.752534
  nChanged 28
		SP:Iteration 64Q (46277.240000 sec): 3 clusters
  Score: Raw -1704194.955552 + Penalty 3112.546012 = -1701082.409541
  nChanged 26
		SP:Iteration 65Q (46277.460000 sec): 3 clusters
  Score: Raw -1704203.994574 + Penalty 3112.546012 = -1701091.448562
  nChanged 41
		SP:Iteration 66Q (46277.700000 sec): 3 clusters
  Score: Raw -1704218.044493 + Penalty 3112.546012 = -1701105.498481
  nChanged 37
		SP:Iteration 67Q (46277.880000 sec): 3 clusters
  Score: Raw -1704232.413819 + Penalty 3112.546012 = -1701119.867807
  nChanged 37
		SP:Iteration 68Q (46278.150000 sec): 3 clusters
  Score: Raw -1704245.993005 + Penalty 3112.546012 = -1701133.446993
  nChanged 29
		SP:Iteration 69Q (46278.360000 sec): 3 clusters
  Score: Raw -1704257.519251 + Penalty 3112.546012 = -1701144.973240
  nChanged 28
		SP:Iteration 70Q (46278.550000 sec): 3 clusters
  Score: Raw -1704267.372031 + Penalty 3112.546012 = -1701154.826019
  nChanged 26
		SP:Iteration 71Q (46278.800000 sec): 3 clusters
  Score: Raw -1704277.330074 + Penalty 3112.546012 = -1701164.784062
  nChanged 30
		SP:Iteration 72Q (46279.020000 sec): 3 clusters
  Score: Raw -1704288.605219 + Penalty 3112.546012 = -1701176.059207
  nChanged 32
		SP:Iteration 73Q (46279.250000 sec): 3 clusters
  Score: Raw -1704301.081344 + Penalty 3112.546012 = -1701188.535332
  nChanged 29
		SP:Iteration 74Q (46279.500000 sec): 3 clusters
  Score: Raw -1704312.496849 + Penalty 3112.546012 = -1701199.950837
  nChanged 24
		SP:Iteration 75Q (46279.700000 sec): 3 clusters
  Score: Raw -1704324.037920 + Penalty 3112.546012 = -1701211.491909
  nChanged 30
		SP:Iteration 76Q (46279.920000 sec): 3 clusters
  Score: Raw -1704336.540210 + Penalty 3112.546012 = -1701223.994198
  nChanged 14
		SP:Iteration 77Q (46280.120000 sec): 3 clusters
  Score: Raw -1704342.023376 + Penalty 3112.546012 = -1701229.477364
  nChanged 19
		SP:Iteration 78Q (46280.360000 sec): 3 clusters
  Score: Raw -1704350.208946 + Penalty 3112.546012 = -1701237.662934
  nChanged 21
		SP:Iteration 79Q (46280.590000 sec): 3 clusters
  Score: Raw -1704358.368267 + Penalty 3112.546012 = -1701245.822255
  nChanged 24
		SP:Iteration 80F (46280.820000 sec): 3 clusters
  Score: Raw -1704370.762043 + Penalty 3112.546012 = -1701258.216031
  nChanged 20
		SP:Iteration 81Q (46281.020000 sec): 3 clusters
  Score: Raw -1704379.764197 + Penalty 3112.546012 = -1701267.218185
  nChanged 16
		SP:Iteration 82Q (46281.260000 sec): 3 clusters
  Score: Raw -1704388.871308 + Penalty 3112.546012 = -1701276.325296
  nChanged 18
		SP:Iteration 83Q (46281.500000 sec): 3 clusters
  Score: Raw -1704396.580509 + Penalty 3112.546012 = -1701284.034498
  nChanged 17
		SP:Iteration 84Q (46281.700000 sec): 3 clusters
  Score: Raw -1704405.436882 + Penalty 3112.546012 = -1701292.890870
  nChanged 19
		SP:Iteration 85Q (46281.960000 sec): 3 clusters
  Score: Raw -1704414.508886 + Penalty 3112.546012 = -1701301.962874
  nChanged 16
		SP:Iteration 86Q (46282.160000 sec): 3 clusters
  Score: Raw -1704421.588208 + Penalty 3112.546012 = -1701309.042196
  nChanged 8
		SP:Iteration 87Q (46282.400000 sec): 3 clusters
  Score: Raw -1704424.166207 + Penalty 3112.546012 = -1701311.620195
  nChanged 4
		SP:Iteration 88Q (46282.610000 sec): 3 clusters
  Score: Raw -1704425.619402 + Penalty 3112.546012 = -1701313.073390
  nChanged 5
		SP:Iteration 89Q (46282.820000 sec): 3 clusters
  Score: Raw -1704427.846989 + Penalty 3112.546012 = -1701315.300977
  nChanged 7
		SP:Iteration 90Q (46283.050000 sec): 3 clusters
  Score: Raw -1704430.615843 + Penalty 3112.546012 = -1701318.069831
  nChanged 5
		SP:Iteration 91Q (46283.310000 sec): 3 clusters
  Score: Raw -1704431.654977 + Penalty 3112.546012 = -1701319.108965
  nChanged 2
		SP:Iteration 92Q (46283.540000 sec): 3 clusters
  Score: Raw -1704432.172725 + Penalty 3112.546012 = -1701319.626713
  nChanged 1
		SP:Iteration 93Q (46283.740000 sec): 3 clusters
  Score: Raw -1704432.493391 + Penalty 3112.546012 = -1701319.947379
  nChanged 1
		SP:Iteration 94Q (46284.010000 sec): 3 clusters
  Score: Raw -1704432.853149 + Penalty 3112.546012 = -1701320.307137
  nChanged 1
		SP:Iteration 95Q (46284.240000 sec): 3 clusters
  Score: Raw -1704433.569734 + Penalty 3112.546012 = -1701321.023722
  nChanged 1
		SP:Iteration 96Q (46284.440000 sec): 3 clusters
  Score: Raw -1704434.154740 + Penalty 3112.546012 = -1701321.608729
  nChanged 3
		SP:Iteration 97Q (46284.640000 sec): 3 clusters
  Score: Raw -1704434.987479 + Penalty 3112.546012 = -1701322.441468
  nChanged 3
		SP:Iteration 98Q (46284.860000 sec): 3 clusters
  Score: Raw -1704435.824771 + Penalty 3112.546012 = -1701323.278759
  nChanged 2
		SP:Iteration 99Q (46285.100000 sec): 3 clusters
  Score: Raw -1704436.383116 + Penalty 3112.546012 = -1701323.837104
  nChanged 2
		SP:Iteration 100F (46285.290000 sec): 3 clusters
  Score: Raw -1704437.060744 + Penalty 3112.546012 = -1701324.514732
  nChanged 3
		SP:Iteration 101Q (46285.580000 sec): 3 clusters
  Score: Raw -1704438.320735 + Penalty 3112.546012 = -1701325.774723
  nChanged 3
		SP:Iteration 102Q (46285.760000 sec): 3 clusters
  Score: Raw -1704439.868435 + Penalty 3112.546012 = -1701327.322423
  nChanged 3
		SP:Iteration 103Q (46285.990000 sec): 3 clusters
  Score: Raw -1704441.204856 + Penalty 3112.546012 = -1701328.658844
  nChanged 0
		SP:Iteration 104F (46286.270000 sec): 3 clusters
  Score: Raw -1704441.204856 + Penalty 3112.546012 = -1701328.658844
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46286.430000 sec): 2 clusters
  Score: Raw -2267427.460277 + Penalty 1594.668400 = -2265832.791876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46286.710000 sec): 3 clusters
  Score: Raw -2256648.937095 + Penalty 3189.336801 = -2253459.600294
  nChanged 8230
		SP:Iteration 1F (46286.940000 sec): 3 clusters
  Score: Raw -2261255.813238 + Penalty 3189.336801 = -2258066.476437
  nChanged 1021
		SP:Iteration 2F (46287.220000 sec): 3 clusters
  Score: Raw -2261697.135283 + Penalty 3189.336801 = -2258507.798482
  nChanged 948
		SP:Iteration 3F (46287.480000 sec): 3 clusters
  Score: Raw -2262164.717810 + Penalty 3189.336801 = -2258975.381009
  nChanged 954
		SP:Iteration 4F (46287.680000 sec): 3 clusters
  Score: Raw -2262732.582132 + Penalty 3189.336801 = -2259543.245331
  nChanged 1083
		SP:Iteration 5F (46287.920000 sec): 3 clusters
  Score: Raw -2263513.740822 + Penalty 3189.336801 = -2260324.404021
  nChanged 1181
		SP:Iteration 6F (46288.170000 sec): 3 clusters
  Score: Raw -2264392.379774 + Penalty 3189.336801 = -2261203.042973
  nChanged 1089
		SP:Iteration 7F (46288.420000 sec): 3 clusters
  Score: Raw -2265071.864519 + Penalty 3189.336801 = -2261882.527718
  nChanged 924
		SP:Iteration 8F (46288.660000 sec): 3 clusters
  Score: Raw -2265567.667635 + Penalty 3189.336801 = -2262378.330835
  nChanged 737
		SP:Iteration 9Q (46288.930000 sec): 3 clusters
  Score: Raw -2265886.174626 + Penalty 3189.336801 = -2262696.837825
  nChanged 568
		SP:Iteration 10Q (46289.160000 sec): 3 clusters
  Score: Raw -2266112.553275 + Penalty 3189.336801 = -2262923.216474
  nChanged 498
		SP:Iteration 11Q (46289.440000 sec): 3 clusters
  Score: Raw -2266315.014712 + Penalty 3189.336801 = -2263125.677911
  nChanged 463
		SP:Iteration 12Q (46289.640000 sec): 3 clusters
  Score: Raw -2266504.988526 + Penalty 3189.336801 = -2263315.651725
  nChanged 433
		SP:Iteration 13Q (46289.880000 sec): 3 clusters
  Score: Raw -2266692.165981 + Penalty 3189.336801 = -2263502.829180
  nChanged 489
		SP:Iteration 14Q (46290.170000 sec): 3 clusters
  Score: Raw -2266903.815141 + Penalty 3189.336801 = -2263714.478340
  nChanged 449
		SP:Iteration 15Q (46290.380000 sec): 3 clusters
  Score: Raw -2267079.781777 + Penalty 3189.336801 = -2263890.444976
  nChanged 397
		SP:Iteration 16Q (46290.590000 sec): 3 clusters
  Score: Raw -2267223.224220 + Penalty 3189.336801 = -2264033.887419
  nChanged 371
		SP:Iteration 17Q (46290.830000 sec): 3 clusters
  Score: Raw -2267354.426098 + Penalty 3189.336801 = -2264165.089297
  nChanged 349
		SP:Iteration 18Q (46291.110000 sec): 3 clusters
  Score: Raw -2267469.521745 + Penalty 3189.336801 = -2264280.184944
  nChanged 316
		SP:Iteration 19Q (46291.330000 sec): 3 clusters
  Score: Raw -2267561.009529 + Penalty 3189.336801 = -2264371.672728
  nChanged 265
		SP:Iteration 20F (46291.590000 sec): 3 clusters
  Score: Raw -2267640.633364 + Penalty 3189.336801 = -2264451.296563
  nChanged 253
		SP:Iteration 21Q (46291.830000 sec): 3 clusters
  Score: Raw -2267708.962562 + Penalty 3189.336801 = -2264519.625761
  nChanged 224
		SP:Iteration 22Q (46292.050000 sec): 3 clusters
  Score: Raw -2267762.884782 + Penalty 3189.336801 = -2264573.547981
  nChanged 208
		SP:Iteration 23Q (46292.280000 sec): 3 clusters
  Score: Raw -2267810.783456 + Penalty 3189.336801 = -2264621.446655
  nChanged 182
		SP:Iteration 24Q (46292.490000 sec): 3 clusters
  Score: Raw -2267854.791057 + Penalty 3189.336801 = -2264665.454256
  nChanged 151
		SP:Iteration 25Q (46292.770000 sec): 3 clusters
  Score: Raw -2267886.053404 + Penalty 3189.336801 = -2264696.716603
  nChanged 132
		SP:Iteration 26Q (46293.010000 sec): 3 clusters
  Score: Raw -2267911.882940 + Penalty 3189.336801 = -2264722.546140
  nChanged 145
		SP:Iteration 27Q (46293.270000 sec): 3 clusters
  Score: Raw -2267941.917709 + Penalty 3189.336801 = -2264752.580908
  nChanged 123
		SP:Iteration 28Q (46293.490000 sec): 3 clusters
  Score: Raw -2267966.585411 + Penalty 3189.336801 = -2264777.248610
  nChanged 111
		SP:Iteration 29Q (46293.780000 sec): 3 clusters
  Score: Raw -2267987.866702 + Penalty 3189.336801 = -2264798.529901
  nChanged 97
		SP:Iteration 30Q (46294.010000 sec): 3 clusters
  Score: Raw -2268005.811752 + Penalty 3189.336801 = -2264816.474951
  nChanged 82
		SP:Iteration 31Q (46294.290000 sec): 3 clusters
  Score: Raw -2268020.704167 + Penalty 3189.336801 = -2264831.367366
  nChanged 79
		SP:Iteration 32Q (46294.500000 sec): 3 clusters
  Score: Raw -2268038.051621 + Penalty 3189.336801 = -2264848.714820
  nChanged 89
		SP:Iteration 33Q (46294.780000 sec): 3 clusters
  Score: Raw -2268056.042974 + Penalty 3189.336801 = -2264866.706173
  nChanged 84
		SP:Iteration 34Q (46295.020000 sec): 3 clusters
  Score: Raw -2268069.010865 + Penalty 3189.336801 = -2264879.674064
  nChanged 66
		SP:Iteration 35Q (46295.270000 sec): 3 clusters
  Score: Raw -2268079.134078 + Penalty 3189.336801 = -2264889.797277
  nChanged 50
		SP:Iteration 36Q (46295.530000 sec): 3 clusters
  Score: Raw -2268086.003923 + Penalty 3189.336801 = -2264896.667122
  nChanged 46
		SP:Iteration 37Q (46295.770000 sec): 3 clusters
  Score: Raw -2268092.597683 + Penalty 3189.336801 = -2264903.260882
  nChanged 47
		SP:Iteration 38Q (46296.010000 sec): 3 clusters
  Score: Raw -2268098.748032 + Penalty 3189.336801 = -2264909.411231
  nChanged 33
		SP:Iteration 39Q (46296.290000 sec): 3 clusters
  Score: Raw -2268102.979683 + Penalty 3189.336801 = -2264913.642882
  nChanged 22
		SP:Iteration 40F (46296.540000 sec): 3 clusters
  Score: Raw -2268106.179146 + Penalty 3189.336801 = -2264916.842345
  nChanged 20
		SP:Iteration 41Q (46296.770000 sec): 3 clusters
  Score: Raw -2268108.492535 + Penalty 3189.336801 = -2264919.155734
  nChanged 22
		SP:Iteration 42Q (46297.050000 sec): 3 clusters
  Score: Raw -2268111.425978 + Penalty 3189.336801 = -2264922.089177
  nChanged 22
		SP:Iteration 43Q (46297.270000 sec): 3 clusters
  Score: Raw -2268114.147088 + Penalty 3189.336801 = -2264924.810287
  nChanged 17
		SP:Iteration 44Q (46297.570000 sec): 3 clusters
  Score: Raw -2268116.563542 + Penalty 3189.336801 = -2264927.226741
  nChanged 24
		SP:Iteration 45Q (46297.780000 sec): 3 clusters
  Score: Raw -2268120.459613 + Penalty 3189.336801 = -2264931.122812
  nChanged 25
		SP:Iteration 46Q (46298.090000 sec): 3 clusters
  Score: Raw -2268123.481716 + Penalty 3189.336801 = -2264934.144915
  nChanged 18
		SP:Iteration 47Q (46298.320000 sec): 3 clusters
  Score: Raw -2268125.685852 + Penalty 3189.336801 = -2264936.349051
  nChanged 20
		SP:Iteration 48Q (46298.600000 sec): 3 clusters
  Score: Raw -2268128.001067 + Penalty 3189.336801 = -2264938.664266
  nChanged 18
		SP:Iteration 49Q (46298.890000 sec): 3 clusters
  Score: Raw -2268130.760379 + Penalty 3189.336801 = -2264941.423578
  nChanged 18
		SP:Iteration 50Q (46299.120000 sec): 3 clusters
  Score: Raw -2268133.798108 + Penalty 3189.336801 = -2264944.461307
  nChanged 21
		SP:Iteration 51Q (46299.340000 sec): 3 clusters
  Score: Raw -2268136.392801 + Penalty 3189.336801 = -2264947.056001
  nChanged 25
		SP:Iteration 52Q (46299.600000 sec): 3 clusters
  Score: Raw -2268139.982723 + Penalty 3189.336801 = -2264950.645922
  nChanged 26
		SP:Iteration 53Q (46299.860000 sec): 3 clusters
  Score: Raw -2268143.101157 + Penalty 3189.336801 = -2264953.764356
  nChanged 23
		SP:Iteration 54Q (46300.110000 sec): 3 clusters
  Score: Raw -2268146.112376 + Penalty 3189.336801 = -2264956.775575
  nChanged 21
		SP:Iteration 55Q (46300.400000 sec): 3 clusters
  Score: Raw -2268149.073341 + Penalty 3189.336801 = -2264959.736540
  nChanged 21
		SP:Iteration 56Q (46300.600000 sec): 3 clusters
  Score: Raw -2268152.011132 + Penalty 3189.336801 = -2264962.674331
  nChanged 16
		SP:Iteration 57Q (46300.870000 sec): 3 clusters
  Score: Raw -2268154.151098 + Penalty 3189.336801 = -2264964.814297
  nChanged 13
		SP:Iteration 58Q (46301.120000 sec): 3 clusters
  Score: Raw -2268155.897514 + Penalty 3189.336801 = -2264966.560713
  nChanged 15
		SP:Iteration 59Q (46301.390000 sec): 3 clusters
  Score: Raw -2268158.199509 + Penalty 3189.336801 = -2264968.862709
  nChanged 12
		SP:Iteration 60F (46301.630000 sec): 3 clusters
  Score: Raw -2268159.907641 + Penalty 3189.336801 = -2264970.570840
  nChanged 13
		SP:Iteration 61Q (46301.880000 sec): 3 clusters
  Score: Raw -2268161.293446 + Penalty 3189.336801 = -2264971.956645
  nChanged 8
		SP:Iteration 62Q (46302.160000 sec): 3 clusters
  Score: Raw -2268162.015961 + Penalty 3189.336801 = -2264972.679160
  nChanged 11
		SP:Iteration 63Q (46302.410000 sec): 3 clusters
  Score: Raw -2268163.805723 + Penalty 3189.336801 = -2264974.468922
  nChanged 9
		SP:Iteration 64Q (46302.640000 sec): 3 clusters
  Score: Raw -2268165.120404 + Penalty 3189.336801 = -2264975.783603
  nChanged 13
		SP:Iteration 65Q (46302.880000 sec): 3 clusters
  Score: Raw -2268166.653602 + Penalty 3189.336801 = -2264977.316801
  nChanged 10
		SP:Iteration 66Q (46303.100000 sec): 3 clusters
  Score: Raw -2268168.254739 + Penalty 3189.336801 = -2264978.917938
  nChanged 15
		SP:Iteration 67Q (46303.360000 sec): 3 clusters
  Score: Raw -2268170.603018 + Penalty 3189.336801 = -2264981.266217
  nChanged 26
		SP:Iteration 68Q (46303.600000 sec): 3 clusters
  Score: Raw -2268174.059061 + Penalty 3189.336801 = -2264984.722260
  nChanged 25
		SP:Iteration 69Q (46303.870000 sec): 3 clusters
  Score: Raw -2268177.839469 + Penalty 3189.336801 = -2264988.502668
  nChanged 26
		SP:Iteration 70Q (46304.110000 sec): 3 clusters
  Score: Raw -2268181.769480 + Penalty 3189.336801 = -2264992.432679
  nChanged 20
		SP:Iteration 71Q (46304.340000 sec): 3 clusters
  Score: Raw -2268184.494160 + Penalty 3189.336801 = -2264995.157359
  nChanged 18
		SP:Iteration 72Q (46304.590000 sec): 3 clusters
  Score: Raw -2268186.918473 + Penalty 3189.336801 = -2264997.581672
  nChanged 13
		SP:Iteration 73Q (46304.820000 sec): 3 clusters
  Score: Raw -2268189.195018 + Penalty 3189.336801 = -2264999.858217
  nChanged 11
		SP:Iteration 74Q (46305.060000 sec): 3 clusters
  Score: Raw -2268190.514043 + Penalty 3189.336801 = -2265001.177242
  nChanged 9
		SP:Iteration 75Q (46305.300000 sec): 3 clusters
  Score: Raw -2268191.446868 + Penalty 3189.336801 = -2265002.110067
  nChanged 7
		SP:Iteration 76Q (46305.570000 sec): 3 clusters
  Score: Raw -2268192.354070 + Penalty 3189.336801 = -2265003.017269
  nChanged 9
		SP:Iteration 77Q (46305.830000 sec): 3 clusters
  Score: Raw -2268193.714426 + Penalty 3189.336801 = -2265004.377625
  nChanged 9
		SP:Iteration 78Q (46306.060000 sec): 3 clusters
  Score: Raw -2268194.964559 + Penalty 3189.336801 = -2265005.627758
  nChanged 6
		SP:Iteration 79Q (46306.280000 sec): 3 clusters
  Score: Raw -2268195.800278 + Penalty 3189.336801 = -2265006.463477
  nChanged 1
		SP:Iteration 80F (46306.550000 sec): 3 clusters
  Score: Raw -2268195.942749 + Penalty 3189.336801 = -2265006.605948
  nChanged 3
		SP:Iteration 81Q (46306.780000 sec): 3 clusters
  Score: Raw -2268196.148443 + Penalty 3189.336801 = -2265006.811642
  nChanged 2
		SP:Iteration 82Q (46307.020000 sec): 3 clusters
  Score: Raw -2268196.264616 + Penalty 3189.336801 = -2265006.927815
  nChanged 0
		SP:Iteration 83F (46307.270000 sec): 3 clusters
  Score: Raw -2268196.264616 + Penalty 3189.336801 = -2265006.927815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46307.370000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46307.550000 sec): 3 clusters
  Score: Raw -83357.646513 + Penalty 2140.953755 = -81216.692758
  nChanged 205
		SP:Iteration 1F (46307.710000 sec): 3 clusters
  Score: Raw -83564.455486 + Penalty 2140.953755 = -81423.501732
  nChanged 47
		SP:Iteration 2F (46307.890000 sec): 3 clusters
  Score: Raw -83643.035763 + Penalty 2140.953755 = -81502.082008
  nChanged 28
		SP:Iteration 3Q (46308.110000 sec): 3 clusters
  Score: Raw -83675.571911 + Penalty 2140.953755 = -81534.618157
  nChanged 28
		SP:Iteration 4Q (46308.260000 sec): 3 clusters
  Score: Raw -83716.785412 + Penalty 2140.953755 = -81575.831657
  nChanged 16
		SP:Iteration 5Q (46308.480000 sec): 3 clusters
  Score: Raw -83738.131137 + Penalty 2140.953755 = -81597.177382
  nChanged 15
		SP:Iteration 6Q (46308.670000 sec): 3 clusters
  Score: Raw -83759.275953 + Penalty 2140.953755 = -81618.322198
  nChanged 10
		SP:Iteration 7Q (46308.850000 sec): 3 clusters
  Score: Raw -83777.595017 + Penalty 2140.953755 = -81636.641262
  nChanged 10
		SP:Iteration 8Q (46308.990000 sec): 3 clusters
  Score: Raw -83792.930980 + Penalty 2140.953755 = -81651.977225
  nChanged 10
		SP:Iteration 9Q (46309.140000 sec): 3 clusters
  Score: Raw -83806.000404 + Penalty 2140.953755 = -81665.046650
  nChanged 6
		SP:Iteration 10Q (46309.340000 sec): 3 clusters
  Score: Raw -83815.171591 + Penalty 2140.953755 = -81674.217836
  nChanged 6
		SP:Iteration 11Q (46309.490000 sec): 3 clusters
  Score: Raw -83821.993089 + Penalty 2140.953755 = -81681.039335
  nChanged 5
		SP:Iteration 12Q (46309.680000 sec): 3 clusters
  Score: Raw -83827.057170 + Penalty 2140.953755 = -81686.103415
  nChanged 4
		SP:Iteration 13Q (46309.850000 sec): 3 clusters
  Score: Raw -83830.757347 + Penalty 2140.953755 = -81689.803592
  nChanged 3
		SP:Iteration 14Q (46310.020000 sec): 3 clusters
  Score: Raw -83833.579844 + Penalty 2140.953755 = -81692.626089
  nChanged 4
		SP:Iteration 15Q (46310.190000 sec): 3 clusters
  Score: Raw -83839.497513 + Penalty 2140.953755 = -81698.543758
  nChanged 3
		SP:Iteration 16Q (46310.360000 sec): 3 clusters
  Score: Raw -83843.264196 + Penalty 2140.953755 = -81702.310442
  nChanged 3
		SP:Iteration 17Q (46310.540000 sec): 3 clusters
  Score: Raw -83846.849231 + Penalty 2140.953755 = -81705.895476
  nChanged 4
		SP:Iteration 18Q (46310.740000 sec): 3 clusters
  Score: Raw -83850.648265 + Penalty 2140.953755 = -81709.694510
  nChanged 2
		SP:Iteration 19Q (46310.930000 sec): 3 clusters
  Score: Raw -83852.415105 + Penalty 2140.953755 = -81711.461350
  nChanged 4
		SP:Iteration 20F (46311.090000 sec): 3 clusters
  Score: Raw -83857.831194 + Penalty 2140.953755 = -81716.877439
  nChanged 7
		SP:Iteration 21Q (46311.230000 sec): 3 clusters
  Score: Raw -83864.755629 + Penalty 2140.953755 = -81723.801874
  nChanged 6
		SP:Iteration 22Q (46311.390000 sec): 3 clusters
  Score: Raw -83883.506608 + Penalty 2140.953755 = -81742.552853
  nChanged 5
		SP:Iteration 23Q (46311.590000 sec): 3 clusters
  Score: Raw -83891.900847 + Penalty 2140.953755 = -81750.947092
  nChanged 4
		SP:Iteration 24Q (46311.760000 sec): 3 clusters
  Score: Raw -83899.833837 + Penalty 2140.953755 = -81758.880083
  nChanged 2
		SP:Iteration 25Q (46311.940000 sec): 3 clusters
  Score: Raw -83902.071713 + Penalty 2140.953755 = -81761.117958
  nChanged 2
		SP:Iteration 26Q (46312.130000 sec): 3 clusters
  Score: Raw -83904.806181 + Penalty 2140.953755 = -81763.852426
  nChanged 1
		SP:Iteration 27Q (46312.310000 sec): 3 clusters
  Score: Raw -83906.162296 + Penalty 2140.953755 = -81765.208541
  nChanged 3
		SP:Iteration 28Q (46312.520000 sec): 3 clusters
  Score: Raw -83908.663172 + Penalty 2140.953755 = -81767.709417
  nChanged 2
		SP:Iteration 29Q (46312.720000 sec): 3 clusters
  Score: Raw -83913.085286 + Penalty 2140.953755 = -81772.131531
  nChanged 1
		SP:Iteration 30Q (46312.880000 sec): 3 clusters
  Score: Raw -83913.420821 + Penalty 2140.953755 = -81772.467066
  nChanged 0
		SP:Iteration 31F (46313.060000 sec): 3 clusters
  Score: Raw -83913.420821 + Penalty 2140.953755 = -81772.467066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46313.140000 sec): 2 clusters
  Score: Raw -227823.515071 + Penalty 1234.658417 = -226588.856654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46313.330000 sec): 3 clusters
  Score: Raw -226963.379843 + Penalty 2469.316834 = -224494.063009
  nChanged 707
		SP:Iteration 1F (46313.510000 sec): 3 clusters
  Score: Raw -227516.021144 + Penalty 2469.316834 = -225046.704310
  nChanged 182
		SP:Iteration 2F (46313.690000 sec): 3 clusters
  Score: Raw -227718.424609 + Penalty 2469.316834 = -225249.107775
  nChanged 151
		SP:Iteration 3F (46313.830000 sec): 3 clusters
  Score: Raw -227922.131660 + Penalty 2469.316834 = -225452.814826
  nChanged 137
		SP:Iteration 4F (46313.980000 sec): 3 clusters
  Score: Raw -228092.287789 + Penalty 2469.316834 = -225622.970955
  nChanged 117
		SP:Iteration 5F (46314.160000 sec): 3 clusters
  Score: Raw -228238.273739 + Penalty 2469.316834 = -225768.956905
  nChanged 90
		SP:Iteration 6Q (46314.340000 sec): 3 clusters
  Score: Raw -228342.071778 + Penalty 2469.316834 = -225872.754944
  nChanged 62
		SP:Iteration 7Q (46314.540000 sec): 3 clusters
  Score: Raw -228399.088147 + Penalty 2469.316834 = -225929.771313
  nChanged 51
		SP:Iteration 8Q (46314.680000 sec): 3 clusters
  Score: Raw -228460.415435 + Penalty 2469.316834 = -225991.098601
  nChanged 50
		SP:Iteration 9Q (46314.810000 sec): 3 clusters
  Score: Raw -228514.958288 + Penalty 2469.316834 = -226045.641455
  nChanged 36
		SP:Iteration 10Q (46315.000000 sec): 3 clusters
  Score: Raw -228560.648035 + Penalty 2469.316834 = -226091.331201
  nChanged 30
		SP:Iteration 11Q (46315.130000 sec): 3 clusters
  Score: Raw -228589.323715 + Penalty 2469.316834 = -226120.006881
  nChanged 24
		SP:Iteration 12Q (46315.270000 sec): 3 clusters
  Score: Raw -228604.697305 + Penalty 2469.316834 = -226135.380471
  nChanged 14
		SP:Iteration 13Q (46315.430000 sec): 3 clusters
  Score: Raw -228613.330359 + Penalty 2469.316834 = -226144.013525
  nChanged 6
		SP:Iteration 14Q (46315.630000 sec): 3 clusters
  Score: Raw -228617.542220 + Penalty 2469.316834 = -226148.225386
  nChanged 8
		SP:Iteration 15Q (46315.820000 sec): 3 clusters
  Score: Raw -228622.208089 + Penalty 2469.316834 = -226152.891255
  nChanged 6
		SP:Iteration 16Q (46316.010000 sec): 3 clusters
  Score: Raw -228625.084772 + Penalty 2469.316834 = -226155.767938
  nChanged 0
		SP:Iteration 17F (46316.150000 sec): 3 clusters
  Score: Raw -228625.084772 + Penalty 2469.316834 = -226155.767938
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46316.290000 sec): 2 clusters
  Score: Raw -874540.636241 + Penalty 1461.088417 = -873079.547824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46316.510000 sec): 3 clusters
  Score: Raw -870077.749853 + Penalty 2922.176834 = -867155.573019
  nChanged 3496
		SP:Iteration 1F (46316.680000 sec): 3 clusters
  Score: Raw -872213.761174 + Penalty 2922.176834 = -869291.584340
  nChanged 696
		SP:Iteration 2F (46316.910000 sec): 3 clusters
  Score: Raw -872686.726853 + Penalty 2922.176834 = -869764.550019
  nChanged 588
		SP:Iteration 3F (46317.110000 sec): 3 clusters
  Score: Raw -873120.739741 + Penalty 2922.176834 = -870198.562907
  nChanged 498
		SP:Iteration 4F (46317.320000 sec): 3 clusters
  Score: Raw -873489.274412 + Penalty 2922.176834 = -870567.097578
  nChanged 451
		SP:Iteration 5F (46317.540000 sec): 3 clusters
  Score: Raw -873854.866176 + Penalty 2922.176834 = -870932.689342
  nChanged 413
		SP:Iteration 6F (46317.770000 sec): 3 clusters
  Score: Raw -874165.749956 + Penalty 2922.176834 = -871243.573122
  nChanged 349
		SP:Iteration 7Q (46317.950000 sec): 3 clusters
  Score: Raw -874439.367545 + Penalty 2922.176834 = -871517.190711
  nChanged 291
		SP:Iteration 8Q (46318.150000 sec): 3 clusters
  Score: Raw -874672.819273 + Penalty 2922.176834 = -871750.642439
  nChanged 220
		SP:Iteration 9Q (46318.320000 sec): 3 clusters
  Score: Raw -874801.957286 + Penalty 2922.176834 = -871879.780451
  nChanged 144
		SP:Iteration 10Q (46318.510000 sec): 3 clusters
  Score: Raw -874868.291050 + Penalty 2922.176834 = -871946.114216
  nChanged 117
		SP:Iteration 11Q (46318.720000 sec): 3 clusters
  Score: Raw -874917.405498 + Penalty 2922.176834 = -871995.228664
  nChanged 81
		SP:Iteration 12Q (46318.930000 sec): 3 clusters
  Score: Raw -874952.663952 + Penalty 2922.176834 = -872030.487118
  nChanged 67
		SP:Iteration 13Q (46319.140000 sec): 3 clusters
  Score: Raw -874978.333714 + Penalty 2922.176834 = -872056.156879
  nChanged 65
		SP:Iteration 14Q (46319.370000 sec): 3 clusters
  Score: Raw -875001.681229 + Penalty 2922.176834 = -872079.504395
  nChanged 48
		SP:Iteration 15Q (46319.560000 sec): 3 clusters
  Score: Raw -875015.926684 + Penalty 2922.176834 = -872093.749850
  nChanged 40
		SP:Iteration 16Q (46319.750000 sec): 3 clusters
  Score: Raw -875027.255510 + Penalty 2922.176834 = -872105.078676
  nChanged 28
		SP:Iteration 17Q (46319.940000 sec): 3 clusters
  Score: Raw -875037.844153 + Penalty 2922.176834 = -872115.667319
  nChanged 30
		SP:Iteration 18Q (46320.190000 sec): 3 clusters
  Score: Raw -875047.342892 + Penalty 2922.176834 = -872125.166058
  nChanged 28
		SP:Iteration 19Q (46320.390000 sec): 3 clusters
  Score: Raw -875054.409145 + Penalty 2922.176834 = -872132.232310
  nChanged 17
		SP:Iteration 20F (46320.590000 sec): 3 clusters
  Score: Raw -875057.236733 + Penalty 2922.176834 = -872135.059899
  nChanged 12
		SP:Iteration 21Q (46320.770000 sec): 3 clusters
  Score: Raw -875058.971021 + Penalty 2922.176834 = -872136.794187
  nChanged 6
		SP:Iteration 22Q (46320.970000 sec): 3 clusters
  Score: Raw -875060.129428 + Penalty 2922.176834 = -872137.952594
  nChanged 6
		SP:Iteration 23Q (46321.180000 sec): 3 clusters
  Score: Raw -875061.104726 + Penalty 2922.176834 = -872138.927892
  nChanged 5
		SP:Iteration 24Q (46321.390000 sec): 3 clusters
  Score: Raw -875061.782208 + Penalty 2922.176834 = -872139.605374
  nChanged 3
		SP:Iteration 25Q (46321.610000 sec): 3 clusters
  Score: Raw -875063.242404 + Penalty 2922.176834 = -872141.065570
  nChanged 8
		SP:Iteration 26Q (46321.780000 sec): 3 clusters
  Score: Raw -875066.711811 + Penalty 2922.176834 = -872144.534976
  nChanged 11
		SP:Iteration 27Q (46321.980000 sec): 3 clusters
  Score: Raw -875068.691051 + Penalty 2922.176834 = -872146.514217
  nChanged 6
		SP:Iteration 28Q (46322.200000 sec): 3 clusters
  Score: Raw -875069.738496 + Penalty 2922.176834 = -872147.561662
  nChanged 7
		SP:Iteration 29Q (46322.430000 sec): 3 clusters
  Score: Raw -875070.754161 + Penalty 2922.176834 = -872148.577327
  nChanged 6
		SP:Iteration 30Q (46322.620000 sec): 3 clusters
  Score: Raw -875072.630128 + Penalty 2922.176834 = -872150.453294
  nChanged 10
		SP:Iteration 31Q (46322.810000 sec): 3 clusters
  Score: Raw -875076.093745 + Penalty 2922.176834 = -872153.916911
  nChanged 9
		SP:Iteration 32Q (46323.020000 sec): 3 clusters
  Score: Raw -875078.037277 + Penalty 2922.176834 = -872155.860443
  nChanged 4
		SP:Iteration 33Q (46323.200000 sec): 3 clusters
  Score: Raw -875079.003268 + Penalty 2922.176834 = -872156.826433
  nChanged 2
		SP:Iteration 34Q (46323.410000 sec): 3 clusters
  Score: Raw -875080.726205 + Penalty 2922.176834 = -872158.549371
  nChanged 12
		SP:Iteration 35Q (46323.640000 sec): 3 clusters
  Score: Raw -875084.564779 + Penalty 2922.176834 = -872162.387945
  nChanged 13
		SP:Iteration 36Q (46323.820000 sec): 3 clusters
  Score: Raw -875087.858668 + Penalty 2922.176834 = -872165.681833
  nChanged 14
		SP:Iteration 37Q (46324.020000 sec): 3 clusters
  Score: Raw -875091.292493 + Penalty 2922.176834 = -872169.115659
  nChanged 14
		SP:Iteration 38Q (46324.210000 sec): 3 clusters
  Score: Raw -875095.526831 + Penalty 2922.176834 = -872173.349997
  nChanged 10
		SP:Iteration 39Q (46324.410000 sec): 3 clusters
  Score: Raw -875097.786448 + Penalty 2922.176834 = -872175.609614
  nChanged 10
		SP:Iteration 40F (46324.650000 sec): 3 clusters
  Score: Raw -875100.372935 + Penalty 2922.176834 = -872178.196101
  nChanged 12
		SP:Iteration 41Q (46324.840000 sec): 3 clusters
  Score: Raw -875102.782527 + Penalty 2922.176834 = -872180.605693
  nChanged 5
		SP:Iteration 42Q (46325.050000 sec): 3 clusters
  Score: Raw -875104.182565 + Penalty 2922.176834 = -872182.005731
  nChanged 5
		SP:Iteration 43Q (46325.280000 sec): 3 clusters
  Score: Raw -875105.180333 + Penalty 2922.176834 = -872183.003499
  nChanged 8
		SP:Iteration 44Q (46325.480000 sec): 3 clusters
  Score: Raw -875107.464868 + Penalty 2922.176834 = -872185.288033
  nChanged 9
		SP:Iteration 45Q (46325.670000 sec): 3 clusters
  Score: Raw -875109.094765 + Penalty 2922.176834 = -872186.917931
  nChanged 8
		SP:Iteration 46Q (46325.860000 sec): 3 clusters
  Score: Raw -875110.148052 + Penalty 2922.176834 = -872187.971218
  nChanged 4
		SP:Iteration 47Q (46326.080000 sec): 3 clusters
  Score: Raw -875111.008219 + Penalty 2922.176834 = -872188.831384
  nChanged 4
		SP:Iteration 48Q (46326.280000 sec): 3 clusters
  Score: Raw -875111.582172 + Penalty 2922.176834 = -872189.405338
  nChanged 6
		SP:Iteration 49Q (46326.470000 sec): 3 clusters
  Score: Raw -875112.841843 + Penalty 2922.176834 = -872190.665009
  nChanged 5
		SP:Iteration 50Q (46326.650000 sec): 3 clusters
  Score: Raw -875114.509345 + Penalty 2922.176834 = -872192.332510
  nChanged 11
		SP:Iteration 51Q (46326.840000 sec): 3 clusters
  Score: Raw -875119.088138 + Penalty 2922.176834 = -872196.911304
  nChanged 15
		SP:Iteration 52Q (46327.040000 sec): 3 clusters
  Score: Raw -875122.460378 + Penalty 2922.176834 = -872200.283544
  nChanged 9
		SP:Iteration 53Q (46327.280000 sec): 3 clusters
  Score: Raw -875125.329600 + Penalty 2922.176834 = -872203.152765
  nChanged 12
		SP:Iteration 54Q (46327.470000 sec): 3 clusters
  Score: Raw -875128.276073 + Penalty 2922.176834 = -872206.099239
  nChanged 9
		SP:Iteration 55Q (46327.650000 sec): 3 clusters
  Score: Raw -875130.013357 + Penalty 2922.176834 = -872207.836523
  nChanged 8
		SP:Iteration 56Q (46327.840000 sec): 3 clusters
  Score: Raw -875131.875125 + Penalty 2922.176834 = -872209.698291
  nChanged 11
		SP:Iteration 57Q (46328.030000 sec): 3 clusters
  Score: Raw -875136.142728 + Penalty 2922.176834 = -872213.965894
  nChanged 13
		SP:Iteration 58Q (46328.220000 sec): 3 clusters
  Score: Raw -875141.134494 + Penalty 2922.176834 = -872218.957659
  nChanged 13
		SP:Iteration 59Q (46328.410000 sec): 3 clusters
  Score: Raw -875144.521824 + Penalty 2922.176834 = -872222.344990
  nChanged 8
		SP:Iteration 60F (46328.630000 sec): 3 clusters
  Score: Raw -875146.284440 + Penalty 2922.176834 = -872224.107606
  nChanged 4
		SP:Iteration 61Q (46328.780000 sec): 3 clusters
  Score: Raw -875147.855342 + Penalty 2922.176834 = -872225.678508
  nChanged 5
		SP:Iteration 62Q (46329.000000 sec): 3 clusters
  Score: Raw -875150.240151 + Penalty 2922.176834 = -872228.063317
  nChanged 6
		SP:Iteration 63Q (46329.180000 sec): 3 clusters
  Score: Raw -875152.297364 + Penalty 2922.176834 = -872230.120530
  nChanged 11
		SP:Iteration 64Q (46329.400000 sec): 3 clusters
  Score: Raw -875155.017358 + Penalty 2922.176834 = -872232.840524
  nChanged 6
		SP:Iteration 65Q (46329.560000 sec): 3 clusters
  Score: Raw -875156.085841 + Penalty 2922.176834 = -872233.909007
  nChanged 0
		SP:Iteration 66F (46329.770000 sec): 3 clusters
  Score: Raw -875156.085841 + Penalty 2922.176834 = -872233.909007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46329.860000 sec): 2 clusters
  Score: Raw -289310.705362 + Penalty 1273.217360 = -288037.488002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46330.030000 sec): 3 clusters
  Score: Raw -288186.077934 + Penalty 2546.434720 = -285639.643214
  nChanged 907
		SP:Iteration 1F (46330.200000 sec): 3 clusters
  Score: Raw -288891.071483 + Penalty 2546.434720 = -286344.636763
  nChanged 240
		SP:Iteration 2F (46330.390000 sec): 3 clusters
  Score: Raw -289131.370660 + Penalty 2546.434720 = -286584.935940
  nChanged 155
		SP:Iteration 3F (46330.580000 sec): 3 clusters
  Score: Raw -289262.877123 + Penalty 2546.434720 = -286716.442402
  nChanged 128
		SP:Iteration 4F (46330.760000 sec): 3 clusters
  Score: Raw -289347.478860 + Penalty 2546.434720 = -286801.044140
  nChanged 102
		SP:Iteration 5Q (46330.900000 sec): 3 clusters
  Score: Raw -289428.380664 + Penalty 2546.434720 = -286881.945944
  nChanged 97
		SP:Iteration 6Q (46331.120000 sec): 3 clusters
  Score: Raw -289507.695546 + Penalty 2546.434720 = -286961.260826
  nChanged 97
		SP:Iteration 7Q (46331.290000 sec): 3 clusters
  Score: Raw -289598.879871 + Penalty 2546.434720 = -287052.445150
  nChanged 104
		SP:Iteration 8Q (46331.480000 sec): 3 clusters
  Score: Raw -289694.670548 + Penalty 2546.434720 = -287148.235828
  nChanged 76
		SP:Iteration 9Q (46331.600000 sec): 3 clusters
  Score: Raw -289754.799055 + Penalty 2546.434720 = -287208.364335
  nChanged 64
		SP:Iteration 10Q (46331.840000 sec): 3 clusters
  Score: Raw -289804.159650 + Penalty 2546.434720 = -287257.724929
  nChanged 56
		SP:Iteration 11Q (46331.960000 sec): 3 clusters
  Score: Raw -289854.514735 + Penalty 2546.434720 = -287308.080015
  nChanged 54
		SP:Iteration 12Q (46332.140000 sec): 3 clusters
  Score: Raw -289897.105777 + Penalty 2546.434720 = -287350.671056
  nChanged 34
		SP:Iteration 13Q (46332.260000 sec): 3 clusters
  Score: Raw -289918.101236 + Penalty 2546.434720 = -287371.666516
  nChanged 22
		SP:Iteration 14Q (46332.420000 sec): 3 clusters
  Score: Raw -289931.204511 + Penalty 2546.434720 = -287384.769790
  nChanged 15
		SP:Iteration 15Q (46332.660000 sec): 3 clusters
  Score: Raw -289940.117869 + Penalty 2546.434720 = -287393.683148
  nChanged 13
		SP:Iteration 16Q (46332.840000 sec): 3 clusters
  Score: Raw -289948.040931 + Penalty 2546.434720 = -287401.606210
  nChanged 10
		SP:Iteration 17Q (46333.010000 sec): 3 clusters
  Score: Raw -289952.828940 + Penalty 2546.434720 = -287406.394220
  nChanged 18
		SP:Iteration 18Q (46333.190000 sec): 3 clusters
  Score: Raw -289961.325687 + Penalty 2546.434720 = -287414.890966
  nChanged 13
		SP:Iteration 19Q (46333.390000 sec): 3 clusters
  Score: Raw -289969.227500 + Penalty 2546.434720 = -287422.792779
  nChanged 13
		SP:Iteration 20F (46333.520000 sec): 3 clusters
  Score: Raw -289974.090982 + Penalty 2546.434720 = -287427.656261
  nChanged 7
		SP:Iteration 21Q (46333.660000 sec): 3 clusters
  Score: Raw -289975.734318 + Penalty 2546.434720 = -287429.299597
  nChanged 7
		SP:Iteration 22Q (46333.850000 sec): 3 clusters
  Score: Raw -289978.104265 + Penalty 2546.434720 = -287431.669545
  nChanged 7
		SP:Iteration 23Q (46334.020000 sec): 3 clusters
  Score: Raw -289980.687215 + Penalty 2546.434720 = -287434.252495
  nChanged 10
		SP:Iteration 24Q (46334.160000 sec): 3 clusters
  Score: Raw -289984.147044 + Penalty 2546.434720 = -287437.712323
  nChanged 5
		SP:Iteration 25Q (46334.320000 sec): 3 clusters
  Score: Raw -289986.278577 + Penalty 2546.434720 = -287439.843857
  nChanged 6
		SP:Iteration 26Q (46334.490000 sec): 3 clusters
  Score: Raw -289989.403847 + Penalty 2546.434720 = -287442.969126
  nChanged 10
		SP:Iteration 27Q (46334.630000 sec): 3 clusters
  Score: Raw -289995.179776 + Penalty 2546.434720 = -287448.745055
  nChanged 11
		SP:Iteration 28Q (46334.790000 sec): 3 clusters
  Score: Raw -290000.464500 + Penalty 2546.434720 = -287454.029779
  nChanged 9
		SP:Iteration 29Q (46334.970000 sec): 3 clusters
  Score: Raw -290005.779014 + Penalty 2546.434720 = -287459.344293
  nChanged 9
		SP:Iteration 30Q (46335.120000 sec): 3 clusters
  Score: Raw -290010.334132 + Penalty 2546.434720 = -287463.899411
  nChanged 9
		SP:Iteration 31Q (46335.300000 sec): 3 clusters
  Score: Raw -290014.363059 + Penalty 2546.434720 = -287467.928339
  nChanged 6
		SP:Iteration 32Q (46335.440000 sec): 3 clusters
  Score: Raw -290017.401328 + Penalty 2546.434720 = -287470.966607
  nChanged 9
		SP:Iteration 33Q (46335.580000 sec): 3 clusters
  Score: Raw -290022.486377 + Penalty 2546.434720 = -287476.051657
  nChanged 6
		SP:Iteration 34Q (46335.790000 sec): 3 clusters
  Score: Raw -290025.400137 + Penalty 2546.434720 = -287478.965417
  nChanged 5
		SP:Iteration 35Q (46335.960000 sec): 3 clusters
  Score: Raw -290027.309024 + Penalty 2546.434720 = -287480.874304
  nChanged 4
		SP:Iteration 36Q (46336.190000 sec): 3 clusters
  Score: Raw -290028.903135 + Penalty 2546.434720 = -287482.468414
  nChanged 1
		SP:Iteration 37Q (46336.350000 sec): 3 clusters
  Score: Raw -290029.136495 + Penalty 2546.434720 = -287482.701775
  nChanged 0
		SP:Iteration 38F (46336.520000 sec): 3 clusters
  Score: Raw -290029.136495 + Penalty 2546.434720 = -287482.701775
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46336.630000 sec): 2 clusters
  Score: Raw -667536.463498 + Penalty 1399.826984 = -666136.636514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46336.860000 sec): 3 clusters
  Score: Raw -664604.089286 + Penalty 2799.653968 = -661804.435317
  nChanged 2243
		SP:Iteration 1F (46337.040000 sec): 3 clusters
  Score: Raw -665887.871883 + Penalty 2799.653968 = -663088.217915
  nChanged 387
		SP:Iteration 2F (46337.230000 sec): 3 clusters
  Score: Raw -666100.049744 + Penalty 2799.653968 = -663300.395776
  nChanged 305
		SP:Iteration 3F (46337.430000 sec): 3 clusters
  Score: Raw -666263.415348 + Penalty 2799.653968 = -663463.761380
  nChanged 281
		SP:Iteration 4F (46337.610000 sec): 3 clusters
  Score: Raw -666418.074684 + Penalty 2799.653968 = -663618.420715
  nChanged 279
		SP:Iteration 5F (46337.810000 sec): 3 clusters
  Score: Raw -666616.478057 + Penalty 2799.653968 = -663816.824089
  nChanged 308
		SP:Iteration 6F (46338.000000 sec): 3 clusters
  Score: Raw -666846.069090 + Penalty 2799.653968 = -664046.415122
  nChanged 294
		SP:Iteration 7F (46338.200000 sec): 3 clusters
  Score: Raw -667049.634690 + Penalty 2799.653968 = -664249.980721
  nChanged 255
		SP:Iteration 8Q (46338.390000 sec): 3 clusters
  Score: Raw -667242.197304 + Penalty 2799.653968 = -664442.543336
  nChanged 248
		SP:Iteration 9Q (46338.510000 sec): 3 clusters
  Score: Raw -667401.614985 + Penalty 2799.653968 = -664601.961017
  nChanged 174
		SP:Iteration 10Q (46338.700000 sec): 3 clusters
  Score: Raw -667510.069112 + Penalty 2799.653968 = -664710.415144
  nChanged 124
		SP:Iteration 11Q (46338.900000 sec): 3 clusters
  Score: Raw -667577.414007 + Penalty 2799.653968 = -664777.760039
  nChanged 109
		SP:Iteration 12Q (46339.070000 sec): 3 clusters
  Score: Raw -667633.612384 + Penalty 2799.653968 = -664833.958416
  nChanged 82
		SP:Iteration 13Q (46339.230000 sec): 3 clusters
  Score: Raw -667678.397945 + Penalty 2799.653968 = -664878.743977
  nChanged 76
		SP:Iteration 14Q (46339.440000 sec): 3 clusters
  Score: Raw -667715.698775 + Penalty 2799.653968 = -664916.044807
  nChanged 63
		SP:Iteration 15Q (46339.640000 sec): 3 clusters
  Score: Raw -667745.239399 + Penalty 2799.653968 = -664945.585430
  nChanged 42
		SP:Iteration 16Q (46339.820000 sec): 3 clusters
  Score: Raw -667763.554894 + Penalty 2799.653968 = -664963.900926
  nChanged 37
		SP:Iteration 17Q (46340.020000 sec): 3 clusters
  Score: Raw -667778.847555 + Penalty 2799.653968 = -664979.193587
  nChanged 29
		SP:Iteration 18Q (46340.200000 sec): 3 clusters
  Score: Raw -667791.440167 + Penalty 2799.653968 = -664991.786199
  nChanged 24
		SP:Iteration 19Q (46340.380000 sec): 3 clusters
  Score: Raw -667803.625937 + Penalty 2799.653968 = -665003.971969
  nChanged 20
		SP:Iteration 20F (46340.550000 sec): 3 clusters
  Score: Raw -667812.088703 + Penalty 2799.653968 = -665012.434735
  nChanged 15
		SP:Iteration 21Q (46340.750000 sec): 3 clusters
  Score: Raw -667818.352137 + Penalty 2799.653968 = -665018.698169
  nChanged 17
		SP:Iteration 22Q (46340.900000 sec): 3 clusters
  Score: Raw -667824.484727 + Penalty 2799.653968 = -665024.830759
  nChanged 10
		SP:Iteration 23Q (46341.110000 sec): 3 clusters
  Score: Raw -667827.959145 + Penalty 2799.653968 = -665028.305177
  nChanged 6
		SP:Iteration 24Q (46341.310000 sec): 3 clusters
  Score: Raw -667829.867420 + Penalty 2799.653968 = -665030.213452
  nChanged 2
		SP:Iteration 25Q (46341.520000 sec): 3 clusters
  Score: Raw -667830.587200 + Penalty 2799.653968 = -665030.933232
  nChanged 3
		SP:Iteration 26Q (46341.720000 sec): 3 clusters
  Score: Raw -667831.460751 + Penalty 2799.653968 = -665031.806783
  nChanged 2
		SP:Iteration 27Q (46341.900000 sec): 3 clusters
  Score: Raw -667832.059595 + Penalty 2799.653968 = -665032.405627
  nChanged 3
		SP:Iteration 28Q (46342.120000 sec): 3 clusters
  Score: Raw -667833.189002 + Penalty 2799.653968 = -665033.535034
  nChanged 4
		SP:Iteration 29Q (46342.300000 sec): 3 clusters
  Score: Raw -667834.597561 + Penalty 2799.653968 = -665034.943592
  nChanged 3
		SP:Iteration 30Q (46342.460000 sec): 3 clusters
  Score: Raw -667835.173499 + Penalty 2799.653968 = -665035.519531
  nChanged 0
		SP:Iteration 31F (46342.690000 sec): 3 clusters
  Score: Raw -667835.173499 + Penalty 2799.653968 = -665035.519531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46343.270000 sec): 2 clusters
  Score: Raw -14732748.405686 + Penalty 1899.645409 = -14730848.760276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46343.900000 sec): 3 clusters
  Score: Raw -14654504.615895 + Penalty 3799.290819 = -14650705.325076
  nChanged 57505
		SP:Iteration 1F (46344.520000 sec): 3 clusters
  Score: Raw -14687546.755492 + Penalty 3799.290819 = -14683747.464673
  nChanged 3544
		SP:Iteration 2Q (46345.170000 sec): 3 clusters
  Score: Raw -14688421.176861 + Penalty 3799.290819 = -14684621.886042
  nChanged 4131
		SP:Iteration 3Q (46345.830000 sec): 3 clusters
  Score: Raw -14689751.069224 + Penalty 3799.290819 = -14685951.778406
  nChanged 5449
		SP:Iteration 4Q (46346.500000 sec): 3 clusters
  Score: Raw -14692176.272310 + Penalty 3799.290819 = -14688376.981492
  nChanged 7678
		SP:Iteration 5F (46347.130000 sec): 3 clusters
  Score: Raw -14696950.640506 + Penalty 3799.290819 = -14693151.349687
  nChanged 10295
		SP:Iteration 6F (46347.760000 sec): 3 clusters
  Score: Raw -14705365.660545 + Penalty 3799.290819 = -14701566.369726
  nChanged 11478
		SP:Iteration 7F (46348.390000 sec): 3 clusters
  Score: Raw -14716675.898101 + Penalty 3799.290819 = -14712876.607282
  nChanged 9262
		SP:Iteration 8F (46349.040000 sec): 3 clusters
  Score: Raw -14726274.927082 + Penalty 3799.290819 = -14722475.636263
  nChanged 4682
		SP:Iteration 9Q (46349.720000 sec): 3 clusters
  Score: Raw -14730932.338595 + Penalty 3799.290819 = -14727133.047776
  nChanged 1519
		SP:Iteration 10Q (46350.300000 sec): 3 clusters
  Score: Raw -14732358.243248 + Penalty 3799.290819 = -14728558.952429
  nChanged 369
		SP:Iteration 11Q (46350.880000 sec): 3 clusters
  Score: Raw -14732755.770540 + Penalty 3799.290819 = -14728956.479721
  nChanged 99
		SP:Iteration 12Q (46351.490000 sec): 3 clusters
  Score: Raw -14732874.984510 + Penalty 3799.290819 = -14729075.693691
  nChanged 49
		SP:Iteration 13Q (46352.120000 sec): 3 clusters
  Score: Raw -14732930.606478 + Penalty 3799.290819 = -14729131.315659
  nChanged 27
		SP:Iteration 14Q (46352.780000 sec): 3 clusters
  Score: Raw -14732968.418065 + Penalty 3799.290819 = -14729169.127246
  nChanged 26
		SP:Iteration 15Q (46353.440000 sec): 3 clusters
  Score: Raw -14732998.049282 + Penalty 3799.290819 = -14729198.758463
  nChanged 13
		SP:Iteration 16Q (46354.100000 sec): 3 clusters
  Score: Raw -14733013.808723 + Penalty 3799.290819 = -14729214.517904
  nChanged 7
		SP:Iteration 17Q (46354.720000 sec): 3 clusters
  Score: Raw -14733020.810803 + Penalty 3799.290819 = -14729221.519985
  nChanged 3
		SP:Iteration 18Q (46355.400000 sec): 3 clusters
  Score: Raw -14733024.941350 + Penalty 3799.290819 = -14729225.650531
  nChanged 4
		SP:Iteration 19Q (46356.060000 sec): 3 clusters
  Score: Raw -14733034.780210 + Penalty 3799.290819 = -14729235.489392
  nChanged 4
		SP:Iteration 20F (46356.730000 sec): 3 clusters
  Score: Raw -14733041.011224 + Penalty 3799.290819 = -14729241.720406
  nChanged 3
		SP:Iteration 21Q (46357.370000 sec): 3 clusters
  Score: Raw -14733044.561315 + Penalty 3799.290819 = -14729245.270496
  nChanged 3
		SP:Iteration 22Q (46358.040000 sec): 3 clusters
  Score: Raw -14733047.753557 + Penalty 3799.290819 = -14729248.462738
  nChanged 1
		SP:Iteration 23Q (46358.670000 sec): 3 clusters
  Score: Raw -14733048.836925 + Penalty 3799.290819 = -14729249.546106
  nChanged 0
		SP:Iteration 24F (46359.340000 sec): 3 clusters
  Score: Raw -14733048.836925 + Penalty 3799.290819 = -14729249.546106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46359.520000 sec): 2 clusters
  Score: Raw -394253.029580 + Penalty 1316.670294 = -392936.359286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46359.720000 sec): 3 clusters
  Score: Raw -392707.826093 + Penalty 2633.340588 = -390074.485504
  nChanged 1270
		SP:Iteration 1F (46359.890000 sec): 3 clusters
  Score: Raw -393451.160122 + Penalty 2633.340588 = -390817.819534
  nChanged 235
		SP:Iteration 2F (46360.060000 sec): 3 clusters
  Score: Raw -393587.587485 + Penalty 2633.340588 = -390954.246896
  nChanged 140
		SP:Iteration 3Q (46360.220000 sec): 3 clusters
  Score: Raw -393686.027004 + Penalty 2633.340588 = -391052.686416
  nChanged 131
		SP:Iteration 4Q (46360.390000 sec): 3 clusters
  Score: Raw -393794.800200 + Penalty 2633.340588 = -391161.459611
  nChanged 126
		SP:Iteration 5Q (46360.540000 sec): 3 clusters
  Score: Raw -393891.467485 + Penalty 2633.340588 = -391258.126897
  nChanged 104
		SP:Iteration 6Q (46360.730000 sec): 3 clusters
  Score: Raw -393971.185692 + Penalty 2633.340588 = -391337.845104
  nChanged 109
		SP:Iteration 7Q (46360.880000 sec): 3 clusters
  Score: Raw -394049.404874 + Penalty 2633.340588 = -391416.064286
  nChanged 97
		SP:Iteration 8Q (46361.050000 sec): 3 clusters
  Score: Raw -394133.041260 + Penalty 2633.340588 = -391499.700672
  nChanged 116
		SP:Iteration 9Q (46361.260000 sec): 3 clusters
  Score: Raw -394239.296724 + Penalty 2633.340588 = -391605.956135
  nChanged 107
		SP:Iteration 10Q (46361.450000 sec): 3 clusters
  Score: Raw -394352.113434 + Penalty 2633.340588 = -391718.772846
  nChanged 115
		SP:Iteration 11Q (46361.640000 sec): 3 clusters
  Score: Raw -394482.932253 + Penalty 2633.340588 = -391849.591664
  nChanged 100
		SP:Iteration 12Q (46361.800000 sec): 3 clusters
  Score: Raw -394582.561151 + Penalty 2633.340588 = -391949.220563
  nChanged 98
		SP:Iteration 13Q (46361.990000 sec): 3 clusters
  Score: Raw -394671.516508 + Penalty 2633.340588 = -392038.175920
  nChanged 84
		SP:Iteration 14Q (46362.180000 sec): 3 clusters
  Score: Raw -394751.496070 + Penalty 2633.340588 = -392118.155482
  nChanged 76
		SP:Iteration 15Q (46362.350000 sec): 3 clusters
  Score: Raw -394834.477544 + Penalty 2633.340588 = -392201.136955
  nChanged 73
		SP:Iteration 16Q (46362.550000 sec): 3 clusters
  Score: Raw -394903.169457 + Penalty 2633.340588 = -392269.828869
  nChanged 72
		SP:Iteration 17Q (46362.710000 sec): 3 clusters
  Score: Raw -394956.125520 + Penalty 2633.340588 = -392322.784932
  nChanged 46
		SP:Iteration 18Q (46362.870000 sec): 3 clusters
  Score: Raw -394987.522520 + Penalty 2633.340588 = -392354.181932
  nChanged 42
		SP:Iteration 19Q (46363.050000 sec): 3 clusters
  Score: Raw -395017.097437 + Penalty 2633.340588 = -392383.756849
  nChanged 38
		SP:Iteration 20F (46363.240000 sec): 3 clusters
  Score: Raw -395037.031980 + Penalty 2633.340588 = -392403.691392
  nChanged 19
		SP:Iteration 21Q (46363.420000 sec): 3 clusters
  Score: Raw -395044.939092 + Penalty 2633.340588 = -392411.598504
  nChanged 15
		SP:Iteration 22Q (46363.600000 sec): 3 clusters
  Score: Raw -395053.518307 + Penalty 2633.340588 = -392420.177719
  nChanged 18
		SP:Iteration 23Q (46363.770000 sec): 3 clusters
  Score: Raw -395065.318077 + Penalty 2633.340588 = -392431.977489
  nChanged 17
		SP:Iteration 24Q (46363.930000 sec): 3 clusters
  Score: Raw -395077.925903 + Penalty 2633.340588 = -392444.585314
  nChanged 20
		SP:Iteration 25Q (46364.100000 sec): 3 clusters
  Score: Raw -395092.024744 + Penalty 2633.340588 = -392458.684156
  nChanged 23
		SP:Iteration 26Q (46364.260000 sec): 3 clusters
  Score: Raw -395106.494225 + Penalty 2633.340588 = -392473.153637
  nChanged 23
		SP:Iteration 27Q (46364.480000 sec): 3 clusters
  Score: Raw -395117.021132 + Penalty 2633.340588 = -392483.680544
  nChanged 17
		SP:Iteration 28Q (46364.630000 sec): 3 clusters
  Score: Raw -395122.613368 + Penalty 2633.340588 = -392489.272779
  nChanged 10
		SP:Iteration 29Q (46364.820000 sec): 3 clusters
  Score: Raw -395125.757901 + Penalty 2633.340588 = -392492.417313
  nChanged 3
		SP:Iteration 30Q (46365.010000 sec): 3 clusters
  Score: Raw -395126.304608 + Penalty 2633.340588 = -392492.964019
  nChanged 1
		SP:Iteration 31Q (46365.210000 sec): 3 clusters
  Score: Raw -395126.713732 + Penalty 2633.340588 = -392493.373144
  nChanged 3
		SP:Iteration 32Q (46365.430000 sec): 3 clusters
  Score: Raw -395128.067588 + Penalty 2633.340588 = -392494.727000
  nChanged 2
		SP:Iteration 33Q (46365.590000 sec): 3 clusters
  Score: Raw -395128.524800 + Penalty 2633.340588 = -392495.184211
  nChanged 3
		SP:Iteration 34Q (46365.790000 sec): 3 clusters
  Score: Raw -395129.528476 + Penalty 2633.340588 = -392496.187888
  nChanged 3
		SP:Iteration 35Q (46365.950000 sec): 3 clusters
  Score: Raw -395130.876507 + Penalty 2633.340588 = -392497.535918
  nChanged 1
		SP:Iteration 36Q (46366.140000 sec): 3 clusters
  Score: Raw -395131.247210 + Penalty 2633.340588 = -392497.906622
  nChanged 3
		SP:Iteration 37Q (46366.320000 sec): 3 clusters
  Score: Raw -395132.641748 + Penalty 2633.340588 = -392499.301159
  nChanged 2
		SP:Iteration 38Q (46366.480000 sec): 3 clusters
  Score: Raw -395133.550397 + Penalty 2633.340588 = -392500.209809
  nChanged 0
		SP:Iteration 39F (46366.650000 sec): 3 clusters
  Score: Raw -395133.550397 + Penalty 2633.340588 = -392500.209809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46366.780000 sec): 2 clusters
  Score: Raw -644659.976766 + Penalty 1395.008047 = -643264.968718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46367.000000 sec): 3 clusters
  Score: Raw -641870.752922 + Penalty 2790.016095 = -639080.736827
  nChanged 2148
		SP:Iteration 1F (46367.170000 sec): 3 clusters
  Score: Raw -643037.423804 + Penalty 2790.016095 = -640247.407709
  nChanged 370
		SP:Iteration 2F (46367.380000 sec): 3 clusters
  Score: Raw -643271.852044 + Penalty 2790.016095 = -640481.835949
  nChanged 324
		SP:Iteration 3F (46367.540000 sec): 3 clusters
  Score: Raw -643481.818140 + Penalty 2790.016095 = -640691.802046
  nChanged 274
		SP:Iteration 4F (46367.700000 sec): 3 clusters
  Score: Raw -643656.352472 + Penalty 2790.016095 = -640866.336377
  nChanged 277
		SP:Iteration 5F (46367.900000 sec): 3 clusters
  Score: Raw -643901.080664 + Penalty 2790.016095 = -641111.064569
  nChanged 317
		SP:Iteration 6F (46368.080000 sec): 3 clusters
  Score: Raw -644189.952428 + Penalty 2790.016095 = -641399.936334
  nChanged 349
		SP:Iteration 7F (46368.270000 sec): 3 clusters
  Score: Raw -644509.836400 + Penalty 2790.016095 = -641719.820306
  nChanged 328
		SP:Iteration 8F (46368.490000 sec): 3 clusters
  Score: Raw -644811.557246 + Penalty 2790.016095 = -642021.541151
  nChanged 290
		SP:Iteration 9F (46368.660000 sec): 3 clusters
  Score: Raw -645027.571846 + Penalty 2790.016095 = -642237.555751
  nChanged 228
		SP:Iteration 10Q (46368.830000 sec): 3 clusters
  Score: Raw -645175.057407 + Penalty 2790.016095 = -642385.041312
  nChanged 147
		SP:Iteration 11Q (46369.040000 sec): 3 clusters
  Score: Raw -645237.044454 + Penalty 2790.016095 = -642447.028359
  nChanged 89
		SP:Iteration 12Q (46369.250000 sec): 3 clusters
  Score: Raw -645265.608086 + Penalty 2790.016095 = -642475.591991
  nChanged 59
		SP:Iteration 13Q (46369.400000 sec): 3 clusters
  Score: Raw -645282.965613 + Penalty 2790.016095 = -642492.949519
  nChanged 44
		SP:Iteration 14Q (46369.630000 sec): 3 clusters
  Score: Raw -645295.408623 + Penalty 2790.016095 = -642505.392528
  nChanged 36
		SP:Iteration 15Q (46369.780000 sec): 3 clusters
  Score: Raw -645302.378644 + Penalty 2790.016095 = -642512.362549
  nChanged 22
		SP:Iteration 16Q (46370.000000 sec): 3 clusters
  Score: Raw -645306.011719 + Penalty 2790.016095 = -642515.995624
  nChanged 12
		SP:Iteration 17Q (46370.160000 sec): 3 clusters
  Score: Raw -645307.954797 + Penalty 2790.016095 = -642517.938703
  nChanged 10
		SP:Iteration 18Q (46370.320000 sec): 3 clusters
  Score: Raw -645309.696302 + Penalty 2790.016095 = -642519.680208
  nChanged 9
		SP:Iteration 19Q (46370.530000 sec): 3 clusters
  Score: Raw -645310.965055 + Penalty 2790.016095 = -642520.948961
  nChanged 5
		SP:Iteration 20F (46370.710000 sec): 3 clusters
  Score: Raw -645311.842639 + Penalty 2790.016095 = -642521.826544
  nChanged 8
		SP:Iteration 21Q (46370.900000 sec): 3 clusters
  Score: Raw -645313.433985 + Penalty 2790.016095 = -642523.417890
  nChanged 4
		SP:Iteration 22Q (46371.060000 sec): 3 clusters
  Score: Raw -645314.099164 + Penalty 2790.016095 = -642524.083070
  nChanged 3
		SP:Iteration 23Q (46371.280000 sec): 3 clusters
  Score: Raw -645314.421633 + Penalty 2790.016095 = -642524.405539
  nChanged 1
		SP:Iteration 24Q (46371.430000 sec): 3 clusters
  Score: Raw -645314.542158 + Penalty 2790.016095 = -642524.526063
  nChanged 0
		SP:Iteration 25F (46371.600000 sec): 3 clusters
  Score: Raw -645314.542158 + Penalty 2790.016095 = -642524.526063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46371.700000 sec): 2 clusters
  Score: Raw -505450.267639 + Penalty 1367.175391 = -504083.092248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46371.900000 sec): 3 clusters
  Score: Raw -503122.874600 + Penalty 2734.350782 = -500388.523818
  nChanged 1784
		SP:Iteration 1F (46372.080000 sec): 3 clusters
  Score: Raw -504160.294056 + Penalty 2734.350782 = -501425.943274
  nChanged 332
		SP:Iteration 2F (46372.280000 sec): 3 clusters
  Score: Raw -504359.621559 + Penalty 2734.350782 = -501625.270777
  nChanged 253
		SP:Iteration 3F (46372.410000 sec): 3 clusters
  Score: Raw -504522.481917 + Penalty 2734.350782 = -501788.131134
  nChanged 235
		SP:Iteration 4F (46372.590000 sec): 3 clusters
  Score: Raw -504675.708291 + Penalty 2734.350782 = -501941.357509
  nChanged 224
		SP:Iteration 5Q (46372.790000 sec): 3 clusters
  Score: Raw -504821.996620 + Penalty 2734.350782 = -502087.645837
  nChanged 198
		SP:Iteration 6Q (46372.950000 sec): 3 clusters
  Score: Raw -504975.865004 + Penalty 2734.350782 = -502241.514222
  nChanged 196
		SP:Iteration 7Q (46373.160000 sec): 3 clusters
  Score: Raw -505152.854786 + Penalty 2734.350782 = -502418.504004
  nChanged 201
		SP:Iteration 8Q (46373.350000 sec): 3 clusters
  Score: Raw -505317.523801 + Penalty 2734.350782 = -502583.173018
  nChanged 163
		SP:Iteration 9Q (46373.550000 sec): 3 clusters
  Score: Raw -505430.582123 + Penalty 2734.350782 = -502696.231340
  nChanged 147
		SP:Iteration 10Q (46373.700000 sec): 3 clusters
  Score: Raw -505522.282302 + Penalty 2734.350782 = -502787.931520
  nChanged 111
		SP:Iteration 11Q (46373.910000 sec): 3 clusters
  Score: Raw -505582.571696 + Penalty 2734.350782 = -502848.220913
  nChanged 94
		SP:Iteration 12Q (46374.090000 sec): 3 clusters
  Score: Raw -505643.511077 + Penalty 2734.350782 = -502909.160295
  nChanged 95
		SP:Iteration 13Q (46374.290000 sec): 3 clusters
  Score: Raw -505701.578929 + Penalty 2734.350782 = -502967.228147
  nChanged 81
		SP:Iteration 14Q (46374.470000 sec): 3 clusters
  Score: Raw -505754.757745 + Penalty 2734.350782 = -503020.406962
  nChanged 79
		SP:Iteration 15Q (46374.670000 sec): 3 clusters
  Score: Raw -505812.774885 + Penalty 2734.350782 = -503078.424102
  nChanged 83
		SP:Iteration 16Q (46374.880000 sec): 3 clusters
  Score: Raw -505864.187268 + Penalty 2734.350782 = -503129.836486
  nChanged 63
		SP:Iteration 17Q (46375.040000 sec): 3 clusters
  Score: Raw -505904.082412 + Penalty 2734.350782 = -503169.731629
  nChanged 52
		SP:Iteration 18Q (46375.220000 sec): 3 clusters
  Score: Raw -505934.290209 + Penalty 2734.350782 = -503199.939426
  nChanged 44
		SP:Iteration 19Q (46375.410000 sec): 3 clusters
  Score: Raw -505955.764666 + Penalty 2734.350782 = -503221.413883
  nChanged 39
		SP:Iteration 20F (46375.610000 sec): 3 clusters
  Score: Raw -505976.053126 + Penalty 2734.350782 = -503241.702344
  nChanged 39
		SP:Iteration 21Q (46375.760000 sec): 3 clusters
  Score: Raw -505997.281081 + Penalty 2734.350782 = -503262.930299
  nChanged 35
		SP:Iteration 22Q (46375.940000 sec): 3 clusters
  Score: Raw -506023.491016 + Penalty 2734.350782 = -503289.140233
  nChanged 42
		SP:Iteration 23Q (46376.110000 sec): 3 clusters
  Score: Raw -506052.080717 + Penalty 2734.350782 = -503317.729935
  nChanged 29
		SP:Iteration 24Q (46376.300000 sec): 3 clusters
  Score: Raw -506067.720554 + Penalty 2734.350782 = -503333.369771
  nChanged 21
		SP:Iteration 25Q (46376.500000 sec): 3 clusters
  Score: Raw -506079.751529 + Penalty 2734.350782 = -503345.400747
  nChanged 17
		SP:Iteration 26Q (46376.720000 sec): 3 clusters
  Score: Raw -506086.823213 + Penalty 2734.350782 = -503352.472431
  nChanged 10
		SP:Iteration 27Q (46376.900000 sec): 3 clusters
  Score: Raw -506091.009489 + Penalty 2734.350782 = -503356.658707
  nChanged 10
		SP:Iteration 28Q (46377.100000 sec): 3 clusters
  Score: Raw -506094.432310 + Penalty 2734.350782 = -503360.081527
  nChanged 8
		SP:Iteration 29Q (46377.250000 sec): 3 clusters
  Score: Raw -506098.672650 + Penalty 2734.350782 = -503364.321868
  nChanged 10
		SP:Iteration 30Q (46377.440000 sec): 3 clusters
  Score: Raw -506107.544619 + Penalty 2734.350782 = -503373.193837
  nChanged 18
		SP:Iteration 31Q (46377.620000 sec): 3 clusters
  Score: Raw -506118.676730 + Penalty 2734.350782 = -503384.325947
  nChanged 18
		SP:Iteration 32Q (46377.830000 sec): 3 clusters
  Score: Raw -506130.479507 + Penalty 2734.350782 = -503396.128725
  nChanged 16
		SP:Iteration 33Q (46378.030000 sec): 3 clusters
  Score: Raw -506138.426753 + Penalty 2734.350782 = -503404.075971
  nChanged 14
		SP:Iteration 34Q (46378.210000 sec): 3 clusters
  Score: Raw -506143.459971 + Penalty 2734.350782 = -503409.109189
  nChanged 10
		SP:Iteration 35Q (46378.400000 sec): 3 clusters
  Score: Raw -506147.647971 + Penalty 2734.350782 = -503413.297188
  nChanged 16
		SP:Iteration 36Q (46378.560000 sec): 3 clusters
  Score: Raw -506157.763735 + Penalty 2734.350782 = -503423.412953
  nChanged 25
		SP:Iteration 37Q (46378.740000 sec): 3 clusters
  Score: Raw -506173.499949 + Penalty 2734.350782 = -503439.149166
  nChanged 25
		SP:Iteration 38Q (46378.940000 sec): 3 clusters
  Score: Raw -506188.641877 + Penalty 2734.350782 = -503454.291095
  nChanged 17
		SP:Iteration 39Q (46379.140000 sec): 3 clusters
  Score: Raw -506198.525693 + Penalty 2734.350782 = -503464.174911
  nChanged 9
		SP:Iteration 40F (46379.320000 sec): 3 clusters
  Score: Raw -506203.351509 + Penalty 2734.350782 = -503469.000726
  nChanged 10
		SP:Iteration 41Q (46379.480000 sec): 3 clusters
  Score: Raw -506207.667237 + Penalty 2734.350782 = -503473.316454
  nChanged 6
		SP:Iteration 42Q (46379.670000 sec): 3 clusters
  Score: Raw -506210.405175 + Penalty 2734.350782 = -503476.054393
  nChanged 6
		SP:Iteration 43Q (46379.880000 sec): 3 clusters
  Score: Raw -506213.745487 + Penalty 2734.350782 = -503479.394705
  nChanged 4
		SP:Iteration 44Q (46380.040000 sec): 3 clusters
  Score: Raw -506214.849781 + Penalty 2734.350782 = -503480.498998
  nChanged 1
		SP:Iteration 45Q (46380.220000 sec): 3 clusters
  Score: Raw -506215.117713 + Penalty 2734.350782 = -503480.766930
  nChanged 0
		SP:Iteration 46F (46380.400000 sec): 3 clusters
  Score: Raw -506215.117713 + Penalty 2734.350782 = -503480.766930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46380.490000 sec): 2 clusters
  Score: Raw -235254.228788 + Penalty 1243.847024 = -234010.381763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46380.680000 sec): 3 clusters
  Score: Raw -234317.549193 + Penalty 2487.694049 = -231829.855144
  nChanged 746
		SP:Iteration 1F (46380.880000 sec): 3 clusters
  Score: Raw -234909.465482 + Penalty 2487.694049 = -232421.771433
  nChanged 194
		SP:Iteration 2F (46381.070000 sec): 3 clusters
  Score: Raw -235087.804934 + Penalty 2487.694049 = -232600.110886
  nChanged 123
		SP:Iteration 3F (46381.240000 sec): 3 clusters
  Score: Raw -235192.813936 + Penalty 2487.694049 = -232705.119887
  nChanged 101
		SP:Iteration 4Q (46381.440000 sec): 3 clusters
  Score: Raw -235301.223825 + Penalty 2487.694049 = -232813.529776
  nChanged 97
		SP:Iteration 5Q (46381.600000 sec): 3 clusters
  Score: Raw -235415.529202 + Penalty 2487.694049 = -232927.835153
  nChanged 103
		SP:Iteration 6Q (46381.790000 sec): 3 clusters
  Score: Raw -235537.064412 + Penalty 2487.694049 = -233049.370364
  nChanged 85
		SP:Iteration 7Q (46382.000000 sec): 3 clusters
  Score: Raw -235630.706429 + Penalty 2487.694049 = -233143.012380
  nChanged 86
		SP:Iteration 8Q (46382.150000 sec): 3 clusters
  Score: Raw -235729.220798 + Penalty 2487.694049 = -233241.526749
  nChanged 81
		SP:Iteration 9Q (46382.320000 sec): 3 clusters
  Score: Raw -235806.320930 + Penalty 2487.694049 = -233318.626882
  nChanged 58
		SP:Iteration 10Q (46382.520000 sec): 3 clusters
  Score: Raw -235859.256362 + Penalty 2487.694049 = -233371.562313
  nChanged 42
		SP:Iteration 11Q (46382.710000 sec): 3 clusters
  Score: Raw -235896.015904 + Penalty 2487.694049 = -233408.321855
  nChanged 39
		SP:Iteration 12Q (46382.860000 sec): 3 clusters
  Score: Raw -235929.463672 + Penalty 2487.694049 = -233441.769623
  nChanged 44
		SP:Iteration 13Q (46383.060000 sec): 3 clusters
  Score: Raw -235973.948275 + Penalty 2487.694049 = -233486.254227
  nChanged 42
		SP:Iteration 14Q (46383.240000 sec): 3 clusters
  Score: Raw -236015.234632 + Penalty 2487.694049 = -233527.540583
  nChanged 35
		SP:Iteration 15Q (46383.400000 sec): 3 clusters
  Score: Raw -236044.560970 + Penalty 2487.694049 = -233556.866922
  nChanged 26
		SP:Iteration 16Q (46383.590000 sec): 3 clusters
  Score: Raw -236065.435247 + Penalty 2487.694049 = -233577.741199
  nChanged 27
		SP:Iteration 17Q (46383.760000 sec): 3 clusters
  Score: Raw -236092.052999 + Penalty 2487.694049 = -233604.358951
  nChanged 29
		SP:Iteration 18Q (46383.910000 sec): 3 clusters
  Score: Raw -236112.867595 + Penalty 2487.694049 = -233625.173546
  nChanged 19
		SP:Iteration 19Q (46384.120000 sec): 3 clusters
  Score: Raw -236129.279822 + Penalty 2487.694049 = -233641.585773
  nChanged 17
		SP:Iteration 20F (46384.320000 sec): 3 clusters
  Score: Raw -236154.330595 + Penalty 2487.694049 = -233666.636547
  nChanged 19
		SP:Iteration 21Q (46384.420000 sec): 3 clusters
  Score: Raw -236172.987054 + Penalty 2487.694049 = -233685.293006
  nChanged 16
		SP:Iteration 22Q (46384.580000 sec): 3 clusters
  Score: Raw -236185.771751 + Penalty 2487.694049 = -233698.077702
  nChanged 21
		SP:Iteration 23Q (46384.730000 sec): 3 clusters
  Score: Raw -236206.110106 + Penalty 2487.694049 = -233718.416057
  nChanged 17
		SP:Iteration 24Q (46384.930000 sec): 3 clusters
  Score: Raw -236222.403106 + Penalty 2487.694049 = -233734.709057
  nChanged 19
		SP:Iteration 25Q (46385.120000 sec): 3 clusters
  Score: Raw -236240.287160 + Penalty 2487.694049 = -233752.593111
  nChanged 18
		SP:Iteration 26Q (46385.270000 sec): 3 clusters
  Score: Raw -236255.390878 + Penalty 2487.694049 = -233767.696830
  nChanged 13
		SP:Iteration 27Q (46385.400000 sec): 3 clusters
  Score: Raw -236264.516102 + Penalty 2487.694049 = -233776.822054
  nChanged 6
		SP:Iteration 28Q (46385.590000 sec): 3 clusters
  Score: Raw -236266.621356 + Penalty 2487.694049 = -233778.927307
  nChanged 5
		SP:Iteration 29Q (46385.770000 sec): 3 clusters
  Score: Raw -236268.837186 + Penalty 2487.694049 = -233781.143138
  nChanged 3
		SP:Iteration 30Q (46385.940000 sec): 3 clusters
  Score: Raw -236270.240225 + Penalty 2487.694049 = -233782.546176
  nChanged 1
		SP:Iteration 31Q (46386.140000 sec): 3 clusters
  Score: Raw -236270.649615 + Penalty 2487.694049 = -233782.955566
  nChanged 0
		SP:Iteration 32F (46386.310000 sec): 3 clusters
  Score: Raw -236270.649615 + Penalty 2487.694049 = -233782.955566
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46386.430000 sec): 2 clusters
  Score: Raw -635537.399086 + Penalty 1398.494403 = -634138.904683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46386.630000 sec): 3 clusters
  Score: Raw -632648.464846 + Penalty 2796.988805 = -629851.476041
  nChanged 2235
		SP:Iteration 1F (46386.790000 sec): 3 clusters
  Score: Raw -633996.726965 + Penalty 2796.988805 = -631199.738160
  nChanged 418
		SP:Iteration 2F (46386.970000 sec): 3 clusters
  Score: Raw -634303.424271 + Penalty 2796.988805 = -631506.435466
  nChanged 370
		SP:Iteration 3F (46387.160000 sec): 3 clusters
  Score: Raw -634604.121250 + Penalty 2796.988805 = -631807.132445
  nChanged 368
		SP:Iteration 4F (46387.380000 sec): 3 clusters
  Score: Raw -634959.467188 + Penalty 2796.988805 = -632162.478383
  nChanged 353
		SP:Iteration 5F (46387.550000 sec): 3 clusters
  Score: Raw -635301.578352 + Penalty 2796.988805 = -632504.589546
  nChanged 334
		SP:Iteration 6F (46387.780000 sec): 3 clusters
  Score: Raw -635590.530313 + Penalty 2796.988805 = -632793.541508
  nChanged 260
		SP:Iteration 7Q (46387.930000 sec): 3 clusters
  Score: Raw -635770.057268 + Penalty 2796.988805 = -632973.068463
  nChanged 208
		SP:Iteration 8Q (46388.150000 sec): 3 clusters
  Score: Raw -635895.852078 + Penalty 2796.988805 = -633098.863273
  nChanged 163
		SP:Iteration 9Q (46388.330000 sec): 3 clusters
  Score: Raw -635983.391147 + Penalty 2796.988805 = -633186.402342
  nChanged 120
		SP:Iteration 10Q (46388.500000 sec): 3 clusters
  Score: Raw -636049.339045 + Penalty 2796.988805 = -633252.350240
  nChanged 117
		SP:Iteration 11Q (46388.680000 sec): 3 clusters
  Score: Raw -636106.391921 + Penalty 2796.988805 = -633309.403116
  nChanged 95
		SP:Iteration 12Q (46388.850000 sec): 3 clusters
  Score: Raw -636147.669694 + Penalty 2796.988805 = -633350.680889
  nChanged 63
		SP:Iteration 13Q (46389.010000 sec): 3 clusters
  Score: Raw -636172.567887 + Penalty 2796.988805 = -633375.579081
  nChanged 54
		SP:Iteration 14Q (46389.220000 sec): 3 clusters
  Score: Raw -636196.083364 + Penalty 2796.988805 = -633399.094559
  nChanged 37
		SP:Iteration 15Q (46389.420000 sec): 3 clusters
  Score: Raw -636209.769643 + Penalty 2796.988805 = -633412.780838
  nChanged 25
		SP:Iteration 16Q (46389.630000 sec): 3 clusters
  Score: Raw -636217.556539 + Penalty 2796.988805 = -633420.567734
  nChanged 27
		SP:Iteration 17Q (46389.800000 sec): 3 clusters
  Score: Raw -636224.800564 + Penalty 2796.988805 = -633427.811759
  nChanged 19
		SP:Iteration 18Q (46389.990000 sec): 3 clusters
  Score: Raw -636228.723857 + Penalty 2796.988805 = -633431.735052
  nChanged 18
		SP:Iteration 19Q (46390.180000 sec): 3 clusters
  Score: Raw -636233.434923 + Penalty 2796.988805 = -633436.446118
  nChanged 18
		SP:Iteration 20F (46390.370000 sec): 3 clusters
  Score: Raw -636237.042601 + Penalty 2796.988805 = -633440.053795
  nChanged 14
		SP:Iteration 21Q (46390.570000 sec): 3 clusters
  Score: Raw -636240.521343 + Penalty 2796.988805 = -633443.532538
  nChanged 9
		SP:Iteration 22Q (46390.780000 sec): 3 clusters
  Score: Raw -636241.972838 + Penalty 2796.988805 = -633444.984033
  nChanged 3
		SP:Iteration 23Q (46390.980000 sec): 3 clusters
  Score: Raw -636242.416610 + Penalty 2796.988805 = -633445.427805
  nChanged 3
		SP:Iteration 24Q (46391.140000 sec): 3 clusters
  Score: Raw -636243.350922 + Penalty 2796.988805 = -633446.362117
  nChanged 4
		SP:Iteration 25Q (46391.280000 sec): 3 clusters
  Score: Raw -636244.075323 + Penalty 2796.988805 = -633447.086518
  nChanged 3
		SP:Iteration 26Q (46391.490000 sec): 3 clusters
  Score: Raw -636244.667710 + Penalty 2796.988805 = -633447.678905
  nChanged 3
		SP:Iteration 27Q (46391.660000 sec): 3 clusters
  Score: Raw -636245.036456 + Penalty 2796.988805 = -633448.047651
  nChanged 2
		SP:Iteration 28Q (46391.860000 sec): 3 clusters
  Score: Raw -636245.259085 + Penalty 2796.988805 = -633448.270279
  nChanged 0
		SP:Iteration 29F (46392.070000 sec): 3 clusters
  Score: Raw -636245.259085 + Penalty 2796.988805 = -633448.270279
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46392.190000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46392.350000 sec): 3 clusters
  Score: Raw -189803.172298 + Penalty 2405.796744 = -187397.375553
  nChanged 525
		SP:Iteration 1F (46392.530000 sec): 3 clusters
  Score: Raw -190202.495279 + Penalty 2405.796744 = -187796.698535
  nChanged 148
		SP:Iteration 2F (46392.740000 sec): 3 clusters
  Score: Raw -190331.846655 + Penalty 2405.796744 = -187926.049911
  nChanged 88
		SP:Iteration 3F (46392.910000 sec): 3 clusters
  Score: Raw -190417.398636 + Penalty 2405.796744 = -188011.601892
  nChanged 67
		SP:Iteration 4Q (46393.070000 sec): 3 clusters
  Score: Raw -190483.615345 + Penalty 2405.796744 = -188077.818600
  nChanged 54
		SP:Iteration 5Q (46393.250000 sec): 3 clusters
  Score: Raw -190528.993043 + Penalty 2405.796744 = -188123.196299
  nChanged 38
		SP:Iteration 6Q (46393.420000 sec): 3 clusters
  Score: Raw -190558.853170 + Penalty 2405.796744 = -188153.056425
  nChanged 37
		SP:Iteration 7Q (46393.590000 sec): 3 clusters
  Score: Raw -190589.202141 + Penalty 2405.796744 = -188183.405397
  nChanged 34
		SP:Iteration 8Q (46393.810000 sec): 3 clusters
  Score: Raw -190616.595406 + Penalty 2405.796744 = -188210.798661
  nChanged 21
		SP:Iteration 9Q (46393.950000 sec): 3 clusters
  Score: Raw -190635.053981 + Penalty 2405.796744 = -188229.257237
  nChanged 17
		SP:Iteration 10Q (46394.160000 sec): 3 clusters
  Score: Raw -190650.292922 + Penalty 2405.796744 = -188244.496178
  nChanged 11
		SP:Iteration 11Q (46394.300000 sec): 3 clusters
  Score: Raw -190658.814993 + Penalty 2405.796744 = -188253.018249
  nChanged 10
		SP:Iteration 12Q (46394.490000 sec): 3 clusters
  Score: Raw -190666.376843 + Penalty 2405.796744 = -188260.580098
  nChanged 14
		SP:Iteration 13Q (46394.720000 sec): 3 clusters
  Score: Raw -190682.726522 + Penalty 2405.796744 = -188276.929778
  nChanged 10
		SP:Iteration 14Q (46394.870000 sec): 3 clusters
  Score: Raw -190691.170759 + Penalty 2405.796744 = -188285.374014
  nChanged 11
		SP:Iteration 15Q (46395.010000 sec): 3 clusters
  Score: Raw -190701.724541 + Penalty 2405.796744 = -188295.927797
  nChanged 9
		SP:Iteration 16Q (46395.190000 sec): 3 clusters
  Score: Raw -190710.300966 + Penalty 2405.796744 = -188304.504222
  nChanged 6
		SP:Iteration 17Q (46395.370000 sec): 3 clusters
  Score: Raw -190715.616553 + Penalty 2405.796744 = -188309.819808
  nChanged 4
		SP:Iteration 18Q (46395.570000 sec): 3 clusters
  Score: Raw -190722.727629 + Penalty 2405.796744 = -188316.930885
  nChanged 7
		SP:Iteration 19Q (46395.690000 sec): 3 clusters
  Score: Raw -190734.920817 + Penalty 2405.796744 = -188329.124072
  nChanged 13
		SP:Iteration 20F (46395.840000 sec): 3 clusters
  Score: Raw -190749.121946 + Penalty 2405.796744 = -188343.325201
  nChanged 8
		SP:Iteration 21Q (46396.020000 sec): 3 clusters
  Score: Raw -190758.107806 + Penalty 2405.796744 = -188352.311061
  nChanged 5
		SP:Iteration 22Q (46396.200000 sec): 3 clusters
  Score: Raw -190764.948389 + Penalty 2405.796744 = -188359.151645
  nChanged 5
		SP:Iteration 23Q (46396.370000 sec): 3 clusters
  Score: Raw -190771.895021 + Penalty 2405.796744 = -188366.098277
  nChanged 10
		SP:Iteration 24Q (46396.490000 sec): 3 clusters
  Score: Raw -190779.639531 + Penalty 2405.796744 = -188373.842787
  nChanged 7
		SP:Iteration 25Q (46396.670000 sec): 3 clusters
  Score: Raw -190783.335717 + Penalty 2405.796744 = -188377.538973
  nChanged 4
		SP:Iteration 26Q (46396.810000 sec): 3 clusters
  Score: Raw -190787.970491 + Penalty 2405.796744 = -188382.173747
  nChanged 3
		SP:Iteration 27Q (46397.010000 sec): 3 clusters
  Score: Raw -190789.545560 + Penalty 2405.796744 = -188383.748816
  nChanged 1
		SP:Iteration 28Q (46397.160000 sec): 3 clusters
  Score: Raw -190790.160981 + Penalty 2405.796744 = -188384.364237
  nChanged 2
		SP:Iteration 29Q (46397.370000 sec): 3 clusters
  Score: Raw -190792.729559 + Penalty 2405.796744 = -188386.932815
  nChanged 4
		SP:Iteration 30Q (46397.550000 sec): 3 clusters
  Score: Raw -190796.748958 + Penalty 2405.796744 = -188390.952214
  nChanged 1
		SP:Iteration 31Q (46397.730000 sec): 3 clusters
  Score: Raw -190797.162022 + Penalty 2405.796744 = -188391.365278
  nChanged 0
		SP:Iteration 32F (46397.900000 sec): 3 clusters
  Score: Raw -190797.162022 + Penalty 2405.796744 = -188391.365278
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46398.000000 sec): 2 clusters
  Score: Raw -90673.222823 + Penalty 1094.371145 = -89578.851678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46398.170000 sec): 3 clusters
  Score: Raw -90482.129798 + Penalty 2188.742289 = -88293.387508
  nChanged 264
		SP:Iteration 1F (46398.350000 sec): 3 clusters
  Score: Raw -90864.429923 + Penalty 2188.742289 = -88675.687634
  nChanged 72
		SP:Iteration 2F (46398.510000 sec): 3 clusters
  Score: Raw -91016.429387 + Penalty 2188.742289 = -88827.687097
  nChanged 50
		SP:Iteration 3F (46398.690000 sec): 3 clusters
  Score: Raw -91108.976749 + Penalty 2188.742289 = -88920.234460
  nChanged 34
		SP:Iteration 4Q (46398.880000 sec): 3 clusters
  Score: Raw -91150.715305 + Penalty 2188.742289 = -88961.973016
  nChanged 14
		SP:Iteration 5Q (46399.080000 sec): 3 clusters
  Score: Raw -91181.995385 + Penalty 2188.742289 = -88993.253096
  nChanged 17
		SP:Iteration 6Q (46399.240000 sec): 3 clusters
  Score: Raw -91208.057252 + Penalty 2188.742289 = -89019.314963
  nChanged 19
		SP:Iteration 7Q (46399.440000 sec): 3 clusters
  Score: Raw -91247.197346 + Penalty 2188.742289 = -89058.455056
  nChanged 18
		SP:Iteration 8Q (46399.620000 sec): 3 clusters
  Score: Raw -91279.612997 + Penalty 2188.742289 = -89090.870708
  nChanged 15
		SP:Iteration 9Q (46399.840000 sec): 3 clusters
  Score: Raw -91302.715739 + Penalty 2188.742289 = -89113.973450
  nChanged 11
		SP:Iteration 10Q (46399.990000 sec): 3 clusters
  Score: Raw -91315.101958 + Penalty 2188.742289 = -89126.359669
  nChanged 8
		SP:Iteration 11Q (46400.170000 sec): 3 clusters
  Score: Raw -91324.494871 + Penalty 2188.742289 = -89135.752581
  nChanged 6
		SP:Iteration 12Q (46400.330000 sec): 3 clusters
  Score: Raw -91333.049201 + Penalty 2188.742289 = -89144.306912
  nChanged 4
		SP:Iteration 13Q (46400.540000 sec): 3 clusters
  Score: Raw -91342.040943 + Penalty 2188.742289 = -89153.298654
  nChanged 9
		SP:Iteration 14Q (46400.700000 sec): 3 clusters
  Score: Raw -91348.180729 + Penalty 2188.742289 = -89159.438440
  nChanged 3
		SP:Iteration 15Q (46400.870000 sec): 3 clusters
  Score: Raw -91352.486028 + Penalty 2188.742289 = -89163.743739
  nChanged 1
		SP:Iteration 16Q (46401.060000 sec): 3 clusters
  Score: Raw -91352.765360 + Penalty 2188.742289 = -89164.023071
  nChanged 0
		SP:Iteration 17F (46401.220000 sec): 3 clusters
  Score: Raw -91352.765360 + Penalty 2188.742289 = -89164.023071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46401.310000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46401.490000 sec): 3 clusters
  Score: Raw -62279.637382 + Penalty 2034.363976 = -60245.273406
  nChanged 119
		SP:Iteration 1F (46401.630000 sec): 3 clusters
  Score: Raw -62424.108671 + Penalty 2034.363976 = -60389.744695
  nChanged 29
		SP:Iteration 2F (46401.830000 sec): 3 clusters
  Score: Raw -62465.852839 + Penalty 2034.363976 = -60431.488863
  nChanged 14
		SP:Iteration 3Q (46401.990000 sec): 3 clusters
  Score: Raw -62488.447880 + Penalty 2034.363976 = -60454.083904
  nChanged 4
		SP:Iteration 4Q (46402.160000 sec): 3 clusters
  Score: Raw -62494.126095 + Penalty 2034.363976 = -60459.762119
  nChanged 5
		SP:Iteration 5Q (46402.320000 sec): 3 clusters
  Score: Raw -62500.296929 + Penalty 2034.363976 = -60465.932953
  nChanged 5
		SP:Iteration 6Q (46402.500000 sec): 3 clusters
  Score: Raw -62507.482732 + Penalty 2034.363976 = -60473.118756
  nChanged 1
		SP:Iteration 7Q (46402.690000 sec): 3 clusters
  Score: Raw -62508.888237 + Penalty 2034.363976 = -60474.524261
  nChanged 2
		SP:Iteration 8Q (46402.880000 sec): 3 clusters
  Score: Raw -62511.694109 + Penalty 2034.363976 = -60477.330134
  nChanged 1
		SP:Iteration 9Q (46403.060000 sec): 3 clusters
  Score: Raw -62512.592846 + Penalty 2034.363976 = -60478.228870
  nChanged 0
		SP:Iteration 10F (46403.230000 sec): 3 clusters
  Score: Raw -62512.592846 + Penalty 2034.363976 = -60478.228870
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46403.750000 sec): 2 clusters
  Score: Raw -12543246.016602 + Penalty 1875.056237 = -12541370.960365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46404.370000 sec): 3 clusters
  Score: Raw -12476512.334533 + Penalty 3750.112474 = -12472762.222058
  nChanged 49046
		SP:Iteration 1F (46404.980000 sec): 3 clusters
  Score: Raw -12504974.517611 + Penalty 3750.112474 = -12501224.405136
  nChanged 3523
		SP:Iteration 2Q (46405.590000 sec): 3 clusters
  Score: Raw -12506023.018751 + Penalty 3750.112474 = -12502272.906276
  nChanged 4255
		SP:Iteration 3Q (46406.190000 sec): 3 clusters
  Score: Raw -12507686.325027 + Penalty 3750.112474 = -12503936.212553
  nChanged 5418
		SP:Iteration 4F (46406.770000 sec): 3 clusters
  Score: Raw -12510473.822328 + Penalty 3750.112474 = -12506723.709853
  nChanged 6906
		SP:Iteration 5F (46407.340000 sec): 3 clusters
  Score: Raw -12515059.187981 + Penalty 3750.112474 = -12511309.075507
  nChanged 8406
		SP:Iteration 6F (46407.880000 sec): 3 clusters
  Score: Raw -12521949.739179 + Penalty 3750.112474 = -12518199.626705
  nChanged 8719
		SP:Iteration 7F (46408.450000 sec): 3 clusters
  Score: Raw -12530050.827110 + Penalty 3750.112474 = -12526300.714636
  nChanged 6953
		SP:Iteration 8F (46409.030000 sec): 3 clusters
  Score: Raw -12536757.075070 + Penalty 3750.112474 = -12533006.962596
  nChanged 4221
		SP:Iteration 9Q (46409.730000 sec): 3 clusters
  Score: Raw -12540783.351467 + Penalty 3750.112474 = -12537033.238992
  nChanged 1873
		SP:Iteration 10Q (46410.370000 sec): 3 clusters
  Score: Raw -12542461.851441 + Penalty 3750.112474 = -12538711.738967
  nChanged 655
		SP:Iteration 11Q (46411.010000 sec): 3 clusters
  Score: Raw -12543042.057420 + Penalty 3750.112474 = -12539291.944946
  nChanged 225
		SP:Iteration 12Q (46411.600000 sec): 3 clusters
  Score: Raw -12543257.984728 + Penalty 3750.112474 = -12539507.872253
  nChanged 86
		SP:Iteration 13Q (46412.180000 sec): 3 clusters
  Score: Raw -12543354.437155 + Penalty 3750.112474 = -12539604.324680
  nChanged 35
		SP:Iteration 14Q (46412.750000 sec): 3 clusters
  Score: Raw -12543405.987733 + Penalty 3750.112474 = -12539655.875259
  nChanged 19
		SP:Iteration 15Q (46413.310000 sec): 3 clusters
  Score: Raw -12543423.618416 + Penalty 3750.112474 = -12539673.505942
  nChanged 8
		SP:Iteration 16Q (46413.900000 sec): 3 clusters
  Score: Raw -12543430.784449 + Penalty 3750.112474 = -12539680.671975
  nChanged 5
		SP:Iteration 17Q (46414.520000 sec): 3 clusters
  Score: Raw -12543434.427023 + Penalty 3750.112474 = -12539684.314549
  nChanged 3
		SP:Iteration 18Q (46415.170000 sec): 3 clusters
  Score: Raw -12543436.133057 + Penalty 3750.112474 = -12539686.020583
  nChanged 3
		SP:Iteration 19Q (46415.830000 sec): 3 clusters
  Score: Raw -12543439.030731 + Penalty 3750.112474 = -12539688.918256
  nChanged 4
		SP:Iteration 20F (46416.480000 sec): 3 clusters
  Score: Raw -12543444.819614 + Penalty 3750.112474 = -12539694.707140
  nChanged 2
		SP:Iteration 21Q (46417.150000 sec): 3 clusters
  Score: Raw -12543448.578524 + Penalty 3750.112474 = -12539698.466050
  nChanged 1
		SP:Iteration 22Q (46417.800000 sec): 3 clusters
  Score: Raw -12543451.207577 + Penalty 3750.112474 = -12539701.095102
  nChanged 3
		SP:Iteration 23Q (46418.420000 sec): 3 clusters
  Score: Raw -12543454.982426 + Penalty 3750.112474 = -12539704.869952
  nChanged 3
		SP:Iteration 24Q (46419.030000 sec): 3 clusters
  Score: Raw -12543457.913046 + Penalty 3750.112474 = -12539707.800572
  nChanged 2
		SP:Iteration 25Q (46419.610000 sec): 3 clusters
  Score: Raw -12543459.095410 + Penalty 3750.112474 = -12539708.982936
  nChanged 2
		SP:Iteration 26Q (46420.200000 sec): 3 clusters
  Score: Raw -12543461.229727 + Penalty 3750.112474 = -12539711.117253
  nChanged 0
		SP:Iteration 27F (46420.820000 sec): 3 clusters
  Score: Raw -12543461.229727 + Penalty 3750.112474 = -12539711.117253
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (12740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46421.030000 sec): 2 clusters
  Score: Raw -1546062.309852 + Penalty 1536.031563 = -1544526.278288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46421.230000 sec): 3 clusters
  Score: Raw -1538652.851933 + Penalty 3072.063127 = -1535580.788806
  nChanged 5527
		SP:Iteration 1F (46421.490000 sec): 3 clusters
  Score: Raw -1541718.132314 + Penalty 3072.063127 = -1538646.069187
  nChanged 775
		SP:Iteration 2F (46421.660000 sec): 3 clusters
  Score: Raw -1542076.803374 + Penalty 3072.063127 = -1539004.740247
  nChanged 707
		SP:Iteration 3F (46421.870000 sec): 3 clusters
  Score: Raw -1542446.549181 + Penalty 3072.063127 = -1539374.486054
  nChanged 715
		SP:Iteration 4F (46422.100000 sec): 3 clusters
  Score: Raw -1542885.975171 + Penalty 3072.063127 = -1539813.912044
  nChanged 724
		SP:Iteration 5F (46422.270000 sec): 3 clusters
  Score: Raw -1543318.320903 + Penalty 3072.063127 = -1540246.257776
  nChanged 694
		SP:Iteration 6F (46422.490000 sec): 3 clusters
  Score: Raw -1543761.913442 + Penalty 3072.063127 = -1540689.850315
  nChanged 725
		SP:Iteration 7F (46422.700000 sec): 3 clusters
  Score: Raw -1544320.225503 + Penalty 3072.063127 = -1541248.162376
  nChanged 758
		SP:Iteration 8F (46422.950000 sec): 3 clusters
  Score: Raw -1545002.201377 + Penalty 3072.063127 = -1541930.138250
  nChanged 703
		SP:Iteration 9F (46423.220000 sec): 3 clusters
  Score: Raw -1545607.234973 + Penalty 3072.063127 = -1542535.171846
  nChanged 528
		SP:Iteration 10Q (46423.430000 sec): 3 clusters
  Score: Raw -1546122.414510 + Penalty 3072.063127 = -1543050.351383
  nChanged 409
		SP:Iteration 11Q (46423.670000 sec): 3 clusters
  Score: Raw -1546468.877104 + Penalty 3072.063127 = -1543396.813977
  nChanged 276
		SP:Iteration 12Q (46423.900000 sec): 3 clusters
  Score: Raw -1546696.712010 + Penalty 3072.063127 = -1543624.648883
  nChanged 208
		SP:Iteration 13Q (46424.110000 sec): 3 clusters
  Score: Raw -1546858.605624 + Penalty 3072.063127 = -1543786.542497
  nChanged 150
		SP:Iteration 14Q (46424.350000 sec): 3 clusters
  Score: Raw -1546943.844628 + Penalty 3072.063127 = -1543871.781501
  nChanged 105
		SP:Iteration 15Q (46424.530000 sec): 3 clusters
  Score: Raw -1546998.194235 + Penalty 3072.063127 = -1543926.131108
  nChanged 80
		SP:Iteration 16Q (46424.750000 sec): 3 clusters
  Score: Raw -1547037.698722 + Penalty 3072.063127 = -1543965.635595
  nChanged 74
		SP:Iteration 17Q (46424.970000 sec): 3 clusters
  Score: Raw -1547068.641312 + Penalty 3072.063127 = -1543996.578185
  nChanged 51
		SP:Iteration 18Q (46425.180000 sec): 3 clusters
  Score: Raw -1547096.029699 + Penalty 3072.063127 = -1544023.966572
  nChanged 58
		SP:Iteration 19Q (46425.440000 sec): 3 clusters
  Score: Raw -1547129.444698 + Penalty 3072.063127 = -1544057.381571
  nChanged 53
		SP:Iteration 20F (46425.620000 sec): 3 clusters
  Score: Raw -1547153.183327 + Penalty 3072.063127 = -1544081.120200
  nChanged 52
		SP:Iteration 21Q (46425.870000 sec): 3 clusters
  Score: Raw -1547174.093665 + Penalty 3072.063127 = -1544102.030538
  nChanged 45
		SP:Iteration 22Q (46426.100000 sec): 3 clusters
  Score: Raw -1547190.265722 + Penalty 3072.063127 = -1544118.202595
  nChanged 30
		SP:Iteration 23Q (46426.290000 sec): 3 clusters
  Score: Raw -1547201.170104 + Penalty 3072.063127 = -1544129.106977
  nChanged 34
		SP:Iteration 24Q (46426.560000 sec): 3 clusters
  Score: Raw -1547213.358588 + Penalty 3072.063127 = -1544141.295461
  nChanged 29
		SP:Iteration 25Q (46426.750000 sec): 3 clusters
  Score: Raw -1547224.760437 + Penalty 3072.063127 = -1544152.697310
  nChanged 27
		SP:Iteration 26Q (46427.000000 sec): 3 clusters
  Score: Raw -1547234.618362 + Penalty 3072.063127 = -1544162.555235
  nChanged 28
		SP:Iteration 27Q (46427.190000 sec): 3 clusters
  Score: Raw -1547243.294514 + Penalty 3072.063127 = -1544171.231387
  nChanged 14
		SP:Iteration 28Q (46427.400000 sec): 3 clusters
  Score: Raw -1547246.623205 + Penalty 3072.063127 = -1544174.560078
  nChanged 9
		SP:Iteration 29Q (46427.620000 sec): 3 clusters
  Score: Raw -1547249.406939 + Penalty 3072.063127 = -1544177.343812
  nChanged 13
		SP:Iteration 30Q (46427.840000 sec): 3 clusters
  Score: Raw -1547253.573897 + Penalty 3072.063127 = -1544181.510770
  nChanged 14
		SP:Iteration 31Q (46428.050000 sec): 3 clusters
  Score: Raw -1547257.675069 + Penalty 3072.063127 = -1544185.611942
  nChanged 15
		SP:Iteration 32Q (46428.300000 sec): 3 clusters
  Score: Raw -1547262.120252 + Penalty 3072.063127 = -1544190.057125
  nChanged 11
		SP:Iteration 33Q (46428.500000 sec): 3 clusters
  Score: Raw -1547265.148212 + Penalty 3072.063127 = -1544193.085085
  nChanged 11
		SP:Iteration 34Q (46428.740000 sec): 3 clusters
  Score: Raw -1547267.152198 + Penalty 3072.063127 = -1544195.089071
  nChanged 7
		SP:Iteration 35Q (46428.940000 sec): 3 clusters
  Score: Raw -1547268.975916 + Penalty 3072.063127 = -1544196.912789
  nChanged 7
		SP:Iteration 36Q (46429.160000 sec): 3 clusters
  Score: Raw -1547270.002467 + Penalty 3072.063127 = -1544197.939340
  nChanged 2
		SP:Iteration 37Q (46429.390000 sec): 3 clusters
  Score: Raw -1547270.181831 + Penalty 3072.063127 = -1544198.118704
  nChanged 1
		SP:Iteration 38Q (46429.610000 sec): 3 clusters
  Score: Raw -1547270.279575 + Penalty 3072.063127 = -1544198.216448
  nChanged 0
		SP:Iteration 39F (46429.810000 sec): 3 clusters
  Score: Raw -1547270.279575 + Penalty 3072.063127 = -1544198.216448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46429.930000 sec): 2 clusters
  Score: Raw -141374.454796 + Penalty 1152.947961 = -140221.506835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46430.090000 sec): 3 clusters
  Score: Raw -140942.562708 + Penalty 2305.895923 = -138636.666786
  nChanged 388
		SP:Iteration 1F (46430.250000 sec): 3 clusters
  Score: Raw -141274.825786 + Penalty 2305.895923 = -138968.929863
  nChanged 92
		SP:Iteration 2F (46430.400000 sec): 3 clusters
  Score: Raw -141361.062500 + Penalty 2305.895923 = -139055.166578
  nChanged 53
		SP:Iteration 3Q (46430.600000 sec): 3 clusters
  Score: Raw -141410.486676 + Penalty 2305.895923 = -139104.590754
  nChanged 30
		SP:Iteration 4Q (46430.760000 sec): 3 clusters
  Score: Raw -141432.783362 + Penalty 2305.895923 = -139126.887440
  nChanged 23
		SP:Iteration 5Q (46430.910000 sec): 3 clusters
  Score: Raw -141453.074756 + Penalty 2305.895923 = -139147.178834
  nChanged 20
		SP:Iteration 6Q (46431.100000 sec): 3 clusters
  Score: Raw -141468.085193 + Penalty 2305.895923 = -139162.189270
  nChanged 13
		SP:Iteration 7Q (46431.260000 sec): 3 clusters
  Score: Raw -141476.915517 + Penalty 2305.895923 = -139171.019594
  nChanged 11
		SP:Iteration 8Q (46431.450000 sec): 3 clusters
  Score: Raw -141484.494967 + Penalty 2305.895923 = -139178.599045
  nChanged 9
		SP:Iteration 9Q (46431.630000 sec): 3 clusters
  Score: Raw -141488.542458 + Penalty 2305.895923 = -139182.646535
  nChanged 4
		SP:Iteration 10Q (46431.840000 sec): 3 clusters
  Score: Raw -141490.155308 + Penalty 2305.895923 = -139184.259386
  nChanged 3
		SP:Iteration 11Q (46431.980000 sec): 3 clusters
  Score: Raw -141491.643995 + Penalty 2305.895923 = -139185.748073
  nChanged 1
		SP:Iteration 12Q (46432.160000 sec): 3 clusters
  Score: Raw -141492.769473 + Penalty 2305.895923 = -139186.873550
  nChanged 1
		SP:Iteration 13Q (46432.370000 sec): 3 clusters
  Score: Raw -141493.311223 + Penalty 2305.895923 = -139187.415301
  nChanged 2
		SP:Iteration 14Q (46432.530000 sec): 3 clusters
  Score: Raw -141496.490138 + Penalty 2305.895923 = -139190.594215
  nChanged 5
		SP:Iteration 15Q (46432.720000 sec): 3 clusters
  Score: Raw -141500.785070 + Penalty 2305.895923 = -139194.889147
  nChanged 4
		SP:Iteration 16Q (46432.910000 sec): 3 clusters
  Score: Raw -141502.380624 + Penalty 2305.895923 = -139196.484702
  nChanged 2
		SP:Iteration 17Q (46433.050000 sec): 3 clusters
  Score: Raw -141503.414986 + Penalty 2305.895923 = -139197.519064
  nChanged 4
		SP:Iteration 18Q (46433.180000 sec): 3 clusters
  Score: Raw -141506.187078 + Penalty 2305.895923 = -139200.291156
  nChanged 4
		SP:Iteration 19Q (46433.370000 sec): 3 clusters
  Score: Raw -141508.382239 + Penalty 2305.895923 = -139202.486317
  nChanged 0
		SP:Iteration 20F (46433.550000 sec): 3 clusters
  Score: Raw -141508.382239 + Penalty 2305.895923 = -139202.486317
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46433.650000 sec): 2 clusters
  Score: Raw -509104.729001 + Penalty 1368.468216 = -507736.260785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46433.840000 sec): 3 clusters
  Score: Raw -506766.476252 + Penalty 2736.936431 = -504029.539821
  nChanged 1847
		SP:Iteration 1F (46434.020000 sec): 3 clusters
  Score: Raw -507884.389885 + Penalty 2736.936431 = -505147.453453
  nChanged 383
		SP:Iteration 2F (46434.230000 sec): 3 clusters
  Score: Raw -508161.333573 + Penalty 2736.936431 = -505424.397142
  nChanged 325
		SP:Iteration 3F (46434.420000 sec): 3 clusters
  Score: Raw -508447.798829 + Penalty 2736.936431 = -505710.862397
  nChanged 344
		SP:Iteration 4F (46434.590000 sec): 3 clusters
  Score: Raw -508792.605859 + Penalty 2736.936431 = -506055.669428
  nChanged 311
		SP:Iteration 5F (46434.770000 sec): 3 clusters
  Score: Raw -509081.233834 + Penalty 2736.936431 = -506344.297402
  nChanged 257
		SP:Iteration 6F (46434.990000 sec): 3 clusters
  Score: Raw -509315.810405 + Penalty 2736.936431 = -506578.873973
  nChanged 201
		SP:Iteration 7Q (46435.140000 sec): 3 clusters
  Score: Raw -509514.638494 + Penalty 2736.936431 = -506777.702063
  nChanged 159
		SP:Iteration 8Q (46435.360000 sec): 3 clusters
  Score: Raw -509630.270007 + Penalty 2736.936431 = -506893.333576
  nChanged 114
		SP:Iteration 9Q (46435.550000 sec): 3 clusters
  Score: Raw -509713.040819 + Penalty 2736.936431 = -506976.104388
  nChanged 88
		SP:Iteration 10Q (46435.740000 sec): 3 clusters
  Score: Raw -509790.747431 + Penalty 2736.936431 = -507053.811000
  nChanged 78
		SP:Iteration 11Q (46435.940000 sec): 3 clusters
  Score: Raw -509846.884452 + Penalty 2736.936431 = -507109.948021
  nChanged 66
		SP:Iteration 12Q (46436.120000 sec): 3 clusters
  Score: Raw -509883.684301 + Penalty 2736.936431 = -507146.747870
  nChanged 50
		SP:Iteration 13Q (46436.300000 sec): 3 clusters
  Score: Raw -509902.860732 + Penalty 2736.936431 = -507165.924301
  nChanged 30
		SP:Iteration 14Q (46436.480000 sec): 3 clusters
  Score: Raw -509914.579934 + Penalty 2736.936431 = -507177.643503
  nChanged 19
		SP:Iteration 15Q (46436.660000 sec): 3 clusters
  Score: Raw -509920.416464 + Penalty 2736.936431 = -507183.480032
  nChanged 16
		SP:Iteration 16Q (46436.850000 sec): 3 clusters
  Score: Raw -509925.642341 + Penalty 2736.936431 = -507188.705910
  nChanged 19
		SP:Iteration 17Q (46437.010000 sec): 3 clusters
  Score: Raw -509930.793497 + Penalty 2736.936431 = -507193.857065
  nChanged 12
		SP:Iteration 18Q (46437.210000 sec): 3 clusters
  Score: Raw -509933.107824 + Penalty 2736.936431 = -507196.171393
  nChanged 1
		SP:Iteration 19Q (46437.380000 sec): 3 clusters
  Score: Raw -509933.268182 + Penalty 2736.936431 = -507196.331750
  nChanged 1
		SP:Iteration 20F (46437.580000 sec): 3 clusters
  Score: Raw -509933.450891 + Penalty 2736.936431 = -507196.514460
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46437.680000 sec): 2 clusters
  Score: Raw -144099.608294 + Penalty 1179.491974 = -142920.116319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46437.820000 sec): 3 clusters
  Score: Raw -143586.267353 + Penalty 2358.983949 = -141227.283404
  nChanged 470
		SP:Iteration 1F (46437.950000 sec): 3 clusters
  Score: Raw -144028.405951 + Penalty 2358.983949 = -141669.422002
  nChanged 137
		SP:Iteration 2F (46438.160000 sec): 3 clusters
  Score: Raw -144221.285630 + Penalty 2358.983949 = -141862.301681
  nChanged 87
		SP:Iteration 3F (46438.360000 sec): 3 clusters
  Score: Raw -144337.763228 + Penalty 2358.983949 = -141978.779279
  nChanged 72
		SP:Iteration 4F (46438.500000 sec): 3 clusters
  Score: Raw -144437.663879 + Penalty 2358.983949 = -142078.679930
  nChanged 60
		SP:Iteration 5Q (46438.690000 sec): 3 clusters
  Score: Raw -144504.614665 + Penalty 2358.983949 = -142145.630716
  nChanged 35
		SP:Iteration 6Q (46438.850000 sec): 3 clusters
  Score: Raw -144541.694116 + Penalty 2358.983949 = -142182.710167
  nChanged 23
		SP:Iteration 7Q (46439.040000 sec): 3 clusters
  Score: Raw -144566.682501 + Penalty 2358.983949 = -142207.698552
  nChanged 30
		SP:Iteration 8Q (46439.200000 sec): 3 clusters
  Score: Raw -144603.424405 + Penalty 2358.983949 = -142244.440456
  nChanged 32
		SP:Iteration 9Q (46439.380000 sec): 3 clusters
  Score: Raw -144635.201440 + Penalty 2358.983949 = -142276.217491
  nChanged 24
		SP:Iteration 10Q (46439.540000 sec): 3 clusters
  Score: Raw -144650.060232 + Penalty 2358.983949 = -142291.076283
  nChanged 18
		SP:Iteration 11Q (46439.740000 sec): 3 clusters
  Score: Raw -144663.777503 + Penalty 2358.983949 = -142304.793554
  nChanged 11
		SP:Iteration 12Q (46439.920000 sec): 3 clusters
  Score: Raw -144672.981974 + Penalty 2358.983949 = -142313.998025
  nChanged 3
		SP:Iteration 13Q (46440.080000 sec): 3 clusters
  Score: Raw -144674.700285 + Penalty 2358.983949 = -142315.716336
  nChanged 5
		SP:Iteration 14Q (46440.250000 sec): 3 clusters
  Score: Raw -144678.097928 + Penalty 2358.983949 = -142319.113979
  nChanged 2
		SP:Iteration 15Q (46440.400000 sec): 3 clusters
  Score: Raw -144680.305198 + Penalty 2358.983949 = -142321.321249
  nChanged 3
		SP:Iteration 16Q (46440.560000 sec): 3 clusters
  Score: Raw -144681.887681 + Penalty 2358.983949 = -142322.903732
  nChanged 0
		SP:Iteration 17F (46440.720000 sec): 3 clusters
  Score: Raw -144681.887681 + Penalty 2358.983949 = -142322.903732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46440.830000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46441.020000 sec): 3 clusters
  Score: Raw -134526.745296 + Penalty 2289.026973 = -132237.718324
  nChanged 371
		SP:Iteration 1F (46441.200000 sec): 3 clusters
  Score: Raw -134849.770225 + Penalty 2289.026973 = -132560.743252
  nChanged 87
		SP:Iteration 2F (46441.370000 sec): 3 clusters
  Score: Raw -134943.559687 + Penalty 2289.026973 = -132654.532715
  nChanged 56
		SP:Iteration 3Q (46441.520000 sec): 3 clusters
  Score: Raw -135014.296848 + Penalty 2289.026973 = -132725.269876
  nChanged 44
		SP:Iteration 4Q (46441.690000 sec): 3 clusters
  Score: Raw -135069.291137 + Penalty 2289.026973 = -132780.264165
  nChanged 29
		SP:Iteration 5Q (46441.850000 sec): 3 clusters
  Score: Raw -135112.656309 + Penalty 2289.026973 = -132823.629336
  nChanged 22
		SP:Iteration 6Q (46442.030000 sec): 3 clusters
  Score: Raw -135138.264900 + Penalty 2289.026973 = -132849.237927
  nChanged 17
		SP:Iteration 7Q (46442.230000 sec): 3 clusters
  Score: Raw -135152.821261 + Penalty 2289.026973 = -132863.794289
  nChanged 13
		SP:Iteration 8Q (46442.390000 sec): 3 clusters
  Score: Raw -135162.324703 + Penalty 2289.026973 = -132873.297730
  nChanged 5
		SP:Iteration 9Q (46442.560000 sec): 3 clusters
  Score: Raw -135166.305467 + Penalty 2289.026973 = -132877.278494
  nChanged 3
		SP:Iteration 10Q (46442.720000 sec): 3 clusters
  Score: Raw -135169.245273 + Penalty 2289.026973 = -132880.218300
  nChanged 1
		SP:Iteration 11Q (46442.910000 sec): 3 clusters
  Score: Raw -135169.929465 + Penalty 2289.026973 = -132880.902493
  nChanged 2
		SP:Iteration 12Q (46443.100000 sec): 3 clusters
  Score: Raw -135172.718847 + Penalty 2289.026973 = -132883.691874
  nChanged 2
		SP:Iteration 13Q (46443.280000 sec): 3 clusters
  Score: Raw -135174.040741 + Penalty 2289.026973 = -132885.013768
  nChanged 0
		SP:Iteration 14F (46443.440000 sec): 3 clusters
  Score: Raw -135174.040741 + Penalty 2289.026973 = -132885.013768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46443.540000 sec): 2 clusters
  Score: Raw -729526.786380 + Penalty 1417.472176 = -728109.314204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46443.760000 sec): 3 clusters
  Score: Raw -726237.503173 + Penalty 2834.944353 = -723402.558821
  nChanged 2519
		SP:Iteration 1F (46443.930000 sec): 3 clusters
  Score: Raw -727681.349502 + Penalty 2834.944353 = -724846.405149
  nChanged 450
		SP:Iteration 2F (46444.120000 sec): 3 clusters
  Score: Raw -727913.793705 + Penalty 2834.944353 = -725078.849352
  nChanged 339
		SP:Iteration 3F (46444.340000 sec): 3 clusters
  Score: Raw -728063.679110 + Penalty 2834.944353 = -725228.734757
  nChanged 270
		SP:Iteration 4Q (46444.520000 sec): 3 clusters
  Score: Raw -728190.228718 + Penalty 2834.944353 = -725355.284365
  nChanged 236
		SP:Iteration 5Q (46444.700000 sec): 3 clusters
  Score: Raw -728305.828674 + Penalty 2834.944353 = -725470.884321
  nChanged 225
		SP:Iteration 6Q (46444.920000 sec): 3 clusters
  Score: Raw -728423.458418 + Penalty 2834.944353 = -725588.514065
  nChanged 222
		SP:Iteration 7Q (46445.140000 sec): 3 clusters
  Score: Raw -728541.838998 + Penalty 2834.944353 = -725706.894645
  nChanged 216
		SP:Iteration 8Q (46445.300000 sec): 3 clusters
  Score: Raw -728659.376426 + Penalty 2834.944353 = -725824.432073
  nChanged 203
		SP:Iteration 9Q (46445.480000 sec): 3 clusters
  Score: Raw -728785.540873 + Penalty 2834.944353 = -725950.596520
  nChanged 219
		SP:Iteration 10Q (46445.670000 sec): 3 clusters
  Score: Raw -728923.181574 + Penalty 2834.944353 = -726088.237221
  nChanged 219
		SP:Iteration 11Q (46445.880000 sec): 3 clusters
  Score: Raw -729052.479866 + Penalty 2834.944353 = -726217.535513
  nChanged 188
		SP:Iteration 12Q (46446.060000 sec): 3 clusters
  Score: Raw -729146.703202 + Penalty 2834.944353 = -726311.758849
  nChanged 162
		SP:Iteration 13Q (46446.230000 sec): 3 clusters
  Score: Raw -729218.068199 + Penalty 2834.944353 = -726383.123846
  nChanged 140
		SP:Iteration 14Q (46446.420000 sec): 3 clusters
  Score: Raw -729280.595559 + Penalty 2834.944353 = -726445.651207
  nChanged 114
		SP:Iteration 15Q (46446.620000 sec): 3 clusters
  Score: Raw -729330.963653 + Penalty 2834.944353 = -726496.019300
  nChanged 99
		SP:Iteration 16Q (46446.770000 sec): 3 clusters
  Score: Raw -729376.280715 + Penalty 2834.944353 = -726541.336363
  nChanged 94
		SP:Iteration 17Q (46446.950000 sec): 3 clusters
  Score: Raw -729412.739064 + Penalty 2834.944353 = -726577.794711
  nChanged 81
		SP:Iteration 18Q (46447.140000 sec): 3 clusters
  Score: Raw -729442.644028 + Penalty 2834.944353 = -726607.699675
  nChanged 77
		SP:Iteration 19Q (46447.340000 sec): 3 clusters
  Score: Raw -729472.666140 + Penalty 2834.944353 = -726637.721788
  nChanged 72
		SP:Iteration 20F (46447.560000 sec): 3 clusters
  Score: Raw -729501.671472 + Penalty 2834.944353 = -726666.727119
  nChanged 50
		SP:Iteration 21Q (46447.710000 sec): 3 clusters
  Score: Raw -729516.366381 + Penalty 2834.944353 = -726681.422028
  nChanged 43
		SP:Iteration 22Q (46447.900000 sec): 3 clusters
  Score: Raw -729530.569022 + Penalty 2834.944353 = -726695.624669
  nChanged 41
		SP:Iteration 23Q (46448.100000 sec): 3 clusters
  Score: Raw -729544.076065 + Penalty 2834.944353 = -726709.131712
  nChanged 33
		SP:Iteration 24Q (46448.330000 sec): 3 clusters
  Score: Raw -729553.753673 + Penalty 2834.944353 = -726718.809320
  nChanged 27
		SP:Iteration 25Q (46448.510000 sec): 3 clusters
  Score: Raw -729560.654376 + Penalty 2834.944353 = -726725.710023
  nChanged 26
		SP:Iteration 26Q (46448.710000 sec): 3 clusters
  Score: Raw -729566.731427 + Penalty 2834.944353 = -726731.787074
  nChanged 20
		SP:Iteration 27Q (46448.860000 sec): 3 clusters
  Score: Raw -729571.186369 + Penalty 2834.944353 = -726736.242016
  nChanged 19
		SP:Iteration 28Q (46449.080000 sec): 3 clusters
  Score: Raw -729575.576807 + Penalty 2834.944353 = -726740.632455
  nChanged 21
		SP:Iteration 29Q (46449.280000 sec): 3 clusters
  Score: Raw -729580.412378 + Penalty 2834.944353 = -726745.468025
  nChanged 21
		SP:Iteration 30Q (46449.460000 sec): 3 clusters
  Score: Raw -729585.479913 + Penalty 2834.944353 = -726750.535560
  nChanged 26
		SP:Iteration 31Q (46449.670000 sec): 3 clusters
  Score: Raw -729591.832284 + Penalty 2834.944353 = -726756.887931
  nChanged 24
		SP:Iteration 32Q (46449.870000 sec): 3 clusters
  Score: Raw -729598.423924 + Penalty 2834.944353 = -726763.479571
  nChanged 28
		SP:Iteration 33Q (46450.030000 sec): 3 clusters
  Score: Raw -729606.363239 + Penalty 2834.944353 = -726771.418887
  nChanged 25
		SP:Iteration 34Q (46450.220000 sec): 3 clusters
  Score: Raw -729613.251280 + Penalty 2834.944353 = -726778.306927
  nChanged 26
		SP:Iteration 35Q (46450.410000 sec): 3 clusters
  Score: Raw -729621.170447 + Penalty 2834.944353 = -726786.226094
  nChanged 28
		SP:Iteration 36Q (46450.630000 sec): 3 clusters
  Score: Raw -729629.780057 + Penalty 2834.944353 = -726794.835704
  nChanged 29
		SP:Iteration 37Q (46450.840000 sec): 3 clusters
  Score: Raw -729639.736315 + Penalty 2834.944353 = -726804.791962
  nChanged 26
		SP:Iteration 38Q (46451.010000 sec): 3 clusters
  Score: Raw -729648.254600 + Penalty 2834.944353 = -726813.310247
  nChanged 29
		SP:Iteration 39Q (46451.220000 sec): 3 clusters
  Score: Raw -729656.938019 + Penalty 2834.944353 = -726821.993666
  nChanged 30
		SP:Iteration 40F (46451.400000 sec): 3 clusters
  Score: Raw -729667.154517 + Penalty 2834.944353 = -726832.210164
  nChanged 28
		SP:Iteration 41Q (46451.610000 sec): 3 clusters
  Score: Raw -729676.060985 + Penalty 2834.944353 = -726841.116632
  nChanged 29
		SP:Iteration 42Q (46451.800000 sec): 3 clusters
  Score: Raw -729684.077725 + Penalty 2834.944353 = -726849.133373
  nChanged 21
		SP:Iteration 43Q (46451.970000 sec): 3 clusters
  Score: Raw -729691.017900 + Penalty 2834.944353 = -726856.073548
  nChanged 22
		SP:Iteration 44Q (46452.170000 sec): 3 clusters
  Score: Raw -729696.749034 + Penalty 2834.944353 = -726861.804681
  nChanged 22
		SP:Iteration 45Q (46452.360000 sec): 3 clusters
  Score: Raw -729702.292295 + Penalty 2834.944353 = -726867.347942
  nChanged 19
		SP:Iteration 46Q (46452.580000 sec): 3 clusters
  Score: Raw -729706.743449 + Penalty 2834.944353 = -726871.799097
  nChanged 12
		SP:Iteration 47Q (46452.740000 sec): 3 clusters
  Score: Raw -729709.652315 + Penalty 2834.944353 = -726874.707963
  nChanged 19
		SP:Iteration 48Q (46452.950000 sec): 3 clusters
  Score: Raw -729716.237552 + Penalty 2834.944353 = -726881.293199
  nChanged 22
		SP:Iteration 49Q (46453.160000 sec): 3 clusters
  Score: Raw -729721.903533 + Penalty 2834.944353 = -726886.959181
  nChanged 21
		SP:Iteration 50Q (46453.340000 sec): 3 clusters
  Score: Raw -729727.572215 + Penalty 2834.944353 = -726892.627862
  nChanged 16
		SP:Iteration 51Q (46453.540000 sec): 3 clusters
  Score: Raw -729731.978452 + Penalty 2834.944353 = -726897.034099
  nChanged 22
		SP:Iteration 52Q (46453.740000 sec): 3 clusters
  Score: Raw -729740.227551 + Penalty 2834.944353 = -726905.283198
  nChanged 25
		SP:Iteration 53Q (46453.910000 sec): 3 clusters
  Score: Raw -729747.436251 + Penalty 2834.944353 = -726912.491899
  nChanged 20
		SP:Iteration 54Q (46454.100000 sec): 3 clusters
  Score: Raw -729753.889266 + Penalty 2834.944353 = -726918.944913
  nChanged 24
		SP:Iteration 55Q (46454.340000 sec): 3 clusters
  Score: Raw -729762.974508 + Penalty 2834.944353 = -726928.030155
  nChanged 24
		SP:Iteration 56Q (46454.500000 sec): 3 clusters
  Score: Raw -729769.934561 + Penalty 2834.944353 = -726934.990209
  nChanged 21
		SP:Iteration 57Q (46454.710000 sec): 3 clusters
  Score: Raw -729774.692435 + Penalty 2834.944353 = -726939.748082
  nChanged 9
		SP:Iteration 58Q (46454.890000 sec): 3 clusters
  Score: Raw -729776.797177 + Penalty 2834.944353 = -726941.852824
  nChanged 8
		SP:Iteration 59Q (46455.040000 sec): 3 clusters
  Score: Raw -729778.676864 + Penalty 2834.944353 = -726943.732511
  nChanged 9
		SP:Iteration 60F (46455.200000 sec): 3 clusters
  Score: Raw -729780.603079 + Penalty 2834.944353 = -726945.658726
  nChanged 7
		SP:Iteration 61Q (46455.390000 sec): 3 clusters
  Score: Raw -729782.334453 + Penalty 2834.944353 = -726947.390100
  nChanged 4
		SP:Iteration 62Q (46455.580000 sec): 3 clusters
  Score: Raw -729783.331679 + Penalty 2834.944353 = -726948.387326
  nChanged 3
		SP:Iteration 63Q (46455.790000 sec): 3 clusters
  Score: Raw -729783.964046 + Penalty 2834.944353 = -726949.019693
  nChanged 3
		SP:Iteration 64Q (46455.970000 sec): 3 clusters
  Score: Raw -729784.619329 + Penalty 2834.944353 = -726949.674976
  nChanged 5
		SP:Iteration 65Q (46456.180000 sec): 3 clusters
  Score: Raw -729785.517074 + Penalty 2834.944353 = -726950.572722
  nChanged 3
		SP:Iteration 66Q (46456.350000 sec): 3 clusters
  Score: Raw -729786.152089 + Penalty 2834.944353 = -726951.207737
  nChanged 4
		SP:Iteration 67Q (46456.550000 sec): 3 clusters
  Score: Raw -729787.131489 + Penalty 2834.944353 = -726952.187137
  nChanged 2
		SP:Iteration 68Q (46456.710000 sec): 3 clusters
  Score: Raw -729787.392338 + Penalty 2834.944353 = -726952.447985
  nChanged 1
		SP:Iteration 69Q (46456.950000 sec): 3 clusters
  Score: Raw -729787.537501 + Penalty 2834.944353 = -726952.593148
  nChanged 1
		SP:Iteration 70Q (46457.140000 sec): 3 clusters
  Score: Raw -729787.682087 + Penalty 2834.944353 = -726952.737735
  nChanged 0
		SP:Iteration 71F (46457.320000 sec): 3 clusters
  Score: Raw -729787.682087 + Penalty 2834.944353 = -726952.737735
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46457.420000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46457.610000 sec): 3 clusters
  Score: Raw -163248.823256 + Penalty 2361.945764 = -160886.877492
  nChanged 484
		SP:Iteration 1F (46457.770000 sec): 3 clusters
  Score: Raw -163701.511271 + Penalty 2361.945764 = -161339.565507
  nChanged 135
		SP:Iteration 2F (46457.960000 sec): 3 clusters
  Score: Raw -163916.747623 + Penalty 2361.945764 = -161554.801859
  nChanged 107
		SP:Iteration 3F (46458.150000 sec): 3 clusters
  Score: Raw -164071.798052 + Penalty 2361.945764 = -161709.852288
  nChanged 84
		SP:Iteration 4F (46458.370000 sec): 3 clusters
  Score: Raw -164209.622630 + Penalty 2361.945764 = -161847.676866
  nChanged 72
		SP:Iteration 5F (46458.510000 sec): 3 clusters
  Score: Raw -164350.976355 + Penalty 2361.945764 = -161989.030591
  nChanged 65
		SP:Iteration 6Q (46458.680000 sec): 3 clusters
  Score: Raw -164483.200325 + Penalty 2361.945764 = -162121.254561
  nChanged 47
		SP:Iteration 7Q (46458.870000 sec): 3 clusters
  Score: Raw -164563.423915 + Penalty 2361.945764 = -162201.478151
  nChanged 40
		SP:Iteration 8Q (46459.030000 sec): 3 clusters
  Score: Raw -164607.883913 + Penalty 2361.945764 = -162245.938149
  nChanged 23
		SP:Iteration 9Q (46459.220000 sec): 3 clusters
  Score: Raw -164632.194388 + Penalty 2361.945764 = -162270.248624
  nChanged 12
		SP:Iteration 10Q (46459.350000 sec): 3 clusters
  Score: Raw -164639.757657 + Penalty 2361.945764 = -162277.811893
  nChanged 7
		SP:Iteration 11Q (46459.500000 sec): 3 clusters
  Score: Raw -164642.298356 + Penalty 2361.945764 = -162280.352592
  nChanged 2
		SP:Iteration 12Q (46459.680000 sec): 3 clusters
  Score: Raw -164643.511160 + Penalty 2361.945764 = -162281.565396
  nChanged 3
		SP:Iteration 13Q (46459.820000 sec): 3 clusters
  Score: Raw -164646.294558 + Penalty 2361.945764 = -162284.348794
  nChanged 3
		SP:Iteration 14Q (46459.960000 sec): 3 clusters
  Score: Raw -164648.172835 + Penalty 2361.945764 = -162286.227071
  nChanged 3
		SP:Iteration 15Q (46460.130000 sec): 3 clusters
  Score: Raw -164651.019384 + Penalty 2361.945764 = -162289.073620
  nChanged 2
		SP:Iteration 16Q (46460.290000 sec): 3 clusters
  Score: Raw -164652.546396 + Penalty 2361.945764 = -162290.600632
  nChanged 1
		SP:Iteration 17Q (46460.470000 sec): 3 clusters
  Score: Raw -164653.434978 + Penalty 2361.945764 = -162291.489214
  nChanged 2
		SP:Iteration 18Q (46460.610000 sec): 3 clusters
  Score: Raw -164655.008715 + Penalty 2361.945764 = -162293.062951
  nChanged 0
		SP:Iteration 19F (46460.800000 sec): 3 clusters
  Score: Raw -164655.008715 + Penalty 2361.945764 = -162293.062951
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46460.950000 sec): 2 clusters
  Score: Raw -1456412.580738 + Penalty 1528.393082 = -1454884.187656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46461.150000 sec): 3 clusters
  Score: Raw -1449445.508406 + Penalty 3056.786163 = -1446388.722243
  nChanged 5338
		SP:Iteration 1F (46461.360000 sec): 3 clusters
  Score: Raw -1452346.449872 + Penalty 3056.786163 = -1449289.663708
  nChanged 673
		SP:Iteration 2F (46461.570000 sec): 3 clusters
  Score: Raw -1452610.628293 + Penalty 3056.786163 = -1449553.842129
  nChanged 557
		SP:Iteration 3Q (46461.820000 sec): 3 clusters
  Score: Raw -1452816.393981 + Penalty 3056.786163 = -1449759.607818
  nChanged 465
		SP:Iteration 4Q (46462.010000 sec): 3 clusters
  Score: Raw -1452996.183279 + Penalty 3056.786163 = -1449939.397115
  nChanged 451
		SP:Iteration 5Q (46462.250000 sec): 3 clusters
  Score: Raw -1453198.680440 + Penalty 3056.786163 = -1450141.894276
  nChanged 499
		SP:Iteration 6Q (46462.490000 sec): 3 clusters
  Score: Raw -1453418.384518 + Penalty 3056.786163 = -1450361.598355
  nChanged 481
		SP:Iteration 7Q (46462.710000 sec): 3 clusters
  Score: Raw -1453646.752121 + Penalty 3056.786163 = -1450589.965958
  nChanged 474
		SP:Iteration 8Q (46462.940000 sec): 3 clusters
  Score: Raw -1453898.256234 + Penalty 3056.786163 = -1450841.470071
  nChanged 494
		SP:Iteration 9Q (46463.190000 sec): 3 clusters
  Score: Raw -1454130.502078 + Penalty 3056.786163 = -1451073.715914
  nChanged 441
		SP:Iteration 10Q (46463.420000 sec): 3 clusters
  Score: Raw -1454331.197434 + Penalty 3056.786163 = -1451274.411271
  nChanged 398
		SP:Iteration 11Q (46463.630000 sec): 3 clusters
  Score: Raw -1454518.785149 + Penalty 3056.786163 = -1451461.998985
  nChanged 376
		SP:Iteration 12Q (46463.900000 sec): 3 clusters
  Score: Raw -1454693.438117 + Penalty 3056.786163 = -1451636.651954
  nChanged 351
		SP:Iteration 13Q (46464.100000 sec): 3 clusters
  Score: Raw -1454851.536189 + Penalty 3056.786163 = -1451794.750026
  nChanged 331
		SP:Iteration 14Q (46464.360000 sec): 3 clusters
  Score: Raw -1454991.764309 + Penalty 3056.786163 = -1451934.978146
  nChanged 292
		SP:Iteration 15Q (46464.570000 sec): 3 clusters
  Score: Raw -1455102.528887 + Penalty 3056.786163 = -1452045.742724
  nChanged 264
		SP:Iteration 16Q (46464.790000 sec): 3 clusters
  Score: Raw -1455196.991831 + Penalty 3056.786163 = -1452140.205668
  nChanged 231
		SP:Iteration 17Q (46465.040000 sec): 3 clusters
  Score: Raw -1455270.319206 + Penalty 3056.786163 = -1452213.533043
  nChanged 214
		SP:Iteration 18Q (46465.270000 sec): 3 clusters
  Score: Raw -1455341.741132 + Penalty 3056.786163 = -1452284.954968
  nChanged 180
		SP:Iteration 19Q (46465.510000 sec): 3 clusters
  Score: Raw -1455393.236593 + Penalty 3056.786163 = -1452336.450430
  nChanged 144
		SP:Iteration 20F (46465.730000 sec): 3 clusters
  Score: Raw -1455437.763920 + Penalty 3056.786163 = -1452380.977757
  nChanged 153
		SP:Iteration 21Q (46465.940000 sec): 3 clusters
  Score: Raw -1455483.798554 + Penalty 3056.786163 = -1452427.012390
  nChanged 144
		SP:Iteration 22Q (46466.170000 sec): 3 clusters
  Score: Raw -1455530.151036 + Penalty 3056.786163 = -1452473.364873
  nChanged 158
		SP:Iteration 23Q (46466.350000 sec): 3 clusters
  Score: Raw -1455587.290563 + Penalty 3056.786163 = -1452530.504399
  nChanged 161
		SP:Iteration 24Q (46466.570000 sec): 3 clusters
  Score: Raw -1455641.652329 + Penalty 3056.786163 = -1452584.866166
  nChanged 159
		SP:Iteration 25Q (46466.790000 sec): 3 clusters
  Score: Raw -1455691.459908 + Penalty 3056.786163 = -1452634.673745
  nChanged 144
		SP:Iteration 26Q (46467.000000 sec): 3 clusters
  Score: Raw -1455741.949650 + Penalty 3056.786163 = -1452685.163487
  nChanged 153
		SP:Iteration 27Q (46467.250000 sec): 3 clusters
  Score: Raw -1455796.915746 + Penalty 3056.786163 = -1452740.129583
  nChanged 147
		SP:Iteration 28Q (46467.460000 sec): 3 clusters
  Score: Raw -1455848.672705 + Penalty 3056.786163 = -1452791.886542
  nChanged 145
		SP:Iteration 29Q (46467.660000 sec): 3 clusters
  Score: Raw -1455901.303176 + Penalty 3056.786163 = -1452844.517013
  nChanged 140
		SP:Iteration 30Q (46467.890000 sec): 3 clusters
  Score: Raw -1455957.010702 + Penalty 3056.786163 = -1452900.224539
  nChanged 136
		SP:Iteration 31Q (46468.100000 sec): 3 clusters
  Score: Raw -1456012.701630 + Penalty 3056.786163 = -1452955.915467
  nChanged 141
		SP:Iteration 32Q (46468.370000 sec): 3 clusters
  Score: Raw -1456068.359902 + Penalty 3056.786163 = -1453011.573739
  nChanged 124
		SP:Iteration 33Q (46468.570000 sec): 3 clusters
  Score: Raw -1456116.514619 + Penalty 3056.786163 = -1453059.728456
  nChanged 109
		SP:Iteration 34Q (46468.770000 sec): 3 clusters
  Score: Raw -1456154.621375 + Penalty 3056.786163 = -1453097.835212
  nChanged 101
		SP:Iteration 35Q (46468.960000 sec): 3 clusters
  Score: Raw -1456194.882041 + Penalty 3056.786163 = -1453138.095877
  nChanged 106
		SP:Iteration 36Q (46469.200000 sec): 3 clusters
  Score: Raw -1456231.033298 + Penalty 3056.786163 = -1453174.247135
  nChanged 85
		SP:Iteration 37Q (46469.440000 sec): 3 clusters
  Score: Raw -1456259.980956 + Penalty 3056.786163 = -1453203.194793
  nChanged 84
		SP:Iteration 38Q (46469.680000 sec): 3 clusters
  Score: Raw -1456293.676874 + Penalty 3056.786163 = -1453236.890711
  nChanged 106
		SP:Iteration 39Q (46469.860000 sec): 3 clusters
  Score: Raw -1456335.643064 + Penalty 3056.786163 = -1453278.856901
  nChanged 90
		SP:Iteration 40F (46470.130000 sec): 3 clusters
  Score: Raw -1456372.557891 + Penalty 3056.786163 = -1453315.771728
  nChanged 88
		SP:Iteration 41Q (46470.330000 sec): 3 clusters
  Score: Raw -1456411.503731 + Penalty 3056.786163 = -1453354.717568
  nChanged 84
		SP:Iteration 42Q (46470.610000 sec): 3 clusters
  Score: Raw -1456443.909797 + Penalty 3056.786163 = -1453387.123634
  nChanged 80
		SP:Iteration 43Q (46470.820000 sec): 3 clusters
  Score: Raw -1456475.947272 + Penalty 3056.786163 = -1453419.161109
  nChanged 61
		SP:Iteration 44Q (46471.050000 sec): 3 clusters
  Score: Raw -1456494.985209 + Penalty 3056.786163 = -1453438.199046
  nChanged 48
		SP:Iteration 45Q (46471.250000 sec): 3 clusters
  Score: Raw -1456511.321411 + Penalty 3056.786163 = -1453454.535248
  nChanged 52
		SP:Iteration 46Q (46471.450000 sec): 3 clusters
  Score: Raw -1456528.007327 + Penalty 3056.786163 = -1453471.221163
  nChanged 41
		SP:Iteration 47Q (46471.700000 sec): 3 clusters
  Score: Raw -1456540.782436 + Penalty 3056.786163 = -1453483.996273
  nChanged 36
		SP:Iteration 48Q (46471.890000 sec): 3 clusters
  Score: Raw -1456553.119778 + Penalty 3056.786163 = -1453496.333614
  nChanged 37
		SP:Iteration 49Q (46472.110000 sec): 3 clusters
  Score: Raw -1456568.242908 + Penalty 3056.786163 = -1453511.456744
  nChanged 34
		SP:Iteration 50Q (46472.330000 sec): 3 clusters
  Score: Raw -1456580.704743 + Penalty 3056.786163 = -1453523.918580
  nChanged 37
		SP:Iteration 51Q (46472.590000 sec): 3 clusters
  Score: Raw -1456592.300218 + Penalty 3056.786163 = -1453535.514054
  nChanged 27
		SP:Iteration 52Q (46472.790000 sec): 3 clusters
  Score: Raw -1456601.747120 + Penalty 3056.786163 = -1453544.960957
  nChanged 29
		SP:Iteration 53Q (46472.990000 sec): 3 clusters
  Score: Raw -1456612.175076 + Penalty 3056.786163 = -1453555.388912
  nChanged 21
		SP:Iteration 54Q (46473.220000 sec): 3 clusters
  Score: Raw -1456620.168238 + Penalty 3056.786163 = -1453563.382075
  nChanged 26
		SP:Iteration 55Q (46473.450000 sec): 3 clusters
  Score: Raw -1456628.400817 + Penalty 3056.786163 = -1453571.614653
  nChanged 22
		SP:Iteration 56Q (46473.670000 sec): 3 clusters
  Score: Raw -1456635.819922 + Penalty 3056.786163 = -1453579.033758
  nChanged 20
		SP:Iteration 57Q (46473.860000 sec): 3 clusters
  Score: Raw -1456641.114518 + Penalty 3056.786163 = -1453584.328355
  nChanged 16
		SP:Iteration 58Q (46474.120000 sec): 3 clusters
  Score: Raw -1456646.621623 + Penalty 3056.786163 = -1453589.835459
  nChanged 15
		SP:Iteration 59Q (46474.360000 sec): 3 clusters
  Score: Raw -1456652.035381 + Penalty 3056.786163 = -1453595.249218
  nChanged 15
		SP:Iteration 60F (46474.550000 sec): 3 clusters
  Score: Raw -1456656.290424 + Penalty 3056.786163 = -1453599.504261
  nChanged 14
		SP:Iteration 61Q (46474.780000 sec): 3 clusters
  Score: Raw -1456661.894606 + Penalty 3056.786163 = -1453605.108443
  nChanged 14
		SP:Iteration 62Q (46475.040000 sec): 3 clusters
  Score: Raw -1456665.343313 + Penalty 3056.786163 = -1453608.557150
  nChanged 12
		SP:Iteration 63Q (46475.240000 sec): 3 clusters
  Score: Raw -1456668.823574 + Penalty 3056.786163 = -1453612.037411
  nChanged 14
		SP:Iteration 64Q (46475.480000 sec): 3 clusters
  Score: Raw -1456673.377956 + Penalty 3056.786163 = -1453616.591793
  nChanged 14
		SP:Iteration 65Q (46475.710000 sec): 3 clusters
  Score: Raw -1456677.700968 + Penalty 3056.786163 = -1453620.914805
  nChanged 11
		SP:Iteration 66Q (46475.900000 sec): 3 clusters
  Score: Raw -1456681.291868 + Penalty 3056.786163 = -1453624.505705
  nChanged 11
		SP:Iteration 67Q (46476.080000 sec): 3 clusters
  Score: Raw -1456685.110855 + Penalty 3056.786163 = -1453628.324692
  nChanged 11
		SP:Iteration 68Q (46476.330000 sec): 3 clusters
  Score: Raw -1456689.756097 + Penalty 3056.786163 = -1453632.969934
  nChanged 10
		SP:Iteration 69Q (46476.560000 sec): 3 clusters
  Score: Raw -1456693.415432 + Penalty 3056.786163 = -1453636.629269
  nChanged 11
		SP:Iteration 70Q (46476.790000 sec): 3 clusters
  Score: Raw -1456697.278537 + Penalty 3056.786163 = -1453640.492374
  nChanged 5
		SP:Iteration 71Q (46477.000000 sec): 3 clusters
  Score: Raw -1456699.334633 + Penalty 3056.786163 = -1453642.548470
  nChanged 4
		SP:Iteration 72Q (46477.240000 sec): 3 clusters
  Score: Raw -1456700.934210 + Penalty 3056.786163 = -1453644.148047
  nChanged 3
		SP:Iteration 73Q (46477.440000 sec): 3 clusters
  Score: Raw -1456702.218063 + Penalty 3056.786163 = -1453645.431900
  nChanged 4
		SP:Iteration 74Q (46477.660000 sec): 3 clusters
  Score: Raw -1456703.090078 + Penalty 3056.786163 = -1453646.303915
  nChanged 3
		SP:Iteration 75Q (46477.900000 sec): 3 clusters
  Score: Raw -1456704.525871 + Penalty 3056.786163 = -1453647.739707
  nChanged 2
		SP:Iteration 76Q (46478.110000 sec): 3 clusters
  Score: Raw -1456705.095274 + Penalty 3056.786163 = -1453648.309111
  nChanged 1
		SP:Iteration 77Q (46478.320000 sec): 3 clusters
  Score: Raw -1456705.488888 + Penalty 3056.786163 = -1453648.702724
  nChanged 1
		SP:Iteration 78Q (46478.560000 sec): 3 clusters
  Score: Raw -1456705.767633 + Penalty 3056.786163 = -1453648.981470
  nChanged 1
		SP:Iteration 79Q (46478.790000 sec): 3 clusters
  Score: Raw -1456706.134152 + Penalty 3056.786163 = -1453649.347989
  nChanged 1
		SP:Iteration 80F (46479.020000 sec): 3 clusters
  Score: Raw -1456706.273809 + Penalty 3056.786163 = -1453649.487646
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46479.110000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46479.280000 sec): 3 clusters
  Score: Raw -99988.793862 + Penalty 2211.139209 = -97777.654653
  nChanged 261
		SP:Iteration 1F (46479.450000 sec): 3 clusters
  Score: Raw -100322.484316 + Penalty 2211.139209 = -98111.345107
  nChanged 98
		SP:Iteration 2F (46479.610000 sec): 3 clusters
  Score: Raw -100530.057666 + Penalty 2211.139209 = -98318.918457
  nChanged 61
		SP:Iteration 3F (46479.810000 sec): 3 clusters
  Score: Raw -100673.546325 + Penalty 2211.139209 = -98462.407116
  nChanged 43
		SP:Iteration 4Q (46479.970000 sec): 3 clusters
  Score: Raw -100793.743887 + Penalty 2211.139209 = -98582.604678
  nChanged 34
		SP:Iteration 5Q (46480.160000 sec): 3 clusters
  Score: Raw -100874.589464 + Penalty 2211.139209 = -98663.450255
  nChanged 27
		SP:Iteration 6Q (46480.300000 sec): 3 clusters
  Score: Raw -100930.017297 + Penalty 2211.139209 = -98718.878088
  nChanged 18
		SP:Iteration 7Q (46480.450000 sec): 3 clusters
  Score: Raw -100981.397539 + Penalty 2211.139209 = -98770.258331
  nChanged 19
		SP:Iteration 8Q (46480.630000 sec): 3 clusters
  Score: Raw -101028.054065 + Penalty 2211.139209 = -98816.914856
  nChanged 18
		SP:Iteration 9Q (46480.810000 sec): 3 clusters
  Score: Raw -101069.935367 + Penalty 2211.139209 = -98858.796158
  nChanged 14
		SP:Iteration 10Q (46480.970000 sec): 3 clusters
  Score: Raw -101094.288654 + Penalty 2211.139209 = -98883.149445
  nChanged 9
		SP:Iteration 11Q (46481.150000 sec): 3 clusters
  Score: Raw -101115.714177 + Penalty 2211.139209 = -98904.574968
  nChanged 5
		SP:Iteration 12Q (46481.300000 sec): 3 clusters
  Score: Raw -101125.204119 + Penalty 2211.139209 = -98914.064910
  nChanged 4
		SP:Iteration 13Q (46481.460000 sec): 3 clusters
  Score: Raw -101136.564278 + Penalty 2211.139209 = -98925.425070
  nChanged 4
		SP:Iteration 14Q (46481.640000 sec): 3 clusters
  Score: Raw -101142.451116 + Penalty 2211.139209 = -98931.311907
  nChanged 3
		SP:Iteration 15Q (46481.810000 sec): 3 clusters
  Score: Raw -101145.805622 + Penalty 2211.139209 = -98934.666413
  nChanged 2
		SP:Iteration 16Q (46482.030000 sec): 3 clusters
  Score: Raw -101147.157610 + Penalty 2211.139209 = -98936.018401
  nChanged 0
		SP:Iteration 17F (46482.180000 sec): 3 clusters
  Score: Raw -101147.157610 + Penalty 2211.139209 = -98936.018401
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46482.280000 sec): 2 clusters
  Score: Raw -536889.652997 + Penalty 1367.571513 = -535522.081484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46482.470000 sec): 3 clusters
  Score: Raw -534556.785569 + Penalty 2735.143027 = -531821.642542
  nChanged 1852
		SP:Iteration 1F (46482.660000 sec): 3 clusters
  Score: Raw -535652.223781 + Penalty 2735.143027 = -532917.080754
  nChanged 322
		SP:Iteration 2F (46482.860000 sec): 3 clusters
  Score: Raw -535848.614272 + Penalty 2735.143027 = -533113.471245
  nChanged 233
		SP:Iteration 3F (46483.040000 sec): 3 clusters
  Score: Raw -536006.246186 + Penalty 2735.143027 = -533271.103159
  nChanged 229
		SP:Iteration 4F (46483.220000 sec): 3 clusters
  Score: Raw -536156.662353 + Penalty 2735.143027 = -533421.519326
  nChanged 210
		SP:Iteration 5Q (46483.440000 sec): 3 clusters
  Score: Raw -536333.359864 + Penalty 2735.143027 = -533598.216837
  nChanged 235
		SP:Iteration 6F (46483.640000 sec): 3 clusters
  Score: Raw -536524.604270 + Penalty 2735.143027 = -533789.461244
  nChanged 194
		SP:Iteration 7Q (46483.820000 sec): 3 clusters
  Score: Raw -536682.563662 + Penalty 2735.143027 = -533947.420635
  nChanged 149
		SP:Iteration 8Q (46484.010000 sec): 3 clusters
  Score: Raw -536788.774876 + Penalty 2735.143027 = -534053.631849
  nChanged 119
		SP:Iteration 9Q (46484.160000 sec): 3 clusters
  Score: Raw -536869.903933 + Penalty 2735.143027 = -534134.760907
  nChanged 98
		SP:Iteration 10Q (46484.350000 sec): 3 clusters
  Score: Raw -536923.264405 + Penalty 2735.143027 = -534188.121378
  nChanged 75
		SP:Iteration 11Q (46484.510000 sec): 3 clusters
  Score: Raw -536974.860231 + Penalty 2735.143027 = -534239.717204
  nChanged 63
		SP:Iteration 12Q (46484.700000 sec): 3 clusters
  Score: Raw -537017.499522 + Penalty 2735.143027 = -534282.356496
  nChanged 48
		SP:Iteration 13Q (46484.890000 sec): 3 clusters
  Score: Raw -537044.669540 + Penalty 2735.143027 = -534309.526513
  nChanged 34
		SP:Iteration 14Q (46485.080000 sec): 3 clusters
  Score: Raw -537064.818712 + Penalty 2735.143027 = -534329.675686
  nChanged 20
		SP:Iteration 15Q (46485.280000 sec): 3 clusters
  Score: Raw -537078.037706 + Penalty 2735.143027 = -534342.894679
  nChanged 14
		SP:Iteration 16Q (46485.460000 sec): 3 clusters
  Score: Raw -537086.427805 + Penalty 2735.143027 = -534351.284779
  nChanged 13
		SP:Iteration 17Q (46485.640000 sec): 3 clusters
  Score: Raw -537094.181577 + Penalty 2735.143027 = -534359.038551
  nChanged 17
		SP:Iteration 18Q (46485.830000 sec): 3 clusters
  Score: Raw -537103.303037 + Penalty 2735.143027 = -534368.160010
  nChanged 17
		SP:Iteration 19Q (46486.010000 sec): 3 clusters
  Score: Raw -537114.592501 + Penalty 2735.143027 = -534379.449475
  nChanged 14
		SP:Iteration 20F (46486.190000 sec): 3 clusters
  Score: Raw -537125.082979 + Penalty 2735.143027 = -534389.939953
  nChanged 14
		SP:Iteration 21Q (46486.380000 sec): 3 clusters
  Score: Raw -537135.440148 + Penalty 2735.143027 = -534400.297122
  nChanged 12
		SP:Iteration 22Q (46486.560000 sec): 3 clusters
  Score: Raw -537142.592809 + Penalty 2735.143027 = -534407.449783
  nChanged 14
		SP:Iteration 23Q (46486.770000 sec): 3 clusters
  Score: Raw -537150.620077 + Penalty 2735.143027 = -534415.477051
  nChanged 10
		SP:Iteration 24Q (46486.920000 sec): 3 clusters
  Score: Raw -537159.061380 + Penalty 2735.143027 = -534423.918354
  nChanged 16
		SP:Iteration 25Q (46487.140000 sec): 3 clusters
  Score: Raw -537169.596754 + Penalty 2735.143027 = -534434.453727
  nChanged 12
		SP:Iteration 26Q (46487.290000 sec): 3 clusters
  Score: Raw -537179.906158 + Penalty 2735.143027 = -534444.763131
  nChanged 12
		SP:Iteration 27Q (46487.510000 sec): 3 clusters
  Score: Raw -537189.146460 + Penalty 2735.143027 = -534454.003434
  nChanged 10
		SP:Iteration 28Q (46487.680000 sec): 3 clusters
  Score: Raw -537197.507905 + Penalty 2735.143027 = -534462.364878
  nChanged 9
		SP:Iteration 29Q (46487.870000 sec): 3 clusters
  Score: Raw -537205.680895 + Penalty 2735.143027 = -534470.537868
  nChanged 4
		SP:Iteration 30Q (46488.080000 sec): 3 clusters
  Score: Raw -537209.399987 + Penalty 2735.143027 = -534474.256960
  nChanged 6
		SP:Iteration 31Q (46488.270000 sec): 3 clusters
  Score: Raw -537213.622442 + Penalty 2735.143027 = -534478.479416
  nChanged 6
		SP:Iteration 32Q (46488.440000 sec): 3 clusters
  Score: Raw -537216.837141 + Penalty 2735.143027 = -534481.694115
  nChanged 4
		SP:Iteration 33Q (46488.650000 sec): 3 clusters
  Score: Raw -537219.564011 + Penalty 2735.143027 = -534484.420984
  nChanged 5
		SP:Iteration 34Q (46488.810000 sec): 3 clusters
  Score: Raw -537224.038342 + Penalty 2735.143027 = -534488.895316
  nChanged 5
		SP:Iteration 35Q (46489.020000 sec): 3 clusters
  Score: Raw -537227.754659 + Penalty 2735.143027 = -534492.611633
  nChanged 4
		SP:Iteration 36Q (46489.180000 sec): 3 clusters
  Score: Raw -537231.008870 + Penalty 2735.143027 = -534495.865843
  nChanged 5
		SP:Iteration 37Q (46489.330000 sec): 3 clusters
  Score: Raw -537235.607600 + Penalty 2735.143027 = -534500.464574
  nChanged 1
		SP:Iteration 38Q (46489.530000 sec): 3 clusters
  Score: Raw -537236.179793 + Penalty 2735.143027 = -534501.036767
  nChanged 0
		SP:Iteration 39F (46489.720000 sec): 3 clusters
  Score: Raw -537236.179793 + Penalty 2735.143027 = -534501.036767
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46489.810000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46489.970000 sec): 3 clusters
  Score: Raw -166900.315909 + Penalty 2363.755094 = -164536.560815
  nChanged 479
		SP:Iteration 1F (46490.180000 sec): 3 clusters
  Score: Raw -167290.973093 + Penalty 2363.755094 = -164927.218000
  nChanged 117
		SP:Iteration 2F (46490.340000 sec): 3 clusters
  Score: Raw -167394.113697 + Penalty 2363.755094 = -165030.358603
  nChanged 69
		SP:Iteration 3Q (46490.540000 sec): 3 clusters
  Score: Raw -167473.078395 + Penalty 2363.755094 = -165109.323301
  nChanged 63
		SP:Iteration 4Q (46490.700000 sec): 3 clusters
  Score: Raw -167527.423518 + Penalty 2363.755094 = -165163.668424
  nChanged 41
		SP:Iteration 5Q (46490.890000 sec): 3 clusters
  Score: Raw -167567.159781 + Penalty 2363.755094 = -165203.404687
  nChanged 42
		SP:Iteration 6Q (46491.070000 sec): 3 clusters
  Score: Raw -167603.857814 + Penalty 2363.755094 = -165240.102720
  nChanged 22
		SP:Iteration 7Q (46491.200000 sec): 3 clusters
  Score: Raw -167622.980451 + Penalty 2363.755094 = -165259.225357
  nChanged 21
		SP:Iteration 8Q (46491.400000 sec): 3 clusters
  Score: Raw -167640.835541 + Penalty 2363.755094 = -165277.080447
  nChanged 23
		SP:Iteration 9Q (46491.520000 sec): 3 clusters
  Score: Raw -167660.715062 + Penalty 2363.755094 = -165296.959968
  nChanged 30
		SP:Iteration 10Q (46491.690000 sec): 3 clusters
  Score: Raw -167698.564095 + Penalty 2363.755094 = -165334.809001
  nChanged 36
		SP:Iteration 11Q (46491.860000 sec): 3 clusters
  Score: Raw -167747.621904 + Penalty 2363.755094 = -165383.866810
  nChanged 41
		SP:Iteration 12Q (46492.050000 sec): 3 clusters
  Score: Raw -167826.663537 + Penalty 2363.755094 = -165462.908443
  nChanged 36
		SP:Iteration 13Q (46492.230000 sec): 3 clusters
  Score: Raw -167873.479188 + Penalty 2363.755094 = -165509.724095
  nChanged 35
		SP:Iteration 14Q (46492.400000 sec): 3 clusters
  Score: Raw -167908.981245 + Penalty 2363.755094 = -165545.226152
  nChanged 32
		SP:Iteration 15Q (46492.570000 sec): 3 clusters
  Score: Raw -167942.288970 + Penalty 2363.755094 = -165578.533876
  nChanged 23
		SP:Iteration 16Q (46492.760000 sec): 3 clusters
  Score: Raw -167955.958048 + Penalty 2363.755094 = -165592.202954
  nChanged 16
		SP:Iteration 17Q (46492.920000 sec): 3 clusters
  Score: Raw -167965.677315 + Penalty 2363.755094 = -165601.922221
  nChanged 12
		SP:Iteration 18Q (46493.140000 sec): 3 clusters
  Score: Raw -167976.993329 + Penalty 2363.755094 = -165613.238236
  nChanged 13
		SP:Iteration 19Q (46493.310000 sec): 3 clusters
  Score: Raw -167988.347806 + Penalty 2363.755094 = -165624.592712
  nChanged 8
		SP:Iteration 20F (46493.480000 sec): 3 clusters
  Score: Raw -167994.246862 + Penalty 2363.755094 = -165630.491768
  nChanged 5
		SP:Iteration 21Q (46493.690000 sec): 3 clusters
  Score: Raw -167997.096284 + Penalty 2363.755094 = -165633.341191
  nChanged 3
		SP:Iteration 22Q (46493.850000 sec): 3 clusters
  Score: Raw -167998.831947 + Penalty 2363.755094 = -165635.076854
  nChanged 3
		SP:Iteration 23Q (46494.060000 sec): 3 clusters
  Score: Raw -168000.049707 + Penalty 2363.755094 = -165636.294613
  nChanged 3
		SP:Iteration 24Q (46494.230000 sec): 3 clusters
  Score: Raw -168001.231946 + Penalty 2363.755094 = -165637.476852
  nChanged 2
		SP:Iteration 25Q (46494.420000 sec): 3 clusters
  Score: Raw -168001.825396 + Penalty 2363.755094 = -165638.070302
  nChanged 1
		SP:Iteration 26Q (46494.600000 sec): 3 clusters
  Score: Raw -168002.396418 + Penalty 2363.755094 = -165638.641324
  nChanged 1
		SP:Iteration 27Q (46494.740000 sec): 3 clusters
  Score: Raw -168003.079483 + Penalty 2363.755094 = -165639.324390
  nChanged 1
		SP:Iteration 28Q (46494.960000 sec): 3 clusters
  Score: Raw -168003.493118 + Penalty 2363.755094 = -165639.738024
  nChanged 0
		SP:Iteration 29F (46495.120000 sec): 3 clusters
  Score: Raw -168003.493118 + Penalty 2363.755094 = -165639.738024
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46495.240000 sec): 2 clusters
  Score: Raw -9966.185805 + Penalty 855.187156 = -9110.998649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46495.370000 sec): 3 clusters
  Score: Raw -10287.074438 + Penalty 1710.374311 = -8576.700126
  nChanged 38
		SP:Iteration 1F (46495.540000 sec): 3 clusters
  Score: Raw -10453.653336 + Penalty 1710.374311 = -8743.279024
  nChanged 10
		SP:Iteration 2F (46495.650000 sec): 3 clusters
  Score: Raw -10513.484748 + Penalty 1710.374311 = -8803.110437
  nChanged 4
		SP:Iteration 3Q (46495.810000 sec): 3 clusters
  Score: Raw -10526.309040 + Penalty 1710.374311 = -8815.934729
  nChanged 3
		SP:Iteration 4Q (46495.970000 sec): 3 clusters
  Score: Raw -10538.516548 + Penalty 1710.374311 = -8828.142236
  nChanged 2
		SP:Iteration 5Q (46496.100000 sec): 3 clusters
  Score: Raw -10541.608720 + Penalty 1710.374311 = -8831.234408
  nChanged 3
		SP:Iteration 6Q (46496.260000 sec): 3 clusters
  Score: Raw -10548.428429 + Penalty 1710.374311 = -8838.054118
  nChanged 2
		SP:Iteration 7Q (46496.440000 sec): 3 clusters
  Score: Raw -10557.092678 + Penalty 1710.374311 = -8846.718367
  nChanged 1
		SP:Iteration 8Q (46496.630000 sec): 3 clusters
  Score: Raw -10558.088793 + Penalty 1710.374311 = -8847.714482
  nChanged 0
		SP:Iteration 9F (46496.830000 sec): 3 clusters
  Score: Raw -10558.088793 + Penalty 1710.374311 = -8847.714482
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46496.910000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46497.060000 sec): 3 clusters
  Score: Raw -42230.696745 + Penalty 1938.163287 = -40292.533459
  nChanged 82
		SP:Iteration 1F (46497.160000 sec): 3 clusters
  Score: Raw -42376.996519 + Penalty 1938.163287 = -40438.833232
  nChanged 21
		SP:Iteration 2F (46497.320000 sec): 3 clusters
  Score: Raw -42427.830777 + Penalty 1938.163287 = -40489.667491
  nChanged 9
		SP:Iteration 3Q (46497.480000 sec): 3 clusters
  Score: Raw -42446.385449 + Penalty 1938.163287 = -40508.222162
  nChanged 4
		SP:Iteration 4Q (46497.640000 sec): 3 clusters
  Score: Raw -42455.110772 + Penalty 1938.163287 = -40516.947486
  nChanged 7
		SP:Iteration 5Q (46497.800000 sec): 3 clusters
  Score: Raw -42464.582637 + Penalty 1938.163287 = -40526.419350
  nChanged 2
		SP:Iteration 6Q (46497.960000 sec): 3 clusters
  Score: Raw -42467.854228 + Penalty 1938.163287 = -40529.690942
  nChanged 0
		SP:Iteration 7F (46498.160000 sec): 3 clusters
  Score: Raw -42467.854228 + Penalty 1938.163287 = -40529.690942
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46498.320000 sec): 2 clusters
  Score: Raw -2088716.088555 + Penalty 1585.289126 = -2087130.799428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46498.580000 sec): 3 clusters
  Score: Raw -2078388.041456 + Penalty 3170.578252 = -2075217.463204
  nChanged 7741
		SP:Iteration 1F (46498.850000 sec): 3 clusters
  Score: Raw -2082453.643113 + Penalty 3170.578252 = -2079283.064860
  nChanged 809
		SP:Iteration 2Q (46499.070000 sec): 3 clusters
  Score: Raw -2082708.903338 + Penalty 3170.578252 = -2079538.325086
  nChanged 712
		SP:Iteration 3Q (46499.300000 sec): 3 clusters
  Score: Raw -2082923.013467 + Penalty 3170.578252 = -2079752.435215
  nChanged 626
		SP:Iteration 4Q (46499.540000 sec): 3 clusters
  Score: Raw -2083104.654614 + Penalty 3170.578252 = -2079934.076362
  nChanged 568
		SP:Iteration 5Q (46499.790000 sec): 3 clusters
  Score: Raw -2083266.364802 + Penalty 3170.578252 = -2080095.786550
  nChanged 501
		SP:Iteration 6Q (46500.060000 sec): 3 clusters
  Score: Raw -2083384.267125 + Penalty 3170.578252 = -2080213.688873
  nChanged 448
		SP:Iteration 7Q (46500.320000 sec): 3 clusters
  Score: Raw -2083488.423627 + Penalty 3170.578252 = -2080317.845375
  nChanged 426
		SP:Iteration 8Q (46500.530000 sec): 3 clusters
  Score: Raw -2083593.941247 + Penalty 3170.578252 = -2080423.362994
  nChanged 410
		SP:Iteration 9Q (46500.770000 sec): 3 clusters
  Score: Raw -2083699.998436 + Penalty 3170.578252 = -2080529.420184
  nChanged 418
		SP:Iteration 10Q (46501.000000 sec): 3 clusters
  Score: Raw -2083800.339771 + Penalty 3170.578252 = -2080629.761519
  nChanged 392
		SP:Iteration 11Q (46501.250000 sec): 3 clusters
  Score: Raw -2083898.485413 + Penalty 3170.578252 = -2080727.907161
  nChanged 385
		SP:Iteration 12Q (46501.470000 sec): 3 clusters
  Score: Raw -2083998.714055 + Penalty 3170.578252 = -2080828.135802
  nChanged 420
		SP:Iteration 13Q (46501.770000 sec): 3 clusters
  Score: Raw -2084118.865569 + Penalty 3170.578252 = -2080948.287317
  nChanged 435
		SP:Iteration 14Q (46502.030000 sec): 3 clusters
  Score: Raw -2084251.620754 + Penalty 3170.578252 = -2081081.042502
  nChanged 481
		SP:Iteration 15Q (46502.260000 sec): 3 clusters
  Score: Raw -2084400.992794 + Penalty 3170.578252 = -2081230.414541
  nChanged 491
		SP:Iteration 16Q (46502.490000 sec): 3 clusters
  Score: Raw -2084585.205873 + Penalty 3170.578252 = -2081414.627621
  nChanged 515
		SP:Iteration 17Q (46502.740000 sec): 3 clusters
  Score: Raw -2084788.009659 + Penalty 3170.578252 = -2081617.431407
  nChanged 541
		SP:Iteration 18Q (46503.010000 sec): 3 clusters
  Score: Raw -2085025.749315 + Penalty 3170.578252 = -2081855.171063
  nChanged 601
		SP:Iteration 19Q (46503.260000 sec): 3 clusters
  Score: Raw -2085321.893522 + Penalty 3170.578252 = -2082151.315269
  nChanged 645
		SP:Iteration 20F (46503.490000 sec): 3 clusters
  Score: Raw -2085697.602502 + Penalty 3170.578252 = -2082527.024249
  nChanged 662
		SP:Iteration 21Q (46503.750000 sec): 3 clusters
  Score: Raw -2086070.400784 + Penalty 3170.578252 = -2082899.822532
  nChanged 595
		SP:Iteration 22Q (46503.950000 sec): 3 clusters
  Score: Raw -2086358.326220 + Penalty 3170.578252 = -2083187.747968
  nChanged 437
		SP:Iteration 23Q (46504.200000 sec): 3 clusters
  Score: Raw -2086509.538836 + Penalty 3170.578252 = -2083338.960583
  nChanged 293
		SP:Iteration 24Q (46504.490000 sec): 3 clusters
  Score: Raw -2086587.690030 + Penalty 3170.578252 = -2083417.111777
  nChanged 203
		SP:Iteration 25Q (46504.700000 sec): 3 clusters
  Score: Raw -2086635.686604 + Penalty 3170.578252 = -2083465.108351
  nChanged 168
		SP:Iteration 26Q (46504.950000 sec): 3 clusters
  Score: Raw -2086676.288792 + Penalty 3170.578252 = -2083505.710539
  nChanged 155
		SP:Iteration 27Q (46505.190000 sec): 3 clusters
  Score: Raw -2086719.005650 + Penalty 3170.578252 = -2083548.427397
  nChanged 191
		SP:Iteration 28Q (46505.440000 sec): 3 clusters
  Score: Raw -2086769.206715 + Penalty 3170.578252 = -2083598.628462
  nChanged 180
		SP:Iteration 29Q (46505.680000 sec): 3 clusters
  Score: Raw -2086817.152352 + Penalty 3170.578252 = -2083646.574100
  nChanged 186
		SP:Iteration 30Q (46505.860000 sec): 3 clusters
  Score: Raw -2086864.844081 + Penalty 3170.578252 = -2083694.265829
  nChanged 195
		SP:Iteration 31Q (46506.140000 sec): 3 clusters
  Score: Raw -2086919.976943 + Penalty 3170.578252 = -2083749.398690
  nChanged 191
		SP:Iteration 32Q (46506.390000 sec): 3 clusters
  Score: Raw -2086977.508626 + Penalty 3170.578252 = -2083806.930374
  nChanged 190
		SP:Iteration 33Q (46506.620000 sec): 3 clusters
  Score: Raw -2087031.951259 + Penalty 3170.578252 = -2083861.373007
  nChanged 194
		SP:Iteration 34Q (46506.880000 sec): 3 clusters
  Score: Raw -2087089.729535 + Penalty 3170.578252 = -2083919.151283
  nChanged 196
		SP:Iteration 35Q (46507.090000 sec): 3 clusters
  Score: Raw -2087145.643603 + Penalty 3170.578252 = -2083975.065351
  nChanged 185
		SP:Iteration 36Q (46507.330000 sec): 3 clusters
  Score: Raw -2087205.489384 + Penalty 3170.578252 = -2084034.911131
  nChanged 200
		SP:Iteration 37Q (46507.600000 sec): 3 clusters
  Score: Raw -2087266.922074 + Penalty 3170.578252 = -2084096.343821
  nChanged 199
		SP:Iteration 38Q (46507.810000 sec): 3 clusters
  Score: Raw -2087338.961215 + Penalty 3170.578252 = -2084168.382962
  nChanged 193
		SP:Iteration 39Q (46508.060000 sec): 3 clusters
  Score: Raw -2087414.886867 + Penalty 3170.578252 = -2084244.308615
  nChanged 181
		SP:Iteration 40F (46508.260000 sec): 3 clusters
  Score: Raw -2087478.042854 + Penalty 3170.578252 = -2084307.464602
  nChanged 174
		SP:Iteration 41Q (46508.470000 sec): 3 clusters
  Score: Raw -2087536.096319 + Penalty 3170.578252 = -2084365.518066
  nChanged 167
		SP:Iteration 42Q (46508.720000 sec): 3 clusters
  Score: Raw -2087590.908330 + Penalty 3170.578252 = -2084420.330078
  nChanged 155
		SP:Iteration 43Q (46508.960000 sec): 3 clusters
  Score: Raw -2087641.309785 + Penalty 3170.578252 = -2084470.731532
  nChanged 151
		SP:Iteration 44Q (46509.230000 sec): 3 clusters
  Score: Raw -2087694.530691 + Penalty 3170.578252 = -2084523.952439
  nChanged 174
		SP:Iteration 45Q (46509.470000 sec): 3 clusters
  Score: Raw -2087763.240857 + Penalty 3170.578252 = -2084592.662605
  nChanged 180
		SP:Iteration 46Q (46509.710000 sec): 3 clusters
  Score: Raw -2087830.863734 + Penalty 3170.578252 = -2084660.285481
  nChanged 168
		SP:Iteration 47Q (46509.930000 sec): 3 clusters
  Score: Raw -2087891.642240 + Penalty 3170.578252 = -2084721.063987
  nChanged 156
		SP:Iteration 48Q (46510.170000 sec): 3 clusters
  Score: Raw -2087956.123628 + Penalty 3170.578252 = -2084785.545376
  nChanged 154
		SP:Iteration 49Q (46510.450000 sec): 3 clusters
  Score: Raw -2088012.270231 + Penalty 3170.578252 = -2084841.691979
  nChanged 119
		SP:Iteration 50Q (46510.700000 sec): 3 clusters
  Score: Raw -2088049.744052 + Penalty 3170.578252 = -2084879.165799
  nChanged 118
		SP:Iteration 51Q (46510.910000 sec): 3 clusters
  Score: Raw -2088096.808625 + Penalty 3170.578252 = -2084926.230373
  nChanged 140
		SP:Iteration 52Q (46511.170000 sec): 3 clusters
  Score: Raw -2088155.447228 + Penalty 3170.578252 = -2084984.868975
  nChanged 144
		SP:Iteration 53Q (46511.390000 sec): 3 clusters
  Score: Raw -2088221.040471 + Penalty 3170.578252 = -2085050.462218
  nChanged 138
		SP:Iteration 54Q (46511.640000 sec): 3 clusters
  Score: Raw -2088281.479193 + Penalty 3170.578252 = -2085110.900940
  nChanged 112
		SP:Iteration 55Q (46511.900000 sec): 3 clusters
  Score: Raw -2088326.302904 + Penalty 3170.578252 = -2085155.724652
  nChanged 111
		SP:Iteration 56Q (46512.150000 sec): 3 clusters
  Score: Raw -2088369.275697 + Penalty 3170.578252 = -2085198.697445
  nChanged 106
		SP:Iteration 57Q (46512.390000 sec): 3 clusters
  Score: Raw -2088416.426713 + Penalty 3170.578252 = -2085245.848461
  nChanged 94
		SP:Iteration 58Q (46512.640000 sec): 3 clusters
  Score: Raw -2088458.489475 + Penalty 3170.578252 = -2085287.911223
  nChanged 83
		SP:Iteration 59Q (46512.900000 sec): 3 clusters
  Score: Raw -2088492.298814 + Penalty 3170.578252 = -2085321.720562
  nChanged 74
		SP:Iteration 60F (46513.160000 sec): 3 clusters
  Score: Raw -2088519.867813 + Penalty 3170.578252 = -2085349.289561
  nChanged 78
		SP:Iteration 61Q (46513.440000 sec): 3 clusters
  Score: Raw -2088549.819395 + Penalty 3170.578252 = -2085379.241143
  nChanged 68
		SP:Iteration 62Q (46513.680000 sec): 3 clusters
  Score: Raw -2088578.484529 + Penalty 3170.578252 = -2085407.906277
  nChanged 73
		SP:Iteration 63Q (46513.900000 sec): 3 clusters
  Score: Raw -2088611.189974 + Penalty 3170.578252 = -2085440.611721
  nChanged 69
		SP:Iteration 64Q (46514.100000 sec): 3 clusters
  Score: Raw -2088641.224830 + Penalty 3170.578252 = -2085470.646578
  nChanged 69
		SP:Iteration 65Q (46514.380000 sec): 3 clusters
  Score: Raw -2088672.706285 + Penalty 3170.578252 = -2085502.128033
  nChanged 65
		SP:Iteration 66Q (46514.590000 sec): 3 clusters
  Score: Raw -2088705.775595 + Penalty 3170.578252 = -2085535.197343
  nChanged 53
		SP:Iteration 67Q (46514.820000 sec): 3 clusters
  Score: Raw -2088726.452934 + Penalty 3170.578252 = -2085555.874681
  nChanged 35
		SP:Iteration 68Q (46515.080000 sec): 3 clusters
  Score: Raw -2088741.661933 + Penalty 3170.578252 = -2085571.083681
  nChanged 36
		SP:Iteration 69Q (46515.350000 sec): 3 clusters
  Score: Raw -2088759.240461 + Penalty 3170.578252 = -2085588.662209
  nChanged 33
		SP:Iteration 70Q (46515.590000 sec): 3 clusters
  Score: Raw -2088774.954198 + Penalty 3170.578252 = -2085604.375946
  nChanged 24
		SP:Iteration 71Q (46515.810000 sec): 3 clusters
  Score: Raw -2088787.382483 + Penalty 3170.578252 = -2085616.804230
  nChanged 20
		SP:Iteration 72Q (46516.030000 sec): 3 clusters
  Score: Raw -2088795.826538 + Penalty 3170.578252 = -2085625.248285
  nChanged 13
		SP:Iteration 73Q (46516.280000 sec): 3 clusters
  Score: Raw -2088801.460208 + Penalty 3170.578252 = -2085630.881956
  nChanged 12
		SP:Iteration 74Q (46516.540000 sec): 3 clusters
  Score: Raw -2088806.482695 + Penalty 3170.578252 = -2085635.904443
  nChanged 12
		SP:Iteration 75Q (46516.800000 sec): 3 clusters
  Score: Raw -2088813.178843 + Penalty 3170.578252 = -2085642.600590
  nChanged 16
		SP:Iteration 76Q (46517.000000 sec): 3 clusters
  Score: Raw -2088821.517590 + Penalty 3170.578252 = -2085650.939338
  nChanged 21
		SP:Iteration 77Q (46517.270000 sec): 3 clusters
  Score: Raw -2088830.467887 + Penalty 3170.578252 = -2085659.889635
  nChanged 16
		SP:Iteration 78Q (46517.480000 sec): 3 clusters
  Score: Raw -2088837.663991 + Penalty 3170.578252 = -2085667.085738
  nChanged 8
		SP:Iteration 79Q (46517.700000 sec): 3 clusters
  Score: Raw -2088841.195102 + Penalty 3170.578252 = -2085670.616849
  nChanged 8
		SP:Iteration 80F (46518.000000 sec): 3 clusters
  Score: Raw -2088844.585827 + Penalty 3170.578252 = -2085674.007575
  nChanged 7
		SP:Iteration 81Q (46518.220000 sec): 3 clusters
  Score: Raw -2088847.708930 + Penalty 3170.578252 = -2085677.130678
  nChanged 4
		SP:Iteration 82Q (46518.420000 sec): 3 clusters
  Score: Raw -2088848.887463 + Penalty 3170.578252 = -2085678.309211
  nChanged 2
		SP:Iteration 83Q (46518.670000 sec): 3 clusters
  Score: Raw -2088849.181974 + Penalty 3170.578252 = -2085678.603722
  nChanged 1
		SP:Iteration 84Q (46518.930000 sec): 3 clusters
  Score: Raw -2088849.748690 + Penalty 3170.578252 = -2085679.170438
  nChanged 2
		SP:Iteration 85Q (46519.170000 sec): 3 clusters
  Score: Raw -2088850.633001 + Penalty 3170.578252 = -2085680.054749
  nChanged 3
		SP:Iteration 86Q (46519.420000 sec): 3 clusters
  Score: Raw -2088851.339794 + Penalty 3170.578252 = -2085680.761542
  nChanged 2
		SP:Iteration 87Q (46519.620000 sec): 3 clusters
  Score: Raw -2088852.192328 + Penalty 3170.578252 = -2085681.614076
  nChanged 2
		SP:Iteration 88Q (46519.870000 sec): 3 clusters
  Score: Raw -2088853.175405 + Penalty 3170.578252 = -2085682.597152
  nChanged 2
		SP:Iteration 89Q (46520.150000 sec): 3 clusters
  Score: Raw -2088853.662796 + Penalty 3170.578252 = -2085683.084544
  nChanged 0
		SP:Iteration 90F (46520.380000 sec): 3 clusters
  Score: Raw -2088853.662796 + Penalty 3170.578252 = -2085683.084544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46520.510000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46520.700000 sec): 3 clusters
  Score: Raw -61490.170447 + Penalty 2045.361266 = -59444.809182
  nChanged 117
		SP:Iteration 1F (46520.870000 sec): 3 clusters
  Score: Raw -61668.102633 + Penalty 2045.361266 = -59622.741368
  nChanged 24
		SP:Iteration 2Q (46521.050000 sec): 3 clusters
  Score: Raw -61719.888821 + Penalty 2045.361266 = -59674.527556
  nChanged 14
		SP:Iteration 3Q (46521.190000 sec): 3 clusters
  Score: Raw -61745.451729 + Penalty 2045.361266 = -59700.090463
  nChanged 12
		SP:Iteration 4Q (46521.410000 sec): 3 clusters
  Score: Raw -61769.465321 + Penalty 2045.361266 = -59724.104056
  nChanged 7
		SP:Iteration 5Q (46521.590000 sec): 3 clusters
  Score: Raw -61780.461105 + Penalty 2045.361266 = -59735.099840
  nChanged 7
		SP:Iteration 6Q (46521.760000 sec): 3 clusters
  Score: Raw -61790.736625 + Penalty 2045.361266 = -59745.375360
  nChanged 3
		SP:Iteration 7Q (46521.930000 sec): 3 clusters
  Score: Raw -61793.973681 + Penalty 2045.361266 = -59748.612416
  nChanged 2
		SP:Iteration 8Q (46522.100000 sec): 3 clusters
  Score: Raw -61797.911372 + Penalty 2045.361266 = -59752.550106
  nChanged 2
		SP:Iteration 9Q (46522.270000 sec): 3 clusters
  Score: Raw -61800.418298 + Penalty 2045.361266 = -59755.057032
  nChanged 1
		SP:Iteration 10Q (46522.420000 sec): 3 clusters
  Score: Raw -61801.271154 + Penalty 2045.361266 = -59755.909889
  nChanged 0
		SP:Iteration 11F (46522.610000 sec): 3 clusters
  Score: Raw -61801.271154 + Penalty 2045.361266 = -59755.909889
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14785 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46522.740000 sec): 2 clusters
  Score: Raw -1717524.283818 + Penalty 1560.222370 = -1715964.061448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46522.990000 sec): 3 clusters
  Score: Raw -1708835.718879 + Penalty 3120.444740 = -1705715.274139
  nChanged 6570
		SP:Iteration 1F (46523.270000 sec): 3 clusters
  Score: Raw -1712647.524876 + Penalty 3120.444740 = -1709527.080136
  nChanged 1019
		SP:Iteration 2F (46523.470000 sec): 3 clusters
  Score: Raw -1713249.941239 + Penalty 3120.444740 = -1710129.496498
  nChanged 1041
		SP:Iteration 3F (46523.700000 sec): 3 clusters
  Score: Raw -1713967.523592 + Penalty 3120.444740 = -1710847.078851
  nChanged 1059
		SP:Iteration 4F (46523.890000 sec): 3 clusters
  Score: Raw -1714859.307945 + Penalty 3120.444740 = -1711738.863204
  nChanged 1013
		SP:Iteration 5F (46524.140000 sec): 3 clusters
  Score: Raw -1715794.141400 + Penalty 3120.444740 = -1712673.696659
  nChanged 843
		SP:Iteration 6F (46524.330000 sec): 3 clusters
  Score: Raw -1716509.112535 + Penalty 3120.444740 = -1713388.667795
  nChanged 602
		SP:Iteration 7Q (46524.600000 sec): 3 clusters
  Score: Raw -1716996.647728 + Penalty 3120.444740 = -1713876.202987
  nChanged 419
		SP:Iteration 8Q (46524.800000 sec): 3 clusters
  Score: Raw -1717361.420613 + Penalty 3120.444740 = -1714240.975872
  nChanged 299
		SP:Iteration 9Q (46525.050000 sec): 3 clusters
  Score: Raw -1717646.521183 + Penalty 3120.444740 = -1714526.076442
  nChanged 182
		SP:Iteration 10Q (46525.310000 sec): 3 clusters
  Score: Raw -1717813.532279 + Penalty 3120.444740 = -1714693.087539
  nChanged 101
		SP:Iteration 11Q (46525.500000 sec): 3 clusters
  Score: Raw -1717940.209565 + Penalty 3120.444740 = -1714819.764825
  nChanged 84
		SP:Iteration 12Q (46525.700000 sec): 3 clusters
  Score: Raw -1717997.275459 + Penalty 3120.444740 = -1714876.830718
  nChanged 63
		SP:Iteration 13Q (46525.930000 sec): 3 clusters
  Score: Raw -1718031.865081 + Penalty 3120.444740 = -1714911.420341
  nChanged 44
		SP:Iteration 14Q (46526.120000 sec): 3 clusters
  Score: Raw -1718050.806312 + Penalty 3120.444740 = -1714930.361572
  nChanged 37
		SP:Iteration 15Q (46526.350000 sec): 3 clusters
  Score: Raw -1718068.388369 + Penalty 3120.444740 = -1714947.943629
  nChanged 28
		SP:Iteration 16Q (46526.580000 sec): 3 clusters
  Score: Raw -1718079.782959 + Penalty 3120.444740 = -1714959.338219
  nChanged 24
		SP:Iteration 17Q (46526.810000 sec): 3 clusters
  Score: Raw -1718088.034513 + Penalty 3120.444740 = -1714967.589773
  nChanged 16
		SP:Iteration 18Q (46527.010000 sec): 3 clusters
  Score: Raw -1718092.939177 + Penalty 3120.444740 = -1714972.494437
  nChanged 13
		SP:Iteration 19Q (46527.280000 sec): 3 clusters
  Score: Raw -1718097.283706 + Penalty 3120.444740 = -1714976.838965
  nChanged 11
		SP:Iteration 20F (46527.520000 sec): 3 clusters
  Score: Raw -1718101.076390 + Penalty 3120.444740 = -1714980.631650
  nChanged 7
		SP:Iteration 21Q (46527.720000 sec): 3 clusters
  Score: Raw -1718102.790850 + Penalty 3120.444740 = -1714982.346109
  nChanged 9
		SP:Iteration 22Q (46527.990000 sec): 3 clusters
  Score: Raw -1718105.470898 + Penalty 3120.444740 = -1714985.026158
  nChanged 9
		SP:Iteration 23Q (46528.180000 sec): 3 clusters
  Score: Raw -1718110.839723 + Penalty 3120.444740 = -1714990.394982
  nChanged 15
		SP:Iteration 24Q (46528.470000 sec): 3 clusters
  Score: Raw -1718116.851085 + Penalty 3120.444740 = -1714996.406345
  nChanged 11
		SP:Iteration 25Q (46528.670000 sec): 3 clusters
  Score: Raw -1718119.988600 + Penalty 3120.444740 = -1714999.543859
  nChanged 12
		SP:Iteration 26Q (46528.900000 sec): 3 clusters
  Score: Raw -1718122.824404 + Penalty 3120.444740 = -1715002.379664
  nChanged 5
		SP:Iteration 27Q (46529.110000 sec): 3 clusters
  Score: Raw -1718124.317584 + Penalty 3120.444740 = -1715003.872844
  nChanged 3
		SP:Iteration 28Q (46529.390000 sec): 3 clusters
  Score: Raw -1718125.373787 + Penalty 3120.444740 = -1715004.929047
  nChanged 2
		SP:Iteration 29Q (46529.600000 sec): 3 clusters
  Score: Raw -1718126.366166 + Penalty 3120.444740 = -1715005.921425
  nChanged 4
		SP:Iteration 30Q (46529.830000 sec): 3 clusters
  Score: Raw -1718127.385308 + Penalty 3120.444740 = -1715006.940567
  nChanged 3
		SP:Iteration 31Q (46530.060000 sec): 3 clusters
  Score: Raw -1718127.918402 + Penalty 3120.444740 = -1715007.473661
  nChanged 1
		SP:Iteration 32Q (46530.290000 sec): 3 clusters
  Score: Raw -1718128.003132 + Penalty 3120.444740 = -1715007.558392
  nChanged 0
		SP:Iteration 33F (46530.490000 sec): 3 clusters
  Score: Raw -1718128.003132 + Penalty 3120.444740 = -1715007.558392
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46530.590000 sec): 2 clusters
  Score: Raw -222242.277444 + Penalty 1235.552393 = -221006.725051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46530.790000 sec): 3 clusters
  Score: Raw -221414.177187 + Penalty 2471.104785 = -218943.072402
  nChanged 731
		SP:Iteration 1F (46530.980000 sec): 3 clusters
  Score: Raw -221988.428913 + Penalty 2471.104785 = -219517.324128
  nChanged 199
		SP:Iteration 2F (46531.150000 sec): 3 clusters
  Score: Raw -222194.267586 + Penalty 2471.104785 = -219723.162800
  nChanged 131
		SP:Iteration 3F (46531.360000 sec): 3 clusters
  Score: Raw -222338.596114 + Penalty 2471.104785 = -219867.491328
  nChanged 97
		SP:Iteration 4Q (46531.520000 sec): 3 clusters
  Score: Raw -222434.440251 + Penalty 2471.104785 = -219963.335465
  nChanged 71
		SP:Iteration 5Q (46531.680000 sec): 3 clusters
  Score: Raw -222511.972165 + Penalty 2471.104785 = -220040.867379
  nChanged 66
		SP:Iteration 6Q (46531.860000 sec): 3 clusters
  Score: Raw -222565.941687 + Penalty 2471.104785 = -220094.836902
  nChanged 41
		SP:Iteration 7Q (46532.050000 sec): 3 clusters
  Score: Raw -222598.433194 + Penalty 2471.104785 = -220127.328408
  nChanged 33
		SP:Iteration 8Q (46532.200000 sec): 3 clusters
  Score: Raw -222626.884384 + Penalty 2471.104785 = -220155.779598
  nChanged 36
		SP:Iteration 9Q (46532.380000 sec): 3 clusters
  Score: Raw -222653.917638 + Penalty 2471.104785 = -220182.812852
  nChanged 26
		SP:Iteration 10Q (46532.580000 sec): 3 clusters
  Score: Raw -222670.606456 + Penalty 2471.104785 = -220199.501671
  nChanged 23
		SP:Iteration 11Q (46532.770000 sec): 3 clusters
  Score: Raw -222687.053008 + Penalty 2471.104785 = -220215.948222
  nChanged 16
		SP:Iteration 12Q (46532.960000 sec): 3 clusters
  Score: Raw -222694.858412 + Penalty 2471.104785 = -220223.753626
  nChanged 9
		SP:Iteration 13Q (46533.100000 sec): 3 clusters
  Score: Raw -222700.689842 + Penalty 2471.104785 = -220229.585056
  nChanged 8
		SP:Iteration 14Q (46533.320000 sec): 3 clusters
  Score: Raw -222703.538917 + Penalty 2471.104785 = -220232.434132
  nChanged 5
		SP:Iteration 15Q (46533.450000 sec): 3 clusters
  Score: Raw -222707.868996 + Penalty 2471.104785 = -220236.764210
  nChanged 6
		SP:Iteration 16Q (46533.630000 sec): 3 clusters
  Score: Raw -222711.865416 + Penalty 2471.104785 = -220240.760631
  nChanged 2
		SP:Iteration 17Q (46533.800000 sec): 3 clusters
  Score: Raw -222713.606701 + Penalty 2471.104785 = -220242.501916
  nChanged 4
		SP:Iteration 18Q (46534.000000 sec): 3 clusters
  Score: Raw -222714.965259 + Penalty 2471.104785 = -220243.860473
  nChanged 3
		SP:Iteration 19Q (46534.180000 sec): 3 clusters
  Score: Raw -222716.844154 + Penalty 2471.104785 = -220245.739368
  nChanged 3
		SP:Iteration 20F (46534.370000 sec): 3 clusters
  Score: Raw -222717.860884 + Penalty 2471.104785 = -220246.756098
  nChanged 2
		SP:Iteration 21Q (46534.540000 sec): 3 clusters
  Score: Raw -222718.357975 + Penalty 2471.104785 = -220247.253190
  nChanged 0
		SP:Iteration 22F (46534.720000 sec): 3 clusters
  Score: Raw -222718.357975 + Penalty 2471.104785 = -220247.253190
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46534.840000 sec): 2 clusters
  Score: Raw -1101994.896215 + Penalty 1486.608269 = -1100508.287946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46535.080000 sec): 3 clusters
  Score: Raw -1096688.628385 + Penalty 2973.216538 = -1093715.411847
  nChanged 4026
		SP:Iteration 1F (46535.290000 sec): 3 clusters
  Score: Raw -1099156.114060 + Penalty 2973.216538 = -1096182.897522
  nChanged 698
		SP:Iteration 2F (46535.500000 sec): 3 clusters
  Score: Raw -1099556.771016 + Penalty 2973.216538 = -1096583.554478
  nChanged 548
		SP:Iteration 3F (46535.700000 sec): 3 clusters
  Score: Raw -1099849.565699 + Penalty 2973.216538 = -1096876.349160
  nChanged 504
		SP:Iteration 4F (46535.920000 sec): 3 clusters
  Score: Raw -1100097.570950 + Penalty 2973.216538 = -1097124.354412
  nChanged 414
		SP:Iteration 5Q (46536.110000 sec): 3 clusters
  Score: Raw -1100284.559646 + Penalty 2973.216538 = -1097311.343107
  nChanged 349
		SP:Iteration 6Q (46536.310000 sec): 3 clusters
  Score: Raw -1100418.728773 + Penalty 2973.216538 = -1097445.512235
  nChanged 295
		SP:Iteration 7Q (46536.520000 sec): 3 clusters
  Score: Raw -1100521.544853 + Penalty 2973.216538 = -1097548.328315
  nChanged 251
		SP:Iteration 8Q (46536.690000 sec): 3 clusters
  Score: Raw -1100611.907849 + Penalty 2973.216538 = -1097638.691311
  nChanged 237
		SP:Iteration 9Q (46536.930000 sec): 3 clusters
  Score: Raw -1100706.022123 + Penalty 2973.216538 = -1097732.805585
  nChanged 241
		SP:Iteration 10Q (46537.130000 sec): 3 clusters
  Score: Raw -1100818.376793 + Penalty 2973.216538 = -1097845.160255
  nChanged 239
		SP:Iteration 11Q (46537.370000 sec): 3 clusters
  Score: Raw -1100927.572114 + Penalty 2973.216538 = -1097954.355576
  nChanged 218
		SP:Iteration 12Q (46537.570000 sec): 3 clusters
  Score: Raw -1101032.949487 + Penalty 2973.216538 = -1098059.732949
  nChanged 233
		SP:Iteration 13Q (46537.780000 sec): 3 clusters
  Score: Raw -1101148.665743 + Penalty 2973.216538 = -1098175.449205
  nChanged 223
		SP:Iteration 14Q (46537.980000 sec): 3 clusters
  Score: Raw -1101276.097447 + Penalty 2973.216538 = -1098302.880909
  nChanged 245
		SP:Iteration 15Q (46538.220000 sec): 3 clusters
  Score: Raw -1101412.952145 + Penalty 2973.216538 = -1098439.735607
  nChanged 224
		SP:Iteration 16Q (46538.420000 sec): 3 clusters
  Score: Raw -1101539.954029 + Penalty 2973.216538 = -1098566.737490
  nChanged 210
		SP:Iteration 17Q (46538.590000 sec): 3 clusters
  Score: Raw -1101675.231827 + Penalty 2973.216538 = -1098702.015289
  nChanged 225
		SP:Iteration 18Q (46538.850000 sec): 3 clusters
  Score: Raw -1101819.103743 + Penalty 2973.216538 = -1098845.887205
  nChanged 217
		SP:Iteration 19Q (46539.030000 sec): 3 clusters
  Score: Raw -1101947.708741 + Penalty 2973.216538 = -1098974.492202
  nChanged 197
		SP:Iteration 20F (46539.230000 sec): 3 clusters
  Score: Raw -1102038.587028 + Penalty 2973.216538 = -1099065.370489
  nChanged 160
		SP:Iteration 21Q (46539.470000 sec): 3 clusters
  Score: Raw -1102101.074668 + Penalty 2973.216538 = -1099127.858129
  nChanged 128
		SP:Iteration 22Q (46539.660000 sec): 3 clusters
  Score: Raw -1102166.589433 + Penalty 2973.216538 = -1099193.372894
  nChanged 127
		SP:Iteration 23Q (46539.880000 sec): 3 clusters
  Score: Raw -1102230.372263 + Penalty 2973.216538 = -1099257.155725
  nChanged 110
		SP:Iteration 24Q (46540.050000 sec): 3 clusters
  Score: Raw -1102287.457929 + Penalty 2973.216538 = -1099314.241391
  nChanged 119
		SP:Iteration 25Q (46540.290000 sec): 3 clusters
  Score: Raw -1102344.129855 + Penalty 2973.216538 = -1099370.913317
  nChanged 107
		SP:Iteration 26Q (46540.500000 sec): 3 clusters
  Score: Raw -1102400.606849 + Penalty 2973.216538 = -1099427.390311
  nChanged 102
		SP:Iteration 27Q (46540.690000 sec): 3 clusters
  Score: Raw -1102439.259501 + Penalty 2973.216538 = -1099466.042962
  nChanged 79
		SP:Iteration 28Q (46540.900000 sec): 3 clusters
  Score: Raw -1102478.345791 + Penalty 2973.216538 = -1099505.129252
  nChanged 81
		SP:Iteration 29Q (46541.090000 sec): 3 clusters
  Score: Raw -1102521.816328 + Penalty 2973.216538 = -1099548.599789
  nChanged 78
		SP:Iteration 30Q (46541.310000 sec): 3 clusters
  Score: Raw -1102553.159323 + Penalty 2973.216538 = -1099579.942785
  nChanged 52
		SP:Iteration 31Q (46541.470000 sec): 3 clusters
  Score: Raw -1102573.659690 + Penalty 2973.216538 = -1099600.443151
  nChanged 54
		SP:Iteration 32Q (46541.660000 sec): 3 clusters
  Score: Raw -1102595.203101 + Penalty 2973.216538 = -1099621.986563
  nChanged 45
		SP:Iteration 33Q (46541.910000 sec): 3 clusters
  Score: Raw -1102615.783476 + Penalty 2973.216538 = -1099642.566938
  nChanged 43
		SP:Iteration 34Q (46542.120000 sec): 3 clusters
  Score: Raw -1102631.650101 + Penalty 2973.216538 = -1099658.433563
  nChanged 42
		SP:Iteration 35Q (46542.320000 sec): 3 clusters
  Score: Raw -1102648.608407 + Penalty 2973.216538 = -1099675.391868
  nChanged 29
		SP:Iteration 36Q (46542.520000 sec): 3 clusters
  Score: Raw -1102667.034285 + Penalty 2973.216538 = -1099693.817747
  nChanged 36
		SP:Iteration 37Q (46542.680000 sec): 3 clusters
  Score: Raw -1102697.302499 + Penalty 2973.216538 = -1099724.085961
  nChanged 45
		SP:Iteration 38Q (46542.880000 sec): 3 clusters
  Score: Raw -1102749.036184 + Penalty 2973.216538 = -1099775.819646
  nChanged 57
		SP:Iteration 39Q (46543.090000 sec): 3 clusters
  Score: Raw -1102796.059493 + Penalty 2973.216538 = -1099822.842954
  nChanged 55
		SP:Iteration 40F (46543.280000 sec): 3 clusters
  Score: Raw -1102825.191580 + Penalty 2973.216538 = -1099851.975042
  nChanged 39
		SP:Iteration 41Q (46543.510000 sec): 3 clusters
  Score: Raw -1102836.052393 + Penalty 2973.216538 = -1099862.835855
  nChanged 19
		SP:Iteration 42Q (46543.700000 sec): 3 clusters
  Score: Raw -1102841.013193 + Penalty 2973.216538 = -1099867.796654
  nChanged 11
		SP:Iteration 43Q (46543.940000 sec): 3 clusters
  Score: Raw -1102843.596543 + Penalty 2973.216538 = -1099870.380004
  nChanged 9
		SP:Iteration 44Q (46544.160000 sec): 3 clusters
  Score: Raw -1102845.487780 + Penalty 2973.216538 = -1099872.271242
  nChanged 7
		SP:Iteration 45Q (46544.370000 sec): 3 clusters
  Score: Raw -1102846.913767 + Penalty 2973.216538 = -1099873.697228
  nChanged 4
		SP:Iteration 46Q (46544.550000 sec): 3 clusters
  Score: Raw -1102847.570509 + Penalty 2973.216538 = -1099874.353970
  nChanged 2
		SP:Iteration 47Q (46544.740000 sec): 3 clusters
  Score: Raw -1102847.928391 + Penalty 2973.216538 = -1099874.711853
  nChanged 2
		SP:Iteration 48Q (46544.960000 sec): 3 clusters
  Score: Raw -1102848.341727 + Penalty 2973.216538 = -1099875.125189
  nChanged 2
		SP:Iteration 49Q (46545.180000 sec): 3 clusters
  Score: Raw -1102848.763866 + Penalty 2973.216538 = -1099875.547328
  nChanged 1
		SP:Iteration 50Q (46545.310000 sec): 3 clusters
  Score: Raw -1102848.867252 + Penalty 2973.216538 = -1099875.650713
  nChanged 1
		SP:Iteration 51Q (46545.510000 sec): 3 clusters
  Score: Raw -1102848.990246 + Penalty 2973.216538 = -1099875.773708
  nChanged 1
		SP:Iteration 52Q (46545.740000 sec): 3 clusters
  Score: Raw -1102849.133493 + Penalty 2973.216538 = -1099875.916955
  nChanged 0
		SP:Iteration 53F (46545.950000 sec): 3 clusters
  Score: Raw -1102849.133493 + Penalty 2973.216538 = -1099875.916955
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46546.030000 sec): 2 clusters
  Score: Raw -375956.495035 + Penalty 1308.911536 = -374647.583499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46546.180000 sec): 3 clusters
  Score: Raw -374461.143124 + Penalty 2617.823072 = -371843.320052
  nChanged 1163
		SP:Iteration 1F (46546.360000 sec): 3 clusters
  Score: Raw -375080.929134 + Penalty 2617.823072 = -372463.106062
  nChanged 240
		SP:Iteration 2F (46546.570000 sec): 3 clusters
  Score: Raw -375217.372801 + Penalty 2617.823072 = -372599.549730
  nChanged 172
		SP:Iteration 3F (46546.780000 sec): 3 clusters
  Score: Raw -375315.105973 + Penalty 2617.823072 = -372697.282901
  nChanged 131
		SP:Iteration 4Q (46546.940000 sec): 3 clusters
  Score: Raw -375393.532264 + Penalty 2617.823072 = -372775.709193
  nChanged 109
		SP:Iteration 5Q (46547.120000 sec): 3 clusters
  Score: Raw -375453.648034 + Penalty 2617.823072 = -372835.824962
  nChanged 88
		SP:Iteration 6Q (46547.320000 sec): 3 clusters
  Score: Raw -375495.172059 + Penalty 2617.823072 = -372877.348988
  nChanged 73
		SP:Iteration 7Q (46547.510000 sec): 3 clusters
  Score: Raw -375539.989909 + Penalty 2617.823072 = -372922.166837
  nChanged 77
		SP:Iteration 8Q (46547.660000 sec): 3 clusters
  Score: Raw -375585.445708 + Penalty 2617.823072 = -372967.622636
  nChanged 74
		SP:Iteration 9Q (46547.850000 sec): 3 clusters
  Score: Raw -375631.911630 + Penalty 2617.823072 = -373014.088558
  nChanged 80
		SP:Iteration 10Q (46548.060000 sec): 3 clusters
  Score: Raw -375684.855559 + Penalty 2617.823072 = -373067.032487
  nChanged 84
		SP:Iteration 11Q (46548.200000 sec): 3 clusters
  Score: Raw -375740.928783 + Penalty 2617.823072 = -373123.105711
  nChanged 85
		SP:Iteration 12Q (46548.420000 sec): 3 clusters
  Score: Raw -375790.913930 + Penalty 2617.823072 = -373173.090858
  nChanged 64
		SP:Iteration 13Q (46548.620000 sec): 3 clusters
  Score: Raw -375835.013042 + Penalty 2617.823072 = -373217.189970
  nChanged 66
		SP:Iteration 14Q (46548.810000 sec): 3 clusters
  Score: Raw -375877.554128 + Penalty 2617.823072 = -373259.731056
  nChanged 59
		SP:Iteration 15Q (46548.970000 sec): 3 clusters
  Score: Raw -375912.548919 + Penalty 2617.823072 = -373294.725847
  nChanged 47
		SP:Iteration 16Q (46549.120000 sec): 3 clusters
  Score: Raw -375940.237200 + Penalty 2617.823072 = -373322.414128
  nChanged 48
		SP:Iteration 17Q (46549.330000 sec): 3 clusters
  Score: Raw -375970.958850 + Penalty 2617.823072 = -373353.135778
  nChanged 51
		SP:Iteration 18Q (46549.500000 sec): 3 clusters
  Score: Raw -375999.942747 + Penalty 2617.823072 = -373382.119676
  nChanged 37
		SP:Iteration 19Q (46549.690000 sec): 3 clusters
  Score: Raw -376022.534031 + Penalty 2617.823072 = -373404.710959
  nChanged 42
		SP:Iteration 20F (46549.860000 sec): 3 clusters
  Score: Raw -376045.253906 + Penalty 2617.823072 = -373427.430834
  nChanged 35
		SP:Iteration 21Q (46550.070000 sec): 3 clusters
  Score: Raw -376064.544987 + Penalty 2617.823072 = -373446.721915
  nChanged 31
		SP:Iteration 22Q (46550.220000 sec): 3 clusters
  Score: Raw -376084.174820 + Penalty 2617.823072 = -373466.351748
  nChanged 20
		SP:Iteration 23Q (46550.410000 sec): 3 clusters
  Score: Raw -376096.874258 + Penalty 2617.823072 = -373479.051187
  nChanged 17
		SP:Iteration 24Q (46550.590000 sec): 3 clusters
  Score: Raw -376106.095970 + Penalty 2617.823072 = -373488.272898
  nChanged 17
		SP:Iteration 25Q (46550.770000 sec): 3 clusters
  Score: Raw -376114.345026 + Penalty 2617.823072 = -373496.521954
  nChanged 16
		SP:Iteration 26Q (46550.970000 sec): 3 clusters
  Score: Raw -376123.056098 + Penalty 2617.823072 = -373505.233026
  nChanged 19
		SP:Iteration 27Q (46551.130000 sec): 3 clusters
  Score: Raw -376132.462925 + Penalty 2617.823072 = -373514.639853
  nChanged 20
		SP:Iteration 28Q (46551.330000 sec): 3 clusters
  Score: Raw -376145.708998 + Penalty 2617.823072 = -373527.885927
  nChanged 22
		SP:Iteration 29Q (46551.490000 sec): 3 clusters
  Score: Raw -376156.040035 + Penalty 2617.823072 = -373538.216964
  nChanged 13
		SP:Iteration 30Q (46551.670000 sec): 3 clusters
  Score: Raw -376160.315199 + Penalty 2617.823072 = -373542.492127
  nChanged 9
		SP:Iteration 31Q (46551.820000 sec): 3 clusters
  Score: Raw -376164.618121 + Penalty 2617.823072 = -373546.795049
  nChanged 11
		SP:Iteration 32Q (46552.050000 sec): 3 clusters
  Score: Raw -376171.749994 + Penalty 2617.823072 = -373553.926922
  nChanged 10
		SP:Iteration 33Q (46552.180000 sec): 3 clusters
  Score: Raw -376175.895282 + Penalty 2617.823072 = -373558.072210
  nChanged 7
		SP:Iteration 34Q (46552.360000 sec): 3 clusters
  Score: Raw -376178.978166 + Penalty 2617.823072 = -373561.155094
  nChanged 10
		SP:Iteration 35Q (46552.520000 sec): 3 clusters
  Score: Raw -376184.216354 + Penalty 2617.823072 = -373566.393282
  nChanged 14
		SP:Iteration 36Q (46552.740000 sec): 3 clusters
  Score: Raw -376190.072259 + Penalty 2617.823072 = -373572.249187
  nChanged 12
		SP:Iteration 37Q (46552.920000 sec): 3 clusters
  Score: Raw -376195.006219 + Penalty 2617.823072 = -373577.183147
  nChanged 14
		SP:Iteration 38Q (46553.090000 sec): 3 clusters
  Score: Raw -376203.344618 + Penalty 2617.823072 = -373585.521546
  nChanged 9
		SP:Iteration 39Q (46553.320000 sec): 3 clusters
  Score: Raw -376208.894141 + Penalty 2617.823072 = -373591.071069
  nChanged 11
		SP:Iteration 40F (46553.500000 sec): 3 clusters
  Score: Raw -376213.851083 + Penalty 2617.823072 = -373596.028011
  nChanged 8
		SP:Iteration 41Q (46553.660000 sec): 3 clusters
  Score: Raw -376218.842990 + Penalty 2617.823072 = -373601.019919
  nChanged 7
		SP:Iteration 42Q (46553.800000 sec): 3 clusters
  Score: Raw -376222.274976 + Penalty 2617.823072 = -373604.451904
  nChanged 8
		SP:Iteration 43Q (46553.980000 sec): 3 clusters
  Score: Raw -376226.015163 + Penalty 2617.823072 = -373608.192091
  nChanged 7
		SP:Iteration 44Q (46554.120000 sec): 3 clusters
  Score: Raw -376229.593070 + Penalty 2617.823072 = -373611.769998
  nChanged 4
		SP:Iteration 45Q (46554.300000 sec): 3 clusters
  Score: Raw -376230.931749 + Penalty 2617.823072 = -373613.108677
  nChanged 5
		SP:Iteration 46Q (46554.480000 sec): 3 clusters
  Score: Raw -376232.925082 + Penalty 2617.823072 = -373615.102010
  nChanged 5
		SP:Iteration 47Q (46554.700000 sec): 3 clusters
  Score: Raw -376234.433630 + Penalty 2617.823072 = -373616.610558
  nChanged 4
		SP:Iteration 48Q (46554.870000 sec): 3 clusters
  Score: Raw -376237.080491 + Penalty 2617.823072 = -373619.257420
  nChanged 5
		SP:Iteration 49Q (46555.050000 sec): 3 clusters
  Score: Raw -376239.505213 + Penalty 2617.823072 = -373621.682141
  nChanged 4
		SP:Iteration 50Q (46555.220000 sec): 3 clusters
  Score: Raw -376240.559558 + Penalty 2617.823072 = -373622.736487
  nChanged 1
		SP:Iteration 51Q (46555.430000 sec): 3 clusters
  Score: Raw -376240.758826 + Penalty 2617.823072 = -373622.935754
  nChanged 3
		SP:Iteration 52Q (46555.600000 sec): 3 clusters
  Score: Raw -376241.548834 + Penalty 2617.823072 = -373623.725762
  nChanged 1
		SP:Iteration 53Q (46555.790000 sec): 3 clusters
  Score: Raw -376241.648049 + Penalty 2617.823072 = -373623.824977
  nChanged 0
		SP:Iteration 54F (46555.980000 sec): 3 clusters
  Score: Raw -376241.648049 + Penalty 2617.823072 = -373623.824977
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46556.120000 sec): 2 clusters
  Score: Raw -1249215.865340 + Penalty 1505.180325 = -1247710.685016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46556.330000 sec): 3 clusters
  Score: Raw -1243178.853467 + Penalty 3010.360649 = -1240168.492818
  nChanged 4567
		SP:Iteration 1F (46556.560000 sec): 3 clusters
  Score: Raw -1245631.619887 + Penalty 3010.360649 = -1242621.259238
  nChanged 593
		SP:Iteration 2F (46556.760000 sec): 3 clusters
  Score: Raw -1245874.216058 + Penalty 3010.360649 = -1242863.855409
  nChanged 516
		SP:Iteration 3Q (46556.990000 sec): 3 clusters
  Score: Raw -1246086.673961 + Penalty 3010.360649 = -1243076.313312
  nChanged 508
		SP:Iteration 4Q (46557.160000 sec): 3 clusters
  Score: Raw -1246313.183055 + Penalty 3010.360649 = -1243302.822406
  nChanged 526
		SP:Iteration 5Q (46557.380000 sec): 3 clusters
  Score: Raw -1246590.759920 + Penalty 3010.360649 = -1243580.399271
  nChanged 611
		SP:Iteration 6F (46557.610000 sec): 3 clusters
  Score: Raw -1246962.778075 + Penalty 3010.360649 = -1243952.417425
  nChanged 658
		SP:Iteration 7F (46557.830000 sec): 3 clusters
  Score: Raw -1247434.909929 + Penalty 3010.360649 = -1244424.549280
  nChanged 662
		SP:Iteration 8F (46558.080000 sec): 3 clusters
  Score: Raw -1247931.973200 + Penalty 3010.360649 = -1244921.612551
  nChanged 565
		SP:Iteration 9F (46558.280000 sec): 3 clusters
  Score: Raw -1248383.894467 + Penalty 3010.360649 = -1245373.533818
  nChanged 430
		SP:Iteration 10Q (46558.470000 sec): 3 clusters
  Score: Raw -1248719.081391 + Penalty 3010.360649 = -1245708.720742
  nChanged 300
		SP:Iteration 11Q (46558.690000 sec): 3 clusters
  Score: Raw -1248948.569785 + Penalty 3010.360649 = -1245938.209135
  nChanged 200
		SP:Iteration 12Q (46558.920000 sec): 3 clusters
  Score: Raw -1249095.658148 + Penalty 3010.360649 = -1246085.297499
  nChanged 131
		SP:Iteration 13Q (46559.130000 sec): 3 clusters
  Score: Raw -1249191.258054 + Penalty 3010.360649 = -1246180.897405
  nChanged 70
		SP:Iteration 14Q (46559.340000 sec): 3 clusters
  Score: Raw -1249250.729282 + Penalty 3010.360649 = -1246240.368633
  nChanged 44
		SP:Iteration 15Q (46559.540000 sec): 3 clusters
  Score: Raw -1249283.470682 + Penalty 3010.360649 = -1246273.110033
  nChanged 35
		SP:Iteration 16Q (46559.780000 sec): 3 clusters
  Score: Raw -1249307.470236 + Penalty 3010.360649 = -1246297.109586
  nChanged 22
		SP:Iteration 17Q (46559.970000 sec): 3 clusters
  Score: Raw -1249326.444714 + Penalty 3010.360649 = -1246316.084065
  nChanged 21
		SP:Iteration 18Q (46560.190000 sec): 3 clusters
  Score: Raw -1249346.408578 + Penalty 3010.360649 = -1246336.047929
  nChanged 17
		SP:Iteration 19Q (46560.410000 sec): 3 clusters
  Score: Raw -1249361.085963 + Penalty 3010.360649 = -1246350.725314
  nChanged 11
		SP:Iteration 20F (46560.620000 sec): 3 clusters
  Score: Raw -1249372.470852 + Penalty 3010.360649 = -1246362.110203
  nChanged 7
		SP:Iteration 21Q (46560.830000 sec): 3 clusters
  Score: Raw -1249378.214114 + Penalty 3010.360649 = -1246367.853465
  nChanged 6
		SP:Iteration 22Q (46561.010000 sec): 3 clusters
  Score: Raw -1249381.795733 + Penalty 3010.360649 = -1246371.435083
  nChanged 5
		SP:Iteration 23Q (46561.210000 sec): 3 clusters
  Score: Raw -1249386.921955 + Penalty 3010.360649 = -1246376.561306
  nChanged 3
		SP:Iteration 24Q (46561.460000 sec): 3 clusters
  Score: Raw -1249389.185373 + Penalty 3010.360649 = -1246378.824724
  nChanged 1
		SP:Iteration 25Q (46561.680000 sec): 3 clusters
  Score: Raw -1249389.481495 + Penalty 3010.360649 = -1246379.120845
  nChanged 0
		SP:Iteration 26F (46561.870000 sec): 3 clusters
  Score: Raw -1249389.481495 + Penalty 3010.360649 = -1246379.120845
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46561.970000 sec): 2 clusters
  Score: Raw -414744.366978 + Penalty 1326.130637 = -413418.236341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46562.140000 sec): 3 clusters
  Score: Raw -412980.291205 + Penalty 2652.261274 = -410328.029930
  nChanged 1390
		SP:Iteration 1F (46562.310000 sec): 3 clusters
  Score: Raw -413798.539121 + Penalty 2652.261274 = -411146.277847
  nChanged 285
		SP:Iteration 2F (46562.510000 sec): 3 clusters
  Score: Raw -413952.249732 + Penalty 2652.261274 = -411299.988457
  nChanged 187
		SP:Iteration 3F (46562.710000 sec): 3 clusters
  Score: Raw -414049.357434 + Penalty 2652.261274 = -411397.096160
  nChanged 116
		SP:Iteration 4Q (46562.880000 sec): 3 clusters
  Score: Raw -414104.500143 + Penalty 2652.261274 = -411452.238869
  nChanged 93
		SP:Iteration 5Q (46563.090000 sec): 3 clusters
  Score: Raw -414148.689890 + Penalty 2652.261274 = -411496.428616
  nChanged 80
		SP:Iteration 6Q (46563.270000 sec): 3 clusters
  Score: Raw -414183.611282 + Penalty 2652.261274 = -411531.350008
  nChanged 63
		SP:Iteration 7Q (46563.440000 sec): 3 clusters
  Score: Raw -414207.766293 + Penalty 2652.261274 = -411555.505019
  nChanged 62
		SP:Iteration 8Q (46563.630000 sec): 3 clusters
  Score: Raw -414234.129092 + Penalty 2652.261274 = -411581.867817
  nChanged 57
		SP:Iteration 9Q (46563.800000 sec): 3 clusters
  Score: Raw -414257.173915 + Penalty 2652.261274 = -411604.912641
  nChanged 47
		SP:Iteration 10Q (46563.970000 sec): 3 clusters
  Score: Raw -414280.481331 + Penalty 2652.261274 = -411628.220057
  nChanged 51
		SP:Iteration 11Q (46564.160000 sec): 3 clusters
  Score: Raw -414303.881449 + Penalty 2652.261274 = -411651.620175
  nChanged 64
		SP:Iteration 12Q (46564.330000 sec): 3 clusters
  Score: Raw -414329.723097 + Penalty 2652.261274 = -411677.461823
  nChanged 48
		SP:Iteration 13Q (46564.540000 sec): 3 clusters
  Score: Raw -414350.486200 + Penalty 2652.261274 = -411698.224925
  nChanged 41
		SP:Iteration 14Q (46564.710000 sec): 3 clusters
  Score: Raw -414369.787391 + Penalty 2652.261274 = -411717.526117
  nChanged 41
		SP:Iteration 15Q (46564.890000 sec): 3 clusters
  Score: Raw -414388.479427 + Penalty 2652.261274 = -411736.218152
  nChanged 38
		SP:Iteration 16Q (46565.090000 sec): 3 clusters
  Score: Raw -414410.158080 + Penalty 2652.261274 = -411757.896805
  nChanged 62
		SP:Iteration 17Q (46565.280000 sec): 3 clusters
  Score: Raw -414450.426391 + Penalty 2652.261274 = -411798.165117
  nChanged 52
		SP:Iteration 18Q (46565.440000 sec): 3 clusters
  Score: Raw -414481.767109 + Penalty 2652.261274 = -411829.505835
  nChanged 50
		SP:Iteration 19Q (46565.630000 sec): 3 clusters
  Score: Raw -414523.234277 + Penalty 2652.261274 = -411870.973003
  nChanged 55
		SP:Iteration 20F (46565.820000 sec): 3 clusters
  Score: Raw -414557.634113 + Penalty 2652.261274 = -411905.372839
  nChanged 56
		SP:Iteration 21Q (46566.040000 sec): 3 clusters
  Score: Raw -414600.625645 + Penalty 2652.261274 = -411948.364370
  nChanged 57
		SP:Iteration 22Q (46566.190000 sec): 3 clusters
  Score: Raw -414634.618615 + Penalty 2652.261274 = -411982.357341
  nChanged 43
		SP:Iteration 23Q (46566.340000 sec): 3 clusters
  Score: Raw -414661.186728 + Penalty 2652.261274 = -412008.925453
  nChanged 45
		SP:Iteration 24Q (46566.520000 sec): 3 clusters
  Score: Raw -414687.605086 + Penalty 2652.261274 = -412035.343812
  nChanged 45
		SP:Iteration 25Q (46566.680000 sec): 3 clusters
  Score: Raw -414712.635504 + Penalty 2652.261274 = -412060.374229
  nChanged 32
		SP:Iteration 26Q (46566.840000 sec): 3 clusters
  Score: Raw -414727.615245 + Penalty 2652.261274 = -412075.353971
  nChanged 28
		SP:Iteration 27Q (46567.020000 sec): 3 clusters
  Score: Raw -414741.929141 + Penalty 2652.261274 = -412089.667866
  nChanged 24
		SP:Iteration 28Q (46567.190000 sec): 3 clusters
  Score: Raw -414752.108905 + Penalty 2652.261274 = -412099.847630
  nChanged 12
		SP:Iteration 29Q (46567.380000 sec): 3 clusters
  Score: Raw -414755.838421 + Penalty 2652.261274 = -412103.577147
  nChanged 12
		SP:Iteration 30Q (46567.600000 sec): 3 clusters
  Score: Raw -414760.495008 + Penalty 2652.261274 = -412108.233734
  nChanged 12
		SP:Iteration 31Q (46567.770000 sec): 3 clusters
  Score: Raw -414766.979902 + Penalty 2652.261274 = -412114.718628
  nChanged 10
		SP:Iteration 32Q (46567.950000 sec): 3 clusters
  Score: Raw -414771.126314 + Penalty 2652.261274 = -412118.865040
  nChanged 12
		SP:Iteration 33Q (46568.150000 sec): 3 clusters
  Score: Raw -414775.657452 + Penalty 2652.261274 = -412123.396178
  nChanged 8
		SP:Iteration 34Q (46568.320000 sec): 3 clusters
  Score: Raw -414778.938569 + Penalty 2652.261274 = -412126.677295
  nChanged 10
		SP:Iteration 35Q (46568.500000 sec): 3 clusters
  Score: Raw -414782.270226 + Penalty 2652.261274 = -412130.008952
  nChanged 12
		SP:Iteration 36Q (46568.690000 sec): 3 clusters
  Score: Raw -414787.785473 + Penalty 2652.261274 = -412135.524199
  nChanged 11
		SP:Iteration 37Q (46568.890000 sec): 3 clusters
  Score: Raw -414791.347597 + Penalty 2652.261274 = -412139.086323
  nChanged 9
		SP:Iteration 38Q (46569.090000 sec): 3 clusters
  Score: Raw -414795.269384 + Penalty 2652.261274 = -412143.008110
  nChanged 9
		SP:Iteration 39Q (46569.260000 sec): 3 clusters
  Score: Raw -414798.636986 + Penalty 2652.261274 = -412146.375712
  nChanged 7
		SP:Iteration 40F (46569.430000 sec): 3 clusters
  Score: Raw -414801.774262 + Penalty 2652.261274 = -412149.512988
  nChanged 7
		SP:Iteration 41Q (46569.640000 sec): 3 clusters
  Score: Raw -414806.548973 + Penalty 2652.261274 = -412154.287698
  nChanged 6
		SP:Iteration 42Q (46569.780000 sec): 3 clusters
  Score: Raw -414810.448195 + Penalty 2652.261274 = -412158.186921
  nChanged 9
		SP:Iteration 43Q (46569.980000 sec): 3 clusters
  Score: Raw -414814.426519 + Penalty 2652.261274 = -412162.165245
  nChanged 7
		SP:Iteration 44Q (46570.140000 sec): 3 clusters
  Score: Raw -414817.256867 + Penalty 2652.261274 = -412164.995592
  nChanged 5
		SP:Iteration 45Q (46570.320000 sec): 3 clusters
  Score: Raw -414819.827810 + Penalty 2652.261274 = -412167.566536
  nChanged 5
		SP:Iteration 46Q (46570.520000 sec): 3 clusters
  Score: Raw -414821.617395 + Penalty 2652.261274 = -412169.356121
  nChanged 3
		SP:Iteration 47Q (46570.730000 sec): 3 clusters
  Score: Raw -414824.079333 + Penalty 2652.261274 = -412171.818058
  nChanged 6
		SP:Iteration 48Q (46570.900000 sec): 3 clusters
  Score: Raw -414826.791731 + Penalty 2652.261274 = -412174.530457
  nChanged 4
		SP:Iteration 49Q (46571.100000 sec): 3 clusters
  Score: Raw -414829.908531 + Penalty 2652.261274 = -412177.647257
  nChanged 7
		SP:Iteration 50Q (46571.300000 sec): 3 clusters
  Score: Raw -414833.156673 + Penalty 2652.261274 = -412180.895399
  nChanged 5
		SP:Iteration 51Q (46571.470000 sec): 3 clusters
  Score: Raw -414837.283594 + Penalty 2652.261274 = -412185.022320
  nChanged 5
		SP:Iteration 52Q (46571.700000 sec): 3 clusters
  Score: Raw -414841.140945 + Penalty 2652.261274 = -412188.879671
  nChanged 3
		SP:Iteration 53Q (46571.880000 sec): 3 clusters
  Score: Raw -414843.274687 + Penalty 2652.261274 = -412191.013413
  nChanged 3
		SP:Iteration 54Q (46572.020000 sec): 3 clusters
  Score: Raw -414844.424365 + Penalty 2652.261274 = -412192.163091
  nChanged 1
		SP:Iteration 55Q (46572.200000 sec): 3 clusters
  Score: Raw -414844.725949 + Penalty 2652.261274 = -412192.464674
  nChanged 1
		SP:Iteration 56Q (46572.390000 sec): 3 clusters
  Score: Raw -414845.286109 + Penalty 2652.261274 = -412193.024835
  nChanged 4
		SP:Iteration 57Q (46572.620000 sec): 3 clusters
  Score: Raw -414847.202036 + Penalty 2652.261274 = -412194.940762
  nChanged 4
		SP:Iteration 58Q (46572.810000 sec): 3 clusters
  Score: Raw -414849.205501 + Penalty 2652.261274 = -412196.944227
  nChanged 6
		SP:Iteration 59Q (46573.000000 sec): 3 clusters
  Score: Raw -414854.727613 + Penalty 2652.261274 = -412202.466339
  nChanged 8
		SP:Iteration 60F (46573.170000 sec): 3 clusters
  Score: Raw -414859.978296 + Penalty 2652.261274 = -412207.717021
  nChanged 10
		SP:Iteration 61Q (46573.350000 sec): 3 clusters
  Score: Raw -414865.548666 + Penalty 2652.261274 = -412213.287392
  nChanged 10
		SP:Iteration 62Q (46573.570000 sec): 3 clusters
  Score: Raw -414869.817512 + Penalty 2652.261274 = -412217.556238
  nChanged 3
		SP:Iteration 63Q (46573.770000 sec): 3 clusters
  Score: Raw -414872.643716 + Penalty 2652.261274 = -412220.382442
  nChanged 3
		SP:Iteration 64Q (46573.930000 sec): 3 clusters
  Score: Raw -414874.919602 + Penalty 2652.261274 = -412222.658328
  nChanged 4
		SP:Iteration 65Q (46574.130000 sec): 3 clusters
  Score: Raw -414876.705759 + Penalty 2652.261274 = -412224.444484
  nChanged 5
		SP:Iteration 66Q (46574.340000 sec): 3 clusters
  Score: Raw -414879.910729 + Penalty 2652.261274 = -412227.649455
  nChanged 4
		SP:Iteration 67Q (46574.530000 sec): 3 clusters
  Score: Raw -414881.299224 + Penalty 2652.261274 = -412229.037950
  nChanged 3
		SP:Iteration 68Q (46574.710000 sec): 3 clusters
  Score: Raw -414882.192419 + Penalty 2652.261274 = -412229.931145
  nChanged 4
		SP:Iteration 69Q (46574.900000 sec): 3 clusters
  Score: Raw -414885.027155 + Penalty 2652.261274 = -412232.765880
  nChanged 3
		SP:Iteration 70Q (46575.080000 sec): 3 clusters
  Score: Raw -414886.535858 + Penalty 2652.261274 = -412234.274583
  nChanged 2
		SP:Iteration 71Q (46575.260000 sec): 3 clusters
  Score: Raw -414887.487174 + Penalty 2652.261274 = -412235.225900
  nChanged 1
		SP:Iteration 72Q (46575.440000 sec): 3 clusters
  Score: Raw -414887.892615 + Penalty 2652.261274 = -412235.631340
  nChanged 0
		SP:Iteration 73F (46575.620000 sec): 3 clusters
  Score: Raw -414887.892615 + Penalty 2652.261274 = -412235.631340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46575.770000 sec): 2 clusters
  Score: Raw -1526070.317672 + Penalty 1536.260993 = -1524534.056679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46575.950000 sec): 3 clusters
  Score: Raw -1518704.838453 + Penalty 3072.521987 = -1515632.316466
  nChanged 5505
		SP:Iteration 1F (46576.120000 sec): 3 clusters
  Score: Raw -1521621.041732 + Penalty 3072.521987 = -1518548.519746
  nChanged 742
		SP:Iteration 2F (46576.360000 sec): 3 clusters
  Score: Raw -1521938.551651 + Penalty 3072.521987 = -1518866.029664
  nChanged 707
		SP:Iteration 3F (46576.560000 sec): 3 clusters
  Score: Raw -1522268.532690 + Penalty 3072.521987 = -1519196.010704
  nChanged 691
		SP:Iteration 4F (46576.780000 sec): 3 clusters
  Score: Raw -1522636.510270 + Penalty 3072.521987 = -1519563.988283
  nChanged 665
		SP:Iteration 5F (46576.980000 sec): 3 clusters
  Score: Raw -1523059.589912 + Penalty 3072.521987 = -1519987.067925
  nChanged 695
		SP:Iteration 6F (46577.240000 sec): 3 clusters
  Score: Raw -1523539.605925 + Penalty 3072.521987 = -1520467.083939
  nChanged 675
		SP:Iteration 7F (46577.450000 sec): 3 clusters
  Score: Raw -1524060.908819 + Penalty 3072.521987 = -1520988.386832
  nChanged 629
		SP:Iteration 8Q (46577.680000 sec): 3 clusters
  Score: Raw -1524557.483484 + Penalty 3072.521987 = -1521484.961497
  nChanged 555
		SP:Iteration 9Q (46577.910000 sec): 3 clusters
  Score: Raw -1525013.422601 + Penalty 3072.521987 = -1521940.900614
  nChanged 461
		SP:Iteration 10Q (46578.140000 sec): 3 clusters
  Score: Raw -1525403.870603 + Penalty 3072.521987 = -1522331.348617
  nChanged 323
		SP:Iteration 11Q (46578.360000 sec): 3 clusters
  Score: Raw -1525659.116844 + Penalty 3072.521987 = -1522586.594857
  nChanged 221
		SP:Iteration 12Q (46578.590000 sec): 3 clusters
  Score: Raw -1525817.227413 + Penalty 3072.521987 = -1522744.705426
  nChanged 170
		SP:Iteration 13Q (46578.780000 sec): 3 clusters
  Score: Raw -1525929.910341 + Penalty 3072.521987 = -1522857.388354
  nChanged 133
		SP:Iteration 14Q (46579.040000 sec): 3 clusters
  Score: Raw -1526004.648642 + Penalty 3072.521987 = -1522932.126655
  nChanged 104
		SP:Iteration 15Q (46579.270000 sec): 3 clusters
  Score: Raw -1526063.058621 + Penalty 3072.521987 = -1522990.536634
  nChanged 78
		SP:Iteration 16Q (46579.490000 sec): 3 clusters
  Score: Raw -1526099.633818 + Penalty 3072.521987 = -1523027.111832
  nChanged 53
		SP:Iteration 17Q (46579.680000 sec): 3 clusters
  Score: Raw -1526128.834313 + Penalty 3072.521987 = -1523056.312326
  nChanged 56
		SP:Iteration 18Q (46579.880000 sec): 3 clusters
  Score: Raw -1526152.361949 + Penalty 3072.521987 = -1523079.839962
  nChanged 37
		SP:Iteration 19Q (46580.120000 sec): 3 clusters
  Score: Raw -1526174.447806 + Penalty 3072.521987 = -1523101.925819
  nChanged 35
		SP:Iteration 20F (46580.350000 sec): 3 clusters
  Score: Raw -1526189.848011 + Penalty 3072.521987 = -1523117.326025
  nChanged 29
		SP:Iteration 21Q (46580.540000 sec): 3 clusters
  Score: Raw -1526202.409782 + Penalty 3072.521987 = -1523129.887796
  nChanged 22
		SP:Iteration 22Q (46580.780000 sec): 3 clusters
  Score: Raw -1526211.573528 + Penalty 3072.521987 = -1523139.051542
  nChanged 17
		SP:Iteration 23Q (46580.960000 sec): 3 clusters
  Score: Raw -1526217.916950 + Penalty 3072.521987 = -1523145.394964
  nChanged 7
		SP:Iteration 24Q (46581.220000 sec): 3 clusters
  Score: Raw -1526220.656161 + Penalty 3072.521987 = -1523148.134174
  nChanged 5
		SP:Iteration 25Q (46581.410000 sec): 3 clusters
  Score: Raw -1526223.566014 + Penalty 3072.521987 = -1523151.044027
  nChanged 7
		SP:Iteration 26Q (46581.620000 sec): 3 clusters
  Score: Raw -1526226.540028 + Penalty 3072.521987 = -1523154.018041
  nChanged 6
		SP:Iteration 27Q (46581.800000 sec): 3 clusters
  Score: Raw -1526228.693867 + Penalty 3072.521987 = -1523156.171880
  nChanged 12
		SP:Iteration 28Q (46582.030000 sec): 3 clusters
  Score: Raw -1526232.158964 + Penalty 3072.521987 = -1523159.636977
  nChanged 7
		SP:Iteration 29Q (46582.280000 sec): 3 clusters
  Score: Raw -1526234.871684 + Penalty 3072.521987 = -1523162.349698
  nChanged 8
		SP:Iteration 30Q (46582.480000 sec): 3 clusters
  Score: Raw -1526239.704833 + Penalty 3072.521987 = -1523167.182847
  nChanged 13
		SP:Iteration 31Q (46582.670000 sec): 3 clusters
  Score: Raw -1526247.657168 + Penalty 3072.521987 = -1523175.135181
  nChanged 13
		SP:Iteration 32Q (46582.870000 sec): 3 clusters
  Score: Raw -1526253.753035 + Penalty 3072.521987 = -1523181.231049
  nChanged 16
		SP:Iteration 33Q (46583.110000 sec): 3 clusters
  Score: Raw -1526259.804585 + Penalty 3072.521987 = -1523187.282598
  nChanged 10
		SP:Iteration 34Q (46583.300000 sec): 3 clusters
  Score: Raw -1526264.239205 + Penalty 3072.521987 = -1523191.717219
  nChanged 8
		SP:Iteration 35Q (46583.550000 sec): 3 clusters
  Score: Raw -1526268.411389 + Penalty 3072.521987 = -1523195.889402
  nChanged 11
		SP:Iteration 36Q (46583.760000 sec): 3 clusters
  Score: Raw -1526274.109008 + Penalty 3072.521987 = -1523201.587021
  nChanged 16
		SP:Iteration 37Q (46583.950000 sec): 3 clusters
  Score: Raw -1526281.852099 + Penalty 3072.521987 = -1523209.330113
  nChanged 13
		SP:Iteration 38Q (46584.190000 sec): 3 clusters
  Score: Raw -1526287.216384 + Penalty 3072.521987 = -1523214.694397
  nChanged 6
		SP:Iteration 39Q (46584.390000 sec): 3 clusters
  Score: Raw -1526289.358718 + Penalty 3072.521987 = -1523216.836732
  nChanged 6
		SP:Iteration 40F (46584.610000 sec): 3 clusters
  Score: Raw -1526291.839040 + Penalty 3072.521987 = -1523219.317053
  nChanged 7
		SP:Iteration 41Q (46584.820000 sec): 3 clusters
  Score: Raw -1526294.735972 + Penalty 3072.521987 = -1523222.213985
  nChanged 6
		SP:Iteration 42Q (46585.040000 sec): 3 clusters
  Score: Raw -1526297.888257 + Penalty 3072.521987 = -1523225.366271
  nChanged 3
		SP:Iteration 43Q (46585.250000 sec): 3 clusters
  Score: Raw -1526299.001926 + Penalty 3072.521987 = -1523226.479940
  nChanged 5
		SP:Iteration 44Q (46585.470000 sec): 3 clusters
  Score: Raw -1526301.269746 + Penalty 3072.521987 = -1523228.747759
  nChanged 4
		SP:Iteration 45Q (46585.660000 sec): 3 clusters
  Score: Raw -1526303.480942 + Penalty 3072.521987 = -1523230.958955
  nChanged 2
		SP:Iteration 46Q (46585.890000 sec): 3 clusters
  Score: Raw -1526303.985587 + Penalty 3072.521987 = -1523231.463600
  nChanged 3
		SP:Iteration 47Q (46586.090000 sec): 3 clusters
  Score: Raw -1526304.727112 + Penalty 3072.521987 = -1523232.205126
  nChanged 5
		SP:Iteration 48Q (46586.280000 sec): 3 clusters
  Score: Raw -1526306.177675 + Penalty 3072.521987 = -1523233.655689
  nChanged 2
		SP:Iteration 49Q (46586.490000 sec): 3 clusters
  Score: Raw -1526306.753665 + Penalty 3072.521987 = -1523234.231679
  nChanged 1
		SP:Iteration 50Q (46586.720000 sec): 3 clusters
  Score: Raw -1526306.900568 + Penalty 3072.521987 = -1523234.378581
  nChanged 1
		SP:Iteration 51Q (46586.950000 sec): 3 clusters
  Score: Raw -1526307.139582 + Penalty 3072.521987 = -1523234.617595
  nChanged 1
		SP:Iteration 52Q (46587.190000 sec): 3 clusters
  Score: Raw -1526307.527179 + Penalty 3072.521987 = -1523235.005193
  nChanged 2
		SP:Iteration 53Q (46587.350000 sec): 3 clusters
  Score: Raw -1526308.082375 + Penalty 3072.521987 = -1523235.560388
  nChanged 1
		SP:Iteration 54Q (46587.550000 sec): 3 clusters
  Score: Raw -1526308.299908 + Penalty 3072.521987 = -1523235.777921
  nChanged 1
		SP:Iteration 55Q (46587.780000 sec): 3 clusters
  Score: Raw -1526308.609137 + Penalty 3072.521987 = -1523236.087151
  nChanged 1
		SP:Iteration 56Q (46588.000000 sec): 3 clusters
  Score: Raw -1526309.871392 + Penalty 3072.521987 = -1523237.349405
  nChanged 6
		SP:Iteration 57Q (46588.250000 sec): 3 clusters
  Score: Raw -1526312.446701 + Penalty 3072.521987 = -1523239.924714
  nChanged 4
		SP:Iteration 58Q (46588.400000 sec): 3 clusters
  Score: Raw -1526313.687437 + Penalty 3072.521987 = -1523241.165450
  nChanged 2
		SP:Iteration 59Q (46588.620000 sec): 3 clusters
  Score: Raw -1526314.613201 + Penalty 3072.521987 = -1523242.091215
  nChanged 2
		SP:Iteration 60F (46588.780000 sec): 3 clusters
  Score: Raw -1526315.122167 + Penalty 3072.521987 = -1523242.600181
  nChanged 1
		SP:Iteration 61Q (46588.990000 sec): 3 clusters
  Score: Raw -1526315.346671 + Penalty 3072.521987 = -1523242.824684
  nChanged 1
		SP:Iteration 62Q (46589.210000 sec): 3 clusters
  Score: Raw -1526315.514510 + Penalty 3072.521987 = -1523242.992523
  nChanged 2
		SP:Iteration 63Q (46589.410000 sec): 3 clusters
  Score: Raw -1526316.219230 + Penalty 3072.521987 = -1523243.697243
  nChanged 4
		SP:Iteration 64Q (46589.620000 sec): 3 clusters
  Score: Raw -1526318.261248 + Penalty 3072.521987 = -1523245.739261
  nChanged 3
		SP:Iteration 65Q (46589.840000 sec): 3 clusters
  Score: Raw -1526319.631071 + Penalty 3072.521987 = -1523247.109084
  nChanged 2
		SP:Iteration 66Q (46590.020000 sec): 3 clusters
  Score: Raw -1526321.007725 + Penalty 3072.521987 = -1523248.485739
  nChanged 7
		SP:Iteration 67Q (46590.200000 sec): 3 clusters
  Score: Raw -1526324.176967 + Penalty 3072.521987 = -1523251.654981
  nChanged 6
		SP:Iteration 68Q (46590.400000 sec): 3 clusters
  Score: Raw -1526327.424924 + Penalty 3072.521987 = -1523254.902938
  nChanged 4
		SP:Iteration 69Q (46590.610000 sec): 3 clusters
  Score: Raw -1526328.395666 + Penalty 3072.521987 = -1523255.873679
  nChanged 0
		SP:Iteration 70F (46590.810000 sec): 3 clusters
  Score: Raw -1526328.395666 + Penalty 3072.521987 = -1523255.873679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46590.900000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46591.100000 sec): 3 clusters
  Score: Raw -145995.229123 + Penalty 2329.537985 = -143665.691138
  nChanged 457
		SP:Iteration 1F (46591.300000 sec): 3 clusters
  Score: Raw -146308.319208 + Penalty 2329.537985 = -143978.781223
  nChanged 106
		SP:Iteration 2F (46591.470000 sec): 3 clusters
  Score: Raw -146425.216385 + Penalty 2329.537985 = -144095.678400
  nChanged 78
		SP:Iteration 3F (46591.670000 sec): 3 clusters
  Score: Raw -146520.517108 + Penalty 2329.537985 = -144190.979123
  nChanged 51
		SP:Iteration 4Q (46591.880000 sec): 3 clusters
  Score: Raw -146603.592996 + Penalty 2329.537985 = -144274.055011
  nChanged 43
		SP:Iteration 5Q (46592.030000 sec): 3 clusters
  Score: Raw -146672.442207 + Penalty 2329.537985 = -144342.904222
  nChanged 48
		SP:Iteration 6Q (46592.210000 sec): 3 clusters
  Score: Raw -146762.705890 + Penalty 2329.537985 = -144433.167905
  nChanged 53
		SP:Iteration 7Q (46592.390000 sec): 3 clusters
  Score: Raw -146846.337630 + Penalty 2329.537985 = -144516.799645
  nChanged 49
		SP:Iteration 8Q (46592.590000 sec): 3 clusters
  Score: Raw -146903.636452 + Penalty 2329.537985 = -144574.098467
  nChanged 32
		SP:Iteration 9Q (46592.770000 sec): 3 clusters
  Score: Raw -146942.974777 + Penalty 2329.537985 = -144613.436792
  nChanged 22
		SP:Iteration 10Q (46592.950000 sec): 3 clusters
  Score: Raw -146963.488162 + Penalty 2329.537985 = -144633.950178
  nChanged 24
		SP:Iteration 11Q (46593.130000 sec): 3 clusters
  Score: Raw -146985.207776 + Penalty 2329.537985 = -144655.669791
  nChanged 21
		SP:Iteration 12Q (46593.330000 sec): 3 clusters
  Score: Raw -147001.631262 + Penalty 2329.537985 = -144672.093278
  nChanged 17
		SP:Iteration 13Q (46593.490000 sec): 3 clusters
  Score: Raw -147015.373614 + Penalty 2329.537985 = -144685.835629
  nChanged 8
		SP:Iteration 14Q (46593.690000 sec): 3 clusters
  Score: Raw -147023.716738 + Penalty 2329.537985 = -144694.178753
  nChanged 11
		SP:Iteration 15Q (46593.850000 sec): 3 clusters
  Score: Raw -147032.210681 + Penalty 2329.537985 = -144702.672696
  nChanged 7
		SP:Iteration 16Q (46594.030000 sec): 3 clusters
  Score: Raw -147037.640580 + Penalty 2329.537985 = -144708.102595
  nChanged 9
		SP:Iteration 17Q (46594.220000 sec): 3 clusters
  Score: Raw -147044.294814 + Penalty 2329.537985 = -144714.756829
  nChanged 10
		SP:Iteration 18Q (46594.380000 sec): 3 clusters
  Score: Raw -147052.055145 + Penalty 2329.537985 = -144722.517160
  nChanged 10
		SP:Iteration 19Q (46594.540000 sec): 3 clusters
  Score: Raw -147061.031650 + Penalty 2329.537985 = -144731.493666
  nChanged 10
		SP:Iteration 20F (46594.710000 sec): 3 clusters
  Score: Raw -147071.591649 + Penalty 2329.537985 = -144742.053664
  nChanged 8
		SP:Iteration 21Q (46594.900000 sec): 3 clusters
  Score: Raw -147079.340875 + Penalty 2329.537985 = -144749.802890
  nChanged 8
		SP:Iteration 22Q (46595.110000 sec): 3 clusters
  Score: Raw -147089.009661 + Penalty 2329.537985 = -144759.471677
  nChanged 9
		SP:Iteration 23Q (46595.250000 sec): 3 clusters
  Score: Raw -147095.619912 + Penalty 2329.537985 = -144766.081927
  nChanged 10
		SP:Iteration 24Q (46595.410000 sec): 3 clusters
  Score: Raw -147103.311461 + Penalty 2329.537985 = -144773.773476
  nChanged 7
		SP:Iteration 25Q (46595.600000 sec): 3 clusters
  Score: Raw -147109.443108 + Penalty 2329.537985 = -144779.905123
  nChanged 8
		SP:Iteration 26Q (46595.790000 sec): 3 clusters
  Score: Raw -147118.600479 + Penalty 2329.537985 = -144789.062494
  nChanged 10
		SP:Iteration 27Q (46595.940000 sec): 3 clusters
  Score: Raw -147130.073787 + Penalty 2329.537985 = -144800.535802
  nChanged 9
		SP:Iteration 28Q (46596.080000 sec): 3 clusters
  Score: Raw -147140.844066 + Penalty 2329.537985 = -144811.306081
  nChanged 11
		SP:Iteration 29Q (46596.270000 sec): 3 clusters
  Score: Raw -147156.177567 + Penalty 2329.537985 = -144826.639582
  nChanged 14
		SP:Iteration 30Q (46596.430000 sec): 3 clusters
  Score: Raw -147165.215082 + Penalty 2329.537985 = -144835.677097
  nChanged 6
		SP:Iteration 31Q (46596.620000 sec): 3 clusters
  Score: Raw -147171.510433 + Penalty 2329.537985 = -144841.972448
  nChanged 5
		SP:Iteration 32Q (46596.770000 sec): 3 clusters
  Score: Raw -147175.739681 + Penalty 2329.537985 = -144846.201696
  nChanged 3
		SP:Iteration 33Q (46596.950000 sec): 3 clusters
  Score: Raw -147179.026642 + Penalty 2329.537985 = -144849.488657
  nChanged 3
		SP:Iteration 34Q (46597.140000 sec): 3 clusters
  Score: Raw -147181.448454 + Penalty 2329.537985 = -144851.910469
  nChanged 4
		SP:Iteration 35Q (46597.340000 sec): 3 clusters
  Score: Raw -147184.927115 + Penalty 2329.537985 = -144855.389130
  nChanged 6
		SP:Iteration 36Q (46597.490000 sec): 3 clusters
  Score: Raw -147192.770485 + Penalty 2329.537985 = -144863.232500
  nChanged 7
		SP:Iteration 37Q (46597.650000 sec): 3 clusters
  Score: Raw -147197.983853 + Penalty 2329.537985 = -144868.445868
  nChanged 7
		SP:Iteration 38Q (46597.870000 sec): 3 clusters
  Score: Raw -147202.675116 + Penalty 2329.537985 = -144873.137131
  nChanged 6
		SP:Iteration 39Q (46598.030000 sec): 3 clusters
  Score: Raw -147205.850485 + Penalty 2329.537985 = -144876.312501
  nChanged 3
		SP:Iteration 40F (46598.180000 sec): 3 clusters
  Score: Raw -147208.832310 + Penalty 2329.537985 = -144879.294325
  nChanged 1
		SP:Iteration 41Q (46598.330000 sec): 3 clusters
  Score: Raw -147209.409199 + Penalty 2329.537985 = -144879.871214
  nChanged 0
		SP:Iteration 42F (46598.500000 sec): 3 clusters
  Score: Raw -147209.409199 + Penalty 2329.537985 = -144879.871214
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46598.610000 sec): 2 clusters
  Score: Raw -460162.688456 + Penalty 1344.583014 = -458818.105442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46598.830000 sec): 3 clusters
  Score: Raw -458267.692896 + Penalty 2689.166027 = -455578.526869
  nChanged 1499
		SP:Iteration 1F (46598.970000 sec): 3 clusters
  Score: Raw -459110.141733 + Penalty 2689.166027 = -456420.975706
  nChanged 269
		SP:Iteration 2F (46599.150000 sec): 3 clusters
  Score: Raw -459262.816472 + Penalty 2689.166027 = -456573.650445
  nChanged 189
		SP:Iteration 3Q (46599.300000 sec): 3 clusters
  Score: Raw -459366.339161 + Penalty 2689.166027 = -456677.173134
  nChanged 173
		SP:Iteration 4Q (46599.490000 sec): 3 clusters
  Score: Raw -459499.579812 + Penalty 2689.166027 = -456810.413785
  nChanged 184
		SP:Iteration 5Q (46599.660000 sec): 3 clusters
  Score: Raw -459671.800199 + Penalty 2689.166027 = -456982.634172
  nChanged 185
		SP:Iteration 6Q (46599.860000 sec): 3 clusters
  Score: Raw -459844.539211 + Penalty 2689.166027 = -457155.373184
  nChanged 184
		SP:Iteration 7Q (46600.030000 sec): 3 clusters
  Score: Raw -460015.348618 + Penalty 2689.166027 = -457326.182591
  nChanged 174
		SP:Iteration 8Q (46600.210000 sec): 3 clusters
  Score: Raw -460188.213719 + Penalty 2689.166027 = -457499.047691
  nChanged 181
		SP:Iteration 9Q (46600.390000 sec): 3 clusters
  Score: Raw -460360.167968 + Penalty 2689.166027 = -457671.001941
  nChanged 151
		SP:Iteration 10Q (46600.600000 sec): 3 clusters
  Score: Raw -460481.545490 + Penalty 2689.166027 = -457792.379463
  nChanged 108
		SP:Iteration 11Q (46600.750000 sec): 3 clusters
  Score: Raw -460554.998255 + Penalty 2689.166027 = -457865.832228
  nChanged 102
		SP:Iteration 12Q (46600.950000 sec): 3 clusters
  Score: Raw -460635.042634 + Penalty 2689.166027 = -457945.876607
  nChanged 101
		SP:Iteration 13Q (46601.130000 sec): 3 clusters
  Score: Raw -460726.049779 + Penalty 2689.166027 = -458036.883752
  nChanged 89
		SP:Iteration 14Q (46601.320000 sec): 3 clusters
  Score: Raw -460805.318232 + Penalty 2689.166027 = -458116.152205
  nChanged 81
		SP:Iteration 15Q (46601.480000 sec): 3 clusters
  Score: Raw -460868.719268 + Penalty 2689.166027 = -458179.553240
  nChanged 66
		SP:Iteration 16Q (46601.680000 sec): 3 clusters
  Score: Raw -460903.811116 + Penalty 2689.166027 = -458214.645088
  nChanged 55
		SP:Iteration 17Q (46601.840000 sec): 3 clusters
  Score: Raw -460936.419109 + Penalty 2689.166027 = -458247.253082
  nChanged 41
		SP:Iteration 18Q (46602.020000 sec): 3 clusters
  Score: Raw -460962.677689 + Penalty 2689.166027 = -458273.511662
  nChanged 45
		SP:Iteration 19Q (46602.250000 sec): 3 clusters
  Score: Raw -460983.782942 + Penalty 2689.166027 = -458294.616915
  nChanged 28
		SP:Iteration 20F (46602.430000 sec): 3 clusters
  Score: Raw -460996.237121 + Penalty 2689.166027 = -458307.071094
  nChanged 21
		SP:Iteration 21Q (46602.630000 sec): 3 clusters
  Score: Raw -461003.051969 + Penalty 2689.166027 = -458313.885942
  nChanged 6
		SP:Iteration 22Q (46602.810000 sec): 3 clusters
  Score: Raw -461005.300821 + Penalty 2689.166027 = -458316.134794
  nChanged 7
		SP:Iteration 23Q (46602.990000 sec): 3 clusters
  Score: Raw -461007.558579 + Penalty 2689.166027 = -458318.392552
  nChanged 7
		SP:Iteration 24Q (46603.200000 sec): 3 clusters
  Score: Raw -461009.624083 + Penalty 2689.166027 = -458320.458056
  nChanged 9
		SP:Iteration 25Q (46603.380000 sec): 3 clusters
  Score: Raw -461013.077676 + Penalty 2689.166027 = -458323.911648
  nChanged 9
		SP:Iteration 26Q (46603.600000 sec): 3 clusters
  Score: Raw -461016.071225 + Penalty 2689.166027 = -458326.905198
  nChanged 8
		SP:Iteration 27Q (46603.790000 sec): 3 clusters
  Score: Raw -461018.005162 + Penalty 2689.166027 = -458328.839135
  nChanged 6
		SP:Iteration 28Q (46603.910000 sec): 3 clusters
  Score: Raw -461019.275492 + Penalty 2689.166027 = -458330.109465
  nChanged 1
		SP:Iteration 29Q (46604.100000 sec): 3 clusters
  Score: Raw -461019.464174 + Penalty 2689.166027 = -458330.298147
  nChanged 2
		SP:Iteration 30Q (46604.270000 sec): 3 clusters
  Score: Raw -461019.726268 + Penalty 2689.166027 = -458330.560241
  nChanged 0
		SP:Iteration 31F (46604.470000 sec): 3 clusters
  Score: Raw -461019.726268 + Penalty 2689.166027 = -458330.560241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46604.530000 sec): 2 clusters
  Score: Raw -244742.671850 + Penalty 1239.317659 = -243503.354191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46604.720000 sec): 3 clusters
  Score: Raw -243823.546851 + Penalty 2478.635317 = -241344.911534
  nChanged 712
		SP:Iteration 1F (46604.860000 sec): 3 clusters
  Score: Raw -244317.383921 + Penalty 2478.635317 = -241838.748604
  nChanged 167
		SP:Iteration 2F (46605.040000 sec): 3 clusters
  Score: Raw -244435.770279 + Penalty 2478.635317 = -241957.134962
  nChanged 110
		SP:Iteration 3F (46605.190000 sec): 3 clusters
  Score: Raw -244509.428002 + Penalty 2478.635317 = -242030.792685
  nChanged 72
		SP:Iteration 4Q (46605.350000 sec): 3 clusters
  Score: Raw -244557.522713 + Penalty 2478.635317 = -242078.887396
  nChanged 44
		SP:Iteration 5Q (46605.520000 sec): 3 clusters
  Score: Raw -244583.720610 + Penalty 2478.635317 = -242105.085292
  nChanged 34
		SP:Iteration 6Q (46605.670000 sec): 3 clusters
  Score: Raw -244607.087569 + Penalty 2478.635317 = -242128.452252
  nChanged 34
		SP:Iteration 7Q (46605.840000 sec): 3 clusters
  Score: Raw -244632.913124 + Penalty 2478.635317 = -242154.277807
  nChanged 33
		SP:Iteration 8Q (46606.030000 sec): 3 clusters
  Score: Raw -244655.675540 + Penalty 2478.635317 = -242177.040222
  nChanged 30
		SP:Iteration 9Q (46606.170000 sec): 3 clusters
  Score: Raw -244672.417263 + Penalty 2478.635317 = -242193.781946
  nChanged 19
		SP:Iteration 10Q (46606.390000 sec): 3 clusters
  Score: Raw -244683.179142 + Penalty 2478.635317 = -242204.543825
  nChanged 17
		SP:Iteration 11Q (46606.540000 sec): 3 clusters
  Score: Raw -244692.101697 + Penalty 2478.635317 = -242213.466380
  nChanged 18
		SP:Iteration 12Q (46606.770000 sec): 3 clusters
  Score: Raw -244701.502970 + Penalty 2478.635317 = -242222.867653
  nChanged 15
		SP:Iteration 13Q (46606.910000 sec): 3 clusters
  Score: Raw -244709.990852 + Penalty 2478.635317 = -242231.355535
  nChanged 10
		SP:Iteration 14Q (46607.100000 sec): 3 clusters
  Score: Raw -244715.157187 + Penalty 2478.635317 = -242236.521870
  nChanged 9
		SP:Iteration 15Q (46607.280000 sec): 3 clusters
  Score: Raw -244720.295281 + Penalty 2478.635317 = -242241.659964
  nChanged 7
		SP:Iteration 16Q (46607.460000 sec): 3 clusters
  Score: Raw -244724.012949 + Penalty 2478.635317 = -242245.377632
  nChanged 10
		SP:Iteration 17Q (46607.660000 sec): 3 clusters
  Score: Raw -244729.118639 + Penalty 2478.635317 = -242250.483322
  nChanged 12
		SP:Iteration 18Q (46607.830000 sec): 3 clusters
  Score: Raw -244736.051700 + Penalty 2478.635317 = -242257.416383
  nChanged 10
		SP:Iteration 19Q (46607.990000 sec): 3 clusters
  Score: Raw -244741.392593 + Penalty 2478.635317 = -242262.757276
  nChanged 8
		SP:Iteration 20F (46608.190000 sec): 3 clusters
  Score: Raw -244745.765244 + Penalty 2478.635317 = -242267.129927
  nChanged 10
		SP:Iteration 21Q (46608.340000 sec): 3 clusters
  Score: Raw -244751.162920 + Penalty 2478.635317 = -242272.527603
  nChanged 10
		SP:Iteration 22Q (46608.520000 sec): 3 clusters
  Score: Raw -244759.388215 + Penalty 2478.635317 = -242280.752898
  nChanged 18
		SP:Iteration 23Q (46608.680000 sec): 3 clusters
  Score: Raw -244768.162855 + Penalty 2478.635317 = -242289.527538
  nChanged 13
		SP:Iteration 24Q (46608.880000 sec): 3 clusters
  Score: Raw -244777.041884 + Penalty 2478.635317 = -242298.406567
  nChanged 12
		SP:Iteration 25Q (46609.030000 sec): 3 clusters
  Score: Raw -244785.955686 + Penalty 2478.635317 = -242307.320369
  nChanged 13
		SP:Iteration 26Q (46609.230000 sec): 3 clusters
  Score: Raw -244792.016794 + Penalty 2478.635317 = -242313.381477
  nChanged 14
		SP:Iteration 27Q (46609.380000 sec): 3 clusters
  Score: Raw -244798.328118 + Penalty 2478.635317 = -242319.692801
  nChanged 12
		SP:Iteration 28Q (46609.560000 sec): 3 clusters
  Score: Raw -244802.334135 + Penalty 2478.635317 = -242323.698818
  nChanged 5
		SP:Iteration 29Q (46609.720000 sec): 3 clusters
  Score: Raw -244805.609808 + Penalty 2478.635317 = -242326.974491
  nChanged 7
		SP:Iteration 30Q (46609.900000 sec): 3 clusters
  Score: Raw -244808.798911 + Penalty 2478.635317 = -242330.163594
  nChanged 5
		SP:Iteration 31Q (46610.070000 sec): 3 clusters
  Score: Raw -244813.077562 + Penalty 2478.635317 = -242334.442245
  nChanged 7
		SP:Iteration 32Q (46610.240000 sec): 3 clusters
  Score: Raw -244816.967262 + Penalty 2478.635317 = -242338.331945
  nChanged 10
		SP:Iteration 33Q (46610.410000 sec): 3 clusters
  Score: Raw -244822.801730 + Penalty 2478.635317 = -242344.166413
  nChanged 7
		SP:Iteration 34Q (46610.600000 sec): 3 clusters
  Score: Raw -244826.557592 + Penalty 2478.635317 = -242347.922275
  nChanged 5
		SP:Iteration 35Q (46610.750000 sec): 3 clusters
  Score: Raw -244828.166071 + Penalty 2478.635317 = -242349.530754
  nChanged 6
		SP:Iteration 36Q (46610.920000 sec): 3 clusters
  Score: Raw -244831.147508 + Penalty 2478.635317 = -242352.512191
  nChanged 6
		SP:Iteration 37Q (46611.130000 sec): 3 clusters
  Score: Raw -244836.839133 + Penalty 2478.635317 = -242358.203816
  nChanged 11
		SP:Iteration 38Q (46611.270000 sec): 3 clusters
  Score: Raw -244845.269440 + Penalty 2478.635317 = -242366.634123
  nChanged 11
		SP:Iteration 39Q (46611.440000 sec): 3 clusters
  Score: Raw -244852.611146 + Penalty 2478.635317 = -242373.975829
  nChanged 14
		SP:Iteration 40F (46611.620000 sec): 3 clusters
  Score: Raw -244859.532707 + Penalty 2478.635317 = -242380.897390
  nChanged 13
		SP:Iteration 41Q (46611.790000 sec): 3 clusters
  Score: Raw -244865.787274 + Penalty 2478.635317 = -242387.151957
  nChanged 13
		SP:Iteration 42Q (46611.990000 sec): 3 clusters
  Score: Raw -244871.492943 + Penalty 2478.635317 = -242392.857626
  nChanged 11
		SP:Iteration 43Q (46612.130000 sec): 3 clusters
  Score: Raw -244877.754587 + Penalty 2478.635317 = -242399.119270
  nChanged 10
		SP:Iteration 44Q (46612.310000 sec): 3 clusters
  Score: Raw -244880.871235 + Penalty 2478.635317 = -242402.235918
  nChanged 5
		SP:Iteration 45Q (46612.460000 sec): 3 clusters
  Score: Raw -244884.800452 + Penalty 2478.635317 = -242406.165135
  nChanged 6
		SP:Iteration 46Q (46612.640000 sec): 3 clusters
  Score: Raw -244887.682398 + Penalty 2478.635317 = -242409.047081
  nChanged 10
		SP:Iteration 47Q (46612.820000 sec): 3 clusters
  Score: Raw -244891.816931 + Penalty 2478.635317 = -242413.181614
  nChanged 4
		SP:Iteration 48Q (46612.970000 sec): 3 clusters
  Score: Raw -244893.916033 + Penalty 2478.635317 = -242415.280716
  nChanged 4
		SP:Iteration 49Q (46613.110000 sec): 3 clusters
  Score: Raw -244896.400738 + Penalty 2478.635317 = -242417.765421
  nChanged 3
		SP:Iteration 50Q (46613.220000 sec): 3 clusters
  Score: Raw -244897.988068 + Penalty 2478.635317 = -242419.352751
  nChanged 3
		SP:Iteration 51Q (46613.440000 sec): 3 clusters
  Score: Raw -244899.318775 + Penalty 2478.635317 = -242420.683458
  nChanged 2
		SP:Iteration 52Q (46613.610000 sec): 3 clusters
  Score: Raw -244900.850120 + Penalty 2478.635317 = -242422.214803
  nChanged 2
		SP:Iteration 53Q (46613.780000 sec): 3 clusters
  Score: Raw -244902.125077 + Penalty 2478.635317 = -242423.489760
  nChanged 2
		SP:Iteration 54Q (46613.960000 sec): 3 clusters
  Score: Raw -244902.768856 + Penalty 2478.635317 = -242424.133539
  nChanged 2
		SP:Iteration 55Q (46614.150000 sec): 3 clusters
  Score: Raw -244903.582090 + Penalty 2478.635317 = -242424.946773
  nChanged 2
		SP:Iteration 56Q (46614.350000 sec): 3 clusters
  Score: Raw -244904.906015 + Penalty 2478.635317 = -242426.270698
  nChanged 3
		SP:Iteration 57Q (46614.530000 sec): 3 clusters
  Score: Raw -244905.625266 + Penalty 2478.635317 = -242426.989948
  nChanged 2
		SP:Iteration 58Q (46614.680000 sec): 3 clusters
  Score: Raw -244906.308775 + Penalty 2478.635317 = -242427.673458
  nChanged 1
		SP:Iteration 59Q (46614.890000 sec): 3 clusters
  Score: Raw -244906.443599 + Penalty 2478.635317 = -242427.808282
  nChanged 0
		SP:Iteration 60F (46615.020000 sec): 3 clusters
  Score: Raw -244906.443599 + Penalty 2478.635317 = -242427.808282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46615.140000 sec): 2 clusters
  Score: Raw -533236.382635 + Penalty 1380.628246 = -531855.754388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46615.310000 sec): 3 clusters
  Score: Raw -530697.816034 + Penalty 2761.256493 = -527936.559541
  nChanged 1987
		SP:Iteration 1F (46615.500000 sec): 3 clusters
  Score: Raw -531885.337157 + Penalty 2761.256493 = -529124.080665
  nChanged 426
		SP:Iteration 2F (46615.690000 sec): 3 clusters
  Score: Raw -532190.437044 + Penalty 2761.256493 = -529429.180551
  nChanged 321
		SP:Iteration 3F (46615.860000 sec): 3 clusters
  Score: Raw -532429.888690 + Penalty 2761.256493 = -529668.632198
  nChanged 297
		SP:Iteration 4F (46616.060000 sec): 3 clusters
  Score: Raw -532646.877785 + Penalty 2761.256493 = -529885.621293
  nChanged 247
		SP:Iteration 5F (46616.250000 sec): 3 clusters
  Score: Raw -532815.815513 + Penalty 2761.256493 = -530054.559020
  nChanged 217
		SP:Iteration 6Q (46616.480000 sec): 3 clusters
  Score: Raw -532983.569773 + Penalty 2761.256493 = -530222.313280
  nChanged 197
		SP:Iteration 7Q (46616.700000 sec): 3 clusters
  Score: Raw -533125.373501 + Penalty 2761.256493 = -530364.117008
  nChanged 145
		SP:Iteration 8Q (46616.900000 sec): 3 clusters
  Score: Raw -533211.142656 + Penalty 2761.256493 = -530449.886163
  nChanged 129
		SP:Iteration 9Q (46617.080000 sec): 3 clusters
  Score: Raw -533283.913229 + Penalty 2761.256493 = -530522.656736
  nChanged 102
		SP:Iteration 10Q (46617.240000 sec): 3 clusters
  Score: Raw -533344.682546 + Penalty 2761.256493 = -530583.426053
  nChanged 101
		SP:Iteration 11Q (46617.460000 sec): 3 clusters
  Score: Raw -533405.705901 + Penalty 2761.256493 = -530644.449408
  nChanged 87
		SP:Iteration 12Q (46617.640000 sec): 3 clusters
  Score: Raw -533448.490855 + Penalty 2761.256493 = -530687.234362
  nChanged 66
		SP:Iteration 13Q (46617.820000 sec): 3 clusters
  Score: Raw -533473.249041 + Penalty 2761.256493 = -530711.992548
  nChanged 49
		SP:Iteration 14Q (46618.040000 sec): 3 clusters
  Score: Raw -533487.359729 + Penalty 2761.256493 = -530726.103236
  nChanged 40
		SP:Iteration 15Q (46618.180000 sec): 3 clusters
  Score: Raw -533499.473787 + Penalty 2761.256493 = -530738.217294
  nChanged 30
		SP:Iteration 16Q (46618.400000 sec): 3 clusters
  Score: Raw -533510.792166 + Penalty 2761.256493 = -530749.535673
  nChanged 36
		SP:Iteration 17Q (46618.580000 sec): 3 clusters
  Score: Raw -533524.208456 + Penalty 2761.256493 = -530762.951963
  nChanged 35
		SP:Iteration 18Q (46618.770000 sec): 3 clusters
  Score: Raw -533537.012188 + Penalty 2761.256493 = -530775.755695
  nChanged 27
		SP:Iteration 19Q (46618.970000 sec): 3 clusters
  Score: Raw -533547.533505 + Penalty 2761.256493 = -530786.277012
  nChanged 19
		SP:Iteration 20F (46619.140000 sec): 3 clusters
  Score: Raw -533552.731104 + Penalty 2761.256493 = -530791.474611
  nChanged 19
		SP:Iteration 21Q (46619.320000 sec): 3 clusters
  Score: Raw -533557.748309 + Penalty 2761.256493 = -530796.491816
  nChanged 22
		SP:Iteration 22Q (46619.540000 sec): 3 clusters
  Score: Raw -533562.231613 + Penalty 2761.256493 = -530800.975120
  nChanged 11
		SP:Iteration 23Q (46619.710000 sec): 3 clusters
  Score: Raw -533564.956485 + Penalty 2761.256493 = -530803.699992
  nChanged 11
		SP:Iteration 24Q (46619.900000 sec): 3 clusters
  Score: Raw -533567.577919 + Penalty 2761.256493 = -530806.321426
  nChanged 5
		SP:Iteration 25Q (46620.060000 sec): 3 clusters
  Score: Raw -533568.742104 + Penalty 2761.256493 = -530807.485611
  nChanged 9
		SP:Iteration 26Q (46620.300000 sec): 3 clusters
  Score: Raw -533571.249045 + Penalty 2761.256493 = -530809.992552
  nChanged 8
		SP:Iteration 27Q (46620.450000 sec): 3 clusters
  Score: Raw -533573.346801 + Penalty 2761.256493 = -530812.090308
  nChanged 11
		SP:Iteration 28Q (46620.660000 sec): 3 clusters
  Score: Raw -533576.604675 + Penalty 2761.256493 = -530815.348182
  nChanged 12
		SP:Iteration 29Q (46620.840000 sec): 3 clusters
  Score: Raw -533579.571133 + Penalty 2761.256493 = -530818.314640
  nChanged 12
		SP:Iteration 30Q (46621.040000 sec): 3 clusters
  Score: Raw -533581.896349 + Penalty 2761.256493 = -530820.639856
  nChanged 6
		SP:Iteration 31Q (46621.220000 sec): 3 clusters
  Score: Raw -533583.489108 + Penalty 2761.256493 = -530822.232615
  nChanged 4
		SP:Iteration 32Q (46621.450000 sec): 3 clusters
  Score: Raw -533584.123061 + Penalty 2761.256493 = -530822.866568
  nChanged 5
		SP:Iteration 33Q (46621.640000 sec): 3 clusters
  Score: Raw -533585.303839 + Penalty 2761.256493 = -530824.047346
  nChanged 8
		SP:Iteration 34Q (46621.850000 sec): 3 clusters
  Score: Raw -533587.085178 + Penalty 2761.256493 = -530825.828685
  nChanged 5
		SP:Iteration 35Q (46622.020000 sec): 3 clusters
  Score: Raw -533588.267825 + Penalty 2761.256493 = -530827.011332
  nChanged 4
		SP:Iteration 36Q (46622.180000 sec): 3 clusters
  Score: Raw -533589.810785 + Penalty 2761.256493 = -530828.554292
  nChanged 8
		SP:Iteration 37Q (46622.370000 sec): 3 clusters
  Score: Raw -533592.138857 + Penalty 2761.256493 = -530830.882364
  nChanged 7
		SP:Iteration 38Q (46622.580000 sec): 3 clusters
  Score: Raw -533593.823646 + Penalty 2761.256493 = -530832.567153
  nChanged 1
		SP:Iteration 39Q (46622.790000 sec): 3 clusters
  Score: Raw -533594.040808 + Penalty 2761.256493 = -530832.784315
  nChanged 2
		SP:Iteration 40F (46622.970000 sec): 3 clusters
  Score: Raw -533594.541663 + Penalty 2761.256493 = -530833.285170
  nChanged 3
		SP:Iteration 41Q (46623.180000 sec): 3 clusters
  Score: Raw -533594.842883 + Penalty 2761.256493 = -530833.586390
  nChanged 1
		SP:Iteration 42Q (46623.370000 sec): 3 clusters
  Score: Raw -533594.965483 + Penalty 2761.256493 = -530833.708991
  nChanged 1
		SP:Iteration 43Q (46623.550000 sec): 3 clusters
  Score: Raw -533595.003360 + Penalty 2761.256493 = -530833.746868
  nChanged 1
		SP:Iteration 44Q (46623.770000 sec): 3 clusters
  Score: Raw -533595.170372 + Penalty 2761.256493 = -530833.913879
  nChanged 1
		SP:Iteration 45Q (46623.960000 sec): 3 clusters
  Score: Raw -533595.313319 + Penalty 2761.256493 = -530834.056826
  nChanged 0
		SP:Iteration 46F (46624.140000 sec): 3 clusters
  Score: Raw -533595.313319 + Penalty 2761.256493 = -530834.056826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46624.240000 sec): 2 clusters
  Score: Raw -610161.108043 + Penalty 1389.477045 = -608771.630998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46624.440000 sec): 3 clusters
  Score: Raw -607449.925253 + Penalty 2778.954089 = -604670.971164
  nChanged 2163
		SP:Iteration 1F (46624.650000 sec): 3 clusters
  Score: Raw -608664.145014 + Penalty 2778.954089 = -605885.190924
  nChanged 340
		SP:Iteration 2F (46624.820000 sec): 3 clusters
  Score: Raw -608856.166802 + Penalty 2778.954089 = -606077.212712
  nChanged 280
		SP:Iteration 3F (46624.990000 sec): 3 clusters
  Score: Raw -609043.387932 + Penalty 2778.954089 = -606264.433843
  nChanged 295
		SP:Iteration 4F (46625.200000 sec): 3 clusters
  Score: Raw -609240.562689 + Penalty 2778.954089 = -606461.608599
  nChanged 269
		SP:Iteration 5F (46625.380000 sec): 3 clusters
  Score: Raw -609442.070293 + Penalty 2778.954089 = -606663.116203
  nChanged 265
		SP:Iteration 6F (46625.580000 sec): 3 clusters
  Score: Raw -609615.819874 + Penalty 2778.954089 = -606836.865785
  nChanged 233
		SP:Iteration 7Q (46625.760000 sec): 3 clusters
  Score: Raw -609759.533897 + Penalty 2778.954089 = -606980.579808
  nChanged 206
		SP:Iteration 8Q (46625.950000 sec): 3 clusters
  Score: Raw -609872.090644 + Penalty 2778.954089 = -607093.136554
  nChanged 154
		SP:Iteration 9Q (46626.150000 sec): 3 clusters
  Score: Raw -609955.770320 + Penalty 2778.954089 = -607176.816230
  nChanged 147
		SP:Iteration 10Q (46626.340000 sec): 3 clusters
  Score: Raw -610021.168067 + Penalty 2778.954089 = -607242.213978
  nChanged 111
		SP:Iteration 11Q (46626.570000 sec): 3 clusters
  Score: Raw -610066.512983 + Penalty 2778.954089 = -607287.558894
  nChanged 73
		SP:Iteration 12Q (46626.750000 sec): 3 clusters
  Score: Raw -610091.512537 + Penalty 2778.954089 = -607312.558448
  nChanged 56
		SP:Iteration 13Q (46626.920000 sec): 3 clusters
  Score: Raw -610110.613557 + Penalty 2778.954089 = -607331.659467
  nChanged 50
		SP:Iteration 14Q (46627.100000 sec): 3 clusters
  Score: Raw -610127.538739 + Penalty 2778.954089 = -607348.584650
  nChanged 50
		SP:Iteration 15Q (46627.280000 sec): 3 clusters
  Score: Raw -610145.400498 + Penalty 2778.954089 = -607366.446409
  nChanged 48
		SP:Iteration 16Q (46627.470000 sec): 3 clusters
  Score: Raw -610163.359315 + Penalty 2778.954089 = -607384.405225
  nChanged 43
		SP:Iteration 17Q (46627.660000 sec): 3 clusters
  Score: Raw -610178.751073 + Penalty 2778.954089 = -607399.796983
  nChanged 42
		SP:Iteration 18Q (46627.870000 sec): 3 clusters
  Score: Raw -610191.068579 + Penalty 2778.954089 = -607412.114489
  nChanged 44
		SP:Iteration 19Q (46628.060000 sec): 3 clusters
  Score: Raw -610204.370878 + Penalty 2778.954089 = -607425.416789
  nChanged 23
		SP:Iteration 20F (46628.250000 sec): 3 clusters
  Score: Raw -610209.546356 + Penalty 2778.954089 = -607430.592266
  nChanged 16
		SP:Iteration 21Q (46628.450000 sec): 3 clusters
  Score: Raw -610213.947259 + Penalty 2778.954089 = -607434.993169
  nChanged 17
		SP:Iteration 22Q (46628.630000 sec): 3 clusters
  Score: Raw -610218.846396 + Penalty 2778.954089 = -607439.892307
  nChanged 22
		SP:Iteration 23Q (46628.850000 sec): 3 clusters
  Score: Raw -610224.139774 + Penalty 2778.954089 = -607445.185685
  nChanged 19
		SP:Iteration 24Q (46629.030000 sec): 3 clusters
  Score: Raw -610228.445209 + Penalty 2778.954089 = -607449.491120
  nChanged 13
		SP:Iteration 25Q (46629.260000 sec): 3 clusters
  Score: Raw -610231.694413 + Penalty 2778.954089 = -607452.740324
  nChanged 13
		SP:Iteration 26Q (46629.420000 sec): 3 clusters
  Score: Raw -610234.337977 + Penalty 2778.954089 = -607455.383888
  nChanged 13
		SP:Iteration 27Q (46629.630000 sec): 3 clusters
  Score: Raw -610237.842564 + Penalty 2778.954089 = -607458.888475
  nChanged 11
		SP:Iteration 28Q (46629.790000 sec): 3 clusters
  Score: Raw -610241.388678 + Penalty 2778.954089 = -607462.434589
  nChanged 14
		SP:Iteration 29Q (46629.990000 sec): 3 clusters
  Score: Raw -610244.645192 + Penalty 2778.954089 = -607465.691103
  nChanged 11
		SP:Iteration 30Q (46630.170000 sec): 3 clusters
  Score: Raw -610247.898605 + Penalty 2778.954089 = -607468.944515
  nChanged 10
		SP:Iteration 31Q (46630.360000 sec): 3 clusters
  Score: Raw -610250.997585 + Penalty 2778.954089 = -607472.043495
  nChanged 15
		SP:Iteration 32Q (46630.550000 sec): 3 clusters
  Score: Raw -610255.320050 + Penalty 2778.954089 = -607476.365961
  nChanged 13
		SP:Iteration 33Q (46630.750000 sec): 3 clusters
  Score: Raw -610258.536128 + Penalty 2778.954089 = -607479.582038
  nChanged 10
		SP:Iteration 34Q (46630.930000 sec): 3 clusters
  Score: Raw -610260.756003 + Penalty 2778.954089 = -607481.801913
  nChanged 6
		SP:Iteration 35Q (46631.140000 sec): 3 clusters
  Score: Raw -610262.902051 + Penalty 2778.954089 = -607483.947962
  nChanged 11
		SP:Iteration 36Q (46631.310000 sec): 3 clusters
  Score: Raw -610266.970889 + Penalty 2778.954089 = -607488.016800
  nChanged 10
		SP:Iteration 37Q (46631.530000 sec): 3 clusters
  Score: Raw -610270.036868 + Penalty 2778.954089 = -607491.082778
  nChanged 10
		SP:Iteration 38Q (46631.690000 sec): 3 clusters
  Score: Raw -610273.669878 + Penalty 2778.954089 = -607494.715788
  nChanged 11
		SP:Iteration 39Q (46631.910000 sec): 3 clusters
  Score: Raw -610277.194334 + Penalty 2778.954089 = -607498.240245
  nChanged 12
		SP:Iteration 40F (46632.080000 sec): 3 clusters
  Score: Raw -610280.718580 + Penalty 2778.954089 = -607501.764491
  nChanged 12
		SP:Iteration 41Q (46632.270000 sec): 3 clusters
  Score: Raw -610284.173892 + Penalty 2778.954089 = -607505.219802
  nChanged 11
		SP:Iteration 42Q (46632.450000 sec): 3 clusters
  Score: Raw -610287.288878 + Penalty 2778.954089 = -607508.334788
  nChanged 9
		SP:Iteration 43Q (46632.650000 sec): 3 clusters
  Score: Raw -610289.971936 + Penalty 2778.954089 = -607511.017846
  nChanged 8
		SP:Iteration 44Q (46632.830000 sec): 3 clusters
  Score: Raw -610292.203059 + Penalty 2778.954089 = -607513.248969
  nChanged 11
		SP:Iteration 45Q (46633.020000 sec): 3 clusters
  Score: Raw -610295.846931 + Penalty 2778.954089 = -607516.892841
  nChanged 12
		SP:Iteration 46Q (46633.200000 sec): 3 clusters
  Score: Raw -610300.104783 + Penalty 2778.954089 = -607521.150693
  nChanged 18
		SP:Iteration 47Q (46633.450000 sec): 3 clusters
  Score: Raw -610307.308263 + Penalty 2778.954089 = -607528.354174
  nChanged 27
		SP:Iteration 48Q (46633.570000 sec): 3 clusters
  Score: Raw -610318.899870 + Penalty 2778.954089 = -607539.945780
  nChanged 21
		SP:Iteration 49Q (46633.770000 sec): 3 clusters
  Score: Raw -610328.125757 + Penalty 2778.954089 = -607549.171668
  nChanged 23
		SP:Iteration 50Q (46633.950000 sec): 3 clusters
  Score: Raw -610337.152802 + Penalty 2778.954089 = -607558.198713
  nChanged 18
		SP:Iteration 51Q (46634.150000 sec): 3 clusters
  Score: Raw -610343.047298 + Penalty 2778.954089 = -607564.093208
  nChanged 8
		SP:Iteration 52Q (46634.350000 sec): 3 clusters
  Score: Raw -610345.176833 + Penalty 2778.954089 = -607566.222743
  nChanged 5
		SP:Iteration 53Q (46634.550000 sec): 3 clusters
  Score: Raw -610347.190327 + Penalty 2778.954089 = -607568.236238
  nChanged 5
		SP:Iteration 54Q (46634.730000 sec): 3 clusters
  Score: Raw -610349.079278 + Penalty 2778.954089 = -607570.125189
  nChanged 5
		SP:Iteration 55Q (46634.960000 sec): 3 clusters
  Score: Raw -610350.580276 + Penalty 2778.954089 = -607571.626186
  nChanged 5
		SP:Iteration 56Q (46635.170000 sec): 3 clusters
  Score: Raw -610351.649730 + Penalty 2778.954089 = -607572.695641
  nChanged 5
		SP:Iteration 57Q (46635.380000 sec): 3 clusters
  Score: Raw -610353.309433 + Penalty 2778.954089 = -607574.355343
  nChanged 3
		SP:Iteration 58Q (46635.520000 sec): 3 clusters
  Score: Raw -610354.316397 + Penalty 2778.954089 = -607575.362307
  nChanged 3
		SP:Iteration 59Q (46635.700000 sec): 3 clusters
  Score: Raw -610355.494294 + Penalty 2778.954089 = -607576.540204
  nChanged 5
		SP:Iteration 60F (46635.940000 sec): 3 clusters
  Score: Raw -610357.634230 + Penalty 2778.954089 = -607578.680140
  nChanged 7
		SP:Iteration 61Q (46636.040000 sec): 3 clusters
  Score: Raw -610361.227017 + Penalty 2778.954089 = -607582.272927
  nChanged 11
		SP:Iteration 62Q (46636.240000 sec): 3 clusters
  Score: Raw -610364.548452 + Penalty 2778.954089 = -607585.594362
  nChanged 5
		SP:Iteration 63Q (46636.400000 sec): 3 clusters
  Score: Raw -610366.161892 + Penalty 2778.954089 = -607587.207803
  nChanged 3
		SP:Iteration 64Q (46636.610000 sec): 3 clusters
  Score: Raw -610367.027305 + Penalty 2778.954089 = -607588.073215
  nChanged 3
		SP:Iteration 65Q (46636.790000 sec): 3 clusters
  Score: Raw -610367.934133 + Penalty 2778.954089 = -607588.980044
  nChanged 2
		SP:Iteration 66Q (46636.950000 sec): 3 clusters
  Score: Raw -610368.499215 + Penalty 2778.954089 = -607589.545125
  nChanged 4
		SP:Iteration 67Q (46637.150000 sec): 3 clusters
  Score: Raw -610369.612272 + Penalty 2778.954089 = -607590.658183
  nChanged 2
		SP:Iteration 68Q (46637.340000 sec): 3 clusters
  Score: Raw -610370.177421 + Penalty 2778.954089 = -607591.223331
  nChanged 3
		SP:Iteration 69Q (46637.530000 sec): 3 clusters
  Score: Raw -610370.745893 + Penalty 2778.954089 = -607591.791804
  nChanged 0
		SP:Iteration 70F (46637.720000 sec): 3 clusters
  Score: Raw -610370.745893 + Penalty 2778.954089 = -607591.791804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46637.810000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46638.020000 sec): 3 clusters
  Score: Raw -127512.857455 + Penalty 2271.234284 = -125241.623171
  nChanged 332
		SP:Iteration 1F (46638.190000 sec): 3 clusters
  Score: Raw -127776.559103 + Penalty 2271.234284 = -125505.324819
  nChanged 87
		SP:Iteration 2F (46638.350000 sec): 3 clusters
  Score: Raw -127851.650952 + Penalty 2271.234284 = -125580.416668
  nChanged 31
		SP:Iteration 3Q (46638.560000 sec): 3 clusters
  Score: Raw -127881.243985 + Penalty 2271.234284 = -125610.009701
  nChanged 21
		SP:Iteration 4Q (46638.710000 sec): 3 clusters
  Score: Raw -127901.300009 + Penalty 2271.234284 = -125630.065725
  nChanged 18
		SP:Iteration 5Q (46638.910000 sec): 3 clusters
  Score: Raw -127919.581564 + Penalty 2271.234284 = -125648.347280
  nChanged 12
		SP:Iteration 6Q (46639.100000 sec): 3 clusters
  Score: Raw -127935.846094 + Penalty 2271.234284 = -125664.611810
  nChanged 18
		SP:Iteration 7Q (46639.230000 sec): 3 clusters
  Score: Raw -127955.827900 + Penalty 2271.234284 = -125684.593616
  nChanged 13
		SP:Iteration 8Q (46639.400000 sec): 3 clusters
  Score: Raw -127966.799059 + Penalty 2271.234284 = -125695.564775
  nChanged 11
		SP:Iteration 9Q (46639.590000 sec): 3 clusters
  Score: Raw -127975.116070 + Penalty 2271.234284 = -125703.881786
  nChanged 7
		SP:Iteration 10Q (46639.770000 sec): 3 clusters
  Score: Raw -127980.035640 + Penalty 2271.234284 = -125708.801356
  nChanged 4
		SP:Iteration 11Q (46639.970000 sec): 3 clusters
  Score: Raw -127985.879095 + Penalty 2271.234284 = -125714.644811
  nChanged 6
		SP:Iteration 12Q (46640.140000 sec): 3 clusters
  Score: Raw -127991.756530 + Penalty 2271.234284 = -125720.522246
  nChanged 7
		SP:Iteration 13Q (46640.290000 sec): 3 clusters
  Score: Raw -127998.547540 + Penalty 2271.234284 = -125727.313256
  nChanged 7
		SP:Iteration 14Q (46640.450000 sec): 3 clusters
  Score: Raw -128003.677534 + Penalty 2271.234284 = -125732.443250
  nChanged 6
		SP:Iteration 15Q (46640.650000 sec): 3 clusters
  Score: Raw -128012.952265 + Penalty 2271.234284 = -125741.717980
  nChanged 6
		SP:Iteration 16Q (46640.820000 sec): 3 clusters
  Score: Raw -128020.825285 + Penalty 2271.234284 = -125749.591001
  nChanged 6
		SP:Iteration 17Q (46641.030000 sec): 3 clusters
  Score: Raw -128026.421305 + Penalty 2271.234284 = -125755.187021
  nChanged 4
		SP:Iteration 18Q (46641.180000 sec): 3 clusters
  Score: Raw -128030.192725 + Penalty 2271.234284 = -125758.958440
  nChanged 6
		SP:Iteration 19Q (46641.330000 sec): 3 clusters
  Score: Raw -128034.779203 + Penalty 2271.234284 = -125763.544918
  nChanged 6
		SP:Iteration 20F (46641.510000 sec): 3 clusters
  Score: Raw -128040.295270 + Penalty 2271.234284 = -125769.060986
  nChanged 6
		SP:Iteration 21Q (46641.680000 sec): 3 clusters
  Score: Raw -128047.264628 + Penalty 2271.234284 = -125776.030344
  nChanged 7
		SP:Iteration 22Q (46641.850000 sec): 3 clusters
  Score: Raw -128054.624415 + Penalty 2271.234284 = -125783.390130
  nChanged 9
		SP:Iteration 23Q (46642.010000 sec): 3 clusters
  Score: Raw -128062.199513 + Penalty 2271.234284 = -125790.965229
  nChanged 8
		SP:Iteration 24Q (46642.230000 sec): 3 clusters
  Score: Raw -128066.953775 + Penalty 2271.234284 = -125795.719491
  nChanged 6
		SP:Iteration 25Q (46642.390000 sec): 3 clusters
  Score: Raw -128072.222167 + Penalty 2271.234284 = -125800.987883
  nChanged 13
		SP:Iteration 26Q (46642.550000 sec): 3 clusters
  Score: Raw -128086.049414 + Penalty 2271.234284 = -125814.815130
  nChanged 18
		SP:Iteration 27Q (46642.710000 sec): 3 clusters
  Score: Raw -128107.382337 + Penalty 2271.234284 = -125836.148053
  nChanged 17
		SP:Iteration 28Q (46642.890000 sec): 3 clusters
  Score: Raw -128129.394344 + Penalty 2271.234284 = -125858.160059
  nChanged 18
		SP:Iteration 29Q (46643.080000 sec): 3 clusters
  Score: Raw -128142.976325 + Penalty 2271.234284 = -125871.742041
  nChanged 15
		SP:Iteration 30Q (46643.260000 sec): 3 clusters
  Score: Raw -128160.550930 + Penalty 2271.234284 = -125889.316646
  nChanged 14
		SP:Iteration 31Q (46643.430000 sec): 3 clusters
  Score: Raw -128175.404025 + Penalty 2271.234284 = -125904.169741
  nChanged 14
		SP:Iteration 32Q (46643.620000 sec): 3 clusters
  Score: Raw -128192.918064 + Penalty 2271.234284 = -125921.683780
  nChanged 18
		SP:Iteration 33Q (46643.840000 sec): 3 clusters
  Score: Raw -128215.286891 + Penalty 2271.234284 = -125944.052607
  nChanged 18
		SP:Iteration 34Q (46643.980000 sec): 3 clusters
  Score: Raw -128241.266675 + Penalty 2271.234284 = -125970.032390
  nChanged 18
		SP:Iteration 35Q (46644.160000 sec): 3 clusters
  Score: Raw -128269.713995 + Penalty 2271.234284 = -125998.479710
  nChanged 22
		SP:Iteration 36Q (46644.330000 sec): 3 clusters
  Score: Raw -128295.129204 + Penalty 2271.234284 = -126023.894920
  nChanged 23
		SP:Iteration 37Q (46644.530000 sec): 3 clusters
  Score: Raw -128335.995257 + Penalty 2271.234284 = -126064.760973
  nChanged 25
		SP:Iteration 38Q (46644.690000 sec): 3 clusters
  Score: Raw -128364.151367 + Penalty 2271.234284 = -126092.917083
  nChanged 17
		SP:Iteration 39Q (46644.850000 sec): 3 clusters
  Score: Raw -128375.311521 + Penalty 2271.234284 = -126104.077236
  nChanged 8
		SP:Iteration 40F (46645.020000 sec): 3 clusters
  Score: Raw -128380.710114 + Penalty 2271.234284 = -126109.475829
  nChanged 4
		SP:Iteration 41Q (46645.240000 sec): 3 clusters
  Score: Raw -128383.341486 + Penalty 2271.234284 = -126112.107202
  nChanged 3
		SP:Iteration 42Q (46645.380000 sec): 3 clusters
  Score: Raw -128384.959651 + Penalty 2271.234284 = -126113.725367
  nChanged 1
		SP:Iteration 43Q (46645.550000 sec): 3 clusters
  Score: Raw -128385.228711 + Penalty 2271.234284 = -126113.994427
  nChanged 2
		SP:Iteration 44Q (46645.720000 sec): 3 clusters
  Score: Raw -128387.258217 + Penalty 2271.234284 = -126116.023933
  nChanged 4
		SP:Iteration 45Q (46645.930000 sec): 3 clusters
  Score: Raw -128394.663619 + Penalty 2271.234284 = -126123.429335
  nChanged 6
		SP:Iteration 46Q (46646.070000 sec): 3 clusters
  Score: Raw -128402.974028 + Penalty 2271.234284 = -126131.739743
  nChanged 8
		SP:Iteration 47Q (46646.280000 sec): 3 clusters
  Score: Raw -128415.110122 + Penalty 2271.234284 = -126143.875838
  nChanged 11
		SP:Iteration 48Q (46646.450000 sec): 3 clusters
  Score: Raw -128423.133565 + Penalty 2271.234284 = -126151.899281
  nChanged 8
		SP:Iteration 49Q (46646.620000 sec): 3 clusters
  Score: Raw -128429.617555 + Penalty 2271.234284 = -126158.383271
  nChanged 12
		SP:Iteration 50Q (46646.760000 sec): 3 clusters
  Score: Raw -128439.344368 + Penalty 2271.234284 = -126168.110084
  nChanged 5
		SP:Iteration 51Q (46646.960000 sec): 3 clusters
  Score: Raw -128444.516625 + Penalty 2271.234284 = -126173.282340
  nChanged 6
		SP:Iteration 52Q (46647.090000 sec): 3 clusters
  Score: Raw -128450.110248 + Penalty 2271.234284 = -126178.875963
  nChanged 4
		SP:Iteration 53Q (46647.270000 sec): 3 clusters
  Score: Raw -128452.843702 + Penalty 2271.234284 = -126181.609418
  nChanged 2
		SP:Iteration 54Q (46647.430000 sec): 3 clusters
  Score: Raw -128454.889872 + Penalty 2271.234284 = -126183.655588
  nChanged 3
		SP:Iteration 55Q (46647.620000 sec): 3 clusters
  Score: Raw -128458.934683 + Penalty 2271.234284 = -126187.700399
  nChanged 2
		SP:Iteration 56Q (46647.790000 sec): 3 clusters
  Score: Raw -128460.547939 + Penalty 2271.234284 = -126189.313655
  nChanged 2
		SP:Iteration 57Q (46648.000000 sec): 3 clusters
  Score: Raw -128461.859619 + Penalty 2271.234284 = -126190.625335
  nChanged 2
		SP:Iteration 58Q (46648.120000 sec): 3 clusters
  Score: Raw -128462.381684 + Penalty 2271.234284 = -126191.147400
  nChanged 0
		SP:Iteration 59F (46648.330000 sec): 3 clusters
  Score: Raw -128462.381684 + Penalty 2271.234284 = -126191.147400
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46648.430000 sec): 2 clusters
  Score: Raw -874711.614419 + Penalty 1447.443009 = -873264.171410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46648.640000 sec): 3 clusters
  Score: Raw -870641.066284 + Penalty 2894.886019 = -867746.180265
  nChanged 3124
		SP:Iteration 1F (46648.800000 sec): 3 clusters
  Score: Raw -872340.162957 + Penalty 2894.886019 = -869445.276939
  nChanged 512
		SP:Iteration 2F (46648.980000 sec): 3 clusters
  Score: Raw -872600.739924 + Penalty 2894.886019 = -869705.853906
  nChanged 438
		SP:Iteration 3F (46649.140000 sec): 3 clusters
  Score: Raw -872854.986576 + Penalty 2894.886019 = -869960.100557
  nChanged 431
		SP:Iteration 4F (46649.320000 sec): 3 clusters
  Score: Raw -873125.493636 + Penalty 2894.886019 = -870230.607618
  nChanged 422
		SP:Iteration 5F (46649.540000 sec): 3 clusters
  Score: Raw -873400.947694 + Penalty 2894.886019 = -870506.061676
  nChanged 405
		SP:Iteration 6F (46649.740000 sec): 3 clusters
  Score: Raw -873697.627637 + Penalty 2894.886019 = -870802.741618
  nChanged 358
		SP:Iteration 7Q (46649.870000 sec): 3 clusters
  Score: Raw -873980.849417 + Penalty 2894.886019 = -871085.963399
  nChanged 309
		SP:Iteration 8Q (46650.040000 sec): 3 clusters
  Score: Raw -874222.162633 + Penalty 2894.886019 = -871327.276615
  nChanged 223
		SP:Iteration 9Q (46650.220000 sec): 3 clusters
  Score: Raw -874394.012176 + Penalty 2894.886019 = -871499.126157
  nChanged 178
		SP:Iteration 10Q (46650.420000 sec): 3 clusters
  Score: Raw -874538.345862 + Penalty 2894.886019 = -871643.459844
  nChanged 140
		SP:Iteration 11Q (46650.600000 sec): 3 clusters
  Score: Raw -874637.761554 + Penalty 2894.886019 = -871742.875536
  nChanged 83
		SP:Iteration 12Q (46650.820000 sec): 3 clusters
  Score: Raw -874699.985245 + Penalty 2894.886019 = -871805.099227
  nChanged 61
		SP:Iteration 13Q (46651.000000 sec): 3 clusters
  Score: Raw -874747.104962 + Penalty 2894.886019 = -871852.218943
  nChanged 58
		SP:Iteration 14Q (46651.240000 sec): 3 clusters
  Score: Raw -874782.327707 + Penalty 2894.886019 = -871887.441688
  nChanged 35
		SP:Iteration 15Q (46651.440000 sec): 3 clusters
  Score: Raw -874801.821647 + Penalty 2894.886019 = -871906.935628
  nChanged 20
		SP:Iteration 16Q (46651.610000 sec): 3 clusters
  Score: Raw -874815.029555 + Penalty 2894.886019 = -871920.143537
  nChanged 17
		SP:Iteration 17Q (46651.810000 sec): 3 clusters
  Score: Raw -874823.379424 + Penalty 2894.886019 = -871928.493405
  nChanged 9
		SP:Iteration 18Q (46652.020000 sec): 3 clusters
  Score: Raw -874827.286695 + Penalty 2894.886019 = -871932.400676
  nChanged 9
		SP:Iteration 19Q (46652.220000 sec): 3 clusters
  Score: Raw -874833.889670 + Penalty 2894.886019 = -871939.003652
  nChanged 16
		SP:Iteration 20F (46652.430000 sec): 3 clusters
  Score: Raw -874845.172175 + Penalty 2894.886019 = -871950.286157
  nChanged 11
		SP:Iteration 21Q (46652.630000 sec): 3 clusters
  Score: Raw -874854.382582 + Penalty 2894.886019 = -871959.496564
  nChanged 16
		SP:Iteration 22Q (46652.800000 sec): 3 clusters
  Score: Raw -874868.265628 + Penalty 2894.886019 = -871973.379609
  nChanged 21
		SP:Iteration 23Q (46653.020000 sec): 3 clusters
  Score: Raw -874883.195686 + Penalty 2894.886019 = -871988.309667
  nChanged 14
		SP:Iteration 24Q (46653.230000 sec): 3 clusters
  Score: Raw -874890.091784 + Penalty 2894.886019 = -871995.205765
  nChanged 4
		SP:Iteration 25Q (46653.420000 sec): 3 clusters
  Score: Raw -874892.270899 + Penalty 2894.886019 = -871997.384880
  nChanged 2
		SP:Iteration 26Q (46653.640000 sec): 3 clusters
  Score: Raw -874894.301333 + Penalty 2894.886019 = -871999.415315
  nChanged 7
		SP:Iteration 27Q (46653.810000 sec): 3 clusters
  Score: Raw -874899.563731 + Penalty 2894.886019 = -872004.677712
  nChanged 6
		SP:Iteration 28Q (46654.020000 sec): 3 clusters
  Score: Raw -874903.945174 + Penalty 2894.886019 = -872009.059155
  nChanged 9
		SP:Iteration 29Q (46654.210000 sec): 3 clusters
  Score: Raw -874911.969801 + Penalty 2894.886019 = -872017.083782
  nChanged 3
		SP:Iteration 30Q (46654.430000 sec): 3 clusters
  Score: Raw -874914.872249 + Penalty 2894.886019 = -872019.986231
  nChanged 5
		SP:Iteration 31Q (46654.610000 sec): 3 clusters
  Score: Raw -874917.585823 + Penalty 2894.886019 = -872022.699805
  nChanged 3
		SP:Iteration 32Q (46654.840000 sec): 3 clusters
  Score: Raw -874920.997707 + Penalty 2894.886019 = -872026.111689
  nChanged 4
		SP:Iteration 33Q (46655.030000 sec): 3 clusters
  Score: Raw -874926.344542 + Penalty 2894.886019 = -872031.458523
  nChanged 7
		SP:Iteration 34Q (46655.210000 sec): 3 clusters
  Score: Raw -874930.439531 + Penalty 2894.886019 = -872035.553513
  nChanged 1
		SP:Iteration 35Q (46655.410000 sec): 3 clusters
  Score: Raw -874931.174951 + Penalty 2894.886019 = -872036.288932
  nChanged 0
		SP:Iteration 36F (46655.610000 sec): 3 clusters
  Score: Raw -874931.174951 + Penalty 2894.886019 = -872036.288932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46655.690000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46655.910000 sec): 3 clusters
  Score: Raw -119311.360632 + Penalty 2263.957861 = -117047.402771
  nChanged 317
		SP:Iteration 1F (46656.090000 sec): 3 clusters
  Score: Raw -119625.001005 + Penalty 2263.957861 = -117361.043144
  nChanged 89
		SP:Iteration 2F (46656.230000 sec): 3 clusters
  Score: Raw -119722.188145 + Penalty 2263.957861 = -117458.230284
  nChanged 42
		SP:Iteration 3Q (46656.380000 sec): 3 clusters
  Score: Raw -119770.631623 + Penalty 2263.957861 = -117506.673762
  nChanged 40
		SP:Iteration 4Q (46656.550000 sec): 3 clusters
  Score: Raw -119864.154989 + Penalty 2263.957861 = -117600.197128
  nChanged 43
		SP:Iteration 5Q (46656.760000 sec): 3 clusters
  Score: Raw -119974.480159 + Penalty 2263.957861 = -117710.522298
  nChanged 36
		SP:Iteration 6Q (46656.930000 sec): 3 clusters
  Score: Raw -120094.200094 + Penalty 2263.957861 = -117830.242233
  nChanged 39
		SP:Iteration 7Q (46657.100000 sec): 3 clusters
  Score: Raw -120159.054372 + Penalty 2263.957861 = -117895.096511
  nChanged 30
		SP:Iteration 8Q (46657.240000 sec): 3 clusters
  Score: Raw -120191.359503 + Penalty 2263.957861 = -117927.401642
  nChanged 20
		SP:Iteration 9Q (46657.410000 sec): 3 clusters
  Score: Raw -120218.373744 + Penalty 2263.957861 = -117954.415884
  nChanged 16
		SP:Iteration 10Q (46657.610000 sec): 3 clusters
  Score: Raw -120238.949526 + Penalty 2263.957861 = -117974.991665
  nChanged 10
		SP:Iteration 11Q (46657.800000 sec): 3 clusters
  Score: Raw -120251.975163 + Penalty 2263.957861 = -117988.017302
  nChanged 5
		SP:Iteration 12Q (46657.990000 sec): 3 clusters
  Score: Raw -120256.794441 + Penalty 2263.957861 = -117992.836580
  nChanged 3
		SP:Iteration 13Q (46658.150000 sec): 3 clusters
  Score: Raw -120259.898071 + Penalty 2263.957861 = -117995.940210
  nChanged 3
		SP:Iteration 14Q (46658.310000 sec): 3 clusters
  Score: Raw -120263.636483 + Penalty 2263.957861 = -117999.678622
  nChanged 3
		SP:Iteration 15Q (46658.490000 sec): 3 clusters
  Score: Raw -120266.447723 + Penalty 2263.957861 = -118002.489862
  nChanged 2
		SP:Iteration 16Q (46658.670000 sec): 3 clusters
  Score: Raw -120269.213247 + Penalty 2263.957861 = -118005.255386
  nChanged 4
		SP:Iteration 17Q (46658.850000 sec): 3 clusters
  Score: Raw -120272.934672 + Penalty 2263.957861 = -118008.976811
  nChanged 4
		SP:Iteration 18Q (46659.000000 sec): 3 clusters
  Score: Raw -120279.067753 + Penalty 2263.957861 = -118015.109892
  nChanged 4
		SP:Iteration 19Q (46659.220000 sec): 3 clusters
  Score: Raw -120285.720884 + Penalty 2263.957861 = -118021.763023
  nChanged 4
		SP:Iteration 20F (46659.370000 sec): 3 clusters
  Score: Raw -120293.114425 + Penalty 2263.957861 = -118029.156565
  nChanged 5
		SP:Iteration 21Q (46659.530000 sec): 3 clusters
  Score: Raw -120299.164995 + Penalty 2263.957861 = -118035.207134
  nChanged 2
		SP:Iteration 22Q (46659.700000 sec): 3 clusters
  Score: Raw -120299.694804 + Penalty 2263.957861 = -118035.736943
  nChanged 1
		SP:Iteration 23Q (46659.860000 sec): 3 clusters
  Score: Raw -120300.960702 + Penalty 2263.957861 = -118037.002841
  nChanged 1
		SP:Iteration 24Q (46660.040000 sec): 3 clusters
  Score: Raw -120302.362062 + Penalty 2263.957861 = -118038.404201
  nChanged 3
		SP:Iteration 25Q (46660.190000 sec): 3 clusters
  Score: Raw -120304.437839 + Penalty 2263.957861 = -118040.479979
  nChanged 2
		SP:Iteration 26Q (46660.380000 sec): 3 clusters
  Score: Raw -120307.676737 + Penalty 2263.957861 = -118043.718876
  nChanged 2
		SP:Iteration 27Q (46660.560000 sec): 3 clusters
  Score: Raw -120309.957899 + Penalty 2263.957861 = -118046.000038
  nChanged 4
		SP:Iteration 28Q (46660.740000 sec): 3 clusters
  Score: Raw -120313.423650 + Penalty 2263.957861 = -118049.465789
  nChanged 2
		SP:Iteration 29Q (46660.920000 sec): 3 clusters
  Score: Raw -120314.633620 + Penalty 2263.957861 = -118050.675759
  nChanged 1
		SP:Iteration 30Q (46661.100000 sec): 3 clusters
  Score: Raw -120316.149326 + Penalty 2263.957861 = -118052.191466
  nChanged 2
		SP:Iteration 31Q (46661.230000 sec): 3 clusters
  Score: Raw -120319.505449 + Penalty 2263.957861 = -118055.547588
  nChanged 1
		SP:Iteration 32Q (46661.430000 sec): 3 clusters
  Score: Raw -120320.544982 + Penalty 2263.957861 = -118056.587122
  nChanged 1
		SP:Iteration 33Q (46661.620000 sec): 3 clusters
  Score: Raw -120321.367686 + Penalty 2263.957861 = -118057.409825
  nChanged 1
		SP:Iteration 34Q (46661.770000 sec): 3 clusters
  Score: Raw -120323.676811 + Penalty 2263.957861 = -118059.718950
  nChanged 1
		SP:Iteration 35Q (46661.980000 sec): 3 clusters
  Score: Raw -120325.471405 + Penalty 2263.957861 = -118061.513544
  nChanged 0
		SP:Iteration 36F (46662.150000 sec): 3 clusters
  Score: Raw -120325.471405 + Penalty 2263.957861 = -118061.513544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46662.260000 sec): 2 clusters
  Score: Raw -388688.473913 + Penalty 1319.402271 = -387369.071642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46662.420000 sec): 3 clusters
  Score: Raw -387059.704042 + Penalty 2638.804542 = -384420.899500
  nChanged 1253
		SP:Iteration 1F (46662.580000 sec): 3 clusters
  Score: Raw -387813.670217 + Penalty 2638.804542 = -385174.865675
  nChanged 271
		SP:Iteration 2F (46662.740000 sec): 3 clusters
  Score: Raw -387995.788318 + Penalty 2638.804542 = -385356.983777
  nChanged 168
		SP:Iteration 3F (46662.920000 sec): 3 clusters
  Score: Raw -388093.916842 + Penalty 2638.804542 = -385455.112301
  nChanged 148
		SP:Iteration 4Q (46663.100000 sec): 3 clusters
  Score: Raw -388185.344970 + Penalty 2638.804542 = -385546.540428
  nChanged 128
		SP:Iteration 5Q (46663.270000 sec): 3 clusters
  Score: Raw -388270.426541 + Penalty 2638.804542 = -385631.622000
  nChanged 129
		SP:Iteration 6Q (46663.450000 sec): 3 clusters
  Score: Raw -388351.267264 + Penalty 2638.804542 = -385712.462722
  nChanged 111
		SP:Iteration 7Q (46663.630000 sec): 3 clusters
  Score: Raw -388424.688378 + Penalty 2638.804542 = -385785.883836
  nChanged 116
		SP:Iteration 8Q (46663.790000 sec): 3 clusters
  Score: Raw -388501.967220 + Penalty 2638.804542 = -385863.162679
  nChanged 120
		SP:Iteration 9Q (46663.960000 sec): 3 clusters
  Score: Raw -388599.058930 + Penalty 2638.804542 = -385960.254388
  nChanged 137
		SP:Iteration 10Q (46664.180000 sec): 3 clusters
  Score: Raw -388706.576551 + Penalty 2638.804542 = -386067.772009
  nChanged 122
		SP:Iteration 11Q (46664.340000 sec): 3 clusters
  Score: Raw -388801.964614 + Penalty 2638.804542 = -386163.160073
  nChanged 102
		SP:Iteration 12Q (46664.550000 sec): 3 clusters
  Score: Raw -388875.909803 + Penalty 2638.804542 = -386237.105261
  nChanged 73
		SP:Iteration 13Q (46664.710000 sec): 3 clusters
  Score: Raw -388919.486307 + Penalty 2638.804542 = -386280.681766
  nChanged 49
		SP:Iteration 14Q (46664.930000 sec): 3 clusters
  Score: Raw -388945.366108 + Penalty 2638.804542 = -386306.561566
  nChanged 43
		SP:Iteration 15Q (46665.060000 sec): 3 clusters
  Score: Raw -388969.553914 + Penalty 2638.804542 = -386330.749373
  nChanged 35
		SP:Iteration 16Q (46665.260000 sec): 3 clusters
  Score: Raw -388990.662675 + Penalty 2638.804542 = -386351.858134
  nChanged 27
		SP:Iteration 17Q (46665.460000 sec): 3 clusters
  Score: Raw -389005.486145 + Penalty 2638.804542 = -386366.681603
  nChanged 27
		SP:Iteration 18Q (46665.640000 sec): 3 clusters
  Score: Raw -389020.132983 + Penalty 2638.804542 = -386381.328441
  nChanged 21
		SP:Iteration 19Q (46665.810000 sec): 3 clusters
  Score: Raw -389028.428368 + Penalty 2638.804542 = -386389.623827
  nChanged 16
		SP:Iteration 20F (46666.020000 sec): 3 clusters
  Score: Raw -389034.160062 + Penalty 2638.804542 = -386395.355521
  nChanged 4
		SP:Iteration 21Q (46666.190000 sec): 3 clusters
  Score: Raw -389035.862427 + Penalty 2638.804542 = -386397.057885
  nChanged 7
		SP:Iteration 22Q (46666.380000 sec): 3 clusters
  Score: Raw -389038.091423 + Penalty 2638.804542 = -386399.286882
  nChanged 4
		SP:Iteration 23Q (46666.570000 sec): 3 clusters
  Score: Raw -389039.469703 + Penalty 2638.804542 = -386400.665161
  nChanged 3
		SP:Iteration 24Q (46666.750000 sec): 3 clusters
  Score: Raw -389039.951151 + Penalty 2638.804542 = -386401.146609
  nChanged 0
		SP:Iteration 25F (46666.930000 sec): 3 clusters
  Score: Raw -389039.951151 + Penalty 2638.804542 = -386401.146609
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46667.030000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46667.190000 sec): 3 clusters
  Score: Raw -203891.654013 + Penalty 2438.748243 = -201452.905771
  nChanged 637
		SP:Iteration 1F (46667.380000 sec): 3 clusters
  Score: Raw -204337.123568 + Penalty 2438.748243 = -201898.375325
  nChanged 150
		SP:Iteration 2F (46667.580000 sec): 3 clusters
  Score: Raw -204491.730934 + Penalty 2438.748243 = -202052.982691
  nChanged 123
		SP:Iteration 3F (46667.720000 sec): 3 clusters
  Score: Raw -204631.868483 + Penalty 2438.748243 = -202193.120240
  nChanged 94
		SP:Iteration 4F (46667.920000 sec): 3 clusters
  Score: Raw -204751.642830 + Penalty 2438.748243 = -202312.894588
  nChanged 88
		SP:Iteration 5Q (46668.050000 sec): 3 clusters
  Score: Raw -204868.563028 + Penalty 2438.748243 = -202429.814786
  nChanged 72
		SP:Iteration 6Q (46668.200000 sec): 3 clusters
  Score: Raw -204944.878569 + Penalty 2438.748243 = -202506.130326
  nChanged 56
		SP:Iteration 7Q (46668.360000 sec): 3 clusters
  Score: Raw -204996.414896 + Penalty 2438.748243 = -202557.666654
  nChanged 51
		SP:Iteration 8Q (46668.550000 sec): 3 clusters
  Score: Raw -205049.974692 + Penalty 2438.748243 = -202611.226449
  nChanged 48
		SP:Iteration 9Q (46668.730000 sec): 3 clusters
  Score: Raw -205113.800066 + Penalty 2438.748243 = -202675.051823
  nChanged 54
		SP:Iteration 10Q (46668.900000 sec): 3 clusters
  Score: Raw -205207.268736 + Penalty 2438.748243 = -202768.520493
  nChanged 56
		SP:Iteration 11Q (46669.050000 sec): 3 clusters
  Score: Raw -205313.331669 + Penalty 2438.748243 = -202874.583426
  nChanged 51
		SP:Iteration 12Q (46669.240000 sec): 3 clusters
  Score: Raw -205424.058779 + Penalty 2438.748243 = -202985.310537
  nChanged 66
		SP:Iteration 13Q (46669.400000 sec): 3 clusters
  Score: Raw -205555.388145 + Penalty 2438.748243 = -203116.639902
  nChanged 50
		SP:Iteration 14Q (46669.590000 sec): 3 clusters
  Score: Raw -205623.492100 + Penalty 2438.748243 = -203184.743857
  nChanged 26
		SP:Iteration 15Q (46669.740000 sec): 3 clusters
  Score: Raw -205654.063341 + Penalty 2438.748243 = -203215.315098
  nChanged 11
		SP:Iteration 16Q (46669.930000 sec): 3 clusters
  Score: Raw -205666.774953 + Penalty 2438.748243 = -203228.026710
  nChanged 10
		SP:Iteration 17Q (46670.160000 sec): 3 clusters
  Score: Raw -205676.768624 + Penalty 2438.748243 = -203238.020381
  nChanged 11
		SP:Iteration 18Q (46670.350000 sec): 3 clusters
  Score: Raw -205689.317455 + Penalty 2438.748243 = -203250.569212
  nChanged 7
		SP:Iteration 19Q (46670.500000 sec): 3 clusters
  Score: Raw -205693.687014 + Penalty 2438.748243 = -203254.938771
  nChanged 6
		SP:Iteration 20F (46670.700000 sec): 3 clusters
  Score: Raw -205700.355860 + Penalty 2438.748243 = -203261.607617
  nChanged 8
		SP:Iteration 21Q (46670.910000 sec): 3 clusters
  Score: Raw -205717.105496 + Penalty 2438.748243 = -203278.357253
  nChanged 13
		SP:Iteration 22Q (46671.060000 sec): 3 clusters
  Score: Raw -205748.625148 + Penalty 2438.748243 = -203309.876906
  nChanged 11
		SP:Iteration 23Q (46671.230000 sec): 3 clusters
  Score: Raw -205770.490016 + Penalty 2438.748243 = -203331.741774
  nChanged 11
		SP:Iteration 24Q (46671.440000 sec): 3 clusters
  Score: Raw -205789.087274 + Penalty 2438.748243 = -203350.339031
  nChanged 6
		SP:Iteration 25Q (46671.630000 sec): 3 clusters
  Score: Raw -205796.636263 + Penalty 2438.748243 = -203357.888020
  nChanged 4
		SP:Iteration 26Q (46671.770000 sec): 3 clusters
  Score: Raw -205799.282317 + Penalty 2438.748243 = -203360.534074
  nChanged 0
		SP:Iteration 27F (46671.950000 sec): 3 clusters
  Score: Raw -205799.282317 + Penalty 2438.748243 = -203360.534074
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46672.040000 sec): 2 clusters
  Score: Raw -5029.531139 + Penalty 775.236251 = -4254.294888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46672.260000 sec): 3 clusters
  Score: Raw -5296.834914 + Penalty 1550.472503 = -3746.362411
  nChanged 15
		SP:Iteration 1F (46672.410000 sec): 3 clusters
  Score: Raw -5347.102444 + Penalty 1550.472503 = -3796.629941
  nChanged 4
		SP:Iteration 2Q (46672.570000 sec): 3 clusters
  Score: Raw -5359.611412 + Penalty 1550.472503 = -3809.138909
  nChanged 1
		SP:Iteration 3Q (46672.760000 sec): 3 clusters
  Score: Raw -5363.302499 + Penalty 1550.472503 = -3812.829996
  nChanged 0
		SP:Iteration 4F (46672.920000 sec): 3 clusters
  Score: Raw -5363.302499 + Penalty 1550.472503 = -3812.829996
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46673.030000 sec): 2 clusters
  Score: Raw -100137.278306 + Penalty 1102.474273 = -99034.804033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46673.220000 sec): 3 clusters
  Score: Raw -99948.392062 + Penalty 2204.948545 = -97743.443517
  nChanged 249
		SP:Iteration 1F (46673.350000 sec): 3 clusters
  Score: Raw -100236.094900 + Penalty 2204.948545 = -98031.146355
  nChanged 69
		SP:Iteration 2F (46673.510000 sec): 3 clusters
  Score: Raw -100407.979166 + Penalty 2204.948545 = -98203.030620
  nChanged 69
		SP:Iteration 3F (46673.670000 sec): 3 clusters
  Score: Raw -100532.017772 + Penalty 2204.948545 = -98327.069226
  nChanged 52
		SP:Iteration 4F (46673.860000 sec): 3 clusters
  Score: Raw -100707.851118 + Penalty 2204.948545 = -98502.902573
  nChanged 50
		SP:Iteration 5F (46674.040000 sec): 3 clusters
  Score: Raw -100819.697320 + Penalty 2204.948545 = -98614.748774
  nChanged 39
		SP:Iteration 6Q (46674.200000 sec): 3 clusters
  Score: Raw -100888.497976 + Penalty 2204.948545 = -98683.549431
  nChanged 31
		SP:Iteration 7Q (46674.400000 sec): 3 clusters
  Score: Raw -100943.424721 + Penalty 2204.948545 = -98738.476175
  nChanged 25
		SP:Iteration 8Q (46674.560000 sec): 3 clusters
  Score: Raw -100995.669822 + Penalty 2204.948545 = -98790.721277
  nChanged 15
		SP:Iteration 9Q (46674.740000 sec): 3 clusters
  Score: Raw -101013.382367 + Penalty 2204.948545 = -98808.433822
  nChanged 8
		SP:Iteration 10Q (46674.920000 sec): 3 clusters
  Score: Raw -101022.933463 + Penalty 2204.948545 = -98817.984918
  nChanged 5
		SP:Iteration 11Q (46675.090000 sec): 3 clusters
  Score: Raw -101036.957108 + Penalty 2204.948545 = -98832.008562
  nChanged 7
		SP:Iteration 12Q (46675.250000 sec): 3 clusters
  Score: Raw -101047.459009 + Penalty 2204.948545 = -98842.510464
  nChanged 4
		SP:Iteration 13Q (46675.430000 sec): 3 clusters
  Score: Raw -101052.532084 + Penalty 2204.948545 = -98847.583539
  nChanged 3
		SP:Iteration 14Q (46675.590000 sec): 3 clusters
  Score: Raw -101055.646542 + Penalty 2204.948545 = -98850.697997
  nChanged 1
		SP:Iteration 15Q (46675.770000 sec): 3 clusters
  Score: Raw -101056.136102 + Penalty 2204.948545 = -98851.187557
  nChanged 1
		SP:Iteration 16Q (46675.920000 sec): 3 clusters
  Score: Raw -101056.888135 + Penalty 2204.948545 = -98851.939590
  nChanged 0
		SP:Iteration 17F (46676.140000 sec): 3 clusters
  Score: Raw -101056.888135 + Penalty 2204.948545 = -98851.939590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46676.200000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46676.360000 sec): 3 clusters
  Score: Raw -246792.832109 + Penalty 2487.848041 = -244304.984068
  nChanged 749
		SP:Iteration 1F (46676.550000 sec): 3 clusters
  Score: Raw -247298.755168 + Penalty 2487.848041 = -244810.907127
  nChanged 161
		SP:Iteration 2F (46676.740000 sec): 3 clusters
  Score: Raw -247419.502835 + Penalty 2487.848041 = -244931.654794
  nChanged 84
		SP:Iteration 3Q (46676.880000 sec): 3 clusters
  Score: Raw -247477.007781 + Penalty 2487.848041 = -244989.159740
  nChanged 57
		SP:Iteration 4Q (46677.080000 sec): 3 clusters
  Score: Raw -247512.933821 + Penalty 2487.848041 = -245025.085780
  nChanged 49
		SP:Iteration 5Q (46677.300000 sec): 3 clusters
  Score: Raw -247546.211549 + Penalty 2487.848041 = -245058.363508
  nChanged 35
		SP:Iteration 6Q (46677.480000 sec): 3 clusters
  Score: Raw -247562.585627 + Penalty 2487.848041 = -245074.737586
  nChanged 26
		SP:Iteration 7Q (46677.650000 sec): 3 clusters
  Score: Raw -247576.121464 + Penalty 2487.848041 = -245088.273423
  nChanged 22
		SP:Iteration 8Q (46677.840000 sec): 3 clusters
  Score: Raw -247589.817590 + Penalty 2487.848041 = -245101.969549
  nChanged 35
		SP:Iteration 9Q (46677.990000 sec): 3 clusters
  Score: Raw -247617.147013 + Penalty 2487.848041 = -245129.298972
  nChanged 37
		SP:Iteration 10Q (46678.160000 sec): 3 clusters
  Score: Raw -247652.808304 + Penalty 2487.848041 = -245164.960264
  nChanged 43
		SP:Iteration 11Q (46678.360000 sec): 3 clusters
  Score: Raw -247694.235676 + Penalty 2487.848041 = -245206.387636
  nChanged 51
		SP:Iteration 12Q (46678.550000 sec): 3 clusters
  Score: Raw -247743.481264 + Penalty 2487.848041 = -245255.633224
  nChanged 51
		SP:Iteration 13Q (46678.730000 sec): 3 clusters
  Score: Raw -247794.716705 + Penalty 2487.848041 = -245306.868665
  nChanged 48
		SP:Iteration 14Q (46678.910000 sec): 3 clusters
  Score: Raw -247837.834727 + Penalty 2487.848041 = -245349.986686
  nChanged 37
		SP:Iteration 15Q (46679.080000 sec): 3 clusters
  Score: Raw -247868.427514 + Penalty 2487.848041 = -245380.579473
  nChanged 26
		SP:Iteration 16Q (46679.280000 sec): 3 clusters
  Score: Raw -247881.594841 + Penalty 2487.848041 = -245393.746801
  nChanged 20
		SP:Iteration 17Q (46679.480000 sec): 3 clusters
  Score: Raw -247896.771368 + Penalty 2487.848041 = -245408.923328
  nChanged 19
		SP:Iteration 18Q (46679.640000 sec): 3 clusters
  Score: Raw -247911.438022 + Penalty 2487.848041 = -245423.589982
  nChanged 20
		SP:Iteration 19Q (46679.790000 sec): 3 clusters
  Score: Raw -247923.674221 + Penalty 2487.848041 = -245435.826181
  nChanged 21
		SP:Iteration 20F (46679.970000 sec): 3 clusters
  Score: Raw -247936.633940 + Penalty 2487.848041 = -245448.785899
  nChanged 17
		SP:Iteration 21Q (46680.130000 sec): 3 clusters
  Score: Raw -247945.725441 + Penalty 2487.848041 = -245457.877400
  nChanged 8
		SP:Iteration 22Q (46680.310000 sec): 3 clusters
  Score: Raw -247949.320225 + Penalty 2487.848041 = -245461.472185
  nChanged 4
		SP:Iteration 23Q (46680.470000 sec): 3 clusters
  Score: Raw -247952.701170 + Penalty 2487.848041 = -245464.853130
  nChanged 8
		SP:Iteration 24Q (46680.640000 sec): 3 clusters
  Score: Raw -247956.169354 + Penalty 2487.848041 = -245468.321313
  nChanged 9
		SP:Iteration 25Q (46680.840000 sec): 3 clusters
  Score: Raw -247960.424776 + Penalty 2487.848041 = -245472.576736
  nChanged 9
		SP:Iteration 26Q (46681.010000 sec): 3 clusters
  Score: Raw -247964.130861 + Penalty 2487.848041 = -245476.282821
  nChanged 7
		SP:Iteration 27Q (46681.190000 sec): 3 clusters
  Score: Raw -247969.884595 + Penalty 2487.848041 = -245482.036554
  nChanged 11
		SP:Iteration 28Q (46681.390000 sec): 3 clusters
  Score: Raw -247976.335582 + Penalty 2487.848041 = -245488.487542
  nChanged 13
		SP:Iteration 29Q (46681.580000 sec): 3 clusters
  Score: Raw -247983.113319 + Penalty 2487.848041 = -245495.265279
  nChanged 12
		SP:Iteration 30Q (46681.750000 sec): 3 clusters
  Score: Raw -247988.604948 + Penalty 2487.848041 = -245500.756907
  nChanged 11
		SP:Iteration 31Q (46681.890000 sec): 3 clusters
  Score: Raw -247995.296559 + Penalty 2487.848041 = -245507.448519
  nChanged 13
		SP:Iteration 32Q (46682.080000 sec): 3 clusters
  Score: Raw -248003.295782 + Penalty 2487.848041 = -245515.447742
  nChanged 14
		SP:Iteration 33Q (46682.250000 sec): 3 clusters
  Score: Raw -248009.589280 + Penalty 2487.848041 = -245521.741240
  nChanged 13
		SP:Iteration 34Q (46682.430000 sec): 3 clusters
  Score: Raw -248015.782517 + Penalty 2487.848041 = -245527.934476
  nChanged 7
		SP:Iteration 35Q (46682.610000 sec): 3 clusters
  Score: Raw -248018.419637 + Penalty 2487.848041 = -245530.571596
  nChanged 6
		SP:Iteration 36Q (46682.790000 sec): 3 clusters
  Score: Raw -248020.071121 + Penalty 2487.848041 = -245532.223081
  nChanged 5
		SP:Iteration 37Q (46682.970000 sec): 3 clusters
  Score: Raw -248024.488147 + Penalty 2487.848041 = -245536.640106
  nChanged 6
		SP:Iteration 38Q (46683.150000 sec): 3 clusters
  Score: Raw -248027.941623 + Penalty 2487.848041 = -245540.093583
  nChanged 5
		SP:Iteration 39Q (46683.310000 sec): 3 clusters
  Score: Raw -248030.361057 + Penalty 2487.848041 = -245542.513016
  nChanged 6
		SP:Iteration 40F (46683.470000 sec): 3 clusters
  Score: Raw -248032.050169 + Penalty 2487.848041 = -245544.202128
  nChanged 2
		SP:Iteration 41Q (46683.670000 sec): 3 clusters
  Score: Raw -248032.804722 + Penalty 2487.848041 = -245544.956682
  nChanged 1
		SP:Iteration 42Q (46683.850000 sec): 3 clusters
  Score: Raw -248033.181594 + Penalty 2487.848041 = -245545.333554
  nChanged 3
		SP:Iteration 43Q (46684.010000 sec): 3 clusters
  Score: Raw -248034.055750 + Penalty 2487.848041 = -245546.207710
  nChanged 2
		SP:Iteration 44Q (46684.220000 sec): 3 clusters
  Score: Raw -248034.811988 + Penalty 2487.848041 = -245546.963947
  nChanged 1
		SP:Iteration 45Q (46684.400000 sec): 3 clusters
  Score: Raw -248035.679489 + Penalty 2487.848041 = -245547.831449
  nChanged 3
		SP:Iteration 46Q (46684.560000 sec): 3 clusters
  Score: Raw -248036.714847 + Penalty 2487.848041 = -245548.866807
  nChanged 1
		SP:Iteration 47Q (46684.750000 sec): 3 clusters
  Score: Raw -248037.266270 + Penalty 2487.848041 = -245549.418230
  nChanged 2
		SP:Iteration 48Q (46684.920000 sec): 3 clusters
  Score: Raw -248037.958793 + Penalty 2487.848041 = -245550.110753
  nChanged 2
		SP:Iteration 49Q (46685.090000 sec): 3 clusters
  Score: Raw -248039.379285 + Penalty 2487.848041 = -245551.531244
  nChanged 2
		SP:Iteration 50Q (46685.280000 sec): 3 clusters
  Score: Raw -248040.702486 + Penalty 2487.848041 = -245552.854445
  nChanged 0
		SP:Iteration 51F (46685.470000 sec): 3 clusters
  Score: Raw -248040.702486 + Penalty 2487.848041 = -245552.854445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46685.630000 sec): 2 clusters
  Score: Raw -1797268.479434 + Penalty 1564.281825 = -1795704.197609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46685.850000 sec): 3 clusters
  Score: Raw -1788280.400564 + Penalty 3128.563651 = -1785151.836914
  nChanged 6700
		SP:Iteration 1F (46686.060000 sec): 3 clusters
  Score: Raw -1792047.711358 + Penalty 3128.563651 = -1788919.147708
  nChanged 989
		SP:Iteration 2F (46686.350000 sec): 3 clusters
  Score: Raw -1792566.200215 + Penalty 3128.563651 = -1789437.636565
  nChanged 1066
		SP:Iteration 3F (46686.530000 sec): 3 clusters
  Score: Raw -1793228.428909 + Penalty 3128.563651 = -1790099.865258
  nChanged 1111
		SP:Iteration 4F (46686.780000 sec): 3 clusters
  Score: Raw -1793963.413864 + Penalty 3128.563651 = -1790834.850213
  nChanged 1039
		SP:Iteration 5F (46687.010000 sec): 3 clusters
  Score: Raw -1794662.790833 + Penalty 3128.563651 = -1791534.227183
  nChanged 913
		SP:Iteration 6F (46687.260000 sec): 3 clusters
  Score: Raw -1795222.491936 + Penalty 3128.563651 = -1792093.928285
  nChanged 726
		SP:Iteration 7Q (46687.480000 sec): 3 clusters
  Score: Raw -1795577.786703 + Penalty 3128.563651 = -1792449.223053
  nChanged 561
		SP:Iteration 8Q (46687.720000 sec): 3 clusters
  Score: Raw -1795804.538792 + Penalty 3128.563651 = -1792675.975141
  nChanged 381
		SP:Iteration 9Q (46687.940000 sec): 3 clusters
  Score: Raw -1795924.439668 + Penalty 3128.563651 = -1792795.876017
  nChanged 256
		SP:Iteration 10Q (46688.160000 sec): 3 clusters
  Score: Raw -1795995.679603 + Penalty 3128.563651 = -1792867.115953
  nChanged 195
		SP:Iteration 11Q (46688.430000 sec): 3 clusters
  Score: Raw -1796044.846229 + Penalty 3128.563651 = -1792916.282579
  nChanged 157
		SP:Iteration 12Q (46688.660000 sec): 3 clusters
  Score: Raw -1796086.733926 + Penalty 3128.563651 = -1792958.170276
  nChanged 164
		SP:Iteration 13Q (46688.850000 sec): 3 clusters
  Score: Raw -1796133.308463 + Penalty 3128.563651 = -1793004.744812
  nChanged 151
		SP:Iteration 14Q (46689.090000 sec): 3 clusters
  Score: Raw -1796174.348882 + Penalty 3128.563651 = -1793045.785232
  nChanged 136
		SP:Iteration 15Q (46689.350000 sec): 3 clusters
  Score: Raw -1796215.718776 + Penalty 3128.563651 = -1793087.155126
  nChanged 129
		SP:Iteration 16Q (46689.550000 sec): 3 clusters
  Score: Raw -1796252.654747 + Penalty 3128.563651 = -1793124.091096
  nChanged 138
		SP:Iteration 17Q (46689.790000 sec): 3 clusters
  Score: Raw -1796296.068167 + Penalty 3128.563651 = -1793167.504517
  nChanged 143
		SP:Iteration 18Q (46690.040000 sec): 3 clusters
  Score: Raw -1796341.989788 + Penalty 3128.563651 = -1793213.426137
  nChanged 160
		SP:Iteration 19Q (46690.260000 sec): 3 clusters
  Score: Raw -1796389.777891 + Penalty 3128.563651 = -1793261.214241
  nChanged 149
		SP:Iteration 20F (46690.470000 sec): 3 clusters
  Score: Raw -1796443.968185 + Penalty 3128.563651 = -1793315.404535
  nChanged 167
		SP:Iteration 21Q (46690.690000 sec): 3 clusters
  Score: Raw -1796502.734608 + Penalty 3128.563651 = -1793374.170958
  nChanged 147
		SP:Iteration 22Q (46690.950000 sec): 3 clusters
  Score: Raw -1796556.064402 + Penalty 3128.563651 = -1793427.500752
  nChanged 158
		SP:Iteration 23Q (46691.170000 sec): 3 clusters
  Score: Raw -1796622.553911 + Penalty 3128.563651 = -1793493.990261
  nChanged 172
		SP:Iteration 24Q (46691.410000 sec): 3 clusters
  Score: Raw -1796701.861754 + Penalty 3128.563651 = -1793573.298104
  nChanged 173
		SP:Iteration 25Q (46691.690000 sec): 3 clusters
  Score: Raw -1796779.115288 + Penalty 3128.563651 = -1793650.551638
  nChanged 150
		SP:Iteration 26Q (46691.950000 sec): 3 clusters
  Score: Raw -1796846.004585 + Penalty 3128.563651 = -1793717.440935
  nChanged 149
		SP:Iteration 27Q (46692.150000 sec): 3 clusters
  Score: Raw -1796919.461925 + Penalty 3128.563651 = -1793790.898274
  nChanged 155
		SP:Iteration 28Q (46692.440000 sec): 3 clusters
  Score: Raw -1797005.446083 + Penalty 3128.563651 = -1793876.882433
  nChanged 148
		SP:Iteration 29Q (46692.680000 sec): 3 clusters
  Score: Raw -1797091.466448 + Penalty 3128.563651 = -1793962.902797
  nChanged 140
		SP:Iteration 30Q (46692.910000 sec): 3 clusters
  Score: Raw -1797172.216774 + Penalty 3128.563651 = -1794043.653124
  nChanged 127
		SP:Iteration 31Q (46693.160000 sec): 3 clusters
  Score: Raw -1797242.317649 + Penalty 3128.563651 = -1794113.753998
  nChanged 92
		SP:Iteration 32Q (46693.390000 sec): 3 clusters
  Score: Raw -1797293.923056 + Penalty 3128.563651 = -1794165.359405
  nChanged 78
		SP:Iteration 33Q (46693.690000 sec): 3 clusters
  Score: Raw -1797338.416893 + Penalty 3128.563651 = -1794209.853242
  nChanged 74
		SP:Iteration 34Q (46693.900000 sec): 3 clusters
  Score: Raw -1797381.952800 + Penalty 3128.563651 = -1794253.389149
  nChanged 53
		SP:Iteration 35Q (46694.120000 sec): 3 clusters
  Score: Raw -1797411.538741 + Penalty 3128.563651 = -1794282.975090
  nChanged 45
		SP:Iteration 36Q (46694.370000 sec): 3 clusters
  Score: Raw -1797438.156484 + Penalty 3128.563651 = -1794309.592834
  nChanged 36
		SP:Iteration 37Q (46694.590000 sec): 3 clusters
  Score: Raw -1797455.468886 + Penalty 3128.563651 = -1794326.905235
  nChanged 29
		SP:Iteration 38Q (46694.840000 sec): 3 clusters
  Score: Raw -1797468.226815 + Penalty 3128.563651 = -1794339.663165
  nChanged 29
		SP:Iteration 39Q (46695.070000 sec): 3 clusters
  Score: Raw -1797485.880891 + Penalty 3128.563651 = -1794357.317240
  nChanged 25
		SP:Iteration 40F (46695.280000 sec): 3 clusters
  Score: Raw -1797499.034487 + Penalty 3128.563651 = -1794370.470836
  nChanged 23
		SP:Iteration 41Q (46695.530000 sec): 3 clusters
  Score: Raw -1797510.810197 + Penalty 3128.563651 = -1794382.246547
  nChanged 11
		SP:Iteration 42Q (46695.740000 sec): 3 clusters
  Score: Raw -1797515.254927 + Penalty 3128.563651 = -1794386.691276
  nChanged 11
		SP:Iteration 43Q (46695.970000 sec): 3 clusters
  Score: Raw -1797521.139144 + Penalty 3128.563651 = -1794392.575494
  nChanged 9
		SP:Iteration 44Q (46696.200000 sec): 3 clusters
  Score: Raw -1797524.735122 + Penalty 3128.563651 = -1794396.171472
  nChanged 13
		SP:Iteration 45Q (46696.470000 sec): 3 clusters
  Score: Raw -1797530.072428 + Penalty 3128.563651 = -1794401.508777
  nChanged 11
		SP:Iteration 46Q (46696.690000 sec): 3 clusters
  Score: Raw -1797535.417873 + Penalty 3128.563651 = -1794406.854223
  nChanged 14
		SP:Iteration 47Q (46696.930000 sec): 3 clusters
  Score: Raw -1797545.984651 + Penalty 3128.563651 = -1794417.421000
  nChanged 16
		SP:Iteration 48Q (46697.170000 sec): 3 clusters
  Score: Raw -1797555.292828 + Penalty 3128.563651 = -1794426.729177
  nChanged 15
		SP:Iteration 49Q (46697.370000 sec): 3 clusters
  Score: Raw -1797562.677413 + Penalty 3128.563651 = -1794434.113763
  nChanged 9
		SP:Iteration 50Q (46697.620000 sec): 3 clusters
  Score: Raw -1797568.006787 + Penalty 3128.563651 = -1794439.443136
  nChanged 15
		SP:Iteration 51Q (46697.860000 sec): 3 clusters
  Score: Raw -1797576.682450 + Penalty 3128.563651 = -1794448.118799
  nChanged 14
		SP:Iteration 52Q (46698.090000 sec): 3 clusters
  Score: Raw -1797583.688421 + Penalty 3128.563651 = -1794455.124770
  nChanged 8
		SP:Iteration 53Q (46698.330000 sec): 3 clusters
  Score: Raw -1797587.471276 + Penalty 3128.563651 = -1794458.907626
  nChanged 6
		SP:Iteration 54Q (46698.570000 sec): 3 clusters
  Score: Raw -1797591.303024 + Penalty 3128.563651 = -1794462.739373
  nChanged 7
		SP:Iteration 55Q (46698.790000 sec): 3 clusters
  Score: Raw -1797595.933911 + Penalty 3128.563651 = -1794467.370260
  nChanged 11
		SP:Iteration 56Q (46698.990000 sec): 3 clusters
  Score: Raw -1797600.433743 + Penalty 3128.563651 = -1794471.870092
  nChanged 11
		SP:Iteration 57Q (46699.260000 sec): 3 clusters
  Score: Raw -1797605.604430 + Penalty 3128.563651 = -1794477.040779
  nChanged 9
		SP:Iteration 58Q (46699.450000 sec): 3 clusters
  Score: Raw -1797609.757376 + Penalty 3128.563651 = -1794481.193726
  nChanged 8
		SP:Iteration 59Q (46699.690000 sec): 3 clusters
  Score: Raw -1797612.379489 + Penalty 3128.563651 = -1794483.815838
  nChanged 4
		SP:Iteration 60F (46699.950000 sec): 3 clusters
  Score: Raw -1797613.881788 + Penalty 3128.563651 = -1794485.318138
  nChanged 4
		SP:Iteration 61Q (46700.150000 sec): 3 clusters
  Score: Raw -1797615.736605 + Penalty 3128.563651 = -1794487.172954
  nChanged 2
		SP:Iteration 62Q (46700.370000 sec): 3 clusters
  Score: Raw -1797616.631816 + Penalty 3128.563651 = -1794488.068165
  nChanged 1
		SP:Iteration 63Q (46700.590000 sec): 3 clusters
  Score: Raw -1797617.164941 + Penalty 3128.563651 = -1794488.601291
  nChanged 3
		SP:Iteration 64Q (46700.830000 sec): 3 clusters
  Score: Raw -1797618.473443 + Penalty 3128.563651 = -1794489.909793
  nChanged 3
		SP:Iteration 65Q (46701.010000 sec): 3 clusters
  Score: Raw -1797619.898865 + Penalty 3128.563651 = -1794491.335214
  nChanged 2
		SP:Iteration 66Q (46701.250000 sec): 3 clusters
  Score: Raw -1797620.369698 + Penalty 3128.563651 = -1794491.806048
  nChanged 3
		SP:Iteration 67Q (46701.470000 sec): 3 clusters
  Score: Raw -1797621.568960 + Penalty 3128.563651 = -1794493.005310
  nChanged 2
		SP:Iteration 68Q (46701.710000 sec): 3 clusters
  Score: Raw -1797622.129280 + Penalty 3128.563651 = -1794493.565629
  nChanged 2
		SP:Iteration 69Q (46701.930000 sec): 3 clusters
  Score: Raw -1797622.874724 + Penalty 3128.563651 = -1794494.311074
  nChanged 0
		SP:Iteration 70F (46702.140000 sec): 3 clusters
  Score: Raw -1797622.874724 + Penalty 3128.563651 = -1794494.311074
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46702.260000 sec): 2 clusters
  Score: Raw -469686.364757 + Penalty 1348.107742 = -468338.257015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46702.410000 sec): 3 clusters
  Score: Raw -467708.676426 + Penalty 2696.215484 = -465012.460942
  nChanged 1603
		SP:Iteration 1F (46702.580000 sec): 3 clusters
  Score: Raw -468961.184550 + Penalty 2696.215484 = -466264.969066
  nChanged 407
		SP:Iteration 2F (46702.760000 sec): 3 clusters
  Score: Raw -469416.942922 + Penalty 2696.215484 = -466720.727438
  nChanged 328
		SP:Iteration 3F (46702.950000 sec): 3 clusters
  Score: Raw -469761.367793 + Penalty 2696.215484 = -467065.152309
  nChanged 241
		SP:Iteration 4F (46703.130000 sec): 3 clusters
  Score: Raw -469981.013178 + Penalty 2696.215484 = -467284.797694
  nChanged 176
		SP:Iteration 5Q (46703.330000 sec): 3 clusters
  Score: Raw -470131.294027 + Penalty 2696.215484 = -467435.078543
  nChanged 141
		SP:Iteration 6Q (46703.490000 sec): 3 clusters
  Score: Raw -470259.865474 + Penalty 2696.215484 = -467563.649990
  nChanged 112
		SP:Iteration 7Q (46703.670000 sec): 3 clusters
  Score: Raw -470342.097579 + Penalty 2696.215484 = -467645.882095
  nChanged 89
		SP:Iteration 8Q (46703.840000 sec): 3 clusters
  Score: Raw -470392.003692 + Penalty 2696.215484 = -467695.788208
  nChanged 68
		SP:Iteration 9Q (46704.020000 sec): 3 clusters
  Score: Raw -470431.134060 + Penalty 2696.215484 = -467734.918576
  nChanged 39
		SP:Iteration 10Q (46704.180000 sec): 3 clusters
  Score: Raw -470447.235209 + Penalty 2696.215484 = -467751.019725
  nChanged 31
		SP:Iteration 11Q (46704.310000 sec): 3 clusters
  Score: Raw -470457.890272 + Penalty 2696.215484 = -467761.674788
  nChanged 19
		SP:Iteration 12Q (46704.480000 sec): 3 clusters
  Score: Raw -470465.723558 + Penalty 2696.215484 = -467769.508074
  nChanged 29
		SP:Iteration 13Q (46704.660000 sec): 3 clusters
  Score: Raw -470475.587899 + Penalty 2696.215484 = -467779.372415
  nChanged 25
		SP:Iteration 14Q (46704.820000 sec): 3 clusters
  Score: Raw -470482.493605 + Penalty 2696.215484 = -467786.278121
  nChanged 20
		SP:Iteration 15Q (46705.000000 sec): 3 clusters
  Score: Raw -470489.511609 + Penalty 2696.215484 = -467793.296125
  nChanged 14
		SP:Iteration 16Q (46705.180000 sec): 3 clusters
  Score: Raw -470495.112940 + Penalty 2696.215484 = -467798.897456
  nChanged 11
		SP:Iteration 17Q (46705.350000 sec): 3 clusters
  Score: Raw -470499.254272 + Penalty 2696.215484 = -467803.038788
  nChanged 11
		SP:Iteration 18Q (46705.550000 sec): 3 clusters
  Score: Raw -470503.584544 + Penalty 2696.215484 = -467807.369060
  nChanged 15
		SP:Iteration 19Q (46705.720000 sec): 3 clusters
  Score: Raw -470510.133218 + Penalty 2696.215484 = -467813.917734
  nChanged 13
		SP:Iteration 20F (46705.890000 sec): 3 clusters
  Score: Raw -470516.065529 + Penalty 2696.215484 = -467819.850045
  nChanged 12
		SP:Iteration 21Q (46706.100000 sec): 3 clusters
  Score: Raw -470520.241077 + Penalty 2696.215484 = -467824.025593
  nChanged 10
		SP:Iteration 22Q (46706.270000 sec): 3 clusters
  Score: Raw -470523.550123 + Penalty 2696.215484 = -467827.334639
  nChanged 7
		SP:Iteration 23Q (46706.470000 sec): 3 clusters
  Score: Raw -470525.090808 + Penalty 2696.215484 = -467828.875324
  nChanged 8
		SP:Iteration 24Q (46706.650000 sec): 3 clusters
  Score: Raw -470528.135248 + Penalty 2696.215484 = -467831.919764
  nChanged 5
		SP:Iteration 25Q (46706.840000 sec): 3 clusters
  Score: Raw -470530.601028 + Penalty 2696.215484 = -467834.385544
  nChanged 8
		SP:Iteration 26Q (46707.030000 sec): 3 clusters
  Score: Raw -470533.273022 + Penalty 2696.215484 = -467837.057539
  nChanged 6
		SP:Iteration 27Q (46707.170000 sec): 3 clusters
  Score: Raw -470534.438645 + Penalty 2696.215484 = -467838.223161
  nChanged 5
		SP:Iteration 28Q (46707.370000 sec): 3 clusters
  Score: Raw -470536.042390 + Penalty 2696.215484 = -467839.826906
  nChanged 3
		SP:Iteration 29Q (46707.550000 sec): 3 clusters
  Score: Raw -470537.742949 + Penalty 2696.215484 = -467841.527465
  nChanged 5
		SP:Iteration 30Q (46707.710000 sec): 3 clusters
  Score: Raw -470539.196783 + Penalty 2696.215484 = -467842.981300
  nChanged 3
		SP:Iteration 31Q (46707.850000 sec): 3 clusters
  Score: Raw -470539.760486 + Penalty 2696.215484 = -467843.545003
  nChanged 1
		SP:Iteration 32Q (46708.030000 sec): 3 clusters
  Score: Raw -470539.890582 + Penalty 2696.215484 = -467843.675099
  nChanged 0
		SP:Iteration 33F (46708.190000 sec): 3 clusters
  Score: Raw -470539.890582 + Penalty 2696.215484 = -467843.675099
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46708.250000 sec): 2 clusters
  Score: Raw -446813.313583 + Penalty 1342.161957 = -445471.151626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46708.460000 sec): 3 clusters
  Score: Raw -444889.036484 + Penalty 2684.323913 = -442204.712570
  nChanged 1505
		SP:Iteration 1F (46708.620000 sec): 3 clusters
  Score: Raw -445830.981920 + Penalty 2684.323913 = -443146.658007
  nChanged 315
		SP:Iteration 2F (46708.830000 sec): 3 clusters
  Score: Raw -446032.839038 + Penalty 2684.323913 = -443348.515124
  nChanged 202
		SP:Iteration 3F (46709.050000 sec): 3 clusters
  Score: Raw -446174.331429 + Penalty 2684.323913 = -443490.007516
  nChanged 194
		SP:Iteration 4F (46709.220000 sec): 3 clusters
  Score: Raw -446319.237769 + Penalty 2684.323913 = -443634.913856
  nChanged 179
		SP:Iteration 5Q (46709.390000 sec): 3 clusters
  Score: Raw -446462.965237 + Penalty 2684.323913 = -443778.641324
  nChanged 156
		SP:Iteration 6Q (46709.610000 sec): 3 clusters
  Score: Raw -446570.823392 + Penalty 2684.323913 = -443886.499478
  nChanged 138
		SP:Iteration 7Q (46709.790000 sec): 3 clusters
  Score: Raw -446668.716801 + Penalty 2684.323913 = -443984.392887
  nChanged 135
		SP:Iteration 8Q (46710.020000 sec): 3 clusters
  Score: Raw -446740.349113 + Penalty 2684.323913 = -444056.025200
  nChanged 101
		SP:Iteration 9Q (46710.220000 sec): 3 clusters
  Score: Raw -446787.998823 + Penalty 2684.323913 = -444103.674910
  nChanged 70
		SP:Iteration 10Q (46710.390000 sec): 3 clusters
  Score: Raw -446817.753957 + Penalty 2684.323913 = -444133.430043
  nChanged 53
		SP:Iteration 11Q (46710.570000 sec): 3 clusters
  Score: Raw -446843.724726 + Penalty 2684.323913 = -444159.400812
  nChanged 47
		SP:Iteration 12Q (46710.750000 sec): 3 clusters
  Score: Raw -446865.044250 + Penalty 2684.323913 = -444180.720336
  nChanged 39
		SP:Iteration 13Q (46710.910000 sec): 3 clusters
  Score: Raw -446882.843315 + Penalty 2684.323913 = -444198.519401
  nChanged 39
		SP:Iteration 14Q (46711.070000 sec): 3 clusters
  Score: Raw -446903.799737 + Penalty 2684.323913 = -444219.475824
  nChanged 39
		SP:Iteration 15Q (46711.270000 sec): 3 clusters
  Score: Raw -446921.551879 + Penalty 2684.323913 = -444237.227966
  nChanged 36
		SP:Iteration 16Q (46711.480000 sec): 3 clusters
  Score: Raw -446938.523982 + Penalty 2684.323913 = -444254.200068
  nChanged 35
		SP:Iteration 17Q (46711.630000 sec): 3 clusters
  Score: Raw -446954.971053 + Penalty 2684.323913 = -444270.647139
  nChanged 28
		SP:Iteration 18Q (46711.810000 sec): 3 clusters
  Score: Raw -446966.544806 + Penalty 2684.323913 = -444282.220892
  nChanged 26
		SP:Iteration 19Q (46712.020000 sec): 3 clusters
  Score: Raw -446980.264552 + Penalty 2684.323913 = -444295.940639
  nChanged 28
		SP:Iteration 20F (46712.210000 sec): 3 clusters
  Score: Raw -446993.582514 + Penalty 2684.323913 = -444309.258601
  nChanged 29
		SP:Iteration 21Q (46712.350000 sec): 3 clusters
  Score: Raw -447009.561272 + Penalty 2684.323913 = -444325.237358
  nChanged 22
		SP:Iteration 22Q (46712.580000 sec): 3 clusters
  Score: Raw -447019.488364 + Penalty 2684.323913 = -444335.164451
  nChanged 25
		SP:Iteration 23Q (46712.740000 sec): 3 clusters
  Score: Raw -447029.980604 + Penalty 2684.323913 = -444345.656690
  nChanged 17
		SP:Iteration 24Q (46712.950000 sec): 3 clusters
  Score: Raw -447038.060885 + Penalty 2684.323913 = -444353.736972
  nChanged 15
		SP:Iteration 25Q (46713.130000 sec): 3 clusters
  Score: Raw -447046.903061 + Penalty 2684.323913 = -444362.579147
  nChanged 11
		SP:Iteration 26Q (46713.310000 sec): 3 clusters
  Score: Raw -447053.507118 + Penalty 2684.323913 = -444369.183204
  nChanged 14
		SP:Iteration 27Q (46713.550000 sec): 3 clusters
  Score: Raw -447062.223476 + Penalty 2684.323913 = -444377.899563
  nChanged 11
		SP:Iteration 28Q (46713.720000 sec): 3 clusters
  Score: Raw -447067.198668 + Penalty 2684.323913 = -444382.874754
  nChanged 9
		SP:Iteration 29Q (46713.890000 sec): 3 clusters
  Score: Raw -447070.878826 + Penalty 2684.323913 = -444386.554913
  nChanged 10
		SP:Iteration 30Q (46714.100000 sec): 3 clusters
  Score: Raw -447075.222678 + Penalty 2684.323913 = -444390.898765
  nChanged 8
		SP:Iteration 31Q (46714.260000 sec): 3 clusters
  Score: Raw -447077.387689 + Penalty 2684.323913 = -444393.063776
  nChanged 3
		SP:Iteration 32Q (46714.460000 sec): 3 clusters
  Score: Raw -447078.374781 + Penalty 2684.323913 = -444394.050868
  nChanged 4
		SP:Iteration 33Q (46714.630000 sec): 3 clusters
  Score: Raw -447079.363354 + Penalty 2684.323913 = -444395.039440
  nChanged 4
		SP:Iteration 34Q (46714.860000 sec): 3 clusters
  Score: Raw -447081.095393 + Penalty 2684.323913 = -444396.771479
  nChanged 5
		SP:Iteration 35Q (46715.060000 sec): 3 clusters
  Score: Raw -447083.098278 + Penalty 2684.323913 = -444398.774365
  nChanged 2
		SP:Iteration 36Q (46715.190000 sec): 3 clusters
  Score: Raw -447083.893545 + Penalty 2684.323913 = -444399.569631
  nChanged 3
		SP:Iteration 37Q (46715.390000 sec): 3 clusters
  Score: Raw -447084.648664 + Penalty 2684.323913 = -444400.324751
  nChanged 0
		SP:Iteration 38F (46715.580000 sec): 3 clusters
  Score: Raw -447084.648664 + Penalty 2684.323913 = -444400.324751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46715.650000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46715.850000 sec): 3 clusters
  Score: Raw -13710.554201 + Penalty 1563.959915 = -12146.594285
  nChanged 9
		SP:Iteration 1F (46716.000000 sec): 3 clusters
  Score: Raw -13755.960132 + Penalty 1563.959915 = -12192.000216
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46716.130000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46716.290000 sec): 3 clusters
  Score: Raw -59395.675369 + Penalty 2030.613934 = -57365.061435
  nChanged 118
		SP:Iteration 1F (46716.450000 sec): 3 clusters
  Score: Raw -59556.790260 + Penalty 2030.613934 = -57526.176326
  nChanged 24
		SP:Iteration 2Q (46716.600000 sec): 3 clusters
  Score: Raw -59590.519976 + Penalty 2030.613934 = -57559.906042
  nChanged 11
		SP:Iteration 3Q (46716.790000 sec): 3 clusters
  Score: Raw -59614.425108 + Penalty 2030.613934 = -57583.811174
  nChanged 10
		SP:Iteration 4Q (46716.960000 sec): 3 clusters
  Score: Raw -59627.251034 + Penalty 2030.613934 = -57596.637100
  nChanged 8
		SP:Iteration 5Q (46717.120000 sec): 3 clusters
  Score: Raw -59639.283716 + Penalty 2030.613934 = -57608.669781
  nChanged 8
		SP:Iteration 6Q (46717.250000 sec): 3 clusters
  Score: Raw -59654.535225 + Penalty 2030.613934 = -57623.921290
  nChanged 7
		SP:Iteration 7Q (46717.460000 sec): 3 clusters
  Score: Raw -59670.198578 + Penalty 2030.613934 = -57639.584644
  nChanged 3
		SP:Iteration 8Q (46717.610000 sec): 3 clusters
  Score: Raw -59675.344058 + Penalty 2030.613934 = -57644.730124
  nChanged 2
		SP:Iteration 9Q (46717.800000 sec): 3 clusters
  Score: Raw -59677.946164 + Penalty 2030.613934 = -57647.332230
  nChanged 1
		SP:Iteration 10Q (46717.970000 sec): 3 clusters
  Score: Raw -59678.949702 + Penalty 2030.613934 = -57648.335768
  nChanged 0
		SP:Iteration 11F (46718.100000 sec): 3 clusters
  Score: Raw -59678.949702 + Penalty 2030.613934 = -57648.335768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46718.210000 sec): 2 clusters
  Score: Raw -378088.404993 + Penalty 1315.732839 = -376772.672154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46718.420000 sec): 3 clusters
  Score: Raw -376497.649813 + Penalty 2631.465678 = -373866.184135
  nChanged 1230
		SP:Iteration 1F (46718.560000 sec): 3 clusters
  Score: Raw -377354.979033 + Penalty 2631.465678 = -374723.513355
  nChanged 340
		SP:Iteration 2F (46718.790000 sec): 3 clusters
  Score: Raw -377689.893949 + Penalty 2631.465678 = -375058.428271
  nChanged 296
		SP:Iteration 3F (46718.970000 sec): 3 clusters
  Score: Raw -378081.236532 + Penalty 2631.465678 = -375449.770854
  nChanged 272
		SP:Iteration 4F (46719.110000 sec): 3 clusters
  Score: Raw -378455.231123 + Penalty 2631.465678 = -375823.765446
  nChanged 245
		SP:Iteration 5F (46719.330000 sec): 3 clusters
  Score: Raw -378713.526025 + Penalty 2631.465678 = -376082.060347
  nChanged 140
		SP:Iteration 6Q (46719.500000 sec): 3 clusters
  Score: Raw -378834.486555 + Penalty 2631.465678 = -376203.020878
  nChanged 96
		SP:Iteration 7Q (46719.690000 sec): 3 clusters
  Score: Raw -378901.073254 + Penalty 2631.465678 = -376269.607576
  nChanged 63
		SP:Iteration 8Q (46719.900000 sec): 3 clusters
  Score: Raw -378941.270515 + Penalty 2631.465678 = -376309.804837
  nChanged 39
		SP:Iteration 9Q (46720.060000 sec): 3 clusters
  Score: Raw -378960.972403 + Penalty 2631.465678 = -376329.506725
  nChanged 32
		SP:Iteration 10Q (46720.280000 sec): 3 clusters
  Score: Raw -378978.074282 + Penalty 2631.465678 = -376346.608604
  nChanged 17
		SP:Iteration 11Q (46720.430000 sec): 3 clusters
  Score: Raw -378985.454640 + Penalty 2631.465678 = -376353.988962
  nChanged 20
		SP:Iteration 12Q (46720.620000 sec): 3 clusters
  Score: Raw -378993.695400 + Penalty 2631.465678 = -376362.229722
  nChanged 15
		SP:Iteration 13Q (46720.770000 sec): 3 clusters
  Score: Raw -378999.168325 + Penalty 2631.465678 = -376367.702647
  nChanged 8
		SP:Iteration 14Q (46720.970000 sec): 3 clusters
  Score: Raw -379002.545292 + Penalty 2631.465678 = -376371.079614
  nChanged 11
		SP:Iteration 15Q (46721.110000 sec): 3 clusters
  Score: Raw -379006.019460 + Penalty 2631.465678 = -376374.553782
  nChanged 3
		SP:Iteration 16Q (46721.330000 sec): 3 clusters
  Score: Raw -379006.699253 + Penalty 2631.465678 = -376375.233575
  nChanged 2
		SP:Iteration 17Q (46721.500000 sec): 3 clusters
  Score: Raw -379007.339280 + Penalty 2631.465678 = -376375.873602
  nChanged 2
		SP:Iteration 18Q (46721.700000 sec): 3 clusters
  Score: Raw -379007.809130 + Penalty 2631.465678 = -376376.343452
  nChanged 3
		SP:Iteration 19Q (46721.850000 sec): 3 clusters
  Score: Raw -379008.705703 + Penalty 2631.465678 = -376377.240025
  nChanged 3
		SP:Iteration 20F (46722.030000 sec): 3 clusters
  Score: Raw -379009.736119 + Penalty 2631.465678 = -376378.270441
  nChanged 1
		SP:Iteration 21Q (46722.250000 sec): 3 clusters
  Score: Raw -379009.964359 + Penalty 2631.465678 = -376378.498681
  nChanged 1
		SP:Iteration 22Q (46722.390000 sec): 3 clusters
  Score: Raw -379010.138859 + Penalty 2631.465678 = -376378.673181
  nChanged 0
		SP:Iteration 23F (46722.520000 sec): 3 clusters
  Score: Raw -379010.138859 + Penalty 2631.465678 = -376378.673181
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46722.630000 sec): 2 clusters
  Score: Raw -113528.525953 + Penalty 1135.916681 = -112392.609271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46722.830000 sec): 3 clusters
  Score: Raw -113184.268865 + Penalty 2271.833363 = -110912.435502
  nChanged 342
		SP:Iteration 1F (46723.010000 sec): 3 clusters
  Score: Raw -113513.886836 + Penalty 2271.833363 = -111242.053474
  nChanged 95
		SP:Iteration 2F (46723.170000 sec): 3 clusters
  Score: Raw -113660.919882 + Penalty 2271.833363 = -111389.086520
  nChanged 69
		SP:Iteration 3F (46723.340000 sec): 3 clusters
  Score: Raw -113767.282174 + Penalty 2271.833363 = -111495.448812
  nChanged 66
		SP:Iteration 4F (46723.530000 sec): 3 clusters
  Score: Raw -113861.336065 + Penalty 2271.833363 = -111589.502702
  nChanged 44
		SP:Iteration 5Q (46723.660000 sec): 3 clusters
  Score: Raw -113930.040642 + Penalty 2271.833363 = -111658.207279
  nChanged 37
		SP:Iteration 6Q (46723.860000 sec): 3 clusters
  Score: Raw -113983.651652 + Penalty 2271.833363 = -111711.818290
  nChanged 34
		SP:Iteration 7Q (46723.990000 sec): 3 clusters
  Score: Raw -114029.974403 + Penalty 2271.833363 = -111758.141040
  nChanged 21
		SP:Iteration 8Q (46724.150000 sec): 3 clusters
  Score: Raw -114060.170158 + Penalty 2271.833363 = -111788.336795
  nChanged 17
		SP:Iteration 9Q (46724.340000 sec): 3 clusters
  Score: Raw -114091.960674 + Penalty 2271.833363 = -111820.127312
  nChanged 22
		SP:Iteration 10Q (46724.510000 sec): 3 clusters
  Score: Raw -114118.692949 + Penalty 2271.833363 = -111846.859586
  nChanged 17
		SP:Iteration 11Q (46724.690000 sec): 3 clusters
  Score: Raw -114145.497193 + Penalty 2271.833363 = -111873.663830
  nChanged 16
		SP:Iteration 12Q (46724.870000 sec): 3 clusters
  Score: Raw -114182.311455 + Penalty 2271.833363 = -111910.478092
  nChanged 18
		SP:Iteration 13Q (46725.050000 sec): 3 clusters
  Score: Raw -114219.752281 + Penalty 2271.833363 = -111947.918918
  nChanged 17
		SP:Iteration 14Q (46725.270000 sec): 3 clusters
  Score: Raw -114246.150640 + Penalty 2271.833363 = -111974.317277
  nChanged 13
		SP:Iteration 15Q (46725.390000 sec): 3 clusters
  Score: Raw -114265.449856 + Penalty 2271.833363 = -111993.616493
  nChanged 13
		SP:Iteration 16Q (46725.620000 sec): 3 clusters
  Score: Raw -114284.700980 + Penalty 2271.833363 = -112012.867617
  nChanged 13
		SP:Iteration 17Q (46725.760000 sec): 3 clusters
  Score: Raw -114313.922139 + Penalty 2271.833363 = -112042.088776
  nChanged 11
		SP:Iteration 18Q (46725.930000 sec): 3 clusters
  Score: Raw -114329.169822 + Penalty 2271.833363 = -112057.336459
  nChanged 7
		SP:Iteration 19Q (46726.120000 sec): 3 clusters
  Score: Raw -114341.191330 + Penalty 2271.833363 = -112069.357968
  nChanged 11
		SP:Iteration 20F (46726.300000 sec): 3 clusters
  Score: Raw -114357.064028 + Penalty 2271.833363 = -112085.230665
  nChanged 11
		SP:Iteration 21Q (46726.490000 sec): 3 clusters
  Score: Raw -114369.189333 + Penalty 2271.833363 = -112097.355970
  nChanged 5
		SP:Iteration 22Q (46726.680000 sec): 3 clusters
  Score: Raw -114372.539970 + Penalty 2271.833363 = -112100.706608
  nChanged 3
		SP:Iteration 23Q (46726.860000 sec): 3 clusters
  Score: Raw -114375.606210 + Penalty 2271.833363 = -112103.772848
  nChanged 4
		SP:Iteration 24Q (46727.060000 sec): 3 clusters
  Score: Raw -114380.826274 + Penalty 2271.833363 = -112108.992911
  nChanged 4
		SP:Iteration 25Q (46727.230000 sec): 3 clusters
  Score: Raw -114386.603310 + Penalty 2271.833363 = -112114.769948
  nChanged 3
		SP:Iteration 26Q (46727.410000 sec): 3 clusters
  Score: Raw -114388.908396 + Penalty 2271.833363 = -112117.075034
  nChanged 1
		SP:Iteration 27Q (46727.580000 sec): 3 clusters
  Score: Raw -114390.548965 + Penalty 2271.833363 = -112118.715602
  nChanged 3
		SP:Iteration 28Q (46727.800000 sec): 3 clusters
  Score: Raw -114392.710315 + Penalty 2271.833363 = -112120.876953
  nChanged 1
		SP:Iteration 29Q (46727.950000 sec): 3 clusters
  Score: Raw -114393.466673 + Penalty 2271.833363 = -112121.633310
  nChanged 0
		SP:Iteration 30F (46728.150000 sec): 3 clusters
  Score: Raw -114393.466673 + Penalty 2271.833363 = -112121.633310
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46728.270000 sec): 2 clusters
  Score: Raw -261475.465822 + Penalty 1250.264815 = -260225.201007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46728.440000 sec): 3 clusters
  Score: Raw -260530.060451 + Penalty 2500.529631 = -258029.530820
  nChanged 794
		SP:Iteration 1F (46728.580000 sec): 3 clusters
  Score: Raw -261100.507873 + Penalty 2500.529631 = -258599.978242
  nChanged 163
		SP:Iteration 2F (46728.780000 sec): 3 clusters
  Score: Raw -261222.661864 + Penalty 2500.529631 = -258722.132233
  nChanged 98
		SP:Iteration 3Q (46728.970000 sec): 3 clusters
  Score: Raw -261284.978794 + Penalty 2500.529631 = -258784.449163
  nChanged 67
		SP:Iteration 4Q (46729.180000 sec): 3 clusters
  Score: Raw -261324.617873 + Penalty 2500.529631 = -258824.088242
  nChanged 44
		SP:Iteration 5Q (46729.360000 sec): 3 clusters
  Score: Raw -261355.056426 + Penalty 2500.529631 = -258854.526795
  nChanged 40
		SP:Iteration 6Q (46729.560000 sec): 3 clusters
  Score: Raw -261381.118782 + Penalty 2500.529631 = -258880.589152
  nChanged 25
		SP:Iteration 7Q (46729.730000 sec): 3 clusters
  Score: Raw -261399.867388 + Penalty 2500.529631 = -258899.337758
  nChanged 32
		SP:Iteration 8Q (46729.870000 sec): 3 clusters
  Score: Raw -261415.056278 + Penalty 2500.529631 = -258914.526647
  nChanged 19
		SP:Iteration 9Q (46730.040000 sec): 3 clusters
  Score: Raw -261425.625030 + Penalty 2500.529631 = -258925.095399
  nChanged 21
		SP:Iteration 10Q (46730.240000 sec): 3 clusters
  Score: Raw -261435.830892 + Penalty 2500.529631 = -258935.301261
  nChanged 24
		SP:Iteration 11Q (46730.380000 sec): 3 clusters
  Score: Raw -261450.497402 + Penalty 2500.529631 = -258949.967771
  nChanged 21
		SP:Iteration 12Q (46730.570000 sec): 3 clusters
  Score: Raw -261465.246299 + Penalty 2500.529631 = -258964.716669
  nChanged 20
		SP:Iteration 13Q (46730.730000 sec): 3 clusters
  Score: Raw -261474.356116 + Penalty 2500.529631 = -258973.826485
  nChanged 18
		SP:Iteration 14Q (46730.940000 sec): 3 clusters
  Score: Raw -261484.797529 + Penalty 2500.529631 = -258984.267898
  nChanged 22
		SP:Iteration 15Q (46731.100000 sec): 3 clusters
  Score: Raw -261500.260830 + Penalty 2500.529631 = -258999.731199
  nChanged 29
		SP:Iteration 16Q (46731.330000 sec): 3 clusters
  Score: Raw -261519.616153 + Penalty 2500.529631 = -259019.086523
  nChanged 31
		SP:Iteration 17Q (46731.530000 sec): 3 clusters
  Score: Raw -261537.656733 + Penalty 2500.529631 = -259037.127102
  nChanged 21
		SP:Iteration 18Q (46731.680000 sec): 3 clusters
  Score: Raw -261547.910405 + Penalty 2500.529631 = -259047.380774
  nChanged 17
		SP:Iteration 19Q (46731.870000 sec): 3 clusters
  Score: Raw -261554.520261 + Penalty 2500.529631 = -259053.990630
  nChanged 13
		SP:Iteration 20F (46732.040000 sec): 3 clusters
  Score: Raw -261560.447000 + Penalty 2500.529631 = -259059.917370
  nChanged 12
		SP:Iteration 21Q (46732.200000 sec): 3 clusters
  Score: Raw -261567.654811 + Penalty 2500.529631 = -259067.125180
  nChanged 13
		SP:Iteration 22Q (46732.340000 sec): 3 clusters
  Score: Raw -261573.187912 + Penalty 2500.529631 = -259072.658281
  nChanged 10
		SP:Iteration 23Q (46732.510000 sec): 3 clusters
  Score: Raw -261576.808974 + Penalty 2500.529631 = -259076.279343
  nChanged 6
		SP:Iteration 24Q (46732.680000 sec): 3 clusters
  Score: Raw -261579.751361 + Penalty 2500.529631 = -259079.221731
  nChanged 8
		SP:Iteration 25Q (46732.890000 sec): 3 clusters
  Score: Raw -261583.353396 + Penalty 2500.529631 = -259082.823765
  nChanged 10
		SP:Iteration 26Q (46733.080000 sec): 3 clusters
  Score: Raw -261588.910654 + Penalty 2500.529631 = -259088.381023
  nChanged 11
		SP:Iteration 27Q (46733.220000 sec): 3 clusters
  Score: Raw -261593.890980 + Penalty 2500.529631 = -259093.361350
  nChanged 8
		SP:Iteration 28Q (46733.400000 sec): 3 clusters
  Score: Raw -261598.157539 + Penalty 2500.529631 = -259097.627908
  nChanged 14
		SP:Iteration 29Q (46733.620000 sec): 3 clusters
  Score: Raw -261605.026571 + Penalty 2500.529631 = -259104.496940
  nChanged 10
		SP:Iteration 30Q (46733.780000 sec): 3 clusters
  Score: Raw -261610.735040 + Penalty 2500.529631 = -259110.205409
  nChanged 14
		SP:Iteration 31Q (46733.950000 sec): 3 clusters
  Score: Raw -261618.912252 + Penalty 2500.529631 = -259118.382622
  nChanged 12
		SP:Iteration 32Q (46734.120000 sec): 3 clusters
  Score: Raw -261623.809560 + Penalty 2500.529631 = -259123.279930
  nChanged 9
		SP:Iteration 33Q (46734.300000 sec): 3 clusters
  Score: Raw -261627.935679 + Penalty 2500.529631 = -259127.406048
  nChanged 5
		SP:Iteration 34Q (46734.450000 sec): 3 clusters
  Score: Raw -261629.292860 + Penalty 2500.529631 = -259128.763230
  nChanged 5
		SP:Iteration 35Q (46734.630000 sec): 3 clusters
  Score: Raw -261631.966050 + Penalty 2500.529631 = -259131.436419
  nChanged 8
		SP:Iteration 36Q (46734.800000 sec): 3 clusters
  Score: Raw -261636.750104 + Penalty 2500.529631 = -259136.220473
  nChanged 9
		SP:Iteration 37Q (46734.980000 sec): 3 clusters
  Score: Raw -261641.148180 + Penalty 2500.529631 = -259140.618549
  nChanged 10
		SP:Iteration 38Q (46735.150000 sec): 3 clusters
  Score: Raw -261645.238252 + Penalty 2500.529631 = -259144.708622
  nChanged 5
		SP:Iteration 39Q (46735.300000 sec): 3 clusters
  Score: Raw -261647.852184 + Penalty 2500.529631 = -259147.322553
  nChanged 6
		SP:Iteration 40F (46735.480000 sec): 3 clusters
  Score: Raw -261651.865303 + Penalty 2500.529631 = -259151.335672
  nChanged 9
		SP:Iteration 41Q (46735.650000 sec): 3 clusters
  Score: Raw -261655.346689 + Penalty 2500.529631 = -259154.817058
  nChanged 3
		SP:Iteration 42Q (46735.830000 sec): 3 clusters
  Score: Raw -261657.364877 + Penalty 2500.529631 = -259156.835246
  nChanged 4
		SP:Iteration 43Q (46736.020000 sec): 3 clusters
  Score: Raw -261660.742606 + Penalty 2500.529631 = -259160.212975
  nChanged 7
		SP:Iteration 44Q (46736.190000 sec): 3 clusters
  Score: Raw -261663.636861 + Penalty 2500.529631 = -259163.107230
  nChanged 5
		SP:Iteration 45Q (46736.290000 sec): 3 clusters
  Score: Raw -261665.383101 + Penalty 2500.529631 = -259164.853470
  nChanged 4
		SP:Iteration 46Q (46736.460000 sec): 3 clusters
  Score: Raw -261667.281492 + Penalty 2500.529631 = -259166.751861
  nChanged 3
		SP:Iteration 47Q (46736.650000 sec): 3 clusters
  Score: Raw -261668.563254 + Penalty 2500.529631 = -259168.033624
  nChanged 5
		SP:Iteration 48Q (46736.820000 sec): 3 clusters
  Score: Raw -261670.966784 + Penalty 2500.529631 = -259170.437153
  nChanged 5
		SP:Iteration 49Q (46736.980000 sec): 3 clusters
  Score: Raw -261672.746825 + Penalty 2500.529631 = -259172.217194
  nChanged 2
		SP:Iteration 50Q (46737.110000 sec): 3 clusters
  Score: Raw -261673.454728 + Penalty 2500.529631 = -259172.925097
  nChanged 1
		SP:Iteration 51Q (46737.280000 sec): 3 clusters
  Score: Raw -261673.713949 + Penalty 2500.529631 = -259173.184318
  nChanged 0
		SP:Iteration 52F (46737.440000 sec): 3 clusters
  Score: Raw -261673.713949 + Penalty 2500.529631 = -259173.184318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46737.580000 sec): 2 clusters
  Score: Raw -310770.580250 + Penalty 1283.250257 = -309487.329994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46737.740000 sec): 3 clusters
  Score: Raw -309546.820072 + Penalty 2566.500513 = -306980.319558
  nChanged 982
		SP:Iteration 1F (46737.890000 sec): 3 clusters
  Score: Raw -310132.608430 + Penalty 2566.500513 = -307566.107917
  nChanged 203
		SP:Iteration 2F (46738.070000 sec): 3 clusters
  Score: Raw -310273.932612 + Penalty 2566.500513 = -307707.432099
  nChanged 142
		SP:Iteration 3F (46738.230000 sec): 3 clusters
  Score: Raw -310365.417358 + Penalty 2566.500513 = -307798.916845
  nChanged 121
		SP:Iteration 4Q (46738.410000 sec): 3 clusters
  Score: Raw -310445.720231 + Penalty 2566.500513 = -307879.219717
  nChanged 103
		SP:Iteration 5Q (46738.560000 sec): 3 clusters
  Score: Raw -310517.166945 + Penalty 2566.500513 = -307950.666431
  nChanged 93
		SP:Iteration 6Q (46738.710000 sec): 3 clusters
  Score: Raw -310585.171604 + Penalty 2566.500513 = -308018.671091
  nChanged 83
		SP:Iteration 7Q (46738.900000 sec): 3 clusters
  Score: Raw -310643.273038 + Penalty 2566.500513 = -308076.772525
  nChanged 79
		SP:Iteration 8Q (46739.040000 sec): 3 clusters
  Score: Raw -310703.174520 + Penalty 2566.500513 = -308136.674006
  nChanged 71
		SP:Iteration 9Q (46739.230000 sec): 3 clusters
  Score: Raw -310753.880295 + Penalty 2566.500513 = -308187.379782
  nChanged 69
		SP:Iteration 10Q (46739.420000 sec): 3 clusters
  Score: Raw -310800.183175 + Penalty 2566.500513 = -308233.682661
  nChanged 48
		SP:Iteration 11Q (46739.630000 sec): 3 clusters
  Score: Raw -310830.581078 + Penalty 2566.500513 = -308264.080565
  nChanged 39
		SP:Iteration 12Q (46739.810000 sec): 3 clusters
  Score: Raw -310854.614193 + Penalty 2566.500513 = -308288.113680
  nChanged 35
		SP:Iteration 13Q (46739.990000 sec): 3 clusters
  Score: Raw -310879.043389 + Penalty 2566.500513 = -308312.542875
  nChanged 25
		SP:Iteration 14Q (46740.160000 sec): 3 clusters
  Score: Raw -310895.482376 + Penalty 2566.500513 = -308328.981862
  nChanged 23
		SP:Iteration 15Q (46740.320000 sec): 3 clusters
  Score: Raw -310908.470176 + Penalty 2566.500513 = -308341.969663
  nChanged 21
		SP:Iteration 16Q (46740.500000 sec): 3 clusters
  Score: Raw -310919.487177 + Penalty 2566.500513 = -308352.986664
  nChanged 24
		SP:Iteration 17Q (46740.700000 sec): 3 clusters
  Score: Raw -310930.792756 + Penalty 2566.500513 = -308364.292243
  nChanged 23
		SP:Iteration 18Q (46740.840000 sec): 3 clusters
  Score: Raw -310942.479368 + Penalty 2566.500513 = -308375.978855
  nChanged 34
		SP:Iteration 19Q (46741.030000 sec): 3 clusters
  Score: Raw -310964.152271 + Penalty 2566.500513 = -308397.651758
  nChanged 31
		SP:Iteration 20F (46741.180000 sec): 3 clusters
  Score: Raw -310987.816612 + Penalty 2566.500513 = -308421.316099
  nChanged 34
		SP:Iteration 21Q (46741.370000 sec): 3 clusters
  Score: Raw -311020.449094 + Penalty 2566.500513 = -308453.948581
  nChanged 36
		SP:Iteration 22Q (46741.560000 sec): 3 clusters
  Score: Raw -311046.492575 + Penalty 2566.500513 = -308479.992062
  nChanged 36
		SP:Iteration 23Q (46741.750000 sec): 3 clusters
  Score: Raw -311079.721210 + Penalty 2566.500513 = -308513.220696
  nChanged 48
		SP:Iteration 24Q (46741.900000 sec): 3 clusters
  Score: Raw -311127.759839 + Penalty 2566.500513 = -308561.259326
  nChanged 57
		SP:Iteration 25Q (46742.100000 sec): 3 clusters
  Score: Raw -311182.452472 + Penalty 2566.500513 = -308615.951959
  nChanged 46
		SP:Iteration 26Q (46742.260000 sec): 3 clusters
  Score: Raw -311220.647041 + Penalty 2566.500513 = -308654.146527
  nChanged 49
		SP:Iteration 27Q (46742.420000 sec): 3 clusters
  Score: Raw -311253.732538 + Penalty 2566.500513 = -308687.232025
  nChanged 41
		SP:Iteration 28Q (46742.610000 sec): 3 clusters
  Score: Raw -311276.628129 + Penalty 2566.500513 = -308710.127615
  nChanged 26
		SP:Iteration 29Q (46742.800000 sec): 3 clusters
  Score: Raw -311292.434719 + Penalty 2566.500513 = -308725.934206
  nChanged 24
		SP:Iteration 30Q (46743.000000 sec): 3 clusters
  Score: Raw -311304.607001 + Penalty 2566.500513 = -308738.106487
  nChanged 24
		SP:Iteration 31Q (46743.150000 sec): 3 clusters
  Score: Raw -311316.227132 + Penalty 2566.500513 = -308749.726618
  nChanged 18
		SP:Iteration 32Q (46743.330000 sec): 3 clusters
  Score: Raw -311324.470030 + Penalty 2566.500513 = -308757.969516
  nChanged 15
		SP:Iteration 33Q (46743.510000 sec): 3 clusters
  Score: Raw -311332.811458 + Penalty 2566.500513 = -308766.310945
  nChanged 12
		SP:Iteration 34Q (46743.640000 sec): 3 clusters
  Score: Raw -311337.723068 + Penalty 2566.500513 = -308771.222555
  nChanged 15
		SP:Iteration 35Q (46743.860000 sec): 3 clusters
  Score: Raw -311343.474440 + Penalty 2566.500513 = -308776.973927
  nChanged 15
		SP:Iteration 36Q (46744.070000 sec): 3 clusters
  Score: Raw -311349.339319 + Penalty 2566.500513 = -308782.838806
  nChanged 12
		SP:Iteration 37Q (46744.230000 sec): 3 clusters
  Score: Raw -311356.531516 + Penalty 2566.500513 = -308790.031003
  nChanged 12
		SP:Iteration 38Q (46744.380000 sec): 3 clusters
  Score: Raw -311362.907100 + Penalty 2566.500513 = -308796.406587
  nChanged 16
		SP:Iteration 39Q (46744.570000 sec): 3 clusters
  Score: Raw -311371.579869 + Penalty 2566.500513 = -308805.079355
  nChanged 14
		SP:Iteration 40F (46744.770000 sec): 3 clusters
  Score: Raw -311379.063018 + Penalty 2566.500513 = -308812.562504
  nChanged 19
		SP:Iteration 41Q (46744.920000 sec): 3 clusters
  Score: Raw -311391.332272 + Penalty 2566.500513 = -308824.831759
  nChanged 17
		SP:Iteration 42Q (46745.090000 sec): 3 clusters
  Score: Raw -311402.636254 + Penalty 2566.500513 = -308836.135741
  nChanged 21
		SP:Iteration 43Q (46745.280000 sec): 3 clusters
  Score: Raw -311414.395852 + Penalty 2566.500513 = -308847.895339
  nChanged 13
		SP:Iteration 44Q (46745.470000 sec): 3 clusters
  Score: Raw -311422.318251 + Penalty 2566.500513 = -308855.817738
  nChanged 21
		SP:Iteration 45Q (46745.660000 sec): 3 clusters
  Score: Raw -311436.960332 + Penalty 2566.500513 = -308870.459818
  nChanged 28
		SP:Iteration 46Q (46745.850000 sec): 3 clusters
  Score: Raw -311454.144676 + Penalty 2566.500513 = -308887.644163
  nChanged 30
		SP:Iteration 47Q (46746.030000 sec): 3 clusters
  Score: Raw -311475.911822 + Penalty 2566.500513 = -308909.411308
  nChanged 35
		SP:Iteration 48Q (46746.230000 sec): 3 clusters
  Score: Raw -311512.729406 + Penalty 2566.500513 = -308946.228893
  nChanged 45
		SP:Iteration 49Q (46746.390000 sec): 3 clusters
  Score: Raw -311574.773596 + Penalty 2566.500513 = -309008.273083
  nChanged 59
		SP:Iteration 50Q (46746.570000 sec): 3 clusters
  Score: Raw -311651.374561 + Penalty 2566.500513 = -309084.874048
  nChanged 46
		SP:Iteration 51Q (46746.750000 sec): 3 clusters
  Score: Raw -311700.940343 + Penalty 2566.500513 = -309134.439830
  nChanged 33
		SP:Iteration 52Q (46746.940000 sec): 3 clusters
  Score: Raw -311730.255473 + Penalty 2566.500513 = -309163.754960
  nChanged 20
		SP:Iteration 53Q (46747.140000 sec): 3 clusters
  Score: Raw -311743.944776 + Penalty 2566.500513 = -309177.444263
  nChanged 10
		SP:Iteration 54Q (46747.330000 sec): 3 clusters
  Score: Raw -311751.923621 + Penalty 2566.500513 = -309185.423108
  nChanged 8
		SP:Iteration 55Q (46747.480000 sec): 3 clusters
  Score: Raw -311757.353679 + Penalty 2566.500513 = -309190.853166
  nChanged 6
		SP:Iteration 56Q (46747.670000 sec): 3 clusters
  Score: Raw -311759.098036 + Penalty 2566.500513 = -309192.597523
  nChanged 1
		SP:Iteration 57Q (46747.840000 sec): 3 clusters
  Score: Raw -311759.427929 + Penalty 2566.500513 = -309192.927415
  nChanged 0
		SP:Iteration 58F (46747.990000 sec): 3 clusters
  Score: Raw -311759.427929 + Penalty 2566.500513 = -309192.927415
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46748.090000 sec): 2 clusters
  Score: Raw -589236.471708 + Penalty 1382.476357 = -587853.995350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46748.310000 sec): 3 clusters
  Score: Raw -586652.205981 + Penalty 2764.952715 = -583887.253266
  nChanged 1999
		SP:Iteration 1F (46748.510000 sec): 3 clusters
  Score: Raw -587752.468718 + Penalty 2764.952715 = -584987.516004
  nChanged 364
		SP:Iteration 2F (46748.660000 sec): 3 clusters
  Score: Raw -587961.817912 + Penalty 2764.952715 = -585196.865197
  nChanged 293
		SP:Iteration 3F (46748.870000 sec): 3 clusters
  Score: Raw -588113.100944 + Penalty 2764.952715 = -585348.148229
  nChanged 225
		SP:Iteration 4Q (46749.060000 sec): 3 clusters
  Score: Raw -588213.778365 + Penalty 2764.952715 = -585448.825650
  nChanged 182
		SP:Iteration 5Q (46749.230000 sec): 3 clusters
  Score: Raw -588298.573729 + Penalty 2764.952715 = -585533.621015
  nChanged 142
		SP:Iteration 6Q (46749.420000 sec): 3 clusters
  Score: Raw -588363.376648 + Penalty 2764.952715 = -585598.423933
  nChanged 125
		SP:Iteration 7Q (46749.610000 sec): 3 clusters
  Score: Raw -588418.394211 + Penalty 2764.952715 = -585653.441497
  nChanged 124
		SP:Iteration 8Q (46749.830000 sec): 3 clusters
  Score: Raw -588474.087515 + Penalty 2764.952715 = -585709.134800
  nChanged 111
		SP:Iteration 9Q (46750.010000 sec): 3 clusters
  Score: Raw -588525.601491 + Penalty 2764.952715 = -585760.648776
  nChanged 108
		SP:Iteration 10Q (46750.180000 sec): 3 clusters
  Score: Raw -588571.392662 + Penalty 2764.952715 = -585806.439948
  nChanged 100
		SP:Iteration 11Q (46750.370000 sec): 3 clusters
  Score: Raw -588611.377090 + Penalty 2764.952715 = -585846.424376
  nChanged 97
		SP:Iteration 12Q (46750.590000 sec): 3 clusters
  Score: Raw -588659.865833 + Penalty 2764.952715 = -585894.913118
  nChanged 100
		SP:Iteration 13Q (46750.790000 sec): 3 clusters
  Score: Raw -588702.416856 + Penalty 2764.952715 = -585937.464141
  nChanged 95
		SP:Iteration 14Q (46750.980000 sec): 3 clusters
  Score: Raw -588737.561779 + Penalty 2764.952715 = -585972.609064
  nChanged 84
		SP:Iteration 15Q (46751.130000 sec): 3 clusters
  Score: Raw -588770.913433 + Penalty 2764.952715 = -586005.960718
  nChanged 80
		SP:Iteration 16Q (46751.310000 sec): 3 clusters
  Score: Raw -588806.006238 + Penalty 2764.952715 = -586041.053523
  nChanged 77
		SP:Iteration 17Q (46751.510000 sec): 3 clusters
  Score: Raw -588836.242696 + Penalty 2764.952715 = -586071.289981
  nChanged 65
		SP:Iteration 18Q (46751.740000 sec): 3 clusters
  Score: Raw -588863.294070 + Penalty 2764.952715 = -586098.341356
  nChanged 74
		SP:Iteration 19Q (46751.920000 sec): 3 clusters
  Score: Raw -588894.263050 + Penalty 2764.952715 = -586129.310335
  nChanged 73
		SP:Iteration 20F (46752.130000 sec): 3 clusters
  Score: Raw -588932.611429 + Penalty 2764.952715 = -586167.658714
  nChanged 88
		SP:Iteration 21Q (46752.300000 sec): 3 clusters
  Score: Raw -588977.514894 + Penalty 2764.952715 = -586212.562180
  nChanged 77
		SP:Iteration 22Q (46752.470000 sec): 3 clusters
  Score: Raw -589017.789875 + Penalty 2764.952715 = -586252.837160
  nChanged 70
		SP:Iteration 23Q (46752.660000 sec): 3 clusters
  Score: Raw -589047.218123 + Penalty 2764.952715 = -586282.265408
  nChanged 78
		SP:Iteration 24Q (46752.840000 sec): 3 clusters
  Score: Raw -589094.674726 + Penalty 2764.952715 = -586329.722012
  nChanged 76
		SP:Iteration 25Q (46753.030000 sec): 3 clusters
  Score: Raw -589127.004903 + Penalty 2764.952715 = -586362.052188
  nChanged 74
		SP:Iteration 26Q (46753.190000 sec): 3 clusters
  Score: Raw -589151.916649 + Penalty 2764.952715 = -586386.963935
  nChanged 68
		SP:Iteration 27Q (46753.410000 sec): 3 clusters
  Score: Raw -589176.315728 + Penalty 2764.952715 = -586411.363013
  nChanged 54
		SP:Iteration 28Q (46753.570000 sec): 3 clusters
  Score: Raw -589193.792997 + Penalty 2764.952715 = -586428.840282
  nChanged 44
		SP:Iteration 29Q (46753.790000 sec): 3 clusters
  Score: Raw -589206.802000 + Penalty 2764.952715 = -586441.849285
  nChanged 34
		SP:Iteration 30Q (46754.010000 sec): 3 clusters
  Score: Raw -589214.711636 + Penalty 2764.952715 = -586449.758922
  nChanged 36
		SP:Iteration 31Q (46754.190000 sec): 3 clusters
  Score: Raw -589225.281278 + Penalty 2764.952715 = -586460.328563
  nChanged 30
		SP:Iteration 32Q (46754.370000 sec): 3 clusters
  Score: Raw -589232.958413 + Penalty 2764.952715 = -586468.005699
  nChanged 30
		SP:Iteration 33Q (46754.580000 sec): 3 clusters
  Score: Raw -589242.012252 + Penalty 2764.952715 = -586477.059538
  nChanged 35
		SP:Iteration 34Q (46754.790000 sec): 3 clusters
  Score: Raw -589252.616744 + Penalty 2764.952715 = -586487.664029
  nChanged 33
		SP:Iteration 35Q (46754.950000 sec): 3 clusters
  Score: Raw -589260.525509 + Penalty 2764.952715 = -586495.572794
  nChanged 38
		SP:Iteration 36Q (46755.130000 sec): 3 clusters
  Score: Raw -589269.114204 + Penalty 2764.952715 = -586504.161490
  nChanged 25
		SP:Iteration 37Q (46755.310000 sec): 3 clusters
  Score: Raw -589273.922434 + Penalty 2764.952715 = -586508.969719
  nChanged 22
		SP:Iteration 38Q (46755.480000 sec): 3 clusters
  Score: Raw -589278.622303 + Penalty 2764.952715 = -586513.669588
  nChanged 20
		SP:Iteration 39Q (46755.660000 sec): 3 clusters
  Score: Raw -589283.562603 + Penalty 2764.952715 = -586518.609888
  nChanged 26
		SP:Iteration 40F (46755.860000 sec): 3 clusters
  Score: Raw -589288.821890 + Penalty 2764.952715 = -586523.869175
  nChanged 20
		SP:Iteration 41Q (46756.060000 sec): 3 clusters
  Score: Raw -589293.353376 + Penalty 2764.952715 = -586528.400662
  nChanged 25
		SP:Iteration 42Q (46756.210000 sec): 3 clusters
  Score: Raw -589299.397390 + Penalty 2764.952715 = -586534.444675
  nChanged 25
		SP:Iteration 43Q (46756.390000 sec): 3 clusters
  Score: Raw -589304.635459 + Penalty 2764.952715 = -586539.682744
  nChanged 26
		SP:Iteration 44Q (46756.570000 sec): 3 clusters
  Score: Raw -589312.360132 + Penalty 2764.952715 = -586547.407417
  nChanged 25
		SP:Iteration 45Q (46756.760000 sec): 3 clusters
  Score: Raw -589319.988592 + Penalty 2764.952715 = -586555.035877
  nChanged 21
		SP:Iteration 46Q (46756.960000 sec): 3 clusters
  Score: Raw -589325.359154 + Penalty 2764.952715 = -586560.406440
  nChanged 21
		SP:Iteration 47Q (46757.170000 sec): 3 clusters
  Score: Raw -589330.612306 + Penalty 2764.952715 = -586565.659591
  nChanged 20
		SP:Iteration 48Q (46757.360000 sec): 3 clusters
  Score: Raw -589336.790718 + Penalty 2764.952715 = -586571.838004
  nChanged 16
		SP:Iteration 49Q (46757.560000 sec): 3 clusters
  Score: Raw -589341.091530 + Penalty 2764.952715 = -586576.138815
  nChanged 18
		SP:Iteration 50Q (46757.730000 sec): 3 clusters
  Score: Raw -589345.902391 + Penalty 2764.952715 = -586580.949677
  nChanged 19
		SP:Iteration 51Q (46757.920000 sec): 3 clusters
  Score: Raw -589350.629734 + Penalty 2764.952715 = -586585.677020
  nChanged 19
		SP:Iteration 52Q (46758.110000 sec): 3 clusters
  Score: Raw -589356.120094 + Penalty 2764.952715 = -586591.167380
  nChanged 20
		SP:Iteration 53Q (46758.290000 sec): 3 clusters
  Score: Raw -589361.404219 + Penalty 2764.952715 = -586596.451504
  nChanged 20
		SP:Iteration 54Q (46758.500000 sec): 3 clusters
  Score: Raw -589366.233525 + Penalty 2764.952715 = -586601.280811
  nChanged 14
		SP:Iteration 55Q (46758.640000 sec): 3 clusters
  Score: Raw -589368.746402 + Penalty 2764.952715 = -586603.793687
  nChanged 7
		SP:Iteration 56Q (46758.820000 sec): 3 clusters
  Score: Raw -589369.490473 + Penalty 2764.952715 = -586604.537758
  nChanged 3
		SP:Iteration 57Q (46759.000000 sec): 3 clusters
  Score: Raw -589369.898699 + Penalty 2764.952715 = -586604.945984
  nChanged 2
		SP:Iteration 58Q (46759.180000 sec): 3 clusters
  Score: Raw -589370.184542 + Penalty 2764.952715 = -586605.231827
  nChanged 1
		SP:Iteration 59Q (46759.390000 sec): 3 clusters
  Score: Raw -589370.732099 + Penalty 2764.952715 = -586605.779385
  nChanged 4
		SP:Iteration 60F (46759.580000 sec): 3 clusters
  Score: Raw -589371.430001 + Penalty 2764.952715 = -586606.477287
  nChanged 6
		SP:Iteration 61Q (46759.770000 sec): 3 clusters
  Score: Raw -589372.356829 + Penalty 2764.952715 = -586607.404115
  nChanged 2
		SP:Iteration 62Q (46759.940000 sec): 3 clusters
  Score: Raw -589372.571456 + Penalty 2764.952715 = -586607.618742
  nChanged 2
		SP:Iteration 63Q (46760.100000 sec): 3 clusters
  Score: Raw -589372.726610 + Penalty 2764.952715 = -586607.773895
  nChanged 1
		SP:Iteration 64Q (46760.310000 sec): 3 clusters
  Score: Raw -589373.009854 + Penalty 2764.952715 = -586608.057140
  nChanged 2
		SP:Iteration 65Q (46760.460000 sec): 3 clusters
  Score: Raw -589373.467994 + Penalty 2764.952715 = -586608.515280
  nChanged 1
		SP:Iteration 66Q (46760.660000 sec): 3 clusters
  Score: Raw -589373.527627 + Penalty 2764.952715 = -586608.574912
  nChanged 0
		SP:Iteration 67F (46760.860000 sec): 3 clusters
  Score: Raw -589373.527627 + Penalty 2764.952715 = -586608.574912
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46761.000000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46761.150000 sec): 3 clusters
  Score: Raw -45391.274334 + Penalty 1952.864285 = -43438.410049
  nChanged 82
		SP:Iteration 1F (46761.320000 sec): 3 clusters
  Score: Raw -45556.550623 + Penalty 1952.864285 = -43603.686338
  nChanged 26
		SP:Iteration 2F (46761.470000 sec): 3 clusters
  Score: Raw -45612.046201 + Penalty 1952.864285 = -43659.181916
  nChanged 18
		SP:Iteration 3Q (46761.630000 sec): 3 clusters
  Score: Raw -45687.531626 + Penalty 1952.864285 = -43734.667341
  nChanged 18
		SP:Iteration 4Q (46761.820000 sec): 3 clusters
  Score: Raw -45764.345582 + Penalty 1952.864285 = -43811.481297
  nChanged 10
		SP:Iteration 5Q (46761.980000 sec): 3 clusters
  Score: Raw -45800.376334 + Penalty 1952.864285 = -43847.512048
  nChanged 9
		SP:Iteration 6Q (46762.160000 sec): 3 clusters
  Score: Raw -45845.815562 + Penalty 1952.864285 = -43892.951276
  nChanged 10
		SP:Iteration 7Q (46762.320000 sec): 3 clusters
  Score: Raw -45875.510058 + Penalty 1952.864285 = -43922.645773
  nChanged 6
		SP:Iteration 8Q (46762.510000 sec): 3 clusters
  Score: Raw -45887.088427 + Penalty 1952.864285 = -43934.224141
  nChanged 2
		SP:Iteration 9Q (46762.670000 sec): 3 clusters
  Score: Raw -45893.182973 + Penalty 1952.864285 = -43940.318688
  nChanged 3
		SP:Iteration 10Q (46762.840000 sec): 3 clusters
  Score: Raw -45899.309004 + Penalty 1952.864285 = -43946.444719
  nChanged 1
		SP:Iteration 11Q (46763.010000 sec): 3 clusters
  Score: Raw -45900.316971 + Penalty 1952.864285 = -43947.452686
  nChanged 1
		SP:Iteration 12Q (46763.170000 sec): 3 clusters
  Score: Raw -45901.369691 + Penalty 1952.864285 = -43948.505406
  nChanged 0
		SP:Iteration 13F (46763.370000 sec): 3 clusters
  Score: Raw -45901.369691 + Penalty 1952.864285 = -43948.505406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46763.440000 sec): 2 clusters
  Score: Raw -92508.182905 + Penalty 1085.230594 = -91422.952311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46763.600000 sec): 3 clusters
  Score: Raw -92332.554427 + Penalty 2170.461187 = -90162.093240
  nChanged 219
		SP:Iteration 1F (46763.790000 sec): 3 clusters
  Score: Raw -92532.859972 + Penalty 2170.461187 = -90362.398785
  nChanged 51
		SP:Iteration 2F (46763.980000 sec): 3 clusters
  Score: Raw -92586.544901 + Penalty 2170.461187 = -90416.083713
  nChanged 29
		SP:Iteration 3Q (46764.120000 sec): 3 clusters
  Score: Raw -92617.717566 + Penalty 2170.461187 = -90447.256378
  nChanged 18
		SP:Iteration 4Q (46764.270000 sec): 3 clusters
  Score: Raw -92636.105487 + Penalty 2170.461187 = -90465.644300
  nChanged 11
		SP:Iteration 5Q (46764.450000 sec): 3 clusters
  Score: Raw -92645.641546 + Penalty 2170.461187 = -90475.180359
  nChanged 12
		SP:Iteration 6Q (46764.660000 sec): 3 clusters
  Score: Raw -92658.986358 + Penalty 2170.461187 = -90488.525171
  nChanged 15
		SP:Iteration 7Q (46764.810000 sec): 3 clusters
  Score: Raw -92677.683812 + Penalty 2170.461187 = -90507.222625
  nChanged 12
		SP:Iteration 8Q (46765.020000 sec): 3 clusters
  Score: Raw -92695.313429 + Penalty 2170.461187 = -90524.852242
  nChanged 19
		SP:Iteration 9Q (46765.180000 sec): 3 clusters
  Score: Raw -92719.215378 + Penalty 2170.461187 = -90548.754191
  nChanged 10
		SP:Iteration 10Q (46765.380000 sec): 3 clusters
  Score: Raw -92734.149398 + Penalty 2170.461187 = -90563.688210
  nChanged 12
		SP:Iteration 11Q (46765.550000 sec): 3 clusters
  Score: Raw -92763.656719 + Penalty 2170.461187 = -90593.195532
  nChanged 12
		SP:Iteration 12Q (46765.710000 sec): 3 clusters
  Score: Raw -92772.855966 + Penalty 2170.461187 = -90602.394779
  nChanged 8
		SP:Iteration 13Q (46765.930000 sec): 3 clusters
  Score: Raw -92780.152359 + Penalty 2170.461187 = -90609.691172
  nChanged 3
		SP:Iteration 14Q (46766.090000 sec): 3 clusters
  Score: Raw -92782.638593 + Penalty 2170.461187 = -90612.177406
  nChanged 4
		SP:Iteration 15Q (46766.250000 sec): 3 clusters
  Score: Raw -92785.691031 + Penalty 2170.461187 = -90615.229843
  nChanged 4
		SP:Iteration 16Q (46766.460000 sec): 3 clusters
  Score: Raw -92788.051046 + Penalty 2170.461187 = -90617.589859
  nChanged 9
		SP:Iteration 17Q (46766.610000 sec): 3 clusters
  Score: Raw -92801.835909 + Penalty 2170.461187 = -90631.374721
  nChanged 17
		SP:Iteration 18Q (46766.770000 sec): 3 clusters
  Score: Raw -92825.660625 + Penalty 2170.461187 = -90655.199438
  nChanged 13
		SP:Iteration 19Q (46766.990000 sec): 3 clusters
  Score: Raw -92846.272016 + Penalty 2170.461187 = -90675.810829
  nChanged 10
		SP:Iteration 20F (46767.160000 sec): 3 clusters
  Score: Raw -92862.086442 + Penalty 2170.461187 = -90691.625255
  nChanged 12
		SP:Iteration 21Q (46767.370000 sec): 3 clusters
  Score: Raw -92880.832554 + Penalty 2170.461187 = -90710.371366
  nChanged 11
		SP:Iteration 22Q (46767.530000 sec): 3 clusters
  Score: Raw -92907.392306 + Penalty 2170.461187 = -90736.931119
  nChanged 13
		SP:Iteration 23Q (46767.680000 sec): 3 clusters
  Score: Raw -92933.371014 + Penalty 2170.461187 = -90762.909827
  nChanged 14
		SP:Iteration 24Q (46767.880000 sec): 3 clusters
  Score: Raw -92958.871811 + Penalty 2170.461187 = -90788.410624
  nChanged 14
		SP:Iteration 25Q (46768.010000 sec): 3 clusters
  Score: Raw -92988.867233 + Penalty 2170.461187 = -90818.406046
  nChanged 18
		SP:Iteration 26Q (46768.230000 sec): 3 clusters
  Score: Raw -93024.707201 + Penalty 2170.461187 = -90854.246013
  nChanged 16
		SP:Iteration 27Q (46768.400000 sec): 3 clusters
  Score: Raw -93072.676341 + Penalty 2170.461187 = -90902.215154
  nChanged 19
		SP:Iteration 28Q (46768.570000 sec): 3 clusters
  Score: Raw -93167.244575 + Penalty 2170.461187 = -90996.783387
  nChanged 22
		SP:Iteration 29Q (46768.730000 sec): 3 clusters
  Score: Raw -93300.038598 + Penalty 2170.461187 = -91129.577410
  nChanged 19
		SP:Iteration 30Q (46768.910000 sec): 3 clusters
  Score: Raw -93413.714953 + Penalty 2170.461187 = -91243.253766
  nChanged 7
		SP:Iteration 31Q (46769.070000 sec): 3 clusters
  Score: Raw -93430.654268 + Penalty 2170.461187 = -91260.193080
  nChanged 4
		SP:Iteration 32Q (46769.250000 sec): 3 clusters
  Score: Raw -93438.661521 + Penalty 2170.461187 = -91268.200333
  nChanged 4
		SP:Iteration 33Q (46769.450000 sec): 3 clusters
  Score: Raw -93448.566900 + Penalty 2170.461187 = -91278.105713
  nChanged 5
		SP:Iteration 34Q (46769.610000 sec): 3 clusters
  Score: Raw -93459.333024 + Penalty 2170.461187 = -91288.871836
  nChanged 5
		SP:Iteration 35Q (46769.800000 sec): 3 clusters
  Score: Raw -93474.228044 + Penalty 2170.461187 = -91303.766857
  nChanged 6
		SP:Iteration 36Q (46769.950000 sec): 3 clusters
  Score: Raw -93495.452268 + Penalty 2170.461187 = -91324.991081
  nChanged 2
		SP:Iteration 37Q (46770.140000 sec): 3 clusters
  Score: Raw -93502.593036 + Penalty 2170.461187 = -91332.131849
  nChanged 1
		SP:Iteration 38Q (46770.310000 sec): 3 clusters
  Score: Raw -93507.624714 + Penalty 2170.461187 = -91337.163526
  nChanged 3
		SP:Iteration 39Q (46770.500000 sec): 3 clusters
  Score: Raw -93530.492052 + Penalty 2170.461187 = -91360.030865
  nChanged 3
		SP:Iteration 40F (46770.680000 sec): 3 clusters
  Score: Raw -93556.324246 + Penalty 2170.461187 = -91385.863059
  nChanged 3
		SP:Iteration 41Q (46770.840000 sec): 3 clusters
  Score: Raw -93568.818612 + Penalty 2170.461187 = -91398.357425
  nChanged 1
		SP:Iteration 42Q (46771.020000 sec): 3 clusters
  Score: Raw -93572.820330 + Penalty 2170.461187 = -91402.359143
  nChanged 1
		SP:Iteration 43Q (46771.210000 sec): 3 clusters
  Score: Raw -93577.109313 + Penalty 2170.461187 = -91406.648126
  nChanged 0
		SP:Iteration 44F (46771.380000 sec): 3 clusters
  Score: Raw -93577.109313 + Penalty 2170.461187 = -91406.648126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46771.520000 sec): 2 clusters
  Score: Raw -451773.920985 + Penalty 1342.246045 = -450431.674940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46771.720000 sec): 3 clusters
  Score: Raw -449875.043607 + Penalty 2684.492089 = -447190.551518
  nChanged 1505
		SP:Iteration 1F (46771.900000 sec): 3 clusters
  Score: Raw -451136.853551 + Penalty 2684.492089 = -448452.361461
  nChanged 420
		SP:Iteration 2F (46772.040000 sec): 3 clusters
  Score: Raw -451741.094462 + Penalty 2684.492089 = -449056.602373
  nChanged 353
		SP:Iteration 3F (46772.180000 sec): 3 clusters
  Score: Raw -452195.007552 + Penalty 2684.492089 = -449510.515463
  nChanged 286
		SP:Iteration 4F (46772.390000 sec): 3 clusters
  Score: Raw -452514.425228 + Penalty 2684.492089 = -449829.933139
  nChanged 181
		SP:Iteration 5Q (46772.550000 sec): 3 clusters
  Score: Raw -452684.822336 + Penalty 2684.492089 = -450000.330247
  nChanged 135
		SP:Iteration 6Q (46772.720000 sec): 3 clusters
  Score: Raw -452817.820971 + Penalty 2684.492089 = -450133.328881
  nChanged 105
		SP:Iteration 7Q (46772.920000 sec): 3 clusters
  Score: Raw -452901.384577 + Penalty 2684.492089 = -450216.892487
  nChanged 69
		SP:Iteration 8Q (46773.090000 sec): 3 clusters
  Score: Raw -452946.309920 + Penalty 2684.492089 = -450261.817830
  nChanged 59
		SP:Iteration 9Q (46773.280000 sec): 3 clusters
  Score: Raw -452978.778374 + Penalty 2684.492089 = -450294.286284
  nChanged 56
		SP:Iteration 10Q (46773.480000 sec): 3 clusters
  Score: Raw -453005.587954 + Penalty 2684.492089 = -450321.095864
  nChanged 48
		SP:Iteration 11Q (46773.700000 sec): 3 clusters
  Score: Raw -453033.510712 + Penalty 2684.492089 = -450349.018622
  nChanged 37
		SP:Iteration 12Q (46773.880000 sec): 3 clusters
  Score: Raw -453050.542230 + Penalty 2684.492089 = -450366.050140
  nChanged 33
		SP:Iteration 13Q (46774.080000 sec): 3 clusters
  Score: Raw -453063.265890 + Penalty 2684.492089 = -450378.773800
  nChanged 27
		SP:Iteration 14Q (46774.250000 sec): 3 clusters
  Score: Raw -453071.493482 + Penalty 2684.492089 = -450387.001393
  nChanged 14
		SP:Iteration 15Q (46774.480000 sec): 3 clusters
  Score: Raw -453075.821003 + Penalty 2684.492089 = -450391.328913
  nChanged 10
		SP:Iteration 16Q (46774.640000 sec): 3 clusters
  Score: Raw -453077.462512 + Penalty 2684.492089 = -450392.970423
  nChanged 8
		SP:Iteration 17Q (46774.850000 sec): 3 clusters
  Score: Raw -453079.888832 + Penalty 2684.492089 = -450395.396743
  nChanged 8
		SP:Iteration 18Q (46775.050000 sec): 3 clusters
  Score: Raw -453082.112707 + Penalty 2684.492089 = -450397.620617
  nChanged 9
		SP:Iteration 19Q (46775.220000 sec): 3 clusters
  Score: Raw -453084.531670 + Penalty 2684.492089 = -450400.039581
  nChanged 6
		SP:Iteration 20F (46775.420000 sec): 3 clusters
  Score: Raw -453086.060318 + Penalty 2684.492089 = -450401.568229
  nChanged 2
		SP:Iteration 21Q (46775.580000 sec): 3 clusters
  Score: Raw -453086.604976 + Penalty 2684.492089 = -450402.112887
  nChanged 4
		SP:Iteration 22Q (46775.760000 sec): 3 clusters
  Score: Raw -453087.469011 + Penalty 2684.492089 = -450402.976922
  nChanged 3
		SP:Iteration 23Q (46775.940000 sec): 3 clusters
  Score: Raw -453088.125235 + Penalty 2684.492089 = -450403.633146
  nChanged 3
		SP:Iteration 24Q (46776.120000 sec): 3 clusters
  Score: Raw -453088.643124 + Penalty 2684.492089 = -450404.151035
  nChanged 6
		SP:Iteration 25Q (46776.300000 sec): 3 clusters
  Score: Raw -453090.163553 + Penalty 2684.492089 = -450405.671463
  nChanged 1
		SP:Iteration 26Q (46776.460000 sec): 3 clusters
  Score: Raw -453090.327484 + Penalty 2684.492089 = -450405.835394
  nChanged 1
		SP:Iteration 27Q (46776.650000 sec): 3 clusters
  Score: Raw -453090.757782 + Penalty 2684.492089 = -450406.265692
  nChanged 2
		SP:Iteration 28Q (46776.860000 sec): 3 clusters
  Score: Raw -453091.626548 + Penalty 2684.492089 = -450407.134459
  nChanged 3
		SP:Iteration 29Q (46777.020000 sec): 3 clusters
  Score: Raw -453092.202383 + Penalty 2684.492089 = -450407.710293
  nChanged 3
		SP:Iteration 30Q (46777.200000 sec): 3 clusters
  Score: Raw -453092.673195 + Penalty 2684.492089 = -450408.181106
  nChanged 2
		SP:Iteration 31Q (46777.400000 sec): 3 clusters
  Score: Raw -453093.170165 + Penalty 2684.492089 = -450408.678076
  nChanged 2
		SP:Iteration 32Q (46777.590000 sec): 3 clusters
  Score: Raw -453093.556445 + Penalty 2684.492089 = -450409.064355
  nChanged 1
		SP:Iteration 33Q (46777.740000 sec): 3 clusters
  Score: Raw -453093.674495 + Penalty 2684.492089 = -450409.182406
  nChanged 1
		SP:Iteration 34Q (46777.930000 sec): 3 clusters
  Score: Raw -453093.782475 + Penalty 2684.492089 = -450409.290385
  nChanged 0
		SP:Iteration 35F (46778.130000 sec): 3 clusters
  Score: Raw -453093.782475 + Penalty 2684.492089 = -450409.290385
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46778.200000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46778.380000 sec): 3 clusters
  Score: Raw -30551.751163 + Penalty 1835.916627 = -28715.834536
  nChanged 55
		SP:Iteration 1F (46778.560000 sec): 3 clusters
  Score: Raw -30735.236766 + Penalty 1835.916627 = -28899.320138
  nChanged 21
		SP:Iteration 2F (46778.740000 sec): 3 clusters
  Score: Raw -30794.214957 + Penalty 1835.916627 = -28958.298330
  nChanged 4
		SP:Iteration 3Q (46778.920000 sec): 3 clusters
  Score: Raw -30805.512205 + Penalty 1835.916627 = -28969.595578
  nChanged 2
		SP:Iteration 4Q (46779.100000 sec): 3 clusters
  Score: Raw -30818.841778 + Penalty 1835.916627 = -28982.925151
  nChanged 3
		SP:Iteration 5Q (46779.290000 sec): 3 clusters
  Score: Raw -30835.878501 + Penalty 1835.916627 = -28999.961874
  nChanged 4
		SP:Iteration 6Q (46779.460000 sec): 3 clusters
  Score: Raw -30858.725744 + Penalty 1835.916627 = -29022.809117
  nChanged 3
		SP:Iteration 7Q (46779.650000 sec): 3 clusters
  Score: Raw -30867.155810 + Penalty 1835.916627 = -29031.239183
  nChanged 2
		SP:Iteration 8Q (46779.840000 sec): 3 clusters
  Score: Raw -30870.268330 + Penalty 1835.916627 = -29034.351703
  nChanged 2
		SP:Iteration 9Q (46779.990000 sec): 3 clusters
  Score: Raw -30872.978779 + Penalty 1835.916627 = -29037.062152
  nChanged 1
		SP:Iteration 10Q (46780.150000 sec): 3 clusters
  Score: Raw -30875.072340 + Penalty 1835.916627 = -29039.155712
  nChanged 0
		SP:Iteration 11F (46780.330000 sec): 3 clusters
  Score: Raw -30875.072340 + Penalty 1835.916627 = -29039.155712
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46780.430000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46780.580000 sec): 3 clusters
  Score: Raw -61296.845150 + Penalty 2036.222894 = -59260.622256
  nChanged 114
		SP:Iteration 1F (46780.770000 sec): 3 clusters
  Score: Raw -61447.921611 + Penalty 2036.222894 = -59411.698716
  nChanged 33
		SP:Iteration 2F (46780.980000 sec): 3 clusters
  Score: Raw -61499.166621 + Penalty 2036.222894 = -59462.943727
  nChanged 19
		SP:Iteration 3Q (46781.090000 sec): 3 clusters
  Score: Raw -61525.856926 + Penalty 2036.222894 = -59489.634032
  nChanged 8
		SP:Iteration 4Q (46781.250000 sec): 3 clusters
  Score: Raw -61536.752177 + Penalty 2036.222894 = -59500.529283
  nChanged 5
		SP:Iteration 5Q (46781.460000 sec): 3 clusters
  Score: Raw -61543.548278 + Penalty 2036.222894 = -59507.325384
  nChanged 3
		SP:Iteration 6Q (46781.620000 sec): 3 clusters
  Score: Raw -61546.934128 + Penalty 2036.222894 = -59510.711233
  nChanged 3
		SP:Iteration 7Q (46781.820000 sec): 3 clusters
  Score: Raw -61553.240944 + Penalty 2036.222894 = -59517.018049
  nChanged 2
		SP:Iteration 8Q (46781.980000 sec): 3 clusters
  Score: Raw -61554.938067 + Penalty 2036.222894 = -59518.715173
  nChanged 0
		SP:Iteration 9F (46782.170000 sec): 3 clusters
  Score: Raw -61554.938067 + Penalty 2036.222894 = -59518.715173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46782.250000 sec): 2 clusters
  Score: Raw -262786.371791 + Penalty 1245.532565 = -261540.839226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46782.400000 sec): 3 clusters
  Score: Raw -261864.296841 + Penalty 2491.065130 = -259373.231711
  nChanged 751
		SP:Iteration 1F (46782.590000 sec): 3 clusters
  Score: Raw -262346.443840 + Penalty 2491.065130 = -259855.378709
  nChanged 168
		SP:Iteration 2F (46782.760000 sec): 3 clusters
  Score: Raw -262465.488670 + Penalty 2491.065130 = -259974.423540
  nChanged 105
		SP:Iteration 3Q (46782.940000 sec): 3 clusters
  Score: Raw -262528.196207 + Penalty 2491.065130 = -260037.131077
  nChanged 71
		SP:Iteration 4Q (46783.110000 sec): 3 clusters
  Score: Raw -262576.165420 + Penalty 2491.065130 = -260085.100290
  nChanged 63
		SP:Iteration 5Q (46783.270000 sec): 3 clusters
  Score: Raw -262614.523373 + Penalty 2491.065130 = -260123.458243
  nChanged 48
		SP:Iteration 6Q (46783.450000 sec): 3 clusters
  Score: Raw -262646.411007 + Penalty 2491.065130 = -260155.345877
  nChanged 37
		SP:Iteration 7Q (46783.630000 sec): 3 clusters
  Score: Raw -262670.235976 + Penalty 2491.065130 = -260179.170846
  nChanged 39
		SP:Iteration 8Q (46783.830000 sec): 3 clusters
  Score: Raw -262695.744962 + Penalty 2491.065130 = -260204.679832
  nChanged 44
		SP:Iteration 9Q (46784.020000 sec): 3 clusters
  Score: Raw -262724.520722 + Penalty 2491.065130 = -260233.455592
  nChanged 43
		SP:Iteration 10Q (46784.180000 sec): 3 clusters
  Score: Raw -262755.304782 + Penalty 2491.065130 = -260264.239652
  nChanged 41
		SP:Iteration 11Q (46784.390000 sec): 3 clusters
  Score: Raw -262776.581175 + Penalty 2491.065130 = -260285.516045
  nChanged 28
		SP:Iteration 12Q (46784.530000 sec): 3 clusters
  Score: Raw -262794.961208 + Penalty 2491.065130 = -260303.896078
  nChanged 25
		SP:Iteration 13Q (46784.700000 sec): 3 clusters
  Score: Raw -262811.541028 + Penalty 2491.065130 = -260320.475898
  nChanged 22
		SP:Iteration 14Q (46784.860000 sec): 3 clusters
  Score: Raw -262821.305375 + Penalty 2491.065130 = -260330.240245
  nChanged 16
		SP:Iteration 15Q (46785.040000 sec): 3 clusters
  Score: Raw -262830.362040 + Penalty 2491.065130 = -260339.296910
  nChanged 17
		SP:Iteration 16Q (46785.250000 sec): 3 clusters
  Score: Raw -262840.427245 + Penalty 2491.065130 = -260349.362114
  nChanged 13
		SP:Iteration 17Q (46785.430000 sec): 3 clusters
  Score: Raw -262847.586713 + Penalty 2491.065130 = -260356.521583
  nChanged 8
		SP:Iteration 18Q (46785.590000 sec): 3 clusters
  Score: Raw -262852.148864 + Penalty 2491.065130 = -260361.083734
  nChanged 6
		SP:Iteration 19Q (46785.770000 sec): 3 clusters
  Score: Raw -262854.807983 + Penalty 2491.065130 = -260363.742852
  nChanged 5
		SP:Iteration 20F (46785.900000 sec): 3 clusters
  Score: Raw -262857.943067 + Penalty 2491.065130 = -260366.877937
  nChanged 3
		SP:Iteration 21Q (46786.110000 sec): 3 clusters
  Score: Raw -262859.979243 + Penalty 2491.065130 = -260368.914113
  nChanged 4
		SP:Iteration 22Q (46786.260000 sec): 3 clusters
  Score: Raw -262862.316372 + Penalty 2491.065130 = -260371.251241
  nChanged 5
		SP:Iteration 23Q (46786.430000 sec): 3 clusters
  Score: Raw -262865.439995 + Penalty 2491.065130 = -260374.374865
  nChanged 8
		SP:Iteration 24Q (46786.590000 sec): 3 clusters
  Score: Raw -262872.158681 + Penalty 2491.065130 = -260381.093551
  nChanged 12
		SP:Iteration 25Q (46786.750000 sec): 3 clusters
  Score: Raw -262880.391907 + Penalty 2491.065130 = -260389.326777
  nChanged 9
		SP:Iteration 26Q (46786.960000 sec): 3 clusters
  Score: Raw -262885.666951 + Penalty 2491.065130 = -260394.601821
  nChanged 7
		SP:Iteration 27Q (46787.120000 sec): 3 clusters
  Score: Raw -262890.054314 + Penalty 2491.065130 = -260398.989184
  nChanged 3
		SP:Iteration 28Q (46787.300000 sec): 3 clusters
  Score: Raw -262892.297708 + Penalty 2491.065130 = -260401.232578
  nChanged 5
		SP:Iteration 29Q (46787.530000 sec): 3 clusters
  Score: Raw -262896.257009 + Penalty 2491.065130 = -260405.191879
  nChanged 7
		SP:Iteration 30Q (46787.680000 sec): 3 clusters
  Score: Raw -262901.270808 + Penalty 2491.065130 = -260410.205678
  nChanged 9
		SP:Iteration 31Q (46787.900000 sec): 3 clusters
  Score: Raw -262906.653581 + Penalty 2491.065130 = -260415.588451
  nChanged 5
		SP:Iteration 32Q (46788.050000 sec): 3 clusters
  Score: Raw -262908.706144 + Penalty 2491.065130 = -260417.641014
  nChanged 4
		SP:Iteration 33Q (46788.240000 sec): 3 clusters
  Score: Raw -262911.100050 + Penalty 2491.065130 = -260420.034920
  nChanged 5
		SP:Iteration 34Q (46788.420000 sec): 3 clusters
  Score: Raw -262914.040348 + Penalty 2491.065130 = -260422.975217
  nChanged 7
		SP:Iteration 35Q (46788.590000 sec): 3 clusters
  Score: Raw -262918.064247 + Penalty 2491.065130 = -260426.999117
  nChanged 6
		SP:Iteration 36Q (46788.770000 sec): 3 clusters
  Score: Raw -262922.836217 + Penalty 2491.065130 = -260431.771087
  nChanged 6
		SP:Iteration 37Q (46788.970000 sec): 3 clusters
  Score: Raw -262927.047753 + Penalty 2491.065130 = -260435.982623
  nChanged 6
		SP:Iteration 38Q (46789.160000 sec): 3 clusters
  Score: Raw -262930.486785 + Penalty 2491.065130 = -260439.421655
  nChanged 6
		SP:Iteration 39Q (46789.350000 sec): 3 clusters
  Score: Raw -262934.777078 + Penalty 2491.065130 = -260443.711948
  nChanged 6
		SP:Iteration 40F (46789.500000 sec): 3 clusters
  Score: Raw -262937.884896 + Penalty 2491.065130 = -260446.819766
  nChanged 6
		SP:Iteration 41Q (46789.700000 sec): 3 clusters
  Score: Raw -262942.052754 + Penalty 2491.065130 = -260450.987624
  nChanged 6
		SP:Iteration 42Q (46789.880000 sec): 3 clusters
  Score: Raw -262948.078797 + Penalty 2491.065130 = -260457.013666
  nChanged 6
		SP:Iteration 43Q (46790.050000 sec): 3 clusters
  Score: Raw -262954.595624 + Penalty 2491.065130 = -260463.530494
  nChanged 10
		SP:Iteration 44Q (46790.240000 sec): 3 clusters
  Score: Raw -262964.145703 + Penalty 2491.065130 = -260473.080573
  nChanged 7
		SP:Iteration 45Q (46790.400000 sec): 3 clusters
  Score: Raw -262969.394276 + Penalty 2491.065130 = -260478.329146
  nChanged 7
		SP:Iteration 46Q (46790.600000 sec): 3 clusters
  Score: Raw -262974.145145 + Penalty 2491.065130 = -260483.080014
  nChanged 6
		SP:Iteration 47Q (46790.770000 sec): 3 clusters
  Score: Raw -262979.979519 + Penalty 2491.065130 = -260488.914388
  nChanged 5
		SP:Iteration 48Q (46790.890000 sec): 3 clusters
  Score: Raw -262986.131641 + Penalty 2491.065130 = -260495.066511
  nChanged 7
		SP:Iteration 49Q (46791.050000 sec): 3 clusters
  Score: Raw -262993.084203 + Penalty 2491.065130 = -260502.019073
  nChanged 4
		SP:Iteration 50Q (46791.210000 sec): 3 clusters
  Score: Raw -262995.472162 + Penalty 2491.065130 = -260504.407032
  nChanged 2
		SP:Iteration 51Q (46791.370000 sec): 3 clusters
  Score: Raw -262996.375333 + Penalty 2491.065130 = -260505.310203
  nChanged 3
		SP:Iteration 52Q (46791.530000 sec): 3 clusters
  Score: Raw -262998.087405 + Penalty 2491.065130 = -260507.022275
  nChanged 2
		SP:Iteration 53Q (46791.700000 sec): 3 clusters
  Score: Raw -262999.792409 + Penalty 2491.065130 = -260508.727279
  nChanged 1
		SP:Iteration 54Q (46791.890000 sec): 3 clusters
  Score: Raw -263000.282039 + Penalty 2491.065130 = -260509.216909
  nChanged 0
		SP:Iteration 55F (46792.040000 sec): 3 clusters
  Score: Raw -263000.282039 + Penalty 2491.065130 = -260509.216909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46792.200000 sec): 2 clusters
  Score: Raw -994343.617323 + Penalty 1467.299870 = -992876.317453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46792.360000 sec): 3 clusters
  Score: Raw -989714.851920 + Penalty 2934.599740 = -986780.252180
  nChanged 3579
		SP:Iteration 1F (46792.570000 sec): 3 clusters
  Score: Raw -991628.777350 + Penalty 2934.599740 = -988694.177610
  nChanged 587
		SP:Iteration 2F (46792.790000 sec): 3 clusters
  Score: Raw -991964.983255 + Penalty 2934.599740 = -989030.383515
  nChanged 536
		SP:Iteration 3F (46792.960000 sec): 3 clusters
  Score: Raw -992303.338258 + Penalty 2934.599740 = -989368.738518
  nChanged 521
		SP:Iteration 4F (46793.200000 sec): 3 clusters
  Score: Raw -992610.162824 + Penalty 2934.599740 = -989675.563084
  nChanged 430
		SP:Iteration 5F (46793.410000 sec): 3 clusters
  Score: Raw -992873.788466 + Penalty 2934.599740 = -989939.188726
  nChanged 406
		SP:Iteration 6Q (46793.580000 sec): 3 clusters
  Score: Raw -993109.913670 + Penalty 2934.599740 = -990175.313930
  nChanged 369
		SP:Iteration 7Q (46793.800000 sec): 3 clusters
  Score: Raw -993308.158814 + Penalty 2934.599740 = -990373.559074
  nChanged 295
		SP:Iteration 8Q (46794.000000 sec): 3 clusters
  Score: Raw -993461.839545 + Penalty 2934.599740 = -990527.239805
  nChanged 260
		SP:Iteration 9Q (46794.190000 sec): 3 clusters
  Score: Raw -993572.408142 + Penalty 2934.599740 = -990637.808402
  nChanged 188
		SP:Iteration 10Q (46794.410000 sec): 3 clusters
  Score: Raw -993655.395493 + Penalty 2934.599740 = -990720.795753
  nChanged 171
		SP:Iteration 11Q (46794.620000 sec): 3 clusters
  Score: Raw -993724.125719 + Penalty 2934.599740 = -990789.525979
  nChanged 147
		SP:Iteration 12Q (46794.840000 sec): 3 clusters
  Score: Raw -993784.719798 + Penalty 2934.599740 = -990850.120058
  nChanged 123
		SP:Iteration 13Q (46795.040000 sec): 3 clusters
  Score: Raw -993833.914965 + Penalty 2934.599740 = -990899.315225
  nChanged 93
		SP:Iteration 14Q (46795.240000 sec): 3 clusters
  Score: Raw -993873.544653 + Penalty 2934.599740 = -990938.944913
  nChanged 92
		SP:Iteration 15Q (46795.460000 sec): 3 clusters
  Score: Raw -993914.507417 + Penalty 2934.599740 = -990979.907677
  nChanged 99
		SP:Iteration 16Q (46795.660000 sec): 3 clusters
  Score: Raw -993971.038956 + Penalty 2934.599740 = -991036.439216
  nChanged 108
		SP:Iteration 17Q (46795.860000 sec): 3 clusters
  Score: Raw -994033.685151 + Penalty 2934.599740 = -991099.085412
  nChanged 98
		SP:Iteration 18Q (46796.020000 sec): 3 clusters
  Score: Raw -994105.290723 + Penalty 2934.599740 = -991170.690983
  nChanged 105
		SP:Iteration 19Q (46796.200000 sec): 3 clusters
  Score: Raw -994174.381166 + Penalty 2934.599740 = -991239.781426
  nChanged 85
		SP:Iteration 20F (46796.420000 sec): 3 clusters
  Score: Raw -994217.641250 + Penalty 2934.599740 = -991283.041510
  nChanged 75
		SP:Iteration 21Q (46796.630000 sec): 3 clusters
  Score: Raw -994260.967888 + Penalty 2934.599740 = -991326.368148
  nChanged 69
		SP:Iteration 22Q (46796.830000 sec): 3 clusters
  Score: Raw -994298.504671 + Penalty 2934.599740 = -991363.904931
  nChanged 57
		SP:Iteration 23Q (46797.000000 sec): 3 clusters
  Score: Raw -994322.929424 + Penalty 2934.599740 = -991388.329684
  nChanged 49
		SP:Iteration 24Q (46797.230000 sec): 3 clusters
  Score: Raw -994344.968057 + Penalty 2934.599740 = -991410.368318
  nChanged 32
		SP:Iteration 25Q (46797.460000 sec): 3 clusters
  Score: Raw -994357.361502 + Penalty 2934.599740 = -991422.761762
  nChanged 20
		SP:Iteration 26Q (46797.630000 sec): 3 clusters
  Score: Raw -994366.491369 + Penalty 2934.599740 = -991431.891629
  nChanged 19
		SP:Iteration 27Q (46797.840000 sec): 3 clusters
  Score: Raw -994374.487294 + Penalty 2934.599740 = -991439.887554
  nChanged 20
		SP:Iteration 28Q (46798.040000 sec): 3 clusters
  Score: Raw -994383.561859 + Penalty 2934.599740 = -991448.962120
  nChanged 18
		SP:Iteration 29Q (46798.230000 sec): 3 clusters
  Score: Raw -994392.374959 + Penalty 2934.599740 = -991457.775219
  nChanged 22
		SP:Iteration 30Q (46798.440000 sec): 3 clusters
  Score: Raw -994400.327120 + Penalty 2934.599740 = -991465.727380
  nChanged 16
		SP:Iteration 31Q (46798.670000 sec): 3 clusters
  Score: Raw -994406.722884 + Penalty 2934.599740 = -991472.123144
  nChanged 15
		SP:Iteration 32Q (46798.850000 sec): 3 clusters
  Score: Raw -994412.449774 + Penalty 2934.599740 = -991477.850034
  nChanged 15
		SP:Iteration 33Q (46799.030000 sec): 3 clusters
  Score: Raw -994416.923256 + Penalty 2934.599740 = -991482.323516
  nChanged 10
		SP:Iteration 34Q (46799.280000 sec): 3 clusters
  Score: Raw -994420.434145 + Penalty 2934.599740 = -991485.834405
  nChanged 12
		SP:Iteration 35Q (46799.470000 sec): 3 clusters
  Score: Raw -994424.721124 + Penalty 2934.599740 = -991490.121385
  nChanged 20
		SP:Iteration 36Q (46799.690000 sec): 3 clusters
  Score: Raw -994433.488683 + Penalty 2934.599740 = -991498.888943
  nChanged 18
		SP:Iteration 37Q (46799.910000 sec): 3 clusters
  Score: Raw -994440.802955 + Penalty 2934.599740 = -991506.203215
  nChanged 17
		SP:Iteration 38Q (46800.090000 sec): 3 clusters
  Score: Raw -994448.619709 + Penalty 2934.599740 = -991514.019969
  nChanged 18
		SP:Iteration 39Q (46800.280000 sec): 3 clusters
  Score: Raw -994456.619958 + Penalty 2934.599740 = -991522.020218
  nChanged 19
		SP:Iteration 40F (46800.470000 sec): 3 clusters
  Score: Raw -994465.064418 + Penalty 2934.599740 = -991530.464678
  nChanged 16
		SP:Iteration 41Q (46800.660000 sec): 3 clusters
  Score: Raw -994471.611945 + Penalty 2934.599740 = -991537.012205
  nChanged 12
		SP:Iteration 42Q (46800.890000 sec): 3 clusters
  Score: Raw -994476.114118 + Penalty 2934.599740 = -991541.514378
  nChanged 15
		SP:Iteration 43Q (46801.100000 sec): 3 clusters
  Score: Raw -994482.126244 + Penalty 2934.599740 = -991547.526504
  nChanged 14
		SP:Iteration 44Q (46801.280000 sec): 3 clusters
  Score: Raw -994487.844770 + Penalty 2934.599740 = -991553.245030
  nChanged 11
		SP:Iteration 45Q (46801.480000 sec): 3 clusters
  Score: Raw -994491.473745 + Penalty 2934.599740 = -991556.874005
  nChanged 10
		SP:Iteration 46Q (46801.680000 sec): 3 clusters
  Score: Raw -994495.190456 + Penalty 2934.599740 = -991560.590716
  nChanged 7
		SP:Iteration 47Q (46801.880000 sec): 3 clusters
  Score: Raw -994498.986275 + Penalty 2934.599740 = -991564.386535
  nChanged 8
		SP:Iteration 48Q (46802.080000 sec): 3 clusters
  Score: Raw -994501.717303 + Penalty 2934.599740 = -991567.117563
  nChanged 6
		SP:Iteration 49Q (46802.300000 sec): 3 clusters
  Score: Raw -994503.859482 + Penalty 2934.599740 = -991569.259742
  nChanged 8
		SP:Iteration 50Q (46802.480000 sec): 3 clusters
  Score: Raw -994506.511018 + Penalty 2934.599740 = -991571.911278
  nChanged 6
		SP:Iteration 51Q (46802.710000 sec): 3 clusters
  Score: Raw -994509.566643 + Penalty 2934.599740 = -991574.966903
  nChanged 10
		SP:Iteration 52Q (46802.900000 sec): 3 clusters
  Score: Raw -994514.430487 + Penalty 2934.599740 = -991579.830747
  nChanged 10
		SP:Iteration 53Q (46803.110000 sec): 3 clusters
  Score: Raw -994518.055398 + Penalty 2934.599740 = -991583.455658
  nChanged 13
		SP:Iteration 54Q (46803.340000 sec): 3 clusters
  Score: Raw -994523.441360 + Penalty 2934.599740 = -991588.841620
  nChanged 10
		SP:Iteration 55Q (46803.530000 sec): 3 clusters
  Score: Raw -994527.481806 + Penalty 2934.599740 = -991592.882066
  nChanged 5
		SP:Iteration 56Q (46803.720000 sec): 3 clusters
  Score: Raw -994529.520738 + Penalty 2934.599740 = -991594.920998
  nChanged 5
		SP:Iteration 57Q (46803.920000 sec): 3 clusters
  Score: Raw -994531.157569 + Penalty 2934.599740 = -991596.557830
  nChanged 3
		SP:Iteration 58Q (46804.140000 sec): 3 clusters
  Score: Raw -994532.396505 + Penalty 2934.599740 = -991597.796765
  nChanged 2
		SP:Iteration 59Q (46804.330000 sec): 3 clusters
  Score: Raw -994533.135411 + Penalty 2934.599740 = -991598.535671
  nChanged 0
		SP:Iteration 60F (46804.530000 sec): 3 clusters
  Score: Raw -994533.135411 + Penalty 2934.599740 = -991598.535671
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46804.630000 sec): 2 clusters
  Score: Raw -680492.792872 + Penalty 1405.392994 = -679087.399878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46804.840000 sec): 3 clusters
  Score: Raw -677510.733639 + Penalty 2810.785988 = -674699.947651
  nChanged 2343
		SP:Iteration 1F (46805.030000 sec): 3 clusters
  Score: Raw -678894.475279 + Penalty 2810.785988 = -676083.689291
  nChanged 461
		SP:Iteration 2F (46805.200000 sec): 3 clusters
  Score: Raw -679231.374568 + Penalty 2810.785988 = -676420.588580
  nChanged 430
		SP:Iteration 3F (46805.400000 sec): 3 clusters
  Score: Raw -679580.361424 + Penalty 2810.785988 = -676769.575436
  nChanged 417
		SP:Iteration 4F (46805.620000 sec): 3 clusters
  Score: Raw -679928.743036 + Penalty 2810.785988 = -677117.957049
  nChanged 380
		SP:Iteration 5F (46805.760000 sec): 3 clusters
  Score: Raw -680252.883947 + Penalty 2810.785988 = -677442.097960
  nChanged 294
		SP:Iteration 6F (46805.980000 sec): 3 clusters
  Score: Raw -680456.575228 + Penalty 2810.785988 = -677645.789241
  nChanged 216
		SP:Iteration 7Q (46806.110000 sec): 3 clusters
  Score: Raw -680574.461157 + Penalty 2810.785988 = -677763.675169
  nChanged 128
		SP:Iteration 8Q (46806.300000 sec): 3 clusters
  Score: Raw -680624.709585 + Penalty 2810.785988 = -677813.923598
  nChanged 83
		SP:Iteration 9Q (46806.480000 sec): 3 clusters
  Score: Raw -680654.252658 + Penalty 2810.785988 = -677843.466670
  nChanged 61
		SP:Iteration 10Q (46806.670000 sec): 3 clusters
  Score: Raw -680670.818991 + Penalty 2810.785988 = -677860.033003
  nChanged 37
		SP:Iteration 11Q (46806.880000 sec): 3 clusters
  Score: Raw -680680.908362 + Penalty 2810.785988 = -677870.122375
  nChanged 28
		SP:Iteration 12Q (46807.080000 sec): 3 clusters
  Score: Raw -680686.668782 + Penalty 2810.785988 = -677875.882795
  nChanged 12
		SP:Iteration 13Q (46807.290000 sec): 3 clusters
  Score: Raw -680688.906309 + Penalty 2810.785988 = -677878.120322
  nChanged 14
		SP:Iteration 14Q (46807.460000 sec): 3 clusters
  Score: Raw -680691.481062 + Penalty 2810.785988 = -677880.695074
  nChanged 4
		SP:Iteration 15Q (46807.640000 sec): 3 clusters
  Score: Raw -680692.180459 + Penalty 2810.785988 = -677881.394472
  nChanged 2
		SP:Iteration 16Q (46807.850000 sec): 3 clusters
  Score: Raw -680692.478960 + Penalty 2810.785988 = -677881.692972
  nChanged 2
		SP:Iteration 17Q (46808.020000 sec): 3 clusters
  Score: Raw -680693.138648 + Penalty 2810.785988 = -677882.352661
  nChanged 3
		SP:Iteration 18Q (46808.220000 sec): 3 clusters
  Score: Raw -680693.649728 + Penalty 2810.785988 = -677882.863740
  nChanged 3
		SP:Iteration 19Q (46808.420000 sec): 3 clusters
  Score: Raw -680694.196638 + Penalty 2810.785988 = -677883.410650
  nChanged 0
		SP:Iteration 20F (46808.660000 sec): 3 clusters
  Score: Raw -680694.196638 + Penalty 2810.785988 = -677883.410650
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46808.870000 sec): 2 clusters
  Score: Raw -3605939.963610 + Penalty 1683.874373 = -3604256.089236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46809.170000 sec): 3 clusters
  Score: Raw -3586422.758329 + Penalty 3367.748747 = -3583055.009582
  nChanged 14595
		SP:Iteration 1F (46809.450000 sec): 3 clusters
  Score: Raw -3595545.836127 + Penalty 3367.748747 = -3592178.087380
  nChanged 2146
		SP:Iteration 2F (46809.790000 sec): 3 clusters
  Score: Raw -3596880.054746 + Penalty 3367.748747 = -3593512.305999
  nChanged 2282
		SP:Iteration 3F (46810.080000 sec): 3 clusters
  Score: Raw -3598319.366674 + Penalty 3367.748747 = -3594951.617927
  nChanged 2123
		SP:Iteration 4F (46810.420000 sec): 3 clusters
  Score: Raw -3599614.060805 + Penalty 3367.748747 = -3596246.312058
  nChanged 1856
		SP:Iteration 5F (46810.720000 sec): 3 clusters
  Score: Raw -3600624.415961 + Penalty 3367.748747 = -3597256.667215
  nChanged 1564
		SP:Iteration 6Q (46811.030000 sec): 3 clusters
  Score: Raw -3601327.722425 + Penalty 3367.748747 = -3597959.973678
  nChanged 1263
		SP:Iteration 7Q (46811.370000 sec): 3 clusters
  Score: Raw -3601798.517987 + Penalty 3367.748747 = -3598430.769240
  nChanged 975
		SP:Iteration 8Q (46811.730000 sec): 3 clusters
  Score: Raw -3602115.387857 + Penalty 3367.748747 = -3598747.639111
  nChanged 789
		SP:Iteration 9Q (46812.090000 sec): 3 clusters
  Score: Raw -3602357.865231 + Penalty 3367.748747 = -3598990.116484
  nChanged 692
		SP:Iteration 10Q (46812.430000 sec): 3 clusters
  Score: Raw -3602580.916600 + Penalty 3367.748747 = -3599213.167854
  nChanged 657
		SP:Iteration 11Q (46812.730000 sec): 3 clusters
  Score: Raw -3602793.892660 + Penalty 3367.748747 = -3599426.143913
  nChanged 673
		SP:Iteration 12Q (46813.090000 sec): 3 clusters
  Score: Raw -3602991.122244 + Penalty 3367.748747 = -3599623.373497
  nChanged 626
		SP:Iteration 13Q (46813.400000 sec): 3 clusters
  Score: Raw -3603171.825750 + Penalty 3367.748747 = -3599804.077003
  nChanged 583
		SP:Iteration 14Q (46813.730000 sec): 3 clusters
  Score: Raw -3603329.371550 + Penalty 3367.748747 = -3599961.622803
  nChanged 565
		SP:Iteration 15Q (46814.070000 sec): 3 clusters
  Score: Raw -3603484.851584 + Penalty 3367.748747 = -3600117.102837
  nChanged 523
		SP:Iteration 16Q (46814.390000 sec): 3 clusters
  Score: Raw -3603621.136036 + Penalty 3367.748747 = -3600253.387289
  nChanged 539
		SP:Iteration 17Q (46814.700000 sec): 3 clusters
  Score: Raw -3603768.501573 + Penalty 3367.748747 = -3600400.752826
  nChanged 554
		SP:Iteration 18Q (46815.070000 sec): 3 clusters
  Score: Raw -3603919.928790 + Penalty 3367.748747 = -3600552.180043
  nChanged 506
		SP:Iteration 19Q (46815.420000 sec): 3 clusters
  Score: Raw -3604059.979824 + Penalty 3367.748747 = -3600692.231078
  nChanged 502
		SP:Iteration 20F (46815.730000 sec): 3 clusters
  Score: Raw -3604194.804032 + Penalty 3367.748747 = -3600827.055285
  nChanged 482
		SP:Iteration 21Q (46816.010000 sec): 3 clusters
  Score: Raw -3604331.199354 + Penalty 3367.748747 = -3600963.450608
  nChanged 505
		SP:Iteration 22Q (46816.300000 sec): 3 clusters
  Score: Raw -3604490.717425 + Penalty 3367.748747 = -3601122.968678
  nChanged 544
		SP:Iteration 23Q (46816.610000 sec): 3 clusters
  Score: Raw -3604681.679882 + Penalty 3367.748747 = -3601313.931135
  nChanged 541
		SP:Iteration 24Q (46816.930000 sec): 3 clusters
  Score: Raw -3604871.520002 + Penalty 3367.748747 = -3601503.771255
  nChanged 525
		SP:Iteration 25Q (46817.210000 sec): 3 clusters
  Score: Raw -3605048.921211 + Penalty 3367.748747 = -3601681.172464
  nChanged 515
		SP:Iteration 26Q (46817.530000 sec): 3 clusters
  Score: Raw -3605236.483834 + Penalty 3367.748747 = -3601868.735087
  nChanged 524
		SP:Iteration 27Q (46817.870000 sec): 3 clusters
  Score: Raw -3605431.654526 + Penalty 3367.748747 = -3602063.905780
  nChanged 482
		SP:Iteration 28Q (46818.210000 sec): 3 clusters
  Score: Raw -3605604.400533 + Penalty 3367.748747 = -3602236.651786
  nChanged 441
		SP:Iteration 29Q (46818.510000 sec): 3 clusters
  Score: Raw -3605763.879171 + Penalty 3367.748747 = -3602396.130424
  nChanged 415
		SP:Iteration 30Q (46818.770000 sec): 3 clusters
  Score: Raw -3605913.044023 + Penalty 3367.748747 = -3602545.295276
  nChanged 379
		SP:Iteration 31Q (46819.130000 sec): 3 clusters
  Score: Raw -3606049.881296 + Penalty 3367.748747 = -3602682.132549
  nChanged 374
		SP:Iteration 32Q (46819.410000 sec): 3 clusters
  Score: Raw -3606185.848551 + Penalty 3367.748747 = -3602818.099804
  nChanged 328
		SP:Iteration 33Q (46819.700000 sec): 3 clusters
  Score: Raw -3606299.607292 + Penalty 3367.748747 = -3602931.858545
  nChanged 291
		SP:Iteration 34Q (46819.940000 sec): 3 clusters
  Score: Raw -3606402.329286 + Penalty 3367.748747 = -3603034.580539
  nChanged 261
		SP:Iteration 35Q (46820.220000 sec): 3 clusters
  Score: Raw -3606516.983994 + Penalty 3367.748747 = -3603149.235247
  nChanged 243
		SP:Iteration 36Q (46820.540000 sec): 3 clusters
  Score: Raw -3606630.815887 + Penalty 3367.748747 = -3603263.067140
  nChanged 194
		SP:Iteration 37Q (46820.820000 sec): 3 clusters
  Score: Raw -3606714.389152 + Penalty 3367.748747 = -3603346.640405
  nChanged 182
		SP:Iteration 38Q (46821.150000 sec): 3 clusters
  Score: Raw -3606778.977201 + Penalty 3367.748747 = -3603411.228455
  nChanged 153
		SP:Iteration 39Q (46821.440000 sec): 3 clusters
  Score: Raw -3606837.136045 + Penalty 3367.748747 = -3603469.387298
  nChanged 154
		SP:Iteration 40F (46821.790000 sec): 3 clusters
  Score: Raw -3606894.429135 + Penalty 3367.748747 = -3603526.680388
  nChanged 128
		SP:Iteration 41Q (46822.080000 sec): 3 clusters
  Score: Raw -3606939.421162 + Penalty 3367.748747 = -3603571.672415
  nChanged 102
		SP:Iteration 42Q (46822.440000 sec): 3 clusters
  Score: Raw -3606977.808152 + Penalty 3367.748747 = -3603610.059405
  nChanged 87
		SP:Iteration 43Q (46822.740000 sec): 3 clusters
  Score: Raw -3607012.273355 + Penalty 3367.748747 = -3603644.524608
  nChanged 70
		SP:Iteration 44Q (46823.050000 sec): 3 clusters
  Score: Raw -3607036.357758 + Penalty 3367.748747 = -3603668.609011
  nChanged 62
		SP:Iteration 45Q (46823.330000 sec): 3 clusters
  Score: Raw -3607055.158178 + Penalty 3367.748747 = -3603687.409431
  nChanged 60
		SP:Iteration 46Q (46823.640000 sec): 3 clusters
  Score: Raw -3607073.020742 + Penalty 3367.748747 = -3603705.271996
  nChanged 37
		SP:Iteration 47Q (46823.900000 sec): 3 clusters
  Score: Raw -3607082.283761 + Penalty 3367.748747 = -3603714.535014
  nChanged 33
		SP:Iteration 48Q (46824.210000 sec): 3 clusters
  Score: Raw -3607089.523345 + Penalty 3367.748747 = -3603721.774598
  nChanged 26
		SP:Iteration 49Q (46824.490000 sec): 3 clusters
  Score: Raw -3607095.174541 + Penalty 3367.748747 = -3603727.425794
  nChanged 22
		SP:Iteration 50Q (46824.780000 sec): 3 clusters
  Score: Raw -3607099.846689 + Penalty 3367.748747 = -3603732.097942
  nChanged 26
		SP:Iteration 51Q (46825.050000 sec): 3 clusters
  Score: Raw -3607105.905608 + Penalty 3367.748747 = -3603738.156862
  nChanged 20
		SP:Iteration 52Q (46825.340000 sec): 3 clusters
  Score: Raw -3607109.782421 + Penalty 3367.748747 = -3603742.033674
  nChanged 17
		SP:Iteration 53Q (46825.640000 sec): 3 clusters
  Score: Raw -3607112.980013 + Penalty 3367.748747 = -3603745.231266
  nChanged 16
		SP:Iteration 54Q (46825.950000 sec): 3 clusters
  Score: Raw -3607115.695565 + Penalty 3367.748747 = -3603747.946818
  nChanged 11
		SP:Iteration 55Q (46826.310000 sec): 3 clusters
  Score: Raw -3607117.708878 + Penalty 3367.748747 = -3603749.960131
  nChanged 8
		SP:Iteration 56Q (46826.620000 sec): 3 clusters
  Score: Raw -3607119.174884 + Penalty 3367.748747 = -3603751.426137
  nChanged 10
		SP:Iteration 57Q (46826.900000 sec): 3 clusters
  Score: Raw -3607120.551981 + Penalty 3367.748747 = -3603752.803234
  nChanged 7
		SP:Iteration 58Q (46827.230000 sec): 3 clusters
  Score: Raw -3607122.000930 + Penalty 3367.748747 = -3603754.252183
  nChanged 7
		SP:Iteration 59Q (46827.550000 sec): 3 clusters
  Score: Raw -3607122.928855 + Penalty 3367.748747 = -3603755.180109
  nChanged 8
		SP:Iteration 60F (46827.850000 sec): 3 clusters
  Score: Raw -3607124.155866 + Penalty 3367.748747 = -3603756.407119
  nChanged 4
		SP:Iteration 61Q (46828.190000 sec): 3 clusters
  Score: Raw -3607124.940526 + Penalty 3367.748747 = -3603757.191779
  nChanged 11
		SP:Iteration 62Q (46828.510000 sec): 3 clusters
  Score: Raw -3607126.794488 + Penalty 3367.748747 = -3603759.045742
  nChanged 10
		SP:Iteration 63Q (46828.800000 sec): 3 clusters
  Score: Raw -3607128.770071 + Penalty 3367.748747 = -3603761.021324
  nChanged 8
		SP:Iteration 64Q (46829.080000 sec): 3 clusters
  Score: Raw -3607129.759957 + Penalty 3367.748747 = -3603762.011211
  nChanged 9
		SP:Iteration 65Q (46829.350000 sec): 3 clusters
  Score: Raw -3607131.055950 + Penalty 3367.748747 = -3603763.307203
  nChanged 5
		SP:Iteration 66Q (46829.680000 sec): 3 clusters
  Score: Raw -3607131.998547 + Penalty 3367.748747 = -3603764.249800
  nChanged 7
		SP:Iteration 67Q (46829.980000 sec): 3 clusters
  Score: Raw -3607133.560691 + Penalty 3367.748747 = -3603765.811944
  nChanged 9
		SP:Iteration 68Q (46830.230000 sec): 3 clusters
  Score: Raw -3607135.290570 + Penalty 3367.748747 = -3603767.541824
  nChanged 14
		SP:Iteration 69Q (46830.550000 sec): 3 clusters
  Score: Raw -3607138.826412 + Penalty 3367.748747 = -3603771.077666
  nChanged 10
		SP:Iteration 70Q (46830.810000 sec): 3 clusters
  Score: Raw -3607141.318636 + Penalty 3367.748747 = -3603773.569889
  nChanged 11
		SP:Iteration 71Q (46831.110000 sec): 3 clusters
  Score: Raw -3607144.662699 + Penalty 3367.748747 = -3603776.913952
  nChanged 15
		SP:Iteration 72Q (46831.390000 sec): 3 clusters
  Score: Raw -3607147.595226 + Penalty 3367.748747 = -3603779.846480
  nChanged 18
		SP:Iteration 73Q (46831.680000 sec): 3 clusters
  Score: Raw -3607153.443488 + Penalty 3367.748747 = -3603785.694741
  nChanged 23
		SP:Iteration 74Q (46832.000000 sec): 3 clusters
  Score: Raw -3607162.278335 + Penalty 3367.748747 = -3603794.529588
  nChanged 25
		SP:Iteration 75Q (46832.270000 sec): 3 clusters
  Score: Raw -3607169.075733 + Penalty 3367.748747 = -3603801.326986
  nChanged 23
		SP:Iteration 76Q (46832.590000 sec): 3 clusters
  Score: Raw -3607175.280245 + Penalty 3367.748747 = -3603807.531499
  nChanged 23
		SP:Iteration 77Q (46832.880000 sec): 3 clusters
  Score: Raw -3607181.286351 + Penalty 3367.748747 = -3603813.537605
  nChanged 21
		SP:Iteration 78Q (46833.180000 sec): 3 clusters
  Score: Raw -3607187.289328 + Penalty 3367.748747 = -3603819.540581
  nChanged 21
		SP:Iteration 79Q (46833.480000 sec): 3 clusters
  Score: Raw -3607193.837518 + Penalty 3367.748747 = -3603826.088772
  nChanged 23
		SP:Iteration 80F (46833.760000 sec): 3 clusters
  Score: Raw -3607202.155067 + Penalty 3367.748747 = -3603834.406321
  nChanged 18
		SP:Iteration 81Q (46834.080000 sec): 3 clusters
  Score: Raw -3607206.348886 + Penalty 3367.748747 = -3603838.600139
  nChanged 14
		SP:Iteration 82Q (46834.360000 sec): 3 clusters
  Score: Raw -3607209.572941 + Penalty 3367.748747 = -3603841.824195
  nChanged 8
		SP:Iteration 83Q (46834.650000 sec): 3 clusters
  Score: Raw -3607211.069784 + Penalty 3367.748747 = -3603843.321037
  nChanged 3
		SP:Iteration 84Q (46834.930000 sec): 3 clusters
  Score: Raw -3607211.586054 + Penalty 3367.748747 = -3603843.837308
  nChanged 3
		SP:Iteration 85Q (46835.240000 sec): 3 clusters
  Score: Raw -3607211.833881 + Penalty 3367.748747 = -3603844.085135
  nChanged 0
		SP:Iteration 86F (46835.530000 sec): 3 clusters
  Score: Raw -3607211.833881 + Penalty 3367.748747 = -3603844.085135
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46835.640000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46835.810000 sec): 3 clusters
  Score: Raw -26751.801833 + Penalty 1790.551209 = -24961.250624
  nChanged 39
		SP:Iteration 1F (46835.990000 sec): 3 clusters
  Score: Raw -26844.216352 + Penalty 1790.551209 = -25053.665142
  nChanged 15
		SP:Iteration 2F (46836.160000 sec): 3 clusters
  Score: Raw -26889.260692 + Penalty 1790.551209 = -25098.709483
  nChanged 9
		SP:Iteration 3Q (46836.370000 sec): 3 clusters
  Score: Raw -26922.945580 + Penalty 1790.551209 = -25132.394371
  nChanged 4
		SP:Iteration 4Q (46836.550000 sec): 3 clusters
  Score: Raw -26943.692380 + Penalty 1790.551209 = -25153.141171
  nChanged 7
		SP:Iteration 5Q (46836.700000 sec): 3 clusters
  Score: Raw -26970.934607 + Penalty 1790.551209 = -25180.383397
  nChanged 5
		SP:Iteration 6Q (46836.900000 sec): 3 clusters
  Score: Raw -26994.242509 + Penalty 1790.551209 = -25203.691300
  nChanged 1
		SP:Iteration 7Q (46837.070000 sec): 3 clusters
  Score: Raw -26994.968567 + Penalty 1790.551209 = -25204.417357
  nChanged 2
		SP:Iteration 8Q (46837.250000 sec): 3 clusters
  Score: Raw -26997.643482 + Penalty 1790.551209 = -25207.092273
  nChanged 1
		SP:Iteration 9Q (46837.470000 sec): 3 clusters
  Score: Raw -27002.060599 + Penalty 1790.551209 = -25211.509390
  nChanged 2
		SP:Iteration 10Q (46837.610000 sec): 3 clusters
  Score: Raw -27008.770331 + Penalty 1790.551209 = -25218.219121
  nChanged 0
		SP:Iteration 11F (46837.810000 sec): 3 clusters
  Score: Raw -27008.770331 + Penalty 1790.551209 = -25218.219121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46837.920000 sec): 2 clusters
  Score: Raw -203073.089171 + Penalty 1208.450306 = -201864.638866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46838.070000 sec): 3 clusters
  Score: Raw -202408.534828 + Penalty 2416.900611 = -199991.634216
  nChanged 581
		SP:Iteration 1F (46838.230000 sec): 3 clusters
  Score: Raw -202811.648911 + Penalty 2416.900611 = -200394.748300
  nChanged 144
		SP:Iteration 2F (46838.410000 sec): 3 clusters
  Score: Raw -202922.193427 + Penalty 2416.900611 = -200505.292816
  nChanged 78
		SP:Iteration 3Q (46838.580000 sec): 3 clusters
  Score: Raw -202987.982851 + Penalty 2416.900611 = -200571.082240
  nChanged 60
		SP:Iteration 4Q (46838.730000 sec): 3 clusters
  Score: Raw -203026.800197 + Penalty 2416.900611 = -200609.899586
  nChanged 42
		SP:Iteration 5Q (46838.870000 sec): 3 clusters
  Score: Raw -203055.232150 + Penalty 2416.900611 = -200638.331539
  nChanged 32
		SP:Iteration 6Q (46839.020000 sec): 3 clusters
  Score: Raw -203084.320113 + Penalty 2416.900611 = -200667.419502
  nChanged 38
		SP:Iteration 7Q (46839.170000 sec): 3 clusters
  Score: Raw -203109.174571 + Penalty 2416.900611 = -200692.273960
  nChanged 25
		SP:Iteration 8Q (46839.290000 sec): 3 clusters
  Score: Raw -203124.258614 + Penalty 2416.900611 = -200707.358003
  nChanged 18
		SP:Iteration 9Q (46839.450000 sec): 3 clusters
  Score: Raw -203135.708680 + Penalty 2416.900611 = -200718.808068
  nChanged 17
		SP:Iteration 10Q (46839.560000 sec): 3 clusters
  Score: Raw -203144.121404 + Penalty 2416.900611 = -200727.220793
  nChanged 18
		SP:Iteration 11Q (46839.690000 sec): 3 clusters
  Score: Raw -203154.803081 + Penalty 2416.900611 = -200737.902470
  nChanged 11
		SP:Iteration 12Q (46839.840000 sec): 3 clusters
  Score: Raw -203159.885949 + Penalty 2416.900611 = -200742.985337
  nChanged 6
		SP:Iteration 13Q (46840.000000 sec): 3 clusters
  Score: Raw -203162.501140 + Penalty 2416.900611 = -200745.600528
  nChanged 10
		SP:Iteration 14Q (46840.180000 sec): 3 clusters
  Score: Raw -203169.410897 + Penalty 2416.900611 = -200752.510286
  nChanged 10
		SP:Iteration 15Q (46840.340000 sec): 3 clusters
  Score: Raw -203174.903580 + Penalty 2416.900611 = -200758.002969
  nChanged 9
		SP:Iteration 16Q (46840.530000 sec): 3 clusters
  Score: Raw -203180.940692 + Penalty 2416.900611 = -200764.040080
  nChanged 3
		SP:Iteration 17Q (46840.720000 sec): 3 clusters
  Score: Raw -203183.209956 + Penalty 2416.900611 = -200766.309345
  nChanged 5
		SP:Iteration 18Q (46840.910000 sec): 3 clusters
  Score: Raw -203185.199758 + Penalty 2416.900611 = -200768.299146
  nChanged 2
		SP:Iteration 19Q (46841.090000 sec): 3 clusters
  Score: Raw -203185.953061 + Penalty 2416.900611 = -200769.052450
  nChanged 2
		SP:Iteration 20F (46841.260000 sec): 3 clusters
  Score: Raw -203186.469873 + Penalty 2416.900611 = -200769.569262
  nChanged 2
		SP:Iteration 21Q (46841.420000 sec): 3 clusters
  Score: Raw -203187.375372 + Penalty 2416.900611 = -200770.474761
  nChanged 2
		SP:Iteration 22Q (46841.600000 sec): 3 clusters
  Score: Raw -203188.209264 + Penalty 2416.900611 = -200771.308653
  nChanged 0
		SP:Iteration 23F (46841.800000 sec): 3 clusters
  Score: Raw -203188.209264 + Penalty 2416.900611 = -200771.308653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46841.880000 sec): 2 clusters
  Score: Raw -296258.331057 + Penalty 1276.463013 = -294981.868044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46842.080000 sec): 3 clusters
  Score: Raw -295152.249885 + Penalty 2552.926027 = -292599.323858
  nChanged 939
		SP:Iteration 1F (46842.280000 sec): 3 clusters
  Score: Raw -295807.149979 + Penalty 2552.926027 = -293254.223952
  nChanged 206
		SP:Iteration 2F (46842.450000 sec): 3 clusters
  Score: Raw -295987.301024 + Penalty 2552.926027 = -293434.374997
  nChanged 168
		SP:Iteration 3F (46842.640000 sec): 3 clusters
  Score: Raw -296127.745502 + Penalty 2552.926027 = -293574.819475
  nChanged 127
		SP:Iteration 4Q (46842.840000 sec): 3 clusters
  Score: Raw -296235.003094 + Penalty 2552.926027 = -293682.077067
  nChanged 104
		SP:Iteration 5Q (46843.030000 sec): 3 clusters
  Score: Raw -296315.082860 + Penalty 2552.926027 = -293762.156833
  nChanged 95
		SP:Iteration 6Q (46843.230000 sec): 3 clusters
  Score: Raw -296388.852428 + Penalty 2552.926027 = -293835.926401
  nChanged 86
		SP:Iteration 7Q (46843.390000 sec): 3 clusters
  Score: Raw -296451.682959 + Penalty 2552.926027 = -293898.756932
  nChanged 80
		SP:Iteration 8Q (46843.570000 sec): 3 clusters
  Score: Raw -296508.808318 + Penalty 2552.926027 = -293955.882291
  nChanged 61
		SP:Iteration 9Q (46843.790000 sec): 3 clusters
  Score: Raw -296556.651955 + Penalty 2552.926027 = -294003.725928
  nChanged 69
		SP:Iteration 10Q (46843.940000 sec): 3 clusters
  Score: Raw -296604.979948 + Penalty 2552.926027 = -294052.053922
  nChanged 60
		SP:Iteration 11Q (46844.170000 sec): 3 clusters
  Score: Raw -296649.530864 + Penalty 2552.926027 = -294096.604837
  nChanged 67
		SP:Iteration 12Q (46844.320000 sec): 3 clusters
  Score: Raw -296690.467847 + Penalty 2552.926027 = -294137.541820
  nChanged 50
		SP:Iteration 13Q (46844.500000 sec): 3 clusters
  Score: Raw -296715.091322 + Penalty 2552.926027 = -294162.165295
  nChanged 31
		SP:Iteration 14Q (46844.650000 sec): 3 clusters
  Score: Raw -296730.314666 + Penalty 2552.926027 = -294177.388639
  nChanged 34
		SP:Iteration 15Q (46844.830000 sec): 3 clusters
  Score: Raw -296752.096779 + Penalty 2552.926027 = -294199.170752
  nChanged 32
		SP:Iteration 16Q (46845.010000 sec): 3 clusters
  Score: Raw -296774.607777 + Penalty 2552.926027 = -294221.681750
  nChanged 29
		SP:Iteration 17Q (46845.180000 sec): 3 clusters
  Score: Raw -296791.264620 + Penalty 2552.926027 = -294238.338593
  nChanged 22
		SP:Iteration 18Q (46845.380000 sec): 3 clusters
  Score: Raw -296803.556093 + Penalty 2552.926027 = -294250.630066
  nChanged 15
		SP:Iteration 19Q (46845.550000 sec): 3 clusters
  Score: Raw -296812.247257 + Penalty 2552.926027 = -294259.321230
  nChanged 15
		SP:Iteration 20F (46845.730000 sec): 3 clusters
  Score: Raw -296820.959964 + Penalty 2552.926027 = -294268.033937
  nChanged 13
		SP:Iteration 21Q (46845.910000 sec): 3 clusters
  Score: Raw -296826.910554 + Penalty 2552.926027 = -294273.984528
  nChanged 8
		SP:Iteration 22Q (46846.100000 sec): 3 clusters
  Score: Raw -296832.203691 + Penalty 2552.926027 = -294279.277664
  nChanged 14
		SP:Iteration 23Q (46846.260000 sec): 3 clusters
  Score: Raw -296839.011487 + Penalty 2552.926027 = -294286.085460
  nChanged 17
		SP:Iteration 24Q (46846.420000 sec): 3 clusters
  Score: Raw -296850.373168 + Penalty 2552.926027 = -294297.447141
  nChanged 12
		SP:Iteration 25Q (46846.620000 sec): 3 clusters
  Score: Raw -296859.544253 + Penalty 2552.926027 = -294306.618226
  nChanged 11
		SP:Iteration 26Q (46846.800000 sec): 3 clusters
  Score: Raw -296865.351593 + Penalty 2552.926027 = -294312.425566
  nChanged 13
		SP:Iteration 27Q (46846.990000 sec): 3 clusters
  Score: Raw -296871.353180 + Penalty 2552.926027 = -294318.427153
  nChanged 9
		SP:Iteration 28Q (46847.170000 sec): 3 clusters
  Score: Raw -296875.338720 + Penalty 2552.926027 = -294322.412693
  nChanged 2
		SP:Iteration 29Q (46847.330000 sec): 3 clusters
  Score: Raw -296875.889520 + Penalty 2552.926027 = -294322.963493
  nChanged 1
		SP:Iteration 30Q (46847.530000 sec): 3 clusters
  Score: Raw -296876.404549 + Penalty 2552.926027 = -294323.478522
  nChanged 1
		SP:Iteration 31Q (46847.700000 sec): 3 clusters
  Score: Raw -296876.741340 + Penalty 2552.926027 = -294323.815313
  nChanged 1
		SP:Iteration 32Q (46847.880000 sec): 3 clusters
  Score: Raw -296877.126503 + Penalty 2552.926027 = -294324.200476
  nChanged 1
		SP:Iteration 33Q (46848.080000 sec): 3 clusters
  Score: Raw -296877.427292 + Penalty 2552.926027 = -294324.501265
  nChanged 1
		SP:Iteration 34Q (46848.260000 sec): 3 clusters
  Score: Raw -296877.820318 + Penalty 2552.926027 = -294324.894291
  nChanged 1
		SP:Iteration 35Q (46848.420000 sec): 3 clusters
  Score: Raw -296878.683410 + Penalty 2552.926027 = -294325.757383
  nChanged 2
		SP:Iteration 36Q (46848.580000 sec): 3 clusters
  Score: Raw -296879.391404 + Penalty 2552.926027 = -294326.465378
  nChanged 2
		SP:Iteration 37Q (46848.760000 sec): 3 clusters
  Score: Raw -296879.748743 + Penalty 2552.926027 = -294326.822716
  nChanged 1
		SP:Iteration 38Q (46848.960000 sec): 3 clusters
  Score: Raw -296879.876642 + Penalty 2552.926027 = -294326.950615
  nChanged 1
		SP:Iteration 39Q (46849.120000 sec): 3 clusters
  Score: Raw -296880.044941 + Penalty 2552.926027 = -294327.118914
  nChanged 0
		SP:Iteration 40F (46849.330000 sec): 3 clusters
  Score: Raw -296880.044941 + Penalty 2552.926027 = -294327.118914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46849.430000 sec): 2 clusters
  Score: Raw -605169.139589 + Penalty 1384.951355 = -603784.188234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46849.660000 sec): 3 clusters
  Score: Raw -602549.286355 + Penalty 2769.902710 = -599779.383645
  nChanged 2049
		SP:Iteration 1F (46849.840000 sec): 3 clusters
  Score: Raw -603736.743679 + Penalty 2769.902710 = -600966.840969
  nChanged 359
		SP:Iteration 2F (46850.050000 sec): 3 clusters
  Score: Raw -603926.028629 + Penalty 2769.902710 = -601156.125919
  nChanged 257
		SP:Iteration 3F (46850.230000 sec): 3 clusters
  Score: Raw -604058.306497 + Penalty 2769.902710 = -601288.403787
  nChanged 211
		SP:Iteration 4Q (46850.400000 sec): 3 clusters
  Score: Raw -604162.794802 + Penalty 2769.902710 = -601392.892092
  nChanged 197
		SP:Iteration 5Q (46850.650000 sec): 3 clusters
  Score: Raw -604265.717454 + Penalty 2769.902710 = -601495.814744
  nChanged 206
		SP:Iteration 6Q (46850.840000 sec): 3 clusters
  Score: Raw -604369.514709 + Penalty 2769.902710 = -601599.611999
  nChanged 179
		SP:Iteration 7Q (46851.010000 sec): 3 clusters
  Score: Raw -604470.982498 + Penalty 2769.902710 = -601701.079788
  nChanged 185
		SP:Iteration 8Q (46851.200000 sec): 3 clusters
  Score: Raw -604582.897634 + Penalty 2769.902710 = -601812.994924
  nChanged 208
		SP:Iteration 9Q (46851.390000 sec): 3 clusters
  Score: Raw -604713.063523 + Penalty 2769.902710 = -601943.160813
  nChanged 166
		SP:Iteration 10Q (46851.600000 sec): 3 clusters
  Score: Raw -604830.404125 + Penalty 2769.902710 = -602060.501415
  nChanged 182
		SP:Iteration 11Q (46851.790000 sec): 3 clusters
  Score: Raw -604948.772472 + Penalty 2769.902710 = -602178.869762
  nChanged 147
		SP:Iteration 12Q (46852.000000 sec): 3 clusters
  Score: Raw -605043.701338 + Penalty 2769.902710 = -602273.798628
  nChanged 116
		SP:Iteration 13Q (46852.230000 sec): 3 clusters
  Score: Raw -605124.460132 + Penalty 2769.902710 = -602354.557422
  nChanged 92
		SP:Iteration 14Q (46852.420000 sec): 3 clusters
  Score: Raw -605187.504582 + Penalty 2769.902710 = -602417.601872
  nChanged 70
		SP:Iteration 15Q (46852.590000 sec): 3 clusters
  Score: Raw -605228.339589 + Penalty 2769.902710 = -602458.436879
  nChanged 57
		SP:Iteration 16Q (46852.780000 sec): 3 clusters
  Score: Raw -605268.578963 + Penalty 2769.902710 = -602498.676253
  nChanged 41
		SP:Iteration 17Q (46852.950000 sec): 3 clusters
  Score: Raw -605293.707179 + Penalty 2769.902710 = -602523.804469
  nChanged 36
		SP:Iteration 18Q (46853.150000 sec): 3 clusters
  Score: Raw -605318.739023 + Penalty 2769.902710 = -602548.836313
  nChanged 37
		SP:Iteration 19Q (46853.360000 sec): 3 clusters
  Score: Raw -605348.009028 + Penalty 2769.902710 = -602578.106318
  nChanged 34
		SP:Iteration 20F (46853.520000 sec): 3 clusters
  Score: Raw -605374.322590 + Penalty 2769.902710 = -602604.419880
  nChanged 29
		SP:Iteration 21Q (46853.720000 sec): 3 clusters
  Score: Raw -605395.750235 + Penalty 2769.902710 = -602625.847524
  nChanged 18
		SP:Iteration 22Q (46853.870000 sec): 3 clusters
  Score: Raw -605412.231867 + Penalty 2769.902710 = -602642.329157
  nChanged 18
		SP:Iteration 23Q (46854.080000 sec): 3 clusters
  Score: Raw -605424.882514 + Penalty 2769.902710 = -602654.979803
  nChanged 10
		SP:Iteration 24Q (46854.260000 sec): 3 clusters
  Score: Raw -605429.351751 + Penalty 2769.902710 = -602659.449041
  nChanged 4
		SP:Iteration 25Q (46854.480000 sec): 3 clusters
  Score: Raw -605431.793150 + Penalty 2769.902710 = -602661.890440
  nChanged 5
		SP:Iteration 26Q (46854.630000 sec): 3 clusters
  Score: Raw -605435.446397 + Penalty 2769.902710 = -602665.543687
  nChanged 4
		SP:Iteration 27Q (46854.810000 sec): 3 clusters
  Score: Raw -605438.420988 + Penalty 2769.902710 = -602668.518278
  nChanged 4
		SP:Iteration 28Q (46855.040000 sec): 3 clusters
  Score: Raw -605442.195403 + Penalty 2769.902710 = -602672.292693
  nChanged 4
		SP:Iteration 29Q (46855.230000 sec): 3 clusters
  Score: Raw -605444.970756 + Penalty 2769.902710 = -602675.068046
  nChanged 4
		SP:Iteration 30Q (46855.400000 sec): 3 clusters
  Score: Raw -605446.593119 + Penalty 2769.902710 = -602676.690409
  nChanged 0
		SP:Iteration 31F (46855.570000 sec): 3 clusters
  Score: Raw -605446.593119 + Penalty 2769.902710 = -602676.690409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46855.700000 sec): 2 clusters
  Score: Raw -68941.775917 + Penalty 1028.579647 = -67913.196270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46855.870000 sec): 3 clusters
  Score: Raw -68840.995548 + Penalty 2057.159294 = -66783.836254
  nChanged 135
		SP:Iteration 1F (46856.050000 sec): 3 clusters
  Score: Raw -69008.977570 + Penalty 2057.159294 = -66951.818276
  nChanged 26
		SP:Iteration 2Q (46856.220000 sec): 3 clusters
  Score: Raw -69047.056526 + Penalty 2057.159294 = -66989.897232
  nChanged 10
		SP:Iteration 3Q (46856.380000 sec): 3 clusters
  Score: Raw -69063.212762 + Penalty 2057.159294 = -67006.053468
  nChanged 5
		SP:Iteration 4Q (46856.550000 sec): 3 clusters
  Score: Raw -69074.531169 + Penalty 2057.159294 = -67017.371875
  nChanged 3
		SP:Iteration 5Q (46856.760000 sec): 3 clusters
  Score: Raw -69080.538952 + Penalty 2057.159294 = -67023.379658
  nChanged 3
		SP:Iteration 6Q (46856.900000 sec): 3 clusters
  Score: Raw -69085.220644 + Penalty 2057.159294 = -67028.061350
  nChanged 1
		SP:Iteration 7Q (46857.050000 sec): 3 clusters
  Score: Raw -69086.557931 + Penalty 2057.159294 = -67029.398636
  nChanged 3
		SP:Iteration 8Q (46857.200000 sec): 3 clusters
  Score: Raw -69089.571397 + Penalty 2057.159294 = -67032.412103
  nChanged 2
		SP:Iteration 9Q (46857.410000 sec): 3 clusters
  Score: Raw -69092.523137 + Penalty 2057.159294 = -67035.363843
  nChanged 1
		SP:Iteration 10Q (46857.570000 sec): 3 clusters
  Score: Raw -69092.885634 + Penalty 2057.159294 = -67035.726340
  nChanged 1
		SP:Iteration 11Q (46857.750000 sec): 3 clusters
  Score: Raw -69093.944405 + Penalty 2057.159294 = -67036.785111
  nChanged 0
		SP:Iteration 12F (46857.940000 sec): 3 clusters
  Score: Raw -69093.944405 + Penalty 2057.159294 = -67036.785111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46858.030000 sec): 2 clusters
  Score: Raw -51454.669671 + Penalty 1019.035620 = -50435.634051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46858.180000 sec): 3 clusters
  Score: Raw -51434.063205 + Penalty 2038.071240 = -49395.991964
  nChanged 140
		SP:Iteration 1F (46858.350000 sec): 3 clusters
  Score: Raw -51608.923114 + Penalty 2038.071240 = -49570.851874
  nChanged 38
		SP:Iteration 2F (46858.500000 sec): 3 clusters
  Score: Raw -51674.946672 + Penalty 2038.071240 = -49636.875431
  nChanged 26
		SP:Iteration 3Q (46858.710000 sec): 3 clusters
  Score: Raw -51731.664462 + Penalty 2038.071240 = -49693.593221
  nChanged 15
		SP:Iteration 4Q (46858.870000 sec): 3 clusters
  Score: Raw -51763.999783 + Penalty 2038.071240 = -49725.928543
  nChanged 7
		SP:Iteration 5Q (46859.000000 sec): 3 clusters
  Score: Raw -51784.263336 + Penalty 2038.071240 = -49746.192095
  nChanged 5
		SP:Iteration 6Q (46859.140000 sec): 3 clusters
  Score: Raw -51798.650972 + Penalty 2038.071240 = -49760.579732
  nChanged 11
		SP:Iteration 7Q (46859.350000 sec): 3 clusters
  Score: Raw -51822.818479 + Penalty 2038.071240 = -49784.747238
  nChanged 6
		SP:Iteration 8Q (46859.530000 sec): 3 clusters
  Score: Raw -51837.947590 + Penalty 2038.071240 = -49799.876350
  nChanged 2
		SP:Iteration 9Q (46859.700000 sec): 3 clusters
  Score: Raw -51842.272965 + Penalty 2038.071240 = -49804.201724
  nChanged 2
		SP:Iteration 10Q (46859.880000 sec): 3 clusters
  Score: Raw -51851.786169 + Penalty 2038.071240 = -49813.714929
  nChanged 2
		SP:Iteration 11Q (46860.050000 sec): 3 clusters
  Score: Raw -51864.029665 + Penalty 2038.071240 = -49825.958424
  nChanged 3
		SP:Iteration 12Q (46860.230000 sec): 3 clusters
  Score: Raw -51869.992800 + Penalty 2038.071240 = -49831.921560
  nChanged 1
		SP:Iteration 13Q (46860.390000 sec): 3 clusters
  Score: Raw -51870.509759 + Penalty 2038.071240 = -49832.438519
  nChanged 0
		SP:Iteration 14F (46860.570000 sec): 3 clusters
  Score: Raw -51870.509759 + Penalty 2038.071240 = -49832.438519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46860.640000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46860.840000 sec): 3 clusters
  Score: Raw -147266.725601 + Penalty 2322.956763 = -144943.768838
  nChanged 410
		SP:Iteration 1F (46860.980000 sec): 3 clusters
  Score: Raw -147639.758570 + Penalty 2322.956763 = -145316.801807
  nChanged 112
		SP:Iteration 2F (46861.200000 sec): 3 clusters
  Score: Raw -147755.375873 + Penalty 2322.956763 = -145432.419110
  nChanged 58
		SP:Iteration 3Q (46861.350000 sec): 3 clusters
  Score: Raw -147815.121912 + Penalty 2322.956763 = -145492.165149
  nChanged 39
		SP:Iteration 4Q (46861.510000 sec): 3 clusters
  Score: Raw -147866.031729 + Penalty 2322.956763 = -145543.074966
  nChanged 52
		SP:Iteration 5Q (46861.710000 sec): 3 clusters
  Score: Raw -147933.118767 + Penalty 2322.956763 = -145610.162004
  nChanged 35
		SP:Iteration 6Q (46861.920000 sec): 3 clusters
  Score: Raw -147980.757666 + Penalty 2322.956763 = -145657.800903
  nChanged 28
		SP:Iteration 7Q (46862.060000 sec): 3 clusters
  Score: Raw -148007.216498 + Penalty 2322.956763 = -145684.259734
  nChanged 29
		SP:Iteration 8Q (46862.230000 sec): 3 clusters
  Score: Raw -148047.862910 + Penalty 2322.956763 = -145724.906147
  nChanged 30
		SP:Iteration 9Q (46862.420000 sec): 3 clusters
  Score: Raw -148090.450387 + Penalty 2322.956763 = -145767.493624
  nChanged 36
		SP:Iteration 10Q (46862.590000 sec): 3 clusters
  Score: Raw -148135.697239 + Penalty 2322.956763 = -145812.740476
  nChanged 25
		SP:Iteration 11Q (46862.750000 sec): 3 clusters
  Score: Raw -148169.997527 + Penalty 2322.956763 = -145847.040764
  nChanged 28
		SP:Iteration 12Q (46862.930000 sec): 3 clusters
  Score: Raw -148197.948532 + Penalty 2322.956763 = -145874.991769
  nChanged 16
		SP:Iteration 13Q (46863.140000 sec): 3 clusters
  Score: Raw -148220.357560 + Penalty 2322.956763 = -145897.400797
  nChanged 19
		SP:Iteration 14Q (46863.280000 sec): 3 clusters
  Score: Raw -148246.130729 + Penalty 2322.956763 = -145923.173966
  nChanged 17
		SP:Iteration 15Q (46863.460000 sec): 3 clusters
  Score: Raw -148268.318255 + Penalty 2322.956763 = -145945.361492
  nChanged 10
		SP:Iteration 16Q (46863.680000 sec): 3 clusters
  Score: Raw -148276.851694 + Penalty 2322.956763 = -145953.894931
  nChanged 7
		SP:Iteration 17Q (46863.810000 sec): 3 clusters
  Score: Raw -148282.901632 + Penalty 2322.956763 = -145959.944869
  nChanged 10
		SP:Iteration 18Q (46864.000000 sec): 3 clusters
  Score: Raw -148288.271461 + Penalty 2322.956763 = -145965.314698
  nChanged 3
		SP:Iteration 19Q (46864.150000 sec): 3 clusters
  Score: Raw -148289.972541 + Penalty 2322.956763 = -145967.015778
  nChanged 3
		SP:Iteration 20F (46864.330000 sec): 3 clusters
  Score: Raw -148291.682152 + Penalty 2322.956763 = -145968.725389
  nChanged 1
		SP:Iteration 21Q (46864.500000 sec): 3 clusters
  Score: Raw -148292.165027 + Penalty 2322.956763 = -145969.208264
  nChanged 2
		SP:Iteration 22Q (46864.660000 sec): 3 clusters
  Score: Raw -148294.953048 + Penalty 2322.956763 = -145971.996285
  nChanged 0
		SP:Iteration 23F (46864.820000 sec): 3 clusters
  Score: Raw -148294.953048 + Penalty 2322.956763 = -145971.996285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46864.920000 sec): 2 clusters
  Score: Raw -97800.280699 + Penalty 1112.628260 = -96687.652438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46865.110000 sec): 3 clusters
  Score: Raw -97559.436825 + Penalty 2225.256520 = -95334.180305
  nChanged 277
		SP:Iteration 1F (46865.240000 sec): 3 clusters
  Score: Raw -97891.025038 + Penalty 2225.256520 = -95665.768518
  nChanged 84
		SP:Iteration 2F (46865.400000 sec): 3 clusters
  Score: Raw -98010.680239 + Penalty 2225.256520 = -95785.423718
  nChanged 59
		SP:Iteration 3F (46865.570000 sec): 3 clusters
  Score: Raw -98118.340865 + Penalty 2225.256520 = -95893.084345
  nChanged 47
		SP:Iteration 4Q (46865.760000 sec): 3 clusters
  Score: Raw -98194.698214 + Penalty 2225.256520 = -95969.441694
  nChanged 40
		SP:Iteration 5Q (46865.960000 sec): 3 clusters
  Score: Raw -98255.724671 + Penalty 2225.256520 = -96030.468151
  nChanged 25
		SP:Iteration 6Q (46866.120000 sec): 3 clusters
  Score: Raw -98293.832985 + Penalty 2225.256520 = -96068.576464
  nChanged 20
		SP:Iteration 7Q (46866.320000 sec): 3 clusters
  Score: Raw -98330.704052 + Penalty 2225.256520 = -96105.447532
  nChanged 17
		SP:Iteration 8Q (46866.460000 sec): 3 clusters
  Score: Raw -98368.957808 + Penalty 2225.256520 = -96143.701288
  nChanged 14
		SP:Iteration 9Q (46866.650000 sec): 3 clusters
  Score: Raw -98394.428510 + Penalty 2225.256520 = -96169.171990
  nChanged 13
		SP:Iteration 10Q (46866.830000 sec): 3 clusters
  Score: Raw -98414.941911 + Penalty 2225.256520 = -96189.685391
  nChanged 14
		SP:Iteration 11Q (46866.980000 sec): 3 clusters
  Score: Raw -98444.220914 + Penalty 2225.256520 = -96218.964394
  nChanged 13
		SP:Iteration 12Q (46867.180000 sec): 3 clusters
  Score: Raw -98469.652645 + Penalty 2225.256520 = -96244.396125
  nChanged 11
		SP:Iteration 13Q (46867.360000 sec): 3 clusters
  Score: Raw -98482.793793 + Penalty 2225.256520 = -96257.537272
  nChanged 8
		SP:Iteration 14Q (46867.490000 sec): 3 clusters
  Score: Raw -98493.033758 + Penalty 2225.256520 = -96267.777238
  nChanged 6
		SP:Iteration 15Q (46867.690000 sec): 3 clusters
  Score: Raw -98500.949290 + Penalty 2225.256520 = -96275.692770
  nChanged 6
		SP:Iteration 16Q (46867.860000 sec): 3 clusters
  Score: Raw -98506.191940 + Penalty 2225.256520 = -96280.935420
  nChanged 2
		SP:Iteration 17Q (46868.060000 sec): 3 clusters
  Score: Raw -98508.999699 + Penalty 2225.256520 = -96283.743178
  nChanged 3
		SP:Iteration 18Q (46868.210000 sec): 3 clusters
  Score: Raw -98513.329754 + Penalty 2225.256520 = -96288.073234
  nChanged 7
		SP:Iteration 19Q (46868.400000 sec): 3 clusters
  Score: Raw -98528.901306 + Penalty 2225.256520 = -96303.644786
  nChanged 11
		SP:Iteration 20F (46868.540000 sec): 3 clusters
  Score: Raw -98546.227104 + Penalty 2225.256520 = -96320.970584
  nChanged 8
		SP:Iteration 21Q (46868.720000 sec): 3 clusters
  Score: Raw -98560.657820 + Penalty 2225.256520 = -96335.401300
  nChanged 10
		SP:Iteration 22Q (46868.880000 sec): 3 clusters
  Score: Raw -98578.216336 + Penalty 2225.256520 = -96352.959815
  nChanged 10
		SP:Iteration 23Q (46869.060000 sec): 3 clusters
  Score: Raw -98599.109624 + Penalty 2225.256520 = -96373.853104
  nChanged 4
		SP:Iteration 24Q (46869.230000 sec): 3 clusters
  Score: Raw -98606.089473 + Penalty 2225.256520 = -96380.832952
  nChanged 3
		SP:Iteration 25Q (46869.420000 sec): 3 clusters
  Score: Raw -98609.459508 + Penalty 2225.256520 = -96384.202988
  nChanged 1
		SP:Iteration 26Q (46869.580000 sec): 3 clusters
  Score: Raw -98611.228260 + Penalty 2225.256520 = -96385.971739
  nChanged 0
		SP:Iteration 27F (46869.800000 sec): 3 clusters
  Score: Raw -98611.228260 + Penalty 2225.256520 = -96385.971739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46869.860000 sec): 2 clusters
  Score: Raw -265467.205672 + Penalty 1254.358599 = -264212.847073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46870.030000 sec): 3 clusters
  Score: Raw -264484.542423 + Penalty 2508.717198 = -261975.825225
  nChanged 825
		SP:Iteration 1F (46870.210000 sec): 3 clusters
  Score: Raw -265062.358164 + Penalty 2508.717198 = -262553.640966
  nChanged 200
		SP:Iteration 2F (46870.410000 sec): 3 clusters
  Score: Raw -265261.459357 + Penalty 2508.717198 = -262752.742159
  nChanged 142
		SP:Iteration 3F (46870.600000 sec): 3 clusters
  Score: Raw -265389.680411 + Penalty 2508.717198 = -262880.963212
  nChanged 108
		SP:Iteration 4Q (46870.740000 sec): 3 clusters
  Score: Raw -265484.759970 + Penalty 2508.717198 = -262976.042772
  nChanged 101
		SP:Iteration 5Q (46870.960000 sec): 3 clusters
  Score: Raw -265588.294091 + Penalty 2508.717198 = -263079.576892
  nChanged 102
		SP:Iteration 6Q (46871.160000 sec): 3 clusters
  Score: Raw -265691.326419 + Penalty 2508.717198 = -263182.609220
  nChanged 94
		SP:Iteration 7Q (46871.290000 sec): 3 clusters
  Score: Raw -265784.583655 + Penalty 2508.717198 = -263275.866456
  nChanged 84
		SP:Iteration 8Q (46871.450000 sec): 3 clusters
  Score: Raw -265862.408197 + Penalty 2508.717198 = -263353.690999
  nChanged 58
		SP:Iteration 9Q (46871.590000 sec): 3 clusters
  Score: Raw -265906.014579 + Penalty 2508.717198 = -263397.297381
  nChanged 53
		SP:Iteration 10Q (46871.790000 sec): 3 clusters
  Score: Raw -265950.031366 + Penalty 2508.717198 = -263441.314168
  nChanged 43
		SP:Iteration 11Q (46871.930000 sec): 3 clusters
  Score: Raw -265985.230991 + Penalty 2508.717198 = -263476.513793
  nChanged 36
		SP:Iteration 12Q (46872.110000 sec): 3 clusters
  Score: Raw -266008.816284 + Penalty 2508.717198 = -263500.099086
  nChanged 20
		SP:Iteration 13Q (46872.270000 sec): 3 clusters
  Score: Raw -266019.420869 + Penalty 2508.717198 = -263510.703670
  nChanged 10
		SP:Iteration 14Q (46872.450000 sec): 3 clusters
  Score: Raw -266024.061418 + Penalty 2508.717198 = -263515.344220
  nChanged 4
		SP:Iteration 15Q (46872.620000 sec): 3 clusters
  Score: Raw -266026.604132 + Penalty 2508.717198 = -263517.886934
  nChanged 7
		SP:Iteration 16Q (46872.810000 sec): 3 clusters
  Score: Raw -266029.243508 + Penalty 2508.717198 = -263520.526310
  nChanged 6
		SP:Iteration 17Q (46873.010000 sec): 3 clusters
  Score: Raw -266032.004274 + Penalty 2508.717198 = -263523.287076
  nChanged 4
		SP:Iteration 18Q (46873.200000 sec): 3 clusters
  Score: Raw -266033.350777 + Penalty 2508.717198 = -263524.633578
  nChanged 5
		SP:Iteration 19Q (46873.390000 sec): 3 clusters
  Score: Raw -266035.173190 + Penalty 2508.717198 = -263526.455991
  nChanged 4
		SP:Iteration 20F (46873.580000 sec): 3 clusters
  Score: Raw -266038.590078 + Penalty 2508.717198 = -263529.872880
  nChanged 7
		SP:Iteration 21Q (46873.760000 sec): 3 clusters
  Score: Raw -266042.743148 + Penalty 2508.717198 = -263534.025950
  nChanged 7
		SP:Iteration 22Q (46873.960000 sec): 3 clusters
  Score: Raw -266045.734962 + Penalty 2508.717198 = -263537.017764
  nChanged 4
		SP:Iteration 23Q (46874.140000 sec): 3 clusters
  Score: Raw -266047.510845 + Penalty 2508.717198 = -263538.793647
  nChanged 2
		SP:Iteration 24Q (46874.300000 sec): 3 clusters
  Score: Raw -266048.710736 + Penalty 2508.717198 = -263539.993538
  nChanged 2
		SP:Iteration 25Q (46874.460000 sec): 3 clusters
  Score: Raw -266050.230290 + Penalty 2508.717198 = -263541.513092
  nChanged 2
		SP:Iteration 26Q (46874.650000 sec): 3 clusters
  Score: Raw -266050.748436 + Penalty 2508.717198 = -263542.031238
  nChanged 1
		SP:Iteration 27Q (46874.860000 sec): 3 clusters
  Score: Raw -266051.903174 + Penalty 2508.717198 = -263543.185975
  nChanged 2
		SP:Iteration 28Q (46875.000000 sec): 3 clusters
  Score: Raw -266052.847110 + Penalty 2508.717198 = -263544.129912
  nChanged 0
		SP:Iteration 29F (46875.180000 sec): 3 clusters
  Score: Raw -266052.847110 + Penalty 2508.717198 = -263544.129912
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46875.310000 sec): 2 clusters
  Score: Raw -20779.634240 + Penalty 867.349938 = -19912.284302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46875.480000 sec): 3 clusters
  Score: Raw -20895.600100 + Penalty 1734.699876 = -19160.900224
  nChanged 35
		SP:Iteration 1F (46875.660000 sec): 3 clusters
  Score: Raw -21061.149100 + Penalty 1734.699876 = -19326.449224
  nChanged 11
		SP:Iteration 2F (46875.820000 sec): 3 clusters
  Score: Raw -21113.507662 + Penalty 1734.699876 = -19378.807786
  nChanged 6
		SP:Iteration 3Q (46875.980000 sec): 3 clusters
  Score: Raw -21136.843270 + Penalty 1734.699876 = -19402.143394
  nChanged 5
		SP:Iteration 4Q (46876.110000 sec): 3 clusters
  Score: Raw -21161.429747 + Penalty 1734.699876 = -19426.729871
  nChanged 4
		SP:Iteration 5Q (46876.280000 sec): 3 clusters
  Score: Raw -21181.171180 + Penalty 1734.699876 = -19446.471304
  nChanged 3
		SP:Iteration 6Q (46876.490000 sec): 3 clusters
  Score: Raw -21206.836485 + Penalty 1734.699876 = -19472.136609
  nChanged 2
		SP:Iteration 7Q (46876.660000 sec): 3 clusters
  Score: Raw -21216.724260 + Penalty 1734.699876 = -19482.024384
  nChanged 1
		SP:Iteration 8Q (46876.840000 sec): 3 clusters
  Score: Raw -21218.582759 + Penalty 1734.699876 = -19483.882883
  nChanged 0
		SP:Iteration 9F (46877.040000 sec): 3 clusters
  Score: Raw -21218.582759 + Penalty 1734.699876 = -19483.882883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46877.100000 sec): 2 clusters
  Score: Raw -54190.519281 + Penalty 1025.065997 = -53165.453285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46877.310000 sec): 3 clusters
  Score: Raw -54121.099191 + Penalty 2050.131993 = -52070.967198
  nChanged 134
		SP:Iteration 1F (46877.480000 sec): 3 clusters
  Score: Raw -54365.598480 + Penalty 2050.131993 = -52315.466486
  nChanged 43
		SP:Iteration 2F (46877.650000 sec): 3 clusters
  Score: Raw -54445.128236 + Penalty 2050.131993 = -52394.996243
  nChanged 22
		SP:Iteration 3Q (46877.800000 sec): 3 clusters
  Score: Raw -54495.884559 + Penalty 2050.131993 = -52445.752565
  nChanged 19
		SP:Iteration 4Q (46877.970000 sec): 3 clusters
  Score: Raw -54543.498655 + Penalty 2050.131993 = -52493.366661
  nChanged 21
		SP:Iteration 5Q (46878.120000 sec): 3 clusters
  Score: Raw -54595.963896 + Penalty 2050.131993 = -52545.831902
  nChanged 11
		SP:Iteration 6Q (46878.280000 sec): 3 clusters
  Score: Raw -54623.457186 + Penalty 2050.131993 = -52573.325193
  nChanged 13
		SP:Iteration 7Q (46878.480000 sec): 3 clusters
  Score: Raw -54645.756412 + Penalty 2050.131993 = -52595.624419
  nChanged 7
		SP:Iteration 8Q (46878.610000 sec): 3 clusters
  Score: Raw -54655.327506 + Penalty 2050.131993 = -52605.195512
  nChanged 1
		SP:Iteration 9Q (46878.780000 sec): 3 clusters
  Score: Raw -54656.490404 + Penalty 2050.131993 = -52606.358410
  nChanged 1
		SP:Iteration 10Q (46878.950000 sec): 3 clusters
  Score: Raw -54657.226691 + Penalty 2050.131993 = -52607.094697
  nChanged 2
		SP:Iteration 11Q (46879.150000 sec): 3 clusters
  Score: Raw -54658.702373 + Penalty 2050.131993 = -52608.570380
  nChanged 1
		SP:Iteration 12Q (46879.320000 sec): 3 clusters
  Score: Raw -54660.631246 + Penalty 2050.131993 = -52610.499252
  nChanged 2
		SP:Iteration 13Q (46879.510000 sec): 3 clusters
  Score: Raw -54662.213132 + Penalty 2050.131993 = -52612.081139
  nChanged 1
		SP:Iteration 14Q (46879.660000 sec): 3 clusters
  Score: Raw -54662.943407 + Penalty 2050.131993 = -52612.811414
  nChanged 1
		SP:Iteration 15Q (46879.850000 sec): 3 clusters
  Score: Raw -54663.620043 + Penalty 2050.131993 = -52613.488050
  nChanged 0
		SP:Iteration 16F (46880.050000 sec): 3 clusters
  Score: Raw -54663.620043 + Penalty 2050.131993 = -52613.488050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46880.160000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46880.340000 sec): 3 clusters
  Score: Raw -299054.634946 + Penalty 2551.789883 = -296502.845063
  nChanged 919
		SP:Iteration 1F (46880.490000 sec): 3 clusters
  Score: Raw -299651.437840 + Penalty 2551.789883 = -297099.647957
  nChanged 199
		SP:Iteration 2F (46880.690000 sec): 3 clusters
  Score: Raw -299792.437147 + Penalty 2551.789883 = -297240.647264
  nChanged 137
		SP:Iteration 3F (46880.850000 sec): 3 clusters
  Score: Raw -299884.084570 + Penalty 2551.789883 = -297332.294687
  nChanged 105
		SP:Iteration 4Q (46881.030000 sec): 3 clusters
  Score: Raw -299959.439471 + Penalty 2551.789883 = -297407.649588
  nChanged 81
		SP:Iteration 5Q (46881.220000 sec): 3 clusters
  Score: Raw -300032.313640 + Penalty 2551.789883 = -297480.523757
  nChanged 93
		SP:Iteration 6Q (46881.410000 sec): 3 clusters
  Score: Raw -300107.044646 + Penalty 2551.789883 = -297555.254763
  nChanged 79
		SP:Iteration 7Q (46881.620000 sec): 3 clusters
  Score: Raw -300176.978792 + Penalty 2551.789883 = -297625.188909
  nChanged 80
		SP:Iteration 8Q (46881.780000 sec): 3 clusters
  Score: Raw -300255.855806 + Penalty 2551.789883 = -297704.065924
  nChanged 80
		SP:Iteration 9Q (46882.020000 sec): 3 clusters
  Score: Raw -300351.338447 + Penalty 2551.789883 = -297799.548564
  nChanged 92
		SP:Iteration 10Q (46882.160000 sec): 3 clusters
  Score: Raw -300454.768357 + Penalty 2551.789883 = -297902.978474
  nChanged 97
		SP:Iteration 11Q (46882.370000 sec): 3 clusters
  Score: Raw -300560.343704 + Penalty 2551.789883 = -298008.553822
  nChanged 83
		SP:Iteration 12Q (46882.520000 sec): 3 clusters
  Score: Raw -300648.422936 + Penalty 2551.789883 = -298096.633053
  nChanged 85
		SP:Iteration 13Q (46882.730000 sec): 3 clusters
  Score: Raw -300733.054995 + Penalty 2551.789883 = -298181.265113
  nChanged 68
		SP:Iteration 14Q (46882.880000 sec): 3 clusters
  Score: Raw -300785.494079 + Penalty 2551.789883 = -298233.704196
  nChanged 63
		SP:Iteration 15Q (46883.060000 sec): 3 clusters
  Score: Raw -300834.361895 + Penalty 2551.789883 = -298282.572012
  nChanged 41
		SP:Iteration 16Q (46883.250000 sec): 3 clusters
  Score: Raw -300867.302621 + Penalty 2551.789883 = -298315.512738
  nChanged 39
		SP:Iteration 17Q (46883.460000 sec): 3 clusters
  Score: Raw -300897.283820 + Penalty 2551.789883 = -298345.493937
  nChanged 29
		SP:Iteration 18Q (46883.630000 sec): 3 clusters
  Score: Raw -300915.826384 + Penalty 2551.789883 = -298364.036501
  nChanged 24
		SP:Iteration 19Q (46883.840000 sec): 3 clusters
  Score: Raw -300930.016962 + Penalty 2551.789883 = -298378.227079
  nChanged 17
		SP:Iteration 20F (46884.000000 sec): 3 clusters
  Score: Raw -300937.929836 + Penalty 2551.789883 = -298386.139954
  nChanged 16
		SP:Iteration 21Q (46884.200000 sec): 3 clusters
  Score: Raw -300944.997716 + Penalty 2551.789883 = -298393.207833
  nChanged 9
		SP:Iteration 22Q (46884.370000 sec): 3 clusters
  Score: Raw -300948.170834 + Penalty 2551.789883 = -298396.380951
  nChanged 10
		SP:Iteration 23Q (46884.520000 sec): 3 clusters
  Score: Raw -300952.386492 + Penalty 2551.789883 = -298400.596609
  nChanged 9
		SP:Iteration 24Q (46884.650000 sec): 3 clusters
  Score: Raw -300956.145565 + Penalty 2551.789883 = -298404.355682
  nChanged 9
		SP:Iteration 25Q (46884.810000 sec): 3 clusters
  Score: Raw -300960.708234 + Penalty 2551.789883 = -298408.918352
  nChanged 5
		SP:Iteration 26Q (46885.020000 sec): 3 clusters
  Score: Raw -300962.572422 + Penalty 2551.789883 = -298410.782540
  nChanged 4
		SP:Iteration 27Q (46885.180000 sec): 3 clusters
  Score: Raw -300963.951389 + Penalty 2551.789883 = -298412.161506
  nChanged 4
		SP:Iteration 28Q (46885.350000 sec): 3 clusters
  Score: Raw -300967.699093 + Penalty 2551.789883 = -298415.909210
  nChanged 9
		SP:Iteration 29Q (46885.510000 sec): 3 clusters
  Score: Raw -300972.231819 + Penalty 2551.789883 = -298420.441936
  nChanged 6
		SP:Iteration 30Q (46885.640000 sec): 3 clusters
  Score: Raw -300974.192318 + Penalty 2551.789883 = -298422.402435
  nChanged 6
		SP:Iteration 31Q (46885.840000 sec): 3 clusters
  Score: Raw -300978.101371 + Penalty 2551.789883 = -298426.311488
  nChanged 4
		SP:Iteration 32Q (46886.010000 sec): 3 clusters
  Score: Raw -300979.882631 + Penalty 2551.789883 = -298428.092748
  nChanged 1
		SP:Iteration 33Q (46886.220000 sec): 3 clusters
  Score: Raw -300980.351096 + Penalty 2551.789883 = -298428.561213
  nChanged 1
		SP:Iteration 34Q (46886.360000 sec): 3 clusters
  Score: Raw -300980.742026 + Penalty 2551.789883 = -298428.952143
  nChanged 3
		SP:Iteration 35Q (46886.520000 sec): 3 clusters
  Score: Raw -300981.768289 + Penalty 2551.789883 = -298429.978406
  nChanged 1
		SP:Iteration 36Q (46886.720000 sec): 3 clusters
  Score: Raw -300982.040354 + Penalty 2551.789883 = -298430.250471
  nChanged 0
		SP:Iteration 37F (46886.930000 sec): 3 clusters
  Score: Raw -300982.040354 + Penalty 2551.789883 = -298430.250471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46886.990000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46887.210000 sec): 3 clusters
  Score: Raw -78690.871971 + Penalty 2126.771350 = -76564.100621
  nChanged 166
		SP:Iteration 1F (46887.350000 sec): 3 clusters
  Score: Raw -78874.014360 + Penalty 2126.771350 = -76747.243010
  nChanged 52
		SP:Iteration 2F (46887.580000 sec): 3 clusters
  Score: Raw -78936.299760 + Penalty 2126.771350 = -76809.528410
  nChanged 17
		SP:Iteration 3Q (46887.740000 sec): 3 clusters
  Score: Raw -78963.195665 + Penalty 2126.771350 = -76836.424315
  nChanged 24
		SP:Iteration 4Q (46887.870000 sec): 3 clusters
  Score: Raw -78992.523328 + Penalty 2126.771350 = -76865.751978
  nChanged 15
		SP:Iteration 5Q (46888.080000 sec): 3 clusters
  Score: Raw -79011.620698 + Penalty 2126.771350 = -76884.849348
  nChanged 10
		SP:Iteration 6Q (46888.260000 sec): 3 clusters
  Score: Raw -79028.338395 + Penalty 2126.771350 = -76901.567045
  nChanged 6
		SP:Iteration 7Q (46888.420000 sec): 3 clusters
  Score: Raw -79039.361919 + Penalty 2126.771350 = -76912.590569
  nChanged 7
		SP:Iteration 8Q (46888.570000 sec): 3 clusters
  Score: Raw -79049.237027 + Penalty 2126.771350 = -76922.465677
  nChanged 5
		SP:Iteration 9Q (46888.760000 sec): 3 clusters
  Score: Raw -79062.618443 + Penalty 2126.771350 = -76935.847093
  nChanged 3
		SP:Iteration 10Q (46888.900000 sec): 3 clusters
  Score: Raw -79065.523425 + Penalty 2126.771350 = -76938.752076
  nChanged 2
		SP:Iteration 11Q (46889.040000 sec): 3 clusters
  Score: Raw -79068.206070 + Penalty 2126.771350 = -76941.434720
  nChanged 2
		SP:Iteration 12Q (46889.240000 sec): 3 clusters
  Score: Raw -79074.022551 + Penalty 2126.771350 = -76947.251201
  nChanged 5
		SP:Iteration 13Q (46889.400000 sec): 3 clusters
  Score: Raw -79081.295625 + Penalty 2126.771350 = -76954.524275
  nChanged 2
		SP:Iteration 14Q (46889.610000 sec): 3 clusters
  Score: Raw -79082.202611 + Penalty 2126.771350 = -76955.431261
  nChanged 2
		SP:Iteration 15Q (46889.760000 sec): 3 clusters
  Score: Raw -79083.370426 + Penalty 2126.771350 = -76956.599076
  nChanged 1
		SP:Iteration 16Q (46889.960000 sec): 3 clusters
  Score: Raw -79084.761888 + Penalty 2126.771350 = -76957.990538
  nChanged 1
		SP:Iteration 17Q (46890.110000 sec): 3 clusters
  Score: Raw -79085.121701 + Penalty 2126.771350 = -76958.350351
  nChanged 0
		SP:Iteration 18F (46890.310000 sec): 3 clusters
  Score: Raw -79085.121701 + Penalty 2126.771350 = -76958.350351
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46890.380000 sec): 2 clusters
  Score: Raw -22971.823740 + Penalty 871.971102 = -22099.852638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46890.570000 sec): 3 clusters
  Score: Raw -23152.839970 + Penalty 1743.942205 = -21408.897766
  nChanged 38
		SP:Iteration 1F (46890.760000 sec): 3 clusters
  Score: Raw -23228.101929 + Penalty 1743.942205 = -21484.159724
  nChanged 8
		SP:Iteration 2Q (46890.910000 sec): 3 clusters
  Score: Raw -23270.353072 + Penalty 1743.942205 = -21526.410868
  nChanged 8
		SP:Iteration 3Q (46891.060000 sec): 3 clusters
  Score: Raw -23287.415265 + Penalty 1743.942205 = -21543.473060
  nChanged 6
		SP:Iteration 4Q (46891.220000 sec): 3 clusters
  Score: Raw -23329.918626 + Penalty 1743.942205 = -21585.976421
  nChanged 2
		SP:Iteration 5Q (46891.420000 sec): 3 clusters
  Score: Raw -23339.765349 + Penalty 1743.942205 = -21595.823145
  nChanged 1
		SP:Iteration 6Q (46891.540000 sec): 3 clusters
  Score: Raw -23357.137992 + Penalty 1743.942205 = -21613.195787
  nChanged 0
		SP:Iteration 7F (46891.730000 sec): 3 clusters
  Score: Raw -23357.137992 + Penalty 1743.942205 = -21613.195787
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46891.820000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46892.010000 sec): 3 clusters
  Score: Raw -47259.174618 + Penalty 1960.753022 = -45298.421595
  nChanged 80
		SP:Iteration 1F (46892.190000 sec): 3 clusters
  Score: Raw -47397.220215 + Penalty 1960.753022 = -45436.467193
  nChanged 14
		SP:Iteration 2Q (46892.380000 sec): 3 clusters
  Score: Raw -47428.190487 + Penalty 1960.753022 = -45467.437465
  nChanged 12
		SP:Iteration 3Q (46892.560000 sec): 3 clusters
  Score: Raw -47449.793437 + Penalty 1960.753022 = -45489.040415
  nChanged 3
		SP:Iteration 4Q (46892.710000 sec): 3 clusters
  Score: Raw -47455.959175 + Penalty 1960.753022 = -45495.206153
  nChanged 2
		SP:Iteration 5Q (46892.870000 sec): 3 clusters
  Score: Raw -47459.200281 + Penalty 1960.753022 = -45498.447259
  nChanged 1
		SP:Iteration 6Q (46893.020000 sec): 3 clusters
  Score: Raw -47460.333020 + Penalty 1960.753022 = -45499.579998
  nChanged 0
		SP:Iteration 7F (46893.170000 sec): 3 clusters
  Score: Raw -47460.333020 + Penalty 1960.753022 = -45499.579998
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46893.270000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46893.420000 sec): 3 clusters
  Score: Raw -45877.206157 + Penalty 1944.779291 = -43932.426866
  nChanged 77
		SP:Iteration 1F (46893.580000 sec): 3 clusters
  Score: Raw -45991.467744 + Penalty 1944.779291 = -44046.688453
  nChanged 15
		SP:Iteration 2Q (46893.780000 sec): 3 clusters
  Score: Raw -46018.632935 + Penalty 1944.779291 = -44073.853644
  nChanged 9
		SP:Iteration 3Q (46893.920000 sec): 3 clusters
  Score: Raw -46036.673857 + Penalty 1944.779291 = -44091.894565
  nChanged 2
		SP:Iteration 4Q (46894.070000 sec): 3 clusters
  Score: Raw -46041.108343 + Penalty 1944.779291 = -44096.329052
  nChanged 1
		SP:Iteration 5Q (46894.200000 sec): 3 clusters
  Score: Raw -46041.628010 + Penalty 1944.779291 = -44096.848719
  nChanged 0
		SP:Iteration 6F (46894.400000 sec): 3 clusters
  Score: Raw -46041.628010 + Penalty 1944.779291 = -44096.848719
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46894.450000 sec): 2 clusters
  Score: Raw -106448.246921 + Penalty 1107.897468 = -105340.349453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46894.620000 sec): 3 clusters
  Score: Raw -106176.389986 + Penalty 2215.794936 = -103960.595050
  nChanged 259
		SP:Iteration 1F (46894.820000 sec): 3 clusters
  Score: Raw -106399.432927 + Penalty 2215.794936 = -104183.637991
  nChanged 56
		SP:Iteration 2F (46894.950000 sec): 3 clusters
  Score: Raw -106460.457433 + Penalty 2215.794936 = -104244.662497
  nChanged 33
		SP:Iteration 3Q (46895.140000 sec): 3 clusters
  Score: Raw -106491.763104 + Penalty 2215.794936 = -104275.968168
  nChanged 23
		SP:Iteration 4Q (46895.330000 sec): 3 clusters
  Score: Raw -106512.480136 + Penalty 2215.794936 = -104296.685200
  nChanged 17
		SP:Iteration 5Q (46895.450000 sec): 3 clusters
  Score: Raw -106532.735716 + Penalty 2215.794936 = -104316.940780
  nChanged 16
		SP:Iteration 6Q (46895.610000 sec): 3 clusters
  Score: Raw -106546.297809 + Penalty 2215.794936 = -104330.502873
  nChanged 14
		SP:Iteration 7Q (46895.740000 sec): 3 clusters
  Score: Raw -106558.754055 + Penalty 2215.794936 = -104342.959119
  nChanged 13
		SP:Iteration 8Q (46895.930000 sec): 3 clusters
  Score: Raw -106567.333166 + Penalty 2215.794936 = -104351.538230
  nChanged 14
		SP:Iteration 9Q (46896.120000 sec): 3 clusters
  Score: Raw -106581.743899 + Penalty 2215.794936 = -104365.948963
  nChanged 7
		SP:Iteration 10Q (46896.300000 sec): 3 clusters
  Score: Raw -106585.555748 + Penalty 2215.794936 = -104369.760812
  nChanged 5
		SP:Iteration 11Q (46896.450000 sec): 3 clusters
  Score: Raw -106591.862835 + Penalty 2215.794936 = -104376.067899
  nChanged 5
		SP:Iteration 12Q (46896.600000 sec): 3 clusters
  Score: Raw -106596.349146 + Penalty 2215.794936 = -104380.554210
  nChanged 2
		SP:Iteration 13Q (46896.760000 sec): 3 clusters
  Score: Raw -106598.950470 + Penalty 2215.794936 = -104383.155534
  nChanged 2
		SP:Iteration 14Q (46896.920000 sec): 3 clusters
  Score: Raw -106600.545701 + Penalty 2215.794936 = -104384.750765
  nChanged 0
		SP:Iteration 15F (46897.090000 sec): 3 clusters
  Score: Raw -106600.545701 + Penalty 2215.794936 = -104384.750765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46897.200000 sec): 2 clusters
  Score: Raw -240659.633673 + Penalty 1246.596150 = -239413.037523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46897.390000 sec): 3 clusters
  Score: Raw -239714.535914 + Penalty 2493.192300 = -237221.343614
  nChanged 758
		SP:Iteration 1F (46897.590000 sec): 3 clusters
  Score: Raw -240272.513722 + Penalty 2493.192300 = -237779.321422
  nChanged 173
		SP:Iteration 2F (46897.750000 sec): 3 clusters
  Score: Raw -240417.781713 + Penalty 2493.192300 = -237924.589412
  nChanged 117
		SP:Iteration 3F (46897.950000 sec): 3 clusters
  Score: Raw -240521.707935 + Penalty 2493.192300 = -238028.515635
  nChanged 112
		SP:Iteration 4F (46898.130000 sec): 3 clusters
  Score: Raw -240630.059267 + Penalty 2493.192300 = -238136.866967
  nChanged 93
		SP:Iteration 5Q (46898.330000 sec): 3 clusters
  Score: Raw -240723.408039 + Penalty 2493.192300 = -238230.215739
  nChanged 90
		SP:Iteration 6Q (46898.510000 sec): 3 clusters
  Score: Raw -240807.351718 + Penalty 2493.192300 = -238314.159418
  nChanged 70
		SP:Iteration 7Q (46898.650000 sec): 3 clusters
  Score: Raw -240894.591431 + Penalty 2493.192300 = -238401.399131
  nChanged 68
		SP:Iteration 8Q (46898.860000 sec): 3 clusters
  Score: Raw -240963.076409 + Penalty 2493.192300 = -238469.884109
  nChanged 62
		SP:Iteration 9Q (46899.020000 sec): 3 clusters
  Score: Raw -241010.234231 + Penalty 2493.192300 = -238517.041931
  nChanged 42
		SP:Iteration 10Q (46899.200000 sec): 3 clusters
  Score: Raw -241033.620096 + Penalty 2493.192300 = -238540.427796
  nChanged 36
		SP:Iteration 11Q (46899.380000 sec): 3 clusters
  Score: Raw -241054.657077 + Penalty 2493.192300 = -238561.464777
  nChanged 31
		SP:Iteration 12Q (46899.570000 sec): 3 clusters
  Score: Raw -241070.490897 + Penalty 2493.192300 = -238577.298597
  nChanged 24
		SP:Iteration 13Q (46899.760000 sec): 3 clusters
  Score: Raw -241084.535162 + Penalty 2493.192300 = -238591.342862
  nChanged 20
		SP:Iteration 14Q (46899.970000 sec): 3 clusters
  Score: Raw -241102.295104 + Penalty 2493.192300 = -238609.102804
  nChanged 27
		SP:Iteration 15Q (46900.120000 sec): 3 clusters
  Score: Raw -241129.004135 + Penalty 2493.192300 = -238635.811835
  nChanged 26
		SP:Iteration 16Q (46900.330000 sec): 3 clusters
  Score: Raw -241148.488751 + Penalty 2493.192300 = -238655.296451
  nChanged 24
		SP:Iteration 17Q (46900.520000 sec): 3 clusters
  Score: Raw -241167.196312 + Penalty 2493.192300 = -238674.004012
  nChanged 27
		SP:Iteration 18Q (46900.670000 sec): 3 clusters
  Score: Raw -241197.800377 + Penalty 2493.192300 = -238704.608077
  nChanged 33
		SP:Iteration 19Q (46900.840000 sec): 3 clusters
  Score: Raw -241238.591799 + Penalty 2493.192300 = -238745.399499
  nChanged 36
		SP:Iteration 20F (46901.040000 sec): 3 clusters
  Score: Raw -241276.797860 + Penalty 2493.192300 = -238783.605560
  nChanged 31
		SP:Iteration 21Q (46901.200000 sec): 3 clusters
  Score: Raw -241313.287336 + Penalty 2493.192300 = -238820.095036
  nChanged 22
		SP:Iteration 22Q (46901.360000 sec): 3 clusters
  Score: Raw -241339.792349 + Penalty 2493.192300 = -238846.600049
  nChanged 20
		SP:Iteration 23Q (46901.540000 sec): 3 clusters
  Score: Raw -241359.159076 + Penalty 2493.192300 = -238865.966776
  nChanged 12
		SP:Iteration 24Q (46901.730000 sec): 3 clusters
  Score: Raw -241366.607429 + Penalty 2493.192300 = -238873.415129
  nChanged 14
		SP:Iteration 25Q (46901.870000 sec): 3 clusters
  Score: Raw -241378.964081 + Penalty 2493.192300 = -238885.771781
  nChanged 15
		SP:Iteration 26Q (46902.090000 sec): 3 clusters
  Score: Raw -241388.001064 + Penalty 2493.192300 = -238894.808764
  nChanged 16
		SP:Iteration 27Q (46902.270000 sec): 3 clusters
  Score: Raw -241396.919681 + Penalty 2493.192300 = -238903.727381
  nChanged 17
		SP:Iteration 28Q (46902.420000 sec): 3 clusters
  Score: Raw -241406.596244 + Penalty 2493.192300 = -238913.403944
  nChanged 13
		SP:Iteration 29Q (46902.600000 sec): 3 clusters
  Score: Raw -241414.377137 + Penalty 2493.192300 = -238921.184837
  nChanged 10
		SP:Iteration 30Q (46902.790000 sec): 3 clusters
  Score: Raw -241419.183325 + Penalty 2493.192300 = -238925.991025
  nChanged 4
		SP:Iteration 31Q (46902.950000 sec): 3 clusters
  Score: Raw -241423.392385 + Penalty 2493.192300 = -238930.200085
  nChanged 7
		SP:Iteration 32Q (46903.160000 sec): 3 clusters
  Score: Raw -241428.988534 + Penalty 2493.192300 = -238935.796234
  nChanged 7
		SP:Iteration 33Q (46903.310000 sec): 3 clusters
  Score: Raw -241434.728659 + Penalty 2493.192300 = -238941.536359
  nChanged 7
		SP:Iteration 34Q (46903.480000 sec): 3 clusters
  Score: Raw -241438.616250 + Penalty 2493.192300 = -238945.423949
  nChanged 5
		SP:Iteration 35Q (46903.690000 sec): 3 clusters
  Score: Raw -241440.687153 + Penalty 2493.192300 = -238947.494853
  nChanged 5
		SP:Iteration 36Q (46903.870000 sec): 3 clusters
  Score: Raw -241442.665194 + Penalty 2493.192300 = -238949.472894
  nChanged 3
		SP:Iteration 37Q (46904.060000 sec): 3 clusters
  Score: Raw -241443.811960 + Penalty 2493.192300 = -238950.619660
  nChanged 2
		SP:Iteration 38Q (46904.230000 sec): 3 clusters
  Score: Raw -241444.474801 + Penalty 2493.192300 = -238951.282501
  nChanged 0
		SP:Iteration 39F (46904.370000 sec): 3 clusters
  Score: Raw -241444.474801 + Penalty 2493.192300 = -238951.282501
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46904.470000 sec): 2 clusters
  Score: Raw -12130.680789 + Penalty 851.783890 = -11278.896899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46904.640000 sec): 3 clusters
  Score: Raw -12359.597815 + Penalty 1703.567780 = -10656.030035
  nChanged 35
		SP:Iteration 1F (46904.810000 sec): 3 clusters
  Score: Raw -12552.375163 + Penalty 1703.567780 = -10848.807383
  nChanged 18
		SP:Iteration 2F (46904.970000 sec): 3 clusters
  Score: Raw -12668.103089 + Penalty 1703.567780 = -10964.535309
  nChanged 8
		SP:Iteration 3Q (46905.110000 sec): 3 clusters
  Score: Raw -12733.036585 + Penalty 1703.567780 = -11029.468805
  nChanged 3
		SP:Iteration 4Q (46905.320000 sec): 3 clusters
  Score: Raw -12753.147142 + Penalty 1703.567780 = -11049.579362
  nChanged 4
		SP:Iteration 5Q (46905.480000 sec): 3 clusters
  Score: Raw -12777.745428 + Penalty 1703.567780 = -11074.177648
  nChanged 1
		SP:Iteration 6Q (46905.610000 sec): 3 clusters
  Score: Raw -12780.992286 + Penalty 1703.567780 = -11077.424506
  nChanged 1
		SP:Iteration 7Q (46905.750000 sec): 3 clusters
  Score: Raw -12785.292157 + Penalty 1703.567780 = -11081.724377
  nChanged 0
		SP:Iteration 8F (46905.900000 sec): 3 clusters
  Score: Raw -12785.292157 + Penalty 1703.567780 = -11081.724377
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46906.010000 sec): 2 clusters
  Score: Raw -8442.061866 + Penalty 800.678724 = -7641.383143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46906.170000 sec): 3 clusters
  Score: Raw -8931.334286 + Penalty 1601.357448 = -7329.976838
  nChanged 33
		SP:Iteration 1F (46906.360000 sec): 3 clusters
  Score: Raw -9136.188533 + Penalty 1601.357448 = -7534.831086
  nChanged 6
		SP:Iteration 2Q (46906.530000 sec): 3 clusters
  Score: Raw -9247.300224 + Penalty 1601.357448 = -7645.942776
  nChanged 0
		SP:Iteration 3F (46906.710000 sec): 3 clusters
  Score: Raw -9247.300224 + Penalty 1601.357448 = -7645.942776
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 119.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 117 (3249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46906.810000 sec): 2 clusters
  Score: Raw -389666.740178 + Penalty 1313.991662 = -388352.748516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46906.980000 sec): 3 clusters
  Score: Raw -388125.152290 + Penalty 2627.983324 = -385497.168966
  nChanged 1258
		SP:Iteration 1F (46907.150000 sec): 3 clusters
  Score: Raw -388807.351861 + Penalty 2627.983324 = -386179.368537
  nChanged 233
		SP:Iteration 2F (46907.330000 sec): 3 clusters
  Score: Raw -388957.631431 + Penalty 2627.983324 = -386329.648107
  nChanged 170
		SP:Iteration 3F (46907.500000 sec): 3 clusters
  Score: Raw -389054.428417 + Penalty 2627.983324 = -386426.445093
  nChanged 120
		SP:Iteration 4Q (46907.680000 sec): 3 clusters
  Score: Raw -389115.540487 + Penalty 2627.983324 = -386487.557163
  nChanged 95
		SP:Iteration 5Q (46907.830000 sec): 3 clusters
  Score: Raw -389155.189307 + Penalty 2627.983324 = -386527.205983
  nChanged 72
		SP:Iteration 6Q (46907.990000 sec): 3 clusters
  Score: Raw -389185.604783 + Penalty 2627.983324 = -386557.621459
  nChanged 70
		SP:Iteration 7Q (46908.170000 sec): 3 clusters
  Score: Raw -389215.765583 + Penalty 2627.983324 = -386587.782259
  nChanged 62
		SP:Iteration 8Q (46908.320000 sec): 3 clusters
  Score: Raw -389242.283126 + Penalty 2627.983324 = -386614.299802
  nChanged 62
		SP:Iteration 9Q (46908.520000 sec): 3 clusters
  Score: Raw -389269.453969 + Penalty 2627.983324 = -386641.470645
  nChanged 51
		SP:Iteration 10Q (46908.710000 sec): 3 clusters
  Score: Raw -389290.359840 + Penalty 2627.983324 = -386662.376516
  nChanged 49
		SP:Iteration 11Q (46908.870000 sec): 3 clusters
  Score: Raw -389308.203206 + Penalty 2627.983324 = -386680.219882
  nChanged 46
		SP:Iteration 12Q (46909.030000 sec): 3 clusters
  Score: Raw -389323.778221 + Penalty 2627.983324 = -386695.794896
  nChanged 46
		SP:Iteration 13Q (46909.210000 sec): 3 clusters
  Score: Raw -389341.801964 + Penalty 2627.983324 = -386713.818640
  nChanged 43
		SP:Iteration 14Q (46909.370000 sec): 3 clusters
  Score: Raw -389359.654056 + Penalty 2627.983324 = -386731.670732
  nChanged 54
		SP:Iteration 15Q (46909.530000 sec): 3 clusters
  Score: Raw -389383.477332 + Penalty 2627.983324 = -386755.494008
  nChanged 52
		SP:Iteration 16Q (46909.670000 sec): 3 clusters
  Score: Raw -389404.182095 + Penalty 2627.983324 = -386776.198771
  nChanged 46
		SP:Iteration 17Q (46909.870000 sec): 3 clusters
  Score: Raw -389424.694592 + Penalty 2627.983324 = -386796.711268
  nChanged 58
		SP:Iteration 18Q (46910.060000 sec): 3 clusters
  Score: Raw -389451.060981 + Penalty 2627.983324 = -386823.077657
  nChanged 46
		SP:Iteration 19Q (46910.240000 sec): 3 clusters
  Score: Raw -389475.738634 + Penalty 2627.983324 = -386847.755310
  nChanged 56
		SP:Iteration 20F (46910.430000 sec): 3 clusters
  Score: Raw -389502.609317 + Penalty 2627.983324 = -386874.625993
  nChanged 60
		SP:Iteration 21Q (46910.580000 sec): 3 clusters
  Score: Raw -389534.067189 + Penalty 2627.983324 = -386906.083865
  nChanged 57
		SP:Iteration 22Q (46910.700000 sec): 3 clusters
  Score: Raw -389557.325498 + Penalty 2627.983324 = -386929.342174
  nChanged 43
		SP:Iteration 23Q (46910.890000 sec): 3 clusters
  Score: Raw -389575.316811 + Penalty 2627.983324 = -386947.333487
  nChanged 37
		SP:Iteration 24Q (46911.070000 sec): 3 clusters
  Score: Raw -389591.574104 + Penalty 2627.983324 = -386963.590780
  nChanged 32
		SP:Iteration 25Q (46911.270000 sec): 3 clusters
  Score: Raw -389607.900240 + Penalty 2627.983324 = -386979.916916
  nChanged 31
		SP:Iteration 26Q (46911.490000 sec): 3 clusters
  Score: Raw -389623.112586 + Penalty 2627.983324 = -386995.129261
  nChanged 30
		SP:Iteration 27Q (46911.670000 sec): 3 clusters
  Score: Raw -389642.795689 + Penalty 2627.983324 = -387014.812365
  nChanged 33
		SP:Iteration 28Q (46911.850000 sec): 3 clusters
  Score: Raw -389658.412476 + Penalty 2627.983324 = -387030.429151
  nChanged 31
		SP:Iteration 29Q (46912.010000 sec): 3 clusters
  Score: Raw -389671.436344 + Penalty 2627.983324 = -387043.453020
  nChanged 34
		SP:Iteration 30Q (46912.210000 sec): 3 clusters
  Score: Raw -389685.296867 + Penalty 2627.983324 = -387057.313543
  nChanged 28
		SP:Iteration 31Q (46912.380000 sec): 3 clusters
  Score: Raw -389700.413214 + Penalty 2627.983324 = -387072.429890
  nChanged 44
		SP:Iteration 32Q (46912.550000 sec): 3 clusters
  Score: Raw -389722.515029 + Penalty 2627.983324 = -387094.531705
  nChanged 39
		SP:Iteration 33Q (46912.710000 sec): 3 clusters
  Score: Raw -389740.938618 + Penalty 2627.983324 = -387112.955294
  nChanged 32
		SP:Iteration 34Q (46912.880000 sec): 3 clusters
  Score: Raw -389757.351165 + Penalty 2627.983324 = -387129.367841
  nChanged 29
		SP:Iteration 35Q (46913.050000 sec): 3 clusters
  Score: Raw -389771.888690 + Penalty 2627.983324 = -387143.905366
  nChanged 29
		SP:Iteration 36Q (46913.250000 sec): 3 clusters
  Score: Raw -389783.655313 + Penalty 2627.983324 = -387155.671988
  nChanged 23
		SP:Iteration 37Q (46913.440000 sec): 3 clusters
  Score: Raw -389791.797788 + Penalty 2627.983324 = -387163.814464
  nChanged 16
		SP:Iteration 38Q (46913.620000 sec): 3 clusters
  Score: Raw -389799.144579 + Penalty 2627.983324 = -387171.161255
  nChanged 13
		SP:Iteration 39Q (46913.800000 sec): 3 clusters
  Score: Raw -389805.183290 + Penalty 2627.983324 = -387177.199966
  nChanged 19
		SP:Iteration 40F (46913.980000 sec): 3 clusters
  Score: Raw -389813.659674 + Penalty 2627.983324 = -387185.676350
  nChanged 19
		SP:Iteration 41Q (46914.160000 sec): 3 clusters
  Score: Raw -389824.179471 + Penalty 2627.983324 = -387196.196147
  nChanged 16
		SP:Iteration 42Q (46914.320000 sec): 3 clusters
  Score: Raw -389832.858375 + Penalty 2627.983324 = -387204.875051
  nChanged 15
		SP:Iteration 43Q (46914.540000 sec): 3 clusters
  Score: Raw -389840.887763 + Penalty 2627.983324 = -387212.904439
  nChanged 12
		SP:Iteration 44Q (46914.700000 sec): 3 clusters
  Score: Raw -389847.550512 + Penalty 2627.983324 = -387219.567188
  nChanged 9
		SP:Iteration 45Q (46914.890000 sec): 3 clusters
  Score: Raw -389852.814937 + Penalty 2627.983324 = -387224.831613
  nChanged 12
		SP:Iteration 46Q (46915.050000 sec): 3 clusters
  Score: Raw -389863.548755 + Penalty 2627.983324 = -387235.565431
  nChanged 10
		SP:Iteration 47Q (46915.220000 sec): 3 clusters
  Score: Raw -389870.148491 + Penalty 2627.983324 = -387242.165167
  nChanged 13
		SP:Iteration 48Q (46915.420000 sec): 3 clusters
  Score: Raw -389876.075093 + Penalty 2627.983324 = -387248.091769
  nChanged 7
		SP:Iteration 49Q (46915.610000 sec): 3 clusters
  Score: Raw -389881.681843 + Penalty 2627.983324 = -387253.698518
  nChanged 12
		SP:Iteration 50Q (46915.810000 sec): 3 clusters
  Score: Raw -389888.222474 + Penalty 2627.983324 = -387260.239150
  nChanged 12
		SP:Iteration 51Q (46915.990000 sec): 3 clusters
  Score: Raw -389895.206757 + Penalty 2627.983324 = -387267.223432
  nChanged 16
		SP:Iteration 52Q (46916.160000 sec): 3 clusters
  Score: Raw -389905.552648 + Penalty 2627.983324 = -387277.569324
  nChanged 8
		SP:Iteration 53Q (46916.380000 sec): 3 clusters
  Score: Raw -389908.882468 + Penalty 2627.983324 = -387280.899144
  nChanged 5
		SP:Iteration 54Q (46916.550000 sec): 3 clusters
  Score: Raw -389911.556902 + Penalty 2627.983324 = -387283.573578
  nChanged 5
		SP:Iteration 55Q (46916.710000 sec): 3 clusters
  Score: Raw -389914.355296 + Penalty 2627.983324 = -387286.371971
  nChanged 2
		SP:Iteration 56Q (46916.930000 sec): 3 clusters
  Score: Raw -389915.900175 + Penalty 2627.983324 = -387287.916851
  nChanged 4
		SP:Iteration 57Q (46917.110000 sec): 3 clusters
  Score: Raw -389917.599557 + Penalty 2627.983324 = -387289.616233
  nChanged 1
		SP:Iteration 58Q (46917.280000 sec): 3 clusters
  Score: Raw -389917.918291 + Penalty 2627.983324 = -387289.934967
  nChanged 0
		SP:Iteration 59F (46917.490000 sec): 3 clusters
  Score: Raw -389917.918291 + Penalty 2627.983324 = -387289.934967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 118 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46917.560000 sec): 2 clusters
  Score: Raw -26668.858113 + Penalty 943.334432 = -25725.523681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46917.720000 sec): 3 clusters
  Score: Raw -26808.942306 + Penalty 1886.668865 = -24922.273441
  nChanged 83
		SP:Iteration 1F (46917.910000 sec): 3 clusters
  Score: Raw -27042.253993 + Penalty 1886.668865 = -25155.585128
  nChanged 17
		SP:Iteration 2F (46918.070000 sec): 3 clusters
  Score: Raw -27116.853299 + Penalty 1886.668865 = -25230.184434
  nChanged 14
		SP:Iteration 3Q (46918.240000 sec): 3 clusters
  Score: Raw -27172.364343 + Penalty 1886.668865 = -25285.695478
  nChanged 7
		SP:Iteration 4Q (46918.420000 sec): 3 clusters
  Score: Raw -27200.268346 + Penalty 1886.668865 = -25313.599481
  nChanged 6
		SP:Iteration 5Q (46918.590000 sec): 3 clusters
  Score: Raw -27234.916961 + Penalty 1886.668865 = -25348.248097
  nChanged 5
		SP:Iteration 6Q (46918.780000 sec): 3 clusters
  Score: Raw -27253.658208 + Penalty 1886.668865 = -25366.989343
  nChanged 1
		SP:Iteration 7Q (46918.970000 sec): 3 clusters
  Score: Raw -27256.987763 + Penalty 1886.668865 = -25370.318898
  nChanged 1
		SP:Iteration 8Q (46919.120000 sec): 3 clusters
  Score: Raw -27261.204423 + Penalty 1886.668865 = -25374.535558
  nChanged 0
		SP:Iteration 9F (46919.310000 sec): 3 clusters
  Score: Raw -27261.204423 + Penalty 1886.668865 = -25374.535558
  nChanged 0
Deleting Class 116 (31 points): Lose 784.568429 but Gain 2229.672479
Iteration 358F (47099.510000 sec): 119 clusters
  Score: Raw -106216164.757326 + Penalty 263101.352486 = -105953063.404840
  nChanged 55
Iteration 359Q (47211.610000 sec): 119 clusters
  Score: Raw -106216471.485596 + Penalty 263101.352486 = -105953370.133110
  nChanged 11
Iteration 360F (47387.670000 sec): 119 clusters
  Score: Raw -106216546.989186 + Penalty 263101.352486 = -105953445.636700
  nChanged 4
Iteration 361Q (47491.640000 sec): 119 clusters
  Score: Raw -106216628.460033 + Penalty 263101.352486 = -105953527.107547
  nChanged 7
Iteration 362Q (47605.400000 sec): 119 clusters
  Score: Raw -106216695.794756 + Penalty 263101.352486 = -105953594.442270
  nChanged 10
Iteration 363Q (47721.610000 sec): 119 clusters
  Score: Raw -106216719.079795 + Penalty 263101.352486 = -105953617.727309
  nChanged 8
Iteration 364Q (47841.080000 sec): 119 clusters
  Score: Raw -106216747.460446 + Penalty 263101.352486 = -105953646.107960
  nChanged 6
Iteration 365Q (47964.840000 sec): 119 clusters
  Score: Raw -106216766.459922 + Penalty 263101.352486 = -105953665.107435
  nChanged 4
Iteration 366Q (48081.070000 sec): 119 clusters
  Score: Raw -106216777.620609 + Penalty 263101.352486 = -105953676.268123
  nChanged 3
Iteration 367Q (48185.970000 sec): 119 clusters
  Score: Raw -106216788.055902 + Penalty 263101.352486 = -105953686.703416
  nChanged 5
Iteration 368Q (48311.900000 sec): 119 clusters
  Score: Raw -106216807.190723 + Penalty 263101.352486 = -105953705.838237
  nChanged 7
Iteration 369Q (48437.030000 sec): 119 clusters
  Score: Raw -106216821.991312 + Penalty 263101.352486 = -105953720.638826
  nChanged 8
Iteration 370Q (48554.100000 sec): 119 clusters
  Score: Raw -106216828.437096 + Penalty 263101.352486 = -105953727.084610
  nChanged 12
Iteration 371Q (48678.090000 sec): 119 clusters
  Score: Raw -106216832.504287 + Penalty 263101.352486 = -105953731.151801
  nChanged 16
Iteration 372Q (48796.060000 sec): 119 clusters
  Score: Raw -106216836.864551 + Penalty 263101.352486 = -105953735.512065
  nChanged 13
Iteration 373Q (48903.590000 sec): 119 clusters
  Score: Raw -106216842.511764 + Penalty 263101.352486 = -105953741.159278
  nChanged 17
Iteration 374Q (49026.510000 sec): 119 clusters
  Score: Raw -106216847.384590 + Penalty 263101.352486 = -105953746.032104
  nChanged 17
Iteration 375Q (49141.730000 sec): 119 clusters
  Score: Raw -106216852.751519 + Penalty 263101.352486 = -105953751.399033
  nChanged 17
Iteration 376Q (49258.030000 sec): 119 clusters
  Score: Raw -106216856.441536 + Penalty 263101.352486 = -105953755.089049
  nChanged 17
Iteration 377Q (49384.270000 sec): 119 clusters
  Score: Raw -106216860.974700 + Penalty 263101.352486 = -105953759.622214
  nChanged 23
Iteration 378Q (49512.790000 sec): 119 clusters
  Score: Raw -106216865.532554 + Penalty 263101.352486 = -105953764.180067
  nChanged 30
Writing temp clu file 
Because OldScore, -105953759.622214, is greater than current (better) Score,-105953764.180067 
 Compute initial score before splitting:   Score: Raw -106216865.532554 + Penalty 263101.352486 = -105953764.180067
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49513.130000 sec): 2 clusters
  Score: Raw -137868.281227 + Penalty 1164.643655 = -136703.637572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49513.320000 sec): 3 clusters
  Score: Raw -137418.690101 + Penalty 2329.287310 = -135089.402791
  nChanged 418
		SP:Iteration 1F (49513.520000 sec): 3 clusters
  Score: Raw -137757.924181 + Penalty 2329.287310 = -135428.636871
  nChanged 116
		SP:Iteration 2F (49513.700000 sec): 3 clusters
  Score: Raw -137869.707033 + Penalty 2329.287310 = -135540.419723
  nChanged 66
		SP:Iteration 3F (49513.880000 sec): 3 clusters
  Score: Raw -137945.941898 + Penalty 2329.287310 = -135616.654588
  nChanged 47
		SP:Iteration 4Q (49514.050000 sec): 3 clusters
  Score: Raw -137996.906989 + Penalty 2329.287310 = -135667.619679
  nChanged 40
		SP:Iteration 5Q (49514.220000 sec): 3 clusters
  Score: Raw -138050.935810 + Penalty 2329.287310 = -135721.648500
  nChanged 47
		SP:Iteration 6Q (49514.400000 sec): 3 clusters
  Score: Raw -138110.236424 + Penalty 2329.287310 = -135780.949114
  nChanged 42
		SP:Iteration 7Q (49514.550000 sec): 3 clusters
  Score: Raw -138151.488852 + Penalty 2329.287310 = -135822.201542
  nChanged 26
		SP:Iteration 8Q (49514.760000 sec): 3 clusters
  Score: Raw -138171.419466 + Penalty 2329.287310 = -135842.132156
  nChanged 18
		SP:Iteration 9Q (49514.940000 sec): 3 clusters
  Score: Raw -138190.832367 + Penalty 2329.287310 = -135861.545057
  nChanged 16
		SP:Iteration 10Q (49515.120000 sec): 3 clusters
  Score: Raw -138208.229440 + Penalty 2329.287310 = -135878.942130
  nChanged 18
		SP:Iteration 11Q (49515.300000 sec): 3 clusters
  Score: Raw -138226.566916 + Penalty 2329.287310 = -135897.279606
  nChanged 23
		SP:Iteration 12Q (49515.450000 sec): 3 clusters
  Score: Raw -138250.478701 + Penalty 2329.287310 = -135921.191391
  nChanged 21
		SP:Iteration 13Q (49515.620000 sec): 3 clusters
  Score: Raw -138283.546792 + Penalty 2329.287310 = -135954.259482
  nChanged 21
		SP:Iteration 14Q (49515.820000 sec): 3 clusters
  Score: Raw -138305.580738 + Penalty 2329.287310 = -135976.293428
  nChanged 15
		SP:Iteration 15Q (49515.990000 sec): 3 clusters
  Score: Raw -138328.779947 + Penalty 2329.287310 = -135999.492637
  nChanged 19
		SP:Iteration 16Q (49516.150000 sec): 3 clusters
  Score: Raw -138355.998877 + Penalty 2329.287310 = -136026.711567
  nChanged 16
		SP:Iteration 17Q (49516.330000 sec): 3 clusters
  Score: Raw -138372.017520 + Penalty 2329.287310 = -136042.730210
  nChanged 13
		SP:Iteration 18Q (49516.510000 sec): 3 clusters
  Score: Raw -138382.654709 + Penalty 2329.287310 = -136053.367399
  nChanged 12
		SP:Iteration 19Q (49516.700000 sec): 3 clusters
  Score: Raw -138391.545900 + Penalty 2329.287310 = -136062.258590
  nChanged 12
		SP:Iteration 20F (49516.860000 sec): 3 clusters
  Score: Raw -138402.338503 + Penalty 2329.287310 = -136073.051193
  nChanged 11
		SP:Iteration 21Q (49517.090000 sec): 3 clusters
  Score: Raw -138412.494344 + Penalty 2329.287310 = -136083.207034
  nChanged 7
		SP:Iteration 22Q (49517.260000 sec): 3 clusters
  Score: Raw -138416.388393 + Penalty 2329.287310 = -136087.101083
  nChanged 3
		SP:Iteration 23Q (49517.420000 sec): 3 clusters
  Score: Raw -138417.714164 + Penalty 2329.287310 = -136088.426854
  nChanged 1
		SP:Iteration 24Q (49517.630000 sec): 3 clusters
  Score: Raw -138418.539672 + Penalty 2329.287310 = -136089.252362
  nChanged 0
		SP:Iteration 25F (49517.810000 sec): 3 clusters
  Score: Raw -138418.539672 + Penalty 2329.287310 = -136089.252362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49517.890000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49518.100000 sec): 3 clusters
  Score: Raw -309637.724272 + Penalty 2560.769733 = -307076.954539
  nChanged 966
		SP:Iteration 1F (49518.280000 sec): 3 clusters
  Score: Raw -310196.509388 + Penalty 2560.769733 = -307635.739656
  nChanged 209
		SP:Iteration 2F (49518.460000 sec): 3 clusters
  Score: Raw -310327.532461 + Penalty 2560.769733 = -307766.762729
  nChanged 110
		SP:Iteration 3Q (49518.600000 sec): 3 clusters
  Score: Raw -310396.135053 + Penalty 2560.769733 = -307835.365320
  nChanged 81
		SP:Iteration 4Q (49518.800000 sec): 3 clusters
  Score: Raw -310449.142063 + Penalty 2560.769733 = -307888.372331
  nChanged 72
		SP:Iteration 5Q (49518.980000 sec): 3 clusters
  Score: Raw -310501.866704 + Penalty 2560.769733 = -307941.096971
  nChanged 67
		SP:Iteration 6Q (49519.160000 sec): 3 clusters
  Score: Raw -310550.427952 + Penalty 2560.769733 = -307989.658219
  nChanged 62
		SP:Iteration 7Q (49519.360000 sec): 3 clusters
  Score: Raw -310593.506395 + Penalty 2560.769733 = -308032.736662
  nChanged 61
		SP:Iteration 8Q (49519.540000 sec): 3 clusters
  Score: Raw -310651.575228 + Penalty 2560.769733 = -308090.805496
  nChanged 60
		SP:Iteration 9Q (49519.700000 sec): 3 clusters
  Score: Raw -310703.091696 + Penalty 2560.769733 = -308142.321963
  nChanged 52
		SP:Iteration 10Q (49519.830000 sec): 3 clusters
  Score: Raw -310738.595715 + Penalty 2560.769733 = -308177.825982
  nChanged 43
		SP:Iteration 11Q (49520.000000 sec): 3 clusters
  Score: Raw -310762.750940 + Penalty 2560.769733 = -308201.981208
  nChanged 31
		SP:Iteration 12Q (49520.210000 sec): 3 clusters
  Score: Raw -310780.670115 + Penalty 2560.769733 = -308219.900382
  nChanged 35
		SP:Iteration 13Q (49520.370000 sec): 3 clusters
  Score: Raw -310804.667796 + Penalty 2560.769733 = -308243.898063
  nChanged 42
		SP:Iteration 14Q (49520.530000 sec): 3 clusters
  Score: Raw -310828.701712 + Penalty 2560.769733 = -308267.931980
  nChanged 39
		SP:Iteration 15Q (49520.710000 sec): 3 clusters
  Score: Raw -310848.655267 + Penalty 2560.769733 = -308287.885534
  nChanged 30
		SP:Iteration 16Q (49520.850000 sec): 3 clusters
  Score: Raw -310866.288787 + Penalty 2560.769733 = -308305.519054
  nChanged 30
		SP:Iteration 17Q (49521.070000 sec): 3 clusters
  Score: Raw -310884.970659 + Penalty 2560.769733 = -308324.200927
  nChanged 30
		SP:Iteration 18Q (49521.240000 sec): 3 clusters
  Score: Raw -310907.039249 + Penalty 2560.769733 = -308346.269517
  nChanged 32
		SP:Iteration 19Q (49521.420000 sec): 3 clusters
  Score: Raw -310924.571128 + Penalty 2560.769733 = -308363.801395
  nChanged 28
		SP:Iteration 20F (49521.630000 sec): 3 clusters
  Score: Raw -310942.655204 + Penalty 2560.769733 = -308381.885472
  nChanged 31
		SP:Iteration 21Q (49521.770000 sec): 3 clusters
  Score: Raw -310962.921676 + Penalty 2560.769733 = -308402.151944
  nChanged 33
		SP:Iteration 22Q (49521.960000 sec): 3 clusters
  Score: Raw -310983.966576 + Penalty 2560.769733 = -308423.196843
  nChanged 35
		SP:Iteration 23Q (49522.170000 sec): 3 clusters
  Score: Raw -311008.567307 + Penalty 2560.769733 = -308447.797575
  nChanged 32
		SP:Iteration 24Q (49522.330000 sec): 3 clusters
  Score: Raw -311032.013230 + Penalty 2560.769733 = -308471.243498
  nChanged 37
		SP:Iteration 25Q (49522.550000 sec): 3 clusters
  Score: Raw -311065.468341 + Penalty 2560.769733 = -308504.698608
  nChanged 44
		SP:Iteration 26Q (49522.700000 sec): 3 clusters
  Score: Raw -311108.605883 + Penalty 2560.769733 = -308547.836151
  nChanged 51
		SP:Iteration 27Q (49522.870000 sec): 3 clusters
  Score: Raw -311147.523147 + Penalty 2560.769733 = -308586.753414
  nChanged 41
		SP:Iteration 28Q (49523.050000 sec): 3 clusters
  Score: Raw -311174.355767 + Penalty 2560.769733 = -308613.586034
  nChanged 33
		SP:Iteration 29Q (49523.250000 sec): 3 clusters
  Score: Raw -311194.355586 + Penalty 2560.769733 = -308633.585853
  nChanged 32
		SP:Iteration 30Q (49523.430000 sec): 3 clusters
  Score: Raw -311216.709221 + Penalty 2560.769733 = -308655.939489
  nChanged 28
		SP:Iteration 31Q (49523.620000 sec): 3 clusters
  Score: Raw -311237.561624 + Penalty 2560.769733 = -308676.791891
  nChanged 28
		SP:Iteration 32Q (49523.780000 sec): 3 clusters
  Score: Raw -311260.453863 + Penalty 2560.769733 = -308699.684131
  nChanged 29
		SP:Iteration 33Q (49523.920000 sec): 3 clusters
  Score: Raw -311281.831122 + Penalty 2560.769733 = -308721.061389
  nChanged 32
		SP:Iteration 34Q (49524.120000 sec): 3 clusters
  Score: Raw -311298.546834 + Penalty 2560.769733 = -308737.777102
  nChanged 20
		SP:Iteration 35Q (49524.310000 sec): 3 clusters
  Score: Raw -311307.888059 + Penalty 2560.769733 = -308747.118327
  nChanged 12
		SP:Iteration 36Q (49524.480000 sec): 3 clusters
  Score: Raw -311313.564524 + Penalty 2560.769733 = -308752.794791
  nChanged 18
		SP:Iteration 37Q (49524.670000 sec): 3 clusters
  Score: Raw -311324.284210 + Penalty 2560.769733 = -308763.514477
  nChanged 18
		SP:Iteration 38Q (49524.830000 sec): 3 clusters
  Score: Raw -311333.155673 + Penalty 2560.769733 = -308772.385941
  nChanged 18
		SP:Iteration 39Q (49525.000000 sec): 3 clusters
  Score: Raw -311343.080772 + Penalty 2560.769733 = -308782.311040
  nChanged 20
		SP:Iteration 40F (49525.150000 sec): 3 clusters
  Score: Raw -311352.148136 + Penalty 2560.769733 = -308791.378403
  nChanged 6
		SP:Iteration 41Q (49525.340000 sec): 3 clusters
  Score: Raw -311355.648913 + Penalty 2560.769733 = -308794.879181
  nChanged 11
		SP:Iteration 42Q (49525.540000 sec): 3 clusters
  Score: Raw -311359.892836 + Penalty 2560.769733 = -308799.123103
  nChanged 8
		SP:Iteration 43Q (49525.720000 sec): 3 clusters
  Score: Raw -311363.830333 + Penalty 2560.769733 = -308803.060600
  nChanged 11
		SP:Iteration 44Q (49525.860000 sec): 3 clusters
  Score: Raw -311371.444477 + Penalty 2560.769733 = -308810.674745
  nChanged 15
		SP:Iteration 45Q (49526.050000 sec): 3 clusters
  Score: Raw -311380.333488 + Penalty 2560.769733 = -308819.563755
  nChanged 20
		SP:Iteration 46Q (49526.200000 sec): 3 clusters
  Score: Raw -311394.667391 + Penalty 2560.769733 = -308833.897658
  nChanged 18
		SP:Iteration 47Q (49526.390000 sec): 3 clusters
  Score: Raw -311404.026898 + Penalty 2560.769733 = -308843.257166
  nChanged 10
		SP:Iteration 48Q (49526.560000 sec): 3 clusters
  Score: Raw -311409.931474 + Penalty 2560.769733 = -308849.161742
  nChanged 9
		SP:Iteration 49Q (49526.780000 sec): 3 clusters
  Score: Raw -311417.207868 + Penalty 2560.769733 = -308856.438135
  nChanged 11
		SP:Iteration 50Q (49526.930000 sec): 3 clusters
  Score: Raw -311423.421164 + Penalty 2560.769733 = -308862.651431
  nChanged 13
		SP:Iteration 51Q (49527.160000 sec): 3 clusters
  Score: Raw -311430.886494 + Penalty 2560.769733 = -308870.116761
  nChanged 9
		SP:Iteration 52Q (49527.340000 sec): 3 clusters
  Score: Raw -311435.492438 + Penalty 2560.769733 = -308874.722705
  nChanged 13
		SP:Iteration 53Q (49527.490000 sec): 3 clusters
  Score: Raw -311443.056584 + Penalty 2560.769733 = -308882.286851
  nChanged 18
		SP:Iteration 54Q (49527.660000 sec): 3 clusters
  Score: Raw -311454.224363 + Penalty 2560.769733 = -308893.454630
  nChanged 15
		SP:Iteration 55Q (49527.850000 sec): 3 clusters
  Score: Raw -311464.560449 + Penalty 2560.769733 = -308903.790716
  nChanged 17
		SP:Iteration 56Q (49528.040000 sec): 3 clusters
  Score: Raw -311475.100193 + Penalty 2560.769733 = -308914.330461
  nChanged 12
		SP:Iteration 57Q (49528.170000 sec): 3 clusters
  Score: Raw -311481.712104 + Penalty 2560.769733 = -308920.942371
  nChanged 6
		SP:Iteration 58Q (49528.370000 sec): 3 clusters
  Score: Raw -311483.841543 + Penalty 2560.769733 = -308923.071810
  nChanged 3
		SP:Iteration 59Q (49528.540000 sec): 3 clusters
  Score: Raw -311484.998790 + Penalty 2560.769733 = -308924.229057
  nChanged 3
		SP:Iteration 60F (49528.700000 sec): 3 clusters
  Score: Raw -311486.402395 + Penalty 2560.769733 = -308925.632662
  nChanged 3
		SP:Iteration 61Q (49528.820000 sec): 3 clusters
  Score: Raw -311487.306458 + Penalty 2560.769733 = -308926.536725
  nChanged 2
		SP:Iteration 62Q (49529.030000 sec): 3 clusters
  Score: Raw -311488.147891 + Penalty 2560.769733 = -308927.378158
  nChanged 2
		SP:Iteration 63Q (49529.190000 sec): 3 clusters
  Score: Raw -311489.262731 + Penalty 2560.769733 = -308928.492998
  nChanged 4
		SP:Iteration 64Q (49529.400000 sec): 3 clusters
  Score: Raw -311491.771046 + Penalty 2560.769733 = -308931.001314
  nChanged 5
		SP:Iteration 65Q (49529.580000 sec): 3 clusters
  Score: Raw -311493.807052 + Penalty 2560.769733 = -308933.037320
  nChanged 4
		SP:Iteration 66Q (49529.740000 sec): 3 clusters
  Score: Raw -311495.811443 + Penalty 2560.769733 = -308935.041710
  nChanged 7
		SP:Iteration 67Q (49529.940000 sec): 3 clusters
  Score: Raw -311500.264183 + Penalty 2560.769733 = -308939.494450
  nChanged 11
		SP:Iteration 68Q (49530.140000 sec): 3 clusters
  Score: Raw -311508.320771 + Penalty 2560.769733 = -308947.551038
  nChanged 13
		SP:Iteration 69Q (49530.250000 sec): 3 clusters
  Score: Raw -311517.002329 + Penalty 2560.769733 = -308956.232597
  nChanged 14
		SP:Iteration 70Q (49530.450000 sec): 3 clusters
  Score: Raw -311523.975643 + Penalty 2560.769733 = -308963.205910
  nChanged 9
		SP:Iteration 71Q (49530.630000 sec): 3 clusters
  Score: Raw -311528.420495 + Penalty 2560.769733 = -308967.650763
  nChanged 6
		SP:Iteration 72Q (49530.800000 sec): 3 clusters
  Score: Raw -311530.847378 + Penalty 2560.769733 = -308970.077646
  nChanged 4
		SP:Iteration 73Q (49530.960000 sec): 3 clusters
  Score: Raw -311532.599236 + Penalty 2560.769733 = -308971.829503
  nChanged 4
		SP:Iteration 74Q (49531.130000 sec): 3 clusters
  Score: Raw -311534.578722 + Penalty 2560.769733 = -308973.808990
  nChanged 2
		SP:Iteration 75Q (49531.350000 sec): 3 clusters
  Score: Raw -311535.007924 + Penalty 2560.769733 = -308974.238191
  nChanged 2
		SP:Iteration 76Q (49531.490000 sec): 3 clusters
  Score: Raw -311535.791745 + Penalty 2560.769733 = -308975.022012
  nChanged 1
		SP:Iteration 77Q (49531.680000 sec): 3 clusters
  Score: Raw -311536.554122 + Penalty 2560.769733 = -308975.784390
  nChanged 1
		SP:Iteration 78Q (49531.850000 sec): 3 clusters
  Score: Raw -311537.434935 + Penalty 2560.769733 = -308976.665203
  nChanged 0
		SP:Iteration 79F (49532.030000 sec): 3 clusters
  Score: Raw -311537.434935 + Penalty 2560.769733 = -308976.665203
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49532.450000 sec): 2 clusters
  Score: Raw -6160668.197691 + Penalty 1757.177171 = -6158911.020520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49532.860000 sec): 3 clusters
  Score: Raw -6129242.744871 + Penalty 3514.354341 = -6125728.390530
  nChanged 23228
		SP:Iteration 1F (49533.310000 sec): 3 clusters
  Score: Raw -6142547.326105 + Penalty 3514.354341 = -6139032.971764
  nChanged 1766
		SP:Iteration 2Q (49533.730000 sec): 3 clusters
  Score: Raw -6143037.163045 + Penalty 3514.354341 = -6139522.808704
  nChanged 1829
		SP:Iteration 3Q (49534.130000 sec): 3 clusters
  Score: Raw -6143567.531508 + Penalty 3514.354341 = -6140053.177167
  nChanged 1906
		SP:Iteration 4Q (49534.600000 sec): 3 clusters
  Score: Raw -6144199.091398 + Penalty 3514.354341 = -6140684.737057
  nChanged 2003
		SP:Iteration 5Q (49535.040000 sec): 3 clusters
  Score: Raw -6144927.377920 + Penalty 3514.354341 = -6141413.023578
  nChanged 2077
		SP:Iteration 6Q (49535.500000 sec): 3 clusters
  Score: Raw -6145839.556288 + Penalty 3514.354341 = -6142325.201946
  nChanged 2241
		SP:Iteration 7Q (49535.970000 sec): 3 clusters
  Score: Raw -6147004.841524 + Penalty 3514.354341 = -6143490.487183
  nChanged 2481
		SP:Iteration 8Q (49536.410000 sec): 3 clusters
  Score: Raw -6148543.200886 + Penalty 3514.354341 = -6145028.846545
  nChanged 2721
		SP:Iteration 9F (49536.850000 sec): 3 clusters
  Score: Raw -6150311.905712 + Penalty 3514.354341 = -6146797.551371
  nChanged 2627
		SP:Iteration 10F (49537.270000 sec): 3 clusters
  Score: Raw -6151900.538148 + Penalty 3514.354341 = -6148386.183807
  nChanged 2129
		SP:Iteration 11Q (49537.730000 sec): 3 clusters
  Score: Raw -6152847.232223 + Penalty 3514.354341 = -6149332.877882
  nChanged 1533
		SP:Iteration 12Q (49538.120000 sec): 3 clusters
  Score: Raw -6153371.025879 + Penalty 3514.354341 = -6149856.671537
  nChanged 1061
		SP:Iteration 13Q (49538.560000 sec): 3 clusters
  Score: Raw -6153668.966407 + Penalty 3514.354341 = -6150154.612066
  nChanged 810
		SP:Iteration 14Q (49538.930000 sec): 3 clusters
  Score: Raw -6153891.705520 + Penalty 3514.354341 = -6150377.351179
  nChanged 726
		SP:Iteration 15Q (49539.360000 sec): 3 clusters
  Score: Raw -6154090.593021 + Penalty 3514.354341 = -6150576.238679
  nChanged 649
		SP:Iteration 16Q (49539.770000 sec): 3 clusters
  Score: Raw -6154275.691202 + Penalty 3514.354341 = -6150761.336860
  nChanged 671
		SP:Iteration 17Q (49540.170000 sec): 3 clusters
  Score: Raw -6154475.534579 + Penalty 3514.354341 = -6150961.180238
  nChanged 684
		SP:Iteration 18Q (49540.610000 sec): 3 clusters
  Score: Raw -6154690.886543 + Penalty 3514.354341 = -6151176.532202
  nChanged 692
		SP:Iteration 19Q (49540.990000 sec): 3 clusters
  Score: Raw -6154908.521884 + Penalty 3514.354341 = -6151394.167543
  nChanged 660
		SP:Iteration 20F (49541.370000 sec): 3 clusters
  Score: Raw -6155091.700395 + Penalty 3514.354341 = -6151577.346054
  nChanged 634
		SP:Iteration 21Q (49541.780000 sec): 3 clusters
  Score: Raw -6155251.711887 + Penalty 3514.354341 = -6151737.357545
  nChanged 569
		SP:Iteration 22Q (49542.200000 sec): 3 clusters
  Score: Raw -6155388.601822 + Penalty 3514.354341 = -6151874.247480
  nChanged 512
		SP:Iteration 23Q (49542.590000 sec): 3 clusters
  Score: Raw -6155506.083033 + Penalty 3514.354341 = -6151991.728691
  nChanged 466
		SP:Iteration 24Q (49543.030000 sec): 3 clusters
  Score: Raw -6155605.822816 + Penalty 3514.354341 = -6152091.468475
  nChanged 456
		SP:Iteration 25Q (49543.460000 sec): 3 clusters
  Score: Raw -6155704.713059 + Penalty 3514.354341 = -6152190.358718
  nChanged 422
		SP:Iteration 26Q (49543.870000 sec): 3 clusters
  Score: Raw -6155787.536178 + Penalty 3514.354341 = -6152273.181836
  nChanged 409
		SP:Iteration 27Q (49544.280000 sec): 3 clusters
  Score: Raw -6155857.936590 + Penalty 3514.354341 = -6152343.582249
  nChanged 350
		SP:Iteration 28Q (49544.660000 sec): 3 clusters
  Score: Raw -6155919.016603 + Penalty 3514.354341 = -6152404.662261
  nChanged 354
		SP:Iteration 29Q (49545.050000 sec): 3 clusters
  Score: Raw -6155981.043203 + Penalty 3514.354341 = -6152466.688862
  nChanged 340
		SP:Iteration 30Q (49545.480000 sec): 3 clusters
  Score: Raw -6156038.958561 + Penalty 3514.354341 = -6152524.604220
  nChanged 334
		SP:Iteration 31Q (49545.880000 sec): 3 clusters
  Score: Raw -6156095.934324 + Penalty 3514.354341 = -6152581.579982
  nChanged 333
		SP:Iteration 32Q (49546.310000 sec): 3 clusters
  Score: Raw -6156157.232566 + Penalty 3514.354341 = -6152642.878225
  nChanged 322
		SP:Iteration 33Q (49546.730000 sec): 3 clusters
  Score: Raw -6156212.029085 + Penalty 3514.354341 = -6152697.674743
  nChanged 272
		SP:Iteration 34Q (49547.160000 sec): 3 clusters
  Score: Raw -6156253.546684 + Penalty 3514.354341 = -6152739.192343
  nChanged 228
		SP:Iteration 35Q (49547.590000 sec): 3 clusters
  Score: Raw -6156286.130231 + Penalty 3514.354341 = -6152771.775889
  nChanged 222
		SP:Iteration 36Q (49548.010000 sec): 3 clusters
  Score: Raw -6156317.791622 + Penalty 3514.354341 = -6152803.437281
  nChanged 227
		SP:Iteration 37Q (49548.410000 sec): 3 clusters
  Score: Raw -6156348.211195 + Penalty 3514.354341 = -6152833.856853
  nChanged 211
		SP:Iteration 38Q (49548.810000 sec): 3 clusters
  Score: Raw -6156375.875269 + Penalty 3514.354341 = -6152861.520928
  nChanged 218
		SP:Iteration 39Q (49549.220000 sec): 3 clusters
  Score: Raw -6156407.864323 + Penalty 3514.354341 = -6152893.509982
  nChanged 244
		SP:Iteration 40F (49549.640000 sec): 3 clusters
  Score: Raw -6156442.782480 + Penalty 3514.354341 = -6152928.428139
  nChanged 254
		SP:Iteration 41Q (49550.070000 sec): 3 clusters
  Score: Raw -6156482.934049 + Penalty 3514.354341 = -6152968.579707
  nChanged 240
		SP:Iteration 42Q (49550.480000 sec): 3 clusters
  Score: Raw -6156511.325027 + Penalty 3514.354341 = -6152996.970685
  nChanged 198
		SP:Iteration 43Q (49550.900000 sec): 3 clusters
  Score: Raw -6156539.188338 + Penalty 3514.354341 = -6153024.833997
  nChanged 219
		SP:Iteration 44Q (49551.320000 sec): 3 clusters
  Score: Raw -6156570.292359 + Penalty 3514.354341 = -6153055.938018
  nChanged 240
		SP:Iteration 45Q (49551.760000 sec): 3 clusters
  Score: Raw -6156604.806018 + Penalty 3514.354341 = -6153090.451677
  nChanged 248
		SP:Iteration 46Q (49552.160000 sec): 3 clusters
  Score: Raw -6156645.235309 + Penalty 3514.354341 = -6153130.880967
  nChanged 237
		SP:Iteration 47Q (49552.620000 sec): 3 clusters
  Score: Raw -6156685.415065 + Penalty 3514.354341 = -6153171.060724
  nChanged 254
		SP:Iteration 48Q (49553.060000 sec): 3 clusters
  Score: Raw -6156725.061697 + Penalty 3514.354341 = -6153210.707355
  nChanged 234
		SP:Iteration 49Q (49553.500000 sec): 3 clusters
  Score: Raw -6156756.323423 + Penalty 3514.354341 = -6153241.969082
  nChanged 219
		SP:Iteration 50Q (49553.940000 sec): 3 clusters
  Score: Raw -6156786.992363 + Penalty 3514.354341 = -6153272.638022
  nChanged 226
		SP:Iteration 51Q (49554.360000 sec): 3 clusters
  Score: Raw -6156818.528971 + Penalty 3514.354341 = -6153304.174630
  nChanged 215
		SP:Iteration 52Q (49554.790000 sec): 3 clusters
  Score: Raw -6156848.990178 + Penalty 3514.354341 = -6153334.635836
  nChanged 212
		SP:Iteration 53Q (49555.220000 sec): 3 clusters
  Score: Raw -6156883.121846 + Penalty 3514.354341 = -6153368.767505
  nChanged 230
		SP:Iteration 54Q (49555.680000 sec): 3 clusters
  Score: Raw -6156917.621890 + Penalty 3514.354341 = -6153403.267548
  nChanged 235
		SP:Iteration 55Q (49556.100000 sec): 3 clusters
  Score: Raw -6156952.489524 + Penalty 3514.354341 = -6153438.135183
  nChanged 212
		SP:Iteration 56Q (49556.510000 sec): 3 clusters
  Score: Raw -6156980.421622 + Penalty 3514.354341 = -6153466.067281
  nChanged 217
		SP:Iteration 57Q (49556.960000 sec): 3 clusters
  Score: Raw -6157008.487654 + Penalty 3514.354341 = -6153494.133313
  nChanged 186
		SP:Iteration 58Q (49557.370000 sec): 3 clusters
  Score: Raw -6157031.047510 + Penalty 3514.354341 = -6153516.693168
  nChanged 184
		SP:Iteration 59Q (49557.780000 sec): 3 clusters
  Score: Raw -6157052.373064 + Penalty 3514.354341 = -6153538.018722
  nChanged 194
		SP:Iteration 60F (49558.160000 sec): 3 clusters
  Score: Raw -6157080.383755 + Penalty 3514.354341 = -6153566.029414
  nChanged 203
		SP:Iteration 61Q (49558.560000 sec): 3 clusters
  Score: Raw -6157109.320829 + Penalty 3514.354341 = -6153594.966488
  nChanged 204
		SP:Iteration 62Q (49558.980000 sec): 3 clusters
  Score: Raw -6157136.667479 + Penalty 3514.354341 = -6153622.313137
  nChanged 235
		SP:Iteration 63Q (49559.390000 sec): 3 clusters
  Score: Raw -6157172.814323 + Penalty 3514.354341 = -6153658.459981
  nChanged 257
		SP:Iteration 64Q (49559.760000 sec): 3 clusters
  Score: Raw -6157214.439522 + Penalty 3514.354341 = -6153700.085181
  nChanged 252
		SP:Iteration 65Q (49560.210000 sec): 3 clusters
  Score: Raw -6157254.908958 + Penalty 3514.354341 = -6153740.554617
  nChanged 255
		SP:Iteration 66Q (49560.600000 sec): 3 clusters
  Score: Raw -6157295.363494 + Penalty 3514.354341 = -6153781.009152
  nChanged 261
		SP:Iteration 67Q (49561.040000 sec): 3 clusters
  Score: Raw -6157341.053618 + Penalty 3514.354341 = -6153826.699277
  nChanged 278
		SP:Iteration 68Q (49561.460000 sec): 3 clusters
  Score: Raw -6157393.290021 + Penalty 3514.354341 = -6153878.935679
  nChanged 305
		SP:Iteration 69Q (49561.890000 sec): 3 clusters
  Score: Raw -6157448.354143 + Penalty 3514.354341 = -6153933.999801
  nChanged 285
		SP:Iteration 70Q (49562.290000 sec): 3 clusters
  Score: Raw -6157499.775244 + Penalty 3514.354341 = -6153985.420902
  nChanged 295
		SP:Iteration 71Q (49562.690000 sec): 3 clusters
  Score: Raw -6157553.273140 + Penalty 3514.354341 = -6154038.918798
  nChanged 294
		SP:Iteration 72Q (49563.140000 sec): 3 clusters
  Score: Raw -6157604.425913 + Penalty 3514.354341 = -6154090.071572
  nChanged 288
		SP:Iteration 73Q (49563.520000 sec): 3 clusters
  Score: Raw -6157656.640671 + Penalty 3514.354341 = -6154142.286329
  nChanged 308
		SP:Iteration 74Q (49563.910000 sec): 3 clusters
  Score: Raw -6157715.440228 + Penalty 3514.354341 = -6154201.085886
  nChanged 349
		SP:Iteration 75Q (49564.280000 sec): 3 clusters
  Score: Raw -6157788.342828 + Penalty 3514.354341 = -6154273.988486
  nChanged 378
		SP:Iteration 76Q (49564.610000 sec): 3 clusters
  Score: Raw -6157872.280785 + Penalty 3514.354341 = -6154357.926444
  nChanged 388
		SP:Iteration 77Q (49565.000000 sec): 3 clusters
  Score: Raw -6157962.717671 + Penalty 3514.354341 = -6154448.363329
  nChanged 389
		SP:Iteration 78Q (49565.350000 sec): 3 clusters
  Score: Raw -6158054.813331 + Penalty 3514.354341 = -6154540.458990
  nChanged 376
		SP:Iteration 79Q (49565.770000 sec): 3 clusters
  Score: Raw -6158145.567453 + Penalty 3514.354341 = -6154631.213111
  nChanged 397
		SP:Iteration 80F (49566.130000 sec): 3 clusters
  Score: Raw -6158244.147737 + Penalty 3514.354341 = -6154729.793395
  nChanged 397
		SP:Iteration 81Q (49566.510000 sec): 3 clusters
  Score: Raw -6158343.323003 + Penalty 3514.354341 = -6154828.968662
  nChanged 391
		SP:Iteration 82Q (49566.880000 sec): 3 clusters
  Score: Raw -6158439.474837 + Penalty 3514.354341 = -6154925.120495
  nChanged 393
		SP:Iteration 83Q (49567.250000 sec): 3 clusters
  Score: Raw -6158540.311044 + Penalty 3514.354341 = -6155025.956702
  nChanged 405
		SP:Iteration 84Q (49567.550000 sec): 3 clusters
  Score: Raw -6158656.054708 + Penalty 3514.354341 = -6155141.700367
  nChanged 423
		SP:Iteration 85Q (49567.870000 sec): 3 clusters
  Score: Raw -6158777.186904 + Penalty 3514.354341 = -6155262.832563
  nChanged 432
		SP:Iteration 86Q (49568.270000 sec): 3 clusters
  Score: Raw -6158915.505004 + Penalty 3514.354341 = -6155401.150662
  nChanged 408
		SP:Iteration 87Q (49568.610000 sec): 3 clusters
  Score: Raw -6159050.268142 + Penalty 3514.354341 = -6155535.913801
  nChanged 421
		SP:Iteration 88Q (49568.970000 sec): 3 clusters
  Score: Raw -6159185.171273 + Penalty 3514.354341 = -6155670.816932
  nChanged 406
		SP:Iteration 89Q (49569.350000 sec): 3 clusters
  Score: Raw -6159322.102805 + Penalty 3514.354341 = -6155807.748464
  nChanged 380
		SP:Iteration 90Q (49569.680000 sec): 3 clusters
  Score: Raw -6159452.371994 + Penalty 3514.354341 = -6155938.017652
  nChanged 368
		SP:Iteration 91Q (49570.020000 sec): 3 clusters
  Score: Raw -6159582.265473 + Penalty 3514.354341 = -6156067.911132
  nChanged 346
		SP:Iteration 92Q (49570.360000 sec): 3 clusters
  Score: Raw -6159705.442451 + Penalty 3514.354341 = -6156191.088109
  nChanged 347
		SP:Iteration 93Q (49570.690000 sec): 3 clusters
  Score: Raw -6159831.776806 + Penalty 3514.354341 = -6156317.422464
  nChanged 342
		SP:Iteration 94Q (49571.030000 sec): 3 clusters
  Score: Raw -6159954.236444 + Penalty 3514.354341 = -6156439.882102
  nChanged 277
		SP:Iteration 95Q (49571.350000 sec): 3 clusters
  Score: Raw -6160052.624628 + Penalty 3514.354341 = -6156538.270286
  nChanged 284
		SP:Iteration 96Q (49571.690000 sec): 3 clusters
  Score: Raw -6160153.474332 + Penalty 3514.354341 = -6156639.119990
  nChanged 253
		SP:Iteration 97Q (49572.060000 sec): 3 clusters
  Score: Raw -6160232.764359 + Penalty 3514.354341 = -6156718.410018
  nChanged 200
		SP:Iteration 98Q (49572.410000 sec): 3 clusters
  Score: Raw -6160296.935207 + Penalty 3514.354341 = -6156782.580866
  nChanged 193
		SP:Iteration 99Q (49572.760000 sec): 3 clusters
  Score: Raw -6160365.853943 + Penalty 3514.354341 = -6156851.499602
  nChanged 187
		SP:Iteration 100F (49573.140000 sec): 3 clusters
  Score: Raw -6160431.982490 + Penalty 3514.354341 = -6156917.628149
  nChanged 159
		SP:Iteration 101Q (49573.490000 sec): 3 clusters
  Score: Raw -6160491.763607 + Penalty 3514.354341 = -6156977.409266
  nChanged 165
		SP:Iteration 102Q (49573.830000 sec): 3 clusters
  Score: Raw -6160555.476936 + Penalty 3514.354341 = -6157041.122595
  nChanged 157
		SP:Iteration 103Q (49574.150000 sec): 3 clusters
  Score: Raw -6160619.913752 + Penalty 3514.354341 = -6157105.559411
  nChanged 136
		SP:Iteration 104Q (49574.530000 sec): 3 clusters
  Score: Raw -6160672.429930 + Penalty 3514.354341 = -6157158.075589
  nChanged 106
		SP:Iteration 105Q (49574.830000 sec): 3 clusters
  Score: Raw -6160714.196526 + Penalty 3514.354341 = -6157199.842184
  nChanged 85
		SP:Iteration 106Q (49575.170000 sec): 3 clusters
  Score: Raw -6160744.229987 + Penalty 3514.354341 = -6157229.875646
  nChanged 70
		SP:Iteration 107Q (49575.530000 sec): 3 clusters
  Score: Raw -6160770.212616 + Penalty 3514.354341 = -6157255.858275
  nChanged 71
		SP:Iteration 108Q (49575.900000 sec): 3 clusters
  Score: Raw -6160796.233242 + Penalty 3514.354341 = -6157281.878900
  nChanged 49
		SP:Iteration 109Q (49576.230000 sec): 3 clusters
  Score: Raw -6160816.636654 + Penalty 3514.354341 = -6157302.282312
  nChanged 55
		SP:Iteration 110Q (49576.570000 sec): 3 clusters
  Score: Raw -6160839.744248 + Penalty 3514.354341 = -6157325.389906
  nChanged 45
		SP:Iteration 111Q (49576.900000 sec): 3 clusters
  Score: Raw -6160856.753621 + Penalty 3514.354341 = -6157342.399280
  nChanged 44
		SP:Iteration 112Q (49577.250000 sec): 3 clusters
  Score: Raw -6160874.256235 + Penalty 3514.354341 = -6157359.901893
  nChanged 44
		SP:Iteration 113Q (49577.570000 sec): 3 clusters
  Score: Raw -6160888.665398 + Penalty 3514.354341 = -6157374.311057
  nChanged 34
		SP:Iteration 114Q (49577.890000 sec): 3 clusters
  Score: Raw -6160898.667785 + Penalty 3514.354341 = -6157384.313444
  nChanged 19
		SP:Iteration 115Q (49578.280000 sec): 3 clusters
  Score: Raw -6160905.249106 + Penalty 3514.354341 = -6157390.894765
  nChanged 19
		SP:Iteration 116Q (49578.670000 sec): 3 clusters
  Score: Raw -6160911.868590 + Penalty 3514.354341 = -6157397.514249
  nChanged 25
		SP:Iteration 117Q (49579.000000 sec): 3 clusters
  Score: Raw -6160920.186538 + Penalty 3514.354341 = -6157405.832197
  nChanged 19
		SP:Iteration 118Q (49579.410000 sec): 3 clusters
  Score: Raw -6160925.593737 + Penalty 3514.354341 = -6157411.239395
  nChanged 13
		SP:Iteration 119Q (49579.730000 sec): 3 clusters
  Score: Raw -6160930.356540 + Penalty 3514.354341 = -6157416.002199
  nChanged 16
		SP:Iteration 120F (49580.140000 sec): 3 clusters
  Score: Raw -6160934.734264 + Penalty 3514.354341 = -6157420.379922
  nChanged 13
		SP:Iteration 121Q (49580.470000 sec): 3 clusters
  Score: Raw -6160939.957858 + Penalty 3514.354341 = -6157425.603517
  nChanged 10
		SP:Iteration 122Q (49580.800000 sec): 3 clusters
  Score: Raw -6160944.521424 + Penalty 3514.354341 = -6157430.167083
  nChanged 11
		SP:Iteration 123Q (49581.200000 sec): 3 clusters
  Score: Raw -6160949.438254 + Penalty 3514.354341 = -6157435.083912
  nChanged 8
		SP:Iteration 124Q (49581.570000 sec): 3 clusters
  Score: Raw -6160952.189733 + Penalty 3514.354341 = -6157437.835392
  nChanged 4
		SP:Iteration 125Q (49581.940000 sec): 3 clusters
  Score: Raw -6160953.328733 + Penalty 3514.354341 = -6157438.974392
  nChanged 5
		SP:Iteration 126Q (49582.300000 sec): 3 clusters
  Score: Raw -6160954.595443 + Penalty 3514.354341 = -6157440.241102
  nChanged 4
		SP:Iteration 127Q (49582.670000 sec): 3 clusters
  Score: Raw -6160956.910056 + Penalty 3514.354341 = -6157442.555714
  nChanged 8
		SP:Iteration 128Q (49583.050000 sec): 3 clusters
  Score: Raw -6160959.898816 + Penalty 3514.354341 = -6157445.544475
  nChanged 9
		SP:Iteration 129Q (49583.420000 sec): 3 clusters
  Score: Raw -6160962.834897 + Penalty 3514.354341 = -6157448.480556
  nChanged 8
		SP:Iteration 130Q (49583.800000 sec): 3 clusters
  Score: Raw -6160966.106319 + Penalty 3514.354341 = -6157451.751978
  nChanged 3
		SP:Iteration 131Q (49584.120000 sec): 3 clusters
  Score: Raw -6160967.066760 + Penalty 3514.354341 = -6157452.712419
  nChanged 8
		SP:Iteration 132Q (49584.500000 sec): 3 clusters
  Score: Raw -6160969.127173 + Penalty 3514.354341 = -6157454.772832
  nChanged 4
		SP:Iteration 133Q (49584.820000 sec): 3 clusters
  Score: Raw -6160970.107105 + Penalty 3514.354341 = -6157455.752764
  nChanged 2
		SP:Iteration 134Q (49585.150000 sec): 3 clusters
  Score: Raw -6160970.490581 + Penalty 3514.354341 = -6157456.136240
  nChanged 3
		SP:Iteration 135Q (49585.490000 sec): 3 clusters
  Score: Raw -6160971.276462 + Penalty 3514.354341 = -6157456.922121
  nChanged 1
		SP:Iteration 136Q (49585.840000 sec): 3 clusters
  Score: Raw -6160971.552641 + Penalty 3514.354341 = -6157457.198299
  nChanged 1
		SP:Iteration 137Q (49586.160000 sec): 3 clusters
  Score: Raw -6160971.776640 + Penalty 3514.354341 = -6157457.422299
  nChanged 0
		SP:Iteration 138F (49586.550000 sec): 3 clusters
  Score: Raw -6160971.776640 + Penalty 3514.354341 = -6157457.422299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49586.690000 sec): 2 clusters
  Score: Raw -299276.368531 + Penalty 1281.610362 = -297994.758169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49586.900000 sec): 3 clusters
  Score: Raw -298067.382331 + Penalty 2563.220725 = -295504.161606
  nChanged 1007
		SP:Iteration 1F (49587.050000 sec): 3 clusters
  Score: Raw -298886.549032 + Penalty 2563.220725 = -296323.328308
  nChanged 272
		SP:Iteration 2F (49587.220000 sec): 3 clusters
  Score: Raw -299244.668753 + Penalty 2563.220725 = -296681.448029
  nChanged 249
		SP:Iteration 3F (49587.400000 sec): 3 clusters
  Score: Raw -299654.371660 + Penalty 2563.220725 = -297091.150936
  nChanged 206
		SP:Iteration 4F (49587.580000 sec): 3 clusters
  Score: Raw -300004.039190 + Penalty 2563.220725 = -297440.818466
  nChanged 169
		SP:Iteration 5F (49587.790000 sec): 3 clusters
  Score: Raw -300219.979048 + Penalty 2563.220725 = -297656.758324
  nChanged 108
		SP:Iteration 6Q (49587.950000 sec): 3 clusters
  Score: Raw -300333.696601 + Penalty 2563.220725 = -297770.475876
  nChanged 67
		SP:Iteration 7Q (49588.100000 sec): 3 clusters
  Score: Raw -300401.250090 + Penalty 2563.220725 = -297838.029365
  nChanged 42
		SP:Iteration 8Q (49588.300000 sec): 3 clusters
  Score: Raw -300433.653238 + Penalty 2563.220725 = -297870.432513
  nChanged 21
		SP:Iteration 9Q (49588.460000 sec): 3 clusters
  Score: Raw -300451.330135 + Penalty 2563.220725 = -297888.109410
  nChanged 18
		SP:Iteration 10Q (49588.600000 sec): 3 clusters
  Score: Raw -300461.356702 + Penalty 2563.220725 = -297898.135978
  nChanged 9
		SP:Iteration 11Q (49588.800000 sec): 3 clusters
  Score: Raw -300466.604614 + Penalty 2563.220725 = -297903.383889
  nChanged 6
		SP:Iteration 12Q (49588.950000 sec): 3 clusters
  Score: Raw -300468.834336 + Penalty 2563.220725 = -297905.613611
  nChanged 2
		SP:Iteration 13Q (49589.140000 sec): 3 clusters
  Score: Raw -300469.508063 + Penalty 2563.220725 = -297906.287339
  nChanged 1
		SP:Iteration 14Q (49589.330000 sec): 3 clusters
  Score: Raw -300469.753394 + Penalty 2563.220725 = -297906.532670
  nChanged 0
		SP:Iteration 15F (49589.490000 sec): 3 clusters
  Score: Raw -300469.753394 + Penalty 2563.220725 = -297906.532670
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49589.630000 sec): 2 clusters
  Score: Raw -25320.942703 + Penalty 882.268665 = -24438.674038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49589.790000 sec): 3 clusters
  Score: Raw -25569.846380 + Penalty 1764.537329 = -23805.309050
  nChanged 45
		SP:Iteration 1F (49589.970000 sec): 3 clusters
  Score: Raw -25713.731190 + Penalty 1764.537329 = -23949.193860
  nChanged 24
		SP:Iteration 2F (49590.140000 sec): 3 clusters
  Score: Raw -25789.884703 + Penalty 1764.537329 = -24025.347373
  nChanged 15
		SP:Iteration 3F (49590.340000 sec): 3 clusters
  Score: Raw -25851.520991 + Penalty 1764.537329 = -24086.983662
  nChanged 7
		SP:Iteration 4Q (49590.500000 sec): 3 clusters
  Score: Raw -25871.708461 + Penalty 1764.537329 = -24107.171131
  nChanged 1
		SP:Iteration 5Q (49590.660000 sec): 3 clusters
  Score: Raw -25873.466049 + Penalty 1764.537329 = -24108.928719
  nChanged 1
		SP:Iteration 6Q (49590.860000 sec): 3 clusters
  Score: Raw -25874.566962 + Penalty 1764.537329 = -24110.029632
  nChanged 0
		SP:Iteration 7F (49591.020000 sec): 3 clusters
  Score: Raw -25874.566962 + Penalty 1764.537329 = -24110.029632
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49591.110000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49591.270000 sec): 3 clusters
  Score: Raw -63301.105422 + Penalty 2046.560529 = -61254.544893
  nChanged 130
		SP:Iteration 1F (49591.490000 sec): 3 clusters
  Score: Raw -63480.448897 + Penalty 2046.560529 = -61433.888368
  nChanged 30
		SP:Iteration 2F (49591.650000 sec): 3 clusters
  Score: Raw -63530.375336 + Penalty 2046.560529 = -61483.814807
  nChanged 10
		SP:Iteration 3Q (49591.800000 sec): 3 clusters
  Score: Raw -63542.328763 + Penalty 2046.560529 = -61495.768234
  nChanged 5
		SP:Iteration 4Q (49591.990000 sec): 3 clusters
  Score: Raw -63550.403281 + Penalty 2046.560529 = -61503.842752
  nChanged 5
		SP:Iteration 5Q (49592.170000 sec): 3 clusters
  Score: Raw -63554.690166 + Penalty 2046.560529 = -61508.129637
  nChanged 1
		SP:Iteration 6Q (49592.340000 sec): 3 clusters
  Score: Raw -63555.711203 + Penalty 2046.560529 = -61509.150674
  nChanged 1
		SP:Iteration 7Q (49592.560000 sec): 3 clusters
  Score: Raw -63558.779909 + Penalty 2046.560529 = -61512.219380
  nChanged 3
		SP:Iteration 8Q (49592.720000 sec): 3 clusters
  Score: Raw -63567.749129 + Penalty 2046.560529 = -61521.188600
  nChanged 3
		SP:Iteration 9Q (49592.920000 sec): 3 clusters
  Score: Raw -63571.694239 + Penalty 2046.560529 = -61525.133710
  nChanged 2
		SP:Iteration 10Q (49593.080000 sec): 3 clusters
  Score: Raw -63574.228912 + Penalty 2046.560529 = -61527.668383
  nChanged 1
		SP:Iteration 11Q (49593.260000 sec): 3 clusters
  Score: Raw -63574.967237 + Penalty 2046.560529 = -61528.406708
  nChanged 1
		SP:Iteration 12Q (49593.410000 sec): 3 clusters
  Score: Raw -63577.911338 + Penalty 2046.560529 = -61531.350809
  nChanged 1
		SP:Iteration 13Q (49593.590000 sec): 3 clusters
  Score: Raw -63578.570432 + Penalty 2046.560529 = -61532.009903
  nChanged 0
		SP:Iteration 14F (49593.760000 sec): 3 clusters
  Score: Raw -63578.570432 + Penalty 2046.560529 = -61532.009903
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49593.940000 sec): 2 clusters
  Score: Raw -999233.553155 + Penalty 1461.250169 = -997772.302986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49594.130000 sec): 3 clusters
  Score: Raw -994750.888152 + Penalty 2922.500338 = -991828.387814
  nChanged 3408
		SP:Iteration 1F (49594.380000 sec): 3 clusters
  Score: Raw -996608.278749 + Penalty 2922.500338 = -993685.778411
  nChanged 529
		SP:Iteration 2F (49594.610000 sec): 3 clusters
  Score: Raw -996865.574769 + Penalty 2922.500338 = -993943.074431
  nChanged 447
		SP:Iteration 3F (49594.800000 sec): 3 clusters
  Score: Raw -997086.004845 + Penalty 2922.500338 = -994163.504507
  nChanged 409
		SP:Iteration 4F (49594.970000 sec): 3 clusters
  Score: Raw -997314.679028 + Penalty 2922.500338 = -994392.178690
  nChanged 398
		SP:Iteration 5Q (49595.190000 sec): 3 clusters
  Score: Raw -997546.339992 + Penalty 2922.500338 = -994623.839654
  nChanged 389
		SP:Iteration 6Q (49595.390000 sec): 3 clusters
  Score: Raw -997768.012163 + Penalty 2922.500338 = -994845.511825
  nChanged 381
		SP:Iteration 7Q (49595.650000 sec): 3 clusters
  Score: Raw -998014.875864 + Penalty 2922.500338 = -995092.375526
  nChanged 431
		SP:Iteration 8F (49595.840000 sec): 3 clusters
  Score: Raw -998330.255335 + Penalty 2922.500338 = -995407.754997
  nChanged 426
		SP:Iteration 9F (49596.060000 sec): 3 clusters
  Score: Raw -998679.728835 + Penalty 2922.500338 = -995757.228496
  nChanged 396
		SP:Iteration 10Q (49596.280000 sec): 3 clusters
  Score: Raw -999023.315845 + Penalty 2922.500338 = -996100.815507
  nChanged 341
		SP:Iteration 11Q (49596.470000 sec): 3 clusters
  Score: Raw -999310.590113 + Penalty 2922.500338 = -996388.089775
  nChanged 236
		SP:Iteration 12Q (49596.690000 sec): 3 clusters
  Score: Raw -999492.504850 + Penalty 2922.500338 = -996570.004512
  nChanged 189
		SP:Iteration 13Q (49596.870000 sec): 3 clusters
  Score: Raw -999631.274970 + Penalty 2922.500338 = -996708.774632
  nChanged 149
		SP:Iteration 14Q (49597.070000 sec): 3 clusters
  Score: Raw -999756.384158 + Penalty 2922.500338 = -996833.883819
  nChanged 135
		SP:Iteration 15Q (49597.250000 sec): 3 clusters
  Score: Raw -999885.094582 + Penalty 2922.500338 = -996962.594244
  nChanged 120
		SP:Iteration 16Q (49597.470000 sec): 3 clusters
  Score: Raw -1000008.452528 + Penalty 2922.500338 = -997085.952190
  nChanged 96
		SP:Iteration 17Q (49597.660000 sec): 3 clusters
  Score: Raw -1000098.068059 + Penalty 2922.500338 = -997175.567721
  nChanged 82
		SP:Iteration 18Q (49597.830000 sec): 3 clusters
  Score: Raw -1000167.368388 + Penalty 2922.500338 = -997244.868050
  nChanged 71
		SP:Iteration 19Q (49598.040000 sec): 3 clusters
  Score: Raw -1000215.698831 + Penalty 2922.500338 = -997293.198493
  nChanged 57
		SP:Iteration 20F (49598.260000 sec): 3 clusters
  Score: Raw -1000262.972945 + Penalty 2922.500338 = -997340.472607
  nChanged 48
		SP:Iteration 21Q (49598.450000 sec): 3 clusters
  Score: Raw -1000300.722458 + Penalty 2922.500338 = -997378.222120
  nChanged 47
		SP:Iteration 22Q (49598.670000 sec): 3 clusters
  Score: Raw -1000331.919427 + Penalty 2922.500338 = -997409.419089
  nChanged 31
		SP:Iteration 23Q (49598.890000 sec): 3 clusters
  Score: Raw -1000345.930292 + Penalty 2922.500338 = -997423.429954
  nChanged 27
		SP:Iteration 24Q (49599.030000 sec): 3 clusters
  Score: Raw -1000355.711755 + Penalty 2922.500338 = -997433.211417
  nChanged 16
		SP:Iteration 25Q (49599.250000 sec): 3 clusters
  Score: Raw -1000360.745764 + Penalty 2922.500338 = -997438.245426
  nChanged 10
		SP:Iteration 26Q (49599.460000 sec): 3 clusters
  Score: Raw -1000363.450132 + Penalty 2922.500338 = -997440.949794
  nChanged 9
		SP:Iteration 27Q (49599.610000 sec): 3 clusters
  Score: Raw -1000364.975318 + Penalty 2922.500338 = -997442.474980
  nChanged 4
		SP:Iteration 28Q (49599.840000 sec): 3 clusters
  Score: Raw -1000365.679009 + Penalty 2922.500338 = -997443.178671
  nChanged 4
		SP:Iteration 29Q (49600.030000 sec): 3 clusters
  Score: Raw -1000366.591997 + Penalty 2922.500338 = -997444.091659
  nChanged 4
		SP:Iteration 30Q (49600.230000 sec): 3 clusters
  Score: Raw -1000367.296178 + Penalty 2922.500338 = -997444.795840
  nChanged 3
		SP:Iteration 31Q (49600.450000 sec): 3 clusters
  Score: Raw -1000367.942479 + Penalty 2922.500338 = -997445.442141
  nChanged 3
		SP:Iteration 32Q (49600.640000 sec): 3 clusters
  Score: Raw -1000368.660702 + Penalty 2922.500338 = -997446.160364
  nChanged 3
		SP:Iteration 33Q (49600.860000 sec): 3 clusters
  Score: Raw -1000369.041879 + Penalty 2922.500338 = -997446.541541
  nChanged 4
		SP:Iteration 34Q (49601.060000 sec): 3 clusters
  Score: Raw -1000369.631091 + Penalty 2922.500338 = -997447.130752
  nChanged 0
		SP:Iteration 35F (49601.330000 sec): 3 clusters
  Score: Raw -1000369.631091 + Penalty 2922.500338 = -997447.130752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49601.440000 sec): 2 clusters
  Score: Raw -872942.318328 + Penalty 1439.646560 = -871502.671767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49601.680000 sec): 3 clusters
  Score: Raw -869112.968655 + Penalty 2879.293121 = -866233.675534
  nChanged 3002
		SP:Iteration 1F (49601.840000 sec): 3 clusters
  Score: Raw -870703.512181 + Penalty 2879.293121 = -867824.219060
  nChanged 501
		SP:Iteration 2F (49602.050000 sec): 3 clusters
  Score: Raw -870950.851249 + Penalty 2879.293121 = -868071.558128
  nChanged 356
		SP:Iteration 3F (49602.260000 sec): 3 clusters
  Score: Raw -871127.694526 + Penalty 2879.293121 = -868248.401405
  nChanged 322
		SP:Iteration 4Q (49602.470000 sec): 3 clusters
  Score: Raw -871277.145958 + Penalty 2879.293121 = -868397.852837
  nChanged 276
		SP:Iteration 5Q (49602.680000 sec): 3 clusters
  Score: Raw -871413.587988 + Penalty 2879.293121 = -868534.294867
  nChanged 253
		SP:Iteration 6Q (49602.880000 sec): 3 clusters
  Score: Raw -871536.872423 + Penalty 2879.293121 = -868657.579302
  nChanged 248
		SP:Iteration 7Q (49603.070000 sec): 3 clusters
  Score: Raw -871662.978928 + Penalty 2879.293121 = -868783.685807
  nChanged 224
		SP:Iteration 8Q (49603.300000 sec): 3 clusters
  Score: Raw -871764.847845 + Penalty 2879.293121 = -868885.554724
  nChanged 211
		SP:Iteration 9Q (49603.480000 sec): 3 clusters
  Score: Raw -871859.778843 + Penalty 2879.293121 = -868980.485722
  nChanged 193
		SP:Iteration 10Q (49603.690000 sec): 3 clusters
  Score: Raw -871946.221530 + Penalty 2879.293121 = -869066.928409
  nChanged 193
		SP:Iteration 11Q (49603.930000 sec): 3 clusters
  Score: Raw -872037.670038 + Penalty 2879.293121 = -869158.376917
  nChanged 204
		SP:Iteration 12Q (49604.100000 sec): 3 clusters
  Score: Raw -872135.358094 + Penalty 2879.293121 = -869256.064973
  nChanged 201
		SP:Iteration 13Q (49604.330000 sec): 3 clusters
  Score: Raw -872226.906492 + Penalty 2879.293121 = -869347.613371
  nChanged 169
		SP:Iteration 14Q (49604.540000 sec): 3 clusters
  Score: Raw -872308.731479 + Penalty 2879.293121 = -869429.438358
  nChanged 167
		SP:Iteration 15Q (49604.720000 sec): 3 clusters
  Score: Raw -872400.392383 + Penalty 2879.293121 = -869521.099262
  nChanged 170
		SP:Iteration 16Q (49604.920000 sec): 3 clusters
  Score: Raw -872478.746001 + Penalty 2879.293121 = -869599.452880
  nChanged 160
		SP:Iteration 17Q (49605.130000 sec): 3 clusters
  Score: Raw -872550.457781 + Penalty 2879.293121 = -869671.164660
  nChanged 144
		SP:Iteration 18Q (49605.350000 sec): 3 clusters
  Score: Raw -872615.574923 + Penalty 2879.293121 = -869736.281802
  nChanged 125
		SP:Iteration 19Q (49605.560000 sec): 3 clusters
  Score: Raw -872671.811273 + Penalty 2879.293121 = -869792.518152
  nChanged 123
		SP:Iteration 20F (49605.770000 sec): 3 clusters
  Score: Raw -872729.173050 + Penalty 2879.293121 = -869849.879929
  nChanged 127
		SP:Iteration 21Q (49605.930000 sec): 3 clusters
  Score: Raw -872797.679359 + Penalty 2879.293121 = -869918.386238
  nChanged 133
		SP:Iteration 22Q (49606.160000 sec): 3 clusters
  Score: Raw -872877.199801 + Penalty 2879.293121 = -869997.906680
  nChanged 121
		SP:Iteration 23Q (49606.320000 sec): 3 clusters
  Score: Raw -872939.423326 + Penalty 2879.293121 = -870060.130205
  nChanged 129
		SP:Iteration 24Q (49606.500000 sec): 3 clusters
  Score: Raw -873010.263522 + Penalty 2879.293121 = -870130.970401
  nChanged 113
		SP:Iteration 25Q (49606.670000 sec): 3 clusters
  Score: Raw -873057.106847 + Penalty 2879.293121 = -870177.813726
  nChanged 68
		SP:Iteration 26Q (49606.890000 sec): 3 clusters
  Score: Raw -873079.354903 + Penalty 2879.293121 = -870200.061783
  nChanged 58
		SP:Iteration 27Q (49607.090000 sec): 3 clusters
  Score: Raw -873095.859356 + Penalty 2879.293121 = -870216.566235
  nChanged 45
		SP:Iteration 28Q (49607.280000 sec): 3 clusters
  Score: Raw -873106.523353 + Penalty 2879.293121 = -870227.230232
  nChanged 36
		SP:Iteration 29Q (49607.510000 sec): 3 clusters
  Score: Raw -873113.934921 + Penalty 2879.293121 = -870234.641800
  nChanged 26
		SP:Iteration 30Q (49607.680000 sec): 3 clusters
  Score: Raw -873119.204286 + Penalty 2879.293121 = -870239.911165
  nChanged 22
		SP:Iteration 31Q (49607.930000 sec): 3 clusters
  Score: Raw -873123.882483 + Penalty 2879.293121 = -870244.589362
  nChanged 21
		SP:Iteration 32Q (49608.090000 sec): 3 clusters
  Score: Raw -873127.150305 + Penalty 2879.293121 = -870247.857184
  nChanged 10
		SP:Iteration 33Q (49608.320000 sec): 3 clusters
  Score: Raw -873128.670993 + Penalty 2879.293121 = -870249.377872
  nChanged 8
		SP:Iteration 34Q (49608.520000 sec): 3 clusters
  Score: Raw -873129.628496 + Penalty 2879.293121 = -870250.335375
  nChanged 5
		SP:Iteration 35Q (49608.730000 sec): 3 clusters
  Score: Raw -873130.667527 + Penalty 2879.293121 = -870251.374406
  nChanged 5
		SP:Iteration 36Q (49608.930000 sec): 3 clusters
  Score: Raw -873131.214529 + Penalty 2879.293121 = -870251.921408
  nChanged 2
		SP:Iteration 37Q (49609.130000 sec): 3 clusters
  Score: Raw -873131.391854 + Penalty 2879.293121 = -870252.098733
  nChanged 1
		SP:Iteration 38Q (49609.320000 sec): 3 clusters
  Score: Raw -873131.603294 + Penalty 2879.293121 = -870252.310173
  nChanged 1
		SP:Iteration 39Q (49609.510000 sec): 3 clusters
  Score: Raw -873131.693808 + Penalty 2879.293121 = -870252.400687
  nChanged 1
		SP:Iteration 40F (49609.770000 sec): 3 clusters
  Score: Raw -873131.776558 + Penalty 2879.293121 = -870252.483437
  nChanged 1
		SP:Iteration 41Q (49609.960000 sec): 3 clusters
  Score: Raw -873131.823244 + Penalty 2879.293121 = -870252.530123
  nChanged 2
		SP:Iteration 42Q (49610.150000 sec): 3 clusters
  Score: Raw -873132.183226 + Penalty 2879.293121 = -870252.890105
  nChanged 3
		SP:Iteration 43Q (49610.350000 sec): 3 clusters
  Score: Raw -873132.515701 + Penalty 2879.293121 = -870253.222580
  nChanged 1
		SP:Iteration 44Q (49610.570000 sec): 3 clusters
  Score: Raw -873132.680493 + Penalty 2879.293121 = -870253.387372
  nChanged 0
		SP:Iteration 45F (49610.740000 sec): 3 clusters
  Score: Raw -873132.680493 + Penalty 2879.293121 = -870253.387372
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49610.830000 sec): 2 clusters
  Score: Raw -131496.822642 + Penalty 1154.022345 = -130342.800296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49611.010000 sec): 3 clusters
  Score: Raw -131088.675554 + Penalty 2308.044691 = -128780.630863
  nChanged 399
		SP:Iteration 1F (49611.200000 sec): 3 clusters
  Score: Raw -131483.294266 + Penalty 2308.044691 = -129175.249576
  nChanged 120
		SP:Iteration 2F (49611.400000 sec): 3 clusters
  Score: Raw -131703.674430 + Penalty 2308.044691 = -129395.629739
  nChanged 70
		SP:Iteration 3F (49611.590000 sec): 3 clusters
  Score: Raw -131799.206579 + Penalty 2308.044691 = -129491.161888
  nChanged 52
		SP:Iteration 4Q (49611.790000 sec): 3 clusters
  Score: Raw -131871.623426 + Penalty 2308.044691 = -129563.578736
  nChanged 38
		SP:Iteration 5Q (49611.970000 sec): 3 clusters
  Score: Raw -131913.684668 + Penalty 2308.044691 = -129605.639977
  nChanged 31
		SP:Iteration 6Q (49612.150000 sec): 3 clusters
  Score: Raw -131947.680251 + Penalty 2308.044691 = -129639.635560
  nChanged 24
		SP:Iteration 7Q (49612.310000 sec): 3 clusters
  Score: Raw -131966.873086 + Penalty 2308.044691 = -129658.828395
  nChanged 11
		SP:Iteration 8Q (49612.510000 sec): 3 clusters
  Score: Raw -131977.703814 + Penalty 2308.044691 = -129669.659123
  nChanged 9
		SP:Iteration 9Q (49612.690000 sec): 3 clusters
  Score: Raw -131988.423743 + Penalty 2308.044691 = -129680.379053
  nChanged 13
		SP:Iteration 10Q (49612.870000 sec): 3 clusters
  Score: Raw -131997.136423 + Penalty 2308.044691 = -129689.091732
  nChanged 3
		SP:Iteration 11Q (49613.020000 sec): 3 clusters
  Score: Raw -131998.912242 + Penalty 2308.044691 = -129690.867551
  nChanged 0
		SP:Iteration 12F (49613.210000 sec): 3 clusters
  Score: Raw -131998.912242 + Penalty 2308.044691 = -129690.867551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49613.330000 sec): 2 clusters
  Score: Raw -145889.457653 + Penalty 1156.414048 = -144733.043604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49613.490000 sec): 3 clusters
  Score: Raw -145481.661866 + Penalty 2312.828097 = -143168.833769
  nChanged 408
		SP:Iteration 1F (49613.660000 sec): 3 clusters
  Score: Raw -145766.994365 + Penalty 2312.828097 = -143454.166268
  nChanged 95
		SP:Iteration 2F (49613.860000 sec): 3 clusters
  Score: Raw -145834.971226 + Penalty 2312.828097 = -143522.143129
  nChanged 43
		SP:Iteration 3Q (49614.020000 sec): 3 clusters
  Score: Raw -145866.427717 + Penalty 2312.828097 = -143553.599620
  nChanged 28
		SP:Iteration 4Q (49614.190000 sec): 3 clusters
  Score: Raw -145890.861044 + Penalty 2312.828097 = -143578.032947
  nChanged 18
		SP:Iteration 5Q (49614.370000 sec): 3 clusters
  Score: Raw -145899.387459 + Penalty 2312.828097 = -143586.559362
  nChanged 12
		SP:Iteration 6Q (49614.530000 sec): 3 clusters
  Score: Raw -145903.516587 + Penalty 2312.828097 = -143590.688490
  nChanged 7
		SP:Iteration 7Q (49614.710000 sec): 3 clusters
  Score: Raw -145907.154482 + Penalty 2312.828097 = -143594.326386
  nChanged 6
		SP:Iteration 8Q (49614.850000 sec): 3 clusters
  Score: Raw -145911.576872 + Penalty 2312.828097 = -143598.748775
  nChanged 6
		SP:Iteration 9Q (49615.000000 sec): 3 clusters
  Score: Raw -145915.628038 + Penalty 2312.828097 = -143602.799941
  nChanged 7
		SP:Iteration 10Q (49615.190000 sec): 3 clusters
  Score: Raw -145922.190904 + Penalty 2312.828097 = -143609.362807
  nChanged 5
		SP:Iteration 11Q (49615.360000 sec): 3 clusters
  Score: Raw -145925.719296 + Penalty 2312.828097 = -143612.891199
  nChanged 5
		SP:Iteration 12Q (49615.550000 sec): 3 clusters
  Score: Raw -145927.765553 + Penalty 2312.828097 = -143614.937456
  nChanged 3
		SP:Iteration 13Q (49615.710000 sec): 3 clusters
  Score: Raw -145930.561897 + Penalty 2312.828097 = -143617.733800
  nChanged 5
		SP:Iteration 14Q (49615.910000 sec): 3 clusters
  Score: Raw -145935.263215 + Penalty 2312.828097 = -143622.435118
  nChanged 8
		SP:Iteration 15Q (49616.060000 sec): 3 clusters
  Score: Raw -145940.171185 + Penalty 2312.828097 = -143627.343088
  nChanged 8
		SP:Iteration 16Q (49616.250000 sec): 3 clusters
  Score: Raw -145944.057871 + Penalty 2312.828097 = -143631.229775
  nChanged 3
		SP:Iteration 17Q (49616.440000 sec): 3 clusters
  Score: Raw -145945.928495 + Penalty 2312.828097 = -143633.100399
  nChanged 3
		SP:Iteration 18Q (49616.660000 sec): 3 clusters
  Score: Raw -145950.099221 + Penalty 2312.828097 = -143637.271125
  nChanged 2
		SP:Iteration 19Q (49616.810000 sec): 3 clusters
  Score: Raw -145954.551866 + Penalty 2312.828097 = -143641.723769
  nChanged 2
		SP:Iteration 20F (49617.010000 sec): 3 clusters
  Score: Raw -145955.261677 + Penalty 2312.828097 = -143642.433581
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49617.120000 sec): 2 clusters
  Score: Raw -302017.477549 + Penalty 1291.727369 = -300725.750180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49617.300000 sec): 3 clusters
  Score: Raw -300722.559622 + Penalty 2583.454737 = -298139.104885
  nChanged 1083
		SP:Iteration 1F (49617.510000 sec): 3 clusters
  Score: Raw -301624.592646 + Penalty 2583.454737 = -299041.137909
  nChanged 286
		SP:Iteration 2F (49617.700000 sec): 3 clusters
  Score: Raw -301967.169113 + Penalty 2583.454737 = -299383.714376
  nChanged 214
		SP:Iteration 3F (49617.890000 sec): 3 clusters
  Score: Raw -302213.433095 + Penalty 2583.454737 = -299629.978358
  nChanged 191
		SP:Iteration 4F (49618.000000 sec): 3 clusters
  Score: Raw -302399.391558 + Penalty 2583.454737 = -299815.936821
  nChanged 122
		SP:Iteration 5Q (49618.190000 sec): 3 clusters
  Score: Raw -302518.127498 + Penalty 2583.454737 = -299934.672761
  nChanged 86
		SP:Iteration 6Q (49618.330000 sec): 3 clusters
  Score: Raw -302590.835840 + Penalty 2583.454737 = -300007.381102
  nChanged 59
		SP:Iteration 7Q (49618.490000 sec): 3 clusters
  Score: Raw -302630.346365 + Penalty 2583.454737 = -300046.891627
  nChanged 47
		SP:Iteration 8Q (49618.650000 sec): 3 clusters
  Score: Raw -302659.127040 + Penalty 2583.454737 = -300075.672302
  nChanged 28
		SP:Iteration 9Q (49618.780000 sec): 3 clusters
  Score: Raw -302673.399990 + Penalty 2583.454737 = -300089.945252
  nChanged 24
		SP:Iteration 10Q (49618.980000 sec): 3 clusters
  Score: Raw -302686.837210 + Penalty 2583.454737 = -300103.382472
  nChanged 27
		SP:Iteration 11Q (49619.110000 sec): 3 clusters
  Score: Raw -302703.016225 + Penalty 2583.454737 = -300119.561488
  nChanged 28
		SP:Iteration 12Q (49619.270000 sec): 3 clusters
  Score: Raw -302714.941724 + Penalty 2583.454737 = -300131.486987
  nChanged 24
		SP:Iteration 13Q (49619.430000 sec): 3 clusters
  Score: Raw -302732.155067 + Penalty 2583.454737 = -300148.700330
  nChanged 26
		SP:Iteration 14Q (49619.620000 sec): 3 clusters
  Score: Raw -302746.952586 + Penalty 2583.454737 = -300163.497848
  nChanged 18
		SP:Iteration 15Q (49619.800000 sec): 3 clusters
  Score: Raw -302754.250049 + Penalty 2583.454737 = -300170.795311
  nChanged 12
		SP:Iteration 16Q (49619.960000 sec): 3 clusters
  Score: Raw -302758.372063 + Penalty 2583.454737 = -300174.917325
  nChanged 15
		SP:Iteration 17Q (49620.100000 sec): 3 clusters
  Score: Raw -302766.568356 + Penalty 2583.454737 = -300183.113619
  nChanged 16
		SP:Iteration 18Q (49620.300000 sec): 3 clusters
  Score: Raw -302777.004255 + Penalty 2583.454737 = -300193.549518
  nChanged 22
		SP:Iteration 19Q (49620.510000 sec): 3 clusters
  Score: Raw -302788.644646 + Penalty 2583.454737 = -300205.189909
  nChanged 18
		SP:Iteration 20F (49620.680000 sec): 3 clusters
  Score: Raw -302801.096788 + Penalty 2583.454737 = -300217.642051
  nChanged 28
		SP:Iteration 21Q (49620.840000 sec): 3 clusters
  Score: Raw -302821.462137 + Penalty 2583.454737 = -300238.007399
  nChanged 29
		SP:Iteration 22Q (49621.020000 sec): 3 clusters
  Score: Raw -302843.379329 + Penalty 2583.454737 = -300259.924591
  nChanged 29
		SP:Iteration 23Q (49621.200000 sec): 3 clusters
  Score: Raw -302868.924426 + Penalty 2583.454737 = -300285.469688
  nChanged 23
		SP:Iteration 24Q (49621.380000 sec): 3 clusters
  Score: Raw -302881.278919 + Penalty 2583.454737 = -300297.824181
  nChanged 19
		SP:Iteration 25Q (49621.550000 sec): 3 clusters
  Score: Raw -302894.115598 + Penalty 2583.454737 = -300310.660860
  nChanged 22
		SP:Iteration 26Q (49621.720000 sec): 3 clusters
  Score: Raw -302908.236082 + Penalty 2583.454737 = -300324.781344
  nChanged 27
		SP:Iteration 27Q (49621.910000 sec): 3 clusters
  Score: Raw -302923.492251 + Penalty 2583.454737 = -300340.037513
  nChanged 28
		SP:Iteration 28Q (49622.090000 sec): 3 clusters
  Score: Raw -302940.955242 + Penalty 2583.454737 = -300357.500505
  nChanged 27
		SP:Iteration 29Q (49622.260000 sec): 3 clusters
  Score: Raw -302957.184577 + Penalty 2583.454737 = -300373.729839
  nChanged 21
		SP:Iteration 30Q (49622.440000 sec): 3 clusters
  Score: Raw -302966.953658 + Penalty 2583.454737 = -300383.498921
  nChanged 17
		SP:Iteration 31Q (49622.600000 sec): 3 clusters
  Score: Raw -302975.394518 + Penalty 2583.454737 = -300391.939781
  nChanged 27
		SP:Iteration 32Q (49622.800000 sec): 3 clusters
  Score: Raw -302990.661725 + Penalty 2583.454737 = -300407.206987
  nChanged 25
		SP:Iteration 33Q (49622.980000 sec): 3 clusters
  Score: Raw -303002.157056 + Penalty 2583.454737 = -300418.702319
  nChanged 25
		SP:Iteration 34Q (49623.210000 sec): 3 clusters
  Score: Raw -303015.095616 + Penalty 2583.454737 = -300431.640878
  nChanged 21
		SP:Iteration 35Q (49623.380000 sec): 3 clusters
  Score: Raw -303027.155797 + Penalty 2583.454737 = -300443.701060
  nChanged 22
		SP:Iteration 36Q (49623.560000 sec): 3 clusters
  Score: Raw -303040.458678 + Penalty 2583.454737 = -300457.003941
  nChanged 15
		SP:Iteration 37Q (49623.690000 sec): 3 clusters
  Score: Raw -303049.081508 + Penalty 2583.454737 = -300465.626770
  nChanged 16
		SP:Iteration 38Q (49623.880000 sec): 3 clusters
  Score: Raw -303055.996456 + Penalty 2583.454737 = -300472.541719
  nChanged 13
		SP:Iteration 39Q (49624.050000 sec): 3 clusters
  Score: Raw -303061.835513 + Penalty 2583.454737 = -300478.380775
  nChanged 9
		SP:Iteration 40F (49624.250000 sec): 3 clusters
  Score: Raw -303065.726554 + Penalty 2583.454737 = -300482.271816
  nChanged 11
		SP:Iteration 41Q (49624.440000 sec): 3 clusters
  Score: Raw -303069.161332 + Penalty 2583.454737 = -300485.706595
  nChanged 6
		SP:Iteration 42Q (49624.610000 sec): 3 clusters
  Score: Raw -303071.028908 + Penalty 2583.454737 = -300487.574171
  nChanged 5
		SP:Iteration 43Q (49624.820000 sec): 3 clusters
  Score: Raw -303074.326098 + Penalty 2583.454737 = -300490.871360
  nChanged 9
		SP:Iteration 44Q (49624.960000 sec): 3 clusters
  Score: Raw -303078.320318 + Penalty 2583.454737 = -300494.865581
  nChanged 11
		SP:Iteration 45Q (49625.160000 sec): 3 clusters
  Score: Raw -303083.193470 + Penalty 2583.454737 = -300499.738733
  nChanged 9
		SP:Iteration 46Q (49625.320000 sec): 3 clusters
  Score: Raw -303086.851483 + Penalty 2583.454737 = -300503.396746
  nChanged 6
		SP:Iteration 47Q (49625.500000 sec): 3 clusters
  Score: Raw -303089.497087 + Penalty 2583.454737 = -300506.042349
  nChanged 6
		SP:Iteration 48Q (49625.680000 sec): 3 clusters
  Score: Raw -303092.347795 + Penalty 2583.454737 = -300508.893057
  nChanged 10
		SP:Iteration 49Q (49625.820000 sec): 3 clusters
  Score: Raw -303096.380989 + Penalty 2583.454737 = -300512.926252
  nChanged 3
		SP:Iteration 50Q (49626.000000 sec): 3 clusters
  Score: Raw -303097.324587 + Penalty 2583.454737 = -300513.869850
  nChanged 5
		SP:Iteration 51Q (49626.200000 sec): 3 clusters
  Score: Raw -303099.336378 + Penalty 2583.454737 = -300515.881640
  nChanged 6
		SP:Iteration 52Q (49626.390000 sec): 3 clusters
  Score: Raw -303101.538163 + Penalty 2583.454737 = -300518.083426
  nChanged 9
		SP:Iteration 53Q (49626.610000 sec): 3 clusters
  Score: Raw -303105.036739 + Penalty 2583.454737 = -300521.582001
  nChanged 10
		SP:Iteration 54Q (49626.780000 sec): 3 clusters
  Score: Raw -303109.110600 + Penalty 2583.454737 = -300525.655862
  nChanged 9
		SP:Iteration 55Q (49626.950000 sec): 3 clusters
  Score: Raw -303112.318154 + Penalty 2583.454737 = -300528.863417
  nChanged 11
		SP:Iteration 56Q (49627.130000 sec): 3 clusters
  Score: Raw -303117.571451 + Penalty 2583.454737 = -300534.116713
  nChanged 10
		SP:Iteration 57Q (49627.310000 sec): 3 clusters
  Score: Raw -303120.647321 + Penalty 2583.454737 = -300537.192583
  nChanged 9
		SP:Iteration 58Q (49627.510000 sec): 3 clusters
  Score: Raw -303124.215312 + Penalty 2583.454737 = -300540.760574
  nChanged 6
		SP:Iteration 59Q (49627.690000 sec): 3 clusters
  Score: Raw -303128.015215 + Penalty 2583.454737 = -300544.560478
  nChanged 3
		SP:Iteration 60F (49627.880000 sec): 3 clusters
  Score: Raw -303130.913666 + Penalty 2583.454737 = -300547.458929
  nChanged 7
		SP:Iteration 61Q (49628.060000 sec): 3 clusters
  Score: Raw -303135.082858 + Penalty 2583.454737 = -300551.628121
  nChanged 3
		SP:Iteration 62Q (49628.210000 sec): 3 clusters
  Score: Raw -303136.432264 + Penalty 2583.454737 = -300552.977527
  nChanged 2
		SP:Iteration 63Q (49628.440000 sec): 3 clusters
  Score: Raw -303138.061147 + Penalty 2583.454737 = -300554.606410
  nChanged 4
		SP:Iteration 64Q (49628.620000 sec): 3 clusters
  Score: Raw -303140.824129 + Penalty 2583.454737 = -300557.369391
  nChanged 7
		SP:Iteration 65Q (49628.780000 sec): 3 clusters
  Score: Raw -303144.373085 + Penalty 2583.454737 = -300560.918348
  nChanged 5
		SP:Iteration 66Q (49628.950000 sec): 3 clusters
  Score: Raw -303147.159970 + Penalty 2583.454737 = -300563.705232
  nChanged 7
		SP:Iteration 67Q (49629.140000 sec): 3 clusters
  Score: Raw -303151.324498 + Penalty 2583.454737 = -300567.869760
  nChanged 9
		SP:Iteration 68Q (49629.350000 sec): 3 clusters
  Score: Raw -303158.379914 + Penalty 2583.454737 = -300574.925177
  nChanged 12
		SP:Iteration 69Q (49629.510000 sec): 3 clusters
  Score: Raw -303166.718654 + Penalty 2583.454737 = -300583.263916
  nChanged 15
		SP:Iteration 70Q (49629.730000 sec): 3 clusters
  Score: Raw -303175.134856 + Penalty 2583.454737 = -300591.680119
  nChanged 11
		SP:Iteration 71Q (49629.920000 sec): 3 clusters
  Score: Raw -303183.475137 + Penalty 2583.454737 = -300600.020399
  nChanged 12
		SP:Iteration 72Q (49630.080000 sec): 3 clusters
  Score: Raw -303190.840435 + Penalty 2583.454737 = -300607.385698
  nChanged 9
		SP:Iteration 73Q (49630.260000 sec): 3 clusters
  Score: Raw -303196.322185 + Penalty 2583.454737 = -300612.867448
  nChanged 9
		SP:Iteration 74Q (49630.460000 sec): 3 clusters
  Score: Raw -303201.200305 + Penalty 2583.454737 = -300617.745568
  nChanged 8
		SP:Iteration 75Q (49630.630000 sec): 3 clusters
  Score: Raw -303205.287600 + Penalty 2583.454737 = -300621.832862
  nChanged 4
		SP:Iteration 76Q (49630.810000 sec): 3 clusters
  Score: Raw -303206.549836 + Penalty 2583.454737 = -300623.095098
  nChanged 2
		SP:Iteration 77Q (49631.000000 sec): 3 clusters
  Score: Raw -303207.736245 + Penalty 2583.454737 = -300624.281507
  nChanged 2
		SP:Iteration 78Q (49631.160000 sec): 3 clusters
  Score: Raw -303208.271642 + Penalty 2583.454737 = -300624.816905
  nChanged 0
		SP:Iteration 79F (49631.360000 sec): 3 clusters
  Score: Raw -303208.271642 + Penalty 2583.454737 = -300624.816905
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49631.440000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49631.620000 sec): 3 clusters
  Score: Raw -151847.620674 + Penalty 2328.031027 = -149519.589647
  nChanged 442
		SP:Iteration 1F (49631.810000 sec): 3 clusters
  Score: Raw -152185.391552 + Penalty 2328.031027 = -149857.360525
  nChanged 117
		SP:Iteration 2F (49631.980000 sec): 3 clusters
  Score: Raw -152312.473183 + Penalty 2328.031027 = -149984.442156
  nChanged 82
		SP:Iteration 3F (49632.170000 sec): 3 clusters
  Score: Raw -152429.049322 + Penalty 2328.031027 = -150101.018295
  nChanged 67
		SP:Iteration 4F (49632.310000 sec): 3 clusters
  Score: Raw -152526.238724 + Penalty 2328.031027 = -150198.207697
  nChanged 70
		SP:Iteration 5F (49632.510000 sec): 3 clusters
  Score: Raw -152634.629153 + Penalty 2328.031027 = -150306.598126
  nChanged 79
		SP:Iteration 6F (49632.680000 sec): 3 clusters
  Score: Raw -152802.518401 + Penalty 2328.031027 = -150474.487374
  nChanged 74
		SP:Iteration 7F (49632.860000 sec): 3 clusters
  Score: Raw -152938.292386 + Penalty 2328.031027 = -150610.261359
  nChanged 44
		SP:Iteration 8Q (49633.040000 sec): 3 clusters
  Score: Raw -153004.666634 + Penalty 2328.031027 = -150676.635607
  nChanged 25
		SP:Iteration 9Q (49633.220000 sec): 3 clusters
  Score: Raw -153037.961949 + Penalty 2328.031027 = -150709.930922
  nChanged 18
		SP:Iteration 10Q (49633.390000 sec): 3 clusters
  Score: Raw -153062.787645 + Penalty 2328.031027 = -150734.756618
  nChanged 20
		SP:Iteration 11Q (49633.580000 sec): 3 clusters
  Score: Raw -153079.618130 + Penalty 2328.031027 = -150751.587103
  nChanged 9
		SP:Iteration 12Q (49633.750000 sec): 3 clusters
  Score: Raw -153087.229103 + Penalty 2328.031027 = -150759.198076
  nChanged 3
		SP:Iteration 13Q (49633.910000 sec): 3 clusters
  Score: Raw -153089.107587 + Penalty 2328.031027 = -150761.076559
  nChanged 2
		SP:Iteration 14Q (49634.120000 sec): 3 clusters
  Score: Raw -153090.422563 + Penalty 2328.031027 = -150762.391536
  nChanged 0
		SP:Iteration 15F (49634.300000 sec): 3 clusters
  Score: Raw -153090.422563 + Penalty 2328.031027 = -150762.391536
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49634.380000 sec): 2 clusters
  Score: Raw -406745.609623 + Penalty 1321.612536 = -405423.997087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49634.620000 sec): 3 clusters
  Score: Raw -405087.567683 + Penalty 2643.225071 = -402444.342612
  nChanged 1303
		SP:Iteration 1F (49634.770000 sec): 3 clusters
  Score: Raw -405871.952434 + Penalty 2643.225071 = -403228.727363
  nChanged 241
		SP:Iteration 2F (49634.970000 sec): 3 clusters
  Score: Raw -406010.318215 + Penalty 2643.225071 = -403367.093143
  nChanged 159
		SP:Iteration 3Q (49635.140000 sec): 3 clusters
  Score: Raw -406081.413734 + Penalty 2643.225071 = -403438.188663
  nChanged 114
		SP:Iteration 4Q (49635.340000 sec): 3 clusters
  Score: Raw -406135.078198 + Penalty 2643.225071 = -403491.853126
  nChanged 88
		SP:Iteration 5Q (49635.520000 sec): 3 clusters
  Score: Raw -406172.045935 + Penalty 2643.225071 = -403528.820864
  nChanged 62
		SP:Iteration 6Q (49635.730000 sec): 3 clusters
  Score: Raw -406195.143283 + Penalty 2643.225071 = -403551.918212
  nChanged 45
		SP:Iteration 7Q (49635.910000 sec): 3 clusters
  Score: Raw -406212.229156 + Penalty 2643.225071 = -403569.004085
  nChanged 45
		SP:Iteration 8Q (49636.080000 sec): 3 clusters
  Score: Raw -406226.785674 + Penalty 2643.225071 = -403583.560603
  nChanged 39
		SP:Iteration 9Q (49636.260000 sec): 3 clusters
  Score: Raw -406240.049578 + Penalty 2643.225071 = -403596.824507
  nChanged 30
		SP:Iteration 10Q (49636.450000 sec): 3 clusters
  Score: Raw -406251.708325 + Penalty 2643.225071 = -403608.483254
  nChanged 31
		SP:Iteration 11Q (49636.660000 sec): 3 clusters
  Score: Raw -406262.863246 + Penalty 2643.225071 = -403619.638175
  nChanged 29
		SP:Iteration 12Q (49636.840000 sec): 3 clusters
  Score: Raw -406271.249761 + Penalty 2643.225071 = -403628.024690
  nChanged 14
		SP:Iteration 13Q (49637.050000 sec): 3 clusters
  Score: Raw -406274.607784 + Penalty 2643.225071 = -403631.382713
  nChanged 10
		SP:Iteration 14Q (49637.240000 sec): 3 clusters
  Score: Raw -406278.021280 + Penalty 2643.225071 = -403634.796209
  nChanged 11
		SP:Iteration 15Q (49637.400000 sec): 3 clusters
  Score: Raw -406282.743748 + Penalty 2643.225071 = -403639.518677
  nChanged 18
		SP:Iteration 16Q (49637.560000 sec): 3 clusters
  Score: Raw -406287.598974 + Penalty 2643.225071 = -403644.373903
  nChanged 22
		SP:Iteration 17Q (49637.760000 sec): 3 clusters
  Score: Raw -406295.248063 + Penalty 2643.225071 = -403652.022991
  nChanged 26
		SP:Iteration 18Q (49637.960000 sec): 3 clusters
  Score: Raw -406306.383794 + Penalty 2643.225071 = -403663.158723
  nChanged 23
		SP:Iteration 19Q (49638.160000 sec): 3 clusters
  Score: Raw -406315.799323 + Penalty 2643.225071 = -403672.574252
  nChanged 30
		SP:Iteration 20F (49638.330000 sec): 3 clusters
  Score: Raw -406331.187022 + Penalty 2643.225071 = -403687.961951
  nChanged 36
		SP:Iteration 21Q (49638.510000 sec): 3 clusters
  Score: Raw -406346.815016 + Penalty 2643.225071 = -403703.589945
  nChanged 35
		SP:Iteration 22Q (49638.680000 sec): 3 clusters
  Score: Raw -406363.299955 + Penalty 2643.225071 = -403720.074884
  nChanged 41
		SP:Iteration 23Q (49638.860000 sec): 3 clusters
  Score: Raw -406378.783460 + Penalty 2643.225071 = -403735.558389
  nChanged 29
		SP:Iteration 24Q (49639.050000 sec): 3 clusters
  Score: Raw -406391.886958 + Penalty 2643.225071 = -403748.661887
  nChanged 27
		SP:Iteration 25Q (49639.260000 sec): 3 clusters
  Score: Raw -406400.581977 + Penalty 2643.225071 = -403757.356906
  nChanged 25
		SP:Iteration 26Q (49639.420000 sec): 3 clusters
  Score: Raw -406409.634297 + Penalty 2643.225071 = -403766.409226
  nChanged 27
		SP:Iteration 27Q (49639.570000 sec): 3 clusters
  Score: Raw -406421.600993 + Penalty 2643.225071 = -403778.375922
  nChanged 29
		SP:Iteration 28Q (49639.790000 sec): 3 clusters
  Score: Raw -406434.212408 + Penalty 2643.225071 = -403790.987337
  nChanged 23
		SP:Iteration 29Q (49639.960000 sec): 3 clusters
  Score: Raw -406443.275997 + Penalty 2643.225071 = -403800.050926
  nChanged 27
		SP:Iteration 30Q (49640.170000 sec): 3 clusters
  Score: Raw -406459.365470 + Penalty 2643.225071 = -403816.140399
  nChanged 37
		SP:Iteration 31Q (49640.340000 sec): 3 clusters
  Score: Raw -406474.672110 + Penalty 2643.225071 = -403831.447039
  nChanged 25
		SP:Iteration 32Q (49640.530000 sec): 3 clusters
  Score: Raw -406482.701918 + Penalty 2643.225071 = -403839.476847
  nChanged 25
		SP:Iteration 33Q (49640.710000 sec): 3 clusters
  Score: Raw -406489.629469 + Penalty 2643.225071 = -403846.404398
  nChanged 14
		SP:Iteration 34Q (49640.890000 sec): 3 clusters
  Score: Raw -406494.028653 + Penalty 2643.225071 = -403850.803582
  nChanged 9
		SP:Iteration 35Q (49641.090000 sec): 3 clusters
  Score: Raw -406496.523890 + Penalty 2643.225071 = -403853.298819
  nChanged 16
		SP:Iteration 36Q (49641.270000 sec): 3 clusters
  Score: Raw -406499.865360 + Penalty 2643.225071 = -403856.640289
  nChanged 11
		SP:Iteration 37Q (49641.490000 sec): 3 clusters
  Score: Raw -406502.770041 + Penalty 2643.225071 = -403859.544970
  nChanged 11
		SP:Iteration 38Q (49641.640000 sec): 3 clusters
  Score: Raw -406506.366697 + Penalty 2643.225071 = -403863.141626
  nChanged 10
		SP:Iteration 39Q (49641.800000 sec): 3 clusters
  Score: Raw -406509.216103 + Penalty 2643.225071 = -403865.991031
  nChanged 8
		SP:Iteration 40F (49642.000000 sec): 3 clusters
  Score: Raw -406512.758634 + Penalty 2643.225071 = -403869.533563
  nChanged 14
		SP:Iteration 41Q (49642.170000 sec): 3 clusters
  Score: Raw -406517.731556 + Penalty 2643.225071 = -403874.506485
  nChanged 17
		SP:Iteration 42Q (49642.350000 sec): 3 clusters
  Score: Raw -406522.407788 + Penalty 2643.225071 = -403879.182717
  nChanged 7
		SP:Iteration 43Q (49642.530000 sec): 3 clusters
  Score: Raw -406524.865140 + Penalty 2643.225071 = -403881.640069
  nChanged 7
		SP:Iteration 44Q (49642.720000 sec): 3 clusters
  Score: Raw -406527.223505 + Penalty 2643.225071 = -403883.998434
  nChanged 8
		SP:Iteration 45Q (49642.910000 sec): 3 clusters
  Score: Raw -406528.966407 + Penalty 2643.225071 = -403885.741336
  nChanged 3
		SP:Iteration 46Q (49643.150000 sec): 3 clusters
  Score: Raw -406529.799473 + Penalty 2643.225071 = -403886.574402
  nChanged 3
		SP:Iteration 47Q (49643.330000 sec): 3 clusters
  Score: Raw -406530.852741 + Penalty 2643.225071 = -403887.627670
  nChanged 0
		SP:Iteration 48F (49643.500000 sec): 3 clusters
  Score: Raw -406530.852741 + Penalty 2643.225071 = -403887.627670
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49643.600000 sec): 2 clusters
  Score: Raw -340741.968514 + Penalty 1295.861587 = -339446.106926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49643.820000 sec): 3 clusters
  Score: Raw -339423.549778 + Penalty 2591.723174 = -336831.826604
  nChanged 1081
		SP:Iteration 1F (49643.970000 sec): 3 clusters
  Score: Raw -340091.804861 + Penalty 2591.723174 = -337500.081687
  nChanged 244
		SP:Iteration 2F (49644.160000 sec): 3 clusters
  Score: Raw -340285.725525 + Penalty 2591.723174 = -337694.002351
  nChanged 162
		SP:Iteration 3F (49644.360000 sec): 3 clusters
  Score: Raw -340378.540089 + Penalty 2591.723174 = -337786.816915
  nChanged 102
		SP:Iteration 4Q (49644.560000 sec): 3 clusters
  Score: Raw -340432.582458 + Penalty 2591.723174 = -337840.859283
  nChanged 70
		SP:Iteration 5Q (49644.730000 sec): 3 clusters
  Score: Raw -340474.717591 + Penalty 2591.723174 = -337882.994416
  nChanged 75
		SP:Iteration 6Q (49644.950000 sec): 3 clusters
  Score: Raw -340508.915884 + Penalty 2591.723174 = -337917.192709
  nChanged 43
		SP:Iteration 7Q (49645.090000 sec): 3 clusters
  Score: Raw -340527.544035 + Penalty 2591.723174 = -337935.820860
  nChanged 45
		SP:Iteration 8Q (49645.280000 sec): 3 clusters
  Score: Raw -340549.907041 + Penalty 2591.723174 = -337958.183866
  nChanged 43
		SP:Iteration 9Q (49645.450000 sec): 3 clusters
  Score: Raw -340569.925932 + Penalty 2591.723174 = -337978.202758
  nChanged 46
		SP:Iteration 10Q (49645.660000 sec): 3 clusters
  Score: Raw -340590.989948 + Penalty 2591.723174 = -337999.266774
  nChanged 45
		SP:Iteration 11Q (49645.800000 sec): 3 clusters
  Score: Raw -340608.893084 + Penalty 2591.723174 = -338017.169910
  nChanged 26
		SP:Iteration 12Q (49646.010000 sec): 3 clusters
  Score: Raw -340618.173538 + Penalty 2591.723174 = -338026.450363
  nChanged 17
		SP:Iteration 13Q (49646.200000 sec): 3 clusters
  Score: Raw -340625.573010 + Penalty 2591.723174 = -338033.849836
  nChanged 19
		SP:Iteration 14Q (49646.360000 sec): 3 clusters
  Score: Raw -340633.733111 + Penalty 2591.723174 = -338042.009937
  nChanged 32
		SP:Iteration 15Q (49646.530000 sec): 3 clusters
  Score: Raw -340647.363596 + Penalty 2591.723174 = -338055.640421
  nChanged 27
		SP:Iteration 16Q (49646.740000 sec): 3 clusters
  Score: Raw -340660.068886 + Penalty 2591.723174 = -338068.345712
  nChanged 24
		SP:Iteration 17Q (49646.910000 sec): 3 clusters
  Score: Raw -340672.620177 + Penalty 2591.723174 = -338080.897003
  nChanged 20
		SP:Iteration 18Q (49647.060000 sec): 3 clusters
  Score: Raw -340680.468867 + Penalty 2591.723174 = -338088.745692
  nChanged 18
		SP:Iteration 19Q (49647.230000 sec): 3 clusters
  Score: Raw -340686.257696 + Penalty 2591.723174 = -338094.534522
  nChanged 20
		SP:Iteration 20F (49647.410000 sec): 3 clusters
  Score: Raw -340694.121760 + Penalty 2591.723174 = -338102.398586
  nChanged 16
		SP:Iteration 21Q (49647.570000 sec): 3 clusters
  Score: Raw -340700.860449 + Penalty 2591.723174 = -338109.137275
  nChanged 16
		SP:Iteration 22Q (49647.750000 sec): 3 clusters
  Score: Raw -340708.947225 + Penalty 2591.723174 = -338117.224050
  nChanged 17
		SP:Iteration 23Q (49647.940000 sec): 3 clusters
  Score: Raw -340717.881622 + Penalty 2591.723174 = -338126.158448
  nChanged 23
		SP:Iteration 24Q (49648.130000 sec): 3 clusters
  Score: Raw -340731.022418 + Penalty 2591.723174 = -338139.299244
  nChanged 20
		SP:Iteration 25Q (49648.280000 sec): 3 clusters
  Score: Raw -340739.805385 + Penalty 2591.723174 = -338148.082210
  nChanged 18
		SP:Iteration 26Q (49648.430000 sec): 3 clusters
  Score: Raw -340748.598349 + Penalty 2591.723174 = -338156.875175
  nChanged 23
		SP:Iteration 27Q (49648.640000 sec): 3 clusters
  Score: Raw -340757.869381 + Penalty 2591.723174 = -338166.146207
  nChanged 21
		SP:Iteration 28Q (49648.770000 sec): 3 clusters
  Score: Raw -340768.124402 + Penalty 2591.723174 = -338176.401228
  nChanged 25
		SP:Iteration 29Q (49648.960000 sec): 3 clusters
  Score: Raw -340779.781026 + Penalty 2591.723174 = -338188.057851
  nChanged 22
		SP:Iteration 30Q (49649.130000 sec): 3 clusters
  Score: Raw -340791.978146 + Penalty 2591.723174 = -338200.254971
  nChanged 27
		SP:Iteration 31Q (49649.270000 sec): 3 clusters
  Score: Raw -340808.969927 + Penalty 2591.723174 = -338217.246752
  nChanged 23
		SP:Iteration 32Q (49649.450000 sec): 3 clusters
  Score: Raw -340819.194145 + Penalty 2591.723174 = -338227.470970
  nChanged 15
		SP:Iteration 33Q (49649.660000 sec): 3 clusters
  Score: Raw -340827.895717 + Penalty 2591.723174 = -338236.172542
  nChanged 21
		SP:Iteration 34Q (49649.870000 sec): 3 clusters
  Score: Raw -340839.569570 + Penalty 2591.723174 = -338247.846395
  nChanged 26
		SP:Iteration 35Q (49650.030000 sec): 3 clusters
  Score: Raw -340853.296782 + Penalty 2591.723174 = -338261.573607
  nChanged 19
		SP:Iteration 36Q (49650.250000 sec): 3 clusters
  Score: Raw -340868.125161 + Penalty 2591.723174 = -338276.401986
  nChanged 23
		SP:Iteration 37Q (49650.400000 sec): 3 clusters
  Score: Raw -340885.695856 + Penalty 2591.723174 = -338293.972682
  nChanged 29
		SP:Iteration 38Q (49650.590000 sec): 3 clusters
  Score: Raw -340902.591578 + Penalty 2591.723174 = -338310.868403
  nChanged 22
		SP:Iteration 39Q (49650.780000 sec): 3 clusters
  Score: Raw -340915.094392 + Penalty 2591.723174 = -338323.371218
  nChanged 16
		SP:Iteration 40F (49650.950000 sec): 3 clusters
  Score: Raw -340924.141862 + Penalty 2591.723174 = -338332.418688
  nChanged 18
		SP:Iteration 41Q (49651.150000 sec): 3 clusters
  Score: Raw -340937.074172 + Penalty 2591.723174 = -338345.350998
  nChanged 28
		SP:Iteration 42Q (49651.310000 sec): 3 clusters
  Score: Raw -340962.328485 + Penalty 2591.723174 = -338370.605311
  nChanged 30
		SP:Iteration 43Q (49651.490000 sec): 3 clusters
  Score: Raw -340984.777726 + Penalty 2591.723174 = -338393.054552
  nChanged 29
		SP:Iteration 44Q (49651.650000 sec): 3 clusters
  Score: Raw -341014.691131 + Penalty 2591.723174 = -338422.967957
  nChanged 37
		SP:Iteration 45Q (49651.790000 sec): 3 clusters
  Score: Raw -341040.999114 + Penalty 2591.723174 = -338449.275940
  nChanged 21
		SP:Iteration 46Q (49651.980000 sec): 3 clusters
  Score: Raw -341058.900553 + Penalty 2591.723174 = -338467.177379
  nChanged 31
		SP:Iteration 47Q (49652.140000 sec): 3 clusters
  Score: Raw -341077.971851 + Penalty 2591.723174 = -338486.248677
  nChanged 16
		SP:Iteration 48Q (49652.310000 sec): 3 clusters
  Score: Raw -341085.274789 + Penalty 2591.723174 = -338493.551614
  nChanged 8
		SP:Iteration 49Q (49652.490000 sec): 3 clusters
  Score: Raw -341090.325915 + Penalty 2591.723174 = -338498.602741
  nChanged 10
		SP:Iteration 50Q (49652.670000 sec): 3 clusters
  Score: Raw -341094.684912 + Penalty 2591.723174 = -338502.961738
  nChanged 7
		SP:Iteration 51Q (49652.840000 sec): 3 clusters
  Score: Raw -341099.862984 + Penalty 2591.723174 = -338508.139810
  nChanged 7
		SP:Iteration 52Q (49653.030000 sec): 3 clusters
  Score: Raw -341104.745183 + Penalty 2591.723174 = -338513.022009
  nChanged 6
		SP:Iteration 53Q (49653.180000 sec): 3 clusters
  Score: Raw -341109.051650 + Penalty 2591.723174 = -338517.328475
  nChanged 7
		SP:Iteration 54Q (49653.380000 sec): 3 clusters
  Score: Raw -341113.950501 + Penalty 2591.723174 = -338522.227326
  nChanged 7
		SP:Iteration 55Q (49653.580000 sec): 3 clusters
  Score: Raw -341118.324577 + Penalty 2591.723174 = -338526.601403
  nChanged 9
		SP:Iteration 56Q (49653.750000 sec): 3 clusters
  Score: Raw -341122.570624 + Penalty 2591.723174 = -338530.847450
  nChanged 8
		SP:Iteration 57Q (49653.930000 sec): 3 clusters
  Score: Raw -341126.477210 + Penalty 2591.723174 = -338534.754035
  nChanged 7
		SP:Iteration 58Q (49654.130000 sec): 3 clusters
  Score: Raw -341129.341938 + Penalty 2591.723174 = -338537.618763
  nChanged 4
		SP:Iteration 59Q (49654.290000 sec): 3 clusters
  Score: Raw -341132.822183 + Penalty 2591.723174 = -338541.099009
  nChanged 6
		SP:Iteration 60F (49654.470000 sec): 3 clusters
  Score: Raw -341135.799905 + Penalty 2591.723174 = -338544.076731
  nChanged 4
		SP:Iteration 61Q (49654.670000 sec): 3 clusters
  Score: Raw -341138.572365 + Penalty 2591.723174 = -338546.849190
  nChanged 5
		SP:Iteration 62Q (49654.820000 sec): 3 clusters
  Score: Raw -341141.570444 + Penalty 2591.723174 = -338549.847270
  nChanged 5
		SP:Iteration 63Q (49655.000000 sec): 3 clusters
  Score: Raw -341144.768128 + Penalty 2591.723174 = -338553.044954
  nChanged 5
		SP:Iteration 64Q (49655.190000 sec): 3 clusters
  Score: Raw -341147.046671 + Penalty 2591.723174 = -338555.323497
  nChanged 4
		SP:Iteration 65Q (49655.400000 sec): 3 clusters
  Score: Raw -341150.932920 + Penalty 2591.723174 = -338559.209746
  nChanged 7
		SP:Iteration 66Q (49655.590000 sec): 3 clusters
  Score: Raw -341155.898408 + Penalty 2591.723174 = -338564.175234
  nChanged 8
		SP:Iteration 67Q (49655.740000 sec): 3 clusters
  Score: Raw -341161.185579 + Penalty 2591.723174 = -338569.462404
  nChanged 10
		SP:Iteration 68Q (49655.940000 sec): 3 clusters
  Score: Raw -341166.619994 + Penalty 2591.723174 = -338574.896819
  nChanged 13
		SP:Iteration 69Q (49656.130000 sec): 3 clusters
  Score: Raw -341173.242835 + Penalty 2591.723174 = -338581.519661
  nChanged 7
		SP:Iteration 70Q (49656.340000 sec): 3 clusters
  Score: Raw -341177.706446 + Penalty 2591.723174 = -338585.983272
  nChanged 10
		SP:Iteration 71Q (49656.450000 sec): 3 clusters
  Score: Raw -341182.334414 + Penalty 2591.723174 = -338590.611240
  nChanged 10
		SP:Iteration 72Q (49656.640000 sec): 3 clusters
  Score: Raw -341188.434892 + Penalty 2591.723174 = -338596.711718
  nChanged 11
		SP:Iteration 73Q (49656.810000 sec): 3 clusters
  Score: Raw -341194.087626 + Penalty 2591.723174 = -338602.364452
  nChanged 6
		SP:Iteration 74Q (49656.950000 sec): 3 clusters
  Score: Raw -341197.473753 + Penalty 2591.723174 = -338605.750578
  nChanged 4
		SP:Iteration 75Q (49657.160000 sec): 3 clusters
  Score: Raw -341199.854107 + Penalty 2591.723174 = -338608.130932
  nChanged 5
		SP:Iteration 76Q (49657.350000 sec): 3 clusters
  Score: Raw -341204.400777 + Penalty 2591.723174 = -338612.677602
  nChanged 5
		SP:Iteration 77Q (49657.530000 sec): 3 clusters
  Score: Raw -341207.592626 + Penalty 2591.723174 = -338615.869452
  nChanged 5
		SP:Iteration 78Q (49657.670000 sec): 3 clusters
  Score: Raw -341213.342199 + Penalty 2591.723174 = -338621.619025
  nChanged 5
		SP:Iteration 79Q (49657.880000 sec): 3 clusters
  Score: Raw -341218.217451 + Penalty 2591.723174 = -338626.494276
  nChanged 6
		SP:Iteration 80F (49658.080000 sec): 3 clusters
  Score: Raw -341221.137051 + Penalty 2591.723174 = -338629.413877
  nChanged 8
		SP:Iteration 81Q (49658.200000 sec): 3 clusters
  Score: Raw -341226.222420 + Penalty 2591.723174 = -338634.499246
  nChanged 7
		SP:Iteration 82Q (49658.410000 sec): 3 clusters
  Score: Raw -341229.955751 + Penalty 2591.723174 = -338638.232576
  nChanged 8
		SP:Iteration 83Q (49658.560000 sec): 3 clusters
  Score: Raw -341235.463635 + Penalty 2591.723174 = -338643.740460
  nChanged 10
		SP:Iteration 84Q (49658.700000 sec): 3 clusters
  Score: Raw -341242.728660 + Penalty 2591.723174 = -338651.005485
  nChanged 16
		SP:Iteration 85Q (49658.910000 sec): 3 clusters
  Score: Raw -341252.787841 + Penalty 2591.723174 = -338661.064667
  nChanged 11
		SP:Iteration 86Q (49659.050000 sec): 3 clusters
  Score: Raw -341262.433493 + Penalty 2591.723174 = -338670.710319
  nChanged 12
		SP:Iteration 87Q (49659.250000 sec): 3 clusters
  Score: Raw -341273.893728 + Penalty 2591.723174 = -338682.170554
  nChanged 17
		SP:Iteration 88Q (49659.410000 sec): 3 clusters
  Score: Raw -341289.254572 + Penalty 2591.723174 = -338697.531397
  nChanged 15
		SP:Iteration 89Q (49659.570000 sec): 3 clusters
  Score: Raw -341300.149327 + Penalty 2591.723174 = -338708.426152
  nChanged 10
		SP:Iteration 90Q (49659.730000 sec): 3 clusters
  Score: Raw -341307.501473 + Penalty 2591.723174 = -338715.778299
  nChanged 9
		SP:Iteration 91Q (49659.910000 sec): 3 clusters
  Score: Raw -341313.909099 + Penalty 2591.723174 = -338722.185925
  nChanged 6
		SP:Iteration 92Q (49660.080000 sec): 3 clusters
  Score: Raw -341316.134109 + Penalty 2591.723174 = -338724.410935
  nChanged 2
		SP:Iteration 93Q (49660.290000 sec): 3 clusters
  Score: Raw -341317.889602 + Penalty 2591.723174 = -338726.166428
  nChanged 0
		SP:Iteration 94F (49660.460000 sec): 3 clusters
  Score: Raw -341317.889602 + Penalty 2591.723174 = -338726.166428
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49660.550000 sec): 2 clusters
  Score: Raw -336565.860592 + Penalty 1298.193366 = -335267.667226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49660.750000 sec): 3 clusters
  Score: Raw -335226.006972 + Penalty 2596.386732 = -332629.620240
  nChanged 1083
		SP:Iteration 1F (49660.940000 sec): 3 clusters
  Score: Raw -335895.664049 + Penalty 2596.386732 = -333299.277317
  nChanged 246
		SP:Iteration 2F (49661.080000 sec): 3 clusters
  Score: Raw -336053.795478 + Penalty 2596.386732 = -333457.408746
  nChanged 180
		SP:Iteration 3F (49661.280000 sec): 3 clusters
  Score: Raw -336182.329999 + Penalty 2596.386732 = -333585.943266
  nChanged 150
		SP:Iteration 4F (49661.500000 sec): 3 clusters
  Score: Raw -336303.464614 + Penalty 2596.386732 = -333707.077881
  nChanged 138
		SP:Iteration 5Q (49661.640000 sec): 3 clusters
  Score: Raw -336433.093461 + Penalty 2596.386732 = -333836.706729
  nChanged 143
		SP:Iteration 6Q (49661.850000 sec): 3 clusters
  Score: Raw -336583.652955 + Penalty 2596.386732 = -333987.266223
  nChanged 142
		SP:Iteration 7Q (49662.000000 sec): 3 clusters
  Score: Raw -336732.253295 + Penalty 2596.386732 = -334135.866562
  nChanged 133
		SP:Iteration 8Q (49662.170000 sec): 3 clusters
  Score: Raw -336859.757623 + Penalty 2596.386732 = -334263.370890
  nChanged 112
		SP:Iteration 9Q (49662.380000 sec): 3 clusters
  Score: Raw -336951.870456 + Penalty 2596.386732 = -334355.483724
  nChanged 85
		SP:Iteration 10Q (49662.540000 sec): 3 clusters
  Score: Raw -337002.814903 + Penalty 2596.386732 = -334406.428171
  nChanged 65
		SP:Iteration 11Q (49662.740000 sec): 3 clusters
  Score: Raw -337048.971062 + Penalty 2596.386732 = -334452.584330
  nChanged 57
		SP:Iteration 12Q (49662.900000 sec): 3 clusters
  Score: Raw -337087.125358 + Penalty 2596.386732 = -334490.738626
  nChanged 45
		SP:Iteration 13Q (49663.100000 sec): 3 clusters
  Score: Raw -337123.310566 + Penalty 2596.386732 = -334526.923834
  nChanged 44
		SP:Iteration 14Q (49663.300000 sec): 3 clusters
  Score: Raw -337149.570073 + Penalty 2596.386732 = -334553.183341
  nChanged 35
		SP:Iteration 15Q (49663.530000 sec): 3 clusters
  Score: Raw -337170.587861 + Penalty 2596.386732 = -334574.201129
  nChanged 26
		SP:Iteration 16Q (49663.710000 sec): 3 clusters
  Score: Raw -337184.639568 + Penalty 2596.386732 = -334588.252836
  nChanged 16
		SP:Iteration 17Q (49663.860000 sec): 3 clusters
  Score: Raw -337190.557003 + Penalty 2596.386732 = -334594.170270
  nChanged 16
		SP:Iteration 18Q (49664.050000 sec): 3 clusters
  Score: Raw -337197.040955 + Penalty 2596.386732 = -334600.654223
  nChanged 11
		SP:Iteration 19Q (49664.230000 sec): 3 clusters
  Score: Raw -337201.093374 + Penalty 2596.386732 = -334604.706642
  nChanged 7
		SP:Iteration 20F (49664.380000 sec): 3 clusters
  Score: Raw -337203.322117 + Penalty 2596.386732 = -334606.935385
  nChanged 5
		SP:Iteration 21Q (49664.550000 sec): 3 clusters
  Score: Raw -337207.113193 + Penalty 2596.386732 = -334610.726461
  nChanged 5
		SP:Iteration 22Q (49664.730000 sec): 3 clusters
  Score: Raw -337209.193039 + Penalty 2596.386732 = -334612.806307
  nChanged 3
		SP:Iteration 23Q (49664.890000 sec): 3 clusters
  Score: Raw -337210.215096 + Penalty 2596.386732 = -334613.828364
  nChanged 4
		SP:Iteration 24Q (49665.050000 sec): 3 clusters
  Score: Raw -337212.985675 + Penalty 2596.386732 = -334616.598943
  nChanged 7
		SP:Iteration 25Q (49665.240000 sec): 3 clusters
  Score: Raw -337217.902744 + Penalty 2596.386732 = -334621.516012
  nChanged 11
		SP:Iteration 26Q (49665.400000 sec): 3 clusters
  Score: Raw -337225.543959 + Penalty 2596.386732 = -334629.157226
  nChanged 14
		SP:Iteration 27Q (49665.590000 sec): 3 clusters
  Score: Raw -337239.013462 + Penalty 2596.386732 = -334642.626730
  nChanged 15
		SP:Iteration 28Q (49665.780000 sec): 3 clusters
  Score: Raw -337246.675269 + Penalty 2596.386732 = -334650.288537
  nChanged 8
		SP:Iteration 29Q (49665.940000 sec): 3 clusters
  Score: Raw -337251.377398 + Penalty 2596.386732 = -334654.990666
  nChanged 13
		SP:Iteration 30Q (49666.110000 sec): 3 clusters
  Score: Raw -337257.193296 + Penalty 2596.386732 = -334660.806563
  nChanged 13
		SP:Iteration 31Q (49666.300000 sec): 3 clusters
  Score: Raw -337263.185661 + Penalty 2596.386732 = -334666.798928
  nChanged 11
		SP:Iteration 32Q (49666.480000 sec): 3 clusters
  Score: Raw -337267.966907 + Penalty 2596.386732 = -334671.580174
  nChanged 8
		SP:Iteration 33Q (49666.650000 sec): 3 clusters
  Score: Raw -337270.620398 + Penalty 2596.386732 = -334674.233666
  nChanged 8
		SP:Iteration 34Q (49666.820000 sec): 3 clusters
  Score: Raw -337273.529754 + Penalty 2596.386732 = -334677.143022
  nChanged 5
		SP:Iteration 35Q (49667.020000 sec): 3 clusters
  Score: Raw -337274.650744 + Penalty 2596.386732 = -334678.264012
  nChanged 5
		SP:Iteration 36Q (49667.200000 sec): 3 clusters
  Score: Raw -337275.998297 + Penalty 2596.386732 = -334679.611565
  nChanged 2
		SP:Iteration 37Q (49667.390000 sec): 3 clusters
  Score: Raw -337277.682543 + Penalty 2596.386732 = -334681.295811
  nChanged 1
		SP:Iteration 38Q (49667.560000 sec): 3 clusters
  Score: Raw -337277.982794 + Penalty 2596.386732 = -334681.596062
  nChanged 2
		SP:Iteration 39Q (49667.750000 sec): 3 clusters
  Score: Raw -337278.476861 + Penalty 2596.386732 = -334682.090129
  nChanged 3
		SP:Iteration 40F (49667.920000 sec): 3 clusters
  Score: Raw -337279.398760 + Penalty 2596.386732 = -334683.012028
  nChanged 2
		SP:Iteration 41Q (49668.080000 sec): 3 clusters
  Score: Raw -337279.759210 + Penalty 2596.386732 = -334683.372477
  nChanged 0
		SP:Iteration 42F (49668.300000 sec): 3 clusters
  Score: Raw -337279.759210 + Penalty 2596.386732 = -334683.372477
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49668.430000 sec): 2 clusters
  Score: Raw -1733667.359971 + Penalty 1555.006824 = -1732112.353146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49668.670000 sec): 3 clusters
  Score: Raw -1725250.819299 + Penalty 3110.013649 = -1722140.805650
  nChanged 6380
		SP:Iteration 1F (49668.910000 sec): 3 clusters
  Score: Raw -1728746.781755 + Penalty 3110.013649 = -1725636.768106
  nChanged 854
		SP:Iteration 2F (49669.090000 sec): 3 clusters
  Score: Raw -1729171.335712 + Penalty 3110.013649 = -1726061.322063
  nChanged 818
		SP:Iteration 3F (49669.360000 sec): 3 clusters
  Score: Raw -1729643.974982 + Penalty 3110.013649 = -1726533.961333
  nChanged 841
		SP:Iteration 4F (49669.560000 sec): 3 clusters
  Score: Raw -1730136.279444 + Penalty 3110.013649 = -1727026.265796
  nChanged 833
		SP:Iteration 5F (49669.790000 sec): 3 clusters
  Score: Raw -1730631.517919 + Penalty 3110.013649 = -1727521.504270
  nChanged 808
		SP:Iteration 6F (49670.060000 sec): 3 clusters
  Score: Raw -1731116.000040 + Penalty 3110.013649 = -1728005.986391
  nChanged 749
		SP:Iteration 7F (49670.240000 sec): 3 clusters
  Score: Raw -1731564.698792 + Penalty 3110.013649 = -1728454.685144
  nChanged 642
		SP:Iteration 8Q (49670.510000 sec): 3 clusters
  Score: Raw -1731946.077235 + Penalty 3110.013649 = -1728836.063586
  nChanged 601
		SP:Iteration 9Q (49670.770000 sec): 3 clusters
  Score: Raw -1732320.489913 + Penalty 3110.013649 = -1729210.476264
  nChanged 530
		SP:Iteration 10Q (49670.950000 sec): 3 clusters
  Score: Raw -1732645.393258 + Penalty 3110.013649 = -1729535.379609
  nChanged 430
		SP:Iteration 11Q (49671.200000 sec): 3 clusters
  Score: Raw -1732894.887463 + Penalty 3110.013649 = -1729784.873814
  nChanged 393
		SP:Iteration 12Q (49671.450000 sec): 3 clusters
  Score: Raw -1733129.063130 + Penalty 3110.013649 = -1730019.049481
  nChanged 336
		SP:Iteration 13Q (49671.680000 sec): 3 clusters
  Score: Raw -1733324.193863 + Penalty 3110.013649 = -1730214.180214
  nChanged 266
		SP:Iteration 14Q (49671.910000 sec): 3 clusters
  Score: Raw -1733451.321484 + Penalty 3110.013649 = -1730341.307835
  nChanged 221
		SP:Iteration 15Q (49672.130000 sec): 3 clusters
  Score: Raw -1733543.787788 + Penalty 3110.013649 = -1730433.774139
  nChanged 185
		SP:Iteration 16Q (49672.390000 sec): 3 clusters
  Score: Raw -1733612.202210 + Penalty 3110.013649 = -1730502.188561
  nChanged 135
		SP:Iteration 17Q (49672.620000 sec): 3 clusters
  Score: Raw -1733657.531345 + Penalty 3110.013649 = -1730547.517696
  nChanged 136
		SP:Iteration 18Q (49672.870000 sec): 3 clusters
  Score: Raw -1733698.268592 + Penalty 3110.013649 = -1730588.254943
  nChanged 116
		SP:Iteration 19Q (49673.080000 sec): 3 clusters
  Score: Raw -1733730.457905 + Penalty 3110.013649 = -1730620.444256
  nChanged 104
		SP:Iteration 20F (49673.300000 sec): 3 clusters
  Score: Raw -1733756.321582 + Penalty 3110.013649 = -1730646.307934
  nChanged 94
		SP:Iteration 21Q (49673.500000 sec): 3 clusters
  Score: Raw -1733777.866598 + Penalty 3110.013649 = -1730667.852949
  nChanged 80
		SP:Iteration 22Q (49673.720000 sec): 3 clusters
  Score: Raw -1733795.742453 + Penalty 3110.013649 = -1730685.728804
  nChanged 70
		SP:Iteration 23Q (49673.960000 sec): 3 clusters
  Score: Raw -1733810.521443 + Penalty 3110.013649 = -1730700.507794
  nChanged 69
		SP:Iteration 24Q (49674.150000 sec): 3 clusters
  Score: Raw -1733823.088501 + Penalty 3110.013649 = -1730713.074852
  nChanged 61
		SP:Iteration 25Q (49674.390000 sec): 3 clusters
  Score: Raw -1733833.550031 + Penalty 3110.013649 = -1730723.536382
  nChanged 50
		SP:Iteration 26Q (49674.610000 sec): 3 clusters
  Score: Raw -1733841.325951 + Penalty 3110.013649 = -1730731.312302
  nChanged 42
		SP:Iteration 27Q (49674.810000 sec): 3 clusters
  Score: Raw -1733847.799262 + Penalty 3110.013649 = -1730737.785613
  nChanged 40
		SP:Iteration 28Q (49675.080000 sec): 3 clusters
  Score: Raw -1733853.088355 + Penalty 3110.013649 = -1730743.074706
  nChanged 37
		SP:Iteration 29Q (49675.280000 sec): 3 clusters
  Score: Raw -1733857.739299 + Penalty 3110.013649 = -1730747.725650
  nChanged 38
		SP:Iteration 30Q (49675.540000 sec): 3 clusters
  Score: Raw -1733863.378629 + Penalty 3110.013649 = -1730753.364980
  nChanged 34
		SP:Iteration 31Q (49675.770000 sec): 3 clusters
  Score: Raw -1733868.024669 + Penalty 3110.013649 = -1730758.011020
  nChanged 33
		SP:Iteration 32Q (49675.960000 sec): 3 clusters
  Score: Raw -1733871.768663 + Penalty 3110.013649 = -1730761.755014
  nChanged 24
		SP:Iteration 33Q (49676.190000 sec): 3 clusters
  Score: Raw -1733874.456459 + Penalty 3110.013649 = -1730764.442810
  nChanged 20
		SP:Iteration 34Q (49676.400000 sec): 3 clusters
  Score: Raw -1733876.944894 + Penalty 3110.013649 = -1730766.931245
  nChanged 14
		SP:Iteration 35Q (49676.630000 sec): 3 clusters
  Score: Raw -1733877.957771 + Penalty 3110.013649 = -1730767.944122
  nChanged 13
		SP:Iteration 36Q (49676.880000 sec): 3 clusters
  Score: Raw -1733879.020579 + Penalty 3110.013649 = -1730769.006930
  nChanged 12
		SP:Iteration 37Q (49677.090000 sec): 3 clusters
  Score: Raw -1733880.086380 + Penalty 3110.013649 = -1730770.072731
  nChanged 12
		SP:Iteration 38Q (49677.310000 sec): 3 clusters
  Score: Raw -1733881.257657 + Penalty 3110.013649 = -1730771.244009
  nChanged 6
		SP:Iteration 39Q (49677.520000 sec): 3 clusters
  Score: Raw -1733881.792611 + Penalty 3110.013649 = -1730771.778962
  nChanged 6
		SP:Iteration 40F (49677.780000 sec): 3 clusters
  Score: Raw -1733882.261141 + Penalty 3110.013649 = -1730772.247492
  nChanged 4
		SP:Iteration 41Q (49677.970000 sec): 3 clusters
  Score: Raw -1733882.723380 + Penalty 3110.013649 = -1730772.709731
  nChanged 4
		SP:Iteration 42Q (49678.220000 sec): 3 clusters
  Score: Raw -1733883.023802 + Penalty 3110.013649 = -1730773.010153
  nChanged 2
		SP:Iteration 43Q (49678.460000 sec): 3 clusters
  Score: Raw -1733883.227991 + Penalty 3110.013649 = -1730773.214342
  nChanged 4
		SP:Iteration 44Q (49678.670000 sec): 3 clusters
  Score: Raw -1733883.585959 + Penalty 3110.013649 = -1730773.572310
  nChanged 6
		SP:Iteration 45Q (49678.940000 sec): 3 clusters
  Score: Raw -1733883.884720 + Penalty 3110.013649 = -1730773.871071
  nChanged 1
		SP:Iteration 46Q (49679.150000 sec): 3 clusters
  Score: Raw -1733884.065822 + Penalty 3110.013649 = -1730774.052173
  nChanged 2
		SP:Iteration 47Q (49679.400000 sec): 3 clusters
  Score: Raw -1733884.218173 + Penalty 3110.013649 = -1730774.204524
  nChanged 2
		SP:Iteration 48Q (49679.610000 sec): 3 clusters
  Score: Raw -1733884.363716 + Penalty 3110.013649 = -1730774.350067
  nChanged 1
		SP:Iteration 49Q (49679.850000 sec): 3 clusters
  Score: Raw -1733884.392544 + Penalty 3110.013649 = -1730774.378895
  nChanged 0
		SP:Iteration 50F (49680.070000 sec): 3 clusters
  Score: Raw -1733884.392544 + Penalty 3110.013649 = -1730774.378895
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49680.420000 sec): 2 clusters
  Score: Raw -6079567.846363 + Penalty 1765.310725 = -6077802.535638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49680.810000 sec): 3 clusters
  Score: Raw -6046307.235939 + Penalty 3530.621449 = -6042776.614489
  nChanged 24651
		SP:Iteration 1F (49681.160000 sec): 3 clusters
  Score: Raw -6060803.084816 + Penalty 3530.621449 = -6057272.463367
  nChanged 2488
		SP:Iteration 2Q (49681.580000 sec): 3 clusters
  Score: Raw -6061672.574714 + Penalty 3530.621449 = -6058141.953265
  nChanged 2493
		SP:Iteration 3Q (49682.030000 sec): 3 clusters
  Score: Raw -6062594.678056 + Penalty 3530.621449 = -6059064.056607
  nChanged 2437
		SP:Iteration 4Q (49682.430000 sec): 3 clusters
  Score: Raw -6063641.593622 + Penalty 3530.621449 = -6060110.972173
  nChanged 2687
		SP:Iteration 5F (49682.820000 sec): 3 clusters
  Score: Raw -6064997.894927 + Penalty 3530.621449 = -6061467.273478
  nChanged 2794
		SP:Iteration 6F (49683.230000 sec): 3 clusters
  Score: Raw -6066625.973816 + Penalty 3530.621449 = -6063095.352367
  nChanged 2900
		SP:Iteration 7F (49683.630000 sec): 3 clusters
  Score: Raw -6068478.483924 + Penalty 3530.621449 = -6064947.862475
  nChanged 2805
		SP:Iteration 8F (49684.060000 sec): 3 clusters
  Score: Raw -6070306.006794 + Penalty 3530.621449 = -6066775.385345
  nChanged 2537
		SP:Iteration 9Q (49684.460000 sec): 3 clusters
  Score: Raw -6071701.188211 + Penalty 3530.621449 = -6068170.566762
  nChanged 1975
		SP:Iteration 10Q (49684.890000 sec): 3 clusters
  Score: Raw -6072492.718544 + Penalty 3530.621449 = -6068962.097095
  nChanged 1327
		SP:Iteration 11Q (49685.300000 sec): 3 clusters
  Score: Raw -6072862.721274 + Penalty 3530.621449 = -6069332.099825
  nChanged 866
		SP:Iteration 12Q (49685.710000 sec): 3 clusters
  Score: Raw -6073066.001422 + Penalty 3530.621449 = -6069535.379973
  nChanged 658
		SP:Iteration 13Q (49686.120000 sec): 3 clusters
  Score: Raw -6073208.694155 + Penalty 3530.621449 = -6069678.072705
  nChanged 581
		SP:Iteration 14Q (49686.520000 sec): 3 clusters
  Score: Raw -6073325.347022 + Penalty 3530.621449 = -6069794.725573
  nChanged 532
		SP:Iteration 15Q (49686.900000 sec): 3 clusters
  Score: Raw -6073437.047063 + Penalty 3530.621449 = -6069906.425614
  nChanged 562
		SP:Iteration 16Q (49687.310000 sec): 3 clusters
  Score: Raw -6073558.340161 + Penalty 3530.621449 = -6070027.718712
  nChanged 535
		SP:Iteration 17Q (49687.740000 sec): 3 clusters
  Score: Raw -6073668.907219 + Penalty 3530.621449 = -6070138.285770
  nChanged 522
		SP:Iteration 18Q (49688.160000 sec): 3 clusters
  Score: Raw -6073772.295665 + Penalty 3530.621449 = -6070241.674216
  nChanged 478
		SP:Iteration 19Q (49688.560000 sec): 3 clusters
  Score: Raw -6073867.181314 + Penalty 3530.621449 = -6070336.559865
  nChanged 430
		SP:Iteration 20F (49688.880000 sec): 3 clusters
  Score: Raw -6073945.723916 + Penalty 3530.621449 = -6070415.102467
  nChanged 410
		SP:Iteration 21Q (49689.320000 sec): 3 clusters
  Score: Raw -6074025.176887 + Penalty 3530.621449 = -6070494.555438
  nChanged 399
		SP:Iteration 22Q (49689.760000 sec): 3 clusters
  Score: Raw -6074100.371933 + Penalty 3530.621449 = -6070569.750484
  nChanged 391
		SP:Iteration 23Q (49690.140000 sec): 3 clusters
  Score: Raw -6074173.908563 + Penalty 3530.621449 = -6070643.287114
  nChanged 362
		SP:Iteration 24Q (49690.520000 sec): 3 clusters
  Score: Raw -6074238.345139 + Penalty 3530.621449 = -6070707.723690
  nChanged 390
		SP:Iteration 25Q (49690.960000 sec): 3 clusters
  Score: Raw -6074319.197051 + Penalty 3530.621449 = -6070788.575602
  nChanged 407
		SP:Iteration 26Q (49691.390000 sec): 3 clusters
  Score: Raw -6074405.546544 + Penalty 3530.621449 = -6070874.925095
  nChanged 415
		SP:Iteration 27Q (49691.790000 sec): 3 clusters
  Score: Raw -6074495.514243 + Penalty 3530.621449 = -6070964.892794
  nChanged 418
		SP:Iteration 28Q (49692.190000 sec): 3 clusters
  Score: Raw -6074588.848870 + Penalty 3530.621449 = -6071058.227420
  nChanged 452
		SP:Iteration 29Q (49692.560000 sec): 3 clusters
  Score: Raw -6074692.757282 + Penalty 3530.621449 = -6071162.135833
  nChanged 469
		SP:Iteration 30Q (49692.940000 sec): 3 clusters
  Score: Raw -6074802.733879 + Penalty 3530.621449 = -6071272.112430
  nChanged 502
		SP:Iteration 31Q (49693.320000 sec): 3 clusters
  Score: Raw -6074925.262738 + Penalty 3530.621449 = -6071394.641289
  nChanged 541
		SP:Iteration 32Q (49693.700000 sec): 3 clusters
  Score: Raw -6075071.185739 + Penalty 3530.621449 = -6071540.564290
  nChanged 568
		SP:Iteration 33Q (49694.080000 sec): 3 clusters
  Score: Raw -6075225.812644 + Penalty 3530.621449 = -6071695.191195
  nChanged 581
		SP:Iteration 34Q (49694.480000 sec): 3 clusters
  Score: Raw -6075386.710731 + Penalty 3530.621449 = -6071856.089282
  nChanged 569
		SP:Iteration 35Q (49694.860000 sec): 3 clusters
  Score: Raw -6075541.351866 + Penalty 3530.621449 = -6072010.730417
  nChanged 563
		SP:Iteration 36Q (49695.230000 sec): 3 clusters
  Score: Raw -6075691.813721 + Penalty 3530.621449 = -6072161.192272
  nChanged 542
		SP:Iteration 37Q (49695.610000 sec): 3 clusters
  Score: Raw -6075841.415516 + Penalty 3530.621449 = -6072310.794067
  nChanged 584
		SP:Iteration 38Q (49695.980000 sec): 3 clusters
  Score: Raw -6075998.500340 + Penalty 3530.621449 = -6072467.878890
  nChanged 561
		SP:Iteration 39Q (49696.380000 sec): 3 clusters
  Score: Raw -6076158.940730 + Penalty 3530.621449 = -6072628.319281
  nChanged 624
		SP:Iteration 40F (49696.770000 sec): 3 clusters
  Score: Raw -6076362.712571 + Penalty 3530.621449 = -6072832.091122
  nChanged 637
		SP:Iteration 41Q (49697.160000 sec): 3 clusters
  Score: Raw -6076584.093328 + Penalty 3530.621449 = -6073053.471879
  nChanged 672
		SP:Iteration 42Q (49697.520000 sec): 3 clusters
  Score: Raw -6076827.906587 + Penalty 3530.621449 = -6073297.285138
  nChanged 683
		SP:Iteration 43Q (49697.950000 sec): 3 clusters
  Score: Raw -6077082.690991 + Penalty 3530.621449 = -6073552.069542
  nChanged 688
		SP:Iteration 44Q (49698.340000 sec): 3 clusters
  Score: Raw -6077371.666884 + Penalty 3530.621449 = -6073841.045434
  nChanged 706
		SP:Iteration 45Q (49698.740000 sec): 3 clusters
  Score: Raw -6077696.918855 + Penalty 3530.621449 = -6074166.297406
  nChanged 682
		SP:Iteration 46Q (49699.120000 sec): 3 clusters
  Score: Raw -6078010.492954 + Penalty 3530.621449 = -6074479.871505
  nChanged 630
		SP:Iteration 47Q (49699.510000 sec): 3 clusters
  Score: Raw -6078292.335968 + Penalty 3530.621449 = -6074761.714519
  nChanged 638
		SP:Iteration 48Q (49699.890000 sec): 3 clusters
  Score: Raw -6078607.805308 + Penalty 3530.621449 = -6075077.183859
  nChanged 591
		SP:Iteration 49Q (49700.260000 sec): 3 clusters
  Score: Raw -6078890.017441 + Penalty 3530.621449 = -6075359.395992
  nChanged 537
		SP:Iteration 50Q (49700.640000 sec): 3 clusters
  Score: Raw -6079134.093568 + Penalty 3530.621449 = -6075603.472118
  nChanged 471
		SP:Iteration 51Q (49701.000000 sec): 3 clusters
  Score: Raw -6079334.314104 + Penalty 3530.621449 = -6075803.692655
  nChanged 392
		SP:Iteration 52Q (49701.340000 sec): 3 clusters
  Score: Raw -6079480.637376 + Penalty 3530.621449 = -6075950.015927
  nChanged 323
		SP:Iteration 53Q (49701.750000 sec): 3 clusters
  Score: Raw -6079599.200119 + Penalty 3530.621449 = -6076068.578670
  nChanged 281
		SP:Iteration 54Q (49702.130000 sec): 3 clusters
  Score: Raw -6079691.185475 + Penalty 3530.621449 = -6076160.564025
  nChanged 222
		SP:Iteration 55Q (49702.500000 sec): 3 clusters
  Score: Raw -6079760.091854 + Penalty 3530.621449 = -6076229.470405
  nChanged 176
		SP:Iteration 56Q (49702.870000 sec): 3 clusters
  Score: Raw -6079816.336929 + Penalty 3530.621449 = -6076285.715479
  nChanged 178
		SP:Iteration 57Q (49703.250000 sec): 3 clusters
  Score: Raw -6079872.823475 + Penalty 3530.621449 = -6076342.202026
  nChanged 139
		SP:Iteration 58Q (49703.660000 sec): 3 clusters
  Score: Raw -6079910.968459 + Penalty 3530.621449 = -6076380.347010
  nChanged 108
		SP:Iteration 59Q (49704.060000 sec): 3 clusters
  Score: Raw -6079943.814100 + Penalty 3530.621449 = -6076413.192651
  nChanged 106
		SP:Iteration 60F (49704.450000 sec): 3 clusters
  Score: Raw -6079977.960688 + Penalty 3530.621449 = -6076447.339239
  nChanged 103
		SP:Iteration 61Q (49704.780000 sec): 3 clusters
  Score: Raw -6080016.907908 + Penalty 3530.621449 = -6076486.286459
  nChanged 98
		SP:Iteration 62Q (49705.180000 sec): 3 clusters
  Score: Raw -6080051.196437 + Penalty 3530.621449 = -6076520.574988
  nChanged 88
		SP:Iteration 63Q (49705.570000 sec): 3 clusters
  Score: Raw -6080075.690193 + Penalty 3530.621449 = -6076545.068744
  nChanged 73
		SP:Iteration 64Q (49705.930000 sec): 3 clusters
  Score: Raw -6080094.871401 + Penalty 3530.621449 = -6076564.249951
  nChanged 66
		SP:Iteration 65Q (49706.330000 sec): 3 clusters
  Score: Raw -6080114.843942 + Penalty 3530.621449 = -6076584.222492
  nChanged 59
		SP:Iteration 66Q (49706.720000 sec): 3 clusters
  Score: Raw -6080130.251402 + Penalty 3530.621449 = -6076599.629952
  nChanged 40
		SP:Iteration 67Q (49707.100000 sec): 3 clusters
  Score: Raw -6080139.137216 + Penalty 3530.621449 = -6076608.515767
  nChanged 39
		SP:Iteration 68Q (49707.510000 sec): 3 clusters
  Score: Raw -6080152.715432 + Penalty 3530.621449 = -6076622.093983
  nChanged 51
		SP:Iteration 69Q (49707.870000 sec): 3 clusters
  Score: Raw -6080172.081374 + Penalty 3530.621449 = -6076641.459924
  nChanged 40
		SP:Iteration 70Q (49708.280000 sec): 3 clusters
  Score: Raw -6080181.613242 + Penalty 3530.621449 = -6076650.991793
  nChanged 37
		SP:Iteration 71Q (49708.710000 sec): 3 clusters
  Score: Raw -6080191.677110 + Penalty 3530.621449 = -6076661.055660
  nChanged 34
		SP:Iteration 72Q (49709.090000 sec): 3 clusters
  Score: Raw -6080200.278515 + Penalty 3530.621449 = -6076669.657066
  nChanged 31
		SP:Iteration 73Q (49709.490000 sec): 3 clusters
  Score: Raw -6080208.593642 + Penalty 3530.621449 = -6076677.972193
  nChanged 28
		SP:Iteration 74Q (49709.910000 sec): 3 clusters
  Score: Raw -6080216.913022 + Penalty 3530.621449 = -6076686.291573
  nChanged 27
		SP:Iteration 75Q (49710.300000 sec): 3 clusters
  Score: Raw -6080223.165468 + Penalty 3530.621449 = -6076692.544019
  nChanged 20
		SP:Iteration 76Q (49710.710000 sec): 3 clusters
  Score: Raw -6080227.824760 + Penalty 3530.621449 = -6076697.203311
  nChanged 14
		SP:Iteration 77Q (49711.100000 sec): 3 clusters
  Score: Raw -6080231.111445 + Penalty 3530.621449 = -6076700.489996
  nChanged 11
		SP:Iteration 78Q (49711.460000 sec): 3 clusters
  Score: Raw -6080232.970597 + Penalty 3530.621449 = -6076702.349148
  nChanged 11
		SP:Iteration 79Q (49711.850000 sec): 3 clusters
  Score: Raw -6080234.577127 + Penalty 3530.621449 = -6076703.955678
  nChanged 5
		SP:Iteration 80F (49712.230000 sec): 3 clusters
  Score: Raw -6080235.521823 + Penalty 3530.621449 = -6076704.900374
  nChanged 6
		SP:Iteration 81Q (49712.620000 sec): 3 clusters
  Score: Raw -6080236.679140 + Penalty 3530.621449 = -6076706.057691
  nChanged 7
		SP:Iteration 82Q (49713.030000 sec): 3 clusters
  Score: Raw -6080238.269492 + Penalty 3530.621449 = -6076707.648042
  nChanged 9
		SP:Iteration 83Q (49713.400000 sec): 3 clusters
  Score: Raw -6080240.371501 + Penalty 3530.621449 = -6076709.750052
  nChanged 8
		SP:Iteration 84Q (49713.730000 sec): 3 clusters
  Score: Raw -6080242.282226 + Penalty 3530.621449 = -6076711.660776
  nChanged 7
		SP:Iteration 85Q (49714.100000 sec): 3 clusters
  Score: Raw -6080243.950666 + Penalty 3530.621449 = -6076713.329217
  nChanged 7
		SP:Iteration 86Q (49714.460000 sec): 3 clusters
  Score: Raw -6080245.258187 + Penalty 3530.621449 = -6076714.636737
  nChanged 6
		SP:Iteration 87Q (49714.840000 sec): 3 clusters
  Score: Raw -6080246.295222 + Penalty 3530.621449 = -6076715.673773
  nChanged 6
		SP:Iteration 88Q (49715.200000 sec): 3 clusters
  Score: Raw -6080247.467716 + Penalty 3530.621449 = -6076716.846267
  nChanged 4
		SP:Iteration 89Q (49715.560000 sec): 3 clusters
  Score: Raw -6080248.146472 + Penalty 3530.621449 = -6076717.525023
  nChanged 3
		SP:Iteration 90Q (49715.940000 sec): 3 clusters
  Score: Raw -6080248.674341 + Penalty 3530.621449 = -6076718.052892
  nChanged 2
		SP:Iteration 91Q (49716.300000 sec): 3 clusters
  Score: Raw -6080249.195726 + Penalty 3530.621449 = -6076718.574277
  nChanged 1
		SP:Iteration 92Q (49716.700000 sec): 3 clusters
  Score: Raw -6080249.282471 + Penalty 3530.621449 = -6076718.661022
  nChanged 2
		SP:Iteration 93Q (49717.000000 sec): 3 clusters
  Score: Raw -6080249.662991 + Penalty 3530.621449 = -6076719.041541
  nChanged 4
		SP:Iteration 94Q (49717.410000 sec): 3 clusters
  Score: Raw -6080250.603593 + Penalty 3530.621449 = -6076719.982144
  nChanged 9
		SP:Iteration 95Q (49717.780000 sec): 3 clusters
  Score: Raw -6080252.560265 + Penalty 3530.621449 = -6076721.938816
  nChanged 13
		SP:Iteration 96Q (49718.160000 sec): 3 clusters
  Score: Raw -6080256.614107 + Penalty 3530.621449 = -6076725.992658
  nChanged 20
		SP:Iteration 97Q (49718.520000 sec): 3 clusters
  Score: Raw -6080262.525029 + Penalty 3530.621449 = -6076731.903580
  nChanged 13
		SP:Iteration 98Q (49718.870000 sec): 3 clusters
  Score: Raw -6080265.067422 + Penalty 3530.621449 = -6076734.445973
  nChanged 12
		SP:Iteration 99Q (49719.250000 sec): 3 clusters
  Score: Raw -6080267.800906 + Penalty 3530.621449 = -6076737.179457
  nChanged 10
		SP:Iteration 100F (49719.630000 sec): 3 clusters
  Score: Raw -6080269.690995 + Penalty 3530.621449 = -6076739.069546
  nChanged 12
		SP:Iteration 101Q (49719.980000 sec): 3 clusters
  Score: Raw -6080272.504820 + Penalty 3530.621449 = -6076741.883371
  nChanged 9
		SP:Iteration 102Q (49720.340000 sec): 3 clusters
  Score: Raw -6080274.424025 + Penalty 3530.621449 = -6076743.802576
  nChanged 11
		SP:Iteration 103Q (49720.740000 sec): 3 clusters
  Score: Raw -6080277.696093 + Penalty 3530.621449 = -6076747.074644
  nChanged 10
		SP:Iteration 104Q (49721.120000 sec): 3 clusters
  Score: Raw -6080280.422915 + Penalty 3530.621449 = -6076749.801466
  nChanged 9
		SP:Iteration 105Q (49721.510000 sec): 3 clusters
  Score: Raw -6080282.602471 + Penalty 3530.621449 = -6076751.981022
  nChanged 11
		SP:Iteration 106Q (49721.910000 sec): 3 clusters
  Score: Raw -6080285.707939 + Penalty 3530.621449 = -6076755.086489
  nChanged 12
		SP:Iteration 107Q (49722.300000 sec): 3 clusters
  Score: Raw -6080289.336346 + Penalty 3530.621449 = -6076758.714897
  nChanged 12
		SP:Iteration 108Q (49722.680000 sec): 3 clusters
  Score: Raw -6080291.531034 + Penalty 3530.621449 = -6076760.909585
  nChanged 8
		SP:Iteration 109Q (49723.060000 sec): 3 clusters
  Score: Raw -6080293.818139 + Penalty 3530.621449 = -6076763.196690
  nChanged 5
		SP:Iteration 110Q (49723.450000 sec): 3 clusters
  Score: Raw -6080295.255502 + Penalty 3530.621449 = -6076764.634053
  nChanged 5
		SP:Iteration 111Q (49723.820000 sec): 3 clusters
  Score: Raw -6080296.493860 + Penalty 3530.621449 = -6076765.872411
  nChanged 8
		SP:Iteration 112Q (49724.180000 sec): 3 clusters
  Score: Raw -6080299.151178 + Penalty 3530.621449 = -6076768.529728
  nChanged 5
		SP:Iteration 113Q (49724.560000 sec): 3 clusters
  Score: Raw -6080300.747236 + Penalty 3530.621449 = -6076770.125787
  nChanged 7
		SP:Iteration 114Q (49724.930000 sec): 3 clusters
  Score: Raw -6080302.464531 + Penalty 3530.621449 = -6076771.843082
  nChanged 6
		SP:Iteration 115Q (49725.300000 sec): 3 clusters
  Score: Raw -6080304.237473 + Penalty 3530.621449 = -6076773.616024
  nChanged 9
		SP:Iteration 116Q (49725.650000 sec): 3 clusters
  Score: Raw -6080306.267049 + Penalty 3530.621449 = -6076775.645600
  nChanged 6
		SP:Iteration 117Q (49726.010000 sec): 3 clusters
  Score: Raw -6080307.811041 + Penalty 3530.621449 = -6076777.189592
  nChanged 6
		SP:Iteration 118Q (49726.380000 sec): 3 clusters
  Score: Raw -6080309.195046 + Penalty 3530.621449 = -6076778.573597
  nChanged 8
		SP:Iteration 119Q (49726.760000 sec): 3 clusters
  Score: Raw -6080311.291538 + Penalty 3530.621449 = -6076780.670089
  nChanged 7
		SP:Iteration 120F (49727.130000 sec): 3 clusters
  Score: Raw -6080312.488893 + Penalty 3530.621449 = -6076781.867443
  nChanged 4
		SP:Iteration 121Q (49727.510000 sec): 3 clusters
  Score: Raw -6080313.398341 + Penalty 3530.621449 = -6076782.776892
  nChanged 6
		SP:Iteration 122Q (49727.930000 sec): 3 clusters
  Score: Raw -6080315.030503 + Penalty 3530.621449 = -6076784.409054
  nChanged 8
		SP:Iteration 123Q (49728.320000 sec): 3 clusters
  Score: Raw -6080317.470322 + Penalty 3530.621449 = -6076786.848873
  nChanged 10
		SP:Iteration 124Q (49728.750000 sec): 3 clusters
  Score: Raw -6080319.995363 + Penalty 3530.621449 = -6076789.373914
  nChanged 9
		SP:Iteration 125Q (49729.140000 sec): 3 clusters
  Score: Raw -6080322.893394 + Penalty 3530.621449 = -6076792.271945
  nChanged 10
		SP:Iteration 126Q (49729.550000 sec): 3 clusters
  Score: Raw -6080325.029953 + Penalty 3530.621449 = -6076794.408504
  nChanged 9
		SP:Iteration 127Q (49729.930000 sec): 3 clusters
  Score: Raw -6080327.031114 + Penalty 3530.621449 = -6076796.409665
  nChanged 7
		SP:Iteration 128Q (49730.340000 sec): 3 clusters
  Score: Raw -6080329.071862 + Penalty 3530.621449 = -6076798.450412
  nChanged 11
		SP:Iteration 129Q (49730.720000 sec): 3 clusters
  Score: Raw -6080333.125358 + Penalty 3530.621449 = -6076802.503908
  nChanged 17
		SP:Iteration 130Q (49731.110000 sec): 3 clusters
  Score: Raw -6080337.578585 + Penalty 3530.621449 = -6076806.957136
  nChanged 8
		SP:Iteration 131Q (49731.490000 sec): 3 clusters
  Score: Raw -6080340.197858 + Penalty 3530.621449 = -6076809.576409
  nChanged 12
		SP:Iteration 132Q (49731.870000 sec): 3 clusters
  Score: Raw -6080343.909177 + Penalty 3530.621449 = -6076813.287727
  nChanged 16
		SP:Iteration 133Q (49732.250000 sec): 3 clusters
  Score: Raw -6080347.067274 + Penalty 3530.621449 = -6076816.445824
  nChanged 12
		SP:Iteration 134Q (49732.620000 sec): 3 clusters
  Score: Raw -6080350.813479 + Penalty 3530.621449 = -6076820.192030
  nChanged 17
		SP:Iteration 135Q (49733.000000 sec): 3 clusters
  Score: Raw -6080356.465507 + Penalty 3530.621449 = -6076825.844058
  nChanged 21
		SP:Iteration 136Q (49733.360000 sec): 3 clusters
  Score: Raw -6080365.266015 + Penalty 3530.621449 = -6076834.644566
  nChanged 25
		SP:Iteration 137Q (49733.720000 sec): 3 clusters
  Score: Raw -6080371.050023 + Penalty 3530.621449 = -6076840.428574
  nChanged 17
		SP:Iteration 138Q (49734.090000 sec): 3 clusters
  Score: Raw -6080376.092626 + Penalty 3530.621449 = -6076845.471177
  nChanged 21
		SP:Iteration 139Q (49734.470000 sec): 3 clusters
  Score: Raw -6080382.686453 + Penalty 3530.621449 = -6076852.065004
  nChanged 23
		SP:Iteration 140F (49734.870000 sec): 3 clusters
  Score: Raw -6080388.752595 + Penalty 3530.621449 = -6076858.131146
  nChanged 24
		SP:Iteration 141Q (49735.250000 sec): 3 clusters
  Score: Raw -6080396.424341 + Penalty 3530.621449 = -6076865.802892
  nChanged 23
		SP:Iteration 142Q (49735.570000 sec): 3 clusters
  Score: Raw -6080401.220937 + Penalty 3530.621449 = -6076870.599488
  nChanged 9
		SP:Iteration 143Q (49735.970000 sec): 3 clusters
  Score: Raw -6080402.971785 + Penalty 3530.621449 = -6076872.350336
  nChanged 3
		SP:Iteration 144Q (49736.350000 sec): 3 clusters
  Score: Raw -6080403.388669 + Penalty 3530.621449 = -6076872.767220
  nChanged 2
		SP:Iteration 145Q (49736.720000 sec): 3 clusters
  Score: Raw -6080403.730735 + Penalty 3530.621449 = -6076873.109286
  nChanged 5
		SP:Iteration 146Q (49737.060000 sec): 3 clusters
  Score: Raw -6080404.635587 + Penalty 3530.621449 = -6076874.014138
  nChanged 4
		SP:Iteration 147Q (49737.440000 sec): 3 clusters
  Score: Raw -6080405.249999 + Penalty 3530.621449 = -6076874.628550
  nChanged 4
		SP:Iteration 148Q (49737.810000 sec): 3 clusters
  Score: Raw -6080406.260060 + Penalty 3530.621449 = -6076875.638611
  nChanged 2
		SP:Iteration 149Q (49738.130000 sec): 3 clusters
  Score: Raw -6080406.728261 + Penalty 3530.621449 = -6076876.106812
  nChanged 2
		SP:Iteration 150Q (49738.480000 sec): 3 clusters
  Score: Raw -6080407.206438 + Penalty 3530.621449 = -6076876.584989
  nChanged 2
		SP:Iteration 151Q (49738.840000 sec): 3 clusters
  Score: Raw -6080407.459026 + Penalty 3530.621449 = -6076876.837577
  nChanged 2
		SP:Iteration 152Q (49739.260000 sec): 3 clusters
  Score: Raw -6080407.902847 + Penalty 3530.621449 = -6076877.281398
  nChanged 2
		SP:Iteration 153Q (49739.650000 sec): 3 clusters
  Score: Raw -6080408.161723 + Penalty 3530.621449 = -6076877.540274
  nChanged 1
		SP:Iteration 154Q (49740.030000 sec): 3 clusters
  Score: Raw -6080408.248431 + Penalty 3530.621449 = -6076877.626982
  nChanged 1
		SP:Iteration 155Q (49740.380000 sec): 3 clusters
  Score: Raw -6080408.445138 + Penalty 3530.621449 = -6076877.823688
  nChanged 0
		SP:Iteration 156F (49740.840000 sec): 3 clusters
  Score: Raw -6080408.445138 + Penalty 3530.621449 = -6076877.823688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49740.950000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49741.100000 sec): 3 clusters
  Score: Raw -141482.612954 + Penalty 2311.506420 = -139171.106535
  nChanged 397
		SP:Iteration 1F (49741.290000 sec): 3 clusters
  Score: Raw -141865.055427 + Penalty 2311.506420 = -139553.549007
  nChanged 99
		SP:Iteration 2F (49741.450000 sec): 3 clusters
  Score: Raw -141991.047827 + Penalty 2311.506420 = -139679.541408
  nChanged 68
		SP:Iteration 3F (49741.620000 sec): 3 clusters
  Score: Raw -142071.021025 + Penalty 2311.506420 = -139759.514606
  nChanged 44
		SP:Iteration 4Q (49741.800000 sec): 3 clusters
  Score: Raw -142124.456893 + Penalty 2311.506420 = -139812.950473
  nChanged 40
		SP:Iteration 5Q (49741.970000 sec): 3 clusters
  Score: Raw -142163.532986 + Penalty 2311.506420 = -139852.026567
  nChanged 27
		SP:Iteration 6Q (49742.150000 sec): 3 clusters
  Score: Raw -142189.220969 + Penalty 2311.506420 = -139877.714550
  nChanged 15
		SP:Iteration 7Q (49742.370000 sec): 3 clusters
  Score: Raw -142202.737279 + Penalty 2311.506420 = -139891.230859
  nChanged 9
		SP:Iteration 8Q (49742.430000 sec): 3 clusters
  Score: Raw -142213.192636 + Penalty 2311.506420 = -139901.686217
  nChanged 8
		SP:Iteration 9Q (49742.620000 sec): 3 clusters
  Score: Raw -142225.197467 + Penalty 2311.506420 = -139913.691048
  nChanged 6
		SP:Iteration 10Q (49742.810000 sec): 3 clusters
  Score: Raw -142234.920066 + Penalty 2311.506420 = -139923.413646
  nChanged 10
		SP:Iteration 11Q (49742.950000 sec): 3 clusters
  Score: Raw -142246.193829 + Penalty 2311.506420 = -139934.687409
  nChanged 5
		SP:Iteration 12Q (49743.120000 sec): 3 clusters
  Score: Raw -142252.001014 + Penalty 2311.506420 = -139940.494595
  nChanged 6
		SP:Iteration 13Q (49743.280000 sec): 3 clusters
  Score: Raw -142255.549183 + Penalty 2311.506420 = -139944.042763
  nChanged 4
		SP:Iteration 14Q (49743.460000 sec): 3 clusters
  Score: Raw -142258.617302 + Penalty 2311.506420 = -139947.110882
  nChanged 4
		SP:Iteration 15Q (49743.640000 sec): 3 clusters
  Score: Raw -142264.921027 + Penalty 2311.506420 = -139953.414608
  nChanged 6
		SP:Iteration 16Q (49743.810000 sec): 3 clusters
  Score: Raw -142271.439631 + Penalty 2311.506420 = -139959.933212
  nChanged 10
		SP:Iteration 17Q (49744.010000 sec): 3 clusters
  Score: Raw -142284.581996 + Penalty 2311.506420 = -139973.075576
  nChanged 8
		SP:Iteration 18Q (49744.160000 sec): 3 clusters
  Score: Raw -142289.180020 + Penalty 2311.506420 = -139977.673601
  nChanged 5
		SP:Iteration 19Q (49744.320000 sec): 3 clusters
  Score: Raw -142293.734731 + Penalty 2311.506420 = -139982.228312
  nChanged 6
		SP:Iteration 20F (49744.500000 sec): 3 clusters
  Score: Raw -142301.761539 + Penalty 2311.506420 = -139990.255119
  nChanged 3
		SP:Iteration 21Q (49744.670000 sec): 3 clusters
  Score: Raw -142304.463448 + Penalty 2311.506420 = -139992.957029
  nChanged 3
		SP:Iteration 22Q (49744.870000 sec): 3 clusters
  Score: Raw -142314.065220 + Penalty 2311.506420 = -140002.558800
  nChanged 6
		SP:Iteration 23Q (49745.040000 sec): 3 clusters
  Score: Raw -142323.509615 + Penalty 2311.506420 = -140012.003195
  nChanged 5
		SP:Iteration 24Q (49745.230000 sec): 3 clusters
  Score: Raw -142327.481204 + Penalty 2311.506420 = -140015.974784
  nChanged 3
		SP:Iteration 25Q (49745.370000 sec): 3 clusters
  Score: Raw -142329.280883 + Penalty 2311.506420 = -140017.774463
  nChanged 4
		SP:Iteration 26Q (49745.550000 sec): 3 clusters
  Score: Raw -142335.136589 + Penalty 2311.506420 = -140023.630169
  nChanged 4
		SP:Iteration 27Q (49745.680000 sec): 3 clusters
  Score: Raw -142336.479971 + Penalty 2311.506420 = -140024.973551
  nChanged 1
		SP:Iteration 28Q (49745.890000 sec): 3 clusters
  Score: Raw -142336.712515 + Penalty 2311.506420 = -140025.206096
  nChanged 0
		SP:Iteration 29F (49746.060000 sec): 3 clusters
  Score: Raw -142336.712515 + Penalty 2311.506420 = -140025.206096
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49746.870000 sec): 2 clusters
  Score: Raw -19264756.462948 + Penalty 1943.353321 = -19262813.109627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49747.710000 sec): 3 clusters
  Score: Raw -19162024.968665 + Penalty 3886.706642 = -19158138.262022
  nChanged 75181
		SP:Iteration 1F (49748.500000 sec): 3 clusters
  Score: Raw -19206476.094345 + Penalty 3886.706642 = -19202589.387703
  nChanged 4845
		SP:Iteration 2Q (49749.370000 sec): 3 clusters
  Score: Raw -19207785.922514 + Penalty 3886.706642 = -19203899.215871
  nChanged 5586
		SP:Iteration 3Q (49750.260000 sec): 3 clusters
  Score: Raw -19209850.602048 + Penalty 3886.706642 = -19205963.895405
  nChanged 6872
		SP:Iteration 4Q (49751.130000 sec): 3 clusters
  Score: Raw -19213267.118206 + Penalty 3886.706642 = -19209380.411564
  nChanged 8530
		SP:Iteration 5F (49751.930000 sec): 3 clusters
  Score: Raw -19218367.641993 + Penalty 3886.706642 = -19214480.935350
  nChanged 10132
		SP:Iteration 6F (49752.830000 sec): 3 clusters
  Score: Raw -19225806.030415 + Penalty 3886.706642 = -19221919.323773
  nChanged 11265
		SP:Iteration 7F (49753.710000 sec): 3 clusters
  Score: Raw -19235488.857293 + Penalty 3886.706642 = -19231602.150650
  nChanged 11208
		SP:Iteration 8F (49754.590000 sec): 3 clusters
  Score: Raw -19244983.674292 + Penalty 3886.706642 = -19241096.967649
  nChanged 8741
		SP:Iteration 9F (49755.440000 sec): 3 clusters
  Score: Raw -19250453.909995 + Penalty 3886.706642 = -19246567.203353
  nChanged 5495
		SP:Iteration 10Q (49756.350000 sec): 3 clusters
  Score: Raw -19252988.345533 + Penalty 3886.706642 = -19249101.638891
  nChanged 3636
		SP:Iteration 11Q (49757.210000 sec): 3 clusters
  Score: Raw -19254635.864528 + Penalty 3886.706642 = -19250749.157885
  nChanged 3054
		SP:Iteration 12Q (49758.140000 sec): 3 clusters
  Score: Raw -19255978.959566 + Penalty 3886.706642 = -19252092.252924
  nChanged 2688
		SP:Iteration 13Q (49759.020000 sec): 3 clusters
  Score: Raw -19257134.038834 + Penalty 3886.706642 = -19253247.332192
  nChanged 2396
		SP:Iteration 14Q (49759.860000 sec): 3 clusters
  Score: Raw -19258098.291720 + Penalty 3886.706642 = -19254211.585078
  nChanged 2085
		SP:Iteration 15Q (49760.620000 sec): 3 clusters
  Score: Raw -19258832.735568 + Penalty 3886.706642 = -19254946.028926
  nChanged 1775
		SP:Iteration 16Q (49761.460000 sec): 3 clusters
  Score: Raw -19259397.729469 + Penalty 3886.706642 = -19255511.022827
  nChanged 1611
		SP:Iteration 17Q (49762.360000 sec): 3 clusters
  Score: Raw -19259866.742555 + Penalty 3886.706642 = -19255980.035913
  nChanged 1427
		SP:Iteration 18Q (49763.230000 sec): 3 clusters
  Score: Raw -19260240.237065 + Penalty 3886.706642 = -19256353.530422
  nChanged 1257
		SP:Iteration 19Q (49764.080000 sec): 3 clusters
  Score: Raw -19260543.001129 + Penalty 3886.706642 = -19256656.294486
  nChanged 1111
		SP:Iteration 20F (49764.940000 sec): 3 clusters
  Score: Raw -19260794.662339 + Penalty 3886.706642 = -19256907.955697
  nChanged 1047
		SP:Iteration 21Q (49765.830000 sec): 3 clusters
  Score: Raw -19261023.941204 + Penalty 3886.706642 = -19257137.234561
  nChanged 1002
		SP:Iteration 22Q (49766.680000 sec): 3 clusters
  Score: Raw -19261231.845295 + Penalty 3886.706642 = -19257345.138653
  nChanged 960
		SP:Iteration 23Q (49767.520000 sec): 3 clusters
  Score: Raw -19261409.953681 + Penalty 3886.706642 = -19257523.247039
  nChanged 904
		SP:Iteration 24Q (49768.310000 sec): 3 clusters
  Score: Raw -19261562.952447 + Penalty 3886.706642 = -19257676.245805
  nChanged 855
		SP:Iteration 25Q (49769.110000 sec): 3 clusters
  Score: Raw -19261702.463903 + Penalty 3886.706642 = -19257815.757261
  nChanged 858
		SP:Iteration 26Q (49769.970000 sec): 3 clusters
  Score: Raw -19261840.590578 + Penalty 3886.706642 = -19257953.883935
  nChanged 841
		SP:Iteration 27Q (49770.860000 sec): 3 clusters
  Score: Raw -19261969.109439 + Penalty 3886.706642 = -19258082.402797
  nChanged 807
		SP:Iteration 28Q (49771.750000 sec): 3 clusters
  Score: Raw -19262083.438068 + Penalty 3886.706642 = -19258196.731426
  nChanged 757
		SP:Iteration 29Q (49772.640000 sec): 3 clusters
  Score: Raw -19262189.920528 + Penalty 3886.706642 = -19258303.213886
  nChanged 760
		SP:Iteration 30Q (49773.570000 sec): 3 clusters
  Score: Raw -19262295.171607 + Penalty 3886.706642 = -19258408.464965
  nChanged 768
		SP:Iteration 31Q (49774.500000 sec): 3 clusters
  Score: Raw -19262400.529783 + Penalty 3886.706642 = -19258513.823141
  nChanged 763
		SP:Iteration 32Q (49775.360000 sec): 3 clusters
  Score: Raw -19262506.178961 + Penalty 3886.706642 = -19258619.472319
  nChanged 775
		SP:Iteration 33Q (49776.220000 sec): 3 clusters
  Score: Raw -19262612.156366 + Penalty 3886.706642 = -19258725.449723
  nChanged 774
		SP:Iteration 34Q (49777.080000 sec): 3 clusters
  Score: Raw -19262715.012064 + Penalty 3886.706642 = -19258828.305421
  nChanged 775
		SP:Iteration 35Q (49777.940000 sec): 3 clusters
  Score: Raw -19262818.204530 + Penalty 3886.706642 = -19258931.497888
  nChanged 749
		SP:Iteration 36Q (49778.770000 sec): 3 clusters
  Score: Raw -19262915.394618 + Penalty 3886.706642 = -19259028.687976
  nChanged 740
		SP:Iteration 37Q (49779.690000 sec): 3 clusters
  Score: Raw -19263004.832970 + Penalty 3886.706642 = -19259118.126327
  nChanged 660
		SP:Iteration 38Q (49780.440000 sec): 3 clusters
  Score: Raw -19263081.826047 + Penalty 3886.706642 = -19259195.119405
  nChanged 648
		SP:Iteration 39Q (49781.290000 sec): 3 clusters
  Score: Raw -19263158.538545 + Penalty 3886.706642 = -19259271.831903
  nChanged 652
		SP:Iteration 40F (49782.210000 sec): 3 clusters
  Score: Raw -19263240.078925 + Penalty 3886.706642 = -19259353.372283
  nChanged 621
		SP:Iteration 41Q (49783.110000 sec): 3 clusters
  Score: Raw -19263315.717020 + Penalty 3886.706642 = -19259429.010378
  nChanged 594
		SP:Iteration 42Q (49784.030000 sec): 3 clusters
  Score: Raw -19263383.783000 + Penalty 3886.706642 = -19259497.076358
  nChanged 535
		SP:Iteration 43Q (49784.910000 sec): 3 clusters
  Score: Raw -19263438.125952 + Penalty 3886.706642 = -19259551.419309
  nChanged 528
		SP:Iteration 44Q (49785.750000 sec): 3 clusters
  Score: Raw -19263492.402904 + Penalty 3886.706642 = -19259605.696261
  nChanged 539
		SP:Iteration 45Q (49786.590000 sec): 3 clusters
  Score: Raw -19263547.406868 + Penalty 3886.706642 = -19259660.700226
  nChanged 496
		SP:Iteration 46Q (49787.430000 sec): 3 clusters
  Score: Raw -19263595.933264 + Penalty 3886.706642 = -19259709.226622
  nChanged 468
		SP:Iteration 47Q (49788.260000 sec): 3 clusters
  Score: Raw -19263638.745888 + Penalty 3886.706642 = -19259752.039246
  nChanged 437
		SP:Iteration 48Q (49789.100000 sec): 3 clusters
  Score: Raw -19263680.566739 + Penalty 3886.706642 = -19259793.860096
  nChanged 430
		SP:Iteration 49Q (49789.910000 sec): 3 clusters
  Score: Raw -19263718.357726 + Penalty 3886.706642 = -19259831.651083
  nChanged 417
		SP:Iteration 50Q (49790.700000 sec): 3 clusters
  Score: Raw -19263754.205311 + Penalty 3886.706642 = -19259867.498669
  nChanged 412
		SP:Iteration 51Q (49791.490000 sec): 3 clusters
  Score: Raw -19263788.468071 + Penalty 3886.706642 = -19259901.761429
  nChanged 418
		SP:Iteration 52Q (49792.240000 sec): 3 clusters
  Score: Raw -19263825.454997 + Penalty 3886.706642 = -19259938.748355
  nChanged 415
		SP:Iteration 53Q (49793.050000 sec): 3 clusters
  Score: Raw -19263863.331462 + Penalty 3886.706642 = -19259976.624820
  nChanged 401
		SP:Iteration 54Q (49793.940000 sec): 3 clusters
  Score: Raw -19263901.033397 + Penalty 3886.706642 = -19260014.326754
  nChanged 402
		SP:Iteration 55Q (49794.870000 sec): 3 clusters
  Score: Raw -19263937.981689 + Penalty 3886.706642 = -19260051.275047
  nChanged 407
		SP:Iteration 56Q (49795.770000 sec): 3 clusters
  Score: Raw -19263980.782888 + Penalty 3886.706642 = -19260094.076246
  nChanged 451
		SP:Iteration 57Q (49796.630000 sec): 3 clusters
  Score: Raw -19264029.890259 + Penalty 3886.706642 = -19260143.183617
  nChanged 442
		SP:Iteration 58Q (49797.450000 sec): 3 clusters
  Score: Raw -19264076.369865 + Penalty 3886.706642 = -19260189.663223
  nChanged 436
		SP:Iteration 59Q (49798.300000 sec): 3 clusters
  Score: Raw -19264121.928282 + Penalty 3886.706642 = -19260235.221639
  nChanged 444
		SP:Iteration 60F (49799.170000 sec): 3 clusters
  Score: Raw -19264169.667004 + Penalty 3886.706642 = -19260282.960362
  nChanged 429
		SP:Iteration 61Q (49800.040000 sec): 3 clusters
  Score: Raw -19264214.274396 + Penalty 3886.706642 = -19260327.567753
  nChanged 425
		SP:Iteration 62Q (49800.880000 sec): 3 clusters
  Score: Raw -19264260.366237 + Penalty 3886.706642 = -19260373.659595
  nChanged 430
		SP:Iteration 63Q (49801.700000 sec): 3 clusters
  Score: Raw -19264305.892911 + Penalty 3886.706642 = -19260419.186269
  nChanged 401
		SP:Iteration 64Q (49802.560000 sec): 3 clusters
  Score: Raw -19264347.465677 + Penalty 3886.706642 = -19260460.759035
  nChanged 420
		SP:Iteration 65Q (49803.350000 sec): 3 clusters
  Score: Raw -19264395.926739 + Penalty 3886.706642 = -19260509.220096
  nChanged 431
		SP:Iteration 66Q (49804.160000 sec): 3 clusters
  Score: Raw -19264444.860711 + Penalty 3886.706642 = -19260558.154069
  nChanged 414
		SP:Iteration 67Q (49805.020000 sec): 3 clusters
  Score: Raw -19264491.229852 + Penalty 3886.706642 = -19260604.523210
  nChanged 391
		SP:Iteration 68Q (49805.870000 sec): 3 clusters
  Score: Raw -19264533.783947 + Penalty 3886.706642 = -19260647.077305
  nChanged 369
		SP:Iteration 69Q (49806.760000 sec): 3 clusters
  Score: Raw -19264574.464182 + Penalty 3886.706642 = -19260687.757539
  nChanged 374
		SP:Iteration 70Q (49807.630000 sec): 3 clusters
  Score: Raw -19264613.035721 + Penalty 3886.706642 = -19260726.329079
  nChanged 348
		SP:Iteration 71Q (49808.450000 sec): 3 clusters
  Score: Raw -19264647.907021 + Penalty 3886.706642 = -19260761.200378
  nChanged 336
		SP:Iteration 72Q (49809.260000 sec): 3 clusters
  Score: Raw -19264680.843407 + Penalty 3886.706642 = -19260794.136764
  nChanged 342
		SP:Iteration 73Q (49810.100000 sec): 3 clusters
  Score: Raw -19264714.576692 + Penalty 3886.706642 = -19260827.870050
  nChanged 337
		SP:Iteration 74Q (49810.970000 sec): 3 clusters
  Score: Raw -19264746.173689 + Penalty 3886.706642 = -19260859.467047
  nChanged 323
		SP:Iteration 75Q (49811.820000 sec): 3 clusters
  Score: Raw -19264775.649503 + Penalty 3886.706642 = -19260888.942861
  nChanged 308
		SP:Iteration 76Q (49812.740000 sec): 3 clusters
  Score: Raw -19264801.864801 + Penalty 3886.706642 = -19260915.158158
  nChanged 290
		SP:Iteration 77Q (49813.590000 sec): 3 clusters
  Score: Raw -19264827.231172 + Penalty 3886.706642 = -19260940.524529
  nChanged 300
		SP:Iteration 78Q (49814.430000 sec): 3 clusters
  Score: Raw -19264851.037611 + Penalty 3886.706642 = -19260964.330969
  nChanged 282
		SP:Iteration 79Q (49815.280000 sec): 3 clusters
  Score: Raw -19264872.657558 + Penalty 3886.706642 = -19260985.950916
  nChanged 258
		SP:Iteration 80F (49816.100000 sec): 3 clusters
  Score: Raw -19264891.116583 + Penalty 3886.706642 = -19261004.409941
  nChanged 204
		SP:Iteration 81Q (49816.930000 sec): 3 clusters
  Score: Raw -19264904.926302 + Penalty 3886.706642 = -19261018.219660
  nChanged 207
		SP:Iteration 82Q (49817.660000 sec): 3 clusters
  Score: Raw -19264917.682564 + Penalty 3886.706642 = -19261030.975921
  nChanged 205
		SP:Iteration 83Q (49818.440000 sec): 3 clusters
  Score: Raw -19264931.521767 + Penalty 3886.706642 = -19261044.815125
  nChanged 210
		SP:Iteration 84Q (49819.220000 sec): 3 clusters
  Score: Raw -19264946.364142 + Penalty 3886.706642 = -19261059.657500
  nChanged 205
		SP:Iteration 85Q (49819.980000 sec): 3 clusters
  Score: Raw -19264959.717403 + Penalty 3886.706642 = -19261073.010761
  nChanged 203
		SP:Iteration 86Q (49820.850000 sec): 3 clusters
  Score: Raw -19264974.737271 + Penalty 3886.706642 = -19261088.030629
  nChanged 198
		SP:Iteration 87Q (49821.700000 sec): 3 clusters
  Score: Raw -19264988.786872 + Penalty 3886.706642 = -19261102.080229
  nChanged 193
		SP:Iteration 88Q (49822.520000 sec): 3 clusters
  Score: Raw -19265002.817332 + Penalty 3886.706642 = -19261116.110689
  nChanged 219
		SP:Iteration 89Q (49823.360000 sec): 3 clusters
  Score: Raw -19265020.058816 + Penalty 3886.706642 = -19261133.352174
  nChanged 216
		SP:Iteration 90Q (49824.180000 sec): 3 clusters
  Score: Raw -19265036.792895 + Penalty 3886.706642 = -19261150.086253
  nChanged 196
		SP:Iteration 91Q (49825.050000 sec): 3 clusters
  Score: Raw -19265051.320999 + Penalty 3886.706642 = -19261164.614356
  nChanged 182
		SP:Iteration 92Q (49825.910000 sec): 3 clusters
  Score: Raw -19265064.211195 + Penalty 3886.706642 = -19261177.504553
  nChanged 181
		SP:Iteration 93Q (49826.820000 sec): 3 clusters
  Score: Raw -19265077.004405 + Penalty 3886.706642 = -19261190.297763
  nChanged 200
		SP:Iteration 94Q (49827.700000 sec): 3 clusters
  Score: Raw -19265091.506336 + Penalty 3886.706642 = -19261204.799693
  nChanged 178
		SP:Iteration 95Q (49828.580000 sec): 3 clusters
  Score: Raw -19265103.215465 + Penalty 3886.706642 = -19261216.508823
  nChanged 163
		SP:Iteration 96Q (49829.470000 sec): 3 clusters
  Score: Raw -19265113.334290 + Penalty 3886.706642 = -19261226.627647
  nChanged 160
		SP:Iteration 97Q (49830.370000 sec): 3 clusters
  Score: Raw -19265123.347135 + Penalty 3886.706642 = -19261236.640493
  nChanged 163
		SP:Iteration 98Q (49831.260000 sec): 3 clusters
  Score: Raw -19265134.030102 + Penalty 3886.706642 = -19261247.323460
  nChanged 168
		SP:Iteration 99Q (49832.100000 sec): 3 clusters
  Score: Raw -19265145.537799 + Penalty 3886.706642 = -19261258.831157
  nChanged 174
		SP:Iteration 100F (49832.950000 sec): 3 clusters
  Score: Raw -19265157.775125 + Penalty 3886.706642 = -19261271.068483
  nChanged 169
		SP:Iteration 101Q (49833.760000 sec): 3 clusters
  Score: Raw -19265169.145062 + Penalty 3886.706642 = -19261282.438419
  nChanged 158
		SP:Iteration 102Q (49834.570000 sec): 3 clusters
  Score: Raw -19265179.507573 + Penalty 3886.706642 = -19261292.800930
  nChanged 164
		SP:Iteration 103Q (49835.410000 sec): 3 clusters
  Score: Raw -19265189.937435 + Penalty 3886.706642 = -19261303.230793
  nChanged 163
		SP:Iteration 104Q (49836.260000 sec): 3 clusters
  Score: Raw -19265201.043742 + Penalty 3886.706642 = -19261314.337099
  nChanged 173
		SP:Iteration 105Q (49837.080000 sec): 3 clusters
  Score: Raw -19265212.730113 + Penalty 3886.706642 = -19261326.023470
  nChanged 164
		SP:Iteration 106Q (49837.950000 sec): 3 clusters
  Score: Raw -19265225.020126 + Penalty 3886.706642 = -19261338.313484
  nChanged 175
		SP:Iteration 107Q (49838.790000 sec): 3 clusters
  Score: Raw -19265238.230794 + Penalty 3886.706642 = -19261351.524152
  nChanged 175
		SP:Iteration 108Q (49839.610000 sec): 3 clusters
  Score: Raw -19265250.764556 + Penalty 3886.706642 = -19261364.057914
  nChanged 180
		SP:Iteration 109Q (49840.400000 sec): 3 clusters
  Score: Raw -19265264.190311 + Penalty 3886.706642 = -19261377.483669
  nChanged 153
		SP:Iteration 110Q (49841.210000 sec): 3 clusters
  Score: Raw -19265274.582360 + Penalty 3886.706642 = -19261387.875718
  nChanged 127
		SP:Iteration 111Q (49842.010000 sec): 3 clusters
  Score: Raw -19265282.012281 + Penalty 3886.706642 = -19261395.305639
  nChanged 120
		SP:Iteration 112Q (49842.780000 sec): 3 clusters
  Score: Raw -19265289.780034 + Penalty 3886.706642 = -19261403.073391
  nChanged 133
		SP:Iteration 113Q (49843.520000 sec): 3 clusters
  Score: Raw -19265298.591121 + Penalty 3886.706642 = -19261411.884479
  nChanged 127
		SP:Iteration 114Q (49844.340000 sec): 3 clusters
  Score: Raw -19265306.964341 + Penalty 3886.706642 = -19261420.257699
  nChanged 125
		SP:Iteration 115Q (49845.120000 sec): 3 clusters
  Score: Raw -19265315.749694 + Penalty 3886.706642 = -19261429.043052
  nChanged 132
		SP:Iteration 116Q (49845.910000 sec): 3 clusters
  Score: Raw -19265324.118803 + Penalty 3886.706642 = -19261437.412161
  nChanged 114
		SP:Iteration 117Q (49846.670000 sec): 3 clusters
  Score: Raw -19265331.179521 + Penalty 3886.706642 = -19261444.472879
  nChanged 116
		SP:Iteration 118Q (49847.490000 sec): 3 clusters
  Score: Raw -19265338.350684 + Penalty 3886.706642 = -19261451.644042
  nChanged 120
		SP:Iteration 119Q (49848.260000 sec): 3 clusters
  Score: Raw -19265345.895428 + Penalty 3886.706642 = -19261459.188785
  nChanged 130
		SP:Iteration 120F (49849.090000 sec): 3 clusters
  Score: Raw -19265354.683936 + Penalty 3886.706642 = -19261467.977294
  nChanged 130
		SP:Iteration 121Q (49849.870000 sec): 3 clusters
  Score: Raw -19265362.370019 + Penalty 3886.706642 = -19261475.663376
  nChanged 119
		SP:Iteration 122Q (49850.670000 sec): 3 clusters
  Score: Raw -19265369.892167 + Penalty 3886.706642 = -19261483.185525
  nChanged 115
		SP:Iteration 123Q (49851.490000 sec): 3 clusters
  Score: Raw -19265377.234326 + Penalty 3886.706642 = -19261490.527684
  nChanged 113
		SP:Iteration 124Q (49852.350000 sec): 3 clusters
  Score: Raw -19265383.872208 + Penalty 3886.706642 = -19261497.165565
  nChanged 88
		SP:Iteration 125Q (49853.200000 sec): 3 clusters
  Score: Raw -19265388.892568 + Penalty 3886.706642 = -19261502.185926
  nChanged 95
		SP:Iteration 126Q (49854.040000 sec): 3 clusters
  Score: Raw -19265393.931748 + Penalty 3886.706642 = -19261507.225105
  nChanged 79
		SP:Iteration 127Q (49854.870000 sec): 3 clusters
  Score: Raw -19265397.637917 + Penalty 3886.706642 = -19261510.931274
  nChanged 72
		SP:Iteration 128Q (49855.760000 sec): 3 clusters
  Score: Raw -19265401.132109 + Penalty 3886.706642 = -19261514.425466
  nChanged 79
		SP:Iteration 129Q (49856.580000 sec): 3 clusters
  Score: Raw -19265405.684743 + Penalty 3886.706642 = -19261518.978100
  nChanged 95
		SP:Iteration 130Q (49857.460000 sec): 3 clusters
  Score: Raw -19265411.439236 + Penalty 3886.706642 = -19261524.732594
  nChanged 82
		SP:Iteration 131Q (49858.310000 sec): 3 clusters
  Score: Raw -19265415.916127 + Penalty 3886.706642 = -19261529.209485
  nChanged 78
		SP:Iteration 132Q (49859.180000 sec): 3 clusters
  Score: Raw -19265419.778187 + Penalty 3886.706642 = -19261533.071545
  nChanged 73
		SP:Iteration 133Q (49860.020000 sec): 3 clusters
  Score: Raw -19265423.483914 + Penalty 3886.706642 = -19261536.777271
  nChanged 76
		SP:Iteration 134Q (49860.790000 sec): 3 clusters
  Score: Raw -19265428.001761 + Penalty 3886.706642 = -19261541.295119
  nChanged 77
		SP:Iteration 135Q (49861.640000 sec): 3 clusters
  Score: Raw -19265432.665525 + Penalty 3886.706642 = -19261545.958883
  nChanged 95
		SP:Iteration 136Q (49862.550000 sec): 3 clusters
  Score: Raw -19265439.168425 + Penalty 3886.706642 = -19261552.461783
  nChanged 102
		SP:Iteration 137Q (49863.400000 sec): 3 clusters
  Score: Raw -19265445.878777 + Penalty 3886.706642 = -19261559.172135
  nChanged 81
		SP:Iteration 138Q (49864.300000 sec): 3 clusters
  Score: Raw -19265450.717700 + Penalty 3886.706642 = -19261564.011058
  nChanged 90
		SP:Iteration 139Q (49865.140000 sec): 3 clusters
  Score: Raw -19265455.748859 + Penalty 3886.706642 = -19261569.042217
  nChanged 86
		SP:Iteration 140F (49865.970000 sec): 3 clusters
  Score: Raw -19265460.977963 + Penalty 3886.706642 = -19261574.271321
  nChanged 85
		SP:Iteration 141Q (49866.830000 sec): 3 clusters
  Score: Raw -19265465.296830 + Penalty 3886.706642 = -19261578.590188
  nChanged 57
		SP:Iteration 142Q (49867.660000 sec): 3 clusters
  Score: Raw -19265468.365332 + Penalty 3886.706642 = -19261581.658690
  nChanged 63
		SP:Iteration 143Q (49868.510000 sec): 3 clusters
  Score: Raw -19265471.579680 + Penalty 3886.706642 = -19261584.873038
  nChanged 61
		SP:Iteration 144Q (49869.370000 sec): 3 clusters
  Score: Raw -19265474.829367 + Penalty 3886.706642 = -19261588.122724
  nChanged 64
		SP:Iteration 145Q (49870.190000 sec): 3 clusters
  Score: Raw -19265478.338123 + Penalty 3886.706642 = -19261591.631481
  nChanged 67
		SP:Iteration 146Q (49871.030000 sec): 3 clusters
  Score: Raw -19265482.091752 + Penalty 3886.706642 = -19261595.385109
  nChanged 67
		SP:Iteration 147Q (49871.890000 sec): 3 clusters
  Score: Raw -19265485.814785 + Penalty 3886.706642 = -19261599.108143
  nChanged 63
		SP:Iteration 148Q (49872.730000 sec): 3 clusters
  Score: Raw -19265489.101257 + Penalty 3886.706642 = -19261602.394615
  nChanged 54
		SP:Iteration 149Q (49873.570000 sec): 3 clusters
  Score: Raw -19265492.079505 + Penalty 3886.706642 = -19261605.372863
  nChanged 57
		SP:Iteration 150Q (49874.440000 sec): 3 clusters
  Score: Raw -19265495.234249 + Penalty 3886.706642 = -19261608.527607
  nChanged 51
		SP:Iteration 151Q (49875.300000 sec): 3 clusters
  Score: Raw -19265498.147512 + Penalty 3886.706642 = -19261611.440869
  nChanged 56
		SP:Iteration 152Q (49876.150000 sec): 3 clusters
  Score: Raw -19265501.272108 + Penalty 3886.706642 = -19261614.565466
  nChanged 47
		SP:Iteration 153Q (49877.050000 sec): 3 clusters
  Score: Raw -19265503.556633 + Penalty 3886.706642 = -19261616.849991
  nChanged 41
		SP:Iteration 154Q (49877.960000 sec): 3 clusters
  Score: Raw -19265505.775396 + Penalty 3886.706642 = -19261619.068754
  nChanged 38
		SP:Iteration 155Q (49878.890000 sec): 3 clusters
  Score: Raw -19265507.552256 + Penalty 3886.706642 = -19261620.845613
  nChanged 45
		SP:Iteration 156Q (49879.740000 sec): 3 clusters
  Score: Raw -19265509.585178 + Penalty 3886.706642 = -19261622.878536
  nChanged 46
		SP:Iteration 157Q (49880.530000 sec): 3 clusters
  Score: Raw -19265511.935009 + Penalty 3886.706642 = -19261625.228367
  nChanged 60
		SP:Iteration 158Q (49881.310000 sec): 3 clusters
  Score: Raw -19265515.573531 + Penalty 3886.706642 = -19261628.866889
  nChanged 76
		SP:Iteration 159Q (49882.180000 sec): 3 clusters
  Score: Raw -19265520.695320 + Penalty 3886.706642 = -19261633.988677
  nChanged 75
		SP:Iteration 160F (49883.050000 sec): 3 clusters
  Score: Raw -19265525.353923 + Penalty 3886.706642 = -19261638.647280
  nChanged 66
		SP:Iteration 161Q (49883.830000 sec): 3 clusters
  Score: Raw -19265529.066342 + Penalty 3886.706642 = -19261642.359700
  nChanged 71
		SP:Iteration 162Q (49884.600000 sec): 3 clusters
  Score: Raw -19265533.140781 + Penalty 3886.706642 = -19261646.434138
  nChanged 69
		SP:Iteration 163Q (49885.400000 sec): 3 clusters
  Score: Raw -19265537.261291 + Penalty 3886.706642 = -19261650.554649
  nChanged 59
		SP:Iteration 164Q (49886.160000 sec): 3 clusters
  Score: Raw -19265540.803401 + Penalty 3886.706642 = -19261654.096759
  nChanged 69
		SP:Iteration 165Q (49886.920000 sec): 3 clusters
  Score: Raw -19265544.333052 + Penalty 3886.706642 = -19261657.626410
  nChanged 53
		SP:Iteration 166Q (49887.720000 sec): 3 clusters
  Score: Raw -19265546.705459 + Penalty 3886.706642 = -19261659.998817
  nChanged 31
		SP:Iteration 167Q (49888.510000 sec): 3 clusters
  Score: Raw -19265548.119881 + Penalty 3886.706642 = -19261661.413239
  nChanged 28
		SP:Iteration 168Q (49889.290000 sec): 3 clusters
  Score: Raw -19265549.199745 + Penalty 3886.706642 = -19261662.493102
  nChanged 21
		SP:Iteration 169Q (49890.040000 sec): 3 clusters
  Score: Raw -19265550.146106 + Penalty 3886.706642 = -19261663.439464
  nChanged 25
		SP:Iteration 170Q (49890.840000 sec): 3 clusters
  Score: Raw -19265551.214605 + Penalty 3886.706642 = -19261664.507963
  nChanged 25
		SP:Iteration 171Q (49891.620000 sec): 3 clusters
  Score: Raw -19265552.177434 + Penalty 3886.706642 = -19261665.470791
  nChanged 24
		SP:Iteration 172Q (49892.390000 sec): 3 clusters
  Score: Raw -19265553.047403 + Penalty 3886.706642 = -19261666.340761
  nChanged 30
		SP:Iteration 173Q (49893.230000 sec): 3 clusters
  Score: Raw -19265554.051064 + Penalty 3886.706642 = -19261667.344421
  nChanged 21
		SP:Iteration 174Q (49894.080000 sec): 3 clusters
  Score: Raw -19265554.808332 + Penalty 3886.706642 = -19261668.101690
  nChanged 18
		SP:Iteration 175Q (49894.990000 sec): 3 clusters
  Score: Raw -19265555.398160 + Penalty 3886.706642 = -19261668.691517
  nChanged 17
		SP:Iteration 176Q (49895.840000 sec): 3 clusters
  Score: Raw -19265555.828889 + Penalty 3886.706642 = -19261669.122246
  nChanged 13
		SP:Iteration 177Q (49896.700000 sec): 3 clusters
  Score: Raw -19265556.358807 + Penalty 3886.706642 = -19261669.652165
  nChanged 21
		SP:Iteration 178Q (49897.620000 sec): 3 clusters
  Score: Raw -19265557.181771 + Penalty 3886.706642 = -19261670.475128
  nChanged 22
		SP:Iteration 179Q (49898.530000 sec): 3 clusters
  Score: Raw -19265557.982235 + Penalty 3886.706642 = -19261671.275593
  nChanged 21
		SP:Iteration 180F (49899.500000 sec): 3 clusters
  Score: Raw -19265558.919530 + Penalty 3886.706642 = -19261672.212887
  nChanged 21
		SP:Iteration 181Q (49900.280000 sec): 3 clusters
  Score: Raw -19265559.896515 + Penalty 3886.706642 = -19261673.189873
  nChanged 22
		SP:Iteration 182Q (49901.090000 sec): 3 clusters
  Score: Raw -19265560.551623 + Penalty 3886.706642 = -19261673.844981
  nChanged 12
		SP:Iteration 183Q (49901.910000 sec): 3 clusters
  Score: Raw -19265560.871356 + Penalty 3886.706642 = -19261674.164714
  nChanged 11
		SP:Iteration 184Q (49902.780000 sec): 3 clusters
  Score: Raw -19265561.135851 + Penalty 3886.706642 = -19261674.429209
  nChanged 11
		SP:Iteration 185Q (49903.660000 sec): 3 clusters
  Score: Raw -19265561.495088 + Penalty 3886.706642 = -19261674.788446
  nChanged 10
		SP:Iteration 186Q (49904.600000 sec): 3 clusters
  Score: Raw -19265561.852496 + Penalty 3886.706642 = -19261675.145853
  nChanged 10
		SP:Iteration 187Q (49905.530000 sec): 3 clusters
  Score: Raw -19265562.187664 + Penalty 3886.706642 = -19261675.481022
  nChanged 8
		SP:Iteration 188Q (49906.430000 sec): 3 clusters
  Score: Raw -19265562.598839 + Penalty 3886.706642 = -19261675.892197
  nChanged 10
		SP:Iteration 189Q (49907.350000 sec): 3 clusters
  Score: Raw -19265562.891331 + Penalty 3886.706642 = -19261676.184688
  nChanged 6
		SP:Iteration 190Q (49908.290000 sec): 3 clusters
  Score: Raw -19265563.086041 + Penalty 3886.706642 = -19261676.379398
  nChanged 3
		SP:Iteration 191Q (49909.080000 sec): 3 clusters
  Score: Raw -19265563.210815 + Penalty 3886.706642 = -19261676.504172
  nChanged 4
		SP:Iteration 192Q (49909.890000 sec): 3 clusters
  Score: Raw -19265563.404273 + Penalty 3886.706642 = -19261676.697631
  nChanged 5
		SP:Iteration 193Q (49910.750000 sec): 3 clusters
  Score: Raw -19265563.621496 + Penalty 3886.706642 = -19261676.914854
  nChanged 7
		SP:Iteration 194Q (49911.550000 sec): 3 clusters
  Score: Raw -19265563.811459 + Penalty 3886.706642 = -19261677.104817
  nChanged 6
		SP:Iteration 195Q (49912.390000 sec): 3 clusters
  Score: Raw -19265563.990478 + Penalty 3886.706642 = -19261677.283836
  nChanged 6
		SP:Iteration 196Q (49913.260000 sec): 3 clusters
  Score: Raw -19265564.189626 + Penalty 3886.706642 = -19261677.482984
  nChanged 8
		SP:Iteration 197Q (49914.180000 sec): 3 clusters
  Score: Raw -19265564.521790 + Penalty 3886.706642 = -19261677.815147
  nChanged 7
		SP:Iteration 198Q (49915.060000 sec): 3 clusters
  Score: Raw -19265564.674641 + Penalty 3886.706642 = -19261677.967999
  nChanged 7
		SP:Iteration 199Q (49915.940000 sec): 3 clusters
  Score: Raw -19265564.995479 + Penalty 3886.706642 = -19261678.288837
  nChanged 8
		SP:Iteration 200F (49916.850000 sec): 3 clusters
  Score: Raw -19265565.256919 + Penalty 3886.706642 = -19261678.550276
  nChanged 6
		SP:Iteration 201Q (49917.730000 sec): 3 clusters
  Score: Raw -19265565.442995 + Penalty 3886.706642 = -19261678.736353
  nChanged 9
		SP:Iteration 202Q (49918.610000 sec): 3 clusters
  Score: Raw -19265565.751239 + Penalty 3886.706642 = -19261679.044596
  nChanged 6
		SP:Iteration 203Q (49919.450000 sec): 3 clusters
  Score: Raw -19265566.035361 + Penalty 3886.706642 = -19261679.328719
  nChanged 7
		SP:Iteration 204Q (49920.280000 sec): 3 clusters
  Score: Raw -19265566.276927 + Penalty 3886.706642 = -19261679.570284
  nChanged 11
		SP:Iteration 205Q (49921.160000 sec): 3 clusters
  Score: Raw -19265566.627151 + Penalty 3886.706642 = -19261679.920509
  nChanged 4
		SP:Iteration 206Q (49922.050000 sec): 3 clusters
  Score: Raw -19265566.740610 + Penalty 3886.706642 = -19261680.033967
  nChanged 3
		SP:Iteration 207Q (49922.900000 sec): 3 clusters
  Score: Raw -19265566.806271 + Penalty 3886.706642 = -19261680.099629
  nChanged 3
		SP:Iteration 208Q (49923.710000 sec): 3 clusters
  Score: Raw -19265566.875713 + Penalty 3886.706642 = -19261680.169070
  nChanged 2
		SP:Iteration 209Q (49924.440000 sec): 3 clusters
  Score: Raw -19265566.942280 + Penalty 3886.706642 = -19261680.235637
  nChanged 1
		SP:Iteration 210Q (49925.230000 sec): 3 clusters
  Score: Raw -19265566.958569 + Penalty 3886.706642 = -19261680.251927
  nChanged 1
		SP:Iteration 211Q (49926.010000 sec): 3 clusters
  Score: Raw -19265566.973742 + Penalty 3886.706642 = -19261680.267100
  nChanged 1
		SP:Iteration 212Q (49926.820000 sec): 3 clusters
  Score: Raw -19265567.010818 + Penalty 3886.706642 = -19261680.304175
  nChanged 1
		SP:Iteration 213Q (49927.620000 sec): 3 clusters
  Score: Raw -19265567.025137 + Penalty 3886.706642 = -19261680.318495
  nChanged 0
		SP:Iteration 214F (49928.460000 sec): 3 clusters
  Score: Raw -19265567.025137 + Penalty 3886.706642 = -19261680.318495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49928.720000 sec): 2 clusters
  Score: Raw -145424.602811 + Penalty 1154.289835 = -144270.312976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49928.890000 sec): 3 clusters
  Score: Raw -144993.761416 + Penalty 2308.579670 = -142685.181745
  nChanged 391
		SP:Iteration 1F (49929.030000 sec): 3 clusters
  Score: Raw -145303.007721 + Penalty 2308.579670 = -142994.428050
  nChanged 85
		SP:Iteration 2F (49929.230000 sec): 3 clusters
  Score: Raw -145380.541303 + Penalty 2308.579670 = -143071.961633
  nChanged 44
		SP:Iteration 3Q (49929.390000 sec): 3 clusters
  Score: Raw -145419.588689 + Penalty 2308.579670 = -143111.009018
  nChanged 29
		SP:Iteration 4Q (49929.540000 sec): 3 clusters
  Score: Raw -145452.447901 + Penalty 2308.579670 = -143143.868230
  nChanged 22
		SP:Iteration 5Q (49929.710000 sec): 3 clusters
  Score: Raw -145473.042567 + Penalty 2308.579670 = -143164.462897
  nChanged 21
		SP:Iteration 6Q (49929.930000 sec): 3 clusters
  Score: Raw -145488.388698 + Penalty 2308.579670 = -143179.809028
  nChanged 12
		SP:Iteration 7Q (49930.090000 sec): 3 clusters
  Score: Raw -145497.965386 + Penalty 2308.579670 = -143189.385716
  nChanged 12
		SP:Iteration 8Q (49930.270000 sec): 3 clusters
  Score: Raw -145505.592570 + Penalty 2308.579670 = -143197.012899
  nChanged 6
		SP:Iteration 9Q (49930.440000 sec): 3 clusters
  Score: Raw -145510.051723 + Penalty 2308.579670 = -143201.472053
  nChanged 8
		SP:Iteration 10Q (49930.650000 sec): 3 clusters
  Score: Raw -145515.494566 + Penalty 2308.579670 = -143206.914896
  nChanged 7
		SP:Iteration 11Q (49930.840000 sec): 3 clusters
  Score: Raw -145522.114569 + Penalty 2308.579670 = -143213.534899
  nChanged 3
		SP:Iteration 12Q (49931.030000 sec): 3 clusters
  Score: Raw -145523.714726 + Penalty 2308.579670 = -143215.135055
  nChanged 4
		SP:Iteration 13Q (49931.190000 sec): 3 clusters
  Score: Raw -145526.587493 + Penalty 2308.579670 = -143218.007823
  nChanged 3
		SP:Iteration 14Q (49931.380000 sec): 3 clusters
  Score: Raw -145528.914881 + Penalty 2308.579670 = -143220.335211
  nChanged 2
		SP:Iteration 15Q (49931.530000 sec): 3 clusters
  Score: Raw -145531.478169 + Penalty 2308.579670 = -143222.898499
  nChanged 5
		SP:Iteration 16Q (49931.710000 sec): 3 clusters
  Score: Raw -145535.876584 + Penalty 2308.579670 = -143227.296914
  nChanged 3
		SP:Iteration 17Q (49931.900000 sec): 3 clusters
  Score: Raw -145538.273501 + Penalty 2308.579670 = -143229.693831
  nChanged 2
		SP:Iteration 18Q (49932.070000 sec): 3 clusters
  Score: Raw -145539.759366 + Penalty 2308.579670 = -143231.179696
  nChanged 4
		SP:Iteration 19Q (49932.240000 sec): 3 clusters
  Score: Raw -145542.346553 + Penalty 2308.579670 = -143233.766883
  nChanged 8
		SP:Iteration 20F (49932.430000 sec): 3 clusters
  Score: Raw -145548.191749 + Penalty 2308.579670 = -143239.612078
  nChanged 4
		SP:Iteration 21Q (49932.610000 sec): 3 clusters
  Score: Raw -145551.042042 + Penalty 2308.579670 = -143242.462372
  nChanged 2
		SP:Iteration 22Q (49932.800000 sec): 3 clusters
  Score: Raw -145552.918229 + Penalty 2308.579670 = -143244.338558
  nChanged 1
		SP:Iteration 23Q (49933.000000 sec): 3 clusters
  Score: Raw -145554.206147 + Penalty 2308.579670 = -143245.626476
  nChanged 4
		SP:Iteration 24Q (49933.150000 sec): 3 clusters
  Score: Raw -145557.102850 + Penalty 2308.579670 = -143248.523180
  nChanged 5
		SP:Iteration 25Q (49933.350000 sec): 3 clusters
  Score: Raw -145561.203216 + Penalty 2308.579670 = -143252.623546
  nChanged 7
		SP:Iteration 26Q (49933.540000 sec): 3 clusters
  Score: Raw -145570.938356 + Penalty 2308.579670 = -143262.358686
  nChanged 7
		SP:Iteration 27Q (49933.680000 sec): 3 clusters
  Score: Raw -145576.523478 + Penalty 2308.579670 = -143267.943808
  nChanged 3
		SP:Iteration 28Q (49933.880000 sec): 3 clusters
  Score: Raw -145577.660835 + Penalty 2308.579670 = -143269.081165
  nChanged 2
		SP:Iteration 29Q (49934.030000 sec): 3 clusters
  Score: Raw -145578.648111 + Penalty 2308.579670 = -143270.068441
  nChanged 1
		SP:Iteration 30Q (49934.220000 sec): 3 clusters
  Score: Raw -145579.199467 + Penalty 2308.579670 = -143270.619797
  nChanged 0
		SP:Iteration 31F (49934.370000 sec): 3 clusters
  Score: Raw -145579.199467 + Penalty 2308.579670 = -143270.619797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49934.500000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49934.680000 sec): 3 clusters
  Score: Raw -42481.621867 + Penalty 1938.997690 = -40542.624177
  nChanged 79
		SP:Iteration 1F (49934.850000 sec): 3 clusters
  Score: Raw -42612.190431 + Penalty 1938.997690 = -40673.192740
  nChanged 19
		SP:Iteration 2Q (49935.000000 sec): 3 clusters
  Score: Raw -42654.042926 + Penalty 1938.997690 = -40715.045236
  nChanged 7
		SP:Iteration 3Q (49935.190000 sec): 3 clusters
  Score: Raw -42674.365112 + Penalty 1938.997690 = -40735.367421
  nChanged 6
		SP:Iteration 4Q (49935.380000 sec): 3 clusters
  Score: Raw -42688.319318 + Penalty 1938.997690 = -40749.321628
  nChanged 4
		SP:Iteration 5Q (49935.560000 sec): 3 clusters
  Score: Raw -42694.113425 + Penalty 1938.997690 = -40755.115735
  nChanged 0
		SP:Iteration 6F (49935.770000 sec): 3 clusters
  Score: Raw -42694.113425 + Penalty 1938.997690 = -40755.115735
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49935.910000 sec): 2 clusters
  Score: Raw -2197760.799044 + Penalty 1588.608422 = -2196172.190622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49936.200000 sec): 3 clusters
  Score: Raw -2187257.712599 + Penalty 3177.216844 = -2184080.495754
  nChanged 7881
		SP:Iteration 1F (49936.460000 sec): 3 clusters
  Score: Raw -2191521.867488 + Penalty 3177.216844 = -2188344.650643
  nChanged 905
		SP:Iteration 2F (49936.710000 sec): 3 clusters
  Score: Raw -2191854.307244 + Penalty 3177.216844 = -2188677.090400
  nChanged 825
		SP:Iteration 3Q (49936.940000 sec): 3 clusters
  Score: Raw -2192201.911645 + Penalty 3177.216844 = -2189024.694800
  nChanged 816
		SP:Iteration 4Q (49937.220000 sec): 3 clusters
  Score: Raw -2192526.679463 + Penalty 3177.216844 = -2189349.462618
  nChanged 741
		SP:Iteration 5Q (49937.440000 sec): 3 clusters
  Score: Raw -2192830.538714 + Penalty 3177.216844 = -2189653.321870
  nChanged 725
		SP:Iteration 6Q (49937.700000 sec): 3 clusters
  Score: Raw -2193099.478477 + Penalty 3177.216844 = -2189922.261632
  nChanged 661
		SP:Iteration 7Q (49937.980000 sec): 3 clusters
  Score: Raw -2193365.152729 + Penalty 3177.216844 = -2190187.935884
  nChanged 666
		SP:Iteration 8Q (49938.210000 sec): 3 clusters
  Score: Raw -2193646.691214 + Penalty 3177.216844 = -2190469.474369
  nChanged 672
		SP:Iteration 9Q (49938.470000 sec): 3 clusters
  Score: Raw -2193958.962710 + Penalty 3177.216844 = -2190781.745865
  nChanged 676
		SP:Iteration 10Q (49938.770000 sec): 3 clusters
  Score: Raw -2194306.577175 + Penalty 3177.216844 = -2191129.360331
  nChanged 647
		SP:Iteration 11Q (49938.990000 sec): 3 clusters
  Score: Raw -2194651.559564 + Penalty 3177.216844 = -2191474.342720
  nChanged 609
		SP:Iteration 12Q (49939.280000 sec): 3 clusters
  Score: Raw -2194989.431017 + Penalty 3177.216844 = -2191812.214173
  nChanged 557
		SP:Iteration 13Q (49939.500000 sec): 3 clusters
  Score: Raw -2195280.989729 + Penalty 3177.216844 = -2192103.772885
  nChanged 460
		SP:Iteration 14Q (49939.760000 sec): 3 clusters
  Score: Raw -2195494.776989 + Penalty 3177.216844 = -2192317.560145
  nChanged 379
		SP:Iteration 15Q (49940.010000 sec): 3 clusters
  Score: Raw -2195639.938890 + Penalty 3177.216844 = -2192462.722046
  nChanged 297
		SP:Iteration 16Q (49940.300000 sec): 3 clusters
  Score: Raw -2195746.037870 + Penalty 3177.216844 = -2192568.821025
  nChanged 255
		SP:Iteration 17Q (49940.530000 sec): 3 clusters
  Score: Raw -2195821.941631 + Penalty 3177.216844 = -2192644.724786
  nChanged 227
		SP:Iteration 18Q (49940.760000 sec): 3 clusters
  Score: Raw -2195891.585858 + Penalty 3177.216844 = -2192714.369013
  nChanged 230
		SP:Iteration 19Q (49941.030000 sec): 3 clusters
  Score: Raw -2195962.759291 + Penalty 3177.216844 = -2192785.542446
  nChanged 238
		SP:Iteration 20F (49941.300000 sec): 3 clusters
  Score: Raw -2196031.512363 + Penalty 3177.216844 = -2192854.295518
  nChanged 237
		SP:Iteration 21Q (49941.570000 sec): 3 clusters
  Score: Raw -2196105.930073 + Penalty 3177.216844 = -2192928.713228
  nChanged 226
		SP:Iteration 22Q (49941.860000 sec): 3 clusters
  Score: Raw -2196179.456520 + Penalty 3177.216844 = -2193002.239676
  nChanged 228
		SP:Iteration 23Q (49942.110000 sec): 3 clusters
  Score: Raw -2196256.549579 + Penalty 3177.216844 = -2193079.332735
  nChanged 228
		SP:Iteration 24Q (49942.390000 sec): 3 clusters
  Score: Raw -2196336.580062 + Penalty 3177.216844 = -2193159.363218
  nChanged 226
		SP:Iteration 25Q (49942.660000 sec): 3 clusters
  Score: Raw -2196419.401114 + Penalty 3177.216844 = -2193242.184270
  nChanged 237
		SP:Iteration 26Q (49942.900000 sec): 3 clusters
  Score: Raw -2196520.634715 + Penalty 3177.216844 = -2193343.417870
  nChanged 256
		SP:Iteration 27Q (49943.190000 sec): 3 clusters
  Score: Raw -2196633.178467 + Penalty 3177.216844 = -2193455.961622
  nChanged 237
		SP:Iteration 28Q (49943.440000 sec): 3 clusters
  Score: Raw -2196727.833727 + Penalty 3177.216844 = -2193550.616883
  nChanged 229
		SP:Iteration 29Q (49943.680000 sec): 3 clusters
  Score: Raw -2196821.078188 + Penalty 3177.216844 = -2193643.861343
  nChanged 204
		SP:Iteration 30Q (49943.920000 sec): 3 clusters
  Score: Raw -2196895.577270 + Penalty 3177.216844 = -2193718.360426
  nChanged 196
		SP:Iteration 31Q (49944.170000 sec): 3 clusters
  Score: Raw -2196969.530723 + Penalty 3177.216844 = -2193792.313879
  nChanged 174
		SP:Iteration 32Q (49944.420000 sec): 3 clusters
  Score: Raw -2197039.874331 + Penalty 3177.216844 = -2193862.657487
  nChanged 172
		SP:Iteration 33Q (49944.700000 sec): 3 clusters
  Score: Raw -2197111.064843 + Penalty 3177.216844 = -2193933.847998
  nChanged 178
		SP:Iteration 34Q (49944.980000 sec): 3 clusters
  Score: Raw -2197187.563734 + Penalty 3177.216844 = -2194010.346890
  nChanged 167
		SP:Iteration 35Q (49945.200000 sec): 3 clusters
  Score: Raw -2197261.665983 + Penalty 3177.216844 = -2194084.449138
  nChanged 169
		SP:Iteration 36Q (49945.470000 sec): 3 clusters
  Score: Raw -2197343.253247 + Penalty 3177.216844 = -2194166.036403
  nChanged 150
		SP:Iteration 37Q (49945.740000 sec): 3 clusters
  Score: Raw -2197419.039036 + Penalty 3177.216844 = -2194241.822192
  nChanged 146
		SP:Iteration 38Q (49946.030000 sec): 3 clusters
  Score: Raw -2197497.887559 + Penalty 3177.216844 = -2194320.670714
  nChanged 113
		SP:Iteration 39Q (49946.230000 sec): 3 clusters
  Score: Raw -2197561.204295 + Penalty 3177.216844 = -2194383.987451
  nChanged 113
		SP:Iteration 40F (49946.500000 sec): 3 clusters
  Score: Raw -2197620.591115 + Penalty 3177.216844 = -2194443.374270
  nChanged 106
		SP:Iteration 41Q (49946.750000 sec): 3 clusters
  Score: Raw -2197680.950209 + Penalty 3177.216844 = -2194503.733365
  nChanged 87
		SP:Iteration 42Q (49947.030000 sec): 3 clusters
  Score: Raw -2197733.608578 + Penalty 3177.216844 = -2194556.391734
  nChanged 66
		SP:Iteration 43Q (49947.270000 sec): 3 clusters
  Score: Raw -2197771.652203 + Penalty 3177.216844 = -2194594.435358
  nChanged 49
		SP:Iteration 44Q (49947.500000 sec): 3 clusters
  Score: Raw -2197801.683267 + Penalty 3177.216844 = -2194624.466423
  nChanged 52
		SP:Iteration 45Q (49947.790000 sec): 3 clusters
  Score: Raw -2197833.055506 + Penalty 3177.216844 = -2194655.838662
  nChanged 41
		SP:Iteration 46Q (49948.020000 sec): 3 clusters
  Score: Raw -2197854.917039 + Penalty 3177.216844 = -2194677.700195
  nChanged 31
		SP:Iteration 47Q (49948.260000 sec): 3 clusters
  Score: Raw -2197872.315250 + Penalty 3177.216844 = -2194695.098406
  nChanged 22
		SP:Iteration 48Q (49948.500000 sec): 3 clusters
  Score: Raw -2197883.830726 + Penalty 3177.216844 = -2194706.613881
  nChanged 23
		SP:Iteration 49Q (49948.770000 sec): 3 clusters
  Score: Raw -2197896.964414 + Penalty 3177.216844 = -2194719.747570
  nChanged 21
		SP:Iteration 50Q (49949.020000 sec): 3 clusters
  Score: Raw -2197911.290010 + Penalty 3177.216844 = -2194734.073165
  nChanged 24
		SP:Iteration 51Q (49949.290000 sec): 3 clusters
  Score: Raw -2197927.956892 + Penalty 3177.216844 = -2194750.740047
  nChanged 19
		SP:Iteration 52Q (49949.550000 sec): 3 clusters
  Score: Raw -2197940.739540 + Penalty 3177.216844 = -2194763.522696
  nChanged 20
		SP:Iteration 53Q (49949.800000 sec): 3 clusters
  Score: Raw -2197955.779451 + Penalty 3177.216844 = -2194778.562606
  nChanged 20
		SP:Iteration 54Q (49950.050000 sec): 3 clusters
  Score: Raw -2197970.726539 + Penalty 3177.216844 = -2194793.509695
  nChanged 11
		SP:Iteration 55Q (49950.310000 sec): 3 clusters
  Score: Raw -2197975.911161 + Penalty 3177.216844 = -2194798.694317
  nChanged 2
		SP:Iteration 56Q (49950.550000 sec): 3 clusters
  Score: Raw -2197976.878826 + Penalty 3177.216844 = -2194799.661982
  nChanged 1
		SP:Iteration 57Q (49950.790000 sec): 3 clusters
  Score: Raw -2197977.555076 + Penalty 3177.216844 = -2194800.338231
  nChanged 3
		SP:Iteration 58Q (49951.020000 sec): 3 clusters
  Score: Raw -2197979.482764 + Penalty 3177.216844 = -2194802.265919
  nChanged 3
		SP:Iteration 59Q (49951.280000 sec): 3 clusters
  Score: Raw -2197981.974632 + Penalty 3177.216844 = -2194804.757787
  nChanged 8
		SP:Iteration 60F (49951.540000 sec): 3 clusters
  Score: Raw -2197987.397101 + Penalty 3177.216844 = -2194810.180257
  nChanged 6
		SP:Iteration 61Q (49951.760000 sec): 3 clusters
  Score: Raw -2197991.609958 + Penalty 3177.216844 = -2194814.393114
  nChanged 7
		SP:Iteration 62Q (49952.020000 sec): 3 clusters
  Score: Raw -2197996.589021 + Penalty 3177.216844 = -2194819.372176
  nChanged 5
		SP:Iteration 63Q (49952.280000 sec): 3 clusters
  Score: Raw -2197999.893344 + Penalty 3177.216844 = -2194822.676499
  nChanged 2
		SP:Iteration 64Q (49952.500000 sec): 3 clusters
  Score: Raw -2198001.705399 + Penalty 3177.216844 = -2194824.488554
  nChanged 3
		SP:Iteration 65Q (49952.740000 sec): 3 clusters
  Score: Raw -2198004.184670 + Penalty 3177.216844 = -2194826.967826
  nChanged 4
		SP:Iteration 66Q (49952.990000 sec): 3 clusters
  Score: Raw -2198006.266633 + Penalty 3177.216844 = -2194829.049788
  nChanged 4
		SP:Iteration 67Q (49953.240000 sec): 3 clusters
  Score: Raw -2198007.937997 + Penalty 3177.216844 = -2194830.721152
  nChanged 1
		SP:Iteration 68Q (49953.460000 sec): 3 clusters
  Score: Raw -2198008.568208 + Penalty 3177.216844 = -2194831.351364
  nChanged 1
		SP:Iteration 69Q (49953.720000 sec): 3 clusters
  Score: Raw -2198009.539061 + Penalty 3177.216844 = -2194832.322216
  nChanged 1
		SP:Iteration 70Q (49953.910000 sec): 3 clusters
  Score: Raw -2198010.168646 + Penalty 3177.216844 = -2194832.951801
  nChanged 1
		SP:Iteration 71Q (49954.150000 sec): 3 clusters
  Score: Raw -2198010.631018 + Penalty 3177.216844 = -2194833.414174
  nChanged 0
		SP:Iteration 72F (49954.410000 sec): 3 clusters
  Score: Raw -2198010.631018 + Penalty 3177.216844 = -2194833.414174
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49954.570000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49954.700000 sec): 3 clusters
  Score: Raw -147205.168215 + Penalty 2334.264436 = -144870.903778
  nChanged 447
		SP:Iteration 1F (49954.860000 sec): 3 clusters
  Score: Raw -147563.904528 + Penalty 2334.264436 = -145229.640092
  nChanged 99
		SP:Iteration 2F (49955.070000 sec): 3 clusters
  Score: Raw -147681.512387 + Penalty 2334.264436 = -145347.247951
  nChanged 67
		SP:Iteration 3F (49955.250000 sec): 3 clusters
  Score: Raw -147787.502463 + Penalty 2334.264436 = -145453.238027
  nChanged 61
		SP:Iteration 4Q (49955.420000 sec): 3 clusters
  Score: Raw -147865.213018 + Penalty 2334.264436 = -145530.948581
  nChanged 51
		SP:Iteration 5Q (49955.570000 sec): 3 clusters
  Score: Raw -147900.495132 + Penalty 2334.264436 = -145566.230696
  nChanged 31
		SP:Iteration 6Q (49955.750000 sec): 3 clusters
  Score: Raw -147927.599974 + Penalty 2334.264436 = -145593.335537
  nChanged 37
		SP:Iteration 7Q (49955.910000 sec): 3 clusters
  Score: Raw -147970.652394 + Penalty 2334.264436 = -145636.387958
  nChanged 47
		SP:Iteration 8Q (49956.110000 sec): 3 clusters
  Score: Raw -148029.541425 + Penalty 2334.264436 = -145695.276989
  nChanged 50
		SP:Iteration 9Q (49956.270000 sec): 3 clusters
  Score: Raw -148077.985400 + Penalty 2334.264436 = -145743.720963
  nChanged 33
		SP:Iteration 10Q (49956.410000 sec): 3 clusters
  Score: Raw -148116.711207 + Penalty 2334.264436 = -145782.446771
  nChanged 36
		SP:Iteration 11Q (49956.570000 sec): 3 clusters
  Score: Raw -148165.877181 + Penalty 2334.264436 = -145831.612745
  nChanged 33
		SP:Iteration 12Q (49956.750000 sec): 3 clusters
  Score: Raw -148192.620036 + Penalty 2334.264436 = -145858.355600
  nChanged 20
		SP:Iteration 13Q (49956.920000 sec): 3 clusters
  Score: Raw -148218.374609 + Penalty 2334.264436 = -145884.110173
  nChanged 18
		SP:Iteration 14Q (49957.050000 sec): 3 clusters
  Score: Raw -148239.854136 + Penalty 2334.264436 = -145905.589700
  nChanged 14
		SP:Iteration 15Q (49957.190000 sec): 3 clusters
  Score: Raw -148256.177790 + Penalty 2334.264436 = -145921.913353
  nChanged 15
		SP:Iteration 16Q (49957.380000 sec): 3 clusters
  Score: Raw -148281.267780 + Penalty 2334.264436 = -145947.003343
  nChanged 11
		SP:Iteration 17Q (49957.550000 sec): 3 clusters
  Score: Raw -148295.461388 + Penalty 2334.264436 = -145961.196952
  nChanged 8
		SP:Iteration 18Q (49957.660000 sec): 3 clusters
  Score: Raw -148305.656415 + Penalty 2334.264436 = -145971.391979
  nChanged 7
		SP:Iteration 19Q (49957.830000 sec): 3 clusters
  Score: Raw -148312.156238 + Penalty 2334.264436 = -145977.891802
  nChanged 3
		SP:Iteration 20F (49958.020000 sec): 3 clusters
  Score: Raw -148313.772508 + Penalty 2334.264436 = -145979.508072
  nChanged 1
		SP:Iteration 21Q (49958.190000 sec): 3 clusters
  Score: Raw -148314.958525 + Penalty 2334.264436 = -145980.694089
  nChanged 1
		SP:Iteration 22Q (49958.340000 sec): 3 clusters
  Score: Raw -148316.243130 + Penalty 2334.264436 = -145981.978693
  nChanged 1
		SP:Iteration 23Q (49958.510000 sec): 3 clusters
  Score: Raw -148318.221430 + Penalty 2334.264436 = -145983.956994
  nChanged 1
		SP:Iteration 24Q (49958.690000 sec): 3 clusters
  Score: Raw -148319.007520 + Penalty 2334.264436 = -145984.743083
  nChanged 2
		SP:Iteration 25Q (49958.870000 sec): 3 clusters
  Score: Raw -148319.968357 + Penalty 2334.264436 = -145985.703921
  nChanged 3
		SP:Iteration 26Q (49959.020000 sec): 3 clusters
  Score: Raw -148322.579632 + Penalty 2334.264436 = -145988.315196
  nChanged 2
		SP:Iteration 27Q (49959.230000 sec): 3 clusters
  Score: Raw -148323.597403 + Penalty 2334.264436 = -145989.332967
  nChanged 1
		SP:Iteration 28Q (49959.400000 sec): 3 clusters
  Score: Raw -148324.791324 + Penalty 2334.264436 = -145990.526888
  nChanged 2
		SP:Iteration 29Q (49959.580000 sec): 3 clusters
  Score: Raw -148326.746695 + Penalty 2334.264436 = -145992.482258
  nChanged 2
		SP:Iteration 30Q (49959.740000 sec): 3 clusters
  Score: Raw -148327.451746 + Penalty 2334.264436 = -145993.187309
  nChanged 1
		SP:Iteration 31Q (49959.910000 sec): 3 clusters
  Score: Raw -148327.684313 + Penalty 2334.264436 = -145993.419876
  nChanged 0
		SP:Iteration 32F (49960.090000 sec): 3 clusters
  Score: Raw -148327.684313 + Penalty 2334.264436 = -145993.419876
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49960.230000 sec): 2 clusters
  Score: Raw -452171.146425 + Penalty 1343.835504 = -450827.310921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49960.410000 sec): 3 clusters
  Score: Raw -450263.494861 + Penalty 2687.671008 = -447575.823853
  nChanged 1543
		SP:Iteration 1F (49960.610000 sec): 3 clusters
  Score: Raw -451187.921005 + Penalty 2687.671008 = -448500.249997
  nChanged 313
		SP:Iteration 2F (49960.750000 sec): 3 clusters
  Score: Raw -451408.194734 + Penalty 2687.671008 = -448720.523726
  nChanged 248
		SP:Iteration 3F (49960.920000 sec): 3 clusters
  Score: Raw -451603.558366 + Penalty 2687.671008 = -448915.887358
  nChanged 212
		SP:Iteration 4F (49961.100000 sec): 3 clusters
  Score: Raw -451754.684368 + Penalty 2687.671008 = -449067.013360
  nChanged 158
		SP:Iteration 5Q (49961.270000 sec): 3 clusters
  Score: Raw -451857.087239 + Penalty 2687.671008 = -449169.416231
  nChanged 128
		SP:Iteration 6Q (49961.410000 sec): 3 clusters
  Score: Raw -451932.696155 + Penalty 2687.671008 = -449245.025147
  nChanged 109
		SP:Iteration 7Q (49961.610000 sec): 3 clusters
  Score: Raw -452001.612243 + Penalty 2687.671008 = -449313.941235
  nChanged 114
		SP:Iteration 8Q (49961.770000 sec): 3 clusters
  Score: Raw -452062.101516 + Penalty 2687.671008 = -449374.430508
  nChanged 94
		SP:Iteration 9Q (49961.950000 sec): 3 clusters
  Score: Raw -452117.430295 + Penalty 2687.671008 = -449429.759287
  nChanged 82
		SP:Iteration 10Q (49962.190000 sec): 3 clusters
  Score: Raw -452162.781260 + Penalty 2687.671008 = -449475.110253
  nChanged 73
		SP:Iteration 11Q (49962.370000 sec): 3 clusters
  Score: Raw -452198.707838 + Penalty 2687.671008 = -449511.036830
  nChanged 65
		SP:Iteration 12Q (49962.550000 sec): 3 clusters
  Score: Raw -452229.527618 + Penalty 2687.671008 = -449541.856610
  nChanged 44
		SP:Iteration 13Q (49962.720000 sec): 3 clusters
  Score: Raw -452247.006786 + Penalty 2687.671008 = -449559.335778
  nChanged 30
		SP:Iteration 14Q (49962.920000 sec): 3 clusters
  Score: Raw -452258.609691 + Penalty 2687.671008 = -449570.938683
  nChanged 17
		SP:Iteration 15Q (49963.100000 sec): 3 clusters
  Score: Raw -452265.657933 + Penalty 2687.671008 = -449577.986925
  nChanged 20
		SP:Iteration 16Q (49963.310000 sec): 3 clusters
  Score: Raw -452272.043418 + Penalty 2687.671008 = -449584.372410
  nChanged 13
		SP:Iteration 17Q (49963.480000 sec): 3 clusters
  Score: Raw -452275.439120 + Penalty 2687.671008 = -449587.768112
  nChanged 17
		SP:Iteration 18Q (49963.650000 sec): 3 clusters
  Score: Raw -452280.101934 + Penalty 2687.671008 = -449592.430926
  nChanged 12
		SP:Iteration 19Q (49963.830000 sec): 3 clusters
  Score: Raw -452284.079151 + Penalty 2687.671008 = -449596.408143
  nChanged 16
		SP:Iteration 20F (49964.020000 sec): 3 clusters
  Score: Raw -452287.689308 + Penalty 2687.671008 = -449600.018300
  nChanged 8
		SP:Iteration 21Q (49964.210000 sec): 3 clusters
  Score: Raw -452289.793928 + Penalty 2687.671008 = -449602.122920
  nChanged 8
		SP:Iteration 22Q (49964.400000 sec): 3 clusters
  Score: Raw -452292.515768 + Penalty 2687.671008 = -449604.844760
  nChanged 12
		SP:Iteration 23Q (49964.560000 sec): 3 clusters
  Score: Raw -452295.798938 + Penalty 2687.671008 = -449608.127930
  nChanged 10
		SP:Iteration 24Q (49964.710000 sec): 3 clusters
  Score: Raw -452299.612724 + Penalty 2687.671008 = -449611.941716
  nChanged 9
		SP:Iteration 25Q (49964.910000 sec): 3 clusters
  Score: Raw -452302.122634 + Penalty 2687.671008 = -449614.451626
  nChanged 6
		SP:Iteration 26Q (49965.130000 sec): 3 clusters
  Score: Raw -452303.237687 + Penalty 2687.671008 = -449615.566679
  nChanged 4
		SP:Iteration 27Q (49965.290000 sec): 3 clusters
  Score: Raw -452304.564329 + Penalty 2687.671008 = -449616.893321
  nChanged 4
		SP:Iteration 28Q (49965.520000 sec): 3 clusters
  Score: Raw -452305.732513 + Penalty 2687.671008 = -449618.061505
  nChanged 3
		SP:Iteration 29Q (49965.670000 sec): 3 clusters
  Score: Raw -452306.568409 + Penalty 2687.671008 = -449618.897401
  nChanged 1
		SP:Iteration 30Q (49965.850000 sec): 3 clusters
  Score: Raw -452306.724879 + Penalty 2687.671008 = -449619.053871
  nChanged 0
		SP:Iteration 31F (49966.050000 sec): 3 clusters
  Score: Raw -452306.724879 + Penalty 2687.671008 = -449619.053871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49966.140000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49966.330000 sec): 3 clusters
  Score: Raw -20008.241676 + Penalty 1693.083000 = -18315.158676
  nChanged 25
		SP:Iteration 1F (49966.470000 sec): 3 clusters
  Score: Raw -20096.476540 + Penalty 1693.083000 = -18403.393540
  nChanged 6
		SP:Iteration 2Q (49966.690000 sec): 3 clusters
  Score: Raw -20112.358388 + Penalty 1693.083000 = -18419.275389
  nChanged 2
		SP:Iteration 3Q (49966.820000 sec): 3 clusters
  Score: Raw -20115.566604 + Penalty 1693.083000 = -18422.483605
  nChanged 0
		SP:Iteration 4F (49966.960000 sec): 3 clusters
  Score: Raw -20115.566604 + Penalty 1693.083000 = -18422.483605
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49967.140000 sec): 2 clusters
  Score: Raw -1703595.734111 + Penalty 1556.216690 = -1702039.517421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49967.390000 sec): 3 clusters
  Score: Raw -1695104.293871 + Penalty 3112.433380 = -1691991.860491
  nChanged 6461
		SP:Iteration 1F (49967.630000 sec): 3 clusters
  Score: Raw -1698466.282413 + Penalty 3112.433380 = -1695353.849033
  nChanged 740
		SP:Iteration 2F (49967.890000 sec): 3 clusters
  Score: Raw -1698732.621348 + Penalty 3112.433380 = -1695620.187968
  nChanged 664
		SP:Iteration 3Q (49968.120000 sec): 3 clusters
  Score: Raw -1698981.203962 + Penalty 3112.433380 = -1695868.770582
  nChanged 629
		SP:Iteration 4Q (49968.350000 sec): 3 clusters
  Score: Raw -1699217.791038 + Penalty 3112.433380 = -1696105.357659
  nChanged 607
		SP:Iteration 5Q (49968.570000 sec): 3 clusters
  Score: Raw -1699468.946730 + Penalty 3112.433380 = -1696356.513350
  nChanged 667
		SP:Iteration 6Q (49968.790000 sec): 3 clusters
  Score: Raw -1699747.781823 + Penalty 3112.433380 = -1696635.348443
  nChanged 661
		SP:Iteration 7Q (49969.010000 sec): 3 clusters
  Score: Raw -1700052.128159 + Penalty 3112.433380 = -1696939.694779
  nChanged 709
		SP:Iteration 8Q (49969.250000 sec): 3 clusters
  Score: Raw -1700414.299749 + Penalty 3112.433380 = -1697301.866369
  nChanged 704
		SP:Iteration 9Q (49969.480000 sec): 3 clusters
  Score: Raw -1700796.883892 + Penalty 3112.433380 = -1697684.450512
  nChanged 712
		SP:Iteration 10Q (49969.740000 sec): 3 clusters
  Score: Raw -1701234.917764 + Penalty 3112.433380 = -1698122.484385
  nChanged 696
		SP:Iteration 11Q (49969.980000 sec): 3 clusters
  Score: Raw -1701691.615462 + Penalty 3112.433380 = -1698579.182082
  nChanged 651
		SP:Iteration 12Q (49970.220000 sec): 3 clusters
  Score: Raw -1702132.351594 + Penalty 3112.433380 = -1699019.918214
  nChanged 605
		SP:Iteration 13Q (49970.450000 sec): 3 clusters
  Score: Raw -1702569.855114 + Penalty 3112.433380 = -1699457.421734
  nChanged 524
		SP:Iteration 14Q (49970.710000 sec): 3 clusters
  Score: Raw -1702959.984966 + Penalty 3112.433380 = -1699847.551587
  nChanged 412
		SP:Iteration 15Q (49970.940000 sec): 3 clusters
  Score: Raw -1703284.366882 + Penalty 3112.433380 = -1700171.933502
  nChanged 293
		SP:Iteration 16Q (49971.200000 sec): 3 clusters
  Score: Raw -1703527.768749 + Penalty 3112.433380 = -1700415.335369
  nChanged 198
		SP:Iteration 17Q (49971.440000 sec): 3 clusters
  Score: Raw -1703677.121084 + Penalty 3112.433380 = -1700564.687704
  nChanged 116
		SP:Iteration 18Q (49971.650000 sec): 3 clusters
  Score: Raw -1703766.770440 + Penalty 3112.433380 = -1700654.337060
  nChanged 88
		SP:Iteration 19Q (49971.890000 sec): 3 clusters
  Score: Raw -1703831.483407 + Penalty 3112.433380 = -1700719.050028
  nChanged 57
		SP:Iteration 20F (49972.120000 sec): 3 clusters
  Score: Raw -1703872.561289 + Penalty 3112.433380 = -1700760.127909
  nChanged 46
		SP:Iteration 21Q (49972.310000 sec): 3 clusters
  Score: Raw -1703900.558040 + Penalty 3112.433380 = -1700788.124660
  nChanged 28
		SP:Iteration 22Q (49972.540000 sec): 3 clusters
  Score: Raw -1703917.681207 + Penalty 3112.433380 = -1700805.247827
  nChanged 21
		SP:Iteration 23Q (49972.740000 sec): 3 clusters
  Score: Raw -1703932.177813 + Penalty 3112.433380 = -1700819.744434
  nChanged 24
		SP:Iteration 24Q (49973.000000 sec): 3 clusters
  Score: Raw -1703951.043852 + Penalty 3112.433380 = -1700838.610472
  nChanged 17
		SP:Iteration 25Q (49973.180000 sec): 3 clusters
  Score: Raw -1703966.165125 + Penalty 3112.433380 = -1700853.731745
  nChanged 13
		SP:Iteration 26Q (49973.400000 sec): 3 clusters
  Score: Raw -1703975.909434 + Penalty 3112.433380 = -1700863.476055
  nChanged 12
		SP:Iteration 27Q (49973.610000 sec): 3 clusters
  Score: Raw -1703983.570476 + Penalty 3112.433380 = -1700871.137096
  nChanged 12
		SP:Iteration 28Q (49973.850000 sec): 3 clusters
  Score: Raw -1703992.766565 + Penalty 3112.433380 = -1700880.333186
  nChanged 9
		SP:Iteration 29Q (49974.040000 sec): 3 clusters
  Score: Raw -1703997.949710 + Penalty 3112.433380 = -1700885.516330
  nChanged 6
		SP:Iteration 30Q (49974.270000 sec): 3 clusters
  Score: Raw -1704000.810619 + Penalty 3112.433380 = -1700888.377239
  nChanged 3
		SP:Iteration 31Q (49974.470000 sec): 3 clusters
  Score: Raw -1704002.472213 + Penalty 3112.433380 = -1700890.038833
  nChanged 5
		SP:Iteration 32Q (49974.670000 sec): 3 clusters
  Score: Raw -1704004.656430 + Penalty 3112.433380 = -1700892.223050
  nChanged 5
		SP:Iteration 33Q (49974.930000 sec): 3 clusters
  Score: Raw -1704006.625135 + Penalty 3112.433380 = -1700894.191755
  nChanged 1
		SP:Iteration 34Q (49975.120000 sec): 3 clusters
  Score: Raw -1704007.063913 + Penalty 3112.433380 = -1700894.630534
  nChanged 1
		SP:Iteration 35Q (49975.360000 sec): 3 clusters
  Score: Raw -1704007.666445 + Penalty 3112.433380 = -1700895.233065
  nChanged 0
		SP:Iteration 36F (49975.570000 sec): 3 clusters
  Score: Raw -1704007.666445 + Penalty 3112.433380 = -1700895.233065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (18273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49975.760000 sec): 2 clusters
  Score: Raw -2267092.462394 + Penalty 1594.641724 = -2265497.820670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49976.010000 sec): 3 clusters
  Score: Raw -2256242.014732 + Penalty 3189.283448 = -2253052.731284
  nChanged 8172
		SP:Iteration 1F (49976.290000 sec): 3 clusters
  Score: Raw -2260741.468005 + Penalty 3189.283448 = -2257552.184557
  nChanged 1097
		SP:Iteration 2F (49976.530000 sec): 3 clusters
  Score: Raw -2261191.112607 + Penalty 3189.283448 = -2258001.829159
  nChanged 998
		SP:Iteration 3F (49976.760000 sec): 3 clusters
  Score: Raw -2261629.182992 + Penalty 3189.283448 = -2258439.899544
  nChanged 920
		SP:Iteration 4F (49977.010000 sec): 3 clusters
  Score: Raw -2262057.427615 + Penalty 3189.283448 = -2258868.144167
  nChanged 946
		SP:Iteration 5F (49977.270000 sec): 3 clusters
  Score: Raw -2262595.330159 + Penalty 3189.283448 = -2259406.046711
  nChanged 1037
		SP:Iteration 6F (49977.510000 sec): 3 clusters
  Score: Raw -2263260.861932 + Penalty 3189.283448 = -2260071.578484
  nChanged 1092
		SP:Iteration 7F (49977.760000 sec): 3 clusters
  Score: Raw -2263947.759067 + Penalty 3189.283448 = -2260758.475619
  nChanged 1022
		SP:Iteration 8F (49978.030000 sec): 3 clusters
  Score: Raw -2264652.411360 + Penalty 3189.283448 = -2261463.127912
  nChanged 915
		SP:Iteration 9F (49978.310000 sec): 3 clusters
  Score: Raw -2265336.098222 + Penalty 3189.283448 = -2262146.814774
  nChanged 830
		SP:Iteration 10Q (49978.570000 sec): 3 clusters
  Score: Raw -2266002.012407 + Penalty 3189.283448 = -2262812.728960
  nChanged 679
		SP:Iteration 11Q (49978.810000 sec): 3 clusters
  Score: Raw -2266498.168041 + Penalty 3189.283448 = -2263308.884593
  nChanged 510
		SP:Iteration 12Q (49979.050000 sec): 3 clusters
  Score: Raw -2266837.219924 + Penalty 3189.283448 = -2263647.936476
  nChanged 381
		SP:Iteration 13Q (49979.330000 sec): 3 clusters
  Score: Raw -2267097.095716 + Penalty 3189.283448 = -2263907.812269
  nChanged 296
		SP:Iteration 14Q (49979.590000 sec): 3 clusters
  Score: Raw -2267271.633921 + Penalty 3189.283448 = -2264082.350473
  nChanged 232
		SP:Iteration 15Q (49979.830000 sec): 3 clusters
  Score: Raw -2267402.487926 + Penalty 3189.283448 = -2264213.204478
  nChanged 173
		SP:Iteration 16Q (49980.120000 sec): 3 clusters
  Score: Raw -2267503.670903 + Penalty 3189.283448 = -2264314.387455
  nChanged 139
		SP:Iteration 17Q (49980.360000 sec): 3 clusters
  Score: Raw -2267577.538134 + Penalty 3189.283448 = -2264388.254686
  nChanged 127
		SP:Iteration 18Q (49980.630000 sec): 3 clusters
  Score: Raw -2267627.529345 + Penalty 3189.283448 = -2264438.245897
  nChanged 84
		SP:Iteration 19Q (49980.860000 sec): 3 clusters
  Score: Raw -2267659.093203 + Penalty 3189.283448 = -2264469.809755
  nChanged 63
		SP:Iteration 20F (49981.100000 sec): 3 clusters
  Score: Raw -2267688.286974 + Penalty 3189.283448 = -2264499.003527
  nChanged 56
		SP:Iteration 21Q (49981.350000 sec): 3 clusters
  Score: Raw -2267713.285415 + Penalty 3189.283448 = -2264524.001967
  nChanged 48
		SP:Iteration 22Q (49981.630000 sec): 3 clusters
  Score: Raw -2267729.241759 + Penalty 3189.283448 = -2264539.958311
  nChanged 33
		SP:Iteration 23Q (49981.900000 sec): 3 clusters
  Score: Raw -2267739.326988 + Penalty 3189.283448 = -2264550.043540
  nChanged 28
		SP:Iteration 24Q (49982.140000 sec): 3 clusters
  Score: Raw -2267749.298667 + Penalty 3189.283448 = -2264560.015219
  nChanged 29
		SP:Iteration 25Q (49982.350000 sec): 3 clusters
  Score: Raw -2267759.851875 + Penalty 3189.283448 = -2264570.568427
  nChanged 26
		SP:Iteration 26Q (49982.630000 sec): 3 clusters
  Score: Raw -2267768.354717 + Penalty 3189.283448 = -2264579.071269
  nChanged 25
		SP:Iteration 27Q (49982.860000 sec): 3 clusters
  Score: Raw -2267775.967613 + Penalty 3189.283448 = -2264586.684166
  nChanged 22
		SP:Iteration 28Q (49983.120000 sec): 3 clusters
  Score: Raw -2267783.214463 + Penalty 3189.283448 = -2264593.931015
  nChanged 20
		SP:Iteration 29Q (49983.370000 sec): 3 clusters
  Score: Raw -2267790.485652 + Penalty 3189.283448 = -2264601.202204
  nChanged 21
		SP:Iteration 30Q (49983.680000 sec): 3 clusters
  Score: Raw -2267796.702081 + Penalty 3189.283448 = -2264607.418633
  nChanged 23
		SP:Iteration 31Q (49983.930000 sec): 3 clusters
  Score: Raw -2267802.336132 + Penalty 3189.283448 = -2264613.052685
  nChanged 20
		SP:Iteration 32Q (49984.170000 sec): 3 clusters
  Score: Raw -2267808.104166 + Penalty 3189.283448 = -2264618.820718
  nChanged 20
		SP:Iteration 33Q (49984.460000 sec): 3 clusters
  Score: Raw -2267815.053991 + Penalty 3189.283448 = -2264625.770543
  nChanged 24
		SP:Iteration 34Q (49984.710000 sec): 3 clusters
  Score: Raw -2267822.843962 + Penalty 3189.283448 = -2264633.560514
  nChanged 21
		SP:Iteration 35Q (49984.980000 sec): 3 clusters
  Score: Raw -2267829.010047 + Penalty 3189.283448 = -2264639.726599
  nChanged 17
		SP:Iteration 36Q (49985.260000 sec): 3 clusters
  Score: Raw -2267834.158783 + Penalty 3189.283448 = -2264644.875335
  nChanged 20
		SP:Iteration 37Q (49985.500000 sec): 3 clusters
  Score: Raw -2267840.481215 + Penalty 3189.283448 = -2264651.197767
  nChanged 22
		SP:Iteration 38Q (49985.800000 sec): 3 clusters
  Score: Raw -2267846.506836 + Penalty 3189.283448 = -2264657.223388
  nChanged 14
		SP:Iteration 39Q (49986.080000 sec): 3 clusters
  Score: Raw -2267849.984268 + Penalty 3189.283448 = -2264660.700820
  nChanged 16
		SP:Iteration 40F (49986.340000 sec): 3 clusters
  Score: Raw -2267854.817750 + Penalty 3189.283448 = -2264665.534302
  nChanged 16
		SP:Iteration 41Q (49986.570000 sec): 3 clusters
  Score: Raw -2267859.902604 + Penalty 3189.283448 = -2264670.619156
  nChanged 11
		SP:Iteration 42Q (49986.800000 sec): 3 clusters
  Score: Raw -2267862.123978 + Penalty 3189.283448 = -2264672.840530
  nChanged 11
		SP:Iteration 43Q (49987.120000 sec): 3 clusters
  Score: Raw -2267865.006788 + Penalty 3189.283448 = -2264675.723340
  nChanged 9
		SP:Iteration 44Q (49987.340000 sec): 3 clusters
  Score: Raw -2267866.402584 + Penalty 3189.283448 = -2264677.119136
  nChanged 7
		SP:Iteration 45Q (49987.620000 sec): 3 clusters
  Score: Raw -2267868.276078 + Penalty 3189.283448 = -2264678.992630
  nChanged 12
		SP:Iteration 46Q (49987.860000 sec): 3 clusters
  Score: Raw -2267871.608594 + Penalty 3189.283448 = -2264682.325146
  nChanged 16
		SP:Iteration 47Q (49988.110000 sec): 3 clusters
  Score: Raw -2267875.618345 + Penalty 3189.283448 = -2264686.334897
  nChanged 12
		SP:Iteration 48Q (49988.350000 sec): 3 clusters
  Score: Raw -2267878.702864 + Penalty 3189.283448 = -2264689.419417
  nChanged 15
		SP:Iteration 49Q (49988.620000 sec): 3 clusters
  Score: Raw -2267882.864854 + Penalty 3189.283448 = -2264693.581406
  nChanged 8
		SP:Iteration 50Q (49988.830000 sec): 3 clusters
  Score: Raw -2267884.676955 + Penalty 3189.283448 = -2264695.393507
  nChanged 10
		SP:Iteration 51Q (49989.070000 sec): 3 clusters
  Score: Raw -2267886.444941 + Penalty 3189.283448 = -2264697.161494
  nChanged 7
		SP:Iteration 52Q (49989.320000 sec): 3 clusters
  Score: Raw -2267887.491630 + Penalty 3189.283448 = -2264698.208182
  nChanged 4
		SP:Iteration 53Q (49989.570000 sec): 3 clusters
  Score: Raw -2267887.955106 + Penalty 3189.283448 = -2264698.671658
  nChanged 1
		SP:Iteration 54Q (49989.820000 sec): 3 clusters
  Score: Raw -2267888.140137 + Penalty 3189.283448 = -2264698.856689
  nChanged 1
		SP:Iteration 55Q (49990.080000 sec): 3 clusters
  Score: Raw -2267888.443205 + Penalty 3189.283448 = -2264699.159757
  nChanged 2
		SP:Iteration 56Q (49990.360000 sec): 3 clusters
  Score: Raw -2267888.585274 + Penalty 3189.283448 = -2264699.301826
  nChanged 1
		SP:Iteration 57Q (49990.580000 sec): 3 clusters
  Score: Raw -2267888.845012 + Penalty 3189.283448 = -2264699.561564
  nChanged 1
		SP:Iteration 58Q (49990.830000 sec): 3 clusters
  Score: Raw -2267889.133765 + Penalty 3189.283448 = -2264699.850317
  nChanged 1
		SP:Iteration 59Q (49991.050000 sec): 3 clusters
  Score: Raw -2267889.281177 + Penalty 3189.283448 = -2264699.997729
  nChanged 1
		SP:Iteration 60F (49991.300000 sec): 3 clusters
  Score: Raw -2267889.823883 + Penalty 3189.283448 = -2264700.540435
  nChanged 5
		SP:Iteration 61Q (49991.560000 sec): 3 clusters
  Score: Raw -2267890.880915 + Penalty 3189.283448 = -2264701.597467
  nChanged 3
		SP:Iteration 62Q (49991.830000 sec): 3 clusters
  Score: Raw -2267891.696200 + Penalty 3189.283448 = -2264702.412752
  nChanged 7
		SP:Iteration 63Q (49992.090000 sec): 3 clusters
  Score: Raw -2267892.838793 + Penalty 3189.283448 = -2264703.555345
  nChanged 5
		SP:Iteration 64Q (49992.320000 sec): 3 clusters
  Score: Raw -2267893.564017 + Penalty 3189.283448 = -2264704.280570
  nChanged 4
		SP:Iteration 65Q (49992.560000 sec): 3 clusters
  Score: Raw -2267894.338411 + Penalty 3189.283448 = -2264705.054963
  nChanged 5
		SP:Iteration 66Q (49992.850000 sec): 3 clusters
  Score: Raw -2267894.974868 + Penalty 3189.283448 = -2264705.691421
  nChanged 1
		SP:Iteration 67Q (49993.100000 sec): 3 clusters
  Score: Raw -2267895.132952 + Penalty 3189.283448 = -2264705.849504
  nChanged 1
		SP:Iteration 68Q (49993.330000 sec): 3 clusters
  Score: Raw -2267895.251260 + Penalty 3189.283448 = -2264705.967813
  nChanged 1
		SP:Iteration 69Q (49993.590000 sec): 3 clusters
  Score: Raw -2267895.384325 + Penalty 3189.283448 = -2264706.100877
  nChanged 0
		SP:Iteration 70F (49993.850000 sec): 3 clusters
  Score: Raw -2267895.384325 + Penalty 3189.283448 = -2264706.100877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49993.980000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49994.110000 sec): 3 clusters
  Score: Raw -83395.175440 + Penalty 2140.953755 = -81254.221685
  nChanged 170
		SP:Iteration 1F (49994.330000 sec): 3 clusters
  Score: Raw -83587.530554 + Penalty 2140.953755 = -81446.576799
  nChanged 49
		SP:Iteration 2F (49994.500000 sec): 3 clusters
  Score: Raw -83640.041364 + Penalty 2140.953755 = -81499.087610
  nChanged 19
		SP:Iteration 3Q (49994.680000 sec): 3 clusters
  Score: Raw -83664.112582 + Penalty 2140.953755 = -81523.158827
  nChanged 17
		SP:Iteration 4Q (49994.880000 sec): 3 clusters
  Score: Raw -83687.902568 + Penalty 2140.953755 = -81546.948813
  nChanged 17
		SP:Iteration 5Q (49995.020000 sec): 3 clusters
  Score: Raw -83705.903480 + Penalty 2140.953755 = -81564.949725
  nChanged 14
		SP:Iteration 6Q (49995.180000 sec): 3 clusters
  Score: Raw -83722.066936 + Penalty 2140.953755 = -81581.113181
  nChanged 7
		SP:Iteration 7Q (49995.320000 sec): 3 clusters
  Score: Raw -83730.209076 + Penalty 2140.953755 = -81589.255322
  nChanged 7
		SP:Iteration 8Q (49995.530000 sec): 3 clusters
  Score: Raw -83736.397904 + Penalty 2140.953755 = -81595.444149
  nChanged 2
		SP:Iteration 9Q (49995.710000 sec): 3 clusters
  Score: Raw -83738.237837 + Penalty 2140.953755 = -81597.284082
  nChanged 4
		SP:Iteration 10Q (49995.880000 sec): 3 clusters
  Score: Raw -83742.816774 + Penalty 2140.953755 = -81601.863020
  nChanged 3
		SP:Iteration 11Q (49996.050000 sec): 3 clusters
  Score: Raw -83746.123852 + Penalty 2140.953755 = -81605.170097
  nChanged 2
		SP:Iteration 12Q (49996.250000 sec): 3 clusters
  Score: Raw -83747.482128 + Penalty 2140.953755 = -81606.528373
  nChanged 0
		SP:Iteration 13F (49996.430000 sec): 3 clusters
  Score: Raw -83747.482128 + Penalty 2140.953755 = -81606.528373
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49996.540000 sec): 2 clusters
  Score: Raw -227334.826386 + Penalty 1234.332112 = -226100.494275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49996.740000 sec): 3 clusters
  Score: Raw -226496.190414 + Penalty 2468.664223 = -224027.526191
  nChanged 677
		SP:Iteration 1F (49996.880000 sec): 3 clusters
  Score: Raw -227058.367508 + Penalty 2468.664223 = -224589.703285
  nChanged 190
		SP:Iteration 2F (49997.060000 sec): 3 clusters
  Score: Raw -227244.799009 + Penalty 2468.664223 = -224776.134785
  nChanged 132
		SP:Iteration 3F (49997.240000 sec): 3 clusters
  Score: Raw -227366.704511 + Penalty 2468.664223 = -224898.040288
  nChanged 94
		SP:Iteration 4Q (49997.420000 sec): 3 clusters
  Score: Raw -227453.301638 + Penalty 2468.664223 = -224984.637414
  nChanged 74
		SP:Iteration 5Q (49997.600000 sec): 3 clusters
  Score: Raw -227508.342937 + Penalty 2468.664223 = -225039.678713
  nChanged 57
		SP:Iteration 6Q (49997.780000 sec): 3 clusters
  Score: Raw -227555.340904 + Penalty 2468.664223 = -225086.676680
  nChanged 46
		SP:Iteration 7Q (49997.980000 sec): 3 clusters
  Score: Raw -227606.046123 + Penalty 2468.664223 = -225137.381900
  nChanged 48
		SP:Iteration 8Q (49998.140000 sec): 3 clusters
  Score: Raw -227647.272705 + Penalty 2468.664223 = -225178.608482
  nChanged 37
		SP:Iteration 9Q (49998.320000 sec): 3 clusters
  Score: Raw -227686.438128 + Penalty 2468.664223 = -225217.773905
  nChanged 39
		SP:Iteration 10Q (49998.480000 sec): 3 clusters
  Score: Raw -227718.762151 + Penalty 2468.664223 = -225250.097927
  nChanged 37
		SP:Iteration 11Q (49998.660000 sec): 3 clusters
  Score: Raw -227742.924581 + Penalty 2468.664223 = -225274.260358
  nChanged 28
		SP:Iteration 12Q (49998.870000 sec): 3 clusters
  Score: Raw -227758.573308 + Penalty 2468.664223 = -225289.909085
  nChanged 23
		SP:Iteration 13Q (49999.020000 sec): 3 clusters
  Score: Raw -227776.015247 + Penalty 2468.664223 = -225307.351024
  nChanged 32
		SP:Iteration 14Q (49999.210000 sec): 3 clusters
  Score: Raw -227796.016203 + Penalty 2468.664223 = -225327.351979
  nChanged 29
		SP:Iteration 15Q (49999.400000 sec): 3 clusters
  Score: Raw -227814.601345 + Penalty 2468.664223 = -225345.937122
  nChanged 25
		SP:Iteration 16Q (49999.590000 sec): 3 clusters
  Score: Raw -227834.282438 + Penalty 2468.664223 = -225365.618215
  nChanged 22
		SP:Iteration 17Q (49999.770000 sec): 3 clusters
  Score: Raw -227846.208078 + Penalty 2468.664223 = -225377.543855
  nChanged 19
		SP:Iteration 18Q (49999.940000 sec): 3 clusters
  Score: Raw -227859.320812 + Penalty 2468.664223 = -225390.656589
  nChanged 18
		SP:Iteration 19Q (50000.080000 sec): 3 clusters
  Score: Raw -227868.696017 + Penalty 2468.664223 = -225400.031794
  nChanged 11
		SP:Iteration 20F (50000.260000 sec): 3 clusters
  Score: Raw -227879.288120 + Penalty 2468.664223 = -225410.623897
  nChanged 17
		SP:Iteration 21Q (50000.400000 sec): 3 clusters
  Score: Raw -227890.265517 + Penalty 2468.664223 = -225421.601294
  nChanged 17
		SP:Iteration 22Q (50000.530000 sec): 3 clusters
  Score: Raw -227906.207597 + Penalty 2468.664223 = -225437.543374
  nChanged 27
		SP:Iteration 23Q (50000.710000 sec): 3 clusters
  Score: Raw -227927.843688 + Penalty 2468.664223 = -225459.179465
  nChanged 21
		SP:Iteration 24Q (50000.880000 sec): 3 clusters
  Score: Raw -227946.640111 + Penalty 2468.664223 = -225477.975888
  nChanged 25
		SP:Iteration 25Q (50001.060000 sec): 3 clusters
  Score: Raw -227963.327405 + Penalty 2468.664223 = -225494.663181
  nChanged 19
		SP:Iteration 26Q (50001.200000 sec): 3 clusters
  Score: Raw -227974.388445 + Penalty 2468.664223 = -225505.724222
  nChanged 11
		SP:Iteration 27Q (50001.400000 sec): 3 clusters
  Score: Raw -227982.017493 + Penalty 2468.664223 = -225513.353270
  nChanged 11
		SP:Iteration 28Q (50001.550000 sec): 3 clusters
  Score: Raw -227988.655017 + Penalty 2468.664223 = -225519.990794
  nChanged 7
		SP:Iteration 29Q (50001.730000 sec): 3 clusters
  Score: Raw -227996.634231 + Penalty 2468.664223 = -225527.970008
  nChanged 10
		SP:Iteration 30Q (50001.900000 sec): 3 clusters
  Score: Raw -228002.248139 + Penalty 2468.664223 = -225533.583916
  nChanged 5
		SP:Iteration 31Q (50002.080000 sec): 3 clusters
  Score: Raw -228004.408985 + Penalty 2468.664223 = -225535.744762
  nChanged 1
		SP:Iteration 32Q (50002.280000 sec): 3 clusters
  Score: Raw -228005.052860 + Penalty 2468.664223 = -225536.388636
  nChanged 1
		SP:Iteration 33Q (50002.450000 sec): 3 clusters
  Score: Raw -228005.280139 + Penalty 2468.664223 = -225536.615916
  nChanged 1
		SP:Iteration 34Q (50002.650000 sec): 3 clusters
  Score: Raw -228005.796265 + Penalty 2468.664223 = -225537.132042
  nChanged 1
		SP:Iteration 35Q (50002.820000 sec): 3 clusters
  Score: Raw -228005.951064 + Penalty 2468.664223 = -225537.286841
  nChanged 1
		SP:Iteration 36Q (50002.980000 sec): 3 clusters
  Score: Raw -228006.047717 + Penalty 2468.664223 = -225537.383494
  nChanged 0
		SP:Iteration 37F (50003.200000 sec): 3 clusters
  Score: Raw -228006.047717 + Penalty 2468.664223 = -225537.383494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (8028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50003.280000 sec): 2 clusters
  Score: Raw -874143.324981 + Penalty 1460.987240 = -872682.337741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50003.500000 sec): 3 clusters
  Score: Raw -869687.423866 + Penalty 2921.974481 = -866765.449386
  nChanged 3511
		SP:Iteration 1F (50003.700000 sec): 3 clusters
  Score: Raw -871850.475513 + Penalty 2921.974481 = -868928.501032
  nChanged 662
		SP:Iteration 2F (50003.920000 sec): 3 clusters
  Score: Raw -872277.782049 + Penalty 2921.974481 = -869355.807568
  nChanged 552
		SP:Iteration 3F (50004.140000 sec): 3 clusters
  Score: Raw -872640.120497 + Penalty 2921.974481 = -869718.146017
  nChanged 495
		SP:Iteration 4F (50004.340000 sec): 3 clusters
  Score: Raw -872965.276097 + Penalty 2921.974481 = -870043.301616
  nChanged 424
		SP:Iteration 5F (50004.500000 sec): 3 clusters
  Score: Raw -873226.348923 + Penalty 2921.974481 = -870304.374442
  nChanged 385
		SP:Iteration 6Q (50004.740000 sec): 3 clusters
  Score: Raw -873470.268329 + Penalty 2921.974481 = -870548.293848
  nChanged 347
		SP:Iteration 7Q (50004.970000 sec): 3 clusters
  Score: Raw -873691.949531 + Penalty 2921.974481 = -870769.975051
  nChanged 304
		SP:Iteration 8Q (50005.180000 sec): 3 clusters
  Score: Raw -873865.165584 + Penalty 2921.974481 = -870943.191103
  nChanged 240
		SP:Iteration 9Q (50005.400000 sec): 3 clusters
  Score: Raw -873993.660656 + Penalty 2921.974481 = -871071.686175
  nChanged 207
		SP:Iteration 10Q (50005.630000 sec): 3 clusters
  Score: Raw -874095.167440 + Penalty 2921.974481 = -871173.192959
  nChanged 183
		SP:Iteration 11Q (50005.810000 sec): 3 clusters
  Score: Raw -874183.680821 + Penalty 2921.974481 = -871261.706340
  nChanged 159
		SP:Iteration 12Q (50006.040000 sec): 3 clusters
  Score: Raw -874263.181274 + Penalty 2921.974481 = -871341.206793
  nChanged 153
		SP:Iteration 13Q (50006.230000 sec): 3 clusters
  Score: Raw -874343.480004 + Penalty 2921.974481 = -871421.505523
  nChanged 147
		SP:Iteration 14Q (50006.460000 sec): 3 clusters
  Score: Raw -874416.880594 + Penalty 2921.974481 = -871494.906113
  nChanged 127
		SP:Iteration 15Q (50006.640000 sec): 3 clusters
  Score: Raw -874485.569224 + Penalty 2921.974481 = -871563.594743
  nChanged 122
		SP:Iteration 16Q (50006.860000 sec): 3 clusters
  Score: Raw -874545.976667 + Penalty 2921.974481 = -871624.002187
  nChanged 117
		SP:Iteration 17Q (50007.050000 sec): 3 clusters
  Score: Raw -874593.563683 + Penalty 2921.974481 = -871671.589202
  nChanged 104
		SP:Iteration 18Q (50007.270000 sec): 3 clusters
  Score: Raw -874631.567527 + Penalty 2921.974481 = -871709.593046
  nChanged 82
		SP:Iteration 19Q (50007.500000 sec): 3 clusters
  Score: Raw -874660.165001 + Penalty 2921.974481 = -871738.190520
  nChanged 63
		SP:Iteration 20F (50007.690000 sec): 3 clusters
  Score: Raw -874680.494785 + Penalty 2921.974481 = -871758.520304
  nChanged 63
		SP:Iteration 21Q (50007.910000 sec): 3 clusters
  Score: Raw -874701.970652 + Penalty 2921.974481 = -871779.996172
  nChanged 42
		SP:Iteration 22Q (50008.110000 sec): 3 clusters
  Score: Raw -874717.352107 + Penalty 2921.974481 = -871795.377626
  nChanged 47
		SP:Iteration 23Q (50008.330000 sec): 3 clusters
  Score: Raw -874737.368277 + Penalty 2921.974481 = -871815.393797
  nChanged 57
		SP:Iteration 24Q (50008.560000 sec): 3 clusters
  Score: Raw -874762.750978 + Penalty 2921.974481 = -871840.776497
  nChanged 56
		SP:Iteration 25Q (50008.740000 sec): 3 clusters
  Score: Raw -874781.833112 + Penalty 2921.974481 = -871859.858631
  nChanged 48
		SP:Iteration 26Q (50008.990000 sec): 3 clusters
  Score: Raw -874798.737190 + Penalty 2921.974481 = -871876.762710
  nChanged 45
		SP:Iteration 27Q (50009.200000 sec): 3 clusters
  Score: Raw -874812.089623 + Penalty 2921.974481 = -871890.115143
  nChanged 30
		SP:Iteration 28Q (50009.410000 sec): 3 clusters
  Score: Raw -874817.969885 + Penalty 2921.974481 = -871895.995405
  nChanged 20
		SP:Iteration 29Q (50009.620000 sec): 3 clusters
  Score: Raw -874822.280750 + Penalty 2921.974481 = -871900.306270
  nChanged 18
		SP:Iteration 30Q (50009.840000 sec): 3 clusters
  Score: Raw -874826.828673 + Penalty 2921.974481 = -871904.854192
  nChanged 15
		SP:Iteration 31Q (50010.020000 sec): 3 clusters
  Score: Raw -874830.464483 + Penalty 2921.974481 = -871908.490003
  nChanged 10
		SP:Iteration 32Q (50010.260000 sec): 3 clusters
  Score: Raw -874831.841515 + Penalty 2921.974481 = -871909.867034
  nChanged 8
		SP:Iteration 33Q (50010.440000 sec): 3 clusters
  Score: Raw -874832.933968 + Penalty 2921.974481 = -871910.959487
  nChanged 5
		SP:Iteration 34Q (50010.640000 sec): 3 clusters
  Score: Raw -874833.346830 + Penalty 2921.974481 = -871911.372349
  nChanged 2
		SP:Iteration 35Q (50010.840000 sec): 3 clusters
  Score: Raw -874833.507272 + Penalty 2921.974481 = -871911.532791
  nChanged 1
		SP:Iteration 36Q (50011.090000 sec): 3 clusters
  Score: Raw -874833.855456 + Penalty 2921.974481 = -871911.880975
  nChanged 2
		SP:Iteration 37Q (50011.250000 sec): 3 clusters
  Score: Raw -874834.067410 + Penalty 2921.974481 = -871912.092929
  nChanged 1
		SP:Iteration 38Q (50011.460000 sec): 3 clusters
  Score: Raw -874834.171683 + Penalty 2921.974481 = -871912.197202
  nChanged 0
		SP:Iteration 39F (50011.690000 sec): 3 clusters
  Score: Raw -874834.171683 + Penalty 2921.974481 = -871912.197202
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50011.800000 sec): 2 clusters
  Score: Raw -289310.705362 + Penalty 1273.217360 = -288037.488002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50011.950000 sec): 3 clusters
  Score: Raw -288144.386613 + Penalty 2546.434720 = -285597.951893
  nChanged 944
		SP:Iteration 1F (50012.170000 sec): 3 clusters
  Score: Raw -288837.643484 + Penalty 2546.434720 = -286291.208764
  nChanged 238
		SP:Iteration 2F (50012.310000 sec): 3 clusters
  Score: Raw -289060.520327 + Penalty 2546.434720 = -286514.085606
  nChanged 170
		SP:Iteration 3F (50012.500000 sec): 3 clusters
  Score: Raw -289216.202114 + Penalty 2546.434720 = -286669.767393
  nChanged 124
		SP:Iteration 4Q (50012.660000 sec): 3 clusters
  Score: Raw -289345.657227 + Penalty 2546.434720 = -286799.222506
  nChanged 123
		SP:Iteration 5Q (50012.800000 sec): 3 clusters
  Score: Raw -289472.264365 + Penalty 2546.434720 = -286925.829644
  nChanged 102
		SP:Iteration 6Q (50012.990000 sec): 3 clusters
  Score: Raw -289570.516196 + Penalty 2546.434720 = -287024.081476
  nChanged 92
		SP:Iteration 7Q (50013.200000 sec): 3 clusters
  Score: Raw -289652.408172 + Penalty 2546.434720 = -287105.973452
  nChanged 70
		SP:Iteration 8Q (50013.340000 sec): 3 clusters
  Score: Raw -289712.015854 + Penalty 2546.434720 = -287165.581134
  nChanged 60
		SP:Iteration 9Q (50013.520000 sec): 3 clusters
  Score: Raw -289752.323976 + Penalty 2546.434720 = -287205.889255
  nChanged 49
		SP:Iteration 10Q (50013.710000 sec): 3 clusters
  Score: Raw -289783.890475 + Penalty 2546.434720 = -287237.455755
  nChanged 38
		SP:Iteration 11Q (50013.920000 sec): 3 clusters
  Score: Raw -289803.116699 + Penalty 2546.434720 = -287256.681978
  nChanged 24
		SP:Iteration 12Q (50014.070000 sec): 3 clusters
  Score: Raw -289815.620061 + Penalty 2546.434720 = -287269.185341
  nChanged 23
		SP:Iteration 13Q (50014.220000 sec): 3 clusters
  Score: Raw -289829.929479 + Penalty 2546.434720 = -287283.494759
  nChanged 25
		SP:Iteration 14Q (50014.430000 sec): 3 clusters
  Score: Raw -289845.329892 + Penalty 2546.434720 = -287298.895172
  nChanged 29
		SP:Iteration 15Q (50014.630000 sec): 3 clusters
  Score: Raw -289865.851877 + Penalty 2546.434720 = -287319.417156
  nChanged 30
		SP:Iteration 16Q (50014.790000 sec): 3 clusters
  Score: Raw -289886.230919 + Penalty 2546.434720 = -287339.796199
  nChanged 25
		SP:Iteration 17Q (50015.020000 sec): 3 clusters
  Score: Raw -289905.244848 + Penalty 2546.434720 = -287358.810128
  nChanged 33
		SP:Iteration 18Q (50015.180000 sec): 3 clusters
  Score: Raw -289929.264727 + Penalty 2546.434720 = -287382.830007
  nChanged 38
		SP:Iteration 19Q (50015.390000 sec): 3 clusters
  Score: Raw -289960.712413 + Penalty 2546.434720 = -287414.277692
  nChanged 41
		SP:Iteration 20F (50015.540000 sec): 3 clusters
  Score: Raw -290006.900494 + Penalty 2546.434720 = -287460.465774
  nChanged 55
		SP:Iteration 21Q (50015.720000 sec): 3 clusters
  Score: Raw -290085.194438 + Penalty 2546.434720 = -287538.759717
  nChanged 71
		SP:Iteration 22Q (50015.920000 sec): 3 clusters
  Score: Raw -290228.267987 + Penalty 2546.434720 = -287681.833267
  nChanged 93
		SP:Iteration 23Q (50016.070000 sec): 3 clusters
  Score: Raw -290517.594680 + Penalty 2546.434720 = -287971.159959
  nChanged 108
		SP:Iteration 24Q (50016.280000 sec): 3 clusters
  Score: Raw -290956.519290 + Penalty 2546.434720 = -288410.084570
  nChanged 70
		SP:Iteration 25Q (50016.470000 sec): 3 clusters
  Score: Raw -291181.826360 + Penalty 2546.434720 = -288635.391640
  nChanged 31
		SP:Iteration 26Q (50016.630000 sec): 3 clusters
  Score: Raw -291212.600056 + Penalty 2546.434720 = -288666.165336
  nChanged 6
		SP:Iteration 27Q (50016.840000 sec): 3 clusters
  Score: Raw -291215.961613 + Penalty 2546.434720 = -288669.526893
  nChanged 3
		SP:Iteration 28Q (50017.010000 sec): 3 clusters
  Score: Raw -291217.843670 + Penalty 2546.434720 = -288671.408950
  nChanged 1
		SP:Iteration 29Q (50017.160000 sec): 3 clusters
  Score: Raw -291218.063785 + Penalty 2546.434720 = -288671.629065
  nChanged 1
		SP:Iteration 30Q (50017.360000 sec): 3 clusters
  Score: Raw -291218.295805 + Penalty 2546.434720 = -288671.861084
  nChanged 0
		SP:Iteration 31F (50017.530000 sec): 3 clusters
  Score: Raw -291218.295805 + Penalty 2546.434720 = -288671.861084
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 116.
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50017.670000 sec): 2 clusters
  Score: Raw -667662.302814 + Penalty 1399.856473 = -666262.446341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50017.890000 sec): 3 clusters
  Score: Raw -664714.018134 + Penalty 2799.712947 = -661914.305188
  nChanged 2225
		SP:Iteration 1F (50018.110000 sec): 3 clusters
  Score: Raw -665925.204825 + Penalty 2799.712947 = -663125.491878
  nChanged 401
		SP:Iteration 2F (50018.270000 sec): 3 clusters
  Score: Raw -666162.622131 + Penalty 2799.712947 = -663362.909184
  nChanged 325
		SP:Iteration 3F (50018.460000 sec): 3 clusters
  Score: Raw -666386.639974 + Penalty 2799.712947 = -663586.927027
  nChanged 313
		SP:Iteration 4F (50018.640000 sec): 3 clusters
  Score: Raw -666624.684573 + Penalty 2799.712947 = -663824.971627
  nChanged 307
		SP:Iteration 5F (50018.820000 sec): 3 clusters
  Score: Raw -666881.550055 + Penalty 2799.712947 = -664081.837109
  nChanged 319
		SP:Iteration 6F (50019.030000 sec): 3 clusters
  Score: Raw -667121.212778 + Penalty 2799.712947 = -664321.499831
  nChanged 265
		SP:Iteration 7Q (50019.230000 sec): 3 clusters
  Score: Raw -667313.749242 + Penalty 2799.712947 = -664514.036296
  nChanged 249
		SP:Iteration 8Q (50019.450000 sec): 3 clusters
  Score: Raw -667466.274905 + Penalty 2799.712947 = -664666.561959
  nChanged 190
		SP:Iteration 9Q (50019.610000 sec): 3 clusters
  Score: Raw -667557.963592 + Penalty 2799.712947 = -664758.250645
  nChanged 124
		SP:Iteration 10Q (50019.810000 sec): 3 clusters
  Score: Raw -667610.855888 + Penalty 2799.712947 = -664811.142942
  nChanged 95
		SP:Iteration 11Q (50020.020000 sec): 3 clusters
  Score: Raw -667646.934432 + Penalty 2799.712947 = -664847.221486
  nChanged 73
		SP:Iteration 12Q (50020.170000 sec): 3 clusters
  Score: Raw -667669.928644 + Penalty 2799.712947 = -664870.215698
  nChanged 64
		SP:Iteration 13Q (50020.360000 sec): 3 clusters
  Score: Raw -667690.589361 + Penalty 2799.712947 = -664890.876414
  nChanged 43
		SP:Iteration 14Q (50020.570000 sec): 3 clusters
  Score: Raw -667702.261000 + Penalty 2799.712947 = -664902.548053
  nChanged 27
		SP:Iteration 15Q (50020.720000 sec): 3 clusters
  Score: Raw -667710.021325 + Penalty 2799.712947 = -664910.308379
  nChanged 20
		SP:Iteration 16Q (50020.940000 sec): 3 clusters
  Score: Raw -667715.617815 + Penalty 2799.712947 = -664915.904868
  nChanged 16
		SP:Iteration 17Q (50021.110000 sec): 3 clusters
  Score: Raw -667719.221275 + Penalty 2799.712947 = -664919.508329
  nChanged 18
		SP:Iteration 18Q (50021.320000 sec): 3 clusters
  Score: Raw -667724.436110 + Penalty 2799.712947 = -664924.723163
  nChanged 16
		SP:Iteration 19Q (50021.480000 sec): 3 clusters
  Score: Raw -667728.959099 + Penalty 2799.712947 = -664929.246153
  nChanged 21
		SP:Iteration 20F (50021.700000 sec): 3 clusters
  Score: Raw -667733.382602 + Penalty 2799.712947 = -664933.669655
  nChanged 13
		SP:Iteration 21Q (50021.860000 sec): 3 clusters
  Score: Raw -667735.711017 + Penalty 2799.712947 = -664935.998071
  nChanged 11
		SP:Iteration 22Q (50022.110000 sec): 3 clusters
  Score: Raw -667737.671530 + Penalty 2799.712947 = -664937.958583
  nChanged 13
		SP:Iteration 23Q (50022.300000 sec): 3 clusters
  Score: Raw -667741.832967 + Penalty 2799.712947 = -664942.120021
  nChanged 14
		SP:Iteration 24Q (50022.500000 sec): 3 clusters
  Score: Raw -667744.652369 + Penalty 2799.712947 = -664944.939422
  nChanged 12
		SP:Iteration 25Q (50022.710000 sec): 3 clusters
  Score: Raw -667747.269705 + Penalty 2799.712947 = -664947.556759
  nChanged 15
		SP:Iteration 26Q (50022.890000 sec): 3 clusters
  Score: Raw -667750.131740 + Penalty 2799.712947 = -664950.418793
  nChanged 18
		SP:Iteration 27Q (50023.120000 sec): 3 clusters
  Score: Raw -667754.645127 + Penalty 2799.712947 = -664954.932180
  nChanged 25
		SP:Iteration 28Q (50023.280000 sec): 3 clusters
  Score: Raw -667761.080956 + Penalty 2799.712947 = -664961.368010
  nChanged 21
		SP:Iteration 29Q (50023.520000 sec): 3 clusters
  Score: Raw -667765.529892 + Penalty 2799.712947 = -664965.816946
  nChanged 19
		SP:Iteration 30Q (50023.690000 sec): 3 clusters
  Score: Raw -667769.308085 + Penalty 2799.712947 = -664969.595139
  nChanged 15
		SP:Iteration 31Q (50023.870000 sec): 3 clusters
  Score: Raw -667772.812235 + Penalty 2799.712947 = -664973.099289
  nChanged 8
		SP:Iteration 32Q (50024.110000 sec): 3 clusters
  Score: Raw -667775.275720 + Penalty 2799.712947 = -664975.562774
  nChanged 12
		SP:Iteration 33Q (50024.300000 sec): 3 clusters
  Score: Raw -667778.213836 + Penalty 2799.712947 = -664978.500890
  nChanged 13
		SP:Iteration 34Q (50024.480000 sec): 3 clusters
  Score: Raw -667780.942771 + Penalty 2799.712947 = -664981.229824
  nChanged 13
		SP:Iteration 35Q (50024.660000 sec): 3 clusters
  Score: Raw -667783.585615 + Penalty 2799.712947 = -664983.872668
  nChanged 12
		SP:Iteration 36Q (50024.870000 sec): 3 clusters
  Score: Raw -667786.933421 + Penalty 2799.712947 = -664987.220474
  nChanged 15
		SP:Iteration 37Q (50025.080000 sec): 3 clusters
  Score: Raw -667790.771305 + Penalty 2799.712947 = -664991.058358
  nChanged 15
		SP:Iteration 38Q (50025.230000 sec): 3 clusters
  Score: Raw -667794.974209 + Penalty 2799.712947 = -664995.261262
  nChanged 19
		SP:Iteration 39Q (50025.460000 sec): 3 clusters
  Score: Raw -667799.642884 + Penalty 2799.712947 = -664999.929937
  nChanged 20
		SP:Iteration 40F (50025.620000 sec): 3 clusters
  Score: Raw -667804.183829 + Penalty 2799.712947 = -665004.470882
  nChanged 18
		SP:Iteration 41Q (50025.840000 sec): 3 clusters
  Score: Raw -667808.035052 + Penalty 2799.712947 = -665008.322105
  nChanged 15
		SP:Iteration 42Q (50026.000000 sec): 3 clusters
  Score: Raw -667813.557984 + Penalty 2799.712947 = -665013.845037
  nChanged 25
		SP:Iteration 43Q (50026.200000 sec): 3 clusters
  Score: Raw -667823.246062 + Penalty 2799.712947 = -665023.533115
  nChanged 29
		SP:Iteration 44Q (50026.380000 sec): 3 clusters
  Score: Raw -667833.135316 + Penalty 2799.712947 = -665033.422369
  nChanged 28
		SP:Iteration 45Q (50026.540000 sec): 3 clusters
  Score: Raw -667845.579649 + Penalty 2799.712947 = -665045.866702
  nChanged 26
		SP:Iteration 46Q (50026.700000 sec): 3 clusters
  Score: Raw -667854.715652 + Penalty 2799.712947 = -665055.002705
  nChanged 31
		SP:Iteration 47Q (50026.880000 sec): 3 clusters
  Score: Raw -667865.439364 + Penalty 2799.712947 = -665065.726418
  nChanged 26
		SP:Iteration 48Q (50027.040000 sec): 3 clusters
  Score: Raw -667874.892976 + Penalty 2799.712947 = -665075.180030
  nChanged 31
		SP:Iteration 49Q (50027.180000 sec): 3 clusters
  Score: Raw -667888.507301 + Penalty 2799.712947 = -665088.794355
  nChanged 33
		SP:Iteration 50Q (50027.340000 sec): 3 clusters
  Score: Raw -667906.779239 + Penalty 2799.712947 = -665107.066292
  nChanged 37
		SP:Iteration 51Q (50027.500000 sec): 3 clusters
  Score: Raw -667925.553336 + Penalty 2799.712947 = -665125.840390
  nChanged 31
		SP:Iteration 52Q (50027.730000 sec): 3 clusters
  Score: Raw -667939.418327 + Penalty 2799.712947 = -665139.705380
  nChanged 20
		SP:Iteration 53Q (50027.920000 sec): 3 clusters
  Score: Raw -667946.597616 + Penalty 2799.712947 = -665146.884670
  nChanged 20
		SP:Iteration 54Q (50028.100000 sec): 3 clusters
  Score: Raw -667953.846079 + Penalty 2799.712947 = -665154.133132
  nChanged 23
		SP:Iteration 55Q (50028.360000 sec): 3 clusters
  Score: Raw -667960.480510 + Penalty 2799.712947 = -665160.767563
  nChanged 18
		SP:Iteration 56Q (50028.530000 sec): 3 clusters
  Score: Raw -667966.070863 + Penalty 2799.712947 = -665166.357917
  nChanged 20
		SP:Iteration 57Q (50028.770000 sec): 3 clusters
  Score: Raw -667973.604335 + Penalty 2799.712947 = -665173.891389
  nChanged 23
		SP:Iteration 58Q (50028.970000 sec): 3 clusters
  Score: Raw -667985.519351 + Penalty 2799.712947 = -665185.806404
  nChanged 29
		SP:Iteration 59Q (50029.170000 sec): 3 clusters
  Score: Raw -668000.819713 + Penalty 2799.712947 = -665201.106767
  nChanged 34
		SP:Iteration 60F (50029.360000 sec): 3 clusters
  Score: Raw -668018.840078 + Penalty 2799.712947 = -665219.127131
  nChanged 37
		SP:Iteration 61Q (50029.520000 sec): 3 clusters
  Score: Raw -668042.665769 + Penalty 2799.712947 = -665242.952822
  nChanged 33
		SP:Iteration 62Q (50029.740000 sec): 3 clusters
  Score: Raw -668080.913391 + Penalty 2799.712947 = -665281.200445
  nChanged 49
		SP:Iteration 63Q (50029.960000 sec): 3 clusters
  Score: Raw -668134.968349 + Penalty 2799.712947 = -665335.255402
  nChanged 51
		SP:Iteration 64Q (50030.120000 sec): 3 clusters
  Score: Raw -668169.938523 + Penalty 2799.712947 = -665370.225577
  nChanged 49
		SP:Iteration 65Q (50030.340000 sec): 3 clusters
  Score: Raw -668189.384372 + Penalty 2799.712947 = -665389.671425
  nChanged 37
		SP:Iteration 66Q (50030.510000 sec): 3 clusters
  Score: Raw -668201.910437 + Penalty 2799.712947 = -665402.197490
  nChanged 20
		SP:Iteration 67Q (50030.720000 sec): 3 clusters
  Score: Raw -668209.334003 + Penalty 2799.712947 = -665409.621056
  nChanged 19
		SP:Iteration 68Q (50030.910000 sec): 3 clusters
  Score: Raw -668215.376216 + Penalty 2799.712947 = -665415.663270
  nChanged 10
		SP:Iteration 69Q (50031.110000 sec): 3 clusters
  Score: Raw -668218.371132 + Penalty 2799.712947 = -665418.658185
  nChanged 9
		SP:Iteration 70Q (50031.350000 sec): 3 clusters
  Score: Raw -668220.759715 + Penalty 2799.712947 = -665421.046768
  nChanged 8
		SP:Iteration 71Q (50031.550000 sec): 3 clusters
  Score: Raw -668222.512777 + Penalty 2799.712947 = -665422.799831
  nChanged 4
		SP:Iteration 72Q (50031.750000 sec): 3 clusters
  Score: Raw -668223.338325 + Penalty 2799.712947 = -665423.625379
  nChanged 6
		SP:Iteration 73Q (50031.950000 sec): 3 clusters
  Score: Raw -668225.109640 + Penalty 2799.712947 = -665425.396693
  nChanged 4
		SP:Iteration 74Q (50032.130000 sec): 3 clusters
  Score: Raw -668226.200582 + Penalty 2799.712947 = -665426.487635
  nChanged 3
		SP:Iteration 75Q (50032.330000 sec): 3 clusters
  Score: Raw -668226.925608 + Penalty 2799.712947 = -665427.212662
  nChanged 3
		SP:Iteration 76Q (50032.550000 sec): 3 clusters
  Score: Raw -668227.467079 + Penalty 2799.712947 = -665427.754132
  nChanged 0
		SP:Iteration 77F (50032.710000 sec): 3 clusters
  Score: Raw -668227.467079 + Penalty 2799.712947 = -665427.754132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50033.550000 sec): 2 clusters
  Score: Raw -14732631.701941 + Penalty 1899.644048 = -14730732.057893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50034.350000 sec): 3 clusters
  Score: Raw -14654493.466713 + Penalty 3799.288097 = -14650694.178616
  nChanged 57203
		SP:Iteration 1F (50035.150000 sec): 3 clusters
  Score: Raw -14687635.191805 + Penalty 3799.288097 = -14683835.903709
  nChanged 3199
		SP:Iteration 2Q (50035.940000 sec): 3 clusters
  Score: Raw -14688251.177484 + Penalty 3799.288097 = -14684451.889388
  nChanged 3316
		SP:Iteration 3Q (50036.710000 sec): 3 clusters
  Score: Raw -14688938.982180 + Penalty 3799.288097 = -14685139.694083
  nChanged 3387
		SP:Iteration 4Q (50037.560000 sec): 3 clusters
  Score: Raw -14689716.952773 + Penalty 3799.288097 = -14685917.664677
  nChanged 3543
		SP:Iteration 5Q (50038.360000 sec): 3 clusters
  Score: Raw -14690635.397856 + Penalty 3799.288097 = -14686836.109759
  nChanged 3895
		SP:Iteration 6Q (50039.150000 sec): 3 clusters
  Score: Raw -14691881.875163 + Penalty 3799.288097 = -14688082.587066
  nChanged 4567
		SP:Iteration 7Q (50039.910000 sec): 3 clusters
  Score: Raw -14693721.872824 + Penalty 3799.288097 = -14689922.584728
  nChanged 5245
		SP:Iteration 8Q (50040.690000 sec): 3 clusters
  Score: Raw -14696469.504029 + Penalty 3799.288097 = -14692670.215932
  nChanged 6106
		SP:Iteration 9F (50041.370000 sec): 3 clusters
  Score: Raw -14700506.316207 + Penalty 3799.288097 = -14696707.028110
  nChanged 7085
		SP:Iteration 10F (50042.120000 sec): 3 clusters
  Score: Raw -14705525.078710 + Penalty 3799.288097 = -14701725.790614
  nChanged 6891
		SP:Iteration 11F (50042.900000 sec): 3 clusters
  Score: Raw -14710022.340625 + Penalty 3799.288097 = -14706223.052529
  nChanged 5805
		SP:Iteration 12Q (50043.630000 sec): 3 clusters
  Score: Raw -14712755.060696 + Penalty 3799.288097 = -14708955.772600
  nChanged 4029
		SP:Iteration 13Q (50044.350000 sec): 3 clusters
  Score: Raw -14713985.041163 + Penalty 3799.288097 = -14710185.753067
  nChanged 2587
		SP:Iteration 14Q (50045.100000 sec): 3 clusters
  Score: Raw -14714547.696949 + Penalty 3799.288097 = -14710748.408852
  nChanged 1814
		SP:Iteration 15Q (50045.830000 sec): 3 clusters
  Score: Raw -14714937.218103 + Penalty 3799.288097 = -14711137.930006
  nChanged 1718
		SP:Iteration 16Q (50046.570000 sec): 3 clusters
  Score: Raw -14715326.818990 + Penalty 3799.288097 = -14711527.530894
  nChanged 1769
		SP:Iteration 17Q (50047.300000 sec): 3 clusters
  Score: Raw -14715758.298970 + Penalty 3799.288097 = -14711959.010874
  nChanged 1944
		SP:Iteration 18Q (50048.010000 sec): 3 clusters
  Score: Raw -14716280.588379 + Penalty 3799.288097 = -14712481.300282
  nChanged 2075
		SP:Iteration 19Q (50048.690000 sec): 3 clusters
  Score: Raw -14716904.191352 + Penalty 3799.288097 = -14713104.903255
  nChanged 2292
		SP:Iteration 20F (50049.440000 sec): 3 clusters
  Score: Raw -14717690.460209 + Penalty 3799.288097 = -14713891.172113
  nChanged 2440
		SP:Iteration 21Q (50050.150000 sec): 3 clusters
  Score: Raw -14718604.553382 + Penalty 3799.288097 = -14714805.265285
  nChanged 2560
		SP:Iteration 22Q (50050.880000 sec): 3 clusters
  Score: Raw -14719649.896888 + Penalty 3799.288097 = -14715850.608791
  nChanged 2605
		SP:Iteration 23Q (50051.630000 sec): 3 clusters
  Score: Raw -14720820.687888 + Penalty 3799.288097 = -14717021.399792
  nChanged 2647
		SP:Iteration 24Q (50052.340000 sec): 3 clusters
  Score: Raw -14722132.694221 + Penalty 3799.288097 = -14718333.406125
  nChanged 2636
		SP:Iteration 25Q (50053.020000 sec): 3 clusters
  Score: Raw -14723563.956293 + Penalty 3799.288097 = -14719764.668196
  nChanged 2594
		SP:Iteration 26Q (50053.780000 sec): 3 clusters
  Score: Raw -14725102.664282 + Penalty 3799.288097 = -14721303.376185
  nChanged 2402
		SP:Iteration 27Q (50054.480000 sec): 3 clusters
  Score: Raw -14726623.663756 + Penalty 3799.288097 = -14722824.375660
  nChanged 2164
		SP:Iteration 28Q (50055.220000 sec): 3 clusters
  Score: Raw -14728094.019526 + Penalty 3799.288097 = -14724294.731429
  nChanged 1860
		SP:Iteration 29Q (50055.870000 sec): 3 clusters
  Score: Raw -14729414.452829 + Penalty 3799.288097 = -14725615.164732
  nChanged 1471
		SP:Iteration 30Q (50056.530000 sec): 3 clusters
  Score: Raw -14730484.513816 + Penalty 3799.288097 = -14726685.225719
  nChanged 1129
		SP:Iteration 31Q (50057.170000 sec): 3 clusters
  Score: Raw -14731365.523373 + Penalty 3799.288097 = -14727566.235276
  nChanged 807
		SP:Iteration 32Q (50057.840000 sec): 3 clusters
  Score: Raw -14731998.156125 + Penalty 3799.288097 = -14728198.868028
  nChanged 454
		SP:Iteration 33Q (50058.430000 sec): 3 clusters
  Score: Raw -14732343.005301 + Penalty 3799.288097 = -14728543.717204
  nChanged 263
		SP:Iteration 34Q (50059.010000 sec): 3 clusters
  Score: Raw -14732544.477133 + Penalty 3799.288097 = -14728745.189037
  nChanged 118
		SP:Iteration 35Q (50059.580000 sec): 3 clusters
  Score: Raw -14732646.353944 + Penalty 3799.288097 = -14728847.065847
  nChanged 81
		SP:Iteration 36Q (50060.160000 sec): 3 clusters
  Score: Raw -14732711.592778 + Penalty 3799.288097 = -14728912.304681
  nChanged 46
		SP:Iteration 37Q (50060.800000 sec): 3 clusters
  Score: Raw -14732750.506971 + Penalty 3799.288097 = -14728951.218874
  nChanged 35
		SP:Iteration 38Q (50061.430000 sec): 3 clusters
  Score: Raw -14732782.340966 + Penalty 3799.288097 = -14728983.052869
  nChanged 29
		SP:Iteration 39Q (50062.070000 sec): 3 clusters
  Score: Raw -14732811.698979 + Penalty 3799.288097 = -14729012.410882
  nChanged 22
		SP:Iteration 40F (50062.740000 sec): 3 clusters
  Score: Raw -14732832.459780 + Penalty 3799.288097 = -14729033.171684
  nChanged 14
		SP:Iteration 41Q (50063.410000 sec): 3 clusters
  Score: Raw -14732845.304143 + Penalty 3799.288097 = -14729046.016047
  nChanged 11
		SP:Iteration 42Q (50064.120000 sec): 3 clusters
  Score: Raw -14732858.337474 + Penalty 3799.288097 = -14729059.049377
  nChanged 4
		SP:Iteration 43Q (50064.850000 sec): 3 clusters
  Score: Raw -14732860.161673 + Penalty 3799.288097 = -14729060.873576
  nChanged 3
		SP:Iteration 44Q (50065.540000 sec): 3 clusters
  Score: Raw -14732861.763774 + Penalty 3799.288097 = -14729062.475677
  nChanged 2
		SP:Iteration 45Q (50066.240000 sec): 3 clusters
  Score: Raw -14732863.170550 + Penalty 3799.288097 = -14729063.882453
  nChanged 1
		SP:Iteration 46Q (50066.930000 sec): 3 clusters
  Score: Raw -14732863.618723 + Penalty 3799.288097 = -14729064.330627
  nChanged 0
		SP:Iteration 47F (50067.700000 sec): 3 clusters
  Score: Raw -14732863.618723 + Penalty 3799.288097 = -14729064.330627
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50067.930000 sec): 2 clusters
  Score: Raw -394253.029580 + Penalty 1316.670294 = -392936.359286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50068.140000 sec): 3 clusters
  Score: Raw -392680.571233 + Penalty 2633.340588 = -390047.230645
  nChanged 1268
		SP:Iteration 1F (50068.320000 sec): 3 clusters
  Score: Raw -393430.797545 + Penalty 2633.340588 = -390797.456957
  nChanged 261
		SP:Iteration 2F (50068.490000 sec): 3 clusters
  Score: Raw -393604.916704 + Penalty 2633.340588 = -390971.576116
  nChanged 191
		SP:Iteration 3F (50068.680000 sec): 3 clusters
  Score: Raw -393750.905297 + Penalty 2633.340588 = -391117.564708
  nChanged 161
		SP:Iteration 4Q (50068.850000 sec): 3 clusters
  Score: Raw -393879.096021 + Penalty 2633.340588 = -391245.755433
  nChanged 124
		SP:Iteration 5Q (50069.060000 sec): 3 clusters
  Score: Raw -393968.706813 + Penalty 2633.340588 = -391335.366225
  nChanged 100
		SP:Iteration 6Q (50069.280000 sec): 3 clusters
  Score: Raw -394030.109497 + Penalty 2633.340588 = -391396.768909
  nChanged 83
		SP:Iteration 7Q (50069.460000 sec): 3 clusters
  Score: Raw -394095.874385 + Penalty 2633.340588 = -391462.533797
  nChanged 101
		SP:Iteration 8Q (50069.620000 sec): 3 clusters
  Score: Raw -394165.382061 + Penalty 2633.340588 = -391532.041473
  nChanged 82
		SP:Iteration 9Q (50069.830000 sec): 3 clusters
  Score: Raw -394226.786126 + Penalty 2633.340588 = -391593.445538
  nChanged 77
		SP:Iteration 10Q (50070.020000 sec): 3 clusters
  Score: Raw -394277.749486 + Penalty 2633.340588 = -391644.408898
  nChanged 61
		SP:Iteration 11Q (50070.210000 sec): 3 clusters
  Score: Raw -394311.256701 + Penalty 2633.340588 = -391677.916113
  nChanged 45
		SP:Iteration 12Q (50070.380000 sec): 3 clusters
  Score: Raw -394340.476930 + Penalty 2633.340588 = -391707.136342
  nChanged 47
		SP:Iteration 13Q (50070.570000 sec): 3 clusters
  Score: Raw -394375.781315 + Penalty 2633.340588 = -391742.440727
  nChanged 47
		SP:Iteration 14Q (50070.740000 sec): 3 clusters
  Score: Raw -394408.052114 + Penalty 2633.340588 = -391774.711525
  nChanged 35
		SP:Iteration 15Q (50070.920000 sec): 3 clusters
  Score: Raw -394438.966443 + Penalty 2633.340588 = -391805.625855
  nChanged 37
		SP:Iteration 16Q (50071.100000 sec): 3 clusters
  Score: Raw -394477.291091 + Penalty 2633.340588 = -391843.950502
  nChanged 39
		SP:Iteration 17Q (50071.250000 sec): 3 clusters
  Score: Raw -394512.614056 + Penalty 2633.340588 = -391879.273467
  nChanged 40
		SP:Iteration 18Q (50071.470000 sec): 3 clusters
  Score: Raw -394539.998534 + Penalty 2633.340588 = -391906.657945
  nChanged 34
		SP:Iteration 19Q (50071.630000 sec): 3 clusters
  Score: Raw -394581.018496 + Penalty 2633.340588 = -391947.677908
  nChanged 37
		SP:Iteration 20F (50071.800000 sec): 3 clusters
  Score: Raw -394624.286024 + Penalty 2633.340588 = -391990.945436
  nChanged 33
		SP:Iteration 21Q (50071.980000 sec): 3 clusters
  Score: Raw -394655.442435 + Penalty 2633.340588 = -392022.101847
  nChanged 38
		SP:Iteration 22Q (50072.140000 sec): 3 clusters
  Score: Raw -394680.504512 + Penalty 2633.340588 = -392047.163924
  nChanged 33
		SP:Iteration 23Q (50072.340000 sec): 3 clusters
  Score: Raw -394706.038976 + Penalty 2633.340588 = -392072.698388
  nChanged 31
		SP:Iteration 24Q (50072.500000 sec): 3 clusters
  Score: Raw -394726.299068 + Penalty 2633.340588 = -392092.958480
  nChanged 27
		SP:Iteration 25Q (50072.680000 sec): 3 clusters
  Score: Raw -394738.661940 + Penalty 2633.340588 = -392105.321352
  nChanged 26
		SP:Iteration 26Q (50072.800000 sec): 3 clusters
  Score: Raw -394750.939837 + Penalty 2633.340588 = -392117.599248
  nChanged 18
		SP:Iteration 27Q (50073.010000 sec): 3 clusters
  Score: Raw -394758.947382 + Penalty 2633.340588 = -392125.606793
  nChanged 19
		SP:Iteration 28Q (50073.190000 sec): 3 clusters
  Score: Raw -394766.918881 + Penalty 2633.340588 = -392133.578292
  nChanged 16
		SP:Iteration 29Q (50073.360000 sec): 3 clusters
  Score: Raw -394772.486574 + Penalty 2633.340588 = -392139.145986
  nChanged 17
		SP:Iteration 30Q (50073.550000 sec): 3 clusters
  Score: Raw -394778.761265 + Penalty 2633.340588 = -392145.420677
  nChanged 20
		SP:Iteration 31Q (50073.740000 sec): 3 clusters
  Score: Raw -394785.601647 + Penalty 2633.340588 = -392152.261058
  nChanged 20
		SP:Iteration 32Q (50073.940000 sec): 3 clusters
  Score: Raw -394794.798244 + Penalty 2633.340588 = -392161.457656
  nChanged 22
		SP:Iteration 33Q (50074.110000 sec): 3 clusters
  Score: Raw -394803.642650 + Penalty 2633.340588 = -392170.302061
  nChanged 20
		SP:Iteration 34Q (50074.320000 sec): 3 clusters
  Score: Raw -394812.414966 + Penalty 2633.340588 = -392179.074377
  nChanged 17
		SP:Iteration 35Q (50074.460000 sec): 3 clusters
  Score: Raw -394821.101116 + Penalty 2633.340588 = -392187.760528
  nChanged 19
		SP:Iteration 36Q (50074.620000 sec): 3 clusters
  Score: Raw -394830.943311 + Penalty 2633.340588 = -392197.602723
  nChanged 21
		SP:Iteration 37Q (50074.810000 sec): 3 clusters
  Score: Raw -394840.930118 + Penalty 2633.340588 = -392207.589529
  nChanged 17
		SP:Iteration 38Q (50075.020000 sec): 3 clusters
  Score: Raw -394848.367992 + Penalty 2633.340588 = -392215.027404
  nChanged 12
		SP:Iteration 39Q (50075.190000 sec): 3 clusters
  Score: Raw -394853.147859 + Penalty 2633.340588 = -392219.807271
  nChanged 17
		SP:Iteration 40F (50075.400000 sec): 3 clusters
  Score: Raw -394860.518651 + Penalty 2633.340588 = -392227.178063
  nChanged 11
		SP:Iteration 41Q (50075.600000 sec): 3 clusters
  Score: Raw -394865.368337 + Penalty 2633.340588 = -392232.027749
  nChanged 8
		SP:Iteration 42Q (50075.750000 sec): 3 clusters
  Score: Raw -394870.037700 + Penalty 2633.340588 = -392236.697112
  nChanged 8
		SP:Iteration 43Q (50075.970000 sec): 3 clusters
  Score: Raw -394876.391429 + Penalty 2633.340588 = -392243.050841
  nChanged 12
		SP:Iteration 44Q (50076.150000 sec): 3 clusters
  Score: Raw -394882.190595 + Penalty 2633.340588 = -392248.850007
  nChanged 9
		SP:Iteration 45Q (50076.320000 sec): 3 clusters
  Score: Raw -394885.716132 + Penalty 2633.340588 = -392252.375543
  nChanged 5
		SP:Iteration 46Q (50076.470000 sec): 3 clusters
  Score: Raw -394886.771076 + Penalty 2633.340588 = -392253.430488
  nChanged 4
		SP:Iteration 47Q (50076.630000 sec): 3 clusters
  Score: Raw -394887.483382 + Penalty 2633.340588 = -392254.142794
  nChanged 3
		SP:Iteration 48Q (50076.840000 sec): 3 clusters
  Score: Raw -394887.992891 + Penalty 2633.340588 = -392254.652302
  nChanged 2
		SP:Iteration 49Q (50077.020000 sec): 3 clusters
  Score: Raw -394888.324803 + Penalty 2633.340588 = -392254.984215
  nChanged 2
		SP:Iteration 50Q (50077.200000 sec): 3 clusters
  Score: Raw -394889.046361 + Penalty 2633.340588 = -392255.705773
  nChanged 1
		SP:Iteration 51Q (50077.400000 sec): 3 clusters
  Score: Raw -394889.437403 + Penalty 2633.340588 = -392256.096815
  nChanged 0
		SP:Iteration 52F (50077.610000 sec): 3 clusters
  Score: Raw -394889.437403 + Penalty 2633.340588 = -392256.096815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50077.690000 sec): 2 clusters
  Score: Raw -644659.976766 + Penalty 1395.008047 = -643264.968718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50077.900000 sec): 3 clusters
  Score: Raw -641804.395185 + Penalty 2790.016095 = -639014.379091
  nChanged 2218
		SP:Iteration 1F (50078.090000 sec): 3 clusters
  Score: Raw -643043.341495 + Penalty 2790.016095 = -640253.325400
  nChanged 407
		SP:Iteration 2F (50078.270000 sec): 3 clusters
  Score: Raw -643255.601520 + Penalty 2790.016095 = -640465.585425
  nChanged 276
		SP:Iteration 3F (50078.470000 sec): 3 clusters
  Score: Raw -643380.320297 + Penalty 2790.016095 = -640590.304202
  nChanged 198
		SP:Iteration 4Q (50078.660000 sec): 3 clusters
  Score: Raw -643481.429541 + Penalty 2790.016095 = -640691.413446
  nChanged 161
		SP:Iteration 5Q (50078.850000 sec): 3 clusters
  Score: Raw -643555.756659 + Penalty 2790.016095 = -640765.740564
  nChanged 175
		SP:Iteration 6Q (50079.090000 sec): 3 clusters
  Score: Raw -643667.497649 + Penalty 2790.016095 = -640877.481554
  nChanged 191
		SP:Iteration 7Q (50079.270000 sec): 3 clusters
  Score: Raw -643783.951746 + Penalty 2790.016095 = -640993.935651
  nChanged 220
		SP:Iteration 8Q (50079.470000 sec): 3 clusters
  Score: Raw -643935.057089 + Penalty 2790.016095 = -641145.040995
  nChanged 243
		SP:Iteration 9Q (50079.650000 sec): 3 clusters
  Score: Raw -644097.277544 + Penalty 2790.016095 = -641307.261449
  nChanged 245
		SP:Iteration 10Q (50079.800000 sec): 3 clusters
  Score: Raw -644314.922094 + Penalty 2790.016095 = -641524.906000
  nChanged 275
		SP:Iteration 11F (50080.020000 sec): 3 clusters
  Score: Raw -644574.142072 + Penalty 2790.016095 = -641784.125977
  nChanged 282
		SP:Iteration 12F (50080.230000 sec): 3 clusters
  Score: Raw -644793.303373 + Penalty 2790.016095 = -642003.287279
  nChanged 247
		SP:Iteration 13Q (50080.410000 sec): 3 clusters
  Score: Raw -644940.544278 + Penalty 2790.016095 = -642150.528183
  nChanged 187
		SP:Iteration 14Q (50080.610000 sec): 3 clusters
  Score: Raw -645031.016899 + Penalty 2790.016095 = -642241.000805
  nChanged 129
		SP:Iteration 15Q (50080.820000 sec): 3 clusters
  Score: Raw -645089.240706 + Penalty 2790.016095 = -642299.224611
  nChanged 106
		SP:Iteration 16Q (50080.990000 sec): 3 clusters
  Score: Raw -645129.061098 + Penalty 2790.016095 = -642339.045004
  nChanged 83
		SP:Iteration 17Q (50081.190000 sec): 3 clusters
  Score: Raw -645157.890054 + Penalty 2790.016095 = -642367.873960
  nChanged 61
		SP:Iteration 18Q (50081.420000 sec): 3 clusters
  Score: Raw -645177.548311 + Penalty 2790.016095 = -642387.532217
  nChanged 45
		SP:Iteration 19Q (50081.590000 sec): 3 clusters
  Score: Raw -645187.964696 + Penalty 2790.016095 = -642397.948602
  nChanged 36
		SP:Iteration 20F (50081.830000 sec): 3 clusters
  Score: Raw -645196.692219 + Penalty 2790.016095 = -642406.676124
  nChanged 23
		SP:Iteration 21Q (50081.980000 sec): 3 clusters
  Score: Raw -645203.315168 + Penalty 2790.016095 = -642413.299073
  nChanged 25
		SP:Iteration 22Q (50082.220000 sec): 3 clusters
  Score: Raw -645208.322179 + Penalty 2790.016095 = -642418.306085
  nChanged 12
		SP:Iteration 23Q (50082.400000 sec): 3 clusters
  Score: Raw -645210.977526 + Penalty 2790.016095 = -642420.961432
  nChanged 11
		SP:Iteration 24Q (50082.620000 sec): 3 clusters
  Score: Raw -645213.712695 + Penalty 2790.016095 = -642423.696600
  nChanged 5
		SP:Iteration 25Q (50082.830000 sec): 3 clusters
  Score: Raw -645215.417999 + Penalty 2790.016095 = -642425.401904
  nChanged 16
		SP:Iteration 26Q (50082.990000 sec): 3 clusters
  Score: Raw -645219.075826 + Penalty 2790.016095 = -642429.059731
  nChanged 9
		SP:Iteration 27Q (50083.210000 sec): 3 clusters
  Score: Raw -645220.591425 + Penalty 2790.016095 = -642430.575331
  nChanged 9
		SP:Iteration 28Q (50083.410000 sec): 3 clusters
  Score: Raw -645222.168890 + Penalty 2790.016095 = -642432.152796
  nChanged 10
		SP:Iteration 29Q (50083.590000 sec): 3 clusters
  Score: Raw -645223.816938 + Penalty 2790.016095 = -642433.800843
  nChanged 6
		SP:Iteration 30Q (50083.790000 sec): 3 clusters
  Score: Raw -645224.631114 + Penalty 2790.016095 = -642434.615019
  nChanged 4
		SP:Iteration 31Q (50084.000000 sec): 3 clusters
  Score: Raw -645225.244952 + Penalty 2790.016095 = -642435.228858
  nChanged 2
		SP:Iteration 32Q (50084.170000 sec): 3 clusters
  Score: Raw -645225.417971 + Penalty 2790.016095 = -642435.401876
  nChanged 1
		SP:Iteration 33Q (50084.380000 sec): 3 clusters
  Score: Raw -645225.472074 + Penalty 2790.016095 = -642435.455980
  nChanged 1
		SP:Iteration 34Q (50084.570000 sec): 3 clusters
  Score: Raw -645225.592811 + Penalty 2790.016095 = -642435.576716
  nChanged 2
		SP:Iteration 35Q (50084.770000 sec): 3 clusters
  Score: Raw -645225.840660 + Penalty 2790.016095 = -642435.824565
  nChanged 2
		SP:Iteration 36Q (50084.940000 sec): 3 clusters
  Score: Raw -645226.123675 + Penalty 2790.016095 = -642436.107581
  nChanged 3
		SP:Iteration 37Q (50085.100000 sec): 3 clusters
  Score: Raw -645226.437784 + Penalty 2790.016095 = -642436.421690
  nChanged 4
		SP:Iteration 38Q (50085.310000 sec): 3 clusters
  Score: Raw -645226.989112 + Penalty 2790.016095 = -642436.973017
  nChanged 3
		SP:Iteration 39Q (50085.510000 sec): 3 clusters
  Score: Raw -645227.489999 + Penalty 2790.016095 = -642437.473905
  nChanged 4
		SP:Iteration 40F (50085.740000 sec): 3 clusters
  Score: Raw -645228.763653 + Penalty 2790.016095 = -642438.747559
  nChanged 8
		SP:Iteration 41Q (50085.940000 sec): 3 clusters
  Score: Raw -645230.234711 + Penalty 2790.016095 = -642440.218616
  nChanged 6
		SP:Iteration 42Q (50086.130000 sec): 3 clusters
  Score: Raw -645230.877539 + Penalty 2790.016095 = -642440.861444
  nChanged 5
		SP:Iteration 43Q (50086.310000 sec): 3 clusters
  Score: Raw -645231.403764 + Penalty 2790.016095 = -642441.387669
  nChanged 7
		SP:Iteration 44Q (50086.490000 sec): 3 clusters
  Score: Raw -645232.647378 + Penalty 2790.016095 = -642442.631283
  nChanged 12
		SP:Iteration 45Q (50086.680000 sec): 3 clusters
  Score: Raw -645234.926113 + Penalty 2790.016095 = -642444.910018
  nChanged 7
		SP:Iteration 46Q (50086.860000 sec): 3 clusters
  Score: Raw -645235.958074 + Penalty 2790.016095 = -642445.941980
  nChanged 1
		SP:Iteration 47Q (50087.020000 sec): 3 clusters
  Score: Raw -645236.194729 + Penalty 2790.016095 = -642446.178634
  nChanged 1
		SP:Iteration 48Q (50087.220000 sec): 3 clusters
  Score: Raw -645236.395700 + Penalty 2790.016095 = -642446.379606
  nChanged 1
		SP:Iteration 49Q (50087.440000 sec): 3 clusters
  Score: Raw -645236.515888 + Penalty 2790.016095 = -642446.499793
  nChanged 0
		SP:Iteration 50F (50087.600000 sec): 3 clusters
  Score: Raw -645236.515888 + Penalty 2790.016095 = -642446.499793
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50087.740000 sec): 2 clusters
  Score: Raw -505556.285026 + Penalty 1367.211442 = -504189.073584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50087.900000 sec): 3 clusters
  Score: Raw -503251.575319 + Penalty 2734.422884 = -500517.152434
  nChanged 1861
		SP:Iteration 1F (50088.100000 sec): 3 clusters
  Score: Raw -504361.988356 + Penalty 2734.422884 = -501627.565471
  nChanged 359
		SP:Iteration 2F (50088.310000 sec): 3 clusters
  Score: Raw -504587.194540 + Penalty 2734.422884 = -501852.771655
  nChanged 269
		SP:Iteration 3F (50088.480000 sec): 3 clusters
  Score: Raw -504791.113693 + Penalty 2734.422884 = -502056.690809
  nChanged 264
		SP:Iteration 4F (50088.650000 sec): 3 clusters
  Score: Raw -505008.235727 + Penalty 2734.422884 = -502273.812843
  nChanged 287
		SP:Iteration 5F (50088.880000 sec): 3 clusters
  Score: Raw -505256.245186 + Penalty 2734.422884 = -502521.822301
  nChanged 263
		SP:Iteration 6F (50089.040000 sec): 3 clusters
  Score: Raw -505485.788550 + Penalty 2734.422884 = -502751.365666
  nChanged 222
		SP:Iteration 7Q (50089.240000 sec): 3 clusters
  Score: Raw -505693.546521 + Penalty 2734.422884 = -502959.123636
  nChanged 198
		SP:Iteration 8Q (50089.410000 sec): 3 clusters
  Score: Raw -505847.119843 + Penalty 2734.422884 = -503112.696959
  nChanged 145
		SP:Iteration 9Q (50089.640000 sec): 3 clusters
  Score: Raw -505963.278009 + Penalty 2734.422884 = -503228.855125
  nChanged 107
		SP:Iteration 10Q (50089.820000 sec): 3 clusters
  Score: Raw -506053.785063 + Penalty 2734.422884 = -503319.362179
  nChanged 86
		SP:Iteration 11Q (50090.020000 sec): 3 clusters
  Score: Raw -506113.722538 + Penalty 2734.422884 = -503379.299653
  nChanged 63
		SP:Iteration 12Q (50090.200000 sec): 3 clusters
  Score: Raw -506168.849004 + Penalty 2734.422884 = -503434.426119
  nChanged 52
		SP:Iteration 13Q (50090.390000 sec): 3 clusters
  Score: Raw -506204.969807 + Penalty 2734.422884 = -503470.546923
  nChanged 54
		SP:Iteration 14Q (50090.590000 sec): 3 clusters
  Score: Raw -506252.731289 + Penalty 2734.422884 = -503518.308404
  nChanged 46
		SP:Iteration 15Q (50090.790000 sec): 3 clusters
  Score: Raw -506285.535542 + Penalty 2734.422884 = -503551.112657
  nChanged 41
		SP:Iteration 16Q (50090.990000 sec): 3 clusters
  Score: Raw -506314.180796 + Penalty 2734.422884 = -503579.757911
  nChanged 52
		SP:Iteration 17Q (50091.160000 sec): 3 clusters
  Score: Raw -506337.575523 + Penalty 2734.422884 = -503603.152638
  nChanged 32
		SP:Iteration 18Q (50091.360000 sec): 3 clusters
  Score: Raw -506351.354917 + Penalty 2734.422884 = -503616.932032
  nChanged 24
		SP:Iteration 19Q (50091.550000 sec): 3 clusters
  Score: Raw -506360.615725 + Penalty 2734.422884 = -503626.192841
  nChanged 21
		SP:Iteration 20F (50091.720000 sec): 3 clusters
  Score: Raw -506377.985253 + Penalty 2734.422884 = -503643.562369
  nChanged 23
		SP:Iteration 21Q (50091.910000 sec): 3 clusters
  Score: Raw -506389.563209 + Penalty 2734.422884 = -503655.140325
  nChanged 15
		SP:Iteration 22Q (50092.120000 sec): 3 clusters
  Score: Raw -506393.823226 + Penalty 2734.422884 = -503659.400342
  nChanged 8
		SP:Iteration 23Q (50092.300000 sec): 3 clusters
  Score: Raw -506396.638966 + Penalty 2734.422884 = -503662.216081
  nChanged 6
		SP:Iteration 24Q (50092.460000 sec): 3 clusters
  Score: Raw -506398.263981 + Penalty 2734.422884 = -503663.841096
  nChanged 2
		SP:Iteration 25Q (50092.640000 sec): 3 clusters
  Score: Raw -506398.580884 + Penalty 2734.422884 = -503664.158000
  nChanged 2
		SP:Iteration 26Q (50092.840000 sec): 3 clusters
  Score: Raw -506398.942123 + Penalty 2734.422884 = -503664.519239
  nChanged 0
		SP:Iteration 27F (50093.010000 sec): 3 clusters
  Score: Raw -506398.942123 + Penalty 2734.422884 = -503664.519239
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50093.140000 sec): 2 clusters
  Score: Raw -234945.819554 + Penalty 1243.615817 = -233702.203737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50093.290000 sec): 3 clusters
  Score: Raw -234049.580935 + Penalty 2487.231634 = -231562.349300
  nChanged 763
		SP:Iteration 1F (50093.520000 sec): 3 clusters
  Score: Raw -234814.590589 + Penalty 2487.231634 = -232327.358954
  nChanged 230
		SP:Iteration 2F (50093.690000 sec): 3 clusters
  Score: Raw -235121.323850 + Penalty 2487.231634 = -232634.092215
  nChanged 113
		SP:Iteration 3F (50093.880000 sec): 3 clusters
  Score: Raw -235248.601738 + Penalty 2487.231634 = -232761.370103
  nChanged 103
		SP:Iteration 4Q (50094.030000 sec): 3 clusters
  Score: Raw -235344.353429 + Penalty 2487.231634 = -232857.121794
  nChanged 80
		SP:Iteration 5Q (50094.200000 sec): 3 clusters
  Score: Raw -235420.505761 + Penalty 2487.231634 = -232933.274126
  nChanged 49
		SP:Iteration 6Q (50094.400000 sec): 3 clusters
  Score: Raw -235473.602456 + Penalty 2487.231634 = -232986.370822
  nChanged 58
		SP:Iteration 7Q (50094.560000 sec): 3 clusters
  Score: Raw -235533.413282 + Penalty 2487.231634 = -233046.181647
  nChanged 49
		SP:Iteration 8Q (50094.760000 sec): 3 clusters
  Score: Raw -235587.900397 + Penalty 2487.231634 = -233100.668762
  nChanged 41
		SP:Iteration 9Q (50094.940000 sec): 3 clusters
  Score: Raw -235633.475159 + Penalty 2487.231634 = -233146.243524
  nChanged 34
		SP:Iteration 10Q (50095.100000 sec): 3 clusters
  Score: Raw -235658.481298 + Penalty 2487.231634 = -233171.249664
  nChanged 31
		SP:Iteration 11Q (50095.250000 sec): 3 clusters
  Score: Raw -235681.794681 + Penalty 2487.231634 = -233194.563047
  nChanged 19
		SP:Iteration 12Q (50095.420000 sec): 3 clusters
  Score: Raw -235697.177144 + Penalty 2487.231634 = -233209.945510
  nChanged 24
		SP:Iteration 13Q (50095.620000 sec): 3 clusters
  Score: Raw -235712.055691 + Penalty 2487.231634 = -233224.824056
  nChanged 17
		SP:Iteration 14Q (50095.810000 sec): 3 clusters
  Score: Raw -235723.584391 + Penalty 2487.231634 = -233236.352757
  nChanged 8
		SP:Iteration 15Q (50095.990000 sec): 3 clusters
  Score: Raw -235728.785587 + Penalty 2487.231634 = -233241.553953
  nChanged 9
		SP:Iteration 16Q (50096.130000 sec): 3 clusters
  Score: Raw -235732.876142 + Penalty 2487.231634 = -233245.644508
  nChanged 7
		SP:Iteration 17Q (50096.310000 sec): 3 clusters
  Score: Raw -235738.472134 + Penalty 2487.231634 = -233251.240500
  nChanged 1
		SP:Iteration 18Q (50096.480000 sec): 3 clusters
  Score: Raw -235738.801677 + Penalty 2487.231634 = -233251.570042
  nChanged 2
		SP:Iteration 19Q (50096.670000 sec): 3 clusters
  Score: Raw -235740.116403 + Penalty 2487.231634 = -233252.884769
  nChanged 4
		SP:Iteration 20F (50096.850000 sec): 3 clusters
  Score: Raw -235742.762173 + Penalty 2487.231634 = -233255.530539
  nChanged 1
		SP:Iteration 21Q (50097.050000 sec): 3 clusters
  Score: Raw -235743.114420 + Penalty 2487.231634 = -233255.882785
  nChanged 0
		SP:Iteration 22F (50097.210000 sec): 3 clusters
  Score: Raw -235743.114420 + Penalty 2487.231634 = -233255.882785
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50097.330000 sec): 2 clusters
  Score: Raw -634982.124062 + Penalty 1398.345661 = -633583.778401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50097.570000 sec): 3 clusters
  Score: Raw -632079.835588 + Penalty 2796.691322 = -629283.144265
  nChanged 2234
		SP:Iteration 1F (50097.760000 sec): 3 clusters
  Score: Raw -633522.249390 + Penalty 2796.691322 = -630725.558067
  nChanged 436
		SP:Iteration 2F (50097.950000 sec): 3 clusters
  Score: Raw -633849.176613 + Penalty 2796.691322 = -631052.485290
  nChanged 358
		SP:Iteration 3F (50098.140000 sec): 3 clusters
  Score: Raw -634121.028298 + Penalty 2796.691322 = -631324.336976
  nChanged 300
		SP:Iteration 4F (50098.350000 sec): 3 clusters
  Score: Raw -634363.899271 + Penalty 2796.691322 = -631567.207949
  nChanged 255
		SP:Iteration 5Q (50098.570000 sec): 3 clusters
  Score: Raw -634565.178436 + Penalty 2796.691322 = -631768.487113
  nChanged 245
		SP:Iteration 6Q (50098.720000 sec): 3 clusters
  Score: Raw -634758.704141 + Penalty 2796.691322 = -631962.012818
  nChanged 238
		SP:Iteration 7Q (50098.930000 sec): 3 clusters
  Score: Raw -634903.091673 + Penalty 2796.691322 = -632106.400350
  nChanged 196
		SP:Iteration 8Q (50099.100000 sec): 3 clusters
  Score: Raw -635015.207499 + Penalty 2796.691322 = -632218.516177
  nChanged 163
		SP:Iteration 9Q (50099.290000 sec): 3 clusters
  Score: Raw -635107.696111 + Penalty 2796.691322 = -632311.004789
  nChanged 156
		SP:Iteration 10Q (50099.520000 sec): 3 clusters
  Score: Raw -635199.669549 + Penalty 2796.691322 = -632402.978227
  nChanged 157
		SP:Iteration 11Q (50099.680000 sec): 3 clusters
  Score: Raw -635304.218669 + Penalty 2796.691322 = -632507.527347
  nChanged 152
		SP:Iteration 12Q (50099.890000 sec): 3 clusters
  Score: Raw -635395.215229 + Penalty 2796.691322 = -632598.523906
  nChanged 162
		SP:Iteration 13Q (50100.080000 sec): 3 clusters
  Score: Raw -635499.842142 + Penalty 2796.691322 = -632703.150819
  nChanged 146
		SP:Iteration 14Q (50100.310000 sec): 3 clusters
  Score: Raw -635582.937149 + Penalty 2796.691322 = -632786.245826
  nChanged 121
		SP:Iteration 15Q (50100.510000 sec): 3 clusters
  Score: Raw -635645.582406 + Penalty 2796.691322 = -632848.891083
  nChanged 122
		SP:Iteration 16Q (50100.690000 sec): 3 clusters
  Score: Raw -635707.398368 + Penalty 2796.691322 = -632910.707045
  nChanged 89
		SP:Iteration 17Q (50100.860000 sec): 3 clusters
  Score: Raw -635752.049654 + Penalty 2796.691322 = -632955.358331
  nChanged 83
		SP:Iteration 18Q (50101.070000 sec): 3 clusters
  Score: Raw -635791.321505 + Penalty 2796.691322 = -632994.630182
  nChanged 72
		SP:Iteration 19Q (50101.250000 sec): 3 clusters
  Score: Raw -635823.760513 + Penalty 2796.691322 = -633027.069190
  nChanged 65
		SP:Iteration 20F (50101.450000 sec): 3 clusters
  Score: Raw -635853.590747 + Penalty 2796.691322 = -633056.899425
  nChanged 62
		SP:Iteration 21Q (50101.700000 sec): 3 clusters
  Score: Raw -635879.693548 + Penalty 2796.691322 = -633083.002226
  nChanged 53
		SP:Iteration 22Q (50101.850000 sec): 3 clusters
  Score: Raw -635900.064737 + Penalty 2796.691322 = -633103.373415
  nChanged 50
		SP:Iteration 23Q (50102.080000 sec): 3 clusters
  Score: Raw -635918.563085 + Penalty 2796.691322 = -633121.871763
  nChanged 40
		SP:Iteration 24Q (50102.280000 sec): 3 clusters
  Score: Raw -635931.965051 + Penalty 2796.691322 = -633135.273729
  nChanged 30
		SP:Iteration 25Q (50102.470000 sec): 3 clusters
  Score: Raw -635943.896475 + Penalty 2796.691322 = -633147.205152
  nChanged 32
		SP:Iteration 26Q (50102.660000 sec): 3 clusters
  Score: Raw -635955.475296 + Penalty 2796.691322 = -633158.783973
  nChanged 26
		SP:Iteration 27Q (50102.870000 sec): 3 clusters
  Score: Raw -635964.047023 + Penalty 2796.691322 = -633167.355701
  nChanged 30
		SP:Iteration 28Q (50103.060000 sec): 3 clusters
  Score: Raw -635974.426941 + Penalty 2796.691322 = -633177.735619
  nChanged 19
		SP:Iteration 29Q (50103.210000 sec): 3 clusters
  Score: Raw -635981.980157 + Penalty 2796.691322 = -633185.288835
  nChanged 22
		SP:Iteration 30Q (50103.440000 sec): 3 clusters
  Score: Raw -635990.871144 + Penalty 2796.691322 = -633194.179821
  nChanged 24
		SP:Iteration 31Q (50103.600000 sec): 3 clusters
  Score: Raw -635996.554896 + Penalty 2796.691322 = -633199.863574
  nChanged 9
		SP:Iteration 32Q (50103.770000 sec): 3 clusters
  Score: Raw -635998.068902 + Penalty 2796.691322 = -633201.377579
  nChanged 2
		SP:Iteration 33Q (50103.960000 sec): 3 clusters
  Score: Raw -635998.395701 + Penalty 2796.691322 = -633201.704379
  nChanged 2
		SP:Iteration 34Q (50104.190000 sec): 3 clusters
  Score: Raw -635998.792123 + Penalty 2796.691322 = -633202.100800
  nChanged 1
		SP:Iteration 35Q (50104.360000 sec): 3 clusters
  Score: Raw -635998.935783 + Penalty 2796.691322 = -633202.244460
  nChanged 3
		SP:Iteration 36Q (50104.550000 sec): 3 clusters
  Score: Raw -635999.259657 + Penalty 2796.691322 = -633202.568335
  nChanged 1
		SP:Iteration 37Q (50104.760000 sec): 3 clusters
  Score: Raw -635999.375965 + Penalty 2796.691322 = -633202.684643
  nChanged 0
		SP:Iteration 38F (50104.950000 sec): 3 clusters
  Score: Raw -635999.375965 + Penalty 2796.691322 = -633202.684643
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50105.020000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50105.210000 sec): 3 clusters
  Score: Raw -189799.626202 + Penalty 2405.796744 = -187393.829458
  nChanged 539
		SP:Iteration 1F (50105.380000 sec): 3 clusters
  Score: Raw -190194.940051 + Penalty 2405.796744 = -187789.143306
  nChanged 135
		SP:Iteration 2F (50105.580000 sec): 3 clusters
  Score: Raw -190340.243697 + Penalty 2405.796744 = -187934.446952
  nChanged 98
		SP:Iteration 3F (50105.750000 sec): 3 clusters
  Score: Raw -190452.234110 + Penalty 2405.796744 = -188046.437366
  nChanged 64
		SP:Iteration 4Q (50105.900000 sec): 3 clusters
  Score: Raw -190530.456338 + Penalty 2405.796744 = -188124.659593
  nChanged 70
		SP:Iteration 5Q (50106.060000 sec): 3 clusters
  Score: Raw -190630.875087 + Penalty 2405.796744 = -188225.078343
  nChanged 60
		SP:Iteration 6Q (50106.200000 sec): 3 clusters
  Score: Raw -190719.932581 + Penalty 2405.796744 = -188314.135836
  nChanged 63
		SP:Iteration 7Q (50106.340000 sec): 3 clusters
  Score: Raw -190807.206415 + Penalty 2405.796744 = -188401.409671
  nChanged 52
		SP:Iteration 8Q (50106.510000 sec): 3 clusters
  Score: Raw -190882.871094 + Penalty 2405.796744 = -188477.074349
  nChanged 56
		SP:Iteration 9Q (50106.690000 sec): 3 clusters
  Score: Raw -190958.991814 + Penalty 2405.796744 = -188553.195070
  nChanged 46
		SP:Iteration 10Q (50106.850000 sec): 3 clusters
  Score: Raw -191009.213104 + Penalty 2405.796744 = -188603.416359
  nChanged 41
		SP:Iteration 11Q (50107.020000 sec): 3 clusters
  Score: Raw -191058.261298 + Penalty 2405.796744 = -188652.464554
  nChanged 39
		SP:Iteration 12Q (50107.180000 sec): 3 clusters
  Score: Raw -191106.421941 + Penalty 2405.796744 = -188700.625196
  nChanged 22
		SP:Iteration 13Q (50107.350000 sec): 3 clusters
  Score: Raw -191126.943043 + Penalty 2405.796744 = -188721.146299
  nChanged 13
		SP:Iteration 14Q (50107.570000 sec): 3 clusters
  Score: Raw -191135.802139 + Penalty 2405.796744 = -188730.005394
  nChanged 7
		SP:Iteration 15Q (50107.720000 sec): 3 clusters
  Score: Raw -191139.902934 + Penalty 2405.796744 = -188734.106190
  nChanged 7
		SP:Iteration 16Q (50107.930000 sec): 3 clusters
  Score: Raw -191146.410500 + Penalty 2405.796744 = -188740.613755
  nChanged 7
		SP:Iteration 17Q (50108.060000 sec): 3 clusters
  Score: Raw -191152.304717 + Penalty 2405.796744 = -188746.507972
  nChanged 10
		SP:Iteration 18Q (50108.260000 sec): 3 clusters
  Score: Raw -191161.564500 + Penalty 2405.796744 = -188755.767756
  nChanged 9
		SP:Iteration 19Q (50108.410000 sec): 3 clusters
  Score: Raw -191167.879858 + Penalty 2405.796744 = -188762.083114
  nChanged 5
		SP:Iteration 20F (50108.620000 sec): 3 clusters
  Score: Raw -191170.164030 + Penalty 2405.796744 = -188764.367285
  nChanged 3
		SP:Iteration 21Q (50108.780000 sec): 3 clusters
  Score: Raw -191172.626891 + Penalty 2405.796744 = -188766.830147
  nChanged 6
		SP:Iteration 22Q (50108.940000 sec): 3 clusters
  Score: Raw -191178.365290 + Penalty 2405.796744 = -188772.568545
  nChanged 2
		SP:Iteration 23Q (50109.140000 sec): 3 clusters
  Score: Raw -191179.053299 + Penalty 2405.796744 = -188773.256554
  nChanged 1
		SP:Iteration 24Q (50109.350000 sec): 3 clusters
  Score: Raw -191180.490650 + Penalty 2405.796744 = -188774.693906
  nChanged 3
		SP:Iteration 25Q (50109.520000 sec): 3 clusters
  Score: Raw -191182.436294 + Penalty 2405.796744 = -188776.639550
  nChanged 3
		SP:Iteration 26Q (50109.700000 sec): 3 clusters
  Score: Raw -191185.060230 + Penalty 2405.796744 = -188779.263486
  nChanged 2
		SP:Iteration 27Q (50109.850000 sec): 3 clusters
  Score: Raw -191186.094610 + Penalty 2405.796744 = -188780.297866
  nChanged 2
		SP:Iteration 28Q (50110.040000 sec): 3 clusters
  Score: Raw -191187.134037 + Penalty 2405.796744 = -188781.337292
  nChanged 0
		SP:Iteration 29F (50110.270000 sec): 3 clusters
  Score: Raw -191187.134037 + Penalty 2405.796744 = -188781.337292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50110.330000 sec): 2 clusters
  Score: Raw -90727.943835 + Penalty 1093.984240 = -89633.959595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50110.520000 sec): 3 clusters
  Score: Raw -90552.907006 + Penalty 2187.968480 = -88364.938527
  nChanged 235
		SP:Iteration 1F (50110.710000 sec): 3 clusters
  Score: Raw -90858.886317 + Penalty 2187.968480 = -88670.917838
  nChanged 84
		SP:Iteration 2F (50110.900000 sec): 3 clusters
  Score: Raw -90996.182602 + Penalty 2187.968480 = -88808.214122
  nChanged 44
		SP:Iteration 3F (50111.050000 sec): 3 clusters
  Score: Raw -91086.374966 + Penalty 2187.968480 = -88898.406487
  nChanged 34
		SP:Iteration 4Q (50111.230000 sec): 3 clusters
  Score: Raw -91165.498851 + Penalty 2187.968480 = -88977.530371
  nChanged 31
		SP:Iteration 5Q (50111.410000 sec): 3 clusters
  Score: Raw -91223.309257 + Penalty 2187.968480 = -89035.340778
  nChanged 23
		SP:Iteration 6Q (50111.590000 sec): 3 clusters
  Score: Raw -91263.166768 + Penalty 2187.968480 = -89075.198289
  nChanged 14
		SP:Iteration 7Q (50111.770000 sec): 3 clusters
  Score: Raw -91289.113032 + Penalty 2187.968480 = -89101.144552
  nChanged 14
		SP:Iteration 8Q (50111.970000 sec): 3 clusters
  Score: Raw -91311.582165 + Penalty 2187.968480 = -89123.613685
  nChanged 14
		SP:Iteration 9Q (50112.130000 sec): 3 clusters
  Score: Raw -91335.816471 + Penalty 2187.968480 = -89147.847992
  nChanged 17
		SP:Iteration 10Q (50112.270000 sec): 3 clusters
  Score: Raw -91363.876484 + Penalty 2187.968480 = -89175.908004
  nChanged 10
		SP:Iteration 11Q (50112.500000 sec): 3 clusters
  Score: Raw -91376.546548 + Penalty 2187.968480 = -89188.578068
  nChanged 8
		SP:Iteration 12Q (50112.680000 sec): 3 clusters
  Score: Raw -91384.601058 + Penalty 2187.968480 = -89196.632578
  nChanged 12
		SP:Iteration 13Q (50112.840000 sec): 3 clusters
  Score: Raw -91399.232159 + Penalty 2187.968480 = -89211.263679
  nChanged 8
		SP:Iteration 14Q (50113.030000 sec): 3 clusters
  Score: Raw -91407.717871 + Penalty 2187.968480 = -89219.749391
  nChanged 9
		SP:Iteration 15Q (50113.180000 sec): 3 clusters
  Score: Raw -91416.951199 + Penalty 2187.968480 = -89228.982719
  nChanged 8
		SP:Iteration 16Q (50113.370000 sec): 3 clusters
  Score: Raw -91429.820653 + Penalty 2187.968480 = -89241.852173
  nChanged 9
		SP:Iteration 17Q (50113.530000 sec): 3 clusters
  Score: Raw -91445.663875 + Penalty 2187.968480 = -89257.695395
  nChanged 7
		SP:Iteration 18Q (50113.720000 sec): 3 clusters
  Score: Raw -91454.142205 + Penalty 2187.968480 = -89266.173725
  nChanged 9
		SP:Iteration 19Q (50113.890000 sec): 3 clusters
  Score: Raw -91463.627894 + Penalty 2187.968480 = -89275.659415
  nChanged 10
		SP:Iteration 20F (50114.050000 sec): 3 clusters
  Score: Raw -91478.346659 + Penalty 2187.968480 = -89290.378179
  nChanged 7
		SP:Iteration 21Q (50114.270000 sec): 3 clusters
  Score: Raw -91487.111657 + Penalty 2187.968480 = -89299.143178
  nChanged 11
		SP:Iteration 22Q (50114.450000 sec): 3 clusters
  Score: Raw -91497.349289 + Penalty 2187.968480 = -89309.380809
  nChanged 7
		SP:Iteration 23Q (50114.620000 sec): 3 clusters
  Score: Raw -91504.205744 + Penalty 2187.968480 = -89316.237265
  nChanged 6
		SP:Iteration 24Q (50114.770000 sec): 3 clusters
  Score: Raw -91509.588561 + Penalty 2187.968480 = -89321.620082
  nChanged 1
		SP:Iteration 25Q (50114.930000 sec): 3 clusters
  Score: Raw -91510.500618 + Penalty 2187.968480 = -89322.532138
  nChanged 0
		SP:Iteration 26F (50115.110000 sec): 3 clusters
  Score: Raw -91510.500618 + Penalty 2187.968480 = -89322.532138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50115.240000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50115.370000 sec): 3 clusters
  Score: Raw -62303.012132 + Penalty 2034.363976 = -60268.648156
  nChanged 101
		SP:Iteration 1F (50115.570000 sec): 3 clusters
  Score: Raw -62440.424704 + Penalty 2034.363976 = -60406.060728
  nChanged 29
		SP:Iteration 2F (50115.740000 sec): 3 clusters
  Score: Raw -62479.929426 + Penalty 2034.363976 = -60445.565450
  nChanged 5
		SP:Iteration 3Q (50115.890000 sec): 3 clusters
  Score: Raw -62485.580261 + Penalty 2034.363976 = -60451.216285
  nChanged 4
		SP:Iteration 4Q (50116.060000 sec): 3 clusters
  Score: Raw -62494.040338 + Penalty 2034.363976 = -60459.676362
  nChanged 4
		SP:Iteration 5Q (50116.260000 sec): 3 clusters
  Score: Raw -62496.768430 + Penalty 2034.363976 = -60462.404454
  nChanged 2
		SP:Iteration 6Q (50116.440000 sec): 3 clusters
  Score: Raw -62499.318294 + Penalty 2034.363976 = -60464.954318
  nChanged 1
		SP:Iteration 7Q (50116.610000 sec): 3 clusters
  Score: Raw -62500.854454 + Penalty 2034.363976 = -60466.490479
  nChanged 1
		SP:Iteration 8Q (50116.830000 sec): 3 clusters
  Score: Raw -62501.550218 + Penalty 2034.363976 = -60467.186242
  nChanged 0
		SP:Iteration 9F (50116.990000 sec): 3 clusters
  Score: Raw -62501.550218 + Penalty 2034.363976 = -60467.186242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50117.610000 sec): 2 clusters
  Score: Raw -12543246.016602 + Penalty 1875.056237 = -12541370.960365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50118.240000 sec): 3 clusters
  Score: Raw -12476351.613673 + Penalty 3750.112474 = -12472601.501198
  nChanged 49155
		SP:Iteration 1F (50118.840000 sec): 3 clusters
  Score: Raw -12505280.994385 + Penalty 3750.112474 = -12501530.881910
  nChanged 4008
		SP:Iteration 2Q (50119.520000 sec): 3 clusters
  Score: Raw -12506642.392601 + Penalty 3750.112474 = -12502892.280126
  nChanged 4644
		SP:Iteration 3Q (50120.180000 sec): 3 clusters
  Score: Raw -12508658.728594 + Penalty 3750.112474 = -12504908.616120
  nChanged 5644
		SP:Iteration 4F (50120.820000 sec): 3 clusters
  Score: Raw -12511681.975196 + Penalty 3750.112474 = -12507931.862721
  nChanged 6656
		SP:Iteration 5F (50121.510000 sec): 3 clusters
  Score: Raw -12516145.727104 + Penalty 3750.112474 = -12512395.614629
  nChanged 7514
		SP:Iteration 6F (50122.150000 sec): 3 clusters
  Score: Raw -12522127.386841 + Penalty 3750.112474 = -12518377.274367
  nChanged 7077
		SP:Iteration 7F (50122.820000 sec): 3 clusters
  Score: Raw -12528221.675094 + Penalty 3750.112474 = -12524471.562620
  nChanged 5613
		SP:Iteration 8F (50123.500000 sec): 3 clusters
  Score: Raw -12533128.574485 + Penalty 3750.112474 = -12529378.462010
  nChanged 3955
		SP:Iteration 9Q (50124.170000 sec): 3 clusters
  Score: Raw -12536395.484993 + Penalty 3750.112474 = -12532645.372518
  nChanged 2706
		SP:Iteration 10Q (50124.860000 sec): 3 clusters
  Score: Raw -12538452.778148 + Penalty 3750.112474 = -12534702.665673
  nChanged 1922
		SP:Iteration 11Q (50125.580000 sec): 3 clusters
  Score: Raw -12539784.247672 + Penalty 3750.112474 = -12536034.135197
  nChanged 1454
		SP:Iteration 12Q (50126.170000 sec): 3 clusters
  Score: Raw -12540698.088132 + Penalty 3750.112474 = -12536947.975658
  nChanged 1144
		SP:Iteration 13Q (50126.790000 sec): 3 clusters
  Score: Raw -12541346.620903 + Penalty 3750.112474 = -12537596.508428
  nChanged 912
		SP:Iteration 14Q (50127.370000 sec): 3 clusters
  Score: Raw -12541833.519663 + Penalty 3750.112474 = -12538083.407189
  nChanged 783
		SP:Iteration 15Q (50127.990000 sec): 3 clusters
  Score: Raw -12542250.569114 + Penalty 3750.112474 = -12538500.456640
  nChanged 629
		SP:Iteration 16Q (50128.720000 sec): 3 clusters
  Score: Raw -12542562.427759 + Penalty 3750.112474 = -12538812.315285
  nChanged 475
		SP:Iteration 17Q (50129.370000 sec): 3 clusters
  Score: Raw -12542776.652552 + Penalty 3750.112474 = -12539026.540077
  nChanged 373
		SP:Iteration 18Q (50129.990000 sec): 3 clusters
  Score: Raw -12542939.182233 + Penalty 3750.112474 = -12539189.069758
  nChanged 354
		SP:Iteration 19Q (50130.610000 sec): 3 clusters
  Score: Raw -12543106.378578 + Penalty 3750.112474 = -12539356.266103
  nChanged 284
		SP:Iteration 20F (50131.250000 sec): 3 clusters
  Score: Raw -12543230.314063 + Penalty 3750.112474 = -12539480.201589
  nChanged 222
		SP:Iteration 21Q (50131.920000 sec): 3 clusters
  Score: Raw -12543320.137991 + Penalty 3750.112474 = -12539570.025517
  nChanged 193
		SP:Iteration 22Q (50132.550000 sec): 3 clusters
  Score: Raw -12543389.177382 + Penalty 3750.112474 = -12539639.064907
  nChanged 145
		SP:Iteration 23Q (50133.180000 sec): 3 clusters
  Score: Raw -12543438.145833 + Penalty 3750.112474 = -12539688.033359
  nChanged 131
		SP:Iteration 24Q (50133.820000 sec): 3 clusters
  Score: Raw -12543485.244422 + Penalty 3750.112474 = -12539735.131948
  nChanged 106
		SP:Iteration 25Q (50134.430000 sec): 3 clusters
  Score: Raw -12543516.329708 + Penalty 3750.112474 = -12539766.217234
  nChanged 70
		SP:Iteration 26Q (50135.040000 sec): 3 clusters
  Score: Raw -12543535.281247 + Penalty 3750.112474 = -12539785.168773
  nChanged 59
		SP:Iteration 27Q (50135.680000 sec): 3 clusters
  Score: Raw -12543551.860665 + Penalty 3750.112474 = -12539801.748190
  nChanged 60
		SP:Iteration 28Q (50136.320000 sec): 3 clusters
  Score: Raw -12543568.252664 + Penalty 3750.112474 = -12539818.140190
  nChanged 49
		SP:Iteration 29Q (50136.950000 sec): 3 clusters
  Score: Raw -12543580.415762 + Penalty 3750.112474 = -12539830.303288
  nChanged 39
		SP:Iteration 30Q (50137.570000 sec): 3 clusters
  Score: Raw -12543590.944787 + Penalty 3750.112474 = -12539840.832312
  nChanged 45
		SP:Iteration 31Q (50138.210000 sec): 3 clusters
  Score: Raw -12543604.130001 + Penalty 3750.112474 = -12539854.017527
  nChanged 37
		SP:Iteration 32Q (50138.850000 sec): 3 clusters
  Score: Raw -12543614.547775 + Penalty 3750.112474 = -12539864.435301
  nChanged 38
		SP:Iteration 33Q (50139.480000 sec): 3 clusters
  Score: Raw -12543628.051219 + Penalty 3750.112474 = -12539877.938745
  nChanged 41
		SP:Iteration 34Q (50140.130000 sec): 3 clusters
  Score: Raw -12543641.267602 + Penalty 3750.112474 = -12539891.155128
  nChanged 52
		SP:Iteration 35Q (50140.790000 sec): 3 clusters
  Score: Raw -12543656.074895 + Penalty 3750.112474 = -12539905.962421
  nChanged 32
		SP:Iteration 36Q (50141.440000 sec): 3 clusters
  Score: Raw -12543665.041274 + Penalty 3750.112474 = -12539914.928800
  nChanged 30
		SP:Iteration 37Q (50142.060000 sec): 3 clusters
  Score: Raw -12543673.253941 + Penalty 3750.112474 = -12539923.141467
  nChanged 24
		SP:Iteration 38Q (50142.710000 sec): 3 clusters
  Score: Raw -12543679.275754 + Penalty 3750.112474 = -12539929.163280
  nChanged 17
		SP:Iteration 39Q (50143.360000 sec): 3 clusters
  Score: Raw -12543683.430825 + Penalty 3750.112474 = -12539933.318351
  nChanged 19
		SP:Iteration 40F (50144.040000 sec): 3 clusters
  Score: Raw -12543688.790967 + Penalty 3750.112474 = -12539938.678493
  nChanged 19
		SP:Iteration 41Q (50144.660000 sec): 3 clusters
  Score: Raw -12543695.437116 + Penalty 3750.112474 = -12539945.324641
  nChanged 19
		SP:Iteration 42Q (50145.350000 sec): 3 clusters
  Score: Raw -12543701.974578 + Penalty 3750.112474 = -12539951.862103
  nChanged 21
		SP:Iteration 43Q (50146.030000 sec): 3 clusters
  Score: Raw -12543709.070719 + Penalty 3750.112474 = -12539958.958245
  nChanged 18
		SP:Iteration 44Q (50146.710000 sec): 3 clusters
  Score: Raw -12543715.546266 + Penalty 3750.112474 = -12539965.433792
  nChanged 19
		SP:Iteration 45Q (50147.360000 sec): 3 clusters
  Score: Raw -12543720.008879 + Penalty 3750.112474 = -12539969.896404
  nChanged 13
		SP:Iteration 46Q (50148.070000 sec): 3 clusters
  Score: Raw -12543722.265044 + Penalty 3750.112474 = -12539972.152569
  nChanged 9
		SP:Iteration 47Q (50148.720000 sec): 3 clusters
  Score: Raw -12543724.153391 + Penalty 3750.112474 = -12539974.040917
  nChanged 5
		SP:Iteration 48Q (50149.360000 sec): 3 clusters
  Score: Raw -12543725.079767 + Penalty 3750.112474 = -12539974.967293
  nChanged 2
		SP:Iteration 49Q (50149.960000 sec): 3 clusters
  Score: Raw -12543725.428912 + Penalty 3750.112474 = -12539975.316437
  nChanged 3
		SP:Iteration 50Q (50150.590000 sec): 3 clusters
  Score: Raw -12543725.976162 + Penalty 3750.112474 = -12539975.863687
  nChanged 1
		SP:Iteration 51Q (50151.140000 sec): 3 clusters
  Score: Raw -12543726.258509 + Penalty 3750.112474 = -12539976.146035
  nChanged 0
		SP:Iteration 52F (50151.770000 sec): 3 clusters
  Score: Raw -12543726.258509 + Penalty 3750.112474 = -12539976.146035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (12740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50151.970000 sec): 2 clusters
  Score: Raw -1546079.505071 + Penalty 1536.031563 = -1544543.473508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50152.220000 sec): 3 clusters
  Score: Raw -1538627.652094 + Penalty 3072.063127 = -1535555.588967
  nChanged 5666
		SP:Iteration 1F (50152.470000 sec): 3 clusters
  Score: Raw -1541724.535802 + Penalty 3072.063127 = -1538652.472675
  nChanged 848
		SP:Iteration 2F (50152.680000 sec): 3 clusters
  Score: Raw -1542128.169471 + Penalty 3072.063127 = -1539056.106344
  nChanged 723
		SP:Iteration 3F (50152.880000 sec): 3 clusters
  Score: Raw -1542470.897892 + Penalty 3072.063127 = -1539398.834765
  nChanged 690
		SP:Iteration 4F (50153.100000 sec): 3 clusters
  Score: Raw -1542838.526543 + Penalty 3072.063127 = -1539766.463416
  nChanged 699
		SP:Iteration 5F (50153.350000 sec): 3 clusters
  Score: Raw -1543279.426317 + Penalty 3072.063127 = -1540207.363190
  nChanged 735
		SP:Iteration 6F (50153.600000 sec): 3 clusters
  Score: Raw -1543767.512477 + Penalty 3072.063127 = -1540695.449350
  nChanged 661
		SP:Iteration 7F (50153.830000 sec): 3 clusters
  Score: Raw -1544212.993719 + Penalty 3072.063127 = -1541140.930592
  nChanged 607
		SP:Iteration 8Q (50154.080000 sec): 3 clusters
  Score: Raw -1544683.502734 + Penalty 3072.063127 = -1541611.439607
  nChanged 549
		SP:Iteration 9Q (50154.310000 sec): 3 clusters
  Score: Raw -1545134.100543 + Penalty 3072.063127 = -1542062.037416
  nChanged 457
		SP:Iteration 10Q (50154.540000 sec): 3 clusters
  Score: Raw -1545528.887199 + Penalty 3072.063127 = -1542456.824072
  nChanged 341
		SP:Iteration 11Q (50154.740000 sec): 3 clusters
  Score: Raw -1545804.707494 + Penalty 3072.063127 = -1542732.644367
  nChanged 238
		SP:Iteration 12Q (50155.000000 sec): 3 clusters
  Score: Raw -1545997.377303 + Penalty 3072.063127 = -1542925.314176
  nChanged 167
		SP:Iteration 13Q (50155.240000 sec): 3 clusters
  Score: Raw -1546131.036611 + Penalty 3072.063127 = -1543058.973484
  nChanged 122
		SP:Iteration 14Q (50155.440000 sec): 3 clusters
  Score: Raw -1546226.725829 + Penalty 3072.063127 = -1543154.662702
  nChanged 95
		SP:Iteration 15Q (50155.660000 sec): 3 clusters
  Score: Raw -1546294.272705 + Penalty 3072.063127 = -1543222.209578
  nChanged 72
		SP:Iteration 16Q (50155.910000 sec): 3 clusters
  Score: Raw -1546353.267749 + Penalty 3072.063127 = -1543281.204623
  nChanged 71
		SP:Iteration 17Q (50156.140000 sec): 3 clusters
  Score: Raw -1546411.917572 + Penalty 3072.063127 = -1543339.854445
  nChanged 53
		SP:Iteration 18Q (50156.380000 sec): 3 clusters
  Score: Raw -1546453.938570 + Penalty 3072.063127 = -1543381.875443
  nChanged 54
		SP:Iteration 19Q (50156.600000 sec): 3 clusters
  Score: Raw -1546492.237245 + Penalty 3072.063127 = -1543420.174118
  nChanged 47
		SP:Iteration 20F (50156.800000 sec): 3 clusters
  Score: Raw -1546523.645399 + Penalty 3072.063127 = -1543451.582272
  nChanged 35
		SP:Iteration 21Q (50157.070000 sec): 3 clusters
  Score: Raw -1546544.737206 + Penalty 3072.063127 = -1543472.674079
  nChanged 30
		SP:Iteration 22Q (50157.300000 sec): 3 clusters
  Score: Raw -1546559.972530 + Penalty 3072.063127 = -1543487.909403
  nChanged 22
		SP:Iteration 23Q (50157.520000 sec): 3 clusters
  Score: Raw -1546569.889498 + Penalty 3072.063127 = -1543497.826371
  nChanged 19
		SP:Iteration 24Q (50157.710000 sec): 3 clusters
  Score: Raw -1546581.321445 + Penalty 3072.063127 = -1543509.258318
  nChanged 19
		SP:Iteration 25Q (50157.950000 sec): 3 clusters
  Score: Raw -1546590.499151 + Penalty 3072.063127 = -1543518.436024
  nChanged 12
		SP:Iteration 26Q (50158.190000 sec): 3 clusters
  Score: Raw -1546594.430256 + Penalty 3072.063127 = -1543522.367129
  nChanged 4
		SP:Iteration 27Q (50158.420000 sec): 3 clusters
  Score: Raw -1546596.404254 + Penalty 3072.063127 = -1543524.341127
  nChanged 8
		SP:Iteration 28Q (50158.620000 sec): 3 clusters
  Score: Raw -1546600.284760 + Penalty 3072.063127 = -1543528.221633
  nChanged 8
		SP:Iteration 29Q (50158.860000 sec): 3 clusters
  Score: Raw -1546604.826049 + Penalty 3072.063127 = -1543532.762922
  nChanged 15
		SP:Iteration 30Q (50159.060000 sec): 3 clusters
  Score: Raw -1546615.128179 + Penalty 3072.063127 = -1543543.065053
  nChanged 19
		SP:Iteration 31Q (50159.300000 sec): 3 clusters
  Score: Raw -1546629.902641 + Penalty 3072.063127 = -1543557.839514
  nChanged 29
		SP:Iteration 32Q (50159.510000 sec): 3 clusters
  Score: Raw -1546655.455028 + Penalty 3072.063127 = -1543583.391901
  nChanged 37
		SP:Iteration 33Q (50159.760000 sec): 3 clusters
  Score: Raw -1546688.592448 + Penalty 3072.063127 = -1543616.529321
  nChanged 37
		SP:Iteration 34Q (50159.990000 sec): 3 clusters
  Score: Raw -1546723.627159 + Penalty 3072.063127 = -1543651.564032
  nChanged 41
		SP:Iteration 35Q (50160.190000 sec): 3 clusters
  Score: Raw -1546755.854694 + Penalty 3072.063127 = -1543683.791567
  nChanged 48
		SP:Iteration 36Q (50160.440000 sec): 3 clusters
  Score: Raw -1546789.864627 + Penalty 3072.063127 = -1543717.801500
  nChanged 45
		SP:Iteration 37Q (50160.640000 sec): 3 clusters
  Score: Raw -1546821.031661 + Penalty 3072.063127 = -1543748.968534
  nChanged 40
		SP:Iteration 38Q (50160.870000 sec): 3 clusters
  Score: Raw -1546838.221954 + Penalty 3072.063127 = -1543766.158827
  nChanged 25
		SP:Iteration 39Q (50161.110000 sec): 3 clusters
  Score: Raw -1546851.123029 + Penalty 3072.063127 = -1543779.059902
  nChanged 13
		SP:Iteration 40F (50161.370000 sec): 3 clusters
  Score: Raw -1546909.099474 + Penalty 3072.063127 = -1543837.036347
  nChanged 40
		SP:Iteration 41Q (50161.550000 sec): 3 clusters
  Score: Raw -1546944.929967 + Penalty 3072.063127 = -1543872.866840
  nChanged 39
		SP:Iteration 42Q (50161.770000 sec): 3 clusters
  Score: Raw -1546968.487481 + Penalty 3072.063127 = -1543896.424354
  nChanged 41
		SP:Iteration 43Q (50162.050000 sec): 3 clusters
  Score: Raw -1546993.622599 + Penalty 3072.063127 = -1543921.559472
  nChanged 35
		SP:Iteration 44Q (50162.240000 sec): 3 clusters
  Score: Raw -1547010.532634 + Penalty 3072.063127 = -1543938.469507
  nChanged 38
		SP:Iteration 45Q (50162.480000 sec): 3 clusters
  Score: Raw -1547026.879309 + Penalty 3072.063127 = -1543954.816182
  nChanged 35
		SP:Iteration 46Q (50162.710000 sec): 3 clusters
  Score: Raw -1547042.983726 + Penalty 3072.063127 = -1543970.920599
  nChanged 39
		SP:Iteration 47Q (50162.910000 sec): 3 clusters
  Score: Raw -1547058.556782 + Penalty 3072.063127 = -1543986.493655
  nChanged 39
		SP:Iteration 48Q (50163.130000 sec): 3 clusters
  Score: Raw -1547075.272773 + Penalty 3072.063127 = -1544003.209646
  nChanged 45
		SP:Iteration 49Q (50163.340000 sec): 3 clusters
  Score: Raw -1547093.777603 + Penalty 3072.063127 = -1544021.714476
  nChanged 34
		SP:Iteration 50Q (50163.590000 sec): 3 clusters
  Score: Raw -1547104.672933 + Penalty 3072.063127 = -1544032.609806
  nChanged 24
		SP:Iteration 51Q (50163.830000 sec): 3 clusters
  Score: Raw -1547114.063179 + Penalty 3072.063127 = -1544042.000052
  nChanged 23
		SP:Iteration 52Q (50164.030000 sec): 3 clusters
  Score: Raw -1547119.343370 + Penalty 3072.063127 = -1544047.280243
  nChanged 14
		SP:Iteration 53Q (50164.270000 sec): 3 clusters
  Score: Raw -1547123.311610 + Penalty 3072.063127 = -1544051.248483
  nChanged 13
		SP:Iteration 54Q (50164.460000 sec): 3 clusters
  Score: Raw -1547127.289178 + Penalty 3072.063127 = -1544055.226051
  nChanged 11
		SP:Iteration 55Q (50164.690000 sec): 3 clusters
  Score: Raw -1547131.459233 + Penalty 3072.063127 = -1544059.396106
  nChanged 9
		SP:Iteration 56Q (50164.880000 sec): 3 clusters
  Score: Raw -1547134.603819 + Penalty 3072.063127 = -1544062.540692
  nChanged 15
		SP:Iteration 57Q (50165.150000 sec): 3 clusters
  Score: Raw -1547138.873291 + Penalty 3072.063127 = -1544066.810164
  nChanged 9
		SP:Iteration 58Q (50165.360000 sec): 3 clusters
  Score: Raw -1547141.263672 + Penalty 3072.063127 = -1544069.200545
  nChanged 4
		SP:Iteration 59Q (50165.560000 sec): 3 clusters
  Score: Raw -1547142.010238 + Penalty 3072.063127 = -1544069.947111
  nChanged 5
		SP:Iteration 60F (50165.820000 sec): 3 clusters
  Score: Raw -1547143.026170 + Penalty 3072.063127 = -1544070.963043
  nChanged 5
		SP:Iteration 61Q (50166.040000 sec): 3 clusters
  Score: Raw -1547143.922143 + Penalty 3072.063127 = -1544071.859016
  nChanged 3
		SP:Iteration 62Q (50166.260000 sec): 3 clusters
  Score: Raw -1547145.032814 + Penalty 3072.063127 = -1544072.969687
  nChanged 5
		SP:Iteration 63Q (50166.480000 sec): 3 clusters
  Score: Raw -1547146.271106 + Penalty 3072.063127 = -1544074.207979
  nChanged 5
		SP:Iteration 64Q (50166.720000 sec): 3 clusters
  Score: Raw -1547147.453300 + Penalty 3072.063127 = -1544075.390173
  nChanged 6
		SP:Iteration 65Q (50166.930000 sec): 3 clusters
  Score: Raw -1547148.554722 + Penalty 3072.063127 = -1544076.491595
  nChanged 7
		SP:Iteration 66Q (50167.150000 sec): 3 clusters
  Score: Raw -1547149.989614 + Penalty 3072.063127 = -1544077.926487
  nChanged 5
		SP:Iteration 67Q (50167.390000 sec): 3 clusters
  Score: Raw -1547151.746625 + Penalty 3072.063127 = -1544079.683498
  nChanged 6
		SP:Iteration 68Q (50167.630000 sec): 3 clusters
  Score: Raw -1547152.807300 + Penalty 3072.063127 = -1544080.744173
  nChanged 4
		SP:Iteration 69Q (50167.850000 sec): 3 clusters
  Score: Raw -1547153.684913 + Penalty 3072.063127 = -1544081.621786
  nChanged 3
		SP:Iteration 70Q (50168.110000 sec): 3 clusters
  Score: Raw -1547153.856323 + Penalty 3072.063127 = -1544081.793196
  nChanged 2
		SP:Iteration 71Q (50168.330000 sec): 3 clusters
  Score: Raw -1547154.044679 + Penalty 3072.063127 = -1544081.981552
  nChanged 1
		SP:Iteration 72Q (50168.550000 sec): 3 clusters
  Score: Raw -1547155.072334 + Penalty 3072.063127 = -1544083.009207
  nChanged 2
		SP:Iteration 73Q (50168.770000 sec): 3 clusters
  Score: Raw -1547155.918073 + Penalty 3072.063127 = -1544083.854946
  nChanged 2
		SP:Iteration 74Q (50168.980000 sec): 3 clusters
  Score: Raw -1547156.490552 + Penalty 3072.063127 = -1544084.427425
  nChanged 2
		SP:Iteration 75Q (50169.240000 sec): 3 clusters
  Score: Raw -1547157.007897 + Penalty 3072.063127 = -1544084.944770
  nChanged 3
		SP:Iteration 76Q (50169.470000 sec): 3 clusters
  Score: Raw -1547157.944077 + Penalty 3072.063127 = -1544085.880950
  nChanged 4
		SP:Iteration 77Q (50169.650000 sec): 3 clusters
  Score: Raw -1547158.836418 + Penalty 3072.063127 = -1544086.773291
  nChanged 2
		SP:Iteration 78Q (50169.890000 sec): 3 clusters
  Score: Raw -1547159.510578 + Penalty 3072.063127 = -1544087.447451
  nChanged 4
		SP:Iteration 79Q (50170.150000 sec): 3 clusters
  Score: Raw -1547160.203002 + Penalty 3072.063127 = -1544088.139875
  nChanged 0
		SP:Iteration 80F (50170.340000 sec): 3 clusters
  Score: Raw -1547160.203002 + Penalty 3072.063127 = -1544088.139875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50170.450000 sec): 2 clusters
  Score: Raw -141374.454796 + Penalty 1152.947961 = -140221.506835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50170.630000 sec): 3 clusters
  Score: Raw -140950.857809 + Penalty 2305.895923 = -138644.961886
  nChanged 368
		SP:Iteration 1F (50170.810000 sec): 3 clusters
  Score: Raw -141229.971207 + Penalty 2305.895923 = -138924.075285
  nChanged 92
		SP:Iteration 2F (50170.970000 sec): 3 clusters
  Score: Raw -141310.247877 + Penalty 2305.895923 = -139004.351954
  nChanged 36
		SP:Iteration 3Q (50171.160000 sec): 3 clusters
  Score: Raw -141339.709062 + Penalty 2305.895923 = -139033.813140
  nChanged 23
		SP:Iteration 4Q (50171.360000 sec): 3 clusters
  Score: Raw -141359.942737 + Penalty 2305.895923 = -139054.046814
  nChanged 21
		SP:Iteration 5Q (50171.570000 sec): 3 clusters
  Score: Raw -141379.706459 + Penalty 2305.895923 = -139073.810536
  nChanged 10
		SP:Iteration 6Q (50171.700000 sec): 3 clusters
  Score: Raw -141388.537243 + Penalty 2305.895923 = -139082.641321
  nChanged 10
		SP:Iteration 7Q (50171.890000 sec): 3 clusters
  Score: Raw -141399.452977 + Penalty 2305.895923 = -139093.557054
  nChanged 9
		SP:Iteration 8Q (50172.050000 sec): 3 clusters
  Score: Raw -141405.375841 + Penalty 2305.895923 = -139099.479919
  nChanged 6
		SP:Iteration 9Q (50172.210000 sec): 3 clusters
  Score: Raw -141411.466423 + Penalty 2305.895923 = -139105.570500
  nChanged 11
		SP:Iteration 10Q (50172.390000 sec): 3 clusters
  Score: Raw -141418.408624 + Penalty 2305.895923 = -139112.512702
  nChanged 5
		SP:Iteration 11Q (50172.570000 sec): 3 clusters
  Score: Raw -141421.940873 + Penalty 2305.895923 = -139116.044951
  nChanged 5
		SP:Iteration 12Q (50172.740000 sec): 3 clusters
  Score: Raw -141425.071162 + Penalty 2305.895923 = -139119.175240
  nChanged 4
		SP:Iteration 13Q (50172.930000 sec): 3 clusters
  Score: Raw -141428.028626 + Penalty 2305.895923 = -139122.132703
  nChanged 3
		SP:Iteration 14Q (50173.110000 sec): 3 clusters
  Score: Raw -141429.984567 + Penalty 2305.895923 = -139124.088644
  nChanged 1
		SP:Iteration 15Q (50173.270000 sec): 3 clusters
  Score: Raw -141430.184549 + Penalty 2305.895923 = -139124.288626
  nChanged 0
		SP:Iteration 16F (50173.450000 sec): 3 clusters
  Score: Raw -141430.184549 + Penalty 2305.895923 = -139124.288626
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50173.600000 sec): 2 clusters
  Score: Raw -510033.007915 + Penalty 1368.754119 = -508664.253796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50173.770000 sec): 3 clusters
  Score: Raw -507726.362600 + Penalty 2737.508237 = -504988.854362
  nChanged 1824
		SP:Iteration 1F (50173.940000 sec): 3 clusters
  Score: Raw -508775.262118 + Penalty 2737.508237 = -506037.753880
  nChanged 352
		SP:Iteration 2F (50174.130000 sec): 3 clusters
  Score: Raw -509008.604367 + Penalty 2737.508237 = -506271.096130
  nChanged 277
		SP:Iteration 3F (50174.310000 sec): 3 clusters
  Score: Raw -509213.933530 + Penalty 2737.508237 = -506476.425293
  nChanged 247
		SP:Iteration 4F (50174.490000 sec): 3 clusters
  Score: Raw -509375.042159 + Penalty 2737.508237 = -506637.533922
  nChanged 201
		SP:Iteration 5Q (50174.670000 sec): 3 clusters
  Score: Raw -509500.718095 + Penalty 2737.508237 = -506763.209858
  nChanged 208
		SP:Iteration 6Q (50174.860000 sec): 3 clusters
  Score: Raw -509619.274150 + Penalty 2737.508237 = -506881.765913
  nChanged 168
		SP:Iteration 7Q (50175.030000 sec): 3 clusters
  Score: Raw -509728.975794 + Penalty 2737.508237 = -506991.467556
  nChanged 173
		SP:Iteration 8Q (50175.210000 sec): 3 clusters
  Score: Raw -509835.697997 + Penalty 2737.508237 = -507098.189760
  nChanged 151
		SP:Iteration 9Q (50175.350000 sec): 3 clusters
  Score: Raw -509915.173177 + Penalty 2737.508237 = -507177.664940
  nChanged 128
		SP:Iteration 10Q (50175.550000 sec): 3 clusters
  Score: Raw -509988.297890 + Penalty 2737.508237 = -507250.789653
  nChanged 113
		SP:Iteration 11Q (50175.720000 sec): 3 clusters
  Score: Raw -510045.295819 + Penalty 2737.508237 = -507307.787582
  nChanged 82
		SP:Iteration 12Q (50175.940000 sec): 3 clusters
  Score: Raw -510088.901641 + Penalty 2737.508237 = -507351.393404
  nChanged 82
		SP:Iteration 13Q (50176.130000 sec): 3 clusters
  Score: Raw -510135.495691 + Penalty 2737.508237 = -507397.987454
  nChanged 60
		SP:Iteration 14Q (50176.330000 sec): 3 clusters
  Score: Raw -510163.571864 + Penalty 2737.508237 = -507426.063627
  nChanged 59
		SP:Iteration 15Q (50176.510000 sec): 3 clusters
  Score: Raw -510189.532864 + Penalty 2737.508237 = -507452.024627
  nChanged 54
		SP:Iteration 16Q (50176.700000 sec): 3 clusters
  Score: Raw -510211.333078 + Penalty 2737.508237 = -507473.824841
  nChanged 54
		SP:Iteration 17Q (50176.860000 sec): 3 clusters
  Score: Raw -510233.997385 + Penalty 2737.508237 = -507496.489148
  nChanged 45
		SP:Iteration 18Q (50177.040000 sec): 3 clusters
  Score: Raw -510253.194749 + Penalty 2737.508237 = -507515.686512
  nChanged 43
		SP:Iteration 19Q (50177.200000 sec): 3 clusters
  Score: Raw -510267.882920 + Penalty 2737.508237 = -507530.374683
  nChanged 38
		SP:Iteration 20F (50177.360000 sec): 3 clusters
  Score: Raw -510284.553916 + Penalty 2737.508237 = -507547.045679
  nChanged 40
		SP:Iteration 21Q (50177.560000 sec): 3 clusters
  Score: Raw -510300.964890 + Penalty 2737.508237 = -507563.456653
  nChanged 33
		SP:Iteration 22Q (50177.750000 sec): 3 clusters
  Score: Raw -510315.781101 + Penalty 2737.508237 = -507578.272864
  nChanged 31
		SP:Iteration 23Q (50177.910000 sec): 3 clusters
  Score: Raw -510328.855243 + Penalty 2737.508237 = -507591.347006
  nChanged 26
		SP:Iteration 24Q (50178.080000 sec): 3 clusters
  Score: Raw -510339.324080 + Penalty 2737.508237 = -507601.815843
  nChanged 29
		SP:Iteration 25Q (50178.260000 sec): 3 clusters
  Score: Raw -510349.862631 + Penalty 2737.508237 = -507612.354394
  nChanged 27
		SP:Iteration 26Q (50178.460000 sec): 3 clusters
  Score: Raw -510361.263539 + Penalty 2737.508237 = -507623.755302
  nChanged 29
		SP:Iteration 27Q (50178.650000 sec): 3 clusters
  Score: Raw -510372.387716 + Penalty 2737.508237 = -507634.879479
  nChanged 37
		SP:Iteration 28Q (50178.810000 sec): 3 clusters
  Score: Raw -510385.472629 + Penalty 2737.508237 = -507647.964391
  nChanged 30
		SP:Iteration 29Q (50179.020000 sec): 3 clusters
  Score: Raw -510395.984818 + Penalty 2737.508237 = -507658.476580
  nChanged 16
		SP:Iteration 30Q (50179.200000 sec): 3 clusters
  Score: Raw -510400.752281 + Penalty 2737.508237 = -507663.244044
  nChanged 18
		SP:Iteration 31Q (50179.420000 sec): 3 clusters
  Score: Raw -510406.691096 + Penalty 2737.508237 = -507669.182859
  nChanged 12
		SP:Iteration 32Q (50179.620000 sec): 3 clusters
  Score: Raw -510410.209323 + Penalty 2737.508237 = -507672.701086
  nChanged 7
		SP:Iteration 33Q (50179.830000 sec): 3 clusters
  Score: Raw -510411.512478 + Penalty 2737.508237 = -507674.004241
  nChanged 6
		SP:Iteration 34Q (50180.000000 sec): 3 clusters
  Score: Raw -510412.817767 + Penalty 2737.508237 = -507675.309530
  nChanged 6
		SP:Iteration 35Q (50180.200000 sec): 3 clusters
  Score: Raw -510414.414440 + Penalty 2737.508237 = -507676.906203
  nChanged 4
		SP:Iteration 36Q (50180.380000 sec): 3 clusters
  Score: Raw -510417.542123 + Penalty 2737.508237 = -507680.033886
  nChanged 9
		SP:Iteration 37Q (50180.520000 sec): 3 clusters
  Score: Raw -510421.568031 + Penalty 2737.508237 = -507684.059794
  nChanged 15
		SP:Iteration 38Q (50180.700000 sec): 3 clusters
  Score: Raw -510427.353328 + Penalty 2737.508237 = -507689.845091
  nChanged 10
		SP:Iteration 39Q (50180.870000 sec): 3 clusters
  Score: Raw -510429.915675 + Penalty 2737.508237 = -507692.407438
  nChanged 14
		SP:Iteration 40F (50181.060000 sec): 3 clusters
  Score: Raw -510434.504983 + Penalty 2737.508237 = -507696.996746
  nChanged 14
		SP:Iteration 41Q (50181.240000 sec): 3 clusters
  Score: Raw -510439.104485 + Penalty 2737.508237 = -507701.596248
  nChanged 13
		SP:Iteration 42Q (50181.430000 sec): 3 clusters
  Score: Raw -510444.003545 + Penalty 2737.508237 = -507706.495308
  nChanged 12
		SP:Iteration 43Q (50181.580000 sec): 3 clusters
  Score: Raw -510447.784931 + Penalty 2737.508237 = -507710.276694
  nChanged 7
		SP:Iteration 44Q (50181.790000 sec): 3 clusters
  Score: Raw -510450.327260 + Penalty 2737.508237 = -507712.819023
  nChanged 8
		SP:Iteration 45Q (50182.000000 sec): 3 clusters
  Score: Raw -510453.422081 + Penalty 2737.508237 = -507715.913844
  nChanged 8
		SP:Iteration 46Q (50182.190000 sec): 3 clusters
  Score: Raw -510457.503099 + Penalty 2737.508237 = -507719.994862
  nChanged 9
		SP:Iteration 47Q (50182.390000 sec): 3 clusters
  Score: Raw -510460.709124 + Penalty 2737.508237 = -507723.200887
  nChanged 9
		SP:Iteration 48Q (50182.550000 sec): 3 clusters
  Score: Raw -510466.201104 + Penalty 2737.508237 = -507728.692867
  nChanged 11
		SP:Iteration 49Q (50182.790000 sec): 3 clusters
  Score: Raw -510472.508477 + Penalty 2737.508237 = -507735.000240
  nChanged 11
		SP:Iteration 50Q (50182.980000 sec): 3 clusters
  Score: Raw -510480.565473 + Penalty 2737.508237 = -507743.057236
  nChanged 18
		SP:Iteration 51Q (50183.160000 sec): 3 clusters
  Score: Raw -510486.295753 + Penalty 2737.508237 = -507748.787516
  nChanged 11
		SP:Iteration 52Q (50183.370000 sec): 3 clusters
  Score: Raw -510490.469276 + Penalty 2737.508237 = -507752.961039
  nChanged 10
		SP:Iteration 53Q (50183.570000 sec): 3 clusters
  Score: Raw -510495.216956 + Penalty 2737.508237 = -507757.708719
  nChanged 12
		SP:Iteration 54Q (50183.710000 sec): 3 clusters
  Score: Raw -510502.582988 + Penalty 2737.508237 = -507765.074751
  nChanged 14
		SP:Iteration 55Q (50183.920000 sec): 3 clusters
  Score: Raw -510509.234427 + Penalty 2737.508237 = -507771.726190
  nChanged 11
		SP:Iteration 56Q (50184.070000 sec): 3 clusters
  Score: Raw -510514.237813 + Penalty 2737.508237 = -507776.729576
  nChanged 14
		SP:Iteration 57Q (50184.270000 sec): 3 clusters
  Score: Raw -510523.744955 + Penalty 2737.508237 = -507786.236718
  nChanged 19
		SP:Iteration 58Q (50184.510000 sec): 3 clusters
  Score: Raw -510540.926609 + Penalty 2737.508237 = -507803.418371
  nChanged 24
		SP:Iteration 59Q (50184.710000 sec): 3 clusters
  Score: Raw -510560.063761 + Penalty 2737.508237 = -507822.555524
  nChanged 34
		SP:Iteration 60F (50184.850000 sec): 3 clusters
  Score: Raw -510587.313800 + Penalty 2737.508237 = -507849.805563
  nChanged 32
		SP:Iteration 61Q (50185.080000 sec): 3 clusters
  Score: Raw -510625.854655 + Penalty 2737.508237 = -507888.346418
  nChanged 38
		SP:Iteration 62Q (50185.250000 sec): 3 clusters
  Score: Raw -510678.831205 + Penalty 2737.508237 = -507941.322968
  nChanged 47
		SP:Iteration 63Q (50185.420000 sec): 3 clusters
  Score: Raw -510721.775151 + Penalty 2737.508237 = -507984.266914
  nChanged 38
		SP:Iteration 64Q (50185.640000 sec): 3 clusters
  Score: Raw -510743.770382 + Penalty 2737.508237 = -508006.262144
  nChanged 24
		SP:Iteration 65Q (50185.810000 sec): 3 clusters
  Score: Raw -510762.142565 + Penalty 2737.508237 = -508024.634328
  nChanged 28
		SP:Iteration 66Q (50185.990000 sec): 3 clusters
  Score: Raw -510777.519812 + Penalty 2737.508237 = -508040.011575
  nChanged 15
		SP:Iteration 67Q (50186.150000 sec): 3 clusters
  Score: Raw -510786.351793 + Penalty 2737.508237 = -508048.843556
  nChanged 10
		SP:Iteration 68Q (50186.360000 sec): 3 clusters
  Score: Raw -510790.602061 + Penalty 2737.508237 = -508053.093824
  nChanged 10
		SP:Iteration 69Q (50186.500000 sec): 3 clusters
  Score: Raw -510797.759924 + Penalty 2737.508237 = -508060.251687
  nChanged 16
		SP:Iteration 70Q (50186.710000 sec): 3 clusters
  Score: Raw -510805.042079 + Penalty 2737.508237 = -508067.533842
  nChanged 19
		SP:Iteration 71Q (50186.910000 sec): 3 clusters
  Score: Raw -510812.769290 + Penalty 2737.508237 = -508075.261053
  nChanged 11
		SP:Iteration 72Q (50187.080000 sec): 3 clusters
  Score: Raw -510818.503327 + Penalty 2737.508237 = -508080.995090
  nChanged 8
		SP:Iteration 73Q (50187.250000 sec): 3 clusters
  Score: Raw -510820.234078 + Penalty 2737.508237 = -508082.725841
  nChanged 4
		SP:Iteration 74Q (50187.430000 sec): 3 clusters
  Score: Raw -510821.147111 + Penalty 2737.508237 = -508083.638874
  nChanged 1
		SP:Iteration 75Q (50187.610000 sec): 3 clusters
  Score: Raw -510822.812373 + Penalty 2737.508237 = -508085.304136
  nChanged 2
		SP:Iteration 76Q (50187.790000 sec): 3 clusters
  Score: Raw -510823.166353 + Penalty 2737.508237 = -508085.658116
  nChanged 0
		SP:Iteration 77F (50188.020000 sec): 3 clusters
  Score: Raw -510823.166353 + Penalty 2737.508237 = -508085.658116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50188.090000 sec): 2 clusters
  Score: Raw -144434.202999 + Penalty 1179.834922 = -143254.368077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50188.320000 sec): 3 clusters
  Score: Raw -143895.696388 + Penalty 2359.669844 = -141536.026544
  nChanged 497
		SP:Iteration 1F (50188.510000 sec): 3 clusters
  Score: Raw -144381.151883 + Penalty 2359.669844 = -142021.482039
  nChanged 153
		SP:Iteration 2F (50188.680000 sec): 3 clusters
  Score: Raw -144594.044842 + Penalty 2359.669844 = -142234.374998
  nChanged 93
		SP:Iteration 3F (50188.860000 sec): 3 clusters
  Score: Raw -144712.066650 + Penalty 2359.669844 = -142352.396805
  nChanged 67
		SP:Iteration 4Q (50189.040000 sec): 3 clusters
  Score: Raw -144785.631462 + Penalty 2359.669844 = -142425.961618
  nChanged 46
		SP:Iteration 5Q (50189.200000 sec): 3 clusters
  Score: Raw -144835.558805 + Penalty 2359.669844 = -142475.888961
  nChanged 36
		SP:Iteration 6Q (50189.390000 sec): 3 clusters
  Score: Raw -144873.216300 + Penalty 2359.669844 = -142513.546455
  nChanged 32
		SP:Iteration 7Q (50189.530000 sec): 3 clusters
  Score: Raw -144908.148629 + Penalty 2359.669844 = -142548.478784
  nChanged 24
		SP:Iteration 8Q (50189.760000 sec): 3 clusters
  Score: Raw -144929.781440 + Penalty 2359.669844 = -142570.111596
  nChanged 16
		SP:Iteration 9Q (50189.920000 sec): 3 clusters
  Score: Raw -144941.077851 + Penalty 2359.669844 = -142581.408007
  nChanged 15
		SP:Iteration 10Q (50190.120000 sec): 3 clusters
  Score: Raw -144952.795417 + Penalty 2359.669844 = -142593.125572
  nChanged 12
		SP:Iteration 11Q (50190.320000 sec): 3 clusters
  Score: Raw -144963.772218 + Penalty 2359.669844 = -142604.102374
  nChanged 8
		SP:Iteration 12Q (50190.460000 sec): 3 clusters
  Score: Raw -144970.995623 + Penalty 2359.669844 = -142611.325779
  nChanged 5
		SP:Iteration 13Q (50190.660000 sec): 3 clusters
  Score: Raw -144974.135463 + Penalty 2359.669844 = -142614.465618
  nChanged 4
		SP:Iteration 14Q (50190.810000 sec): 3 clusters
  Score: Raw -144977.730410 + Penalty 2359.669844 = -142618.060565
  nChanged 2
		SP:Iteration 15Q (50190.960000 sec): 3 clusters
  Score: Raw -144979.745399 + Penalty 2359.669844 = -142620.075554
  nChanged 4
		SP:Iteration 16Q (50191.150000 sec): 3 clusters
  Score: Raw -144982.798941 + Penalty 2359.669844 = -142623.129097
  nChanged 2
		SP:Iteration 17Q (50191.300000 sec): 3 clusters
  Score: Raw -144983.616622 + Penalty 2359.669844 = -142623.946778
  nChanged 2
		SP:Iteration 18Q (50191.500000 sec): 3 clusters
  Score: Raw -144984.321252 + Penalty 2359.669844 = -142624.651407
  nChanged 1
		SP:Iteration 19Q (50191.660000 sec): 3 clusters
  Score: Raw -144985.412968 + Penalty 2359.669844 = -142625.743123
  nChanged 3
		SP:Iteration 20F (50191.850000 sec): 3 clusters
  Score: Raw -144987.866054 + Penalty 2359.669844 = -142628.196210
  nChanged 3
		SP:Iteration 21Q (50192.010000 sec): 3 clusters
  Score: Raw -144990.198652 + Penalty 2359.669844 = -142630.528807
  nChanged 3
		SP:Iteration 22Q (50192.180000 sec): 3 clusters
  Score: Raw -144993.952052 + Penalty 2359.669844 = -142634.282207
  nChanged 1
		SP:Iteration 23Q (50192.360000 sec): 3 clusters
  Score: Raw -144996.226693 + Penalty 2359.669844 = -142636.556849
  nChanged 1
		SP:Iteration 24Q (50192.500000 sec): 3 clusters
  Score: Raw -144996.515932 + Penalty 2359.669844 = -142636.846088
  nChanged 0
		SP:Iteration 25F (50192.680000 sec): 3 clusters
  Score: Raw -144996.515932 + Penalty 2359.669844 = -142636.846088
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50192.770000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50192.940000 sec): 3 clusters
  Score: Raw -134449.772999 + Penalty 2289.026973 = -132160.746026
  nChanged 366
		SP:Iteration 1F (50193.120000 sec): 3 clusters
  Score: Raw -134721.933715 + Penalty 2289.026973 = -132432.906742
  nChanged 87
		SP:Iteration 2F (50193.320000 sec): 3 clusters
  Score: Raw -134801.973793 + Penalty 2289.026973 = -132512.946820
  nChanged 51
		SP:Iteration 3Q (50193.470000 sec): 3 clusters
  Score: Raw -134846.578812 + Penalty 2289.026973 = -132557.551840
  nChanged 39
		SP:Iteration 4Q (50193.700000 sec): 3 clusters
  Score: Raw -134885.293778 + Penalty 2289.026973 = -132596.266805
  nChanged 34
		SP:Iteration 5Q (50193.870000 sec): 3 clusters
  Score: Raw -134920.463418 + Penalty 2289.026973 = -132631.436445
  nChanged 28
		SP:Iteration 6Q (50194.070000 sec): 3 clusters
  Score: Raw -134940.914342 + Penalty 2289.026973 = -132651.887369
  nChanged 14
		SP:Iteration 7Q (50194.240000 sec): 3 clusters
  Score: Raw -134950.204487 + Penalty 2289.026973 = -132661.177514
  nChanged 15
		SP:Iteration 8Q (50194.410000 sec): 3 clusters
  Score: Raw -134982.338266 + Penalty 2289.026973 = -132693.311294
  nChanged 21
		SP:Iteration 9Q (50194.580000 sec): 3 clusters
  Score: Raw -135013.187423 + Penalty 2289.026973 = -132724.160451
  nChanged 25
		SP:Iteration 10Q (50194.700000 sec): 3 clusters
  Score: Raw -135052.494165 + Penalty 2289.026973 = -132763.467192
  nChanged 22
		SP:Iteration 11Q (50194.870000 sec): 3 clusters
  Score: Raw -135083.726489 + Penalty 2289.026973 = -132794.699516
  nChanged 20
		SP:Iteration 12Q (50195.030000 sec): 3 clusters
  Score: Raw -135108.807655 + Penalty 2289.026973 = -132819.780682
  nChanged 15
		SP:Iteration 13Q (50195.240000 sec): 3 clusters
  Score: Raw -135126.513317 + Penalty 2289.026973 = -132837.486344
  nChanged 22
		SP:Iteration 14Q (50195.410000 sec): 3 clusters
  Score: Raw -135146.638106 + Penalty 2289.026973 = -132857.611134
  nChanged 19
		SP:Iteration 15Q (50195.620000 sec): 3 clusters
  Score: Raw -135164.543898 + Penalty 2289.026973 = -132875.516925
  nChanged 15
		SP:Iteration 16Q (50195.800000 sec): 3 clusters
  Score: Raw -135178.229523 + Penalty 2289.026973 = -132889.202550
  nChanged 11
		SP:Iteration 17Q (50195.980000 sec): 3 clusters
  Score: Raw -135187.761301 + Penalty 2289.026973 = -132898.734328
  nChanged 6
		SP:Iteration 18Q (50196.130000 sec): 3 clusters
  Score: Raw -135196.341557 + Penalty 2289.026973 = -132907.314584
  nChanged 11
		SP:Iteration 19Q (50196.340000 sec): 3 clusters
  Score: Raw -135210.115232 + Penalty 2289.026973 = -132921.088260
  nChanged 10
		SP:Iteration 20F (50196.510000 sec): 3 clusters
  Score: Raw -135219.478127 + Penalty 2289.026973 = -132930.451154
  nChanged 7
		SP:Iteration 21Q (50196.640000 sec): 3 clusters
  Score: Raw -135228.750478 + Penalty 2289.026973 = -132939.723505
  nChanged 10
		SP:Iteration 22Q (50196.860000 sec): 3 clusters
  Score: Raw -135238.474621 + Penalty 2289.026973 = -132949.447648
  nChanged 10
		SP:Iteration 23Q (50197.000000 sec): 3 clusters
  Score: Raw -135246.795571 + Penalty 2289.026973 = -132957.768599
  nChanged 10
		SP:Iteration 24Q (50197.170000 sec): 3 clusters
  Score: Raw -135256.733679 + Penalty 2289.026973 = -132967.706706
  nChanged 12
		SP:Iteration 25Q (50197.360000 sec): 3 clusters
  Score: Raw -135268.519424 + Penalty 2289.026973 = -132979.492451
  nChanged 8
		SP:Iteration 26Q (50197.490000 sec): 3 clusters
  Score: Raw -135275.902485 + Penalty 2289.026973 = -132986.875512
  nChanged 5
		SP:Iteration 27Q (50197.710000 sec): 3 clusters
  Score: Raw -135281.287237 + Penalty 2289.026973 = -132992.260265
  nChanged 5
		SP:Iteration 28Q (50197.860000 sec): 3 clusters
  Score: Raw -135287.568509 + Penalty 2289.026973 = -132998.541536
  nChanged 6
		SP:Iteration 29Q (50198.040000 sec): 3 clusters
  Score: Raw -135294.459870 + Penalty 2289.026973 = -133005.432898
  nChanged 5
		SP:Iteration 30Q (50198.230000 sec): 3 clusters
  Score: Raw -135298.927660 + Penalty 2289.026973 = -133009.900687
  nChanged 3
		SP:Iteration 31Q (50198.450000 sec): 3 clusters
  Score: Raw -135302.289429 + Penalty 2289.026973 = -133013.262456
  nChanged 1
		SP:Iteration 32Q (50198.590000 sec): 3 clusters
  Score: Raw -135302.725077 + Penalty 2289.026973 = -133013.698104
  nChanged 0
		SP:Iteration 33F (50198.800000 sec): 3 clusters
  Score: Raw -135302.725077 + Penalty 2289.026973 = -133013.698104
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50198.890000 sec): 2 clusters
  Score: Raw -729530.759818 + Penalty 1417.472176 = -728113.287642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50199.140000 sec): 3 clusters
  Score: Raw -726198.989989 + Penalty 2834.944353 = -723364.045637
  nChanged 2571
		SP:Iteration 1F (50199.320000 sec): 3 clusters
  Score: Raw -727629.677839 + Penalty 2834.944353 = -724794.733487
  nChanged 391
		SP:Iteration 2F (50199.480000 sec): 3 clusters
  Score: Raw -727823.883524 + Penalty 2834.944353 = -724988.939171
  nChanged 291
		SP:Iteration 3Q (50199.730000 sec): 3 clusters
  Score: Raw -727962.746158 + Penalty 2834.944353 = -725127.801805
  nChanged 287
		SP:Iteration 4Q (50199.930000 sec): 3 clusters
  Score: Raw -728122.417407 + Penalty 2834.944353 = -725287.473054
  nChanged 249
		SP:Iteration 5Q (50200.110000 sec): 3 clusters
  Score: Raw -728257.805631 + Penalty 2834.944353 = -725422.861278
  nChanged 254
		SP:Iteration 6Q (50200.320000 sec): 3 clusters
  Score: Raw -728401.578393 + Penalty 2834.944353 = -725566.634040
  nChanged 272
		SP:Iteration 7Q (50200.560000 sec): 3 clusters
  Score: Raw -728547.124405 + Penalty 2834.944353 = -725712.180052
  nChanged 253
		SP:Iteration 8Q (50200.710000 sec): 3 clusters
  Score: Raw -728676.490177 + Penalty 2834.944353 = -725841.545824
  nChanged 225
		SP:Iteration 9Q (50200.960000 sec): 3 clusters
  Score: Raw -728783.152656 + Penalty 2834.944353 = -725948.208303
  nChanged 185
		SP:Iteration 10Q (50201.160000 sec): 3 clusters
  Score: Raw -728875.109674 + Penalty 2834.944353 = -726040.165321
  nChanged 179
		SP:Iteration 11Q (50201.360000 sec): 3 clusters
  Score: Raw -728968.994556 + Penalty 2834.944353 = -726134.050203
  nChanged 163
		SP:Iteration 12Q (50201.530000 sec): 3 clusters
  Score: Raw -729052.826031 + Penalty 2834.944353 = -726217.881678
  nChanged 157
		SP:Iteration 13Q (50201.740000 sec): 3 clusters
  Score: Raw -729142.751004 + Penalty 2834.944353 = -726307.806652
  nChanged 156
		SP:Iteration 14Q (50201.920000 sec): 3 clusters
  Score: Raw -729230.803663 + Penalty 2834.944353 = -726395.859310
  nChanged 127
		SP:Iteration 15Q (50202.110000 sec): 3 clusters
  Score: Raw -729298.717217 + Penalty 2834.944353 = -726463.772864
  nChanged 119
		SP:Iteration 16Q (50202.340000 sec): 3 clusters
  Score: Raw -729357.697251 + Penalty 2834.944353 = -726522.752898
  nChanged 109
		SP:Iteration 17Q (50202.540000 sec): 3 clusters
  Score: Raw -729407.716908 + Penalty 2834.944353 = -726572.772555
  nChanged 101
		SP:Iteration 18Q (50202.740000 sec): 3 clusters
  Score: Raw -729460.020149 + Penalty 2834.944353 = -726625.075796
  nChanged 96
		SP:Iteration 19Q (50202.920000 sec): 3 clusters
  Score: Raw -729506.506462 + Penalty 2834.944353 = -726671.562109
  nChanged 91
		SP:Iteration 20F (50203.090000 sec): 3 clusters
  Score: Raw -729550.017956 + Penalty 2834.944353 = -726715.073603
  nChanged 74
		SP:Iteration 21Q (50203.230000 sec): 3 clusters
  Score: Raw -729579.242532 + Penalty 2834.944353 = -726744.298179
  nChanged 61
		SP:Iteration 22Q (50203.430000 sec): 3 clusters
  Score: Raw -729602.222296 + Penalty 2834.944353 = -726767.277944
  nChanged 53
		SP:Iteration 23Q (50203.660000 sec): 3 clusters
  Score: Raw -729621.769946 + Penalty 2834.944353 = -726786.825593
  nChanged 38
		SP:Iteration 24Q (50203.840000 sec): 3 clusters
  Score: Raw -729633.831055 + Penalty 2834.944353 = -726798.886703
  nChanged 43
		SP:Iteration 25Q (50204.000000 sec): 3 clusters
  Score: Raw -729649.049370 + Penalty 2834.944353 = -726814.105017
  nChanged 47
		SP:Iteration 26Q (50204.220000 sec): 3 clusters
  Score: Raw -729666.228228 + Penalty 2834.944353 = -726831.283876
  nChanged 34
		SP:Iteration 27Q (50204.440000 sec): 3 clusters
  Score: Raw -729679.346576 + Penalty 2834.944353 = -726844.402224
  nChanged 33
		SP:Iteration 28Q (50204.620000 sec): 3 clusters
  Score: Raw -729693.000812 + Penalty 2834.944353 = -726858.056459
  nChanged 36
		SP:Iteration 29Q (50204.800000 sec): 3 clusters
  Score: Raw -729706.954843 + Penalty 2834.944353 = -726872.010490
  nChanged 30
		SP:Iteration 30Q (50205.010000 sec): 3 clusters
  Score: Raw -729716.550053 + Penalty 2834.944353 = -726881.605700
  nChanged 26
		SP:Iteration 31Q (50205.230000 sec): 3 clusters
  Score: Raw -729729.412330 + Penalty 2834.944353 = -726894.467977
  nChanged 38
		SP:Iteration 32Q (50205.430000 sec): 3 clusters
  Score: Raw -729746.683106 + Penalty 2834.944353 = -726911.738753
  nChanged 31
		SP:Iteration 33Q (50205.620000 sec): 3 clusters
  Score: Raw -729758.569161 + Penalty 2834.944353 = -726923.624808
  nChanged 34
		SP:Iteration 34Q (50205.830000 sec): 3 clusters
  Score: Raw -729768.773595 + Penalty 2834.944353 = -726933.829242
  nChanged 22
		SP:Iteration 35Q (50206.020000 sec): 3 clusters
  Score: Raw -729778.741261 + Penalty 2834.944353 = -726943.796908
  nChanged 25
		SP:Iteration 36Q (50206.210000 sec): 3 clusters
  Score: Raw -729786.771828 + Penalty 2834.944353 = -726951.827476
  nChanged 16
		SP:Iteration 37Q (50206.380000 sec): 3 clusters
  Score: Raw -729791.030696 + Penalty 2834.944353 = -726956.086344
  nChanged 13
		SP:Iteration 38Q (50206.590000 sec): 3 clusters
  Score: Raw -729795.005556 + Penalty 2834.944353 = -726960.061204
  nChanged 16
		SP:Iteration 39Q (50206.750000 sec): 3 clusters
  Score: Raw -729800.833627 + Penalty 2834.944353 = -726965.889274
  nChanged 14
		SP:Iteration 40F (50206.980000 sec): 3 clusters
  Score: Raw -729805.524998 + Penalty 2834.944353 = -726970.580646
  nChanged 19
		SP:Iteration 41Q (50207.170000 sec): 3 clusters
  Score: Raw -729812.083514 + Penalty 2834.944353 = -726977.139161
  nChanged 16
		SP:Iteration 42Q (50207.310000 sec): 3 clusters
  Score: Raw -729817.124924 + Penalty 2834.944353 = -726982.180571
  nChanged 15
		SP:Iteration 43Q (50207.490000 sec): 3 clusters
  Score: Raw -729821.603979 + Penalty 2834.944353 = -726986.659627
  nChanged 17
		SP:Iteration 44Q (50207.660000 sec): 3 clusters
  Score: Raw -729826.813440 + Penalty 2834.944353 = -726991.869087
  nChanged 16
		SP:Iteration 45Q (50207.840000 sec): 3 clusters
  Score: Raw -729832.746390 + Penalty 2834.944353 = -726997.802037
  nChanged 16
		SP:Iteration 46Q (50207.990000 sec): 3 clusters
  Score: Raw -729838.278974 + Penalty 2834.944353 = -727003.334621
  nChanged 15
		SP:Iteration 47Q (50208.220000 sec): 3 clusters
  Score: Raw -729843.535364 + Penalty 2834.944353 = -727008.591011
  nChanged 13
		SP:Iteration 48Q (50208.420000 sec): 3 clusters
  Score: Raw -729848.785480 + Penalty 2834.944353 = -727013.841127
  nChanged 12
		SP:Iteration 49Q (50208.600000 sec): 3 clusters
  Score: Raw -729853.151101 + Penalty 2834.944353 = -727018.206748
  nChanged 12
		SP:Iteration 50Q (50208.800000 sec): 3 clusters
  Score: Raw -729856.428656 + Penalty 2834.944353 = -727021.484303
  nChanged 8
		SP:Iteration 51Q (50209.000000 sec): 3 clusters
  Score: Raw -729858.684068 + Penalty 2834.944353 = -727023.739715
  nChanged 5
		SP:Iteration 52Q (50209.230000 sec): 3 clusters
  Score: Raw -729859.787065 + Penalty 2834.944353 = -727024.842712
  nChanged 6
		SP:Iteration 53Q (50209.390000 sec): 3 clusters
  Score: Raw -729861.241454 + Penalty 2834.944353 = -727026.297102
  nChanged 4
		SP:Iteration 54Q (50209.590000 sec): 3 clusters
  Score: Raw -729862.103015 + Penalty 2834.944353 = -727027.158662
  nChanged 3
		SP:Iteration 55Q (50209.740000 sec): 3 clusters
  Score: Raw -729862.759688 + Penalty 2834.944353 = -727027.815336
  nChanged 4
		SP:Iteration 56Q (50209.920000 sec): 3 clusters
  Score: Raw -729863.676060 + Penalty 2834.944353 = -727028.731707
  nChanged 8
		SP:Iteration 57Q (50210.110000 sec): 3 clusters
  Score: Raw -729866.273797 + Penalty 2834.944353 = -727031.329444
  nChanged 8
		SP:Iteration 58Q (50210.310000 sec): 3 clusters
  Score: Raw -729869.016340 + Penalty 2834.944353 = -727034.071987
  nChanged 5
		SP:Iteration 59Q (50210.480000 sec): 3 clusters
  Score: Raw -729870.883715 + Penalty 2834.944353 = -727035.939362
  nChanged 6
		SP:Iteration 60F (50210.660000 sec): 3 clusters
  Score: Raw -729872.969888 + Penalty 2834.944353 = -727038.025535
  nChanged 8
		SP:Iteration 61Q (50210.830000 sec): 3 clusters
  Score: Raw -729875.644237 + Penalty 2834.944353 = -727040.699884
  nChanged 10
		SP:Iteration 62Q (50211.010000 sec): 3 clusters
  Score: Raw -729880.041882 + Penalty 2834.944353 = -727045.097529
  nChanged 7
		SP:Iteration 63Q (50211.160000 sec): 3 clusters
  Score: Raw -729883.365953 + Penalty 2834.944353 = -727048.421600
  nChanged 12
		SP:Iteration 64Q (50211.370000 sec): 3 clusters
  Score: Raw -729887.438185 + Penalty 2834.944353 = -727052.493832
  nChanged 7
		SP:Iteration 65Q (50211.550000 sec): 3 clusters
  Score: Raw -729890.140434 + Penalty 2834.944353 = -727055.196081
  nChanged 9
		SP:Iteration 66Q (50211.780000 sec): 3 clusters
  Score: Raw -729894.495165 + Penalty 2834.944353 = -727059.550812
  nChanged 9
		SP:Iteration 67Q (50211.950000 sec): 3 clusters
  Score: Raw -729898.376166 + Penalty 2834.944353 = -727063.431813
  nChanged 10
		SP:Iteration 68Q (50212.120000 sec): 3 clusters
  Score: Raw -729902.002160 + Penalty 2834.944353 = -727067.057807
  nChanged 8
		SP:Iteration 69Q (50212.350000 sec): 3 clusters
  Score: Raw -729904.372471 + Penalty 2834.944353 = -727069.428119
  nChanged 10
		SP:Iteration 70Q (50212.540000 sec): 3 clusters
  Score: Raw -729908.050959 + Penalty 2834.944353 = -727073.106606
  nChanged 7
		SP:Iteration 71Q (50212.680000 sec): 3 clusters
  Score: Raw -729911.000870 + Penalty 2834.944353 = -727076.056517
  nChanged 4
		SP:Iteration 72Q (50212.880000 sec): 3 clusters
  Score: Raw -729912.375066 + Penalty 2834.944353 = -727077.430714
  nChanged 3
		SP:Iteration 73Q (50213.080000 sec): 3 clusters
  Score: Raw -729913.562270 + Penalty 2834.944353 = -727078.617917
  nChanged 3
		SP:Iteration 74Q (50213.260000 sec): 3 clusters
  Score: Raw -729914.278015 + Penalty 2834.944353 = -727079.333663
  nChanged 3
		SP:Iteration 75Q (50213.450000 sec): 3 clusters
  Score: Raw -729915.306282 + Penalty 2834.944353 = -727080.361929
  nChanged 3
		SP:Iteration 76Q (50213.650000 sec): 3 clusters
  Score: Raw -729916.067525 + Penalty 2834.944353 = -727081.123172
  nChanged 3
		SP:Iteration 77Q (50213.850000 sec): 3 clusters
  Score: Raw -729916.926987 + Penalty 2834.944353 = -727081.982634
  nChanged 2
		SP:Iteration 78Q (50214.060000 sec): 3 clusters
  Score: Raw -729917.479232 + Penalty 2834.944353 = -727082.534880
  nChanged 1
		SP:Iteration 79Q (50214.240000 sec): 3 clusters
  Score: Raw -729917.885743 + Penalty 2834.944353 = -727082.941390
  nChanged 1
		SP:Iteration 80F (50214.460000 sec): 3 clusters
  Score: Raw -729918.233528 + Penalty 2834.944353 = -727083.289175
  nChanged 2
		SP:Iteration 81Q (50214.640000 sec): 3 clusters
  Score: Raw -729918.653541 + Penalty 2834.944353 = -727083.709188
  nChanged 4
		SP:Iteration 82Q (50214.870000 sec): 3 clusters
  Score: Raw -729919.448889 + Penalty 2834.944353 = -727084.504536
  nChanged 4
		SP:Iteration 83Q (50215.020000 sec): 3 clusters
  Score: Raw -729920.421657 + Penalty 2834.944353 = -727085.477304
  nChanged 3
		SP:Iteration 84Q (50215.200000 sec): 3 clusters
  Score: Raw -729921.240993 + Penalty 2834.944353 = -727086.296641
  nChanged 3
		SP:Iteration 85Q (50215.400000 sec): 3 clusters
  Score: Raw -729922.311628 + Penalty 2834.944353 = -727087.367275
  nChanged 2
		SP:Iteration 86Q (50215.580000 sec): 3 clusters
  Score: Raw -729923.275768 + Penalty 2834.944353 = -727088.331415
  nChanged 3
		SP:Iteration 87Q (50215.770000 sec): 3 clusters
  Score: Raw -729923.906290 + Penalty 2834.944353 = -727088.961937
  nChanged 4
		SP:Iteration 88Q (50216.010000 sec): 3 clusters
  Score: Raw -729924.692693 + Penalty 2834.944353 = -727089.748340
  nChanged 2
		SP:Iteration 89Q (50216.170000 sec): 3 clusters
  Score: Raw -729924.953135 + Penalty 2834.944353 = -727090.008782
  nChanged 1
		SP:Iteration 90Q (50216.360000 sec): 3 clusters
  Score: Raw -729925.256324 + Penalty 2834.944353 = -727090.311971
  nChanged 1
		SP:Iteration 91Q (50216.590000 sec): 3 clusters
  Score: Raw -729925.535364 + Penalty 2834.944353 = -727090.591011
  nChanged 1
		SP:Iteration 92Q (50216.760000 sec): 3 clusters
  Score: Raw -729925.737854 + Penalty 2834.944353 = -727090.793501
  nChanged 0
		SP:Iteration 93F (50216.950000 sec): 3 clusters
  Score: Raw -729925.737854 + Penalty 2834.944353 = -727090.793501
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50217.030000 sec): 2 clusters
  Score: Raw -163757.830755 + Penalty 1180.972882 = -162576.857873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50217.240000 sec): 3 clusters
  Score: Raw -163247.977812 + Penalty 2361.945764 = -160886.032048
  nChanged 485
		SP:Iteration 1F (50217.420000 sec): 3 clusters
  Score: Raw -163642.006526 + Penalty 2361.945764 = -161280.060762
  nChanged 130
		SP:Iteration 2F (50217.610000 sec): 3 clusters
  Score: Raw -163803.920384 + Penalty 2361.945764 = -161441.974620
  nChanged 80
		SP:Iteration 3F (50217.840000 sec): 3 clusters
  Score: Raw -163900.604342 + Penalty 2361.945764 = -161538.658578
  nChanged 73
		SP:Iteration 4F (50217.980000 sec): 3 clusters
  Score: Raw -163988.255455 + Penalty 2361.945764 = -161626.309691
  nChanged 53
		SP:Iteration 5Q (50218.160000 sec): 3 clusters
  Score: Raw -164057.516775 + Penalty 2361.945764 = -161695.571011
  nChanged 49
		SP:Iteration 6Q (50218.350000 sec): 3 clusters
  Score: Raw -164125.247925 + Penalty 2361.945764 = -161763.302161
  nChanged 47
		SP:Iteration 7Q (50218.550000 sec): 3 clusters
  Score: Raw -164179.338031 + Penalty 2361.945764 = -161817.392267
  nChanged 40
		SP:Iteration 8Q (50218.710000 sec): 3 clusters
  Score: Raw -164233.704260 + Penalty 2361.945764 = -161871.758496
  nChanged 45
		SP:Iteration 9Q (50218.920000 sec): 3 clusters
  Score: Raw -164284.756114 + Penalty 2361.945764 = -161922.810350
  nChanged 44
		SP:Iteration 10Q (50219.080000 sec): 3 clusters
  Score: Raw -164346.501327 + Penalty 2361.945764 = -161984.555563
  nChanged 44
		SP:Iteration 11Q (50219.280000 sec): 3 clusters
  Score: Raw -164409.144273 + Penalty 2361.945764 = -162047.198509
  nChanged 34
		SP:Iteration 12Q (50219.450000 sec): 3 clusters
  Score: Raw -164456.947743 + Penalty 2361.945764 = -162095.001979
  nChanged 25
		SP:Iteration 13Q (50219.630000 sec): 3 clusters
  Score: Raw -164494.196363 + Penalty 2361.945764 = -162132.250599
  nChanged 19
		SP:Iteration 14Q (50219.800000 sec): 3 clusters
  Score: Raw -164521.409772 + Penalty 2361.945764 = -162159.464008
  nChanged 17
		SP:Iteration 15Q (50219.950000 sec): 3 clusters
  Score: Raw -164546.219818 + Penalty 2361.945764 = -162184.274054
  nChanged 12
		SP:Iteration 16Q (50220.140000 sec): 3 clusters
  Score: Raw -164561.104464 + Penalty 2361.945764 = -162199.158700
  nChanged 10
		SP:Iteration 17Q (50220.280000 sec): 3 clusters
  Score: Raw -164569.691289 + Penalty 2361.945764 = -162207.745525
  nChanged 6
		SP:Iteration 18Q (50220.470000 sec): 3 clusters
  Score: Raw -164574.959646 + Penalty 2361.945764 = -162213.013882
  nChanged 6
		SP:Iteration 19Q (50220.620000 sec): 3 clusters
  Score: Raw -164579.863878 + Penalty 2361.945764 = -162217.918114
  nChanged 4
		SP:Iteration 20F (50220.800000 sec): 3 clusters
  Score: Raw -164584.482146 + Penalty 2361.945764 = -162222.536382
  nChanged 3
		SP:Iteration 21Q (50221.020000 sec): 3 clusters
  Score: Raw -164585.957943 + Penalty 2361.945764 = -162224.012179
  nChanged 1
		SP:Iteration 22Q (50221.190000 sec): 3 clusters
  Score: Raw -164586.752212 + Penalty 2361.945764 = -162224.806448
  nChanged 0
		SP:Iteration 23F (50221.340000 sec): 3 clusters
  Score: Raw -164586.752212 + Penalty 2361.945764 = -162224.806448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50221.510000 sec): 2 clusters
  Score: Raw -1455494.199284 + Penalty 1528.286095 = -1453965.913189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50221.740000 sec): 3 clusters
  Score: Raw -1448481.675598 + Penalty 3056.572189 = -1445425.103409
  nChanged 5326
		SP:Iteration 1F (50221.960000 sec): 3 clusters
  Score: Raw -1451681.672502 + Penalty 3056.572189 = -1448625.100313
  nChanged 885
		SP:Iteration 2F (50222.200000 sec): 3 clusters
  Score: Raw -1452199.340616 + Penalty 3056.572189 = -1449142.768427
  nChanged 838
		SP:Iteration 3F (50222.390000 sec): 3 clusters
  Score: Raw -1452723.774554 + Penalty 3056.572189 = -1449667.202365
  nChanged 780
		SP:Iteration 4F (50222.630000 sec): 3 clusters
  Score: Raw -1453216.889979 + Penalty 3056.572189 = -1450160.317790
  nChanged 730
		SP:Iteration 5F (50222.860000 sec): 3 clusters
  Score: Raw -1453636.758303 + Penalty 3056.572189 = -1450580.186114
  nChanged 620
		SP:Iteration 6F (50223.070000 sec): 3 clusters
  Score: Raw -1453946.528828 + Penalty 3056.572189 = -1450889.956639
  nChanged 465
		SP:Iteration 7Q (50223.290000 sec): 3 clusters
  Score: Raw -1454160.357446 + Penalty 3056.572189 = -1451103.785257
  nChanged 362
		SP:Iteration 8Q (50223.530000 sec): 3 clusters
  Score: Raw -1454291.045309 + Penalty 3056.572189 = -1451234.473120
  nChanged 286
		SP:Iteration 9Q (50223.770000 sec): 3 clusters
  Score: Raw -1454389.184243 + Penalty 3056.572189 = -1451332.612054
  nChanged 231
		SP:Iteration 10Q (50223.970000 sec): 3 clusters
  Score: Raw -1454462.592825 + Penalty 3056.572189 = -1451406.020636
  nChanged 190
		SP:Iteration 11Q (50224.200000 sec): 3 clusters
  Score: Raw -1454523.689719 + Penalty 3056.572189 = -1451467.117530
  nChanged 163
		SP:Iteration 12Q (50224.390000 sec): 3 clusters
  Score: Raw -1454564.144117 + Penalty 3056.572189 = -1451507.571928
  nChanged 123
		SP:Iteration 13Q (50224.620000 sec): 3 clusters
  Score: Raw -1454596.616531 + Penalty 3056.572189 = -1451540.044342
  nChanged 124
		SP:Iteration 14Q (50224.860000 sec): 3 clusters
  Score: Raw -1454631.878242 + Penalty 3056.572189 = -1451575.306053
  nChanged 128
		SP:Iteration 15Q (50225.100000 sec): 3 clusters
  Score: Raw -1454666.119751 + Penalty 3056.572189 = -1451609.547562
  nChanged 131
		SP:Iteration 16Q (50225.340000 sec): 3 clusters
  Score: Raw -1454699.407683 + Penalty 3056.572189 = -1451642.835494
  nChanged 130
		SP:Iteration 17Q (50225.570000 sec): 3 clusters
  Score: Raw -1454734.946475 + Penalty 3056.572189 = -1451678.374286
  nChanged 142
		SP:Iteration 18Q (50225.750000 sec): 3 clusters
  Score: Raw -1454785.166713 + Penalty 3056.572189 = -1451728.594524
  nChanged 160
		SP:Iteration 19Q (50225.960000 sec): 3 clusters
  Score: Raw -1454849.103390 + Penalty 3056.572189 = -1451792.531201
  nChanged 153
		SP:Iteration 20F (50226.210000 sec): 3 clusters
  Score: Raw -1454913.891885 + Penalty 3056.572189 = -1451857.319696
  nChanged 159
		SP:Iteration 21Q (50226.460000 sec): 3 clusters
  Score: Raw -1454984.567496 + Penalty 3056.572189 = -1451927.995307
  nChanged 155
		SP:Iteration 22Q (50226.700000 sec): 3 clusters
  Score: Raw -1455066.015520 + Penalty 3056.572189 = -1452009.443330
  nChanged 164
		SP:Iteration 23Q (50226.920000 sec): 3 clusters
  Score: Raw -1455173.384409 + Penalty 3056.572189 = -1452116.812220
  nChanged 173
		SP:Iteration 24Q (50227.110000 sec): 3 clusters
  Score: Raw -1455314.437771 + Penalty 3056.572189 = -1452257.865582
  nChanged 188
		SP:Iteration 25Q (50227.400000 sec): 3 clusters
  Score: Raw -1455451.559533 + Penalty 3056.572189 = -1452394.987344
  nChanged 169
		SP:Iteration 26Q (50227.590000 sec): 3 clusters
  Score: Raw -1455559.736749 + Penalty 3056.572189 = -1452503.164560
  nChanged 170
		SP:Iteration 27Q (50227.800000 sec): 3 clusters
  Score: Raw -1455656.557471 + Penalty 3056.572189 = -1452599.985282
  nChanged 142
		SP:Iteration 28Q (50228.020000 sec): 3 clusters
  Score: Raw -1455729.351177 + Penalty 3056.572189 = -1452672.778988
  nChanged 124
		SP:Iteration 29Q (50228.250000 sec): 3 clusters
  Score: Raw -1455786.306555 + Penalty 3056.572189 = -1452729.734366
  nChanged 87
		SP:Iteration 30Q (50228.460000 sec): 3 clusters
  Score: Raw -1455820.462649 + Penalty 3056.572189 = -1452763.890460
  nChanged 77
		SP:Iteration 31Q (50228.700000 sec): 3 clusters
  Score: Raw -1455849.106593 + Penalty 3056.572189 = -1452792.534404
  nChanged 57
		SP:Iteration 32Q (50228.920000 sec): 3 clusters
  Score: Raw -1455871.086017 + Penalty 3056.572189 = -1452814.513828
  nChanged 61
		SP:Iteration 33Q (50229.120000 sec): 3 clusters
  Score: Raw -1455889.860537 + Penalty 3056.572189 = -1452833.288348
  nChanged 44
		SP:Iteration 34Q (50229.370000 sec): 3 clusters
  Score: Raw -1455904.962371 + Penalty 3056.572189 = -1452848.390182
  nChanged 54
		SP:Iteration 35Q (50229.570000 sec): 3 clusters
  Score: Raw -1455925.748073 + Penalty 3056.572189 = -1452869.175884
  nChanged 47
		SP:Iteration 36Q (50229.810000 sec): 3 clusters
  Score: Raw -1455941.276219 + Penalty 3056.572189 = -1452884.704030
  nChanged 46
		SP:Iteration 37Q (50230.030000 sec): 3 clusters
  Score: Raw -1455954.932259 + Penalty 3056.572189 = -1452898.360070
  nChanged 48
		SP:Iteration 38Q (50230.240000 sec): 3 clusters
  Score: Raw -1455968.433052 + Penalty 3056.572189 = -1452911.860863
  nChanged 35
		SP:Iteration 39Q (50230.450000 sec): 3 clusters
  Score: Raw -1455977.351414 + Penalty 3056.572189 = -1452920.779225
  nChanged 27
		SP:Iteration 40F (50230.670000 sec): 3 clusters
  Score: Raw -1455985.013302 + Penalty 3056.572189 = -1452928.441113
  nChanged 29
		SP:Iteration 41Q (50230.930000 sec): 3 clusters
  Score: Raw -1455994.298652 + Penalty 3056.572189 = -1452937.726463
  nChanged 31
		SP:Iteration 42Q (50231.110000 sec): 3 clusters
  Score: Raw -1456002.454241 + Penalty 3056.572189 = -1452945.882052
  nChanged 21
		SP:Iteration 43Q (50231.320000 sec): 3 clusters
  Score: Raw -1456006.883281 + Penalty 3056.572189 = -1452950.311092
  nChanged 16
		SP:Iteration 44Q (50231.570000 sec): 3 clusters
  Score: Raw -1456010.127956 + Penalty 3056.572189 = -1452953.555767
  nChanged 13
		SP:Iteration 45Q (50231.770000 sec): 3 clusters
  Score: Raw -1456012.808143 + Penalty 3056.572189 = -1452956.235954
  nChanged 9
		SP:Iteration 46Q (50231.990000 sec): 3 clusters
  Score: Raw -1456015.000081 + Penalty 3056.572189 = -1452958.427892
  nChanged 9
		SP:Iteration 47Q (50232.190000 sec): 3 clusters
  Score: Raw -1456016.542898 + Penalty 3056.572189 = -1452959.970708
  nChanged 6
		SP:Iteration 48Q (50232.430000 sec): 3 clusters
  Score: Raw -1456017.417597 + Penalty 3056.572189 = -1452960.845408
  nChanged 5
		SP:Iteration 49Q (50232.630000 sec): 3 clusters
  Score: Raw -1456018.446882 + Penalty 3056.572189 = -1452961.874693
  nChanged 4
		SP:Iteration 50Q (50232.870000 sec): 3 clusters
  Score: Raw -1456019.329641 + Penalty 3056.572189 = -1452962.757452
  nChanged 2
		SP:Iteration 51Q (50233.080000 sec): 3 clusters
  Score: Raw -1456019.585691 + Penalty 3056.572189 = -1452963.013502
  nChanged 1
		SP:Iteration 52Q (50233.290000 sec): 3 clusters
  Score: Raw -1456019.721402 + Penalty 3056.572189 = -1452963.149213
  nChanged 1
		SP:Iteration 53Q (50233.530000 sec): 3 clusters
  Score: Raw -1456019.804961 + Penalty 3056.572189 = -1452963.232772
  nChanged 0
		SP:Iteration 54F (50233.790000 sec): 3 clusters
  Score: Raw -1456019.804961 + Penalty 3056.572189 = -1452963.232772
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50233.890000 sec): 2 clusters
  Score: Raw -100260.454301 + Penalty 1105.569604 = -99154.884696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50234.030000 sec): 3 clusters
  Score: Raw -100002.740882 + Penalty 2211.139209 = -97791.601674
  nChanged 277
		SP:Iteration 1F (50234.230000 sec): 3 clusters
  Score: Raw -100313.018854 + Penalty 2211.139209 = -98101.879645
  nChanged 60
		SP:Iteration 2F (50234.400000 sec): 3 clusters
  Score: Raw -100387.485052 + Penalty 2211.139209 = -98176.345843
  nChanged 33
		SP:Iteration 3Q (50234.550000 sec): 3 clusters
  Score: Raw -100435.332440 + Penalty 2211.139209 = -98224.193232
  nChanged 21
		SP:Iteration 4Q (50234.720000 sec): 3 clusters
  Score: Raw -100465.368415 + Penalty 2211.139209 = -98254.229206
  nChanged 24
		SP:Iteration 5Q (50234.910000 sec): 3 clusters
  Score: Raw -100501.085300 + Penalty 2211.139209 = -98289.946091
  nChanged 21
		SP:Iteration 6Q (50235.090000 sec): 3 clusters
  Score: Raw -100526.192835 + Penalty 2211.139209 = -98315.053626
  nChanged 26
		SP:Iteration 7Q (50235.290000 sec): 3 clusters
  Score: Raw -100568.242653 + Penalty 2211.139209 = -98357.103444
  nChanged 28
		SP:Iteration 8Q (50235.460000 sec): 3 clusters
  Score: Raw -100618.469095 + Penalty 2211.139209 = -98407.329886
  nChanged 29
		SP:Iteration 9Q (50235.650000 sec): 3 clusters
  Score: Raw -100670.224128 + Penalty 2211.139209 = -98459.084919
  nChanged 24
		SP:Iteration 10Q (50235.830000 sec): 3 clusters
  Score: Raw -100703.104531 + Penalty 2211.139209 = -98491.965322
  nChanged 15
		SP:Iteration 11Q (50236.000000 sec): 3 clusters
  Score: Raw -100730.123329 + Penalty 2211.139209 = -98518.984121
  nChanged 19
		SP:Iteration 12Q (50236.180000 sec): 3 clusters
  Score: Raw -100756.304301 + Penalty 2211.139209 = -98545.165092
  nChanged 19
		SP:Iteration 13Q (50236.340000 sec): 3 clusters
  Score: Raw -100791.594637 + Penalty 2211.139209 = -98580.455428
  nChanged 19
		SP:Iteration 14Q (50236.500000 sec): 3 clusters
  Score: Raw -100830.259824 + Penalty 2211.139209 = -98619.120615
  nChanged 18
		SP:Iteration 15Q (50236.670000 sec): 3 clusters
  Score: Raw -100863.074343 + Penalty 2211.139209 = -98651.935134
  nChanged 15
		SP:Iteration 16Q (50236.840000 sec): 3 clusters
  Score: Raw -100896.602092 + Penalty 2211.139209 = -98685.462883
  nChanged 12
		SP:Iteration 17Q (50237.050000 sec): 3 clusters
  Score: Raw -100911.914554 + Penalty 2211.139209 = -98700.775345
  nChanged 5
		SP:Iteration 18Q (50237.210000 sec): 3 clusters
  Score: Raw -100923.005948 + Penalty 2211.139209 = -98711.866739
  nChanged 8
		SP:Iteration 19Q (50237.400000 sec): 3 clusters
  Score: Raw -100936.933673 + Penalty 2211.139209 = -98725.794464
  nChanged 6
		SP:Iteration 20F (50237.570000 sec): 3 clusters
  Score: Raw -100944.259644 + Penalty 2211.139209 = -98733.120435
  nChanged 8
		SP:Iteration 21Q (50237.730000 sec): 3 clusters
  Score: Raw -100967.593595 + Penalty 2211.139209 = -98756.454386
  nChanged 10
		SP:Iteration 22Q (50237.920000 sec): 3 clusters
  Score: Raw -100995.482999 + Penalty 2211.139209 = -98784.343790
  nChanged 10
		SP:Iteration 23Q (50238.050000 sec): 3 clusters
  Score: Raw -101017.601692 + Penalty 2211.139209 = -98806.462483
  nChanged 9
		SP:Iteration 24Q (50238.260000 sec): 3 clusters
  Score: Raw -101043.418545 + Penalty 2211.139209 = -98832.279336
  nChanged 7
		SP:Iteration 25Q (50238.420000 sec): 3 clusters
  Score: Raw -101066.132193 + Penalty 2211.139209 = -98854.992984
  nChanged 8
		SP:Iteration 26Q (50238.530000 sec): 3 clusters
  Score: Raw -101078.284181 + Penalty 2211.139209 = -98867.144972
  nChanged 6
		SP:Iteration 27Q (50238.710000 sec): 3 clusters
  Score: Raw -101095.229859 + Penalty 2211.139209 = -98884.090650
  nChanged 8
		SP:Iteration 28Q (50238.890000 sec): 3 clusters
  Score: Raw -101119.222830 + Penalty 2211.139209 = -98908.083621
  nChanged 5
		SP:Iteration 29Q (50239.070000 sec): 3 clusters
  Score: Raw -101130.305949 + Penalty 2211.139209 = -98919.166740
  nChanged 4
		SP:Iteration 30Q (50239.230000 sec): 3 clusters
  Score: Raw -101142.580263 + Penalty 2211.139209 = -98931.441055
  nChanged 3
		SP:Iteration 31Q (50239.410000 sec): 3 clusters
  Score: Raw -101145.819026 + Penalty 2211.139209 = -98934.679818
  nChanged 0
		SP:Iteration 32F (50239.600000 sec): 3 clusters
  Score: Raw -101146.347061 + Penalty 2211.139209 = -98935.207852
  nChanged 1
		SP:Iteration 33Q (50239.770000 sec): 3 clusters
  Score: Raw -101148.727843 + Penalty 2211.139209 = -98937.588634
  nChanged 2
		SP:Iteration 34Q (50239.940000 sec): 3 clusters
  Score: Raw -101150.954212 + Penalty 2211.139209 = -98939.815003
  nChanged 1
		SP:Iteration 35Q (50240.110000 sec): 3 clusters
  Score: Raw -101152.093762 + Penalty 2211.139209 = -98940.954554
  nChanged 0
		SP:Iteration 36F (50240.330000 sec): 3 clusters
  Score: Raw -101152.093762 + Penalty 2211.139209 = -98940.954554
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50240.410000 sec): 2 clusters
  Score: Raw -537013.418414 + Penalty 1367.607477 = -535645.810937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50240.620000 sec): 3 clusters
  Score: Raw -534744.187884 + Penalty 2735.214953 = -532008.972931
  nChanged 1752
		SP:Iteration 1F (50240.790000 sec): 3 clusters
  Score: Raw -535758.585274 + Penalty 2735.214953 = -533023.370321
  nChanged 359
		SP:Iteration 2F (50240.960000 sec): 3 clusters
  Score: Raw -536062.243078 + Penalty 2735.214953 = -533327.028124
  nChanged 320
		SP:Iteration 3F (50241.170000 sec): 3 clusters
  Score: Raw -536313.500198 + Penalty 2735.214953 = -533578.285245
  nChanged 282
		SP:Iteration 4F (50241.330000 sec): 3 clusters
  Score: Raw -536532.295441 + Penalty 2735.214953 = -533797.080488
  nChanged 245
		SP:Iteration 5F (50241.530000 sec): 3 clusters
  Score: Raw -536720.241495 + Penalty 2735.214953 = -533985.026542
  nChanged 219
		SP:Iteration 6Q (50241.690000 sec): 3 clusters
  Score: Raw -536898.527143 + Penalty 2735.214953 = -534163.312190
  nChanged 189
		SP:Iteration 7Q (50241.920000 sec): 3 clusters
  Score: Raw -537068.661012 + Penalty 2735.214953 = -534333.446059
  nChanged 143
		SP:Iteration 8Q (50242.110000 sec): 3 clusters
  Score: Raw -537186.249698 + Penalty 2735.214953 = -534451.034745
  nChanged 101
		SP:Iteration 9Q (50242.310000 sec): 3 clusters
  Score: Raw -537259.842789 + Penalty 2735.214953 = -534524.627836
  nChanged 72
		SP:Iteration 10Q (50242.480000 sec): 3 clusters
  Score: Raw -537319.169773 + Penalty 2735.214953 = -534583.954820
  nChanged 45
		SP:Iteration 11Q (50242.660000 sec): 3 clusters
  Score: Raw -537354.703217 + Penalty 2735.214953 = -534619.488264
  nChanged 37
		SP:Iteration 12Q (50242.880000 sec): 3 clusters
  Score: Raw -537384.186026 + Penalty 2735.214953 = -534648.971073
  nChanged 34
		SP:Iteration 13Q (50243.030000 sec): 3 clusters
  Score: Raw -537417.957201 + Penalty 2735.214953 = -534682.742248
  nChanged 36
		SP:Iteration 14Q (50243.210000 sec): 3 clusters
  Score: Raw -537450.688715 + Penalty 2735.214953 = -534715.473762
  nChanged 33
		SP:Iteration 15Q (50243.370000 sec): 3 clusters
  Score: Raw -537482.691848 + Penalty 2735.214953 = -534747.476895
  nChanged 30
		SP:Iteration 16Q (50243.570000 sec): 3 clusters
  Score: Raw -537519.608476 + Penalty 2735.214953 = -534784.393523
  nChanged 21
		SP:Iteration 17Q (50243.780000 sec): 3 clusters
  Score: Raw -537538.522494 + Penalty 2735.214953 = -534803.307541
  nChanged 22
		SP:Iteration 18Q (50243.950000 sec): 3 clusters
  Score: Raw -537562.030998 + Penalty 2735.214953 = -534826.816044
  nChanged 23
		SP:Iteration 19Q (50244.130000 sec): 3 clusters
  Score: Raw -537588.593039 + Penalty 2735.214953 = -534853.378086
  nChanged 24
		SP:Iteration 20F (50244.300000 sec): 3 clusters
  Score: Raw -537609.937003 + Penalty 2735.214953 = -534874.722050
  nChanged 13
		SP:Iteration 21Q (50244.500000 sec): 3 clusters
  Score: Raw -537623.595842 + Penalty 2735.214953 = -534888.380889
  nChanged 11
		SP:Iteration 22Q (50244.700000 sec): 3 clusters
  Score: Raw -537630.812133 + Penalty 2735.214953 = -534895.597180
  nChanged 9
		SP:Iteration 23Q (50244.910000 sec): 3 clusters
  Score: Raw -537636.502857 + Penalty 2735.214953 = -534901.287904
  nChanged 7
		SP:Iteration 24Q (50245.060000 sec): 3 clusters
  Score: Raw -537642.132586 + Penalty 2735.214953 = -534906.917633
  nChanged 4
		SP:Iteration 25Q (50245.230000 sec): 3 clusters
  Score: Raw -537643.950682 + Penalty 2735.214953 = -534908.735729
  nChanged 1
		SP:Iteration 26Q (50245.430000 sec): 3 clusters
  Score: Raw -537644.329626 + Penalty 2735.214953 = -534909.114673
  nChanged 0
		SP:Iteration 27F (50245.590000 sec): 3 clusters
  Score: Raw -537644.329626 + Penalty 2735.214953 = -534909.114673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50245.690000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50245.900000 sec): 3 clusters
  Score: Raw -166923.248389 + Penalty 2363.755094 = -164559.493296
  nChanged 476
		SP:Iteration 1F (50246.040000 sec): 3 clusters
  Score: Raw -167426.905639 + Penalty 2363.755094 = -165063.150546
  nChanged 153
		SP:Iteration 2F (50246.230000 sec): 3 clusters
  Score: Raw -167697.802790 + Penalty 2363.755094 = -165334.047697
  nChanged 115
		SP:Iteration 3F (50246.440000 sec): 3 clusters
  Score: Raw -167832.054105 + Penalty 2363.755094 = -165468.299011
  nChanged 67
		SP:Iteration 4Q (50246.580000 sec): 3 clusters
  Score: Raw -167913.618364 + Penalty 2363.755094 = -165549.863271
  nChanged 42
		SP:Iteration 5Q (50246.750000 sec): 3 clusters
  Score: Raw -167973.269524 + Penalty 2363.755094 = -165609.514430
  nChanged 35
		SP:Iteration 6Q (50246.890000 sec): 3 clusters
  Score: Raw -168013.478283 + Penalty 2363.755094 = -165649.723189
  nChanged 34
		SP:Iteration 7Q (50247.030000 sec): 3 clusters
  Score: Raw -168061.980976 + Penalty 2363.755094 = -165698.225882
  nChanged 22
		SP:Iteration 8Q (50247.200000 sec): 3 clusters
  Score: Raw -168087.877313 + Penalty 2363.755094 = -165724.122219
  nChanged 13
		SP:Iteration 9Q (50247.360000 sec): 3 clusters
  Score: Raw -168102.550065 + Penalty 2363.755094 = -165738.794971
  nChanged 8
		SP:Iteration 10Q (50247.500000 sec): 3 clusters
  Score: Raw -168114.794733 + Penalty 2363.755094 = -165751.039639
  nChanged 8
		SP:Iteration 11Q (50247.680000 sec): 3 clusters
  Score: Raw -168123.710526 + Penalty 2363.755094 = -165759.955433
  nChanged 3
		SP:Iteration 12Q (50247.860000 sec): 3 clusters
  Score: Raw -168126.973975 + Penalty 2363.755094 = -165763.218882
  nChanged 2
		SP:Iteration 13Q (50248.010000 sec): 3 clusters
  Score: Raw -168129.167651 + Penalty 2363.755094 = -165765.412557
  nChanged 0
		SP:Iteration 14F (50248.170000 sec): 3 clusters
  Score: Raw -168129.167651 + Penalty 2363.755094 = -165765.412557
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50248.280000 sec): 2 clusters
  Score: Raw -9985.797274 + Penalty 854.342998 = -9131.454276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50248.420000 sec): 3 clusters
  Score: Raw -10163.549481 + Penalty 1708.685996 = -8454.863485
  nChanged 49
		SP:Iteration 1F (50248.580000 sec): 3 clusters
  Score: Raw -10441.969932 + Penalty 1708.685996 = -8733.283936
  nChanged 15
		SP:Iteration 2F (50248.750000 sec): 3 clusters
  Score: Raw -10551.079181 + Penalty 1708.685996 = -8842.393185
  nChanged 6
		SP:Iteration 3Q (50248.930000 sec): 3 clusters
  Score: Raw -10576.918700 + Penalty 1708.685996 = -8868.232704
  nChanged 2
		SP:Iteration 4Q (50249.140000 sec): 3 clusters
  Score: Raw -10580.025798 + Penalty 1708.685996 = -8871.339802
  nChanged 0
		SP:Iteration 5F (50249.300000 sec): 3 clusters
  Score: Raw -10580.025798 + Penalty 1708.685996 = -8871.339802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50249.420000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50249.590000 sec): 3 clusters
  Score: Raw -42221.622439 + Penalty 1938.163287 = -40283.459152
  nChanged 77
		SP:Iteration 1F (50249.740000 sec): 3 clusters
  Score: Raw -42340.621480 + Penalty 1938.163287 = -40402.458193
  nChanged 17
		SP:Iteration 2Q (50249.900000 sec): 3 clusters
  Score: Raw -42379.512345 + Penalty 1938.163287 = -40441.349058
  nChanged 8
		SP:Iteration 3Q (50250.040000 sec): 3 clusters
  Score: Raw -42391.506371 + Penalty 1938.163287 = -40453.343085
  nChanged 2
		SP:Iteration 4Q (50250.180000 sec): 3 clusters
  Score: Raw -42394.254233 + Penalty 1938.163287 = -40456.090947
  nChanged 1
		SP:Iteration 5Q (50250.320000 sec): 3 clusters
  Score: Raw -42395.793316 + Penalty 1938.163287 = -40457.630029
  nChanged 2
		SP:Iteration 6Q (50250.470000 sec): 3 clusters
  Score: Raw -42402.006290 + Penalty 1938.163287 = -40463.843003
  nChanged 1
		SP:Iteration 7Q (50250.620000 sec): 3 clusters
  Score: Raw -42403.578970 + Penalty 1938.163287 = -40465.415683
  nChanged 2
		SP:Iteration 8Q (50250.820000 sec): 3 clusters
  Score: Raw -42406.395925 + Penalty 1938.163287 = -40468.232638
  nChanged 0
		SP:Iteration 9F (50250.990000 sec): 3 clusters
  Score: Raw -42406.395925 + Penalty 1938.163287 = -40468.232638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50251.130000 sec): 2 clusters
  Score: Raw -2088475.798449 + Penalty 1585.270286 = -2086890.528164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50251.390000 sec): 3 clusters
  Score: Raw -2078207.280916 + Penalty 3170.540571 = -2075036.740345
  nChanged 7771
		SP:Iteration 1F (50251.650000 sec): 3 clusters
  Score: Raw -2082393.517317 + Penalty 3170.540571 = -2079222.976746
  nChanged 786
		SP:Iteration 2Q (50251.870000 sec): 3 clusters
  Score: Raw -2082619.093683 + Penalty 3170.540571 = -2079448.553112
  nChanged 675
		SP:Iteration 3Q (50252.150000 sec): 3 clusters
  Score: Raw -2082817.803533 + Penalty 3170.540571 = -2079647.262962
  nChanged 585
		SP:Iteration 4Q (50252.370000 sec): 3 clusters
  Score: Raw -2082978.430967 + Penalty 3170.540571 = -2079807.890396
  nChanged 519
		SP:Iteration 5Q (50252.650000 sec): 3 clusters
  Score: Raw -2083120.615415 + Penalty 3170.540571 = -2079950.074843
  nChanged 539
		SP:Iteration 6Q (50252.870000 sec): 3 clusters
  Score: Raw -2083274.294897 + Penalty 3170.540571 = -2080103.754325
  nChanged 502
		SP:Iteration 7Q (50253.150000 sec): 3 clusters
  Score: Raw -2083439.760334 + Penalty 3170.540571 = -2080269.219763
  nChanged 501
		SP:Iteration 8Q (50253.390000 sec): 3 clusters
  Score: Raw -2083600.878271 + Penalty 3170.540571 = -2080430.337700
  nChanged 511
		SP:Iteration 9Q (50253.680000 sec): 3 clusters
  Score: Raw -2083780.012106 + Penalty 3170.540571 = -2080609.471535
  nChanged 526
		SP:Iteration 10Q (50253.920000 sec): 3 clusters
  Score: Raw -2083985.140972 + Penalty 3170.540571 = -2080814.600400
  nChanged 544
		SP:Iteration 11Q (50254.210000 sec): 3 clusters
  Score: Raw -2084218.390748 + Penalty 3170.540571 = -2081047.850177
  nChanged 609
		SP:Iteration 12Q (50254.450000 sec): 3 clusters
  Score: Raw -2084517.927479 + Penalty 3170.540571 = -2081347.386908
  nChanged 631
		SP:Iteration 13Q (50254.700000 sec): 3 clusters
  Score: Raw -2084863.215794 + Penalty 3170.540571 = -2081692.675223
  nChanged 647
		SP:Iteration 14Q (50254.940000 sec): 3 clusters
  Score: Raw -2085249.610551 + Penalty 3170.540571 = -2082079.069980
  nChanged 679
		SP:Iteration 15Q (50255.250000 sec): 3 clusters
  Score: Raw -2085690.317769 + Penalty 3170.540571 = -2082519.777198
  nChanged 657
		SP:Iteration 16Q (50255.500000 sec): 3 clusters
  Score: Raw -2086101.339668 + Penalty 3170.540571 = -2082930.799097
  nChanged 606
		SP:Iteration 17Q (50255.740000 sec): 3 clusters
  Score: Raw -2086427.753314 + Penalty 3170.540571 = -2083257.212743
  nChanged 535
		SP:Iteration 18Q (50256.030000 sec): 3 clusters
  Score: Raw -2086713.673402 + Penalty 3170.540571 = -2083543.132831
  nChanged 447
		SP:Iteration 19Q (50256.270000 sec): 3 clusters
  Score: Raw -2086944.000136 + Penalty 3170.540571 = -2083773.459564
  nChanged 380
		SP:Iteration 20F (50256.490000 sec): 3 clusters
  Score: Raw -2087125.970251 + Penalty 3170.540571 = -2083955.429679
  nChanged 360
		SP:Iteration 21Q (50256.750000 sec): 3 clusters
  Score: Raw -2087298.023631 + Penalty 3170.540571 = -2084127.483060
  nChanged 325
		SP:Iteration 22Q (50257.000000 sec): 3 clusters
  Score: Raw -2087457.441916 + Penalty 3170.540571 = -2084286.901345
  nChanged 302
		SP:Iteration 23Q (50257.290000 sec): 3 clusters
  Score: Raw -2087598.941136 + Penalty 3170.540571 = -2084428.400565
  nChanged 295
		SP:Iteration 24Q (50257.520000 sec): 3 clusters
  Score: Raw -2087733.824570 + Penalty 3170.540571 = -2084563.283999
  nChanged 247
		SP:Iteration 25Q (50257.810000 sec): 3 clusters
  Score: Raw -2087856.659906 + Penalty 3170.540571 = -2084686.119335
  nChanged 237
		SP:Iteration 26Q (50258.040000 sec): 3 clusters
  Score: Raw -2087985.961241 + Penalty 3170.540571 = -2084815.420670
  nChanged 229
		SP:Iteration 27Q (50258.240000 sec): 3 clusters
  Score: Raw -2088116.139917 + Penalty 3170.540571 = -2084945.599346
  nChanged 204
		SP:Iteration 28Q (50258.530000 sec): 3 clusters
  Score: Raw -2088231.181842 + Penalty 3170.540571 = -2085060.641271
  nChanged 192
		SP:Iteration 29Q (50258.760000 sec): 3 clusters
  Score: Raw -2088338.124617 + Penalty 3170.540571 = -2085167.584046
  nChanged 140
		SP:Iteration 30Q (50259.040000 sec): 3 clusters
  Score: Raw -2088414.704334 + Penalty 3170.540571 = -2085244.163763
  nChanged 110
		SP:Iteration 31Q (50259.260000 sec): 3 clusters
  Score: Raw -2088471.966702 + Penalty 3170.540571 = -2085301.426131
  nChanged 88
		SP:Iteration 32Q (50259.510000 sec): 3 clusters
  Score: Raw -2088511.637569 + Penalty 3170.540571 = -2085341.096998
  nChanged 69
		SP:Iteration 33Q (50259.760000 sec): 3 clusters
  Score: Raw -2088537.917317 + Penalty 3170.540571 = -2085367.376746
  nChanged 51
		SP:Iteration 34Q (50260.020000 sec): 3 clusters
  Score: Raw -2088561.266273 + Penalty 3170.540571 = -2085390.725702
  nChanged 61
		SP:Iteration 35Q (50260.250000 sec): 3 clusters
  Score: Raw -2088592.257182 + Penalty 3170.540571 = -2085421.716611
  nChanged 50
		SP:Iteration 36Q (50260.490000 sec): 3 clusters
  Score: Raw -2088613.659295 + Penalty 3170.540571 = -2085443.118724
  nChanged 39
		SP:Iteration 37Q (50260.740000 sec): 3 clusters
  Score: Raw -2088635.196752 + Penalty 3170.540571 = -2085464.656181
  nChanged 43
		SP:Iteration 38Q (50260.990000 sec): 3 clusters
  Score: Raw -2088661.163204 + Penalty 3170.540571 = -2085490.622633
  nChanged 40
		SP:Iteration 39Q (50261.240000 sec): 3 clusters
  Score: Raw -2088680.233903 + Penalty 3170.540571 = -2085509.693332
  nChanged 29
		SP:Iteration 40F (50261.430000 sec): 3 clusters
  Score: Raw -2088694.092747 + Penalty 3170.540571 = -2085523.552176
  nChanged 24
		SP:Iteration 41Q (50261.690000 sec): 3 clusters
  Score: Raw -2088706.198553 + Penalty 3170.540571 = -2085535.657982
  nChanged 20
		SP:Iteration 42Q (50261.900000 sec): 3 clusters
  Score: Raw -2088716.900325 + Penalty 3170.540571 = -2085546.359754
  nChanged 14
		SP:Iteration 43Q (50262.130000 sec): 3 clusters
  Score: Raw -2088721.671479 + Penalty 3170.540571 = -2085551.130908
  nChanged 9
		SP:Iteration 44Q (50262.400000 sec): 3 clusters
  Score: Raw -2088725.115648 + Penalty 3170.540571 = -2085554.575077
  nChanged 7
		SP:Iteration 45Q (50262.630000 sec): 3 clusters
  Score: Raw -2088728.289078 + Penalty 3170.540571 = -2085557.748507
  nChanged 10
		SP:Iteration 46Q (50262.860000 sec): 3 clusters
  Score: Raw -2088732.294012 + Penalty 3170.540571 = -2085561.753441
  nChanged 7
		SP:Iteration 47Q (50263.090000 sec): 3 clusters
  Score: Raw -2088735.551399 + Penalty 3170.540571 = -2085565.010827
  nChanged 8
		SP:Iteration 48Q (50263.340000 sec): 3 clusters
  Score: Raw -2088739.187374 + Penalty 3170.540571 = -2085568.646803
  nChanged 5
		SP:Iteration 49Q (50263.590000 sec): 3 clusters
  Score: Raw -2088743.437418 + Penalty 3170.540571 = -2085572.896847
  nChanged 8
		SP:Iteration 50Q (50263.800000 sec): 3 clusters
  Score: Raw -2088749.411037 + Penalty 3170.540571 = -2085578.870466
  nChanged 7
		SP:Iteration 51Q (50264.070000 sec): 3 clusters
  Score: Raw -2088753.194771 + Penalty 3170.540571 = -2085582.654200
  nChanged 8
		SP:Iteration 52Q (50264.260000 sec): 3 clusters
  Score: Raw -2088757.410384 + Penalty 3170.540571 = -2085586.869813
  nChanged 3
		SP:Iteration 53Q (50264.480000 sec): 3 clusters
  Score: Raw -2088758.207119 + Penalty 3170.540571 = -2085587.666548
  nChanged 3
		SP:Iteration 54Q (50264.710000 sec): 3 clusters
  Score: Raw -2088759.880412 + Penalty 3170.540571 = -2085589.339841
  nChanged 1
		SP:Iteration 55Q (50264.940000 sec): 3 clusters
  Score: Raw -2088760.250762 + Penalty 3170.540571 = -2085589.710191
  nChanged 0
		SP:Iteration 56F (50265.190000 sec): 3 clusters
  Score: Raw -2088760.250762 + Penalty 3170.540571 = -2085589.710191
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50265.310000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50265.530000 sec): 3 clusters
  Score: Raw -61462.563688 + Penalty 2045.361266 = -59417.202423
  nChanged 129
		SP:Iteration 1F (50265.680000 sec): 3 clusters
  Score: Raw -61627.747759 + Penalty 2045.361266 = -59582.386493
  nChanged 35
		SP:Iteration 2F (50265.840000 sec): 3 clusters
  Score: Raw -61688.104783 + Penalty 2045.361266 = -59642.743518
  nChanged 19
		SP:Iteration 3Q (50266.050000 sec): 3 clusters
  Score: Raw -61720.552633 + Penalty 2045.361266 = -59675.191368
  nChanged 10
		SP:Iteration 4Q (50266.190000 sec): 3 clusters
  Score: Raw -61740.242096 + Penalty 2045.361266 = -59694.880830
  nChanged 10
		SP:Iteration 5Q (50266.380000 sec): 3 clusters
  Score: Raw -61761.233684 + Penalty 2045.361266 = -59715.872418
  nChanged 11
		SP:Iteration 6Q (50266.560000 sec): 3 clusters
  Score: Raw -61774.621502 + Penalty 2045.361266 = -59729.260236
  nChanged 6
		SP:Iteration 7Q (50266.740000 sec): 3 clusters
  Score: Raw -61785.538516 + Penalty 2045.361266 = -59740.177250
  nChanged 8
		SP:Iteration 8Q (50266.880000 sec): 3 clusters
  Score: Raw -61795.317401 + Penalty 2045.361266 = -59749.956135
  nChanged 3
		SP:Iteration 9Q (50267.100000 sec): 3 clusters
  Score: Raw -61798.673668 + Penalty 2045.361266 = -59753.312402
  nChanged 1
		SP:Iteration 10Q (50267.280000 sec): 3 clusters
  Score: Raw -61799.332565 + Penalty 2045.361266 = -59753.971300
  nChanged 1
		SP:Iteration 11Q (50267.460000 sec): 3 clusters
  Score: Raw -61800.241216 + Penalty 2045.361266 = -59754.879950
  nChanged 1
		SP:Iteration 12Q (50267.640000 sec): 3 clusters
  Score: Raw -61801.835055 + Penalty 2045.361266 = -59756.473790
  nChanged 1
		SP:Iteration 13Q (50267.780000 sec): 3 clusters
  Score: Raw -61803.054097 + Penalty 2045.361266 = -59757.692831
  nChanged 2
		SP:Iteration 14Q (50267.960000 sec): 3 clusters
  Score: Raw -61809.880923 + Penalty 2045.361266 = -59764.519657
  nChanged 4
		SP:Iteration 15Q (50268.140000 sec): 3 clusters
  Score: Raw -61814.450208 + Penalty 2045.361266 = -59769.088942
  nChanged 2
		SP:Iteration 16Q (50268.320000 sec): 3 clusters
  Score: Raw -61818.615084 + Penalty 2045.361266 = -59773.253819
  nChanged 2
		SP:Iteration 17Q (50268.520000 sec): 3 clusters
  Score: Raw -61821.466734 + Penalty 2045.361266 = -59776.105468
  nChanged 3
		SP:Iteration 18Q (50268.700000 sec): 3 clusters
  Score: Raw -61824.531350 + Penalty 2045.361266 = -59779.170084
  nChanged 1
		SP:Iteration 19Q (50268.850000 sec): 3 clusters
  Score: Raw -61825.761566 + Penalty 2045.361266 = -59780.400300
  nChanged 0
		SP:Iteration 20F (50268.990000 sec): 3 clusters
  Score: Raw -61825.761566 + Penalty 2045.361266 = -59780.400300
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50269.200000 sec): 2 clusters
  Score: Raw -1719377.065091 + Penalty 1560.398129 = -1717816.666962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50269.400000 sec): 3 clusters
  Score: Raw -1710671.715774 + Penalty 3120.796258 = -1707550.919516
  nChanged 6503
		SP:Iteration 1F (50269.660000 sec): 3 clusters
  Score: Raw -1714271.939144 + Penalty 3120.796258 = -1711151.142885
  nChanged 940
		SP:Iteration 2F (50269.870000 sec): 3 clusters
  Score: Raw -1714696.887307 + Penalty 3120.796258 = -1711576.091049
  nChanged 830
		SP:Iteration 3F (50270.090000 sec): 3 clusters
  Score: Raw -1715124.862047 + Penalty 3120.796258 = -1712004.065789
  nChanged 808
		SP:Iteration 4F (50270.360000 sec): 3 clusters
  Score: Raw -1715602.104430 + Penalty 3120.796258 = -1712481.308171
  nChanged 857
		SP:Iteration 5F (50270.610000 sec): 3 clusters
  Score: Raw -1716083.169001 + Penalty 3120.796258 = -1712962.372743
  nChanged 772
		SP:Iteration 6F (50270.810000 sec): 3 clusters
  Score: Raw -1716511.961286 + Penalty 3120.796258 = -1713391.165028
  nChanged 710
		SP:Iteration 7Q (50271.060000 sec): 3 clusters
  Score: Raw -1716875.161734 + Penalty 3120.796258 = -1713754.365476
  nChanged 691
		SP:Iteration 8Q (50271.310000 sec): 3 clusters
  Score: Raw -1717241.446069 + Penalty 3120.796258 = -1714120.649811
  nChanged 636
		SP:Iteration 9Q (50271.590000 sec): 3 clusters
  Score: Raw -1717574.027390 + Penalty 3120.796258 = -1714453.231132
  nChanged 585
		SP:Iteration 10Q (50271.810000 sec): 3 clusters
  Score: Raw -1717897.138487 + Penalty 3120.796258 = -1714776.342229
  nChanged 546
		SP:Iteration 11Q (50272.070000 sec): 3 clusters
  Score: Raw -1718212.589159 + Penalty 3120.796258 = -1715091.792901
  nChanged 481
		SP:Iteration 12Q (50272.260000 sec): 3 clusters
  Score: Raw -1718449.011150 + Penalty 3120.796258 = -1715328.214891
  nChanged 390
		SP:Iteration 13Q (50272.550000 sec): 3 clusters
  Score: Raw -1718621.433963 + Penalty 3120.796258 = -1715500.637705
  nChanged 305
		SP:Iteration 14Q (50272.780000 sec): 3 clusters
  Score: Raw -1718735.076756 + Penalty 3120.796258 = -1715614.280498
  nChanged 224
		SP:Iteration 15Q (50273.000000 sec): 3 clusters
  Score: Raw -1718806.283532 + Penalty 3120.796258 = -1715685.487274
  nChanged 194
		SP:Iteration 16Q (50273.260000 sec): 3 clusters
  Score: Raw -1718869.218432 + Penalty 3120.796258 = -1715748.422174
  nChanged 163
		SP:Iteration 17Q (50273.510000 sec): 3 clusters
  Score: Raw -1718916.400386 + Penalty 3120.796258 = -1715795.604128
  nChanged 141
		SP:Iteration 18Q (50273.710000 sec): 3 clusters
  Score: Raw -1718955.833911 + Penalty 3120.796258 = -1715835.037653
  nChanged 128
		SP:Iteration 19Q (50273.980000 sec): 3 clusters
  Score: Raw -1718985.685778 + Penalty 3120.796258 = -1715864.889519
  nChanged 115
		SP:Iteration 20F (50274.190000 sec): 3 clusters
  Score: Raw -1719010.476167 + Penalty 3120.796258 = -1715889.679909
  nChanged 92
		SP:Iteration 21Q (50274.410000 sec): 3 clusters
  Score: Raw -1719027.942473 + Penalty 3120.796258 = -1715907.146215
  nChanged 78
		SP:Iteration 22Q (50274.670000 sec): 3 clusters
  Score: Raw -1719042.594115 + Penalty 3120.796258 = -1715921.797857
  nChanged 77
		SP:Iteration 23Q (50274.910000 sec): 3 clusters
  Score: Raw -1719058.509908 + Penalty 3120.796258 = -1715937.713650
  nChanged 82
		SP:Iteration 24Q (50275.090000 sec): 3 clusters
  Score: Raw -1719074.187942 + Penalty 3120.796258 = -1715953.391684
  nChanged 78
		SP:Iteration 25Q (50275.310000 sec): 3 clusters
  Score: Raw -1719089.502711 + Penalty 3120.796258 = -1715968.706453
  nChanged 72
		SP:Iteration 26Q (50275.600000 sec): 3 clusters
  Score: Raw -1719101.646730 + Penalty 3120.796258 = -1715980.850471
  nChanged 62
		SP:Iteration 27Q (50275.790000 sec): 3 clusters
  Score: Raw -1719108.483020 + Penalty 3120.796258 = -1715987.686762
  nChanged 41
		SP:Iteration 28Q (50276.030000 sec): 3 clusters
  Score: Raw -1719113.176840 + Penalty 3120.796258 = -1715992.380582
  nChanged 37
		SP:Iteration 29Q (50276.280000 sec): 3 clusters
  Score: Raw -1719117.336196 + Penalty 3120.796258 = -1715996.539938
  nChanged 38
		SP:Iteration 30Q (50276.510000 sec): 3 clusters
  Score: Raw -1719121.502778 + Penalty 3120.796258 = -1716000.706519
  nChanged 52
		SP:Iteration 31Q (50276.770000 sec): 3 clusters
  Score: Raw -1719128.663099 + Penalty 3120.796258 = -1716007.866841
  nChanged 56
		SP:Iteration 32Q (50277.050000 sec): 3 clusters
  Score: Raw -1719137.021285 + Penalty 3120.796258 = -1716016.225027
  nChanged 66
		SP:Iteration 33Q (50277.270000 sec): 3 clusters
  Score: Raw -1719146.999816 + Penalty 3120.796258 = -1716026.203558
  nChanged 58
		SP:Iteration 34Q (50277.510000 sec): 3 clusters
  Score: Raw -1719154.766326 + Penalty 3120.796258 = -1716033.970068
  nChanged 55
		SP:Iteration 35Q (50277.720000 sec): 3 clusters
  Score: Raw -1719165.305863 + Penalty 3120.796258 = -1716044.509605
  nChanged 56
		SP:Iteration 36Q (50277.960000 sec): 3 clusters
  Score: Raw -1719174.137508 + Penalty 3120.796258 = -1716053.341250
  nChanged 39
		SP:Iteration 37Q (50278.200000 sec): 3 clusters
  Score: Raw -1719179.050982 + Penalty 3120.796258 = -1716058.254724
  nChanged 34
		SP:Iteration 38Q (50278.460000 sec): 3 clusters
  Score: Raw -1719183.201106 + Penalty 3120.796258 = -1716062.404848
  nChanged 26
		SP:Iteration 39Q (50278.660000 sec): 3 clusters
  Score: Raw -1719186.498025 + Penalty 3120.796258 = -1716065.701766
  nChanged 22
		SP:Iteration 40F (50278.910000 sec): 3 clusters
  Score: Raw -1719189.331976 + Penalty 3120.796258 = -1716068.535718
  nChanged 28
		SP:Iteration 41Q (50279.180000 sec): 3 clusters
  Score: Raw -1719192.238091 + Penalty 3120.796258 = -1716071.441832
  nChanged 23
		SP:Iteration 42Q (50279.400000 sec): 3 clusters
  Score: Raw -1719195.551731 + Penalty 3120.796258 = -1716074.755473
  nChanged 32
		SP:Iteration 43Q (50279.630000 sec): 3 clusters
  Score: Raw -1719200.845627 + Penalty 3120.796258 = -1716080.049368
  nChanged 30
		SP:Iteration 44Q (50279.860000 sec): 3 clusters
  Score: Raw -1719205.515247 + Penalty 3120.796258 = -1716084.718989
  nChanged 28
		SP:Iteration 45Q (50280.070000 sec): 3 clusters
  Score: Raw -1719209.591760 + Penalty 3120.796258 = -1716088.795502
  nChanged 26
		SP:Iteration 46Q (50280.330000 sec): 3 clusters
  Score: Raw -1719213.305208 + Penalty 3120.796258 = -1716092.508950
  nChanged 30
		SP:Iteration 47Q (50280.560000 sec): 3 clusters
  Score: Raw -1719217.404704 + Penalty 3120.796258 = -1716096.608446
  nChanged 37
		SP:Iteration 48Q (50280.800000 sec): 3 clusters
  Score: Raw -1719222.536751 + Penalty 3120.796258 = -1716101.740493
  nChanged 29
		SP:Iteration 49Q (50281.020000 sec): 3 clusters
  Score: Raw -1719225.796594 + Penalty 3120.796258 = -1716105.000336
  nChanged 20
		SP:Iteration 50Q (50281.240000 sec): 3 clusters
  Score: Raw -1719228.005349 + Penalty 3120.796258 = -1716107.209091
  nChanged 18
		SP:Iteration 51Q (50281.500000 sec): 3 clusters
  Score: Raw -1719230.009665 + Penalty 3120.796258 = -1716109.213407
  nChanged 26
		SP:Iteration 52Q (50281.700000 sec): 3 clusters
  Score: Raw -1719232.886482 + Penalty 3120.796258 = -1716112.090224
  nChanged 19
		SP:Iteration 53Q (50281.930000 sec): 3 clusters
  Score: Raw -1719235.290480 + Penalty 3120.796258 = -1716114.494222
  nChanged 20
		SP:Iteration 54Q (50282.200000 sec): 3 clusters
  Score: Raw -1719237.701524 + Penalty 3120.796258 = -1716116.905266
  nChanged 21
		SP:Iteration 55Q (50282.440000 sec): 3 clusters
  Score: Raw -1719240.397923 + Penalty 3120.796258 = -1716119.601665
  nChanged 19
		SP:Iteration 56Q (50282.680000 sec): 3 clusters
  Score: Raw -1719242.119357 + Penalty 3120.796258 = -1716121.323099
  nChanged 10
		SP:Iteration 57Q (50282.890000 sec): 3 clusters
  Score: Raw -1719243.433078 + Penalty 3120.796258 = -1716122.636820
  nChanged 14
		SP:Iteration 58Q (50283.140000 sec): 3 clusters
  Score: Raw -1719244.881528 + Penalty 3120.796258 = -1716124.085269
  nChanged 13
		SP:Iteration 59Q (50283.380000 sec): 3 clusters
  Score: Raw -1719245.937815 + Penalty 3120.796258 = -1716125.141557
  nChanged 11
		SP:Iteration 60F (50283.630000 sec): 3 clusters
  Score: Raw -1719247.449359 + Penalty 3120.796258 = -1716126.653101
  nChanged 9
		SP:Iteration 61Q (50283.840000 sec): 3 clusters
  Score: Raw -1719248.313381 + Penalty 3120.796258 = -1716127.517122
  nChanged 7
		SP:Iteration 62Q (50284.070000 sec): 3 clusters
  Score: Raw -1719248.723109 + Penalty 3120.796258 = -1716127.926851
  nChanged 3
		SP:Iteration 63Q (50284.280000 sec): 3 clusters
  Score: Raw -1719249.109802 + Penalty 3120.796258 = -1716128.313544
  nChanged 5
		SP:Iteration 64Q (50284.520000 sec): 3 clusters
  Score: Raw -1719249.528339 + Penalty 3120.796258 = -1716128.732080
  nChanged 1
		SP:Iteration 65Q (50284.750000 sec): 3 clusters
  Score: Raw -1719249.593146 + Penalty 3120.796258 = -1716128.796888
  nChanged 2
		SP:Iteration 66Q (50284.980000 sec): 3 clusters
  Score: Raw -1719249.687376 + Penalty 3120.796258 = -1716128.891118
  nChanged 1
		SP:Iteration 67Q (50285.260000 sec): 3 clusters
  Score: Raw -1719249.753750 + Penalty 3120.796258 = -1716128.957492
  nChanged 3
		SP:Iteration 68Q (50285.460000 sec): 3 clusters
  Score: Raw -1719250.017190 + Penalty 3120.796258 = -1716129.220932
  nChanged 2
		SP:Iteration 69Q (50285.720000 sec): 3 clusters
  Score: Raw -1719250.103594 + Penalty 3120.796258 = -1716129.307335
  nChanged 0
		SP:Iteration 70F (50285.990000 sec): 3 clusters
  Score: Raw -1719250.103594 + Penalty 3120.796258 = -1716129.307335
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50286.070000 sec): 2 clusters
  Score: Raw -222242.277444 + Penalty 1235.552393 = -221006.725051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50286.260000 sec): 3 clusters
  Score: Raw -221391.713077 + Penalty 2471.104785 = -218920.608292
  nChanged 705
		SP:Iteration 1F (50286.470000 sec): 3 clusters
  Score: Raw -221903.474646 + Penalty 2471.104785 = -219432.369860
  nChanged 171
		SP:Iteration 2F (50286.620000 sec): 3 clusters
  Score: Raw -222105.290832 + Penalty 2471.104785 = -219634.186047
  nChanged 153
		SP:Iteration 3F (50286.830000 sec): 3 clusters
  Score: Raw -222326.385686 + Penalty 2471.104785 = -219855.280900
  nChanged 142
		SP:Iteration 4F (50286.990000 sec): 3 clusters
  Score: Raw -222531.793116 + Penalty 2471.104785 = -220060.688331
  nChanged 116
		SP:Iteration 5F (50287.180000 sec): 3 clusters
  Score: Raw -222651.961216 + Penalty 2471.104785 = -220180.856431
  nChanged 101
		SP:Iteration 6F (50287.380000 sec): 3 clusters
  Score: Raw -222757.381473 + Penalty 2471.104785 = -220286.276687
  nChanged 85
		SP:Iteration 7Q (50287.570000 sec): 3 clusters
  Score: Raw -222855.576189 + Penalty 2471.104785 = -220384.471404
  nChanged 58
		SP:Iteration 8Q (50287.770000 sec): 3 clusters
  Score: Raw -222917.656954 + Penalty 2471.104785 = -220446.552169
  nChanged 38
		SP:Iteration 9Q (50287.930000 sec): 3 clusters
  Score: Raw -222953.951032 + Penalty 2471.104785 = -220482.846247
  nChanged 21
		SP:Iteration 10Q (50288.090000 sec): 3 clusters
  Score: Raw -222972.477257 + Penalty 2471.104785 = -220501.372471
  nChanged 16
		SP:Iteration 11Q (50288.240000 sec): 3 clusters
  Score: Raw -222985.727138 + Penalty 2471.104785 = -220514.622353
  nChanged 15
		SP:Iteration 12Q (50288.390000 sec): 3 clusters
  Score: Raw -222995.370990 + Penalty 2471.104785 = -220524.266204
  nChanged 10
		SP:Iteration 13Q (50288.560000 sec): 3 clusters
  Score: Raw -222999.921920 + Penalty 2471.104785 = -220528.817134
  nChanged 10
		SP:Iteration 14Q (50288.720000 sec): 3 clusters
  Score: Raw -223006.171318 + Penalty 2471.104785 = -220535.066532
  nChanged 11
		SP:Iteration 15Q (50288.920000 sec): 3 clusters
  Score: Raw -223012.059364 + Penalty 2471.104785 = -220540.954579
  nChanged 6
		SP:Iteration 16Q (50289.060000 sec): 3 clusters
  Score: Raw -223014.710901 + Penalty 2471.104785 = -220543.606115
  nChanged 4
		SP:Iteration 17Q (50289.250000 sec): 3 clusters
  Score: Raw -223018.508603 + Penalty 2471.104785 = -220547.403818
  nChanged 4
		SP:Iteration 18Q (50289.390000 sec): 3 clusters
  Score: Raw -223021.833286 + Penalty 2471.104785 = -220550.728500
  nChanged 3
		SP:Iteration 19Q (50289.590000 sec): 3 clusters
  Score: Raw -223027.111901 + Penalty 2471.104785 = -220556.007116
  nChanged 6
		SP:Iteration 20F (50289.730000 sec): 3 clusters
  Score: Raw -223032.275940 + Penalty 2471.104785 = -220561.171154
  nChanged 6
		SP:Iteration 21Q (50289.920000 sec): 3 clusters
  Score: Raw -223037.333212 + Penalty 2471.104785 = -220566.228427
  nChanged 13
		SP:Iteration 22Q (50290.050000 sec): 3 clusters
  Score: Raw -223048.835913 + Penalty 2471.104785 = -220577.731127
  nChanged 12
		SP:Iteration 23Q (50290.220000 sec): 3 clusters
  Score: Raw -223058.256248 + Penalty 2471.104785 = -220587.151462
  nChanged 5
		SP:Iteration 24Q (50290.370000 sec): 3 clusters
  Score: Raw -223064.393087 + Penalty 2471.104785 = -220593.288301
  nChanged 9
		SP:Iteration 25Q (50290.530000 sec): 3 clusters
  Score: Raw -223071.618973 + Penalty 2471.104785 = -220600.514187
  nChanged 7
		SP:Iteration 26Q (50290.730000 sec): 3 clusters
  Score: Raw -223075.012746 + Penalty 2471.104785 = -220603.907961
  nChanged 5
		SP:Iteration 27Q (50290.880000 sec): 3 clusters
  Score: Raw -223076.760664 + Penalty 2471.104785 = -220605.655878
  nChanged 3
		SP:Iteration 28Q (50291.060000 sec): 3 clusters
  Score: Raw -223078.835835 + Penalty 2471.104785 = -220607.731050
  nChanged 4
		SP:Iteration 29Q (50291.230000 sec): 3 clusters
  Score: Raw -223080.901262 + Penalty 2471.104785 = -220609.796476
  nChanged 0
		SP:Iteration 30F (50291.410000 sec): 3 clusters
  Score: Raw -223080.901262 + Penalty 2471.104785 = -220609.796476
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50291.530000 sec): 2 clusters
  Score: Raw -1102178.968091 + Penalty 1486.642844 = -1100692.325247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50291.790000 sec): 3 clusters
  Score: Raw -1096934.188196 + Penalty 2973.285687 = -1093960.902508
  nChanged 4047
		SP:Iteration 1F (50291.980000 sec): 3 clusters
  Score: Raw -1099354.426658 + Penalty 2973.285687 = -1096381.140970
  nChanged 768
		SP:Iteration 2F (50292.160000 sec): 3 clusters
  Score: Raw -1099913.102632 + Penalty 2973.285687 = -1096939.816945
  nChanged 696
		SP:Iteration 3F (50292.350000 sec): 3 clusters
  Score: Raw -1100501.836339 + Penalty 2973.285687 = -1097528.550652
  nChanged 721
		SP:Iteration 4F (50292.610000 sec): 3 clusters
  Score: Raw -1101083.217486 + Penalty 2973.285687 = -1098109.931798
  nChanged 618
		SP:Iteration 5F (50292.810000 sec): 3 clusters
  Score: Raw -1101526.243958 + Penalty 2973.285687 = -1098552.958270
  nChanged 443
		SP:Iteration 6Q (50293.010000 sec): 3 clusters
  Score: Raw -1101780.665675 + Penalty 2973.285687 = -1098807.379988
  nChanged 303
		SP:Iteration 7Q (50293.210000 sec): 3 clusters
  Score: Raw -1101908.539112 + Penalty 2973.285687 = -1098935.253424
  nChanged 210
		SP:Iteration 8Q (50293.420000 sec): 3 clusters
  Score: Raw -1101984.054664 + Penalty 2973.285687 = -1099010.768977
  nChanged 154
		SP:Iteration 9Q (50293.630000 sec): 3 clusters
  Score: Raw -1102034.771390 + Penalty 2973.285687 = -1099061.485703
  nChanged 126
		SP:Iteration 10Q (50293.840000 sec): 3 clusters
  Score: Raw -1102074.803338 + Penalty 2973.285687 = -1099101.517651
  nChanged 105
		SP:Iteration 11Q (50294.030000 sec): 3 clusters
  Score: Raw -1102104.449925 + Penalty 2973.285687 = -1099131.164238
  nChanged 87
		SP:Iteration 12Q (50294.250000 sec): 3 clusters
  Score: Raw -1102134.411939 + Penalty 2973.285687 = -1099161.126252
  nChanged 94
		SP:Iteration 13Q (50294.470000 sec): 3 clusters
  Score: Raw -1102163.084428 + Penalty 2973.285687 = -1099189.798741
  nChanged 94
		SP:Iteration 14Q (50294.670000 sec): 3 clusters
  Score: Raw -1102191.528503 + Penalty 2973.285687 = -1099218.242815
  nChanged 86
		SP:Iteration 15Q (50294.860000 sec): 3 clusters
  Score: Raw -1102227.901221 + Penalty 2973.285687 = -1099254.615534
  nChanged 94
		SP:Iteration 16Q (50295.100000 sec): 3 clusters
  Score: Raw -1102265.111854 + Penalty 2973.285687 = -1099291.826167
  nChanged 100
		SP:Iteration 17Q (50295.260000 sec): 3 clusters
  Score: Raw -1102298.070151 + Penalty 2973.285687 = -1099324.784463
  nChanged 87
		SP:Iteration 18Q (50295.450000 sec): 3 clusters
  Score: Raw -1102325.445770 + Penalty 2973.285687 = -1099352.160082
  nChanged 84
		SP:Iteration 19Q (50295.620000 sec): 3 clusters
  Score: Raw -1102353.386914 + Penalty 2973.285687 = -1099380.101227
  nChanged 86
		SP:Iteration 20F (50295.860000 sec): 3 clusters
  Score: Raw -1102382.043644 + Penalty 2973.285687 = -1099408.757956
  nChanged 72
		SP:Iteration 21Q (50296.070000 sec): 3 clusters
  Score: Raw -1102402.262258 + Penalty 2973.285687 = -1099428.976570
  nChanged 67
		SP:Iteration 22Q (50296.270000 sec): 3 clusters
  Score: Raw -1102426.737396 + Penalty 2973.285687 = -1099453.451709
  nChanged 78
		SP:Iteration 23Q (50296.440000 sec): 3 clusters
  Score: Raw -1102458.980484 + Penalty 2973.285687 = -1099485.694796
  nChanged 82
		SP:Iteration 24Q (50296.650000 sec): 3 clusters
  Score: Raw -1102487.342968 + Penalty 2973.285687 = -1099514.057280
  nChanged 75
		SP:Iteration 25Q (50296.840000 sec): 3 clusters
  Score: Raw -1102512.560646 + Penalty 2973.285687 = -1099539.274959
  nChanged 78
		SP:Iteration 26Q (50297.050000 sec): 3 clusters
  Score: Raw -1102536.827524 + Penalty 2973.285687 = -1099563.541836
  nChanged 54
		SP:Iteration 27Q (50297.310000 sec): 3 clusters
  Score: Raw -1102551.973867 + Penalty 2973.285687 = -1099578.688179
  nChanged 49
		SP:Iteration 28Q (50297.490000 sec): 3 clusters
  Score: Raw -1102564.660127 + Penalty 2973.285687 = -1099591.374439
  nChanged 38
		SP:Iteration 29Q (50297.740000 sec): 3 clusters
  Score: Raw -1102575.868741 + Penalty 2973.285687 = -1099602.583054
  nChanged 35
		SP:Iteration 30Q (50297.940000 sec): 3 clusters
  Score: Raw -1102585.310469 + Penalty 2973.285687 = -1099612.024782
  nChanged 31
		SP:Iteration 31Q (50298.130000 sec): 3 clusters
  Score: Raw -1102592.905858 + Penalty 2973.285687 = -1099619.620171
  nChanged 26
		SP:Iteration 32Q (50298.310000 sec): 3 clusters
  Score: Raw -1102597.726506 + Penalty 2973.285687 = -1099624.440819
  nChanged 18
		SP:Iteration 33Q (50298.530000 sec): 3 clusters
  Score: Raw -1102601.686664 + Penalty 2973.285687 = -1099628.400976
  nChanged 18
		SP:Iteration 34Q (50298.700000 sec): 3 clusters
  Score: Raw -1102605.580400 + Penalty 2973.285687 = -1099632.294713
  nChanged 10
		SP:Iteration 35Q (50298.930000 sec): 3 clusters
  Score: Raw -1102607.742054 + Penalty 2973.285687 = -1099634.456366
  nChanged 15
		SP:Iteration 36Q (50299.130000 sec): 3 clusters
  Score: Raw -1102610.691930 + Penalty 2973.285687 = -1099637.406243
  nChanged 12
		SP:Iteration 37Q (50299.330000 sec): 3 clusters
  Score: Raw -1102613.321788 + Penalty 2973.285687 = -1099640.036100
  nChanged 12
		SP:Iteration 38Q (50299.520000 sec): 3 clusters
  Score: Raw -1102615.649901 + Penalty 2973.285687 = -1099642.364213
  nChanged 12
		SP:Iteration 39Q (50299.750000 sec): 3 clusters
  Score: Raw -1102617.972127 + Penalty 2973.285687 = -1099644.686440
  nChanged 13
		SP:Iteration 40F (50299.960000 sec): 3 clusters
  Score: Raw -1102620.458220 + Penalty 2973.285687 = -1099647.172532
  nChanged 9
		SP:Iteration 41Q (50300.200000 sec): 3 clusters
  Score: Raw -1102622.797253 + Penalty 2973.285687 = -1099649.511566
  nChanged 10
		SP:Iteration 42Q (50300.390000 sec): 3 clusters
  Score: Raw -1102626.322228 + Penalty 2973.285687 = -1099653.036541
  nChanged 11
		SP:Iteration 43Q (50300.600000 sec): 3 clusters
  Score: Raw -1102629.855221 + Penalty 2973.285687 = -1099656.569534
  nChanged 10
		SP:Iteration 44Q (50300.780000 sec): 3 clusters
  Score: Raw -1102632.167105 + Penalty 2973.285687 = -1099658.881418
  nChanged 9
		SP:Iteration 45Q (50300.980000 sec): 3 clusters
  Score: Raw -1102634.948447 + Penalty 2973.285687 = -1099661.662760
  nChanged 15
		SP:Iteration 46Q (50301.250000 sec): 3 clusters
  Score: Raw -1102638.101390 + Penalty 2973.285687 = -1099664.815703
  nChanged 14
		SP:Iteration 47Q (50301.430000 sec): 3 clusters
  Score: Raw -1102640.677357 + Penalty 2973.285687 = -1099667.391670
  nChanged 15
		SP:Iteration 48Q (50301.660000 sec): 3 clusters
  Score: Raw -1102643.629365 + Penalty 2973.285687 = -1099670.343678
  nChanged 17
		SP:Iteration 49Q (50301.850000 sec): 3 clusters
  Score: Raw -1102646.757254 + Penalty 2973.285687 = -1099673.471567
  nChanged 14
		SP:Iteration 50Q (50302.040000 sec): 3 clusters
  Score: Raw -1102649.864406 + Penalty 2973.285687 = -1099676.578718
  nChanged 18
		SP:Iteration 51Q (50302.270000 sec): 3 clusters
  Score: Raw -1102655.129287 + Penalty 2973.285687 = -1099681.843600
  nChanged 24
		SP:Iteration 52Q (50302.440000 sec): 3 clusters
  Score: Raw -1102661.986833 + Penalty 2973.285687 = -1099688.701145
  nChanged 18
		SP:Iteration 53Q (50302.650000 sec): 3 clusters
  Score: Raw -1102666.243079 + Penalty 2973.285687 = -1099692.957392
  nChanged 13
		SP:Iteration 54Q (50302.880000 sec): 3 clusters
  Score: Raw -1102668.866975 + Penalty 2973.285687 = -1099695.581287
  nChanged 12
		SP:Iteration 55Q (50303.060000 sec): 3 clusters
  Score: Raw -1102672.249439 + Penalty 2973.285687 = -1099698.963752
  nChanged 17
		SP:Iteration 56Q (50303.270000 sec): 3 clusters
  Score: Raw -1102675.903844 + Penalty 2973.285687 = -1099702.618157
  nChanged 13
		SP:Iteration 57Q (50303.480000 sec): 3 clusters
  Score: Raw -1102678.690360 + Penalty 2973.285687 = -1099705.404673
  nChanged 13
		SP:Iteration 58Q (50303.700000 sec): 3 clusters
  Score: Raw -1102680.913034 + Penalty 2973.285687 = -1099707.627347
  nChanged 18
		SP:Iteration 59Q (50303.920000 sec): 3 clusters
  Score: Raw -1102684.824541 + Penalty 2973.285687 = -1099711.538853
  nChanged 22
		SP:Iteration 60F (50304.120000 sec): 3 clusters
  Score: Raw -1102690.728242 + Penalty 2973.285687 = -1099717.442554
  nChanged 20
		SP:Iteration 61Q (50304.330000 sec): 3 clusters
  Score: Raw -1102695.363400 + Penalty 2973.285687 = -1099722.077713
  nChanged 17
		SP:Iteration 62Q (50304.540000 sec): 3 clusters
  Score: Raw -1102700.377408 + Penalty 2973.285687 = -1099727.091721
  nChanged 16
		SP:Iteration 63Q (50304.720000 sec): 3 clusters
  Score: Raw -1102704.031304 + Penalty 2973.285687 = -1099730.745617
  nChanged 19
		SP:Iteration 64Q (50304.950000 sec): 3 clusters
  Score: Raw -1102708.898359 + Penalty 2973.285687 = -1099735.612672
  nChanged 13
		SP:Iteration 65Q (50305.130000 sec): 3 clusters
  Score: Raw -1102714.361741 + Penalty 2973.285687 = -1099741.076054
  nChanged 14
		SP:Iteration 66Q (50305.320000 sec): 3 clusters
  Score: Raw -1102719.618315 + Penalty 2973.285687 = -1099746.332627
  nChanged 14
		SP:Iteration 67Q (50305.550000 sec): 3 clusters
  Score: Raw -1102723.572751 + Penalty 2973.285687 = -1099750.287063
  nChanged 16
		SP:Iteration 68Q (50305.750000 sec): 3 clusters
  Score: Raw -1102729.188710 + Penalty 2973.285687 = -1099755.903023
  nChanged 21
		SP:Iteration 69Q (50305.970000 sec): 3 clusters
  Score: Raw -1102734.374729 + Penalty 2973.285687 = -1099761.089042
  nChanged 13
		SP:Iteration 70Q (50306.210000 sec): 3 clusters
  Score: Raw -1102737.702229 + Penalty 2973.285687 = -1099764.416542
  nChanged 16
		SP:Iteration 71Q (50306.420000 sec): 3 clusters
  Score: Raw -1102741.341450 + Penalty 2973.285687 = -1099768.055763
  nChanged 15
		SP:Iteration 72Q (50306.600000 sec): 3 clusters
  Score: Raw -1102744.835296 + Penalty 2973.285687 = -1099771.549608
  nChanged 8
		SP:Iteration 73Q (50306.810000 sec): 3 clusters
  Score: Raw -1102746.929633 + Penalty 2973.285687 = -1099773.643946
  nChanged 5
		SP:Iteration 74Q (50306.990000 sec): 3 clusters
  Score: Raw -1102748.764412 + Penalty 2973.285687 = -1099775.478724
  nChanged 9
		SP:Iteration 75Q (50307.190000 sec): 3 clusters
  Score: Raw -1102750.419667 + Penalty 2973.285687 = -1099777.133980
  nChanged 5
		SP:Iteration 76Q (50307.360000 sec): 3 clusters
  Score: Raw -1102751.583279 + Penalty 2973.285687 = -1099778.297592
  nChanged 9
		SP:Iteration 77Q (50307.570000 sec): 3 clusters
  Score: Raw -1102754.525177 + Penalty 2973.285687 = -1099781.239490
  nChanged 6
		SP:Iteration 78Q (50307.750000 sec): 3 clusters
  Score: Raw -1102756.051236 + Penalty 2973.285687 = -1099782.765548
  nChanged 6
		SP:Iteration 79Q (50307.950000 sec): 3 clusters
  Score: Raw -1102757.315642 + Penalty 2973.285687 = -1099784.029954
  nChanged 4
		SP:Iteration 80F (50308.140000 sec): 3 clusters
  Score: Raw -1102757.932339 + Penalty 2973.285687 = -1099784.646652
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50308.260000 sec): 2 clusters
  Score: Raw -375956.495035 + Penalty 1308.911536 = -374647.583499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50308.400000 sec): 3 clusters
  Score: Raw -374466.032743 + Penalty 2617.823072 = -371848.209671
  nChanged 1232
		SP:Iteration 1F (50308.610000 sec): 3 clusters
  Score: Raw -375202.175577 + Penalty 2617.823072 = -372584.352505
  nChanged 280
		SP:Iteration 2F (50308.790000 sec): 3 clusters
  Score: Raw -375427.732007 + Penalty 2617.823072 = -372809.908935
  nChanged 208
		SP:Iteration 3F (50308.950000 sec): 3 clusters
  Score: Raw -375590.123977 + Penalty 2617.823072 = -372972.300905
  nChanged 166
		SP:Iteration 4F (50309.120000 sec): 3 clusters
  Score: Raw -375700.934119 + Penalty 2617.823072 = -373083.111047
  nChanged 120
		SP:Iteration 5Q (50309.290000 sec): 3 clusters
  Score: Raw -375762.241327 + Penalty 2617.823072 = -373144.418255
  nChanged 92
		SP:Iteration 6Q (50309.490000 sec): 3 clusters
  Score: Raw -375820.381399 + Penalty 2617.823072 = -373202.558327
  nChanged 75
		SP:Iteration 7Q (50309.650000 sec): 3 clusters
  Score: Raw -375866.444307 + Penalty 2617.823072 = -373248.621235
  nChanged 66
		SP:Iteration 8Q (50309.830000 sec): 3 clusters
  Score: Raw -375912.789063 + Penalty 2617.823072 = -373294.965991
  nChanged 64
		SP:Iteration 9Q (50310.000000 sec): 3 clusters
  Score: Raw -375957.583469 + Penalty 2617.823072 = -373339.760397
  nChanged 64
		SP:Iteration 10Q (50310.220000 sec): 3 clusters
  Score: Raw -375993.686591 + Penalty 2617.823072 = -373375.863520
  nChanged 52
		SP:Iteration 11Q (50310.380000 sec): 3 clusters
  Score: Raw -376032.676146 + Penalty 2617.823072 = -373414.853075
  nChanged 54
		SP:Iteration 12Q (50310.580000 sec): 3 clusters
  Score: Raw -376065.834875 + Penalty 2617.823072 = -373448.011803
  nChanged 50
		SP:Iteration 13Q (50310.760000 sec): 3 clusters
  Score: Raw -376093.896102 + Penalty 2617.823072 = -373476.073030
  nChanged 52
		SP:Iteration 14Q (50310.940000 sec): 3 clusters
  Score: Raw -376118.242793 + Penalty 2617.823072 = -373500.419721
  nChanged 55
		SP:Iteration 15Q (50311.140000 sec): 3 clusters
  Score: Raw -376157.829651 + Penalty 2617.823072 = -373540.006579
  nChanged 58
		SP:Iteration 16Q (50311.310000 sec): 3 clusters
  Score: Raw -376195.639369 + Penalty 2617.823072 = -373577.816298
  nChanged 54
		SP:Iteration 17Q (50311.490000 sec): 3 clusters
  Score: Raw -376231.642356 + Penalty 2617.823072 = -373613.819284
  nChanged 54
		SP:Iteration 18Q (50311.680000 sec): 3 clusters
  Score: Raw -376262.454237 + Penalty 2617.823072 = -373644.631165
  nChanged 36
		SP:Iteration 19Q (50311.870000 sec): 3 clusters
  Score: Raw -376281.078302 + Penalty 2617.823072 = -373663.255231
  nChanged 27
		SP:Iteration 20F (50312.020000 sec): 3 clusters
  Score: Raw -376294.342211 + Penalty 2617.823072 = -373676.519139
  nChanged 25
		SP:Iteration 21Q (50312.200000 sec): 3 clusters
  Score: Raw -376304.051933 + Penalty 2617.823072 = -373686.228862
  nChanged 24
		SP:Iteration 22Q (50312.390000 sec): 3 clusters
  Score: Raw -376314.805785 + Penalty 2617.823072 = -373696.982713
  nChanged 18
		SP:Iteration 23Q (50312.570000 sec): 3 clusters
  Score: Raw -376320.682649 + Penalty 2617.823072 = -373702.859577
  nChanged 10
		SP:Iteration 24Q (50312.700000 sec): 3 clusters
  Score: Raw -376324.384823 + Penalty 2617.823072 = -373706.561751
  nChanged 14
		SP:Iteration 25Q (50312.870000 sec): 3 clusters
  Score: Raw -376328.820730 + Penalty 2617.823072 = -373710.997659
  nChanged 13
		SP:Iteration 26Q (50313.080000 sec): 3 clusters
  Score: Raw -376333.549319 + Penalty 2617.823072 = -373715.726248
  nChanged 12
		SP:Iteration 27Q (50313.230000 sec): 3 clusters
  Score: Raw -376338.219966 + Penalty 2617.823072 = -373720.396894
  nChanged 13
		SP:Iteration 28Q (50313.410000 sec): 3 clusters
  Score: Raw -376342.464349 + Penalty 2617.823072 = -373724.641278
  nChanged 9
		SP:Iteration 29Q (50313.570000 sec): 3 clusters
  Score: Raw -376345.652467 + Penalty 2617.823072 = -373727.829395
  nChanged 12
		SP:Iteration 30Q (50313.770000 sec): 3 clusters
  Score: Raw -376351.661037 + Penalty 2617.823072 = -373733.837965
  nChanged 11
		SP:Iteration 31Q (50313.970000 sec): 3 clusters
  Score: Raw -376356.218988 + Penalty 2617.823072 = -373738.395916
  nChanged 18
		SP:Iteration 32Q (50314.140000 sec): 3 clusters
  Score: Raw -376363.767795 + Penalty 2617.823072 = -373745.944723
  nChanged 15
		SP:Iteration 33Q (50314.290000 sec): 3 clusters
  Score: Raw -376369.607330 + Penalty 2617.823072 = -373751.784258
  nChanged 6
		SP:Iteration 34Q (50314.440000 sec): 3 clusters
  Score: Raw -376372.304637 + Penalty 2617.823072 = -373754.481565
  nChanged 11
		SP:Iteration 35Q (50314.620000 sec): 3 clusters
  Score: Raw -376376.798463 + Penalty 2617.823072 = -373758.975391
  nChanged 14
		SP:Iteration 36Q (50314.790000 sec): 3 clusters
  Score: Raw -376382.236064 + Penalty 2617.823072 = -373764.412992
  nChanged 12
		SP:Iteration 37Q (50314.960000 sec): 3 clusters
  Score: Raw -376385.991867 + Penalty 2617.823072 = -373768.168795
  nChanged 9
		SP:Iteration 38Q (50315.150000 sec): 3 clusters
  Score: Raw -376387.800346 + Penalty 2617.823072 = -373769.977274
  nChanged 4
		SP:Iteration 39Q (50315.330000 sec): 3 clusters
  Score: Raw -376388.448205 + Penalty 2617.823072 = -373770.625133
  nChanged 1
		SP:Iteration 40F (50315.510000 sec): 3 clusters
  Score: Raw -376388.554149 + Penalty 2617.823072 = -373770.731077
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50315.670000 sec): 2 clusters
  Score: Raw -1249236.955955 + Penalty 1505.180325 = -1247731.775631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50315.930000 sec): 3 clusters
  Score: Raw -1243208.876647 + Penalty 3010.360649 = -1240198.515997
  nChanged 4600
		SP:Iteration 1F (50316.130000 sec): 3 clusters
  Score: Raw -1245730.971813 + Penalty 3010.360649 = -1242720.611164
  nChanged 771
		SP:Iteration 2F (50316.360000 sec): 3 clusters
  Score: Raw -1246183.280463 + Penalty 3010.360649 = -1243172.919813
  nChanged 704
		SP:Iteration 3F (50316.570000 sec): 3 clusters
  Score: Raw -1246609.145006 + Penalty 3010.360649 = -1243598.784357
  nChanged 706
		SP:Iteration 4F (50316.780000 sec): 3 clusters
  Score: Raw -1247060.439360 + Penalty 3010.360649 = -1244050.078710
  nChanged 679
		SP:Iteration 5F (50317.000000 sec): 3 clusters
  Score: Raw -1247502.762101 + Penalty 3010.360649 = -1244492.401452
  nChanged 644
		SP:Iteration 6F (50317.220000 sec): 3 clusters
  Score: Raw -1247900.395432 + Penalty 3010.360649 = -1244890.034783
  nChanged 494
		SP:Iteration 7Q (50317.440000 sec): 3 clusters
  Score: Raw -1248155.464918 + Penalty 3010.360649 = -1245145.104269
  nChanged 370
		SP:Iteration 8Q (50317.660000 sec): 3 clusters
  Score: Raw -1248323.762662 + Penalty 3010.360649 = -1245313.402012
  nChanged 296
		SP:Iteration 9Q (50317.910000 sec): 3 clusters
  Score: Raw -1248438.121583 + Penalty 3010.360649 = -1245427.760934
  nChanged 231
		SP:Iteration 10Q (50318.110000 sec): 3 clusters
  Score: Raw -1248517.694620 + Penalty 3010.360649 = -1245507.333971
  nChanged 200
		SP:Iteration 11Q (50318.300000 sec): 3 clusters
  Score: Raw -1248575.182920 + Penalty 3010.360649 = -1245564.822270
  nChanged 155
		SP:Iteration 12Q (50318.530000 sec): 3 clusters
  Score: Raw -1248620.710754 + Penalty 3010.360649 = -1245610.350104
  nChanged 133
		SP:Iteration 13Q (50318.770000 sec): 3 clusters
  Score: Raw -1248665.152587 + Penalty 3010.360649 = -1245654.791938
  nChanged 136
		SP:Iteration 14Q (50319.000000 sec): 3 clusters
  Score: Raw -1248704.757209 + Penalty 3010.360649 = -1245694.396560
  nChanged 131
		SP:Iteration 15Q (50319.230000 sec): 3 clusters
  Score: Raw -1248742.105332 + Penalty 3010.360649 = -1245731.744682
  nChanged 118
		SP:Iteration 16Q (50319.420000 sec): 3 clusters
  Score: Raw -1248772.354348 + Penalty 3010.360649 = -1245761.993699
  nChanged 114
		SP:Iteration 17Q (50319.620000 sec): 3 clusters
  Score: Raw -1248800.298520 + Penalty 3010.360649 = -1245789.937871
  nChanged 117
		SP:Iteration 18Q (50319.840000 sec): 3 clusters
  Score: Raw -1248832.074894 + Penalty 3010.360649 = -1245821.714245
  nChanged 103
		SP:Iteration 19Q (50320.050000 sec): 3 clusters
  Score: Raw -1248860.830258 + Penalty 3010.360649 = -1245850.469609
  nChanged 115
		SP:Iteration 20F (50320.310000 sec): 3 clusters
  Score: Raw -1248890.420124 + Penalty 3010.360649 = -1245880.059474
  nChanged 118
		SP:Iteration 21Q (50320.520000 sec): 3 clusters
  Score: Raw -1248920.464485 + Penalty 3010.360649 = -1245910.103836
  nChanged 117
		SP:Iteration 22Q (50320.710000 sec): 3 clusters
  Score: Raw -1248953.726172 + Penalty 3010.360649 = -1245943.365523
  nChanged 108
		SP:Iteration 23Q (50320.970000 sec): 3 clusters
  Score: Raw -1248987.359734 + Penalty 3010.360649 = -1245976.999085
  nChanged 108
		SP:Iteration 24Q (50321.160000 sec): 3 clusters
  Score: Raw -1249020.806495 + Penalty 3010.360649 = -1246010.445846
  nChanged 114
		SP:Iteration 25Q (50321.370000 sec): 3 clusters
  Score: Raw -1249056.826039 + Penalty 3010.360649 = -1246046.465390
  nChanged 109
		SP:Iteration 26Q (50321.560000 sec): 3 clusters
  Score: Raw -1249089.560059 + Penalty 3010.360649 = -1246079.199409
  nChanged 115
		SP:Iteration 27Q (50321.780000 sec): 3 clusters
  Score: Raw -1249128.246485 + Penalty 3010.360649 = -1246117.885836
  nChanged 142
		SP:Iteration 28Q (50321.980000 sec): 3 clusters
  Score: Raw -1249179.353373 + Penalty 3010.360649 = -1246168.992724
  nChanged 134
		SP:Iteration 29Q (50322.210000 sec): 3 clusters
  Score: Raw -1249224.155003 + Penalty 3010.360649 = -1246213.794353
  nChanged 121
		SP:Iteration 30Q (50322.440000 sec): 3 clusters
  Score: Raw -1249259.749688 + Penalty 3010.360649 = -1246249.389039
  nChanged 107
		SP:Iteration 31Q (50322.650000 sec): 3 clusters
  Score: Raw -1249288.865702 + Penalty 3010.360649 = -1246278.505053
  nChanged 93
		SP:Iteration 32Q (50322.900000 sec): 3 clusters
  Score: Raw -1249312.693396 + Penalty 3010.360649 = -1246302.332747
  nChanged 79
		SP:Iteration 33Q (50323.090000 sec): 3 clusters
  Score: Raw -1249332.177876 + Penalty 3010.360649 = -1246321.817226
  nChanged 64
		SP:Iteration 34Q (50323.290000 sec): 3 clusters
  Score: Raw -1249346.386148 + Penalty 3010.360649 = -1246336.025498
  nChanged 56
		SP:Iteration 35Q (50323.520000 sec): 3 clusters
  Score: Raw -1249358.875049 + Penalty 3010.360649 = -1246348.514400
  nChanged 50
		SP:Iteration 36Q (50323.740000 sec): 3 clusters
  Score: Raw -1249369.129582 + Penalty 3010.360649 = -1246358.768933
  nChanged 40
		SP:Iteration 37Q (50323.960000 sec): 3 clusters
  Score: Raw -1249375.932163 + Penalty 3010.360649 = -1246365.571514
  nChanged 34
		SP:Iteration 38Q (50324.170000 sec): 3 clusters
  Score: Raw -1249381.414696 + Penalty 3010.360649 = -1246371.054047
  nChanged 43
		SP:Iteration 39Q (50324.380000 sec): 3 clusters
  Score: Raw -1249389.569124 + Penalty 3010.360649 = -1246379.208475
  nChanged 47
		SP:Iteration 40F (50324.560000 sec): 3 clusters
  Score: Raw -1249397.824664 + Penalty 3010.360649 = -1246387.464015
  nChanged 43
		SP:Iteration 41Q (50324.790000 sec): 3 clusters
  Score: Raw -1249406.363240 + Penalty 3010.360649 = -1246396.002591
  nChanged 45
		SP:Iteration 42Q (50325.000000 sec): 3 clusters
  Score: Raw -1249415.062436 + Penalty 3010.360649 = -1246404.701787
  nChanged 42
		SP:Iteration 43Q (50325.190000 sec): 3 clusters
  Score: Raw -1249421.907383 + Penalty 3010.360649 = -1246411.546734
  nChanged 33
		SP:Iteration 44Q (50325.460000 sec): 3 clusters
  Score: Raw -1249428.609614 + Penalty 3010.360649 = -1246418.248964
  nChanged 48
		SP:Iteration 45Q (50325.650000 sec): 3 clusters
  Score: Raw -1249438.642455 + Penalty 3010.360649 = -1246428.281805
  nChanged 49
		SP:Iteration 46Q (50325.890000 sec): 3 clusters
  Score: Raw -1249448.442507 + Penalty 3010.360649 = -1246438.081858
  nChanged 45
		SP:Iteration 47Q (50326.110000 sec): 3 clusters
  Score: Raw -1249458.549488 + Penalty 3010.360649 = -1246448.188838
  nChanged 47
		SP:Iteration 48Q (50326.320000 sec): 3 clusters
  Score: Raw -1249469.753373 + Penalty 3010.360649 = -1246459.392724
  nChanged 56
		SP:Iteration 49Q (50326.530000 sec): 3 clusters
  Score: Raw -1249482.154723 + Penalty 3010.360649 = -1246471.794073
  nChanged 50
		SP:Iteration 50Q (50326.700000 sec): 3 clusters
  Score: Raw -1249492.175607 + Penalty 3010.360649 = -1246481.814957
  nChanged 47
		SP:Iteration 51Q (50326.870000 sec): 3 clusters
  Score: Raw -1249502.303659 + Penalty 3010.360649 = -1246491.943010
  nChanged 42
		SP:Iteration 52Q (50327.080000 sec): 3 clusters
  Score: Raw -1249511.478924 + Penalty 3010.360649 = -1246501.118275
  nChanged 42
		SP:Iteration 53Q (50327.300000 sec): 3 clusters
  Score: Raw -1249519.741498 + Penalty 3010.360649 = -1246509.380849
  nChanged 26
		SP:Iteration 54Q (50327.520000 sec): 3 clusters
  Score: Raw -1249524.847433 + Penalty 3010.360649 = -1246514.486784
  nChanged 23
		SP:Iteration 55Q (50327.690000 sec): 3 clusters
  Score: Raw -1249529.744175 + Penalty 3010.360649 = -1246519.383526
  nChanged 18
		SP:Iteration 56Q (50327.900000 sec): 3 clusters
  Score: Raw -1249532.493116 + Penalty 3010.360649 = -1246522.132466
  nChanged 17
		SP:Iteration 57Q (50328.110000 sec): 3 clusters
  Score: Raw -1249535.607374 + Penalty 3010.360649 = -1246525.246725
  nChanged 20
		SP:Iteration 58Q (50328.350000 sec): 3 clusters
  Score: Raw -1249539.397627 + Penalty 3010.360649 = -1246529.036978
  nChanged 21
		SP:Iteration 59Q (50328.530000 sec): 3 clusters
  Score: Raw -1249544.666308 + Penalty 3010.360649 = -1246534.305659
  nChanged 24
		SP:Iteration 60F (50328.740000 sec): 3 clusters
  Score: Raw -1249549.091513 + Penalty 3010.360649 = -1246538.730864
  nChanged 25
		SP:Iteration 61Q (50328.940000 sec): 3 clusters
  Score: Raw -1249553.511206 + Penalty 3010.360649 = -1246543.150557
  nChanged 21
		SP:Iteration 62Q (50329.140000 sec): 3 clusters
  Score: Raw -1249556.935624 + Penalty 3010.360649 = -1246546.574975
  nChanged 15
		SP:Iteration 63Q (50329.340000 sec): 3 clusters
  Score: Raw -1249560.569766 + Penalty 3010.360649 = -1246550.209117
  nChanged 21
		SP:Iteration 64Q (50329.560000 sec): 3 clusters
  Score: Raw -1249564.272959 + Penalty 3010.360649 = -1246553.912309
  nChanged 15
		SP:Iteration 65Q (50329.760000 sec): 3 clusters
  Score: Raw -1249566.819836 + Penalty 3010.360649 = -1246556.459187
  nChanged 13
		SP:Iteration 66Q (50330.000000 sec): 3 clusters
  Score: Raw -1249569.235433 + Penalty 3010.360649 = -1246558.874784
  nChanged 17
		SP:Iteration 67Q (50330.200000 sec): 3 clusters
  Score: Raw -1249572.170320 + Penalty 3010.360649 = -1246561.809671
  nChanged 12
		SP:Iteration 68Q (50330.390000 sec): 3 clusters
  Score: Raw -1249574.465429 + Penalty 3010.360649 = -1246564.104779
  nChanged 8
		SP:Iteration 69Q (50330.590000 sec): 3 clusters
  Score: Raw -1249575.690121 + Penalty 3010.360649 = -1246565.329472
  nChanged 9
		SP:Iteration 70Q (50330.810000 sec): 3 clusters
  Score: Raw -1249577.310881 + Penalty 3010.360649 = -1246566.950232
  nChanged 9
		SP:Iteration 71Q (50331.020000 sec): 3 clusters
  Score: Raw -1249578.519902 + Penalty 3010.360649 = -1246568.159252
  nChanged 5
		SP:Iteration 72Q (50331.260000 sec): 3 clusters
  Score: Raw -1249579.299951 + Penalty 3010.360649 = -1246568.939302
  nChanged 4
		SP:Iteration 73Q (50331.440000 sec): 3 clusters
  Score: Raw -1249579.756563 + Penalty 3010.360649 = -1246569.395914
  nChanged 2
		SP:Iteration 74Q (50331.650000 sec): 3 clusters
  Score: Raw -1249580.025574 + Penalty 3010.360649 = -1246569.664925
  nChanged 2
		SP:Iteration 75Q (50331.840000 sec): 3 clusters
  Score: Raw -1249580.185208 + Penalty 3010.360649 = -1246569.824559
  nChanged 1
		SP:Iteration 76Q (50332.070000 sec): 3 clusters
  Score: Raw -1249580.443895 + Penalty 3010.360649 = -1246570.083246
  nChanged 0
		SP:Iteration 77F (50332.290000 sec): 3 clusters
  Score: Raw -1249580.443895 + Penalty 3010.360649 = -1246570.083246
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50332.380000 sec): 2 clusters
  Score: Raw -414744.366978 + Penalty 1326.130637 = -413418.236341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50332.530000 sec): 3 clusters
  Score: Raw -413044.012933 + Penalty 2652.261274 = -410391.751658
  nChanged 1373
		SP:Iteration 1F (50332.710000 sec): 3 clusters
  Score: Raw -413837.717934 + Penalty 2652.261274 = -411185.456660
  nChanged 243
		SP:Iteration 2F (50332.920000 sec): 3 clusters
  Score: Raw -413973.186943 + Penalty 2652.261274 = -411320.925669
  nChanged 164
		SP:Iteration 3Q (50333.080000 sec): 3 clusters
  Score: Raw -414055.205975 + Penalty 2652.261274 = -411402.944701
  nChanged 128
		SP:Iteration 4Q (50333.260000 sec): 3 clusters
  Score: Raw -414121.911434 + Penalty 2652.261274 = -411469.650160
  nChanged 113
		SP:Iteration 5Q (50333.420000 sec): 3 clusters
  Score: Raw -414179.839927 + Penalty 2652.261274 = -411527.578653
  nChanged 89
		SP:Iteration 6Q (50333.620000 sec): 3 clusters
  Score: Raw -414215.638009 + Penalty 2652.261274 = -411563.376735
  nChanged 71
		SP:Iteration 7Q (50333.790000 sec): 3 clusters
  Score: Raw -414249.458700 + Penalty 2652.261274 = -411597.197426
  nChanged 52
		SP:Iteration 8Q (50334.000000 sec): 3 clusters
  Score: Raw -414266.825604 + Penalty 2652.261274 = -411614.564330
  nChanged 38
		SP:Iteration 9Q (50334.200000 sec): 3 clusters
  Score: Raw -414279.930262 + Penalty 2652.261274 = -411627.668987
  nChanged 38
		SP:Iteration 10Q (50334.370000 sec): 3 clusters
  Score: Raw -414297.352472 + Penalty 2652.261274 = -411645.091198
  nChanged 47
		SP:Iteration 11Q (50334.510000 sec): 3 clusters
  Score: Raw -414315.986151 + Penalty 2652.261274 = -411663.724876
  nChanged 38
		SP:Iteration 12Q (50334.740000 sec): 3 clusters
  Score: Raw -414331.990950 + Penalty 2652.261274 = -411679.729676
  nChanged 33
		SP:Iteration 13Q (50334.910000 sec): 3 clusters
  Score: Raw -414343.295487 + Penalty 2652.261274 = -411691.034212
  nChanged 28
		SP:Iteration 14Q (50335.080000 sec): 3 clusters
  Score: Raw -414353.812672 + Penalty 2652.261274 = -411701.551398
  nChanged 27
		SP:Iteration 15Q (50335.300000 sec): 3 clusters
  Score: Raw -414366.788763 + Penalty 2652.261274 = -411714.527488
  nChanged 33
		SP:Iteration 16Q (50335.460000 sec): 3 clusters
  Score: Raw -414376.858392 + Penalty 2652.261274 = -411724.597117
  nChanged 27
		SP:Iteration 17Q (50335.610000 sec): 3 clusters
  Score: Raw -414387.112982 + Penalty 2652.261274 = -411734.851708
  nChanged 29
		SP:Iteration 18Q (50335.780000 sec): 3 clusters
  Score: Raw -414394.637298 + Penalty 2652.261274 = -411742.376023
  nChanged 27
		SP:Iteration 19Q (50335.940000 sec): 3 clusters
  Score: Raw -414405.814435 + Penalty 2652.261274 = -411753.553161
  nChanged 30
		SP:Iteration 20F (50336.130000 sec): 3 clusters
  Score: Raw -414417.093659 + Penalty 2652.261274 = -411764.832384
  nChanged 26
		SP:Iteration 21Q (50336.310000 sec): 3 clusters
  Score: Raw -414425.834849 + Penalty 2652.261274 = -411773.573575
  nChanged 22
		SP:Iteration 22Q (50336.520000 sec): 3 clusters
  Score: Raw -414431.604075 + Penalty 2652.261274 = -411779.342800
  nChanged 13
		SP:Iteration 23Q (50336.700000 sec): 3 clusters
  Score: Raw -414436.448123 + Penalty 2652.261274 = -411784.186849
  nChanged 17
		SP:Iteration 24Q (50336.860000 sec): 3 clusters
  Score: Raw -414442.297024 + Penalty 2652.261274 = -411790.035749
  nChanged 25
		SP:Iteration 25Q (50337.040000 sec): 3 clusters
  Score: Raw -414449.387700 + Penalty 2652.261274 = -411797.126426
  nChanged 13
		SP:Iteration 26Q (50337.240000 sec): 3 clusters
  Score: Raw -414452.214894 + Penalty 2652.261274 = -411799.953619
  nChanged 9
		SP:Iteration 27Q (50337.430000 sec): 3 clusters
  Score: Raw -414454.482613 + Penalty 2652.261274 = -411802.221339
  nChanged 9
		SP:Iteration 28Q (50337.610000 sec): 3 clusters
  Score: Raw -414457.212119 + Penalty 2652.261274 = -411804.950844
  nChanged 16
		SP:Iteration 29Q (50337.790000 sec): 3 clusters
  Score: Raw -414461.626837 + Penalty 2652.261274 = -411809.365562
  nChanged 14
		SP:Iteration 30Q (50337.980000 sec): 3 clusters
  Score: Raw -414466.721938 + Penalty 2652.261274 = -411814.460664
  nChanged 12
		SP:Iteration 31Q (50338.180000 sec): 3 clusters
  Score: Raw -414469.433453 + Penalty 2652.261274 = -411817.172179
  nChanged 11
		SP:Iteration 32Q (50338.370000 sec): 3 clusters
  Score: Raw -414472.276166 + Penalty 2652.261274 = -411820.014892
  nChanged 11
		SP:Iteration 33Q (50338.530000 sec): 3 clusters
  Score: Raw -414475.360394 + Penalty 2652.261274 = -411823.099120
  nChanged 10
		SP:Iteration 34Q (50338.700000 sec): 3 clusters
  Score: Raw -414478.074771 + Penalty 2652.261274 = -411825.813497
  nChanged 12
		SP:Iteration 35Q (50338.880000 sec): 3 clusters
  Score: Raw -414480.824102 + Penalty 2652.261274 = -411828.562828
  nChanged 3
		SP:Iteration 36Q (50339.050000 sec): 3 clusters
  Score: Raw -414481.485969 + Penalty 2652.261274 = -411829.224695
  nChanged 4
		SP:Iteration 37Q (50339.230000 sec): 3 clusters
  Score: Raw -414482.554919 + Penalty 2652.261274 = -411830.293644
  nChanged 3
		SP:Iteration 38Q (50339.420000 sec): 3 clusters
  Score: Raw -414483.333770 + Penalty 2652.261274 = -411831.072496
  nChanged 6
		SP:Iteration 39Q (50339.620000 sec): 3 clusters
  Score: Raw -414484.620265 + Penalty 2652.261274 = -411832.358991
  nChanged 7
		SP:Iteration 40F (50339.780000 sec): 3 clusters
  Score: Raw -414486.091608 + Penalty 2652.261274 = -411833.830333
  nChanged 6
		SP:Iteration 41Q (50339.940000 sec): 3 clusters
  Score: Raw -414488.429194 + Penalty 2652.261274 = -411836.167919
  nChanged 9
		SP:Iteration 42Q (50340.160000 sec): 3 clusters
  Score: Raw -414490.259580 + Penalty 2652.261274 = -411837.998306
  nChanged 4
		SP:Iteration 43Q (50340.320000 sec): 3 clusters
  Score: Raw -414491.044821 + Penalty 2652.261274 = -411838.783547
  nChanged 5
		SP:Iteration 44Q (50340.520000 sec): 3 clusters
  Score: Raw -414492.315962 + Penalty 2652.261274 = -411840.054688
  nChanged 8
		SP:Iteration 45Q (50340.710000 sec): 3 clusters
  Score: Raw -414494.346076 + Penalty 2652.261274 = -411842.084802
  nChanged 4
		SP:Iteration 46Q (50340.830000 sec): 3 clusters
  Score: Raw -414495.331042 + Penalty 2652.261274 = -411843.069767
  nChanged 3
		SP:Iteration 47Q (50341.030000 sec): 3 clusters
  Score: Raw -414495.811026 + Penalty 2652.261274 = -411843.549752
  nChanged 2
		SP:Iteration 48Q (50341.200000 sec): 3 clusters
  Score: Raw -414496.336844 + Penalty 2652.261274 = -411844.075570
  nChanged 3
		SP:Iteration 49Q (50341.400000 sec): 3 clusters
  Score: Raw -414496.902632 + Penalty 2652.261274 = -411844.641357
  nChanged 2
		SP:Iteration 50Q (50341.620000 sec): 3 clusters
  Score: Raw -414497.322484 + Penalty 2652.261274 = -411845.061210
  nChanged 2
		SP:Iteration 51Q (50341.770000 sec): 3 clusters
  Score: Raw -414497.692331 + Penalty 2652.261274 = -411845.431056
  nChanged 2
		SP:Iteration 52Q (50341.960000 sec): 3 clusters
  Score: Raw -414498.063912 + Penalty 2652.261274 = -411845.802637
  nChanged 1
		SP:Iteration 53Q (50342.170000 sec): 3 clusters
  Score: Raw -414498.123758 + Penalty 2652.261274 = -411845.862483
  nChanged 1
		SP:Iteration 54Q (50342.340000 sec): 3 clusters
  Score: Raw -414498.250313 + Penalty 2652.261274 = -411845.989039
  nChanged 3
		SP:Iteration 55Q (50342.550000 sec): 3 clusters
  Score: Raw -414498.774276 + Penalty 2652.261274 = -411846.513001
  nChanged 2
		SP:Iteration 56Q (50342.720000 sec): 3 clusters
  Score: Raw -414499.260833 + Penalty 2652.261274 = -411846.999558
  nChanged 4
		SP:Iteration 57Q (50342.910000 sec): 3 clusters
  Score: Raw -414499.870085 + Penalty 2652.261274 = -411847.608811
  nChanged 2
		SP:Iteration 58Q (50343.140000 sec): 3 clusters
  Score: Raw -414500.396673 + Penalty 2652.261274 = -411848.135399
  nChanged 2
		SP:Iteration 59Q (50343.320000 sec): 3 clusters
  Score: Raw -414500.584046 + Penalty 2652.261274 = -411848.322772
  nChanged 1
		SP:Iteration 60F (50343.460000 sec): 3 clusters
  Score: Raw -414500.672643 + Penalty 2652.261274 = -411848.411369
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50343.640000 sec): 2 clusters
  Score: Raw -1525739.340979 + Penalty 1536.222777 = -1524203.118202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50343.890000 sec): 3 clusters
  Score: Raw -1518336.395538 + Penalty 3072.445555 = -1515263.949983
  nChanged 5624
		SP:Iteration 1F (50344.110000 sec): 3 clusters
  Score: Raw -1521396.604557 + Penalty 3072.445555 = -1518324.159002
  nChanged 729
		SP:Iteration 2F (50344.290000 sec): 3 clusters
  Score: Raw -1521674.516227 + Penalty 3072.445555 = -1518602.070672
  nChanged 582
		SP:Iteration 3Q (50344.570000 sec): 3 clusters
  Score: Raw -1521900.138588 + Penalty 3072.445555 = -1518827.693033
  nChanged 527
		SP:Iteration 4Q (50344.800000 sec): 3 clusters
  Score: Raw -1522104.556112 + Penalty 3072.445555 = -1519032.110557
  nChanged 494
		SP:Iteration 5Q (50345.060000 sec): 3 clusters
  Score: Raw -1522320.739128 + Penalty 3072.445555 = -1519248.293573
  nChanged 518
		SP:Iteration 6Q (50345.260000 sec): 3 clusters
  Score: Raw -1522595.585907 + Penalty 3072.445555 = -1519523.140352
  nChanged 578
		SP:Iteration 7Q (50345.470000 sec): 3 clusters
  Score: Raw -1522930.005833 + Penalty 3072.445555 = -1519857.560278
  nChanged 603
		SP:Iteration 8Q (50345.720000 sec): 3 clusters
  Score: Raw -1523309.498582 + Penalty 3072.445555 = -1520237.053027
  nChanged 567
		SP:Iteration 9Q (50346.010000 sec): 3 clusters
  Score: Raw -1523685.138342 + Penalty 3072.445555 = -1520612.692787
  nChanged 512
		SP:Iteration 10Q (50346.220000 sec): 3 clusters
  Score: Raw -1524056.840482 + Penalty 3072.445555 = -1520984.394927
  nChanged 454
		SP:Iteration 11Q (50346.510000 sec): 3 clusters
  Score: Raw -1524388.850885 + Penalty 3072.445555 = -1521316.405330
  nChanged 415
		SP:Iteration 12Q (50346.730000 sec): 3 clusters
  Score: Raw -1524681.169066 + Penalty 3072.445555 = -1521608.723511
  nChanged 328
		SP:Iteration 13Q (50346.980000 sec): 3 clusters
  Score: Raw -1524899.401274 + Penalty 3072.445555 = -1521826.955719
  nChanged 285
		SP:Iteration 14Q (50347.200000 sec): 3 clusters
  Score: Raw -1525097.578641 + Penalty 3072.445555 = -1522025.133086
  nChanged 249
		SP:Iteration 15Q (50347.380000 sec): 3 clusters
  Score: Raw -1525288.163367 + Penalty 3072.445555 = -1522215.717812
  nChanged 203
		SP:Iteration 16Q (50347.610000 sec): 3 clusters
  Score: Raw -1525444.659154 + Penalty 3072.445555 = -1522372.213599
  nChanged 163
		SP:Iteration 17Q (50347.840000 sec): 3 clusters
  Score: Raw -1525563.717654 + Penalty 3072.445555 = -1522491.272099
  nChanged 134
		SP:Iteration 18Q (50348.080000 sec): 3 clusters
  Score: Raw -1525659.623298 + Penalty 3072.445555 = -1522587.177743
  nChanged 114
		SP:Iteration 19Q (50348.310000 sec): 3 clusters
  Score: Raw -1525743.518586 + Penalty 3072.445555 = -1522671.073031
  nChanged 96
		SP:Iteration 20F (50348.520000 sec): 3 clusters
  Score: Raw -1525809.340647 + Penalty 3072.445555 = -1522736.895092
  nChanged 81
		SP:Iteration 21Q (50348.770000 sec): 3 clusters
  Score: Raw -1525868.780865 + Penalty 3072.445555 = -1522796.335310
  nChanged 69
		SP:Iteration 22Q (50348.990000 sec): 3 clusters
  Score: Raw -1525919.334399 + Penalty 3072.445555 = -1522846.888844
  nChanged 56
		SP:Iteration 23Q (50349.210000 sec): 3 clusters
  Score: Raw -1525964.342543 + Penalty 3072.445555 = -1522891.896988
  nChanged 43
		SP:Iteration 24Q (50349.390000 sec): 3 clusters
  Score: Raw -1525997.282589 + Penalty 3072.445555 = -1522924.837034
  nChanged 39
		SP:Iteration 25Q (50349.660000 sec): 3 clusters
  Score: Raw -1526022.761337 + Penalty 3072.445555 = -1522950.315782
  nChanged 26
		SP:Iteration 26Q (50349.870000 sec): 3 clusters
  Score: Raw -1526042.600153 + Penalty 3072.445555 = -1522970.154598
  nChanged 19
		SP:Iteration 27Q (50350.070000 sec): 3 clusters
  Score: Raw -1526058.726049 + Penalty 3072.445555 = -1522986.280494
  nChanged 17
		SP:Iteration 28Q (50350.300000 sec): 3 clusters
  Score: Raw -1526068.318994 + Penalty 3072.445555 = -1522995.873439
  nChanged 9
		SP:Iteration 29Q (50350.500000 sec): 3 clusters
  Score: Raw -1526074.540085 + Penalty 3072.445555 = -1523002.094530
  nChanged 5
		SP:Iteration 30Q (50350.700000 sec): 3 clusters
  Score: Raw -1526079.044863 + Penalty 3072.445555 = -1523006.599308
  nChanged 7
		SP:Iteration 31Q (50350.880000 sec): 3 clusters
  Score: Raw -1526086.091795 + Penalty 3072.445555 = -1523013.646240
  nChanged 8
		SP:Iteration 32Q (50351.120000 sec): 3 clusters
  Score: Raw -1526091.214567 + Penalty 3072.445555 = -1523018.769012
  nChanged 10
		SP:Iteration 33Q (50351.300000 sec): 3 clusters
  Score: Raw -1526096.755326 + Penalty 3072.445555 = -1523024.309771
  nChanged 9
		SP:Iteration 34Q (50351.540000 sec): 3 clusters
  Score: Raw -1526104.446636 + Penalty 3072.445555 = -1523032.001081
  nChanged 13
		SP:Iteration 35Q (50351.740000 sec): 3 clusters
  Score: Raw -1526117.784274 + Penalty 3072.445555 = -1523045.338719
  nChanged 15
		SP:Iteration 36Q (50351.940000 sec): 3 clusters
  Score: Raw -1526127.133553 + Penalty 3072.445555 = -1523054.687998
  nChanged 9
		SP:Iteration 37Q (50352.180000 sec): 3 clusters
  Score: Raw -1526134.849012 + Penalty 3072.445555 = -1523062.403457
  nChanged 10
		SP:Iteration 38Q (50352.400000 sec): 3 clusters
  Score: Raw -1526142.444627 + Penalty 3072.445555 = -1523069.999072
  nChanged 13
		SP:Iteration 39Q (50352.580000 sec): 3 clusters
  Score: Raw -1526151.295607 + Penalty 3072.445555 = -1523078.850052
  nChanged 8
		SP:Iteration 40F (50352.840000 sec): 3 clusters
  Score: Raw -1526156.953646 + Penalty 3072.445555 = -1523084.508091
  nChanged 11
		SP:Iteration 41Q (50353.030000 sec): 3 clusters
  Score: Raw -1526162.706966 + Penalty 3072.445555 = -1523090.261411
  nChanged 6
		SP:Iteration 42Q (50353.240000 sec): 3 clusters
  Score: Raw -1526167.890411 + Penalty 3072.445555 = -1523095.444856
  nChanged 8
		SP:Iteration 43Q (50353.470000 sec): 3 clusters
  Score: Raw -1526173.959011 + Penalty 3072.445555 = -1523101.513456
  nChanged 6
		SP:Iteration 44Q (50353.710000 sec): 3 clusters
  Score: Raw -1526177.808624 + Penalty 3072.445555 = -1523105.363069
  nChanged 2
		SP:Iteration 45Q (50353.950000 sec): 3 clusters
  Score: Raw -1526179.679947 + Penalty 3072.445555 = -1523107.234392
  nChanged 1
		SP:Iteration 46Q (50354.160000 sec): 3 clusters
  Score: Raw -1526180.443504 + Penalty 3072.445555 = -1523107.997949
  nChanged 3
		SP:Iteration 47Q (50354.340000 sec): 3 clusters
  Score: Raw -1526182.064970 + Penalty 3072.445555 = -1523109.619415
  nChanged 0
		SP:Iteration 48F (50354.590000 sec): 3 clusters
  Score: Raw -1526182.064970 + Penalty 3072.445555 = -1523109.619415
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50354.660000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50354.850000 sec): 3 clusters
  Score: Raw -145986.543804 + Penalty 2329.537985 = -143657.005819
  nChanged 423
		SP:Iteration 1F (50354.980000 sec): 3 clusters
  Score: Raw -146400.998668 + Penalty 2329.537985 = -144071.460684
  nChanged 144
		SP:Iteration 2F (50355.170000 sec): 3 clusters
  Score: Raw -146640.635299 + Penalty 2329.537985 = -144311.097314
  nChanged 102
		SP:Iteration 3F (50355.330000 sec): 3 clusters
  Score: Raw -146806.579976 + Penalty 2329.537985 = -144477.041991
  nChanged 71
		SP:Iteration 4F (50355.490000 sec): 3 clusters
  Score: Raw -146907.439591 + Penalty 2329.537985 = -144577.901606
  nChanged 60
		SP:Iteration 5Q (50355.670000 sec): 3 clusters
  Score: Raw -146994.245417 + Penalty 2329.537985 = -144664.707432
  nChanged 48
		SP:Iteration 6Q (50355.890000 sec): 3 clusters
  Score: Raw -147062.268787 + Penalty 2329.537985 = -144732.730802
  nChanged 39
		SP:Iteration 7Q (50356.040000 sec): 3 clusters
  Score: Raw -147116.382665 + Penalty 2329.537985 = -144786.844680
  nChanged 42
		SP:Iteration 8Q (50356.250000 sec): 3 clusters
  Score: Raw -147173.020809 + Penalty 2329.537985 = -144843.482824
  nChanged 42
		SP:Iteration 9Q (50356.380000 sec): 3 clusters
  Score: Raw -147229.933993 + Penalty 2329.537985 = -144900.396008
  nChanged 29
		SP:Iteration 10Q (50356.580000 sec): 3 clusters
  Score: Raw -147264.102592 + Penalty 2329.537985 = -144934.564607
  nChanged 16
		SP:Iteration 11Q (50356.780000 sec): 3 clusters
  Score: Raw -147280.937058 + Penalty 2329.537985 = -144951.399073
  nChanged 10
		SP:Iteration 12Q (50356.950000 sec): 3 clusters
  Score: Raw -147288.530678 + Penalty 2329.537985 = -144958.992693
  nChanged 6
		SP:Iteration 13Q (50357.130000 sec): 3 clusters
  Score: Raw -147292.206347 + Penalty 2329.537985 = -144962.668362
  nChanged 4
		SP:Iteration 14Q (50357.290000 sec): 3 clusters
  Score: Raw -147294.021101 + Penalty 2329.537985 = -144964.483116
  nChanged 2
		SP:Iteration 15Q (50357.470000 sec): 3 clusters
  Score: Raw -147296.213071 + Penalty 2329.537985 = -144966.675087
  nChanged 6
		SP:Iteration 16Q (50357.600000 sec): 3 clusters
  Score: Raw -147302.883634 + Penalty 2329.537985 = -144973.345649
  nChanged 5
		SP:Iteration 17Q (50357.800000 sec): 3 clusters
  Score: Raw -147306.105663 + Penalty 2329.537985 = -144976.567678
  nChanged 4
		SP:Iteration 18Q (50357.960000 sec): 3 clusters
  Score: Raw -147309.102226 + Penalty 2329.537985 = -144979.564241
  nChanged 2
		SP:Iteration 19Q (50358.130000 sec): 3 clusters
  Score: Raw -147310.295412 + Penalty 2329.537985 = -144980.757427
  nChanged 0
		SP:Iteration 20F (50358.280000 sec): 3 clusters
  Score: Raw -147310.295412 + Penalty 2329.537985 = -144980.757427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50358.380000 sec): 2 clusters
  Score: Raw -460162.688456 + Penalty 1344.583014 = -458818.105442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50358.580000 sec): 3 clusters
  Score: Raw -458252.738630 + Penalty 2689.166027 = -455563.572603
  nChanged 1549
		SP:Iteration 1F (50358.780000 sec): 3 clusters
  Score: Raw -459318.457298 + Penalty 2689.166027 = -456629.291271
  nChanged 354
		SP:Iteration 2F (50359.000000 sec): 3 clusters
  Score: Raw -459601.927338 + Penalty 2689.166027 = -456912.761311
  nChanged 249
		SP:Iteration 3F (50359.160000 sec): 3 clusters
  Score: Raw -459818.565379 + Penalty 2689.166027 = -457129.399352
  nChanged 196
		SP:Iteration 4Q (50359.350000 sec): 3 clusters
  Score: Raw -459995.819681 + Penalty 2689.166027 = -457306.653654
  nChanged 187
		SP:Iteration 5Q (50359.550000 sec): 3 clusters
  Score: Raw -460215.409628 + Penalty 2689.166027 = -457526.243601
  nChanged 180
		SP:Iteration 6Q (50359.740000 sec): 3 clusters
  Score: Raw -460416.652002 + Penalty 2689.166027 = -457727.485974
  nChanged 164
		SP:Iteration 7Q (50359.920000 sec): 3 clusters
  Score: Raw -460635.315188 + Penalty 2689.166027 = -457946.149161
  nChanged 162
		SP:Iteration 8Q (50360.120000 sec): 3 clusters
  Score: Raw -460798.809894 + Penalty 2689.166027 = -458109.643866
  nChanged 110
		SP:Iteration 9Q (50360.270000 sec): 3 clusters
  Score: Raw -460887.695018 + Penalty 2689.166027 = -458198.528991
  nChanged 91
		SP:Iteration 10Q (50360.460000 sec): 3 clusters
  Score: Raw -460950.663307 + Penalty 2689.166027 = -458261.497280
  nChanged 62
		SP:Iteration 11Q (50360.660000 sec): 3 clusters
  Score: Raw -460984.204611 + Penalty 2689.166027 = -458295.038584
  nChanged 35
		SP:Iteration 12Q (50360.840000 sec): 3 clusters
  Score: Raw -460999.886824 + Penalty 2689.166027 = -458310.720796
  nChanged 24
		SP:Iteration 13Q (50361.040000 sec): 3 clusters
  Score: Raw -461010.753630 + Penalty 2689.166027 = -458321.587603
  nChanged 21
		SP:Iteration 14Q (50361.220000 sec): 3 clusters
  Score: Raw -461020.959366 + Penalty 2689.166027 = -458331.793339
  nChanged 12
		SP:Iteration 15Q (50361.400000 sec): 3 clusters
  Score: Raw -461024.888369 + Penalty 2689.166027 = -458335.722342
  nChanged 8
		SP:Iteration 16Q (50361.570000 sec): 3 clusters
  Score: Raw -461027.733853 + Penalty 2689.166027 = -458338.567826
  nChanged 11
		SP:Iteration 17Q (50361.770000 sec): 3 clusters
  Score: Raw -461030.724801 + Penalty 2689.166027 = -458341.558774
  nChanged 7
		SP:Iteration 18Q (50361.960000 sec): 3 clusters
  Score: Raw -461033.676101 + Penalty 2689.166027 = -458344.510073
  nChanged 7
		SP:Iteration 19Q (50362.110000 sec): 3 clusters
  Score: Raw -461036.177425 + Penalty 2689.166027 = -458347.011398
  nChanged 4
		SP:Iteration 20F (50362.290000 sec): 3 clusters
  Score: Raw -461039.085363 + Penalty 2689.166027 = -458349.919336
  nChanged 7
		SP:Iteration 21Q (50362.490000 sec): 3 clusters
  Score: Raw -461042.080030 + Penalty 2689.166027 = -458352.914003
  nChanged 9
		SP:Iteration 22Q (50362.640000 sec): 3 clusters
  Score: Raw -461044.601321 + Penalty 2689.166027 = -458355.435294
  nChanged 6
		SP:Iteration 23Q (50362.860000 sec): 3 clusters
  Score: Raw -461046.999519 + Penalty 2689.166027 = -458357.833492
  nChanged 5
		SP:Iteration 24Q (50363.040000 sec): 3 clusters
  Score: Raw -461047.811157 + Penalty 2689.166027 = -458358.645129
  nChanged 2
		SP:Iteration 25Q (50363.190000 sec): 3 clusters
  Score: Raw -461049.033765 + Penalty 2689.166027 = -458359.867738
  nChanged 1
		SP:Iteration 26Q (50363.380000 sec): 3 clusters
  Score: Raw -461049.320427 + Penalty 2689.166027 = -458360.154400
  nChanged 0
		SP:Iteration 27F (50363.530000 sec): 3 clusters
  Score: Raw -461049.320427 + Penalty 2689.166027 = -458360.154400
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50363.640000 sec): 2 clusters
  Score: Raw -244742.671850 + Penalty 1239.317659 = -243503.354191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50363.800000 sec): 3 clusters
  Score: Raw -243864.735986 + Penalty 2478.635317 = -241386.100669
  nChanged 722
		SP:Iteration 1F (50364.000000 sec): 3 clusters
  Score: Raw -244325.676481 + Penalty 2478.635317 = -241847.041164
  nChanged 160
		SP:Iteration 2F (50364.170000 sec): 3 clusters
  Score: Raw -244433.274285 + Penalty 2478.635317 = -241954.638968
  nChanged 90
		SP:Iteration 3Q (50364.340000 sec): 3 clusters
  Score: Raw -244493.306570 + Penalty 2478.635317 = -242014.671253
  nChanged 68
		SP:Iteration 4Q (50364.540000 sec): 3 clusters
  Score: Raw -244543.115366 + Penalty 2478.635317 = -242064.480049
  nChanged 63
		SP:Iteration 5Q (50364.690000 sec): 3 clusters
  Score: Raw -244582.258630 + Penalty 2478.635317 = -242103.623313
  nChanged 45
		SP:Iteration 6Q (50364.900000 sec): 3 clusters
  Score: Raw -244610.694691 + Penalty 2478.635317 = -242132.059374
  nChanged 33
		SP:Iteration 7Q (50365.060000 sec): 3 clusters
  Score: Raw -244631.751649 + Penalty 2478.635317 = -242153.116332
  nChanged 42
		SP:Iteration 8Q (50365.240000 sec): 3 clusters
  Score: Raw -244659.118381 + Penalty 2478.635317 = -242180.483064
  nChanged 27
		SP:Iteration 9Q (50365.430000 sec): 3 clusters
  Score: Raw -244676.069419 + Penalty 2478.635317 = -242197.434102
  nChanged 27
		SP:Iteration 10Q (50365.640000 sec): 3 clusters
  Score: Raw -244692.134957 + Penalty 2478.635317 = -242213.499640
  nChanged 23
		SP:Iteration 11Q (50365.810000 sec): 3 clusters
  Score: Raw -244708.658415 + Penalty 2478.635317 = -242230.023098
  nChanged 24
		SP:Iteration 12Q (50366.030000 sec): 3 clusters
  Score: Raw -244731.544993 + Penalty 2478.635317 = -242252.909676
  nChanged 34
		SP:Iteration 13Q (50366.170000 sec): 3 clusters
  Score: Raw -244755.940345 + Penalty 2478.635317 = -242277.305028
  nChanged 28
		SP:Iteration 14Q (50366.370000 sec): 3 clusters
  Score: Raw -244771.865895 + Penalty 2478.635317 = -242293.230578
  nChanged 28
		SP:Iteration 15Q (50366.570000 sec): 3 clusters
  Score: Raw -244784.073260 + Penalty 2478.635317 = -242305.437943
  nChanged 23
		SP:Iteration 16Q (50366.720000 sec): 3 clusters
  Score: Raw -244798.133831 + Penalty 2478.635317 = -242319.498514
  nChanged 23
		SP:Iteration 17Q (50366.950000 sec): 3 clusters
  Score: Raw -244811.346823 + Penalty 2478.635317 = -242332.711506
  nChanged 20
		SP:Iteration 18Q (50367.130000 sec): 3 clusters
  Score: Raw -244819.492942 + Penalty 2478.635317 = -242340.857625
  nChanged 11
		SP:Iteration 19Q (50367.300000 sec): 3 clusters
  Score: Raw -244824.717405 + Penalty 2478.635317 = -242346.082088
  nChanged 12
		SP:Iteration 20F (50367.490000 sec): 3 clusters
  Score: Raw -244831.399331 + Penalty 2478.635317 = -242352.764014
  nChanged 16
		SP:Iteration 21Q (50367.670000 sec): 3 clusters
  Score: Raw -244838.362000 + Penalty 2478.635317 = -242359.726683
  nChanged 10
		SP:Iteration 22Q (50367.820000 sec): 3 clusters
  Score: Raw -244842.369941 + Penalty 2478.635317 = -242363.734624
  nChanged 5
		SP:Iteration 23Q (50368.000000 sec): 3 clusters
  Score: Raw -244844.348138 + Penalty 2478.635317 = -242365.712821
  nChanged 6
		SP:Iteration 24Q (50368.160000 sec): 3 clusters
  Score: Raw -244847.757710 + Penalty 2478.635317 = -242369.122393
  nChanged 3
		SP:Iteration 25Q (50368.380000 sec): 3 clusters
  Score: Raw -244848.746352 + Penalty 2478.635317 = -242370.111035
  nChanged 1
		SP:Iteration 26Q (50368.540000 sec): 3 clusters
  Score: Raw -244848.978386 + Penalty 2478.635317 = -242370.343069
  nChanged 1
		SP:Iteration 27Q (50368.700000 sec): 3 clusters
  Score: Raw -244849.172406 + Penalty 2478.635317 = -242370.537088
  nChanged 0
		SP:Iteration 28F (50368.890000 sec): 3 clusters
  Score: Raw -244849.172406 + Penalty 2478.635317 = -242370.537088
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50368.990000 sec): 2 clusters
  Score: Raw -534685.414851 + Penalty 1381.026043 = -533304.388807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50369.190000 sec): 3 clusters
  Score: Raw -532183.796368 + Penalty 2762.052087 = -529421.744281
  nChanged 1961
		SP:Iteration 1F (50369.370000 sec): 3 clusters
  Score: Raw -533461.726655 + Penalty 2762.052087 = -530699.674568
  nChanged 404
		SP:Iteration 2F (50369.540000 sec): 3 clusters
  Score: Raw -533780.744567 + Penalty 2762.052087 = -531018.692480
  nChanged 329
		SP:Iteration 3F (50369.710000 sec): 3 clusters
  Score: Raw -534003.584869 + Penalty 2762.052087 = -531241.532782
  nChanged 245
		SP:Iteration 4Q (50369.910000 sec): 3 clusters
  Score: Raw -534173.690599 + Penalty 2762.052087 = -531411.638512
  nChanged 211
		SP:Iteration 5Q (50370.130000 sec): 3 clusters
  Score: Raw -534330.705627 + Penalty 2762.052087 = -531568.653540
  nChanged 187
		SP:Iteration 6Q (50370.290000 sec): 3 clusters
  Score: Raw -534456.798725 + Penalty 2762.052087 = -531694.746638
  nChanged 150
		SP:Iteration 7Q (50370.490000 sec): 3 clusters
  Score: Raw -534543.014354 + Penalty 2762.052087 = -531780.962267
  nChanged 118
		SP:Iteration 8Q (50370.710000 sec): 3 clusters
  Score: Raw -534611.082887 + Penalty 2762.052087 = -531849.030800
  nChanged 98
		SP:Iteration 9Q (50370.850000 sec): 3 clusters
  Score: Raw -534660.401850 + Penalty 2762.052087 = -531898.349763
  nChanged 67
		SP:Iteration 10Q (50371.100000 sec): 3 clusters
  Score: Raw -534687.015711 + Penalty 2762.052087 = -531924.963624
  nChanged 54
		SP:Iteration 11Q (50371.260000 sec): 3 clusters
  Score: Raw -534713.206903 + Penalty 2762.052087 = -531951.154816
  nChanged 65
		SP:Iteration 12Q (50371.480000 sec): 3 clusters
  Score: Raw -534745.650080 + Penalty 2762.052087 = -531983.597993
  nChanged 66
		SP:Iteration 13Q (50371.650000 sec): 3 clusters
  Score: Raw -534782.178949 + Penalty 2762.052087 = -532020.126862
  nChanged 70
		SP:Iteration 14Q (50371.840000 sec): 3 clusters
  Score: Raw -534829.436026 + Penalty 2762.052087 = -532067.383939
  nChanged 58
		SP:Iteration 15Q (50372.050000 sec): 3 clusters
  Score: Raw -534863.681393 + Penalty 2762.052087 = -532101.629306
  nChanged 49
		SP:Iteration 16Q (50372.230000 sec): 3 clusters
  Score: Raw -534894.288882 + Penalty 2762.052087 = -532132.236795
  nChanged 51
		SP:Iteration 17Q (50372.450000 sec): 3 clusters
  Score: Raw -534918.405903 + Penalty 2762.052087 = -532156.353816
  nChanged 36
		SP:Iteration 18Q (50372.640000 sec): 3 clusters
  Score: Raw -534935.273753 + Penalty 2762.052087 = -532173.221667
  nChanged 38
		SP:Iteration 19Q (50372.830000 sec): 3 clusters
  Score: Raw -534950.864048 + Penalty 2762.052087 = -532188.811961
  nChanged 27
		SP:Iteration 20F (50373.030000 sec): 3 clusters
  Score: Raw -534961.195243 + Penalty 2762.052087 = -532199.143156
  nChanged 13
		SP:Iteration 21Q (50373.250000 sec): 3 clusters
  Score: Raw -534966.705397 + Penalty 2762.052087 = -532204.653310
  nChanged 13
		SP:Iteration 22Q (50373.430000 sec): 3 clusters
  Score: Raw -534969.743841 + Penalty 2762.052087 = -532207.691754
  nChanged 12
		SP:Iteration 23Q (50373.600000 sec): 3 clusters
  Score: Raw -534972.436453 + Penalty 2762.052087 = -532210.384366
  nChanged 6
		SP:Iteration 24Q (50373.770000 sec): 3 clusters
  Score: Raw -534973.795762 + Penalty 2762.052087 = -532211.743675
  nChanged 8
		SP:Iteration 25Q (50373.970000 sec): 3 clusters
  Score: Raw -534975.301903 + Penalty 2762.052087 = -532213.249817
  nChanged 3
		SP:Iteration 26Q (50374.120000 sec): 3 clusters
  Score: Raw -534975.853868 + Penalty 2762.052087 = -532213.801781
  nChanged 4
		SP:Iteration 27Q (50374.320000 sec): 3 clusters
  Score: Raw -534976.749673 + Penalty 2762.052087 = -532214.697586
  nChanged 2
		SP:Iteration 28Q (50374.500000 sec): 3 clusters
  Score: Raw -534977.010762 + Penalty 2762.052087 = -532214.958676
  nChanged 2
		SP:Iteration 29Q (50374.720000 sec): 3 clusters
  Score: Raw -534977.443382 + Penalty 2762.052087 = -532215.391295
  nChanged 0
		SP:Iteration 30F (50374.930000 sec): 3 clusters
  Score: Raw -534977.443382 + Penalty 2762.052087 = -532215.391295
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50375.020000 sec): 2 clusters
  Score: Raw -610161.108043 + Penalty 1389.477045 = -608771.630998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50375.240000 sec): 3 clusters
  Score: Raw -607445.948343 + Penalty 2778.954089 = -604666.994253
  nChanged 2109
		SP:Iteration 1F (50375.410000 sec): 3 clusters
  Score: Raw -608652.224197 + Penalty 2778.954089 = -605873.270107
  nChanged 372
		SP:Iteration 2F (50375.620000 sec): 3 clusters
  Score: Raw -608858.840574 + Penalty 2778.954089 = -606079.886484
  nChanged 298
		SP:Iteration 3F (50375.780000 sec): 3 clusters
  Score: Raw -609054.599905 + Penalty 2778.954089 = -606275.645815
  nChanged 289
		SP:Iteration 4F (50376.000000 sec): 3 clusters
  Score: Raw -609244.632155 + Penalty 2778.954089 = -606465.678065
  nChanged 264
		SP:Iteration 5F (50376.190000 sec): 3 clusters
  Score: Raw -609407.372205 + Penalty 2778.954089 = -606628.418116
  nChanged 231
		SP:Iteration 6Q (50376.350000 sec): 3 clusters
  Score: Raw -609554.168141 + Penalty 2778.954089 = -606775.214052
  nChanged 217
		SP:Iteration 7Q (50376.560000 sec): 3 clusters
  Score: Raw -609689.784951 + Penalty 2778.954089 = -606910.830861
  nChanged 201
		SP:Iteration 8Q (50376.780000 sec): 3 clusters
  Score: Raw -609821.949402 + Penalty 2778.954089 = -607042.995312
  nChanged 192
		SP:Iteration 9Q (50376.960000 sec): 3 clusters
  Score: Raw -609942.743040 + Penalty 2778.954089 = -607163.788950
  nChanged 162
		SP:Iteration 10Q (50377.170000 sec): 3 clusters
  Score: Raw -610029.004985 + Penalty 2778.954089 = -607250.050896
  nChanged 127
		SP:Iteration 11Q (50377.400000 sec): 3 clusters
  Score: Raw -610099.368460 + Penalty 2778.954089 = -607320.414370
  nChanged 103
		SP:Iteration 12Q (50377.620000 sec): 3 clusters
  Score: Raw -610155.492460 + Penalty 2778.954089 = -607376.538370
  nChanged 75
		SP:Iteration 13Q (50377.800000 sec): 3 clusters
  Score: Raw -610198.006068 + Penalty 2778.954089 = -607419.051978
  nChanged 77
		SP:Iteration 14Q (50377.980000 sec): 3 clusters
  Score: Raw -610235.429042 + Penalty 2778.954089 = -607456.474952
  nChanged 49
		SP:Iteration 15Q (50378.150000 sec): 3 clusters
  Score: Raw -610253.403704 + Penalty 2778.954089 = -607474.449615
  nChanged 34
		SP:Iteration 16Q (50378.330000 sec): 3 clusters
  Score: Raw -610267.948315 + Penalty 2778.954089 = -607488.994226
  nChanged 27
		SP:Iteration 17Q (50378.550000 sec): 3 clusters
  Score: Raw -610276.786050 + Penalty 2778.954089 = -607497.831960
  nChanged 19
		SP:Iteration 18Q (50378.730000 sec): 3 clusters
  Score: Raw -610282.926392 + Penalty 2778.954089 = -607503.972302
  nChanged 16
		SP:Iteration 19Q (50378.900000 sec): 3 clusters
  Score: Raw -610287.350140 + Penalty 2778.954089 = -607508.396051
  nChanged 8
		SP:Iteration 20F (50379.090000 sec): 3 clusters
  Score: Raw -610289.541044 + Penalty 2778.954089 = -607510.586955
  nChanged 13
		SP:Iteration 21Q (50379.270000 sec): 3 clusters
  Score: Raw -610295.274836 + Penalty 2778.954089 = -607516.320747
  nChanged 15
		SP:Iteration 22Q (50379.450000 sec): 3 clusters
  Score: Raw -610300.693343 + Penalty 2778.954089 = -607521.739253
  nChanged 11
		SP:Iteration 23Q (50379.650000 sec): 3 clusters
  Score: Raw -610304.775472 + Penalty 2778.954089 = -607525.821382
  nChanged 13
		SP:Iteration 24Q (50379.850000 sec): 3 clusters
  Score: Raw -610309.004666 + Penalty 2778.954089 = -607530.050576
  nChanged 12
		SP:Iteration 25Q (50380.030000 sec): 3 clusters
  Score: Raw -610314.047246 + Penalty 2778.954089 = -607535.093157
  nChanged 15
		SP:Iteration 26Q (50380.250000 sec): 3 clusters
  Score: Raw -610318.476410 + Penalty 2778.954089 = -607539.522320
  nChanged 9
		SP:Iteration 27Q (50380.410000 sec): 3 clusters
  Score: Raw -610322.241416 + Penalty 2778.954089 = -607543.287327
  nChanged 15
		SP:Iteration 28Q (50380.610000 sec): 3 clusters
  Score: Raw -610329.010486 + Penalty 2778.954089 = -607550.056397
  nChanged 13
		SP:Iteration 29Q (50380.780000 sec): 3 clusters
  Score: Raw -610334.410712 + Penalty 2778.954089 = -607555.456623
  nChanged 17
		SP:Iteration 30Q (50381.000000 sec): 3 clusters
  Score: Raw -610341.272364 + Penalty 2778.954089 = -607562.318274
  nChanged 17
		SP:Iteration 31Q (50381.160000 sec): 3 clusters
  Score: Raw -610349.223600 + Penalty 2778.954089 = -607570.269510
  nChanged 14
		SP:Iteration 32Q (50381.340000 sec): 3 clusters
  Score: Raw -610353.555596 + Penalty 2778.954089 = -607574.601507
  nChanged 13
		SP:Iteration 33Q (50381.550000 sec): 3 clusters
  Score: Raw -610357.179794 + Penalty 2778.954089 = -607578.225704
  nChanged 5
		SP:Iteration 34Q (50381.760000 sec): 3 clusters
  Score: Raw -610358.406412 + Penalty 2778.954089 = -607579.452323
  nChanged 6
		SP:Iteration 35Q (50381.940000 sec): 3 clusters
  Score: Raw -610359.842615 + Penalty 2778.954089 = -607580.888525
  nChanged 4
		SP:Iteration 36Q (50382.130000 sec): 3 clusters
  Score: Raw -610361.728173 + Penalty 2778.954089 = -607582.774084
  nChanged 8
		SP:Iteration 37Q (50382.340000 sec): 3 clusters
  Score: Raw -610366.773038 + Penalty 2778.954089 = -607587.818948
  nChanged 15
		SP:Iteration 38Q (50382.510000 sec): 3 clusters
  Score: Raw -610373.074143 + Penalty 2778.954089 = -607594.120053
  nChanged 10
		SP:Iteration 39Q (50382.690000 sec): 3 clusters
  Score: Raw -610376.343037 + Penalty 2778.954089 = -607597.388947
  nChanged 5
		SP:Iteration 40F (50382.870000 sec): 3 clusters
  Score: Raw -610378.798728 + Penalty 2778.954089 = -607599.844638
  nChanged 6
		SP:Iteration 41Q (50383.030000 sec): 3 clusters
  Score: Raw -610380.824422 + Penalty 2778.954089 = -607601.870332
  nChanged 7
		SP:Iteration 42Q (50383.200000 sec): 3 clusters
  Score: Raw -610383.000264 + Penalty 2778.954089 = -607604.046175
  nChanged 5
		SP:Iteration 43Q (50383.410000 sec): 3 clusters
  Score: Raw -610385.548129 + Penalty 2778.954089 = -607606.594039
  nChanged 4
		SP:Iteration 44Q (50383.590000 sec): 3 clusters
  Score: Raw -610387.191807 + Penalty 2778.954089 = -607608.237717
  nChanged 7
		SP:Iteration 45Q (50383.740000 sec): 3 clusters
  Score: Raw -610389.541819 + Penalty 2778.954089 = -607610.587730
  nChanged 6
		SP:Iteration 46Q (50384.000000 sec): 3 clusters
  Score: Raw -610392.008283 + Penalty 2778.954089 = -607613.054194
  nChanged 5
		SP:Iteration 47Q (50384.150000 sec): 3 clusters
  Score: Raw -610394.660660 + Penalty 2778.954089 = -607615.706570
  nChanged 7
		SP:Iteration 48Q (50384.350000 sec): 3 clusters
  Score: Raw -610398.069511 + Penalty 2778.954089 = -607619.115421
  nChanged 9
		SP:Iteration 49Q (50384.540000 sec): 3 clusters
  Score: Raw -610402.775640 + Penalty 2778.954089 = -607623.821551
  nChanged 10
		SP:Iteration 50Q (50384.730000 sec): 3 clusters
  Score: Raw -610405.730385 + Penalty 2778.954089 = -607626.776296
  nChanged 6
		SP:Iteration 51Q (50384.940000 sec): 3 clusters
  Score: Raw -610408.455753 + Penalty 2778.954089 = -607629.501663
  nChanged 9
		SP:Iteration 52Q (50385.140000 sec): 3 clusters
  Score: Raw -610412.634956 + Penalty 2778.954089 = -607633.680867
  nChanged 8
		SP:Iteration 53Q (50385.310000 sec): 3 clusters
  Score: Raw -610415.032747 + Penalty 2778.954089 = -607636.078657
  nChanged 4
		SP:Iteration 54Q (50385.530000 sec): 3 clusters
  Score: Raw -610416.643488 + Penalty 2778.954089 = -607637.689399
  nChanged 1
		SP:Iteration 55Q (50385.720000 sec): 3 clusters
  Score: Raw -610416.883920 + Penalty 2778.954089 = -607637.929830
  nChanged 1
		SP:Iteration 56Q (50385.870000 sec): 3 clusters
  Score: Raw -610417.071694 + Penalty 2778.954089 = -607638.117604
  nChanged 2
		SP:Iteration 57Q (50386.080000 sec): 3 clusters
  Score: Raw -610417.534681 + Penalty 2778.954089 = -607638.580591
  nChanged 0
		SP:Iteration 58F (50386.240000 sec): 3 clusters
  Score: Raw -610417.534681 + Penalty 2778.954089 = -607638.580591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50386.320000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50386.470000 sec): 3 clusters
  Score: Raw -127541.968833 + Penalty 2271.234284 = -125270.734549
  nChanged 324
		SP:Iteration 1F (50386.610000 sec): 3 clusters
  Score: Raw -127848.529036 + Penalty 2271.234284 = -125577.294751
  nChanged 84
		SP:Iteration 2F (50386.780000 sec): 3 clusters
  Score: Raw -127942.003257 + Penalty 2271.234284 = -125670.768973
  nChanged 50
		SP:Iteration 3Q (50386.970000 sec): 3 clusters
  Score: Raw -127991.413624 + Penalty 2271.234284 = -125720.179340
  nChanged 25
		SP:Iteration 4Q (50387.150000 sec): 3 clusters
  Score: Raw -128019.474413 + Penalty 2271.234284 = -125748.240129
  nChanged 21
		SP:Iteration 5Q (50387.310000 sec): 3 clusters
  Score: Raw -128039.211599 + Penalty 2271.234284 = -125767.977315
  nChanged 15
		SP:Iteration 6Q (50387.500000 sec): 3 clusters
  Score: Raw -128057.519537 + Penalty 2271.234284 = -125786.285253
  nChanged 15
		SP:Iteration 7Q (50387.670000 sec): 3 clusters
  Score: Raw -128071.718694 + Penalty 2271.234284 = -125800.484410
  nChanged 9
		SP:Iteration 8Q (50387.870000 sec): 3 clusters
  Score: Raw -128080.111351 + Penalty 2271.234284 = -125808.877067
  nChanged 11
		SP:Iteration 9Q (50388.040000 sec): 3 clusters
  Score: Raw -128086.690458 + Penalty 2271.234284 = -125815.456174
  nChanged 5
		SP:Iteration 10Q (50388.200000 sec): 3 clusters
  Score: Raw -128089.940394 + Penalty 2271.234284 = -125818.706110
  nChanged 5
		SP:Iteration 11Q (50388.390000 sec): 3 clusters
  Score: Raw -128094.167879 + Penalty 2271.234284 = -125822.933595
  nChanged 3
		SP:Iteration 12Q (50388.570000 sec): 3 clusters
  Score: Raw -128096.588510 + Penalty 2271.234284 = -125825.354226
  nChanged 3
		SP:Iteration 13Q (50388.750000 sec): 3 clusters
  Score: Raw -128098.907843 + Penalty 2271.234284 = -125827.673559
  nChanged 3
		SP:Iteration 14Q (50388.940000 sec): 3 clusters
  Score: Raw -128101.127511 + Penalty 2271.234284 = -125829.893227
  nChanged 1
		SP:Iteration 15Q (50389.090000 sec): 3 clusters
  Score: Raw -128102.011131 + Penalty 2271.234284 = -125830.776846
  nChanged 2
		SP:Iteration 16Q (50389.250000 sec): 3 clusters
  Score: Raw -128104.586941 + Penalty 2271.234284 = -125833.352657
  nChanged 2
		SP:Iteration 17Q (50389.400000 sec): 3 clusters
  Score: Raw -128105.469512 + Penalty 2271.234284 = -125834.235228
  nChanged 0
		SP:Iteration 18F (50389.570000 sec): 3 clusters
  Score: Raw -128105.469512 + Penalty 2271.234284 = -125834.235228
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50389.730000 sec): 2 clusters
  Score: Raw -874367.346933 + Penalty 1447.376993 = -872919.969940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50389.940000 sec): 3 clusters
  Score: Raw -870403.216389 + Penalty 2894.753985 = -867508.462403
  nChanged 3063
		SP:Iteration 1F (50390.160000 sec): 3 clusters
  Score: Raw -872222.431600 + Penalty 2894.753985 = -869327.677615
  nChanged 532
		SP:Iteration 2F (50390.360000 sec): 3 clusters
  Score: Raw -872581.662364 + Penalty 2894.753985 = -869686.908379
  nChanged 448
		SP:Iteration 3F (50390.570000 sec): 3 clusters
  Score: Raw -872864.249082 + Penalty 2894.753985 = -869969.495096
  nChanged 414
		SP:Iteration 4F (50390.780000 sec): 3 clusters
  Score: Raw -873134.952254 + Penalty 2894.753985 = -870240.198269
  nChanged 398
		SP:Iteration 5F (50391.010000 sec): 3 clusters
  Score: Raw -873409.284323 + Penalty 2894.753985 = -870514.530337
  nChanged 348
		SP:Iteration 6Q (50391.180000 sec): 3 clusters
  Score: Raw -873639.659103 + Penalty 2894.753985 = -870744.905118
  nChanged 298
		SP:Iteration 7Q (50391.370000 sec): 3 clusters
  Score: Raw -873813.324353 + Penalty 2894.753985 = -870918.570368
  nChanged 222
		SP:Iteration 8Q (50391.550000 sec): 3 clusters
  Score: Raw -873941.272668 + Penalty 2894.753985 = -871046.518682
  nChanged 196
		SP:Iteration 9Q (50391.730000 sec): 3 clusters
  Score: Raw -874036.093907 + Penalty 2894.753985 = -871141.339922
  nChanged 159
		SP:Iteration 10Q (50391.950000 sec): 3 clusters
  Score: Raw -874110.911300 + Penalty 2894.753985 = -871216.157315
  nChanged 135
		SP:Iteration 11Q (50392.150000 sec): 3 clusters
  Score: Raw -874181.421360 + Penalty 2894.753985 = -871286.667375
  nChanged 113
		SP:Iteration 12Q (50392.300000 sec): 3 clusters
  Score: Raw -874227.577453 + Penalty 2894.753985 = -871332.823467
  nChanged 89
		SP:Iteration 13Q (50392.510000 sec): 3 clusters
  Score: Raw -874257.886043 + Penalty 2894.753985 = -871363.132058
  nChanged 76
		SP:Iteration 14Q (50392.710000 sec): 3 clusters
  Score: Raw -874284.767699 + Penalty 2894.753985 = -871390.013713
  nChanged 64
		SP:Iteration 15Q (50392.910000 sec): 3 clusters
  Score: Raw -874303.669922 + Penalty 2894.753985 = -871408.915937
  nChanged 65
		SP:Iteration 16Q (50393.130000 sec): 3 clusters
  Score: Raw -874323.218224 + Penalty 2894.753985 = -871428.464239
  nChanged 67
		SP:Iteration 17Q (50393.310000 sec): 3 clusters
  Score: Raw -874343.430820 + Penalty 2894.753985 = -871448.676835
  nChanged 65
		SP:Iteration 18Q (50393.520000 sec): 3 clusters
  Score: Raw -874363.355951 + Penalty 2894.753985 = -871468.601966
  nChanged 55
		SP:Iteration 19Q (50393.770000 sec): 3 clusters
  Score: Raw -874380.291181 + Penalty 2894.753985 = -871485.537196
  nChanged 39
		SP:Iteration 20F (50393.960000 sec): 3 clusters
  Score: Raw -874391.679703 + Penalty 2894.753985 = -871496.925718
  nChanged 39
		SP:Iteration 21Q (50394.190000 sec): 3 clusters
  Score: Raw -874401.834193 + Penalty 2894.753985 = -871507.080208
  nChanged 39
		SP:Iteration 22Q (50394.360000 sec): 3 clusters
  Score: Raw -874412.240877 + Penalty 2894.753985 = -871517.486892
  nChanged 41
		SP:Iteration 23Q (50394.570000 sec): 3 clusters
  Score: Raw -874423.510977 + Penalty 2894.753985 = -871528.756992
  nChanged 41
		SP:Iteration 24Q (50394.770000 sec): 3 clusters
  Score: Raw -874434.565644 + Penalty 2894.753985 = -871539.811659
  nChanged 44
		SP:Iteration 25Q (50394.970000 sec): 3 clusters
  Score: Raw -874446.107829 + Penalty 2894.753985 = -871551.353844
  nChanged 35
		SP:Iteration 26Q (50395.190000 sec): 3 clusters
  Score: Raw -874456.697014 + Penalty 2894.753985 = -871561.943029
  nChanged 36
		SP:Iteration 27Q (50395.410000 sec): 3 clusters
  Score: Raw -874468.426784 + Penalty 2894.753985 = -871573.672799
  nChanged 22
		SP:Iteration 28Q (50395.610000 sec): 3 clusters
  Score: Raw -874475.207975 + Penalty 2894.753985 = -871580.453990
  nChanged 30
		SP:Iteration 29Q (50395.800000 sec): 3 clusters
  Score: Raw -874484.196145 + Penalty 2894.753985 = -871589.442160
  nChanged 28
		SP:Iteration 30Q (50396.000000 sec): 3 clusters
  Score: Raw -874490.980505 + Penalty 2894.753985 = -871596.226520
  nChanged 20
		SP:Iteration 31Q (50396.190000 sec): 3 clusters
  Score: Raw -874494.896807 + Penalty 2894.753985 = -871600.142821
  nChanged 16
		SP:Iteration 32Q (50396.410000 sec): 3 clusters
  Score: Raw -874499.168190 + Penalty 2894.753985 = -871604.414204
  nChanged 19
		SP:Iteration 33Q (50396.570000 sec): 3 clusters
  Score: Raw -874504.059186 + Penalty 2894.753985 = -871609.305200
  nChanged 17
		SP:Iteration 34Q (50396.760000 sec): 3 clusters
  Score: Raw -874508.360843 + Penalty 2894.753985 = -871613.606858
  nChanged 24
		SP:Iteration 35Q (50396.960000 sec): 3 clusters
  Score: Raw -874515.252182 + Penalty 2894.753985 = -871620.498197
  nChanged 19
		SP:Iteration 36Q (50397.180000 sec): 3 clusters
  Score: Raw -874520.074023 + Penalty 2894.753985 = -871625.320038
  nChanged 17
		SP:Iteration 37Q (50397.370000 sec): 3 clusters
  Score: Raw -874524.887400 + Penalty 2894.753985 = -871630.133415
  nChanged 15
		SP:Iteration 38Q (50397.590000 sec): 3 clusters
  Score: Raw -874529.407458 + Penalty 2894.753985 = -871634.653472
  nChanged 19
		SP:Iteration 39Q (50397.780000 sec): 3 clusters
  Score: Raw -874535.840295 + Penalty 2894.753985 = -871641.086310
  nChanged 16
		SP:Iteration 40F (50397.950000 sec): 3 clusters
  Score: Raw -874540.958182 + Penalty 2894.753985 = -871646.204197
  nChanged 20
		SP:Iteration 41Q (50398.150000 sec): 3 clusters
  Score: Raw -874546.961032 + Penalty 2894.753985 = -871652.207047
  nChanged 15
		SP:Iteration 42Q (50398.370000 sec): 3 clusters
  Score: Raw -874553.998135 + Penalty 2894.753985 = -871659.244149
  nChanged 15
		SP:Iteration 43Q (50398.570000 sec): 3 clusters
  Score: Raw -874560.059151 + Penalty 2894.753985 = -871665.305166
  nChanged 20
		SP:Iteration 44Q (50398.800000 sec): 3 clusters
  Score: Raw -874565.421153 + Penalty 2894.753985 = -871670.667168
  nChanged 14
		SP:Iteration 45Q (50398.990000 sec): 3 clusters
  Score: Raw -874568.882941 + Penalty 2894.753985 = -871674.128956
  nChanged 12
		SP:Iteration 46Q (50399.190000 sec): 3 clusters
  Score: Raw -874571.308109 + Penalty 2894.753985 = -871676.554124
  nChanged 15
		SP:Iteration 47Q (50399.390000 sec): 3 clusters
  Score: Raw -874575.507800 + Penalty 2894.753985 = -871680.753814
  nChanged 11
		SP:Iteration 48Q (50399.610000 sec): 3 clusters
  Score: Raw -874579.465589 + Penalty 2894.753985 = -871684.711604
  nChanged 14
		SP:Iteration 49Q (50399.830000 sec): 3 clusters
  Score: Raw -874583.110027 + Penalty 2894.753985 = -871688.356041
  nChanged 12
		SP:Iteration 50Q (50400.030000 sec): 3 clusters
  Score: Raw -874586.695018 + Penalty 2894.753985 = -871691.941033
  nChanged 13
		SP:Iteration 51Q (50400.250000 sec): 3 clusters
  Score: Raw -874590.881800 + Penalty 2894.753985 = -871696.127815
  nChanged 9
		SP:Iteration 52Q (50400.430000 sec): 3 clusters
  Score: Raw -874593.633244 + Penalty 2894.753985 = -871698.879258
  nChanged 13
		SP:Iteration 53Q (50400.650000 sec): 3 clusters
  Score: Raw -874598.273515 + Penalty 2894.753985 = -871703.519529
  nChanged 15
		SP:Iteration 54Q (50400.830000 sec): 3 clusters
  Score: Raw -874602.082773 + Penalty 2894.753985 = -871707.328788
  nChanged 14
		SP:Iteration 55Q (50401.060000 sec): 3 clusters
  Score: Raw -874606.180662 + Penalty 2894.753985 = -871711.426677
  nChanged 14
		SP:Iteration 56Q (50401.220000 sec): 3 clusters
  Score: Raw -874611.453030 + Penalty 2894.753985 = -871716.699045
  nChanged 15
		SP:Iteration 57Q (50401.410000 sec): 3 clusters
  Score: Raw -874617.106720 + Penalty 2894.753985 = -871722.352735
  nChanged 17
		SP:Iteration 58Q (50401.640000 sec): 3 clusters
  Score: Raw -874622.758345 + Penalty 2894.753985 = -871728.004360
  nChanged 14
		SP:Iteration 59Q (50401.840000 sec): 3 clusters
  Score: Raw -874627.435739 + Penalty 2894.753985 = -871732.681754
  nChanged 11
		SP:Iteration 60F (50402.040000 sec): 3 clusters
  Score: Raw -874630.796166 + Penalty 2894.753985 = -871736.042181
  nChanged 13
		SP:Iteration 61Q (50402.270000 sec): 3 clusters
  Score: Raw -874634.604563 + Penalty 2894.753985 = -871739.850578
  nChanged 12
		SP:Iteration 62Q (50402.460000 sec): 3 clusters
  Score: Raw -874638.232581 + Penalty 2894.753985 = -871743.478596
  nChanged 10
		SP:Iteration 63Q (50402.690000 sec): 3 clusters
  Score: Raw -874640.936028 + Penalty 2894.753985 = -871746.182043
  nChanged 8
		SP:Iteration 64Q (50402.880000 sec): 3 clusters
  Score: Raw -874643.288370 + Penalty 2894.753985 = -871748.534385
  nChanged 6
		SP:Iteration 65Q (50403.090000 sec): 3 clusters
  Score: Raw -874645.198728 + Penalty 2894.753985 = -871750.444743
  nChanged 8
		SP:Iteration 66Q (50403.320000 sec): 3 clusters
  Score: Raw -874647.320150 + Penalty 2894.753985 = -871752.566165
  nChanged 1
		SP:Iteration 67Q (50403.490000 sec): 3 clusters
  Score: Raw -874647.603721 + Penalty 2894.753985 = -871752.849736
  nChanged 3
		SP:Iteration 68Q (50403.670000 sec): 3 clusters
  Score: Raw -874648.155751 + Penalty 2894.753985 = -871753.401766
  nChanged 2
		SP:Iteration 69Q (50403.850000 sec): 3 clusters
  Score: Raw -874648.506898 + Penalty 2894.753985 = -871753.752913
  nChanged 2
		SP:Iteration 70Q (50404.040000 sec): 3 clusters
  Score: Raw -874648.830915 + Penalty 2894.753985 = -871754.076930
  nChanged 1
		SP:Iteration 71Q (50404.200000 sec): 3 clusters
  Score: Raw -874648.967839 + Penalty 2894.753985 = -871754.213854
  nChanged 0
		SP:Iteration 72F (50404.390000 sec): 3 clusters
  Score: Raw -874648.967839 + Penalty 2894.753985 = -871754.213854
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50404.500000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50404.660000 sec): 3 clusters
  Score: Raw -119293.367426 + Penalty 2263.957861 = -117029.409565
  nChanged 320
		SP:Iteration 1F (50404.820000 sec): 3 clusters
  Score: Raw -119553.500064 + Penalty 2263.957861 = -117289.542203
  nChanged 87
		SP:Iteration 2F (50404.980000 sec): 3 clusters
  Score: Raw -119657.465363 + Penalty 2263.957861 = -117393.507502
  nChanged 51
		SP:Iteration 3Q (50405.180000 sec): 3 clusters
  Score: Raw -119721.384916 + Penalty 2263.957861 = -117457.427055
  nChanged 42
		SP:Iteration 4Q (50405.340000 sec): 3 clusters
  Score: Raw -119786.235438 + Penalty 2263.957861 = -117522.277578
  nChanged 40
		SP:Iteration 5Q (50405.530000 sec): 3 clusters
  Score: Raw -119856.525426 + Penalty 2263.957861 = -117592.567565
  nChanged 35
		SP:Iteration 6Q (50405.720000 sec): 3 clusters
  Score: Raw -119933.671853 + Penalty 2263.957861 = -117669.713992
  nChanged 38
		SP:Iteration 7Q (50405.890000 sec): 3 clusters
  Score: Raw -120007.678067 + Penalty 2263.957861 = -117743.720207
  nChanged 32
		SP:Iteration 8Q (50406.080000 sec): 3 clusters
  Score: Raw -120065.786535 + Penalty 2263.957861 = -117801.828674
  nChanged 23
		SP:Iteration 9Q (50406.270000 sec): 3 clusters
  Score: Raw -120099.880022 + Penalty 2263.957861 = -117835.922162
  nChanged 19
		SP:Iteration 10Q (50406.490000 sec): 3 clusters
  Score: Raw -120127.236216 + Penalty 2263.957861 = -117863.278355
  nChanged 16
		SP:Iteration 11Q (50406.630000 sec): 3 clusters
  Score: Raw -120142.707852 + Penalty 2263.957861 = -117878.749992
  nChanged 16
		SP:Iteration 12Q (50406.850000 sec): 3 clusters
  Score: Raw -120160.923483 + Penalty 2263.957861 = -117896.965622
  nChanged 23
		SP:Iteration 13Q (50407.020000 sec): 3 clusters
  Score: Raw -120190.003725 + Penalty 2263.957861 = -117926.045864
  nChanged 24
		SP:Iteration 14Q (50407.200000 sec): 3 clusters
  Score: Raw -120223.570147 + Penalty 2263.957861 = -117959.612286
  nChanged 19
		SP:Iteration 15Q (50407.360000 sec): 3 clusters
  Score: Raw -120261.789745 + Penalty 2263.957861 = -117997.831884
  nChanged 22
		SP:Iteration 16Q (50407.530000 sec): 3 clusters
  Score: Raw -120304.066313 + Penalty 2263.957861 = -118040.108452
  nChanged 22
		SP:Iteration 17Q (50407.730000 sec): 3 clusters
  Score: Raw -120378.704319 + Penalty 2263.957861 = -118114.746458
  nChanged 34
		SP:Iteration 18Q (50407.920000 sec): 3 clusters
  Score: Raw -120500.311954 + Penalty 2263.957861 = -118236.354093
  nChanged 29
		SP:Iteration 19Q (50408.080000 sec): 3 clusters
  Score: Raw -120591.288787 + Penalty 2263.957861 = -118327.330926
  nChanged 19
		SP:Iteration 20F (50408.290000 sec): 3 clusters
  Score: Raw -120642.168803 + Penalty 2263.957861 = -118378.210942
  nChanged 19
		SP:Iteration 21Q (50408.440000 sec): 3 clusters
  Score: Raw -120669.809250 + Penalty 2263.957861 = -118405.851389
  nChanged 8
		SP:Iteration 22Q (50408.610000 sec): 3 clusters
  Score: Raw -120685.674833 + Penalty 2263.957861 = -118421.716972
  nChanged 4
		SP:Iteration 23Q (50408.810000 sec): 3 clusters
  Score: Raw -120691.111093 + Penalty 2263.957861 = -118427.153232
  nChanged 2
		SP:Iteration 24Q (50408.970000 sec): 3 clusters
  Score: Raw -120693.170101 + Penalty 2263.957861 = -118429.212240
  nChanged 1
		SP:Iteration 25Q (50409.100000 sec): 3 clusters
  Score: Raw -120693.864239 + Penalty 2263.957861 = -118429.906378
  nChanged 1
		SP:Iteration 26Q (50409.290000 sec): 3 clusters
  Score: Raw -120695.277319 + Penalty 2263.957861 = -118431.319458
  nChanged 0
		SP:Iteration 27F (50409.460000 sec): 3 clusters
  Score: Raw -120695.277319 + Penalty 2263.957861 = -118431.319458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50409.580000 sec): 2 clusters
  Score: Raw -388794.932552 + Penalty 1319.450641 = -387475.481911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50409.770000 sec): 3 clusters
  Score: Raw -387137.802734 + Penalty 2638.901282 = -384498.901451
  nChanged 1299
		SP:Iteration 1F (50409.960000 sec): 3 clusters
  Score: Raw -387874.286431 + Penalty 2638.901282 = -385235.385149
  nChanged 245
		SP:Iteration 2F (50410.130000 sec): 3 clusters
  Score: Raw -388033.251294 + Penalty 2638.901282 = -385394.350012
  nChanged 183
		SP:Iteration 3F (50410.360000 sec): 3 clusters
  Score: Raw -388172.434008 + Penalty 2638.901282 = -385533.532726
  nChanged 165
		SP:Iteration 4Q (50410.540000 sec): 3 clusters
  Score: Raw -388309.176265 + Penalty 2638.901282 = -385670.274983
  nChanged 146
		SP:Iteration 5Q (50410.700000 sec): 3 clusters
  Score: Raw -388405.852801 + Penalty 2638.901282 = -385766.951518
  nChanged 127
		SP:Iteration 6Q (50410.870000 sec): 3 clusters
  Score: Raw -388484.361261 + Penalty 2638.901282 = -385845.459979
  nChanged 121
		SP:Iteration 7Q (50411.010000 sec): 3 clusters
  Score: Raw -388560.383482 + Penalty 2638.901282 = -385921.482200
  nChanged 123
		SP:Iteration 8Q (50411.210000 sec): 3 clusters
  Score: Raw -388637.479698 + Penalty 2638.901282 = -385998.578416
  nChanged 99
		SP:Iteration 9Q (50411.410000 sec): 3 clusters
  Score: Raw -388704.380058 + Penalty 2638.901282 = -386065.478776
  nChanged 99
		SP:Iteration 10Q (50411.580000 sec): 3 clusters
  Score: Raw -388766.395228 + Penalty 2638.901282 = -386127.493946
  nChanged 94
		SP:Iteration 11Q (50411.810000 sec): 3 clusters
  Score: Raw -388829.981223 + Penalty 2638.901282 = -386191.079941
  nChanged 100
		SP:Iteration 12Q (50411.960000 sec): 3 clusters
  Score: Raw -388897.401291 + Penalty 2638.901282 = -386258.500009
  nChanged 99
		SP:Iteration 13Q (50412.190000 sec): 3 clusters
  Score: Raw -388962.368104 + Penalty 2638.901282 = -386323.466822
  nChanged 86
		SP:Iteration 14Q (50412.350000 sec): 3 clusters
  Score: Raw -389016.121922 + Penalty 2638.901282 = -386377.220640
  nChanged 66
		SP:Iteration 15Q (50412.550000 sec): 3 clusters
  Score: Raw -389043.780731 + Penalty 2638.901282 = -386404.879449
  nChanged 35
		SP:Iteration 16Q (50412.720000 sec): 3 clusters
  Score: Raw -389055.489576 + Penalty 2638.901282 = -386416.588294
  nChanged 26
		SP:Iteration 17Q (50412.900000 sec): 3 clusters
  Score: Raw -389065.861091 + Penalty 2638.901282 = -386426.959809
  nChanged 21
		SP:Iteration 18Q (50413.130000 sec): 3 clusters
  Score: Raw -389074.616092 + Penalty 2638.901282 = -386435.714810
  nChanged 23
		SP:Iteration 19Q (50413.320000 sec): 3 clusters
  Score: Raw -389083.200587 + Penalty 2638.901282 = -386444.299305
  nChanged 20
		SP:Iteration 20F (50413.500000 sec): 3 clusters
  Score: Raw -389090.647711 + Penalty 2638.901282 = -386451.746428
  nChanged 12
		SP:Iteration 21Q (50413.610000 sec): 3 clusters
  Score: Raw -389096.103230 + Penalty 2638.901282 = -386457.201947
  nChanged 14
		SP:Iteration 22Q (50413.750000 sec): 3 clusters
  Score: Raw -389101.596768 + Penalty 2638.901282 = -386462.695486
  nChanged 9
		SP:Iteration 23Q (50413.900000 sec): 3 clusters
  Score: Raw -389104.588855 + Penalty 2638.901282 = -386465.687573
  nChanged 5
		SP:Iteration 24Q (50414.090000 sec): 3 clusters
  Score: Raw -389106.147402 + Penalty 2638.901282 = -386467.246119
  nChanged 2
		SP:Iteration 25Q (50414.310000 sec): 3 clusters
  Score: Raw -389106.515346 + Penalty 2638.901282 = -386467.614064
  nChanged 3
		SP:Iteration 26Q (50414.470000 sec): 3 clusters
  Score: Raw -389107.945318 + Penalty 2638.901282 = -386469.044036
  nChanged 2
		SP:Iteration 27Q (50414.660000 sec): 3 clusters
  Score: Raw -389108.278033 + Penalty 2638.901282 = -386469.376751
  nChanged 4
		SP:Iteration 28Q (50414.870000 sec): 3 clusters
  Score: Raw -389109.001541 + Penalty 2638.901282 = -386470.100259
  nChanged 0
		SP:Iteration 29F (50415.020000 sec): 3 clusters
  Score: Raw -389109.001541 + Penalty 2638.901282 = -386470.100259
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50415.130000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50415.340000 sec): 3 clusters
  Score: Raw -203962.423281 + Penalty 2438.748243 = -201523.675038
  nChanged 621
		SP:Iteration 1F (50415.480000 sec): 3 clusters
  Score: Raw -204357.076199 + Penalty 2438.748243 = -201918.327957
  nChanged 123
		SP:Iteration 2F (50415.670000 sec): 3 clusters
  Score: Raw -204474.601381 + Penalty 2438.748243 = -202035.853139
  nChanged 114
		SP:Iteration 3F (50415.870000 sec): 3 clusters
  Score: Raw -204592.975989 + Penalty 2438.748243 = -202154.227746
  nChanged 116
		SP:Iteration 4F (50416.040000 sec): 3 clusters
  Score: Raw -204719.278228 + Penalty 2438.748243 = -202280.529985
  nChanged 92
		SP:Iteration 5F (50416.220000 sec): 3 clusters
  Score: Raw -204813.413081 + Penalty 2438.748243 = -202374.664838
  nChanged 80
		SP:Iteration 6Q (50416.370000 sec): 3 clusters
  Score: Raw -204911.458857 + Penalty 2438.748243 = -202472.710614
  nChanged 80
		SP:Iteration 7Q (50416.530000 sec): 3 clusters
  Score: Raw -205008.300915 + Penalty 2438.748243 = -202569.552672
  nChanged 59
		SP:Iteration 8Q (50416.740000 sec): 3 clusters
  Score: Raw -205103.370083 + Penalty 2438.748243 = -202664.621840
  nChanged 60
		SP:Iteration 9Q (50416.890000 sec): 3 clusters
  Score: Raw -205228.002750 + Penalty 2438.748243 = -202789.254508
  nChanged 55
		SP:Iteration 10Q (50417.060000 sec): 3 clusters
  Score: Raw -205342.433131 + Penalty 2438.748243 = -202903.684889
  nChanged 61
		SP:Iteration 11Q (50417.240000 sec): 3 clusters
  Score: Raw -205473.645886 + Penalty 2438.748243 = -203034.897643
  nChanged 53
		SP:Iteration 12Q (50417.460000 sec): 3 clusters
  Score: Raw -205563.562364 + Penalty 2438.748243 = -203124.814121
  nChanged 29
		SP:Iteration 13Q (50417.600000 sec): 3 clusters
  Score: Raw -205610.703547 + Penalty 2438.748243 = -203171.955304
  nChanged 31
		SP:Iteration 14Q (50417.750000 sec): 3 clusters
  Score: Raw -205673.539862 + Penalty 2438.748243 = -203234.791620
  nChanged 23
		SP:Iteration 15Q (50417.960000 sec): 3 clusters
  Score: Raw -205715.942052 + Penalty 2438.748243 = -203277.193809
  nChanged 21
		SP:Iteration 16Q (50418.130000 sec): 3 clusters
  Score: Raw -205750.678245 + Penalty 2438.748243 = -203311.930003
  nChanged 13
		SP:Iteration 17Q (50418.290000 sec): 3 clusters
  Score: Raw -205769.688293 + Penalty 2438.748243 = -203330.940050
  nChanged 9
		SP:Iteration 18Q (50418.470000 sec): 3 clusters
  Score: Raw -205778.743629 + Penalty 2438.748243 = -203339.995386
  nChanged 5
		SP:Iteration 19Q (50418.640000 sec): 3 clusters
  Score: Raw -205784.264671 + Penalty 2438.748243 = -203345.516428
  nChanged 5
		SP:Iteration 20F (50418.830000 sec): 3 clusters
  Score: Raw -205788.255269 + Penalty 2438.748243 = -203349.507027
  nChanged 2
		SP:Iteration 21Q (50418.980000 sec): 3 clusters
  Score: Raw -205791.609751 + Penalty 2438.748243 = -203352.861508
  nChanged 0
		SP:Iteration 22F (50419.200000 sec): 3 clusters
  Score: Raw -205791.609751 + Penalty 2438.748243 = -203352.861508
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50419.260000 sec): 2 clusters
  Score: Raw -5493.297797 + Penalty 793.455312 = -4699.842485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50419.420000 sec): 3 clusters
  Score: Raw -5771.871783 + Penalty 1586.910625 = -4184.961158
  nChanged 21
		SP:Iteration 1F (50419.610000 sec): 3 clusters
  Score: Raw -5887.839806 + Penalty 1586.910625 = -4300.929181
  nChanged 4
		SP:Iteration 2Q (50419.760000 sec): 3 clusters
  Score: Raw -5903.191016 + Penalty 1586.910625 = -4316.280391
  nChanged 3
		SP:Iteration 3Q (50419.910000 sec): 3 clusters
  Score: Raw -5922.634511 + Penalty 1586.910625 = -4335.723886
  nChanged 1
		SP:Iteration 4Q (50420.090000 sec): 3 clusters
  Score: Raw -5942.825807 + Penalty 1586.910625 = -4355.915182
  nChanged 2
		SP:Iteration 5Q (50420.260000 sec): 3 clusters
  Score: Raw -5960.156924 + Penalty 1586.910625 = -4373.246299
  nChanged 0
		SP:Iteration 6F (50420.450000 sec): 3 clusters
  Score: Raw -5960.156924 + Penalty 1586.910625 = -4373.246299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50420.540000 sec): 2 clusters
  Score: Raw -100137.278306 + Penalty 1102.474273 = -99034.804033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50420.700000 sec): 3 clusters
  Score: Raw -99970.906323 + Penalty 2204.948545 = -97765.957778
  nChanged 259
		SP:Iteration 1F (50420.890000 sec): 3 clusters
  Score: Raw -100302.258159 + Penalty 2204.948545 = -98097.309614
  nChanged 97
		SP:Iteration 2F (50421.090000 sec): 3 clusters
  Score: Raw -100517.352651 + Penalty 2204.948545 = -98312.404106
  nChanged 71
		SP:Iteration 3F (50421.250000 sec): 3 clusters
  Score: Raw -100707.459589 + Penalty 2204.948545 = -98502.511044
  nChanged 53
		SP:Iteration 4F (50421.370000 sec): 3 clusters
  Score: Raw -100856.513266 + Penalty 2204.948545 = -98651.564720
  nChanged 33
		SP:Iteration 5Q (50421.550000 sec): 3 clusters
  Score: Raw -100942.270081 + Penalty 2204.948545 = -98737.321536
  nChanged 25
		SP:Iteration 6Q (50421.750000 sec): 3 clusters
  Score: Raw -101015.606048 + Penalty 2204.948545 = -98810.657503
  nChanged 14
		SP:Iteration 7Q (50421.910000 sec): 3 clusters
  Score: Raw -101038.075739 + Penalty 2204.948545 = -98833.127194
  nChanged 6
		SP:Iteration 8Q (50422.070000 sec): 3 clusters
  Score: Raw -101049.367609 + Penalty 2204.948545 = -98844.419064
  nChanged 5
		SP:Iteration 9Q (50422.240000 sec): 3 clusters
  Score: Raw -101057.879531 + Penalty 2204.948545 = -98852.930986
  nChanged 5
		SP:Iteration 10Q (50422.410000 sec): 3 clusters
  Score: Raw -101073.490460 + Penalty 2204.948545 = -98868.541915
  nChanged 4
		SP:Iteration 11Q (50422.600000 sec): 3 clusters
  Score: Raw -101083.777057 + Penalty 2204.948545 = -98878.828512
  nChanged 4
		SP:Iteration 12Q (50422.770000 sec): 3 clusters
  Score: Raw -101091.688037 + Penalty 2204.948545 = -98886.739491
  nChanged 1
		SP:Iteration 13Q (50422.920000 sec): 3 clusters
  Score: Raw -101092.950875 + Penalty 2204.948545 = -98888.002329
  nChanged 0
		SP:Iteration 14F (50423.070000 sec): 3 clusters
  Score: Raw -101092.950875 + Penalty 2204.948545 = -98888.002329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50423.170000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50423.380000 sec): 3 clusters
  Score: Raw -246754.884196 + Penalty 2487.848041 = -244267.036155
  nChanged 752
		SP:Iteration 1F (50423.550000 sec): 3 clusters
  Score: Raw -247221.842653 + Penalty 2487.848041 = -244733.994612
  nChanged 183
		SP:Iteration 2F (50423.730000 sec): 3 clusters
  Score: Raw -247350.134586 + Penalty 2487.848041 = -244862.286546
  nChanged 101
		SP:Iteration 3Q (50423.910000 sec): 3 clusters
  Score: Raw -247401.245612 + Penalty 2487.848041 = -244913.397571
  nChanged 53
		SP:Iteration 4Q (50424.070000 sec): 3 clusters
  Score: Raw -247426.629082 + Penalty 2487.848041 = -244938.781041
  nChanged 29
		SP:Iteration 5Q (50424.240000 sec): 3 clusters
  Score: Raw -247438.981829 + Penalty 2487.848041 = -244951.133788
  nChanged 28
		SP:Iteration 6Q (50424.430000 sec): 3 clusters
  Score: Raw -247453.830909 + Penalty 2487.848041 = -244965.982868
  nChanged 20
		SP:Iteration 7Q (50424.610000 sec): 3 clusters
  Score: Raw -247466.022711 + Penalty 2487.848041 = -244978.174671
  nChanged 24
		SP:Iteration 8Q (50424.770000 sec): 3 clusters
  Score: Raw -247480.363245 + Penalty 2487.848041 = -244992.515204
  nChanged 27
		SP:Iteration 9Q (50424.940000 sec): 3 clusters
  Score: Raw -247491.745164 + Penalty 2487.848041 = -245003.897124
  nChanged 21
		SP:Iteration 10Q (50425.130000 sec): 3 clusters
  Score: Raw -247501.200371 + Penalty 2487.848041 = -245013.352331
  nChanged 17
		SP:Iteration 11Q (50425.350000 sec): 3 clusters
  Score: Raw -247513.072344 + Penalty 2487.848041 = -245025.224303
  nChanged 16
		SP:Iteration 12Q (50425.470000 sec): 3 clusters
  Score: Raw -247521.947914 + Penalty 2487.848041 = -245034.099874
  nChanged 23
		SP:Iteration 13Q (50425.640000 sec): 3 clusters
  Score: Raw -247531.370016 + Penalty 2487.848041 = -245043.521975
  nChanged 13
		SP:Iteration 14Q (50425.770000 sec): 3 clusters
  Score: Raw -247538.262469 + Penalty 2487.848041 = -245050.414429
  nChanged 20
		SP:Iteration 15Q (50425.950000 sec): 3 clusters
  Score: Raw -247546.446631 + Penalty 2487.848041 = -245058.598590
  nChanged 11
		SP:Iteration 16Q (50426.120000 sec): 3 clusters
  Score: Raw -247551.629844 + Penalty 2487.848041 = -245063.781803
  nChanged 16
		SP:Iteration 17Q (50426.350000 sec): 3 clusters
  Score: Raw -247563.101842 + Penalty 2487.848041 = -245075.253801
  nChanged 26
		SP:Iteration 18Q (50426.500000 sec): 3 clusters
  Score: Raw -247578.250550 + Penalty 2487.848041 = -245090.402510
  nChanged 29
		SP:Iteration 19Q (50426.720000 sec): 3 clusters
  Score: Raw -247599.170384 + Penalty 2487.848041 = -245111.322343
  nChanged 40
		SP:Iteration 20F (50426.870000 sec): 3 clusters
  Score: Raw -247620.341499 + Penalty 2487.848041 = -245132.493458
  nChanged 27
		SP:Iteration 21Q (50427.090000 sec): 3 clusters
  Score: Raw -247631.823797 + Penalty 2487.848041 = -245143.975757
  nChanged 23
		SP:Iteration 22Q (50427.270000 sec): 3 clusters
  Score: Raw -247646.058054 + Penalty 2487.848041 = -245158.210014
  nChanged 26
		SP:Iteration 23Q (50427.430000 sec): 3 clusters
  Score: Raw -247664.721030 + Penalty 2487.848041 = -245176.872990
  nChanged 19
		SP:Iteration 24Q (50427.640000 sec): 3 clusters
  Score: Raw -247675.421880 + Penalty 2487.848041 = -245187.573840
  nChanged 18
		SP:Iteration 25Q (50427.800000 sec): 3 clusters
  Score: Raw -247683.296867 + Penalty 2487.848041 = -245195.448827
  nChanged 13
		SP:Iteration 26Q (50427.990000 sec): 3 clusters
  Score: Raw -247689.623339 + Penalty 2487.848041 = -245201.775298
  nChanged 12
		SP:Iteration 27Q (50428.170000 sec): 3 clusters
  Score: Raw -247699.382071 + Penalty 2487.848041 = -245211.534031
  nChanged 16
		SP:Iteration 28Q (50428.380000 sec): 3 clusters
  Score: Raw -247706.875903 + Penalty 2487.848041 = -245219.027862
  nChanged 13
		SP:Iteration 29Q (50428.530000 sec): 3 clusters
  Score: Raw -247715.305816 + Penalty 2487.848041 = -245227.457776
  nChanged 20
		SP:Iteration 30Q (50428.700000 sec): 3 clusters
  Score: Raw -247726.011540 + Penalty 2487.848041 = -245238.163500
  nChanged 19
		SP:Iteration 31Q (50428.880000 sec): 3 clusters
  Score: Raw -247738.958825 + Penalty 2487.848041 = -245251.110784
  nChanged 15
		SP:Iteration 32Q (50429.080000 sec): 3 clusters
  Score: Raw -247749.680141 + Penalty 2487.848041 = -245261.832101
  nChanged 15
		SP:Iteration 33Q (50429.240000 sec): 3 clusters
  Score: Raw -247759.401110 + Penalty 2487.848041 = -245271.553069
  nChanged 19
		SP:Iteration 34Q (50429.430000 sec): 3 clusters
  Score: Raw -247768.034020 + Penalty 2487.848041 = -245280.185979
  nChanged 14
		SP:Iteration 35Q (50429.620000 sec): 3 clusters
  Score: Raw -247772.793184 + Penalty 2487.848041 = -245284.945144
  nChanged 10
		SP:Iteration 36Q (50429.750000 sec): 3 clusters
  Score: Raw -247777.089839 + Penalty 2487.848041 = -245289.241799
  nChanged 8
		SP:Iteration 37Q (50429.980000 sec): 3 clusters
  Score: Raw -247779.822835 + Penalty 2487.848041 = -245291.974794
  nChanged 4
		SP:Iteration 38Q (50430.110000 sec): 3 clusters
  Score: Raw -247780.632643 + Penalty 2487.848041 = -245292.784602
  nChanged 2
		SP:Iteration 39Q (50430.310000 sec): 3 clusters
  Score: Raw -247781.093226 + Penalty 2487.848041 = -245293.245186
  nChanged 1
		SP:Iteration 40F (50430.480000 sec): 3 clusters
  Score: Raw -247781.392381 + Penalty 2487.848041 = -245293.544340
  nChanged 1
		SP:Iteration 41Q (50430.620000 sec): 3 clusters
  Score: Raw -247781.577898 + Penalty 2487.848041 = -245293.729857
  nChanged 1
		SP:Iteration 42Q (50430.840000 sec): 3 clusters
  Score: Raw -247782.395787 + Penalty 2487.848041 = -245294.547747
  nChanged 2
		SP:Iteration 43Q (50430.980000 sec): 3 clusters
  Score: Raw -247784.146063 + Penalty 2487.848041 = -245296.298023
  nChanged 5
		SP:Iteration 44Q (50431.170000 sec): 3 clusters
  Score: Raw -247785.552081 + Penalty 2487.848041 = -245297.704040
  nChanged 5
		SP:Iteration 45Q (50431.370000 sec): 3 clusters
  Score: Raw -247788.626693 + Penalty 2487.848041 = -245300.778653
  nChanged 6
		SP:Iteration 46Q (50431.540000 sec): 3 clusters
  Score: Raw -247791.260703 + Penalty 2487.848041 = -245303.412663
  nChanged 3
		SP:Iteration 47Q (50431.700000 sec): 3 clusters
  Score: Raw -247791.799246 + Penalty 2487.848041 = -245303.951206
  nChanged 3
		SP:Iteration 48Q (50431.880000 sec): 3 clusters
  Score: Raw -247792.748827 + Penalty 2487.848041 = -245304.900786
  nChanged 2
		SP:Iteration 49Q (50432.060000 sec): 3 clusters
  Score: Raw -247794.070445 + Penalty 2487.848041 = -245306.222404
  nChanged 4
		SP:Iteration 50Q (50432.250000 sec): 3 clusters
  Score: Raw -247795.982726 + Penalty 2487.848041 = -245308.134685
  nChanged 6
		SP:Iteration 51Q (50432.410000 sec): 3 clusters
  Score: Raw -247800.015954 + Penalty 2487.848041 = -245312.167913
  nChanged 2
		SP:Iteration 52Q (50432.590000 sec): 3 clusters
  Score: Raw -247800.921207 + Penalty 2487.848041 = -245313.073167
  nChanged 2
		SP:Iteration 53Q (50432.750000 sec): 3 clusters
  Score: Raw -247802.175995 + Penalty 2487.848041 = -245314.327955
  nChanged 1
		SP:Iteration 54Q (50432.980000 sec): 3 clusters
  Score: Raw -247802.371829 + Penalty 2487.848041 = -245314.523788
  nChanged 0
		SP:Iteration 55F (50433.160000 sec): 3 clusters
  Score: Raw -247802.371829 + Penalty 2487.848041 = -245314.523788
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50433.330000 sec): 2 clusters
  Score: Raw -1797252.111817 + Penalty 1564.281825 = -1795687.829991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50433.560000 sec): 3 clusters
  Score: Raw -1788399.940414 + Penalty 3128.563651 = -1785271.376764
  nChanged 6634
		SP:Iteration 1F (50433.810000 sec): 3 clusters
  Score: Raw -1792097.744006 + Penalty 3128.563651 = -1788969.180355
  nChanged 822
		SP:Iteration 2F (50434.050000 sec): 3 clusters
  Score: Raw -1792458.734709 + Penalty 3128.563651 = -1789330.171058
  nChanged 767
		SP:Iteration 3F (50434.310000 sec): 3 clusters
  Score: Raw -1792790.033813 + Penalty 3128.563651 = -1789661.470162
  nChanged 718
		SP:Iteration 4Q (50434.530000 sec): 3 clusters
  Score: Raw -1793123.243198 + Penalty 3128.563651 = -1789994.679547
  nChanged 729
		SP:Iteration 5Q (50434.770000 sec): 3 clusters
  Score: Raw -1793481.656702 + Penalty 3128.563651 = -1790353.093051
  nChanged 699
		SP:Iteration 6Q (50435.010000 sec): 3 clusters
  Score: Raw -1793847.647913 + Penalty 3128.563651 = -1790719.084263
  nChanged 688
		SP:Iteration 7Q (50435.250000 sec): 3 clusters
  Score: Raw -1794242.506538 + Penalty 3128.563651 = -1791113.942888
  nChanged 672
		SP:Iteration 8Q (50435.520000 sec): 3 clusters
  Score: Raw -1794644.969610 + Penalty 3128.563651 = -1791516.405960
  nChanged 623
		SP:Iteration 9Q (50435.730000 sec): 3 clusters
  Score: Raw -1795012.570570 + Penalty 3128.563651 = -1791884.006919
  nChanged 593
		SP:Iteration 10Q (50435.970000 sec): 3 clusters
  Score: Raw -1795341.582861 + Penalty 3128.563651 = -1792213.019211
  nChanged 527
		SP:Iteration 11Q (50436.220000 sec): 3 clusters
  Score: Raw -1795618.346899 + Penalty 3128.563651 = -1792489.783248
  nChanged 442
		SP:Iteration 12Q (50436.420000 sec): 3 clusters
  Score: Raw -1795807.869730 + Penalty 3128.563651 = -1792679.306079
  nChanged 308
		SP:Iteration 13Q (50436.690000 sec): 3 clusters
  Score: Raw -1795909.619734 + Penalty 3128.563651 = -1792781.056083
  nChanged 237
		SP:Iteration 14Q (50436.910000 sec): 3 clusters
  Score: Raw -1795976.769001 + Penalty 3128.563651 = -1792848.205350
  nChanged 200
		SP:Iteration 15Q (50437.180000 sec): 3 clusters
  Score: Raw -1796031.435397 + Penalty 3128.563651 = -1792902.871746
  nChanged 173
		SP:Iteration 16Q (50437.440000 sec): 3 clusters
  Score: Raw -1796083.991406 + Penalty 3128.563651 = -1792955.427756
  nChanged 163
		SP:Iteration 17Q (50437.670000 sec): 3 clusters
  Score: Raw -1796133.791218 + Penalty 3128.563651 = -1793005.227568
  nChanged 184
		SP:Iteration 18Q (50437.910000 sec): 3 clusters
  Score: Raw -1796192.999440 + Penalty 3128.563651 = -1793064.435790
  nChanged 184
		SP:Iteration 19Q (50438.170000 sec): 3 clusters
  Score: Raw -1796250.196144 + Penalty 3128.563651 = -1793121.632494
  nChanged 161
		SP:Iteration 20F (50438.390000 sec): 3 clusters
  Score: Raw -1796297.847921 + Penalty 3128.563651 = -1793169.284270
  nChanged 155
		SP:Iteration 21Q (50438.640000 sec): 3 clusters
  Score: Raw -1796345.887887 + Penalty 3128.563651 = -1793217.324236
  nChanged 158
		SP:Iteration 22Q (50438.890000 sec): 3 clusters
  Score: Raw -1796389.557041 + Penalty 3128.563651 = -1793260.993390
  nChanged 158
		SP:Iteration 23Q (50439.140000 sec): 3 clusters
  Score: Raw -1796435.325141 + Penalty 3128.563651 = -1793306.761490
  nChanged 153
		SP:Iteration 24Q (50439.360000 sec): 3 clusters
  Score: Raw -1796478.195296 + Penalty 3128.563651 = -1793349.631646
  nChanged 154
		SP:Iteration 25Q (50439.610000 sec): 3 clusters
  Score: Raw -1796523.167348 + Penalty 3128.563651 = -1793394.603697
  nChanged 156
		SP:Iteration 26Q (50439.860000 sec): 3 clusters
  Score: Raw -1796567.172658 + Penalty 3128.563651 = -1793438.609008
  nChanged 137
		SP:Iteration 27Q (50440.100000 sec): 3 clusters
  Score: Raw -1796605.596651 + Penalty 3128.563651 = -1793477.033001
  nChanged 144
		SP:Iteration 28Q (50440.340000 sec): 3 clusters
  Score: Raw -1796648.889052 + Penalty 3128.563651 = -1793520.325401
  nChanged 138
		SP:Iteration 29Q (50440.600000 sec): 3 clusters
  Score: Raw -1796691.897626 + Penalty 3128.563651 = -1793563.333976
  nChanged 129
		SP:Iteration 30Q (50440.800000 sec): 3 clusters
  Score: Raw -1796722.993303 + Penalty 3128.563651 = -1793594.429653
  nChanged 119
		SP:Iteration 31Q (50441.080000 sec): 3 clusters
  Score: Raw -1796751.915746 + Penalty 3128.563651 = -1793623.352095
  nChanged 100
		SP:Iteration 32Q (50441.290000 sec): 3 clusters
  Score: Raw -1796774.933185 + Penalty 3128.563651 = -1793646.369534
  nChanged 92
		SP:Iteration 33Q (50441.570000 sec): 3 clusters
  Score: Raw -1796792.736116 + Penalty 3128.563651 = -1793664.172465
  nChanged 81
		SP:Iteration 34Q (50441.830000 sec): 3 clusters
  Score: Raw -1796806.115152 + Penalty 3128.563651 = -1793677.551501
  nChanged 78
		SP:Iteration 35Q (50442.050000 sec): 3 clusters
  Score: Raw -1796818.810680 + Penalty 3128.563651 = -1793690.247029
  nChanged 57
		SP:Iteration 36Q (50442.300000 sec): 3 clusters
  Score: Raw -1796828.032887 + Penalty 3128.563651 = -1793699.469237
  nChanged 56
		SP:Iteration 37Q (50442.500000 sec): 3 clusters
  Score: Raw -1796835.023999 + Penalty 3128.563651 = -1793706.460348
  nChanged 43
		SP:Iteration 38Q (50442.740000 sec): 3 clusters
  Score: Raw -1796840.972579 + Penalty 3128.563651 = -1793712.408928
  nChanged 40
		SP:Iteration 39Q (50442.970000 sec): 3 clusters
  Score: Raw -1796846.754511 + Penalty 3128.563651 = -1793718.190860
  nChanged 32
		SP:Iteration 40F (50443.210000 sec): 3 clusters
  Score: Raw -1796851.016862 + Penalty 3128.563651 = -1793722.453211
  nChanged 37
		SP:Iteration 41Q (50443.450000 sec): 3 clusters
  Score: Raw -1796855.907735 + Penalty 3128.563651 = -1793727.344085
  nChanged 41
		SP:Iteration 42Q (50443.740000 sec): 3 clusters
  Score: Raw -1796860.343258 + Penalty 3128.563651 = -1793731.779608
  nChanged 28
		SP:Iteration 43Q (50443.950000 sec): 3 clusters
  Score: Raw -1796863.737287 + Penalty 3128.563651 = -1793735.173637
  nChanged 26
		SP:Iteration 44Q (50444.230000 sec): 3 clusters
  Score: Raw -1796866.611249 + Penalty 3128.563651 = -1793738.047598
  nChanged 23
		SP:Iteration 45Q (50444.450000 sec): 3 clusters
  Score: Raw -1796869.118511 + Penalty 3128.563651 = -1793740.554861
  nChanged 20
		SP:Iteration 46Q (50444.730000 sec): 3 clusters
  Score: Raw -1796871.445731 + Penalty 3128.563651 = -1793742.882081
  nChanged 21
		SP:Iteration 47Q (50444.950000 sec): 3 clusters
  Score: Raw -1796873.432051 + Penalty 3128.563651 = -1793744.868400
  nChanged 20
		SP:Iteration 48Q (50445.210000 sec): 3 clusters
  Score: Raw -1796875.768022 + Penalty 3128.563651 = -1793747.204372
  nChanged 21
		SP:Iteration 49Q (50445.450000 sec): 3 clusters
  Score: Raw -1796877.859259 + Penalty 3128.563651 = -1793749.295609
  nChanged 18
		SP:Iteration 50Q (50445.690000 sec): 3 clusters
  Score: Raw -1796879.402032 + Penalty 3128.563651 = -1793750.838381
  nChanged 19
		SP:Iteration 51Q (50445.950000 sec): 3 clusters
  Score: Raw -1796881.230246 + Penalty 3128.563651 = -1793752.666596
  nChanged 12
		SP:Iteration 52Q (50446.180000 sec): 3 clusters
  Score: Raw -1796882.148534 + Penalty 3128.563651 = -1793753.584883
  nChanged 11
		SP:Iteration 53Q (50446.400000 sec): 3 clusters
  Score: Raw -1796883.485611 + Penalty 3128.563651 = -1793754.921961
  nChanged 13
		SP:Iteration 54Q (50446.660000 sec): 3 clusters
  Score: Raw -1796884.674074 + Penalty 3128.563651 = -1793756.110424
  nChanged 8
		SP:Iteration 55Q (50446.900000 sec): 3 clusters
  Score: Raw -1796885.293721 + Penalty 3128.563651 = -1793756.730070
  nChanged 7
		SP:Iteration 56Q (50447.120000 sec): 3 clusters
  Score: Raw -1796886.022862 + Penalty 3128.563651 = -1793757.459212
  nChanged 11
		SP:Iteration 57Q (50447.370000 sec): 3 clusters
  Score: Raw -1796887.082293 + Penalty 3128.563651 = -1793758.518642
  nChanged 12
		SP:Iteration 58Q (50447.630000 sec): 3 clusters
  Score: Raw -1796888.039921 + Penalty 3128.563651 = -1793759.476271
  nChanged 15
		SP:Iteration 59Q (50447.860000 sec): 3 clusters
  Score: Raw -1796889.184278 + Penalty 3128.563651 = -1793760.620627
  nChanged 11
		SP:Iteration 60F (50448.130000 sec): 3 clusters
  Score: Raw -1796890.281610 + Penalty 3128.563651 = -1793761.717960
  nChanged 11
		SP:Iteration 61Q (50448.370000 sec): 3 clusters
  Score: Raw -1796891.615949 + Penalty 3128.563651 = -1793763.052298
  nChanged 15
		SP:Iteration 62Q (50448.610000 sec): 3 clusters
  Score: Raw -1796893.422580 + Penalty 3128.563651 = -1793764.858930
  nChanged 16
		SP:Iteration 63Q (50448.860000 sec): 3 clusters
  Score: Raw -1796895.046400 + Penalty 3128.563651 = -1793766.482750
  nChanged 12
		SP:Iteration 64Q (50449.100000 sec): 3 clusters
  Score: Raw -1796895.807235 + Penalty 3128.563651 = -1793767.243585
  nChanged 13
		SP:Iteration 65Q (50449.340000 sec): 3 clusters
  Score: Raw -1796897.304231 + Penalty 3128.563651 = -1793768.740581
  nChanged 9
		SP:Iteration 66Q (50449.590000 sec): 3 clusters
  Score: Raw -1796897.989724 + Penalty 3128.563651 = -1793769.426073
  nChanged 15
		SP:Iteration 67Q (50449.840000 sec): 3 clusters
  Score: Raw -1796899.506455 + Penalty 3128.563651 = -1793770.942804
  nChanged 13
		SP:Iteration 68Q (50450.060000 sec): 3 clusters
  Score: Raw -1796900.606735 + Penalty 3128.563651 = -1793772.043084
  nChanged 10
		SP:Iteration 69Q (50450.320000 sec): 3 clusters
  Score: Raw -1796901.210769 + Penalty 3128.563651 = -1793772.647118
  nChanged 5
		SP:Iteration 70Q (50450.580000 sec): 3 clusters
  Score: Raw -1796901.595897 + Penalty 3128.563651 = -1793773.032247
  nChanged 3
		SP:Iteration 71Q (50450.790000 sec): 3 clusters
  Score: Raw -1796901.849387 + Penalty 3128.563651 = -1793773.285736
  nChanged 5
		SP:Iteration 72Q (50451.000000 sec): 3 clusters
  Score: Raw -1796902.253318 + Penalty 3128.563651 = -1793773.689668
  nChanged 6
		SP:Iteration 73Q (50451.250000 sec): 3 clusters
  Score: Raw -1796902.758006 + Penalty 3128.563651 = -1793774.194356
  nChanged 7
		SP:Iteration 74Q (50451.480000 sec): 3 clusters
  Score: Raw -1796903.157770 + Penalty 3128.563651 = -1793774.594120
  nChanged 4
		SP:Iteration 75Q (50451.740000 sec): 3 clusters
  Score: Raw -1796903.429301 + Penalty 3128.563651 = -1793774.865651
  nChanged 4
		SP:Iteration 76Q (50452.000000 sec): 3 clusters
  Score: Raw -1796903.797783 + Penalty 3128.563651 = -1793775.234133
  nChanged 6
		SP:Iteration 77Q (50452.230000 sec): 3 clusters
  Score: Raw -1796904.389944 + Penalty 3128.563651 = -1793775.826293
  nChanged 11
		SP:Iteration 78Q (50452.470000 sec): 3 clusters
  Score: Raw -1796905.701099 + Penalty 3128.563651 = -1793777.137448
  nChanged 12
		SP:Iteration 79Q (50452.720000 sec): 3 clusters
  Score: Raw -1796907.167442 + Penalty 3128.563651 = -1793778.603791
  nChanged 17
		SP:Iteration 80F (50452.950000 sec): 3 clusters
  Score: Raw -1796908.973657 + Penalty 3128.563651 = -1793780.410007
  nChanged 15
		SP:Iteration 81Q (50453.220000 sec): 3 clusters
  Score: Raw -1796910.457067 + Penalty 3128.563651 = -1793781.893417
  nChanged 19
		SP:Iteration 82Q (50453.450000 sec): 3 clusters
  Score: Raw -1796912.333027 + Penalty 3128.563651 = -1793783.769377
  nChanged 18
		SP:Iteration 83Q (50453.660000 sec): 3 clusters
  Score: Raw -1796913.756969 + Penalty 3128.563651 = -1793785.193318
  nChanged 17
		SP:Iteration 84Q (50453.920000 sec): 3 clusters
  Score: Raw -1796915.364921 + Penalty 3128.563651 = -1793786.801270
  nChanged 15
		SP:Iteration 85Q (50454.130000 sec): 3 clusters
  Score: Raw -1796916.693675 + Penalty 3128.563651 = -1793788.130024
  nChanged 11
		SP:Iteration 86Q (50454.360000 sec): 3 clusters
  Score: Raw -1796917.847050 + Penalty 3128.563651 = -1793789.283399
  nChanged 18
		SP:Iteration 87Q (50454.600000 sec): 3 clusters
  Score: Raw -1796919.437082 + Penalty 3128.563651 = -1793790.873432
  nChanged 16
		SP:Iteration 88Q (50454.840000 sec): 3 clusters
  Score: Raw -1796920.677702 + Penalty 3128.563651 = -1793792.114052
  nChanged 19
		SP:Iteration 89Q (50455.070000 sec): 3 clusters
  Score: Raw -1796922.270267 + Penalty 3128.563651 = -1793793.706616
  nChanged 21
		SP:Iteration 90Q (50455.310000 sec): 3 clusters
  Score: Raw -1796924.197773 + Penalty 3128.563651 = -1793795.634123
  nChanged 19
		SP:Iteration 91Q (50455.560000 sec): 3 clusters
  Score: Raw -1796926.344775 + Penalty 3128.563651 = -1793797.781125
  nChanged 21
		SP:Iteration 92Q (50455.750000 sec): 3 clusters
  Score: Raw -1796930.092935 + Penalty 3128.563651 = -1793801.529285
  nChanged 35
		SP:Iteration 93Q (50455.990000 sec): 3 clusters
  Score: Raw -1796935.844942 + Penalty 3128.563651 = -1793807.281291
  nChanged 37
		SP:Iteration 94Q (50456.230000 sec): 3 clusters
  Score: Raw -1796942.023396 + Penalty 3128.563651 = -1793813.459745
  nChanged 38
		SP:Iteration 95Q (50456.450000 sec): 3 clusters
  Score: Raw -1796948.283329 + Penalty 3128.563651 = -1793819.719679
  nChanged 49
		SP:Iteration 96Q (50456.670000 sec): 3 clusters
  Score: Raw -1796957.003565 + Penalty 3128.563651 = -1793828.439915
  nChanged 52
		SP:Iteration 97Q (50456.890000 sec): 3 clusters
  Score: Raw -1796967.350147 + Penalty 3128.563651 = -1793838.786496
  nChanged 63
		SP:Iteration 98Q (50457.110000 sec): 3 clusters
  Score: Raw -1796980.551861 + Penalty 3128.563651 = -1793851.988210
  nChanged 66
		SP:Iteration 99Q (50457.370000 sec): 3 clusters
  Score: Raw -1796992.670667 + Penalty 3128.563651 = -1793864.107016
  nChanged 61
		SP:Iteration 100F (50457.610000 sec): 3 clusters
  Score: Raw -1797004.445730 + Penalty 3128.563651 = -1793875.882079
  nChanged 66
		SP:Iteration 101Q (50457.810000 sec): 3 clusters
  Score: Raw -1797017.551401 + Penalty 3128.563651 = -1793888.987750
  nChanged 55
		SP:Iteration 102Q (50458.020000 sec): 3 clusters
  Score: Raw -1797026.758053 + Penalty 3128.563651 = -1793898.194403
  nChanged 44
		SP:Iteration 103Q (50458.300000 sec): 3 clusters
  Score: Raw -1797032.779995 + Penalty 3128.563651 = -1793904.216344
  nChanged 42
		SP:Iteration 104Q (50458.510000 sec): 3 clusters
  Score: Raw -1797039.764547 + Penalty 3128.563651 = -1793911.200896
  nChanged 44
		SP:Iteration 105Q (50458.740000 sec): 3 clusters
  Score: Raw -1797047.399135 + Penalty 3128.563651 = -1793918.835484
  nChanged 37
		SP:Iteration 106Q (50458.990000 sec): 3 clusters
  Score: Raw -1797053.107900 + Penalty 3128.563651 = -1793924.544249
  nChanged 36
		SP:Iteration 107Q (50459.190000 sec): 3 clusters
  Score: Raw -1797058.836447 + Penalty 3128.563651 = -1793930.272796
  nChanged 35
		SP:Iteration 108Q (50459.440000 sec): 3 clusters
  Score: Raw -1797063.636374 + Penalty 3128.563651 = -1793935.072723
  nChanged 40
		SP:Iteration 109Q (50459.650000 sec): 3 clusters
  Score: Raw -1797068.622690 + Penalty 3128.563651 = -1793940.059039
  nChanged 25
		SP:Iteration 110Q (50459.930000 sec): 3 clusters
  Score: Raw -1797071.847502 + Penalty 3128.563651 = -1793943.283852
  nChanged 22
		SP:Iteration 111Q (50460.150000 sec): 3 clusters
  Score: Raw -1797074.650252 + Penalty 3128.563651 = -1793946.086601
  nChanged 20
		SP:Iteration 112Q (50460.360000 sec): 3 clusters
  Score: Raw -1797077.259312 + Penalty 3128.563651 = -1793948.695662
  nChanged 18
		SP:Iteration 113Q (50460.570000 sec): 3 clusters
  Score: Raw -1797079.279215 + Penalty 3128.563651 = -1793950.715564
  nChanged 12
		SP:Iteration 114Q (50460.820000 sec): 3 clusters
  Score: Raw -1797080.232648 + Penalty 3128.563651 = -1793951.668998
  nChanged 12
		SP:Iteration 115Q (50461.080000 sec): 3 clusters
  Score: Raw -1797081.089504 + Penalty 3128.563651 = -1793952.525854
  nChanged 7
		SP:Iteration 116Q (50461.320000 sec): 3 clusters
  Score: Raw -1797081.547227 + Penalty 3128.563651 = -1793952.983576
  nChanged 9
		SP:Iteration 117Q (50461.520000 sec): 3 clusters
  Score: Raw -1797082.152958 + Penalty 3128.563651 = -1793953.589308
  nChanged 4
		SP:Iteration 118Q (50461.760000 sec): 3 clusters
  Score: Raw -1797082.444639 + Penalty 3128.563651 = -1793953.880988
  nChanged 1
		SP:Iteration 119Q (50462.020000 sec): 3 clusters
  Score: Raw -1797082.570529 + Penalty 3128.563651 = -1793954.006878
  nChanged 1
		SP:Iteration 120F (50462.270000 sec): 3 clusters
  Score: Raw -1797082.762612 + Penalty 3128.563651 = -1793954.198962
  nChanged 1
		SP:Iteration 121Q (50462.510000 sec): 3 clusters
  Score: Raw -1797082.916729 + Penalty 3128.563651 = -1793954.353078
  nChanged 4
		SP:Iteration 122Q (50462.740000 sec): 3 clusters
  Score: Raw -1797083.145036 + Penalty 3128.563651 = -1793954.581386
  nChanged 3
		SP:Iteration 123Q (50462.940000 sec): 3 clusters
  Score: Raw -1797083.323517 + Penalty 3128.563651 = -1793954.759866
  nChanged 3
		SP:Iteration 124Q (50463.160000 sec): 3 clusters
  Score: Raw -1797083.488921 + Penalty 3128.563651 = -1793954.925271
  nChanged 2
		SP:Iteration 125Q (50463.410000 sec): 3 clusters
  Score: Raw -1797083.622462 + Penalty 3128.563651 = -1793955.058811
  nChanged 2
		SP:Iteration 126Q (50463.640000 sec): 3 clusters
  Score: Raw -1797083.726078 + Penalty 3128.563651 = -1793955.162427
  nChanged 2
		SP:Iteration 127Q (50463.860000 sec): 3 clusters
  Score: Raw -1797083.977429 + Penalty 3128.563651 = -1793955.413778
  nChanged 5
		SP:Iteration 128Q (50464.130000 sec): 3 clusters
  Score: Raw -1797084.473504 + Penalty 3128.563651 = -1793955.909853
  nChanged 5
		SP:Iteration 129Q (50464.330000 sec): 3 clusters
  Score: Raw -1797085.142879 + Penalty 3128.563651 = -1793956.579228
  nChanged 10
		SP:Iteration 130Q (50464.560000 sec): 3 clusters
  Score: Raw -1797085.973676 + Penalty 3128.563651 = -1793957.410025
  nChanged 7
		SP:Iteration 131Q (50464.800000 sec): 3 clusters
  Score: Raw -1797086.823876 + Penalty 3128.563651 = -1793958.260225
  nChanged 8
		SP:Iteration 132Q (50465.000000 sec): 3 clusters
  Score: Raw -1797087.983193 + Penalty 3128.563651 = -1793959.419542
  nChanged 10
		SP:Iteration 133Q (50465.260000 sec): 3 clusters
  Score: Raw -1797089.243832 + Penalty 3128.563651 = -1793960.680181
  nChanged 12
		SP:Iteration 134Q (50465.520000 sec): 3 clusters
  Score: Raw -1797090.816490 + Penalty 3128.563651 = -1793962.252840
  nChanged 13
		SP:Iteration 135Q (50465.770000 sec): 3 clusters
  Score: Raw -1797092.517937 + Penalty 3128.563651 = -1793963.954287
  nChanged 19
		SP:Iteration 136Q (50466.020000 sec): 3 clusters
  Score: Raw -1797095.393975 + Penalty 3128.563651 = -1793966.830325
  nChanged 16
		SP:Iteration 137Q (50466.290000 sec): 3 clusters
  Score: Raw -1797097.521878 + Penalty 3128.563651 = -1793968.958228
  nChanged 18
		SP:Iteration 138Q (50466.520000 sec): 3 clusters
  Score: Raw -1797099.640221 + Penalty 3128.563651 = -1793971.076570
  nChanged 21
		SP:Iteration 139Q (50466.760000 sec): 3 clusters
  Score: Raw -1797102.107394 + Penalty 3128.563651 = -1793973.543743
  nChanged 15
		SP:Iteration 140F (50467.000000 sec): 3 clusters
  Score: Raw -1797103.650100 + Penalty 3128.563651 = -1793975.086450
  nChanged 12
		SP:Iteration 141Q (50467.260000 sec): 3 clusters
  Score: Raw -1797105.459396 + Penalty 3128.563651 = -1793976.895746
  nChanged 10
		SP:Iteration 142Q (50467.450000 sec): 3 clusters
  Score: Raw -1797107.429817 + Penalty 3128.563651 = -1793978.866167
  nChanged 12
		SP:Iteration 143Q (50467.710000 sec): 3 clusters
  Score: Raw -1797109.161417 + Penalty 3128.563651 = -1793980.597767
  nChanged 17
		SP:Iteration 144Q (50467.930000 sec): 3 clusters
  Score: Raw -1797111.014862 + Penalty 3128.563651 = -1793982.451211
  nChanged 16
		SP:Iteration 145Q (50468.170000 sec): 3 clusters
  Score: Raw -1797113.026488 + Penalty 3128.563651 = -1793984.462838
  nChanged 13
		SP:Iteration 146Q (50468.390000 sec): 3 clusters
  Score: Raw -1797116.319306 + Penalty 3128.563651 = -1793987.755656
  nChanged 21
		SP:Iteration 147Q (50468.610000 sec): 3 clusters
  Score: Raw -1797120.237128 + Penalty 3128.563651 = -1793991.673478
  nChanged 26
		SP:Iteration 148Q (50468.840000 sec): 3 clusters
  Score: Raw -1797124.222104 + Penalty 3128.563651 = -1793995.658453
  nChanged 28
		SP:Iteration 149Q (50469.070000 sec): 3 clusters
  Score: Raw -1797129.502200 + Penalty 3128.563651 = -1794000.938550
  nChanged 37
		SP:Iteration 150Q (50469.320000 sec): 3 clusters
  Score: Raw -1797137.239865 + Penalty 3128.563651 = -1794008.676214
  nChanged 35
		SP:Iteration 151Q (50469.550000 sec): 3 clusters
  Score: Raw -1797143.768397 + Penalty 3128.563651 = -1794015.204746
  nChanged 28
		SP:Iteration 152Q (50469.790000 sec): 3 clusters
  Score: Raw -1797148.839899 + Penalty 3128.563651 = -1794020.276249
  nChanged 23
		SP:Iteration 153Q (50470.040000 sec): 3 clusters
  Score: Raw -1797153.064982 + Penalty 3128.563651 = -1794024.501332
  nChanged 24
		SP:Iteration 154Q (50470.240000 sec): 3 clusters
  Score: Raw -1797157.533245 + Penalty 3128.563651 = -1794028.969594
  nChanged 29
		SP:Iteration 155Q (50470.490000 sec): 3 clusters
  Score: Raw -1797161.992884 + Penalty 3128.563651 = -1794033.429234
  nChanged 24
		SP:Iteration 156Q (50470.720000 sec): 3 clusters
  Score: Raw -1797166.241806 + Penalty 3128.563651 = -1794037.678156
  nChanged 20
		SP:Iteration 157Q (50470.960000 sec): 3 clusters
  Score: Raw -1797169.071020 + Penalty 3128.563651 = -1794040.507370
  nChanged 18
		SP:Iteration 158Q (50471.170000 sec): 3 clusters
  Score: Raw -1797172.112189 + Penalty 3128.563651 = -1794043.548538
  nChanged 20
		SP:Iteration 159Q (50471.430000 sec): 3 clusters
  Score: Raw -1797174.574683 + Penalty 3128.563651 = -1794046.011033
  nChanged 16
		SP:Iteration 160F (50471.680000 sec): 3 clusters
  Score: Raw -1797176.699747 + Penalty 3128.563651 = -1794048.136097
  nChanged 15
		SP:Iteration 161Q (50471.910000 sec): 3 clusters
  Score: Raw -1797178.912953 + Penalty 3128.563651 = -1794050.349302
  nChanged 12
		SP:Iteration 162Q (50472.130000 sec): 3 clusters
  Score: Raw -1797180.732467 + Penalty 3128.563651 = -1794052.168817
  nChanged 8
		SP:Iteration 163Q (50472.370000 sec): 3 clusters
  Score: Raw -1797181.995673 + Penalty 3128.563651 = -1794053.432022
  nChanged 10
		SP:Iteration 164Q (50472.600000 sec): 3 clusters
  Score: Raw -1797183.548908 + Penalty 3128.563651 = -1794054.985257
  nChanged 10
		SP:Iteration 165Q (50472.840000 sec): 3 clusters
  Score: Raw -1797185.305186 + Penalty 3128.563651 = -1794056.741535
  nChanged 15
		SP:Iteration 166Q (50473.060000 sec): 3 clusters
  Score: Raw -1797187.939978 + Penalty 3128.563651 = -1794059.376327
  nChanged 15
		SP:Iteration 167Q (50473.320000 sec): 3 clusters
  Score: Raw -1797190.101541 + Penalty 3128.563651 = -1794061.537891
  nChanged 21
		SP:Iteration 168Q (50473.570000 sec): 3 clusters
  Score: Raw -1797194.093495 + Penalty 3128.563651 = -1794065.529845
  nChanged 14
		SP:Iteration 169Q (50473.780000 sec): 3 clusters
  Score: Raw -1797196.385838 + Penalty 3128.563651 = -1794067.822187
  nChanged 14
		SP:Iteration 170Q (50474.020000 sec): 3 clusters
  Score: Raw -1797198.929919 + Penalty 3128.563651 = -1794070.366268
  nChanged 13
		SP:Iteration 171Q (50474.260000 sec): 3 clusters
  Score: Raw -1797200.892297 + Penalty 3128.563651 = -1794072.328646
  nChanged 15
		SP:Iteration 172Q (50474.520000 sec): 3 clusters
  Score: Raw -1797203.491169 + Penalty 3128.563651 = -1794074.927518
  nChanged 22
		SP:Iteration 173Q (50474.720000 sec): 3 clusters
  Score: Raw -1797207.884281 + Penalty 3128.563651 = -1794079.320631
  nChanged 21
		SP:Iteration 174Q (50474.960000 sec): 3 clusters
  Score: Raw -1797211.118333 + Penalty 3128.563651 = -1794082.554682
  nChanged 12
		SP:Iteration 175Q (50475.190000 sec): 3 clusters
  Score: Raw -1797213.099461 + Penalty 3128.563651 = -1794084.535810
  nChanged 19
		SP:Iteration 176Q (50475.420000 sec): 3 clusters
  Score: Raw -1797215.662435 + Penalty 3128.563651 = -1794087.098784
  nChanged 16
		SP:Iteration 177Q (50475.680000 sec): 3 clusters
  Score: Raw -1797217.388199 + Penalty 3128.563651 = -1794088.824549
  nChanged 7
		SP:Iteration 178Q (50475.900000 sec): 3 clusters
  Score: Raw -1797218.142713 + Penalty 3128.563651 = -1794089.579062
  nChanged 12
		SP:Iteration 179Q (50476.140000 sec): 3 clusters
  Score: Raw -1797219.456876 + Penalty 3128.563651 = -1794090.893225
  nChanged 11
		SP:Iteration 180F (50476.390000 sec): 3 clusters
  Score: Raw -1797220.465667 + Penalty 3128.563651 = -1794091.902016
  nChanged 7
		SP:Iteration 181Q (50476.590000 sec): 3 clusters
  Score: Raw -1797221.062236 + Penalty 3128.563651 = -1794092.498585
  nChanged 9
		SP:Iteration 182Q (50476.800000 sec): 3 clusters
  Score: Raw -1797222.070022 + Penalty 3128.563651 = -1794093.506371
  nChanged 10
		SP:Iteration 183Q (50477.050000 sec): 3 clusters
  Score: Raw -1797223.507148 + Penalty 3128.563651 = -1794094.943498
  nChanged 12
		SP:Iteration 184Q (50477.260000 sec): 3 clusters
  Score: Raw -1797226.375532 + Penalty 3128.563651 = -1794097.811881
  nChanged 18
		SP:Iteration 185Q (50477.520000 sec): 3 clusters
  Score: Raw -1797229.818103 + Penalty 3128.563651 = -1794101.254453
  nChanged 18
		SP:Iteration 186Q (50477.750000 sec): 3 clusters
  Score: Raw -1797233.161069 + Penalty 3128.563651 = -1794104.597419
  nChanged 18
		SP:Iteration 187Q (50478.000000 sec): 3 clusters
  Score: Raw -1797236.803523 + Penalty 3128.563651 = -1794108.239872
  nChanged 22
		SP:Iteration 188Q (50478.210000 sec): 3 clusters
  Score: Raw -1797241.163432 + Penalty 3128.563651 = -1794112.599782
  nChanged 25
		SP:Iteration 189Q (50478.420000 sec): 3 clusters
  Score: Raw -1797247.474338 + Penalty 3128.563651 = -1794118.910687
  nChanged 26
		SP:Iteration 190Q (50478.680000 sec): 3 clusters
  Score: Raw -1797253.406522 + Penalty 3128.563651 = -1794124.842872
  nChanged 24
		SP:Iteration 191Q (50478.890000 sec): 3 clusters
  Score: Raw -1797258.773042 + Penalty 3128.563651 = -1794130.209392
  nChanged 23
		SP:Iteration 192Q (50479.130000 sec): 3 clusters
  Score: Raw -1797262.582914 + Penalty 3128.563651 = -1794134.019263
  nChanged 17
		SP:Iteration 193Q (50479.360000 sec): 3 clusters
  Score: Raw -1797265.140643 + Penalty 3128.563651 = -1794136.576993
  nChanged 13
		SP:Iteration 194Q (50479.600000 sec): 3 clusters
  Score: Raw -1797267.604039 + Penalty 3128.563651 = -1794139.040389
  nChanged 15
		SP:Iteration 195Q (50479.830000 sec): 3 clusters
  Score: Raw -1797270.504460 + Penalty 3128.563651 = -1794141.940809
  nChanged 17
		SP:Iteration 196Q (50480.080000 sec): 3 clusters
  Score: Raw -1797273.941548 + Penalty 3128.563651 = -1794145.377897
  nChanged 20
		SP:Iteration 197Q (50480.320000 sec): 3 clusters
  Score: Raw -1797278.518073 + Penalty 3128.563651 = -1794149.954423
  nChanged 27
		SP:Iteration 198Q (50480.560000 sec): 3 clusters
  Score: Raw -1797285.333356 + Penalty 3128.563651 = -1794156.769705
  nChanged 32
		SP:Iteration 199Q (50480.770000 sec): 3 clusters
  Score: Raw -1797291.849190 + Penalty 3128.563651 = -1794163.285540
  nChanged 27
		SP:Iteration 200F (50481.040000 sec): 3 clusters
  Score: Raw -1797298.895491 + Penalty 3128.563651 = -1794170.331840
  nChanged 30
		SP:Iteration 201Q (50481.250000 sec): 3 clusters
  Score: Raw -1797305.989074 + Penalty 3128.563651 = -1794177.425424
  nChanged 30
		SP:Iteration 202Q (50481.470000 sec): 3 clusters
  Score: Raw -1797314.083710 + Penalty 3128.563651 = -1794185.520060
  nChanged 37
		SP:Iteration 203Q (50481.750000 sec): 3 clusters
  Score: Raw -1797324.395698 + Penalty 3128.563651 = -1794195.832047
  nChanged 40
		SP:Iteration 204Q (50481.940000 sec): 3 clusters
  Score: Raw -1797333.291360 + Penalty 3128.563651 = -1794204.727710
  nChanged 24
		SP:Iteration 205Q (50482.160000 sec): 3 clusters
  Score: Raw -1797337.942275 + Penalty 3128.563651 = -1794209.378625
  nChanged 20
		SP:Iteration 206Q (50482.370000 sec): 3 clusters
  Score: Raw -1797342.017787 + Penalty 3128.563651 = -1794213.454137
  nChanged 26
		SP:Iteration 207Q (50482.590000 sec): 3 clusters
  Score: Raw -1797348.599524 + Penalty 3128.563651 = -1794220.035874
  nChanged 28
		SP:Iteration 208Q (50482.810000 sec): 3 clusters
  Score: Raw -1797354.771760 + Penalty 3128.563651 = -1794226.208110
  nChanged 25
		SP:Iteration 209Q (50483.020000 sec): 3 clusters
  Score: Raw -1797360.480987 + Penalty 3128.563651 = -1794231.917336
  nChanged 25
		SP:Iteration 210Q (50483.270000 sec): 3 clusters
  Score: Raw -1797367.517901 + Penalty 3128.563651 = -1794238.954250
  nChanged 30
		SP:Iteration 211Q (50483.530000 sec): 3 clusters
  Score: Raw -1797376.281426 + Penalty 3128.563651 = -1794247.717775
  nChanged 38
		SP:Iteration 212Q (50483.750000 sec): 3 clusters
  Score: Raw -1797387.423293 + Penalty 3128.563651 = -1794258.859642
  nChanged 48
		SP:Iteration 213Q (50483.980000 sec): 3 clusters
  Score: Raw -1797400.773058 + Penalty 3128.563651 = -1794272.209407
  nChanged 42
		SP:Iteration 214Q (50484.230000 sec): 3 clusters
  Score: Raw -1797412.989841 + Penalty 3128.563651 = -1794284.426190
  nChanged 39
		SP:Iteration 215Q (50484.450000 sec): 3 clusters
  Score: Raw -1797424.985758 + Penalty 3128.563651 = -1794296.422107
  nChanged 39
		SP:Iteration 216Q (50484.630000 sec): 3 clusters
  Score: Raw -1797437.098043 + Penalty 3128.563651 = -1794308.534393
  nChanged 43
		SP:Iteration 217Q (50484.850000 sec): 3 clusters
  Score: Raw -1797451.182695 + Penalty 3128.563651 = -1794322.619044
  nChanged 45
		SP:Iteration 218Q (50485.090000 sec): 3 clusters
  Score: Raw -1797467.335140 + Penalty 3128.563651 = -1794338.771490
  nChanged 47
		SP:Iteration 219Q (50485.320000 sec): 3 clusters
  Score: Raw -1797480.594689 + Penalty 3128.563651 = -1794352.031038
  nChanged 45
		SP:Iteration 220F (50485.530000 sec): 3 clusters
  Score: Raw -1797493.461355 + Penalty 3128.563651 = -1794364.897704
  nChanged 40
		SP:Iteration 221Q (50485.770000 sec): 3 clusters
  Score: Raw -1797504.355652 + Penalty 3128.563651 = -1794375.792002
  nChanged 39
		SP:Iteration 222Q (50485.990000 sec): 3 clusters
  Score: Raw -1797515.013768 + Penalty 3128.563651 = -1794386.450118
  nChanged 30
		SP:Iteration 223Q (50486.250000 sec): 3 clusters
  Score: Raw -1797524.463625 + Penalty 3128.563651 = -1794395.899975
  nChanged 31
		SP:Iteration 224Q (50486.490000 sec): 3 clusters
  Score: Raw -1797532.020526 + Penalty 3128.563651 = -1794403.456876
  nChanged 33
		SP:Iteration 225Q (50486.720000 sec): 3 clusters
  Score: Raw -1797543.508709 + Penalty 3128.563651 = -1794414.945059
  nChanged 27
		SP:Iteration 226Q (50486.970000 sec): 3 clusters
  Score: Raw -1797552.479614 + Penalty 3128.563651 = -1794423.915963
  nChanged 21
		SP:Iteration 227Q (50487.200000 sec): 3 clusters
  Score: Raw -1797559.840649 + Penalty 3128.563651 = -1794431.276998
  nChanged 23
		SP:Iteration 228Q (50487.430000 sec): 3 clusters
  Score: Raw -1797567.305877 + Penalty 3128.563651 = -1794438.742227
  nChanged 32
		SP:Iteration 229Q (50487.670000 sec): 3 clusters
  Score: Raw -1797578.199113 + Penalty 3128.563651 = -1794449.635462
  nChanged 37
		SP:Iteration 230Q (50487.880000 sec): 3 clusters
  Score: Raw -1797589.226849 + Penalty 3128.563651 = -1794460.663198
  nChanged 28
		SP:Iteration 231Q (50488.080000 sec): 3 clusters
  Score: Raw -1797596.738167 + Penalty 3128.563651 = -1794468.174516
  nChanged 21
		SP:Iteration 232Q (50488.290000 sec): 3 clusters
  Score: Raw -1797602.535624 + Penalty 3128.563651 = -1794473.971973
  nChanged 24
		SP:Iteration 233Q (50488.490000 sec): 3 clusters
  Score: Raw -1797610.794194 + Penalty 3128.563651 = -1794482.230544
  nChanged 17
		SP:Iteration 234Q (50488.710000 sec): 3 clusters
  Score: Raw -1797615.992144 + Penalty 3128.563651 = -1794487.428494
  nChanged 13
		SP:Iteration 235Q (50488.910000 sec): 3 clusters
  Score: Raw -1797619.269956 + Penalty 3128.563651 = -1794490.706305
  nChanged 11
		SP:Iteration 236Q (50489.130000 sec): 3 clusters
  Score: Raw -1797622.526684 + Penalty 3128.563651 = -1794493.963033
  nChanged 16
		SP:Iteration 237Q (50489.340000 sec): 3 clusters
  Score: Raw -1797627.804339 + Penalty 3128.563651 = -1794499.240688
  nChanged 17
		SP:Iteration 238Q (50489.540000 sec): 3 clusters
  Score: Raw -1797632.421696 + Penalty 3128.563651 = -1794503.858045
  nChanged 20
		SP:Iteration 239Q (50489.780000 sec): 3 clusters
  Score: Raw -1797639.397748 + Penalty 3128.563651 = -1794510.834097
  nChanged 18
		SP:Iteration 240F (50490.050000 sec): 3 clusters
  Score: Raw -1797643.966843 + Penalty 3128.563651 = -1794515.403192
  nChanged 13
		SP:Iteration 241Q (50490.290000 sec): 3 clusters
  Score: Raw -1797646.720542 + Penalty 3128.563651 = -1794518.156892
  nChanged 12
		SP:Iteration 242Q (50490.520000 sec): 3 clusters
  Score: Raw -1797650.253183 + Penalty 3128.563651 = -1794521.689532
  nChanged 6
		SP:Iteration 243Q (50490.770000 sec): 3 clusters
  Score: Raw -1797651.685356 + Penalty 3128.563651 = -1794523.121706
  nChanged 4
		SP:Iteration 244Q (50491.030000 sec): 3 clusters
  Score: Raw -1797652.706644 + Penalty 3128.563651 = -1794524.142993
  nChanged 5
		SP:Iteration 245Q (50491.280000 sec): 3 clusters
  Score: Raw -1797654.291025 + Penalty 3128.563651 = -1794525.727375
  nChanged 5
		SP:Iteration 246Q (50491.510000 sec): 3 clusters
  Score: Raw -1797655.492829 + Penalty 3128.563651 = -1794526.929178
  nChanged 6
		SP:Iteration 247Q (50491.710000 sec): 3 clusters
  Score: Raw -1797657.285025 + Penalty 3128.563651 = -1794528.721374
  nChanged 7
		SP:Iteration 248Q (50491.940000 sec): 3 clusters
  Score: Raw -1797659.383979 + Penalty 3128.563651 = -1794530.820329
  nChanged 7
		SP:Iteration 249Q (50492.200000 sec): 3 clusters
  Score: Raw -1797661.531033 + Penalty 3128.563651 = -1794532.967382
  nChanged 6
		SP:Iteration 250Q (50492.440000 sec): 3 clusters
  Score: Raw -1797663.892815 + Penalty 3128.563651 = -1794535.329165
  nChanged 7
		SP:Iteration 251Q (50492.640000 sec): 3 clusters
  Score: Raw -1797665.165184 + Penalty 3128.563651 = -1794536.601534
  nChanged 4
		SP:Iteration 252Q (50492.850000 sec): 3 clusters
  Score: Raw -1797665.997184 + Penalty 3128.563651 = -1794537.433534
  nChanged 5
		SP:Iteration 253Q (50493.090000 sec): 3 clusters
  Score: Raw -1797667.181444 + Penalty 3128.563651 = -1794538.617794
  nChanged 5
		SP:Iteration 254Q (50493.370000 sec): 3 clusters
  Score: Raw -1797668.551533 + Penalty 3128.563651 = -1794539.987882
  nChanged 3
		SP:Iteration 255Q (50493.570000 sec): 3 clusters
  Score: Raw -1797669.083414 + Penalty 3128.563651 = -1794540.519763
  nChanged 2
		SP:Iteration 256Q (50493.800000 sec): 3 clusters
  Score: Raw -1797669.569999 + Penalty 3128.563651 = -1794541.006348
  nChanged 3
		SP:Iteration 257Q (50494.030000 sec): 3 clusters
  Score: Raw -1797670.532981 + Penalty 3128.563651 = -1794541.969331
  nChanged 3
		SP:Iteration 258Q (50494.210000 sec): 3 clusters
  Score: Raw -1797671.445086 + Penalty 3128.563651 = -1794542.881436
  nChanged 4
		SP:Iteration 259Q (50494.460000 sec): 3 clusters
  Score: Raw -1797672.353876 + Penalty 3128.563651 = -1794543.790226
  nChanged 1
		SP:Iteration 260F (50494.720000 sec): 3 clusters
  Score: Raw -1797672.727870 + Penalty 3128.563651 = -1794544.164219
  nChanged 1
		SP:Iteration 261Q (50494.930000 sec): 3 clusters
  Score: Raw -1797672.887673 + Penalty 3128.563651 = -1794544.324022
  nChanged 2
		SP:Iteration 262Q (50495.140000 sec): 3 clusters
  Score: Raw -1797673.223476 + Penalty 3128.563651 = -1794544.659825
  nChanged 1
		SP:Iteration 263Q (50495.380000 sec): 3 clusters
  Score: Raw -1797673.491423 + Penalty 3128.563651 = -1794544.927773
  nChanged 0
		SP:Iteration 264F (50495.630000 sec): 3 clusters
  Score: Raw -1797673.491423 + Penalty 3128.563651 = -1794544.927773
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50495.750000 sec): 2 clusters
  Score: Raw -469913.575894 + Penalty 1348.188810 = -468565.387084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50495.930000 sec): 3 clusters
  Score: Raw -467876.534796 + Penalty 2696.377619 = -465180.157177
  nChanged 1561
		SP:Iteration 1F (50496.150000 sec): 3 clusters
  Score: Raw -468926.677441 + Penalty 2696.377619 = -466230.299822
  nChanged 364
		SP:Iteration 2F (50496.350000 sec): 3 clusters
  Score: Raw -469251.834796 + Penalty 2696.377619 = -466555.457176
  nChanged 301
		SP:Iteration 3F (50496.530000 sec): 3 clusters
  Score: Raw -469521.078619 + Penalty 2696.377619 = -466824.701000
  nChanged 240
		SP:Iteration 4F (50496.700000 sec): 3 clusters
  Score: Raw -469726.381181 + Penalty 2696.377619 = -467030.003561
  nChanged 218
		SP:Iteration 5F (50496.890000 sec): 3 clusters
  Score: Raw -469930.829562 + Penalty 2696.377619 = -467234.451942
  nChanged 195
		SP:Iteration 6Q (50497.110000 sec): 3 clusters
  Score: Raw -470124.640348 + Penalty 2696.377619 = -467428.262729
  nChanged 180
		SP:Iteration 7Q (50497.310000 sec): 3 clusters
  Score: Raw -470286.768587 + Penalty 2696.377619 = -467590.390968
  nChanged 138
		SP:Iteration 8Q (50497.470000 sec): 3 clusters
  Score: Raw -470412.877310 + Penalty 2696.377619 = -467716.499691
  nChanged 116
		SP:Iteration 9Q (50497.690000 sec): 3 clusters
  Score: Raw -470496.259726 + Penalty 2696.377619 = -467799.882106
  nChanged 84
		SP:Iteration 10Q (50497.850000 sec): 3 clusters
  Score: Raw -470557.255390 + Penalty 2696.377619 = -467860.877771
  nChanged 66
		SP:Iteration 11Q (50498.030000 sec): 3 clusters
  Score: Raw -470598.695255 + Penalty 2696.377619 = -467902.317636
  nChanged 50
		SP:Iteration 12Q (50498.210000 sec): 3 clusters
  Score: Raw -470618.113407 + Penalty 2696.377619 = -467921.735788
  nChanged 26
		SP:Iteration 13Q (50498.430000 sec): 3 clusters
  Score: Raw -470626.865728 + Penalty 2696.377619 = -467930.488109
  nChanged 22
		SP:Iteration 14Q (50498.600000 sec): 3 clusters
  Score: Raw -470637.541858 + Penalty 2696.377619 = -467941.164238
  nChanged 27
		SP:Iteration 15Q (50498.820000 sec): 3 clusters
  Score: Raw -470647.129586 + Penalty 2696.377619 = -467950.751967
  nChanged 21
		SP:Iteration 16Q (50498.990000 sec): 3 clusters
  Score: Raw -470657.440649 + Penalty 2696.377619 = -467961.063030
  nChanged 21
		SP:Iteration 17Q (50499.160000 sec): 3 clusters
  Score: Raw -470666.582477 + Penalty 2696.377619 = -467970.204858
  nChanged 22
		SP:Iteration 18Q (50499.350000 sec): 3 clusters
  Score: Raw -470675.903657 + Penalty 2696.377619 = -467979.526038
  nChanged 22
		SP:Iteration 19Q (50499.510000 sec): 3 clusters
  Score: Raw -470686.209729 + Penalty 2696.377619 = -467989.832110
  nChanged 22
		SP:Iteration 20F (50499.700000 sec): 3 clusters
  Score: Raw -470695.728058 + Penalty 2696.377619 = -467999.350439
  nChanged 20
		SP:Iteration 21Q (50499.940000 sec): 3 clusters
  Score: Raw -470703.638987 + Penalty 2696.377619 = -468007.261368
  nChanged 19
		SP:Iteration 22Q (50500.130000 sec): 3 clusters
  Score: Raw -470711.525090 + Penalty 2696.377619 = -468015.147471
  nChanged 16
		SP:Iteration 23Q (50500.300000 sec): 3 clusters
  Score: Raw -470718.557532 + Penalty 2696.377619 = -468022.179913
  nChanged 12
		SP:Iteration 24Q (50500.500000 sec): 3 clusters
  Score: Raw -470724.898092 + Penalty 2696.377619 = -468028.520473
  nChanged 22
		SP:Iteration 25Q (50500.670000 sec): 3 clusters
  Score: Raw -470734.008850 + Penalty 2696.377619 = -468037.631231
  nChanged 23
		SP:Iteration 26Q (50500.880000 sec): 3 clusters
  Score: Raw -470746.591227 + Penalty 2696.377619 = -468050.213608
  nChanged 27
		SP:Iteration 27Q (50501.050000 sec): 3 clusters
  Score: Raw -470757.088249 + Penalty 2696.377619 = -468060.710630
  nChanged 14
		SP:Iteration 28Q (50501.190000 sec): 3 clusters
  Score: Raw -470762.376435 + Penalty 2696.377619 = -468065.998816
  nChanged 23
		SP:Iteration 29Q (50501.380000 sec): 3 clusters
  Score: Raw -470771.560943 + Penalty 2696.377619 = -468075.183324
  nChanged 24
		SP:Iteration 30Q (50501.540000 sec): 3 clusters
  Score: Raw -470780.897340 + Penalty 2696.377619 = -468084.519721
  nChanged 21
		SP:Iteration 31Q (50501.710000 sec): 3 clusters
  Score: Raw -470787.839578 + Penalty 2696.377619 = -468091.461959
  nChanged 20
		SP:Iteration 32Q (50501.910000 sec): 3 clusters
  Score: Raw -470794.789251 + Penalty 2696.377619 = -468098.411632
  nChanged 18
		SP:Iteration 33Q (50502.080000 sec): 3 clusters
  Score: Raw -470800.504794 + Penalty 2696.377619 = -468104.127175
  nChanged 18
		SP:Iteration 34Q (50502.240000 sec): 3 clusters
  Score: Raw -470806.146585 + Penalty 2696.377619 = -468109.768965
  nChanged 12
		SP:Iteration 35Q (50502.420000 sec): 3 clusters
  Score: Raw -470809.703298 + Penalty 2696.377619 = -468113.325679
  nChanged 10
		SP:Iteration 36Q (50502.630000 sec): 3 clusters
  Score: Raw -470813.452283 + Penalty 2696.377619 = -468117.074664
  nChanged 10
		SP:Iteration 37Q (50502.780000 sec): 3 clusters
  Score: Raw -470818.420582 + Penalty 2696.377619 = -468122.042963
  nChanged 19
		SP:Iteration 38Q (50503.000000 sec): 3 clusters
  Score: Raw -470827.718491 + Penalty 2696.377619 = -468131.340872
  nChanged 17
		SP:Iteration 39Q (50503.170000 sec): 3 clusters
  Score: Raw -470832.094878 + Penalty 2696.377619 = -468135.717259
  nChanged 7
		SP:Iteration 40F (50503.370000 sec): 3 clusters
  Score: Raw -470833.960107 + Penalty 2696.377619 = -468137.582488
  nChanged 7
		SP:Iteration 41Q (50503.540000 sec): 3 clusters
  Score: Raw -470836.038602 + Penalty 2696.377619 = -468139.660982
  nChanged 9
		SP:Iteration 42Q (50503.710000 sec): 3 clusters
  Score: Raw -470838.450410 + Penalty 2696.377619 = -468142.072791
  nChanged 12
		SP:Iteration 43Q (50503.940000 sec): 3 clusters
  Score: Raw -470842.554671 + Penalty 2696.377619 = -468146.177052
  nChanged 12
		SP:Iteration 44Q (50504.100000 sec): 3 clusters
  Score: Raw -470846.095401 + Penalty 2696.377619 = -468149.717781
  nChanged 6
		SP:Iteration 45Q (50504.320000 sec): 3 clusters
  Score: Raw -470847.378890 + Penalty 2696.377619 = -468151.001271
  nChanged 5
		SP:Iteration 46Q (50504.520000 sec): 3 clusters
  Score: Raw -470848.420424 + Penalty 2696.377619 = -468152.042805
  nChanged 5
		SP:Iteration 47Q (50504.680000 sec): 3 clusters
  Score: Raw -470849.388014 + Penalty 2696.377619 = -468153.010395
  nChanged 6
		SP:Iteration 48Q (50504.850000 sec): 3 clusters
  Score: Raw -470851.981612 + Penalty 2696.377619 = -468155.603993
  nChanged 5
		SP:Iteration 49Q (50505.040000 sec): 3 clusters
  Score: Raw -470853.849118 + Penalty 2696.377619 = -468157.471499
  nChanged 5
		SP:Iteration 50Q (50505.200000 sec): 3 clusters
  Score: Raw -470854.809879 + Penalty 2696.377619 = -468158.432260
  nChanged 3
		SP:Iteration 51Q (50505.420000 sec): 3 clusters
  Score: Raw -470855.252816 + Penalty 2696.377619 = -468158.875197
  nChanged 1
		SP:Iteration 52Q (50505.630000 sec): 3 clusters
  Score: Raw -470855.494436 + Penalty 2696.377619 = -468159.116817
  nChanged 3
		SP:Iteration 53Q (50505.770000 sec): 3 clusters
  Score: Raw -470856.806800 + Penalty 2696.377619 = -468160.429181
  nChanged 6
		SP:Iteration 54Q (50505.940000 sec): 3 clusters
  Score: Raw -470858.554297 + Penalty 2696.377619 = -468162.176678
  nChanged 8
		SP:Iteration 55Q (50506.100000 sec): 3 clusters
  Score: Raw -470861.169534 + Penalty 2696.377619 = -468164.791915
  nChanged 11
		SP:Iteration 56Q (50506.290000 sec): 3 clusters
  Score: Raw -470865.692934 + Penalty 2696.377619 = -468169.315315
  nChanged 9
		SP:Iteration 57Q (50506.440000 sec): 3 clusters
  Score: Raw -470868.996788 + Penalty 2696.377619 = -468172.619169
  nChanged 15
		SP:Iteration 58Q (50506.620000 sec): 3 clusters
  Score: Raw -470874.840149 + Penalty 2696.377619 = -468178.462530
  nChanged 10
		SP:Iteration 59Q (50506.800000 sec): 3 clusters
  Score: Raw -470878.893811 + Penalty 2696.377619 = -468182.516192
  nChanged 14
		SP:Iteration 60F (50506.970000 sec): 3 clusters
  Score: Raw -470885.585330 + Penalty 2696.377619 = -468189.207711
  nChanged 10
		SP:Iteration 61Q (50507.130000 sec): 3 clusters
  Score: Raw -470888.717124 + Penalty 2696.377619 = -468192.339504
  nChanged 7
		SP:Iteration 62Q (50507.300000 sec): 3 clusters
  Score: Raw -470891.341285 + Penalty 2696.377619 = -468194.963666
  nChanged 11
		SP:Iteration 63Q (50507.480000 sec): 3 clusters
  Score: Raw -470896.227040 + Penalty 2696.377619 = -468199.849420
  nChanged 13
		SP:Iteration 64Q (50507.640000 sec): 3 clusters
  Score: Raw -470900.836160 + Penalty 2696.377619 = -468204.458541
  nChanged 11
		SP:Iteration 65Q (50507.840000 sec): 3 clusters
  Score: Raw -470905.520220 + Penalty 2696.377619 = -468209.142600
  nChanged 20
		SP:Iteration 66Q (50508.010000 sec): 3 clusters
  Score: Raw -470917.265163 + Penalty 2696.377619 = -468220.887544
  nChanged 23
		SP:Iteration 67Q (50508.180000 sec): 3 clusters
  Score: Raw -470930.477390 + Penalty 2696.377619 = -468234.099771
  nChanged 16
		SP:Iteration 68Q (50508.400000 sec): 3 clusters
  Score: Raw -470937.102750 + Penalty 2696.377619 = -468240.725131
  nChanged 19
		SP:Iteration 69Q (50508.580000 sec): 3 clusters
  Score: Raw -470944.878039 + Penalty 2696.377619 = -468248.500420
  nChanged 14
		SP:Iteration 70Q (50508.730000 sec): 3 clusters
  Score: Raw -470949.685882 + Penalty 2696.377619 = -468253.308263
  nChanged 8
		SP:Iteration 71Q (50508.910000 sec): 3 clusters
  Score: Raw -470951.340056 + Penalty 2696.377619 = -468254.962437
  nChanged 1
		SP:Iteration 72Q (50509.130000 sec): 3 clusters
  Score: Raw -470951.494717 + Penalty 2696.377619 = -468255.117098
  nChanged 0
		SP:Iteration 73F (50509.320000 sec): 3 clusters
  Score: Raw -470951.494717 + Penalty 2696.377619 = -468255.117098
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50509.420000 sec): 2 clusters
  Score: Raw -446813.313583 + Penalty 1342.161957 = -445471.151626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50509.630000 sec): 3 clusters
  Score: Raw -444903.781076 + Penalty 2684.323913 = -442219.457163
  nChanged 1530
		SP:Iteration 1F (50509.810000 sec): 3 clusters
  Score: Raw -445794.034349 + Penalty 2684.323913 = -443109.710436
  nChanged 289
		SP:Iteration 2F (50510.030000 sec): 3 clusters
  Score: Raw -446000.873811 + Penalty 2684.323913 = -443316.549897
  nChanged 221
		SP:Iteration 3F (50510.180000 sec): 3 clusters
  Score: Raw -446183.905131 + Penalty 2684.323913 = -443499.581218
  nChanged 239
		SP:Iteration 4F (50510.390000 sec): 3 clusters
  Score: Raw -446382.500623 + Penalty 2684.323913 = -443698.176710
  nChanged 218
		SP:Iteration 5F (50510.580000 sec): 3 clusters
  Score: Raw -446563.871568 + Penalty 2684.323913 = -443879.547654
  nChanged 196
		SP:Iteration 6F (50510.800000 sec): 3 clusters
  Score: Raw -446741.981936 + Penalty 2684.323913 = -444057.658022
  nChanged 192
		SP:Iteration 7Q (50510.970000 sec): 3 clusters
  Score: Raw -446920.386824 + Penalty 2684.323913 = -444236.062911
  nChanged 162
		SP:Iteration 8Q (50511.150000 sec): 3 clusters
  Score: Raw -447057.702962 + Penalty 2684.323913 = -444373.379049
  nChanged 151
		SP:Iteration 9Q (50511.320000 sec): 3 clusters
  Score: Raw -447176.473627 + Penalty 2684.323913 = -444492.149713
  nChanged 132
		SP:Iteration 10Q (50511.510000 sec): 3 clusters
  Score: Raw -447277.875030 + Penalty 2684.323913 = -444593.551116
  nChanged 96
		SP:Iteration 11Q (50511.700000 sec): 3 clusters
  Score: Raw -447345.859726 + Penalty 2684.323913 = -444661.535813
  nChanged 90
		SP:Iteration 12Q (50511.850000 sec): 3 clusters
  Score: Raw -447426.311353 + Penalty 2684.323913 = -444741.987440
  nChanged 101
		SP:Iteration 13Q (50511.980000 sec): 3 clusters
  Score: Raw -447503.094516 + Penalty 2684.323913 = -444818.770602
  nChanged 84
		SP:Iteration 14Q (50512.130000 sec): 3 clusters
  Score: Raw -447554.745521 + Penalty 2684.323913 = -444870.421607
  nChanged 61
		SP:Iteration 15Q (50512.280000 sec): 3 clusters
  Score: Raw -447593.509530 + Penalty 2684.323913 = -444909.185616
  nChanged 46
		SP:Iteration 16Q (50512.480000 sec): 3 clusters
  Score: Raw -447624.711527 + Penalty 2684.323913 = -444940.387613
  nChanged 46
		SP:Iteration 17Q (50512.710000 sec): 3 clusters
  Score: Raw -447646.615170 + Penalty 2684.323913 = -444962.291257
  nChanged 33
		SP:Iteration 18Q (50512.870000 sec): 3 clusters
  Score: Raw -447662.994889 + Penalty 2684.323913 = -444978.670976
  nChanged 28
		SP:Iteration 19Q (50513.070000 sec): 3 clusters
  Score: Raw -447672.806639 + Penalty 2684.323913 = -444988.482726
  nChanged 27
		SP:Iteration 20F (50513.200000 sec): 3 clusters
  Score: Raw -447684.537822 + Penalty 2684.323913 = -445000.213908
  nChanged 27
		SP:Iteration 21Q (50513.390000 sec): 3 clusters
  Score: Raw -447701.291655 + Penalty 2684.323913 = -445016.967742
  nChanged 31
		SP:Iteration 22Q (50513.540000 sec): 3 clusters
  Score: Raw -447713.409008 + Penalty 2684.323913 = -445029.085095
  nChanged 23
		SP:Iteration 23Q (50513.730000 sec): 3 clusters
  Score: Raw -447719.577490 + Penalty 2684.323913 = -445035.253577
  nChanged 13
		SP:Iteration 24Q (50513.890000 sec): 3 clusters
  Score: Raw -447722.960332 + Penalty 2684.323913 = -445038.636419
  nChanged 12
		SP:Iteration 25Q (50514.070000 sec): 3 clusters
  Score: Raw -447729.728344 + Penalty 2684.323913 = -445045.404430
  nChanged 13
		SP:Iteration 26Q (50514.280000 sec): 3 clusters
  Score: Raw -447734.788187 + Penalty 2684.323913 = -445050.464274
  nChanged 8
		SP:Iteration 27Q (50514.470000 sec): 3 clusters
  Score: Raw -447737.737253 + Penalty 2684.323913 = -445053.413340
  nChanged 9
		SP:Iteration 28Q (50514.640000 sec): 3 clusters
  Score: Raw -447739.636276 + Penalty 2684.323913 = -445055.312362
  nChanged 6
		SP:Iteration 29Q (50514.840000 sec): 3 clusters
  Score: Raw -447740.890305 + Penalty 2684.323913 = -445056.566392
  nChanged 3
		SP:Iteration 30Q (50515.040000 sec): 3 clusters
  Score: Raw -447741.383534 + Penalty 2684.323913 = -445057.059620
  nChanged 3
		SP:Iteration 31Q (50515.190000 sec): 3 clusters
  Score: Raw -447742.108946 + Penalty 2684.323913 = -445057.785032
  nChanged 3
		SP:Iteration 32Q (50515.380000 sec): 3 clusters
  Score: Raw -447742.848610 + Penalty 2684.323913 = -445058.524697
  nChanged 3
		SP:Iteration 33Q (50515.590000 sec): 3 clusters
  Score: Raw -447743.621506 + Penalty 2684.323913 = -445059.297593
  nChanged 1
		SP:Iteration 34Q (50515.770000 sec): 3 clusters
  Score: Raw -447743.788517 + Penalty 2684.323913 = -445059.464604
  nChanged 1
		SP:Iteration 35Q (50515.930000 sec): 3 clusters
  Score: Raw -447743.872961 + Penalty 2684.323913 = -445059.549047
  nChanged 1
		SP:Iteration 36Q (50516.120000 sec): 3 clusters
  Score: Raw -447744.072109 + Penalty 2684.323913 = -445059.748196
  nChanged 3
		SP:Iteration 37Q (50516.330000 sec): 3 clusters
  Score: Raw -447744.889891 + Penalty 2684.323913 = -445060.565977
  nChanged 4
		SP:Iteration 38Q (50516.510000 sec): 3 clusters
  Score: Raw -447745.648771 + Penalty 2684.323913 = -445061.324858
  nChanged 5
		SP:Iteration 39Q (50516.680000 sec): 3 clusters
  Score: Raw -447746.829920 + Penalty 2684.323913 = -445062.506006
  nChanged 2
		SP:Iteration 40F (50516.870000 sec): 3 clusters
  Score: Raw -447747.018062 + Penalty 2684.323913 = -445062.694148
  nChanged 1
		SP:Iteration 41Q (50517.050000 sec): 3 clusters
  Score: Raw -447747.450201 + Penalty 2684.323913 = -445063.126288
  nChanged 2
		SP:Iteration 42Q (50517.270000 sec): 3 clusters
  Score: Raw -447748.130465 + Penalty 2684.323913 = -445063.806552
  nChanged 3
		SP:Iteration 43Q (50517.430000 sec): 3 clusters
  Score: Raw -447749.085713 + Penalty 2684.323913 = -445064.761800
  nChanged 3
		SP:Iteration 44Q (50517.600000 sec): 3 clusters
  Score: Raw -447749.875788 + Penalty 2684.323913 = -445065.551875
  nChanged 3
		SP:Iteration 45Q (50517.780000 sec): 3 clusters
  Score: Raw -447750.283234 + Penalty 2684.323913 = -445065.959321
  nChanged 4
		SP:Iteration 46Q (50517.990000 sec): 3 clusters
  Score: Raw -447751.116206 + Penalty 2684.323913 = -445066.792292
  nChanged 1
		SP:Iteration 47Q (50518.170000 sec): 3 clusters
  Score: Raw -447751.252480 + Penalty 2684.323913 = -445066.928567
  nChanged 2
		SP:Iteration 48Q (50518.360000 sec): 3 clusters
  Score: Raw -447751.547287 + Penalty 2684.323913 = -445067.223374
  nChanged 2
		SP:Iteration 49Q (50518.510000 sec): 3 clusters
  Score: Raw -447751.813507 + Penalty 2684.323913 = -445067.489593
  nChanged 2
		SP:Iteration 50Q (50518.710000 sec): 3 clusters
  Score: Raw -447752.507178 + Penalty 2684.323913 = -445068.183264
  nChanged 2
		SP:Iteration 51Q (50518.870000 sec): 3 clusters
  Score: Raw -447753.079474 + Penalty 2684.323913 = -445068.755561
  nChanged 1
		SP:Iteration 52Q (50519.070000 sec): 3 clusters
  Score: Raw -447753.303942 + Penalty 2684.323913 = -445068.980029
  nChanged 0
		SP:Iteration 53F (50519.260000 sec): 3 clusters
  Score: Raw -447753.303942 + Penalty 2684.323913 = -445068.980029
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50519.370000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50519.550000 sec): 3 clusters
  Score: Raw -13691.587464 + Penalty 1563.959915 = -12127.627548
  nChanged 9
		SP:Iteration 1F (50519.730000 sec): 3 clusters
  Score: Raw -13739.333839 + Penalty 1563.959915 = -12175.373924
  nChanged 2
		SP:Iteration 2Q (50519.890000 sec): 3 clusters
  Score: Raw -13752.529368 + Penalty 1563.959915 = -12188.569452
  nChanged 0
		SP:Iteration 3F (50520.030000 sec): 3 clusters
  Score: Raw -13752.529368 + Penalty 1563.959915 = -12188.569452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50520.130000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50520.310000 sec): 3 clusters
  Score: Raw -59382.459185 + Penalty 2030.613934 = -57351.845251
  nChanged 122
		SP:Iteration 1F (50520.470000 sec): 3 clusters
  Score: Raw -59533.616189 + Penalty 2030.613934 = -57503.002255
  nChanged 29
		SP:Iteration 2F (50520.640000 sec): 3 clusters
  Score: Raw -59575.528469 + Penalty 2030.613934 = -57544.914535
  nChanged 10
		SP:Iteration 3Q (50520.820000 sec): 3 clusters
  Score: Raw -59590.338795 + Penalty 2030.613934 = -57559.724861
  nChanged 11
		SP:Iteration 4Q (50520.970000 sec): 3 clusters
  Score: Raw -59604.957027 + Penalty 2030.613934 = -57574.343093
  nChanged 2
		SP:Iteration 5Q (50521.110000 sec): 3 clusters
  Score: Raw -59606.644801 + Penalty 2030.613934 = -57576.030866
  nChanged 1
		SP:Iteration 6Q (50521.320000 sec): 3 clusters
  Score: Raw -59615.418520 + Penalty 2030.613934 = -57584.804585
  nChanged 4
		SP:Iteration 7Q (50521.460000 sec): 3 clusters
  Score: Raw -59620.408632 + Penalty 2030.613934 = -57589.794698
  nChanged 1
		SP:Iteration 8Q (50521.600000 sec): 3 clusters
  Score: Raw -59620.960412 + Penalty 2030.613934 = -57590.346478
  nChanged 0
		SP:Iteration 9F (50521.750000 sec): 3 clusters
  Score: Raw -59620.960412 + Penalty 2030.613934 = -57590.346478
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50521.890000 sec): 2 clusters
  Score: Raw -378088.404993 + Penalty 1315.732839 = -376772.672154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50522.040000 sec): 3 clusters
  Score: Raw -376532.296133 + Penalty 2631.465678 = -373900.830456
  nChanged 1240
		SP:Iteration 1F (50522.210000 sec): 3 clusters
  Score: Raw -377332.399006 + Penalty 2631.465678 = -374700.933328
  nChanged 270
		SP:Iteration 2F (50522.400000 sec): 3 clusters
  Score: Raw -377503.830244 + Penalty 2631.465678 = -374872.364566
  nChanged 181
		SP:Iteration 3F (50522.550000 sec): 3 clusters
  Score: Raw -377611.337629 + Penalty 2631.465678 = -374979.871951
  nChanged 157
		SP:Iteration 4Q (50522.680000 sec): 3 clusters
  Score: Raw -377733.277206 + Penalty 2631.465678 = -375101.811528
  nChanged 169
		SP:Iteration 5F (50522.870000 sec): 3 clusters
  Score: Raw -377901.725313 + Penalty 2631.465678 = -375270.259635
  nChanged 190
		SP:Iteration 6F (50523.070000 sec): 3 clusters
  Score: Raw -378104.544818 + Penalty 2631.465678 = -375473.079140
  nChanged 199
		SP:Iteration 7F (50523.250000 sec): 3 clusters
  Score: Raw -378383.598303 + Penalty 2631.465678 = -375752.132625
  nChanged 218
		SP:Iteration 8F (50523.440000 sec): 3 clusters
  Score: Raw -378681.723657 + Penalty 2631.465678 = -376050.257979
  nChanged 180
		SP:Iteration 9F (50523.630000 sec): 3 clusters
  Score: Raw -378865.563378 + Penalty 2631.465678 = -376234.097700
  nChanged 119
		SP:Iteration 10Q (50523.810000 sec): 3 clusters
  Score: Raw -378941.964484 + Penalty 2631.465678 = -376310.498806
  nChanged 60
		SP:Iteration 11Q (50523.990000 sec): 3 clusters
  Score: Raw -378972.952967 + Penalty 2631.465678 = -376341.487289
  nChanged 51
		SP:Iteration 12Q (50524.180000 sec): 3 clusters
  Score: Raw -378997.753623 + Penalty 2631.465678 = -376366.287945
  nChanged 15
		SP:Iteration 13Q (50524.350000 sec): 3 clusters
  Score: Raw -379003.019601 + Penalty 2631.465678 = -376371.553923
  nChanged 14
		SP:Iteration 14Q (50524.540000 sec): 3 clusters
  Score: Raw -379007.394274 + Penalty 2631.465678 = -376375.928596
  nChanged 10
		SP:Iteration 15Q (50524.680000 sec): 3 clusters
  Score: Raw -379011.190655 + Penalty 2631.465678 = -376379.724977
  nChanged 7
		SP:Iteration 16Q (50524.870000 sec): 3 clusters
  Score: Raw -379013.246779 + Penalty 2631.465678 = -376381.781101
  nChanged 5
		SP:Iteration 17Q (50525.040000 sec): 3 clusters
  Score: Raw -379014.663795 + Penalty 2631.465678 = -376383.198117
  nChanged 1
		SP:Iteration 18Q (50525.230000 sec): 3 clusters
  Score: Raw -379015.155347 + Penalty 2631.465678 = -376383.689669
  nChanged 2
		SP:Iteration 19Q (50525.440000 sec): 3 clusters
  Score: Raw -379016.009258 + Penalty 2631.465678 = -376384.543580
  nChanged 1
		SP:Iteration 20F (50525.590000 sec): 3 clusters
  Score: Raw -379016.204923 + Penalty 2631.465678 = -376384.739245
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50525.720000 sec): 2 clusters
  Score: Raw -115417.245226 + Penalty 1138.735100 = -114278.510126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50525.890000 sec): 3 clusters
  Score: Raw -115087.848506 + Penalty 2277.470200 = -112810.378307
  nChanged 333
		SP:Iteration 1F (50526.080000 sec): 3 clusters
  Score: Raw -115433.173826 + Penalty 2277.470200 = -113155.703626
  nChanged 107
		SP:Iteration 2F (50526.230000 sec): 3 clusters
  Score: Raw -115637.716645 + Penalty 2277.470200 = -113360.246446
  nChanged 78
		SP:Iteration 3F (50526.380000 sec): 3 clusters
  Score: Raw -115779.685342 + Penalty 2277.470200 = -113502.215143
  nChanged 52
		SP:Iteration 4Q (50526.550000 sec): 3 clusters
  Score: Raw -115837.040155 + Penalty 2277.470200 = -113559.569956
  nChanged 31
		SP:Iteration 5Q (50526.730000 sec): 3 clusters
  Score: Raw -115867.148176 + Penalty 2277.470200 = -113589.677977
  nChanged 16
		SP:Iteration 6Q (50526.850000 sec): 3 clusters
  Score: Raw -115885.865229 + Penalty 2277.470200 = -113608.395030
  nChanged 13
		SP:Iteration 7Q (50527.030000 sec): 3 clusters
  Score: Raw -115902.929622 + Penalty 2277.470200 = -113625.459423
  nChanged 18
		SP:Iteration 8Q (50527.180000 sec): 3 clusters
  Score: Raw -115922.207560 + Penalty 2277.470200 = -113644.737360
  nChanged 8
		SP:Iteration 9Q (50527.370000 sec): 3 clusters
  Score: Raw -115935.259502 + Penalty 2277.470200 = -113657.789302
  nChanged 14
		SP:Iteration 10Q (50527.520000 sec): 3 clusters
  Score: Raw -115961.126407 + Penalty 2277.470200 = -113683.656207
  nChanged 13
		SP:Iteration 11Q (50527.650000 sec): 3 clusters
  Score: Raw -115990.885174 + Penalty 2277.470200 = -113713.414975
  nChanged 13
		SP:Iteration 12Q (50527.800000 sec): 3 clusters
  Score: Raw -116011.774136 + Penalty 2277.470200 = -113734.303936
  nChanged 14
		SP:Iteration 13Q (50527.950000 sec): 3 clusters
  Score: Raw -116027.393613 + Penalty 2277.470200 = -113749.923413
  nChanged 17
		SP:Iteration 14Q (50528.140000 sec): 3 clusters
  Score: Raw -116052.226211 + Penalty 2277.470200 = -113774.756012
  nChanged 18
		SP:Iteration 15Q (50528.290000 sec): 3 clusters
  Score: Raw -116083.398351 + Penalty 2277.470200 = -113805.928151
  nChanged 10
		SP:Iteration 16Q (50528.460000 sec): 3 clusters
  Score: Raw -116095.763934 + Penalty 2277.470200 = -113818.293735
  nChanged 7
		SP:Iteration 17Q (50528.680000 sec): 3 clusters
  Score: Raw -116104.060056 + Penalty 2277.470200 = -113826.589857
  nChanged 5
		SP:Iteration 18Q (50528.830000 sec): 3 clusters
  Score: Raw -116107.983233 + Penalty 2277.470200 = -113830.513034
  nChanged 4
		SP:Iteration 19Q (50529.040000 sec): 3 clusters
  Score: Raw -116110.326933 + Penalty 2277.470200 = -113832.856733
  nChanged 5
		SP:Iteration 20F (50529.210000 sec): 3 clusters
  Score: Raw -116113.881498 + Penalty 2277.470200 = -113836.411298
  nChanged 3
		SP:Iteration 21Q (50529.370000 sec): 3 clusters
  Score: Raw -116117.758941 + Penalty 2277.470200 = -113840.288741
  nChanged 1
		SP:Iteration 22Q (50529.550000 sec): 3 clusters
  Score: Raw -116118.884946 + Penalty 2277.470200 = -113841.414747
  nChanged 1
		SP:Iteration 23Q (50529.720000 sec): 3 clusters
  Score: Raw -116120.153081 + Penalty 2277.470200 = -113842.682882
  nChanged 0
		SP:Iteration 24F (50529.900000 sec): 3 clusters
  Score: Raw -116120.153081 + Penalty 2277.470200 = -113842.682882
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50529.990000 sec): 2 clusters
  Score: Raw -261586.796835 + Penalty 1250.338830 = -260336.458005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50530.160000 sec): 3 clusters
  Score: Raw -260634.468184 + Penalty 2500.677661 = -258133.790523
  nChanged 764
		SP:Iteration 1F (50530.340000 sec): 3 clusters
  Score: Raw -261112.454854 + Penalty 2500.677661 = -258611.777193
  nChanged 161
		SP:Iteration 2F (50530.500000 sec): 3 clusters
  Score: Raw -261217.503937 + Penalty 2500.677661 = -258716.826276
  nChanged 107
		SP:Iteration 3Q (50530.680000 sec): 3 clusters
  Score: Raw -261285.605030 + Penalty 2500.677661 = -258784.927369
  nChanged 80
		SP:Iteration 4Q (50530.840000 sec): 3 clusters
  Score: Raw -261334.306291 + Penalty 2500.677661 = -258833.628630
  nChanged 60
		SP:Iteration 5Q (50531.040000 sec): 3 clusters
  Score: Raw -261376.420906 + Penalty 2500.677661 = -258875.743245
  nChanged 73
		SP:Iteration 6Q (50531.260000 sec): 3 clusters
  Score: Raw -261429.368886 + Penalty 2500.677661 = -258928.691225
  nChanged 64
		SP:Iteration 7Q (50531.400000 sec): 3 clusters
  Score: Raw -261473.193516 + Penalty 2500.677661 = -258972.515855
  nChanged 50
		SP:Iteration 8Q (50531.620000 sec): 3 clusters
  Score: Raw -261508.737721 + Penalty 2500.677661 = -259008.060061
  nChanged 54
		SP:Iteration 9Q (50531.770000 sec): 3 clusters
  Score: Raw -261546.433828 + Penalty 2500.677661 = -259045.756167
  nChanged 49
		SP:Iteration 10Q (50531.930000 sec): 3 clusters
  Score: Raw -261581.955559 + Penalty 2500.677661 = -259081.277898
  nChanged 46
		SP:Iteration 11Q (50532.090000 sec): 3 clusters
  Score: Raw -261613.975930 + Penalty 2500.677661 = -259113.298270
  nChanged 36
		SP:Iteration 12Q (50532.300000 sec): 3 clusters
  Score: Raw -261639.471624 + Penalty 2500.677661 = -259138.793963
  nChanged 32
		SP:Iteration 13Q (50532.450000 sec): 3 clusters
  Score: Raw -261658.517596 + Penalty 2500.677661 = -259157.839935
  nChanged 25
		SP:Iteration 14Q (50532.660000 sec): 3 clusters
  Score: Raw -261674.918475 + Penalty 2500.677661 = -259174.240814
  nChanged 22
		SP:Iteration 15Q (50532.810000 sec): 3 clusters
  Score: Raw -261693.327153 + Penalty 2500.677661 = -259192.649492
  nChanged 23
		SP:Iteration 16Q (50533.020000 sec): 3 clusters
  Score: Raw -261716.205092 + Penalty 2500.677661 = -259215.527431
  nChanged 26
		SP:Iteration 17Q (50533.140000 sec): 3 clusters
  Score: Raw -261737.729541 + Penalty 2500.677661 = -259237.051880
  nChanged 23
		SP:Iteration 18Q (50533.360000 sec): 3 clusters
  Score: Raw -261758.088026 + Penalty 2500.677661 = -259257.410365
  nChanged 24
		SP:Iteration 19Q (50533.530000 sec): 3 clusters
  Score: Raw -261776.058506 + Penalty 2500.677661 = -259275.380845
  nChanged 20
		SP:Iteration 20F (50533.700000 sec): 3 clusters
  Score: Raw -261788.847398 + Penalty 2500.677661 = -259288.169737
  nChanged 22
		SP:Iteration 21Q (50533.870000 sec): 3 clusters
  Score: Raw -261803.960953 + Penalty 2500.677661 = -259303.283292
  nChanged 9
		SP:Iteration 22Q (50534.060000 sec): 3 clusters
  Score: Raw -261809.824088 + Penalty 2500.677661 = -259309.146427
  nChanged 11
		SP:Iteration 23Q (50534.280000 sec): 3 clusters
  Score: Raw -261815.724109 + Penalty 2500.677661 = -259315.046448
  nChanged 5
		SP:Iteration 24Q (50534.450000 sec): 3 clusters
  Score: Raw -261819.436615 + Penalty 2500.677661 = -259318.758954
  nChanged 6
		SP:Iteration 25Q (50534.640000 sec): 3 clusters
  Score: Raw -261829.649368 + Penalty 2500.677661 = -259328.971707
  nChanged 12
		SP:Iteration 26Q (50534.830000 sec): 3 clusters
  Score: Raw -261840.860058 + Penalty 2500.677661 = -259340.182397
  nChanged 4
		SP:Iteration 27Q (50535.000000 sec): 3 clusters
  Score: Raw -261842.911764 + Penalty 2500.677661 = -259342.234103
  nChanged 5
		SP:Iteration 28Q (50535.180000 sec): 3 clusters
  Score: Raw -261845.201535 + Penalty 2500.677661 = -259344.523874
  nChanged 5
		SP:Iteration 29Q (50535.330000 sec): 3 clusters
  Score: Raw -261847.876340 + Penalty 2500.677661 = -259347.198679
  nChanged 2
		SP:Iteration 30Q (50535.490000 sec): 3 clusters
  Score: Raw -261848.733530 + Penalty 2500.677661 = -259348.055869
  nChanged 1
		SP:Iteration 31Q (50535.700000 sec): 3 clusters
  Score: Raw -261849.102775 + Penalty 2500.677661 = -259348.425114
  nChanged 0
		SP:Iteration 32F (50535.890000 sec): 3 clusters
  Score: Raw -261849.102775 + Penalty 2500.677661 = -259348.425114
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50535.970000 sec): 2 clusters
  Score: Raw -310770.580250 + Penalty 1283.250257 = -309487.329994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50536.170000 sec): 3 clusters
  Score: Raw -309492.907352 + Penalty 2566.500513 = -306926.406838
  nChanged 1018
		SP:Iteration 1F (50536.330000 sec): 3 clusters
  Score: Raw -310100.663954 + Penalty 2566.500513 = -307534.163441
  nChanged 232
		SP:Iteration 2F (50536.500000 sec): 3 clusters
  Score: Raw -310269.794701 + Penalty 2566.500513 = -307703.294188
  nChanged 158
		SP:Iteration 3F (50536.730000 sec): 3 clusters
  Score: Raw -310387.758375 + Penalty 2566.500513 = -307821.257861
  nChanged 132
		SP:Iteration 4Q (50536.910000 sec): 3 clusters
  Score: Raw -310487.961959 + Penalty 2566.500513 = -307921.461446
  nChanged 115
		SP:Iteration 5Q (50537.060000 sec): 3 clusters
  Score: Raw -310571.235475 + Penalty 2566.500513 = -308004.734962
  nChanged 104
		SP:Iteration 6Q (50537.280000 sec): 3 clusters
  Score: Raw -310648.569710 + Penalty 2566.500513 = -308082.069196
  nChanged 91
		SP:Iteration 7Q (50537.400000 sec): 3 clusters
  Score: Raw -310714.559383 + Penalty 2566.500513 = -308148.058869
  nChanged 88
		SP:Iteration 8Q (50537.590000 sec): 3 clusters
  Score: Raw -310780.893297 + Penalty 2566.500513 = -308214.392784
  nChanged 93
		SP:Iteration 9Q (50537.790000 sec): 3 clusters
  Score: Raw -310850.252384 + Penalty 2566.500513 = -308283.751871
  nChanged 71
		SP:Iteration 10Q (50537.970000 sec): 3 clusters
  Score: Raw -310895.654802 + Penalty 2566.500513 = -308329.154289
  nChanged 57
		SP:Iteration 11Q (50538.130000 sec): 3 clusters
  Score: Raw -310938.660363 + Penalty 2566.500513 = -308372.159850
  nChanged 69
		SP:Iteration 12Q (50538.330000 sec): 3 clusters
  Score: Raw -310992.429074 + Penalty 2566.500513 = -308425.928560
  nChanged 57
		SP:Iteration 13Q (50538.500000 sec): 3 clusters
  Score: Raw -311030.073896 + Penalty 2566.500513 = -308463.573383
  nChanged 53
		SP:Iteration 14Q (50538.700000 sec): 3 clusters
  Score: Raw -311060.501816 + Penalty 2566.500513 = -308494.001303
  nChanged 32
		SP:Iteration 15Q (50538.830000 sec): 3 clusters
  Score: Raw -311080.003109 + Penalty 2566.500513 = -308513.502596
  nChanged 30
		SP:Iteration 16Q (50539.020000 sec): 3 clusters
  Score: Raw -311096.413533 + Penalty 2566.500513 = -308529.913019
  nChanged 27
		SP:Iteration 17Q (50539.180000 sec): 3 clusters
  Score: Raw -311109.592243 + Penalty 2566.500513 = -308543.091730
  nChanged 18
		SP:Iteration 18Q (50539.350000 sec): 3 clusters
  Score: Raw -311119.123979 + Penalty 2566.500513 = -308552.623465
  nChanged 16
		SP:Iteration 19Q (50539.510000 sec): 3 clusters
  Score: Raw -311128.025945 + Penalty 2566.500513 = -308561.525432
  nChanged 11
		SP:Iteration 20F (50539.700000 sec): 3 clusters
  Score: Raw -311133.656536 + Penalty 2566.500513 = -308567.156023
  nChanged 4
		SP:Iteration 21Q (50539.880000 sec): 3 clusters
  Score: Raw -311136.345508 + Penalty 2566.500513 = -308569.844994
  nChanged 6
		SP:Iteration 22Q (50540.070000 sec): 3 clusters
  Score: Raw -311138.714296 + Penalty 2566.500513 = -308572.213783
  nChanged 5
		SP:Iteration 23Q (50540.250000 sec): 3 clusters
  Score: Raw -311140.613987 + Penalty 2566.500513 = -308574.113474
  nChanged 7
		SP:Iteration 24Q (50540.430000 sec): 3 clusters
  Score: Raw -311144.597264 + Penalty 2566.500513 = -308578.096751
  nChanged 3
		SP:Iteration 25Q (50540.610000 sec): 3 clusters
  Score: Raw -311145.648478 + Penalty 2566.500513 = -308579.147965
  nChanged 2
		SP:Iteration 26Q (50540.810000 sec): 3 clusters
  Score: Raw -311146.076510 + Penalty 2566.500513 = -308579.575997
  nChanged 3
		SP:Iteration 27Q (50541.020000 sec): 3 clusters
  Score: Raw -311147.267535 + Penalty 2566.500513 = -308580.767022
  nChanged 3
		SP:Iteration 28Q (50541.250000 sec): 3 clusters
  Score: Raw -311148.692859 + Penalty 2566.500513 = -308582.192346
  nChanged 5
		SP:Iteration 29Q (50541.430000 sec): 3 clusters
  Score: Raw -311150.990687 + Penalty 2566.500513 = -308584.490174
  nChanged 4
		SP:Iteration 30Q (50541.620000 sec): 3 clusters
  Score: Raw -311152.381107 + Penalty 2566.500513 = -308585.880593
  nChanged 2
		SP:Iteration 31Q (50541.770000 sec): 3 clusters
  Score: Raw -311152.987236 + Penalty 2566.500513 = -308586.486723
  nChanged 2
		SP:Iteration 32Q (50541.950000 sec): 3 clusters
  Score: Raw -311153.420965 + Penalty 2566.500513 = -308586.920452
  nChanged 2
		SP:Iteration 33Q (50542.120000 sec): 3 clusters
  Score: Raw -311154.313602 + Penalty 2566.500513 = -308587.813088
  nChanged 2
		SP:Iteration 34Q (50542.330000 sec): 3 clusters
  Score: Raw -311155.188759 + Penalty 2566.500513 = -308588.688246
  nChanged 3
		SP:Iteration 35Q (50542.520000 sec): 3 clusters
  Score: Raw -311156.302211 + Penalty 2566.500513 = -308589.801697
  nChanged 2
		SP:Iteration 36Q (50542.710000 sec): 3 clusters
  Score: Raw -311157.684033 + Penalty 2566.500513 = -308591.183519
  nChanged 5
		SP:Iteration 37Q (50542.890000 sec): 3 clusters
  Score: Raw -311160.810622 + Penalty 2566.500513 = -308594.310109
  nChanged 7
		SP:Iteration 38Q (50543.090000 sec): 3 clusters
  Score: Raw -311165.669627 + Penalty 2566.500513 = -308599.169114
  nChanged 6
		SP:Iteration 39Q (50543.260000 sec): 3 clusters
  Score: Raw -311168.377160 + Penalty 2566.500513 = -308601.876647
  nChanged 3
		SP:Iteration 40F (50543.460000 sec): 3 clusters
  Score: Raw -311169.847612 + Penalty 2566.500513 = -308603.347099
  nChanged 3
		SP:Iteration 41Q (50543.630000 sec): 3 clusters
  Score: Raw -311170.957439 + Penalty 2566.500513 = -308604.456926
  nChanged 1
		SP:Iteration 42Q (50543.850000 sec): 3 clusters
  Score: Raw -311171.187603 + Penalty 2566.500513 = -308604.687090
  nChanged 0
		SP:Iteration 43F (50544.020000 sec): 3 clusters
  Score: Raw -311171.187603 + Penalty 2566.500513 = -308604.687090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50544.140000 sec): 2 clusters
  Score: Raw -589236.471708 + Penalty 1382.476357 = -587853.995350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50544.310000 sec): 3 clusters
  Score: Raw -586624.826181 + Penalty 2764.952715 = -583859.873466
  nChanged 2021
		SP:Iteration 1F (50544.500000 sec): 3 clusters
  Score: Raw -587787.955427 + Penalty 2764.952715 = -585023.002712
  nChanged 382
		SP:Iteration 2F (50544.710000 sec): 3 clusters
  Score: Raw -588007.208122 + Penalty 2764.952715 = -585242.255407
  nChanged 277
		SP:Iteration 3F (50544.900000 sec): 3 clusters
  Score: Raw -588163.257500 + Penalty 2764.952715 = -585398.304785
  nChanged 225
		SP:Iteration 4Q (50545.070000 sec): 3 clusters
  Score: Raw -588311.621265 + Penalty 2764.952715 = -585546.668550
  nChanged 196
		SP:Iteration 5Q (50545.250000 sec): 3 clusters
  Score: Raw -588422.406175 + Penalty 2764.952715 = -585657.453460
  nChanged 177
		SP:Iteration 6Q (50545.430000 sec): 3 clusters
  Score: Raw -588526.764273 + Penalty 2764.952715 = -585761.811559
  nChanged 162
		SP:Iteration 7Q (50545.630000 sec): 3 clusters
  Score: Raw -588605.680299 + Penalty 2764.952715 = -585840.727585
  nChanged 142
		SP:Iteration 8Q (50545.840000 sec): 3 clusters
  Score: Raw -588676.205254 + Penalty 2764.952715 = -585911.252540
  nChanged 140
		SP:Iteration 9Q (50546.030000 sec): 3 clusters
  Score: Raw -588736.847218 + Penalty 2764.952715 = -585971.894503
  nChanged 110
		SP:Iteration 10Q (50546.190000 sec): 3 clusters
  Score: Raw -588781.640464 + Penalty 2764.952715 = -586016.687749
  nChanged 97
		SP:Iteration 11Q (50546.410000 sec): 3 clusters
  Score: Raw -588813.790818 + Penalty 2764.952715 = -586048.838104
  nChanged 67
		SP:Iteration 12Q (50546.610000 sec): 3 clusters
  Score: Raw -588833.925388 + Penalty 2764.952715 = -586068.972674
  nChanged 60
		SP:Iteration 13Q (50546.790000 sec): 3 clusters
  Score: Raw -588853.750839 + Penalty 2764.952715 = -586088.798124
  nChanged 55
		SP:Iteration 14Q (50546.940000 sec): 3 clusters
  Score: Raw -588873.347559 + Penalty 2764.952715 = -586108.394844
  nChanged 57
		SP:Iteration 15Q (50547.130000 sec): 3 clusters
  Score: Raw -588895.906681 + Penalty 2764.952715 = -586130.953966
  nChanged 65
		SP:Iteration 16Q (50547.360000 sec): 3 clusters
  Score: Raw -588921.889130 + Penalty 2764.952715 = -586156.936415
  nChanged 48
		SP:Iteration 17Q (50547.550000 sec): 3 clusters
  Score: Raw -588936.735158 + Penalty 2764.952715 = -586171.782444
  nChanged 46
		SP:Iteration 18Q (50547.740000 sec): 3 clusters
  Score: Raw -588955.162946 + Penalty 2764.952715 = -586190.210232
  nChanged 64
		SP:Iteration 19Q (50547.920000 sec): 3 clusters
  Score: Raw -588985.796859 + Penalty 2764.952715 = -586220.844145
  nChanged 64
		SP:Iteration 20F (50548.100000 sec): 3 clusters
  Score: Raw -589013.930536 + Penalty 2764.952715 = -586248.977822
  nChanged 55
		SP:Iteration 21Q (50548.330000 sec): 3 clusters
  Score: Raw -589034.251434 + Penalty 2764.952715 = -586269.298719
  nChanged 46
		SP:Iteration 22Q (50548.500000 sec): 3 clusters
  Score: Raw -589056.822742 + Penalty 2764.952715 = -586291.870027
  nChanged 56
		SP:Iteration 23Q (50548.670000 sec): 3 clusters
  Score: Raw -589083.258880 + Penalty 2764.952715 = -586318.306166
  nChanged 58
		SP:Iteration 24Q (50548.870000 sec): 3 clusters
  Score: Raw -589116.006491 + Penalty 2764.952715 = -586351.053776
  nChanged 64
		SP:Iteration 25Q (50549.070000 sec): 3 clusters
  Score: Raw -589163.012384 + Penalty 2764.952715 = -586398.059669
  nChanged 84
		SP:Iteration 26Q (50549.270000 sec): 3 clusters
  Score: Raw -589229.762727 + Penalty 2764.952715 = -586464.810013
  nChanged 82
		SP:Iteration 27Q (50549.440000 sec): 3 clusters
  Score: Raw -589290.409516 + Penalty 2764.952715 = -586525.456801
  nChanged 77
		SP:Iteration 28Q (50549.630000 sec): 3 clusters
  Score: Raw -589342.711744 + Penalty 2764.952715 = -586577.759030
  nChanged 69
		SP:Iteration 29Q (50549.830000 sec): 3 clusters
  Score: Raw -589389.214916 + Penalty 2764.952715 = -586624.262201
  nChanged 69
		SP:Iteration 30Q (50550.040000 sec): 3 clusters
  Score: Raw -589441.253712 + Penalty 2764.952715 = -586676.300997
  nChanged 69
		SP:Iteration 31Q (50550.200000 sec): 3 clusters
  Score: Raw -589490.665847 + Penalty 2764.952715 = -586725.713132
  nChanged 65
		SP:Iteration 32Q (50550.390000 sec): 3 clusters
  Score: Raw -589534.335431 + Penalty 2764.952715 = -586769.382717
  nChanged 61
		SP:Iteration 33Q (50550.550000 sec): 3 clusters
  Score: Raw -589573.820428 + Penalty 2764.952715 = -586808.867714
  nChanged 50
		SP:Iteration 34Q (50550.750000 sec): 3 clusters
  Score: Raw -589606.695611 + Penalty 2764.952715 = -586841.742896
  nChanged 45
		SP:Iteration 35Q (50550.940000 sec): 3 clusters
  Score: Raw -589640.111800 + Penalty 2764.952715 = -586875.159085
  nChanged 39
		SP:Iteration 36Q (50551.140000 sec): 3 clusters
  Score: Raw -589661.733676 + Penalty 2764.952715 = -586896.780962
  nChanged 36
		SP:Iteration 37Q (50551.340000 sec): 3 clusters
  Score: Raw -589685.594904 + Penalty 2764.952715 = -586920.642189
  nChanged 35
		SP:Iteration 38Q (50551.530000 sec): 3 clusters
  Score: Raw -589714.440170 + Penalty 2764.952715 = -586949.487455
  nChanged 45
		SP:Iteration 39Q (50551.730000 sec): 3 clusters
  Score: Raw -589745.625263 + Penalty 2764.952715 = -586980.672548
  nChanged 35
		SP:Iteration 40F (50551.930000 sec): 3 clusters
  Score: Raw -589771.719982 + Penalty 2764.952715 = -587006.767268
  nChanged 29
		SP:Iteration 41Q (50552.150000 sec): 3 clusters
  Score: Raw -589793.806628 + Penalty 2764.952715 = -587028.853913
  nChanged 21
		SP:Iteration 42Q (50552.290000 sec): 3 clusters
  Score: Raw -589808.882340 + Penalty 2764.952715 = -587043.929625
  nChanged 25
		SP:Iteration 43Q (50552.460000 sec): 3 clusters
  Score: Raw -589819.830504 + Penalty 2764.952715 = -587054.877789
  nChanged 17
		SP:Iteration 44Q (50552.630000 sec): 3 clusters
  Score: Raw -589830.497059 + Penalty 2764.952715 = -587065.544345
  nChanged 16
		SP:Iteration 45Q (50552.820000 sec): 3 clusters
  Score: Raw -589837.994765 + Penalty 2764.952715 = -587073.042050
  nChanged 11
		SP:Iteration 46Q (50553.040000 sec): 3 clusters
  Score: Raw -589842.468839 + Penalty 2764.952715 = -587077.516124
  nChanged 9
		SP:Iteration 47Q (50553.230000 sec): 3 clusters
  Score: Raw -589846.147538 + Penalty 2764.952715 = -587081.194823
  nChanged 6
		SP:Iteration 48Q (50553.430000 sec): 3 clusters
  Score: Raw -589848.473441 + Penalty 2764.952715 = -587083.520726
  nChanged 6
		SP:Iteration 49Q (50553.630000 sec): 3 clusters
  Score: Raw -589851.981827 + Penalty 2764.952715 = -587087.029113
  nChanged 6
		SP:Iteration 50Q (50553.810000 sec): 3 clusters
  Score: Raw -589854.797153 + Penalty 2764.952715 = -587089.844438
  nChanged 7
		SP:Iteration 51Q (50554.010000 sec): 3 clusters
  Score: Raw -589860.154225 + Penalty 2764.952715 = -587095.201510
  nChanged 12
		SP:Iteration 52Q (50554.220000 sec): 3 clusters
  Score: Raw -589866.732437 + Penalty 2764.952715 = -587101.779722
  nChanged 12
		SP:Iteration 53Q (50554.390000 sec): 3 clusters
  Score: Raw -589871.997394 + Penalty 2764.952715 = -587107.044679
  nChanged 10
		SP:Iteration 54Q (50554.580000 sec): 3 clusters
  Score: Raw -589875.726664 + Penalty 2764.952715 = -587110.773950
  nChanged 4
		SP:Iteration 55Q (50554.780000 sec): 3 clusters
  Score: Raw -589877.387512 + Penalty 2764.952715 = -587112.434798
  nChanged 4
		SP:Iteration 56Q (50554.990000 sec): 3 clusters
  Score: Raw -589879.053771 + Penalty 2764.952715 = -587114.101056
  nChanged 5
		SP:Iteration 57Q (50555.140000 sec): 3 clusters
  Score: Raw -589880.984929 + Penalty 2764.952715 = -587116.032215
  nChanged 2
		SP:Iteration 58Q (50555.340000 sec): 3 clusters
  Score: Raw -589882.003465 + Penalty 2764.952715 = -587117.050751
  nChanged 1
		SP:Iteration 59Q (50555.500000 sec): 3 clusters
  Score: Raw -589882.521377 + Penalty 2764.952715 = -587117.568663
  nChanged 1
		SP:Iteration 60F (50555.680000 sec): 3 clusters
  Score: Raw -589882.656365 + Penalty 2764.952715 = -587117.703651
  nChanged 1
		SP:Iteration 61Q (50555.870000 sec): 3 clusters
  Score: Raw -589883.049820 + Penalty 2764.952715 = -587118.097105
  nChanged 1
		SP:Iteration 62Q (50556.080000 sec): 3 clusters
  Score: Raw -589883.565562 + Penalty 2764.952715 = -587118.612848
  nChanged 2
		SP:Iteration 63Q (50556.250000 sec): 3 clusters
  Score: Raw -589885.086321 + Penalty 2764.952715 = -587120.133607
  nChanged 1
		SP:Iteration 64Q (50556.450000 sec): 3 clusters
  Score: Raw -589885.283025 + Penalty 2764.952715 = -587120.330310
  nChanged 1
		SP:Iteration 65Q (50556.640000 sec): 3 clusters
  Score: Raw -589885.826693 + Penalty 2764.952715 = -587120.873978
  nChanged 1
		SP:Iteration 66Q (50556.810000 sec): 3 clusters
  Score: Raw -589886.227674 + Penalty 2764.952715 = -587121.274959
  nChanged 1
		SP:Iteration 67Q (50557.010000 sec): 3 clusters
  Score: Raw -589886.483828 + Penalty 2764.952715 = -587121.531114
  nChanged 0
		SP:Iteration 68F (50557.170000 sec): 3 clusters
  Score: Raw -589886.483828 + Penalty 2764.952715 = -587121.531114
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50557.250000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50557.410000 sec): 3 clusters
  Score: Raw -45404.191658 + Penalty 1952.864285 = -43451.327372
  nChanged 82
		SP:Iteration 1F (50557.560000 sec): 3 clusters
  Score: Raw -45546.152695 + Penalty 1952.864285 = -43593.288410
  nChanged 21
		SP:Iteration 2F (50557.770000 sec): 3 clusters
  Score: Raw -45599.896013 + Penalty 1952.864285 = -43647.031728
  nChanged 8
		SP:Iteration 3Q (50557.930000 sec): 3 clusters
  Score: Raw -45615.128621 + Penalty 1952.864285 = -43662.264336
  nChanged 4
		SP:Iteration 4Q (50558.110000 sec): 3 clusters
  Score: Raw -45624.411172 + Penalty 1952.864285 = -43671.546887
  nChanged 1
		SP:Iteration 5Q (50558.270000 sec): 3 clusters
  Score: Raw -45627.151601 + Penalty 1952.864285 = -43674.287315
  nChanged 2
		SP:Iteration 6Q (50558.370000 sec): 3 clusters
  Score: Raw -45631.294902 + Penalty 1952.864285 = -43678.430617
  nChanged 0
		SP:Iteration 7F (50558.560000 sec): 3 clusters
  Score: Raw -45631.294902 + Penalty 1952.864285 = -43678.430617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50558.630000 sec): 2 clusters
  Score: Raw -92398.232934 + Penalty 1085.026062 = -91313.206871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50558.830000 sec): 3 clusters
  Score: Raw -92165.772518 + Penalty 2170.052125 = -89995.720393
  nChanged 220
		SP:Iteration 1F (50559.010000 sec): 3 clusters
  Score: Raw -92433.192614 + Penalty 2170.052125 = -90263.140489
  nChanged 56
		SP:Iteration 2F (50559.220000 sec): 3 clusters
  Score: Raw -92521.590259 + Penalty 2170.052125 = -90351.538134
  nChanged 39
		SP:Iteration 3Q (50559.380000 sec): 3 clusters
  Score: Raw -92574.876920 + Penalty 2170.052125 = -90404.824795
  nChanged 31
		SP:Iteration 4Q (50559.590000 sec): 3 clusters
  Score: Raw -92625.189010 + Penalty 2170.052125 = -90455.136885
  nChanged 30
		SP:Iteration 5Q (50559.760000 sec): 3 clusters
  Score: Raw -92669.070834 + Penalty 2170.052125 = -90499.018710
  nChanged 20
		SP:Iteration 6Q (50559.910000 sec): 3 clusters
  Score: Raw -92699.165713 + Penalty 2170.052125 = -90529.113588
  nChanged 9
		SP:Iteration 7Q (50560.110000 sec): 3 clusters
  Score: Raw -92712.755676 + Penalty 2170.052125 = -90542.703551
  nChanged 8
		SP:Iteration 8Q (50560.320000 sec): 3 clusters
  Score: Raw -92727.814409 + Penalty 2170.052125 = -90557.762284
  nChanged 10
		SP:Iteration 9Q (50560.480000 sec): 3 clusters
  Score: Raw -92745.544838 + Penalty 2170.052125 = -90575.492713
  nChanged 12
		SP:Iteration 10Q (50560.640000 sec): 3 clusters
  Score: Raw -92766.758063 + Penalty 2170.052125 = -90596.705938
  nChanged 14
		SP:Iteration 11Q (50560.820000 sec): 3 clusters
  Score: Raw -92790.836286 + Penalty 2170.052125 = -90620.784161
  nChanged 16
		SP:Iteration 12Q (50561.030000 sec): 3 clusters
  Score: Raw -92821.165696 + Penalty 2170.052125 = -90651.113571
  nChanged 19
		SP:Iteration 13Q (50561.220000 sec): 3 clusters
  Score: Raw -92853.603189 + Penalty 2170.052125 = -90683.551064
  nChanged 15
		SP:Iteration 14Q (50561.370000 sec): 3 clusters
  Score: Raw -92884.310961 + Penalty 2170.052125 = -90714.258836
  nChanged 13
		SP:Iteration 15Q (50561.560000 sec): 3 clusters
  Score: Raw -92914.140676 + Penalty 2170.052125 = -90744.088551
  nChanged 24
		SP:Iteration 16Q (50561.740000 sec): 3 clusters
  Score: Raw -92994.399898 + Penalty 2170.052125 = -90824.347773
  nChanged 26
		SP:Iteration 17Q (50561.940000 sec): 3 clusters
  Score: Raw -93168.337090 + Penalty 2170.052125 = -90998.284965
  nChanged 21
		SP:Iteration 18Q (50562.130000 sec): 3 clusters
  Score: Raw -93305.191243 + Penalty 2170.052125 = -91135.139118
  nChanged 9
		SP:Iteration 19Q (50562.290000 sec): 3 clusters
  Score: Raw -93338.772500 + Penalty 2170.052125 = -91168.720375
  nChanged 8
		SP:Iteration 20F (50562.450000 sec): 3 clusters
  Score: Raw -93360.181541 + Penalty 2170.052125 = -91190.129416
  nChanged 5
		SP:Iteration 21Q (50562.610000 sec): 3 clusters
  Score: Raw -93380.105016 + Penalty 2170.052125 = -91210.052891
  nChanged 3
		SP:Iteration 22Q (50562.800000 sec): 3 clusters
  Score: Raw -93385.825781 + Penalty 2170.052125 = -91215.773656
  nChanged 0
		SP:Iteration 23F (50563.000000 sec): 3 clusters
  Score: Raw -93385.825781 + Penalty 2170.052125 = -91215.773656
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50563.130000 sec): 2 clusters
  Score: Raw -451773.920985 + Penalty 1342.246045 = -450431.674940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50563.280000 sec): 3 clusters
  Score: Raw -449897.168277 + Penalty 2684.492089 = -447212.676188
  nChanged 1519
		SP:Iteration 1F (50563.460000 sec): 3 clusters
  Score: Raw -450783.669257 + Penalty 2684.492089 = -448099.177168
  nChanged 343
		SP:Iteration 2F (50563.630000 sec): 3 clusters
  Score: Raw -451027.135945 + Penalty 2684.492089 = -448342.643855
  nChanged 258
		SP:Iteration 3F (50563.840000 sec): 3 clusters
  Score: Raw -451198.889531 + Penalty 2684.492089 = -448514.397441
  nChanged 202
		SP:Iteration 4F (50564.020000 sec): 3 clusters
  Score: Raw -451365.780596 + Penalty 2684.492089 = -448681.288507
  nChanged 212
		SP:Iteration 5F (50564.170000 sec): 3 clusters
  Score: Raw -451536.943173 + Penalty 2684.492089 = -448852.451084
  nChanged 196
		SP:Iteration 6F (50564.360000 sec): 3 clusters
  Score: Raw -451708.244735 + Penalty 2684.492089 = -449023.752646
  nChanged 193
		SP:Iteration 7Q (50564.490000 sec): 3 clusters
  Score: Raw -451861.045928 + Penalty 2684.492089 = -449176.553838
  nChanged 149
		SP:Iteration 8Q (50564.690000 sec): 3 clusters
  Score: Raw -451972.387525 + Penalty 2684.492089 = -449287.895436
  nChanged 110
		SP:Iteration 9Q (50564.890000 sec): 3 clusters
  Score: Raw -452051.265855 + Penalty 2684.492089 = -449366.773766
  nChanged 86
		SP:Iteration 10Q (50565.050000 sec): 3 clusters
  Score: Raw -452105.939454 + Penalty 2684.492089 = -449421.447364
  nChanged 46
		SP:Iteration 11Q (50565.220000 sec): 3 clusters
  Score: Raw -452133.619252 + Penalty 2684.492089 = -449449.127163
  nChanged 39
		SP:Iteration 12Q (50565.390000 sec): 3 clusters
  Score: Raw -452154.075456 + Penalty 2684.492089 = -449469.583367
  nChanged 21
		SP:Iteration 13Q (50565.560000 sec): 3 clusters
  Score: Raw -452163.107816 + Penalty 2684.492089 = -449478.615727
  nChanged 18
		SP:Iteration 14Q (50565.730000 sec): 3 clusters
  Score: Raw -452171.951421 + Penalty 2684.492089 = -449487.459332
  nChanged 20
		SP:Iteration 15Q (50565.920000 sec): 3 clusters
  Score: Raw -452181.280668 + Penalty 2684.492089 = -449496.788578
  nChanged 9
		SP:Iteration 16Q (50566.080000 sec): 3 clusters
  Score: Raw -452186.456225 + Penalty 2684.492089 = -449501.964136
  nChanged 9
		SP:Iteration 17Q (50566.280000 sec): 3 clusters
  Score: Raw -452190.436822 + Penalty 2684.492089 = -449505.944733
  nChanged 10
		SP:Iteration 18Q (50566.480000 sec): 3 clusters
  Score: Raw -452196.570583 + Penalty 2684.492089 = -449512.078494
  nChanged 10
		SP:Iteration 19Q (50566.620000 sec): 3 clusters
  Score: Raw -452204.691455 + Penalty 2684.492089 = -449520.199366
  nChanged 11
		SP:Iteration 20F (50566.790000 sec): 3 clusters
  Score: Raw -452213.418814 + Penalty 2684.492089 = -449528.926724
  nChanged 19
		SP:Iteration 21Q (50566.980000 sec): 3 clusters
  Score: Raw -452228.787076 + Penalty 2684.492089 = -449544.294987
  nChanged 13
		SP:Iteration 22Q (50567.180000 sec): 3 clusters
  Score: Raw -452235.743830 + Penalty 2684.492089 = -449551.251741
  nChanged 8
		SP:Iteration 23Q (50567.360000 sec): 3 clusters
  Score: Raw -452241.960228 + Penalty 2684.492089 = -449557.468139
  nChanged 13
		SP:Iteration 24Q (50567.540000 sec): 3 clusters
  Score: Raw -452249.652414 + Penalty 2684.492089 = -449565.160325
  nChanged 11
		SP:Iteration 25Q (50567.670000 sec): 3 clusters
  Score: Raw -452256.704823 + Penalty 2684.492089 = -449572.212734
  nChanged 7
		SP:Iteration 26Q (50567.870000 sec): 3 clusters
  Score: Raw -452261.188949 + Penalty 2684.492089 = -449576.696859
  nChanged 5
		SP:Iteration 27Q (50568.050000 sec): 3 clusters
  Score: Raw -452263.561749 + Penalty 2684.492089 = -449579.069659
  nChanged 3
		SP:Iteration 28Q (50568.240000 sec): 3 clusters
  Score: Raw -452264.650487 + Penalty 2684.492089 = -449580.158398
  nChanged 4
		SP:Iteration 29Q (50568.460000 sec): 3 clusters
  Score: Raw -452267.023590 + Penalty 2684.492089 = -449582.531500
  nChanged 4
		SP:Iteration 30Q (50568.660000 sec): 3 clusters
  Score: Raw -452269.144375 + Penalty 2684.492089 = -449584.652286
  nChanged 6
		SP:Iteration 31Q (50568.810000 sec): 3 clusters
  Score: Raw -452271.263301 + Penalty 2684.492089 = -449586.771212
  nChanged 5
		SP:Iteration 32Q (50569.010000 sec): 3 clusters
  Score: Raw -452273.024097 + Penalty 2684.492089 = -449588.532007
  nChanged 0
		SP:Iteration 33F (50569.150000 sec): 3 clusters
  Score: Raw -452273.024097 + Penalty 2684.492089 = -449588.532007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50569.260000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50569.460000 sec): 3 clusters
  Score: Raw -30605.745781 + Penalty 1835.916627 = -28769.829154
  nChanged 46
		SP:Iteration 1F (50569.640000 sec): 3 clusters
  Score: Raw -30726.519486 + Penalty 1835.916627 = -28890.602858
  nChanged 16
		SP:Iteration 2F (50569.800000 sec): 3 clusters
  Score: Raw -30777.835379 + Penalty 1835.916627 = -28941.918752
  nChanged 9
		SP:Iteration 3Q (50569.980000 sec): 3 clusters
  Score: Raw -30820.947072 + Penalty 1835.916627 = -28985.030445
  nChanged 8
		SP:Iteration 4Q (50570.130000 sec): 3 clusters
  Score: Raw -30849.557962 + Penalty 1835.916627 = -29013.641335
  nChanged 3
		SP:Iteration 5Q (50570.300000 sec): 3 clusters
  Score: Raw -30865.029763 + Penalty 1835.916627 = -29029.113135
  nChanged 1
		SP:Iteration 6Q (50570.480000 sec): 3 clusters
  Score: Raw -30866.925090 + Penalty 1835.916627 = -29031.008462
  nChanged 0
		SP:Iteration 7F (50570.630000 sec): 3 clusters
  Score: Raw -30866.925090 + Penalty 1835.916627 = -29031.008462
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50570.730000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50570.900000 sec): 3 clusters
  Score: Raw -61303.414706 + Penalty 2036.222894 = -59267.191812
  nChanged 114
		SP:Iteration 1F (50571.070000 sec): 3 clusters
  Score: Raw -61444.716782 + Penalty 2036.222894 = -59408.493888
  nChanged 32
		SP:Iteration 2F (50571.270000 sec): 3 clusters
  Score: Raw -61490.346516 + Penalty 2036.222894 = -59454.123621
  nChanged 11
		SP:Iteration 3Q (50571.440000 sec): 3 clusters
  Score: Raw -61508.534219 + Penalty 2036.222894 = -59472.311325
  nChanged 5
		SP:Iteration 4Q (50571.640000 sec): 3 clusters
  Score: Raw -61518.595278 + Penalty 2036.222894 = -59482.372384
  nChanged 7
		SP:Iteration 5Q (50571.840000 sec): 3 clusters
  Score: Raw -61528.057730 + Penalty 2036.222894 = -59491.834836
  nChanged 5
		SP:Iteration 6Q (50572.010000 sec): 3 clusters
  Score: Raw -61534.719400 + Penalty 2036.222894 = -59498.496506
  nChanged 1
		SP:Iteration 7Q (50572.210000 sec): 3 clusters
  Score: Raw -61538.365803 + Penalty 2036.222894 = -59502.142909
  nChanged 2
		SP:Iteration 8Q (50572.360000 sec): 3 clusters
  Score: Raw -61540.928802 + Penalty 2036.222894 = -59504.705908
  nChanged 0
		SP:Iteration 9F (50572.500000 sec): 3 clusters
  Score: Raw -61540.928802 + Penalty 2036.222894 = -59504.705908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50572.610000 sec): 2 clusters
  Score: Raw -262786.371791 + Penalty 1245.532565 = -261540.839226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50572.810000 sec): 3 clusters
  Score: Raw -261837.527247 + Penalty 2491.065130 = -259346.462117
  nChanged 760
		SP:Iteration 1F (50572.960000 sec): 3 clusters
  Score: Raw -262351.115346 + Penalty 2491.065130 = -259860.050216
  nChanged 176
		SP:Iteration 2F (50573.180000 sec): 3 clusters
  Score: Raw -262474.885184 + Penalty 2491.065130 = -259983.820054
  nChanged 95
		SP:Iteration 3Q (50573.380000 sec): 3 clusters
  Score: Raw -262536.274825 + Penalty 2491.065130 = -260045.209695
  nChanged 65
		SP:Iteration 4Q (50573.580000 sec): 3 clusters
  Score: Raw -262578.525076 + Penalty 2491.065130 = -260087.459945
  nChanged 60
		SP:Iteration 5Q (50573.740000 sec): 3 clusters
  Score: Raw -262619.587109 + Penalty 2491.065130 = -260128.521979
  nChanged 48
		SP:Iteration 6Q (50573.920000 sec): 3 clusters
  Score: Raw -262649.721289 + Penalty 2491.065130 = -260158.656159
  nChanged 52
		SP:Iteration 7Q (50574.110000 sec): 3 clusters
  Score: Raw -262683.262598 + Penalty 2491.065130 = -260192.197468
  nChanged 44
		SP:Iteration 8Q (50574.270000 sec): 3 clusters
  Score: Raw -262711.006822 + Penalty 2491.065130 = -260219.941692
  nChanged 45
		SP:Iteration 9Q (50574.470000 sec): 3 clusters
  Score: Raw -262737.799168 + Penalty 2491.065130 = -260246.734038
  nChanged 42
		SP:Iteration 10Q (50574.650000 sec): 3 clusters
  Score: Raw -262764.396862 + Penalty 2491.065130 = -260273.331731
  nChanged 43
		SP:Iteration 11Q (50574.870000 sec): 3 clusters
  Score: Raw -262787.769464 + Penalty 2491.065130 = -260296.704333
  nChanged 28
		SP:Iteration 12Q (50575.040000 sec): 3 clusters
  Score: Raw -262800.406138 + Penalty 2491.065130 = -260309.341008
  nChanged 20
		SP:Iteration 13Q (50575.220000 sec): 3 clusters
  Score: Raw -262809.558313 + Penalty 2491.065130 = -260318.493183
  nChanged 24
		SP:Iteration 14Q (50575.420000 sec): 3 clusters
  Score: Raw -262823.030388 + Penalty 2491.065130 = -260331.965258
  nChanged 18
		SP:Iteration 15Q (50575.590000 sec): 3 clusters
  Score: Raw -262830.596288 + Penalty 2491.065130 = -260339.531158
  nChanged 15
		SP:Iteration 16Q (50575.770000 sec): 3 clusters
  Score: Raw -262840.418449 + Penalty 2491.065130 = -260349.353319
  nChanged 21
		SP:Iteration 17Q (50575.960000 sec): 3 clusters
  Score: Raw -262854.325435 + Penalty 2491.065130 = -260363.260304
  nChanged 16
		SP:Iteration 18Q (50576.140000 sec): 3 clusters
  Score: Raw -262865.116607 + Penalty 2491.065130 = -260374.051476
  nChanged 16
		SP:Iteration 19Q (50576.350000 sec): 3 clusters
  Score: Raw -262873.609083 + Penalty 2491.065130 = -260382.543952
  nChanged 12
		SP:Iteration 20F (50576.500000 sec): 3 clusters
  Score: Raw -262880.215599 + Penalty 2491.065130 = -260389.150468
  nChanged 10
		SP:Iteration 21Q (50576.680000 sec): 3 clusters
  Score: Raw -262886.408175 + Penalty 2491.065130 = -260395.343045
  nChanged 16
		SP:Iteration 22Q (50576.860000 sec): 3 clusters
  Score: Raw -262897.956621 + Penalty 2491.065130 = -260406.891491
  nChanged 16
		SP:Iteration 23Q (50577.000000 sec): 3 clusters
  Score: Raw -262909.603441 + Penalty 2491.065130 = -260418.538310
  nChanged 25
		SP:Iteration 24Q (50577.180000 sec): 3 clusters
  Score: Raw -262927.397118 + Penalty 2491.065130 = -260436.331987
  nChanged 18
		SP:Iteration 25Q (50577.320000 sec): 3 clusters
  Score: Raw -262938.623221 + Penalty 2491.065130 = -260447.558091
  nChanged 18
		SP:Iteration 26Q (50577.450000 sec): 3 clusters
  Score: Raw -262949.310726 + Penalty 2491.065130 = -260458.245596
  nChanged 12
		SP:Iteration 27Q (50577.660000 sec): 3 clusters
  Score: Raw -262959.348188 + Penalty 2491.065130 = -260468.283058
  nChanged 16
		SP:Iteration 28Q (50577.810000 sec): 3 clusters
  Score: Raw -262968.238339 + Penalty 2491.065130 = -260477.173208
  nChanged 18
		SP:Iteration 29Q (50577.990000 sec): 3 clusters
  Score: Raw -262978.196626 + Penalty 2491.065130 = -260487.131496
  nChanged 10
		SP:Iteration 30Q (50578.150000 sec): 3 clusters
  Score: Raw -262983.587761 + Penalty 2491.065130 = -260492.522631
  nChanged 15
		SP:Iteration 31Q (50578.360000 sec): 3 clusters
  Score: Raw -262991.611699 + Penalty 2491.065130 = -260500.546568
  nChanged 11
		SP:Iteration 32Q (50578.550000 sec): 3 clusters
  Score: Raw -262999.105403 + Penalty 2491.065130 = -260508.040272
  nChanged 8
		SP:Iteration 33Q (50578.700000 sec): 3 clusters
  Score: Raw -263002.979000 + Penalty 2491.065130 = -260511.913869
  nChanged 4
		SP:Iteration 34Q (50578.890000 sec): 3 clusters
  Score: Raw -263004.938821 + Penalty 2491.065130 = -260513.873691
  nChanged 1
		SP:Iteration 35Q (50579.090000 sec): 3 clusters
  Score: Raw -263005.164795 + Penalty 2491.065130 = -260514.099665
  nChanged 0
		SP:Iteration 36F (50579.230000 sec): 3 clusters
  Score: Raw -263005.164795 + Penalty 2491.065130 = -260514.099665
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50579.360000 sec): 2 clusters
  Score: Raw -994119.793302 + Penalty 1467.260924 = -992652.532378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50579.620000 sec): 3 clusters
  Score: Raw -989468.416805 + Penalty 2934.521849 = -986533.894956
  nChanged 3613
		SP:Iteration 1F (50579.840000 sec): 3 clusters
  Score: Raw -991663.034161 + Penalty 2934.521849 = -988728.512312
  nChanged 661
		SP:Iteration 2F (50580.020000 sec): 3 clusters
  Score: Raw -992078.447542 + Penalty 2934.521849 = -989143.925693
  nChanged 564
		SP:Iteration 3F (50580.240000 sec): 3 clusters
  Score: Raw -992419.211789 + Penalty 2934.521849 = -989484.689940
  nChanged 466
		SP:Iteration 4F (50580.450000 sec): 3 clusters
  Score: Raw -992692.958688 + Penalty 2934.521849 = -989758.436839
  nChanged 410
		SP:Iteration 5Q (50580.630000 sec): 3 clusters
  Score: Raw -992932.412990 + Penalty 2934.521849 = -989997.891141
  nChanged 371
		SP:Iteration 6Q (50580.850000 sec): 3 clusters
  Score: Raw -993155.831758 + Penalty 2934.521849 = -990221.309909
  nChanged 338
		SP:Iteration 7Q (50581.070000 sec): 3 clusters
  Score: Raw -993339.869947 + Penalty 2934.521849 = -990405.348098
  nChanged 263
		SP:Iteration 8Q (50581.250000 sec): 3 clusters
  Score: Raw -993457.477885 + Penalty 2934.521849 = -990522.956036
  nChanged 193
		SP:Iteration 9Q (50581.450000 sec): 3 clusters
  Score: Raw -993523.371188 + Penalty 2934.521849 = -990588.849340
  nChanged 151
		SP:Iteration 10Q (50581.640000 sec): 3 clusters
  Score: Raw -993570.377246 + Penalty 2934.521849 = -990635.855398
  nChanged 114
		SP:Iteration 11Q (50581.870000 sec): 3 clusters
  Score: Raw -993604.652182 + Penalty 2934.521849 = -990670.130333
  nChanged 80
		SP:Iteration 12Q (50582.100000 sec): 3 clusters
  Score: Raw -993627.394312 + Penalty 2934.521849 = -990692.872463
  nChanged 64
		SP:Iteration 13Q (50582.300000 sec): 3 clusters
  Score: Raw -993641.903914 + Penalty 2934.521849 = -990707.382065
  nChanged 53
		SP:Iteration 14Q (50582.510000 sec): 3 clusters
  Score: Raw -993654.124344 + Penalty 2934.521849 = -990719.602495
  nChanged 56
		SP:Iteration 15Q (50582.730000 sec): 3 clusters
  Score: Raw -993668.555551 + Penalty 2934.521849 = -990734.033702
  nChanged 56
		SP:Iteration 16Q (50582.960000 sec): 3 clusters
  Score: Raw -993685.202731 + Penalty 2934.521849 = -990750.680882
  nChanged 70
		SP:Iteration 17Q (50583.170000 sec): 3 clusters
  Score: Raw -993700.754712 + Penalty 2934.521849 = -990766.232863
  nChanged 47
		SP:Iteration 18Q (50583.360000 sec): 3 clusters
  Score: Raw -993711.944741 + Penalty 2934.521849 = -990777.422892
  nChanged 45
		SP:Iteration 19Q (50583.570000 sec): 3 clusters
  Score: Raw -993723.504123 + Penalty 2934.521849 = -990788.982274
  nChanged 46
		SP:Iteration 20F (50583.810000 sec): 3 clusters
  Score: Raw -993733.338187 + Penalty 2934.521849 = -990798.816338
  nChanged 41
		SP:Iteration 21Q (50584.020000 sec): 3 clusters
  Score: Raw -993743.241379 + Penalty 2934.521849 = -990808.719530
  nChanged 37
		SP:Iteration 22Q (50584.210000 sec): 3 clusters
  Score: Raw -993754.402866 + Penalty 2934.521849 = -990819.881017
  nChanged 40
		SP:Iteration 23Q (50584.420000 sec): 3 clusters
  Score: Raw -993765.233471 + Penalty 2934.521849 = -990830.711623
  nChanged 51
		SP:Iteration 24Q (50584.630000 sec): 3 clusters
  Score: Raw -993778.066228 + Penalty 2934.521849 = -990843.544379
  nChanged 48
		SP:Iteration 25Q (50584.840000 sec): 3 clusters
  Score: Raw -993793.025451 + Penalty 2934.521849 = -990858.503602
  nChanged 41
		SP:Iteration 26Q (50585.090000 sec): 3 clusters
  Score: Raw -993803.698863 + Penalty 2934.521849 = -990869.177014
  nChanged 46
		SP:Iteration 27Q (50585.270000 sec): 3 clusters
  Score: Raw -993817.777763 + Penalty 2934.521849 = -990883.255914
  nChanged 39
		SP:Iteration 28Q (50585.490000 sec): 3 clusters
  Score: Raw -993831.970185 + Penalty 2934.521849 = -990897.448336
  nChanged 42
		SP:Iteration 29Q (50585.670000 sec): 3 clusters
  Score: Raw -993847.392125 + Penalty 2934.521849 = -990912.870276
  nChanged 45
		SP:Iteration 30Q (50585.910000 sec): 3 clusters
  Score: Raw -993859.889961 + Penalty 2934.521849 = -990925.368112
  nChanged 52
		SP:Iteration 31Q (50586.110000 sec): 3 clusters
  Score: Raw -993873.676711 + Penalty 2934.521849 = -990939.154862
  nChanged 51
		SP:Iteration 32Q (50586.360000 sec): 3 clusters
  Score: Raw -993890.223515 + Penalty 2934.521849 = -990955.701666
  nChanged 48
		SP:Iteration 33Q (50586.540000 sec): 3 clusters
  Score: Raw -993905.835252 + Penalty 2934.521849 = -990971.313404
  nChanged 48
		SP:Iteration 34Q (50586.740000 sec): 3 clusters
  Score: Raw -993918.434298 + Penalty 2934.521849 = -990983.912449
  nChanged 40
		SP:Iteration 35Q (50586.970000 sec): 3 clusters
  Score: Raw -993927.732776 + Penalty 2934.521849 = -990993.210927
  nChanged 33
		SP:Iteration 36Q (50587.190000 sec): 3 clusters
  Score: Raw -993934.646369 + Penalty 2934.521849 = -991000.124520
  nChanged 29
		SP:Iteration 37Q (50587.410000 sec): 3 clusters
  Score: Raw -993942.138987 + Penalty 2934.521849 = -991007.617138
  nChanged 30
		SP:Iteration 38Q (50587.650000 sec): 3 clusters
  Score: Raw -993950.901169 + Penalty 2934.521849 = -991016.379320
  nChanged 32
		SP:Iteration 39Q (50587.850000 sec): 3 clusters
  Score: Raw -993961.666031 + Penalty 2934.521849 = -991027.144182
  nChanged 38
		SP:Iteration 40F (50588.080000 sec): 3 clusters
  Score: Raw -993973.764287 + Penalty 2934.521849 = -991039.242438
  nChanged 46
		SP:Iteration 41Q (50588.280000 sec): 3 clusters
  Score: Raw -993985.973745 + Penalty 2934.521849 = -991051.451896
  nChanged 44
		SP:Iteration 42Q (50588.520000 sec): 3 clusters
  Score: Raw -993997.947206 + Penalty 2934.521849 = -991063.425357
  nChanged 34
		SP:Iteration 43Q (50588.750000 sec): 3 clusters
  Score: Raw -994007.948667 + Penalty 2934.521849 = -991073.426818
  nChanged 38
		SP:Iteration 44Q (50588.930000 sec): 3 clusters
  Score: Raw -994020.887995 + Penalty 2934.521849 = -991086.366146
  nChanged 36
		SP:Iteration 45Q (50589.140000 sec): 3 clusters
  Score: Raw -994030.207395 + Penalty 2934.521849 = -991095.685546
  nChanged 35
		SP:Iteration 46Q (50589.360000 sec): 3 clusters
  Score: Raw -994040.517949 + Penalty 2934.521849 = -991105.996101
  nChanged 39
		SP:Iteration 47Q (50589.560000 sec): 3 clusters
  Score: Raw -994052.220669 + Penalty 2934.521849 = -991117.698820
  nChanged 38
		SP:Iteration 48Q (50589.760000 sec): 3 clusters
  Score: Raw -994067.584335 + Penalty 2934.521849 = -991133.062486
  nChanged 45
		SP:Iteration 49Q (50589.960000 sec): 3 clusters
  Score: Raw -994080.956815 + Penalty 2934.521849 = -991146.434967
  nChanged 39
		SP:Iteration 50Q (50590.140000 sec): 3 clusters
  Score: Raw -994093.091500 + Penalty 2934.521849 = -991158.569651
  nChanged 37
		SP:Iteration 51Q (50590.340000 sec): 3 clusters
  Score: Raw -994105.842044 + Penalty 2934.521849 = -991171.320195
  nChanged 34
		SP:Iteration 52Q (50590.570000 sec): 3 clusters
  Score: Raw -994115.270147 + Penalty 2934.521849 = -991180.748298
  nChanged 30
		SP:Iteration 53Q (50590.820000 sec): 3 clusters
  Score: Raw -994126.552177 + Penalty 2934.521849 = -991192.030328
  nChanged 33
		SP:Iteration 54Q (50590.990000 sec): 3 clusters
  Score: Raw -994141.712071 + Penalty 2934.521849 = -991207.190222
  nChanged 37
		SP:Iteration 55Q (50591.200000 sec): 3 clusters
  Score: Raw -994160.265316 + Penalty 2934.521849 = -991225.743467
  nChanged 40
		SP:Iteration 56Q (50591.390000 sec): 3 clusters
  Score: Raw -994178.216110 + Penalty 2934.521849 = -991243.694262
  nChanged 39
		SP:Iteration 57Q (50591.590000 sec): 3 clusters
  Score: Raw -994196.687290 + Penalty 2934.521849 = -991262.165441
  nChanged 37
		SP:Iteration 58Q (50591.810000 sec): 3 clusters
  Score: Raw -994214.962374 + Penalty 2934.521849 = -991280.440525
  nChanged 42
		SP:Iteration 59Q (50592.030000 sec): 3 clusters
  Score: Raw -994235.628104 + Penalty 2934.521849 = -991301.106255
  nChanged 51
		SP:Iteration 60F (50592.230000 sec): 3 clusters
  Score: Raw -994256.856035 + Penalty 2934.521849 = -991322.334186
  nChanged 53
		SP:Iteration 61Q (50592.470000 sec): 3 clusters
  Score: Raw -994280.075394 + Penalty 2934.521849 = -991345.553545
  nChanged 48
		SP:Iteration 62Q (50592.660000 sec): 3 clusters
  Score: Raw -994301.182091 + Penalty 2934.521849 = -991366.660242
  nChanged 48
		SP:Iteration 63Q (50592.890000 sec): 3 clusters
  Score: Raw -994321.190891 + Penalty 2934.521849 = -991386.669042
  nChanged 51
		SP:Iteration 64Q (50593.050000 sec): 3 clusters
  Score: Raw -994338.237705 + Penalty 2934.521849 = -991403.715856
  nChanged 43
		SP:Iteration 65Q (50593.250000 sec): 3 clusters
  Score: Raw -994360.307124 + Penalty 2934.521849 = -991425.785276
  nChanged 42
		SP:Iteration 66Q (50593.460000 sec): 3 clusters
  Score: Raw -994380.440640 + Penalty 2934.521849 = -991445.918791
  nChanged 46
		SP:Iteration 67Q (50593.650000 sec): 3 clusters
  Score: Raw -994400.045288 + Penalty 2934.521849 = -991465.523439
  nChanged 40
		SP:Iteration 68Q (50593.870000 sec): 3 clusters
  Score: Raw -994425.418255 + Penalty 2934.521849 = -991490.896406
  nChanged 42
		SP:Iteration 69Q (50594.110000 sec): 3 clusters
  Score: Raw -994454.310797 + Penalty 2934.521849 = -991519.788948
  nChanged 37
		SP:Iteration 70Q (50594.290000 sec): 3 clusters
  Score: Raw -994470.580708 + Penalty 2934.521849 = -991536.058859
  nChanged 24
		SP:Iteration 71Q (50594.430000 sec): 3 clusters
  Score: Raw -994478.988891 + Penalty 2934.521849 = -991544.467042
  nChanged 23
		SP:Iteration 72Q (50594.670000 sec): 3 clusters
  Score: Raw -994489.608189 + Penalty 2934.521849 = -991555.086340
  nChanged 21
		SP:Iteration 73Q (50594.830000 sec): 3 clusters
  Score: Raw -994498.883475 + Penalty 2934.521849 = -991564.361626
  nChanged 26
		SP:Iteration 74Q (50595.050000 sec): 3 clusters
  Score: Raw -994509.561514 + Penalty 2934.521849 = -991575.039665
  nChanged 31
		SP:Iteration 75Q (50595.220000 sec): 3 clusters
  Score: Raw -994519.557863 + Penalty 2934.521849 = -991585.036014
  nChanged 19
		SP:Iteration 76Q (50595.440000 sec): 3 clusters
  Score: Raw -994526.977139 + Penalty 2934.521849 = -991592.455290
  nChanged 9
		SP:Iteration 77Q (50595.640000 sec): 3 clusters
  Score: Raw -994529.546058 + Penalty 2934.521849 = -991595.024209
  nChanged 11
		SP:Iteration 78Q (50595.850000 sec): 3 clusters
  Score: Raw -994534.139700 + Penalty 2934.521849 = -991599.617851
  nChanged 20
		SP:Iteration 79Q (50596.050000 sec): 3 clusters
  Score: Raw -994542.473809 + Penalty 2934.521849 = -991607.951960
  nChanged 7
		SP:Iteration 80F (50596.290000 sec): 3 clusters
  Score: Raw -994544.567272 + Penalty 2934.521849 = -991610.045423
  nChanged 5
		SP:Iteration 81Q (50596.490000 sec): 3 clusters
  Score: Raw -994546.115516 + Penalty 2934.521849 = -991611.593667
  nChanged 5
		SP:Iteration 82Q (50596.690000 sec): 3 clusters
  Score: Raw -994547.195696 + Penalty 2934.521849 = -991612.673847
  nChanged 5
		SP:Iteration 83Q (50596.900000 sec): 3 clusters
  Score: Raw -994549.005481 + Penalty 2934.521849 = -991614.483632
  nChanged 4
		SP:Iteration 84Q (50597.100000 sec): 3 clusters
  Score: Raw -994550.519835 + Penalty 2934.521849 = -991615.997986
  nChanged 6
		SP:Iteration 85Q (50597.290000 sec): 3 clusters
  Score: Raw -994552.095036 + Penalty 2934.521849 = -991617.573187
  nChanged 4
		SP:Iteration 86Q (50597.480000 sec): 3 clusters
  Score: Raw -994553.435519 + Penalty 2934.521849 = -991618.913670
  nChanged 4
		SP:Iteration 87Q (50597.670000 sec): 3 clusters
  Score: Raw -994554.169709 + Penalty 2934.521849 = -991619.647860
  nChanged 3
		SP:Iteration 88Q (50597.850000 sec): 3 clusters
  Score: Raw -994554.731867 + Penalty 2934.521849 = -991620.210018
  nChanged 5
		SP:Iteration 89Q (50598.080000 sec): 3 clusters
  Score: Raw -994556.168424 + Penalty 2934.521849 = -991621.646575
  nChanged 2
		SP:Iteration 90Q (50598.320000 sec): 3 clusters
  Score: Raw -994556.469249 + Penalty 2934.521849 = -991621.947400
  nChanged 1
		SP:Iteration 91Q (50598.520000 sec): 3 clusters
  Score: Raw -994556.713556 + Penalty 2934.521849 = -991622.191707
  nChanged 1
		SP:Iteration 92Q (50598.730000 sec): 3 clusters
  Score: Raw -994556.784300 + Penalty 2934.521849 = -991622.262451
  nChanged 0
		SP:Iteration 93F (50598.910000 sec): 3 clusters
  Score: Raw -994556.784300 + Penalty 2934.521849 = -991622.262451
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50599.000000 sec): 2 clusters
  Score: Raw -679921.285699 + Penalty 1405.250437 = -678516.035261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50599.200000 sec): 3 clusters
  Score: Raw -676888.034776 + Penalty 2810.500875 = -674077.533901
  nChanged 2363
		SP:Iteration 1F (50599.380000 sec): 3 clusters
  Score: Raw -678146.715887 + Penalty 2810.500875 = -675336.215012
  nChanged 422
		SP:Iteration 2F (50599.540000 sec): 3 clusters
  Score: Raw -678389.362715 + Penalty 2810.500875 = -675578.861840
  nChanged 338
		SP:Iteration 3F (50599.730000 sec): 3 clusters
  Score: Raw -678610.983176 + Penalty 2810.500875 = -675800.482301
  nChanged 371
		SP:Iteration 4F (50599.910000 sec): 3 clusters
  Score: Raw -678886.954363 + Penalty 2810.500875 = -676076.453488
  nChanged 388
		SP:Iteration 5F (50600.100000 sec): 3 clusters
  Score: Raw -679190.237139 + Penalty 2810.500875 = -676379.736264
  nChanged 345
		SP:Iteration 6F (50600.270000 sec): 3 clusters
  Score: Raw -679477.665684 + Penalty 2810.500875 = -676667.164810
  nChanged 295
		SP:Iteration 7F (50600.440000 sec): 3 clusters
  Score: Raw -679695.475284 + Penalty 2810.500875 = -676884.974410
  nChanged 230
		SP:Iteration 8Q (50600.660000 sec): 3 clusters
  Score: Raw -679835.978529 + Penalty 2810.500875 = -677025.477654
  nChanged 167
		SP:Iteration 9Q (50600.850000 sec): 3 clusters
  Score: Raw -679922.731433 + Penalty 2810.500875 = -677112.230558
  nChanged 149
		SP:Iteration 10Q (50601.030000 sec): 3 clusters
  Score: Raw -679992.519596 + Penalty 2810.500875 = -677182.018721
  nChanged 88
		SP:Iteration 11Q (50601.200000 sec): 3 clusters
  Score: Raw -680026.634740 + Penalty 2810.500875 = -677216.133865
  nChanged 68
		SP:Iteration 12Q (50601.370000 sec): 3 clusters
  Score: Raw -680053.620344 + Penalty 2810.500875 = -677243.119469
  nChanged 56
		SP:Iteration 13Q (50601.560000 sec): 3 clusters
  Score: Raw -680072.589175 + Penalty 2810.500875 = -677262.088301
  nChanged 42
		SP:Iteration 14Q (50601.780000 sec): 3 clusters
  Score: Raw -680084.971351 + Penalty 2810.500875 = -677274.470476
  nChanged 29
		SP:Iteration 15Q (50601.970000 sec): 3 clusters
  Score: Raw -680092.767049 + Penalty 2810.500875 = -677282.266174
  nChanged 19
		SP:Iteration 16Q (50602.150000 sec): 3 clusters
  Score: Raw -680097.698591 + Penalty 2810.500875 = -677287.197717
  nChanged 15
		SP:Iteration 17Q (50602.370000 sec): 3 clusters
  Score: Raw -680102.247379 + Penalty 2810.500875 = -677291.746505
  nChanged 15
		SP:Iteration 18Q (50602.580000 sec): 3 clusters
  Score: Raw -680106.227831 + Penalty 2810.500875 = -677295.726956
  nChanged 11
		SP:Iteration 19Q (50602.750000 sec): 3 clusters
  Score: Raw -680108.846964 + Penalty 2810.500875 = -677298.346089
  nChanged 8
		SP:Iteration 20F (50602.950000 sec): 3 clusters
  Score: Raw -680110.992784 + Penalty 2810.500875 = -677300.491909
  nChanged 6
		SP:Iteration 21Q (50603.120000 sec): 3 clusters
  Score: Raw -680112.317318 + Penalty 2810.500875 = -677301.816443
  nChanged 4
		SP:Iteration 22Q (50603.350000 sec): 3 clusters
  Score: Raw -680112.921608 + Penalty 2810.500875 = -677302.420733
  nChanged 1
		SP:Iteration 23Q (50603.530000 sec): 3 clusters
  Score: Raw -680113.270386 + Penalty 2810.500875 = -677302.769511
  nChanged 3
		SP:Iteration 24Q (50603.720000 sec): 3 clusters
  Score: Raw -680114.006935 + Penalty 2810.500875 = -677303.506060
  nChanged 5
		SP:Iteration 25Q (50603.940000 sec): 3 clusters
  Score: Raw -680114.935528 + Penalty 2810.500875 = -677304.434653
  nChanged 2
		SP:Iteration 26Q (50604.120000 sec): 3 clusters
  Score: Raw -680115.460319 + Penalty 2810.500875 = -677304.959445
  nChanged 4
		SP:Iteration 27Q (50604.310000 sec): 3 clusters
  Score: Raw -680116.151563 + Penalty 2810.500875 = -677305.650688
  nChanged 1
		SP:Iteration 28Q (50604.510000 sec): 3 clusters
  Score: Raw -680116.497116 + Penalty 2810.500875 = -677305.996241
  nChanged 3
		SP:Iteration 29Q (50604.690000 sec): 3 clusters
  Score: Raw -680117.309591 + Penalty 2810.500875 = -677306.808717
  nChanged 3
		SP:Iteration 30Q (50604.890000 sec): 3 clusters
  Score: Raw -680117.877471 + Penalty 2810.500875 = -677307.376596
  nChanged 3
		SP:Iteration 31Q (50605.070000 sec): 3 clusters
  Score: Raw -680118.201856 + Penalty 2810.500875 = -677307.700981
  nChanged 2
		SP:Iteration 32Q (50605.300000 sec): 3 clusters
  Score: Raw -680118.551584 + Penalty 2810.500875 = -677308.050709
  nChanged 3
		SP:Iteration 33Q (50605.490000 sec): 3 clusters
  Score: Raw -680119.140412 + Penalty 2810.500875 = -677308.639537
  nChanged 1
		SP:Iteration 34Q (50605.730000 sec): 3 clusters
  Score: Raw -680119.250563 + Penalty 2810.500875 = -677308.749688
  nChanged 0
		SP:Iteration 35F (50605.900000 sec): 3 clusters
  Score: Raw -680119.250563 + Penalty 2810.500875 = -677308.749688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50606.160000 sec): 2 clusters
  Score: Raw -3605083.483813 + Penalty 1683.833286 = -3603399.650527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50606.510000 sec): 3 clusters
  Score: Raw -3585579.438904 + Penalty 3367.666572 = -3582211.772332
  nChanged 14633
		SP:Iteration 1F (50606.820000 sec): 3 clusters
  Score: Raw -3593958.875364 + Penalty 3367.666572 = -3590591.208792
  nChanged 1781
		SP:Iteration 2F (50607.130000 sec): 3 clusters
  Score: Raw -3594766.452719 + Penalty 3367.666572 = -3591398.786146
  nChanged 1786
		SP:Iteration 3F (50607.450000 sec): 3 clusters
  Score: Raw -3595571.422179 + Penalty 3367.666572 = -3592203.755607
  nChanged 1703
		SP:Iteration 4F (50607.770000 sec): 3 clusters
  Score: Raw -3596380.907116 + Penalty 3367.666572 = -3593013.240544
  nChanged 1653
		SP:Iteration 5F (50608.050000 sec): 3 clusters
  Score: Raw -3597199.303342 + Penalty 3367.666572 = -3593831.636770
  nChanged 1566
		SP:Iteration 6Q (50608.380000 sec): 3 clusters
  Score: Raw -3598049.984178 + Penalty 3367.666572 = -3594682.317606
  nChanged 1590
		SP:Iteration 7F (50608.690000 sec): 3 clusters
  Score: Raw -3598905.877097 + Penalty 3367.666572 = -3595538.210525
  nChanged 1486
		SP:Iteration 8Q (50609.020000 sec): 3 clusters
  Score: Raw -3599684.335485 + Penalty 3367.666572 = -3596316.668912
  nChanged 1336
		SP:Iteration 9Q (50609.350000 sec): 3 clusters
  Score: Raw -3600378.010454 + Penalty 3367.666572 = -3597010.343881
  nChanged 1200
		SP:Iteration 10Q (50609.630000 sec): 3 clusters
  Score: Raw -3600940.845896 + Penalty 3367.666572 = -3597573.179324
  nChanged 1058
		SP:Iteration 11Q (50609.990000 sec): 3 clusters
  Score: Raw -3601375.906435 + Penalty 3367.666572 = -3598008.239862
  nChanged 782
		SP:Iteration 12Q (50610.300000 sec): 3 clusters
  Score: Raw -3601638.493258 + Penalty 3367.666572 = -3598270.826686
  nChanged 652
		SP:Iteration 13Q (50610.610000 sec): 3 clusters
  Score: Raw -3601821.194754 + Penalty 3367.666572 = -3598453.528182
  nChanged 519
		SP:Iteration 14Q (50610.910000 sec): 3 clusters
  Score: Raw -3601943.645427 + Penalty 3367.666572 = -3598575.978855
  nChanged 425
		SP:Iteration 15Q (50611.260000 sec): 3 clusters
  Score: Raw -3602035.271866 + Penalty 3367.666572 = -3598667.605294
  nChanged 351
		SP:Iteration 16Q (50611.540000 sec): 3 clusters
  Score: Raw -3602110.679516 + Penalty 3367.666572 = -3598743.012944
  nChanged 329
		SP:Iteration 17Q (50611.870000 sec): 3 clusters
  Score: Raw -3602186.768142 + Penalty 3367.666572 = -3598819.101569
  nChanged 315
		SP:Iteration 18Q (50612.190000 sec): 3 clusters
  Score: Raw -3602249.973051 + Penalty 3367.666572 = -3598882.306479
  nChanged 278
		SP:Iteration 19Q (50612.520000 sec): 3 clusters
  Score: Raw -3602297.713259 + Penalty 3367.666572 = -3598930.046687
  nChanged 266
		SP:Iteration 20F (50612.840000 sec): 3 clusters
  Score: Raw -3602342.174958 + Penalty 3367.666572 = -3598974.508386
  nChanged 259
		SP:Iteration 21Q (50613.160000 sec): 3 clusters
  Score: Raw -3602388.669558 + Penalty 3367.666572 = -3599021.002986
  nChanged 275
		SP:Iteration 22Q (50613.500000 sec): 3 clusters
  Score: Raw -3602445.885406 + Penalty 3367.666572 = -3599078.218834
  nChanged 310
		SP:Iteration 23Q (50613.840000 sec): 3 clusters
  Score: Raw -3602517.183428 + Penalty 3367.666572 = -3599149.516856
  nChanged 316
		SP:Iteration 24Q (50614.170000 sec): 3 clusters
  Score: Raw -3602593.350634 + Penalty 3367.666572 = -3599225.684061
  nChanged 328
		SP:Iteration 25Q (50614.540000 sec): 3 clusters
  Score: Raw -3602669.834729 + Penalty 3367.666572 = -3599302.168157
  nChanged 342
		SP:Iteration 26Q (50614.870000 sec): 3 clusters
  Score: Raw -3602750.365062 + Penalty 3367.666572 = -3599382.698490
  nChanged 342
		SP:Iteration 27Q (50615.240000 sec): 3 clusters
  Score: Raw -3602831.224736 + Penalty 3367.666572 = -3599463.558164
  nChanged 342
		SP:Iteration 28Q (50615.580000 sec): 3 clusters
  Score: Raw -3602919.767910 + Penalty 3367.666572 = -3599552.101337
  nChanged 351
		SP:Iteration 29Q (50615.890000 sec): 3 clusters
  Score: Raw -3603005.907522 + Penalty 3367.666572 = -3599638.240949
  nChanged 349
		SP:Iteration 30Q (50616.200000 sec): 3 clusters
  Score: Raw -3603093.808441 + Penalty 3367.666572 = -3599726.141869
  nChanged 367
		SP:Iteration 31Q (50616.560000 sec): 3 clusters
  Score: Raw -3603193.750056 + Penalty 3367.666572 = -3599826.083483
  nChanged 383
		SP:Iteration 32Q (50616.870000 sec): 3 clusters
  Score: Raw -3603304.667853 + Penalty 3367.666572 = -3599937.001281
  nChanged 402
		SP:Iteration 33Q (50617.230000 sec): 3 clusters
  Score: Raw -3603427.105397 + Penalty 3367.666572 = -3600059.438824
  nChanged 402
		SP:Iteration 34Q (50617.550000 sec): 3 clusters
  Score: Raw -3603555.104930 + Penalty 3367.666572 = -3600187.438357
  nChanged 421
		SP:Iteration 35Q (50617.890000 sec): 3 clusters
  Score: Raw -3603709.410741 + Penalty 3367.666572 = -3600341.744169
  nChanged 424
		SP:Iteration 36Q (50618.230000 sec): 3 clusters
  Score: Raw -3603875.421278 + Penalty 3367.666572 = -3600507.754706
  nChanged 455
		SP:Iteration 37Q (50618.550000 sec): 3 clusters
  Score: Raw -3604054.977059 + Penalty 3367.666572 = -3600687.310487
  nChanged 467
		SP:Iteration 38Q (50618.890000 sec): 3 clusters
  Score: Raw -3604238.826536 + Penalty 3367.666572 = -3600871.159964
  nChanged 446
		SP:Iteration 39Q (50619.210000 sec): 3 clusters
  Score: Raw -3604409.535412 + Penalty 3367.666572 = -3601041.868840
  nChanged 450
		SP:Iteration 40F (50619.510000 sec): 3 clusters
  Score: Raw -3604591.153933 + Penalty 3367.666572 = -3601223.487361
  nChanged 424
		SP:Iteration 41Q (50619.840000 sec): 3 clusters
  Score: Raw -3604775.156242 + Penalty 3367.666572 = -3601407.489670
  nChanged 412
		SP:Iteration 42Q (50620.130000 sec): 3 clusters
  Score: Raw -3604954.278520 + Penalty 3367.666572 = -3601586.611947
  nChanged 399
		SP:Iteration 43Q (50620.450000 sec): 3 clusters
  Score: Raw -3605135.038878 + Penalty 3367.666572 = -3601767.372306
  nChanged 379
		SP:Iteration 44Q (50620.770000 sec): 3 clusters
  Score: Raw -3605312.807783 + Penalty 3367.666572 = -3601945.141211
  nChanged 343
		SP:Iteration 45Q (50621.100000 sec): 3 clusters
  Score: Raw -3605471.830101 + Penalty 3367.666572 = -3602104.163529
  nChanged 321
		SP:Iteration 46Q (50621.440000 sec): 3 clusters
  Score: Raw -3605622.088425 + Penalty 3367.666572 = -3602254.421853
  nChanged 306
		SP:Iteration 47Q (50621.750000 sec): 3 clusters
  Score: Raw -3605765.386599 + Penalty 3367.666572 = -3602397.720027
  nChanged 293
		SP:Iteration 48Q (50622.040000 sec): 3 clusters
  Score: Raw -3605893.426220 + Penalty 3367.666572 = -3602525.759648
  nChanged 266
		SP:Iteration 49Q (50622.390000 sec): 3 clusters
  Score: Raw -3606002.817531 + Penalty 3367.666572 = -3602635.150959
  nChanged 227
		SP:Iteration 50Q (50622.690000 sec): 3 clusters
  Score: Raw -3606082.533580 + Penalty 3367.666572 = -3602714.867008
  nChanged 169
		SP:Iteration 51Q (50623.000000 sec): 3 clusters
  Score: Raw -3606134.385585 + Penalty 3367.666572 = -3602766.719012
  nChanged 135
		SP:Iteration 52Q (50623.320000 sec): 3 clusters
  Score: Raw -3606171.057437 + Penalty 3367.666572 = -3602803.390865
  nChanged 100
		SP:Iteration 53Q (50623.600000 sec): 3 clusters
  Score: Raw -3606201.241749 + Penalty 3367.666572 = -3602833.575177
  nChanged 90
		SP:Iteration 54Q (50623.900000 sec): 3 clusters
  Score: Raw -3606227.580241 + Penalty 3367.666572 = -3602859.913668
  nChanged 73
		SP:Iteration 55Q (50624.240000 sec): 3 clusters
  Score: Raw -3606246.384236 + Penalty 3367.666572 = -3602878.717664
  nChanged 59
		SP:Iteration 56Q (50624.510000 sec): 3 clusters
  Score: Raw -3606260.732160 + Penalty 3367.666572 = -3602893.065588
  nChanged 55
		SP:Iteration 57Q (50624.830000 sec): 3 clusters
  Score: Raw -3606273.299019 + Penalty 3367.666572 = -3602905.632446
  nChanged 47
		SP:Iteration 58Q (50625.150000 sec): 3 clusters
  Score: Raw -3606283.677909 + Penalty 3367.666572 = -3602916.011336
  nChanged 41
		SP:Iteration 59Q (50625.470000 sec): 3 clusters
  Score: Raw -3606291.174053 + Penalty 3367.666572 = -3602923.507481
  nChanged 31
		SP:Iteration 60F (50625.730000 sec): 3 clusters
  Score: Raw -3606297.594173 + Penalty 3367.666572 = -3602929.927601
  nChanged 28
		SP:Iteration 61Q (50626.010000 sec): 3 clusters
  Score: Raw -3606304.680628 + Penalty 3367.666572 = -3602937.014056
  nChanged 27
		SP:Iteration 62Q (50626.320000 sec): 3 clusters
  Score: Raw -3606309.393507 + Penalty 3367.666572 = -3602941.726935
  nChanged 26
		SP:Iteration 63Q (50626.650000 sec): 3 clusters
  Score: Raw -3606313.731839 + Penalty 3367.666572 = -3602946.065267
  nChanged 29
		SP:Iteration 64Q (50626.990000 sec): 3 clusters
  Score: Raw -3606319.938359 + Penalty 3367.666572 = -3602952.271787
  nChanged 21
		SP:Iteration 65Q (50627.300000 sec): 3 clusters
  Score: Raw -3606323.308574 + Penalty 3367.666572 = -3602955.642001
  nChanged 15
		SP:Iteration 66Q (50627.620000 sec): 3 clusters
  Score: Raw -3606325.558827 + Penalty 3367.666572 = -3602957.892255
  nChanged 14
		SP:Iteration 67Q (50627.930000 sec): 3 clusters
  Score: Raw -3606328.033569 + Penalty 3367.666572 = -3602960.366997
  nChanged 18
		SP:Iteration 68Q (50628.240000 sec): 3 clusters
  Score: Raw -3606330.036804 + Penalty 3367.666572 = -3602962.370231
  nChanged 10
		SP:Iteration 69Q (50628.530000 sec): 3 clusters
  Score: Raw -3606331.439647 + Penalty 3367.666572 = -3602963.773075
  nChanged 5
		SP:Iteration 70Q (50628.840000 sec): 3 clusters
  Score: Raw -3606332.083153 + Penalty 3367.666572 = -3602964.416581
  nChanged 7
		SP:Iteration 71Q (50629.110000 sec): 3 clusters
  Score: Raw -3606332.774235 + Penalty 3367.666572 = -3602965.107663
  nChanged 6
		SP:Iteration 72Q (50629.420000 sec): 3 clusters
  Score: Raw -3606333.378950 + Penalty 3367.666572 = -3602965.712378
  nChanged 4
		SP:Iteration 73Q (50629.720000 sec): 3 clusters
  Score: Raw -3606333.769071 + Penalty 3367.666572 = -3602966.102499
  nChanged 5
		SP:Iteration 74Q (50630.010000 sec): 3 clusters
  Score: Raw -3606334.645912 + Penalty 3367.666572 = -3602966.979340
  nChanged 2
		SP:Iteration 75Q (50630.320000 sec): 3 clusters
  Score: Raw -3606334.935304 + Penalty 3367.666572 = -3602967.268732
  nChanged 2
		SP:Iteration 76Q (50630.630000 sec): 3 clusters
  Score: Raw -3606335.107606 + Penalty 3367.666572 = -3602967.441034
  nChanged 1
		SP:Iteration 77Q (50630.960000 sec): 3 clusters
  Score: Raw -3606335.208215 + Penalty 3367.666572 = -3602967.541643
  nChanged 1
		SP:Iteration 78Q (50631.250000 sec): 3 clusters
  Score: Raw -3606335.279573 + Penalty 3367.666572 = -3602967.613000
  nChanged 1
		SP:Iteration 79Q (50631.600000 sec): 3 clusters
  Score: Raw -3606335.352960 + Penalty 3367.666572 = -3602967.686387
  nChanged 0
		SP:Iteration 80F (50631.890000 sec): 3 clusters
  Score: Raw -3606335.352960 + Penalty 3367.666572 = -3602967.686387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50632.010000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50632.190000 sec): 3 clusters
  Score: Raw -26760.336629 + Penalty 1790.551209 = -24969.785420
  nChanged 39
		SP:Iteration 1F (50632.370000 sec): 3 clusters
  Score: Raw -26871.331960 + Penalty 1790.551209 = -25080.780750
  nChanged 11
		SP:Iteration 2Q (50632.570000 sec): 3 clusters
  Score: Raw -26913.066373 + Penalty 1790.551209 = -25122.515163
  nChanged 6
		SP:Iteration 3Q (50632.690000 sec): 3 clusters
  Score: Raw -26927.431717 + Penalty 1790.551209 = -25136.880508
  nChanged 2
		SP:Iteration 4Q (50632.870000 sec): 3 clusters
  Score: Raw -26932.456667 + Penalty 1790.551209 = -25141.905458
  nChanged 2
		SP:Iteration 5Q (50633.060000 sec): 3 clusters
  Score: Raw -26935.766455 + Penalty 1790.551209 = -25145.215246
  nChanged 0
		SP:Iteration 6F (50633.250000 sec): 3 clusters
  Score: Raw -26935.766455 + Penalty 1790.551209 = -25145.215246
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50633.360000 sec): 2 clusters
  Score: Raw -203073.089171 + Penalty 1208.450306 = -201864.638866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50633.520000 sec): 3 clusters
  Score: Raw -202356.259791 + Penalty 2416.900611 = -199939.359180
  nChanged 608
		SP:Iteration 1F (50633.660000 sec): 3 clusters
  Score: Raw -202769.768983 + Penalty 2416.900611 = -200352.868372
  nChanged 131
		SP:Iteration 2F (50633.830000 sec): 3 clusters
  Score: Raw -202872.396907 + Penalty 2416.900611 = -200455.496296
  nChanged 89
		SP:Iteration 3F (50633.970000 sec): 3 clusters
  Score: Raw -202936.730695 + Penalty 2416.900611 = -200519.830083
  nChanged 58
		SP:Iteration 4Q (50634.150000 sec): 3 clusters
  Score: Raw -202976.065975 + Penalty 2416.900611 = -200559.165364
  nChanged 41
		SP:Iteration 5Q (50634.330000 sec): 3 clusters
  Score: Raw -203007.686140 + Penalty 2416.900611 = -200590.785529
  nChanged 30
		SP:Iteration 6Q (50634.490000 sec): 3 clusters
  Score: Raw -203028.384526 + Penalty 2416.900611 = -200611.483915
  nChanged 28
		SP:Iteration 7Q (50634.720000 sec): 3 clusters
  Score: Raw -203047.485100 + Penalty 2416.900611 = -200630.584488
  nChanged 20
		SP:Iteration 8Q (50634.890000 sec): 3 clusters
  Score: Raw -203056.816092 + Penalty 2416.900611 = -200639.915481
  nChanged 10
		SP:Iteration 9Q (50635.050000 sec): 3 clusters
  Score: Raw -203060.153557 + Penalty 2416.900611 = -200643.252946
  nChanged 3
		SP:Iteration 10Q (50635.260000 sec): 3 clusters
  Score: Raw -203060.977906 + Penalty 2416.900611 = -200644.077295
  nChanged 1
		SP:Iteration 11Q (50635.420000 sec): 3 clusters
  Score: Raw -203061.926571 + Penalty 2416.900611 = -200645.025960
  nChanged 3
		SP:Iteration 12Q (50635.630000 sec): 3 clusters
  Score: Raw -203063.723494 + Penalty 2416.900611 = -200646.822883
  nChanged 1
		SP:Iteration 13Q (50635.750000 sec): 3 clusters
  Score: Raw -203063.957644 + Penalty 2416.900611 = -200647.057032
  nChanged 0
		SP:Iteration 14F (50635.950000 sec): 3 clusters
  Score: Raw -203063.957644 + Penalty 2416.900611 = -200647.057032
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50636.010000 sec): 2 clusters
  Score: Raw -296258.331057 + Penalty 1276.463013 = -294981.868044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50636.200000 sec): 3 clusters
  Score: Raw -295105.200406 + Penalty 2552.926027 = -292552.274379
  nChanged 945
		SP:Iteration 1F (50636.350000 sec): 3 clusters
  Score: Raw -295770.154086 + Penalty 2552.926027 = -293217.228059
  nChanged 224
		SP:Iteration 2F (50636.560000 sec): 3 clusters
  Score: Raw -295983.576334 + Penalty 2552.926027 = -293430.650307
  nChanged 165
		SP:Iteration 3F (50636.690000 sec): 3 clusters
  Score: Raw -296170.565903 + Penalty 2552.926027 = -293617.639876
  nChanged 157
		SP:Iteration 4F (50636.850000 sec): 3 clusters
  Score: Raw -296323.389299 + Penalty 2552.926027 = -293770.463272
  nChanged 133
		SP:Iteration 5F (50637.020000 sec): 3 clusters
  Score: Raw -296452.830479 + Penalty 2552.926027 = -293899.904453
  nChanged 114
		SP:Iteration 6Q (50637.170000 sec): 3 clusters
  Score: Raw -296569.686313 + Penalty 2552.926027 = -294016.760287
  nChanged 98
		SP:Iteration 7Q (50637.340000 sec): 3 clusters
  Score: Raw -296669.569623 + Penalty 2552.926027 = -294116.643596
  nChanged 71
		SP:Iteration 8Q (50637.560000 sec): 3 clusters
  Score: Raw -296736.332465 + Penalty 2552.926027 = -294183.406438
  nChanged 62
		SP:Iteration 9Q (50637.750000 sec): 3 clusters
  Score: Raw -296798.292535 + Penalty 2552.926027 = -294245.366508
  nChanged 62
		SP:Iteration 10Q (50637.930000 sec): 3 clusters
  Score: Raw -296855.685319 + Penalty 2552.926027 = -294302.759292
  nChanged 51
		SP:Iteration 11Q (50638.100000 sec): 3 clusters
  Score: Raw -296890.697166 + Penalty 2552.926027 = -294337.771139
  nChanged 32
		SP:Iteration 12Q (50638.270000 sec): 3 clusters
  Score: Raw -296907.160283 + Penalty 2552.926027 = -294354.234256
  nChanged 14
		SP:Iteration 13Q (50638.430000 sec): 3 clusters
  Score: Raw -296916.150202 + Penalty 2552.926027 = -294363.224175
  nChanged 15
		SP:Iteration 14Q (50638.620000 sec): 3 clusters
  Score: Raw -296923.968275 + Penalty 2552.926027 = -294371.042248
  nChanged 11
		SP:Iteration 15Q (50638.790000 sec): 3 clusters
  Score: Raw -296928.130136 + Penalty 2552.926027 = -294375.204109
  nChanged 4
		SP:Iteration 16Q (50639.000000 sec): 3 clusters
  Score: Raw -296929.987091 + Penalty 2552.926027 = -294377.061064
  nChanged 7
		SP:Iteration 17Q (50639.190000 sec): 3 clusters
  Score: Raw -296934.208216 + Penalty 2552.926027 = -294381.282189
  nChanged 8
		SP:Iteration 18Q (50639.370000 sec): 3 clusters
  Score: Raw -296937.952514 + Penalty 2552.926027 = -294385.026487
  nChanged 5
		SP:Iteration 19Q (50639.580000 sec): 3 clusters
  Score: Raw -296941.765232 + Penalty 2552.926027 = -294388.839205
  nChanged 7
		SP:Iteration 20F (50639.730000 sec): 3 clusters
  Score: Raw -296945.729783 + Penalty 2552.926027 = -294392.803756
  nChanged 3
		SP:Iteration 21Q (50639.900000 sec): 3 clusters
  Score: Raw -296947.200031 + Penalty 2552.926027 = -294394.274004
  nChanged 2
		SP:Iteration 22Q (50640.120000 sec): 3 clusters
  Score: Raw -296948.409694 + Penalty 2552.926027 = -294395.483667
  nChanged 4
		SP:Iteration 23Q (50640.250000 sec): 3 clusters
  Score: Raw -296949.375103 + Penalty 2552.926027 = -294396.449076
  nChanged 1
		SP:Iteration 24Q (50640.400000 sec): 3 clusters
  Score: Raw -296949.522994 + Penalty 2552.926027 = -294396.596967
  nChanged 3
		SP:Iteration 25Q (50640.550000 sec): 3 clusters
  Score: Raw -296950.553799 + Penalty 2552.926027 = -294397.627773
  nChanged 2
		SP:Iteration 26Q (50640.710000 sec): 3 clusters
  Score: Raw -296951.072513 + Penalty 2552.926027 = -294398.146486
  nChanged 4
		SP:Iteration 27Q (50640.890000 sec): 3 clusters
  Score: Raw -296952.714817 + Penalty 2552.926027 = -294399.788790
  nChanged 3
		SP:Iteration 28Q (50641.080000 sec): 3 clusters
  Score: Raw -296953.921919 + Penalty 2552.926027 = -294400.995893
  nChanged 4
		SP:Iteration 29Q (50641.280000 sec): 3 clusters
  Score: Raw -296954.997113 + Penalty 2552.926027 = -294402.071086
  nChanged 4
		SP:Iteration 30Q (50641.460000 sec): 3 clusters
  Score: Raw -296956.253467 + Penalty 2552.926027 = -294403.327440
  nChanged 1
		SP:Iteration 31Q (50641.640000 sec): 3 clusters
  Score: Raw -296956.622430 + Penalty 2552.926027 = -294403.696403
  nChanged 2
		SP:Iteration 32Q (50641.820000 sec): 3 clusters
  Score: Raw -296957.234710 + Penalty 2552.926027 = -294404.308683
  nChanged 1
		SP:Iteration 33Q (50641.990000 sec): 3 clusters
  Score: Raw -296957.715685 + Penalty 2552.926027 = -294404.789658
  nChanged 3
		SP:Iteration 34Q (50642.180000 sec): 3 clusters
  Score: Raw -296958.909092 + Penalty 2552.926027 = -294405.983065
  nChanged 2
		SP:Iteration 35Q (50642.360000 sec): 3 clusters
  Score: Raw -296959.459840 + Penalty 2552.926027 = -294406.533813
  nChanged 2
		SP:Iteration 36Q (50642.550000 sec): 3 clusters
  Score: Raw -296960.281382 + Penalty 2552.926027 = -294407.355355
  nChanged 2
		SP:Iteration 37Q (50642.700000 sec): 3 clusters
  Score: Raw -296961.017523 + Penalty 2552.926027 = -294408.091497
  nChanged 1
		SP:Iteration 38Q (50642.910000 sec): 3 clusters
  Score: Raw -296961.139734 + Penalty 2552.926027 = -294408.213707
  nChanged 0
		SP:Iteration 39F (50643.090000 sec): 3 clusters
  Score: Raw -296961.139734 + Penalty 2552.926027 = -294408.213707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50643.230000 sec): 2 clusters
  Score: Raw -604832.804173 + Penalty 1384.854369 = -603447.949804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50643.400000 sec): 3 clusters
  Score: Raw -602286.138178 + Penalty 2769.708738 = -599516.429439
  nChanged 1996
		SP:Iteration 1F (50643.590000 sec): 3 clusters
  Score: Raw -603354.472954 + Penalty 2769.708738 = -600584.764215
  nChanged 383
		SP:Iteration 2F (50643.780000 sec): 3 clusters
  Score: Raw -603569.568378 + Penalty 2769.708738 = -600799.859640
  nChanged 315
		SP:Iteration 3F (50643.990000 sec): 3 clusters
  Score: Raw -603766.776163 + Penalty 2769.708738 = -600997.067425
  nChanged 272
		SP:Iteration 4F (50644.150000 sec): 3 clusters
  Score: Raw -603926.262701 + Penalty 2769.708738 = -601156.553963
  nChanged 229
		SP:Iteration 5Q (50644.340000 sec): 3 clusters
  Score: Raw -604076.052404 + Penalty 2769.708738 = -601306.343666
  nChanged 254
		SP:Iteration 6F (50644.540000 sec): 3 clusters
  Score: Raw -604248.602320 + Penalty 2769.708738 = -601478.893582
  nChanged 237
		SP:Iteration 7Q (50644.690000 sec): 3 clusters
  Score: Raw -604400.417492 + Penalty 2769.708738 = -601630.708754
  nChanged 194
		SP:Iteration 8Q (50644.930000 sec): 3 clusters
  Score: Raw -604513.089773 + Penalty 2769.708738 = -601743.381035
  nChanged 181
		SP:Iteration 9Q (50645.120000 sec): 3 clusters
  Score: Raw -604619.115030 + Penalty 2769.708738 = -601849.406292
  nChanged 149
		SP:Iteration 10Q (50645.310000 sec): 3 clusters
  Score: Raw -604686.828137 + Penalty 2769.708738 = -601917.119399
  nChanged 100
		SP:Iteration 11Q (50645.510000 sec): 3 clusters
  Score: Raw -604728.597494 + Penalty 2769.708738 = -601958.888756
  nChanged 87
		SP:Iteration 12Q (50645.700000 sec): 3 clusters
  Score: Raw -604768.453457 + Penalty 2769.708738 = -601998.744719
  nChanged 78
		SP:Iteration 13Q (50645.890000 sec): 3 clusters
  Score: Raw -604794.511783 + Penalty 2769.708738 = -602024.803044
  nChanged 56
		SP:Iteration 14Q (50646.080000 sec): 3 clusters
  Score: Raw -604814.558041 + Penalty 2769.708738 = -602044.849303
  nChanged 49
		SP:Iteration 15Q (50646.260000 sec): 3 clusters
  Score: Raw -604830.303339 + Penalty 2769.708738 = -602060.594601
  nChanged 33
		SP:Iteration 16Q (50646.460000 sec): 3 clusters
  Score: Raw -604840.335864 + Penalty 2769.708738 = -602070.627126
  nChanged 27
		SP:Iteration 17Q (50646.640000 sec): 3 clusters
  Score: Raw -604847.899725 + Penalty 2769.708738 = -602078.190987
  nChanged 21
		SP:Iteration 18Q (50646.850000 sec): 3 clusters
  Score: Raw -604853.315959 + Penalty 2769.708738 = -602083.607220
  nChanged 17
		SP:Iteration 19Q (50647.010000 sec): 3 clusters
  Score: Raw -604858.169677 + Penalty 2769.708738 = -602088.460939
  nChanged 18
		SP:Iteration 20F (50647.210000 sec): 3 clusters
  Score: Raw -604862.518192 + Penalty 2769.708738 = -602092.809454
  nChanged 15
		SP:Iteration 21Q (50647.380000 sec): 3 clusters
  Score: Raw -604865.734782 + Penalty 2769.708738 = -602096.026044
  nChanged 16
		SP:Iteration 22Q (50647.590000 sec): 3 clusters
  Score: Raw -604869.643732 + Penalty 2769.708738 = -602099.934994
  nChanged 12
		SP:Iteration 23Q (50647.720000 sec): 3 clusters
  Score: Raw -604873.184869 + Penalty 2769.708738 = -602103.476131
  nChanged 12
		SP:Iteration 24Q (50647.900000 sec): 3 clusters
  Score: Raw -604876.124887 + Penalty 2769.708738 = -602106.416149
  nChanged 5
		SP:Iteration 25Q (50648.050000 sec): 3 clusters
  Score: Raw -604877.231196 + Penalty 2769.708738 = -602107.522458
  nChanged 6
		SP:Iteration 26Q (50648.270000 sec): 3 clusters
  Score: Raw -604878.664018 + Penalty 2769.708738 = -602108.955280
  nChanged 6
		SP:Iteration 27Q (50648.470000 sec): 3 clusters
  Score: Raw -604879.756041 + Penalty 2769.708738 = -602110.047303
  nChanged 2
		SP:Iteration 28Q (50648.660000 sec): 3 clusters
  Score: Raw -604880.114228 + Penalty 2769.708738 = -602110.405490
  nChanged 1
		SP:Iteration 29Q (50648.870000 sec): 3 clusters
  Score: Raw -604880.306328 + Penalty 2769.708738 = -602110.597590
  nChanged 1
		SP:Iteration 30Q (50649.050000 sec): 3 clusters
  Score: Raw -604880.474370 + Penalty 2769.708738 = -602110.765632
  nChanged 0
		SP:Iteration 31F (50649.250000 sec): 3 clusters
  Score: Raw -604880.474370 + Penalty 2769.708738 = -602110.765632
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50649.330000 sec): 2 clusters
  Score: Raw -68941.775917 + Penalty 1028.579647 = -67913.196270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50649.520000 sec): 3 clusters
  Score: Raw -68834.816939 + Penalty 2057.159294 = -66777.657645
  nChanged 133
		SP:Iteration 1F (50649.690000 sec): 3 clusters
  Score: Raw -69021.001911 + Penalty 2057.159294 = -66963.842616
  nChanged 35
		SP:Iteration 2F (50649.870000 sec): 3 clusters
  Score: Raw -69070.058618 + Penalty 2057.159294 = -67012.899324
  nChanged 12
		SP:Iteration 3Q (50650.050000 sec): 3 clusters
  Score: Raw -69084.827771 + Penalty 2057.159294 = -67027.668476
  nChanged 9
		SP:Iteration 4Q (50650.220000 sec): 3 clusters
  Score: Raw -69093.197399 + Penalty 2057.159294 = -67036.038105
  nChanged 7
		SP:Iteration 5Q (50650.390000 sec): 3 clusters
  Score: Raw -69101.458610 + Penalty 2057.159294 = -67044.299315
  nChanged 4
		SP:Iteration 6Q (50650.550000 sec): 3 clusters
  Score: Raw -69107.772541 + Penalty 2057.159294 = -67050.613247
  nChanged 1
		SP:Iteration 7Q (50650.760000 sec): 3 clusters
  Score: Raw -69108.711494 + Penalty 2057.159294 = -67051.552200
  nChanged 0
		SP:Iteration 8F (50650.930000 sec): 3 clusters
  Score: Raw -69108.711494 + Penalty 2057.159294 = -67051.552200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50651.040000 sec): 2 clusters
  Score: Raw -51454.669671 + Penalty 1019.035620 = -50435.634051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50651.200000 sec): 3 clusters
  Score: Raw -51388.593296 + Penalty 2038.071240 = -49350.522055
  nChanged 131
		SP:Iteration 1F (50651.410000 sec): 3 clusters
  Score: Raw -51586.954984 + Penalty 2038.071240 = -49548.883743
  nChanged 34
		SP:Iteration 2F (50651.540000 sec): 3 clusters
  Score: Raw -51667.262428 + Penalty 2038.071240 = -49629.191188
  nChanged 22
		SP:Iteration 3Q (50651.730000 sec): 3 clusters
  Score: Raw -51707.592340 + Penalty 2038.071240 = -49669.521100
  nChanged 11
		SP:Iteration 4Q (50651.930000 sec): 3 clusters
  Score: Raw -51722.180283 + Penalty 2038.071240 = -49684.109043
  nChanged 7
		SP:Iteration 5Q (50652.060000 sec): 3 clusters
  Score: Raw -51734.160322 + Penalty 2038.071240 = -49696.089082
  nChanged 7
		SP:Iteration 6Q (50652.240000 sec): 3 clusters
  Score: Raw -51749.102122 + Penalty 2038.071240 = -49711.030881
  nChanged 4
		SP:Iteration 7Q (50652.410000 sec): 3 clusters
  Score: Raw -51752.250716 + Penalty 2038.071240 = -49714.179476
  nChanged 2
		SP:Iteration 8Q (50652.580000 sec): 3 clusters
  Score: Raw -51753.383663 + Penalty 2038.071240 = -49715.312422
  nChanged 0
		SP:Iteration 9F (50652.760000 sec): 3 clusters
  Score: Raw -51753.383663 + Penalty 2038.071240 = -49715.312422
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50652.870000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50653.050000 sec): 3 clusters
  Score: Raw -147237.816342 + Penalty 2322.956763 = -144914.859579
  nChanged 399
		SP:Iteration 1F (50653.230000 sec): 3 clusters
  Score: Raw -147593.040289 + Penalty 2322.956763 = -145270.083526
  nChanged 113
		SP:Iteration 2F (50653.360000 sec): 3 clusters
  Score: Raw -147744.617328 + Penalty 2322.956763 = -145421.660565
  nChanged 78
		SP:Iteration 3F (50653.580000 sec): 3 clusters
  Score: Raw -147870.081429 + Penalty 2322.956763 = -145547.124666
  nChanged 66
		SP:Iteration 4F (50653.730000 sec): 3 clusters
  Score: Raw -147953.568741 + Penalty 2322.956763 = -145630.611978
  nChanged 39
		SP:Iteration 5Q (50653.910000 sec): 3 clusters
  Score: Raw -148005.779567 + Penalty 2322.956763 = -145682.822804
  nChanged 40
		SP:Iteration 6Q (50654.100000 sec): 3 clusters
  Score: Raw -148051.864284 + Penalty 2322.956763 = -145728.907521
  nChanged 28
		SP:Iteration 7Q (50654.280000 sec): 3 clusters
  Score: Raw -148081.639704 + Penalty 2322.956763 = -145758.682941
  nChanged 23
		SP:Iteration 8Q (50654.460000 sec): 3 clusters
  Score: Raw -148106.335387 + Penalty 2322.956763 = -145783.378624
  nChanged 14
		SP:Iteration 9Q (50654.670000 sec): 3 clusters
  Score: Raw -148121.205322 + Penalty 2322.956763 = -145798.248559
  nChanged 9
		SP:Iteration 10Q (50654.820000 sec): 3 clusters
  Score: Raw -148132.008867 + Penalty 2322.956763 = -145809.052103
  nChanged 9
		SP:Iteration 11Q (50655.020000 sec): 3 clusters
  Score: Raw -148142.776913 + Penalty 2322.956763 = -145819.820150
  nChanged 9
		SP:Iteration 12Q (50655.160000 sec): 3 clusters
  Score: Raw -148154.144046 + Penalty 2322.956763 = -145831.187283
  nChanged 7
		SP:Iteration 13Q (50655.350000 sec): 3 clusters
  Score: Raw -148161.020401 + Penalty 2322.956763 = -145838.063638
  nChanged 2
		SP:Iteration 14Q (50655.530000 sec): 3 clusters
  Score: Raw -148163.045193 + Penalty 2322.956763 = -145840.088430
  nChanged 0
		SP:Iteration 15F (50655.730000 sec): 3 clusters
  Score: Raw -148163.045193 + Penalty 2322.956763 = -145840.088430
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50655.810000 sec): 2 clusters
  Score: Raw -97947.551531 + Penalty 1112.800857 = -96834.750674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50656.020000 sec): 3 clusters
  Score: Raw -97687.966187 + Penalty 2225.601714 = -95462.364473
  nChanged 272
		SP:Iteration 1F (50656.170000 sec): 3 clusters
  Score: Raw -97973.014137 + Penalty 2225.601714 = -95747.412422
  nChanged 74
		SP:Iteration 2F (50656.350000 sec): 3 clusters
  Score: Raw -98088.773085 + Penalty 2225.601714 = -95863.171371
  nChanged 56
		SP:Iteration 3F (50656.580000 sec): 3 clusters
  Score: Raw -98182.175174 + Penalty 2225.601714 = -95956.573460
  nChanged 36
		SP:Iteration 4Q (50656.750000 sec): 3 clusters
  Score: Raw -98243.021804 + Penalty 2225.601714 = -96017.420090
  nChanged 23
		SP:Iteration 5Q (50656.900000 sec): 3 clusters
  Score: Raw -98277.738418 + Penalty 2225.601714 = -96052.136704
  nChanged 14
		SP:Iteration 6Q (50657.060000 sec): 3 clusters
  Score: Raw -98296.076833 + Penalty 2225.601714 = -96070.475118
  nChanged 10
		SP:Iteration 7Q (50657.260000 sec): 3 clusters
  Score: Raw -98309.054783 + Penalty 2225.601714 = -96083.453069
  nChanged 4
		SP:Iteration 8Q (50657.420000 sec): 3 clusters
  Score: Raw -98313.516322 + Penalty 2225.601714 = -96087.914607
  nChanged 2
		SP:Iteration 9Q (50657.640000 sec): 3 clusters
  Score: Raw -98316.418342 + Penalty 2225.601714 = -96090.816628
  nChanged 6
		SP:Iteration 10Q (50657.760000 sec): 3 clusters
  Score: Raw -98330.743624 + Penalty 2225.601714 = -96105.141909
  nChanged 7
		SP:Iteration 11Q (50657.970000 sec): 3 clusters
  Score: Raw -98341.260310 + Penalty 2225.601714 = -96115.658596
  nChanged 5
		SP:Iteration 12Q (50658.130000 sec): 3 clusters
  Score: Raw -98350.927720 + Penalty 2225.601714 = -96125.326006
  nChanged 5
		SP:Iteration 13Q (50658.280000 sec): 3 clusters
  Score: Raw -98358.166692 + Penalty 2225.601714 = -96132.564978
  nChanged 7
		SP:Iteration 14Q (50658.500000 sec): 3 clusters
  Score: Raw -98368.662951 + Penalty 2225.601714 = -96143.061237
  nChanged 10
		SP:Iteration 15Q (50658.630000 sec): 3 clusters
  Score: Raw -98382.647441 + Penalty 2225.601714 = -96157.045727
  nChanged 13
		SP:Iteration 16Q (50658.790000 sec): 3 clusters
  Score: Raw -98403.465498 + Penalty 2225.601714 = -96177.863784
  nChanged 9
		SP:Iteration 17Q (50658.940000 sec): 3 clusters
  Score: Raw -98415.666512 + Penalty 2225.601714 = -96190.064798
  nChanged 7
		SP:Iteration 18Q (50659.080000 sec): 3 clusters
  Score: Raw -98423.975269 + Penalty 2225.601714 = -96198.373554
  nChanged 2
		SP:Iteration 19Q (50659.260000 sec): 3 clusters
  Score: Raw -98426.966006 + Penalty 2225.601714 = -96201.364292
  nChanged 3
		SP:Iteration 20F (50659.410000 sec): 3 clusters
  Score: Raw -98431.046836 + Penalty 2225.601714 = -96205.445122
  nChanged 2
		SP:Iteration 21Q (50659.570000 sec): 3 clusters
  Score: Raw -98433.934062 + Penalty 2225.601714 = -96208.332348
  nChanged 1
		SP:Iteration 22Q (50659.750000 sec): 3 clusters
  Score: Raw -98435.272001 + Penalty 2225.601714 = -96209.670287
  nChanged 0
		SP:Iteration 23F (50659.900000 sec): 3 clusters
  Score: Raw -98435.272001 + Penalty 2225.601714 = -96209.670287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50659.990000 sec): 2 clusters
  Score: Raw -265351.024532 + Penalty 1254.286393 = -264096.738139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50660.160000 sec): 3 clusters
  Score: Raw -264379.028237 + Penalty 2508.572786 = -261870.455451
  nChanged 824
		SP:Iteration 1F (50660.370000 sec): 3 clusters
  Score: Raw -265051.372344 + Penalty 2508.572786 = -262542.799558
  nChanged 199
		SP:Iteration 2F (50660.520000 sec): 3 clusters
  Score: Raw -265265.257876 + Penalty 2508.572786 = -262756.685090
  nChanged 140
		SP:Iteration 3F (50660.650000 sec): 3 clusters
  Score: Raw -265431.951656 + Penalty 2508.572786 = -262923.378871
  nChanged 115
		SP:Iteration 4F (50660.850000 sec): 3 clusters
  Score: Raw -265545.189975 + Penalty 2508.572786 = -263036.617189
  nChanged 99
		SP:Iteration 5Q (50661.050000 sec): 3 clusters
  Score: Raw -265631.030498 + Penalty 2508.572786 = -263122.457712
  nChanged 71
		SP:Iteration 6Q (50661.160000 sec): 3 clusters
  Score: Raw -265686.027868 + Penalty 2508.572786 = -263177.455082
  nChanged 43
		SP:Iteration 7Q (50661.330000 sec): 3 clusters
  Score: Raw -265705.622129 + Penalty 2508.572786 = -263197.049343
  nChanged 26
		SP:Iteration 8Q (50661.540000 sec): 3 clusters
  Score: Raw -265719.078214 + Penalty 2508.572786 = -263210.505428
  nChanged 20
		SP:Iteration 9Q (50661.720000 sec): 3 clusters
  Score: Raw -265729.010553 + Penalty 2508.572786 = -263220.437767
  nChanged 23
		SP:Iteration 10Q (50661.890000 sec): 3 clusters
  Score: Raw -265740.297063 + Penalty 2508.572786 = -263231.724277
  nChanged 12
		SP:Iteration 11Q (50662.020000 sec): 3 clusters
  Score: Raw -265745.927152 + Penalty 2508.572786 = -263237.354366
  nChanged 14
		SP:Iteration 12Q (50662.210000 sec): 3 clusters
  Score: Raw -265753.004523 + Penalty 2508.572786 = -263244.431737
  nChanged 8
		SP:Iteration 13Q (50662.410000 sec): 3 clusters
  Score: Raw -265758.593747 + Penalty 2508.572786 = -263250.020961
  nChanged 16
		SP:Iteration 14Q (50662.570000 sec): 3 clusters
  Score: Raw -265768.094091 + Penalty 2508.572786 = -263259.521305
  nChanged 14
		SP:Iteration 15Q (50662.750000 sec): 3 clusters
  Score: Raw -265776.815770 + Penalty 2508.572786 = -263268.242984
  nChanged 16
		SP:Iteration 16Q (50662.930000 sec): 3 clusters
  Score: Raw -265785.914330 + Penalty 2508.572786 = -263277.341544
  nChanged 17
		SP:Iteration 17Q (50663.080000 sec): 3 clusters
  Score: Raw -265795.893495 + Penalty 2508.572786 = -263287.320709
  nChanged 12
		SP:Iteration 18Q (50663.230000 sec): 3 clusters
  Score: Raw -265803.190311 + Penalty 2508.572786 = -263294.617525
  nChanged 13
		SP:Iteration 19Q (50663.380000 sec): 3 clusters
  Score: Raw -265809.933710 + Penalty 2508.572786 = -263301.360924
  nChanged 9
		SP:Iteration 20F (50663.560000 sec): 3 clusters
  Score: Raw -265814.672519 + Penalty 2508.572786 = -263306.099733
  nChanged 7
		SP:Iteration 21Q (50663.710000 sec): 3 clusters
  Score: Raw -265817.871171 + Penalty 2508.572786 = -263309.298385
  nChanged 7
		SP:Iteration 22Q (50663.890000 sec): 3 clusters
  Score: Raw -265820.284546 + Penalty 2508.572786 = -263311.711760
  nChanged 5
		SP:Iteration 23Q (50664.030000 sec): 3 clusters
  Score: Raw -265822.392014 + Penalty 2508.572786 = -263313.819228
  nChanged 4
		SP:Iteration 24Q (50664.210000 sec): 3 clusters
  Score: Raw -265825.663351 + Penalty 2508.572786 = -263317.090565
  nChanged 7
		SP:Iteration 25Q (50664.390000 sec): 3 clusters
  Score: Raw -265827.847374 + Penalty 2508.572786 = -263319.274588
  nChanged 4
		SP:Iteration 26Q (50664.540000 sec): 3 clusters
  Score: Raw -265829.475482 + Penalty 2508.572786 = -263320.902696
  nChanged 4
		SP:Iteration 27Q (50664.710000 sec): 3 clusters
  Score: Raw -265830.432925 + Penalty 2508.572786 = -263321.860139
  nChanged 2
		SP:Iteration 28Q (50664.900000 sec): 3 clusters
  Score: Raw -265831.067292 + Penalty 2508.572786 = -263322.494506
  nChanged 1
		SP:Iteration 29Q (50665.070000 sec): 3 clusters
  Score: Raw -265831.410061 + Penalty 2508.572786 = -263322.837275
  nChanged 4
		SP:Iteration 30Q (50665.250000 sec): 3 clusters
  Score: Raw -265832.562614 + Penalty 2508.572786 = -263323.989828
  nChanged 0
		SP:Iteration 31F (50665.420000 sec): 3 clusters
  Score: Raw -265832.562614 + Penalty 2508.572786 = -263323.989828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50665.490000 sec): 2 clusters
  Score: Raw -21489.550681 + Penalty 872.728680 = -20616.822001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50665.650000 sec): 3 clusters
  Score: Raw -21639.950008 + Penalty 1745.457359 = -19894.492649
  nChanged 41
		SP:Iteration 1F (50665.820000 sec): 3 clusters
  Score: Raw -21790.226317 + Penalty 1745.457359 = -20044.768958
  nChanged 13
		SP:Iteration 2F (50665.980000 sec): 3 clusters
  Score: Raw -21835.983511 + Penalty 1745.457359 = -20090.526152
  nChanged 8
		SP:Iteration 3Q (50666.150000 sec): 3 clusters
  Score: Raw -21869.249489 + Penalty 1745.457359 = -20123.792130
  nChanged 4
		SP:Iteration 4Q (50666.350000 sec): 3 clusters
  Score: Raw -21890.931905 + Penalty 1745.457359 = -20145.474546
  nChanged 6
		SP:Iteration 5Q (50666.510000 sec): 3 clusters
  Score: Raw -21924.013603 + Penalty 1745.457359 = -20178.556244
  nChanged 5
		SP:Iteration 6Q (50666.690000 sec): 3 clusters
  Score: Raw -21972.602752 + Penalty 1745.457359 = -20227.145393
  nChanged 4
		SP:Iteration 7Q (50666.810000 sec): 3 clusters
  Score: Raw -21991.317382 + Penalty 1745.457359 = -20245.860023
  nChanged 5
		SP:Iteration 8Q (50666.970000 sec): 3 clusters
  Score: Raw -22025.235158 + Penalty 1745.457359 = -20279.777799
  nChanged 4
		SP:Iteration 9Q (50667.130000 sec): 3 clusters
  Score: Raw -22048.459857 + Penalty 1745.457359 = -20303.002498
  nChanged 1
		SP:Iteration 10Q (50667.290000 sec): 3 clusters
  Score: Raw -22055.447786 + Penalty 1745.457359 = -20309.990427
  nChanged 1
		SP:Iteration 11Q (50667.420000 sec): 3 clusters
  Score: Raw -22057.908501 + Penalty 1745.457359 = -20312.451142
  nChanged 0
		SP:Iteration 12F (50667.610000 sec): 3 clusters
  Score: Raw -22060.522192 + Penalty 1745.457359 = -20315.064832
  nChanged 2
		SP:Iteration 13Q (50667.810000 sec): 3 clusters
  Score: Raw -22085.784256 + Penalty 1745.457359 = -20340.326897
  nChanged 2
		SP:Iteration 14Q (50667.920000 sec): 3 clusters
  Score: Raw -22110.095722 + Penalty 1745.457359 = -20364.638363
  nChanged 1
		SP:Iteration 15Q (50668.110000 sec): 3 clusters
  Score: Raw -22114.022218 + Penalty 1745.457359 = -20368.564859
  nChanged 0
		SP:Iteration 16F (50668.290000 sec): 3 clusters
  Score: Raw -22114.022218 + Penalty 1745.457359 = -20368.564859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50668.360000 sec): 2 clusters
  Score: Raw -54190.440270 + Penalty 1025.065997 = -53165.374274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50668.550000 sec): 3 clusters
  Score: Raw -54168.500849 + Penalty 2050.131993 = -52118.368856
  nChanged 132
		SP:Iteration 1F (50668.700000 sec): 3 clusters
  Score: Raw -54350.183430 + Penalty 2050.131993 = -52300.051437
  nChanged 46
		SP:Iteration 2F (50668.870000 sec): 3 clusters
  Score: Raw -54442.987478 + Penalty 2050.131993 = -52392.855485
  nChanged 19
		SP:Iteration 3Q (50669.050000 sec): 3 clusters
  Score: Raw -54491.062996 + Penalty 2050.131993 = -52440.931002
  nChanged 11
		SP:Iteration 4Q (50669.240000 sec): 3 clusters
  Score: Raw -54516.885162 + Penalty 2050.131993 = -52466.753168
  nChanged 7
		SP:Iteration 5Q (50669.440000 sec): 3 clusters
  Score: Raw -54532.653138 + Penalty 2050.131993 = -52482.521145
  nChanged 6
		SP:Iteration 6Q (50669.570000 sec): 3 clusters
  Score: Raw -54539.138797 + Penalty 2050.131993 = -52489.006803
  nChanged 1
		SP:Iteration 7Q (50669.770000 sec): 3 clusters
  Score: Raw -54540.924256 + Penalty 2050.131993 = -52490.792262
  nChanged 1
		SP:Iteration 8Q (50669.930000 sec): 3 clusters
  Score: Raw -54541.770341 + Penalty 2050.131993 = -52491.638347
  nChanged 1
		SP:Iteration 9Q (50670.130000 sec): 3 clusters
  Score: Raw -54543.929113 + Penalty 2050.131993 = -52493.797119
  nChanged 0
		SP:Iteration 10F (50670.250000 sec): 3 clusters
  Score: Raw -54543.929113 + Penalty 2050.131993 = -52493.797119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50670.380000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50670.540000 sec): 3 clusters
  Score: Raw -299075.433635 + Penalty 2551.789883 = -296523.643752
  nChanged 934
		SP:Iteration 1F (50670.720000 sec): 3 clusters
  Score: Raw -299707.190885 + Penalty 2551.789883 = -297155.401002
  nChanged 252
		SP:Iteration 2F (50670.920000 sec): 3 clusters
  Score: Raw -299991.247843 + Penalty 2551.789883 = -297439.457960
  nChanged 191
		SP:Iteration 3F (50671.110000 sec): 3 clusters
  Score: Raw -300196.655814 + Penalty 2551.789883 = -297644.865931
  nChanged 157
		SP:Iteration 4F (50671.260000 sec): 3 clusters
  Score: Raw -300354.823970 + Penalty 2551.789883 = -297803.034087
  nChanged 112
		SP:Iteration 5Q (50671.450000 sec): 3 clusters
  Score: Raw -300478.112261 + Penalty 2551.789883 = -297926.322379
  nChanged 104
		SP:Iteration 6Q (50671.620000 sec): 3 clusters
  Score: Raw -300579.929134 + Penalty 2551.789883 = -298028.139251
  nChanged 100
		SP:Iteration 7Q (50671.800000 sec): 3 clusters
  Score: Raw -300662.937594 + Penalty 2551.789883 = -298111.147711
  nChanged 89
		SP:Iteration 8Q (50672.010000 sec): 3 clusters
  Score: Raw -300740.489808 + Penalty 2551.789883 = -298188.699926
  nChanged 69
		SP:Iteration 9Q (50672.140000 sec): 3 clusters
  Score: Raw -300792.010902 + Penalty 2551.789883 = -298240.221019
  nChanged 62
		SP:Iteration 10Q (50672.350000 sec): 3 clusters
  Score: Raw -300838.486620 + Penalty 2551.789883 = -298286.696737
  nChanged 45
		SP:Iteration 11Q (50672.540000 sec): 3 clusters
  Score: Raw -300871.798139 + Penalty 2551.789883 = -298320.008256
  nChanged 42
		SP:Iteration 12Q (50672.710000 sec): 3 clusters
  Score: Raw -300899.401453 + Penalty 2551.789883 = -298347.611570
  nChanged 37
		SP:Iteration 13Q (50672.900000 sec): 3 clusters
  Score: Raw -300922.534546 + Penalty 2551.789883 = -298370.744664
  nChanged 31
		SP:Iteration 14Q (50673.120000 sec): 3 clusters
  Score: Raw -300942.545335 + Penalty 2551.789883 = -298390.755452
  nChanged 19
		SP:Iteration 15Q (50673.280000 sec): 3 clusters
  Score: Raw -300952.262182 + Penalty 2551.789883 = -298400.472300
  nChanged 16
		SP:Iteration 16Q (50673.460000 sec): 3 clusters
  Score: Raw -300960.344097 + Penalty 2551.789883 = -298408.554214
  nChanged 9
		SP:Iteration 17Q (50673.670000 sec): 3 clusters
  Score: Raw -300965.305988 + Penalty 2551.789883 = -298413.516106
  nChanged 8
		SP:Iteration 18Q (50673.840000 sec): 3 clusters
  Score: Raw -300969.394622 + Penalty 2551.789883 = -298417.604739
  nChanged 5
		SP:Iteration 19Q (50674.030000 sec): 3 clusters
  Score: Raw -300970.946302 + Penalty 2551.789883 = -298419.156420
  nChanged 1
		SP:Iteration 20F (50674.210000 sec): 3 clusters
  Score: Raw -300971.269434 + Penalty 2551.789883 = -298419.479551
  nChanged 2
		SP:Iteration 21Q (50674.370000 sec): 3 clusters
  Score: Raw -300972.142776 + Penalty 2551.789883 = -298420.352893
  nChanged 3
		SP:Iteration 22Q (50674.550000 sec): 3 clusters
  Score: Raw -300973.406035 + Penalty 2551.789883 = -298421.616153
  nChanged 1
		SP:Iteration 23Q (50674.710000 sec): 3 clusters
  Score: Raw -300974.453944 + Penalty 2551.789883 = -298422.664061
  nChanged 1
		SP:Iteration 24Q (50674.930000 sec): 3 clusters
  Score: Raw -300974.601902 + Penalty 2551.789883 = -298422.812019
  nChanged 0
		SP:Iteration 25F (50675.090000 sec): 3 clusters
  Score: Raw -300974.601902 + Penalty 2551.789883 = -298422.812019
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50675.190000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50675.370000 sec): 3 clusters
  Score: Raw -78710.242260 + Penalty 2126.771350 = -76583.470911
  nChanged 178
		SP:Iteration 1F (50675.550000 sec): 3 clusters
  Score: Raw -78941.924922 + Penalty 2126.771350 = -76815.153572
  nChanged 46
		SP:Iteration 2F (50675.720000 sec): 3 clusters
  Score: Raw -78998.667134 + Penalty 2126.771350 = -76871.895785
  nChanged 16
		SP:Iteration 3Q (50675.890000 sec): 3 clusters
  Score: Raw -79021.030576 + Penalty 2126.771350 = -76894.259227
  nChanged 16
		SP:Iteration 4Q (50676.070000 sec): 3 clusters
  Score: Raw -79041.668259 + Penalty 2126.771350 = -76914.896910
  nChanged 10
		SP:Iteration 5Q (50676.260000 sec): 3 clusters
  Score: Raw -79060.418074 + Penalty 2126.771350 = -76933.646724
  nChanged 7
		SP:Iteration 6Q (50676.420000 sec): 3 clusters
  Score: Raw -79067.637561 + Penalty 2126.771350 = -76940.866212
  nChanged 5
		SP:Iteration 7Q (50676.600000 sec): 3 clusters
  Score: Raw -79072.466550 + Penalty 2126.771350 = -76945.695200
  nChanged 3
		SP:Iteration 8Q (50676.780000 sec): 3 clusters
  Score: Raw -79075.415156 + Penalty 2126.771350 = -76948.643806
  nChanged 6
		SP:Iteration 9Q (50676.980000 sec): 3 clusters
  Score: Raw -79082.504276 + Penalty 2126.771350 = -76955.732927
  nChanged 6
		SP:Iteration 10Q (50677.140000 sec): 3 clusters
  Score: Raw -79090.916571 + Penalty 2126.771350 = -76964.145221
  nChanged 5
		SP:Iteration 11Q (50677.300000 sec): 3 clusters
  Score: Raw -79100.671807 + Penalty 2126.771350 = -76973.900457
  nChanged 8
		SP:Iteration 12Q (50677.470000 sec): 3 clusters
  Score: Raw -79113.326825 + Penalty 2126.771350 = -76986.555475
  nChanged 2
		SP:Iteration 13Q (50677.690000 sec): 3 clusters
  Score: Raw -79117.226432 + Penalty 2126.771350 = -76990.455082
  nChanged 2
		SP:Iteration 14Q (50677.830000 sec): 3 clusters
  Score: Raw -79120.220362 + Penalty 2126.771350 = -76993.449012
  nChanged 1
		SP:Iteration 15Q (50678.060000 sec): 3 clusters
  Score: Raw -79121.160447 + Penalty 2126.771350 = -76994.389097
  nChanged 2
		SP:Iteration 16Q (50678.180000 sec): 3 clusters
  Score: Raw -79122.245294 + Penalty 2126.771350 = -76995.473944
  nChanged 2
		SP:Iteration 17Q (50678.330000 sec): 3 clusters
  Score: Raw -79126.451959 + Penalty 2126.771350 = -76999.680610
  nChanged 2
		SP:Iteration 18Q (50678.500000 sec): 3 clusters
  Score: Raw -79130.093296 + Penalty 2126.771350 = -77003.321946
  nChanged 2
		SP:Iteration 19Q (50678.660000 sec): 3 clusters
  Score: Raw -79134.150017 + Penalty 2126.771350 = -77007.378667
  nChanged 3
		SP:Iteration 20F (50678.860000 sec): 3 clusters
  Score: Raw -79137.527868 + Penalty 2126.771350 = -77010.756518
  nChanged 5
		SP:Iteration 21Q (50679.050000 sec): 3 clusters
  Score: Raw -79143.445822 + Penalty 2126.771350 = -77016.674472
  nChanged 5
		SP:Iteration 22Q (50679.200000 sec): 3 clusters
  Score: Raw -79148.908773 + Penalty 2126.771350 = -77022.137423
  nChanged 2
		SP:Iteration 23Q (50679.390000 sec): 3 clusters
  Score: Raw -79151.564462 + Penalty 2126.771350 = -77024.793112
  nChanged 1
		SP:Iteration 24Q (50679.500000 sec): 3 clusters
  Score: Raw -79151.964109 + Penalty 2126.771350 = -77025.192759
  nChanged 0
		SP:Iteration 25F (50679.700000 sec): 3 clusters
  Score: Raw -79151.964109 + Penalty 2126.771350 = -77025.192759
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50679.800000 sec): 2 clusters
  Score: Raw -22971.823740 + Penalty 871.971102 = -22099.852638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50679.970000 sec): 3 clusters
  Score: Raw -23162.160848 + Penalty 1743.942205 = -21418.218643
  nChanged 51
		SP:Iteration 1F (50680.120000 sec): 3 clusters
  Score: Raw -23314.041884 + Penalty 1743.942205 = -21570.099679
  nChanged 8
		SP:Iteration 2Q (50680.290000 sec): 3 clusters
  Score: Raw -23325.712912 + Penalty 1743.942205 = -21581.770707
  nChanged 4
		SP:Iteration 3Q (50680.490000 sec): 3 clusters
  Score: Raw -23339.216201 + Penalty 1743.942205 = -21595.273996
  nChanged 4
		SP:Iteration 4Q (50680.670000 sec): 3 clusters
  Score: Raw -23350.127476 + Penalty 1743.942205 = -21606.185271
  nChanged 2
		SP:Iteration 5Q (50680.890000 sec): 3 clusters
  Score: Raw -23355.168579 + Penalty 1743.942205 = -21611.226374
  nChanged 2
		SP:Iteration 6Q (50681.030000 sec): 3 clusters
  Score: Raw -23356.712626 + Penalty 1743.942205 = -21612.770421
  nChanged 1
		SP:Iteration 7Q (50681.200000 sec): 3 clusters
  Score: Raw -23359.518135 + Penalty 1743.942205 = -21615.575930
  nChanged 2
		SP:Iteration 8Q (50681.360000 sec): 3 clusters
  Score: Raw -23361.075025 + Penalty 1743.942205 = -21617.132820
  nChanged 1
		SP:Iteration 9Q (50681.500000 sec): 3 clusters
  Score: Raw -23362.035597 + Penalty 1743.942205 = -21618.093393
  nChanged 3
		SP:Iteration 10Q (50681.700000 sec): 3 clusters
  Score: Raw -23365.295621 + Penalty 1743.942205 = -21621.353416
  nChanged 2
		SP:Iteration 11Q (50681.860000 sec): 3 clusters
  Score: Raw -23367.810381 + Penalty 1743.942205 = -21623.868176
  nChanged 3
		SP:Iteration 12Q (50682.040000 sec): 3 clusters
  Score: Raw -23371.846185 + Penalty 1743.942205 = -21627.903980
  nChanged 2
		SP:Iteration 13Q (50682.180000 sec): 3 clusters
  Score: Raw -23393.843929 + Penalty 1743.942205 = -21649.901724
  nChanged 2
		SP:Iteration 14Q (50682.340000 sec): 3 clusters
  Score: Raw -23396.196685 + Penalty 1743.942205 = -21652.254480
  nChanged 1
		SP:Iteration 15Q (50682.520000 sec): 3 clusters
  Score: Raw -23398.598567 + Penalty 1743.942205 = -21654.656362
  nChanged 0
		SP:Iteration 16F (50682.730000 sec): 3 clusters
  Score: Raw -23398.598567 + Penalty 1743.942205 = -21654.656362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50682.800000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50682.950000 sec): 3 clusters
  Score: Raw -47238.111282 + Penalty 1960.753022 = -45277.358260
  nChanged 84
		SP:Iteration 1F (50683.160000 sec): 3 clusters
  Score: Raw -47376.993669 + Penalty 1960.753022 = -45416.240647
  nChanged 20
		SP:Iteration 2Q (50683.310000 sec): 3 clusters
  Score: Raw -47431.170223 + Penalty 1960.753022 = -45470.417201
  nChanged 12
		SP:Iteration 3Q (50683.480000 sec): 3 clusters
  Score: Raw -47448.283457 + Penalty 1960.753022 = -45487.530434
  nChanged 3
		SP:Iteration 4Q (50683.630000 sec): 3 clusters
  Score: Raw -47452.860834 + Penalty 1960.753022 = -45492.107812
  nChanged 4
		SP:Iteration 5Q (50683.820000 sec): 3 clusters
  Score: Raw -47458.111733 + Penalty 1960.753022 = -45497.358711
  nChanged 2
		SP:Iteration 6Q (50684.020000 sec): 3 clusters
  Score: Raw -47460.127577 + Penalty 1960.753022 = -45499.374555
  nChanged 1
		SP:Iteration 7Q (50684.200000 sec): 3 clusters
  Score: Raw -47462.510686 + Penalty 1960.753022 = -45501.757664
  nChanged 2
		SP:Iteration 8Q (50684.380000 sec): 3 clusters
  Score: Raw -47466.165347 + Penalty 1960.753022 = -45505.412325
  nChanged 3
		SP:Iteration 9Q (50684.520000 sec): 3 clusters
  Score: Raw -47470.736524 + Penalty 1960.753022 = -45509.983502
  nChanged 2
		SP:Iteration 10Q (50684.690000 sec): 3 clusters
  Score: Raw -47473.115243 + Penalty 1960.753022 = -45512.362221
  nChanged 1
		SP:Iteration 11Q (50684.880000 sec): 3 clusters
  Score: Raw -47474.213969 + Penalty 1960.753022 = -45513.460947
  nChanged 1
		SP:Iteration 12Q (50685.080000 sec): 3 clusters
  Score: Raw -47475.134075 + Penalty 1960.753022 = -45514.381053
  nChanged 1
		SP:Iteration 13Q (50685.270000 sec): 3 clusters
  Score: Raw -47476.353424 + Penalty 1960.753022 = -45515.600402
  nChanged 0
		SP:Iteration 14F (50685.430000 sec): 3 clusters
  Score: Raw -47476.353424 + Penalty 1960.753022 = -45515.600402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50685.540000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50685.680000 sec): 3 clusters
  Score: Raw -45916.166417 + Penalty 1944.779291 = -43971.387126
  nChanged 84
		SP:Iteration 1F (50685.890000 sec): 3 clusters
  Score: Raw -46038.768949 + Penalty 1944.779291 = -44093.989658
  nChanged 13
		SP:Iteration 2Q (50686.020000 sec): 3 clusters
  Score: Raw -46058.072733 + Penalty 1944.779291 = -44113.293442
  nChanged 4
		SP:Iteration 3Q (50686.190000 sec): 3 clusters
  Score: Raw -46067.261441 + Penalty 1944.779291 = -44122.482150
  nChanged 1
		SP:Iteration 4Q (50686.360000 sec): 3 clusters
  Score: Raw -46068.326038 + Penalty 1944.779291 = -44123.546747
  nChanged 1
		SP:Iteration 5Q (50686.580000 sec): 3 clusters
  Score: Raw -46068.973115 + Penalty 1944.779291 = -44124.193824
  nChanged 1
		SP:Iteration 6Q (50686.720000 sec): 3 clusters
  Score: Raw -46069.729817 + Penalty 1944.779291 = -44124.950526
  nChanged 0
		SP:Iteration 7F (50686.910000 sec): 3 clusters
  Score: Raw -46069.729817 + Penalty 1944.779291 = -44124.950526
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50686.990000 sec): 2 clusters
  Score: Raw -106448.246921 + Penalty 1107.897468 = -105340.349453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50687.220000 sec): 3 clusters
  Score: Raw -106173.318669 + Penalty 2215.794936 = -103957.523734
  nChanged 271
		SP:Iteration 1F (50687.380000 sec): 3 clusters
  Score: Raw -106436.654904 + Penalty 2215.794936 = -104220.859968
  nChanged 58
		SP:Iteration 2F (50687.540000 sec): 3 clusters
  Score: Raw -106494.166366 + Penalty 2215.794936 = -104278.371430
  nChanged 32
		SP:Iteration 3Q (50687.750000 sec): 3 clusters
  Score: Raw -106529.213183 + Penalty 2215.794936 = -104313.418248
  nChanged 24
		SP:Iteration 4Q (50687.930000 sec): 3 clusters
  Score: Raw -106551.676647 + Penalty 2215.794936 = -104335.881711
  nChanged 18
		SP:Iteration 5Q (50688.070000 sec): 3 clusters
  Score: Raw -106570.359208 + Penalty 2215.794936 = -104354.564272
  nChanged 16
		SP:Iteration 6Q (50688.220000 sec): 3 clusters
  Score: Raw -106585.520730 + Penalty 2215.794936 = -104369.725794
  nChanged 10
		SP:Iteration 7Q (50688.360000 sec): 3 clusters
  Score: Raw -106593.684285 + Penalty 2215.794936 = -104377.889349
  nChanged 7
		SP:Iteration 8Q (50688.520000 sec): 3 clusters
  Score: Raw -106601.813114 + Penalty 2215.794936 = -104386.018179
  nChanged 5
		SP:Iteration 9Q (50688.640000 sec): 3 clusters
  Score: Raw -106608.912964 + Penalty 2215.794936 = -104393.118028
  nChanged 7
		SP:Iteration 10Q (50688.830000 sec): 3 clusters
  Score: Raw -106618.184715 + Penalty 2215.794936 = -104402.389779
  nChanged 4
		SP:Iteration 11Q (50688.990000 sec): 3 clusters
  Score: Raw -106621.595574 + Penalty 2215.794936 = -104405.800638
  nChanged 2
		SP:Iteration 12Q (50689.160000 sec): 3 clusters
  Score: Raw -106622.851036 + Penalty 2215.794936 = -104407.056100
  nChanged 3
		SP:Iteration 13Q (50689.320000 sec): 3 clusters
  Score: Raw -106627.809017 + Penalty 2215.794936 = -104412.014081
  nChanged 3
		SP:Iteration 14Q (50689.500000 sec): 3 clusters
  Score: Raw -106629.343833 + Penalty 2215.794936 = -104413.548897
  nChanged 2
		SP:Iteration 15Q (50689.650000 sec): 3 clusters
  Score: Raw -106630.118433 + Penalty 2215.794936 = -104414.323497
  nChanged 1
		SP:Iteration 16Q (50689.840000 sec): 3 clusters
  Score: Raw -106631.797029 + Penalty 2215.794936 = -104416.002094
  nChanged 3
		SP:Iteration 17Q (50690.010000 sec): 3 clusters
  Score: Raw -106637.526403 + Penalty 2215.794936 = -104421.731467
  nChanged 3
		SP:Iteration 18Q (50690.180000 sec): 3 clusters
  Score: Raw -106640.260633 + Penalty 2215.794936 = -104424.465697
  nChanged 3
		SP:Iteration 19Q (50690.340000 sec): 3 clusters
  Score: Raw -106644.945783 + Penalty 2215.794936 = -104429.150847
  nChanged 3
		SP:Iteration 20F (50690.550000 sec): 3 clusters
  Score: Raw -106647.486507 + Penalty 2215.794936 = -104431.691571
  nChanged 2
		SP:Iteration 21Q (50690.720000 sec): 3 clusters
  Score: Raw -106648.794572 + Penalty 2215.794936 = -104432.999637
  nChanged 2
		SP:Iteration 22Q (50690.900000 sec): 3 clusters
  Score: Raw -106651.913146 + Penalty 2215.794936 = -104436.118211
  nChanged 3
		SP:Iteration 23Q (50691.100000 sec): 3 clusters
  Score: Raw -106654.276007 + Penalty 2215.794936 = -104438.481071
  nChanged 2
		SP:Iteration 24Q (50691.260000 sec): 3 clusters
  Score: Raw -106655.349351 + Penalty 2215.794936 = -104439.554415
  nChanged 1
		SP:Iteration 25Q (50691.440000 sec): 3 clusters
  Score: Raw -106655.719844 + Penalty 2215.794936 = -104439.924909
  nChanged 1
		SP:Iteration 26Q (50691.640000 sec): 3 clusters
  Score: Raw -106656.204328 + Penalty 2215.794936 = -104440.409392
  nChanged 2
		SP:Iteration 27Q (50691.800000 sec): 3 clusters
  Score: Raw -106658.929207 + Penalty 2215.794936 = -104443.134271
  nChanged 4
		SP:Iteration 28Q (50691.950000 sec): 3 clusters
  Score: Raw -106662.278130 + Penalty 2215.794936 = -104446.483194
  nChanged 1
		SP:Iteration 29Q (50692.150000 sec): 3 clusters
  Score: Raw -106663.320463 + Penalty 2215.794936 = -104447.525528
  nChanged 1
		SP:Iteration 30Q (50692.340000 sec): 3 clusters
  Score: Raw -106664.450372 + Penalty 2215.794936 = -104448.655436
  nChanged 2
		SP:Iteration 31Q (50692.510000 sec): 3 clusters
  Score: Raw -106666.684721 + Penalty 2215.794936 = -104450.889786
  nChanged 3
		SP:Iteration 32Q (50692.700000 sec): 3 clusters
  Score: Raw -106669.401819 + Penalty 2215.794936 = -104453.606883
  nChanged 3
		SP:Iteration 33Q (50692.900000 sec): 3 clusters
  Score: Raw -106672.884122 + Penalty 2215.794936 = -104457.089186
  nChanged 3
		SP:Iteration 34Q (50693.070000 sec): 3 clusters
  Score: Raw -106676.806053 + Penalty 2215.794936 = -104461.011117
  nChanged 1
		SP:Iteration 35Q (50693.250000 sec): 3 clusters
  Score: Raw -106677.419279 + Penalty 2215.794936 = -104461.624344
  nChanged 0
		SP:Iteration 36F (50693.420000 sec): 3 clusters
  Score: Raw -106677.419279 + Penalty 2215.794936 = -104461.624344
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50693.550000 sec): 2 clusters
  Score: Raw -240563.353897 + Penalty 1246.520410 = -239316.833487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50693.710000 sec): 3 clusters
  Score: Raw -239665.478185 + Penalty 2493.040820 = -237172.437365
  nChanged 746
		SP:Iteration 1F (50693.910000 sec): 3 clusters
  Score: Raw -240256.099418 + Penalty 2493.040820 = -237763.058597
  nChanged 211
		SP:Iteration 2F (50694.090000 sec): 3 clusters
  Score: Raw -240476.482561 + Penalty 2493.040820 = -237983.441741
  nChanged 147
		SP:Iteration 3F (50694.260000 sec): 3 clusters
  Score: Raw -240615.841557 + Penalty 2493.040820 = -238122.800737
  nChanged 115
		SP:Iteration 4F (50694.470000 sec): 3 clusters
  Score: Raw -240737.619159 + Penalty 2493.040820 = -238244.578338
  nChanged 85
		SP:Iteration 5Q (50694.630000 sec): 3 clusters
  Score: Raw -240807.966607 + Penalty 2493.040820 = -238314.925787
  nChanged 69
		SP:Iteration 6Q (50694.820000 sec): 3 clusters
  Score: Raw -240862.908296 + Penalty 2493.040820 = -238369.867476
  nChanged 51
		SP:Iteration 7Q (50694.960000 sec): 3 clusters
  Score: Raw -240902.460244 + Penalty 2493.040820 = -238409.419424
  nChanged 38
		SP:Iteration 8Q (50695.160000 sec): 3 clusters
  Score: Raw -240932.922200 + Penalty 2493.040820 = -238439.881379
  nChanged 29
		SP:Iteration 9Q (50695.290000 sec): 3 clusters
  Score: Raw -240956.583374 + Penalty 2493.040820 = -238463.542554
  nChanged 32
		SP:Iteration 10Q (50695.490000 sec): 3 clusters
  Score: Raw -240982.251423 + Penalty 2493.040820 = -238489.210603
  nChanged 26
		SP:Iteration 11Q (50695.680000 sec): 3 clusters
  Score: Raw -241000.483439 + Penalty 2493.040820 = -238507.442619
  nChanged 14
		SP:Iteration 12Q (50695.880000 sec): 3 clusters
  Score: Raw -241009.861637 + Penalty 2493.040820 = -238516.820817
  nChanged 10
		SP:Iteration 13Q (50696.040000 sec): 3 clusters
  Score: Raw -241019.518103 + Penalty 2493.040820 = -238526.477283
  nChanged 17
		SP:Iteration 14Q (50696.230000 sec): 3 clusters
  Score: Raw -241035.421662 + Penalty 2493.040820 = -238542.380842
  nChanged 14
		SP:Iteration 15Q (50696.380000 sec): 3 clusters
  Score: Raw -241050.598760 + Penalty 2493.040820 = -238557.557940
  nChanged 9
		SP:Iteration 16Q (50696.560000 sec): 3 clusters
  Score: Raw -241057.510734 + Penalty 2493.040820 = -238564.469914
  nChanged 10
		SP:Iteration 17Q (50696.770000 sec): 3 clusters
  Score: Raw -241068.580810 + Penalty 2493.040820 = -238575.539990
  nChanged 7
		SP:Iteration 18Q (50696.970000 sec): 3 clusters
  Score: Raw -241075.922320 + Penalty 2493.040820 = -238582.881500
  nChanged 10
		SP:Iteration 19Q (50697.140000 sec): 3 clusters
  Score: Raw -241083.055595 + Penalty 2493.040820 = -238590.014775
  nChanged 3
		SP:Iteration 20F (50697.320000 sec): 3 clusters
  Score: Raw -241085.288603 + Penalty 2493.040820 = -238592.247783
  nChanged 2
		SP:Iteration 21Q (50697.460000 sec): 3 clusters
  Score: Raw -241087.049002 + Penalty 2493.040820 = -238594.008182
  nChanged 3
		SP:Iteration 22Q (50697.700000 sec): 3 clusters
  Score: Raw -241089.200783 + Penalty 2493.040820 = -238596.159963
  nChanged 4
		SP:Iteration 23Q (50697.820000 sec): 3 clusters
  Score: Raw -241092.295636 + Penalty 2493.040820 = -238599.254816
  nChanged 4
		SP:Iteration 24Q (50698.010000 sec): 3 clusters
  Score: Raw -241095.257723 + Penalty 2493.040820 = -238602.216903
  nChanged 5
		SP:Iteration 25Q (50698.220000 sec): 3 clusters
  Score: Raw -241097.439889 + Penalty 2493.040820 = -238604.399069
  nChanged 4
		SP:Iteration 26Q (50698.370000 sec): 3 clusters
  Score: Raw -241099.124656 + Penalty 2493.040820 = -238606.083836
  nChanged 4
		SP:Iteration 27Q (50698.550000 sec): 3 clusters
  Score: Raw -241102.370740 + Penalty 2493.040820 = -238609.329920
  nChanged 3
		SP:Iteration 28Q (50698.760000 sec): 3 clusters
  Score: Raw -241103.982856 + Penalty 2493.040820 = -238610.942036
  nChanged 2
		SP:Iteration 29Q (50698.920000 sec): 3 clusters
  Score: Raw -241104.950780 + Penalty 2493.040820 = -238611.909959
  nChanged 1
		SP:Iteration 30Q (50699.080000 sec): 3 clusters
  Score: Raw -241105.482106 + Penalty 2493.040820 = -238612.441285
  nChanged 2
		SP:Iteration 31Q (50699.270000 sec): 3 clusters
  Score: Raw -241106.921955 + Penalty 2493.040820 = -238613.881135
  nChanged 3
		SP:Iteration 32Q (50699.470000 sec): 3 clusters
  Score: Raw -241108.847550 + Penalty 2493.040820 = -238615.806729
  nChanged 4
		SP:Iteration 33Q (50699.660000 sec): 3 clusters
  Score: Raw -241112.257813 + Penalty 2493.040820 = -238619.216993
  nChanged 7
		SP:Iteration 34Q (50699.880000 sec): 3 clusters
  Score: Raw -241117.746417 + Penalty 2493.040820 = -238624.705596
  nChanged 3
		SP:Iteration 35Q (50700.020000 sec): 3 clusters
  Score: Raw -241119.922246 + Penalty 2493.040820 = -238626.881426
  nChanged 2
		SP:Iteration 36Q (50700.200000 sec): 3 clusters
  Score: Raw -241123.334894 + Penalty 2493.040820 = -238630.294074
  nChanged 5
		SP:Iteration 37Q (50700.390000 sec): 3 clusters
  Score: Raw -241126.282571 + Penalty 2493.040820 = -238633.241751
  nChanged 3
		SP:Iteration 38Q (50700.560000 sec): 3 clusters
  Score: Raw -241127.869102 + Penalty 2493.040820 = -238634.828281
  nChanged 0
		SP:Iteration 39F (50700.680000 sec): 3 clusters
  Score: Raw -241127.869102 + Penalty 2493.040820 = -238634.828281
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50700.800000 sec): 2 clusters
  Score: Raw -10555.100110 + Penalty 830.698016 = -9724.402094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50700.960000 sec): 3 clusters
  Score: Raw -10792.615684 + Penalty 1661.396031 = -9131.219653
  nChanged 34
		SP:Iteration 1F (50701.110000 sec): 3 clusters
  Score: Raw -10933.114712 + Penalty 1661.396031 = -9271.718681
  nChanged 7
		SP:Iteration 2Q (50701.260000 sec): 3 clusters
  Score: Raw -10956.447077 + Penalty 1661.396031 = -9295.051045
  nChanged 4
		SP:Iteration 3Q (50701.390000 sec): 3 clusters
  Score: Raw -10960.607316 + Penalty 1661.396031 = -9299.211285
  nChanged 2
		SP:Iteration 4Q (50701.570000 sec): 3 clusters
  Score: Raw -10968.478139 + Penalty 1661.396031 = -9307.082107
  nChanged 1
		SP:Iteration 5Q (50701.750000 sec): 3 clusters
  Score: Raw -10972.872280 + Penalty 1661.396031 = -9311.476248
  nChanged 1
		SP:Iteration 6Q (50701.970000 sec): 3 clusters
  Score: Raw -10979.393354 + Penalty 1661.396031 = -9317.997323
  nChanged 0
		SP:Iteration 7F (50702.120000 sec): 3 clusters
  Score: Raw -10979.393354 + Penalty 1661.396031 = -9317.997323
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 117 (3249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50702.200000 sec): 2 clusters
  Score: Raw -389666.740178 + Penalty 1313.991662 = -388352.748516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50702.410000 sec): 3 clusters
  Score: Raw -388111.719917 + Penalty 2627.983324 = -385483.736593
  nChanged 1252
		SP:Iteration 1F (50702.590000 sec): 3 clusters
  Score: Raw -388725.760952 + Penalty 2627.983324 = -386097.777628
  nChanged 230
		SP:Iteration 2F (50702.800000 sec): 3 clusters
  Score: Raw -388832.197913 + Penalty 2627.983324 = -386204.214589
  nChanged 139
		SP:Iteration 3Q (50702.970000 sec): 3 clusters
  Score: Raw -388898.758344 + Penalty 2627.983324 = -386270.775020
  nChanged 108
		SP:Iteration 4Q (50703.150000 sec): 3 clusters
  Score: Raw -388959.457548 + Penalty 2627.983324 = -386331.474224
  nChanged 102
		SP:Iteration 5Q (50703.340000 sec): 3 clusters
  Score: Raw -389013.877872 + Penalty 2627.983324 = -386385.894548
  nChanged 101
		SP:Iteration 6Q (50703.540000 sec): 3 clusters
  Score: Raw -389074.126297 + Penalty 2627.983324 = -386446.142973
  nChanged 109
		SP:Iteration 7Q (50703.700000 sec): 3 clusters
  Score: Raw -389149.499298 + Penalty 2627.983324 = -386521.515974
  nChanged 122
		SP:Iteration 8Q (50703.900000 sec): 3 clusters
  Score: Raw -389220.463795 + Penalty 2627.983324 = -386592.480471
  nChanged 92
		SP:Iteration 9Q (50704.110000 sec): 3 clusters
  Score: Raw -389283.430657 + Penalty 2627.983324 = -386655.447333
  nChanged 101
		SP:Iteration 10Q (50704.270000 sec): 3 clusters
  Score: Raw -389361.561496 + Penalty 2627.983324 = -386733.578171
  nChanged 90
		SP:Iteration 11Q (50704.470000 sec): 3 clusters
  Score: Raw -389425.381514 + Penalty 2627.983324 = -386797.398190
  nChanged 91
		SP:Iteration 12Q (50704.710000 sec): 3 clusters
  Score: Raw -389493.410081 + Penalty 2627.983324 = -386865.426757
  nChanged 83
		SP:Iteration 13Q (50704.870000 sec): 3 clusters
  Score: Raw -389558.037237 + Penalty 2627.983324 = -386930.053913
  nChanged 85
		SP:Iteration 14Q (50705.080000 sec): 3 clusters
  Score: Raw -389622.983284 + Penalty 2627.983324 = -386994.999960
  nChanged 64
		SP:Iteration 15Q (50705.290000 sec): 3 clusters
  Score: Raw -389671.953980 + Penalty 2627.983324 = -387043.970656
  nChanged 54
		SP:Iteration 16Q (50705.450000 sec): 3 clusters
  Score: Raw -389719.965770 + Penalty 2627.983324 = -387091.982446
  nChanged 49
		SP:Iteration 17Q (50705.600000 sec): 3 clusters
  Score: Raw -389761.424826 + Penalty 2627.983324 = -387133.441502
  nChanged 39
		SP:Iteration 18Q (50705.780000 sec): 3 clusters
  Score: Raw -389799.673012 + Penalty 2627.983324 = -387171.689688
  nChanged 30
		SP:Iteration 19Q (50705.950000 sec): 3 clusters
  Score: Raw -389824.958368 + Penalty 2627.983324 = -387196.975044
  nChanged 22
		SP:Iteration 20F (50706.130000 sec): 3 clusters
  Score: Raw -389843.344433 + Penalty 2627.983324 = -387215.361109
  nChanged 14
		SP:Iteration 21Q (50706.320000 sec): 3 clusters
  Score: Raw -389857.101603 + Penalty 2627.983324 = -387229.118279
  nChanged 10
		SP:Iteration 22Q (50706.490000 sec): 3 clusters
  Score: Raw -389866.571538 + Penalty 2627.983324 = -387238.588214
  nChanged 10
		SP:Iteration 23Q (50706.670000 sec): 3 clusters
  Score: Raw -389876.462286 + Penalty 2627.983324 = -387248.478962
  nChanged 10
		SP:Iteration 24Q (50706.850000 sec): 3 clusters
  Score: Raw -389885.460854 + Penalty 2627.983324 = -387257.477530
  nChanged 6
		SP:Iteration 25Q (50707.070000 sec): 3 clusters
  Score: Raw -389890.289852 + Penalty 2627.983324 = -387262.306528
  nChanged 5
		SP:Iteration 26Q (50707.230000 sec): 3 clusters
  Score: Raw -389894.204570 + Penalty 2627.983324 = -387266.221246
  nChanged 3
		SP:Iteration 27Q (50707.420000 sec): 3 clusters
  Score: Raw -389896.439478 + Penalty 2627.983324 = -387268.456154
  nChanged 1
		SP:Iteration 28Q (50707.580000 sec): 3 clusters
  Score: Raw -389897.599772 + Penalty 2627.983324 = -387269.616448
  nChanged 1
		SP:Iteration 29Q (50707.750000 sec): 3 clusters
  Score: Raw -389898.346715 + Penalty 2627.983324 = -387270.363391
  nChanged 1
		SP:Iteration 30Q (50707.950000 sec): 3 clusters
  Score: Raw -389899.225664 + Penalty 2627.983324 = -387271.242339
  nChanged 1
		SP:Iteration 31Q (50708.120000 sec): 3 clusters
  Score: Raw -389900.302835 + Penalty 2627.983324 = -387272.319511
  nChanged 2
		SP:Iteration 32Q (50708.280000 sec): 3 clusters
  Score: Raw -389901.588440 + Penalty 2627.983324 = -387273.605116
  nChanged 1
		SP:Iteration 33Q (50708.470000 sec): 3 clusters
  Score: Raw -389902.173596 + Penalty 2627.983324 = -387274.190272
  nChanged 2
		SP:Iteration 34Q (50708.670000 sec): 3 clusters
  Score: Raw -389903.893130 + Penalty 2627.983324 = -387275.909806
  nChanged 1
		SP:Iteration 35Q (50708.830000 sec): 3 clusters
  Score: Raw -389904.918675 + Penalty 2627.983324 = -387276.935351
  nChanged 2
		SP:Iteration 36Q (50709.010000 sec): 3 clusters
  Score: Raw -389906.823889 + Penalty 2627.983324 = -387278.840565
  nChanged 0
		SP:Iteration 37F (50709.150000 sec): 3 clusters
  Score: Raw -389906.823889 + Penalty 2627.983324 = -387278.840565
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 118 (317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50709.260000 sec): 2 clusters
  Score: Raw -25406.457780 + Penalty 935.821538 = -24470.636242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50709.410000 sec): 3 clusters
  Score: Raw -25539.861346 + Penalty 1871.643077 = -23668.218270
  nChanged 74
		SP:Iteration 1F (50709.600000 sec): 3 clusters
  Score: Raw -25735.611706 + Penalty 1871.643077 = -23863.968629
  nChanged 29
		SP:Iteration 2F (50709.790000 sec): 3 clusters
  Score: Raw -25914.506485 + Penalty 1871.643077 = -24042.863408
  nChanged 19
		SP:Iteration 3F (50709.950000 sec): 3 clusters
  Score: Raw -26013.337046 + Penalty 1871.643077 = -24141.693969
  nChanged 12
		SP:Iteration 4Q (50710.140000 sec): 3 clusters
  Score: Raw -26054.529277 + Penalty 1871.643077 = -24182.886201
  nChanged 7
		SP:Iteration 5Q (50710.320000 sec): 3 clusters
  Score: Raw -26066.726786 + Penalty 1871.643077 = -24195.083709
  nChanged 1
		SP:Iteration 6Q (50710.490000 sec): 3 clusters
  Score: Raw -26067.082754 + Penalty 1871.643077 = -24195.439677
  nChanged 0
		SP:Iteration 7F (50710.690000 sec): 3 clusters
  Score: Raw -26067.082754 + Penalty 1871.643077 = -24195.439677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 119 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50710.750000 sec): 2 clusters
  Score: Raw -11705.748465 + Penalty 829.716140 = -10876.032325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50710.940000 sec): 3 clusters
  Score: Raw -11978.602392 + Penalty 1659.432279 = -10319.170113
  nChanged 36
		SP:Iteration 1F (50711.120000 sec): 3 clusters
  Score: Raw -12105.655426 + Penalty 1659.432279 = -10446.223147
  nChanged 13
		SP:Iteration 2F (50711.290000 sec): 3 clusters
  Score: Raw -12145.299885 + Penalty 1659.432279 = -10485.867606
  nChanged 12
		SP:Iteration 3F (50711.450000 sec): 3 clusters
  Score: Raw -12180.011165 + Penalty 1659.432279 = -10520.578886
  nChanged 6
		SP:Iteration 4Q (50711.650000 sec): 3 clusters
  Score: Raw -12246.522981 + Penalty 1659.432279 = -10587.090702
  nChanged 2
		SP:Iteration 5Q (50711.810000 sec): 3 clusters
  Score: Raw -12251.163942 + Penalty 1659.432279 = -10591.731663
  nChanged 1
		SP:Iteration 6Q (50711.960000 sec): 3 clusters
  Score: Raw -12253.186995 + Penalty 1659.432279 = -10593.754716
  nChanged 0
		SP:Iteration 7F (50712.130000 sec): 3 clusters
  Score: Raw -12253.186995 + Penalty 1659.432279 = -10593.754716
  nChanged 0
Iteration 379Q (50841.030000 sec): 120 clusters
  Score: Raw -106218972.266263 + Penalty 265331.024965 = -105953641.241298
  nChanged 221
Iteration 380F (51035.110000 sec): 120 clusters
  Score: Raw -106219340.530465 + Penalty 265331.024965 = -105954009.505500
  nChanged 424
Iteration 381Q (51174.560000 sec): 120 clusters
  Score: Raw -106219625.387241 + Penalty 265331.024965 = -105954294.362276
  nChanged 323
Iteration 382Q (51314.930000 sec): 120 clusters
  Score: Raw -106219763.694335 + Penalty 265331.024965 = -105954432.669370
  nChanged 279
Iteration 383Q (51455.300000 sec): 120 clusters
  Score: Raw -106219868.531328 + Penalty 265331.024965 = -105954537.506363
  nChanged 237
Iteration 384Q (51595.570000 sec): 120 clusters
  Score: Raw -106219947.321453 + Penalty 265331.024965 = -105954616.296488
  nChanged 197
Iteration 385Q (51739.650000 sec): 120 clusters
  Score: Raw -106220012.149790 + Penalty 265331.024965 = -105954681.124825
  nChanged 164
Iteration 386Q (51884.330000 sec): 120 clusters
  Score: Raw -106220072.886634 + Penalty 265331.024965 = -105954741.861669
  nChanged 172
Iteration 387Q (52025.360000 sec): 120 clusters
  Score: Raw -106220140.500327 + Penalty 265331.024965 = -105954809.475362
  nChanged 172
Iteration 388Q (52167.400000 sec): 120 clusters
  Score: Raw -106220191.153666 + Penalty 265331.024965 = -105954860.128701
  nChanged 173
Iteration 389Q (52305.780000 sec): 120 clusters
  Score: Raw -106220242.336647 + Penalty 265331.024965 = -105954911.311682
  nChanged 153
Iteration 390Q (52447.100000 sec): 120 clusters
  Score: Raw -106220282.790595 + Penalty 265331.024965 = -105954951.765630
  nChanged 141
Iteration 391Q (52590.390000 sec): 120 clusters
  Score: Raw -106220312.460473 + Penalty 265331.024965 = -105954981.435508
  nChanged 107
Iteration 392Q (52730.560000 sec): 120 clusters
  Score: Raw -106220332.034290 + Penalty 265331.024965 = -105955001.009325
  nChanged 105
Iteration 393Q (52921.560000 sec): 120 clusters
  Score: Raw -106220350.671872 + Penalty 265331.024965 = -105955019.646907
  nChanged 95
Iteration 394Q (53133.620000 sec): 120 clusters
  Score: Raw -106220369.321937 + Penalty 265331.024965 = -105955038.296972
  nChanged 97
Iteration 395Q (53289.320000 sec): 120 clusters
  Score: Raw -106220380.525797 + Penalty 265331.024965 = -105955049.500832
  nChanged 88
Iteration 396Q (53424.150000 sec): 120 clusters
  Score: Raw -106220396.458258 + Penalty 265331.024965 = -105955065.433293
  nChanged 72
Iteration 397Q (53545.350000 sec): 120 clusters
  Score: Raw -106220410.627778 + Penalty 265331.024965 = -105955079.602813
  nChanged 52
Iteration 398Q (53671.630000 sec): 120 clusters
  Score: Raw -106220416.709548 + Penalty 265331.024965 = -105955085.684583
  nChanged 47
Iteration 399Q (53861.640000 sec): 120 clusters
  Score: Raw -106220422.463529 + Penalty 265331.024965 = -105955091.438564
  nChanged 44
Iteration 400F (54056.890000 sec): 120 clusters
  Score: Raw -106220478.017603 + Penalty 265331.024965 = -105955146.992638
  nChanged 82
Iteration 401Q (54166.760000 sec): 120 clusters
  Score: Raw -106220518.021841 + Penalty 265331.024965 = -105955186.996876
  nChanged 101
Iteration 402Q (54288.040000 sec): 120 clusters
  Score: Raw -106220547.605901 + Penalty 265331.024965 = -105955216.580936
  nChanged 105
Iteration 403Q (54399.770000 sec): 120 clusters
  Score: Raw -106220580.140230 + Penalty 265331.024965 = -105955249.115265
  nChanged 110
Iteration 404Q (54515.930000 sec): 120 clusters
  Score: Raw -106220613.230671 + Penalty 265331.024965 = -105955282.205706
  nChanged 123
Iteration 405Q (54632.520000 sec): 120 clusters
  Score: Raw -106220649.613044 + Penalty 265331.024965 = -105955318.588079
  nChanged 125
Iteration 406Q (54748.450000 sec): 120 clusters
  Score: Raw -106220683.216311 + Penalty 265331.024965 = -105955352.191346
  nChanged 117
Iteration 407Q (54876.960000 sec): 120 clusters
  Score: Raw -106220709.481415 + Penalty 265331.024965 = -105955378.456450
  nChanged 115
Iteration 408Q (55004.170000 sec): 120 clusters
  Score: Raw -106220730.924999 + Penalty 265331.024965 = -105955399.900034
  nChanged 109
Iteration 409Q (55133.260000 sec): 120 clusters
  Score: Raw -106220751.994300 + Penalty 265331.024965 = -105955420.969335
  nChanged 89
Iteration 410Q (55251.430000 sec): 120 clusters
  Score: Raw -106220766.868444 + Penalty 265331.024965 = -105955435.843479
  nChanged 80
Iteration 411Q (55375.780000 sec): 120 clusters
  Score: Raw -106220781.090928 + Penalty 265331.024965 = -105955450.065963
  nChanged 91
Iteration 412Q (55502.800000 sec): 120 clusters
  Score: Raw -106220794.730840 + Penalty 265331.024965 = -105955463.705875
  nChanged 71
Iteration 413Q (55626.870000 sec): 120 clusters
  Score: Raw -106220806.345012 + Penalty 265331.024965 = -105955475.320047
  nChanged 68
Iteration 414Q (55744.010000 sec): 120 clusters
  Score: Raw -106220814.151816 + Penalty 265331.024965 = -105955483.126851
  nChanged 54
Iteration 415Q (55863.710000 sec): 120 clusters
  Score: Raw -106220821.225655 + Penalty 265331.024965 = -105955490.200690
  nChanged 66
Iteration 416Q (55984.680000 sec): 120 clusters
  Score: Raw -106220829.353648 + Penalty 265331.024965 = -105955498.328683
  nChanged 58
Iteration 417Q (56103.270000 sec): 120 clusters
  Score: Raw -106220836.395889 + Penalty 265331.024965 = -105955505.370924
  nChanged 53
Iteration 418Q (56235.270000 sec): 120 clusters
  Score: Raw -106220842.963845 + Penalty 265331.024965 = -105955511.938880
  nChanged 51
Writing temp clu file 
Because OldScore, -105955505.370924, is greater than current (better) Score,-105955511.938880 
 Compute initial score before splitting:   Score: Raw -106220842.963845 + Penalty 265331.024965 = -105955511.938880
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56235.680000 sec): 2 clusters
  Score: Raw -138066.568075 + Penalty 1164.894233 = -136901.673842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56235.850000 sec): 3 clusters
  Score: Raw -137586.367477 + Penalty 2329.788467 = -135256.579010
  nChanged 438
		SP:Iteration 1F (56235.990000 sec): 3 clusters
  Score: Raw -137975.447594 + Penalty 2329.788467 = -135645.659128
  nChanged 109
		SP:Iteration 2F (56236.170000 sec): 3 clusters
  Score: Raw -138115.437253 + Penalty 2329.788467 = -135785.648786
  nChanged 50
		SP:Iteration 3Q (56236.390000 sec): 3 clusters
  Score: Raw -138174.363789 + Penalty 2329.788467 = -135844.575322
  nChanged 36
		SP:Iteration 4Q (56236.570000 sec): 3 clusters
  Score: Raw -138217.933467 + Penalty 2329.788467 = -135888.145001
  nChanged 38
		SP:Iteration 5Q (56236.720000 sec): 3 clusters
  Score: Raw -138256.115155 + Penalty 2329.788467 = -135926.326689
  nChanged 27
		SP:Iteration 6Q (56236.890000 sec): 3 clusters
  Score: Raw -138279.477904 + Penalty 2329.788467 = -135949.689438
  nChanged 20
		SP:Iteration 7Q (56237.030000 sec): 3 clusters
  Score: Raw -138299.001370 + Penalty 2329.788467 = -135969.212903
  nChanged 16
		SP:Iteration 8Q (56237.200000 sec): 3 clusters
  Score: Raw -138313.194332 + Penalty 2329.788467 = -135983.405865
  nChanged 10
		SP:Iteration 9Q (56237.310000 sec): 3 clusters
  Score: Raw -138321.058233 + Penalty 2329.788467 = -135991.269767
  nChanged 5
		SP:Iteration 10Q (56237.510000 sec): 3 clusters
  Score: Raw -138324.870117 + Penalty 2329.788467 = -135995.081651
  nChanged 6
		SP:Iteration 11Q (56237.700000 sec): 3 clusters
  Score: Raw -138328.149666 + Penalty 2329.788467 = -135998.361200
  nChanged 1
		SP:Iteration 12Q (56237.850000 sec): 3 clusters
  Score: Raw -138329.363996 + Penalty 2329.788467 = -135999.575530
  nChanged 2
		SP:Iteration 13Q (56238.030000 sec): 3 clusters
  Score: Raw -138330.770486 + Penalty 2329.788467 = -136000.982019
  nChanged 1
		SP:Iteration 14Q (56238.190000 sec): 3 clusters
  Score: Raw -138331.878377 + Penalty 2329.788467 = -136002.089910
  nChanged 3
		SP:Iteration 15Q (56238.370000 sec): 3 clusters
  Score: Raw -138333.530079 + Penalty 2329.788467 = -136003.741613
  nChanged 3
		SP:Iteration 16Q (56238.580000 sec): 3 clusters
  Score: Raw -138337.491590 + Penalty 2329.788467 = -136007.703124
  nChanged 7
		SP:Iteration 17Q (56238.730000 sec): 3 clusters
  Score: Raw -138342.060011 + Penalty 2329.788467 = -136012.271544
  nChanged 4
		SP:Iteration 18Q (56238.920000 sec): 3 clusters
  Score: Raw -138345.948388 + Penalty 2329.788467 = -136016.159921
  nChanged 6
		SP:Iteration 19Q (56239.100000 sec): 3 clusters
  Score: Raw -138348.697004 + Penalty 2329.788467 = -136018.908538
  nChanged 4
		SP:Iteration 20F (56239.310000 sec): 3 clusters
  Score: Raw -138357.585926 + Penalty 2329.788467 = -136027.797459
  nChanged 6
		SP:Iteration 21Q (56239.490000 sec): 3 clusters
  Score: Raw -138361.118682 + Penalty 2329.788467 = -136031.330215
  nChanged 6
		SP:Iteration 22Q (56239.610000 sec): 3 clusters
  Score: Raw -138363.683621 + Penalty 2329.788467 = -136033.895155
  nChanged 3
		SP:Iteration 23Q (56239.810000 sec): 3 clusters
  Score: Raw -138365.580519 + Penalty 2329.788467 = -136035.792052
  nChanged 3
		SP:Iteration 24Q (56239.990000 sec): 3 clusters
  Score: Raw -138366.870228 + Penalty 2329.788467 = -136037.081761
  nChanged 3
		SP:Iteration 25Q (56240.170000 sec): 3 clusters
  Score: Raw -138368.418689 + Penalty 2329.788467 = -136038.630222
  nChanged 2
		SP:Iteration 26Q (56240.350000 sec): 3 clusters
  Score: Raw -138369.257182 + Penalty 2329.788467 = -136039.468716
  nChanged 3
		SP:Iteration 27Q (56240.520000 sec): 3 clusters
  Score: Raw -138371.490468 + Penalty 2329.788467 = -136041.702001
  nChanged 4
		SP:Iteration 28Q (56240.700000 sec): 3 clusters
  Score: Raw -138372.983967 + Penalty 2329.788467 = -136043.195500
  nChanged 1
		SP:Iteration 29Q (56240.880000 sec): 3 clusters
  Score: Raw -138373.860703 + Penalty 2329.788467 = -136044.072237
  nChanged 1
		SP:Iteration 30Q (56241.070000 sec): 3 clusters
  Score: Raw -138374.351809 + Penalty 2329.788467 = -136044.563342
  nChanged 0
		SP:Iteration 31F (56241.240000 sec): 3 clusters
  Score: Raw -138374.351809 + Penalty 2329.788467 = -136044.563342
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56241.370000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56241.560000 sec): 3 clusters
  Score: Raw -309608.561893 + Penalty 2560.769733 = -307047.792160
  nChanged 986
		SP:Iteration 1F (56241.720000 sec): 3 clusters
  Score: Raw -310181.570392 + Penalty 2560.769733 = -307620.800659
  nChanged 224
		SP:Iteration 2F (56241.910000 sec): 3 clusters
  Score: Raw -310357.516165 + Penalty 2560.769733 = -307796.746432
  nChanged 166
		SP:Iteration 3F (56242.100000 sec): 3 clusters
  Score: Raw -310491.449468 + Penalty 2560.769733 = -307930.679735
  nChanged 137
		SP:Iteration 4F (56242.300000 sec): 3 clusters
  Score: Raw -310635.526104 + Penalty 2560.769733 = -308074.756372
  nChanged 136
		SP:Iteration 5F (56242.470000 sec): 3 clusters
  Score: Raw -310756.691988 + Penalty 2560.769733 = -308195.922255
  nChanged 125
		SP:Iteration 6Q (56242.620000 sec): 3 clusters
  Score: Raw -310883.475988 + Penalty 2560.769733 = -308322.706255
  nChanged 112
		SP:Iteration 7Q (56242.790000 sec): 3 clusters
  Score: Raw -310999.781390 + Penalty 2560.769733 = -308439.011657
  nChanged 103
		SP:Iteration 8Q (56242.960000 sec): 3 clusters
  Score: Raw -311123.113698 + Penalty 2560.769733 = -308562.343965
  nChanged 112
		SP:Iteration 9Q (56243.120000 sec): 3 clusters
  Score: Raw -311297.382488 + Penalty 2560.769733 = -308736.612755
  nChanged 126
		SP:Iteration 10Q (56243.300000 sec): 3 clusters
  Score: Raw -311558.088564 + Penalty 2560.769733 = -308997.318831
  nChanged 127
		SP:Iteration 11Q (56243.510000 sec): 3 clusters
  Score: Raw -311827.189258 + Penalty 2560.769733 = -309266.419525
  nChanged 110
		SP:Iteration 12Q (56243.660000 sec): 3 clusters
  Score: Raw -312000.680369 + Penalty 2560.769733 = -309439.910636
  nChanged 61
		SP:Iteration 13Q (56243.880000 sec): 3 clusters
  Score: Raw -312069.117495 + Penalty 2560.769733 = -309508.347763
  nChanged 27
		SP:Iteration 14Q (56244.060000 sec): 3 clusters
  Score: Raw -312089.830089 + Penalty 2560.769733 = -309529.060356
  nChanged 15
		SP:Iteration 15Q (56244.200000 sec): 3 clusters
  Score: Raw -312101.078345 + Penalty 2560.769733 = -309540.308612
  nChanged 9
		SP:Iteration 16Q (56244.410000 sec): 3 clusters
  Score: Raw -312108.905421 + Penalty 2560.769733 = -309548.135689
  nChanged 4
		SP:Iteration 17Q (56244.580000 sec): 3 clusters
  Score: Raw -312111.254025 + Penalty 2560.769733 = -309550.484293
  nChanged 2
		SP:Iteration 18Q (56244.760000 sec): 3 clusters
  Score: Raw -312111.943385 + Penalty 2560.769733 = -309551.173652
  nChanged 0
		SP:Iteration 19F (56244.960000 sec): 3 clusters
  Score: Raw -312111.943385 + Penalty 2560.769733 = -309551.173652
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56245.710000 sec): 2 clusters
  Score: Raw -6159207.636502 + Penalty 1757.134645 = -6157450.501858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56246.140000 sec): 3 clusters
  Score: Raw -6127726.436746 + Penalty 3514.269289 = -6124212.167456
  nChanged 23289
		SP:Iteration 1F (56246.490000 sec): 3 clusters
  Score: Raw -6140877.841231 + Penalty 3514.269289 = -6137363.571942
  nChanged 1773
		SP:Iteration 2Q (56246.900000 sec): 3 clusters
  Score: Raw -6141289.157310 + Penalty 3514.269289 = -6137774.888021
  nChanged 1645
		SP:Iteration 3Q (56247.380000 sec): 3 clusters
  Score: Raw -6141662.128974 + Penalty 3514.269289 = -6138147.859685
  nChanged 1515
		SP:Iteration 4Q (56247.780000 sec): 3 clusters
  Score: Raw -6142035.281842 + Penalty 3514.269289 = -6138521.012552
  nChanged 1491
		SP:Iteration 5Q (56248.210000 sec): 3 clusters
  Score: Raw -6142470.285140 + Penalty 3514.269289 = -6138956.015850
  nChanged 1641
		SP:Iteration 6Q (56248.630000 sec): 3 clusters
  Score: Raw -6143083.642517 + Penalty 3514.269289 = -6139569.373227
  nChanged 2049
		SP:Iteration 7Q (56249.050000 sec): 3 clusters
  Score: Raw -6144013.657941 + Penalty 3514.269289 = -6140499.388652
  nChanged 2652
		SP:Iteration 8F (56249.430000 sec): 3 clusters
  Score: Raw -6145573.000139 + Penalty 3514.269289 = -6142058.730849
  nChanged 3278
		SP:Iteration 9F (56249.840000 sec): 3 clusters
  Score: Raw -6147914.352108 + Penalty 3514.269289 = -6144400.082818
  nChanged 3790
		SP:Iteration 10F (56250.180000 sec): 3 clusters
  Score: Raw -6151114.217752 + Penalty 3514.269289 = -6147599.948462
  nChanged 3687
		SP:Iteration 11F (56250.570000 sec): 3 clusters
  Score: Raw -6154541.426275 + Penalty 3514.269289 = -6151027.156986
  nChanged 2713
		SP:Iteration 12F (56250.920000 sec): 3 clusters
  Score: Raw -6157086.750480 + Penalty 3514.269289 = -6153572.481191
  nChanged 1490
		SP:Iteration 13Q (56251.290000 sec): 3 clusters
  Score: Raw -6158456.750550 + Penalty 3514.269289 = -6154942.481261
  nChanged 623
		SP:Iteration 14Q (56251.620000 sec): 3 clusters
  Score: Raw -6159017.499048 + Penalty 3514.269289 = -6155503.229759
  nChanged 209
		SP:Iteration 15Q (56251.930000 sec): 3 clusters
  Score: Raw -6159223.643283 + Penalty 3514.269289 = -6155709.373994
  nChanged 67
		SP:Iteration 16Q (56252.260000 sec): 3 clusters
  Score: Raw -6159309.829302 + Penalty 3514.269289 = -6155795.560013
  nChanged 27
		SP:Iteration 17Q (56252.630000 sec): 3 clusters
  Score: Raw -6159347.663206 + Penalty 3514.269289 = -6155833.393917
  nChanged 12
		SP:Iteration 18Q (56252.970000 sec): 3 clusters
  Score: Raw -6159363.227613 + Penalty 3514.269289 = -6155848.958324
  nChanged 10
		SP:Iteration 19Q (56253.370000 sec): 3 clusters
  Score: Raw -6159376.836736 + Penalty 3514.269289 = -6155862.567446
  nChanged 9
		SP:Iteration 20F (56253.800000 sec): 3 clusters
  Score: Raw -6159390.406800 + Penalty 3514.269289 = -6155876.137511
  nChanged 7
		SP:Iteration 21Q (56254.210000 sec): 3 clusters
  Score: Raw -6159401.936019 + Penalty 3514.269289 = -6155887.666730
  nChanged 3
		SP:Iteration 22Q (56254.560000 sec): 3 clusters
  Score: Raw -6159404.080066 + Penalty 3514.269289 = -6155889.810777
  nChanged 1
		SP:Iteration 23Q (56254.950000 sec): 3 clusters
  Score: Raw -6159408.801572 + Penalty 3514.269289 = -6155894.532282
  nChanged 2
		SP:Iteration 24Q (56255.330000 sec): 3 clusters
  Score: Raw -6159410.448942 + Penalty 3514.269289 = -6155896.179653
  nChanged 1
		SP:Iteration 25Q (56255.730000 sec): 3 clusters
  Score: Raw -6159413.040470 + Penalty 3514.269289 = -6155898.771181
  nChanged 2
		SP:Iteration 26Q (56256.130000 sec): 3 clusters
  Score: Raw -6159414.457064 + Penalty 3514.269289 = -6155900.187775
  nChanged 2
		SP:Iteration 27Q (56256.500000 sec): 3 clusters
  Score: Raw -6159418.606971 + Penalty 3514.269289 = -6155904.337682
  nChanged 3
		SP:Iteration 28Q (56256.870000 sec): 3 clusters
  Score: Raw -6159425.756504 + Penalty 3514.269289 = -6155911.487215
  nChanged 2
		SP:Iteration 29Q (56257.200000 sec): 3 clusters
  Score: Raw -6159427.325411 + Penalty 3514.269289 = -6155913.056121
  nChanged 3
		SP:Iteration 30Q (56257.570000 sec): 3 clusters
  Score: Raw -6159431.341146 + Penalty 3514.269289 = -6155917.071857
  nChanged 1
		SP:Iteration 31Q (56257.990000 sec): 3 clusters
  Score: Raw -6159432.634346 + Penalty 3514.269289 = -6155918.365056
  nChanged 0
		SP:Iteration 32F (56258.360000 sec): 3 clusters
  Score: Raw -6159432.634346 + Penalty 3514.269289 = -6155918.365056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56258.500000 sec): 2 clusters
  Score: Raw -299174.135036 + Penalty 1281.549307 = -297892.585729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56258.720000 sec): 3 clusters
  Score: Raw -297995.893397 + Penalty 2563.098613 = -295432.794784
  nChanged 969
		SP:Iteration 1F (56258.900000 sec): 3 clusters
  Score: Raw -298675.477471 + Penalty 2563.098613 = -296112.378858
  nChanged 269
		SP:Iteration 2F (56259.040000 sec): 3 clusters
  Score: Raw -298959.359889 + Penalty 2563.098613 = -296396.261276
  nChanged 223
		SP:Iteration 3F (56259.250000 sec): 3 clusters
  Score: Raw -299211.188377 + Penalty 2563.098613 = -296648.089764
  nChanged 192
		SP:Iteration 4F (56259.440000 sec): 3 clusters
  Score: Raw -299474.619563 + Penalty 2563.098613 = -296911.520950
  nChanged 164
		SP:Iteration 5F (56259.620000 sec): 3 clusters
  Score: Raw -299688.442715 + Penalty 2563.098613 = -297125.344102
  nChanged 138
		SP:Iteration 6F (56259.800000 sec): 3 clusters
  Score: Raw -299850.699519 + Penalty 2563.098613 = -297287.600906
  nChanged 108
		SP:Iteration 7Q (56259.990000 sec): 3 clusters
  Score: Raw -300002.968251 + Penalty 2563.098613 = -297439.869637
  nChanged 93
		SP:Iteration 8Q (56260.170000 sec): 3 clusters
  Score: Raw -300142.612224 + Penalty 2563.098613 = -297579.513611
  nChanged 69
		SP:Iteration 9Q (56260.360000 sec): 3 clusters
  Score: Raw -300221.605745 + Penalty 2563.098613 = -297658.507132
  nChanged 40
		SP:Iteration 10Q (56260.520000 sec): 3 clusters
  Score: Raw -300252.410339 + Penalty 2563.098613 = -297689.311725
  nChanged 17
		SP:Iteration 11Q (56260.700000 sec): 3 clusters
  Score: Raw -300261.692530 + Penalty 2563.098613 = -297698.593917
  nChanged 11
		SP:Iteration 12Q (56260.890000 sec): 3 clusters
  Score: Raw -300268.348863 + Penalty 2563.098613 = -297705.250250
  nChanged 5
		SP:Iteration 13Q (56261.110000 sec): 3 clusters
  Score: Raw -300272.036342 + Penalty 2563.098613 = -297708.937729
  nChanged 5
		SP:Iteration 14Q (56261.290000 sec): 3 clusters
  Score: Raw -300273.510503 + Penalty 2563.098613 = -297710.411890
  nChanged 2
		SP:Iteration 15Q (56261.470000 sec): 3 clusters
  Score: Raw -300273.836360 + Penalty 2563.098613 = -297710.737747
  nChanged 1
		SP:Iteration 16Q (56261.660000 sec): 3 clusters
  Score: Raw -300274.308191 + Penalty 2563.098613 = -297711.209578
  nChanged 3
		SP:Iteration 17Q (56261.840000 sec): 3 clusters
  Score: Raw -300275.196104 + Penalty 2563.098613 = -297712.097491
  nChanged 1
		SP:Iteration 18Q (56262.040000 sec): 3 clusters
  Score: Raw -300275.440130 + Penalty 2563.098613 = -297712.341517
  nChanged 1
		SP:Iteration 19Q (56262.210000 sec): 3 clusters
  Score: Raw -300275.632225 + Penalty 2563.098613 = -297712.533611
  nChanged 1
		SP:Iteration 20F (56262.370000 sec): 3 clusters
  Score: Raw -300275.842700 + Penalty 2563.098613 = -297712.744087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56262.490000 sec): 2 clusters
  Score: Raw -25320.942703 + Penalty 882.268665 = -24438.674038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56262.690000 sec): 3 clusters
  Score: Raw -25565.005630 + Penalty 1764.537329 = -23800.468300
  nChanged 57
		SP:Iteration 1F (56262.850000 sec): 3 clusters
  Score: Raw -25700.444874 + Penalty 1764.537329 = -23935.907544
  nChanged 18
		SP:Iteration 2F (56262.990000 sec): 3 clusters
  Score: Raw -25764.519288 + Penalty 1764.537329 = -23999.981959
  nChanged 14
		SP:Iteration 3F (56263.200000 sec): 3 clusters
  Score: Raw -25820.037324 + Penalty 1764.537329 = -24055.499995
  nChanged 11
		SP:Iteration 4Q (56263.400000 sec): 3 clusters
  Score: Raw -25856.486749 + Penalty 1764.537329 = -24091.949420
  nChanged 2
		SP:Iteration 5Q (56263.550000 sec): 3 clusters
  Score: Raw -25858.957003 + Penalty 1764.537329 = -24094.419673
  nChanged 0
		SP:Iteration 6F (56263.770000 sec): 3 clusters
  Score: Raw -25858.957003 + Penalty 1764.537329 = -24094.419673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56263.830000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56264.040000 sec): 3 clusters
  Score: Raw -63261.024437 + Penalty 2046.560529 = -61214.463908
  nChanged 118
		SP:Iteration 1F (56264.160000 sec): 3 clusters
  Score: Raw -63429.749829 + Penalty 2046.560529 = -61383.189300
  nChanged 38
		SP:Iteration 2F (56264.310000 sec): 3 clusters
  Score: Raw -63483.149294 + Penalty 2046.560529 = -61436.588765
  nChanged 8
		SP:Iteration 3Q (56264.530000 sec): 3 clusters
  Score: Raw -63492.200832 + Penalty 2046.560529 = -61445.640303
  nChanged 6
		SP:Iteration 4Q (56264.690000 sec): 3 clusters
  Score: Raw -63498.316578 + Penalty 2046.560529 = -61451.756049
  nChanged 5
		SP:Iteration 5Q (56264.830000 sec): 3 clusters
  Score: Raw -63503.745508 + Penalty 2046.560529 = -61457.184979
  nChanged 1
		SP:Iteration 6Q (56264.980000 sec): 3 clusters
  Score: Raw -63507.045082 + Penalty 2046.560529 = -61460.484553
  nChanged 2
		SP:Iteration 7Q (56265.180000 sec): 3 clusters
  Score: Raw -63510.459895 + Penalty 2046.560529 = -61463.899366
  nChanged 0
		SP:Iteration 8F (56265.350000 sec): 3 clusters
  Score: Raw -63510.459895 + Penalty 2046.560529 = -61463.899366
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56265.520000 sec): 2 clusters
  Score: Raw -999267.656632 + Penalty 1461.250169 = -997806.406463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56265.700000 sec): 3 clusters
  Score: Raw -994843.651832 + Penalty 2922.500338 = -991921.151494
  nChanged 3379
		SP:Iteration 1F (56265.910000 sec): 3 clusters
  Score: Raw -996633.824022 + Penalty 2922.500338 = -993711.323684
  nChanged 488
		SP:Iteration 2F (56266.110000 sec): 3 clusters
  Score: Raw -996870.061927 + Penalty 2922.500338 = -993947.561589
  nChanged 450
		SP:Iteration 3F (56266.330000 sec): 3 clusters
  Score: Raw -997082.807042 + Penalty 2922.500338 = -994160.306704
  nChanged 404
		SP:Iteration 4F (56266.520000 sec): 3 clusters
  Score: Raw -997318.838387 + Penalty 2922.500338 = -994396.338049
  nChanged 453
		SP:Iteration 5F (56266.750000 sec): 3 clusters
  Score: Raw -997624.016593 + Penalty 2922.500338 = -994701.516255
  nChanged 489
		SP:Iteration 6F (56266.950000 sec): 3 clusters
  Score: Raw -997969.023908 + Penalty 2922.500338 = -995046.523570
  nChanged 473
		SP:Iteration 7F (56267.190000 sec): 3 clusters
  Score: Raw -998324.983798 + Penalty 2922.500338 = -995402.483460
  nChanged 430
		SP:Iteration 8F (56267.340000 sec): 3 clusters
  Score: Raw -998651.994033 + Penalty 2922.500338 = -995729.493695
  nChanged 370
		SP:Iteration 9Q (56267.560000 sec): 3 clusters
  Score: Raw -998944.156347 + Penalty 2922.500338 = -996021.656008
  nChanged 322
		SP:Iteration 10Q (56267.770000 sec): 3 clusters
  Score: Raw -999174.125860 + Penalty 2922.500338 = -996251.625522
  nChanged 252
		SP:Iteration 11Q (56267.980000 sec): 3 clusters
  Score: Raw -999335.969210 + Penalty 2922.500338 = -996413.468872
  nChanged 198
		SP:Iteration 12Q (56268.160000 sec): 3 clusters
  Score: Raw -999463.698728 + Penalty 2922.500338 = -996541.198390
  nChanged 164
		SP:Iteration 13Q (56268.400000 sec): 3 clusters
  Score: Raw -999567.606906 + Penalty 2922.500338 = -996645.106568
  nChanged 131
		SP:Iteration 14Q (56268.610000 sec): 3 clusters
  Score: Raw -999643.473607 + Penalty 2922.500338 = -996720.973269
  nChanged 121
		SP:Iteration 15Q (56268.840000 sec): 3 clusters
  Score: Raw -999721.943332 + Penalty 2922.500338 = -996799.442994
  nChanged 126
		SP:Iteration 16Q (56269.020000 sec): 3 clusters
  Score: Raw -999813.245792 + Penalty 2922.500338 = -996890.745454
  nChanged 129
		SP:Iteration 17Q (56269.210000 sec): 3 clusters
  Score: Raw -999928.545088 + Penalty 2922.500338 = -997006.044749
  nChanged 115
		SP:Iteration 18Q (56269.430000 sec): 3 clusters
  Score: Raw -1000053.594245 + Penalty 2922.500338 = -997131.093907
  nChanged 107
		SP:Iteration 19Q (56269.630000 sec): 3 clusters
  Score: Raw -1000156.067946 + Penalty 2922.500338 = -997233.567608
  nChanged 70
		SP:Iteration 20F (56269.860000 sec): 3 clusters
  Score: Raw -1000210.152488 + Penalty 2922.500338 = -997287.652150
  nChanged 64
		SP:Iteration 21Q (56270.070000 sec): 3 clusters
  Score: Raw -1000250.323668 + Penalty 2922.500338 = -997327.823330
  nChanged 46
		SP:Iteration 22Q (56270.230000 sec): 3 clusters
  Score: Raw -1000282.908457 + Penalty 2922.500338 = -997360.408118
  nChanged 41
		SP:Iteration 23Q (56270.470000 sec): 3 clusters
  Score: Raw -1000307.308406 + Penalty 2922.500338 = -997384.808068
  nChanged 35
		SP:Iteration 24Q (56270.630000 sec): 3 clusters
  Score: Raw -1000328.496246 + Penalty 2922.500338 = -997405.995908
  nChanged 39
		SP:Iteration 25Q (56270.810000 sec): 3 clusters
  Score: Raw -1000352.400335 + Penalty 2922.500338 = -997429.899996
  nChanged 33
		SP:Iteration 26Q (56271.030000 sec): 3 clusters
  Score: Raw -1000370.846753 + Penalty 2922.500338 = -997448.346415
  nChanged 35
		SP:Iteration 27Q (56271.210000 sec): 3 clusters
  Score: Raw -1000383.680858 + Penalty 2922.500338 = -997461.180520
  nChanged 19
		SP:Iteration 28Q (56271.390000 sec): 3 clusters
  Score: Raw -1000389.292451 + Penalty 2922.500338 = -997466.792113
  nChanged 15
		SP:Iteration 29Q (56271.580000 sec): 3 clusters
  Score: Raw -1000392.969461 + Penalty 2922.500338 = -997470.469123
  nChanged 9
		SP:Iteration 30Q (56271.740000 sec): 3 clusters
  Score: Raw -1000395.180513 + Penalty 2922.500338 = -997472.680175
  nChanged 7
		SP:Iteration 31Q (56271.940000 sec): 3 clusters
  Score: Raw -1000396.413075 + Penalty 2922.500338 = -997473.912737
  nChanged 8
		SP:Iteration 32Q (56272.150000 sec): 3 clusters
  Score: Raw -1000397.979657 + Penalty 2922.500338 = -997475.479319
  nChanged 6
		SP:Iteration 33Q (56272.370000 sec): 3 clusters
  Score: Raw -1000399.307389 + Penalty 2922.500338 = -997476.807051
  nChanged 3
		SP:Iteration 34Q (56272.520000 sec): 3 clusters
  Score: Raw -1000399.696394 + Penalty 2922.500338 = -997477.196055
  nChanged 1
		SP:Iteration 35Q (56272.720000 sec): 3 clusters
  Score: Raw -1000399.821683 + Penalty 2922.500338 = -997477.321345
  nChanged 0
		SP:Iteration 36F (56272.940000 sec): 3 clusters
  Score: Raw -1000399.821683 + Penalty 2922.500338 = -997477.321345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56273.050000 sec): 2 clusters
  Score: Raw -874951.822412 + Penalty 1440.015460 = -873511.806952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56273.250000 sec): 3 clusters
  Score: Raw -871068.790333 + Penalty 2880.030919 = -868188.759414
  nChanged 2967
		SP:Iteration 1F (56273.440000 sec): 3 clusters
  Score: Raw -872678.869971 + Penalty 2880.030919 = -869798.839052
  nChanged 502
		SP:Iteration 2F (56273.640000 sec): 3 clusters
  Score: Raw -872969.539641 + Penalty 2880.030919 = -870089.508721
  nChanged 444
		SP:Iteration 3F (56273.840000 sec): 3 clusters
  Score: Raw -873221.156778 + Penalty 2880.030919 = -870341.125859
  nChanged 376
		SP:Iteration 4F (56274.040000 sec): 3 clusters
  Score: Raw -873415.463180 + Penalty 2880.030919 = -870535.432261
  nChanged 321
		SP:Iteration 5Q (56274.210000 sec): 3 clusters
  Score: Raw -873600.653120 + Penalty 2880.030919 = -870720.622201
  nChanged 325
		SP:Iteration 6Q (56274.410000 sec): 3 clusters
  Score: Raw -873790.292828 + Penalty 2880.030919 = -870910.261909
  nChanged 290
		SP:Iteration 7Q (56274.590000 sec): 3 clusters
  Score: Raw -873954.768269 + Penalty 2880.030919 = -871074.737350
  nChanged 267
		SP:Iteration 8Q (56274.840000 sec): 3 clusters
  Score: Raw -874090.811816 + Penalty 2880.030919 = -871210.780897
  nChanged 225
		SP:Iteration 9Q (56275.020000 sec): 3 clusters
  Score: Raw -874195.023252 + Penalty 2880.030919 = -871314.992333
  nChanged 197
		SP:Iteration 10Q (56275.230000 sec): 3 clusters
  Score: Raw -874284.929737 + Penalty 2880.030919 = -871404.898818
  nChanged 179
		SP:Iteration 11Q (56275.400000 sec): 3 clusters
  Score: Raw -874356.736269 + Penalty 2880.030919 = -871476.705349
  nChanged 154
		SP:Iteration 12Q (56275.650000 sec): 3 clusters
  Score: Raw -874421.467386 + Penalty 2880.030919 = -871541.436467
  nChanged 131
		SP:Iteration 13Q (56275.820000 sec): 3 clusters
  Score: Raw -874478.487412 + Penalty 2880.030919 = -871598.456492
  nChanged 134
		SP:Iteration 14Q (56276.050000 sec): 3 clusters
  Score: Raw -874533.401149 + Penalty 2880.030919 = -871653.370230
  nChanged 128
		SP:Iteration 15Q (56276.230000 sec): 3 clusters
  Score: Raw -874595.019539 + Penalty 2880.030919 = -871714.988620
  nChanged 160
		SP:Iteration 16Q (56276.420000 sec): 3 clusters
  Score: Raw -874665.768898 + Penalty 2880.030919 = -871785.737979
  nChanged 131
		SP:Iteration 17Q (56276.640000 sec): 3 clusters
  Score: Raw -874719.011469 + Penalty 2880.030919 = -871838.980550
  nChanged 110
		SP:Iteration 18Q (56276.800000 sec): 3 clusters
  Score: Raw -874769.182649 + Penalty 2880.030919 = -871889.151730
  nChanged 116
		SP:Iteration 19Q (56276.990000 sec): 3 clusters
  Score: Raw -874815.015898 + Penalty 2880.030919 = -871934.984978
  nChanged 86
		SP:Iteration 20F (56277.170000 sec): 3 clusters
  Score: Raw -874846.971562 + Penalty 2880.030919 = -871966.940643
  nChanged 70
		SP:Iteration 21Q (56277.370000 sec): 3 clusters
  Score: Raw -874873.059481 + Penalty 2880.030919 = -871993.028562
  nChanged 71
		SP:Iteration 22Q (56277.530000 sec): 3 clusters
  Score: Raw -874893.401813 + Penalty 2880.030919 = -872013.370894
  nChanged 46
		SP:Iteration 23Q (56277.750000 sec): 3 clusters
  Score: Raw -874905.772987 + Penalty 2880.030919 = -872025.742068
  nChanged 44
		SP:Iteration 24Q (56277.960000 sec): 3 clusters
  Score: Raw -874917.910692 + Penalty 2880.030919 = -872037.879772
  nChanged 44
		SP:Iteration 25Q (56278.160000 sec): 3 clusters
  Score: Raw -874931.142069 + Penalty 2880.030919 = -872051.111149
  nChanged 40
		SP:Iteration 26Q (56278.350000 sec): 3 clusters
  Score: Raw -874945.594226 + Penalty 2880.030919 = -872065.563307
  nChanged 50
		SP:Iteration 27Q (56278.530000 sec): 3 clusters
  Score: Raw -874961.264678 + Penalty 2880.030919 = -872081.233758
  nChanged 47
		SP:Iteration 28Q (56278.740000 sec): 3 clusters
  Score: Raw -874977.073146 + Penalty 2880.030919 = -872097.042227
  nChanged 52
		SP:Iteration 29Q (56278.960000 sec): 3 clusters
  Score: Raw -874991.232799 + Penalty 2880.030919 = -872111.201880
  nChanged 39
		SP:Iteration 30Q (56279.160000 sec): 3 clusters
  Score: Raw -875000.844403 + Penalty 2880.030919 = -872120.813483
  nChanged 30
		SP:Iteration 31Q (56279.340000 sec): 3 clusters
  Score: Raw -875008.941706 + Penalty 2880.030919 = -872128.910787
  nChanged 29
		SP:Iteration 32Q (56279.500000 sec): 3 clusters
  Score: Raw -875015.424115 + Penalty 2880.030919 = -872135.393196
  nChanged 25
		SP:Iteration 33Q (56279.690000 sec): 3 clusters
  Score: Raw -875022.481261 + Penalty 2880.030919 = -872142.450342
  nChanged 24
		SP:Iteration 34Q (56279.920000 sec): 3 clusters
  Score: Raw -875027.445464 + Penalty 2880.030919 = -872147.414545
  nChanged 23
		SP:Iteration 35Q (56280.100000 sec): 3 clusters
  Score: Raw -875033.115123 + Penalty 2880.030919 = -872153.084203
  nChanged 27
		SP:Iteration 36Q (56280.310000 sec): 3 clusters
  Score: Raw -875039.354167 + Penalty 2880.030919 = -872159.323248
  nChanged 19
		SP:Iteration 37Q (56280.510000 sec): 3 clusters
  Score: Raw -875044.246202 + Penalty 2880.030919 = -872164.215282
  nChanged 19
		SP:Iteration 38Q (56280.750000 sec): 3 clusters
  Score: Raw -875049.459716 + Penalty 2880.030919 = -872169.428797
  nChanged 19
		SP:Iteration 39Q (56280.910000 sec): 3 clusters
  Score: Raw -875054.954430 + Penalty 2880.030919 = -872174.923511
  nChanged 24
		SP:Iteration 40F (56281.130000 sec): 3 clusters
  Score: Raw -875060.208485 + Penalty 2880.030919 = -872180.177566
  nChanged 23
		SP:Iteration 41Q (56281.330000 sec): 3 clusters
  Score: Raw -875064.660013 + Penalty 2880.030919 = -872184.629094
  nChanged 18
		SP:Iteration 42Q (56281.530000 sec): 3 clusters
  Score: Raw -875068.849190 + Penalty 2880.030919 = -872188.818271
  nChanged 20
		SP:Iteration 43Q (56281.740000 sec): 3 clusters
  Score: Raw -875074.134944 + Penalty 2880.030919 = -872194.104024
  nChanged 16
		SP:Iteration 44Q (56281.950000 sec): 3 clusters
  Score: Raw -875078.402183 + Penalty 2880.030919 = -872198.371264
  nChanged 15
		SP:Iteration 45Q (56282.140000 sec): 3 clusters
  Score: Raw -875082.455005 + Penalty 2880.030919 = -872202.424086
  nChanged 14
		SP:Iteration 46Q (56282.330000 sec): 3 clusters
  Score: Raw -875085.031731 + Penalty 2880.030919 = -872205.000812
  nChanged 7
		SP:Iteration 47Q (56282.500000 sec): 3 clusters
  Score: Raw -875086.379837 + Penalty 2880.030919 = -872206.348918
  nChanged 10
		SP:Iteration 48Q (56282.710000 sec): 3 clusters
  Score: Raw -875087.716044 + Penalty 2880.030919 = -872207.685125
  nChanged 10
		SP:Iteration 49Q (56282.910000 sec): 3 clusters
  Score: Raw -875090.197916 + Penalty 2880.030919 = -872210.166997
  nChanged 12
		SP:Iteration 50Q (56283.150000 sec): 3 clusters
  Score: Raw -875093.030592 + Penalty 2880.030919 = -872212.999673
  nChanged 6
		SP:Iteration 51Q (56283.310000 sec): 3 clusters
  Score: Raw -875093.562437 + Penalty 2880.030919 = -872213.531517
  nChanged 3
		SP:Iteration 52Q (56283.510000 sec): 3 clusters
  Score: Raw -875094.180990 + Penalty 2880.030919 = -872214.150071
  nChanged 2
		SP:Iteration 53Q (56283.750000 sec): 3 clusters
  Score: Raw -875094.567743 + Penalty 2880.030919 = -872214.536824
  nChanged 2
		SP:Iteration 54Q (56283.930000 sec): 3 clusters
  Score: Raw -875094.813204 + Penalty 2880.030919 = -872214.782285
  nChanged 1
		SP:Iteration 55Q (56284.100000 sec): 3 clusters
  Score: Raw -875094.999961 + Penalty 2880.030919 = -872214.969042
  nChanged 1
		SP:Iteration 56Q (56284.320000 sec): 3 clusters
  Score: Raw -875095.134079 + Penalty 2880.030919 = -872215.103160
  nChanged 1
		SP:Iteration 57Q (56284.480000 sec): 3 clusters
  Score: Raw -875095.250081 + Penalty 2880.030919 = -872215.219162
  nChanged 0
		SP:Iteration 58F (56284.690000 sec): 3 clusters
  Score: Raw -875095.250081 + Penalty 2880.030919 = -872215.219162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56284.790000 sec): 2 clusters
  Score: Raw -131496.822642 + Penalty 1154.022345 = -130342.800296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56285.000000 sec): 3 clusters
  Score: Raw -131068.114175 + Penalty 2308.044691 = -128760.069484
  nChanged 367
		SP:Iteration 1F (56285.160000 sec): 3 clusters
  Score: Raw -131420.962592 + Penalty 2308.044691 = -129112.917901
  nChanged 112
		SP:Iteration 2F (56285.340000 sec): 3 clusters
  Score: Raw -131546.296654 + Penalty 2308.044691 = -129238.251963
  nChanged 68
		SP:Iteration 3F (56285.510000 sec): 3 clusters
  Score: Raw -131618.625504 + Penalty 2308.044691 = -129310.580814
  nChanged 46
		SP:Iteration 4Q (56285.690000 sec): 3 clusters
  Score: Raw -131663.455648 + Penalty 2308.044691 = -129355.410957
  nChanged 41
		SP:Iteration 5Q (56285.880000 sec): 3 clusters
  Score: Raw -131707.124841 + Penalty 2308.044691 = -129399.080150
  nChanged 35
		SP:Iteration 6Q (56286.080000 sec): 3 clusters
  Score: Raw -131737.324544 + Penalty 2308.044691 = -129429.279853
  nChanged 28
		SP:Iteration 7Q (56286.210000 sec): 3 clusters
  Score: Raw -131764.695588 + Penalty 2308.044691 = -129456.650897
  nChanged 20
		SP:Iteration 8Q (56286.390000 sec): 3 clusters
  Score: Raw -131786.305276 + Penalty 2308.044691 = -129478.260586
  nChanged 17
		SP:Iteration 9Q (56286.600000 sec): 3 clusters
  Score: Raw -131805.096592 + Penalty 2308.044691 = -129497.051901
  nChanged 15
		SP:Iteration 10Q (56286.750000 sec): 3 clusters
  Score: Raw -131817.799130 + Penalty 2308.044691 = -129509.754439
  nChanged 5
		SP:Iteration 11Q (56286.910000 sec): 3 clusters
  Score: Raw -131824.545620 + Penalty 2308.044691 = -129516.500929
  nChanged 11
		SP:Iteration 12Q (56287.060000 sec): 3 clusters
  Score: Raw -131833.099534 + Penalty 2308.044691 = -129525.054843
  nChanged 11
		SP:Iteration 13Q (56287.200000 sec): 3 clusters
  Score: Raw -131841.352043 + Penalty 2308.044691 = -129533.307353
  nChanged 6
		SP:Iteration 14Q (56287.410000 sec): 3 clusters
  Score: Raw -131845.283994 + Penalty 2308.044691 = -129537.239304
  nChanged 7
		SP:Iteration 15Q (56287.550000 sec): 3 clusters
  Score: Raw -131850.314558 + Penalty 2308.044691 = -129542.269868
  nChanged 10
		SP:Iteration 16Q (56287.760000 sec): 3 clusters
  Score: Raw -131861.514947 + Penalty 2308.044691 = -129553.470256
  nChanged 10
		SP:Iteration 17Q (56287.890000 sec): 3 clusters
  Score: Raw -131870.509608 + Penalty 2308.044691 = -129562.464918
  nChanged 5
		SP:Iteration 18Q (56288.060000 sec): 3 clusters
  Score: Raw -131875.630107 + Penalty 2308.044691 = -129567.585416
  nChanged 5
		SP:Iteration 19Q (56288.260000 sec): 3 clusters
  Score: Raw -131878.783299 + Penalty 2308.044691 = -129570.738608
  nChanged 6
		SP:Iteration 20F (56288.430000 sec): 3 clusters
  Score: Raw -131885.085990 + Penalty 2308.044691 = -129577.041300
  nChanged 5
		SP:Iteration 21Q (56288.600000 sec): 3 clusters
  Score: Raw -131891.183441 + Penalty 2308.044691 = -129583.138750
  nChanged 6
		SP:Iteration 22Q (56288.750000 sec): 3 clusters
  Score: Raw -131894.580410 + Penalty 2308.044691 = -129586.535720
  nChanged 2
		SP:Iteration 23Q (56288.950000 sec): 3 clusters
  Score: Raw -131896.337872 + Penalty 2308.044691 = -129588.293181
  nChanged 0
		SP:Iteration 24F (56289.080000 sec): 3 clusters
  Score: Raw -131896.337872 + Penalty 2308.044691 = -129588.293181
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56289.200000 sec): 2 clusters
  Score: Raw -145889.457653 + Penalty 1156.414048 = -144733.043604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56289.380000 sec): 3 clusters
  Score: Raw -145559.180261 + Penalty 2312.828097 = -143246.352164
  nChanged 371
		SP:Iteration 1F (56289.560000 sec): 3 clusters
  Score: Raw -145933.200335 + Penalty 2312.828097 = -143620.372239
  nChanged 113
		SP:Iteration 2F (56289.730000 sec): 3 clusters
  Score: Raw -146114.076910 + Penalty 2312.828097 = -143801.248813
  nChanged 84
		SP:Iteration 3F (56289.900000 sec): 3 clusters
  Score: Raw -146229.694116 + Penalty 2312.828097 = -143916.866019
  nChanged 56
		SP:Iteration 4Q (56290.090000 sec): 3 clusters
  Score: Raw -146301.029917 + Penalty 2312.828097 = -143988.201820
  nChanged 35
		SP:Iteration 5Q (56290.280000 sec): 3 clusters
  Score: Raw -146352.413297 + Penalty 2312.828097 = -144039.585201
  nChanged 34
		SP:Iteration 6Q (56290.430000 sec): 3 clusters
  Score: Raw -146413.016523 + Penalty 2312.828097 = -144100.188426
  nChanged 31
		SP:Iteration 7Q (56290.570000 sec): 3 clusters
  Score: Raw -146454.812710 + Penalty 2312.828097 = -144141.984613
  nChanged 23
		SP:Iteration 8Q (56290.760000 sec): 3 clusters
  Score: Raw -146487.642259 + Penalty 2312.828097 = -144174.814162
  nChanged 22
		SP:Iteration 9Q (56290.960000 sec): 3 clusters
  Score: Raw -146514.460530 + Penalty 2312.828097 = -144201.632433
  nChanged 16
		SP:Iteration 10Q (56291.150000 sec): 3 clusters
  Score: Raw -146527.324787 + Penalty 2312.828097 = -144214.496690
  nChanged 5
		SP:Iteration 11Q (56291.330000 sec): 3 clusters
  Score: Raw -146530.938595 + Penalty 2312.828097 = -144218.110498
  nChanged 2
		SP:Iteration 12Q (56291.480000 sec): 3 clusters
  Score: Raw -146532.436009 + Penalty 2312.828097 = -144219.607912
  nChanged 0
		SP:Iteration 13F (56291.650000 sec): 3 clusters
  Score: Raw -146532.436009 + Penalty 2312.828097 = -144219.607912
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56291.750000 sec): 2 clusters
  Score: Raw -301270.254140 + Penalty 1291.325354 = -299978.928786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56291.970000 sec): 3 clusters
  Score: Raw -299993.962384 + Penalty 2582.650708 = -297411.311676
  nChanged 1061
		SP:Iteration 1F (56292.130000 sec): 3 clusters
  Score: Raw -300708.621205 + Penalty 2582.650708 = -298125.970497
  nChanged 222
		SP:Iteration 2F (56292.340000 sec): 3 clusters
  Score: Raw -300898.489231 + Penalty 2582.650708 = -298315.838523
  nChanged 162
		SP:Iteration 3F (56292.530000 sec): 3 clusters
  Score: Raw -301023.612634 + Penalty 2582.650708 = -298440.961926
  nChanged 114
		SP:Iteration 4Q (56292.710000 sec): 3 clusters
  Score: Raw -301122.419452 + Penalty 2582.650708 = -298539.768744
  nChanged 115
		SP:Iteration 5Q (56292.910000 sec): 3 clusters
  Score: Raw -301217.982182 + Penalty 2582.650708 = -298635.331474
  nChanged 101
		SP:Iteration 6Q (56293.110000 sec): 3 clusters
  Score: Raw -301321.277948 + Penalty 2582.650708 = -298738.627240
  nChanged 118
		SP:Iteration 7Q (56293.260000 sec): 3 clusters
  Score: Raw -301411.514568 + Penalty 2582.650708 = -298828.863860
  nChanged 81
		SP:Iteration 8Q (56293.430000 sec): 3 clusters
  Score: Raw -301478.669440 + Penalty 2582.650708 = -298896.018732
  nChanged 62
		SP:Iteration 9Q (56293.630000 sec): 3 clusters
  Score: Raw -301533.096754 + Penalty 2582.650708 = -298950.446046
  nChanged 69
		SP:Iteration 10Q (56293.830000 sec): 3 clusters
  Score: Raw -301592.591960 + Penalty 2582.650708 = -299009.941252
  nChanged 73
		SP:Iteration 11Q (56294.010000 sec): 3 clusters
  Score: Raw -301649.416984 + Penalty 2582.650708 = -299066.766276
  nChanged 65
		SP:Iteration 12Q (56294.140000 sec): 3 clusters
  Score: Raw -301722.416872 + Penalty 2582.650708 = -299139.766164
  nChanged 70
		SP:Iteration 13Q (56294.350000 sec): 3 clusters
  Score: Raw -301804.685170 + Penalty 2582.650708 = -299222.034462
  nChanged 76
		SP:Iteration 14Q (56294.500000 sec): 3 clusters
  Score: Raw -301889.342291 + Penalty 2582.650708 = -299306.691583
  nChanged 67
		SP:Iteration 15Q (56294.670000 sec): 3 clusters
  Score: Raw -301942.191588 + Penalty 2582.650708 = -299359.540880
  nChanged 48
		SP:Iteration 16Q (56294.870000 sec): 3 clusters
  Score: Raw -301973.135007 + Penalty 2582.650708 = -299390.484299
  nChanged 46
		SP:Iteration 17Q (56295.030000 sec): 3 clusters
  Score: Raw -302006.438445 + Penalty 2582.650708 = -299423.787737
  nChanged 34
		SP:Iteration 18Q (56295.180000 sec): 3 clusters
  Score: Raw -302026.987752 + Penalty 2582.650708 = -299444.337044
  nChanged 21
		SP:Iteration 19Q (56295.320000 sec): 3 clusters
  Score: Raw -302040.110490 + Penalty 2582.650708 = -299457.459782
  nChanged 23
		SP:Iteration 20F (56295.520000 sec): 3 clusters
  Score: Raw -302049.476471 + Penalty 2582.650708 = -299466.825763
  nChanged 11
		SP:Iteration 21Q (56295.670000 sec): 3 clusters
  Score: Raw -302053.496590 + Penalty 2582.650708 = -299470.845882
  nChanged 7
		SP:Iteration 22Q (56295.830000 sec): 3 clusters
  Score: Raw -302056.888159 + Penalty 2582.650708 = -299474.237451
  nChanged 10
		SP:Iteration 23Q (56296.060000 sec): 3 clusters
  Score: Raw -302060.705635 + Penalty 2582.650708 = -299478.054927
  nChanged 5
		SP:Iteration 24Q (56296.240000 sec): 3 clusters
  Score: Raw -302063.014822 + Penalty 2582.650708 = -299480.364114
  nChanged 9
		SP:Iteration 25Q (56296.410000 sec): 3 clusters
  Score: Raw -302068.767083 + Penalty 2582.650708 = -299486.116375
  nChanged 8
		SP:Iteration 26Q (56296.620000 sec): 3 clusters
  Score: Raw -302073.358672 + Penalty 2582.650708 = -299490.707964
  nChanged 9
		SP:Iteration 27Q (56296.770000 sec): 3 clusters
  Score: Raw -302078.303178 + Penalty 2582.650708 = -299495.652470
  nChanged 11
		SP:Iteration 28Q (56296.970000 sec): 3 clusters
  Score: Raw -302085.776572 + Penalty 2582.650708 = -299503.125864
  nChanged 18
		SP:Iteration 29Q (56297.120000 sec): 3 clusters
  Score: Raw -302097.907268 + Penalty 2582.650708 = -299515.256560
  nChanged 12
		SP:Iteration 30Q (56297.300000 sec): 3 clusters
  Score: Raw -302107.908676 + Penalty 2582.650708 = -299525.257968
  nChanged 17
		SP:Iteration 31Q (56297.490000 sec): 3 clusters
  Score: Raw -302119.072132 + Penalty 2582.650708 = -299536.421423
  nChanged 16
		SP:Iteration 32Q (56297.710000 sec): 3 clusters
  Score: Raw -302130.748798 + Penalty 2582.650708 = -299548.098090
  nChanged 17
		SP:Iteration 33Q (56297.860000 sec): 3 clusters
  Score: Raw -302145.400392 + Penalty 2582.650708 = -299562.749684
  nChanged 16
		SP:Iteration 34Q (56298.040000 sec): 3 clusters
  Score: Raw -302156.527609 + Penalty 2582.650708 = -299573.876901
  nChanged 14
		SP:Iteration 35Q (56298.230000 sec): 3 clusters
  Score: Raw -302162.854875 + Penalty 2582.650708 = -299580.204167
  nChanged 8
		SP:Iteration 36Q (56298.450000 sec): 3 clusters
  Score: Raw -302165.827064 + Penalty 2582.650708 = -299583.176356
  nChanged 6
		SP:Iteration 37Q (56298.620000 sec): 3 clusters
  Score: Raw -302169.115578 + Penalty 2582.650708 = -299586.464870
  nChanged 5
		SP:Iteration 38Q (56298.820000 sec): 3 clusters
  Score: Raw -302171.309270 + Penalty 2582.650708 = -299588.658562
  nChanged 4
		SP:Iteration 39Q (56299.010000 sec): 3 clusters
  Score: Raw -302172.659298 + Penalty 2582.650708 = -299590.008590
  nChanged 1
		SP:Iteration 40F (56299.170000 sec): 3 clusters
  Score: Raw -302173.274765 + Penalty 2582.650708 = -299590.624057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56299.290000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56299.430000 sec): 3 clusters
  Score: Raw -151891.693471 + Penalty 2328.031027 = -149563.662444
  nChanged 446
		SP:Iteration 1F (56299.630000 sec): 3 clusters
  Score: Raw -152243.493522 + Penalty 2328.031027 = -149915.462495
  nChanged 95
		SP:Iteration 2F (56299.790000 sec): 3 clusters
  Score: Raw -152358.042103 + Penalty 2328.031027 = -150030.011076
  nChanged 69
		SP:Iteration 3F (56299.960000 sec): 3 clusters
  Score: Raw -152485.090127 + Penalty 2328.031027 = -150157.059100
  nChanged 72
		SP:Iteration 4F (56300.180000 sec): 3 clusters
  Score: Raw -152595.506342 + Penalty 2328.031027 = -150267.475315
  nChanged 66
		SP:Iteration 5F (56300.340000 sec): 3 clusters
  Score: Raw -152700.369467 + Penalty 2328.031027 = -150372.338440
  nChanged 73
		SP:Iteration 6F (56300.510000 sec): 3 clusters
  Score: Raw -152825.662722 + Penalty 2328.031027 = -150497.631695
  nChanged 59
		SP:Iteration 7Q (56300.690000 sec): 3 clusters
  Score: Raw -152912.769625 + Penalty 2328.031027 = -150584.738598
  nChanged 43
		SP:Iteration 8Q (56300.910000 sec): 3 clusters
  Score: Raw -152969.539350 + Penalty 2328.031027 = -150641.508323
  nChanged 39
		SP:Iteration 9Q (56301.070000 sec): 3 clusters
  Score: Raw -153017.337716 + Penalty 2328.031027 = -150689.306689
  nChanged 22
		SP:Iteration 10Q (56301.230000 sec): 3 clusters
  Score: Raw -153037.785360 + Penalty 2328.031027 = -150709.754333
  nChanged 14
		SP:Iteration 11Q (56301.410000 sec): 3 clusters
  Score: Raw -153051.738330 + Penalty 2328.031027 = -150723.707303
  nChanged 9
		SP:Iteration 12Q (56301.610000 sec): 3 clusters
  Score: Raw -153059.489163 + Penalty 2328.031027 = -150731.458136
  nChanged 5
		SP:Iteration 13Q (56301.750000 sec): 3 clusters
  Score: Raw -153064.742426 + Penalty 2328.031027 = -150736.711399
  nChanged 4
		SP:Iteration 14Q (56301.960000 sec): 3 clusters
  Score: Raw -153068.410429 + Penalty 2328.031027 = -150740.379402
  nChanged 2
		SP:Iteration 15Q (56302.110000 sec): 3 clusters
  Score: Raw -153070.043666 + Penalty 2328.031027 = -150742.012639
  nChanged 2
		SP:Iteration 16Q (56302.300000 sec): 3 clusters
  Score: Raw -153071.968966 + Penalty 2328.031027 = -150743.937939
  nChanged 1
		SP:Iteration 17Q (56302.490000 sec): 3 clusters
  Score: Raw -153072.531411 + Penalty 2328.031027 = -150744.500384
  nChanged 0
		SP:Iteration 18F (56302.690000 sec): 3 clusters
  Score: Raw -153072.531411 + Penalty 2328.031027 = -150744.500384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56302.770000 sec): 2 clusters
  Score: Raw -407012.479816 + Penalty 1321.707955 = -405690.771860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56302.980000 sec): 3 clusters
  Score: Raw -405359.252923 + Penalty 2643.415911 = -402715.837012
  nChanged 1305
		SP:Iteration 1F (56303.160000 sec): 3 clusters
  Score: Raw -406073.191955 + Penalty 2643.415911 = -403429.776045
  nChanged 238
		SP:Iteration 2F (56303.370000 sec): 3 clusters
  Score: Raw -406197.715156 + Penalty 2643.415911 = -403554.299245
  nChanged 145
		SP:Iteration 3Q (56303.520000 sec): 3 clusters
  Score: Raw -406272.150949 + Penalty 2643.415911 = -403628.735038
  nChanged 109
		SP:Iteration 4Q (56303.680000 sec): 3 clusters
  Score: Raw -406322.834206 + Penalty 2643.415911 = -403679.418295
  nChanged 79
		SP:Iteration 5Q (56303.890000 sec): 3 clusters
  Score: Raw -406353.640458 + Penalty 2643.415911 = -403710.224548
  nChanged 68
		SP:Iteration 6Q (56304.060000 sec): 3 clusters
  Score: Raw -406381.105762 + Penalty 2643.415911 = -403737.689852
  nChanged 50
		SP:Iteration 7Q (56304.200000 sec): 3 clusters
  Score: Raw -406399.231507 + Penalty 2643.415911 = -403755.815596
  nChanged 44
		SP:Iteration 8Q (56304.400000 sec): 3 clusters
  Score: Raw -406416.900854 + Penalty 2643.415911 = -403773.484943
  nChanged 53
		SP:Iteration 9Q (56304.570000 sec): 3 clusters
  Score: Raw -406438.930583 + Penalty 2643.415911 = -403795.514672
  nChanged 53
		SP:Iteration 10Q (56304.770000 sec): 3 clusters
  Score: Raw -406459.095205 + Penalty 2643.415911 = -403815.679294
  nChanged 44
		SP:Iteration 11Q (56304.960000 sec): 3 clusters
  Score: Raw -406476.010281 + Penalty 2643.415911 = -403832.594370
  nChanged 45
		SP:Iteration 12Q (56305.120000 sec): 3 clusters
  Score: Raw -406493.994934 + Penalty 2643.415911 = -403850.579023
  nChanged 46
		SP:Iteration 13Q (56305.300000 sec): 3 clusters
  Score: Raw -406509.002088 + Penalty 2643.415911 = -403865.586177
  nChanged 29
		SP:Iteration 14Q (56305.480000 sec): 3 clusters
  Score: Raw -406519.482468 + Penalty 2643.415911 = -403876.066557
  nChanged 29
		SP:Iteration 15Q (56305.620000 sec): 3 clusters
  Score: Raw -406528.542835 + Penalty 2643.415911 = -403885.126925
  nChanged 28
		SP:Iteration 16Q (56305.830000 sec): 3 clusters
  Score: Raw -406537.884004 + Penalty 2643.415911 = -403894.468093
  nChanged 30
		SP:Iteration 17Q (56306.030000 sec): 3 clusters
  Score: Raw -406549.786434 + Penalty 2643.415911 = -403906.370524
  nChanged 40
		SP:Iteration 18Q (56306.230000 sec): 3 clusters
  Score: Raw -406563.622400 + Penalty 2643.415911 = -403920.206489
  nChanged 45
		SP:Iteration 19Q (56306.420000 sec): 3 clusters
  Score: Raw -406579.838132 + Penalty 2643.415911 = -403936.422222
  nChanged 40
		SP:Iteration 20F (56306.590000 sec): 3 clusters
  Score: Raw -406595.720922 + Penalty 2643.415911 = -403952.305011
  nChanged 39
		SP:Iteration 21Q (56306.780000 sec): 3 clusters
  Score: Raw -406611.376943 + Penalty 2643.415911 = -403967.961032
  nChanged 47
		SP:Iteration 22Q (56306.950000 sec): 3 clusters
  Score: Raw -406629.349571 + Penalty 2643.415911 = -403985.933660
  nChanged 43
		SP:Iteration 23Q (56307.120000 sec): 3 clusters
  Score: Raw -406648.386544 + Penalty 2643.415911 = -404004.970633
  nChanged 43
		SP:Iteration 24Q (56307.320000 sec): 3 clusters
  Score: Raw -406667.725772 + Penalty 2643.415911 = -404024.309862
  nChanged 44
		SP:Iteration 25Q (56307.460000 sec): 3 clusters
  Score: Raw -406687.539782 + Penalty 2643.415911 = -404044.123871
  nChanged 46
		SP:Iteration 26Q (56307.650000 sec): 3 clusters
  Score: Raw -406711.749581 + Penalty 2643.415911 = -404068.333670
  nChanged 44
		SP:Iteration 27Q (56307.830000 sec): 3 clusters
  Score: Raw -406739.602561 + Penalty 2643.415911 = -404096.186650
  nChanged 48
		SP:Iteration 28Q (56307.970000 sec): 3 clusters
  Score: Raw -406764.745928 + Penalty 2643.415911 = -404121.330017
  nChanged 45
		SP:Iteration 29Q (56308.190000 sec): 3 clusters
  Score: Raw -406788.339393 + Penalty 2643.415911 = -404144.923483
  nChanged 61
		SP:Iteration 30Q (56308.340000 sec): 3 clusters
  Score: Raw -406823.736739 + Penalty 2643.415911 = -404180.320828
  nChanged 51
		SP:Iteration 31Q (56308.550000 sec): 3 clusters
  Score: Raw -406845.298646 + Penalty 2643.415911 = -404201.882735
  nChanged 35
		SP:Iteration 32Q (56308.710000 sec): 3 clusters
  Score: Raw -406862.221277 + Penalty 2643.415911 = -404218.805366
  nChanged 40
		SP:Iteration 33Q (56308.900000 sec): 3 clusters
  Score: Raw -406880.720170 + Penalty 2643.415911 = -404237.304259
  nChanged 34
		SP:Iteration 34Q (56309.080000 sec): 3 clusters
  Score: Raw -406897.471891 + Penalty 2643.415911 = -404254.055981
  nChanged 35
		SP:Iteration 35Q (56309.270000 sec): 3 clusters
  Score: Raw -406914.052080 + Penalty 2643.415911 = -404270.636169
  nChanged 37
		SP:Iteration 36Q (56309.470000 sec): 3 clusters
  Score: Raw -406930.164953 + Penalty 2643.415911 = -404286.749042
  nChanged 25
		SP:Iteration 37Q (56309.650000 sec): 3 clusters
  Score: Raw -406940.968634 + Penalty 2643.415911 = -404297.552723
  nChanged 26
		SP:Iteration 38Q (56309.840000 sec): 3 clusters
  Score: Raw -406950.597657 + Penalty 2643.415911 = -404307.181746
  nChanged 29
		SP:Iteration 39Q (56310.000000 sec): 3 clusters
  Score: Raw -406966.211172 + Penalty 2643.415911 = -404322.795261
  nChanged 33
		SP:Iteration 40F (56310.190000 sec): 3 clusters
  Score: Raw -406981.243509 + Penalty 2643.415911 = -404337.827599
  nChanged 28
		SP:Iteration 41Q (56310.410000 sec): 3 clusters
  Score: Raw -406991.649421 + Penalty 2643.415911 = -404348.233510
  nChanged 24
		SP:Iteration 42Q (56310.600000 sec): 3 clusters
  Score: Raw -407001.748114 + Penalty 2643.415911 = -404358.332203
  nChanged 18
		SP:Iteration 43Q (56310.750000 sec): 3 clusters
  Score: Raw -407011.456754 + Penalty 2643.415911 = -404368.040843
  nChanged 31
		SP:Iteration 44Q (56310.940000 sec): 3 clusters
  Score: Raw -407030.703157 + Penalty 2643.415911 = -404387.287246
  nChanged 34
		SP:Iteration 45Q (56311.130000 sec): 3 clusters
  Score: Raw -407049.538573 + Penalty 2643.415911 = -404406.122662
  nChanged 39
		SP:Iteration 46Q (56311.320000 sec): 3 clusters
  Score: Raw -407071.174244 + Penalty 2643.415911 = -404427.758334
  nChanged 41
		SP:Iteration 47Q (56311.460000 sec): 3 clusters
  Score: Raw -407093.610359 + Penalty 2643.415911 = -404450.194449
  nChanged 38
		SP:Iteration 48Q (56311.630000 sec): 3 clusters
  Score: Raw -407118.528992 + Penalty 2643.415911 = -404475.113082
  nChanged 51
		SP:Iteration 49Q (56311.780000 sec): 3 clusters
  Score: Raw -407148.459989 + Penalty 2643.415911 = -404505.044078
  nChanged 45
		SP:Iteration 50Q (56311.980000 sec): 3 clusters
  Score: Raw -407174.535574 + Penalty 2643.415911 = -404531.119663
  nChanged 34
		SP:Iteration 51Q (56312.160000 sec): 3 clusters
  Score: Raw -407192.023398 + Penalty 2643.415911 = -404548.607488
  nChanged 27
		SP:Iteration 52Q (56312.350000 sec): 3 clusters
  Score: Raw -407203.998547 + Penalty 2643.415911 = -404560.582636
  nChanged 17
		SP:Iteration 53Q (56312.530000 sec): 3 clusters
  Score: Raw -407212.501324 + Penalty 2643.415911 = -404569.085414
  nChanged 22
		SP:Iteration 54Q (56312.690000 sec): 3 clusters
  Score: Raw -407222.608389 + Penalty 2643.415911 = -404579.192478
  nChanged 20
		SP:Iteration 55Q (56312.890000 sec): 3 clusters
  Score: Raw -407231.711807 + Penalty 2643.415911 = -404588.295896
  nChanged 22
		SP:Iteration 56Q (56313.040000 sec): 3 clusters
  Score: Raw -407244.068652 + Penalty 2643.415911 = -404600.652741
  nChanged 26
		SP:Iteration 57Q (56313.230000 sec): 3 clusters
  Score: Raw -407255.119288 + Penalty 2643.415911 = -404611.703377
  nChanged 23
		SP:Iteration 58Q (56313.420000 sec): 3 clusters
  Score: Raw -407263.437520 + Penalty 2643.415911 = -404620.021609
  nChanged 14
		SP:Iteration 59Q (56313.600000 sec): 3 clusters
  Score: Raw -407268.372425 + Penalty 2643.415911 = -404624.956515
  nChanged 12
		SP:Iteration 60F (56313.770000 sec): 3 clusters
  Score: Raw -407272.487294 + Penalty 2643.415911 = -404629.071383
  nChanged 10
		SP:Iteration 61Q (56313.970000 sec): 3 clusters
  Score: Raw -407275.953991 + Penalty 2643.415911 = -404632.538080
  nChanged 8
		SP:Iteration 62Q (56314.140000 sec): 3 clusters
  Score: Raw -407278.934789 + Penalty 2643.415911 = -404635.518878
  nChanged 10
		SP:Iteration 63Q (56314.330000 sec): 3 clusters
  Score: Raw -407281.934618 + Penalty 2643.415911 = -404638.518707
  nChanged 8
		SP:Iteration 64Q (56314.490000 sec): 3 clusters
  Score: Raw -407284.562664 + Penalty 2643.415911 = -404641.146754
  nChanged 8
		SP:Iteration 65Q (56314.680000 sec): 3 clusters
  Score: Raw -407287.291811 + Penalty 2643.415911 = -404643.875900
  nChanged 10
		SP:Iteration 66Q (56314.880000 sec): 3 clusters
  Score: Raw -407290.971047 + Penalty 2643.415911 = -404647.555136
  nChanged 8
		SP:Iteration 67Q (56315.080000 sec): 3 clusters
  Score: Raw -407293.883203 + Penalty 2643.415911 = -404650.467292
  nChanged 4
		SP:Iteration 68Q (56315.260000 sec): 3 clusters
  Score: Raw -407295.058017 + Penalty 2643.415911 = -404651.642106
  nChanged 7
		SP:Iteration 69Q (56315.420000 sec): 3 clusters
  Score: Raw -407297.135808 + Penalty 2643.415911 = -404653.719897
  nChanged 3
		SP:Iteration 70Q (56315.610000 sec): 3 clusters
  Score: Raw -407298.386203 + Penalty 2643.415911 = -404654.970293
  nChanged 8
		SP:Iteration 71Q (56315.820000 sec): 3 clusters
  Score: Raw -407301.122793 + Penalty 2643.415911 = -404657.706882
  nChanged 9
		SP:Iteration 72Q (56316.020000 sec): 3 clusters
  Score: Raw -407303.868636 + Penalty 2643.415911 = -404660.452725
  nChanged 5
		SP:Iteration 73Q (56316.180000 sec): 3 clusters
  Score: Raw -407304.836489 + Penalty 2643.415911 = -404661.420578
  nChanged 2
		SP:Iteration 74Q (56316.340000 sec): 3 clusters
  Score: Raw -407305.271164 + Penalty 2643.415911 = -404661.855253
  nChanged 1
		SP:Iteration 75Q (56316.520000 sec): 3 clusters
  Score: Raw -407305.644540 + Penalty 2643.415911 = -404662.228629
  nChanged 2
		SP:Iteration 76Q (56316.690000 sec): 3 clusters
  Score: Raw -407306.045010 + Penalty 2643.415911 = -404662.629099
  nChanged 0
		SP:Iteration 77F (56316.860000 sec): 3 clusters
  Score: Raw -407306.045010 + Penalty 2643.415911 = -404662.629099
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56317.000000 sec): 2 clusters
  Score: Raw -340632.744580 + Penalty 1295.805659 = -339336.938921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56317.170000 sec): 3 clusters
  Score: Raw -339269.517896 + Penalty 2591.611318 = -336677.906578
  nChanged 1097
		SP:Iteration 1F (56317.360000 sec): 3 clusters
  Score: Raw -339991.663969 + Penalty 2591.611318 = -337400.052651
  nChanged 252
		SP:Iteration 2F (56317.510000 sec): 3 clusters
  Score: Raw -340178.411161 + Penalty 2591.611318 = -337586.799844
  nChanged 172
		SP:Iteration 3F (56317.710000 sec): 3 clusters
  Score: Raw -340307.076009 + Penalty 2591.611318 = -337715.464692
  nChanged 137
		SP:Iteration 4Q (56317.840000 sec): 3 clusters
  Score: Raw -340422.820548 + Penalty 2591.611318 = -337831.209231
  nChanged 134
		SP:Iteration 5Q (56318.020000 sec): 3 clusters
  Score: Raw -340552.552566 + Penalty 2591.611318 = -337960.941248
  nChanged 147
		SP:Iteration 6F (56318.180000 sec): 3 clusters
  Score: Raw -340704.715635 + Penalty 2591.611318 = -338113.104317
  nChanged 128
		SP:Iteration 7Q (56318.340000 sec): 3 clusters
  Score: Raw -340812.264024 + Penalty 2591.611318 = -338220.652706
  nChanged 107
		SP:Iteration 8Q (56318.520000 sec): 3 clusters
  Score: Raw -340901.132968 + Penalty 2591.611318 = -338309.521650
  nChanged 98
		SP:Iteration 9Q (56318.700000 sec): 3 clusters
  Score: Raw -340979.749656 + Penalty 2591.611318 = -338388.138338
  nChanged 83
		SP:Iteration 10Q (56318.880000 sec): 3 clusters
  Score: Raw -341026.396185 + Penalty 2591.611318 = -338434.784868
  nChanged 52
		SP:Iteration 11Q (56319.030000 sec): 3 clusters
  Score: Raw -341058.022584 + Penalty 2591.611318 = -338466.411266
  nChanged 49
		SP:Iteration 12Q (56319.200000 sec): 3 clusters
  Score: Raw -341083.230437 + Penalty 2591.611318 = -338491.619119
  nChanged 35
		SP:Iteration 13Q (56319.390000 sec): 3 clusters
  Score: Raw -341097.105946 + Penalty 2591.611318 = -338505.494628
  nChanged 27
		SP:Iteration 14Q (56319.590000 sec): 3 clusters
  Score: Raw -341111.902531 + Penalty 2591.611318 = -338520.291214
  nChanged 21
		SP:Iteration 15Q (56319.740000 sec): 3 clusters
  Score: Raw -341121.893572 + Penalty 2591.611318 = -338530.282255
  nChanged 18
		SP:Iteration 16Q (56319.950000 sec): 3 clusters
  Score: Raw -341128.985564 + Penalty 2591.611318 = -338537.374247
  nChanged 14
		SP:Iteration 17Q (56320.130000 sec): 3 clusters
  Score: Raw -341133.741881 + Penalty 2591.611318 = -338542.130563
  nChanged 13
		SP:Iteration 18Q (56320.310000 sec): 3 clusters
  Score: Raw -341138.655471 + Penalty 2591.611318 = -338547.044153
  nChanged 7
		SP:Iteration 19Q (56320.480000 sec): 3 clusters
  Score: Raw -341140.999978 + Penalty 2591.611318 = -338549.388660
  nChanged 6
		SP:Iteration 20F (56320.660000 sec): 3 clusters
  Score: Raw -341143.900597 + Penalty 2591.611318 = -338552.289280
  nChanged 8
		SP:Iteration 21Q (56320.810000 sec): 3 clusters
  Score: Raw -341146.256256 + Penalty 2591.611318 = -338554.644938
  nChanged 2
		SP:Iteration 22Q (56321.000000 sec): 3 clusters
  Score: Raw -341146.547489 + Penalty 2591.611318 = -338554.936172
  nChanged 2
		SP:Iteration 23Q (56321.200000 sec): 3 clusters
  Score: Raw -341147.324017 + Penalty 2591.611318 = -338555.712699
  nChanged 3
		SP:Iteration 24Q (56321.380000 sec): 3 clusters
  Score: Raw -341148.111962 + Penalty 2591.611318 = -338556.500644
  nChanged 1
		SP:Iteration 25Q (56321.570000 sec): 3 clusters
  Score: Raw -341148.467277 + Penalty 2591.611318 = -338556.855959
  nChanged 1
		SP:Iteration 26Q (56321.710000 sec): 3 clusters
  Score: Raw -341148.669750 + Penalty 2591.611318 = -338557.058432
  nChanged 0
		SP:Iteration 27F (56321.900000 sec): 3 clusters
  Score: Raw -341148.669750 + Penalty 2591.611318 = -338557.058432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56322.030000 sec): 2 clusters
  Score: Raw -336669.396196 + Penalty 1298.248479 = -335371.147717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56322.220000 sec): 3 clusters
  Score: Raw -335276.334665 + Penalty 2596.496958 = -332679.837707
  nChanged 1097
		SP:Iteration 1F (56322.400000 sec): 3 clusters
  Score: Raw -336047.301402 + Penalty 2596.496958 = -333450.804444
  nChanged 258
		SP:Iteration 2F (56322.600000 sec): 3 clusters
  Score: Raw -336297.577583 + Penalty 2596.496958 = -333701.080625
  nChanged 203
		SP:Iteration 3F (56322.740000 sec): 3 clusters
  Score: Raw -336482.732899 + Penalty 2596.496958 = -333886.235942
  nChanged 168
		SP:Iteration 4F (56322.960000 sec): 3 clusters
  Score: Raw -336665.007532 + Penalty 2596.496958 = -334068.510574
  nChanged 189
		SP:Iteration 5F (56323.100000 sec): 3 clusters
  Score: Raw -336864.965767 + Penalty 2596.496958 = -334268.468809
  nChanged 164
		SP:Iteration 6F (56323.310000 sec): 3 clusters
  Score: Raw -337015.473776 + Penalty 2596.496958 = -334418.976818
  nChanged 120
		SP:Iteration 7Q (56323.490000 sec): 3 clusters
  Score: Raw -337118.663242 + Penalty 2596.496958 = -334522.166284
  nChanged 90
		SP:Iteration 8Q (56323.630000 sec): 3 clusters
  Score: Raw -337191.125173 + Penalty 2596.496958 = -334594.628215
  nChanged 79
		SP:Iteration 9Q (56323.800000 sec): 3 clusters
  Score: Raw -337248.543531 + Penalty 2596.496958 = -334652.046573
  nChanged 65
		SP:Iteration 10Q (56323.980000 sec): 3 clusters
  Score: Raw -337304.447157 + Penalty 2596.496958 = -334707.950200
  nChanged 60
		SP:Iteration 11Q (56324.140000 sec): 3 clusters
  Score: Raw -337351.235097 + Penalty 2596.496958 = -334754.738139
  nChanged 48
		SP:Iteration 12Q (56324.330000 sec): 3 clusters
  Score: Raw -337382.040554 + Penalty 2596.496958 = -334785.543596
  nChanged 49
		SP:Iteration 13Q (56324.520000 sec): 3 clusters
  Score: Raw -337418.681310 + Penalty 2596.496958 = -334822.184352
  nChanged 43
		SP:Iteration 14Q (56324.700000 sec): 3 clusters
  Score: Raw -337444.732164 + Penalty 2596.496958 = -334848.235206
  nChanged 31
		SP:Iteration 15Q (56324.900000 sec): 3 clusters
  Score: Raw -337461.794294 + Penalty 2596.496958 = -334865.297336
  nChanged 28
		SP:Iteration 16Q (56325.090000 sec): 3 clusters
  Score: Raw -337473.034057 + Penalty 2596.496958 = -334876.537100
  nChanged 12
		SP:Iteration 17Q (56325.260000 sec): 3 clusters
  Score: Raw -337479.674616 + Penalty 2596.496958 = -334883.177658
  nChanged 11
		SP:Iteration 18Q (56325.440000 sec): 3 clusters
  Score: Raw -337484.168380 + Penalty 2596.496958 = -334887.671422
  nChanged 7
		SP:Iteration 19Q (56325.640000 sec): 3 clusters
  Score: Raw -337486.603085 + Penalty 2596.496958 = -334890.106127
  nChanged 5
		SP:Iteration 20F (56325.820000 sec): 3 clusters
  Score: Raw -337488.061045 + Penalty 2596.496958 = -334891.564087
  nChanged 3
		SP:Iteration 21Q (56325.990000 sec): 3 clusters
  Score: Raw -337489.561737 + Penalty 2596.496958 = -334893.064779
  nChanged 2
		SP:Iteration 22Q (56326.160000 sec): 3 clusters
  Score: Raw -337490.172510 + Penalty 2596.496958 = -334893.675552
  nChanged 0
		SP:Iteration 23F (56326.350000 sec): 3 clusters
  Score: Raw -337490.172510 + Penalty 2596.496958 = -334893.675552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56326.490000 sec): 2 clusters
  Score: Raw -1733199.617580 + Penalty 1554.961421 = -1731644.656159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56326.740000 sec): 3 clusters
  Score: Raw -1724794.179556 + Penalty 3109.922841 = -1721684.256714
  nChanged 6363
		SP:Iteration 1F (56326.960000 sec): 3 clusters
  Score: Raw -1728223.780279 + Penalty 3109.922841 = -1725113.857437
  nChanged 733
		SP:Iteration 2F (56327.170000 sec): 3 clusters
  Score: Raw -1728483.064528 + Penalty 3109.922841 = -1725373.141686
  nChanged 611
		SP:Iteration 3Q (56327.380000 sec): 3 clusters
  Score: Raw -1728682.802539 + Penalty 3109.922841 = -1725572.879698
  nChanged 516
		SP:Iteration 4Q (56327.610000 sec): 3 clusters
  Score: Raw -1728839.299658 + Penalty 3109.922841 = -1725729.376817
  nChanged 465
		SP:Iteration 5Q (56327.840000 sec): 3 clusters
  Score: Raw -1728993.149150 + Penalty 3109.922841 = -1725883.226309
  nChanged 444
		SP:Iteration 6Q (56328.060000 sec): 3 clusters
  Score: Raw -1729136.759750 + Penalty 3109.922841 = -1726026.836909
  nChanged 457
		SP:Iteration 7Q (56328.260000 sec): 3 clusters
  Score: Raw -1729303.778896 + Penalty 3109.922841 = -1726193.856055
  nChanged 491
		SP:Iteration 8Q (56328.480000 sec): 3 clusters
  Score: Raw -1729511.537425 + Penalty 3109.922841 = -1726401.614584
  nChanged 566
		SP:Iteration 9Q (56328.720000 sec): 3 clusters
  Score: Raw -1729794.728912 + Penalty 3109.922841 = -1726684.806071
  nChanged 624
		SP:Iteration 10Q (56328.900000 sec): 3 clusters
  Score: Raw -1730125.785375 + Penalty 3109.922841 = -1727015.862534
  nChanged 638
		SP:Iteration 11Q (56329.120000 sec): 3 clusters
  Score: Raw -1730503.115309 + Penalty 3109.922841 = -1727393.192468
  nChanged 681
		SP:Iteration 12Q (56329.350000 sec): 3 clusters
  Score: Raw -1730940.187287 + Penalty 3109.922841 = -1727830.264446
  nChanged 658
		SP:Iteration 13Q (56329.590000 sec): 3 clusters
  Score: Raw -1731369.844366 + Penalty 3109.922841 = -1728259.921524
  nChanged 631
		SP:Iteration 14Q (56329.800000 sec): 3 clusters
  Score: Raw -1731750.010609 + Penalty 3109.922841 = -1728640.087768
  nChanged 543
		SP:Iteration 15Q (56330.030000 sec): 3 clusters
  Score: Raw -1732053.539229 + Penalty 3109.922841 = -1728943.616387
  nChanged 423
		SP:Iteration 16Q (56330.260000 sec): 3 clusters
  Score: Raw -1732250.595119 + Penalty 3109.922841 = -1729140.672278
  nChanged 322
		SP:Iteration 17Q (56330.510000 sec): 3 clusters
  Score: Raw -1732381.287838 + Penalty 3109.922841 = -1729271.364997
  nChanged 253
		SP:Iteration 18Q (56330.750000 sec): 3 clusters
  Score: Raw -1732474.747331 + Penalty 3109.922841 = -1729364.824489
  nChanged 204
		SP:Iteration 19Q (56330.970000 sec): 3 clusters
  Score: Raw -1732538.245420 + Penalty 3109.922841 = -1729428.322578
  nChanged 173
		SP:Iteration 20F (56331.250000 sec): 3 clusters
  Score: Raw -1732581.655618 + Penalty 3109.922841 = -1729471.732776
  nChanged 126
		SP:Iteration 21Q (56331.470000 sec): 3 clusters
  Score: Raw -1732609.746536 + Penalty 3109.922841 = -1729499.823694
  nChanged 88
		SP:Iteration 22Q (56331.720000 sec): 3 clusters
  Score: Raw -1732626.732750 + Penalty 3109.922841 = -1729516.809909
  nChanged 77
		SP:Iteration 23Q (56331.970000 sec): 3 clusters
  Score: Raw -1732640.670692 + Penalty 3109.922841 = -1729530.747850
  nChanged 68
		SP:Iteration 24Q (56332.240000 sec): 3 clusters
  Score: Raw -1732652.878474 + Penalty 3109.922841 = -1729542.955632
  nChanged 65
		SP:Iteration 25Q (56332.470000 sec): 3 clusters
  Score: Raw -1732665.438760 + Penalty 3109.922841 = -1729555.515919
  nChanged 71
		SP:Iteration 26Q (56332.690000 sec): 3 clusters
  Score: Raw -1732678.422852 + Penalty 3109.922841 = -1729568.500011
  nChanged 66
		SP:Iteration 27Q (56332.900000 sec): 3 clusters
  Score: Raw -1732689.950242 + Penalty 3109.922841 = -1729580.027401
  nChanged 53
		SP:Iteration 28Q (56333.130000 sec): 3 clusters
  Score: Raw -1732697.045147 + Penalty 3109.922841 = -1729587.122306
  nChanged 45
		SP:Iteration 29Q (56333.340000 sec): 3 clusters
  Score: Raw -1732703.799465 + Penalty 3109.922841 = -1729593.876623
  nChanged 51
		SP:Iteration 30Q (56333.550000 sec): 3 clusters
  Score: Raw -1732711.745201 + Penalty 3109.922841 = -1729601.822360
  nChanged 53
		SP:Iteration 31Q (56333.760000 sec): 3 clusters
  Score: Raw -1732718.629111 + Penalty 3109.922841 = -1729608.706270
  nChanged 38
		SP:Iteration 32Q (56334.040000 sec): 3 clusters
  Score: Raw -1732724.935929 + Penalty 3109.922841 = -1729615.013088
  nChanged 50
		SP:Iteration 33Q (56334.240000 sec): 3 clusters
  Score: Raw -1732732.629848 + Penalty 3109.922841 = -1729622.707007
  nChanged 45
		SP:Iteration 34Q (56334.490000 sec): 3 clusters
  Score: Raw -1732739.210744 + Penalty 3109.922841 = -1729629.287903
  nChanged 51
		SP:Iteration 35Q (56334.690000 sec): 3 clusters
  Score: Raw -1732746.227751 + Penalty 3109.922841 = -1729636.304910
  nChanged 46
		SP:Iteration 36Q (56334.930000 sec): 3 clusters
  Score: Raw -1732752.111780 + Penalty 3109.922841 = -1729642.188938
  nChanged 35
		SP:Iteration 37Q (56335.190000 sec): 3 clusters
  Score: Raw -1732756.953742 + Penalty 3109.922841 = -1729647.030901
  nChanged 38
		SP:Iteration 38Q (56335.400000 sec): 3 clusters
  Score: Raw -1732761.856542 + Penalty 3109.922841 = -1729651.933701
  nChanged 36
		SP:Iteration 39Q (56335.610000 sec): 3 clusters
  Score: Raw -1732767.238856 + Penalty 3109.922841 = -1729657.316014
  nChanged 35
		SP:Iteration 40F (56335.880000 sec): 3 clusters
  Score: Raw -1732770.845524 + Penalty 3109.922841 = -1729660.922682
  nChanged 29
		SP:Iteration 41Q (56336.110000 sec): 3 clusters
  Score: Raw -1732774.398817 + Penalty 3109.922841 = -1729664.475976
  nChanged 29
		SP:Iteration 42Q (56336.320000 sec): 3 clusters
  Score: Raw -1732778.702082 + Penalty 3109.922841 = -1729668.779241
  nChanged 40
		SP:Iteration 43Q (56336.570000 sec): 3 clusters
  Score: Raw -1732784.554627 + Penalty 3109.922841 = -1729674.631786
  nChanged 40
		SP:Iteration 44Q (56336.830000 sec): 3 clusters
  Score: Raw -1732791.501079 + Penalty 3109.922841 = -1729681.578238
  nChanged 45
		SP:Iteration 45Q (56337.040000 sec): 3 clusters
  Score: Raw -1732798.251302 + Penalty 3109.922841 = -1729688.328461
  nChanged 34
		SP:Iteration 46Q (56337.260000 sec): 3 clusters
  Score: Raw -1732802.294945 + Penalty 3109.922841 = -1729692.372104
  nChanged 33
		SP:Iteration 47Q (56337.490000 sec): 3 clusters
  Score: Raw -1732807.077252 + Penalty 3109.922841 = -1729697.154411
  nChanged 30
		SP:Iteration 48Q (56337.730000 sec): 3 clusters
  Score: Raw -1732811.003119 + Penalty 3109.922841 = -1729701.080278
  nChanged 31
		SP:Iteration 49Q (56337.960000 sec): 3 clusters
  Score: Raw -1732815.435679 + Penalty 3109.922841 = -1729705.512838
  nChanged 33
		SP:Iteration 50Q (56338.230000 sec): 3 clusters
  Score: Raw -1732819.740209 + Penalty 3109.922841 = -1729709.817367
  nChanged 41
		SP:Iteration 51Q (56338.460000 sec): 3 clusters
  Score: Raw -1732824.837798 + Penalty 3109.922841 = -1729714.914957
  nChanged 39
		SP:Iteration 52Q (56338.670000 sec): 3 clusters
  Score: Raw -1732829.987187 + Penalty 3109.922841 = -1729720.064346
  nChanged 36
		SP:Iteration 53Q (56338.900000 sec): 3 clusters
  Score: Raw -1732834.411577 + Penalty 3109.922841 = -1729724.488736
  nChanged 30
		SP:Iteration 54Q (56339.150000 sec): 3 clusters
  Score: Raw -1732837.937060 + Penalty 3109.922841 = -1729728.014219
  nChanged 31
		SP:Iteration 55Q (56339.360000 sec): 3 clusters
  Score: Raw -1732840.883556 + Penalty 3109.922841 = -1729730.960715
  nChanged 27
		SP:Iteration 56Q (56339.580000 sec): 3 clusters
  Score: Raw -1732843.028947 + Penalty 3109.922841 = -1729733.106105
  nChanged 22
		SP:Iteration 57Q (56339.800000 sec): 3 clusters
  Score: Raw -1732845.318887 + Penalty 3109.922841 = -1729735.396046
  nChanged 29
		SP:Iteration 58Q (56340.000000 sec): 3 clusters
  Score: Raw -1732848.656705 + Penalty 3109.922841 = -1729738.733864
  nChanged 24
		SP:Iteration 59Q (56340.200000 sec): 3 clusters
  Score: Raw -1732851.261212 + Penalty 3109.922841 = -1729741.338370
  nChanged 23
		SP:Iteration 60F (56340.430000 sec): 3 clusters
  Score: Raw -1732854.102921 + Penalty 3109.922841 = -1729744.180080
  nChanged 29
		SP:Iteration 61Q (56340.710000 sec): 3 clusters
  Score: Raw -1732857.300522 + Penalty 3109.922841 = -1729747.377680
  nChanged 18
		SP:Iteration 62Q (56340.910000 sec): 3 clusters
  Score: Raw -1732858.968238 + Penalty 3109.922841 = -1729749.045397
  nChanged 17
		SP:Iteration 63Q (56341.140000 sec): 3 clusters
  Score: Raw -1732860.061216 + Penalty 3109.922841 = -1729750.138375
  nChanged 8
		SP:Iteration 64Q (56341.350000 sec): 3 clusters
  Score: Raw -1732860.565792 + Penalty 3109.922841 = -1729750.642951
  nChanged 8
		SP:Iteration 65Q (56341.600000 sec): 3 clusters
  Score: Raw -1732861.120136 + Penalty 3109.922841 = -1729751.197295
  nChanged 4
		SP:Iteration 66Q (56341.840000 sec): 3 clusters
  Score: Raw -1732861.412861 + Penalty 3109.922841 = -1729751.490020
  nChanged 4
		SP:Iteration 67Q (56342.050000 sec): 3 clusters
  Score: Raw -1732861.650018 + Penalty 3109.922841 = -1729751.727177
  nChanged 4
		SP:Iteration 68Q (56342.270000 sec): 3 clusters
  Score: Raw -1732861.872148 + Penalty 3109.922841 = -1729751.949307
  nChanged 5
		SP:Iteration 69Q (56342.490000 sec): 3 clusters
  Score: Raw -1732862.171262 + Penalty 3109.922841 = -1729752.248421
  nChanged 6
		SP:Iteration 70Q (56342.710000 sec): 3 clusters
  Score: Raw -1732862.528923 + Penalty 3109.922841 = -1729752.606082
  nChanged 3
		SP:Iteration 71Q (56342.940000 sec): 3 clusters
  Score: Raw -1732862.678863 + Penalty 3109.922841 = -1729752.756022
  nChanged 2
		SP:Iteration 72Q (56343.210000 sec): 3 clusters
  Score: Raw -1732862.769222 + Penalty 3109.922841 = -1729752.846381
  nChanged 1
		SP:Iteration 73Q (56343.400000 sec): 3 clusters
  Score: Raw -1732862.828987 + Penalty 3109.922841 = -1729752.906145
  nChanged 2
		SP:Iteration 74Q (56343.670000 sec): 3 clusters
  Score: Raw -1732862.903749 + Penalty 3109.922841 = -1729752.980908
  nChanged 4
		SP:Iteration 75Q (56343.890000 sec): 3 clusters
  Score: Raw -1732863.245195 + Penalty 3109.922841 = -1729753.322353
  nChanged 8
		SP:Iteration 76Q (56344.120000 sec): 3 clusters
  Score: Raw -1732863.812903 + Penalty 3109.922841 = -1729753.890061
  nChanged 5
		SP:Iteration 77Q (56344.340000 sec): 3 clusters
  Score: Raw -1732864.161558 + Penalty 3109.922841 = -1729754.238717
  nChanged 7
		SP:Iteration 78Q (56344.610000 sec): 3 clusters
  Score: Raw -1732864.664794 + Penalty 3109.922841 = -1729754.741952
  nChanged 5
		SP:Iteration 79Q (56344.840000 sec): 3 clusters
  Score: Raw -1732865.014093 + Penalty 3109.922841 = -1729755.091252
  nChanged 4
		SP:Iteration 80F (56345.030000 sec): 3 clusters
  Score: Raw -1732865.304633 + Penalty 3109.922841 = -1729755.381791
  nChanged 3
		SP:Iteration 81Q (56345.290000 sec): 3 clusters
  Score: Raw -1732865.612615 + Penalty 3109.922841 = -1729755.689774
  nChanged 4
		SP:Iteration 82Q (56345.490000 sec): 3 clusters
  Score: Raw -1732865.860517 + Penalty 3109.922841 = -1729755.937676
  nChanged 2
		SP:Iteration 83Q (56345.720000 sec): 3 clusters
  Score: Raw -1732866.069353 + Penalty 3109.922841 = -1729756.146512
  nChanged 3
		SP:Iteration 84Q (56345.950000 sec): 3 clusters
  Score: Raw -1732866.298410 + Penalty 3109.922841 = -1729756.375568
  nChanged 2
		SP:Iteration 85Q (56346.170000 sec): 3 clusters
  Score: Raw -1732866.387924 + Penalty 3109.922841 = -1729756.465083
  nChanged 3
		SP:Iteration 86Q (56346.370000 sec): 3 clusters
  Score: Raw -1732866.499140 + Penalty 3109.922841 = -1729756.576299
  nChanged 1
		SP:Iteration 87Q (56346.630000 sec): 3 clusters
  Score: Raw -1732866.540287 + Penalty 3109.922841 = -1729756.617446
  nChanged 0
		SP:Iteration 88F (56346.860000 sec): 3 clusters
  Score: Raw -1732866.540287 + Penalty 3109.922841 = -1729756.617446
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56347.260000 sec): 2 clusters
  Score: Raw -6080033.227843 + Penalty 1765.316947 = -6078267.910896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56347.660000 sec): 3 clusters
  Score: Raw -6046758.855756 + Penalty 3530.633893 = -6043228.221863
  nChanged 24715
		SP:Iteration 1F (56348.070000 sec): 3 clusters
  Score: Raw -6061125.849953 + Penalty 3530.633893 = -6057595.216060
  nChanged 2534
		SP:Iteration 2Q (56348.460000 sec): 3 clusters
  Score: Raw -6062230.685895 + Penalty 3530.633893 = -6058700.052001
  nChanged 2898
		SP:Iteration 3F (56348.820000 sec): 3 clusters
  Score: Raw -6063874.621646 + Penalty 3530.633893 = -6060343.987752
  nChanged 3392
		SP:Iteration 4F (56349.210000 sec): 3 clusters
  Score: Raw -6066133.373253 + Penalty 3530.633893 = -6062602.739359
  nChanged 3668
		SP:Iteration 5F (56349.600000 sec): 3 clusters
  Score: Raw -6068826.808238 + Penalty 3530.633893 = -6065296.174345
  nChanged 3705
		SP:Iteration 6F (56350.010000 sec): 3 clusters
  Score: Raw -6071356.611069 + Penalty 3530.633893 = -6067825.977176
  nChanged 3088
		SP:Iteration 7F (56350.410000 sec): 3 clusters
  Score: Raw -6073100.189643 + Penalty 3530.633893 = -6069569.555749
  nChanged 2466
		SP:Iteration 8Q (56350.840000 sec): 3 clusters
  Score: Raw -6074246.033124 + Penalty 3530.633893 = -6070715.399230
  nChanged 1851
		SP:Iteration 9Q (56351.270000 sec): 3 clusters
  Score: Raw -6075025.286808 + Penalty 3530.633893 = -6071494.652914
  nChanged 1530
		SP:Iteration 10Q (56351.670000 sec): 3 clusters
  Score: Raw -6075665.521472 + Penalty 3530.633893 = -6072134.887578
  nChanged 1349
		SP:Iteration 11Q (56352.070000 sec): 3 clusters
  Score: Raw -6076223.395137 + Penalty 3530.633893 = -6072692.761244
  nChanged 1256
		SP:Iteration 12Q (56352.440000 sec): 3 clusters
  Score: Raw -6076763.941188 + Penalty 3530.633893 = -6073233.307295
  nChanged 1201
		SP:Iteration 13Q (56352.860000 sec): 3 clusters
  Score: Raw -6077276.610853 + Penalty 3530.633893 = -6073745.976959
  nChanged 1146
		SP:Iteration 14Q (56353.250000 sec): 3 clusters
  Score: Raw -6077753.785518 + Penalty 3530.633893 = -6074223.151625
  nChanged 1042
		SP:Iteration 15Q (56353.630000 sec): 3 clusters
  Score: Raw -6078174.169668 + Penalty 3530.633893 = -6074643.535774
  nChanged 980
		SP:Iteration 16Q (56354.020000 sec): 3 clusters
  Score: Raw -6078587.341039 + Penalty 3530.633893 = -6075056.707146
  nChanged 892
		SP:Iteration 17Q (56354.400000 sec): 3 clusters
  Score: Raw -6078958.437000 + Penalty 3530.633893 = -6075427.803106
  nChanged 775
		SP:Iteration 18Q (56354.780000 sec): 3 clusters
  Score: Raw -6079308.295288 + Penalty 3530.633893 = -6075777.661395
  nChanged 671
		SP:Iteration 19Q (56355.150000 sec): 3 clusters
  Score: Raw -6079610.338510 + Penalty 3530.633893 = -6076079.704617
  nChanged 598
		SP:Iteration 20F (56355.530000 sec): 3 clusters
  Score: Raw -6079884.004257 + Penalty 3530.633893 = -6076353.370364
  nChanged 486
		SP:Iteration 21Q (56355.880000 sec): 3 clusters
  Score: Raw -6080111.079985 + Penalty 3530.633893 = -6076580.446092
  nChanged 393
		SP:Iteration 22Q (56356.260000 sec): 3 clusters
  Score: Raw -6080278.977367 + Penalty 3530.633893 = -6076748.343473
  nChanged 325
		SP:Iteration 23Q (56356.620000 sec): 3 clusters
  Score: Raw -6080427.669047 + Penalty 3530.633893 = -6076897.035154
  nChanged 269
		SP:Iteration 24Q (56356.990000 sec): 3 clusters
  Score: Raw -6080543.211080 + Penalty 3530.633893 = -6077012.577186
  nChanged 192
		SP:Iteration 25Q (56357.360000 sec): 3 clusters
  Score: Raw -6080622.057157 + Penalty 3530.633893 = -6077091.423263
  nChanged 159
		SP:Iteration 26Q (56357.740000 sec): 3 clusters
  Score: Raw -6080686.885235 + Penalty 3530.633893 = -6077156.251341
  nChanged 136
		SP:Iteration 27Q (56358.110000 sec): 3 clusters
  Score: Raw -6080747.369600 + Penalty 3530.633893 = -6077216.735706
  nChanged 94
		SP:Iteration 28Q (56358.510000 sec): 3 clusters
  Score: Raw -6080785.920349 + Penalty 3530.633893 = -6077255.286456
  nChanged 70
		SP:Iteration 29Q (56358.900000 sec): 3 clusters
  Score: Raw -6080812.961500 + Penalty 3530.633893 = -6077282.327607
  nChanged 78
		SP:Iteration 30Q (56359.250000 sec): 3 clusters
  Score: Raw -6080840.959483 + Penalty 3530.633893 = -6077310.325590
  nChanged 54
		SP:Iteration 31Q (56359.620000 sec): 3 clusters
  Score: Raw -6080857.354321 + Penalty 3530.633893 = -6077326.720427
  nChanged 42
		SP:Iteration 32Q (56359.990000 sec): 3 clusters
  Score: Raw -6080871.520104 + Penalty 3530.633893 = -6077340.886210
  nChanged 30
		SP:Iteration 33Q (56360.400000 sec): 3 clusters
  Score: Raw -6080883.195377 + Penalty 3530.633893 = -6077352.561483
  nChanged 31
		SP:Iteration 34Q (56360.800000 sec): 3 clusters
  Score: Raw -6080889.753927 + Penalty 3530.633893 = -6077359.120034
  nChanged 19
		SP:Iteration 35Q (56361.200000 sec): 3 clusters
  Score: Raw -6080893.581162 + Penalty 3530.633893 = -6077362.947269
  nChanged 12
		SP:Iteration 36Q (56361.580000 sec): 3 clusters
  Score: Raw -6080897.284568 + Penalty 3530.633893 = -6077366.650675
  nChanged 13
		SP:Iteration 37Q (56361.930000 sec): 3 clusters
  Score: Raw -6080903.673177 + Penalty 3530.633893 = -6077373.039284
  nChanged 12
		SP:Iteration 38Q (56362.350000 sec): 3 clusters
  Score: Raw -6080907.398344 + Penalty 3530.633893 = -6077376.764450
  nChanged 10
		SP:Iteration 39Q (56362.700000 sec): 3 clusters
  Score: Raw -6080910.149579 + Penalty 3530.633893 = -6077379.515685
  nChanged 10
		SP:Iteration 40F (56363.100000 sec): 3 clusters
  Score: Raw -6080914.585018 + Penalty 3530.633893 = -6077383.951125
  nChanged 16
		SP:Iteration 41Q (56363.480000 sec): 3 clusters
  Score: Raw -6080919.423107 + Penalty 3530.633893 = -6077388.789213
  nChanged 14
		SP:Iteration 42Q (56363.830000 sec): 3 clusters
  Score: Raw -6080922.338394 + Penalty 3530.633893 = -6077391.704500
  nChanged 10
		SP:Iteration 43Q (56364.180000 sec): 3 clusters
  Score: Raw -6080924.650940 + Penalty 3530.633893 = -6077394.017046
  nChanged 9
		SP:Iteration 44Q (56364.540000 sec): 3 clusters
  Score: Raw -6080926.660990 + Penalty 3530.633893 = -6077396.027097
  nChanged 7
		SP:Iteration 45Q (56364.890000 sec): 3 clusters
  Score: Raw -6080927.906445 + Penalty 3530.633893 = -6077397.272551
  nChanged 7
		SP:Iteration 46Q (56365.200000 sec): 3 clusters
  Score: Raw -6080928.883473 + Penalty 3530.633893 = -6077398.249579
  nChanged 4
		SP:Iteration 47Q (56365.520000 sec): 3 clusters
  Score: Raw -6080929.544199 + Penalty 3530.633893 = -6077398.910306
  nChanged 0
		SP:Iteration 48F (56365.930000 sec): 3 clusters
  Score: Raw -6080929.544199 + Penalty 3530.633893 = -6077398.910306
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56366.040000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56366.260000 sec): 3 clusters
  Score: Raw -141427.201475 + Penalty 2311.506420 = -139115.695056
  nChanged 394
		SP:Iteration 1F (56366.400000 sec): 3 clusters
  Score: Raw -141766.315205 + Penalty 2311.506420 = -139454.808785
  nChanged 101
		SP:Iteration 2F (56366.580000 sec): 3 clusters
  Score: Raw -141874.355678 + Penalty 2311.506420 = -139562.849258
  nChanged 58
		SP:Iteration 3Q (56366.780000 sec): 3 clusters
  Score: Raw -141938.973931 + Penalty 2311.506420 = -139627.467511
  nChanged 48
		SP:Iteration 4Q (56366.930000 sec): 3 clusters
  Score: Raw -141977.815389 + Penalty 2311.506420 = -139666.308970
  nChanged 37
		SP:Iteration 5Q (56367.110000 sec): 3 clusters
  Score: Raw -142013.443099 + Penalty 2311.506420 = -139701.936679
  nChanged 33
		SP:Iteration 6Q (56367.290000 sec): 3 clusters
  Score: Raw -142052.595282 + Penalty 2311.506420 = -139741.088863
  nChanged 26
		SP:Iteration 7Q (56367.440000 sec): 3 clusters
  Score: Raw -142075.698416 + Penalty 2311.506420 = -139764.191997
  nChanged 21
		SP:Iteration 8Q (56367.600000 sec): 3 clusters
  Score: Raw -142100.242772 + Penalty 2311.506420 = -139788.736352
  nChanged 16
		SP:Iteration 9Q (56367.800000 sec): 3 clusters
  Score: Raw -142116.863541 + Penalty 2311.506420 = -139805.357122
  nChanged 11
		SP:Iteration 10Q (56368.000000 sec): 3 clusters
  Score: Raw -142125.178408 + Penalty 2311.506420 = -139813.671989
  nChanged 8
		SP:Iteration 11Q (56368.150000 sec): 3 clusters
  Score: Raw -142130.587878 + Penalty 2311.506420 = -139819.081458
  nChanged 5
		SP:Iteration 12Q (56368.330000 sec): 3 clusters
  Score: Raw -142135.229407 + Penalty 2311.506420 = -139823.722987
  nChanged 2
		SP:Iteration 13Q (56368.460000 sec): 3 clusters
  Score: Raw -142136.081315 + Penalty 2311.506420 = -139824.574895
  nChanged 1
		SP:Iteration 14Q (56368.630000 sec): 3 clusters
  Score: Raw -142136.594736 + Penalty 2311.506420 = -139825.088316
  nChanged 1
		SP:Iteration 15Q (56368.820000 sec): 3 clusters
  Score: Raw -142136.872060 + Penalty 2311.506420 = -139825.365641
  nChanged 0
		SP:Iteration 16F (56368.990000 sec): 3 clusters
  Score: Raw -142136.872060 + Penalty 2311.506420 = -139825.365641
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56370.730000 sec): 2 clusters
  Score: Raw -19264998.621871 + Penalty 1943.355401 = -19263055.266469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56371.620000 sec): 3 clusters
  Score: Raw -19161721.826033 + Penalty 3886.710803 = -19157835.115230
  nChanged 75447
		SP:Iteration 1F (56372.450000 sec): 3 clusters
  Score: Raw -19206184.390210 + Penalty 3886.710803 = -19202297.679408
  nChanged 4162
		SP:Iteration 2Q (56373.300000 sec): 3 clusters
  Score: Raw -19206982.476288 + Penalty 3886.710803 = -19203095.765485
  nChanged 4272
		SP:Iteration 3Q (56374.280000 sec): 3 clusters
  Score: Raw -19207929.121117 + Penalty 3886.710803 = -19204042.410314
  nChanged 4768
		SP:Iteration 4Q (56375.260000 sec): 3 clusters
  Score: Raw -19209144.313872 + Penalty 3886.710803 = -19205257.603069
  nChanged 5244
		SP:Iteration 5Q (56376.150000 sec): 3 clusters
  Score: Raw -19210803.319359 + Penalty 3886.710803 = -19206916.608557
  nChanged 6039
		SP:Iteration 6Q (56377.090000 sec): 3 clusters
  Score: Raw -19213175.437166 + Penalty 3886.710803 = -19209288.726364
  nChanged 7032
		SP:Iteration 7Q (56378.040000 sec): 3 clusters
  Score: Raw -19216548.655758 + Penalty 3886.710803 = -19212661.944955
  nChanged 7796
		SP:Iteration 8Q (56379.010000 sec): 3 clusters
  Score: Raw -19220852.499448 + Penalty 3886.710803 = -19216965.788645
  nChanged 8391
		SP:Iteration 9F (56379.930000 sec): 3 clusters
  Score: Raw -19225912.744554 + Penalty 3886.710803 = -19222026.033751
  nChanged 8364
		SP:Iteration 10F (56380.790000 sec): 3 clusters
  Score: Raw -19231090.007500 + Penalty 3886.710803 = -19227203.296697
  nChanged 8030
		SP:Iteration 11F (56381.660000 sec): 3 clusters
  Score: Raw -19236067.047564 + Penalty 3886.710803 = -19232180.336761
  nChanged 7441
		SP:Iteration 12Q (56382.560000 sec): 3 clusters
  Score: Raw -19240643.248083 + Penalty 3886.710803 = -19236756.537280
  nChanged 6874
		SP:Iteration 13Q (56383.420000 sec): 3 clusters
  Score: Raw -19244695.648215 + Penalty 3886.710803 = -19240808.937412
  nChanged 6089
		SP:Iteration 14Q (56384.280000 sec): 3 clusters
  Score: Raw -19248238.728569 + Penalty 3886.710803 = -19244352.017766
  nChanged 5598
		SP:Iteration 15Q (56385.140000 sec): 3 clusters
  Score: Raw -19251389.696860 + Penalty 3886.710803 = -19247502.986057
  nChanged 4940
		SP:Iteration 16Q (56385.940000 sec): 3 clusters
  Score: Raw -19254103.614498 + Penalty 3886.710803 = -19250216.903695
  nChanged 4342
		SP:Iteration 17Q (56386.740000 sec): 3 clusters
  Score: Raw -19256369.069550 + Penalty 3886.710803 = -19252482.358747
  nChanged 3819
		SP:Iteration 18Q (56387.610000 sec): 3 clusters
  Score: Raw -19258295.583256 + Penalty 3886.710803 = -19254408.872453
  nChanged 3331
		SP:Iteration 19Q (56388.420000 sec): 3 clusters
  Score: Raw -19259888.853438 + Penalty 3886.710803 = -19256002.142636
  nChanged 2772
		SP:Iteration 20F (56389.310000 sec): 3 clusters
  Score: Raw -19261161.337835 + Penalty 3886.710803 = -19257274.627032
  nChanged 2291
		SP:Iteration 21Q (56390.090000 sec): 3 clusters
  Score: Raw -19262147.750780 + Penalty 3886.710803 = -19258261.039977
  nChanged 1829
		SP:Iteration 22Q (56390.920000 sec): 3 clusters
  Score: Raw -19262905.220368 + Penalty 3886.710803 = -19259018.509565
  nChanged 1459
		SP:Iteration 23Q (56391.680000 sec): 3 clusters
  Score: Raw -19263505.520524 + Penalty 3886.710803 = -19259618.809721
  nChanged 1158
		SP:Iteration 24Q (56392.540000 sec): 3 clusters
  Score: Raw -19263974.481352 + Penalty 3886.710803 = -19260087.770549
  nChanged 883
		SP:Iteration 25Q (56393.380000 sec): 3 clusters
  Score: Raw -19264309.825390 + Penalty 3886.710803 = -19260423.114587
  nChanged 680
		SP:Iteration 26Q (56394.150000 sec): 3 clusters
  Score: Raw -19264550.355557 + Penalty 3886.710803 = -19260663.644754
  nChanged 531
		SP:Iteration 27Q (56394.890000 sec): 3 clusters
  Score: Raw -19264733.562589 + Penalty 3886.710803 = -19260846.851787
  nChanged 414
		SP:Iteration 28Q (56395.660000 sec): 3 clusters
  Score: Raw -19264874.710448 + Penalty 3886.710803 = -19260987.999646
  nChanged 359
		SP:Iteration 29Q (56396.420000 sec): 3 clusters
  Score: Raw -19264997.624610 + Penalty 3886.710803 = -19261110.913807
  nChanged 277
		SP:Iteration 30Q (56397.240000 sec): 3 clusters
  Score: Raw -19265087.135243 + Penalty 3886.710803 = -19261200.424440
  nChanged 223
		SP:Iteration 31Q (56398.050000 sec): 3 clusters
  Score: Raw -19265153.803072 + Penalty 3886.710803 = -19261267.092270
  nChanged 179
		SP:Iteration 32Q (56398.840000 sec): 3 clusters
  Score: Raw -19265204.748828 + Penalty 3886.710803 = -19261318.038025
  nChanged 134
		SP:Iteration 33Q (56399.630000 sec): 3 clusters
  Score: Raw -19265243.401040 + Penalty 3886.710803 = -19261356.690238
  nChanged 121
		SP:Iteration 34Q (56400.460000 sec): 3 clusters
  Score: Raw -19265276.541252 + Penalty 3886.710803 = -19261389.830449
  nChanged 92
		SP:Iteration 35Q (56401.230000 sec): 3 clusters
  Score: Raw -19265303.971757 + Penalty 3886.710803 = -19261417.260955
  nChanged 92
		SP:Iteration 36Q (56401.910000 sec): 3 clusters
  Score: Raw -19265329.108603 + Penalty 3886.710803 = -19261442.397800
  nChanged 75
		SP:Iteration 37Q (56402.640000 sec): 3 clusters
  Score: Raw -19265349.143557 + Penalty 3886.710803 = -19261462.432754
  nChanged 63
		SP:Iteration 38Q (56403.360000 sec): 3 clusters
  Score: Raw -19265362.622460 + Penalty 3886.710803 = -19261475.911657
  nChanged 38
		SP:Iteration 39Q (56404.100000 sec): 3 clusters
  Score: Raw -19265369.995603 + Penalty 3886.710803 = -19261483.284801
  nChanged 29
		SP:Iteration 40F (56404.940000 sec): 3 clusters
  Score: Raw -19265375.470267 + Penalty 3886.710803 = -19261488.759464
  nChanged 30
		SP:Iteration 41Q (56405.740000 sec): 3 clusters
  Score: Raw -19265381.799529 + Penalty 3886.710803 = -19261495.088726
  nChanged 29
		SP:Iteration 42Q (56406.560000 sec): 3 clusters
  Score: Raw -19265387.980959 + Penalty 3886.710803 = -19261501.270156
  nChanged 23
		SP:Iteration 43Q (56407.340000 sec): 3 clusters
  Score: Raw -19265392.916892 + Penalty 3886.710803 = -19261506.206089
  nChanged 23
		SP:Iteration 44Q (56408.140000 sec): 3 clusters
  Score: Raw -19265397.422252 + Penalty 3886.710803 = -19261510.711449
  nChanged 25
		SP:Iteration 45Q (56408.910000 sec): 3 clusters
  Score: Raw -19265402.672177 + Penalty 3886.710803 = -19261515.961374
  nChanged 20
		SP:Iteration 46Q (56409.730000 sec): 3 clusters
  Score: Raw -19265407.594905 + Penalty 3886.710803 = -19261520.884102
  nChanged 18
		SP:Iteration 47Q (56410.510000 sec): 3 clusters
  Score: Raw -19265411.274586 + Penalty 3886.710803 = -19261524.563784
  nChanged 16
		SP:Iteration 48Q (56411.270000 sec): 3 clusters
  Score: Raw -19265415.561541 + Penalty 3886.710803 = -19261528.850738
  nChanged 20
		SP:Iteration 49Q (56412.010000 sec): 3 clusters
  Score: Raw -19265419.617396 + Penalty 3886.710803 = -19261532.906593
  nChanged 19
		SP:Iteration 50Q (56412.720000 sec): 3 clusters
  Score: Raw -19265423.428384 + Penalty 3886.710803 = -19261536.717581
  nChanged 17
		SP:Iteration 51Q (56413.460000 sec): 3 clusters
  Score: Raw -19265426.600513 + Penalty 3886.710803 = -19261539.889710
  nChanged 16
		SP:Iteration 52Q (56414.190000 sec): 3 clusters
  Score: Raw -19265429.660647 + Penalty 3886.710803 = -19261542.949844
  nChanged 18
		SP:Iteration 53Q (56414.940000 sec): 3 clusters
  Score: Raw -19265433.730119 + Penalty 3886.710803 = -19261547.019316
  nChanged 19
		SP:Iteration 54Q (56415.720000 sec): 3 clusters
  Score: Raw -19265437.299977 + Penalty 3886.710803 = -19261550.589175
  nChanged 15
		SP:Iteration 55Q (56416.510000 sec): 3 clusters
  Score: Raw -19265440.641708 + Penalty 3886.710803 = -19261553.930905
  nChanged 18
		SP:Iteration 56Q (56417.310000 sec): 3 clusters
  Score: Raw -19265444.657466 + Penalty 3886.710803 = -19261557.946663
  nChanged 17
		SP:Iteration 57Q (56418.170000 sec): 3 clusters
  Score: Raw -19265447.868701 + Penalty 3886.710803 = -19261561.157898
  nChanged 13
		SP:Iteration 58Q (56418.970000 sec): 3 clusters
  Score: Raw -19265451.146062 + Penalty 3886.710803 = -19261564.435259
  nChanged 13
		SP:Iteration 59Q (56419.650000 sec): 3 clusters
  Score: Raw -19265453.468740 + Penalty 3886.710803 = -19261566.757937
  nChanged 12
		SP:Iteration 60F (56420.460000 sec): 3 clusters
  Score: Raw -19265455.773052 + Penalty 3886.710803 = -19261569.062249
  nChanged 14
		SP:Iteration 61Q (56421.150000 sec): 3 clusters
  Score: Raw -19265459.586721 + Penalty 3886.710803 = -19261572.875919
  nChanged 17
		SP:Iteration 62Q (56421.820000 sec): 3 clusters
  Score: Raw -19265462.776681 + Penalty 3886.710803 = -19261576.065879
  nChanged 14
		SP:Iteration 63Q (56422.560000 sec): 3 clusters
  Score: Raw -19265466.434410 + Penalty 3886.710803 = -19261579.723607
  nChanged 13
		SP:Iteration 64Q (56423.300000 sec): 3 clusters
  Score: Raw -19265469.082522 + Penalty 3886.710803 = -19261582.371719
  nChanged 8
		SP:Iteration 65Q (56424.020000 sec): 3 clusters
  Score: Raw -19265471.186539 + Penalty 3886.710803 = -19261584.475736
  nChanged 10
		SP:Iteration 66Q (56424.670000 sec): 3 clusters
  Score: Raw -19265472.927519 + Penalty 3886.710803 = -19261586.216717
  nChanged 9
		SP:Iteration 67Q (56425.390000 sec): 3 clusters
  Score: Raw -19265474.608033 + Penalty 3886.710803 = -19261587.897230
  nChanged 8
		SP:Iteration 68Q (56426.150000 sec): 3 clusters
  Score: Raw -19265476.225591 + Penalty 3886.710803 = -19261589.514788
  nChanged 8
		SP:Iteration 69Q (56426.920000 sec): 3 clusters
  Score: Raw -19265478.409612 + Penalty 3886.710803 = -19261591.698809
  nChanged 9
		SP:Iteration 70Q (56427.670000 sec): 3 clusters
  Score: Raw -19265480.434401 + Penalty 3886.710803 = -19261593.723598
  nChanged 8
		SP:Iteration 71Q (56428.460000 sec): 3 clusters
  Score: Raw -19265481.888081 + Penalty 3886.710803 = -19261595.177278
  nChanged 7
		SP:Iteration 72Q (56429.190000 sec): 3 clusters
  Score: Raw -19265483.212600 + Penalty 3886.710803 = -19261596.501797
  nChanged 8
		SP:Iteration 73Q (56429.860000 sec): 3 clusters
  Score: Raw -19265484.824887 + Penalty 3886.710803 = -19261598.114084
  nChanged 5
		SP:Iteration 74Q (56430.560000 sec): 3 clusters
  Score: Raw -19265485.909028 + Penalty 3886.710803 = -19261599.198225
  nChanged 8
		SP:Iteration 75Q (56431.320000 sec): 3 clusters
  Score: Raw -19265487.523071 + Penalty 3886.710803 = -19261600.812269
  nChanged 7
		SP:Iteration 76Q (56432.080000 sec): 3 clusters
  Score: Raw -19265488.552281 + Penalty 3886.710803 = -19261601.841478
  nChanged 6
		SP:Iteration 77Q (56432.860000 sec): 3 clusters
  Score: Raw -19265489.505105 + Penalty 3886.710803 = -19261602.794302
  nChanged 5
		SP:Iteration 78Q (56433.610000 sec): 3 clusters
  Score: Raw -19265490.511274 + Penalty 3886.710803 = -19261603.800471
  nChanged 5
		SP:Iteration 79Q (56434.490000 sec): 3 clusters
  Score: Raw -19265491.324531 + Penalty 3886.710803 = -19261604.613729
  nChanged 2
		SP:Iteration 80F (56435.420000 sec): 3 clusters
  Score: Raw -19265491.667278 + Penalty 3886.710803 = -19261604.956475
  nChanged 3
		SP:Iteration 81Q (56436.220000 sec): 3 clusters
  Score: Raw -19265492.272946 + Penalty 3886.710803 = -19261605.562143
  nChanged 2
		SP:Iteration 82Q (56436.980000 sec): 3 clusters
  Score: Raw -19265492.620482 + Penalty 3886.710803 = -19261605.909679
  nChanged 1
		SP:Iteration 83Q (56437.760000 sec): 3 clusters
  Score: Raw -19265492.814406 + Penalty 3886.710803 = -19261606.103603
  nChanged 3
		SP:Iteration 84Q (56438.590000 sec): 3 clusters
  Score: Raw -19265493.464746 + Penalty 3886.710803 = -19261606.753943
  nChanged 5
		SP:Iteration 85Q (56439.350000 sec): 3 clusters
  Score: Raw -19265494.517832 + Penalty 3886.710803 = -19261607.807030
  nChanged 3
		SP:Iteration 86Q (56440.160000 sec): 3 clusters
  Score: Raw -19265494.979368 + Penalty 3886.710803 = -19261608.268566
  nChanged 1
		SP:Iteration 87Q (56440.920000 sec): 3 clusters
  Score: Raw -19265495.162917 + Penalty 3886.710803 = -19261608.452114
  nChanged 1
		SP:Iteration 88Q (56441.750000 sec): 3 clusters
  Score: Raw -19265495.404075 + Penalty 3886.710803 = -19261608.693272
  nChanged 2
		SP:Iteration 89Q (56442.520000 sec): 3 clusters
  Score: Raw -19265495.742609 + Penalty 3886.710803 = -19261609.031807
  nChanged 3
		SP:Iteration 90Q (56443.300000 sec): 3 clusters
  Score: Raw -19265496.159319 + Penalty 3886.710803 = -19261609.448516
  nChanged 2
		SP:Iteration 91Q (56444.180000 sec): 3 clusters
  Score: Raw -19265496.535819 + Penalty 3886.710803 = -19261609.825017
  nChanged 3
		SP:Iteration 92Q (56444.960000 sec): 3 clusters
  Score: Raw -19265497.226823 + Penalty 3886.710803 = -19261610.516020
  nChanged 2
		SP:Iteration 93Q (56445.700000 sec): 3 clusters
  Score: Raw -19265497.677995 + Penalty 3886.710803 = -19261610.967192
  nChanged 3
		SP:Iteration 94Q (56446.440000 sec): 3 clusters
  Score: Raw -19265498.107546 + Penalty 3886.710803 = -19261611.396744
  nChanged 0
		SP:Iteration 95F (56447.290000 sec): 3 clusters
  Score: Raw -19265498.107546 + Penalty 3886.710803 = -19261611.396744
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56447.480000 sec): 2 clusters
  Score: Raw -145537.037546 + Penalty 1154.423415 = -144382.614131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56447.680000 sec): 3 clusters
  Score: Raw -145111.482137 + Penalty 2308.846830 = -142802.635307
  nChanged 381
		SP:Iteration 1F (56447.880000 sec): 3 clusters
  Score: Raw -145417.612128 + Penalty 2308.846830 = -143108.765297
  nChanged 92
		SP:Iteration 2F (56448.060000 sec): 3 clusters
  Score: Raw -145497.007620 + Penalty 2308.846830 = -143188.160790
  nChanged 36
		SP:Iteration 3Q (56448.240000 sec): 3 clusters
  Score: Raw -145523.267155 + Penalty 2308.846830 = -143214.420325
  nChanged 24
		SP:Iteration 4Q (56448.420000 sec): 3 clusters
  Score: Raw -145544.480930 + Penalty 2308.846830 = -143235.634100
  nChanged 25
		SP:Iteration 5Q (56448.560000 sec): 3 clusters
  Score: Raw -145565.131196 + Penalty 2308.846830 = -143256.284366
  nChanged 18
		SP:Iteration 6Q (56448.740000 sec): 3 clusters
  Score: Raw -145580.770624 + Penalty 2308.846830 = -143271.923794
  nChanged 14
		SP:Iteration 7Q (56448.950000 sec): 3 clusters
  Score: Raw -145593.761834 + Penalty 2308.846830 = -143284.915004
  nChanged 12
		SP:Iteration 8Q (56449.140000 sec): 3 clusters
  Score: Raw -145603.603955 + Penalty 2308.846830 = -143294.757125
  nChanged 12
		SP:Iteration 9Q (56449.290000 sec): 3 clusters
  Score: Raw -145614.877989 + Penalty 2308.846830 = -143306.031159
  nChanged 15
		SP:Iteration 10Q (56449.450000 sec): 3 clusters
  Score: Raw -145624.333359 + Penalty 2308.846830 = -143315.486529
  nChanged 10
		SP:Iteration 11Q (56449.600000 sec): 3 clusters
  Score: Raw -145635.584236 + Penalty 2308.846830 = -143326.737406
  nChanged 10
		SP:Iteration 12Q (56449.780000 sec): 3 clusters
  Score: Raw -145641.633073 + Penalty 2308.846830 = -143332.786243
  nChanged 7
		SP:Iteration 13Q (56449.880000 sec): 3 clusters
  Score: Raw -145646.221644 + Penalty 2308.846830 = -143337.374813
  nChanged 10
		SP:Iteration 14Q (56450.050000 sec): 3 clusters
  Score: Raw -145658.477118 + Penalty 2308.846830 = -143349.630288
  nChanged 7
		SP:Iteration 15Q (56450.210000 sec): 3 clusters
  Score: Raw -145667.747905 + Penalty 2308.846830 = -143358.901074
  nChanged 7
		SP:Iteration 16Q (56450.370000 sec): 3 clusters
  Score: Raw -145674.607371 + Penalty 2308.846830 = -143365.760541
  nChanged 6
		SP:Iteration 17Q (56450.550000 sec): 3 clusters
  Score: Raw -145681.544976 + Penalty 2308.846830 = -143372.698146
  nChanged 8
		SP:Iteration 18Q (56450.760000 sec): 3 clusters
  Score: Raw -145688.171045 + Penalty 2308.846830 = -143379.324215
  nChanged 6
		SP:Iteration 19Q (56450.940000 sec): 3 clusters
  Score: Raw -145694.223176 + Penalty 2308.846830 = -143385.376346
  nChanged 6
		SP:Iteration 20F (56451.090000 sec): 3 clusters
  Score: Raw -145697.902819 + Penalty 2308.846830 = -143389.055989
  nChanged 2
		SP:Iteration 21Q (56451.270000 sec): 3 clusters
  Score: Raw -145700.290251 + Penalty 2308.846830 = -143391.443421
  nChanged 4
		SP:Iteration 22Q (56451.440000 sec): 3 clusters
  Score: Raw -145702.991875 + Penalty 2308.846830 = -143394.145044
  nChanged 2
		SP:Iteration 23Q (56451.650000 sec): 3 clusters
  Score: Raw -145704.264028 + Penalty 2308.846830 = -143395.417197
  nChanged 2
		SP:Iteration 24Q (56451.800000 sec): 3 clusters
  Score: Raw -145706.992447 + Penalty 2308.846830 = -143398.145617
  nChanged 3
		SP:Iteration 25Q (56451.960000 sec): 3 clusters
  Score: Raw -145709.120862 + Penalty 2308.846830 = -143400.274032
  nChanged 3
		SP:Iteration 26Q (56452.150000 sec): 3 clusters
  Score: Raw -145710.350562 + Penalty 2308.846830 = -143401.503732
  nChanged 1
		SP:Iteration 27Q (56452.350000 sec): 3 clusters
  Score: Raw -145711.022245 + Penalty 2308.846830 = -143402.175415
  nChanged 2
		SP:Iteration 28Q (56452.510000 sec): 3 clusters
  Score: Raw -145712.720479 + Penalty 2308.846830 = -143403.873649
  nChanged 5
		SP:Iteration 29Q (56452.680000 sec): 3 clusters
  Score: Raw -145715.321959 + Penalty 2308.846830 = -143406.475129
  nChanged 3
		SP:Iteration 30Q (56452.830000 sec): 3 clusters
  Score: Raw -145717.129486 + Penalty 2308.846830 = -143408.282656
  nChanged 3
		SP:Iteration 31Q (56453.050000 sec): 3 clusters
  Score: Raw -145719.673614 + Penalty 2308.846830 = -143410.826784
  nChanged 0
		SP:Iteration 32F (56453.190000 sec): 3 clusters
  Score: Raw -145719.673614 + Penalty 2308.846830 = -143410.826784
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56453.320000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56453.480000 sec): 3 clusters
  Score: Raw -42489.700137 + Penalty 1938.997690 = -40550.702446
  nChanged 79
		SP:Iteration 1F (56453.630000 sec): 3 clusters
  Score: Raw -42620.039651 + Penalty 1938.997690 = -40681.041961
  nChanged 17
		SP:Iteration 2Q (56453.810000 sec): 3 clusters
  Score: Raw -42651.675272 + Penalty 1938.997690 = -40712.677581
  nChanged 3
		SP:Iteration 3Q (56454.020000 sec): 3 clusters
  Score: Raw -42657.421526 + Penalty 1938.997690 = -40718.423836
  nChanged 4
		SP:Iteration 4Q (56454.190000 sec): 3 clusters
  Score: Raw -42677.441727 + Penalty 1938.997690 = -40738.444037
  nChanged 6
		SP:Iteration 5Q (56454.360000 sec): 3 clusters
  Score: Raw -42695.906560 + Penalty 1938.997690 = -40756.908870
  nChanged 5
		SP:Iteration 6Q (56454.510000 sec): 3 clusters
  Score: Raw -42704.329042 + Penalty 1938.997690 = -40765.331352
  nChanged 1
		SP:Iteration 7Q (56454.670000 sec): 3 clusters
  Score: Raw -42705.590263 + Penalty 1938.997690 = -40766.592573
  nChanged 0
		SP:Iteration 8F (56454.830000 sec): 3 clusters
  Score: Raw -42705.590263 + Penalty 1938.997690 = -40766.592573
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56455.020000 sec): 2 clusters
  Score: Raw -2197377.994529 + Penalty 1588.580732 = -2195789.413797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56455.250000 sec): 3 clusters
  Score: Raw -2186870.378168 + Penalty 3177.161464 = -2183693.216704
  nChanged 7841
		SP:Iteration 1F (56455.520000 sec): 3 clusters
  Score: Raw -2191271.802674 + Penalty 3177.161464 = -2188094.641210
  nChanged 916
		SP:Iteration 2F (56455.780000 sec): 3 clusters
  Score: Raw -2191623.343350 + Penalty 3177.161464 = -2188446.181886
  nChanged 831
		SP:Iteration 3Q (56455.990000 sec): 3 clusters
  Score: Raw -2191953.288758 + Penalty 3177.161464 = -2188776.127294
  nChanged 784
		SP:Iteration 4Q (56456.280000 sec): 3 clusters
  Score: Raw -2192281.620493 + Penalty 3177.161464 = -2189104.459029
  nChanged 761
		SP:Iteration 5Q (56456.550000 sec): 3 clusters
  Score: Raw -2192661.266803 + Penalty 3177.161464 = -2189484.105339
  nChanged 756
		SP:Iteration 6Q (56456.770000 sec): 3 clusters
  Score: Raw -2193037.813162 + Penalty 3177.161464 = -2189860.651698
  nChanged 783
		SP:Iteration 7Q (56457.010000 sec): 3 clusters
  Score: Raw -2193459.037890 + Penalty 3177.161464 = -2190281.876426
  nChanged 806
		SP:Iteration 8Q (56457.290000 sec): 3 clusters
  Score: Raw -2193936.919959 + Penalty 3177.161464 = -2190759.758495
  nChanged 834
		SP:Iteration 9Q (56457.530000 sec): 3 clusters
  Score: Raw -2194485.096822 + Penalty 3177.161464 = -2191307.935357
  nChanged 816
		SP:Iteration 10Q (56457.750000 sec): 3 clusters
  Score: Raw -2194956.204882 + Penalty 3177.161464 = -2191779.043417
  nChanged 692
		SP:Iteration 11Q (56457.990000 sec): 3 clusters
  Score: Raw -2195295.756518 + Penalty 3177.161464 = -2192118.595054
  nChanged 532
		SP:Iteration 12Q (56458.280000 sec): 3 clusters
  Score: Raw -2195513.839794 + Penalty 3177.161464 = -2192336.678330
  nChanged 387
		SP:Iteration 13Q (56458.550000 sec): 3 clusters
  Score: Raw -2195661.202354 + Penalty 3177.161464 = -2192484.040890
  nChanged 337
		SP:Iteration 14Q (56458.780000 sec): 3 clusters
  Score: Raw -2195775.614850 + Penalty 3177.161464 = -2192598.453386
  nChanged 279
		SP:Iteration 15Q (56459.030000 sec): 3 clusters
  Score: Raw -2195866.214689 + Penalty 3177.161464 = -2192689.053225
  nChanged 257
		SP:Iteration 16Q (56459.260000 sec): 3 clusters
  Score: Raw -2195950.901339 + Penalty 3177.161464 = -2192773.739875
  nChanged 235
		SP:Iteration 17Q (56459.540000 sec): 3 clusters
  Score: Raw -2196019.659106 + Penalty 3177.161464 = -2192842.497642
  nChanged 226
		SP:Iteration 18Q (56459.750000 sec): 3 clusters
  Score: Raw -2196089.482694 + Penalty 3177.161464 = -2192912.321230
  nChanged 216
		SP:Iteration 19Q (56459.980000 sec): 3 clusters
  Score: Raw -2196158.447835 + Penalty 3177.161464 = -2192981.286371
  nChanged 202
		SP:Iteration 20F (56460.250000 sec): 3 clusters
  Score: Raw -2196218.068827 + Penalty 3177.161464 = -2193040.907363
  nChanged 177
		SP:Iteration 21Q (56460.450000 sec): 3 clusters
  Score: Raw -2196263.617266 + Penalty 3177.161464 = -2193086.455802
  nChanged 152
		SP:Iteration 22Q (56460.690000 sec): 3 clusters
  Score: Raw -2196298.099763 + Penalty 3177.161464 = -2193120.938299
  nChanged 140
		SP:Iteration 23Q (56460.930000 sec): 3 clusters
  Score: Raw -2196325.284981 + Penalty 3177.161464 = -2193148.123517
  nChanged 102
		SP:Iteration 24Q (56461.170000 sec): 3 clusters
  Score: Raw -2196343.559093 + Penalty 3177.161464 = -2193166.397629
  nChanged 83
		SP:Iteration 25Q (56461.360000 sec): 3 clusters
  Score: Raw -2196355.262157 + Penalty 3177.161464 = -2193178.100693
  nChanged 61
		SP:Iteration 26Q (56461.620000 sec): 3 clusters
  Score: Raw -2196363.933043 + Penalty 3177.161464 = -2193186.771579
  nChanged 63
		SP:Iteration 27Q (56461.850000 sec): 3 clusters
  Score: Raw -2196372.541913 + Penalty 3177.161464 = -2193195.380449
  nChanged 64
		SP:Iteration 28Q (56462.050000 sec): 3 clusters
  Score: Raw -2196380.547267 + Penalty 3177.161464 = -2193203.385803
  nChanged 64
		SP:Iteration 29Q (56462.350000 sec): 3 clusters
  Score: Raw -2196387.275650 + Penalty 3177.161464 = -2193210.114186
  nChanged 46
		SP:Iteration 30Q (56462.560000 sec): 3 clusters
  Score: Raw -2196394.087011 + Penalty 3177.161464 = -2193216.925547
  nChanged 52
		SP:Iteration 31Q (56462.800000 sec): 3 clusters
  Score: Raw -2196401.131552 + Penalty 3177.161464 = -2193223.970088
  nChanged 42
		SP:Iteration 32Q (56463.040000 sec): 3 clusters
  Score: Raw -2196406.009780 + Penalty 3177.161464 = -2193228.848316
  nChanged 34
		SP:Iteration 33Q (56463.300000 sec): 3 clusters
  Score: Raw -2196410.086448 + Penalty 3177.161464 = -2193232.924984
  nChanged 37
		SP:Iteration 34Q (56463.520000 sec): 3 clusters
  Score: Raw -2196414.203607 + Penalty 3177.161464 = -2193237.042143
  nChanged 26
		SP:Iteration 35Q (56463.790000 sec): 3 clusters
  Score: Raw -2196416.956582 + Penalty 3177.161464 = -2193239.795118
  nChanged 28
		SP:Iteration 36Q (56464.020000 sec): 3 clusters
  Score: Raw -2196419.965761 + Penalty 3177.161464 = -2193242.804297
  nChanged 36
		SP:Iteration 37Q (56464.290000 sec): 3 clusters
  Score: Raw -2196424.279916 + Penalty 3177.161464 = -2193247.118452
  nChanged 45
		SP:Iteration 38Q (56464.550000 sec): 3 clusters
  Score: Raw -2196430.013620 + Penalty 3177.161464 = -2193252.852156
  nChanged 47
		SP:Iteration 39Q (56464.780000 sec): 3 clusters
  Score: Raw -2196435.609669 + Penalty 3177.161464 = -2193258.448204
  nChanged 34
		SP:Iteration 40F (56464.990000 sec): 3 clusters
  Score: Raw -2196439.035766 + Penalty 3177.161464 = -2193261.874302
  nChanged 30
		SP:Iteration 41Q (56465.240000 sec): 3 clusters
  Score: Raw -2196442.891367 + Penalty 3177.161464 = -2193265.729903
  nChanged 37
		SP:Iteration 42Q (56465.490000 sec): 3 clusters
  Score: Raw -2196448.535671 + Penalty 3177.161464 = -2193271.374207
  nChanged 58
		SP:Iteration 43Q (56465.720000 sec): 3 clusters
  Score: Raw -2196457.208627 + Penalty 3177.161464 = -2193280.047163
  nChanged 57
		SP:Iteration 44Q (56465.950000 sec): 3 clusters
  Score: Raw -2196465.190247 + Penalty 3177.161464 = -2193288.028782
  nChanged 46
		SP:Iteration 45Q (56466.210000 sec): 3 clusters
  Score: Raw -2196471.116128 + Penalty 3177.161464 = -2193293.954664
  nChanged 47
		SP:Iteration 46Q (56466.420000 sec): 3 clusters
  Score: Raw -2196476.804315 + Penalty 3177.161464 = -2193299.642851
  nChanged 46
		SP:Iteration 47Q (56466.710000 sec): 3 clusters
  Score: Raw -2196481.559186 + Penalty 3177.161464 = -2193304.397722
  nChanged 53
		SP:Iteration 48Q (56466.930000 sec): 3 clusters
  Score: Raw -2196487.945418 + Penalty 3177.161464 = -2193310.783954
  nChanged 48
		SP:Iteration 49Q (56467.200000 sec): 3 clusters
  Score: Raw -2196493.600635 + Penalty 3177.161464 = -2193316.439171
  nChanged 43
		SP:Iteration 50Q (56467.420000 sec): 3 clusters
  Score: Raw -2196498.180486 + Penalty 3177.161464 = -2193321.019022
  nChanged 40
		SP:Iteration 51Q (56467.660000 sec): 3 clusters
  Score: Raw -2196502.381078 + Penalty 3177.161464 = -2193325.219614
  nChanged 41
		SP:Iteration 52Q (56467.900000 sec): 3 clusters
  Score: Raw -2196506.748433 + Penalty 3177.161464 = -2193329.586969
  nChanged 37
		SP:Iteration 53Q (56468.150000 sec): 3 clusters
  Score: Raw -2196510.999124 + Penalty 3177.161464 = -2193333.837660
  nChanged 47
		SP:Iteration 54Q (56468.410000 sec): 3 clusters
  Score: Raw -2196516.690425 + Penalty 3177.161464 = -2193339.528961
  nChanged 39
		SP:Iteration 55Q (56468.630000 sec): 3 clusters
  Score: Raw -2196520.737886 + Penalty 3177.161464 = -2193343.576422
  nChanged 31
		SP:Iteration 56Q (56468.880000 sec): 3 clusters
  Score: Raw -2196524.455200 + Penalty 3177.161464 = -2193347.293736
  nChanged 37
		SP:Iteration 57Q (56469.160000 sec): 3 clusters
  Score: Raw -2196528.315612 + Penalty 3177.161464 = -2193351.154148
  nChanged 30
		SP:Iteration 58Q (56469.370000 sec): 3 clusters
  Score: Raw -2196531.414990 + Penalty 3177.161464 = -2193354.253526
  nChanged 29
		SP:Iteration 59Q (56469.580000 sec): 3 clusters
  Score: Raw -2196534.403376 + Penalty 3177.161464 = -2193357.241912
  nChanged 23
		SP:Iteration 60F (56469.860000 sec): 3 clusters
  Score: Raw -2196537.221236 + Penalty 3177.161464 = -2193360.059772
  nChanged 30
		SP:Iteration 61Q (56470.120000 sec): 3 clusters
  Score: Raw -2196540.130301 + Penalty 3177.161464 = -2193362.968837
  nChanged 20
		SP:Iteration 62Q (56470.390000 sec): 3 clusters
  Score: Raw -2196541.608802 + Penalty 3177.161464 = -2193364.447338
  nChanged 20
		SP:Iteration 63Q (56470.630000 sec): 3 clusters
  Score: Raw -2196543.409025 + Penalty 3177.161464 = -2193366.247561
  nChanged 19
		SP:Iteration 64Q (56470.880000 sec): 3 clusters
  Score: Raw -2196545.216873 + Penalty 3177.161464 = -2193368.055409
  nChanged 11
		SP:Iteration 65Q (56471.120000 sec): 3 clusters
  Score: Raw -2196546.138880 + Penalty 3177.161464 = -2193368.977416
  nChanged 15
		SP:Iteration 66Q (56471.370000 sec): 3 clusters
  Score: Raw -2196546.899312 + Penalty 3177.161464 = -2193369.737848
  nChanged 3
		SP:Iteration 67Q (56471.650000 sec): 3 clusters
  Score: Raw -2196547.143583 + Penalty 3177.161464 = -2193369.982119
  nChanged 4
		SP:Iteration 68Q (56471.890000 sec): 3 clusters
  Score: Raw -2196547.709625 + Penalty 3177.161464 = -2193370.548161
  nChanged 6
		SP:Iteration 69Q (56472.180000 sec): 3 clusters
  Score: Raw -2196548.285387 + Penalty 3177.161464 = -2193371.123923
  nChanged 8
		SP:Iteration 70Q (56472.390000 sec): 3 clusters
  Score: Raw -2196548.844563 + Penalty 3177.161464 = -2193371.683099
  nChanged 4
		SP:Iteration 71Q (56472.640000 sec): 3 clusters
  Score: Raw -2196549.046392 + Penalty 3177.161464 = -2193371.884928
  nChanged 7
		SP:Iteration 72Q (56472.940000 sec): 3 clusters
  Score: Raw -2196549.385157 + Penalty 3177.161464 = -2193372.223693
  nChanged 4
		SP:Iteration 73Q (56473.140000 sec): 3 clusters
  Score: Raw -2196549.608333 + Penalty 3177.161464 = -2193372.446869
  nChanged 4
		SP:Iteration 74Q (56473.400000 sec): 3 clusters
  Score: Raw -2196549.886909 + Penalty 3177.161464 = -2193372.725445
  nChanged 2
		SP:Iteration 75Q (56473.640000 sec): 3 clusters
  Score: Raw -2196550.010323 + Penalty 3177.161464 = -2193372.848859
  nChanged 5
		SP:Iteration 76Q (56473.870000 sec): 3 clusters
  Score: Raw -2196550.280151 + Penalty 3177.161464 = -2193373.118687
  nChanged 4
		SP:Iteration 77Q (56474.140000 sec): 3 clusters
  Score: Raw -2196550.541377 + Penalty 3177.161464 = -2193373.379913
  nChanged 1
		SP:Iteration 78Q (56474.350000 sec): 3 clusters
  Score: Raw -2196550.622095 + Penalty 3177.161464 = -2193373.460631
  nChanged 7
		SP:Iteration 79Q (56474.620000 sec): 3 clusters
  Score: Raw -2196551.086817 + Penalty 3177.161464 = -2193373.925353
  nChanged 2
		SP:Iteration 80F (56474.860000 sec): 3 clusters
  Score: Raw -2196551.166886 + Penalty 3177.161464 = -2193374.005421
  nChanged 1
		SP:Iteration 81Q (56475.080000 sec): 3 clusters
  Score: Raw -2196551.190688 + Penalty 3177.161464 = -2193374.029224
  nChanged 2
		SP:Iteration 82Q (56475.330000 sec): 3 clusters
  Score: Raw -2196551.318758 + Penalty 3177.161464 = -2193374.157294
  nChanged 3
		SP:Iteration 83Q (56475.610000 sec): 3 clusters
  Score: Raw -2196551.442957 + Penalty 3177.161464 = -2193374.281493
  nChanged 1
		SP:Iteration 84Q (56475.810000 sec): 3 clusters
  Score: Raw -2196551.497046 + Penalty 3177.161464 = -2193374.335582
  nChanged 2
		SP:Iteration 85Q (56476.040000 sec): 3 clusters
  Score: Raw -2196551.592547 + Penalty 3177.161464 = -2193374.431083
  nChanged 3
		SP:Iteration 86Q (56476.320000 sec): 3 clusters
  Score: Raw -2196551.710912 + Penalty 3177.161464 = -2193374.549448
  nChanged 3
		SP:Iteration 87Q (56476.550000 sec): 3 clusters
  Score: Raw -2196551.910076 + Penalty 3177.161464 = -2193374.748612
  nChanged 4
		SP:Iteration 88Q (56476.810000 sec): 3 clusters
  Score: Raw -2196552.107339 + Penalty 3177.161464 = -2193374.945875
  nChanged 1
		SP:Iteration 89Q (56477.070000 sec): 3 clusters
  Score: Raw -2196552.164467 + Penalty 3177.161464 = -2193375.003003
  nChanged 3
		SP:Iteration 90Q (56477.320000 sec): 3 clusters
  Score: Raw -2196552.455388 + Penalty 3177.161464 = -2193375.293924
  nChanged 6
		SP:Iteration 91Q (56477.570000 sec): 3 clusters
  Score: Raw -2196552.929153 + Penalty 3177.161464 = -2193375.767689
  nChanged 8
		SP:Iteration 92Q (56477.790000 sec): 3 clusters
  Score: Raw -2196553.648876 + Penalty 3177.161464 = -2193376.487412
  nChanged 13
		SP:Iteration 93Q (56478.040000 sec): 3 clusters
  Score: Raw -2196554.622386 + Penalty 3177.161464 = -2193377.460922
  nChanged 10
		SP:Iteration 94Q (56478.270000 sec): 3 clusters
  Score: Raw -2196555.550725 + Penalty 3177.161464 = -2193378.389261
  nChanged 11
		SP:Iteration 95Q (56478.520000 sec): 3 clusters
  Score: Raw -2196556.455598 + Penalty 3177.161464 = -2193379.294134
  nChanged 10
		SP:Iteration 96Q (56478.780000 sec): 3 clusters
  Score: Raw -2196557.370382 + Penalty 3177.161464 = -2193380.208918
  nChanged 17
		SP:Iteration 97Q (56479.020000 sec): 3 clusters
  Score: Raw -2196558.894475 + Penalty 3177.161464 = -2193381.733011
  nChanged 14
		SP:Iteration 98Q (56479.280000 sec): 3 clusters
  Score: Raw -2196560.579842 + Penalty 3177.161464 = -2193383.418377
  nChanged 17
		SP:Iteration 99Q (56479.520000 sec): 3 clusters
  Score: Raw -2196562.639774 + Penalty 3177.161464 = -2193385.478310
  nChanged 19
		SP:Iteration 100F (56479.740000 sec): 3 clusters
  Score: Raw -2196564.374278 + Penalty 3177.161464 = -2193387.212814
  nChanged 8
		SP:Iteration 101Q (56480.000000 sec): 3 clusters
  Score: Raw -2196564.954853 + Penalty 3177.161464 = -2193387.793389
  nChanged 8
		SP:Iteration 102Q (56480.220000 sec): 3 clusters
  Score: Raw -2196565.714362 + Penalty 3177.161464 = -2193388.552898
  nChanged 5
		SP:Iteration 103Q (56480.440000 sec): 3 clusters
  Score: Raw -2196566.195820 + Penalty 3177.161464 = -2193389.034356
  nChanged 8
		SP:Iteration 104Q (56480.700000 sec): 3 clusters
  Score: Raw -2196567.162480 + Penalty 3177.161464 = -2193390.001016
  nChanged 12
		SP:Iteration 105Q (56480.940000 sec): 3 clusters
  Score: Raw -2196568.180898 + Penalty 3177.161464 = -2193391.019434
  nChanged 10
		SP:Iteration 106Q (56481.210000 sec): 3 clusters
  Score: Raw -2196569.128977 + Penalty 3177.161464 = -2193391.967513
  nChanged 10
		SP:Iteration 107Q (56481.410000 sec): 3 clusters
  Score: Raw -2196569.953658 + Penalty 3177.161464 = -2193392.792194
  nChanged 8
		SP:Iteration 108Q (56481.680000 sec): 3 clusters
  Score: Raw -2196570.533298 + Penalty 3177.161464 = -2193393.371833
  nChanged 8
		SP:Iteration 109Q (56481.950000 sec): 3 clusters
  Score: Raw -2196571.288707 + Penalty 3177.161464 = -2193394.127243
  nChanged 8
		SP:Iteration 110Q (56482.190000 sec): 3 clusters
  Score: Raw -2196571.802257 + Penalty 3177.161464 = -2193394.640793
  nChanged 12
		SP:Iteration 111Q (56482.430000 sec): 3 clusters
  Score: Raw -2196572.807813 + Penalty 3177.161464 = -2193395.646348
  nChanged 8
		SP:Iteration 112Q (56482.690000 sec): 3 clusters
  Score: Raw -2196573.351819 + Penalty 3177.161464 = -2193396.190355
  nChanged 6
		SP:Iteration 113Q (56482.910000 sec): 3 clusters
  Score: Raw -2196573.883992 + Penalty 3177.161464 = -2193396.722528
  nChanged 11
		SP:Iteration 114Q (56483.190000 sec): 3 clusters
  Score: Raw -2196574.876590 + Penalty 3177.161464 = -2193397.715126
  nChanged 11
		SP:Iteration 115Q (56483.440000 sec): 3 clusters
  Score: Raw -2196575.518460 + Penalty 3177.161464 = -2193398.356995
  nChanged 7
		SP:Iteration 116Q (56483.650000 sec): 3 clusters
  Score: Raw -2196575.849697 + Penalty 3177.161464 = -2193398.688233
  nChanged 3
		SP:Iteration 117Q (56483.890000 sec): 3 clusters
  Score: Raw -2196575.986448 + Penalty 3177.161464 = -2193398.824984
  nChanged 4
		SP:Iteration 118Q (56484.160000 sec): 3 clusters
  Score: Raw -2196576.137875 + Penalty 3177.161464 = -2193398.976411
  nChanged 3
		SP:Iteration 119Q (56484.390000 sec): 3 clusters
  Score: Raw -2196576.360255 + Penalty 3177.161464 = -2193399.198791
  nChanged 5
		SP:Iteration 120F (56484.610000 sec): 3 clusters
  Score: Raw -2196576.784513 + Penalty 3177.161464 = -2193399.623049
  nChanged 5
		SP:Iteration 121Q (56484.850000 sec): 3 clusters
  Score: Raw -2196577.074067 + Penalty 3177.161464 = -2193399.912603
  nChanged 3
		SP:Iteration 122Q (56485.100000 sec): 3 clusters
  Score: Raw -2196577.206110 + Penalty 3177.161464 = -2193400.044646
  nChanged 1
		SP:Iteration 123Q (56485.320000 sec): 3 clusters
  Score: Raw -2196577.233335 + Penalty 3177.161464 = -2193400.071871
  nChanged 1
		SP:Iteration 124Q (56485.570000 sec): 3 clusters
  Score: Raw -2196577.269764 + Penalty 3177.161464 = -2193400.108300
  nChanged 0
		SP:Iteration 125F (56485.830000 sec): 3 clusters
  Score: Raw -2196577.269764 + Penalty 3177.161464 = -2193400.108300
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56485.960000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56486.120000 sec): 3 clusters
  Score: Raw -147214.236266 + Penalty 2334.264436 = -144879.971830
  nChanged 434
		SP:Iteration 1F (56486.310000 sec): 3 clusters
  Score: Raw -147609.675885 + Penalty 2334.264436 = -145275.411448
  nChanged 96
		SP:Iteration 2F (56486.490000 sec): 3 clusters
  Score: Raw -147750.556568 + Penalty 2334.264436 = -145416.292132
  nChanged 73
		SP:Iteration 3F (56486.640000 sec): 3 clusters
  Score: Raw -147826.570566 + Penalty 2334.264436 = -145492.306129
  nChanged 58
		SP:Iteration 4Q (56486.790000 sec): 3 clusters
  Score: Raw -147891.067589 + Penalty 2334.264436 = -145556.803152
  nChanged 58
		SP:Iteration 5Q (56486.950000 sec): 3 clusters
  Score: Raw -147978.377513 + Penalty 2334.264436 = -145644.113077
  nChanged 71
		SP:Iteration 6F (56487.140000 sec): 3 clusters
  Score: Raw -148077.057386 + Penalty 2334.264436 = -145742.792949
  nChanged 58
		SP:Iteration 7Q (56487.290000 sec): 3 clusters
  Score: Raw -148144.976294 + Penalty 2334.264436 = -145810.711858
  nChanged 36
		SP:Iteration 8Q (56487.490000 sec): 3 clusters
  Score: Raw -148201.185018 + Penalty 2334.264436 = -145866.920581
  nChanged 24
		SP:Iteration 9Q (56487.650000 sec): 3 clusters
  Score: Raw -148224.769673 + Penalty 2334.264436 = -145890.505237
  nChanged 13
		SP:Iteration 10Q (56487.850000 sec): 3 clusters
  Score: Raw -148240.266635 + Penalty 2334.264436 = -145906.002198
  nChanged 8
		SP:Iteration 11Q (56488.030000 sec): 3 clusters
  Score: Raw -148246.883312 + Penalty 2334.264436 = -145912.618876
  nChanged 2
		SP:Iteration 12Q (56488.220000 sec): 3 clusters
  Score: Raw -148247.790049 + Penalty 2334.264436 = -145913.525613
  nChanged 0
		SP:Iteration 13F (56488.370000 sec): 3 clusters
  Score: Raw -148247.790049 + Penalty 2334.264436 = -145913.525613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56488.480000 sec): 2 clusters
  Score: Raw -452701.770782 + Penalty 1344.043491 = -451357.727291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56488.690000 sec): 3 clusters
  Score: Raw -450798.976895 + Penalty 2688.086981 = -448110.889913
  nChanged 1509
		SP:Iteration 1F (56488.830000 sec): 3 clusters
  Score: Raw -451658.823908 + Penalty 2688.086981 = -448970.736927
  nChanged 287
		SP:Iteration 2F (56489.030000 sec): 3 clusters
  Score: Raw -451818.123480 + Penalty 2688.086981 = -449130.036498
  nChanged 203
		SP:Iteration 3F (56489.240000 sec): 3 clusters
  Score: Raw -451927.893429 + Penalty 2688.086981 = -449239.806448
  nChanged 168
		SP:Iteration 4Q (56489.390000 sec): 3 clusters
  Score: Raw -452028.167914 + Penalty 2688.086981 = -449340.080933
  nChanged 187
		SP:Iteration 5Q (56489.600000 sec): 3 clusters
  Score: Raw -452176.132537 + Penalty 2688.086981 = -449488.045555
  nChanged 214
		SP:Iteration 6F (56489.830000 sec): 3 clusters
  Score: Raw -452335.379049 + Penalty 2688.086981 = -449647.292068
  nChanged 196
		SP:Iteration 7F (56489.990000 sec): 3 clusters
  Score: Raw -452487.762727 + Penalty 2688.086981 = -449799.675746
  nChanged 169
		SP:Iteration 8Q (56490.190000 sec): 3 clusters
  Score: Raw -452624.066374 + Penalty 2688.086981 = -449935.979392
  nChanged 146
		SP:Iteration 9Q (56490.410000 sec): 3 clusters
  Score: Raw -452741.310647 + Penalty 2688.086981 = -450053.223666
  nChanged 138
		SP:Iteration 10Q (56490.600000 sec): 3 clusters
  Score: Raw -452840.691519 + Penalty 2688.086981 = -450152.604537
  nChanged 113
		SP:Iteration 11Q (56490.760000 sec): 3 clusters
  Score: Raw -452908.036317 + Penalty 2688.086981 = -450219.949335
  nChanged 73
		SP:Iteration 12Q (56490.950000 sec): 3 clusters
  Score: Raw -452952.127864 + Penalty 2688.086981 = -450264.040882
  nChanged 60
		SP:Iteration 13Q (56491.130000 sec): 3 clusters
  Score: Raw -452992.158739 + Penalty 2688.086981 = -450304.071758
  nChanged 57
		SP:Iteration 14Q (56491.330000 sec): 3 clusters
  Score: Raw -453025.982733 + Penalty 2688.086981 = -450337.895752
  nChanged 57
		SP:Iteration 15Q (56491.530000 sec): 3 clusters
  Score: Raw -453058.407386 + Penalty 2688.086981 = -450370.320404
  nChanged 34
		SP:Iteration 16Q (56491.690000 sec): 3 clusters
  Score: Raw -453075.372926 + Penalty 2688.086981 = -450387.285945
  nChanged 37
		SP:Iteration 17Q (56491.900000 sec): 3 clusters
  Score: Raw -453091.191878 + Penalty 2688.086981 = -450403.104897
  nChanged 19
		SP:Iteration 18Q (56492.070000 sec): 3 clusters
  Score: Raw -453097.855044 + Penalty 2688.086981 = -450409.768063
  nChanged 15
		SP:Iteration 19Q (56492.300000 sec): 3 clusters
  Score: Raw -453103.795769 + Penalty 2688.086981 = -450415.708788
  nChanged 14
		SP:Iteration 20F (56492.480000 sec): 3 clusters
  Score: Raw -453109.335171 + Penalty 2688.086981 = -450421.248189
  nChanged 7
		SP:Iteration 21Q (56492.640000 sec): 3 clusters
  Score: Raw -453111.200724 + Penalty 2688.086981 = -450423.113743
  nChanged 4
		SP:Iteration 22Q (56492.860000 sec): 3 clusters
  Score: Raw -453112.114328 + Penalty 2688.086981 = -450424.027346
  nChanged 2
		SP:Iteration 23Q (56493.040000 sec): 3 clusters
  Score: Raw -453112.741334 + Penalty 2688.086981 = -450424.654352
  nChanged 1
		SP:Iteration 24Q (56493.200000 sec): 3 clusters
  Score: Raw -453112.818847 + Penalty 2688.086981 = -450424.731866
  nChanged 0
		SP:Iteration 25F (56493.360000 sec): 3 clusters
  Score: Raw -453112.818847 + Penalty 2688.086981 = -450424.731866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56493.470000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56493.640000 sec): 3 clusters
  Score: Raw -19997.430203 + Penalty 1693.083000 = -18304.347204
  nChanged 23
		SP:Iteration 1F (56493.820000 sec): 3 clusters
  Score: Raw -20079.831962 + Penalty 1693.083000 = -18386.748962
  nChanged 4
		SP:Iteration 2Q (56493.990000 sec): 3 clusters
  Score: Raw -20102.438837 + Penalty 1693.083000 = -18409.355837
  nChanged 3
		SP:Iteration 3Q (56494.160000 sec): 3 clusters
  Score: Raw -20108.636403 + Penalty 1693.083000 = -18415.553403
  nChanged 0
		SP:Iteration 4F (56494.340000 sec): 3 clusters
  Score: Raw -20108.636403 + Penalty 1693.083000 = -18415.553403
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56494.470000 sec): 2 clusters
  Score: Raw -1660356.116605 + Penalty 1551.913239 = -1658804.203366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56494.700000 sec): 3 clusters
  Score: Raw -1652195.061296 + Penalty 3103.826478 = -1649091.234819
  nChanged 6215
		SP:Iteration 1F (56494.930000 sec): 3 clusters
  Score: Raw -1655632.539573 + Penalty 3103.826478 = -1652528.713096
  nChanged 853
		SP:Iteration 2F (56495.190000 sec): 3 clusters
  Score: Raw -1656007.075107 + Penalty 3103.826478 = -1652903.248630
  nChanged 736
		SP:Iteration 3F (56495.420000 sec): 3 clusters
  Score: Raw -1656359.595200 + Penalty 3103.826478 = -1653255.768722
  nChanged 760
		SP:Iteration 4F (56495.600000 sec): 3 clusters
  Score: Raw -1656763.789575 + Penalty 3103.826478 = -1653659.963098
  nChanged 757
		SP:Iteration 5F (56495.860000 sec): 3 clusters
  Score: Raw -1657204.352733 + Penalty 3103.826478 = -1654100.526255
  nChanged 772
		SP:Iteration 6F (56496.070000 sec): 3 clusters
  Score: Raw -1657677.447542 + Penalty 3103.826478 = -1654573.621064
  nChanged 732
		SP:Iteration 7F (56496.290000 sec): 3 clusters
  Score: Raw -1658155.331277 + Penalty 3103.826478 = -1655051.504799
  nChanged 683
		SP:Iteration 8Q (56496.490000 sec): 3 clusters
  Score: Raw -1658558.968219 + Penalty 3103.826478 = -1655455.141741
  nChanged 576
		SP:Iteration 9Q (56496.720000 sec): 3 clusters
  Score: Raw -1658817.625223 + Penalty 3103.826478 = -1655713.798746
  nChanged 411
		SP:Iteration 10Q (56496.970000 sec): 3 clusters
  Score: Raw -1658961.038008 + Penalty 3103.826478 = -1655857.211530
  nChanged 289
		SP:Iteration 11Q (56497.180000 sec): 3 clusters
  Score: Raw -1659041.183605 + Penalty 3103.826478 = -1655937.357127
  nChanged 214
		SP:Iteration 12Q (56497.380000 sec): 3 clusters
  Score: Raw -1659096.231329 + Penalty 3103.826478 = -1655992.404851
  nChanged 188
		SP:Iteration 13Q (56497.580000 sec): 3 clusters
  Score: Raw -1659147.937282 + Penalty 3103.826478 = -1656044.110804
  nChanged 180
		SP:Iteration 14Q (56497.810000 sec): 3 clusters
  Score: Raw -1659198.814973 + Penalty 3103.826478 = -1656094.988496
  nChanged 172
		SP:Iteration 15Q (56498.050000 sec): 3 clusters
  Score: Raw -1659251.749357 + Penalty 3103.826478 = -1656147.922880
  nChanged 171
		SP:Iteration 16Q (56498.290000 sec): 3 clusters
  Score: Raw -1659313.035199 + Penalty 3103.826478 = -1656209.208722
  nChanged 175
		SP:Iteration 17Q (56498.540000 sec): 3 clusters
  Score: Raw -1659372.616417 + Penalty 3103.826478 = -1656268.789939
  nChanged 168
		SP:Iteration 18Q (56498.760000 sec): 3 clusters
  Score: Raw -1659425.008490 + Penalty 3103.826478 = -1656321.182012
  nChanged 155
		SP:Iteration 19Q (56498.980000 sec): 3 clusters
  Score: Raw -1659477.784435 + Penalty 3103.826478 = -1656373.957957
  nChanged 153
		SP:Iteration 20F (56499.210000 sec): 3 clusters
  Score: Raw -1659530.593287 + Penalty 3103.826478 = -1656426.766809
  nChanged 150
		SP:Iteration 21Q (56499.430000 sec): 3 clusters
  Score: Raw -1659594.604068 + Penalty 3103.826478 = -1656490.777591
  nChanged 142
		SP:Iteration 22Q (56499.680000 sec): 3 clusters
  Score: Raw -1659649.940272 + Penalty 3103.826478 = -1656546.113794
  nChanged 150
		SP:Iteration 23Q (56499.890000 sec): 3 clusters
  Score: Raw -1659703.917778 + Penalty 3103.826478 = -1656600.091300
  nChanged 147
		SP:Iteration 24Q (56500.120000 sec): 3 clusters
  Score: Raw -1659746.523649 + Penalty 3103.826478 = -1656642.697171
  nChanged 129
		SP:Iteration 25Q (56500.360000 sec): 3 clusters
  Score: Raw -1659784.519734 + Penalty 3103.826478 = -1656680.693256
  nChanged 125
		SP:Iteration 26Q (56500.580000 sec): 3 clusters
  Score: Raw -1659825.144576 + Penalty 3103.826478 = -1656721.318099
  nChanged 126
		SP:Iteration 27Q (56500.830000 sec): 3 clusters
  Score: Raw -1659863.355860 + Penalty 3103.826478 = -1656759.529382
  nChanged 121
		SP:Iteration 28Q (56501.080000 sec): 3 clusters
  Score: Raw -1659907.368288 + Penalty 3103.826478 = -1656803.541810
  nChanged 104
		SP:Iteration 29Q (56501.290000 sec): 3 clusters
  Score: Raw -1659937.517833 + Penalty 3103.826478 = -1656833.691355
  nChanged 110
		SP:Iteration 30Q (56501.510000 sec): 3 clusters
  Score: Raw -1659965.988541 + Penalty 3103.826478 = -1656862.162064
  nChanged 89
		SP:Iteration 31Q (56501.730000 sec): 3 clusters
  Score: Raw -1659988.599934 + Penalty 3103.826478 = -1656884.773456
  nChanged 75
		SP:Iteration 32Q (56501.970000 sec): 3 clusters
  Score: Raw -1660003.488034 + Penalty 3103.826478 = -1656899.661556
  nChanged 75
		SP:Iteration 33Q (56502.190000 sec): 3 clusters
  Score: Raw -1660019.187805 + Penalty 3103.826478 = -1656915.361327
  nChanged 71
		SP:Iteration 34Q (56502.450000 sec): 3 clusters
  Score: Raw -1660034.975372 + Penalty 3103.826478 = -1656931.148894
  nChanged 74
		SP:Iteration 35Q (56502.670000 sec): 3 clusters
  Score: Raw -1660052.750109 + Penalty 3103.826478 = -1656948.923631
  nChanged 84
		SP:Iteration 36Q (56502.880000 sec): 3 clusters
  Score: Raw -1660073.144877 + Penalty 3103.826478 = -1656969.318400
  nChanged 81
		SP:Iteration 37Q (56503.140000 sec): 3 clusters
  Score: Raw -1660092.412601 + Penalty 3103.826478 = -1656988.586124
  nChanged 77
		SP:Iteration 38Q (56503.350000 sec): 3 clusters
  Score: Raw -1660110.002835 + Penalty 3103.826478 = -1657006.176357
  nChanged 71
		SP:Iteration 39Q (56503.600000 sec): 3 clusters
  Score: Raw -1660124.804585 + Penalty 3103.826478 = -1657020.978108
  nChanged 71
		SP:Iteration 40F (56503.850000 sec): 3 clusters
  Score: Raw -1660143.463601 + Penalty 3103.826478 = -1657039.637123
  nChanged 80
		SP:Iteration 41Q (56504.080000 sec): 3 clusters
  Score: Raw -1660164.941452 + Penalty 3103.826478 = -1657061.114974
  nChanged 73
		SP:Iteration 42Q (56504.320000 sec): 3 clusters
  Score: Raw -1660182.593416 + Penalty 3103.826478 = -1657078.766938
  nChanged 59
		SP:Iteration 43Q (56504.540000 sec): 3 clusters
  Score: Raw -1660196.500953 + Penalty 3103.826478 = -1657092.674475
  nChanged 58
		SP:Iteration 44Q (56504.750000 sec): 3 clusters
  Score: Raw -1660214.040533 + Penalty 3103.826478 = -1657110.214055
  nChanged 70
		SP:Iteration 45Q (56504.970000 sec): 3 clusters
  Score: Raw -1660233.918983 + Penalty 3103.826478 = -1657130.092505
  nChanged 77
		SP:Iteration 46Q (56505.220000 sec): 3 clusters
  Score: Raw -1660253.885288 + Penalty 3103.826478 = -1657150.058810
  nChanged 77
		SP:Iteration 47Q (56505.450000 sec): 3 clusters
  Score: Raw -1660271.579151 + Penalty 3103.826478 = -1657167.752674
  nChanged 68
		SP:Iteration 48Q (56505.660000 sec): 3 clusters
  Score: Raw -1660289.795268 + Penalty 3103.826478 = -1657185.968790
  nChanged 74
		SP:Iteration 49Q (56505.840000 sec): 3 clusters
  Score: Raw -1660311.746001 + Penalty 3103.826478 = -1657207.919524
  nChanged 85
		SP:Iteration 50Q (56506.100000 sec): 3 clusters
  Score: Raw -1660334.276572 + Penalty 3103.826478 = -1657230.450094
  nChanged 72
		SP:Iteration 51Q (56506.300000 sec): 3 clusters
  Score: Raw -1660355.985394 + Penalty 3103.826478 = -1657252.158916
  nChanged 83
		SP:Iteration 52Q (56506.530000 sec): 3 clusters
  Score: Raw -1660382.909541 + Penalty 3103.826478 = -1657279.083063
  nChanged 72
		SP:Iteration 53Q (56506.740000 sec): 3 clusters
  Score: Raw -1660406.219409 + Penalty 3103.826478 = -1657302.392931
  nChanged 67
		SP:Iteration 54Q (56506.980000 sec): 3 clusters
  Score: Raw -1660429.478702 + Penalty 3103.826478 = -1657325.652224
  nChanged 64
		SP:Iteration 55Q (56507.180000 sec): 3 clusters
  Score: Raw -1660450.106077 + Penalty 3103.826478 = -1657346.279600
  nChanged 77
		SP:Iteration 56Q (56507.410000 sec): 3 clusters
  Score: Raw -1660480.126158 + Penalty 3103.826478 = -1657376.299681
  nChanged 87
		SP:Iteration 57Q (56507.690000 sec): 3 clusters
  Score: Raw -1660514.061629 + Penalty 3103.826478 = -1657410.235151
  nChanged 73
		SP:Iteration 58Q (56507.930000 sec): 3 clusters
  Score: Raw -1660544.447861 + Penalty 3103.826478 = -1657440.621383
  nChanged 64
		SP:Iteration 59Q (56508.150000 sec): 3 clusters
  Score: Raw -1660573.645984 + Penalty 3103.826478 = -1657469.819506
  nChanged 70
		SP:Iteration 60F (56508.400000 sec): 3 clusters
  Score: Raw -1660598.209204 + Penalty 3103.826478 = -1657494.382726
  nChanged 51
		SP:Iteration 61Q (56508.620000 sec): 3 clusters
  Score: Raw -1660614.953851 + Penalty 3103.826478 = -1657511.127373
  nChanged 41
		SP:Iteration 62Q (56508.830000 sec): 3 clusters
  Score: Raw -1660624.779649 + Penalty 3103.826478 = -1657520.953172
  nChanged 42
		SP:Iteration 63Q (56509.050000 sec): 3 clusters
  Score: Raw -1660634.261658 + Penalty 3103.826478 = -1657530.435181
  nChanged 31
		SP:Iteration 64Q (56509.270000 sec): 3 clusters
  Score: Raw -1660642.705754 + Penalty 3103.826478 = -1657538.879276
  nChanged 33
		SP:Iteration 65Q (56509.450000 sec): 3 clusters
  Score: Raw -1660649.878204 + Penalty 3103.826478 = -1657546.051726
  nChanged 24
		SP:Iteration 66Q (56509.650000 sec): 3 clusters
  Score: Raw -1660655.365566 + Penalty 3103.826478 = -1657551.539088
  nChanged 27
		SP:Iteration 67Q (56509.920000 sec): 3 clusters
  Score: Raw -1660662.633160 + Penalty 3103.826478 = -1657558.806682
  nChanged 35
		SP:Iteration 68Q (56510.130000 sec): 3 clusters
  Score: Raw -1660670.626572 + Penalty 3103.826478 = -1657566.800094
  nChanged 23
		SP:Iteration 69Q (56510.360000 sec): 3 clusters
  Score: Raw -1660674.430130 + Penalty 3103.826478 = -1657570.603652
  nChanged 14
		SP:Iteration 70Q (56510.560000 sec): 3 clusters
  Score: Raw -1660676.117568 + Penalty 3103.826478 = -1657572.291091
  nChanged 12
		SP:Iteration 71Q (56510.780000 sec): 3 clusters
  Score: Raw -1660678.804660 + Penalty 3103.826478 = -1657574.978183
  nChanged 20
		SP:Iteration 72Q (56511.000000 sec): 3 clusters
  Score: Raw -1660682.005877 + Penalty 3103.826478 = -1657578.179400
  nChanged 11
		SP:Iteration 73Q (56511.220000 sec): 3 clusters
  Score: Raw -1660683.701784 + Penalty 3103.826478 = -1657579.875306
  nChanged 15
		SP:Iteration 74Q (56511.430000 sec): 3 clusters
  Score: Raw -1660685.619511 + Penalty 3103.826478 = -1657581.793033
  nChanged 9
		SP:Iteration 75Q (56511.680000 sec): 3 clusters
  Score: Raw -1660686.729220 + Penalty 3103.826478 = -1657582.902743
  nChanged 7
		SP:Iteration 76Q (56511.900000 sec): 3 clusters
  Score: Raw -1660687.697593 + Penalty 3103.826478 = -1657583.871115
  nChanged 6
		SP:Iteration 77Q (56512.110000 sec): 3 clusters
  Score: Raw -1660688.389754 + Penalty 3103.826478 = -1657584.563276
  nChanged 2
		SP:Iteration 78Q (56512.370000 sec): 3 clusters
  Score: Raw -1660688.596725 + Penalty 3103.826478 = -1657584.770247
  nChanged 3
		SP:Iteration 79Q (56512.570000 sec): 3 clusters
  Score: Raw -1660688.832839 + Penalty 3103.826478 = -1657585.006361
  nChanged 2
		SP:Iteration 80F (56512.810000 sec): 3 clusters
  Score: Raw -1660689.076857 + Penalty 3103.826478 = -1657585.250380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (16965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56512.940000 sec): 2 clusters
  Score: Raw -2114939.555179 + Penalty 1582.572498 = -2113356.982682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56513.190000 sec): 3 clusters
  Score: Raw -2104828.844489 + Penalty 3165.144995 = -2101663.699494
  nChanged 7581
		SP:Iteration 1F (56513.430000 sec): 3 clusters
  Score: Raw -2108928.720944 + Penalty 3165.144995 = -2105763.575948
  nChanged 922
		SP:Iteration 2F (56513.670000 sec): 3 clusters
  Score: Raw -2109307.183780 + Penalty 3165.144995 = -2106142.038785
  nChanged 864
		SP:Iteration 3F (56513.910000 sec): 3 clusters
  Score: Raw -2109677.502032 + Penalty 3165.144995 = -2106512.357037
  nChanged 834
		SP:Iteration 4Q (56514.160000 sec): 3 clusters
  Score: Raw -2110071.305085 + Penalty 3165.144995 = -2106906.160090
  nChanged 846
		SP:Iteration 5Q (56514.420000 sec): 3 clusters
  Score: Raw -2110490.826460 + Penalty 3165.144995 = -2107325.681465
  nChanged 814
		SP:Iteration 6Q (56514.680000 sec): 3 clusters
  Score: Raw -2110888.836221 + Penalty 3165.144995 = -2107723.691226
  nChanged 783
		SP:Iteration 7Q (56514.920000 sec): 3 clusters
  Score: Raw -2111332.764997 + Penalty 3165.144995 = -2108167.620002
  nChanged 818
		SP:Iteration 8Q (56515.170000 sec): 3 clusters
  Score: Raw -2111833.598530 + Penalty 3165.144995 = -2108668.453535
  nChanged 800
		SP:Iteration 9Q (56515.410000 sec): 3 clusters
  Score: Raw -2112312.767374 + Penalty 3165.144995 = -2109147.622379
  nChanged 671
		SP:Iteration 10Q (56515.660000 sec): 3 clusters
  Score: Raw -2112660.196559 + Penalty 3165.144995 = -2109495.051564
  nChanged 550
		SP:Iteration 11Q (56515.930000 sec): 3 clusters
  Score: Raw -2112887.817136 + Penalty 3165.144995 = -2109722.672141
  nChanged 391
		SP:Iteration 12Q (56516.210000 sec): 3 clusters
  Score: Raw -2113017.905234 + Penalty 3165.144995 = -2109852.760239
  nChanged 296
		SP:Iteration 13Q (56516.450000 sec): 3 clusters
  Score: Raw -2113099.401089 + Penalty 3165.144995 = -2109934.256094
  nChanged 230
		SP:Iteration 14Q (56516.700000 sec): 3 clusters
  Score: Raw -2113152.617014 + Penalty 3165.144995 = -2109987.472018
  nChanged 175
		SP:Iteration 15Q (56516.990000 sec): 3 clusters
  Score: Raw -2113190.129332 + Penalty 3165.144995 = -2110024.984337
  nChanged 162
		SP:Iteration 16Q (56517.250000 sec): 3 clusters
  Score: Raw -2113224.220634 + Penalty 3165.144995 = -2110059.075639
  nChanged 158
		SP:Iteration 17Q (56517.520000 sec): 3 clusters
  Score: Raw -2113260.114946 + Penalty 3165.144995 = -2110094.969951
  nChanged 168
		SP:Iteration 18Q (56517.820000 sec): 3 clusters
  Score: Raw -2113301.512095 + Penalty 3165.144995 = -2110136.367100
  nChanged 171
		SP:Iteration 19Q (56518.030000 sec): 3 clusters
  Score: Raw -2113342.063211 + Penalty 3165.144995 = -2110176.918216
  nChanged 153
		SP:Iteration 20F (56518.290000 sec): 3 clusters
  Score: Raw -2113382.036481 + Penalty 3165.144995 = -2110216.891486
  nChanged 158
		SP:Iteration 21Q (56518.550000 sec): 3 clusters
  Score: Raw -2113422.727278 + Penalty 3165.144995 = -2110257.582283
  nChanged 152
		SP:Iteration 22Q (56518.780000 sec): 3 clusters
  Score: Raw -2113458.880749 + Penalty 3165.144995 = -2110293.735754
  nChanged 141
		SP:Iteration 23Q (56519.040000 sec): 3 clusters
  Score: Raw -2113491.190576 + Penalty 3165.144995 = -2110326.045581
  nChanged 145
		SP:Iteration 24Q (56519.270000 sec): 3 clusters
  Score: Raw -2113528.842325 + Penalty 3165.144995 = -2110363.697330
  nChanged 139
		SP:Iteration 25Q (56519.520000 sec): 3 clusters
  Score: Raw -2113559.977509 + Penalty 3165.144995 = -2110394.832513
  nChanged 131
		SP:Iteration 26Q (56519.780000 sec): 3 clusters
  Score: Raw -2113588.726672 + Penalty 3165.144995 = -2110423.581677
  nChanged 120
		SP:Iteration 27Q (56520.010000 sec): 3 clusters
  Score: Raw -2113613.203360 + Penalty 3165.144995 = -2110448.058365
  nChanged 131
		SP:Iteration 28Q (56520.230000 sec): 3 clusters
  Score: Raw -2113639.852862 + Penalty 3165.144995 = -2110474.707867
  nChanged 127
		SP:Iteration 29Q (56520.500000 sec): 3 clusters
  Score: Raw -2113664.648126 + Penalty 3165.144995 = -2110499.503131
  nChanged 123
		SP:Iteration 30Q (56520.720000 sec): 3 clusters
  Score: Raw -2113692.534382 + Penalty 3165.144995 = -2110527.389387
  nChanged 127
		SP:Iteration 31Q (56520.980000 sec): 3 clusters
  Score: Raw -2113720.738143 + Penalty 3165.144995 = -2110555.593148
  nChanged 130
		SP:Iteration 32Q (56521.230000 sec): 3 clusters
  Score: Raw -2113746.124618 + Penalty 3165.144995 = -2110580.979623
  nChanged 125
		SP:Iteration 33Q (56521.470000 sec): 3 clusters
  Score: Raw -2113769.452852 + Penalty 3165.144995 = -2110604.307857
  nChanged 108
		SP:Iteration 34Q (56521.660000 sec): 3 clusters
  Score: Raw -2113790.148091 + Penalty 3165.144995 = -2110625.003096
  nChanged 109
		SP:Iteration 35Q (56521.940000 sec): 3 clusters
  Score: Raw -2113811.707112 + Penalty 3165.144995 = -2110646.562117
  nChanged 98
		SP:Iteration 36Q (56522.220000 sec): 3 clusters
  Score: Raw -2113830.619516 + Penalty 3165.144995 = -2110665.474521
  nChanged 94
		SP:Iteration 37Q (56522.440000 sec): 3 clusters
  Score: Raw -2113848.267835 + Penalty 3165.144995 = -2110683.122840
  nChanged 101
		SP:Iteration 38Q (56522.690000 sec): 3 clusters
  Score: Raw -2113869.085566 + Penalty 3165.144995 = -2110703.940571
  nChanged 109
		SP:Iteration 39Q (56522.940000 sec): 3 clusters
  Score: Raw -2113889.858643 + Penalty 3165.144995 = -2110724.713648
  nChanged 94
		SP:Iteration 40F (56523.180000 sec): 3 clusters
  Score: Raw -2113908.781982 + Penalty 3165.144995 = -2110743.636986
  nChanged 102
		SP:Iteration 41Q (56523.440000 sec): 3 clusters
  Score: Raw -2113929.673084 + Penalty 3165.144995 = -2110764.528089
  nChanged 101
		SP:Iteration 42Q (56523.690000 sec): 3 clusters
  Score: Raw -2113952.288175 + Penalty 3165.144995 = -2110787.143180
  nChanged 116
		SP:Iteration 43Q (56523.920000 sec): 3 clusters
  Score: Raw -2113980.324768 + Penalty 3165.144995 = -2110815.179773
  nChanged 110
		SP:Iteration 44Q (56524.130000 sec): 3 clusters
  Score: Raw -2114005.475654 + Penalty 3165.144995 = -2110840.330659
  nChanged 123
		SP:Iteration 45Q (56524.380000 sec): 3 clusters
  Score: Raw -2114037.495379 + Penalty 3165.144995 = -2110872.350384
  nChanged 135
		SP:Iteration 46Q (56524.660000 sec): 3 clusters
  Score: Raw -2114069.729705 + Penalty 3165.144995 = -2110904.584710
  nChanged 124
		SP:Iteration 47Q (56524.880000 sec): 3 clusters
  Score: Raw -2114098.438470 + Penalty 3165.144995 = -2110933.293475
  nChanged 123
		SP:Iteration 48Q (56525.180000 sec): 3 clusters
  Score: Raw -2114131.705432 + Penalty 3165.144995 = -2110966.560437
  nChanged 139
		SP:Iteration 49Q (56525.430000 sec): 3 clusters
  Score: Raw -2114174.080824 + Penalty 3165.144995 = -2111008.935829
  nChanged 145
		SP:Iteration 50Q (56525.640000 sec): 3 clusters
  Score: Raw -2114213.748947 + Penalty 3165.144995 = -2111048.603952
  nChanged 146
		SP:Iteration 51Q (56525.920000 sec): 3 clusters
  Score: Raw -2114252.779931 + Penalty 3165.144995 = -2111087.634936
  nChanged 130
		SP:Iteration 52Q (56526.180000 sec): 3 clusters
  Score: Raw -2114290.207534 + Penalty 3165.144995 = -2111125.062539
  nChanged 129
		SP:Iteration 53Q (56526.420000 sec): 3 clusters
  Score: Raw -2114329.429613 + Penalty 3165.144995 = -2111164.284617
  nChanged 120
		SP:Iteration 54Q (56526.670000 sec): 3 clusters
  Score: Raw -2114365.482439 + Penalty 3165.144995 = -2111200.337444
  nChanged 117
		SP:Iteration 55Q (56526.890000 sec): 3 clusters
  Score: Raw -2114401.395604 + Penalty 3165.144995 = -2111236.250609
  nChanged 124
		SP:Iteration 56Q (56527.110000 sec): 3 clusters
  Score: Raw -2114441.435796 + Penalty 3165.144995 = -2111276.290801
  nChanged 116
		SP:Iteration 57Q (56527.340000 sec): 3 clusters
  Score: Raw -2114484.798629 + Penalty 3165.144995 = -2111319.653634
  nChanged 123
		SP:Iteration 58Q (56527.610000 sec): 3 clusters
  Score: Raw -2114534.568405 + Penalty 3165.144995 = -2111369.423410
  nChanged 133
		SP:Iteration 59Q (56527.810000 sec): 3 clusters
  Score: Raw -2114593.436599 + Penalty 3165.144995 = -2111428.291604
  nChanged 125
		SP:Iteration 60F (56528.100000 sec): 3 clusters
  Score: Raw -2114643.612179 + Penalty 3165.144995 = -2111478.467184
  nChanged 99
		SP:Iteration 61Q (56528.330000 sec): 3 clusters
  Score: Raw -2114685.888483 + Penalty 3165.144995 = -2111520.743487
  nChanged 83
		SP:Iteration 62Q (56528.540000 sec): 3 clusters
  Score: Raw -2114718.111908 + Penalty 3165.144995 = -2111552.966913
  nChanged 88
		SP:Iteration 63Q (56528.780000 sec): 3 clusters
  Score: Raw -2114759.382080 + Penalty 3165.144995 = -2111594.237085
  nChanged 104
		SP:Iteration 64Q (56529.010000 sec): 3 clusters
  Score: Raw -2114803.639251 + Penalty 3165.144995 = -2111638.494256
  nChanged 91
		SP:Iteration 65Q (56529.240000 sec): 3 clusters
  Score: Raw -2114840.978318 + Penalty 3165.144995 = -2111675.833323
  nChanged 84
		SP:Iteration 66Q (56529.510000 sec): 3 clusters
  Score: Raw -2114887.713510 + Penalty 3165.144995 = -2111722.568515
  nChanged 98
		SP:Iteration 67Q (56529.740000 sec): 3 clusters
  Score: Raw -2114946.269724 + Penalty 3165.144995 = -2111781.124729
  nChanged 82
		SP:Iteration 68Q (56529.960000 sec): 3 clusters
  Score: Raw -2114987.258571 + Penalty 3165.144995 = -2111822.113576
  nChanged 55
		SP:Iteration 69Q (56530.210000 sec): 3 clusters
  Score: Raw -2115012.545102 + Penalty 3165.144995 = -2111847.400107
  nChanged 47
		SP:Iteration 70Q (56530.400000 sec): 3 clusters
  Score: Raw -2115037.092854 + Penalty 3165.144995 = -2111871.947859
  nChanged 45
		SP:Iteration 71Q (56530.610000 sec): 3 clusters
  Score: Raw -2115058.692480 + Penalty 3165.144995 = -2111893.547484
  nChanged 46
		SP:Iteration 72Q (56530.860000 sec): 3 clusters
  Score: Raw -2115080.004822 + Penalty 3165.144995 = -2111914.859826
  nChanged 31
		SP:Iteration 73Q (56531.050000 sec): 3 clusters
  Score: Raw -2115092.535269 + Penalty 3165.144995 = -2111927.390274
  nChanged 27
		SP:Iteration 74Q (56531.250000 sec): 3 clusters
  Score: Raw -2115104.760325 + Penalty 3165.144995 = -2111939.615330
  nChanged 19
		SP:Iteration 75Q (56531.460000 sec): 3 clusters
  Score: Raw -2115116.280290 + Penalty 3165.144995 = -2111951.135295
  nChanged 16
		SP:Iteration 76Q (56531.720000 sec): 3 clusters
  Score: Raw -2115125.215580 + Penalty 3165.144995 = -2111960.070585
  nChanged 15
		SP:Iteration 77Q (56531.910000 sec): 3 clusters
  Score: Raw -2115133.836950 + Penalty 3165.144995 = -2111968.691955
  nChanged 12
		SP:Iteration 78Q (56532.150000 sec): 3 clusters
  Score: Raw -2115141.194429 + Penalty 3165.144995 = -2111976.049434
  nChanged 5
		SP:Iteration 79Q (56532.370000 sec): 3 clusters
  Score: Raw -2115142.583993 + Penalty 3165.144995 = -2111977.438998
  nChanged 5
		SP:Iteration 80F (56532.580000 sec): 3 clusters
  Score: Raw -2115144.843918 + Penalty 3165.144995 = -2111979.698923
  nChanged 5
		SP:Iteration 81Q (56532.810000 sec): 3 clusters
  Score: Raw -2115148.201073 + Penalty 3165.144995 = -2111983.056078
  nChanged 4
		SP:Iteration 82Q (56533.030000 sec): 3 clusters
  Score: Raw -2115149.371559 + Penalty 3165.144995 = -2111984.226564
  nChanged 4
		SP:Iteration 83Q (56533.250000 sec): 3 clusters
  Score: Raw -2115151.071619 + Penalty 3165.144995 = -2111985.926624
  nChanged 6
		SP:Iteration 84Q (56533.490000 sec): 3 clusters
  Score: Raw -2115153.606673 + Penalty 3165.144995 = -2111988.461678
  nChanged 5
		SP:Iteration 85Q (56533.700000 sec): 3 clusters
  Score: Raw -2115155.920930 + Penalty 3165.144995 = -2111990.775935
  nChanged 5
		SP:Iteration 86Q (56533.980000 sec): 3 clusters
  Score: Raw -2115157.373554 + Penalty 3165.144995 = -2111992.228559
  nChanged 5
		SP:Iteration 87Q (56534.170000 sec): 3 clusters
  Score: Raw -2115159.165017 + Penalty 3165.144995 = -2111994.020022
  nChanged 8
		SP:Iteration 88Q (56534.360000 sec): 3 clusters
  Score: Raw -2115161.746558 + Penalty 3165.144995 = -2111996.601563
  nChanged 7
		SP:Iteration 89Q (56534.590000 sec): 3 clusters
  Score: Raw -2115164.538467 + Penalty 3165.144995 = -2111999.393472
  nChanged 9
		SP:Iteration 90Q (56534.790000 sec): 3 clusters
  Score: Raw -2115168.206178 + Penalty 3165.144995 = -2112003.061182
  nChanged 5
		SP:Iteration 91Q (56535.010000 sec): 3 clusters
  Score: Raw -2115170.237832 + Penalty 3165.144995 = -2112005.092837
  nChanged 7
		SP:Iteration 92Q (56535.230000 sec): 3 clusters
  Score: Raw -2115172.782218 + Penalty 3165.144995 = -2112007.637223
  nChanged 3
		SP:Iteration 93Q (56535.430000 sec): 3 clusters
  Score: Raw -2115173.537468 + Penalty 3165.144995 = -2112008.392473
  nChanged 2
		SP:Iteration 94Q (56535.700000 sec): 3 clusters
  Score: Raw -2115174.161551 + Penalty 3165.144995 = -2112009.016556
  nChanged 1
		SP:Iteration 95Q (56535.920000 sec): 3 clusters
  Score: Raw -2115174.288100 + Penalty 3165.144995 = -2112009.143104
  nChanged 0
		SP:Iteration 96F (56536.150000 sec): 3 clusters
  Score: Raw -2115174.288100 + Penalty 3165.144995 = -2112009.143104
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56536.260000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56536.410000 sec): 3 clusters
  Score: Raw -83423.839057 + Penalty 2140.953755 = -81282.885303
  nChanged 205
		SP:Iteration 1F (56536.590000 sec): 3 clusters
  Score: Raw -83664.466038 + Penalty 2140.953755 = -81523.512283
  nChanged 52
		SP:Iteration 2F (56536.780000 sec): 3 clusters
  Score: Raw -83734.968081 + Penalty 2140.953755 = -81594.014326
  nChanged 29
		SP:Iteration 3Q (56536.960000 sec): 3 clusters
  Score: Raw -83769.246866 + Penalty 2140.953755 = -81628.293111
  nChanged 13
		SP:Iteration 4Q (56537.150000 sec): 3 clusters
  Score: Raw -83784.596719 + Penalty 2140.953755 = -81643.642964
  nChanged 8
		SP:Iteration 5Q (56537.290000 sec): 3 clusters
  Score: Raw -83790.732949 + Penalty 2140.953755 = -81649.779194
  nChanged 4
		SP:Iteration 6Q (56537.460000 sec): 3 clusters
  Score: Raw -83796.305742 + Penalty 2140.953755 = -81655.351987
  nChanged 3
		SP:Iteration 7Q (56537.640000 sec): 3 clusters
  Score: Raw -83799.391834 + Penalty 2140.953755 = -81658.438079
  nChanged 2
		SP:Iteration 8Q (56537.790000 sec): 3 clusters
  Score: Raw -83801.864753 + Penalty 2140.953755 = -81660.910998
  nChanged 1
		SP:Iteration 9Q (56537.990000 sec): 3 clusters
  Score: Raw -83802.451858 + Penalty 2140.953755 = -81661.498103
  nChanged 1
		SP:Iteration 10Q (56538.180000 sec): 3 clusters
  Score: Raw -83804.486521 + Penalty 2140.953755 = -81663.532767
  nChanged 1
		SP:Iteration 11Q (56538.310000 sec): 3 clusters
  Score: Raw -83804.874475 + Penalty 2140.953755 = -81663.920720
  nChanged 1
		SP:Iteration 12Q (56538.510000 sec): 3 clusters
  Score: Raw -83805.091394 + Penalty 2140.953755 = -81664.137639
  nChanged 0
		SP:Iteration 13F (56538.640000 sec): 3 clusters
  Score: Raw -83805.091394 + Penalty 2140.953755 = -81664.137639
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56538.740000 sec): 2 clusters
  Score: Raw -227201.458468 + Penalty 1234.250433 = -225967.208035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56538.930000 sec): 3 clusters
  Score: Raw -226352.963929 + Penalty 2468.500866 = -223884.463063
  nChanged 696
		SP:Iteration 1F (56539.110000 sec): 3 clusters
  Score: Raw -226852.275964 + Penalty 2468.500866 = -224383.775098
  nChanged 175
		SP:Iteration 2F (56539.310000 sec): 3 clusters
  Score: Raw -227054.501138 + Penalty 2468.500866 = -224586.000272
  nChanged 166
		SP:Iteration 3F (56539.460000 sec): 3 clusters
  Score: Raw -227221.050750 + Penalty 2468.500866 = -224752.549885
  nChanged 110
		SP:Iteration 4F (56539.660000 sec): 3 clusters
  Score: Raw -227339.012226 + Penalty 2468.500866 = -224870.511361
  nChanged 95
		SP:Iteration 5Q (56539.810000 sec): 3 clusters
  Score: Raw -227440.823055 + Penalty 2468.500866 = -224972.322189
  nChanged 84
		SP:Iteration 6Q (56540.000000 sec): 3 clusters
  Score: Raw -227519.766532 + Penalty 2468.500866 = -225051.265666
  nChanged 62
		SP:Iteration 7Q (56540.180000 sec): 3 clusters
  Score: Raw -227570.922463 + Penalty 2468.500866 = -225102.421597
  nChanged 53
		SP:Iteration 8Q (56540.370000 sec): 3 clusters
  Score: Raw -227609.422504 + Penalty 2468.500866 = -225140.921639
  nChanged 37
		SP:Iteration 9Q (56540.550000 sec): 3 clusters
  Score: Raw -227634.882086 + Penalty 2468.500866 = -225166.381221
  nChanged 35
		SP:Iteration 10Q (56540.710000 sec): 3 clusters
  Score: Raw -227653.071134 + Penalty 2468.500866 = -225184.570269
  nChanged 16
		SP:Iteration 11Q (56540.880000 sec): 3 clusters
  Score: Raw -227662.000919 + Penalty 2468.500866 = -225193.500053
  nChanged 10
		SP:Iteration 12Q (56541.070000 sec): 3 clusters
  Score: Raw -227665.574654 + Penalty 2468.500866 = -225197.073788
  nChanged 5
		SP:Iteration 13Q (56541.230000 sec): 3 clusters
  Score: Raw -227667.541146 + Penalty 2468.500866 = -225199.040280
  nChanged 5
		SP:Iteration 14Q (56541.390000 sec): 3 clusters
  Score: Raw -227669.796700 + Penalty 2468.500866 = -225201.295834
  nChanged 4
		SP:Iteration 15Q (56541.540000 sec): 3 clusters
  Score: Raw -227671.839188 + Penalty 2468.500866 = -225203.338322
  nChanged 3
		SP:Iteration 16Q (56541.710000 sec): 3 clusters
  Score: Raw -227672.549335 + Penalty 2468.500866 = -225204.048470
  nChanged 1
		SP:Iteration 17Q (56541.890000 sec): 3 clusters
  Score: Raw -227672.891808 + Penalty 2468.500866 = -225204.390942
  nChanged 0
		SP:Iteration 18F (56542.060000 sec): 3 clusters
  Score: Raw -227672.891808 + Penalty 2468.500866 = -225204.390942
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (7845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56542.210000 sec): 2 clusters
  Score: Raw -854493.044541 + Penalty 1457.240146 = -853035.804395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56542.400000 sec): 3 clusters
  Score: Raw -850170.768535 + Penalty 2914.480291 = -847256.288244
  nChanged 3364
		SP:Iteration 1F (56542.610000 sec): 3 clusters
  Score: Raw -852157.833149 + Penalty 2914.480291 = -849243.352858
  nChanged 633
		SP:Iteration 2F (56542.780000 sec): 3 clusters
  Score: Raw -852586.025742 + Penalty 2914.480291 = -849671.545451
  nChanged 540
		SP:Iteration 3F (56542.980000 sec): 3 clusters
  Score: Raw -852924.064204 + Penalty 2914.480291 = -850009.583913
  nChanged 450
		SP:Iteration 4F (56543.160000 sec): 3 clusters
  Score: Raw -853219.229357 + Penalty 2914.480291 = -850304.749065
  nChanged 385
		SP:Iteration 5Q (56543.400000 sec): 3 clusters
  Score: Raw -853458.958675 + Penalty 2914.480291 = -850544.478384
  nChanged 331
		SP:Iteration 6Q (56543.590000 sec): 3 clusters
  Score: Raw -853658.367498 + Penalty 2914.480291 = -850743.887206
  nChanged 291
		SP:Iteration 7Q (56543.800000 sec): 3 clusters
  Score: Raw -853821.043919 + Penalty 2914.480291 = -850906.563628
  nChanged 263
		SP:Iteration 8Q (56544.020000 sec): 3 clusters
  Score: Raw -853974.096141 + Penalty 2914.480291 = -851059.615850
  nChanged 229
		SP:Iteration 9Q (56544.230000 sec): 3 clusters
  Score: Raw -854090.197881 + Penalty 2914.480291 = -851175.717590
  nChanged 200
		SP:Iteration 10Q (56544.420000 sec): 3 clusters
  Score: Raw -854185.865256 + Penalty 2914.480291 = -851271.384964
  nChanged 165
		SP:Iteration 11Q (56544.640000 sec): 3 clusters
  Score: Raw -854273.311858 + Penalty 2914.480291 = -851358.831566
  nChanged 153
		SP:Iteration 12Q (56544.820000 sec): 3 clusters
  Score: Raw -854373.914593 + Penalty 2914.480291 = -851459.434302
  nChanged 172
		SP:Iteration 13Q (56545.030000 sec): 3 clusters
  Score: Raw -854483.878083 + Penalty 2914.480291 = -851569.397792
  nChanged 154
		SP:Iteration 14Q (56545.230000 sec): 3 clusters
  Score: Raw -854595.648764 + Penalty 2914.480291 = -851681.168473
  nChanged 140
		SP:Iteration 15Q (56545.410000 sec): 3 clusters
  Score: Raw -854676.236630 + Penalty 2914.480291 = -851761.756338
  nChanged 133
		SP:Iteration 16Q (56545.650000 sec): 3 clusters
  Score: Raw -854754.575659 + Penalty 2914.480291 = -851840.095368
  nChanged 127
		SP:Iteration 17Q (56545.820000 sec): 3 clusters
  Score: Raw -854832.173550 + Penalty 2914.480291 = -851917.693259
  nChanged 122
		SP:Iteration 18Q (56546.030000 sec): 3 clusters
  Score: Raw -854892.305059 + Penalty 2914.480291 = -851977.824768
  nChanged 101
		SP:Iteration 19Q (56546.230000 sec): 3 clusters
  Score: Raw -854947.510254 + Penalty 2914.480291 = -852033.029963
  nChanged 78
		SP:Iteration 20F (56546.400000 sec): 3 clusters
  Score: Raw -854982.868484 + Penalty 2914.480291 = -852068.388193
  nChanged 69
		SP:Iteration 21Q (56546.600000 sec): 3 clusters
  Score: Raw -855014.407497 + Penalty 2914.480291 = -852099.927206
  nChanged 55
		SP:Iteration 22Q (56546.790000 sec): 3 clusters
  Score: Raw -855034.791908 + Penalty 2914.480291 = -852120.311617
  nChanged 53
		SP:Iteration 23Q (56547.010000 sec): 3 clusters
  Score: Raw -855051.225387 + Penalty 2914.480291 = -852136.745096
  nChanged 39
		SP:Iteration 24Q (56547.200000 sec): 3 clusters
  Score: Raw -855062.767413 + Penalty 2914.480291 = -852148.287122
  nChanged 34
		SP:Iteration 25Q (56547.390000 sec): 3 clusters
  Score: Raw -855071.971615 + Penalty 2914.480291 = -852157.491324
  nChanged 32
		SP:Iteration 26Q (56547.580000 sec): 3 clusters
  Score: Raw -855079.180465 + Penalty 2914.480291 = -852164.700174
  nChanged 21
		SP:Iteration 27Q (56547.800000 sec): 3 clusters
  Score: Raw -855084.291837 + Penalty 2914.480291 = -852169.811546
  nChanged 17
		SP:Iteration 28Q (56547.990000 sec): 3 clusters
  Score: Raw -855089.422743 + Penalty 2914.480291 = -852174.942451
  nChanged 20
		SP:Iteration 29Q (56548.200000 sec): 3 clusters
  Score: Raw -855096.795894 + Penalty 2914.480291 = -852182.315603
  nChanged 27
		SP:Iteration 30Q (56548.420000 sec): 3 clusters
  Score: Raw -855104.769084 + Penalty 2914.480291 = -852190.288793
  nChanged 28
		SP:Iteration 31Q (56548.620000 sec): 3 clusters
  Score: Raw -855112.821149 + Penalty 2914.480291 = -852198.340858
  nChanged 25
		SP:Iteration 32Q (56548.800000 sec): 3 clusters
  Score: Raw -855120.237323 + Penalty 2914.480291 = -852205.757032
  nChanged 27
		SP:Iteration 33Q (56548.990000 sec): 3 clusters
  Score: Raw -855128.142284 + Penalty 2914.480291 = -852213.661993
  nChanged 27
		SP:Iteration 34Q (56549.180000 sec): 3 clusters
  Score: Raw -855137.113223 + Penalty 2914.480291 = -852222.632932
  nChanged 24
		SP:Iteration 35Q (56549.360000 sec): 3 clusters
  Score: Raw -855145.299206 + Penalty 2914.480291 = -852230.818915
  nChanged 33
		SP:Iteration 36Q (56549.530000 sec): 3 clusters
  Score: Raw -855156.282248 + Penalty 2914.480291 = -852241.801957
  nChanged 36
		SP:Iteration 37Q (56549.730000 sec): 3 clusters
  Score: Raw -855170.619466 + Penalty 2914.480291 = -852256.139174
  nChanged 34
		SP:Iteration 38Q (56549.930000 sec): 3 clusters
  Score: Raw -855182.176008 + Penalty 2914.480291 = -852267.695716
  nChanged 22
		SP:Iteration 39Q (56550.150000 sec): 3 clusters
  Score: Raw -855192.677354 + Penalty 2914.480291 = -852278.197063
  nChanged 31
		SP:Iteration 40F (56550.340000 sec): 3 clusters
  Score: Raw -855205.855207 + Penalty 2914.480291 = -852291.374916
  nChanged 33
		SP:Iteration 41Q (56550.520000 sec): 3 clusters
  Score: Raw -855219.250694 + Penalty 2914.480291 = -852304.770403
  nChanged 28
		SP:Iteration 42Q (56550.720000 sec): 3 clusters
  Score: Raw -855227.309579 + Penalty 2914.480291 = -852312.829287
  nChanged 17
		SP:Iteration 43Q (56550.930000 sec): 3 clusters
  Score: Raw -855232.041159 + Penalty 2914.480291 = -852317.560868
  nChanged 13
		SP:Iteration 44Q (56551.110000 sec): 3 clusters
  Score: Raw -855235.480635 + Penalty 2914.480291 = -852321.000344
  nChanged 8
		SP:Iteration 45Q (56551.320000 sec): 3 clusters
  Score: Raw -855237.823659 + Penalty 2914.480291 = -852323.343368
  nChanged 7
		SP:Iteration 46Q (56551.500000 sec): 3 clusters
  Score: Raw -855239.415154 + Penalty 2914.480291 = -852324.934863
  nChanged 4
		SP:Iteration 47Q (56551.740000 sec): 3 clusters
  Score: Raw -855240.178251 + Penalty 2914.480291 = -852325.697960
  nChanged 2
		SP:Iteration 48Q (56551.940000 sec): 3 clusters
  Score: Raw -855240.540562 + Penalty 2914.480291 = -852326.060270
  nChanged 1
		SP:Iteration 49Q (56552.150000 sec): 3 clusters
  Score: Raw -855240.598186 + Penalty 2914.480291 = -852326.117895
  nChanged 1
		SP:Iteration 50Q (56552.340000 sec): 3 clusters
  Score: Raw -855240.870585 + Penalty 2914.480291 = -852326.390293
  nChanged 3
		SP:Iteration 51Q (56552.520000 sec): 3 clusters
  Score: Raw -855241.824632 + Penalty 2914.480291 = -852327.344341
  nChanged 4
		SP:Iteration 52Q (56552.730000 sec): 3 clusters
  Score: Raw -855242.910853 + Penalty 2914.480291 = -852328.430562
  nChanged 4
		SP:Iteration 53Q (56552.900000 sec): 3 clusters
  Score: Raw -855244.616005 + Penalty 2914.480291 = -852330.135713
  nChanged 5
		SP:Iteration 54Q (56553.110000 sec): 3 clusters
  Score: Raw -855245.634812 + Penalty 2914.480291 = -852331.154521
  nChanged 2
		SP:Iteration 55Q (56553.300000 sec): 3 clusters
  Score: Raw -855246.419449 + Penalty 2914.480291 = -852331.939158
  nChanged 3
		SP:Iteration 56Q (56553.500000 sec): 3 clusters
  Score: Raw -855247.074779 + Penalty 2914.480291 = -852332.594488
  nChanged 4
		SP:Iteration 57Q (56553.670000 sec): 3 clusters
  Score: Raw -855247.785974 + Penalty 2914.480291 = -852333.305682
  nChanged 2
		SP:Iteration 58Q (56553.910000 sec): 3 clusters
  Score: Raw -855248.061832 + Penalty 2914.480291 = -852333.581541
  nChanged 2
		SP:Iteration 59Q (56554.060000 sec): 3 clusters
  Score: Raw -855248.691732 + Penalty 2914.480291 = -852334.211441
  nChanged 2
		SP:Iteration 60F (56554.300000 sec): 3 clusters
  Score: Raw -855249.095695 + Penalty 2914.480291 = -852334.615404
  nChanged 1
		SP:Iteration 61Q (56554.530000 sec): 3 clusters
  Score: Raw -855249.284015 + Penalty 2914.480291 = -852334.803724
  nChanged 1
		SP:Iteration 62Q (56554.690000 sec): 3 clusters
  Score: Raw -855249.495709 + Penalty 2914.480291 = -852335.015417
  nChanged 0
		SP:Iteration 63F (56554.890000 sec): 3 clusters
  Score: Raw -855249.495709 + Penalty 2914.480291 = -852335.015417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (1342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56554.970000 sec): 2 clusters
  Score: Raw -154635.518664 + Penalty 1170.311402 = -153465.207262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56555.150000 sec): 3 clusters
  Score: Raw -154154.562177 + Penalty 2340.622803 = -151813.939373
  nChanged 431
		SP:Iteration 1F (56555.340000 sec): 3 clusters
  Score: Raw -154513.633155 + Penalty 2340.622803 = -152173.010351
  nChanged 96
		SP:Iteration 2F (56555.530000 sec): 3 clusters
  Score: Raw -154631.744182 + Penalty 2340.622803 = -152291.121379
  nChanged 69
		SP:Iteration 3F (56555.720000 sec): 3 clusters
  Score: Raw -154704.514403 + Penalty 2340.622803 = -152363.891599
  nChanged 56
		SP:Iteration 4Q (56555.870000 sec): 3 clusters
  Score: Raw -154762.591263 + Penalty 2340.622803 = -152421.968460
  nChanged 39
		SP:Iteration 5Q (56556.050000 sec): 3 clusters
  Score: Raw -154801.894588 + Penalty 2340.622803 = -152461.271785
  nChanged 40
		SP:Iteration 6Q (56556.230000 sec): 3 clusters
  Score: Raw -154857.472298 + Penalty 2340.622803 = -152516.849495
  nChanged 36
		SP:Iteration 7Q (56556.420000 sec): 3 clusters
  Score: Raw -154908.886684 + Penalty 2340.622803 = -152568.263881
  nChanged 39
		SP:Iteration 8Q (56556.600000 sec): 3 clusters
  Score: Raw -154949.568704 + Penalty 2340.622803 = -152608.945901
  nChanged 21
		SP:Iteration 9Q (56556.750000 sec): 3 clusters
  Score: Raw -154966.010954 + Penalty 2340.622803 = -152625.388150
  nChanged 15
		SP:Iteration 10Q (56556.950000 sec): 3 clusters
  Score: Raw -154978.535258 + Penalty 2340.622803 = -152637.912455
  nChanged 12
		SP:Iteration 11Q (56557.090000 sec): 3 clusters
  Score: Raw -154989.272407 + Penalty 2340.622803 = -152648.649604
  nChanged 7
		SP:Iteration 12Q (56557.230000 sec): 3 clusters
  Score: Raw -154996.394347 + Penalty 2340.622803 = -152655.771544
  nChanged 9
		SP:Iteration 13Q (56557.380000 sec): 3 clusters
  Score: Raw -155004.375716 + Penalty 2340.622803 = -152663.752913
  nChanged 3
		SP:Iteration 14Q (56557.590000 sec): 3 clusters
  Score: Raw -155006.904676 + Penalty 2340.622803 = -152666.281873
  nChanged 5
		SP:Iteration 15Q (56557.750000 sec): 3 clusters
  Score: Raw -155010.441292 + Penalty 2340.622803 = -152669.818489
  nChanged 2
		SP:Iteration 16Q (56557.910000 sec): 3 clusters
  Score: Raw -155011.356995 + Penalty 2340.622803 = -152670.734192
  nChanged 1
		SP:Iteration 17Q (56558.080000 sec): 3 clusters
  Score: Raw -155012.286734 + Penalty 2340.622803 = -152671.663931
  nChanged 2
		SP:Iteration 18Q (56558.250000 sec): 3 clusters
  Score: Raw -155012.605252 + Penalty 2340.622803 = -152671.982449
  nChanged 0
		SP:Iteration 19F (56558.430000 sec): 3 clusters
  Score: Raw -155012.605252 + Penalty 2340.622803 = -152671.982449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56558.570000 sec): 2 clusters
  Score: Raw -667213.493829 + Penalty 1399.738485 = -665813.755344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56558.740000 sec): 3 clusters
  Score: Raw -664345.078222 + Penalty 2799.476969 = -661545.601253
  nChanged 2234
		SP:Iteration 1F (56558.950000 sec): 3 clusters
  Score: Raw -665591.385637 + Penalty 2799.476969 = -662791.908668
  nChanged 414
		SP:Iteration 2F (56559.140000 sec): 3 clusters
  Score: Raw -665812.382961 + Penalty 2799.476969 = -663012.905992
  nChanged 301
		SP:Iteration 3F (56559.340000 sec): 3 clusters
  Score: Raw -665975.588058 + Penalty 2799.476969 = -663176.111089
  nChanged 244
		SP:Iteration 4Q (56559.530000 sec): 3 clusters
  Score: Raw -666108.137493 + Penalty 2799.476969 = -663308.660524
  nChanged 215
		SP:Iteration 5Q (56559.710000 sec): 3 clusters
  Score: Raw -666217.190744 + Penalty 2799.476969 = -663417.713775
  nChanged 208
		SP:Iteration 6Q (56559.930000 sec): 3 clusters
  Score: Raw -666323.940630 + Penalty 2799.476969 = -663524.463661
  nChanged 233
		SP:Iteration 7Q (56560.100000 sec): 3 clusters
  Score: Raw -666463.652146 + Penalty 2799.476969 = -663664.175177
  nChanged 224
		SP:Iteration 8Q (56560.310000 sec): 3 clusters
  Score: Raw -666625.869057 + Penalty 2799.476969 = -663826.392088
  nChanged 244
		SP:Iteration 9Q (56560.490000 sec): 3 clusters
  Score: Raw -666781.263555 + Penalty 2799.476969 = -663981.786586
  nChanged 228
		SP:Iteration 10Q (56560.710000 sec): 3 clusters
  Score: Raw -666933.206617 + Penalty 2799.476969 = -664133.729648
  nChanged 237
		SP:Iteration 11Q (56560.910000 sec): 3 clusters
  Score: Raw -667090.710283 + Penalty 2799.476969 = -664291.233314
  nChanged 214
		SP:Iteration 12Q (56561.070000 sec): 3 clusters
  Score: Raw -667197.121807 + Penalty 2799.476969 = -664397.644838
  nChanged 148
		SP:Iteration 13Q (56561.260000 sec): 3 clusters
  Score: Raw -667266.401430 + Penalty 2799.476969 = -664466.924461
  nChanged 130
		SP:Iteration 14Q (56561.470000 sec): 3 clusters
  Score: Raw -667323.006483 + Penalty 2799.476969 = -664523.529514
  nChanged 105
		SP:Iteration 15Q (56561.650000 sec): 3 clusters
  Score: Raw -667362.804823 + Penalty 2799.476969 = -664563.327854
  nChanged 74
		SP:Iteration 16Q (56561.860000 sec): 3 clusters
  Score: Raw -667389.856209 + Penalty 2799.476969 = -664590.379240
  nChanged 59
		SP:Iteration 17Q (56562.040000 sec): 3 clusters
  Score: Raw -667412.634165 + Penalty 2799.476969 = -664613.157196
  nChanged 49
		SP:Iteration 18Q (56562.220000 sec): 3 clusters
  Score: Raw -667431.370892 + Penalty 2799.476969 = -664631.893923
  nChanged 41
		SP:Iteration 19Q (56562.410000 sec): 3 clusters
  Score: Raw -667443.924782 + Penalty 2799.476969 = -664644.447813
  nChanged 36
		SP:Iteration 20F (56562.600000 sec): 3 clusters
  Score: Raw -667455.137131 + Penalty 2799.476969 = -664655.660162
  nChanged 33
		SP:Iteration 21Q (56562.770000 sec): 3 clusters
  Score: Raw -667465.427704 + Penalty 2799.476969 = -664665.950735
  nChanged 28
		SP:Iteration 22Q (56562.950000 sec): 3 clusters
  Score: Raw -667473.754305 + Penalty 2799.476969 = -664674.277336
  nChanged 25
		SP:Iteration 23Q (56563.140000 sec): 3 clusters
  Score: Raw -667481.452922 + Penalty 2799.476969 = -664681.975953
  nChanged 22
		SP:Iteration 24Q (56563.330000 sec): 3 clusters
  Score: Raw -667487.323453 + Penalty 2799.476969 = -664687.846484
  nChanged 17
		SP:Iteration 25Q (56563.490000 sec): 3 clusters
  Score: Raw -667491.376770 + Penalty 2799.476969 = -664691.899801
  nChanged 11
		SP:Iteration 26Q (56563.710000 sec): 3 clusters
  Score: Raw -667494.387407 + Penalty 2799.476969 = -664694.910438
  nChanged 9
		SP:Iteration 27Q (56563.900000 sec): 3 clusters
  Score: Raw -667496.820297 + Penalty 2799.476969 = -664697.343328
  nChanged 4
		SP:Iteration 28Q (56564.070000 sec): 3 clusters
  Score: Raw -667497.822969 + Penalty 2799.476969 = -664698.346000
  nChanged 3
		SP:Iteration 29Q (56564.290000 sec): 3 clusters
  Score: Raw -667498.355467 + Penalty 2799.476969 = -664698.878498
  nChanged 2
		SP:Iteration 30Q (56564.430000 sec): 3 clusters
  Score: Raw -667498.713407 + Penalty 2799.476969 = -664699.236438
  nChanged 3
		SP:Iteration 31Q (56564.650000 sec): 3 clusters
  Score: Raw -667499.160436 + Penalty 2799.476969 = -664699.683467
  nChanged 2
		SP:Iteration 32Q (56564.850000 sec): 3 clusters
  Score: Raw -667499.518209 + Penalty 2799.476969 = -664700.041240
  nChanged 0
		SP:Iteration 33F (56565.040000 sec): 3 clusters
  Score: Raw -667499.518209 + Penalty 2799.476969 = -664700.041240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56565.730000 sec): 2 clusters
  Score: Raw -14729035.309883 + Penalty 1899.603209 = -14727135.706674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56566.430000 sec): 3 clusters
  Score: Raw -14650803.919628 + Penalty 3799.206418 = -14647004.713209
  nChanged 57348
		SP:Iteration 1F (56567.180000 sec): 3 clusters
  Score: Raw -14684174.564916 + Penalty 3799.206418 = -14680375.358498
  nChanged 3216
		SP:Iteration 2Q (56567.920000 sec): 3 clusters
  Score: Raw -14684792.880302 + Penalty 3799.206418 = -14680993.673883
  nChanged 3204
		SP:Iteration 3Q (56568.660000 sec): 3 clusters
  Score: Raw -14685495.828778 + Penalty 3799.206418 = -14681696.622359
  nChanged 3548
		SP:Iteration 4Q (56569.470000 sec): 3 clusters
  Score: Raw -14686485.488737 + Penalty 3799.206418 = -14682686.282319
  nChanged 4388
		SP:Iteration 5Q (56570.230000 sec): 3 clusters
  Score: Raw -14688120.474578 + Penalty 3799.206418 = -14684321.268159
  nChanged 5971
		SP:Iteration 6F (56570.950000 sec): 3 clusters
  Score: Raw -14691118.602097 + Penalty 3799.206418 = -14687319.395678
  nChanged 8255
		SP:Iteration 7F (56571.670000 sec): 3 clusters
  Score: Raw -14696628.701327 + Penalty 3799.206418 = -14692829.494908
  nChanged 10532
		SP:Iteration 8F (56572.350000 sec): 3 clusters
  Score: Raw -14705604.392282 + Penalty 3799.206418 = -14701805.185864
  nChanged 10930
		SP:Iteration 9F (56572.970000 sec): 3 clusters
  Score: Raw -14716260.697936 + Penalty 3799.206418 = -14712461.491517
  nChanged 7913
		SP:Iteration 10F (56573.580000 sec): 3 clusters
  Score: Raw -14724147.901496 + Penalty 3799.206418 = -14720348.695078
  nChanged 3706
		SP:Iteration 11Q (56574.210000 sec): 3 clusters
  Score: Raw -14727750.201872 + Penalty 3799.206418 = -14723950.995453
  nChanged 1142
		SP:Iteration 12Q (56574.800000 sec): 3 clusters
  Score: Raw -14728834.426893 + Penalty 3799.206418 = -14725035.220475
  nChanged 234
		SP:Iteration 13Q (56575.360000 sec): 3 clusters
  Score: Raw -14729089.715620 + Penalty 3799.206418 = -14725290.509201
  nChanged 63
		SP:Iteration 14Q (56575.850000 sec): 3 clusters
  Score: Raw -14729184.195851 + Penalty 3799.206418 = -14725384.989433
  nChanged 28
		SP:Iteration 15Q (56576.430000 sec): 3 clusters
  Score: Raw -14729243.342502 + Penalty 3799.206418 = -14725444.136084
  nChanged 15
		SP:Iteration 16Q (56576.990000 sec): 3 clusters
  Score: Raw -14729261.539072 + Penalty 3799.206418 = -14725462.332654
  nChanged 12
		SP:Iteration 17Q (56577.520000 sec): 3 clusters
  Score: Raw -14729276.910982 + Penalty 3799.206418 = -14725477.704563
  nChanged 9
		SP:Iteration 18Q (56578.120000 sec): 3 clusters
  Score: Raw -14729291.085169 + Penalty 3799.206418 = -14725491.878750
  nChanged 9
		SP:Iteration 19Q (56578.760000 sec): 3 clusters
  Score: Raw -14729299.696650 + Penalty 3799.206418 = -14725500.490232
  nChanged 8
		SP:Iteration 20F (56579.470000 sec): 3 clusters
  Score: Raw -14729308.633120 + Penalty 3799.206418 = -14725509.426701
  nChanged 5
		SP:Iteration 21Q (56580.170000 sec): 3 clusters
  Score: Raw -14729312.605510 + Penalty 3799.206418 = -14725513.399091
  nChanged 5
		SP:Iteration 22Q (56580.890000 sec): 3 clusters
  Score: Raw -14729318.522851 + Penalty 3799.206418 = -14725519.316433
  nChanged 4
		SP:Iteration 23Q (56581.540000 sec): 3 clusters
  Score: Raw -14729324.096013 + Penalty 3799.206418 = -14725524.889595
  nChanged 2
		SP:Iteration 24Q (56582.190000 sec): 3 clusters
  Score: Raw -14729327.161419 + Penalty 3799.206418 = -14725527.955001
  nChanged 3
		SP:Iteration 25Q (56582.780000 sec): 3 clusters
  Score: Raw -14729331.023127 + Penalty 3799.206418 = -14725531.816709
  nChanged 1
		SP:Iteration 26Q (56583.390000 sec): 3 clusters
  Score: Raw -14729333.874441 + Penalty 3799.206418 = -14725534.668023
  nChanged 1
		SP:Iteration 27Q (56583.980000 sec): 3 clusters
  Score: Raw -14729336.602677 + Penalty 3799.206418 = -14725537.396259
  nChanged 1
		SP:Iteration 28Q (56584.580000 sec): 3 clusters
  Score: Raw -14729338.421493 + Penalty 3799.206418 = -14725539.215075
  nChanged 1
		SP:Iteration 29Q (56585.180000 sec): 3 clusters
  Score: Raw -14729339.835181 + Penalty 3799.206418 = -14725540.628763
  nChanged 0
		SP:Iteration 30F (56585.810000 sec): 3 clusters
  Score: Raw -14729339.835181 + Penalty 3799.206418 = -14725540.628763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56585.980000 sec): 2 clusters
  Score: Raw -392984.498373 + Penalty 1316.078847 = -391668.419526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56586.160000 sec): 3 clusters
  Score: Raw -391380.496268 + Penalty 2632.157693 = -388748.338575
  nChanged 1234
		SP:Iteration 1F (56586.380000 sec): 3 clusters
  Score: Raw -392126.388053 + Penalty 2632.157693 = -389494.230359
  nChanged 261
		SP:Iteration 2F (56586.520000 sec): 3 clusters
  Score: Raw -392305.323743 + Penalty 2632.157693 = -389673.166049
  nChanged 188
		SP:Iteration 3F (56586.760000 sec): 3 clusters
  Score: Raw -392444.303652 + Penalty 2632.157693 = -389812.145958
  nChanged 172
		SP:Iteration 4F (56586.940000 sec): 3 clusters
  Score: Raw -392573.530789 + Penalty 2632.157693 = -389941.373096
  nChanged 156
		SP:Iteration 5Q (56587.110000 sec): 3 clusters
  Score: Raw -392686.528463 + Penalty 2632.157693 = -390054.370769
  nChanged 141
		SP:Iteration 6Q (56587.250000 sec): 3 clusters
  Score: Raw -392790.368305 + Penalty 2632.157693 = -390158.210612
  nChanged 144
		SP:Iteration 7Q (56587.460000 sec): 3 clusters
  Score: Raw -392899.431884 + Penalty 2632.157693 = -390267.274190
  nChanged 124
		SP:Iteration 8Q (56587.630000 sec): 3 clusters
  Score: Raw -392996.534045 + Penalty 2632.157693 = -390364.376352
  nChanged 111
		SP:Iteration 9Q (56587.780000 sec): 3 clusters
  Score: Raw -393066.420879 + Penalty 2632.157693 = -390434.263186
  nChanged 83
		SP:Iteration 10Q (56587.940000 sec): 3 clusters
  Score: Raw -393118.495813 + Penalty 2632.157693 = -390486.338120
  nChanged 74
		SP:Iteration 11Q (56588.140000 sec): 3 clusters
  Score: Raw -393170.246968 + Penalty 2632.157693 = -390538.089274
  nChanged 73
		SP:Iteration 12Q (56588.280000 sec): 3 clusters
  Score: Raw -393207.204455 + Penalty 2632.157693 = -390575.046761
  nChanged 54
		SP:Iteration 13Q (56588.440000 sec): 3 clusters
  Score: Raw -393242.773712 + Penalty 2632.157693 = -390610.616018
  nChanged 47
		SP:Iteration 14Q (56588.640000 sec): 3 clusters
  Score: Raw -393280.362040 + Penalty 2632.157693 = -390648.204347
  nChanged 49
		SP:Iteration 15Q (56588.780000 sec): 3 clusters
  Score: Raw -393312.083258 + Penalty 2632.157693 = -390679.925564
  nChanged 55
		SP:Iteration 16Q (56588.970000 sec): 3 clusters
  Score: Raw -393343.621867 + Penalty 2632.157693 = -390711.464173
  nChanged 43
		SP:Iteration 17Q (56589.140000 sec): 3 clusters
  Score: Raw -393365.985536 + Penalty 2632.157693 = -390733.827842
  nChanged 29
		SP:Iteration 18Q (56589.340000 sec): 3 clusters
  Score: Raw -393378.953429 + Penalty 2632.157693 = -390746.795735
  nChanged 18
		SP:Iteration 19Q (56589.490000 sec): 3 clusters
  Score: Raw -393386.415129 + Penalty 2632.157693 = -390754.257436
  nChanged 18
		SP:Iteration 20F (56589.670000 sec): 3 clusters
  Score: Raw -393396.003879 + Penalty 2632.157693 = -390763.846185
  nChanged 17
		SP:Iteration 21Q (56589.850000 sec): 3 clusters
  Score: Raw -393402.552424 + Penalty 2632.157693 = -390770.394731
  nChanged 10
		SP:Iteration 22Q (56590.040000 sec): 3 clusters
  Score: Raw -393408.047965 + Penalty 2632.157693 = -390775.890271
  nChanged 13
		SP:Iteration 23Q (56590.200000 sec): 3 clusters
  Score: Raw -393412.930165 + Penalty 2632.157693 = -390780.772472
  nChanged 6
		SP:Iteration 24Q (56590.380000 sec): 3 clusters
  Score: Raw -393415.835970 + Penalty 2632.157693 = -390783.678277
  nChanged 6
		SP:Iteration 25Q (56590.580000 sec): 3 clusters
  Score: Raw -393418.392890 + Penalty 2632.157693 = -390786.235197
  nChanged 1
		SP:Iteration 26Q (56590.780000 sec): 3 clusters
  Score: Raw -393418.796567 + Penalty 2632.157693 = -390786.638874
  nChanged 2
		SP:Iteration 27Q (56590.960000 sec): 3 clusters
  Score: Raw -393419.501334 + Penalty 2632.157693 = -390787.343640
  nChanged 2
		SP:Iteration 28Q (56591.160000 sec): 3 clusters
  Score: Raw -393420.156962 + Penalty 2632.157693 = -390787.999268
  nChanged 2
		SP:Iteration 29Q (56591.330000 sec): 3 clusters
  Score: Raw -393421.275173 + Penalty 2632.157693 = -390789.117480
  nChanged 1
		SP:Iteration 30Q (56591.520000 sec): 3 clusters
  Score: Raw -393421.638017 + Penalty 2632.157693 = -390789.480323
  nChanged 1
		SP:Iteration 31Q (56591.710000 sec): 3 clusters
  Score: Raw -393422.062858 + Penalty 2632.157693 = -390789.905164
  nChanged 1
		SP:Iteration 32Q (56591.890000 sec): 3 clusters
  Score: Raw -393422.354044 + Penalty 2632.157693 = -390790.196350
  nChanged 1
		SP:Iteration 33Q (56592.070000 sec): 3 clusters
  Score: Raw -393422.610903 + Penalty 2632.157693 = -390790.453210
  nChanged 0
		SP:Iteration 34F (56592.240000 sec): 3 clusters
  Score: Raw -393422.610903 + Penalty 2632.157693 = -390790.453210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56592.350000 sec): 2 clusters
  Score: Raw -644443.602074 + Penalty 1394.947277 = -643048.654797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56592.570000 sec): 3 clusters
  Score: Raw -641656.139693 + Penalty 2789.894554 = -638866.245139
  nChanged 2224
		SP:Iteration 1F (56592.740000 sec): 3 clusters
  Score: Raw -642974.404514 + Penalty 2789.894554 = -640184.509960
  nChanged 462
		SP:Iteration 2F (56592.960000 sec): 3 clusters
  Score: Raw -643364.789469 + Penalty 2789.894554 = -640574.894915
  nChanged 447
		SP:Iteration 3F (56593.110000 sec): 3 clusters
  Score: Raw -643739.732185 + Penalty 2789.894554 = -640949.837631
  nChanged 391
		SP:Iteration 4F (56593.290000 sec): 3 clusters
  Score: Raw -644089.595784 + Penalty 2789.894554 = -641299.701230
  nChanged 332
		SP:Iteration 5F (56593.460000 sec): 3 clusters
  Score: Raw -644400.242218 + Penalty 2789.894554 = -641610.347664
  nChanged 276
		SP:Iteration 6F (56593.660000 sec): 3 clusters
  Score: Raw -644651.789931 + Penalty 2789.894554 = -641861.895377
  nChanged 216
		SP:Iteration 7Q (56593.860000 sec): 3 clusters
  Score: Raw -644825.074407 + Penalty 2789.894554 = -642035.179853
  nChanged 169
		SP:Iteration 8Q (56594.020000 sec): 3 clusters
  Score: Raw -644943.090675 + Penalty 2789.894554 = -642153.196121
  nChanged 114
		SP:Iteration 9Q (56594.220000 sec): 3 clusters
  Score: Raw -645001.567724 + Penalty 2789.894554 = -642211.673171
  nChanged 66
		SP:Iteration 10Q (56594.350000 sec): 3 clusters
  Score: Raw -645028.887994 + Penalty 2789.894554 = -642238.993440
  nChanged 47
		SP:Iteration 11Q (56594.540000 sec): 3 clusters
  Score: Raw -645043.063605 + Penalty 2789.894554 = -642253.169051
  nChanged 37
		SP:Iteration 12Q (56594.730000 sec): 3 clusters
  Score: Raw -645054.532750 + Penalty 2789.894554 = -642264.638196
  nChanged 22
		SP:Iteration 13Q (56594.950000 sec): 3 clusters
  Score: Raw -645060.501331 + Penalty 2789.894554 = -642270.606777
  nChanged 17
		SP:Iteration 14Q (56595.110000 sec): 3 clusters
  Score: Raw -645063.699781 + Penalty 2789.894554 = -642273.805227
  nChanged 8
		SP:Iteration 15Q (56595.320000 sec): 3 clusters
  Score: Raw -645065.773594 + Penalty 2789.894554 = -642275.879040
  nChanged 7
		SP:Iteration 16Q (56595.480000 sec): 3 clusters
  Score: Raw -645067.741795 + Penalty 2789.894554 = -642277.847241
  nChanged 7
		SP:Iteration 17Q (56595.710000 sec): 3 clusters
  Score: Raw -645069.239736 + Penalty 2789.894554 = -642279.345182
  nChanged 5
		SP:Iteration 18Q (56595.900000 sec): 3 clusters
  Score: Raw -645070.065707 + Penalty 2789.894554 = -642280.171153
  nChanged 2
		SP:Iteration 19Q (56596.090000 sec): 3 clusters
  Score: Raw -645070.470880 + Penalty 2789.894554 = -642280.576326
  nChanged 0
		SP:Iteration 20F (56596.270000 sec): 3 clusters
  Score: Raw -645070.470880 + Penalty 2789.894554 = -642280.576326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56596.390000 sec): 2 clusters
  Score: Raw -503743.548770 + Penalty 1366.597484 = -502376.951286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56596.610000 sec): 3 clusters
  Score: Raw -501509.924163 + Penalty 2733.194969 = -498776.729194
  nChanged 1766
		SP:Iteration 1F (56596.820000 sec): 3 clusters
  Score: Raw -502613.342145 + Penalty 2733.194969 = -499880.147176
  nChanged 400
		SP:Iteration 2F (56596.970000 sec): 3 clusters
  Score: Raw -503008.392660 + Penalty 2733.194969 = -500275.197691
  nChanged 396
		SP:Iteration 3F (56597.140000 sec): 3 clusters
  Score: Raw -503361.962288 + Penalty 2733.194969 = -500628.767320
  nChanged 323
		SP:Iteration 4F (56597.320000 sec): 3 clusters
  Score: Raw -503644.158947 + Penalty 2733.194969 = -500910.963978
  nChanged 265
		SP:Iteration 5F (56597.530000 sec): 3 clusters
  Score: Raw -503854.525708 + Penalty 2733.194969 = -501121.330739
  nChanged 193
		SP:Iteration 6Q (56597.720000 sec): 3 clusters
  Score: Raw -503992.402022 + Penalty 2733.194969 = -501259.207053
  nChanged 148
		SP:Iteration 7Q (56597.930000 sec): 3 clusters
  Score: Raw -504100.117475 + Penalty 2733.194969 = -501366.922506
  nChanged 120
		SP:Iteration 8Q (56598.100000 sec): 3 clusters
  Score: Raw -504189.834503 + Penalty 2733.194969 = -501456.639535
  nChanged 101
		SP:Iteration 9Q (56598.330000 sec): 3 clusters
  Score: Raw -504255.055765 + Penalty 2733.194969 = -501521.860797
  nChanged 91
		SP:Iteration 10Q (56598.480000 sec): 3 clusters
  Score: Raw -504317.496083 + Penalty 2733.194969 = -501584.301114
  nChanged 63
		SP:Iteration 11Q (56598.710000 sec): 3 clusters
  Score: Raw -504361.934113 + Penalty 2733.194969 = -501628.739144
  nChanged 61
		SP:Iteration 12Q (56598.870000 sec): 3 clusters
  Score: Raw -504405.887052 + Penalty 2733.194969 = -501672.692083
  nChanged 60
		SP:Iteration 13Q (56599.100000 sec): 3 clusters
  Score: Raw -504445.228968 + Penalty 2733.194969 = -501712.034000
  nChanged 53
		SP:Iteration 14Q (56599.300000 sec): 3 clusters
  Score: Raw -504473.808619 + Penalty 2733.194969 = -501740.613651
  nChanged 46
		SP:Iteration 15Q (56599.500000 sec): 3 clusters
  Score: Raw -504495.695640 + Penalty 2733.194969 = -501762.500671
  nChanged 37
		SP:Iteration 16Q (56599.670000 sec): 3 clusters
  Score: Raw -504518.766570 + Penalty 2733.194969 = -501785.571601
  nChanged 36
		SP:Iteration 17Q (56599.880000 sec): 3 clusters
  Score: Raw -504543.963171 + Penalty 2733.194969 = -501810.768203
  nChanged 40
		SP:Iteration 18Q (56600.060000 sec): 3 clusters
  Score: Raw -504561.449354 + Penalty 2733.194969 = -501828.254385
  nChanged 30
		SP:Iteration 19Q (56600.250000 sec): 3 clusters
  Score: Raw -504571.512490 + Penalty 2733.194969 = -501838.317521
  nChanged 23
		SP:Iteration 20F (56600.430000 sec): 3 clusters
  Score: Raw -504579.472673 + Penalty 2733.194969 = -501846.277705
  nChanged 23
		SP:Iteration 21Q (56600.630000 sec): 3 clusters
  Score: Raw -504586.919670 + Penalty 2733.194969 = -501853.724701
  nChanged 17
		SP:Iteration 22Q (56600.850000 sec): 3 clusters
  Score: Raw -504594.006203 + Penalty 2733.194969 = -501860.811235
  nChanged 13
		SP:Iteration 23Q (56601.020000 sec): 3 clusters
  Score: Raw -504600.020067 + Penalty 2733.194969 = -501866.825099
  nChanged 9
		SP:Iteration 24Q (56601.190000 sec): 3 clusters
  Score: Raw -504604.039421 + Penalty 2733.194969 = -501870.844452
  nChanged 12
		SP:Iteration 25Q (56601.380000 sec): 3 clusters
  Score: Raw -504606.412234 + Penalty 2733.194969 = -501873.217265
  nChanged 7
		SP:Iteration 26Q (56601.520000 sec): 3 clusters
  Score: Raw -504609.022147 + Penalty 2733.194969 = -501875.827178
  nChanged 5
		SP:Iteration 27Q (56601.730000 sec): 3 clusters
  Score: Raw -504610.290192 + Penalty 2733.194969 = -501877.095223
  nChanged 4
		SP:Iteration 28Q (56601.880000 sec): 3 clusters
  Score: Raw -504611.023149 + Penalty 2733.194969 = -501877.828180
  nChanged 1
		SP:Iteration 29Q (56602.070000 sec): 3 clusters
  Score: Raw -504611.179181 + Penalty 2733.194969 = -501877.984212
  nChanged 1
		SP:Iteration 30Q (56602.260000 sec): 3 clusters
  Score: Raw -504611.389218 + Penalty 2733.194969 = -501878.194249
  nChanged 1
		SP:Iteration 31Q (56602.440000 sec): 3 clusters
  Score: Raw -504611.804946 + Penalty 2733.194969 = -501878.609977
  nChanged 1
		SP:Iteration 32Q (56602.610000 sec): 3 clusters
  Score: Raw -504612.045961 + Penalty 2733.194969 = -501878.850992
  nChanged 0
		SP:Iteration 33F (56602.800000 sec): 3 clusters
  Score: Raw -504612.045961 + Penalty 2733.194969 = -501878.850992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56602.920000 sec): 2 clusters
  Score: Raw -234759.749235 + Penalty 1243.461496 = -233516.287739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56603.080000 sec): 3 clusters
  Score: Raw -233841.575839 + Penalty 2486.922992 = -231354.652847
  nChanged 781
		SP:Iteration 1F (56603.280000 sec): 3 clusters
  Score: Raw -234450.721412 + Penalty 2486.922992 = -231963.798420
  nChanged 207
		SP:Iteration 2F (56603.470000 sec): 3 clusters
  Score: Raw -234657.322359 + Penalty 2486.922992 = -232170.399367
  nChanged 126
		SP:Iteration 3F (56603.660000 sec): 3 clusters
  Score: Raw -234765.123587 + Penalty 2486.922992 = -232278.200594
  nChanged 88
		SP:Iteration 4Q (56603.860000 sec): 3 clusters
  Score: Raw -234845.223593 + Penalty 2486.922992 = -232358.300601
  nChanged 83
		SP:Iteration 5Q (56604.030000 sec): 3 clusters
  Score: Raw -234920.506240 + Penalty 2486.922992 = -232433.583248
  nChanged 70
		SP:Iteration 6Q (56604.220000 sec): 3 clusters
  Score: Raw -234996.680150 + Penalty 2486.922992 = -232509.757157
  nChanged 76
		SP:Iteration 7Q (56604.380000 sec): 3 clusters
  Score: Raw -235061.261448 + Penalty 2486.922992 = -232574.338455
  nChanged 56
		SP:Iteration 8Q (56604.550000 sec): 3 clusters
  Score: Raw -235120.954631 + Penalty 2486.922992 = -232634.031639
  nChanged 70
		SP:Iteration 9Q (56604.750000 sec): 3 clusters
  Score: Raw -235199.978725 + Penalty 2486.922992 = -232713.055733
  nChanged 69
		SP:Iteration 10Q (56604.950000 sec): 3 clusters
  Score: Raw -235274.732344 + Penalty 2486.922992 = -232787.809352
  nChanged 65
		SP:Iteration 11Q (56605.120000 sec): 3 clusters
  Score: Raw -235366.806119 + Penalty 2486.922992 = -232879.883127
  nChanged 64
		SP:Iteration 12Q (56605.290000 sec): 3 clusters
  Score: Raw -235453.458981 + Penalty 2486.922992 = -232966.535989
  nChanged 52
		SP:Iteration 13Q (56605.480000 sec): 3 clusters
  Score: Raw -235513.400056 + Penalty 2486.922992 = -233026.477063
  nChanged 46
		SP:Iteration 14Q (56605.640000 sec): 3 clusters
  Score: Raw -235562.220987 + Penalty 2486.922992 = -233075.297994
  nChanged 40
		SP:Iteration 15Q (56605.800000 sec): 3 clusters
  Score: Raw -235597.041111 + Penalty 2486.922992 = -233110.118118
  nChanged 33
		SP:Iteration 16Q (56605.950000 sec): 3 clusters
  Score: Raw -235623.112029 + Penalty 2486.922992 = -233136.189037
  nChanged 17
		SP:Iteration 17Q (56606.120000 sec): 3 clusters
  Score: Raw -235636.547573 + Penalty 2486.922992 = -233149.624581
  nChanged 21
		SP:Iteration 18Q (56606.280000 sec): 3 clusters
  Score: Raw -235652.769478 + Penalty 2486.922992 = -233165.846485
  nChanged 15
		SP:Iteration 19Q (56606.460000 sec): 3 clusters
  Score: Raw -235662.407501 + Penalty 2486.922992 = -233175.484509
  nChanged 11
		SP:Iteration 20F (56606.690000 sec): 3 clusters
  Score: Raw -235669.825191 + Penalty 2486.922992 = -233182.902199
  nChanged 6
		SP:Iteration 21Q (56606.860000 sec): 3 clusters
  Score: Raw -235672.794039 + Penalty 2486.922992 = -233185.871047
  nChanged 7
		SP:Iteration 22Q (56607.000000 sec): 3 clusters
  Score: Raw -235675.855292 + Penalty 2486.922992 = -233188.932300
  nChanged 6
		SP:Iteration 23Q (56607.220000 sec): 3 clusters
  Score: Raw -235678.611347 + Penalty 2486.922992 = -233191.688354
  nChanged 5
		SP:Iteration 24Q (56607.360000 sec): 3 clusters
  Score: Raw -235682.079223 + Penalty 2486.922992 = -233195.156230
  nChanged 6
		SP:Iteration 25Q (56607.540000 sec): 3 clusters
  Score: Raw -235684.638171 + Penalty 2486.922992 = -233197.715179
  nChanged 4
		SP:Iteration 26Q (56607.740000 sec): 3 clusters
  Score: Raw -235687.059199 + Penalty 2486.922992 = -233200.136206
  nChanged 2
		SP:Iteration 27Q (56607.890000 sec): 3 clusters
  Score: Raw -235688.947013 + Penalty 2486.922992 = -233202.024021
  nChanged 4
		SP:Iteration 28Q (56608.100000 sec): 3 clusters
  Score: Raw -235690.884990 + Penalty 2486.922992 = -233203.961998
  nChanged 5
		SP:Iteration 29Q (56608.280000 sec): 3 clusters
  Score: Raw -235694.615251 + Penalty 2486.922992 = -233207.692258
  nChanged 9
		SP:Iteration 30Q (56608.440000 sec): 3 clusters
  Score: Raw -235700.330003 + Penalty 2486.922992 = -233213.407010
  nChanged 7
		SP:Iteration 31Q (56608.610000 sec): 3 clusters
  Score: Raw -235704.525899 + Penalty 2486.922992 = -233217.602906
  nChanged 4
		SP:Iteration 32Q (56608.770000 sec): 3 clusters
  Score: Raw -235709.155145 + Penalty 2486.922992 = -233222.232153
  nChanged 4
		SP:Iteration 33Q (56608.990000 sec): 3 clusters
  Score: Raw -235711.018119 + Penalty 2486.922992 = -233224.095126
  nChanged 2
		SP:Iteration 34Q (56609.160000 sec): 3 clusters
  Score: Raw -235712.443092 + Penalty 2486.922992 = -233225.520099
  nChanged 2
		SP:Iteration 35Q (56609.320000 sec): 3 clusters
  Score: Raw -235713.496271 + Penalty 2486.922992 = -233226.573279
  nChanged 4
		SP:Iteration 36Q (56609.480000 sec): 3 clusters
  Score: Raw -235715.790022 + Penalty 2486.922992 = -233228.867029
  nChanged 6
		SP:Iteration 37Q (56609.660000 sec): 3 clusters
  Score: Raw -235718.191738 + Penalty 2486.922992 = -233231.268746
  nChanged 3
		SP:Iteration 38Q (56609.840000 sec): 3 clusters
  Score: Raw -235719.683512 + Penalty 2486.922992 = -233232.760520
  nChanged 3
		SP:Iteration 39Q (56610.000000 sec): 3 clusters
  Score: Raw -235721.815028 + Penalty 2486.922992 = -233234.892035
  nChanged 3
		SP:Iteration 40F (56610.150000 sec): 3 clusters
  Score: Raw -235723.553418 + Penalty 2486.922992 = -233236.630426
  nChanged 4
		SP:Iteration 41Q (56610.330000 sec): 3 clusters
  Score: Raw -235725.736644 + Penalty 2486.922992 = -233238.813651
  nChanged 1
		SP:Iteration 42Q (56610.480000 sec): 3 clusters
  Score: Raw -235726.275981 + Penalty 2486.922992 = -233239.352989
  nChanged 1
		SP:Iteration 43Q (56610.650000 sec): 3 clusters
  Score: Raw -235726.858015 + Penalty 2486.922992 = -233239.935023
  nChanged 0
		SP:Iteration 44F (56610.810000 sec): 3 clusters
  Score: Raw -235726.858015 + Penalty 2486.922992 = -233239.935023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56610.890000 sec): 2 clusters
  Score: Raw -635109.190286 + Penalty 1398.375420 = -633710.814865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56611.080000 sec): 3 clusters
  Score: Raw -632216.931580 + Penalty 2796.750841 = -629420.180739
  nChanged 2270
		SP:Iteration 1F (56611.260000 sec): 3 clusters
  Score: Raw -633543.731850 + Penalty 2796.750841 = -630746.981009
  nChanged 449
		SP:Iteration 2F (56611.430000 sec): 3 clusters
  Score: Raw -633872.930428 + Penalty 2796.750841 = -631076.179587
  nChanged 362
		SP:Iteration 3F (56611.610000 sec): 3 clusters
  Score: Raw -634155.639666 + Penalty 2796.750841 = -631358.888825
  nChanged 348
		SP:Iteration 4F (56611.780000 sec): 3 clusters
  Score: Raw -634442.952944 + Penalty 2796.750841 = -631646.202103
  nChanged 325
		SP:Iteration 5F (56611.960000 sec): 3 clusters
  Score: Raw -634788.746146 + Penalty 2796.750841 = -631991.995305
  nChanged 312
		SP:Iteration 6F (56612.130000 sec): 3 clusters
  Score: Raw -635111.658029 + Penalty 2796.750841 = -632314.907188
  nChanged 297
		SP:Iteration 7F (56612.320000 sec): 3 clusters
  Score: Raw -635353.760443 + Penalty 2796.750841 = -632557.009602
  nChanged 240
		SP:Iteration 8Q (56612.480000 sec): 3 clusters
  Score: Raw -635528.951289 + Penalty 2796.750841 = -632732.200448
  nChanged 170
		SP:Iteration 9Q (56612.680000 sec): 3 clusters
  Score: Raw -635659.842821 + Penalty 2796.750841 = -632863.091980
  nChanged 143
		SP:Iteration 10Q (56612.870000 sec): 3 clusters
  Score: Raw -635764.811379 + Penalty 2796.750841 = -632968.060538
  nChanged 128
		SP:Iteration 11Q (56613.060000 sec): 3 clusters
  Score: Raw -635849.785676 + Penalty 2796.750841 = -633053.034835
  nChanged 122
		SP:Iteration 12Q (56613.270000 sec): 3 clusters
  Score: Raw -635925.714039 + Penalty 2796.750841 = -633128.963198
  nChanged 102
		SP:Iteration 13Q (56613.480000 sec): 3 clusters
  Score: Raw -635986.184772 + Penalty 2796.750841 = -633189.433931
  nChanged 72
		SP:Iteration 14Q (56613.650000 sec): 3 clusters
  Score: Raw -636018.860017 + Penalty 2796.750841 = -633222.109176
  nChanged 54
		SP:Iteration 15Q (56613.820000 sec): 3 clusters
  Score: Raw -636041.565869 + Penalty 2796.750841 = -633244.815028
  nChanged 44
		SP:Iteration 16Q (56613.990000 sec): 3 clusters
  Score: Raw -636056.742894 + Penalty 2796.750841 = -633259.992054
  nChanged 33
		SP:Iteration 17Q (56614.140000 sec): 3 clusters
  Score: Raw -636066.255292 + Penalty 2796.750841 = -633269.504451
  nChanged 19
		SP:Iteration 18Q (56614.330000 sec): 3 clusters
  Score: Raw -636070.997851 + Penalty 2796.750841 = -633274.247010
  nChanged 16
		SP:Iteration 19Q (56614.500000 sec): 3 clusters
  Score: Raw -636074.401380 + Penalty 2796.750841 = -633277.650539
  nChanged 9
		SP:Iteration 20F (56614.710000 sec): 3 clusters
  Score: Raw -636076.476940 + Penalty 2796.750841 = -633279.726099
  nChanged 10
		SP:Iteration 21Q (56614.860000 sec): 3 clusters
  Score: Raw -636078.393813 + Penalty 2796.750841 = -633281.642972
  nChanged 7
		SP:Iteration 22Q (56615.070000 sec): 3 clusters
  Score: Raw -636081.305806 + Penalty 2796.750841 = -633284.554965
  nChanged 6
		SP:Iteration 23Q (56615.260000 sec): 3 clusters
  Score: Raw -636084.212661 + Penalty 2796.750841 = -633287.461820
  nChanged 8
		SP:Iteration 24Q (56615.430000 sec): 3 clusters
  Score: Raw -636086.942482 + Penalty 2796.750841 = -633290.191641
  nChanged 10
		SP:Iteration 25Q (56615.640000 sec): 3 clusters
  Score: Raw -636089.063774 + Penalty 2796.750841 = -633292.312933
  nChanged 11
		SP:Iteration 26Q (56615.860000 sec): 3 clusters
  Score: Raw -636091.810757 + Penalty 2796.750841 = -633295.059916
  nChanged 9
		SP:Iteration 27Q (56616.060000 sec): 3 clusters
  Score: Raw -636093.901962 + Penalty 2796.750841 = -633297.151122
  nChanged 8
		SP:Iteration 28Q (56616.270000 sec): 3 clusters
  Score: Raw -636095.854170 + Penalty 2796.750841 = -633299.103329
  nChanged 6
		SP:Iteration 29Q (56616.450000 sec): 3 clusters
  Score: Raw -636096.942153 + Penalty 2796.750841 = -633300.191313
  nChanged 5
		SP:Iteration 30Q (56616.610000 sec): 3 clusters
  Score: Raw -636098.442805 + Penalty 2796.750841 = -633301.691964
  nChanged 7
		SP:Iteration 31Q (56616.760000 sec): 3 clusters
  Score: Raw -636100.104689 + Penalty 2796.750841 = -633303.353849
  nChanged 5
		SP:Iteration 32Q (56616.940000 sec): 3 clusters
  Score: Raw -636101.067378 + Penalty 2796.750841 = -633304.316538
  nChanged 5
		SP:Iteration 33Q (56617.130000 sec): 3 clusters
  Score: Raw -636101.847775 + Penalty 2796.750841 = -633305.096934
  nChanged 4
		SP:Iteration 34Q (56617.320000 sec): 3 clusters
  Score: Raw -636102.999519 + Penalty 2796.750841 = -633306.248678
  nChanged 5
		SP:Iteration 35Q (56617.470000 sec): 3 clusters
  Score: Raw -636104.643006 + Penalty 2796.750841 = -633307.892165
  nChanged 5
		SP:Iteration 36Q (56617.670000 sec): 3 clusters
  Score: Raw -636105.744991 + Penalty 2796.750841 = -633308.994151
  nChanged 6
		SP:Iteration 37Q (56617.890000 sec): 3 clusters
  Score: Raw -636106.905764 + Penalty 2796.750841 = -633310.154924
  nChanged 7
		SP:Iteration 38Q (56618.070000 sec): 3 clusters
  Score: Raw -636107.968489 + Penalty 2796.750841 = -633311.217648
  nChanged 3
		SP:Iteration 39Q (56618.280000 sec): 3 clusters
  Score: Raw -636108.508068 + Penalty 2796.750841 = -633311.757227
  nChanged 5
		SP:Iteration 40F (56618.470000 sec): 3 clusters
  Score: Raw -636109.526179 + Penalty 2796.750841 = -633312.775338
  nChanged 2
		SP:Iteration 41Q (56618.680000 sec): 3 clusters
  Score: Raw -636109.853512 + Penalty 2796.750841 = -633313.102672
  nChanged 4
		SP:Iteration 42Q (56618.850000 sec): 3 clusters
  Score: Raw -636111.061935 + Penalty 2796.750841 = -633314.311094
  nChanged 4
		SP:Iteration 43Q (56619.010000 sec): 3 clusters
  Score: Raw -636111.686453 + Penalty 2796.750841 = -633314.935612
  nChanged 5
		SP:Iteration 44Q (56619.240000 sec): 3 clusters
  Score: Raw -636112.502096 + Penalty 2796.750841 = -633315.751255
  nChanged 6
		SP:Iteration 45Q (56619.380000 sec): 3 clusters
  Score: Raw -636113.859794 + Penalty 2796.750841 = -633317.108953
  nChanged 4
		SP:Iteration 46Q (56619.580000 sec): 3 clusters
  Score: Raw -636114.686169 + Penalty 2796.750841 = -633317.935328
  nChanged 0
		SP:Iteration 47F (56619.770000 sec): 3 clusters
  Score: Raw -636114.686169 + Penalty 2796.750841 = -633317.935328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56619.870000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56620.050000 sec): 3 clusters
  Score: Raw -189770.061879 + Penalty 2405.796744 = -187364.265135
  nChanged 576
		SP:Iteration 1F (56620.250000 sec): 3 clusters
  Score: Raw -190209.465932 + Penalty 2405.796744 = -187803.669188
  nChanged 143
		SP:Iteration 2F (56620.390000 sec): 3 clusters
  Score: Raw -190366.512358 + Penalty 2405.796744 = -187960.715613
  nChanged 87
		SP:Iteration 3F (56620.600000 sec): 3 clusters
  Score: Raw -190448.681645 + Penalty 2405.796744 = -188042.884901
  nChanged 64
		SP:Iteration 4Q (56620.740000 sec): 3 clusters
  Score: Raw -190503.490018 + Penalty 2405.796744 = -188097.693274
  nChanged 50
		SP:Iteration 5Q (56620.930000 sec): 3 clusters
  Score: Raw -190554.649802 + Penalty 2405.796744 = -188148.853057
  nChanged 44
		SP:Iteration 6Q (56621.080000 sec): 3 clusters
  Score: Raw -190594.115554 + Penalty 2405.796744 = -188188.318810
  nChanged 33
		SP:Iteration 7Q (56621.260000 sec): 3 clusters
  Score: Raw -190615.787916 + Penalty 2405.796744 = -188209.991171
  nChanged 25
		SP:Iteration 8Q (56621.460000 sec): 3 clusters
  Score: Raw -190631.582921 + Penalty 2405.796744 = -188225.786177
  nChanged 15
		SP:Iteration 9Q (56621.620000 sec): 3 clusters
  Score: Raw -190641.719059 + Penalty 2405.796744 = -188235.922314
  nChanged 11
		SP:Iteration 10Q (56621.810000 sec): 3 clusters
  Score: Raw -190648.822526 + Penalty 2405.796744 = -188243.025782
  nChanged 11
		SP:Iteration 11Q (56621.980000 sec): 3 clusters
  Score: Raw -190655.134215 + Penalty 2405.796744 = -188249.337471
  nChanged 8
		SP:Iteration 12Q (56622.170000 sec): 3 clusters
  Score: Raw -190658.525947 + Penalty 2405.796744 = -188252.729203
  nChanged 4
		SP:Iteration 13Q (56622.350000 sec): 3 clusters
  Score: Raw -190660.910124 + Penalty 2405.796744 = -188255.113379
  nChanged 3
		SP:Iteration 14Q (56622.560000 sec): 3 clusters
  Score: Raw -190661.961616 + Penalty 2405.796744 = -188256.164872
  nChanged 1
		SP:Iteration 15Q (56622.740000 sec): 3 clusters
  Score: Raw -190662.336869 + Penalty 2405.796744 = -188256.540125
  nChanged 2
		SP:Iteration 16Q (56622.910000 sec): 3 clusters
  Score: Raw -190663.190600 + Penalty 2405.796744 = -188257.393856
  nChanged 3
		SP:Iteration 17Q (56623.090000 sec): 3 clusters
  Score: Raw -190665.218084 + Penalty 2405.796744 = -188259.421340
  nChanged 5
		SP:Iteration 18Q (56623.270000 sec): 3 clusters
  Score: Raw -190668.034883 + Penalty 2405.796744 = -188262.238139
  nChanged 6
		SP:Iteration 19Q (56623.420000 sec): 3 clusters
  Score: Raw -190671.948290 + Penalty 2405.796744 = -188266.151546
  nChanged 4
		SP:Iteration 20F (56623.590000 sec): 3 clusters
  Score: Raw -190673.781226 + Penalty 2405.796744 = -188267.984482
  nChanged 2
		SP:Iteration 21Q (56623.730000 sec): 3 clusters
  Score: Raw -190674.925157 + Penalty 2405.796744 = -188269.128413
  nChanged 1
		SP:Iteration 22Q (56623.940000 sec): 3 clusters
  Score: Raw -190675.449750 + Penalty 2405.796744 = -188269.653006
  nChanged 1
		SP:Iteration 23Q (56624.110000 sec): 3 clusters
  Score: Raw -190676.148525 + Penalty 2405.796744 = -188270.351781
  nChanged 3
		SP:Iteration 24Q (56624.200000 sec): 3 clusters
  Score: Raw -190678.607495 + Penalty 2405.796744 = -188272.810751
  nChanged 5
		SP:Iteration 25Q (56624.370000 sec): 3 clusters
  Score: Raw -190682.476862 + Penalty 2405.796744 = -188276.680118
  nChanged 8
		SP:Iteration 26Q (56624.580000 sec): 3 clusters
  Score: Raw -190688.216772 + Penalty 2405.796744 = -188282.420028
  nChanged 11
		SP:Iteration 27Q (56624.770000 sec): 3 clusters
  Score: Raw -190701.917036 + Penalty 2405.796744 = -188296.120292
  nChanged 12
		SP:Iteration 28Q (56624.960000 sec): 3 clusters
  Score: Raw -190707.942206 + Penalty 2405.796744 = -188302.145461
  nChanged 9
		SP:Iteration 29Q (56625.110000 sec): 3 clusters
  Score: Raw -190715.563198 + Penalty 2405.796744 = -188309.766454
  nChanged 7
		SP:Iteration 30Q (56625.330000 sec): 3 clusters
  Score: Raw -190719.625402 + Penalty 2405.796744 = -188313.828657
  nChanged 7
		SP:Iteration 31Q (56625.480000 sec): 3 clusters
  Score: Raw -190722.831105 + Penalty 2405.796744 = -188317.034361
  nChanged 4
		SP:Iteration 32Q (56625.660000 sec): 3 clusters
  Score: Raw -190724.234065 + Penalty 2405.796744 = -188318.437320
  nChanged 2
		SP:Iteration 33Q (56625.870000 sec): 3 clusters
  Score: Raw -190726.101526 + Penalty 2405.796744 = -188320.304782
  nChanged 0
		SP:Iteration 34F (56626.030000 sec): 3 clusters
  Score: Raw -190726.101526 + Penalty 2405.796744 = -188320.304782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56626.140000 sec): 2 clusters
  Score: Raw -92579.241882 + Penalty 1097.243936 = -91481.997946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56626.250000 sec): 3 clusters
  Score: Raw -92381.935930 + Penalty 2194.487872 = -90187.448058
  nChanged 262
		SP:Iteration 1F (56626.410000 sec): 3 clusters
  Score: Raw -92699.040935 + Penalty 2194.487872 = -90504.553062
  nChanged 81
		SP:Iteration 2F (56626.610000 sec): 3 clusters
  Score: Raw -92851.116316 + Penalty 2194.487872 = -90656.628444
  nChanged 58
		SP:Iteration 3F (56626.800000 sec): 3 clusters
  Score: Raw -92950.593649 + Penalty 2194.487872 = -90756.105777
  nChanged 29
		SP:Iteration 4Q (56626.970000 sec): 3 clusters
  Score: Raw -93018.762418 + Penalty 2194.487872 = -90824.274546
  nChanged 23
		SP:Iteration 5Q (56627.170000 sec): 3 clusters
  Score: Raw -93082.793906 + Penalty 2194.487872 = -90888.306034
  nChanged 18
		SP:Iteration 6Q (56627.350000 sec): 3 clusters
  Score: Raw -93111.984930 + Penalty 2194.487872 = -90917.497058
  nChanged 20
		SP:Iteration 7Q (56627.520000 sec): 3 clusters
  Score: Raw -93141.631549 + Penalty 2194.487872 = -90947.143677
  nChanged 17
		SP:Iteration 8Q (56627.710000 sec): 3 clusters
  Score: Raw -93176.606473 + Penalty 2194.487872 = -90982.118601
  nChanged 10
		SP:Iteration 9Q (56627.860000 sec): 3 clusters
  Score: Raw -93201.891438 + Penalty 2194.487872 = -91007.403566
  nChanged 9
		SP:Iteration 10Q (56628.060000 sec): 3 clusters
  Score: Raw -93215.538068 + Penalty 2194.487872 = -91021.050196
  nChanged 5
		SP:Iteration 11Q (56628.230000 sec): 3 clusters
  Score: Raw -93224.204971 + Penalty 2194.487872 = -91029.717098
  nChanged 6
		SP:Iteration 12Q (56628.410000 sec): 3 clusters
  Score: Raw -93228.790742 + Penalty 2194.487872 = -91034.302869
  nChanged 3
		SP:Iteration 13Q (56628.590000 sec): 3 clusters
  Score: Raw -93231.054706 + Penalty 2194.487872 = -91036.566833
  nChanged 2
		SP:Iteration 14Q (56628.800000 sec): 3 clusters
  Score: Raw -93232.962826 + Penalty 2194.487872 = -91038.474953
  nChanged 1
		SP:Iteration 15Q (56628.970000 sec): 3 clusters
  Score: Raw -93234.082714 + Penalty 2194.487872 = -91039.594842
  nChanged 1
		SP:Iteration 16Q (56629.140000 sec): 3 clusters
  Score: Raw -93234.601818 + Penalty 2194.487872 = -91040.113945
  nChanged 0
		SP:Iteration 17F (56629.300000 sec): 3 clusters
  Score: Raw -93234.601818 + Penalty 2194.487872 = -91040.113945
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56629.370000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56629.530000 sec): 3 clusters
  Score: Raw -62296.483458 + Penalty 2034.363976 = -60262.119482
  nChanged 114
		SP:Iteration 1F (56629.720000 sec): 3 clusters
  Score: Raw -62461.219764 + Penalty 2034.363976 = -60426.855788
  nChanged 31
		SP:Iteration 2F (56629.900000 sec): 3 clusters
  Score: Raw -62507.046423 + Penalty 2034.363976 = -60472.682448
  nChanged 12
		SP:Iteration 3Q (56630.030000 sec): 3 clusters
  Score: Raw -62526.341930 + Penalty 2034.363976 = -60491.977954
  nChanged 7
		SP:Iteration 4Q (56630.210000 sec): 3 clusters
  Score: Raw -62539.539811 + Penalty 2034.363976 = -60505.175835
  nChanged 7
		SP:Iteration 5Q (56630.410000 sec): 3 clusters
  Score: Raw -62547.846760 + Penalty 2034.363976 = -60513.482784
  nChanged 4
		SP:Iteration 6Q (56630.590000 sec): 3 clusters
  Score: Raw -62550.311209 + Penalty 2034.363976 = -60515.947233
  nChanged 0
		SP:Iteration 7F (56630.780000 sec): 3 clusters
  Score: Raw -62550.311209 + Penalty 2034.363976 = -60515.947233
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56631.360000 sec): 2 clusters
  Score: Raw -12537262.007389 + Penalty 1874.973875 = -12535387.033513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56631.980000 sec): 3 clusters
  Score: Raw -12470521.981519 + Penalty 3749.947751 = -12466772.033768
  nChanged 48984
		SP:Iteration 1F (56632.600000 sec): 3 clusters
  Score: Raw -12499470.088946 + Penalty 3749.947751 = -12495720.141196
  nChanged 3441
		SP:Iteration 2Q (56633.200000 sec): 3 clusters
  Score: Raw -12500293.773267 + Penalty 3749.947751 = -12496543.825517
  nChanged 3604
		SP:Iteration 3Q (56633.820000 sec): 3 clusters
  Score: Raw -12501310.249933 + Penalty 3749.947751 = -12497560.302182
  nChanged 4035
		SP:Iteration 4Q (56634.430000 sec): 3 clusters
  Score: Raw -12502639.029617 + Penalty 3749.947751 = -12498889.081866
  nChanged 4616
		SP:Iteration 5Q (56635.050000 sec): 3 clusters
  Score: Raw -12504396.367210 + Penalty 3749.947751 = -12500646.419459
  nChanged 5159
		SP:Iteration 6F (56635.750000 sec): 3 clusters
  Score: Raw -12506672.075992 + Penalty 3749.947751 = -12502922.128241
  nChanged 5720
		SP:Iteration 7F (56636.410000 sec): 3 clusters
  Score: Raw -12509546.380643 + Penalty 3749.947751 = -12505796.432892
  nChanged 6079
		SP:Iteration 8F (56637.060000 sec): 3 clusters
  Score: Raw -12512978.238760 + Penalty 3749.947751 = -12509228.291009
  nChanged 6177
		SP:Iteration 9F (56637.700000 sec): 3 clusters
  Score: Raw -12516832.594161 + Penalty 3749.947751 = -12513082.646411
  nChanged 6038
		SP:Iteration 10F (56638.310000 sec): 3 clusters
  Score: Raw -12520989.519365 + Penalty 3749.947751 = -12517239.571614
  nChanged 5765
		SP:Iteration 11F (56638.940000 sec): 3 clusters
  Score: Raw -12525373.080725 + Penalty 3749.947751 = -12521623.132975
  nChanged 5085
		SP:Iteration 12Q (56639.590000 sec): 3 clusters
  Score: Raw -12529523.770970 + Penalty 3749.947751 = -12525773.823219
  nChanged 4028
		SP:Iteration 13Q (56640.220000 sec): 3 clusters
  Score: Raw -12532952.064369 + Penalty 3749.947751 = -12529202.116618
  nChanged 2650
		SP:Iteration 14Q (56640.860000 sec): 3 clusters
  Score: Raw -12535205.051959 + Penalty 3749.947751 = -12531455.104208
  nChanged 1447
		SP:Iteration 15Q (56641.500000 sec): 3 clusters
  Score: Raw -12536450.171185 + Penalty 3749.947751 = -12532700.223434
  nChanged 669
		SP:Iteration 16Q (56642.160000 sec): 3 clusters
  Score: Raw -12537000.714231 + Penalty 3749.947751 = -12533250.766481
  nChanged 282
		SP:Iteration 17Q (56642.780000 sec): 3 clusters
  Score: Raw -12537263.386152 + Penalty 3749.947751 = -12533513.438401
  nChanged 118
		SP:Iteration 18Q (56643.430000 sec): 3 clusters
  Score: Raw -12537373.520906 + Penalty 3749.947751 = -12533623.573155
  nChanged 59
		SP:Iteration 19Q (56644.020000 sec): 3 clusters
  Score: Raw -12537433.321274 + Penalty 3749.947751 = -12533683.373524
  nChanged 40
		SP:Iteration 20F (56644.640000 sec): 3 clusters
  Score: Raw -12537476.101685 + Penalty 3749.947751 = -12533726.153934
  nChanged 22
		SP:Iteration 21Q (56645.280000 sec): 3 clusters
  Score: Raw -12537494.730404 + Penalty 3749.947751 = -12533744.782653
  nChanged 12
		SP:Iteration 22Q (56645.880000 sec): 3 clusters
  Score: Raw -12537509.516078 + Penalty 3749.947751 = -12533759.568327
  nChanged 9
		SP:Iteration 23Q (56646.490000 sec): 3 clusters
  Score: Raw -12537522.784263 + Penalty 3749.947751 = -12533772.836512
  nChanged 6
		SP:Iteration 24Q (56647.110000 sec): 3 clusters
  Score: Raw -12537530.376658 + Penalty 3749.947751 = -12533780.428907
  nChanged 4
		SP:Iteration 25Q (56647.690000 sec): 3 clusters
  Score: Raw -12537533.758781 + Penalty 3749.947751 = -12533783.811031
  nChanged 5
		SP:Iteration 26Q (56648.290000 sec): 3 clusters
  Score: Raw -12537536.818172 + Penalty 3749.947751 = -12533786.870421
  nChanged 4
		SP:Iteration 27Q (56648.870000 sec): 3 clusters
  Score: Raw -12537539.606984 + Penalty 3749.947751 = -12533789.659233
  nChanged 3
		SP:Iteration 28Q (56649.420000 sec): 3 clusters
  Score: Raw -12537542.048285 + Penalty 3749.947751 = -12533792.100534
  nChanged 4
		SP:Iteration 29Q (56649.990000 sec): 3 clusters
  Score: Raw -12537545.273748 + Penalty 3749.947751 = -12533795.325997
  nChanged 1
		SP:Iteration 30Q (56650.540000 sec): 3 clusters
  Score: Raw -12537546.028279 + Penalty 3749.947751 = -12533796.080528
  nChanged 1
		SP:Iteration 31Q (56651.090000 sec): 3 clusters
  Score: Raw -12537546.714155 + Penalty 3749.947751 = -12533796.766404
  nChanged 1
		SP:Iteration 32Q (56651.650000 sec): 3 clusters
  Score: Raw -12537547.745478 + Penalty 3749.947751 = -12533797.797727
  nChanged 0
		SP:Iteration 33F (56652.220000 sec): 3 clusters
  Score: Raw -12537547.745478 + Penalty 3749.947751 = -12533797.797727
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (12665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56652.390000 sec): 2 clusters
  Score: Raw -1537223.966469 + Penalty 1535.072104 = -1535688.894365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56652.640000 sec): 3 clusters
  Score: Raw -1529790.909885 + Penalty 3070.144208 = -1526720.765677
  nChanged 5617
		SP:Iteration 1F (56652.840000 sec): 3 clusters
  Score: Raw -1533063.589806 + Penalty 3070.144208 = -1529993.445598
  nChanged 885
		SP:Iteration 2F (56653.080000 sec): 3 clusters
  Score: Raw -1533554.295476 + Penalty 3070.144208 = -1530484.151268
  nChanged 808
		SP:Iteration 3F (56653.300000 sec): 3 clusters
  Score: Raw -1534064.762761 + Penalty 3070.144208 = -1530994.618553
  nChanged 778
		SP:Iteration 4F (56653.540000 sec): 3 clusters
  Score: Raw -1534566.029270 + Penalty 3070.144208 = -1531495.885062
  nChanged 761
		SP:Iteration 5F (56653.710000 sec): 3 clusters
  Score: Raw -1535078.058849 + Penalty 3070.144208 = -1532007.914641
  nChanged 718
		SP:Iteration 6F (56653.980000 sec): 3 clusters
  Score: Raw -1535652.714199 + Penalty 3070.144208 = -1532582.569992
  nChanged 649
		SP:Iteration 7F (56654.170000 sec): 3 clusters
  Score: Raw -1536204.822215 + Penalty 3070.144208 = -1533134.678008
  nChanged 554
		SP:Iteration 8Q (56654.420000 sec): 3 clusters
  Score: Raw -1536664.442969 + Penalty 3070.144208 = -1533594.298761
  nChanged 500
		SP:Iteration 9Q (56654.690000 sec): 3 clusters
  Score: Raw -1537038.064703 + Penalty 3070.144208 = -1533967.920495
  nChanged 427
		SP:Iteration 10Q (56654.920000 sec): 3 clusters
  Score: Raw -1537318.095050 + Penalty 3070.144208 = -1534247.950842
  nChanged 390
		SP:Iteration 11Q (56655.100000 sec): 3 clusters
  Score: Raw -1537593.684698 + Penalty 3070.144208 = -1534523.540490
  nChanged 324
		SP:Iteration 12Q (56655.350000 sec): 3 clusters
  Score: Raw -1537798.241856 + Penalty 3070.144208 = -1534728.097648
  nChanged 289
		SP:Iteration 13Q (56655.570000 sec): 3 clusters
  Score: Raw -1537959.363640 + Penalty 3070.144208 = -1534889.219432
  nChanged 263
		SP:Iteration 14Q (56655.790000 sec): 3 clusters
  Score: Raw -1538076.666885 + Penalty 3070.144208 = -1535006.522678
  nChanged 211
		SP:Iteration 15Q (56656.040000 sec): 3 clusters
  Score: Raw -1538168.841089 + Penalty 3070.144208 = -1535098.696881
  nChanged 174
		SP:Iteration 16Q (56656.260000 sec): 3 clusters
  Score: Raw -1538240.437827 + Penalty 3070.144208 = -1535170.293619
  nChanged 145
		SP:Iteration 17Q (56656.490000 sec): 3 clusters
  Score: Raw -1538299.983506 + Penalty 3070.144208 = -1535229.839298
  nChanged 144
		SP:Iteration 18Q (56656.700000 sec): 3 clusters
  Score: Raw -1538349.659233 + Penalty 3070.144208 = -1535279.515025
  nChanged 114
		SP:Iteration 19Q (56656.950000 sec): 3 clusters
  Score: Raw -1538380.060847 + Penalty 3070.144208 = -1535309.916639
  nChanged 81
		SP:Iteration 20F (56657.130000 sec): 3 clusters
  Score: Raw -1538400.705230 + Penalty 3070.144208 = -1535330.561022
  nChanged 75
		SP:Iteration 21Q (56657.330000 sec): 3 clusters
  Score: Raw -1538416.554606 + Penalty 3070.144208 = -1535346.410398
  nChanged 58
		SP:Iteration 22Q (56657.530000 sec): 3 clusters
  Score: Raw -1538425.726015 + Penalty 3070.144208 = -1535355.581807
  nChanged 38
		SP:Iteration 23Q (56657.760000 sec): 3 clusters
  Score: Raw -1538430.804441 + Penalty 3070.144208 = -1535360.660233
  nChanged 34
		SP:Iteration 24Q (56658.020000 sec): 3 clusters
  Score: Raw -1538434.484044 + Penalty 3070.144208 = -1535364.339836
  nChanged 27
		SP:Iteration 25Q (56658.290000 sec): 3 clusters
  Score: Raw -1538437.553978 + Penalty 3070.144208 = -1535367.409770
  nChanged 20
		SP:Iteration 26Q (56658.490000 sec): 3 clusters
  Score: Raw -1538439.872950 + Penalty 3070.144208 = -1535369.728742
  nChanged 15
		SP:Iteration 27Q (56658.730000 sec): 3 clusters
  Score: Raw -1538441.574417 + Penalty 3070.144208 = -1535371.430209
  nChanged 9
		SP:Iteration 28Q (56658.930000 sec): 3 clusters
  Score: Raw -1538442.153673 + Penalty 3070.144208 = -1535372.009465
  nChanged 4
		SP:Iteration 29Q (56659.150000 sec): 3 clusters
  Score: Raw -1538442.439013 + Penalty 3070.144208 = -1535372.294805
  nChanged 7
		SP:Iteration 30Q (56659.390000 sec): 3 clusters
  Score: Raw -1538442.963665 + Penalty 3070.144208 = -1535372.819457
  nChanged 6
		SP:Iteration 31Q (56659.610000 sec): 3 clusters
  Score: Raw -1538443.310220 + Penalty 3070.144208 = -1535373.166012
  nChanged 5
		SP:Iteration 32Q (56659.790000 sec): 3 clusters
  Score: Raw -1538443.675897 + Penalty 3070.144208 = -1535373.531690
  nChanged 3
		SP:Iteration 33Q (56660.030000 sec): 3 clusters
  Score: Raw -1538443.984089 + Penalty 3070.144208 = -1535373.839881
  nChanged 6
		SP:Iteration 34Q (56660.270000 sec): 3 clusters
  Score: Raw -1538444.500542 + Penalty 3070.144208 = -1535374.356334
  nChanged 7
		SP:Iteration 35Q (56660.480000 sec): 3 clusters
  Score: Raw -1538445.022563 + Penalty 3070.144208 = -1535374.878355
  nChanged 7
		SP:Iteration 36Q (56660.720000 sec): 3 clusters
  Score: Raw -1538445.488375 + Penalty 3070.144208 = -1535375.344167
  nChanged 4
		SP:Iteration 37Q (56660.940000 sec): 3 clusters
  Score: Raw -1538445.828866 + Penalty 3070.144208 = -1535375.684658
  nChanged 4
		SP:Iteration 38Q (56661.140000 sec): 3 clusters
  Score: Raw -1538446.111252 + Penalty 3070.144208 = -1535375.967044
  nChanged 4
		SP:Iteration 39Q (56661.370000 sec): 3 clusters
  Score: Raw -1538446.272645 + Penalty 3070.144208 = -1535376.128438
  nChanged 1
		SP:Iteration 40F (56661.620000 sec): 3 clusters
  Score: Raw -1538446.318532 + Penalty 3070.144208 = -1535376.174324
  nChanged 1
		SP:Iteration 41Q (56661.850000 sec): 3 clusters
  Score: Raw -1538446.386237 + Penalty 3070.144208 = -1535376.242029
  nChanged 1
		SP:Iteration 42Q (56662.050000 sec): 3 clusters
  Score: Raw -1538446.431541 + Penalty 3070.144208 = -1535376.287333
  nChanged 2
		SP:Iteration 43Q (56662.300000 sec): 3 clusters
  Score: Raw -1538446.565224 + Penalty 3070.144208 = -1535376.421016
  nChanged 1
		SP:Iteration 44Q (56662.480000 sec): 3 clusters
  Score: Raw -1538446.633631 + Penalty 3070.144208 = -1535376.489423
  nChanged 2
		SP:Iteration 45Q (56662.690000 sec): 3 clusters
  Score: Raw -1538446.746841 + Penalty 3070.144208 = -1535376.602633
  nChanged 0
		SP:Iteration 46F (56662.900000 sec): 3 clusters
  Score: Raw -1538446.746841 + Penalty 3070.144208 = -1535376.602633
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56662.990000 sec): 2 clusters
  Score: Raw -141374.454796 + Penalty 1152.947961 = -140221.506835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56663.220000 sec): 3 clusters
  Score: Raw -140942.110296 + Penalty 2305.895923 = -138636.214373
  nChanged 355
		SP:Iteration 1F (56663.380000 sec): 3 clusters
  Score: Raw -141227.415569 + Penalty 2305.895923 = -138921.519646
  nChanged 92
		SP:Iteration 2F (56663.550000 sec): 3 clusters
  Score: Raw -141303.103683 + Penalty 2305.895923 = -138997.207761
  nChanged 47
		SP:Iteration 3Q (56663.740000 sec): 3 clusters
  Score: Raw -141352.245558 + Penalty 2305.895923 = -139046.349635
  nChanged 39
		SP:Iteration 4Q (56663.900000 sec): 3 clusters
  Score: Raw -141392.195606 + Penalty 2305.895923 = -139086.299684
  nChanged 34
		SP:Iteration 5Q (56664.060000 sec): 3 clusters
  Score: Raw -141415.601151 + Penalty 2305.895923 = -139109.705228
  nChanged 14
		SP:Iteration 6Q (56664.240000 sec): 3 clusters
  Score: Raw -141425.560743 + Penalty 2305.895923 = -139119.664820
  nChanged 16
		SP:Iteration 7Q (56664.410000 sec): 3 clusters
  Score: Raw -141441.952235 + Penalty 2305.895923 = -139136.056313
  nChanged 15
		SP:Iteration 8Q (56664.580000 sec): 3 clusters
  Score: Raw -141450.570571 + Penalty 2305.895923 = -139144.674649
  nChanged 10
		SP:Iteration 9Q (56664.760000 sec): 3 clusters
  Score: Raw -141458.132247 + Penalty 2305.895923 = -139152.236324
  nChanged 10
		SP:Iteration 10Q (56664.930000 sec): 3 clusters
  Score: Raw -141467.636398 + Penalty 2305.895923 = -139161.740475
  nChanged 8
		SP:Iteration 11Q (56665.110000 sec): 3 clusters
  Score: Raw -141473.488838 + Penalty 2305.895923 = -139167.592915
  nChanged 7
		SP:Iteration 12Q (56665.260000 sec): 3 clusters
  Score: Raw -141478.630079 + Penalty 2305.895923 = -139172.734157
  nChanged 7
		SP:Iteration 13Q (56665.450000 sec): 3 clusters
  Score: Raw -141484.673608 + Penalty 2305.895923 = -139178.777685
  nChanged 8
		SP:Iteration 14Q (56665.630000 sec): 3 clusters
  Score: Raw -141489.233187 + Penalty 2305.895923 = -139183.337265
  nChanged 4
		SP:Iteration 15Q (56665.800000 sec): 3 clusters
  Score: Raw -141491.215284 + Penalty 2305.895923 = -139185.319362
  nChanged 5
		SP:Iteration 16Q (56665.990000 sec): 3 clusters
  Score: Raw -141494.178137 + Penalty 2305.895923 = -139188.282214
  nChanged 5
		SP:Iteration 17Q (56666.180000 sec): 3 clusters
  Score: Raw -141496.436385 + Penalty 2305.895923 = -139190.540463
  nChanged 4
		SP:Iteration 18Q (56666.350000 sec): 3 clusters
  Score: Raw -141498.413782 + Penalty 2305.895923 = -139192.517860
  nChanged 1
		SP:Iteration 19Q (56666.530000 sec): 3 clusters
  Score: Raw -141499.159163 + Penalty 2305.895923 = -139193.263240
  nChanged 0
		SP:Iteration 20F (56666.720000 sec): 3 clusters
  Score: Raw -141499.159163 + Penalty 2305.895923 = -139193.263240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56666.830000 sec): 2 clusters
  Score: Raw -499198.875048 + Penalty 1365.544761 = -497833.330287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56667.030000 sec): 3 clusters
  Score: Raw -496919.334215 + Penalty 2731.089522 = -494188.244694
  nChanged 1793
		SP:Iteration 1F (56667.210000 sec): 3 clusters
  Score: Raw -498059.662873 + Penalty 2731.089522 = -495328.573351
  nChanged 399
		SP:Iteration 2F (56667.350000 sec): 3 clusters
  Score: Raw -498367.765180 + Penalty 2731.089522 = -495636.675658
  nChanged 325
		SP:Iteration 3F (56667.520000 sec): 3 clusters
  Score: Raw -498658.015931 + Penalty 2731.089522 = -495926.926409
  nChanged 299
		SP:Iteration 4F (56667.700000 sec): 3 clusters
  Score: Raw -498914.013131 + Penalty 2731.089522 = -496182.923609
  nChanged 286
		SP:Iteration 5F (56667.910000 sec): 3 clusters
  Score: Raw -499167.338455 + Penalty 2731.089522 = -496436.248934
  nChanged 231
		SP:Iteration 6F (56668.090000 sec): 3 clusters
  Score: Raw -499328.365435 + Penalty 2731.089522 = -496597.275913
  nChanged 155
		SP:Iteration 7Q (56668.280000 sec): 3 clusters
  Score: Raw -499404.453059 + Penalty 2731.089522 = -496673.363538
  nChanged 91
		SP:Iteration 8Q (56668.490000 sec): 3 clusters
  Score: Raw -499452.561086 + Penalty 2731.089522 = -496721.471565
  nChanged 71
		SP:Iteration 9Q (56668.650000 sec): 3 clusters
  Score: Raw -499476.282835 + Penalty 2731.089522 = -496745.193313
  nChanged 41
		SP:Iteration 10Q (56668.810000 sec): 3 clusters
  Score: Raw -499492.560066 + Penalty 2731.089522 = -496761.470544
  nChanged 39
		SP:Iteration 11Q (56668.990000 sec): 3 clusters
  Score: Raw -499504.718312 + Penalty 2731.089522 = -496773.628790
  nChanged 28
		SP:Iteration 12Q (56669.190000 sec): 3 clusters
  Score: Raw -499513.642133 + Penalty 2731.089522 = -496782.552611
  nChanged 22
		SP:Iteration 13Q (56669.360000 sec): 3 clusters
  Score: Raw -499520.758876 + Penalty 2731.089522 = -496789.669354
  nChanged 16
		SP:Iteration 14Q (56669.510000 sec): 3 clusters
  Score: Raw -499526.789695 + Penalty 2731.089522 = -496795.700173
  nChanged 22
		SP:Iteration 15Q (56669.730000 sec): 3 clusters
  Score: Raw -499533.598608 + Penalty 2731.089522 = -496802.509086
  nChanged 17
		SP:Iteration 16Q (56669.930000 sec): 3 clusters
  Score: Raw -499537.825156 + Penalty 2731.089522 = -496806.735635
  nChanged 12
		SP:Iteration 17Q (56670.130000 sec): 3 clusters
  Score: Raw -499540.052644 + Penalty 2731.089522 = -496808.963123
  nChanged 8
		SP:Iteration 18Q (56670.330000 sec): 3 clusters
  Score: Raw -499543.000633 + Penalty 2731.089522 = -496811.911111
  nChanged 10
		SP:Iteration 19Q (56670.490000 sec): 3 clusters
  Score: Raw -499549.469333 + Penalty 2731.089522 = -496818.379811
  nChanged 17
		SP:Iteration 20F (56670.680000 sec): 3 clusters
  Score: Raw -499554.882002 + Penalty 2731.089522 = -496823.792480
  nChanged 16
		SP:Iteration 21Q (56670.860000 sec): 3 clusters
  Score: Raw -499560.524654 + Penalty 2731.089522 = -496829.435132
  nChanged 16
		SP:Iteration 22Q (56671.030000 sec): 3 clusters
  Score: Raw -499565.628097 + Penalty 2731.089522 = -496834.538576
  nChanged 17
		SP:Iteration 23Q (56671.220000 sec): 3 clusters
  Score: Raw -499569.589317 + Penalty 2731.089522 = -496838.499795
  nChanged 10
		SP:Iteration 24Q (56671.390000 sec): 3 clusters
  Score: Raw -499572.656730 + Penalty 2731.089522 = -496841.567208
  nChanged 10
		SP:Iteration 25Q (56671.570000 sec): 3 clusters
  Score: Raw -499574.897926 + Penalty 2731.089522 = -496843.808404
  nChanged 8
		SP:Iteration 26Q (56671.770000 sec): 3 clusters
  Score: Raw -499576.837271 + Penalty 2731.089522 = -496845.747749
  nChanged 10
		SP:Iteration 27Q (56671.960000 sec): 3 clusters
  Score: Raw -499579.089753 + Penalty 2731.089522 = -496848.000231
  nChanged 5
		SP:Iteration 28Q (56672.140000 sec): 3 clusters
  Score: Raw -499580.153124 + Penalty 2731.089522 = -496849.063603
  nChanged 6
		SP:Iteration 29Q (56672.380000 sec): 3 clusters
  Score: Raw -499581.201528 + Penalty 2731.089522 = -496850.112006
  nChanged 0
		SP:Iteration 30F (56672.570000 sec): 3 clusters
  Score: Raw -499581.201528 + Penalty 2731.089522 = -496850.112006
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56672.680000 sec): 2 clusters
  Score: Raw -145423.133552 + Penalty 1180.972882 = -144242.160670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56672.860000 sec): 3 clusters
  Score: Raw -144901.988195 + Penalty 2361.945764 = -142540.042431
  nChanged 488
		SP:Iteration 1F (56673.020000 sec): 3 clusters
  Score: Raw -145271.306460 + Penalty 2361.945764 = -142909.360695
  nChanged 103
		SP:Iteration 2F (56673.230000 sec): 3 clusters
  Score: Raw -145375.575755 + Penalty 2361.945764 = -143013.629991
  nChanged 73
		SP:Iteration 3F (56673.400000 sec): 3 clusters
  Score: Raw -145501.506050 + Penalty 2361.945764 = -143139.560286
  nChanged 76
		SP:Iteration 4F (56673.540000 sec): 3 clusters
  Score: Raw -145609.366581 + Penalty 2361.945764 = -143247.420817
  nChanged 60
		SP:Iteration 5Q (56673.750000 sec): 3 clusters
  Score: Raw -145677.103516 + Penalty 2361.945764 = -143315.157752
  nChanged 41
		SP:Iteration 6Q (56673.940000 sec): 3 clusters
  Score: Raw -145719.925605 + Penalty 2361.945764 = -143357.979841
  nChanged 29
		SP:Iteration 7Q (56674.110000 sec): 3 clusters
  Score: Raw -145749.854297 + Penalty 2361.945764 = -143387.908533
  nChanged 20
		SP:Iteration 8Q (56674.270000 sec): 3 clusters
  Score: Raw -145774.672703 + Penalty 2361.945764 = -143412.726939
  nChanged 21
		SP:Iteration 9Q (56674.470000 sec): 3 clusters
  Score: Raw -145802.326254 + Penalty 2361.945764 = -143440.380490
  nChanged 16
		SP:Iteration 10Q (56674.610000 sec): 3 clusters
  Score: Raw -145829.003233 + Penalty 2361.945764 = -143467.057469
  nChanged 24
		SP:Iteration 11Q (56674.760000 sec): 3 clusters
  Score: Raw -145850.075358 + Penalty 2361.945764 = -143488.129594
  nChanged 16
		SP:Iteration 12Q (56674.930000 sec): 3 clusters
  Score: Raw -145860.774626 + Penalty 2361.945764 = -143498.828861
  nChanged 11
		SP:Iteration 13Q (56675.100000 sec): 3 clusters
  Score: Raw -145867.268191 + Penalty 2361.945764 = -143505.322427
  nChanged 6
		SP:Iteration 14Q (56675.280000 sec): 3 clusters
  Score: Raw -145874.297379 + Penalty 2361.945764 = -143512.351615
  nChanged 11
		SP:Iteration 15Q (56675.450000 sec): 3 clusters
  Score: Raw -145889.831999 + Penalty 2361.945764 = -143527.886235
  nChanged 11
		SP:Iteration 16Q (56675.620000 sec): 3 clusters
  Score: Raw -145900.027491 + Penalty 2361.945764 = -143538.081727
  nChanged 10
		SP:Iteration 17Q (56675.830000 sec): 3 clusters
  Score: Raw -145907.963068 + Penalty 2361.945764 = -143546.017304
  nChanged 11
		SP:Iteration 18Q (56675.980000 sec): 3 clusters
  Score: Raw -145918.386490 + Penalty 2361.945764 = -143556.440726
  nChanged 9
		SP:Iteration 19Q (56676.150000 sec): 3 clusters
  Score: Raw -145924.815536 + Penalty 2361.945764 = -143562.869772
  nChanged 1
		SP:Iteration 20F (56676.330000 sec): 3 clusters
  Score: Raw -145926.483677 + Penalty 2361.945764 = -143564.537913
  nChanged 2
		SP:Iteration 21Q (56676.490000 sec): 3 clusters
  Score: Raw -145927.866658 + Penalty 2361.945764 = -143565.920894
  nChanged 2
		SP:Iteration 22Q (56676.680000 sec): 3 clusters
  Score: Raw -145928.647519 + Penalty 2361.945764 = -143566.701755
  nChanged 1
		SP:Iteration 23Q (56676.810000 sec): 3 clusters
  Score: Raw -145929.385831 + Penalty 2361.945764 = -143567.440067
  nChanged 0
		SP:Iteration 24F (56676.970000 sec): 3 clusters
  Score: Raw -145929.385831 + Penalty 2361.945764 = -143567.440067
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56677.090000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56677.240000 sec): 3 clusters
  Score: Raw -134471.362590 + Penalty 2289.026973 = -132182.335618
  nChanged 335
		SP:Iteration 1F (56677.400000 sec): 3 clusters
  Score: Raw -134733.933290 + Penalty 2289.026973 = -132444.906317
  nChanged 85
		SP:Iteration 2F (56677.540000 sec): 3 clusters
  Score: Raw -134822.786793 + Penalty 2289.026973 = -132533.759821
  nChanged 55
		SP:Iteration 3Q (56677.730000 sec): 3 clusters
  Score: Raw -134884.255426 + Penalty 2289.026973 = -132595.228453
  nChanged 44
		SP:Iteration 4Q (56677.890000 sec): 3 clusters
  Score: Raw -134934.660535 + Penalty 2289.026973 = -132645.633562
  nChanged 32
		SP:Iteration 5Q (56678.080000 sec): 3 clusters
  Score: Raw -134960.747311 + Penalty 2289.026973 = -132671.720338
  nChanged 22
		SP:Iteration 6Q (56678.240000 sec): 3 clusters
  Score: Raw -134986.779502 + Penalty 2289.026973 = -132697.752530
  nChanged 25
		SP:Iteration 7Q (56678.460000 sec): 3 clusters
  Score: Raw -135003.362385 + Penalty 2289.026973 = -132714.335413
  nChanged 9
		SP:Iteration 8Q (56678.590000 sec): 3 clusters
  Score: Raw -135010.712806 + Penalty 2289.026973 = -132721.685833
  nChanged 4
		SP:Iteration 9Q (56678.760000 sec): 3 clusters
  Score: Raw -135014.313695 + Penalty 2289.026973 = -132725.286722
  nChanged 6
		SP:Iteration 10Q (56678.930000 sec): 3 clusters
  Score: Raw -135019.073494 + Penalty 2289.026973 = -132730.046521
  nChanged 5
		SP:Iteration 11Q (56679.120000 sec): 3 clusters
  Score: Raw -135026.618004 + Penalty 2289.026973 = -132737.591031
  nChanged 4
		SP:Iteration 12Q (56679.280000 sec): 3 clusters
  Score: Raw -135031.345763 + Penalty 2289.026973 = -132742.318790
  nChanged 2
		SP:Iteration 13Q (56679.510000 sec): 3 clusters
  Score: Raw -135033.022045 + Penalty 2289.026973 = -132743.995072
  nChanged 2
		SP:Iteration 14Q (56679.650000 sec): 3 clusters
  Score: Raw -135033.748376 + Penalty 2289.026973 = -132744.721403
  nChanged 3
		SP:Iteration 15Q (56679.860000 sec): 3 clusters
  Score: Raw -135034.475732 + Penalty 2289.026973 = -132745.448760
  nChanged 1
		SP:Iteration 16Q (56680.010000 sec): 3 clusters
  Score: Raw -135034.698936 + Penalty 2289.026973 = -132745.671964
  nChanged 0
		SP:Iteration 17F (56680.200000 sec): 3 clusters
  Score: Raw -135034.698936 + Penalty 2289.026973 = -132745.671964
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56680.310000 sec): 2 clusters
  Score: Raw -730343.169634 + Penalty 1417.657271 = -728925.512363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56680.530000 sec): 3 clusters
  Score: Raw -727084.046164 + Penalty 2835.314542 = -724248.731621
  nChanged 2493
		SP:Iteration 1F (56680.730000 sec): 3 clusters
  Score: Raw -728494.143443 + Penalty 2835.314542 = -725658.828901
  nChanged 396
		SP:Iteration 2F (56680.960000 sec): 3 clusters
  Score: Raw -728675.546924 + Penalty 2835.314542 = -725840.232381
  nChanged 290
		SP:Iteration 3Q (56681.140000 sec): 3 clusters
  Score: Raw -728800.689599 + Penalty 2835.314542 = -725965.375057
  nChanged 241
		SP:Iteration 4Q (56681.320000 sec): 3 clusters
  Score: Raw -728909.120696 + Penalty 2835.314542 = -726073.806154
  nChanged 212
		SP:Iteration 5Q (56681.550000 sec): 3 clusters
  Score: Raw -729011.754008 + Penalty 2835.314542 = -726176.439466
  nChanged 203
		SP:Iteration 6Q (56681.720000 sec): 3 clusters
  Score: Raw -729117.769734 + Penalty 2835.314542 = -726282.455192
  nChanged 219
		SP:Iteration 7Q (56681.930000 sec): 3 clusters
  Score: Raw -729237.249410 + Penalty 2835.314542 = -726401.934867
  nChanged 219
		SP:Iteration 8Q (56682.110000 sec): 3 clusters
  Score: Raw -729371.418141 + Penalty 2835.314542 = -726536.103599
  nChanged 242
		SP:Iteration 9Q (56682.290000 sec): 3 clusters
  Score: Raw -729535.918575 + Penalty 2835.314542 = -726700.604033
  nChanged 245
		SP:Iteration 10Q (56682.490000 sec): 3 clusters
  Score: Raw -729701.858054 + Penalty 2835.314542 = -726866.543512
  nChanged 250
		SP:Iteration 11Q (56682.630000 sec): 3 clusters
  Score: Raw -729869.607076 + Penalty 2835.314542 = -727034.292534
  nChanged 214
		SP:Iteration 12Q (56682.860000 sec): 3 clusters
  Score: Raw -730020.619450 + Penalty 2835.314542 = -727185.304908
  nChanged 196
		SP:Iteration 13Q (56683.050000 sec): 3 clusters
  Score: Raw -730143.994722 + Penalty 2835.314542 = -727308.680179
  nChanged 162
		SP:Iteration 14Q (56683.270000 sec): 3 clusters
  Score: Raw -730249.939539 + Penalty 2835.314542 = -727414.624997
  nChanged 160
		SP:Iteration 15Q (56683.430000 sec): 3 clusters
  Score: Raw -730355.353577 + Penalty 2835.314542 = -727520.039034
  nChanged 113
		SP:Iteration 16Q (56683.630000 sec): 3 clusters
  Score: Raw -730428.903331 + Penalty 2835.314542 = -727593.588789
  nChanged 97
		SP:Iteration 17Q (56683.810000 sec): 3 clusters
  Score: Raw -730484.216555 + Penalty 2835.314542 = -727648.902013
  nChanged 72
		SP:Iteration 18Q (56684.000000 sec): 3 clusters
  Score: Raw -730527.616859 + Penalty 2835.314542 = -727692.302317
  nChanged 60
		SP:Iteration 19Q (56684.180000 sec): 3 clusters
  Score: Raw -730555.780603 + Penalty 2835.314542 = -727720.466061
  nChanged 52
		SP:Iteration 20F (56684.390000 sec): 3 clusters
  Score: Raw -730579.537550 + Penalty 2835.314542 = -727744.223008
  nChanged 36
		SP:Iteration 21Q (56684.560000 sec): 3 clusters
  Score: Raw -730596.707410 + Penalty 2835.314542 = -727761.392868
  nChanged 31
		SP:Iteration 22Q (56684.790000 sec): 3 clusters
  Score: Raw -730613.447421 + Penalty 2835.314542 = -727778.132878
  nChanged 33
		SP:Iteration 23Q (56684.950000 sec): 3 clusters
  Score: Raw -730629.665837 + Penalty 2835.314542 = -727794.351295
  nChanged 29
		SP:Iteration 24Q (56685.120000 sec): 3 clusters
  Score: Raw -730645.644626 + Penalty 2835.314542 = -727810.330084
  nChanged 19
		SP:Iteration 25Q (56685.320000 sec): 3 clusters
  Score: Raw -730652.585142 + Penalty 2835.314542 = -727817.270600
  nChanged 10
		SP:Iteration 26Q (56685.480000 sec): 3 clusters
  Score: Raw -730656.499923 + Penalty 2835.314542 = -727821.185381
  nChanged 6
		SP:Iteration 27Q (56685.680000 sec): 3 clusters
  Score: Raw -730658.486596 + Penalty 2835.314542 = -727823.172053
  nChanged 7
		SP:Iteration 28Q (56685.870000 sec): 3 clusters
  Score: Raw -730661.311505 + Penalty 2835.314542 = -727825.996962
  nChanged 7
		SP:Iteration 29Q (56686.050000 sec): 3 clusters
  Score: Raw -730663.641845 + Penalty 2835.314542 = -727828.327302
  nChanged 5
		SP:Iteration 30Q (56686.220000 sec): 3 clusters
  Score: Raw -730665.351837 + Penalty 2835.314542 = -727830.037294
  nChanged 5
		SP:Iteration 31Q (56686.420000 sec): 3 clusters
  Score: Raw -730668.330903 + Penalty 2835.314542 = -727833.016361
  nChanged 7
		SP:Iteration 32Q (56686.620000 sec): 3 clusters
  Score: Raw -730671.317356 + Penalty 2835.314542 = -727836.002814
  nChanged 9
		SP:Iteration 33Q (56686.830000 sec): 3 clusters
  Score: Raw -730674.703191 + Penalty 2835.314542 = -727839.388648
  nChanged 7
		SP:Iteration 34Q (56687.050000 sec): 3 clusters
  Score: Raw -730677.084309 + Penalty 2835.314542 = -727841.769766
  nChanged 8
		SP:Iteration 35Q (56687.220000 sec): 3 clusters
  Score: Raw -730680.041560 + Penalty 2835.314542 = -727844.727017
  nChanged 7
		SP:Iteration 36Q (56687.380000 sec): 3 clusters
  Score: Raw -730682.869875 + Penalty 2835.314542 = -727847.555333
  nChanged 9
		SP:Iteration 37Q (56687.580000 sec): 3 clusters
  Score: Raw -730686.548933 + Penalty 2835.314542 = -727851.234391
  nChanged 10
		SP:Iteration 38Q (56687.760000 sec): 3 clusters
  Score: Raw -730691.083434 + Penalty 2835.314542 = -727855.768891
  nChanged 11
		SP:Iteration 39Q (56687.920000 sec): 3 clusters
  Score: Raw -730696.091320 + Penalty 2835.314542 = -727860.776778
  nChanged 9
		SP:Iteration 40F (56688.060000 sec): 3 clusters
  Score: Raw -730699.925339 + Penalty 2835.314542 = -727864.610796
  nChanged 12
		SP:Iteration 41Q (56688.250000 sec): 3 clusters
  Score: Raw -730704.316132 + Penalty 2835.314542 = -727869.001589
  nChanged 6
		SP:Iteration 42Q (56688.430000 sec): 3 clusters
  Score: Raw -730706.756381 + Penalty 2835.314542 = -727871.441838
  nChanged 8
		SP:Iteration 43Q (56688.620000 sec): 3 clusters
  Score: Raw -730711.738687 + Penalty 2835.314542 = -727876.424145
  nChanged 8
		SP:Iteration 44Q (56688.850000 sec): 3 clusters
  Score: Raw -730716.276746 + Penalty 2835.314542 = -727880.962203
  nChanged 12
		SP:Iteration 45Q (56689.020000 sec): 3 clusters
  Score: Raw -730725.020059 + Penalty 2835.314542 = -727889.705517
  nChanged 12
		SP:Iteration 46Q (56689.180000 sec): 3 clusters
  Score: Raw -730732.803496 + Penalty 2835.314542 = -727897.488953
  nChanged 14
		SP:Iteration 47Q (56689.370000 sec): 3 clusters
  Score: Raw -730740.979897 + Penalty 2835.314542 = -727905.665354
  nChanged 7
		SP:Iteration 48Q (56689.540000 sec): 3 clusters
  Score: Raw -730745.603397 + Penalty 2835.314542 = -727910.288855
  nChanged 7
		SP:Iteration 49Q (56689.770000 sec): 3 clusters
  Score: Raw -730748.834271 + Penalty 2835.314542 = -727913.519729
  nChanged 7
		SP:Iteration 50Q (56689.940000 sec): 3 clusters
  Score: Raw -730751.534288 + Penalty 2835.314542 = -727916.219746
  nChanged 5
		SP:Iteration 51Q (56690.160000 sec): 3 clusters
  Score: Raw -730754.489026 + Penalty 2835.314542 = -727919.174483
  nChanged 4
		SP:Iteration 52Q (56690.350000 sec): 3 clusters
  Score: Raw -730756.914763 + Penalty 2835.314542 = -727921.600220
  nChanged 2
		SP:Iteration 53Q (56690.520000 sec): 3 clusters
  Score: Raw -730758.687499 + Penalty 2835.314542 = -727923.372956
  nChanged 3
		SP:Iteration 54Q (56690.720000 sec): 3 clusters
  Score: Raw -730760.696464 + Penalty 2835.314542 = -727925.381922
  nChanged 3
		SP:Iteration 55Q (56690.890000 sec): 3 clusters
  Score: Raw -730763.135933 + Penalty 2835.314542 = -727927.821390
  nChanged 2
		SP:Iteration 56Q (56691.110000 sec): 3 clusters
  Score: Raw -730764.711362 + Penalty 2835.314542 = -727929.396820
  nChanged 4
		SP:Iteration 57Q (56691.280000 sec): 3 clusters
  Score: Raw -730766.105003 + Penalty 2835.314542 = -727930.790461
  nChanged 5
		SP:Iteration 58Q (56691.500000 sec): 3 clusters
  Score: Raw -730767.824125 + Penalty 2835.314542 = -727932.509582
  nChanged 0
		SP:Iteration 59F (56691.660000 sec): 3 clusters
  Score: Raw -730767.824125 + Penalty 2835.314542 = -727932.509582
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56691.800000 sec): 2 clusters
  Score: Raw -163874.774304 + Penalty 1181.086241 = -162693.688063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56691.990000 sec): 3 clusters
  Score: Raw -163356.175005 + Penalty 2362.172482 = -160994.002523
  nChanged 470
		SP:Iteration 1F (56692.160000 sec): 3 clusters
  Score: Raw -163749.368953 + Penalty 2362.172482 = -161387.196471
  nChanged 120
		SP:Iteration 2F (56692.330000 sec): 3 clusters
  Score: Raw -163916.038294 + Penalty 2362.172482 = -161553.865812
  nChanged 101
		SP:Iteration 3F (56692.530000 sec): 3 clusters
  Score: Raw -164042.108632 + Penalty 2362.172482 = -161679.936150
  nChanged 67
		SP:Iteration 4Q (56692.680000 sec): 3 clusters
  Score: Raw -164148.440788 + Penalty 2362.172482 = -161786.268306
  nChanged 70
		SP:Iteration 5Q (56692.840000 sec): 3 clusters
  Score: Raw -164249.209950 + Penalty 2362.172482 = -161887.037468
  nChanged 60
		SP:Iteration 6Q (56693.040000 sec): 3 clusters
  Score: Raw -164342.500893 + Penalty 2362.172482 = -161980.328412
  nChanged 59
		SP:Iteration 7Q (56693.230000 sec): 3 clusters
  Score: Raw -164423.145954 + Penalty 2362.172482 = -162060.973472
  nChanged 56
		SP:Iteration 8Q (56693.430000 sec): 3 clusters
  Score: Raw -164488.456888 + Penalty 2362.172482 = -162126.284406
  nChanged 40
		SP:Iteration 9Q (56693.590000 sec): 3 clusters
  Score: Raw -164531.905818 + Penalty 2362.172482 = -162169.733336
  nChanged 28
		SP:Iteration 10Q (56693.780000 sec): 3 clusters
  Score: Raw -164559.863104 + Penalty 2362.172482 = -162197.690622
  nChanged 22
		SP:Iteration 11Q (56693.950000 sec): 3 clusters
  Score: Raw -164586.445806 + Penalty 2362.172482 = -162224.273324
  nChanged 15
		SP:Iteration 12Q (56694.130000 sec): 3 clusters
  Score: Raw -164598.635007 + Penalty 2362.172482 = -162236.462525
  nChanged 13
		SP:Iteration 13Q (56694.300000 sec): 3 clusters
  Score: Raw -164612.321654 + Penalty 2362.172482 = -162250.149172
  nChanged 10
		SP:Iteration 14Q (56694.480000 sec): 3 clusters
  Score: Raw -164622.576679 + Penalty 2362.172482 = -162260.404197
  nChanged 9
		SP:Iteration 15Q (56694.660000 sec): 3 clusters
  Score: Raw -164631.977454 + Penalty 2362.172482 = -162269.804972
  nChanged 14
		SP:Iteration 16Q (56694.820000 sec): 3 clusters
  Score: Raw -164643.515295 + Penalty 2362.172482 = -162281.342813
  nChanged 14
		SP:Iteration 17Q (56695.020000 sec): 3 clusters
  Score: Raw -164660.680499 + Penalty 2362.172482 = -162298.508018
  nChanged 15
		SP:Iteration 18Q (56695.180000 sec): 3 clusters
  Score: Raw -164679.056349 + Penalty 2362.172482 = -162316.883867
  nChanged 18
		SP:Iteration 19Q (56695.330000 sec): 3 clusters
  Score: Raw -164695.183789 + Penalty 2362.172482 = -162333.011307
  nChanged 13
		SP:Iteration 20F (56695.520000 sec): 3 clusters
  Score: Raw -164709.775606 + Penalty 2362.172482 = -162347.603124
  nChanged 14
		SP:Iteration 21Q (56695.680000 sec): 3 clusters
  Score: Raw -164725.099284 + Penalty 2362.172482 = -162362.926802
  nChanged 9
		SP:Iteration 22Q (56695.840000 sec): 3 clusters
  Score: Raw -164732.062262 + Penalty 2362.172482 = -162369.889780
  nChanged 10
		SP:Iteration 23Q (56696.030000 sec): 3 clusters
  Score: Raw -164738.908921 + Penalty 2362.172482 = -162376.736439
  nChanged 5
		SP:Iteration 24Q (56696.180000 sec): 3 clusters
  Score: Raw -164743.562752 + Penalty 2362.172482 = -162381.390270
  nChanged 9
		SP:Iteration 25Q (56696.380000 sec): 3 clusters
  Score: Raw -164751.633167 + Penalty 2362.172482 = -162389.460685
  nChanged 13
		SP:Iteration 26Q (56696.540000 sec): 3 clusters
  Score: Raw -164761.219952 + Penalty 2362.172482 = -162399.047470
  nChanged 11
		SP:Iteration 27Q (56696.690000 sec): 3 clusters
  Score: Raw -164769.763100 + Penalty 2362.172482 = -162407.590618
  nChanged 6
		SP:Iteration 28Q (56696.880000 sec): 3 clusters
  Score: Raw -164772.605102 + Penalty 2362.172482 = -162410.432620
  nChanged 3
		SP:Iteration 29Q (56697.030000 sec): 3 clusters
  Score: Raw -164774.932518 + Penalty 2362.172482 = -162412.760036
  nChanged 3
		SP:Iteration 30Q (56697.200000 sec): 3 clusters
  Score: Raw -164778.479956 + Penalty 2362.172482 = -162416.307474
  nChanged 5
		SP:Iteration 31Q (56697.400000 sec): 3 clusters
  Score: Raw -164781.230767 + Penalty 2362.172482 = -162419.058285
  nChanged 2
		SP:Iteration 32Q (56697.560000 sec): 3 clusters
  Score: Raw -164781.726714 + Penalty 2362.172482 = -162419.554232
  nChanged 0
		SP:Iteration 33F (56697.740000 sec): 3 clusters
  Score: Raw -164781.726714 + Penalty 2362.172482 = -162419.554232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56697.880000 sec): 2 clusters
  Score: Raw -1452643.502905 + Penalty 1527.951305 = -1451115.551600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56698.120000 sec): 3 clusters
  Score: Raw -1445694.862761 + Penalty 3055.902610 = -1442638.960151
  nChanged 5234
		SP:Iteration 1F (56698.320000 sec): 3 clusters
  Score: Raw -1448619.679817 + Penalty 3055.902610 = -1445563.777207
  nChanged 825
		SP:Iteration 2F (56698.580000 sec): 3 clusters
  Score: Raw -1449106.411176 + Penalty 3055.902610 = -1446050.508566
  nChanged 814
		SP:Iteration 3F (56698.800000 sec): 3 clusters
  Score: Raw -1449653.755156 + Penalty 3055.902610 = -1446597.852545
  nChanged 842
		SP:Iteration 4F (56699.040000 sec): 3 clusters
  Score: Raw -1450194.430878 + Penalty 3055.902610 = -1447138.528267
  nChanged 779
		SP:Iteration 5F (56699.260000 sec): 3 clusters
  Score: Raw -1450673.414347 + Penalty 3055.902610 = -1447617.511736
  nChanged 664
		SP:Iteration 6F (56699.490000 sec): 3 clusters
  Score: Raw -1451022.862845 + Penalty 3055.902610 = -1447966.960235
  nChanged 502
		SP:Iteration 7Q (56699.660000 sec): 3 clusters
  Score: Raw -1451258.735923 + Penalty 3055.902610 = -1448202.833313
  nChanged 405
		SP:Iteration 8Q (56699.860000 sec): 3 clusters
  Score: Raw -1451433.948406 + Penalty 3055.902610 = -1448378.045796
  nChanged 335
		SP:Iteration 9Q (56700.100000 sec): 3 clusters
  Score: Raw -1451559.305457 + Penalty 3055.902610 = -1448503.402846
  nChanged 253
		SP:Iteration 10Q (56700.320000 sec): 3 clusters
  Score: Raw -1451638.985711 + Penalty 3055.902610 = -1448583.083101
  nChanged 206
		SP:Iteration 11Q (56700.540000 sec): 3 clusters
  Score: Raw -1451696.499955 + Penalty 3055.902610 = -1448640.597345
  nChanged 153
		SP:Iteration 12Q (56700.740000 sec): 3 clusters
  Score: Raw -1451731.054648 + Penalty 3055.902610 = -1448675.152038
  nChanged 119
		SP:Iteration 13Q (56700.930000 sec): 3 clusters
  Score: Raw -1451757.285383 + Penalty 3055.902610 = -1448701.382773
  nChanged 100
		SP:Iteration 14Q (56701.160000 sec): 3 clusters
  Score: Raw -1451776.063330 + Penalty 3055.902610 = -1448720.160720
  nChanged 91
		SP:Iteration 15Q (56701.360000 sec): 3 clusters
  Score: Raw -1451794.144842 + Penalty 3055.902610 = -1448738.242232
  nChanged 85
		SP:Iteration 16Q (56701.620000 sec): 3 clusters
  Score: Raw -1451810.282109 + Penalty 3055.902610 = -1448754.379498
  nChanged 79
		SP:Iteration 17Q (56701.790000 sec): 3 clusters
  Score: Raw -1451826.552325 + Penalty 3055.902610 = -1448770.649715
  nChanged 80
		SP:Iteration 18Q (56701.980000 sec): 3 clusters
  Score: Raw -1451842.247016 + Penalty 3055.902610 = -1448786.344405
  nChanged 69
		SP:Iteration 19Q (56702.220000 sec): 3 clusters
  Score: Raw -1451857.332937 + Penalty 3055.902610 = -1448801.430327
  nChanged 74
		SP:Iteration 20F (56702.480000 sec): 3 clusters
  Score: Raw -1451873.229868 + Penalty 3055.902610 = -1448817.327257
  nChanged 72
		SP:Iteration 21Q (56702.660000 sec): 3 clusters
  Score: Raw -1451889.129191 + Penalty 3055.902610 = -1448833.226581
  nChanged 82
		SP:Iteration 22Q (56702.910000 sec): 3 clusters
  Score: Raw -1451908.978607 + Penalty 3055.902610 = -1448853.075996
  nChanged 89
		SP:Iteration 23Q (56703.140000 sec): 3 clusters
  Score: Raw -1451934.120889 + Penalty 3055.902610 = -1448878.218279
  nChanged 100
		SP:Iteration 24Q (56703.370000 sec): 3 clusters
  Score: Raw -1451966.992590 + Penalty 3055.902610 = -1448911.089980
  nChanged 113
		SP:Iteration 25Q (56703.600000 sec): 3 clusters
  Score: Raw -1452005.347551 + Penalty 3055.902610 = -1448949.444940
  nChanged 109
		SP:Iteration 26Q (56703.810000 sec): 3 clusters
  Score: Raw -1452043.175363 + Penalty 3055.902610 = -1448987.272753
  nChanged 113
		SP:Iteration 27Q (56704.070000 sec): 3 clusters
  Score: Raw -1452091.471738 + Penalty 3055.902610 = -1449035.569127
  nChanged 127
		SP:Iteration 28Q (56704.260000 sec): 3 clusters
  Score: Raw -1452151.837466 + Penalty 3055.902610 = -1449095.934856
  nChanged 142
		SP:Iteration 29Q (56704.480000 sec): 3 clusters
  Score: Raw -1452234.528747 + Penalty 3055.902610 = -1449178.626137
  nChanged 163
		SP:Iteration 30Q (56704.730000 sec): 3 clusters
  Score: Raw -1452348.638228 + Penalty 3055.902610 = -1449292.735618
  nChanged 171
		SP:Iteration 31Q (56704.970000 sec): 3 clusters
  Score: Raw -1452504.718797 + Penalty 3055.902610 = -1449448.816187
  nChanged 177
		SP:Iteration 32Q (56705.150000 sec): 3 clusters
  Score: Raw -1452634.230624 + Penalty 3055.902610 = -1449578.328014
  nChanged 157
		SP:Iteration 33Q (56705.380000 sec): 3 clusters
  Score: Raw -1452737.696196 + Penalty 3055.902610 = -1449681.793585
  nChanged 156
		SP:Iteration 34Q (56705.590000 sec): 3 clusters
  Score: Raw -1452842.835560 + Penalty 3055.902610 = -1449786.932950
  nChanged 143
		SP:Iteration 35Q (56705.840000 sec): 3 clusters
  Score: Raw -1452927.456628 + Penalty 3055.902610 = -1449871.554017
  nChanged 96
		SP:Iteration 36Q (56706.030000 sec): 3 clusters
  Score: Raw -1452971.481883 + Penalty 3055.902610 = -1449915.579272
  nChanged 81
		SP:Iteration 37Q (56706.240000 sec): 3 clusters
  Score: Raw -1453005.192111 + Penalty 3055.902610 = -1449949.289501
  nChanged 70
		SP:Iteration 38Q (56706.450000 sec): 3 clusters
  Score: Raw -1453028.366995 + Penalty 3055.902610 = -1449972.464384
  nChanged 51
		SP:Iteration 39Q (56706.710000 sec): 3 clusters
  Score: Raw -1453048.130960 + Penalty 3055.902610 = -1449992.228350
  nChanged 50
		SP:Iteration 40F (56706.920000 sec): 3 clusters
  Score: Raw -1453066.883029 + Penalty 3055.902610 = -1450010.980419
  nChanged 52
		SP:Iteration 41Q (56707.120000 sec): 3 clusters
  Score: Raw -1453084.724895 + Penalty 3055.902610 = -1450028.822285
  nChanged 35
		SP:Iteration 42Q (56707.340000 sec): 3 clusters
  Score: Raw -1453095.161872 + Penalty 3055.902610 = -1450039.259262
  nChanged 31
		SP:Iteration 43Q (56707.590000 sec): 3 clusters
  Score: Raw -1453104.860183 + Penalty 3055.902610 = -1450048.957572
  nChanged 33
		SP:Iteration 44Q (56707.780000 sec): 3 clusters
  Score: Raw -1453114.349399 + Penalty 3055.902610 = -1450058.446788
  nChanged 27
		SP:Iteration 45Q (56708.000000 sec): 3 clusters
  Score: Raw -1453121.717657 + Penalty 3055.902610 = -1450065.815046
  nChanged 17
		SP:Iteration 46Q (56708.260000 sec): 3 clusters
  Score: Raw -1453125.759436 + Penalty 3055.902610 = -1450069.856826
  nChanged 17
		SP:Iteration 47Q (56708.470000 sec): 3 clusters
  Score: Raw -1453131.613454 + Penalty 3055.902610 = -1450075.710844
  nChanged 24
		SP:Iteration 48Q (56708.680000 sec): 3 clusters
  Score: Raw -1453138.300975 + Penalty 3055.902610 = -1450082.398364
  nChanged 13
		SP:Iteration 49Q (56708.870000 sec): 3 clusters
  Score: Raw -1453142.148411 + Penalty 3055.902610 = -1450086.245801
  nChanged 10
		SP:Iteration 50Q (56709.120000 sec): 3 clusters
  Score: Raw -1453144.152664 + Penalty 3055.902610 = -1450088.250054
  nChanged 9
		SP:Iteration 51Q (56709.330000 sec): 3 clusters
  Score: Raw -1453145.863468 + Penalty 3055.902610 = -1450089.960858
  nChanged 6
		SP:Iteration 52Q (56709.540000 sec): 3 clusters
  Score: Raw -1453146.950764 + Penalty 3055.902610 = -1450091.048153
  nChanged 5
		SP:Iteration 53Q (56709.730000 sec): 3 clusters
  Score: Raw -1453148.227381 + Penalty 3055.902610 = -1450092.324771
  nChanged 5
		SP:Iteration 54Q (56709.990000 sec): 3 clusters
  Score: Raw -1453149.328743 + Penalty 3055.902610 = -1450093.426133
  nChanged 8
		SP:Iteration 55Q (56710.170000 sec): 3 clusters
  Score: Raw -1453150.551526 + Penalty 3055.902610 = -1450094.648916
  nChanged 10
		SP:Iteration 56Q (56710.360000 sec): 3 clusters
  Score: Raw -1453153.225668 + Penalty 3055.902610 = -1450097.323058
  nChanged 12
		SP:Iteration 57Q (56710.560000 sec): 3 clusters
  Score: Raw -1453155.873780 + Penalty 3055.902610 = -1450099.971170
  nChanged 11
		SP:Iteration 58Q (56710.760000 sec): 3 clusters
  Score: Raw -1453158.278879 + Penalty 3055.902610 = -1450102.376268
  nChanged 11
		SP:Iteration 59Q (56711.010000 sec): 3 clusters
  Score: Raw -1453161.006950 + Penalty 3055.902610 = -1450105.104340
  nChanged 12
		SP:Iteration 60F (56711.200000 sec): 3 clusters
  Score: Raw -1453163.293889 + Penalty 3055.902610 = -1450107.391279
  nChanged 13
		SP:Iteration 61Q (56711.410000 sec): 3 clusters
  Score: Raw -1453166.159190 + Penalty 3055.902610 = -1450110.256580
  nChanged 8
		SP:Iteration 62Q (56711.650000 sec): 3 clusters
  Score: Raw -1453168.954852 + Penalty 3055.902610 = -1450113.052241
  nChanged 10
		SP:Iteration 63Q (56711.850000 sec): 3 clusters
  Score: Raw -1453170.941153 + Penalty 3055.902610 = -1450115.038543
  nChanged 6
		SP:Iteration 64Q (56712.010000 sec): 3 clusters
  Score: Raw -1453171.905487 + Penalty 3055.902610 = -1450116.002877
  nChanged 3
		SP:Iteration 65Q (56712.210000 sec): 3 clusters
  Score: Raw -1453172.248508 + Penalty 3055.902610 = -1450116.345897
  nChanged 0
		SP:Iteration 66F (56712.430000 sec): 3 clusters
  Score: Raw -1453172.248508 + Penalty 3055.902610 = -1450116.345897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56712.530000 sec): 2 clusters
  Score: Raw -100162.395367 + Penalty 1105.389149 = -99057.006218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56712.740000 sec): 3 clusters
  Score: Raw -99913.428456 + Penalty 2210.778298 = -97702.650158
  nChanged 270
		SP:Iteration 1F (56712.920000 sec): 3 clusters
  Score: Raw -100205.478425 + Penalty 2210.778298 = -97994.700127
  nChanged 70
		SP:Iteration 2F (56713.080000 sec): 3 clusters
  Score: Raw -100334.253092 + Penalty 2210.778298 = -98123.474794
  nChanged 55
		SP:Iteration 3F (56713.270000 sec): 3 clusters
  Score: Raw -100449.659157 + Penalty 2210.778298 = -98238.880859
  nChanged 59
		SP:Iteration 4F (56713.420000 sec): 3 clusters
  Score: Raw -100589.928185 + Penalty 2210.778298 = -98379.149886
  nChanged 52
		SP:Iteration 5F (56713.610000 sec): 3 clusters
  Score: Raw -100721.391788 + Penalty 2210.778298 = -98510.613490
  nChanged 36
		SP:Iteration 6Q (56713.770000 sec): 3 clusters
  Score: Raw -100808.191927 + Penalty 2210.778298 = -98597.413629
  nChanged 30
		SP:Iteration 7Q (56713.990000 sec): 3 clusters
  Score: Raw -100881.660571 + Penalty 2210.778298 = -98670.882273
  nChanged 22
		SP:Iteration 8Q (56714.150000 sec): 3 clusters
  Score: Raw -100951.210478 + Penalty 2210.778298 = -98740.432180
  nChanged 16
		SP:Iteration 9Q (56714.350000 sec): 3 clusters
  Score: Raw -100981.175118 + Penalty 2210.778298 = -98770.396820
  nChanged 12
		SP:Iteration 10Q (56714.520000 sec): 3 clusters
  Score: Raw -101004.423857 + Penalty 2210.778298 = -98793.645559
  nChanged 10
		SP:Iteration 11Q (56714.670000 sec): 3 clusters
  Score: Raw -101047.573449 + Penalty 2210.778298 = -98836.795151
  nChanged 9
		SP:Iteration 12Q (56714.860000 sec): 3 clusters
  Score: Raw -101064.063179 + Penalty 2210.778298 = -98853.284881
  nChanged 3
		SP:Iteration 13Q (56715.040000 sec): 3 clusters
  Score: Raw -101068.549064 + Penalty 2210.778298 = -98857.770766
  nChanged 3
		SP:Iteration 14Q (56715.230000 sec): 3 clusters
  Score: Raw -101075.044312 + Penalty 2210.778298 = -98864.266014
  nChanged 0
		SP:Iteration 15F (56715.380000 sec): 3 clusters
  Score: Raw -101075.044312 + Penalty 2210.778298 = -98864.266014
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56715.510000 sec): 2 clusters
  Score: Raw -537495.470831 + Penalty 1367.751250 = -536127.719581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56715.710000 sec): 3 clusters
  Score: Raw -535215.282992 + Penalty 2735.502500 = -532479.780492
  nChanged 1807
		SP:Iteration 1F (56715.860000 sec): 3 clusters
  Score: Raw -536236.219222 + Penalty 2735.502500 = -533500.716722
  nChanged 330
		SP:Iteration 2F (56716.010000 sec): 3 clusters
  Score: Raw -536452.916910 + Penalty 2735.502500 = -533717.414410
  nChanged 282
		SP:Iteration 3F (56716.240000 sec): 3 clusters
  Score: Raw -536641.986119 + Penalty 2735.502500 = -533906.483619
  nChanged 218
		SP:Iteration 4Q (56716.420000 sec): 3 clusters
  Score: Raw -536789.133456 + Penalty 2735.502500 = -534053.630956
  nChanged 189
		SP:Iteration 5Q (56716.590000 sec): 3 clusters
  Score: Raw -536910.301062 + Penalty 2735.502500 = -534174.798562
  nChanged 187
		SP:Iteration 6Q (56716.800000 sec): 3 clusters
  Score: Raw -537037.788605 + Penalty 2735.502500 = -534302.286105
  nChanged 171
		SP:Iteration 7Q (56716.970000 sec): 3 clusters
  Score: Raw -537144.573830 + Penalty 2735.502500 = -534409.071330
  nChanged 146
		SP:Iteration 8Q (56717.160000 sec): 3 clusters
  Score: Raw -537241.841611 + Penalty 2735.502500 = -534506.339111
  nChanged 147
		SP:Iteration 9Q (56717.330000 sec): 3 clusters
  Score: Raw -537320.747472 + Penalty 2735.502500 = -534585.244972
  nChanged 113
		SP:Iteration 10Q (56717.570000 sec): 3 clusters
  Score: Raw -537391.742653 + Penalty 2735.502500 = -534656.240153
  nChanged 118
		SP:Iteration 11Q (56717.770000 sec): 3 clusters
  Score: Raw -537463.230568 + Penalty 2735.502500 = -534727.728068
  nChanged 103
		SP:Iteration 12Q (56717.950000 sec): 3 clusters
  Score: Raw -537525.104507 + Penalty 2735.502500 = -534789.602006
  nChanged 80
		SP:Iteration 13Q (56718.140000 sec): 3 clusters
  Score: Raw -537579.778513 + Penalty 2735.502500 = -534844.276013
  nChanged 77
		SP:Iteration 14Q (56718.330000 sec): 3 clusters
  Score: Raw -537632.336345 + Penalty 2735.502500 = -534896.833845
  nChanged 62
		SP:Iteration 15Q (56718.480000 sec): 3 clusters
  Score: Raw -537669.541596 + Penalty 2735.502500 = -534934.039096
  nChanged 52
		SP:Iteration 16Q (56718.700000 sec): 3 clusters
  Score: Raw -537700.221763 + Penalty 2735.502500 = -534964.719263
  nChanged 49
		SP:Iteration 17Q (56718.900000 sec): 3 clusters
  Score: Raw -537725.682763 + Penalty 2735.502500 = -534990.180263
  nChanged 48
		SP:Iteration 18Q (56719.060000 sec): 3 clusters
  Score: Raw -537754.283154 + Penalty 2735.502500 = -535018.780654
  nChanged 41
		SP:Iteration 19Q (56719.260000 sec): 3 clusters
  Score: Raw -537782.645796 + Penalty 2735.502500 = -535047.143296
  nChanged 44
		SP:Iteration 20F (56719.450000 sec): 3 clusters
  Score: Raw -537814.070709 + Penalty 2735.502500 = -535078.568209
  nChanged 44
		SP:Iteration 21Q (56719.660000 sec): 3 clusters
  Score: Raw -537850.738093 + Penalty 2735.502500 = -535115.235593
  nChanged 42
		SP:Iteration 22Q (56719.850000 sec): 3 clusters
  Score: Raw -537877.449077 + Penalty 2735.502500 = -535141.946577
  nChanged 34
		SP:Iteration 23Q (56720.010000 sec): 3 clusters
  Score: Raw -537898.286867 + Penalty 2735.502500 = -535162.784367
  nChanged 28
		SP:Iteration 24Q (56720.180000 sec): 3 clusters
  Score: Raw -537913.872321 + Penalty 2735.502500 = -535178.369821
  nChanged 22
		SP:Iteration 25Q (56720.400000 sec): 3 clusters
  Score: Raw -537926.164377 + Penalty 2735.502500 = -535190.661877
  nChanged 19
		SP:Iteration 26Q (56720.590000 sec): 3 clusters
  Score: Raw -537937.320889 + Penalty 2735.502500 = -535201.818389
  nChanged 14
		SP:Iteration 27Q (56720.770000 sec): 3 clusters
  Score: Raw -537944.899812 + Penalty 2735.502500 = -535209.397312
  nChanged 14
		SP:Iteration 28Q (56720.950000 sec): 3 clusters
  Score: Raw -537950.962598 + Penalty 2735.502500 = -535215.460098
  nChanged 9
		SP:Iteration 29Q (56721.140000 sec): 3 clusters
  Score: Raw -537955.510483 + Penalty 2735.502500 = -535220.007983
  nChanged 8
		SP:Iteration 30Q (56721.330000 sec): 3 clusters
  Score: Raw -537958.380684 + Penalty 2735.502500 = -535222.878184
  nChanged 3
		SP:Iteration 31Q (56721.500000 sec): 3 clusters
  Score: Raw -537958.808426 + Penalty 2735.502500 = -535223.305926
  nChanged 3
		SP:Iteration 32Q (56721.680000 sec): 3 clusters
  Score: Raw -537959.820072 + Penalty 2735.502500 = -535224.317572
  nChanged 5
		SP:Iteration 33Q (56721.890000 sec): 3 clusters
  Score: Raw -537961.690481 + Penalty 2735.502500 = -535226.187981
  nChanged 2
		SP:Iteration 34Q (56722.090000 sec): 3 clusters
  Score: Raw -537962.813643 + Penalty 2735.502500 = -535227.311143
  nChanged 4
		SP:Iteration 35Q (56722.270000 sec): 3 clusters
  Score: Raw -537964.505451 + Penalty 2735.502500 = -535229.002951
  nChanged 4
		SP:Iteration 36Q (56722.450000 sec): 3 clusters
  Score: Raw -537965.689386 + Penalty 2735.502500 = -535230.186886
  nChanged 1
		SP:Iteration 37Q (56722.660000 sec): 3 clusters
  Score: Raw -537965.778409 + Penalty 2735.502500 = -535230.275908
  nChanged 0
		SP:Iteration 38F (56722.830000 sec): 3 clusters
  Score: Raw -537965.778409 + Penalty 2735.502500 = -535230.275908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56722.910000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56723.080000 sec): 3 clusters
  Score: Raw -166864.793086 + Penalty 2363.755094 = -164501.037992
  nChanged 479
		SP:Iteration 1F (56723.250000 sec): 3 clusters
  Score: Raw -167232.296777 + Penalty 2363.755094 = -164868.541683
  nChanged 116
		SP:Iteration 2F (56723.410000 sec): 3 clusters
  Score: Raw -167328.896834 + Penalty 2363.755094 = -164965.141740
  nChanged 61
		SP:Iteration 3Q (56723.580000 sec): 3 clusters
  Score: Raw -167387.564578 + Penalty 2363.755094 = -165023.809484
  nChanged 56
		SP:Iteration 4Q (56723.700000 sec): 3 clusters
  Score: Raw -167486.807371 + Penalty 2363.755094 = -165123.052277
  nChanged 53
		SP:Iteration 5Q (56723.860000 sec): 3 clusters
  Score: Raw -167559.410019 + Penalty 2363.755094 = -165195.654925
  nChanged 64
		SP:Iteration 6Q (56724.020000 sec): 3 clusters
  Score: Raw -167631.037788 + Penalty 2363.755094 = -165267.282695
  nChanged 55
		SP:Iteration 7Q (56724.200000 sec): 3 clusters
  Score: Raw -167694.883632 + Penalty 2363.755094 = -165331.128538
  nChanged 48
		SP:Iteration 8Q (56724.350000 sec): 3 clusters
  Score: Raw -167760.613767 + Penalty 2363.755094 = -165396.858674
  nChanged 53
		SP:Iteration 9Q (56724.500000 sec): 3 clusters
  Score: Raw -167824.493481 + Penalty 2363.755094 = -165460.738388
  nChanged 48
		SP:Iteration 10Q (56724.660000 sec): 3 clusters
  Score: Raw -167877.551384 + Penalty 2363.755094 = -165513.796290
  nChanged 48
		SP:Iteration 11Q (56724.830000 sec): 3 clusters
  Score: Raw -167928.145478 + Penalty 2363.755094 = -165564.390384
  nChanged 44
		SP:Iteration 12Q (56725.000000 sec): 3 clusters
  Score: Raw -167976.108871 + Penalty 2363.755094 = -165612.353778
  nChanged 34
		SP:Iteration 13Q (56725.140000 sec): 3 clusters
  Score: Raw -168015.053943 + Penalty 2363.755094 = -165651.298850
  nChanged 30
		SP:Iteration 14Q (56725.320000 sec): 3 clusters
  Score: Raw -168052.251072 + Penalty 2363.755094 = -165688.495979
  nChanged 30
		SP:Iteration 15Q (56725.500000 sec): 3 clusters
  Score: Raw -168090.319534 + Penalty 2363.755094 = -165726.564441
  nChanged 20
		SP:Iteration 16Q (56725.650000 sec): 3 clusters
  Score: Raw -168114.513103 + Penalty 2363.755094 = -165750.758009
  nChanged 15
		SP:Iteration 17Q (56725.800000 sec): 3 clusters
  Score: Raw -168126.438932 + Penalty 2363.755094 = -165762.683838
  nChanged 9
		SP:Iteration 18Q (56725.940000 sec): 3 clusters
  Score: Raw -168131.625941 + Penalty 2363.755094 = -165767.870847
  nChanged 3
		SP:Iteration 19Q (56726.100000 sec): 3 clusters
  Score: Raw -168133.562499 + Penalty 2363.755094 = -165769.807406
  nChanged 1
		SP:Iteration 20F (56726.240000 sec): 3 clusters
  Score: Raw -168136.625841 + Penalty 2363.755094 = -165772.870748
  nChanged 3
		SP:Iteration 21Q (56726.390000 sec): 3 clusters
  Score: Raw -168143.128512 + Penalty 2363.755094 = -165779.373419
  nChanged 2
		SP:Iteration 22Q (56726.600000 sec): 3 clusters
  Score: Raw -168144.067903 + Penalty 2363.755094 = -165780.312809
  nChanged 0
		SP:Iteration 23F (56726.760000 sec): 3 clusters
  Score: Raw -168144.067903 + Penalty 2363.755094 = -165780.312809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56726.860000 sec): 2 clusters
  Score: Raw -9985.797274 + Penalty 854.342998 = -9131.454276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56727.050000 sec): 3 clusters
  Score: Raw -10234.852038 + Penalty 1708.685996 = -8526.166042
  nChanged 45
		SP:Iteration 1F (56727.200000 sec): 3 clusters
  Score: Raw -10407.295683 + Penalty 1708.685996 = -8698.609687
  nChanged 11
		SP:Iteration 2F (56727.350000 sec): 3 clusters
  Score: Raw -10509.679311 + Penalty 1708.685996 = -8800.993315
  nChanged 7
		SP:Iteration 3Q (56727.530000 sec): 3 clusters
  Score: Raw -10533.769428 + Penalty 1708.685996 = -8825.083432
  nChanged 6
		SP:Iteration 4Q (56727.740000 sec): 3 clusters
  Score: Raw -10554.705251 + Penalty 1708.685996 = -8846.019255
  nChanged 3
		SP:Iteration 5Q (56727.940000 sec): 3 clusters
  Score: Raw -10604.749778 + Penalty 1708.685996 = -8896.063782
  nChanged 2
		SP:Iteration 6Q (56728.070000 sec): 3 clusters
  Score: Raw -10620.538410 + Penalty 1708.685996 = -8911.852414
  nChanged 1
		SP:Iteration 7Q (56728.260000 sec): 3 clusters
  Score: Raw -10621.508083 + Penalty 1708.685996 = -8912.822088
  nChanged 0
		SP:Iteration 8F (56728.420000 sec): 3 clusters
  Score: Raw -10621.669669 + Penalty 1708.685996 = -8912.983674
  nChanged 1
		SP:Iteration 9Q (56728.590000 sec): 3 clusters
  Score: Raw -10636.882944 + Penalty 1708.685996 = -8928.196948
  nChanged 2
		SP:Iteration 10Q (56728.750000 sec): 3 clusters
  Score: Raw -10647.721702 + Penalty 1708.685996 = -8939.035706
  nChanged 2
		SP:Iteration 11Q (56728.900000 sec): 3 clusters
  Score: Raw -10661.326966 + Penalty 1708.685996 = -8952.640970
  nChanged 0
		SP:Iteration 12F (56729.080000 sec): 3 clusters
  Score: Raw -10661.326966 + Penalty 1708.685996 = -8952.640970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56729.190000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56729.380000 sec): 3 clusters
  Score: Raw -42232.370915 + Penalty 1938.163287 = -40294.207628
  nChanged 85
		SP:Iteration 1F (56729.560000 sec): 3 clusters
  Score: Raw -42376.238084 + Penalty 1938.163287 = -40438.074797
  nChanged 25
		SP:Iteration 2F (56729.700000 sec): 3 clusters
  Score: Raw -42421.104513 + Penalty 1938.163287 = -40482.941226
  nChanged 11
		SP:Iteration 3Q (56729.890000 sec): 3 clusters
  Score: Raw -42457.249950 + Penalty 1938.163287 = -40519.086663
  nChanged 12
		SP:Iteration 4Q (56730.050000 sec): 3 clusters
  Score: Raw -42483.502906 + Penalty 1938.163287 = -40545.339619
  nChanged 7
		SP:Iteration 5Q (56730.200000 sec): 3 clusters
  Score: Raw -42496.986598 + Penalty 1938.163287 = -40558.823311
  nChanged 7
		SP:Iteration 6Q (56730.380000 sec): 3 clusters
  Score: Raw -42514.229129 + Penalty 1938.163287 = -40576.065842
  nChanged 5
		SP:Iteration 7Q (56730.540000 sec): 3 clusters
  Score: Raw -42525.163677 + Penalty 1938.163287 = -40587.000390
  nChanged 2
		SP:Iteration 8Q (56730.720000 sec): 3 clusters
  Score: Raw -42535.504518 + Penalty 1938.163287 = -40597.341231
  nChanged 2
		SP:Iteration 9Q (56730.910000 sec): 3 clusters
  Score: Raw -42537.847645 + Penalty 1938.163287 = -40599.684358
  nChanged 0
		SP:Iteration 10F (56731.100000 sec): 3 clusters
  Score: Raw -42537.847645 + Penalty 1938.163287 = -40599.684358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56731.250000 sec): 2 clusters
  Score: Raw -2087729.508231 + Penalty 1585.213751 = -2086144.294480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56731.480000 sec): 3 clusters
  Score: Raw -2077449.805270 + Penalty 3170.427501 = -2074279.377769
  nChanged 7743
		SP:Iteration 1F (56731.760000 sec): 3 clusters
  Score: Raw -2081642.786595 + Penalty 3170.427501 = -2078472.359093
  nChanged 908
		SP:Iteration 2F (56732.020000 sec): 3 clusters
  Score: Raw -2081964.678115 + Penalty 3170.427501 = -2078794.250613
  nChanged 778
		SP:Iteration 3Q (56732.240000 sec): 3 clusters
  Score: Raw -2082237.368327 + Penalty 3170.427501 = -2079066.940825
  nChanged 677
		SP:Iteration 4Q (56732.500000 sec): 3 clusters
  Score: Raw -2082466.801087 + Penalty 3170.427501 = -2079296.373586
  nChanged 616
		SP:Iteration 5Q (56732.750000 sec): 3 clusters
  Score: Raw -2082666.896139 + Penalty 3170.427501 = -2079496.468637
  nChanged 550
		SP:Iteration 6Q (56732.990000 sec): 3 clusters
  Score: Raw -2082853.873791 + Penalty 3170.427501 = -2079683.446289
  nChanged 565
		SP:Iteration 7Q (56733.270000 sec): 3 clusters
  Score: Raw -2083065.266012 + Penalty 3170.427501 = -2079894.838511
  nChanged 600
		SP:Iteration 8Q (56733.530000 sec): 3 clusters
  Score: Raw -2083297.888602 + Penalty 3170.427501 = -2080127.461101
  nChanged 596
		SP:Iteration 9Q (56733.800000 sec): 3 clusters
  Score: Raw -2083552.653880 + Penalty 3170.427501 = -2080382.226379
  nChanged 622
		SP:Iteration 10Q (56734.070000 sec): 3 clusters
  Score: Raw -2083848.001378 + Penalty 3170.427501 = -2080677.573877
  nChanged 688
		SP:Iteration 11Q (56734.340000 sec): 3 clusters
  Score: Raw -2084203.664243 + Penalty 3170.427501 = -2081033.236742
  nChanged 681
		SP:Iteration 12Q (56734.560000 sec): 3 clusters
  Score: Raw -2084590.114743 + Penalty 3170.427501 = -2081419.687241
  nChanged 702
		SP:Iteration 13Q (56734.800000 sec): 3 clusters
  Score: Raw -2084985.312843 + Penalty 3170.427501 = -2081814.885341
  nChanged 606
		SP:Iteration 14Q (56735.060000 sec): 3 clusters
  Score: Raw -2085268.933069 + Penalty 3170.427501 = -2082098.505567
  nChanged 474
		SP:Iteration 15Q (56735.340000 sec): 3 clusters
  Score: Raw -2085448.779851 + Penalty 3170.427501 = -2082278.352349
  nChanged 345
		SP:Iteration 16Q (56735.550000 sec): 3 clusters
  Score: Raw -2085552.812579 + Penalty 3170.427501 = -2082382.385078
  nChanged 263
		SP:Iteration 17Q (56735.820000 sec): 3 clusters
  Score: Raw -2085626.961169 + Penalty 3170.427501 = -2082456.533668
  nChanged 225
		SP:Iteration 18Q (56736.090000 sec): 3 clusters
  Score: Raw -2085686.176150 + Penalty 3170.427501 = -2082515.748649
  nChanged 199
		SP:Iteration 19Q (56736.320000 sec): 3 clusters
  Score: Raw -2085737.494067 + Penalty 3170.427501 = -2082567.066565
  nChanged 200
		SP:Iteration 20F (56736.560000 sec): 3 clusters
  Score: Raw -2085791.704185 + Penalty 3170.427501 = -2082621.276683
  nChanged 201
		SP:Iteration 21Q (56736.800000 sec): 3 clusters
  Score: Raw -2085844.291049 + Penalty 3170.427501 = -2082673.863547
  nChanged 178
		SP:Iteration 22Q (56737.080000 sec): 3 clusters
  Score: Raw -2085886.168004 + Penalty 3170.427501 = -2082715.740503
  nChanged 162
		SP:Iteration 23Q (56737.340000 sec): 3 clusters
  Score: Raw -2085923.050286 + Penalty 3170.427501 = -2082752.622784
  nChanged 156
		SP:Iteration 24Q (56737.590000 sec): 3 clusters
  Score: Raw -2085958.179999 + Penalty 3170.427501 = -2082787.752497
  nChanged 141
		SP:Iteration 25Q (56737.860000 sec): 3 clusters
  Score: Raw -2085986.146481 + Penalty 3170.427501 = -2082815.718980
  nChanged 138
		SP:Iteration 26Q (56738.120000 sec): 3 clusters
  Score: Raw -2086018.051709 + Penalty 3170.427501 = -2082847.624208
  nChanged 154
		SP:Iteration 27Q (56738.410000 sec): 3 clusters
  Score: Raw -2086058.725509 + Penalty 3170.427501 = -2082888.298007
  nChanged 172
		SP:Iteration 28Q (56738.640000 sec): 3 clusters
  Score: Raw -2086105.438276 + Penalty 3170.427501 = -2082935.010774
  nChanged 188
		SP:Iteration 29Q (56738.920000 sec): 3 clusters
  Score: Raw -2086164.589072 + Penalty 3170.427501 = -2082994.161570
  nChanged 198
		SP:Iteration 30Q (56739.180000 sec): 3 clusters
  Score: Raw -2086229.596203 + Penalty 3170.427501 = -2083059.168702
  nChanged 203
		SP:Iteration 31Q (56739.420000 sec): 3 clusters
  Score: Raw -2086286.418596 + Penalty 3170.427501 = -2083115.991094
  nChanged 175
		SP:Iteration 32Q (56739.660000 sec): 3 clusters
  Score: Raw -2086337.370711 + Penalty 3170.427501 = -2083166.943209
  nChanged 175
		SP:Iteration 33Q (56739.910000 sec): 3 clusters
  Score: Raw -2086389.766804 + Penalty 3170.427501 = -2083219.339302
  nChanged 169
		SP:Iteration 34Q (56740.160000 sec): 3 clusters
  Score: Raw -2086441.842178 + Penalty 3170.427501 = -2083271.414677
  nChanged 186
		SP:Iteration 35Q (56740.430000 sec): 3 clusters
  Score: Raw -2086501.927471 + Penalty 3170.427501 = -2083331.499970
  nChanged 166
		SP:Iteration 36Q (56740.680000 sec): 3 clusters
  Score: Raw -2086549.239188 + Penalty 3170.427501 = -2083378.811686
  nChanged 152
		SP:Iteration 37Q (56740.910000 sec): 3 clusters
  Score: Raw -2086591.335147 + Penalty 3170.427501 = -2083420.907646
  nChanged 151
		SP:Iteration 38Q (56741.130000 sec): 3 clusters
  Score: Raw -2086630.454320 + Penalty 3170.427501 = -2083460.026818
  nChanged 126
		SP:Iteration 39Q (56741.370000 sec): 3 clusters
  Score: Raw -2086658.741604 + Penalty 3170.427501 = -2083488.314102
  nChanged 105
		SP:Iteration 40F (56741.620000 sec): 3 clusters
  Score: Raw -2086682.553592 + Penalty 3170.427501 = -2083512.126091
  nChanged 105
		SP:Iteration 41Q (56741.880000 sec): 3 clusters
  Score: Raw -2086706.384552 + Penalty 3170.427501 = -2083535.957051
  nChanged 95
		SP:Iteration 42Q (56742.090000 sec): 3 clusters
  Score: Raw -2086729.499857 + Penalty 3170.427501 = -2083559.072355
  nChanged 110
		SP:Iteration 43Q (56742.390000 sec): 3 clusters
  Score: Raw -2086754.573648 + Penalty 3170.427501 = -2083584.146147
  nChanged 110
		SP:Iteration 44Q (56742.620000 sec): 3 clusters
  Score: Raw -2086777.971355 + Penalty 3170.427501 = -2083607.543854
  nChanged 104
		SP:Iteration 45Q (56742.870000 sec): 3 clusters
  Score: Raw -2086802.932677 + Penalty 3170.427501 = -2083632.505176
  nChanged 119
		SP:Iteration 46Q (56743.120000 sec): 3 clusters
  Score: Raw -2086832.711411 + Penalty 3170.427501 = -2083662.283909
  nChanged 132
		SP:Iteration 47Q (56743.340000 sec): 3 clusters
  Score: Raw -2086871.172624 + Penalty 3170.427501 = -2083700.745123
  nChanged 131
		SP:Iteration 48Q (56743.590000 sec): 3 clusters
  Score: Raw -2086910.920285 + Penalty 3170.427501 = -2083740.492784
  nChanged 128
		SP:Iteration 49Q (56743.850000 sec): 3 clusters
  Score: Raw -2086948.162689 + Penalty 3170.427501 = -2083777.735187
  nChanged 121
		SP:Iteration 50Q (56744.080000 sec): 3 clusters
  Score: Raw -2086980.955229 + Penalty 3170.427501 = -2083810.527728
  nChanged 107
		SP:Iteration 51Q (56744.340000 sec): 3 clusters
  Score: Raw -2087011.677191 + Penalty 3170.427501 = -2083841.249690
  nChanged 110
		SP:Iteration 52Q (56744.540000 sec): 3 clusters
  Score: Raw -2087042.709586 + Penalty 3170.427501 = -2083872.282084
  nChanged 99
		SP:Iteration 53Q (56744.820000 sec): 3 clusters
  Score: Raw -2087070.133941 + Penalty 3170.427501 = -2083899.706440
  nChanged 102
		SP:Iteration 54Q (56745.030000 sec): 3 clusters
  Score: Raw -2087099.964771 + Penalty 3170.427501 = -2083929.537270
  nChanged 100
		SP:Iteration 55Q (56745.270000 sec): 3 clusters
  Score: Raw -2087130.384202 + Penalty 3170.427501 = -2083959.956700
  nChanged 85
		SP:Iteration 56Q (56745.540000 sec): 3 clusters
  Score: Raw -2087155.082545 + Penalty 3170.427501 = -2083984.655043
  nChanged 92
		SP:Iteration 57Q (56745.810000 sec): 3 clusters
  Score: Raw -2087183.058782 + Penalty 3170.427501 = -2084012.631280
  nChanged 91
		SP:Iteration 58Q (56746.030000 sec): 3 clusters
  Score: Raw -2087211.770917 + Penalty 3170.427501 = -2084041.343415
  nChanged 86
		SP:Iteration 59Q (56746.260000 sec): 3 clusters
  Score: Raw -2087236.964861 + Penalty 3170.427501 = -2084066.537359
  nChanged 99
		SP:Iteration 60F (56746.530000 sec): 3 clusters
  Score: Raw -2087276.438098 + Penalty 3170.427501 = -2084106.010596
  nChanged 121
		SP:Iteration 61Q (56746.750000 sec): 3 clusters
  Score: Raw -2087328.529259 + Penalty 3170.427501 = -2084158.101757
  nChanged 114
		SP:Iteration 62Q (56746.980000 sec): 3 clusters
  Score: Raw -2087378.279935 + Penalty 3170.427501 = -2084207.852434
  nChanged 119
		SP:Iteration 63Q (56747.220000 sec): 3 clusters
  Score: Raw -2087430.736826 + Penalty 3170.427501 = -2084260.309324
  nChanged 104
		SP:Iteration 64Q (56747.450000 sec): 3 clusters
  Score: Raw -2087472.644833 + Penalty 3170.427501 = -2084302.217331
  nChanged 83
		SP:Iteration 65Q (56747.740000 sec): 3 clusters
  Score: Raw -2087512.100893 + Penalty 3170.427501 = -2084341.673392
  nChanged 83
		SP:Iteration 66Q (56747.940000 sec): 3 clusters
  Score: Raw -2087545.345809 + Penalty 3170.427501 = -2084374.918308
  nChanged 60
		SP:Iteration 67Q (56748.210000 sec): 3 clusters
  Score: Raw -2087565.284275 + Penalty 3170.427501 = -2084394.856774
  nChanged 54
		SP:Iteration 68Q (56748.430000 sec): 3 clusters
  Score: Raw -2087582.756055 + Penalty 3170.427501 = -2084412.328554
  nChanged 51
		SP:Iteration 69Q (56748.700000 sec): 3 clusters
  Score: Raw -2087600.314484 + Penalty 3170.427501 = -2084429.886983
  nChanged 40
		SP:Iteration 70Q (56748.960000 sec): 3 clusters
  Score: Raw -2087615.621121 + Penalty 3170.427501 = -2084445.193620
  nChanged 46
		SP:Iteration 71Q (56749.150000 sec): 3 clusters
  Score: Raw -2087634.350960 + Penalty 3170.427501 = -2084463.923458
  nChanged 50
		SP:Iteration 72Q (56749.400000 sec): 3 clusters
  Score: Raw -2087653.932813 + Penalty 3170.427501 = -2084483.505312
  nChanged 46
		SP:Iteration 73Q (56749.630000 sec): 3 clusters
  Score: Raw -2087673.526092 + Penalty 3170.427501 = -2084503.098591
  nChanged 46
		SP:Iteration 74Q (56749.860000 sec): 3 clusters
  Score: Raw -2087697.638187 + Penalty 3170.427501 = -2084527.210685
  nChanged 57
		SP:Iteration 75Q (56750.120000 sec): 3 clusters
  Score: Raw -2087725.703508 + Penalty 3170.427501 = -2084555.276007
  nChanged 55
		SP:Iteration 76Q (56750.360000 sec): 3 clusters
  Score: Raw -2087751.358138 + Penalty 3170.427501 = -2084580.930636
  nChanged 44
		SP:Iteration 77Q (56750.620000 sec): 3 clusters
  Score: Raw -2087773.007578 + Penalty 3170.427501 = -2084602.580076
  nChanged 37
		SP:Iteration 78Q (56750.840000 sec): 3 clusters
  Score: Raw -2087789.844580 + Penalty 3170.427501 = -2084619.417078
  nChanged 23
		SP:Iteration 79Q (56751.060000 sec): 3 clusters
  Score: Raw -2087802.089699 + Penalty 3170.427501 = -2084631.662198
  nChanged 30
		SP:Iteration 80F (56751.310000 sec): 3 clusters
  Score: Raw -2087815.612473 + Penalty 3170.427501 = -2084645.184972
  nChanged 27
		SP:Iteration 81Q (56751.520000 sec): 3 clusters
  Score: Raw -2087828.214985 + Penalty 3170.427501 = -2084657.787483
  nChanged 21
		SP:Iteration 82Q (56751.800000 sec): 3 clusters
  Score: Raw -2087839.629274 + Penalty 3170.427501 = -2084669.201772
  nChanged 21
		SP:Iteration 83Q (56752.000000 sec): 3 clusters
  Score: Raw -2087850.143914 + Penalty 3170.427501 = -2084679.716413
  nChanged 12
		SP:Iteration 84Q (56752.240000 sec): 3 clusters
  Score: Raw -2087855.458097 + Penalty 3170.427501 = -2084685.030595
  nChanged 12
		SP:Iteration 85Q (56752.500000 sec): 3 clusters
  Score: Raw -2087860.090268 + Penalty 3170.427501 = -2084689.662767
  nChanged 9
		SP:Iteration 86Q (56752.740000 sec): 3 clusters
  Score: Raw -2087863.451764 + Penalty 3170.427501 = -2084693.024263
  nChanged 9
		SP:Iteration 87Q (56752.950000 sec): 3 clusters
  Score: Raw -2087866.903097 + Penalty 3170.427501 = -2084696.475596
  nChanged 9
		SP:Iteration 88Q (56753.190000 sec): 3 clusters
  Score: Raw -2087871.589756 + Penalty 3170.427501 = -2084701.162254
  nChanged 8
		SP:Iteration 89Q (56753.440000 sec): 3 clusters
  Score: Raw -2087875.798551 + Penalty 3170.427501 = -2084705.371049
  nChanged 10
		SP:Iteration 90Q (56753.740000 sec): 3 clusters
  Score: Raw -2087880.274906 + Penalty 3170.427501 = -2084709.847405
  nChanged 9
		SP:Iteration 91Q (56753.930000 sec): 3 clusters
  Score: Raw -2087884.126142 + Penalty 3170.427501 = -2084713.698640
  nChanged 11
		SP:Iteration 92Q (56754.170000 sec): 3 clusters
  Score: Raw -2087889.875928 + Penalty 3170.427501 = -2084719.448427
  nChanged 8
		SP:Iteration 93Q (56754.420000 sec): 3 clusters
  Score: Raw -2087894.186148 + Penalty 3170.427501 = -2084723.758647
  nChanged 13
		SP:Iteration 94Q (56754.640000 sec): 3 clusters
  Score: Raw -2087899.540540 + Penalty 3170.427501 = -2084729.113039
  nChanged 4
		SP:Iteration 95Q (56754.900000 sec): 3 clusters
  Score: Raw -2087901.387531 + Penalty 3170.427501 = -2084730.960029
  nChanged 1
		SP:Iteration 96Q (56755.160000 sec): 3 clusters
  Score: Raw -2087901.678839 + Penalty 3170.427501 = -2084731.251337
  nChanged 1
		SP:Iteration 97Q (56755.380000 sec): 3 clusters
  Score: Raw -2087901.963935 + Penalty 3170.427501 = -2084731.536434
  nChanged 0
		SP:Iteration 98F (56755.620000 sec): 3 clusters
  Score: Raw -2087901.963935 + Penalty 3170.427501 = -2084731.536434
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56755.740000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56755.910000 sec): 3 clusters
  Score: Raw -61448.354560 + Penalty 2045.361266 = -59402.993294
  nChanged 138
		SP:Iteration 1F (56756.090000 sec): 3 clusters
  Score: Raw -61643.532667 + Penalty 2045.361266 = -59598.171401
  nChanged 34
		SP:Iteration 2F (56756.220000 sec): 3 clusters
  Score: Raw -61703.855640 + Penalty 2045.361266 = -59658.494374
  nChanged 14
		SP:Iteration 3Q (56756.320000 sec): 3 clusters
  Score: Raw -61732.605985 + Penalty 2045.361266 = -59687.244719
  nChanged 7
		SP:Iteration 4Q (56756.480000 sec): 3 clusters
  Score: Raw -61750.502105 + Penalty 2045.361266 = -59705.140840
  nChanged 3
		SP:Iteration 5Q (56756.650000 sec): 3 clusters
  Score: Raw -61754.282650 + Penalty 2045.361266 = -59708.921384
  nChanged 1
		SP:Iteration 6Q (56756.860000 sec): 3 clusters
  Score: Raw -61755.380152 + Penalty 2045.361266 = -59710.018887
  nChanged 1
		SP:Iteration 7Q (56757.050000 sec): 3 clusters
  Score: Raw -61757.056649 + Penalty 2045.361266 = -59711.695383
  nChanged 1
		SP:Iteration 8Q (56757.220000 sec): 3 clusters
  Score: Raw -61758.528744 + Penalty 2045.361266 = -59713.167478
  nChanged 0
		SP:Iteration 9F (56757.360000 sec): 3 clusters
  Score: Raw -61758.528744 + Penalty 2045.361266 = -59713.167478
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56757.510000 sec): 2 clusters
  Score: Raw -1720488.056396 + Penalty 1560.507882 = -1718927.548514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56757.680000 sec): 3 clusters
  Score: Raw -1711793.628877 + Penalty 3121.015764 = -1708672.613113
  nChanged 6581
		SP:Iteration 1F (56757.920000 sec): 3 clusters
  Score: Raw -1715324.124105 + Penalty 3121.015764 = -1712203.108342
  nChanged 875
		SP:Iteration 2F (56758.130000 sec): 3 clusters
  Score: Raw -1715713.143862 + Penalty 3121.015764 = -1712592.128098
  nChanged 784
		SP:Iteration 3F (56758.350000 sec): 3 clusters
  Score: Raw -1716057.907950 + Penalty 3121.015764 = -1712936.892186
  nChanged 714
		SP:Iteration 4Q (56758.570000 sec): 3 clusters
  Score: Raw -1716369.219938 + Penalty 3121.015764 = -1713248.204174
  nChanged 718
		SP:Iteration 5Q (56758.800000 sec): 3 clusters
  Score: Raw -1716691.710468 + Penalty 3121.015764 = -1713570.694705
  nChanged 666
		SP:Iteration 6Q (56759.080000 sec): 3 clusters
  Score: Raw -1717029.421638 + Penalty 3121.015764 = -1713908.405874
  nChanged 721
		SP:Iteration 7Q (56759.280000 sec): 3 clusters
  Score: Raw -1717441.630021 + Penalty 3121.015764 = -1714320.614258
  nChanged 726
		SP:Iteration 8Q (56759.550000 sec): 3 clusters
  Score: Raw -1717897.098533 + Penalty 3121.015764 = -1714776.082770
  nChanged 678
		SP:Iteration 9Q (56759.790000 sec): 3 clusters
  Score: Raw -1718319.675134 + Penalty 3121.015764 = -1715198.659370
  nChanged 626
		SP:Iteration 10Q (56760.020000 sec): 3 clusters
  Score: Raw -1718681.105590 + Penalty 3121.015764 = -1715560.089827
  nChanged 545
		SP:Iteration 11Q (56760.290000 sec): 3 clusters
  Score: Raw -1718974.335862 + Penalty 3121.015764 = -1715853.320098
  nChanged 473
		SP:Iteration 12Q (56760.500000 sec): 3 clusters
  Score: Raw -1719206.637189 + Penalty 3121.015764 = -1716085.621425
  nChanged 402
		SP:Iteration 13Q (56760.750000 sec): 3 clusters
  Score: Raw -1719399.334508 + Penalty 3121.015764 = -1716278.318744
  nChanged 375
		SP:Iteration 14Q (56760.930000 sec): 3 clusters
  Score: Raw -1719577.115878 + Penalty 3121.015764 = -1716456.100114
  nChanged 325
		SP:Iteration 15Q (56761.140000 sec): 3 clusters
  Score: Raw -1719719.340449 + Penalty 3121.015764 = -1716598.324686
  nChanged 275
		SP:Iteration 16Q (56761.380000 sec): 3 clusters
  Score: Raw -1719849.025602 + Penalty 3121.015764 = -1716728.009839
  nChanged 241
		SP:Iteration 17Q (56761.600000 sec): 3 clusters
  Score: Raw -1719953.590790 + Penalty 3121.015764 = -1716832.575027
  nChanged 212
		SP:Iteration 18Q (56761.870000 sec): 3 clusters
  Score: Raw -1720027.133748 + Penalty 3121.015764 = -1716906.117985
  nChanged 176
		SP:Iteration 19Q (56762.090000 sec): 3 clusters
  Score: Raw -1720086.683944 + Penalty 3121.015764 = -1716965.668180
  nChanged 162
		SP:Iteration 20F (56762.320000 sec): 3 clusters
  Score: Raw -1720142.181866 + Penalty 3121.015764 = -1717021.166103
  nChanged 128
		SP:Iteration 21Q (56762.560000 sec): 3 clusters
  Score: Raw -1720180.651440 + Penalty 3121.015764 = -1717059.635676
  nChanged 110
		SP:Iteration 22Q (56762.830000 sec): 3 clusters
  Score: Raw -1720208.631349 + Penalty 3121.015764 = -1717087.615585
  nChanged 83
		SP:Iteration 23Q (56763.040000 sec): 3 clusters
  Score: Raw -1720227.587669 + Penalty 3121.015764 = -1717106.571906
  nChanged 71
		SP:Iteration 24Q (56763.250000 sec): 3 clusters
  Score: Raw -1720242.228320 + Penalty 3121.015764 = -1717121.212556
  nChanged 56
		SP:Iteration 25Q (56763.500000 sec): 3 clusters
  Score: Raw -1720255.941544 + Penalty 3121.015764 = -1717134.925781
  nChanged 58
		SP:Iteration 26Q (56763.720000 sec): 3 clusters
  Score: Raw -1720268.606415 + Penalty 3121.015764 = -1717147.590652
  nChanged 52
		SP:Iteration 27Q (56763.960000 sec): 3 clusters
  Score: Raw -1720278.785517 + Penalty 3121.015764 = -1717157.769753
  nChanged 51
		SP:Iteration 28Q (56764.200000 sec): 3 clusters
  Score: Raw -1720291.290363 + Penalty 3121.015764 = -1717170.274599
  nChanged 60
		SP:Iteration 29Q (56764.460000 sec): 3 clusters
  Score: Raw -1720305.619356 + Penalty 3121.015764 = -1717184.603592
  nChanged 72
		SP:Iteration 30Q (56764.670000 sec): 3 clusters
  Score: Raw -1720325.426489 + Penalty 3121.015764 = -1717204.410725
  nChanged 68
		SP:Iteration 31Q (56764.930000 sec): 3 clusters
  Score: Raw -1720341.763855 + Penalty 3121.015764 = -1717220.748091
  nChanged 73
		SP:Iteration 32Q (56765.150000 sec): 3 clusters
  Score: Raw -1720364.065743 + Penalty 3121.015764 = -1717243.049979
  nChanged 69
		SP:Iteration 33Q (56765.370000 sec): 3 clusters
  Score: Raw -1720385.442231 + Penalty 3121.015764 = -1717264.426468
  nChanged 69
		SP:Iteration 34Q (56765.600000 sec): 3 clusters
  Score: Raw -1720406.664141 + Penalty 3121.015764 = -1717285.648377
  nChanged 72
		SP:Iteration 35Q (56765.820000 sec): 3 clusters
  Score: Raw -1720431.460426 + Penalty 3121.015764 = -1717310.444662
  nChanged 77
		SP:Iteration 36Q (56766.040000 sec): 3 clusters
  Score: Raw -1720457.901225 + Penalty 3121.015764 = -1717336.885462
  nChanged 68
		SP:Iteration 37Q (56766.240000 sec): 3 clusters
  Score: Raw -1720482.770525 + Penalty 3121.015764 = -1717361.754761
  nChanged 80
		SP:Iteration 38Q (56766.500000 sec): 3 clusters
  Score: Raw -1720506.568658 + Penalty 3121.015764 = -1717385.552894
  nChanged 56
		SP:Iteration 39Q (56766.730000 sec): 3 clusters
  Score: Raw -1720524.048343 + Penalty 3121.015764 = -1717403.032580
  nChanged 68
		SP:Iteration 40F (56766.940000 sec): 3 clusters
  Score: Raw -1720551.654158 + Penalty 3121.015764 = -1717430.638394
  nChanged 70
		SP:Iteration 41Q (56767.150000 sec): 3 clusters
  Score: Raw -1720574.116559 + Penalty 3121.015764 = -1717453.100795
  nChanged 67
		SP:Iteration 42Q (56767.400000 sec): 3 clusters
  Score: Raw -1720596.379376 + Penalty 3121.015764 = -1717475.363612
  nChanged 70
		SP:Iteration 43Q (56767.610000 sec): 3 clusters
  Score: Raw -1720616.954558 + Penalty 3121.015764 = -1717495.938794
  nChanged 54
		SP:Iteration 44Q (56767.860000 sec): 3 clusters
  Score: Raw -1720633.564368 + Penalty 3121.015764 = -1717512.548605
  nChanged 51
		SP:Iteration 45Q (56768.050000 sec): 3 clusters
  Score: Raw -1720646.846013 + Penalty 3121.015764 = -1717525.830249
  nChanged 40
		SP:Iteration 46Q (56768.320000 sec): 3 clusters
  Score: Raw -1720656.406638 + Penalty 3121.015764 = -1717535.390875
  nChanged 34
		SP:Iteration 47Q (56768.540000 sec): 3 clusters
  Score: Raw -1720664.344321 + Penalty 3121.015764 = -1717543.328557
  nChanged 31
		SP:Iteration 48Q (56768.780000 sec): 3 clusters
  Score: Raw -1720673.969119 + Penalty 3121.015764 = -1717552.953355
  nChanged 40
		SP:Iteration 49Q (56769.020000 sec): 3 clusters
  Score: Raw -1720685.489607 + Penalty 3121.015764 = -1717564.473844
  nChanged 44
		SP:Iteration 50Q (56769.270000 sec): 3 clusters
  Score: Raw -1720697.858227 + Penalty 3121.015764 = -1717576.842463
  nChanged 38
		SP:Iteration 51Q (56769.500000 sec): 3 clusters
  Score: Raw -1720711.920324 + Penalty 3121.015764 = -1717590.904560
  nChanged 51
		SP:Iteration 52Q (56769.700000 sec): 3 clusters
  Score: Raw -1720732.798322 + Penalty 3121.015764 = -1717611.782558
  nChanged 52
		SP:Iteration 53Q (56769.940000 sec): 3 clusters
  Score: Raw -1720754.278634 + Penalty 3121.015764 = -1717633.262870
  nChanged 55
		SP:Iteration 54Q (56770.160000 sec): 3 clusters
  Score: Raw -1720774.703258 + Penalty 3121.015764 = -1717653.687495
  nChanged 52
		SP:Iteration 55Q (56770.370000 sec): 3 clusters
  Score: Raw -1720793.797299 + Penalty 3121.015764 = -1717672.781536
  nChanged 48
		SP:Iteration 56Q (56770.650000 sec): 3 clusters
  Score: Raw -1720811.489781 + Penalty 3121.015764 = -1717690.474017
  nChanged 37
		SP:Iteration 57Q (56770.850000 sec): 3 clusters
  Score: Raw -1720822.856066 + Penalty 3121.015764 = -1717701.840302
  nChanged 38
		SP:Iteration 58Q (56771.060000 sec): 3 clusters
  Score: Raw -1720835.365223 + Penalty 3121.015764 = -1717714.349459
  nChanged 39
		SP:Iteration 59Q (56771.340000 sec): 3 clusters
  Score: Raw -1720852.318935 + Penalty 3121.015764 = -1717731.303171
  nChanged 47
		SP:Iteration 60F (56771.570000 sec): 3 clusters
  Score: Raw -1720870.683478 + Penalty 3121.015764 = -1717749.667715
  nChanged 39
		SP:Iteration 61Q (56771.810000 sec): 3 clusters
  Score: Raw -1720881.789420 + Penalty 3121.015764 = -1717760.773656
  nChanged 31
		SP:Iteration 62Q (56772.000000 sec): 3 clusters
  Score: Raw -1720893.111569 + Penalty 3121.015764 = -1717772.095805
  nChanged 30
		SP:Iteration 63Q (56772.260000 sec): 3 clusters
  Score: Raw -1720904.075601 + Penalty 3121.015764 = -1717783.059837
  nChanged 38
		SP:Iteration 64Q (56772.480000 sec): 3 clusters
  Score: Raw -1720916.831988 + Penalty 3121.015764 = -1717795.816225
  nChanged 23
		SP:Iteration 65Q (56772.720000 sec): 3 clusters
  Score: Raw -1720924.515870 + Penalty 3121.015764 = -1717803.500107
  nChanged 25
		SP:Iteration 66Q (56772.890000 sec): 3 clusters
  Score: Raw -1720934.866796 + Penalty 3121.015764 = -1717813.851032
  nChanged 31
		SP:Iteration 67Q (56773.130000 sec): 3 clusters
  Score: Raw -1720948.288799 + Penalty 3121.015764 = -1717827.273035
  nChanged 34
		SP:Iteration 68Q (56773.350000 sec): 3 clusters
  Score: Raw -1720960.794049 + Penalty 3121.015764 = -1717839.778285
  nChanged 34
		SP:Iteration 69Q (56773.590000 sec): 3 clusters
  Score: Raw -1720973.403047 + Penalty 3121.015764 = -1717852.387283
  nChanged 26
		SP:Iteration 70Q (56773.800000 sec): 3 clusters
  Score: Raw -1720984.919382 + Penalty 3121.015764 = -1717863.903618
  nChanged 23
		SP:Iteration 71Q (56774.050000 sec): 3 clusters
  Score: Raw -1720996.275188 + Penalty 3121.015764 = -1717875.259425
  nChanged 23
		SP:Iteration 72Q (56774.270000 sec): 3 clusters
  Score: Raw -1721005.722217 + Penalty 3121.015764 = -1717884.706454
  nChanged 20
		SP:Iteration 73Q (56774.480000 sec): 3 clusters
  Score: Raw -1721014.854321 + Penalty 3121.015764 = -1717893.838557
  nChanged 21
		SP:Iteration 74Q (56774.700000 sec): 3 clusters
  Score: Raw -1721023.760090 + Penalty 3121.015764 = -1717902.744326
  nChanged 21
		SP:Iteration 75Q (56774.970000 sec): 3 clusters
  Score: Raw -1721032.914582 + Penalty 3121.015764 = -1717911.898818
  nChanged 19
		SP:Iteration 76Q (56775.210000 sec): 3 clusters
  Score: Raw -1721040.447287 + Penalty 3121.015764 = -1717919.431523
  nChanged 14
		SP:Iteration 77Q (56775.410000 sec): 3 clusters
  Score: Raw -1721044.957370 + Penalty 3121.015764 = -1717923.941606
  nChanged 9
		SP:Iteration 78Q (56775.670000 sec): 3 clusters
  Score: Raw -1721047.742331 + Penalty 3121.015764 = -1717926.726567
  nChanged 5
		SP:Iteration 79Q (56775.930000 sec): 3 clusters
  Score: Raw -1721049.310090 + Penalty 3121.015764 = -1717928.294326
  nChanged 5
		SP:Iteration 80F (56776.140000 sec): 3 clusters
  Score: Raw -1721050.467313 + Penalty 3121.015764 = -1717929.451549
  nChanged 3
		SP:Iteration 81Q (56776.390000 sec): 3 clusters
  Score: Raw -1721051.778794 + Penalty 3121.015764 = -1717930.763030
  nChanged 3
		SP:Iteration 82Q (56776.590000 sec): 3 clusters
  Score: Raw -1721052.629209 + Penalty 3121.015764 = -1717931.613446
  nChanged 4
		SP:Iteration 83Q (56776.790000 sec): 3 clusters
  Score: Raw -1721053.764067 + Penalty 3121.015764 = -1717932.748303
  nChanged 5
		SP:Iteration 84Q (56777.030000 sec): 3 clusters
  Score: Raw -1721054.820032 + Penalty 3121.015764 = -1717933.804268
  nChanged 3
		SP:Iteration 85Q (56777.250000 sec): 3 clusters
  Score: Raw -1721056.276062 + Penalty 3121.015764 = -1717935.260298
  nChanged 4
		SP:Iteration 86Q (56777.460000 sec): 3 clusters
  Score: Raw -1721057.932434 + Penalty 3121.015764 = -1717936.916670
  nChanged 3
		SP:Iteration 87Q (56777.710000 sec): 3 clusters
  Score: Raw -1721058.643407 + Penalty 3121.015764 = -1717937.627644
  nChanged 3
		SP:Iteration 88Q (56777.930000 sec): 3 clusters
  Score: Raw -1721059.630778 + Penalty 3121.015764 = -1717938.615014
  nChanged 4
		SP:Iteration 89Q (56778.150000 sec): 3 clusters
  Score: Raw -1721061.069036 + Penalty 3121.015764 = -1717940.053272
  nChanged 0
		SP:Iteration 90F (56778.370000 sec): 3 clusters
  Score: Raw -1721061.069036 + Penalty 3121.015764 = -1717940.053272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56778.490000 sec): 2 clusters
  Score: Raw -222092.613974 + Penalty 1235.471325 = -220857.142649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56778.600000 sec): 3 clusters
  Score: Raw -221220.865225 + Penalty 2470.942650 = -218749.922575
  nChanged 726
		SP:Iteration 1F (56778.800000 sec): 3 clusters
  Score: Raw -221755.002216 + Penalty 2470.942650 = -219284.059566
  nChanged 180
		SP:Iteration 2F (56779.010000 sec): 3 clusters
  Score: Raw -221931.843917 + Penalty 2470.942650 = -219460.901266
  nChanged 131
		SP:Iteration 3F (56779.160000 sec): 3 clusters
  Score: Raw -222072.507444 + Penalty 2470.942650 = -219601.564794
  nChanged 116
		SP:Iteration 4F (56779.370000 sec): 3 clusters
  Score: Raw -222200.305046 + Penalty 2470.942650 = -219729.362395
  nChanged 102
		SP:Iteration 5F (56779.530000 sec): 3 clusters
  Score: Raw -222307.527474 + Penalty 2470.942650 = -219836.584824
  nChanged 83
		SP:Iteration 6Q (56779.740000 sec): 3 clusters
  Score: Raw -222382.361444 + Penalty 2470.942650 = -219911.418794
  nChanged 69
		SP:Iteration 7Q (56779.930000 sec): 3 clusters
  Score: Raw -222457.017018 + Penalty 2470.942650 = -219986.074367
  nChanged 64
		SP:Iteration 8Q (56780.130000 sec): 3 clusters
  Score: Raw -222519.296339 + Penalty 2470.942650 = -220048.353689
  nChanged 58
		SP:Iteration 9Q (56780.310000 sec): 3 clusters
  Score: Raw -222567.241061 + Penalty 2470.942650 = -220096.298411
  nChanged 38
		SP:Iteration 10Q (56780.470000 sec): 3 clusters
  Score: Raw -222592.480521 + Penalty 2470.942650 = -220121.537871
  nChanged 30
		SP:Iteration 11Q (56780.650000 sec): 3 clusters
  Score: Raw -222611.725772 + Penalty 2470.942650 = -220140.783122
  nChanged 23
		SP:Iteration 12Q (56780.790000 sec): 3 clusters
  Score: Raw -222628.326489 + Penalty 2470.942650 = -220157.383838
  nChanged 19
		SP:Iteration 13Q (56780.990000 sec): 3 clusters
  Score: Raw -222639.654266 + Penalty 2470.942650 = -220168.711616
  nChanged 19
		SP:Iteration 14Q (56781.130000 sec): 3 clusters
  Score: Raw -222653.033635 + Penalty 2470.942650 = -220182.090985
  nChanged 18
		SP:Iteration 15Q (56781.330000 sec): 3 clusters
  Score: Raw -222669.501368 + Penalty 2470.942650 = -220198.558718
  nChanged 15
		SP:Iteration 16Q (56781.520000 sec): 3 clusters
  Score: Raw -222679.129311 + Penalty 2470.942650 = -220208.186661
  nChanged 13
		SP:Iteration 17Q (56781.660000 sec): 3 clusters
  Score: Raw -222685.535257 + Penalty 2470.942650 = -220214.592606
  nChanged 6
		SP:Iteration 18Q (56781.860000 sec): 3 clusters
  Score: Raw -222689.248914 + Penalty 2470.942650 = -220218.306264
  nChanged 3
		SP:Iteration 19Q (56782.010000 sec): 3 clusters
  Score: Raw -222692.506304 + Penalty 2470.942650 = -220221.563653
  nChanged 11
		SP:Iteration 20F (56782.200000 sec): 3 clusters
  Score: Raw -222700.644941 + Penalty 2470.942650 = -220229.702291
  nChanged 6
		SP:Iteration 21Q (56782.420000 sec): 3 clusters
  Score: Raw -222704.570162 + Penalty 2470.942650 = -220233.627512
  nChanged 4
		SP:Iteration 22Q (56782.540000 sec): 3 clusters
  Score: Raw -222707.771903 + Penalty 2470.942650 = -220236.829252
  nChanged 2
		SP:Iteration 23Q (56782.720000 sec): 3 clusters
  Score: Raw -222708.796885 + Penalty 2470.942650 = -220237.854234
  nChanged 1
		SP:Iteration 24Q (56782.920000 sec): 3 clusters
  Score: Raw -222709.215355 + Penalty 2470.942650 = -220238.272705
  nChanged 1
		SP:Iteration 25Q (56783.100000 sec): 3 clusters
  Score: Raw -222709.972207 + Penalty 2470.942650 = -220239.029557
  nChanged 0
		SP:Iteration 26F (56783.260000 sec): 3 clusters
  Score: Raw -222709.972207 + Penalty 2470.942650 = -220239.029557
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56783.410000 sec): 2 clusters
  Score: Raw -1095483.384447 + Penalty 1485.619792 = -1093997.764656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56783.600000 sec): 3 clusters
  Score: Raw -1090259.169032 + Penalty 2971.239583 = -1087287.929449
  nChanged 4025
		SP:Iteration 1F (56783.820000 sec): 3 clusters
  Score: Raw -1092609.918253 + Penalty 2971.239583 = -1089638.678670
  nChanged 710
		SP:Iteration 2F (56784.040000 sec): 3 clusters
  Score: Raw -1093059.082277 + Penalty 2971.239583 = -1090087.842693
  nChanged 589
		SP:Iteration 3F (56784.210000 sec): 3 clusters
  Score: Raw -1093433.533809 + Penalty 2971.239583 = -1090462.294225
  nChanged 542
		SP:Iteration 4F (56784.430000 sec): 3 clusters
  Score: Raw -1093793.038038 + Penalty 2971.239583 = -1090821.798455
  nChanged 499
		SP:Iteration 5F (56784.650000 sec): 3 clusters
  Score: Raw -1094086.396797 + Penalty 2971.239583 = -1091115.157213
  nChanged 435
		SP:Iteration 6Q (56784.860000 sec): 3 clusters
  Score: Raw -1094348.429557 + Penalty 2971.239583 = -1091377.189974
  nChanged 418
		SP:Iteration 7Q (56785.030000 sec): 3 clusters
  Score: Raw -1094587.176915 + Penalty 2971.239583 = -1091615.937332
  nChanged 384
		SP:Iteration 8Q (56785.230000 sec): 3 clusters
  Score: Raw -1094807.086925 + Penalty 2971.239583 = -1091835.847342
  nChanged 336
		SP:Iteration 9Q (56785.440000 sec): 3 clusters
  Score: Raw -1095011.588354 + Penalty 2971.239583 = -1092040.348770
  nChanged 316
		SP:Iteration 10Q (56785.640000 sec): 3 clusters
  Score: Raw -1095176.741395 + Penalty 2971.239583 = -1092205.501811
  nChanged 278
		SP:Iteration 11Q (56785.830000 sec): 3 clusters
  Score: Raw -1095326.873079 + Penalty 2971.239583 = -1092355.633495
  nChanged 261
		SP:Iteration 12Q (56786.040000 sec): 3 clusters
  Score: Raw -1095455.117320 + Penalty 2971.239583 = -1092483.877737
  nChanged 217
		SP:Iteration 13Q (56786.240000 sec): 3 clusters
  Score: Raw -1095553.856882 + Penalty 2971.239583 = -1092582.617299
  nChanged 194
		SP:Iteration 14Q (56786.480000 sec): 3 clusters
  Score: Raw -1095630.597692 + Penalty 2971.239583 = -1092659.358108
  nChanged 153
		SP:Iteration 15Q (56786.660000 sec): 3 clusters
  Score: Raw -1095685.039263 + Penalty 2971.239583 = -1092713.799680
  nChanged 118
		SP:Iteration 16Q (56786.900000 sec): 3 clusters
  Score: Raw -1095727.880111 + Penalty 2971.239583 = -1092756.640527
  nChanged 114
		SP:Iteration 17Q (56787.110000 sec): 3 clusters
  Score: Raw -1095766.738398 + Penalty 2971.239583 = -1092795.498815
  nChanged 93
		SP:Iteration 18Q (56787.310000 sec): 3 clusters
  Score: Raw -1095806.760433 + Penalty 2971.239583 = -1092835.520850
  nChanged 111
		SP:Iteration 19Q (56787.540000 sec): 3 clusters
  Score: Raw -1095856.468531 + Penalty 2971.239583 = -1092885.228948
  nChanged 101
		SP:Iteration 20F (56787.730000 sec): 3 clusters
  Score: Raw -1095895.517170 + Penalty 2971.239583 = -1092924.277587
  nChanged 96
		SP:Iteration 21Q (56787.950000 sec): 3 clusters
  Score: Raw -1095933.117106 + Penalty 2971.239583 = -1092961.877523
  nChanged 88
		SP:Iteration 22Q (56788.170000 sec): 3 clusters
  Score: Raw -1095965.897805 + Penalty 2971.239583 = -1092994.658221
  nChanged 84
		SP:Iteration 23Q (56788.370000 sec): 3 clusters
  Score: Raw -1095996.296098 + Penalty 2971.239583 = -1093025.056515
  nChanged 76
		SP:Iteration 24Q (56788.550000 sec): 3 clusters
  Score: Raw -1096019.914872 + Penalty 2971.239583 = -1093048.675289
  nChanged 63
		SP:Iteration 25Q (56788.750000 sec): 3 clusters
  Score: Raw -1096034.495034 + Penalty 2971.239583 = -1093063.255451
  nChanged 46
		SP:Iteration 26Q (56788.970000 sec): 3 clusters
  Score: Raw -1096048.207402 + Penalty 2971.239583 = -1093076.967818
  nChanged 44
		SP:Iteration 27Q (56789.210000 sec): 3 clusters
  Score: Raw -1096058.402337 + Penalty 2971.239583 = -1093087.162754
  nChanged 38
		SP:Iteration 28Q (56789.420000 sec): 3 clusters
  Score: Raw -1096065.883717 + Penalty 2971.239583 = -1093094.644134
  nChanged 33
		SP:Iteration 29Q (56789.610000 sec): 3 clusters
  Score: Raw -1096073.871440 + Penalty 2971.239583 = -1093102.631856
  nChanged 39
		SP:Iteration 30Q (56789.820000 sec): 3 clusters
  Score: Raw -1096086.481841 + Penalty 2971.239583 = -1093115.242257
  nChanged 41
		SP:Iteration 31Q (56790.050000 sec): 3 clusters
  Score: Raw -1096098.475553 + Penalty 2971.239583 = -1093127.235969
  nChanged 40
		SP:Iteration 32Q (56790.250000 sec): 3 clusters
  Score: Raw -1096110.980728 + Penalty 2971.239583 = -1093139.741145
  nChanged 61
		SP:Iteration 33Q (56790.470000 sec): 3 clusters
  Score: Raw -1096131.952567 + Penalty 2971.239583 = -1093160.712984
  nChanged 69
		SP:Iteration 34Q (56790.650000 sec): 3 clusters
  Score: Raw -1096157.740152 + Penalty 2971.239583 = -1093186.500569
  nChanged 63
		SP:Iteration 35Q (56790.890000 sec): 3 clusters
  Score: Raw -1096180.705089 + Penalty 2971.239583 = -1093209.465506
  nChanged 60
		SP:Iteration 36Q (56791.080000 sec): 3 clusters
  Score: Raw -1096200.152661 + Penalty 2971.239583 = -1093228.913078
  nChanged 51
		SP:Iteration 37Q (56791.310000 sec): 3 clusters
  Score: Raw -1096213.735467 + Penalty 2971.239583 = -1093242.495884
  nChanged 47
		SP:Iteration 38Q (56791.500000 sec): 3 clusters
  Score: Raw -1096226.703403 + Penalty 2971.239583 = -1093255.463819
  nChanged 49
		SP:Iteration 39Q (56791.710000 sec): 3 clusters
  Score: Raw -1096238.649232 + Penalty 2971.239583 = -1093267.409649
  nChanged 40
		SP:Iteration 40F (56791.900000 sec): 3 clusters
  Score: Raw -1096249.077894 + Penalty 2971.239583 = -1093277.838310
  nChanged 26
		SP:Iteration 41Q (56792.120000 sec): 3 clusters
  Score: Raw -1096255.445007 + Penalty 2971.239583 = -1093284.205424
  nChanged 22
		SP:Iteration 42Q (56792.360000 sec): 3 clusters
  Score: Raw -1096262.177596 + Penalty 2971.239583 = -1093290.938013
  nChanged 30
		SP:Iteration 43Q (56792.580000 sec): 3 clusters
  Score: Raw -1096270.148061 + Penalty 2971.239583 = -1093298.908477
  nChanged 31
		SP:Iteration 44Q (56792.780000 sec): 3 clusters
  Score: Raw -1096279.039373 + Penalty 2971.239583 = -1093307.799790
  nChanged 36
		SP:Iteration 45Q (56792.980000 sec): 3 clusters
  Score: Raw -1096289.959160 + Penalty 2971.239583 = -1093318.719577
  nChanged 32
		SP:Iteration 46Q (56793.160000 sec): 3 clusters
  Score: Raw -1096299.566024 + Penalty 2971.239583 = -1093328.326440
  nChanged 24
		SP:Iteration 47Q (56793.380000 sec): 3 clusters
  Score: Raw -1096307.395700 + Penalty 2971.239583 = -1093336.156117
  nChanged 30
		SP:Iteration 48Q (56793.630000 sec): 3 clusters
  Score: Raw -1096315.268849 + Penalty 2971.239583 = -1093344.029265
  nChanged 27
		SP:Iteration 49Q (56793.840000 sec): 3 clusters
  Score: Raw -1096322.356321 + Penalty 2971.239583 = -1093351.116737
  nChanged 22
		SP:Iteration 50Q (56794.030000 sec): 3 clusters
  Score: Raw -1096328.229678 + Penalty 2971.239583 = -1093356.990094
  nChanged 19
		SP:Iteration 51Q (56794.230000 sec): 3 clusters
  Score: Raw -1096332.571175 + Penalty 2971.239583 = -1093361.331592
  nChanged 13
		SP:Iteration 52Q (56794.420000 sec): 3 clusters
  Score: Raw -1096336.079077 + Penalty 2971.239583 = -1093364.839494
  nChanged 13
		SP:Iteration 53Q (56794.630000 sec): 3 clusters
  Score: Raw -1096339.408056 + Penalty 2971.239583 = -1093368.168472
  nChanged 11
		SP:Iteration 54Q (56794.800000 sec): 3 clusters
  Score: Raw -1096341.773636 + Penalty 2971.239583 = -1093370.534053
  nChanged 6
		SP:Iteration 55Q (56794.980000 sec): 3 clusters
  Score: Raw -1096343.219377 + Penalty 2971.239583 = -1093371.979793
  nChanged 2
		SP:Iteration 56Q (56795.200000 sec): 3 clusters
  Score: Raw -1096343.406871 + Penalty 2971.239583 = -1093372.167287
  nChanged 1
		SP:Iteration 57Q (56795.410000 sec): 3 clusters
  Score: Raw -1096343.583726 + Penalty 2971.239583 = -1093372.344142
  nChanged 1
		SP:Iteration 58Q (56795.620000 sec): 3 clusters
  Score: Raw -1096343.837226 + Penalty 2971.239583 = -1093372.597643
  nChanged 3
		SP:Iteration 59Q (56795.840000 sec): 3 clusters
  Score: Raw -1096344.177796 + Penalty 2971.239583 = -1093372.938213
  nChanged 2
		SP:Iteration 60F (56796.060000 sec): 3 clusters
  Score: Raw -1096344.417069 + Penalty 2971.239583 = -1093373.177485
  nChanged 2
		SP:Iteration 61Q (56796.290000 sec): 3 clusters
  Score: Raw -1096344.756166 + Penalty 2971.239583 = -1093373.516583
  nChanged 5
		SP:Iteration 62Q (56796.510000 sec): 3 clusters
  Score: Raw -1096346.691381 + Penalty 2971.239583 = -1093375.451798
  nChanged 8
		SP:Iteration 63Q (56796.720000 sec): 3 clusters
  Score: Raw -1096348.324615 + Penalty 2971.239583 = -1093377.085032
  nChanged 9
		SP:Iteration 64Q (56796.910000 sec): 3 clusters
  Score: Raw -1096350.514241 + Penalty 2971.239583 = -1093379.274657
  nChanged 9
		SP:Iteration 65Q (56797.150000 sec): 3 clusters
  Score: Raw -1096352.707322 + Penalty 2971.239583 = -1093381.467739
  nChanged 9
		SP:Iteration 66Q (56797.370000 sec): 3 clusters
  Score: Raw -1096354.767017 + Penalty 2971.239583 = -1093383.527433
  nChanged 3
		SP:Iteration 67Q (56797.560000 sec): 3 clusters
  Score: Raw -1096355.406619 + Penalty 2971.239583 = -1093384.167035
  nChanged 3
		SP:Iteration 68Q (56797.770000 sec): 3 clusters
  Score: Raw -1096356.300499 + Penalty 2971.239583 = -1093385.060916
  nChanged 0
		SP:Iteration 69F (56797.950000 sec): 3 clusters
  Score: Raw -1096356.300499 + Penalty 2971.239583 = -1093385.060916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56798.020000 sec): 2 clusters
  Score: Raw -373548.548596 + Penalty 1307.824229 = -372240.724367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56798.220000 sec): 3 clusters
  Score: Raw -372095.729805 + Penalty 2615.648458 = -369480.081347
  nChanged 1171
		SP:Iteration 1F (56798.420000 sec): 3 clusters
  Score: Raw -372838.852629 + Penalty 2615.648458 = -370223.204171
  nChanged 227
		SP:Iteration 2F (56798.610000 sec): 3 clusters
  Score: Raw -372965.752944 + Penalty 2615.648458 = -370350.104486
  nChanged 139
		SP:Iteration 3Q (56798.770000 sec): 3 clusters
  Score: Raw -373049.157639 + Penalty 2615.648458 = -370433.509181
  nChanged 117
		SP:Iteration 4Q (56798.950000 sec): 3 clusters
  Score: Raw -373113.595568 + Penalty 2615.648458 = -370497.947110
  nChanged 93
		SP:Iteration 5Q (56799.160000 sec): 3 clusters
  Score: Raw -373174.099413 + Penalty 2615.648458 = -370558.450955
  nChanged 104
		SP:Iteration 6Q (56799.330000 sec): 3 clusters
  Score: Raw -373242.734969 + Penalty 2615.648458 = -370627.086511
  nChanged 83
		SP:Iteration 7Q (56799.520000 sec): 3 clusters
  Score: Raw -373294.207892 + Penalty 2615.648458 = -370678.559434
  nChanged 81
		SP:Iteration 8Q (56799.670000 sec): 3 clusters
  Score: Raw -373340.700503 + Penalty 2615.648458 = -370725.052045
  nChanged 61
		SP:Iteration 9Q (56799.890000 sec): 3 clusters
  Score: Raw -373375.010777 + Penalty 2615.648458 = -370759.362319
  nChanged 58
		SP:Iteration 10Q (56800.060000 sec): 3 clusters
  Score: Raw -373406.190134 + Penalty 2615.648458 = -370790.541676
  nChanged 67
		SP:Iteration 11Q (56800.250000 sec): 3 clusters
  Score: Raw -373442.113300 + Penalty 2615.648458 = -370826.464842
  nChanged 52
		SP:Iteration 12Q (56800.420000 sec): 3 clusters
  Score: Raw -373474.857878 + Penalty 2615.648458 = -370859.209420
  nChanged 58
		SP:Iteration 13Q (56800.590000 sec): 3 clusters
  Score: Raw -373504.699113 + Penalty 2615.648458 = -370889.050655
  nChanged 58
		SP:Iteration 14Q (56800.800000 sec): 3 clusters
  Score: Raw -373539.513573 + Penalty 2615.648458 = -370923.865115
  nChanged 48
		SP:Iteration 15Q (56800.980000 sec): 3 clusters
  Score: Raw -373566.490012 + Penalty 2615.648458 = -370950.841554
  nChanged 45
		SP:Iteration 16Q (56801.140000 sec): 3 clusters
  Score: Raw -373591.694717 + Penalty 2615.648458 = -370976.046259
  nChanged 53
		SP:Iteration 17Q (56801.340000 sec): 3 clusters
  Score: Raw -373623.092483 + Penalty 2615.648458 = -371007.444025
  nChanged 39
		SP:Iteration 18Q (56801.520000 sec): 3 clusters
  Score: Raw -373645.015516 + Penalty 2615.648458 = -371029.367058
  nChanged 43
		SP:Iteration 19Q (56801.720000 sec): 3 clusters
  Score: Raw -373673.127479 + Penalty 2615.648458 = -371057.479021
  nChanged 48
		SP:Iteration 20F (56801.920000 sec): 3 clusters
  Score: Raw -373700.508357 + Penalty 2615.648458 = -371084.859899
  nChanged 32
		SP:Iteration 21Q (56802.080000 sec): 3 clusters
  Score: Raw -373716.368298 + Penalty 2615.648458 = -371100.719840
  nChanged 30
		SP:Iteration 22Q (56802.240000 sec): 3 clusters
  Score: Raw -373731.782738 + Penalty 2615.648458 = -371116.134280
  nChanged 31
		SP:Iteration 23Q (56802.440000 sec): 3 clusters
  Score: Raw -373751.954785 + Penalty 2615.648458 = -371136.306327
  nChanged 33
		SP:Iteration 24Q (56802.600000 sec): 3 clusters
  Score: Raw -373782.935140 + Penalty 2615.648458 = -371167.286682
  nChanged 39
		SP:Iteration 25Q (56802.780000 sec): 3 clusters
  Score: Raw -373815.266856 + Penalty 2615.648458 = -371199.618398
  nChanged 46
		SP:Iteration 26Q (56802.950000 sec): 3 clusters
  Score: Raw -373851.963334 + Penalty 2615.648458 = -371236.314876
  nChanged 52
		SP:Iteration 27Q (56803.110000 sec): 3 clusters
  Score: Raw -373893.043883 + Penalty 2615.648458 = -371277.395425
  nChanged 41
		SP:Iteration 28Q (56803.290000 sec): 3 clusters
  Score: Raw -373920.545658 + Penalty 2615.648458 = -371304.897200
  nChanged 40
		SP:Iteration 29Q (56803.470000 sec): 3 clusters
  Score: Raw -373949.270476 + Penalty 2615.648458 = -371333.622018
  nChanged 32
		SP:Iteration 30Q (56803.670000 sec): 3 clusters
  Score: Raw -373966.143913 + Penalty 2615.648458 = -371350.495455
  nChanged 21
		SP:Iteration 31Q (56803.810000 sec): 3 clusters
  Score: Raw -373977.961763 + Penalty 2615.648458 = -371362.313305
  nChanged 8
		SP:Iteration 32Q (56804.030000 sec): 3 clusters
  Score: Raw -373981.963613 + Penalty 2615.648458 = -371366.315155
  nChanged 4
		SP:Iteration 33Q (56804.180000 sec): 3 clusters
  Score: Raw -373983.644327 + Penalty 2615.648458 = -371367.995869
  nChanged 5
		SP:Iteration 34Q (56804.410000 sec): 3 clusters
  Score: Raw -373985.505398 + Penalty 2615.648458 = -371369.856940
  nChanged 9
		SP:Iteration 35Q (56804.600000 sec): 3 clusters
  Score: Raw -373989.641880 + Penalty 2615.648458 = -371373.993422
  nChanged 10
		SP:Iteration 36Q (56804.790000 sec): 3 clusters
  Score: Raw -373993.682689 + Penalty 2615.648458 = -371378.034231
  nChanged 9
		SP:Iteration 37Q (56804.910000 sec): 3 clusters
  Score: Raw -373997.083664 + Penalty 2615.648458 = -371381.435206
  nChanged 9
		SP:Iteration 38Q (56805.120000 sec): 3 clusters
  Score: Raw -373999.692469 + Penalty 2615.648458 = -371384.044011
  nChanged 6
		SP:Iteration 39Q (56805.300000 sec): 3 clusters
  Score: Raw -374001.737874 + Penalty 2615.648458 = -371386.089416
  nChanged 6
		SP:Iteration 40F (56805.460000 sec): 3 clusters
  Score: Raw -374003.135759 + Penalty 2615.648458 = -371387.487301
  nChanged 2
		SP:Iteration 41Q (56805.610000 sec): 3 clusters
  Score: Raw -374003.480011 + Penalty 2615.648458 = -371387.831553
  nChanged 3
		SP:Iteration 42Q (56805.820000 sec): 3 clusters
  Score: Raw -374003.986022 + Penalty 2615.648458 = -371388.337564
  nChanged 1
		SP:Iteration 43Q (56806.000000 sec): 3 clusters
  Score: Raw -374004.196185 + Penalty 2615.648458 = -371388.547727
  nChanged 2
		SP:Iteration 44Q (56806.140000 sec): 3 clusters
  Score: Raw -374004.600267 + Penalty 2615.648458 = -371388.951809
  nChanged 1
		SP:Iteration 45Q (56806.340000 sec): 3 clusters
  Score: Raw -374004.736487 + Penalty 2615.648458 = -371389.088029
  nChanged 0
		SP:Iteration 46F (56806.550000 sec): 3 clusters
  Score: Raw -374004.736487 + Penalty 2615.648458 = -371389.088029
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56806.660000 sec): 2 clusters
  Score: Raw -1247562.745545 + Penalty 1504.948832 = -1246057.796713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56806.930000 sec): 3 clusters
  Score: Raw -1241551.821452 + Penalty 3009.897664 = -1238541.923787
  nChanged 4632
		SP:Iteration 1F (56807.110000 sec): 3 clusters
  Score: Raw -1244087.194982 + Penalty 3009.897664 = -1241077.297318
  nChanged 656
		SP:Iteration 2F (56807.310000 sec): 3 clusters
  Score: Raw -1244398.989810 + Penalty 3009.897664 = -1241389.092146
  nChanged 585
		SP:Iteration 3F (56807.520000 sec): 3 clusters
  Score: Raw -1244661.666552 + Penalty 3009.897664 = -1241651.768888
  nChanged 563
		SP:Iteration 4F (56807.760000 sec): 3 clusters
  Score: Raw -1244945.658512 + Penalty 3009.897664 = -1241935.760848
  nChanged 528
		SP:Iteration 5F (56807.930000 sec): 3 clusters
  Score: Raw -1245229.728026 + Penalty 3009.897664 = -1242219.830362
  nChanged 544
		SP:Iteration 6F (56808.170000 sec): 3 clusters
  Score: Raw -1245527.520840 + Penalty 3009.897664 = -1242517.623176
  nChanged 517
		SP:Iteration 7Q (56808.380000 sec): 3 clusters
  Score: Raw -1245825.328842 + Penalty 3009.897664 = -1242815.431178
  nChanged 462
		SP:Iteration 8Q (56808.600000 sec): 3 clusters
  Score: Raw -1246082.670368 + Penalty 3009.897664 = -1243072.772704
  nChanged 419
		SP:Iteration 9Q (56808.820000 sec): 3 clusters
  Score: Raw -1246325.005793 + Penalty 3009.897664 = -1243315.108129
  nChanged 380
		SP:Iteration 10Q (56809.020000 sec): 3 clusters
  Score: Raw -1246533.808555 + Penalty 3009.897664 = -1243523.910891
  nChanged 328
		SP:Iteration 11Q (56809.260000 sec): 3 clusters
  Score: Raw -1246715.062213 + Penalty 3009.897664 = -1243705.164549
  nChanged 262
		SP:Iteration 12Q (56809.450000 sec): 3 clusters
  Score: Raw -1246860.193274 + Penalty 3009.897664 = -1243850.295610
  nChanged 227
		SP:Iteration 13Q (56809.660000 sec): 3 clusters
  Score: Raw -1246980.992575 + Penalty 3009.897664 = -1243971.094911
  nChanged 202
		SP:Iteration 14Q (56809.840000 sec): 3 clusters
  Score: Raw -1247079.637816 + Penalty 3009.897664 = -1244069.740151
  nChanged 179
		SP:Iteration 15Q (56810.080000 sec): 3 clusters
  Score: Raw -1247171.207909 + Penalty 3009.897664 = -1244161.310245
  nChanged 151
		SP:Iteration 16Q (56810.270000 sec): 3 clusters
  Score: Raw -1247239.931043 + Penalty 3009.897664 = -1244230.033379
  nChanged 120
		SP:Iteration 17Q (56810.490000 sec): 3 clusters
  Score: Raw -1247296.579332 + Penalty 3009.897664 = -1244286.681668
  nChanged 97
		SP:Iteration 18Q (56810.700000 sec): 3 clusters
  Score: Raw -1247350.057611 + Penalty 3009.897664 = -1244340.159946
  nChanged 91
		SP:Iteration 19Q (56810.940000 sec): 3 clusters
  Score: Raw -1247404.052101 + Penalty 3009.897664 = -1244394.154437
  nChanged 96
		SP:Iteration 20F (56811.130000 sec): 3 clusters
  Score: Raw -1247472.477130 + Penalty 3009.897664 = -1244462.579465
  nChanged 93
		SP:Iteration 21Q (56811.380000 sec): 3 clusters
  Score: Raw -1247532.123278 + Penalty 3009.897664 = -1244522.225614
  nChanged 67
		SP:Iteration 22Q (56811.550000 sec): 3 clusters
  Score: Raw -1247578.432851 + Penalty 3009.897664 = -1244568.535187
  nChanged 42
		SP:Iteration 23Q (56811.750000 sec): 3 clusters
  Score: Raw -1247613.731809 + Penalty 3009.897664 = -1244603.834144
  nChanged 38
		SP:Iteration 24Q (56811.950000 sec): 3 clusters
  Score: Raw -1247642.167046 + Penalty 3009.897664 = -1244632.269381
  nChanged 35
		SP:Iteration 25Q (56812.170000 sec): 3 clusters
  Score: Raw -1247667.440346 + Penalty 3009.897664 = -1244657.542682
  nChanged 21
		SP:Iteration 26Q (56812.370000 sec): 3 clusters
  Score: Raw -1247681.078436 + Penalty 3009.897664 = -1244671.180772
  nChanged 13
		SP:Iteration 27Q (56812.580000 sec): 3 clusters
  Score: Raw -1247689.697164 + Penalty 3009.897664 = -1244679.799500
  nChanged 16
		SP:Iteration 28Q (56812.820000 sec): 3 clusters
  Score: Raw -1247699.642838 + Penalty 3009.897664 = -1244689.745173
  nChanged 12
		SP:Iteration 29Q (56813.050000 sec): 3 clusters
  Score: Raw -1247707.666840 + Penalty 3009.897664 = -1244697.769175
  nChanged 14
		SP:Iteration 30Q (56813.270000 sec): 3 clusters
  Score: Raw -1247720.048644 + Penalty 3009.897664 = -1244710.150980
  nChanged 13
		SP:Iteration 31Q (56813.460000 sec): 3 clusters
  Score: Raw -1247730.081341 + Penalty 3009.897664 = -1244720.183677
  nChanged 12
		SP:Iteration 32Q (56813.660000 sec): 3 clusters
  Score: Raw -1247734.572380 + Penalty 3009.897664 = -1244724.674716
  nChanged 4
		SP:Iteration 33Q (56813.870000 sec): 3 clusters
  Score: Raw -1247737.642195 + Penalty 3009.897664 = -1244727.744531
  nChanged 3
		SP:Iteration 34Q (56814.090000 sec): 3 clusters
  Score: Raw -1247739.457276 + Penalty 3009.897664 = -1244729.559612
  nChanged 1
		SP:Iteration 35Q (56814.310000 sec): 3 clusters
  Score: Raw -1247739.809839 + Penalty 3009.897664 = -1244729.912175
  nChanged 1
		SP:Iteration 36Q (56814.510000 sec): 3 clusters
  Score: Raw -1247741.236712 + Penalty 3009.897664 = -1244731.339048
  nChanged 1
		SP:Iteration 37Q (56814.710000 sec): 3 clusters
  Score: Raw -1247742.100910 + Penalty 3009.897664 = -1244732.203246
  nChanged 3
		SP:Iteration 38Q (56814.930000 sec): 3 clusters
  Score: Raw -1247744.234150 + Penalty 3009.897664 = -1244734.336485
  nChanged 4
		SP:Iteration 39Q (56815.160000 sec): 3 clusters
  Score: Raw -1247747.661880 + Penalty 3009.897664 = -1244737.764216
  nChanged 5
		SP:Iteration 40F (56815.390000 sec): 3 clusters
  Score: Raw -1247750.214254 + Penalty 3009.897664 = -1244740.316589
  nChanged 3
		SP:Iteration 41Q (56815.590000 sec): 3 clusters
  Score: Raw -1247753.153892 + Penalty 3009.897664 = -1244743.256228
  nChanged 6
		SP:Iteration 42Q (56815.770000 sec): 3 clusters
  Score: Raw -1247758.051260 + Penalty 3009.897664 = -1244748.153595
  nChanged 3
		SP:Iteration 43Q (56815.980000 sec): 3 clusters
  Score: Raw -1247759.209156 + Penalty 3009.897664 = -1244749.311491
  nChanged 3
		SP:Iteration 44Q (56816.190000 sec): 3 clusters
  Score: Raw -1247761.902698 + Penalty 3009.897664 = -1244752.005034
  nChanged 3
		SP:Iteration 45Q (56816.420000 sec): 3 clusters
  Score: Raw -1247763.723867 + Penalty 3009.897664 = -1244753.826203
  nChanged 2
		SP:Iteration 46Q (56816.610000 sec): 3 clusters
  Score: Raw -1247764.472472 + Penalty 3009.897664 = -1244754.574808
  nChanged 0
		SP:Iteration 47F (56816.800000 sec): 3 clusters
  Score: Raw -1247764.472472 + Penalty 3009.897664 = -1244754.574808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56816.920000 sec): 2 clusters
  Score: Raw -423232.578121 + Penalty 1329.575022 = -421903.003099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56817.140000 sec): 3 clusters
  Score: Raw -421446.506531 + Penalty 2659.150044 = -418787.356487
  nChanged 1384
		SP:Iteration 1F (56817.290000 sec): 3 clusters
  Score: Raw -422253.362650 + Penalty 2659.150044 = -419594.212606
  nChanged 290
		SP:Iteration 2F (56817.460000 sec): 3 clusters
  Score: Raw -422417.262661 + Penalty 2659.150044 = -419758.112617
  nChanged 197
		SP:Iteration 3F (56817.670000 sec): 3 clusters
  Score: Raw -422507.113424 + Penalty 2659.150044 = -419847.963380
  nChanged 126
		SP:Iteration 4Q (56817.860000 sec): 3 clusters
  Score: Raw -422561.905884 + Penalty 2659.150044 = -419902.755839
  nChanged 109
		SP:Iteration 5Q (56818.080000 sec): 3 clusters
  Score: Raw -422610.373525 + Penalty 2659.150044 = -419951.223480
  nChanged 80
		SP:Iteration 6Q (56818.280000 sec): 3 clusters
  Score: Raw -422646.584379 + Penalty 2659.150044 = -419987.434335
  nChanged 70
		SP:Iteration 7Q (56818.440000 sec): 3 clusters
  Score: Raw -422674.659148 + Penalty 2659.150044 = -420015.509104
  nChanged 60
		SP:Iteration 8Q (56818.620000 sec): 3 clusters
  Score: Raw -422695.358478 + Penalty 2659.150044 = -420036.208434
  nChanged 41
		SP:Iteration 9Q (56818.810000 sec): 3 clusters
  Score: Raw -422707.628814 + Penalty 2659.150044 = -420048.478770
  nChanged 30
		SP:Iteration 10Q (56819.000000 sec): 3 clusters
  Score: Raw -422716.742607 + Penalty 2659.150044 = -420057.592563
  nChanged 27
		SP:Iteration 11Q (56819.160000 sec): 3 clusters
  Score: Raw -422725.220648 + Penalty 2659.150044 = -420066.070604
  nChanged 24
		SP:Iteration 12Q (56819.370000 sec): 3 clusters
  Score: Raw -422734.933413 + Penalty 2659.150044 = -420075.783368
  nChanged 25
		SP:Iteration 13Q (56819.530000 sec): 3 clusters
  Score: Raw -422743.929843 + Penalty 2659.150044 = -420084.779799
  nChanged 23
		SP:Iteration 14Q (56819.760000 sec): 3 clusters
  Score: Raw -422751.494428 + Penalty 2659.150044 = -420092.344384
  nChanged 20
		SP:Iteration 15Q (56819.950000 sec): 3 clusters
  Score: Raw -422758.203751 + Penalty 2659.150044 = -420099.053707
  nChanged 21
		SP:Iteration 16Q (56820.090000 sec): 3 clusters
  Score: Raw -422766.254932 + Penalty 2659.150044 = -420107.104887
  nChanged 18
		SP:Iteration 17Q (56820.280000 sec): 3 clusters
  Score: Raw -422771.591120 + Penalty 2659.150044 = -420112.441076
  nChanged 17
		SP:Iteration 18Q (56820.480000 sec): 3 clusters
  Score: Raw -422777.044544 + Penalty 2659.150044 = -420117.894500
  nChanged 16
		SP:Iteration 19Q (56820.650000 sec): 3 clusters
  Score: Raw -422780.970188 + Penalty 2659.150044 = -420121.820144
  nChanged 8
		SP:Iteration 20F (56820.830000 sec): 3 clusters
  Score: Raw -422783.333419 + Penalty 2659.150044 = -420124.183375
  nChanged 8
		SP:Iteration 21Q (56820.990000 sec): 3 clusters
  Score: Raw -422786.337710 + Penalty 2659.150044 = -420127.187666
  nChanged 8
		SP:Iteration 22Q (56821.200000 sec): 3 clusters
  Score: Raw -422788.759608 + Penalty 2659.150044 = -420129.609564
  nChanged 8
		SP:Iteration 23Q (56821.340000 sec): 3 clusters
  Score: Raw -422790.797327 + Penalty 2659.150044 = -420131.647283
  nChanged 9
		SP:Iteration 24Q (56821.540000 sec): 3 clusters
  Score: Raw -422793.116375 + Penalty 2659.150044 = -420133.966331
  nChanged 7
		SP:Iteration 25Q (56821.680000 sec): 3 clusters
  Score: Raw -422795.109748 + Penalty 2659.150044 = -420135.959704
  nChanged 7
		SP:Iteration 26Q (56821.860000 sec): 3 clusters
  Score: Raw -422797.399855 + Penalty 2659.150044 = -420138.249811
  nChanged 10
		SP:Iteration 27Q (56822.040000 sec): 3 clusters
  Score: Raw -422799.965607 + Penalty 2659.150044 = -420140.815563
  nChanged 10
		SP:Iteration 28Q (56822.240000 sec): 3 clusters
  Score: Raw -422803.325658 + Penalty 2659.150044 = -420144.175613
  nChanged 11
		SP:Iteration 29Q (56822.450000 sec): 3 clusters
  Score: Raw -422806.010145 + Penalty 2659.150044 = -420146.860101
  nChanged 9
		SP:Iteration 30Q (56822.600000 sec): 3 clusters
  Score: Raw -422808.563563 + Penalty 2659.150044 = -420149.413518
  nChanged 6
		SP:Iteration 31Q (56822.820000 sec): 3 clusters
  Score: Raw -422810.513551 + Penalty 2659.150044 = -420151.363506
  nChanged 5
		SP:Iteration 32Q (56822.980000 sec): 3 clusters
  Score: Raw -422813.296985 + Penalty 2659.150044 = -420154.146941
  nChanged 6
		SP:Iteration 33Q (56823.200000 sec): 3 clusters
  Score: Raw -422815.198900 + Penalty 2659.150044 = -420156.048855
  nChanged 5
		SP:Iteration 34Q (56823.350000 sec): 3 clusters
  Score: Raw -422816.859933 + Penalty 2659.150044 = -420157.709889
  nChanged 5
		SP:Iteration 35Q (56823.570000 sec): 3 clusters
  Score: Raw -422818.597109 + Penalty 2659.150044 = -420159.447065
  nChanged 4
		SP:Iteration 36Q (56823.750000 sec): 3 clusters
  Score: Raw -422820.224849 + Penalty 2659.150044 = -420161.074805
  nChanged 7
		SP:Iteration 37Q (56823.920000 sec): 3 clusters
  Score: Raw -422821.886213 + Penalty 2659.150044 = -420162.736169
  nChanged 7
		SP:Iteration 38Q (56824.100000 sec): 3 clusters
  Score: Raw -422823.862121 + Penalty 2659.150044 = -420164.712077
  nChanged 9
		SP:Iteration 39Q (56824.280000 sec): 3 clusters
  Score: Raw -422827.094547 + Penalty 2659.150044 = -420167.944503
  nChanged 13
		SP:Iteration 40F (56824.450000 sec): 3 clusters
  Score: Raw -422831.003863 + Penalty 2659.150044 = -420171.853819
  nChanged 10
		SP:Iteration 41Q (56824.610000 sec): 3 clusters
  Score: Raw -422834.615087 + Penalty 2659.150044 = -420175.465043
  nChanged 14
		SP:Iteration 42Q (56824.780000 sec): 3 clusters
  Score: Raw -422840.067583 + Penalty 2659.150044 = -420180.917538
  nChanged 15
		SP:Iteration 43Q (56825.010000 sec): 3 clusters
  Score: Raw -422845.790371 + Penalty 2659.150044 = -420186.640326
  nChanged 16
		SP:Iteration 44Q (56825.140000 sec): 3 clusters
  Score: Raw -422852.267043 + Penalty 2659.150044 = -420193.116999
  nChanged 22
		SP:Iteration 45Q (56825.320000 sec): 3 clusters
  Score: Raw -422859.777436 + Penalty 2659.150044 = -420200.627392
  nChanged 19
		SP:Iteration 46Q (56825.480000 sec): 3 clusters
  Score: Raw -422867.765239 + Penalty 2659.150044 = -420208.615195
  nChanged 21
		SP:Iteration 47Q (56825.710000 sec): 3 clusters
  Score: Raw -422874.490654 + Penalty 2659.150044 = -420215.340610
  nChanged 13
		SP:Iteration 48Q (56825.850000 sec): 3 clusters
  Score: Raw -422879.170579 + Penalty 2659.150044 = -420220.020534
  nChanged 14
		SP:Iteration 49Q (56826.050000 sec): 3 clusters
  Score: Raw -422882.710045 + Penalty 2659.150044 = -420223.560001
  nChanged 14
		SP:Iteration 50Q (56826.220000 sec): 3 clusters
  Score: Raw -422886.995559 + Penalty 2659.150044 = -420227.845515
  nChanged 12
		SP:Iteration 51Q (56826.450000 sec): 3 clusters
  Score: Raw -422890.929428 + Penalty 2659.150044 = -420231.779384
  nChanged 9
		SP:Iteration 52Q (56826.610000 sec): 3 clusters
  Score: Raw -422893.107514 + Penalty 2659.150044 = -420233.957470
  nChanged 4
		SP:Iteration 53Q (56826.790000 sec): 3 clusters
  Score: Raw -422895.112135 + Penalty 2659.150044 = -420235.962091
  nChanged 9
		SP:Iteration 54Q (56826.970000 sec): 3 clusters
  Score: Raw -422898.187831 + Penalty 2659.150044 = -420239.037787
  nChanged 21
		SP:Iteration 55Q (56827.150000 sec): 3 clusters
  Score: Raw -422905.774063 + Penalty 2659.150044 = -420246.624019
  nChanged 15
		SP:Iteration 56Q (56827.310000 sec): 3 clusters
  Score: Raw -422911.391191 + Penalty 2659.150044 = -420252.241146
  nChanged 17
		SP:Iteration 57Q (56827.490000 sec): 3 clusters
  Score: Raw -422918.792646 + Penalty 2659.150044 = -420259.642602
  nChanged 21
		SP:Iteration 58Q (56827.680000 sec): 3 clusters
  Score: Raw -422929.054078 + Penalty 2659.150044 = -420269.904034
  nChanged 21
		SP:Iteration 59Q (56827.890000 sec): 3 clusters
  Score: Raw -422937.884184 + Penalty 2659.150044 = -420278.734140
  nChanged 22
		SP:Iteration 60F (56828.070000 sec): 3 clusters
  Score: Raw -422946.069278 + Penalty 2659.150044 = -420286.919234
  nChanged 20
		SP:Iteration 61Q (56828.220000 sec): 3 clusters
  Score: Raw -422952.424819 + Penalty 2659.150044 = -420293.274774
  nChanged 15
		SP:Iteration 62Q (56828.380000 sec): 3 clusters
  Score: Raw -422958.164848 + Penalty 2659.150044 = -420299.014804
  nChanged 19
		SP:Iteration 63Q (56828.520000 sec): 3 clusters
  Score: Raw -422965.358359 + Penalty 2659.150044 = -420306.208315
  nChanged 14
		SP:Iteration 64Q (56828.700000 sec): 3 clusters
  Score: Raw -422970.965187 + Penalty 2659.150044 = -420311.815142
  nChanged 19
		SP:Iteration 65Q (56828.870000 sec): 3 clusters
  Score: Raw -422976.138212 + Penalty 2659.150044 = -420316.988168
  nChanged 16
		SP:Iteration 66Q (56829.040000 sec): 3 clusters
  Score: Raw -422982.199110 + Penalty 2659.150044 = -420323.049065
  nChanged 14
		SP:Iteration 67Q (56829.210000 sec): 3 clusters
  Score: Raw -422987.239164 + Penalty 2659.150044 = -420328.089120
  nChanged 23
		SP:Iteration 68Q (56829.380000 sec): 3 clusters
  Score: Raw -422994.679202 + Penalty 2659.150044 = -420335.529158
  nChanged 22
		SP:Iteration 69Q (56829.570000 sec): 3 clusters
  Score: Raw -423001.291529 + Penalty 2659.150044 = -420342.141485
  nChanged 21
		SP:Iteration 70Q (56829.750000 sec): 3 clusters
  Score: Raw -423005.946597 + Penalty 2659.150044 = -420346.796553
  nChanged 10
		SP:Iteration 71Q (56829.910000 sec): 3 clusters
  Score: Raw -423008.808710 + Penalty 2659.150044 = -420349.658666
  nChanged 5
		SP:Iteration 72Q (56830.100000 sec): 3 clusters
  Score: Raw -423010.034878 + Penalty 2659.150044 = -420350.884834
  nChanged 4
		SP:Iteration 73Q (56830.270000 sec): 3 clusters
  Score: Raw -423011.659258 + Penalty 2659.150044 = -420352.509213
  nChanged 4
		SP:Iteration 74Q (56830.490000 sec): 3 clusters
  Score: Raw -423012.709549 + Penalty 2659.150044 = -420353.559505
  nChanged 6
		SP:Iteration 75Q (56830.650000 sec): 3 clusters
  Score: Raw -423015.899269 + Penalty 2659.150044 = -420356.749224
  nChanged 14
		SP:Iteration 76Q (56830.840000 sec): 3 clusters
  Score: Raw -423020.962550 + Penalty 2659.150044 = -420361.812506
  nChanged 20
		SP:Iteration 77Q (56831.020000 sec): 3 clusters
  Score: Raw -423028.495312 + Penalty 2659.150044 = -420369.345267
  nChanged 23
		SP:Iteration 78Q (56831.190000 sec): 3 clusters
  Score: Raw -423037.817861 + Penalty 2659.150044 = -420378.667817
  nChanged 25
		SP:Iteration 79Q (56831.380000 sec): 3 clusters
  Score: Raw -423050.647594 + Penalty 2659.150044 = -420391.497550
  nChanged 27
		SP:Iteration 80F (56831.580000 sec): 3 clusters
  Score: Raw -423063.562049 + Penalty 2659.150044 = -420404.412005
  nChanged 29
		SP:Iteration 81Q (56831.760000 sec): 3 clusters
  Score: Raw -423078.404562 + Penalty 2659.150044 = -420419.254517
  nChanged 28
		SP:Iteration 82Q (56831.950000 sec): 3 clusters
  Score: Raw -423087.699688 + Penalty 2659.150044 = -420428.549644
  nChanged 22
		SP:Iteration 83Q (56832.110000 sec): 3 clusters
  Score: Raw -423095.697195 + Penalty 2659.150044 = -420436.547151
  nChanged 30
		SP:Iteration 84Q (56832.280000 sec): 3 clusters
  Score: Raw -423110.061540 + Penalty 2659.150044 = -420450.911496
  nChanged 28
		SP:Iteration 85Q (56832.480000 sec): 3 clusters
  Score: Raw -423128.196194 + Penalty 2659.150044 = -420469.046150
  nChanged 33
		SP:Iteration 86Q (56832.660000 sec): 3 clusters
  Score: Raw -423147.087300 + Penalty 2659.150044 = -420487.937255
  nChanged 31
		SP:Iteration 87Q (56832.870000 sec): 3 clusters
  Score: Raw -423158.447720 + Penalty 2659.150044 = -420499.297676
  nChanged 21
		SP:Iteration 88Q (56833.040000 sec): 3 clusters
  Score: Raw -423168.591919 + Penalty 2659.150044 = -420509.441874
  nChanged 22
		SP:Iteration 89Q (56833.250000 sec): 3 clusters
  Score: Raw -423179.200122 + Penalty 2659.150044 = -420520.050078
  nChanged 25
		SP:Iteration 90Q (56833.480000 sec): 3 clusters
  Score: Raw -423191.786263 + Penalty 2659.150044 = -420532.636219
  nChanged 28
		SP:Iteration 91Q (56833.630000 sec): 3 clusters
  Score: Raw -423212.398520 + Penalty 2659.150044 = -420553.248475
  nChanged 33
		SP:Iteration 92Q (56833.810000 sec): 3 clusters
  Score: Raw -423236.744691 + Penalty 2659.150044 = -420577.594646
  nChanged 38
		SP:Iteration 93Q (56834.020000 sec): 3 clusters
  Score: Raw -423265.992219 + Penalty 2659.150044 = -420606.842175
  nChanged 37
		SP:Iteration 94Q (56834.190000 sec): 3 clusters
  Score: Raw -423289.329491 + Penalty 2659.150044 = -420630.179446
  nChanged 34
		SP:Iteration 95Q (56834.370000 sec): 3 clusters
  Score: Raw -423306.394792 + Penalty 2659.150044 = -420647.244747
  nChanged 18
		SP:Iteration 96Q (56834.590000 sec): 3 clusters
  Score: Raw -423314.584851 + Penalty 2659.150044 = -420655.434807
  nChanged 9
		SP:Iteration 97Q (56834.740000 sec): 3 clusters
  Score: Raw -423320.309782 + Penalty 2659.150044 = -420661.159738
  nChanged 15
		SP:Iteration 98Q (56834.950000 sec): 3 clusters
  Score: Raw -423328.438442 + Penalty 2659.150044 = -420669.288398
  nChanged 14
		SP:Iteration 99Q (56835.130000 sec): 3 clusters
  Score: Raw -423336.422545 + Penalty 2659.150044 = -420677.272500
  nChanged 15
		SP:Iteration 100F (56835.330000 sec): 3 clusters
  Score: Raw -423347.354297 + Penalty 2659.150044 = -420688.204252
  nChanged 19
		SP:Iteration 101Q (56835.520000 sec): 3 clusters
  Score: Raw -423358.748022 + Penalty 2659.150044 = -420699.597977
  nChanged 20
		SP:Iteration 102Q (56835.710000 sec): 3 clusters
  Score: Raw -423370.324091 + Penalty 2659.150044 = -420711.174047
  nChanged 16
		SP:Iteration 103Q (56835.900000 sec): 3 clusters
  Score: Raw -423379.811097 + Penalty 2659.150044 = -420720.661052
  nChanged 17
		SP:Iteration 104Q (56836.060000 sec): 3 clusters
  Score: Raw -423392.412716 + Penalty 2659.150044 = -420733.262672
  nChanged 16
		SP:Iteration 105Q (56836.260000 sec): 3 clusters
  Score: Raw -423402.213144 + Penalty 2659.150044 = -420743.063100
  nChanged 10
		SP:Iteration 106Q (56836.420000 sec): 3 clusters
  Score: Raw -423411.590540 + Penalty 2659.150044 = -420752.440496
  nChanged 16
		SP:Iteration 107Q (56836.590000 sec): 3 clusters
  Score: Raw -423426.654818 + Penalty 2659.150044 = -420767.504774
  nChanged 19
		SP:Iteration 108Q (56836.810000 sec): 3 clusters
  Score: Raw -423442.053828 + Penalty 2659.150044 = -420782.903784
  nChanged 15
		SP:Iteration 109Q (56836.980000 sec): 3 clusters
  Score: Raw -423454.203619 + Penalty 2659.150044 = -420795.053574
  nChanged 10
		SP:Iteration 110Q (56837.170000 sec): 3 clusters
  Score: Raw -423462.794371 + Penalty 2659.150044 = -420803.644327
  nChanged 11
		SP:Iteration 111Q (56837.320000 sec): 3 clusters
  Score: Raw -423470.070364 + Penalty 2659.150044 = -420810.920319
  nChanged 7
		SP:Iteration 112Q (56837.510000 sec): 3 clusters
  Score: Raw -423474.945482 + Penalty 2659.150044 = -420815.795438
  nChanged 9
		SP:Iteration 113Q (56837.690000 sec): 3 clusters
  Score: Raw -423481.120222 + Penalty 2659.150044 = -420821.970178
  nChanged 4
		SP:Iteration 114Q (56837.870000 sec): 3 clusters
  Score: Raw -423483.478159 + Penalty 2659.150044 = -420824.328115
  nChanged 2
		SP:Iteration 115Q (56838.060000 sec): 3 clusters
  Score: Raw -423485.066805 + Penalty 2659.150044 = -420825.916760
  nChanged 3
		SP:Iteration 116Q (56838.220000 sec): 3 clusters
  Score: Raw -423488.677181 + Penalty 2659.150044 = -420829.527137
  nChanged 5
		SP:Iteration 117Q (56838.390000 sec): 3 clusters
  Score: Raw -423492.569477 + Penalty 2659.150044 = -420833.419432
  nChanged 6
		SP:Iteration 118Q (56838.580000 sec): 3 clusters
  Score: Raw -423497.648385 + Penalty 2659.150044 = -420838.498340
  nChanged 8
		SP:Iteration 119Q (56838.780000 sec): 3 clusters
  Score: Raw -423505.517107 + Penalty 2659.150044 = -420846.367063
  nChanged 6
		SP:Iteration 120F (56838.970000 sec): 3 clusters
  Score: Raw -423509.415423 + Penalty 2659.150044 = -420850.265379
  nChanged 10
		SP:Iteration 121Q (56839.110000 sec): 3 clusters
  Score: Raw -423515.778738 + Penalty 2659.150044 = -420856.628694
  nChanged 5
		SP:Iteration 122Q (56839.290000 sec): 3 clusters
  Score: Raw -423519.677555 + Penalty 2659.150044 = -420860.527511
  nChanged 6
		SP:Iteration 123Q (56839.470000 sec): 3 clusters
  Score: Raw -423528.227933 + Penalty 2659.150044 = -420869.077889
  nChanged 5
		SP:Iteration 124Q (56839.640000 sec): 3 clusters
  Score: Raw -423533.658889 + Penalty 2659.150044 = -420874.508845
  nChanged 3
		SP:Iteration 125Q (56839.810000 sec): 3 clusters
  Score: Raw -423536.832921 + Penalty 2659.150044 = -420877.682877
  nChanged 8
		SP:Iteration 126Q (56839.970000 sec): 3 clusters
  Score: Raw -423543.150963 + Penalty 2659.150044 = -420884.000919
  nChanged 4
		SP:Iteration 127Q (56840.170000 sec): 3 clusters
  Score: Raw -423547.356809 + Penalty 2659.150044 = -420888.206764
  nChanged 3
		SP:Iteration 128Q (56840.340000 sec): 3 clusters
  Score: Raw -423550.614975 + Penalty 2659.150044 = -420891.464931
  nChanged 1
		SP:Iteration 129Q (56840.540000 sec): 3 clusters
  Score: Raw -423551.007925 + Penalty 2659.150044 = -420891.857880
  nChanged 0
		SP:Iteration 130F (56840.730000 sec): 3 clusters
  Score: Raw -423551.007925 + Penalty 2659.150044 = -420891.857880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56840.910000 sec): 2 clusters
  Score: Raw -1524462.044967 + Penalty 1536.082576 = -1522925.962391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56841.130000 sec): 3 clusters
  Score: Raw -1517163.137666 + Penalty 3072.165152 = -1514090.972514
  nChanged 5583
		SP:Iteration 1F (56841.310000 sec): 3 clusters
  Score: Raw -1520221.097306 + Penalty 3072.165152 = -1517148.932154
  nChanged 729
		SP:Iteration 2F (56841.530000 sec): 3 clusters
  Score: Raw -1520529.417765 + Penalty 3072.165152 = -1517457.252613
  nChanged 631
		SP:Iteration 3Q (56841.810000 sec): 3 clusters
  Score: Raw -1520818.008795 + Penalty 3072.165152 = -1517745.843644
  nChanged 617
		SP:Iteration 4Q (56842.040000 sec): 3 clusters
  Score: Raw -1521110.790204 + Penalty 3072.165152 = -1518038.625053
  nChanged 577
		SP:Iteration 5Q (56842.210000 sec): 3 clusters
  Score: Raw -1521414.739383 + Penalty 3072.165152 = -1518342.574231
  nChanged 619
		SP:Iteration 6Q (56842.510000 sec): 3 clusters
  Score: Raw -1521755.346232 + Penalty 3072.165152 = -1518683.181081
  nChanged 622
		SP:Iteration 7Q (56842.710000 sec): 3 clusters
  Score: Raw -1522137.044511 + Penalty 3072.165152 = -1519064.879360
  nChanged 629
		SP:Iteration 8Q (56842.980000 sec): 3 clusters
  Score: Raw -1522583.865334 + Penalty 3072.165152 = -1519511.700182
  nChanged 617
		SP:Iteration 9Q (56843.210000 sec): 3 clusters
  Score: Raw -1523075.878082 + Penalty 3072.165152 = -1520003.712930
  nChanged 511
		SP:Iteration 10Q (56843.430000 sec): 3 clusters
  Score: Raw -1523493.673632 + Penalty 3072.165152 = -1520421.508481
  nChanged 432
		SP:Iteration 11Q (56843.630000 sec): 3 clusters
  Score: Raw -1523864.039142 + Penalty 3072.165152 = -1520791.873991
  nChanged 317
		SP:Iteration 12Q (56843.840000 sec): 3 clusters
  Score: Raw -1524112.439374 + Penalty 3072.165152 = -1521040.274223
  nChanged 208
		SP:Iteration 13Q (56844.110000 sec): 3 clusters
  Score: Raw -1524289.720539 + Penalty 3072.165152 = -1521217.555388
  nChanged 146
		SP:Iteration 14Q (56844.290000 sec): 3 clusters
  Score: Raw -1524427.550520 + Penalty 3072.165152 = -1521355.385368
  nChanged 87
		SP:Iteration 15Q (56844.500000 sec): 3 clusters
  Score: Raw -1524515.779765 + Penalty 3072.165152 = -1521443.614613
  nChanged 57
		SP:Iteration 16Q (56844.700000 sec): 3 clusters
  Score: Raw -1524560.018071 + Penalty 3072.165152 = -1521487.852920
  nChanged 26
		SP:Iteration 17Q (56844.930000 sec): 3 clusters
  Score: Raw -1524579.096602 + Penalty 3072.165152 = -1521506.931450
  nChanged 25
		SP:Iteration 18Q (56845.120000 sec): 3 clusters
  Score: Raw -1524606.248727 + Penalty 3072.165152 = -1521534.083575
  nChanged 16
		SP:Iteration 19Q (56845.370000 sec): 3 clusters
  Score: Raw -1524622.950554 + Penalty 3072.165152 = -1521550.785402
  nChanged 21
		SP:Iteration 20F (56845.550000 sec): 3 clusters
  Score: Raw -1524642.475291 + Penalty 3072.165152 = -1521570.310139
  nChanged 12
		SP:Iteration 21Q (56845.750000 sec): 3 clusters
  Score: Raw -1524652.377124 + Penalty 3072.165152 = -1521580.211972
  nChanged 8
		SP:Iteration 22Q (56845.970000 sec): 3 clusters
  Score: Raw -1524661.455318 + Penalty 3072.165152 = -1521589.290166
  nChanged 6
		SP:Iteration 23Q (56846.220000 sec): 3 clusters
  Score: Raw -1524668.974041 + Penalty 3072.165152 = -1521596.808889
  nChanged 2
		SP:Iteration 24Q (56846.390000 sec): 3 clusters
  Score: Raw -1524671.057604 + Penalty 3072.165152 = -1521598.892452
  nChanged 0
		SP:Iteration 25F (56846.660000 sec): 3 clusters
  Score: Raw -1524671.057604 + Penalty 3072.165152 = -1521598.892452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56846.730000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56846.890000 sec): 3 clusters
  Score: Raw -146016.177002 + Penalty 2329.537985 = -143686.639017
  nChanged 430
		SP:Iteration 1F (56847.040000 sec): 3 clusters
  Score: Raw -146423.606716 + Penalty 2329.537985 = -144094.068731
  nChanged 108
		SP:Iteration 2F (56847.240000 sec): 3 clusters
  Score: Raw -146556.166322 + Penalty 2329.537985 = -144226.628337
  nChanged 61
		SP:Iteration 3Q (56847.410000 sec): 3 clusters
  Score: Raw -146619.096391 + Penalty 2329.537985 = -144289.558406
  nChanged 47
		SP:Iteration 4Q (56847.570000 sec): 3 clusters
  Score: Raw -146661.121415 + Penalty 2329.537985 = -144331.583430
  nChanged 30
		SP:Iteration 5Q (56847.750000 sec): 3 clusters
  Score: Raw -146692.750890 + Penalty 2329.537985 = -144363.212905
  nChanged 30
		SP:Iteration 6Q (56847.930000 sec): 3 clusters
  Score: Raw -146739.897000 + Penalty 2329.537985 = -144410.359015
  nChanged 23
		SP:Iteration 7Q (56848.070000 sec): 3 clusters
  Score: Raw -146777.173969 + Penalty 2329.537985 = -144447.635985
  nChanged 20
		SP:Iteration 8Q (56848.240000 sec): 3 clusters
  Score: Raw -146806.465819 + Penalty 2329.537985 = -144476.927834
  nChanged 26
		SP:Iteration 9Q (56848.440000 sec): 3 clusters
  Score: Raw -146834.156097 + Penalty 2329.537985 = -144504.618112
  nChanged 23
		SP:Iteration 10Q (56848.620000 sec): 3 clusters
  Score: Raw -146855.078489 + Penalty 2329.537985 = -144525.540505
  nChanged 17
		SP:Iteration 11Q (56848.800000 sec): 3 clusters
  Score: Raw -146871.822758 + Penalty 2329.537985 = -144542.284773
  nChanged 17
		SP:Iteration 12Q (56848.940000 sec): 3 clusters
  Score: Raw -146890.892837 + Penalty 2329.537985 = -144561.354852
  nChanged 13
		SP:Iteration 13Q (56849.140000 sec): 3 clusters
  Score: Raw -146905.245912 + Penalty 2329.537985 = -144575.707927
  nChanged 14
		SP:Iteration 14Q (56849.300000 sec): 3 clusters
  Score: Raw -146917.896312 + Penalty 2329.537985 = -144588.358327
  nChanged 12
		SP:Iteration 15Q (56849.510000 sec): 3 clusters
  Score: Raw -146929.867831 + Penalty 2329.537985 = -144600.329846
  nChanged 9
		SP:Iteration 16Q (56849.640000 sec): 3 clusters
  Score: Raw -146942.855134 + Penalty 2329.537985 = -144613.317149
  nChanged 17
		SP:Iteration 17Q (56849.820000 sec): 3 clusters
  Score: Raw -146961.079368 + Penalty 2329.537985 = -144631.541383
  nChanged 21
		SP:Iteration 18Q (56849.980000 sec): 3 clusters
  Score: Raw -146983.043424 + Penalty 2329.537985 = -144653.505439
  nChanged 21
		SP:Iteration 19Q (56850.110000 sec): 3 clusters
  Score: Raw -147007.091586 + Penalty 2329.537985 = -144677.553601
  nChanged 27
		SP:Iteration 20F (56850.300000 sec): 3 clusters
  Score: Raw -147035.358852 + Penalty 2329.537985 = -144705.820867
  nChanged 20
		SP:Iteration 21Q (56850.440000 sec): 3 clusters
  Score: Raw -147057.642407 + Penalty 2329.537985 = -144728.104422
  nChanged 21
		SP:Iteration 22Q (56850.610000 sec): 3 clusters
  Score: Raw -147081.336933 + Penalty 2329.537985 = -144751.798948
  nChanged 16
		SP:Iteration 23Q (56850.790000 sec): 3 clusters
  Score: Raw -147095.982159 + Penalty 2329.537985 = -144766.444174
  nChanged 11
		SP:Iteration 24Q (56850.980000 sec): 3 clusters
  Score: Raw -147107.434616 + Penalty 2329.537985 = -144777.896631
  nChanged 11
		SP:Iteration 25Q (56851.170000 sec): 3 clusters
  Score: Raw -147114.619783 + Penalty 2329.537985 = -144785.081798
  nChanged 14
		SP:Iteration 26Q (56851.320000 sec): 3 clusters
  Score: Raw -147124.669054 + Penalty 2329.537985 = -144795.131069
  nChanged 13
		SP:Iteration 27Q (56851.510000 sec): 3 clusters
  Score: Raw -147137.802367 + Penalty 2329.537985 = -144808.264382
  nChanged 15
		SP:Iteration 28Q (56851.690000 sec): 3 clusters
  Score: Raw -147151.485360 + Penalty 2329.537985 = -144821.947375
  nChanged 13
		SP:Iteration 29Q (56851.870000 sec): 3 clusters
  Score: Raw -147167.874679 + Penalty 2329.537985 = -144838.336695
  nChanged 21
		SP:Iteration 30Q (56852.080000 sec): 3 clusters
  Score: Raw -147193.207727 + Penalty 2329.537985 = -144863.669742
  nChanged 23
		SP:Iteration 31Q (56852.250000 sec): 3 clusters
  Score: Raw -147225.948460 + Penalty 2329.537985 = -144896.410475
  nChanged 22
		SP:Iteration 32Q (56852.420000 sec): 3 clusters
  Score: Raw -147264.931428 + Penalty 2329.537985 = -144935.393443
  nChanged 22
		SP:Iteration 33Q (56852.580000 sec): 3 clusters
  Score: Raw -147300.237936 + Penalty 2329.537985 = -144970.699951
  nChanged 16
		SP:Iteration 34Q (56852.730000 sec): 3 clusters
  Score: Raw -147320.096528 + Penalty 2329.537985 = -144990.558543
  nChanged 12
		SP:Iteration 35Q (56852.880000 sec): 3 clusters
  Score: Raw -147327.393461 + Penalty 2329.537985 = -144997.855476
  nChanged 4
		SP:Iteration 36Q (56853.050000 sec): 3 clusters
  Score: Raw -147332.551047 + Penalty 2329.537985 = -145003.013062
  nChanged 6
		SP:Iteration 37Q (56853.210000 sec): 3 clusters
  Score: Raw -147338.333044 + Penalty 2329.537985 = -145008.795059
  nChanged 5
		SP:Iteration 38Q (56853.390000 sec): 3 clusters
  Score: Raw -147343.212293 + Penalty 2329.537985 = -145013.674308
  nChanged 3
		SP:Iteration 39Q (56853.570000 sec): 3 clusters
  Score: Raw -147347.928967 + Penalty 2329.537985 = -145018.390983
  nChanged 4
		SP:Iteration 40F (56853.760000 sec): 3 clusters
  Score: Raw -147350.187736 + Penalty 2329.537985 = -145020.649751
  nChanged 2
		SP:Iteration 41Q (56853.930000 sec): 3 clusters
  Score: Raw -147352.028359 + Penalty 2329.537985 = -145022.490374
  nChanged 2
		SP:Iteration 42Q (56854.120000 sec): 3 clusters
  Score: Raw -147353.327497 + Penalty 2329.537985 = -145023.789512
  nChanged 2
		SP:Iteration 43Q (56854.310000 sec): 3 clusters
  Score: Raw -147355.458003 + Penalty 2329.537985 = -145025.920018
  nChanged 2
		SP:Iteration 44Q (56854.520000 sec): 3 clusters
  Score: Raw -147356.968038 + Penalty 2329.537985 = -145027.430053
  nChanged 1
		SP:Iteration 45Q (56854.670000 sec): 3 clusters
  Score: Raw -147357.997632 + Penalty 2329.537985 = -145028.459648
  nChanged 0
		SP:Iteration 46F (56854.870000 sec): 3 clusters
  Score: Raw -147357.997632 + Penalty 2329.537985 = -145028.459648
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56854.970000 sec): 2 clusters
  Score: Raw -460162.688456 + Penalty 1344.583014 = -458818.105442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56855.150000 sec): 3 clusters
  Score: Raw -458146.437048 + Penalty 2689.166027 = -455457.271021
  nChanged 1549
		SP:Iteration 1F (56855.370000 sec): 3 clusters
  Score: Raw -459027.869340 + Penalty 2689.166027 = -456338.703313
  nChanged 316
		SP:Iteration 2F (56855.550000 sec): 3 clusters
  Score: Raw -459234.830557 + Penalty 2689.166027 = -456545.664530
  nChanged 241
		SP:Iteration 3F (56855.710000 sec): 3 clusters
  Score: Raw -459411.081063 + Penalty 2689.166027 = -456721.915036
  nChanged 226
		SP:Iteration 4F (56855.910000 sec): 3 clusters
  Score: Raw -459582.363256 + Penalty 2689.166027 = -456893.197229
  nChanged 185
		SP:Iteration 5Q (56856.110000 sec): 3 clusters
  Score: Raw -459730.506527 + Penalty 2689.166027 = -457041.340500
  nChanged 171
		SP:Iteration 6Q (56856.330000 sec): 3 clusters
  Score: Raw -459901.105481 + Penalty 2689.166027 = -457211.939454
  nChanged 185
		SP:Iteration 7Q (56856.510000 sec): 3 clusters
  Score: Raw -460075.229134 + Penalty 2689.166027 = -457386.063107
  nChanged 177
		SP:Iteration 8Q (56856.680000 sec): 3 clusters
  Score: Raw -460252.977099 + Penalty 2689.166027 = -457563.811071
  nChanged 174
		SP:Iteration 9Q (56856.880000 sec): 3 clusters
  Score: Raw -460440.146072 + Penalty 2689.166027 = -457750.980045
  nChanged 188
		SP:Iteration 10Q (56857.070000 sec): 3 clusters
  Score: Raw -460631.542315 + Penalty 2689.166027 = -457942.376288
  nChanged 172
		SP:Iteration 11Q (56857.230000 sec): 3 clusters
  Score: Raw -460756.049126 + Penalty 2689.166027 = -458066.883098
  nChanged 105
		SP:Iteration 12Q (56857.430000 sec): 3 clusters
  Score: Raw -460825.360179 + Penalty 2689.166027 = -458136.194152
  nChanged 92
		SP:Iteration 13Q (56857.600000 sec): 3 clusters
  Score: Raw -460881.449018 + Penalty 2689.166027 = -458192.282991
  nChanged 63
		SP:Iteration 14Q (56857.810000 sec): 3 clusters
  Score: Raw -460920.441676 + Penalty 2689.166027 = -458231.275649
  nChanged 58
		SP:Iteration 15Q (56858.000000 sec): 3 clusters
  Score: Raw -460953.704283 + Penalty 2689.166027 = -458264.538256
  nChanged 36
		SP:Iteration 16Q (56858.170000 sec): 3 clusters
  Score: Raw -460967.138306 + Penalty 2689.166027 = -458277.972279
  nChanged 25
		SP:Iteration 17Q (56858.350000 sec): 3 clusters
  Score: Raw -460977.002513 + Penalty 2689.166027 = -458287.836486
  nChanged 15
		SP:Iteration 18Q (56858.550000 sec): 3 clusters
  Score: Raw -460982.811966 + Penalty 2689.166027 = -458293.645939
  nChanged 13
		SP:Iteration 19Q (56858.720000 sec): 3 clusters
  Score: Raw -460986.535877 + Penalty 2689.166027 = -458297.369850
  nChanged 6
		SP:Iteration 20F (56858.870000 sec): 3 clusters
  Score: Raw -460988.230085 + Penalty 2689.166027 = -458299.064058
  nChanged 4
		SP:Iteration 21Q (56859.070000 sec): 3 clusters
  Score: Raw -460989.254603 + Penalty 2689.166027 = -458300.088575
  nChanged 1
		SP:Iteration 22Q (56859.230000 sec): 3 clusters
  Score: Raw -460989.392944 + Penalty 2689.166027 = -458300.226917
  nChanged 0
		SP:Iteration 23F (56859.410000 sec): 3 clusters
  Score: Raw -460989.392944 + Penalty 2689.166027 = -458300.226917
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56859.540000 sec): 2 clusters
  Score: Raw -252133.850514 + Penalty 1244.231640 = -250889.618874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56859.710000 sec): 3 clusters
  Score: Raw -251227.667809 + Penalty 2488.463280 = -248739.204529
  nChanged 751
		SP:Iteration 1F (56859.860000 sec): 3 clusters
  Score: Raw -251690.131514 + Penalty 2488.463280 = -249201.668234
  nChanged 163
		SP:Iteration 2F (56860.050000 sec): 3 clusters
  Score: Raw -251809.312880 + Penalty 2488.463280 = -249320.849600
  nChanged 103
		SP:Iteration 3Q (56860.240000 sec): 3 clusters
  Score: Raw -251897.745884 + Penalty 2488.463280 = -249409.282604
  nChanged 86
		SP:Iteration 4Q (56860.430000 sec): 3 clusters
  Score: Raw -251977.210651 + Penalty 2488.463280 = -249488.747371
  nChanged 78
		SP:Iteration 5Q (56860.590000 sec): 3 clusters
  Score: Raw -252045.060249 + Penalty 2488.463280 = -249556.596969
  nChanged 67
		SP:Iteration 6Q (56860.740000 sec): 3 clusters
  Score: Raw -252105.469855 + Penalty 2488.463280 = -249617.006575
  nChanged 54
		SP:Iteration 7Q (56860.920000 sec): 3 clusters
  Score: Raw -252144.243553 + Penalty 2488.463280 = -249655.780274
  nChanged 38
		SP:Iteration 8Q (56861.110000 sec): 3 clusters
  Score: Raw -252178.996544 + Penalty 2488.463280 = -249690.533264
  nChanged 30
		SP:Iteration 9Q (56861.270000 sec): 3 clusters
  Score: Raw -252202.597699 + Penalty 2488.463280 = -249714.134420
  nChanged 33
		SP:Iteration 10Q (56861.460000 sec): 3 clusters
  Score: Raw -252234.903714 + Penalty 2488.463280 = -249746.440434
  nChanged 20
		SP:Iteration 11Q (56861.640000 sec): 3 clusters
  Score: Raw -252260.189307 + Penalty 2488.463280 = -249771.726027
  nChanged 24
		SP:Iteration 12Q (56861.800000 sec): 3 clusters
  Score: Raw -252287.669528 + Penalty 2488.463280 = -249799.206248
  nChanged 28
		SP:Iteration 13Q (56861.970000 sec): 3 clusters
  Score: Raw -252315.026625 + Penalty 2488.463280 = -249826.563345
  nChanged 21
		SP:Iteration 14Q (56862.150000 sec): 3 clusters
  Score: Raw -252337.628056 + Penalty 2488.463280 = -249849.164777
  nChanged 29
		SP:Iteration 15Q (56862.320000 sec): 3 clusters
  Score: Raw -252371.327840 + Penalty 2488.463280 = -249882.864561
  nChanged 23
		SP:Iteration 16Q (56862.490000 sec): 3 clusters
  Score: Raw -252386.468792 + Penalty 2488.463280 = -249898.005512
  nChanged 9
		SP:Iteration 17Q (56862.670000 sec): 3 clusters
  Score: Raw -252395.562852 + Penalty 2488.463280 = -249907.099573
  nChanged 17
		SP:Iteration 18Q (56862.810000 sec): 3 clusters
  Score: Raw -252404.533001 + Penalty 2488.463280 = -249916.069722
  nChanged 12
		SP:Iteration 19Q (56863.000000 sec): 3 clusters
  Score: Raw -252412.189172 + Penalty 2488.463280 = -249923.725892
  nChanged 5
		SP:Iteration 20F (56863.170000 sec): 3 clusters
  Score: Raw -252415.293782 + Penalty 2488.463280 = -249926.830503
  nChanged 5
		SP:Iteration 21Q (56863.370000 sec): 3 clusters
  Score: Raw -252418.429873 + Penalty 2488.463280 = -249929.966594
  nChanged 2
		SP:Iteration 22Q (56863.500000 sec): 3 clusters
  Score: Raw -252419.035817 + Penalty 2488.463280 = -249930.572538
  nChanged 0
		SP:Iteration 23F (56863.720000 sec): 3 clusters
  Score: Raw -252419.035817 + Penalty 2488.463280 = -249930.572538
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (4997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56863.800000 sec): 2 clusters
  Score: Raw -544531.866175 + Penalty 1383.946364 = -543147.919811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56864.030000 sec): 3 clusters
  Score: Raw -542014.573647 + Penalty 2767.892729 = -539246.680919
  nChanged 2003
		SP:Iteration 1F (56864.190000 sec): 3 clusters
  Score: Raw -543132.946241 + Penalty 2767.892729 = -540365.053512
  nChanged 374
		SP:Iteration 2F (56864.400000 sec): 3 clusters
  Score: Raw -543398.928410 + Penalty 2767.892729 = -540631.035681
  nChanged 325
		SP:Iteration 3F (56864.600000 sec): 3 clusters
  Score: Raw -543665.097311 + Penalty 2767.892729 = -540897.204582
  nChanged 321
		SP:Iteration 4F (56864.780000 sec): 3 clusters
  Score: Raw -543943.853730 + Penalty 2767.892729 = -541175.961001
  nChanged 277
		SP:Iteration 5F (56864.980000 sec): 3 clusters
  Score: Raw -544119.148181 + Penalty 2767.892729 = -541351.255452
  nChanged 210
		SP:Iteration 6Q (56865.140000 sec): 3 clusters
  Score: Raw -544250.862897 + Penalty 2767.892729 = -541482.970168
  nChanged 158
		SP:Iteration 7Q (56865.330000 sec): 3 clusters
  Score: Raw -544349.205040 + Penalty 2767.892729 = -541581.312311
  nChanged 146
		SP:Iteration 8Q (56865.520000 sec): 3 clusters
  Score: Raw -544433.538236 + Penalty 2767.892729 = -541665.645508
  nChanged 110
		SP:Iteration 9Q (56865.730000 sec): 3 clusters
  Score: Raw -544499.950368 + Penalty 2767.892729 = -541732.057639
  nChanged 113
		SP:Iteration 10Q (56865.950000 sec): 3 clusters
  Score: Raw -544594.225642 + Penalty 2767.892729 = -541826.332914
  nChanged 110
		SP:Iteration 11Q (56866.110000 sec): 3 clusters
  Score: Raw -544670.828112 + Penalty 2767.892729 = -541902.935383
  nChanged 89
		SP:Iteration 12Q (56866.310000 sec): 3 clusters
  Score: Raw -544717.927173 + Penalty 2767.892729 = -541950.034444
  nChanged 75
		SP:Iteration 13Q (56866.510000 sec): 3 clusters
  Score: Raw -544763.198269 + Penalty 2767.892729 = -541995.305540
  nChanged 70
		SP:Iteration 14Q (56866.680000 sec): 3 clusters
  Score: Raw -544805.676898 + Penalty 2767.892729 = -542037.784169
  nChanged 63
		SP:Iteration 15Q (56866.850000 sec): 3 clusters
  Score: Raw -544839.873287 + Penalty 2767.892729 = -542071.980558
  nChanged 55
		SP:Iteration 16Q (56867.070000 sec): 3 clusters
  Score: Raw -544867.316965 + Penalty 2767.892729 = -542099.424236
  nChanged 50
		SP:Iteration 17Q (56867.250000 sec): 3 clusters
  Score: Raw -544889.288596 + Penalty 2767.892729 = -542121.395868
  nChanged 34
		SP:Iteration 18Q (56867.450000 sec): 3 clusters
  Score: Raw -544901.556686 + Penalty 2767.892729 = -542133.663957
  nChanged 30
		SP:Iteration 19Q (56867.620000 sec): 3 clusters
  Score: Raw -544910.332546 + Penalty 2767.892729 = -542142.439817
  nChanged 27
		SP:Iteration 20F (56867.810000 sec): 3 clusters
  Score: Raw -544919.494663 + Penalty 2767.892729 = -542151.601934
  nChanged 23
		SP:Iteration 21Q (56867.990000 sec): 3 clusters
  Score: Raw -544926.113399 + Penalty 2767.892729 = -542158.220670
  nChanged 22
		SP:Iteration 22Q (56868.200000 sec): 3 clusters
  Score: Raw -544932.082137 + Penalty 2767.892729 = -542164.189409
  nChanged 18
		SP:Iteration 23Q (56868.410000 sec): 3 clusters
  Score: Raw -544937.898487 + Penalty 2767.892729 = -542170.005758
  nChanged 18
		SP:Iteration 24Q (56868.570000 sec): 3 clusters
  Score: Raw -544942.666638 + Penalty 2767.892729 = -542174.773909
  nChanged 7
		SP:Iteration 25Q (56868.770000 sec): 3 clusters
  Score: Raw -544945.398456 + Penalty 2767.892729 = -542177.505727
  nChanged 8
		SP:Iteration 26Q (56868.960000 sec): 3 clusters
  Score: Raw -544948.157798 + Penalty 2767.892729 = -542180.265069
  nChanged 6
		SP:Iteration 27Q (56869.130000 sec): 3 clusters
  Score: Raw -544949.983507 + Penalty 2767.892729 = -542182.090778
  nChanged 7
		SP:Iteration 28Q (56869.290000 sec): 3 clusters
  Score: Raw -544954.108181 + Penalty 2767.892729 = -542186.215452
  nChanged 18
		SP:Iteration 29Q (56869.460000 sec): 3 clusters
  Score: Raw -544963.811761 + Penalty 2767.892729 = -542195.919032
  nChanged 26
		SP:Iteration 30Q (56869.690000 sec): 3 clusters
  Score: Raw -544976.678867 + Penalty 2767.892729 = -542208.786139
  nChanged 22
		SP:Iteration 31Q (56869.860000 sec): 3 clusters
  Score: Raw -544984.574163 + Penalty 2767.892729 = -542216.681435
  nChanged 30
		SP:Iteration 32Q (56870.050000 sec): 3 clusters
  Score: Raw -544991.507097 + Penalty 2767.892729 = -542223.614368
  nChanged 16
		SP:Iteration 33Q (56870.260000 sec): 3 clusters
  Score: Raw -544996.045428 + Penalty 2767.892729 = -542228.152699
  nChanged 18
		SP:Iteration 34Q (56870.440000 sec): 3 clusters
  Score: Raw -545002.484249 + Penalty 2767.892729 = -542234.591520
  nChanged 20
		SP:Iteration 35Q (56870.600000 sec): 3 clusters
  Score: Raw -545008.874565 + Penalty 2767.892729 = -542240.981836
  nChanged 17
		SP:Iteration 36Q (56870.800000 sec): 3 clusters
  Score: Raw -545014.916382 + Penalty 2767.892729 = -542247.023653
  nChanged 7
		SP:Iteration 37Q (56870.950000 sec): 3 clusters
  Score: Raw -545016.694236 + Penalty 2767.892729 = -542248.801507
  nChanged 5
		SP:Iteration 38Q (56871.130000 sec): 3 clusters
  Score: Raw -545018.181000 + Penalty 2767.892729 = -542250.288271
  nChanged 5
		SP:Iteration 39Q (56871.350000 sec): 3 clusters
  Score: Raw -545019.176105 + Penalty 2767.892729 = -542251.283376
  nChanged 2
		SP:Iteration 40F (56871.520000 sec): 3 clusters
  Score: Raw -545019.540994 + Penalty 2767.892729 = -542251.648265
  nChanged 3
		SP:Iteration 41Q (56871.690000 sec): 3 clusters
  Score: Raw -545019.949466 + Penalty 2767.892729 = -542252.056737
  nChanged 2
		SP:Iteration 42Q (56871.900000 sec): 3 clusters
  Score: Raw -545020.521568 + Penalty 2767.892729 = -542252.628839
  nChanged 4
		SP:Iteration 43Q (56872.090000 sec): 3 clusters
  Score: Raw -545022.216429 + Penalty 2767.892729 = -542254.323700
  nChanged 4
		SP:Iteration 44Q (56872.260000 sec): 3 clusters
  Score: Raw -545023.394994 + Penalty 2767.892729 = -542255.502265
  nChanged 4
		SP:Iteration 45Q (56872.460000 sec): 3 clusters
  Score: Raw -545024.533718 + Penalty 2767.892729 = -542256.640990
  nChanged 4
		SP:Iteration 46Q (56872.660000 sec): 3 clusters
  Score: Raw -545025.429762 + Penalty 2767.892729 = -542257.537034
  nChanged 7
		SP:Iteration 47Q (56872.820000 sec): 3 clusters
  Score: Raw -545027.126147 + Penalty 2767.892729 = -542259.233418
  nChanged 3
		SP:Iteration 48Q (56873.060000 sec): 3 clusters
  Score: Raw -545027.642109 + Penalty 2767.892729 = -542259.749380
  nChanged 2
		SP:Iteration 49Q (56873.190000 sec): 3 clusters
  Score: Raw -545028.447636 + Penalty 2767.892729 = -542260.554907
  nChanged 1
		SP:Iteration 50Q (56873.380000 sec): 3 clusters
  Score: Raw -545028.749016 + Penalty 2767.892729 = -542260.856287
  nChanged 1
		SP:Iteration 51Q (56873.560000 sec): 3 clusters
  Score: Raw -545029.005023 + Penalty 2767.892729 = -542261.112294
  nChanged 0
		SP:Iteration 52F (56873.740000 sec): 3 clusters
  Score: Raw -545029.005023 + Penalty 2767.892729 = -542261.112294
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56873.850000 sec): 2 clusters
  Score: Raw -610275.125247 + Penalty 1389.508473 = -608885.616774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56874.060000 sec): 3 clusters
  Score: Raw -607544.836938 + Penalty 2779.016946 = -604765.819991
  nChanged 2087
		SP:Iteration 1F (56874.260000 sec): 3 clusters
  Score: Raw -608678.332000 + Penalty 2779.016946 = -605899.315054
  nChanged 354
		SP:Iteration 2F (56874.420000 sec): 3 clusters
  Score: Raw -608853.404590 + Penalty 2779.016946 = -606074.387644
  nChanged 299
		SP:Iteration 3F (56874.640000 sec): 3 clusters
  Score: Raw -609004.674130 + Penalty 2779.016946 = -606225.657184
  nChanged 245
		SP:Iteration 4Q (56874.840000 sec): 3 clusters
  Score: Raw -609139.982628 + Penalty 2779.016946 = -606360.965682
  nChanged 220
		SP:Iteration 5Q (56875.040000 sec): 3 clusters
  Score: Raw -609264.149022 + Penalty 2779.016946 = -606485.132076
  nChanged 199
		SP:Iteration 6Q (56875.240000 sec): 3 clusters
  Score: Raw -609356.642704 + Penalty 2779.016946 = -606577.625758
  nChanged 165
		SP:Iteration 7Q (56875.410000 sec): 3 clusters
  Score: Raw -609424.870466 + Penalty 2779.016946 = -606645.853520
  nChanged 136
		SP:Iteration 8Q (56875.560000 sec): 3 clusters
  Score: Raw -609475.618009 + Penalty 2779.016946 = -606696.601063
  nChanged 126
		SP:Iteration 9Q (56875.740000 sec): 3 clusters
  Score: Raw -609521.775957 + Penalty 2779.016946 = -606742.759011
  nChanged 138
		SP:Iteration 10Q (56875.970000 sec): 3 clusters
  Score: Raw -609588.406483 + Penalty 2779.016946 = -606809.389537
  nChanged 169
		SP:Iteration 11Q (56876.140000 sec): 3 clusters
  Score: Raw -609680.180208 + Penalty 2779.016946 = -606901.163262
  nChanged 153
		SP:Iteration 12Q (56876.320000 sec): 3 clusters
  Score: Raw -609764.229200 + Penalty 2779.016946 = -606985.212254
  nChanged 173
		SP:Iteration 13Q (56876.530000 sec): 3 clusters
  Score: Raw -609870.978220 + Penalty 2779.016946 = -607091.961274
  nChanged 168
		SP:Iteration 14Q (56876.730000 sec): 3 clusters
  Score: Raw -609980.917203 + Penalty 2779.016946 = -607201.900257
  nChanged 168
		SP:Iteration 15Q (56876.900000 sec): 3 clusters
  Score: Raw -610105.956869 + Penalty 2779.016946 = -607326.939923
  nChanged 159
		SP:Iteration 16Q (56877.100000 sec): 3 clusters
  Score: Raw -610214.271867 + Penalty 2779.016946 = -607435.254921
  nChanged 127
		SP:Iteration 17Q (56877.260000 sec): 3 clusters
  Score: Raw -610293.453664 + Penalty 2779.016946 = -607514.436718
  nChanged 99
		SP:Iteration 18Q (56877.480000 sec): 3 clusters
  Score: Raw -610353.999859 + Penalty 2779.016946 = -607574.982913
  nChanged 79
		SP:Iteration 19Q (56877.670000 sec): 3 clusters
  Score: Raw -610407.458482 + Penalty 2779.016946 = -607628.441536
  nChanged 48
		SP:Iteration 20F (56877.880000 sec): 3 clusters
  Score: Raw -610434.400559 + Penalty 2779.016946 = -607655.383613
  nChanged 26
		SP:Iteration 21Q (56878.060000 sec): 3 clusters
  Score: Raw -610446.221266 + Penalty 2779.016946 = -607667.204320
  nChanged 23
		SP:Iteration 22Q (56878.240000 sec): 3 clusters
  Score: Raw -610457.445287 + Penalty 2779.016946 = -607678.428341
  nChanged 26
		SP:Iteration 23Q (56878.430000 sec): 3 clusters
  Score: Raw -610472.615648 + Penalty 2779.016946 = -607693.598702
  nChanged 13
		SP:Iteration 24Q (56878.620000 sec): 3 clusters
  Score: Raw -610479.425165 + Penalty 2779.016946 = -607700.408219
  nChanged 13
		SP:Iteration 25Q (56878.810000 sec): 3 clusters
  Score: Raw -610486.257534 + Penalty 2779.016946 = -607707.240588
  nChanged 8
		SP:Iteration 26Q (56879.000000 sec): 3 clusters
  Score: Raw -610489.597597 + Penalty 2779.016946 = -607710.580651
  nChanged 3
		SP:Iteration 27Q (56879.210000 sec): 3 clusters
  Score: Raw -610490.807052 + Penalty 2779.016946 = -607711.790106
  nChanged 1
		SP:Iteration 28Q (56879.380000 sec): 3 clusters
  Score: Raw -610491.187123 + Penalty 2779.016946 = -607712.170177
  nChanged 2
		SP:Iteration 29Q (56879.540000 sec): 3 clusters
  Score: Raw -610492.328570 + Penalty 2779.016946 = -607713.311624
  nChanged 3
		SP:Iteration 30Q (56879.720000 sec): 3 clusters
  Score: Raw -610494.059305 + Penalty 2779.016946 = -607715.042359
  nChanged 3
		SP:Iteration 31Q (56879.910000 sec): 3 clusters
  Score: Raw -610495.902670 + Penalty 2779.016946 = -607716.885724
  nChanged 3
		SP:Iteration 32Q (56880.100000 sec): 3 clusters
  Score: Raw -610497.318404 + Penalty 2779.016946 = -607718.301458
  nChanged 3
		SP:Iteration 33Q (56880.300000 sec): 3 clusters
  Score: Raw -610499.064667 + Penalty 2779.016946 = -607720.047721
  nChanged 3
		SP:Iteration 34Q (56880.480000 sec): 3 clusters
  Score: Raw -610500.188271 + Penalty 2779.016946 = -607721.171325
  nChanged 2
		SP:Iteration 35Q (56880.650000 sec): 3 clusters
  Score: Raw -610501.272636 + Penalty 2779.016946 = -607722.255690
  nChanged 1
		SP:Iteration 36Q (56880.840000 sec): 3 clusters
  Score: Raw -610502.289483 + Penalty 2779.016946 = -607723.272537
  nChanged 1
		SP:Iteration 37Q (56881.020000 sec): 3 clusters
  Score: Raw -610503.022536 + Penalty 2779.016946 = -607724.005590
  nChanged 2
		SP:Iteration 38Q (56881.240000 sec): 3 clusters
  Score: Raw -610504.010689 + Penalty 2779.016946 = -607724.993743
  nChanged 0
		SP:Iteration 39F (56881.400000 sec): 3 clusters
  Score: Raw -610504.010689 + Penalty 2779.016946 = -607724.993743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56881.500000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56881.680000 sec): 3 clusters
  Score: Raw -127525.484628 + Penalty 2271.234284 = -125254.250344
  nChanged 319
		SP:Iteration 1F (56881.820000 sec): 3 clusters
  Score: Raw -127778.399829 + Penalty 2271.234284 = -125507.165545
  nChanged 94
		SP:Iteration 2F (56882.040000 sec): 3 clusters
  Score: Raw -127856.450150 + Penalty 2271.234284 = -125585.215865
  nChanged 44
		SP:Iteration 3Q (56882.190000 sec): 3 clusters
  Score: Raw -127890.821109 + Penalty 2271.234284 = -125619.586825
  nChanged 23
		SP:Iteration 4Q (56882.390000 sec): 3 clusters
  Score: Raw -127906.653253 + Penalty 2271.234284 = -125635.418969
  nChanged 10
		SP:Iteration 5Q (56882.520000 sec): 3 clusters
  Score: Raw -127916.479985 + Penalty 2271.234284 = -125645.245700
  nChanged 16
		SP:Iteration 6Q (56882.690000 sec): 3 clusters
  Score: Raw -127930.599458 + Penalty 2271.234284 = -125659.365174
  nChanged 13
		SP:Iteration 7Q (56882.880000 sec): 3 clusters
  Score: Raw -127940.003614 + Penalty 2271.234284 = -125668.769330
  nChanged 8
		SP:Iteration 8Q (56883.040000 sec): 3 clusters
  Score: Raw -127943.719799 + Penalty 2271.234284 = -125672.485515
  nChanged 5
		SP:Iteration 9Q (56883.230000 sec): 3 clusters
  Score: Raw -127946.289160 + Penalty 2271.234284 = -125675.054876
  nChanged 2
		SP:Iteration 10Q (56883.410000 sec): 3 clusters
  Score: Raw -127947.235678 + Penalty 2271.234284 = -125676.001393
  nChanged 1
		SP:Iteration 11Q (56883.610000 sec): 3 clusters
  Score: Raw -127947.984072 + Penalty 2271.234284 = -125676.749788
  nChanged 2
		SP:Iteration 12Q (56883.770000 sec): 3 clusters
  Score: Raw -127948.779698 + Penalty 2271.234284 = -125677.545414
  nChanged 0
		SP:Iteration 13F (56883.990000 sec): 3 clusters
  Score: Raw -127948.779698 + Penalty 2271.234284 = -125677.545414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56884.070000 sec): 2 clusters
  Score: Raw -873893.507129 + Penalty 1447.288929 = -872446.218200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56884.290000 sec): 3 clusters
  Score: Raw -869865.495433 + Penalty 2894.577857 = -866970.917576
  nChanged 3105
		SP:Iteration 1F (56884.470000 sec): 3 clusters
  Score: Raw -871643.926453 + Penalty 2894.577857 = -868749.348596
  nChanged 516
		SP:Iteration 2F (56884.710000 sec): 3 clusters
  Score: Raw -871950.589129 + Penalty 2894.577857 = -869056.011271
  nChanged 438
		SP:Iteration 3F (56884.920000 sec): 3 clusters
  Score: Raw -872242.877333 + Penalty 2894.577857 = -869348.299476
  nChanged 441
		SP:Iteration 4F (56885.090000 sec): 3 clusters
  Score: Raw -872538.855630 + Penalty 2894.577857 = -869644.277773
  nChanged 381
		SP:Iteration 5F (56885.290000 sec): 3 clusters
  Score: Raw -872779.274192 + Penalty 2894.577857 = -869884.696334
  nChanged 318
		SP:Iteration 6Q (56885.500000 sec): 3 clusters
  Score: Raw -872978.497255 + Penalty 2894.577857 = -870083.919398
  nChanged 297
		SP:Iteration 7Q (56885.680000 sec): 3 clusters
  Score: Raw -873159.598699 + Penalty 2894.577857 = -870265.020842
  nChanged 256
		SP:Iteration 8Q (56885.870000 sec): 3 clusters
  Score: Raw -873314.554145 + Penalty 2894.577857 = -870419.976288
  nChanged 210
		SP:Iteration 9Q (56886.070000 sec): 3 clusters
  Score: Raw -873458.461046 + Penalty 2894.577857 = -870563.883189
  nChanged 184
		SP:Iteration 10Q (56886.270000 sec): 3 clusters
  Score: Raw -873598.694881 + Penalty 2894.577857 = -870704.117024
  nChanged 162
		SP:Iteration 11Q (56886.480000 sec): 3 clusters
  Score: Raw -873723.685842 + Penalty 2894.577857 = -870829.107985
  nChanged 131
		SP:Iteration 12Q (56886.670000 sec): 3 clusters
  Score: Raw -873840.891349 + Penalty 2894.577857 = -870946.313491
  nChanged 125
		SP:Iteration 13Q (56886.900000 sec): 3 clusters
  Score: Raw -873940.949132 + Penalty 2894.577857 = -871046.371274
  nChanged 96
		SP:Iteration 14Q (56887.050000 sec): 3 clusters
  Score: Raw -874009.989212 + Penalty 2894.577857 = -871115.411355
  nChanged 88
		SP:Iteration 15Q (56887.270000 sec): 3 clusters
  Score: Raw -874077.992422 + Penalty 2894.577857 = -871183.414564
  nChanged 76
		SP:Iteration 16Q (56887.450000 sec): 3 clusters
  Score: Raw -874137.869904 + Penalty 2894.577857 = -871243.292047
  nChanged 63
		SP:Iteration 17Q (56887.680000 sec): 3 clusters
  Score: Raw -874187.107323 + Penalty 2894.577857 = -871292.529466
  nChanged 55
		SP:Iteration 18Q (56887.900000 sec): 3 clusters
  Score: Raw -874217.796663 + Penalty 2894.577857 = -871323.218805
  nChanged 34
		SP:Iteration 19Q (56888.100000 sec): 3 clusters
  Score: Raw -874232.671396 + Penalty 2894.577857 = -871338.093539
  nChanged 27
		SP:Iteration 20F (56888.290000 sec): 3 clusters
  Score: Raw -874247.052113 + Penalty 2894.577857 = -871352.474256
  nChanged 28
		SP:Iteration 21Q (56888.460000 sec): 3 clusters
  Score: Raw -874260.458894 + Penalty 2894.577857 = -871365.881036
  nChanged 21
		SP:Iteration 22Q (56888.690000 sec): 3 clusters
  Score: Raw -874269.276147 + Penalty 2894.577857 = -871374.698289
  nChanged 18
		SP:Iteration 23Q (56888.870000 sec): 3 clusters
  Score: Raw -874278.648804 + Penalty 2894.577857 = -871384.070947
  nChanged 24
		SP:Iteration 24Q (56889.080000 sec): 3 clusters
  Score: Raw -874289.947315 + Penalty 2894.577857 = -871395.369457
  nChanged 15
		SP:Iteration 25Q (56889.250000 sec): 3 clusters
  Score: Raw -874295.467116 + Penalty 2894.577857 = -871400.889259
  nChanged 14
		SP:Iteration 26Q (56889.470000 sec): 3 clusters
  Score: Raw -874299.309384 + Penalty 2894.577857 = -871404.731527
  nChanged 8
		SP:Iteration 27Q (56889.660000 sec): 3 clusters
  Score: Raw -874302.272924 + Penalty 2894.577857 = -871407.695067
  nChanged 9
		SP:Iteration 28Q (56889.850000 sec): 3 clusters
  Score: Raw -874305.280259 + Penalty 2894.577857 = -871410.702401
  nChanged 4
		SP:Iteration 29Q (56890.070000 sec): 3 clusters
  Score: Raw -874306.415760 + Penalty 2894.577857 = -871411.837902
  nChanged 6
		SP:Iteration 30Q (56890.240000 sec): 3 clusters
  Score: Raw -874309.173578 + Penalty 2894.577857 = -871414.595720
  nChanged 6
		SP:Iteration 31Q (56890.430000 sec): 3 clusters
  Score: Raw -874311.881824 + Penalty 2894.577857 = -871417.303967
  nChanged 6
		SP:Iteration 32Q (56890.640000 sec): 3 clusters
  Score: Raw -874313.398459 + Penalty 2894.577857 = -871418.820601
  nChanged 5
		SP:Iteration 33Q (56890.870000 sec): 3 clusters
  Score: Raw -874315.105990 + Penalty 2894.577857 = -871420.528132
  nChanged 7
		SP:Iteration 34Q (56891.070000 sec): 3 clusters
  Score: Raw -874317.702966 + Penalty 2894.577857 = -871423.125109
  nChanged 8
		SP:Iteration 35Q (56891.260000 sec): 3 clusters
  Score: Raw -874320.698293 + Penalty 2894.577857 = -871426.120435
  nChanged 9
		SP:Iteration 36Q (56891.450000 sec): 3 clusters
  Score: Raw -874323.918948 + Penalty 2894.577857 = -871429.341091
  nChanged 8
		SP:Iteration 37Q (56891.650000 sec): 3 clusters
  Score: Raw -874326.754072 + Penalty 2894.577857 = -871432.176214
  nChanged 10
		SP:Iteration 38Q (56891.850000 sec): 3 clusters
  Score: Raw -874330.217233 + Penalty 2894.577857 = -871435.639376
  nChanged 9
		SP:Iteration 39Q (56892.040000 sec): 3 clusters
  Score: Raw -874333.205052 + Penalty 2894.577857 = -871438.627195
  nChanged 9
		SP:Iteration 40F (56892.290000 sec): 3 clusters
  Score: Raw -874336.506243 + Penalty 2894.577857 = -871441.928386
  nChanged 11
		SP:Iteration 41Q (56892.450000 sec): 3 clusters
  Score: Raw -874340.471258 + Penalty 2894.577857 = -871445.893401
  nChanged 6
		SP:Iteration 42Q (56892.620000 sec): 3 clusters
  Score: Raw -874342.314793 + Penalty 2894.577857 = -871447.736935
  nChanged 5
		SP:Iteration 43Q (56892.880000 sec): 3 clusters
  Score: Raw -874343.491973 + Penalty 2894.577857 = -871448.914116
  nChanged 1
		SP:Iteration 44Q (56893.030000 sec): 3 clusters
  Score: Raw -874344.035319 + Penalty 2894.577857 = -871449.457462
  nChanged 1
		SP:Iteration 45Q (56893.210000 sec): 3 clusters
  Score: Raw -874344.251914 + Penalty 2894.577857 = -871449.674056
  nChanged 0
		SP:Iteration 46F (56893.400000 sec): 3 clusters
  Score: Raw -874344.251914 + Penalty 2894.577857 = -871449.674056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56893.520000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56893.650000 sec): 3 clusters
  Score: Raw -119314.566752 + Penalty 2263.957861 = -117050.608891
  nChanged 312
		SP:Iteration 1F (56893.830000 sec): 3 clusters
  Score: Raw -119560.529767 + Penalty 2263.957861 = -117296.571906
  nChanged 68
		SP:Iteration 2F (56894.040000 sec): 3 clusters
  Score: Raw -119639.990026 + Penalty 2263.957861 = -117376.032166
  nChanged 54
		SP:Iteration 3F (56894.210000 sec): 3 clusters
  Score: Raw -119706.734813 + Penalty 2263.957861 = -117442.776952
  nChanged 54
		SP:Iteration 4F (56894.390000 sec): 3 clusters
  Score: Raw -119761.894672 + Penalty 2263.957861 = -117497.936811
  nChanged 43
		SP:Iteration 5Q (56894.580000 sec): 3 clusters
  Score: Raw -119809.245876 + Penalty 2263.957861 = -117545.288015
  nChanged 27
		SP:Iteration 6Q (56894.770000 sec): 3 clusters
  Score: Raw -119843.308615 + Penalty 2263.957861 = -117579.350754
  nChanged 18
		SP:Iteration 7Q (56894.970000 sec): 3 clusters
  Score: Raw -119863.094960 + Penalty 2263.957861 = -117599.137099
  nChanged 15
		SP:Iteration 8Q (56895.160000 sec): 3 clusters
  Score: Raw -119879.990610 + Penalty 2263.957861 = -117616.032749
  nChanged 17
		SP:Iteration 9Q (56895.320000 sec): 3 clusters
  Score: Raw -119897.698467 + Penalty 2263.957861 = -117633.740606
  nChanged 15
		SP:Iteration 10Q (56895.460000 sec): 3 clusters
  Score: Raw -119913.947631 + Penalty 2263.957861 = -117649.989771
  nChanged 9
		SP:Iteration 11Q (56895.600000 sec): 3 clusters
  Score: Raw -119922.088407 + Penalty 2263.957861 = -117658.130546
  nChanged 7
		SP:Iteration 12Q (56895.790000 sec): 3 clusters
  Score: Raw -119926.904365 + Penalty 2263.957861 = -117662.946504
  nChanged 3
		SP:Iteration 13Q (56895.940000 sec): 3 clusters
  Score: Raw -119928.579401 + Penalty 2263.957861 = -117664.621540
  nChanged 1
		SP:Iteration 14Q (56896.080000 sec): 3 clusters
  Score: Raw -119929.465506 + Penalty 2263.957861 = -117665.507646
  nChanged 4
		SP:Iteration 15Q (56896.220000 sec): 3 clusters
  Score: Raw -119933.836236 + Penalty 2263.957861 = -117669.878375
  nChanged 3
		SP:Iteration 16Q (56896.360000 sec): 3 clusters
  Score: Raw -119935.464276 + Penalty 2263.957861 = -117671.506416
  nChanged 1
		SP:Iteration 17Q (56896.500000 sec): 3 clusters
  Score: Raw -119936.750382 + Penalty 2263.957861 = -117672.792521
  nChanged 1
		SP:Iteration 18Q (56896.660000 sec): 3 clusters
  Score: Raw -119937.615839 + Penalty 2263.957861 = -117673.657978
  nChanged 2
		SP:Iteration 19Q (56896.860000 sec): 3 clusters
  Score: Raw -119939.402999 + Penalty 2263.957861 = -117675.445138
  nChanged 2
		SP:Iteration 20F (56897.010000 sec): 3 clusters
  Score: Raw -119940.835791 + Penalty 2263.957861 = -117676.877930
  nChanged 3
		SP:Iteration 21Q (56897.170000 sec): 3 clusters
  Score: Raw -119942.960108 + Penalty 2263.957861 = -117679.002247
  nChanged 2
		SP:Iteration 22Q (56897.380000 sec): 3 clusters
  Score: Raw -119946.332982 + Penalty 2263.957861 = -117682.375121
  nChanged 3
		SP:Iteration 23Q (56897.500000 sec): 3 clusters
  Score: Raw -119949.062537 + Penalty 2263.957861 = -117685.104677
  nChanged 2
		SP:Iteration 24Q (56897.680000 sec): 3 clusters
  Score: Raw -119951.165798 + Penalty 2263.957861 = -117687.207938
  nChanged 2
		SP:Iteration 25Q (56897.880000 sec): 3 clusters
  Score: Raw -119953.197379 + Penalty 2263.957861 = -117689.239518
  nChanged 2
		SP:Iteration 26Q (56898.070000 sec): 3 clusters
  Score: Raw -119954.587204 + Penalty 2263.957861 = -117690.629343
  nChanged 3
		SP:Iteration 27Q (56898.250000 sec): 3 clusters
  Score: Raw -119956.871161 + Penalty 2263.957861 = -117692.913300
  nChanged 2
		SP:Iteration 28Q (56898.420000 sec): 3 clusters
  Score: Raw -119958.224798 + Penalty 2263.957861 = -117694.266937
  nChanged 2
		SP:Iteration 29Q (56898.560000 sec): 3 clusters
  Score: Raw -119959.182695 + Penalty 2263.957861 = -117695.224834
  nChanged 3
		SP:Iteration 30Q (56898.720000 sec): 3 clusters
  Score: Raw -119961.401310 + Penalty 2263.957861 = -117697.443449
  nChanged 3
		SP:Iteration 31Q (56898.880000 sec): 3 clusters
  Score: Raw -119964.616549 + Penalty 2263.957861 = -117700.658688
  nChanged 1
		SP:Iteration 32Q (56899.070000 sec): 3 clusters
  Score: Raw -119965.094674 + Penalty 2263.957861 = -117701.136813
  nChanged 2
		SP:Iteration 33Q (56899.250000 sec): 3 clusters
  Score: Raw -119966.948825 + Penalty 2263.957861 = -117702.990964
  nChanged 3
		SP:Iteration 34Q (56899.410000 sec): 3 clusters
  Score: Raw -119969.565315 + Penalty 2263.957861 = -117705.607454
  nChanged 3
		SP:Iteration 35Q (56899.550000 sec): 3 clusters
  Score: Raw -119973.742644 + Penalty 2263.957861 = -117709.784784
  nChanged 4
		SP:Iteration 36Q (56899.770000 sec): 3 clusters
  Score: Raw -119979.047733 + Penalty 2263.957861 = -117715.089872
  nChanged 5
		SP:Iteration 37Q (56899.930000 sec): 3 clusters
  Score: Raw -119982.392685 + Penalty 2263.957861 = -117718.434825
  nChanged 2
		SP:Iteration 38Q (56900.150000 sec): 3 clusters
  Score: Raw -119983.744983 + Penalty 2263.957861 = -117719.787122
  nChanged 4
		SP:Iteration 39Q (56900.320000 sec): 3 clusters
  Score: Raw -119987.877785 + Penalty 2263.957861 = -117723.919924
  nChanged 4
		SP:Iteration 40F (56900.530000 sec): 3 clusters
  Score: Raw -119991.643679 + Penalty 2263.957861 = -117727.685818
  nChanged 4
		SP:Iteration 41Q (56900.700000 sec): 3 clusters
  Score: Raw -119994.942500 + Penalty 2263.957861 = -117730.984640
  nChanged 5
		SP:Iteration 42Q (56900.860000 sec): 3 clusters
  Score: Raw -119998.800750 + Penalty 2263.957861 = -117734.842889
  nChanged 3
		SP:Iteration 43Q (56901.040000 sec): 3 clusters
  Score: Raw -120001.507263 + Penalty 2263.957861 = -117737.549402
  nChanged 3
		SP:Iteration 44Q (56901.210000 sec): 3 clusters
  Score: Raw -120007.693278 + Penalty 2263.957861 = -117743.735417
  nChanged 5
		SP:Iteration 45Q (56901.390000 sec): 3 clusters
  Score: Raw -120020.231407 + Penalty 2263.957861 = -117756.273546
  nChanged 7
		SP:Iteration 46Q (56901.570000 sec): 3 clusters
  Score: Raw -120047.243417 + Penalty 2263.957861 = -117783.285556
  nChanged 9
		SP:Iteration 47Q (56901.760000 sec): 3 clusters
  Score: Raw -120094.253274 + Penalty 2263.957861 = -117830.295413
  nChanged 8
		SP:Iteration 48Q (56901.950000 sec): 3 clusters
  Score: Raw -120120.840288 + Penalty 2263.957861 = -117856.882427
  nChanged 7
		SP:Iteration 49Q (56902.110000 sec): 3 clusters
  Score: Raw -120129.253265 + Penalty 2263.957861 = -117865.295404
  nChanged 5
		SP:Iteration 50Q (56902.280000 sec): 3 clusters
  Score: Raw -120143.680771 + Penalty 2263.957861 = -117879.722910
  nChanged 10
		SP:Iteration 51Q (56902.450000 sec): 3 clusters
  Score: Raw -120161.284038 + Penalty 2263.957861 = -117897.326177
  nChanged 5
		SP:Iteration 52Q (56902.670000 sec): 3 clusters
  Score: Raw -120167.043908 + Penalty 2263.957861 = -117903.086047
  nChanged 2
		SP:Iteration 53Q (56902.850000 sec): 3 clusters
  Score: Raw -120168.759643 + Penalty 2263.957861 = -117904.801782
  nChanged 3
		SP:Iteration 54Q (56903.030000 sec): 3 clusters
  Score: Raw -120169.987469 + Penalty 2263.957861 = -117906.029609
  nChanged 1
		SP:Iteration 55Q (56903.180000 sec): 3 clusters
  Score: Raw -120171.338534 + Penalty 2263.957861 = -117907.380673
  nChanged 2
		SP:Iteration 56Q (56903.360000 sec): 3 clusters
  Score: Raw -120173.197682 + Penalty 2263.957861 = -117909.239821
  nChanged 1
		SP:Iteration 57Q (56903.560000 sec): 3 clusters
  Score: Raw -120173.935826 + Penalty 2263.957861 = -117909.977965
  nChanged 1
		SP:Iteration 58Q (56903.730000 sec): 3 clusters
  Score: Raw -120174.972211 + Penalty 2263.957861 = -117911.014350
  nChanged 0
		SP:Iteration 59F (56903.900000 sec): 3 clusters
  Score: Raw -120174.972211 + Penalty 2263.957861 = -117911.014350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56903.960000 sec): 2 clusters
  Score: Raw -388578.184757 + Penalty 1319.353886 = -387258.830871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56904.150000 sec): 3 clusters
  Score: Raw -386989.473138 + Penalty 2638.707772 = -384350.765366
  nChanged 1263
		SP:Iteration 1F (56904.270000 sec): 3 clusters
  Score: Raw -387842.203294 + Penalty 2638.707772 = -385203.495522
  nChanged 296
		SP:Iteration 2F (56904.440000 sec): 3 clusters
  Score: Raw -388106.316547 + Penalty 2638.707772 = -385467.608774
  nChanged 225
		SP:Iteration 3F (56904.640000 sec): 3 clusters
  Score: Raw -388289.694931 + Penalty 2638.707772 = -385650.987159
  nChanged 172
		SP:Iteration 4F (56904.840000 sec): 3 clusters
  Score: Raw -388403.867808 + Penalty 2638.707772 = -385765.160036
  nChanged 118
		SP:Iteration 5Q (56905.010000 sec): 3 clusters
  Score: Raw -388489.556878 + Penalty 2638.707772 = -385850.849106
  nChanged 113
		SP:Iteration 6Q (56905.200000 sec): 3 clusters
  Score: Raw -388576.257135 + Penalty 2638.707772 = -385937.549362
  nChanged 108
		SP:Iteration 7Q (56905.400000 sec): 3 clusters
  Score: Raw -388661.610851 + Penalty 2638.707772 = -386022.903079
  nChanged 89
		SP:Iteration 8Q (56905.580000 sec): 3 clusters
  Score: Raw -388734.654974 + Penalty 2638.707772 = -386095.947201
  nChanged 98
		SP:Iteration 9Q (56905.780000 sec): 3 clusters
  Score: Raw -388819.807085 + Penalty 2638.707772 = -386181.099313
  nChanged 84
		SP:Iteration 10Q (56905.960000 sec): 3 clusters
  Score: Raw -388875.017438 + Penalty 2638.707772 = -386236.309666
  nChanged 63
		SP:Iteration 11Q (56906.140000 sec): 3 clusters
  Score: Raw -388908.525489 + Penalty 2638.707772 = -386269.817716
  nChanged 51
		SP:Iteration 12Q (56906.360000 sec): 3 clusters
  Score: Raw -388940.682214 + Penalty 2638.707772 = -386301.974442
  nChanged 60
		SP:Iteration 13Q (56906.580000 sec): 3 clusters
  Score: Raw -388990.353517 + Penalty 2638.707772 = -386351.645745
  nChanged 61
		SP:Iteration 14Q (56906.740000 sec): 3 clusters
  Score: Raw -389043.304980 + Penalty 2638.707772 = -386404.597208
  nChanged 69
		SP:Iteration 15Q (56906.890000 sec): 3 clusters
  Score: Raw -389109.114884 + Penalty 2638.707772 = -386470.407112
  nChanged 70
		SP:Iteration 16Q (56907.100000 sec): 3 clusters
  Score: Raw -389167.620825 + Penalty 2638.707772 = -386528.913052
  nChanged 63
		SP:Iteration 17Q (56907.290000 sec): 3 clusters
  Score: Raw -389220.826856 + Penalty 2638.707772 = -386582.119084
  nChanged 53
		SP:Iteration 18Q (56907.470000 sec): 3 clusters
  Score: Raw -389254.949815 + Penalty 2638.707772 = -386616.242043
  nChanged 35
		SP:Iteration 19Q (56907.640000 sec): 3 clusters
  Score: Raw -389275.524115 + Penalty 2638.707772 = -386636.816343
  nChanged 20
		SP:Iteration 20F (56907.840000 sec): 3 clusters
  Score: Raw -389285.138786 + Penalty 2638.707772 = -386646.431014
  nChanged 14
		SP:Iteration 21Q (56908.020000 sec): 3 clusters
  Score: Raw -389289.838558 + Penalty 2638.707772 = -386651.130786
  nChanged 10
		SP:Iteration 22Q (56908.210000 sec): 3 clusters
  Score: Raw -389294.190998 + Penalty 2638.707772 = -386655.483226
  nChanged 6
		SP:Iteration 23Q (56908.410000 sec): 3 clusters
  Score: Raw -389297.313783 + Penalty 2638.707772 = -386658.606011
  nChanged 8
		SP:Iteration 24Q (56908.560000 sec): 3 clusters
  Score: Raw -389300.489469 + Penalty 2638.707772 = -386661.781697
  nChanged 6
		SP:Iteration 25Q (56908.760000 sec): 3 clusters
  Score: Raw -389302.518548 + Penalty 2638.707772 = -386663.810775
  nChanged 1
		SP:Iteration 26Q (56908.950000 sec): 3 clusters
  Score: Raw -389302.903078 + Penalty 2638.707772 = -386664.195306
  nChanged 3
		SP:Iteration 27Q (56909.130000 sec): 3 clusters
  Score: Raw -389304.427776 + Penalty 2638.707772 = -386665.720004
  nChanged 2
		SP:Iteration 28Q (56909.290000 sec): 3 clusters
  Score: Raw -389305.069037 + Penalty 2638.707772 = -386666.361265
  nChanged 3
		SP:Iteration 29Q (56909.460000 sec): 3 clusters
  Score: Raw -389306.572760 + Penalty 2638.707772 = -386667.864987
  nChanged 4
		SP:Iteration 30Q (56909.670000 sec): 3 clusters
  Score: Raw -389308.750478 + Penalty 2638.707772 = -386670.042706
  nChanged 6
		SP:Iteration 31Q (56909.820000 sec): 3 clusters
  Score: Raw -389311.036694 + Penalty 2638.707772 = -386672.328921
  nChanged 5
		SP:Iteration 32Q (56910.010000 sec): 3 clusters
  Score: Raw -389312.074562 + Penalty 2638.707772 = -386673.366790
  nChanged 3
		SP:Iteration 33Q (56910.240000 sec): 3 clusters
  Score: Raw -389313.072650 + Penalty 2638.707772 = -386674.364877
  nChanged 2
		SP:Iteration 34Q (56910.410000 sec): 3 clusters
  Score: Raw -389313.494520 + Penalty 2638.707772 = -386674.786748
  nChanged 3
		SP:Iteration 35Q (56910.610000 sec): 3 clusters
  Score: Raw -389314.312421 + Penalty 2638.707772 = -386675.604649
  nChanged 2
		SP:Iteration 36Q (56910.780000 sec): 3 clusters
  Score: Raw -389315.134893 + Penalty 2638.707772 = -386676.427120
  nChanged 3
		SP:Iteration 37Q (56910.950000 sec): 3 clusters
  Score: Raw -389316.498504 + Penalty 2638.707772 = -386677.790732
  nChanged 2
		SP:Iteration 38Q (56911.140000 sec): 3 clusters
  Score: Raw -389317.145638 + Penalty 2638.707772 = -386678.437866
  nChanged 2
		SP:Iteration 39Q (56911.280000 sec): 3 clusters
  Score: Raw -389317.576295 + Penalty 2638.707772 = -386678.868523
  nChanged 2
		SP:Iteration 40F (56911.490000 sec): 3 clusters
  Score: Raw -389317.990906 + Penalty 2638.707772 = -386679.283133
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56911.590000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56911.770000 sec): 3 clusters
  Score: Raw -203904.865793 + Penalty 2438.748243 = -201466.117551
  nChanged 641
		SP:Iteration 1F (56911.940000 sec): 3 clusters
  Score: Raw -204348.263174 + Penalty 2438.748243 = -201909.514931
  nChanged 140
		SP:Iteration 2F (56912.160000 sec): 3 clusters
  Score: Raw -204488.622272 + Penalty 2438.748243 = -202049.874029
  nChanged 111
		SP:Iteration 3F (56912.310000 sec): 3 clusters
  Score: Raw -204596.776839 + Penalty 2438.748243 = -202158.028597
  nChanged 90
		SP:Iteration 4Q (56912.540000 sec): 3 clusters
  Score: Raw -204691.422441 + Penalty 2438.748243 = -202252.674199
  nChanged 76
		SP:Iteration 5Q (56912.710000 sec): 3 clusters
  Score: Raw -204751.402857 + Penalty 2438.748243 = -202312.654614
  nChanged 57
		SP:Iteration 6Q (56912.850000 sec): 3 clusters
  Score: Raw -204798.757393 + Penalty 2438.748243 = -202360.009150
  nChanged 41
		SP:Iteration 7Q (56913.040000 sec): 3 clusters
  Score: Raw -204830.241280 + Penalty 2438.748243 = -202391.493038
  nChanged 30
		SP:Iteration 8Q (56913.240000 sec): 3 clusters
  Score: Raw -204850.559347 + Penalty 2438.748243 = -202411.811104
  nChanged 28
		SP:Iteration 9Q (56913.390000 sec): 3 clusters
  Score: Raw -204873.450694 + Penalty 2438.748243 = -202434.702451
  nChanged 31
		SP:Iteration 10Q (56913.600000 sec): 3 clusters
  Score: Raw -204898.643000 + Penalty 2438.748243 = -202459.894757
  nChanged 19
		SP:Iteration 11Q (56913.760000 sec): 3 clusters
  Score: Raw -204911.009561 + Penalty 2438.748243 = -202472.261318
  nChanged 11
		SP:Iteration 12Q (56913.930000 sec): 3 clusters
  Score: Raw -204920.218821 + Penalty 2438.748243 = -202481.470578
  nChanged 11
		SP:Iteration 13Q (56914.120000 sec): 3 clusters
  Score: Raw -204926.753337 + Penalty 2438.748243 = -202488.005094
  nChanged 6
		SP:Iteration 14Q (56914.300000 sec): 3 clusters
  Score: Raw -204928.719101 + Penalty 2438.748243 = -202489.970858
  nChanged 2
		SP:Iteration 15Q (56914.470000 sec): 3 clusters
  Score: Raw -204929.218681 + Penalty 2438.748243 = -202490.470438
  nChanged 1
		SP:Iteration 16Q (56914.660000 sec): 3 clusters
  Score: Raw -204929.596425 + Penalty 2438.748243 = -202490.848183
  nChanged 2
		SP:Iteration 17Q (56914.850000 sec): 3 clusters
  Score: Raw -204930.190846 + Penalty 2438.748243 = -202491.442603
  nChanged 1
		SP:Iteration 18Q (56915.050000 sec): 3 clusters
  Score: Raw -204930.721057 + Penalty 2438.748243 = -202491.972814
  nChanged 1
		SP:Iteration 19Q (56915.240000 sec): 3 clusters
  Score: Raw -204931.120214 + Penalty 2438.748243 = -202492.371972
  nChanged 1
		SP:Iteration 20F (56915.360000 sec): 3 clusters
  Score: Raw -204931.463850 + Penalty 2438.748243 = -202492.715607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56915.460000 sec): 2 clusters
  Score: Raw -5493.297797 + Penalty 793.455312 = -4699.842485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56915.620000 sec): 3 clusters
  Score: Raw -5697.687752 + Penalty 1586.910625 = -4110.777127
  nChanged 23
		SP:Iteration 1F (56915.810000 sec): 3 clusters
  Score: Raw -5774.442801 + Penalty 1586.910625 = -4187.532176
  nChanged 4
		SP:Iteration 2Q (56916.000000 sec): 3 clusters
  Score: Raw -5791.491094 + Penalty 1586.910625 = -4204.580469
  nChanged 3
		SP:Iteration 3Q (56916.160000 sec): 3 clusters
  Score: Raw -5800.736980 + Penalty 1586.910625 = -4213.826356
  nChanged 0
		SP:Iteration 4F (56916.360000 sec): 3 clusters
  Score: Raw -5800.736980 + Penalty 1586.910625 = -4213.826356
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56916.440000 sec): 2 clusters
  Score: Raw -100246.392715 + Penalty 1102.657992 = -99143.734722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56916.620000 sec): 3 clusters
  Score: Raw -100085.606733 + Penalty 2205.315985 = -97880.290748
  nChanged 255
		SP:Iteration 1F (56916.800000 sec): 3 clusters
  Score: Raw -100352.486131 + Penalty 2205.315985 = -98147.170146
  nChanged 75
		SP:Iteration 2F (56917.010000 sec): 3 clusters
  Score: Raw -100458.797826 + Penalty 2205.315985 = -98253.481841
  nChanged 78
		SP:Iteration 3F (56917.180000 sec): 3 clusters
  Score: Raw -100606.333455 + Penalty 2205.315985 = -98401.017471
  nChanged 59
		SP:Iteration 4F (56917.350000 sec): 3 clusters
  Score: Raw -100721.634176 + Penalty 2205.315985 = -98516.318191
  nChanged 42
		SP:Iteration 5Q (56917.510000 sec): 3 clusters
  Score: Raw -100836.153589 + Penalty 2205.315985 = -98630.837604
  nChanged 34
		SP:Iteration 6Q (56917.680000 sec): 3 clusters
  Score: Raw -100965.199120 + Penalty 2205.315985 = -98759.883135
  nChanged 26
		SP:Iteration 7Q (56917.860000 sec): 3 clusters
  Score: Raw -101035.803571 + Penalty 2205.315985 = -98830.487586
  nChanged 25
		SP:Iteration 8Q (56918.050000 sec): 3 clusters
  Score: Raw -101098.449326 + Penalty 2205.315985 = -98893.133342
  nChanged 18
		SP:Iteration 9Q (56918.190000 sec): 3 clusters
  Score: Raw -101125.632931 + Penalty 2205.315985 = -98920.316947
  nChanged 11
		SP:Iteration 10Q (56918.390000 sec): 3 clusters
  Score: Raw -101143.437370 + Penalty 2205.315985 = -98938.121385
  nChanged 5
		SP:Iteration 11Q (56918.590000 sec): 3 clusters
  Score: Raw -101154.804435 + Penalty 2205.315985 = -98949.488451
  nChanged 3
		SP:Iteration 12Q (56918.790000 sec): 3 clusters
  Score: Raw -101158.838998 + Penalty 2205.315985 = -98953.523013
  nChanged 3
		SP:Iteration 13Q (56918.930000 sec): 3 clusters
  Score: Raw -101162.499638 + Penalty 2205.315985 = -98957.183654
  nChanged 4
		SP:Iteration 14Q (56919.110000 sec): 3 clusters
  Score: Raw -101168.126616 + Penalty 2205.315985 = -98962.810631
  nChanged 4
		SP:Iteration 15Q (56919.300000 sec): 3 clusters
  Score: Raw -101176.914583 + Penalty 2205.315985 = -98971.598598
  nChanged 5
		SP:Iteration 16Q (56919.470000 sec): 3 clusters
  Score: Raw -101185.822066 + Penalty 2205.315985 = -98980.506082
  nChanged 2
		SP:Iteration 17Q (56919.630000 sec): 3 clusters
  Score: Raw -101189.010236 + Penalty 2205.315985 = -98983.694252
  nChanged 1
		SP:Iteration 18Q (56919.830000 sec): 3 clusters
  Score: Raw -101190.230598 + Penalty 2205.315985 = -98984.914614
  nChanged 0
		SP:Iteration 19F (56920.020000 sec): 3 clusters
  Score: Raw -101190.230598 + Penalty 2205.315985 = -98984.914614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56920.100000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56920.280000 sec): 3 clusters
  Score: Raw -246746.032054 + Penalty 2487.848041 = -244258.184013
  nChanged 771
		SP:Iteration 1F (56920.460000 sec): 3 clusters
  Score: Raw -247260.513284 + Penalty 2487.848041 = -244772.665244
  nChanged 167
		SP:Iteration 2F (56920.650000 sec): 3 clusters
  Score: Raw -247374.057541 + Penalty 2487.848041 = -244886.209501
  nChanged 96
		SP:Iteration 3Q (56920.840000 sec): 3 clusters
  Score: Raw -247451.422662 + Penalty 2487.848041 = -244963.574621
  nChanged 80
		SP:Iteration 4Q (56921.020000 sec): 3 clusters
  Score: Raw -247514.154159 + Penalty 2487.848041 = -245026.306118
  nChanged 74
		SP:Iteration 5Q (56921.210000 sec): 3 clusters
  Score: Raw -247567.273512 + Penalty 2487.848041 = -245079.425471
  nChanged 74
		SP:Iteration 6Q (56921.390000 sec): 3 clusters
  Score: Raw -247615.461160 + Penalty 2487.848041 = -245127.613120
  nChanged 63
		SP:Iteration 7Q (56921.580000 sec): 3 clusters
  Score: Raw -247659.331151 + Penalty 2487.848041 = -245171.483111
  nChanged 61
		SP:Iteration 8Q (56921.770000 sec): 3 clusters
  Score: Raw -247695.364687 + Penalty 2487.848041 = -245207.516647
  nChanged 40
		SP:Iteration 9Q (56921.960000 sec): 3 clusters
  Score: Raw -247719.474232 + Penalty 2487.848041 = -245231.626191
  nChanged 31
		SP:Iteration 10Q (56922.190000 sec): 3 clusters
  Score: Raw -247735.393658 + Penalty 2487.848041 = -245247.545618
  nChanged 25
		SP:Iteration 11Q (56922.360000 sec): 3 clusters
  Score: Raw -247746.111395 + Penalty 2487.848041 = -245258.263355
  nChanged 21
		SP:Iteration 12Q (56922.520000 sec): 3 clusters
  Score: Raw -247755.612076 + Penalty 2487.848041 = -245267.764036
  nChanged 17
		SP:Iteration 13Q (56922.700000 sec): 3 clusters
  Score: Raw -247764.368559 + Penalty 2487.848041 = -245276.520518
  nChanged 16
		SP:Iteration 14Q (56922.870000 sec): 3 clusters
  Score: Raw -247775.555353 + Penalty 2487.848041 = -245287.707313
  nChanged 12
		SP:Iteration 15Q (56923.070000 sec): 3 clusters
  Score: Raw -247782.083916 + Penalty 2487.848041 = -245294.235875
  nChanged 14
		SP:Iteration 16Q (56923.290000 sec): 3 clusters
  Score: Raw -247790.323884 + Penalty 2487.848041 = -245302.475844
  nChanged 18
		SP:Iteration 17Q (56923.450000 sec): 3 clusters
  Score: Raw -247801.286844 + Penalty 2487.848041 = -245313.438804
  nChanged 19
		SP:Iteration 18Q (56923.650000 sec): 3 clusters
  Score: Raw -247810.807927 + Penalty 2487.848041 = -245322.959886
  nChanged 14
		SP:Iteration 19Q (56923.810000 sec): 3 clusters
  Score: Raw -247818.203531 + Penalty 2487.848041 = -245330.355490
  nChanged 16
		SP:Iteration 20F (56923.930000 sec): 3 clusters
  Score: Raw -247828.202721 + Penalty 2487.848041 = -245340.354681
  nChanged 17
		SP:Iteration 21Q (56924.150000 sec): 3 clusters
  Score: Raw -247838.061145 + Penalty 2487.848041 = -245350.213105
  nChanged 12
		SP:Iteration 22Q (56924.310000 sec): 3 clusters
  Score: Raw -247844.388450 + Penalty 2487.848041 = -245356.540410
  nChanged 12
		SP:Iteration 23Q (56924.490000 sec): 3 clusters
  Score: Raw -247850.949644 + Penalty 2487.848041 = -245363.101604
  nChanged 10
		SP:Iteration 24Q (56924.680000 sec): 3 clusters
  Score: Raw -247855.928705 + Penalty 2487.848041 = -245368.080664
  nChanged 8
		SP:Iteration 25Q (56924.860000 sec): 3 clusters
  Score: Raw -247859.806998 + Penalty 2487.848041 = -245371.958957
  nChanged 5
		SP:Iteration 26Q (56925.020000 sec): 3 clusters
  Score: Raw -247862.032164 + Penalty 2487.848041 = -245374.184124
  nChanged 3
		SP:Iteration 27Q (56925.230000 sec): 3 clusters
  Score: Raw -247863.090135 + Penalty 2487.848041 = -245375.242094
  nChanged 0
		SP:Iteration 28F (56925.390000 sec): 3 clusters
  Score: Raw -247863.090135 + Penalty 2487.848041 = -245375.242094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56925.540000 sec): 2 clusters
  Score: Raw -1796342.725846 + Penalty 1564.196045 = -1794778.529801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56925.800000 sec): 3 clusters
  Score: Raw -1787398.256521 + Penalty 3128.392090 = -1784269.864431
  nChanged 6771
		SP:Iteration 1F (56926.010000 sec): 3 clusters
  Score: Raw -1791137.454944 + Penalty 3128.392090 = -1788009.062854
  nChanged 963
		SP:Iteration 2F (56926.270000 sec): 3 clusters
  Score: Raw -1791525.949164 + Penalty 3128.392090 = -1788397.557074
  nChanged 789
		SP:Iteration 3F (56926.480000 sec): 3 clusters
  Score: Raw -1791848.748521 + Penalty 3128.392090 = -1788720.356431
  nChanged 723
		SP:Iteration 4Q (56926.750000 sec): 3 clusters
  Score: Raw -1792161.170702 + Penalty 3128.392090 = -1789032.778612
  nChanged 729
		SP:Iteration 5Q (56927.000000 sec): 3 clusters
  Score: Raw -1792519.623170 + Penalty 3128.392090 = -1789391.231080
  nChanged 754
		SP:Iteration 6Q (56927.230000 sec): 3 clusters
  Score: Raw -1792926.745423 + Penalty 3128.392090 = -1789798.353333
  nChanged 737
		SP:Iteration 7Q (56927.460000 sec): 3 clusters
  Score: Raw -1793331.668105 + Penalty 3128.392090 = -1790203.276015
  nChanged 695
		SP:Iteration 8Q (56927.730000 sec): 3 clusters
  Score: Raw -1793704.315366 + Penalty 3128.392090 = -1790575.923276
  nChanged 634
		SP:Iteration 9Q (56927.950000 sec): 3 clusters
  Score: Raw -1794069.912026 + Penalty 3128.392090 = -1790941.519936
  nChanged 564
		SP:Iteration 10Q (56928.190000 sec): 3 clusters
  Score: Raw -1794435.919584 + Penalty 3128.392090 = -1791307.527494
  nChanged 518
		SP:Iteration 11Q (56928.390000 sec): 3 clusters
  Score: Raw -1794801.355842 + Penalty 3128.392090 = -1791672.963752
  nChanged 496
		SP:Iteration 12Q (56928.630000 sec): 3 clusters
  Score: Raw -1795218.306273 + Penalty 3128.392090 = -1792089.914183
  nChanged 449
		SP:Iteration 13Q (56928.900000 sec): 3 clusters
  Score: Raw -1795588.869818 + Penalty 3128.392090 = -1792460.477728
  nChanged 358
		SP:Iteration 14Q (56929.080000 sec): 3 clusters
  Score: Raw -1795882.214408 + Penalty 3128.392090 = -1792753.822318
  nChanged 303
		SP:Iteration 15Q (56929.350000 sec): 3 clusters
  Score: Raw -1796124.476835 + Penalty 3128.392090 = -1792996.084745
  nChanged 242
		SP:Iteration 16Q (56929.550000 sec): 3 clusters
  Score: Raw -1796294.505703 + Penalty 3128.392090 = -1793166.113613
  nChanged 191
		SP:Iteration 17Q (56929.790000 sec): 3 clusters
  Score: Raw -1796417.261850 + Penalty 3128.392090 = -1793288.869760
  nChanged 168
		SP:Iteration 18Q (56930.010000 sec): 3 clusters
  Score: Raw -1796512.452691 + Penalty 3128.392090 = -1793384.060601
  nChanged 147
		SP:Iteration 19Q (56930.280000 sec): 3 clusters
  Score: Raw -1796581.207889 + Penalty 3128.392090 = -1793452.815799
  nChanged 123
		SP:Iteration 20F (56930.490000 sec): 3 clusters
  Score: Raw -1796641.324968 + Penalty 3128.392090 = -1793512.932878
  nChanged 84
		SP:Iteration 21Q (56930.730000 sec): 3 clusters
  Score: Raw -1796677.097548 + Penalty 3128.392090 = -1793548.705458
  nChanged 75
		SP:Iteration 22Q (56930.970000 sec): 3 clusters
  Score: Raw -1796708.699816 + Penalty 3128.392090 = -1793580.307726
  nChanged 68
		SP:Iteration 23Q (56931.200000 sec): 3 clusters
  Score: Raw -1796738.629080 + Penalty 3128.392090 = -1793610.236990
  nChanged 67
		SP:Iteration 24Q (56931.460000 sec): 3 clusters
  Score: Raw -1796769.736635 + Penalty 3128.392090 = -1793641.344545
  nChanged 53
		SP:Iteration 25Q (56931.700000 sec): 3 clusters
  Score: Raw -1796791.776109 + Penalty 3128.392090 = -1793663.384019
  nChanged 36
		SP:Iteration 26Q (56931.940000 sec): 3 clusters
  Score: Raw -1796800.579942 + Penalty 3128.392090 = -1793672.187852
  nChanged 26
		SP:Iteration 27Q (56932.140000 sec): 3 clusters
  Score: Raw -1796808.595126 + Penalty 3128.392090 = -1793680.203036
  nChanged 26
		SP:Iteration 28Q (56932.350000 sec): 3 clusters
  Score: Raw -1796819.019473 + Penalty 3128.392090 = -1793690.627383
  nChanged 31
		SP:Iteration 29Q (56932.570000 sec): 3 clusters
  Score: Raw -1796830.163726 + Penalty 3128.392090 = -1793701.771636
  nChanged 25
		SP:Iteration 30Q (56932.810000 sec): 3 clusters
  Score: Raw -1796838.428970 + Penalty 3128.392090 = -1793710.036880
  nChanged 25
		SP:Iteration 31Q (56933.050000 sec): 3 clusters
  Score: Raw -1796846.131031 + Penalty 3128.392090 = -1793717.738941
  nChanged 17
		SP:Iteration 32Q (56933.290000 sec): 3 clusters
  Score: Raw -1796850.204679 + Penalty 3128.392090 = -1793721.812589
  nChanged 13
		SP:Iteration 33Q (56933.520000 sec): 3 clusters
  Score: Raw -1796854.081785 + Penalty 3128.392090 = -1793725.689695
  nChanged 15
		SP:Iteration 34Q (56933.700000 sec): 3 clusters
  Score: Raw -1796858.842225 + Penalty 3128.392090 = -1793730.450135
  nChanged 15
		SP:Iteration 35Q (56933.970000 sec): 3 clusters
  Score: Raw -1796864.079132 + Penalty 3128.392090 = -1793735.687042
  nChanged 13
		SP:Iteration 36Q (56934.160000 sec): 3 clusters
  Score: Raw -1796867.821760 + Penalty 3128.392090 = -1793739.429670
  nChanged 11
		SP:Iteration 37Q (56934.410000 sec): 3 clusters
  Score: Raw -1796870.058270 + Penalty 3128.392090 = -1793741.666180
  nChanged 5
		SP:Iteration 38Q (56934.620000 sec): 3 clusters
  Score: Raw -1796871.156062 + Penalty 3128.392090 = -1793742.763972
  nChanged 4
		SP:Iteration 39Q (56934.840000 sec): 3 clusters
  Score: Raw -1796872.568170 + Penalty 3128.392090 = -1793744.176080
  nChanged 6
		SP:Iteration 40F (56935.120000 sec): 3 clusters
  Score: Raw -1796874.250569 + Penalty 3128.392090 = -1793745.858479
  nChanged 8
		SP:Iteration 41Q (56935.330000 sec): 3 clusters
  Score: Raw -1796876.399815 + Penalty 3128.392090 = -1793748.007725
  nChanged 8
		SP:Iteration 42Q (56935.560000 sec): 3 clusters
  Score: Raw -1796879.016738 + Penalty 3128.392090 = -1793750.624648
  nChanged 11
		SP:Iteration 43Q (56935.810000 sec): 3 clusters
  Score: Raw -1796882.716461 + Penalty 3128.392090 = -1793754.324371
  nChanged 6
		SP:Iteration 44Q (56936.040000 sec): 3 clusters
  Score: Raw -1796884.034043 + Penalty 3128.392090 = -1793755.641953
  nChanged 2
		SP:Iteration 45Q (56936.290000 sec): 3 clusters
  Score: Raw -1796884.538944 + Penalty 3128.392090 = -1793756.146854
  nChanged 4
		SP:Iteration 46Q (56936.500000 sec): 3 clusters
  Score: Raw -1796885.701150 + Penalty 3128.392090 = -1793757.309060
  nChanged 5
		SP:Iteration 47Q (56936.720000 sec): 3 clusters
  Score: Raw -1796887.062202 + Penalty 3128.392090 = -1793758.670112
  nChanged 8
		SP:Iteration 48Q (56936.950000 sec): 3 clusters
  Score: Raw -1796889.052373 + Penalty 3128.392090 = -1793760.660283
  nChanged 7
		SP:Iteration 49Q (56937.220000 sec): 3 clusters
  Score: Raw -1796890.869595 + Penalty 3128.392090 = -1793762.477505
  nChanged 5
		SP:Iteration 50Q (56937.410000 sec): 3 clusters
  Score: Raw -1796891.775886 + Penalty 3128.392090 = -1793763.383796
  nChanged 5
		SP:Iteration 51Q (56937.660000 sec): 3 clusters
  Score: Raw -1796892.424920 + Penalty 3128.392090 = -1793764.032830
  nChanged 2
		SP:Iteration 52Q (56937.900000 sec): 3 clusters
  Score: Raw -1796893.394681 + Penalty 3128.392090 = -1793765.002591
  nChanged 4
		SP:Iteration 53Q (56938.170000 sec): 3 clusters
  Score: Raw -1796894.667840 + Penalty 3128.392090 = -1793766.275750
  nChanged 7
		SP:Iteration 54Q (56938.380000 sec): 3 clusters
  Score: Raw -1796895.977136 + Penalty 3128.392090 = -1793767.585046
  nChanged 5
		SP:Iteration 55Q (56938.660000 sec): 3 clusters
  Score: Raw -1796897.012241 + Penalty 3128.392090 = -1793768.620151
  nChanged 4
		SP:Iteration 56Q (56938.900000 sec): 3 clusters
  Score: Raw -1796897.828197 + Penalty 3128.392090 = -1793769.436107
  nChanged 2
		SP:Iteration 57Q (56939.140000 sec): 3 clusters
  Score: Raw -1796898.436722 + Penalty 3128.392090 = -1793770.044632
  nChanged 5
		SP:Iteration 58Q (56939.390000 sec): 3 clusters
  Score: Raw -1796899.023567 + Penalty 3128.392090 = -1793770.631477
  nChanged 4
		SP:Iteration 59Q (56939.610000 sec): 3 clusters
  Score: Raw -1796900.932135 + Penalty 3128.392090 = -1793772.540045
  nChanged 5
		SP:Iteration 60F (56939.860000 sec): 3 clusters
  Score: Raw -1796902.232286 + Penalty 3128.392090 = -1793773.840196
  nChanged 8
		SP:Iteration 61Q (56940.070000 sec): 3 clusters
  Score: Raw -1796904.744436 + Penalty 3128.392090 = -1793776.352346
  nChanged 4
		SP:Iteration 62Q (56940.320000 sec): 3 clusters
  Score: Raw -1796905.442030 + Penalty 3128.392090 = -1793777.049940
  nChanged 4
		SP:Iteration 63Q (56940.520000 sec): 3 clusters
  Score: Raw -1796906.508982 + Penalty 3128.392090 = -1793778.116892
  nChanged 5
		SP:Iteration 64Q (56940.780000 sec): 3 clusters
  Score: Raw -1796908.339155 + Penalty 3128.392090 = -1793779.947065
  nChanged 7
		SP:Iteration 65Q (56940.980000 sec): 3 clusters
  Score: Raw -1796910.392242 + Penalty 3128.392090 = -1793782.000152
  nChanged 10
		SP:Iteration 66Q (56941.250000 sec): 3 clusters
  Score: Raw -1796914.499402 + Penalty 3128.392090 = -1793786.107312
  nChanged 10
		SP:Iteration 67Q (56941.470000 sec): 3 clusters
  Score: Raw -1796917.342941 + Penalty 3128.392090 = -1793788.950851
  nChanged 11
		SP:Iteration 68Q (56941.730000 sec): 3 clusters
  Score: Raw -1796919.936105 + Penalty 3128.392090 = -1793791.544015
  nChanged 7
		SP:Iteration 69Q (56941.940000 sec): 3 clusters
  Score: Raw -1796921.619904 + Penalty 3128.392090 = -1793793.227814
  nChanged 6
		SP:Iteration 70Q (56942.130000 sec): 3 clusters
  Score: Raw -1796922.560541 + Penalty 3128.392090 = -1793794.168451
  nChanged 4
		SP:Iteration 71Q (56942.360000 sec): 3 clusters
  Score: Raw -1796923.064752 + Penalty 3128.392090 = -1793794.672662
  nChanged 4
		SP:Iteration 72Q (56942.630000 sec): 3 clusters
  Score: Raw -1796923.924451 + Penalty 3128.392090 = -1793795.532361
  nChanged 5
		SP:Iteration 73Q (56942.850000 sec): 3 clusters
  Score: Raw -1796925.187711 + Penalty 3128.392090 = -1793796.795621
  nChanged 7
		SP:Iteration 74Q (56943.050000 sec): 3 clusters
  Score: Raw -1796927.001626 + Penalty 3128.392090 = -1793798.609536
  nChanged 5
		SP:Iteration 75Q (56943.290000 sec): 3 clusters
  Score: Raw -1796928.449736 + Penalty 3128.392090 = -1793800.057646
  nChanged 6
		SP:Iteration 76Q (56943.550000 sec): 3 clusters
  Score: Raw -1796930.077061 + Penalty 3128.392090 = -1793801.684971
  nChanged 4
		SP:Iteration 77Q (56943.830000 sec): 3 clusters
  Score: Raw -1796931.093935 + Penalty 3128.392090 = -1793802.701845
  nChanged 1
		SP:Iteration 78Q (56944.040000 sec): 3 clusters
  Score: Raw -1796931.324809 + Penalty 3128.392090 = -1793802.932719
  nChanged 2
		SP:Iteration 79Q (56944.290000 sec): 3 clusters
  Score: Raw -1796931.937545 + Penalty 3128.392090 = -1793803.545455
  nChanged 0
		SP:Iteration 80F (56944.550000 sec): 3 clusters
  Score: Raw -1796931.937545 + Penalty 3128.392090 = -1793803.545455
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56944.640000 sec): 2 clusters
  Score: Raw -469902.690282 + Penalty 1348.188810 = -468554.501473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56944.860000 sec): 3 clusters
  Score: Raw -467963.681248 + Penalty 2696.377619 = -465267.303629
  nChanged 1526
		SP:Iteration 1F (56945.040000 sec): 3 clusters
  Score: Raw -468984.475220 + Penalty 2696.377619 = -466288.097601
  nChanged 341
		SP:Iteration 2F (56945.260000 sec): 3 clusters
  Score: Raw -469287.185084 + Penalty 2696.377619 = -466590.807464
  nChanged 258
		SP:Iteration 3F (56945.440000 sec): 3 clusters
  Score: Raw -469512.157016 + Penalty 2696.377619 = -466815.779397
  nChanged 216
		SP:Iteration 4F (56945.620000 sec): 3 clusters
  Score: Raw -469690.624855 + Penalty 2696.377619 = -466994.247236
  nChanged 187
		SP:Iteration 5Q (56945.800000 sec): 3 clusters
  Score: Raw -469857.125939 + Penalty 2696.377619 = -467160.748320
  nChanged 162
		SP:Iteration 6Q (56946.020000 sec): 3 clusters
  Score: Raw -469986.809453 + Penalty 2696.377619 = -467290.431834
  nChanged 135
		SP:Iteration 7Q (56946.190000 sec): 3 clusters
  Score: Raw -470101.281315 + Penalty 2696.377619 = -467404.903696
  nChanged 117
		SP:Iteration 8Q (56946.340000 sec): 3 clusters
  Score: Raw -470189.703119 + Penalty 2696.377619 = -467493.325500
  nChanged 116
		SP:Iteration 9Q (56946.550000 sec): 3 clusters
  Score: Raw -470273.036592 + Penalty 2696.377619 = -467576.658973
  nChanged 97
		SP:Iteration 10Q (56946.730000 sec): 3 clusters
  Score: Raw -470336.427836 + Penalty 2696.377619 = -467640.050217
  nChanged 77
		SP:Iteration 11Q (56946.940000 sec): 3 clusters
  Score: Raw -470382.088269 + Penalty 2696.377619 = -467685.710650
  nChanged 64
		SP:Iteration 12Q (56947.110000 sec): 3 clusters
  Score: Raw -470427.087591 + Penalty 2696.377619 = -467730.709972
  nChanged 66
		SP:Iteration 13Q (56947.300000 sec): 3 clusters
  Score: Raw -470463.576110 + Penalty 2696.377619 = -467767.198491
  nChanged 59
		SP:Iteration 14Q (56947.480000 sec): 3 clusters
  Score: Raw -470493.907959 + Penalty 2696.377619 = -467797.530340
  nChanged 36
		SP:Iteration 15Q (56947.660000 sec): 3 clusters
  Score: Raw -470512.928893 + Penalty 2696.377619 = -467816.551274
  nChanged 33
		SP:Iteration 16Q (56947.800000 sec): 3 clusters
  Score: Raw -470528.587123 + Penalty 2696.377619 = -467832.209504
  nChanged 34
		SP:Iteration 17Q (56947.960000 sec): 3 clusters
  Score: Raw -470546.254899 + Penalty 2696.377619 = -467849.877280
  nChanged 31
		SP:Iteration 18Q (56948.150000 sec): 3 clusters
  Score: Raw -470563.350828 + Penalty 2696.377619 = -467866.973208
  nChanged 23
		SP:Iteration 19Q (56948.330000 sec): 3 clusters
  Score: Raw -470576.096641 + Penalty 2696.377619 = -467879.719022
  nChanged 21
		SP:Iteration 20F (56948.500000 sec): 3 clusters
  Score: Raw -470584.285800 + Penalty 2696.377619 = -467887.908181
  nChanged 23
		SP:Iteration 21Q (56948.680000 sec): 3 clusters
  Score: Raw -470591.763893 + Penalty 2696.377619 = -467895.386274
  nChanged 22
		SP:Iteration 22Q (56948.850000 sec): 3 clusters
  Score: Raw -470600.034133 + Penalty 2696.377619 = -467903.656514
  nChanged 26
		SP:Iteration 23Q (56949.030000 sec): 3 clusters
  Score: Raw -470610.306752 + Penalty 2696.377619 = -467913.929133
  nChanged 20
		SP:Iteration 24Q (56949.170000 sec): 3 clusters
  Score: Raw -470617.685040 + Penalty 2696.377619 = -467921.307421
  nChanged 19
		SP:Iteration 25Q (56949.390000 sec): 3 clusters
  Score: Raw -470625.100557 + Penalty 2696.377619 = -467928.722938
  nChanged 19
		SP:Iteration 26Q (56949.560000 sec): 3 clusters
  Score: Raw -470632.457581 + Penalty 2696.377619 = -467936.079962
  nChanged 13
		SP:Iteration 27Q (56949.750000 sec): 3 clusters
  Score: Raw -470637.442867 + Penalty 2696.377619 = -467941.065247
  nChanged 11
		SP:Iteration 28Q (56949.920000 sec): 3 clusters
  Score: Raw -470641.191402 + Penalty 2696.377619 = -467944.813783
  nChanged 7
		SP:Iteration 29Q (56950.090000 sec): 3 clusters
  Score: Raw -470643.372975 + Penalty 2696.377619 = -467946.995356
  nChanged 3
		SP:Iteration 30Q (56950.290000 sec): 3 clusters
  Score: Raw -470643.755869 + Penalty 2696.377619 = -467947.378250
  nChanged 3
		SP:Iteration 31Q (56950.470000 sec): 3 clusters
  Score: Raw -470644.488078 + Penalty 2696.377619 = -467948.110459
  nChanged 2
		SP:Iteration 32Q (56950.660000 sec): 3 clusters
  Score: Raw -470644.895459 + Penalty 2696.377619 = -467948.517840
  nChanged 0
		SP:Iteration 33F (56950.840000 sec): 3 clusters
  Score: Raw -470644.895459 + Penalty 2696.377619 = -467948.517840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56950.970000 sec): 2 clusters
  Score: Raw -446706.260239 + Penalty 1342.119896 = -445364.140343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56951.180000 sec): 3 clusters
  Score: Raw -444771.840143 + Penalty 2684.239793 = -442087.600350
  nChanged 1537
		SP:Iteration 1F (56951.330000 sec): 3 clusters
  Score: Raw -445745.976528 + Penalty 2684.239793 = -443061.736735
  nChanged 336
		SP:Iteration 2F (56951.550000 sec): 3 clusters
  Score: Raw -446007.021895 + Penalty 2684.239793 = -443322.782102
  nChanged 217
		SP:Iteration 3F (56951.740000 sec): 3 clusters
  Score: Raw -446150.970347 + Penalty 2684.239793 = -443466.730554
  nChanged 206
		SP:Iteration 4F (56951.890000 sec): 3 clusters
  Score: Raw -446316.625701 + Penalty 2684.239793 = -443632.385908
  nChanged 199
		SP:Iteration 5F (56952.050000 sec): 3 clusters
  Score: Raw -446536.557244 + Penalty 2684.239793 = -443852.317451
  nChanged 212
		SP:Iteration 6F (56952.230000 sec): 3 clusters
  Score: Raw -446778.920480 + Penalty 2684.239793 = -444094.680688
  nChanged 188
		SP:Iteration 7Q (56952.430000 sec): 3 clusters
  Score: Raw -446974.101573 + Penalty 2684.239793 = -444289.861780
  nChanged 158
		SP:Iteration 8Q (56952.590000 sec): 3 clusters
  Score: Raw -447098.670953 + Penalty 2684.239793 = -444414.431160
  nChanged 122
		SP:Iteration 9Q (56952.780000 sec): 3 clusters
  Score: Raw -447189.998882 + Penalty 2684.239793 = -444505.759090
  nChanged 95
		SP:Iteration 10Q (56952.950000 sec): 3 clusters
  Score: Raw -447243.896078 + Penalty 2684.239793 = -444559.656285
  nChanged 63
		SP:Iteration 11Q (56953.110000 sec): 3 clusters
  Score: Raw -447283.520211 + Penalty 2684.239793 = -444599.280418
  nChanged 50
		SP:Iteration 12Q (56953.320000 sec): 3 clusters
  Score: Raw -447315.087679 + Penalty 2684.239793 = -444630.847886
  nChanged 45
		SP:Iteration 13Q (56953.480000 sec): 3 clusters
  Score: Raw -447339.055719 + Penalty 2684.239793 = -444654.815926
  nChanged 39
		SP:Iteration 14Q (56953.650000 sec): 3 clusters
  Score: Raw -447358.462949 + Penalty 2684.239793 = -444674.223156
  nChanged 34
		SP:Iteration 15Q (56953.790000 sec): 3 clusters
  Score: Raw -447381.273609 + Penalty 2684.239793 = -444697.033817
  nChanged 35
		SP:Iteration 16Q (56953.960000 sec): 3 clusters
  Score: Raw -447402.572805 + Penalty 2684.239793 = -444718.333012
  nChanged 34
		SP:Iteration 17Q (56954.110000 sec): 3 clusters
  Score: Raw -447419.319628 + Penalty 2684.239793 = -444735.079835
  nChanged 29
		SP:Iteration 18Q (56954.320000 sec): 3 clusters
  Score: Raw -447428.774662 + Penalty 2684.239793 = -444744.534869
  nChanged 13
		SP:Iteration 19Q (56954.500000 sec): 3 clusters
  Score: Raw -447432.419241 + Penalty 2684.239793 = -444748.179449
  nChanged 9
		SP:Iteration 20F (56954.700000 sec): 3 clusters
  Score: Raw -447434.416319 + Penalty 2684.239793 = -444750.176526
  nChanged 7
		SP:Iteration 21Q (56954.880000 sec): 3 clusters
  Score: Raw -447436.149125 + Penalty 2684.239793 = -444751.909332
  nChanged 3
		SP:Iteration 22Q (56955.070000 sec): 3 clusters
  Score: Raw -447436.995011 + Penalty 2684.239793 = -444752.755218
  nChanged 4
		SP:Iteration 23Q (56955.250000 sec): 3 clusters
  Score: Raw -447437.813464 + Penalty 2684.239793 = -444753.573671
  nChanged 1
		SP:Iteration 24Q (56955.410000 sec): 3 clusters
  Score: Raw -447438.052725 + Penalty 2684.239793 = -444753.812932
  nChanged 1
		SP:Iteration 25Q (56955.550000 sec): 3 clusters
  Score: Raw -447438.926493 + Penalty 2684.239793 = -444754.686700
  nChanged 5
		SP:Iteration 26Q (56955.730000 sec): 3 clusters
  Score: Raw -447440.015711 + Penalty 2684.239793 = -444755.775918
  nChanged 5
		SP:Iteration 27Q (56955.920000 sec): 3 clusters
  Score: Raw -447442.045927 + Penalty 2684.239793 = -444757.806134
  nChanged 4
		SP:Iteration 28Q (56956.090000 sec): 3 clusters
  Score: Raw -447443.724183 + Penalty 2684.239793 = -444759.484390
  nChanged 7
		SP:Iteration 29Q (56956.310000 sec): 3 clusters
  Score: Raw -447445.795001 + Penalty 2684.239793 = -444761.555208
  nChanged 6
		SP:Iteration 30Q (56956.510000 sec): 3 clusters
  Score: Raw -447447.321810 + Penalty 2684.239793 = -444763.082017
  nChanged 5
		SP:Iteration 31Q (56956.650000 sec): 3 clusters
  Score: Raw -447448.487837 + Penalty 2684.239793 = -444764.248044
  nChanged 6
		SP:Iteration 32Q (56956.860000 sec): 3 clusters
  Score: Raw -447450.216329 + Penalty 2684.239793 = -444765.976536
  nChanged 2
		SP:Iteration 33Q (56957.040000 sec): 3 clusters
  Score: Raw -447450.613189 + Penalty 2684.239793 = -444766.373396
  nChanged 0
		SP:Iteration 34F (56957.250000 sec): 3 clusters
  Score: Raw -447450.613189 + Penalty 2684.239793 = -444766.373396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56957.310000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56957.490000 sec): 3 clusters
  Score: Raw -13723.278430 + Penalty 1563.959915 = -12159.318514
  nChanged 12
		SP:Iteration 1F (56957.650000 sec): 3 clusters
  Score: Raw -13770.621916 + Penalty 1563.959915 = -12206.662001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56957.750000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56957.890000 sec): 3 clusters
  Score: Raw -59386.321446 + Penalty 2030.613934 = -57355.707512
  nChanged 119
		SP:Iteration 1F (56958.090000 sec): 3 clusters
  Score: Raw -59539.116170 + Penalty 2030.613934 = -57508.502235
  nChanged 32
		SP:Iteration 2F (56958.280000 sec): 3 clusters
  Score: Raw -59582.507716 + Penalty 2030.613934 = -57551.893782
  nChanged 11
		SP:Iteration 3Q (56958.430000 sec): 3 clusters
  Score: Raw -59603.106784 + Penalty 2030.613934 = -57572.492849
  nChanged 4
		SP:Iteration 4Q (56958.610000 sec): 3 clusters
  Score: Raw -59609.213778 + Penalty 2030.613934 = -57578.599843
  nChanged 3
		SP:Iteration 5Q (56958.790000 sec): 3 clusters
  Score: Raw -59614.846552 + Penalty 2030.613934 = -57584.232618
  nChanged 2
		SP:Iteration 6Q (56958.970000 sec): 3 clusters
  Score: Raw -59618.009795 + Penalty 2030.613934 = -57587.395861
  nChanged 3
		SP:Iteration 7Q (56959.160000 sec): 3 clusters
  Score: Raw -59622.925589 + Penalty 2030.613934 = -57592.311655
  nChanged 5
		SP:Iteration 8Q (56959.330000 sec): 3 clusters
  Score: Raw -59630.030365 + Penalty 2030.613934 = -57599.416431
  nChanged 1
		SP:Iteration 9Q (56959.510000 sec): 3 clusters
  Score: Raw -59630.881458 + Penalty 2030.613934 = -57600.267524
  nChanged 3
		SP:Iteration 10Q (56959.680000 sec): 3 clusters
  Score: Raw -59632.830539 + Penalty 2030.613934 = -57602.216604
  nChanged 0
		SP:Iteration 11F (56959.880000 sec): 3 clusters
  Score: Raw -59632.830539 + Penalty 2030.613934 = -57602.216604
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56960.010000 sec): 2 clusters
  Score: Raw -375884.113203 + Penalty 1314.740166 = -374569.373037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56960.190000 sec): 3 clusters
  Score: Raw -374355.598529 + Penalty 2629.480333 = -371726.118196
  nChanged 1235
		SP:Iteration 1F (56960.360000 sec): 3 clusters
  Score: Raw -375113.123924 + Penalty 2629.480333 = -372483.643591
  nChanged 325
		SP:Iteration 2F (56960.560000 sec): 3 clusters
  Score: Raw -375422.430956 + Penalty 2629.480333 = -372792.950623
  nChanged 303
		SP:Iteration 3F (56960.740000 sec): 3 clusters
  Score: Raw -375790.226187 + Penalty 2629.480333 = -373160.745854
  nChanged 279
		SP:Iteration 4F (56960.920000 sec): 3 clusters
  Score: Raw -376143.470696 + Penalty 2629.480333 = -373513.990363
  nChanged 210
		SP:Iteration 5F (56961.120000 sec): 3 clusters
  Score: Raw -376389.215759 + Penalty 2629.480333 = -373759.735426
  nChanged 163
		SP:Iteration 6Q (56961.280000 sec): 3 clusters
  Score: Raw -376583.466902 + Penalty 2629.480333 = -373953.986570
  nChanged 126
		SP:Iteration 7Q (56961.440000 sec): 3 clusters
  Score: Raw -376686.956381 + Penalty 2629.480333 = -374057.476048
  nChanged 79
		SP:Iteration 8Q (56961.600000 sec): 3 clusters
  Score: Raw -376731.217300 + Penalty 2629.480333 = -374101.736967
  nChanged 51
		SP:Iteration 9Q (56961.830000 sec): 3 clusters
  Score: Raw -376755.395493 + Penalty 2629.480333 = -374125.915160
  nChanged 31
		SP:Iteration 10Q (56961.990000 sec): 3 clusters
  Score: Raw -376770.121056 + Penalty 2629.480333 = -374140.640723
  nChanged 25
		SP:Iteration 11Q (56962.170000 sec): 3 clusters
  Score: Raw -376782.501164 + Penalty 2629.480333 = -374153.020832
  nChanged 18
		SP:Iteration 12Q (56962.310000 sec): 3 clusters
  Score: Raw -376788.549589 + Penalty 2629.480333 = -374159.069256
  nChanged 15
		SP:Iteration 13Q (56962.540000 sec): 3 clusters
  Score: Raw -376793.471999 + Penalty 2629.480333 = -374163.991666
  nChanged 12
		SP:Iteration 14Q (56962.710000 sec): 3 clusters
  Score: Raw -376797.661044 + Penalty 2629.480333 = -374168.180711
  nChanged 8
		SP:Iteration 15Q (56962.890000 sec): 3 clusters
  Score: Raw -376799.883771 + Penalty 2629.480333 = -374170.403438
  nChanged 3
		SP:Iteration 16Q (56963.070000 sec): 3 clusters
  Score: Raw -376800.702270 + Penalty 2629.480333 = -374171.221937
  nChanged 2
		SP:Iteration 17Q (56963.240000 sec): 3 clusters
  Score: Raw -376801.190747 + Penalty 2629.480333 = -374171.710414
  nChanged 1
		SP:Iteration 18Q (56963.390000 sec): 3 clusters
  Score: Raw -376801.564862 + Penalty 2629.480333 = -374172.084529
  nChanged 1
		SP:Iteration 19Q (56963.550000 sec): 3 clusters
  Score: Raw -376801.857973 + Penalty 2629.480333 = -374172.377640
  nChanged 0
		SP:Iteration 20F (56963.720000 sec): 3 clusters
  Score: Raw -376801.857973 + Penalty 2629.480333 = -374172.377640
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56963.800000 sec): 2 clusters
  Score: Raw -114951.222492 + Penalty 1138.145797 = -113813.076695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56963.960000 sec): 3 clusters
  Score: Raw -114588.765507 + Penalty 2276.291594 = -112312.473913
  nChanged 371
		SP:Iteration 1F (56964.110000 sec): 3 clusters
  Score: Raw -114952.991146 + Penalty 2276.291594 = -112676.699552
  nChanged 115
		SP:Iteration 2F (56964.260000 sec): 3 clusters
  Score: Raw -115082.465044 + Penalty 2276.291594 = -112806.173450
  nChanged 57
		SP:Iteration 3F (56964.470000 sec): 3 clusters
  Score: Raw -115156.950815 + Penalty 2276.291594 = -112880.659221
  nChanged 45
		SP:Iteration 4Q (56964.620000 sec): 3 clusters
  Score: Raw -115209.377460 + Penalty 2276.291594 = -112933.085865
  nChanged 42
		SP:Iteration 5Q (56964.820000 sec): 3 clusters
  Score: Raw -115272.798197 + Penalty 2276.291594 = -112996.506603
  nChanged 30
		SP:Iteration 6Q (56965.010000 sec): 3 clusters
  Score: Raw -115304.761610 + Penalty 2276.291594 = -113028.470015
  nChanged 16
		SP:Iteration 7Q (56965.170000 sec): 3 clusters
  Score: Raw -115320.457298 + Penalty 2276.291594 = -113044.165704
  nChanged 19
		SP:Iteration 8Q (56965.350000 sec): 3 clusters
  Score: Raw -115335.021565 + Penalty 2276.291594 = -113058.729970
  nChanged 13
		SP:Iteration 9Q (56965.530000 sec): 3 clusters
  Score: Raw -115345.622406 + Penalty 2276.291594 = -113069.330812
  nChanged 6
		SP:Iteration 10Q (56965.700000 sec): 3 clusters
  Score: Raw -115352.973549 + Penalty 2276.291594 = -113076.681955
  nChanged 5
		SP:Iteration 11Q (56965.900000 sec): 3 clusters
  Score: Raw -115357.236954 + Penalty 2276.291594 = -113080.945360
  nChanged 2
		SP:Iteration 12Q (56966.070000 sec): 3 clusters
  Score: Raw -115358.152470 + Penalty 2276.291594 = -113081.860876
  nChanged 0
		SP:Iteration 13F (56966.240000 sec): 3 clusters
  Score: Raw -115358.152470 + Penalty 2276.291594 = -113081.860876
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56966.340000 sec): 2 clusters
  Score: Raw -261586.796835 + Penalty 1250.338830 = -260336.458005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56966.520000 sec): 3 clusters
  Score: Raw -260641.821115 + Penalty 2500.677661 = -258141.143454
  nChanged 773
		SP:Iteration 1F (56966.750000 sec): 3 clusters
  Score: Raw -261118.715509 + Penalty 2500.677661 = -258618.037848
  nChanged 172
		SP:Iteration 2F (56966.910000 sec): 3 clusters
  Score: Raw -261247.104697 + Penalty 2500.677661 = -258746.427036
  nChanged 123
		SP:Iteration 3F (56967.110000 sec): 3 clusters
  Score: Raw -261336.855696 + Penalty 2500.677661 = -258836.178035
  nChanged 89
		SP:Iteration 4Q (56967.280000 sec): 3 clusters
  Score: Raw -261416.624195 + Penalty 2500.677661 = -258915.946535
  nChanged 83
		SP:Iteration 5Q (56967.430000 sec): 3 clusters
  Score: Raw -261487.552042 + Penalty 2500.677661 = -258986.874381
  nChanged 62
		SP:Iteration 6Q (56967.620000 sec): 3 clusters
  Score: Raw -261538.099824 + Penalty 2500.677661 = -259037.422163
  nChanged 45
		SP:Iteration 7Q (56967.790000 sec): 3 clusters
  Score: Raw -261566.237010 + Penalty 2500.677661 = -259065.559349
  nChanged 35
		SP:Iteration 8Q (56967.920000 sec): 3 clusters
  Score: Raw -261590.941594 + Penalty 2500.677661 = -259090.263933
  nChanged 30
		SP:Iteration 9Q (56968.150000 sec): 3 clusters
  Score: Raw -261611.046712 + Penalty 2500.677661 = -259110.369051
  nChanged 26
		SP:Iteration 10Q (56968.300000 sec): 3 clusters
  Score: Raw -261625.888218 + Penalty 2500.677661 = -259125.210557
  nChanged 23
		SP:Iteration 11Q (56968.450000 sec): 3 clusters
  Score: Raw -261637.583105 + Penalty 2500.677661 = -259136.905445
  nChanged 19
		SP:Iteration 12Q (56968.640000 sec): 3 clusters
  Score: Raw -261649.135018 + Penalty 2500.677661 = -259148.457357
  nChanged 23
		SP:Iteration 13Q (56968.780000 sec): 3 clusters
  Score: Raw -261663.052317 + Penalty 2500.677661 = -259162.374656
  nChanged 17
		SP:Iteration 14Q (56968.970000 sec): 3 clusters
  Score: Raw -261671.844065 + Penalty 2500.677661 = -259171.166404
  nChanged 16
		SP:Iteration 15Q (56969.160000 sec): 3 clusters
  Score: Raw -261680.951475 + Penalty 2500.677661 = -259180.273814
  nChanged 14
		SP:Iteration 16Q (56969.340000 sec): 3 clusters
  Score: Raw -261688.704421 + Penalty 2500.677661 = -259188.026760
  nChanged 9
		SP:Iteration 17Q (56969.540000 sec): 3 clusters
  Score: Raw -261692.347046 + Penalty 2500.677661 = -259191.669385
  nChanged 5
		SP:Iteration 18Q (56969.670000 sec): 3 clusters
  Score: Raw -261694.859020 + Penalty 2500.677661 = -259194.181359
  nChanged 4
		SP:Iteration 19Q (56969.880000 sec): 3 clusters
  Score: Raw -261696.057692 + Penalty 2500.677661 = -259195.380031
  nChanged 2
		SP:Iteration 20F (56970.040000 sec): 3 clusters
  Score: Raw -261697.042712 + Penalty 2500.677661 = -259196.365051
  nChanged 4
		SP:Iteration 21Q (56970.230000 sec): 3 clusters
  Score: Raw -261697.966921 + Penalty 2500.677661 = -259197.289260
  nChanged 3
		SP:Iteration 22Q (56970.420000 sec): 3 clusters
  Score: Raw -261698.513076 + Penalty 2500.677661 = -259197.835415
  nChanged 3
		SP:Iteration 23Q (56970.610000 sec): 3 clusters
  Score: Raw -261699.464505 + Penalty 2500.677661 = -259198.786844
  nChanged 4
		SP:Iteration 24Q (56970.770000 sec): 3 clusters
  Score: Raw -261701.873069 + Penalty 2500.677661 = -259201.195408
  nChanged 5
		SP:Iteration 25Q (56970.950000 sec): 3 clusters
  Score: Raw -261704.474828 + Penalty 2500.677661 = -259203.797167
  nChanged 6
		SP:Iteration 26Q (56971.140000 sec): 3 clusters
  Score: Raw -261706.698542 + Penalty 2500.677661 = -259206.020881
  nChanged 7
		SP:Iteration 27Q (56971.310000 sec): 3 clusters
  Score: Raw -261708.793399 + Penalty 2500.677661 = -259208.115738
  nChanged 5
		SP:Iteration 28Q (56971.440000 sec): 3 clusters
  Score: Raw -261711.885374 + Penalty 2500.677661 = -259211.207713
  nChanged 6
		SP:Iteration 29Q (56971.600000 sec): 3 clusters
  Score: Raw -261714.499031 + Penalty 2500.677661 = -259213.821370
  nChanged 6
		SP:Iteration 30Q (56971.780000 sec): 3 clusters
  Score: Raw -261718.155401 + Penalty 2500.677661 = -259217.477740
  nChanged 2
		SP:Iteration 31Q (56971.950000 sec): 3 clusters
  Score: Raw -261718.948290 + Penalty 2500.677661 = -259218.270629
  nChanged 3
		SP:Iteration 32Q (56972.140000 sec): 3 clusters
  Score: Raw -261721.018128 + Penalty 2500.677661 = -259220.340467
  nChanged 5
		SP:Iteration 33Q (56972.340000 sec): 3 clusters
  Score: Raw -261724.261630 + Penalty 2500.677661 = -259223.583969
  nChanged 5
		SP:Iteration 34Q (56972.520000 sec): 3 clusters
  Score: Raw -261727.536390 + Penalty 2500.677661 = -259226.858729
  nChanged 3
		SP:Iteration 35Q (56972.660000 sec): 3 clusters
  Score: Raw -261728.448360 + Penalty 2500.677661 = -259227.770699
  nChanged 3
		SP:Iteration 36Q (56972.830000 sec): 3 clusters
  Score: Raw -261729.703129 + Penalty 2500.677661 = -259229.025468
  nChanged 2
		SP:Iteration 37Q (56972.990000 sec): 3 clusters
  Score: Raw -261730.860023 + Penalty 2500.677661 = -259230.182362
  nChanged 1
		SP:Iteration 38Q (56973.150000 sec): 3 clusters
  Score: Raw -261731.143633 + Penalty 2500.677661 = -259230.465972
  nChanged 2
		SP:Iteration 39Q (56973.330000 sec): 3 clusters
  Score: Raw -261732.167550 + Penalty 2500.677661 = -259231.489889
  nChanged 1
		SP:Iteration 40F (56973.510000 sec): 3 clusters
  Score: Raw -261732.864875 + Penalty 2500.677661 = -259232.187215
  nChanged 1
		SP:Iteration 41Q (56973.700000 sec): 3 clusters
  Score: Raw -261733.354393 + Penalty 2500.677661 = -259232.676732
  nChanged 0
		SP:Iteration 42F (56973.860000 sec): 3 clusters
  Score: Raw -261733.354393 + Penalty 2500.677661 = -259232.676732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56973.970000 sec): 2 clusters
  Score: Raw -310770.580250 + Penalty 1283.250257 = -309487.329994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56974.150000 sec): 3 clusters
  Score: Raw -309531.086042 + Penalty 2566.500513 = -306964.585528
  nChanged 1012
		SP:Iteration 1F (56974.350000 sec): 3 clusters
  Score: Raw -310173.006751 + Penalty 2566.500513 = -307606.506237
  nChanged 242
		SP:Iteration 2F (56974.570000 sec): 3 clusters
  Score: Raw -310371.259491 + Penalty 2566.500513 = -307804.758978
  nChanged 185
		SP:Iteration 3F (56974.740000 sec): 3 clusters
  Score: Raw -310524.900013 + Penalty 2566.500513 = -307958.399500
  nChanged 158
		SP:Iteration 4F (56974.920000 sec): 3 clusters
  Score: Raw -310660.996018 + Penalty 2566.500513 = -308094.495505
  nChanged 143
		SP:Iteration 5F (56975.120000 sec): 3 clusters
  Score: Raw -310785.435308 + Penalty 2566.500513 = -308218.934795
  nChanged 122
		SP:Iteration 6Q (56975.280000 sec): 3 clusters
  Score: Raw -310892.050448 + Penalty 2566.500513 = -308325.549935
  nChanged 113
		SP:Iteration 7Q (56975.450000 sec): 3 clusters
  Score: Raw -310997.292278 + Penalty 2566.500513 = -308430.791765
  nChanged 89
		SP:Iteration 8Q (56975.640000 sec): 3 clusters
  Score: Raw -311064.812452 + Penalty 2566.500513 = -308498.311939
  nChanged 63
		SP:Iteration 9Q (56975.800000 sec): 3 clusters
  Score: Raw -311102.278776 + Penalty 2566.500513 = -308535.778263
  nChanged 35
		SP:Iteration 10Q (56976.000000 sec): 3 clusters
  Score: Raw -311121.167137 + Penalty 2566.500513 = -308554.666624
  nChanged 32
		SP:Iteration 11Q (56976.180000 sec): 3 clusters
  Score: Raw -311138.411387 + Penalty 2566.500513 = -308571.910874
  nChanged 28
		SP:Iteration 12Q (56976.360000 sec): 3 clusters
  Score: Raw -311153.853920 + Penalty 2566.500513 = -308587.353406
  nChanged 24
		SP:Iteration 13Q (56976.550000 sec): 3 clusters
  Score: Raw -311165.509842 + Penalty 2566.500513 = -308599.009329
  nChanged 14
		SP:Iteration 14Q (56976.700000 sec): 3 clusters
  Score: Raw -311171.097298 + Penalty 2566.500513 = -308604.596784
  nChanged 10
		SP:Iteration 15Q (56976.830000 sec): 3 clusters
  Score: Raw -311174.773629 + Penalty 2566.500513 = -308608.273116
  nChanged 5
		SP:Iteration 16Q (56977.030000 sec): 3 clusters
  Score: Raw -311176.771911 + Penalty 2566.500513 = -308610.271398
  nChanged 7
		SP:Iteration 17Q (56977.200000 sec): 3 clusters
  Score: Raw -311179.034568 + Penalty 2566.500513 = -308612.534055
  nChanged 5
		SP:Iteration 18Q (56977.360000 sec): 3 clusters
  Score: Raw -311180.898826 + Penalty 2566.500513 = -308614.398313
  nChanged 2
		SP:Iteration 19Q (56977.540000 sec): 3 clusters
  Score: Raw -311181.429772 + Penalty 2566.500513 = -308614.929258
  nChanged 2
		SP:Iteration 20F (56977.700000 sec): 3 clusters
  Score: Raw -311181.897258 + Penalty 2566.500513 = -308615.396745
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56977.850000 sec): 2 clusters
  Score: Raw -588654.090890 + Penalty 1382.312199 = -587271.778690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56978.050000 sec): 3 clusters
  Score: Raw -586087.943554 + Penalty 2764.624399 = -583323.319155
  nChanged 2013
		SP:Iteration 1F (56978.220000 sec): 3 clusters
  Score: Raw -587183.057157 + Penalty 2764.624399 = -584418.432758
  nChanged 349
		SP:Iteration 2F (56978.400000 sec): 3 clusters
  Score: Raw -587350.731156 + Penalty 2764.624399 = -584586.106757
  nChanged 240
		SP:Iteration 3Q (56978.590000 sec): 3 clusters
  Score: Raw -587464.092770 + Penalty 2764.624399 = -584699.468371
  nChanged 191
		SP:Iteration 4Q (56978.800000 sec): 3 clusters
  Score: Raw -587555.551279 + Penalty 2764.624399 = -584790.926881
  nChanged 156
		SP:Iteration 5Q (56978.970000 sec): 3 clusters
  Score: Raw -587638.712022 + Penalty 2764.624399 = -584874.087624
  nChanged 167
		SP:Iteration 6Q (56979.180000 sec): 3 clusters
  Score: Raw -587737.500019 + Penalty 2764.624399 = -584972.875621
  nChanged 165
		SP:Iteration 7Q (56979.380000 sec): 3 clusters
  Score: Raw -587831.752232 + Penalty 2764.624399 = -585067.127833
  nChanged 177
		SP:Iteration 8Q (56979.570000 sec): 3 clusters
  Score: Raw -587940.092970 + Penalty 2764.624399 = -585175.468571
  nChanged 196
		SP:Iteration 9Q (56979.710000 sec): 3 clusters
  Score: Raw -588059.792949 + Penalty 2764.624399 = -585295.168550
  nChanged 175
		SP:Iteration 10Q (56979.890000 sec): 3 clusters
  Score: Raw -588164.710264 + Penalty 2764.624399 = -585400.085865
  nChanged 160
		SP:Iteration 11Q (56980.080000 sec): 3 clusters
  Score: Raw -588256.373036 + Penalty 2764.624399 = -585491.748637
  nChanged 173
		SP:Iteration 12Q (56980.270000 sec): 3 clusters
  Score: Raw -588358.198588 + Penalty 2764.624399 = -585593.574190
  nChanged 144
		SP:Iteration 13Q (56980.450000 sec): 3 clusters
  Score: Raw -588437.720626 + Penalty 2764.624399 = -585673.096228
  nChanged 115
		SP:Iteration 14Q (56980.660000 sec): 3 clusters
  Score: Raw -588500.703893 + Penalty 2764.624399 = -585736.079494
  nChanged 100
		SP:Iteration 15Q (56980.860000 sec): 3 clusters
  Score: Raw -588551.433716 + Penalty 2764.624399 = -585786.809317
  nChanged 84
		SP:Iteration 16Q (56981.030000 sec): 3 clusters
  Score: Raw -588591.570925 + Penalty 2764.624399 = -585826.946527
  nChanged 71
		SP:Iteration 17Q (56981.200000 sec): 3 clusters
  Score: Raw -588621.188149 + Penalty 2764.624399 = -585856.563750
  nChanged 66
		SP:Iteration 18Q (56981.400000 sec): 3 clusters
  Score: Raw -588648.940502 + Penalty 2764.624399 = -585884.316104
  nChanged 62
		SP:Iteration 19Q (56981.580000 sec): 3 clusters
  Score: Raw -588673.241922 + Penalty 2764.624399 = -585908.617523
  nChanged 57
		SP:Iteration 20F (56981.790000 sec): 3 clusters
  Score: Raw -588698.122843 + Penalty 2764.624399 = -585933.498444
  nChanged 48
		SP:Iteration 21Q (56981.990000 sec): 3 clusters
  Score: Raw -588717.393142 + Penalty 2764.624399 = -585952.768743
  nChanged 49
		SP:Iteration 22Q (56982.140000 sec): 3 clusters
  Score: Raw -588737.697629 + Penalty 2764.624399 = -585973.073230
  nChanged 33
		SP:Iteration 23Q (56982.300000 sec): 3 clusters
  Score: Raw -588749.975222 + Penalty 2764.624399 = -585985.350824
  nChanged 36
		SP:Iteration 24Q (56982.510000 sec): 3 clusters
  Score: Raw -588765.827673 + Penalty 2764.624399 = -586001.203275
  nChanged 47
		SP:Iteration 25Q (56982.700000 sec): 3 clusters
  Score: Raw -588787.385095 + Penalty 2764.624399 = -586022.760696
  nChanged 40
		SP:Iteration 26Q (56982.900000 sec): 3 clusters
  Score: Raw -588801.152729 + Penalty 2764.624399 = -586036.528330
  nChanged 30
		SP:Iteration 27Q (56983.060000 sec): 3 clusters
  Score: Raw -588810.972481 + Penalty 2764.624399 = -586046.348082
  nChanged 28
		SP:Iteration 28Q (56983.240000 sec): 3 clusters
  Score: Raw -588820.629026 + Penalty 2764.624399 = -586056.004628
  nChanged 32
		SP:Iteration 29Q (56983.450000 sec): 3 clusters
  Score: Raw -588832.041922 + Penalty 2764.624399 = -586067.417524
  nChanged 29
		SP:Iteration 30Q (56983.600000 sec): 3 clusters
  Score: Raw -588841.935219 + Penalty 2764.624399 = -586077.310821
  nChanged 22
		SP:Iteration 31Q (56983.840000 sec): 3 clusters
  Score: Raw -588850.312874 + Penalty 2764.624399 = -586085.688476
  nChanged 27
		SP:Iteration 32Q (56983.980000 sec): 3 clusters
  Score: Raw -588862.117634 + Penalty 2764.624399 = -586097.493236
  nChanged 26
		SP:Iteration 33Q (56984.160000 sec): 3 clusters
  Score: Raw -588872.384438 + Penalty 2764.624399 = -586107.760039
  nChanged 27
		SP:Iteration 34Q (56984.320000 sec): 3 clusters
  Score: Raw -588881.844679 + Penalty 2764.624399 = -586117.220281
  nChanged 21
		SP:Iteration 35Q (56984.520000 sec): 3 clusters
  Score: Raw -588888.457058 + Penalty 2764.624399 = -586123.832659
  nChanged 14
		SP:Iteration 36Q (56984.720000 sec): 3 clusters
  Score: Raw -588893.947344 + Penalty 2764.624399 = -586129.322945
  nChanged 14
		SP:Iteration 37Q (56984.930000 sec): 3 clusters
  Score: Raw -588900.262051 + Penalty 2764.624399 = -586135.637652
  nChanged 12
		SP:Iteration 38Q (56985.090000 sec): 3 clusters
  Score: Raw -588904.503992 + Penalty 2764.624399 = -586139.879593
  nChanged 8
		SP:Iteration 39Q (56985.300000 sec): 3 clusters
  Score: Raw -588906.367146 + Penalty 2764.624399 = -586141.742748
  nChanged 7
		SP:Iteration 40F (56985.480000 sec): 3 clusters
  Score: Raw -588908.605470 + Penalty 2764.624399 = -586143.981072
  nChanged 11
		SP:Iteration 41Q (56985.660000 sec): 3 clusters
  Score: Raw -588911.722177 + Penalty 2764.624399 = -586147.097778
  nChanged 9
		SP:Iteration 42Q (56985.830000 sec): 3 clusters
  Score: Raw -588915.487532 + Penalty 2764.624399 = -586150.863134
  nChanged 22
		SP:Iteration 43Q (56985.990000 sec): 3 clusters
  Score: Raw -588925.451395 + Penalty 2764.624399 = -586160.826996
  nChanged 18
		SP:Iteration 44Q (56986.140000 sec): 3 clusters
  Score: Raw -588932.645194 + Penalty 2764.624399 = -586168.020795
  nChanged 15
		SP:Iteration 45Q (56986.340000 sec): 3 clusters
  Score: Raw -588939.086920 + Penalty 2764.624399 = -586174.462521
  nChanged 13
		SP:Iteration 46Q (56986.550000 sec): 3 clusters
  Score: Raw -588942.757792 + Penalty 2764.624399 = -586178.133393
  nChanged 8
		SP:Iteration 47Q (56986.770000 sec): 3 clusters
  Score: Raw -588946.084469 + Penalty 2764.624399 = -586181.460071
  nChanged 13
		SP:Iteration 48Q (56986.930000 sec): 3 clusters
  Score: Raw -588950.047035 + Penalty 2764.624399 = -586185.422637
  nChanged 11
		SP:Iteration 49Q (56987.120000 sec): 3 clusters
  Score: Raw -588953.891600 + Penalty 2764.624399 = -586189.267202
  nChanged 7
		SP:Iteration 50Q (56987.290000 sec): 3 clusters
  Score: Raw -588956.859189 + Penalty 2764.624399 = -586192.234790
  nChanged 6
		SP:Iteration 51Q (56987.450000 sec): 3 clusters
  Score: Raw -588958.034465 + Penalty 2764.624399 = -586193.410066
  nChanged 2
		SP:Iteration 52Q (56987.670000 sec): 3 clusters
  Score: Raw -588958.827959 + Penalty 2764.624399 = -586194.203560
  nChanged 5
		SP:Iteration 53Q (56987.830000 sec): 3 clusters
  Score: Raw -588960.299659 + Penalty 2764.624399 = -586195.675260
  nChanged 5
		SP:Iteration 54Q (56988.020000 sec): 3 clusters
  Score: Raw -588961.603744 + Penalty 2764.624399 = -586196.979345
  nChanged 4
		SP:Iteration 55Q (56988.210000 sec): 3 clusters
  Score: Raw -588963.060141 + Penalty 2764.624399 = -586198.435742
  nChanged 5
		SP:Iteration 56Q (56988.420000 sec): 3 clusters
  Score: Raw -588964.771006 + Penalty 2764.624399 = -586200.146608
  nChanged 4
		SP:Iteration 57Q (56988.590000 sec): 3 clusters
  Score: Raw -588965.599889 + Penalty 2764.624399 = -586200.975491
  nChanged 1
		SP:Iteration 58Q (56988.780000 sec): 3 clusters
  Score: Raw -588966.002121 + Penalty 2764.624399 = -586201.377723
  nChanged 1
		SP:Iteration 59Q (56988.990000 sec): 3 clusters
  Score: Raw -588966.516405 + Penalty 2764.624399 = -586201.892007
  nChanged 2
		SP:Iteration 60F (56989.150000 sec): 3 clusters
  Score: Raw -588966.864523 + Penalty 2764.624399 = -586202.240125
  nChanged 2
		SP:Iteration 61Q (56989.340000 sec): 3 clusters
  Score: Raw -588967.296326 + Penalty 2764.624399 = -586202.671927
  nChanged 0
		SP:Iteration 62F (56989.550000 sec): 3 clusters
  Score: Raw -588967.296326 + Penalty 2764.624399 = -586202.671927
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56989.640000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56989.820000 sec): 3 clusters
  Score: Raw -45375.969438 + Penalty 1952.864285 = -43423.105152
  nChanged 87
		SP:Iteration 1F (56989.990000 sec): 3 clusters
  Score: Raw -45512.994635 + Penalty 1952.864285 = -43560.130350
  nChanged 24
		SP:Iteration 2F (56990.140000 sec): 3 clusters
  Score: Raw -45565.981552 + Penalty 1952.864285 = -43613.117267
  nChanged 15
		SP:Iteration 3Q (56990.310000 sec): 3 clusters
  Score: Raw -45608.838339 + Penalty 1952.864285 = -43655.974054
  nChanged 8
		SP:Iteration 4Q (56990.520000 sec): 3 clusters
  Score: Raw -45642.253563 + Penalty 1952.864285 = -43689.389278
  nChanged 6
		SP:Iteration 5Q (56990.690000 sec): 3 clusters
  Score: Raw -45652.296456 + Penalty 1952.864285 = -43699.432171
  nChanged 7
		SP:Iteration 6Q (56990.860000 sec): 3 clusters
  Score: Raw -45661.571573 + Penalty 1952.864285 = -43708.707288
  nChanged 5
		SP:Iteration 7Q (56991.040000 sec): 3 clusters
  Score: Raw -45671.700780 + Penalty 1952.864285 = -43718.836495
  nChanged 3
		SP:Iteration 8Q (56991.240000 sec): 3 clusters
  Score: Raw -45674.962737 + Penalty 1952.864285 = -43722.098452
  nChanged 0
		SP:Iteration 9F (56991.420000 sec): 3 clusters
  Score: Raw -45674.962737 + Penalty 1952.864285 = -43722.098452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56991.480000 sec): 2 clusters
  Score: Raw -92398.232934 + Penalty 1085.026062 = -91313.206871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56991.660000 sec): 3 clusters
  Score: Raw -92211.100893 + Penalty 2170.052125 = -90041.048768
  nChanged 212
		SP:Iteration 1F (56991.890000 sec): 3 clusters
  Score: Raw -92433.496492 + Penalty 2170.052125 = -90263.444367
  nChanged 55
		SP:Iteration 2F (56992.050000 sec): 3 clusters
  Score: Raw -92510.490859 + Penalty 2170.052125 = -90340.438735
  nChanged 30
		SP:Iteration 3Q (56992.260000 sec): 3 clusters
  Score: Raw -92551.252467 + Penalty 2170.052125 = -90381.200342
  nChanged 26
		SP:Iteration 4Q (56992.410000 sec): 3 clusters
  Score: Raw -92584.186312 + Penalty 2170.052125 = -90414.134187
  nChanged 15
		SP:Iteration 5Q (56992.560000 sec): 3 clusters
  Score: Raw -92600.937637 + Penalty 2170.052125 = -90430.885513
  nChanged 7
		SP:Iteration 6Q (56992.760000 sec): 3 clusters
  Score: Raw -92607.412859 + Penalty 2170.052125 = -90437.360734
  nChanged 10
		SP:Iteration 7Q (56992.980000 sec): 3 clusters
  Score: Raw -92619.606111 + Penalty 2170.052125 = -90449.553986
  nChanged 8
		SP:Iteration 8Q (56993.130000 sec): 3 clusters
  Score: Raw -92624.609820 + Penalty 2170.052125 = -90454.557695
  nChanged 7
		SP:Iteration 9Q (56993.300000 sec): 3 clusters
  Score: Raw -92630.376170 + Penalty 2170.052125 = -90460.324045
  nChanged 6
		SP:Iteration 10Q (56993.460000 sec): 3 clusters
  Score: Raw -92635.610904 + Penalty 2170.052125 = -90465.558779
  nChanged 6
		SP:Iteration 11Q (56993.620000 sec): 3 clusters
  Score: Raw -92639.610308 + Penalty 2170.052125 = -90469.558183
  nChanged 3
		SP:Iteration 12Q (56993.830000 sec): 3 clusters
  Score: Raw -92642.308482 + Penalty 2170.052125 = -90472.256357
  nChanged 1
		SP:Iteration 13Q (56994.010000 sec): 3 clusters
  Score: Raw -92642.978190 + Penalty 2170.052125 = -90472.926065
  nChanged 0
		SP:Iteration 14F (56994.150000 sec): 3 clusters
  Score: Raw -92642.978190 + Penalty 2170.052125 = -90472.926065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56994.270000 sec): 2 clusters
  Score: Raw -451773.920985 + Penalty 1342.246045 = -450431.674940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56994.440000 sec): 3 clusters
  Score: Raw -449862.787099 + Penalty 2684.492089 = -447178.295009
  nChanged 1503
		SP:Iteration 1F (56994.620000 sec): 3 clusters
  Score: Raw -450761.805628 + Penalty 2684.492089 = -448077.313539
  nChanged 311
		SP:Iteration 2F (56994.820000 sec): 3 clusters
  Score: Raw -450993.452175 + Penalty 2684.492089 = -448308.960086
  nChanged 255
		SP:Iteration 3F (56995.060000 sec): 3 clusters
  Score: Raw -451216.835831 + Penalty 2684.492089 = -448532.343742
  nChanged 243
		SP:Iteration 4F (56995.230000 sec): 3 clusters
  Score: Raw -451443.936956 + Penalty 2684.492089 = -448759.444866
  nChanged 226
		SP:Iteration 5F (56995.430000 sec): 3 clusters
  Score: Raw -451669.651384 + Penalty 2684.492089 = -448985.159295
  nChanged 221
		SP:Iteration 6F (56995.620000 sec): 3 clusters
  Score: Raw -451856.278762 + Penalty 2684.492089 = -449171.786672
  nChanged 194
		SP:Iteration 7F (56995.780000 sec): 3 clusters
  Score: Raw -452027.924513 + Penalty 2684.492089 = -449343.432423
  nChanged 152
		SP:Iteration 8Q (56995.960000 sec): 3 clusters
  Score: Raw -452159.113329 + Penalty 2684.492089 = -449474.621240
  nChanged 131
		SP:Iteration 9Q (56996.120000 sec): 3 clusters
  Score: Raw -452263.539120 + Penalty 2684.492089 = -449579.047030
  nChanged 121
		SP:Iteration 10Q (56996.320000 sec): 3 clusters
  Score: Raw -452360.838848 + Penalty 2684.492089 = -449676.346759
  nChanged 111
		SP:Iteration 11Q (56996.530000 sec): 3 clusters
  Score: Raw -452453.381305 + Penalty 2684.492089 = -449768.889215
  nChanged 100
		SP:Iteration 12Q (56996.700000 sec): 3 clusters
  Score: Raw -452526.254736 + Penalty 2684.492089 = -449841.762646
  nChanged 83
		SP:Iteration 13Q (56996.880000 sec): 3 clusters
  Score: Raw -452587.845855 + Penalty 2684.492089 = -449903.353766
  nChanged 86
		SP:Iteration 14Q (56997.080000 sec): 3 clusters
  Score: Raw -452655.005522 + Penalty 2684.492089 = -449970.513433
  nChanged 71
		SP:Iteration 15Q (56997.250000 sec): 3 clusters
  Score: Raw -452706.124493 + Penalty 2684.492089 = -450021.632404
  nChanged 72
		SP:Iteration 16Q (56997.470000 sec): 3 clusters
  Score: Raw -452757.082399 + Penalty 2684.492089 = -450072.590310
  nChanged 55
		SP:Iteration 17Q (56997.680000 sec): 3 clusters
  Score: Raw -452802.665271 + Penalty 2684.492089 = -450118.173182
  nChanged 61
		SP:Iteration 18Q (56997.880000 sec): 3 clusters
  Score: Raw -452853.262479 + Penalty 2684.492089 = -450168.770390
  nChanged 60
		SP:Iteration 19Q (56998.050000 sec): 3 clusters
  Score: Raw -452896.361165 + Penalty 2684.492089 = -450211.869076
  nChanged 56
		SP:Iteration 20F (56998.220000 sec): 3 clusters
  Score: Raw -452935.207219 + Penalty 2684.492089 = -450250.715129
  nChanged 58
		SP:Iteration 21Q (56998.410000 sec): 3 clusters
  Score: Raw -452971.290837 + Penalty 2684.492089 = -450286.798748
  nChanged 64
		SP:Iteration 22Q (56998.610000 sec): 3 clusters
  Score: Raw -453011.497387 + Penalty 2684.492089 = -450327.005298
  nChanged 60
		SP:Iteration 23Q (56998.800000 sec): 3 clusters
  Score: Raw -453041.020043 + Penalty 2684.492089 = -450356.527954
  nChanged 38
		SP:Iteration 24Q (56999.000000 sec): 3 clusters
  Score: Raw -453058.380612 + Penalty 2684.492089 = -450373.888523
  nChanged 29
		SP:Iteration 25Q (56999.200000 sec): 3 clusters
  Score: Raw -453068.642860 + Penalty 2684.492089 = -450384.150770
  nChanged 12
		SP:Iteration 26Q (56999.370000 sec): 3 clusters
  Score: Raw -453072.385389 + Penalty 2684.492089 = -450387.893299
  nChanged 17
		SP:Iteration 27Q (56999.590000 sec): 3 clusters
  Score: Raw -453077.655004 + Penalty 2684.492089 = -450393.162915
  nChanged 15
		SP:Iteration 28Q (56999.760000 sec): 3 clusters
  Score: Raw -453081.372040 + Penalty 2684.492089 = -450396.879951
  nChanged 11
		SP:Iteration 29Q (56999.950000 sec): 3 clusters
  Score: Raw -453084.114833 + Penalty 2684.492089 = -450399.622743
  nChanged 3
		SP:Iteration 30Q (57000.120000 sec): 3 clusters
  Score: Raw -453084.614927 + Penalty 2684.492089 = -450400.122837
  nChanged 0
		SP:Iteration 31F (57000.320000 sec): 3 clusters
  Score: Raw -453084.614927 + Penalty 2684.492089 = -450400.122837
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57000.440000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57000.600000 sec): 3 clusters
  Score: Raw -30552.468655 + Penalty 1835.916627 = -28716.552028
  nChanged 36
		SP:Iteration 1F (57000.790000 sec): 3 clusters
  Score: Raw -30631.037242 + Penalty 1835.916627 = -28795.120615
  nChanged 12
		SP:Iteration 2Q (57000.950000 sec): 3 clusters
  Score: Raw -30676.208892 + Penalty 1835.916627 = -28840.292264
  nChanged 12
		SP:Iteration 3Q (57001.150000 sec): 3 clusters
  Score: Raw -30713.805155 + Penalty 1835.916627 = -28877.888527
  nChanged 6
		SP:Iteration 4Q (57001.350000 sec): 3 clusters
  Score: Raw -30739.543500 + Penalty 1835.916627 = -28903.626873
  nChanged 7
		SP:Iteration 5Q (57001.540000 sec): 3 clusters
  Score: Raw -30756.935582 + Penalty 1835.916627 = -28921.018955
  nChanged 3
		SP:Iteration 6Q (57001.700000 sec): 3 clusters
  Score: Raw -30764.782047 + Penalty 1835.916627 = -28928.865419
  nChanged 1
		SP:Iteration 7Q (57001.870000 sec): 3 clusters
  Score: Raw -30770.915533 + Penalty 1835.916627 = -28934.998906
  nChanged 0
		SP:Iteration 8F (57002.080000 sec): 3 clusters
  Score: Raw -30770.915533 + Penalty 1835.916627 = -28934.998906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57002.150000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57002.330000 sec): 3 clusters
  Score: Raw -61309.637133 + Penalty 2036.222894 = -59273.414239
  nChanged 130
		SP:Iteration 1F (57002.500000 sec): 3 clusters
  Score: Raw -61486.718251 + Penalty 2036.222894 = -59450.495357
  nChanged 31
		SP:Iteration 2F (57002.660000 sec): 3 clusters
  Score: Raw -61534.041467 + Penalty 2036.222894 = -59497.818572
  nChanged 12
		SP:Iteration 3Q (57002.840000 sec): 3 clusters
  Score: Raw -61552.329227 + Penalty 2036.222894 = -59516.106333
  nChanged 4
		SP:Iteration 4Q (57003.050000 sec): 3 clusters
  Score: Raw -61560.838167 + Penalty 2036.222894 = -59524.615272
  nChanged 8
		SP:Iteration 5Q (57003.240000 sec): 3 clusters
  Score: Raw -61570.428558 + Penalty 2036.222894 = -59534.205664
  nChanged 1
		SP:Iteration 6Q (57003.370000 sec): 3 clusters
  Score: Raw -61570.838947 + Penalty 2036.222894 = -59534.616053
  nChanged 1
		SP:Iteration 7Q (57003.540000 sec): 3 clusters
  Score: Raw -61572.327564 + Penalty 2036.222894 = -59536.104670
  nChanged 1
		SP:Iteration 8Q (57003.720000 sec): 3 clusters
  Score: Raw -61573.860005 + Penalty 2036.222894 = -59537.637111
  nChanged 0
		SP:Iteration 9F (57003.910000 sec): 3 clusters
  Score: Raw -61573.860005 + Penalty 2036.222894 = -59537.637111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57004.050000 sec): 2 clusters
  Score: Raw -274467.730507 + Penalty 1252.835490 = -273214.895016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57004.190000 sec): 3 clusters
  Score: Raw -273451.199841 + Penalty 2505.670981 = -270945.528860
  nChanged 815
		SP:Iteration 1F (57004.370000 sec): 3 clusters
  Score: Raw -273982.977017 + Penalty 2505.670981 = -271477.306036
  nChanged 173
		SP:Iteration 2F (57004.550000 sec): 3 clusters
  Score: Raw -274116.693917 + Penalty 2505.670981 = -271611.022936
  nChanged 113
		SP:Iteration 3F (57004.720000 sec): 3 clusters
  Score: Raw -274213.117095 + Penalty 2505.670981 = -271707.446114
  nChanged 85
		SP:Iteration 4Q (57004.870000 sec): 3 clusters
  Score: Raw -274277.185793 + Penalty 2505.670981 = -271771.514812
  nChanged 72
		SP:Iteration 5Q (57005.020000 sec): 3 clusters
  Score: Raw -274326.272305 + Penalty 2505.670981 = -271820.601324
  nChanged 53
		SP:Iteration 6Q (57005.190000 sec): 3 clusters
  Score: Raw -274358.042274 + Penalty 2505.670981 = -271852.371293
  nChanged 47
		SP:Iteration 7Q (57005.360000 sec): 3 clusters
  Score: Raw -274378.311352 + Penalty 2505.670981 = -271872.640371
  nChanged 21
		SP:Iteration 8Q (57005.540000 sec): 3 clusters
  Score: Raw -274387.031224 + Penalty 2505.670981 = -271881.360243
  nChanged 21
		SP:Iteration 9Q (57005.680000 sec): 3 clusters
  Score: Raw -274396.802702 + Penalty 2505.670981 = -271891.131721
  nChanged 19
		SP:Iteration 10Q (57005.890000 sec): 3 clusters
  Score: Raw -274405.831194 + Penalty 2505.670981 = -271900.160213
  nChanged 18
		SP:Iteration 11Q (57006.050000 sec): 3 clusters
  Score: Raw -274414.633432 + Penalty 2505.670981 = -271908.962451
  nChanged 14
		SP:Iteration 12Q (57006.180000 sec): 3 clusters
  Score: Raw -274422.443286 + Penalty 2505.670981 = -271916.772305
  nChanged 11
		SP:Iteration 13Q (57006.360000 sec): 3 clusters
  Score: Raw -274425.718679 + Penalty 2505.670981 = -271920.047698
  nChanged 8
		SP:Iteration 14Q (57006.520000 sec): 3 clusters
  Score: Raw -274428.907378 + Penalty 2505.670981 = -271923.236397
  nChanged 9
		SP:Iteration 15Q (57006.670000 sec): 3 clusters
  Score: Raw -274431.227260 + Penalty 2505.670981 = -271925.556279
  nChanged 6
		SP:Iteration 16Q (57006.820000 sec): 3 clusters
  Score: Raw -274433.486281 + Penalty 2505.670981 = -271927.815300
  nChanged 5
		SP:Iteration 17Q (57006.970000 sec): 3 clusters
  Score: Raw -274435.036725 + Penalty 2505.670981 = -271929.365744
  nChanged 5
		SP:Iteration 18Q (57007.140000 sec): 3 clusters
  Score: Raw -274436.839265 + Penalty 2505.670981 = -271931.168284
  nChanged 6
		SP:Iteration 19Q (57007.320000 sec): 3 clusters
  Score: Raw -274439.144519 + Penalty 2505.670981 = -271933.473538
  nChanged 6
		SP:Iteration 20F (57007.460000 sec): 3 clusters
  Score: Raw -274441.045476 + Penalty 2505.670981 = -271935.374495
  nChanged 5
		SP:Iteration 21Q (57007.660000 sec): 3 clusters
  Score: Raw -274442.378477 + Penalty 2505.670981 = -271936.707496
  nChanged 3
		SP:Iteration 22Q (57007.810000 sec): 3 clusters
  Score: Raw -274443.077169 + Penalty 2505.670981 = -271937.406188
  nChanged 1
		SP:Iteration 23Q (57008.030000 sec): 3 clusters
  Score: Raw -274443.373077 + Penalty 2505.670981 = -271937.702096
  nChanged 0
		SP:Iteration 24F (57008.230000 sec): 3 clusters
  Score: Raw -274443.373077 + Penalty 2505.670981 = -271937.702096
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57008.310000 sec): 2 clusters
  Score: Raw -983879.904823 + Penalty 1465.478958 = -982414.425865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57008.550000 sec): 3 clusters
  Score: Raw -979273.834619 + Penalty 2930.957916 = -976342.876703
  nChanged 3562
		SP:Iteration 1F (57008.780000 sec): 3 clusters
  Score: Raw -981308.953064 + Penalty 2930.957916 = -978377.995148
  nChanged 584
		SP:Iteration 2F (57008.990000 sec): 3 clusters
  Score: Raw -981611.335644 + Penalty 2930.957916 = -978680.377728
  nChanged 499
		SP:Iteration 3F (57009.170000 sec): 3 clusters
  Score: Raw -981913.013057 + Penalty 2930.957916 = -978982.055140
  nChanged 484
		SP:Iteration 4F (57009.390000 sec): 3 clusters
  Score: Raw -982226.698170 + Penalty 2930.957916 = -979295.740254
  nChanged 477
		SP:Iteration 5F (57009.610000 sec): 3 clusters
  Score: Raw -982559.764495 + Penalty 2930.957916 = -979628.806579
  nChanged 420
		SP:Iteration 6F (57009.820000 sec): 3 clusters
  Score: Raw -982863.360887 + Penalty 2930.957916 = -979932.402971
  nChanged 362
		SP:Iteration 7Q (57010.010000 sec): 3 clusters
  Score: Raw -983132.292117 + Penalty 2930.957916 = -980201.334201
  nChanged 281
		SP:Iteration 8Q (57010.180000 sec): 3 clusters
  Score: Raw -983357.172902 + Penalty 2930.957916 = -980426.214986
  nChanged 256
		SP:Iteration 9Q (57010.390000 sec): 3 clusters
  Score: Raw -983569.119322 + Penalty 2930.957916 = -980638.161406
  nChanged 207
		SP:Iteration 10Q (57010.600000 sec): 3 clusters
  Score: Raw -983718.694426 + Penalty 2930.957916 = -980787.736510
  nChanged 160
		SP:Iteration 11Q (57010.830000 sec): 3 clusters
  Score: Raw -983837.259078 + Penalty 2930.957916 = -980906.301162
  nChanged 145
		SP:Iteration 12Q (57011.020000 sec): 3 clusters
  Score: Raw -983929.625118 + Penalty 2930.957916 = -980998.667202
  nChanged 110
		SP:Iteration 13Q (57011.210000 sec): 3 clusters
  Score: Raw -983982.816325 + Penalty 2930.957916 = -981051.858409
  nChanged 72
		SP:Iteration 14Q (57011.440000 sec): 3 clusters
  Score: Raw -984016.459730 + Penalty 2930.957916 = -981085.501814
  nChanged 71
		SP:Iteration 15Q (57011.650000 sec): 3 clusters
  Score: Raw -984052.215570 + Penalty 2930.957916 = -981121.257654
  nChanged 64
		SP:Iteration 16Q (57011.820000 sec): 3 clusters
  Score: Raw -984086.866342 + Penalty 2930.957916 = -981155.908426
  nChanged 58
		SP:Iteration 17Q (57012.000000 sec): 3 clusters
  Score: Raw -984119.008733 + Penalty 2930.957916 = -981188.050817
  nChanged 63
		SP:Iteration 18Q (57012.210000 sec): 3 clusters
  Score: Raw -984154.306430 + Penalty 2930.957916 = -981223.348514
  nChanged 70
		SP:Iteration 19Q (57012.410000 sec): 3 clusters
  Score: Raw -984192.602054 + Penalty 2930.957916 = -981261.644138
  nChanged 58
		SP:Iteration 20F (57012.620000 sec): 3 clusters
  Score: Raw -984226.006888 + Penalty 2930.957916 = -981295.048972
  nChanged 52
		SP:Iteration 21Q (57012.780000 sec): 3 clusters
  Score: Raw -984247.732685 + Penalty 2930.957916 = -981316.774769
  nChanged 44
		SP:Iteration 22Q (57013.030000 sec): 3 clusters
  Score: Raw -984268.443331 + Penalty 2930.957916 = -981337.485415
  nChanged 53
		SP:Iteration 23Q (57013.200000 sec): 3 clusters
  Score: Raw -984289.604615 + Penalty 2930.957916 = -981358.646698
  nChanged 28
		SP:Iteration 24Q (57013.430000 sec): 3 clusters
  Score: Raw -984302.001881 + Penalty 2930.957916 = -981371.043965
  nChanged 22
		SP:Iteration 25Q (57013.640000 sec): 3 clusters
  Score: Raw -984309.384993 + Penalty 2930.957916 = -981378.427077
  nChanged 21
		SP:Iteration 26Q (57013.840000 sec): 3 clusters
  Score: Raw -984316.186291 + Penalty 2930.957916 = -981385.228375
  nChanged 19
		SP:Iteration 27Q (57014.060000 sec): 3 clusters
  Score: Raw -984323.130860 + Penalty 2930.957916 = -981392.172944
  nChanged 16
		SP:Iteration 28Q (57014.250000 sec): 3 clusters
  Score: Raw -984330.140843 + Penalty 2930.957916 = -981399.182927
  nChanged 13
		SP:Iteration 29Q (57014.480000 sec): 3 clusters
  Score: Raw -984336.189508 + Penalty 2930.957916 = -981405.231591
  nChanged 15
		SP:Iteration 30Q (57014.670000 sec): 3 clusters
  Score: Raw -984342.513376 + Penalty 2930.957916 = -981411.555460
  nChanged 16
		SP:Iteration 31Q (57014.860000 sec): 3 clusters
  Score: Raw -984349.500222 + Penalty 2930.957916 = -981418.542306
  nChanged 17
		SP:Iteration 32Q (57015.070000 sec): 3 clusters
  Score: Raw -984356.391799 + Penalty 2930.957916 = -981425.433883
  nChanged 18
		SP:Iteration 33Q (57015.330000 sec): 3 clusters
  Score: Raw -984364.054107 + Penalty 2930.957916 = -981433.096191
  nChanged 7
		SP:Iteration 34Q (57015.530000 sec): 3 clusters
  Score: Raw -984368.032572 + Penalty 2930.957916 = -981437.074656
  nChanged 10
		SP:Iteration 35Q (57015.740000 sec): 3 clusters
  Score: Raw -984372.934919 + Penalty 2930.957916 = -981441.977003
  nChanged 14
		SP:Iteration 36Q (57015.980000 sec): 3 clusters
  Score: Raw -984379.934530 + Penalty 2930.957916 = -981448.976614
  nChanged 10
		SP:Iteration 37Q (57016.190000 sec): 3 clusters
  Score: Raw -984383.209698 + Penalty 2930.957916 = -981452.251782
  nChanged 7
		SP:Iteration 38Q (57016.390000 sec): 3 clusters
  Score: Raw -984385.866647 + Penalty 2930.957916 = -981454.908731
  nChanged 7
		SP:Iteration 39Q (57016.590000 sec): 3 clusters
  Score: Raw -984388.184816 + Penalty 2930.957916 = -981457.226900
  nChanged 6
		SP:Iteration 40F (57016.750000 sec): 3 clusters
  Score: Raw -984390.061227 + Penalty 2930.957916 = -981459.103311
  nChanged 3
		SP:Iteration 41Q (57017.010000 sec): 3 clusters
  Score: Raw -984391.096303 + Penalty 2930.957916 = -981460.138387
  nChanged 3
		SP:Iteration 42Q (57017.230000 sec): 3 clusters
  Score: Raw -984392.202000 + Penalty 2930.957916 = -981461.244083
  nChanged 0
		SP:Iteration 43F (57017.410000 sec): 3 clusters
  Score: Raw -984392.202000 + Penalty 2930.957916 = -981461.244083
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57017.500000 sec): 2 clusters
  Score: Raw -679808.547038 + Penalty 1405.221911 = -678403.325126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57017.730000 sec): 3 clusters
  Score: Raw -676852.135187 + Penalty 2810.443822 = -674041.691364
  nChanged 2328
		SP:Iteration 1F (57017.930000 sec): 3 clusters
  Score: Raw -678094.439098 + Penalty 2810.443822 = -675283.995276
  nChanged 389
		SP:Iteration 2F (57018.150000 sec): 3 clusters
  Score: Raw -678313.096923 + Penalty 2810.443822 = -675502.653101
  nChanged 332
		SP:Iteration 3F (57018.310000 sec): 3 clusters
  Score: Raw -678523.078413 + Penalty 2810.443822 = -675712.634590
  nChanged 341
		SP:Iteration 4F (57018.510000 sec): 3 clusters
  Score: Raw -678777.182162 + Penalty 2810.443822 = -675966.738339
  nChanged 347
		SP:Iteration 5F (57018.740000 sec): 3 clusters
  Score: Raw -679051.900497 + Penalty 2810.443822 = -676241.456675
  nChanged 360
		SP:Iteration 6F (57018.910000 sec): 3 clusters
  Score: Raw -679348.028661 + Penalty 2810.443822 = -676537.584839
  nChanged 328
		SP:Iteration 7F (57019.090000 sec): 3 clusters
  Score: Raw -679600.497253 + Penalty 2810.443822 = -676790.053430
  nChanged 275
		SP:Iteration 8Q (57019.290000 sec): 3 clusters
  Score: Raw -679773.634056 + Penalty 2810.443822 = -676963.190234
  nChanged 192
		SP:Iteration 9Q (57019.520000 sec): 3 clusters
  Score: Raw -679872.431440 + Penalty 2810.443822 = -677061.987617
  nChanged 129
		SP:Iteration 10Q (57019.730000 sec): 3 clusters
  Score: Raw -679927.267162 + Penalty 2810.443822 = -677116.823340
  nChanged 102
		SP:Iteration 11Q (57019.890000 sec): 3 clusters
  Score: Raw -679960.306499 + Penalty 2810.443822 = -677149.862677
  nChanged 63
		SP:Iteration 12Q (57020.130000 sec): 3 clusters
  Score: Raw -679977.674188 + Penalty 2810.443822 = -677167.230366
  nChanged 41
		SP:Iteration 13Q (57020.310000 sec): 3 clusters
  Score: Raw -679987.150210 + Penalty 2810.443822 = -677176.706387
  nChanged 27
		SP:Iteration 14Q (57020.500000 sec): 3 clusters
  Score: Raw -679992.393521 + Penalty 2810.443822 = -677181.949699
  nChanged 14
		SP:Iteration 15Q (57020.700000 sec): 3 clusters
  Score: Raw -679995.285439 + Penalty 2810.443822 = -677184.841617
  nChanged 14
		SP:Iteration 16Q (57020.910000 sec): 3 clusters
  Score: Raw -679997.381867 + Penalty 2810.443822 = -677186.938044
  nChanged 6
		SP:Iteration 17Q (57021.090000 sec): 3 clusters
  Score: Raw -679998.537528 + Penalty 2810.443822 = -677188.093706
  nChanged 3
		SP:Iteration 18Q (57021.290000 sec): 3 clusters
  Score: Raw -679998.922953 + Penalty 2810.443822 = -677188.479131
  nChanged 0
		SP:Iteration 19F (57021.500000 sec): 3 clusters
  Score: Raw -679998.922953 + Penalty 2810.443822 = -677188.479131
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57021.750000 sec): 2 clusters
  Score: Raw -3607507.543124 + Penalty 1683.920584 = -3605823.622540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57022.070000 sec): 3 clusters
  Score: Raw -3587942.072763 + Penalty 3367.841168 = -3584574.231595
  nChanged 14698
		SP:Iteration 1F (57022.380000 sec): 3 clusters
  Score: Raw -3596392.078391 + Penalty 3367.841168 = -3593024.237222
  nChanged 1624
		SP:Iteration 2F (57022.680000 sec): 3 clusters
  Score: Raw -3597132.019942 + Penalty 3367.841168 = -3593764.178774
  nChanged 1760
		SP:Iteration 3F (57022.940000 sec): 3 clusters
  Score: Raw -3598007.846399 + Penalty 3367.841168 = -3594640.005231
  nChanged 1877
		SP:Iteration 4F (57023.290000 sec): 3 clusters
  Score: Raw -3599013.077159 + Penalty 3367.841168 = -3595645.235990
  nChanged 1940
		SP:Iteration 5F (57023.600000 sec): 3 clusters
  Score: Raw -3600113.814843 + Penalty 3367.841168 = -3596745.973675
  nChanged 1878
		SP:Iteration 6F (57023.880000 sec): 3 clusters
  Score: Raw -3601244.719395 + Penalty 3367.841168 = -3597876.878226
  nChanged 1856
		SP:Iteration 7F (57024.180000 sec): 3 clusters
  Score: Raw -3602459.575944 + Penalty 3367.841168 = -3599091.734775
  nChanged 1754
		SP:Iteration 8F (57024.500000 sec): 3 clusters
  Score: Raw -3603652.729748 + Penalty 3367.841168 = -3600284.888580
  nChanged 1602
		SP:Iteration 9F (57024.820000 sec): 3 clusters
  Score: Raw -3604802.253887 + Penalty 3367.841168 = -3601434.412718
  nChanged 1393
		SP:Iteration 10Q (57025.110000 sec): 3 clusters
  Score: Raw -3605833.544486 + Penalty 3367.841168 = -3602465.703318
  nChanged 1076
		SP:Iteration 11Q (57025.400000 sec): 3 clusters
  Score: Raw -3606640.683488 + Penalty 3367.841168 = -3603272.842319
  nChanged 784
		SP:Iteration 12Q (57025.730000 sec): 3 clusters
  Score: Raw -3607215.437808 + Penalty 3367.841168 = -3603847.596640
  nChanged 509
		SP:Iteration 13Q (57026.010000 sec): 3 clusters
  Score: Raw -3607605.321126 + Penalty 3367.841168 = -3604237.479958
  nChanged 330
		SP:Iteration 14Q (57026.310000 sec): 3 clusters
  Score: Raw -3607896.031628 + Penalty 3367.841168 = -3604528.190460
  nChanged 197
		SP:Iteration 15Q (57026.590000 sec): 3 clusters
  Score: Raw -3608058.446312 + Penalty 3367.841168 = -3604690.605144
  nChanged 138
		SP:Iteration 16Q (57026.850000 sec): 3 clusters
  Score: Raw -3608155.232253 + Penalty 3367.841168 = -3604787.391085
  nChanged 78
		SP:Iteration 17Q (57027.160000 sec): 3 clusters
  Score: Raw -3608195.121177 + Penalty 3367.841168 = -3604827.280009
  nChanged 59
		SP:Iteration 18Q (57027.440000 sec): 3 clusters
  Score: Raw -3608216.616559 + Penalty 3367.841168 = -3604848.775391
  nChanged 35
		SP:Iteration 19Q (57027.740000 sec): 3 clusters
  Score: Raw -3608230.787541 + Penalty 3367.841168 = -3604862.946373
  nChanged 25
		SP:Iteration 20F (57027.990000 sec): 3 clusters
  Score: Raw -3608239.594130 + Penalty 3367.841168 = -3604871.752962
  nChanged 17
		SP:Iteration 21Q (57028.260000 sec): 3 clusters
  Score: Raw -3608246.183700 + Penalty 3367.841168 = -3604878.342532
  nChanged 14
		SP:Iteration 22Q (57028.600000 sec): 3 clusters
  Score: Raw -3608250.631957 + Penalty 3367.841168 = -3604882.790789
  nChanged 12
		SP:Iteration 23Q (57028.920000 sec): 3 clusters
  Score: Raw -3608254.353493 + Penalty 3367.841168 = -3604886.512325
  nChanged 11
		SP:Iteration 24Q (57029.220000 sec): 3 clusters
  Score: Raw -3608258.401199 + Penalty 3367.841168 = -3604890.560031
  nChanged 3
		SP:Iteration 25Q (57029.510000 sec): 3 clusters
  Score: Raw -3608259.265346 + Penalty 3367.841168 = -3604891.424178
  nChanged 3
		SP:Iteration 26Q (57029.810000 sec): 3 clusters
  Score: Raw -3608259.615843 + Penalty 3367.841168 = -3604891.774675
  nChanged 0
		SP:Iteration 27F (57030.130000 sec): 3 clusters
  Score: Raw -3608259.615843 + Penalty 3367.841168 = -3604891.774675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57030.240000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57030.460000 sec): 3 clusters
  Score: Raw -26758.703036 + Penalty 1790.551209 = -24968.151826
  nChanged 42
		SP:Iteration 1F (57030.630000 sec): 3 clusters
  Score: Raw -26868.407798 + Penalty 1790.551209 = -25077.856588
  nChanged 15
		SP:Iteration 2F (57030.800000 sec): 3 clusters
  Score: Raw -26923.524618 + Penalty 1790.551209 = -25132.973409
  nChanged 9
		SP:Iteration 3Q (57030.960000 sec): 3 clusters
  Score: Raw -26957.858294 + Penalty 1790.551209 = -25167.307084
  nChanged 2
		SP:Iteration 4Q (57031.160000 sec): 3 clusters
  Score: Raw -26961.841876 + Penalty 1790.551209 = -25171.290667
  nChanged 1
		SP:Iteration 5Q (57031.310000 sec): 3 clusters
  Score: Raw -26969.019952 + Penalty 1790.551209 = -25178.468742
  nChanged 1
		SP:Iteration 6Q (57031.500000 sec): 3 clusters
  Score: Raw -26974.482832 + Penalty 1790.551209 = -25183.931623
  nChanged 1
		SP:Iteration 7Q (57031.650000 sec): 3 clusters
  Score: Raw -26977.617673 + Penalty 1790.551209 = -25187.066464
  nChanged 0
		SP:Iteration 8F (57031.850000 sec): 3 clusters
  Score: Raw -26977.617673 + Penalty 1790.551209 = -25187.066464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57031.920000 sec): 2 clusters
  Score: Raw -203947.623755 + Penalty 1209.214563 = -202738.409191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57032.100000 sec): 3 clusters
  Score: Raw -203290.073921 + Penalty 2418.429127 = -200871.644794
  nChanged 562
		SP:Iteration 1F (57032.310000 sec): 3 clusters
  Score: Raw -203652.603488 + Penalty 2418.429127 = -201234.174362
  nChanged 129
		SP:Iteration 2F (57032.470000 sec): 3 clusters
  Score: Raw -203747.125818 + Penalty 2418.429127 = -201328.696691
  nChanged 85
		SP:Iteration 3Q (57032.620000 sec): 3 clusters
  Score: Raw -203801.389684 + Penalty 2418.429127 = -201382.960557
  nChanged 49
		SP:Iteration 4Q (57032.810000 sec): 3 clusters
  Score: Raw -203828.442855 + Penalty 2418.429127 = -201410.013728
  nChanged 30
		SP:Iteration 5Q (57032.980000 sec): 3 clusters
  Score: Raw -203849.260467 + Penalty 2418.429127 = -201430.831340
  nChanged 20
		SP:Iteration 6Q (57033.200000 sec): 3 clusters
  Score: Raw -203859.626594 + Penalty 2418.429127 = -201441.197467
  nChanged 20
		SP:Iteration 7Q (57033.370000 sec): 3 clusters
  Score: Raw -203869.545082 + Penalty 2418.429127 = -201451.115956
  nChanged 20
		SP:Iteration 8Q (57033.530000 sec): 3 clusters
  Score: Raw -203877.765682 + Penalty 2418.429127 = -201459.336555
  nChanged 13
		SP:Iteration 9Q (57033.690000 sec): 3 clusters
  Score: Raw -203882.615318 + Penalty 2418.429127 = -201464.186191
  nChanged 11
		SP:Iteration 10Q (57033.820000 sec): 3 clusters
  Score: Raw -203888.662901 + Penalty 2418.429127 = -201470.233775
  nChanged 11
		SP:Iteration 11Q (57034.020000 sec): 3 clusters
  Score: Raw -203892.457296 + Penalty 2418.429127 = -201474.028170
  nChanged 5
		SP:Iteration 12Q (57034.180000 sec): 3 clusters
  Score: Raw -203894.251522 + Penalty 2418.429127 = -201475.822395
  nChanged 2
		SP:Iteration 13Q (57034.370000 sec): 3 clusters
  Score: Raw -203894.757797 + Penalty 2418.429127 = -201476.328671
  nChanged 2
		SP:Iteration 14Q (57034.530000 sec): 3 clusters
  Score: Raw -203895.375683 + Penalty 2418.429127 = -201476.946556
  nChanged 3
		SP:Iteration 15Q (57034.720000 sec): 3 clusters
  Score: Raw -203897.242066 + Penalty 2418.429127 = -201478.812940
  nChanged 8
		SP:Iteration 16Q (57034.910000 sec): 3 clusters
  Score: Raw -203900.120675 + Penalty 2418.429127 = -201481.691548
  nChanged 3
		SP:Iteration 17Q (57035.070000 sec): 3 clusters
  Score: Raw -203900.961925 + Penalty 2418.429127 = -201482.532798
  nChanged 0
		SP:Iteration 18F (57035.240000 sec): 3 clusters
  Score: Raw -203900.961925 + Penalty 2418.429127 = -201482.532798
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57035.330000 sec): 2 clusters
  Score: Raw -296258.331057 + Penalty 1276.463013 = -294981.868044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57035.520000 sec): 3 clusters
  Score: Raw -295048.239400 + Penalty 2552.926027 = -292495.313373
  nChanged 939
		SP:Iteration 1F (57035.700000 sec): 3 clusters
  Score: Raw -295666.030576 + Penalty 2552.926027 = -293113.104550
  nChanged 253
		SP:Iteration 2F (57035.870000 sec): 3 clusters
  Score: Raw -295896.298972 + Penalty 2552.926027 = -293343.372945
  nChanged 172
		SP:Iteration 3F (57036.030000 sec): 3 clusters
  Score: Raw -296030.596396 + Penalty 2552.926027 = -293477.670369
  nChanged 129
		SP:Iteration 4F (57036.260000 sec): 3 clusters
  Score: Raw -296132.434362 + Penalty 2552.926027 = -293579.508335
  nChanged 113
		SP:Iteration 5Q (57036.410000 sec): 3 clusters
  Score: Raw -296226.929577 + Penalty 2552.926027 = -293674.003550
  nChanged 106
		SP:Iteration 6Q (57036.580000 sec): 3 clusters
  Score: Raw -296321.192111 + Penalty 2552.926027 = -293768.266084
  nChanged 107
		SP:Iteration 7Q (57036.710000 sec): 3 clusters
  Score: Raw -296421.946334 + Penalty 2552.926027 = -293869.020307
  nChanged 92
		SP:Iteration 8Q (57036.910000 sec): 3 clusters
  Score: Raw -296515.572810 + Penalty 2552.926027 = -293962.646783
  nChanged 80
		SP:Iteration 9Q (57037.090000 sec): 3 clusters
  Score: Raw -296584.958039 + Penalty 2552.926027 = -294032.032012
  nChanged 65
		SP:Iteration 10Q (57037.290000 sec): 3 clusters
  Score: Raw -296625.800048 + Penalty 2552.926027 = -294072.874021
  nChanged 49
		SP:Iteration 11Q (57037.480000 sec): 3 clusters
  Score: Raw -296653.160426 + Penalty 2552.926027 = -294100.234399
  nChanged 35
		SP:Iteration 12Q (57037.630000 sec): 3 clusters
  Score: Raw -296674.567610 + Penalty 2552.926027 = -294121.641583
  nChanged 28
		SP:Iteration 13Q (57037.790000 sec): 3 clusters
  Score: Raw -296693.945130 + Penalty 2552.926027 = -294141.019103
  nChanged 24
		SP:Iteration 14Q (57037.980000 sec): 3 clusters
  Score: Raw -296711.600808 + Penalty 2552.926027 = -294158.674781
  nChanged 20
		SP:Iteration 15Q (57038.150000 sec): 3 clusters
  Score: Raw -296723.442063 + Penalty 2552.926027 = -294170.516036
  nChanged 19
		SP:Iteration 16Q (57038.310000 sec): 3 clusters
  Score: Raw -296733.585775 + Penalty 2552.926027 = -294180.659748
  nChanged 15
		SP:Iteration 17Q (57038.450000 sec): 3 clusters
  Score: Raw -296742.677349 + Penalty 2552.926027 = -294189.751322
  nChanged 22
		SP:Iteration 18Q (57038.630000 sec): 3 clusters
  Score: Raw -296754.025015 + Penalty 2552.926027 = -294201.098989
  nChanged 18
		SP:Iteration 19Q (57038.800000 sec): 3 clusters
  Score: Raw -296765.420393 + Penalty 2552.926027 = -294212.494366
  nChanged 13
		SP:Iteration 20F (57038.990000 sec): 3 clusters
  Score: Raw -296773.170606 + Penalty 2552.926027 = -294220.244579
  nChanged 21
		SP:Iteration 21Q (57039.160000 sec): 3 clusters
  Score: Raw -296782.221660 + Penalty 2552.926027 = -294229.295633
  nChanged 12
		SP:Iteration 22Q (57039.290000 sec): 3 clusters
  Score: Raw -296789.935497 + Penalty 2552.926027 = -294237.009470
  nChanged 12
		SP:Iteration 23Q (57039.490000 sec): 3 clusters
  Score: Raw -296799.577466 + Penalty 2552.926027 = -294246.651440
  nChanged 10
		SP:Iteration 24Q (57039.690000 sec): 3 clusters
  Score: Raw -296806.100492 + Penalty 2552.926027 = -294253.174465
  nChanged 15
		SP:Iteration 25Q (57039.810000 sec): 3 clusters
  Score: Raw -296814.075432 + Penalty 2552.926027 = -294261.149405
  nChanged 10
		SP:Iteration 26Q (57039.980000 sec): 3 clusters
  Score: Raw -296822.260426 + Penalty 2552.926027 = -294269.334399
  nChanged 14
		SP:Iteration 27Q (57040.130000 sec): 3 clusters
  Score: Raw -296828.567260 + Penalty 2552.926027 = -294275.641233
  nChanged 11
		SP:Iteration 28Q (57040.330000 sec): 3 clusters
  Score: Raw -296832.365573 + Penalty 2552.926027 = -294279.439546
  nChanged 7
		SP:Iteration 29Q (57040.500000 sec): 3 clusters
  Score: Raw -296834.374728 + Penalty 2552.926027 = -294281.448701
  nChanged 5
		SP:Iteration 30Q (57040.670000 sec): 3 clusters
  Score: Raw -296836.567109 + Penalty 2552.926027 = -294283.641082
  nChanged 3
		SP:Iteration 31Q (57040.820000 sec): 3 clusters
  Score: Raw -296837.793359 + Penalty 2552.926027 = -294284.867332
  nChanged 4
		SP:Iteration 32Q (57040.970000 sec): 3 clusters
  Score: Raw -296840.798828 + Penalty 2552.926027 = -294287.872801
  nChanged 3
		SP:Iteration 33Q (57041.130000 sec): 3 clusters
  Score: Raw -296843.444678 + Penalty 2552.926027 = -294290.518651
  nChanged 6
		SP:Iteration 34Q (57041.350000 sec): 3 clusters
  Score: Raw -296847.629624 + Penalty 2552.926027 = -294294.703597
  nChanged 7
		SP:Iteration 35Q (57041.530000 sec): 3 clusters
  Score: Raw -296851.984025 + Penalty 2552.926027 = -294299.057998
  nChanged 5
		SP:Iteration 36Q (57041.720000 sec): 3 clusters
  Score: Raw -296854.850691 + Penalty 2552.926027 = -294301.924664
  nChanged 8
		SP:Iteration 37Q (57041.890000 sec): 3 clusters
  Score: Raw -296859.771815 + Penalty 2552.926027 = -294306.845788
  nChanged 7
		SP:Iteration 38Q (57042.050000 sec): 3 clusters
  Score: Raw -296863.857719 + Penalty 2552.926027 = -294310.931692
  nChanged 12
		SP:Iteration 39Q (57042.230000 sec): 3 clusters
  Score: Raw -296870.897929 + Penalty 2552.926027 = -294317.971903
  nChanged 8
		SP:Iteration 40F (57042.420000 sec): 3 clusters
  Score: Raw -296874.866178 + Penalty 2552.926027 = -294321.940151
  nChanged 4
		SP:Iteration 41Q (57042.590000 sec): 3 clusters
  Score: Raw -296876.906219 + Penalty 2552.926027 = -294323.980192
  nChanged 5
		SP:Iteration 42Q (57042.760000 sec): 3 clusters
  Score: Raw -296879.837674 + Penalty 2552.926027 = -294326.911647
  nChanged 3
		SP:Iteration 43Q (57042.960000 sec): 3 clusters
  Score: Raw -296880.530481 + Penalty 2552.926027 = -294327.604455
  nChanged 1
		SP:Iteration 44Q (57043.140000 sec): 3 clusters
  Score: Raw -296881.310905 + Penalty 2552.926027 = -294328.384878
  nChanged 5
		SP:Iteration 45Q (57043.330000 sec): 3 clusters
  Score: Raw -296883.494610 + Penalty 2552.926027 = -294330.568583
  nChanged 2
		SP:Iteration 46Q (57043.490000 sec): 3 clusters
  Score: Raw -296884.682834 + Penalty 2552.926027 = -294331.756807
  nChanged 2
		SP:Iteration 47Q (57043.670000 sec): 3 clusters
  Score: Raw -296885.554635 + Penalty 2552.926027 = -294332.628608
  nChanged 2
		SP:Iteration 48Q (57043.860000 sec): 3 clusters
  Score: Raw -296886.325136 + Penalty 2552.926027 = -294333.399109
  nChanged 1
		SP:Iteration 49Q (57044.040000 sec): 3 clusters
  Score: Raw -296886.491416 + Penalty 2552.926027 = -294333.565389
  nChanged 0
		SP:Iteration 50F (57044.200000 sec): 3 clusters
  Score: Raw -296886.491416 + Penalty 2552.926027 = -294333.565389
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57044.320000 sec): 2 clusters
  Score: Raw -605651.608061 + Penalty 1385.080580 = -604266.527482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57044.500000 sec): 3 clusters
  Score: Raw -603039.360119 + Penalty 2770.161159 = -600269.198959
  nChanged 2059
		SP:Iteration 1F (57044.720000 sec): 3 clusters
  Score: Raw -604207.453847 + Penalty 2770.161159 = -601437.292687
  nChanged 388
		SP:Iteration 2F (57044.900000 sec): 3 clusters
  Score: Raw -604417.674597 + Penalty 2770.161159 = -601647.513438
  nChanged 290
		SP:Iteration 3F (57045.070000 sec): 3 clusters
  Score: Raw -604576.030000 + Penalty 2770.161159 = -601805.868841
  nChanged 219
		SP:Iteration 4Q (57045.310000 sec): 3 clusters
  Score: Raw -604693.797201 + Penalty 2770.161159 = -601923.636042
  nChanged 204
		SP:Iteration 5Q (57045.500000 sec): 3 clusters
  Score: Raw -604809.633378 + Penalty 2770.161159 = -602039.472219
  nChanged 195
		SP:Iteration 6Q (57045.700000 sec): 3 clusters
  Score: Raw -604920.424356 + Penalty 2770.161159 = -602150.263197
  nChanged 208
		SP:Iteration 7Q (57045.860000 sec): 3 clusters
  Score: Raw -605050.242351 + Penalty 2770.161159 = -602280.081191
  nChanged 192
		SP:Iteration 8Q (57046.050000 sec): 3 clusters
  Score: Raw -605173.889389 + Penalty 2770.161159 = -602403.728229
  nChanged 179
		SP:Iteration 9Q (57046.240000 sec): 3 clusters
  Score: Raw -605296.073668 + Penalty 2770.161159 = -602525.912509
  nChanged 176
		SP:Iteration 10Q (57046.400000 sec): 3 clusters
  Score: Raw -605416.636681 + Penalty 2770.161159 = -602646.475522
  nChanged 152
		SP:Iteration 11Q (57046.620000 sec): 3 clusters
  Score: Raw -605524.327327 + Penalty 2770.161159 = -602754.166168
  nChanged 128
		SP:Iteration 12Q (57046.810000 sec): 3 clusters
  Score: Raw -605606.771443 + Penalty 2770.161159 = -602836.610284
  nChanged 90
		SP:Iteration 13Q (57046.920000 sec): 3 clusters
  Score: Raw -605658.911309 + Penalty 2770.161159 = -602888.750149
  nChanged 62
		SP:Iteration 14Q (57047.090000 sec): 3 clusters
  Score: Raw -605697.011444 + Penalty 2770.161159 = -602926.850285
  nChanged 57
		SP:Iteration 15Q (57047.280000 sec): 3 clusters
  Score: Raw -605725.359543 + Penalty 2770.161159 = -602955.198384
  nChanged 43
		SP:Iteration 16Q (57047.470000 sec): 3 clusters
  Score: Raw -605751.013453 + Penalty 2770.161159 = -602980.852293
  nChanged 38
		SP:Iteration 17Q (57047.670000 sec): 3 clusters
  Score: Raw -605767.540321 + Penalty 2770.161159 = -602997.379162
  nChanged 27
		SP:Iteration 18Q (57047.890000 sec): 3 clusters
  Score: Raw -605781.660603 + Penalty 2770.161159 = -603011.499444
  nChanged 25
		SP:Iteration 19Q (57048.060000 sec): 3 clusters
  Score: Raw -605794.891019 + Penalty 2770.161159 = -603024.729860
  nChanged 19
		SP:Iteration 20F (57048.230000 sec): 3 clusters
  Score: Raw -605805.389516 + Penalty 2770.161159 = -603035.228356
  nChanged 17
		SP:Iteration 21Q (57048.440000 sec): 3 clusters
  Score: Raw -605815.638288 + Penalty 2770.161159 = -603045.477128
  nChanged 14
		SP:Iteration 22Q (57048.650000 sec): 3 clusters
  Score: Raw -605824.863238 + Penalty 2770.161159 = -603054.702078
  nChanged 19
		SP:Iteration 23Q (57048.840000 sec): 3 clusters
  Score: Raw -605836.048662 + Penalty 2770.161159 = -603065.887502
  nChanged 16
		SP:Iteration 24Q (57049.020000 sec): 3 clusters
  Score: Raw -605844.673673 + Penalty 2770.161159 = -603074.512513
  nChanged 13
		SP:Iteration 25Q (57049.260000 sec): 3 clusters
  Score: Raw -605851.323876 + Penalty 2770.161159 = -603081.162717
  nChanged 9
		SP:Iteration 26Q (57049.420000 sec): 3 clusters
  Score: Raw -605857.738691 + Penalty 2770.161159 = -603087.577531
  nChanged 12
		SP:Iteration 27Q (57049.650000 sec): 3 clusters
  Score: Raw -605865.218652 + Penalty 2770.161159 = -603095.057492
  nChanged 7
		SP:Iteration 28Q (57049.840000 sec): 3 clusters
  Score: Raw -605871.821461 + Penalty 2770.161159 = -603101.660302
  nChanged 9
		SP:Iteration 29Q (57050.020000 sec): 3 clusters
  Score: Raw -605878.066984 + Penalty 2770.161159 = -603107.905824
  nChanged 6
		SP:Iteration 30Q (57050.200000 sec): 3 clusters
  Score: Raw -605881.529598 + Penalty 2770.161159 = -603111.368438
  nChanged 2
		SP:Iteration 31Q (57050.390000 sec): 3 clusters
  Score: Raw -605882.720125 + Penalty 2770.161159 = -603112.558965
  nChanged 1
		SP:Iteration 32Q (57050.560000 sec): 3 clusters
  Score: Raw -605883.292984 + Penalty 2770.161159 = -603113.131824
  nChanged 1
		SP:Iteration 33Q (57050.720000 sec): 3 clusters
  Score: Raw -605883.757125 + Penalty 2770.161159 = -603113.595966
  nChanged 1
		SP:Iteration 34Q (57050.910000 sec): 3 clusters
  Score: Raw -605884.769079 + Penalty 2770.161159 = -603114.607920
  nChanged 4
		SP:Iteration 35Q (57051.090000 sec): 3 clusters
  Score: Raw -605887.715090 + Penalty 2770.161159 = -603117.553930
  nChanged 3
		SP:Iteration 36Q (57051.300000 sec): 3 clusters
  Score: Raw -605889.031352 + Penalty 2770.161159 = -603118.870193
  nChanged 1
		SP:Iteration 37Q (57051.440000 sec): 3 clusters
  Score: Raw -605889.639694 + Penalty 2770.161159 = -603119.478535
  nChanged 1
		SP:Iteration 38Q (57051.620000 sec): 3 clusters
  Score: Raw -605890.191986 + Penalty 2770.161159 = -603120.030827
  nChanged 1
		SP:Iteration 39Q (57051.800000 sec): 3 clusters
  Score: Raw -605890.668831 + Penalty 2770.161159 = -603120.507671
  nChanged 0
		SP:Iteration 40F (57051.990000 sec): 3 clusters
  Score: Raw -605890.668831 + Penalty 2770.161159 = -603120.507671
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57052.130000 sec): 2 clusters
  Score: Raw -69296.407667 + Penalty 1029.446316 = -68266.961352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57052.280000 sec): 3 clusters
  Score: Raw -69192.827211 + Penalty 2058.892632 = -67133.934579
  nChanged 138
		SP:Iteration 1F (57052.450000 sec): 3 clusters
  Score: Raw -69359.840463 + Penalty 2058.892632 = -67300.947831
  nChanged 28
		SP:Iteration 2Q (57052.650000 sec): 3 clusters
  Score: Raw -69399.373613 + Penalty 2058.892632 = -67340.480981
  nChanged 12
		SP:Iteration 3Q (57052.820000 sec): 3 clusters
  Score: Raw -69416.095327 + Penalty 2058.892632 = -67357.202695
  nChanged 10
		SP:Iteration 4Q (57053.000000 sec): 3 clusters
  Score: Raw -69428.853046 + Penalty 2058.892632 = -67369.960414
  nChanged 4
		SP:Iteration 5Q (57053.190000 sec): 3 clusters
  Score: Raw -69433.626253 + Penalty 2058.892632 = -67374.733622
  nChanged 2
		SP:Iteration 6Q (57053.370000 sec): 3 clusters
  Score: Raw -69435.830878 + Penalty 2058.892632 = -67376.938247
  nChanged 0
		SP:Iteration 7F (57053.530000 sec): 3 clusters
  Score: Raw -69435.830878 + Penalty 2058.892632 = -67376.938247
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57053.630000 sec): 2 clusters
  Score: Raw -51454.669671 + Penalty 1019.035620 = -50435.634051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57053.780000 sec): 3 clusters
  Score: Raw -51396.957284 + Penalty 2038.071240 = -49358.886043
  nChanged 133
		SP:Iteration 1F (57053.950000 sec): 3 clusters
  Score: Raw -51602.362744 + Penalty 2038.071240 = -49564.291504
  nChanged 45
		SP:Iteration 2F (57054.070000 sec): 3 clusters
  Score: Raw -51696.643788 + Penalty 2038.071240 = -49658.572547
  nChanged 35
		SP:Iteration 3F (57054.230000 sec): 3 clusters
  Score: Raw -51764.653794 + Penalty 2038.071240 = -49726.582554
  nChanged 19
		SP:Iteration 4Q (57054.450000 sec): 3 clusters
  Score: Raw -51818.404359 + Penalty 2038.071240 = -49780.333119
  nChanged 20
		SP:Iteration 5Q (57054.590000 sec): 3 clusters
  Score: Raw -51864.151505 + Penalty 2038.071240 = -49826.080265
  nChanged 15
		SP:Iteration 6Q (57054.790000 sec): 3 clusters
  Score: Raw -51892.974441 + Penalty 2038.071240 = -49854.903200
  nChanged 7
		SP:Iteration 7Q (57054.960000 sec): 3 clusters
  Score: Raw -51914.000156 + Penalty 2038.071240 = -49875.928916
  nChanged 10
		SP:Iteration 8Q (57055.170000 sec): 3 clusters
  Score: Raw -51936.647589 + Penalty 2038.071240 = -49898.576348
  nChanged 4
		SP:Iteration 9Q (57055.320000 sec): 3 clusters
  Score: Raw -51944.838629 + Penalty 2038.071240 = -49906.767389
  nChanged 2
		SP:Iteration 10Q (57055.530000 sec): 3 clusters
  Score: Raw -51947.741073 + Penalty 2038.071240 = -49909.669833
  nChanged 0
		SP:Iteration 11F (57055.670000 sec): 3 clusters
  Score: Raw -51947.741073 + Penalty 2038.071240 = -49909.669833
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57055.760000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57055.970000 sec): 3 clusters
  Score: Raw -147241.998681 + Penalty 2322.956763 = -144919.041917
  nChanged 390
		SP:Iteration 1F (57056.110000 sec): 3 clusters
  Score: Raw -147550.535546 + Penalty 2322.956763 = -145227.578783
  nChanged 99
		SP:Iteration 2F (57056.270000 sec): 3 clusters
  Score: Raw -147648.040424 + Penalty 2322.956763 = -145325.083661
  nChanged 58
		SP:Iteration 3Q (57056.430000 sec): 3 clusters
  Score: Raw -147705.648602 + Penalty 2322.956763 = -145382.691838
  nChanged 38
		SP:Iteration 4Q (57056.610000 sec): 3 clusters
  Score: Raw -147744.596059 + Penalty 2322.956763 = -145421.639296
  nChanged 37
		SP:Iteration 5Q (57056.820000 sec): 3 clusters
  Score: Raw -147780.171083 + Penalty 2322.956763 = -145457.214320
  nChanged 27
		SP:Iteration 6Q (57057.000000 sec): 3 clusters
  Score: Raw -147805.472315 + Penalty 2322.956763 = -145482.515552
  nChanged 24
		SP:Iteration 7Q (57057.210000 sec): 3 clusters
  Score: Raw -147827.372483 + Penalty 2322.956763 = -145504.415720
  nChanged 24
		SP:Iteration 8Q (57057.380000 sec): 3 clusters
  Score: Raw -147848.362163 + Penalty 2322.956763 = -145525.405400
  nChanged 17
		SP:Iteration 9Q (57057.570000 sec): 3 clusters
  Score: Raw -147861.818276 + Penalty 2322.956763 = -145538.861512
  nChanged 12
		SP:Iteration 10Q (57057.700000 sec): 3 clusters
  Score: Raw -147872.067419 + Penalty 2322.956763 = -145549.110656
  nChanged 12
		SP:Iteration 11Q (57057.900000 sec): 3 clusters
  Score: Raw -147881.354197 + Penalty 2322.956763 = -145558.397434
  nChanged 11
		SP:Iteration 12Q (57058.110000 sec): 3 clusters
  Score: Raw -147886.130924 + Penalty 2322.956763 = -145563.174160
  nChanged 7
		SP:Iteration 13Q (57058.270000 sec): 3 clusters
  Score: Raw -147892.477395 + Penalty 2322.956763 = -145569.520632
  nChanged 14
		SP:Iteration 14Q (57058.460000 sec): 3 clusters
  Score: Raw -147906.983997 + Penalty 2322.956763 = -145584.027234
  nChanged 12
		SP:Iteration 15Q (57058.630000 sec): 3 clusters
  Score: Raw -147915.165005 + Penalty 2322.956763 = -145592.208241
  nChanged 8
		SP:Iteration 16Q (57058.820000 sec): 3 clusters
  Score: Raw -147921.663476 + Penalty 2322.956763 = -145598.706713
  nChanged 8
		SP:Iteration 17Q (57059.010000 sec): 3 clusters
  Score: Raw -147928.860906 + Penalty 2322.956763 = -145605.904143
  nChanged 10
		SP:Iteration 18Q (57059.150000 sec): 3 clusters
  Score: Raw -147935.155570 + Penalty 2322.956763 = -145612.198807
  nChanged 8
		SP:Iteration 19Q (57059.350000 sec): 3 clusters
  Score: Raw -147940.451406 + Penalty 2322.956763 = -145617.494643
  nChanged 10
		SP:Iteration 20F (57059.550000 sec): 3 clusters
  Score: Raw -147948.807942 + Penalty 2322.956763 = -145625.851179
  nChanged 12
		SP:Iteration 21Q (57059.730000 sec): 3 clusters
  Score: Raw -147960.958960 + Penalty 2322.956763 = -145638.002197
  nChanged 15
		SP:Iteration 22Q (57059.910000 sec): 3 clusters
  Score: Raw -147976.972860 + Penalty 2322.956763 = -145654.016097
  nChanged 13
		SP:Iteration 23Q (57060.070000 sec): 3 clusters
  Score: Raw -147994.214207 + Penalty 2322.956763 = -145671.257444
  nChanged 15
		SP:Iteration 24Q (57060.270000 sec): 3 clusters
  Score: Raw -148025.335540 + Penalty 2322.956763 = -145702.378777
  nChanged 19
		SP:Iteration 25Q (57060.410000 sec): 3 clusters
  Score: Raw -148065.522456 + Penalty 2322.956763 = -145742.565693
  nChanged 23
		SP:Iteration 26Q (57060.590000 sec): 3 clusters
  Score: Raw -148087.495159 + Penalty 2322.956763 = -145764.538395
  nChanged 18
		SP:Iteration 27Q (57060.770000 sec): 3 clusters
  Score: Raw -148105.086077 + Penalty 2322.956763 = -145782.129314
  nChanged 17
		SP:Iteration 28Q (57060.920000 sec): 3 clusters
  Score: Raw -148124.970995 + Penalty 2322.956763 = -145802.014232
  nChanged 17
		SP:Iteration 29Q (57061.070000 sec): 3 clusters
  Score: Raw -148144.718419 + Penalty 2322.956763 = -145821.761656
  nChanged 11
		SP:Iteration 30Q (57061.210000 sec): 3 clusters
  Score: Raw -148156.732640 + Penalty 2322.956763 = -145833.775877
  nChanged 15
		SP:Iteration 31Q (57061.390000 sec): 3 clusters
  Score: Raw -148173.619388 + Penalty 2322.956763 = -145850.662625
  nChanged 11
		SP:Iteration 32Q (57061.530000 sec): 3 clusters
  Score: Raw -148189.509860 + Penalty 2322.956763 = -145866.553096
  nChanged 12
		SP:Iteration 33Q (57061.660000 sec): 3 clusters
  Score: Raw -148203.319349 + Penalty 2322.956763 = -145880.362586
  nChanged 12
		SP:Iteration 34Q (57061.840000 sec): 3 clusters
  Score: Raw -148213.374327 + Penalty 2322.956763 = -145890.417564
  nChanged 5
		SP:Iteration 35Q (57061.980000 sec): 3 clusters
  Score: Raw -148216.542197 + Penalty 2322.956763 = -145893.585433
  nChanged 4
		SP:Iteration 36Q (57062.170000 sec): 3 clusters
  Score: Raw -148218.910652 + Penalty 2322.956763 = -145895.953889
  nChanged 2
		SP:Iteration 37Q (57062.320000 sec): 3 clusters
  Score: Raw -148220.773800 + Penalty 2322.956763 = -145897.817037
  nChanged 2
		SP:Iteration 38Q (57062.460000 sec): 3 clusters
  Score: Raw -148224.051091 + Penalty 2322.956763 = -145901.094328
  nChanged 5
		SP:Iteration 39Q (57062.590000 sec): 3 clusters
  Score: Raw -148231.525520 + Penalty 2322.956763 = -145908.568757
  nChanged 9
		SP:Iteration 40F (57062.780000 sec): 3 clusters
  Score: Raw -148240.847685 + Penalty 2322.956763 = -145917.890922
  nChanged 8
		SP:Iteration 41Q (57062.930000 sec): 3 clusters
  Score: Raw -148247.289707 + Penalty 2322.956763 = -145924.332944
  nChanged 8
		SP:Iteration 42Q (57063.090000 sec): 3 clusters
  Score: Raw -148254.603388 + Penalty 2322.956763 = -145931.646625
  nChanged 5
		SP:Iteration 43Q (57063.230000 sec): 3 clusters
  Score: Raw -148257.873117 + Penalty 2322.956763 = -145934.916354
  nChanged 2
		SP:Iteration 44Q (57063.430000 sec): 3 clusters
  Score: Raw -148261.893799 + Penalty 2322.956763 = -145938.937036
  nChanged 4
		SP:Iteration 45Q (57063.560000 sec): 3 clusters
  Score: Raw -148266.155900 + Penalty 2322.956763 = -145943.199137
  nChanged 2
		SP:Iteration 46Q (57063.750000 sec): 3 clusters
  Score: Raw -148267.543778 + Penalty 2322.956763 = -145944.587015
  nChanged 3
		SP:Iteration 47Q (57063.910000 sec): 3 clusters
  Score: Raw -148269.315363 + Penalty 2322.956763 = -145946.358600
  nChanged 3
		SP:Iteration 48Q (57064.070000 sec): 3 clusters
  Score: Raw -148270.691336 + Penalty 2322.956763 = -145947.734573
  nChanged 0
		SP:Iteration 49F (57064.270000 sec): 3 clusters
  Score: Raw -148270.691336 + Penalty 2322.956763 = -145947.734573
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57064.330000 sec): 2 clusters
  Score: Raw -96984.133609 + Penalty 1111.240845 = -95872.892764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57064.520000 sec): 3 clusters
  Score: Raw -96759.210248 + Penalty 2222.481690 = -94536.728558
  nChanged 253
		SP:Iteration 1F (57064.700000 sec): 3 clusters
  Score: Raw -96996.038886 + Penalty 2222.481690 = -94773.557196
  nChanged 58
		SP:Iteration 2F (57064.870000 sec): 3 clusters
  Score: Raw -97060.942397 + Penalty 2222.481690 = -94838.460707
  nChanged 34
		SP:Iteration 3Q (57065.020000 sec): 3 clusters
  Score: Raw -97107.825739 + Penalty 2222.481690 = -94885.344049
  nChanged 40
		SP:Iteration 4Q (57065.180000 sec): 3 clusters
  Score: Raw -97164.255151 + Penalty 2222.481690 = -94941.773461
  nChanged 29
		SP:Iteration 5Q (57065.390000 sec): 3 clusters
  Score: Raw -97202.220643 + Penalty 2222.481690 = -94979.738953
  nChanged 24
		SP:Iteration 6Q (57065.540000 sec): 3 clusters
  Score: Raw -97225.138807 + Penalty 2222.481690 = -95002.657117
  nChanged 12
		SP:Iteration 7Q (57065.680000 sec): 3 clusters
  Score: Raw -97237.549281 + Penalty 2222.481690 = -95015.067591
  nChanged 5
		SP:Iteration 8Q (57065.850000 sec): 3 clusters
  Score: Raw -97244.715859 + Penalty 2222.481690 = -95022.234169
  nChanged 5
		SP:Iteration 9Q (57066.030000 sec): 3 clusters
  Score: Raw -97251.254313 + Penalty 2222.481690 = -95028.772622
  nChanged 5
		SP:Iteration 10Q (57066.190000 sec): 3 clusters
  Score: Raw -97254.490539 + Penalty 2222.481690 = -95032.008849
  nChanged 1
		SP:Iteration 11Q (57066.370000 sec): 3 clusters
  Score: Raw -97254.835235 + Penalty 2222.481690 = -95032.353544
  nChanged 1
		SP:Iteration 12Q (57066.560000 sec): 3 clusters
  Score: Raw -97256.041133 + Penalty 2222.481690 = -95033.559443
  nChanged 1
		SP:Iteration 13Q (57066.760000 sec): 3 clusters
  Score: Raw -97256.638003 + Penalty 2222.481690 = -95034.156313
  nChanged 1
		SP:Iteration 14Q (57066.950000 sec): 3 clusters
  Score: Raw -97257.018701 + Penalty 2222.481690 = -95034.537011
  nChanged 0
		SP:Iteration 15F (57067.140000 sec): 3 clusters
  Score: Raw -97257.018701 + Penalty 2222.481690 = -95034.537011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57067.230000 sec): 2 clusters
  Score: Raw -265923.061978 + Penalty 1254.647103 = -264668.414875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57067.400000 sec): 3 clusters
  Score: Raw -264916.366291 + Penalty 2509.294207 = -262407.072084
  nChanged 821
		SP:Iteration 1F (57067.580000 sec): 3 clusters
  Score: Raw -265438.942251 + Penalty 2509.294207 = -262929.648044
  nChanged 201
		SP:Iteration 2F (57067.760000 sec): 3 clusters
  Score: Raw -265613.815499 + Penalty 2509.294207 = -263104.521292
  nChanged 134
		SP:Iteration 3F (57067.960000 sec): 3 clusters
  Score: Raw -265753.126341 + Penalty 2509.294207 = -263243.832134
  nChanged 114
		SP:Iteration 4F (57068.110000 sec): 3 clusters
  Score: Raw -265870.096754 + Penalty 2509.294207 = -263360.802547
  nChanged 93
		SP:Iteration 5Q (57068.260000 sec): 3 clusters
  Score: Raw -265960.456123 + Penalty 2509.294207 = -263451.161916
  nChanged 87
		SP:Iteration 6Q (57068.440000 sec): 3 clusters
  Score: Raw -266033.770239 + Penalty 2509.294207 = -263524.476032
  nChanged 72
		SP:Iteration 7Q (57068.630000 sec): 3 clusters
  Score: Raw -266081.218575 + Penalty 2509.294207 = -263571.924369
  nChanged 65
		SP:Iteration 8Q (57068.760000 sec): 3 clusters
  Score: Raw -266126.572638 + Penalty 2509.294207 = -263617.278431
  nChanged 49
		SP:Iteration 9Q (57068.950000 sec): 3 clusters
  Score: Raw -266172.348965 + Penalty 2509.294207 = -263663.054758
  nChanged 51
		SP:Iteration 10Q (57069.140000 sec): 3 clusters
  Score: Raw -266211.235392 + Penalty 2509.294207 = -263701.941185
  nChanged 44
		SP:Iteration 11Q (57069.300000 sec): 3 clusters
  Score: Raw -266235.718829 + Penalty 2509.294207 = -263726.424623
  nChanged 29
		SP:Iteration 12Q (57069.470000 sec): 3 clusters
  Score: Raw -266255.990984 + Penalty 2509.294207 = -263746.696778
  nChanged 23
		SP:Iteration 13Q (57069.680000 sec): 3 clusters
  Score: Raw -266272.731321 + Penalty 2509.294207 = -263763.437114
  nChanged 22
		SP:Iteration 14Q (57069.840000 sec): 3 clusters
  Score: Raw -266286.510546 + Penalty 2509.294207 = -263777.216339
  nChanged 25
		SP:Iteration 15Q (57069.990000 sec): 3 clusters
  Score: Raw -266300.260947 + Penalty 2509.294207 = -263790.966740
  nChanged 17
		SP:Iteration 16Q (57070.120000 sec): 3 clusters
  Score: Raw -266310.907384 + Penalty 2509.294207 = -263801.613177
  nChanged 16
		SP:Iteration 17Q (57070.320000 sec): 3 clusters
  Score: Raw -266319.707597 + Penalty 2509.294207 = -263810.413390
  nChanged 15
		SP:Iteration 18Q (57070.460000 sec): 3 clusters
  Score: Raw -266329.944329 + Penalty 2509.294207 = -263820.650122
  nChanged 12
		SP:Iteration 19Q (57070.670000 sec): 3 clusters
  Score: Raw -266334.036646 + Penalty 2509.294207 = -263824.742439
  nChanged 7
		SP:Iteration 20F (57070.810000 sec): 3 clusters
  Score: Raw -266336.587512 + Penalty 2509.294207 = -263827.293305
  nChanged 1
		SP:Iteration 21Q (57070.960000 sec): 3 clusters
  Score: Raw -266336.821255 + Penalty 2509.294207 = -263827.527048
  nChanged 1
		SP:Iteration 22Q (57071.130000 sec): 3 clusters
  Score: Raw -266337.146051 + Penalty 2509.294207 = -263827.851844
  nChanged 2
		SP:Iteration 23Q (57071.320000 sec): 3 clusters
  Score: Raw -266337.695708 + Penalty 2509.294207 = -263828.401502
  nChanged 2
		SP:Iteration 24Q (57071.470000 sec): 3 clusters
  Score: Raw -266338.223290 + Penalty 2509.294207 = -263828.929083
  nChanged 1
		SP:Iteration 25Q (57071.640000 sec): 3 clusters
  Score: Raw -266338.311976 + Penalty 2509.294207 = -263829.017769
  nChanged 0
		SP:Iteration 26F (57071.820000 sec): 3 clusters
  Score: Raw -266338.311976 + Penalty 2509.294207 = -263829.017769
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57071.900000 sec): 2 clusters
  Score: Raw -21489.550681 + Penalty 872.728680 = -20616.822001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57072.090000 sec): 3 clusters
  Score: Raw -21606.231962 + Penalty 1745.457359 = -19860.774603
  nChanged 34
		SP:Iteration 1F (57072.280000 sec): 3 clusters
  Score: Raw -21791.970780 + Penalty 1745.457359 = -20046.513421
  nChanged 10
		SP:Iteration 2Q (57072.430000 sec): 3 clusters
  Score: Raw -21834.025936 + Penalty 1745.457359 = -20088.568577
  nChanged 10
		SP:Iteration 3Q (57072.600000 sec): 3 clusters
  Score: Raw -21878.671890 + Penalty 1745.457359 = -20133.214531
  nChanged 4
		SP:Iteration 4Q (57072.780000 sec): 3 clusters
  Score: Raw -21903.434189 + Penalty 1745.457359 = -20157.976830
  nChanged 5
		SP:Iteration 5Q (57072.930000 sec): 3 clusters
  Score: Raw -21922.982640 + Penalty 1745.457359 = -20177.525281
  nChanged 3
		SP:Iteration 6Q (57073.080000 sec): 3 clusters
  Score: Raw -21940.192951 + Penalty 1745.457359 = -20194.735592
  nChanged 5
		SP:Iteration 7Q (57073.250000 sec): 3 clusters
  Score: Raw -22009.694744 + Penalty 1745.457359 = -20264.237385
  nChanged 7
		SP:Iteration 8Q (57073.400000 sec): 3 clusters
  Score: Raw -22044.353511 + Penalty 1745.457359 = -20298.896152
  nChanged 4
		SP:Iteration 9Q (57073.580000 sec): 3 clusters
  Score: Raw -22077.862622 + Penalty 1745.457359 = -20332.405263
  nChanged 2
		SP:Iteration 10Q (57073.780000 sec): 3 clusters
  Score: Raw -22114.881784 + Penalty 1745.457359 = -20369.424425
  nChanged 2
		SP:Iteration 11Q (57073.940000 sec): 3 clusters
  Score: Raw -22145.532520 + Penalty 1745.457359 = -20400.075161
  nChanged 1
		SP:Iteration 12Q (57074.130000 sec): 3 clusters
  Score: Raw -22165.317976 + Penalty 1745.457359 = -20419.860616
  nChanged 1
		SP:Iteration 13Q (57074.300000 sec): 3 clusters
  Score: Raw -22172.178706 + Penalty 1745.457359 = -20426.721347
  nChanged 0
		SP:Iteration 14F (57074.470000 sec): 3 clusters
  Score: Raw -22172.178706 + Penalty 1745.457359 = -20426.721347
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57074.600000 sec): 2 clusters
  Score: Raw -54074.435976 + Penalty 1024.769734 = -53049.666242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57074.760000 sec): 3 clusters
  Score: Raw -53981.947812 + Penalty 2049.539468 = -51932.408344
  nChanged 151
		SP:Iteration 1F (57074.980000 sec): 3 clusters
  Score: Raw -54274.435373 + Penalty 2049.539468 = -52224.895905
  nChanged 58
		SP:Iteration 2F (57075.160000 sec): 3 clusters
  Score: Raw -54402.777997 + Penalty 2049.539468 = -52353.238529
  nChanged 22
		SP:Iteration 3Q (57075.320000 sec): 3 clusters
  Score: Raw -54440.867120 + Penalty 2049.539468 = -52391.327652
  nChanged 10
		SP:Iteration 4Q (57075.480000 sec): 3 clusters
  Score: Raw -54455.559640 + Penalty 2049.539468 = -52406.020172
  nChanged 2
		SP:Iteration 5Q (57075.710000 sec): 3 clusters
  Score: Raw -54459.007000 + Penalty 2049.539468 = -52409.467532
  nChanged 1
		SP:Iteration 6Q (57075.850000 sec): 3 clusters
  Score: Raw -54460.297198 + Penalty 2049.539468 = -52410.757729
  nChanged 2
		SP:Iteration 7Q (57076.060000 sec): 3 clusters
  Score: Raw -54462.974512 + Penalty 2049.539468 = -52413.435044
  nChanged 0
		SP:Iteration 8F (57076.220000 sec): 3 clusters
  Score: Raw -54462.974512 + Penalty 2049.539468 = -52413.435044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57076.330000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57076.520000 sec): 3 clusters
  Score: Raw -299017.035132 + Penalty 2551.789883 = -296465.245249
  nChanged 968
		SP:Iteration 1F (57076.690000 sec): 3 clusters
  Score: Raw -299603.999390 + Penalty 2551.789883 = -297052.209508
  nChanged 183
		SP:Iteration 2F (57076.880000 sec): 3 clusters
  Score: Raw -299719.461119 + Penalty 2551.789883 = -297167.671236
  nChanged 133
		SP:Iteration 3F (57077.040000 sec): 3 clusters
  Score: Raw -299809.191730 + Penalty 2551.789883 = -297257.401847
  nChanged 105
		SP:Iteration 4Q (57077.210000 sec): 3 clusters
  Score: Raw -299894.889269 + Penalty 2551.789883 = -297343.099386
  nChanged 106
		SP:Iteration 5Q (57077.370000 sec): 3 clusters
  Score: Raw -299978.087795 + Penalty 2551.789883 = -297426.297912
  nChanged 102
		SP:Iteration 6Q (57077.520000 sec): 3 clusters
  Score: Raw -300052.038698 + Penalty 2551.789883 = -297500.248815
  nChanged 98
		SP:Iteration 7Q (57077.660000 sec): 3 clusters
  Score: Raw -300133.860453 + Penalty 2551.789883 = -297582.070570
  nChanged 85
		SP:Iteration 8Q (57077.820000 sec): 3 clusters
  Score: Raw -300223.298274 + Penalty 2551.789883 = -297671.508391
  nChanged 107
		SP:Iteration 9Q (57077.980000 sec): 3 clusters
  Score: Raw -300313.102987 + Penalty 2551.789883 = -297761.313104
  nChanged 105
		SP:Iteration 10Q (57078.120000 sec): 3 clusters
  Score: Raw -300412.946692 + Penalty 2551.789883 = -297861.156809
  nChanged 92
		SP:Iteration 11Q (57078.310000 sec): 3 clusters
  Score: Raw -300516.122668 + Penalty 2551.789883 = -297964.332785
  nChanged 107
		SP:Iteration 12Q (57078.440000 sec): 3 clusters
  Score: Raw -300621.312301 + Penalty 2551.789883 = -298069.522418
  nChanged 93
		SP:Iteration 13Q (57078.620000 sec): 3 clusters
  Score: Raw -300694.358412 + Penalty 2551.789883 = -298142.568529
  nChanged 66
		SP:Iteration 14Q (57078.770000 sec): 3 clusters
  Score: Raw -300745.831155 + Penalty 2551.789883 = -298194.041272
  nChanged 51
		SP:Iteration 15Q (57079.000000 sec): 3 clusters
  Score: Raw -300776.781407 + Penalty 2551.789883 = -298224.991524
  nChanged 40
		SP:Iteration 16Q (57079.160000 sec): 3 clusters
  Score: Raw -300798.128954 + Penalty 2551.789883 = -298246.339071
  nChanged 31
		SP:Iteration 17Q (57079.330000 sec): 3 clusters
  Score: Raw -300815.348749 + Penalty 2551.789883 = -298263.558866
  nChanged 24
		SP:Iteration 18Q (57079.500000 sec): 3 clusters
  Score: Raw -300829.353159 + Penalty 2551.789883 = -298277.563276
  nChanged 25
		SP:Iteration 19Q (57079.670000 sec): 3 clusters
  Score: Raw -300841.913605 + Penalty 2551.789883 = -298290.123722
  nChanged 23
		SP:Iteration 20F (57079.820000 sec): 3 clusters
  Score: Raw -300850.898139 + Penalty 2551.789883 = -298299.108256
  nChanged 13
		SP:Iteration 21Q (57079.970000 sec): 3 clusters
  Score: Raw -300855.364238 + Penalty 2551.789883 = -298303.574356
  nChanged 8
		SP:Iteration 22Q (57080.140000 sec): 3 clusters
  Score: Raw -300857.667874 + Penalty 2551.789883 = -298305.877992
  nChanged 8
		SP:Iteration 23Q (57080.300000 sec): 3 clusters
  Score: Raw -300861.003051 + Penalty 2551.789883 = -298309.213168
  nChanged 6
		SP:Iteration 24Q (57080.500000 sec): 3 clusters
  Score: Raw -300863.112558 + Penalty 2551.789883 = -298311.322675
  nChanged 5
		SP:Iteration 25Q (57080.690000 sec): 3 clusters
  Score: Raw -300865.630611 + Penalty 2551.789883 = -298313.840728
  nChanged 1
		SP:Iteration 26Q (57080.830000 sec): 3 clusters
  Score: Raw -300865.721809 + Penalty 2551.789883 = -298313.931926
  nChanged 0
		SP:Iteration 27F (57081.010000 sec): 3 clusters
  Score: Raw -300865.721809 + Penalty 2551.789883 = -298313.931926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57081.100000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57081.290000 sec): 3 clusters
  Score: Raw -78695.418817 + Penalty 2126.771350 = -76568.647467
  nChanged 156
		SP:Iteration 1F (57081.430000 sec): 3 clusters
  Score: Raw -78904.853001 + Penalty 2126.771350 = -76778.081651
  nChanged 55
		SP:Iteration 2F (57081.600000 sec): 3 clusters
  Score: Raw -78977.909046 + Penalty 2126.771350 = -76851.137696
  nChanged 26
		SP:Iteration 3Q (57081.780000 sec): 3 clusters
  Score: Raw -79011.920826 + Penalty 2126.771350 = -76885.149476
  nChanged 19
		SP:Iteration 4Q (57082.010000 sec): 3 clusters
  Score: Raw -79038.615608 + Penalty 2126.771350 = -76911.844258
  nChanged 10
		SP:Iteration 5Q (57082.190000 sec): 3 clusters
  Score: Raw -79055.168522 + Penalty 2126.771350 = -76928.397172
  nChanged 11
		SP:Iteration 6Q (57082.350000 sec): 3 clusters
  Score: Raw -79075.313498 + Penalty 2126.771350 = -76948.542148
  nChanged 4
		SP:Iteration 7Q (57082.530000 sec): 3 clusters
  Score: Raw -79082.460562 + Penalty 2126.771350 = -76955.689212
  nChanged 5
		SP:Iteration 8Q (57082.690000 sec): 3 clusters
  Score: Raw -79088.215582 + Penalty 2126.771350 = -76961.444233
  nChanged 5
		SP:Iteration 9Q (57082.850000 sec): 3 clusters
  Score: Raw -79099.738663 + Penalty 2126.771350 = -76972.967313
  nChanged 7
		SP:Iteration 10Q (57083.060000 sec): 3 clusters
  Score: Raw -79114.134589 + Penalty 2126.771350 = -76987.363239
  nChanged 7
		SP:Iteration 11Q (57083.220000 sec): 3 clusters
  Score: Raw -79129.376161 + Penalty 2126.771350 = -77002.604812
  nChanged 8
		SP:Iteration 12Q (57083.380000 sec): 3 clusters
  Score: Raw -79138.989204 + Penalty 2126.771350 = -77012.217854
  nChanged 4
		SP:Iteration 13Q (57083.550000 sec): 3 clusters
  Score: Raw -79144.470206 + Penalty 2126.771350 = -77017.698856
  nChanged 5
		SP:Iteration 14Q (57083.720000 sec): 3 clusters
  Score: Raw -79153.950193 + Penalty 2126.771350 = -77027.178844
  nChanged 6
		SP:Iteration 15Q (57083.950000 sec): 3 clusters
  Score: Raw -79163.789501 + Penalty 2126.771350 = -77037.018151
  nChanged 3
		SP:Iteration 16Q (57084.130000 sec): 3 clusters
  Score: Raw -79169.381424 + Penalty 2126.771350 = -77042.610074
  nChanged 6
		SP:Iteration 17Q (57084.310000 sec): 3 clusters
  Score: Raw -79173.567351 + Penalty 2126.771350 = -77046.796001
  nChanged 1
		SP:Iteration 18Q (57084.450000 sec): 3 clusters
  Score: Raw -79177.854978 + Penalty 2126.771350 = -77051.083629
  nChanged 1
		SP:Iteration 19Q (57084.670000 sec): 3 clusters
  Score: Raw -79178.671055 + Penalty 2126.771350 = -77051.899705
  nChanged 0
		SP:Iteration 20F (57084.790000 sec): 3 clusters
  Score: Raw -79178.671055 + Penalty 2126.771350 = -77051.899705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57084.860000 sec): 2 clusters
  Score: Raw -22857.702485 + Penalty 871.209977 = -21986.492508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57085.060000 sec): 3 clusters
  Score: Raw -23043.087456 + Penalty 1742.419954 = -21300.667502
  nChanged 45
		SP:Iteration 1F (57085.190000 sec): 3 clusters
  Score: Raw -23197.220645 + Penalty 1742.419954 = -21454.800691
  nChanged 19
		SP:Iteration 2F (57085.350000 sec): 3 clusters
  Score: Raw -23263.525868 + Penalty 1742.419954 = -21521.105914
  nChanged 13
		SP:Iteration 3F (57085.520000 sec): 3 clusters
  Score: Raw -23332.933698 + Penalty 1742.419954 = -21590.513744
  nChanged 3
		SP:Iteration 4Q (57085.690000 sec): 3 clusters
  Score: Raw -23367.101338 + Penalty 1742.419954 = -21624.681384
  nChanged 1
		SP:Iteration 5Q (57085.850000 sec): 3 clusters
  Score: Raw -23369.701201 + Penalty 1742.419954 = -21627.281247
  nChanged 1
		SP:Iteration 6Q (57086.000000 sec): 3 clusters
  Score: Raw -23371.547485 + Penalty 1742.419954 = -21629.127531
  nChanged 0
		SP:Iteration 7F (57086.170000 sec): 3 clusters
  Score: Raw -23371.547485 + Penalty 1742.419954 = -21629.127531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57086.240000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57086.430000 sec): 3 clusters
  Score: Raw -47228.811685 + Penalty 1960.753022 = -45268.058663
  nChanged 94
		SP:Iteration 1F (57086.620000 sec): 3 clusters
  Score: Raw -47404.103050 + Penalty 1960.753022 = -45443.350028
  nChanged 26
		SP:Iteration 2F (57086.800000 sec): 3 clusters
  Score: Raw -47438.319374 + Penalty 1960.753022 = -45477.566352
  nChanged 8
		SP:Iteration 3Q (57086.990000 sec): 3 clusters
  Score: Raw -47450.834431 + Penalty 1960.753022 = -45490.081409
  nChanged 5
		SP:Iteration 4Q (57087.160000 sec): 3 clusters
  Score: Raw -47461.627121 + Penalty 1960.753022 = -45500.874099
  nChanged 2
		SP:Iteration 5Q (57087.300000 sec): 3 clusters
  Score: Raw -47465.250920 + Penalty 1960.753022 = -45504.497898
  nChanged 3
		SP:Iteration 6Q (57087.470000 sec): 3 clusters
  Score: Raw -47471.401173 + Penalty 1960.753022 = -45510.648151
  nChanged 2
		SP:Iteration 7Q (57087.680000 sec): 3 clusters
  Score: Raw -47473.546650 + Penalty 1960.753022 = -45512.793628
  nChanged 0
		SP:Iteration 8F (57087.820000 sec): 3 clusters
  Score: Raw -47473.546650 + Penalty 1960.753022 = -45512.793628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57087.910000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57088.100000 sec): 3 clusters
  Score: Raw -45903.084990 + Penalty 1944.779291 = -43958.305699
  nChanged 72
		SP:Iteration 1F (57088.270000 sec): 3 clusters
  Score: Raw -46037.495822 + Penalty 1944.779291 = -44092.716530
  nChanged 7
		SP:Iteration 2Q (57088.480000 sec): 3 clusters
  Score: Raw -46048.438325 + Penalty 1944.779291 = -44103.659034
  nChanged 3
		SP:Iteration 3Q (57088.600000 sec): 3 clusters
  Score: Raw -46053.016341 + Penalty 1944.779291 = -44108.237049
  nChanged 2
		SP:Iteration 4Q (57088.750000 sec): 3 clusters
  Score: Raw -46055.799312 + Penalty 1944.779291 = -44111.020021
  nChanged 0
		SP:Iteration 5F (57088.890000 sec): 3 clusters
  Score: Raw -46055.799312 + Penalty 1944.779291 = -44111.020021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57088.980000 sec): 2 clusters
  Score: Raw -106335.185415 + Penalty 1107.719581 = -105227.465834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57089.130000 sec): 3 clusters
  Score: Raw -106038.519703 + Penalty 2215.439161 = -103823.080542
  nChanged 252
		SP:Iteration 1F (57089.310000 sec): 3 clusters
  Score: Raw -106248.986973 + Penalty 2215.439161 = -104033.547812
  nChanged 57
		SP:Iteration 2F (57089.490000 sec): 3 clusters
  Score: Raw -106307.793271 + Penalty 2215.439161 = -104092.354110
  nChanged 37
		SP:Iteration 3Q (57089.670000 sec): 3 clusters
  Score: Raw -106345.606036 + Penalty 2215.439161 = -104130.166875
  nChanged 24
		SP:Iteration 4Q (57089.870000 sec): 3 clusters
  Score: Raw -106376.945698 + Penalty 2215.439161 = -104161.506537
  nChanged 19
		SP:Iteration 5Q (57090.060000 sec): 3 clusters
  Score: Raw -106399.406764 + Penalty 2215.439161 = -104183.967603
  nChanged 13
		SP:Iteration 6Q (57090.240000 sec): 3 clusters
  Score: Raw -106413.848859 + Penalty 2215.439161 = -104198.409698
  nChanged 7
		SP:Iteration 7Q (57090.440000 sec): 3 clusters
  Score: Raw -106419.579136 + Penalty 2215.439161 = -104204.139975
  nChanged 10
		SP:Iteration 8Q (57090.620000 sec): 3 clusters
  Score: Raw -106429.070722 + Penalty 2215.439161 = -104213.631561
  nChanged 9
		SP:Iteration 9Q (57090.770000 sec): 3 clusters
  Score: Raw -106437.569985 + Penalty 2215.439161 = -104222.130824
  nChanged 8
		SP:Iteration 10Q (57090.950000 sec): 3 clusters
  Score: Raw -106442.810614 + Penalty 2215.439161 = -104227.371452
  nChanged 4
		SP:Iteration 11Q (57091.140000 sec): 3 clusters
  Score: Raw -106448.169039 + Penalty 2215.439161 = -104232.729878
  nChanged 5
		SP:Iteration 12Q (57091.290000 sec): 3 clusters
  Score: Raw -106451.976287 + Penalty 2215.439161 = -104236.537126
  nChanged 4
		SP:Iteration 13Q (57091.490000 sec): 3 clusters
  Score: Raw -106457.639258 + Penalty 2215.439161 = -104242.200097
  nChanged 5
		SP:Iteration 14Q (57091.660000 sec): 3 clusters
  Score: Raw -106461.509170 + Penalty 2215.439161 = -104246.070008
  nChanged 5
		SP:Iteration 15Q (57091.830000 sec): 3 clusters
  Score: Raw -106465.292590 + Penalty 2215.439161 = -104249.853429
  nChanged 5
		SP:Iteration 16Q (57092.010000 sec): 3 clusters
  Score: Raw -106469.866146 + Penalty 2215.439161 = -104254.426985
  nChanged 4
		SP:Iteration 17Q (57092.180000 sec): 3 clusters
  Score: Raw -106474.769998 + Penalty 2215.439161 = -104259.330837
  nChanged 1
		SP:Iteration 18Q (57092.340000 sec): 3 clusters
  Score: Raw -106474.919863 + Penalty 2215.439161 = -104259.480702
  nChanged 0
		SP:Iteration 19F (57092.540000 sec): 3 clusters
  Score: Raw -106474.919863 + Penalty 2215.439161 = -104259.480702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57092.620000 sec): 2 clusters
  Score: Raw -240071.899718 + Penalty 1246.217097 = -238825.682621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57092.810000 sec): 3 clusters
  Score: Raw -239189.622862 + Penalty 2492.434194 = -236697.188668
  nChanged 728
		SP:Iteration 1F (57093.010000 sec): 3 clusters
  Score: Raw -239755.135776 + Penalty 2492.434194 = -237262.701583
  nChanged 162
		SP:Iteration 2F (57093.160000 sec): 3 clusters
  Score: Raw -239887.315994 + Penalty 2492.434194 = -237394.881800
  nChanged 117
		SP:Iteration 3F (57093.330000 sec): 3 clusters
  Score: Raw -239980.542003 + Penalty 2492.434194 = -237488.107809
  nChanged 74
		SP:Iteration 4Q (57093.480000 sec): 3 clusters
  Score: Raw -240040.261753 + Penalty 2492.434194 = -237547.827559
  nChanged 80
		SP:Iteration 5Q (57093.680000 sec): 3 clusters
  Score: Raw -240108.935937 + Penalty 2492.434194 = -237616.501743
  nChanged 75
		SP:Iteration 6Q (57093.830000 sec): 3 clusters
  Score: Raw -240171.208713 + Penalty 2492.434194 = -237678.774519
  nChanged 59
		SP:Iteration 7Q (57093.980000 sec): 3 clusters
  Score: Raw -240220.127056 + Penalty 2492.434194 = -237727.692862
  nChanged 49
		SP:Iteration 8Q (57094.170000 sec): 3 clusters
  Score: Raw -240255.339590 + Penalty 2492.434194 = -237762.905396
  nChanged 45
		SP:Iteration 9Q (57094.350000 sec): 3 clusters
  Score: Raw -240295.035669 + Penalty 2492.434194 = -237802.601475
  nChanged 57
		SP:Iteration 10Q (57094.560000 sec): 3 clusters
  Score: Raw -240354.072577 + Penalty 2492.434194 = -237861.638383
  nChanged 46
		SP:Iteration 11Q (57094.750000 sec): 3 clusters
  Score: Raw -240401.523632 + Penalty 2492.434194 = -237909.089439
  nChanged 39
		SP:Iteration 12Q (57094.940000 sec): 3 clusters
  Score: Raw -240436.746320 + Penalty 2492.434194 = -237944.312126
  nChanged 35
		SP:Iteration 13Q (57095.110000 sec): 3 clusters
  Score: Raw -240462.633092 + Penalty 2492.434194 = -237970.198898
  nChanged 34
		SP:Iteration 14Q (57095.290000 sec): 3 clusters
  Score: Raw -240483.109511 + Penalty 2492.434194 = -237990.675318
  nChanged 24
		SP:Iteration 15Q (57095.470000 sec): 3 clusters
  Score: Raw -240495.947334 + Penalty 2492.434194 = -238003.513140
  nChanged 29
		SP:Iteration 16Q (57095.650000 sec): 3 clusters
  Score: Raw -240512.448717 + Penalty 2492.434194 = -238020.014523
  nChanged 22
		SP:Iteration 17Q (57095.800000 sec): 3 clusters
  Score: Raw -240530.088823 + Penalty 2492.434194 = -238037.654629
  nChanged 23
		SP:Iteration 18Q (57095.960000 sec): 3 clusters
  Score: Raw -240551.943736 + Penalty 2492.434194 = -238059.509542
  nChanged 34
		SP:Iteration 19Q (57096.120000 sec): 3 clusters
  Score: Raw -240587.040710 + Penalty 2492.434194 = -238094.606516
  nChanged 40
		SP:Iteration 20F (57096.310000 sec): 3 clusters
  Score: Raw -240621.280731 + Penalty 2492.434194 = -238128.846537
  nChanged 25
		SP:Iteration 21Q (57096.460000 sec): 3 clusters
  Score: Raw -240643.563549 + Penalty 2492.434194 = -238151.129355
  nChanged 20
		SP:Iteration 22Q (57096.660000 sec): 3 clusters
  Score: Raw -240658.242240 + Penalty 2492.434194 = -238165.808046
  nChanged 16
		SP:Iteration 23Q (57096.810000 sec): 3 clusters
  Score: Raw -240670.771796 + Penalty 2492.434194 = -238178.337602
  nChanged 12
		SP:Iteration 24Q (57097.020000 sec): 3 clusters
  Score: Raw -240687.298111 + Penalty 2492.434194 = -238194.863917
  nChanged 19
		SP:Iteration 25Q (57097.190000 sec): 3 clusters
  Score: Raw -240707.420009 + Penalty 2492.434194 = -238214.985815
  nChanged 20
		SP:Iteration 26Q (57097.360000 sec): 3 clusters
  Score: Raw -240724.319831 + Penalty 2492.434194 = -238231.885637
  nChanged 19
		SP:Iteration 27Q (57097.550000 sec): 3 clusters
  Score: Raw -240738.365840 + Penalty 2492.434194 = -238245.931646
  nChanged 16
		SP:Iteration 28Q (57097.760000 sec): 3 clusters
  Score: Raw -240747.160768 + Penalty 2492.434194 = -238254.726574
  nChanged 9
		SP:Iteration 29Q (57097.940000 sec): 3 clusters
  Score: Raw -240753.873986 + Penalty 2492.434194 = -238261.439792
  nChanged 9
		SP:Iteration 30Q (57098.110000 sec): 3 clusters
  Score: Raw -240761.328522 + Penalty 2492.434194 = -238268.894328
  nChanged 8
		SP:Iteration 31Q (57098.290000 sec): 3 clusters
  Score: Raw -240765.522061 + Penalty 2492.434194 = -238273.087868
  nChanged 3
		SP:Iteration 32Q (57098.460000 sec): 3 clusters
  Score: Raw -240769.059338 + Penalty 2492.434194 = -238276.625144
  nChanged 5
		SP:Iteration 33Q (57098.610000 sec): 3 clusters
  Score: Raw -240771.189829 + Penalty 2492.434194 = -238278.755635
  nChanged 3
		SP:Iteration 34Q (57098.820000 sec): 3 clusters
  Score: Raw -240772.906027 + Penalty 2492.434194 = -238280.471834
  nChanged 3
		SP:Iteration 35Q (57098.940000 sec): 3 clusters
  Score: Raw -240774.305496 + Penalty 2492.434194 = -238281.871302
  nChanged 5
		SP:Iteration 36Q (57099.120000 sec): 3 clusters
  Score: Raw -240778.818219 + Penalty 2492.434194 = -238286.384025
  nChanged 3
		SP:Iteration 37Q (57099.330000 sec): 3 clusters
  Score: Raw -240780.445138 + Penalty 2492.434194 = -238288.010944
  nChanged 3
		SP:Iteration 38Q (57099.490000 sec): 3 clusters
  Score: Raw -240782.536604 + Penalty 2492.434194 = -238290.102410
  nChanged 0
		SP:Iteration 39F (57099.660000 sec): 3 clusters
  Score: Raw -240782.536604 + Penalty 2492.434194 = -238290.102410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57099.770000 sec): 2 clusters
  Score: Raw -10555.100110 + Penalty 830.698016 = -9724.402094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57099.860000 sec): 3 clusters
  Score: Raw -10822.704437 + Penalty 1661.396031 = -9161.308406
  nChanged 42
		SP:Iteration 1F (57100.030000 sec): 3 clusters
  Score: Raw -11006.478431 + Penalty 1661.396031 = -9345.082400
  nChanged 12
		SP:Iteration 2F (57100.200000 sec): 3 clusters
  Score: Raw -11090.027606 + Penalty 1661.396031 = -9428.631575
  nChanged 9
		SP:Iteration 3F (57100.430000 sec): 3 clusters
  Score: Raw -11122.489459 + Penalty 1661.396031 = -9461.093427
  nChanged 2
		SP:Iteration 4Q (57100.600000 sec): 3 clusters
  Score: Raw -11152.873759 + Penalty 1661.396031 = -9491.477728
  nChanged 1
		SP:Iteration 5Q (57100.770000 sec): 3 clusters
  Score: Raw -11176.259358 + Penalty 1661.396031 = -9514.863327
  nChanged 1
		SP:Iteration 6Q (57100.970000 sec): 3 clusters
  Score: Raw -11178.645118 + Penalty 1661.396031 = -9517.249087
  nChanged 0
		SP:Iteration 7F (57101.130000 sec): 3 clusters
  Score: Raw -11178.645118 + Penalty 1661.396031 = -9517.249087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (3207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57101.260000 sec): 2 clusters
  Score: Raw -377034.844411 + Penalty 1311.877320 = -375722.967091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57101.460000 sec): 3 clusters
  Score: Raw -375574.135677 + Penalty 2623.754640 = -372950.381037
  nChanged 1199
		SP:Iteration 1F (57101.670000 sec): 3 clusters
  Score: Raw -376398.296284 + Penalty 2623.754640 = -373774.541644
  nChanged 278
		SP:Iteration 2F (57101.850000 sec): 3 clusters
  Score: Raw -376663.982271 + Penalty 2623.754640 = -374040.227631
  nChanged 214
		SP:Iteration 3F (57102.000000 sec): 3 clusters
  Score: Raw -376904.391457 + Penalty 2623.754640 = -374280.636817
  nChanged 166
		SP:Iteration 4F (57102.180000 sec): 3 clusters
  Score: Raw -377092.642216 + Penalty 2623.754640 = -374468.887576
  nChanged 186
		SP:Iteration 5F (57102.390000 sec): 3 clusters
  Score: Raw -377274.814920 + Penalty 2623.754640 = -374651.060280
  nChanged 151
		SP:Iteration 6Q (57102.590000 sec): 3 clusters
  Score: Raw -377427.167868 + Penalty 2623.754640 = -374803.413228
  nChanged 141
		SP:Iteration 7Q (57102.750000 sec): 3 clusters
  Score: Raw -377539.192084 + Penalty 2623.754640 = -374915.437444
  nChanged 77
		SP:Iteration 8Q (57102.950000 sec): 3 clusters
  Score: Raw -377584.822369 + Penalty 2623.754640 = -374961.067729
  nChanged 57
		SP:Iteration 9Q (57103.110000 sec): 3 clusters
  Score: Raw -377620.516869 + Penalty 2623.754640 = -374996.762229
  nChanged 49
		SP:Iteration 10Q (57103.290000 sec): 3 clusters
  Score: Raw -377641.585944 + Penalty 2623.754640 = -375017.831304
  nChanged 30
		SP:Iteration 11Q (57103.490000 sec): 3 clusters
  Score: Raw -377652.582766 + Penalty 2623.754640 = -375028.828126
  nChanged 21
		SP:Iteration 12Q (57103.690000 sec): 3 clusters
  Score: Raw -377662.748462 + Penalty 2623.754640 = -375038.993822
  nChanged 17
		SP:Iteration 13Q (57103.870000 sec): 3 clusters
  Score: Raw -377669.367001 + Penalty 2623.754640 = -375045.612361
  nChanged 20
		SP:Iteration 14Q (57104.010000 sec): 3 clusters
  Score: Raw -377678.204477 + Penalty 2623.754640 = -375054.449837
  nChanged 18
		SP:Iteration 15Q (57104.210000 sec): 3 clusters
  Score: Raw -377684.127677 + Penalty 2623.754640 = -375060.373037
  nChanged 16
		SP:Iteration 16Q (57104.390000 sec): 3 clusters
  Score: Raw -377690.439865 + Penalty 2623.754640 = -375066.685225
  nChanged 12
		SP:Iteration 17Q (57104.560000 sec): 3 clusters
  Score: Raw -377695.208741 + Penalty 2623.754640 = -375071.454101
  nChanged 12
		SP:Iteration 18Q (57104.730000 sec): 3 clusters
  Score: Raw -377699.448902 + Penalty 2623.754640 = -375075.694262
  nChanged 12
		SP:Iteration 19Q (57104.930000 sec): 3 clusters
  Score: Raw -377705.390498 + Penalty 2623.754640 = -375081.635858
  nChanged 11
		SP:Iteration 20F (57105.160000 sec): 3 clusters
  Score: Raw -377711.483633 + Penalty 2623.754640 = -375087.728993
  nChanged 14
		SP:Iteration 21Q (57105.310000 sec): 3 clusters
  Score: Raw -377719.106752 + Penalty 2623.754640 = -375095.352112
  nChanged 13
		SP:Iteration 22Q (57105.490000 sec): 3 clusters
  Score: Raw -377725.042893 + Penalty 2623.754640 = -375101.288253
  nChanged 8
		SP:Iteration 23Q (57105.680000 sec): 3 clusters
  Score: Raw -377729.082438 + Penalty 2623.754640 = -375105.327798
  nChanged 10
		SP:Iteration 24Q (57105.880000 sec): 3 clusters
  Score: Raw -377734.306495 + Penalty 2623.754640 = -375110.551855
  nChanged 11
		SP:Iteration 25Q (57106.070000 sec): 3 clusters
  Score: Raw -377738.866583 + Penalty 2623.754640 = -375115.111943
  nChanged 10
		SP:Iteration 26Q (57106.270000 sec): 3 clusters
  Score: Raw -377742.986763 + Penalty 2623.754640 = -375119.232123
  nChanged 12
		SP:Iteration 27Q (57106.400000 sec): 3 clusters
  Score: Raw -377746.580939 + Penalty 2623.754640 = -375122.826299
  nChanged 8
		SP:Iteration 28Q (57106.590000 sec): 3 clusters
  Score: Raw -377750.034518 + Penalty 2623.754640 = -375126.279878
  nChanged 8
		SP:Iteration 29Q (57106.770000 sec): 3 clusters
  Score: Raw -377753.965621 + Penalty 2623.754640 = -375130.210982
  nChanged 11
		SP:Iteration 30Q (57106.950000 sec): 3 clusters
  Score: Raw -377758.725551 + Penalty 2623.754640 = -375134.970911
  nChanged 10
		SP:Iteration 31Q (57107.100000 sec): 3 clusters
  Score: Raw -377762.675741 + Penalty 2623.754640 = -375138.921101
  nChanged 12
		SP:Iteration 32Q (57107.250000 sec): 3 clusters
  Score: Raw -377769.284016 + Penalty 2623.754640 = -375145.529376
  nChanged 14
		SP:Iteration 33Q (57107.470000 sec): 3 clusters
  Score: Raw -377776.731406 + Penalty 2623.754640 = -375152.976766
  nChanged 16
		SP:Iteration 34Q (57107.660000 sec): 3 clusters
  Score: Raw -377785.236918 + Penalty 2623.754640 = -375161.482278
  nChanged 17
		SP:Iteration 35Q (57107.800000 sec): 3 clusters
  Score: Raw -377796.886527 + Penalty 2623.754640 = -375173.131887
  nChanged 20
		SP:Iteration 36Q (57107.980000 sec): 3 clusters
  Score: Raw -377807.946935 + Penalty 2623.754640 = -375184.192296
  nChanged 18
		SP:Iteration 37Q (57108.140000 sec): 3 clusters
  Score: Raw -377820.078592 + Penalty 2623.754640 = -375196.323952
  nChanged 16
		SP:Iteration 38Q (57108.340000 sec): 3 clusters
  Score: Raw -377831.333892 + Penalty 2623.754640 = -375207.579252
  nChanged 19
		SP:Iteration 39Q (57108.520000 sec): 3 clusters
  Score: Raw -377849.811290 + Penalty 2623.754640 = -375226.056650
  nChanged 23
		SP:Iteration 40F (57108.680000 sec): 3 clusters
  Score: Raw -377867.711533 + Penalty 2623.754640 = -375243.956893
  nChanged 15
		SP:Iteration 41Q (57108.870000 sec): 3 clusters
  Score: Raw -377875.729955 + Penalty 2623.754640 = -375251.975315
  nChanged 13
		SP:Iteration 42Q (57109.060000 sec): 3 clusters
  Score: Raw -377881.919080 + Penalty 2623.754640 = -375258.164440
  nChanged 6
		SP:Iteration 43Q (57109.190000 sec): 3 clusters
  Score: Raw -377884.566419 + Penalty 2623.754640 = -375260.811779
  nChanged 8
		SP:Iteration 44Q (57109.400000 sec): 3 clusters
  Score: Raw -377887.760027 + Penalty 2623.754640 = -375264.005387
  nChanged 5
		SP:Iteration 45Q (57109.570000 sec): 3 clusters
  Score: Raw -377889.141248 + Penalty 2623.754640 = -375265.386608
  nChanged 3
		SP:Iteration 46Q (57109.760000 sec): 3 clusters
  Score: Raw -377891.112252 + Penalty 2623.754640 = -375267.357612
  nChanged 5
		SP:Iteration 47Q (57109.940000 sec): 3 clusters
  Score: Raw -377893.594308 + Penalty 2623.754640 = -375269.839668
  nChanged 4
		SP:Iteration 48Q (57110.110000 sec): 3 clusters
  Score: Raw -377895.149409 + Penalty 2623.754640 = -375271.394769
  nChanged 5
		SP:Iteration 49Q (57110.290000 sec): 3 clusters
  Score: Raw -377896.766382 + Penalty 2623.754640 = -375273.011742
  nChanged 3
		SP:Iteration 50Q (57110.450000 sec): 3 clusters
  Score: Raw -377898.317731 + Penalty 2623.754640 = -375274.563091
  nChanged 4
		SP:Iteration 51Q (57110.660000 sec): 3 clusters
  Score: Raw -377899.997277 + Penalty 2623.754640 = -375276.242638
  nChanged 7
		SP:Iteration 52Q (57110.800000 sec): 3 clusters
  Score: Raw -377901.968487 + Penalty 2623.754640 = -375278.213847
  nChanged 2
		SP:Iteration 53Q (57110.970000 sec): 3 clusters
  Score: Raw -377902.649365 + Penalty 2623.754640 = -375278.894725
  nChanged 5
		SP:Iteration 54Q (57111.170000 sec): 3 clusters
  Score: Raw -377904.880752 + Penalty 2623.754640 = -375281.126112
  nChanged 3
		SP:Iteration 55Q (57111.360000 sec): 3 clusters
  Score: Raw -377906.365869 + Penalty 2623.754640 = -375282.611229
  nChanged 2
		SP:Iteration 56Q (57111.540000 sec): 3 clusters
  Score: Raw -377907.213070 + Penalty 2623.754640 = -375283.458430
  nChanged 2
		SP:Iteration 57Q (57111.710000 sec): 3 clusters
  Score: Raw -377907.768309 + Penalty 2623.754640 = -375284.013669
  nChanged 1
		SP:Iteration 58Q (57111.920000 sec): 3 clusters
  Score: Raw -377907.975846 + Penalty 2623.754640 = -375284.221206
  nChanged 1
		SP:Iteration 59Q (57112.100000 sec): 3 clusters
  Score: Raw -377908.197427 + Penalty 2623.754640 = -375284.442787
  nChanged 1
		SP:Iteration 60F (57112.280000 sec): 3 clusters
  Score: Raw -377909.265629 + Penalty 2623.754640 = -375285.510989
  nChanged 3
		SP:Iteration 61Q (57112.460000 sec): 3 clusters
  Score: Raw -377910.102314 + Penalty 2623.754640 = -375286.347674
  nChanged 1
		SP:Iteration 62Q (57112.660000 sec): 3 clusters
  Score: Raw -377910.360146 + Penalty 2623.754640 = -375286.605506
  nChanged 1
		SP:Iteration 63Q (57112.830000 sec): 3 clusters
  Score: Raw -377910.650524 + Penalty 2623.754640 = -375286.895885
  nChanged 2
		SP:Iteration 64Q (57113.050000 sec): 3 clusters
  Score: Raw -377911.090180 + Penalty 2623.754640 = -375287.335540
  nChanged 2
		SP:Iteration 65Q (57113.210000 sec): 3 clusters
  Score: Raw -377911.723678 + Penalty 2623.754640 = -375287.969038
  nChanged 2
		SP:Iteration 66Q (57113.380000 sec): 3 clusters
  Score: Raw -377912.770944 + Penalty 2623.754640 = -375289.016305
  nChanged 5
		SP:Iteration 67Q (57113.570000 sec): 3 clusters
  Score: Raw -377914.127241 + Penalty 2623.754640 = -375290.372601
  nChanged 3
		SP:Iteration 68Q (57113.730000 sec): 3 clusters
  Score: Raw -377915.348394 + Penalty 2623.754640 = -375291.593754
  nChanged 4
		SP:Iteration 69Q (57113.890000 sec): 3 clusters
  Score: Raw -377918.041622 + Penalty 2623.754640 = -375294.286982
  nChanged 5
		SP:Iteration 70Q (57114.090000 sec): 3 clusters
  Score: Raw -377919.952053 + Penalty 2623.754640 = -375296.197413
  nChanged 3
		SP:Iteration 71Q (57114.230000 sec): 3 clusters
  Score: Raw -377920.701039 + Penalty 2623.754640 = -375296.946399
  nChanged 1
		SP:Iteration 72Q (57114.420000 sec): 3 clusters
  Score: Raw -377920.813263 + Penalty 2623.754640 = -375297.058623
  nChanged 0
		SP:Iteration 73F (57114.590000 sec): 3 clusters
  Score: Raw -377920.813263 + Penalty 2623.754640 = -375297.058623
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 117 (3252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57114.720000 sec): 2 clusters
  Score: Raw -390042.573954 + Penalty 1314.141639 = -388728.432315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57114.900000 sec): 3 clusters
  Score: Raw -388493.147263 + Penalty 2628.283278 = -385864.863985
  nChanged 1242
		SP:Iteration 1F (57115.080000 sec): 3 clusters
  Score: Raw -389201.984343 + Penalty 2628.283278 = -386573.701065
  nChanged 253
		SP:Iteration 2F (57115.260000 sec): 3 clusters
  Score: Raw -389369.148135 + Penalty 2628.283278 = -386740.864857
  nChanged 187
		SP:Iteration 3F (57115.440000 sec): 3 clusters
  Score: Raw -389478.300479 + Penalty 2628.283278 = -386850.017201
  nChanged 123
		SP:Iteration 4Q (57115.620000 sec): 3 clusters
  Score: Raw -389548.482691 + Penalty 2628.283278 = -386920.199413
  nChanged 115
		SP:Iteration 5Q (57115.820000 sec): 3 clusters
  Score: Raw -389613.320892 + Penalty 2628.283278 = -386985.037614
  nChanged 94
		SP:Iteration 6Q (57115.960000 sec): 3 clusters
  Score: Raw -389665.542725 + Penalty 2628.283278 = -387037.259447
  nChanged 91
		SP:Iteration 7Q (57116.170000 sec): 3 clusters
  Score: Raw -389713.304649 + Penalty 2628.283278 = -387085.021371
  nChanged 74
		SP:Iteration 8Q (57116.330000 sec): 3 clusters
  Score: Raw -389749.778730 + Penalty 2628.283278 = -387121.495452
  nChanged 59
		SP:Iteration 9Q (57116.490000 sec): 3 clusters
  Score: Raw -389777.464106 + Penalty 2628.283278 = -387149.180828
  nChanged 51
		SP:Iteration 10Q (57116.650000 sec): 3 clusters
  Score: Raw -389800.341898 + Penalty 2628.283278 = -387172.058620
  nChanged 38
		SP:Iteration 11Q (57116.860000 sec): 3 clusters
  Score: Raw -389817.000761 + Penalty 2628.283278 = -387188.717483
  nChanged 40
		SP:Iteration 12Q (57117.040000 sec): 3 clusters
  Score: Raw -389833.229428 + Penalty 2628.283278 = -387204.946150
  nChanged 36
		SP:Iteration 13Q (57117.250000 sec): 3 clusters
  Score: Raw -389845.406127 + Penalty 2628.283278 = -387217.122849
  nChanged 31
		SP:Iteration 14Q (57117.420000 sec): 3 clusters
  Score: Raw -389856.983726 + Penalty 2628.283278 = -387228.700449
  nChanged 25
		SP:Iteration 15Q (57117.590000 sec): 3 clusters
  Score: Raw -389867.597729 + Penalty 2628.283278 = -387239.314451
  nChanged 24
		SP:Iteration 16Q (57117.780000 sec): 3 clusters
  Score: Raw -389876.234947 + Penalty 2628.283278 = -387247.951669
  nChanged 17
		SP:Iteration 17Q (57117.930000 sec): 3 clusters
  Score: Raw -389881.838397 + Penalty 2628.283278 = -387253.555119
  nChanged 10
		SP:Iteration 18Q (57118.150000 sec): 3 clusters
  Score: Raw -389886.400956 + Penalty 2628.283278 = -387258.117678
  nChanged 18
		SP:Iteration 19Q (57118.340000 sec): 3 clusters
  Score: Raw -389893.509470 + Penalty 2628.283278 = -387265.226192
  nChanged 23
		SP:Iteration 20F (57118.520000 sec): 3 clusters
  Score: Raw -389901.353206 + Penalty 2628.283278 = -387273.069928
  nChanged 18
		SP:Iteration 21Q (57118.720000 sec): 3 clusters
  Score: Raw -389908.785708 + Penalty 2628.283278 = -387280.502430
  nChanged 20
		SP:Iteration 22Q (57118.900000 sec): 3 clusters
  Score: Raw -389916.782071 + Penalty 2628.283278 = -387288.498793
  nChanged 22
		SP:Iteration 23Q (57119.060000 sec): 3 clusters
  Score: Raw -389925.979614 + Penalty 2628.283278 = -387297.696336
  nChanged 31
		SP:Iteration 24Q (57119.230000 sec): 3 clusters
  Score: Raw -389938.435841 + Penalty 2628.283278 = -387310.152563
  nChanged 23
		SP:Iteration 25Q (57119.440000 sec): 3 clusters
  Score: Raw -389946.489760 + Penalty 2628.283278 = -387318.206482
  nChanged 22
		SP:Iteration 26Q (57119.590000 sec): 3 clusters
  Score: Raw -389955.190872 + Penalty 2628.283278 = -387326.907594
  nChanged 16
		SP:Iteration 27Q (57119.740000 sec): 3 clusters
  Score: Raw -389961.537608 + Penalty 2628.283278 = -387333.254330
  nChanged 19
		SP:Iteration 28Q (57119.900000 sec): 3 clusters
  Score: Raw -389967.338665 + Penalty 2628.283278 = -387339.055387
  nChanged 15
		SP:Iteration 29Q (57120.060000 sec): 3 clusters
  Score: Raw -389972.194983 + Penalty 2628.283278 = -387343.911705
  nChanged 12
		SP:Iteration 30Q (57120.240000 sec): 3 clusters
  Score: Raw -389975.014351 + Penalty 2628.283278 = -387346.731073
  nChanged 8
		SP:Iteration 31Q (57120.480000 sec): 3 clusters
  Score: Raw -389978.128478 + Penalty 2628.283278 = -387349.845200
  nChanged 7
		SP:Iteration 32Q (57120.620000 sec): 3 clusters
  Score: Raw -389980.810183 + Penalty 2628.283278 = -387352.526905
  nChanged 8
		SP:Iteration 33Q (57120.820000 sec): 3 clusters
  Score: Raw -389982.430521 + Penalty 2628.283278 = -387354.147243
  nChanged 8
		SP:Iteration 34Q (57120.970000 sec): 3 clusters
  Score: Raw -389984.776802 + Penalty 2628.283278 = -387356.493524
  nChanged 10
		SP:Iteration 35Q (57121.160000 sec): 3 clusters
  Score: Raw -389988.450359 + Penalty 2628.283278 = -387360.167081
  nChanged 8
		SP:Iteration 36Q (57121.340000 sec): 3 clusters
  Score: Raw -389989.958697 + Penalty 2628.283278 = -387361.675419
  nChanged 5
		SP:Iteration 37Q (57121.490000 sec): 3 clusters
  Score: Raw -389991.016811 + Penalty 2628.283278 = -387362.733533
  nChanged 3
		SP:Iteration 38Q (57121.680000 sec): 3 clusters
  Score: Raw -389991.975038 + Penalty 2628.283278 = -387363.691760
  nChanged 2
		SP:Iteration 39Q (57121.880000 sec): 3 clusters
  Score: Raw -389992.679415 + Penalty 2628.283278 = -387364.396137
  nChanged 0
		SP:Iteration 40F (57122.020000 sec): 3 clusters
  Score: Raw -389992.679415 + Penalty 2628.283278 = -387364.396137
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 118 (317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57122.130000 sec): 2 clusters
  Score: Raw -25406.457780 + Penalty 935.821538 = -24470.636242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57122.300000 sec): 3 clusters
  Score: Raw -25580.082525 + Penalty 1871.643077 = -23708.439449
  nChanged 73
		SP:Iteration 1F (57122.480000 sec): 3 clusters
  Score: Raw -25850.340122 + Penalty 1871.643077 = -23978.697045
  nChanged 23
		SP:Iteration 2F (57122.670000 sec): 3 clusters
  Score: Raw -25969.492765 + Penalty 1871.643077 = -24097.849688
  nChanged 8
		SP:Iteration 3Q (57122.820000 sec): 3 clusters
  Score: Raw -26001.749788 + Penalty 1871.643077 = -24130.106711
  nChanged 6
		SP:Iteration 4Q (57123.000000 sec): 3 clusters
  Score: Raw -26023.800547 + Penalty 1871.643077 = -24152.157470
  nChanged 1
		SP:Iteration 5Q (57123.200000 sec): 3 clusters
  Score: Raw -26031.441293 + Penalty 1871.643077 = -24159.798216
  nChanged 1
		SP:Iteration 6Q (57123.340000 sec): 3 clusters
  Score: Raw -26032.547551 + Penalty 1871.643077 = -24160.904474
  nChanged 0
		SP:Iteration 7F (57123.550000 sec): 3 clusters
  Score: Raw -26032.547551 + Penalty 1871.643077 = -24160.904474
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 119 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57123.640000 sec): 2 clusters
  Score: Raw -11705.748465 + Penalty 829.716140 = -10876.032325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57123.820000 sec): 3 clusters
  Score: Raw -12039.324754 + Penalty 1659.432279 = -10379.892475
  nChanged 35
		SP:Iteration 1F (57123.960000 sec): 3 clusters
  Score: Raw -12183.559152 + Penalty 1659.432279 = -10524.126873
  nChanged 8
		SP:Iteration 2Q (57124.160000 sec): 3 clusters
  Score: Raw -12235.428217 + Penalty 1659.432279 = -10575.995938
  nChanged 1
		SP:Iteration 3Q (57124.310000 sec): 3 clusters
  Score: Raw -12240.480173 + Penalty 1659.432279 = -10581.047894
  nChanged 0
		SP:Iteration 4F (57124.470000 sec): 3 clusters
  Score: Raw -12240.480173 + Penalty 1659.432279 = -10581.047894
  nChanged 0
Iteration 419Q (57232.990000 sec): 120 clusters
  Score: Raw -106220848.853799 + Penalty 265331.024965 = -105955517.828834
  nChanged 42
Iteration 420F (57412.550000 sec): 120 clusters
  Score: Raw -106220854.064480 + Penalty 265331.024965 = -105955523.039515
  nChanged 31
Iteration 421Q (57546.430000 sec): 120 clusters
  Score: Raw -106220857.017606 + Penalty 265331.024965 = -105955525.992641
  nChanged 27
Iteration 422Q (57673.700000 sec): 120 clusters
  Score: Raw -106220859.733496 + Penalty 265331.024965 = -105955528.708531
  nChanged 26
Iteration 423Q (57807.570000 sec): 120 clusters
  Score: Raw -106220862.477335 + Penalty 265331.024965 = -105955531.452370
  nChanged 26
Iteration 424Q (57940.920000 sec): 120 clusters
  Score: Raw -106220865.672900 + Penalty 265331.024965 = -105955534.647935
  nChanged 25
Iteration 425Q (58077.450000 sec): 120 clusters
  Score: Raw -106220869.472778 + Penalty 265331.024965 = -105955538.447813
  nChanged 33
Iteration 426Q (58220.240000 sec): 120 clusters
  Score: Raw -106220873.536822 + Penalty 265331.024965 = -105955542.511857
  nChanged 34
Iteration 427Q (58352.250000 sec): 120 clusters
  Score: Raw -106220876.693504 + Penalty 265331.024965 = -105955545.668539
  nChanged 34
Iteration 428Q (58492.530000 sec): 120 clusters
  Score: Raw -106220880.093626 + Penalty 265331.024965 = -105955549.068661
  nChanged 29
Iteration 429Q (58628.480000 sec): 120 clusters
  Score: Raw -106220883.440216 + Penalty 265331.024965 = -105955552.415251
  nChanged 24
Iteration 430Q (58767.400000 sec): 120 clusters
  Score: Raw -106220886.182577 + Penalty 265331.024965 = -105955555.157612
  nChanged 21
Iteration 431Q (58907.360000 sec): 120 clusters
  Score: Raw -106220889.310381 + Penalty 265331.024965 = -105955558.285416
  nChanged 19
Iteration 432Q (59048.190000 sec): 120 clusters
  Score: Raw -106220891.706222 + Penalty 265331.024965 = -105955560.681257
  nChanged 15
Iteration 433Q (59185.860000 sec): 120 clusters
  Score: Raw -106220893.487972 + Penalty 265331.024965 = -105955562.463007
  nChanged 11
Iteration 434Q (59320.090000 sec): 120 clusters
  Score: Raw -106220894.495126 + Penalty 265331.024965 = -105955563.470161
  nChanged 7
Iteration 435Q (59454.960000 sec): 120 clusters
  Score: Raw -106220895.166431 + Penalty 265331.024965 = -105955564.141467
  nChanged 7
Iteration 436Q (59592.810000 sec): 120 clusters
  Score: Raw -106220895.705002 + Penalty 265331.024965 = -105955564.680037
  nChanged 6
Iteration 437Q (59734.240000 sec): 120 clusters
  Score: Raw -106220896.232184 + Penalty 265331.024965 = -105955565.207219
  nChanged 2
Iteration 438Q (59874.490000 sec): 120 clusters
  Score: Raw -106220896.330188 + Penalty 265331.024965 = -105955565.305223
  nChanged 2
Iteration 439Q (60016.980000 sec): 120 clusters
  Score: Raw -106220896.521542 + Penalty 265331.024965 = -105955565.496577
  nChanged 1
Iteration 440F (60212.480000 sec): 120 clusters
  Score: Raw -106220896.559856 + Penalty 265331.024965 = -105955565.534891
  nChanged 0
Writing temp clu file 
Because OldScore, -105955565.496577, is greater than current (better) Score,-105955565.534891 
 Compute initial score before splitting:   Score: Raw -106220896.559856 + Penalty 265331.024965 = -105955565.534891
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 1 (1298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60212.790000 sec): 2 clusters
  Score: Raw -138066.568075 + Penalty 1164.894233 = -136901.673842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60212.980000 sec): 3 clusters
  Score: Raw -137618.333354 + Penalty 2329.788467 = -135288.544887
  nChanged 439
		SP:Iteration 1F (60213.170000 sec): 3 clusters
  Score: Raw -138055.366507 + Penalty 2329.788467 = -135725.578041
  nChanged 114
		SP:Iteration 2F (60213.340000 sec): 3 clusters
  Score: Raw -138214.243307 + Penalty 2329.788467 = -135884.454840
  nChanged 83
		SP:Iteration 3F (60213.530000 sec): 3 clusters
  Score: Raw -138314.613432 + Penalty 2329.788467 = -135984.824965
  nChanged 56
		SP:Iteration 4Q (60213.670000 sec): 3 clusters
  Score: Raw -138382.412508 + Penalty 2329.788467 = -136052.624042
  nChanged 43
		SP:Iteration 5Q (60213.840000 sec): 3 clusters
  Score: Raw -138427.887497 + Penalty 2329.788467 = -136098.099030
  nChanged 25
		SP:Iteration 6Q (60214.030000 sec): 3 clusters
  Score: Raw -138451.659670 + Penalty 2329.788467 = -136121.871203
  nChanged 19
		SP:Iteration 7Q (60214.210000 sec): 3 clusters
  Score: Raw -138468.828788 + Penalty 2329.788467 = -136139.040321
  nChanged 12
		SP:Iteration 8Q (60214.360000 sec): 3 clusters
  Score: Raw -138478.682140 + Penalty 2329.788467 = -136148.893673
  nChanged 10
		SP:Iteration 9Q (60214.560000 sec): 3 clusters
  Score: Raw -138487.989691 + Penalty 2329.788467 = -136158.201224
  nChanged 5
		SP:Iteration 10Q (60214.740000 sec): 3 clusters
  Score: Raw -138492.616560 + Penalty 2329.788467 = -136162.828093
  nChanged 10
		SP:Iteration 11Q (60214.880000 sec): 3 clusters
  Score: Raw -138503.942059 + Penalty 2329.788467 = -136174.153592
  nChanged 7
		SP:Iteration 12Q (60215.080000 sec): 3 clusters
  Score: Raw -138508.810517 + Penalty 2329.788467 = -136179.022050
  nChanged 2
		SP:Iteration 13Q (60215.270000 sec): 3 clusters
  Score: Raw -138509.743425 + Penalty 2329.788467 = -136179.954959
  nChanged 1
		SP:Iteration 14Q (60215.400000 sec): 3 clusters
  Score: Raw -138510.470313 + Penalty 2329.788467 = -136180.681846
  nChanged 0
		SP:Iteration 15F (60215.570000 sec): 3 clusters
  Score: Raw -138510.470313 + Penalty 2329.788467 = -136180.681846
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 2 (2642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60215.670000 sec): 2 clusters
  Score: Raw -310848.114453 + Penalty 1280.384866 = -309567.729586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60215.880000 sec): 3 clusters
  Score: Raw -309654.934133 + Penalty 2560.769733 = -307094.164400
  nChanged 947
		SP:Iteration 1F (60216.040000 sec): 3 clusters
  Score: Raw -310230.072275 + Penalty 2560.769733 = -307669.302543
  nChanged 192
		SP:Iteration 2F (60216.210000 sec): 3 clusters
  Score: Raw -310352.390457 + Penalty 2560.769733 = -307791.620724
  nChanged 121
		SP:Iteration 3Q (60216.380000 sec): 3 clusters
  Score: Raw -310418.584369 + Penalty 2560.769733 = -307857.814637
  nChanged 84
		SP:Iteration 4Q (60216.580000 sec): 3 clusters
  Score: Raw -310466.211800 + Penalty 2560.769733 = -307905.442067
  nChanged 59
		SP:Iteration 5Q (60216.790000 sec): 3 clusters
  Score: Raw -310502.332673 + Penalty 2560.769733 = -307941.562941
  nChanged 68
		SP:Iteration 6Q (60217.000000 sec): 3 clusters
  Score: Raw -310543.548492 + Penalty 2560.769733 = -307982.778760
  nChanged 68
		SP:Iteration 7Q (60217.140000 sec): 3 clusters
  Score: Raw -310580.338327 + Penalty 2560.769733 = -308019.568595
  nChanged 57
		SP:Iteration 8Q (60217.310000 sec): 3 clusters
  Score: Raw -310611.183596 + Penalty 2560.769733 = -308050.413863
  nChanged 52
		SP:Iteration 9Q (60217.460000 sec): 3 clusters
  Score: Raw -310645.179249 + Penalty 2560.769733 = -308084.409516
  nChanged 42
		SP:Iteration 10Q (60217.640000 sec): 3 clusters
  Score: Raw -310674.847280 + Penalty 2560.769733 = -308114.077547
  nChanged 56
		SP:Iteration 11Q (60217.800000 sec): 3 clusters
  Score: Raw -310721.455229 + Penalty 2560.769733 = -308160.685496
  nChanged 68
		SP:Iteration 12Q (60217.980000 sec): 3 clusters
  Score: Raw -310778.678463 + Penalty 2560.769733 = -308217.908730
  nChanged 64
		SP:Iteration 13Q (60218.170000 sec): 3 clusters
  Score: Raw -310832.926704 + Penalty 2560.769733 = -308272.156972
  nChanged 76
		SP:Iteration 14Q (60218.380000 sec): 3 clusters
  Score: Raw -310910.745155 + Penalty 2560.769733 = -308349.975422
  nChanged 80
		SP:Iteration 15Q (60218.570000 sec): 3 clusters
  Score: Raw -311002.811623 + Penalty 2560.769733 = -308442.041890
  nChanged 91
		SP:Iteration 16Q (60218.770000 sec): 3 clusters
  Score: Raw -311155.594667 + Penalty 2560.769733 = -308594.824934
  nChanged 108
		SP:Iteration 17Q (60218.940000 sec): 3 clusters
  Score: Raw -311348.695035 + Penalty 2560.769733 = -308787.925302
  nChanged 104
		SP:Iteration 18Q (60219.150000 sec): 3 clusters
  Score: Raw -311570.569476 + Penalty 2560.769733 = -309009.799744
  nChanged 121
		SP:Iteration 19Q (60219.290000 sec): 3 clusters
  Score: Raw -311855.660988 + Penalty 2560.769733 = -309294.891255
  nChanged 85
		SP:Iteration 20F (60219.460000 sec): 3 clusters
  Score: Raw -312005.679427 + Penalty 2560.769733 = -309444.909694
  nChanged 56
		SP:Iteration 21Q (60219.660000 sec): 3 clusters
  Score: Raw -312054.480404 + Penalty 2560.769733 = -309493.710671
  nChanged 22
		SP:Iteration 22Q (60219.860000 sec): 3 clusters
  Score: Raw -312069.285814 + Penalty 2560.769733 = -309508.516082
  nChanged 11
		SP:Iteration 23Q (60220.030000 sec): 3 clusters
  Score: Raw -312078.090255 + Penalty 2560.769733 = -309517.320523
  nChanged 7
		SP:Iteration 24Q (60220.210000 sec): 3 clusters
  Score: Raw -312081.278141 + Penalty 2560.769733 = -309520.508409
  nChanged 7
		SP:Iteration 25Q (60220.390000 sec): 3 clusters
  Score: Raw -312085.128489 + Penalty 2560.769733 = -309524.358757
  nChanged 8
		SP:Iteration 26Q (60220.570000 sec): 3 clusters
  Score: Raw -312088.740064 + Penalty 2560.769733 = -309527.970332
  nChanged 3
		SP:Iteration 27Q (60220.780000 sec): 3 clusters
  Score: Raw -312090.083322 + Penalty 2560.769733 = -309529.313589
  nChanged 4
		SP:Iteration 28Q (60220.930000 sec): 3 clusters
  Score: Raw -312091.816535 + Penalty 2560.769733 = -309531.046802
  nChanged 3
		SP:Iteration 29Q (60221.120000 sec): 3 clusters
  Score: Raw -312094.541892 + Penalty 2560.769733 = -309533.772160
  nChanged 0
		SP:Iteration 30F (60221.280000 sec): 3 clusters
  Score: Raw -312094.541892 + Penalty 2560.769733 = -309533.772160
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 3 (49671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60221.670000 sec): 2 clusters
  Score: Raw -6159443.479502 + Penalty 1757.141188 = -6157686.338314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60222.100000 sec): 3 clusters
  Score: Raw -6128002.280899 + Penalty 3514.282376 = -6124487.998524
  nChanged 23253
		SP:Iteration 1F (60222.500000 sec): 3 clusters
  Score: Raw -6141069.758263 + Penalty 3514.282376 = -6137555.475887
  nChanged 1939
		SP:Iteration 2Q (60222.900000 sec): 3 clusters
  Score: Raw -6141613.540062 + Penalty 3514.282376 = -6138099.257686
  nChanged 1997
		SP:Iteration 3Q (60223.300000 sec): 3 clusters
  Score: Raw -6142305.790336 + Penalty 3514.282376 = -6138791.507961
  nChanged 2342
		SP:Iteration 4Q (60223.700000 sec): 3 clusters
  Score: Raw -6143314.531302 + Penalty 3514.282376 = -6139800.248926
  nChanged 2764
		SP:Iteration 5F (60224.080000 sec): 3 clusters
  Score: Raw -6144849.919266 + Penalty 3514.282376 = -6141335.636890
  nChanged 3431
		SP:Iteration 6F (60224.460000 sec): 3 clusters
  Score: Raw -6147346.163021 + Penalty 3514.282376 = -6143831.880645
  nChanged 4032
		SP:Iteration 7F (60224.840000 sec): 3 clusters
  Score: Raw -6150845.553315 + Penalty 3514.282376 = -6147331.270939
  nChanged 3845
		SP:Iteration 8F (60225.240000 sec): 3 clusters
  Score: Raw -6154464.191262 + Penalty 3514.282376 = -6150949.908886
  nChanged 2805
		SP:Iteration 9F (60225.650000 sec): 3 clusters
  Score: Raw -6157150.875391 + Penalty 3514.282376 = -6153636.593015
  nChanged 1599
		SP:Iteration 10Q (60226.050000 sec): 3 clusters
  Score: Raw -6158645.566416 + Penalty 3514.282376 = -6155131.284040
  nChanged 660
		SP:Iteration 11Q (60226.440000 sec): 3 clusters
  Score: Raw -6159227.366833 + Penalty 3514.282376 = -6155713.084457
  nChanged 262
		SP:Iteration 12Q (60226.840000 sec): 3 clusters
  Score: Raw -6159462.004229 + Penalty 3514.282376 = -6155947.721854
  nChanged 109
		SP:Iteration 13Q (60227.250000 sec): 3 clusters
  Score: Raw -6159567.380871 + Penalty 3514.282376 = -6156053.098495
  nChanged 52
		SP:Iteration 14Q (60227.660000 sec): 3 clusters
  Score: Raw -6159615.053033 + Penalty 3514.282376 = -6156100.770657
  nChanged 19
		SP:Iteration 15Q (60228.080000 sec): 3 clusters
  Score: Raw -6159634.390725 + Penalty 3514.282376 = -6156120.108349
  nChanged 14
		SP:Iteration 16Q (60228.490000 sec): 3 clusters
  Score: Raw -6159648.949852 + Penalty 3514.282376 = -6156134.667476
  nChanged 7
		SP:Iteration 17Q (60228.890000 sec): 3 clusters
  Score: Raw -6159657.031744 + Penalty 3514.282376 = -6156142.749368
  nChanged 7
		SP:Iteration 18Q (60229.240000 sec): 3 clusters
  Score: Raw -6159666.250278 + Penalty 3514.282376 = -6156151.967903
  nChanged 8
		SP:Iteration 19Q (60229.620000 sec): 3 clusters
  Score: Raw -6159677.614677 + Penalty 3514.282376 = -6156163.332301
  nChanged 8
		SP:Iteration 20F (60230.000000 sec): 3 clusters
  Score: Raw -6159685.613021 + Penalty 3514.282376 = -6156171.330645
  nChanged 3
		SP:Iteration 21Q (60230.340000 sec): 3 clusters
  Score: Raw -6159687.947484 + Penalty 3514.282376 = -6156173.665108
  nChanged 0
		SP:Iteration 22F (60230.710000 sec): 3 clusters
  Score: Raw -6159687.947484 + Penalty 3514.282376 = -6156173.665108
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 4 (2661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60230.850000 sec): 2 clusters
  Score: Raw -299174.135036 + Penalty 1281.549307 = -297892.585729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60231.020000 sec): 3 clusters
  Score: Raw -297937.428777 + Penalty 2563.098613 = -295374.330164
  nChanged 1019
		SP:Iteration 1F (60231.200000 sec): 3 clusters
  Score: Raw -298685.767192 + Penalty 2563.098613 = -296122.668579
  nChanged 273
		SP:Iteration 2F (60231.380000 sec): 3 clusters
  Score: Raw -299026.969909 + Penalty 2563.098613 = -296463.871296
  nChanged 237
		SP:Iteration 3F (60231.580000 sec): 3 clusters
  Score: Raw -299352.337586 + Penalty 2563.098613 = -296789.238973
  nChanged 211
		SP:Iteration 4F (60231.720000 sec): 3 clusters
  Score: Raw -299621.534537 + Penalty 2563.098613 = -297058.435924
  nChanged 169
		SP:Iteration 5F (60231.860000 sec): 3 clusters
  Score: Raw -299827.928567 + Penalty 2563.098613 = -297264.829954
  nChanged 134
		SP:Iteration 6F (60232.080000 sec): 3 clusters
  Score: Raw -299969.467846 + Penalty 2563.098613 = -297406.369233
  nChanged 96
		SP:Iteration 7Q (60232.240000 sec): 3 clusters
  Score: Raw -300061.299677 + Penalty 2563.098613 = -297498.201064
  nChanged 63
		SP:Iteration 8Q (60232.440000 sec): 3 clusters
  Score: Raw -300118.842280 + Penalty 2563.098613 = -297555.743667
  nChanged 45
		SP:Iteration 9Q (60232.610000 sec): 3 clusters
  Score: Raw -300150.274447 + Penalty 2563.098613 = -297587.175834
  nChanged 28
		SP:Iteration 10Q (60232.750000 sec): 3 clusters
  Score: Raw -300179.055089 + Penalty 2563.098613 = -297615.956476
  nChanged 29
		SP:Iteration 11Q (60232.940000 sec): 3 clusters
  Score: Raw -300207.245284 + Penalty 2563.098613 = -297644.146671
  nChanged 21
		SP:Iteration 12Q (60233.070000 sec): 3 clusters
  Score: Raw -300225.856451 + Penalty 2563.098613 = -297662.757838
  nChanged 18
		SP:Iteration 13Q (60233.220000 sec): 3 clusters
  Score: Raw -300246.500792 + Penalty 2563.098613 = -297683.402179
  nChanged 22
		SP:Iteration 14Q (60233.400000 sec): 3 clusters
  Score: Raw -300262.161442 + Penalty 2563.098613 = -297699.062829
  nChanged 20
		SP:Iteration 15Q (60233.570000 sec): 3 clusters
  Score: Raw -300276.561140 + Penalty 2563.098613 = -297713.462526
  nChanged 17
		SP:Iteration 16Q (60233.750000 sec): 3 clusters
  Score: Raw -300290.038974 + Penalty 2563.098613 = -297726.940361
  nChanged 19
		SP:Iteration 17Q (60233.920000 sec): 3 clusters
  Score: Raw -300300.190938 + Penalty 2563.098613 = -297737.092325
  nChanged 17
		SP:Iteration 18Q (60234.100000 sec): 3 clusters
  Score: Raw -300312.176212 + Penalty 2563.098613 = -297749.077599
  nChanged 16
		SP:Iteration 19Q (60234.280000 sec): 3 clusters
  Score: Raw -300323.687160 + Penalty 2563.098613 = -297760.588547
  nChanged 15
		SP:Iteration 20F (60234.500000 sec): 3 clusters
  Score: Raw -300335.745727 + Penalty 2563.098613 = -297772.647114
  nChanged 12
		SP:Iteration 21Q (60234.640000 sec): 3 clusters
  Score: Raw -300345.782798 + Penalty 2563.098613 = -297782.684185
  nChanged 10
		SP:Iteration 22Q (60234.790000 sec): 3 clusters
  Score: Raw -300351.345835 + Penalty 2563.098613 = -297788.247222
  nChanged 6
		SP:Iteration 23Q (60234.970000 sec): 3 clusters
  Score: Raw -300353.212333 + Penalty 2563.098613 = -297790.113720
  nChanged 2
		SP:Iteration 24Q (60235.150000 sec): 3 clusters
  Score: Raw -300353.738623 + Penalty 2563.098613 = -297790.640009
  nChanged 0
		SP:Iteration 25F (60235.360000 sec): 3 clusters
  Score: Raw -300353.738623 + Penalty 2563.098613 = -297790.640009
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 5 (228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60235.450000 sec): 2 clusters
  Score: Raw -25320.942703 + Penalty 882.268665 = -24438.674038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60235.640000 sec): 3 clusters
  Score: Raw -25534.249007 + Penalty 1764.537329 = -23769.711678
  nChanged 48
		SP:Iteration 1F (60235.810000 sec): 3 clusters
  Score: Raw -25667.795623 + Penalty 1764.537329 = -23903.258294
  nChanged 22
		SP:Iteration 2F (60235.980000 sec): 3 clusters
  Score: Raw -25722.657801 + Penalty 1764.537329 = -23958.120472
  nChanged 10
		SP:Iteration 3Q (60236.170000 sec): 3 clusters
  Score: Raw -25744.463965 + Penalty 1764.537329 = -23979.926636
  nChanged 6
		SP:Iteration 4Q (60236.350000 sec): 3 clusters
  Score: Raw -25756.214790 + Penalty 1764.537329 = -23991.677460
  nChanged 5
		SP:Iteration 5Q (60236.490000 sec): 3 clusters
  Score: Raw -25793.433953 + Penalty 1764.537329 = -24028.896624
  nChanged 1
		SP:Iteration 6Q (60236.650000 sec): 3 clusters
  Score: Raw -25812.104157 + Penalty 1764.537329 = -24047.566828
  nChanged 2
		SP:Iteration 7Q (60236.830000 sec): 3 clusters
  Score: Raw -25837.449409 + Penalty 1764.537329 = -24072.912079
  nChanged 3
		SP:Iteration 8Q (60236.980000 sec): 3 clusters
  Score: Raw -25856.037082 + Penalty 1764.537329 = -24091.499752
  nChanged 1
		SP:Iteration 9Q (60237.140000 sec): 3 clusters
  Score: Raw -25858.883626 + Penalty 1764.537329 = -24094.346297
  nChanged 0
		SP:Iteration 10F (60237.320000 sec): 3 clusters
  Score: Raw -25859.595396 + Penalty 1764.537329 = -24095.058066
  nChanged 1
		SP:Iteration 11Q (60237.510000 sec): 3 clusters
  Score: Raw -25883.339310 + Penalty 1764.537329 = -24118.801981
  nChanged 3
		SP:Iteration 12Q (60237.690000 sec): 3 clusters
  Score: Raw -25924.441318 + Penalty 1764.537329 = -24159.903989
  nChanged 1
		SP:Iteration 13Q (60237.890000 sec): 3 clusters
  Score: Raw -25930.234537 + Penalty 1764.537329 = -24165.697208
  nChanged 0
		SP:Iteration 14F (60238.040000 sec): 3 clusters
  Score: Raw -25930.234537 + Penalty 1764.537329 = -24165.697208
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 6 (543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60238.170000 sec): 2 clusters
  Score: Raw -63359.015974 + Penalty 1023.280264 = -62335.735709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60238.300000 sec): 3 clusters
  Score: Raw -63264.260659 + Penalty 2046.560529 = -61217.700130
  nChanged 127
		SP:Iteration 1F (60238.480000 sec): 3 clusters
  Score: Raw -63400.255634 + Penalty 2046.560529 = -61353.695105
  nChanged 23
		SP:Iteration 2Q (60238.660000 sec): 3 clusters
  Score: Raw -63433.850771 + Penalty 2046.560529 = -61387.290242
  nChanged 16
		SP:Iteration 3Q (60238.820000 sec): 3 clusters
  Score: Raw -63454.684833 + Penalty 2046.560529 = -61408.124304
  nChanged 12
		SP:Iteration 4Q (60238.980000 sec): 3 clusters
  Score: Raw -63471.685065 + Penalty 2046.560529 = -61425.124536
  nChanged 2
		SP:Iteration 5Q (60239.090000 sec): 3 clusters
  Score: Raw -63473.821560 + Penalty 2046.560529 = -61427.261031
  nChanged 2
		SP:Iteration 6Q (60239.300000 sec): 3 clusters
  Score: Raw -63478.022074 + Penalty 2046.560529 = -61431.461545
  nChanged 1
		SP:Iteration 7Q (60239.430000 sec): 3 clusters
  Score: Raw -63479.543775 + Penalty 2046.560529 = -61432.983246
  nChanged 1
		SP:Iteration 8Q (60239.650000 sec): 3 clusters
  Score: Raw -63481.871350 + Penalty 2046.560529 = -61435.310822
  nChanged 0
		SP:Iteration 9F (60239.740000 sec): 3 clusters
  Score: Raw -63481.871350 + Penalty 2046.560529 = -61435.310822
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 7 (8041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60239.870000 sec): 2 clusters
  Score: Raw -999267.656632 + Penalty 1461.250169 = -997806.406463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60240.060000 sec): 3 clusters
  Score: Raw -994834.925340 + Penalty 2922.500338 = -991912.425002
  nChanged 3359
		SP:Iteration 1F (60240.290000 sec): 3 clusters
  Score: Raw -996599.363609 + Penalty 2922.500338 = -993676.863271
  nChanged 470
		SP:Iteration 2F (60240.510000 sec): 3 clusters
  Score: Raw -996798.455936 + Penalty 2922.500338 = -993875.955598
  nChanged 376
		SP:Iteration 3Q (60240.740000 sec): 3 clusters
  Score: Raw -996967.255064 + Penalty 2922.500338 = -994044.754726
  nChanged 369
		SP:Iteration 4Q (60240.930000 sec): 3 clusters
  Score: Raw -997142.449684 + Penalty 2922.500338 = -994219.949346
  nChanged 355
		SP:Iteration 5Q (60241.130000 sec): 3 clusters
  Score: Raw -997306.884892 + Penalty 2922.500338 = -994384.384554
  nChanged 360
		SP:Iteration 6Q (60241.330000 sec): 3 clusters
  Score: Raw -997484.351735 + Penalty 2922.500338 = -994561.851397
  nChanged 390
		SP:Iteration 7Q (60241.530000 sec): 3 clusters
  Score: Raw -997705.769267 + Penalty 2922.500338 = -994783.268929
  nChanged 396
		SP:Iteration 8Q (60241.680000 sec): 3 clusters
  Score: Raw -997954.913358 + Penalty 2922.500338 = -995032.413020
  nChanged 414
		SP:Iteration 9F (60241.910000 sec): 3 clusters
  Score: Raw -998235.942399 + Penalty 2922.500338 = -995313.442061
  nChanged 350
		SP:Iteration 10Q (60242.110000 sec): 3 clusters
  Score: Raw -998451.214898 + Penalty 2922.500338 = -995528.714560
  nChanged 284
		SP:Iteration 11Q (60242.300000 sec): 3 clusters
  Score: Raw -998632.567183 + Penalty 2922.500338 = -995710.066845
  nChanged 249
		SP:Iteration 12Q (60242.470000 sec): 3 clusters
  Score: Raw -998780.336927 + Penalty 2922.500338 = -995857.836589
  nChanged 207
		SP:Iteration 13Q (60242.700000 sec): 3 clusters
  Score: Raw -998914.346034 + Penalty 2922.500338 = -995991.845696
  nChanged 193
		SP:Iteration 14Q (60242.870000 sec): 3 clusters
  Score: Raw -999022.276117 + Penalty 2922.500338 = -996099.775779
  nChanged 148
		SP:Iteration 15Q (60243.110000 sec): 3 clusters
  Score: Raw -999102.560732 + Penalty 2922.500338 = -996180.060394
  nChanged 118
		SP:Iteration 16Q (60243.300000 sec): 3 clusters
  Score: Raw -999158.927182 + Penalty 2922.500338 = -996236.426844
  nChanged 86
		SP:Iteration 17Q (60243.450000 sec): 3 clusters
  Score: Raw -999189.789976 + Penalty 2922.500338 = -996267.289638
  nChanged 92
		SP:Iteration 18Q (60243.710000 sec): 3 clusters
  Score: Raw -999225.770317 + Penalty 2922.500338 = -996303.269978
  nChanged 78
		SP:Iteration 19Q (60243.870000 sec): 3 clusters
  Score: Raw -999254.989262 + Penalty 2922.500338 = -996332.488923
  nChanged 57
		SP:Iteration 20F (60244.110000 sec): 3 clusters
  Score: Raw -999270.158203 + Penalty 2922.500338 = -996347.657865
  nChanged 44
		SP:Iteration 21Q (60244.290000 sec): 3 clusters
  Score: Raw -999280.440698 + Penalty 2922.500338 = -996357.940360
  nChanged 24
		SP:Iteration 22Q (60244.520000 sec): 3 clusters
  Score: Raw -999285.663157 + Penalty 2922.500338 = -996363.162819
  nChanged 20
		SP:Iteration 23Q (60244.690000 sec): 3 clusters
  Score: Raw -999290.078380 + Penalty 2922.500338 = -996367.578042
  nChanged 21
		SP:Iteration 24Q (60244.910000 sec): 3 clusters
  Score: Raw -999293.710694 + Penalty 2922.500338 = -996371.210356
  nChanged 15
		SP:Iteration 25Q (60245.140000 sec): 3 clusters
  Score: Raw -999296.723400 + Penalty 2922.500338 = -996374.223062
  nChanged 15
		SP:Iteration 26Q (60245.350000 sec): 3 clusters
  Score: Raw -999299.467043 + Penalty 2922.500338 = -996376.966704
  nChanged 5
		SP:Iteration 27Q (60245.610000 sec): 3 clusters
  Score: Raw -999300.653204 + Penalty 2922.500338 = -996378.152866
  nChanged 6
		SP:Iteration 28Q (60245.770000 sec): 3 clusters
  Score: Raw -999301.659091 + Penalty 2922.500338 = -996379.158752
  nChanged 5
		SP:Iteration 29Q (60245.970000 sec): 3 clusters
  Score: Raw -999302.207306 + Penalty 2922.500338 = -996379.706968
  nChanged 2
		SP:Iteration 30Q (60246.220000 sec): 3 clusters
  Score: Raw -999302.516005 + Penalty 2922.500338 = -996380.015667
  nChanged 2
		SP:Iteration 31Q (60246.400000 sec): 3 clusters
  Score: Raw -999302.833325 + Penalty 2922.500338 = -996380.332987
  nChanged 2
		SP:Iteration 32Q (60246.610000 sec): 3 clusters
  Score: Raw -999303.144451 + Penalty 2922.500338 = -996380.644113
  nChanged 2
		SP:Iteration 33Q (60246.820000 sec): 3 clusters
  Score: Raw -999303.564683 + Penalty 2922.500338 = -996381.064345
  nChanged 6
		SP:Iteration 34Q (60246.980000 sec): 3 clusters
  Score: Raw -999304.399371 + Penalty 2922.500338 = -996381.899033
  nChanged 3
		SP:Iteration 35Q (60247.190000 sec): 3 clusters
  Score: Raw -999305.011306 + Penalty 2922.500338 = -996382.510968
  nChanged 4
		SP:Iteration 36Q (60247.380000 sec): 3 clusters
  Score: Raw -999305.425974 + Penalty 2922.500338 = -996382.925636
  nChanged 2
		SP:Iteration 37Q (60247.600000 sec): 3 clusters
  Score: Raw -999305.672659 + Penalty 2922.500338 = -996383.172321
  nChanged 1
		SP:Iteration 38Q (60247.790000 sec): 3 clusters
  Score: Raw -999305.873308 + Penalty 2922.500338 = -996383.372970
  nChanged 1
		SP:Iteration 39Q (60247.980000 sec): 3 clusters
  Score: Raw -999306.087432 + Penalty 2922.500338 = -996383.587094
  nChanged 4
		SP:Iteration 40F (60248.200000 sec): 3 clusters
  Score: Raw -999307.000898 + Penalty 2922.500338 = -996384.500560
  nChanged 7
		SP:Iteration 41Q (60248.370000 sec): 3 clusters
  Score: Raw -999307.963500 + Penalty 2922.500338 = -996385.463162
  nChanged 2
		SP:Iteration 42Q (60248.560000 sec): 3 clusters
  Score: Raw -999308.267847 + Penalty 2922.500338 = -996385.767509
  nChanged 1
		SP:Iteration 43Q (60248.740000 sec): 3 clusters
  Score: Raw -999308.463402 + Penalty 2922.500338 = -996385.963064
  nChanged 2
		SP:Iteration 44Q (60248.940000 sec): 3 clusters
  Score: Raw -999308.772589 + Penalty 2922.500338 = -996386.272251
  nChanged 3
		SP:Iteration 45Q (60249.120000 sec): 3 clusters
  Score: Raw -999309.165871 + Penalty 2922.500338 = -996386.665533
  nChanged 2
		SP:Iteration 46Q (60249.360000 sec): 3 clusters
  Score: Raw -999309.496740 + Penalty 2922.500338 = -996386.996402
  nChanged 1
		SP:Iteration 47Q (60249.550000 sec): 3 clusters
  Score: Raw -999309.612690 + Penalty 2922.500338 = -996387.112352
  nChanged 0
		SP:Iteration 48F (60249.790000 sec): 3 clusters
  Score: Raw -999309.612690 + Penalty 2922.500338 = -996387.112352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 8 (7059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60249.910000 sec): 2 clusters
  Score: Raw -875316.165977 + Penalty 1440.084535 = -873876.081442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60250.100000 sec): 3 clusters
  Score: Raw -871446.317205 + Penalty 2880.169070 = -868566.148135
  nChanged 2994
		SP:Iteration 1F (60250.300000 sec): 3 clusters
  Score: Raw -873134.461801 + Penalty 2880.169070 = -870254.292731
  nChanged 496
		SP:Iteration 2F (60250.520000 sec): 3 clusters
  Score: Raw -873446.555259 + Penalty 2880.169070 = -870566.386189
  nChanged 432
		SP:Iteration 3F (60250.740000 sec): 3 clusters
  Score: Raw -873709.094242 + Penalty 2880.169070 = -870828.925172
  nChanged 357
		SP:Iteration 4F (60250.950000 sec): 3 clusters
  Score: Raw -873911.630797 + Penalty 2880.169070 = -871031.461727
  nChanged 316
		SP:Iteration 5Q (60251.150000 sec): 3 clusters
  Score: Raw -874092.864022 + Penalty 2880.169070 = -871212.694952
  nChanged 271
		SP:Iteration 6Q (60251.360000 sec): 3 clusters
  Score: Raw -874266.916349 + Penalty 2880.169070 = -871386.747279
  nChanged 286
		SP:Iteration 7Q (60251.530000 sec): 3 clusters
  Score: Raw -874454.107378 + Penalty 2880.169070 = -871573.938308
  nChanged 261
		SP:Iteration 8Q (60251.770000 sec): 3 clusters
  Score: Raw -874617.747898 + Penalty 2880.169070 = -871737.578828
  nChanged 255
		SP:Iteration 9Q (60251.960000 sec): 3 clusters
  Score: Raw -874763.272936 + Penalty 2880.169070 = -871883.103866
  nChanged 228
		SP:Iteration 10Q (60252.150000 sec): 3 clusters
  Score: Raw -874897.639778 + Penalty 2880.169070 = -872017.470708
  nChanged 210
		SP:Iteration 11Q (60252.320000 sec): 3 clusters
  Score: Raw -875016.085939 + Penalty 2880.169070 = -872135.916869
  nChanged 185
		SP:Iteration 12Q (60252.520000 sec): 3 clusters
  Score: Raw -875119.262661 + Penalty 2880.169070 = -872239.093590
  nChanged 165
		SP:Iteration 13Q (60252.760000 sec): 3 clusters
  Score: Raw -875193.367664 + Penalty 2880.169070 = -872313.198594
  nChanged 126
		SP:Iteration 14Q (60252.940000 sec): 3 clusters
  Score: Raw -875256.323273 + Penalty 2880.169070 = -872376.154202
  nChanged 122
		SP:Iteration 15Q (60253.130000 sec): 3 clusters
  Score: Raw -875310.678010 + Penalty 2880.169070 = -872430.508940
  nChanged 94
		SP:Iteration 16Q (60253.350000 sec): 3 clusters
  Score: Raw -875344.149868 + Penalty 2880.169070 = -872463.980797
  nChanged 75
		SP:Iteration 17Q (60253.570000 sec): 3 clusters
  Score: Raw -875367.337569 + Penalty 2880.169070 = -872487.168499
  nChanged 46
		SP:Iteration 18Q (60253.780000 sec): 3 clusters
  Score: Raw -875378.337005 + Penalty 2880.169070 = -872498.167935
  nChanged 33
		SP:Iteration 19Q (60253.920000 sec): 3 clusters
  Score: Raw -875384.438396 + Penalty 2880.169070 = -872504.269325
  nChanged 27
		SP:Iteration 20F (60254.140000 sec): 3 clusters
  Score: Raw -875392.284637 + Penalty 2880.169070 = -872512.115566
  nChanged 23
		SP:Iteration 21Q (60254.340000 sec): 3 clusters
  Score: Raw -875397.261671 + Penalty 2880.169070 = -872517.092600
  nChanged 21
		SP:Iteration 22Q (60254.530000 sec): 3 clusters
  Score: Raw -875401.173063 + Penalty 2880.169070 = -872521.003993
  nChanged 14
		SP:Iteration 23Q (60254.730000 sec): 3 clusters
  Score: Raw -875403.839581 + Penalty 2880.169070 = -872523.670511
  nChanged 13
		SP:Iteration 24Q (60254.920000 sec): 3 clusters
  Score: Raw -875406.489562 + Penalty 2880.169070 = -872526.320492
  nChanged 16
		SP:Iteration 25Q (60255.100000 sec): 3 clusters
  Score: Raw -875410.174451 + Penalty 2880.169070 = -872530.005381
  nChanged 19
		SP:Iteration 26Q (60255.280000 sec): 3 clusters
  Score: Raw -875413.479854 + Penalty 2880.169070 = -872533.310784
  nChanged 12
		SP:Iteration 27Q (60255.470000 sec): 3 clusters
  Score: Raw -875415.570199 + Penalty 2880.169070 = -872535.401128
  nChanged 11
		SP:Iteration 28Q (60255.680000 sec): 3 clusters
  Score: Raw -875417.830658 + Penalty 2880.169070 = -872537.661588
  nChanged 4
		SP:Iteration 29Q (60255.890000 sec): 3 clusters
  Score: Raw -875418.441035 + Penalty 2880.169070 = -872538.271965
  nChanged 3
		SP:Iteration 30Q (60256.130000 sec): 3 clusters
  Score: Raw -875419.122947 + Penalty 2880.169070 = -872538.953877
  nChanged 5
		SP:Iteration 31Q (60256.340000 sec): 3 clusters
  Score: Raw -875420.153540 + Penalty 2880.169070 = -872539.984470
  nChanged 6
		SP:Iteration 32Q (60256.540000 sec): 3 clusters
  Score: Raw -875421.090798 + Penalty 2880.169070 = -872540.921728
  nChanged 9
		SP:Iteration 33Q (60256.720000 sec): 3 clusters
  Score: Raw -875422.869761 + Penalty 2880.169070 = -872542.700691
  nChanged 4
		SP:Iteration 34Q (60256.930000 sec): 3 clusters
  Score: Raw -875423.532857 + Penalty 2880.169070 = -872543.363787
  nChanged 7
		SP:Iteration 35Q (60257.110000 sec): 3 clusters
  Score: Raw -875425.144601 + Penalty 2880.169070 = -872544.975531
  nChanged 8
		SP:Iteration 36Q (60257.320000 sec): 3 clusters
  Score: Raw -875427.458358 + Penalty 2880.169070 = -872547.289288
  nChanged 8
		SP:Iteration 37Q (60257.500000 sec): 3 clusters
  Score: Raw -875428.660045 + Penalty 2880.169070 = -872548.490975
  nChanged 7
		SP:Iteration 38Q (60257.710000 sec): 3 clusters
  Score: Raw -875429.692573 + Penalty 2880.169070 = -872549.523503
  nChanged 2
		SP:Iteration 39Q (60257.960000 sec): 3 clusters
  Score: Raw -875429.835099 + Penalty 2880.169070 = -872549.666029
  nChanged 0
		SP:Iteration 40F (60258.180000 sec): 3 clusters
  Score: Raw -875429.835099 + Penalty 2880.169070 = -872549.666029
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 9 (1214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60258.280000 sec): 2 clusters
  Score: Raw -131496.822642 + Penalty 1154.022345 = -130342.800296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60258.440000 sec): 3 clusters
  Score: Raw -131079.479500 + Penalty 2308.044691 = -128771.434809
  nChanged 376
		SP:Iteration 1F (60258.640000 sec): 3 clusters
  Score: Raw -131397.642165 + Penalty 2308.044691 = -129089.597475
  nChanged 107
		SP:Iteration 2F (60258.840000 sec): 3 clusters
  Score: Raw -131515.529850 + Penalty 2308.044691 = -129207.485159
  nChanged 81
		SP:Iteration 3F (60259.000000 sec): 3 clusters
  Score: Raw -131610.385172 + Penalty 2308.044691 = -129302.340481
  nChanged 55
		SP:Iteration 4Q (60259.180000 sec): 3 clusters
  Score: Raw -131670.021425 + Penalty 2308.044691 = -129361.976734
  nChanged 41
		SP:Iteration 5Q (60259.370000 sec): 3 clusters
  Score: Raw -131718.696338 + Penalty 2308.044691 = -129410.651647
  nChanged 31
		SP:Iteration 6Q (60259.570000 sec): 3 clusters
  Score: Raw -131752.801656 + Penalty 2308.044691 = -129444.756965
  nChanged 25
		SP:Iteration 7Q (60259.770000 sec): 3 clusters
  Score: Raw -131771.192264 + Penalty 2308.044691 = -129463.147573
  nChanged 14
		SP:Iteration 8Q (60259.900000 sec): 3 clusters
  Score: Raw -131783.340303 + Penalty 2308.044691 = -129475.295612
  nChanged 9
		SP:Iteration 9Q (60260.070000 sec): 3 clusters
  Score: Raw -131792.422671 + Penalty 2308.044691 = -129484.377980
  nChanged 7
		SP:Iteration 10Q (60260.220000 sec): 3 clusters
  Score: Raw -131797.921091 + Penalty 2308.044691 = -129489.876400
  nChanged 6
		SP:Iteration 11Q (60260.440000 sec): 3 clusters
  Score: Raw -131803.285431 + Penalty 2308.044691 = -129495.240740
  nChanged 8
		SP:Iteration 12Q (60260.580000 sec): 3 clusters
  Score: Raw -131813.351500 + Penalty 2308.044691 = -129505.306810
  nChanged 7
		SP:Iteration 13Q (60260.810000 sec): 3 clusters
  Score: Raw -131819.700247 + Penalty 2308.044691 = -129511.655557
  nChanged 4
		SP:Iteration 14Q (60260.960000 sec): 3 clusters
  Score: Raw -131823.035655 + Penalty 2308.044691 = -129514.990964
  nChanged 7
		SP:Iteration 15Q (60261.140000 sec): 3 clusters
  Score: Raw -131829.178912 + Penalty 2308.044691 = -129521.134221
  nChanged 12
		SP:Iteration 16Q (60261.350000 sec): 3 clusters
  Score: Raw -131839.785144 + Penalty 2308.044691 = -129531.740453
  nChanged 10
		SP:Iteration 17Q (60261.530000 sec): 3 clusters
  Score: Raw -131845.544893 + Penalty 2308.044691 = -129537.500202
  nChanged 7
		SP:Iteration 18Q (60261.700000 sec): 3 clusters
  Score: Raw -131853.900572 + Penalty 2308.044691 = -129545.855881
  nChanged 9
		SP:Iteration 19Q (60261.850000 sec): 3 clusters
  Score: Raw -131865.573278 + Penalty 2308.044691 = -129557.528588
  nChanged 11
		SP:Iteration 20F (60262.020000 sec): 3 clusters
  Score: Raw -131872.080455 + Penalty 2308.044691 = -129564.035764
  nChanged 9
		SP:Iteration 21Q (60262.180000 sec): 3 clusters
  Score: Raw -131878.635008 + Penalty 2308.044691 = -129570.590317
  nChanged 4
		SP:Iteration 22Q (60262.350000 sec): 3 clusters
  Score: Raw -131880.274986 + Penalty 2308.044691 = -129572.230295
  nChanged 2
		SP:Iteration 23Q (60262.490000 sec): 3 clusters
  Score: Raw -131881.196290 + Penalty 2308.044691 = -129573.151600
  nChanged 2
		SP:Iteration 24Q (60262.700000 sec): 3 clusters
  Score: Raw -131881.852791 + Penalty 2308.044691 = -129573.808100
  nChanged 1
		SP:Iteration 25Q (60262.880000 sec): 3 clusters
  Score: Raw -131882.053181 + Penalty 2308.044691 = -129574.008490
  nChanged 0
		SP:Iteration 26F (60263.040000 sec): 3 clusters
  Score: Raw -131882.053181 + Penalty 2308.044691 = -129574.008490
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 10 (1233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60263.140000 sec): 2 clusters
  Score: Raw -146013.747729 + Penalty 1156.545894 = -144857.201835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60263.280000 sec): 3 clusters
  Score: Raw -145591.226051 + Penalty 2313.091789 = -143278.134263
  nChanged 413
		SP:Iteration 1F (60263.460000 sec): 3 clusters
  Score: Raw -145892.115615 + Penalty 2313.091789 = -143579.023827
  nChanged 90
		SP:Iteration 2F (60263.660000 sec): 3 clusters
  Score: Raw -145956.921845 + Penalty 2313.091789 = -143643.830056
  nChanged 51
		SP:Iteration 3Q (60263.830000 sec): 3 clusters
  Score: Raw -146000.570564 + Penalty 2313.091789 = -143687.478775
  nChanged 25
		SP:Iteration 4Q (60263.980000 sec): 3 clusters
  Score: Raw -146022.028481 + Penalty 2313.091789 = -143708.936692
  nChanged 25
		SP:Iteration 5Q (60264.190000 sec): 3 clusters
  Score: Raw -146036.785346 + Penalty 2313.091789 = -143723.693557
  nChanged 10
		SP:Iteration 6Q (60264.350000 sec): 3 clusters
  Score: Raw -146041.389803 + Penalty 2313.091789 = -143728.298014
  nChanged 8
		SP:Iteration 7Q (60264.540000 sec): 3 clusters
  Score: Raw -146046.755114 + Penalty 2313.091789 = -143733.663326
  nChanged 3
		SP:Iteration 8Q (60264.690000 sec): 3 clusters
  Score: Raw -146048.452473 + Penalty 2313.091789 = -143735.360685
  nChanged 3
		SP:Iteration 9Q (60264.840000 sec): 3 clusters
  Score: Raw -146050.121803 + Penalty 2313.091789 = -143737.030014
  nChanged 6
		SP:Iteration 10Q (60264.990000 sec): 3 clusters
  Score: Raw -146053.264108 + Penalty 2313.091789 = -143740.172320
  nChanged 6
		SP:Iteration 11Q (60265.190000 sec): 3 clusters
  Score: Raw -146056.780874 + Penalty 2313.091789 = -143743.689085
  nChanged 4
		SP:Iteration 12Q (60265.350000 sec): 3 clusters
  Score: Raw -146058.243872 + Penalty 2313.091789 = -143745.152083
  nChanged 3
		SP:Iteration 13Q (60265.510000 sec): 3 clusters
  Score: Raw -146058.942699 + Penalty 2313.091789 = -143745.850911
  nChanged 0
		SP:Iteration 14F (60265.670000 sec): 3 clusters
  Score: Raw -146058.942699 + Penalty 2313.091789 = -143745.850911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 11 (2828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60265.790000 sec): 2 clusters
  Score: Raw -301481.956709 + Penalty 1291.440317 = -300190.516392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60265.960000 sec): 3 clusters
  Score: Raw -300227.151375 + Penalty 2582.880634 = -297644.270741
  nChanged 1049
		SP:Iteration 1F (60266.160000 sec): 3 clusters
  Score: Raw -300931.292839 + Penalty 2582.880634 = -298348.412206
  nChanged 231
		SP:Iteration 2F (60266.340000 sec): 3 clusters
  Score: Raw -301127.500526 + Penalty 2582.880634 = -298544.619892
  nChanged 186
		SP:Iteration 3F (60266.490000 sec): 3 clusters
  Score: Raw -301311.430890 + Penalty 2582.880634 = -298728.550256
  nChanged 162
		SP:Iteration 4F (60266.710000 sec): 3 clusters
  Score: Raw -301463.205944 + Penalty 2582.880634 = -298880.325310
  nChanged 135
		SP:Iteration 5Q (60266.860000 sec): 3 clusters
  Score: Raw -301573.723601 + Penalty 2582.880634 = -298990.842967
  nChanged 108
		SP:Iteration 6Q (60267.020000 sec): 3 clusters
  Score: Raw -301660.120881 + Penalty 2582.880634 = -299077.240247
  nChanged 85
		SP:Iteration 7Q (60267.180000 sec): 3 clusters
  Score: Raw -301729.059350 + Penalty 2582.880634 = -299146.178716
  nChanged 86
		SP:Iteration 8Q (60267.340000 sec): 3 clusters
  Score: Raw -301797.835788 + Penalty 2582.880634 = -299214.955155
  nChanged 82
		SP:Iteration 9Q (60267.520000 sec): 3 clusters
  Score: Raw -301862.903816 + Penalty 2582.880634 = -299280.023182
  nChanged 72
		SP:Iteration 10Q (60267.700000 sec): 3 clusters
  Score: Raw -301937.626097 + Penalty 2582.880634 = -299354.745463
  nChanged 83
		SP:Iteration 11Q (60267.890000 sec): 3 clusters
  Score: Raw -302035.445111 + Penalty 2582.880634 = -299452.564477
  nChanged 80
		SP:Iteration 12Q (60268.040000 sec): 3 clusters
  Score: Raw -302112.882765 + Penalty 2582.880634 = -299530.002132
  nChanged 72
		SP:Iteration 13Q (60268.230000 sec): 3 clusters
  Score: Raw -302185.964355 + Penalty 2582.880634 = -299603.083722
  nChanged 59
		SP:Iteration 14Q (60268.450000 sec): 3 clusters
  Score: Raw -302229.368244 + Penalty 2582.880634 = -299646.487611
  nChanged 50
		SP:Iteration 15Q (60268.600000 sec): 3 clusters
  Score: Raw -302263.511545 + Penalty 2582.880634 = -299680.630912
  nChanged 51
		SP:Iteration 16Q (60268.770000 sec): 3 clusters
  Score: Raw -302292.341124 + Penalty 2582.880634 = -299709.460490
  nChanged 43
		SP:Iteration 17Q (60268.960000 sec): 3 clusters
  Score: Raw -302322.083687 + Penalty 2582.880634 = -299739.203053
  nChanged 37
		SP:Iteration 18Q (60269.160000 sec): 3 clusters
  Score: Raw -302346.716122 + Penalty 2582.880634 = -299763.835488
  nChanged 35
		SP:Iteration 19Q (60269.290000 sec): 3 clusters
  Score: Raw -302367.524551 + Penalty 2582.880634 = -299784.643917
  nChanged 39
		SP:Iteration 20F (60269.470000 sec): 3 clusters
  Score: Raw -302391.627072 + Penalty 2582.880634 = -299808.746438
  nChanged 41
		SP:Iteration 21Q (60269.660000 sec): 3 clusters
  Score: Raw -302415.459150 + Penalty 2582.880634 = -299832.578516
  nChanged 41
		SP:Iteration 22Q (60269.860000 sec): 3 clusters
  Score: Raw -302440.612791 + Penalty 2582.880634 = -299857.732158
  nChanged 30
		SP:Iteration 23Q (60270.020000 sec): 3 clusters
  Score: Raw -302456.058241 + Penalty 2582.880634 = -299873.177608
  nChanged 25
		SP:Iteration 24Q (60270.250000 sec): 3 clusters
  Score: Raw -302467.564487 + Penalty 2582.880634 = -299884.683853
  nChanged 20
		SP:Iteration 25Q (60270.440000 sec): 3 clusters
  Score: Raw -302478.362452 + Penalty 2582.880634 = -299895.481818
  nChanged 27
		SP:Iteration 26Q (60270.630000 sec): 3 clusters
  Score: Raw -302494.184247 + Penalty 2582.880634 = -299911.303613
  nChanged 24
		SP:Iteration 27Q (60270.790000 sec): 3 clusters
  Score: Raw -302507.770931 + Penalty 2582.880634 = -299924.890297
  nChanged 20
		SP:Iteration 28Q (60270.950000 sec): 3 clusters
  Score: Raw -302517.271460 + Penalty 2582.880634 = -299934.390826
  nChanged 8
		SP:Iteration 29Q (60271.140000 sec): 3 clusters
  Score: Raw -302520.475012 + Penalty 2582.880634 = -299937.594378
  nChanged 9
		SP:Iteration 30Q (60271.310000 sec): 3 clusters
  Score: Raw -302524.036803 + Penalty 2582.880634 = -299941.156169
  nChanged 8
		SP:Iteration 31Q (60271.480000 sec): 3 clusters
  Score: Raw -302528.766623 + Penalty 2582.880634 = -299945.885989
  nChanged 14
		SP:Iteration 32Q (60271.660000 sec): 3 clusters
  Score: Raw -302536.335987 + Penalty 2582.880634 = -299953.455353
  nChanged 16
		SP:Iteration 33Q (60271.860000 sec): 3 clusters
  Score: Raw -302544.088614 + Penalty 2582.880634 = -299961.207980
  nChanged 11
		SP:Iteration 34Q (60272.020000 sec): 3 clusters
  Score: Raw -302549.387026 + Penalty 2582.880634 = -299966.506392
  nChanged 4
		SP:Iteration 35Q (60272.180000 sec): 3 clusters
  Score: Raw -302552.216081 + Penalty 2582.880634 = -299969.335447
  nChanged 10
		SP:Iteration 36Q (60272.360000 sec): 3 clusters
  Score: Raw -302558.768335 + Penalty 2582.880634 = -299975.887702
  nChanged 12
		SP:Iteration 37Q (60272.590000 sec): 3 clusters
  Score: Raw -302565.084675 + Penalty 2582.880634 = -299982.204041
  nChanged 14
		SP:Iteration 38Q (60272.740000 sec): 3 clusters
  Score: Raw -302573.251655 + Penalty 2582.880634 = -299990.371021
  nChanged 22
		SP:Iteration 39Q (60272.950000 sec): 3 clusters
  Score: Raw -302584.343531 + Penalty 2582.880634 = -300001.462898
  nChanged 12
		SP:Iteration 40F (60273.110000 sec): 3 clusters
  Score: Raw -302588.977126 + Penalty 2582.880634 = -300006.096493
  nChanged 5
		SP:Iteration 41Q (60273.350000 sec): 3 clusters
  Score: Raw -302590.087835 + Penalty 2582.880634 = -300007.207202
  nChanged 4
		SP:Iteration 42Q (60273.530000 sec): 3 clusters
  Score: Raw -302591.596834 + Penalty 2582.880634 = -300008.716200
  nChanged 1
		SP:Iteration 43Q (60273.680000 sec): 3 clusters
  Score: Raw -302591.851817 + Penalty 2582.880634 = -300008.971183
  nChanged 3
		SP:Iteration 44Q (60273.910000 sec): 3 clusters
  Score: Raw -302593.393224 + Penalty 2582.880634 = -300010.512590
  nChanged 2
		SP:Iteration 45Q (60274.080000 sec): 3 clusters
  Score: Raw -302594.451780 + Penalty 2582.880634 = -300011.571147
  nChanged 2
		SP:Iteration 46Q (60274.280000 sec): 3 clusters
  Score: Raw -302595.241111 + Penalty 2582.880634 = -300012.360478
  nChanged 1
		SP:Iteration 47Q (60274.440000 sec): 3 clusters
  Score: Raw -302595.636269 + Penalty 2582.880634 = -300012.755635
  nChanged 1
		SP:Iteration 48Q (60274.630000 sec): 3 clusters
  Score: Raw -302596.732797 + Penalty 2582.880634 = -300013.852163
  nChanged 2
		SP:Iteration 49Q (60274.770000 sec): 3 clusters
  Score: Raw -302597.213526 + Penalty 2582.880634 = -300014.332892
  nChanged 0
		SP:Iteration 50F (60274.930000 sec): 3 clusters
  Score: Raw -302597.213526 + Penalty 2582.880634 = -300014.332892
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 12 (1291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60275.040000 sec): 2 clusters
  Score: Raw -152316.404560 + Penalty 1164.015514 = -151152.389046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60275.210000 sec): 3 clusters
  Score: Raw -151880.304601 + Penalty 2328.031027 = -149552.273574
  nChanged 430
		SP:Iteration 1F (60275.380000 sec): 3 clusters
  Score: Raw -152269.916401 + Penalty 2328.031027 = -149941.885374
  nChanged 133
		SP:Iteration 2F (60275.540000 sec): 3 clusters
  Score: Raw -152490.536746 + Penalty 2328.031027 = -150162.505719
  nChanged 120
		SP:Iteration 3F (60275.760000 sec): 3 clusters
  Score: Raw -152713.189115 + Penalty 2328.031027 = -150385.158088
  nChanged 104
		SP:Iteration 4F (60275.910000 sec): 3 clusters
  Score: Raw -152896.198431 + Penalty 2328.031027 = -150568.167404
  nChanged 65
		SP:Iteration 5F (60276.090000 sec): 3 clusters
  Score: Raw -153006.337877 + Penalty 2328.031027 = -150678.306850
  nChanged 37
		SP:Iteration 6Q (60276.240000 sec): 3 clusters
  Score: Raw -153045.944468 + Penalty 2328.031027 = -150717.913441
  nChanged 11
		SP:Iteration 7Q (60276.440000 sec): 3 clusters
  Score: Raw -153056.628423 + Penalty 2328.031027 = -150728.597396
  nChanged 10
		SP:Iteration 8Q (60276.630000 sec): 3 clusters
  Score: Raw -153067.169692 + Penalty 2328.031027 = -150739.138665
  nChanged 8
		SP:Iteration 9Q (60276.810000 sec): 3 clusters
  Score: Raw -153075.029834 + Penalty 2328.031027 = -150746.998807
  nChanged 6
		SP:Iteration 10Q (60276.990000 sec): 3 clusters
  Score: Raw -153080.532185 + Penalty 2328.031027 = -150752.501158
  nChanged 2
		SP:Iteration 11Q (60277.150000 sec): 3 clusters
  Score: Raw -153082.415800 + Penalty 2328.031027 = -150754.384773
  nChanged 0
		SP:Iteration 12F (60277.320000 sec): 3 clusters
  Score: Raw -153082.415800 + Penalty 2328.031027 = -150754.384773
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 13 (3424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60277.450000 sec): 2 clusters
  Score: Raw -409008.449542 + Penalty 1322.516770 = -407685.932773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60277.640000 sec): 3 clusters
  Score: Raw -407373.385905 + Penalty 2645.033540 = -404728.352365
  nChanged 1326
		SP:Iteration 1F (60277.850000 sec): 3 clusters
  Score: Raw -408132.998430 + Penalty 2645.033540 = -405487.964890
  nChanged 247
		SP:Iteration 2F (60278.020000 sec): 3 clusters
  Score: Raw -408289.643677 + Penalty 2645.033540 = -405644.610138
  nChanged 171
		SP:Iteration 3Q (60278.240000 sec): 3 clusters
  Score: Raw -408381.797228 + Penalty 2645.033540 = -405736.763688
  nChanged 121
		SP:Iteration 4Q (60278.390000 sec): 3 clusters
  Score: Raw -408439.552602 + Penalty 2645.033540 = -405794.519062
  nChanged 74
		SP:Iteration 5Q (60278.600000 sec): 3 clusters
  Score: Raw -408470.903156 + Penalty 2645.033540 = -405825.869617
  nChanged 55
		SP:Iteration 6Q (60278.800000 sec): 3 clusters
  Score: Raw -408494.155691 + Penalty 2645.033540 = -405849.122151
  nChanged 47
		SP:Iteration 7Q (60278.980000 sec): 3 clusters
  Score: Raw -408522.389136 + Penalty 2645.033540 = -405877.355597
  nChanged 59
		SP:Iteration 8Q (60279.160000 sec): 3 clusters
  Score: Raw -408552.373141 + Penalty 2645.033540 = -405907.339601
  nChanged 56
		SP:Iteration 9Q (60279.300000 sec): 3 clusters
  Score: Raw -408581.563290 + Penalty 2645.033540 = -405936.529751
  nChanged 63
		SP:Iteration 10Q (60279.490000 sec): 3 clusters
  Score: Raw -408619.759753 + Penalty 2645.033540 = -405974.726213
  nChanged 77
		SP:Iteration 11Q (60279.690000 sec): 3 clusters
  Score: Raw -408656.945757 + Penalty 2645.033540 = -406011.912217
  nChanged 63
		SP:Iteration 12Q (60279.850000 sec): 3 clusters
  Score: Raw -408684.873127 + Penalty 2645.033540 = -406039.839588
  nChanged 46
		SP:Iteration 13Q (60280.020000 sec): 3 clusters
  Score: Raw -408708.829984 + Penalty 2645.033540 = -406063.796444
  nChanged 53
		SP:Iteration 14Q (60280.200000 sec): 3 clusters
  Score: Raw -408737.942725 + Penalty 2645.033540 = -406092.909186
  nChanged 54
		SP:Iteration 15Q (60280.400000 sec): 3 clusters
  Score: Raw -408762.465991 + Penalty 2645.033540 = -406117.432451
  nChanged 47
		SP:Iteration 16Q (60280.580000 sec): 3 clusters
  Score: Raw -408792.247969 + Penalty 2645.033540 = -406147.214429
  nChanged 59
		SP:Iteration 17Q (60280.760000 sec): 3 clusters
  Score: Raw -408819.475546 + Penalty 2645.033540 = -406174.442006
  nChanged 45
		SP:Iteration 18Q (60280.920000 sec): 3 clusters
  Score: Raw -408836.283024 + Penalty 2645.033540 = -406191.249484
  nChanged 34
		SP:Iteration 19Q (60281.120000 sec): 3 clusters
  Score: Raw -408852.913570 + Penalty 2645.033540 = -406207.880031
  nChanged 32
		SP:Iteration 20F (60281.300000 sec): 3 clusters
  Score: Raw -408876.102101 + Penalty 2645.033540 = -406231.068562
  nChanged 35
		SP:Iteration 21Q (60281.520000 sec): 3 clusters
  Score: Raw -408892.909049 + Penalty 2645.033540 = -406247.875509
  nChanged 36
		SP:Iteration 22Q (60281.670000 sec): 3 clusters
  Score: Raw -408911.968487 + Penalty 2645.033540 = -406266.934948
  nChanged 29
		SP:Iteration 23Q (60281.900000 sec): 3 clusters
  Score: Raw -408924.625314 + Penalty 2645.033540 = -406279.591774
  nChanged 24
		SP:Iteration 24Q (60282.070000 sec): 3 clusters
  Score: Raw -408933.678338 + Penalty 2645.033540 = -406288.644799
  nChanged 23
		SP:Iteration 25Q (60282.250000 sec): 3 clusters
  Score: Raw -408944.247101 + Penalty 2645.033540 = -406299.213561
  nChanged 27
		SP:Iteration 26Q (60282.420000 sec): 3 clusters
  Score: Raw -408957.004906 + Penalty 2645.033540 = -406311.971367
  nChanged 28
		SP:Iteration 27Q (60282.590000 sec): 3 clusters
  Score: Raw -408968.189650 + Penalty 2645.033540 = -406323.156110
  nChanged 24
		SP:Iteration 28Q (60282.780000 sec): 3 clusters
  Score: Raw -408975.752636 + Penalty 2645.033540 = -406330.719097
  nChanged 18
		SP:Iteration 29Q (60282.970000 sec): 3 clusters
  Score: Raw -408982.871968 + Penalty 2645.033540 = -406337.838429
  nChanged 20
		SP:Iteration 30Q (60283.140000 sec): 3 clusters
  Score: Raw -408989.819279 + Penalty 2645.033540 = -406344.785740
  nChanged 16
		SP:Iteration 31Q (60283.330000 sec): 3 clusters
  Score: Raw -408997.700370 + Penalty 2645.033540 = -406352.666831
  nChanged 20
		SP:Iteration 32Q (60283.500000 sec): 3 clusters
  Score: Raw -409005.319173 + Penalty 2645.033540 = -406360.285634
  nChanged 9
		SP:Iteration 33Q (60283.660000 sec): 3 clusters
  Score: Raw -409009.814442 + Penalty 2645.033540 = -406364.780902
  nChanged 13
		SP:Iteration 34Q (60283.830000 sec): 3 clusters
  Score: Raw -409016.771951 + Penalty 2645.033540 = -406371.738412
  nChanged 16
		SP:Iteration 35Q (60283.990000 sec): 3 clusters
  Score: Raw -409025.828719 + Penalty 2645.033540 = -406380.795179
  nChanged 20
		SP:Iteration 36Q (60284.190000 sec): 3 clusters
  Score: Raw -409034.471553 + Penalty 2645.033540 = -406389.438013
  nChanged 19
		SP:Iteration 37Q (60284.400000 sec): 3 clusters
  Score: Raw -409041.947482 + Penalty 2645.033540 = -406396.913943
  nChanged 11
		SP:Iteration 38Q (60284.550000 sec): 3 clusters
  Score: Raw -409046.099205 + Penalty 2645.033540 = -406401.065665
  nChanged 12
		SP:Iteration 39Q (60284.760000 sec): 3 clusters
  Score: Raw -409050.701815 + Penalty 2645.033540 = -406405.668276
  nChanged 19
		SP:Iteration 40F (60284.930000 sec): 3 clusters
  Score: Raw -409059.057104 + Penalty 2645.033540 = -406414.023565
  nChanged 17
		SP:Iteration 41Q (60285.100000 sec): 3 clusters
  Score: Raw -409070.850534 + Penalty 2645.033540 = -406425.816995
  nChanged 25
		SP:Iteration 42Q (60285.280000 sec): 3 clusters
  Score: Raw -409084.436062 + Penalty 2645.033540 = -406439.402522
  nChanged 24
		SP:Iteration 43Q (60285.480000 sec): 3 clusters
  Score: Raw -409097.929737 + Penalty 2645.033540 = -406452.896197
  nChanged 23
		SP:Iteration 44Q (60285.630000 sec): 3 clusters
  Score: Raw -409106.794302 + Penalty 2645.033540 = -406461.760763
  nChanged 17
		SP:Iteration 45Q (60285.870000 sec): 3 clusters
  Score: Raw -409114.340515 + Penalty 2645.033540 = -406469.306975
  nChanged 13
		SP:Iteration 46Q (60286.010000 sec): 3 clusters
  Score: Raw -409119.854759 + Penalty 2645.033540 = -406474.821219
  nChanged 11
		SP:Iteration 47Q (60286.210000 sec): 3 clusters
  Score: Raw -409126.086228 + Penalty 2645.033540 = -406481.052688
  nChanged 13
		SP:Iteration 48Q (60286.410000 sec): 3 clusters
  Score: Raw -409134.443529 + Penalty 2645.033540 = -406489.409990
  nChanged 19
		SP:Iteration 49Q (60286.600000 sec): 3 clusters
  Score: Raw -409145.363241 + Penalty 2645.033540 = -406500.329701
  nChanged 15
		SP:Iteration 50Q (60286.790000 sec): 3 clusters
  Score: Raw -409150.215921 + Penalty 2645.033540 = -406505.182381
  nChanged 9
		SP:Iteration 51Q (60286.970000 sec): 3 clusters
  Score: Raw -409153.926399 + Penalty 2645.033540 = -406508.892859
  nChanged 11
		SP:Iteration 52Q (60287.150000 sec): 3 clusters
  Score: Raw -409159.094256 + Penalty 2645.033540 = -406514.060717
  nChanged 9
		SP:Iteration 53Q (60287.330000 sec): 3 clusters
  Score: Raw -409163.075174 + Penalty 2645.033540 = -406518.041634
  nChanged 9
		SP:Iteration 54Q (60287.500000 sec): 3 clusters
  Score: Raw -409167.740042 + Penalty 2645.033540 = -406522.706502
  nChanged 11
		SP:Iteration 55Q (60287.680000 sec): 3 clusters
  Score: Raw -409174.029600 + Penalty 2645.033540 = -406528.996060
  nChanged 12
		SP:Iteration 56Q (60287.850000 sec): 3 clusters
  Score: Raw -409179.253309 + Penalty 2645.033540 = -406534.219769
  nChanged 8
		SP:Iteration 57Q (60288.050000 sec): 3 clusters
  Score: Raw -409183.062967 + Penalty 2645.033540 = -406538.029428
  nChanged 7
		SP:Iteration 58Q (60288.240000 sec): 3 clusters
  Score: Raw -409185.466448 + Penalty 2645.033540 = -406540.432909
  nChanged 7
		SP:Iteration 59Q (60288.410000 sec): 3 clusters
  Score: Raw -409189.430633 + Penalty 2645.033540 = -406544.397093
  nChanged 11
		SP:Iteration 60F (60288.590000 sec): 3 clusters
  Score: Raw -409195.828525 + Penalty 2645.033540 = -406550.794985
  nChanged 15
		SP:Iteration 61Q (60288.770000 sec): 3 clusters
  Score: Raw -409206.307078 + Penalty 2645.033540 = -406561.273539
  nChanged 11
		SP:Iteration 62Q (60288.970000 sec): 3 clusters
  Score: Raw -409212.465189 + Penalty 2645.033540 = -406567.431649
  nChanged 10
		SP:Iteration 63Q (60289.150000 sec): 3 clusters
  Score: Raw -409218.902143 + Penalty 2645.033540 = -406573.868604
  nChanged 11
		SP:Iteration 64Q (60289.360000 sec): 3 clusters
  Score: Raw -409224.633075 + Penalty 2645.033540 = -406579.599535
  nChanged 8
		SP:Iteration 65Q (60289.500000 sec): 3 clusters
  Score: Raw -409228.439224 + Penalty 2645.033540 = -406583.405684
  nChanged 8
		SP:Iteration 66Q (60289.710000 sec): 3 clusters
  Score: Raw -409231.906383 + Penalty 2645.033540 = -406586.872843
  nChanged 7
		SP:Iteration 67Q (60289.900000 sec): 3 clusters
  Score: Raw -409234.690447 + Penalty 2645.033540 = -406589.656908
  nChanged 6
		SP:Iteration 68Q (60290.090000 sec): 3 clusters
  Score: Raw -409237.402271 + Penalty 2645.033540 = -406592.368731
  nChanged 5
		SP:Iteration 69Q (60290.280000 sec): 3 clusters
  Score: Raw -409239.288740 + Penalty 2645.033540 = -406594.255201
  nChanged 4
		SP:Iteration 70Q (60290.450000 sec): 3 clusters
  Score: Raw -409240.690826 + Penalty 2645.033540 = -406595.657287
  nChanged 0
		SP:Iteration 71F (60290.670000 sec): 3 clusters
  Score: Raw -409240.690826 + Penalty 2645.033540 = -406595.657287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 14 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60290.750000 sec): 2 clusters
  Score: Raw -340523.544558 + Penalty 1295.749711 = -339227.794847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60290.970000 sec): 3 clusters
  Score: Raw -339204.118935 + Penalty 2591.499422 = -336612.619513
  nChanged 1086
		SP:Iteration 1F (60291.140000 sec): 3 clusters
  Score: Raw -339988.401754 + Penalty 2591.499422 = -337396.902332
  nChanged 258
		SP:Iteration 2F (60291.310000 sec): 3 clusters
  Score: Raw -340240.171714 + Penalty 2591.499422 = -337648.672292
  nChanged 193
		SP:Iteration 3F (60291.520000 sec): 3 clusters
  Score: Raw -340413.081802 + Penalty 2591.499422 = -337821.582380
  nChanged 166
		SP:Iteration 4F (60291.720000 sec): 3 clusters
  Score: Raw -340572.385537 + Penalty 2591.499422 = -337980.886115
  nChanged 127
		SP:Iteration 5Q (60291.870000 sec): 3 clusters
  Score: Raw -340679.719330 + Penalty 2591.499422 = -338088.219907
  nChanged 112
		SP:Iteration 6Q (60292.040000 sec): 3 clusters
  Score: Raw -340772.547334 + Penalty 2591.499422 = -338181.047912
  nChanged 90
		SP:Iteration 7Q (60292.220000 sec): 3 clusters
  Score: Raw -340846.829850 + Penalty 2591.499422 = -338255.330428
  nChanged 92
		SP:Iteration 8Q (60292.410000 sec): 3 clusters
  Score: Raw -340917.021861 + Penalty 2591.499422 = -338325.522439
  nChanged 66
		SP:Iteration 9Q (60292.620000 sec): 3 clusters
  Score: Raw -340961.100550 + Penalty 2591.499422 = -338369.601128
  nChanged 57
		SP:Iteration 10Q (60292.790000 sec): 3 clusters
  Score: Raw -340999.288756 + Penalty 2591.499422 = -338407.789334
  nChanged 60
		SP:Iteration 11Q (60293.000000 sec): 3 clusters
  Score: Raw -341039.745880 + Penalty 2591.499422 = -338448.246458
  nChanged 49
		SP:Iteration 12Q (60293.160000 sec): 3 clusters
  Score: Raw -341072.390582 + Penalty 2591.499422 = -338480.891160
  nChanged 34
		SP:Iteration 13Q (60293.350000 sec): 3 clusters
  Score: Raw -341090.438605 + Penalty 2591.499422 = -338498.939183
  nChanged 23
		SP:Iteration 14Q (60293.580000 sec): 3 clusters
  Score: Raw -341101.292405 + Penalty 2591.499422 = -338509.792983
  nChanged 18
		SP:Iteration 15Q (60293.740000 sec): 3 clusters
  Score: Raw -341109.139266 + Penalty 2591.499422 = -338517.639844
  nChanged 14
		SP:Iteration 16Q (60293.910000 sec): 3 clusters
  Score: Raw -341115.365767 + Penalty 2591.499422 = -338523.866345
  nChanged 11
		SP:Iteration 17Q (60294.050000 sec): 3 clusters
  Score: Raw -341118.472276 + Penalty 2591.499422 = -338526.972854
  nChanged 1
		SP:Iteration 18Q (60294.250000 sec): 3 clusters
  Score: Raw -341118.601457 + Penalty 2591.499422 = -338527.102035
  nChanged 0
		SP:Iteration 19F (60294.460000 sec): 3 clusters
  Score: Raw -341118.601457 + Penalty 2591.499422 = -338527.102035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 15 (2951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60294.540000 sec): 2 clusters
  Score: Raw -336887.943757 + Penalty 1298.358648 = -335589.585108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60294.740000 sec): 3 clusters
  Score: Raw -335500.105325 + Penalty 2596.717297 = -332903.388028
  nChanged 1148
		SP:Iteration 1F (60294.940000 sec): 3 clusters
  Score: Raw -336331.964028 + Penalty 2596.717297 = -333735.246731
  nChanged 299
		SP:Iteration 2F (60295.140000 sec): 3 clusters
  Score: Raw -336622.914364 + Penalty 2596.717297 = -334026.197067
  nChanged 204
		SP:Iteration 3F (60295.290000 sec): 3 clusters
  Score: Raw -336809.903516 + Penalty 2596.717297 = -334213.186219
  nChanged 160
		SP:Iteration 4F (60295.500000 sec): 3 clusters
  Score: Raw -336950.945255 + Penalty 2596.717297 = -334354.227958
  nChanged 118
		SP:Iteration 5Q (60295.710000 sec): 3 clusters
  Score: Raw -337030.257868 + Penalty 2596.717297 = -334433.540572
  nChanged 93
		SP:Iteration 6Q (60295.920000 sec): 3 clusters
  Score: Raw -337096.231496 + Penalty 2596.717297 = -334499.514199
  nChanged 88
		SP:Iteration 7Q (60296.080000 sec): 3 clusters
  Score: Raw -337154.979905 + Penalty 2596.717297 = -334558.262608
  nChanged 53
		SP:Iteration 8Q (60296.250000 sec): 3 clusters
  Score: Raw -337186.554422 + Penalty 2596.717297 = -334589.837125
  nChanged 40
		SP:Iteration 9Q (60296.470000 sec): 3 clusters
  Score: Raw -337207.067912 + Penalty 2596.717297 = -334610.350615
  nChanged 28
		SP:Iteration 10Q (60296.630000 sec): 3 clusters
  Score: Raw -337222.294305 + Penalty 2596.717297 = -334625.577008
  nChanged 31
		SP:Iteration 11Q (60296.790000 sec): 3 clusters
  Score: Raw -337237.138602 + Penalty 2596.717297 = -334640.421305
  nChanged 27
		SP:Iteration 12Q (60296.930000 sec): 3 clusters
  Score: Raw -337251.967316 + Penalty 2596.717297 = -334655.250019
  nChanged 31
		SP:Iteration 13Q (60297.120000 sec): 3 clusters
  Score: Raw -337264.820282 + Penalty 2596.717297 = -334668.102985
  nChanged 20
		SP:Iteration 14Q (60297.300000 sec): 3 clusters
  Score: Raw -337272.756103 + Penalty 2596.717297 = -334676.038806
  nChanged 16
		SP:Iteration 15Q (60297.520000 sec): 3 clusters
  Score: Raw -337279.525408 + Penalty 2596.717297 = -334682.808111
  nChanged 10
		SP:Iteration 16Q (60297.690000 sec): 3 clusters
  Score: Raw -337282.573470 + Penalty 2596.717297 = -334685.856174
  nChanged 8
		SP:Iteration 17Q (60297.880000 sec): 3 clusters
  Score: Raw -337285.795110 + Penalty 2596.717297 = -334689.077814
  nChanged 8
		SP:Iteration 18Q (60298.030000 sec): 3 clusters
  Score: Raw -337288.757640 + Penalty 2596.717297 = -334692.040343
  nChanged 8
		SP:Iteration 19Q (60298.270000 sec): 3 clusters
  Score: Raw -337291.644861 + Penalty 2596.717297 = -334694.927564
  nChanged 5
		SP:Iteration 20F (60298.460000 sec): 3 clusters
  Score: Raw -337293.200549 + Penalty 2596.717297 = -334696.483252
  nChanged 5
		SP:Iteration 21Q (60298.640000 sec): 3 clusters
  Score: Raw -337294.963454 + Penalty 2596.717297 = -334698.246157
  nChanged 5
		SP:Iteration 22Q (60298.800000 sec): 3 clusters
  Score: Raw -337297.628470 + Penalty 2596.717297 = -334700.911173
  nChanged 10
		SP:Iteration 23Q (60299.020000 sec): 3 clusters
  Score: Raw -337301.185586 + Penalty 2596.717297 = -334704.468290
  nChanged 9
		SP:Iteration 24Q (60299.130000 sec): 3 clusters
  Score: Raw -337303.799154 + Penalty 2596.717297 = -334707.081857
  nChanged 9
		SP:Iteration 25Q (60299.310000 sec): 3 clusters
  Score: Raw -337306.468575 + Penalty 2596.717297 = -334709.751278
  nChanged 7
		SP:Iteration 26Q (60299.510000 sec): 3 clusters
  Score: Raw -337308.222560 + Penalty 2596.717297 = -334711.505263
  nChanged 3
		SP:Iteration 27Q (60299.680000 sec): 3 clusters
  Score: Raw -337309.163591 + Penalty 2596.717297 = -334712.446294
  nChanged 4
		SP:Iteration 28Q (60299.840000 sec): 3 clusters
  Score: Raw -337310.099589 + Penalty 2596.717297 = -334713.382292
  nChanged 1
		SP:Iteration 29Q (60300.050000 sec): 3 clusters
  Score: Raw -337311.066607 + Penalty 2596.717297 = -334714.349310
  nChanged 3
		SP:Iteration 30Q (60300.230000 sec): 3 clusters
  Score: Raw -337312.602862 + Penalty 2596.717297 = -334715.885565
  nChanged 2
		SP:Iteration 31Q (60300.440000 sec): 3 clusters
  Score: Raw -337313.427341 + Penalty 2596.717297 = -334716.710044
  nChanged 1
		SP:Iteration 32Q (60300.630000 sec): 3 clusters
  Score: Raw -337313.546310 + Penalty 2596.717297 = -334716.829013
  nChanged 0
		SP:Iteration 33F (60300.770000 sec): 3 clusters
  Score: Raw -337313.546310 + Penalty 2596.717297 = -334716.829013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 16 (14311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60300.920000 sec): 2 clusters
  Score: Raw -1732850.447639 + Penalty 1554.927360 = -1731295.520279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60301.160000 sec): 3 clusters
  Score: Raw -1724446.976428 + Penalty 3109.854719 = -1721337.121708
  nChanged 6331
		SP:Iteration 1F (60301.430000 sec): 3 clusters
  Score: Raw -1727942.532228 + Penalty 3109.854719 = -1724832.677509
  nChanged 776
		SP:Iteration 2F (60301.650000 sec): 3 clusters
  Score: Raw -1728256.397808 + Penalty 3109.854719 = -1725146.543089
  nChanged 691
		SP:Iteration 3Q (60301.900000 sec): 3 clusters
  Score: Raw -1728578.695235 + Penalty 3109.854719 = -1725468.840516
  nChanged 673
		SP:Iteration 4Q (60302.170000 sec): 3 clusters
  Score: Raw -1728916.951872 + Penalty 3109.854719 = -1725807.097153
  nChanged 702
		SP:Iteration 5Q (60302.420000 sec): 3 clusters
  Score: Raw -1729282.354819 + Penalty 3109.854719 = -1726172.500100
  nChanged 641
		SP:Iteration 6Q (60302.660000 sec): 3 clusters
  Score: Raw -1729625.310537 + Penalty 3109.854719 = -1726515.455818
  nChanged 666
		SP:Iteration 7Q (60302.890000 sec): 3 clusters
  Score: Raw -1729944.625776 + Penalty 3109.854719 = -1726834.771057
  nChanged 590
		SP:Iteration 8Q (60303.130000 sec): 3 clusters
  Score: Raw -1730220.797179 + Penalty 3109.854719 = -1727110.942460
  nChanged 530
		SP:Iteration 9Q (60303.370000 sec): 3 clusters
  Score: Raw -1730446.437798 + Penalty 3109.854719 = -1727336.583079
  nChanged 465
		SP:Iteration 10Q (60303.600000 sec): 3 clusters
  Score: Raw -1730617.817559 + Penalty 3109.854719 = -1727507.962840
  nChanged 417
		SP:Iteration 11Q (60303.820000 sec): 3 clusters
  Score: Raw -1730759.629472 + Penalty 3109.854719 = -1727649.774753
  nChanged 342
		SP:Iteration 12Q (60304.040000 sec): 3 clusters
  Score: Raw -1730872.844309 + Penalty 3109.854719 = -1727762.989590
  nChanged 326
		SP:Iteration 13Q (60304.310000 sec): 3 clusters
  Score: Raw -1730986.533091 + Penalty 3109.854719 = -1727876.678372
  nChanged 325
		SP:Iteration 14Q (60304.510000 sec): 3 clusters
  Score: Raw -1731086.794737 + Penalty 3109.854719 = -1727976.940018
  nChanged 300
		SP:Iteration 15Q (60304.770000 sec): 3 clusters
  Score: Raw -1731170.573519 + Penalty 3109.854719 = -1728060.718800
  nChanged 283
		SP:Iteration 16Q (60305.010000 sec): 3 clusters
  Score: Raw -1731252.284415 + Penalty 3109.854719 = -1728142.429696
  nChanged 268
		SP:Iteration 17Q (60305.250000 sec): 3 clusters
  Score: Raw -1731335.114330 + Penalty 3109.854719 = -1728225.259611
  nChanged 276
		SP:Iteration 18Q (60305.510000 sec): 3 clusters
  Score: Raw -1731426.132250 + Penalty 3109.854719 = -1728316.277531
  nChanged 305
		SP:Iteration 19Q (60305.740000 sec): 3 clusters
  Score: Raw -1731533.865160 + Penalty 3109.854719 = -1728424.010441
  nChanged 296
		SP:Iteration 20F (60305.950000 sec): 3 clusters
  Score: Raw -1731642.663053 + Penalty 3109.854719 = -1728532.808333
  nChanged 283
		SP:Iteration 21Q (60306.190000 sec): 3 clusters
  Score: Raw -1731745.647959 + Penalty 3109.854719 = -1728635.793240
  nChanged 293
		SP:Iteration 22Q (60306.450000 sec): 3 clusters
  Score: Raw -1731866.201303 + Penalty 3109.854719 = -1728756.346584
  nChanged 299
		SP:Iteration 23Q (60306.670000 sec): 3 clusters
  Score: Raw -1731997.308967 + Penalty 3109.854719 = -1728887.454248
  nChanged 277
		SP:Iteration 24Q (60306.890000 sec): 3 clusters
  Score: Raw -1732110.910281 + Penalty 3109.854719 = -1729001.055562
  nChanged 231
		SP:Iteration 25Q (60307.120000 sec): 3 clusters
  Score: Raw -1732193.416495 + Penalty 3109.854719 = -1729083.561776
  nChanged 216
		SP:Iteration 26Q (60307.380000 sec): 3 clusters
  Score: Raw -1732277.873561 + Penalty 3109.854719 = -1729168.018842
  nChanged 194
		SP:Iteration 27Q (60307.630000 sec): 3 clusters
  Score: Raw -1732349.548233 + Penalty 3109.854719 = -1729239.693514
  nChanged 172
		SP:Iteration 28Q (60307.820000 sec): 3 clusters
  Score: Raw -1732413.179861 + Penalty 3109.854719 = -1729303.325142
  nChanged 170
		SP:Iteration 29Q (60308.080000 sec): 3 clusters
  Score: Raw -1732474.773071 + Penalty 3109.854719 = -1729364.918352
  nChanged 147
		SP:Iteration 30Q (60308.310000 sec): 3 clusters
  Score: Raw -1732532.634258 + Penalty 3109.854719 = -1729422.779539
  nChanged 157
		SP:Iteration 31Q (60308.570000 sec): 3 clusters
  Score: Raw -1732597.771993 + Penalty 3109.854719 = -1729487.917274
  nChanged 142
		SP:Iteration 32Q (60308.810000 sec): 3 clusters
  Score: Raw -1732662.227497 + Penalty 3109.854719 = -1729552.372778
  nChanged 137
		SP:Iteration 33Q (60309.050000 sec): 3 clusters
  Score: Raw -1732720.911601 + Penalty 3109.854719 = -1729611.056882
  nChanged 115
		SP:Iteration 34Q (60309.270000 sec): 3 clusters
  Score: Raw -1732766.549027 + Penalty 3109.854719 = -1729656.694308
  nChanged 93
		SP:Iteration 35Q (60309.510000 sec): 3 clusters
  Score: Raw -1732801.036820 + Penalty 3109.854719 = -1729691.182101
  nChanged 94
		SP:Iteration 36Q (60309.760000 sec): 3 clusters
  Score: Raw -1732839.006958 + Penalty 3109.854719 = -1729729.152239
  nChanged 88
		SP:Iteration 37Q (60309.980000 sec): 3 clusters
  Score: Raw -1732876.345790 + Penalty 3109.854719 = -1729766.491071
  nChanged 80
		SP:Iteration 38Q (60310.220000 sec): 3 clusters
  Score: Raw -1732911.971853 + Penalty 3109.854719 = -1729802.117134
  nChanged 74
		SP:Iteration 39Q (60310.470000 sec): 3 clusters
  Score: Raw -1732945.524100 + Penalty 3109.854719 = -1729835.669381
  nChanged 82
		SP:Iteration 40F (60310.710000 sec): 3 clusters
  Score: Raw -1732976.625405 + Penalty 3109.854719 = -1729866.770686
  nChanged 54
		SP:Iteration 41Q (60310.940000 sec): 3 clusters
  Score: Raw -1733001.713004 + Penalty 3109.854719 = -1729891.858285
  nChanged 54
		SP:Iteration 42Q (60311.160000 sec): 3 clusters
  Score: Raw -1733025.770844 + Penalty 3109.854719 = -1729915.916125
  nChanged 44
		SP:Iteration 43Q (60311.420000 sec): 3 clusters
  Score: Raw -1733043.027889 + Penalty 3109.854719 = -1729933.173170
  nChanged 37
		SP:Iteration 44Q (60311.640000 sec): 3 clusters
  Score: Raw -1733058.638458 + Penalty 3109.854719 = -1729948.783739
  nChanged 39
		SP:Iteration 45Q (60311.830000 sec): 3 clusters
  Score: Raw -1733077.362319 + Penalty 3109.854719 = -1729967.507599
  nChanged 31
		SP:Iteration 46Q (60312.070000 sec): 3 clusters
  Score: Raw -1733090.452699 + Penalty 3109.854719 = -1729980.597980
  nChanged 16
		SP:Iteration 47Q (60312.300000 sec): 3 clusters
  Score: Raw -1733096.105185 + Penalty 3109.854719 = -1729986.250466
  nChanged 9
		SP:Iteration 48Q (60312.530000 sec): 3 clusters
  Score: Raw -1733099.156831 + Penalty 3109.854719 = -1729989.302111
  nChanged 5
		SP:Iteration 49Q (60312.720000 sec): 3 clusters
  Score: Raw -1733100.971740 + Penalty 3109.854719 = -1729991.117021
  nChanged 8
		SP:Iteration 50Q (60312.970000 sec): 3 clusters
  Score: Raw -1733103.414101 + Penalty 3109.854719 = -1729993.559382
  nChanged 2
		SP:Iteration 51Q (60313.180000 sec): 3 clusters
  Score: Raw -1733104.146569 + Penalty 3109.854719 = -1729994.291850
  nChanged 4
		SP:Iteration 52Q (60313.420000 sec): 3 clusters
  Score: Raw -1733105.339224 + Penalty 3109.854719 = -1729995.484505
  nChanged 1
		SP:Iteration 53Q (60313.610000 sec): 3 clusters
  Score: Raw -1733105.757722 + Penalty 3109.854719 = -1729995.903002
  nChanged 1
		SP:Iteration 54Q (60313.810000 sec): 3 clusters
  Score: Raw -1733106.027979 + Penalty 3109.854719 = -1729996.173259
  nChanged 3
		SP:Iteration 55Q (60314.050000 sec): 3 clusters
  Score: Raw -1733106.822960 + Penalty 3109.854719 = -1729996.968241
  nChanged 3
		SP:Iteration 56Q (60314.280000 sec): 3 clusters
  Score: Raw -1733107.874304 + Penalty 3109.854719 = -1729998.019585
  nChanged 5
		SP:Iteration 57Q (60314.520000 sec): 3 clusters
  Score: Raw -1733110.166153 + Penalty 3109.854719 = -1730000.311434
  nChanged 4
		SP:Iteration 58Q (60314.730000 sec): 3 clusters
  Score: Raw -1733113.189963 + Penalty 3109.854719 = -1730003.335243
  nChanged 4
		SP:Iteration 59Q (60314.990000 sec): 3 clusters
  Score: Raw -1733114.474018 + Penalty 3109.854719 = -1730004.619299
  nChanged 4
		SP:Iteration 60F (60315.250000 sec): 3 clusters
  Score: Raw -1733115.480717 + Penalty 3109.854719 = -1730005.625998
  nChanged 2
		SP:Iteration 61Q (60315.500000 sec): 3 clusters
  Score: Raw -1733115.819365 + Penalty 3109.854719 = -1730005.964646
  nChanged 0
		SP:Iteration 62F (60315.710000 sec): 3 clusters
  Score: Raw -1733115.819365 + Penalty 3109.854719 = -1730005.964646
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 17 (52233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60316.010000 sec): 2 clusters
  Score: Raw -6079905.810372 + Penalty 1765.313836 = -6078140.496537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60316.410000 sec): 3 clusters
  Score: Raw -6046845.110977 + Penalty 3530.627671 = -6043314.483306
  nChanged 24548
		SP:Iteration 1F (60316.790000 sec): 3 clusters
  Score: Raw -6060860.696529 + Penalty 3530.627671 = -6057330.068858
  nChanged 2638
		SP:Iteration 2F (60317.180000 sec): 3 clusters
  Score: Raw -6061947.321894 + Penalty 3530.627671 = -6058416.694223
  nChanged 2744
		SP:Iteration 3F (60317.560000 sec): 3 clusters
  Score: Raw -6063214.328528 + Penalty 3530.627671 = -6059683.700857
  nChanged 2884
		SP:Iteration 4F (60317.910000 sec): 3 clusters
  Score: Raw -6064776.137293 + Penalty 3530.627671 = -6061245.509621
  nChanged 3009
		SP:Iteration 5F (60318.300000 sec): 3 clusters
  Score: Raw -6066604.624087 + Penalty 3530.627671 = -6063073.996416
  nChanged 3177
		SP:Iteration 6F (60318.630000 sec): 3 clusters
  Score: Raw -6068715.421106 + Penalty 3530.627671 = -6065184.793434
  nChanged 3059
		SP:Iteration 7F (60319.030000 sec): 3 clusters
  Score: Raw -6070785.309045 + Penalty 3530.627671 = -6067254.681373
  nChanged 2857
		SP:Iteration 8F (60319.430000 sec): 3 clusters
  Score: Raw -6072804.572448 + Penalty 3530.627671 = -6069273.944777
  nChanged 2420
		SP:Iteration 9Q (60319.840000 sec): 3 clusters
  Score: Raw -6074561.562337 + Penalty 3530.627671 = -6071030.934666
  nChanged 1995
		SP:Iteration 10Q (60320.230000 sec): 3 clusters
  Score: Raw -6075870.944629 + Penalty 3530.627671 = -6072340.316958
  nChanged 1578
		SP:Iteration 11Q (60320.660000 sec): 3 clusters
  Score: Raw -6076788.741507 + Penalty 3530.627671 = -6073258.113835
  nChanged 1299
		SP:Iteration 12Q (60321.050000 sec): 3 clusters
  Score: Raw -6077495.070075 + Penalty 3530.627671 = -6073964.442403
  nChanged 1047
		SP:Iteration 13Q (60321.480000 sec): 3 clusters
  Score: Raw -6078041.119519 + Penalty 3530.627671 = -6074510.491847
  nChanged 953
		SP:Iteration 14Q (60321.920000 sec): 3 clusters
  Score: Raw -6078524.924805 + Penalty 3530.627671 = -6074994.297134
  nChanged 859
		SP:Iteration 15Q (60322.310000 sec): 3 clusters
  Score: Raw -6078945.933945 + Penalty 3530.627671 = -6075415.306274
  nChanged 703
		SP:Iteration 16Q (60322.730000 sec): 3 clusters
  Score: Raw -6079293.137188 + Penalty 3530.627671 = -6075762.509517
  nChanged 671
		SP:Iteration 17Q (60323.130000 sec): 3 clusters
  Score: Raw -6079628.894745 + Penalty 3530.627671 = -6076098.267073
  nChanged 573
		SP:Iteration 18Q (60323.550000 sec): 3 clusters
  Score: Raw -6079928.942696 + Penalty 3530.627671 = -6076398.315025
  nChanged 486
		SP:Iteration 19Q (60323.910000 sec): 3 clusters
  Score: Raw -6080172.419485 + Penalty 3530.627671 = -6076641.791813
  nChanged 363
		SP:Iteration 20F (60324.310000 sec): 3 clusters
  Score: Raw -6080335.215834 + Penalty 3530.627671 = -6076804.588163
  nChanged 257
		SP:Iteration 21Q (60324.700000 sec): 3 clusters
  Score: Raw -6080443.002886 + Penalty 3530.627671 = -6076912.375215
  nChanged 230
		SP:Iteration 22Q (60325.060000 sec): 3 clusters
  Score: Raw -6080539.537822 + Penalty 3530.627671 = -6077008.910151
  nChanged 190
		SP:Iteration 23Q (60325.420000 sec): 3 clusters
  Score: Raw -6080617.751210 + Penalty 3530.627671 = -6077087.123539
  nChanged 155
		SP:Iteration 24Q (60325.780000 sec): 3 clusters
  Score: Raw -6080671.304818 + Penalty 3530.627671 = -6077140.677147
  nChanged 112
		SP:Iteration 25Q (60326.160000 sec): 3 clusters
  Score: Raw -6080714.751974 + Penalty 3530.627671 = -6077184.124303
  nChanged 91
		SP:Iteration 26Q (60326.560000 sec): 3 clusters
  Score: Raw -6080745.536575 + Penalty 3530.627671 = -6077214.908904
  nChanged 61
		SP:Iteration 27Q (60326.950000 sec): 3 clusters
  Score: Raw -6080775.598424 + Penalty 3530.627671 = -6077244.970752
  nChanged 63
		SP:Iteration 28Q (60327.320000 sec): 3 clusters
  Score: Raw -6080810.420596 + Penalty 3530.627671 = -6077279.792925
  nChanged 61
		SP:Iteration 29Q (60327.730000 sec): 3 clusters
  Score: Raw -6080852.323677 + Penalty 3530.627671 = -6077321.696006
  nChanged 57
		SP:Iteration 30Q (60328.180000 sec): 3 clusters
  Score: Raw -6080889.987763 + Penalty 3530.627671 = -6077359.360092
  nChanged 67
		SP:Iteration 31Q (60328.560000 sec): 3 clusters
  Score: Raw -6080917.988178 + Penalty 3530.627671 = -6077387.360507
  nChanged 46
		SP:Iteration 32Q (60328.960000 sec): 3 clusters
  Score: Raw -6080933.225561 + Penalty 3530.627671 = -6077402.597890
  nChanged 37
		SP:Iteration 33Q (60329.350000 sec): 3 clusters
  Score: Raw -6080945.001448 + Penalty 3530.627671 = -6077414.373776
  nChanged 25
		SP:Iteration 34Q (60329.720000 sec): 3 clusters
  Score: Raw -6080951.918340 + Penalty 3530.627671 = -6077421.290669
  nChanged 19
		SP:Iteration 35Q (60330.080000 sec): 3 clusters
  Score: Raw -6080956.924185 + Penalty 3530.627671 = -6077426.296513
  nChanged 21
		SP:Iteration 36Q (60330.490000 sec): 3 clusters
  Score: Raw -6080962.202749 + Penalty 3530.627671 = -6077431.575078
  nChanged 17
		SP:Iteration 37Q (60330.860000 sec): 3 clusters
  Score: Raw -6080965.537286 + Penalty 3530.627671 = -6077434.909614
  nChanged 13
		SP:Iteration 38Q (60331.250000 sec): 3 clusters
  Score: Raw -6080967.911382 + Penalty 3530.627671 = -6077437.283710
  nChanged 13
		SP:Iteration 39Q (60331.660000 sec): 3 clusters
  Score: Raw -6080969.962016 + Penalty 3530.627671 = -6077439.334345
  nChanged 6
		SP:Iteration 40F (60332.100000 sec): 3 clusters
  Score: Raw -6080971.440637 + Penalty 3530.627671 = -6077440.812966
  nChanged 7
		SP:Iteration 41Q (60332.500000 sec): 3 clusters
  Score: Raw -6080972.695436 + Penalty 3530.627671 = -6077442.067764
  nChanged 3
		SP:Iteration 42Q (60332.890000 sec): 3 clusters
  Score: Raw -6080973.238620 + Penalty 3530.627671 = -6077442.610949
  nChanged 0
		SP:Iteration 43F (60333.310000 sec): 3 clusters
  Score: Raw -6080973.238620 + Penalty 3530.627671 = -6077442.610949
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 18 (1227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60333.440000 sec): 2 clusters
  Score: Raw -141883.808990 + Penalty 1155.753210 = -140728.055780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60333.590000 sec): 3 clusters
  Score: Raw -141453.727950 + Penalty 2311.506420 = -139142.221530
  nChanged 376
		SP:Iteration 1F (60333.810000 sec): 3 clusters
  Score: Raw -141764.317530 + Penalty 2311.506420 = -139452.811111
  nChanged 72
		SP:Iteration 2F (60333.980000 sec): 3 clusters
  Score: Raw -141834.506742 + Penalty 2311.506420 = -139523.000322
  nChanged 45
		SP:Iteration 3Q (60334.150000 sec): 3 clusters
  Score: Raw -141883.276396 + Penalty 2311.506420 = -139571.769976
  nChanged 38
		SP:Iteration 4Q (60334.350000 sec): 3 clusters
  Score: Raw -141911.781565 + Penalty 2311.506420 = -139600.275145
  nChanged 24
		SP:Iteration 5Q (60334.480000 sec): 3 clusters
  Score: Raw -141935.210668 + Penalty 2311.506420 = -139623.704248
  nChanged 16
		SP:Iteration 6Q (60334.680000 sec): 3 clusters
  Score: Raw -141949.069869 + Penalty 2311.506420 = -139637.563449
  nChanged 15
		SP:Iteration 7Q (60334.810000 sec): 3 clusters
  Score: Raw -141963.628151 + Penalty 2311.506420 = -139652.121731
  nChanged 17
		SP:Iteration 8Q (60334.980000 sec): 3 clusters
  Score: Raw -141978.234282 + Penalty 2311.506420 = -139666.727863
  nChanged 14
		SP:Iteration 9Q (60335.170000 sec): 3 clusters
  Score: Raw -141989.830252 + Penalty 2311.506420 = -139678.323833
  nChanged 11
		SP:Iteration 10Q (60335.310000 sec): 3 clusters
  Score: Raw -141998.937359 + Penalty 2311.506420 = -139687.430940
  nChanged 8
		SP:Iteration 11Q (60335.490000 sec): 3 clusters
  Score: Raw -142004.438342 + Penalty 2311.506420 = -139692.931922
  nChanged 10
		SP:Iteration 12Q (60335.660000 sec): 3 clusters
  Score: Raw -142011.661629 + Penalty 2311.506420 = -139700.155209
  nChanged 9
		SP:Iteration 13Q (60335.840000 sec): 3 clusters
  Score: Raw -142020.626596 + Penalty 2311.506420 = -139709.120176
  nChanged 15
		SP:Iteration 14Q (60336.010000 sec): 3 clusters
  Score: Raw -142038.375098 + Penalty 2311.506420 = -139726.868679
  nChanged 14
		SP:Iteration 15Q (60336.160000 sec): 3 clusters
  Score: Raw -142047.004838 + Penalty 2311.506420 = -139735.498418
  nChanged 13
		SP:Iteration 16Q (60336.330000 sec): 3 clusters
  Score: Raw -142058.643626 + Penalty 2311.506420 = -139747.137206
  nChanged 11
		SP:Iteration 17Q (60336.500000 sec): 3 clusters
  Score: Raw -142066.857146 + Penalty 2311.506420 = -139755.350726
  nChanged 6
		SP:Iteration 18Q (60336.670000 sec): 3 clusters
  Score: Raw -142072.632280 + Penalty 2311.506420 = -139761.125860
  nChanged 8
		SP:Iteration 19Q (60336.840000 sec): 3 clusters
  Score: Raw -142078.966688 + Penalty 2311.506420 = -139767.460268
  nChanged 7
		SP:Iteration 20F (60336.980000 sec): 3 clusters
  Score: Raw -142085.239122 + Penalty 2311.506420 = -139773.732702
  nChanged 8
		SP:Iteration 21Q (60337.140000 sec): 3 clusters
  Score: Raw -142092.960623 + Penalty 2311.506420 = -139781.454203
  nChanged 3
		SP:Iteration 22Q (60337.310000 sec): 3 clusters
  Score: Raw -142094.838342 + Penalty 2311.506420 = -139783.331923
  nChanged 2
		SP:Iteration 23Q (60337.480000 sec): 3 clusters
  Score: Raw -142096.057553 + Penalty 2311.506420 = -139784.551134
  nChanged 1
		SP:Iteration 24Q (60337.660000 sec): 3 clusters
  Score: Raw -142097.014181 + Penalty 2311.506420 = -139785.507761
  nChanged 1
		SP:Iteration 25Q (60337.840000 sec): 3 clusters
  Score: Raw -142097.347436 + Penalty 2311.506420 = -139785.841017
  nChanged 1
		SP:Iteration 26Q (60337.990000 sec): 3 clusters
  Score: Raw -142098.039100 + Penalty 2311.506420 = -139786.532680
  nChanged 0
		SP:Iteration 27F (60338.170000 sec): 3 clusters
  Score: Raw -142098.039100 + Penalty 2311.506420 = -139786.532680
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 19 (156234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60339.090000 sec): 2 clusters
  Score: Raw -19264998.621871 + Penalty 1943.355401 = -19263055.266469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60339.960000 sec): 3 clusters
  Score: Raw -19162524.668481 + Penalty 3886.710803 = -19158637.957678
  nChanged 75265
		SP:Iteration 1F (60340.890000 sec): 3 clusters
  Score: Raw -19206161.314235 + Penalty 3886.710803 = -19202274.603432
  nChanged 3955
		SP:Iteration 2Q (60341.780000 sec): 3 clusters
  Score: Raw -19206874.658824 + Penalty 3886.710803 = -19202987.948021
  nChanged 4478
		SP:Iteration 3Q (60342.690000 sec): 3 clusters
  Score: Raw -19207886.511614 + Penalty 3886.710803 = -19203999.800811
  nChanged 5459
		SP:Iteration 4Q (60343.620000 sec): 3 clusters
  Score: Raw -19209476.166826 + Penalty 3886.710803 = -19205589.456023
  nChanged 6900
		SP:Iteration 5Q (60344.590000 sec): 3 clusters
  Score: Raw -19212112.676408 + Penalty 3886.710803 = -19208225.965606
  nChanged 8777
		SP:Iteration 6F (60345.540000 sec): 3 clusters
  Score: Raw -19216577.637430 + Penalty 3886.710803 = -19212690.926628
  nChanged 10816
		SP:Iteration 7F (60346.510000 sec): 3 clusters
  Score: Raw -19223453.595188 + Penalty 3886.710803 = -19219566.884386
  nChanged 11920
		SP:Iteration 8F (60347.430000 sec): 3 clusters
  Score: Raw -19232157.571427 + Penalty 3886.710803 = -19228270.860624
  nChanged 11469
		SP:Iteration 9F (60348.360000 sec): 3 clusters
  Score: Raw -19241355.118347 + Penalty 3886.710803 = -19237468.407544
  nChanged 9930
		SP:Iteration 10F (60349.320000 sec): 3 clusters
  Score: Raw -19250004.873819 + Penalty 3886.710803 = -19246118.163017
  nChanged 7724
		SP:Iteration 11Q (60350.390000 sec): 3 clusters
  Score: Raw -19257400.827249 + Penalty 3886.710803 = -19253514.116446
  nChanged 4857
		SP:Iteration 12Q (60351.430000 sec): 3 clusters
  Score: Raw -19262298.104062 + Penalty 3886.710803 = -19258411.393260
  nChanged 2085
		SP:Iteration 13Q (60352.360000 sec): 3 clusters
  Score: Raw -19264299.900387 + Penalty 3886.710803 = -19260413.189585
  nChanged 587
		SP:Iteration 14Q (60353.190000 sec): 3 clusters
  Score: Raw -19264871.303323 + Penalty 3886.710803 = -19260984.592520
  nChanged 161
		SP:Iteration 15Q (60354.080000 sec): 3 clusters
  Score: Raw -19265043.705670 + Penalty 3886.710803 = -19261156.994867
  nChanged 60
		SP:Iteration 16Q (60354.940000 sec): 3 clusters
  Score: Raw -19265107.694080 + Penalty 3886.710803 = -19261220.983278
  nChanged 32
		SP:Iteration 17Q (60355.820000 sec): 3 clusters
  Score: Raw -19265151.894784 + Penalty 3886.710803 = -19261265.183981
  nChanged 15
		SP:Iteration 18Q (60356.690000 sec): 3 clusters
  Score: Raw -19265174.221037 + Penalty 3886.710803 = -19261287.510235
  nChanged 13
		SP:Iteration 19Q (60357.510000 sec): 3 clusters
  Score: Raw -19265196.142308 + Penalty 3886.710803 = -19261309.431505
  nChanged 8
		SP:Iteration 20F (60358.340000 sec): 3 clusters
  Score: Raw -19265206.251838 + Penalty 3886.710803 = -19261319.541035
  nChanged 5
		SP:Iteration 21Q (60359.130000 sec): 3 clusters
  Score: Raw -19265217.204381 + Penalty 3886.710803 = -19261330.493579
  nChanged 6
		SP:Iteration 22Q (60359.940000 sec): 3 clusters
  Score: Raw -19265233.868266 + Penalty 3886.710803 = -19261347.157463
  nChanged 6
		SP:Iteration 23Q (60360.810000 sec): 3 clusters
  Score: Raw -19265244.167687 + Penalty 3886.710803 = -19261357.456884
  nChanged 4
		SP:Iteration 24Q (60361.640000 sec): 3 clusters
  Score: Raw -19265249.220865 + Penalty 3886.710803 = -19261362.510062
  nChanged 2
		SP:Iteration 25Q (60362.550000 sec): 3 clusters
  Score: Raw -19265252.381018 + Penalty 3886.710803 = -19261365.670215
  nChanged 2
		SP:Iteration 26Q (60363.430000 sec): 3 clusters
  Score: Raw -19265256.290117 + Penalty 3886.710803 = -19261369.579315
  nChanged 3
		SP:Iteration 27Q (60364.320000 sec): 3 clusters
  Score: Raw -19265259.094998 + Penalty 3886.710803 = -19261372.384195
  nChanged 1
		SP:Iteration 28Q (60365.170000 sec): 3 clusters
  Score: Raw -19265260.184799 + Penalty 3886.710803 = -19261373.473997
  nChanged 0
		SP:Iteration 29F (60366.090000 sec): 3 clusters
  Score: Raw -19265260.184799 + Penalty 3886.710803 = -19261373.473997
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 20 (1217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60366.330000 sec): 2 clusters
  Score: Raw -145537.037546 + Penalty 1154.423415 = -144382.614131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60366.510000 sec): 3 clusters
  Score: Raw -145089.091946 + Penalty 2308.846830 = -142780.245116
  nChanged 378
		SP:Iteration 1F (60366.700000 sec): 3 clusters
  Score: Raw -145389.434892 + Penalty 2308.846830 = -143080.588062
  nChanged 88
		SP:Iteration 2F (60366.920000 sec): 3 clusters
  Score: Raw -145471.306863 + Penalty 2308.846830 = -143162.460033
  nChanged 43
		SP:Iteration 3Q (60367.070000 sec): 3 clusters
  Score: Raw -145507.763488 + Penalty 2308.846830 = -143198.916657
  nChanged 27
		SP:Iteration 4Q (60367.260000 sec): 3 clusters
  Score: Raw -145521.035656 + Penalty 2308.846830 = -143212.188826
  nChanged 14
		SP:Iteration 5Q (60367.460000 sec): 3 clusters
  Score: Raw -145530.772395 + Penalty 2308.846830 = -143221.925565
  nChanged 7
		SP:Iteration 6Q (60367.610000 sec): 3 clusters
  Score: Raw -145537.054295 + Penalty 2308.846830 = -143228.207465
  nChanged 6
		SP:Iteration 7Q (60367.780000 sec): 3 clusters
  Score: Raw -145541.010030 + Penalty 2308.846830 = -143232.163200
  nChanged 5
		SP:Iteration 8Q (60367.990000 sec): 3 clusters
  Score: Raw -145544.965157 + Penalty 2308.846830 = -143236.118327
  nChanged 4
		SP:Iteration 9Q (60368.130000 sec): 3 clusters
  Score: Raw -145550.348231 + Penalty 2308.846830 = -143241.501401
  nChanged 5
		SP:Iteration 10Q (60368.310000 sec): 3 clusters
  Score: Raw -145554.947897 + Penalty 2308.846830 = -143246.101067
  nChanged 5
		SP:Iteration 11Q (60368.460000 sec): 3 clusters
  Score: Raw -145558.582362 + Penalty 2308.846830 = -143249.735532
  nChanged 3
		SP:Iteration 12Q (60368.610000 sec): 3 clusters
  Score: Raw -145560.356353 + Penalty 2308.846830 = -143251.509523
  nChanged 2
		SP:Iteration 13Q (60368.810000 sec): 3 clusters
  Score: Raw -145561.138736 + Penalty 2308.846830 = -143252.291906
  nChanged 0
		SP:Iteration 14F (60368.970000 sec): 3 clusters
  Score: Raw -145561.138736 + Penalty 2308.846830 = -143252.291906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 21 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60369.060000 sec): 2 clusters
  Score: Raw -42464.469504 + Penalty 969.498845 = -41494.970659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60369.240000 sec): 3 clusters
  Score: Raw -42450.833986 + Penalty 1938.997690 = -40511.836296
  nChanged 91
		SP:Iteration 1F (60369.460000 sec): 3 clusters
  Score: Raw -42639.922329 + Penalty 1938.997690 = -40700.924639
  nChanged 25
		SP:Iteration 2F (60369.600000 sec): 3 clusters
  Score: Raw -42703.838465 + Penalty 1938.997690 = -40764.840775
  nChanged 12
		SP:Iteration 3Q (60369.810000 sec): 3 clusters
  Score: Raw -42727.853173 + Penalty 1938.997690 = -40788.855483
  nChanged 6
		SP:Iteration 4Q (60370.000000 sec): 3 clusters
  Score: Raw -42742.217570 + Penalty 1938.997690 = -40803.219880
  nChanged 9
		SP:Iteration 5Q (60370.160000 sec): 3 clusters
  Score: Raw -42758.702706 + Penalty 1938.997690 = -40819.705016
  nChanged 2
		SP:Iteration 6Q (60370.350000 sec): 3 clusters
  Score: Raw -42770.045192 + Penalty 1938.997690 = -40831.047502
  nChanged 4
		SP:Iteration 7Q (60370.540000 sec): 3 clusters
  Score: Raw -42776.352413 + Penalty 1938.997690 = -40837.354723
  nChanged 3
		SP:Iteration 8Q (60370.720000 sec): 3 clusters
  Score: Raw -42786.336050 + Penalty 1938.997690 = -40847.338360
  nChanged 2
		SP:Iteration 9Q (60370.870000 sec): 3 clusters
  Score: Raw -42790.530490 + Penalty 1938.997690 = -40851.532800
  nChanged 0
		SP:Iteration 10F (60371.070000 sec): 3 clusters
  Score: Raw -42790.530490 + Penalty 1938.997690 = -40851.532800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 22 (17604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60371.240000 sec): 2 clusters
  Score: Raw -2197380.999861 + Penalty 1588.580732 = -2195792.419129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60371.500000 sec): 3 clusters
  Score: Raw -2186916.901180 + Penalty 3177.161464 = -2183739.739716
  nChanged 7829
		SP:Iteration 1F (60371.800000 sec): 3 clusters
  Score: Raw -2191143.171517 + Penalty 3177.161464 = -2187966.010053
  nChanged 976
		SP:Iteration 2F (60372.030000 sec): 3 clusters
  Score: Raw -2191529.281923 + Penalty 3177.161464 = -2188352.120459
  nChanged 959
		SP:Iteration 3F (60372.310000 sec): 3 clusters
  Score: Raw -2192001.316833 + Penalty 3177.161464 = -2188824.155369
  nChanged 1041
		SP:Iteration 4F (60372.610000 sec): 3 clusters
  Score: Raw -2192608.643698 + Penalty 3177.161464 = -2189431.482234
  nChanged 1115
		SP:Iteration 5F (60372.830000 sec): 3 clusters
  Score: Raw -2193373.573953 + Penalty 3177.161464 = -2190196.412489
  nChanged 1181
		SP:Iteration 6F (60373.120000 sec): 3 clusters
  Score: Raw -2194311.561232 + Penalty 3177.161464 = -2191134.399767
  nChanged 1234
		SP:Iteration 7F (60373.440000 sec): 3 clusters
  Score: Raw -2195394.373916 + Penalty 3177.161464 = -2192217.212452
  nChanged 995
		SP:Iteration 8F (60373.690000 sec): 3 clusters
  Score: Raw -2196328.043930 + Penalty 3177.161464 = -2193150.882466
  nChanged 648
		SP:Iteration 9Q (60373.950000 sec): 3 clusters
  Score: Raw -2196954.318992 + Penalty 3177.161464 = -2193777.157528
  nChanged 305
		SP:Iteration 10Q (60374.210000 sec): 3 clusters
  Score: Raw -2197255.598508 + Penalty 3177.161464 = -2194078.437044
  nChanged 120
		SP:Iteration 11Q (60374.480000 sec): 3 clusters
  Score: Raw -2197382.179939 + Penalty 3177.161464 = -2194205.018475
  nChanged 52
		SP:Iteration 12Q (60374.720000 sec): 3 clusters
  Score: Raw -2197447.391613 + Penalty 3177.161464 = -2194270.230149
  nChanged 24
		SP:Iteration 13Q (60374.960000 sec): 3 clusters
  Score: Raw -2197487.581873 + Penalty 3177.161464 = -2194310.420409
  nChanged 24
		SP:Iteration 14Q (60375.210000 sec): 3 clusters
  Score: Raw -2197520.638636 + Penalty 3177.161464 = -2194343.477172
  nChanged 15
		SP:Iteration 15Q (60375.480000 sec): 3 clusters
  Score: Raw -2197542.657866 + Penalty 3177.161464 = -2194365.496402
  nChanged 12
		SP:Iteration 16Q (60375.710000 sec): 3 clusters
  Score: Raw -2197565.197120 + Penalty 3177.161464 = -2194388.035656
  nChanged 5
		SP:Iteration 17Q (60375.940000 sec): 3 clusters
  Score: Raw -2197573.932204 + Penalty 3177.161464 = -2194396.770740
  nChanged 5
		SP:Iteration 18Q (60376.200000 sec): 3 clusters
  Score: Raw -2197579.031100 + Penalty 3177.161464 = -2194401.869636
  nChanged 2
		SP:Iteration 19Q (60376.430000 sec): 3 clusters
  Score: Raw -2197580.881695 + Penalty 3177.161464 = -2194403.720231
  nChanged 1
		SP:Iteration 20F (60376.660000 sec): 3 clusters
  Score: Raw -2197581.507571 + Penalty 3177.161464 = -2194404.346107
  nChanged 1
		SP:Iteration 21Q (60376.900000 sec): 3 clusters
  Score: Raw -2197583.353525 + Penalty 3177.161464 = -2194406.192061
  nChanged 3
		SP:Iteration 22Q (60377.140000 sec): 3 clusters
  Score: Raw -2197586.952168 + Penalty 3177.161464 = -2194409.790704
  nChanged 0
		SP:Iteration 23F (60377.370000 sec): 3 clusters
  Score: Raw -2197586.952168 + Penalty 3177.161464 = -2194409.790704
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 23 (1316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60377.460000 sec): 2 clusters
  Score: Raw -147661.191531 + Penalty 1167.132218 = -146494.059313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60377.640000 sec): 3 clusters
  Score: Raw -147194.762063 + Penalty 2334.264436 = -144860.497627
  nChanged 443
		SP:Iteration 1F (60377.840000 sec): 3 clusters
  Score: Raw -147604.746236 + Penalty 2334.264436 = -145270.481800
  nChanged 125
		SP:Iteration 2F (60378.000000 sec): 3 clusters
  Score: Raw -147815.118789 + Penalty 2334.264436 = -145480.854353
  nChanged 104
		SP:Iteration 3F (60378.160000 sec): 3 clusters
  Score: Raw -147985.755355 + Penalty 2334.264436 = -145651.490919
  nChanged 69
		SP:Iteration 4F (60378.380000 sec): 3 clusters
  Score: Raw -148100.533147 + Penalty 2334.264436 = -145766.268710
  nChanged 60
		SP:Iteration 5Q (60378.560000 sec): 3 clusters
  Score: Raw -148175.384563 + Penalty 2334.264436 = -145841.120127
  nChanged 37
		SP:Iteration 6Q (60378.710000 sec): 3 clusters
  Score: Raw -148214.749394 + Penalty 2334.264436 = -145880.484957
  nChanged 25
		SP:Iteration 7Q (60378.900000 sec): 3 clusters
  Score: Raw -148237.446358 + Penalty 2334.264436 = -145903.181922
  nChanged 14
		SP:Iteration 8Q (60379.080000 sec): 3 clusters
  Score: Raw -148249.016226 + Penalty 2334.264436 = -145914.751789
  nChanged 11
		SP:Iteration 9Q (60379.220000 sec): 3 clusters
  Score: Raw -148258.698526 + Penalty 2334.264436 = -145924.434090
  nChanged 5
		SP:Iteration 10Q (60379.420000 sec): 3 clusters
  Score: Raw -148263.267682 + Penalty 2334.264436 = -145929.003246
  nChanged 5
		SP:Iteration 11Q (60379.620000 sec): 3 clusters
  Score: Raw -148269.546492 + Penalty 2334.264436 = -145935.282055
  nChanged 3
		SP:Iteration 12Q (60379.770000 sec): 3 clusters
  Score: Raw -148272.467144 + Penalty 2334.264436 = -145938.202708
  nChanged 1
		SP:Iteration 13Q (60379.960000 sec): 3 clusters
  Score: Raw -148273.041906 + Penalty 2334.264436 = -145938.777469
  nChanged 0
		SP:Iteration 14F (60380.140000 sec): 3 clusters
  Score: Raw -148273.041906 + Penalty 2334.264436 = -145938.777469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 24 (3910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60380.260000 sec): 2 clusters
  Score: Raw -452822.146376 + Penalty 1344.085056 = -451478.061320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60380.410000 sec): 3 clusters
  Score: Raw -450919.799181 + Penalty 2688.170112 = -448231.629069
  nChanged 1519
		SP:Iteration 1F (60380.580000 sec): 3 clusters
  Score: Raw -451818.556315 + Penalty 2688.170112 = -449130.386202
  nChanged 287
		SP:Iteration 2F (60380.730000 sec): 3 clusters
  Score: Raw -452023.629592 + Penalty 2688.170112 = -449335.459480
  nChanged 229
		SP:Iteration 3F (60380.940000 sec): 3 clusters
  Score: Raw -452182.187503 + Penalty 2688.170112 = -449494.017391
  nChanged 212
		SP:Iteration 4F (60381.120000 sec): 3 clusters
  Score: Raw -452330.261060 + Penalty 2688.170112 = -449642.090947
  nChanged 201
		SP:Iteration 5F (60381.320000 sec): 3 clusters
  Score: Raw -452486.804779 + Penalty 2688.170112 = -449798.634667
  nChanged 208
		SP:Iteration 6F (60381.540000 sec): 3 clusters
  Score: Raw -452665.947414 + Penalty 2688.170112 = -449977.777302
  nChanged 200
		SP:Iteration 7F (60381.720000 sec): 3 clusters
  Score: Raw -452801.862619 + Penalty 2688.170112 = -450113.692507
  nChanged 138
		SP:Iteration 8Q (60381.930000 sec): 3 clusters
  Score: Raw -452891.243133 + Penalty 2688.170112 = -450203.073021
  nChanged 120
		SP:Iteration 9Q (60382.110000 sec): 3 clusters
  Score: Raw -452965.519013 + Penalty 2688.170112 = -450277.348901
  nChanged 100
		SP:Iteration 10Q (60382.340000 sec): 3 clusters
  Score: Raw -453022.275717 + Penalty 2688.170112 = -450334.105605
  nChanged 75
		SP:Iteration 11Q (60382.520000 sec): 3 clusters
  Score: Raw -453054.477467 + Penalty 2688.170112 = -450366.307355
  nChanged 52
		SP:Iteration 12Q (60382.700000 sec): 3 clusters
  Score: Raw -453075.072060 + Penalty 2688.170112 = -450386.901948
  nChanged 34
		SP:Iteration 13Q (60382.910000 sec): 3 clusters
  Score: Raw -453086.531961 + Penalty 2688.170112 = -450398.361849
  nChanged 22
		SP:Iteration 14Q (60383.120000 sec): 3 clusters
  Score: Raw -453092.610399 + Penalty 2688.170112 = -450404.440287
  nChanged 16
		SP:Iteration 15Q (60383.300000 sec): 3 clusters
  Score: Raw -453097.182332 + Penalty 2688.170112 = -450409.012220
  nChanged 16
		SP:Iteration 16Q (60383.450000 sec): 3 clusters
  Score: Raw -453100.415127 + Penalty 2688.170112 = -450412.245015
  nChanged 7
		SP:Iteration 17Q (60383.650000 sec): 3 clusters
  Score: Raw -453101.629242 + Penalty 2688.170112 = -450413.459130
  nChanged 5
		SP:Iteration 18Q (60383.830000 sec): 3 clusters
  Score: Raw -453102.833985 + Penalty 2688.170112 = -450414.663873
  nChanged 6
		SP:Iteration 19Q (60384.000000 sec): 3 clusters
  Score: Raw -453104.003610 + Penalty 2688.170112 = -450415.833498
  nChanged 3
		SP:Iteration 20F (60384.200000 sec): 3 clusters
  Score: Raw -453104.835400 + Penalty 2688.170112 = -450416.665288
  nChanged 1
		SP:Iteration 21Q (60384.410000 sec): 3 clusters
  Score: Raw -453104.990227 + Penalty 2688.170112 = -450416.820115
  nChanged 1
		SP:Iteration 22Q (60384.560000 sec): 3 clusters
  Score: Raw -453105.315611 + Penalty 2688.170112 = -450417.145499
  nChanged 4
		SP:Iteration 23Q (60384.770000 sec): 3 clusters
  Score: Raw -453106.494593 + Penalty 2688.170112 = -450418.324480
  nChanged 5
		SP:Iteration 24Q (60384.970000 sec): 3 clusters
  Score: Raw -453107.686441 + Penalty 2688.170112 = -450419.516329
  nChanged 5
		SP:Iteration 25Q (60385.170000 sec): 3 clusters
  Score: Raw -453109.604392 + Penalty 2688.170112 = -450421.434280
  nChanged 9
		SP:Iteration 26Q (60385.340000 sec): 3 clusters
  Score: Raw -453111.184981 + Penalty 2688.170112 = -450423.014869
  nChanged 5
		SP:Iteration 27Q (60385.550000 sec): 3 clusters
  Score: Raw -453112.116623 + Penalty 2688.170112 = -450423.946510
  nChanged 3
		SP:Iteration 28Q (60385.700000 sec): 3 clusters
  Score: Raw -453113.008127 + Penalty 2688.170112 = -450424.838015
  nChanged 4
		SP:Iteration 29Q (60385.860000 sec): 3 clusters
  Score: Raw -453113.945034 + Penalty 2688.170112 = -450425.774922
  nChanged 2
		SP:Iteration 30Q (60386.030000 sec): 3 clusters
  Score: Raw -453114.268086 + Penalty 2688.170112 = -450426.097974
  nChanged 3
		SP:Iteration 31Q (60386.210000 sec): 3 clusters
  Score: Raw -453115.277325 + Penalty 2688.170112 = -450427.107213
  nChanged 4
		SP:Iteration 32Q (60386.390000 sec): 3 clusters
  Score: Raw -453116.372517 + Penalty 2688.170112 = -450428.202405
  nChanged 7
		SP:Iteration 33Q (60386.580000 sec): 3 clusters
  Score: Raw -453118.393843 + Penalty 2688.170112 = -450430.223731
  nChanged 5
		SP:Iteration 34Q (60386.830000 sec): 3 clusters
  Score: Raw -453119.263797 + Penalty 2688.170112 = -450431.093685
  nChanged 0
		SP:Iteration 35F (60387.000000 sec): 3 clusters
  Score: Raw -453119.263797 + Penalty 2688.170112 = -450431.093685
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 25 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60387.090000 sec): 2 clusters
  Score: Raw -19845.494260 + Penalty 846.541500 = -18998.952760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60387.280000 sec): 3 clusters
  Score: Raw -20003.629824 + Penalty 1693.083000 = -18310.546824
  nChanged 31
		SP:Iteration 1F (60387.430000 sec): 3 clusters
  Score: Raw -20111.144842 + Penalty 1693.083000 = -18418.061842
  nChanged 4
		SP:Iteration 2Q (60387.570000 sec): 3 clusters
  Score: Raw -20125.514998 + Penalty 1693.083000 = -18432.431998
  nChanged 1
		SP:Iteration 3Q (60387.750000 sec): 3 clusters
  Score: Raw -20127.486154 + Penalty 1693.083000 = -18434.403154
  nChanged 1
		SP:Iteration 4Q (60387.890000 sec): 3 clusters
  Score: Raw -20131.792638 + Penalty 1693.083000 = -18438.709639
  nChanged 2
		SP:Iteration 5Q (60388.050000 sec): 3 clusters
  Score: Raw -20139.460931 + Penalty 1693.083000 = -18446.377932
  nChanged 2
		SP:Iteration 6Q (60388.220000 sec): 3 clusters
  Score: Raw -20145.318929 + Penalty 1693.083000 = -18452.235929
  nChanged 1
		SP:Iteration 7Q (60388.420000 sec): 3 clusters
  Score: Raw -20152.108389 + Penalty 1693.083000 = -18459.025390
  nChanged 0
		SP:Iteration 8F (60388.570000 sec): 3 clusters
  Score: Raw -20152.108389 + Penalty 1693.083000 = -18459.025390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 26 (14049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60388.740000 sec): 2 clusters
  Score: Raw -1660399.159683 + Penalty 1551.924806 = -1658847.234877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60388.980000 sec): 3 clusters
  Score: Raw -1652405.546803 + Penalty 3103.849612 = -1649301.697191
  nChanged 6163
		SP:Iteration 1F (60389.170000 sec): 3 clusters
  Score: Raw -1655769.365469 + Penalty 3103.849612 = -1652665.515858
  nChanged 865
		SP:Iteration 2F (60389.400000 sec): 3 clusters
  Score: Raw -1656158.401428 + Penalty 3103.849612 = -1653054.551816
  nChanged 782
		SP:Iteration 3F (60389.630000 sec): 3 clusters
  Score: Raw -1656510.452213 + Penalty 3103.849612 = -1653406.602601
  nChanged 736
		SP:Iteration 4F (60389.850000 sec): 3 clusters
  Score: Raw -1656832.794444 + Penalty 3103.849612 = -1653728.944832
  nChanged 648
		SP:Iteration 5Q (60390.110000 sec): 3 clusters
  Score: Raw -1657130.884132 + Penalty 3103.849612 = -1654027.034520
  nChanged 638
		SP:Iteration 6Q (60390.340000 sec): 3 clusters
  Score: Raw -1657420.066268 + Penalty 3103.849612 = -1654316.216657
  nChanged 597
		SP:Iteration 7Q (60390.580000 sec): 3 clusters
  Score: Raw -1657689.791763 + Penalty 3103.849612 = -1654585.942151
  nChanged 572
		SP:Iteration 8Q (60390.810000 sec): 3 clusters
  Score: Raw -1657979.271482 + Penalty 3103.849612 = -1654875.421871
  nChanged 571
		SP:Iteration 9Q (60391.060000 sec): 3 clusters
  Score: Raw -1658321.987362 + Penalty 3103.849612 = -1655218.137750
  nChanged 566
		SP:Iteration 10Q (60391.280000 sec): 3 clusters
  Score: Raw -1658669.542423 + Penalty 3103.849612 = -1655565.692811
  nChanged 513
		SP:Iteration 11Q (60391.520000 sec): 3 clusters
  Score: Raw -1658949.229703 + Penalty 3103.849612 = -1655845.380091
  nChanged 460
		SP:Iteration 12Q (60391.780000 sec): 3 clusters
  Score: Raw -1659177.371054 + Penalty 3103.849612 = -1656073.521442
  nChanged 393
		SP:Iteration 13Q (60392.000000 sec): 3 clusters
  Score: Raw -1659369.669090 + Penalty 3103.849612 = -1656265.819478
  nChanged 332
		SP:Iteration 14Q (60392.270000 sec): 3 clusters
  Score: Raw -1659524.553898 + Penalty 3103.849612 = -1656420.704286
  nChanged 254
		SP:Iteration 15Q (60392.490000 sec): 3 clusters
  Score: Raw -1659652.650150 + Penalty 3103.849612 = -1656548.800538
  nChanged 237
		SP:Iteration 16Q (60392.740000 sec): 3 clusters
  Score: Raw -1659774.445297 + Penalty 3103.849612 = -1656670.595685
  nChanged 216
		SP:Iteration 17Q (60392.960000 sec): 3 clusters
  Score: Raw -1659872.245237 + Penalty 3103.849612 = -1656768.395625
  nChanged 196
		SP:Iteration 18Q (60393.210000 sec): 3 clusters
  Score: Raw -1659956.148162 + Penalty 3103.849612 = -1656852.298550
  nChanged 160
		SP:Iteration 19Q (60393.450000 sec): 3 clusters
  Score: Raw -1660020.269986 + Penalty 3103.849612 = -1656916.420374
  nChanged 131
		SP:Iteration 20F (60393.670000 sec): 3 clusters
  Score: Raw -1660069.725390 + Penalty 3103.849612 = -1656965.875778
  nChanged 114
		SP:Iteration 21Q (60393.910000 sec): 3 clusters
  Score: Raw -1660103.668004 + Penalty 3103.849612 = -1656999.818392
  nChanged 106
		SP:Iteration 22Q (60394.160000 sec): 3 clusters
  Score: Raw -1660132.553217 + Penalty 3103.849612 = -1657028.703605
  nChanged 117
		SP:Iteration 23Q (60394.390000 sec): 3 clusters
  Score: Raw -1660167.454690 + Penalty 3103.849612 = -1657063.605078
  nChanged 110
		SP:Iteration 24Q (60394.640000 sec): 3 clusters
  Score: Raw -1660200.995433 + Penalty 3103.849612 = -1657097.145821
  nChanged 98
		SP:Iteration 25Q (60394.870000 sec): 3 clusters
  Score: Raw -1660233.689334 + Penalty 3103.849612 = -1657129.839722
  nChanged 90
		SP:Iteration 26Q (60395.060000 sec): 3 clusters
  Score: Raw -1660265.653530 + Penalty 3103.849612 = -1657161.803918
  nChanged 93
		SP:Iteration 27Q (60395.310000 sec): 3 clusters
  Score: Raw -1660296.712057 + Penalty 3103.849612 = -1657192.862445
  nChanged 100
		SP:Iteration 28Q (60395.540000 sec): 3 clusters
  Score: Raw -1660326.129827 + Penalty 3103.849612 = -1657222.280216
  nChanged 97
		SP:Iteration 29Q (60395.750000 sec): 3 clusters
  Score: Raw -1660350.360117 + Penalty 3103.849612 = -1657246.510505
  nChanged 84
		SP:Iteration 30Q (60396.000000 sec): 3 clusters
  Score: Raw -1660376.631349 + Penalty 3103.849612 = -1657272.781737
  nChanged 87
		SP:Iteration 31Q (60396.260000 sec): 3 clusters
  Score: Raw -1660409.185922 + Penalty 3103.849612 = -1657305.336310
  nChanged 92
		SP:Iteration 32Q (60396.460000 sec): 3 clusters
  Score: Raw -1660446.714240 + Penalty 3103.849612 = -1657342.864629
  nChanged 90
		SP:Iteration 33Q (60396.700000 sec): 3 clusters
  Score: Raw -1660481.222240 + Penalty 3103.849612 = -1657377.372628
  nChanged 77
		SP:Iteration 34Q (60396.940000 sec): 3 clusters
  Score: Raw -1660510.653836 + Penalty 3103.849612 = -1657406.804224
  nChanged 81
		SP:Iteration 35Q (60397.180000 sec): 3 clusters
  Score: Raw -1660537.509907 + Penalty 3103.849612 = -1657433.660295
  nChanged 82
		SP:Iteration 36Q (60397.380000 sec): 3 clusters
  Score: Raw -1660565.528378 + Penalty 3103.849612 = -1657461.678766
  nChanged 66
		SP:Iteration 37Q (60397.660000 sec): 3 clusters
  Score: Raw -1660588.356122 + Penalty 3103.849612 = -1657484.506510
  nChanged 69
		SP:Iteration 38Q (60397.910000 sec): 3 clusters
  Score: Raw -1660611.335287 + Penalty 3103.849612 = -1657507.485675
  nChanged 54
		SP:Iteration 39Q (60398.110000 sec): 3 clusters
  Score: Raw -1660630.491876 + Penalty 3103.849612 = -1657526.642264
  nChanged 54
		SP:Iteration 40F (60398.350000 sec): 3 clusters
  Score: Raw -1660646.078827 + Penalty 3103.849612 = -1657542.229215
  nChanged 45
		SP:Iteration 41Q (60398.540000 sec): 3 clusters
  Score: Raw -1660659.796133 + Penalty 3103.849612 = -1657555.946521
  nChanged 35
		SP:Iteration 42Q (60398.790000 sec): 3 clusters
  Score: Raw -1660669.962347 + Penalty 3103.849612 = -1657566.112735
  nChanged 41
		SP:Iteration 43Q (60399.000000 sec): 3 clusters
  Score: Raw -1660679.984088 + Penalty 3103.849612 = -1657576.134476
  nChanged 29
		SP:Iteration 44Q (60399.240000 sec): 3 clusters
  Score: Raw -1660687.832254 + Penalty 3103.849612 = -1657583.982642
  nChanged 33
		SP:Iteration 45Q (60399.460000 sec): 3 clusters
  Score: Raw -1660694.166838 + Penalty 3103.849612 = -1657590.317226
  nChanged 22
		SP:Iteration 46Q (60399.680000 sec): 3 clusters
  Score: Raw -1660697.443404 + Penalty 3103.849612 = -1657593.593793
  nChanged 17
		SP:Iteration 47Q (60399.910000 sec): 3 clusters
  Score: Raw -1660699.653788 + Penalty 3103.849612 = -1657595.804177
  nChanged 9
		SP:Iteration 48Q (60400.140000 sec): 3 clusters
  Score: Raw -1660700.957738 + Penalty 3103.849612 = -1657597.108126
  nChanged 13
		SP:Iteration 49Q (60400.380000 sec): 3 clusters
  Score: Raw -1660702.868397 + Penalty 3103.849612 = -1657599.018785
  nChanged 9
		SP:Iteration 50Q (60400.570000 sec): 3 clusters
  Score: Raw -1660703.901742 + Penalty 3103.849612 = -1657600.052131
  nChanged 7
		SP:Iteration 51Q (60400.800000 sec): 3 clusters
  Score: Raw -1660704.887457 + Penalty 3103.849612 = -1657601.037845
  nChanged 10
		SP:Iteration 52Q (60401.040000 sec): 3 clusters
  Score: Raw -1660707.070157 + Penalty 3103.849612 = -1657603.220546
  nChanged 16
		SP:Iteration 53Q (60401.280000 sec): 3 clusters
  Score: Raw -1660710.503938 + Penalty 3103.849612 = -1657606.654326
  nChanged 16
		SP:Iteration 54Q (60401.480000 sec): 3 clusters
  Score: Raw -1660713.322248 + Penalty 3103.849612 = -1657609.472636
  nChanged 18
		SP:Iteration 55Q (60401.710000 sec): 3 clusters
  Score: Raw -1660716.662212 + Penalty 3103.849612 = -1657612.812600
  nChanged 20
		SP:Iteration 56Q (60401.930000 sec): 3 clusters
  Score: Raw -1660720.155570 + Penalty 3103.849612 = -1657616.305958
  nChanged 16
		SP:Iteration 57Q (60402.170000 sec): 3 clusters
  Score: Raw -1660723.469405 + Penalty 3103.849612 = -1657619.619794
  nChanged 12
		SP:Iteration 58Q (60402.440000 sec): 3 clusters
  Score: Raw -1660725.483048 + Penalty 3103.849612 = -1657621.633437
  nChanged 8
		SP:Iteration 59Q (60402.650000 sec): 3 clusters
  Score: Raw -1660726.302808 + Penalty 3103.849612 = -1657622.453196
  nChanged 2
		SP:Iteration 60F (60402.840000 sec): 3 clusters
  Score: Raw -1660726.515580 + Penalty 3103.849612 = -1657622.665968
  nChanged 2
		SP:Iteration 61Q (60403.060000 sec): 3 clusters
  Score: Raw -1660726.772237 + Penalty 3103.849612 = -1657622.922625
  nChanged 2
		SP:Iteration 62Q (60403.290000 sec): 3 clusters
  Score: Raw -1660727.059574 + Penalty 3103.849612 = -1657623.209962
  nChanged 3
		SP:Iteration 63Q (60403.530000 sec): 3 clusters
  Score: Raw -1660727.465178 + Penalty 3103.849612 = -1657623.615566
  nChanged 1
		SP:Iteration 64Q (60403.750000 sec): 3 clusters
  Score: Raw -1660727.563648 + Penalty 3103.849612 = -1657623.714037
  nChanged 0
		SP:Iteration 65F (60403.990000 sec): 3 clusters
  Score: Raw -1660727.563648 + Penalty 3103.849612 = -1657623.714037
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 27 (16929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60404.160000 sec): 2 clusters
  Score: Raw -2110656.741849 + Penalty 1582.227304 = -2109074.514545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60404.470000 sec): 3 clusters
  Score: Raw -2100536.514875 + Penalty 3164.454607 = -2097372.060268
  nChanged 7597
		SP:Iteration 1F (60404.720000 sec): 3 clusters
  Score: Raw -2104772.774125 + Penalty 3164.454607 = -2101608.319518
  nChanged 1001
		SP:Iteration 2F (60404.980000 sec): 3 clusters
  Score: Raw -2105257.600898 + Penalty 3164.454607 = -2102093.146291
  nChanged 1005
		SP:Iteration 3F (60405.210000 sec): 3 clusters
  Score: Raw -2105770.882261 + Penalty 3164.454607 = -2102606.427654
  nChanged 1014
		SP:Iteration 4F (60405.490000 sec): 3 clusters
  Score: Raw -2106316.159947 + Penalty 3164.454607 = -2103151.705340
  nChanged 1012
		SP:Iteration 5F (60405.770000 sec): 3 clusters
  Score: Raw -2106903.337778 + Penalty 3164.454607 = -2103738.883171
  nChanged 973
		SP:Iteration 6F (60405.990000 sec): 3 clusters
  Score: Raw -2107439.801667 + Penalty 3164.454607 = -2104275.347060
  nChanged 872
		SP:Iteration 7F (60406.250000 sec): 3 clusters
  Score: Raw -2107924.606664 + Penalty 3164.454607 = -2104760.152057
  nChanged 776
		SP:Iteration 8Q (60406.500000 sec): 3 clusters
  Score: Raw -2108376.910974 + Penalty 3164.454607 = -2105212.456367
  nChanged 669
		SP:Iteration 9Q (60406.730000 sec): 3 clusters
  Score: Raw -2108799.365840 + Penalty 3164.454607 = -2105634.911233
  nChanged 585
		SP:Iteration 10Q (60406.960000 sec): 3 clusters
  Score: Raw -2109146.166301 + Penalty 3164.454607 = -2105981.711694
  nChanged 463
		SP:Iteration 11Q (60407.180000 sec): 3 clusters
  Score: Raw -2109462.066531 + Penalty 3164.454607 = -2106297.611924
  nChanged 411
		SP:Iteration 12Q (60407.420000 sec): 3 clusters
  Score: Raw -2109765.206117 + Penalty 3164.454607 = -2106600.751510
  nChanged 349
		SP:Iteration 13Q (60407.690000 sec): 3 clusters
  Score: Raw -2109969.498019 + Penalty 3164.454607 = -2106805.043412
  nChanged 277
		SP:Iteration 14Q (60407.960000 sec): 3 clusters
  Score: Raw -2110120.111600 + Penalty 3164.454607 = -2106955.656992
  nChanged 228
		SP:Iteration 15Q (60408.160000 sec): 3 clusters
  Score: Raw -2110226.008683 + Penalty 3164.454607 = -2107061.554076
  nChanged 174
		SP:Iteration 16Q (60408.430000 sec): 3 clusters
  Score: Raw -2110294.403385 + Penalty 3164.454607 = -2107129.948778
  nChanged 161
		SP:Iteration 17Q (60408.640000 sec): 3 clusters
  Score: Raw -2110350.993634 + Penalty 3164.454607 = -2107186.539027
  nChanged 120
		SP:Iteration 18Q (60408.890000 sec): 3 clusters
  Score: Raw -2110390.144034 + Penalty 3164.454607 = -2107225.689426
  nChanged 110
		SP:Iteration 19Q (60409.150000 sec): 3 clusters
  Score: Raw -2110424.337741 + Penalty 3164.454607 = -2107259.883134
  nChanged 79
		SP:Iteration 20F (60409.390000 sec): 3 clusters
  Score: Raw -2110446.486567 + Penalty 3164.454607 = -2107282.031960
  nChanged 58
		SP:Iteration 21Q (60409.660000 sec): 3 clusters
  Score: Raw -2110464.780542 + Penalty 3164.454607 = -2107300.325935
  nChanged 65
		SP:Iteration 22Q (60409.910000 sec): 3 clusters
  Score: Raw -2110482.798651 + Penalty 3164.454607 = -2107318.344043
  nChanged 61
		SP:Iteration 23Q (60410.140000 sec): 3 clusters
  Score: Raw -2110500.147721 + Penalty 3164.454607 = -2107335.693114
  nChanged 59
		SP:Iteration 24Q (60410.420000 sec): 3 clusters
  Score: Raw -2110518.534154 + Penalty 3164.454607 = -2107354.079547
  nChanged 57
		SP:Iteration 25Q (60410.660000 sec): 3 clusters
  Score: Raw -2110535.920507 + Penalty 3164.454607 = -2107371.465900
  nChanged 54
		SP:Iteration 26Q (60410.920000 sec): 3 clusters
  Score: Raw -2110549.433807 + Penalty 3164.454607 = -2107384.979199
  nChanged 48
		SP:Iteration 27Q (60411.180000 sec): 3 clusters
  Score: Raw -2110560.110949 + Penalty 3164.454607 = -2107395.656342
  nChanged 40
		SP:Iteration 28Q (60411.410000 sec): 3 clusters
  Score: Raw -2110569.500256 + Penalty 3164.454607 = -2107405.045649
  nChanged 33
		SP:Iteration 29Q (60411.690000 sec): 3 clusters
  Score: Raw -2110578.428156 + Penalty 3164.454607 = -2107413.973549
  nChanged 37
		SP:Iteration 30Q (60411.900000 sec): 3 clusters
  Score: Raw -2110591.362352 + Penalty 3164.454607 = -2107426.907745
  nChanged 50
		SP:Iteration 31Q (60412.170000 sec): 3 clusters
  Score: Raw -2110605.453472 + Penalty 3164.454607 = -2107440.998865
  nChanged 37
		SP:Iteration 32Q (60412.420000 sec): 3 clusters
  Score: Raw -2110617.681665 + Penalty 3164.454607 = -2107453.227057
  nChanged 27
		SP:Iteration 33Q (60412.640000 sec): 3 clusters
  Score: Raw -2110625.307492 + Penalty 3164.454607 = -2107460.852885
  nChanged 29
		SP:Iteration 34Q (60412.900000 sec): 3 clusters
  Score: Raw -2110635.367198 + Penalty 3164.454607 = -2107470.912591
  nChanged 35
		SP:Iteration 35Q (60413.190000 sec): 3 clusters
  Score: Raw -2110648.119984 + Penalty 3164.454607 = -2107483.665376
  nChanged 35
		SP:Iteration 36Q (60413.410000 sec): 3 clusters
  Score: Raw -2110660.202215 + Penalty 3164.454607 = -2107495.747607
  nChanged 31
		SP:Iteration 37Q (60413.650000 sec): 3 clusters
  Score: Raw -2110671.274081 + Penalty 3164.454607 = -2107506.819474
  nChanged 38
		SP:Iteration 38Q (60413.900000 sec): 3 clusters
  Score: Raw -2110686.166536 + Penalty 3164.454607 = -2107521.711929
  nChanged 34
		SP:Iteration 39Q (60414.160000 sec): 3 clusters
  Score: Raw -2110697.324229 + Penalty 3164.454607 = -2107532.869622
  nChanged 37
		SP:Iteration 40F (60414.370000 sec): 3 clusters
  Score: Raw -2110710.721570 + Penalty 3164.454607 = -2107546.266963
  nChanged 32
		SP:Iteration 41Q (60414.630000 sec): 3 clusters
  Score: Raw -2110721.006968 + Penalty 3164.454607 = -2107556.552361
  nChanged 24
		SP:Iteration 42Q (60414.870000 sec): 3 clusters
  Score: Raw -2110727.955748 + Penalty 3164.454607 = -2107563.501141
  nChanged 24
		SP:Iteration 43Q (60415.070000 sec): 3 clusters
  Score: Raw -2110736.756314 + Penalty 3164.454607 = -2107572.301706
  nChanged 21
		SP:Iteration 44Q (60415.290000 sec): 3 clusters
  Score: Raw -2110744.104730 + Penalty 3164.454607 = -2107579.650123
  nChanged 24
		SP:Iteration 45Q (60415.530000 sec): 3 clusters
  Score: Raw -2110752.322950 + Penalty 3164.454607 = -2107587.868343
  nChanged 16
		SP:Iteration 46Q (60415.770000 sec): 3 clusters
  Score: Raw -2110759.050885 + Penalty 3164.454607 = -2107594.596278
  nChanged 17
		SP:Iteration 47Q (60416.030000 sec): 3 clusters
  Score: Raw -2110764.894767 + Penalty 3164.454607 = -2107600.440160
  nChanged 13
		SP:Iteration 48Q (60416.250000 sec): 3 clusters
  Score: Raw -2110768.222313 + Penalty 3164.454607 = -2107603.767706
  nChanged 12
		SP:Iteration 49Q (60416.520000 sec): 3 clusters
  Score: Raw -2110770.920580 + Penalty 3164.454607 = -2107606.465973
  nChanged 13
		SP:Iteration 50Q (60416.750000 sec): 3 clusters
  Score: Raw -2110775.110648 + Penalty 3164.454607 = -2107610.656041
  nChanged 12
		SP:Iteration 51Q (60416.990000 sec): 3 clusters
  Score: Raw -2110778.813565 + Penalty 3164.454607 = -2107614.358958
  nChanged 17
		SP:Iteration 52Q (60417.210000 sec): 3 clusters
  Score: Raw -2110784.219487 + Penalty 3164.454607 = -2107619.764880
  nChanged 14
		SP:Iteration 53Q (60417.450000 sec): 3 clusters
  Score: Raw -2110787.930229 + Penalty 3164.454607 = -2107623.475622
  nChanged 10
		SP:Iteration 54Q (60417.690000 sec): 3 clusters
  Score: Raw -2110791.448670 + Penalty 3164.454607 = -2107626.994063
  nChanged 12
		SP:Iteration 55Q (60417.900000 sec): 3 clusters
  Score: Raw -2110796.589223 + Penalty 3164.454607 = -2107632.134616
  nChanged 16
		SP:Iteration 56Q (60418.160000 sec): 3 clusters
  Score: Raw -2110803.092931 + Penalty 3164.454607 = -2107638.638324
  nChanged 15
		SP:Iteration 57Q (60418.400000 sec): 3 clusters
  Score: Raw -2110809.043304 + Penalty 3164.454607 = -2107644.588697
  nChanged 15
		SP:Iteration 58Q (60418.600000 sec): 3 clusters
  Score: Raw -2110814.612973 + Penalty 3164.454607 = -2107650.158366
  nChanged 12
		SP:Iteration 59Q (60418.830000 sec): 3 clusters
  Score: Raw -2110819.714359 + Penalty 3164.454607 = -2107655.259752
  nChanged 14
		SP:Iteration 60F (60419.080000 sec): 3 clusters
  Score: Raw -2110825.790117 + Penalty 3164.454607 = -2107661.335510
  nChanged 13
		SP:Iteration 61Q (60419.320000 sec): 3 clusters
  Score: Raw -2110830.225477 + Penalty 3164.454607 = -2107665.770870
  nChanged 17
		SP:Iteration 62Q (60419.590000 sec): 3 clusters
  Score: Raw -2110837.739019 + Penalty 3164.454607 = -2107673.284412
  nChanged 17
		SP:Iteration 63Q (60419.840000 sec): 3 clusters
  Score: Raw -2110842.933633 + Penalty 3164.454607 = -2107678.479026
  nChanged 13
		SP:Iteration 64Q (60420.040000 sec): 3 clusters
  Score: Raw -2110848.179259 + Penalty 3164.454607 = -2107683.724652
  nChanged 14
		SP:Iteration 65Q (60420.320000 sec): 3 clusters
  Score: Raw -2110854.557297 + Penalty 3164.454607 = -2107690.102690
  nChanged 16
		SP:Iteration 66Q (60420.570000 sec): 3 clusters
  Score: Raw -2110859.785673 + Penalty 3164.454607 = -2107695.331066
  nChanged 12
		SP:Iteration 67Q (60420.780000 sec): 3 clusters
  Score: Raw -2110863.665395 + Penalty 3164.454607 = -2107699.210787
  nChanged 7
		SP:Iteration 68Q (60421.030000 sec): 3 clusters
  Score: Raw -2110866.310643 + Penalty 3164.454607 = -2107701.856036
  nChanged 12
		SP:Iteration 69Q (60421.260000 sec): 3 clusters
  Score: Raw -2110869.265823 + Penalty 3164.454607 = -2107704.811216
  nChanged 5
		SP:Iteration 70Q (60421.540000 sec): 3 clusters
  Score: Raw -2110870.319848 + Penalty 3164.454607 = -2107705.865241
  nChanged 2
		SP:Iteration 71Q (60421.760000 sec): 3 clusters
  Score: Raw -2110871.718844 + Penalty 3164.454607 = -2107707.264237
  nChanged 8
		SP:Iteration 72Q (60422.010000 sec): 3 clusters
  Score: Raw -2110875.585371 + Penalty 3164.454607 = -2107711.130763
  nChanged 6
		SP:Iteration 73Q (60422.260000 sec): 3 clusters
  Score: Raw -2110877.556916 + Penalty 3164.454607 = -2107713.102309
  nChanged 6
		SP:Iteration 74Q (60422.490000 sec): 3 clusters
  Score: Raw -2110879.765586 + Penalty 3164.454607 = -2107715.310979
  nChanged 7
		SP:Iteration 75Q (60422.760000 sec): 3 clusters
  Score: Raw -2110883.431719 + Penalty 3164.454607 = -2107718.977112
  nChanged 5
		SP:Iteration 76Q (60423.010000 sec): 3 clusters
  Score: Raw -2110885.181046 + Penalty 3164.454607 = -2107720.726439
  nChanged 6
		SP:Iteration 77Q (60423.250000 sec): 3 clusters
  Score: Raw -2110887.310700 + Penalty 3164.454607 = -2107722.856093
  nChanged 2
		SP:Iteration 78Q (60423.460000 sec): 3 clusters
  Score: Raw -2110887.563294 + Penalty 3164.454607 = -2107723.108687
  nChanged 2
		SP:Iteration 79Q (60423.740000 sec): 3 clusters
  Score: Raw -2110888.243982 + Penalty 3164.454607 = -2107723.789375
  nChanged 3
		SP:Iteration 80F (60424.000000 sec): 3 clusters
  Score: Raw -2110889.568361 + Penalty 3164.454607 = -2107725.113754
  nChanged 3
		SP:Iteration 81Q (60424.230000 sec): 3 clusters
  Score: Raw -2110890.604476 + Penalty 3164.454607 = -2107726.149869
  nChanged 1
		SP:Iteration 82Q (60424.470000 sec): 3 clusters
  Score: Raw -2110890.947641 + Penalty 3164.454607 = -2107726.493034
  nChanged 0
		SP:Iteration 83F (60424.710000 sec): 3 clusters
  Score: Raw -2110890.947641 + Penalty 3164.454607 = -2107726.493034
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 28 (726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60424.830000 sec): 2 clusters
  Score: Raw -83562.002317 + Penalty 1070.476877 = -82491.525440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60424.990000 sec): 3 clusters
  Score: Raw -83441.398800 + Penalty 2140.953755 = -81300.445046
  nChanged 188
		SP:Iteration 1F (60425.180000 sec): 3 clusters
  Score: Raw -83687.470746 + Penalty 2140.953755 = -81546.516991
  nChanged 57
		SP:Iteration 2F (60425.410000 sec): 3 clusters
  Score: Raw -83810.992608 + Penalty 2140.953755 = -81670.038853
  nChanged 39
		SP:Iteration 3F (60425.590000 sec): 3 clusters
  Score: Raw -83875.248074 + Penalty 2140.953755 = -81734.294319
  nChanged 19
		SP:Iteration 4Q (60425.760000 sec): 3 clusters
  Score: Raw -83896.288821 + Penalty 2140.953755 = -81755.335066
  nChanged 13
		SP:Iteration 5Q (60425.900000 sec): 3 clusters
  Score: Raw -83910.404393 + Penalty 2140.953755 = -81769.450638
  nChanged 5
		SP:Iteration 6Q (60426.110000 sec): 3 clusters
  Score: Raw -83916.073810 + Penalty 2140.953755 = -81775.120056
  nChanged 5
		SP:Iteration 7Q (60426.290000 sec): 3 clusters
  Score: Raw -83921.863198 + Penalty 2140.953755 = -81780.909443
  nChanged 7
		SP:Iteration 8Q (60426.430000 sec): 3 clusters
  Score: Raw -83931.621843 + Penalty 2140.953755 = -81790.668088
  nChanged 7
		SP:Iteration 9Q (60426.570000 sec): 3 clusters
  Score: Raw -83942.283993 + Penalty 2140.953755 = -81801.330239
  nChanged 8
		SP:Iteration 10Q (60426.750000 sec): 3 clusters
  Score: Raw -83952.557409 + Penalty 2140.953755 = -81811.603654
  nChanged 8
		SP:Iteration 11Q (60426.930000 sec): 3 clusters
  Score: Raw -83959.964812 + Penalty 2140.953755 = -81819.011057
  nChanged 6
		SP:Iteration 12Q (60427.050000 sec): 3 clusters
  Score: Raw -83965.036254 + Penalty 2140.953755 = -81824.082499
  nChanged 4
		SP:Iteration 13Q (60427.190000 sec): 3 clusters
  Score: Raw -83970.194551 + Penalty 2140.953755 = -81829.240796
  nChanged 5
		SP:Iteration 14Q (60427.340000 sec): 3 clusters
  Score: Raw -83975.623680 + Penalty 2140.953755 = -81834.669925
  nChanged 2
		SP:Iteration 15Q (60427.510000 sec): 3 clusters
  Score: Raw -83977.266310 + Penalty 2140.953755 = -81836.312555
  nChanged 2
		SP:Iteration 16Q (60427.690000 sec): 3 clusters
  Score: Raw -83978.850187 + Penalty 2140.953755 = -81837.896432
  nChanged 2
		SP:Iteration 17Q (60427.830000 sec): 3 clusters
  Score: Raw -83980.747195 + Penalty 2140.953755 = -81839.793440
  nChanged 3
		SP:Iteration 18Q (60427.950000 sec): 3 clusters
  Score: Raw -83983.002433 + Penalty 2140.953755 = -81842.048678
  nChanged 2
		SP:Iteration 19Q (60428.090000 sec): 3 clusters
  Score: Raw -83984.803218 + Penalty 2140.953755 = -81843.849463
  nChanged 3
		SP:Iteration 20F (60428.240000 sec): 3 clusters
  Score: Raw -83989.120915 + Penalty 2140.953755 = -81848.167160
  nChanged 1
		SP:Iteration 21Q (60428.400000 sec): 3 clusters
  Score: Raw -83990.209968 + Penalty 2140.953755 = -81849.256213
  nChanged 1
		SP:Iteration 22Q (60428.600000 sec): 3 clusters
  Score: Raw -83991.156476 + Penalty 2140.953755 = -81850.202721
  nChanged 0
		SP:Iteration 23F (60428.770000 sec): 3 clusters
  Score: Raw -83991.156476 + Penalty 2140.953755 = -81850.202721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 29 (1987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60428.840000 sec): 2 clusters
  Score: Raw -226979.397473 + Penalty 1234.086952 = -225745.310521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60429.030000 sec): 3 clusters
  Score: Raw -226166.600016 + Penalty 2468.173904 = -223698.426112
  nChanged 728
		SP:Iteration 1F (60429.190000 sec): 3 clusters
  Score: Raw -226789.956895 + Penalty 2468.173904 = -224321.782991
  nChanged 197
		SP:Iteration 2F (60429.380000 sec): 3 clusters
  Score: Raw -226979.134961 + Penalty 2468.173904 = -224510.961057
  nChanged 124
		SP:Iteration 3F (60429.590000 sec): 3 clusters
  Score: Raw -227090.395141 + Penalty 2468.173904 = -224622.221237
  nChanged 78
		SP:Iteration 4Q (60429.750000 sec): 3 clusters
  Score: Raw -227159.745445 + Penalty 2468.173904 = -224691.571541
  nChanged 71
		SP:Iteration 5Q (60429.930000 sec): 3 clusters
  Score: Raw -227222.551635 + Penalty 2468.173904 = -224754.377731
  nChanged 57
		SP:Iteration 6Q (60430.140000 sec): 3 clusters
  Score: Raw -227267.950686 + Penalty 2468.173904 = -224799.776782
  nChanged 49
		SP:Iteration 7Q (60430.320000 sec): 3 clusters
  Score: Raw -227311.786892 + Penalty 2468.173904 = -224843.612988
  nChanged 36
		SP:Iteration 8Q (60430.500000 sec): 3 clusters
  Score: Raw -227336.186555 + Penalty 2468.173904 = -224868.012651
  nChanged 23
		SP:Iteration 9Q (60430.650000 sec): 3 clusters
  Score: Raw -227349.042514 + Penalty 2468.173904 = -224880.868611
  nChanged 18
		SP:Iteration 10Q (60430.840000 sec): 3 clusters
  Score: Raw -227357.472301 + Penalty 2468.173904 = -224889.298397
  nChanged 17
		SP:Iteration 11Q (60430.970000 sec): 3 clusters
  Score: Raw -227366.804765 + Penalty 2468.173904 = -224898.630861
  nChanged 13
		SP:Iteration 12Q (60431.170000 sec): 3 clusters
  Score: Raw -227374.793067 + Penalty 2468.173904 = -224906.619163
  nChanged 15
		SP:Iteration 13Q (60431.320000 sec): 3 clusters
  Score: Raw -227383.422984 + Penalty 2468.173904 = -224915.249081
  nChanged 13
		SP:Iteration 14Q (60431.480000 sec): 3 clusters
  Score: Raw -227392.367758 + Penalty 2468.173904 = -224924.193855
  nChanged 11
		SP:Iteration 15Q (60431.630000 sec): 3 clusters
  Score: Raw -227401.530567 + Penalty 2468.173904 = -224933.356663
  nChanged 16
		SP:Iteration 16Q (60431.790000 sec): 3 clusters
  Score: Raw -227422.296949 + Penalty 2468.173904 = -224954.123045
  nChanged 20
		SP:Iteration 17Q (60431.950000 sec): 3 clusters
  Score: Raw -227447.241019 + Penalty 2468.173904 = -224979.067115
  nChanged 15
		SP:Iteration 18Q (60432.160000 sec): 3 clusters
  Score: Raw -227461.533502 + Penalty 2468.173904 = -224993.359598
  nChanged 10
		SP:Iteration 19Q (60432.330000 sec): 3 clusters
  Score: Raw -227468.223389 + Penalty 2468.173904 = -225000.049486
  nChanged 7
		SP:Iteration 20F (60432.520000 sec): 3 clusters
  Score: Raw -227471.727566 + Penalty 2468.173904 = -225003.553662
  nChanged 4
		SP:Iteration 21Q (60432.700000 sec): 3 clusters
  Score: Raw -227474.049022 + Penalty 2468.173904 = -225005.875118
  nChanged 4
		SP:Iteration 22Q (60432.880000 sec): 3 clusters
  Score: Raw -227476.343640 + Penalty 2468.173904 = -225008.169736
  nChanged 5
		SP:Iteration 23Q (60433.040000 sec): 3 clusters
  Score: Raw -227478.363630 + Penalty 2468.173904 = -225010.189726
  nChanged 4
		SP:Iteration 24Q (60433.220000 sec): 3 clusters
  Score: Raw -227480.164356 + Penalty 2468.173904 = -225011.990452
  nChanged 2
		SP:Iteration 25Q (60433.420000 sec): 3 clusters
  Score: Raw -227481.111969 + Penalty 2468.173904 = -225012.938065
  nChanged 1
		SP:Iteration 26Q (60433.600000 sec): 3 clusters
  Score: Raw -227481.867134 + Penalty 2468.173904 = -225013.693230
  nChanged 1
		SP:Iteration 27Q (60433.800000 sec): 3 clusters
  Score: Raw -227482.566972 + Penalty 2468.173904 = -225014.393069
  nChanged 1
		SP:Iteration 28Q (60433.990000 sec): 3 clusters
  Score: Raw -227483.083093 + Penalty 2468.173904 = -225014.909189
  nChanged 3
		SP:Iteration 29Q (60434.160000 sec): 3 clusters
  Score: Raw -227486.033279 + Penalty 2468.173904 = -225017.859376
  nChanged 6
		SP:Iteration 30Q (60434.320000 sec): 3 clusters
  Score: Raw -227489.588102 + Penalty 2468.173904 = -225021.414198
  nChanged 2
		SP:Iteration 31Q (60434.490000 sec): 3 clusters
  Score: Raw -227490.524566 + Penalty 2468.173904 = -225022.350662
  nChanged 1
		SP:Iteration 32Q (60434.640000 sec): 3 clusters
  Score: Raw -227490.971833 + Penalty 2468.173904 = -225022.797929
  nChanged 0
		SP:Iteration 33F (60434.830000 sec): 3 clusters
  Score: Raw -227490.971833 + Penalty 2468.173904 = -225022.797929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 30 (7756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60434.960000 sec): 2 clusters
  Score: Raw -844880.543996 + Penalty 1455.386078 = -843425.157918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60435.180000 sec): 3 clusters
  Score: Raw -840582.398934 + Penalty 2910.772155 = -837671.626778
  nChanged 3306
		SP:Iteration 1F (60435.360000 sec): 3 clusters
  Score: Raw -842472.458415 + Penalty 2910.772155 = -839561.686260
  nChanged 632
		SP:Iteration 2F (60435.580000 sec): 3 clusters
  Score: Raw -842883.484106 + Penalty 2910.772155 = -839972.711951
  nChanged 547
		SP:Iteration 3F (60435.780000 sec): 3 clusters
  Score: Raw -843260.387648 + Penalty 2910.772155 = -840349.615492
  nChanged 494
		SP:Iteration 4F (60435.950000 sec): 3 clusters
  Score: Raw -843575.908846 + Penalty 2910.772155 = -840665.136690
  nChanged 401
		SP:Iteration 5F (60436.150000 sec): 3 clusters
  Score: Raw -843821.047643 + Penalty 2910.772155 = -840910.275488
  nChanged 355
		SP:Iteration 6Q (60436.380000 sec): 3 clusters
  Score: Raw -844017.007419 + Penalty 2910.772155 = -841106.235264
  nChanged 325
		SP:Iteration 7Q (60436.550000 sec): 3 clusters
  Score: Raw -844203.348305 + Penalty 2910.772155 = -841292.576150
  nChanged 291
		SP:Iteration 8Q (60436.770000 sec): 3 clusters
  Score: Raw -844374.381231 + Penalty 2910.772155 = -841463.609076
  nChanged 279
		SP:Iteration 9Q (60436.970000 sec): 3 clusters
  Score: Raw -844521.554605 + Penalty 2910.772155 = -841610.782450
  nChanged 248
		SP:Iteration 10Q (60437.150000 sec): 3 clusters
  Score: Raw -844659.583237 + Penalty 2910.772155 = -841748.811082
  nChanged 236
		SP:Iteration 11Q (60437.380000 sec): 3 clusters
  Score: Raw -844789.025060 + Penalty 2910.772155 = -841878.252905
  nChanged 207
		SP:Iteration 12Q (60437.630000 sec): 3 clusters
  Score: Raw -844871.018819 + Penalty 2910.772155 = -841960.246664
  nChanged 166
		SP:Iteration 13Q (60437.810000 sec): 3 clusters
  Score: Raw -844943.521308 + Penalty 2910.772155 = -842032.749152
  nChanged 132
		SP:Iteration 14Q (60438.000000 sec): 3 clusters
  Score: Raw -845001.295520 + Penalty 2910.772155 = -842090.523365
  nChanged 114
		SP:Iteration 15Q (60438.190000 sec): 3 clusters
  Score: Raw -845048.700658 + Penalty 2910.772155 = -842137.928502
  nChanged 104
		SP:Iteration 16Q (60438.400000 sec): 3 clusters
  Score: Raw -845089.717453 + Penalty 2910.772155 = -842178.945298
  nChanged 89
		SP:Iteration 17Q (60438.580000 sec): 3 clusters
  Score: Raw -845124.987438 + Penalty 2910.772155 = -842214.215282
  nChanged 101
		SP:Iteration 18Q (60438.820000 sec): 3 clusters
  Score: Raw -845166.369808 + Penalty 2910.772155 = -842255.597652
  nChanged 101
		SP:Iteration 19Q (60439.020000 sec): 3 clusters
  Score: Raw -845208.487551 + Penalty 2910.772155 = -842297.715396
  nChanged 84
		SP:Iteration 20F (60439.210000 sec): 3 clusters
  Score: Raw -845238.018679 + Penalty 2910.772155 = -842327.246524
  nChanged 87
		SP:Iteration 21Q (60439.460000 sec): 3 clusters
  Score: Raw -845267.286893 + Penalty 2910.772155 = -842356.514738
  nChanged 68
		SP:Iteration 22Q (60439.660000 sec): 3 clusters
  Score: Raw -845288.971356 + Penalty 2910.772155 = -842378.199200
  nChanged 66
		SP:Iteration 23Q (60439.890000 sec): 3 clusters
  Score: Raw -845308.423565 + Penalty 2910.772155 = -842397.651409
  nChanged 63
		SP:Iteration 24Q (60440.080000 sec): 3 clusters
  Score: Raw -845328.199930 + Penalty 2910.772155 = -842417.427775
  nChanged 64
		SP:Iteration 25Q (60440.290000 sec): 3 clusters
  Score: Raw -845348.139780 + Penalty 2910.772155 = -842437.367625
  nChanged 58
		SP:Iteration 26Q (60440.490000 sec): 3 clusters
  Score: Raw -845365.837799 + Penalty 2910.772155 = -842455.065644
  nChanged 39
		SP:Iteration 27Q (60440.660000 sec): 3 clusters
  Score: Raw -845377.209939 + Penalty 2910.772155 = -842466.437783
  nChanged 36
		SP:Iteration 28Q (60440.870000 sec): 3 clusters
  Score: Raw -845388.344766 + Penalty 2910.772155 = -842477.572611
  nChanged 34
		SP:Iteration 29Q (60441.130000 sec): 3 clusters
  Score: Raw -845395.646081 + Penalty 2910.772155 = -842484.873925
  nChanged 17
		SP:Iteration 30Q (60441.310000 sec): 3 clusters
  Score: Raw -845399.226219 + Penalty 2910.772155 = -842488.454063
  nChanged 21
		SP:Iteration 31Q (60441.530000 sec): 3 clusters
  Score: Raw -845407.325033 + Penalty 2910.772155 = -842496.552878
  nChanged 27
		SP:Iteration 32Q (60441.730000 sec): 3 clusters
  Score: Raw -845415.295263 + Penalty 2910.772155 = -842504.523108
  nChanged 18
		SP:Iteration 33Q (60441.930000 sec): 3 clusters
  Score: Raw -845420.304587 + Penalty 2910.772155 = -842509.532431
  nChanged 17
		SP:Iteration 34Q (60442.150000 sec): 3 clusters
  Score: Raw -845424.143443 + Penalty 2910.772155 = -842513.371288
  nChanged 13
		SP:Iteration 35Q (60442.330000 sec): 3 clusters
  Score: Raw -845427.398206 + Penalty 2910.772155 = -842516.626051
  nChanged 12
		SP:Iteration 36Q (60442.540000 sec): 3 clusters
  Score: Raw -845430.356707 + Penalty 2910.772155 = -842519.584552
  nChanged 8
		SP:Iteration 37Q (60442.730000 sec): 3 clusters
  Score: Raw -845431.652614 + Penalty 2910.772155 = -842520.880459
  nChanged 2
		SP:Iteration 38Q (60442.950000 sec): 3 clusters
  Score: Raw -845431.854380 + Penalty 2910.772155 = -842521.082224
  nChanged 1
		SP:Iteration 39Q (60443.130000 sec): 3 clusters
  Score: Raw -845432.155101 + Penalty 2910.772155 = -842521.382946
  nChanged 2
		SP:Iteration 40F (60443.360000 sec): 3 clusters
  Score: Raw -845433.298080 + Penalty 2910.772155 = -842522.525924
  nChanged 6
		SP:Iteration 41Q (60443.570000 sec): 3 clusters
  Score: Raw -845435.108550 + Penalty 2910.772155 = -842524.336395
  nChanged 8
		SP:Iteration 42Q (60443.780000 sec): 3 clusters
  Score: Raw -845436.641642 + Penalty 2910.772155 = -842525.869487
  nChanged 4
		SP:Iteration 43Q (60443.950000 sec): 3 clusters
  Score: Raw -845437.570540 + Penalty 2910.772155 = -842526.798385
  nChanged 2
		SP:Iteration 44Q (60444.170000 sec): 3 clusters
  Score: Raw -845438.196623 + Penalty 2910.772155 = -842527.424468
  nChanged 1
		SP:Iteration 45Q (60444.370000 sec): 3 clusters
  Score: Raw -845438.418172 + Penalty 2910.772155 = -842527.646016
  nChanged 1
		SP:Iteration 46Q (60444.540000 sec): 3 clusters
  Score: Raw -845438.822482 + Penalty 2910.772155 = -842528.050326
  nChanged 2
		SP:Iteration 47Q (60444.780000 sec): 3 clusters
  Score: Raw -845438.978479 + Penalty 2910.772155 = -842528.206323
  nChanged 2
		SP:Iteration 48Q (60444.990000 sec): 3 clusters
  Score: Raw -845439.359963 + Penalty 2910.772155 = -842528.587808
  nChanged 2
		SP:Iteration 49Q (60445.210000 sec): 3 clusters
  Score: Raw -845439.906419 + Penalty 2910.772155 = -842529.134264
  nChanged 2
		SP:Iteration 50Q (60445.400000 sec): 3 clusters
  Score: Raw -845440.927435 + Penalty 2910.772155 = -842530.155279
  nChanged 5
		SP:Iteration 51Q (60445.590000 sec): 3 clusters
  Score: Raw -845441.972366 + Penalty 2910.772155 = -842531.200211
  nChanged 1
		SP:Iteration 52Q (60445.800000 sec): 3 clusters
  Score: Raw -845442.078002 + Penalty 2910.772155 = -842531.305846
  nChanged 1
		SP:Iteration 53Q (60446.030000 sec): 3 clusters
  Score: Raw -845442.230164 + Penalty 2910.772155 = -842531.458009
  nChanged 0
		SP:Iteration 54F (60446.210000 sec): 3 clusters
  Score: Raw -845442.230164 + Penalty 2910.772155 = -842531.458009
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 31 (1344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60446.340000 sec): 2 clusters
  Score: Raw -154862.968596 + Penalty 1170.553397 = -153692.415199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60446.520000 sec): 3 clusters
  Score: Raw -154389.903501 + Penalty 2341.106794 = -152048.796707
  nChanged 431
		SP:Iteration 1F (60446.670000 sec): 3 clusters
  Score: Raw -154752.040737 + Penalty 2341.106794 = -152410.933942
  nChanged 116
		SP:Iteration 2F (60446.840000 sec): 3 clusters
  Score: Raw -154861.933738 + Penalty 2341.106794 = -152520.826944
  nChanged 64
		SP:Iteration 3Q (60447.040000 sec): 3 clusters
  Score: Raw -154922.333886 + Penalty 2341.106794 = -152581.227091
  nChanged 44
		SP:Iteration 4Q (60447.210000 sec): 3 clusters
  Score: Raw -154959.009575 + Penalty 2341.106794 = -152617.902781
  nChanged 30
		SP:Iteration 5Q (60447.390000 sec): 3 clusters
  Score: Raw -154981.272355 + Penalty 2341.106794 = -152640.165560
  nChanged 19
		SP:Iteration 6Q (60447.620000 sec): 3 clusters
  Score: Raw -154996.215887 + Penalty 2341.106794 = -152655.109092
  nChanged 16
		SP:Iteration 7Q (60447.810000 sec): 3 clusters
  Score: Raw -155015.562625 + Penalty 2341.106794 = -152674.455831
  nChanged 17
		SP:Iteration 8Q (60447.960000 sec): 3 clusters
  Score: Raw -155033.768602 + Penalty 2341.106794 = -152692.661808
  nChanged 18
		SP:Iteration 9Q (60448.130000 sec): 3 clusters
  Score: Raw -155056.679873 + Penalty 2341.106794 = -152715.573078
  nChanged 24
		SP:Iteration 10Q (60448.320000 sec): 3 clusters
  Score: Raw -155085.484425 + Penalty 2341.106794 = -152744.377631
  nChanged 24
		SP:Iteration 11Q (60448.500000 sec): 3 clusters
  Score: Raw -155116.953476 + Penalty 2341.106794 = -152775.846681
  nChanged 31
		SP:Iteration 12Q (60448.700000 sec): 3 clusters
  Score: Raw -155145.671353 + Penalty 2341.106794 = -152804.564558
  nChanged 29
		SP:Iteration 13Q (60448.890000 sec): 3 clusters
  Score: Raw -155176.981629 + Penalty 2341.106794 = -152835.874835
  nChanged 30
		SP:Iteration 14Q (60449.060000 sec): 3 clusters
  Score: Raw -155205.627011 + Penalty 2341.106794 = -152864.520216
  nChanged 22
		SP:Iteration 15Q (60449.260000 sec): 3 clusters
  Score: Raw -155222.924774 + Penalty 2341.106794 = -152881.817980
  nChanged 14
		SP:Iteration 16Q (60449.430000 sec): 3 clusters
  Score: Raw -155239.038417 + Penalty 2341.106794 = -152897.931623
  nChanged 10
		SP:Iteration 17Q (60449.570000 sec): 3 clusters
  Score: Raw -155245.619808 + Penalty 2341.106794 = -152904.513013
  nChanged 6
		SP:Iteration 18Q (60449.770000 sec): 3 clusters
  Score: Raw -155248.969378 + Penalty 2341.106794 = -152907.862584
  nChanged 4
		SP:Iteration 19Q (60449.940000 sec): 3 clusters
  Score: Raw -155251.416756 + Penalty 2341.106794 = -152910.309962
  nChanged 0
		SP:Iteration 20F (60450.130000 sec): 3 clusters
  Score: Raw -155251.416756 + Penalty 2341.106794 = -152910.309962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 32 (5508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60450.240000 sec): 2 clusters
  Score: Raw -667323.531915 + Penalty 1399.767990 = -665923.763926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60450.440000 sec): 3 clusters
  Score: Raw -664426.422562 + Penalty 2799.535979 = -661626.886582
  nChanged 2241
		SP:Iteration 1F (60450.630000 sec): 3 clusters
  Score: Raw -665680.551628 + Penalty 2799.535979 = -662881.015649
  nChanged 388
		SP:Iteration 2F (60450.830000 sec): 3 clusters
  Score: Raw -665898.984816 + Penalty 2799.535979 = -663099.448837
  nChanged 306
		SP:Iteration 3F (60451.010000 sec): 3 clusters
  Score: Raw -666054.519590 + Penalty 2799.535979 = -663254.983611
  nChanged 243
		SP:Iteration 4Q (60451.220000 sec): 3 clusters
  Score: Raw -666176.574854 + Penalty 2799.535979 = -663377.038874
  nChanged 218
		SP:Iteration 5Q (60451.420000 sec): 3 clusters
  Score: Raw -666291.712834 + Penalty 2799.535979 = -663492.176855
  nChanged 192
		SP:Iteration 6Q (60451.630000 sec): 3 clusters
  Score: Raw -666407.548948 + Penalty 2799.535979 = -663608.012968
  nChanged 183
		SP:Iteration 7Q (60451.890000 sec): 3 clusters
  Score: Raw -666515.931470 + Penalty 2799.535979 = -663716.395491
  nChanged 182
		SP:Iteration 8Q (60452.070000 sec): 3 clusters
  Score: Raw -666617.995455 + Penalty 2799.535979 = -663818.459475
  nChanged 184
		SP:Iteration 9Q (60452.260000 sec): 3 clusters
  Score: Raw -666724.555473 + Penalty 2799.535979 = -663925.019494
  nChanged 179
		SP:Iteration 10Q (60452.410000 sec): 3 clusters
  Score: Raw -666826.193961 + Penalty 2799.535979 = -664026.657981
  nChanged 159
		SP:Iteration 11Q (60452.610000 sec): 3 clusters
  Score: Raw -666906.939547 + Penalty 2799.535979 = -664107.403567
  nChanged 137
		SP:Iteration 12Q (60452.750000 sec): 3 clusters
  Score: Raw -666974.769492 + Penalty 2799.535979 = -664175.233512
  nChanged 137
		SP:Iteration 13Q (60452.940000 sec): 3 clusters
  Score: Raw -667048.977886 + Penalty 2799.535979 = -664249.441907
  nChanged 134
		SP:Iteration 14Q (60453.120000 sec): 3 clusters
  Score: Raw -667122.944939 + Penalty 2799.535979 = -664323.408960
  nChanged 141
		SP:Iteration 15Q (60453.340000 sec): 3 clusters
  Score: Raw -667191.461737 + Penalty 2799.535979 = -664391.925758
  nChanged 141
		SP:Iteration 16Q (60453.520000 sec): 3 clusters
  Score: Raw -667271.610105 + Penalty 2799.535979 = -664472.074126
  nChanged 138
		SP:Iteration 17Q (60453.700000 sec): 3 clusters
  Score: Raw -667347.938436 + Penalty 2799.535979 = -664548.402457
  nChanged 112
		SP:Iteration 18Q (60453.950000 sec): 3 clusters
  Score: Raw -667402.428188 + Penalty 2799.535979 = -664602.892209
  nChanged 90
		SP:Iteration 19Q (60454.120000 sec): 3 clusters
  Score: Raw -667449.562440 + Penalty 2799.535979 = -664650.026460
  nChanged 77
		SP:Iteration 20F (60454.300000 sec): 3 clusters
  Score: Raw -667482.704899 + Penalty 2799.535979 = -664683.168919
  nChanged 76
		SP:Iteration 21Q (60454.520000 sec): 3 clusters
  Score: Raw -667513.088597 + Penalty 2799.535979 = -664713.552617
  nChanged 72
		SP:Iteration 22Q (60454.710000 sec): 3 clusters
  Score: Raw -667542.089775 + Penalty 2799.535979 = -664742.553796
  nChanged 70
		SP:Iteration 23Q (60454.900000 sec): 3 clusters
  Score: Raw -667574.049055 + Penalty 2799.535979 = -664774.513076
  nChanged 70
		SP:Iteration 24Q (60455.120000 sec): 3 clusters
  Score: Raw -667609.220215 + Penalty 2799.535979 = -664809.684236
  nChanged 76
		SP:Iteration 25Q (60455.250000 sec): 3 clusters
  Score: Raw -667652.074513 + Penalty 2799.535979 = -664852.538534
  nChanged 69
		SP:Iteration 26Q (60455.470000 sec): 3 clusters
  Score: Raw -667698.096378 + Penalty 2799.535979 = -664898.560399
  nChanged 70
		SP:Iteration 27Q (60455.680000 sec): 3 clusters
  Score: Raw -667739.315377 + Penalty 2799.535979 = -664939.779398
  nChanged 71
		SP:Iteration 28Q (60455.880000 sec): 3 clusters
  Score: Raw -667773.621178 + Penalty 2799.535979 = -664974.085198
  nChanged 57
		SP:Iteration 29Q (60456.060000 sec): 3 clusters
  Score: Raw -667796.254399 + Penalty 2799.535979 = -664996.718420
  nChanged 36
		SP:Iteration 30Q (60456.220000 sec): 3 clusters
  Score: Raw -667809.990567 + Penalty 2799.535979 = -665010.454587
  nChanged 39
		SP:Iteration 31Q (60456.420000 sec): 3 clusters
  Score: Raw -667821.957857 + Penalty 2799.535979 = -665022.421878
  nChanged 37
		SP:Iteration 32Q (60456.600000 sec): 3 clusters
  Score: Raw -667832.941383 + Penalty 2799.535979 = -665033.405403
  nChanged 25
		SP:Iteration 33Q (60456.800000 sec): 3 clusters
  Score: Raw -667838.433328 + Penalty 2799.535979 = -665038.897348
  nChanged 14
		SP:Iteration 34Q (60456.970000 sec): 3 clusters
  Score: Raw -667840.999289 + Penalty 2799.535979 = -665041.463310
  nChanged 9
		SP:Iteration 35Q (60457.150000 sec): 3 clusters
  Score: Raw -667842.274034 + Penalty 2799.535979 = -665042.738055
  nChanged 6
		SP:Iteration 36Q (60457.330000 sec): 3 clusters
  Score: Raw -667843.160498 + Penalty 2799.535979 = -665043.624519
  nChanged 10
		SP:Iteration 37Q (60457.500000 sec): 3 clusters
  Score: Raw -667845.116782 + Penalty 2799.535979 = -665045.580803
  nChanged 7
		SP:Iteration 38Q (60457.680000 sec): 3 clusters
  Score: Raw -667846.067521 + Penalty 2799.535979 = -665046.531541
  nChanged 5
		SP:Iteration 39Q (60457.910000 sec): 3 clusters
  Score: Raw -667846.856357 + Penalty 2799.535979 = -665047.320377
  nChanged 2
		SP:Iteration 40F (60458.080000 sec): 3 clusters
  Score: Raw -667847.186973 + Penalty 2799.535979 = -665047.650993
  nChanged 3
		SP:Iteration 41Q (60458.260000 sec): 3 clusters
  Score: Raw -667847.772840 + Penalty 2799.535979 = -665048.236860
  nChanged 5
		SP:Iteration 42Q (60458.470000 sec): 3 clusters
  Score: Raw -667848.579949 + Penalty 2799.535979 = -665049.043969
  nChanged 2
		SP:Iteration 43Q (60458.640000 sec): 3 clusters
  Score: Raw -667849.075247 + Penalty 2799.535979 = -665049.539268
  nChanged 4
		SP:Iteration 44Q (60458.810000 sec): 3 clusters
  Score: Raw -667849.838009 + Penalty 2799.535979 = -665050.302029
  nChanged 4
		SP:Iteration 45Q (60458.960000 sec): 3 clusters
  Score: Raw -667850.839214 + Penalty 2799.535979 = -665051.303235
  nChanged 2
		SP:Iteration 46Q (60459.140000 sec): 3 clusters
  Score: Raw -667851.106437 + Penalty 2799.535979 = -665051.570458
  nChanged 2
		SP:Iteration 47Q (60459.330000 sec): 3 clusters
  Score: Raw -667851.473065 + Penalty 2799.535979 = -665051.937085
  nChanged 3
		SP:Iteration 48Q (60459.500000 sec): 3 clusters
  Score: Raw -667851.946978 + Penalty 2799.535979 = -665052.410999
  nChanged 2
		SP:Iteration 49Q (60459.680000 sec): 3 clusters
  Score: Raw -667852.252855 + Penalty 2799.535979 = -665052.716875
  nChanged 1
		SP:Iteration 50Q (60459.890000 sec): 3 clusters
  Score: Raw -667852.344013 + Penalty 2799.535979 = -665052.808033
  nChanged 0
		SP:Iteration 51F (60460.060000 sec): 3 clusters
  Score: Raw -667852.344013 + Penalty 2799.535979 = -665052.808033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 33 (119356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60460.750000 sec): 2 clusters
  Score: Raw -14729035.309883 + Penalty 1899.603209 = -14727135.706674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60461.440000 sec): 3 clusters
  Score: Raw -14650988.766753 + Penalty 3799.206418 = -14647189.560335
  nChanged 57250
		SP:Iteration 1F (60462.170000 sec): 3 clusters
  Score: Raw -14683925.764369 + Penalty 3799.206418 = -14680126.557950
  nChanged 3493
		SP:Iteration 2Q (60462.950000 sec): 3 clusters
  Score: Raw -14684682.262302 + Penalty 3799.206418 = -14680883.055883
  nChanged 3896
		SP:Iteration 3Q (60463.750000 sec): 3 clusters
  Score: Raw -14685675.650109 + Penalty 3799.206418 = -14681876.443691
  nChanged 4421
		SP:Iteration 4Q (60464.580000 sec): 3 clusters
  Score: Raw -14687063.073227 + Penalty 3799.206418 = -14683263.866809
  nChanged 5620
		SP:Iteration 5Q (60465.400000 sec): 3 clusters
  Score: Raw -14689354.187223 + Penalty 3799.206418 = -14685554.980804
  nChanged 6918
		SP:Iteration 6F (60466.180000 sec): 3 clusters
  Score: Raw -14693023.024074 + Penalty 3799.206418 = -14689223.817655
  nChanged 8128
		SP:Iteration 7F (60466.960000 sec): 3 clusters
  Score: Raw -14698596.691758 + Penalty 3799.206418 = -14694797.485340
  nChanged 8549
		SP:Iteration 8F (60467.740000 sec): 3 clusters
  Score: Raw -14705831.187739 + Penalty 3799.206418 = -14702031.981320
  nChanged 7485
		SP:Iteration 9F (60468.550000 sec): 3 clusters
  Score: Raw -14713249.928349 + Penalty 3799.206418 = -14709450.721931
  nChanged 5548
		SP:Iteration 10Q (60469.350000 sec): 3 clusters
  Score: Raw -14718845.614901 + Penalty 3799.206418 = -14715046.408483
  nChanged 3750
		SP:Iteration 11Q (60470.130000 sec): 3 clusters
  Score: Raw -14721788.645812 + Penalty 3799.206418 = -14717989.439394
  nChanged 2455
		SP:Iteration 12Q (60470.920000 sec): 3 clusters
  Score: Raw -14723295.902810 + Penalty 3799.206418 = -14719496.696391
  nChanged 1695
		SP:Iteration 13Q (60471.690000 sec): 3 clusters
  Score: Raw -14724269.120251 + Penalty 3799.206418 = -14720469.913833
  nChanged 1458
		SP:Iteration 14Q (60472.410000 sec): 3 clusters
  Score: Raw -14725071.635119 + Penalty 3799.206418 = -14721272.428701
  nChanged 1329
		SP:Iteration 15Q (60473.170000 sec): 3 clusters
  Score: Raw -14725789.409266 + Penalty 3799.206418 = -14721990.202847
  nChanged 1145
		SP:Iteration 16Q (60473.870000 sec): 3 clusters
  Score: Raw -14726413.349323 + Penalty 3799.206418 = -14722614.142905
  nChanged 1027
		SP:Iteration 17Q (60474.600000 sec): 3 clusters
  Score: Raw -14726958.286058 + Penalty 3799.206418 = -14723159.079640
  nChanged 859
		SP:Iteration 18Q (60475.320000 sec): 3 clusters
  Score: Raw -14727400.131434 + Penalty 3799.206418 = -14723600.925016
  nChanged 779
		SP:Iteration 19Q (60475.990000 sec): 3 clusters
  Score: Raw -14727781.456959 + Penalty 3799.206418 = -14723982.250541
  nChanged 624
		SP:Iteration 20F (60476.730000 sec): 3 clusters
  Score: Raw -14728073.529682 + Penalty 3799.206418 = -14724274.323263
  nChanged 547
		SP:Iteration 21Q (60477.430000 sec): 3 clusters
  Score: Raw -14728315.912613 + Penalty 3799.206418 = -14724516.706195
  nChanged 457
		SP:Iteration 22Q (60478.190000 sec): 3 clusters
  Score: Raw -14728496.635379 + Penalty 3799.206418 = -14724697.428961
  nChanged 391
		SP:Iteration 23Q (60478.980000 sec): 3 clusters
  Score: Raw -14728642.190716 + Penalty 3799.206418 = -14724842.984297
  nChanged 328
		SP:Iteration 24Q (60479.750000 sec): 3 clusters
  Score: Raw -14728755.677144 + Penalty 3799.206418 = -14724956.470726
  nChanged 272
		SP:Iteration 25Q (60480.460000 sec): 3 clusters
  Score: Raw -14728842.886345 + Penalty 3799.206418 = -14725043.679927
  nChanged 247
		SP:Iteration 26Q (60481.130000 sec): 3 clusters
  Score: Raw -14728924.093741 + Penalty 3799.206418 = -14725124.887322
  nChanged 223
		SP:Iteration 27Q (60481.790000 sec): 3 clusters
  Score: Raw -14729003.283639 + Penalty 3799.206418 = -14725204.077221
  nChanged 217
		SP:Iteration 28Q (60482.430000 sec): 3 clusters
  Score: Raw -14729071.246300 + Penalty 3799.206418 = -14725272.039881
  nChanged 176
		SP:Iteration 29Q (60483.070000 sec): 3 clusters
  Score: Raw -14729127.827295 + Penalty 3799.206418 = -14725328.620876
  nChanged 152
		SP:Iteration 30Q (60483.770000 sec): 3 clusters
  Score: Raw -14729179.186464 + Penalty 3799.206418 = -14725379.980046
  nChanged 161
		SP:Iteration 31Q (60484.450000 sec): 3 clusters
  Score: Raw -14729235.733313 + Penalty 3799.206418 = -14725436.526894
  nChanged 149
		SP:Iteration 32Q (60485.090000 sec): 3 clusters
  Score: Raw -14729283.883798 + Penalty 3799.206418 = -14725484.677379
  nChanged 113
		SP:Iteration 33Q (60485.820000 sec): 3 clusters
  Score: Raw -14729315.524750 + Penalty 3799.206418 = -14725516.318331
  nChanged 95
		SP:Iteration 34Q (60486.500000 sec): 3 clusters
  Score: Raw -14729344.709179 + Penalty 3799.206418 = -14725545.502760
  nChanged 66
		SP:Iteration 35Q (60487.210000 sec): 3 clusters
  Score: Raw -14729360.589384 + Penalty 3799.206418 = -14725561.382965
  nChanged 43
		SP:Iteration 36Q (60487.850000 sec): 3 clusters
  Score: Raw -14729370.780024 + Penalty 3799.206418 = -14725571.573606
  nChanged 44
		SP:Iteration 37Q (60488.530000 sec): 3 clusters
  Score: Raw -14729380.125017 + Penalty 3799.206418 = -14725580.918599
  nChanged 35
		SP:Iteration 38Q (60489.210000 sec): 3 clusters
  Score: Raw -14729387.590446 + Penalty 3799.206418 = -14725588.384027
  nChanged 36
		SP:Iteration 39Q (60489.900000 sec): 3 clusters
  Score: Raw -14729395.806373 + Penalty 3799.206418 = -14725596.599955
  nChanged 31
		SP:Iteration 40F (60490.580000 sec): 3 clusters
  Score: Raw -14729402.546216 + Penalty 3799.206418 = -14725603.339797
  nChanged 23
		SP:Iteration 41Q (60491.230000 sec): 3 clusters
  Score: Raw -14729408.162675 + Penalty 3799.206418 = -14725608.956257
  nChanged 23
		SP:Iteration 42Q (60491.930000 sec): 3 clusters
  Score: Raw -14729413.093153 + Penalty 3799.206418 = -14725613.886735
  nChanged 22
		SP:Iteration 43Q (60492.570000 sec): 3 clusters
  Score: Raw -14729418.007109 + Penalty 3799.206418 = -14725618.800691
  nChanged 23
		SP:Iteration 44Q (60493.130000 sec): 3 clusters
  Score: Raw -14729425.803422 + Penalty 3799.206418 = -14725626.597003
  nChanged 24
		SP:Iteration 45Q (60493.730000 sec): 3 clusters
  Score: Raw -14729430.022360 + Penalty 3799.206418 = -14725630.815942
  nChanged 15
		SP:Iteration 46Q (60494.330000 sec): 3 clusters
  Score: Raw -14729433.008679 + Penalty 3799.206418 = -14725633.802260
  nChanged 12
		SP:Iteration 47Q (60494.930000 sec): 3 clusters
  Score: Raw -14729434.740260 + Penalty 3799.206418 = -14725635.533842
  nChanged 9
		SP:Iteration 48Q (60495.530000 sec): 3 clusters
  Score: Raw -14729436.492931 + Penalty 3799.206418 = -14725637.286513
  nChanged 11
		SP:Iteration 49Q (60496.130000 sec): 3 clusters
  Score: Raw -14729438.606952 + Penalty 3799.206418 = -14725639.400534
  nChanged 14
		SP:Iteration 50Q (60496.700000 sec): 3 clusters
  Score: Raw -14729441.911753 + Penalty 3799.206418 = -14725642.705335
  nChanged 19
		SP:Iteration 51Q (60497.260000 sec): 3 clusters
  Score: Raw -14729446.510427 + Penalty 3799.206418 = -14725647.304009
  nChanged 18
		SP:Iteration 52Q (60497.860000 sec): 3 clusters
  Score: Raw -14729450.147921 + Penalty 3799.206418 = -14725650.941503
  nChanged 14
		SP:Iteration 53Q (60498.500000 sec): 3 clusters
  Score: Raw -14729453.039927 + Penalty 3799.206418 = -14725653.833509
  nChanged 12
		SP:Iteration 54Q (60499.140000 sec): 3 clusters
  Score: Raw -14729455.439694 + Penalty 3799.206418 = -14725656.233276
  nChanged 13
		SP:Iteration 55Q (60499.760000 sec): 3 clusters
  Score: Raw -14729457.354413 + Penalty 3799.206418 = -14725658.147995
  nChanged 8
		SP:Iteration 56Q (60500.410000 sec): 3 clusters
  Score: Raw -14729458.402633 + Penalty 3799.206418 = -14725659.196215
  nChanged 7
		SP:Iteration 57Q (60501.010000 sec): 3 clusters
  Score: Raw -14729459.199668 + Penalty 3799.206418 = -14725659.993250
  nChanged 4
		SP:Iteration 58Q (60501.630000 sec): 3 clusters
  Score: Raw -14729459.855013 + Penalty 3799.206418 = -14725660.648595
  nChanged 1
		SP:Iteration 59Q (60502.190000 sec): 3 clusters
  Score: Raw -14729460.188832 + Penalty 3799.206418 = -14725660.982414
  nChanged 3
		SP:Iteration 60F (60502.830000 sec): 3 clusters
  Score: Raw -14729460.548940 + Penalty 3799.206418 = -14725661.342522
  nChanged 1
		SP:Iteration 61Q (60503.450000 sec): 3 clusters
  Score: Raw -14729460.672546 + Penalty 3799.206418 = -14725661.466127
  nChanged 1
		SP:Iteration 62Q (60504.170000 sec): 3 clusters
  Score: Raw -14729460.916727 + Penalty 3799.206418 = -14725661.710309
  nChanged 1
		SP:Iteration 63Q (60504.880000 sec): 3 clusters
  Score: Raw -14729461.124721 + Penalty 3799.206418 = -14725661.918303
  nChanged 1
		SP:Iteration 64Q (60505.530000 sec): 3 clusters
  Score: Raw -14729461.272085 + Penalty 3799.206418 = -14725662.065667
  nChanged 2
		SP:Iteration 65Q (60506.230000 sec): 3 clusters
  Score: Raw -14729461.463621 + Penalty 3799.206418 = -14725662.257203
  nChanged 1
		SP:Iteration 66Q (60506.900000 sec): 3 clusters
  Score: Raw -14729461.581528 + Penalty 3799.206418 = -14725662.375110
  nChanged 0
		SP:Iteration 67F (60507.660000 sec): 3 clusters
  Score: Raw -14729461.581528 + Penalty 3799.206418 = -14725662.375110
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 34 (3291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60507.880000 sec): 2 clusters
  Score: Raw -392994.111469 + Penalty 1316.078847 = -391678.032622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60508.060000 sec): 3 clusters
  Score: Raw -391438.366749 + Penalty 2632.157693 = -388806.209055
  nChanged 1276
		SP:Iteration 1F (60508.260000 sec): 3 clusters
  Score: Raw -392264.591124 + Penalty 2632.157693 = -389632.433431
  nChanged 301
		SP:Iteration 2F (60508.430000 sec): 3 clusters
  Score: Raw -392573.619694 + Penalty 2632.157693 = -389941.462001
  nChanged 271
		SP:Iteration 3F (60508.590000 sec): 3 clusters
  Score: Raw -392860.905451 + Penalty 2632.157693 = -390228.747757
  nChanged 219
		SP:Iteration 4F (60508.730000 sec): 3 clusters
  Score: Raw -393043.356197 + Penalty 2632.157693 = -390411.198504
  nChanged 164
		SP:Iteration 5Q (60508.910000 sec): 3 clusters
  Score: Raw -393166.350722 + Penalty 2632.157693 = -390534.193029
  nChanged 138
		SP:Iteration 6Q (60509.070000 sec): 3 clusters
  Score: Raw -393244.404039 + Penalty 2632.157693 = -390612.246345
  nChanged 85
		SP:Iteration 7Q (60509.290000 sec): 3 clusters
  Score: Raw -393280.423008 + Penalty 2632.157693 = -390648.265314
  nChanged 50
		SP:Iteration 8Q (60509.500000 sec): 3 clusters
  Score: Raw -393301.964587 + Penalty 2632.157693 = -390669.806893
  nChanged 42
		SP:Iteration 9Q (60509.680000 sec): 3 clusters
  Score: Raw -393316.522855 + Penalty 2632.157693 = -390684.365161
  nChanged 37
		SP:Iteration 10Q (60509.850000 sec): 3 clusters
  Score: Raw -393328.676296 + Penalty 2632.157693 = -390696.518602
  nChanged 24
		SP:Iteration 11Q (60510.050000 sec): 3 clusters
  Score: Raw -393337.928900 + Penalty 2632.157693 = -390705.771206
  nChanged 24
		SP:Iteration 12Q (60510.200000 sec): 3 clusters
  Score: Raw -393348.608865 + Penalty 2632.157693 = -390716.451171
  nChanged 22
		SP:Iteration 13Q (60510.410000 sec): 3 clusters
  Score: Raw -393356.336217 + Penalty 2632.157693 = -390724.178524
  nChanged 17
		SP:Iteration 14Q (60510.590000 sec): 3 clusters
  Score: Raw -393362.336925 + Penalty 2632.157693 = -390730.179232
  nChanged 15
		SP:Iteration 15Q (60510.790000 sec): 3 clusters
  Score: Raw -393367.322790 + Penalty 2632.157693 = -390735.165096
  nChanged 12
		SP:Iteration 16Q (60510.950000 sec): 3 clusters
  Score: Raw -393371.135912 + Penalty 2632.157693 = -390738.978218
  nChanged 7
		SP:Iteration 17Q (60511.130000 sec): 3 clusters
  Score: Raw -393373.654015 + Penalty 2632.157693 = -390741.496322
  nChanged 9
		SP:Iteration 18Q (60511.310000 sec): 3 clusters
  Score: Raw -393376.762461 + Penalty 2632.157693 = -390744.604768
  nChanged 4
		SP:Iteration 19Q (60511.520000 sec): 3 clusters
  Score: Raw -393378.322928 + Penalty 2632.157693 = -390746.165235
  nChanged 6
		SP:Iteration 20F (60511.700000 sec): 3 clusters
  Score: Raw -393380.117764 + Penalty 2632.157693 = -390747.960070
  nChanged 5
		SP:Iteration 21Q (60511.900000 sec): 3 clusters
  Score: Raw -393381.236376 + Penalty 2632.157693 = -390749.078683
  nChanged 5
		SP:Iteration 22Q (60512.080000 sec): 3 clusters
  Score: Raw -393382.332851 + Penalty 2632.157693 = -390750.175158
  nChanged 4
		SP:Iteration 23Q (60512.260000 sec): 3 clusters
  Score: Raw -393383.418076 + Penalty 2632.157693 = -390751.260383
  nChanged 5
		SP:Iteration 24Q (60512.420000 sec): 3 clusters
  Score: Raw -393384.610677 + Penalty 2632.157693 = -390752.452984
  nChanged 4
		SP:Iteration 25Q (60512.630000 sec): 3 clusters
  Score: Raw -393386.133799 + Penalty 2632.157693 = -390753.976106
  nChanged 7
		SP:Iteration 26Q (60512.770000 sec): 3 clusters
  Score: Raw -393388.173542 + Penalty 2632.157693 = -390756.015848
  nChanged 4
		SP:Iteration 27Q (60512.960000 sec): 3 clusters
  Score: Raw -393389.546313 + Penalty 2632.157693 = -390757.388619
  nChanged 5
		SP:Iteration 28Q (60513.140000 sec): 3 clusters
  Score: Raw -393390.957404 + Penalty 2632.157693 = -390758.799711
  nChanged 5
		SP:Iteration 29Q (60513.300000 sec): 3 clusters
  Score: Raw -393392.381921 + Penalty 2632.157693 = -390760.224228
  nChanged 1
		SP:Iteration 30Q (60513.480000 sec): 3 clusters
  Score: Raw -393392.613489 + Penalty 2632.157693 = -390760.455795
  nChanged 1
		SP:Iteration 31Q (60513.690000 sec): 3 clusters
  Score: Raw -393392.836817 + Penalty 2632.157693 = -390760.679124
  nChanged 0
		SP:Iteration 32F (60513.880000 sec): 3 clusters
  Score: Raw -393392.836817 + Penalty 2632.157693 = -390760.679124
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 35 (5347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60513.960000 sec): 2 clusters
  Score: Raw -644443.602074 + Penalty 1394.947277 = -643048.654797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60514.170000 sec): 3 clusters
  Score: Raw -641600.629564 + Penalty 2789.894554 = -638810.735010
  nChanged 2227
		SP:Iteration 1F (60514.340000 sec): 3 clusters
  Score: Raw -642984.981890 + Penalty 2789.894554 = -640195.087336
  nChanged 454
		SP:Iteration 2F (60514.580000 sec): 3 clusters
  Score: Raw -643307.283905 + Penalty 2789.894554 = -640517.389351
  nChanged 409
		SP:Iteration 3F (60514.800000 sec): 3 clusters
  Score: Raw -643620.121058 + Penalty 2789.894554 = -640830.226504
  nChanged 361
		SP:Iteration 4F (60514.970000 sec): 3 clusters
  Score: Raw -643901.755505 + Penalty 2789.894554 = -641111.860951
  nChanged 341
		SP:Iteration 5F (60515.140000 sec): 3 clusters
  Score: Raw -644193.133122 + Penalty 2789.894554 = -641403.238568
  nChanged 299
		SP:Iteration 6F (60515.340000 sec): 3 clusters
  Score: Raw -644458.288377 + Penalty 2789.894554 = -641668.393823
  nChanged 221
		SP:Iteration 7Q (60515.550000 sec): 3 clusters
  Score: Raw -644624.683873 + Penalty 2789.894554 = -641834.789319
  nChanged 146
		SP:Iteration 8Q (60515.700000 sec): 3 clusters
  Score: Raw -644718.175210 + Penalty 2789.894554 = -641928.280657
  nChanged 87
		SP:Iteration 9Q (60515.860000 sec): 3 clusters
  Score: Raw -644768.237424 + Penalty 2789.894554 = -641978.342870
  nChanged 64
		SP:Iteration 10Q (60516.040000 sec): 3 clusters
  Score: Raw -644809.314672 + Penalty 2789.894554 = -642019.420118
  nChanged 43
		SP:Iteration 11Q (60516.210000 sec): 3 clusters
  Score: Raw -644833.683743 + Penalty 2789.894554 = -642043.789189
  nChanged 40
		SP:Iteration 12Q (60516.410000 sec): 3 clusters
  Score: Raw -644860.980160 + Penalty 2789.894554 = -642071.085606
  nChanged 39
		SP:Iteration 13Q (60516.620000 sec): 3 clusters
  Score: Raw -644884.605348 + Penalty 2789.894554 = -642094.710794
  nChanged 42
		SP:Iteration 14Q (60516.830000 sec): 3 clusters
  Score: Raw -644910.215059 + Penalty 2789.894554 = -642120.320506
  nChanged 34
		SP:Iteration 15Q (60517.030000 sec): 3 clusters
  Score: Raw -644925.200228 + Penalty 2789.894554 = -642135.305674
  nChanged 28
		SP:Iteration 16Q (60517.220000 sec): 3 clusters
  Score: Raw -644939.153273 + Penalty 2789.894554 = -642149.258719
  nChanged 19
		SP:Iteration 17Q (60517.410000 sec): 3 clusters
  Score: Raw -644948.551081 + Penalty 2789.894554 = -642158.656527
  nChanged 17
		SP:Iteration 18Q (60517.650000 sec): 3 clusters
  Score: Raw -644957.160557 + Penalty 2789.894554 = -642167.266003
  nChanged 13
		SP:Iteration 19Q (60517.820000 sec): 3 clusters
  Score: Raw -644963.686395 + Penalty 2789.894554 = -642173.791841
  nChanged 12
		SP:Iteration 20F (60518.040000 sec): 3 clusters
  Score: Raw -644967.998768 + Penalty 2789.894554 = -642178.104214
  nChanged 10
		SP:Iteration 21Q (60518.230000 sec): 3 clusters
  Score: Raw -644971.505932 + Penalty 2789.894554 = -642181.611378
  nChanged 12
		SP:Iteration 22Q (60518.410000 sec): 3 clusters
  Score: Raw -644974.338081 + Penalty 2789.894554 = -642184.443528
  nChanged 8
		SP:Iteration 23Q (60518.620000 sec): 3 clusters
  Score: Raw -644977.046607 + Penalty 2789.894554 = -642187.152053
  nChanged 6
		SP:Iteration 24Q (60518.840000 sec): 3 clusters
  Score: Raw -644978.372549 + Penalty 2789.894554 = -642188.477996
  nChanged 2
		SP:Iteration 25Q (60519.000000 sec): 3 clusters
  Score: Raw -644979.561018 + Penalty 2789.894554 = -642189.666464
  nChanged 4
		SP:Iteration 26Q (60519.190000 sec): 3 clusters
  Score: Raw -644980.499272 + Penalty 2789.894554 = -642190.604718
  nChanged 1
		SP:Iteration 27Q (60519.390000 sec): 3 clusters
  Score: Raw -644980.818132 + Penalty 2789.894554 = -642190.923578
  nChanged 2
		SP:Iteration 28Q (60519.620000 sec): 3 clusters
  Score: Raw -644981.568617 + Penalty 2789.894554 = -642191.674063
  nChanged 2
		SP:Iteration 29Q (60519.790000 sec): 3 clusters
  Score: Raw -644981.861822 + Penalty 2789.894554 = -642191.967268
  nChanged 2
		SP:Iteration 30Q (60519.990000 sec): 3 clusters
  Score: Raw -644982.604390 + Penalty 2789.894554 = -642192.709836
  nChanged 2
		SP:Iteration 31Q (60520.160000 sec): 3 clusters
  Score: Raw -644983.417602 + Penalty 2789.894554 = -642193.523048
  nChanged 2
		SP:Iteration 32Q (60520.400000 sec): 3 clusters
  Score: Raw -644983.892512 + Penalty 2789.894554 = -642193.997958
  nChanged 1
		SP:Iteration 33Q (60520.540000 sec): 3 clusters
  Score: Raw -644984.190470 + Penalty 2789.894554 = -642194.295916
  nChanged 0
		SP:Iteration 34F (60520.730000 sec): 3 clusters
  Score: Raw -644984.190470 + Penalty 2789.894554 = -642194.295916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 36 (4490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60520.820000 sec): 2 clusters
  Score: Raw -503637.416117 + Penalty 1366.561297 = -502270.854821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60521.010000 sec): 3 clusters
  Score: Raw -501375.546325 + Penalty 2733.122594 = -498642.423731
  nChanged 1840
		SP:Iteration 1F (60521.190000 sec): 3 clusters
  Score: Raw -502593.343839 + Penalty 2733.122594 = -499860.221245
  nChanged 399
		SP:Iteration 2F (60521.380000 sec): 3 clusters
  Score: Raw -502990.253755 + Penalty 2733.122594 = -500257.131161
  nChanged 370
		SP:Iteration 3F (60521.600000 sec): 3 clusters
  Score: Raw -503357.908342 + Penalty 2733.122594 = -500624.785748
  nChanged 312
		SP:Iteration 4F (60521.760000 sec): 3 clusters
  Score: Raw -503637.894023 + Penalty 2733.122594 = -500904.771429
  nChanged 231
		SP:Iteration 5F (60521.980000 sec): 3 clusters
  Score: Raw -503821.848378 + Penalty 2733.122594 = -501088.725784
  nChanged 180
		SP:Iteration 6Q (60522.150000 sec): 3 clusters
  Score: Raw -503957.274004 + Penalty 2733.122594 = -501224.151410
  nChanged 132
		SP:Iteration 7Q (60522.350000 sec): 3 clusters
  Score: Raw -504048.524156 + Penalty 2733.122594 = -501315.401562
  nChanged 117
		SP:Iteration 8Q (60522.550000 sec): 3 clusters
  Score: Raw -504121.327995 + Penalty 2733.122594 = -501388.205401
  nChanged 85
		SP:Iteration 9Q (60522.730000 sec): 3 clusters
  Score: Raw -504180.441006 + Penalty 2733.122594 = -501447.318412
  nChanged 72
		SP:Iteration 10Q (60522.930000 sec): 3 clusters
  Score: Raw -504227.174116 + Penalty 2733.122594 = -501494.051523
  nChanged 63
		SP:Iteration 11Q (60523.150000 sec): 3 clusters
  Score: Raw -504265.400700 + Penalty 2733.122594 = -501532.278107
  nChanged 56
		SP:Iteration 12Q (60523.310000 sec): 3 clusters
  Score: Raw -504304.292499 + Penalty 2733.122594 = -501571.169906
  nChanged 74
		SP:Iteration 13Q (60523.480000 sec): 3 clusters
  Score: Raw -504345.416095 + Penalty 2733.122594 = -501612.293501
  nChanged 55
		SP:Iteration 14Q (60523.660000 sec): 3 clusters
  Score: Raw -504377.633960 + Penalty 2733.122594 = -501644.511366
  nChanged 45
		SP:Iteration 15Q (60523.840000 sec): 3 clusters
  Score: Raw -504400.110080 + Penalty 2733.122594 = -501666.987486
  nChanged 36
		SP:Iteration 16Q (60524.000000 sec): 3 clusters
  Score: Raw -504419.748404 + Penalty 2733.122594 = -501686.625810
  nChanged 34
		SP:Iteration 17Q (60524.200000 sec): 3 clusters
  Score: Raw -504435.102134 + Penalty 2733.122594 = -501701.979540
  nChanged 27
		SP:Iteration 18Q (60524.410000 sec): 3 clusters
  Score: Raw -504444.984279 + Penalty 2733.122594 = -501711.861685
  nChanged 23
		SP:Iteration 19Q (60524.590000 sec): 3 clusters
  Score: Raw -504452.907831 + Penalty 2733.122594 = -501719.785237
  nChanged 18
		SP:Iteration 20F (60524.780000 sec): 3 clusters
  Score: Raw -504461.936485 + Penalty 2733.122594 = -501728.813892
  nChanged 25
		SP:Iteration 21Q (60524.950000 sec): 3 clusters
  Score: Raw -504471.265535 + Penalty 2733.122594 = -501738.142941
  nChanged 28
		SP:Iteration 22Q (60525.170000 sec): 3 clusters
  Score: Raw -504484.140056 + Penalty 2733.122594 = -501751.017462
  nChanged 27
		SP:Iteration 23Q (60525.360000 sec): 3 clusters
  Score: Raw -504494.360664 + Penalty 2733.122594 = -501761.238070
  nChanged 19
		SP:Iteration 24Q (60525.550000 sec): 3 clusters
  Score: Raw -504499.788997 + Penalty 2733.122594 = -501766.666404
  nChanged 9
		SP:Iteration 25Q (60525.760000 sec): 3 clusters
  Score: Raw -504502.123170 + Penalty 2733.122594 = -501769.000576
  nChanged 10
		SP:Iteration 26Q (60525.930000 sec): 3 clusters
  Score: Raw -504505.718536 + Penalty 2733.122594 = -501772.595942
  nChanged 13
		SP:Iteration 27Q (60526.110000 sec): 3 clusters
  Score: Raw -504510.465701 + Penalty 2733.122594 = -501777.343107
  nChanged 18
		SP:Iteration 28Q (60526.310000 sec): 3 clusters
  Score: Raw -504515.697967 + Penalty 2733.122594 = -501782.575373
  nChanged 9
		SP:Iteration 29Q (60526.510000 sec): 3 clusters
  Score: Raw -504517.702154 + Penalty 2733.122594 = -501784.579560
  nChanged 7
		SP:Iteration 30Q (60526.710000 sec): 3 clusters
  Score: Raw -504519.034826 + Penalty 2733.122594 = -501785.912232
  nChanged 3
		SP:Iteration 31Q (60526.900000 sec): 3 clusters
  Score: Raw -504519.805421 + Penalty 2733.122594 = -501786.682827
  nChanged 6
		SP:Iteration 32Q (60527.100000 sec): 3 clusters
  Score: Raw -504521.442754 + Penalty 2733.122594 = -501788.320160
  nChanged 3
		SP:Iteration 33Q (60527.300000 sec): 3 clusters
  Score: Raw -504522.316344 + Penalty 2733.122594 = -501789.193750
  nChanged 6
		SP:Iteration 34Q (60527.460000 sec): 3 clusters
  Score: Raw -504524.814806 + Penalty 2733.122594 = -501791.692212
  nChanged 6
		SP:Iteration 35Q (60527.660000 sec): 3 clusters
  Score: Raw -504525.908703 + Penalty 2733.122594 = -501792.786109
  nChanged 4
		SP:Iteration 36Q (60527.810000 sec): 3 clusters
  Score: Raw -504527.185971 + Penalty 2733.122594 = -501794.063377
  nChanged 2
		SP:Iteration 37Q (60528.020000 sec): 3 clusters
  Score: Raw -504527.370509 + Penalty 2733.122594 = -501794.247915
  nChanged 0
		SP:Iteration 38F (60528.200000 sec): 3 clusters
  Score: Raw -504527.370509 + Penalty 2733.122594 = -501794.247915
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 37 (2105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60528.300000 sec): 2 clusters
  Score: Raw -234759.749235 + Penalty 1243.461496 = -233516.287739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60528.460000 sec): 3 clusters
  Score: Raw -233849.675827 + Penalty 2486.922992 = -231362.752834
  nChanged 739
		SP:Iteration 1F (60528.650000 sec): 3 clusters
  Score: Raw -234531.500167 + Penalty 2486.922992 = -232044.577175
  nChanged 219
		SP:Iteration 2F (60528.850000 sec): 3 clusters
  Score: Raw -234876.341599 + Penalty 2486.922992 = -232389.418607
  nChanged 191
		SP:Iteration 3F (60529.040000 sec): 3 clusters
  Score: Raw -235184.459859 + Penalty 2486.922992 = -232697.536866
  nChanged 138
		SP:Iteration 4F (60529.210000 sec): 3 clusters
  Score: Raw -235387.247247 + Penalty 2486.922992 = -232900.324255
  nChanged 99
		SP:Iteration 5Q (60529.400000 sec): 3 clusters
  Score: Raw -235515.500020 + Penalty 2486.922992 = -233028.577027
  nChanged 73
		SP:Iteration 6Q (60529.620000 sec): 3 clusters
  Score: Raw -235642.193373 + Penalty 2486.922992 = -233155.270381
  nChanged 58
		SP:Iteration 7Q (60529.800000 sec): 3 clusters
  Score: Raw -235709.396895 + Penalty 2486.922992 = -233222.473903
  nChanged 38
		SP:Iteration 8Q (60529.960000 sec): 3 clusters
  Score: Raw -235750.248801 + Penalty 2486.922992 = -233263.325809
  nChanged 29
		SP:Iteration 9Q (60530.140000 sec): 3 clusters
  Score: Raw -235780.658310 + Penalty 2486.922992 = -233293.735317
  nChanged 17
		SP:Iteration 10Q (60530.330000 sec): 3 clusters
  Score: Raw -235793.228657 + Penalty 2486.922992 = -233306.305665
  nChanged 15
		SP:Iteration 11Q (60530.540000 sec): 3 clusters
  Score: Raw -235801.821398 + Penalty 2486.922992 = -233314.898405
  nChanged 6
		SP:Iteration 12Q (60530.720000 sec): 3 clusters
  Score: Raw -235805.179607 + Penalty 2486.922992 = -233318.256614
  nChanged 4
		SP:Iteration 13Q (60530.860000 sec): 3 clusters
  Score: Raw -235808.903952 + Penalty 2486.922992 = -233321.980959
  nChanged 3
		SP:Iteration 14Q (60531.040000 sec): 3 clusters
  Score: Raw -235811.639099 + Penalty 2486.922992 = -233324.716107
  nChanged 2
		SP:Iteration 15Q (60531.220000 sec): 3 clusters
  Score: Raw -235812.294879 + Penalty 2486.922992 = -233325.371886
  nChanged 0
		SP:Iteration 16F (60531.380000 sec): 3 clusters
  Score: Raw -235812.294879 + Penalty 2486.922992 = -233325.371886
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 38 (5461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60531.490000 sec): 2 clusters
  Score: Raw -635109.190286 + Penalty 1398.375420 = -633710.814865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60531.680000 sec): 3 clusters
  Score: Raw -632266.721684 + Penalty 2796.750841 = -629469.970844
  nChanged 2239
		SP:Iteration 1F (60531.890000 sec): 3 clusters
  Score: Raw -633678.600317 + Penalty 2796.750841 = -630881.849476
  nChanged 500
		SP:Iteration 2F (60532.050000 sec): 3 clusters
  Score: Raw -634083.427404 + Penalty 2796.750841 = -631286.676563
  nChanged 418
		SP:Iteration 3F (60532.260000 sec): 3 clusters
  Score: Raw -634488.012796 + Penalty 2796.750841 = -631691.261955
  nChanged 379
		SP:Iteration 4F (60532.410000 sec): 3 clusters
  Score: Raw -634836.671979 + Penalty 2796.750841 = -632039.921139
  nChanged 324
		SP:Iteration 5F (60532.630000 sec): 3 clusters
  Score: Raw -635114.307463 + Penalty 2796.750841 = -632317.556623
  nChanged 259
		SP:Iteration 6Q (60532.770000 sec): 3 clusters
  Score: Raw -635318.578457 + Penalty 2796.750841 = -632521.827617
  nChanged 202
		SP:Iteration 7Q (60533.000000 sec): 3 clusters
  Score: Raw -635546.757107 + Penalty 2796.750841 = -632750.006266
  nChanged 195
		SP:Iteration 8Q (60533.200000 sec): 3 clusters
  Score: Raw -635745.569355 + Penalty 2796.750841 = -632948.818514
  nChanged 156
		SP:Iteration 9Q (60533.420000 sec): 3 clusters
  Score: Raw -635850.948103 + Penalty 2796.750841 = -633054.197262
  nChanged 101
		SP:Iteration 10Q (60533.630000 sec): 3 clusters
  Score: Raw -635905.524648 + Penalty 2796.750841 = -633108.773808
  nChanged 79
		SP:Iteration 11Q (60533.810000 sec): 3 clusters
  Score: Raw -635936.398834 + Penalty 2796.750841 = -633139.647993
  nChanged 51
		SP:Iteration 12Q (60534.030000 sec): 3 clusters
  Score: Raw -635954.460238 + Penalty 2796.750841 = -633157.709397
  nChanged 52
		SP:Iteration 13Q (60534.220000 sec): 3 clusters
  Score: Raw -635972.890444 + Penalty 2796.750841 = -633176.139604
  nChanged 44
		SP:Iteration 14Q (60534.400000 sec): 3 clusters
  Score: Raw -635993.689265 + Penalty 2796.750841 = -633196.938424
  nChanged 49
		SP:Iteration 15Q (60534.590000 sec): 3 clusters
  Score: Raw -636012.621851 + Penalty 2796.750841 = -633215.871010
  nChanged 31
		SP:Iteration 16Q (60534.790000 sec): 3 clusters
  Score: Raw -636024.873459 + Penalty 2796.750841 = -633228.122619
  nChanged 29
		SP:Iteration 17Q (60534.970000 sec): 3 clusters
  Score: Raw -636036.415333 + Penalty 2796.750841 = -633239.664493
  nChanged 31
		SP:Iteration 18Q (60535.160000 sec): 3 clusters
  Score: Raw -636045.462481 + Penalty 2796.750841 = -633248.711640
  nChanged 34
		SP:Iteration 19Q (60535.350000 sec): 3 clusters
  Score: Raw -636059.044178 + Penalty 2796.750841 = -633262.293337
  nChanged 39
		SP:Iteration 20F (60535.570000 sec): 3 clusters
  Score: Raw -636073.856184 + Penalty 2796.750841 = -633277.105344
  nChanged 32
		SP:Iteration 21Q (60535.810000 sec): 3 clusters
  Score: Raw -636083.523570 + Penalty 2796.750841 = -633286.772729
  nChanged 22
		SP:Iteration 22Q (60535.960000 sec): 3 clusters
  Score: Raw -636088.554189 + Penalty 2796.750841 = -633291.803349
  nChanged 19
		SP:Iteration 23Q (60536.170000 sec): 3 clusters
  Score: Raw -636095.174527 + Penalty 2796.750841 = -633298.423687
  nChanged 15
		SP:Iteration 24Q (60536.380000 sec): 3 clusters
  Score: Raw -636098.980726 + Penalty 2796.750841 = -633302.229885
  nChanged 11
		SP:Iteration 25Q (60536.570000 sec): 3 clusters
  Score: Raw -636101.517205 + Penalty 2796.750841 = -633304.766364
  nChanged 8
		SP:Iteration 26Q (60536.790000 sec): 3 clusters
  Score: Raw -636103.498947 + Penalty 2796.750841 = -633306.748106
  nChanged 8
		SP:Iteration 27Q (60536.960000 sec): 3 clusters
  Score: Raw -636105.376724 + Penalty 2796.750841 = -633308.625883
  nChanged 7
		SP:Iteration 28Q (60537.110000 sec): 3 clusters
  Score: Raw -636106.809240 + Penalty 2796.750841 = -633310.058399
  nChanged 3
		SP:Iteration 29Q (60537.280000 sec): 3 clusters
  Score: Raw -636107.321291 + Penalty 2796.750841 = -633310.570450
  nChanged 2
		SP:Iteration 30Q (60537.490000 sec): 3 clusters
  Score: Raw -636107.674266 + Penalty 2796.750841 = -633310.923425
  nChanged 1
		SP:Iteration 31Q (60537.710000 sec): 3 clusters
  Score: Raw -636107.725354 + Penalty 2796.750841 = -633310.974513
  nChanged 0
		SP:Iteration 32F (60537.860000 sec): 3 clusters
  Score: Raw -636107.725354 + Penalty 2796.750841 = -633310.974513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 39 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60538.010000 sec): 2 clusters
  Score: Raw -190438.002223 + Penalty 1202.898372 = -189235.103851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60538.150000 sec): 3 clusters
  Score: Raw -189794.869968 + Penalty 2405.796744 = -187389.073223
  nChanged 536
		SP:Iteration 1F (60538.310000 sec): 3 clusters
  Score: Raw -190184.457520 + Penalty 2405.796744 = -187778.660775
  nChanged 140
		SP:Iteration 2F (60538.550000 sec): 3 clusters
  Score: Raw -190311.742803 + Penalty 2405.796744 = -187905.946058
  nChanged 90
		SP:Iteration 3F (60538.710000 sec): 3 clusters
  Score: Raw -190393.338025 + Penalty 2405.796744 = -187987.541281
  nChanged 76
		SP:Iteration 4Q (60538.870000 sec): 3 clusters
  Score: Raw -190480.772973 + Penalty 2405.796744 = -188074.976229
  nChanged 70
		SP:Iteration 5Q (60539.030000 sec): 3 clusters
  Score: Raw -190548.142852 + Penalty 2405.796744 = -188142.346108
  nChanged 49
		SP:Iteration 6Q (60539.250000 sec): 3 clusters
  Score: Raw -190588.553139 + Penalty 2405.796744 = -188182.756395
  nChanged 37
		SP:Iteration 7Q (60539.450000 sec): 3 clusters
  Score: Raw -190616.104613 + Penalty 2405.796744 = -188210.307869
  nChanged 30
		SP:Iteration 8Q (60539.630000 sec): 3 clusters
  Score: Raw -190642.512428 + Penalty 2405.796744 = -188236.715684
  nChanged 27
		SP:Iteration 9Q (60539.770000 sec): 3 clusters
  Score: Raw -190672.363989 + Penalty 2405.796744 = -188266.567244
  nChanged 28
		SP:Iteration 10Q (60539.960000 sec): 3 clusters
  Score: Raw -190697.878888 + Penalty 2405.796744 = -188292.082144
  nChanged 22
		SP:Iteration 11Q (60540.140000 sec): 3 clusters
  Score: Raw -190717.954845 + Penalty 2405.796744 = -188312.158101
  nChanged 26
		SP:Iteration 12Q (60540.310000 sec): 3 clusters
  Score: Raw -190740.109808 + Penalty 2405.796744 = -188334.313064
  nChanged 22
		SP:Iteration 13Q (60540.510000 sec): 3 clusters
  Score: Raw -190761.192140 + Penalty 2405.796744 = -188355.395396
  nChanged 21
		SP:Iteration 14Q (60540.700000 sec): 3 clusters
  Score: Raw -190782.062843 + Penalty 2405.796744 = -188376.266099
  nChanged 18
		SP:Iteration 15Q (60540.880000 sec): 3 clusters
  Score: Raw -190804.531100 + Penalty 2405.796744 = -188398.734356
  nChanged 14
		SP:Iteration 16Q (60541.050000 sec): 3 clusters
  Score: Raw -190819.834540 + Penalty 2405.796744 = -188414.037795
  nChanged 13
		SP:Iteration 17Q (60541.210000 sec): 3 clusters
  Score: Raw -190830.745947 + Penalty 2405.796744 = -188424.949203
  nChanged 18
		SP:Iteration 18Q (60541.390000 sec): 3 clusters
  Score: Raw -190848.778649 + Penalty 2405.796744 = -188442.981904
  nChanged 23
		SP:Iteration 19Q (60541.530000 sec): 3 clusters
  Score: Raw -190869.189420 + Penalty 2405.796744 = -188463.392675
  nChanged 25
		SP:Iteration 20F (60541.730000 sec): 3 clusters
  Score: Raw -190901.015548 + Penalty 2405.796744 = -188495.218804
  nChanged 32
		SP:Iteration 21Q (60541.890000 sec): 3 clusters
  Score: Raw -190947.892145 + Penalty 2405.796744 = -188542.095401
  nChanged 30
		SP:Iteration 22Q (60542.050000 sec): 3 clusters
  Score: Raw -190984.031353 + Penalty 2405.796744 = -188578.234609
  nChanged 21
		SP:Iteration 23Q (60542.230000 sec): 3 clusters
  Score: Raw -191009.508799 + Penalty 2405.796744 = -188603.712055
  nChanged 15
		SP:Iteration 24Q (60542.420000 sec): 3 clusters
  Score: Raw -191029.789294 + Penalty 2405.796744 = -188623.992550
  nChanged 22
		SP:Iteration 25Q (60542.600000 sec): 3 clusters
  Score: Raw -191052.549611 + Penalty 2405.796744 = -188646.752867
  nChanged 15
		SP:Iteration 26Q (60542.750000 sec): 3 clusters
  Score: Raw -191071.209993 + Penalty 2405.796744 = -188665.413248
  nChanged 19
		SP:Iteration 27Q (60542.970000 sec): 3 clusters
  Score: Raw -191087.946662 + Penalty 2405.796744 = -188682.149917
  nChanged 14
		SP:Iteration 28Q (60543.150000 sec): 3 clusters
  Score: Raw -191096.701442 + Penalty 2405.796744 = -188690.904698
  nChanged 9
		SP:Iteration 29Q (60543.310000 sec): 3 clusters
  Score: Raw -191101.054753 + Penalty 2405.796744 = -188695.258009
  nChanged 8
		SP:Iteration 30Q (60543.470000 sec): 3 clusters
  Score: Raw -191107.530731 + Penalty 2405.796744 = -188701.733986
  nChanged 13
		SP:Iteration 31Q (60543.650000 sec): 3 clusters
  Score: Raw -191114.129094 + Penalty 2405.796744 = -188708.332350
  nChanged 4
		SP:Iteration 32Q (60543.810000 sec): 3 clusters
  Score: Raw -191116.064132 + Penalty 2405.796744 = -188710.267388
  nChanged 5
		SP:Iteration 33Q (60543.950000 sec): 3 clusters
  Score: Raw -191118.101554 + Penalty 2405.796744 = -188712.304810
  nChanged 3
		SP:Iteration 34Q (60544.130000 sec): 3 clusters
  Score: Raw -191119.121996 + Penalty 2405.796744 = -188713.325252
  nChanged 2
		SP:Iteration 35Q (60544.290000 sec): 3 clusters
  Score: Raw -191119.505676 + Penalty 2405.796744 = -188713.708932
  nChanged 0
		SP:Iteration 36F (60544.450000 sec): 3 clusters
  Score: Raw -191119.505676 + Penalty 2405.796744 = -188713.708932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 40 (858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60544.570000 sec): 2 clusters
  Score: Raw -92797.519778 + Penalty 1097.623166 = -91699.896612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60544.730000 sec): 3 clusters
  Score: Raw -92578.052419 + Penalty 2195.246332 = -90382.806086
  nChanged 252
		SP:Iteration 1F (60544.890000 sec): 3 clusters
  Score: Raw -92857.994725 + Penalty 2195.246332 = -90662.748393
  nChanged 78
		SP:Iteration 2F (60545.060000 sec): 3 clusters
  Score: Raw -93080.898790 + Penalty 2195.246332 = -90885.652457
  nChanged 67
		SP:Iteration 3F (60545.250000 sec): 3 clusters
  Score: Raw -93285.470656 + Penalty 2195.246332 = -91090.224324
  nChanged 61
		SP:Iteration 4F (60545.490000 sec): 3 clusters
  Score: Raw -93479.809139 + Penalty 2195.246332 = -91284.562807
  nChanged 52
		SP:Iteration 5F (60545.670000 sec): 3 clusters
  Score: Raw -93590.686035 + Penalty 2195.246332 = -91395.439702
  nChanged 39
		SP:Iteration 6Q (60545.850000 sec): 3 clusters
  Score: Raw -93670.255408 + Penalty 2195.246332 = -91475.009076
  nChanged 19
		SP:Iteration 7Q (60545.970000 sec): 3 clusters
  Score: Raw -93703.734242 + Penalty 2195.246332 = -91508.487910
  nChanged 13
		SP:Iteration 8Q (60546.160000 sec): 3 clusters
  Score: Raw -93720.624717 + Penalty 2195.246332 = -91525.378385
  nChanged 8
		SP:Iteration 9Q (60546.350000 sec): 3 clusters
  Score: Raw -93730.143737 + Penalty 2195.246332 = -91534.897404
  nChanged 5
		SP:Iteration 10Q (60546.520000 sec): 3 clusters
  Score: Raw -93737.946588 + Penalty 2195.246332 = -91542.700256
  nChanged 5
		SP:Iteration 11Q (60546.700000 sec): 3 clusters
  Score: Raw -93743.041919 + Penalty 2195.246332 = -91547.795587
  nChanged 2
		SP:Iteration 12Q (60546.870000 sec): 3 clusters
  Score: Raw -93744.774178 + Penalty 2195.246332 = -91549.527846
  nChanged 1
		SP:Iteration 13Q (60547.060000 sec): 3 clusters
  Score: Raw -93746.431134 + Penalty 2195.246332 = -91551.184801
  nChanged 0
		SP:Iteration 14F (60547.210000 sec): 3 clusters
  Score: Raw -93746.431134 + Penalty 2195.246332 = -91551.184801
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 41 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60547.330000 sec): 2 clusters
  Score: Raw -62356.703756 + Penalty 1017.181988 = -61339.521768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60547.480000 sec): 3 clusters
  Score: Raw -62271.681670 + Penalty 2034.363976 = -60237.317694
  nChanged 129
		SP:Iteration 1F (60547.650000 sec): 3 clusters
  Score: Raw -62465.826510 + Penalty 2034.363976 = -60431.462534
  nChanged 38
		SP:Iteration 2F (60547.880000 sec): 3 clusters
  Score: Raw -62524.012834 + Penalty 2034.363976 = -60489.648858
  nChanged 15
		SP:Iteration 3Q (60548.070000 sec): 3 clusters
  Score: Raw -62545.660287 + Penalty 2034.363976 = -60511.296311
  nChanged 9
		SP:Iteration 4Q (60548.220000 sec): 3 clusters
  Score: Raw -62560.511090 + Penalty 2034.363976 = -60526.147114
  nChanged 5
		SP:Iteration 5Q (60548.390000 sec): 3 clusters
  Score: Raw -62567.098634 + Penalty 2034.363976 = -60532.734658
  nChanged 0
		SP:Iteration 6F (60548.580000 sec): 3 clusters
  Score: Raw -62567.098634 + Penalty 2034.363976 = -60532.734658
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 42 (102570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60549.270000 sec): 2 clusters
  Score: Raw -12537260.879461 + Penalty 1874.973875 = -12535385.905586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60549.970000 sec): 3 clusters
  Score: Raw -12470450.926980 + Penalty 3749.947751 = -12466700.979230
  nChanged 49270
		SP:Iteration 1F (60550.580000 sec): 3 clusters
  Score: Raw -12499140.636339 + Penalty 3749.947751 = -12495390.688588
  nChanged 3685
		SP:Iteration 2Q (60551.230000 sec): 3 clusters
  Score: Raw -12500316.155442 + Penalty 3749.947751 = -12496566.207691
  nChanged 4886
		SP:Iteration 3Q (60551.900000 sec): 3 clusters
  Score: Raw -12502442.466309 + Penalty 3749.947751 = -12498692.518558
  nChanged 7024
		SP:Iteration 4F (60552.550000 sec): 3 clusters
  Score: Raw -12506839.546317 + Penalty 3749.947751 = -12503089.598566
  nChanged 9576
		SP:Iteration 5F (60553.170000 sec): 3 clusters
  Score: Raw -12514983.696987 + Penalty 3749.947751 = -12511233.749236
  nChanged 10311
		SP:Iteration 6F (60553.860000 sec): 3 clusters
  Score: Raw -12525470.464381 + Penalty 3749.947751 = -12521720.516631
  nChanged 7345
		SP:Iteration 7F (60554.540000 sec): 3 clusters
  Score: Raw -12533209.950670 + Penalty 3749.947751 = -12529460.002919
  nChanged 3057
		SP:Iteration 8Q (60555.210000 sec): 3 clusters
  Score: Raw -12536230.177749 + Penalty 3749.947751 = -12532480.229999
  nChanged 869
		SP:Iteration 9Q (60555.840000 sec): 3 clusters
  Score: Raw -12537068.086249 + Penalty 3749.947751 = -12533318.138498
  nChanged 200
		SP:Iteration 10Q (60556.510000 sec): 3 clusters
  Score: Raw -12537312.128895 + Penalty 3749.947751 = -12533562.181145
  nChanged 51
		SP:Iteration 11Q (60557.120000 sec): 3 clusters
  Score: Raw -12537397.796268 + Penalty 3749.947751 = -12533647.848517
  nChanged 12
		SP:Iteration 12Q (60557.750000 sec): 3 clusters
  Score: Raw -12537421.023248 + Penalty 3749.947751 = -12533671.075498
  nChanged 4
		SP:Iteration 13Q (60558.410000 sec): 3 clusters
  Score: Raw -12537426.593378 + Penalty 3749.947751 = -12533676.645627
  nChanged 1
		SP:Iteration 14Q (60559.080000 sec): 3 clusters
  Score: Raw -12537430.088504 + Penalty 3749.947751 = -12533680.140754
  nChanged 1
		SP:Iteration 15Q (60559.700000 sec): 3 clusters
  Score: Raw -12537431.301551 + Penalty 3749.947751 = -12533681.353801
  nChanged 0
		SP:Iteration 16F (60560.360000 sec): 3 clusters
  Score: Raw -12537431.301551 + Penalty 3749.947751 = -12533681.353801
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 43 (12652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60560.600000 sec): 2 clusters
  Score: Raw -1535690.715836 + Penalty 1534.905220 = -1534155.810616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60560.820000 sec): 3 clusters
  Score: Raw -1528376.413866 + Penalty 3069.810440 = -1525306.603426
  nChanged 5516
		SP:Iteration 1F (60561.060000 sec): 3 clusters
  Score: Raw -1531437.932436 + Penalty 3069.810440 = -1528368.121996
  nChanged 791
		SP:Iteration 2F (60561.300000 sec): 3 clusters
  Score: Raw -1531837.782029 + Penalty 3069.810440 = -1528767.971589
  nChanged 714
		SP:Iteration 3F (60561.500000 sec): 3 clusters
  Score: Raw -1532226.289923 + Penalty 3069.810440 = -1529156.479483
  nChanged 707
		SP:Iteration 4F (60561.730000 sec): 3 clusters
  Score: Raw -1532685.576979 + Penalty 3069.810440 = -1529615.766539
  nChanged 816
		SP:Iteration 5F (60561.990000 sec): 3 clusters
  Score: Raw -1533369.403616 + Penalty 3069.810440 = -1530299.593176
  nChanged 869
		SP:Iteration 6F (60562.200000 sec): 3 clusters
  Score: Raw -1534224.295402 + Penalty 3069.810440 = -1531154.484962
  nChanged 893
		SP:Iteration 7F (60562.460000 sec): 3 clusters
  Score: Raw -1535183.637978 + Penalty 3069.810440 = -1532113.827538
  nChanged 799
		SP:Iteration 8F (60562.670000 sec): 3 clusters
  Score: Raw -1535966.556409 + Penalty 3069.810440 = -1532896.745969
  nChanged 569
		SP:Iteration 9Q (60562.930000 sec): 3 clusters
  Score: Raw -1536393.692474 + Penalty 3069.810440 = -1533323.882034
  nChanged 357
		SP:Iteration 10Q (60563.130000 sec): 3 clusters
  Score: Raw -1536583.784568 + Penalty 3069.810440 = -1533513.974128
  nChanged 233
		SP:Iteration 11Q (60563.370000 sec): 3 clusters
  Score: Raw -1536676.473868 + Penalty 3069.810440 = -1533606.663428
  nChanged 172
		SP:Iteration 12Q (60563.600000 sec): 3 clusters
  Score: Raw -1536740.670152 + Penalty 3069.810440 = -1533670.859712
  nChanged 139
		SP:Iteration 13Q (60563.800000 sec): 3 clusters
  Score: Raw -1536787.972320 + Penalty 3069.810440 = -1533718.161881
  nChanged 116
		SP:Iteration 14Q (60564.010000 sec): 3 clusters
  Score: Raw -1536829.477024 + Penalty 3069.810440 = -1533759.666584
  nChanged 112
		SP:Iteration 15Q (60564.190000 sec): 3 clusters
  Score: Raw -1536869.594908 + Penalty 3069.810440 = -1533799.784468
  nChanged 102
		SP:Iteration 16Q (60564.380000 sec): 3 clusters
  Score: Raw -1536899.772780 + Penalty 3069.810440 = -1533829.962340
  nChanged 77
		SP:Iteration 17Q (60564.610000 sec): 3 clusters
  Score: Raw -1536917.657237 + Penalty 3069.810440 = -1533847.846797
  nChanged 52
		SP:Iteration 18Q (60564.830000 sec): 3 clusters
  Score: Raw -1536928.040061 + Penalty 3069.810440 = -1533858.229621
  nChanged 48
		SP:Iteration 19Q (60565.040000 sec): 3 clusters
  Score: Raw -1536939.180512 + Penalty 3069.810440 = -1533869.370072
  nChanged 32
		SP:Iteration 20F (60565.270000 sec): 3 clusters
  Score: Raw -1536944.689671 + Penalty 3069.810440 = -1533874.879231
  nChanged 28
		SP:Iteration 21Q (60565.500000 sec): 3 clusters
  Score: Raw -1536951.040568 + Penalty 3069.810440 = -1533881.230128
  nChanged 40
		SP:Iteration 22Q (60565.730000 sec): 3 clusters
  Score: Raw -1536960.872203 + Penalty 3069.810440 = -1533891.061763
  nChanged 48
		SP:Iteration 23Q (60565.940000 sec): 3 clusters
  Score: Raw -1536973.367276 + Penalty 3069.810440 = -1533903.556836
  nChanged 44
		SP:Iteration 24Q (60566.160000 sec): 3 clusters
  Score: Raw -1536983.512926 + Penalty 3069.810440 = -1533913.702486
  nChanged 36
		SP:Iteration 25Q (60566.340000 sec): 3 clusters
  Score: Raw -1536990.785918 + Penalty 3069.810440 = -1533920.975478
  nChanged 27
		SP:Iteration 26Q (60566.550000 sec): 3 clusters
  Score: Raw -1536995.157715 + Penalty 3069.810440 = -1533925.347275
  nChanged 22
		SP:Iteration 27Q (60566.790000 sec): 3 clusters
  Score: Raw -1536998.271929 + Penalty 3069.810440 = -1533928.461489
  nChanged 22
		SP:Iteration 28Q (60567.040000 sec): 3 clusters
  Score: Raw -1537002.088023 + Penalty 3069.810440 = -1533932.277583
  nChanged 23
		SP:Iteration 29Q (60567.220000 sec): 3 clusters
  Score: Raw -1537005.447032 + Penalty 3069.810440 = -1533935.636592
  nChanged 23
		SP:Iteration 30Q (60567.480000 sec): 3 clusters
  Score: Raw -1537008.317095 + Penalty 3069.810440 = -1533938.506655
  nChanged 17
		SP:Iteration 31Q (60567.720000 sec): 3 clusters
  Score: Raw -1537009.567145 + Penalty 3069.810440 = -1533939.756705
  nChanged 6
		SP:Iteration 32Q (60567.930000 sec): 3 clusters
  Score: Raw -1537009.867121 + Penalty 3069.810440 = -1533940.056681
  nChanged 1
		SP:Iteration 33Q (60568.140000 sec): 3 clusters
  Score: Raw -1537009.897939 + Penalty 3069.810440 = -1533940.087499
  nChanged 0
		SP:Iteration 34F (60568.380000 sec): 3 clusters
  Score: Raw -1537009.897939 + Penalty 3069.810440 = -1533940.087499
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 44 (1206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60568.520000 sec): 2 clusters
  Score: Raw -141374.454796 + Penalty 1152.947961 = -140221.506835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60568.700000 sec): 3 clusters
  Score: Raw -140950.509156 + Penalty 2305.895923 = -138644.613233
  nChanged 369
		SP:Iteration 1F (60568.850000 sec): 3 clusters
  Score: Raw -141219.364877 + Penalty 2305.895923 = -138913.468955
  nChanged 73
		SP:Iteration 2F (60569.060000 sec): 3 clusters
  Score: Raw -141281.913681 + Penalty 2305.895923 = -138976.017759
  nChanged 38
		SP:Iteration 3Q (60569.210000 sec): 3 clusters
  Score: Raw -141316.476127 + Penalty 2305.895923 = -139010.580205
  nChanged 25
		SP:Iteration 4Q (60569.430000 sec): 3 clusters
  Score: Raw -141334.087939 + Penalty 2305.895923 = -139028.192017
  nChanged 18
		SP:Iteration 5Q (60569.560000 sec): 3 clusters
  Score: Raw -141349.262767 + Penalty 2305.895923 = -139043.366844
  nChanged 17
		SP:Iteration 6Q (60569.750000 sec): 3 clusters
  Score: Raw -141363.817666 + Penalty 2305.895923 = -139057.921744
  nChanged 15
		SP:Iteration 7Q (60569.930000 sec): 3 clusters
  Score: Raw -141372.579747 + Penalty 2305.895923 = -139066.683824
  nChanged 8
		SP:Iteration 8Q (60570.130000 sec): 3 clusters
  Score: Raw -141376.766730 + Penalty 2305.895923 = -139070.870808
  nChanged 9
		SP:Iteration 9Q (60570.310000 sec): 3 clusters
  Score: Raw -141382.458872 + Penalty 2305.895923 = -139076.562950
  nChanged 6
		SP:Iteration 10Q (60570.510000 sec): 3 clusters
  Score: Raw -141387.930120 + Penalty 2305.895923 = -139082.034198
  nChanged 9
		SP:Iteration 11Q (60570.690000 sec): 3 clusters
  Score: Raw -141393.335539 + Penalty 2305.895923 = -139087.439617
  nChanged 3
		SP:Iteration 12Q (60570.880000 sec): 3 clusters
  Score: Raw -141395.407367 + Penalty 2305.895923 = -139089.511444
  nChanged 7
		SP:Iteration 13Q (60571.050000 sec): 3 clusters
  Score: Raw -141402.371890 + Penalty 2305.895923 = -139096.475967
  nChanged 6
		SP:Iteration 14Q (60571.180000 sec): 3 clusters
  Score: Raw -141406.003623 + Penalty 2305.895923 = -139100.107700
  nChanged 5
		SP:Iteration 15Q (60571.350000 sec): 3 clusters
  Score: Raw -141411.376171 + Penalty 2305.895923 = -139105.480249
  nChanged 9
		SP:Iteration 16Q (60571.520000 sec): 3 clusters
  Score: Raw -141418.697027 + Penalty 2305.895923 = -139112.801104
  nChanged 14
		SP:Iteration 17Q (60571.700000 sec): 3 clusters
  Score: Raw -141427.144702 + Penalty 2305.895923 = -139121.248779
  nChanged 11
		SP:Iteration 18Q (60571.900000 sec): 3 clusters
  Score: Raw -141434.233167 + Penalty 2305.895923 = -139128.337245
  nChanged 3
		SP:Iteration 19Q (60572.040000 sec): 3 clusters
  Score: Raw -141436.471833 + Penalty 2305.895923 = -139130.575910
  nChanged 3
		SP:Iteration 20F (60572.240000 sec): 3 clusters
  Score: Raw -141440.090704 + Penalty 2305.895923 = -139134.194782
  nChanged 7
		SP:Iteration 21Q (60572.400000 sec): 3 clusters
  Score: Raw -141446.103307 + Penalty 2305.895923 = -139140.207384
  nChanged 6
		SP:Iteration 22Q (60572.540000 sec): 3 clusters
  Score: Raw -141450.052170 + Penalty 2305.895923 = -139144.156247
  nChanged 4
		SP:Iteration 23Q (60572.750000 sec): 3 clusters
  Score: Raw -141452.329918 + Penalty 2305.895923 = -139146.433996
  nChanged 5
		SP:Iteration 24Q (60572.930000 sec): 3 clusters
  Score: Raw -141457.282725 + Penalty 2305.895923 = -139151.386802
  nChanged 5
		SP:Iteration 25Q (60573.060000 sec): 3 clusters
  Score: Raw -141462.017816 + Penalty 2305.895923 = -139156.121893
  nChanged 8
		SP:Iteration 26Q (60573.260000 sec): 3 clusters
  Score: Raw -141466.857334 + Penalty 2305.895923 = -139160.961412
  nChanged 7
		SP:Iteration 27Q (60573.460000 sec): 3 clusters
  Score: Raw -141470.101318 + Penalty 2305.895923 = -139164.205395
  nChanged 1
		SP:Iteration 28Q (60573.630000 sec): 3 clusters
  Score: Raw -141470.385326 + Penalty 2305.895923 = -139164.489403
  nChanged 2
		SP:Iteration 29Q (60573.830000 sec): 3 clusters
  Score: Raw -141470.924546 + Penalty 2305.895923 = -139165.028624
  nChanged 2
		SP:Iteration 30Q (60573.980000 sec): 3 clusters
  Score: Raw -141472.430640 + Penalty 2305.895923 = -139166.534718
  nChanged 2
		SP:Iteration 31Q (60574.170000 sec): 3 clusters
  Score: Raw -141474.339911 + Penalty 2305.895923 = -139168.443988
  nChanged 1
		SP:Iteration 32Q (60574.350000 sec): 3 clusters
  Score: Raw -141475.058187 + Penalty 2305.895923 = -139169.162265
  nChanged 0
		SP:Iteration 33F (60574.540000 sec): 3 clusters
  Score: Raw -141475.058187 + Penalty 2305.895923 = -139169.162265
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 45 (4573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60574.680000 sec): 2 clusters
  Score: Raw -511545.422711 + Penalty 1369.537768 = -510175.884944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60574.860000 sec): 3 clusters
  Score: Raw -509267.216192 + Penalty 2739.075535 = -506528.140656
  nChanged 1841
		SP:Iteration 1F (60575.050000 sec): 3 clusters
  Score: Raw -510519.807427 + Penalty 2739.075535 = -507780.731892
  nChanged 424
		SP:Iteration 2F (60575.250000 sec): 3 clusters
  Score: Raw -510942.640728 + Penalty 2739.075535 = -508203.565193
  nChanged 354
		SP:Iteration 3F (60575.420000 sec): 3 clusters
  Score: Raw -511288.257135 + Penalty 2739.075535 = -508549.181600
  nChanged 291
		SP:Iteration 4F (60575.620000 sec): 3 clusters
  Score: Raw -511536.047375 + Penalty 2739.075535 = -508796.971840
  nChanged 239
		SP:Iteration 5F (60575.840000 sec): 3 clusters
  Score: Raw -511687.018007 + Penalty 2739.075535 = -508947.942472
  nChanged 165
		SP:Iteration 6Q (60576.030000 sec): 3 clusters
  Score: Raw -511776.754364 + Penalty 2739.075535 = -509037.678829
  nChanged 112
		SP:Iteration 7Q (60576.210000 sec): 3 clusters
  Score: Raw -511823.224183 + Penalty 2739.075535 = -509084.148648
  nChanged 80
		SP:Iteration 8Q (60576.410000 sec): 3 clusters
  Score: Raw -511846.618616 + Penalty 2739.075535 = -509107.543081
  nChanged 49
		SP:Iteration 9Q (60576.610000 sec): 3 clusters
  Score: Raw -511862.072331 + Penalty 2739.075535 = -509122.996796
  nChanged 37
		SP:Iteration 10Q (60576.780000 sec): 3 clusters
  Score: Raw -511871.880158 + Penalty 2739.075535 = -509132.804623
  nChanged 26
		SP:Iteration 11Q (60577.000000 sec): 3 clusters
  Score: Raw -511877.518324 + Penalty 2739.075535 = -509138.442789
  nChanged 17
		SP:Iteration 12Q (60577.210000 sec): 3 clusters
  Score: Raw -511882.432151 + Penalty 2739.075535 = -509143.356615
  nChanged 20
		SP:Iteration 13Q (60577.410000 sec): 3 clusters
  Score: Raw -511885.976691 + Penalty 2739.075535 = -509146.901156
  nChanged 12
		SP:Iteration 14Q (60577.580000 sec): 3 clusters
  Score: Raw -511888.004750 + Penalty 2739.075535 = -509148.929215
  nChanged 9
		SP:Iteration 15Q (60577.760000 sec): 3 clusters
  Score: Raw -511889.406127 + Penalty 2739.075535 = -509150.330592
  nChanged 6
		SP:Iteration 16Q (60577.940000 sec): 3 clusters
  Score: Raw -511890.413112 + Penalty 2739.075535 = -509151.337577
  nChanged 3
		SP:Iteration 17Q (60578.130000 sec): 3 clusters
  Score: Raw -511890.907906 + Penalty 2739.075535 = -509151.832371
  nChanged 3
		SP:Iteration 18Q (60578.320000 sec): 3 clusters
  Score: Raw -511891.209791 + Penalty 2739.075535 = -509152.134256
  nChanged 1
		SP:Iteration 19Q (60578.490000 sec): 3 clusters
  Score: Raw -511891.512706 + Penalty 2739.075535 = -509152.437171
  nChanged 1
		SP:Iteration 20F (60578.690000 sec): 3 clusters
  Score: Raw -511891.970920 + Penalty 2739.075535 = -509152.895385
  nChanged 2
		SP:Iteration 21Q (60578.860000 sec): 3 clusters
  Score: Raw -511892.235376 + Penalty 2739.075535 = -509153.159841
  nChanged 2
		SP:Iteration 22Q (60579.070000 sec): 3 clusters
  Score: Raw -511893.095211 + Penalty 2739.075535 = -509154.019676
  nChanged 4
		SP:Iteration 23Q (60579.260000 sec): 3 clusters
  Score: Raw -511894.670331 + Penalty 2739.075535 = -509155.594795
  nChanged 8
		SP:Iteration 24Q (60579.460000 sec): 3 clusters
  Score: Raw -511895.647941 + Penalty 2739.075535 = -509156.572406
  nChanged 2
		SP:Iteration 25Q (60579.670000 sec): 3 clusters
  Score: Raw -511896.013683 + Penalty 2739.075535 = -509156.938148
  nChanged 3
		SP:Iteration 26Q (60579.880000 sec): 3 clusters
  Score: Raw -511896.495930 + Penalty 2739.075535 = -509157.420394
  nChanged 3
		SP:Iteration 27Q (60580.030000 sec): 3 clusters
  Score: Raw -511896.704929 + Penalty 2739.075535 = -509157.629393
  nChanged 1
		SP:Iteration 28Q (60580.210000 sec): 3 clusters
  Score: Raw -511896.741713 + Penalty 2739.075535 = -509157.666178
  nChanged 0
		SP:Iteration 29F (60580.400000 sec): 3 clusters
  Score: Raw -511896.741713 + Penalty 2739.075535 = -509157.666178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 46 (1432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60580.480000 sec): 2 clusters
  Score: Raw -145319.812121 + Penalty 1180.859444 = -144138.952677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60580.670000 sec): 3 clusters
  Score: Raw -144811.033395 + Penalty 2361.718888 = -142449.314507
  nChanged 488
		SP:Iteration 1F (60580.880000 sec): 3 clusters
  Score: Raw -145321.833542 + Penalty 2361.718888 = -142960.114654
  nChanged 128
		SP:Iteration 2F (60581.040000 sec): 3 clusters
  Score: Raw -145526.316788 + Penalty 2361.718888 = -143164.597900
  nChanged 92
		SP:Iteration 3F (60581.240000 sec): 3 clusters
  Score: Raw -145666.111935 + Penalty 2361.718888 = -143304.393047
  nChanged 67
		SP:Iteration 4Q (60581.360000 sec): 3 clusters
  Score: Raw -145761.976955 + Penalty 2361.718888 = -143400.258067
  nChanged 62
		SP:Iteration 5Q (60581.550000 sec): 3 clusters
  Score: Raw -145842.575094 + Penalty 2361.718888 = -143480.856206
  nChanged 46
		SP:Iteration 6Q (60581.700000 sec): 3 clusters
  Score: Raw -145890.265920 + Penalty 2361.718888 = -143528.547032
  nChanged 28
		SP:Iteration 7Q (60581.870000 sec): 3 clusters
  Score: Raw -145928.042402 + Penalty 2361.718888 = -143566.323514
  nChanged 21
		SP:Iteration 8Q (60582.040000 sec): 3 clusters
  Score: Raw -145959.100142 + Penalty 2361.718888 = -143597.381254
  nChanged 22
		SP:Iteration 9Q (60582.190000 sec): 3 clusters
  Score: Raw -145983.239470 + Penalty 2361.718888 = -143621.520582
  nChanged 20
		SP:Iteration 10Q (60582.380000 sec): 3 clusters
  Score: Raw -146007.583471 + Penalty 2361.718888 = -143645.864583
  nChanged 14
		SP:Iteration 11Q (60582.540000 sec): 3 clusters
  Score: Raw -146022.118406 + Penalty 2361.718888 = -143660.399518
  nChanged 8
		SP:Iteration 12Q (60582.710000 sec): 3 clusters
  Score: Raw -146030.669961 + Penalty 2361.718888 = -143668.951073
  nChanged 7
		SP:Iteration 13Q (60582.890000 sec): 3 clusters
  Score: Raw -146035.130298 + Penalty 2361.718888 = -143673.411410
  nChanged 3
		SP:Iteration 14Q (60583.080000 sec): 3 clusters
  Score: Raw -146036.953980 + Penalty 2361.718888 = -143675.235092
  nChanged 3
		SP:Iteration 15Q (60583.260000 sec): 3 clusters
  Score: Raw -146038.556597 + Penalty 2361.718888 = -143676.837709
  nChanged 2
		SP:Iteration 16Q (60583.430000 sec): 3 clusters
  Score: Raw -146039.279128 + Penalty 2361.718888 = -143677.560241
  nChanged 0
		SP:Iteration 17F (60583.610000 sec): 3 clusters
  Score: Raw -146039.279128 + Penalty 2361.718888 = -143677.560241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 47 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60583.730000 sec): 2 clusters
  Score: Raw -134853.356587 + Penalty 1144.513486 = -133708.843100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60583.920000 sec): 3 clusters
  Score: Raw -134436.534375 + Penalty 2289.026973 = -132147.507402
  nChanged 360
		SP:Iteration 1F (60584.080000 sec): 3 clusters
  Score: Raw -134728.906567 + Penalty 2289.026973 = -132439.879594
  nChanged 97
		SP:Iteration 2F (60584.250000 sec): 3 clusters
  Score: Raw -134812.564264 + Penalty 2289.026973 = -132523.537292
  nChanged 48
		SP:Iteration 3Q (60584.450000 sec): 3 clusters
  Score: Raw -134847.673561 + Penalty 2289.026973 = -132558.646588
  nChanged 21
		SP:Iteration 4Q (60584.620000 sec): 3 clusters
  Score: Raw -134867.087776 + Penalty 2289.026973 = -132578.060804
  nChanged 16
		SP:Iteration 5Q (60584.800000 sec): 3 clusters
  Score: Raw -134880.446870 + Penalty 2289.026973 = -132591.419898
  nChanged 18
		SP:Iteration 6Q (60584.960000 sec): 3 clusters
  Score: Raw -134893.092022 + Penalty 2289.026973 = -132604.065049
  nChanged 11
		SP:Iteration 7Q (60585.130000 sec): 3 clusters
  Score: Raw -134898.676486 + Penalty 2289.026973 = -132609.649513
  nChanged 3
		SP:Iteration 8Q (60585.280000 sec): 3 clusters
  Score: Raw -134900.464285 + Penalty 2289.026973 = -132611.437313
  nChanged 4
		SP:Iteration 9Q (60585.430000 sec): 3 clusters
  Score: Raw -134903.667072 + Penalty 2289.026973 = -132614.640100
  nChanged 8
		SP:Iteration 10Q (60585.640000 sec): 3 clusters
  Score: Raw -134908.838132 + Penalty 2289.026973 = -132619.811159
  nChanged 3
		SP:Iteration 11Q (60585.810000 sec): 3 clusters
  Score: Raw -134910.218178 + Penalty 2289.026973 = -132621.191205
  nChanged 2
		SP:Iteration 12Q (60585.970000 sec): 3 clusters
  Score: Raw -134911.319975 + Penalty 2289.026973 = -132622.293002
  nChanged 4
		SP:Iteration 13Q (60586.150000 sec): 3 clusters
  Score: Raw -134912.666712 + Penalty 2289.026973 = -132623.639739
  nChanged 1
		SP:Iteration 14Q (60586.300000 sec): 3 clusters
  Score: Raw -134913.018312 + Penalty 2289.026973 = -132623.991339
  nChanged 0
		SP:Iteration 15F (60586.460000 sec): 3 clusters
  Score: Raw -134913.018312 + Penalty 2289.026973 = -132623.991339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 48 (6152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60586.580000 sec): 2 clusters
  Score: Raw -730675.602558 + Penalty 1417.736533 = -729257.866025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60586.780000 sec): 3 clusters
  Score: Raw -727306.476230 + Penalty 2835.473066 = -724471.003164
  nChanged 2548
		SP:Iteration 1F (60586.990000 sec): 3 clusters
  Score: Raw -728718.394502 + Penalty 2835.473066 = -725882.921436
  nChanged 445
		SP:Iteration 2F (60587.170000 sec): 3 clusters
  Score: Raw -728947.670086 + Penalty 2835.473066 = -726112.197020
  nChanged 357
		SP:Iteration 3F (60587.370000 sec): 3 clusters
  Score: Raw -729135.632871 + Penalty 2835.473066 = -726300.159804
  nChanged 308
		SP:Iteration 4F (60587.600000 sec): 3 clusters
  Score: Raw -729300.819881 + Penalty 2835.473066 = -726465.346814
  nChanged 300
		SP:Iteration 5Q (60587.800000 sec): 3 clusters
  Score: Raw -729461.194437 + Penalty 2835.473066 = -726625.721371
  nChanged 285
		SP:Iteration 6Q (60587.980000 sec): 3 clusters
  Score: Raw -729629.979713 + Penalty 2835.473066 = -726794.506647
  nChanged 268
		SP:Iteration 7Q (60588.170000 sec): 3 clusters
  Score: Raw -729793.575154 + Penalty 2835.473066 = -726958.102088
  nChanged 267
		SP:Iteration 8Q (60588.340000 sec): 3 clusters
  Score: Raw -729953.319170 + Penalty 2835.473066 = -727117.846104
  nChanged 240
		SP:Iteration 9Q (60588.540000 sec): 3 clusters
  Score: Raw -730086.204135 + Penalty 2835.473066 = -727250.731068
  nChanged 207
		SP:Iteration 10Q (60588.730000 sec): 3 clusters
  Score: Raw -730205.312665 + Penalty 2835.473066 = -727369.839599
  nChanged 169
		SP:Iteration 11Q (60588.960000 sec): 3 clusters
  Score: Raw -730301.389923 + Penalty 2835.473066 = -727465.916857
  nChanged 150
		SP:Iteration 12Q (60589.170000 sec): 3 clusters
  Score: Raw -730385.291157 + Penalty 2835.473066 = -727549.818091
  nChanged 153
		SP:Iteration 13Q (60589.320000 sec): 3 clusters
  Score: Raw -730480.069417 + Penalty 2835.473066 = -727644.596351
  nChanged 144
		SP:Iteration 14Q (60589.520000 sec): 3 clusters
  Score: Raw -730571.026938 + Penalty 2835.473066 = -727735.553872
  nChanged 115
		SP:Iteration 15Q (60589.710000 sec): 3 clusters
  Score: Raw -730639.077639 + Penalty 2835.473066 = -727803.604573
  nChanged 102
		SP:Iteration 16Q (60589.970000 sec): 3 clusters
  Score: Raw -730712.707356 + Penalty 2835.473066 = -727877.234290
  nChanged 92
		SP:Iteration 17Q (60590.160000 sec): 3 clusters
  Score: Raw -730774.436926 + Penalty 2835.473066 = -727938.963859
  nChanged 66
		SP:Iteration 18Q (60590.330000 sec): 3 clusters
  Score: Raw -730821.242633 + Penalty 2835.473066 = -727985.769566
  nChanged 56
		SP:Iteration 19Q (60590.560000 sec): 3 clusters
  Score: Raw -730870.036141 + Penalty 2835.473066 = -728034.563075
  nChanged 46
		SP:Iteration 20F (60590.740000 sec): 3 clusters
  Score: Raw -730901.506748 + Penalty 2835.473066 = -728066.033682
  nChanged 31
		SP:Iteration 21Q (60590.920000 sec): 3 clusters
  Score: Raw -730922.524470 + Penalty 2835.473066 = -728087.051404
  nChanged 30
		SP:Iteration 22Q (60591.120000 sec): 3 clusters
  Score: Raw -730942.059033 + Penalty 2835.473066 = -728106.585967
  nChanged 28
		SP:Iteration 23Q (60591.300000 sec): 3 clusters
  Score: Raw -730963.761793 + Penalty 2835.473066 = -728128.288727
  nChanged 21
		SP:Iteration 24Q (60591.520000 sec): 3 clusters
  Score: Raw -730982.593506 + Penalty 2835.473066 = -728147.120440
  nChanged 14
		SP:Iteration 25Q (60591.660000 sec): 3 clusters
  Score: Raw -730993.691440 + Penalty 2835.473066 = -728158.218374
  nChanged 15
		SP:Iteration 26Q (60591.850000 sec): 3 clusters
  Score: Raw -731003.463477 + Penalty 2835.473066 = -728167.990411
  nChanged 17
		SP:Iteration 27Q (60592.030000 sec): 3 clusters
  Score: Raw -731015.420121 + Penalty 2835.473066 = -728179.947055
  nChanged 18
		SP:Iteration 28Q (60592.270000 sec): 3 clusters
  Score: Raw -731029.644314 + Penalty 2835.473066 = -728194.171247
  nChanged 11
		SP:Iteration 29Q (60592.440000 sec): 3 clusters
  Score: Raw -731036.322942 + Penalty 2835.473066 = -728200.849876
  nChanged 8
		SP:Iteration 30Q (60592.680000 sec): 3 clusters
  Score: Raw -731042.014551 + Penalty 2835.473066 = -728206.541485
  nChanged 11
		SP:Iteration 31Q (60592.810000 sec): 3 clusters
  Score: Raw -731047.925421 + Penalty 2835.473066 = -728212.452355
  nChanged 8
		SP:Iteration 32Q (60593.050000 sec): 3 clusters
  Score: Raw -731051.977731 + Penalty 2835.473066 = -728216.504665
  nChanged 7
		SP:Iteration 33Q (60593.220000 sec): 3 clusters
  Score: Raw -731056.946163 + Penalty 2835.473066 = -728221.473097
  nChanged 6
		SP:Iteration 34Q (60593.400000 sec): 3 clusters
  Score: Raw -731061.232073 + Penalty 2835.473066 = -728225.759007
  nChanged 7
		SP:Iteration 35Q (60593.580000 sec): 3 clusters
  Score: Raw -731065.988857 + Penalty 2835.473066 = -728230.515791
  nChanged 8
		SP:Iteration 36Q (60593.760000 sec): 3 clusters
  Score: Raw -731069.133212 + Penalty 2835.473066 = -728233.660146
  nChanged 5
		SP:Iteration 37Q (60593.940000 sec): 3 clusters
  Score: Raw -731070.891760 + Penalty 2835.473066 = -728235.418694
  nChanged 3
		SP:Iteration 38Q (60594.110000 sec): 3 clusters
  Score: Raw -731072.553943 + Penalty 2835.473066 = -728237.080877
  nChanged 1
		SP:Iteration 39Q (60594.350000 sec): 3 clusters
  Score: Raw -731073.850855 + Penalty 2835.473066 = -728238.377789
  nChanged 1
		SP:Iteration 40F (60594.520000 sec): 3 clusters
  Score: Raw -731074.114908 + Penalty 2835.473066 = -728238.641842
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 49 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60594.600000 sec): 2 clusters
  Score: Raw -163874.774304 + Penalty 1181.086241 = -162693.688063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60594.760000 sec): 3 clusters
  Score: Raw -163335.976777 + Penalty 2362.172482 = -160973.804295
  nChanged 459
		SP:Iteration 1F (60594.920000 sec): 3 clusters
  Score: Raw -163667.633277 + Penalty 2362.172482 = -161305.460795
  nChanged 134
		SP:Iteration 2F (60595.080000 sec): 3 clusters
  Score: Raw -163824.663393 + Penalty 2362.172482 = -161462.490911
  nChanged 95
		SP:Iteration 3F (60595.230000 sec): 3 clusters
  Score: Raw -163948.271931 + Penalty 2362.172482 = -161586.099449
  nChanged 75
		SP:Iteration 4F (60595.400000 sec): 3 clusters
  Score: Raw -164051.170881 + Penalty 2362.172482 = -161688.998399
  nChanged 68
		SP:Iteration 5Q (60595.630000 sec): 3 clusters
  Score: Raw -164146.509414 + Penalty 2362.172482 = -161784.336932
  nChanged 66
		SP:Iteration 6Q (60595.820000 sec): 3 clusters
  Score: Raw -164242.318754 + Penalty 2362.172482 = -161880.146272
  nChanged 51
		SP:Iteration 7Q (60595.990000 sec): 3 clusters
  Score: Raw -164369.686211 + Penalty 2362.172482 = -162007.513730
  nChanged 50
		SP:Iteration 8Q (60596.180000 sec): 3 clusters
  Score: Raw -164453.961510 + Penalty 2362.172482 = -162091.789028
  nChanged 37
		SP:Iteration 9Q (60596.310000 sec): 3 clusters
  Score: Raw -164501.947266 + Penalty 2362.172482 = -162139.774784
  nChanged 28
		SP:Iteration 10Q (60596.520000 sec): 3 clusters
  Score: Raw -164533.032450 + Penalty 2362.172482 = -162170.859969
  nChanged 15
		SP:Iteration 11Q (60596.680000 sec): 3 clusters
  Score: Raw -164548.831005 + Penalty 2362.172482 = -162186.658523
  nChanged 11
		SP:Iteration 12Q (60596.900000 sec): 3 clusters
  Score: Raw -164557.580360 + Penalty 2362.172482 = -162195.407878
  nChanged 6
		SP:Iteration 13Q (60597.070000 sec): 3 clusters
  Score: Raw -164566.177187 + Penalty 2362.172482 = -162204.004705
  nChanged 7
		SP:Iteration 14Q (60597.240000 sec): 3 clusters
  Score: Raw -164571.445752 + Penalty 2362.172482 = -162209.273270
  nChanged 6
		SP:Iteration 15Q (60597.420000 sec): 3 clusters
  Score: Raw -164573.962321 + Penalty 2362.172482 = -162211.789839
  nChanged 1
		SP:Iteration 16Q (60597.600000 sec): 3 clusters
  Score: Raw -164574.569144 + Penalty 2362.172482 = -162212.396662
  nChanged 2
		SP:Iteration 17Q (60597.780000 sec): 3 clusters
  Score: Raw -164575.785248 + Penalty 2362.172482 = -162213.612766
  nChanged 1
		SP:Iteration 18Q (60597.920000 sec): 3 clusters
  Score: Raw -164578.297897 + Penalty 2362.172482 = -162216.125415
  nChanged 2
		SP:Iteration 19Q (60598.120000 sec): 3 clusters
  Score: Raw -164579.811672 + Penalty 2362.172482 = -162217.639190
  nChanged 1
		SP:Iteration 20F (60598.270000 sec): 3 clusters
  Score: Raw -164580.521751 + Penalty 2362.172482 = -162218.349269
  nChanged 1
		SP:Iteration 21Q (60598.440000 sec): 3 clusters
  Score: Raw -164581.634123 + Penalty 2362.172482 = -162219.461641
  nChanged 0
		SP:Iteration 22F (60598.630000 sec): 3 clusters
  Score: Raw -164581.634123 + Penalty 2362.172482 = -162219.461641
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 50 (12121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60598.770000 sec): 2 clusters
  Score: Raw -1452528.359553 + Penalty 1527.937899 = -1451000.421654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60599.040000 sec): 3 clusters
  Score: Raw -1445572.576366 + Penalty 3055.875798 = -1442516.700568
  nChanged 5271
		SP:Iteration 1F (60599.270000 sec): 3 clusters
  Score: Raw -1448386.996672 + Penalty 3055.875798 = -1445331.120874
  nChanged 660
		SP:Iteration 2F (60599.450000 sec): 3 clusters
  Score: Raw -1448648.819747 + Penalty 3055.875798 = -1445592.943949
  nChanged 600
		SP:Iteration 3Q (60599.670000 sec): 3 clusters
  Score: Raw -1448922.239272 + Penalty 3055.875798 = -1445866.363473
  nChanged 635
		SP:Iteration 4F (60599.880000 sec): 3 clusters
  Score: Raw -1449254.951323 + Penalty 3055.875798 = -1446199.075525
  nChanged 679
		SP:Iteration 5F (60600.080000 sec): 3 clusters
  Score: Raw -1449638.118382 + Penalty 3055.875798 = -1446582.242583
  nChanged 666
		SP:Iteration 6F (60600.300000 sec): 3 clusters
  Score: Raw -1450057.884346 + Penalty 3055.875798 = -1447002.008548
  nChanged 678
		SP:Iteration 7F (60600.490000 sec): 3 clusters
  Score: Raw -1450500.134314 + Penalty 3055.875798 = -1447444.258516
  nChanged 641
		SP:Iteration 8F (60600.710000 sec): 3 clusters
  Score: Raw -1450940.700944 + Penalty 3055.875798 = -1447884.825146
  nChanged 618
		SP:Iteration 9F (60600.950000 sec): 3 clusters
  Score: Raw -1451388.392215 + Penalty 3055.875798 = -1448332.516417
  nChanged 508
		SP:Iteration 10Q (60601.180000 sec): 3 clusters
  Score: Raw -1451762.734548 + Penalty 3055.875798 = -1448706.858749
  nChanged 385
		SP:Iteration 11Q (60601.430000 sec): 3 clusters
  Score: Raw -1452035.372208 + Penalty 3055.875798 = -1448979.496410
  nChanged 247
		SP:Iteration 12Q (60601.650000 sec): 3 clusters
  Score: Raw -1452214.647242 + Penalty 3055.875798 = -1449158.771444
  nChanged 222
		SP:Iteration 13Q (60601.830000 sec): 3 clusters
  Score: Raw -1452402.616033 + Penalty 3055.875798 = -1449346.740235
  nChanged 191
		SP:Iteration 14Q (60602.060000 sec): 3 clusters
  Score: Raw -1452584.979682 + Penalty 3055.875798 = -1449529.103883
  nChanged 142
		SP:Iteration 15Q (60602.290000 sec): 3 clusters
  Score: Raw -1452732.150888 + Penalty 3055.875798 = -1449676.275089
  nChanged 109
		SP:Iteration 16Q (60602.530000 sec): 3 clusters
  Score: Raw -1452832.648766 + Penalty 3055.875798 = -1449776.772967
  nChanged 100
		SP:Iteration 17Q (60602.740000 sec): 3 clusters
  Score: Raw -1452928.849246 + Penalty 3055.875798 = -1449872.973447
  nChanged 68
		SP:Iteration 18Q (60602.950000 sec): 3 clusters
  Score: Raw -1452994.804966 + Penalty 3055.875798 = -1449938.929168
  nChanged 54
		SP:Iteration 19Q (60603.170000 sec): 3 clusters
  Score: Raw -1453040.295848 + Penalty 3055.875798 = -1449984.420049
  nChanged 46
		SP:Iteration 20F (60603.380000 sec): 3 clusters
  Score: Raw -1453071.898303 + Penalty 3055.875798 = -1450016.022505
  nChanged 28
		SP:Iteration 21Q (60603.620000 sec): 3 clusters
  Score: Raw -1453088.796310 + Penalty 3055.875798 = -1450032.920512
  nChanged 17
		SP:Iteration 22Q (60603.880000 sec): 3 clusters
  Score: Raw -1453101.701773 + Penalty 3055.875798 = -1450045.825974
  nChanged 19
		SP:Iteration 23Q (60604.110000 sec): 3 clusters
  Score: Raw -1453114.192921 + Penalty 3055.875798 = -1450058.317123
  nChanged 17
		SP:Iteration 24Q (60604.290000 sec): 3 clusters
  Score: Raw -1453123.601822 + Penalty 3055.875798 = -1450067.726024
  nChanged 10
		SP:Iteration 25Q (60604.490000 sec): 3 clusters
  Score: Raw -1453129.980073 + Penalty 3055.875798 = -1450074.104275
  nChanged 14
		SP:Iteration 26Q (60604.710000 sec): 3 clusters
  Score: Raw -1453139.373535 + Penalty 3055.875798 = -1450083.497737
  nChanged 10
		SP:Iteration 27Q (60604.910000 sec): 3 clusters
  Score: Raw -1453145.671420 + Penalty 3055.875798 = -1450089.795622
  nChanged 14
		SP:Iteration 28Q (60605.120000 sec): 3 clusters
  Score: Raw -1453152.945947 + Penalty 3055.875798 = -1450097.070149
  nChanged 13
		SP:Iteration 29Q (60605.350000 sec): 3 clusters
  Score: Raw -1453162.952866 + Penalty 3055.875798 = -1450107.077068
  nChanged 12
		SP:Iteration 30Q (60605.590000 sec): 3 clusters
  Score: Raw -1453170.062248 + Penalty 3055.875798 = -1450114.186449
  nChanged 7
		SP:Iteration 31Q (60605.800000 sec): 3 clusters
  Score: Raw -1453173.632566 + Penalty 3055.875798 = -1450117.756767
  nChanged 3
		SP:Iteration 32Q (60606.010000 sec): 3 clusters
  Score: Raw -1453175.188095 + Penalty 3055.875798 = -1450119.312297
  nChanged 3
		SP:Iteration 33Q (60606.200000 sec): 3 clusters
  Score: Raw -1453176.797681 + Penalty 3055.875798 = -1450120.921883
  nChanged 1
		SP:Iteration 34Q (60606.430000 sec): 3 clusters
  Score: Raw -1453177.833404 + Penalty 3055.875798 = -1450121.957606
  nChanged 0
		SP:Iteration 35F (60606.600000 sec): 3 clusters
  Score: Raw -1453177.833404 + Penalty 3055.875798 = -1450121.957606
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 51 (900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60606.710000 sec): 2 clusters
  Score: Raw -100162.395367 + Penalty 1105.389149 = -99057.006218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60606.930000 sec): 3 clusters
  Score: Raw -99876.052431 + Penalty 2210.778298 = -97665.274133
  nChanged 265
		SP:Iteration 1F (60607.070000 sec): 3 clusters
  Score: Raw -100111.250846 + Penalty 2210.778298 = -97900.472548
  nChanged 84
		SP:Iteration 2F (60607.310000 sec): 3 clusters
  Score: Raw -100221.096242 + Penalty 2210.778298 = -98010.317944
  nChanged 56
		SP:Iteration 3F (60607.490000 sec): 3 clusters
  Score: Raw -100304.568466 + Penalty 2210.778298 = -98093.790168
  nChanged 39
		SP:Iteration 4Q (60607.640000 sec): 3 clusters
  Score: Raw -100361.475167 + Penalty 2210.778298 = -98150.696869
  nChanged 23
		SP:Iteration 5Q (60607.830000 sec): 3 clusters
  Score: Raw -100397.596498 + Penalty 2210.778298 = -98186.818200
  nChanged 21
		SP:Iteration 6Q (60608.020000 sec): 3 clusters
  Score: Raw -100438.851416 + Penalty 2210.778298 = -98228.073118
  nChanged 15
		SP:Iteration 7Q (60608.200000 sec): 3 clusters
  Score: Raw -100466.061055 + Penalty 2210.778298 = -98255.282757
  nChanged 14
		SP:Iteration 8Q (60608.420000 sec): 3 clusters
  Score: Raw -100491.795207 + Penalty 2210.778298 = -98281.016909
  nChanged 13
		SP:Iteration 9Q (60608.600000 sec): 3 clusters
  Score: Raw -100511.888465 + Penalty 2210.778298 = -98301.110167
  nChanged 8
		SP:Iteration 10Q (60608.780000 sec): 3 clusters
  Score: Raw -100521.805202 + Penalty 2210.778298 = -98311.026904
  nChanged 3
		SP:Iteration 11Q (60608.950000 sec): 3 clusters
  Score: Raw -100524.705773 + Penalty 2210.778298 = -98313.927475
  nChanged 6
		SP:Iteration 12Q (60609.110000 sec): 3 clusters
  Score: Raw -100529.733922 + Penalty 2210.778298 = -98318.955624
  nChanged 3
		SP:Iteration 13Q (60609.320000 sec): 3 clusters
  Score: Raw -100535.810971 + Penalty 2210.778298 = -98325.032673
  nChanged 8
		SP:Iteration 14Q (60609.450000 sec): 3 clusters
  Score: Raw -100547.528054 + Penalty 2210.778298 = -98336.749756
  nChanged 5
		SP:Iteration 15Q (60609.630000 sec): 3 clusters
  Score: Raw -100554.682446 + Penalty 2210.778298 = -98343.904148
  nChanged 4
		SP:Iteration 16Q (60609.790000 sec): 3 clusters
  Score: Raw -100556.453853 + Penalty 2210.778298 = -98345.675555
  nChanged 3
		SP:Iteration 17Q (60609.970000 sec): 3 clusters
  Score: Raw -100558.744481 + Penalty 2210.778298 = -98347.966183
  nChanged 3
		SP:Iteration 18Q (60610.140000 sec): 3 clusters
  Score: Raw -100560.169757 + Penalty 2210.778298 = -98349.391459
  nChanged 2
		SP:Iteration 19Q (60610.350000 sec): 3 clusters
  Score: Raw -100561.514537 + Penalty 2210.778298 = -98350.736239
  nChanged 1
		SP:Iteration 20F (60610.530000 sec): 3 clusters
  Score: Raw -100562.144017 + Penalty 2210.778298 = -98351.365719
  nChanged 1
		SP:Iteration 21Q (60610.670000 sec): 3 clusters
  Score: Raw -100562.920396 + Penalty 2210.778298 = -98352.142098
  nChanged 1
		SP:Iteration 22Q (60610.880000 sec): 3 clusters
  Score: Raw -100564.259771 + Penalty 2210.778298 = -98353.481473
  nChanged 1
		SP:Iteration 23Q (60611.040000 sec): 3 clusters
  Score: Raw -100565.075603 + Penalty 2210.778298 = -98354.297305
  nChanged 1
		SP:Iteration 24Q (60611.230000 sec): 3 clusters
  Score: Raw -100566.687634 + Penalty 2210.778298 = -98355.909336
  nChanged 1
		SP:Iteration 25Q (60611.370000 sec): 3 clusters
  Score: Raw -100568.192935 + Penalty 2210.778298 = -98357.414637
  nChanged 0
		SP:Iteration 26F (60611.510000 sec): 3 clusters
  Score: Raw -100568.192935 + Penalty 2210.778298 = -98357.414637
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 52 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60611.650000 sec): 2 clusters
  Score: Raw -538013.445982 + Penalty 1367.894896 = -536645.551085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60611.850000 sec): 3 clusters
  Score: Raw -535657.853299 + Penalty 2735.789793 = -532922.063507
  nChanged 1820
		SP:Iteration 1F (60612.010000 sec): 3 clusters
  Score: Raw -536699.098313 + Penalty 2735.789793 = -533963.308520
  nChanged 362
		SP:Iteration 2F (60612.210000 sec): 3 clusters
  Score: Raw -536936.183735 + Penalty 2735.789793 = -534200.393942
  nChanged 287
		SP:Iteration 3F (60612.390000 sec): 3 clusters
  Score: Raw -537158.284798 + Penalty 2735.789793 = -534422.495005
  nChanged 241
		SP:Iteration 4F (60612.600000 sec): 3 clusters
  Score: Raw -537369.854556 + Penalty 2735.789793 = -534634.064763
  nChanged 243
		SP:Iteration 5F (60612.800000 sec): 3 clusters
  Score: Raw -537580.034330 + Penalty 2735.789793 = -534844.244537
  nChanged 220
		SP:Iteration 6Q (60613.000000 sec): 3 clusters
  Score: Raw -537760.792419 + Penalty 2735.789793 = -535025.002626
  nChanged 190
		SP:Iteration 7Q (60613.160000 sec): 3 clusters
  Score: Raw -537885.518871 + Penalty 2735.789793 = -535149.729078
  nChanged 139
		SP:Iteration 8Q (60613.380000 sec): 3 clusters
  Score: Raw -537973.275459 + Penalty 2735.789793 = -535237.485666
  nChanged 126
		SP:Iteration 9Q (60613.590000 sec): 3 clusters
  Score: Raw -538035.799331 + Penalty 2735.789793 = -535300.009538
  nChanged 85
		SP:Iteration 10Q (60613.800000 sec): 3 clusters
  Score: Raw -538072.302977 + Penalty 2735.789793 = -535336.513185
  nChanged 62
		SP:Iteration 11Q (60613.960000 sec): 3 clusters
  Score: Raw -538098.039086 + Penalty 2735.789793 = -535362.249293
  nChanged 55
		SP:Iteration 12Q (60614.180000 sec): 3 clusters
  Score: Raw -538116.166131 + Penalty 2735.789793 = -535380.376338
  nChanged 41
		SP:Iteration 13Q (60614.360000 sec): 3 clusters
  Score: Raw -538129.286447 + Penalty 2735.789793 = -535393.496654
  nChanged 37
		SP:Iteration 14Q (60614.550000 sec): 3 clusters
  Score: Raw -538139.493261 + Penalty 2735.789793 = -535403.703468
  nChanged 23
		SP:Iteration 15Q (60614.750000 sec): 3 clusters
  Score: Raw -538146.116384 + Penalty 2735.789793 = -535410.326591
  nChanged 21
		SP:Iteration 16Q (60614.940000 sec): 3 clusters
  Score: Raw -538153.687041 + Penalty 2735.789793 = -535417.897248
  nChanged 18
		SP:Iteration 17Q (60615.070000 sec): 3 clusters
  Score: Raw -538157.851086 + Penalty 2735.789793 = -535422.061293
  nChanged 19
		SP:Iteration 18Q (60615.260000 sec): 3 clusters
  Score: Raw -538162.470034 + Penalty 2735.789793 = -535426.680241
  nChanged 15
		SP:Iteration 19Q (60615.430000 sec): 3 clusters
  Score: Raw -538166.243386 + Penalty 2735.789793 = -535430.453593
  nChanged 10
		SP:Iteration 20F (60615.620000 sec): 3 clusters
  Score: Raw -538169.544479 + Penalty 2735.789793 = -535433.754686
  nChanged 12
		SP:Iteration 21Q (60615.800000 sec): 3 clusters
  Score: Raw -538172.671624 + Penalty 2735.789793 = -535436.881831
  nChanged 14
		SP:Iteration 22Q (60615.980000 sec): 3 clusters
  Score: Raw -538175.273502 + Penalty 2735.789793 = -535439.483709
  nChanged 9
		SP:Iteration 23Q (60616.180000 sec): 3 clusters
  Score: Raw -538178.103604 + Penalty 2735.789793 = -535442.313811
  nChanged 7
		SP:Iteration 24Q (60616.370000 sec): 3 clusters
  Score: Raw -538179.564753 + Penalty 2735.789793 = -535443.774960
  nChanged 6
		SP:Iteration 25Q (60616.570000 sec): 3 clusters
  Score: Raw -538180.907049 + Penalty 2735.789793 = -535445.117256
  nChanged 5
		SP:Iteration 26Q (60616.750000 sec): 3 clusters
  Score: Raw -538182.172659 + Penalty 2735.789793 = -535446.382866
  nChanged 4
		SP:Iteration 27Q (60616.900000 sec): 3 clusters
  Score: Raw -538183.200238 + Penalty 2735.789793 = -535447.410446
  nChanged 2
		SP:Iteration 28Q (60617.100000 sec): 3 clusters
  Score: Raw -538183.968316 + Penalty 2735.789793 = -535448.178523
  nChanged 5
		SP:Iteration 29Q (60617.320000 sec): 3 clusters
  Score: Raw -538185.113907 + Penalty 2735.789793 = -535449.324114
  nChanged 2
		SP:Iteration 30Q (60617.520000 sec): 3 clusters
  Score: Raw -538185.599528 + Penalty 2735.789793 = -535449.809735
  nChanged 1
		SP:Iteration 31Q (60617.690000 sec): 3 clusters
  Score: Raw -538185.897800 + Penalty 2735.789793 = -535450.108007
  nChanged 2
		SP:Iteration 32Q (60617.910000 sec): 3 clusters
  Score: Raw -538186.586546 + Penalty 2735.789793 = -535450.796753
  nChanged 2
		SP:Iteration 33Q (60618.080000 sec): 3 clusters
  Score: Raw -538187.068427 + Penalty 2735.789793 = -535451.278634
  nChanged 2
		SP:Iteration 34Q (60618.270000 sec): 3 clusters
  Score: Raw -538187.380695 + Penalty 2735.789793 = -535451.590902
  nChanged 2
		SP:Iteration 35Q (60618.460000 sec): 3 clusters
  Score: Raw -538187.924955 + Penalty 2735.789793 = -535452.135162
  nChanged 3
		SP:Iteration 36Q (60618.650000 sec): 3 clusters
  Score: Raw -538188.809174 + Penalty 2735.789793 = -535453.019381
  nChanged 7
		SP:Iteration 37Q (60618.860000 sec): 3 clusters
  Score: Raw -538189.740296 + Penalty 2735.789793 = -535453.950503
  nChanged 6
		SP:Iteration 38Q (60619.070000 sec): 3 clusters
  Score: Raw -538191.069091 + Penalty 2735.789793 = -535455.279298
  nChanged 3
		SP:Iteration 39Q (60619.220000 sec): 3 clusters
  Score: Raw -538191.641768 + Penalty 2735.789793 = -535455.851975
  nChanged 2
		SP:Iteration 40F (60619.380000 sec): 3 clusters
  Score: Raw -538192.162212 + Penalty 2735.789793 = -535456.372419
  nChanged 1
		SP:Iteration 41Q (60619.540000 sec): 3 clusters
  Score: Raw -538192.328526 + Penalty 2735.789793 = -535456.538733
  nChanged 1
		SP:Iteration 42Q (60619.710000 sec): 3 clusters
  Score: Raw -538192.496926 + Penalty 2735.789793 = -535456.707134
  nChanged 0
		SP:Iteration 43F (60619.900000 sec): 3 clusters
  Score: Raw -538192.496926 + Penalty 2735.789793 = -535456.707134
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 53 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60620.000000 sec): 2 clusters
  Score: Raw -167440.247441 + Penalty 1181.877547 = -166258.369894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60620.180000 sec): 3 clusters
  Score: Raw -166903.916073 + Penalty 2363.755094 = -164540.160979
  nChanged 482
		SP:Iteration 1F (60620.350000 sec): 3 clusters
  Score: Raw -167323.789318 + Penalty 2363.755094 = -164960.034224
  nChanged 133
		SP:Iteration 2F (60620.530000 sec): 3 clusters
  Score: Raw -167456.820011 + Penalty 2363.755094 = -165093.064917
  nChanged 81
		SP:Iteration 3F (60620.710000 sec): 3 clusters
  Score: Raw -167535.107635 + Penalty 2363.755094 = -165171.352542
  nChanged 54
		SP:Iteration 4Q (60620.870000 sec): 3 clusters
  Score: Raw -167587.031620 + Penalty 2363.755094 = -165223.276527
  nChanged 38
		SP:Iteration 5Q (60621.040000 sec): 3 clusters
  Score: Raw -167623.544201 + Penalty 2363.755094 = -165259.789107
  nChanged 36
		SP:Iteration 6Q (60621.210000 sec): 3 clusters
  Score: Raw -167658.408062 + Penalty 2363.755094 = -165294.652969
  nChanged 27
		SP:Iteration 7Q (60621.390000 sec): 3 clusters
  Score: Raw -167682.605429 + Penalty 2363.755094 = -165318.850335
  nChanged 19
		SP:Iteration 8Q (60621.550000 sec): 3 clusters
  Score: Raw -167699.371227 + Penalty 2363.755094 = -165335.616133
  nChanged 17
		SP:Iteration 9Q (60621.730000 sec): 3 clusters
  Score: Raw -167712.282233 + Penalty 2363.755094 = -165348.527139
  nChanged 17
		SP:Iteration 10Q (60621.930000 sec): 3 clusters
  Score: Raw -167725.360470 + Penalty 2363.755094 = -165361.605376
  nChanged 20
		SP:Iteration 11Q (60622.110000 sec): 3 clusters
  Score: Raw -167738.358582 + Penalty 2363.755094 = -165374.603489
  nChanged 14
		SP:Iteration 12Q (60622.300000 sec): 3 clusters
  Score: Raw -167747.368602 + Penalty 2363.755094 = -165383.613509
  nChanged 7
		SP:Iteration 13Q (60622.470000 sec): 3 clusters
  Score: Raw -167754.832338 + Penalty 2363.755094 = -165391.077245
  nChanged 6
		SP:Iteration 14Q (60622.680000 sec): 3 clusters
  Score: Raw -167760.372812 + Penalty 2363.755094 = -165396.617718
  nChanged 7
		SP:Iteration 15Q (60622.830000 sec): 3 clusters
  Score: Raw -167763.528790 + Penalty 2363.755094 = -165399.773696
  nChanged 3
		SP:Iteration 16Q (60623.000000 sec): 3 clusters
  Score: Raw -167765.175289 + Penalty 2363.755094 = -165401.420195
  nChanged 6
		SP:Iteration 17Q (60623.170000 sec): 3 clusters
  Score: Raw -167768.326594 + Penalty 2363.755094 = -165404.571500
  nChanged 4
		SP:Iteration 18Q (60623.330000 sec): 3 clusters
  Score: Raw -167771.677197 + Penalty 2363.755094 = -165407.922104
  nChanged 3
		SP:Iteration 19Q (60623.490000 sec): 3 clusters
  Score: Raw -167777.001373 + Penalty 2363.755094 = -165413.246279
  nChanged 7
		SP:Iteration 20F (60623.650000 sec): 3 clusters
  Score: Raw -167783.784543 + Penalty 2363.755094 = -165420.029450
  nChanged 11
		SP:Iteration 21Q (60623.850000 sec): 3 clusters
  Score: Raw -167795.133123 + Penalty 2363.755094 = -165431.378029
  nChanged 11
		SP:Iteration 22Q (60624.010000 sec): 3 clusters
  Score: Raw -167805.843884 + Penalty 2363.755094 = -165442.088790
  nChanged 10
		SP:Iteration 23Q (60624.150000 sec): 3 clusters
  Score: Raw -167814.793133 + Penalty 2363.755094 = -165451.038039
  nChanged 8
		SP:Iteration 24Q (60624.340000 sec): 3 clusters
  Score: Raw -167822.287829 + Penalty 2363.755094 = -165458.532736
  nChanged 10
		SP:Iteration 25Q (60624.530000 sec): 3 clusters
  Score: Raw -167829.788526 + Penalty 2363.755094 = -165466.033432
  nChanged 12
		SP:Iteration 26Q (60624.660000 sec): 3 clusters
  Score: Raw -167839.459223 + Penalty 2363.755094 = -165475.704129
  nChanged 13
		SP:Iteration 27Q (60624.850000 sec): 3 clusters
  Score: Raw -167848.207647 + Penalty 2363.755094 = -165484.452553
  nChanged 8
		SP:Iteration 28Q (60624.990000 sec): 3 clusters
  Score: Raw -167853.472231 + Penalty 2363.755094 = -165489.717137
  nChanged 8
		SP:Iteration 29Q (60625.190000 sec): 3 clusters
  Score: Raw -167859.459549 + Penalty 2363.755094 = -165495.704455
  nChanged 9
		SP:Iteration 30Q (60625.360000 sec): 3 clusters
  Score: Raw -167866.119584 + Penalty 2363.755094 = -165502.364491
  nChanged 6
		SP:Iteration 31Q (60625.530000 sec): 3 clusters
  Score: Raw -167869.482248 + Penalty 2363.755094 = -165505.727155
  nChanged 5
		SP:Iteration 32Q (60625.740000 sec): 3 clusters
  Score: Raw -167873.579911 + Penalty 2363.755094 = -165509.824817
  nChanged 5
		SP:Iteration 33Q (60625.910000 sec): 3 clusters
  Score: Raw -167878.084353 + Penalty 2363.755094 = -165514.329259
  nChanged 6
		SP:Iteration 34Q (60626.100000 sec): 3 clusters
  Score: Raw -167883.670395 + Penalty 2363.755094 = -165519.915301
  nChanged 5
		SP:Iteration 35Q (60626.260000 sec): 3 clusters
  Score: Raw -167887.337543 + Penalty 2363.755094 = -165523.582449
  nChanged 7
		SP:Iteration 36Q (60626.410000 sec): 3 clusters
  Score: Raw -167892.269533 + Penalty 2363.755094 = -165528.514439
  nChanged 8
		SP:Iteration 37Q (60626.600000 sec): 3 clusters
  Score: Raw -167897.675749 + Penalty 2363.755094 = -165533.920655
  nChanged 7
		SP:Iteration 38Q (60626.760000 sec): 3 clusters
  Score: Raw -167902.904638 + Penalty 2363.755094 = -165539.149544
  nChanged 3
		SP:Iteration 39Q (60626.940000 sec): 3 clusters
  Score: Raw -167905.380875 + Penalty 2363.755094 = -165541.625781
  nChanged 3
		SP:Iteration 40F (60627.160000 sec): 3 clusters
  Score: Raw -167907.822752 + Penalty 2363.755094 = -165544.067658
  nChanged 3
		SP:Iteration 41Q (60627.300000 sec): 3 clusters
  Score: Raw -167909.169247 + Penalty 2363.755094 = -165545.414154
  nChanged 3
		SP:Iteration 42Q (60627.510000 sec): 3 clusters
  Score: Raw -167911.851833 + Penalty 2363.755094 = -165548.096739
  nChanged 0
		SP:Iteration 43F (60627.660000 sec): 3 clusters
  Score: Raw -167911.851833 + Penalty 2363.755094 = -165548.096739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 54 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60627.730000 sec): 2 clusters
  Score: Raw -9985.797274 + Penalty 854.342998 = -9131.454276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60627.900000 sec): 3 clusters
  Score: Raw -10175.231017 + Penalty 1708.685996 = -8466.545021
  nChanged 47
		SP:Iteration 1F (60628.090000 sec): 3 clusters
  Score: Raw -10451.833240 + Penalty 1708.685996 = -8743.147244
  nChanged 20
		SP:Iteration 2F (60628.230000 sec): 3 clusters
  Score: Raw -10557.927179 + Penalty 1708.685996 = -8849.241183
  nChanged 6
		SP:Iteration 3Q (60628.400000 sec): 3 clusters
  Score: Raw -10659.327628 + Penalty 1708.685996 = -8950.641632
  nChanged 5
		SP:Iteration 4Q (60628.590000 sec): 3 clusters
  Score: Raw -10683.242703 + Penalty 1708.685996 = -8974.556707
  nChanged 2
		SP:Iteration 5Q (60628.780000 sec): 3 clusters
  Score: Raw -10688.485144 + Penalty 1708.685996 = -8979.799149
  nChanged 1
		SP:Iteration 6Q (60628.960000 sec): 3 clusters
  Score: Raw -10690.116080 + Penalty 1708.685996 = -8981.430084
  nChanged 0
		SP:Iteration 7F (60629.140000 sec): 3 clusters
  Score: Raw -10690.116080 + Penalty 1708.685996 = -8981.430084
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 55 (389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60629.240000 sec): 2 clusters
  Score: Raw -42225.201300 + Penalty 969.081643 = -41256.119656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60629.440000 sec): 3 clusters
  Score: Raw -42242.117107 + Penalty 1938.163287 = -40303.953821
  nChanged 90
		SP:Iteration 1F (60629.610000 sec): 3 clusters
  Score: Raw -42400.276930 + Penalty 1938.163287 = -40462.113643
  nChanged 19
		SP:Iteration 2Q (60629.780000 sec): 3 clusters
  Score: Raw -42446.080335 + Penalty 1938.163287 = -40507.917048
  nChanged 14
		SP:Iteration 3Q (60629.990000 sec): 3 clusters
  Score: Raw -42491.235374 + Penalty 1938.163287 = -40553.072088
  nChanged 12
		SP:Iteration 4Q (60630.160000 sec): 3 clusters
  Score: Raw -42525.078879 + Penalty 1938.163287 = -40586.915592
  nChanged 6
		SP:Iteration 5Q (60630.340000 sec): 3 clusters
  Score: Raw -42540.146993 + Penalty 1938.163287 = -40601.983706
  nChanged 4
		SP:Iteration 6Q (60630.460000 sec): 3 clusters
  Score: Raw -42548.756824 + Penalty 1938.163287 = -40610.593537
  nChanged 3
		SP:Iteration 7Q (60630.590000 sec): 3 clusters
  Score: Raw -42552.139508 + Penalty 1938.163287 = -40613.976221
  nChanged 0
		SP:Iteration 8F (60630.750000 sec): 3 clusters
  Score: Raw -42552.139508 + Penalty 1938.163287 = -40613.976221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 56 (17241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60630.960000 sec): 2 clusters
  Score: Raw -2087486.223962 + Penalty 1585.194901 = -2085901.029061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60631.250000 sec): 3 clusters
  Score: Raw -2077181.630950 + Penalty 3170.389803 = -2074011.241147
  nChanged 7722
		SP:Iteration 1F (60631.500000 sec): 3 clusters
  Score: Raw -2081317.271022 + Penalty 3170.389803 = -2078146.881219
  nChanged 777
		SP:Iteration 2Q (60631.770000 sec): 3 clusters
  Score: Raw -2081539.220572 + Penalty 3170.389803 = -2078368.830769
  nChanged 652
		SP:Iteration 3Q (60632.040000 sec): 3 clusters
  Score: Raw -2081719.254097 + Penalty 3170.389803 = -2078548.864294
  nChanged 587
		SP:Iteration 4Q (60632.310000 sec): 3 clusters
  Score: Raw -2081892.173198 + Penalty 3170.389803 = -2078721.783395
  nChanged 551
		SP:Iteration 5Q (60632.560000 sec): 3 clusters
  Score: Raw -2082051.594004 + Penalty 3170.389803 = -2078881.204201
  nChanged 542
		SP:Iteration 6Q (60632.810000 sec): 3 clusters
  Score: Raw -2082236.214019 + Penalty 3170.389803 = -2079065.824216
  nChanged 604
		SP:Iteration 7Q (60633.120000 sec): 3 clusters
  Score: Raw -2082468.764986 + Penalty 3170.389803 = -2079298.375183
  nChanged 693
		SP:Iteration 8Q (60633.380000 sec): 3 clusters
  Score: Raw -2082794.025405 + Penalty 3170.389803 = -2079623.635603
  nChanged 866
		SP:Iteration 9F (60633.600000 sec): 3 clusters
  Score: Raw -2083294.687162 + Penalty 3170.389803 = -2080124.297360
  nChanged 1009
		SP:Iteration 10F (60633.860000 sec): 3 clusters
  Score: Raw -2084005.481126 + Penalty 3170.389803 = -2080835.091323
  nChanged 1064
		SP:Iteration 11F (60634.130000 sec): 3 clusters
  Score: Raw -2084824.700868 + Penalty 3170.389803 = -2081654.311065
  nChanged 1009
		SP:Iteration 12F (60634.420000 sec): 3 clusters
  Score: Raw -2085666.246400 + Penalty 3170.389803 = -2082495.856597
  nChanged 808
		SP:Iteration 13Q (60634.650000 sec): 3 clusters
  Score: Raw -2086358.294286 + Penalty 3170.389803 = -2083187.904483
  nChanged 556
		SP:Iteration 14Q (60634.960000 sec): 3 clusters
  Score: Raw -2086845.802776 + Penalty 3170.389803 = -2083675.412973
  nChanged 364
		SP:Iteration 15Q (60635.180000 sec): 3 clusters
  Score: Raw -2087162.108735 + Penalty 3170.389803 = -2083991.718933
  nChanged 214
		SP:Iteration 16Q (60635.420000 sec): 3 clusters
  Score: Raw -2087350.941998 + Penalty 3170.389803 = -2084180.552195
  nChanged 116
		SP:Iteration 17Q (60635.700000 sec): 3 clusters
  Score: Raw -2087456.043368 + Penalty 3170.389803 = -2084285.653565
  nChanged 91
		SP:Iteration 18Q (60635.950000 sec): 3 clusters
  Score: Raw -2087546.604371 + Penalty 3170.389803 = -2084376.214569
  nChanged 53
		SP:Iteration 19Q (60636.210000 sec): 3 clusters
  Score: Raw -2087596.802489 + Penalty 3170.389803 = -2084426.412687
  nChanged 23
		SP:Iteration 20F (60636.440000 sec): 3 clusters
  Score: Raw -2087623.038794 + Penalty 3170.389803 = -2084452.648991
  nChanged 20
		SP:Iteration 21Q (60636.720000 sec): 3 clusters
  Score: Raw -2087647.609311 + Penalty 3170.389803 = -2084477.219508
  nChanged 17
		SP:Iteration 22Q (60636.950000 sec): 3 clusters
  Score: Raw -2087666.216224 + Penalty 3170.389803 = -2084495.826422
  nChanged 11
		SP:Iteration 23Q (60637.190000 sec): 3 clusters
  Score: Raw -2087678.962970 + Penalty 3170.389803 = -2084508.573167
  nChanged 12
		SP:Iteration 24Q (60637.480000 sec): 3 clusters
  Score: Raw -2087691.955586 + Penalty 3170.389803 = -2084521.565783
  nChanged 4
		SP:Iteration 25Q (60637.700000 sec): 3 clusters
  Score: Raw -2087696.622812 + Penalty 3170.389803 = -2084526.233009
  nChanged 1
		SP:Iteration 26Q (60637.980000 sec): 3 clusters
  Score: Raw -2087698.180721 + Penalty 3170.389803 = -2084527.790918
  nChanged 3
		SP:Iteration 27Q (60638.160000 sec): 3 clusters
  Score: Raw -2087700.924946 + Penalty 3170.389803 = -2084530.535143
  nChanged 2
		SP:Iteration 28Q (60638.420000 sec): 3 clusters
  Score: Raw -2087701.769565 + Penalty 3170.389803 = -2084531.379762
  nChanged 1
		SP:Iteration 29Q (60638.630000 sec): 3 clusters
  Score: Raw -2087702.726632 + Penalty 3170.389803 = -2084532.336829
  nChanged 1
		SP:Iteration 30Q (60638.910000 sec): 3 clusters
  Score: Raw -2087703.374714 + Penalty 3170.389803 = -2084532.984911
  nChanged 1
		SP:Iteration 31Q (60639.120000 sec): 3 clusters
  Score: Raw -2087704.921445 + Penalty 3170.389803 = -2084534.531642
  nChanged 1
		SP:Iteration 32Q (60639.340000 sec): 3 clusters
  Score: Raw -2087705.986628 + Penalty 3170.389803 = -2084535.596826
  nChanged 1
		SP:Iteration 33Q (60639.590000 sec): 3 clusters
  Score: Raw -2087706.830291 + Penalty 3170.389803 = -2084536.440488
  nChanged 1
		SP:Iteration 34Q (60639.840000 sec): 3 clusters
  Score: Raw -2087707.593370 + Penalty 3170.389803 = -2084537.203567
  nChanged 2
		SP:Iteration 35Q (60640.060000 sec): 3 clusters
  Score: Raw -2087709.332210 + Penalty 3170.389803 = -2084538.942407
  nChanged 0
		SP:Iteration 36F (60640.290000 sec): 3 clusters
  Score: Raw -2087709.332210 + Penalty 3170.389803 = -2084538.942407
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 57 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60640.390000 sec): 2 clusters
  Score: Raw -61511.128740 + Penalty 1022.680633 = -60488.448108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60640.540000 sec): 3 clusters
  Score: Raw -61459.963388 + Penalty 2045.361266 = -59414.602123
  nChanged 134
		SP:Iteration 1F (60640.760000 sec): 3 clusters
  Score: Raw -61658.907190 + Penalty 2045.361266 = -59613.545924
  nChanged 35
		SP:Iteration 2F (60640.930000 sec): 3 clusters
  Score: Raw -61726.098359 + Penalty 2045.361266 = -59680.737093
  nChanged 24
		SP:Iteration 3Q (60641.110000 sec): 3 clusters
  Score: Raw -61778.357808 + Penalty 2045.361266 = -59732.996543
  nChanged 15
		SP:Iteration 4Q (60641.250000 sec): 3 clusters
  Score: Raw -61797.522619 + Penalty 2045.361266 = -59752.161353
  nChanged 8
		SP:Iteration 5Q (60641.420000 sec): 3 clusters
  Score: Raw -61811.537782 + Penalty 2045.361266 = -59766.176516
  nChanged 5
		SP:Iteration 6Q (60641.640000 sec): 3 clusters
  Score: Raw -61820.810452 + Penalty 2045.361266 = -59775.449187
  nChanged 5
		SP:Iteration 7Q (60641.820000 sec): 3 clusters
  Score: Raw -61831.896163 + Penalty 2045.361266 = -59786.534898
  nChanged 4
		SP:Iteration 8Q (60641.990000 sec): 3 clusters
  Score: Raw -61835.334575 + Penalty 2045.361266 = -59789.973309
  nChanged 0
		SP:Iteration 9F (60642.140000 sec): 3 clusters
  Score: Raw -61835.334575 + Penalty 2045.361266 = -59789.973309
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 58 (14810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60642.340000 sec): 2 clusters
  Score: Raw -1720381.032662 + Penalty 1560.496910 = -1718820.535752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60642.590000 sec): 3 clusters
  Score: Raw -1711677.034540 + Penalty 3120.993820 = -1708556.040720
  nChanged 6534
		SP:Iteration 1F (60642.820000 sec): 3 clusters
  Score: Raw -1715355.983371 + Penalty 3120.993820 = -1712234.989551
  nChanged 945
		SP:Iteration 2F (60643.090000 sec): 3 clusters
  Score: Raw -1715841.547410 + Penalty 3120.993820 = -1712720.553590
  nChanged 896
		SP:Iteration 3F (60643.320000 sec): 3 clusters
  Score: Raw -1716343.835111 + Penalty 3120.993820 = -1713222.841291
  nChanged 892
		SP:Iteration 4F (60643.560000 sec): 3 clusters
  Score: Raw -1716890.826491 + Penalty 3120.993820 = -1713769.832671
  nChanged 872
		SP:Iteration 5F (60643.810000 sec): 3 clusters
  Score: Raw -1717457.353150 + Penalty 3120.993820 = -1714336.359330
  nChanged 834
		SP:Iteration 6F (60644.040000 sec): 3 clusters
  Score: Raw -1718026.150957 + Penalty 3120.993820 = -1714905.157138
  nChanged 816
		SP:Iteration 7F (60644.260000 sec): 3 clusters
  Score: Raw -1718679.573101 + Penalty 3120.993820 = -1715558.579281
  nChanged 788
		SP:Iteration 8F (60644.520000 sec): 3 clusters
  Score: Raw -1719323.457311 + Penalty 3120.993820 = -1716202.463491
  nChanged 684
		SP:Iteration 9Q (60644.760000 sec): 3 clusters
  Score: Raw -1719782.493176 + Penalty 3120.993820 = -1716661.499356
  nChanged 455
		SP:Iteration 10Q (60644.980000 sec): 3 clusters
  Score: Raw -1720017.839358 + Penalty 3120.993820 = -1716896.845538
  nChanged 355
		SP:Iteration 11Q (60645.240000 sec): 3 clusters
  Score: Raw -1720170.036137 + Penalty 3120.993820 = -1717049.042317
  nChanged 242
		SP:Iteration 12Q (60645.480000 sec): 3 clusters
  Score: Raw -1720251.890550 + Penalty 3120.993820 = -1717130.896730
  nChanged 182
		SP:Iteration 13Q (60645.760000 sec): 3 clusters
  Score: Raw -1720310.630930 + Penalty 3120.993820 = -1717189.637110
  nChanged 143
		SP:Iteration 14Q (60645.990000 sec): 3 clusters
  Score: Raw -1720350.537476 + Penalty 3120.993820 = -1717229.543657
  nChanged 116
		SP:Iteration 15Q (60646.230000 sec): 3 clusters
  Score: Raw -1720374.110786 + Penalty 3120.993820 = -1717253.116966
  nChanged 84
		SP:Iteration 16Q (60646.490000 sec): 3 clusters
  Score: Raw -1720388.056137 + Penalty 3120.993820 = -1717267.062317
  nChanged 60
		SP:Iteration 17Q (60646.730000 sec): 3 clusters
  Score: Raw -1720397.391350 + Penalty 3120.993820 = -1717276.397530
  nChanged 51
		SP:Iteration 18Q (60646.960000 sec): 3 clusters
  Score: Raw -1720404.852775 + Penalty 3120.993820 = -1717283.858955
  nChanged 50
		SP:Iteration 19Q (60647.220000 sec): 3 clusters
  Score: Raw -1720414.084148 + Penalty 3120.993820 = -1717293.090328
  nChanged 49
		SP:Iteration 20F (60647.510000 sec): 3 clusters
  Score: Raw -1720420.785924 + Penalty 3120.993820 = -1717299.792104
  nChanged 42
		SP:Iteration 21Q (60647.720000 sec): 3 clusters
  Score: Raw -1720425.812054 + Penalty 3120.993820 = -1717304.818234
  nChanged 24
		SP:Iteration 22Q (60647.970000 sec): 3 clusters
  Score: Raw -1720428.220145 + Penalty 3120.993820 = -1717307.226325
  nChanged 17
		SP:Iteration 23Q (60648.210000 sec): 3 clusters
  Score: Raw -1720429.612300 + Penalty 3120.993820 = -1717308.618480
  nChanged 10
		SP:Iteration 24Q (60648.450000 sec): 3 clusters
  Score: Raw -1720430.497974 + Penalty 3120.993820 = -1717309.504154
  nChanged 8
		SP:Iteration 25Q (60648.690000 sec): 3 clusters
  Score: Raw -1720431.072171 + Penalty 3120.993820 = -1717310.078351
  nChanged 5
		SP:Iteration 26Q (60648.900000 sec): 3 clusters
  Score: Raw -1720431.442941 + Penalty 3120.993820 = -1717310.449121
  nChanged 3
		SP:Iteration 27Q (60649.150000 sec): 3 clusters
  Score: Raw -1720431.579870 + Penalty 3120.993820 = -1717310.586050
  nChanged 0
		SP:Iteration 28F (60649.390000 sec): 3 clusters
  Score: Raw -1720431.579870 + Penalty 3120.993820 = -1717310.586050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 59 (2003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60649.510000 sec): 2 clusters
  Score: Raw -221982.849827 + Penalty 1235.390217 = -220747.459610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60649.680000 sec): 3 clusters
  Score: Raw -221133.821007 + Penalty 2470.780434 = -218663.040573
  nChanged 719
		SP:Iteration 1F (60649.870000 sec): 3 clusters
  Score: Raw -221609.438557 + Penalty 2470.780434 = -219138.658123
  nChanged 175
		SP:Iteration 2F (60650.050000 sec): 3 clusters
  Score: Raw -221726.919954 + Penalty 2470.780434 = -219256.139520
  nChanged 110
		SP:Iteration 3F (60650.250000 sec): 3 clusters
  Score: Raw -221802.927127 + Penalty 2470.780434 = -219332.146693
  nChanged 69
		SP:Iteration 4Q (60650.460000 sec): 3 clusters
  Score: Raw -221844.960354 + Penalty 2470.780434 = -219374.179920
  nChanged 42
		SP:Iteration 5Q (60650.620000 sec): 3 clusters
  Score: Raw -221882.495364 + Penalty 2470.780434 = -219411.714930
  nChanged 34
		SP:Iteration 6Q (60650.810000 sec): 3 clusters
  Score: Raw -221910.394763 + Penalty 2470.780434 = -219439.614329
  nChanged 42
		SP:Iteration 7Q (60650.960000 sec): 3 clusters
  Score: Raw -221947.111205 + Penalty 2470.780434 = -219476.330771
  nChanged 33
		SP:Iteration 8Q (60651.170000 sec): 3 clusters
  Score: Raw -221967.453003 + Penalty 2470.780434 = -219496.672569
  nChanged 21
		SP:Iteration 9Q (60651.340000 sec): 3 clusters
  Score: Raw -221985.068290 + Penalty 2470.780434 = -219514.287856
  nChanged 26
		SP:Iteration 10Q (60651.490000 sec): 3 clusters
  Score: Raw -222006.534427 + Penalty 2470.780434 = -219535.753993
  nChanged 34
		SP:Iteration 11Q (60651.680000 sec): 3 clusters
  Score: Raw -222044.390808 + Penalty 2470.780434 = -219573.610374
  nChanged 39
		SP:Iteration 12Q (60651.850000 sec): 3 clusters
  Score: Raw -222090.781653 + Penalty 2470.780434 = -219620.001219
  nChanged 45
		SP:Iteration 13Q (60652.030000 sec): 3 clusters
  Score: Raw -222125.769749 + Penalty 2470.780434 = -219654.989315
  nChanged 42
		SP:Iteration 14Q (60652.180000 sec): 3 clusters
  Score: Raw -222158.044279 + Penalty 2470.780434 = -219687.263845
  nChanged 34
		SP:Iteration 15Q (60652.370000 sec): 3 clusters
  Score: Raw -222179.116212 + Penalty 2470.780434 = -219708.335778
  nChanged 33
		SP:Iteration 16Q (60652.530000 sec): 3 clusters
  Score: Raw -222205.117507 + Penalty 2470.780434 = -219734.337073
  nChanged 41
		SP:Iteration 17Q (60652.700000 sec): 3 clusters
  Score: Raw -222233.037697 + Penalty 2470.780434 = -219762.257263
  nChanged 38
		SP:Iteration 18Q (60652.890000 sec): 3 clusters
  Score: Raw -222261.487072 + Penalty 2470.780434 = -219790.706638
  nChanged 35
		SP:Iteration 19Q (60653.080000 sec): 3 clusters
  Score: Raw -222289.145029 + Penalty 2470.780434 = -219818.364595
  nChanged 32
		SP:Iteration 20F (60653.260000 sec): 3 clusters
  Score: Raw -222311.444414 + Penalty 2470.780434 = -219840.663980
  nChanged 31
		SP:Iteration 21Q (60653.440000 sec): 3 clusters
  Score: Raw -222335.046607 + Penalty 2470.780434 = -219864.266173
  nChanged 40
		SP:Iteration 22Q (60653.610000 sec): 3 clusters
  Score: Raw -222372.056279 + Penalty 2470.780434 = -219901.275845
  nChanged 36
		SP:Iteration 23Q (60653.770000 sec): 3 clusters
  Score: Raw -222407.232486 + Penalty 2470.780434 = -219936.452052
  nChanged 43
		SP:Iteration 24Q (60653.920000 sec): 3 clusters
  Score: Raw -222436.653186 + Penalty 2470.780434 = -219965.872752
  nChanged 36
		SP:Iteration 25Q (60654.090000 sec): 3 clusters
  Score: Raw -222456.886703 + Penalty 2470.780434 = -219986.106269
  nChanged 32
		SP:Iteration 26Q (60654.310000 sec): 3 clusters
  Score: Raw -222478.777766 + Penalty 2470.780434 = -220007.997331
  nChanged 30
		SP:Iteration 27Q (60654.490000 sec): 3 clusters
  Score: Raw -222504.546794 + Penalty 2470.780434 = -220033.766360
  nChanged 28
		SP:Iteration 28Q (60654.680000 sec): 3 clusters
  Score: Raw -222523.934059 + Penalty 2470.780434 = -220053.153625
  nChanged 29
		SP:Iteration 29Q (60654.840000 sec): 3 clusters
  Score: Raw -222539.890253 + Penalty 2470.780434 = -220069.109819
  nChanged 20
		SP:Iteration 30Q (60655.030000 sec): 3 clusters
  Score: Raw -222553.742220 + Penalty 2470.780434 = -220082.961786
  nChanged 21
		SP:Iteration 31Q (60655.220000 sec): 3 clusters
  Score: Raw -222568.338103 + Penalty 2470.780434 = -220097.557669
  nChanged 15
		SP:Iteration 32Q (60655.420000 sec): 3 clusters
  Score: Raw -222577.711227 + Penalty 2470.780434 = -220106.930793
  nChanged 15
		SP:Iteration 33Q (60655.560000 sec): 3 clusters
  Score: Raw -222588.225970 + Penalty 2470.780434 = -220117.445536
  nChanged 12
		SP:Iteration 34Q (60655.730000 sec): 3 clusters
  Score: Raw -222596.765499 + Penalty 2470.780434 = -220125.985065
  nChanged 11
		SP:Iteration 35Q (60655.890000 sec): 3 clusters
  Score: Raw -222603.970482 + Penalty 2470.780434 = -220133.190047
  nChanged 6
		SP:Iteration 36Q (60656.070000 sec): 3 clusters
  Score: Raw -222606.563744 + Penalty 2470.780434 = -220135.783310
  nChanged 7
		SP:Iteration 37Q (60656.260000 sec): 3 clusters
  Score: Raw -222609.041044 + Penalty 2470.780434 = -220138.260610
  nChanged 4
		SP:Iteration 38Q (60656.450000 sec): 3 clusters
  Score: Raw -222610.373176 + Penalty 2470.780434 = -220139.592742
  nChanged 1
		SP:Iteration 39Q (60656.610000 sec): 3 clusters
  Score: Raw -222610.806448 + Penalty 2470.780434 = -220140.026014
  nChanged 3
		SP:Iteration 40F (60656.790000 sec): 3 clusters
  Score: Raw -222611.855096 + Penalty 2470.780434 = -220141.074662
  nChanged 1
		SP:Iteration 41Q (60656.960000 sec): 3 clusters
  Score: Raw -222612.290583 + Penalty 2470.780434 = -220141.510149
  nChanged 0
		SP:Iteration 42F (60657.150000 sec): 3 clusters
  Score: Raw -222612.290583 + Penalty 2470.780434 = -220141.510149
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 60 (9341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60657.280000 sec): 2 clusters
  Score: Raw -1095355.244175 + Penalty 1485.602396 = -1093869.641779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60657.500000 sec): 3 clusters
  Score: Raw -1090158.558107 + Penalty 2971.204792 = -1087187.353315
  nChanged 3981
		SP:Iteration 1F (60657.690000 sec): 3 clusters
  Score: Raw -1092454.393120 + Penalty 2971.204792 = -1089483.188328
  nChanged 627
		SP:Iteration 2F (60657.930000 sec): 3 clusters
  Score: Raw -1092781.756583 + Penalty 2971.204792 = -1089810.551791
  nChanged 529
		SP:Iteration 3F (60658.120000 sec): 3 clusters
  Score: Raw -1093058.494092 + Penalty 2971.204792 = -1090087.289300
  nChanged 452
		SP:Iteration 4Q (60658.360000 sec): 3 clusters
  Score: Raw -1093332.827579 + Penalty 2971.204792 = -1090361.622786
  nChanged 504
		SP:Iteration 5F (60658.590000 sec): 3 clusters
  Score: Raw -1093707.001604 + Penalty 2971.204792 = -1090735.796812
  nChanged 546
		SP:Iteration 6F (60658.770000 sec): 3 clusters
  Score: Raw -1094167.853594 + Penalty 2971.204792 = -1091196.648802
  nChanged 568
		SP:Iteration 7F (60659.040000 sec): 3 clusters
  Score: Raw -1094694.875356 + Penalty 2971.204792 = -1091723.670564
  nChanged 553
		SP:Iteration 8F (60659.240000 sec): 3 clusters
  Score: Raw -1095225.953008 + Penalty 2971.204792 = -1092254.748215
  nChanged 488
		SP:Iteration 9F (60659.460000 sec): 3 clusters
  Score: Raw -1095591.433820 + Penalty 2971.204792 = -1092620.229028
  nChanged 335
		SP:Iteration 10Q (60659.680000 sec): 3 clusters
  Score: Raw -1095804.546424 + Penalty 2971.204792 = -1092833.341632
  nChanged 240
		SP:Iteration 11Q (60659.860000 sec): 3 clusters
  Score: Raw -1095910.233111 + Penalty 2971.204792 = -1092939.028319
  nChanged 154
		SP:Iteration 12Q (60660.090000 sec): 3 clusters
  Score: Raw -1095970.026629 + Penalty 2971.204792 = -1092998.821836
  nChanged 106
		SP:Iteration 13Q (60660.270000 sec): 3 clusters
  Score: Raw -1096012.172000 + Penalty 2971.204792 = -1093040.967208
  nChanged 96
		SP:Iteration 14Q (60660.450000 sec): 3 clusters
  Score: Raw -1096040.077528 + Penalty 2971.204792 = -1093068.872736
  nChanged 57
		SP:Iteration 15Q (60660.640000 sec): 3 clusters
  Score: Raw -1096054.719896 + Penalty 2971.204792 = -1093083.515104
  nChanged 43
		SP:Iteration 16Q (60660.860000 sec): 3 clusters
  Score: Raw -1096064.713909 + Penalty 2971.204792 = -1093093.509116
  nChanged 35
		SP:Iteration 17Q (60661.120000 sec): 3 clusters
  Score: Raw -1096073.900826 + Penalty 2971.204792 = -1093102.696033
  nChanged 24
		SP:Iteration 18Q (60661.310000 sec): 3 clusters
  Score: Raw -1096079.107884 + Penalty 2971.204792 = -1093107.903092
  nChanged 16
		SP:Iteration 19Q (60661.540000 sec): 3 clusters
  Score: Raw -1096081.891125 + Penalty 2971.204792 = -1093110.686332
  nChanged 11
		SP:Iteration 20F (60661.760000 sec): 3 clusters
  Score: Raw -1096084.629964 + Penalty 2971.204792 = -1093113.425172
  nChanged 10
		SP:Iteration 21Q (60661.990000 sec): 3 clusters
  Score: Raw -1096086.338689 + Penalty 2971.204792 = -1093115.133896
  nChanged 11
		SP:Iteration 22Q (60662.200000 sec): 3 clusters
  Score: Raw -1096088.969853 + Penalty 2971.204792 = -1093117.765060
  nChanged 14
		SP:Iteration 23Q (60662.440000 sec): 3 clusters
  Score: Raw -1096092.541276 + Penalty 2971.204792 = -1093121.336484
  nChanged 16
		SP:Iteration 24Q (60662.640000 sec): 3 clusters
  Score: Raw -1096095.702595 + Penalty 2971.204792 = -1093124.497803
  nChanged 6
		SP:Iteration 25Q (60662.850000 sec): 3 clusters
  Score: Raw -1096096.462356 + Penalty 2971.204792 = -1093125.257564
  nChanged 5
		SP:Iteration 26Q (60663.090000 sec): 3 clusters
  Score: Raw -1096097.180759 + Penalty 2971.204792 = -1093125.975967
  nChanged 5
		SP:Iteration 27Q (60663.310000 sec): 3 clusters
  Score: Raw -1096098.318159 + Penalty 2971.204792 = -1093127.113367
  nChanged 10
		SP:Iteration 28Q (60663.490000 sec): 3 clusters
  Score: Raw -1096100.251195 + Penalty 2971.204792 = -1093129.046403
  nChanged 6
		SP:Iteration 29Q (60663.730000 sec): 3 clusters
  Score: Raw -1096101.548951 + Penalty 2971.204792 = -1093130.344158
  nChanged 5
		SP:Iteration 30Q (60663.940000 sec): 3 clusters
  Score: Raw -1096102.542505 + Penalty 2971.204792 = -1093131.337712
  nChanged 6
		SP:Iteration 31Q (60664.170000 sec): 3 clusters
  Score: Raw -1096103.437689 + Penalty 2971.204792 = -1093132.232897
  nChanged 9
		SP:Iteration 32Q (60664.350000 sec): 3 clusters
  Score: Raw -1096104.902705 + Penalty 2971.204792 = -1093133.697912
  nChanged 7
		SP:Iteration 33Q (60664.570000 sec): 3 clusters
  Score: Raw -1096105.722820 + Penalty 2971.204792 = -1093134.518027
  nChanged 5
		SP:Iteration 34Q (60664.830000 sec): 3 clusters
  Score: Raw -1096106.114479 + Penalty 2971.204792 = -1093134.909686
  nChanged 2
		SP:Iteration 35Q (60665.020000 sec): 3 clusters
  Score: Raw -1096106.248971 + Penalty 2971.204792 = -1093135.044179
  nChanged 1
		SP:Iteration 36Q (60665.220000 sec): 3 clusters
  Score: Raw -1096106.471824 + Penalty 2971.204792 = -1093135.267032
  nChanged 2
		SP:Iteration 37Q (60665.460000 sec): 3 clusters
  Score: Raw -1096106.868099 + Penalty 2971.204792 = -1093135.663307
  nChanged 4
		SP:Iteration 38Q (60665.660000 sec): 3 clusters
  Score: Raw -1096107.595438 + Penalty 2971.204792 = -1093136.390645
  nChanged 3
		SP:Iteration 39Q (60665.910000 sec): 3 clusters
  Score: Raw -1096108.074549 + Penalty 2971.204792 = -1093136.869757
  nChanged 4
		SP:Iteration 40F (60666.140000 sec): 3 clusters
  Score: Raw -1096108.682729 + Penalty 2971.204792 = -1093137.477936
  nChanged 1
		SP:Iteration 41Q (60666.340000 sec): 3 clusters
  Score: Raw -1096108.913266 + Penalty 2971.204792 = -1093137.708473
  nChanged 1
		SP:Iteration 42Q (60666.540000 sec): 3 clusters
  Score: Raw -1096108.970182 + Penalty 2971.204792 = -1093137.765390
  nChanged 0
		SP:Iteration 43F (60666.730000 sec): 3 clusters
  Score: Raw -1096108.970182 + Penalty 2971.204792 = -1093137.765390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 61 (3134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60666.820000 sec): 2 clusters
  Score: Raw -374269.052190 + Penalty 1308.135631 = -372960.916558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60667.050000 sec): 3 clusters
  Score: Raw -372759.111843 + Penalty 2616.271262 = -370142.840580
  nChanged 1193
		SP:Iteration 1F (60667.190000 sec): 3 clusters
  Score: Raw -373411.263339 + Penalty 2616.271262 = -370794.992077
  nChanged 215
		SP:Iteration 2F (60667.380000 sec): 3 clusters
  Score: Raw -373530.185409 + Penalty 2616.271262 = -370913.914147
  nChanged 132
		SP:Iteration 3Q (60667.580000 sec): 3 clusters
  Score: Raw -373593.637321 + Penalty 2616.271262 = -370977.366059
  nChanged 110
		SP:Iteration 4Q (60667.760000 sec): 3 clusters
  Score: Raw -373662.245478 + Penalty 2616.271262 = -371045.974215
  nChanged 105
		SP:Iteration 5Q (60667.960000 sec): 3 clusters
  Score: Raw -373715.485220 + Penalty 2616.271262 = -371099.213957
  nChanged 88
		SP:Iteration 6Q (60668.120000 sec): 3 clusters
  Score: Raw -373765.409959 + Penalty 2616.271262 = -371149.138696
  nChanged 84
		SP:Iteration 7Q (60668.320000 sec): 3 clusters
  Score: Raw -373813.402112 + Penalty 2616.271262 = -371197.130850
  nChanged 90
		SP:Iteration 8Q (60668.500000 sec): 3 clusters
  Score: Raw -373865.654386 + Penalty 2616.271262 = -371249.383123
  nChanged 96
		SP:Iteration 9Q (60668.680000 sec): 3 clusters
  Score: Raw -373924.462927 + Penalty 2616.271262 = -371308.191665
  nChanged 108
		SP:Iteration 10Q (60668.880000 sec): 3 clusters
  Score: Raw -373998.806456 + Penalty 2616.271262 = -371382.535194
  nChanged 114
		SP:Iteration 11Q (60669.020000 sec): 3 clusters
  Score: Raw -374070.091628 + Penalty 2616.271262 = -371453.820365
  nChanged 97
		SP:Iteration 12Q (60669.190000 sec): 3 clusters
  Score: Raw -374142.588164 + Penalty 2616.271262 = -371526.316902
  nChanged 91
		SP:Iteration 13Q (60669.350000 sec): 3 clusters
  Score: Raw -374214.005911 + Penalty 2616.271262 = -371597.734648
  nChanged 96
		SP:Iteration 14Q (60669.510000 sec): 3 clusters
  Score: Raw -374291.012775 + Penalty 2616.271262 = -371674.741513
  nChanged 84
		SP:Iteration 15Q (60669.670000 sec): 3 clusters
  Score: Raw -374354.781109 + Penalty 2616.271262 = -371738.509847
  nChanged 62
		SP:Iteration 16Q (60669.820000 sec): 3 clusters
  Score: Raw -374397.546112 + Penalty 2616.271262 = -371781.274849
  nChanged 54
		SP:Iteration 17Q (60669.970000 sec): 3 clusters
  Score: Raw -374436.204830 + Penalty 2616.271262 = -371819.933567
  nChanged 41
		SP:Iteration 18Q (60670.140000 sec): 3 clusters
  Score: Raw -374461.965198 + Penalty 2616.271262 = -371845.693935
  nChanged 23
		SP:Iteration 19Q (60670.300000 sec): 3 clusters
  Score: Raw -374474.922201 + Penalty 2616.271262 = -371858.650938
  nChanged 12
		SP:Iteration 20F (60670.470000 sec): 3 clusters
  Score: Raw -374480.395282 + Penalty 2616.271262 = -371864.124020
  nChanged 7
		SP:Iteration 21Q (60670.670000 sec): 3 clusters
  Score: Raw -374485.588710 + Penalty 2616.271262 = -371869.317447
  nChanged 5
		SP:Iteration 22Q (60670.880000 sec): 3 clusters
  Score: Raw -374488.308050 + Penalty 2616.271262 = -371872.036787
  nChanged 6
		SP:Iteration 23Q (60671.090000 sec): 3 clusters
  Score: Raw -374491.844289 + Penalty 2616.271262 = -371875.573026
  nChanged 4
		SP:Iteration 24Q (60671.270000 sec): 3 clusters
  Score: Raw -374494.632918 + Penalty 2616.271262 = -371878.361656
  nChanged 7
		SP:Iteration 25Q (60671.410000 sec): 3 clusters
  Score: Raw -374500.093150 + Penalty 2616.271262 = -371883.821887
  nChanged 4
		SP:Iteration 26Q (60671.610000 sec): 3 clusters
  Score: Raw -374503.358145 + Penalty 2616.271262 = -371887.086882
  nChanged 6
		SP:Iteration 27Q (60671.790000 sec): 3 clusters
  Score: Raw -374506.676280 + Penalty 2616.271262 = -371890.405018
  nChanged 6
		SP:Iteration 28Q (60671.990000 sec): 3 clusters
  Score: Raw -374511.225087 + Penalty 2616.271262 = -371894.953824
  nChanged 5
		SP:Iteration 29Q (60672.150000 sec): 3 clusters
  Score: Raw -374514.165712 + Penalty 2616.271262 = -371897.894450
  nChanged 4
		SP:Iteration 30Q (60672.360000 sec): 3 clusters
  Score: Raw -374515.408045 + Penalty 2616.271262 = -371899.136783
  nChanged 0
		SP:Iteration 31F (60672.520000 sec): 3 clusters
  Score: Raw -374515.408045 + Penalty 2616.271262 = -371899.136783
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 62 (10521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60672.700000 sec): 2 clusters
  Score: Raw -1247455.379528 + Penalty 1504.933388 = -1245950.446141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60672.880000 sec): 3 clusters
  Score: Raw -1241475.150103 + Penalty 3009.866775 = -1238465.283328
  nChanged 4526
		SP:Iteration 1F (60673.130000 sec): 3 clusters
  Score: Raw -1243937.287625 + Penalty 3009.866775 = -1240927.420850
  nChanged 670
		SP:Iteration 2F (60673.310000 sec): 3 clusters
  Score: Raw -1244295.633289 + Penalty 3009.866775 = -1241285.766514
  nChanged 628
		SP:Iteration 3F (60673.550000 sec): 3 clusters
  Score: Raw -1244623.508704 + Penalty 3009.866775 = -1241613.641929
  nChanged 538
		SP:Iteration 4F (60673.750000 sec): 3 clusters
  Score: Raw -1244923.406216 + Penalty 3009.866775 = -1241913.539441
  nChanged 521
		SP:Iteration 5Q (60673.990000 sec): 3 clusters
  Score: Raw -1245233.469257 + Penalty 3009.866775 = -1242223.602482
  nChanged 522
		SP:Iteration 6Q (60674.190000 sec): 3 clusters
  Score: Raw -1245562.914553 + Penalty 3009.866775 = -1242553.047778
  nChanged 513
		SP:Iteration 7Q (60674.420000 sec): 3 clusters
  Score: Raw -1245877.894621 + Penalty 3009.866775 = -1242868.027846
  nChanged 453
		SP:Iteration 8Q (60674.630000 sec): 3 clusters
  Score: Raw -1246177.705183 + Penalty 3009.866775 = -1243167.838407
  nChanged 444
		SP:Iteration 9Q (60674.850000 sec): 3 clusters
  Score: Raw -1246461.704158 + Penalty 3009.866775 = -1243451.837383
  nChanged 403
		SP:Iteration 10Q (60675.070000 sec): 3 clusters
  Score: Raw -1246691.872150 + Penalty 3009.866775 = -1243682.005375
  nChanged 356
		SP:Iteration 11Q (60675.320000 sec): 3 clusters
  Score: Raw -1246877.767043 + Penalty 3009.866775 = -1243867.900268
  nChanged 279
		SP:Iteration 12Q (60675.510000 sec): 3 clusters
  Score: Raw -1246991.950058 + Penalty 3009.866775 = -1243982.083283
  nChanged 216
		SP:Iteration 13Q (60675.710000 sec): 3 clusters
  Score: Raw -1247066.845846 + Penalty 3009.866775 = -1244056.979071
  nChanged 153
		SP:Iteration 14Q (60675.960000 sec): 3 clusters
  Score: Raw -1247127.797321 + Penalty 3009.866775 = -1244117.930546
  nChanged 120
		SP:Iteration 15Q (60676.160000 sec): 3 clusters
  Score: Raw -1247169.277505 + Penalty 3009.866775 = -1244159.410730
  nChanged 108
		SP:Iteration 16Q (60676.370000 sec): 3 clusters
  Score: Raw -1247200.042247 + Penalty 3009.866775 = -1244190.175472
  nChanged 98
		SP:Iteration 17Q (60676.570000 sec): 3 clusters
  Score: Raw -1247228.941040 + Penalty 3009.866775 = -1244219.074265
  nChanged 93
		SP:Iteration 18Q (60676.790000 sec): 3 clusters
  Score: Raw -1247260.192391 + Penalty 3009.866775 = -1244250.325616
  nChanged 100
		SP:Iteration 19Q (60677.030000 sec): 3 clusters
  Score: Raw -1247290.341934 + Penalty 3009.866775 = -1244280.475158
  nChanged 91
		SP:Iteration 20F (60677.240000 sec): 3 clusters
  Score: Raw -1247317.838292 + Penalty 3009.866775 = -1244307.971517
  nChanged 83
		SP:Iteration 21Q (60677.470000 sec): 3 clusters
  Score: Raw -1247341.268976 + Penalty 3009.866775 = -1244331.402201
  nChanged 84
		SP:Iteration 22Q (60677.690000 sec): 3 clusters
  Score: Raw -1247367.165555 + Penalty 3009.866775 = -1244357.298780
  nChanged 79
		SP:Iteration 23Q (60677.910000 sec): 3 clusters
  Score: Raw -1247393.464440 + Penalty 3009.866775 = -1244383.597664
  nChanged 88
		SP:Iteration 24Q (60678.110000 sec): 3 clusters
  Score: Raw -1247424.439989 + Penalty 3009.866775 = -1244414.573213
  nChanged 96
		SP:Iteration 25Q (60678.320000 sec): 3 clusters
  Score: Raw -1247461.238590 + Penalty 3009.866775 = -1244451.371814
  nChanged 102
		SP:Iteration 26Q (60678.560000 sec): 3 clusters
  Score: Raw -1247498.659685 + Penalty 3009.866775 = -1244488.792909
  nChanged 92
		SP:Iteration 27Q (60678.760000 sec): 3 clusters
  Score: Raw -1247535.965784 + Penalty 3009.866775 = -1244526.099009
  nChanged 89
		SP:Iteration 28Q (60678.990000 sec): 3 clusters
  Score: Raw -1247573.876555 + Penalty 3009.866775 = -1244564.009780
  nChanged 84
		SP:Iteration 29Q (60679.210000 sec): 3 clusters
  Score: Raw -1247611.265452 + Penalty 3009.866775 = -1244601.398677
  nChanged 80
		SP:Iteration 30Q (60679.430000 sec): 3 clusters
  Score: Raw -1247651.555083 + Penalty 3009.866775 = -1244641.688308
  nChanged 81
		SP:Iteration 31Q (60679.670000 sec): 3 clusters
  Score: Raw -1247691.685169 + Penalty 3009.866775 = -1244681.818394
  nChanged 81
		SP:Iteration 32Q (60679.900000 sec): 3 clusters
  Score: Raw -1247720.177130 + Penalty 3009.866775 = -1244710.310355
  nChanged 67
		SP:Iteration 33Q (60680.110000 sec): 3 clusters
  Score: Raw -1247742.194823 + Penalty 3009.866775 = -1244732.328048
  nChanged 70
		SP:Iteration 34Q (60680.290000 sec): 3 clusters
  Score: Raw -1247763.982954 + Penalty 3009.866775 = -1244754.116179
  nChanged 57
		SP:Iteration 35Q (60680.490000 sec): 3 clusters
  Score: Raw -1247776.947495 + Penalty 3009.866775 = -1244767.080720
  nChanged 44
		SP:Iteration 36Q (60680.710000 sec): 3 clusters
  Score: Raw -1247786.291367 + Penalty 3009.866775 = -1244776.424592
  nChanged 31
		SP:Iteration 37Q (60680.920000 sec): 3 clusters
  Score: Raw -1247793.813907 + Penalty 3009.866775 = -1244783.947132
  nChanged 26
		SP:Iteration 38Q (60681.140000 sec): 3 clusters
  Score: Raw -1247798.354911 + Penalty 3009.866775 = -1244788.488135
  nChanged 22
		SP:Iteration 39Q (60681.370000 sec): 3 clusters
  Score: Raw -1247802.765728 + Penalty 3009.866775 = -1244792.898953
  nChanged 20
		SP:Iteration 40F (60681.590000 sec): 3 clusters
  Score: Raw -1247806.114475 + Penalty 3009.866775 = -1244796.247700
  nChanged 26
		SP:Iteration 41Q (60681.770000 sec): 3 clusters
  Score: Raw -1247809.704103 + Penalty 3009.866775 = -1244799.837328
  nChanged 17
		SP:Iteration 42Q (60681.970000 sec): 3 clusters
  Score: Raw -1247812.233161 + Penalty 3009.866775 = -1244802.366385
  nChanged 19
		SP:Iteration 43Q (60682.190000 sec): 3 clusters
  Score: Raw -1247814.778183 + Penalty 3009.866775 = -1244804.911408
  nChanged 14
		SP:Iteration 44Q (60682.420000 sec): 3 clusters
  Score: Raw -1247816.115049 + Penalty 3009.866775 = -1244806.248274
  nChanged 6
		SP:Iteration 45Q (60682.570000 sec): 3 clusters
  Score: Raw -1247816.686547 + Penalty 3009.866775 = -1244806.819771
  nChanged 6
		SP:Iteration 46Q (60682.790000 sec): 3 clusters
  Score: Raw -1247817.485472 + Penalty 3009.866775 = -1244807.618697
  nChanged 6
		SP:Iteration 47Q (60683.020000 sec): 3 clusters
  Score: Raw -1247818.667437 + Penalty 3009.866775 = -1244808.800662
  nChanged 9
		SP:Iteration 48Q (60683.240000 sec): 3 clusters
  Score: Raw -1247820.158330 + Penalty 3009.866775 = -1244810.291555
  nChanged 8
		SP:Iteration 49Q (60683.460000 sec): 3 clusters
  Score: Raw -1247820.924627 + Penalty 3009.866775 = -1244811.057852
  nChanged 3
		SP:Iteration 50Q (60683.660000 sec): 3 clusters
  Score: Raw -1247821.230282 + Penalty 3009.866775 = -1244811.363506
  nChanged 2
		SP:Iteration 51Q (60683.850000 sec): 3 clusters
  Score: Raw -1247821.568363 + Penalty 3009.866775 = -1244811.701588
  nChanged 4
		SP:Iteration 52Q (60684.030000 sec): 3 clusters
  Score: Raw -1247822.297538 + Penalty 3009.866775 = -1244812.430763
  nChanged 3
		SP:Iteration 53Q (60684.230000 sec): 3 clusters
  Score: Raw -1247822.656184 + Penalty 3009.866775 = -1244812.789409
  nChanged 2
		SP:Iteration 54Q (60684.400000 sec): 3 clusters
  Score: Raw -1247822.810726 + Penalty 3009.866775 = -1244812.943951
  nChanged 2
		SP:Iteration 55Q (60684.620000 sec): 3 clusters
  Score: Raw -1247823.094310 + Penalty 3009.866775 = -1244813.227535
  nChanged 4
		SP:Iteration 56Q (60684.840000 sec): 3 clusters
  Score: Raw -1247823.430611 + Penalty 3009.866775 = -1244813.563836
  nChanged 3
		SP:Iteration 57Q (60685.040000 sec): 3 clusters
  Score: Raw -1247823.867526 + Penalty 3009.866775 = -1244814.000751
  nChanged 2
		SP:Iteration 58Q (60685.280000 sec): 3 clusters
  Score: Raw -1247824.057752 + Penalty 3009.866775 = -1244814.190976
  nChanged 1
		SP:Iteration 59Q (60685.460000 sec): 3 clusters
  Score: Raw -1247824.153461 + Penalty 3009.866775 = -1244814.286686
  nChanged 2
		SP:Iteration 60F (60685.660000 sec): 3 clusters
  Score: Raw -1247824.555720 + Penalty 3009.866775 = -1244814.688945
  nChanged 3
		SP:Iteration 61Q (60685.880000 sec): 3 clusters
  Score: Raw -1247824.913875 + Penalty 3009.866775 = -1244815.047100
  nChanged 3
		SP:Iteration 62Q (60686.060000 sec): 3 clusters
  Score: Raw -1247825.389287 + Penalty 3009.866775 = -1244815.522512
  nChanged 0
		SP:Iteration 63F (60686.250000 sec): 3 clusters
  Score: Raw -1247825.389287 + Penalty 3009.866775 = -1244815.522512
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 63 (3575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60686.360000 sec): 2 clusters
  Score: Raw -423118.522753 + Penalty 1329.529574 = -421788.993179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60686.540000 sec): 3 clusters
  Score: Raw -421398.969489 + Penalty 2659.059148 = -418739.910341
  nChanged 1350
		SP:Iteration 1F (60686.700000 sec): 3 clusters
  Score: Raw -422155.102147 + Penalty 2659.059148 = -419496.042999
  nChanged 264
		SP:Iteration 2F (60686.890000 sec): 3 clusters
  Score: Raw -422312.594244 + Penalty 2659.059148 = -419653.535097
  nChanged 174
		SP:Iteration 3Q (60687.100000 sec): 3 clusters
  Score: Raw -422405.602252 + Penalty 2659.059148 = -419746.543104
  nChanged 135
		SP:Iteration 4Q (60687.250000 sec): 3 clusters
  Score: Raw -422483.514395 + Penalty 2659.059148 = -419824.455247
  nChanged 113
		SP:Iteration 5Q (60687.460000 sec): 3 clusters
  Score: Raw -422542.313810 + Penalty 2659.059148 = -419883.254662
  nChanged 90
		SP:Iteration 6Q (60687.660000 sec): 3 clusters
  Score: Raw -422581.782307 + Penalty 2659.059148 = -419922.723159
  nChanged 65
		SP:Iteration 7Q (60687.830000 sec): 3 clusters
  Score: Raw -422615.459760 + Penalty 2659.059148 = -419956.400612
  nChanged 71
		SP:Iteration 8Q (60688.010000 sec): 3 clusters
  Score: Raw -422650.039001 + Penalty 2659.059148 = -419990.979853
  nChanged 70
		SP:Iteration 9Q (60688.210000 sec): 3 clusters
  Score: Raw -422678.771657 + Penalty 2659.059148 = -420019.712509
  nChanged 58
		SP:Iteration 10Q (60688.410000 sec): 3 clusters
  Score: Raw -422705.881960 + Penalty 2659.059148 = -420046.822812
  nChanged 60
		SP:Iteration 11Q (60688.600000 sec): 3 clusters
  Score: Raw -422735.987035 + Penalty 2659.059148 = -420076.927887
  nChanged 67
		SP:Iteration 12Q (60688.790000 sec): 3 clusters
  Score: Raw -422767.112584 + Penalty 2659.059148 = -420108.053436
  nChanged 67
		SP:Iteration 13Q (60688.980000 sec): 3 clusters
  Score: Raw -422801.908758 + Penalty 2659.059148 = -420142.849610
  nChanged 51
		SP:Iteration 14Q (60689.130000 sec): 3 clusters
  Score: Raw -422828.934698 + Penalty 2659.059148 = -420169.875550
  nChanged 50
		SP:Iteration 15Q (60689.290000 sec): 3 clusters
  Score: Raw -422856.436731 + Penalty 2659.059148 = -420197.377583
  nChanged 56
		SP:Iteration 16Q (60689.430000 sec): 3 clusters
  Score: Raw -422896.435703 + Penalty 2659.059148 = -420237.376555
  nChanged 57
		SP:Iteration 17Q (60689.600000 sec): 3 clusters
  Score: Raw -422940.873386 + Penalty 2659.059148 = -420281.814238
  nChanged 58
		SP:Iteration 18Q (60689.780000 sec): 3 clusters
  Score: Raw -422978.318759 + Penalty 2659.059148 = -420319.259611
  nChanged 57
		SP:Iteration 19Q (60689.950000 sec): 3 clusters
  Score: Raw -423016.031570 + Penalty 2659.059148 = -420356.972422
  nChanged 50
		SP:Iteration 20F (60690.150000 sec): 3 clusters
  Score: Raw -423053.633278 + Penalty 2659.059148 = -420394.574130
  nChanged 49
		SP:Iteration 21Q (60690.340000 sec): 3 clusters
  Score: Raw -423082.644955 + Penalty 2659.059148 = -420423.585808
  nChanged 50
		SP:Iteration 22Q (60690.500000 sec): 3 clusters
  Score: Raw -423118.531560 + Penalty 2659.059148 = -420459.472412
  nChanged 38
		SP:Iteration 23Q (60690.670000 sec): 3 clusters
  Score: Raw -423142.065558 + Penalty 2659.059148 = -420483.006410
  nChanged 23
		SP:Iteration 24Q (60690.870000 sec): 3 clusters
  Score: Raw -423160.710091 + Penalty 2659.059148 = -420501.650943
  nChanged 28
		SP:Iteration 25Q (60691.060000 sec): 3 clusters
  Score: Raw -423180.685209 + Penalty 2659.059148 = -420521.626061
  nChanged 25
		SP:Iteration 26Q (60691.240000 sec): 3 clusters
  Score: Raw -423203.003883 + Penalty 2659.059148 = -420543.944735
  nChanged 22
		SP:Iteration 27Q (60691.370000 sec): 3 clusters
  Score: Raw -423223.139098 + Penalty 2659.059148 = -420564.079950
  nChanged 17
		SP:Iteration 28Q (60691.570000 sec): 3 clusters
  Score: Raw -423235.026814 + Penalty 2659.059148 = -420575.967666
  nChanged 12
		SP:Iteration 29Q (60691.800000 sec): 3 clusters
  Score: Raw -423242.428796 + Penalty 2659.059148 = -420583.369648
  nChanged 10
		SP:Iteration 30Q (60691.960000 sec): 3 clusters
  Score: Raw -423249.357346 + Penalty 2659.059148 = -420590.298198
  nChanged 10
		SP:Iteration 31Q (60692.160000 sec): 3 clusters
  Score: Raw -423257.927607 + Penalty 2659.059148 = -420598.868459
  nChanged 10
		SP:Iteration 32Q (60692.320000 sec): 3 clusters
  Score: Raw -423265.357064 + Penalty 2659.059148 = -420606.297916
  nChanged 12
		SP:Iteration 33Q (60692.520000 sec): 3 clusters
  Score: Raw -423273.113988 + Penalty 2659.059148 = -420614.054840
  nChanged 6
		SP:Iteration 34Q (60692.690000 sec): 3 clusters
  Score: Raw -423278.096518 + Penalty 2659.059148 = -420619.037370
  nChanged 5
		SP:Iteration 35Q (60692.860000 sec): 3 clusters
  Score: Raw -423280.120631 + Penalty 2659.059148 = -420621.061483
  nChanged 3
		SP:Iteration 36Q (60693.060000 sec): 3 clusters
  Score: Raw -423282.038938 + Penalty 2659.059148 = -420622.979790
  nChanged 5
		SP:Iteration 37Q (60693.200000 sec): 3 clusters
  Score: Raw -423285.890040 + Penalty 2659.059148 = -420626.830892
  nChanged 4
		SP:Iteration 38Q (60693.350000 sec): 3 clusters
  Score: Raw -423291.426971 + Penalty 2659.059148 = -420632.367823
  nChanged 2
		SP:Iteration 39Q (60693.530000 sec): 3 clusters
  Score: Raw -423293.375416 + Penalty 2659.059148 = -420634.316268
  nChanged 2
		SP:Iteration 40F (60693.680000 sec): 3 clusters
  Score: Raw -423296.645029 + Penalty 2659.059148 = -420637.585881
  nChanged 4
		SP:Iteration 41Q (60693.880000 sec): 3 clusters
  Score: Raw -423301.269222 + Penalty 2659.059148 = -420642.210074
  nChanged 1
		SP:Iteration 42Q (60694.040000 sec): 3 clusters
  Score: Raw -423301.901068 + Penalty 2659.059148 = -420642.841920
  nChanged 1
		SP:Iteration 43Q (60694.240000 sec): 3 clusters
  Score: Raw -423302.418336 + Penalty 2659.059148 = -420643.359188
  nChanged 0
		SP:Iteration 44F (60694.420000 sec): 3 clusters
  Score: Raw -423302.418336 + Penalty 2659.059148 = -420643.359188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 64 (12744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60694.600000 sec): 2 clusters
  Score: Raw -1524462.044967 + Penalty 1536.082576 = -1522925.962391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60694.800000 sec): 3 clusters
  Score: Raw -1517055.369909 + Penalty 3072.165152 = -1513983.204758
  nChanged 5615
		SP:Iteration 1F (60695.060000 sec): 3 clusters
  Score: Raw -1520129.036787 + Penalty 3072.165152 = -1517056.871635
  nChanged 751
		SP:Iteration 2F (60695.260000 sec): 3 clusters
  Score: Raw -1520471.150641 + Penalty 3072.165152 = -1517398.985489
  nChanged 667
		SP:Iteration 3F (60695.500000 sec): 3 clusters
  Score: Raw -1520785.711119 + Penalty 3072.165152 = -1517713.545967
  nChanged 654
		SP:Iteration 4F (60695.750000 sec): 3 clusters
  Score: Raw -1521108.508124 + Penalty 3072.165152 = -1518036.342973
  nChanged 628
		SP:Iteration 5Q (60695.990000 sec): 3 clusters
  Score: Raw -1521446.582354 + Penalty 3072.165152 = -1518374.417202
  nChanged 613
		SP:Iteration 6Q (60696.210000 sec): 3 clusters
  Score: Raw -1521832.790227 + Penalty 3072.165152 = -1518760.625075
  nChanged 632
		SP:Iteration 7Q (60696.420000 sec): 3 clusters
  Score: Raw -1522263.378472 + Penalty 3072.165152 = -1519191.213320
  nChanged 636
		SP:Iteration 8Q (60696.650000 sec): 3 clusters
  Score: Raw -1522723.283790 + Penalty 3072.165152 = -1519651.118638
  nChanged 598
		SP:Iteration 9Q (60696.880000 sec): 3 clusters
  Score: Raw -1523078.241602 + Penalty 3072.165152 = -1520006.076450
  nChanged 499
		SP:Iteration 10Q (60697.150000 sec): 3 clusters
  Score: Raw -1523350.874359 + Penalty 3072.165152 = -1520278.709208
  nChanged 383
		SP:Iteration 11Q (60697.320000 sec): 3 clusters
  Score: Raw -1523519.292400 + Penalty 3072.165152 = -1520447.127248
  nChanged 253
		SP:Iteration 12Q (60697.550000 sec): 3 clusters
  Score: Raw -1523616.818126 + Penalty 3072.165152 = -1520544.652975
  nChanged 208
		SP:Iteration 13Q (60697.740000 sec): 3 clusters
  Score: Raw -1523704.961255 + Penalty 3072.165152 = -1520632.796103
  nChanged 208
		SP:Iteration 14Q (60697.960000 sec): 3 clusters
  Score: Raw -1523785.572436 + Penalty 3072.165152 = -1520713.407285
  nChanged 194
		SP:Iteration 15Q (60698.150000 sec): 3 clusters
  Score: Raw -1523864.000149 + Penalty 3072.165152 = -1520791.834997
  nChanged 189
		SP:Iteration 16Q (60698.350000 sec): 3 clusters
  Score: Raw -1523932.427481 + Penalty 3072.165152 = -1520860.262329
  nChanged 161
		SP:Iteration 17Q (60698.620000 sec): 3 clusters
  Score: Raw -1523989.282980 + Penalty 3072.165152 = -1520917.117828
  nChanged 138
		SP:Iteration 18Q (60698.860000 sec): 3 clusters
  Score: Raw -1524032.694818 + Penalty 3072.165152 = -1520960.529667
  nChanged 135
		SP:Iteration 19Q (60699.070000 sec): 3 clusters
  Score: Raw -1524070.129859 + Penalty 3072.165152 = -1520997.964707
  nChanged 101
		SP:Iteration 20F (60699.270000 sec): 3 clusters
  Score: Raw -1524094.019156 + Penalty 3072.165152 = -1521021.854005
  nChanged 92
		SP:Iteration 21Q (60699.530000 sec): 3 clusters
  Score: Raw -1524116.564848 + Penalty 3072.165152 = -1521044.399696
  nChanged 87
		SP:Iteration 22Q (60699.770000 sec): 3 clusters
  Score: Raw -1524141.934210 + Penalty 3072.165152 = -1521069.769058
  nChanged 92
		SP:Iteration 23Q (60700.000000 sec): 3 clusters
  Score: Raw -1524168.790447 + Penalty 3072.165152 = -1521096.625295
  nChanged 93
		SP:Iteration 24Q (60700.240000 sec): 3 clusters
  Score: Raw -1524192.874611 + Penalty 3072.165152 = -1521120.709459
  nChanged 82
		SP:Iteration 25Q (60700.470000 sec): 3 clusters
  Score: Raw -1524213.755340 + Penalty 3072.165152 = -1521141.590188
  nChanged 79
		SP:Iteration 26Q (60700.700000 sec): 3 clusters
  Score: Raw -1524232.662175 + Penalty 3072.165152 = -1521160.497024
  nChanged 84
		SP:Iteration 27Q (60700.910000 sec): 3 clusters
  Score: Raw -1524250.757675 + Penalty 3072.165152 = -1521178.592524
  nChanged 73
		SP:Iteration 28Q (60701.130000 sec): 3 clusters
  Score: Raw -1524264.806420 + Penalty 3072.165152 = -1521192.641268
  nChanged 57
		SP:Iteration 29Q (60701.310000 sec): 3 clusters
  Score: Raw -1524279.169727 + Penalty 3072.165152 = -1521207.004575
  nChanged 70
		SP:Iteration 30Q (60701.530000 sec): 3 clusters
  Score: Raw -1524295.264410 + Penalty 3072.165152 = -1521223.099259
  nChanged 62
		SP:Iteration 31Q (60701.760000 sec): 3 clusters
  Score: Raw -1524309.583939 + Penalty 3072.165152 = -1521237.418787
  nChanged 60
		SP:Iteration 32Q (60701.970000 sec): 3 clusters
  Score: Raw -1524322.996896 + Penalty 3072.165152 = -1521250.831745
  nChanged 63
		SP:Iteration 33Q (60702.220000 sec): 3 clusters
  Score: Raw -1524337.050426 + Penalty 3072.165152 = -1521264.885274
  nChanged 63
		SP:Iteration 34Q (60702.400000 sec): 3 clusters
  Score: Raw -1524351.948161 + Penalty 3072.165152 = -1521279.783009
  nChanged 60
		SP:Iteration 35Q (60702.620000 sec): 3 clusters
  Score: Raw -1524362.965533 + Penalty 3072.165152 = -1521290.800382
  nChanged 52
		SP:Iteration 36Q (60702.830000 sec): 3 clusters
  Score: Raw -1524370.746000 + Penalty 3072.165152 = -1521298.580849
  nChanged 40
		SP:Iteration 37Q (60703.060000 sec): 3 clusters
  Score: Raw -1524377.688813 + Penalty 3072.165152 = -1521305.523662
  nChanged 39
		SP:Iteration 38Q (60703.300000 sec): 3 clusters
  Score: Raw -1524385.885525 + Penalty 3072.165152 = -1521313.720373
  nChanged 40
		SP:Iteration 39Q (60703.510000 sec): 3 clusters
  Score: Raw -1524393.515770 + Penalty 3072.165152 = -1521321.350618
  nChanged 41
		SP:Iteration 40F (60703.710000 sec): 3 clusters
  Score: Raw -1524401.436450 + Penalty 3072.165152 = -1521329.271299
  nChanged 39
		SP:Iteration 41Q (60704.000000 sec): 3 clusters
  Score: Raw -1524407.707102 + Penalty 3072.165152 = -1521335.541950
  nChanged 26
		SP:Iteration 42Q (60704.230000 sec): 3 clusters
  Score: Raw -1524411.909449 + Penalty 3072.165152 = -1521339.744297
  nChanged 31
		SP:Iteration 43Q (60704.410000 sec): 3 clusters
  Score: Raw -1524415.637486 + Penalty 3072.165152 = -1521343.472334
  nChanged 32
		SP:Iteration 44Q (60704.680000 sec): 3 clusters
  Score: Raw -1524421.019911 + Penalty 3072.165152 = -1521348.854759
  nChanged 35
		SP:Iteration 45Q (60704.910000 sec): 3 clusters
  Score: Raw -1524426.436152 + Penalty 3072.165152 = -1521354.271001
  nChanged 35
		SP:Iteration 46Q (60705.110000 sec): 3 clusters
  Score: Raw -1524432.604483 + Penalty 3072.165152 = -1521360.439332
  nChanged 35
		SP:Iteration 47Q (60705.330000 sec): 3 clusters
  Score: Raw -1524439.882366 + Penalty 3072.165152 = -1521367.717214
  nChanged 33
		SP:Iteration 48Q (60705.560000 sec): 3 clusters
  Score: Raw -1524446.592405 + Penalty 3072.165152 = -1521374.427253
  nChanged 37
		SP:Iteration 49Q (60705.790000 sec): 3 clusters
  Score: Raw -1524452.187009 + Penalty 3072.165152 = -1521380.021857
  nChanged 35
		SP:Iteration 50Q (60705.990000 sec): 3 clusters
  Score: Raw -1524457.541467 + Penalty 3072.165152 = -1521385.376315
  nChanged 31
		SP:Iteration 51Q (60706.230000 sec): 3 clusters
  Score: Raw -1524461.628575 + Penalty 3072.165152 = -1521389.463423
  nChanged 30
		SP:Iteration 52Q (60706.480000 sec): 3 clusters
  Score: Raw -1524466.529117 + Penalty 3072.165152 = -1521394.363965
  nChanged 36
		SP:Iteration 53Q (60706.690000 sec): 3 clusters
  Score: Raw -1524472.727939 + Penalty 3072.165152 = -1521400.562787
  nChanged 33
		SP:Iteration 54Q (60706.900000 sec): 3 clusters
  Score: Raw -1524477.762064 + Penalty 3072.165152 = -1521405.596912
  nChanged 28
		SP:Iteration 55Q (60707.160000 sec): 3 clusters
  Score: Raw -1524482.262474 + Penalty 3072.165152 = -1521410.097322
  nChanged 28
		SP:Iteration 56Q (60707.350000 sec): 3 clusters
  Score: Raw -1524486.665917 + Penalty 3072.165152 = -1521414.500766
  nChanged 26
		SP:Iteration 57Q (60707.570000 sec): 3 clusters
  Score: Raw -1524490.007802 + Penalty 3072.165152 = -1521417.842650
  nChanged 23
		SP:Iteration 58Q (60707.800000 sec): 3 clusters
  Score: Raw -1524492.745640 + Penalty 3072.165152 = -1521420.580488
  nChanged 22
		SP:Iteration 59Q (60708.040000 sec): 3 clusters
  Score: Raw -1524495.322154 + Penalty 3072.165152 = -1521423.157003
  nChanged 12
		SP:Iteration 60F (60708.240000 sec): 3 clusters
  Score: Raw -1524496.645382 + Penalty 3072.165152 = -1521424.480230
  nChanged 10
		SP:Iteration 61Q (60708.450000 sec): 3 clusters
  Score: Raw -1524497.895691 + Penalty 3072.165152 = -1521425.730540
  nChanged 10
		SP:Iteration 62Q (60708.700000 sec): 3 clusters
  Score: Raw -1524498.855627 + Penalty 3072.165152 = -1521426.690475
  nChanged 7
		SP:Iteration 63Q (60708.900000 sec): 3 clusters
  Score: Raw -1524499.492868 + Penalty 3072.165152 = -1521427.327716
  nChanged 10
		SP:Iteration 64Q (60709.150000 sec): 3 clusters
  Score: Raw -1524500.506528 + Penalty 3072.165152 = -1521428.341376
  nChanged 12
		SP:Iteration 65Q (60709.350000 sec): 3 clusters
  Score: Raw -1524501.639399 + Penalty 3072.165152 = -1521429.474247
  nChanged 9
		SP:Iteration 66Q (60709.560000 sec): 3 clusters
  Score: Raw -1524502.396859 + Penalty 3072.165152 = -1521430.231707
  nChanged 7
		SP:Iteration 67Q (60709.780000 sec): 3 clusters
  Score: Raw -1524503.111643 + Penalty 3072.165152 = -1521430.946491
  nChanged 7
		SP:Iteration 68Q (60710.010000 sec): 3 clusters
  Score: Raw -1524503.454031 + Penalty 3072.165152 = -1521431.288880
  nChanged 2
		SP:Iteration 69Q (60710.140000 sec): 3 clusters
  Score: Raw -1524503.636106 + Penalty 3072.165152 = -1521431.470955
  nChanged 5
		SP:Iteration 70Q (60710.310000 sec): 3 clusters
  Score: Raw -1524503.966364 + Penalty 3072.165152 = -1521431.801212
  nChanged 1
		SP:Iteration 71Q (60710.510000 sec): 3 clusters
  Score: Raw -1524503.996466 + Penalty 3072.165152 = -1521431.831315
  nChanged 0
		SP:Iteration 72F (60710.720000 sec): 3 clusters
  Score: Raw -1524503.996466 + Penalty 3072.165152 = -1521431.831315
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 65 (1297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60710.820000 sec): 2 clusters
  Score: Raw -146484.289358 + Penalty 1164.768992 = -145319.520365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60711.010000 sec): 3 clusters
  Score: Raw -146007.962869 + Penalty 2329.537985 = -143678.424884
  nChanged 429
		SP:Iteration 1F (60711.200000 sec): 3 clusters
  Score: Raw -146360.541357 + Penalty 2329.537985 = -144031.003373
  nChanged 115
		SP:Iteration 2F (60711.350000 sec): 3 clusters
  Score: Raw -146507.652636 + Penalty 2329.537985 = -144178.114651
  nChanged 82
		SP:Iteration 3F (60711.560000 sec): 3 clusters
  Score: Raw -146627.325938 + Penalty 2329.537985 = -144297.787953
  nChanged 71
		SP:Iteration 4F (60711.760000 sec): 3 clusters
  Score: Raw -146718.679072 + Penalty 2329.537985 = -144389.141087
  nChanged 56
		SP:Iteration 5Q (60711.910000 sec): 3 clusters
  Score: Raw -146806.232042 + Penalty 2329.537985 = -144476.694057
  nChanged 57
		SP:Iteration 6Q (60712.120000 sec): 3 clusters
  Score: Raw -146881.951805 + Penalty 2329.537985 = -144552.413821
  nChanged 53
		SP:Iteration 7Q (60712.280000 sec): 3 clusters
  Score: Raw -146956.596192 + Penalty 2329.537985 = -144627.058208
  nChanged 37
		SP:Iteration 8Q (60712.440000 sec): 3 clusters
  Score: Raw -147005.505735 + Penalty 2329.537985 = -144675.967750
  nChanged 35
		SP:Iteration 9Q (60712.620000 sec): 3 clusters
  Score: Raw -147049.316532 + Penalty 2329.537985 = -144719.778547
  nChanged 30
		SP:Iteration 10Q (60712.830000 sec): 3 clusters
  Score: Raw -147090.666943 + Penalty 2329.537985 = -144761.128958
  nChanged 28
		SP:Iteration 11Q (60713.010000 sec): 3 clusters
  Score: Raw -147131.536950 + Penalty 2329.537985 = -144801.998966
  nChanged 22
		SP:Iteration 12Q (60713.160000 sec): 3 clusters
  Score: Raw -147166.566948 + Penalty 2329.537985 = -144837.028964
  nChanged 14
		SP:Iteration 13Q (60713.310000 sec): 3 clusters
  Score: Raw -147198.862095 + Penalty 2329.537985 = -144869.324110
  nChanged 13
		SP:Iteration 14Q (60713.440000 sec): 3 clusters
  Score: Raw -147220.657087 + Penalty 2329.537985 = -144891.119102
  nChanged 11
		SP:Iteration 15Q (60713.620000 sec): 3 clusters
  Score: Raw -147237.965638 + Penalty 2329.537985 = -144908.427654
  nChanged 8
		SP:Iteration 16Q (60713.810000 sec): 3 clusters
  Score: Raw -147246.375015 + Penalty 2329.537985 = -144916.837031
  nChanged 3
		SP:Iteration 17Q (60713.940000 sec): 3 clusters
  Score: Raw -147247.871634 + Penalty 2329.537985 = -144918.333649
  nChanged 1
		SP:Iteration 18Q (60714.120000 sec): 3 clusters
  Score: Raw -147249.926131 + Penalty 2329.537985 = -144920.388146
  nChanged 1
		SP:Iteration 19Q (60714.280000 sec): 3 clusters
  Score: Raw -147250.653191 + Penalty 2329.537985 = -144921.115206
  nChanged 0
		SP:Iteration 20F (60714.470000 sec): 3 clusters
  Score: Raw -147250.653191 + Penalty 2329.537985 = -144921.115206
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 66 (3922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60714.580000 sec): 2 clusters
  Score: Raw -460162.688456 + Penalty 1344.583014 = -458818.105442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60714.780000 sec): 3 clusters
  Score: Raw -458178.332598 + Penalty 2689.166027 = -455489.166570
  nChanged 1538
		SP:Iteration 1F (60714.950000 sec): 3 clusters
  Score: Raw -459036.013248 + Penalty 2689.166027 = -456346.847220
  nChanged 314
		SP:Iteration 2F (60715.130000 sec): 3 clusters
  Score: Raw -459262.120441 + Penalty 2689.166027 = -456572.954414
  nChanged 258
		SP:Iteration 3F (60715.320000 sec): 3 clusters
  Score: Raw -459486.160107 + Penalty 2689.166027 = -456796.994080
  nChanged 249
		SP:Iteration 4F (60715.500000 sec): 3 clusters
  Score: Raw -459729.915093 + Penalty 2689.166027 = -457040.749066
  nChanged 216
		SP:Iteration 5F (60715.680000 sec): 3 clusters
  Score: Raw -459939.644001 + Penalty 2689.166027 = -457250.477974
  nChanged 186
		SP:Iteration 6Q (60715.880000 sec): 3 clusters
  Score: Raw -460111.852855 + Penalty 2689.166027 = -457422.686827
  nChanged 170
		SP:Iteration 7Q (60716.050000 sec): 3 clusters
  Score: Raw -460257.301958 + Penalty 2689.166027 = -457568.135931
  nChanged 139
		SP:Iteration 8Q (60716.220000 sec): 3 clusters
  Score: Raw -460363.122591 + Penalty 2689.166027 = -457673.956564
  nChanged 101
		SP:Iteration 9Q (60716.400000 sec): 3 clusters
  Score: Raw -460416.663550 + Penalty 2689.166027 = -457727.497523
  nChanged 62
		SP:Iteration 10Q (60716.550000 sec): 3 clusters
  Score: Raw -460451.868525 + Penalty 2689.166027 = -457762.702498
  nChanged 52
		SP:Iteration 11Q (60716.720000 sec): 3 clusters
  Score: Raw -460478.418965 + Penalty 2689.166027 = -457789.252938
  nChanged 63
		SP:Iteration 12Q (60716.940000 sec): 3 clusters
  Score: Raw -460512.929367 + Penalty 2689.166027 = -457823.763340
  nChanged 58
		SP:Iteration 13Q (60717.080000 sec): 3 clusters
  Score: Raw -460545.489910 + Penalty 2689.166027 = -457856.323883
  nChanged 47
		SP:Iteration 14Q (60717.280000 sec): 3 clusters
  Score: Raw -460569.299686 + Penalty 2689.166027 = -457880.133659
  nChanged 43
		SP:Iteration 15Q (60717.460000 sec): 3 clusters
  Score: Raw -460592.032825 + Penalty 2689.166027 = -457902.866798
  nChanged 35
		SP:Iteration 16Q (60717.660000 sec): 3 clusters
  Score: Raw -460608.096479 + Penalty 2689.166027 = -457918.930451
  nChanged 28
		SP:Iteration 17Q (60717.860000 sec): 3 clusters
  Score: Raw -460622.426962 + Penalty 2689.166027 = -457933.260935
  nChanged 29
		SP:Iteration 18Q (60718.030000 sec): 3 clusters
  Score: Raw -460634.969303 + Penalty 2689.166027 = -457945.803276
  nChanged 25
		SP:Iteration 19Q (60718.210000 sec): 3 clusters
  Score: Raw -460646.809311 + Penalty 2689.166027 = -457957.643284
  nChanged 26
		SP:Iteration 20F (60718.400000 sec): 3 clusters
  Score: Raw -460656.083696 + Penalty 2689.166027 = -457966.917669
  nChanged 15
		SP:Iteration 21Q (60718.600000 sec): 3 clusters
  Score: Raw -460659.907003 + Penalty 2689.166027 = -457970.740976
  nChanged 10
		SP:Iteration 22Q (60718.830000 sec): 3 clusters
  Score: Raw -460663.629256 + Penalty 2689.166027 = -457974.463229
  nChanged 6
		SP:Iteration 23Q (60719.010000 sec): 3 clusters
  Score: Raw -460665.755806 + Penalty 2689.166027 = -457976.589778
  nChanged 5
		SP:Iteration 24Q (60719.180000 sec): 3 clusters
  Score: Raw -460666.942661 + Penalty 2689.166027 = -457977.776634
  nChanged 5
		SP:Iteration 25Q (60719.360000 sec): 3 clusters
  Score: Raw -460668.130569 + Penalty 2689.166027 = -457978.964541
  nChanged 5
		SP:Iteration 26Q (60719.580000 sec): 3 clusters
  Score: Raw -460668.790981 + Penalty 2689.166027 = -457979.624954
  nChanged 4
		SP:Iteration 27Q (60719.760000 sec): 3 clusters
  Score: Raw -460669.913046 + Penalty 2689.166027 = -457980.747019
  nChanged 5
		SP:Iteration 28Q (60719.940000 sec): 3 clusters
  Score: Raw -460671.119567 + Penalty 2689.166027 = -457981.953540
  nChanged 5
		SP:Iteration 29Q (60720.120000 sec): 3 clusters
  Score: Raw -460672.551024 + Penalty 2689.166027 = -457983.384997
  nChanged 3
		SP:Iteration 30Q (60720.300000 sec): 3 clusters
  Score: Raw -460673.500389 + Penalty 2689.166027 = -457984.334362
  nChanged 5
		SP:Iteration 31Q (60720.490000 sec): 3 clusters
  Score: Raw -460675.257547 + Penalty 2689.166027 = -457986.091520
  nChanged 3
		SP:Iteration 32Q (60720.640000 sec): 3 clusters
  Score: Raw -460676.312543 + Penalty 2689.166027 = -457987.146516
  nChanged 2
		SP:Iteration 33Q (60720.800000 sec): 3 clusters
  Score: Raw -460676.788541 + Penalty 2689.166027 = -457987.622514
  nChanged 3
		SP:Iteration 34Q (60721.020000 sec): 3 clusters
  Score: Raw -460677.488150 + Penalty 2689.166027 = -457988.322122
  nChanged 2
		SP:Iteration 35Q (60721.210000 sec): 3 clusters
  Score: Raw -460677.864651 + Penalty 2689.166027 = -457988.698623
  nChanged 1
		SP:Iteration 36Q (60721.400000 sec): 3 clusters
  Score: Raw -460678.381483 + Penalty 2689.166027 = -457989.215456
  nChanged 4
		SP:Iteration 37Q (60721.560000 sec): 3 clusters
  Score: Raw -460679.735951 + Penalty 2689.166027 = -457990.569924
  nChanged 3
		SP:Iteration 38Q (60721.740000 sec): 3 clusters
  Score: Raw -460681.391965 + Penalty 2689.166027 = -457992.225937
  nChanged 2
		SP:Iteration 39Q (60721.900000 sec): 3 clusters
  Score: Raw -460682.117191 + Penalty 2689.166027 = -457992.951164
  nChanged 0
		SP:Iteration 40F (60722.100000 sec): 3 clusters
  Score: Raw -460682.117191 + Penalty 2689.166027 = -457992.951164
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 67 (2142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60722.190000 sec): 2 clusters
  Score: Raw -255244.926029 + Penalty 1246.292978 = -253998.633051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60722.370000 sec): 3 clusters
  Score: Raw -254340.883755 + Penalty 2492.585957 = -251848.297798
  nChanged 771
		SP:Iteration 1F (60722.580000 sec): 3 clusters
  Score: Raw -254795.876857 + Penalty 2492.585957 = -252303.290900
  nChanged 142
		SP:Iteration 2F (60722.750000 sec): 3 clusters
  Score: Raw -254903.714517 + Penalty 2492.585957 = -252411.128561
  nChanged 102
		SP:Iteration 3Q (60722.900000 sec): 3 clusters
  Score: Raw -254970.903864 + Penalty 2492.585957 = -252478.317907
  nChanged 67
		SP:Iteration 4Q (60723.080000 sec): 3 clusters
  Score: Raw -255011.998773 + Penalty 2492.585957 = -252519.412816
  nChanged 44
		SP:Iteration 5Q (60723.210000 sec): 3 clusters
  Score: Raw -255040.702599 + Penalty 2492.585957 = -252548.116643
  nChanged 36
		SP:Iteration 6Q (60723.370000 sec): 3 clusters
  Score: Raw -255062.173781 + Penalty 2492.585957 = -252569.587825
  nChanged 31
		SP:Iteration 7Q (60723.550000 sec): 3 clusters
  Score: Raw -255075.709474 + Penalty 2492.585957 = -252583.123518
  nChanged 28
		SP:Iteration 8Q (60723.730000 sec): 3 clusters
  Score: Raw -255085.498991 + Penalty 2492.585957 = -252592.913035
  nChanged 21
		SP:Iteration 9Q (60723.900000 sec): 3 clusters
  Score: Raw -255094.713998 + Penalty 2492.585957 = -252602.128041
  nChanged 15
		SP:Iteration 10Q (60724.090000 sec): 3 clusters
  Score: Raw -255105.728818 + Penalty 2492.585957 = -252613.142861
  nChanged 13
		SP:Iteration 11Q (60724.270000 sec): 3 clusters
  Score: Raw -255113.022874 + Penalty 2492.585957 = -252620.436918
  nChanged 14
		SP:Iteration 12Q (60724.470000 sec): 3 clusters
  Score: Raw -255119.371732 + Penalty 2492.585957 = -252626.785776
  nChanged 16
		SP:Iteration 13Q (60724.660000 sec): 3 clusters
  Score: Raw -255128.290443 + Penalty 2492.585957 = -252635.704487
  nChanged 21
		SP:Iteration 14Q (60724.840000 sec): 3 clusters
  Score: Raw -255136.199006 + Penalty 2492.585957 = -252643.613050
  nChanged 13
		SP:Iteration 15Q (60724.990000 sec): 3 clusters
  Score: Raw -255142.654720 + Penalty 2492.585957 = -252650.068763
  nChanged 15
		SP:Iteration 16Q (60725.180000 sec): 3 clusters
  Score: Raw -255148.038934 + Penalty 2492.585957 = -252655.452977
  nChanged 14
		SP:Iteration 17Q (60725.370000 sec): 3 clusters
  Score: Raw -255156.318468 + Penalty 2492.585957 = -252663.732512
  nChanged 19
		SP:Iteration 18Q (60725.550000 sec): 3 clusters
  Score: Raw -255167.089112 + Penalty 2492.585957 = -252674.503156
  nChanged 22
		SP:Iteration 19Q (60725.730000 sec): 3 clusters
  Score: Raw -255180.817626 + Penalty 2492.585957 = -252688.231669
  nChanged 15
		SP:Iteration 20F (60725.930000 sec): 3 clusters
  Score: Raw -255191.871937 + Penalty 2492.585957 = -252699.285980
  nChanged 19
		SP:Iteration 21Q (60726.110000 sec): 3 clusters
  Score: Raw -255201.893614 + Penalty 2492.585957 = -252709.307657
  nChanged 21
		SP:Iteration 22Q (60726.250000 sec): 3 clusters
  Score: Raw -255214.950337 + Penalty 2492.585957 = -252722.364381
  nChanged 15
		SP:Iteration 23Q (60726.450000 sec): 3 clusters
  Score: Raw -255226.398502 + Penalty 2492.585957 = -252733.812546
  nChanged 19
		SP:Iteration 24Q (60726.660000 sec): 3 clusters
  Score: Raw -255236.953772 + Penalty 2492.585957 = -252744.367815
  nChanged 17
		SP:Iteration 25Q (60726.810000 sec): 3 clusters
  Score: Raw -255247.010015 + Penalty 2492.585957 = -252754.424058
  nChanged 18
		SP:Iteration 26Q (60727.000000 sec): 3 clusters
  Score: Raw -255256.406864 + Penalty 2492.585957 = -252763.820908
  nChanged 12
		SP:Iteration 27Q (60727.160000 sec): 3 clusters
  Score: Raw -255262.804266 + Penalty 2492.585957 = -252770.218310
  nChanged 10
		SP:Iteration 28Q (60727.370000 sec): 3 clusters
  Score: Raw -255268.138787 + Penalty 2492.585957 = -252775.552831
  nChanged 5
		SP:Iteration 29Q (60727.530000 sec): 3 clusters
  Score: Raw -255271.165569 + Penalty 2492.585957 = -252778.579612
  nChanged 4
		SP:Iteration 30Q (60727.700000 sec): 3 clusters
  Score: Raw -255273.862093 + Penalty 2492.585957 = -252781.276136
  nChanged 4
		SP:Iteration 31Q (60727.870000 sec): 3 clusters
  Score: Raw -255277.613408 + Penalty 2492.585957 = -252785.027451
  nChanged 3
		SP:Iteration 32Q (60728.050000 sec): 3 clusters
  Score: Raw -255279.902058 + Penalty 2492.585957 = -252787.316102
  nChanged 7
		SP:Iteration 33Q (60728.220000 sec): 3 clusters
  Score: Raw -255284.706525 + Penalty 2492.585957 = -252792.120568
  nChanged 8
		SP:Iteration 34Q (60728.430000 sec): 3 clusters
  Score: Raw -255288.409507 + Penalty 2492.585957 = -252795.823551
  nChanged 8
		SP:Iteration 35Q (60728.610000 sec): 3 clusters
  Score: Raw -255291.608457 + Penalty 2492.585957 = -252799.022500
  nChanged 2
		SP:Iteration 36Q (60728.770000 sec): 3 clusters
  Score: Raw -255292.240306 + Penalty 2492.585957 = -252799.654350
  nChanged 0
		SP:Iteration 37F (60728.950000 sec): 3 clusters
  Score: Raw -255292.240306 + Penalty 2492.585957 = -252799.654350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 68 (5008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60729.060000 sec): 2 clusters
  Score: Raw -545760.201642 + Penalty 1384.303686 = -544375.897956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60729.250000 sec): 3 clusters
  Score: Raw -543164.057135 + Penalty 2768.607372 = -540395.449763
  nChanged 1992
		SP:Iteration 1F (60729.430000 sec): 3 clusters
  Score: Raw -544342.755653 + Penalty 2768.607372 = -541574.148281
  nChanged 429
		SP:Iteration 2F (60729.610000 sec): 3 clusters
  Score: Raw -544632.304916 + Penalty 2768.607372 = -541863.697544
  nChanged 325
		SP:Iteration 3F (60729.820000 sec): 3 clusters
  Score: Raw -544876.622347 + Penalty 2768.607372 = -542108.014975
  nChanged 294
		SP:Iteration 4F (60730.050000 sec): 3 clusters
  Score: Raw -545106.240630 + Penalty 2768.607372 = -542337.633258
  nChanged 265
		SP:Iteration 5F (60730.230000 sec): 3 clusters
  Score: Raw -545342.113819 + Penalty 2768.607372 = -542573.506447
  nChanged 256
		SP:Iteration 6F (60730.410000 sec): 3 clusters
  Score: Raw -545550.919312 + Penalty 2768.607372 = -542782.311940
  nChanged 241
		SP:Iteration 7Q (60730.580000 sec): 3 clusters
  Score: Raw -545729.238425 + Penalty 2768.607372 = -542960.631054
  nChanged 191
		SP:Iteration 8Q (60730.780000 sec): 3 clusters
  Score: Raw -545841.657076 + Penalty 2768.607372 = -543073.049704
  nChanged 141
		SP:Iteration 9Q (60730.970000 sec): 3 clusters
  Score: Raw -545906.796013 + Penalty 2768.607372 = -543138.188641
  nChanged 98
		SP:Iteration 10Q (60731.170000 sec): 3 clusters
  Score: Raw -545955.328632 + Penalty 2768.607372 = -543186.721261
  nChanged 79
		SP:Iteration 11Q (60731.380000 sec): 3 clusters
  Score: Raw -545984.657443 + Penalty 2768.607372 = -543216.050071
  nChanged 59
		SP:Iteration 12Q (60731.590000 sec): 3 clusters
  Score: Raw -546003.732503 + Penalty 2768.607372 = -543235.125131
  nChanged 42
		SP:Iteration 13Q (60731.750000 sec): 3 clusters
  Score: Raw -546017.828995 + Penalty 2768.607372 = -543249.221623
  nChanged 45
		SP:Iteration 14Q (60731.950000 sec): 3 clusters
  Score: Raw -546032.128483 + Penalty 2768.607372 = -543263.521111
  nChanged 45
		SP:Iteration 15Q (60732.100000 sec): 3 clusters
  Score: Raw -546044.346163 + Penalty 2768.607372 = -543275.738792
  nChanged 34
		SP:Iteration 16Q (60732.270000 sec): 3 clusters
  Score: Raw -546056.502305 + Penalty 2768.607372 = -543287.894934
  nChanged 33
		SP:Iteration 17Q (60732.450000 sec): 3 clusters
  Score: Raw -546069.088141 + Penalty 2768.607372 = -543300.480770
  nChanged 39
		SP:Iteration 18Q (60732.640000 sec): 3 clusters
  Score: Raw -546080.732067 + Penalty 2768.607372 = -543312.124695
  nChanged 25
		SP:Iteration 19Q (60732.810000 sec): 3 clusters
  Score: Raw -546090.350783 + Penalty 2768.607372 = -543321.743412
  nChanged 23
		SP:Iteration 20F (60733.010000 sec): 3 clusters
  Score: Raw -546097.191759 + Penalty 2768.607372 = -543328.584388
  nChanged 21
		SP:Iteration 21Q (60733.220000 sec): 3 clusters
  Score: Raw -546102.207525 + Penalty 2768.607372 = -543333.600154
  nChanged 14
		SP:Iteration 22Q (60733.410000 sec): 3 clusters
  Score: Raw -546106.275043 + Penalty 2768.607372 = -543337.667671
  nChanged 17
		SP:Iteration 23Q (60733.630000 sec): 3 clusters
  Score: Raw -546111.492810 + Penalty 2768.607372 = -543342.885439
  nChanged 16
		SP:Iteration 24Q (60733.820000 sec): 3 clusters
  Score: Raw -546116.560023 + Penalty 2768.607372 = -543347.952651
  nChanged 15
		SP:Iteration 25Q (60734.030000 sec): 3 clusters
  Score: Raw -546120.812121 + Penalty 2768.607372 = -543352.204750
  nChanged 13
		SP:Iteration 26Q (60734.240000 sec): 3 clusters
  Score: Raw -546123.272941 + Penalty 2768.607372 = -543354.665569
  nChanged 10
		SP:Iteration 27Q (60734.400000 sec): 3 clusters
  Score: Raw -546127.081427 + Penalty 2768.607372 = -543358.474056
  nChanged 14
		SP:Iteration 28Q (60734.610000 sec): 3 clusters
  Score: Raw -546134.305253 + Penalty 2768.607372 = -543365.697881
  nChanged 18
		SP:Iteration 29Q (60734.790000 sec): 3 clusters
  Score: Raw -546139.214261 + Penalty 2768.607372 = -543370.606889
  nChanged 16
		SP:Iteration 30Q (60734.970000 sec): 3 clusters
  Score: Raw -546144.626398 + Penalty 2768.607372 = -543376.019027
  nChanged 13
		SP:Iteration 31Q (60735.150000 sec): 3 clusters
  Score: Raw -546147.826641 + Penalty 2768.607372 = -543379.219269
  nChanged 10
		SP:Iteration 32Q (60735.380000 sec): 3 clusters
  Score: Raw -546150.652766 + Penalty 2768.607372 = -543382.045395
  nChanged 11
		SP:Iteration 33Q (60735.570000 sec): 3 clusters
  Score: Raw -546155.628130 + Penalty 2768.607372 = -543387.020758
  nChanged 15
		SP:Iteration 34Q (60735.750000 sec): 3 clusters
  Score: Raw -546159.371375 + Penalty 2768.607372 = -543390.764003
  nChanged 13
		SP:Iteration 35Q (60735.930000 sec): 3 clusters
  Score: Raw -546164.152480 + Penalty 2768.607372 = -543395.545108
  nChanged 10
		SP:Iteration 36Q (60736.100000 sec): 3 clusters
  Score: Raw -546166.480322 + Penalty 2768.607372 = -543397.872950
  nChanged 11
		SP:Iteration 37Q (60736.310000 sec): 3 clusters
  Score: Raw -546169.130620 + Penalty 2768.607372 = -543400.523248
  nChanged 11
		SP:Iteration 38Q (60736.510000 sec): 3 clusters
  Score: Raw -546171.242672 + Penalty 2768.607372 = -543402.635301
  nChanged 15
		SP:Iteration 39Q (60736.690000 sec): 3 clusters
  Score: Raw -546174.530980 + Penalty 2768.607372 = -543405.923608
  nChanged 8
		SP:Iteration 40F (60736.890000 sec): 3 clusters
  Score: Raw -546177.177137 + Penalty 2768.607372 = -543408.569765
  nChanged 8
		SP:Iteration 41Q (60737.110000 sec): 3 clusters
  Score: Raw -546178.300219 + Penalty 2768.607372 = -543409.692847
  nChanged 5
		SP:Iteration 42Q (60737.270000 sec): 3 clusters
  Score: Raw -546179.838767 + Penalty 2768.607372 = -543411.231395
  nChanged 9
		SP:Iteration 43Q (60737.470000 sec): 3 clusters
  Score: Raw -546182.307478 + Penalty 2768.607372 = -543413.700106
  nChanged 10
		SP:Iteration 44Q (60737.680000 sec): 3 clusters
  Score: Raw -546185.204149 + Penalty 2768.607372 = -543416.596777
  nChanged 6
		SP:Iteration 45Q (60737.860000 sec): 3 clusters
  Score: Raw -546186.585727 + Penalty 2768.607372 = -543417.978356
  nChanged 1
		SP:Iteration 46Q (60738.050000 sec): 3 clusters
  Score: Raw -546187.856096 + Penalty 2768.607372 = -543419.248725
  nChanged 4
		SP:Iteration 47Q (60738.250000 sec): 3 clusters
  Score: Raw -546189.226168 + Penalty 2768.607372 = -543420.618796
  nChanged 6
		SP:Iteration 48Q (60738.440000 sec): 3 clusters
  Score: Raw -546191.047197 + Penalty 2768.607372 = -543422.439826
  nChanged 7
		SP:Iteration 49Q (60738.620000 sec): 3 clusters
  Score: Raw -546192.467768 + Penalty 2768.607372 = -543423.860396
  nChanged 5
		SP:Iteration 50Q (60738.830000 sec): 3 clusters
  Score: Raw -546193.383368 + Penalty 2768.607372 = -543424.775996
  nChanged 3
		SP:Iteration 51Q (60739.030000 sec): 3 clusters
  Score: Raw -546193.945449 + Penalty 2768.607372 = -543425.338077
  nChanged 6
		SP:Iteration 52Q (60739.220000 sec): 3 clusters
  Score: Raw -546196.092267 + Penalty 2768.607372 = -543427.484896
  nChanged 5
		SP:Iteration 53Q (60739.420000 sec): 3 clusters
  Score: Raw -546197.348813 + Penalty 2768.607372 = -543428.741441
  nChanged 6
		SP:Iteration 54Q (60739.620000 sec): 3 clusters
  Score: Raw -546199.286561 + Penalty 2768.607372 = -543430.679189
  nChanged 11
		SP:Iteration 55Q (60739.810000 sec): 3 clusters
  Score: Raw -546202.237054 + Penalty 2768.607372 = -543433.629682
  nChanged 13
		SP:Iteration 56Q (60740.000000 sec): 3 clusters
  Score: Raw -546205.124304 + Penalty 2768.607372 = -543436.516933
  nChanged 11
		SP:Iteration 57Q (60740.220000 sec): 3 clusters
  Score: Raw -546209.848554 + Penalty 2768.607372 = -543441.241183
  nChanged 16
		SP:Iteration 58Q (60740.410000 sec): 3 clusters
  Score: Raw -546214.426724 + Penalty 2768.607372 = -543445.819352
  nChanged 15
		SP:Iteration 59Q (60740.600000 sec): 3 clusters
  Score: Raw -546218.123775 + Penalty 2768.607372 = -543449.516404
  nChanged 11
		SP:Iteration 60F (60740.800000 sec): 3 clusters
  Score: Raw -546221.208564 + Penalty 2768.607372 = -543452.601192
  nChanged 12
		SP:Iteration 61Q (60741.030000 sec): 3 clusters
  Score: Raw -546224.319297 + Penalty 2768.607372 = -543455.711925
  nChanged 7
		SP:Iteration 62Q (60741.190000 sec): 3 clusters
  Score: Raw -546226.396522 + Penalty 2768.607372 = -543457.789150
  nChanged 8
		SP:Iteration 63Q (60741.420000 sec): 3 clusters
  Score: Raw -546228.996351 + Penalty 2768.607372 = -543460.388979
  nChanged 11
		SP:Iteration 64Q (60741.610000 sec): 3 clusters
  Score: Raw -546231.110828 + Penalty 2768.607372 = -543462.503457
  nChanged 8
		SP:Iteration 65Q (60741.810000 sec): 3 clusters
  Score: Raw -546232.954210 + Penalty 2768.607372 = -543464.346838
  nChanged 6
		SP:Iteration 66Q (60742.000000 sec): 3 clusters
  Score: Raw -546235.615876 + Penalty 2768.607372 = -543467.008505
  nChanged 6
		SP:Iteration 67Q (60742.190000 sec): 3 clusters
  Score: Raw -546237.781313 + Penalty 2768.607372 = -543469.173941
  nChanged 7
		SP:Iteration 68Q (60742.400000 sec): 3 clusters
  Score: Raw -546239.876633 + Penalty 2768.607372 = -543471.269261
  nChanged 8
		SP:Iteration 69Q (60742.560000 sec): 3 clusters
  Score: Raw -546244.371036 + Penalty 2768.607372 = -543475.763664
  nChanged 16
		SP:Iteration 70Q (60742.760000 sec): 3 clusters
  Score: Raw -546250.253182 + Penalty 2768.607372 = -543481.645811
  nChanged 20
		SP:Iteration 71Q (60742.960000 sec): 3 clusters
  Score: Raw -546258.773363 + Penalty 2768.607372 = -543490.165992
  nChanged 18
		SP:Iteration 72Q (60743.160000 sec): 3 clusters
  Score: Raw -546265.501094 + Penalty 2768.607372 = -543496.893722
  nChanged 23
		SP:Iteration 73Q (60743.350000 sec): 3 clusters
  Score: Raw -546271.009469 + Penalty 2768.607372 = -543502.402098
  nChanged 14
		SP:Iteration 74Q (60743.560000 sec): 3 clusters
  Score: Raw -546276.082381 + Penalty 2768.607372 = -543507.475009
  nChanged 13
		SP:Iteration 75Q (60743.790000 sec): 3 clusters
  Score: Raw -546279.098589 + Penalty 2768.607372 = -543510.491217
  nChanged 9
		SP:Iteration 76Q (60743.990000 sec): 3 clusters
  Score: Raw -546281.813186 + Penalty 2768.607372 = -543513.205814
  nChanged 13
		SP:Iteration 77Q (60744.180000 sec): 3 clusters
  Score: Raw -546286.000092 + Penalty 2768.607372 = -543517.392720
  nChanged 7
		SP:Iteration 78Q (60744.360000 sec): 3 clusters
  Score: Raw -546287.863854 + Penalty 2768.607372 = -543519.256482
  nChanged 10
		SP:Iteration 79Q (60744.540000 sec): 3 clusters
  Score: Raw -546292.767045 + Penalty 2768.607372 = -543524.159673
  nChanged 6
		SP:Iteration 80F (60744.750000 sec): 3 clusters
  Score: Raw -546295.913607 + Penalty 2768.607372 = -543527.306235
  nChanged 8
		SP:Iteration 81Q (60744.910000 sec): 3 clusters
  Score: Raw -546298.339822 + Penalty 2768.607372 = -543529.732450
  nChanged 8
		SP:Iteration 82Q (60745.140000 sec): 3 clusters
  Score: Raw -546300.519092 + Penalty 2768.607372 = -543531.911720
  nChanged 7
		SP:Iteration 83Q (60745.300000 sec): 3 clusters
  Score: Raw -546302.281733 + Penalty 2768.607372 = -543533.674362
  nChanged 9
		SP:Iteration 84Q (60745.510000 sec): 3 clusters
  Score: Raw -546305.176019 + Penalty 2768.607372 = -543536.568648
  nChanged 7
		SP:Iteration 85Q (60745.640000 sec): 3 clusters
  Score: Raw -546307.180191 + Penalty 2768.607372 = -543538.572819
  nChanged 4
		SP:Iteration 86Q (60745.870000 sec): 3 clusters
  Score: Raw -546307.957436 + Penalty 2768.607372 = -543539.350065
  nChanged 4
		SP:Iteration 87Q (60746.050000 sec): 3 clusters
  Score: Raw -546309.539630 + Penalty 2768.607372 = -543540.932258
  nChanged 4
		SP:Iteration 88Q (60746.250000 sec): 3 clusters
  Score: Raw -546311.979481 + Penalty 2768.607372 = -543543.372110
  nChanged 5
		SP:Iteration 89Q (60746.450000 sec): 3 clusters
  Score: Raw -546313.485511 + Penalty 2768.607372 = -543544.878139
  nChanged 3
		SP:Iteration 90Q (60746.610000 sec): 3 clusters
  Score: Raw -546313.981149 + Penalty 2768.607372 = -543545.373777
  nChanged 4
		SP:Iteration 91Q (60746.850000 sec): 3 clusters
  Score: Raw -546315.054924 + Penalty 2768.607372 = -543546.447552
  nChanged 1
		SP:Iteration 92Q (60747.030000 sec): 3 clusters
  Score: Raw -546315.276381 + Penalty 2768.607372 = -543546.669010
  nChanged 1
		SP:Iteration 93Q (60747.230000 sec): 3 clusters
  Score: Raw -546315.352257 + Penalty 2768.607372 = -543546.744885
  nChanged 1
		SP:Iteration 94Q (60747.420000 sec): 3 clusters
  Score: Raw -546315.399727 + Penalty 2768.607372 = -543546.792356
  nChanged 0
		SP:Iteration 95F (60747.610000 sec): 3 clusters
  Score: Raw -546315.399727 + Penalty 2768.607372 = -543546.792356
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 69 (5171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60747.730000 sec): 2 clusters
  Score: Raw -610275.125247 + Penalty 1389.508473 = -608885.616774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60747.920000 sec): 3 clusters
  Score: Raw -607553.694633 + Penalty 2779.016946 = -604774.677687
  nChanged 2085
		SP:Iteration 1F (60748.130000 sec): 3 clusters
  Score: Raw -608725.042001 + Penalty 2779.016946 = -605946.025055
  nChanged 399
		SP:Iteration 2F (60748.300000 sec): 3 clusters
  Score: Raw -608935.152276 + Penalty 2779.016946 = -606156.135330
  nChanged 284
		SP:Iteration 3F (60748.490000 sec): 3 clusters
  Score: Raw -609089.292545 + Penalty 2779.016946 = -606310.275599
  nChanged 239
		SP:Iteration 4Q (60748.710000 sec): 3 clusters
  Score: Raw -609205.739648 + Penalty 2779.016946 = -606426.722702
  nChanged 200
		SP:Iteration 5Q (60748.880000 sec): 3 clusters
  Score: Raw -609293.243342 + Penalty 2779.016946 = -606514.226396
  nChanged 149
		SP:Iteration 6Q (60749.050000 sec): 3 clusters
  Score: Raw -609366.112197 + Penalty 2779.016946 = -606587.095251
  nChanged 136
		SP:Iteration 7Q (60749.270000 sec): 3 clusters
  Score: Raw -609437.269389 + Penalty 2779.016946 = -606658.252443
  nChanged 147
		SP:Iteration 8Q (60749.460000 sec): 3 clusters
  Score: Raw -609513.452113 + Penalty 2779.016946 = -606734.435166
  nChanged 150
		SP:Iteration 9Q (60749.640000 sec): 3 clusters
  Score: Raw -609592.435620 + Penalty 2779.016946 = -606813.418674
  nChanged 140
		SP:Iteration 10Q (60749.840000 sec): 3 clusters
  Score: Raw -609674.785706 + Penalty 2779.016946 = -606895.768760
  nChanged 152
		SP:Iteration 11Q (60750.030000 sec): 3 clusters
  Score: Raw -609768.564631 + Penalty 2779.016946 = -606989.547685
  nChanged 142
		SP:Iteration 12Q (60750.250000 sec): 3 clusters
  Score: Raw -609854.678912 + Penalty 2779.016946 = -607075.661966
  nChanged 144
		SP:Iteration 13Q (60750.470000 sec): 3 clusters
  Score: Raw -609947.676943 + Penalty 2779.016946 = -607168.659997
  nChanged 129
		SP:Iteration 14Q (60750.670000 sec): 3 clusters
  Score: Raw -610029.095551 + Penalty 2779.016946 = -607250.078605
  nChanged 121
		SP:Iteration 15Q (60750.860000 sec): 3 clusters
  Score: Raw -610087.446878 + Penalty 2779.016946 = -607308.429932
  nChanged 94
		SP:Iteration 16Q (60751.030000 sec): 3 clusters
  Score: Raw -610135.400954 + Penalty 2779.016946 = -607356.384008
  nChanged 84
		SP:Iteration 17Q (60751.210000 sec): 3 clusters
  Score: Raw -610174.241253 + Penalty 2779.016946 = -607395.224307
  nChanged 77
		SP:Iteration 18Q (60751.440000 sec): 3 clusters
  Score: Raw -610208.896343 + Penalty 2779.016946 = -607429.879397
  nChanged 57
		SP:Iteration 19Q (60751.610000 sec): 3 clusters
  Score: Raw -610236.193371 + Penalty 2779.016946 = -607457.176425
  nChanged 74
		SP:Iteration 20F (60751.790000 sec): 3 clusters
  Score: Raw -610273.348506 + Penalty 2779.016946 = -607494.331560
  nChanged 70
		SP:Iteration 21Q (60751.970000 sec): 3 clusters
  Score: Raw -610310.512908 + Penalty 2779.016946 = -607531.495962
  nChanged 63
		SP:Iteration 22Q (60752.160000 sec): 3 clusters
  Score: Raw -610345.391503 + Penalty 2779.016946 = -607566.374557
  nChanged 59
		SP:Iteration 23Q (60752.330000 sec): 3 clusters
  Score: Raw -610374.628403 + Penalty 2779.016946 = -607595.611457
  nChanged 54
		SP:Iteration 24Q (60752.520000 sec): 3 clusters
  Score: Raw -610397.280112 + Penalty 2779.016946 = -607618.263166
  nChanged 48
		SP:Iteration 25Q (60752.700000 sec): 3 clusters
  Score: Raw -610416.699699 + Penalty 2779.016946 = -607637.682753
  nChanged 48
		SP:Iteration 26Q (60752.860000 sec): 3 clusters
  Score: Raw -610432.690163 + Penalty 2779.016946 = -607653.673217
  nChanged 39
		SP:Iteration 27Q (60753.050000 sec): 3 clusters
  Score: Raw -610446.499131 + Penalty 2779.016946 = -607667.482185
  nChanged 35
		SP:Iteration 28Q (60753.260000 sec): 3 clusters
  Score: Raw -610457.831048 + Penalty 2779.016946 = -607678.814102
  nChanged 38
		SP:Iteration 29Q (60753.450000 sec): 3 clusters
  Score: Raw -610470.841769 + Penalty 2779.016946 = -607691.824823
  nChanged 34
		SP:Iteration 30Q (60753.630000 sec): 3 clusters
  Score: Raw -610482.320319 + Penalty 2779.016946 = -607703.303373
  nChanged 25
		SP:Iteration 31Q (60753.850000 sec): 3 clusters
  Score: Raw -610490.953900 + Penalty 2779.016946 = -607711.936954
  nChanged 23
		SP:Iteration 32Q (60754.020000 sec): 3 clusters
  Score: Raw -610497.903138 + Penalty 2779.016946 = -607718.886192
  nChanged 16
		SP:Iteration 33Q (60754.210000 sec): 3 clusters
  Score: Raw -610502.126506 + Penalty 2779.016946 = -607723.109560
  nChanged 9
		SP:Iteration 34Q (60754.400000 sec): 3 clusters
  Score: Raw -610504.495133 + Penalty 2779.016946 = -607725.478187
  nChanged 6
		SP:Iteration 35Q (60754.610000 sec): 3 clusters
  Score: Raw -610505.731033 + Penalty 2779.016946 = -607726.714087
  nChanged 5
		SP:Iteration 36Q (60754.780000 sec): 3 clusters
  Score: Raw -610506.854298 + Penalty 2779.016946 = -607727.837352
  nChanged 2
		SP:Iteration 37Q (60755.000000 sec): 3 clusters
  Score: Raw -610507.138533 + Penalty 2779.016946 = -607728.121587
  nChanged 0
		SP:Iteration 38F (60755.210000 sec): 3 clusters
  Score: Raw -610507.138533 + Penalty 2779.016946 = -607728.121587
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 70 (1084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60755.290000 sec): 2 clusters
  Score: Raw -127885.122459 + Penalty 1135.617142 = -126749.505317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60755.500000 sec): 3 clusters
  Score: Raw -127493.363852 + Penalty 2271.234284 = -125222.129568
  nChanged 338
		SP:Iteration 1F (60755.660000 sec): 3 clusters
  Score: Raw -127768.456338 + Penalty 2271.234284 = -125497.222054
  nChanged 98
		SP:Iteration 2F (60755.830000 sec): 3 clusters
  Score: Raw -127881.949747 + Penalty 2271.234284 = -125610.715463
  nChanged 60
		SP:Iteration 3F (60755.990000 sec): 3 clusters
  Score: Raw -127952.818386 + Penalty 2271.234284 = -125681.584102
  nChanged 40
		SP:Iteration 4Q (60756.180000 sec): 3 clusters
  Score: Raw -127990.175638 + Penalty 2271.234284 = -125718.941354
  nChanged 27
		SP:Iteration 5Q (60756.360000 sec): 3 clusters
  Score: Raw -128012.321017 + Penalty 2271.234284 = -125741.086733
  nChanged 20
		SP:Iteration 6Q (60756.570000 sec): 3 clusters
  Score: Raw -128032.941619 + Penalty 2271.234284 = -125761.707335
  nChanged 17
		SP:Iteration 7Q (60756.750000 sec): 3 clusters
  Score: Raw -128050.271971 + Penalty 2271.234284 = -125779.037687
  nChanged 8
		SP:Iteration 8Q (60756.940000 sec): 3 clusters
  Score: Raw -128059.757014 + Penalty 2271.234284 = -125788.522730
  nChanged 9
		SP:Iteration 9Q (60757.130000 sec): 3 clusters
  Score: Raw -128069.699474 + Penalty 2271.234284 = -125798.465189
  nChanged 5
		SP:Iteration 10Q (60757.280000 sec): 3 clusters
  Score: Raw -128073.897463 + Penalty 2271.234284 = -125802.663179
  nChanged 5
		SP:Iteration 11Q (60757.460000 sec): 3 clusters
  Score: Raw -128076.668648 + Penalty 2271.234284 = -125805.434363
  nChanged 5
		SP:Iteration 12Q (60757.650000 sec): 3 clusters
  Score: Raw -128081.017724 + Penalty 2271.234284 = -125809.783440
  nChanged 3
		SP:Iteration 13Q (60757.800000 sec): 3 clusters
  Score: Raw -128082.239089 + Penalty 2271.234284 = -125811.004805
  nChanged 1
		SP:Iteration 14Q (60758.010000 sec): 3 clusters
  Score: Raw -128082.810412 + Penalty 2271.234284 = -125811.576128
  nChanged 0
		SP:Iteration 15F (60758.210000 sec): 3 clusters
  Score: Raw -128082.810412 + Penalty 2271.234284 = -125811.576128
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 71 (7382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60758.330000 sec): 2 clusters
  Score: Raw -874245.034050 + Penalty 1447.354981 = -872797.679068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60758.550000 sec): 3 clusters
  Score: Raw -870271.086596 + Penalty 2894.709962 = -867376.376634
  nChanged 3033
		SP:Iteration 1F (60758.730000 sec): 3 clusters
  Score: Raw -871944.775356 + Penalty 2894.709962 = -869050.065394
  nChanged 488
		SP:Iteration 2F (60758.960000 sec): 3 clusters
  Score: Raw -872194.800700 + Penalty 2894.709962 = -869300.090737
  nChanged 381
		SP:Iteration 3F (60759.160000 sec): 3 clusters
  Score: Raw -872388.821655 + Penalty 2894.709962 = -869494.111692
  nChanged 315
		SP:Iteration 4Q (60759.360000 sec): 3 clusters
  Score: Raw -872535.708773 + Penalty 2894.709962 = -869640.998811
  nChanged 308
		SP:Iteration 5Q (60759.540000 sec): 3 clusters
  Score: Raw -872690.529862 + Penalty 2894.709962 = -869795.819900
  nChanged 301
		SP:Iteration 6Q (60759.740000 sec): 3 clusters
  Score: Raw -872817.731558 + Penalty 2894.709962 = -869923.021596
  nChanged 251
		SP:Iteration 7Q (60759.950000 sec): 3 clusters
  Score: Raw -872913.873588 + Penalty 2894.709962 = -870019.163626
  nChanged 205
		SP:Iteration 8Q (60760.160000 sec): 3 clusters
  Score: Raw -873000.343704 + Penalty 2894.709962 = -870105.633742
  nChanged 207
		SP:Iteration 9Q (60760.340000 sec): 3 clusters
  Score: Raw -873082.355153 + Penalty 2894.709962 = -870187.645191
  nChanged 200
		SP:Iteration 10Q (60760.540000 sec): 3 clusters
  Score: Raw -873163.190262 + Penalty 2894.709962 = -870268.480300
  nChanged 192
		SP:Iteration 11Q (60760.730000 sec): 3 clusters
  Score: Raw -873238.690934 + Penalty 2894.709962 = -870343.980972
  nChanged 183
		SP:Iteration 12Q (60760.990000 sec): 3 clusters
  Score: Raw -873314.397981 + Penalty 2894.709962 = -870419.688019
  nChanged 154
		SP:Iteration 13Q (60761.200000 sec): 3 clusters
  Score: Raw -873375.179950 + Penalty 2894.709962 = -870480.469988
  nChanged 148
		SP:Iteration 14Q (60761.400000 sec): 3 clusters
  Score: Raw -873434.507462 + Penalty 2894.709962 = -870539.797500
  nChanged 140
		SP:Iteration 15Q (60761.610000 sec): 3 clusters
  Score: Raw -873495.174017 + Penalty 2894.709962 = -870600.464054
  nChanged 142
		SP:Iteration 16Q (60761.840000 sec): 3 clusters
  Score: Raw -873542.916893 + Penalty 2894.709962 = -870648.206931
  nChanged 117
		SP:Iteration 17Q (60762.070000 sec): 3 clusters
  Score: Raw -873589.424306 + Penalty 2894.709962 = -870694.714344
  nChanged 125
		SP:Iteration 18Q (60762.280000 sec): 3 clusters
  Score: Raw -873634.380434 + Penalty 2894.709962 = -870739.670472
  nChanged 108
		SP:Iteration 19Q (60762.490000 sec): 3 clusters
  Score: Raw -873671.639743 + Penalty 2894.709962 = -870776.929781
  nChanged 117
		SP:Iteration 20F (60762.670000 sec): 3 clusters
  Score: Raw -873709.718025 + Penalty 2894.709962 = -870815.008063
  nChanged 90
		SP:Iteration 21Q (60762.880000 sec): 3 clusters
  Score: Raw -873738.422292 + Penalty 2894.709962 = -870843.712330
  nChanged 88
		SP:Iteration 22Q (60763.040000 sec): 3 clusters
  Score: Raw -873762.820047 + Penalty 2894.709962 = -870868.110085
  nChanged 70
		SP:Iteration 23Q (60763.300000 sec): 3 clusters
  Score: Raw -873781.268674 + Penalty 2894.709962 = -870886.558712
  nChanged 59
		SP:Iteration 24Q (60763.440000 sec): 3 clusters
  Score: Raw -873798.260504 + Penalty 2894.709962 = -870903.550542
  nChanged 53
		SP:Iteration 25Q (60763.660000 sec): 3 clusters
  Score: Raw -873809.816398 + Penalty 2894.709962 = -870915.106436
  nChanged 44
		SP:Iteration 26Q (60763.820000 sec): 3 clusters
  Score: Raw -873822.496655 + Penalty 2894.709962 = -870927.786692
  nChanged 48
		SP:Iteration 27Q (60764.000000 sec): 3 clusters
  Score: Raw -873835.004773 + Penalty 2894.709962 = -870940.294811
  nChanged 48
		SP:Iteration 28Q (60764.220000 sec): 3 clusters
  Score: Raw -873848.690767 + Penalty 2894.709962 = -870953.980805
  nChanged 43
		SP:Iteration 29Q (60764.400000 sec): 3 clusters
  Score: Raw -873860.652153 + Penalty 2894.709962 = -870965.942191
  nChanged 42
		SP:Iteration 30Q (60764.600000 sec): 3 clusters
  Score: Raw -873870.501321 + Penalty 2894.709962 = -870975.791359
  nChanged 50
		SP:Iteration 31Q (60764.820000 sec): 3 clusters
  Score: Raw -873881.874647 + Penalty 2894.709962 = -870987.164685
  nChanged 42
		SP:Iteration 32Q (60765.000000 sec): 3 clusters
  Score: Raw -873891.603260 + Penalty 2894.709962 = -870996.893298
  nChanged 36
		SP:Iteration 33Q (60765.170000 sec): 3 clusters
  Score: Raw -873899.534173 + Penalty 2894.709962 = -871004.824210
  nChanged 32
		SP:Iteration 34Q (60765.360000 sec): 3 clusters
  Score: Raw -873906.389519 + Penalty 2894.709962 = -871011.679557
  nChanged 33
		SP:Iteration 35Q (60765.520000 sec): 3 clusters
  Score: Raw -873912.207441 + Penalty 2894.709962 = -871017.497479
  nChanged 25
		SP:Iteration 36Q (60765.710000 sec): 3 clusters
  Score: Raw -873916.698619 + Penalty 2894.709962 = -871021.988657
  nChanged 24
		SP:Iteration 37Q (60765.950000 sec): 3 clusters
  Score: Raw -873921.308840 + Penalty 2894.709962 = -871026.598878
  nChanged 24
		SP:Iteration 38Q (60766.120000 sec): 3 clusters
  Score: Raw -873926.573369 + Penalty 2894.709962 = -871031.863407
  nChanged 20
		SP:Iteration 39Q (60766.310000 sec): 3 clusters
  Score: Raw -873931.392796 + Penalty 2894.709962 = -871036.682834
  nChanged 23
		SP:Iteration 40F (60766.560000 sec): 3 clusters
  Score: Raw -873936.097459 + Penalty 2894.709962 = -871041.387497
  nChanged 26
		SP:Iteration 41Q (60766.770000 sec): 3 clusters
  Score: Raw -873942.045693 + Penalty 2894.709962 = -871047.335731
  nChanged 24
		SP:Iteration 42Q (60766.990000 sec): 3 clusters
  Score: Raw -873946.087973 + Penalty 2894.709962 = -871051.378010
  nChanged 22
		SP:Iteration 43Q (60767.200000 sec): 3 clusters
  Score: Raw -873949.910169 + Penalty 2894.709962 = -871055.200207
  nChanged 20
		SP:Iteration 44Q (60767.360000 sec): 3 clusters
  Score: Raw -873952.685067 + Penalty 2894.709962 = -871057.975105
  nChanged 12
		SP:Iteration 45Q (60767.570000 sec): 3 clusters
  Score: Raw -873954.615849 + Penalty 2894.709962 = -871059.905887
  nChanged 19
		SP:Iteration 46Q (60767.740000 sec): 3 clusters
  Score: Raw -873958.453181 + Penalty 2894.709962 = -871063.743219
  nChanged 23
		SP:Iteration 47Q (60767.920000 sec): 3 clusters
  Score: Raw -873963.579567 + Penalty 2894.709962 = -871068.869605
  nChanged 19
		SP:Iteration 48Q (60768.160000 sec): 3 clusters
  Score: Raw -873966.772413 + Penalty 2894.709962 = -871072.062451
  nChanged 21
		SP:Iteration 49Q (60768.330000 sec): 3 clusters
  Score: Raw -873970.579718 + Penalty 2894.709962 = -871075.869755
  nChanged 20
		SP:Iteration 50Q (60768.560000 sec): 3 clusters
  Score: Raw -873974.447208 + Penalty 2894.709962 = -871079.737245
  nChanged 12
		SP:Iteration 51Q (60768.730000 sec): 3 clusters
  Score: Raw -873975.922270 + Penalty 2894.709962 = -871081.212308
  nChanged 11
		SP:Iteration 52Q (60768.940000 sec): 3 clusters
  Score: Raw -873978.115139 + Penalty 2894.709962 = -871083.405177
  nChanged 14
		SP:Iteration 53Q (60769.180000 sec): 3 clusters
  Score: Raw -873981.122515 + Penalty 2894.709962 = -871086.412553
  nChanged 18
		SP:Iteration 54Q (60769.360000 sec): 3 clusters
  Score: Raw -873985.727205 + Penalty 2894.709962 = -871091.017243
  nChanged 16
		SP:Iteration 55Q (60769.560000 sec): 3 clusters
  Score: Raw -873988.911637 + Penalty 2894.709962 = -871094.201674
  nChanged 22
		SP:Iteration 56Q (60769.760000 sec): 3 clusters
  Score: Raw -873993.694675 + Penalty 2894.709962 = -871098.984712
  nChanged 24
		SP:Iteration 57Q (60770.010000 sec): 3 clusters
  Score: Raw -873998.806164 + Penalty 2894.709962 = -871104.096202
  nChanged 18
		SP:Iteration 58Q (60770.180000 sec): 3 clusters
  Score: Raw -874002.113652 + Penalty 2894.709962 = -871107.403690
  nChanged 17
		SP:Iteration 59Q (60770.410000 sec): 3 clusters
  Score: Raw -874004.891248 + Penalty 2894.709962 = -871110.181285
  nChanged 19
		SP:Iteration 60F (60770.590000 sec): 3 clusters
  Score: Raw -874008.326461 + Penalty 2894.709962 = -871113.616499
  nChanged 22
		SP:Iteration 61Q (60770.800000 sec): 3 clusters
  Score: Raw -874012.994463 + Penalty 2894.709962 = -871118.284501
  nChanged 27
		SP:Iteration 62Q (60771.010000 sec): 3 clusters
  Score: Raw -874019.653083 + Penalty 2894.709962 = -871124.943121
  nChanged 22
		SP:Iteration 63Q (60771.220000 sec): 3 clusters
  Score: Raw -874024.489960 + Penalty 2894.709962 = -871129.779998
  nChanged 25
		SP:Iteration 64Q (60771.430000 sec): 3 clusters
  Score: Raw -874031.309750 + Penalty 2894.709962 = -871136.599788
  nChanged 32
		SP:Iteration 65Q (60771.610000 sec): 3 clusters
  Score: Raw -874041.667815 + Penalty 2894.709962 = -871146.957853
  nChanged 47
		SP:Iteration 66Q (60771.780000 sec): 3 clusters
  Score: Raw -874054.954694 + Penalty 2894.709962 = -871160.244732
  nChanged 33
		SP:Iteration 67Q (60772.030000 sec): 3 clusters
  Score: Raw -874065.711319 + Penalty 2894.709962 = -871171.001357
  nChanged 35
		SP:Iteration 68Q (60772.220000 sec): 3 clusters
  Score: Raw -874074.925219 + Penalty 2894.709962 = -871180.215257
  nChanged 43
		SP:Iteration 69Q (60772.390000 sec): 3 clusters
  Score: Raw -874086.713361 + Penalty 2894.709962 = -871192.003399
  nChanged 39
		SP:Iteration 70Q (60772.610000 sec): 3 clusters
  Score: Raw -874099.960296 + Penalty 2894.709962 = -871205.250334
  nChanged 37
		SP:Iteration 71Q (60772.780000 sec): 3 clusters
  Score: Raw -874111.077199 + Penalty 2894.709962 = -871216.367237
  nChanged 45
		SP:Iteration 72Q (60772.960000 sec): 3 clusters
  Score: Raw -874125.695137 + Penalty 2894.709962 = -871230.985175
  nChanged 42
		SP:Iteration 73Q (60773.200000 sec): 3 clusters
  Score: Raw -874137.688161 + Penalty 2894.709962 = -871242.978199
  nChanged 33
		SP:Iteration 74Q (60773.380000 sec): 3 clusters
  Score: Raw -874148.973713 + Penalty 2894.709962 = -871254.263750
  nChanged 39
		SP:Iteration 75Q (60773.600000 sec): 3 clusters
  Score: Raw -874159.926844 + Penalty 2894.709962 = -871265.216882
  nChanged 31
		SP:Iteration 76Q (60773.790000 sec): 3 clusters
  Score: Raw -874171.593848 + Penalty 2894.709962 = -871276.883885
  nChanged 47
		SP:Iteration 77Q (60774.010000 sec): 3 clusters
  Score: Raw -874189.828373 + Penalty 2894.709962 = -871295.118411
  nChanged 36
		SP:Iteration 78Q (60774.180000 sec): 3 clusters
  Score: Raw -874203.952812 + Penalty 2894.709962 = -871309.242850
  nChanged 41
		SP:Iteration 79Q (60774.360000 sec): 3 clusters
  Score: Raw -874219.077940 + Penalty 2894.709962 = -871324.367977
  nChanged 42
		SP:Iteration 80F (60774.570000 sec): 3 clusters
  Score: Raw -874232.321782 + Penalty 2894.709962 = -871337.611820
  nChanged 40
		SP:Iteration 81Q (60774.810000 sec): 3 clusters
  Score: Raw -874248.373248 + Penalty 2894.709962 = -871353.663286
  nChanged 37
		SP:Iteration 82Q (60774.990000 sec): 3 clusters
  Score: Raw -874261.655736 + Penalty 2894.709962 = -871366.945773
  nChanged 37
		SP:Iteration 83Q (60775.230000 sec): 3 clusters
  Score: Raw -874273.017623 + Penalty 2894.709962 = -871378.307661
  nChanged 35
		SP:Iteration 84Q (60775.400000 sec): 3 clusters
  Score: Raw -874284.317508 + Penalty 2894.709962 = -871389.607546
  nChanged 37
		SP:Iteration 85Q (60775.600000 sec): 3 clusters
  Score: Raw -874297.203393 + Penalty 2894.709962 = -871402.493431
  nChanged 35
		SP:Iteration 86Q (60775.790000 sec): 3 clusters
  Score: Raw -874308.668332 + Penalty 2894.709962 = -871413.958370
  nChanged 29
		SP:Iteration 87Q (60776.000000 sec): 3 clusters
  Score: Raw -874317.597919 + Penalty 2894.709962 = -871422.887957
  nChanged 31
		SP:Iteration 88Q (60776.220000 sec): 3 clusters
  Score: Raw -874326.578524 + Penalty 2894.709962 = -871431.868562
  nChanged 26
		SP:Iteration 89Q (60776.460000 sec): 3 clusters
  Score: Raw -874334.728872 + Penalty 2894.709962 = -871440.018910
  nChanged 28
		SP:Iteration 90Q (60776.640000 sec): 3 clusters
  Score: Raw -874343.331157 + Penalty 2894.709962 = -871448.621195
  nChanged 33
		SP:Iteration 91Q (60776.850000 sec): 3 clusters
  Score: Raw -874354.350886 + Penalty 2894.709962 = -871459.640924
  nChanged 32
		SP:Iteration 92Q (60777.070000 sec): 3 clusters
  Score: Raw -874365.677657 + Penalty 2894.709962 = -871470.967694
  nChanged 40
		SP:Iteration 93Q (60777.240000 sec): 3 clusters
  Score: Raw -874379.270792 + Penalty 2894.709962 = -871484.560830
  nChanged 28
		SP:Iteration 94Q (60777.440000 sec): 3 clusters
  Score: Raw -874386.228929 + Penalty 2894.709962 = -871491.518967
  nChanged 18
		SP:Iteration 95Q (60777.660000 sec): 3 clusters
  Score: Raw -874389.857808 + Penalty 2894.709962 = -871495.147846
  nChanged 9
		SP:Iteration 96Q (60777.860000 sec): 3 clusters
  Score: Raw -874392.001389 + Penalty 2894.709962 = -871497.291427
  nChanged 4
		SP:Iteration 97Q (60778.070000 sec): 3 clusters
  Score: Raw -874393.671502 + Penalty 2894.709962 = -871498.961539
  nChanged 11
		SP:Iteration 98Q (60778.280000 sec): 3 clusters
  Score: Raw -874396.058774 + Penalty 2894.709962 = -871501.348812
  nChanged 8
		SP:Iteration 99Q (60778.500000 sec): 3 clusters
  Score: Raw -874397.679704 + Penalty 2894.709962 = -871502.969742
  nChanged 6
		SP:Iteration 100F (60778.680000 sec): 3 clusters
  Score: Raw -874399.112110 + Penalty 2894.709962 = -871504.402148
  nChanged 5
		SP:Iteration 101Q (60778.890000 sec): 3 clusters
  Score: Raw -874400.424194 + Penalty 2894.709962 = -871505.714231
  nChanged 7
		SP:Iteration 102Q (60779.110000 sec): 3 clusters
  Score: Raw -874402.052092 + Penalty 2894.709962 = -871507.342130
  nChanged 4
		SP:Iteration 103Q (60779.310000 sec): 3 clusters
  Score: Raw -874402.947322 + Penalty 2894.709962 = -871508.237360
  nChanged 5
		SP:Iteration 104Q (60779.520000 sec): 3 clusters
  Score: Raw -874404.151088 + Penalty 2894.709962 = -871509.441125
  nChanged 8
		SP:Iteration 105Q (60779.700000 sec): 3 clusters
  Score: Raw -874405.437977 + Penalty 2894.709962 = -871510.728014
  nChanged 8
		SP:Iteration 106Q (60779.900000 sec): 3 clusters
  Score: Raw -874407.731236 + Penalty 2894.709962 = -871513.021274
  nChanged 8
		SP:Iteration 107Q (60780.120000 sec): 3 clusters
  Score: Raw -874409.694211 + Penalty 2894.709962 = -871514.984249
  nChanged 8
		SP:Iteration 108Q (60780.290000 sec): 3 clusters
  Score: Raw -874411.979752 + Penalty 2894.709962 = -871517.269790
  nChanged 10
		SP:Iteration 109Q (60780.500000 sec): 3 clusters
  Score: Raw -874414.430611 + Penalty 2894.709962 = -871519.720649
  nChanged 9
		SP:Iteration 110Q (60780.710000 sec): 3 clusters
  Score: Raw -874416.538076 + Penalty 2894.709962 = -871521.828114
  nChanged 13
		SP:Iteration 111Q (60780.920000 sec): 3 clusters
  Score: Raw -874421.260278 + Penalty 2894.709962 = -871526.550316
  nChanged 9
		SP:Iteration 112Q (60781.090000 sec): 3 clusters
  Score: Raw -874423.469514 + Penalty 2894.709962 = -871528.759552
  nChanged 8
		SP:Iteration 113Q (60781.290000 sec): 3 clusters
  Score: Raw -874425.559262 + Penalty 2894.709962 = -871530.849300
  nChanged 13
		SP:Iteration 114Q (60781.490000 sec): 3 clusters
  Score: Raw -874429.074661 + Penalty 2894.709962 = -871534.364699
  nChanged 15
		SP:Iteration 115Q (60781.720000 sec): 3 clusters
  Score: Raw -874433.080913 + Penalty 2894.709962 = -871538.370951
  nChanged 13
		SP:Iteration 116Q (60781.900000 sec): 3 clusters
  Score: Raw -874436.073233 + Penalty 2894.709962 = -871541.363271
  nChanged 8
		SP:Iteration 117Q (60782.110000 sec): 3 clusters
  Score: Raw -874437.781350 + Penalty 2894.709962 = -871543.071388
  nChanged 8
		SP:Iteration 118Q (60782.280000 sec): 3 clusters
  Score: Raw -874439.347705 + Penalty 2894.709962 = -871544.637743
  nChanged 9
		SP:Iteration 119Q (60782.490000 sec): 3 clusters
  Score: Raw -874441.537935 + Penalty 2894.709962 = -871546.827973
  nChanged 8
		SP:Iteration 120F (60782.700000 sec): 3 clusters
  Score: Raw -874443.480418 + Penalty 2894.709962 = -871548.770456
  nChanged 7
		SP:Iteration 121Q (60782.900000 sec): 3 clusters
  Score: Raw -874445.330591 + Penalty 2894.709962 = -871550.620629
  nChanged 8
		SP:Iteration 122Q (60783.130000 sec): 3 clusters
  Score: Raw -874447.687800 + Penalty 2894.709962 = -871552.977838
  nChanged 5
		SP:Iteration 123Q (60783.300000 sec): 3 clusters
  Score: Raw -874449.034296 + Penalty 2894.709962 = -871554.324333
  nChanged 7
		SP:Iteration 124Q (60783.530000 sec): 3 clusters
  Score: Raw -874450.361291 + Penalty 2894.709962 = -871555.651329
  nChanged 5
		SP:Iteration 125Q (60783.710000 sec): 3 clusters
  Score: Raw -874451.589577 + Penalty 2894.709962 = -871556.879615
  nChanged 3
		SP:Iteration 126Q (60783.900000 sec): 3 clusters
  Score: Raw -874452.317551 + Penalty 2894.709962 = -871557.607589
  nChanged 5
		SP:Iteration 127Q (60784.110000 sec): 3 clusters
  Score: Raw -874453.565170 + Penalty 2894.709962 = -871558.855208
  nChanged 4
		SP:Iteration 128Q (60784.300000 sec): 3 clusters
  Score: Raw -874454.134926 + Penalty 2894.709962 = -871559.424964
  nChanged 3
		SP:Iteration 129Q (60784.470000 sec): 3 clusters
  Score: Raw -874454.558881 + Penalty 2894.709962 = -871559.848918
  nChanged 4
		SP:Iteration 130Q (60784.710000 sec): 3 clusters
  Score: Raw -874455.898015 + Penalty 2894.709962 = -871561.188053
  nChanged 5
		SP:Iteration 131Q (60784.930000 sec): 3 clusters
  Score: Raw -874457.754818 + Penalty 2894.709962 = -871563.044856
  nChanged 7
		SP:Iteration 132Q (60785.110000 sec): 3 clusters
  Score: Raw -874459.180134 + Penalty 2894.709962 = -871564.470172
  nChanged 3
		SP:Iteration 133Q (60785.310000 sec): 3 clusters
  Score: Raw -874459.971370 + Penalty 2894.709962 = -871565.261408
  nChanged 1
		SP:Iteration 134Q (60785.490000 sec): 3 clusters
  Score: Raw -874460.309343 + Penalty 2894.709962 = -871565.599381
  nChanged 0
		SP:Iteration 135F (60785.670000 sec): 3 clusters
  Score: Raw -874460.309343 + Penalty 2894.709962 = -871565.599381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 72 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60785.750000 sec): 2 clusters
  Score: Raw -119647.834399 + Penalty 1131.978930 = -118515.855469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60785.970000 sec): 3 clusters
  Score: Raw -119309.124546 + Penalty 2263.957861 = -117045.166685
  nChanged 336
		SP:Iteration 1F (60786.150000 sec): 3 clusters
  Score: Raw -119605.008806 + Penalty 2263.957861 = -117341.050945
  nChanged 84
		SP:Iteration 2F (60786.350000 sec): 3 clusters
  Score: Raw -119705.243825 + Penalty 2263.957861 = -117441.285964
  nChanged 57
		SP:Iteration 3F (60786.490000 sec): 3 clusters
  Score: Raw -119780.896003 + Penalty 2263.957861 = -117516.938143
  nChanged 49
		SP:Iteration 4Q (60786.680000 sec): 3 clusters
  Score: Raw -119838.641560 + Penalty 2263.957861 = -117574.683700
  nChanged 30
		SP:Iteration 5Q (60786.850000 sec): 3 clusters
  Score: Raw -119869.084976 + Penalty 2263.957861 = -117605.127115
  nChanged 22
		SP:Iteration 6Q (60787.040000 sec): 3 clusters
  Score: Raw -119902.500163 + Penalty 2263.957861 = -117638.542303
  nChanged 17
		SP:Iteration 7Q (60787.250000 sec): 3 clusters
  Score: Raw -119942.462741 + Penalty 2263.957861 = -117678.504880
  nChanged 25
		SP:Iteration 8Q (60787.410000 sec): 3 clusters
  Score: Raw -119988.057056 + Penalty 2263.957861 = -117724.099195
  nChanged 22
		SP:Iteration 9Q (60787.610000 sec): 3 clusters
  Score: Raw -120030.098330 + Penalty 2263.957861 = -117766.140469
  nChanged 18
		SP:Iteration 10Q (60787.760000 sec): 3 clusters
  Score: Raw -120057.596680 + Penalty 2263.957861 = -117793.638819
  nChanged 17
		SP:Iteration 11Q (60787.930000 sec): 3 clusters
  Score: Raw -120080.703888 + Penalty 2263.957861 = -117816.746027
  nChanged 14
		SP:Iteration 12Q (60788.100000 sec): 3 clusters
  Score: Raw -120100.647442 + Penalty 2263.957861 = -117836.689581
  nChanged 12
		SP:Iteration 13Q (60788.270000 sec): 3 clusters
  Score: Raw -120117.054006 + Penalty 2263.957861 = -117853.096145
  nChanged 7
		SP:Iteration 14Q (60788.420000 sec): 3 clusters
  Score: Raw -120123.944201 + Penalty 2263.957861 = -117859.986340
  nChanged 3
		SP:Iteration 15Q (60788.590000 sec): 3 clusters
  Score: Raw -120126.874944 + Penalty 2263.957861 = -117862.917083
  nChanged 3
		SP:Iteration 16Q (60788.790000 sec): 3 clusters
  Score: Raw -120129.713516 + Penalty 2263.957861 = -117865.755655
  nChanged 4
		SP:Iteration 17Q (60788.950000 sec): 3 clusters
  Score: Raw -120131.655410 + Penalty 2263.957861 = -117867.697549
  nChanged 2
		SP:Iteration 18Q (60789.140000 sec): 3 clusters
  Score: Raw -120132.802388 + Penalty 2263.957861 = -117868.844527
  nChanged 2
		SP:Iteration 19Q (60789.320000 sec): 3 clusters
  Score: Raw -120133.696462 + Penalty 2263.957861 = -117869.738601
  nChanged 1
		SP:Iteration 20F (60789.500000 sec): 3 clusters
  Score: Raw -120134.429308 + Penalty 2263.957861 = -117870.471447
  nChanged 2
		SP:Iteration 21Q (60789.670000 sec): 3 clusters
  Score: Raw -120137.939997 + Penalty 2263.957861 = -117873.982136
  nChanged 2
		SP:Iteration 22Q (60789.840000 sec): 3 clusters
  Score: Raw -120138.801073 + Penalty 2263.957861 = -117874.843212
  nChanged 0
		SP:Iteration 23F (60790.040000 sec): 3 clusters
  Score: Raw -120138.801073 + Penalty 2263.957861 = -117874.843212
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 73 (3358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60790.150000 sec): 2 clusters
  Score: Raw -388578.184757 + Penalty 1319.353886 = -387258.830871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60790.350000 sec): 3 clusters
  Score: Raw -386924.700799 + Penalty 2638.707772 = -384285.993026
  nChanged 1258
		SP:Iteration 1F (60790.520000 sec): 3 clusters
  Score: Raw -387697.009597 + Penalty 2638.707772 = -385058.301825
  nChanged 278
		SP:Iteration 2F (60790.690000 sec): 3 clusters
  Score: Raw -387890.226400 + Penalty 2638.707772 = -385251.518628
  nChanged 227
		SP:Iteration 3F (60790.870000 sec): 3 clusters
  Score: Raw -388104.831484 + Penalty 2638.707772 = -385466.123712
  nChanged 244
		SP:Iteration 4F (60791.050000 sec): 3 clusters
  Score: Raw -388345.104035 + Penalty 2638.707772 = -385706.396263
  nChanged 228
		SP:Iteration 5F (60791.230000 sec): 3 clusters
  Score: Raw -388555.029484 + Penalty 2638.707772 = -385916.321712
  nChanged 181
		SP:Iteration 6F (60791.450000 sec): 3 clusters
  Score: Raw -388692.521783 + Penalty 2638.707772 = -386053.814011
  nChanged 140
		SP:Iteration 7Q (60791.590000 sec): 3 clusters
  Score: Raw -388789.092829 + Penalty 2638.707772 = -386150.385057
  nChanged 94
		SP:Iteration 8Q (60791.790000 sec): 3 clusters
  Score: Raw -388846.078670 + Penalty 2638.707772 = -386207.370898
  nChanged 58
		SP:Iteration 9Q (60791.940000 sec): 3 clusters
  Score: Raw -388876.812784 + Penalty 2638.707772 = -386238.105011
  nChanged 39
		SP:Iteration 10Q (60792.110000 sec): 3 clusters
  Score: Raw -388896.488781 + Penalty 2638.707772 = -386257.781009
  nChanged 32
		SP:Iteration 11Q (60792.320000 sec): 3 clusters
  Score: Raw -388912.770210 + Penalty 2638.707772 = -386274.062438
  nChanged 26
		SP:Iteration 12Q (60792.520000 sec): 3 clusters
  Score: Raw -388923.965850 + Penalty 2638.707772 = -386285.258077
  nChanged 18
		SP:Iteration 13Q (60792.710000 sec): 3 clusters
  Score: Raw -388931.547376 + Penalty 2638.707772 = -386292.839604
  nChanged 13
		SP:Iteration 14Q (60792.870000 sec): 3 clusters
  Score: Raw -388936.413079 + Penalty 2638.707772 = -386297.705307
  nChanged 14
		SP:Iteration 15Q (60793.110000 sec): 3 clusters
  Score: Raw -388943.556894 + Penalty 2638.707772 = -386304.849122
  nChanged 16
		SP:Iteration 16Q (60793.270000 sec): 3 clusters
  Score: Raw -388951.532633 + Penalty 2638.707772 = -386312.824861
  nChanged 12
		SP:Iteration 17Q (60793.460000 sec): 3 clusters
  Score: Raw -388957.046845 + Penalty 2638.707772 = -386318.339073
  nChanged 11
		SP:Iteration 18Q (60793.630000 sec): 3 clusters
  Score: Raw -388961.895767 + Penalty 2638.707772 = -386323.187994
  nChanged 6
		SP:Iteration 19Q (60793.810000 sec): 3 clusters
  Score: Raw -388963.850221 + Penalty 2638.707772 = -386325.142449
  nChanged 3
		SP:Iteration 20F (60794.020000 sec): 3 clusters
  Score: Raw -388964.789140 + Penalty 2638.707772 = -386326.081368
  nChanged 3
		SP:Iteration 21Q (60794.170000 sec): 3 clusters
  Score: Raw -388966.017309 + Penalty 2638.707772 = -386327.309537
  nChanged 2
		SP:Iteration 22Q (60794.370000 sec): 3 clusters
  Score: Raw -388966.674731 + Penalty 2638.707772 = -386327.966959
  nChanged 3
		SP:Iteration 23Q (60794.510000 sec): 3 clusters
  Score: Raw -388967.281728 + Penalty 2638.707772 = -386328.573956
  nChanged 1
		SP:Iteration 24Q (60794.710000 sec): 3 clusters
  Score: Raw -388967.349355 + Penalty 2638.707772 = -386328.641583
  nChanged 0
		SP:Iteration 25F (60794.880000 sec): 3 clusters
  Score: Raw -388967.349355 + Penalty 2638.707772 = -386328.641583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 74 (1815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60794.980000 sec): 2 clusters
  Score: Raw -204670.033582 + Penalty 1219.374121 = -203450.659461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60795.160000 sec): 3 clusters
  Score: Raw -203896.644970 + Penalty 2438.748243 = -201457.896728
  nChanged 625
		SP:Iteration 1F (60795.330000 sec): 3 clusters
  Score: Raw -204311.091291 + Penalty 2438.748243 = -201872.343048
  nChanged 132
		SP:Iteration 2F (60795.530000 sec): 3 clusters
  Score: Raw -204415.337079 + Penalty 2438.748243 = -201976.588837
  nChanged 82
		SP:Iteration 3Q (60795.680000 sec): 3 clusters
  Score: Raw -204496.059449 + Penalty 2438.748243 = -202057.311207
  nChanged 85
		SP:Iteration 4Q (60795.890000 sec): 3 clusters
  Score: Raw -204579.680960 + Penalty 2438.748243 = -202140.932717
  nChanged 62
		SP:Iteration 5Q (60796.060000 sec): 3 clusters
  Score: Raw -204640.137850 + Penalty 2438.748243 = -202201.389607
  nChanged 69
		SP:Iteration 6Q (60796.220000 sec): 3 clusters
  Score: Raw -204709.657195 + Penalty 2438.748243 = -202270.908952
  nChanged 67
		SP:Iteration 7Q (60796.390000 sec): 3 clusters
  Score: Raw -204767.675466 + Penalty 2438.748243 = -202328.927223
  nChanged 55
		SP:Iteration 8Q (60796.590000 sec): 3 clusters
  Score: Raw -204817.343630 + Penalty 2438.748243 = -202378.595387
  nChanged 46
		SP:Iteration 9Q (60796.730000 sec): 3 clusters
  Score: Raw -204855.689960 + Penalty 2438.748243 = -202416.941717
  nChanged 37
		SP:Iteration 10Q (60796.920000 sec): 3 clusters
  Score: Raw -204879.096744 + Penalty 2438.748243 = -202440.348502
  nChanged 18
		SP:Iteration 11Q (60797.090000 sec): 3 clusters
  Score: Raw -204889.034281 + Penalty 2438.748243 = -202450.286038
  nChanged 18
		SP:Iteration 12Q (60797.260000 sec): 3 clusters
  Score: Raw -204902.989814 + Penalty 2438.748243 = -202464.241572
  nChanged 20
		SP:Iteration 13Q (60797.410000 sec): 3 clusters
  Score: Raw -204914.479716 + Penalty 2438.748243 = -202475.731474
  nChanged 8
		SP:Iteration 14Q (60797.620000 sec): 3 clusters
  Score: Raw -204920.785482 + Penalty 2438.748243 = -202482.037240
  nChanged 10
		SP:Iteration 15Q (60797.780000 sec): 3 clusters
  Score: Raw -204925.786204 + Penalty 2438.748243 = -202487.037961
  nChanged 2
		SP:Iteration 16Q (60797.960000 sec): 3 clusters
  Score: Raw -204927.022127 + Penalty 2438.748243 = -202488.273884
  nChanged 4
		SP:Iteration 17Q (60798.140000 sec): 3 clusters
  Score: Raw -204928.900296 + Penalty 2438.748243 = -202490.152053
  nChanged 3
		SP:Iteration 18Q (60798.320000 sec): 3 clusters
  Score: Raw -204930.655309 + Penalty 2438.748243 = -202491.907066
  nChanged 0
		SP:Iteration 19F (60798.520000 sec): 3 clusters
  Score: Raw -204930.655309 + Penalty 2438.748243 = -202491.907066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 75 (132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60798.610000 sec): 2 clusters
  Score: Raw -5493.297797 + Penalty 793.455312 = -4699.842485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60798.800000 sec): 3 clusters
  Score: Raw -5670.844277 + Penalty 1586.910625 = -4083.933652
  nChanged 14
		SP:Iteration 1F (60798.990000 sec): 3 clusters
  Score: Raw -5736.510517 + Penalty 1586.910625 = -4149.599892
  nChanged 5
		SP:Iteration 2Q (60799.150000 sec): 3 clusters
  Score: Raw -5761.389760 + Penalty 1586.910625 = -4174.479135
  nChanged 3
		SP:Iteration 3Q (60799.340000 sec): 3 clusters
  Score: Raw -5792.661266 + Penalty 1586.910625 = -4205.750641
  nChanged 0
		SP:Iteration 4F (60799.530000 sec): 3 clusters
  Score: Raw -5792.661266 + Penalty 1586.910625 = -4205.750641
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 76 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60799.620000 sec): 2 clusters
  Score: Raw -100246.392715 + Penalty 1102.657992 = -99143.734722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60799.800000 sec): 3 clusters
  Score: Raw -100010.091170 + Penalty 2205.315985 = -97804.775186
  nChanged 277
		SP:Iteration 1F (60799.990000 sec): 3 clusters
  Score: Raw -100264.689110 + Penalty 2205.315985 = -98059.373125
  nChanged 86
		SP:Iteration 2F (60800.110000 sec): 3 clusters
  Score: Raw -100392.247686 + Penalty 2205.315985 = -98186.931701
  nChanged 64
		SP:Iteration 3F (60800.280000 sec): 3 clusters
  Score: Raw -100521.418301 + Penalty 2205.315985 = -98316.102316
  nChanged 60
		SP:Iteration 4F (60800.460000 sec): 3 clusters
  Score: Raw -100673.108295 + Penalty 2205.315985 = -98467.792310
  nChanged 49
		SP:Iteration 5F (60800.620000 sec): 3 clusters
  Score: Raw -100781.935093 + Penalty 2205.315985 = -98576.619109
  nChanged 31
		SP:Iteration 6Q (60800.800000 sec): 3 clusters
  Score: Raw -100882.815843 + Penalty 2205.315985 = -98677.499858
  nChanged 31
		SP:Iteration 7Q (60800.980000 sec): 3 clusters
  Score: Raw -100961.703159 + Penalty 2205.315985 = -98756.387175
  nChanged 17
		SP:Iteration 8Q (60801.130000 sec): 3 clusters
  Score: Raw -101001.981353 + Penalty 2205.315985 = -98796.665368
  nChanged 9
		SP:Iteration 9Q (60801.330000 sec): 3 clusters
  Score: Raw -101028.173224 + Penalty 2205.315985 = -98822.857239
  nChanged 5
		SP:Iteration 10Q (60801.530000 sec): 3 clusters
  Score: Raw -101062.510467 + Penalty 2205.315985 = -98857.194482
  nChanged 6
		SP:Iteration 11Q (60801.670000 sec): 3 clusters
  Score: Raw -101078.979740 + Penalty 2205.315985 = -98873.663755
  nChanged 4
		SP:Iteration 12Q (60801.840000 sec): 3 clusters
  Score: Raw -101097.014515 + Penalty 2205.315985 = -98891.698531
  nChanged 2
		SP:Iteration 13Q (60802.050000 sec): 3 clusters
  Score: Raw -101104.875136 + Penalty 2205.315985 = -98899.559152
  nChanged 8
		SP:Iteration 14Q (60802.200000 sec): 3 clusters
  Score: Raw -101115.887991 + Penalty 2205.315985 = -98910.572006
  nChanged 6
		SP:Iteration 15Q (60802.410000 sec): 3 clusters
  Score: Raw -101126.246216 + Penalty 2205.315985 = -98920.930231
  nChanged 3
		SP:Iteration 16Q (60802.570000 sec): 3 clusters
  Score: Raw -101130.317167 + Penalty 2205.315985 = -98925.001183
  nChanged 2
		SP:Iteration 17Q (60802.750000 sec): 3 clusters
  Score: Raw -101132.233893 + Penalty 2205.315985 = -98926.917908
  nChanged 0
		SP:Iteration 18F (60802.970000 sec): 3 clusters
  Score: Raw -101136.477568 + Penalty 2205.315985 = -98931.161583
  nChanged 1
		SP:Iteration 19Q (60803.120000 sec): 3 clusters
  Score: Raw -101142.173178 + Penalty 2205.315985 = -98936.857193
  nChanged 3
		SP:Iteration 20F (60803.270000 sec): 3 clusters
  Score: Raw -101144.465816 + Penalty 2205.315985 = -98939.149831
  nChanged 1
		SP:Iteration 21Q (60803.440000 sec): 3 clusters
  Score: Raw -101145.204906 + Penalty 2205.315985 = -98939.888922
  nChanged 0
		SP:Iteration 22F (60803.610000 sec): 3 clusters
  Score: Raw -101145.204906 + Penalty 2205.315985 = -98939.888922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 77 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60803.730000 sec): 2 clusters
  Score: Raw -247656.671202 + Penalty 1243.924020 = -246412.747181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60803.930000 sec): 3 clusters
  Score: Raw -246747.273826 + Penalty 2487.848041 = -244259.425785
  nChanged 750
		SP:Iteration 1F (60804.090000 sec): 3 clusters
  Score: Raw -247210.543950 + Penalty 2487.848041 = -244722.695909
  nChanged 154
		SP:Iteration 2F (60804.280000 sec): 3 clusters
  Score: Raw -247323.076776 + Penalty 2487.848041 = -244835.228735
  nChanged 94
		SP:Iteration 3Q (60804.440000 sec): 3 clusters
  Score: Raw -247383.864630 + Penalty 2487.848041 = -244896.016590
  nChanged 61
		SP:Iteration 4Q (60804.630000 sec): 3 clusters
  Score: Raw -247423.144893 + Penalty 2487.848041 = -244935.296852
  nChanged 61
		SP:Iteration 5Q (60804.810000 sec): 3 clusters
  Score: Raw -247461.364581 + Penalty 2487.848041 = -244973.516540
  nChanged 52
		SP:Iteration 6Q (60805.000000 sec): 3 clusters
  Score: Raw -247493.626279 + Penalty 2487.848041 = -245005.778238
  nChanged 46
		SP:Iteration 7Q (60805.170000 sec): 3 clusters
  Score: Raw -247523.784348 + Penalty 2487.848041 = -245035.936307
  nChanged 43
		SP:Iteration 8Q (60805.350000 sec): 3 clusters
  Score: Raw -247555.469003 + Penalty 2487.848041 = -245067.620962
  nChanged 45
		SP:Iteration 9Q (60805.530000 sec): 3 clusters
  Score: Raw -247588.658163 + Penalty 2487.848041 = -245100.810123
  nChanged 50
		SP:Iteration 10Q (60805.730000 sec): 3 clusters
  Score: Raw -247631.152312 + Penalty 2487.848041 = -245143.304271
  nChanged 53
		SP:Iteration 11Q (60805.920000 sec): 3 clusters
  Score: Raw -247683.232893 + Penalty 2487.848041 = -245195.384853
  nChanged 56
		SP:Iteration 12Q (60806.100000 sec): 3 clusters
  Score: Raw -247729.124368 + Penalty 2487.848041 = -245241.276327
  nChanged 48
		SP:Iteration 13Q (60806.250000 sec): 3 clusters
  Score: Raw -247760.030505 + Penalty 2487.848041 = -245272.182464
  nChanged 34
		SP:Iteration 14Q (60806.430000 sec): 3 clusters
  Score: Raw -247783.378792 + Penalty 2487.848041 = -245295.530752
  nChanged 35
		SP:Iteration 15Q (60806.610000 sec): 3 clusters
  Score: Raw -247807.831394 + Penalty 2487.848041 = -245319.983354
  nChanged 28
		SP:Iteration 16Q (60806.800000 sec): 3 clusters
  Score: Raw -247825.409352 + Penalty 2487.848041 = -245337.561311
  nChanged 11
		SP:Iteration 17Q (60806.960000 sec): 3 clusters
  Score: Raw -247830.921170 + Penalty 2487.848041 = -245343.073130
  nChanged 10
		SP:Iteration 18Q (60807.110000 sec): 3 clusters
  Score: Raw -247835.354315 + Penalty 2487.848041 = -245347.506274
  nChanged 4
		SP:Iteration 19Q (60807.280000 sec): 3 clusters
  Score: Raw -247837.941551 + Penalty 2487.848041 = -245350.093510
  nChanged 5
		SP:Iteration 20F (60807.470000 sec): 3 clusters
  Score: Raw -247841.336801 + Penalty 2487.848041 = -245353.488760
  nChanged 5
		SP:Iteration 21Q (60807.700000 sec): 3 clusters
  Score: Raw -247844.229828 + Penalty 2487.848041 = -245356.381788
  nChanged 6
		SP:Iteration 22Q (60807.880000 sec): 3 clusters
  Score: Raw -247848.427029 + Penalty 2487.848041 = -245360.578989
  nChanged 4
		SP:Iteration 23Q (60808.070000 sec): 3 clusters
  Score: Raw -247850.331620 + Penalty 2487.848041 = -245362.483580
  nChanged 3
		SP:Iteration 24Q (60808.240000 sec): 3 clusters
  Score: Raw -247852.374760 + Penalty 2487.848041 = -245364.526720
  nChanged 4
		SP:Iteration 25Q (60808.410000 sec): 3 clusters
  Score: Raw -247855.528509 + Penalty 2487.848041 = -245367.680469
  nChanged 4
		SP:Iteration 26Q (60808.590000 sec): 3 clusters
  Score: Raw -247857.687722 + Penalty 2487.848041 = -245369.839681
  nChanged 3
		SP:Iteration 27Q (60808.720000 sec): 3 clusters
  Score: Raw -247859.996672 + Penalty 2487.848041 = -245372.148632
  nChanged 4
		SP:Iteration 28Q (60808.920000 sec): 3 clusters
  Score: Raw -247863.480671 + Penalty 2487.848041 = -245375.632630
  nChanged 5
		SP:Iteration 29Q (60809.090000 sec): 3 clusters
  Score: Raw -247866.587895 + Penalty 2487.848041 = -245378.739855
  nChanged 6
		SP:Iteration 30Q (60809.290000 sec): 3 clusters
  Score: Raw -247869.642087 + Penalty 2487.848041 = -245381.794046
  nChanged 4
		SP:Iteration 31Q (60809.440000 sec): 3 clusters
  Score: Raw -247872.095640 + Penalty 2487.848041 = -245384.247600
  nChanged 5
		SP:Iteration 32Q (60809.630000 sec): 3 clusters
  Score: Raw -247874.882448 + Penalty 2487.848041 = -245387.034408
  nChanged 8
		SP:Iteration 33Q (60809.810000 sec): 3 clusters
  Score: Raw -247878.729736 + Penalty 2487.848041 = -245390.881696
  nChanged 9
		SP:Iteration 34Q (60810.000000 sec): 3 clusters
  Score: Raw -247887.078354 + Penalty 2487.848041 = -245399.230314
  nChanged 11
		SP:Iteration 35Q (60810.180000 sec): 3 clusters
  Score: Raw -247894.362197 + Penalty 2487.848041 = -245406.514157
  nChanged 11
		SP:Iteration 36Q (60810.350000 sec): 3 clusters
  Score: Raw -247900.836321 + Penalty 2487.848041 = -245412.988280
  nChanged 10
		SP:Iteration 37Q (60810.550000 sec): 3 clusters
  Score: Raw -247908.419790 + Penalty 2487.848041 = -245420.571749
  nChanged 6
		SP:Iteration 38Q (60810.780000 sec): 3 clusters
  Score: Raw -247911.666771 + Penalty 2487.848041 = -245423.818730
  nChanged 2
		SP:Iteration 39Q (60810.960000 sec): 3 clusters
  Score: Raw -247912.203768 + Penalty 2487.848041 = -245424.355728
  nChanged 2
		SP:Iteration 40F (60811.150000 sec): 3 clusters
  Score: Raw -247912.829209 + Penalty 2487.848041 = -245424.981168
  nChanged 2
		SP:Iteration 41Q (60811.290000 sec): 3 clusters
  Score: Raw -247913.441731 + Penalty 2487.848041 = -245425.593691
  nChanged 2
		SP:Iteration 42Q (60811.460000 sec): 3 clusters
  Score: Raw -247914.057207 + Penalty 2487.848041 = -245426.209166
  nChanged 0
		SP:Iteration 43F (60811.640000 sec): 3 clusters
  Score: Raw -247914.057207 + Penalty 2487.848041 = -245426.209166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 78 (15142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60811.800000 sec): 2 clusters
  Score: Raw -1795262.270323 + Penalty 1564.099488 = -1793698.170835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60812.060000 sec): 3 clusters
  Score: Raw -1786284.373680 + Penalty 3128.198976 = -1783156.174704
  nChanged 6748
		SP:Iteration 1F (60812.310000 sec): 3 clusters
  Score: Raw -1789996.227050 + Penalty 3128.198976 = -1786868.028074
  nChanged 822
		SP:Iteration 2F (60812.560000 sec): 3 clusters
  Score: Raw -1790301.752822 + Penalty 3128.198976 = -1787173.553846
  nChanged 702
		SP:Iteration 3Q (60812.770000 sec): 3 clusters
  Score: Raw -1790551.309610 + Penalty 3128.198976 = -1787423.110634
  nChanged 634
		SP:Iteration 4Q (60813.010000 sec): 3 clusters
  Score: Raw -1790821.679167 + Penalty 3128.198976 = -1787693.480190
  nChanged 654
		SP:Iteration 5Q (60813.290000 sec): 3 clusters
  Score: Raw -1791120.438535 + Penalty 3128.198976 = -1787992.239559
  nChanged 694
		SP:Iteration 6Q (60813.570000 sec): 3 clusters
  Score: Raw -1791519.552335 + Penalty 3128.198976 = -1788391.353359
  nChanged 778
		SP:Iteration 7F (60813.800000 sec): 3 clusters
  Score: Raw -1792032.918448 + Penalty 3128.198976 = -1788904.719472
  nChanged 806
		SP:Iteration 8F (60814.040000 sec): 3 clusters
  Score: Raw -1792638.920684 + Penalty 3128.198976 = -1789510.721707
  nChanged 829
		SP:Iteration 9F (60814.290000 sec): 3 clusters
  Score: Raw -1793299.698584 + Penalty 3128.198976 = -1790171.499608
  nChanged 775
		SP:Iteration 10F (60814.490000 sec): 3 clusters
  Score: Raw -1793939.086164 + Penalty 3128.198976 = -1790810.887188
  nChanged 659
		SP:Iteration 11Q (60814.780000 sec): 3 clusters
  Score: Raw -1794487.653254 + Penalty 3128.198976 = -1791359.454278
  nChanged 459
		SP:Iteration 12Q (60815.010000 sec): 3 clusters
  Score: Raw -1794862.482913 + Penalty 3128.198976 = -1791734.283937
  nChanged 283
		SP:Iteration 13Q (60815.230000 sec): 3 clusters
  Score: Raw -1795081.546259 + Penalty 3128.198976 = -1791953.347283
  nChanged 191
		SP:Iteration 14Q (60815.470000 sec): 3 clusters
  Score: Raw -1795216.761234 + Penalty 3128.198976 = -1792088.562258
  nChanged 133
		SP:Iteration 15Q (60815.720000 sec): 3 clusters
  Score: Raw -1795306.437566 + Penalty 3128.198976 = -1792178.238590
  nChanged 97
		SP:Iteration 16Q (60815.960000 sec): 3 clusters
  Score: Raw -1795377.930339 + Penalty 3128.198976 = -1792249.731363
  nChanged 73
		SP:Iteration 17Q (60816.220000 sec): 3 clusters
  Score: Raw -1795426.746604 + Penalty 3128.198976 = -1792298.547628
  nChanged 44
		SP:Iteration 18Q (60816.410000 sec): 3 clusters
  Score: Raw -1795455.768095 + Penalty 3128.198976 = -1792327.569119
  nChanged 39
		SP:Iteration 19Q (60816.670000 sec): 3 clusters
  Score: Raw -1795479.380970 + Penalty 3128.198976 = -1792351.181994
  nChanged 32
		SP:Iteration 20F (60816.910000 sec): 3 clusters
  Score: Raw -1795498.968737 + Penalty 3128.198976 = -1792370.769761
  nChanged 25
		SP:Iteration 21Q (60817.150000 sec): 3 clusters
  Score: Raw -1795512.882561 + Penalty 3128.198976 = -1792384.683585
  nChanged 15
		SP:Iteration 22Q (60817.370000 sec): 3 clusters
  Score: Raw -1795522.011427 + Penalty 3128.198976 = -1792393.812451
  nChanged 14
		SP:Iteration 23Q (60817.620000 sec): 3 clusters
  Score: Raw -1795531.173939 + Penalty 3128.198976 = -1792402.974963
  nChanged 9
		SP:Iteration 24Q (60817.880000 sec): 3 clusters
  Score: Raw -1795536.826401 + Penalty 3128.198976 = -1792408.627425
  nChanged 9
		SP:Iteration 25Q (60818.080000 sec): 3 clusters
  Score: Raw -1795541.477931 + Penalty 3128.198976 = -1792413.278955
  nChanged 4
		SP:Iteration 26Q (60818.350000 sec): 3 clusters
  Score: Raw -1795543.116984 + Penalty 3128.198976 = -1792414.918008
  nChanged 2
		SP:Iteration 27Q (60818.590000 sec): 3 clusters
  Score: Raw -1795543.740790 + Penalty 3128.198976 = -1792415.541813
  nChanged 1
		SP:Iteration 28Q (60818.820000 sec): 3 clusters
  Score: Raw -1795544.041358 + Penalty 3128.198976 = -1792415.842382
  nChanged 0
		SP:Iteration 29F (60819.120000 sec): 3 clusters
  Score: Raw -1795544.041358 + Penalty 3128.198976 = -1792415.842382
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 79 (4010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60819.200000 sec): 2 clusters
  Score: Raw -469902.690282 + Penalty 1348.188810 = -468554.501473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60819.440000 sec): 3 clusters
  Score: Raw -467876.049672 + Penalty 2696.377619 = -465179.672053
  nChanged 1553
		SP:Iteration 1F (60819.600000 sec): 3 clusters
  Score: Raw -468749.092057 + Penalty 2696.377619 = -466052.714438
  nChanged 360
		SP:Iteration 2F (60819.760000 sec): 3 clusters
  Score: Raw -469054.423706 + Penalty 2696.377619 = -466358.046087
  nChanged 307
		SP:Iteration 3F (60819.940000 sec): 3 clusters
  Score: Raw -469298.598374 + Penalty 2696.377619 = -466602.220755
  nChanged 245
		SP:Iteration 4F (60820.110000 sec): 3 clusters
  Score: Raw -469516.163124 + Penalty 2696.377619 = -466819.785505
  nChanged 198
		SP:Iteration 5Q (60820.320000 sec): 3 clusters
  Score: Raw -469688.115862 + Penalty 2696.377619 = -466991.738243
  nChanged 177
		SP:Iteration 6Q (60820.480000 sec): 3 clusters
  Score: Raw -469835.575824 + Penalty 2696.377619 = -467139.198204
  nChanged 163
		SP:Iteration 7Q (60820.640000 sec): 3 clusters
  Score: Raw -469983.678007 + Penalty 2696.377619 = -467287.300388
  nChanged 160
		SP:Iteration 8Q (60820.840000 sec): 3 clusters
  Score: Raw -470124.064549 + Penalty 2696.377619 = -467427.686930
  nChanged 170
		SP:Iteration 9Q (60820.990000 sec): 3 clusters
  Score: Raw -470255.774411 + Penalty 2696.377619 = -467559.396792
  nChanged 124
		SP:Iteration 10Q (60821.180000 sec): 3 clusters
  Score: Raw -470344.709942 + Penalty 2696.377619 = -467648.332323
  nChanged 95
		SP:Iteration 11Q (60821.400000 sec): 3 clusters
  Score: Raw -470405.027415 + Penalty 2696.377619 = -467708.649796
  nChanged 72
		SP:Iteration 12Q (60821.560000 sec): 3 clusters
  Score: Raw -470444.405490 + Penalty 2696.377619 = -467748.027871
  nChanged 73
		SP:Iteration 13Q (60821.760000 sec): 3 clusters
  Score: Raw -470498.384192 + Penalty 2696.377619 = -467802.006572
  nChanged 64
		SP:Iteration 14Q (60821.960000 sec): 3 clusters
  Score: Raw -470550.590094 + Penalty 2696.377619 = -467854.212475
  nChanged 78
		SP:Iteration 15Q (60822.120000 sec): 3 clusters
  Score: Raw -470618.397569 + Penalty 2696.377619 = -467922.019950
  nChanged 66
		SP:Iteration 16Q (60822.310000 sec): 3 clusters
  Score: Raw -470679.335976 + Penalty 2696.377619 = -467982.958357
  nChanged 62
		SP:Iteration 17Q (60822.480000 sec): 3 clusters
  Score: Raw -470731.133475 + Penalty 2696.377619 = -468034.755856
  nChanged 61
		SP:Iteration 18Q (60822.680000 sec): 3 clusters
  Score: Raw -470785.702724 + Penalty 2696.377619 = -468089.325105
  nChanged 73
		SP:Iteration 19Q (60822.900000 sec): 3 clusters
  Score: Raw -470838.076975 + Penalty 2696.377619 = -468141.699356
  nChanged 61
		SP:Iteration 20F (60823.080000 sec): 3 clusters
  Score: Raw -470879.892111 + Penalty 2696.377619 = -468183.514491
  nChanged 58
		SP:Iteration 21Q (60823.240000 sec): 3 clusters
  Score: Raw -470917.862153 + Penalty 2696.377619 = -468221.484534
  nChanged 46
		SP:Iteration 22Q (60823.450000 sec): 3 clusters
  Score: Raw -470945.438736 + Penalty 2696.377619 = -468249.061117
  nChanged 46
		SP:Iteration 23Q (60823.600000 sec): 3 clusters
  Score: Raw -470969.039286 + Penalty 2696.377619 = -468272.661666
  nChanged 40
		SP:Iteration 24Q (60823.810000 sec): 3 clusters
  Score: Raw -470989.249143 + Penalty 2696.377619 = -468292.871524
  nChanged 33
		SP:Iteration 25Q (60823.970000 sec): 3 clusters
  Score: Raw -471002.503037 + Penalty 2696.377619 = -468306.125418
  nChanged 21
		SP:Iteration 26Q (60824.170000 sec): 3 clusters
  Score: Raw -471009.269404 + Penalty 2696.377619 = -468312.891785
  nChanged 13
		SP:Iteration 27Q (60824.330000 sec): 3 clusters
  Score: Raw -471014.093497 + Penalty 2696.377619 = -468317.715877
  nChanged 11
		SP:Iteration 28Q (60824.530000 sec): 3 clusters
  Score: Raw -471017.564465 + Penalty 2696.377619 = -468321.186846
  nChanged 8
		SP:Iteration 29Q (60824.710000 sec): 3 clusters
  Score: Raw -471019.869540 + Penalty 2696.377619 = -468323.491921
  nChanged 9
		SP:Iteration 30Q (60824.900000 sec): 3 clusters
  Score: Raw -471023.349754 + Penalty 2696.377619 = -468326.972135
  nChanged 7
		SP:Iteration 31Q (60825.090000 sec): 3 clusters
  Score: Raw -471025.968994 + Penalty 2696.377619 = -468329.591375
  nChanged 9
		SP:Iteration 32Q (60825.280000 sec): 3 clusters
  Score: Raw -471028.472578 + Penalty 2696.377619 = -468332.094959
  nChanged 1
		SP:Iteration 33Q (60825.450000 sec): 3 clusters
  Score: Raw -471028.730401 + Penalty 2696.377619 = -468332.352782
  nChanged 1
		SP:Iteration 34Q (60825.670000 sec): 3 clusters
  Score: Raw -471028.913245 + Penalty 2696.377619 = -468332.535626
  nChanged 1
		SP:Iteration 35Q (60825.860000 sec): 3 clusters
  Score: Raw -471029.072576 + Penalty 2696.377619 = -468332.694957
  nChanged 2
		SP:Iteration 36Q (60825.990000 sec): 3 clusters
  Score: Raw -471029.469077 + Penalty 2696.377619 = -468333.091458
  nChanged 4
		SP:Iteration 37Q (60826.220000 sec): 3 clusters
  Score: Raw -471030.482913 + Penalty 2696.377619 = -468334.105294
  nChanged 3
		SP:Iteration 38Q (60826.400000 sec): 3 clusters
  Score: Raw -471031.718070 + Penalty 2696.377619 = -468335.340451
  nChanged 3
		SP:Iteration 39Q (60826.600000 sec): 3 clusters
  Score: Raw -471032.520914 + Penalty 2696.377619 = -468336.143295
  nChanged 2
		SP:Iteration 40F (60826.750000 sec): 3 clusters
  Score: Raw -471032.988358 + Penalty 2696.377619 = -468336.610738
  nChanged 3
		SP:Iteration 41Q (60826.960000 sec): 3 clusters
  Score: Raw -471033.764878 + Penalty 2696.377619 = -468337.387259
  nChanged 6
		SP:Iteration 42Q (60827.140000 sec): 3 clusters
  Score: Raw -471036.783335 + Penalty 2696.377619 = -468340.405716
  nChanged 10
		SP:Iteration 43Q (60827.340000 sec): 3 clusters
  Score: Raw -471039.509745 + Penalty 2696.377619 = -468343.132126
  nChanged 3
		SP:Iteration 44Q (60827.560000 sec): 3 clusters
  Score: Raw -471040.839338 + Penalty 2696.377619 = -468344.461719
  nChanged 8
		SP:Iteration 45Q (60827.710000 sec): 3 clusters
  Score: Raw -471043.911081 + Penalty 2696.377619 = -468347.533462
  nChanged 9
		SP:Iteration 46Q (60827.900000 sec): 3 clusters
  Score: Raw -471046.292369 + Penalty 2696.377619 = -468349.914750
  nChanged 4
		SP:Iteration 47Q (60828.120000 sec): 3 clusters
  Score: Raw -471047.500186 + Penalty 2696.377619 = -468351.122566
  nChanged 3
		SP:Iteration 48Q (60828.300000 sec): 3 clusters
  Score: Raw -471048.559675 + Penalty 2696.377619 = -468352.182056
  nChanged 3
		SP:Iteration 49Q (60828.510000 sec): 3 clusters
  Score: Raw -471049.405358 + Penalty 2696.377619 = -468353.027738
  nChanged 4
		SP:Iteration 50Q (60828.670000 sec): 3 clusters
  Score: Raw -471050.150443 + Penalty 2696.377619 = -468353.772824
  nChanged 1
		SP:Iteration 51Q (60828.840000 sec): 3 clusters
  Score: Raw -471050.400751 + Penalty 2696.377619 = -468354.023132
  nChanged 1
		SP:Iteration 52Q (60829.020000 sec): 3 clusters
  Score: Raw -471050.602437 + Penalty 2696.377619 = -468354.224818
  nChanged 3
		SP:Iteration 53Q (60829.180000 sec): 3 clusters
  Score: Raw -471051.049728 + Penalty 2696.377619 = -468354.672109
  nChanged 5
		SP:Iteration 54Q (60829.370000 sec): 3 clusters
  Score: Raw -471052.128001 + Penalty 2696.377619 = -468355.750382
  nChanged 6
		SP:Iteration 55Q (60829.560000 sec): 3 clusters
  Score: Raw -471053.818849 + Penalty 2696.377619 = -468357.441230
  nChanged 6
		SP:Iteration 56Q (60829.750000 sec): 3 clusters
  Score: Raw -471056.194179 + Penalty 2696.377619 = -468359.816560
  nChanged 6
		SP:Iteration 57Q (60829.890000 sec): 3 clusters
  Score: Raw -471058.378211 + Penalty 2696.377619 = -468362.000591
  nChanged 7
		SP:Iteration 58Q (60830.090000 sec): 3 clusters
  Score: Raw -471060.479289 + Penalty 2696.377619 = -468364.101670
  nChanged 6
		SP:Iteration 59Q (60830.330000 sec): 3 clusters
  Score: Raw -471062.618183 + Penalty 2696.377619 = -468366.240564
  nChanged 6
		SP:Iteration 60F (60830.490000 sec): 3 clusters
  Score: Raw -471064.822838 + Penalty 2696.377619 = -468368.445219
  nChanged 7
		SP:Iteration 61Q (60830.670000 sec): 3 clusters
  Score: Raw -471068.044519 + Penalty 2696.377619 = -468371.666900
  nChanged 9
		SP:Iteration 62Q (60830.820000 sec): 3 clusters
  Score: Raw -471070.925001 + Penalty 2696.377619 = -468374.547382
  nChanged 7
		SP:Iteration 63Q (60831.010000 sec): 3 clusters
  Score: Raw -471073.011330 + Penalty 2696.377619 = -468376.633711
  nChanged 6
		SP:Iteration 64Q (60831.200000 sec): 3 clusters
  Score: Raw -471074.434035 + Penalty 2696.377619 = -468378.056416
  nChanged 9
		SP:Iteration 65Q (60831.380000 sec): 3 clusters
  Score: Raw -471077.767495 + Penalty 2696.377619 = -468381.389876
  nChanged 6
		SP:Iteration 66Q (60831.570000 sec): 3 clusters
  Score: Raw -471080.636050 + Penalty 2696.377619 = -468384.258431
  nChanged 8
		SP:Iteration 67Q (60831.770000 sec): 3 clusters
  Score: Raw -471083.087643 + Penalty 2696.377619 = -468386.710024
  nChanged 10
		SP:Iteration 68Q (60831.950000 sec): 3 clusters
  Score: Raw -471085.818973 + Penalty 2696.377619 = -468389.441354
  nChanged 6
		SP:Iteration 69Q (60832.120000 sec): 3 clusters
  Score: Raw -471087.131492 + Penalty 2696.377619 = -468390.753872
  nChanged 4
		SP:Iteration 70Q (60832.270000 sec): 3 clusters
  Score: Raw -471087.634783 + Penalty 2696.377619 = -468391.257163
  nChanged 0
		SP:Iteration 71F (60832.450000 sec): 3 clusters
  Score: Raw -471087.634783 + Penalty 2696.377619 = -468391.257163
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 80 (3863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60832.590000 sec): 2 clusters
  Score: Raw -446706.260239 + Penalty 1342.119896 = -445364.140343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60832.800000 sec): 3 clusters
  Score: Raw -444805.524717 + Penalty 2684.239793 = -442121.284924
  nChanged 1511
		SP:Iteration 1F (60832.970000 sec): 3 clusters
  Score: Raw -445770.258220 + Penalty 2684.239793 = -443086.018428
  nChanged 347
		SP:Iteration 2F (60833.150000 sec): 3 clusters
  Score: Raw -446060.377782 + Penalty 2684.239793 = -443376.137989
  nChanged 281
		SP:Iteration 3F (60833.370000 sec): 3 clusters
  Score: Raw -446294.691157 + Penalty 2684.239793 = -443610.451364
  nChanged 244
		SP:Iteration 4F (60833.510000 sec): 3 clusters
  Score: Raw -446478.738577 + Penalty 2684.239793 = -443794.498784
  nChanged 187
		SP:Iteration 5Q (60833.690000 sec): 3 clusters
  Score: Raw -446613.646670 + Penalty 2684.239793 = -443929.406877
  nChanged 165
		SP:Iteration 6Q (60833.890000 sec): 3 clusters
  Score: Raw -446748.619068 + Penalty 2684.239793 = -444064.379275
  nChanged 149
		SP:Iteration 7Q (60834.060000 sec): 3 clusters
  Score: Raw -446890.275597 + Penalty 2684.239793 = -444206.035804
  nChanged 149
		SP:Iteration 8Q (60834.220000 sec): 3 clusters
  Score: Raw -447014.893541 + Penalty 2684.239793 = -444330.653748
  nChanged 126
		SP:Iteration 9Q (60834.400000 sec): 3 clusters
  Score: Raw -447117.170688 + Penalty 2684.239793 = -444432.930895
  nChanged 103
		SP:Iteration 10Q (60834.590000 sec): 3 clusters
  Score: Raw -447203.798403 + Penalty 2684.239793 = -444519.558610
  nChanged 90
		SP:Iteration 11Q (60834.790000 sec): 3 clusters
  Score: Raw -447300.750409 + Penalty 2684.239793 = -444616.510616
  nChanged 87
		SP:Iteration 12Q (60834.950000 sec): 3 clusters
  Score: Raw -447368.849812 + Penalty 2684.239793 = -444684.610019
  nChanged 75
		SP:Iteration 13Q (60835.170000 sec): 3 clusters
  Score: Raw -447420.022368 + Penalty 2684.239793 = -444735.782575
  nChanged 74
		SP:Iteration 14Q (60835.330000 sec): 3 clusters
  Score: Raw -447473.106577 + Penalty 2684.239793 = -444788.866784
  nChanged 72
		SP:Iteration 15Q (60835.530000 sec): 3 clusters
  Score: Raw -447511.984167 + Penalty 2684.239793 = -444827.744374
  nChanged 53
		SP:Iteration 16Q (60835.690000 sec): 3 clusters
  Score: Raw -447538.876148 + Penalty 2684.239793 = -444854.636355
  nChanged 47
		SP:Iteration 17Q (60835.860000 sec): 3 clusters
  Score: Raw -447557.734516 + Penalty 2684.239793 = -444873.494723
  nChanged 34
		SP:Iteration 18Q (60836.060000 sec): 3 clusters
  Score: Raw -447570.735688 + Penalty 2684.239793 = -444886.495895
  nChanged 24
		SP:Iteration 19Q (60836.230000 sec): 3 clusters
  Score: Raw -447579.794629 + Penalty 2684.239793 = -444895.554837
  nChanged 17
		SP:Iteration 20F (60836.430000 sec): 3 clusters
  Score: Raw -447585.719930 + Penalty 2684.239793 = -444901.480137
  nChanged 16
		SP:Iteration 21Q (60836.660000 sec): 3 clusters
  Score: Raw -447592.702561 + Penalty 2684.239793 = -444908.462768
  nChanged 17
		SP:Iteration 22Q (60836.810000 sec): 3 clusters
  Score: Raw -447599.012108 + Penalty 2684.239793 = -444914.772315
  nChanged 12
		SP:Iteration 23Q (60837.000000 sec): 3 clusters
  Score: Raw -447603.289377 + Penalty 2684.239793 = -444919.049584
  nChanged 12
		SP:Iteration 24Q (60837.210000 sec): 3 clusters
  Score: Raw -447607.878398 + Penalty 2684.239793 = -444923.638605
  nChanged 16
		SP:Iteration 25Q (60837.400000 sec): 3 clusters
  Score: Raw -447612.630570 + Penalty 2684.239793 = -444928.390777
  nChanged 13
		SP:Iteration 26Q (60837.550000 sec): 3 clusters
  Score: Raw -447618.120778 + Penalty 2684.239793 = -444933.880985
  nChanged 16
		SP:Iteration 27Q (60837.720000 sec): 3 clusters
  Score: Raw -447623.116760 + Penalty 2684.239793 = -444938.876967
  nChanged 12
		SP:Iteration 28Q (60837.890000 sec): 3 clusters
  Score: Raw -447626.473097 + Penalty 2684.239793 = -444942.233304
  nChanged 12
		SP:Iteration 29Q (60838.050000 sec): 3 clusters
  Score: Raw -447630.604864 + Penalty 2684.239793 = -444946.365071
  nChanged 14
		SP:Iteration 30Q (60838.270000 sec): 3 clusters
  Score: Raw -447634.188632 + Penalty 2684.239793 = -444949.948840
  nChanged 11
		SP:Iteration 31Q (60838.470000 sec): 3 clusters
  Score: Raw -447636.855209 + Penalty 2684.239793 = -444952.615416
  nChanged 11
		SP:Iteration 32Q (60838.660000 sec): 3 clusters
  Score: Raw -447639.460381 + Penalty 2684.239793 = -444955.220588
  nChanged 7
		SP:Iteration 33Q (60838.830000 sec): 3 clusters
  Score: Raw -447641.408731 + Penalty 2684.239793 = -444957.168938
  nChanged 6
		SP:Iteration 34Q (60839.010000 sec): 3 clusters
  Score: Raw -447643.247778 + Penalty 2684.239793 = -444959.007986
  nChanged 3
		SP:Iteration 35Q (60839.190000 sec): 3 clusters
  Score: Raw -447644.023762 + Penalty 2684.239793 = -444959.783969
  nChanged 6
		SP:Iteration 36Q (60839.370000 sec): 3 clusters
  Score: Raw -447644.920768 + Penalty 2684.239793 = -444960.680975
  nChanged 0
		SP:Iteration 37F (60839.540000 sec): 3 clusters
  Score: Raw -447644.920768 + Penalty 2684.239793 = -444960.680975
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 81 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60839.660000 sec): 2 clusters
  Score: Raw -13523.205149 + Penalty 781.979958 = -12741.225191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60839.790000 sec): 3 clusters
  Score: Raw -13693.713014 + Penalty 1563.959915 = -12129.753098
  nChanged 10
		SP:Iteration 1F (60839.960000 sec): 3 clusters
  Score: Raw -13741.527041 + Penalty 1563.959915 = -12177.567126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 82 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60840.060000 sec): 2 clusters
  Score: Raw -59425.321585 + Penalty 1015.306967 = -58410.014617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60840.220000 sec): 3 clusters
  Score: Raw -59357.056775 + Penalty 2030.613934 = -57326.442841
  nChanged 130
		SP:Iteration 1F (60840.390000 sec): 3 clusters
  Score: Raw -59545.281352 + Penalty 2030.613934 = -57514.667418
  nChanged 28
		SP:Iteration 2F (60840.540000 sec): 3 clusters
  Score: Raw -59595.544575 + Penalty 2030.613934 = -57564.930641
  nChanged 17
		SP:Iteration 3Q (60840.720000 sec): 3 clusters
  Score: Raw -59619.201820 + Penalty 2030.613934 = -57588.587886
  nChanged 11
		SP:Iteration 4Q (60840.890000 sec): 3 clusters
  Score: Raw -59639.942374 + Penalty 2030.613934 = -57609.328440
  nChanged 9
		SP:Iteration 5Q (60841.080000 sec): 3 clusters
  Score: Raw -59659.659547 + Penalty 2030.613934 = -57629.045613
  nChanged 8
		SP:Iteration 6Q (60841.260000 sec): 3 clusters
  Score: Raw -59673.691848 + Penalty 2030.613934 = -57643.077914
  nChanged 8
		SP:Iteration 7Q (60841.480000 sec): 3 clusters
  Score: Raw -59685.535233 + Penalty 2030.613934 = -57654.921299
  nChanged 3
		SP:Iteration 8Q (60841.640000 sec): 3 clusters
  Score: Raw -59689.117942 + Penalty 2030.613934 = -57658.504008
  nChanged 1
		SP:Iteration 9Q (60841.780000 sec): 3 clusters
  Score: Raw -59691.037564 + Penalty 2030.613934 = -57660.423629
  nChanged 1
		SP:Iteration 10Q (60841.920000 sec): 3 clusters
  Score: Raw -59692.396368 + Penalty 2030.613934 = -57661.782433
  nChanged 2
		SP:Iteration 11Q (60842.130000 sec): 3 clusters
  Score: Raw -59694.579404 + Penalty 2030.613934 = -57663.965470
  nChanged 1
		SP:Iteration 12Q (60842.290000 sec): 3 clusters
  Score: Raw -59695.311126 + Penalty 2030.613934 = -57664.697192
  nChanged 0
		SP:Iteration 13F (60842.480000 sec): 3 clusters
  Score: Raw -59695.311126 + Penalty 2030.613934 = -57664.697192
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 83 (3266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60842.600000 sec): 2 clusters
  Score: Raw -376131.536256 + Penalty 1314.839707 = -374816.696549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60842.780000 sec): 3 clusters
  Score: Raw -374590.145242 + Penalty 2629.679414 = -371960.465828
  nChanged 1254
		SP:Iteration 1F (60843.000000 sec): 3 clusters
  Score: Raw -375457.717536 + Penalty 2629.679414 = -372828.038122
  nChanged 338
		SP:Iteration 2F (60843.180000 sec): 3 clusters
  Score: Raw -375826.027200 + Penalty 2629.679414 = -373196.347787
  nChanged 313
		SP:Iteration 3F (60843.360000 sec): 3 clusters
  Score: Raw -376231.467564 + Penalty 2629.679414 = -373601.788150
  nChanged 260
		SP:Iteration 4F (60843.530000 sec): 3 clusters
  Score: Raw -376591.735854 + Penalty 2629.679414 = -373962.056440
  nChanged 207
		SP:Iteration 5F (60843.750000 sec): 3 clusters
  Score: Raw -376831.984581 + Penalty 2629.679414 = -374202.305167
  nChanged 148
		SP:Iteration 6Q (60843.920000 sec): 3 clusters
  Score: Raw -376951.281455 + Penalty 2629.679414 = -374321.602041
  nChanged 97
		SP:Iteration 7Q (60844.080000 sec): 3 clusters
  Score: Raw -377014.335690 + Penalty 2629.679414 = -374384.656276
  nChanged 62
		SP:Iteration 8Q (60844.280000 sec): 3 clusters
  Score: Raw -377049.124219 + Penalty 2629.679414 = -374419.444805
  nChanged 39
		SP:Iteration 9Q (60844.480000 sec): 3 clusters
  Score: Raw -377070.043570 + Penalty 2629.679414 = -374440.364156
  nChanged 26
		SP:Iteration 10Q (60844.620000 sec): 3 clusters
  Score: Raw -377082.312264 + Penalty 2629.679414 = -374452.632851
  nChanged 30
		SP:Iteration 11Q (60844.840000 sec): 3 clusters
  Score: Raw -377094.382505 + Penalty 2629.679414 = -374464.703091
  nChanged 27
		SP:Iteration 12Q (60845.000000 sec): 3 clusters
  Score: Raw -377104.604779 + Penalty 2629.679414 = -374474.925365
  nChanged 25
		SP:Iteration 13Q (60845.200000 sec): 3 clusters
  Score: Raw -377113.568583 + Penalty 2629.679414 = -374483.889169
  nChanged 22
		SP:Iteration 14Q (60845.400000 sec): 3 clusters
  Score: Raw -377122.551582 + Penalty 2629.679414 = -374492.872168
  nChanged 16
		SP:Iteration 15Q (60845.600000 sec): 3 clusters
  Score: Raw -377128.630038 + Penalty 2629.679414 = -374498.950624
  nChanged 15
		SP:Iteration 16Q (60845.790000 sec): 3 clusters
  Score: Raw -377134.134525 + Penalty 2629.679414 = -374504.455111
  nChanged 14
		SP:Iteration 17Q (60845.960000 sec): 3 clusters
  Score: Raw -377138.835446 + Penalty 2629.679414 = -374509.156032
  nChanged 11
		SP:Iteration 18Q (60846.150000 sec): 3 clusters
  Score: Raw -377142.696366 + Penalty 2629.679414 = -374513.016953
  nChanged 5
		SP:Iteration 19Q (60846.380000 sec): 3 clusters
  Score: Raw -377144.306707 + Penalty 2629.679414 = -374514.627293
  nChanged 5
		SP:Iteration 20F (60846.540000 sec): 3 clusters
  Score: Raw -377146.905425 + Penalty 2629.679414 = -374517.226011
  nChanged 4
		SP:Iteration 21Q (60846.730000 sec): 3 clusters
  Score: Raw -377148.037641 + Penalty 2629.679414 = -374518.358228
  nChanged 5
		SP:Iteration 22Q (60846.910000 sec): 3 clusters
  Score: Raw -377150.615924 + Penalty 2629.679414 = -374520.936510
  nChanged 8
		SP:Iteration 23Q (60847.060000 sec): 3 clusters
  Score: Raw -377154.022844 + Penalty 2629.679414 = -374524.343430
  nChanged 10
		SP:Iteration 24Q (60847.210000 sec): 3 clusters
  Score: Raw -377157.413653 + Penalty 2629.679414 = -374527.734239
  nChanged 9
		SP:Iteration 25Q (60847.370000 sec): 3 clusters
  Score: Raw -377159.596678 + Penalty 2629.679414 = -374529.917264
  nChanged 5
		SP:Iteration 26Q (60847.590000 sec): 3 clusters
  Score: Raw -377161.225958 + Penalty 2629.679414 = -374531.546544
  nChanged 3
		SP:Iteration 27Q (60847.790000 sec): 3 clusters
  Score: Raw -377161.906729 + Penalty 2629.679414 = -374532.227315
  nChanged 1
		SP:Iteration 28Q (60847.940000 sec): 3 clusters
  Score: Raw -377162.179872 + Penalty 2629.679414 = -374532.500459
  nChanged 0
		SP:Iteration 29F (60848.130000 sec): 3 clusters
  Score: Raw -377162.179872 + Penalty 2629.679414 = -374532.500459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 84 (1099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60848.280000 sec): 2 clusters
  Score: Raw -114740.056802 + Penalty 1137.850343 = -113602.206460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60848.420000 sec): 3 clusters
  Score: Raw -114431.211422 + Penalty 2275.700685 = -112155.510737
  nChanged 323
		SP:Iteration 1F (60848.580000 sec): 3 clusters
  Score: Raw -114762.735642 + Penalty 2275.700685 = -112487.034957
  nChanged 86
		SP:Iteration 2F (60848.800000 sec): 3 clusters
  Score: Raw -114917.920780 + Penalty 2275.700685 = -112642.220094
  nChanged 67
		SP:Iteration 3F (60848.940000 sec): 3 clusters
  Score: Raw -115021.222258 + Penalty 2275.700685 = -112745.521573
  nChanged 57
		SP:Iteration 4F (60849.130000 sec): 3 clusters
  Score: Raw -115111.122307 + Penalty 2275.700685 = -112835.421622
  nChanged 36
		SP:Iteration 5Q (60849.280000 sec): 3 clusters
  Score: Raw -115170.953860 + Penalty 2275.700685 = -112895.253174
  nChanged 29
		SP:Iteration 6Q (60849.470000 sec): 3 clusters
  Score: Raw -115214.869761 + Penalty 2275.700685 = -112939.169076
  nChanged 31
		SP:Iteration 7Q (60849.600000 sec): 3 clusters
  Score: Raw -115259.436949 + Penalty 2275.700685 = -112983.736264
  nChanged 24
		SP:Iteration 8Q (60849.800000 sec): 3 clusters
  Score: Raw -115316.086947 + Penalty 2275.700685 = -113040.386262
  nChanged 32
		SP:Iteration 9Q (60849.990000 sec): 3 clusters
  Score: Raw -115396.933677 + Penalty 2275.700685 = -113121.232992
  nChanged 31
		SP:Iteration 10Q (60850.180000 sec): 3 clusters
  Score: Raw -115473.555057 + Penalty 2275.700685 = -113197.854371
  nChanged 25
		SP:Iteration 11Q (60850.340000 sec): 3 clusters
  Score: Raw -115558.774443 + Penalty 2275.700685 = -113283.073758
  nChanged 27
		SP:Iteration 12Q (60850.570000 sec): 3 clusters
  Score: Raw -115614.029737 + Penalty 2275.700685 = -113338.329052
  nChanged 17
		SP:Iteration 13Q (60850.750000 sec): 3 clusters
  Score: Raw -115638.528445 + Penalty 2275.700685 = -113362.827760
  nChanged 8
		SP:Iteration 14Q (60850.910000 sec): 3 clusters
  Score: Raw -115646.264218 + Penalty 2275.700685 = -113370.563533
  nChanged 4
		SP:Iteration 15Q (60851.080000 sec): 3 clusters
  Score: Raw -115649.264384 + Penalty 2275.700685 = -113373.563699
  nChanged 5
		SP:Iteration 16Q (60851.270000 sec): 3 clusters
  Score: Raw -115654.663318 + Penalty 2275.700685 = -113378.962633
  nChanged 2
		SP:Iteration 17Q (60851.440000 sec): 3 clusters
  Score: Raw -115657.107956 + Penalty 2275.700685 = -113381.407271
  nChanged 4
		SP:Iteration 18Q (60851.620000 sec): 3 clusters
  Score: Raw -115664.209044 + Penalty 2275.700685 = -113388.508359
  nChanged 5
		SP:Iteration 19Q (60851.780000 sec): 3 clusters
  Score: Raw -115671.013086 + Penalty 2275.700685 = -113395.312401
  nChanged 2
		SP:Iteration 20F (60851.990000 sec): 3 clusters
  Score: Raw -115674.466193 + Penalty 2275.700685 = -113398.765508
  nChanged 3
		SP:Iteration 21Q (60852.150000 sec): 3 clusters
  Score: Raw -115678.345733 + Penalty 2275.700685 = -113402.645048
  nChanged 2
		SP:Iteration 22Q (60852.320000 sec): 3 clusters
  Score: Raw -115681.876631 + Penalty 2275.700685 = -113406.175946
  nChanged 1
		SP:Iteration 23Q (60852.460000 sec): 3 clusters
  Score: Raw -115682.278312 + Penalty 2275.700685 = -113406.577626
  nChanged 1
		SP:Iteration 24Q (60852.640000 sec): 3 clusters
  Score: Raw -115682.974826 + Penalty 2275.700685 = -113407.274141
  nChanged 0
		SP:Iteration 25F (60852.820000 sec): 3 clusters
  Score: Raw -115682.974826 + Penalty 2275.700685 = -113407.274141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 85 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60852.930000 sec): 2 clusters
  Score: Raw -261472.938717 + Penalty 1250.264815 = -260222.673902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60853.110000 sec): 3 clusters
  Score: Raw -260550.272140 + Penalty 2500.529631 = -258049.742509
  nChanged 760
		SP:Iteration 1F (60853.290000 sec): 3 clusters
  Score: Raw -261048.797414 + Penalty 2500.529631 = -258548.267783
  nChanged 176
		SP:Iteration 2F (60853.470000 sec): 3 clusters
  Score: Raw -261185.753954 + Penalty 2500.529631 = -258685.224323
  nChanged 114
		SP:Iteration 3F (60853.650000 sec): 3 clusters
  Score: Raw -261266.673525 + Penalty 2500.529631 = -258766.143895
  nChanged 89
		SP:Iteration 4Q (60853.860000 sec): 3 clusters
  Score: Raw -261327.469441 + Penalty 2500.529631 = -258826.939810
  nChanged 63
		SP:Iteration 5Q (60854.040000 sec): 3 clusters
  Score: Raw -261367.750777 + Penalty 2500.529631 = -258867.221147
  nChanged 59
		SP:Iteration 6Q (60854.190000 sec): 3 clusters
  Score: Raw -261409.889445 + Penalty 2500.529631 = -258909.359814
  nChanged 52
		SP:Iteration 7Q (60854.380000 sec): 3 clusters
  Score: Raw -261444.787875 + Penalty 2500.529631 = -258944.258244
  nChanged 29
		SP:Iteration 8Q (60854.530000 sec): 3 clusters
  Score: Raw -261460.866290 + Penalty 2500.529631 = -258960.336659
  nChanged 21
		SP:Iteration 9Q (60854.770000 sec): 3 clusters
  Score: Raw -261472.562731 + Penalty 2500.529631 = -258972.033100
  nChanged 21
		SP:Iteration 10Q (60854.940000 sec): 3 clusters
  Score: Raw -261485.486716 + Penalty 2500.529631 = -258984.957085
  nChanged 16
		SP:Iteration 11Q (60855.090000 sec): 3 clusters
  Score: Raw -261493.315081 + Penalty 2500.529631 = -258992.785450
  nChanged 14
		SP:Iteration 12Q (60855.300000 sec): 3 clusters
  Score: Raw -261502.361335 + Penalty 2500.529631 = -259001.831704
  nChanged 11
		SP:Iteration 13Q (60855.460000 sec): 3 clusters
  Score: Raw -261508.269742 + Penalty 2500.529631 = -259007.740111
  nChanged 10
		SP:Iteration 14Q (60855.620000 sec): 3 clusters
  Score: Raw -261512.269550 + Penalty 2500.529631 = -259011.739919
  nChanged 8
		SP:Iteration 15Q (60855.770000 sec): 3 clusters
  Score: Raw -261515.231085 + Penalty 2500.529631 = -259014.701455
  nChanged 8
		SP:Iteration 16Q (60855.950000 sec): 3 clusters
  Score: Raw -261518.931080 + Penalty 2500.529631 = -259018.401449
  nChanged 3
		SP:Iteration 17Q (60856.130000 sec): 3 clusters
  Score: Raw -261520.082711 + Penalty 2500.529631 = -259019.553080
  nChanged 4
		SP:Iteration 18Q (60856.300000 sec): 3 clusters
  Score: Raw -261522.041097 + Penalty 2500.529631 = -259021.511466
  nChanged 4
		SP:Iteration 19Q (60856.520000 sec): 3 clusters
  Score: Raw -261523.428316 + Penalty 2500.529631 = -259022.898685
  nChanged 3
		SP:Iteration 20F (60856.680000 sec): 3 clusters
  Score: Raw -261524.518885 + Penalty 2500.529631 = -259023.989254
  nChanged 5
		SP:Iteration 21Q (60856.840000 sec): 3 clusters
  Score: Raw -261526.144830 + Penalty 2500.529631 = -259025.615199
  nChanged 1
		SP:Iteration 22Q (60857.020000 sec): 3 clusters
  Score: Raw -261526.465326 + Penalty 2500.529631 = -259025.935695
  nChanged 0
		SP:Iteration 23F (60857.190000 sec): 3 clusters
  Score: Raw -261526.465326 + Penalty 2500.529631 = -259025.935695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 86 (2689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60857.310000 sec): 2 clusters
  Score: Raw -310770.580250 + Penalty 1283.250257 = -309487.329994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60857.520000 sec): 3 clusters
  Score: Raw -309518.022921 + Penalty 2566.500513 = -306951.522408
  nChanged 1000
		SP:Iteration 1F (60857.680000 sec): 3 clusters
  Score: Raw -310147.547985 + Penalty 2566.500513 = -307581.047471
  nChanged 192
		SP:Iteration 2F (60857.840000 sec): 3 clusters
  Score: Raw -310293.843063 + Penalty 2566.500513 = -307727.342550
  nChanged 142
		SP:Iteration 3F (60858.030000 sec): 3 clusters
  Score: Raw -310397.151675 + Penalty 2566.500513 = -307830.651162
  nChanged 129
		SP:Iteration 4Q (60858.220000 sec): 3 clusters
  Score: Raw -310486.008451 + Penalty 2566.500513 = -307919.507938
  nChanged 108
		SP:Iteration 5Q (60858.380000 sec): 3 clusters
  Score: Raw -310577.908534 + Penalty 2566.500513 = -308011.408021
  nChanged 117
		SP:Iteration 6Q (60858.530000 sec): 3 clusters
  Score: Raw -310683.522964 + Penalty 2566.500513 = -308117.022451
  nChanged 125
		SP:Iteration 7Q (60858.730000 sec): 3 clusters
  Score: Raw -310799.858807 + Penalty 2566.500513 = -308233.358294
  nChanged 110
		SP:Iteration 8Q (60858.900000 sec): 3 clusters
  Score: Raw -310898.097876 + Penalty 2566.500513 = -308331.597362
  nChanged 72
		SP:Iteration 9Q (60859.080000 sec): 3 clusters
  Score: Raw -310953.337828 + Penalty 2566.500513 = -308386.837315
  nChanged 60
		SP:Iteration 10Q (60859.280000 sec): 3 clusters
  Score: Raw -310997.632329 + Penalty 2566.500513 = -308431.131816
  nChanged 50
		SP:Iteration 11Q (60859.440000 sec): 3 clusters
  Score: Raw -311026.326527 + Penalty 2566.500513 = -308459.826014
  nChanged 31
		SP:Iteration 12Q (60859.640000 sec): 3 clusters
  Score: Raw -311047.613856 + Penalty 2566.500513 = -308481.113343
  nChanged 32
		SP:Iteration 13Q (60859.830000 sec): 3 clusters
  Score: Raw -311072.759083 + Penalty 2566.500513 = -308506.258570
  nChanged 30
		SP:Iteration 14Q (60859.990000 sec): 3 clusters
  Score: Raw -311098.293741 + Penalty 2566.500513 = -308531.793228
  nChanged 28
		SP:Iteration 15Q (60860.220000 sec): 3 clusters
  Score: Raw -311119.387514 + Penalty 2566.500513 = -308552.887001
  nChanged 21
		SP:Iteration 16Q (60860.350000 sec): 3 clusters
  Score: Raw -311134.112853 + Penalty 2566.500513 = -308567.612340
  nChanged 11
		SP:Iteration 17Q (60860.520000 sec): 3 clusters
  Score: Raw -311141.657088 + Penalty 2566.500513 = -308575.156574
  nChanged 8
		SP:Iteration 18Q (60860.710000 sec): 3 clusters
  Score: Raw -311145.919243 + Penalty 2566.500513 = -308579.418729
  nChanged 6
		SP:Iteration 19Q (60860.860000 sec): 3 clusters
  Score: Raw -311149.377753 + Penalty 2566.500513 = -308582.877240
  nChanged 7
		SP:Iteration 20F (60861.080000 sec): 3 clusters
  Score: Raw -311153.699448 + Penalty 2566.500513 = -308587.198934
  nChanged 6
		SP:Iteration 21Q (60861.240000 sec): 3 clusters
  Score: Raw -311156.368113 + Penalty 2566.500513 = -308589.867599
  nChanged 3
		SP:Iteration 22Q (60861.420000 sec): 3 clusters
  Score: Raw -311158.100026 + Penalty 2566.500513 = -308591.599513
  nChanged 6
		SP:Iteration 23Q (60861.620000 sec): 3 clusters
  Score: Raw -311160.163955 + Penalty 2566.500513 = -308593.663442
  nChanged 3
		SP:Iteration 24Q (60861.830000 sec): 3 clusters
  Score: Raw -311161.830345 + Penalty 2566.500513 = -308595.329832
  nChanged 2
		SP:Iteration 25Q (60861.980000 sec): 3 clusters
  Score: Raw -311162.161191 + Penalty 2566.500513 = -308595.660677
  nChanged 1
		SP:Iteration 26Q (60862.160000 sec): 3 clusters
  Score: Raw -311162.683848 + Penalty 2566.500513 = -308596.183334
  nChanged 0
		SP:Iteration 27F (60862.340000 sec): 3 clusters
  Score: Raw -311162.683848 + Penalty 2566.500513 = -308596.183334
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 87 (4946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60862.440000 sec): 2 clusters
  Score: Raw -588540.390254 + Penalty 1382.279348 = -587158.110906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60862.660000 sec): 3 clusters
  Score: Raw -585899.312409 + Penalty 2764.558696 = -583134.753713
  nChanged 2083
		SP:Iteration 1F (60862.860000 sec): 3 clusters
  Score: Raw -587001.338268 + Penalty 2764.558696 = -584236.779572
  nChanged 325
		SP:Iteration 2F (60863.040000 sec): 3 clusters
  Score: Raw -587177.169053 + Penalty 2764.558696 = -584412.610357
  nChanged 260
		SP:Iteration 3F (60863.240000 sec): 3 clusters
  Score: Raw -587338.741359 + Penalty 2764.558696 = -584574.182663
  nChanged 257
		SP:Iteration 4F (60863.430000 sec): 3 clusters
  Score: Raw -587517.842270 + Penalty 2764.558696 = -584753.283574
  nChanged 232
		SP:Iteration 5Q (60863.650000 sec): 3 clusters
  Score: Raw -587675.420827 + Penalty 2764.558696 = -584910.862131
  nChanged 233
		SP:Iteration 6Q (60863.840000 sec): 3 clusters
  Score: Raw -587837.101128 + Penalty 2764.558696 = -585072.542432
  nChanged 224
		SP:Iteration 7Q (60864.070000 sec): 3 clusters
  Score: Raw -587995.109492 + Penalty 2764.558696 = -585230.550797
  nChanged 219
		SP:Iteration 8Q (60864.250000 sec): 3 clusters
  Score: Raw -588128.857847 + Penalty 2764.558696 = -585364.299151
  nChanged 188
		SP:Iteration 9Q (60864.440000 sec): 3 clusters
  Score: Raw -588243.942444 + Penalty 2764.558696 = -585479.383749
  nChanged 177
		SP:Iteration 10Q (60864.610000 sec): 3 clusters
  Score: Raw -588361.146707 + Penalty 2764.558696 = -585596.588012
  nChanged 175
		SP:Iteration 11Q (60864.790000 sec): 3 clusters
  Score: Raw -588465.506325 + Penalty 2764.558696 = -585700.947629
  nChanged 144
		SP:Iteration 12Q (60864.970000 sec): 3 clusters
  Score: Raw -588557.481327 + Penalty 2764.558696 = -585792.922631
  nChanged 132
		SP:Iteration 13Q (60865.180000 sec): 3 clusters
  Score: Raw -588641.543489 + Penalty 2764.558696 = -585876.984794
  nChanged 111
		SP:Iteration 14Q (60865.370000 sec): 3 clusters
  Score: Raw -588701.369002 + Penalty 2764.558696 = -585936.810306
  nChanged 80
		SP:Iteration 15Q (60865.590000 sec): 3 clusters
  Score: Raw -588736.118580 + Penalty 2764.558696 = -585971.559884
  nChanged 66
		SP:Iteration 16Q (60865.760000 sec): 3 clusters
  Score: Raw -588766.269530 + Penalty 2764.558696 = -586001.710834
  nChanged 57
		SP:Iteration 17Q (60865.970000 sec): 3 clusters
  Score: Raw -588794.518717 + Penalty 2764.558696 = -586029.960021
  nChanged 45
		SP:Iteration 18Q (60866.170000 sec): 3 clusters
  Score: Raw -588816.408739 + Penalty 2764.558696 = -586051.850043
  nChanged 51
		SP:Iteration 19Q (60866.350000 sec): 3 clusters
  Score: Raw -588848.639244 + Penalty 2764.558696 = -586084.080549
  nChanged 69
		SP:Iteration 20F (60866.540000 sec): 3 clusters
  Score: Raw -588884.570688 + Penalty 2764.558696 = -586120.011993
  nChanged 46
		SP:Iteration 21Q (60866.710000 sec): 3 clusters
  Score: Raw -588908.333887 + Penalty 2764.558696 = -586143.775192
  nChanged 45
		SP:Iteration 22Q (60866.910000 sec): 3 clusters
  Score: Raw -588930.337734 + Penalty 2764.558696 = -586165.779039
  nChanged 36
		SP:Iteration 23Q (60867.060000 sec): 3 clusters
  Score: Raw -588950.484921 + Penalty 2764.558696 = -586185.926225
  nChanged 35
		SP:Iteration 24Q (60867.240000 sec): 3 clusters
  Score: Raw -588966.874794 + Penalty 2764.558696 = -586202.316099
  nChanged 27
		SP:Iteration 25Q (60867.410000 sec): 3 clusters
  Score: Raw -588978.181024 + Penalty 2764.558696 = -586213.622328
  nChanged 22
		SP:Iteration 26Q (60867.590000 sec): 3 clusters
  Score: Raw -588987.754095 + Penalty 2764.558696 = -586223.195400
  nChanged 24
		SP:Iteration 27Q (60867.810000 sec): 3 clusters
  Score: Raw -588998.150302 + Penalty 2764.558696 = -586233.591607
  nChanged 23
		SP:Iteration 28Q (60867.970000 sec): 3 clusters
  Score: Raw -589006.762929 + Penalty 2764.558696 = -586242.204234
  nChanged 17
		SP:Iteration 29Q (60868.190000 sec): 3 clusters
  Score: Raw -589013.923675 + Penalty 2764.558696 = -586249.364979
  nChanged 18
		SP:Iteration 30Q (60868.360000 sec): 3 clusters
  Score: Raw -589020.704342 + Penalty 2764.558696 = -586256.145647
  nChanged 17
		SP:Iteration 31Q (60868.570000 sec): 3 clusters
  Score: Raw -589026.382548 + Penalty 2764.558696 = -586261.823853
  nChanged 16
		SP:Iteration 32Q (60868.760000 sec): 3 clusters
  Score: Raw -589033.388101 + Penalty 2764.558696 = -586268.829406
  nChanged 12
		SP:Iteration 33Q (60868.940000 sec): 3 clusters
  Score: Raw -589038.503440 + Penalty 2764.558696 = -586273.944744
  nChanged 12
		SP:Iteration 34Q (60869.100000 sec): 3 clusters
  Score: Raw -589043.302826 + Penalty 2764.558696 = -586278.744130
  nChanged 8
		SP:Iteration 35Q (60869.310000 sec): 3 clusters
  Score: Raw -589045.403439 + Penalty 2764.558696 = -586280.844744
  nChanged 8
		SP:Iteration 36Q (60869.480000 sec): 3 clusters
  Score: Raw -589048.153726 + Penalty 2764.558696 = -586283.595030
  nChanged 7
		SP:Iteration 37Q (60869.660000 sec): 3 clusters
  Score: Raw -589050.203163 + Penalty 2764.558696 = -586285.644467
  nChanged 4
		SP:Iteration 38Q (60869.810000 sec): 3 clusters
  Score: Raw -589051.399876 + Penalty 2764.558696 = -586286.841180
  nChanged 6
		SP:Iteration 39Q (60869.990000 sec): 3 clusters
  Score: Raw -589053.300306 + Penalty 2764.558696 = -586288.741610
  nChanged 6
		SP:Iteration 40F (60870.190000 sec): 3 clusters
  Score: Raw -589054.666679 + Penalty 2764.558696 = -586290.107984
  nChanged 3
		SP:Iteration 41Q (60870.400000 sec): 3 clusters
  Score: Raw -589055.096816 + Penalty 2764.558696 = -586290.538120
  nChanged 4
		SP:Iteration 42Q (60870.580000 sec): 3 clusters
  Score: Raw -589056.415093 + Penalty 2764.558696 = -586291.856398
  nChanged 3
		SP:Iteration 43Q (60870.800000 sec): 3 clusters
  Score: Raw -589057.614445 + Penalty 2764.558696 = -586293.055750
  nChanged 1
		SP:Iteration 44Q (60871.000000 sec): 3 clusters
  Score: Raw -589057.793804 + Penalty 2764.558696 = -586293.235108
  nChanged 1
		SP:Iteration 45Q (60871.170000 sec): 3 clusters
  Score: Raw -589058.107244 + Penalty 2764.558696 = -586293.548549
  nChanged 3
		SP:Iteration 46Q (60871.350000 sec): 3 clusters
  Score: Raw -589059.349679 + Penalty 2764.558696 = -586294.790984
  nChanged 2
		SP:Iteration 47Q (60871.580000 sec): 3 clusters
  Score: Raw -589060.131760 + Penalty 2764.558696 = -586295.573064
  nChanged 2
		SP:Iteration 48Q (60871.790000 sec): 3 clusters
  Score: Raw -589060.862646 + Penalty 2764.558696 = -586296.303951
  nChanged 2
		SP:Iteration 49Q (60871.970000 sec): 3 clusters
  Score: Raw -589062.122068 + Penalty 2764.558696 = -586297.563372
  nChanged 2
		SP:Iteration 50Q (60872.150000 sec): 3 clusters
  Score: Raw -589062.520635 + Penalty 2764.558696 = -586297.961939
  nChanged 2
		SP:Iteration 51Q (60872.350000 sec): 3 clusters
  Score: Raw -589062.935514 + Penalty 2764.558696 = -586298.376819
  nChanged 1
		SP:Iteration 52Q (60872.560000 sec): 3 clusters
  Score: Raw -589063.080208 + Penalty 2764.558696 = -586298.521512
  nChanged 0
		SP:Iteration 53F (60872.730000 sec): 3 clusters
  Score: Raw -589063.080208 + Penalty 2764.558696 = -586298.521512
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 88 (407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60872.850000 sec): 2 clusters
  Score: Raw -45406.063368 + Penalty 976.432143 = -44429.631225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60872.990000 sec): 3 clusters
  Score: Raw -45416.176668 + Penalty 1952.864285 = -43463.312383
  nChanged 80
		SP:Iteration 1F (60873.130000 sec): 3 clusters
  Score: Raw -45546.384324 + Penalty 1952.864285 = -43593.520039
  nChanged 17
		SP:Iteration 2Q (60873.290000 sec): 3 clusters
  Score: Raw -45573.699489 + Penalty 1952.864285 = -43620.835204
  nChanged 11
		SP:Iteration 3Q (60873.480000 sec): 3 clusters
  Score: Raw -45588.520045 + Penalty 1952.864285 = -43635.655760
  nChanged 4
		SP:Iteration 4Q (60873.630000 sec): 3 clusters
  Score: Raw -45597.701319 + Penalty 1952.864285 = -43644.837034
  nChanged 1
		SP:Iteration 5Q (60873.810000 sec): 3 clusters
  Score: Raw -45598.335154 + Penalty 1952.864285 = -43645.470869
  nChanged 2
		SP:Iteration 6Q (60873.930000 sec): 3 clusters
  Score: Raw -45599.826557 + Penalty 1952.864285 = -43646.962272
  nChanged 0
		SP:Iteration 7F (60874.140000 sec): 3 clusters
  Score: Raw -45599.826557 + Penalty 1952.864285 = -43646.962272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 89 (794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60874.210000 sec): 2 clusters
  Score: Raw -92398.232934 + Penalty 1085.026062 = -91313.206871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60874.440000 sec): 3 clusters
  Score: Raw -92190.420942 + Penalty 2170.052125 = -90020.368817
  nChanged 227
		SP:Iteration 1F (60874.600000 sec): 3 clusters
  Score: Raw -92439.661439 + Penalty 2170.052125 = -90269.609314
  nChanged 68
		SP:Iteration 2F (60874.810000 sec): 3 clusters
  Score: Raw -92522.813189 + Penalty 2170.052125 = -90352.761064
  nChanged 37
		SP:Iteration 3Q (60874.970000 sec): 3 clusters
  Score: Raw -92581.293543 + Penalty 2170.052125 = -90411.241418
  nChanged 23
		SP:Iteration 4Q (60875.130000 sec): 3 clusters
  Score: Raw -92608.754363 + Penalty 2170.052125 = -90438.702238
  nChanged 11
		SP:Iteration 5Q (60875.310000 sec): 3 clusters
  Score: Raw -92623.462599 + Penalty 2170.052125 = -90453.410475
  nChanged 4
		SP:Iteration 6Q (60875.450000 sec): 3 clusters
  Score: Raw -92632.016746 + Penalty 2170.052125 = -90461.964621
  nChanged 8
		SP:Iteration 7Q (60875.670000 sec): 3 clusters
  Score: Raw -92644.181445 + Penalty 2170.052125 = -90474.129320
  nChanged 8
		SP:Iteration 8Q (60875.810000 sec): 3 clusters
  Score: Raw -92661.685268 + Penalty 2170.052125 = -90491.633143
  nChanged 12
		SP:Iteration 9Q (60875.970000 sec): 3 clusters
  Score: Raw -92688.867806 + Penalty 2170.052125 = -90518.815681
  nChanged 13
		SP:Iteration 10Q (60876.180000 sec): 3 clusters
  Score: Raw -92702.457999 + Penalty 2170.052125 = -90532.405874
  nChanged 7
		SP:Iteration 11Q (60876.310000 sec): 3 clusters
  Score: Raw -92713.395934 + Penalty 2170.052125 = -90543.343809
  nChanged 8
		SP:Iteration 12Q (60876.500000 sec): 3 clusters
  Score: Raw -92725.494298 + Penalty 2170.052125 = -90555.442173
  nChanged 5
		SP:Iteration 13Q (60876.650000 sec): 3 clusters
  Score: Raw -92731.588093 + Penalty 2170.052125 = -90561.535968
  nChanged 4
		SP:Iteration 14Q (60876.820000 sec): 3 clusters
  Score: Raw -92733.782722 + Penalty 2170.052125 = -90563.730597
  nChanged 5
		SP:Iteration 15Q (60876.970000 sec): 3 clusters
  Score: Raw -92744.357718 + Penalty 2170.052125 = -90574.305593
  nChanged 6
		SP:Iteration 16Q (60877.150000 sec): 3 clusters
  Score: Raw -92753.785912 + Penalty 2170.052125 = -90583.733788
  nChanged 5
		SP:Iteration 17Q (60877.310000 sec): 3 clusters
  Score: Raw -92761.831232 + Penalty 2170.052125 = -90591.779107
  nChanged 5
		SP:Iteration 18Q (60877.490000 sec): 3 clusters
  Score: Raw -92767.643018 + Penalty 2170.052125 = -90597.590893
  nChanged 4
		SP:Iteration 19Q (60877.680000 sec): 3 clusters
  Score: Raw -92777.987794 + Penalty 2170.052125 = -90607.935669
  nChanged 6
		SP:Iteration 20F (60877.860000 sec): 3 clusters
  Score: Raw -92785.579747 + Penalty 2170.052125 = -90615.527622
  nChanged 3
		SP:Iteration 21Q (60878.050000 sec): 3 clusters
  Score: Raw -92791.117940 + Penalty 2170.052125 = -90621.065815
  nChanged 3
		SP:Iteration 22Q (60878.200000 sec): 3 clusters
  Score: Raw -92793.561859 + Penalty 2170.052125 = -90623.509734
  nChanged 5
		SP:Iteration 23Q (60878.390000 sec): 3 clusters
  Score: Raw -92798.158599 + Penalty 2170.052125 = -90628.106474
  nChanged 1
		SP:Iteration 24Q (60878.600000 sec): 3 clusters
  Score: Raw -92799.382910 + Penalty 2170.052125 = -90629.330785
  nChanged 0
		SP:Iteration 25F (60878.750000 sec): 3 clusters
  Score: Raw -92799.382910 + Penalty 2170.052125 = -90629.330785
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 90 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60878.860000 sec): 2 clusters
  Score: Raw -451773.920985 + Penalty 1342.246045 = -450431.674940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60879.090000 sec): 3 clusters
  Score: Raw -449845.334383 + Penalty 2684.492089 = -447160.842294
  nChanged 1550
		SP:Iteration 1F (60879.280000 sec): 3 clusters
  Score: Raw -450861.253862 + Penalty 2684.492089 = -448176.761773
  nChanged 349
		SP:Iteration 2F (60879.470000 sec): 3 clusters
  Score: Raw -451242.400460 + Penalty 2684.492089 = -448557.908371
  nChanged 345
		SP:Iteration 3F (60879.660000 sec): 3 clusters
  Score: Raw -451625.653756 + Penalty 2684.492089 = -448941.161667
  nChanged 297
		SP:Iteration 4F (60879.850000 sec): 3 clusters
  Score: Raw -451917.514626 + Penalty 2684.492089 = -449233.022536
  nChanged 229
		SP:Iteration 5F (60880.030000 sec): 3 clusters
  Score: Raw -452140.384674 + Penalty 2684.492089 = -449455.892584
  nChanged 205
		SP:Iteration 6F (60880.210000 sec): 3 clusters
  Score: Raw -452343.353555 + Penalty 2684.492089 = -449658.861465
  nChanged 168
		SP:Iteration 7Q (60880.420000 sec): 3 clusters
  Score: Raw -452482.001405 + Penalty 2684.492089 = -449797.509315
  nChanged 117
		SP:Iteration 8Q (60880.610000 sec): 3 clusters
  Score: Raw -452577.783321 + Penalty 2684.492089 = -449893.291231
  nChanged 111
		SP:Iteration 9Q (60880.790000 sec): 3 clusters
  Score: Raw -452654.807666 + Penalty 2684.492089 = -449970.315576
  nChanged 91
		SP:Iteration 10Q (60880.980000 sec): 3 clusters
  Score: Raw -452708.882935 + Penalty 2684.492089 = -450024.390845
  nChanged 68
		SP:Iteration 11Q (60881.160000 sec): 3 clusters
  Score: Raw -452757.717356 + Penalty 2684.492089 = -450073.225267
  nChanged 63
		SP:Iteration 12Q (60881.360000 sec): 3 clusters
  Score: Raw -452803.742143 + Penalty 2684.492089 = -450119.250054
  nChanged 66
		SP:Iteration 13Q (60881.560000 sec): 3 clusters
  Score: Raw -452854.702546 + Penalty 2684.492089 = -450170.210456
  nChanged 64
		SP:Iteration 14Q (60881.730000 sec): 3 clusters
  Score: Raw -452905.956924 + Penalty 2684.492089 = -450221.464834
  nChanged 65
		SP:Iteration 15Q (60881.940000 sec): 3 clusters
  Score: Raw -452951.296174 + Penalty 2684.492089 = -450266.804085
  nChanged 58
		SP:Iteration 16Q (60882.090000 sec): 3 clusters
  Score: Raw -452983.230139 + Penalty 2684.492089 = -450298.738050
  nChanged 50
		SP:Iteration 17Q (60882.260000 sec): 3 clusters
  Score: Raw -453012.190923 + Penalty 2684.492089 = -450327.698833
  nChanged 48
		SP:Iteration 18Q (60882.480000 sec): 3 clusters
  Score: Raw -453037.545095 + Penalty 2684.492089 = -450353.053006
  nChanged 35
		SP:Iteration 19Q (60882.650000 sec): 3 clusters
  Score: Raw -453050.359424 + Penalty 2684.492089 = -450365.867334
  nChanged 18
		SP:Iteration 20F (60882.830000 sec): 3 clusters
  Score: Raw -453056.617819 + Penalty 2684.492089 = -450372.125730
  nChanged 14
		SP:Iteration 21Q (60883.010000 sec): 3 clusters
  Score: Raw -453061.346994 + Penalty 2684.492089 = -450376.854905
  nChanged 16
		SP:Iteration 22Q (60883.190000 sec): 3 clusters
  Score: Raw -453067.001037 + Penalty 2684.492089 = -450382.508948
  nChanged 12
		SP:Iteration 23Q (60883.420000 sec): 3 clusters
  Score: Raw -453071.235932 + Penalty 2684.492089 = -450386.743842
  nChanged 15
		SP:Iteration 24Q (60883.600000 sec): 3 clusters
  Score: Raw -453077.117404 + Penalty 2684.492089 = -450392.625315
  nChanged 11
		SP:Iteration 25Q (60883.760000 sec): 3 clusters
  Score: Raw -453080.299305 + Penalty 2684.492089 = -450395.807215
  nChanged 12
		SP:Iteration 26Q (60883.960000 sec): 3 clusters
  Score: Raw -453083.205989 + Penalty 2684.492089 = -450398.713900
  nChanged 10
		SP:Iteration 27Q (60884.140000 sec): 3 clusters
  Score: Raw -453086.508342 + Penalty 2684.492089 = -450402.016252
  nChanged 9
		SP:Iteration 28Q (60884.330000 sec): 3 clusters
  Score: Raw -453088.895820 + Penalty 2684.492089 = -450404.403730
  nChanged 6
		SP:Iteration 29Q (60884.520000 sec): 3 clusters
  Score: Raw -453092.253869 + Penalty 2684.492089 = -450407.761780
  nChanged 6
		SP:Iteration 30Q (60884.740000 sec): 3 clusters
  Score: Raw -453095.175390 + Penalty 2684.492089 = -450410.683300
  nChanged 3
		SP:Iteration 31Q (60884.940000 sec): 3 clusters
  Score: Raw -453096.498245 + Penalty 2684.492089 = -450412.006156
  nChanged 4
		SP:Iteration 32Q (60885.090000 sec): 3 clusters
  Score: Raw -453097.928188 + Penalty 2684.492089 = -450413.436099
  nChanged 6
		SP:Iteration 33Q (60885.270000 sec): 3 clusters
  Score: Raw -453100.102667 + Penalty 2684.492089 = -450415.610577
  nChanged 2
		SP:Iteration 34Q (60885.450000 sec): 3 clusters
  Score: Raw -453100.570796 + Penalty 2684.492089 = -450416.078707
  nChanged 3
		SP:Iteration 35Q (60885.630000 sec): 3 clusters
  Score: Raw -453101.043750 + Penalty 2684.492089 = -450416.551660
  nChanged 0
		SP:Iteration 36F (60885.820000 sec): 3 clusters
  Score: Raw -453101.043750 + Penalty 2684.492089 = -450416.551660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 91 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60885.950000 sec): 2 clusters
  Score: Raw -30548.500068 + Penalty 917.958314 = -29630.541755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60886.090000 sec): 3 clusters
  Score: Raw -30607.435709 + Penalty 1835.916627 = -28771.519081
  nChanged 57
		SP:Iteration 1F (60886.240000 sec): 3 clusters
  Score: Raw -30784.201445 + Penalty 1835.916627 = -28948.284818
  nChanged 9
		SP:Iteration 2Q (60886.420000 sec): 3 clusters
  Score: Raw -30828.260147 + Penalty 1835.916627 = -28992.343519
  nChanged 4
		SP:Iteration 3Q (60886.580000 sec): 3 clusters
  Score: Raw -30844.125847 + Penalty 1835.916627 = -29008.209219
  nChanged 5
		SP:Iteration 4Q (60886.730000 sec): 3 clusters
  Score: Raw -30862.803628 + Penalty 1835.916627 = -29026.887000
  nChanged 1
		SP:Iteration 5Q (60886.900000 sec): 3 clusters
  Score: Raw -30867.089431 + Penalty 1835.916627 = -29031.172803
  nChanged 1
		SP:Iteration 6Q (60887.070000 sec): 3 clusters
  Score: Raw -30870.358796 + Penalty 1835.916627 = -29034.442169
  nChanged 2
		SP:Iteration 7Q (60887.230000 sec): 3 clusters
  Score: Raw -30881.938732 + Penalty 1835.916627 = -29046.022105
  nChanged 3
		SP:Iteration 8Q (60887.410000 sec): 3 clusters
  Score: Raw -30895.074913 + Penalty 1835.916627 = -29059.158285
  nChanged 4
		SP:Iteration 9Q (60887.580000 sec): 3 clusters
  Score: Raw -30940.986566 + Penalty 1835.916627 = -29105.069938
  nChanged 3
		SP:Iteration 10Q (60887.810000 sec): 3 clusters
  Score: Raw -30954.553271 + Penalty 1835.916627 = -29118.636644
  nChanged 0
		SP:Iteration 11F (60887.960000 sec): 3 clusters
  Score: Raw -30954.553271 + Penalty 1835.916627 = -29118.636644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 92 (526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60888.070000 sec): 2 clusters
  Score: Raw -61392.901098 + Penalty 1018.111447 = -60374.789651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60888.190000 sec): 3 clusters
  Score: Raw -61284.257291 + Penalty 2036.222894 = -59248.034397
  nChanged 120
		SP:Iteration 1F (60888.380000 sec): 3 clusters
  Score: Raw -61419.456260 + Penalty 2036.222894 = -59383.233366
  nChanged 29
		SP:Iteration 2F (60888.560000 sec): 3 clusters
  Score: Raw -61472.044792 + Penalty 2036.222894 = -59435.821898
  nChanged 15
		SP:Iteration 3Q (60888.750000 sec): 3 clusters
  Score: Raw -61502.359766 + Penalty 2036.222894 = -59466.136871
  nChanged 10
		SP:Iteration 4Q (60888.940000 sec): 3 clusters
  Score: Raw -61520.167509 + Penalty 2036.222894 = -59483.944615
  nChanged 9
		SP:Iteration 5Q (60889.070000 sec): 3 clusters
  Score: Raw -61532.015505 + Penalty 2036.222894 = -59495.792611
  nChanged 10
		SP:Iteration 6Q (60889.260000 sec): 3 clusters
  Score: Raw -61545.246996 + Penalty 2036.222894 = -59509.024102
  nChanged 7
		SP:Iteration 7Q (60889.430000 sec): 3 clusters
  Score: Raw -61553.966446 + Penalty 2036.222894 = -59517.743552
  nChanged 4
		SP:Iteration 8Q (60889.600000 sec): 3 clusters
  Score: Raw -61559.176865 + Penalty 2036.222894 = -59522.953971
  nChanged 5
		SP:Iteration 9Q (60889.770000 sec): 3 clusters
  Score: Raw -61566.712201 + Penalty 2036.222894 = -59530.489307
  nChanged 0
		SP:Iteration 10F (60889.950000 sec): 3 clusters
  Score: Raw -61566.712201 + Penalty 2036.222894 = -59530.489307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 93 (2238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60890.040000 sec): 2 clusters
  Score: Raw -275465.433519 + Penalty 1253.417407 = -274212.016112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60890.220000 sec): 3 clusters
  Score: Raw -274515.240775 + Penalty 2506.834814 = -272008.405961
  nChanged 786
		SP:Iteration 1F (60890.390000 sec): 3 clusters
  Score: Raw -275008.226681 + Penalty 2506.834814 = -272501.391868
  nChanged 180
		SP:Iteration 2F (60890.590000 sec): 3 clusters
  Score: Raw -275121.511110 + Penalty 2506.834814 = -272614.676296
  nChanged 114
		SP:Iteration 3F (60890.760000 sec): 3 clusters
  Score: Raw -275201.953004 + Penalty 2506.834814 = -272695.118190
  nChanged 81
		SP:Iteration 4Q (60890.910000 sec): 3 clusters
  Score: Raw -275246.289470 + Penalty 2506.834814 = -272739.454657
  nChanged 58
		SP:Iteration 5Q (60891.090000 sec): 3 clusters
  Score: Raw -275278.468806 + Penalty 2506.834814 = -272771.633992
  nChanged 42
		SP:Iteration 6Q (60891.270000 sec): 3 clusters
  Score: Raw -275302.175737 + Penalty 2506.834814 = -272795.340923
  nChanged 29
		SP:Iteration 7Q (60891.440000 sec): 3 clusters
  Score: Raw -275320.229321 + Penalty 2506.834814 = -272813.394507
  nChanged 32
		SP:Iteration 8Q (60891.650000 sec): 3 clusters
  Score: Raw -275336.710891 + Penalty 2506.834814 = -272829.876077
  nChanged 29
		SP:Iteration 9Q (60891.810000 sec): 3 clusters
  Score: Raw -275350.558509 + Penalty 2506.834814 = -272843.723695
  nChanged 30
		SP:Iteration 10Q (60891.980000 sec): 3 clusters
  Score: Raw -275367.109620 + Penalty 2506.834814 = -272860.274806
  nChanged 24
		SP:Iteration 11Q (60892.180000 sec): 3 clusters
  Score: Raw -275380.355150 + Penalty 2506.834814 = -272873.520336
  nChanged 22
		SP:Iteration 12Q (60892.340000 sec): 3 clusters
  Score: Raw -275392.432217 + Penalty 2506.834814 = -272885.597403
  nChanged 25
		SP:Iteration 13Q (60892.560000 sec): 3 clusters
  Score: Raw -275407.398252 + Penalty 2506.834814 = -272900.563439
  nChanged 21
		SP:Iteration 14Q (60892.750000 sec): 3 clusters
  Score: Raw -275421.149457 + Penalty 2506.834814 = -272914.314643
  nChanged 30
		SP:Iteration 15Q (60892.940000 sec): 3 clusters
  Score: Raw -275439.638677 + Penalty 2506.834814 = -272932.803863
  nChanged 27
		SP:Iteration 16Q (60893.100000 sec): 3 clusters
  Score: Raw -275452.078867 + Penalty 2506.834814 = -272945.244053
  nChanged 21
		SP:Iteration 17Q (60893.270000 sec): 3 clusters
  Score: Raw -275463.865960 + Penalty 2506.834814 = -272957.031146
  nChanged 17
		SP:Iteration 18Q (60893.410000 sec): 3 clusters
  Score: Raw -275471.186556 + Penalty 2506.834814 = -272964.351742
  nChanged 14
		SP:Iteration 19Q (60893.590000 sec): 3 clusters
  Score: Raw -275476.677120 + Penalty 2506.834814 = -272969.842306
  nChanged 8
		SP:Iteration 20F (60893.800000 sec): 3 clusters
  Score: Raw -275481.934612 + Penalty 2506.834814 = -272975.099798
  nChanged 9
		SP:Iteration 21Q (60893.970000 sec): 3 clusters
  Score: Raw -275484.088916 + Penalty 2506.834814 = -272977.254102
  nChanged 6
		SP:Iteration 22Q (60894.170000 sec): 3 clusters
  Score: Raw -275486.217389 + Penalty 2506.834814 = -272979.382575
  nChanged 7
		SP:Iteration 23Q (60894.380000 sec): 3 clusters
  Score: Raw -275488.440721 + Penalty 2506.834814 = -272981.605907
  nChanged 6
		SP:Iteration 24Q (60894.570000 sec): 3 clusters
  Score: Raw -275490.252978 + Penalty 2506.834814 = -272983.418164
  nChanged 6
		SP:Iteration 25Q (60894.760000 sec): 3 clusters
  Score: Raw -275492.602807 + Penalty 2506.834814 = -272985.767993
  nChanged 3
		SP:Iteration 26Q (60894.900000 sec): 3 clusters
  Score: Raw -275493.126433 + Penalty 2506.834814 = -272986.291619
  nChanged 1
		SP:Iteration 27Q (60895.070000 sec): 3 clusters
  Score: Raw -275493.359234 + Penalty 2506.834814 = -272986.524420
  nChanged 1
		SP:Iteration 28Q (60895.280000 sec): 3 clusters
  Score: Raw -275493.747125 + Penalty 2506.834814 = -272986.912311
  nChanged 2
		SP:Iteration 29Q (60895.400000 sec): 3 clusters
  Score: Raw -275494.321855 + Penalty 2506.834814 = -272987.487041
  nChanged 4
		SP:Iteration 30Q (60895.570000 sec): 3 clusters
  Score: Raw -275495.767402 + Penalty 2506.834814 = -272988.932588
  nChanged 3
		SP:Iteration 31Q (60895.720000 sec): 3 clusters
  Score: Raw -275496.758617 + Penalty 2506.834814 = -272989.923803
  nChanged 4
		SP:Iteration 32Q (60895.850000 sec): 3 clusters
  Score: Raw -275498.048116 + Penalty 2506.834814 = -272991.213302
  nChanged 2
		SP:Iteration 33Q (60896.040000 sec): 3 clusters
  Score: Raw -275498.775643 + Penalty 2506.834814 = -272991.940829
  nChanged 1
		SP:Iteration 34Q (60896.240000 sec): 3 clusters
  Score: Raw -275499.415166 + Penalty 2506.834814 = -272992.580352
  nChanged 0
		SP:Iteration 35F (60896.390000 sec): 3 clusters
  Score: Raw -275499.415166 + Penalty 2506.834814 = -272992.580352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 94 (8184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60896.500000 sec): 2 clusters
  Score: Raw -975966.116155 + Penalty 1464.114650 = -974502.001505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60896.740000 sec): 3 clusters
  Score: Raw -971499.468641 + Penalty 2928.229300 = -968571.239341
  nChanged 3408
		SP:Iteration 1F (60896.940000 sec): 3 clusters
  Score: Raw -973545.196161 + Penalty 2928.229300 = -970616.966861
  nChanged 688
		SP:Iteration 2F (60897.190000 sec): 3 clusters
  Score: Raw -974011.499715 + Penalty 2928.229300 = -971083.270415
  nChanged 587
		SP:Iteration 3F (60897.390000 sec): 3 clusters
  Score: Raw -974415.413375 + Penalty 2928.229300 = -971487.184075
  nChanged 483
		SP:Iteration 4F (60897.570000 sec): 3 clusters
  Score: Raw -974752.259451 + Penalty 2928.229300 = -971824.030151
  nChanged 387
		SP:Iteration 5Q (60897.790000 sec): 3 clusters
  Score: Raw -975035.655015 + Penalty 2928.229300 = -972107.425715
  nChanged 332
		SP:Iteration 6Q (60898.000000 sec): 3 clusters
  Score: Raw -975295.660776 + Penalty 2928.229300 = -972367.431476
  nChanged 272
		SP:Iteration 7Q (60898.190000 sec): 3 clusters
  Score: Raw -975537.498036 + Penalty 2928.229300 = -972609.268736
  nChanged 240
		SP:Iteration 8Q (60898.420000 sec): 3 clusters
  Score: Raw -975785.009619 + Penalty 2928.229300 = -972856.780319
  nChanged 213
		SP:Iteration 9Q (60898.640000 sec): 3 clusters
  Score: Raw -975978.776595 + Penalty 2928.229300 = -973050.547295
  nChanged 176
		SP:Iteration 10Q (60898.840000 sec): 3 clusters
  Score: Raw -976110.356091 + Penalty 2928.229300 = -973182.126791
  nChanged 137
		SP:Iteration 11Q (60899.040000 sec): 3 clusters
  Score: Raw -976208.208036 + Penalty 2928.229300 = -973279.978736
  nChanged 98
		SP:Iteration 12Q (60899.240000 sec): 3 clusters
  Score: Raw -976261.278761 + Penalty 2928.229300 = -973333.049461
  nChanged 81
		SP:Iteration 13Q (60899.470000 sec): 3 clusters
  Score: Raw -976295.729514 + Penalty 2928.229300 = -973367.500214
  nChanged 59
		SP:Iteration 14Q (60899.660000 sec): 3 clusters
  Score: Raw -976323.191548 + Penalty 2928.229300 = -973394.962248
  nChanged 61
		SP:Iteration 15Q (60899.870000 sec): 3 clusters
  Score: Raw -976351.186127 + Penalty 2928.229300 = -973422.956827
  nChanged 61
		SP:Iteration 16Q (60900.050000 sec): 3 clusters
  Score: Raw -976383.002185 + Penalty 2928.229300 = -973454.772885
  nChanged 38
		SP:Iteration 17Q (60900.300000 sec): 3 clusters
  Score: Raw -976399.285317 + Penalty 2928.229300 = -973471.056017
  nChanged 25
		SP:Iteration 18Q (60900.490000 sec): 3 clusters
  Score: Raw -976410.409506 + Penalty 2928.229300 = -973482.180206
  nChanged 18
		SP:Iteration 19Q (60900.690000 sec): 3 clusters
  Score: Raw -976416.406690 + Penalty 2928.229300 = -973488.177390
  nChanged 22
		SP:Iteration 20F (60900.900000 sec): 3 clusters
  Score: Raw -976423.905834 + Penalty 2928.229300 = -973495.676534
  nChanged 16
		SP:Iteration 21Q (60901.110000 sec): 3 clusters
  Score: Raw -976427.868077 + Penalty 2928.229300 = -973499.638777
  nChanged 12
		SP:Iteration 22Q (60901.280000 sec): 3 clusters
  Score: Raw -976432.245641 + Penalty 2928.229300 = -973504.016341
  nChanged 20
		SP:Iteration 23Q (60901.510000 sec): 3 clusters
  Score: Raw -976440.950873 + Penalty 2928.229300 = -973512.721573
  nChanged 17
		SP:Iteration 24Q (60901.700000 sec): 3 clusters
  Score: Raw -976448.293591 + Penalty 2928.229300 = -973520.064291
  nChanged 14
		SP:Iteration 25Q (60901.910000 sec): 3 clusters
  Score: Raw -976454.042118 + Penalty 2928.229300 = -973525.812818
  nChanged 17
		SP:Iteration 26Q (60902.090000 sec): 3 clusters
  Score: Raw -976459.795717 + Penalty 2928.229300 = -973531.566417
  nChanged 12
		SP:Iteration 27Q (60902.290000 sec): 3 clusters
  Score: Raw -976464.349329 + Penalty 2928.229300 = -973536.120029
  nChanged 11
		SP:Iteration 28Q (60902.490000 sec): 3 clusters
  Score: Raw -976469.358243 + Penalty 2928.229300 = -973541.128943
  nChanged 9
		SP:Iteration 29Q (60902.690000 sec): 3 clusters
  Score: Raw -976473.648510 + Penalty 2928.229300 = -973545.419210
  nChanged 10
		SP:Iteration 30Q (60902.910000 sec): 3 clusters
  Score: Raw -976476.944229 + Penalty 2928.229300 = -973548.714929
  nChanged 14
		SP:Iteration 31Q (60903.100000 sec): 3 clusters
  Score: Raw -976482.612810 + Penalty 2928.229300 = -973554.383510
  nChanged 16
		SP:Iteration 32Q (60903.300000 sec): 3 clusters
  Score: Raw -976489.389545 + Penalty 2928.229300 = -973561.160245
  nChanged 17
		SP:Iteration 33Q (60903.530000 sec): 3 clusters
  Score: Raw -976495.894348 + Penalty 2928.229300 = -973567.665048
  nChanged 12
		SP:Iteration 34Q (60903.710000 sec): 3 clusters
  Score: Raw -976499.602758 + Penalty 2928.229300 = -973571.373458
  nChanged 13
		SP:Iteration 35Q (60903.930000 sec): 3 clusters
  Score: Raw -976504.794205 + Penalty 2928.229300 = -973576.564905
  nChanged 12
		SP:Iteration 36Q (60904.120000 sec): 3 clusters
  Score: Raw -976508.545881 + Penalty 2928.229300 = -973580.316581
  nChanged 7
		SP:Iteration 37Q (60904.350000 sec): 3 clusters
  Score: Raw -976510.654248 + Penalty 2928.229300 = -973582.424948
  nChanged 10
		SP:Iteration 38Q (60904.560000 sec): 3 clusters
  Score: Raw -976514.988957 + Penalty 2928.229300 = -973586.759657
  nChanged 6
		SP:Iteration 39Q (60904.770000 sec): 3 clusters
  Score: Raw -976516.658462 + Penalty 2928.229300 = -973588.429162
  nChanged 4
		SP:Iteration 40F (60904.980000 sec): 3 clusters
  Score: Raw -976517.596990 + Penalty 2928.229300 = -973589.367690
  nChanged 4
		SP:Iteration 41Q (60905.150000 sec): 3 clusters
  Score: Raw -976518.415081 + Penalty 2928.229300 = -973590.185781
  nChanged 2
		SP:Iteration 42Q (60905.370000 sec): 3 clusters
  Score: Raw -976518.844534 + Penalty 2928.229300 = -973590.615234
  nChanged 3
		SP:Iteration 43Q (60905.590000 sec): 3 clusters
  Score: Raw -976519.812468 + Penalty 2928.229300 = -973591.583168
  nChanged 4
		SP:Iteration 44Q (60905.790000 sec): 3 clusters
  Score: Raw -976521.192650 + Penalty 2928.229300 = -973592.963350
  nChanged 5
		SP:Iteration 45Q (60906.020000 sec): 3 clusters
  Score: Raw -976522.560768 + Penalty 2928.229300 = -973594.331468
  nChanged 3
		SP:Iteration 46Q (60906.270000 sec): 3 clusters
  Score: Raw -976523.456194 + Penalty 2928.229300 = -973595.226894
  nChanged 3
		SP:Iteration 47Q (60906.490000 sec): 3 clusters
  Score: Raw -976524.707500 + Penalty 2928.229300 = -973596.478200
  nChanged 4
		SP:Iteration 48Q (60906.690000 sec): 3 clusters
  Score: Raw -976525.694010 + Penalty 2928.229300 = -973597.464710
  nChanged 3
		SP:Iteration 49Q (60906.840000 sec): 3 clusters
  Score: Raw -976526.282900 + Penalty 2928.229300 = -973598.053600
  nChanged 1
		SP:Iteration 50Q (60907.060000 sec): 3 clusters
  Score: Raw -976526.360540 + Penalty 2928.229300 = -973598.131240
  nChanged 0
		SP:Iteration 51F (60907.310000 sec): 3 clusters
  Score: Raw -976526.360540 + Penalty 2928.229300 = -973598.131240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 95 (5696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60907.380000 sec): 2 clusters
  Score: Raw -679808.547038 + Penalty 1405.221911 = -678403.325126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60907.570000 sec): 3 clusters
  Score: Raw -676845.904066 + Penalty 2810.443822 = -674035.460243
  nChanged 2332
		SP:Iteration 1F (60907.740000 sec): 3 clusters
  Score: Raw -678083.263019 + Penalty 2810.443822 = -675272.819197
  nChanged 436
		SP:Iteration 2F (60907.880000 sec): 3 clusters
  Score: Raw -678308.250399 + Penalty 2810.443822 = -675497.806577
  nChanged 321
		SP:Iteration 3F (60908.100000 sec): 3 clusters
  Score: Raw -678456.251071 + Penalty 2810.443822 = -675645.807249
  nChanged 249
		SP:Iteration 4Q (60908.270000 sec): 3 clusters
  Score: Raw -678568.026122 + Penalty 2810.443822 = -675757.582300
  nChanged 229
		SP:Iteration 5Q (60908.480000 sec): 3 clusters
  Score: Raw -678694.211479 + Penalty 2810.443822 = -675883.767656
  nChanged 227
		SP:Iteration 6Q (60908.660000 sec): 3 clusters
  Score: Raw -678832.109154 + Penalty 2810.443822 = -676021.665331
  nChanged 255
		SP:Iteration 7Q (60908.860000 sec): 3 clusters
  Score: Raw -678983.788411 + Penalty 2810.443822 = -676173.344589
  nChanged 234
		SP:Iteration 8Q (60909.010000 sec): 3 clusters
  Score: Raw -679131.450063 + Penalty 2810.443822 = -676321.006241
  nChanged 226
		SP:Iteration 9Q (60909.160000 sec): 3 clusters
  Score: Raw -679288.370264 + Penalty 2810.443822 = -676477.926441
  nChanged 241
		SP:Iteration 10Q (60909.330000 sec): 3 clusters
  Score: Raw -679460.531874 + Penalty 2810.443822 = -676650.088052
  nChanged 190
		SP:Iteration 11Q (60909.520000 sec): 3 clusters
  Score: Raw -679589.960142 + Penalty 2810.443822 = -676779.516320
  nChanged 142
		SP:Iteration 12Q (60909.740000 sec): 3 clusters
  Score: Raw -679692.514380 + Penalty 2810.443822 = -676882.070558
  nChanged 116
		SP:Iteration 13Q (60909.900000 sec): 3 clusters
  Score: Raw -679780.905607 + Penalty 2810.443822 = -676970.461785
  nChanged 96
		SP:Iteration 14Q (60910.100000 sec): 3 clusters
  Score: Raw -679846.024214 + Penalty 2810.443822 = -677035.580392
  nChanged 75
		SP:Iteration 15Q (60910.280000 sec): 3 clusters
  Score: Raw -679892.620856 + Penalty 2810.443822 = -677082.177034
  nChanged 55
		SP:Iteration 16Q (60910.490000 sec): 3 clusters
  Score: Raw -679924.707067 + Penalty 2810.443822 = -677114.263245
  nChanged 37
		SP:Iteration 17Q (60910.650000 sec): 3 clusters
  Score: Raw -679947.748710 + Penalty 2810.443822 = -677137.304888
  nChanged 30
		SP:Iteration 18Q (60910.820000 sec): 3 clusters
  Score: Raw -679967.546038 + Penalty 2810.443822 = -677157.102216
  nChanged 24
		SP:Iteration 19Q (60911.010000 sec): 3 clusters
  Score: Raw -679985.909064 + Penalty 2810.443822 = -677175.465242
  nChanged 25
		SP:Iteration 20F (60911.260000 sec): 3 clusters
  Score: Raw -680000.841866 + Penalty 2810.443822 = -677190.398044
  nChanged 16
		SP:Iteration 21Q (60911.430000 sec): 3 clusters
  Score: Raw -680013.972531 + Penalty 2810.443822 = -677203.528709
  nChanged 11
		SP:Iteration 22Q (60911.610000 sec): 3 clusters
  Score: Raw -680023.582819 + Penalty 2810.443822 = -677213.138997
  nChanged 11
		SP:Iteration 23Q (60911.800000 sec): 3 clusters
  Score: Raw -680034.086613 + Penalty 2810.443822 = -677223.642791
  nChanged 10
		SP:Iteration 24Q (60911.990000 sec): 3 clusters
  Score: Raw -680041.259863 + Penalty 2810.443822 = -677230.816041
  nChanged 5
		SP:Iteration 25Q (60912.200000 sec): 3 clusters
  Score: Raw -680045.248233 + Penalty 2810.443822 = -677234.804410
  nChanged 3
		SP:Iteration 26Q (60912.400000 sec): 3 clusters
  Score: Raw -680047.189155 + Penalty 2810.443822 = -677236.745333
  nChanged 3
		SP:Iteration 27Q (60912.580000 sec): 3 clusters
  Score: Raw -680048.585088 + Penalty 2810.443822 = -677238.141266
  nChanged 1
		SP:Iteration 28Q (60912.800000 sec): 3 clusters
  Score: Raw -680049.206055 + Penalty 2810.443822 = -677238.762233
  nChanged 2
		SP:Iteration 29Q (60912.990000 sec): 3 clusters
  Score: Raw -680049.986375 + Penalty 2810.443822 = -677239.542552
  nChanged 0
		SP:Iteration 30F (60913.140000 sec): 3 clusters
  Score: Raw -680049.986375 + Penalty 2810.443822 = -677239.542552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 96 (31642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60913.400000 sec): 2 clusters
  Score: Raw -3606305.561393 + Penalty 1683.864103 = -3604621.697291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60913.760000 sec): 3 clusters
  Score: Raw -3586613.214791 + Penalty 3367.728205 = -3583245.486586
  nChanged 14719
		SP:Iteration 1F (60914.090000 sec): 3 clusters
  Score: Raw -3595605.556407 + Penalty 3367.728205 = -3592237.828202
  nChanged 2102
		SP:Iteration 2F (60914.380000 sec): 3 clusters
  Score: Raw -3596869.386681 + Penalty 3367.728205 = -3593501.658476
  nChanged 2174
		SP:Iteration 3F (60914.680000 sec): 3 clusters
  Score: Raw -3598262.117739 + Penalty 3367.728205 = -3594894.389534
  nChanged 2125
		SP:Iteration 4F (60914.980000 sec): 3 clusters
  Score: Raw -3599617.650710 + Penalty 3367.728205 = -3596249.922504
  nChanged 1946
		SP:Iteration 5F (60915.330000 sec): 3 clusters
  Score: Raw -3600812.603397 + Penalty 3367.728205 = -3597444.875192
  nChanged 1649
		SP:Iteration 6F (60915.660000 sec): 3 clusters
  Score: Raw -3601767.303711 + Penalty 3367.728205 = -3598399.575506
  nChanged 1415
		SP:Iteration 7Q (60916.030000 sec): 3 clusters
  Score: Raw -3602574.551978 + Penalty 3367.728205 = -3599206.823773
  nChanged 1233
		SP:Iteration 8Q (60916.350000 sec): 3 clusters
  Score: Raw -3603284.497783 + Penalty 3367.728205 = -3599916.769578
  nChanged 1115
		SP:Iteration 9Q (60916.740000 sec): 3 clusters
  Score: Raw -3603962.693197 + Penalty 3367.728205 = -3600594.964992
  nChanged 1011
		SP:Iteration 10Q (60916.990000 sec): 3 clusters
  Score: Raw -3604636.806885 + Penalty 3367.728205 = -3601269.078680
  nChanged 937
		SP:Iteration 11Q (60917.330000 sec): 3 clusters
  Score: Raw -3605306.317815 + Penalty 3367.728205 = -3601938.589610
  nChanged 794
		SP:Iteration 12Q (60917.670000 sec): 3 clusters
  Score: Raw -3605890.917051 + Penalty 3367.728205 = -3602523.188846
  nChanged 592
		SP:Iteration 13Q (60917.990000 sec): 3 clusters
  Score: Raw -3606321.500010 + Penalty 3367.728205 = -3602953.771805
  nChanged 347
		SP:Iteration 14Q (60918.330000 sec): 3 clusters
  Score: Raw -3606541.858994 + Penalty 3367.728205 = -3603174.130789
  nChanged 229
		SP:Iteration 15Q (60918.660000 sec): 3 clusters
  Score: Raw -3606687.777514 + Penalty 3367.728205 = -3603320.049309
  nChanged 165
		SP:Iteration 16Q (60918.960000 sec): 3 clusters
  Score: Raw -3606784.001287 + Penalty 3367.728205 = -3603416.273082
  nChanged 103
		SP:Iteration 17Q (60919.220000 sec): 3 clusters
  Score: Raw -3606849.693847 + Penalty 3367.728205 = -3603481.965642
  nChanged 94
		SP:Iteration 18Q (60919.580000 sec): 3 clusters
  Score: Raw -3606909.052885 + Penalty 3367.728205 = -3603541.324680
  nChanged 77
		SP:Iteration 19Q (60919.900000 sec): 3 clusters
  Score: Raw -3606946.556237 + Penalty 3367.728205 = -3603578.828032
  nChanged 48
		SP:Iteration 20F (60920.200000 sec): 3 clusters
  Score: Raw -3606968.569328 + Penalty 3367.728205 = -3603600.841123
  nChanged 41
		SP:Iteration 21Q (60920.520000 sec): 3 clusters
  Score: Raw -3606983.836307 + Penalty 3367.728205 = -3603616.108102
  nChanged 34
		SP:Iteration 22Q (60920.830000 sec): 3 clusters
  Score: Raw -3606996.124285 + Penalty 3367.728205 = -3603628.396080
  nChanged 24
		SP:Iteration 23Q (60921.120000 sec): 3 clusters
  Score: Raw -3607004.768533 + Penalty 3367.728205 = -3603637.040328
  nChanged 21
		SP:Iteration 24Q (60921.380000 sec): 3 clusters
  Score: Raw -3607011.701940 + Penalty 3367.728205 = -3603643.973735
  nChanged 10
		SP:Iteration 25Q (60921.700000 sec): 3 clusters
  Score: Raw -3607016.266025 + Penalty 3367.728205 = -3603648.537820
  nChanged 13
		SP:Iteration 26Q (60921.940000 sec): 3 clusters
  Score: Raw -3607020.493876 + Penalty 3367.728205 = -3603652.765671
  nChanged 13
		SP:Iteration 27Q (60922.230000 sec): 3 clusters
  Score: Raw -3607025.430151 + Penalty 3367.728205 = -3603657.701946
  nChanged 12
		SP:Iteration 28Q (60922.510000 sec): 3 clusters
  Score: Raw -3607028.926656 + Penalty 3367.728205 = -3603661.198451
  nChanged 10
		SP:Iteration 29Q (60922.810000 sec): 3 clusters
  Score: Raw -3607033.355778 + Penalty 3367.728205 = -3603665.627573
  nChanged 9
		SP:Iteration 30Q (60923.070000 sec): 3 clusters
  Score: Raw -3607036.540250 + Penalty 3367.728205 = -3603668.812045
  nChanged 9
		SP:Iteration 31Q (60923.410000 sec): 3 clusters
  Score: Raw -3607040.129301 + Penalty 3367.728205 = -3603672.401096
  nChanged 8
		SP:Iteration 32Q (60923.750000 sec): 3 clusters
  Score: Raw -3607043.733145 + Penalty 3367.728205 = -3603676.004940
  nChanged 7
		SP:Iteration 33Q (60924.040000 sec): 3 clusters
  Score: Raw -3607047.276919 + Penalty 3367.728205 = -3603679.548714
  nChanged 8
		SP:Iteration 34Q (60924.390000 sec): 3 clusters
  Score: Raw -3607050.496511 + Penalty 3367.728205 = -3603682.768306
  nChanged 8
		SP:Iteration 35Q (60924.700000 sec): 3 clusters
  Score: Raw -3607053.838643 + Penalty 3367.728205 = -3603686.110438
  nChanged 9
		SP:Iteration 36Q (60924.980000 sec): 3 clusters
  Score: Raw -3607056.877380 + Penalty 3367.728205 = -3603689.149175
  nChanged 2
		SP:Iteration 37Q (60925.300000 sec): 3 clusters
  Score: Raw -3607057.452093 + Penalty 3367.728205 = -3603689.723888
  nChanged 1
		SP:Iteration 38Q (60925.620000 sec): 3 clusters
  Score: Raw -3607057.774021 + Penalty 3367.728205 = -3603690.045816
  nChanged 2
		SP:Iteration 39Q (60925.890000 sec): 3 clusters
  Score: Raw -3607058.436842 + Penalty 3367.728205 = -3603690.708637
  nChanged 2
		SP:Iteration 40F (60926.250000 sec): 3 clusters
  Score: Raw -3607059.840023 + Penalty 3367.728205 = -3603692.111818
  nChanged 4
		SP:Iteration 41Q (60926.580000 sec): 3 clusters
  Score: Raw -3607061.124658 + Penalty 3367.728205 = -3603693.396453
  nChanged 3
		SP:Iteration 42Q (60926.900000 sec): 3 clusters
  Score: Raw -3607062.211834 + Penalty 3367.728205 = -3603694.483629
  nChanged 1
		SP:Iteration 43Q (60927.170000 sec): 3 clusters
  Score: Raw -3607062.311474 + Penalty 3367.728205 = -3603694.583269
  nChanged 0
		SP:Iteration 44F (60927.470000 sec): 3 clusters
  Score: Raw -3607062.311474 + Penalty 3367.728205 = -3603694.583269
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 97 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60927.610000 sec): 2 clusters
  Score: Raw -26680.636158 + Penalty 895.275605 = -25785.360553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60927.790000 sec): 3 clusters
  Score: Raw -26753.812632 + Penalty 1790.551209 = -24963.261423
  nChanged 50
		SP:Iteration 1F (60927.970000 sec): 3 clusters
  Score: Raw -26858.587204 + Penalty 1790.551209 = -25068.035995
  nChanged 12
		SP:Iteration 2Q (60928.130000 sec): 3 clusters
  Score: Raw -26887.067150 + Penalty 1790.551209 = -25096.515940
  nChanged 5
		SP:Iteration 3Q (60928.300000 sec): 3 clusters
  Score: Raw -26905.318784 + Penalty 1790.551209 = -25114.767575
  nChanged 2
		SP:Iteration 4Q (60928.450000 sec): 3 clusters
  Score: Raw -26911.572281 + Penalty 1790.551209 = -25121.021071
  nChanged 0
		SP:Iteration 5F (60928.650000 sec): 3 clusters
  Score: Raw -26911.572281 + Penalty 1790.551209 = -25121.021071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 98 (1707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60928.740000 sec): 2 clusters
  Score: Raw -204162.417939 + Penalty 1209.405067 = -202953.012872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60928.920000 sec): 3 clusters
  Score: Raw -203472.973963 + Penalty 2418.810135 = -201054.163828
  nChanged 585
		SP:Iteration 1F (60929.110000 sec): 3 clusters
  Score: Raw -203888.878022 + Penalty 2418.810135 = -201470.067887
  nChanged 158
		SP:Iteration 2F (60929.280000 sec): 3 clusters
  Score: Raw -204038.101270 + Penalty 2418.810135 = -201619.291135
  nChanged 90
		SP:Iteration 3F (60929.490000 sec): 3 clusters
  Score: Raw -204112.895156 + Penalty 2418.810135 = -201694.085021
  nChanged 69
		SP:Iteration 4Q (60929.640000 sec): 3 clusters
  Score: Raw -204176.051324 + Penalty 2418.810135 = -201757.241189
  nChanged 66
		SP:Iteration 5Q (60929.810000 sec): 3 clusters
  Score: Raw -204225.611415 + Penalty 2418.810135 = -201806.801280
  nChanged 49
		SP:Iteration 6Q (60929.990000 sec): 3 clusters
  Score: Raw -204263.557997 + Penalty 2418.810135 = -201844.747862
  nChanged 31
		SP:Iteration 7Q (60930.140000 sec): 3 clusters
  Score: Raw -204285.706930 + Penalty 2418.810135 = -201866.896795
  nChanged 32
		SP:Iteration 8Q (60930.330000 sec): 3 clusters
  Score: Raw -204309.097878 + Penalty 2418.810135 = -201890.287744
  nChanged 24
		SP:Iteration 9Q (60930.510000 sec): 3 clusters
  Score: Raw -204327.900168 + Penalty 2418.810135 = -201909.090033
  nChanged 24
		SP:Iteration 10Q (60930.710000 sec): 3 clusters
  Score: Raw -204346.403370 + Penalty 2418.810135 = -201927.593236
  nChanged 25
		SP:Iteration 11Q (60930.910000 sec): 3 clusters
  Score: Raw -204365.253306 + Penalty 2418.810135 = -201946.443171
  nChanged 21
		SP:Iteration 12Q (60931.120000 sec): 3 clusters
  Score: Raw -204380.847239 + Penalty 2418.810135 = -201962.037104
  nChanged 20
		SP:Iteration 13Q (60931.290000 sec): 3 clusters
  Score: Raw -204394.238760 + Penalty 2418.810135 = -201975.428625
  nChanged 17
		SP:Iteration 14Q (60931.490000 sec): 3 clusters
  Score: Raw -204403.772071 + Penalty 2418.810135 = -201984.961936
  nChanged 10
		SP:Iteration 15Q (60931.650000 sec): 3 clusters
  Score: Raw -204408.737992 + Penalty 2418.810135 = -201989.927857
  nChanged 12
		SP:Iteration 16Q (60931.850000 sec): 3 clusters
  Score: Raw -204417.552246 + Penalty 2418.810135 = -201998.742111
  nChanged 10
		SP:Iteration 17Q (60932.010000 sec): 3 clusters
  Score: Raw -204424.219713 + Penalty 2418.810135 = -202005.409578
  nChanged 8
		SP:Iteration 18Q (60932.200000 sec): 3 clusters
  Score: Raw -204429.932275 + Penalty 2418.810135 = -202011.122141
  nChanged 6
		SP:Iteration 19Q (60932.380000 sec): 3 clusters
  Score: Raw -204434.846591 + Penalty 2418.810135 = -202016.036456
  nChanged 3
		SP:Iteration 20F (60932.550000 sec): 3 clusters
  Score: Raw -204436.456663 + Penalty 2418.810135 = -202017.646529
  nChanged 2
		SP:Iteration 21Q (60932.730000 sec): 3 clusters
  Score: Raw -204438.040185 + Penalty 2418.810135 = -202019.230051
  nChanged 3
		SP:Iteration 22Q (60932.920000 sec): 3 clusters
  Score: Raw -204439.447577 + Penalty 2418.810135 = -202020.637442
  nChanged 1
		SP:Iteration 23Q (60933.090000 sec): 3 clusters
  Score: Raw -204440.249391 + Penalty 2418.810135 = -202021.439257
  nChanged 2
		SP:Iteration 24Q (60933.240000 sec): 3 clusters
  Score: Raw -204442.418458 + Penalty 2418.810135 = -202023.608323
  nChanged 2
		SP:Iteration 25Q (60933.460000 sec): 3 clusters
  Score: Raw -204443.790858 + Penalty 2418.810135 = -202024.980723
  nChanged 1
		SP:Iteration 26Q (60933.590000 sec): 3 clusters
  Score: Raw -204444.572352 + Penalty 2418.810135 = -202025.762217
  nChanged 0
		SP:Iteration 27F (60933.820000 sec): 3 clusters
  Score: Raw -204444.572352 + Penalty 2418.810135 = -202025.762217
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 99 (2579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60933.910000 sec): 2 clusters
  Score: Raw -296258.331057 + Penalty 1276.463013 = -294981.868044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60934.080000 sec): 3 clusters
  Score: Raw -295105.653804 + Penalty 2552.926027 = -292552.727777
  nChanged 950
		SP:Iteration 1F (60934.250000 sec): 3 clusters
  Score: Raw -295743.554228 + Penalty 2552.926027 = -293190.628202
  nChanged 213
		SP:Iteration 2F (60934.380000 sec): 3 clusters
  Score: Raw -295912.916403 + Penalty 2552.926027 = -293359.990376
  nChanged 178
		SP:Iteration 3F (60934.610000 sec): 3 clusters
  Score: Raw -296066.284889 + Penalty 2552.926027 = -293513.358862
  nChanged 148
		SP:Iteration 4F (60934.770000 sec): 3 clusters
  Score: Raw -296201.349390 + Penalty 2552.926027 = -293648.423363
  nChanged 127
		SP:Iteration 5Q (60934.950000 sec): 3 clusters
  Score: Raw -296318.704409 + Penalty 2552.926027 = -293765.778382
  nChanged 106
		SP:Iteration 6Q (60935.070000 sec): 3 clusters
  Score: Raw -296415.027565 + Penalty 2552.926027 = -293862.101538
  nChanged 100
		SP:Iteration 7Q (60935.250000 sec): 3 clusters
  Score: Raw -296498.460437 + Penalty 2552.926027 = -293945.534410
  nChanged 86
		SP:Iteration 8Q (60935.470000 sec): 3 clusters
  Score: Raw -296567.560023 + Penalty 2552.926027 = -294014.633996
  nChanged 68
		SP:Iteration 9Q (60935.660000 sec): 3 clusters
  Score: Raw -296611.169457 + Penalty 2552.926027 = -294058.243430
  nChanged 53
		SP:Iteration 10Q (60935.840000 sec): 3 clusters
  Score: Raw -296657.496186 + Penalty 2552.926027 = -294104.570159
  nChanged 44
		SP:Iteration 11Q (60936.000000 sec): 3 clusters
  Score: Raw -296703.633765 + Penalty 2552.926027 = -294150.707738
  nChanged 46
		SP:Iteration 12Q (60936.210000 sec): 3 clusters
  Score: Raw -296738.332553 + Penalty 2552.926027 = -294185.406526
  nChanged 35
		SP:Iteration 13Q (60936.360000 sec): 3 clusters
  Score: Raw -296765.496492 + Penalty 2552.926027 = -294212.570465
  nChanged 28
		SP:Iteration 14Q (60936.560000 sec): 3 clusters
  Score: Raw -296781.719262 + Penalty 2552.926027 = -294228.793235
  nChanged 27
		SP:Iteration 15Q (60936.710000 sec): 3 clusters
  Score: Raw -296801.179685 + Penalty 2552.926027 = -294248.253658
  nChanged 20
		SP:Iteration 16Q (60936.910000 sec): 3 clusters
  Score: Raw -296815.782641 + Penalty 2552.926027 = -294262.856614
  nChanged 18
		SP:Iteration 17Q (60937.120000 sec): 3 clusters
  Score: Raw -296825.261324 + Penalty 2552.926027 = -294272.335297
  nChanged 15
		SP:Iteration 18Q (60937.310000 sec): 3 clusters
  Score: Raw -296833.265825 + Penalty 2552.926027 = -294280.339798
  nChanged 10
		SP:Iteration 19Q (60937.460000 sec): 3 clusters
  Score: Raw -296837.819077 + Penalty 2552.926027 = -294284.893051
  nChanged 9
		SP:Iteration 20F (60937.660000 sec): 3 clusters
  Score: Raw -296841.777417 + Penalty 2552.926027 = -294288.851390
  nChanged 3
		SP:Iteration 21Q (60937.820000 sec): 3 clusters
  Score: Raw -296843.167314 + Penalty 2552.926027 = -294290.241288
  nChanged 3
		SP:Iteration 22Q (60938.000000 sec): 3 clusters
  Score: Raw -296844.150496 + Penalty 2552.926027 = -294291.224469
  nChanged 1
		SP:Iteration 23Q (60938.180000 sec): 3 clusters
  Score: Raw -296844.647214 + Penalty 2552.926027 = -294291.721187
  nChanged 2
		SP:Iteration 24Q (60938.330000 sec): 3 clusters
  Score: Raw -296845.694843 + Penalty 2552.926027 = -294292.768816
  nChanged 2
		SP:Iteration 25Q (60938.560000 sec): 3 clusters
  Score: Raw -296846.740533 + Penalty 2552.926027 = -294293.814506
  nChanged 2
		SP:Iteration 26Q (60938.750000 sec): 3 clusters
  Score: Raw -296847.931604 + Penalty 2552.926027 = -294295.005578
  nChanged 3
		SP:Iteration 27Q (60938.900000 sec): 3 clusters
  Score: Raw -296849.732884 + Penalty 2552.926027 = -294296.806857
  nChanged 5
		SP:Iteration 28Q (60939.100000 sec): 3 clusters
  Score: Raw -296852.124050 + Penalty 2552.926027 = -294299.198023
  nChanged 5
		SP:Iteration 29Q (60939.270000 sec): 3 clusters
  Score: Raw -296854.103131 + Penalty 2552.926027 = -294301.177104
  nChanged 4
		SP:Iteration 30Q (60939.440000 sec): 3 clusters
  Score: Raw -296857.234076 + Penalty 2552.926027 = -294304.308049
  nChanged 5
		SP:Iteration 31Q (60939.640000 sec): 3 clusters
  Score: Raw -296859.757339 + Penalty 2552.926027 = -294306.831312
  nChanged 7
		SP:Iteration 32Q (60939.810000 sec): 3 clusters
  Score: Raw -296864.262456 + Penalty 2552.926027 = -294311.336429
  nChanged 5
		SP:Iteration 33Q (60939.990000 sec): 3 clusters
  Score: Raw -296867.541572 + Penalty 2552.926027 = -294314.615545
  nChanged 8
		SP:Iteration 34Q (60940.200000 sec): 3 clusters
  Score: Raw -296871.270480 + Penalty 2552.926027 = -294318.344453
  nChanged 5
		SP:Iteration 35Q (60940.350000 sec): 3 clusters
  Score: Raw -296874.743642 + Penalty 2552.926027 = -294321.817615
  nChanged 6
		SP:Iteration 36Q (60940.540000 sec): 3 clusters
  Score: Raw -296878.516589 + Penalty 2552.926027 = -294325.590562
  nChanged 4
		SP:Iteration 37Q (60940.720000 sec): 3 clusters
  Score: Raw -296880.428502 + Penalty 2552.926027 = -294327.502475
  nChanged 2
		SP:Iteration 38Q (60940.860000 sec): 3 clusters
  Score: Raw -296881.264808 + Penalty 2552.926027 = -294328.338781
  nChanged 2
		SP:Iteration 39Q (60941.030000 sec): 3 clusters
  Score: Raw -296881.913877 + Penalty 2552.926027 = -294328.987850
  nChanged 0
		SP:Iteration 40F (60941.240000 sec): 3 clusters
  Score: Raw -296881.913877 + Penalty 2552.926027 = -294328.987850
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 100 (5031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60941.330000 sec): 2 clusters
  Score: Raw -605533.694660 + Penalty 1385.048283 = -604148.646377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60941.520000 sec): 3 clusters
  Score: Raw -602922.933634 + Penalty 2770.096566 = -600152.837068
  nChanged 2060
		SP:Iteration 1F (60941.690000 sec): 3 clusters
  Score: Raw -604014.050564 + Penalty 2770.096566 = -601243.953997
  nChanged 358
		SP:Iteration 2F (60941.860000 sec): 3 clusters
  Score: Raw -604188.791250 + Penalty 2770.096566 = -601418.694684
  nChanged 230
		SP:Iteration 3Q (60942.050000 sec): 3 clusters
  Score: Raw -604286.972887 + Penalty 2770.096566 = -601516.876320
  nChanged 180
		SP:Iteration 4Q (60942.240000 sec): 3 clusters
  Score: Raw -604364.243451 + Penalty 2770.096566 = -601594.146885
  nChanged 165
		SP:Iteration 5Q (60942.450000 sec): 3 clusters
  Score: Raw -604445.712266 + Penalty 2770.096566 = -601675.615699
  nChanged 187
		SP:Iteration 6Q (60942.650000 sec): 3 clusters
  Score: Raw -604533.048673 + Penalty 2770.096566 = -601762.952107
  nChanged 173
		SP:Iteration 7Q (60942.860000 sec): 3 clusters
  Score: Raw -604631.976902 + Penalty 2770.096566 = -601861.880336
  nChanged 196
		SP:Iteration 8Q (60943.060000 sec): 3 clusters
  Score: Raw -604743.790823 + Penalty 2770.096566 = -601973.694257
  nChanged 183
		SP:Iteration 9Q (60943.250000 sec): 3 clusters
  Score: Raw -604853.926055 + Penalty 2770.096566 = -602083.829488
  nChanged 201
		SP:Iteration 10Q (60943.460000 sec): 3 clusters
  Score: Raw -604985.605834 + Penalty 2770.096566 = -602215.509268
  nChanged 193
		SP:Iteration 11Q (60943.610000 sec): 3 clusters
  Score: Raw -605117.114406 + Penalty 2770.096566 = -602347.017839
  nChanged 174
		SP:Iteration 12Q (60943.780000 sec): 3 clusters
  Score: Raw -605220.918845 + Penalty 2770.096566 = -602450.822279
  nChanged 133
		SP:Iteration 13Q (60943.960000 sec): 3 clusters
  Score: Raw -605303.664212 + Penalty 2770.096566 = -602533.567645
  nChanged 128
		SP:Iteration 14Q (60944.190000 sec): 3 clusters
  Score: Raw -605397.020802 + Penalty 2770.096566 = -602626.924236
  nChanged 113
		SP:Iteration 15Q (60944.370000 sec): 3 clusters
  Score: Raw -605474.909751 + Penalty 2770.096566 = -602704.813185
  nChanged 91
		SP:Iteration 16Q (60944.550000 sec): 3 clusters
  Score: Raw -605534.134957 + Penalty 2770.096566 = -602764.038390
  nChanged 69
		SP:Iteration 17Q (60944.750000 sec): 3 clusters
  Score: Raw -605586.158765 + Penalty 2770.096566 = -602816.062198
  nChanged 67
		SP:Iteration 18Q (60944.940000 sec): 3 clusters
  Score: Raw -605623.688296 + Penalty 2770.096566 = -602853.591730
  nChanged 39
		SP:Iteration 19Q (60945.110000 sec): 3 clusters
  Score: Raw -605646.246511 + Penalty 2770.096566 = -602876.149944
  nChanged 39
		SP:Iteration 20F (60945.300000 sec): 3 clusters
  Score: Raw -605669.261880 + Penalty 2770.096566 = -602899.165314
  nChanged 29
		SP:Iteration 21Q (60945.500000 sec): 3 clusters
  Score: Raw -605686.845578 + Penalty 2770.096566 = -602916.749012
  nChanged 23
		SP:Iteration 22Q (60945.680000 sec): 3 clusters
  Score: Raw -605702.310080 + Penalty 2770.096566 = -602932.213514
  nChanged 21
		SP:Iteration 23Q (60945.880000 sec): 3 clusters
  Score: Raw -605716.975105 + Penalty 2770.096566 = -602946.878539
  nChanged 17
		SP:Iteration 24Q (60946.120000 sec): 3 clusters
  Score: Raw -605729.110153 + Penalty 2770.096566 = -602959.013586
  nChanged 18
		SP:Iteration 25Q (60946.260000 sec): 3 clusters
  Score: Raw -605740.815227 + Penalty 2770.096566 = -602970.718660
  nChanged 13
		SP:Iteration 26Q (60946.480000 sec): 3 clusters
  Score: Raw -605747.923389 + Penalty 2770.096566 = -602977.826823
  nChanged 6
		SP:Iteration 27Q (60946.660000 sec): 3 clusters
  Score: Raw -605751.095411 + Penalty 2770.096566 = -602980.998845
  nChanged 7
		SP:Iteration 28Q (60946.890000 sec): 3 clusters
  Score: Raw -605755.422501 + Penalty 2770.096566 = -602985.325934
  nChanged 5
		SP:Iteration 29Q (60947.080000 sec): 3 clusters
  Score: Raw -605757.410705 + Penalty 2770.096566 = -602987.314139
  nChanged 5
		SP:Iteration 30Q (60947.250000 sec): 3 clusters
  Score: Raw -605759.348909 + Penalty 2770.096566 = -602989.252342
  nChanged 3
		SP:Iteration 31Q (60947.420000 sec): 3 clusters
  Score: Raw -605760.690253 + Penalty 2770.096566 = -602990.593686
  nChanged 2
		SP:Iteration 32Q (60947.620000 sec): 3 clusters
  Score: Raw -605761.978364 + Penalty 2770.096566 = -602991.881798
  nChanged 2
		SP:Iteration 33Q (60947.860000 sec): 3 clusters
  Score: Raw -605763.250465 + Penalty 2770.096566 = -602993.153899
  nChanged 2
		SP:Iteration 34Q (60948.060000 sec): 3 clusters
  Score: Raw -605764.453213 + Penalty 2770.096566 = -602994.356646
  nChanged 2
		SP:Iteration 35Q (60948.230000 sec): 3 clusters
  Score: Raw -605765.884543 + Penalty 2770.096566 = -602995.787976
  nChanged 2
		SP:Iteration 36Q (60948.430000 sec): 3 clusters
  Score: Raw -605768.008399 + Penalty 2770.096566 = -602997.911833
  nChanged 4
		SP:Iteration 37Q (60948.630000 sec): 3 clusters
  Score: Raw -605770.577088 + Penalty 2770.096566 = -603000.480522
  nChanged 4
		SP:Iteration 38Q (60948.800000 sec): 3 clusters
  Score: Raw -605772.287314 + Penalty 2770.096566 = -603002.190748
  nChanged 7
		SP:Iteration 39Q (60949.000000 sec): 3 clusters
  Score: Raw -605775.733728 + Penalty 2770.096566 = -603005.637162
  nChanged 5
		SP:Iteration 40F (60949.200000 sec): 3 clusters
  Score: Raw -605778.953668 + Penalty 2770.096566 = -603008.857102
  nChanged 5
		SP:Iteration 41Q (60949.400000 sec): 3 clusters
  Score: Raw -605782.846634 + Penalty 2770.096566 = -603012.750067
  nChanged 6
		SP:Iteration 42Q (60949.550000 sec): 3 clusters
  Score: Raw -605785.611244 + Penalty 2770.096566 = -603015.514678
  nChanged 3
		SP:Iteration 43Q (60949.750000 sec): 3 clusters
  Score: Raw -605786.521326 + Penalty 2770.096566 = -603016.424760
  nChanged 2
		SP:Iteration 44Q (60949.890000 sec): 3 clusters
  Score: Raw -605787.989788 + Penalty 2770.096566 = -603017.893222
  nChanged 2
		SP:Iteration 45Q (60950.060000 sec): 3 clusters
  Score: Raw -605788.645716 + Penalty 2770.096566 = -603018.549150
  nChanged 1
		SP:Iteration 46Q (60950.250000 sec): 3 clusters
  Score: Raw -605789.444545 + Penalty 2770.096566 = -603019.347979
  nChanged 1
		SP:Iteration 47Q (60950.410000 sec): 3 clusters
  Score: Raw -605789.643637 + Penalty 2770.096566 = -603019.547070
  nChanged 0
		SP:Iteration 48F (60950.550000 sec): 3 clusters
  Score: Raw -605789.643637 + Penalty 2770.096566 = -603019.547070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 101 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60950.650000 sec): 2 clusters
  Score: Raw -69296.407667 + Penalty 1029.446316 = -68266.961352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60950.850000 sec): 3 clusters
  Score: Raw -69168.133208 + Penalty 2058.892632 = -67109.240576
  nChanged 115
		SP:Iteration 1F (60951.010000 sec): 3 clusters
  Score: Raw -69320.051741 + Penalty 2058.892632 = -67261.159110
  nChanged 37
		SP:Iteration 2F (60951.190000 sec): 3 clusters
  Score: Raw -69370.233629 + Penalty 2058.892632 = -67311.340997
  nChanged 8
		SP:Iteration 3Q (60951.380000 sec): 3 clusters
  Score: Raw -69379.070761 + Penalty 2058.892632 = -67320.178129
  nChanged 2
		SP:Iteration 4Q (60951.560000 sec): 3 clusters
  Score: Raw -69381.379235 + Penalty 2058.892632 = -67322.486603
  nChanged 3
		SP:Iteration 5Q (60951.730000 sec): 3 clusters
  Score: Raw -69385.767384 + Penalty 2058.892632 = -67326.874752
  nChanged 3
		SP:Iteration 6Q (60951.920000 sec): 3 clusters
  Score: Raw -69388.087175 + Penalty 2058.892632 = -67329.194543
  nChanged 2
		SP:Iteration 7Q (60952.080000 sec): 3 clusters
  Score: Raw -69392.425765 + Penalty 2058.892632 = -67333.533133
  nChanged 1
		SP:Iteration 8Q (60952.270000 sec): 3 clusters
  Score: Raw -69395.545387 + Penalty 2058.892632 = -67336.652755
  nChanged 1
		SP:Iteration 9Q (60952.450000 sec): 3 clusters
  Score: Raw -69396.501082 + Penalty 2058.892632 = -67337.608451
  nChanged 0
		SP:Iteration 10F (60952.590000 sec): 3 clusters
  Score: Raw -69396.501082 + Penalty 2058.892632 = -67337.608451
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 102 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60952.690000 sec): 2 clusters
  Score: Raw -51454.669671 + Penalty 1019.035620 = -50435.634051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60952.890000 sec): 3 clusters
  Score: Raw -51413.401800 + Penalty 2038.071240 = -49375.330560
  nChanged 139
		SP:Iteration 1F (60953.040000 sec): 3 clusters
  Score: Raw -51615.906591 + Penalty 2038.071240 = -49577.835351
  nChanged 35
		SP:Iteration 2F (60953.240000 sec): 3 clusters
  Score: Raw -51683.738419 + Penalty 2038.071240 = -49645.667178
  nChanged 19
		SP:Iteration 3Q (60953.400000 sec): 3 clusters
  Score: Raw -51725.976619 + Penalty 2038.071240 = -49687.905379
  nChanged 17
		SP:Iteration 4Q (60953.620000 sec): 3 clusters
  Score: Raw -51761.063156 + Penalty 2038.071240 = -49722.991915
  nChanged 10
		SP:Iteration 5Q (60953.760000 sec): 3 clusters
  Score: Raw -51779.752859 + Penalty 2038.071240 = -49741.681618
  nChanged 10
		SP:Iteration 6Q (60953.930000 sec): 3 clusters
  Score: Raw -51803.730051 + Penalty 2038.071240 = -49765.658811
  nChanged 8
		SP:Iteration 7Q (60954.100000 sec): 3 clusters
  Score: Raw -51815.048861 + Penalty 2038.071240 = -49776.977621
  nChanged 5
		SP:Iteration 8Q (60954.290000 sec): 3 clusters
  Score: Raw -51824.804172 + Penalty 2038.071240 = -49786.732932
  nChanged 4
		SP:Iteration 9Q (60954.430000 sec): 3 clusters
  Score: Raw -51835.650686 + Penalty 2038.071240 = -49797.579445
  nChanged 3
		SP:Iteration 10Q (60954.580000 sec): 3 clusters
  Score: Raw -51838.190001 + Penalty 2038.071240 = -49800.118761
  nChanged 0
		SP:Iteration 11F (60954.800000 sec): 3 clusters
  Score: Raw -51838.190001 + Penalty 2038.071240 = -49800.118761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 103 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60954.880000 sec): 2 clusters
  Score: Raw -147689.577774 + Penalty 1161.478382 = -146528.099392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60955.060000 sec): 3 clusters
  Score: Raw -147238.536462 + Penalty 2322.956763 = -144915.579699
  nChanged 383
		SP:Iteration 1F (60955.240000 sec): 3 clusters
  Score: Raw -147551.495813 + Penalty 2322.956763 = -145228.539050
  nChanged 98
		SP:Iteration 2F (60955.390000 sec): 3 clusters
  Score: Raw -147658.629816 + Penalty 2322.956763 = -145335.673053
  nChanged 74
		SP:Iteration 3F (60955.590000 sec): 3 clusters
  Score: Raw -147743.106013 + Penalty 2322.956763 = -145420.149250
  nChanged 55
		SP:Iteration 4Q (60955.740000 sec): 3 clusters
  Score: Raw -147790.630513 + Penalty 2322.956763 = -145467.673750
  nChanged 31
		SP:Iteration 5Q (60955.920000 sec): 3 clusters
  Score: Raw -147828.560650 + Penalty 2322.956763 = -145505.603887
  nChanged 26
		SP:Iteration 6Q (60956.100000 sec): 3 clusters
  Score: Raw -147856.753024 + Penalty 2322.956763 = -145533.796261
  nChanged 19
		SP:Iteration 7Q (60956.280000 sec): 3 clusters
  Score: Raw -147879.614553 + Penalty 2322.956763 = -145556.657790
  nChanged 17
		SP:Iteration 8Q (60956.440000 sec): 3 clusters
  Score: Raw -147890.814815 + Penalty 2322.956763 = -145567.858052
  nChanged 17
		SP:Iteration 9Q (60956.590000 sec): 3 clusters
  Score: Raw -147910.271357 + Penalty 2322.956763 = -145587.314594
  nChanged 20
		SP:Iteration 10Q (60956.780000 sec): 3 clusters
  Score: Raw -147926.309424 + Penalty 2322.956763 = -145603.352661
  nChanged 13
		SP:Iteration 11Q (60956.960000 sec): 3 clusters
  Score: Raw -147939.169408 + Penalty 2322.956763 = -145616.212645
  nChanged 10
		SP:Iteration 12Q (60957.120000 sec): 3 clusters
  Score: Raw -147947.231723 + Penalty 2322.956763 = -145624.274960
  nChanged 14
		SP:Iteration 13Q (60957.250000 sec): 3 clusters
  Score: Raw -147956.441389 + Penalty 2322.956763 = -145633.484626
  nChanged 7
		SP:Iteration 14Q (60957.420000 sec): 3 clusters
  Score: Raw -147962.385283 + Penalty 2322.956763 = -145639.428520
  nChanged 9
		SP:Iteration 15Q (60957.600000 sec): 3 clusters
  Score: Raw -147967.810165 + Penalty 2322.956763 = -145644.853402
  nChanged 7
		SP:Iteration 16Q (60957.780000 sec): 3 clusters
  Score: Raw -147971.945138 + Penalty 2322.956763 = -145648.988375
  nChanged 12
		SP:Iteration 17Q (60957.940000 sec): 3 clusters
  Score: Raw -147981.656622 + Penalty 2322.956763 = -145658.699859
  nChanged 10
		SP:Iteration 18Q (60958.130000 sec): 3 clusters
  Score: Raw -147988.968044 + Penalty 2322.956763 = -145666.011281
  nChanged 10
		SP:Iteration 19Q (60958.300000 sec): 3 clusters
  Score: Raw -148001.166497 + Penalty 2322.956763 = -145678.209734
  nChanged 16
		SP:Iteration 20F (60958.480000 sec): 3 clusters
  Score: Raw -148014.338789 + Penalty 2322.956763 = -145691.382026
  nChanged 18
		SP:Iteration 21Q (60958.680000 sec): 3 clusters
  Score: Raw -148036.977406 + Penalty 2322.956763 = -145714.020643
  nChanged 25
		SP:Iteration 22Q (60958.860000 sec): 3 clusters
  Score: Raw -148067.053489 + Penalty 2322.956763 = -145744.096726
  nChanged 23
		SP:Iteration 23Q (60959.060000 sec): 3 clusters
  Score: Raw -148099.605542 + Penalty 2322.956763 = -145776.648779
  nChanged 30
		SP:Iteration 24Q (60959.200000 sec): 3 clusters
  Score: Raw -148145.692355 + Penalty 2322.956763 = -145822.735592
  nChanged 31
		SP:Iteration 25Q (60959.420000 sec): 3 clusters
  Score: Raw -148178.075803 + Penalty 2322.956763 = -145855.119040
  nChanged 19
		SP:Iteration 26Q (60959.600000 sec): 3 clusters
  Score: Raw -148194.913602 + Penalty 2322.956763 = -145871.956839
  nChanged 16
		SP:Iteration 27Q (60959.780000 sec): 3 clusters
  Score: Raw -148218.892690 + Penalty 2322.956763 = -145895.935927
  nChanged 24
		SP:Iteration 28Q (60959.940000 sec): 3 clusters
  Score: Raw -148248.407251 + Penalty 2322.956763 = -145925.450487
  nChanged 25
		SP:Iteration 29Q (60960.160000 sec): 3 clusters
  Score: Raw -148283.974947 + Penalty 2322.956763 = -145961.018184
  nChanged 22
		SP:Iteration 30Q (60960.320000 sec): 3 clusters
  Score: Raw -148317.320228 + Penalty 2322.956763 = -145994.363464
  nChanged 25
		SP:Iteration 31Q (60960.500000 sec): 3 clusters
  Score: Raw -148355.359593 + Penalty 2322.956763 = -146032.402829
  nChanged 16
		SP:Iteration 32Q (60960.680000 sec): 3 clusters
  Score: Raw -148371.437384 + Penalty 2322.956763 = -146048.480620
  nChanged 8
		SP:Iteration 33Q (60960.840000 sec): 3 clusters
  Score: Raw -148377.820850 + Penalty 2322.956763 = -146054.864087
  nChanged 5
		SP:Iteration 34Q (60961.020000 sec): 3 clusters
  Score: Raw -148382.366256 + Penalty 2322.956763 = -146059.409493
  nChanged 3
		SP:Iteration 35Q (60961.190000 sec): 3 clusters
  Score: Raw -148386.661188 + Penalty 2322.956763 = -146063.704425
  nChanged 4
		SP:Iteration 36Q (60961.370000 sec): 3 clusters
  Score: Raw -148390.692013 + Penalty 2322.956763 = -146067.735250
  nChanged 4
		SP:Iteration 37Q (60961.540000 sec): 3 clusters
  Score: Raw -148395.444079 + Penalty 2322.956763 = -146072.487315
  nChanged 6
		SP:Iteration 38Q (60961.720000 sec): 3 clusters
  Score: Raw -148398.606556 + Penalty 2322.956763 = -146075.649793
  nChanged 2
		SP:Iteration 39Q (60961.880000 sec): 3 clusters
  Score: Raw -148399.960634 + Penalty 2322.956763 = -146077.003871
  nChanged 0
		SP:Iteration 40F (60962.070000 sec): 3 clusters
  Score: Raw -148399.960634 + Penalty 2322.956763 = -146077.003871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 104 (933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60962.160000 sec): 2 clusters
  Score: Raw -96984.133609 + Penalty 1111.240845 = -95872.892764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60962.340000 sec): 3 clusters
  Score: Raw -96697.677354 + Penalty 2222.481690 = -94475.195664
  nChanged 290
		SP:Iteration 1F (60962.490000 sec): 3 clusters
  Score: Raw -97004.227340 + Penalty 2222.481690 = -94781.745650
  nChanged 85
		SP:Iteration 2F (60962.710000 sec): 3 clusters
  Score: Raw -97103.812117 + Penalty 2222.481690 = -94881.330426
  nChanged 57
		SP:Iteration 3F (60962.890000 sec): 3 clusters
  Score: Raw -97175.726735 + Penalty 2222.481690 = -94953.245044
  nChanged 36
		SP:Iteration 4Q (60963.060000 sec): 3 clusters
  Score: Raw -97228.189975 + Penalty 2222.481690 = -95005.708285
  nChanged 34
		SP:Iteration 5Q (60963.270000 sec): 3 clusters
  Score: Raw -97291.910598 + Penalty 2222.481690 = -95069.428908
  nChanged 27
		SP:Iteration 6Q (60963.410000 sec): 3 clusters
  Score: Raw -97330.243552 + Penalty 2222.481690 = -95107.761862
  nChanged 27
		SP:Iteration 7Q (60963.600000 sec): 3 clusters
  Score: Raw -97384.675792 + Penalty 2222.481690 = -95162.194102
  nChanged 18
		SP:Iteration 8Q (60963.760000 sec): 3 clusters
  Score: Raw -97412.680891 + Penalty 2222.481690 = -95190.199201
  nChanged 14
		SP:Iteration 9Q (60963.920000 sec): 3 clusters
  Score: Raw -97434.517210 + Penalty 2222.481690 = -95212.035520
  nChanged 16
		SP:Iteration 10Q (60964.110000 sec): 3 clusters
  Score: Raw -97458.993333 + Penalty 2222.481690 = -95236.511642
  nChanged 13
		SP:Iteration 11Q (60964.300000 sec): 3 clusters
  Score: Raw -97480.531462 + Penalty 2222.481690 = -95258.049772
  nChanged 6
		SP:Iteration 12Q (60964.450000 sec): 3 clusters
  Score: Raw -97487.329423 + Penalty 2222.481690 = -95264.847733
  nChanged 5
		SP:Iteration 13Q (60964.640000 sec): 3 clusters
  Score: Raw -97494.045033 + Penalty 2222.481690 = -95271.563343
  nChanged 4
		SP:Iteration 14Q (60964.830000 sec): 3 clusters
  Score: Raw -97501.741397 + Penalty 2222.481690 = -95279.259707
  nChanged 4
		SP:Iteration 15Q (60965.050000 sec): 3 clusters
  Score: Raw -97516.359421 + Penalty 2222.481690 = -95293.877731
  nChanged 8
		SP:Iteration 16Q (60965.210000 sec): 3 clusters
  Score: Raw -97541.650398 + Penalty 2222.481690 = -95319.168708
  nChanged 15
		SP:Iteration 17Q (60965.380000 sec): 3 clusters
  Score: Raw -97572.274338 + Penalty 2222.481690 = -95349.792647
  nChanged 18
		SP:Iteration 18Q (60965.550000 sec): 3 clusters
  Score: Raw -97600.972649 + Penalty 2222.481690 = -95378.490958
  nChanged 7
		SP:Iteration 19Q (60965.700000 sec): 3 clusters
  Score: Raw -97608.034253 + Penalty 2222.481690 = -95385.552563
  nChanged 6
		SP:Iteration 20F (60965.870000 sec): 3 clusters
  Score: Raw -97613.063451 + Penalty 2222.481690 = -95390.581761
  nChanged 3
		SP:Iteration 21Q (60966.090000 sec): 3 clusters
  Score: Raw -97616.844749 + Penalty 2222.481690 = -95394.363059
  nChanged 1
		SP:Iteration 22Q (60966.280000 sec): 3 clusters
  Score: Raw -97618.773307 + Penalty 2222.481690 = -95396.291617
  nChanged 1
		SP:Iteration 23Q (60966.420000 sec): 3 clusters
  Score: Raw -97619.678294 + Penalty 2222.481690 = -95397.196604
  nChanged 0
		SP:Iteration 24F (60966.600000 sec): 3 clusters
  Score: Raw -97619.678294 + Penalty 2222.481690 = -95397.196604
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 105 (2257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60966.700000 sec): 2 clusters
  Score: Raw -266126.971153 + Penalty 1254.791164 = -264872.179990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60966.910000 sec): 3 clusters
  Score: Raw -265142.744115 + Penalty 2509.582327 = -262633.161788
  nChanged 820
		SP:Iteration 1F (60967.090000 sec): 3 clusters
  Score: Raw -265650.384912 + Penalty 2509.582327 = -263140.802585
  nChanged 183
		SP:Iteration 2F (60967.270000 sec): 3 clusters
  Score: Raw -265783.025391 + Penalty 2509.582327 = -263273.443063
  nChanged 118
		SP:Iteration 3F (60967.420000 sec): 3 clusters
  Score: Raw -265857.732838 + Penalty 2509.582327 = -263348.150510
  nChanged 81
		SP:Iteration 4Q (60967.610000 sec): 3 clusters
  Score: Raw -265925.895850 + Penalty 2509.582327 = -263416.313523
  nChanged 88
		SP:Iteration 5Q (60967.800000 sec): 3 clusters
  Score: Raw -266001.069883 + Penalty 2509.582327 = -263491.487556
  nChanged 83
		SP:Iteration 6Q (60967.960000 sec): 3 clusters
  Score: Raw -266068.408418 + Penalty 2509.582327 = -263558.826091
  nChanged 76
		SP:Iteration 7Q (60968.110000 sec): 3 clusters
  Score: Raw -266142.994475 + Penalty 2509.582327 = -263633.412148
  nChanged 79
		SP:Iteration 8Q (60968.290000 sec): 3 clusters
  Score: Raw -266203.404132 + Penalty 2509.582327 = -263693.821804
  nChanged 60
		SP:Iteration 9Q (60968.470000 sec): 3 clusters
  Score: Raw -266249.037463 + Penalty 2509.582327 = -263739.455135
  nChanged 56
		SP:Iteration 10Q (60968.680000 sec): 3 clusters
  Score: Raw -266288.589186 + Penalty 2509.582327 = -263779.006858
  nChanged 56
		SP:Iteration 11Q (60968.870000 sec): 3 clusters
  Score: Raw -266334.565525 + Penalty 2509.582327 = -263824.983198
  nChanged 56
		SP:Iteration 12Q (60969.020000 sec): 3 clusters
  Score: Raw -266378.575474 + Penalty 2509.582327 = -263868.993147
  nChanged 50
		SP:Iteration 13Q (60969.170000 sec): 3 clusters
  Score: Raw -266423.589509 + Penalty 2509.582327 = -263914.007181
  nChanged 43
		SP:Iteration 14Q (60969.360000 sec): 3 clusters
  Score: Raw -266458.063931 + Penalty 2509.582327 = -263948.481603
  nChanged 37
		SP:Iteration 15Q (60969.580000 sec): 3 clusters
  Score: Raw -266491.456251 + Penalty 2509.582327 = -263981.873923
  nChanged 40
		SP:Iteration 16Q (60969.760000 sec): 3 clusters
  Score: Raw -266529.001683 + Penalty 2509.582327 = -264019.419356
  nChanged 42
		SP:Iteration 17Q (60969.910000 sec): 3 clusters
  Score: Raw -266581.086712 + Penalty 2509.582327 = -264071.504384
  nChanged 43
		SP:Iteration 18Q (60970.100000 sec): 3 clusters
  Score: Raw -266622.337942 + Penalty 2509.582327 = -264112.755615
  nChanged 28
		SP:Iteration 19Q (60970.280000 sec): 3 clusters
  Score: Raw -266646.287729 + Penalty 2509.582327 = -264136.705401
  nChanged 23
		SP:Iteration 20F (60970.440000 sec): 3 clusters
  Score: Raw -266672.586301 + Penalty 2509.582327 = -264163.003974
  nChanged 28
		SP:Iteration 21Q (60970.630000 sec): 3 clusters
  Score: Raw -266703.379312 + Penalty 2509.582327 = -264193.796985
  nChanged 27
		SP:Iteration 22Q (60970.780000 sec): 3 clusters
  Score: Raw -266720.826485 + Penalty 2509.582327 = -264211.244157
  nChanged 14
		SP:Iteration 23Q (60971.000000 sec): 3 clusters
  Score: Raw -266727.272137 + Penalty 2509.582327 = -264217.689810
  nChanged 6
		SP:Iteration 24Q (60971.160000 sec): 3 clusters
  Score: Raw -266729.384411 + Penalty 2509.582327 = -264219.802083
  nChanged 5
		SP:Iteration 25Q (60971.310000 sec): 3 clusters
  Score: Raw -266731.946400 + Penalty 2509.582327 = -264222.364072
  nChanged 5
		SP:Iteration 26Q (60971.480000 sec): 3 clusters
  Score: Raw -266735.165157 + Penalty 2509.582327 = -264225.582830
  nChanged 5
		SP:Iteration 27Q (60971.640000 sec): 3 clusters
  Score: Raw -266737.703896 + Penalty 2509.582327 = -264228.121569
  nChanged 5
		SP:Iteration 28Q (60971.850000 sec): 3 clusters
  Score: Raw -266740.042176 + Penalty 2509.582327 = -264230.459848
  nChanged 4
		SP:Iteration 29Q (60972.030000 sec): 3 clusters
  Score: Raw -266741.489046 + Penalty 2509.582327 = -264231.906718
  nChanged 4
		SP:Iteration 30Q (60972.200000 sec): 3 clusters
  Score: Raw -266744.188680 + Penalty 2509.582327 = -264234.606353
  nChanged 2
		SP:Iteration 31Q (60972.350000 sec): 3 clusters
  Score: Raw -266745.851568 + Penalty 2509.582327 = -264236.269240
  nChanged 1
		SP:Iteration 32Q (60972.550000 sec): 3 clusters
  Score: Raw -266746.106129 + Penalty 2509.582327 = -264236.523801
  nChanged 1
		SP:Iteration 33Q (60972.770000 sec): 3 clusters
  Score: Raw -266746.444652 + Penalty 2509.582327 = -264236.862324
  nChanged 1
		SP:Iteration 34Q (60972.920000 sec): 3 clusters
  Score: Raw -266747.452707 + Penalty 2509.582327 = -264237.870379
  nChanged 1
		SP:Iteration 35Q (60973.100000 sec): 3 clusters
  Score: Raw -266748.874453 + Penalty 2509.582327 = -264239.292126
  nChanged 2
		SP:Iteration 36Q (60973.260000 sec): 3 clusters
  Score: Raw -266750.225724 + Penalty 2509.582327 = -264240.643396
  nChanged 2
		SP:Iteration 37Q (60973.470000 sec): 3 clusters
  Score: Raw -266750.933349 + Penalty 2509.582327 = -264241.351022
  nChanged 0
		SP:Iteration 38F (60973.640000 sec): 3 clusters
  Score: Raw -266750.933349 + Penalty 2509.582327 = -264241.351022
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 106 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60973.730000 sec): 2 clusters
  Score: Raw -21489.550681 + Penalty 872.728680 = -20616.822001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60973.900000 sec): 3 clusters
  Score: Raw -21634.218825 + Penalty 1745.457359 = -19888.761466
  nChanged 38
		SP:Iteration 1F (60974.080000 sec): 3 clusters
  Score: Raw -21786.601809 + Penalty 1745.457359 = -20041.144450
  nChanged 18
		SP:Iteration 2F (60974.260000 sec): 3 clusters
  Score: Raw -21946.774440 + Penalty 1745.457359 = -20201.317081
  nChanged 11
		SP:Iteration 3F (60974.440000 sec): 3 clusters
  Score: Raw -21995.169514 + Penalty 1745.457359 = -20249.712155
  nChanged 8
		SP:Iteration 4Q (60974.620000 sec): 3 clusters
  Score: Raw -22037.346954 + Penalty 1745.457359 = -20291.889595
  nChanged 4
		SP:Iteration 5Q (60974.820000 sec): 3 clusters
  Score: Raw -22054.857665 + Penalty 1745.457359 = -20309.400306
  nChanged 2
		SP:Iteration 6Q (60974.990000 sec): 3 clusters
  Score: Raw -22070.882219 + Penalty 1745.457359 = -20325.424860
  nChanged 3
		SP:Iteration 7Q (60975.120000 sec): 3 clusters
  Score: Raw -22098.823267 + Penalty 1745.457359 = -20353.365908
  nChanged 1
		SP:Iteration 8Q (60975.310000 sec): 3 clusters
  Score: Raw -22119.243436 + Penalty 1745.457359 = -20373.786077
  nChanged 0
		SP:Iteration 9F (60975.460000 sec): 3 clusters
  Score: Raw -22119.243436 + Penalty 1745.457359 = -20373.786077
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 107 (548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60975.520000 sec): 2 clusters
  Score: Raw -54074.435976 + Penalty 1024.769734 = -53049.666242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60975.680000 sec): 3 clusters
  Score: Raw -53992.629587 + Penalty 2049.539468 = -51943.090119
  nChanged 155
		SP:Iteration 1F (60975.890000 sec): 3 clusters
  Score: Raw -54229.323829 + Penalty 2049.539468 = -52179.784361
  nChanged 47
		SP:Iteration 2F (60976.040000 sec): 3 clusters
  Score: Raw -54318.076620 + Penalty 2049.539468 = -52268.537151
  nChanged 24
		SP:Iteration 3Q (60976.220000 sec): 3 clusters
  Score: Raw -54355.878891 + Penalty 2049.539468 = -52306.339423
  nChanged 9
		SP:Iteration 4Q (60976.370000 sec): 3 clusters
  Score: Raw -54368.220447 + Penalty 2049.539468 = -52318.680979
  nChanged 4
		SP:Iteration 5Q (60976.550000 sec): 3 clusters
  Score: Raw -54372.752941 + Penalty 2049.539468 = -52323.213472
  nChanged 1
		SP:Iteration 6Q (60976.710000 sec): 3 clusters
  Score: Raw -54373.903983 + Penalty 2049.539468 = -52324.364515
  nChanged 0
		SP:Iteration 7F (60976.870000 sec): 3 clusters
  Score: Raw -54373.903983 + Penalty 2049.539468 = -52324.364515
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 108 (2570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60976.960000 sec): 2 clusters
  Score: Raw -300235.595393 + Penalty 1275.894941 = -298959.700452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60977.190000 sec): 3 clusters
  Score: Raw -299099.971754 + Penalty 2551.789883 = -296548.181871
  nChanged 972
		SP:Iteration 1F (60977.380000 sec): 3 clusters
  Score: Raw -299739.258140 + Penalty 2551.789883 = -297187.468258
  nChanged 203
		SP:Iteration 2F (60977.560000 sec): 3 clusters
  Score: Raw -299884.603292 + Penalty 2551.789883 = -297332.813409
  nChanged 142
		SP:Iteration 3F (60977.700000 sec): 3 clusters
  Score: Raw -299993.909905 + Penalty 2551.789883 = -297442.120022
  nChanged 126
		SP:Iteration 4Q (60977.890000 sec): 3 clusters
  Score: Raw -300096.461974 + Penalty 2551.789883 = -297544.672091
  nChanged 120
		SP:Iteration 5Q (60978.060000 sec): 3 clusters
  Score: Raw -300209.512644 + Penalty 2551.789883 = -297657.722762
  nChanged 114
		SP:Iteration 6Q (60978.250000 sec): 3 clusters
  Score: Raw -300339.992534 + Penalty 2551.789883 = -297788.202652
  nChanged 110
		SP:Iteration 7Q (60978.440000 sec): 3 clusters
  Score: Raw -300454.215590 + Penalty 2551.789883 = -297902.425707
  nChanged 85
		SP:Iteration 8Q (60978.620000 sec): 3 clusters
  Score: Raw -300536.297022 + Penalty 2551.789883 = -297984.507139
  nChanged 68
		SP:Iteration 9Q (60978.820000 sec): 3 clusters
  Score: Raw -300605.711658 + Penalty 2551.789883 = -298053.921775
  nChanged 67
		SP:Iteration 10Q (60978.980000 sec): 3 clusters
  Score: Raw -300659.462530 + Penalty 2551.789883 = -298107.672648
  nChanged 48
		SP:Iteration 11Q (60979.140000 sec): 3 clusters
  Score: Raw -300696.949911 + Penalty 2551.789883 = -298145.160029
  nChanged 42
		SP:Iteration 12Q (60979.300000 sec): 3 clusters
  Score: Raw -300731.924891 + Penalty 2551.789883 = -298180.135009
  nChanged 28
		SP:Iteration 13Q (60979.510000 sec): 3 clusters
  Score: Raw -300751.208745 + Penalty 2551.789883 = -298199.418863
  nChanged 19
		SP:Iteration 14Q (60979.660000 sec): 3 clusters
  Score: Raw -300764.757518 + Penalty 2551.789883 = -298212.967635
  nChanged 19
		SP:Iteration 15Q (60979.890000 sec): 3 clusters
  Score: Raw -300776.921953 + Penalty 2551.789883 = -298225.132070
  nChanged 20
		SP:Iteration 16Q (60980.050000 sec): 3 clusters
  Score: Raw -300793.505053 + Penalty 2551.789883 = -298241.715170
  nChanged 17
		SP:Iteration 17Q (60980.260000 sec): 3 clusters
  Score: Raw -300806.786610 + Penalty 2551.789883 = -298254.996728
  nChanged 22
		SP:Iteration 18Q (60980.450000 sec): 3 clusters
  Score: Raw -300826.052216 + Penalty 2551.789883 = -298274.262333
  nChanged 20
		SP:Iteration 19Q (60980.630000 sec): 3 clusters
  Score: Raw -300838.032827 + Penalty 2551.789883 = -298286.242944
  nChanged 19
		SP:Iteration 20F (60980.770000 sec): 3 clusters
  Score: Raw -300851.444537 + Penalty 2551.789883 = -298299.654655
  nChanged 17
		SP:Iteration 21Q (60980.910000 sec): 3 clusters
  Score: Raw -300864.259321 + Penalty 2551.789883 = -298312.469438
  nChanged 18
		SP:Iteration 22Q (60981.100000 sec): 3 clusters
  Score: Raw -300873.622511 + Penalty 2551.789883 = -298321.832629
  nChanged 17
		SP:Iteration 23Q (60981.270000 sec): 3 clusters
  Score: Raw -300881.937812 + Penalty 2551.789883 = -298330.147929
  nChanged 14
		SP:Iteration 24Q (60981.430000 sec): 3 clusters
  Score: Raw -300889.257557 + Penalty 2551.789883 = -298337.467674
  nChanged 6
		SP:Iteration 25Q (60981.610000 sec): 3 clusters
  Score: Raw -300891.442637 + Penalty 2551.789883 = -298339.652754
  nChanged 2
		SP:Iteration 26Q (60981.770000 sec): 3 clusters
  Score: Raw -300892.459412 + Penalty 2551.789883 = -298340.669530
  nChanged 3
		SP:Iteration 27Q (60981.990000 sec): 3 clusters
  Score: Raw -300893.357151 + Penalty 2551.789883 = -298341.567269
  nChanged 4
		SP:Iteration 28Q (60982.140000 sec): 3 clusters
  Score: Raw -300894.903544 + Penalty 2551.789883 = -298343.113662
  nChanged 3
		SP:Iteration 29Q (60982.360000 sec): 3 clusters
  Score: Raw -300896.226690 + Penalty 2551.789883 = -298344.436808
  nChanged 1
		SP:Iteration 30Q (60982.520000 sec): 3 clusters
  Score: Raw -300896.496359 + Penalty 2551.789883 = -298344.706476
  nChanged 1
		SP:Iteration 31Q (60982.690000 sec): 3 clusters
  Score: Raw -300896.977725 + Penalty 2551.789883 = -298345.187842
  nChanged 1
		SP:Iteration 32Q (60982.820000 sec): 3 clusters
  Score: Raw -300898.711981 + Penalty 2551.789883 = -298346.922099
  nChanged 3
		SP:Iteration 33Q (60983.000000 sec): 3 clusters
  Score: Raw -300899.587747 + Penalty 2551.789883 = -298347.797864
  nChanged 1
		SP:Iteration 34Q (60983.160000 sec): 3 clusters
  Score: Raw -300899.943893 + Penalty 2551.789883 = -298348.154010
  nChanged 0
		SP:Iteration 35F (60983.390000 sec): 3 clusters
  Score: Raw -300899.943893 + Penalty 2551.789883 = -298348.154010
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 109 (695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60983.460000 sec): 2 clusters
  Score: Raw -78869.357080 + Penalty 1063.385675 = -77805.971405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60983.620000 sec): 3 clusters
  Score: Raw -78720.766477 + Penalty 2126.771350 = -76593.995127
  nChanged 199
		SP:Iteration 1F (60983.830000 sec): 3 clusters
  Score: Raw -78953.014745 + Penalty 2126.771350 = -76826.243395
  nChanged 52
		SP:Iteration 2F (60983.990000 sec): 3 clusters
  Score: Raw -79036.118154 + Penalty 2126.771350 = -76909.346804
  nChanged 28
		SP:Iteration 3Q (60984.170000 sec): 3 clusters
  Score: Raw -79072.003544 + Penalty 2126.771350 = -76945.232195
  nChanged 20
		SP:Iteration 4Q (60984.340000 sec): 3 clusters
  Score: Raw -79099.646266 + Penalty 2126.771350 = -76972.874916
  nChanged 16
		SP:Iteration 5Q (60984.500000 sec): 3 clusters
  Score: Raw -79114.496486 + Penalty 2126.771350 = -76987.725136
  nChanged 9
		SP:Iteration 6Q (60984.650000 sec): 3 clusters
  Score: Raw -79122.424095 + Penalty 2126.771350 = -76995.652745
  nChanged 7
		SP:Iteration 7Q (60984.830000 sec): 3 clusters
  Score: Raw -79127.507531 + Penalty 2126.771350 = -77000.736181
  nChanged 4
		SP:Iteration 8Q (60985.000000 sec): 3 clusters
  Score: Raw -79131.506622 + Penalty 2126.771350 = -77004.735272
  nChanged 2
		SP:Iteration 9Q (60985.180000 sec): 3 clusters
  Score: Raw -79133.701001 + Penalty 2126.771350 = -77006.929651
  nChanged 0
		SP:Iteration 10F (60985.370000 sec): 3 clusters
  Score: Raw -79133.701001 + Penalty 2126.771350 = -77006.929651
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 110 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60985.480000 sec): 2 clusters
  Score: Raw -22857.702485 + Penalty 871.209977 = -21986.492508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60985.610000 sec): 3 clusters
  Score: Raw -23054.673395 + Penalty 1742.419954 = -21312.253441
  nChanged 41
		SP:Iteration 1F (60985.820000 sec): 3 clusters
  Score: Raw -23161.511648 + Penalty 1742.419954 = -21419.091694
  nChanged 7
		SP:Iteration 2Q (60985.990000 sec): 3 clusters
  Score: Raw -23175.653127 + Penalty 1742.419954 = -21433.233173
  nChanged 4
		SP:Iteration 3Q (60986.210000 sec): 3 clusters
  Score: Raw -23188.382456 + Penalty 1742.419954 = -21445.962502
  nChanged 2
		SP:Iteration 4Q (60986.360000 sec): 3 clusters
  Score: Raw -23192.487770 + Penalty 1742.419954 = -21450.067816
  nChanged 0
		SP:Iteration 5F (60986.500000 sec): 3 clusters
  Score: Raw -23192.487770 + Penalty 1742.419954 = -21450.067816
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 111 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60986.610000 sec): 2 clusters
  Score: Raw -47239.427932 + Penalty 980.376511 = -46259.051421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60986.770000 sec): 3 clusters
  Score: Raw -47221.574391 + Penalty 1960.753022 = -45260.821369
  nChanged 77
		SP:Iteration 1F (60986.990000 sec): 3 clusters
  Score: Raw -47325.483816 + Penalty 1960.753022 = -45364.730794
  nChanged 21
		SP:Iteration 2F (60987.130000 sec): 3 clusters
  Score: Raw -47363.278734 + Penalty 1960.753022 = -45402.525712
  nChanged 10
		SP:Iteration 3Q (60987.300000 sec): 3 clusters
  Score: Raw -47385.469199 + Penalty 1960.753022 = -45424.716177
  nChanged 5
		SP:Iteration 4Q (60987.490000 sec): 3 clusters
  Score: Raw -47398.850800 + Penalty 1960.753022 = -45438.097778
  nChanged 3
		SP:Iteration 5Q (60987.690000 sec): 3 clusters
  Score: Raw -47401.818786 + Penalty 1960.753022 = -45441.065764
  nChanged 3
		SP:Iteration 6Q (60987.850000 sec): 3 clusters
  Score: Raw -47411.078551 + Penalty 1960.753022 = -45450.325529
  nChanged 1
		SP:Iteration 7Q (60988.030000 sec): 3 clusters
  Score: Raw -47413.212900 + Penalty 1960.753022 = -45452.459878
  nChanged 1
		SP:Iteration 8Q (60988.220000 sec): 3 clusters
  Score: Raw -47415.752748 + Penalty 1960.753022 = -45454.999726
  nChanged 1
		SP:Iteration 9Q (60988.350000 sec): 3 clusters
  Score: Raw -47418.727156 + Penalty 1960.753022 = -45457.974134
  nChanged 2
		SP:Iteration 10Q (60988.530000 sec): 3 clusters
  Score: Raw -47421.184395 + Penalty 1960.753022 = -45460.431373
  nChanged 0
		SP:Iteration 11F (60988.720000 sec): 3 clusters
  Score: Raw -47421.184395 + Penalty 1960.753022 = -45460.431373
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 112 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60988.810000 sec): 2 clusters
  Score: Raw -45930.297742 + Penalty 972.389646 = -44957.908097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60988.990000 sec): 3 clusters
  Score: Raw -45911.939386 + Penalty 1944.779291 = -43967.160095
  nChanged 67
		SP:Iteration 1F (60989.160000 sec): 3 clusters
  Score: Raw -46031.877864 + Penalty 1944.779291 = -44087.098573
  nChanged 18
		SP:Iteration 2Q (60989.320000 sec): 3 clusters
  Score: Raw -46072.457679 + Penalty 1944.779291 = -44127.678388
  nChanged 6
		SP:Iteration 3Q (60989.510000 sec): 3 clusters
  Score: Raw -46081.612539 + Penalty 1944.779291 = -44136.833247
  nChanged 2
		SP:Iteration 4Q (60989.650000 sec): 3 clusters
  Score: Raw -46085.817986 + Penalty 1944.779291 = -44141.038695
  nChanged 1
		SP:Iteration 5Q (60989.850000 sec): 3 clusters
  Score: Raw -46086.800696 + Penalty 1944.779291 = -44142.021404
  nChanged 0
		SP:Iteration 6F (60990.010000 sec): 3 clusters
  Score: Raw -46086.800696 + Penalty 1944.779291 = -44142.021404
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 113 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60990.100000 sec): 2 clusters
  Score: Raw -106335.185415 + Penalty 1107.719581 = -105227.465834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60990.280000 sec): 3 clusters
  Score: Raw -106055.068032 + Penalty 2215.439161 = -103839.628871
  nChanged 242
		SP:Iteration 1F (60990.470000 sec): 3 clusters
  Score: Raw -106279.247781 + Penalty 2215.439161 = -104063.808620
  nChanged 53
		SP:Iteration 2F (60990.610000 sec): 3 clusters
  Score: Raw -106343.132731 + Penalty 2215.439161 = -104127.693570
  nChanged 26
		SP:Iteration 3Q (60990.800000 sec): 3 clusters
  Score: Raw -106368.844098 + Penalty 2215.439161 = -104153.404937
  nChanged 18
		SP:Iteration 4Q (60990.990000 sec): 3 clusters
  Score: Raw -106383.398935 + Penalty 2215.439161 = -104167.959773
  nChanged 6
		SP:Iteration 5Q (60991.120000 sec): 3 clusters
  Score: Raw -106400.203122 + Penalty 2215.439161 = -104184.763961
  nChanged 21
		SP:Iteration 6Q (60991.280000 sec): 3 clusters
  Score: Raw -106418.909795 + Penalty 2215.439161 = -104203.470634
  nChanged 15
		SP:Iteration 7Q (60991.430000 sec): 3 clusters
  Score: Raw -106435.028249 + Penalty 2215.439161 = -104219.589088
  nChanged 13
		SP:Iteration 8Q (60991.580000 sec): 3 clusters
  Score: Raw -106444.763821 + Penalty 2215.439161 = -104229.324660
  nChanged 7
		SP:Iteration 9Q (60991.740000 sec): 3 clusters
  Score: Raw -106449.704099 + Penalty 2215.439161 = -104234.264938
  nChanged 3
		SP:Iteration 10Q (60991.920000 sec): 3 clusters
  Score: Raw -106451.680008 + Penalty 2215.439161 = -104236.240847
  nChanged 1
		SP:Iteration 11Q (60992.100000 sec): 3 clusters
  Score: Raw -106452.012704 + Penalty 2215.439161 = -104236.573543
  nChanged 0
		SP:Iteration 12F (60992.280000 sec): 3 clusters
  Score: Raw -106452.012704 + Penalty 2215.439161 = -104236.573543
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 114 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60992.380000 sec): 2 clusters
  Score: Raw -239835.674810 + Penalty 1246.065228 = -238589.609582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60992.600000 sec): 3 clusters
  Score: Raw -238996.625094 + Penalty 2492.130455 = -236504.494638
  nChanged 754
		SP:Iteration 1F (60992.740000 sec): 3 clusters
  Score: Raw -239588.381452 + Penalty 2492.130455 = -237096.250996
  nChanged 183
		SP:Iteration 2F (60992.950000 sec): 3 clusters
  Score: Raw -239760.114576 + Penalty 2492.130455 = -237267.984120
  nChanged 133
		SP:Iteration 3F (60993.100000 sec): 3 clusters
  Score: Raw -239887.957895 + Penalty 2492.130455 = -237395.827440
  nChanged 106
		SP:Iteration 4Q (60993.310000 sec): 3 clusters
  Score: Raw -239967.704847 + Penalty 2492.130455 = -237475.574391
  nChanged 82
		SP:Iteration 5Q (60993.480000 sec): 3 clusters
  Score: Raw -240052.471007 + Penalty 2492.130455 = -237560.340552
  nChanged 72
		SP:Iteration 6Q (60993.600000 sec): 3 clusters
  Score: Raw -240111.739659 + Penalty 2492.130455 = -237619.609204
  nChanged 58
		SP:Iteration 7Q (60993.800000 sec): 3 clusters
  Score: Raw -240148.765701 + Penalty 2492.130455 = -237656.635245
  nChanged 39
		SP:Iteration 8Q (60993.960000 sec): 3 clusters
  Score: Raw -240170.425073 + Penalty 2492.130455 = -237678.294617
  nChanged 26
		SP:Iteration 9Q (60994.100000 sec): 3 clusters
  Score: Raw -240183.599314 + Penalty 2492.130455 = -237691.468858
  nChanged 22
		SP:Iteration 10Q (60994.270000 sec): 3 clusters
  Score: Raw -240200.982053 + Penalty 2492.130455 = -237708.851598
  nChanged 23
		SP:Iteration 11Q (60994.480000 sec): 3 clusters
  Score: Raw -240211.283036 + Penalty 2492.130455 = -237719.152581
  nChanged 20
		SP:Iteration 12Q (60994.650000 sec): 3 clusters
  Score: Raw -240223.138985 + Penalty 2492.130455 = -237731.008529
  nChanged 20
		SP:Iteration 13Q (60994.830000 sec): 3 clusters
  Score: Raw -240238.455639 + Penalty 2492.130455 = -237746.325183
  nChanged 16
		SP:Iteration 14Q (60994.990000 sec): 3 clusters
  Score: Raw -240250.845508 + Penalty 2492.130455 = -237758.715053
  nChanged 23
		SP:Iteration 15Q (60995.190000 sec): 3 clusters
  Score: Raw -240266.218376 + Penalty 2492.130455 = -237774.087921
  nChanged 16
		SP:Iteration 16Q (60995.350000 sec): 3 clusters
  Score: Raw -240272.185443 + Penalty 2492.130455 = -237780.054988
  nChanged 13
		SP:Iteration 17Q (60995.540000 sec): 3 clusters
  Score: Raw -240280.879206 + Penalty 2492.130455 = -237788.748751
  nChanged 9
		SP:Iteration 18Q (60995.690000 sec): 3 clusters
  Score: Raw -240287.404720 + Penalty 2492.130455 = -237795.274265
  nChanged 15
		SP:Iteration 19Q (60995.870000 sec): 3 clusters
  Score: Raw -240296.720202 + Penalty 2492.130455 = -237804.589747
  nChanged 7
		SP:Iteration 20F (60996.030000 sec): 3 clusters
  Score: Raw -240299.363049 + Penalty 2492.130455 = -237807.232594
  nChanged 7
		SP:Iteration 21Q (60996.220000 sec): 3 clusters
  Score: Raw -240301.979271 + Penalty 2492.130455 = -237809.848815
  nChanged 4
		SP:Iteration 22Q (60996.370000 sec): 3 clusters
  Score: Raw -240303.210415 + Penalty 2492.130455 = -237811.079959
  nChanged 4
		SP:Iteration 23Q (60996.570000 sec): 3 clusters
  Score: Raw -240304.232366 + Penalty 2492.130455 = -237812.101910
  nChanged 2
		SP:Iteration 24Q (60996.710000 sec): 3 clusters
  Score: Raw -240304.510095 + Penalty 2492.130455 = -237812.379639
  nChanged 2
		SP:Iteration 25Q (60996.880000 sec): 3 clusters
  Score: Raw -240304.915465 + Penalty 2492.130455 = -237812.785009
  nChanged 0
		SP:Iteration 26F (60997.020000 sec): 3 clusters
  Score: Raw -240304.915465 + Penalty 2492.130455 = -237812.785009
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 115 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60997.130000 sec): 2 clusters
  Score: Raw -10555.100110 + Penalty 830.698016 = -9724.402094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60997.350000 sec): 3 clusters
  Score: Raw -10766.942536 + Penalty 1661.396031 = -9105.546505
  nChanged 39
		SP:Iteration 1F (60997.490000 sec): 3 clusters
  Score: Raw -10945.838871 + Penalty 1661.396031 = -9284.442840
  nChanged 15
		SP:Iteration 2F (60997.710000 sec): 3 clusters
  Score: Raw -11004.003065 + Penalty 1661.396031 = -9342.607034
  nChanged 3
		SP:Iteration 3Q (60997.880000 sec): 3 clusters
  Score: Raw -11010.315115 + Penalty 1661.396031 = -9348.919084
  nChanged 1
		SP:Iteration 4Q (60998.030000 sec): 3 clusters
  Score: Raw -11015.083039 + Penalty 1661.396031 = -9353.687008
  nChanged 0
		SP:Iteration 5F (60998.220000 sec): 3 clusters
  Score: Raw -11015.083039 + Penalty 1661.396031 = -9353.687008
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 116 (3245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60998.330000 sec): 2 clusters
  Score: Raw -381523.529082 + Penalty 1313.791477 = -380209.737605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60998.520000 sec): 3 clusters
  Score: Raw -379948.951946 + Penalty 2627.582954 = -377321.368992
  nChanged 1228
		SP:Iteration 1F (60998.730000 sec): 3 clusters
  Score: Raw -380718.547629 + Penalty 2627.582954 = -378090.964674
  nChanged 271
		SP:Iteration 2F (60998.890000 sec): 3 clusters
  Score: Raw -380948.453430 + Penalty 2627.582954 = -378320.870476
  nChanged 213
		SP:Iteration 3F (60999.110000 sec): 3 clusters
  Score: Raw -381181.215316 + Penalty 2627.582954 = -378553.632361
  nChanged 191
		SP:Iteration 4F (60999.270000 sec): 3 clusters
  Score: Raw -381387.697914 + Penalty 2627.582954 = -378760.114959
  nChanged 178
		SP:Iteration 5F (60999.440000 sec): 3 clusters
  Score: Raw -381562.792740 + Penalty 2627.582954 = -378935.209785
  nChanged 169
		SP:Iteration 6F (60999.610000 sec): 3 clusters
  Score: Raw -381717.322968 + Penalty 2627.582954 = -379089.740014
  nChanged 164
		SP:Iteration 7F (60999.820000 sec): 3 clusters
  Score: Raw -381867.903609 + Penalty 2627.582954 = -379240.320654
  nChanged 139
		SP:Iteration 8Q (61000.010000 sec): 3 clusters
  Score: Raw -381982.143156 + Penalty 2627.582954 = -379354.560201
  nChanged 124
		SP:Iteration 9Q (61000.190000 sec): 3 clusters
  Score: Raw -382084.500371 + Penalty 2627.582954 = -379456.917416
  nChanged 94
		SP:Iteration 10Q (61000.400000 sec): 3 clusters
  Score: Raw -382156.591376 + Penalty 2627.582954 = -379529.008421
  nChanged 69
		SP:Iteration 11Q (61000.550000 sec): 3 clusters
  Score: Raw -382202.009739 + Penalty 2627.582954 = -379574.426785
  nChanged 49
		SP:Iteration 12Q (61000.770000 sec): 3 clusters
  Score: Raw -382238.287567 + Penalty 2627.582954 = -379610.704613
  nChanged 41
		SP:Iteration 13Q (61000.940000 sec): 3 clusters
  Score: Raw -382263.820242 + Penalty 2627.582954 = -379636.237287
  nChanged 31
		SP:Iteration 14Q (61001.110000 sec): 3 clusters
  Score: Raw -382283.430963 + Penalty 2627.582954 = -379655.848009
  nChanged 21
		SP:Iteration 15Q (61001.290000 sec): 3 clusters
  Score: Raw -382293.738940 + Penalty 2627.582954 = -379666.155985
  nChanged 12
		SP:Iteration 16Q (61001.480000 sec): 3 clusters
  Score: Raw -382299.431659 + Penalty 2627.582954 = -379671.848704
  nChanged 10
		SP:Iteration 17Q (61001.670000 sec): 3 clusters
  Score: Raw -382306.071904 + Penalty 2627.582954 = -379678.488949
  nChanged 11
		SP:Iteration 18Q (61001.860000 sec): 3 clusters
  Score: Raw -382312.795259 + Penalty 2627.582954 = -379685.212304
  nChanged 13
		SP:Iteration 19Q (61001.990000 sec): 3 clusters
  Score: Raw -382318.604467 + Penalty 2627.582954 = -379691.021513
  nChanged 8
		SP:Iteration 20F (61002.190000 sec): 3 clusters
  Score: Raw -382322.852783 + Penalty 2627.582954 = -379695.269828
  nChanged 10
		SP:Iteration 21Q (61002.370000 sec): 3 clusters
  Score: Raw -382330.240585 + Penalty 2627.582954 = -379702.657631
  nChanged 9
		SP:Iteration 22Q (61002.560000 sec): 3 clusters
  Score: Raw -382334.271650 + Penalty 2627.582954 = -379706.688696
  nChanged 8
		SP:Iteration 23Q (61002.730000 sec): 3 clusters
  Score: Raw -382336.727572 + Penalty 2627.582954 = -379709.144618
  nChanged 4
		SP:Iteration 24Q (61002.910000 sec): 3 clusters
  Score: Raw -382337.639042 + Penalty 2627.582954 = -379710.056088
  nChanged 4
		SP:Iteration 25Q (61003.100000 sec): 3 clusters
  Score: Raw -382338.845464 + Penalty 2627.582954 = -379711.262510
  nChanged 3
		SP:Iteration 26Q (61003.290000 sec): 3 clusters
  Score: Raw -382340.386643 + Penalty 2627.582954 = -379712.803689
  nChanged 2
		SP:Iteration 27Q (61003.470000 sec): 3 clusters
  Score: Raw -382341.054717 + Penalty 2627.582954 = -379713.471762
  nChanged 2
		SP:Iteration 28Q (61003.660000 sec): 3 clusters
  Score: Raw -382341.807746 + Penalty 2627.582954 = -379714.224792
  nChanged 1
		SP:Iteration 29Q (61003.870000 sec): 3 clusters
  Score: Raw -382342.102354 + Penalty 2627.582954 = -379714.519400
  nChanged 0
		SP:Iteration 30F (61004.030000 sec): 3 clusters
  Score: Raw -382342.102354 + Penalty 2627.582954 = -379714.519400
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 117 (3252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61004.130000 sec): 2 clusters
  Score: Raw -390042.573954 + Penalty 1314.141639 = -388728.432315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61004.340000 sec): 3 clusters
  Score: Raw -388525.008288 + Penalty 2628.283278 = -385896.725010
  nChanged 1235
		SP:Iteration 1F (61004.500000 sec): 3 clusters
  Score: Raw -389167.118781 + Penalty 2628.283278 = -386538.835503
  nChanged 204
		SP:Iteration 2F (61004.700000 sec): 3 clusters
  Score: Raw -389273.732193 + Penalty 2628.283278 = -386645.448915
  nChanged 147
		SP:Iteration 3Q (61004.840000 sec): 3 clusters
  Score: Raw -389348.094809 + Penalty 2628.283278 = -386719.811531
  nChanged 113
		SP:Iteration 4Q (61005.060000 sec): 3 clusters
  Score: Raw -389398.869832 + Penalty 2628.283278 = -386770.586554
  nChanged 104
		SP:Iteration 5Q (61005.210000 sec): 3 clusters
  Score: Raw -389450.822764 + Penalty 2628.283278 = -386822.539486
  nChanged 96
		SP:Iteration 6Q (61005.410000 sec): 3 clusters
  Score: Raw -389498.630947 + Penalty 2628.283278 = -386870.347669
  nChanged 91
		SP:Iteration 7Q (61005.590000 sec): 3 clusters
  Score: Raw -389542.583578 + Penalty 2628.283278 = -386914.300301
  nChanged 65
		SP:Iteration 8Q (61005.760000 sec): 3 clusters
  Score: Raw -389574.680232 + Penalty 2628.283278 = -386946.396954
  nChanged 75
		SP:Iteration 9Q (61005.970000 sec): 3 clusters
  Score: Raw -389608.685551 + Penalty 2628.283278 = -386980.402273
  nChanged 80
		SP:Iteration 10Q (61006.130000 sec): 3 clusters
  Score: Raw -389647.938668 + Penalty 2628.283278 = -387019.655390
  nChanged 65
		SP:Iteration 11Q (61006.300000 sec): 3 clusters
  Score: Raw -389679.491417 + Penalty 2628.283278 = -387051.208139
  nChanged 73
		SP:Iteration 12Q (61006.530000 sec): 3 clusters
  Score: Raw -389721.779505 + Penalty 2628.283278 = -387093.496227
  nChanged 89
		SP:Iteration 13Q (61006.690000 sec): 3 clusters
  Score: Raw -389780.172363 + Penalty 2628.283278 = -387151.889085
  nChanged 99
		SP:Iteration 14Q (61006.840000 sec): 3 clusters
  Score: Raw -389850.066966 + Penalty 2628.283278 = -387221.783688
  nChanged 96
		SP:Iteration 15Q (61007.050000 sec): 3 clusters
  Score: Raw -389924.506962 + Penalty 2628.283278 = -387296.223684
  nChanged 83
		SP:Iteration 16Q (61007.240000 sec): 3 clusters
  Score: Raw -389990.164939 + Penalty 2628.283278 = -387361.881662
  nChanged 80
		SP:Iteration 17Q (61007.390000 sec): 3 clusters
  Score: Raw -390052.238928 + Penalty 2628.283278 = -387423.955650
  nChanged 70
		SP:Iteration 18Q (61007.570000 sec): 3 clusters
  Score: Raw -390110.193606 + Penalty 2628.283278 = -387481.910328
  nChanged 57
		SP:Iteration 19Q (61007.770000 sec): 3 clusters
  Score: Raw -390154.069784 + Penalty 2628.283278 = -387525.786506
  nChanged 37
		SP:Iteration 20F (61007.940000 sec): 3 clusters
  Score: Raw -390181.066998 + Penalty 2628.283278 = -387552.783720
  nChanged 32
		SP:Iteration 21Q (61008.140000 sec): 3 clusters
  Score: Raw -390206.929474 + Penalty 2628.283278 = -387578.646196
  nChanged 26
		SP:Iteration 22Q (61008.320000 sec): 3 clusters
  Score: Raw -390229.412818 + Penalty 2628.283278 = -387601.129540
  nChanged 18
		SP:Iteration 23Q (61008.540000 sec): 3 clusters
  Score: Raw -390244.418851 + Penalty 2628.283278 = -387616.135573
  nChanged 15
		SP:Iteration 24Q (61008.700000 sec): 3 clusters
  Score: Raw -390255.837454 + Penalty 2628.283278 = -387627.554176
  nChanged 13
		SP:Iteration 25Q (61008.930000 sec): 3 clusters
  Score: Raw -390268.567478 + Penalty 2628.283278 = -387640.284200
  nChanged 11
		SP:Iteration 26Q (61009.100000 sec): 3 clusters
  Score: Raw -390277.944688 + Penalty 2628.283278 = -387649.661410
  nChanged 5
		SP:Iteration 27Q (61009.270000 sec): 3 clusters
  Score: Raw -390281.348871 + Penalty 2628.283278 = -387653.065593
  nChanged 5
		SP:Iteration 28Q (61009.490000 sec): 3 clusters
  Score: Raw -390283.650105 + Penalty 2628.283278 = -387655.366827
  nChanged 6
		SP:Iteration 29Q (61009.660000 sec): 3 clusters
  Score: Raw -390288.446238 + Penalty 2628.283278 = -387660.162960
  nChanged 3
		SP:Iteration 30Q (61009.850000 sec): 3 clusters
  Score: Raw -390289.945878 + Penalty 2628.283278 = -387661.662600
  nChanged 1
		SP:Iteration 31Q (61010.010000 sec): 3 clusters
  Score: Raw -390290.755078 + Penalty 2628.283278 = -387662.471800
  nChanged 1
		SP:Iteration 32Q (61010.190000 sec): 3 clusters
  Score: Raw -390291.304023 + Penalty 2628.283278 = -387663.020745
  nChanged 0
		SP:Iteration 33F (61010.400000 sec): 3 clusters
  Score: Raw -390291.304023 + Penalty 2628.283278 = -387663.020745
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 118 (317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61010.480000 sec): 2 clusters
  Score: Raw -25406.457780 + Penalty 935.821538 = -24470.636242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61010.680000 sec): 3 clusters
  Score: Raw -25499.262299 + Penalty 1871.643077 = -23627.619223
  nChanged 71
		SP:Iteration 1F (61010.820000 sec): 3 clusters
  Score: Raw -25706.347758 + Penalty 1871.643077 = -23834.704682
  nChanged 25
		SP:Iteration 2F (61011.030000 sec): 3 clusters
  Score: Raw -25836.579020 + Penalty 1871.643077 = -23964.935944
  nChanged 18
		SP:Iteration 3F (61011.190000 sec): 3 clusters
  Score: Raw -25930.102527 + Penalty 1871.643077 = -24058.459450
  nChanged 9
		SP:Iteration 4Q (61011.390000 sec): 3 clusters
  Score: Raw -25956.197752 + Penalty 1871.643077 = -24084.554675
  nChanged 4
		SP:Iteration 5Q (61011.590000 sec): 3 clusters
  Score: Raw -25974.405448 + Penalty 1871.643077 = -24102.762372
  nChanged 2
		SP:Iteration 6Q (61011.720000 sec): 3 clusters
  Score: Raw -25983.761119 + Penalty 1871.643077 = -24112.118042
  nChanged 0
		SP:Iteration 7F (61011.910000 sec): 3 clusters
  Score: Raw -25983.761119 + Penalty 1871.643077 = -24112.118042
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.56 GB.

 Trying to split cluster 119 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61012.000000 sec): 2 clusters
  Score: Raw -11705.748465 + Penalty 829.716140 = -10876.032325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61012.180000 sec): 3 clusters
  Score: Raw -11976.049049 + Penalty 1659.432279 = -10316.616770
  nChanged 32
		SP:Iteration 1F (61012.340000 sec): 3 clusters
  Score: Raw -12060.155582 + Penalty 1659.432279 = -10400.723303
  nChanged 11
		SP:Iteration 2F (61012.510000 sec): 3 clusters
  Score: Raw -12096.568254 + Penalty 1659.432279 = -10437.135975
  nChanged 5
		SP:Iteration 3Q (61012.700000 sec): 3 clusters
  Score: Raw -12112.644358 + Penalty 1659.432279 = -10453.212079
  nChanged 2
		SP:Iteration 4Q (61012.850000 sec): 3 clusters
  Score: Raw -12149.916100 + Penalty 1659.432279 = -10490.483821
  nChanged 1
		SP:Iteration 5Q (61013.030000 sec): 3 clusters
  Score: Raw -12151.423028 + Penalty 1659.432279 = -10491.990749
  nChanged 0
		SP:Iteration 6F (61013.220000 sec): 3 clusters
  Score: Raw -12151.423028 + Penalty 1659.432279 = -10491.990749
  nChanged 0
------ Evaluating fit on full set of 2729622 points ------
  Score: Raw -318550633.025563 + Penalty 286575.440097 = -318264057.585466
Time taken for this iteration:61690.590000 seconds.
 20->120 Clusters: Score -318264057.585466, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.63 GB would take us to total of 6.54 GB.
------ Running on subset of 909874 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 3 (8002 points): Lose 1699.716987 but Gain 2229.672479
Iteration 0F (61770.190000 sec): 20 clusters
  Score: Raw -93835479.921705 + Penalty 42363.777095 = -93793116.144609
  nChanged 863977
Iteration 1F (61803.710000 sec): 20 clusters
  Score: Raw -100421136.446996 + Penalty 42363.777095 = -100378772.669901
  nChanged 340201
Iteration 2F (61837.340000 sec): 20 clusters
  Score: Raw -102247929.821174 + Penalty 42363.777095 = -102205566.044078
  nChanged 201725
Iteration 3F (61869.740000 sec): 20 clusters
  Score: Raw -103243332.458683 + Penalty 42363.777095 = -103200968.681587
  nChanged 186630
Iteration 4F (61901.350000 sec): 20 clusters
  Score: Raw -103849751.548737 + Penalty 42363.777095 = -103807387.771642
  nChanged 154063
Iteration 5F (61935.030000 sec): 20 clusters
  Score: Raw -104232920.468081 + Penalty 42363.777095 = -104190556.690986
  nChanged 102414
Iteration 6F (61967.610000 sec): 20 clusters
  Score: Raw -104469701.946805 + Penalty 42363.777095 = -104427338.169710
  nChanged 67921
Iteration 7F (62006.930000 sec): 20 clusters
  Score: Raw -104644421.703660 + Penalty 42363.777095 = -104602057.926565
  nChanged 64419
Iteration 8F (62038.380000 sec): 20 clusters
  Score: Raw -104732929.394044 + Penalty 42363.777095 = -104690565.616949
  nChanged 57855
Iteration 9F (62088.510000 sec): 20 clusters
  Score: Raw -104816544.741575 + Penalty 42363.777095 = -104774180.964480
  nChanged 46187
Iteration 10F (62141.720000 sec): 20 clusters
  Score: Raw -104940329.954770 + Penalty 42363.777095 = -104897966.177675
  nChanged 23361
Iteration 11Q (62183.340000 sec): 20 clusters
  Score: Raw -105058693.693477 + Penalty 42363.777095 = -105016329.916382
  nChanged 30790
Iteration 12Q (62224.920000 sec): 20 clusters
  Score: Raw -105077395.830825 + Penalty 42363.777095 = -105035032.053730
  nChanged 22478
Iteration 13Q (62267.180000 sec): 20 clusters
  Score: Raw -105087216.479678 + Penalty 42363.777095 = -105044852.702583
  nChanged 18566
Iteration 14Q (62311.040000 sec): 20 clusters
  Score: Raw -105095273.265042 + Penalty 42363.777095 = -105052909.487947
  nChanged 17439
Iteration 15Q (62350.700000 sec): 20 clusters
  Score: Raw -105103048.711126 + Penalty 42363.777095 = -105060684.934031
  nChanged 17510
Iteration 16Q (62389.800000 sec): 20 clusters
  Score: Raw -105111182.715315 + Penalty 42363.777095 = -105068818.938220
  nChanged 17927
Iteration 17Q (62422.030000 sec): 20 clusters
  Score: Raw -105120365.582536 + Penalty 42363.777095 = -105078001.805440
  nChanged 19503
Iteration 18Q (62445.240000 sec): 20 clusters
  Score: Raw -105131519.476226 + Penalty 42363.777095 = -105089155.699131
  nChanged 21746
Iteration 19Q (62465.700000 sec): 20 clusters
  Score: Raw -105145501.580943 + Penalty 42363.777095 = -105103137.803848
  nChanged 25001
Writing temp clu file 
Because OldScore, -105089155.699131, is greater than current (better) Score,-105103137.803848 
 Compute initial score before splitting:   Score: Raw -105145501.580943 + Penalty 42363.777095 = -105103137.803848
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (1839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62466.040000 sec): 2 clusters
  Score: Raw -132814.198989 + Penalty 1221.508799 = -131592.690190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62466.230000 sec): 3 clusters
  Score: Raw -132607.029725 + Penalty 2443.017598 = -130164.012127
  nChanged 827
		SP:Iteration 1F (62466.420000 sec): 3 clusters
  Score: Raw -135569.018035 + Penalty 2443.017598 = -133126.000437
  nChanged 242
		SP:Iteration 2F (62466.600000 sec): 3 clusters
  Score: Raw -136794.037883 + Penalty 2443.017598 = -134351.020285
  nChanged 122
		SP:Iteration 3F (62466.770000 sec): 3 clusters
  Score: Raw -137765.913174 + Penalty 2443.017598 = -135322.895576
  nChanged 98
		SP:Iteration 4F (62466.950000 sec): 3 clusters
  Score: Raw -138606.195844 + Penalty 2443.017598 = -136163.178246
  nChanged 66
		SP:Iteration 5Q (62467.140000 sec): 3 clusters
  Score: Raw -139354.546208 + Penalty 2443.017598 = -136911.528610
  nChanged 56
		SP:Iteration 6Q (62467.340000 sec): 3 clusters
  Score: Raw -140049.585796 + Penalty 2443.017598 = -137606.568198
  nChanged 51
		SP:Iteration 7Q (62467.510000 sec): 3 clusters
  Score: Raw -140567.146927 + Penalty 2443.017598 = -138124.129329
  nChanged 53
		SP:Iteration 8Q (62467.710000 sec): 3 clusters
  Score: Raw -140949.539156 + Penalty 2443.017598 = -138506.521558
  nChanged 42
		SP:Iteration 9Q (62467.850000 sec): 3 clusters
  Score: Raw -141126.244121 + Penalty 2443.017598 = -138683.226523
  nChanged 38
		SP:Iteration 10Q (62468.030000 sec): 3 clusters
  Score: Raw -141271.967543 + Penalty 2443.017598 = -138828.949945
  nChanged 21
		SP:Iteration 11Q (62468.250000 sec): 3 clusters
  Score: Raw -141353.470780 + Penalty 2443.017598 = -138910.453182
  nChanged 13
		SP:Iteration 12Q (62468.430000 sec): 3 clusters
  Score: Raw -141387.540980 + Penalty 2443.017598 = -138944.523382
  nChanged 9
		SP:Iteration 13Q (62468.580000 sec): 3 clusters
  Score: Raw -141409.167623 + Penalty 2443.017598 = -138966.150025
  nChanged 12
		SP:Iteration 14Q (62468.760000 sec): 3 clusters
  Score: Raw -141432.160674 + Penalty 2443.017598 = -138989.143076
  nChanged 11
		SP:Iteration 15Q (62468.930000 sec): 3 clusters
  Score: Raw -141463.949270 + Penalty 2443.017598 = -139020.931672
  nChanged 18
		SP:Iteration 16Q (62469.100000 sec): 3 clusters
  Score: Raw -141531.783261 + Penalty 2443.017598 = -139088.765663
  nChanged 9
		SP:Iteration 17Q (62469.290000 sec): 3 clusters
  Score: Raw -141574.147254 + Penalty 2443.017598 = -139131.129656
  nChanged 5
		SP:Iteration 18Q (62469.450000 sec): 3 clusters
  Score: Raw -141593.759919 + Penalty 2443.017598 = -139150.742321
  nChanged 6
		SP:Iteration 19Q (62469.620000 sec): 3 clusters
  Score: Raw -141602.663961 + Penalty 2443.017598 = -139159.646363
  nChanged 3
		SP:Iteration 20F (62469.780000 sec): 3 clusters
  Score: Raw -141619.043821 + Penalty 2443.017598 = -139176.026223
  nChanged 4
		SP:Iteration 21Q (62469.960000 sec): 3 clusters
  Score: Raw -141624.255482 + Penalty 2443.017598 = -139181.237884
  nChanged 1
		SP:Iteration 22Q (62470.160000 sec): 3 clusters
  Score: Raw -141624.877010 + Penalty 2443.017598 = -139181.859412
  nChanged 0
		SP:Iteration 23F (62470.360000 sec): 3 clusters
  Score: Raw -141624.877010 + Penalty 2443.017598 = -139181.859412
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 3.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 2 (4980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62470.480000 sec): 2 clusters
  Score: Raw -550838.582805 + Penalty 1383.392590 = -549455.190215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62470.670000 sec): 3 clusters
  Score: Raw -548394.186344 + Penalty 2766.785180 = -545627.401164
  nChanged 2108
		SP:Iteration 1F (62470.870000 sec): 3 clusters
  Score: Raw -551159.237426 + Penalty 2766.785180 = -548392.452245
  nChanged 580
		SP:Iteration 2F (62471.110000 sec): 3 clusters
  Score: Raw -552467.122964 + Penalty 2766.785180 = -549700.337784
  nChanged 593
		SP:Iteration 3F (62471.280000 sec): 3 clusters
  Score: Raw -553301.153973 + Penalty 2766.785180 = -550534.368793
  nChanged 507
		SP:Iteration 4F (62471.480000 sec): 3 clusters
  Score: Raw -554156.484561 + Penalty 2766.785180 = -551389.699380
  nChanged 433
		SP:Iteration 5F (62471.650000 sec): 3 clusters
  Score: Raw -554876.794737 + Penalty 2766.785180 = -552110.009557
  nChanged 326
		SP:Iteration 6F (62471.820000 sec): 3 clusters
  Score: Raw -555463.841851 + Penalty 2766.785180 = -552697.056671
  nChanged 220
		SP:Iteration 7Q (62472.010000 sec): 3 clusters
  Score: Raw -555932.128404 + Penalty 2766.785180 = -553165.343224
  nChanged 172
		SP:Iteration 8Q (62472.190000 sec): 3 clusters
  Score: Raw -556293.887413 + Penalty 2766.785180 = -553527.102233
  nChanged 111
		SP:Iteration 9Q (62472.400000 sec): 3 clusters
  Score: Raw -556559.180649 + Penalty 2766.785180 = -553792.395469
  nChanged 69
		SP:Iteration 10Q (62472.590000 sec): 3 clusters
  Score: Raw -556661.312676 + Penalty 2766.785180 = -553894.527495
  nChanged 32
		SP:Iteration 11Q (62472.770000 sec): 3 clusters
  Score: Raw -556751.920188 + Penalty 2766.785180 = -553985.135008
  nChanged 27
		SP:Iteration 12Q (62472.980000 sec): 3 clusters
  Score: Raw -556775.392112 + Penalty 2766.785180 = -554008.606932
  nChanged 12
		SP:Iteration 13Q (62473.180000 sec): 3 clusters
  Score: Raw -556837.811386 + Penalty 2766.785180 = -554071.026205
  nChanged 16
		SP:Iteration 14Q (62473.340000 sec): 3 clusters
  Score: Raw -556848.299411 + Penalty 2766.785180 = -554081.514231
  nChanged 4
		SP:Iteration 15Q (62473.480000 sec): 3 clusters
  Score: Raw -556906.986122 + Penalty 2766.785180 = -554140.200941
  nChanged 12
		SP:Iteration 16Q (62473.680000 sec): 3 clusters
  Score: Raw -556914.767974 + Penalty 2766.785180 = -554147.982794
  nChanged 3
		SP:Iteration 17Q (62473.840000 sec): 3 clusters
  Score: Raw -556937.279832 + Penalty 2766.785180 = -554170.494652
  nChanged 4
		SP:Iteration 18Q (62474.030000 sec): 3 clusters
  Score: Raw -556939.101574 + Penalty 2766.785180 = -554172.316394
  nChanged 5
		SP:Iteration 19Q (62474.220000 sec): 3 clusters
  Score: Raw -556951.002936 + Penalty 2766.785180 = -554184.217756
  nChanged 3
		SP:Iteration 20F (62474.430000 sec): 3 clusters
  Score: Raw -557827.232106 + Penalty 2766.785180 = -555060.446926
  nChanged 102
		SP:Iteration 21Q (62474.640000 sec): 3 clusters
  Score: Raw -560299.351277 + Penalty 2766.785180 = -557532.566097
  nChanged 49
		SP:Iteration 22Q (62474.820000 sec): 3 clusters
  Score: Raw -560332.928215 + Penalty 2766.785180 = -557566.143035
  nChanged 12
		SP:Iteration 23Q (62475.050000 sec): 3 clusters
  Score: Raw -560340.468270 + Penalty 2766.785180 = -557573.683089
  nChanged 6
		SP:Iteration 24Q (62475.220000 sec): 3 clusters
  Score: Raw -560343.707182 + Penalty 2766.785180 = -557576.922002
  nChanged 5
		SP:Iteration 25Q (62475.400000 sec): 3 clusters
  Score: Raw -560345.615694 + Penalty 2766.785180 = -557578.830514
  nChanged 3
		SP:Iteration 26Q (62475.630000 sec): 3 clusters
  Score: Raw -560346.760411 + Penalty 2766.785180 = -557579.975230
  nChanged 1
		SP:Iteration 27Q (62475.790000 sec): 3 clusters
  Score: Raw -560347.069531 + Penalty 2766.785180 = -557580.284350
  nChanged 0
		SP:Iteration 28F (62475.960000 sec): 3 clusters
  Score: Raw -560347.069531 + Penalty 2766.785180 = -557580.284350
  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 6.54 GB.

 Trying to split cluster 4 (25211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62476.270000 sec): 2 clusters
  Score: Raw -2743709.749110 + Penalty 1646.943299 = -2742062.805811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62476.630000 sec): 3 clusters
  Score: Raw -2728624.524248 + Penalty 3293.886598 = -2725330.637650
  nChanged 11584
		SP:Iteration 1F (62476.880000 sec): 3 clusters
  Score: Raw -2741601.812245 + Penalty 3293.886598 = -2738307.925647
  nChanged 3990
		SP:Iteration 2F (62477.220000 sec): 3 clusters
  Score: Raw -2751590.638685 + Penalty 3293.886598 = -2748296.752087
  nChanged 3450
		SP:Iteration 3F (62477.490000 sec): 3 clusters
  Score: Raw -2758750.108727 + Penalty 3293.886598 = -2755456.222129
  nChanged 2137
		SP:Iteration 4F (62477.810000 sec): 3 clusters
  Score: Raw -2761991.277871 + Penalty 3293.886598 = -2758697.391273
  nChanged 1306
		SP:Iteration 5F (62478.050000 sec): 3 clusters
  Score: Raw -2763472.328024 + Penalty 3293.886598 = -2760178.441426
  nChanged 858
		SP:Iteration 6Q (62478.370000 sec): 3 clusters
  Score: Raw -2764242.479714 + Penalty 3293.886598 = -2760948.593116
  nChanged 611
		SP:Iteration 7Q (62478.670000 sec): 3 clusters
  Score: Raw -2764705.386038 + Penalty 3293.886598 = -2761411.499440
  nChanged 440
		SP:Iteration 8Q (62478.980000 sec): 3 clusters
  Score: Raw -2764994.697028 + Penalty 3293.886598 = -2761700.810430
  nChanged 382
		SP:Iteration 9Q (62479.310000 sec): 3 clusters
  Score: Raw -2765253.535265 + Penalty 3293.886598 = -2761959.648666
  nChanged 384
		SP:Iteration 10Q (62479.630000 sec): 3 clusters
  Score: Raw -2765461.206348 + Penalty 3293.886598 = -2762167.319750
  nChanged 362
		SP:Iteration 11Q (62479.940000 sec): 3 clusters
  Score: Raw -2765663.682067 + Penalty 3293.886598 = -2762369.795469
  nChanged 364
		SP:Iteration 12Q (62480.230000 sec): 3 clusters
  Score: Raw -2765915.050376 + Penalty 3293.886598 = -2762621.163778
  nChanged 371
		SP:Iteration 13Q (62480.480000 sec): 3 clusters
  Score: Raw -2766243.256441 + Penalty 3293.886598 = -2762949.369843
  nChanged 391
		SP:Iteration 14Q (62480.780000 sec): 3 clusters
  Score: Raw -2766686.364638 + Penalty 3293.886598 = -2763392.478040
  nChanged 478
		SP:Iteration 15Q (62481.040000 sec): 3 clusters
  Score: Raw -2767398.149082 + Penalty 3293.886598 = -2764104.262484
  nChanged 518
		SP:Iteration 16Q (62481.280000 sec): 3 clusters
  Score: Raw -2768246.081045 + Penalty 3293.886598 = -2764952.194447
  nChanged 492
		SP:Iteration 17Q (62481.570000 sec): 3 clusters
  Score: Raw -2769050.608931 + Penalty 3293.886598 = -2765756.722333
  nChanged 361
		SP:Iteration 18Q (62481.900000 sec): 3 clusters
  Score: Raw -2769489.507683 + Penalty 3293.886598 = -2766195.621085
  nChanged 235
		SP:Iteration 19Q (62482.140000 sec): 3 clusters
  Score: Raw -2769618.258930 + Penalty 3293.886598 = -2766324.372332
  nChanged 110
		SP:Iteration 20F (62482.450000 sec): 3 clusters
  Score: Raw -2769652.775851 + Penalty 3293.886598 = -2766358.889253
  nChanged 52
		SP:Iteration 21Q (62482.680000 sec): 3 clusters
  Score: Raw -2769662.953810 + Penalty 3293.886598 = -2766369.067212
  nChanged 22
		SP:Iteration 22Q (62483.000000 sec): 3 clusters
  Score: Raw -2769666.604203 + Penalty 3293.886598 = -2766372.717605
  nChanged 26
		SP:Iteration 23Q (62483.230000 sec): 3 clusters
  Score: Raw -2769671.374776 + Penalty 3293.886598 = -2766377.488178
  nChanged 26
		SP:Iteration 24Q (62483.500000 sec): 3 clusters
  Score: Raw -2769676.476178 + Penalty 3293.886598 = -2766382.589580
  nChanged 31
		SP:Iteration 25Q (62483.790000 sec): 3 clusters
  Score: Raw -2769683.597051 + Penalty 3293.886598 = -2766389.710453
  nChanged 27
		SP:Iteration 26Q (62484.070000 sec): 3 clusters
  Score: Raw -2769689.373165 + Penalty 3293.886598 = -2766395.486567
  nChanged 29
		SP:Iteration 27Q (62484.340000 sec): 3 clusters
  Score: Raw -2769694.813830 + Penalty 3293.886598 = -2766400.927232
  nChanged 34
		SP:Iteration 28Q (62484.620000 sec): 3 clusters
  Score: Raw -2769701.319995 + Penalty 3293.886598 = -2766407.433397
  nChanged 36
		SP:Iteration 29Q (62484.880000 sec): 3 clusters
  Score: Raw -2769708.044138 + Penalty 3293.886598 = -2766414.157540
  nChanged 48
		SP:Iteration 30Q (62485.140000 sec): 3 clusters
  Score: Raw -2769718.379027 + Penalty 3293.886598 = -2766424.492429
  nChanged 50
		SP:Iteration 31Q (62485.360000 sec): 3 clusters
  Score: Raw -2769730.806105 + Penalty 3293.886598 = -2766436.919507
  nChanged 52
		SP:Iteration 32Q (62485.620000 sec): 3 clusters
  Score: Raw -2769742.044843 + Penalty 3293.886598 = -2766448.158245
  nChanged 43
		SP:Iteration 33Q (62485.880000 sec): 3 clusters
  Score: Raw -2769750.326306 + Penalty 3293.886598 = -2766456.439708
  nChanged 40
		SP:Iteration 34Q (62486.210000 sec): 3 clusters
  Score: Raw -2769757.659125 + Penalty 3293.886598 = -2766463.772527
  nChanged 54
		SP:Iteration 35Q (62486.500000 sec): 3 clusters
  Score: Raw -2769767.210235 + Penalty 3293.886598 = -2766473.323637
  nChanged 45
		SP:Iteration 36Q (62486.760000 sec): 3 clusters
  Score: Raw -2769774.536267 + Penalty 3293.886598 = -2766480.649669
  nChanged 34
		SP:Iteration 37Q (62487.040000 sec): 3 clusters
  Score: Raw -2769779.418702 + Penalty 3293.886598 = -2766485.532104
  nChanged 28
		SP:Iteration 38Q (62487.340000 sec): 3 clusters
  Score: Raw -2769782.636711 + Penalty 3293.886598 = -2766488.750113
  nChanged 35
		SP:Iteration 39Q (62487.630000 sec): 3 clusters
  Score: Raw -2769787.158428 + Penalty 3293.886598 = -2766493.271830
  nChanged 25
		SP:Iteration 40F (62487.910000 sec): 3 clusters
  Score: Raw -2769791.098829 + Penalty 3293.886598 = -2766497.212231
  nChanged 35
		SP:Iteration 41Q (62488.190000 sec): 3 clusters
  Score: Raw -2769796.565025 + Penalty 3293.886598 = -2766502.678427
  nChanged 38
		SP:Iteration 42Q (62488.490000 sec): 3 clusters
  Score: Raw -2769802.417752 + Penalty 3293.886598 = -2766508.531154
  nChanged 32
		SP:Iteration 43Q (62488.740000 sec): 3 clusters
  Score: Raw -2769806.205123 + Penalty 3293.886598 = -2766512.318525
  nChanged 28
		SP:Iteration 44Q (62489.060000 sec): 3 clusters
  Score: Raw -2769808.842057 + Penalty 3293.886598 = -2766514.955459
  nChanged 18
		SP:Iteration 45Q (62489.350000 sec): 3 clusters
  Score: Raw -2769810.235360 + Penalty 3293.886598 = -2766516.348762
  nChanged 15
		SP:Iteration 46Q (62489.640000 sec): 3 clusters
  Score: Raw -2769811.253796 + Penalty 3293.886598 = -2766517.367198
  nChanged 12
		SP:Iteration 47Q (62489.900000 sec): 3 clusters
  Score: Raw -2769812.001732 + Penalty 3293.886598 = -2766518.115134
  nChanged 11
		SP:Iteration 48Q (62490.180000 sec): 3 clusters
  Score: Raw -2769812.597187 + Penalty 3293.886598 = -2766518.710589
  nChanged 8
		SP:Iteration 49Q (62490.400000 sec): 3 clusters
  Score: Raw -2769812.976177 + Penalty 3293.886598 = -2766519.089579
  nChanged 6
		SP:Iteration 50Q (62490.670000 sec): 3 clusters
  Score: Raw -2769813.323801 + Penalty 3293.886598 = -2766519.437203
  nChanged 6
		SP:Iteration 51Q (62490.940000 sec): 3 clusters
  Score: Raw -2769813.791268 + Penalty 3293.886598 = -2766519.904670
  nChanged 7
		SP:Iteration 52Q (62491.230000 sec): 3 clusters
  Score: Raw -2769814.090026 + Penalty 3293.886598 = -2766520.203428
  nChanged 2
		SP:Iteration 53Q (62491.480000 sec): 3 clusters
  Score: Raw -2769814.235643 + Penalty 3293.886598 = -2766520.349045
  nChanged 1
		SP:Iteration 54Q (62491.740000 sec): 3 clusters
  Score: Raw -2769814.259805 + Penalty 3293.886598 = -2766520.373207
  nChanged 1
		SP:Iteration 55Q (62492.000000 sec): 3 clusters
  Score: Raw -2769814.299308 + Penalty 3293.886598 = -2766520.412710
  nChanged 1
		SP:Iteration 56Q (62492.250000 sec): 3 clusters
  Score: Raw -2769814.322230 + Penalty 3293.886598 = -2766520.435632
  nChanged 0
		SP:Iteration 57F (62492.530000 sec): 3 clusters
  Score: Raw -2769814.322230 + Penalty 3293.886598 = -2766520.435632
  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 6.54 GB.

 Trying to split cluster 5 (138070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62493.330000 sec): 2 clusters
  Score: Raw -17030555.669550 + Penalty 1923.271363 = -17028632.398187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62494.000000 sec): 3 clusters
  Score: Raw -16940217.509797 + Penalty 3846.542727 = -16936370.967070
  nChanged 66449
		SP:Iteration 1F (62494.760000 sec): 3 clusters
  Score: Raw -16983970.081097 + Penalty 3846.542727 = -16980123.538371
  nChanged 8199
		SP:Iteration 2F (62495.490000 sec): 3 clusters
  Score: Raw -16989676.062926 + Penalty 3846.542727 = -16985829.520199
  nChanged 9919
		SP:Iteration 3F (62496.140000 sec): 3 clusters
  Score: Raw -16997410.794480 + Penalty 3846.542727 = -16993564.251753
  nChanged 10751
		SP:Iteration 4F (62496.800000 sec): 3 clusters
  Score: Raw -17006231.058433 + Penalty 3846.542727 = -17002384.515706
  nChanged 10571
		SP:Iteration 5F (62497.510000 sec): 3 clusters
  Score: Raw -17015321.379426 + Penalty 3846.542727 = -17011474.836700
  nChanged 9236
		SP:Iteration 6F (62498.320000 sec): 3 clusters
  Score: Raw -17024063.756401 + Penalty 3846.542727 = -17020217.213675
  nChanged 7532
		SP:Iteration 7F (62499.120000 sec): 3 clusters
  Score: Raw -17031483.596566 + Penalty 3846.542727 = -17027637.053839
  nChanged 5668
		SP:Iteration 8Q (62499.860000 sec): 3 clusters
  Score: Raw -17035885.602789 + Penalty 3846.542727 = -17032039.060062
  nChanged 3912
		SP:Iteration 9Q (62500.530000 sec): 3 clusters
  Score: Raw -17038035.820299 + Penalty 3846.542727 = -17034189.277572
  nChanged 2730
		SP:Iteration 10Q (62501.190000 sec): 3 clusters
  Score: Raw -17039275.280365 + Penalty 3846.542727 = -17035428.737639
  nChanged 2190
		SP:Iteration 11Q (62501.820000 sec): 3 clusters
  Score: Raw -17040247.996123 + Penalty 3846.542727 = -17036401.453397
  nChanged 2059
		SP:Iteration 12Q (62502.450000 sec): 3 clusters
  Score: Raw -17041208.108891 + Penalty 3846.542727 = -17037361.566164
  nChanged 2149
		SP:Iteration 13Q (62503.070000 sec): 3 clusters
  Score: Raw -17042325.127603 + Penalty 3846.542727 = -17038478.584876
  nChanged 2432
		SP:Iteration 14Q (62503.710000 sec): 3 clusters
  Score: Raw -17043936.368961 + Penalty 3846.542727 = -17040089.826235
  nChanged 3063
		SP:Iteration 15Q (62504.380000 sec): 3 clusters
  Score: Raw -17046781.719098 + Penalty 3846.542727 = -17042935.176371
  nChanged 3914
		SP:Iteration 16Q (62505.140000 sec): 3 clusters
  Score: Raw -17052438.228587 + Penalty 3846.542727 = -17048591.685860
  nChanged 5239
		SP:Iteration 17Q (62505.820000 sec): 3 clusters
  Score: Raw -17066024.176962 + Penalty 3846.542727 = -17062177.634236
  nChanged 6873
		SP:Iteration 18Q (62506.560000 sec): 3 clusters
  Score: Raw -17095575.428070 + Penalty 3846.542727 = -17091728.885343
  nChanged 5973
		SP:Iteration 19Q (62507.260000 sec): 3 clusters
  Score: Raw -17143462.912207 + Penalty 3846.542727 = -17139616.369481
  nChanged 3534
		SP:Iteration 20F (62508.040000 sec): 3 clusters
  Score: Raw -17190939.221272 + Penalty 3846.542727 = -17187092.678545
  nChanged 347
		SP:Iteration 21Q (62508.720000 sec): 3 clusters
  Score: Raw -17192767.587693 + Penalty 3846.542727 = -17188921.044967
  nChanged 10
		SP:Iteration 22Q (62509.390000 sec): 3 clusters
  Score: Raw -17192769.576028 + Penalty 3846.542727 = -17188923.033301
  nChanged 2
		SP:Iteration 23Q (62510.090000 sec): 3 clusters
  Score: Raw -17192769.697420 + Penalty 3846.542727 = -17188923.154693
  nChanged 0
		SP:Iteration 24F (62510.830000 sec): 3 clusters
  Score: Raw -17192769.697420 + Penalty 3846.542727 = -17188923.154693
  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 6.54 GB.

 Trying to split cluster 6 (28842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62511.060000 sec): 2 clusters
  Score: Raw -3433568.154519 + Penalty 1668.808040 = -3431899.346479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62511.400000 sec): 3 clusters
  Score: Raw -3415745.929874 + Penalty 3337.616080 = -3412408.313794
  nChanged 13324
		SP:Iteration 1F (62511.680000 sec): 3 clusters
  Score: Raw -3423637.488509 + Penalty 3337.616080 = -3420299.872429
  nChanged 1691
		SP:Iteration 2F (62512.010000 sec): 3 clusters
  Score: Raw -3424733.444676 + Penalty 3337.616080 = -3421395.828597
  nChanged 1740
		SP:Iteration 3F (62512.250000 sec): 3 clusters
  Score: Raw -3425693.773654 + Penalty 3337.616080 = -3422356.157574
  nChanged 1674
		SP:Iteration 4F (62512.530000 sec): 3 clusters
  Score: Raw -3426571.386947 + Penalty 3337.616080 = -3423233.770868
  nChanged 1609
		SP:Iteration 5F (62512.840000 sec): 3 clusters
  Score: Raw -3427555.151115 + Penalty 3337.616080 = -3424217.535035
  nChanged 1720
		SP:Iteration 6F (62513.130000 sec): 3 clusters
  Score: Raw -3428895.156307 + Penalty 3337.616080 = -3425557.540227
  nChanged 1808
		SP:Iteration 7F (62513.480000 sec): 3 clusters
  Score: Raw -3430622.380374 + Penalty 3337.616080 = -3427284.764295
  nChanged 1828
		SP:Iteration 8F (62513.780000 sec): 3 clusters
  Score: Raw -3432414.064354 + Penalty 3337.616080 = -3429076.448274
  nChanged 1485
		SP:Iteration 9F (62514.100000 sec): 3 clusters
  Score: Raw -3433788.549014 + Penalty 3337.616080 = -3430450.932935
  nChanged 1088
		SP:Iteration 10Q (62514.390000 sec): 3 clusters
  Score: Raw -3434673.771194 + Penalty 3337.616080 = -3431336.155115
  nChanged 835
		SP:Iteration 11Q (62514.700000 sec): 3 clusters
  Score: Raw -3435361.458692 + Penalty 3337.616080 = -3432023.842613
  nChanged 636
		SP:Iteration 12Q (62515.040000 sec): 3 clusters
  Score: Raw -3435890.316298 + Penalty 3337.616080 = -3432552.700218
  nChanged 486
		SP:Iteration 13Q (62515.350000 sec): 3 clusters
  Score: Raw -3436283.728270 + Penalty 3337.616080 = -3432946.112191
  nChanged 370
		SP:Iteration 14Q (62515.640000 sec): 3 clusters
  Score: Raw -3436554.864281 + Penalty 3337.616080 = -3433217.248201
  nChanged 322
		SP:Iteration 15Q (62515.950000 sec): 3 clusters
  Score: Raw -3436783.942001 + Penalty 3337.616080 = -3433446.325921
  nChanged 268
		SP:Iteration 16Q (62516.250000 sec): 3 clusters
  Score: Raw -3436982.844562 + Penalty 3337.616080 = -3433645.228482
  nChanged 243
		SP:Iteration 17Q (62516.540000 sec): 3 clusters
  Score: Raw -3437168.193797 + Penalty 3337.616080 = -3433830.577717
  nChanged 210
		SP:Iteration 18Q (62516.840000 sec): 3 clusters
  Score: Raw -3437343.375690 + Penalty 3337.616080 = -3434005.759611
  nChanged 185
		SP:Iteration 19Q (62517.150000 sec): 3 clusters
  Score: Raw -3437487.548785 + Penalty 3337.616080 = -3434149.932706
  nChanged 151
		SP:Iteration 20F (62517.490000 sec): 3 clusters
  Score: Raw -3438298.340539 + Penalty 3337.616080 = -3434960.724460
  nChanged 277
		SP:Iteration 21Q (62517.770000 sec): 3 clusters
  Score: Raw -3440133.521957 + Penalty 3337.616080 = -3436795.905878
  nChanged 280
		SP:Iteration 22Q (62518.070000 sec): 3 clusters
  Score: Raw -3440582.217830 + Penalty 3337.616080 = -3437244.601750
  nChanged 189
		SP:Iteration 23Q (62518.350000 sec): 3 clusters
  Score: Raw -3440772.603248 + Penalty 3337.616080 = -3437434.987169
  nChanged 149
		SP:Iteration 24Q (62518.630000 sec): 3 clusters
  Score: Raw -3440915.537987 + Penalty 3337.616080 = -3437577.921908
  nChanged 105
		SP:Iteration 25Q (62518.960000 sec): 3 clusters
  Score: Raw -3440977.558532 + Penalty 3337.616080 = -3437639.942453
  nChanged 81
		SP:Iteration 26Q (62519.250000 sec): 3 clusters
  Score: Raw -3441023.367248 + Penalty 3337.616080 = -3437685.751168
  nChanged 57
		SP:Iteration 27Q (62519.520000 sec): 3 clusters
  Score: Raw -3441064.738264 + Penalty 3337.616080 = -3437727.122185
  nChanged 57
		SP:Iteration 28Q (62519.760000 sec): 3 clusters
  Score: Raw -3441113.419723 + Penalty 3337.616080 = -3437775.803643
  nChanged 62
		SP:Iteration 29Q (62520.070000 sec): 3 clusters
  Score: Raw -3441168.556276 + Penalty 3337.616080 = -3437830.940197
  nChanged 44
		SP:Iteration 30Q (62520.360000 sec): 3 clusters
  Score: Raw -3441203.887879 + Penalty 3337.616080 = -3437866.271799
  nChanged 29
		SP:Iteration 31Q (62520.630000 sec): 3 clusters
  Score: Raw -3441213.384256 + Penalty 3337.616080 = -3437875.768176
  nChanged 10
		SP:Iteration 32Q (62520.940000 sec): 3 clusters
  Score: Raw -3441216.753954 + Penalty 3337.616080 = -3437879.137875
  nChanged 12
		SP:Iteration 33Q (62521.240000 sec): 3 clusters
  Score: Raw -3441220.935819 + Penalty 3337.616080 = -3437883.319740
  nChanged 4
		SP:Iteration 34Q (62521.520000 sec): 3 clusters
  Score: Raw -3441222.090273 + Penalty 3337.616080 = -3437884.474194
  nChanged 2
		SP:Iteration 35Q (62521.840000 sec): 3 clusters
  Score: Raw -3441222.437692 + Penalty 3337.616080 = -3437884.821612
  nChanged 1
		SP:Iteration 36Q (62522.120000 sec): 3 clusters
  Score: Raw -3441222.543381 + Penalty 3337.616080 = -3437884.927301
  nChanged 2
		SP:Iteration 37Q (62522.440000 sec): 3 clusters
  Score: Raw -3441222.746006 + Penalty 3337.616080 = -3437885.129926
  nChanged 0
		SP:Iteration 38F (62522.790000 sec): 3 clusters
  Score: Raw -3441438.385653 + Penalty 3337.616080 = -3438100.769573
  nChanged 93
		SP:Iteration 39Q (62523.070000 sec): 3 clusters
  Score: Raw -3441607.813318 + Penalty 3337.616080 = -3438270.197239
  nChanged 95
		SP:Iteration 40F (62523.440000 sec): 3 clusters
  Score: Raw -3441703.976052 + Penalty 3337.616080 = -3438366.359973
  nChanged 97
		SP:Iteration 41Q (62523.740000 sec): 3 clusters
  Score: Raw -3441810.272835 + Penalty 3337.616080 = -3438472.656755
  nChanged 95
		SP:Iteration 42Q (62524.080000 sec): 3 clusters
  Score: Raw -3441877.992496 + Penalty 3337.616080 = -3438540.376417
  nChanged 70
		SP:Iteration 43Q (62524.370000 sec): 3 clusters
  Score: Raw -3441924.367424 + Penalty 3337.616080 = -3438586.751344
  nChanged 59
		SP:Iteration 44Q (62524.680000 sec): 3 clusters
  Score: Raw -3441954.035076 + Penalty 3337.616080 = -3438616.418996
  nChanged 49
		SP:Iteration 45Q (62524.920000 sec): 3 clusters
  Score: Raw -3441969.848000 + Penalty 3337.616080 = -3438632.231920
  nChanged 35
		SP:Iteration 46Q (62525.220000 sec): 3 clusters
  Score: Raw -3441977.572815 + Penalty 3337.616080 = -3438639.956736
  nChanged 18
		SP:Iteration 47Q (62525.500000 sec): 3 clusters
  Score: Raw -3441981.039707 + Penalty 3337.616080 = -3438643.423627
  nChanged 15
		SP:Iteration 48Q (62525.800000 sec): 3 clusters
  Score: Raw -3441984.564898 + Penalty 3337.616080 = -3438646.948819
  nChanged 9
		SP:Iteration 49Q (62526.100000 sec): 3 clusters
  Score: Raw -3441985.641550 + Penalty 3337.616080 = -3438648.025470
  nChanged 7
		SP:Iteration 50Q (62526.410000 sec): 3 clusters
  Score: Raw -3441986.591942 + Penalty 3337.616080 = -3438648.975862
  nChanged 6
		SP:Iteration 51Q (62526.700000 sec): 3 clusters
  Score: Raw -3441987.658662 + Penalty 3337.616080 = -3438650.042582
  nChanged 5
		SP:Iteration 52Q (62527.050000 sec): 3 clusters
  Score: Raw -3441988.495092 + Penalty 3337.616080 = -3438650.879012
  nChanged 6
		SP:Iteration 53Q (62527.340000 sec): 3 clusters
  Score: Raw -3441989.494283 + Penalty 3337.616080 = -3438651.878203
  nChanged 5
		SP:Iteration 54Q (62527.630000 sec): 3 clusters
  Score: Raw -3441990.250799 + Penalty 3337.616080 = -3438652.634719
  nChanged 3
		SP:Iteration 55Q (62527.940000 sec): 3 clusters
  Score: Raw -3441990.444972 + Penalty 3337.616080 = -3438652.828893
  nChanged 1
		SP:Iteration 56Q (62528.200000 sec): 3 clusters
  Score: Raw -3441990.510165 + Penalty 3337.616080 = -3438652.894085
  nChanged 1
		SP:Iteration 57Q (62528.500000 sec): 3 clusters
  Score: Raw -3441990.589325 + Penalty 3337.616080 = -3438652.973246
  nChanged 0
		SP:Iteration 58F (62528.800000 sec): 3 clusters
  Score: Raw -3441990.695431 + Penalty 3337.616080 = -3438653.079351
  nChanged 1
		SP:Iteration 59Q (62529.140000 sec): 3 clusters
  Score: Raw -3441991.058462 + Penalty 3337.616080 = -3438653.442382
  nChanged 6
		SP:Iteration 60F (62529.470000 sec): 3 clusters
  Score: Raw -3441992.840347 + Penalty 3337.616080 = -3438655.224268
  nChanged 5
		SP:Iteration 61Q (62529.750000 sec): 3 clusters
  Score: Raw -3441993.927165 + Penalty 3337.616080 = -3438656.311085
  nChanged 7
		SP:Iteration 62Q (62530.060000 sec): 3 clusters
  Score: Raw -3441995.595325 + Penalty 3337.616080 = -3438657.979245
  nChanged 9
		SP:Iteration 63Q (62530.370000 sec): 3 clusters
  Score: Raw -3441997.452740 + Penalty 3337.616080 = -3438659.836660
  nChanged 5
		SP:Iteration 64Q (62530.650000 sec): 3 clusters
  Score: Raw -3441998.413723 + Penalty 3337.616080 = -3438660.797643
  nChanged 4
		SP:Iteration 65Q (62530.930000 sec): 3 clusters
  Score: Raw -3441998.712765 + Penalty 3337.616080 = -3438661.096685
  nChanged 1
		SP:Iteration 66Q (62531.230000 sec): 3 clusters
  Score: Raw -3441998.811380 + Penalty 3337.616080 = -3438661.195300
  nChanged 0
		SP:Iteration 67F (62531.490000 sec): 3 clusters
  Score: Raw -3441998.811380 + Penalty 3337.616080 = -3438661.195300
  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 6.54 GB.

 Trying to split cluster 7 (15720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62531.640000 sec): 2 clusters
  Score: Raw -1615498.457384 + Penalty 1570.186973 = -1613928.270411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62531.870000 sec): 3 clusters
  Score: Raw -1606269.986967 + Penalty 3140.373946 = -1603129.613021
  nChanged 7121
		SP:Iteration 1F (62532.130000 sec): 3 clusters
  Score: Raw -1612878.559112 + Penalty 3140.373946 = -1609738.185166
  nChanged 1982
		SP:Iteration 2F (62532.380000 sec): 3 clusters
  Score: Raw -1616181.741880 + Penalty 3140.373946 = -1613041.367934
  nChanged 1830
		SP:Iteration 3F (62532.550000 sec): 3 clusters
  Score: Raw -1618985.681335 + Penalty 3140.373946 = -1615845.307388
  nChanged 1310
		SP:Iteration 4F (62532.780000 sec): 3 clusters
  Score: Raw -1620407.919123 + Penalty 3140.373946 = -1617267.545176
  nChanged 839
		SP:Iteration 5F (62533.020000 sec): 3 clusters
  Score: Raw -1621155.995364 + Penalty 3140.373946 = -1618015.621417
  nChanged 552
		SP:Iteration 6Q (62533.290000 sec): 3 clusters
  Score: Raw -1621644.001096 + Penalty 3140.373946 = -1618503.627149
  nChanged 435
		SP:Iteration 7Q (62533.540000 sec): 3 clusters
  Score: Raw -1621962.913972 + Penalty 3140.373946 = -1618822.540025
  nChanged 353
		SP:Iteration 8Q (62533.790000 sec): 3 clusters
  Score: Raw -1622178.400244 + Penalty 3140.373946 = -1619038.026298
  nChanged 315
		SP:Iteration 9Q (62534.010000 sec): 3 clusters
  Score: Raw -1622383.719484 + Penalty 3140.373946 = -1619243.345538
  nChanged 270
		SP:Iteration 10Q (62534.240000 sec): 3 clusters
  Score: Raw -1622592.916794 + Penalty 3140.373946 = -1619452.542848
  nChanged 264
		SP:Iteration 11Q (62534.490000 sec): 3 clusters
  Score: Raw -1622807.992635 + Penalty 3140.373946 = -1619667.618688
  nChanged 245
		SP:Iteration 12Q (62534.700000 sec): 3 clusters
  Score: Raw -1622995.204919 + Penalty 3140.373946 = -1619854.830972
  nChanged 214
		SP:Iteration 13Q (62534.940000 sec): 3 clusters
  Score: Raw -1623138.709753 + Penalty 3140.373946 = -1619998.335806
  nChanged 208
		SP:Iteration 14Q (62535.160000 sec): 3 clusters
  Score: Raw -1623260.116754 + Penalty 3140.373946 = -1620119.742807
  nChanged 168
		SP:Iteration 15Q (62535.410000 sec): 3 clusters
  Score: Raw -1623339.327292 + Penalty 3140.373946 = -1620198.953346
  nChanged 142
		SP:Iteration 16Q (62535.620000 sec): 3 clusters
  Score: Raw -1623397.691847 + Penalty 3140.373946 = -1620257.317901
  nChanged 115
		SP:Iteration 17Q (62535.800000 sec): 3 clusters
  Score: Raw -1623453.013926 + Penalty 3140.373946 = -1620312.639979
  nChanged 94
		SP:Iteration 18Q (62536.080000 sec): 3 clusters
  Score: Raw -1623497.051811 + Penalty 3140.373946 = -1620356.677864
  nChanged 99
		SP:Iteration 19Q (62536.290000 sec): 3 clusters
  Score: Raw -1623540.601217 + Penalty 3140.373946 = -1620400.227270
  nChanged 105
		SP:Iteration 20F (62536.580000 sec): 3 clusters
  Score: Raw -1623595.346014 + Penalty 3140.373946 = -1620454.972067
  nChanged 112
		SP:Iteration 21Q (62536.780000 sec): 3 clusters
  Score: Raw -1623640.322016 + Penalty 3140.373946 = -1620499.948069
  nChanged 108
		SP:Iteration 22Q (62537.030000 sec): 3 clusters
  Score: Raw -1623692.591423 + Penalty 3140.373946 = -1620552.217476
  nChanged 102
		SP:Iteration 23Q (62537.260000 sec): 3 clusters
  Score: Raw -1623739.602093 + Penalty 3140.373946 = -1620599.228147
  nChanged 88
		SP:Iteration 24Q (62537.530000 sec): 3 clusters
  Score: Raw -1623769.037600 + Penalty 3140.373946 = -1620628.663654
  nChanged 73
		SP:Iteration 25Q (62537.770000 sec): 3 clusters
  Score: Raw -1623784.754022 + Penalty 3140.373946 = -1620644.380075
  nChanged 56
		SP:Iteration 26Q (62537.990000 sec): 3 clusters
  Score: Raw -1623794.215496 + Penalty 3140.373946 = -1620653.841549
  nChanged 43
		SP:Iteration 27Q (62538.250000 sec): 3 clusters
  Score: Raw -1623801.902994 + Penalty 3140.373946 = -1620661.529048
  nChanged 33
		SP:Iteration 28Q (62538.490000 sec): 3 clusters
  Score: Raw -1623808.119738 + Penalty 3140.373946 = -1620667.745792
  nChanged 32
		SP:Iteration 29Q (62538.770000 sec): 3 clusters
  Score: Raw -1623816.568786 + Penalty 3140.373946 = -1620676.194840
  nChanged 33
		SP:Iteration 30Q (62538.990000 sec): 3 clusters
  Score: Raw -1623821.511200 + Penalty 3140.373946 = -1620681.137253
  nChanged 36
		SP:Iteration 31Q (62539.220000 sec): 3 clusters
  Score: Raw -1623825.419232 + Penalty 3140.373946 = -1620685.045286
  nChanged 23
		SP:Iteration 32Q (62539.440000 sec): 3 clusters
  Score: Raw -1623828.462480 + Penalty 3140.373946 = -1620688.088534
  nChanged 22
		SP:Iteration 33Q (62539.710000 sec): 3 clusters
  Score: Raw -1623832.941018 + Penalty 3140.373946 = -1620692.567071
  nChanged 23
		SP:Iteration 34Q (62539.950000 sec): 3 clusters
  Score: Raw -1623836.578908 + Penalty 3140.373946 = -1620696.204962
  nChanged 22
		SP:Iteration 35Q (62540.200000 sec): 3 clusters
  Score: Raw -1623838.931800 + Penalty 3140.373946 = -1620698.557854
  nChanged 19
		SP:Iteration 36Q (62540.440000 sec): 3 clusters
  Score: Raw -1623840.490642 + Penalty 3140.373946 = -1620700.116696
  nChanged 11
		SP:Iteration 37Q (62540.720000 sec): 3 clusters
  Score: Raw -1623841.434749 + Penalty 3140.373946 = -1620701.060802
  nChanged 8
		SP:Iteration 38Q (62540.930000 sec): 3 clusters
  Score: Raw -1623842.771853 + Penalty 3140.373946 = -1620702.397906
  nChanged 10
		SP:Iteration 39Q (62541.160000 sec): 3 clusters
  Score: Raw -1623843.586061 + Penalty 3140.373946 = -1620703.212115
  nChanged 8
		SP:Iteration 40F (62541.380000 sec): 3 clusters
  Score: Raw -1623844.723410 + Penalty 3140.373946 = -1620704.349463
  nChanged 9
		SP:Iteration 41Q (62541.650000 sec): 3 clusters
  Score: Raw -1623845.988773 + Penalty 3140.373946 = -1620705.614826
  nChanged 13
		SP:Iteration 42Q (62541.890000 sec): 3 clusters
  Score: Raw -1623847.040001 + Penalty 3140.373946 = -1620706.666055
  nChanged 11
		SP:Iteration 43Q (62542.130000 sec): 3 clusters
  Score: Raw -1623847.940737 + Penalty 3140.373946 = -1620707.566790
  nChanged 8
		SP:Iteration 44Q (62542.350000 sec): 3 clusters
  Score: Raw -1623848.667488 + Penalty 3140.373946 = -1620708.293542
  nChanged 5
		SP:Iteration 45Q (62542.560000 sec): 3 clusters
  Score: Raw -1623849.055083 + Penalty 3140.373946 = -1620708.681137
  nChanged 5
		SP:Iteration 46Q (62542.830000 sec): 3 clusters
  Score: Raw -1623849.318392 + Penalty 3140.373946 = -1620708.944446
  nChanged 3
		SP:Iteration 47Q (62543.100000 sec): 3 clusters
  Score: Raw -1623849.686884 + Penalty 3140.373946 = -1620709.312938
  nChanged 4
		SP:Iteration 48Q (62543.370000 sec): 3 clusters
  Score: Raw -1623850.203404 + Penalty 3140.373946 = -1620709.829458
  nChanged 4
		SP:Iteration 49Q (62543.600000 sec): 3 clusters
  Score: Raw -1623850.410469 + Penalty 3140.373946 = -1620710.036522
  nChanged 4
		SP:Iteration 50Q (62543.810000 sec): 3 clusters
  Score: Raw -1623850.663204 + Penalty 3140.373946 = -1620710.289258
  nChanged 1
		SP:Iteration 51Q (62544.060000 sec): 3 clusters
  Score: Raw -1623850.694074 + Penalty 3140.373946 = -1620710.320128
  nChanged 0
		SP:Iteration 52F (62544.330000 sec): 3 clusters
  Score: Raw -1623850.694074 + Penalty 3140.373946 = -1620710.320128
  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 6.54 GB.

 Trying to split cluster 8 (50619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62544.620000 sec): 2 clusters
  Score: Raw -6050261.862538 + Penalty 1760.213370 = -6048501.649168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62545.030000 sec): 3 clusters
  Score: Raw -6018494.651036 + Penalty 3520.426741 = -6014974.224295
  nChanged 23738
		SP:Iteration 1F (62545.450000 sec): 3 clusters
  Score: Raw -6033061.340810 + Penalty 3520.426741 = -6029540.914070
  nChanged 3154
		SP:Iteration 2F (62545.870000 sec): 3 clusters
  Score: Raw -6035038.302629 + Penalty 3520.426741 = -6031517.875889
  nChanged 3693
		SP:Iteration 3F (62546.260000 sec): 3 clusters
  Score: Raw -6038396.246955 + Penalty 3520.426741 = -6034875.820214
  nChanged 4279
		SP:Iteration 4F (62546.710000 sec): 3 clusters
  Score: Raw -6044057.606819 + Penalty 3520.426741 = -6040537.180078
  nChanged 4607
		SP:Iteration 5F (62547.100000 sec): 3 clusters
  Score: Raw -6051441.407316 + Penalty 3520.426741 = -6047920.980575
  nChanged 4613
		SP:Iteration 6F (62547.510000 sec): 3 clusters
  Score: Raw -6058696.364687 + Penalty 3520.426741 = -6055175.937946
  nChanged 4827
		SP:Iteration 7F (62547.940000 sec): 3 clusters
  Score: Raw -6066386.691191 + Penalty 3520.426741 = -6062866.264450
  nChanged 4976
		SP:Iteration 8F (62548.340000 sec): 3 clusters
  Score: Raw -6074692.564001 + Penalty 3520.426741 = -6071172.137260
  nChanged 4047
		SP:Iteration 9F (62548.680000 sec): 3 clusters
  Score: Raw -6080478.031725 + Penalty 3520.426741 = -6076957.604984
  nChanged 2164
		SP:Iteration 10Q (62549.080000 sec): 3 clusters
  Score: Raw -6082484.549814 + Penalty 3520.426741 = -6078964.123073
  nChanged 1021
		SP:Iteration 11Q (62549.440000 sec): 3 clusters
  Score: Raw -6082951.257042 + Penalty 3520.426741 = -6079430.830301
  nChanged 517
		SP:Iteration 12Q (62549.800000 sec): 3 clusters
  Score: Raw -6083082.635243 + Penalty 3520.426741 = -6079562.208502
  nChanged 252
		SP:Iteration 13Q (62550.140000 sec): 3 clusters
  Score: Raw -6083126.347323 + Penalty 3520.426741 = -6079605.920582
  nChanged 173
		SP:Iteration 14Q (62550.520000 sec): 3 clusters
  Score: Raw -6083151.316982 + Penalty 3520.426741 = -6079630.890241
  nChanged 127
		SP:Iteration 15Q (62550.880000 sec): 3 clusters
  Score: Raw -6083166.240501 + Penalty 3520.426741 = -6079645.813761
  nChanged 97
		SP:Iteration 16Q (62551.240000 sec): 3 clusters
  Score: Raw -6083176.206370 + Penalty 3520.426741 = -6079655.779630
  nChanged 83
		SP:Iteration 17Q (62551.580000 sec): 3 clusters
  Score: Raw -6083184.492170 + Penalty 3520.426741 = -6079664.065429
  nChanged 74
		SP:Iteration 18Q (62551.980000 sec): 3 clusters
  Score: Raw -6083191.598929 + Penalty 3520.426741 = -6079671.172188
  nChanged 66
		SP:Iteration 19Q (62552.380000 sec): 3 clusters
  Score: Raw -6083197.178026 + Penalty 3520.426741 = -6079676.751285
  nChanged 51
		SP:Iteration 20F (62552.760000 sec): 3 clusters
  Score: Raw -6083201.882984 + Penalty 3520.426741 = -6079681.456243
  nChanged 63
		SP:Iteration 21Q (62553.140000 sec): 3 clusters
  Score: Raw -6083207.799479 + Penalty 3520.426741 = -6079687.372738
  nChanged 56
		SP:Iteration 22Q (62553.540000 sec): 3 clusters
  Score: Raw -6083213.214148 + Penalty 3520.426741 = -6079692.787407
  nChanged 53
		SP:Iteration 23Q (62553.960000 sec): 3 clusters
  Score: Raw -6083219.440495 + Penalty 3520.426741 = -6079699.013755
  nChanged 59
		SP:Iteration 24Q (62554.390000 sec): 3 clusters
  Score: Raw -6083228.056206 + Penalty 3520.426741 = -6079707.629466
  nChanged 78
		SP:Iteration 25Q (62554.770000 sec): 3 clusters
  Score: Raw -6083238.770738 + Penalty 3520.426741 = -6079718.343998
  nChanged 86
		SP:Iteration 26Q (62555.180000 sec): 3 clusters
  Score: Raw -6083251.556123 + Penalty 3520.426741 = -6079731.129382
  nChanged 97
		SP:Iteration 27Q (62555.590000 sec): 3 clusters
  Score: Raw -6083264.175258 + Penalty 3520.426741 = -6079743.748518
  nChanged 99
		SP:Iteration 28Q (62555.950000 sec): 3 clusters
  Score: Raw -6083278.454533 + Penalty 3520.426741 = -6079758.027792
  nChanged 110
		SP:Iteration 29Q (62556.370000 sec): 3 clusters
  Score: Raw -6083295.466580 + Penalty 3520.426741 = -6079775.039840
  nChanged 122
		SP:Iteration 30Q (62556.740000 sec): 3 clusters
  Score: Raw -6083313.766463 + Penalty 3520.426741 = -6079793.339723
  nChanged 130
		SP:Iteration 31Q (62557.150000 sec): 3 clusters
  Score: Raw -6083332.594940 + Penalty 3520.426741 = -6079812.168200
  nChanged 131
		SP:Iteration 32Q (62557.520000 sec): 3 clusters
  Score: Raw -6083351.451920 + Penalty 3520.426741 = -6079831.025179
  nChanged 125
		SP:Iteration 33Q (62557.890000 sec): 3 clusters
  Score: Raw -6083369.367628 + Penalty 3520.426741 = -6079848.940887
  nChanged 121
		SP:Iteration 34Q (62558.280000 sec): 3 clusters
  Score: Raw -6083385.144240 + Penalty 3520.426741 = -6079864.717500
  nChanged 111
		SP:Iteration 35Q (62558.640000 sec): 3 clusters
  Score: Raw -6083397.910311 + Penalty 3520.426741 = -6079877.483571
  nChanged 115
		SP:Iteration 36Q (62559.030000 sec): 3 clusters
  Score: Raw -6083409.970367 + Penalty 3520.426741 = -6079889.543626
  nChanged 105
		SP:Iteration 37Q (62559.420000 sec): 3 clusters
  Score: Raw -6083420.969150 + Penalty 3520.426741 = -6079900.542409
  nChanged 119
		SP:Iteration 38Q (62559.840000 sec): 3 clusters
  Score: Raw -6083433.862308 + Penalty 3520.426741 = -6079913.435567
  nChanged 112
		SP:Iteration 39Q (62560.260000 sec): 3 clusters
  Score: Raw -6083444.562834 + Penalty 3520.426741 = -6079924.136093
  nChanged 106
		SP:Iteration 40F (62560.740000 sec): 3 clusters
  Score: Raw -6083453.632859 + Penalty 3520.426741 = -6079933.206119
  nChanged 102
		SP:Iteration 41Q (62561.200000 sec): 3 clusters
  Score: Raw -6083462.334591 + Penalty 3520.426741 = -6079941.907851
  nChanged 97
		SP:Iteration 42Q (62561.750000 sec): 3 clusters
  Score: Raw -6083469.966070 + Penalty 3520.426741 = -6079949.539329
  nChanged 94
		SP:Iteration 43Q (62562.250000 sec): 3 clusters
  Score: Raw -6083477.288547 + Penalty 3520.426741 = -6079956.861806
  nChanged 89
		SP:Iteration 44Q (62562.720000 sec): 3 clusters
  Score: Raw -6083484.147379 + Penalty 3520.426741 = -6079963.720638
  nChanged 79
		SP:Iteration 45Q (62563.230000 sec): 3 clusters
  Score: Raw -6083491.632774 + Penalty 3520.426741 = -6079971.206033
  nChanged 90
		SP:Iteration 46Q (62563.760000 sec): 3 clusters
  Score: Raw -6083500.194991 + Penalty 3520.426741 = -6079979.768250
  nChanged 91
		SP:Iteration 47Q (62564.190000 sec): 3 clusters
  Score: Raw -6083509.430706 + Penalty 3520.426741 = -6079989.003965
  nChanged 91
		SP:Iteration 48Q (62564.540000 sec): 3 clusters
  Score: Raw -6083519.294162 + Penalty 3520.426741 = -6079998.867422
  nChanged 97
		SP:Iteration 49Q (62564.870000 sec): 3 clusters
  Score: Raw -6083529.558045 + Penalty 3520.426741 = -6080009.131304
  nChanged 104
		SP:Iteration 50Q (62565.230000 sec): 3 clusters
  Score: Raw -6083542.598217 + Penalty 3520.426741 = -6080022.171476
  nChanged 124
		SP:Iteration 51Q (62565.570000 sec): 3 clusters
  Score: Raw -6083560.426720 + Penalty 3520.426741 = -6080039.999980
  nChanged 150
		SP:Iteration 52Q (62565.930000 sec): 3 clusters
  Score: Raw -6083585.292185 + Penalty 3520.426741 = -6080064.865444
  nChanged 188
		SP:Iteration 53Q (62566.330000 sec): 3 clusters
  Score: Raw -6083619.971172 + Penalty 3520.426741 = -6080099.544431
  nChanged 207
		SP:Iteration 54Q (62566.740000 sec): 3 clusters
  Score: Raw -6083670.933611 + Penalty 3520.426741 = -6080150.506871
  nChanged 235
		SP:Iteration 55Q (62567.180000 sec): 3 clusters
  Score: Raw -6083736.544717 + Penalty 3520.426741 = -6080216.117976
  nChanged 279
		SP:Iteration 56Q (62567.620000 sec): 3 clusters
  Score: Raw -6083831.682853 + Penalty 3520.426741 = -6080311.256112
  nChanged 348
		SP:Iteration 57Q (62568.040000 sec): 3 clusters
  Score: Raw -6083970.068600 + Penalty 3520.426741 = -6080449.641859
  nChanged 402
		SP:Iteration 58Q (62568.480000 sec): 3 clusters
  Score: Raw -6084172.043017 + Penalty 3520.426741 = -6080651.616277
  nChanged 510
		SP:Iteration 59Q (62568.880000 sec): 3 clusters
  Score: Raw -6084496.252821 + Penalty 3520.426741 = -6080975.826081
  nChanged 600
		SP:Iteration 60F (62569.250000 sec): 3 clusters
  Score: Raw -6084937.320330 + Penalty 3520.426741 = -6081416.893589
  nChanged 625
		SP:Iteration 61Q (62569.580000 sec): 3 clusters
  Score: Raw -6085412.615517 + Penalty 3520.426741 = -6081892.188777
  nChanged 588
		SP:Iteration 62Q (62569.940000 sec): 3 clusters
  Score: Raw -6085797.961655 + Penalty 3520.426741 = -6082277.534915
  nChanged 513
		SP:Iteration 63Q (62570.360000 sec): 3 clusters
  Score: Raw -6086070.191055 + Penalty 3520.426741 = -6082549.764314
  nChanged 443
		SP:Iteration 64Q (62570.770000 sec): 3 clusters
  Score: Raw -6086270.533579 + Penalty 3520.426741 = -6082750.106839
  nChanged 385
		SP:Iteration 65Q (62571.160000 sec): 3 clusters
  Score: Raw -6086412.921741 + Penalty 3520.426741 = -6082892.495000
  nChanged 301
		SP:Iteration 66Q (62571.560000 sec): 3 clusters
  Score: Raw -6086495.733945 + Penalty 3520.426741 = -6082975.307204
  nChanged 222
		SP:Iteration 67Q (62571.960000 sec): 3 clusters
  Score: Raw -6086542.221911 + Penalty 3520.426741 = -6083021.795171
  nChanged 167
		SP:Iteration 68Q (62572.360000 sec): 3 clusters
  Score: Raw -6086571.648361 + Penalty 3520.426741 = -6083051.221621
  nChanged 147
		SP:Iteration 69Q (62572.770000 sec): 3 clusters
  Score: Raw -6086591.150603 + Penalty 3520.426741 = -6083070.723862
  nChanged 90
		SP:Iteration 70Q (62573.180000 sec): 3 clusters
  Score: Raw -6086599.589820 + Penalty 3520.426741 = -6083079.163079
  nChanged 74
		SP:Iteration 71Q (62573.580000 sec): 3 clusters
  Score: Raw -6086605.225797 + Penalty 3520.426741 = -6083084.799056
  nChanged 56
		SP:Iteration 72Q (62573.970000 sec): 3 clusters
  Score: Raw -6086609.153381 + Penalty 3520.426741 = -6083088.726640
  nChanged 51
		SP:Iteration 73Q (62574.400000 sec): 3 clusters
  Score: Raw -6086611.819084 + Penalty 3520.426741 = -6083091.392343
  nChanged 27
		SP:Iteration 74Q (62574.810000 sec): 3 clusters
  Score: Raw -6086612.786491 + Penalty 3520.426741 = -6083092.359750
  nChanged 20
		SP:Iteration 75Q (62575.200000 sec): 3 clusters
  Score: Raw -6086613.314287 + Penalty 3520.426741 = -6083092.887547
  nChanged 9
		SP:Iteration 76Q (62575.660000 sec): 3 clusters
  Score: Raw -6086613.453316 + Penalty 3520.426741 = -6083093.026575
  nChanged 2
		SP:Iteration 77Q (62576.050000 sec): 3 clusters
  Score: Raw -6086613.499565 + Penalty 3520.426741 = -6083093.072825
  nChanged 5
		SP:Iteration 78Q (62576.480000 sec): 3 clusters
  Score: Raw -6086613.629012 + Penalty 3520.426741 = -6083093.202272
  nChanged 3
		SP:Iteration 79Q (62576.890000 sec): 3 clusters
  Score: Raw -6086613.674819 + Penalty 3520.426741 = -6083093.248079
  nChanged 2
		SP:Iteration 80F (62577.270000 sec): 3 clusters
  Score: Raw -6086613.709146 + Penalty 3520.426741 = -6083093.282406
  nChanged 2
		SP:Iteration 81Q (62577.690000 sec): 3 clusters
  Score: Raw -6086613.798849 + Penalty 3520.426741 = -6083093.372108
  nChanged 3
		SP:Iteration 82Q (62578.060000 sec): 3 clusters
  Score: Raw -6086613.882514 + Penalty 3520.426741 = -6083093.455773
  nChanged 2
		SP:Iteration 83Q (62578.460000 sec): 3 clusters
  Score: Raw -6086613.924307 + Penalty 3520.426741 = -6083093.497566
  nChanged 2
		SP:Iteration 84Q (62578.840000 sec): 3 clusters
  Score: Raw -6086613.964456 + Penalty 3520.426741 = -6083093.537715
  nChanged 1
		SP:Iteration 85Q (62579.190000 sec): 3 clusters
  Score: Raw -6086613.980401 + Penalty 3520.426741 = -6083093.553661
  nChanged 0
		SP:Iteration 86F (62579.620000 sec): 3 clusters
  Score: Raw -6086613.980401 + Penalty 3520.426741 = -6083093.553661
  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 6.54 GB.

 Trying to split cluster 9 (6328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62579.730000 sec): 2 clusters
  Score: Raw -720742.225664 + Penalty 1422.320170 = -719319.905494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62579.940000 sec): 3 clusters
  Score: Raw -717363.459114 + Penalty 2844.640341 = -714518.818773
  nChanged 2677
		SP:Iteration 1F (62580.140000 sec): 3 clusters
  Score: Raw -718906.994188 + Penalty 2844.640341 = -716062.353848
  nChanged 455
		SP:Iteration 2F (62580.380000 sec): 3 clusters
  Score: Raw -719225.995508 + Penalty 2844.640341 = -716381.355167
  nChanged 452
		SP:Iteration 3F (62580.560000 sec): 3 clusters
  Score: Raw -719610.015544 + Penalty 2844.640341 = -716765.375203
  nChanged 463
		SP:Iteration 4F (62580.780000 sec): 3 clusters
  Score: Raw -720059.927173 + Penalty 2844.640341 = -717215.286832
  nChanged 452
		SP:Iteration 5F (62580.960000 sec): 3 clusters
  Score: Raw -720584.917373 + Penalty 2844.640341 = -717740.277033
  nChanged 439
		SP:Iteration 6F (62581.190000 sec): 3 clusters
  Score: Raw -721085.462011 + Penalty 2844.640341 = -718240.821670
  nChanged 345
		SP:Iteration 7F (62581.390000 sec): 3 clusters
  Score: Raw -721428.378205 + Penalty 2844.640341 = -718583.737865
  nChanged 269
		SP:Iteration 8Q (62581.600000 sec): 3 clusters
  Score: Raw -721648.277074 + Penalty 2844.640341 = -718803.636733
  nChanged 209
		SP:Iteration 9Q (62581.790000 sec): 3 clusters
  Score: Raw -721901.581626 + Penalty 2844.640341 = -719056.941285
  nChanged 212
		SP:Iteration 10Q (62582.000000 sec): 3 clusters
  Score: Raw -722166.727999 + Penalty 2844.640341 = -719322.087658
  nChanged 183
		SP:Iteration 11Q (62582.240000 sec): 3 clusters
  Score: Raw -722329.037299 + Penalty 2844.640341 = -719484.396958
  nChanged 145
		SP:Iteration 12Q (62582.420000 sec): 3 clusters
  Score: Raw -722424.344586 + Penalty 2844.640341 = -719579.704245
  nChanged 111
		SP:Iteration 13Q (62582.600000 sec): 3 clusters
  Score: Raw -722499.913159 + Penalty 2844.640341 = -719655.272818
  nChanged 99
		SP:Iteration 14Q (62582.770000 sec): 3 clusters
  Score: Raw -722563.950623 + Penalty 2844.640341 = -719719.310283
  nChanged 85
		SP:Iteration 15Q (62582.980000 sec): 3 clusters
  Score: Raw -722609.347426 + Penalty 2844.640341 = -719764.707086
  nChanged 49
		SP:Iteration 16Q (62583.150000 sec): 3 clusters
  Score: Raw -722628.693256 + Penalty 2844.640341 = -719784.052915
  nChanged 34
		SP:Iteration 17Q (62583.320000 sec): 3 clusters
  Score: Raw -722640.150110 + Penalty 2844.640341 = -719795.509769
  nChanged 31
		SP:Iteration 18Q (62583.510000 sec): 3 clusters
  Score: Raw -722648.050184 + Penalty 2844.640341 = -719803.409844
  nChanged 22
		SP:Iteration 19Q (62583.720000 sec): 3 clusters
  Score: Raw -722652.502174 + Penalty 2844.640341 = -719807.861833
  nChanged 18
		SP:Iteration 20F (62583.920000 sec): 3 clusters
  Score: Raw -722657.450489 + Penalty 2844.640341 = -719812.810149
  nChanged 18
		SP:Iteration 21Q (62584.120000 sec): 3 clusters
  Score: Raw -722663.704381 + Penalty 2844.640341 = -719819.064040
  nChanged 16
		SP:Iteration 22Q (62584.300000 sec): 3 clusters
  Score: Raw -722670.281208 + Penalty 2844.640341 = -719825.640867
  nChanged 14
		SP:Iteration 23Q (62584.490000 sec): 3 clusters
  Score: Raw -722675.889069 + Penalty 2844.640341 = -719831.248729
  nChanged 17
		SP:Iteration 24Q (62584.700000 sec): 3 clusters
  Score: Raw -722681.518187 + Penalty 2844.640341 = -719836.877846
  nChanged 16
		SP:Iteration 25Q (62584.880000 sec): 3 clusters
  Score: Raw -722686.372834 + Penalty 2844.640341 = -719841.732493
  nChanged 15
		SP:Iteration 26Q (62585.100000 sec): 3 clusters
  Score: Raw -722689.967589 + Penalty 2844.640341 = -719845.327249
  nChanged 11
		SP:Iteration 27Q (62585.280000 sec): 3 clusters
  Score: Raw -722694.230871 + Penalty 2844.640341 = -719849.590531
  nChanged 15
		SP:Iteration 28Q (62585.500000 sec): 3 clusters
  Score: Raw -722700.306097 + Penalty 2844.640341 = -719855.665757
  nChanged 16
		SP:Iteration 29Q (62585.670000 sec): 3 clusters
  Score: Raw -722707.286930 + Penalty 2844.640341 = -719862.646589
  nChanged 16
		SP:Iteration 30Q (62585.900000 sec): 3 clusters
  Score: Raw -722713.014006 + Penalty 2844.640341 = -719868.373666
  nChanged 15
		SP:Iteration 31Q (62586.070000 sec): 3 clusters
  Score: Raw -722717.186474 + Penalty 2844.640341 = -719872.546134
  nChanged 10
		SP:Iteration 32Q (62586.280000 sec): 3 clusters
  Score: Raw -722719.084631 + Penalty 2844.640341 = -719874.444291
  nChanged 5
		SP:Iteration 33Q (62586.480000 sec): 3 clusters
  Score: Raw -722720.177201 + Penalty 2844.640341 = -719875.536861
  nChanged 3
		SP:Iteration 34Q (62586.670000 sec): 3 clusters
  Score: Raw -722720.545557 + Penalty 2844.640341 = -719875.905216
  nChanged 2
		SP:Iteration 35Q (62586.840000 sec): 3 clusters
  Score: Raw -722720.806122 + Penalty 2844.640341 = -719876.165781
  nChanged 2
		SP:Iteration 36Q (62587.060000 sec): 3 clusters
  Score: Raw -722721.120876 + Penalty 2844.640341 = -719876.480535
  nChanged 3
		SP:Iteration 37Q (62587.280000 sec): 3 clusters
  Score: Raw -722721.595915 + Penalty 2844.640341 = -719876.955574
  nChanged 4
		SP:Iteration 38Q (62587.460000 sec): 3 clusters
  Score: Raw -722722.140171 + Penalty 2844.640341 = -719877.499830
  nChanged 3
		SP:Iteration 39Q (62587.610000 sec): 3 clusters
  Score: Raw -722723.111378 + Penalty 2844.640341 = -719878.471037
  nChanged 4
		SP:Iteration 40F (62587.810000 sec): 3 clusters
  Score: Raw -722724.050640 + Penalty 2844.640341 = -719879.410299
  nChanged 4
		SP:Iteration 41Q (62587.990000 sec): 3 clusters
  Score: Raw -722725.205249 + Penalty 2844.640341 = -719880.564909
  nChanged 3
		SP:Iteration 42Q (62588.190000 sec): 3 clusters
  Score: Raw -722725.770206 + Penalty 2844.640341 = -719881.129865
  nChanged 3
		SP:Iteration 43Q (62588.380000 sec): 3 clusters
  Score: Raw -722726.548202 + Penalty 2844.640341 = -719881.907861
  nChanged 3
		SP:Iteration 44Q (62588.580000 sec): 3 clusters
  Score: Raw -722727.105513 + Penalty 2844.640341 = -719882.465173
  nChanged 2
		SP:Iteration 45Q (62588.800000 sec): 3 clusters
  Score: Raw -722727.321145 + Penalty 2844.640341 = -719882.680804
  nChanged 0
		SP:Iteration 46F (62589.050000 sec): 3 clusters
  Score: Raw -722727.321145 + Penalty 2844.640341 = -719882.680804
  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 6.54 GB.

 Trying to split cluster 10 (96699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62589.680000 sec): 2 clusters
  Score: Raw -11546022.802748 + Penalty 1865.395730 = -11544157.407018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62590.270000 sec): 3 clusters
  Score: Raw -11483114.889882 + Penalty 3730.791461 = -11479384.098421
  nChanged 46353
		SP:Iteration 1F (62590.870000 sec): 3 clusters
  Score: Raw -11510531.558776 + Penalty 3730.791461 = -11506800.767316
  nChanged 4150
		SP:Iteration 2Q (62591.500000 sec): 3 clusters
  Score: Raw -11512146.668651 + Penalty 3730.791461 = -11508415.877190
  nChanged 4388
		SP:Iteration 3Q (62592.130000 sec): 3 clusters
  Score: Raw -11514235.146308 + Penalty 3730.791461 = -11510504.354848
  nChanged 4988
		SP:Iteration 4F (62592.800000 sec): 3 clusters
  Score: Raw -11517076.025326 + Penalty 3730.791461 = -11513345.233865
  nChanged 5730
		SP:Iteration 5F (62593.410000 sec): 3 clusters
  Score: Raw -11520887.939921 + Penalty 3730.791461 = -11517157.148460
  nChanged 6524
		SP:Iteration 6F (62594.030000 sec): 3 clusters
  Score: Raw -11525263.904499 + Penalty 3730.791461 = -11521533.113038
  nChanged 6563
		SP:Iteration 7F (62594.690000 sec): 3 clusters
  Score: Raw -11529098.005022 + Penalty 3730.791461 = -11525367.213561
  nChanged 5781
		SP:Iteration 8F (62595.360000 sec): 3 clusters
  Score: Raw -11532121.208583 + Penalty 3730.791461 = -11528390.417123
  nChanged 4724
		SP:Iteration 9Q (62596.070000 sec): 3 clusters
  Score: Raw -11534325.051090 + Penalty 3730.791461 = -11530594.259629
  nChanged 3761
		SP:Iteration 10Q (62596.700000 sec): 3 clusters
  Score: Raw -11536008.385717 + Penalty 3730.791461 = -11532277.594256
  nChanged 3157
		SP:Iteration 11Q (62597.490000 sec): 3 clusters
  Score: Raw -11537431.605901 + Penalty 3730.791461 = -11533700.814440
  nChanged 2775
		SP:Iteration 12Q (62598.210000 sec): 3 clusters
  Score: Raw -11538672.953576 + Penalty 3730.791461 = -11534942.162116
  nChanged 2434
		SP:Iteration 13Q (62599.080000 sec): 3 clusters
  Score: Raw -11539719.829698 + Penalty 3730.791461 = -11535989.038237
  nChanged 2200
		SP:Iteration 14Q (62599.890000 sec): 3 clusters
  Score: Raw -11540628.901030 + Penalty 3730.791461 = -11536898.109570
  nChanged 2105
		SP:Iteration 15Q (62600.570000 sec): 3 clusters
  Score: Raw -11541477.229614 + Penalty 3730.791461 = -11537746.438154
  nChanged 2040
		SP:Iteration 16Q (62601.350000 sec): 3 clusters
  Score: Raw -11542289.192320 + Penalty 3730.791461 = -11538558.400860
  nChanged 2002
		SP:Iteration 17Q (62602.100000 sec): 3 clusters
  Score: Raw -11543086.291462 + Penalty 3730.791461 = -11539355.500001
  nChanged 1976
		SP:Iteration 18Q (62602.880000 sec): 3 clusters
  Score: Raw -11543864.368952 + Penalty 3730.791461 = -11540133.577491
  nChanged 1869
		SP:Iteration 19Q (62603.560000 sec): 3 clusters
  Score: Raw -11544580.969285 + Penalty 3730.791461 = -11540850.177824
  nChanged 1734
		SP:Iteration 20F (62604.450000 sec): 3 clusters
  Score: Raw -11545226.597399 + Penalty 3730.791461 = -11541495.805938
  nChanged 1664
		SP:Iteration 21Q (62605.160000 sec): 3 clusters
  Score: Raw -11545850.474867 + Penalty 3730.791461 = -11542119.683406
  nChanged 1617
		SP:Iteration 22Q (62605.960000 sec): 3 clusters
  Score: Raw -11546474.022072 + Penalty 3730.791461 = -11542743.230611
  nChanged 1536
		SP:Iteration 23Q (62606.700000 sec): 3 clusters
  Score: Raw -11547092.135913 + Penalty 3730.791461 = -11543361.344453
  nChanged 1494
		SP:Iteration 24Q (62607.470000 sec): 3 clusters
  Score: Raw -11547702.092606 + Penalty 3730.791461 = -11543971.301145
  nChanged 1426
		SP:Iteration 25Q (62608.200000 sec): 3 clusters
  Score: Raw -11548270.844075 + Penalty 3730.791461 = -11544540.052615
  nChanged 1230
		SP:Iteration 26Q (62608.940000 sec): 3 clusters
  Score: Raw -11548745.129870 + Penalty 3730.791461 = -11545014.338410
  nChanged 1079
		SP:Iteration 27Q (62609.650000 sec): 3 clusters
  Score: Raw -11549164.192259 + Penalty 3730.791461 = -11545433.400799
  nChanged 929
		SP:Iteration 28Q (62610.340000 sec): 3 clusters
  Score: Raw -11549511.089436 + Penalty 3730.791461 = -11545780.297976
  nChanged 808
		SP:Iteration 29Q (62611.160000 sec): 3 clusters
  Score: Raw -11549781.348460 + Penalty 3730.791461 = -11546050.557000
  nChanged 616
		SP:Iteration 30Q (62612.040000 sec): 3 clusters
  Score: Raw -11549965.492724 + Penalty 3730.791461 = -11546234.701263
  nChanged 467
		SP:Iteration 31Q (62612.780000 sec): 3 clusters
  Score: Raw -11550087.084934 + Penalty 3730.791461 = -11546356.293474
  nChanged 352
		SP:Iteration 32Q (62613.570000 sec): 3 clusters
  Score: Raw -11550168.835383 + Penalty 3730.791461 = -11546438.043922
  nChanged 285
		SP:Iteration 33Q (62614.410000 sec): 3 clusters
  Score: Raw -11550227.726005 + Penalty 3730.791461 = -11546496.934544
  nChanged 201
		SP:Iteration 34Q (62615.050000 sec): 3 clusters
  Score: Raw -11550263.294253 + Penalty 3730.791461 = -11546532.502793
  nChanged 144
		SP:Iteration 35Q (62615.610000 sec): 3 clusters
  Score: Raw -11550283.052059 + Penalty 3730.791461 = -11546552.260599
  nChanged 103
		SP:Iteration 36Q (62616.180000 sec): 3 clusters
  Score: Raw -11550294.878600 + Penalty 3730.791461 = -11546564.087140
  nChanged 73
		SP:Iteration 37Q (62617.000000 sec): 3 clusters
  Score: Raw -11550303.020182 + Penalty 3730.791461 = -11546572.228722
  nChanged 60
		SP:Iteration 38Q (62617.780000 sec): 3 clusters
  Score: Raw -11550309.589244 + Penalty 3730.791461 = -11546578.797784
  nChanged 46
		SP:Iteration 39Q (62618.600000 sec): 3 clusters
  Score: Raw -11550314.465934 + Penalty 3730.791461 = -11546583.674474
  nChanged 32
		SP:Iteration 40F (62619.430000 sec): 3 clusters
  Score: Raw -11550317.498072 + Penalty 3730.791461 = -11546586.706611
  nChanged 33
		SP:Iteration 41Q (62620.240000 sec): 3 clusters
  Score: Raw -11550320.529541 + Penalty 3730.791461 = -11546589.738081
  nChanged 24
		SP:Iteration 42Q (62621.040000 sec): 3 clusters
  Score: Raw -11550322.555053 + Penalty 3730.791461 = -11546591.763593
  nChanged 15
		SP:Iteration 43Q (62621.820000 sec): 3 clusters
  Score: Raw -11550323.440620 + Penalty 3730.791461 = -11546592.649159
  nChanged 6
		SP:Iteration 44Q (62622.550000 sec): 3 clusters
  Score: Raw -11550324.264509 + Penalty 3730.791461 = -11546593.473049
  nChanged 10
		SP:Iteration 45Q (62623.350000 sec): 3 clusters
  Score: Raw -11550324.931088 + Penalty 3730.791461 = -11546594.139628
  nChanged 7
		SP:Iteration 46Q (62624.100000 sec): 3 clusters
  Score: Raw -11550325.626659 + Penalty 3730.791461 = -11546594.835199
  nChanged 7
		SP:Iteration 47Q (62624.880000 sec): 3 clusters
  Score: Raw -11550326.228283 + Penalty 3730.791461 = -11546595.436822
  nChanged 11
		SP:Iteration 48Q (62625.660000 sec): 3 clusters
  Score: Raw -11550327.090221 + Penalty 3730.791461 = -11546596.298760
  nChanged 12
		SP:Iteration 49Q (62626.280000 sec): 3 clusters
  Score: Raw -11550328.142396 + Penalty 3730.791461 = -11546597.350935
  nChanged 9
		SP:Iteration 50Q (62626.880000 sec): 3 clusters
  Score: Raw -11550328.964144 + Penalty 3730.791461 = -11546598.172683
  nChanged 11
		SP:Iteration 51Q (62627.630000 sec): 3 clusters
  Score: Raw -11550330.001845 + Penalty 3730.791461 = -11546599.210385
  nChanged 11
		SP:Iteration 52Q (62628.400000 sec): 3 clusters
  Score: Raw -11550330.575502 + Penalty 3730.791461 = -11546599.784042
  nChanged 2
		SP:Iteration 53Q (62629.140000 sec): 3 clusters
  Score: Raw -11550330.661878 + Penalty 3730.791461 = -11546599.870417
  nChanged 2
		SP:Iteration 54Q (62629.760000 sec): 3 clusters
  Score: Raw -11550330.746118 + Penalty 3730.791461 = -11546599.954657
  nChanged 0
		SP:Iteration 55F (62630.530000 sec): 3 clusters
  Score: Raw -11550330.746118 + Penalty 3730.791461 = -11546599.954657
  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 6.54 GB.

 Trying to split cluster 11 (120897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62631.130000 sec): 2 clusters
  Score: Raw -13860676.257555 + Penalty 1901.687811 = -13858774.569744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62632.090000 sec): 3 clusters
  Score: Raw -13781734.002031 + Penalty 3803.375622 = -13777930.626408
  nChanged 58332
		SP:Iteration 1F (62633.170000 sec): 3 clusters
  Score: Raw -13820251.619975 + Penalty 3803.375622 = -13816448.244352
  nChanged 8328
		SP:Iteration 2F (62634.020000 sec): 3 clusters
  Score: Raw -13826628.410224 + Penalty 3803.375622 = -13822825.034601
  nChanged 10084
		SP:Iteration 3F (62634.880000 sec): 3 clusters
  Score: Raw -13834750.300348 + Penalty 3803.375622 = -13830946.924725
  nChanged 10401
		SP:Iteration 4F (62635.720000 sec): 3 clusters
  Score: Raw -13842401.633832 + Penalty 3803.375622 = -13838598.258210
  nChanged 8761
		SP:Iteration 5F (62636.690000 sec): 3 clusters
  Score: Raw -13847799.158818 + Penalty 3803.375622 = -13843995.783196
  nChanged 6547
		SP:Iteration 6F (62637.560000 sec): 3 clusters
  Score: Raw -13851160.270990 + Penalty 3803.375622 = -13847356.895368
  nChanged 4882
		SP:Iteration 7Q (62638.420000 sec): 3 clusters
  Score: Raw -13853395.400400 + Penalty 3803.375622 = -13849592.024778
  nChanged 3914
		SP:Iteration 8Q (62639.300000 sec): 3 clusters
  Score: Raw -13855125.893643 + Penalty 3803.375622 = -13851322.518021
  nChanged 3342
		SP:Iteration 9Q (62640.110000 sec): 3 clusters
  Score: Raw -13856601.962522 + Penalty 3803.375622 = -13852798.586900
  nChanged 3070
		SP:Iteration 10Q (62640.990000 sec): 3 clusters
  Score: Raw -13857927.142620 + Penalty 3803.375622 = -13854123.766997
  nChanged 2964
		SP:Iteration 11Q (62641.900000 sec): 3 clusters
  Score: Raw -13859310.317658 + Penalty 3803.375622 = -13855506.942036
  nChanged 2942
		SP:Iteration 12Q (62642.810000 sec): 3 clusters
  Score: Raw -13860770.592551 + Penalty 3803.375622 = -13856967.216929
  nChanged 2983
		SP:Iteration 13Q (62643.740000 sec): 3 clusters
  Score: Raw -13862331.771131 + Penalty 3803.375622 = -13858528.395509
  nChanged 3076
		SP:Iteration 14Q (62644.690000 sec): 3 clusters
  Score: Raw -13864120.661350 + Penalty 3803.375622 = -13860317.285727
  nChanged 3259
		SP:Iteration 15Q (62645.610000 sec): 3 clusters
  Score: Raw -13866380.632946 + Penalty 3803.375622 = -13862577.257324
  nChanged 3626
		SP:Iteration 16Q (62646.470000 sec): 3 clusters
  Score: Raw -13869592.686899 + Penalty 3803.375622 = -13865789.311276
  nChanged 4147
		SP:Iteration 17Q (62647.380000 sec): 3 clusters
  Score: Raw -13875011.104166 + Penalty 3803.375622 = -13871207.728544
  nChanged 4670
		SP:Iteration 18Q (62648.370000 sec): 3 clusters
  Score: Raw -13883560.422041 + Penalty 3803.375622 = -13879757.046419
  nChanged 4058
		SP:Iteration 19Q (62649.270000 sec): 3 clusters
  Score: Raw -13891950.752626 + Penalty 3803.375622 = -13888147.377003
  nChanged 2613
		SP:Iteration 20F (62650.200000 sec): 3 clusters
  Score: Raw -13896908.286324 + Penalty 3803.375622 = -13893104.910702
  nChanged 1362
		SP:Iteration 21Q (62651.050000 sec): 3 clusters
  Score: Raw -13897891.792048 + Penalty 3803.375622 = -13894088.416426
  nChanged 475
		SP:Iteration 22Q (62651.820000 sec): 3 clusters
  Score: Raw -13897963.909038 + Penalty 3803.375622 = -13894160.533416
  nChanged 145
		SP:Iteration 23Q (62652.620000 sec): 3 clusters
  Score: Raw -13897975.938269 + Penalty 3803.375622 = -13894172.562647
  nChanged 65
		SP:Iteration 24Q (62653.360000 sec): 3 clusters
  Score: Raw -13897979.283768 + Penalty 3803.375622 = -13894175.908146
  nChanged 39
		SP:Iteration 25Q (62654.180000 sec): 3 clusters
  Score: Raw -13897980.636607 + Penalty 3803.375622 = -13894177.260985
  nChanged 26
		SP:Iteration 26Q (62654.980000 sec): 3 clusters
  Score: Raw -13897981.254138 + Penalty 3803.375622 = -13894177.878516
  nChanged 16
		SP:Iteration 27Q (62655.730000 sec): 3 clusters
  Score: Raw -13897981.444344 + Penalty 3803.375622 = -13894178.068722
  nChanged 5
		SP:Iteration 28Q (62656.500000 sec): 3 clusters
  Score: Raw -13897981.498286 + Penalty 3803.375622 = -13894178.122664
  nChanged 7
		SP:Iteration 29Q (62657.230000 sec): 3 clusters
  Score: Raw -13897981.565137 + Penalty 3803.375622 = -13894178.189514
  nChanged 4
		SP:Iteration 30Q (62657.940000 sec): 3 clusters
  Score: Raw -13897981.608875 + Penalty 3803.375622 = -13894178.233253
  nChanged 3
		SP:Iteration 31Q (62658.820000 sec): 3 clusters
  Score: Raw -13897981.642007 + Penalty 3803.375622 = -13894178.266385
  nChanged 2
		SP:Iteration 32Q (62659.770000 sec): 3 clusters
  Score: Raw -13897981.672475 + Penalty 3803.375622 = -13894178.296852
  nChanged 2
		SP:Iteration 33Q (62660.660000 sec): 3 clusters
  Score: Raw -13897981.688525 + Penalty 3803.375622 = -13894178.312903
  nChanged 0
		SP:Iteration 34F (62661.690000 sec): 3 clusters
  Score: Raw -13897981.688525 + Penalty 3803.375622 = -13894178.312903
  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 6.54 GB.

 Trying to split cluster 12 (225301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62664.120000 sec): 2 clusters
  Score: Raw -27417246.364610 + Penalty 2002.843792 = -27415243.520818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62665.450000 sec): 3 clusters
  Score: Raw -27267279.783092 + Penalty 4005.687584 = -27263274.095509
  nChanged 109606
		SP:Iteration 1F (62666.810000 sec): 3 clusters
  Score: Raw -27332483.771503 + Penalty 4005.687584 = -27328478.083920
  nChanged 5789
		SP:Iteration 2Q (62668.530000 sec): 3 clusters
  Score: Raw -27333650.525370 + Penalty 4005.687584 = -27329644.837786
  nChanged 6382
		SP:Iteration 3Q (62670.210000 sec): 3 clusters
  Score: Raw -27335255.500396 + Penalty 4005.687584 = -27331249.812812
  nChanged 7564
		SP:Iteration 4Q (62671.770000 sec): 3 clusters
  Score: Raw -27337783.704740 + Penalty 4005.687584 = -27333778.017156
  nChanged 9137
		SP:Iteration 5Q (62673.530000 sec): 3 clusters
  Score: Raw -27341782.749270 + Penalty 4005.687584 = -27337777.061686
  nChanged 11007
		SP:Iteration 6Q (62675.240000 sec): 3 clusters
  Score: Raw -27347893.296763 + Penalty 4005.687584 = -27343887.609180
  nChanged 12832
		SP:Iteration 7F (62676.810000 sec): 3 clusters
  Score: Raw -27356079.352044 + Penalty 4005.687584 = -27352073.664460
  nChanged 13962
		SP:Iteration 8F (62678.310000 sec): 3 clusters
  Score: Raw -27365711.641299 + Penalty 4005.687584 = -27361705.953715
  nChanged 14289
		SP:Iteration 9F (62679.880000 sec): 3 clusters
  Score: Raw -27376184.800348 + Penalty 4005.687584 = -27372179.112765
  nChanged 13571
		SP:Iteration 10F (62681.650000 sec): 3 clusters
  Score: Raw -27386385.648443 + Penalty 4005.687584 = -27382379.960859
  nChanged 11841
		SP:Iteration 11F (62683.310000 sec): 3 clusters
  Score: Raw -27395395.917922 + Penalty 4005.687584 = -27391390.230339
  nChanged 9826
		SP:Iteration 12Q (62684.990000 sec): 3 clusters
  Score: Raw -27402801.201359 + Penalty 4005.687584 = -27398795.513775
  nChanged 7492
		SP:Iteration 13Q (62686.620000 sec): 3 clusters
  Score: Raw -27408336.347439 + Penalty 4005.687584 = -27404330.659855
  nChanged 5338
		SP:Iteration 14Q (62688.250000 sec): 3 clusters
  Score: Raw -27412189.527510 + Penalty 4005.687584 = -27408183.839927
  nChanged 3401
		SP:Iteration 15Q (62689.890000 sec): 3 clusters
  Score: Raw -27414515.178020 + Penalty 4005.687584 = -27410509.490436
  nChanged 2000
		SP:Iteration 16Q (62691.490000 sec): 3 clusters
  Score: Raw -27415828.147742 + Penalty 4005.687584 = -27411822.460158
  nChanged 1117
		SP:Iteration 17Q (62693.030000 sec): 3 clusters
  Score: Raw -27416524.258062 + Penalty 4005.687584 = -27412518.570478
  nChanged 658
		SP:Iteration 18Q (62694.710000 sec): 3 clusters
  Score: Raw -27416936.680406 + Penalty 4005.687584 = -27412930.992822
  nChanged 392
		SP:Iteration 19Q (62696.340000 sec): 3 clusters
  Score: Raw -27417174.876754 + Penalty 4005.687584 = -27413169.189170
  nChanged 229
		SP:Iteration 20F (62698.110000 sec): 3 clusters
  Score: Raw -27417318.249749 + Penalty 4005.687584 = -27413312.562165
  nChanged 149
		SP:Iteration 21Q (62699.660000 sec): 3 clusters
  Score: Raw -27417413.776121 + Penalty 4005.687584 = -27413408.088537
  nChanged 87
		SP:Iteration 22Q (62701.260000 sec): 3 clusters
  Score: Raw -27417465.073551 + Penalty 4005.687584 = -27413459.385967
  nChanged 58
		SP:Iteration 23Q (62702.930000 sec): 3 clusters
  Score: Raw -27417501.047286 + Penalty 4005.687584 = -27413495.359702
  nChanged 32
		SP:Iteration 24Q (62704.520000 sec): 3 clusters
  Score: Raw -27417518.336674 + Penalty 4005.687584 = -27413512.649090
  nChanged 25
		SP:Iteration 25Q (62706.110000 sec): 3 clusters
  Score: Raw -27417532.726027 + Penalty 4005.687584 = -27413527.038444
  nChanged 11
		SP:Iteration 26Q (62707.730000 sec): 3 clusters
  Score: Raw -27417539.516893 + Penalty 4005.687584 = -27413533.829310
  nChanged 12
		SP:Iteration 27Q (62709.390000 sec): 3 clusters
  Score: Raw -27417547.221859 + Penalty 4005.687584 = -27413541.534275
  nChanged 4
		SP:Iteration 28Q (62710.940000 sec): 3 clusters
  Score: Raw -27417548.643941 + Penalty 4005.687584 = -27413542.956357
  nChanged 2
		SP:Iteration 29Q (62712.580000 sec): 3 clusters
  Score: Raw -27417549.193752 + Penalty 4005.687584 = -27413543.506168
  nChanged 0
		SP:Iteration 30F (62714.280000 sec): 3 clusters
  Score: Raw -27417549.193752 + Penalty 4005.687584 = -27413543.506168
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (37275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62714.600000 sec): 2 clusters
  Score: Raw -4165182.002847 + Penalty 1710.487698 = -4163471.515150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62715.010000 sec): 3 clusters
  Score: Raw -4142119.610630 + Penalty 3420.975395 = -4138698.635235
  nChanged 17352
		SP:Iteration 1F (62715.400000 sec): 3 clusters
  Score: Raw -4159492.048024 + Penalty 3420.975395 = -4156071.072628
  nChanged 5985
		SP:Iteration 2F (62715.840000 sec): 3 clusters
  Score: Raw -4171800.309397 + Penalty 3420.975395 = -4168379.334002
  nChanged 5651
		SP:Iteration 3F (62716.320000 sec): 3 clusters
  Score: Raw -4181319.097247 + Penalty 3420.975395 = -4177898.121851
  nChanged 3159
		SP:Iteration 4F (62716.700000 sec): 3 clusters
  Score: Raw -4187041.336632 + Penalty 3420.975395 = -4183620.361236
  nChanged 1961
		SP:Iteration 5F (62717.070000 sec): 3 clusters
  Score: Raw -4191744.573376 + Penalty 3420.975395 = -4188323.597981
  nChanged 1537
		SP:Iteration 6Q (62717.450000 sec): 3 clusters
  Score: Raw -4194023.062166 + Penalty 3420.975395 = -4190602.086771
  nChanged 1157
		SP:Iteration 7Q (62717.850000 sec): 3 clusters
  Score: Raw -4195003.543357 + Penalty 3420.975395 = -4191582.567962
  nChanged 822
		SP:Iteration 8Q (62718.180000 sec): 3 clusters
  Score: Raw -4195539.466592 + Penalty 3420.975395 = -4192118.491196
  nChanged 609
		SP:Iteration 9Q (62718.550000 sec): 3 clusters
  Score: Raw -4195888.629542 + Penalty 3420.975395 = -4192467.654147
  nChanged 482
		SP:Iteration 10Q (62718.850000 sec): 3 clusters
  Score: Raw -4196127.779952 + Penalty 3420.975395 = -4192706.804557
  nChanged 391
		SP:Iteration 11Q (62719.230000 sec): 3 clusters
  Score: Raw -4196286.095312 + Penalty 3420.975395 = -4192865.119917
  nChanged 337
		SP:Iteration 12Q (62719.700000 sec): 3 clusters
  Score: Raw -4196391.711071 + Penalty 3420.975395 = -4192970.735676
  nChanged 243
		SP:Iteration 13Q (62720.010000 sec): 3 clusters
  Score: Raw -4196441.356482 + Penalty 3420.975395 = -4193020.381087
  nChanged 159
		SP:Iteration 14Q (62720.460000 sec): 3 clusters
  Score: Raw -4196463.424969 + Penalty 3420.975395 = -4193042.449573
  nChanged 125
		SP:Iteration 15Q (62720.890000 sec): 3 clusters
  Score: Raw -4196477.467187 + Penalty 3420.975395 = -4193056.491791
  nChanged 95
		SP:Iteration 16Q (62721.300000 sec): 3 clusters
  Score: Raw -4196486.140528 + Penalty 3420.975395 = -4193065.165133
  nChanged 71
		SP:Iteration 17Q (62721.680000 sec): 3 clusters
  Score: Raw -4196491.735532 + Penalty 3420.975395 = -4193070.760137
  nChanged 55
		SP:Iteration 18Q (62722.080000 sec): 3 clusters
  Score: Raw -4196495.690554 + Penalty 3420.975395 = -4193074.715158
  nChanged 52
		SP:Iteration 19Q (62722.530000 sec): 3 clusters
  Score: Raw -4196499.193870 + Penalty 3420.975395 = -4193078.218475
  nChanged 44
		SP:Iteration 20F (62722.980000 sec): 3 clusters
  Score: Raw -4196501.498806 + Penalty 3420.975395 = -4193080.523411
  nChanged 27
		SP:Iteration 21Q (62723.380000 sec): 3 clusters
  Score: Raw -4196502.725758 + Penalty 3420.975395 = -4193081.750362
  nChanged 17
		SP:Iteration 22Q (62723.720000 sec): 3 clusters
  Score: Raw -4196503.254700 + Penalty 3420.975395 = -4193082.279304
  nChanged 10
		SP:Iteration 23Q (62724.150000 sec): 3 clusters
  Score: Raw -4196503.665722 + Penalty 3420.975395 = -4193082.690326
  nChanged 9
		SP:Iteration 24Q (62724.530000 sec): 3 clusters
  Score: Raw -4196503.949511 + Penalty 3420.975395 = -4193082.974116
  nChanged 3
		SP:Iteration 25Q (62724.950000 sec): 3 clusters
  Score: Raw -4196504.098490 + Penalty 3420.975395 = -4193083.123095
  nChanged 3
		SP:Iteration 26Q (62725.330000 sec): 3 clusters
  Score: Raw -4196504.262337 + Penalty 3420.975395 = -4193083.286941
  nChanged 1
		SP:Iteration 27Q (62725.720000 sec): 3 clusters
  Score: Raw -4196504.285543 + Penalty 3420.975395 = -4193083.310148
  nChanged 0
		SP:Iteration 28F (62726.110000 sec): 3 clusters
  Score: Raw -4196504.285543 + Penalty 3420.975395 = -4193083.310148
  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 6.54 GB.

 Trying to split cluster 14 (4107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62726.250000 sec): 2 clusters
  Score: Raw -465155.088826 + Penalty 1352.072819 = -463803.016007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62726.410000 sec): 3 clusters
  Score: Raw -463112.451447 + Penalty 2704.145637 = -460408.305810
  nChanged 1690
		SP:Iteration 1F (62726.570000 sec): 3 clusters
  Score: Raw -464614.687717 + Penalty 2704.145637 = -461910.542080
  nChanged 484
		SP:Iteration 2F (62726.710000 sec): 3 clusters
  Score: Raw -465564.145513 + Penalty 2704.145637 = -462859.999876
  nChanged 474
		SP:Iteration 3F (62726.850000 sec): 3 clusters
  Score: Raw -467267.500539 + Penalty 2704.145637 = -464563.354902
  nChanged 424
		SP:Iteration 4F (62727.000000 sec): 3 clusters
  Score: Raw -469015.374816 + Penalty 2704.145637 = -466311.229179
  nChanged 390
		SP:Iteration 5F (62727.150000 sec): 3 clusters
  Score: Raw -469784.330143 + Penalty 2704.145637 = -467080.184506
  nChanged 175
		SP:Iteration 6Q (62727.320000 sec): 3 clusters
  Score: Raw -470158.472867 + Penalty 2704.145637 = -467454.327230
  nChanged 121
		SP:Iteration 7Q (62727.490000 sec): 3 clusters
  Score: Raw -470469.921417 + Penalty 2704.145637 = -467765.775780
  nChanged 89
		SP:Iteration 8Q (62727.700000 sec): 3 clusters
  Score: Raw -470807.961045 + Penalty 2704.145637 = -468103.815408
  nChanged 69
		SP:Iteration 9Q (62727.910000 sec): 3 clusters
  Score: Raw -471689.275988 + Penalty 2704.145637 = -468985.130351
  nChanged 6
		SP:Iteration 10Q (62728.040000 sec): 3 clusters
  Score: Raw -471740.184735 + Penalty 2704.145637 = -469036.039098
  nChanged 0
		SP:Iteration 11F (62728.210000 sec): 3 clusters
  Score: Raw -471740.184735 + Penalty 2704.145637 = -469036.039098
  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 6.54 GB.

 Trying to split cluster 15 (25247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62728.450000 sec): 2 clusters
  Score: Raw -2939877.670632 + Penalty 1647.175175 = -2938230.495457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62728.770000 sec): 3 clusters
  Score: Raw -2924556.929957 + Penalty 3294.350350 = -2921262.579607
  nChanged 11446
		SP:Iteration 1F (62729.150000 sec): 3 clusters
  Score: Raw -2932643.105630 + Penalty 3294.350350 = -2929348.755280
  nChanged 2279
		SP:Iteration 2F (62729.510000 sec): 3 clusters
  Score: Raw -2935732.969588 + Penalty 3294.350350 = -2932438.619238
  nChanged 2634
		SP:Iteration 3F (62729.880000 sec): 3 clusters
  Score: Raw -2939193.863901 + Penalty 3294.350350 = -2935899.513550
  nChanged 2536
		SP:Iteration 4F (62730.240000 sec): 3 clusters
  Score: Raw -2942181.918732 + Penalty 3294.350350 = -2938887.568382
  nChanged 1970
		SP:Iteration 5F (62730.590000 sec): 3 clusters
  Score: Raw -2944564.972505 + Penalty 3294.350350 = -2941270.622155
  nChanged 1401
		SP:Iteration 6F (62730.890000 sec): 3 clusters
  Score: Raw -2946091.011551 + Penalty 3294.350350 = -2942796.661200
  nChanged 970
		SP:Iteration 7Q (62731.190000 sec): 3 clusters
  Score: Raw -2946772.292955 + Penalty 3294.350350 = -2943477.942605
  nChanged 579
		SP:Iteration 8Q (62731.470000 sec): 3 clusters
  Score: Raw -2947069.517416 + Penalty 3294.350350 = -2943775.167066
  nChanged 435
		SP:Iteration 9Q (62731.750000 sec): 3 clusters
  Score: Raw -2947248.586306 + Penalty 3294.350350 = -2943954.235956
  nChanged 333
		SP:Iteration 10Q (62732.090000 sec): 3 clusters
  Score: Raw -2947392.707787 + Penalty 3294.350350 = -2944098.357437
  nChanged 296
		SP:Iteration 11Q (62732.410000 sec): 3 clusters
  Score: Raw -2947501.126688 + Penalty 3294.350350 = -2944206.776338
  nChanged 252
		SP:Iteration 12Q (62732.700000 sec): 3 clusters
  Score: Raw -2947580.536505 + Penalty 3294.350350 = -2944286.186155
  nChanged 196
		SP:Iteration 13Q (62732.980000 sec): 3 clusters
  Score: Raw -2947627.768705 + Penalty 3294.350350 = -2944333.418355
  nChanged 132
		SP:Iteration 14Q (62733.280000 sec): 3 clusters
  Score: Raw -2947652.756881 + Penalty 3294.350350 = -2944358.406531
  nChanged 114
		SP:Iteration 15Q (62733.580000 sec): 3 clusters
  Score: Raw -2947671.640053 + Penalty 3294.350350 = -2944377.289703
  nChanged 106
		SP:Iteration 16Q (62733.930000 sec): 3 clusters
  Score: Raw -2947687.402574 + Penalty 3294.350350 = -2944393.052224
  nChanged 89
		SP:Iteration 17Q (62734.170000 sec): 3 clusters
  Score: Raw -2947701.095230 + Penalty 3294.350350 = -2944406.744880
  nChanged 97
		SP:Iteration 18Q (62734.490000 sec): 3 clusters
  Score: Raw -2947715.299974 + Penalty 3294.350350 = -2944420.949624
  nChanged 87
		SP:Iteration 19Q (62734.730000 sec): 3 clusters
  Score: Raw -2947724.531176 + Penalty 3294.350350 = -2944430.180826
  nChanged 74
		SP:Iteration 20F (62735.080000 sec): 3 clusters
  Score: Raw -2947738.265368 + Penalty 3294.350350 = -2944443.915018
  nChanged 60
		SP:Iteration 21Q (62735.360000 sec): 3 clusters
  Score: Raw -2947747.430167 + Penalty 3294.350350 = -2944453.079816
  nChanged 54
		SP:Iteration 22Q (62735.630000 sec): 3 clusters
  Score: Raw -2947754.801225 + Penalty 3294.350350 = -2944460.450875
  nChanged 51
		SP:Iteration 23Q (62735.980000 sec): 3 clusters
  Score: Raw -2947761.502958 + Penalty 3294.350350 = -2944467.152608
  nChanged 44
		SP:Iteration 24Q (62736.250000 sec): 3 clusters
  Score: Raw -2947764.795327 + Penalty 3294.350350 = -2944470.444976
  nChanged 38
		SP:Iteration 25Q (62736.550000 sec): 3 clusters
  Score: Raw -2947767.803706 + Penalty 3294.350350 = -2944473.453356
  nChanged 33
		SP:Iteration 26Q (62736.850000 sec): 3 clusters
  Score: Raw -2947770.048197 + Penalty 3294.350350 = -2944475.697847
  nChanged 25
		SP:Iteration 27Q (62737.140000 sec): 3 clusters
  Score: Raw -2947772.017635 + Penalty 3294.350350 = -2944477.667285
  nChanged 32
		SP:Iteration 28Q (62737.410000 sec): 3 clusters
  Score: Raw -2947774.813090 + Penalty 3294.350350 = -2944480.462740
  nChanged 32
		SP:Iteration 29Q (62737.700000 sec): 3 clusters
  Score: Raw -2947776.757081 + Penalty 3294.350350 = -2944482.406731
  nChanged 24
		SP:Iteration 30Q (62738.000000 sec): 3 clusters
  Score: Raw -2947778.220877 + Penalty 3294.350350 = -2944483.870527
  nChanged 22
		SP:Iteration 31Q (62738.250000 sec): 3 clusters
  Score: Raw -2947779.490038 + Penalty 3294.350350 = -2944485.139688
  nChanged 15
		SP:Iteration 32Q (62738.560000 sec): 3 clusters
  Score: Raw -2947780.072421 + Penalty 3294.350350 = -2944485.722071
  nChanged 9
		SP:Iteration 33Q (62738.840000 sec): 3 clusters
  Score: Raw -2947780.586841 + Penalty 3294.350350 = -2944486.236491
  nChanged 9
		SP:Iteration 34Q (62739.160000 sec): 3 clusters
  Score: Raw -2947781.131520 + Penalty 3294.350350 = -2944486.781169
  nChanged 10
		SP:Iteration 35Q (62739.520000 sec): 3 clusters
  Score: Raw -2947781.678964 + Penalty 3294.350350 = -2944487.328614
  nChanged 12
		SP:Iteration 36Q (62739.820000 sec): 3 clusters
  Score: Raw -2947782.231413 + Penalty 3294.350350 = -2944487.881063
  nChanged 10
		SP:Iteration 37Q (62740.180000 sec): 3 clusters
  Score: Raw -2947782.835884 + Penalty 3294.350350 = -2944488.485534
  nChanged 15
		SP:Iteration 38Q (62740.440000 sec): 3 clusters
  Score: Raw -2947783.528665 + Penalty 3294.350350 = -2944489.178314
  nChanged 8
		SP:Iteration 39Q (62740.810000 sec): 3 clusters
  Score: Raw -2947783.933035 + Penalty 3294.350350 = -2944489.582685
  nChanged 9
		SP:Iteration 40F (62741.120000 sec): 3 clusters
  Score: Raw -2947784.269719 + Penalty 3294.350350 = -2944489.919369
  nChanged 7
		SP:Iteration 41Q (62741.440000 sec): 3 clusters
  Score: Raw -2947784.635916 + Penalty 3294.350350 = -2944490.285566
  nChanged 7
		SP:Iteration 42Q (62741.700000 sec): 3 clusters
  Score: Raw -2947784.921472 + Penalty 3294.350350 = -2944490.571122
  nChanged 6
		SP:Iteration 43Q (62742.030000 sec): 3 clusters
  Score: Raw -2947785.210336 + Penalty 3294.350350 = -2944490.859985
  nChanged 11
		SP:Iteration 44Q (62742.430000 sec): 3 clusters
  Score: Raw -2947785.899701 + Penalty 3294.350350 = -2944491.549351
  nChanged 10
		SP:Iteration 45Q (62742.700000 sec): 3 clusters
  Score: Raw -2947786.461056 + Penalty 3294.350350 = -2944492.110706
  nChanged 11
		SP:Iteration 46Q (62742.990000 sec): 3 clusters
  Score: Raw -2947787.090378 + Penalty 3294.350350 = -2944492.740028
  nChanged 13
		SP:Iteration 47Q (62743.310000 sec): 3 clusters
  Score: Raw -2947787.770977 + Penalty 3294.350350 = -2944493.420627
  nChanged 13
		SP:Iteration 48Q (62743.580000 sec): 3 clusters
  Score: Raw -2947788.594001 + Penalty 3294.350350 = -2944494.243651
  nChanged 10
		SP:Iteration 49Q (62743.890000 sec): 3 clusters
  Score: Raw -2947789.387676 + Penalty 3294.350350 = -2944495.037326
  nChanged 13
		SP:Iteration 50Q (62744.150000 sec): 3 clusters
  Score: Raw -2947790.134853 + Penalty 3294.350350 = -2944495.784503
  nChanged 14
		SP:Iteration 51Q (62744.410000 sec): 3 clusters
  Score: Raw -2947791.141696 + Penalty 3294.350350 = -2944496.791346
  nChanged 15
		SP:Iteration 52Q (62744.690000 sec): 3 clusters
  Score: Raw -2947792.199473 + Penalty 3294.350350 = -2944497.849123
  nChanged 15
		SP:Iteration 53Q (62744.940000 sec): 3 clusters
  Score: Raw -2947793.130054 + Penalty 3294.350350 = -2944498.779703
  nChanged 18
		SP:Iteration 54Q (62745.210000 sec): 3 clusters
  Score: Raw -2947794.569351 + Penalty 3294.350350 = -2944500.219001
  nChanged 20
		SP:Iteration 55Q (62745.540000 sec): 3 clusters
  Score: Raw -2947795.827831 + Penalty 3294.350350 = -2944501.477480
  nChanged 16
		SP:Iteration 56Q (62745.810000 sec): 3 clusters
  Score: Raw -2947796.658338 + Penalty 3294.350350 = -2944502.307988
  nChanged 9
		SP:Iteration 57Q (62746.090000 sec): 3 clusters
  Score: Raw -2947797.123035 + Penalty 3294.350350 = -2944502.772684
  nChanged 8
		SP:Iteration 58Q (62746.400000 sec): 3 clusters
  Score: Raw -2947797.562529 + Penalty 3294.350350 = -2944503.212179
  nChanged 9
		SP:Iteration 59Q (62746.660000 sec): 3 clusters
  Score: Raw -2947798.029676 + Penalty 3294.350350 = -2944503.679326
  nChanged 10
		SP:Iteration 60F (62746.920000 sec): 3 clusters
  Score: Raw -2947798.408709 + Penalty 3294.350350 = -2944504.058359
  nChanged 10
		SP:Iteration 61Q (62747.180000 sec): 3 clusters
  Score: Raw -2947799.017977 + Penalty 3294.350350 = -2944504.667627
  nChanged 11
		SP:Iteration 62Q (62747.460000 sec): 3 clusters
  Score: Raw -2947799.470046 + Penalty 3294.350350 = -2944505.119696
  nChanged 11
		SP:Iteration 63Q (62747.710000 sec): 3 clusters
  Score: Raw -2947799.886422 + Penalty 3294.350350 = -2944505.536072
  nChanged 12
		SP:Iteration 64Q (62747.960000 sec): 3 clusters
  Score: Raw -2947800.553244 + Penalty 3294.350350 = -2944506.202894
  nChanged 11
		SP:Iteration 65Q (62748.280000 sec): 3 clusters
  Score: Raw -2947801.506348 + Penalty 3294.350350 = -2944507.155998
  nChanged 15
		SP:Iteration 66Q (62748.520000 sec): 3 clusters
  Score: Raw -2947802.680800 + Penalty 3294.350350 = -2944508.330449
  nChanged 14
		SP:Iteration 67Q (62748.780000 sec): 3 clusters
  Score: Raw -2947803.902462 + Penalty 3294.350350 = -2944509.552112
  nChanged 15
		SP:Iteration 68Q (62749.080000 sec): 3 clusters
  Score: Raw -2947804.772757 + Penalty 3294.350350 = -2944510.422407
  nChanged 17
		SP:Iteration 69Q (62749.350000 sec): 3 clusters
  Score: Raw -2947805.989203 + Penalty 3294.350350 = -2944511.638853
  nChanged 18
		SP:Iteration 70Q (62749.630000 sec): 3 clusters
  Score: Raw -2947807.214210 + Penalty 3294.350350 = -2944512.863860
  nChanged 17
		SP:Iteration 71Q (62749.950000 sec): 3 clusters
  Score: Raw -2947808.105656 + Penalty 3294.350350 = -2944513.755305
  nChanged 17
		SP:Iteration 72Q (62750.220000 sec): 3 clusters
  Score: Raw -2947809.445791 + Penalty 3294.350350 = -2944515.095441
  nChanged 21
		SP:Iteration 73Q (62750.550000 sec): 3 clusters
  Score: Raw -2947810.846700 + Penalty 3294.350350 = -2944516.496350
  nChanged 22
		SP:Iteration 74Q (62750.830000 sec): 3 clusters
  Score: Raw -2947812.054214 + Penalty 3294.350350 = -2944517.703864
  nChanged 20
		SP:Iteration 75Q (62751.160000 sec): 3 clusters
  Score: Raw -2947813.218527 + Penalty 3294.350350 = -2944518.868177
  nChanged 15
		SP:Iteration 76Q (62751.400000 sec): 3 clusters
  Score: Raw -2947813.852024 + Penalty 3294.350350 = -2944519.501674
  nChanged 11
		SP:Iteration 77Q (62751.710000 sec): 3 clusters
  Score: Raw -2947814.421280 + Penalty 3294.350350 = -2944520.070930
  nChanged 11
		SP:Iteration 78Q (62752.000000 sec): 3 clusters
  Score: Raw -2947815.152846 + Penalty 3294.350350 = -2944520.802496
  nChanged 10
		SP:Iteration 79Q (62752.340000 sec): 3 clusters
  Score: Raw -2947815.659243 + Penalty 3294.350350 = -2944521.308893
  nChanged 10
		SP:Iteration 80F (62752.680000 sec): 3 clusters
  Score: Raw -2947815.985800 + Penalty 3294.350350 = -2944521.635450
  nChanged 8
		SP:Iteration 81Q (62753.000000 sec): 3 clusters
  Score: Raw -2947816.258465 + Penalty 3294.350350 = -2944521.908114
  nChanged 5
		SP:Iteration 82Q (62753.310000 sec): 3 clusters
  Score: Raw -2947816.524440 + Penalty 3294.350350 = -2944522.174090
  nChanged 6
		SP:Iteration 83Q (62753.620000 sec): 3 clusters
  Score: Raw -2947816.692627 + Penalty 3294.350350 = -2944522.342276
  nChanged 3
		SP:Iteration 84Q (62753.910000 sec): 3 clusters
  Score: Raw -2947816.766669 + Penalty 3294.350350 = -2944522.416318
  nChanged 3
		SP:Iteration 85Q (62754.250000 sec): 3 clusters
  Score: Raw -2947816.879578 + Penalty 3294.350350 = -2944522.529228
  nChanged 3
		SP:Iteration 86Q (62754.560000 sec): 3 clusters
  Score: Raw -2947817.011625 + Penalty 3294.350350 = -2944522.661275
  nChanged 4
		SP:Iteration 87Q (62754.880000 sec): 3 clusters
  Score: Raw -2947817.106488 + Penalty 3294.350350 = -2944522.756138
  nChanged 1
		SP:Iteration 88Q (62755.170000 sec): 3 clusters
  Score: Raw -2947817.125010 + Penalty 3294.350350 = -2944522.774660
  nChanged 0
		SP:Iteration 89F (62755.500000 sec): 3 clusters
  Score: Raw -2947817.125010 + Penalty 3294.350350 = -2944522.774660
  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 6.54 GB.

 Trying to split cluster 16 (2718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62755.570000 sec): 2 clusters
  Score: Raw -288566.478789 + Penalty 1284.993384 = -287281.485405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62755.730000 sec): 3 clusters
  Score: Raw -287494.599339 + Penalty 2569.986768 = -284924.612571
  nChanged 1059
		SP:Iteration 1F (62755.900000 sec): 3 clusters
  Score: Raw -289251.715601 + Penalty 2569.986768 = -286681.728833
  nChanged 409
		SP:Iteration 2F (62756.070000 sec): 3 clusters
  Score: Raw -290209.166122 + Penalty 2569.986768 = -287639.179353
  nChanged 253
		SP:Iteration 3F (62756.220000 sec): 3 clusters
  Score: Raw -290886.064378 + Penalty 2569.986768 = -288316.077610
  nChanged 188
		SP:Iteration 4F (62756.380000 sec): 3 clusters
  Score: Raw -291642.026122 + Penalty 2569.986768 = -289072.039354
  nChanged 134
		SP:Iteration 5Q (62756.540000 sec): 3 clusters
  Score: Raw -292018.954124 + Penalty 2569.986768 = -289448.967355
  nChanged 115
		SP:Iteration 6Q (62756.710000 sec): 3 clusters
  Score: Raw -292330.596403 + Penalty 2569.986768 = -289760.609634
  nChanged 74
		SP:Iteration 7Q (62756.880000 sec): 3 clusters
  Score: Raw -292521.805802 + Penalty 2569.986768 = -289951.819033
  nChanged 65
		SP:Iteration 8Q (62757.050000 sec): 3 clusters
  Score: Raw -292746.477340 + Penalty 2569.986768 = -290176.490572
  nChanged 67
		SP:Iteration 9Q (62757.220000 sec): 3 clusters
  Score: Raw -293049.770775 + Penalty 2569.986768 = -290479.784006
  nChanged 61
		SP:Iteration 10Q (62757.390000 sec): 3 clusters
  Score: Raw -293298.773301 + Penalty 2569.986768 = -290728.786533
  nChanged 53
		SP:Iteration 11Q (62757.560000 sec): 3 clusters
  Score: Raw -293367.816400 + Penalty 2569.986768 = -290797.829632
  nChanged 32
		SP:Iteration 12Q (62757.720000 sec): 3 clusters
  Score: Raw -293396.700155 + Penalty 2569.986768 = -290826.713386
  nChanged 23
		SP:Iteration 13Q (62757.890000 sec): 3 clusters
  Score: Raw -293418.090001 + Penalty 2569.986768 = -290848.103233
  nChanged 26
		SP:Iteration 14Q (62758.060000 sec): 3 clusters
  Score: Raw -293452.788459 + Penalty 2569.986768 = -290882.801691
  nChanged 38
		SP:Iteration 15Q (62758.220000 sec): 3 clusters
  Score: Raw -293519.744797 + Penalty 2569.986768 = -290949.758029
  nChanged 41
		SP:Iteration 16Q (62758.390000 sec): 3 clusters
  Score: Raw -293619.609952 + Penalty 2569.986768 = -291049.623184
  nChanged 30
		SP:Iteration 17Q (62758.560000 sec): 3 clusters
  Score: Raw -293711.240581 + Penalty 2569.986768 = -291141.253813
  nChanged 27
		SP:Iteration 18Q (62758.720000 sec): 3 clusters
  Score: Raw -293840.380808 + Penalty 2569.986768 = -291270.394039
  nChanged 19
		SP:Iteration 19Q (62758.860000 sec): 3 clusters
  Score: Raw -293975.447890 + Penalty 2569.986768 = -291405.461122
  nChanged 13
		SP:Iteration 20F (62759.000000 sec): 3 clusters
  Score: Raw -294060.441246 + Penalty 2569.986768 = -291490.454478
  nChanged 11
		SP:Iteration 21Q (62759.140000 sec): 3 clusters
  Score: Raw -294117.511469 + Penalty 2569.986768 = -291547.524701
  nChanged 6
		SP:Iteration 22Q (62759.290000 sec): 3 clusters
  Score: Raw -294139.323620 + Penalty 2569.986768 = -291569.336852
  nChanged 4
		SP:Iteration 23Q (62759.420000 sec): 3 clusters
  Score: Raw -294142.296285 + Penalty 2569.986768 = -291572.309517
  nChanged 1
		SP:Iteration 24Q (62759.560000 sec): 3 clusters
  Score: Raw -294145.301212 + Penalty 2569.986768 = -291575.314444
  nChanged 1
		SP:Iteration 25Q (62759.720000 sec): 3 clusters
  Score: Raw -294145.591528 + Penalty 2569.986768 = -291575.604760
  nChanged 0
		SP:Iteration 26F (62759.880000 sec): 3 clusters
  Score: Raw -294145.591528 + Penalty 2569.986768 = -291575.604760
  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 6.54 GB.

 Trying to split cluster 17 (2804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62760.000000 sec): 2 clusters
  Score: Raw -288773.005409 + Penalty 1290.055365 = -287482.950044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62760.140000 sec): 3 clusters
  Score: Raw -287657.129795 + Penalty 2580.110731 = -285077.019064
  nChanged 1149
		SP:Iteration 1F (62760.270000 sec): 3 clusters
  Score: Raw -289259.995997 + Penalty 2580.110731 = -286679.885266
  nChanged 403
		SP:Iteration 2F (62760.470000 sec): 3 clusters
  Score: Raw -290439.508253 + Penalty 2580.110731 = -287859.397522
  nChanged 340
		SP:Iteration 3F (62760.610000 sec): 3 clusters
  Score: Raw -292577.716236 + Penalty 2580.110731 = -289997.605506
  nChanged 337
		SP:Iteration 4F (62760.790000 sec): 3 clusters
  Score: Raw -294005.296582 + Penalty 2580.110731 = -291425.185852
  nChanged 274
		SP:Iteration 5F (62760.930000 sec): 3 clusters
  Score: Raw -296069.269250 + Penalty 2580.110731 = -293489.158519
  nChanged 220
		SP:Iteration 6F (62761.040000 sec): 3 clusters
  Score: Raw -298483.517387 + Penalty 2580.110731 = -295903.406656
  nChanged 52
		SP:Iteration 7Q (62761.130000 sec): 3 clusters
  Score: Raw -298625.673075 + Penalty 2580.110731 = -296045.562344
  nChanged 10
		SP:Iteration 8Q (62761.280000 sec): 3 clusters
  Score: Raw -298640.279169 + Penalty 2580.110731 = -296060.168438
  nChanged 5
		SP:Iteration 9Q (62761.490000 sec): 3 clusters
  Score: Raw -298653.572954 + Penalty 2580.110731 = -296073.462223
  nChanged 4
		SP:Iteration 10Q (62761.610000 sec): 3 clusters
  Score: Raw -298659.548874 + Penalty 2580.110731 = -296079.438143
  nChanged 1
		SP:Iteration 11Q (62761.760000 sec): 3 clusters
  Score: Raw -298660.792611 + Penalty 2580.110731 = -296080.681881
  nChanged 1
		SP:Iteration 12Q (62761.920000 sec): 3 clusters
  Score: Raw -298662.558021 + Penalty 2580.110731 = -296082.447290
  nChanged 0
		SP:Iteration 13F (62762.070000 sec): 3 clusters
  Score: Raw -298662.558021 + Penalty 2580.110731 = -296082.447290
  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 6.54 GB.

 Trying to split cluster 18 (79687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62762.630000 sec): 2 clusters
  Score: Raw -9237922.068297 + Penalty 1833.952533 = -9236088.115765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62763.320000 sec): 3 clusters
  Score: Raw -9186580.019333 + Penalty 3667.905065 = -9182912.114267
  nChanged 37950
		SP:Iteration 1F (62763.990000 sec): 3 clusters
  Score: Raw -9209314.363986 + Penalty 3667.905065 = -9205646.458921
  nChanged 3685
		SP:Iteration 2Q (62764.690000 sec): 3 clusters
  Score: Raw -9211051.244552 + Penalty 3667.905065 = -9207383.339486
  nChanged 4252
		SP:Iteration 3F (62765.270000 sec): 3 clusters
  Score: Raw -9213688.548199 + Penalty 3667.905065 = -9210020.643133
  nChanged 5145
		SP:Iteration 4F (62765.890000 sec): 3 clusters
  Score: Raw -9217712.501048 + Penalty 3667.905065 = -9214044.595982
  nChanged 6284
		SP:Iteration 5F (62766.580000 sec): 3 clusters
  Score: Raw -9223980.839804 + Penalty 3667.905065 = -9220312.934739
  nChanged 6942
		SP:Iteration 6F (62767.230000 sec): 3 clusters
  Score: Raw -9231819.854981 + Penalty 3667.905065 = -9228151.949915
  nChanged 6331
		SP:Iteration 7F (62767.910000 sec): 3 clusters
  Score: Raw -9238146.201287 + Penalty 3667.905065 = -9234478.296221
  nChanged 5064
		SP:Iteration 8F (62768.590000 sec): 3 clusters
  Score: Raw -9242832.144739 + Penalty 3667.905065 = -9239164.239673
  nChanged 4192
		SP:Iteration 9F (62769.250000 sec): 3 clusters
  Score: Raw -9247259.717714 + Penalty 3667.905065 = -9243591.812648
  nChanged 3646
		SP:Iteration 10Q (62769.850000 sec): 3 clusters
  Score: Raw -9251038.063321 + Penalty 3667.905065 = -9247370.158255
  nChanged 2973
		SP:Iteration 11Q (62770.480000 sec): 3 clusters
  Score: Raw -9253595.362119 + Penalty 3667.905065 = -9249927.457054
  nChanged 2269
		SP:Iteration 12Q (62771.100000 sec): 3 clusters
  Score: Raw -9255122.826360 + Penalty 3667.905065 = -9251454.921295
  nChanged 1803
		SP:Iteration 13Q (62771.750000 sec): 3 clusters
  Score: Raw -9256308.969726 + Penalty 3667.905065 = -9252641.064660
  nChanged 1585
		SP:Iteration 14Q (62772.360000 sec): 3 clusters
  Score: Raw -9257335.608424 + Penalty 3667.905065 = -9253667.703359
  nChanged 1488
		SP:Iteration 15Q (62772.930000 sec): 3 clusters
  Score: Raw -9258229.098208 + Penalty 3667.905065 = -9254561.193143
  nChanged 1319
		SP:Iteration 16Q (62773.550000 sec): 3 clusters
  Score: Raw -9258964.291127 + Penalty 3667.905065 = -9255296.386061
  nChanged 1140
		SP:Iteration 17Q (62774.200000 sec): 3 clusters
  Score: Raw -9259504.060010 + Penalty 3667.905065 = -9255836.154945
  nChanged 960
		SP:Iteration 18Q (62774.820000 sec): 3 clusters
  Score: Raw -9259875.054356 + Penalty 3667.905065 = -9256207.149290
  nChanged 795
		SP:Iteration 19Q (62775.430000 sec): 3 clusters
  Score: Raw -9260107.924261 + Penalty 3667.905065 = -9256440.019196
  nChanged 671
		SP:Iteration 20F (62776.010000 sec): 3 clusters
  Score: Raw -9260323.159713 + Penalty 3667.905065 = -9256655.254648
  nChanged 640
		SP:Iteration 21Q (62776.580000 sec): 3 clusters
  Score: Raw -9260479.595590 + Penalty 3667.905065 = -9256811.690524
  nChanged 533
		SP:Iteration 22Q (62777.170000 sec): 3 clusters
  Score: Raw -9260597.433402 + Penalty 3667.905065 = -9256929.528337
  nChanged 445
		SP:Iteration 23Q (62777.770000 sec): 3 clusters
  Score: Raw -9260687.155992 + Penalty 3667.905065 = -9257019.250927
  nChanged 393
		SP:Iteration 24Q (62778.390000 sec): 3 clusters
  Score: Raw -9260755.131809 + Penalty 3667.905065 = -9257087.226744
  nChanged 360
		SP:Iteration 25Q (62779.010000 sec): 3 clusters
  Score: Raw -9260815.417351 + Penalty 3667.905065 = -9257147.512285
  nChanged 311
		SP:Iteration 26Q (62779.600000 sec): 3 clusters
  Score: Raw -9260863.461825 + Penalty 3667.905065 = -9257195.556760
  nChanged 287
		SP:Iteration 27Q (62780.200000 sec): 3 clusters
  Score: Raw -9260905.023226 + Penalty 3667.905065 = -9257237.118160
  nChanged 275
		SP:Iteration 28Q (62780.840000 sec): 3 clusters
  Score: Raw -9260944.796888 + Penalty 3667.905065 = -9257276.891822
  nChanged 232
		SP:Iteration 29Q (62781.470000 sec): 3 clusters
  Score: Raw -9260976.700787 + Penalty 3667.905065 = -9257308.795722
  nChanged 193
		SP:Iteration 30Q (62782.100000 sec): 3 clusters
  Score: Raw -9260999.291365 + Penalty 3667.905065 = -9257331.386300
  nChanged 148
		SP:Iteration 31Q (62782.810000 sec): 3 clusters
  Score: Raw -9261016.124830 + Penalty 3667.905065 = -9257348.219765
  nChanged 122
		SP:Iteration 32Q (62783.510000 sec): 3 clusters
  Score: Raw -9261029.045749 + Penalty 3667.905065 = -9257361.140683
  nChanged 112
		SP:Iteration 33Q (62784.110000 sec): 3 clusters
  Score: Raw -9261039.877350 + Penalty 3667.905065 = -9257371.972285
  nChanged 96
		SP:Iteration 34Q (62784.720000 sec): 3 clusters
  Score: Raw -9261049.752143 + Penalty 3667.905065 = -9257381.847077
  nChanged 100
		SP:Iteration 35Q (62785.440000 sec): 3 clusters
  Score: Raw -9261060.514931 + Penalty 3667.905065 = -9257392.609866
  nChanged 98
		SP:Iteration 36Q (62786.150000 sec): 3 clusters
  Score: Raw -9261069.389781 + Penalty 3667.905065 = -9257401.484716
  nChanged 73
		SP:Iteration 37Q (62786.810000 sec): 3 clusters
  Score: Raw -9261077.359345 + Penalty 3667.905065 = -9257409.454280
  nChanged 85
		SP:Iteration 38Q (62787.470000 sec): 3 clusters
  Score: Raw -9261088.723618 + Penalty 3667.905065 = -9257420.818552
  nChanged 91
		SP:Iteration 39Q (62788.140000 sec): 3 clusters
  Score: Raw -9261099.689815 + Penalty 3667.905065 = -9257431.784749
  nChanged 89
		SP:Iteration 40F (62788.790000 sec): 3 clusters
  Score: Raw -9261108.008503 + Penalty 3667.905065 = -9257440.103438
  nChanged 74
		SP:Iteration 41Q (62789.460000 sec): 3 clusters
  Score: Raw -9261113.856039 + Penalty 3667.905065 = -9257445.950974
  nChanged 68
		SP:Iteration 42Q (62790.140000 sec): 3 clusters
  Score: Raw -9261118.821764 + Penalty 3667.905065 = -9257450.916699
  nChanged 61
		SP:Iteration 43Q (62790.810000 sec): 3 clusters
  Score: Raw -9261122.603025 + Penalty 3667.905065 = -9257454.697960
  nChanged 56
		SP:Iteration 44Q (62791.500000 sec): 3 clusters
  Score: Raw -9261126.396773 + Penalty 3667.905065 = -9257458.491707
  nChanged 43
		SP:Iteration 45Q (62792.150000 sec): 3 clusters
  Score: Raw -9261129.076185 + Penalty 3667.905065 = -9257461.171120
  nChanged 35
		SP:Iteration 46Q (62792.880000 sec): 3 clusters
  Score: Raw -9261131.547140 + Penalty 3667.905065 = -9257463.642075
  nChanged 36
		SP:Iteration 47Q (62793.410000 sec): 3 clusters
  Score: Raw -9261133.526014 + Penalty 3667.905065 = -9257465.620949
  nChanged 35
		SP:Iteration 48Q (62794.070000 sec): 3 clusters
  Score: Raw -9261135.996020 + Penalty 3667.905065 = -9257468.090954
  nChanged 26
		SP:Iteration 49Q (62794.820000 sec): 3 clusters
  Score: Raw -9261138.157827 + Penalty 3667.905065 = -9257470.252762
  nChanged 26
		SP:Iteration 50Q (62795.430000 sec): 3 clusters
  Score: Raw -9261139.695227 + Penalty 3667.905065 = -9257471.790162
  nChanged 26
		SP:Iteration 51Q (62796.110000 sec): 3 clusters
  Score: Raw -9261141.390181 + Penalty 3667.905065 = -9257473.485115
  nChanged 24
		SP:Iteration 52Q (62796.800000 sec): 3 clusters
  Score: Raw -9261142.675212 + Penalty 3667.905065 = -9257474.770146
  nChanged 23
		SP:Iteration 53Q (62797.500000 sec): 3 clusters
  Score: Raw -9261143.648726 + Penalty 3667.905065 = -9257475.743660
  nChanged 27
		SP:Iteration 54Q (62798.200000 sec): 3 clusters
  Score: Raw -9261144.959399 + Penalty 3667.905065 = -9257477.054334
  nChanged 23
		SP:Iteration 55Q (62798.890000 sec): 3 clusters
  Score: Raw -9261146.028644 + Penalty 3667.905065 = -9257478.123578
  nChanged 26
		SP:Iteration 56Q (62799.630000 sec): 3 clusters
  Score: Raw -9261147.078007 + Penalty 3667.905065 = -9257479.172942
  nChanged 16
		SP:Iteration 57Q (62800.310000 sec): 3 clusters
  Score: Raw -9261147.613457 + Penalty 3667.905065 = -9257479.708391
  nChanged 17
		SP:Iteration 58Q (62800.960000 sec): 3 clusters
  Score: Raw -9261148.136828 + Penalty 3667.905065 = -9257480.231763
  nChanged 17
		SP:Iteration 59Q (62801.580000 sec): 3 clusters
  Score: Raw -9261148.628772 + Penalty 3667.905065 = -9257480.723707
  nChanged 17
		SP:Iteration 60F (62802.270000 sec): 3 clusters
  Score: Raw -9261148.916150 + Penalty 3667.905065 = -9257481.011085
  nChanged 11
		SP:Iteration 61Q (62802.960000 sec): 3 clusters
  Score: Raw -9261149.170424 + Penalty 3667.905065 = -9257481.265359
  nChanged 12
		SP:Iteration 62Q (62803.570000 sec): 3 clusters
  Score: Raw -9261149.380800 + Penalty 3667.905065 = -9257481.475735
  nChanged 6
		SP:Iteration 63Q (62804.230000 sec): 3 clusters
  Score: Raw -9261149.538500 + Penalty 3667.905065 = -9257481.633435
  nChanged 14
		SP:Iteration 64Q (62804.850000 sec): 3 clusters
  Score: Raw -9261149.894062 + Penalty 3667.905065 = -9257481.988997
  nChanged 9
		SP:Iteration 65Q (62805.400000 sec): 3 clusters
  Score: Raw -9261149.973324 + Penalty 3667.905065 = -9257482.068259
  nChanged 4
		SP:Iteration 66Q (62806.040000 sec): 3 clusters
  Score: Raw -9261150.028811 + Penalty 3667.905065 = -9257482.123745
  nChanged 2
		SP:Iteration 67Q (62806.620000 sec): 3 clusters
  Score: Raw -9261150.046030 + Penalty 3667.905065 = -9257482.140965
  nChanged 0
		SP:Iteration 68F (62807.250000 sec): 3 clusters
  Score: Raw -9261150.046030 + Penalty 3667.905065 = -9257482.140965
  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 6.54 GB.

 Trying to split cluster 19 (21661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62807.440000 sec): 2 clusters
  Score: Raw -2478993.516941 + Penalty 1622.281162 = -2477371.235779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62807.740000 sec): 3 clusters
  Score: Raw -2465861.047775 + Penalty 3244.562323 = -2462616.485452
  nChanged 9866
		SP:Iteration 1F (62807.990000 sec): 3 clusters
  Score: Raw -2472252.147866 + Penalty 3244.562323 = -2469007.585543
  nChanged 1896
		SP:Iteration 2F (62808.310000 sec): 3 clusters
  Score: Raw -2475111.142774 + Penalty 3244.562323 = -2471866.580450
  nChanged 2527
		SP:Iteration 3F (62808.600000 sec): 3 clusters
  Score: Raw -2480556.622232 + Penalty 3244.562323 = -2477312.059908
  nChanged 2820
		SP:Iteration 4F (62808.850000 sec): 3 clusters
  Score: Raw -2487461.436124 + Penalty 3244.562323 = -2484216.873800
  nChanged 2069
		SP:Iteration 5F (62809.180000 sec): 3 clusters
  Score: Raw -2493262.717891 + Penalty 3244.562323 = -2490018.155568
  nChanged 1202
		SP:Iteration 6F (62809.480000 sec): 3 clusters
  Score: Raw -2496395.947697 + Penalty 3244.562323 = -2493151.385374
  nChanged 500
		SP:Iteration 7Q (62809.740000 sec): 3 clusters
  Score: Raw -2496947.682100 + Penalty 3244.562323 = -2493703.119776
  nChanged 149
		SP:Iteration 8Q (62810.070000 sec): 3 clusters
  Score: Raw -2496989.361456 + Penalty 3244.562323 = -2493744.799132
  nChanged 42
		SP:Iteration 9Q (62810.350000 sec): 3 clusters
  Score: Raw -2496995.454393 + Penalty 3244.562323 = -2493750.892070
  nChanged 14
		SP:Iteration 10Q (62810.580000 sec): 3 clusters
  Score: Raw -2496996.645705 + Penalty 3244.562323 = -2493752.083382
  nChanged 5
		SP:Iteration 11Q (62810.850000 sec): 3 clusters
  Score: Raw -2496997.195764 + Penalty 3244.562323 = -2493752.633441
  nChanged 2
		SP:Iteration 12Q (62811.130000 sec): 3 clusters
  Score: Raw -2496997.424829 + Penalty 3244.562323 = -2493752.862505
  nChanged 3
		SP:Iteration 13Q (62811.370000 sec): 3 clusters
  Score: Raw -2496997.742685 + Penalty 3244.562323 = -2493753.180362
  nChanged 1
		SP:Iteration 14Q (62811.620000 sec): 3 clusters
  Score: Raw -2496997.819865 + Penalty 3244.562323 = -2493753.257541
  nChanged 1
		SP:Iteration 15Q (62811.900000 sec): 3 clusters
  Score: Raw -2496997.985158 + Penalty 3244.562323 = -2493753.422835
  nChanged 1
		SP:Iteration 16Q (62812.170000 sec): 3 clusters
  Score: Raw -2496998.010606 + Penalty 3244.562323 = -2493753.448282
  nChanged 1
		SP:Iteration 17Q (62812.440000 sec): 3 clusters
  Score: Raw -2496998.054380 + Penalty 3244.562323 = -2493753.492056
  nChanged 0
		SP:Iteration 18F (62812.770000 sec): 3 clusters
  Score: Raw -2496998.054380 + Penalty 3244.562323 = -2493753.492056
  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 6.54 GB.

 Trying to split cluster 20 (21472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (62812.930000 sec): 2 clusters
  Score: Raw -2314362.871141 + Penalty 1620.857069 = -2312742.014072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (62813.270000 sec): 3 clusters
  Score: Raw -2301749.711583 + Penalty 3241.714138 = -2298507.997445
  nChanged 9799
		SP:Iteration 1F (62813.550000 sec): 3 clusters
  Score: Raw -2310883.327196 + Penalty 3241.714138 = -2307641.613059
  nChanged 2636
		SP:Iteration 2F (62813.830000 sec): 3 clusters
  Score: Raw -2315034.491978 + Penalty 3241.714138 = -2311792.777840
  nChanged 2449
		SP:Iteration 3F (62814.110000 sec): 3 clusters
  Score: Raw -2318395.823541 + Penalty 3241.714138 = -2315154.109403
  nChanged 1807
		SP:Iteration 4F (62814.390000 sec): 3 clusters
  Score: Raw -2320245.058492 + Penalty 3241.714138 = -2317003.344354
  nChanged 1193
		SP:Iteration 5F (62814.670000 sec): 3 clusters
  Score: Raw -2321367.795238 + Penalty 3241.714138 = -2318126.081100
  nChanged 944
		SP:Iteration 6Q (62814.970000 sec): 3 clusters
  Score: Raw -2322294.192824 + Penalty 3241.714138 = -2319052.478686
  nChanged 799
		SP:Iteration 7Q (62815.270000 sec): 3 clusters
  Score: Raw -2323076.107010 + Penalty 3241.714138 = -2319834.392872
  nChanged 660
		SP:Iteration 8Q (62815.570000 sec): 3 clusters
  Score: Raw -2323614.113730 + Penalty 3241.714138 = -2320372.399593
  nChanged 466
		SP:Iteration 9Q (62815.880000 sec): 3 clusters
  Score: Raw -2323915.541215 + Penalty 3241.714138 = -2320673.827077
  nChanged 332
		SP:Iteration 10Q (62816.210000 sec): 3 clusters
  Score: Raw -2324073.354973 + Penalty 3241.714138 = -2320831.640835
  nChanged 227
		SP:Iteration 11Q (62816.500000 sec): 3 clusters
  Score: Raw -2324154.723919 + Penalty 3241.714138 = -2320913.009781
  nChanged 163
		SP:Iteration 12Q (62816.790000 sec): 3 clusters
  Score: Raw -2324222.209784 + Penalty 3241.714138 = -2320980.495646
  nChanged 117
		SP:Iteration 13Q (62817.070000 sec): 3 clusters
  Score: Raw -2324274.596185 + Penalty 3241.714138 = -2321032.882047
  nChanged 118
		SP:Iteration 14Q (62817.320000 sec): 3 clusters
  Score: Raw -2324352.777949 + Penalty 3241.714138 = -2321111.063812
  nChanged 120
		SP:Iteration 15Q (62817.600000 sec): 3 clusters
  Score: Raw -2324426.504751 + Penalty 3241.714138 = -2321184.790613
  nChanged 109
		SP:Iteration 16Q (62817.800000 sec): 3 clusters
  Score: Raw -2324506.193083 + Penalty 3241.714138 = -2321264.478945
  nChanged 115
		SP:Iteration 17Q (62818.070000 sec): 3 clusters
  Score: Raw -2324656.342128 + Penalty 3241.714138 = -2321414.627990
  nChanged 170
		SP:Iteration 18Q (62818.320000 sec): 3 clusters
  Score: Raw -2325111.209505 + Penalty 3241.714138 = -2321869.495367
  nChanged 243
		SP:Iteration 19Q (62818.630000 sec): 3 clusters
  Score: Raw -2325957.427861 + Penalty 3241.714138 = -2322715.713723
  nChanged 241
		SP:Iteration 20F (62818.940000 sec): 3 clusters
  Score: Raw -2326476.087879 + Penalty 3241.714138 = -2323234.373741
  nChanged 201
		SP:Iteration 21Q (62819.220000 sec): 3 clusters
  Score: Raw -2326604.451597 + Penalty 3241.714138 = -2323362.737459
  nChanged 127
		SP:Iteration 22Q (62819.520000 sec): 3 clusters
  Score: Raw -2326636.059614 + Penalty 3241.714138 = -2323394.345476
  nChanged 67
		SP:Iteration 23Q (62819.780000 sec): 3 clusters
  Score: Raw -2326647.049022 + Penalty 3241.714138 = -2323405.334884
  nChanged 43
		SP:Iteration 24Q (62820.070000 sec): 3 clusters
  Score: Raw -2326651.363291 + Penalty 3241.714138 = -2323409.649154
  nChanged 27
		SP:Iteration 25Q (62820.350000 sec): 3 clusters
  Score: Raw -2326653.326390 + Penalty 3241.714138 = -2323411.612252
  nChanged 9
		SP:Iteration 26Q (62820.670000 sec): 3 clusters
  Score: Raw -2326653.899680 + Penalty 3241.714138 = -2323412.185543
  nChanged 6
		SP:Iteration 27Q (62820.960000 sec): 3 clusters
  Score: Raw -2326654.174685 + Penalty 3241.714138 = -2323412.460547
  nChanged 4
		SP:Iteration 28Q (62821.220000 sec): 3 clusters
  Score: Raw -2326654.473939 + Penalty 3241.714138 = -2323412.759801
  nChanged 8
		SP:Iteration 29Q (62821.490000 sec): 3 clusters
  Score: Raw -2326654.968763 + Penalty 3241.714138 = -2323413.254625
  nChanged 10
		SP:Iteration 30Q (62821.790000 sec): 3 clusters
  Score: Raw -2326655.855678 + Penalty 3241.714138 = -2323414.141540
  nChanged 10
		SP:Iteration 31Q (62822.010000 sec): 3 clusters
  Score: Raw -2326656.769169 + Penalty 3241.714138 = -2323415.055031
  nChanged 6
		SP:Iteration 32Q (62822.330000 sec): 3 clusters
  Score: Raw -2326657.198647 + Penalty 3241.714138 = -2323415.484509
  nChanged 8
		SP:Iteration 33Q (62822.610000 sec): 3 clusters
  Score: Raw -2326657.937359 + Penalty 3241.714138 = -2323416.223221
  nChanged 7
		SP:Iteration 34Q (62822.910000 sec): 3 clusters
  Score: Raw -2326658.326875 + Penalty 3241.714138 = -2323416.612737
  nChanged 5
		SP:Iteration 35Q (62823.170000 sec): 3 clusters
  Score: Raw -2326658.598570 + Penalty 3241.714138 = -2323416.884432
  nChanged 7
		SP:Iteration 36Q (62823.450000 sec): 3 clusters
  Score: Raw -2326658.890755 + Penalty 3241.714138 = -2323417.176617
  nChanged 6
		SP:Iteration 37Q (62823.710000 sec): 3 clusters
  Score: Raw -2326659.197587 + Penalty 3241.714138 = -2323417.483449
  nChanged 7
		SP:Iteration 38Q (62823.980000 sec): 3 clusters
  Score: Raw -2326659.831567 + Penalty 3241.714138 = -2323418.117429
  nChanged 4
		SP:Iteration 39Q (62824.260000 sec): 3 clusters
  Score: Raw -2326660.010883 + Penalty 3241.714138 = -2323418.296745
  nChanged 4
		SP:Iteration 40F (62824.580000 sec): 3 clusters
  Score: Raw -2326660.334733 + Penalty 3241.714138 = -2323418.620595
  nChanged 2
		SP:Iteration 41Q (62824.840000 sec): 3 clusters
  Score: Raw -2326660.430407 + Penalty 3241.714138 = -2323418.716269
  nChanged 2
		SP:Iteration 42Q (62825.070000 sec): 3 clusters
  Score: Raw -2326660.498194 + Penalty 3241.714138 = -2323418.784056
  nChanged 3
		SP:Iteration 43Q (62825.350000 sec): 3 clusters
  Score: Raw -2326660.704909 + Penalty 3241.714138 = -2323418.990771
  nChanged 4
		SP:Iteration 44Q (62825.650000 sec): 3 clusters
  Score: Raw -2326660.937658 + Penalty 3241.714138 = -2323419.223520
  nChanged 0
		SP:Iteration 45F (62825.960000 sec): 3 clusters
  Score: Raw -2326660.937658 + Penalty 3241.714138 = -2323419.223520
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Iteration 20F (62888.070000 sec): 38 clusters
  Score: Raw -105620502.599317 + Penalty 82497.881712 = -105538004.717605
  nChanged 52345
Iteration 21F (62948.950000 sec): 38 clusters
  Score: Raw -105651317.274975 + Penalty 82497.881712 = -105568819.393263
  nChanged 28329
Iteration 22Q (62987.440000 sec): 38 clusters
  Score: Raw -105665566.197226 + Penalty 82497.881712 = -105583068.315514
  nChanged 21705
Iteration 23Q (63028.590000 sec): 38 clusters
  Score: Raw -105674913.235979 + Penalty 82497.881712 = -105592415.354267
  nChanged 18531
Iteration 24Q (63094.530000 sec): 38 clusters
  Score: Raw -105681778.502808 + Penalty 82497.881712 = -105599280.621096
  nChanged 16448
Iteration 25Q (63167.170000 sec): 38 clusters
  Score: Raw -105687120.418566 + Penalty 82497.881712 = -105604622.536854
  nChanged 15115
Iteration 26Q (63226.480000 sec): 38 clusters
  Score: Raw -105691627.512454 + Penalty 82497.881712 = -105609129.630742
  nChanged 13848
Iteration 27Q (63266.720000 sec): 38 clusters
  Score: Raw -105695618.466129 + Penalty 82497.881712 = -105613120.584418
  nChanged 12768
Iteration 28Q (63308.370000 sec): 38 clusters
  Score: Raw -105699415.973785 + Penalty 82497.881712 = -105616918.092073
  nChanged 12227
Iteration 29Q (63349.250000 sec): 38 clusters
  Score: Raw -105703135.813101 + Penalty 82497.881712 = -105620637.931389
  nChanged 11435
Iteration 30Q (63390.000000 sec): 38 clusters
  Score: Raw -105706431.555729 + Penalty 82497.881712 = -105623933.674017
  nChanged 10653
Iteration 31Q (63432.580000 sec): 38 clusters
  Score: Raw -105709599.126886 + Penalty 82497.881712 = -105627101.245174
  nChanged 10090
Iteration 32Q (63475.170000 sec): 38 clusters
  Score: Raw -105712633.372478 + Penalty 82497.881712 = -105630135.490767
  nChanged 9478
Iteration 33Q (63515.200000 sec): 38 clusters
  Score: Raw -105715506.778330 + Penalty 82497.881712 = -105633008.896618
  nChanged 8976
Iteration 34Q (63556.690000 sec): 38 clusters
  Score: Raw -105718019.154079 + Penalty 82497.881712 = -105635521.272367
  nChanged 8641
Iteration 35Q (63595.480000 sec): 38 clusters
  Score: Raw -105720493.107020 + Penalty 82497.881712 = -105637995.225309
  nChanged 8458
Iteration 36Q (63634.410000 sec): 38 clusters
  Score: Raw -105722831.648116 + Penalty 82497.881712 = -105640333.766404
  nChanged 8309
Iteration 37Q (63676.550000 sec): 38 clusters
  Score: Raw -105724969.191362 + Penalty 82497.881712 = -105642471.309651
  nChanged 8088
Iteration 38Q (63708.760000 sec): 38 clusters
  Score: Raw -105726898.437902 + Penalty 82497.881712 = -105644400.556190
  nChanged 7885
Iteration 39Q (63752.900000 sec): 38 clusters
  Score: Raw -105728692.031595 + Penalty 82497.881712 = -105646194.149883
  nChanged 7660
Iteration 40F (63809.500000 sec): 38 clusters
  Score: Raw -105732991.585762 + Penalty 82497.881712 = -105650493.704050
  nChanged 8495
Iteration 41Q (63849.470000 sec): 38 clusters
  Score: Raw -105737109.612190 + Penalty 82497.881712 = -105654611.730478
  nChanged 8805
Iteration 42Q (63884.490000 sec): 38 clusters
  Score: Raw -105740541.877163 + Penalty 82497.881712 = -105658043.995451
  nChanged 8641
Iteration 43Q (63925.830000 sec): 38 clusters
  Score: Raw -105743662.350159 + Penalty 82497.881712 = -105661164.468447
  nChanged 8689
Iteration 44Q (63969.970000 sec): 38 clusters
  Score: Raw -105747020.945705 + Penalty 82497.881712 = -105664523.063993
  nChanged 8653
Iteration 45Q (64014.750000 sec): 38 clusters
  Score: Raw -105750481.005117 + Penalty 82497.881712 = -105667983.123405
  nChanged 8549
Iteration 46Q (64057.680000 sec): 38 clusters
  Score: Raw -105752573.997846 + Penalty 82497.881712 = -105670076.116134
  nChanged 8305
Iteration 47Q (64099.270000 sec): 38 clusters
  Score: Raw -105754343.937852 + Penalty 82497.881712 = -105671846.056140
  nChanged 8116
Iteration 48Q (64141.390000 sec): 38 clusters
  Score: Raw -105756028.897817 + Penalty 82497.881712 = -105673531.016105
  nChanged 8121
Iteration 49Q (64184.170000 sec): 38 clusters
  Score: Raw -105757773.553440 + Penalty 82497.881712 = -105675275.671728
  nChanged 8309
Iteration 50Q (64222.060000 sec): 38 clusters
  Score: Raw -105759608.738325 + Penalty 82497.881712 = -105677110.856614
  nChanged 8421
Iteration 51Q (64263.580000 sec): 38 clusters
  Score: Raw -105761530.952484 + Penalty 82497.881712 = -105679033.070772
  nChanged 8604
Iteration 52Q (64304.680000 sec): 38 clusters
  Score: Raw -105763537.808236 + Penalty 82497.881712 = -105681039.926524
  nChanged 8529
Iteration 53Q (64345.680000 sec): 38 clusters
  Score: Raw -105765620.915633 + Penalty 82497.881712 = -105683123.033921
  nChanged 8488
Iteration 54Q (64388.030000 sec): 38 clusters
  Score: Raw -105767780.431304 + Penalty 82497.881712 = -105685282.549592
  nChanged 8472
Iteration 55Q (64432.600000 sec): 38 clusters
  Score: Raw -105769954.966882 + Penalty 82497.881712 = -105687457.085171
  nChanged 8474
Iteration 56Q (64476.280000 sec): 38 clusters
  Score: Raw -105772146.961508 + Penalty 82497.881712 = -105689649.079796
  nChanged 8387
Iteration 57Q (64518.200000 sec): 38 clusters
  Score: Raw -105774370.208084 + Penalty 82497.881712 = -105691872.326372
  nChanged 8070
Iteration 58Q (64562.940000 sec): 38 clusters
  Score: Raw -105776514.821109 + Penalty 82497.881712 = -105694016.939397
  nChanged 7976
Writing temp clu file 
Because OldScore, -105691872.326372, is greater than current (better) Score,-105694016.939397 
 Compute initial score before splitting:   Score: Raw -105776514.821109 + Penalty 82497.881712 = -105694016.939397
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64563.270000 sec): 2 clusters
  Score: Raw -52809.403441 + Penalty 1093.790441 = -51715.613000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64563.440000 sec): 3 clusters
  Score: Raw -53006.492895 + Penalty 2187.580883 = -50818.912013
  nChanged 331
		SP:Iteration 1F (64563.600000 sec): 3 clusters
  Score: Raw -54954.789409 + Penalty 2187.580883 = -52767.208526
  nChanged 111
		SP:Iteration 2F (64563.780000 sec): 3 clusters
  Score: Raw -56047.262926 + Penalty 2187.580883 = -53859.682043
  nChanged 44
		SP:Iteration 3F (64563.960000 sec): 3 clusters
  Score: Raw -56598.681756 + Penalty 2187.580883 = -54411.100873
  nChanged 30
		SP:Iteration 4Q (64564.140000 sec): 3 clusters
  Score: Raw -56833.031859 + Penalty 2187.580883 = -54645.450977
  nChanged 22
		SP:Iteration 5Q (64564.300000 sec): 3 clusters
  Score: Raw -56949.759457 + Penalty 2187.580883 = -54762.178575
  nChanged 13
		SP:Iteration 6Q (64564.460000 sec): 3 clusters
  Score: Raw -56984.851175 + Penalty 2187.580883 = -54797.270292
  nChanged 6
		SP:Iteration 7Q (64564.610000 sec): 3 clusters
  Score: Raw -56996.138196 + Penalty 2187.580883 = -54808.557314
  nChanged 1
		SP:Iteration 8Q (64564.770000 sec): 3 clusters
  Score: Raw -56997.983321 + Penalty 2187.580883 = -54810.402438
  nChanged 0
		SP:Iteration 9F (64564.940000 sec): 3 clusters
  Score: Raw -56997.983321 + Penalty 2187.580883 = -54810.402438
  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 6.54 GB.

 Trying to split cluster 2 (1417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64565.060000 sec): 2 clusters
  Score: Raw -143994.303271 + Penalty 1179.148301 = -142815.154969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64565.230000 sec): 3 clusters
  Score: Raw -143607.655956 + Penalty 2358.296603 = -141249.359353
  nChanged 497
		SP:Iteration 1F (64565.400000 sec): 3 clusters
  Score: Raw -144544.478171 + Penalty 2358.296603 = -142186.181568
  nChanged 191
		SP:Iteration 2F (64565.530000 sec): 3 clusters
  Score: Raw -145136.264929 + Penalty 2358.296603 = -142777.968326
  nChanged 134
		SP:Iteration 3F (64565.720000 sec): 3 clusters
  Score: Raw -145473.506461 + Penalty 2358.296603 = -143115.209858
  nChanged 76
		SP:Iteration 4F (64565.870000 sec): 3 clusters
  Score: Raw -145700.533543 + Penalty 2358.296603 = -143342.236940
  nChanged 64
		SP:Iteration 5Q (64566.010000 sec): 3 clusters
  Score: Raw -146139.118118 + Penalty 2358.296603 = -143780.821515
  nChanged 63
		SP:Iteration 6Q (64566.200000 sec): 3 clusters
  Score: Raw -146356.274918 + Penalty 2358.296603 = -143997.978315
  nChanged 39
		SP:Iteration 7Q (64566.380000 sec): 3 clusters
  Score: Raw -146426.357662 + Penalty 2358.296603 = -144068.061059
  nChanged 21
		SP:Iteration 8Q (64566.530000 sec): 3 clusters
  Score: Raw -146462.118810 + Penalty 2358.296603 = -144103.822207
  nChanged 9
		SP:Iteration 9Q (64566.720000 sec): 3 clusters
  Score: Raw -146470.913770 + Penalty 2358.296603 = -144112.617168
  nChanged 4
		SP:Iteration 10Q (64566.880000 sec): 3 clusters
  Score: Raw -146475.744338 + Penalty 2358.296603 = -144117.447735
  nChanged 4
		SP:Iteration 11Q (64567.040000 sec): 3 clusters
  Score: Raw -146482.057882 + Penalty 2358.296603 = -144123.761279
  nChanged 0
		SP:Iteration 12F (64567.250000 sec): 3 clusters
  Score: Raw -146486.426313 + Penalty 2358.296603 = -144128.129710
  nChanged 3
		SP:Iteration 13Q (64567.410000 sec): 3 clusters
  Score: Raw -146495.124436 + Penalty 2358.296603 = -144136.827834
  nChanged 3
		SP:Iteration 14Q (64567.620000 sec): 3 clusters
  Score: Raw -146496.946875 + Penalty 2358.296603 = -144138.650272
  nChanged 4
		SP:Iteration 15Q (64567.750000 sec): 3 clusters
  Score: Raw -146499.493452 + Penalty 2358.296603 = -144141.196849
  nChanged 2
		SP:Iteration 16Q (64567.960000 sec): 3 clusters
  Score: Raw -146501.475766 + Penalty 2358.296603 = -144143.179163
  nChanged 1
		SP:Iteration 17Q (64568.140000 sec): 3 clusters
  Score: Raw -146501.873196 + Penalty 2358.296603 = -144143.576593
  nChanged 0
		SP:Iteration 18F (64568.320000 sec): 3 clusters
  Score: Raw -146501.873196 + Penalty 2358.296603 = -144143.576593
  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 6.54 GB.

 Trying to split cluster 3 (1940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64568.440000 sec): 2 clusters
  Score: Raw -177212.789462 + Penalty 1230.197028 = -175982.592434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64568.640000 sec): 3 clusters
  Score: Raw -176601.582949 + Penalty 2460.394057 = -174141.188892
  nChanged 790
		SP:Iteration 1F (64568.790000 sec): 3 clusters
  Score: Raw -178444.441992 + Penalty 2460.394057 = -175984.047935
  nChanged 330
		SP:Iteration 2F (64568.930000 sec): 3 clusters
  Score: Raw -181140.864143 + Penalty 2460.394057 = -178680.470086
  nChanged 253
		SP:Iteration 3F (64569.130000 sec): 3 clusters
  Score: Raw -183965.053176 + Penalty 2460.394057 = -181504.659119
  nChanged 147
		SP:Iteration 4F (64569.280000 sec): 3 clusters
  Score: Raw -185175.408693 + Penalty 2460.394057 = -182715.014636
  nChanged 56
		SP:Iteration 5Q (64569.450000 sec): 3 clusters
  Score: Raw -185712.817902 + Penalty 2460.394057 = -183252.423845
  nChanged 22
		SP:Iteration 6Q (64569.620000 sec): 3 clusters
  Score: Raw -185865.270587 + Penalty 2460.394057 = -183404.876530
  nChanged 6
		SP:Iteration 7Q (64569.800000 sec): 3 clusters
  Score: Raw -185879.547174 + Penalty 2460.394057 = -183419.153117
  nChanged 2
		SP:Iteration 8Q (64569.970000 sec): 3 clusters
  Score: Raw -185908.284132 + Penalty 2460.394057 = -183447.890075
  nChanged 1
		SP:Iteration 9Q (64570.130000 sec): 3 clusters
  Score: Raw -185937.257272 + Penalty 2460.394057 = -183476.863215
  nChanged 2
		SP:Iteration 10Q (64570.340000 sec): 3 clusters
  Score: Raw -185947.820955 + Penalty 2460.394057 = -183487.426898
  nChanged 0
		SP:Iteration 11F (64570.560000 sec): 3 clusters
  Score: Raw -185947.820955 + Penalty 2460.394057 = -183487.426898
  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 6.54 GB.

 Trying to split cluster 4 (12924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64570.680000 sec): 2 clusters
  Score: Raw -1420909.252836 + Penalty 1538.361716 = -1419370.891120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64570.930000 sec): 3 clusters
  Score: Raw -1413461.613651 + Penalty 3076.723431 = -1410384.890220
  nChanged 5757
		SP:Iteration 1F (64571.180000 sec): 3 clusters
  Score: Raw -1417646.978758 + Penalty 3076.723431 = -1414570.255327
  nChanged 1428
		SP:Iteration 2F (64571.400000 sec): 3 clusters
  Score: Raw -1419955.220469 + Penalty 3076.723431 = -1416878.497038
  nChanged 1639
		SP:Iteration 3F (64571.630000 sec): 3 clusters
  Score: Raw -1422878.454246 + Penalty 3076.723431 = -1419801.730815
  nChanged 1454
		SP:Iteration 4F (64571.900000 sec): 3 clusters
  Score: Raw -1425207.182444 + Penalty 3076.723431 = -1422130.459013
  nChanged 943
		SP:Iteration 5F (64572.120000 sec): 3 clusters
  Score: Raw -1426302.523321 + Penalty 3076.723431 = -1423225.799890
  nChanged 544
		SP:Iteration 6Q (64572.330000 sec): 3 clusters
  Score: Raw -1426767.392377 + Penalty 3076.723431 = -1423690.668945
  nChanged 314
		SP:Iteration 7Q (64572.500000 sec): 3 clusters
  Score: Raw -1427003.800783 + Penalty 3076.723431 = -1423927.077352
  nChanged 277
		SP:Iteration 8Q (64572.720000 sec): 3 clusters
  Score: Raw -1427220.079235 + Penalty 3076.723431 = -1424143.355804
  nChanged 221
		SP:Iteration 9Q (64572.960000 sec): 3 clusters
  Score: Raw -1427435.991235 + Penalty 3076.723431 = -1424359.267804
  nChanged 223
		SP:Iteration 10Q (64573.140000 sec): 3 clusters
  Score: Raw -1427618.054669 + Penalty 3076.723431 = -1424541.331237
  nChanged 172
		SP:Iteration 11Q (64573.360000 sec): 3 clusters
  Score: Raw -1427728.573447 + Penalty 3076.723431 = -1424651.850015
  nChanged 137
		SP:Iteration 12Q (64573.580000 sec): 3 clusters
  Score: Raw -1427804.061038 + Penalty 3076.723431 = -1424727.337606
  nChanged 111
		SP:Iteration 13Q (64573.830000 sec): 3 clusters
  Score: Raw -1427847.673732 + Penalty 3076.723431 = -1424770.950300
  nChanged 68
		SP:Iteration 14Q (64574.030000 sec): 3 clusters
  Score: Raw -1427869.290418 + Penalty 3076.723431 = -1424792.566987
  nChanged 43
		SP:Iteration 15Q (64574.280000 sec): 3 clusters
  Score: Raw -1427880.524782 + Penalty 3076.723431 = -1424803.801351
  nChanged 29
		SP:Iteration 16Q (64574.520000 sec): 3 clusters
  Score: Raw -1427890.106314 + Penalty 3076.723431 = -1424813.382882
  nChanged 26
		SP:Iteration 17Q (64574.740000 sec): 3 clusters
  Score: Raw -1427898.784468 + Penalty 3076.723431 = -1424822.061037
  nChanged 23
		SP:Iteration 18Q (64574.940000 sec): 3 clusters
  Score: Raw -1427905.627100 + Penalty 3076.723431 = -1424828.903669
  nChanged 24
		SP:Iteration 19Q (64575.170000 sec): 3 clusters
  Score: Raw -1427913.968414 + Penalty 3076.723431 = -1424837.244983
  nChanged 24
		SP:Iteration 20F (64575.370000 sec): 3 clusters
  Score: Raw -1427952.035790 + Penalty 3076.723431 = -1424875.312359
  nChanged 27
		SP:Iteration 21Q (64575.590000 sec): 3 clusters
  Score: Raw -1427975.904542 + Penalty 3076.723431 = -1424899.181111
  nChanged 44
		SP:Iteration 22Q (64575.830000 sec): 3 clusters
  Score: Raw -1428009.179040 + Penalty 3076.723431 = -1424932.455608
  nChanged 55
		SP:Iteration 23Q (64576.050000 sec): 3 clusters
  Score: Raw -1428049.563290 + Penalty 3076.723431 = -1424972.839859
  nChanged 51
		SP:Iteration 24Q (64576.260000 sec): 3 clusters
  Score: Raw -1428123.414901 + Penalty 3076.723431 = -1425046.691469
  nChanged 70
		SP:Iteration 25Q (64576.500000 sec): 3 clusters
  Score: Raw -1428304.033456 + Penalty 3076.723431 = -1425227.310025
  nChanged 105
		SP:Iteration 26Q (64576.680000 sec): 3 clusters
  Score: Raw -1428558.483061 + Penalty 3076.723431 = -1425481.759630
  nChanged 104
		SP:Iteration 27Q (64576.920000 sec): 3 clusters
  Score: Raw -1428779.714548 + Penalty 3076.723431 = -1425702.991117
  nChanged 87
		SP:Iteration 28Q (64577.140000 sec): 3 clusters
  Score: Raw -1428904.962851 + Penalty 3076.723431 = -1425828.239419
  nChanged 61
		SP:Iteration 29Q (64577.400000 sec): 3 clusters
  Score: Raw -1428978.565767 + Penalty 3076.723431 = -1425901.842335
  nChanged 42
		SP:Iteration 30Q (64577.610000 sec): 3 clusters
  Score: Raw -1429017.506875 + Penalty 3076.723431 = -1425940.783443
  nChanged 43
		SP:Iteration 31Q (64577.870000 sec): 3 clusters
  Score: Raw -1429038.445840 + Penalty 3076.723431 = -1425961.722409
  nChanged 26
		SP:Iteration 32Q (64578.090000 sec): 3 clusters
  Score: Raw -1429060.210650 + Penalty 3076.723431 = -1425983.487219
  nChanged 24
		SP:Iteration 33Q (64578.310000 sec): 3 clusters
  Score: Raw -1429071.597480 + Penalty 3076.723431 = -1425994.874049
  nChanged 16
		SP:Iteration 34Q (64578.550000 sec): 3 clusters
  Score: Raw -1429075.343632 + Penalty 3076.723431 = -1425998.620201
  nChanged 12
		SP:Iteration 35Q (64578.770000 sec): 3 clusters
  Score: Raw -1429082.200267 + Penalty 3076.723431 = -1426005.476835
  nChanged 4
		SP:Iteration 36Q (64579.000000 sec): 3 clusters
  Score: Raw -1429084.031017 + Penalty 3076.723431 = -1426007.307585
  nChanged 3
		SP:Iteration 37Q (64579.230000 sec): 3 clusters
  Score: Raw -1429084.376390 + Penalty 3076.723431 = -1426007.652959
  nChanged 1
		SP:Iteration 38Q (64579.500000 sec): 3 clusters
  Score: Raw -1429084.416680 + Penalty 3076.723431 = -1426007.693249
  nChanged 0
		SP:Iteration 39F (64579.710000 sec): 3 clusters
  Score: Raw -1429115.400490 + Penalty 3076.723431 = -1426038.677059
  nChanged 10
		SP:Iteration 40F (64579.950000 sec): 3 clusters
  Score: Raw -1429126.359784 + Penalty 3076.723431 = -1426049.636352
  nChanged 17
		SP:Iteration 41Q (64580.150000 sec): 3 clusters
  Score: Raw -1429132.897641 + Penalty 3076.723431 = -1426056.174210
  nChanged 16
		SP:Iteration 42Q (64580.370000 sec): 3 clusters
  Score: Raw -1429137.596257 + Penalty 3076.723431 = -1426060.872826
  nChanged 10
		SP:Iteration 43Q (64580.580000 sec): 3 clusters
  Score: Raw -1429139.046308 + Penalty 3076.723431 = -1426062.322877
  nChanged 9
		SP:Iteration 44Q (64580.800000 sec): 3 clusters
  Score: Raw -1429139.684561 + Penalty 3076.723431 = -1426062.961129
  nChanged 7
		SP:Iteration 45Q (64581.030000 sec): 3 clusters
  Score: Raw -1429140.696067 + Penalty 3076.723431 = -1426063.972635
  nChanged 5
		SP:Iteration 46Q (64581.270000 sec): 3 clusters
  Score: Raw -1429141.377501 + Penalty 3076.723431 = -1426064.654070
  nChanged 8
		SP:Iteration 47Q (64581.510000 sec): 3 clusters
  Score: Raw -1429142.268181 + Penalty 3076.723431 = -1426065.544750
  nChanged 1
		SP:Iteration 48Q (64581.700000 sec): 3 clusters
  Score: Raw -1429142.383576 + Penalty 3076.723431 = -1426065.660145
  nChanged 0
		SP:Iteration 49F (64581.950000 sec): 3 clusters
  Score: Raw -1429142.383576 + Penalty 3076.723431 = -1426065.660145
  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 6.54 GB.

 Trying to split cluster 5 (68622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64582.350000 sec): 2 clusters
  Score: Raw -8464671.902408 + Penalty 1809.659875 = -8462862.242533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64582.790000 sec): 3 clusters
  Score: Raw -8420569.367930 + Penalty 3619.319750 = -8416950.048180
  nChanged 32517
		SP:Iteration 1F (64583.260000 sec): 3 clusters
  Score: Raw -8439918.700332 + Penalty 3619.319750 = -8436299.380582
  nChanged 3338
		SP:Iteration 2Q (64583.750000 sec): 3 clusters
  Score: Raw -8441230.626481 + Penalty 3619.319750 = -8437611.306731
  nChanged 3925
		SP:Iteration 3F (64584.260000 sec): 3 clusters
  Score: Raw -8443287.618839 + Penalty 3619.319750 = -8439668.299089
  nChanged 4781
		SP:Iteration 4F (64584.720000 sec): 3 clusters
  Score: Raw -8446433.670543 + Penalty 3619.319750 = -8442814.350793
  nChanged 5462
		SP:Iteration 5F (64585.170000 sec): 3 clusters
  Score: Raw -8450594.333635 + Penalty 3619.319750 = -8446975.013885
  nChanged 5210
		SP:Iteration 6F (64585.640000 sec): 3 clusters
  Score: Raw -8454795.276129 + Penalty 3619.319750 = -8451175.956379
  nChanged 4127
		SP:Iteration 7F (64586.090000 sec): 3 clusters
  Score: Raw -8458352.954482 + Penalty 3619.319750 = -8454733.634732
  nChanged 2826
		SP:Iteration 8Q (64586.560000 sec): 3 clusters
  Score: Raw -8461128.340308 + Penalty 3619.319750 = -8457509.020558
  nChanged 1851
		SP:Iteration 9Q (64587.060000 sec): 3 clusters
  Score: Raw -8463343.563653 + Penalty 3619.319750 = -8459724.243902
  nChanged 1206
		SP:Iteration 10Q (64587.550000 sec): 3 clusters
  Score: Raw -8465036.430245 + Penalty 3619.319750 = -8461417.110494
  nChanged 890
		SP:Iteration 11Q (64588.010000 sec): 3 clusters
  Score: Raw -8466199.784809 + Penalty 3619.319750 = -8462580.465059
  nChanged 761
		SP:Iteration 12Q (64588.460000 sec): 3 clusters
  Score: Raw -8466807.680757 + Penalty 3619.319750 = -8463188.361007
  nChanged 603
		SP:Iteration 13Q (64588.910000 sec): 3 clusters
  Score: Raw -8467150.479186 + Penalty 3619.319750 = -8463531.159435
  nChanged 546
		SP:Iteration 14Q (64589.340000 sec): 3 clusters
  Score: Raw -8467427.105018 + Penalty 3619.319750 = -8463807.785267
  nChanged 464
		SP:Iteration 15Q (64589.770000 sec): 3 clusters
  Score: Raw -8467630.732548 + Penalty 3619.319750 = -8464011.412798
  nChanged 442
		SP:Iteration 16Q (64590.250000 sec): 3 clusters
  Score: Raw -8467810.236343 + Penalty 3619.319750 = -8464190.916592
  nChanged 409
		SP:Iteration 17Q (64590.660000 sec): 3 clusters
  Score: Raw -8467975.547364 + Penalty 3619.319750 = -8464356.227613
  nChanged 436
		SP:Iteration 18Q (64591.080000 sec): 3 clusters
  Score: Raw -8468148.209646 + Penalty 3619.319750 = -8464528.889896
  nChanged 427
		SP:Iteration 19Q (64591.490000 sec): 3 clusters
  Score: Raw -8468291.247708 + Penalty 3619.319750 = -8464671.927958
  nChanged 404
		SP:Iteration 20F (64591.920000 sec): 3 clusters
  Score: Raw -8468418.172641 + Penalty 3619.319750 = -8464798.852891
  nChanged 401
		SP:Iteration 21Q (64592.340000 sec): 3 clusters
  Score: Raw -8468538.992570 + Penalty 3619.319750 = -8464919.672820
  nChanged 382
		SP:Iteration 22Q (64592.740000 sec): 3 clusters
  Score: Raw -8468642.475818 + Penalty 3619.319750 = -8465023.156068
  nChanged 351
		SP:Iteration 23Q (64593.170000 sec): 3 clusters
  Score: Raw -8468728.862459 + Penalty 3619.319750 = -8465109.542709
  nChanged 347
		SP:Iteration 24Q (64593.610000 sec): 3 clusters
  Score: Raw -8468813.174871 + Penalty 3619.319750 = -8465193.855121
  nChanged 343
		SP:Iteration 25Q (64594.020000 sec): 3 clusters
  Score: Raw -8468894.179582 + Penalty 3619.319750 = -8465274.859832
  nChanged 321
		SP:Iteration 26Q (64594.470000 sec): 3 clusters
  Score: Raw -8468965.619943 + Penalty 3619.319750 = -8465346.300192
  nChanged 307
		SP:Iteration 27Q (64594.900000 sec): 3 clusters
  Score: Raw -8469032.201124 + Penalty 3619.319750 = -8465412.881374
  nChanged 312
		SP:Iteration 28Q (64595.360000 sec): 3 clusters
  Score: Raw -8469099.888657 + Penalty 3619.319750 = -8465480.568907
  nChanged 293
		SP:Iteration 29Q (64595.860000 sec): 3 clusters
  Score: Raw -8469157.204794 + Penalty 3619.319750 = -8465537.885043
  nChanged 285
		SP:Iteration 30Q (64596.300000 sec): 3 clusters
  Score: Raw -8469212.051488 + Penalty 3619.319750 = -8465592.731738
  nChanged 274
		SP:Iteration 31Q (64596.740000 sec): 3 clusters
  Score: Raw -8469263.021222 + Penalty 3619.319750 = -8465643.701472
  nChanged 297
		SP:Iteration 32Q (64597.160000 sec): 3 clusters
  Score: Raw -8469319.184714 + Penalty 3619.319750 = -8465699.864964
  nChanged 300
		SP:Iteration 33Q (64597.560000 sec): 3 clusters
  Score: Raw -8469374.842385 + Penalty 3619.319750 = -8465755.522635
  nChanged 294
		SP:Iteration 34Q (64598.010000 sec): 3 clusters
  Score: Raw -8469428.723481 + Penalty 3619.319750 = -8465809.403730
  nChanged 290
		SP:Iteration 35Q (64598.440000 sec): 3 clusters
  Score: Raw -8469481.457416 + Penalty 3619.319750 = -8465862.137666
  nChanged 276
		SP:Iteration 36Q (64598.850000 sec): 3 clusters
  Score: Raw -8469526.173628 + Penalty 3619.319750 = -8465906.853878
  nChanged 258
		SP:Iteration 37Q (64599.300000 sec): 3 clusters
  Score: Raw -8469563.994884 + Penalty 3619.319750 = -8465944.675134
  nChanged 243
		SP:Iteration 38Q (64599.720000 sec): 3 clusters
  Score: Raw -8469601.497345 + Penalty 3619.319750 = -8465982.177595
  nChanged 251
		SP:Iteration 39Q (64600.130000 sec): 3 clusters
  Score: Raw -8469639.700538 + Penalty 3619.319750 = -8466020.380787
  nChanged 245
		SP:Iteration 40F (64600.620000 sec): 3 clusters
  Score: Raw -8469677.452747 + Penalty 3619.319750 = -8466058.132997
  nChanged 235
		SP:Iteration 41Q (64601.040000 sec): 3 clusters
  Score: Raw -8469708.367388 + Penalty 3619.319750 = -8466089.047638
  nChanged 210
		SP:Iteration 42Q (64601.470000 sec): 3 clusters
  Score: Raw -8469732.902589 + Penalty 3619.319750 = -8466113.582838
  nChanged 185
		SP:Iteration 43Q (64601.900000 sec): 3 clusters
  Score: Raw -8469752.268072 + Penalty 3619.319750 = -8466132.948321
  nChanged 156
		SP:Iteration 44Q (64602.340000 sec): 3 clusters
  Score: Raw -8469768.613240 + Penalty 3619.319750 = -8466149.293490
  nChanged 171
		SP:Iteration 45Q (64602.810000 sec): 3 clusters
  Score: Raw -8469785.290343 + Penalty 3619.319750 = -8466165.970593
  nChanged 126
		SP:Iteration 46Q (64603.230000 sec): 3 clusters
  Score: Raw -8469795.652606 + Penalty 3619.319750 = -8466176.332856
  nChanged 120
		SP:Iteration 47Q (64603.700000 sec): 3 clusters
  Score: Raw -8469804.775380 + Penalty 3619.319750 = -8466185.455630
  nChanged 110
		SP:Iteration 48Q (64604.170000 sec): 3 clusters
  Score: Raw -8469811.721859 + Penalty 3619.319750 = -8466192.402109
  nChanged 93
		SP:Iteration 49Q (64604.630000 sec): 3 clusters
  Score: Raw -8469817.948014 + Penalty 3619.319750 = -8466198.628264
  nChanged 85
		SP:Iteration 50Q (64605.060000 sec): 3 clusters
  Score: Raw -8469823.147250 + Penalty 3619.319750 = -8466203.827500
  nChanged 99
		SP:Iteration 51Q (64605.470000 sec): 3 clusters
  Score: Raw -8469830.078623 + Penalty 3619.319750 = -8466210.758873
  nChanged 101
		SP:Iteration 52Q (64605.910000 sec): 3 clusters
  Score: Raw -8469836.109148 + Penalty 3619.319750 = -8466216.789398
  nChanged 83
		SP:Iteration 53Q (64606.340000 sec): 3 clusters
  Score: Raw -8469840.917120 + Penalty 3619.319750 = -8466221.597370
  nChanged 65
		SP:Iteration 54Q (64606.800000 sec): 3 clusters
  Score: Raw -8469844.515225 + Penalty 3619.319750 = -8466225.195475
  nChanged 54
		SP:Iteration 55Q (64607.200000 sec): 3 clusters
  Score: Raw -8469846.975115 + Penalty 3619.319750 = -8466227.655365
  nChanged 40
		SP:Iteration 56Q (64607.630000 sec): 3 clusters
  Score: Raw -8469848.998579 + Penalty 3619.319750 = -8466229.678829
  nChanged 39
		SP:Iteration 57Q (64608.080000 sec): 3 clusters
  Score: Raw -8469850.664973 + Penalty 3619.319750 = -8466231.345223
  nChanged 38
		SP:Iteration 58Q (64608.510000 sec): 3 clusters
  Score: Raw -8469852.038383 + Penalty 3619.319750 = -8466232.718633
  nChanged 34
		SP:Iteration 59Q (64608.960000 sec): 3 clusters
  Score: Raw -8469853.630491 + Penalty 3619.319750 = -8466234.310740
  nChanged 41
		SP:Iteration 60F (64609.390000 sec): 3 clusters
  Score: Raw -8469855.174023 + Penalty 3619.319750 = -8466235.854273
  nChanged 34
		SP:Iteration 61Q (64609.840000 sec): 3 clusters
  Score: Raw -8469856.486845 + Penalty 3619.319750 = -8466237.167095
  nChanged 30
		SP:Iteration 62Q (64610.300000 sec): 3 clusters
  Score: Raw -8469857.591593 + Penalty 3619.319750 = -8466238.271843
  nChanged 30
		SP:Iteration 63Q (64610.740000 sec): 3 clusters
  Score: Raw -8469858.563167 + Penalty 3619.319750 = -8466239.243417
  nChanged 22
		SP:Iteration 64Q (64611.200000 sec): 3 clusters
  Score: Raw -8469859.189277 + Penalty 3619.319750 = -8466239.869527
  nChanged 15
		SP:Iteration 65Q (64611.620000 sec): 3 clusters
  Score: Raw -8469859.667393 + Penalty 3619.319750 = -8466240.347643
  nChanged 17
		SP:Iteration 66Q (64612.080000 sec): 3 clusters
  Score: Raw -8469860.132558 + Penalty 3619.319750 = -8466240.812808
  nChanged 12
		SP:Iteration 67Q (64612.560000 sec): 3 clusters
  Score: Raw -8469860.397179 + Penalty 3619.319750 = -8466241.077429
  nChanged 11
		SP:Iteration 68Q (64613.020000 sec): 3 clusters
  Score: Raw -8469860.613032 + Penalty 3619.319750 = -8466241.293282
  nChanged 13
		SP:Iteration 69Q (64613.470000 sec): 3 clusters
  Score: Raw -8469860.922165 + Penalty 3619.319750 = -8466241.602415
  nChanged 7
		SP:Iteration 70Q (64613.910000 sec): 3 clusters
  Score: Raw -8469861.109626 + Penalty 3619.319750 = -8466241.789876
  nChanged 10
		SP:Iteration 71Q (64614.390000 sec): 3 clusters
  Score: Raw -8469861.383265 + Penalty 3619.319750 = -8466242.063515
  nChanged 11
		SP:Iteration 72Q (64614.870000 sec): 3 clusters
  Score: Raw -8469861.655780 + Penalty 3619.319750 = -8466242.336030
  nChanged 8
		SP:Iteration 73Q (64615.320000 sec): 3 clusters
  Score: Raw -8469861.852610 + Penalty 3619.319750 = -8466242.532860
  nChanged 11
		SP:Iteration 74Q (64615.750000 sec): 3 clusters
  Score: Raw -8469862.051526 + Penalty 3619.319750 = -8466242.731776
  nChanged 6
		SP:Iteration 75Q (64616.160000 sec): 3 clusters
  Score: Raw -8469862.222085 + Penalty 3619.319750 = -8466242.902335
  nChanged 7
		SP:Iteration 76Q (64616.620000 sec): 3 clusters
  Score: Raw -8469862.344774 + Penalty 3619.319750 = -8466243.025024
  nChanged 3
		SP:Iteration 77Q (64617.060000 sec): 3 clusters
  Score: Raw -8469862.399237 + Penalty 3619.319750 = -8466243.079487
  nChanged 1
		SP:Iteration 78Q (64617.550000 sec): 3 clusters
  Score: Raw -8469862.419246 + Penalty 3619.319750 = -8466243.099496
  nChanged 1
		SP:Iteration 79Q (64618.010000 sec): 3 clusters
  Score: Raw -8469862.424828 + Penalty 3619.319750 = -8466243.105078
  nChanged 0
		SP:Iteration 80F (64618.460000 sec): 3 clusters
  Score: Raw -8469862.424828 + Penalty 3619.319750 = -8466243.105078
  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 6.54 GB.

 Trying to split cluster 6 (2935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64618.590000 sec): 2 clusters
  Score: Raw -333100.976725 + Penalty 1297.475194 = -331803.501531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64618.800000 sec): 3 clusters
  Score: Raw -331760.381227 + Penalty 2594.950388 = -329165.430839
  nChanged 1110
		SP:Iteration 1F (64618.970000 sec): 3 clusters
  Score: Raw -332758.120612 + Penalty 2594.950388 = -330163.170224
  nChanged 359
		SP:Iteration 2F (64619.150000 sec): 3 clusters
  Score: Raw -333313.602204 + Penalty 2594.950388 = -330718.651816
  nChanged 283
		SP:Iteration 3F (64619.340000 sec): 3 clusters
  Score: Raw -333791.272868 + Penalty 2594.950388 = -331196.322480
  nChanged 222
		SP:Iteration 4F (64619.530000 sec): 3 clusters
  Score: Raw -334078.302276 + Penalty 2594.950388 = -331483.351888
  nChanged 173
		SP:Iteration 5F (64619.700000 sec): 3 clusters
  Score: Raw -334263.434586 + Penalty 2594.950388 = -331668.484198
  nChanged 119
		SP:Iteration 6Q (64619.830000 sec): 3 clusters
  Score: Raw -334398.750036 + Penalty 2594.950388 = -331803.799648
  nChanged 96
		SP:Iteration 7Q (64620.030000 sec): 3 clusters
  Score: Raw -334524.487150 + Penalty 2594.950388 = -331929.536762
  nChanged 73
		SP:Iteration 8Q (64620.200000 sec): 3 clusters
  Score: Raw -334643.098690 + Penalty 2594.950388 = -332048.148302
  nChanged 61
		SP:Iteration 9Q (64620.370000 sec): 3 clusters
  Score: Raw -334736.667097 + Penalty 2594.950388 = -332141.716709
  nChanged 47
		SP:Iteration 10Q (64620.560000 sec): 3 clusters
  Score: Raw -334790.595065 + Penalty 2594.950388 = -332195.644677
  nChanged 34
		SP:Iteration 11Q (64620.750000 sec): 3 clusters
  Score: Raw -334817.213722 + Penalty 2594.950388 = -332222.263334
  nChanged 26
		SP:Iteration 12Q (64620.900000 sec): 3 clusters
  Score: Raw -334830.524678 + Penalty 2594.950388 = -332235.574290
  nChanged 12
		SP:Iteration 13Q (64621.060000 sec): 3 clusters
  Score: Raw -334840.247834 + Penalty 2594.950388 = -332245.297446
  nChanged 13
		SP:Iteration 14Q (64621.250000 sec): 3 clusters
  Score: Raw -334851.061563 + Penalty 2594.950388 = -332256.111175
  nChanged 11
		SP:Iteration 15Q (64621.440000 sec): 3 clusters
  Score: Raw -334855.109712 + Penalty 2594.950388 = -332260.159324
  nChanged 9
		SP:Iteration 16Q (64621.620000 sec): 3 clusters
  Score: Raw -334859.358187 + Penalty 2594.950388 = -332264.407799
  nChanged 5
		SP:Iteration 17Q (64621.810000 sec): 3 clusters
  Score: Raw -334861.474168 + Penalty 2594.950388 = -332266.523780
  nChanged 6
		SP:Iteration 18Q (64621.970000 sec): 3 clusters
  Score: Raw -334863.482210 + Penalty 2594.950388 = -332268.531822
  nChanged 5
		SP:Iteration 19Q (64622.150000 sec): 3 clusters
  Score: Raw -334865.672348 + Penalty 2594.950388 = -332270.721960
  nChanged 1
		SP:Iteration 20F (64622.360000 sec): 3 clusters
  Score: Raw -334865.824141 + Penalty 2594.950388 = -332270.873753
  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 6.54 GB.

 Trying to split cluster 7 (31127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64622.610000 sec): 2 clusters
  Score: Raw -3418320.408580 + Penalty 1681.197519 = -3416639.211061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64622.950000 sec): 3 clusters
  Score: Raw -3399231.177786 + Penalty 3362.395039 = -3395868.782747
  nChanged 14529
		SP:Iteration 1F (64623.270000 sec): 3 clusters
  Score: Raw -3411217.576698 + Penalty 3362.395039 = -3407855.181659
  nChanged 3510
		SP:Iteration 2F (64623.620000 sec): 3 clusters
  Score: Raw -3415018.329423 + Penalty 3362.395039 = -3411655.934384
  nChanged 3321
		SP:Iteration 3F (64623.970000 sec): 3 clusters
  Score: Raw -3418118.370707 + Penalty 3362.395039 = -3414755.975668
  nChanged 2599
		SP:Iteration 4F (64624.320000 sec): 3 clusters
  Score: Raw -3420540.087148 + Penalty 3362.395039 = -3417177.692109
  nChanged 1891
		SP:Iteration 5F (64624.630000 sec): 3 clusters
  Score: Raw -3422285.569382 + Penalty 3362.395039 = -3418923.174343
  nChanged 1229
		SP:Iteration 6Q (64624.930000 sec): 3 clusters
  Score: Raw -3423271.479077 + Penalty 3362.395039 = -3419909.084038
  nChanged 750
		SP:Iteration 7Q (64625.200000 sec): 3 clusters
  Score: Raw -3423771.175278 + Penalty 3362.395039 = -3420408.780239
  nChanged 514
		SP:Iteration 8Q (64625.490000 sec): 3 clusters
  Score: Raw -3424100.070785 + Penalty 3362.395039 = -3420737.675747
  nChanged 382
		SP:Iteration 9Q (64625.790000 sec): 3 clusters
  Score: Raw -3424293.381143 + Penalty 3362.395039 = -3420930.986105
  nChanged 263
		SP:Iteration 10Q (64626.110000 sec): 3 clusters
  Score: Raw -3424386.517635 + Penalty 3362.395039 = -3421024.122596
  nChanged 198
		SP:Iteration 11Q (64626.420000 sec): 3 clusters
  Score: Raw -3424450.991026 + Penalty 3362.395039 = -3421088.595988
  nChanged 161
		SP:Iteration 12Q (64626.710000 sec): 3 clusters
  Score: Raw -3424503.877330 + Penalty 3362.395039 = -3421141.482291
  nChanged 115
		SP:Iteration 13Q (64626.970000 sec): 3 clusters
  Score: Raw -3424537.324617 + Penalty 3362.395039 = -3421174.929578
  nChanged 99
		SP:Iteration 14Q (64627.270000 sec): 3 clusters
  Score: Raw -3424564.716672 + Penalty 3362.395039 = -3421202.321633
  nChanged 96
		SP:Iteration 15Q (64627.560000 sec): 3 clusters
  Score: Raw -3424592.025831 + Penalty 3362.395039 = -3421229.630792
  nChanged 98
		SP:Iteration 16Q (64627.870000 sec): 3 clusters
  Score: Raw -3424621.943058 + Penalty 3362.395039 = -3421259.548019
  nChanged 88
		SP:Iteration 17Q (64628.160000 sec): 3 clusters
  Score: Raw -3424648.627706 + Penalty 3362.395039 = -3421286.232667
  nChanged 70
		SP:Iteration 18Q (64628.430000 sec): 3 clusters
  Score: Raw -3424663.705718 + Penalty 3362.395039 = -3421301.310679
  nChanged 51
		SP:Iteration 19Q (64628.710000 sec): 3 clusters
  Score: Raw -3424671.587067 + Penalty 3362.395039 = -3421309.192029
  nChanged 37
		SP:Iteration 20F (64628.970000 sec): 3 clusters
  Score: Raw -3424676.916054 + Penalty 3362.395039 = -3421314.521015
  nChanged 45
		SP:Iteration 21Q (64629.290000 sec): 3 clusters
  Score: Raw -3424683.645583 + Penalty 3362.395039 = -3421321.250544
  nChanged 38
		SP:Iteration 22Q (64629.620000 sec): 3 clusters
  Score: Raw -3424688.327232 + Penalty 3362.395039 = -3421325.932194
  nChanged 29
		SP:Iteration 23Q (64629.890000 sec): 3 clusters
  Score: Raw -3424691.266590 + Penalty 3362.395039 = -3421328.871551
  nChanged 26
		SP:Iteration 24Q (64630.180000 sec): 3 clusters
  Score: Raw -3424694.544475 + Penalty 3362.395039 = -3421332.149436
  nChanged 21
		SP:Iteration 25Q (64630.480000 sec): 3 clusters
  Score: Raw -3424697.392092 + Penalty 3362.395039 = -3421334.997053
  nChanged 19
		SP:Iteration 26Q (64630.750000 sec): 3 clusters
  Score: Raw -3424699.321330 + Penalty 3362.395039 = -3421336.926291
  nChanged 16
		SP:Iteration 27Q (64631.070000 sec): 3 clusters
  Score: Raw -3424700.577861 + Penalty 3362.395039 = -3421338.182822
  nChanged 12
		SP:Iteration 28Q (64631.350000 sec): 3 clusters
  Score: Raw -3424701.778312 + Penalty 3362.395039 = -3421339.383273
  nChanged 8
		SP:Iteration 29Q (64631.650000 sec): 3 clusters
  Score: Raw -3424702.373446 + Penalty 3362.395039 = -3421339.978407
  nChanged 7
		SP:Iteration 30Q (64631.980000 sec): 3 clusters
  Score: Raw -3424702.744955 + Penalty 3362.395039 = -3421340.349916
  nChanged 5
		SP:Iteration 31Q (64632.290000 sec): 3 clusters
  Score: Raw -3424703.042378 + Penalty 3362.395039 = -3421340.647339
  nChanged 3
		SP:Iteration 32Q (64632.600000 sec): 3 clusters
  Score: Raw -3424703.288853 + Penalty 3362.395039 = -3421340.893814
  nChanged 3
		SP:Iteration 33Q (64632.930000 sec): 3 clusters
  Score: Raw -3424703.448673 + Penalty 3362.395039 = -3421341.053635
  nChanged 3
		SP:Iteration 34Q (64633.240000 sec): 3 clusters
  Score: Raw -3424703.553397 + Penalty 3362.395039 = -3421341.158358
  nChanged 2
		SP:Iteration 35Q (64633.490000 sec): 3 clusters
  Score: Raw -3424703.631769 + Penalty 3362.395039 = -3421341.236731
  nChanged 0
		SP:Iteration 36F (64633.810000 sec): 3 clusters
  Score: Raw -3424703.631769 + Penalty 3362.395039 = -3421341.236731
  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 6.54 GB.

 Trying to split cluster 8 (25020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64634.050000 sec): 2 clusters
  Score: Raw -3086134.907337 + Penalty 1645.707502 = -3084489.199835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64634.330000 sec): 3 clusters
  Score: Raw -3070864.783536 + Penalty 3291.415005 = -3067573.368532
  nChanged 11431
		SP:Iteration 1F (64634.620000 sec): 3 clusters
  Score: Raw -3077295.759326 + Penalty 3291.415005 = -3074004.344321
  nChanged 1397
		SP:Iteration 2F (64634.900000 sec): 3 clusters
  Score: Raw -3077955.422492 + Penalty 3291.415005 = -3074664.007488
  nChanged 1446
		SP:Iteration 3F (64635.170000 sec): 3 clusters
  Score: Raw -3078755.528718 + Penalty 3291.415005 = -3075464.113714
  nChanged 1557
		SP:Iteration 4F (64635.440000 sec): 3 clusters
  Score: Raw -3079671.009892 + Penalty 3291.415005 = -3076379.594888
  nChanged 1618
		SP:Iteration 5F (64635.740000 sec): 3 clusters
  Score: Raw -3080707.794024 + Penalty 3291.415005 = -3077416.379019
  nChanged 1562
		SP:Iteration 6F (64636.000000 sec): 3 clusters
  Score: Raw -3081685.472378 + Penalty 3291.415005 = -3078394.057373
  nChanged 1369
		SP:Iteration 7F (64636.310000 sec): 3 clusters
  Score: Raw -3082537.693402 + Penalty 3291.415005 = -3079246.278397
  nChanged 1212
		SP:Iteration 8Q (64636.590000 sec): 3 clusters
  Score: Raw -3083238.246712 + Penalty 3291.415005 = -3079946.831708
  nChanged 1019
		SP:Iteration 9Q (64636.870000 sec): 3 clusters
  Score: Raw -3083723.357982 + Penalty 3291.415005 = -3080431.942977
  nChanged 819
		SP:Iteration 10Q (64637.160000 sec): 3 clusters
  Score: Raw -3084062.994282 + Penalty 3291.415005 = -3080771.579277
  nChanged 659
		SP:Iteration 11Q (64637.440000 sec): 3 clusters
  Score: Raw -3084304.316389 + Penalty 3291.415005 = -3081012.901384
  nChanged 504
		SP:Iteration 12Q (64637.730000 sec): 3 clusters
  Score: Raw -3084459.942451 + Penalty 3291.415005 = -3081168.527447
  nChanged 405
		SP:Iteration 13Q (64638.050000 sec): 3 clusters
  Score: Raw -3084561.458036 + Penalty 3291.415005 = -3081270.043032
  nChanged 314
		SP:Iteration 14Q (64638.360000 sec): 3 clusters
  Score: Raw -3084631.764963 + Penalty 3291.415005 = -3081340.349958
  nChanged 279
		SP:Iteration 15Q (64638.620000 sec): 3 clusters
  Score: Raw -3084692.748021 + Penalty 3291.415005 = -3081401.333016
  nChanged 255
		SP:Iteration 16Q (64638.930000 sec): 3 clusters
  Score: Raw -3084749.435456 + Penalty 3291.415005 = -3081458.020451
  nChanged 242
		SP:Iteration 17Q (64639.180000 sec): 3 clusters
  Score: Raw -3084795.144957 + Penalty 3291.415005 = -3081503.729952
  nChanged 207
		SP:Iteration 18Q (64639.500000 sec): 3 clusters
  Score: Raw -3084840.712157 + Penalty 3291.415005 = -3081549.297152
  nChanged 232
		SP:Iteration 19Q (64639.790000 sec): 3 clusters
  Score: Raw -3084896.571170 + Penalty 3291.415005 = -3081605.156165
  nChanged 249
		SP:Iteration 20F (64640.090000 sec): 3 clusters
  Score: Raw -3084963.487173 + Penalty 3291.415005 = -3081672.072168
  nChanged 286
		SP:Iteration 21Q (64640.310000 sec): 3 clusters
  Score: Raw -3085051.483643 + Penalty 3291.415005 = -3081760.068638
  nChanged 311
		SP:Iteration 22Q (64640.600000 sec): 3 clusters
  Score: Raw -3085163.467532 + Penalty 3291.415005 = -3081872.052527
  nChanged 353
		SP:Iteration 23Q (64640.910000 sec): 3 clusters
  Score: Raw -3085314.734872 + Penalty 3291.415005 = -3082023.319867
  nChanged 422
		SP:Iteration 24Q (64641.200000 sec): 3 clusters
  Score: Raw -3085557.156196 + Penalty 3291.415005 = -3082265.741191
  nChanged 533
		SP:Iteration 25Q (64641.480000 sec): 3 clusters
  Score: Raw -3085975.511707 + Penalty 3291.415005 = -3082684.096702
  nChanged 713
		SP:Iteration 26Q (64641.760000 sec): 3 clusters
  Score: Raw -3086680.672530 + Penalty 3291.415005 = -3083389.257525
  nChanged 842
		SP:Iteration 27Q (64642.060000 sec): 3 clusters
  Score: Raw -3087659.088515 + Penalty 3291.415005 = -3084367.673511
  nChanged 857
		SP:Iteration 28Q (64642.320000 sec): 3 clusters
  Score: Raw -3088512.273394 + Penalty 3291.415005 = -3085220.858389
  nChanged 723
		SP:Iteration 29Q (64642.630000 sec): 3 clusters
  Score: Raw -3088947.017194 + Penalty 3291.415005 = -3085655.602189
  nChanged 498
		SP:Iteration 30Q (64642.890000 sec): 3 clusters
  Score: Raw -3089220.455074 + Penalty 3291.415005 = -3085929.040070
  nChanged 400
		SP:Iteration 31Q (64643.150000 sec): 3 clusters
  Score: Raw -3089452.895750 + Penalty 3291.415005 = -3086161.480745
  nChanged 325
		SP:Iteration 32Q (64643.410000 sec): 3 clusters
  Score: Raw -3089663.619593 + Penalty 3291.415005 = -3086372.204588
  nChanged 333
		SP:Iteration 33Q (64643.660000 sec): 3 clusters
  Score: Raw -3089941.836195 + Penalty 3291.415005 = -3086650.421190
  nChanged 326
		SP:Iteration 34Q (64643.950000 sec): 3 clusters
  Score: Raw -3090291.211693 + Penalty 3291.415005 = -3086999.796688
  nChanged 325
		SP:Iteration 35Q (64644.220000 sec): 3 clusters
  Score: Raw -3090699.017032 + Penalty 3291.415005 = -3087407.602027
  nChanged 281
		SP:Iteration 36Q (64644.490000 sec): 3 clusters
  Score: Raw -3091039.441065 + Penalty 3291.415005 = -3087748.026060
  nChanged 251
		SP:Iteration 37Q (64644.730000 sec): 3 clusters
  Score: Raw -3091288.012456 + Penalty 3291.415005 = -3087996.597451
  nChanged 203
		SP:Iteration 38Q (64645.030000 sec): 3 clusters
  Score: Raw -3091443.471241 + Penalty 3291.415005 = -3088152.056236
  nChanged 134
		SP:Iteration 39Q (64645.280000 sec): 3 clusters
  Score: Raw -3091551.731898 + Penalty 3291.415005 = -3088260.316893
  nChanged 102
		SP:Iteration 40F (64645.570000 sec): 3 clusters
  Score: Raw -3091643.498620 + Penalty 3291.415005 = -3088352.083615
  nChanged 77
		SP:Iteration 41Q (64645.810000 sec): 3 clusters
  Score: Raw -3091680.415051 + Penalty 3291.415005 = -3088389.000046
  nChanged 59
		SP:Iteration 42Q (64646.100000 sec): 3 clusters
  Score: Raw -3091696.001185 + Penalty 3291.415005 = -3088404.586181
  nChanged 37
		SP:Iteration 43Q (64646.330000 sec): 3 clusters
  Score: Raw -3091702.625120 + Penalty 3291.415005 = -3088411.210115
  nChanged 26
		SP:Iteration 44Q (64646.620000 sec): 3 clusters
  Score: Raw -3091707.482000 + Penalty 3291.415005 = -3088416.066996
  nChanged 20
		SP:Iteration 45Q (64646.860000 sec): 3 clusters
  Score: Raw -3091709.990414 + Penalty 3291.415005 = -3088418.575410
  nChanged 10
		SP:Iteration 46Q (64647.140000 sec): 3 clusters
  Score: Raw -3091710.893092 + Penalty 3291.415005 = -3088419.478087
  nChanged 8
		SP:Iteration 47Q (64647.430000 sec): 3 clusters
  Score: Raw -3091711.526002 + Penalty 3291.415005 = -3088420.110997
  nChanged 7
		SP:Iteration 48Q (64647.710000 sec): 3 clusters
  Score: Raw -3091712.132421 + Penalty 3291.415005 = -3088420.717417
  nChanged 5
		SP:Iteration 49Q (64647.980000 sec): 3 clusters
  Score: Raw -3091712.501723 + Penalty 3291.415005 = -3088421.086718
  nChanged 2
		SP:Iteration 50Q (64648.220000 sec): 3 clusters
  Score: Raw -3091712.723573 + Penalty 3291.415005 = -3088421.308568
  nChanged 6
		SP:Iteration 51Q (64648.490000 sec): 3 clusters
  Score: Raw -3091713.217234 + Penalty 3291.415005 = -3088421.802229
  nChanged 3
		SP:Iteration 52Q (64648.820000 sec): 3 clusters
  Score: Raw -3091713.416122 + Penalty 3291.415005 = -3088422.001117
  nChanged 2
		SP:Iteration 53Q (64649.050000 sec): 3 clusters
  Score: Raw -3091713.558555 + Penalty 3291.415005 = -3088422.143550
  nChanged 1
		SP:Iteration 54Q (64649.350000 sec): 3 clusters
  Score: Raw -3091713.642611 + Penalty 3291.415005 = -3088422.227606
  nChanged 1
		SP:Iteration 55Q (64649.570000 sec): 3 clusters
  Score: Raw -3091713.699527 + Penalty 3291.415005 = -3088422.284522
  nChanged 1
		SP:Iteration 56Q (64649.850000 sec): 3 clusters
  Score: Raw -3091713.739658 + Penalty 3291.415005 = -3088422.324653
  nChanged 1
		SP:Iteration 57Q (64650.130000 sec): 3 clusters
  Score: Raw -3091713.783147 + Penalty 3291.415005 = -3088422.368142
  nChanged 1
		SP:Iteration 58Q (64650.390000 sec): 3 clusters
  Score: Raw -3091713.896622 + Penalty 3291.415005 = -3088422.481617
  nChanged 2
		SP:Iteration 59Q (64650.630000 sec): 3 clusters
  Score: Raw -3091714.037803 + Penalty 3291.415005 = -3088422.622798
  nChanged 1
		SP:Iteration 60F (64650.900000 sec): 3 clusters
  Score: Raw -3091714.113244 + Penalty 3291.415005 = -3088422.698239
  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 6.54 GB.

 Trying to split cluster 9 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64651.010000 sec): 2 clusters
  Score: Raw -311560.327579 + Penalty 1289.881413 = -310270.446166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64651.230000 sec): 3 clusters
  Score: Raw -310269.228279 + Penalty 2579.762827 = -307689.465452
  nChanged 1076
		SP:Iteration 1F (64651.410000 sec): 3 clusters
  Score: Raw -311095.980296 + Penalty 2579.762827 = -308516.217469
  nChanged 308
		SP:Iteration 2F (64651.620000 sec): 3 clusters
  Score: Raw -311543.649004 + Penalty 2579.762827 = -308963.886177
  nChanged 269
		SP:Iteration 3F (64651.780000 sec): 3 clusters
  Score: Raw -312054.659623 + Penalty 2579.762827 = -309474.896796
  nChanged 293
		SP:Iteration 4F (64651.960000 sec): 3 clusters
  Score: Raw -312588.435207 + Penalty 2579.762827 = -310008.672380
  nChanged 240
		SP:Iteration 5F (64652.130000 sec): 3 clusters
  Score: Raw -313064.760692 + Penalty 2579.762827 = -310484.997865
  nChanged 167
		SP:Iteration 6F (64652.310000 sec): 3 clusters
  Score: Raw -313351.288307 + Penalty 2579.762827 = -310771.525480
  nChanged 95
		SP:Iteration 7Q (64652.490000 sec): 3 clusters
  Score: Raw -313484.999710 + Penalty 2579.762827 = -310905.236883
  nChanged 61
		SP:Iteration 8Q (64652.660000 sec): 3 clusters
  Score: Raw -313582.918702 + Penalty 2579.762827 = -311003.155875
  nChanged 45
		SP:Iteration 9Q (64652.820000 sec): 3 clusters
  Score: Raw -313650.127586 + Penalty 2579.762827 = -311070.364759
  nChanged 35
		SP:Iteration 10Q (64652.970000 sec): 3 clusters
  Score: Raw -313680.305394 + Penalty 2579.762827 = -311100.542567
  nChanged 18
		SP:Iteration 11Q (64653.170000 sec): 3 clusters
  Score: Raw -313701.425615 + Penalty 2579.762827 = -311121.662788
  nChanged 20
		SP:Iteration 12Q (64653.320000 sec): 3 clusters
  Score: Raw -313710.546039 + Penalty 2579.762827 = -311130.783212
  nChanged 6
		SP:Iteration 13Q (64653.510000 sec): 3 clusters
  Score: Raw -313713.758731 + Penalty 2579.762827 = -311133.995904
  nChanged 8
		SP:Iteration 14Q (64653.720000 sec): 3 clusters
  Score: Raw -313716.962758 + Penalty 2579.762827 = -311137.199931
  nChanged 5
		SP:Iteration 15Q (64653.900000 sec): 3 clusters
  Score: Raw -313720.435421 + Penalty 2579.762827 = -311140.672594
  nChanged 4
		SP:Iteration 16Q (64654.040000 sec): 3 clusters
  Score: Raw -313722.635542 + Penalty 2579.762827 = -311142.872715
  nChanged 4
		SP:Iteration 17Q (64654.230000 sec): 3 clusters
  Score: Raw -313724.279501 + Penalty 2579.762827 = -311144.516674
  nChanged 4
		SP:Iteration 18Q (64654.420000 sec): 3 clusters
  Score: Raw -313726.195835 + Penalty 2579.762827 = -311146.433008
  nChanged 0
		SP:Iteration 19F (64654.590000 sec): 3 clusters
  Score: Raw -313726.802000 + Penalty 2579.762827 = -311147.039173
  nChanged 1
		SP:Iteration 20F (64654.790000 sec): 3 clusters
  Score: Raw -313728.763206 + Penalty 2579.762827 = -311149.000379
  nChanged 2
		SP:Iteration 21Q (64654.940000 sec): 3 clusters
  Score: Raw -313730.117879 + Penalty 2579.762827 = -311150.355052
  nChanged 1
		SP:Iteration 22Q (64655.090000 sec): 3 clusters
  Score: Raw -313730.739652 + Penalty 2579.762827 = -311150.976825
  nChanged 2
		SP:Iteration 23Q (64655.300000 sec): 3 clusters
  Score: Raw -313732.832725 + Penalty 2579.762827 = -311153.069898
  nChanged 5
		SP:Iteration 24Q (64655.470000 sec): 3 clusters
  Score: Raw -313735.672183 + Penalty 2579.762827 = -311155.909356
  nChanged 2
		SP:Iteration 25Q (64655.680000 sec): 3 clusters
  Score: Raw -313736.383152 + Penalty 2579.762827 = -311156.620325
  nChanged 1
		SP:Iteration 26Q (64655.870000 sec): 3 clusters
  Score: Raw -313736.551806 + Penalty 2579.762827 = -311156.788979
  nChanged 0
		SP:Iteration 27F (64656.040000 sec): 3 clusters
  Score: Raw -313736.551806 + Penalty 2579.762827 = -311156.788979
  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 6.54 GB.

 Trying to split cluster 10 (9016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64656.140000 sec): 2 clusters
  Score: Raw -1089438.850989 + Penalty 1479.847859 = -1087959.003130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64656.390000 sec): 3 clusters
  Score: Raw -1084321.769200 + Penalty 2959.695718 = -1081362.073482
  nChanged 3900
		SP:Iteration 1F (64656.620000 sec): 3 clusters
  Score: Raw -1086315.796263 + Penalty 2959.695718 = -1083356.100544
  nChanged 514
		SP:Iteration 2F (64656.820000 sec): 3 clusters
  Score: Raw -1086518.687182 + Penalty 2959.695718 = -1083558.991464
  nChanged 440
		SP:Iteration 3Q (64657.020000 sec): 3 clusters
  Score: Raw -1086684.792969 + Penalty 2959.695718 = -1083725.097251
  nChanged 352
		SP:Iteration 4Q (64657.220000 sec): 3 clusters
  Score: Raw -1086825.077783 + Penalty 2959.695718 = -1083865.382065
  nChanged 346
		SP:Iteration 5Q (64657.440000 sec): 3 clusters
  Score: Raw -1086974.933813 + Penalty 2959.695718 = -1084015.238095
  nChanged 345
		SP:Iteration 6Q (64657.650000 sec): 3 clusters
  Score: Raw -1087139.326295 + Penalty 2959.695718 = -1084179.630577
  nChanged 388
		SP:Iteration 7Q (64657.860000 sec): 3 clusters
  Score: Raw -1087352.838279 + Penalty 2959.695718 = -1084393.142561
  nChanged 438
		SP:Iteration 8Q (64658.090000 sec): 3 clusters
  Score: Raw -1087655.567730 + Penalty 2959.695718 = -1084695.872012
  nChanged 462
		SP:Iteration 9F (64658.300000 sec): 3 clusters
  Score: Raw -1087977.388577 + Penalty 2959.695718 = -1085017.692859
  nChanged 447
		SP:Iteration 10Q (64658.520000 sec): 3 clusters
  Score: Raw -1088326.228486 + Penalty 2959.695718 = -1085366.532768
  nChanged 423
		SP:Iteration 11Q (64658.680000 sec): 3 clusters
  Score: Raw -1088704.628177 + Penalty 2959.695718 = -1085744.932458
  nChanged 363
		SP:Iteration 12Q (64658.890000 sec): 3 clusters
  Score: Raw -1089043.080963 + Penalty 2959.695718 = -1086083.385245
  nChanged 254
		SP:Iteration 13Q (64659.070000 sec): 3 clusters
  Score: Raw -1089278.784259 + Penalty 2959.695718 = -1086319.088541
  nChanged 130
		SP:Iteration 14Q (64659.260000 sec): 3 clusters
  Score: Raw -1089419.295391 + Penalty 2959.695718 = -1086459.599673
  nChanged 83
		SP:Iteration 15Q (64659.480000 sec): 3 clusters
  Score: Raw -1089497.701790 + Penalty 2959.695718 = -1086538.006072
  nChanged 55
		SP:Iteration 16Q (64659.670000 sec): 3 clusters
  Score: Raw -1089550.242116 + Penalty 2959.695718 = -1086590.546398
  nChanged 39
		SP:Iteration 17Q (64659.880000 sec): 3 clusters
  Score: Raw -1089587.686029 + Penalty 2959.695718 = -1086627.990311
  nChanged 38
		SP:Iteration 18Q (64660.100000 sec): 3 clusters
  Score: Raw -1089627.272558 + Penalty 2959.695718 = -1086667.576840
  nChanged 15
		SP:Iteration 19Q (64660.280000 sec): 3 clusters
  Score: Raw -1089639.268044 + Penalty 2959.695718 = -1086679.572325
  nChanged 10
		SP:Iteration 20F (64660.490000 sec): 3 clusters
  Score: Raw -1089647.431899 + Penalty 2959.695718 = -1086687.736181
  nChanged 6
		SP:Iteration 21Q (64660.670000 sec): 3 clusters
  Score: Raw -1089654.014103 + Penalty 2959.695718 = -1086694.318384
  nChanged 6
		SP:Iteration 22Q (64660.870000 sec): 3 clusters
  Score: Raw -1089659.612782 + Penalty 2959.695718 = -1086699.917064
  nChanged 5
		SP:Iteration 23Q (64661.100000 sec): 3 clusters
  Score: Raw -1089664.068004 + Penalty 2959.695718 = -1086704.372286
  nChanged 2
		SP:Iteration 24Q (64661.270000 sec): 3 clusters
  Score: Raw -1089665.730079 + Penalty 2959.695718 = -1086706.034361
  nChanged 4
		SP:Iteration 25Q (64661.510000 sec): 3 clusters
  Score: Raw -1089670.108705 + Penalty 2959.695718 = -1086710.412987
  nChanged 3
		SP:Iteration 26Q (64661.670000 sec): 3 clusters
  Score: Raw -1089673.803965 + Penalty 2959.695718 = -1086714.108247
  nChanged 3
		SP:Iteration 27Q (64661.880000 sec): 3 clusters
  Score: Raw -1089678.281438 + Penalty 2959.695718 = -1086718.585720
  nChanged 3
		SP:Iteration 28Q (64662.100000 sec): 3 clusters
  Score: Raw -1089684.059712 + Penalty 2959.695718 = -1086724.363994
  nChanged 3
		SP:Iteration 29Q (64662.320000 sec): 3 clusters
  Score: Raw -1089687.755198 + Penalty 2959.695718 = -1086728.059479
  nChanged 0
		SP:Iteration 30F (64662.490000 sec): 3 clusters
  Score: Raw -1089687.755198 + Penalty 2959.695718 = -1086728.059479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (132114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64663.190000 sec): 2 clusters
  Score: Raw -15790742.072597 + Penalty 1916.105826 = -15788825.966771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64663.910000 sec): 3 clusters
  Score: Raw -15704062.085220 + Penalty 3832.211651 = -15700229.873569
  nChanged 63450
		SP:Iteration 1F (64664.640000 sec): 3 clusters
  Score: Raw -15742192.679482 + Penalty 3832.211651 = -15738360.467831
  nChanged 6387
		SP:Iteration 2Q (64665.360000 sec): 3 clusters
  Score: Raw -15745080.621215 + Penalty 3832.211651 = -15741248.409564
  nChanged 8271
		SP:Iteration 3F (64666.070000 sec): 3 clusters
  Score: Raw -15750274.589568 + Penalty 3832.211651 = -15746442.377916
  nChanged 10621
		SP:Iteration 4F (64666.850000 sec): 3 clusters
  Score: Raw -15758745.458328 + Penalty 3832.211651 = -15754913.246677
  nChanged 11786
		SP:Iteration 5F (64667.610000 sec): 3 clusters
  Score: Raw -15769127.710250 + Penalty 3832.211651 = -15765295.498599
  nChanged 10788
		SP:Iteration 6F (64668.390000 sec): 3 clusters
  Score: Raw -15778410.560257 + Penalty 3832.211651 = -15774578.348606
  nChanged 8582
		SP:Iteration 7F (64669.170000 sec): 3 clusters
  Score: Raw -15785833.229935 + Penalty 3832.211651 = -15782001.018284
  nChanged 6664
		SP:Iteration 8F (64669.940000 sec): 3 clusters
  Score: Raw -15792172.738609 + Penalty 3832.211651 = -15788340.526958
  nChanged 5673
		SP:Iteration 9Q (64670.760000 sec): 3 clusters
  Score: Raw -15797981.019647 + Penalty 3832.211651 = -15794148.807996
  nChanged 4618
		SP:Iteration 10Q (64671.500000 sec): 3 clusters
  Score: Raw -15801874.013431 + Penalty 3832.211651 = -15798041.801780
  nChanged 3321
		SP:Iteration 11Q (64672.250000 sec): 3 clusters
  Score: Raw -15803926.615029 + Penalty 3832.211651 = -15800094.403377
  nChanged 2213
		SP:Iteration 12Q (64672.960000 sec): 3 clusters
  Score: Raw -15805150.464334 + Penalty 3832.211651 = -15801318.252683
  nChanged 1552
		SP:Iteration 13Q (64673.640000 sec): 3 clusters
  Score: Raw -15806107.369802 + Penalty 3832.211651 = -15802275.158151
  nChanged 1246
		SP:Iteration 14Q (64674.310000 sec): 3 clusters
  Score: Raw -15807121.577536 + Penalty 3832.211651 = -15803289.365885
  nChanged 1096
		SP:Iteration 15Q (64675.050000 sec): 3 clusters
  Score: Raw -15808216.945229 + Penalty 3832.211651 = -15804384.733578
  nChanged 984
		SP:Iteration 16Q (64675.760000 sec): 3 clusters
  Score: Raw -15809031.046693 + Penalty 3832.211651 = -15805198.835041
  nChanged 832
		SP:Iteration 17Q (64676.430000 sec): 3 clusters
  Score: Raw -15809452.150390 + Penalty 3832.211651 = -15805619.938739
  nChanged 661
		SP:Iteration 18Q (64677.130000 sec): 3 clusters
  Score: Raw -15809697.803606 + Penalty 3832.211651 = -15805865.591955
  nChanged 536
		SP:Iteration 19Q (64677.810000 sec): 3 clusters
  Score: Raw -15809851.445655 + Penalty 3832.211651 = -15806019.234003
  nChanged 434
		SP:Iteration 20F (64678.490000 sec): 3 clusters
  Score: Raw -15809946.798226 + Penalty 3832.211651 = -15806114.586575
  nChanged 330
		SP:Iteration 21Q (64679.180000 sec): 3 clusters
  Score: Raw -15810007.188700 + Penalty 3832.211651 = -15806174.977049
  nChanged 264
		SP:Iteration 22Q (64679.860000 sec): 3 clusters
  Score: Raw -15810049.125911 + Penalty 3832.211651 = -15806216.914260
  nChanged 211
		SP:Iteration 23Q (64680.540000 sec): 3 clusters
  Score: Raw -15810079.907819 + Penalty 3832.211651 = -15806247.696167
  nChanged 208
		SP:Iteration 24Q (64681.230000 sec): 3 clusters
  Score: Raw -15810106.415941 + Penalty 3832.211651 = -15806274.204290
  nChanged 161
		SP:Iteration 25Q (64681.910000 sec): 3 clusters
  Score: Raw -15810121.334679 + Penalty 3832.211651 = -15806289.123027
  nChanged 136
		SP:Iteration 26Q (64682.630000 sec): 3 clusters
  Score: Raw -15810131.712179 + Penalty 3832.211651 = -15806299.500528
  nChanged 108
		SP:Iteration 27Q (64683.380000 sec): 3 clusters
  Score: Raw -15810137.568537 + Penalty 3832.211651 = -15806305.356886
  nChanged 83
		SP:Iteration 28Q (64684.130000 sec): 3 clusters
  Score: Raw -15810142.421386 + Penalty 3832.211651 = -15806310.209734
  nChanged 80
		SP:Iteration 29Q (64684.930000 sec): 3 clusters
  Score: Raw -15810147.133775 + Penalty 3832.211651 = -15806314.922124
  nChanged 66
		SP:Iteration 30Q (64685.720000 sec): 3 clusters
  Score: Raw -15810150.452074 + Penalty 3832.211651 = -15806318.240423
  nChanged 59
		SP:Iteration 31Q (64686.510000 sec): 3 clusters
  Score: Raw -15810153.344114 + Penalty 3832.211651 = -15806321.132462
  nChanged 51
		SP:Iteration 32Q (64687.240000 sec): 3 clusters
  Score: Raw -15810155.115737 + Penalty 3832.211651 = -15806322.904086
  nChanged 36
		SP:Iteration 33Q (64688.010000 sec): 3 clusters
  Score: Raw -15810155.994838 + Penalty 3832.211651 = -15806323.783186
  nChanged 29
		SP:Iteration 34Q (64688.760000 sec): 3 clusters
  Score: Raw -15810156.692366 + Penalty 3832.211651 = -15806324.480715
  nChanged 18
		SP:Iteration 35Q (64689.460000 sec): 3 clusters
  Score: Raw -15810157.034578 + Penalty 3832.211651 = -15806324.822926
  nChanged 10
		SP:Iteration 36Q (64690.260000 sec): 3 clusters
  Score: Raw -15810157.187951 + Penalty 3832.211651 = -15806324.976300
  nChanged 5
		SP:Iteration 37Q (64691.100000 sec): 3 clusters
  Score: Raw -15810157.250960 + Penalty 3832.211651 = -15806325.039309
  nChanged 2
		SP:Iteration 38Q (64691.970000 sec): 3 clusters
  Score: Raw -15810157.271533 + Penalty 3832.211651 = -15806325.059882
  nChanged 2
		SP:Iteration 39Q (64692.750000 sec): 3 clusters
  Score: Raw -15810157.296687 + Penalty 3832.211651 = -15806325.085036
  nChanged 1
		SP:Iteration 40F (64693.560000 sec): 3 clusters
  Score: Raw -15810157.307248 + Penalty 3832.211651 = -15806325.095597
  nChanged 1
		SP:Iteration 41Q (64694.320000 sec): 3 clusters
  Score: Raw -15810157.322109 + Penalty 3832.211651 = -15806325.110457
  nChanged 2
		SP:Iteration 42Q (64695.100000 sec): 3 clusters
  Score: Raw -15810157.347374 + Penalty 3832.211651 = -15806325.135723
  nChanged 0
		SP:Iteration 43F (64695.840000 sec): 3 clusters
  Score: Raw -15810157.347374 + Penalty 3832.211651 = -15806325.135723
  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 6.54 GB.

 Trying to split cluster 12 (45227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64696.200000 sec): 2 clusters
  Score: Raw -5710674.862974 + Penalty 1741.910549 = -5708932.952425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64696.590000 sec): 3 clusters
  Score: Raw -5681891.190229 + Penalty 3483.821098 = -5678407.369131
  nChanged 21335
		SP:Iteration 1F (64696.950000 sec): 3 clusters
  Score: Raw -5693972.035360 + Penalty 3483.821098 = -5690488.214262
  nChanged 1678
		SP:Iteration 2Q (64697.330000 sec): 3 clusters
  Score: Raw -5694392.638420 + Penalty 3483.821098 = -5690908.817322
  nChanged 1592
		SP:Iteration 3Q (64697.690000 sec): 3 clusters
  Score: Raw -5694837.194947 + Penalty 3483.821098 = -5691353.373849
  nChanged 1746
		SP:Iteration 4Q (64698.110000 sec): 3 clusters
  Score: Raw -5695429.299326 + Penalty 3483.821098 = -5691945.478228
  nChanged 2035
		SP:Iteration 5Q (64698.480000 sec): 3 clusters
  Score: Raw -5696317.359478 + Penalty 3483.821098 = -5692833.538380
  nChanged 2487
		SP:Iteration 6F (64698.860000 sec): 3 clusters
  Score: Raw -5697755.169804 + Penalty 3483.821098 = -5694271.348706
  nChanged 3093
		SP:Iteration 7F (64699.250000 sec): 3 clusters
  Score: Raw -5700083.003708 + Penalty 3483.821098 = -5696599.182610
  nChanged 3394
		SP:Iteration 8F (64699.620000 sec): 3 clusters
  Score: Raw -5703152.406217 + Penalty 3483.821098 = -5699668.585119
  nChanged 3072
		SP:Iteration 9F (64700.050000 sec): 3 clusters
  Score: Raw -5706391.084122 + Penalty 3483.821098 = -5702907.263023
  nChanged 2146
		SP:Iteration 10Q (64700.410000 sec): 3 clusters
  Score: Raw -5708775.217306 + Penalty 3483.821098 = -5705291.396208
  nChanged 1350
		SP:Iteration 11Q (64700.770000 sec): 3 clusters
  Score: Raw -5709935.128144 + Penalty 3483.821098 = -5706451.307046
  nChanged 900
		SP:Iteration 12Q (64701.150000 sec): 3 clusters
  Score: Raw -5710653.159587 + Penalty 3483.821098 = -5707169.338489
  nChanged 652
		SP:Iteration 13Q (64701.510000 sec): 3 clusters
  Score: Raw -5711247.509833 + Penalty 3483.821098 = -5707763.688735
  nChanged 521
		SP:Iteration 14Q (64701.870000 sec): 3 clusters
  Score: Raw -5711716.503119 + Penalty 3483.821098 = -5708232.682021
  nChanged 386
		SP:Iteration 15Q (64702.270000 sec): 3 clusters
  Score: Raw -5712030.666029 + Penalty 3483.821098 = -5708546.844931
  nChanged 281
		SP:Iteration 16Q (64702.630000 sec): 3 clusters
  Score: Raw -5712235.225033 + Penalty 3483.821098 = -5708751.403935
  nChanged 239
		SP:Iteration 17Q (64703.000000 sec): 3 clusters
  Score: Raw -5712414.158839 + Penalty 3483.821098 = -5708930.337741
  nChanged 214
		SP:Iteration 18Q (64703.320000 sec): 3 clusters
  Score: Raw -5712639.569940 + Penalty 3483.821098 = -5709155.748842
  nChanged 187
		SP:Iteration 19Q (64703.740000 sec): 3 clusters
  Score: Raw -5712871.113858 + Penalty 3483.821098 = -5709387.292760
  nChanged 183
		SP:Iteration 20F (64704.090000 sec): 3 clusters
  Score: Raw -5713003.180948 + Penalty 3483.821098 = -5709519.359850
  nChanged 119
		SP:Iteration 21Q (64704.410000 sec): 3 clusters
  Score: Raw -5713043.218224 + Penalty 3483.821098 = -5709559.397126
  nChanged 76
		SP:Iteration 22Q (64704.780000 sec): 3 clusters
  Score: Raw -5713061.916083 + Penalty 3483.821098 = -5709578.094985
  nChanged 43
		SP:Iteration 23Q (64705.110000 sec): 3 clusters
  Score: Raw -5713069.637352 + Penalty 3483.821098 = -5709585.816254
  nChanged 20
		SP:Iteration 24Q (64705.450000 sec): 3 clusters
  Score: Raw -5713072.320135 + Penalty 3483.821098 = -5709588.499036
  nChanged 10
		SP:Iteration 25Q (64705.770000 sec): 3 clusters
  Score: Raw -5713073.427115 + Penalty 3483.821098 = -5709589.606017
  nChanged 6
		SP:Iteration 26Q (64706.120000 sec): 3 clusters
  Score: Raw -5713074.117144 + Penalty 3483.821098 = -5709590.296046
  nChanged 6
		SP:Iteration 27Q (64706.490000 sec): 3 clusters
  Score: Raw -5713074.577063 + Penalty 3483.821098 = -5709590.755965
  nChanged 3
		SP:Iteration 28Q (64706.830000 sec): 3 clusters
  Score: Raw -5713074.893253 + Penalty 3483.821098 = -5709591.072155
  nChanged 1
		SP:Iteration 29Q (64707.160000 sec): 3 clusters
  Score: Raw -5713074.950239 + Penalty 3483.821098 = -5709591.129141
  nChanged 1
		SP:Iteration 30Q (64707.530000 sec): 3 clusters
  Score: Raw -5713075.029576 + Penalty 3483.821098 = -5709591.208478
  nChanged 1
		SP:Iteration 31Q (64707.950000 sec): 3 clusters
  Score: Raw -5713075.088754 + Penalty 3483.821098 = -5709591.267656
  nChanged 0
		SP:Iteration 32F (64708.340000 sec): 3 clusters
  Score: Raw -5713075.088754 + Penalty 3483.821098 = -5709591.267656
  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 6.54 GB.

 Trying to split cluster 13 (8652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64708.470000 sec): 2 clusters
  Score: Raw -964964.918646 + Penalty 1473.151190 = -963491.767455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64708.690000 sec): 3 clusters
  Score: Raw -960280.883936 + Penalty 2946.302381 = -957334.581555
  nChanged 3705
		SP:Iteration 1F (64708.890000 sec): 3 clusters
  Score: Raw -963468.784118 + Penalty 2946.302381 = -960522.481737
  nChanged 981
		SP:Iteration 2F (64709.120000 sec): 3 clusters
  Score: Raw -964833.561059 + Penalty 2946.302381 = -961887.258678
  nChanged 918
		SP:Iteration 3F (64709.330000 sec): 3 clusters
  Score: Raw -966248.326877 + Penalty 2946.302381 = -963302.024496
  nChanged 881
		SP:Iteration 4F (64709.510000 sec): 3 clusters
  Score: Raw -967610.100503 + Penalty 2946.302381 = -964663.798122
  nChanged 635
		SP:Iteration 5F (64709.700000 sec): 3 clusters
  Score: Raw -968566.725090 + Penalty 2946.302381 = -965620.422709
  nChanged 384
		SP:Iteration 6Q (64709.920000 sec): 3 clusters
  Score: Raw -969002.722291 + Penalty 2946.302381 = -966056.419910
  nChanged 230
		SP:Iteration 7Q (64710.090000 sec): 3 clusters
  Score: Raw -969149.517016 + Penalty 2946.302381 = -966203.214635
  nChanged 117
		SP:Iteration 8Q (64710.260000 sec): 3 clusters
  Score: Raw -969207.269857 + Penalty 2946.302381 = -966260.967477
  nChanged 89
		SP:Iteration 9Q (64710.460000 sec): 3 clusters
  Score: Raw -969250.982074 + Penalty 2946.302381 = -966304.679693
  nChanged 75
		SP:Iteration 10Q (64710.660000 sec): 3 clusters
  Score: Raw -969291.736121 + Penalty 2946.302381 = -966345.433741
  nChanged 72
		SP:Iteration 11Q (64710.880000 sec): 3 clusters
  Score: Raw -969336.921913 + Penalty 2946.302381 = -966390.619533
  nChanged 74
		SP:Iteration 12Q (64711.080000 sec): 3 clusters
  Score: Raw -969396.031933 + Penalty 2946.302381 = -966449.729552
  nChanged 69
		SP:Iteration 13Q (64711.260000 sec): 3 clusters
  Score: Raw -969463.575904 + Penalty 2946.302381 = -966517.273523
  nChanged 61
		SP:Iteration 14Q (64711.480000 sec): 3 clusters
  Score: Raw -969533.485793 + Penalty 2946.302381 = -966587.183412
  nChanged 54
		SP:Iteration 15Q (64711.670000 sec): 3 clusters
  Score: Raw -969582.509285 + Penalty 2946.302381 = -966636.206905
  nChanged 35
		SP:Iteration 16Q (64711.860000 sec): 3 clusters
  Score: Raw -969608.493932 + Penalty 2946.302381 = -966662.191551
  nChanged 26
		SP:Iteration 17Q (64712.100000 sec): 3 clusters
  Score: Raw -969627.129196 + Penalty 2946.302381 = -966680.826815
  nChanged 24
		SP:Iteration 18Q (64712.280000 sec): 3 clusters
  Score: Raw -969647.256514 + Penalty 2946.302381 = -966700.954134
  nChanged 22
		SP:Iteration 19Q (64712.530000 sec): 3 clusters
  Score: Raw -969658.715094 + Penalty 2946.302381 = -966712.412713
  nChanged 20
		SP:Iteration 20F (64712.760000 sec): 3 clusters
  Score: Raw -969675.197257 + Penalty 2946.302381 = -966728.894876
  nChanged 18
		SP:Iteration 21Q (64712.940000 sec): 3 clusters
  Score: Raw -969700.153043 + Penalty 2946.302381 = -966753.850662
  nChanged 23
		SP:Iteration 22Q (64713.140000 sec): 3 clusters
  Score: Raw -969734.486594 + Penalty 2946.302381 = -966788.184213
  nChanged 26
		SP:Iteration 23Q (64713.320000 sec): 3 clusters
  Score: Raw -969772.489893 + Penalty 2946.302381 = -966826.187513
  nChanged 25
		SP:Iteration 24Q (64713.560000 sec): 3 clusters
  Score: Raw -969793.419223 + Penalty 2946.302381 = -966847.116842
  nChanged 27
		SP:Iteration 25Q (64713.740000 sec): 3 clusters
  Score: Raw -969809.694142 + Penalty 2946.302381 = -966863.391761
  nChanged 16
		SP:Iteration 26Q (64713.950000 sec): 3 clusters
  Score: Raw -969815.008347 + Penalty 2946.302381 = -966868.705967
  nChanged 9
		SP:Iteration 27Q (64714.190000 sec): 3 clusters
  Score: Raw -969817.641013 + Penalty 2946.302381 = -966871.338632
  nChanged 7
		SP:Iteration 28Q (64714.410000 sec): 3 clusters
  Score: Raw -969819.428723 + Penalty 2946.302381 = -966873.126343
  nChanged 5
		SP:Iteration 29Q (64714.580000 sec): 3 clusters
  Score: Raw -969820.331490 + Penalty 2946.302381 = -966874.029109
  nChanged 2
		SP:Iteration 30Q (64714.820000 sec): 3 clusters
  Score: Raw -969820.831446 + Penalty 2946.302381 = -966874.529066
  nChanged 0
		SP:Iteration 31F (64715.000000 sec): 3 clusters
  Score: Raw -969820.831446 + Penalty 2946.302381 = -966874.529066
  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 6.54 GB.

 Trying to split cluster 14 (1686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64715.110000 sec): 2 clusters
  Score: Raw -198485.475461 + Penalty 1207.393548 = -197278.081913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64715.300000 sec): 3 clusters
  Score: Raw -197842.045193 + Penalty 2414.787095 = -195427.258098
  nChanged 601
		SP:Iteration 1F (64715.450000 sec): 3 clusters
  Score: Raw -198226.307865 + Penalty 2414.787095 = -195811.520770
  nChanged 120
		SP:Iteration 2F (64715.640000 sec): 3 clusters
  Score: Raw -198300.289601 + Penalty 2414.787095 = -195885.502506
  nChanged 73
		SP:Iteration 3Q (64715.810000 sec): 3 clusters
  Score: Raw -198358.105017 + Penalty 2414.787095 = -195943.317922
  nChanged 53
		SP:Iteration 4Q (64715.980000 sec): 3 clusters
  Score: Raw -198396.642954 + Penalty 2414.787095 = -195981.855859
  nChanged 35
		SP:Iteration 5Q (64716.160000 sec): 3 clusters
  Score: Raw -198415.719674 + Penalty 2414.787095 = -196000.932579
  nChanged 22
		SP:Iteration 6Q (64716.360000 sec): 3 clusters
  Score: Raw -198430.334506 + Penalty 2414.787095 = -196015.547411
  nChanged 26
		SP:Iteration 7Q (64716.520000 sec): 3 clusters
  Score: Raw -198449.574697 + Penalty 2414.787095 = -196034.787602
  nChanged 23
		SP:Iteration 8Q (64716.680000 sec): 3 clusters
  Score: Raw -198460.767994 + Penalty 2414.787095 = -196045.980899
  nChanged 18
		SP:Iteration 9Q (64716.880000 sec): 3 clusters
  Score: Raw -198467.834750 + Penalty 2414.787095 = -196053.047655
  nChanged 13
		SP:Iteration 10Q (64717.050000 sec): 3 clusters
  Score: Raw -198473.718876 + Penalty 2414.787095 = -196058.931781
  nChanged 13
		SP:Iteration 11Q (64717.200000 sec): 3 clusters
  Score: Raw -198480.963959 + Penalty 2414.787095 = -196066.176864
  nChanged 15
		SP:Iteration 12Q (64717.350000 sec): 3 clusters
  Score: Raw -198492.197554 + Penalty 2414.787095 = -196077.410459
  nChanged 20
		SP:Iteration 13Q (64717.500000 sec): 3 clusters
  Score: Raw -198506.325309 + Penalty 2414.787095 = -196091.538214
  nChanged 20
		SP:Iteration 14Q (64717.690000 sec): 3 clusters
  Score: Raw -198520.580293 + Penalty 2414.787095 = -196105.793198
  nChanged 23
		SP:Iteration 15Q (64717.840000 sec): 3 clusters
  Score: Raw -198545.100417 + Penalty 2414.787095 = -196130.313322
  nChanged 42
		SP:Iteration 16Q (64718.060000 sec): 3 clusters
  Score: Raw -198588.746034 + Penalty 2414.787095 = -196173.958939
  nChanged 44
		SP:Iteration 17Q (64718.220000 sec): 3 clusters
  Score: Raw -198626.430412 + Penalty 2414.787095 = -196211.643317
  nChanged 43
		SP:Iteration 18Q (64718.380000 sec): 3 clusters
  Score: Raw -198670.914781 + Penalty 2414.787095 = -196256.127686
  nChanged 38
		SP:Iteration 19Q (64718.560000 sec): 3 clusters
  Score: Raw -198709.872285 + Penalty 2414.787095 = -196295.085190
  nChanged 33
		SP:Iteration 20F (64718.770000 sec): 3 clusters
  Score: Raw -198750.862025 + Penalty 2414.787095 = -196336.074930
  nChanged 38
		SP:Iteration 21Q (64718.970000 sec): 3 clusters
  Score: Raw -198798.039712 + Penalty 2414.787095 = -196383.252617
  nChanged 43
		SP:Iteration 22Q (64719.110000 sec): 3 clusters
  Score: Raw -198839.835595 + Penalty 2414.787095 = -196425.048500
  nChanged 34
		SP:Iteration 23Q (64719.310000 sec): 3 clusters
  Score: Raw -198874.627224 + Penalty 2414.787095 = -196459.840129
  nChanged 31
		SP:Iteration 24Q (64719.480000 sec): 3 clusters
  Score: Raw -198910.320323 + Penalty 2414.787095 = -196495.533228
  nChanged 29
		SP:Iteration 25Q (64719.680000 sec): 3 clusters
  Score: Raw -198941.630397 + Penalty 2414.787095 = -196526.843302
  nChanged 23
		SP:Iteration 26Q (64719.870000 sec): 3 clusters
  Score: Raw -198959.486985 + Penalty 2414.787095 = -196544.699890
  nChanged 20
		SP:Iteration 27Q (64720.060000 sec): 3 clusters
  Score: Raw -198973.804598 + Penalty 2414.787095 = -196559.017503
  nChanged 16
		SP:Iteration 28Q (64720.210000 sec): 3 clusters
  Score: Raw -198988.776206 + Penalty 2414.787095 = -196573.989111
  nChanged 12
		SP:Iteration 29Q (64720.390000 sec): 3 clusters
  Score: Raw -198999.206683 + Penalty 2414.787095 = -196584.419588
  nChanged 12
		SP:Iteration 30Q (64720.580000 sec): 3 clusters
  Score: Raw -199006.680967 + Penalty 2414.787095 = -196591.893872
  nChanged 8
		SP:Iteration 31Q (64720.750000 sec): 3 clusters
  Score: Raw -199013.532314 + Penalty 2414.787095 = -196598.745219
  nChanged 11
		SP:Iteration 32Q (64720.920000 sec): 3 clusters
  Score: Raw -199024.068598 + Penalty 2414.787095 = -196609.281503
  nChanged 9
		SP:Iteration 33Q (64721.120000 sec): 3 clusters
  Score: Raw -199033.939907 + Penalty 2414.787095 = -196619.152812
  nChanged 11
		SP:Iteration 34Q (64721.290000 sec): 3 clusters
  Score: Raw -199046.458815 + Penalty 2414.787095 = -196631.671720
  nChanged 12
		SP:Iteration 35Q (64721.490000 sec): 3 clusters
  Score: Raw -199056.601978 + Penalty 2414.787095 = -196641.814883
  nChanged 14
		SP:Iteration 36Q (64721.680000 sec): 3 clusters
  Score: Raw -199086.049833 + Penalty 2414.787095 = -196671.262738
  nChanged 16
		SP:Iteration 37Q (64721.840000 sec): 3 clusters
  Score: Raw -199107.164470 + Penalty 2414.787095 = -196692.377375
  nChanged 11
		SP:Iteration 38Q (64722.020000 sec): 3 clusters
  Score: Raw -199120.824645 + Penalty 2414.787095 = -196706.037550
  nChanged 13
		SP:Iteration 39Q (64722.260000 sec): 3 clusters
  Score: Raw -199134.721503 + Penalty 2414.787095 = -196719.934408
  nChanged 10
		SP:Iteration 40F (64722.410000 sec): 3 clusters
  Score: Raw -199155.537712 + Penalty 2414.787095 = -196740.750617
  nChanged 9
		SP:Iteration 41Q (64722.580000 sec): 3 clusters
  Score: Raw -199171.367384 + Penalty 2414.787095 = -196756.580289
  nChanged 7
		SP:Iteration 42Q (64722.810000 sec): 3 clusters
  Score: Raw -199179.540842 + Penalty 2414.787095 = -196764.753747
  nChanged 10
		SP:Iteration 43Q (64722.980000 sec): 3 clusters
  Score: Raw -199191.363526 + Penalty 2414.787095 = -196776.576430
  nChanged 12
		SP:Iteration 44Q (64723.120000 sec): 3 clusters
  Score: Raw -199208.213065 + Penalty 2414.787095 = -196793.425970
  nChanged 10
		SP:Iteration 45Q (64723.320000 sec): 3 clusters
  Score: Raw -199219.973552 + Penalty 2414.787095 = -196805.186457
  nChanged 7
		SP:Iteration 46Q (64723.500000 sec): 3 clusters
  Score: Raw -199227.650566 + Penalty 2414.787095 = -196812.863471
  nChanged 7
		SP:Iteration 47Q (64723.680000 sec): 3 clusters
  Score: Raw -199234.722599 + Penalty 2414.787095 = -196819.935504
  nChanged 7
		SP:Iteration 48Q (64723.860000 sec): 3 clusters
  Score: Raw -199241.122549 + Penalty 2414.787095 = -196826.335454
  nChanged 9
		SP:Iteration 49Q (64724.020000 sec): 3 clusters
  Score: Raw -199246.302133 + Penalty 2414.787095 = -196831.515038
  nChanged 7
		SP:Iteration 50Q (64724.180000 sec): 3 clusters
  Score: Raw -199250.860033 + Penalty 2414.787095 = -196836.072938
  nChanged 5
		SP:Iteration 51Q (64724.340000 sec): 3 clusters
  Score: Raw -199254.657179 + Penalty 2414.787095 = -196839.870084
  nChanged 7
		SP:Iteration 52Q (64724.520000 sec): 3 clusters
  Score: Raw -199258.972277 + Penalty 2414.787095 = -196844.185182
  nChanged 9
		SP:Iteration 53Q (64724.740000 sec): 3 clusters
  Score: Raw -199266.719173 + Penalty 2414.787095 = -196851.932078
  nChanged 7
		SP:Iteration 54Q (64724.900000 sec): 3 clusters
  Score: Raw -199272.493459 + Penalty 2414.787095 = -196857.706364
  nChanged 11
		SP:Iteration 55Q (64725.100000 sec): 3 clusters
  Score: Raw -199282.309791 + Penalty 2414.787095 = -196867.522696
  nChanged 7
		SP:Iteration 56Q (64725.260000 sec): 3 clusters
  Score: Raw -199287.330741 + Penalty 2414.787095 = -196872.543646
  nChanged 5
		SP:Iteration 57Q (64725.450000 sec): 3 clusters
  Score: Raw -199291.395705 + Penalty 2414.787095 = -196876.608610
  nChanged 4
		SP:Iteration 58Q (64725.600000 sec): 3 clusters
  Score: Raw -199295.377714 + Penalty 2414.787095 = -196880.590619
  nChanged 2
		SP:Iteration 59Q (64725.790000 sec): 3 clusters
  Score: Raw -199295.874907 + Penalty 2414.787095 = -196881.087812
  nChanged 1
		SP:Iteration 60F (64725.960000 sec): 3 clusters
  Score: Raw -199296.781946 + Penalty 2414.787095 = -196881.994851
  nChanged 2
		SP:Iteration 61Q (64726.120000 sec): 3 clusters
  Score: Raw -199299.604377 + Penalty 2414.787095 = -196884.817281
  nChanged 3
		SP:Iteration 62Q (64726.280000 sec): 3 clusters
  Score: Raw -199303.143573 + Penalty 2414.787095 = -196888.356478
  nChanged 3
		SP:Iteration 63Q (64726.460000 sec): 3 clusters
  Score: Raw -199304.972987 + Penalty 2414.787095 = -196890.185892
  nChanged 2
		SP:Iteration 64Q (64726.610000 sec): 3 clusters
  Score: Raw -199307.227120 + Penalty 2414.787095 = -196892.440025
  nChanged 1
		SP:Iteration 65Q (64726.800000 sec): 3 clusters
  Score: Raw -199309.825970 + Penalty 2414.787095 = -196895.038875
  nChanged 2
		SP:Iteration 66Q (64726.940000 sec): 3 clusters
  Score: Raw -199311.265920 + Penalty 2414.787095 = -196896.478825
  nChanged 0
		SP:Iteration 67F (64727.130000 sec): 3 clusters
  Score: Raw -199311.265920 + Penalty 2414.787095 = -196896.478825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (16153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64727.310000 sec): 2 clusters
  Score: Raw -1893093.184890 + Penalty 1574.602424 = -1891518.582466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64727.590000 sec): 3 clusters
  Score: Raw -1883557.432474 + Penalty 3149.204848 = -1880408.227626
  nChanged 7298
		SP:Iteration 1F (64727.850000 sec): 3 clusters
  Score: Raw -1888167.941386 + Penalty 3149.204848 = -1885018.736538
  nChanged 1343
		SP:Iteration 2F (64728.070000 sec): 3 clusters
  Score: Raw -1889462.677809 + Penalty 3149.204848 = -1886313.472961
  nChanged 1502
		SP:Iteration 3F (64728.300000 sec): 3 clusters
  Score: Raw -1891208.441354 + Penalty 3149.204848 = -1888059.236506
  nChanged 1476
		SP:Iteration 4F (64728.520000 sec): 3 clusters
  Score: Raw -1892811.648374 + Penalty 3149.204848 = -1889662.443527
  nChanged 1240
		SP:Iteration 5F (64728.710000 sec): 3 clusters
  Score: Raw -1893903.843035 + Penalty 3149.204848 = -1890754.638187
  nChanged 855
		SP:Iteration 6F (64728.960000 sec): 3 clusters
  Score: Raw -1894475.398528 + Penalty 3149.204848 = -1891326.193681
  nChanged 562
		SP:Iteration 7Q (64729.210000 sec): 3 clusters
  Score: Raw -1894851.212552 + Penalty 3149.204848 = -1891702.007704
  nChanged 444
		SP:Iteration 8Q (64729.430000 sec): 3 clusters
  Score: Raw -1895141.382041 + Penalty 3149.204848 = -1891992.177194
  nChanged 350
		SP:Iteration 9Q (64729.660000 sec): 3 clusters
  Score: Raw -1895340.236045 + Penalty 3149.204848 = -1892191.031197
  nChanged 274
		SP:Iteration 10Q (64729.900000 sec): 3 clusters
  Score: Raw -1895460.618290 + Penalty 3149.204848 = -1892311.413442
  nChanged 217
		SP:Iteration 11Q (64730.150000 sec): 3 clusters
  Score: Raw -1895539.114048 + Penalty 3149.204848 = -1892389.909200
  nChanged 151
		SP:Iteration 12Q (64730.420000 sec): 3 clusters
  Score: Raw -1895578.513233 + Penalty 3149.204848 = -1892429.308385
  nChanged 104
		SP:Iteration 13Q (64730.650000 sec): 3 clusters
  Score: Raw -1895605.326244 + Penalty 3149.204848 = -1892456.121397
  nChanged 95
		SP:Iteration 14Q (64730.890000 sec): 3 clusters
  Score: Raw -1895625.763323 + Penalty 3149.204848 = -1892476.558475
  nChanged 59
		SP:Iteration 15Q (64731.130000 sec): 3 clusters
  Score: Raw -1895637.113782 + Penalty 3149.204848 = -1892487.908935
  nChanged 57
		SP:Iteration 16Q (64731.390000 sec): 3 clusters
  Score: Raw -1895647.991880 + Penalty 3149.204848 = -1892498.787032
  nChanged 49
		SP:Iteration 17Q (64731.610000 sec): 3 clusters
  Score: Raw -1895656.304844 + Penalty 3149.204848 = -1892507.099997
  nChanged 36
		SP:Iteration 18Q (64731.870000 sec): 3 clusters
  Score: Raw -1895661.596415 + Penalty 3149.204848 = -1892512.391567
  nChanged 30
		SP:Iteration 19Q (64732.080000 sec): 3 clusters
  Score: Raw -1895666.361821 + Penalty 3149.204848 = -1892517.156973
  nChanged 23
		SP:Iteration 20F (64732.300000 sec): 3 clusters
  Score: Raw -1895669.492181 + Penalty 3149.204848 = -1892520.287334
  nChanged 21
		SP:Iteration 21Q (64732.570000 sec): 3 clusters
  Score: Raw -1895671.817106 + Penalty 3149.204848 = -1892522.612259
  nChanged 22
		SP:Iteration 22Q (64732.790000 sec): 3 clusters
  Score: Raw -1895675.983898 + Penalty 3149.204848 = -1892526.779051
  nChanged 23
		SP:Iteration 23Q (64733.000000 sec): 3 clusters
  Score: Raw -1895679.974961 + Penalty 3149.204848 = -1892530.770113
  nChanged 24
		SP:Iteration 24Q (64733.260000 sec): 3 clusters
  Score: Raw -1895683.063019 + Penalty 3149.204848 = -1892533.858171
  nChanged 24
		SP:Iteration 25Q (64733.500000 sec): 3 clusters
  Score: Raw -1895686.554197 + Penalty 3149.204848 = -1892537.349350
  nChanged 24
		SP:Iteration 26Q (64733.730000 sec): 3 clusters
  Score: Raw -1895689.688223 + Penalty 3149.204848 = -1892540.483375
  nChanged 19
		SP:Iteration 27Q (64733.980000 sec): 3 clusters
  Score: Raw -1895692.083198 + Penalty 3149.204848 = -1892542.878350
  nChanged 15
		SP:Iteration 28Q (64734.230000 sec): 3 clusters
  Score: Raw -1895693.656011 + Penalty 3149.204848 = -1892544.451163
  nChanged 9
		SP:Iteration 29Q (64734.450000 sec): 3 clusters
  Score: Raw -1895694.808307 + Penalty 3149.204848 = -1892545.603459
  nChanged 9
		SP:Iteration 30Q (64734.690000 sec): 3 clusters
  Score: Raw -1895696.173395 + Penalty 3149.204848 = -1892546.968547
  nChanged 12
		SP:Iteration 31Q (64734.950000 sec): 3 clusters
  Score: Raw -1895698.473544 + Penalty 3149.204848 = -1892549.268696
  nChanged 14
		SP:Iteration 32Q (64735.160000 sec): 3 clusters
  Score: Raw -1895700.008408 + Penalty 3149.204848 = -1892550.803560
  nChanged 9
		SP:Iteration 33Q (64735.370000 sec): 3 clusters
  Score: Raw -1895700.785567 + Penalty 3149.204848 = -1892551.580720
  nChanged 6
		SP:Iteration 34Q (64735.600000 sec): 3 clusters
  Score: Raw -1895701.309918 + Penalty 3149.204848 = -1892552.105070
  nChanged 6
		SP:Iteration 35Q (64735.850000 sec): 3 clusters
  Score: Raw -1895701.783952 + Penalty 3149.204848 = -1892552.579104
  nChanged 6
		SP:Iteration 36Q (64736.090000 sec): 3 clusters
  Score: Raw -1895702.629570 + Penalty 3149.204848 = -1892553.424723
  nChanged 10
		SP:Iteration 37Q (64736.280000 sec): 3 clusters
  Score: Raw -1895704.220008 + Penalty 3149.204848 = -1892555.015160
  nChanged 20
		SP:Iteration 38Q (64736.480000 sec): 3 clusters
  Score: Raw -1895706.341856 + Penalty 3149.204848 = -1892557.137008
  nChanged 18
		SP:Iteration 39Q (64736.720000 sec): 3 clusters
  Score: Raw -1895708.455374 + Penalty 3149.204848 = -1892559.250526
  nChanged 14
		SP:Iteration 40F (64736.980000 sec): 3 clusters
  Score: Raw -1895709.944158 + Penalty 3149.204848 = -1892560.739310
  nChanged 18
		SP:Iteration 41Q (64737.210000 sec): 3 clusters
  Score: Raw -1895712.100024 + Penalty 3149.204848 = -1892562.895176
  nChanged 11
		SP:Iteration 42Q (64737.440000 sec): 3 clusters
  Score: Raw -1895713.113687 + Penalty 3149.204848 = -1892563.908839
  nChanged 3
		SP:Iteration 43Q (64737.640000 sec): 3 clusters
  Score: Raw -1895713.392802 + Penalty 3149.204848 = -1892564.187954
  nChanged 1
		SP:Iteration 44Q (64737.900000 sec): 3 clusters
  Score: Raw -1895713.589066 + Penalty 3149.204848 = -1892564.384218
  nChanged 3
		SP:Iteration 45Q (64738.130000 sec): 3 clusters
  Score: Raw -1895713.760106 + Penalty 3149.204848 = -1892564.555258
  nChanged 0
		SP:Iteration 46F (64738.390000 sec): 3 clusters
  Score: Raw -1895713.760106 + Penalty 3149.204848 = -1892564.555258
  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 6.54 GB.

 Trying to split cluster 16 (1032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64738.470000 sec): 2 clusters
  Score: Raw -107896.431296 + Penalty 1127.628766 = -106768.802530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64738.660000 sec): 3 clusters
  Score: Raw -107663.679422 + Penalty 2255.257532 = -105408.421890
  nChanged 316
		SP:Iteration 1F (64738.860000 sec): 3 clusters
  Score: Raw -108223.098536 + Penalty 2255.257532 = -105967.841003
  nChanged 131
		SP:Iteration 2F (64739.010000 sec): 3 clusters
  Score: Raw -108704.143741 + Penalty 2255.257532 = -106448.886209
  nChanged 124
		SP:Iteration 3F (64739.180000 sec): 3 clusters
  Score: Raw -109318.279355 + Penalty 2255.257532 = -107063.021822
  nChanged 82
		SP:Iteration 4F (64739.380000 sec): 3 clusters
  Score: Raw -109984.240693 + Penalty 2255.257532 = -107728.983160
  nChanged 33
		SP:Iteration 5Q (64739.550000 sec): 3 clusters
  Score: Raw -110255.589055 + Penalty 2255.257532 = -108000.331523
  nChanged 15
		SP:Iteration 6Q (64739.730000 sec): 3 clusters
  Score: Raw -110368.873044 + Penalty 2255.257532 = -108113.615512
  nChanged 16
		SP:Iteration 7Q (64739.880000 sec): 3 clusters
  Score: Raw -110477.549856 + Penalty 2255.257532 = -108222.292324
  nChanged 17
		SP:Iteration 8Q (64740.040000 sec): 3 clusters
  Score: Raw -110624.063392 + Penalty 2255.257532 = -108368.805860
  nChanged 13
		SP:Iteration 9Q (64740.220000 sec): 3 clusters
  Score: Raw -110836.229192 + Penalty 2255.257532 = -108580.971660
  nChanged 4
		SP:Iteration 10Q (64740.420000 sec): 3 clusters
  Score: Raw -110866.159377 + Penalty 2255.257532 = -108610.901845
  nChanged 2
		SP:Iteration 11Q (64740.600000 sec): 3 clusters
  Score: Raw -110884.427600 + Penalty 2255.257532 = -108629.170068
  nChanged 1
		SP:Iteration 12Q (64740.760000 sec): 3 clusters
  Score: Raw -110887.910114 + Penalty 2255.257532 = -108632.652582
  nChanged 0
		SP:Iteration 13F (64740.940000 sec): 3 clusters
  Score: Raw -110894.572892 + Penalty 2255.257532 = -108639.315359
  nChanged 4
		SP:Iteration 14Q (64741.100000 sec): 3 clusters
  Score: Raw -110953.255948 + Penalty 2255.257532 = -108697.998415
  nChanged 5
		SP:Iteration 15Q (64741.280000 sec): 3 clusters
  Score: Raw -111004.102027 + Penalty 2255.257532 = -108748.844495
  nChanged 3
		SP:Iteration 16Q (64741.480000 sec): 3 clusters
  Score: Raw -111041.417804 + Penalty 2255.257532 = -108786.160271
  nChanged 4
		SP:Iteration 17Q (64741.680000 sec): 3 clusters
  Score: Raw -111101.293683 + Penalty 2255.257532 = -108846.036151
  nChanged 3
		SP:Iteration 18Q (64741.820000 sec): 3 clusters
  Score: Raw -111165.665646 + Penalty 2255.257532 = -108910.408114
  nChanged 2
		SP:Iteration 19Q (64742.010000 sec): 3 clusters
  Score: Raw -111253.838102 + Penalty 2255.257532 = -108998.580570
  nChanged 4
		SP:Iteration 20F (64742.230000 sec): 3 clusters
  Score: Raw -111462.449112 + Penalty 2255.257532 = -109207.191580
  nChanged 2
		SP:Iteration 21Q (64742.420000 sec): 3 clusters
  Score: Raw -111759.865545 + Penalty 2255.257532 = -109504.608012
  nChanged 0
		SP:Iteration 22F (64742.550000 sec): 3 clusters
  Score: Raw -111759.865545 + Penalty 2255.257532 = -109504.608012
  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 6.54 GB.

 Trying to split cluster 17 (2197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64742.670000 sec): 2 clusters
  Score: Raw -239766.172034 + Penalty 1250.412812 = -238515.759222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64742.840000 sec): 3 clusters
  Score: Raw -238839.738910 + Penalty 2500.825624 = -236338.913287
  nChanged 806
		SP:Iteration 1F (64743.020000 sec): 3 clusters
  Score: Raw -239602.327686 + Penalty 2500.825624 = -237101.502062
  nChanged 236
		SP:Iteration 2F (64743.200000 sec): 3 clusters
  Score: Raw -239992.417200 + Penalty 2500.825624 = -237491.591577
  nChanged 182
		SP:Iteration 3F (64743.350000 sec): 3 clusters
  Score: Raw -240335.493104 + Penalty 2500.825624 = -237834.667480
  nChanged 152
		SP:Iteration 4F (64743.520000 sec): 3 clusters
  Score: Raw -240604.100263 + Penalty 2500.825624 = -238103.274640
  nChanged 131
		SP:Iteration 5F (64743.700000 sec): 3 clusters
  Score: Raw -240823.897117 + Penalty 2500.825624 = -238323.071493
  nChanged 115
		SP:Iteration 6F (64743.860000 sec): 3 clusters
  Score: Raw -241031.597136 + Penalty 2500.825624 = -238530.771512
  nChanged 100
		SP:Iteration 7Q (64744.040000 sec): 3 clusters
  Score: Raw -241215.278515 + Penalty 2500.825624 = -238714.452892
  nChanged 76
		SP:Iteration 8Q (64744.230000 sec): 3 clusters
  Score: Raw -241327.513228 + Penalty 2500.825624 = -238826.687605
  nChanged 56
		SP:Iteration 9Q (64744.380000 sec): 3 clusters
  Score: Raw -241420.166572 + Penalty 2500.825624 = -238919.340948
  nChanged 58
		SP:Iteration 10Q (64744.540000 sec): 3 clusters
  Score: Raw -241600.475303 + Penalty 2500.825624 = -239099.649679
  nChanged 74
		SP:Iteration 11Q (64744.730000 sec): 3 clusters
  Score: Raw -241790.185046 + Penalty 2500.825624 = -239289.359423
  nChanged 55
		SP:Iteration 12Q (64744.890000 sec): 3 clusters
  Score: Raw -241887.816069 + Penalty 2500.825624 = -239386.990445
  nChanged 38
		SP:Iteration 13Q (64745.130000 sec): 3 clusters
  Score: Raw -241932.411970 + Penalty 2500.825624 = -239431.586346
  nChanged 22
		SP:Iteration 14Q (64745.300000 sec): 3 clusters
  Score: Raw -241962.136516 + Penalty 2500.825624 = -239461.310893
  nChanged 23
		SP:Iteration 15Q (64745.490000 sec): 3 clusters
  Score: Raw -241983.694640 + Penalty 2500.825624 = -239482.869016
  nChanged 12
		SP:Iteration 16Q (64745.630000 sec): 3 clusters
  Score: Raw -241996.010190 + Penalty 2500.825624 = -239495.184566
  nChanged 7
		SP:Iteration 17Q (64745.790000 sec): 3 clusters
  Score: Raw -241999.252086 + Penalty 2500.825624 = -239498.426463
  nChanged 4
		SP:Iteration 18Q (64745.960000 sec): 3 clusters
  Score: Raw -242001.272266 + Penalty 2500.825624 = -239500.446643
  nChanged 5
		SP:Iteration 19Q (64746.150000 sec): 3 clusters
  Score: Raw -242003.550153 + Penalty 2500.825624 = -239502.724530
  nChanged 6
		SP:Iteration 20F (64746.320000 sec): 3 clusters
  Score: Raw -242007.867018 + Penalty 2500.825624 = -239507.041395
  nChanged 4
		SP:Iteration 21Q (64746.510000 sec): 3 clusters
  Score: Raw -242010.373692 + Penalty 2500.825624 = -239509.548069
  nChanged 4
		SP:Iteration 22Q (64746.660000 sec): 3 clusters
  Score: Raw -242011.987918 + Penalty 2500.825624 = -239511.162295
  nChanged 3
		SP:Iteration 23Q (64746.830000 sec): 3 clusters
  Score: Raw -242013.640772 + Penalty 2500.825624 = -239512.815148
  nChanged 2
		SP:Iteration 24Q (64747.040000 sec): 3 clusters
  Score: Raw -242015.243355 + Penalty 2500.825624 = -239514.417731
  nChanged 1
		SP:Iteration 25Q (64747.180000 sec): 3 clusters
  Score: Raw -242016.125934 + Penalty 2500.825624 = -239515.300310
  nChanged 1
		SP:Iteration 26Q (64747.360000 sec): 3 clusters
  Score: Raw -242017.393209 + Penalty 2500.825624 = -239516.567586
  nChanged 0
		SP:Iteration 27F (64747.550000 sec): 3 clusters
  Score: Raw -242017.393209 + Penalty 2500.825624 = -239516.567586
  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 6.54 GB.

 Trying to split cluster 18 (25553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64747.800000 sec): 2 clusters
  Score: Raw -3019732.070418 + Penalty 1649.132876 = -3018082.937542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64748.090000 sec): 3 clusters
  Score: Raw -3004213.996356 + Penalty 3298.265752 = -3000915.730605
  nChanged 11677
		SP:Iteration 1F (64748.400000 sec): 3 clusters
  Score: Raw -3011391.493393 + Penalty 3298.265752 = -3008093.227641
  nChanged 1877
		SP:Iteration 2F (64748.710000 sec): 3 clusters
  Score: Raw -3012688.536582 + Penalty 3298.265752 = -3009390.270830
  nChanged 2122
		SP:Iteration 3F (64748.980000 sec): 3 clusters
  Score: Raw -3014580.341360 + Penalty 3298.265752 = -3011282.075609
  nChanged 2251
		SP:Iteration 4F (64749.270000 sec): 3 clusters
  Score: Raw -3016788.167672 + Penalty 3298.265752 = -3013489.901920
  nChanged 1969
		SP:Iteration 5F (64749.590000 sec): 3 clusters
  Score: Raw -3018646.847028 + Penalty 3298.265752 = -3015348.581276
  nChanged 1498
		SP:Iteration 6F (64749.850000 sec): 3 clusters
  Score: Raw -3019981.694871 + Penalty 3298.265752 = -3016683.429120
  nChanged 1056
		SP:Iteration 7Q (64750.170000 sec): 3 clusters
  Score: Raw -3020791.963697 + Penalty 3298.265752 = -3017493.697946
  nChanged 666
		SP:Iteration 8Q (64750.450000 sec): 3 clusters
  Score: Raw -3021201.170401 + Penalty 3298.265752 = -3017902.904649
  nChanged 452
		SP:Iteration 9Q (64750.760000 sec): 3 clusters
  Score: Raw -3021460.476303 + Penalty 3298.265752 = -3018162.210551
  nChanged 328
		SP:Iteration 10Q (64751.030000 sec): 3 clusters
  Score: Raw -3021602.103712 + Penalty 3298.265752 = -3018303.837960
  nChanged 200
		SP:Iteration 11Q (64751.340000 sec): 3 clusters
  Score: Raw -3021690.149464 + Penalty 3298.265752 = -3018391.883712
  nChanged 191
		SP:Iteration 12Q (64751.640000 sec): 3 clusters
  Score: Raw -3021771.994917 + Penalty 3298.265752 = -3018473.729165
  nChanged 172
		SP:Iteration 13Q (64751.870000 sec): 3 clusters
  Score: Raw -3021834.331910 + Penalty 3298.265752 = -3018536.066158
  nChanged 140
		SP:Iteration 14Q (64752.170000 sec): 3 clusters
  Score: Raw -3021885.275507 + Penalty 3298.265752 = -3018587.009755
  nChanged 134
		SP:Iteration 15Q (64752.420000 sec): 3 clusters
  Score: Raw -3021947.218496 + Penalty 3298.265752 = -3018648.952744
  nChanged 152
		SP:Iteration 16Q (64752.720000 sec): 3 clusters
  Score: Raw -3022036.278605 + Penalty 3298.265752 = -3018738.012853
  nChanged 158
		SP:Iteration 17Q (64753.040000 sec): 3 clusters
  Score: Raw -3022164.456844 + Penalty 3298.265752 = -3018866.191092
  nChanged 183
		SP:Iteration 18Q (64753.260000 sec): 3 clusters
  Score: Raw -3022326.173213 + Penalty 3298.265752 = -3019027.907461
  nChanged 183
		SP:Iteration 19Q (64753.580000 sec): 3 clusters
  Score: Raw -3022436.478835 + Penalty 3298.265752 = -3019138.213083
  nChanged 133
		SP:Iteration 20F (64753.900000 sec): 3 clusters
  Score: Raw -3022480.760283 + Penalty 3298.265752 = -3019182.494531
  nChanged 115
		SP:Iteration 21Q (64754.200000 sec): 3 clusters
  Score: Raw -3022503.544474 + Penalty 3298.265752 = -3019205.278723
  nChanged 64
		SP:Iteration 22Q (64754.490000 sec): 3 clusters
  Score: Raw -3022513.582858 + Penalty 3298.265752 = -3019215.317106
  nChanged 56
		SP:Iteration 23Q (64754.760000 sec): 3 clusters
  Score: Raw -3022520.877445 + Penalty 3298.265752 = -3019222.611694
  nChanged 35
		SP:Iteration 24Q (64755.060000 sec): 3 clusters
  Score: Raw -3022524.556512 + Penalty 3298.265752 = -3019226.290760
  nChanged 29
		SP:Iteration 25Q (64755.340000 sec): 3 clusters
  Score: Raw -3022527.162393 + Penalty 3298.265752 = -3019228.896641
  nChanged 23
		SP:Iteration 26Q (64755.580000 sec): 3 clusters
  Score: Raw -3022529.839191 + Penalty 3298.265752 = -3019231.573439
  nChanged 14
		SP:Iteration 27Q (64755.860000 sec): 3 clusters
  Score: Raw -3022531.351339 + Penalty 3298.265752 = -3019233.085588
  nChanged 11
		SP:Iteration 28Q (64756.120000 sec): 3 clusters
  Score: Raw -3022532.130612 + Penalty 3298.265752 = -3019233.864860
  nChanged 8
		SP:Iteration 29Q (64756.420000 sec): 3 clusters
  Score: Raw -3022532.756630 + Penalty 3298.265752 = -3019234.490878
  nChanged 8
		SP:Iteration 30Q (64756.680000 sec): 3 clusters
  Score: Raw -3022533.399248 + Penalty 3298.265752 = -3019235.133496
  nChanged 8
		SP:Iteration 31Q (64756.940000 sec): 3 clusters
  Score: Raw -3022533.976618 + Penalty 3298.265752 = -3019235.710866
  nChanged 7
		SP:Iteration 32Q (64757.250000 sec): 3 clusters
  Score: Raw -3022534.412898 + Penalty 3298.265752 = -3019236.147147
  nChanged 4
		SP:Iteration 33Q (64757.530000 sec): 3 clusters
  Score: Raw -3022534.769017 + Penalty 3298.265752 = -3019236.503265
  nChanged 3
		SP:Iteration 34Q (64757.810000 sec): 3 clusters
  Score: Raw -3022534.938274 + Penalty 3298.265752 = -3019236.672522
  nChanged 4
		SP:Iteration 35Q (64758.070000 sec): 3 clusters
  Score: Raw -3022535.127127 + Penalty 3298.265752 = -3019236.861375
  nChanged 0
		SP:Iteration 36F (64758.360000 sec): 3 clusters
  Score: Raw -3022535.127127 + Penalty 3298.265752 = -3019236.861375
  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 6.54 GB.

 Trying to split cluster 19 (26898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64758.600000 sec): 2 clusters
  Score: Raw -3164399.548475 + Penalty 1657.468672 = -3162742.079803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64758.860000 sec): 3 clusters
  Score: Raw -3148057.584475 + Penalty 3314.937344 = -3144742.647131
  nChanged 12239
		SP:Iteration 1F (64759.150000 sec): 3 clusters
  Score: Raw -3155218.333833 + Penalty 3314.937344 = -3151903.396489
  nChanged 1619
		SP:Iteration 2F (64759.440000 sec): 3 clusters
  Score: Raw -3156111.909284 + Penalty 3314.937344 = -3152796.971940
  nChanged 1643
		SP:Iteration 3F (64759.710000 sec): 3 clusters
  Score: Raw -3157180.829640 + Penalty 3314.937344 = -3153865.892296
  nChanged 1711
		SP:Iteration 4F (64760.000000 sec): 3 clusters
  Score: Raw -3158486.271676 + Penalty 3314.937344 = -3155171.334332
  nChanged 1747
		SP:Iteration 5F (64760.270000 sec): 3 clusters
  Score: Raw -3159777.131008 + Penalty 3314.937344 = -3156462.193663
  nChanged 1653
		SP:Iteration 6F (64760.540000 sec): 3 clusters
  Score: Raw -3160872.712782 + Penalty 3314.937344 = -3157557.775438
  nChanged 1373
		SP:Iteration 7F (64760.850000 sec): 3 clusters
  Score: Raw -3161611.121499 + Penalty 3314.937344 = -3158296.184154
  nChanged 1174
		SP:Iteration 8Q (64761.110000 sec): 3 clusters
  Score: Raw -3162220.237047 + Penalty 3314.937344 = -3158905.299703
  nChanged 1115
		SP:Iteration 9Q (64761.400000 sec): 3 clusters
  Score: Raw -3162821.506996 + Penalty 3314.937344 = -3159506.569651
  nChanged 998
		SP:Iteration 10Q (64761.730000 sec): 3 clusters
  Score: Raw -3163361.318584 + Penalty 3314.937344 = -3160046.381240
  nChanged 795
		SP:Iteration 11Q (64762.010000 sec): 3 clusters
  Score: Raw -3163735.791933 + Penalty 3314.937344 = -3160420.854588
  nChanged 670
		SP:Iteration 12Q (64762.280000 sec): 3 clusters
  Score: Raw -3164027.576760 + Penalty 3314.937344 = -3160712.639415
  nChanged 639
		SP:Iteration 13Q (64762.620000 sec): 3 clusters
  Score: Raw -3164282.082025 + Penalty 3314.937344 = -3160967.144681
  nChanged 517
		SP:Iteration 14Q (64762.920000 sec): 3 clusters
  Score: Raw -3164492.265127 + Penalty 3314.937344 = -3161177.327782
  nChanged 487
		SP:Iteration 15Q (64763.190000 sec): 3 clusters
  Score: Raw -3164689.811553 + Penalty 3314.937344 = -3161374.874209
  nChanged 464
		SP:Iteration 16Q (64763.490000 sec): 3 clusters
  Score: Raw -3164853.783146 + Penalty 3314.937344 = -3161538.845802
  nChanged 404
		SP:Iteration 17Q (64763.750000 sec): 3 clusters
  Score: Raw -3164989.488877 + Penalty 3314.937344 = -3161674.551532
  nChanged 350
		SP:Iteration 18Q (64764.050000 sec): 3 clusters
  Score: Raw -3165089.517149 + Penalty 3314.937344 = -3161774.579805
  nChanged 317
		SP:Iteration 19Q (64764.370000 sec): 3 clusters
  Score: Raw -3165177.807144 + Penalty 3314.937344 = -3161862.869800
  nChanged 276
		SP:Iteration 20F (64764.680000 sec): 3 clusters
  Score: Raw -3165246.219454 + Penalty 3314.937344 = -3161931.282110
  nChanged 253
		SP:Iteration 21Q (64764.970000 sec): 3 clusters
  Score: Raw -3165308.810589 + Penalty 3314.937344 = -3161993.873245
  nChanged 208
		SP:Iteration 22Q (64765.290000 sec): 3 clusters
  Score: Raw -3165351.044546 + Penalty 3314.937344 = -3162036.107201
  nChanged 174
		SP:Iteration 23Q (64765.570000 sec): 3 clusters
  Score: Raw -3165382.394495 + Penalty 3314.937344 = -3162067.457150
  nChanged 151
		SP:Iteration 24Q (64765.900000 sec): 3 clusters
  Score: Raw -3165408.702607 + Penalty 3314.937344 = -3162093.765263
  nChanged 146
		SP:Iteration 25Q (64766.160000 sec): 3 clusters
  Score: Raw -3165430.418223 + Penalty 3314.937344 = -3162115.480879
  nChanged 143
		SP:Iteration 26Q (64766.480000 sec): 3 clusters
  Score: Raw -3165453.075144 + Penalty 3314.937344 = -3162138.137799
  nChanged 148
		SP:Iteration 27Q (64766.770000 sec): 3 clusters
  Score: Raw -3165478.978175 + Penalty 3314.937344 = -3162164.040830
  nChanged 145
		SP:Iteration 28Q (64767.090000 sec): 3 clusters
  Score: Raw -3165503.689379 + Penalty 3314.937344 = -3162188.752034
  nChanged 161
		SP:Iteration 29Q (64767.350000 sec): 3 clusters
  Score: Raw -3165530.730341 + Penalty 3314.937344 = -3162215.792996
  nChanged 144
		SP:Iteration 30Q (64767.680000 sec): 3 clusters
  Score: Raw -3165555.847008 + Penalty 3314.937344 = -3162240.909664
  nChanged 139
		SP:Iteration 31Q (64767.970000 sec): 3 clusters
  Score: Raw -3165578.562379 + Penalty 3314.937344 = -3162263.625035
  nChanged 126
		SP:Iteration 32Q (64768.260000 sec): 3 clusters
  Score: Raw -3165598.393679 + Penalty 3314.937344 = -3162283.456334
  nChanged 145
		SP:Iteration 33Q (64768.560000 sec): 3 clusters
  Score: Raw -3165625.813393 + Penalty 3314.937344 = -3162310.876049
  nChanged 143
		SP:Iteration 34Q (64768.860000 sec): 3 clusters
  Score: Raw -3165654.043572 + Penalty 3314.937344 = -3162339.106227
  nChanged 142
		SP:Iteration 35Q (64769.110000 sec): 3 clusters
  Score: Raw -3165677.869816 + Penalty 3314.937344 = -3162362.932472
  nChanged 146
		SP:Iteration 36Q (64769.430000 sec): 3 clusters
  Score: Raw -3165699.728575 + Penalty 3314.937344 = -3162384.791231
  nChanged 124
		SP:Iteration 37Q (64769.720000 sec): 3 clusters
  Score: Raw -3165718.328109 + Penalty 3314.937344 = -3162403.390765
  nChanged 119
		SP:Iteration 38Q (64770.000000 sec): 3 clusters
  Score: Raw -3165734.195119 + Penalty 3314.937344 = -3162419.257775
  nChanged 113
		SP:Iteration 39Q (64770.260000 sec): 3 clusters
  Score: Raw -3165747.420800 + Penalty 3314.937344 = -3162432.483456
  nChanged 102
		SP:Iteration 40F (64770.550000 sec): 3 clusters
  Score: Raw -3165756.835337 + Penalty 3314.937344 = -3162441.897993
  nChanged 81
		SP:Iteration 41Q (64770.860000 sec): 3 clusters
  Score: Raw -3165765.892323 + Penalty 3314.937344 = -3162450.954979
  nChanged 81
		SP:Iteration 42Q (64771.140000 sec): 3 clusters
  Score: Raw -3165775.450927 + Penalty 3314.937344 = -3162460.513583
  nChanged 75
		SP:Iteration 43Q (64771.420000 sec): 3 clusters
  Score: Raw -3165783.117725 + Penalty 3314.937344 = -3162468.180380
  nChanged 74
		SP:Iteration 44Q (64771.700000 sec): 3 clusters
  Score: Raw -3165789.654888 + Penalty 3314.937344 = -3162474.717544
  nChanged 67
		SP:Iteration 45Q (64772.010000 sec): 3 clusters
  Score: Raw -3165795.874896 + Penalty 3314.937344 = -3162480.937552
  nChanged 61
		SP:Iteration 46Q (64772.300000 sec): 3 clusters
  Score: Raw -3165800.751713 + Penalty 3314.937344 = -3162485.814369
  nChanged 57
		SP:Iteration 47Q (64772.610000 sec): 3 clusters
  Score: Raw -3165804.559612 + Penalty 3314.937344 = -3162489.622268
  nChanged 44
		SP:Iteration 48Q (64772.870000 sec): 3 clusters
  Score: Raw -3165807.413839 + Penalty 3314.937344 = -3162492.476495
  nChanged 41
		SP:Iteration 49Q (64773.200000 sec): 3 clusters
  Score: Raw -3165809.903263 + Penalty 3314.937344 = -3162494.965919
  nChanged 36
		SP:Iteration 50Q (64773.440000 sec): 3 clusters
  Score: Raw -3165812.292041 + Penalty 3314.937344 = -3162497.354697
  nChanged 34
		SP:Iteration 51Q (64773.740000 sec): 3 clusters
  Score: Raw -3165814.314994 + Penalty 3314.937344 = -3162499.377650
  nChanged 29
		SP:Iteration 52Q (64774.050000 sec): 3 clusters
  Score: Raw -3165816.158357 + Penalty 3314.937344 = -3162501.221013
  nChanged 24
		SP:Iteration 53Q (64774.340000 sec): 3 clusters
  Score: Raw -3165817.899834 + Penalty 3314.937344 = -3162502.962490
  nChanged 21
		SP:Iteration 54Q (64774.630000 sec): 3 clusters
  Score: Raw -3165819.236696 + Penalty 3314.937344 = -3162504.299351
  nChanged 29
		SP:Iteration 55Q (64774.920000 sec): 3 clusters
  Score: Raw -3165820.656068 + Penalty 3314.937344 = -3162505.718724
  nChanged 22
		SP:Iteration 56Q (64775.210000 sec): 3 clusters
  Score: Raw -3165821.801552 + Penalty 3314.937344 = -3162506.864208
  nChanged 19
		SP:Iteration 57Q (64775.520000 sec): 3 clusters
  Score: Raw -3165822.887490 + Penalty 3314.937344 = -3162507.950145
  nChanged 16
		SP:Iteration 58Q (64775.770000 sec): 3 clusters
  Score: Raw -3165823.594985 + Penalty 3314.937344 = -3162508.657641
  nChanged 11
		SP:Iteration 59Q (64776.110000 sec): 3 clusters
  Score: Raw -3165824.631355 + Penalty 3314.937344 = -3162509.694011
  nChanged 24
		SP:Iteration 60F (64776.420000 sec): 3 clusters
  Score: Raw -3165826.120677 + Penalty 3314.937344 = -3162511.183333
  nChanged 22
		SP:Iteration 61Q (64776.720000 sec): 3 clusters
  Score: Raw -3165827.332898 + Penalty 3314.937344 = -3162512.395554
  nChanged 20
		SP:Iteration 62Q (64777.000000 sec): 3 clusters
  Score: Raw -3165828.343429 + Penalty 3314.937344 = -3162513.406084
  nChanged 14
		SP:Iteration 63Q (64777.330000 sec): 3 clusters
  Score: Raw -3165829.210485 + Penalty 3314.937344 = -3162514.273141
  nChanged 16
		SP:Iteration 64Q (64777.600000 sec): 3 clusters
  Score: Raw -3165830.020708 + Penalty 3314.937344 = -3162515.083364
  nChanged 18
		SP:Iteration 65Q (64777.910000 sec): 3 clusters
  Score: Raw -3165830.916486 + Penalty 3314.937344 = -3162515.979141
  nChanged 12
		SP:Iteration 66Q (64778.210000 sec): 3 clusters
  Score: Raw -3165831.576201 + Penalty 3314.937344 = -3162516.638857
  nChanged 14
		SP:Iteration 67Q (64778.530000 sec): 3 clusters
  Score: Raw -3165832.499881 + Penalty 3314.937344 = -3162517.562537
  nChanged 16
		SP:Iteration 68Q (64778.820000 sec): 3 clusters
  Score: Raw -3165833.591345 + Penalty 3314.937344 = -3162518.654001
  nChanged 18
		SP:Iteration 69Q (64779.150000 sec): 3 clusters
  Score: Raw -3165834.769868 + Penalty 3314.937344 = -3162519.832524
  nChanged 21
		SP:Iteration 70Q (64779.460000 sec): 3 clusters
  Score: Raw -3165835.761009 + Penalty 3314.937344 = -3162520.823664
  nChanged 14
		SP:Iteration 71Q (64779.770000 sec): 3 clusters
  Score: Raw -3165836.357033 + Penalty 3314.937344 = -3162521.419689
  nChanged 13
		SP:Iteration 72Q (64780.090000 sec): 3 clusters
  Score: Raw -3165837.198913 + Penalty 3314.937344 = -3162522.261569
  nChanged 19
		SP:Iteration 73Q (64780.420000 sec): 3 clusters
  Score: Raw -3165838.425301 + Penalty 3314.937344 = -3162523.487957
  nChanged 20
		SP:Iteration 74Q (64780.770000 sec): 3 clusters
  Score: Raw -3165839.853276 + Penalty 3314.937344 = -3162524.915932
  nChanged 10
		SP:Iteration 75Q (64781.050000 sec): 3 clusters
  Score: Raw -3165840.382270 + Penalty 3314.937344 = -3162525.444926
  nChanged 14
		SP:Iteration 76Q (64781.350000 sec): 3 clusters
  Score: Raw -3165841.095218 + Penalty 3314.937344 = -3162526.157874
  nChanged 16
		SP:Iteration 77Q (64781.640000 sec): 3 clusters
  Score: Raw -3165841.915983 + Penalty 3314.937344 = -3162526.978639
  nChanged 19
		SP:Iteration 78Q (64781.880000 sec): 3 clusters
  Score: Raw -3165843.192453 + Penalty 3314.937344 = -3162528.255109
  nChanged 20
		SP:Iteration 79Q (64782.180000 sec): 3 clusters
  Score: Raw -3165844.397301 + Penalty 3314.937344 = -3162529.459956
  nChanged 20
		SP:Iteration 80F (64782.490000 sec): 3 clusters
  Score: Raw -3165845.518992 + Penalty 3314.937344 = -3162530.581648
  nChanged 25
		SP:Iteration 81Q (64782.800000 sec): 3 clusters
  Score: Raw -3165846.939414 + Penalty 3314.937344 = -3162532.002069
  nChanged 20
		SP:Iteration 82Q (64783.070000 sec): 3 clusters
  Score: Raw -3165848.126603 + Penalty 3314.937344 = -3162533.189259
  nChanged 18
		SP:Iteration 83Q (64783.370000 sec): 3 clusters
  Score: Raw -3165849.159644 + Penalty 3314.937344 = -3162534.222300
  nChanged 16
		SP:Iteration 84Q (64783.710000 sec): 3 clusters
  Score: Raw -3165850.212671 + Penalty 3314.937344 = -3162535.275326
  nChanged 23
		SP:Iteration 85Q (64783.990000 sec): 3 clusters
  Score: Raw -3165851.593119 + Penalty 3314.937344 = -3162536.655775
  nChanged 23
		SP:Iteration 86Q (64784.260000 sec): 3 clusters
  Score: Raw -3165852.813113 + Penalty 3314.937344 = -3162537.875769
  nChanged 17
		SP:Iteration 87Q (64784.590000 sec): 3 clusters
  Score: Raw -3165853.661047 + Penalty 3314.937344 = -3162538.723702
  nChanged 17
		SP:Iteration 88Q (64784.870000 sec): 3 clusters
  Score: Raw -3165854.544644 + Penalty 3314.937344 = -3162539.607300
  nChanged 16
		SP:Iteration 89Q (64785.160000 sec): 3 clusters
  Score: Raw -3165855.518034 + Penalty 3314.937344 = -3162540.580689
  nChanged 17
		SP:Iteration 90Q (64785.470000 sec): 3 clusters
  Score: Raw -3165856.406207 + Penalty 3314.937344 = -3162541.468862
  nChanged 19
		SP:Iteration 91Q (64785.770000 sec): 3 clusters
  Score: Raw -3165857.383094 + Penalty 3314.937344 = -3162542.445750
  nChanged 18
		SP:Iteration 92Q (64786.100000 sec): 3 clusters
  Score: Raw -3165858.157894 + Penalty 3314.937344 = -3162543.220550
  nChanged 13
		SP:Iteration 93Q (64786.330000 sec): 3 clusters
  Score: Raw -3165858.875576 + Penalty 3314.937344 = -3162543.938232
  nChanged 14
		SP:Iteration 94Q (64786.620000 sec): 3 clusters
  Score: Raw -3165859.671778 + Penalty 3314.937344 = -3162544.734434
  nChanged 15
		SP:Iteration 95Q (64786.910000 sec): 3 clusters
  Score: Raw -3165860.803322 + Penalty 3314.937344 = -3162545.865977
  nChanged 22
		SP:Iteration 96Q (64787.230000 sec): 3 clusters
  Score: Raw -3165862.494410 + Penalty 3314.937344 = -3162547.557066
  nChanged 29
		SP:Iteration 97Q (64787.480000 sec): 3 clusters
  Score: Raw -3165865.265483 + Penalty 3314.937344 = -3162550.328138
  nChanged 31
		SP:Iteration 98Q (64787.790000 sec): 3 clusters
  Score: Raw -3165867.199218 + Penalty 3314.937344 = -3162552.261873
  nChanged 26
		SP:Iteration 99Q (64788.080000 sec): 3 clusters
  Score: Raw -3165868.417779 + Penalty 3314.937344 = -3162553.480434
  nChanged 15
		SP:Iteration 100F (64788.410000 sec): 3 clusters
  Score: Raw -3165869.486158 + Penalty 3314.937344 = -3162554.548813
  nChanged 23
		SP:Iteration 101Q (64788.750000 sec): 3 clusters
  Score: Raw -3165870.901664 + Penalty 3314.937344 = -3162555.964319
  nChanged 24
		SP:Iteration 102Q (64788.990000 sec): 3 clusters
  Score: Raw -3165872.420634 + Penalty 3314.937344 = -3162557.483290
  nChanged 27
		SP:Iteration 103Q (64789.280000 sec): 3 clusters
  Score: Raw -3165874.367800 + Penalty 3314.937344 = -3162559.430456
  nChanged 27
		SP:Iteration 104Q (64789.620000 sec): 3 clusters
  Score: Raw -3165876.125514 + Penalty 3314.937344 = -3162561.188169
  nChanged 30
		SP:Iteration 105Q (64789.900000 sec): 3 clusters
  Score: Raw -3165878.100418 + Penalty 3314.937344 = -3162563.163074
  nChanged 24
		SP:Iteration 106Q (64790.210000 sec): 3 clusters
  Score: Raw -3165879.507369 + Penalty 3314.937344 = -3162564.570024
  nChanged 22
		SP:Iteration 107Q (64790.510000 sec): 3 clusters
  Score: Raw -3165880.786189 + Penalty 3314.937344 = -3162565.848845
  nChanged 20
		SP:Iteration 108Q (64790.830000 sec): 3 clusters
  Score: Raw -3165882.060798 + Penalty 3314.937344 = -3162567.123454
  nChanged 17
		SP:Iteration 109Q (64791.140000 sec): 3 clusters
  Score: Raw -3165883.024818 + Penalty 3314.937344 = -3162568.087474
  nChanged 16
		SP:Iteration 110Q (64791.410000 sec): 3 clusters
  Score: Raw -3165883.896869 + Penalty 3314.937344 = -3162568.959525
  nChanged 17
		SP:Iteration 111Q (64791.720000 sec): 3 clusters
  Score: Raw -3165884.787857 + Penalty 3314.937344 = -3162569.850513
  nChanged 16
		SP:Iteration 112Q (64792.010000 sec): 3 clusters
  Score: Raw -3165885.486745 + Penalty 3314.937344 = -3162570.549401
  nChanged 14
		SP:Iteration 113Q (64792.330000 sec): 3 clusters
  Score: Raw -3165886.328643 + Penalty 3314.937344 = -3162571.391299
  nChanged 20
		SP:Iteration 114Q (64792.620000 sec): 3 clusters
  Score: Raw -3165887.430118 + Penalty 3314.937344 = -3162572.492774
  nChanged 27
		SP:Iteration 115Q (64792.920000 sec): 3 clusters
  Score: Raw -3165888.729842 + Penalty 3314.937344 = -3162573.792498
  nChanged 25
		SP:Iteration 116Q (64793.220000 sec): 3 clusters
  Score: Raw -3165890.340610 + Penalty 3314.937344 = -3162575.403266
  nChanged 21
		SP:Iteration 117Q (64793.480000 sec): 3 clusters
  Score: Raw -3165891.480785 + Penalty 3314.937344 = -3162576.543440
  nChanged 22
		SP:Iteration 118Q (64793.750000 sec): 3 clusters
  Score: Raw -3165893.013503 + Penalty 3314.937344 = -3162578.076159
  nChanged 17
		SP:Iteration 119Q (64794.030000 sec): 3 clusters
  Score: Raw -3165894.215669 + Penalty 3314.937344 = -3162579.278325
  nChanged 21
		SP:Iteration 120F (64794.310000 sec): 3 clusters
  Score: Raw -3165895.738112 + Penalty 3314.937344 = -3162580.800768
  nChanged 20
		SP:Iteration 121Q (64794.610000 sec): 3 clusters
  Score: Raw -3165897.389283 + Penalty 3314.937344 = -3162582.451939
  nChanged 20
		SP:Iteration 122Q (64794.910000 sec): 3 clusters
  Score: Raw -3165898.897263 + Penalty 3314.937344 = -3162583.959919
  nChanged 27
		SP:Iteration 123Q (64795.230000 sec): 3 clusters
  Score: Raw -3165900.687687 + Penalty 3314.937344 = -3162585.750342
  nChanged 17
		SP:Iteration 124Q (64795.520000 sec): 3 clusters
  Score: Raw -3165901.980180 + Penalty 3314.937344 = -3162587.042836
  nChanged 14
		SP:Iteration 125Q (64795.820000 sec): 3 clusters
  Score: Raw -3165902.616972 + Penalty 3314.937344 = -3162587.679628
  nChanged 14
		SP:Iteration 126Q (64796.110000 sec): 3 clusters
  Score: Raw -3165903.311071 + Penalty 3314.937344 = -3162588.373727
  nChanged 13
		SP:Iteration 127Q (64796.370000 sec): 3 clusters
  Score: Raw -3165903.974371 + Penalty 3314.937344 = -3162589.037027
  nChanged 8
		SP:Iteration 128Q (64796.680000 sec): 3 clusters
  Score: Raw -3165904.339055 + Penalty 3314.937344 = -3162589.401711
  nChanged 9
		SP:Iteration 129Q (64796.980000 sec): 3 clusters
  Score: Raw -3165904.839712 + Penalty 3314.937344 = -3162589.902368
  nChanged 9
		SP:Iteration 130Q (64797.290000 sec): 3 clusters
  Score: Raw -3165905.293609 + Penalty 3314.937344 = -3162590.356265
  nChanged 8
		SP:Iteration 131Q (64797.530000 sec): 3 clusters
  Score: Raw -3165905.688132 + Penalty 3314.937344 = -3162590.750788
  nChanged 9
		SP:Iteration 132Q (64797.840000 sec): 3 clusters
  Score: Raw -3165906.037161 + Penalty 3314.937344 = -3162591.099817
  nChanged 8
		SP:Iteration 133Q (64798.090000 sec): 3 clusters
  Score: Raw -3165906.387313 + Penalty 3314.937344 = -3162591.449969
  nChanged 5
		SP:Iteration 134Q (64798.400000 sec): 3 clusters
  Score: Raw -3165906.520042 + Penalty 3314.937344 = -3162591.582697
  nChanged 5
		SP:Iteration 135Q (64798.670000 sec): 3 clusters
  Score: Raw -3165906.762317 + Penalty 3314.937344 = -3162591.824973
  nChanged 3
		SP:Iteration 136Q (64798.970000 sec): 3 clusters
  Score: Raw -3165906.928296 + Penalty 3314.937344 = -3162591.990951
  nChanged 7
		SP:Iteration 137Q (64799.270000 sec): 3 clusters
  Score: Raw -3165907.130757 + Penalty 3314.937344 = -3162592.193413
  nChanged 4
		SP:Iteration 138Q (64799.530000 sec): 3 clusters
  Score: Raw -3165907.315411 + Penalty 3314.937344 = -3162592.378067
  nChanged 6
		SP:Iteration 139Q (64799.870000 sec): 3 clusters
  Score: Raw -3165907.713540 + Penalty 3314.937344 = -3162592.776195
  nChanged 7
		SP:Iteration 140F (64800.130000 sec): 3 clusters
  Score: Raw -3165908.246839 + Penalty 3314.937344 = -3162593.309494
  nChanged 11
		SP:Iteration 141Q (64800.450000 sec): 3 clusters
  Score: Raw -3165909.181743 + Penalty 3314.937344 = -3162594.244399
  nChanged 13
		SP:Iteration 142Q (64800.780000 sec): 3 clusters
  Score: Raw -3165909.831208 + Penalty 3314.937344 = -3162594.893864
  nChanged 11
		SP:Iteration 143Q (64801.110000 sec): 3 clusters
  Score: Raw -3165910.409335 + Penalty 3314.937344 = -3162595.471990
  nChanged 13
		SP:Iteration 144Q (64801.390000 sec): 3 clusters
  Score: Raw -3165911.223592 + Penalty 3314.937344 = -3162596.286248
  nChanged 15
		SP:Iteration 145Q (64801.690000 sec): 3 clusters
  Score: Raw -3165912.125642 + Penalty 3314.937344 = -3162597.188298
  nChanged 20
		SP:Iteration 146Q (64802.010000 sec): 3 clusters
  Score: Raw -3165913.315012 + Penalty 3314.937344 = -3162598.377667
  nChanged 18
		SP:Iteration 147Q (64802.290000 sec): 3 clusters
  Score: Raw -3165914.687538 + Penalty 3314.937344 = -3162599.750193
  nChanged 19
		SP:Iteration 148Q (64802.560000 sec): 3 clusters
  Score: Raw -3165915.849671 + Penalty 3314.937344 = -3162600.912327
  nChanged 17
		SP:Iteration 149Q (64802.820000 sec): 3 clusters
  Score: Raw -3165916.755267 + Penalty 3314.937344 = -3162601.817923
  nChanged 14
		SP:Iteration 150Q (64803.120000 sec): 3 clusters
  Score: Raw -3165917.318321 + Penalty 3314.937344 = -3162602.380977
  nChanged 19
		SP:Iteration 151Q (64803.420000 sec): 3 clusters
  Score: Raw -3165918.403756 + Penalty 3314.937344 = -3162603.466412
  nChanged 21
		SP:Iteration 152Q (64803.690000 sec): 3 clusters
  Score: Raw -3165919.557598 + Penalty 3314.937344 = -3162604.620253
  nChanged 12
		SP:Iteration 153Q (64803.940000 sec): 3 clusters
  Score: Raw -3165920.219644 + Penalty 3314.937344 = -3162605.282300
  nChanged 12
		SP:Iteration 154Q (64804.240000 sec): 3 clusters
  Score: Raw -3165920.923037 + Penalty 3314.937344 = -3162605.985693
  nChanged 10
		SP:Iteration 155Q (64804.520000 sec): 3 clusters
  Score: Raw -3165921.366295 + Penalty 3314.937344 = -3162606.428951
  nChanged 14
		SP:Iteration 156Q (64804.790000 sec): 3 clusters
  Score: Raw -3165922.069668 + Penalty 3314.937344 = -3162607.132324
  nChanged 16
		SP:Iteration 157Q (64805.080000 sec): 3 clusters
  Score: Raw -3165923.145685 + Penalty 3314.937344 = -3162608.208341
  nChanged 10
		SP:Iteration 158Q (64805.370000 sec): 3 clusters
  Score: Raw -3165923.603125 + Penalty 3314.937344 = -3162608.665781
  nChanged 8
		SP:Iteration 159Q (64805.650000 sec): 3 clusters
  Score: Raw -3165923.916740 + Penalty 3314.937344 = -3162608.979395
  nChanged 6
		SP:Iteration 160F (64805.910000 sec): 3 clusters
  Score: Raw -3165924.098767 + Penalty 3314.937344 = -3162609.161422
  nChanged 4
		SP:Iteration 161Q (64806.190000 sec): 3 clusters
  Score: Raw -3165924.184789 + Penalty 3314.937344 = -3162609.247444
  nChanged 3
		SP:Iteration 162Q (64806.480000 sec): 3 clusters
  Score: Raw -3165924.271280 + Penalty 3314.937344 = -3162609.333936
  nChanged 7
		SP:Iteration 163Q (64806.830000 sec): 3 clusters
  Score: Raw -3165924.713081 + Penalty 3314.937344 = -3162609.775737
  nChanged 9
		SP:Iteration 164Q (64807.110000 sec): 3 clusters
  Score: Raw -3165925.028724 + Penalty 3314.937344 = -3162610.091379
  nChanged 7
		SP:Iteration 165Q (64807.390000 sec): 3 clusters
  Score: Raw -3165925.494385 + Penalty 3314.937344 = -3162610.557041
  nChanged 8
		SP:Iteration 166Q (64807.670000 sec): 3 clusters
  Score: Raw -3165926.048220 + Penalty 3314.937344 = -3162611.110875
  nChanged 12
		SP:Iteration 167Q (64807.990000 sec): 3 clusters
  Score: Raw -3165926.909060 + Penalty 3314.937344 = -3162611.971715
  nChanged 11
		SP:Iteration 168Q (64808.260000 sec): 3 clusters
  Score: Raw -3165927.291094 + Penalty 3314.937344 = -3162612.353750
  nChanged 10
		SP:Iteration 169Q (64808.570000 sec): 3 clusters
  Score: Raw -3165927.579830 + Penalty 3314.937344 = -3162612.642486
  nChanged 8
		SP:Iteration 170Q (64808.850000 sec): 3 clusters
  Score: Raw -3165927.699294 + Penalty 3314.937344 = -3162612.761950
  nChanged 0
		SP:Iteration 171F (64809.110000 sec): 3 clusters
  Score: Raw -3165927.699294 + Penalty 3314.937344 = -3162612.761950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (12908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64809.300000 sec): 2 clusters
  Score: Raw -1433190.078121 + Penalty 1538.160415 = -1431651.917706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64809.510000 sec): 3 clusters
  Score: Raw -1425841.477683 + Penalty 3076.320830 = -1422765.156854
  nChanged 5673
		SP:Iteration 1F (64809.710000 sec): 3 clusters
  Score: Raw -1429627.124900 + Penalty 3076.320830 = -1426550.804071
  nChanged 1220
		SP:Iteration 2F (64809.980000 sec): 3 clusters
  Score: Raw -1430980.700040 + Penalty 3076.320830 = -1427904.379210
  nChanged 1319
		SP:Iteration 3F (64810.220000 sec): 3 clusters
  Score: Raw -1432441.185055 + Penalty 3076.320830 = -1429364.864225
  nChanged 1154
		SP:Iteration 4F (64810.460000 sec): 3 clusters
  Score: Raw -1433810.744040 + Penalty 3076.320830 = -1430734.423210
  nChanged 1002
		SP:Iteration 5F (64810.700000 sec): 3 clusters
  Score: Raw -1435315.698616 + Penalty 3076.320830 = -1432239.377786
  nChanged 891
		SP:Iteration 6F (64810.910000 sec): 3 clusters
  Score: Raw -1437088.447091 + Penalty 3076.320830 = -1434012.126261
  nChanged 665
		SP:Iteration 7F (64811.140000 sec): 3 clusters
  Score: Raw -1438045.749970 + Penalty 3076.320830 = -1434969.429140
  nChanged 387
		SP:Iteration 8Q (64811.380000 sec): 3 clusters
  Score: Raw -1438278.483386 + Penalty 3076.320830 = -1435202.162556
  nChanged 196
		SP:Iteration 9Q (64811.630000 sec): 3 clusters
  Score: Raw -1438359.519035 + Penalty 3076.320830 = -1435283.198205
  nChanged 160
		SP:Iteration 10Q (64811.830000 sec): 3 clusters
  Score: Raw -1438421.617888 + Penalty 3076.320830 = -1435345.297058
  nChanged 121
		SP:Iteration 11Q (64812.040000 sec): 3 clusters
  Score: Raw -1438463.086169 + Penalty 3076.320830 = -1435386.765339
  nChanged 126
		SP:Iteration 12Q (64812.300000 sec): 3 clusters
  Score: Raw -1438513.803892 + Penalty 3076.320830 = -1435437.483062
  nChanged 129
		SP:Iteration 13Q (64812.510000 sec): 3 clusters
  Score: Raw -1438580.797904 + Penalty 3076.320830 = -1435504.477074
  nChanged 142
		SP:Iteration 14Q (64812.710000 sec): 3 clusters
  Score: Raw -1438649.676325 + Penalty 3076.320830 = -1435573.355495
  nChanged 135
		SP:Iteration 15Q (64812.980000 sec): 3 clusters
  Score: Raw -1438716.006281 + Penalty 3076.320830 = -1435639.685451
  nChanged 130
		SP:Iteration 16Q (64813.150000 sec): 3 clusters
  Score: Raw -1438779.489270 + Penalty 3076.320830 = -1435703.168440
  nChanged 119
		SP:Iteration 17Q (64813.390000 sec): 3 clusters
  Score: Raw -1438834.934768 + Penalty 3076.320830 = -1435758.613938
  nChanged 118
		SP:Iteration 18Q (64813.660000 sec): 3 clusters
  Score: Raw -1438879.475152 + Penalty 3076.320830 = -1435803.154322
  nChanged 102
		SP:Iteration 19Q (64813.860000 sec): 3 clusters
  Score: Raw -1438912.657705 + Penalty 3076.320830 = -1435836.336875
  nChanged 83
		SP:Iteration 20F (64814.080000 sec): 3 clusters
  Score: Raw -1438942.432298 + Penalty 3076.320830 = -1435866.111469
  nChanged 68
		SP:Iteration 21Q (64814.310000 sec): 3 clusters
  Score: Raw -1438962.394838 + Penalty 3076.320830 = -1435886.074008
  nChanged 50
		SP:Iteration 22Q (64814.550000 sec): 3 clusters
  Score: Raw -1438976.146903 + Penalty 3076.320830 = -1435899.826073
  nChanged 32
		SP:Iteration 23Q (64814.770000 sec): 3 clusters
  Score: Raw -1438983.282066 + Penalty 3076.320830 = -1435906.961236
  nChanged 28
		SP:Iteration 24Q (64815.010000 sec): 3 clusters
  Score: Raw -1438988.866519 + Penalty 3076.320830 = -1435912.545689
  nChanged 19
		SP:Iteration 25Q (64815.210000 sec): 3 clusters
  Score: Raw -1438991.351401 + Penalty 3076.320830 = -1435915.030572
  nChanged 11
		SP:Iteration 26Q (64815.480000 sec): 3 clusters
  Score: Raw -1438992.505265 + Penalty 3076.320830 = -1435916.184435
  nChanged 14
		SP:Iteration 27Q (64815.660000 sec): 3 clusters
  Score: Raw -1438993.689263 + Penalty 3076.320830 = -1435917.368433
  nChanged 8
		SP:Iteration 28Q (64815.900000 sec): 3 clusters
  Score: Raw -1438994.329878 + Penalty 3076.320830 = -1435918.009048
  nChanged 9
		SP:Iteration 29Q (64816.110000 sec): 3 clusters
  Score: Raw -1438995.080955 + Penalty 3076.320830 = -1435918.760125
  nChanged 7
		SP:Iteration 30Q (64816.330000 sec): 3 clusters
  Score: Raw -1438995.575756 + Penalty 3076.320830 = -1435919.254927
  nChanged 7
		SP:Iteration 31Q (64816.540000 sec): 3 clusters
  Score: Raw -1438995.930790 + Penalty 3076.320830 = -1435919.609960
  nChanged 3
		SP:Iteration 32Q (64816.760000 sec): 3 clusters
  Score: Raw -1438996.478736 + Penalty 3076.320830 = -1435920.157906
  nChanged 3
		SP:Iteration 33Q (64817.030000 sec): 3 clusters
  Score: Raw -1438996.736000 + Penalty 3076.320830 = -1435920.415170
  nChanged 3
		SP:Iteration 34Q (64817.240000 sec): 3 clusters
  Score: Raw -1438996.934972 + Penalty 3076.320830 = -1435920.614143
  nChanged 4
		SP:Iteration 35Q (64817.470000 sec): 3 clusters
  Score: Raw -1438997.193498 + Penalty 3076.320830 = -1435920.872668
  nChanged 3
		SP:Iteration 36Q (64817.700000 sec): 3 clusters
  Score: Raw -1438997.489494 + Penalty 3076.320830 = -1435921.168664
  nChanged 2
		SP:Iteration 37Q (64817.930000 sec): 3 clusters
  Score: Raw -1438997.572466 + Penalty 3076.320830 = -1435921.251636
  nChanged 0
		SP:Iteration 38F (64818.120000 sec): 3 clusters
  Score: Raw -1438997.572466 + Penalty 3076.320830 = -1435921.251636
  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 6.54 GB.

 Trying to split cluster 21 (3687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64818.260000 sec): 2 clusters
  Score: Raw -420212.254012 + Penalty 1334.542365 = -418877.711647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64818.460000 sec): 3 clusters
  Score: Raw -418411.705952 + Penalty 2669.084729 = -415742.621222
  nChanged 1495
		SP:Iteration 1F (64818.630000 sec): 3 clusters
  Score: Raw -419408.164811 + Penalty 2669.084729 = -416739.080082
  nChanged 311
		SP:Iteration 2F (64818.800000 sec): 3 clusters
  Score: Raw -419741.131546 + Penalty 2669.084729 = -417072.046816
  nChanged 330
		SP:Iteration 3F (64818.990000 sec): 3 clusters
  Score: Raw -420338.375754 + Penalty 2669.084729 = -417669.291024
  nChanged 405
		SP:Iteration 4F (64819.150000 sec): 3 clusters
  Score: Raw -422038.576583 + Penalty 2669.084729 = -419369.491854
  nChanged 384
		SP:Iteration 5F (64819.320000 sec): 3 clusters
  Score: Raw -425375.072444 + Penalty 2669.084729 = -422705.987715
  nChanged 296
		SP:Iteration 6F (64819.470000 sec): 3 clusters
  Score: Raw -426158.438126 + Penalty 2669.084729 = -423489.353397
  nChanged 91
		SP:Iteration 7Q (64819.660000 sec): 3 clusters
  Score: Raw -426452.215828 + Penalty 2669.084729 = -423783.131098
  nChanged 51
		SP:Iteration 8Q (64819.820000 sec): 3 clusters
  Score: Raw -426551.862198 + Penalty 2669.084729 = -423882.777469
  nChanged 42
		SP:Iteration 9Q (64819.990000 sec): 3 clusters
  Score: Raw -426606.585500 + Penalty 2669.084729 = -423937.500771
  nChanged 31
		SP:Iteration 10Q (64820.180000 sec): 3 clusters
  Score: Raw -426645.574725 + Penalty 2669.084729 = -423976.489996
  nChanged 33
		SP:Iteration 11Q (64820.360000 sec): 3 clusters
  Score: Raw -426689.349798 + Penalty 2669.084729 = -424020.265069
  nChanged 34
		SP:Iteration 12Q (64820.560000 sec): 3 clusters
  Score: Raw -426717.905650 + Penalty 2669.084729 = -424048.820921
  nChanged 32
		SP:Iteration 13Q (64820.670000 sec): 3 clusters
  Score: Raw -426746.719967 + Penalty 2669.084729 = -424077.635238
  nChanged 35
		SP:Iteration 14Q (64820.860000 sec): 3 clusters
  Score: Raw -426789.805562 + Penalty 2669.084729 = -424120.720833
  nChanged 37
		SP:Iteration 15Q (64821.010000 sec): 3 clusters
  Score: Raw -426849.192397 + Penalty 2669.084729 = -424180.107668
  nChanged 36
		SP:Iteration 16Q (64821.160000 sec): 3 clusters
  Score: Raw -426906.455145 + Penalty 2669.084729 = -424237.370415
  nChanged 24
		SP:Iteration 17Q (64821.330000 sec): 3 clusters
  Score: Raw -426971.384574 + Penalty 2669.084729 = -424302.299844
  nChanged 26
		SP:Iteration 18Q (64821.560000 sec): 3 clusters
  Score: Raw -427070.106774 + Penalty 2669.084729 = -424401.022045
  nChanged 17
		SP:Iteration 19Q (64821.670000 sec): 3 clusters
  Score: Raw -427204.976425 + Penalty 2669.084729 = -424535.891695
  nChanged 19
		SP:Iteration 20F (64821.870000 sec): 3 clusters
  Score: Raw -427468.955230 + Penalty 2669.084729 = -424799.870500
  nChanged 17
		SP:Iteration 21Q (64822.050000 sec): 3 clusters
  Score: Raw -428050.281824 + Penalty 2669.084729 = -425381.197095
  nChanged 2
		SP:Iteration 22Q (64822.180000 sec): 3 clusters
  Score: Raw -428145.237873 + Penalty 2669.084729 = -425476.153144
  nChanged 0
		SP:Iteration 23F (64822.370000 sec): 3 clusters
  Score: Raw -428145.237873 + Penalty 2669.084729 = -425476.153144
  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 6.54 GB.

 Trying to split cluster 22 (8738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64822.470000 sec): 2 clusters
  Score: Raw -988015.359331 + Penalty 1474.758449 = -986540.600882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64822.700000 sec): 3 clusters
  Score: Raw -983230.694291 + Penalty 2949.516898 = -980281.177393
  nChanged 3806
		SP:Iteration 1F (64822.910000 sec): 3 clusters
  Score: Raw -986347.978506 + Penalty 2949.516898 = -983398.461608
  nChanged 931
		SP:Iteration 2F (64823.070000 sec): 3 clusters
  Score: Raw -987866.090757 + Penalty 2949.516898 = -984916.573859
  nChanged 1084
		SP:Iteration 3F (64823.280000 sec): 3 clusters
  Score: Raw -989624.782427 + Penalty 2949.516898 = -986675.265528
  nChanged 1015
		SP:Iteration 4F (64823.520000 sec): 3 clusters
  Score: Raw -990980.627531 + Penalty 2949.516898 = -988031.110633
  nChanged 704
		SP:Iteration 5F (64823.710000 sec): 3 clusters
  Score: Raw -991750.645801 + Penalty 2949.516898 = -988801.128903
  nChanged 452
		SP:Iteration 6F (64823.960000 sec): 3 clusters
  Score: Raw -992102.061711 + Penalty 2949.516898 = -989152.544813
  nChanged 273
		SP:Iteration 7Q (64824.160000 sec): 3 clusters
  Score: Raw -992262.240873 + Penalty 2949.516898 = -989312.723975
  nChanged 177
		SP:Iteration 8Q (64824.380000 sec): 3 clusters
  Score: Raw -992353.637524 + Penalty 2949.516898 = -989404.120625
  nChanged 144
		SP:Iteration 9Q (64824.600000 sec): 3 clusters
  Score: Raw -992421.577227 + Penalty 2949.516898 = -989472.060329
  nChanged 114
		SP:Iteration 10Q (64824.770000 sec): 3 clusters
  Score: Raw -992474.848179 + Penalty 2949.516898 = -989525.331281
  nChanged 127
		SP:Iteration 11Q (64824.980000 sec): 3 clusters
  Score: Raw -992540.369016 + Penalty 2949.516898 = -989590.852118
  nChanged 101
		SP:Iteration 12Q (64825.190000 sec): 3 clusters
  Score: Raw -992598.844563 + Penalty 2949.516898 = -989649.327664
  nChanged 93
		SP:Iteration 13Q (64825.380000 sec): 3 clusters
  Score: Raw -992700.131948 + Penalty 2949.516898 = -989750.615050
  nChanged 123
		SP:Iteration 14Q (64825.590000 sec): 3 clusters
  Score: Raw -992933.862723 + Penalty 2949.516898 = -989984.345825
  nChanged 157
		SP:Iteration 15Q (64825.800000 sec): 3 clusters
  Score: Raw -993175.798318 + Penalty 2949.516898 = -990226.281420
  nChanged 114
		SP:Iteration 16Q (64826.000000 sec): 3 clusters
  Score: Raw -993229.926711 + Penalty 2949.516898 = -990280.409813
  nChanged 57
		SP:Iteration 17Q (64826.200000 sec): 3 clusters
  Score: Raw -993241.078197 + Penalty 2949.516898 = -990291.561299
  nChanged 28
		SP:Iteration 18Q (64826.440000 sec): 3 clusters
  Score: Raw -993250.044263 + Penalty 2949.516898 = -990300.527365
  nChanged 30
		SP:Iteration 19Q (64826.610000 sec): 3 clusters
  Score: Raw -993258.909205 + Penalty 2949.516898 = -990309.392307
  nChanged 27
		SP:Iteration 20F (64826.830000 sec): 3 clusters
  Score: Raw -993265.757402 + Penalty 2949.516898 = -990316.240503
  nChanged 20
		SP:Iteration 21Q (64827.030000 sec): 3 clusters
  Score: Raw -993271.048910 + Penalty 2949.516898 = -990321.532012
  nChanged 18
		SP:Iteration 22Q (64827.210000 sec): 3 clusters
  Score: Raw -993274.071045 + Penalty 2949.516898 = -990324.554147
  nChanged 17
		SP:Iteration 23Q (64827.420000 sec): 3 clusters
  Score: Raw -993277.532598 + Penalty 2949.516898 = -990328.015700
  nChanged 15
		SP:Iteration 24Q (64827.660000 sec): 3 clusters
  Score: Raw -993280.344645 + Penalty 2949.516898 = -990330.827747
  nChanged 10
		SP:Iteration 25Q (64827.840000 sec): 3 clusters
  Score: Raw -993282.777561 + Penalty 2949.516898 = -990333.260663
  nChanged 12
		SP:Iteration 26Q (64828.110000 sec): 3 clusters
  Score: Raw -993285.909951 + Penalty 2949.516898 = -990336.393053
  nChanged 9
		SP:Iteration 27Q (64828.310000 sec): 3 clusters
  Score: Raw -993288.742674 + Penalty 2949.516898 = -990339.225776
  nChanged 14
		SP:Iteration 28Q (64828.540000 sec): 3 clusters
  Score: Raw -993291.850582 + Penalty 2949.516898 = -990342.333684
  nChanged 13
		SP:Iteration 29Q (64828.760000 sec): 3 clusters
  Score: Raw -993294.768808 + Penalty 2949.516898 = -990345.251910
  nChanged 13
		SP:Iteration 30Q (64828.920000 sec): 3 clusters
  Score: Raw -993298.024879 + Penalty 2949.516898 = -990348.507981
  nChanged 15
		SP:Iteration 31Q (64829.120000 sec): 3 clusters
  Score: Raw -993301.479870 + Penalty 2949.516898 = -990351.962972
  nChanged 15
		SP:Iteration 32Q (64829.330000 sec): 3 clusters
  Score: Raw -993305.056659 + Penalty 2949.516898 = -990355.539761
  nChanged 12
		SP:Iteration 33Q (64829.520000 sec): 3 clusters
  Score: Raw -993306.771794 + Penalty 2949.516898 = -990357.254896
  nChanged 6
		SP:Iteration 34Q (64829.700000 sec): 3 clusters
  Score: Raw -993307.749627 + Penalty 2949.516898 = -990358.232729
  nChanged 9
		SP:Iteration 35Q (64829.950000 sec): 3 clusters
  Score: Raw -993309.311013 + Penalty 2949.516898 = -990359.794115
  nChanged 7
		SP:Iteration 36Q (64830.110000 sec): 3 clusters
  Score: Raw -993310.233838 + Penalty 2949.516898 = -990360.716940
  nChanged 7
		SP:Iteration 37Q (64830.310000 sec): 3 clusters
  Score: Raw -993311.320890 + Penalty 2949.516898 = -990361.803992
  nChanged 15
		SP:Iteration 38Q (64830.560000 sec): 3 clusters
  Score: Raw -993314.511732 + Penalty 2949.516898 = -990364.994834
  nChanged 17
		SP:Iteration 39Q (64830.770000 sec): 3 clusters
  Score: Raw -993317.501276 + Penalty 2949.516898 = -990367.984378
  nChanged 6
		SP:Iteration 40F (64830.960000 sec): 3 clusters
  Score: Raw -993318.502998 + Penalty 2949.516898 = -990368.986100
  nChanged 7
		SP:Iteration 41Q (64831.180000 sec): 3 clusters
  Score: Raw -993319.537378 + Penalty 2949.516898 = -990370.020480
  nChanged 3
		SP:Iteration 42Q (64831.370000 sec): 3 clusters
  Score: Raw -993319.846245 + Penalty 2949.516898 = -990370.329347
  nChanged 2
		SP:Iteration 43Q (64831.580000 sec): 3 clusters
  Score: Raw -993320.060199 + Penalty 2949.516898 = -990370.543301
  nChanged 2
		SP:Iteration 44Q (64831.770000 sec): 3 clusters
  Score: Raw -993320.506506 + Penalty 2949.516898 = -990370.989608
  nChanged 2
		SP:Iteration 45Q (64832.020000 sec): 3 clusters
  Score: Raw -993320.790384 + Penalty 2949.516898 = -990371.273486
  nChanged 3
		SP:Iteration 46Q (64832.240000 sec): 3 clusters
  Score: Raw -993321.151409 + Penalty 2949.516898 = -990371.634511
  nChanged 0
		SP:Iteration 47F (64832.450000 sec): 3 clusters
  Score: Raw -993321.151409 + Penalty 2949.516898 = -990371.634511
  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 6.54 GB.

 Trying to split cluster 23 (154259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64833.180000 sec): 2 clusters
  Score: Raw -19032387.627488 + Penalty 1941.288097 = -19030446.339391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64834.030000 sec): 3 clusters
  Score: Raw -18930591.726941 + Penalty 3882.576193 = -18926709.150747
  nChanged 74475
		SP:Iteration 1F (64834.920000 sec): 3 clusters
  Score: Raw -18974121.319436 + Penalty 3882.576193 = -18970238.743243
  nChanged 3774
		SP:Iteration 2Q (64835.880000 sec): 3 clusters
  Score: Raw -18974759.010140 + Penalty 3882.576193 = -18970876.433947
  nChanged 3699
		SP:Iteration 3Q (64836.840000 sec): 3 clusters
  Score: Raw -18975442.760738 + Penalty 3882.576193 = -18971560.184545
  nChanged 3944
		SP:Iteration 4Q (64837.800000 sec): 3 clusters
  Score: Raw -18976317.821594 + Penalty 3882.576193 = -18972435.245401
  nChanged 4524
		SP:Iteration 5Q (64838.740000 sec): 3 clusters
  Score: Raw -18977513.368247 + Penalty 3882.576193 = -18973630.792054
  nChanged 5191
		SP:Iteration 6Q (64839.600000 sec): 3 clusters
  Score: Raw -18979216.258844 + Penalty 3882.576193 = -18975333.682650
  nChanged 6162
		SP:Iteration 7Q (64840.530000 sec): 3 clusters
  Score: Raw -18981710.192884 + Penalty 3882.576193 = -18977827.616691
  nChanged 7171
		SP:Iteration 8Q (64841.390000 sec): 3 clusters
  Score: Raw -18985382.838363 + Penalty 3882.576193 = -18981500.262170
  nChanged 8349
		SP:Iteration 9F (64842.250000 sec): 3 clusters
  Score: Raw -18990441.115417 + Penalty 3882.576193 = -18986558.539223
  nChanged 9084
		SP:Iteration 10F (64843.150000 sec): 3 clusters
  Score: Raw -18996418.980885 + Penalty 3882.576193 = -18992536.404691
  nChanged 9055
		SP:Iteration 11F (64844.080000 sec): 3 clusters
  Score: Raw -19002224.506568 + Penalty 3882.576193 = -18998341.930374
  nChanged 8240
		SP:Iteration 12F (64844.930000 sec): 3 clusters
  Score: Raw -19007145.768864 + Penalty 3882.576193 = -19003263.192671
  nChanged 6982
		SP:Iteration 13Q (64845.790000 sec): 3 clusters
  Score: Raw -19010995.621402 + Penalty 3882.576193 = -19007113.045209
  nChanged 5818
		SP:Iteration 14Q (64846.690000 sec): 3 clusters
  Score: Raw -19013877.671699 + Penalty 3882.576193 = -19009995.095506
  nChanged 4682
		SP:Iteration 15Q (64847.590000 sec): 3 clusters
  Score: Raw -19015887.007862 + Penalty 3882.576193 = -19012004.431669
  nChanged 3872
		SP:Iteration 16Q (64848.450000 sec): 3 clusters
  Score: Raw -19017340.471466 + Penalty 3882.576193 = -19013457.895273
  nChanged 3200
		SP:Iteration 17Q (64849.280000 sec): 3 clusters
  Score: Raw -19018443.445682 + Penalty 3882.576193 = -19014560.869489
  nChanged 2794
		SP:Iteration 18Q (64850.130000 sec): 3 clusters
  Score: Raw -19019346.062874 + Penalty 3882.576193 = -19015463.486680
  nChanged 2459
		SP:Iteration 19Q (64850.990000 sec): 3 clusters
  Score: Raw -19020098.049923 + Penalty 3882.576193 = -19016215.473730
  nChanged 2313
		SP:Iteration 20F (64851.880000 sec): 3 clusters
  Score: Raw -19020765.856172 + Penalty 3882.576193 = -19016883.279978
  nChanged 2107
		SP:Iteration 21Q (64852.750000 sec): 3 clusters
  Score: Raw -19021344.352370 + Penalty 3882.576193 = -19017461.776177
  nChanged 1897
		SP:Iteration 22Q (64853.620000 sec): 3 clusters
  Score: Raw -19021857.207827 + Penalty 3882.576193 = -19017974.631634
  nChanged 1810
		SP:Iteration 23Q (64854.440000 sec): 3 clusters
  Score: Raw -19022301.115961 + Penalty 3882.576193 = -19018418.539768
  nChanged 1646
		SP:Iteration 24Q (64855.290000 sec): 3 clusters
  Score: Raw -19022686.211676 + Penalty 3882.576193 = -19018803.635482
  nChanged 1535
		SP:Iteration 25Q (64856.120000 sec): 3 clusters
  Score: Raw -19023010.801013 + Penalty 3882.576193 = -19019128.224820
  nChanged 1421
		SP:Iteration 26Q (64856.970000 sec): 3 clusters
  Score: Raw -19023271.918355 + Penalty 3882.576193 = -19019389.342162
  nChanged 1236
		SP:Iteration 27Q (64857.840000 sec): 3 clusters
  Score: Raw -19023482.978116 + Penalty 3882.576193 = -19019600.401923
  nChanged 1066
		SP:Iteration 28Q (64858.630000 sec): 3 clusters
  Score: Raw -19023638.877509 + Penalty 3882.576193 = -19019756.301316
  nChanged 910
		SP:Iteration 29Q (64859.440000 sec): 3 clusters
  Score: Raw -19023759.145470 + Penalty 3882.576193 = -19019876.569277
  nChanged 812
		SP:Iteration 30Q (64860.220000 sec): 3 clusters
  Score: Raw -19023849.932159 + Penalty 3882.576193 = -19019967.355966
  nChanged 705
		SP:Iteration 31Q (64861.040000 sec): 3 clusters
  Score: Raw -19023911.102145 + Penalty 3882.576193 = -19020028.525951
  nChanged 552
		SP:Iteration 32Q (64861.850000 sec): 3 clusters
  Score: Raw -19023950.597285 + Penalty 3882.576193 = -19020068.021092
  nChanged 436
		SP:Iteration 33Q (64862.690000 sec): 3 clusters
  Score: Raw -19023979.573687 + Penalty 3882.576193 = -19020096.997494
  nChanged 414
		SP:Iteration 34Q (64863.490000 sec): 3 clusters
  Score: Raw -19024005.491764 + Penalty 3882.576193 = -19020122.915571
  nChanged 417
		SP:Iteration 35Q (64864.280000 sec): 3 clusters
  Score: Raw -19024030.551416 + Penalty 3882.576193 = -19020147.975223
  nChanged 356
		SP:Iteration 36Q (64865.040000 sec): 3 clusters
  Score: Raw -19024049.477025 + Penalty 3882.576193 = -19020166.900832
  nChanged 317
		SP:Iteration 37Q (64865.750000 sec): 3 clusters
  Score: Raw -19024067.118045 + Penalty 3882.576193 = -19020184.541852
  nChanged 294
		SP:Iteration 38Q (64866.480000 sec): 3 clusters
  Score: Raw -19024083.605883 + Penalty 3882.576193 = -19020201.029690
  nChanged 293
		SP:Iteration 39Q (64867.220000 sec): 3 clusters
  Score: Raw -19024099.559967 + Penalty 3882.576193 = -19020216.983773
  nChanged 269
		SP:Iteration 40F (64867.960000 sec): 3 clusters
  Score: Raw -19024112.548593 + Penalty 3882.576193 = -19020229.972399
  nChanged 246
		SP:Iteration 41Q (64868.710000 sec): 3 clusters
  Score: Raw -19024124.135148 + Penalty 3882.576193 = -19020241.558955
  nChanged 250
		SP:Iteration 42Q (64869.480000 sec): 3 clusters
  Score: Raw -19024135.724974 + Penalty 3882.576193 = -19020253.148781
  nChanged 218
		SP:Iteration 43Q (64870.250000 sec): 3 clusters
  Score: Raw -19024145.604609 + Penalty 3882.576193 = -19020263.028415
  nChanged 240
		SP:Iteration 44Q (64871.030000 sec): 3 clusters
  Score: Raw -19024156.570591 + Penalty 3882.576193 = -19020273.994398
  nChanged 216
		SP:Iteration 45Q (64871.760000 sec): 3 clusters
  Score: Raw -19024166.333792 + Penalty 3882.576193 = -19020283.757599
  nChanged 212
		SP:Iteration 46Q (64872.470000 sec): 3 clusters
  Score: Raw -19024175.477480 + Penalty 3882.576193 = -19020292.901286
  nChanged 230
		SP:Iteration 47Q (64873.220000 sec): 3 clusters
  Score: Raw -19024185.823782 + Penalty 3882.576193 = -19020303.247588
  nChanged 237
		SP:Iteration 48Q (64874.090000 sec): 3 clusters
  Score: Raw -19024195.433127 + Penalty 3882.576193 = -19020312.856933
  nChanged 196
		SP:Iteration 49Q (64874.940000 sec): 3 clusters
  Score: Raw -19024203.020859 + Penalty 3882.576193 = -19020320.444666
  nChanged 182
		SP:Iteration 50Q (64875.840000 sec): 3 clusters
  Score: Raw -19024210.286205 + Penalty 3882.576193 = -19020327.710012
  nChanged 197
		SP:Iteration 51Q (64876.740000 sec): 3 clusters
  Score: Raw -19024218.142446 + Penalty 3882.576193 = -19020335.566253
  nChanged 203
		SP:Iteration 52Q (64877.640000 sec): 3 clusters
  Score: Raw -19024226.386030 + Penalty 3882.576193 = -19020343.809837
  nChanged 229
		SP:Iteration 53Q (64878.570000 sec): 3 clusters
  Score: Raw -19024237.128713 + Penalty 3882.576193 = -19020354.552520
  nChanged 252
		SP:Iteration 54Q (64879.480000 sec): 3 clusters
  Score: Raw -19024249.567668 + Penalty 3882.576193 = -19020366.991474
  nChanged 265
		SP:Iteration 55Q (64880.330000 sec): 3 clusters
  Score: Raw -19024262.275623 + Penalty 3882.576193 = -19020379.699429
  nChanged 252
		SP:Iteration 56Q (64881.160000 sec): 3 clusters
  Score: Raw -19024273.566165 + Penalty 3882.576193 = -19020390.989971
  nChanged 253
		SP:Iteration 57Q (64881.950000 sec): 3 clusters
  Score: Raw -19024284.817635 + Penalty 3882.576193 = -19020402.241442
  nChanged 270
		SP:Iteration 58Q (64882.740000 sec): 3 clusters
  Score: Raw -19024296.185352 + Penalty 3882.576193 = -19020413.609159
  nChanged 277
		SP:Iteration 59Q (64883.580000 sec): 3 clusters
  Score: Raw -19024308.661868 + Penalty 3882.576193 = -19020426.085675
  nChanged 282
		SP:Iteration 60F (64884.460000 sec): 3 clusters
  Score: Raw -19024321.965822 + Penalty 3882.576193 = -19020439.389628
  nChanged 284
		SP:Iteration 61Q (64885.360000 sec): 3 clusters
  Score: Raw -19024335.066573 + Penalty 3882.576193 = -19020452.490380
  nChanged 293
		SP:Iteration 62Q (64886.220000 sec): 3 clusters
  Score: Raw -19024348.290450 + Penalty 3882.576193 = -19020465.714257
  nChanged 320
		SP:Iteration 63Q (64887.210000 sec): 3 clusters
  Score: Raw -19024363.824988 + Penalty 3882.576193 = -19020481.248795
  nChanged 303
		SP:Iteration 64Q (64888.130000 sec): 3 clusters
  Score: Raw -19024377.437458 + Penalty 3882.576193 = -19020494.861265
  nChanged 318
		SP:Iteration 65Q (64889.030000 sec): 3 clusters
  Score: Raw -19024392.535010 + Penalty 3882.576193 = -19020509.958817
  nChanged 337
		SP:Iteration 66Q (64889.920000 sec): 3 clusters
  Score: Raw -19024409.077742 + Penalty 3882.576193 = -19020526.501549
  nChanged 356
		SP:Iteration 67Q (64890.830000 sec): 3 clusters
  Score: Raw -19024427.391760 + Penalty 3882.576193 = -19020544.815566
  nChanged 400
		SP:Iteration 68Q (64891.690000 sec): 3 clusters
  Score: Raw -19024450.096418 + Penalty 3882.576193 = -19020567.520225
  nChanged 409
		SP:Iteration 69Q (64892.540000 sec): 3 clusters
  Score: Raw -19024474.956450 + Penalty 3882.576193 = -19020592.380256
  nChanged 442
		SP:Iteration 70Q (64893.420000 sec): 3 clusters
  Score: Raw -19024504.035073 + Penalty 3882.576193 = -19020621.458880
  nChanged 461
		SP:Iteration 71Q (64894.310000 sec): 3 clusters
  Score: Raw -19024536.366602 + Penalty 3882.576193 = -19020653.790408
  nChanged 514
		SP:Iteration 72Q (64895.190000 sec): 3 clusters
  Score: Raw -19024577.508954 + Penalty 3882.576193 = -19020694.932761
  nChanged 589
		SP:Iteration 73Q (64896.090000 sec): 3 clusters
  Score: Raw -19024625.692063 + Penalty 3882.576193 = -19020743.115870
  nChanged 616
		SP:Iteration 74Q (64896.870000 sec): 3 clusters
  Score: Raw -19024677.455327 + Penalty 3882.576193 = -19020794.879134
  nChanged 663
		SP:Iteration 75Q (64897.800000 sec): 3 clusters
  Score: Raw -19024734.633566 + Penalty 3882.576193 = -19020852.057372
  nChanged 688
		SP:Iteration 76Q (64898.690000 sec): 3 clusters
  Score: Raw -19024795.099468 + Penalty 3882.576193 = -19020912.523275
  nChanged 639
		SP:Iteration 77Q (64899.540000 sec): 3 clusters
  Score: Raw -19024846.970445 + Penalty 3882.576193 = -19020964.394251
  nChanged 648
		SP:Iteration 78Q (64900.310000 sec): 3 clusters
  Score: Raw -19024902.896923 + Penalty 3882.576193 = -19021020.320730
  nChanged 695
		SP:Iteration 79Q (64901.130000 sec): 3 clusters
  Score: Raw -19024964.228779 + Penalty 3882.576193 = -19021081.652586
  nChanged 694
		SP:Iteration 80F (64902.020000 sec): 3 clusters
  Score: Raw -19025028.414652 + Penalty 3882.576193 = -19021145.838459
  nChanged 707
		SP:Iteration 81Q (64902.890000 sec): 3 clusters
  Score: Raw -19025097.563630 + Penalty 3882.576193 = -19021214.987437
  nChanged 764
		SP:Iteration 82Q (64903.750000 sec): 3 clusters
  Score: Raw -19025176.315376 + Penalty 3882.576193 = -19021293.739183
  nChanged 807
		SP:Iteration 83Q (64904.560000 sec): 3 clusters
  Score: Raw -19025264.062541 + Penalty 3882.576193 = -19021381.486348
  nChanged 863
		SP:Iteration 84Q (64905.380000 sec): 3 clusters
  Score: Raw -19025359.837161 + Penalty 3882.576193 = -19021477.260968
  nChanged 858
		SP:Iteration 85Q (64906.140000 sec): 3 clusters
  Score: Raw -19025458.577501 + Penalty 3882.576193 = -19021576.001307
  nChanged 891
		SP:Iteration 86Q (64906.920000 sec): 3 clusters
  Score: Raw -19025562.574777 + Penalty 3882.576193 = -19021679.998583
  nChanged 907
		SP:Iteration 87Q (64907.700000 sec): 3 clusters
  Score: Raw -19025671.394034 + Penalty 3882.576193 = -19021788.817841
  nChanged 931
		SP:Iteration 88Q (64908.460000 sec): 3 clusters
  Score: Raw -19025783.845237 + Penalty 3882.576193 = -19021901.269044
  nChanged 950
		SP:Iteration 89Q (64909.220000 sec): 3 clusters
  Score: Raw -19025904.134439 + Penalty 3882.576193 = -19022021.558245
  nChanged 952
		SP:Iteration 90Q (64910.020000 sec): 3 clusters
  Score: Raw -19026024.569518 + Penalty 3882.576193 = -19022141.993325
  nChanged 940
		SP:Iteration 91Q (64910.760000 sec): 3 clusters
  Score: Raw -19026141.034756 + Penalty 3882.576193 = -19022258.458563
  nChanged 937
		SP:Iteration 92Q (64911.650000 sec): 3 clusters
  Score: Raw -19026259.711509 + Penalty 3882.576193 = -19022377.135316
  nChanged 955
		SP:Iteration 93Q (64912.500000 sec): 3 clusters
  Score: Raw -19026381.771341 + Penalty 3882.576193 = -19022499.195148
  nChanged 909
		SP:Iteration 94Q (64913.340000 sec): 3 clusters
  Score: Raw -19026495.507998 + Penalty 3882.576193 = -19022612.931805
  nChanged 931
		SP:Iteration 95Q (64914.160000 sec): 3 clusters
  Score: Raw -19026610.635705 + Penalty 3882.576193 = -19022728.059511
  nChanged 907
		SP:Iteration 96Q (64914.960000 sec): 3 clusters
  Score: Raw -19026724.265528 + Penalty 3882.576193 = -19022841.689335
  nChanged 901
		SP:Iteration 97Q (64915.780000 sec): 3 clusters
  Score: Raw -19026838.950011 + Penalty 3882.576193 = -19022956.373818
  nChanged 878
		SP:Iteration 98Q (64916.590000 sec): 3 clusters
  Score: Raw -19026945.171527 + Penalty 3882.576193 = -19023062.595334
  nChanged 847
		SP:Iteration 99Q (64917.440000 sec): 3 clusters
  Score: Raw -19027044.635289 + Penalty 3882.576193 = -19023162.059096
  nChanged 865
		SP:Iteration 100F (64918.270000 sec): 3 clusters
  Score: Raw -19027150.110197 + Penalty 3882.576193 = -19023267.534004
  nChanged 866
		SP:Iteration 101Q (64919.110000 sec): 3 clusters
  Score: Raw -19027262.783807 + Penalty 3882.576193 = -19023380.207614
  nChanged 912
		SP:Iteration 102Q (64919.980000 sec): 3 clusters
  Score: Raw -19027384.135304 + Penalty 3882.576193 = -19023501.559111
  nChanged 918
		SP:Iteration 103Q (64920.790000 sec): 3 clusters
  Score: Raw -19027504.547148 + Penalty 3882.576193 = -19023621.970954
  nChanged 911
		SP:Iteration 104Q (64921.680000 sec): 3 clusters
  Score: Raw -19027622.135710 + Penalty 3882.576193 = -19023739.559517
  nChanged 924
		SP:Iteration 105Q (64922.560000 sec): 3 clusters
  Score: Raw -19027742.893519 + Penalty 3882.576193 = -19023860.317325
  nChanged 926
		SP:Iteration 106Q (64923.470000 sec): 3 clusters
  Score: Raw -19027866.646017 + Penalty 3882.576193 = -19023984.069824
  nChanged 967
		SP:Iteration 107Q (64924.330000 sec): 3 clusters
  Score: Raw -19027993.029206 + Penalty 3882.576193 = -19024110.453012
  nChanged 899
		SP:Iteration 108Q (64925.200000 sec): 3 clusters
  Score: Raw -19028106.553650 + Penalty 3882.576193 = -19024223.977457
  nChanged 863
		SP:Iteration 109Q (64926.070000 sec): 3 clusters
  Score: Raw -19028217.353518 + Penalty 3882.576193 = -19024334.777324
  nChanged 898
		SP:Iteration 110Q (64926.940000 sec): 3 clusters
  Score: Raw -19028341.042304 + Penalty 3882.576193 = -19024458.466111
  nChanged 924
		SP:Iteration 111Q (64927.820000 sec): 3 clusters
  Score: Raw -19028473.391238 + Penalty 3882.576193 = -19024590.815045
  nChanged 933
		SP:Iteration 112Q (64928.660000 sec): 3 clusters
  Score: Raw -19028605.723347 + Penalty 3882.576193 = -19024723.147153
  nChanged 924
		SP:Iteration 113Q (64929.500000 sec): 3 clusters
  Score: Raw -19028735.622723 + Penalty 3882.576193 = -19024853.046530
  nChanged 923
		SP:Iteration 114Q (64930.340000 sec): 3 clusters
  Score: Raw -19028862.361959 + Penalty 3882.576193 = -19024979.785766
  nChanged 916
		SP:Iteration 115Q (64931.200000 sec): 3 clusters
  Score: Raw -19028988.451761 + Penalty 3882.576193 = -19025105.875568
  nChanged 898
		SP:Iteration 116Q (64932.090000 sec): 3 clusters
  Score: Raw -19029114.122040 + Penalty 3882.576193 = -19025231.545847
  nChanged 881
		SP:Iteration 117Q (64932.920000 sec): 3 clusters
  Score: Raw -19029237.029643 + Penalty 3882.576193 = -19025354.453450
  nChanged 866
		SP:Iteration 118Q (64933.710000 sec): 3 clusters
  Score: Raw -19029360.023104 + Penalty 3882.576193 = -19025477.446911
  nChanged 874
		SP:Iteration 119Q (64934.530000 sec): 3 clusters
  Score: Raw -19029481.402798 + Penalty 3882.576193 = -19025598.826604
  nChanged 858
		SP:Iteration 120F (64935.410000 sec): 3 clusters
  Score: Raw -19029603.247765 + Penalty 3882.576193 = -19025720.671571
  nChanged 860
		SP:Iteration 121Q (64936.270000 sec): 3 clusters
  Score: Raw -19029722.020720 + Penalty 3882.576193 = -19025839.444527
  nChanged 821
		SP:Iteration 122Q (64937.050000 sec): 3 clusters
  Score: Raw -19029831.145550 + Penalty 3882.576193 = -19025948.569357
  nChanged 785
		SP:Iteration 123Q (64937.870000 sec): 3 clusters
  Score: Raw -19029932.945521 + Penalty 3882.576193 = -19026050.369328
  nChanged 750
		SP:Iteration 124Q (64938.710000 sec): 3 clusters
  Score: Raw -19030028.389899 + Penalty 3882.576193 = -19026145.813706
  nChanged 779
		SP:Iteration 125Q (64939.570000 sec): 3 clusters
  Score: Raw -19030129.538863 + Penalty 3882.576193 = -19026246.962670
  nChanged 742
		SP:Iteration 126Q (64940.410000 sec): 3 clusters
  Score: Raw -19030226.823574 + Penalty 3882.576193 = -19026344.247381
  nChanged 724
		SP:Iteration 127Q (64941.270000 sec): 3 clusters
  Score: Raw -19030317.782406 + Penalty 3882.576193 = -19026435.206213
  nChanged 713
		SP:Iteration 128Q (64942.120000 sec): 3 clusters
  Score: Raw -19030404.369465 + Penalty 3882.576193 = -19026521.793271
  nChanged 678
		SP:Iteration 129Q (64942.990000 sec): 3 clusters
  Score: Raw -19030488.308548 + Penalty 3882.576193 = -19026605.732355
  nChanged 705
		SP:Iteration 130Q (64943.860000 sec): 3 clusters
  Score: Raw -19030575.470093 + Penalty 3882.576193 = -19026692.893900
  nChanged 679
		SP:Iteration 131Q (64944.740000 sec): 3 clusters
  Score: Raw -19030659.168286 + Penalty 3882.576193 = -19026776.592093
  nChanged 648
		SP:Iteration 132Q (64945.610000 sec): 3 clusters
  Score: Raw -19030736.761690 + Penalty 3882.576193 = -19026854.185497
  nChanged 647
		SP:Iteration 133Q (64946.440000 sec): 3 clusters
  Score: Raw -19030811.106656 + Penalty 3882.576193 = -19026928.530462
  nChanged 586
		SP:Iteration 134Q (64947.290000 sec): 3 clusters
  Score: Raw -19030877.752779 + Penalty 3882.576193 = -19026995.176585
  nChanged 591
		SP:Iteration 135Q (64948.160000 sec): 3 clusters
  Score: Raw -19030943.977138 + Penalty 3882.576193 = -19027061.400945
  nChanged 570
		SP:Iteration 136Q (64949.020000 sec): 3 clusters
  Score: Raw -19031004.067883 + Penalty 3882.576193 = -19027121.491690
  nChanged 538
		SP:Iteration 137Q (64949.880000 sec): 3 clusters
  Score: Raw -19031056.691555 + Penalty 3882.576193 = -19027174.115361
  nChanged 474
		SP:Iteration 138Q (64950.720000 sec): 3 clusters
  Score: Raw -19031100.756540 + Penalty 3882.576193 = -19027218.180346
  nChanged 433
		SP:Iteration 139Q (64951.600000 sec): 3 clusters
  Score: Raw -19031137.111846 + Penalty 3882.576193 = -19027254.535652
  nChanged 429
		SP:Iteration 140F (64952.490000 sec): 3 clusters
  Score: Raw -19031172.131351 + Penalty 3882.576193 = -19027289.555158
  nChanged 392
		SP:Iteration 141Q (64953.350000 sec): 3 clusters
  Score: Raw -19031201.590657 + Penalty 3882.576193 = -19027319.014464
  nChanged 367
		SP:Iteration 142Q (64954.210000 sec): 3 clusters
  Score: Raw -19031228.748873 + Penalty 3882.576193 = -19027346.172680
  nChanged 367
		SP:Iteration 143Q (64955.000000 sec): 3 clusters
  Score: Raw -19031256.573891 + Penalty 3882.576193 = -19027373.997697
  nChanged 368
		SP:Iteration 144Q (64955.770000 sec): 3 clusters
  Score: Raw -19031283.521362 + Penalty 3882.576193 = -19027400.945168
  nChanged 383
		SP:Iteration 145Q (64956.560000 sec): 3 clusters
  Score: Raw -19031314.835640 + Penalty 3882.576193 = -19027432.259446
  nChanged 408
		SP:Iteration 146Q (64957.310000 sec): 3 clusters
  Score: Raw -19031349.836326 + Penalty 3882.576193 = -19027467.260133
  nChanged 406
		SP:Iteration 147Q (64958.100000 sec): 3 clusters
  Score: Raw -19031384.544709 + Penalty 3882.576193 = -19027501.968516
  nChanged 421
		SP:Iteration 148Q (64958.890000 sec): 3 clusters
  Score: Raw -19031422.550964 + Penalty 3882.576193 = -19027539.974771
  nChanged 429
		SP:Iteration 149Q (64959.630000 sec): 3 clusters
  Score: Raw -19031460.050175 + Penalty 3882.576193 = -19027577.473982
  nChanged 436
		SP:Iteration 150Q (64960.510000 sec): 3 clusters
  Score: Raw -19031497.099666 + Penalty 3882.576193 = -19027614.523473
  nChanged 396
		SP:Iteration 151Q (64961.380000 sec): 3 clusters
  Score: Raw -19031529.566550 + Penalty 3882.576193 = -19027646.990357
  nChanged 401
		SP:Iteration 152Q (64962.270000 sec): 3 clusters
  Score: Raw -19031563.194982 + Penalty 3882.576193 = -19027680.618789
  nChanged 383
		SP:Iteration 153Q (64963.150000 sec): 3 clusters
  Score: Raw -19031596.061968 + Penalty 3882.576193 = -19027713.485775
  nChanged 411
		SP:Iteration 154Q (64964.040000 sec): 3 clusters
  Score: Raw -19031632.233475 + Penalty 3882.576193 = -19027749.657282
  nChanged 407
		SP:Iteration 155Q (64964.930000 sec): 3 clusters
  Score: Raw -19031669.475810 + Penalty 3882.576193 = -19027786.899616
  nChanged 412
		SP:Iteration 156Q (64965.840000 sec): 3 clusters
  Score: Raw -19031707.360907 + Penalty 3882.576193 = -19027824.784713
  nChanged 408
		SP:Iteration 157Q (64966.730000 sec): 3 clusters
  Score: Raw -19031743.030011 + Penalty 3882.576193 = -19027860.453818
  nChanged 386
		SP:Iteration 158Q (64967.620000 sec): 3 clusters
  Score: Raw -19031775.328297 + Penalty 3882.576193 = -19027892.752104
  nChanged 364
		SP:Iteration 159Q (64968.530000 sec): 3 clusters
  Score: Raw -19031805.783588 + Penalty 3882.576193 = -19027923.207395
  nChanged 369
		SP:Iteration 160F (64969.470000 sec): 3 clusters
  Score: Raw -19031835.101560 + Penalty 3882.576193 = -19027952.525366
  nChanged 346
		SP:Iteration 161Q (64970.370000 sec): 3 clusters
  Score: Raw -19031861.811764 + Penalty 3882.576193 = -19027979.235571
  nChanged 317
		SP:Iteration 162Q (64971.200000 sec): 3 clusters
  Score: Raw -19031887.308344 + Penalty 3882.576193 = -19028004.732151
  nChanged 325
		SP:Iteration 163Q (64972.050000 sec): 3 clusters
  Score: Raw -19031912.918760 + Penalty 3882.576193 = -19028030.342566
  nChanged 348
		SP:Iteration 164Q (64972.930000 sec): 3 clusters
  Score: Raw -19031939.424956 + Penalty 3882.576193 = -19028056.848763
  nChanged 320
		SP:Iteration 165Q (64973.790000 sec): 3 clusters
  Score: Raw -19031964.336539 + Penalty 3882.576193 = -19028081.760346
  nChanged 321
		SP:Iteration 166Q (64974.630000 sec): 3 clusters
  Score: Raw -19031990.031031 + Penalty 3882.576193 = -19028107.454837
  nChanged 310
		SP:Iteration 167Q (64975.550000 sec): 3 clusters
  Score: Raw -19032012.626158 + Penalty 3882.576193 = -19028130.049965
  nChanged 288
		SP:Iteration 168Q (64976.430000 sec): 3 clusters
  Score: Raw -19032032.879509 + Penalty 3882.576193 = -19028150.303316
  nChanged 287
		SP:Iteration 169Q (64977.320000 sec): 3 clusters
  Score: Raw -19032054.073700 + Penalty 3882.576193 = -19028171.497506
  nChanged 280
		SP:Iteration 170Q (64978.230000 sec): 3 clusters
  Score: Raw -19032075.585962 + Penalty 3882.576193 = -19028193.009769
  nChanged 304
		SP:Iteration 171Q (64979.090000 sec): 3 clusters
  Score: Raw -19032103.305694 + Penalty 3882.576193 = -19028220.729501
  nChanged 337
		SP:Iteration 172Q (64979.950000 sec): 3 clusters
  Score: Raw -19032134.598383 + Penalty 3882.576193 = -19028252.022190
  nChanged 327
		SP:Iteration 173Q (64980.880000 sec): 3 clusters
  Score: Raw -19032162.718804 + Penalty 3882.576193 = -19028280.142611
  nChanged 314
		SP:Iteration 174Q (64981.820000 sec): 3 clusters
  Score: Raw -19032187.691126 + Penalty 3882.576193 = -19028305.114933
  nChanged 292
		SP:Iteration 175Q (64982.690000 sec): 3 clusters
  Score: Raw -19032211.540109 + Penalty 3882.576193 = -19028328.963915
  nChanged 280
		SP:Iteration 176Q (64983.580000 sec): 3 clusters
  Score: Raw -19032233.821657 + Penalty 3882.576193 = -19028351.245464
  nChanged 263
		SP:Iteration 177Q (64984.490000 sec): 3 clusters
  Score: Raw -19032253.127502 + Penalty 3882.576193 = -19028370.551309
  nChanged 258
		SP:Iteration 178Q (64985.330000 sec): 3 clusters
  Score: Raw -19032272.723937 + Penalty 3882.576193 = -19028390.147744
  nChanged 260
		SP:Iteration 179Q (64986.230000 sec): 3 clusters
  Score: Raw -19032292.096176 + Penalty 3882.576193 = -19028409.519983
  nChanged 262
		SP:Iteration 180F (64987.150000 sec): 3 clusters
  Score: Raw -19032311.284736 + Penalty 3882.576193 = -19028428.708543
  nChanged 253
		SP:Iteration 181Q (64988.050000 sec): 3 clusters
  Score: Raw -19032331.277811 + Penalty 3882.576193 = -19028448.701617
  nChanged 240
		SP:Iteration 182Q (64988.950000 sec): 3 clusters
  Score: Raw -19032349.940702 + Penalty 3882.576193 = -19028467.364509
  nChanged 244
		SP:Iteration 183Q (64989.890000 sec): 3 clusters
  Score: Raw -19032368.626732 + Penalty 3882.576193 = -19028486.050538
  nChanged 235
		SP:Iteration 184Q (64990.760000 sec): 3 clusters
  Score: Raw -19032385.881443 + Penalty 3882.576193 = -19028503.305250
  nChanged 220
		SP:Iteration 185Q (64991.620000 sec): 3 clusters
  Score: Raw -19032399.902089 + Penalty 3882.576193 = -19028517.325896
  nChanged 182
		SP:Iteration 186Q (64992.470000 sec): 3 clusters
  Score: Raw -19032410.184596 + Penalty 3882.576193 = -19028527.608403
  nChanged 172
		SP:Iteration 187Q (64993.200000 sec): 3 clusters
  Score: Raw -19032419.050471 + Penalty 3882.576193 = -19028536.474278
  nChanged 152
		SP:Iteration 188Q (64994.030000 sec): 3 clusters
  Score: Raw -19032426.346434 + Penalty 3882.576193 = -19028543.770240
  nChanged 151
		SP:Iteration 189Q (64994.840000 sec): 3 clusters
  Score: Raw -19032433.965532 + Penalty 3882.576193 = -19028551.389339
  nChanged 139
		SP:Iteration 190Q (64995.670000 sec): 3 clusters
  Score: Raw -19032441.535886 + Penalty 3882.576193 = -19028558.959692
  nChanged 134
		SP:Iteration 191Q (64996.510000 sec): 3 clusters
  Score: Raw -19032448.489070 + Penalty 3882.576193 = -19028565.912876
  nChanged 133
		SP:Iteration 192Q (64997.410000 sec): 3 clusters
  Score: Raw -19032455.556609 + Penalty 3882.576193 = -19028572.980416
  nChanged 117
		SP:Iteration 193Q (64998.250000 sec): 3 clusters
  Score: Raw -19032461.754625 + Penalty 3882.576193 = -19028579.178432
  nChanged 121
		SP:Iteration 194Q (64999.120000 sec): 3 clusters
  Score: Raw -19032468.043643 + Penalty 3882.576193 = -19028585.467450
  nChanged 119
		SP:Iteration 195Q (64999.990000 sec): 3 clusters
  Score: Raw -19032473.301717 + Penalty 3882.576193 = -19028590.725524
  nChanged 111
		SP:Iteration 196Q (65000.870000 sec): 3 clusters
  Score: Raw -19032478.152036 + Penalty 3882.576193 = -19028595.575843
  nChanged 102
		SP:Iteration 197Q (65001.730000 sec): 3 clusters
  Score: Raw -19032482.880739 + Penalty 3882.576193 = -19028600.304546
  nChanged 100
		SP:Iteration 198Q (65002.580000 sec): 3 clusters
  Score: Raw -19032487.739425 + Penalty 3882.576193 = -19028605.163232
  nChanged 103
		SP:Iteration 199Q (65003.350000 sec): 3 clusters
  Score: Raw -19032492.192143 + Penalty 3882.576193 = -19028609.615950
  nChanged 99
		SP:Iteration 200F (65004.170000 sec): 3 clusters
  Score: Raw -19032496.276521 + Penalty 3882.576193 = -19028613.700328
  nChanged 89
		SP:Iteration 201Q (65004.910000 sec): 3 clusters
  Score: Raw -19032500.348980 + Penalty 3882.576193 = -19028617.772787
  nChanged 93
		SP:Iteration 202Q (65005.650000 sec): 3 clusters
  Score: Raw -19032504.246935 + Penalty 3882.576193 = -19028621.670742
  nChanged 97
		SP:Iteration 203Q (65006.450000 sec): 3 clusters
  Score: Raw -19032508.506228 + Penalty 3882.576193 = -19028625.930035
  nChanged 90
		SP:Iteration 204Q (65007.260000 sec): 3 clusters
  Score: Raw -19032512.253742 + Penalty 3882.576193 = -19028629.677549
  nChanged 73
		SP:Iteration 205Q (65008.040000 sec): 3 clusters
  Score: Raw -19032515.126195 + Penalty 3882.576193 = -19028632.550002
  nChanged 73
		SP:Iteration 206Q (65008.890000 sec): 3 clusters
  Score: Raw -19032517.903559 + Penalty 3882.576193 = -19028635.327366
  nChanged 74
		SP:Iteration 207Q (65009.750000 sec): 3 clusters
  Score: Raw -19032521.155514 + Penalty 3882.576193 = -19028638.579321
  nChanged 84
		SP:Iteration 208Q (65010.620000 sec): 3 clusters
  Score: Raw -19032524.307411 + Penalty 3882.576193 = -19028641.731218
  nChanged 77
		SP:Iteration 209Q (65011.480000 sec): 3 clusters
  Score: Raw -19032526.981813 + Penalty 3882.576193 = -19028644.405619
  nChanged 70
		SP:Iteration 210Q (65012.340000 sec): 3 clusters
  Score: Raw -19032529.446147 + Penalty 3882.576193 = -19028646.869954
  nChanged 73
		SP:Iteration 211Q (65013.200000 sec): 3 clusters
  Score: Raw -19032532.145202 + Penalty 3882.576193 = -19028649.569009
  nChanged 80
		SP:Iteration 212Q (65014.110000 sec): 3 clusters
  Score: Raw -19032535.118469 + Penalty 3882.576193 = -19028652.542276
  nChanged 75
		SP:Iteration 213Q (65014.980000 sec): 3 clusters
  Score: Raw -19032537.816965 + Penalty 3882.576193 = -19028655.240772
  nChanged 80
		SP:Iteration 214Q (65015.780000 sec): 3 clusters
  Score: Raw -19032541.139969 + Penalty 3882.576193 = -19028658.563776
  nChanged 92
		SP:Iteration 215Q (65016.660000 sec): 3 clusters
  Score: Raw -19032545.190673 + Penalty 3882.576193 = -19028662.614479
  nChanged 81
		SP:Iteration 216Q (65017.510000 sec): 3 clusters
  Score: Raw -19032548.938591 + Penalty 3882.576193 = -19028666.362398
  nChanged 96
		SP:Iteration 217Q (65018.300000 sec): 3 clusters
  Score: Raw -19032554.124711 + Penalty 3882.576193 = -19028671.548518
  nChanged 94
		SP:Iteration 218Q (65019.070000 sec): 3 clusters
  Score: Raw -19032559.281757 + Penalty 3882.576193 = -19028676.705564
  nChanged 82
		SP:Iteration 219Q (65019.800000 sec): 3 clusters
  Score: Raw -19032563.007740 + Penalty 3882.576193 = -19028680.431547
  nChanged 79
		SP:Iteration 220F (65020.590000 sec): 3 clusters
  Score: Raw -19032566.963694 + Penalty 3882.576193 = -19028684.387501
  nChanged 84
		SP:Iteration 221Q (65021.310000 sec): 3 clusters
  Score: Raw -19032570.834188 + Penalty 3882.576193 = -19028688.257995
  nChanged 89
		SP:Iteration 222Q (65022.070000 sec): 3 clusters
  Score: Raw -19032574.977588 + Penalty 3882.576193 = -19028692.401395
  nChanged 83
		SP:Iteration 223Q (65022.910000 sec): 3 clusters
  Score: Raw -19032579.072630 + Penalty 3882.576193 = -19028696.496437
  nChanged 86
		SP:Iteration 224Q (65023.720000 sec): 3 clusters
  Score: Raw -19032582.971245 + Penalty 3882.576193 = -19028700.395052
  nChanged 84
		SP:Iteration 225Q (65024.590000 sec): 3 clusters
  Score: Raw -19032586.512582 + Penalty 3882.576193 = -19028703.936389
  nChanged 80
		SP:Iteration 226Q (65025.490000 sec): 3 clusters
  Score: Raw -19032589.994662 + Penalty 3882.576193 = -19028707.418469
  nChanged 84
		SP:Iteration 227Q (65026.370000 sec): 3 clusters
  Score: Raw -19032593.584972 + Penalty 3882.576193 = -19028711.008779
  nChanged 87
		SP:Iteration 228Q (65027.320000 sec): 3 clusters
  Score: Raw -19032597.157393 + Penalty 3882.576193 = -19028714.581200
  nChanged 94
		SP:Iteration 229Q (65028.170000 sec): 3 clusters
  Score: Raw -19032601.443169 + Penalty 3882.576193 = -19028718.866975
  nChanged 105
		SP:Iteration 230Q (65029.080000 sec): 3 clusters
  Score: Raw -19032606.583303 + Penalty 3882.576193 = -19028724.007110
  nChanged 108
		SP:Iteration 231Q (65029.970000 sec): 3 clusters
  Score: Raw -19032611.605212 + Penalty 3882.576193 = -19028729.029019
  nChanged 110
		SP:Iteration 232Q (65030.880000 sec): 3 clusters
  Score: Raw -19032617.338037 + Penalty 3882.576193 = -19028734.761844
  nChanged 111
		SP:Iteration 233Q (65031.720000 sec): 3 clusters
  Score: Raw -19032623.428573 + Penalty 3882.576193 = -19028740.852380
  nChanged 112
		SP:Iteration 234Q (65032.540000 sec): 3 clusters
  Score: Raw -19032629.832234 + Penalty 3882.576193 = -19028747.256041
  nChanged 118
		SP:Iteration 235Q (65033.360000 sec): 3 clusters
  Score: Raw -19032636.475591 + Penalty 3882.576193 = -19028753.899398
  nChanged 100
		SP:Iteration 236Q (65034.150000 sec): 3 clusters
  Score: Raw -19032641.287038 + Penalty 3882.576193 = -19028758.710845
  nChanged 92
		SP:Iteration 237Q (65034.920000 sec): 3 clusters
  Score: Raw -19032645.590134 + Penalty 3882.576193 = -19028763.013941
  nChanged 95
		SP:Iteration 238Q (65035.760000 sec): 3 clusters
  Score: Raw -19032650.474443 + Penalty 3882.576193 = -19028767.898250
  nChanged 93
		SP:Iteration 239Q (65036.540000 sec): 3 clusters
  Score: Raw -19032654.989006 + Penalty 3882.576193 = -19028772.412813
  nChanged 82
		SP:Iteration 240F (65037.380000 sec): 3 clusters
  Score: Raw -19032658.420048 + Penalty 3882.576193 = -19028775.843854
  nChanged 79
		SP:Iteration 241Q (65038.170000 sec): 3 clusters
  Score: Raw -19032662.612526 + Penalty 3882.576193 = -19028780.036333
  nChanged 87
		SP:Iteration 242Q (65039.000000 sec): 3 clusters
  Score: Raw -19032667.226677 + Penalty 3882.576193 = -19028784.650484
  nChanged 94
		SP:Iteration 243Q (65039.800000 sec): 3 clusters
  Score: Raw -19032672.096308 + Penalty 3882.576193 = -19028789.520115
  nChanged 93
		SP:Iteration 244Q (65040.620000 sec): 3 clusters
  Score: Raw -19032677.027763 + Penalty 3882.576193 = -19028794.451569
  nChanged 91
		SP:Iteration 245Q (65041.480000 sec): 3 clusters
  Score: Raw -19032681.686512 + Penalty 3882.576193 = -19028799.110318
  nChanged 107
		SP:Iteration 246Q (65042.350000 sec): 3 clusters
  Score: Raw -19032687.574569 + Penalty 3882.576193 = -19028804.998376
  nChanged 104
		SP:Iteration 247Q (65043.180000 sec): 3 clusters
  Score: Raw -19032693.025083 + Penalty 3882.576193 = -19028810.448889
  nChanged 115
		SP:Iteration 248Q (65044.110000 sec): 3 clusters
  Score: Raw -19032699.542607 + Penalty 3882.576193 = -19028816.966414
  nChanged 123
		SP:Iteration 249Q (65045.000000 sec): 3 clusters
  Score: Raw -19032707.449406 + Penalty 3882.576193 = -19028824.873213
  nChanged 115
		SP:Iteration 250Q (65045.820000 sec): 3 clusters
  Score: Raw -19032714.361544 + Penalty 3882.576193 = -19028831.785351
  nChanged 125
		SP:Iteration 251Q (65046.650000 sec): 3 clusters
  Score: Raw -19032722.696776 + Penalty 3882.576193 = -19028840.120583
  nChanged 139
		SP:Iteration 252Q (65047.490000 sec): 3 clusters
  Score: Raw -19032731.847011 + Penalty 3882.576193 = -19028849.270818
  nChanged 135
		SP:Iteration 253Q (65048.350000 sec): 3 clusters
  Score: Raw -19032740.161872 + Penalty 3882.576193 = -19028857.585679
  nChanged 141
		SP:Iteration 254Q (65049.210000 sec): 3 clusters
  Score: Raw -19032749.456137 + Penalty 3882.576193 = -19028866.879943
  nChanged 140
		SP:Iteration 255Q (65050.040000 sec): 3 clusters
  Score: Raw -19032758.626308 + Penalty 3882.576193 = -19028876.050115
  nChanged 133
		SP:Iteration 256Q (65050.930000 sec): 3 clusters
  Score: Raw -19032767.148698 + Penalty 3882.576193 = -19028884.572504
  nChanged 127
		SP:Iteration 257Q (65051.750000 sec): 3 clusters
  Score: Raw -19032775.180160 + Penalty 3882.576193 = -19028892.603967
  nChanged 119
		SP:Iteration 258Q (65052.590000 sec): 3 clusters
  Score: Raw -19032782.330607 + Penalty 3882.576193 = -19028899.754413
  nChanged 121
		SP:Iteration 259Q (65053.380000 sec): 3 clusters
  Score: Raw -19032789.266810 + Penalty 3882.576193 = -19028906.690617
  nChanged 107
		SP:Iteration 260F (65054.220000 sec): 3 clusters
  Score: Raw -19032794.798051 + Penalty 3882.576193 = -19028912.221858
  nChanged 93
		SP:Iteration 261Q (65054.980000 sec): 3 clusters
  Score: Raw -19032799.961902 + Penalty 3882.576193 = -19028917.385709
  nChanged 97
		SP:Iteration 262Q (65055.770000 sec): 3 clusters
  Score: Raw -19032805.524175 + Penalty 3882.576193 = -19028922.947981
  nChanged 103
		SP:Iteration 263Q (65056.590000 sec): 3 clusters
  Score: Raw -19032810.674809 + Penalty 3882.576193 = -19028928.098616
  nChanged 91
		SP:Iteration 264Q (65057.320000 sec): 3 clusters
  Score: Raw -19032815.311608 + Penalty 3882.576193 = -19028932.735415
  nChanged 89
		SP:Iteration 265Q (65058.150000 sec): 3 clusters
  Score: Raw -19032819.949259 + Penalty 3882.576193 = -19028937.373066
  nChanged 80
		SP:Iteration 266Q (65058.980000 sec): 3 clusters
  Score: Raw -19032824.194791 + Penalty 3882.576193 = -19028941.618598
  nChanged 80
		SP:Iteration 267Q (65059.870000 sec): 3 clusters
  Score: Raw -19032828.543797 + Penalty 3882.576193 = -19028945.967604
  nChanged 74
		SP:Iteration 268Q (65060.670000 sec): 3 clusters
  Score: Raw -19032832.681117 + Penalty 3882.576193 = -19028950.104924
  nChanged 73
		SP:Iteration 269Q (65061.420000 sec): 3 clusters
  Score: Raw -19032837.209320 + Penalty 3882.576193 = -19028954.633126
  nChanged 89
		SP:Iteration 270Q (65062.240000 sec): 3 clusters
  Score: Raw -19032842.452498 + Penalty 3882.576193 = -19028959.876305
  nChanged 75
		SP:Iteration 271Q (65063.060000 sec): 3 clusters
  Score: Raw -19032846.514710 + Penalty 3882.576193 = -19028963.938517
  nChanged 81
		SP:Iteration 272Q (65063.890000 sec): 3 clusters
  Score: Raw -19032851.196016 + Penalty 3882.576193 = -19028968.619823
  nChanged 86
		SP:Iteration 273Q (65064.650000 sec): 3 clusters
  Score: Raw -19032856.526949 + Penalty 3882.576193 = -19028973.950755
  nChanged 87
		SP:Iteration 274Q (65065.460000 sec): 3 clusters
  Score: Raw -19032861.797803 + Penalty 3882.576193 = -19028979.221610
  nChanged 88
		SP:Iteration 275Q (65066.290000 sec): 3 clusters
  Score: Raw -19032866.889883 + Penalty 3882.576193 = -19028984.313690
  nChanged 82
		SP:Iteration 276Q (65067.110000 sec): 3 clusters
  Score: Raw -19032870.924472 + Penalty 3882.576193 = -19028988.348278
  nChanged 76
		SP:Iteration 277Q (65068.020000 sec): 3 clusters
  Score: Raw -19032874.337174 + Penalty 3882.576193 = -19028991.760981
  nChanged 71
		SP:Iteration 278Q (65068.880000 sec): 3 clusters
  Score: Raw -19032877.606706 + Penalty 3882.576193 = -19028995.030513
  nChanged 73
		SP:Iteration 279Q (65069.730000 sec): 3 clusters
  Score: Raw -19032881.122681 + Penalty 3882.576193 = -19028998.546487
  nChanged 76
		SP:Iteration 280F (65070.570000 sec): 3 clusters
  Score: Raw -19032884.798396 + Penalty 3882.576193 = -19029002.222203
  nChanged 60
		SP:Iteration 281Q (65071.440000 sec): 3 clusters
  Score: Raw -19032888.270904 + Penalty 3882.576193 = -19029005.694710
  nChanged 49
		SP:Iteration 282Q (65072.320000 sec): 3 clusters
  Score: Raw -19032890.478535 + Penalty 3882.576193 = -19029007.902342
  nChanged 50
		SP:Iteration 283Q (65073.170000 sec): 3 clusters
  Score: Raw -19032893.328363 + Penalty 3882.576193 = -19029010.752169
  nChanged 53
		SP:Iteration 284Q (65074.010000 sec): 3 clusters
  Score: Raw -19032896.671476 + Penalty 3882.576193 = -19029014.095283
  nChanged 62
		SP:Iteration 285Q (65074.820000 sec): 3 clusters
  Score: Raw -19032899.962356 + Penalty 3882.576193 = -19029017.386163
  nChanged 59
		SP:Iteration 286Q (65075.610000 sec): 3 clusters
  Score: Raw -19032902.942964 + Penalty 3882.576193 = -19029020.366770
  nChanged 59
		SP:Iteration 287Q (65076.410000 sec): 3 clusters
  Score: Raw -19032905.623295 + Penalty 3882.576193 = -19029023.047101
  nChanged 57
		SP:Iteration 288Q (65077.260000 sec): 3 clusters
  Score: Raw -19032908.440998 + Penalty 3882.576193 = -19029025.864805
  nChanged 59
		SP:Iteration 289Q (65078.160000 sec): 3 clusters
  Score: Raw -19032911.220509 + Penalty 3882.576193 = -19029028.644316
  nChanged 56
		SP:Iteration 290Q (65079.010000 sec): 3 clusters
  Score: Raw -19032913.873090 + Penalty 3882.576193 = -19029031.296897
  nChanged 44
		SP:Iteration 291Q (65079.860000 sec): 3 clusters
  Score: Raw -19032915.545792 + Penalty 3882.576193 = -19029032.969598
  nChanged 33
		SP:Iteration 292Q (65080.660000 sec): 3 clusters
  Score: Raw -19032916.995589 + Penalty 3882.576193 = -19029034.419396
  nChanged 48
		SP:Iteration 293Q (65081.480000 sec): 3 clusters
  Score: Raw -19032919.589879 + Penalty 3882.576193 = -19029037.013686
  nChanged 46
		SP:Iteration 294Q (65082.320000 sec): 3 clusters
  Score: Raw -19032921.959360 + Penalty 3882.576193 = -19029039.383167
  nChanged 46
		SP:Iteration 295Q (65083.100000 sec): 3 clusters
  Score: Raw -19032924.398970 + Penalty 3882.576193 = -19029041.822777
  nChanged 63
		SP:Iteration 296Q (65083.900000 sec): 3 clusters
  Score: Raw -19032927.949635 + Penalty 3882.576193 = -19029045.373442
  nChanged 57
		SP:Iteration 297Q (65084.690000 sec): 3 clusters
  Score: Raw -19032930.922871 + Penalty 3882.576193 = -19029048.346678
  nChanged 61
		SP:Iteration 298Q (65085.490000 sec): 3 clusters
  Score: Raw -19032933.486520 + Penalty 3882.576193 = -19029050.910326
  nChanged 58
		SP:Iteration 299Q (65086.340000 sec): 3 clusters
  Score: Raw -19032936.110110 + Penalty 3882.576193 = -19029053.533917
  nChanged 59
		SP:Iteration 300F (65087.170000 sec): 3 clusters
  Score: Raw -19032939.253075 + Penalty 3882.576193 = -19029056.676882
  nChanged 58
		SP:Iteration 301Q (65088.010000 sec): 3 clusters
  Score: Raw -19032942.101718 + Penalty 3882.576193 = -19029059.525524
  nChanged 66
		SP:Iteration 302Q (65088.840000 sec): 3 clusters
  Score: Raw -19032945.611468 + Penalty 3882.576193 = -19029063.035275
  nChanged 61
		SP:Iteration 303Q (65089.720000 sec): 3 clusters
  Score: Raw -19032948.148680 + Penalty 3882.576193 = -19029065.572487
  nChanged 40
		SP:Iteration 304Q (65090.600000 sec): 3 clusters
  Score: Raw -19032949.575328 + Penalty 3882.576193 = -19029066.999135
  nChanged 33
		SP:Iteration 305Q (65091.540000 sec): 3 clusters
  Score: Raw -19032950.634956 + Penalty 3882.576193 = -19029068.058763
  nChanged 22
		SP:Iteration 306Q (65092.370000 sec): 3 clusters
  Score: Raw -19032951.269355 + Penalty 3882.576193 = -19029068.693162
  nChanged 21
		SP:Iteration 307Q (65093.140000 sec): 3 clusters
  Score: Raw -19032951.872392 + Penalty 3882.576193 = -19029069.296198
  nChanged 18
		SP:Iteration 308Q (65093.960000 sec): 3 clusters
  Score: Raw -19032952.417272 + Penalty 3882.576193 = -19029069.841078
  nChanged 18
		SP:Iteration 309Q (65094.840000 sec): 3 clusters
  Score: Raw -19032952.995721 + Penalty 3882.576193 = -19029070.419528
  nChanged 14
		SP:Iteration 310Q (65095.720000 sec): 3 clusters
  Score: Raw -19032953.418754 + Penalty 3882.576193 = -19029070.842561
  nChanged 14
		SP:Iteration 311Q (65096.600000 sec): 3 clusters
  Score: Raw -19032953.870186 + Penalty 3882.576193 = -19029071.293993
  nChanged 17
		SP:Iteration 312Q (65097.520000 sec): 3 clusters
  Score: Raw -19032954.369334 + Penalty 3882.576193 = -19029071.793141
  nChanged 18
		SP:Iteration 313Q (65098.420000 sec): 3 clusters
  Score: Raw -19032954.960310 + Penalty 3882.576193 = -19029072.384117
  nChanged 12
		SP:Iteration 314Q (65099.210000 sec): 3 clusters
  Score: Raw -19032955.416758 + Penalty 3882.576193 = -19029072.840565
  nChanged 11
		SP:Iteration 315Q (65100.090000 sec): 3 clusters
  Score: Raw -19032955.914932 + Penalty 3882.576193 = -19029073.338739
  nChanged 16
		SP:Iteration 316Q (65100.910000 sec): 3 clusters
  Score: Raw -19032956.410193 + Penalty 3882.576193 = -19029073.833999
  nChanged 17
		SP:Iteration 317Q (65101.720000 sec): 3 clusters
  Score: Raw -19032957.056703 + Penalty 3882.576193 = -19029074.480509
  nChanged 21
		SP:Iteration 318Q (65102.520000 sec): 3 clusters
  Score: Raw -19032957.809682 + Penalty 3882.576193 = -19029075.233489
  nChanged 16
		SP:Iteration 319Q (65103.340000 sec): 3 clusters
  Score: Raw -19032958.468007 + Penalty 3882.576193 = -19029075.891813
  nChanged 16
		SP:Iteration 320F (65104.140000 sec): 3 clusters
  Score: Raw -19032959.042140 + Penalty 3882.576193 = -19029076.465947
  nChanged 11
		SP:Iteration 321Q (65104.900000 sec): 3 clusters
  Score: Raw -19032959.330175 + Penalty 3882.576193 = -19029076.753982
  nChanged 4
		SP:Iteration 322Q (65105.670000 sec): 3 clusters
  Score: Raw -19032959.420602 + Penalty 3882.576193 = -19029076.844409
  nChanged 5
		SP:Iteration 323Q (65106.500000 sec): 3 clusters
  Score: Raw -19032959.552182 + Penalty 3882.576193 = -19029076.975988
  nChanged 5
		SP:Iteration 324Q (65107.300000 sec): 3 clusters
  Score: Raw -19032959.682145 + Penalty 3882.576193 = -19029077.105952
  nChanged 2
		SP:Iteration 325Q (65108.110000 sec): 3 clusters
  Score: Raw -19032959.703352 + Penalty 3882.576193 = -19029077.127159
  nChanged 2
		SP:Iteration 326Q (65109.010000 sec): 3 clusters
  Score: Raw -19032959.758825 + Penalty 3882.576193 = -19029077.182632
  nChanged 2
		SP:Iteration 327Q (65109.850000 sec): 3 clusters
  Score: Raw -19032959.814679 + Penalty 3882.576193 = -19029077.238486
  nChanged 4
		SP:Iteration 328Q (65110.720000 sec): 3 clusters
  Score: Raw -19032959.874093 + Penalty 3882.576193 = -19029077.297900
  nChanged 3
		SP:Iteration 329Q (65111.620000 sec): 3 clusters
  Score: Raw -19032959.918965 + Penalty 3882.576193 = -19029077.342772
  nChanged 1
		SP:Iteration 330Q (65112.470000 sec): 3 clusters
  Score: Raw -19032959.930073 + Penalty 3882.576193 = -19029077.353879
  nChanged 0
		SP:Iteration 331F (65113.390000 sec): 3 clusters
  Score: Raw -19032959.930073 + Penalty 3882.576193 = -19029077.353879
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (8234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65113.590000 sec): 2 clusters
  Score: Raw -971273.316946 + Penalty 1465.104420 = -969808.212525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65113.800000 sec): 3 clusters
  Score: Raw -966686.284720 + Penalty 2930.208841 = -963756.075879
  nChanged 3548
		SP:Iteration 1F (65114.030000 sec): 3 clusters
  Score: Raw -968828.482016 + Penalty 2930.208841 = -965898.273175
  nChanged 630
		SP:Iteration 2F (65114.230000 sec): 3 clusters
  Score: Raw -969287.221763 + Penalty 2930.208841 = -966357.012922
  nChanged 611
		SP:Iteration 3F (65114.480000 sec): 3 clusters
  Score: Raw -969870.084822 + Penalty 2930.208841 = -966939.875981
  nChanged 665
		SP:Iteration 4F (65114.710000 sec): 3 clusters
  Score: Raw -970863.507905 + Penalty 2930.208841 = -967933.299064
  nChanged 689
		SP:Iteration 5F (65114.890000 sec): 3 clusters
  Score: Raw -971975.174472 + Penalty 2930.208841 = -969044.965631
  nChanged 635
		SP:Iteration 6F (65115.130000 sec): 3 clusters
  Score: Raw -972728.437225 + Penalty 2930.208841 = -969798.228384
  nChanged 526
		SP:Iteration 7F (65115.350000 sec): 3 clusters
  Score: Raw -973386.338907 + Penalty 2930.208841 = -970456.130066
  nChanged 413
		SP:Iteration 8F (65115.570000 sec): 3 clusters
  Score: Raw -973964.227953 + Penalty 2930.208841 = -971034.019112
  nChanged 301
		SP:Iteration 9Q (65115.780000 sec): 3 clusters
  Score: Raw -974353.160547 + Penalty 2930.208841 = -971422.951706
  nChanged 222
		SP:Iteration 10Q (65115.950000 sec): 3 clusters
  Score: Raw -974602.097304 + Penalty 2930.208841 = -971671.888463
  nChanged 160
		SP:Iteration 11Q (65116.150000 sec): 3 clusters
  Score: Raw -974764.836053 + Penalty 2930.208841 = -971834.627213
  nChanged 132
		SP:Iteration 12Q (65116.370000 sec): 3 clusters
  Score: Raw -974874.685814 + Penalty 2930.208841 = -971944.476973
  nChanged 107
		SP:Iteration 13Q (65116.580000 sec): 3 clusters
  Score: Raw -974958.763061 + Penalty 2930.208841 = -972028.554221
  nChanged 86
		SP:Iteration 14Q (65116.780000 sec): 3 clusters
  Score: Raw -975014.306617 + Penalty 2930.208841 = -972084.097777
  nChanged 73
		SP:Iteration 15Q (65116.960000 sec): 3 clusters
  Score: Raw -975061.646287 + Penalty 2930.208841 = -972131.437446
  nChanged 73
		SP:Iteration 16Q (65117.190000 sec): 3 clusters
  Score: Raw -975108.780429 + Penalty 2930.208841 = -972178.571589
  nChanged 64
		SP:Iteration 17Q (65117.360000 sec): 3 clusters
  Score: Raw -975150.836210 + Penalty 2930.208841 = -972220.627369
  nChanged 50
		SP:Iteration 18Q (65117.580000 sec): 3 clusters
  Score: Raw -975184.104279 + Penalty 2930.208841 = -972253.895438
  nChanged 41
		SP:Iteration 19Q (65117.770000 sec): 3 clusters
  Score: Raw -975205.241264 + Penalty 2930.208841 = -972275.032423
  nChanged 29
		SP:Iteration 20F (65117.990000 sec): 3 clusters
  Score: Raw -975218.962559 + Penalty 2930.208841 = -972288.753718
  nChanged 29
		SP:Iteration 21Q (65118.180000 sec): 3 clusters
  Score: Raw -975230.638470 + Penalty 2930.208841 = -972300.429629
  nChanged 21
		SP:Iteration 22Q (65118.420000 sec): 3 clusters
  Score: Raw -975239.109689 + Penalty 2930.208841 = -972308.900848
  nChanged 25
		SP:Iteration 23Q (65118.630000 sec): 3 clusters
  Score: Raw -975249.110833 + Penalty 2930.208841 = -972318.901992
  nChanged 15
		SP:Iteration 24Q (65118.800000 sec): 3 clusters
  Score: Raw -975253.725261 + Penalty 2930.208841 = -972323.516420
  nChanged 12
		SP:Iteration 25Q (65119.000000 sec): 3 clusters
  Score: Raw -975257.022107 + Penalty 2930.208841 = -972326.813266
  nChanged 6
		SP:Iteration 26Q (65119.200000 sec): 3 clusters
  Score: Raw -975258.378703 + Penalty 2930.208841 = -972328.169863
  nChanged 3
		SP:Iteration 27Q (65119.420000 sec): 3 clusters
  Score: Raw -975258.853554 + Penalty 2930.208841 = -972328.644713
  nChanged 3
		SP:Iteration 28Q (65119.580000 sec): 3 clusters
  Score: Raw -975259.745820 + Penalty 2930.208841 = -972329.536979
  nChanged 1
		SP:Iteration 29Q (65119.820000 sec): 3 clusters
  Score: Raw -975260.091526 + Penalty 2930.208841 = -972329.882685
  nChanged 1
		SP:Iteration 30Q (65120.020000 sec): 3 clusters
  Score: Raw -975260.324191 + Penalty 2930.208841 = -972330.115350
  nChanged 0
		SP:Iteration 31F (65120.210000 sec): 3 clusters
  Score: Raw -975260.324191 + Penalty 2930.208841 = -972330.115350
  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 6.54 GB.

 Trying to split cluster 25 (10278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65120.370000 sec): 2 clusters
  Score: Raw -1089425.538443 + Penalty 1501.136157 = -1087924.402286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65120.590000 sec): 3 clusters
  Score: Raw -1083753.646256 + Penalty 3002.272314 = -1080751.373941
  nChanged 4408
		SP:Iteration 1F (65120.780000 sec): 3 clusters
  Score: Raw -1087972.705044 + Penalty 3002.272314 = -1084970.432729
  nChanged 1485
		SP:Iteration 2F (65120.940000 sec): 3 clusters
  Score: Raw -1090133.582143 + Penalty 3002.272314 = -1087131.309829
  nChanged 1110
		SP:Iteration 3F (65121.180000 sec): 3 clusters
  Score: Raw -1091269.642309 + Penalty 3002.272314 = -1088267.369995
  nChanged 637
		SP:Iteration 4F (65121.390000 sec): 3 clusters
  Score: Raw -1091707.130794 + Penalty 3002.272314 = -1088704.858479
  nChanged 341
		SP:Iteration 5Q (65121.560000 sec): 3 clusters
  Score: Raw -1091885.176594 + Penalty 3002.272314 = -1088882.904279
  nChanged 195
		SP:Iteration 6Q (65121.760000 sec): 3 clusters
  Score: Raw -1091988.034792 + Penalty 3002.272314 = -1088985.762478
  nChanged 151
		SP:Iteration 7Q (65121.980000 sec): 3 clusters
  Score: Raw -1092076.811597 + Penalty 3002.272314 = -1089074.539283
  nChanged 130
		SP:Iteration 8Q (65122.190000 sec): 3 clusters
  Score: Raw -1092136.830604 + Penalty 3002.272314 = -1089134.558290
  nChanged 78
		SP:Iteration 9Q (65122.400000 sec): 3 clusters
  Score: Raw -1092161.267027 + Penalty 3002.272314 = -1089158.994713
  nChanged 63
		SP:Iteration 10Q (65122.590000 sec): 3 clusters
  Score: Raw -1092186.769679 + Penalty 3002.272314 = -1089184.497364
  nChanged 71
		SP:Iteration 11Q (65122.780000 sec): 3 clusters
  Score: Raw -1092214.632475 + Penalty 3002.272314 = -1089212.360160
  nChanged 40
		SP:Iteration 12Q (65123.020000 sec): 3 clusters
  Score: Raw -1092227.845680 + Penalty 3002.272314 = -1089225.573365
  nChanged 37
		SP:Iteration 13Q (65123.230000 sec): 3 clusters
  Score: Raw -1092242.991678 + Penalty 3002.272314 = -1089240.719363
  nChanged 32
		SP:Iteration 14Q (65123.420000 sec): 3 clusters
  Score: Raw -1092266.896629 + Penalty 3002.272314 = -1089264.624314
  nChanged 29
		SP:Iteration 15Q (65123.640000 sec): 3 clusters
  Score: Raw -1092285.372990 + Penalty 3002.272314 = -1089283.100676
  nChanged 28
		SP:Iteration 16Q (65123.820000 sec): 3 clusters
  Score: Raw -1092301.665627 + Penalty 3002.272314 = -1089299.393312
  nChanged 30
		SP:Iteration 17Q (65124.050000 sec): 3 clusters
  Score: Raw -1092310.399616 + Penalty 3002.272314 = -1089308.127302
  nChanged 15
		SP:Iteration 18Q (65124.240000 sec): 3 clusters
  Score: Raw -1092314.639990 + Penalty 3002.272314 = -1089312.367675
  nChanged 12
		SP:Iteration 19Q (65124.490000 sec): 3 clusters
  Score: Raw -1092316.415918 + Penalty 3002.272314 = -1089314.143603
  nChanged 8
		SP:Iteration 20F (65124.690000 sec): 3 clusters
  Score: Raw -1092318.277039 + Penalty 3002.272314 = -1089316.004724
  nChanged 7
		SP:Iteration 21Q (65124.940000 sec): 3 clusters
  Score: Raw -1092320.250151 + Penalty 3002.272314 = -1089317.977836
  nChanged 7
		SP:Iteration 22Q (65125.130000 sec): 3 clusters
  Score: Raw -1092321.352598 + Penalty 3002.272314 = -1089319.080284
  nChanged 10
		SP:Iteration 23Q (65125.340000 sec): 3 clusters
  Score: Raw -1092322.464735 + Penalty 3002.272314 = -1089320.192421
  nChanged 5
		SP:Iteration 24Q (65125.560000 sec): 3 clusters
  Score: Raw -1092323.037501 + Penalty 3002.272314 = -1089320.765187
  nChanged 3
		SP:Iteration 25Q (65125.750000 sec): 3 clusters
  Score: Raw -1092323.601782 + Penalty 3002.272314 = -1089321.329468
  nChanged 4
		SP:Iteration 26Q (65126.020000 sec): 3 clusters
  Score: Raw -1092324.016706 + Penalty 3002.272314 = -1089321.744391
  nChanged 2
		SP:Iteration 27Q (65126.200000 sec): 3 clusters
  Score: Raw -1092324.125584 + Penalty 3002.272314 = -1089321.853270
  nChanged 2
		SP:Iteration 28Q (65126.420000 sec): 3 clusters
  Score: Raw -1092324.400171 + Penalty 3002.272314 = -1089322.127856
  nChanged 2
		SP:Iteration 29Q (65126.640000 sec): 3 clusters
  Score: Raw -1092324.529810 + Penalty 3002.272314 = -1089322.257496
  nChanged 2
		SP:Iteration 30Q (65126.850000 sec): 3 clusters
  Score: Raw -1092324.653948 + Penalty 3002.272314 = -1089322.381633
  nChanged 1
		SP:Iteration 31Q (65127.060000 sec): 3 clusters
  Score: Raw -1092325.796901 + Penalty 3002.272314 = -1089323.524586
  nChanged 1
		SP:Iteration 32Q (65127.220000 sec): 3 clusters
  Score: Raw -1092326.274933 + Penalty 3002.272314 = -1089324.002619
  nChanged 2
		SP:Iteration 33Q (65127.450000 sec): 3 clusters
  Score: Raw -1092326.881030 + Penalty 3002.272314 = -1089324.608715
  nChanged 2
		SP:Iteration 34Q (65127.640000 sec): 3 clusters
  Score: Raw -1092327.615136 + Penalty 3002.272314 = -1089325.342821
  nChanged 2
		SP:Iteration 35Q (65127.840000 sec): 3 clusters
  Score: Raw -1092328.680488 + Penalty 3002.272314 = -1089326.408173
  nChanged 6
		SP:Iteration 36Q (65128.080000 sec): 3 clusters
  Score: Raw -1092329.461051 + Penalty 3002.272314 = -1089327.188737
  nChanged 4
		SP:Iteration 37Q (65128.220000 sec): 3 clusters
  Score: Raw -1092330.195241 + Penalty 3002.272314 = -1089327.922926
  nChanged 5
		SP:Iteration 38Q (65128.450000 sec): 3 clusters
  Score: Raw -1092331.134397 + Penalty 3002.272314 = -1089328.862083
  nChanged 3
		SP:Iteration 39Q (65128.690000 sec): 3 clusters
  Score: Raw -1092331.401743 + Penalty 3002.272314 = -1089329.129428
  nChanged 3
		SP:Iteration 40F (65128.890000 sec): 3 clusters
  Score: Raw -1092332.001712 + Penalty 3002.272314 = -1089329.729398
  nChanged 3
		SP:Iteration 41Q (65129.110000 sec): 3 clusters
  Score: Raw -1092332.409354 + Penalty 3002.272314 = -1089330.137039
  nChanged 2
		SP:Iteration 42Q (65129.360000 sec): 3 clusters
  Score: Raw -1092332.836646 + Penalty 3002.272314 = -1089330.564331
  nChanged 5
		SP:Iteration 43Q (65129.570000 sec): 3 clusters
  Score: Raw -1092333.412801 + Penalty 3002.272314 = -1089331.140487
  nChanged 3
		SP:Iteration 44Q (65129.780000 sec): 3 clusters
  Score: Raw -1092333.787045 + Penalty 3002.272314 = -1089331.514731
  nChanged 4
		SP:Iteration 45Q (65130.000000 sec): 3 clusters
  Score: Raw -1092334.118835 + Penalty 3002.272314 = -1089331.846520
  nChanged 4
		SP:Iteration 46Q (65130.190000 sec): 3 clusters
  Score: Raw -1092334.349737 + Penalty 3002.272314 = -1089332.077422
  nChanged 1
		SP:Iteration 47Q (65130.420000 sec): 3 clusters
  Score: Raw -1092334.394940 + Penalty 3002.272314 = -1089332.122626
  nChanged 0
		SP:Iteration 48F (65130.640000 sec): 3 clusters
  Score: Raw -1092334.394940 + Penalty 3002.272314 = -1089332.122626
  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 6.54 GB.

 Trying to split cluster 26 (27510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65130.880000 sec): 2 clusters
  Score: Raw -3261251.894929 + Penalty 1661.124539 = -3259590.770390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65131.130000 sec): 3 clusters
  Score: Raw -3244360.615023 + Penalty 3322.249078 = -3241038.365946
  nChanged 12511
		SP:Iteration 1F (65131.430000 sec): 3 clusters
  Score: Raw -3251658.926943 + Penalty 3322.249078 = -3248336.677865
  nChanged 1944
		SP:Iteration 2F (65131.750000 sec): 3 clusters
  Score: Raw -3253033.287927 + Penalty 3322.249078 = -3249711.038849
  nChanged 2234
		SP:Iteration 3F (65132.030000 sec): 3 clusters
  Score: Raw -3254829.261454 + Penalty 3322.249078 = -3251507.012377
  nChanged 2345
		SP:Iteration 4F (65132.270000 sec): 3 clusters
  Score: Raw -3256812.545226 + Penalty 3322.249078 = -3253490.296148
  nChanged 2114
		SP:Iteration 5F (65132.570000 sec): 3 clusters
  Score: Raw -3258415.132605 + Penalty 3322.249078 = -3255092.883527
  nChanged 1640
		SP:Iteration 6F (65132.880000 sec): 3 clusters
  Score: Raw -3259667.133618 + Penalty 3322.249078 = -3256344.884540
  nChanged 1302
		SP:Iteration 7Q (65133.160000 sec): 3 clusters
  Score: Raw -3260853.061771 + Penalty 3322.249078 = -3257530.812693
  nChanged 1129
		SP:Iteration 8Q (65133.450000 sec): 3 clusters
  Score: Raw -3262113.527991 + Penalty 3322.249078 = -3258791.278913
  nChanged 968
		SP:Iteration 9Q (65133.770000 sec): 3 clusters
  Score: Raw -3263097.821266 + Penalty 3322.249078 = -3259775.572189
  nChanged 781
		SP:Iteration 10Q (65134.030000 sec): 3 clusters
  Score: Raw -3263750.307701 + Penalty 3322.249078 = -3260428.058623
  nChanged 662
		SP:Iteration 11Q (65134.360000 sec): 3 clusters
  Score: Raw -3264276.183425 + Penalty 3322.249078 = -3260953.934347
  nChanged 604
		SP:Iteration 12Q (65134.670000 sec): 3 clusters
  Score: Raw -3264784.687419 + Penalty 3322.249078 = -3261462.438341
  nChanged 583
		SP:Iteration 13Q (65134.950000 sec): 3 clusters
  Score: Raw -3265277.739801 + Penalty 3322.249078 = -3261955.490724
  nChanged 608
		SP:Iteration 14Q (65135.260000 sec): 3 clusters
  Score: Raw -3265810.098709 + Penalty 3322.249078 = -3262487.849631
  nChanged 583
		SP:Iteration 15Q (65135.540000 sec): 3 clusters
  Score: Raw -3266271.404032 + Penalty 3322.249078 = -3262949.154955
  nChanged 525
		SP:Iteration 16Q (65135.880000 sec): 3 clusters
  Score: Raw -3266641.332717 + Penalty 3322.249078 = -3263319.083639
  nChanged 537
		SP:Iteration 17Q (65136.180000 sec): 3 clusters
  Score: Raw -3266960.270957 + Penalty 3322.249078 = -3263638.021879
  nChanged 555
		SP:Iteration 18Q (65136.490000 sec): 3 clusters
  Score: Raw -3267313.307447 + Penalty 3322.249078 = -3263991.058370
  nChanged 620
		SP:Iteration 19Q (65136.760000 sec): 3 clusters
  Score: Raw -3267813.677884 + Penalty 3322.249078 = -3264491.428806
  nChanged 727
		SP:Iteration 20F (65137.050000 sec): 3 clusters
  Score: Raw -3268471.839972 + Penalty 3322.249078 = -3265149.590895
  nChanged 726
		SP:Iteration 21Q (65137.380000 sec): 3 clusters
  Score: Raw -3269013.733550 + Penalty 3322.249078 = -3265691.484472
  nChanged 587
		SP:Iteration 22Q (65137.630000 sec): 3 clusters
  Score: Raw -3269363.762078 + Penalty 3322.249078 = -3266041.513000
  nChanged 521
		SP:Iteration 23Q (65137.920000 sec): 3 clusters
  Score: Raw -3269787.095664 + Penalty 3322.249078 = -3266464.846587
  nChanged 511
		SP:Iteration 24Q (65138.210000 sec): 3 clusters
  Score: Raw -3270335.781014 + Penalty 3322.249078 = -3267013.531936
  nChanged 437
		SP:Iteration 25Q (65138.490000 sec): 3 clusters
  Score: Raw -3270655.838175 + Penalty 3322.249078 = -3267333.589097
  nChanged 278
		SP:Iteration 26Q (65138.800000 sec): 3 clusters
  Score: Raw -3270749.986828 + Penalty 3322.249078 = -3267427.737751
  nChanged 162
		SP:Iteration 27Q (65139.050000 sec): 3 clusters
  Score: Raw -3270783.169289 + Penalty 3322.249078 = -3267460.920211
  nChanged 94
		SP:Iteration 28Q (65139.330000 sec): 3 clusters
  Score: Raw -3270799.117636 + Penalty 3322.249078 = -3267476.868558
  nChanged 67
		SP:Iteration 29Q (65139.590000 sec): 3 clusters
  Score: Raw -3270806.117023 + Penalty 3322.249078 = -3267483.867946
  nChanged 52
		SP:Iteration 30Q (65139.900000 sec): 3 clusters
  Score: Raw -3270810.777822 + Penalty 3322.249078 = -3267488.528745
  nChanged 46
		SP:Iteration 31Q (65140.190000 sec): 3 clusters
  Score: Raw -3270813.919348 + Penalty 3322.249078 = -3267491.670270
  nChanged 32
		SP:Iteration 32Q (65140.460000 sec): 3 clusters
  Score: Raw -3270818.503495 + Penalty 3322.249078 = -3267496.254417
  nChanged 26
		SP:Iteration 33Q (65140.710000 sec): 3 clusters
  Score: Raw -3270820.014199 + Penalty 3322.249078 = -3267497.765121
  nChanged 24
		SP:Iteration 34Q (65140.970000 sec): 3 clusters
  Score: Raw -3270821.501503 + Penalty 3322.249078 = -3267499.252425
  nChanged 17
		SP:Iteration 35Q (65141.280000 sec): 3 clusters
  Score: Raw -3270822.380254 + Penalty 3322.249078 = -3267500.131176
  nChanged 8
		SP:Iteration 36Q (65141.550000 sec): 3 clusters
  Score: Raw -3270822.690815 + Penalty 3322.249078 = -3267500.441737
  nChanged 4
		SP:Iteration 37Q (65141.880000 sec): 3 clusters
  Score: Raw -3270822.820629 + Penalty 3322.249078 = -3267500.571551
  nChanged 3
		SP:Iteration 38Q (65142.150000 sec): 3 clusters
  Score: Raw -3270823.061266 + Penalty 3322.249078 = -3267500.812188
  nChanged 5
		SP:Iteration 39Q (65142.460000 sec): 3 clusters
  Score: Raw -3270823.379791 + Penalty 3322.249078 = -3267501.130714
  nChanged 7
		SP:Iteration 40F (65142.770000 sec): 3 clusters
  Score: Raw -3270829.794090 + Penalty 3322.249078 = -3267507.545012
  nChanged 11
		SP:Iteration 41Q (65143.060000 sec): 3 clusters
  Score: Raw -3270831.076428 + Penalty 3322.249078 = -3267508.827350
  nChanged 11
		SP:Iteration 42Q (65143.360000 sec): 3 clusters
  Score: Raw -3270831.773195 + Penalty 3322.249078 = -3267509.524117
  nChanged 7
		SP:Iteration 43Q (65143.680000 sec): 3 clusters
  Score: Raw -3270832.038523 + Penalty 3322.249078 = -3267509.789446
  nChanged 4
		SP:Iteration 44Q (65143.960000 sec): 3 clusters
  Score: Raw -3270832.269502 + Penalty 3322.249078 = -3267510.020425
  nChanged 5
		SP:Iteration 45Q (65144.260000 sec): 3 clusters
  Score: Raw -3270832.566384 + Penalty 3322.249078 = -3267510.317306
  nChanged 5
		SP:Iteration 46Q (65144.580000 sec): 3 clusters
  Score: Raw -3270832.876242 + Penalty 3322.249078 = -3267510.627165
  nChanged 6
		SP:Iteration 47Q (65144.860000 sec): 3 clusters
  Score: Raw -3270833.211092 + Penalty 3322.249078 = -3267510.962014
  nChanged 5
		SP:Iteration 48Q (65145.200000 sec): 3 clusters
  Score: Raw -3270833.376849 + Penalty 3322.249078 = -3267511.127772
  nChanged 3
		SP:Iteration 49Q (65145.470000 sec): 3 clusters
  Score: Raw -3270833.470636 + Penalty 3322.249078 = -3267511.221559
  nChanged 4
		SP:Iteration 50Q (65145.780000 sec): 3 clusters
  Score: Raw -3270833.623576 + Penalty 3322.249078 = -3267511.374498
  nChanged 2
		SP:Iteration 51Q (65146.090000 sec): 3 clusters
  Score: Raw -3270833.708672 + Penalty 3322.249078 = -3267511.459595
  nChanged 5
		SP:Iteration 52Q (65146.340000 sec): 3 clusters
  Score: Raw -3270833.867762 + Penalty 3322.249078 = -3267511.618685
  nChanged 3
		SP:Iteration 53Q (65146.650000 sec): 3 clusters
  Score: Raw -3270833.935979 + Penalty 3322.249078 = -3267511.686901
  nChanged 4
		SP:Iteration 54Q (65146.910000 sec): 3 clusters
  Score: Raw -3270834.042200 + Penalty 3322.249078 = -3267511.793122
  nChanged 0
		SP:Iteration 55F (65147.190000 sec): 3 clusters
  Score: Raw -3270834.042200 + Penalty 3322.249078 = -3267511.793122
  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 6.54 GB.

 Trying to split cluster 27 (4068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65147.300000 sec): 2 clusters
  Score: Raw -474605.426701 + Penalty 1350.522348 = -473254.904353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65147.490000 sec): 3 clusters
  Score: Raw -472582.650066 + Penalty 2701.044696 = -469881.605370
  nChanged 1591
		SP:Iteration 1F (65147.720000 sec): 3 clusters
  Score: Raw -473509.078132 + Penalty 2701.044696 = -470808.033436
  nChanged 325
		SP:Iteration 2F (65147.870000 sec): 3 clusters
  Score: Raw -473748.550880 + Penalty 2701.044696 = -471047.506183
  nChanged 255
		SP:Iteration 3F (65148.060000 sec): 3 clusters
  Score: Raw -473945.673489 + Penalty 2701.044696 = -471244.628793
  nChanged 222
		SP:Iteration 4F (65148.250000 sec): 3 clusters
  Score: Raw -474145.535374 + Penalty 2701.044696 = -471444.490678
  nChanged 220
		SP:Iteration 5F (65148.480000 sec): 3 clusters
  Score: Raw -474381.875262 + Penalty 2701.044696 = -471680.830566
  nChanged 232
		SP:Iteration 6F (65148.660000 sec): 3 clusters
  Score: Raw -474608.158809 + Penalty 2701.044696 = -471907.114113
  nChanged 190
		SP:Iteration 7Q (65148.830000 sec): 3 clusters
  Score: Raw -474772.660893 + Penalty 2701.044696 = -472071.616197
  nChanged 165
		SP:Iteration 8Q (65149.050000 sec): 3 clusters
  Score: Raw -474903.969055 + Penalty 2701.044696 = -472202.924359
  nChanged 145
		SP:Iteration 9Q (65149.210000 sec): 3 clusters
  Score: Raw -475015.588990 + Penalty 2701.044696 = -472314.544294
  nChanged 120
		SP:Iteration 10Q (65149.420000 sec): 3 clusters
  Score: Raw -475100.835275 + Penalty 2701.044696 = -472399.790579
  nChanged 117
		SP:Iteration 11Q (65149.590000 sec): 3 clusters
  Score: Raw -475187.364991 + Penalty 2701.044696 = -472486.320295
  nChanged 94
		SP:Iteration 12Q (65149.770000 sec): 3 clusters
  Score: Raw -475267.193165 + Penalty 2701.044696 = -472566.148469
  nChanged 102
		SP:Iteration 13Q (65149.970000 sec): 3 clusters
  Score: Raw -475339.839976 + Penalty 2701.044696 = -472638.795280
  nChanged 85
		SP:Iteration 14Q (65150.120000 sec): 3 clusters
  Score: Raw -475406.172532 + Penalty 2701.044696 = -472705.127836
  nChanged 59
		SP:Iteration 15Q (65150.320000 sec): 3 clusters
  Score: Raw -475447.719465 + Penalty 2701.044696 = -472746.674769
  nChanged 52
		SP:Iteration 16Q (65150.510000 sec): 3 clusters
  Score: Raw -475479.101875 + Penalty 2701.044696 = -472778.057179
  nChanged 58
		SP:Iteration 17Q (65150.710000 sec): 3 clusters
  Score: Raw -475523.607722 + Penalty 2701.044696 = -472822.563026
  nChanged 48
		SP:Iteration 18Q (65150.920000 sec): 3 clusters
  Score: Raw -475570.754031 + Penalty 2701.044696 = -472869.709335
  nChanged 48
		SP:Iteration 19Q (65151.080000 sec): 3 clusters
  Score: Raw -475633.785154 + Penalty 2701.044696 = -472932.740458
  nChanged 49
		SP:Iteration 20F (65151.290000 sec): 3 clusters
  Score: Raw -475688.181026 + Penalty 2701.044696 = -472987.136330
  nChanged 47
		SP:Iteration 21Q (65151.440000 sec): 3 clusters
  Score: Raw -475735.306124 + Penalty 2701.044696 = -473034.261428
  nChanged 43
		SP:Iteration 22Q (65151.640000 sec): 3 clusters
  Score: Raw -475769.556680 + Penalty 2701.044696 = -473068.511984
  nChanged 36
		SP:Iteration 23Q (65151.820000 sec): 3 clusters
  Score: Raw -475792.453565 + Penalty 2701.044696 = -473091.408869
  nChanged 24
		SP:Iteration 24Q (65152.000000 sec): 3 clusters
  Score: Raw -475804.465942 + Penalty 2701.044696 = -473103.421246
  nChanged 20
		SP:Iteration 25Q (65152.190000 sec): 3 clusters
  Score: Raw -475811.938271 + Penalty 2701.044696 = -473110.893575
  nChanged 14
		SP:Iteration 26Q (65152.370000 sec): 3 clusters
  Score: Raw -475816.289208 + Penalty 2701.044696 = -473115.244511
  nChanged 10
		SP:Iteration 27Q (65152.550000 sec): 3 clusters
  Score: Raw -475819.934283 + Penalty 2701.044696 = -473118.889587
  nChanged 7
		SP:Iteration 28Q (65152.710000 sec): 3 clusters
  Score: Raw -475822.951541 + Penalty 2701.044696 = -473121.906844
  nChanged 9
		SP:Iteration 29Q (65152.890000 sec): 3 clusters
  Score: Raw -475826.988602 + Penalty 2701.044696 = -473125.943905
  nChanged 11
		SP:Iteration 30Q (65153.070000 sec): 3 clusters
  Score: Raw -475831.244216 + Penalty 2701.044696 = -473130.199520
  nChanged 8
		SP:Iteration 31Q (65153.250000 sec): 3 clusters
  Score: Raw -475834.805621 + Penalty 2701.044696 = -473133.760925
  nChanged 5
		SP:Iteration 32Q (65153.430000 sec): 3 clusters
  Score: Raw -475835.890121 + Penalty 2701.044696 = -473134.845424
  nChanged 1
		SP:Iteration 33Q (65153.580000 sec): 3 clusters
  Score: Raw -475836.118382 + Penalty 2701.044696 = -473135.073685
  nChanged 0
		SP:Iteration 34F (65153.770000 sec): 3 clusters
  Score: Raw -475836.118382 + Penalty 2701.044696 = -473135.073685
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (24238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65153.990000 sec): 2 clusters
  Score: Raw -2805202.999912 + Penalty 1640.547501 = -2803562.452411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65154.240000 sec): 3 clusters
  Score: Raw -2790452.226116 + Penalty 3281.095002 = -2787171.131114
  nChanged 11014
		SP:Iteration 1F (65154.510000 sec): 3 clusters
  Score: Raw -2797056.099131 + Penalty 3281.095002 = -2793775.004129
  nChanged 1756
		SP:Iteration 2F (65154.810000 sec): 3 clusters
  Score: Raw -2798208.090543 + Penalty 3281.095002 = -2794926.995541
  nChanged 1752
		SP:Iteration 3F (65155.040000 sec): 3 clusters
  Score: Raw -2799448.131791 + Penalty 3281.095002 = -2796167.036789
  nChanged 1737
		SP:Iteration 4F (65155.330000 sec): 3 clusters
  Score: Raw -2800596.179683 + Penalty 3281.095002 = -2797315.084681
  nChanged 1512
		SP:Iteration 5F (65155.570000 sec): 3 clusters
  Score: Raw -2801552.090251 + Penalty 3281.095002 = -2798270.995249
  nChanged 1340
		SP:Iteration 6F (65155.850000 sec): 3 clusters
  Score: Raw -2802299.725027 + Penalty 3281.095002 = -2799018.630025
  nChanged 1126
		SP:Iteration 7Q (65156.190000 sec): 3 clusters
  Score: Raw -2802967.789835 + Penalty 3281.095002 = -2799686.694833
  nChanged 1098
		SP:Iteration 8Q (65156.460000 sec): 3 clusters
  Score: Raw -2803694.232594 + Penalty 3281.095002 = -2800413.137592
  nChanged 1068
		SP:Iteration 9Q (65156.760000 sec): 3 clusters
  Score: Raw -2804450.030516 + Penalty 3281.095002 = -2801168.935515
  nChanged 989
		SP:Iteration 10Q (65157.020000 sec): 3 clusters
  Score: Raw -2805207.262915 + Penalty 3281.095002 = -2801926.167913
  nChanged 782
		SP:Iteration 11Q (65157.310000 sec): 3 clusters
  Score: Raw -2805757.622671 + Penalty 3281.095002 = -2802476.527670
  nChanged 596
		SP:Iteration 12Q (65157.650000 sec): 3 clusters
  Score: Raw -2806130.600013 + Penalty 3281.095002 = -2802849.505012
  nChanged 468
		SP:Iteration 13Q (65157.960000 sec): 3 clusters
  Score: Raw -2806360.018963 + Penalty 3281.095002 = -2803078.923962
  nChanged 353
		SP:Iteration 14Q (65158.260000 sec): 3 clusters
  Score: Raw -2806510.878614 + Penalty 3281.095002 = -2803229.783612
  nChanged 230
		SP:Iteration 15Q (65158.540000 sec): 3 clusters
  Score: Raw -2806589.188421 + Penalty 3281.095002 = -2803308.093420
  nChanged 171
		SP:Iteration 16Q (65158.860000 sec): 3 clusters
  Score: Raw -2806647.531036 + Penalty 3281.095002 = -2803366.436034
  nChanged 140
		SP:Iteration 17Q (65159.120000 sec): 3 clusters
  Score: Raw -2806693.010327 + Penalty 3281.095002 = -2803411.915325
  nChanged 114
		SP:Iteration 18Q (65159.410000 sec): 3 clusters
  Score: Raw -2806727.637887 + Penalty 3281.095002 = -2803446.542885
  nChanged 103
		SP:Iteration 19Q (65159.700000 sec): 3 clusters
  Score: Raw -2806755.276323 + Penalty 3281.095002 = -2803474.181321
  nChanged 98
		SP:Iteration 20F (65159.980000 sec): 3 clusters
  Score: Raw -2806778.879199 + Penalty 3281.095002 = -2803497.784197
  nChanged 73
		SP:Iteration 21Q (65160.300000 sec): 3 clusters
  Score: Raw -2806796.186496 + Penalty 3281.095002 = -2803515.091494
  nChanged 62
		SP:Iteration 22Q (65160.560000 sec): 3 clusters
  Score: Raw -2806814.010266 + Penalty 3281.095002 = -2803532.915264
  nChanged 50
		SP:Iteration 23Q (65160.860000 sec): 3 clusters
  Score: Raw -2806830.561787 + Penalty 3281.095002 = -2803549.466785
  nChanged 58
		SP:Iteration 24Q (65161.110000 sec): 3 clusters
  Score: Raw -2806849.358193 + Penalty 3281.095002 = -2803568.263191
  nChanged 52
		SP:Iteration 25Q (65161.410000 sec): 3 clusters
  Score: Raw -2806867.159339 + Penalty 3281.095002 = -2803586.064337
  nChanged 56
		SP:Iteration 26Q (65161.700000 sec): 3 clusters
  Score: Raw -2806884.477247 + Penalty 3281.095002 = -2803603.382245
  nChanged 56
		SP:Iteration 27Q (65161.980000 sec): 3 clusters
  Score: Raw -2806900.894505 + Penalty 3281.095002 = -2803619.799503
  nChanged 46
		SP:Iteration 28Q (65162.280000 sec): 3 clusters
  Score: Raw -2806914.670422 + Penalty 3281.095002 = -2803633.575421
  nChanged 51
		SP:Iteration 29Q (65162.590000 sec): 3 clusters
  Score: Raw -2806929.266154 + Penalty 3281.095002 = -2803648.171152
  nChanged 52
		SP:Iteration 30Q (65162.860000 sec): 3 clusters
  Score: Raw -2806947.091028 + Penalty 3281.095002 = -2803665.996026
  nChanged 49
		SP:Iteration 31Q (65163.140000 sec): 3 clusters
  Score: Raw -2806962.234924 + Penalty 3281.095002 = -2803681.139922
  nChanged 49
		SP:Iteration 32Q (65163.410000 sec): 3 clusters
  Score: Raw -2806983.947749 + Penalty 3281.095002 = -2803702.852747
  nChanged 47
		SP:Iteration 33Q (65163.700000 sec): 3 clusters
  Score: Raw -2807006.918703 + Penalty 3281.095002 = -2803725.823701
  nChanged 45
		SP:Iteration 34Q (65163.990000 sec): 3 clusters
  Score: Raw -2807028.505304 + Penalty 3281.095002 = -2803747.410302
  nChanged 37
		SP:Iteration 35Q (65164.240000 sec): 3 clusters
  Score: Raw -2807047.978689 + Penalty 3281.095002 = -2803766.883687
  nChanged 49
		SP:Iteration 36Q (65164.520000 sec): 3 clusters
  Score: Raw -2807075.277487 + Penalty 3281.095002 = -2803794.182485
  nChanged 44
		SP:Iteration 37Q (65164.830000 sec): 3 clusters
  Score: Raw -2807097.753301 + Penalty 3281.095002 = -2803816.658299
  nChanged 46
		SP:Iteration 38Q (65165.090000 sec): 3 clusters
  Score: Raw -2807119.114476 + Penalty 3281.095002 = -2803838.019474
  nChanged 36
		SP:Iteration 39Q (65165.350000 sec): 3 clusters
  Score: Raw -2807133.115495 + Penalty 3281.095002 = -2803852.020494
  nChanged 27
		SP:Iteration 40F (65165.610000 sec): 3 clusters
  Score: Raw -2807142.763204 + Penalty 3281.095002 = -2803861.668202
  nChanged 26
		SP:Iteration 41Q (65165.900000 sec): 3 clusters
  Score: Raw -2807154.140660 + Penalty 3281.095002 = -2803873.045658
  nChanged 25
		SP:Iteration 42Q (65166.150000 sec): 3 clusters
  Score: Raw -2807167.154509 + Penalty 3281.095002 = -2803886.059507
  nChanged 31
		SP:Iteration 43Q (65166.450000 sec): 3 clusters
  Score: Raw -2807180.777682 + Penalty 3281.095002 = -2803899.682680
  nChanged 27
		SP:Iteration 44Q (65166.690000 sec): 3 clusters
  Score: Raw -2807190.279493 + Penalty 3281.095002 = -2803909.184491
  nChanged 22
		SP:Iteration 45Q (65166.980000 sec): 3 clusters
  Score: Raw -2807200.041137 + Penalty 3281.095002 = -2803918.946135
  nChanged 22
		SP:Iteration 46Q (65167.270000 sec): 3 clusters
  Score: Raw -2807207.908886 + Penalty 3281.095002 = -2803926.813884
  nChanged 22
		SP:Iteration 47Q (65167.540000 sec): 3 clusters
  Score: Raw -2807214.299144 + Penalty 3281.095002 = -2803933.204142
  nChanged 18
		SP:Iteration 48Q (65167.790000 sec): 3 clusters
  Score: Raw -2807221.434247 + Penalty 3281.095002 = -2803940.339245
  nChanged 20
		SP:Iteration 49Q (65168.070000 sec): 3 clusters
  Score: Raw -2807230.796901 + Penalty 3281.095002 = -2803949.701900
  nChanged 33
		SP:Iteration 50Q (65168.310000 sec): 3 clusters
  Score: Raw -2807242.329522 + Penalty 3281.095002 = -2803961.234520
  nChanged 24
		SP:Iteration 51Q (65168.610000 sec): 3 clusters
  Score: Raw -2807247.633643 + Penalty 3281.095002 = -2803966.538641
  nChanged 14
		SP:Iteration 52Q (65168.890000 sec): 3 clusters
  Score: Raw -2807250.427511 + Penalty 3281.095002 = -2803969.332509
  nChanged 7
		SP:Iteration 53Q (65169.090000 sec): 3 clusters
  Score: Raw -2807251.523561 + Penalty 3281.095002 = -2803970.428559
  nChanged 4
		SP:Iteration 54Q (65169.390000 sec): 3 clusters
  Score: Raw -2807252.480854 + Penalty 3281.095002 = -2803971.385852
  nChanged 6
		SP:Iteration 55Q (65169.670000 sec): 3 clusters
  Score: Raw -2807253.397301 + Penalty 3281.095002 = -2803972.302299
  nChanged 3
		SP:Iteration 56Q (65169.930000 sec): 3 clusters
  Score: Raw -2807253.676624 + Penalty 3281.095002 = -2803972.581622
  nChanged 2
		SP:Iteration 57Q (65170.180000 sec): 3 clusters
  Score: Raw -2807253.748106 + Penalty 3281.095002 = -2803972.653104
  nChanged 0
		SP:Iteration 58F (65170.450000 sec): 3 clusters
  Score: Raw -2807254.464755 + Penalty 3281.095002 = -2803973.369753
  nChanged 1
		SP:Iteration 59Q (65170.750000 sec): 3 clusters
  Score: Raw -2807254.753353 + Penalty 3281.095002 = -2803973.658352
  nChanged 2
		SP:Iteration 60F (65170.990000 sec): 3 clusters
  Score: Raw -2807255.214830 + Penalty 3281.095002 = -2803974.119828
  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 6.54 GB.

 Trying to split cluster 29 (138852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65171.700000 sec): 2 clusters
  Score: Raw -16714568.353229 + Penalty 1924.189133 = -16712644.164096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65172.410000 sec): 3 clusters
  Score: Raw -16623224.187162 + Penalty 3848.378266 = -16619375.808896
  nChanged 67218
		SP:Iteration 1F (65173.150000 sec): 3 clusters
  Score: Raw -16665269.705565 + Penalty 3848.378266 = -16661421.327299
  nChanged 7093
		SP:Iteration 2F (65173.870000 sec): 3 clusters
  Score: Raw -16668367.745052 + Penalty 3848.378266 = -16664519.366786
  nChanged 8387
		SP:Iteration 3F (65174.660000 sec): 3 clusters
  Score: Raw -16672661.780979 + Penalty 3848.378266 = -16668813.402712
  nChanged 9545
		SP:Iteration 4F (65175.410000 sec): 3 clusters
  Score: Raw -16678445.042472 + Penalty 3848.378266 = -16674596.664205
  nChanged 10580
		SP:Iteration 5F (65176.220000 sec): 3 clusters
  Score: Raw -16686006.833075 + Penalty 3848.378266 = -16682158.454808
  nChanged 10833
		SP:Iteration 6F (65177.010000 sec): 3 clusters
  Score: Raw -16694755.412460 + Penalty 3848.378266 = -16690907.034193
  nChanged 9778
		SP:Iteration 7F (65177.820000 sec): 3 clusters
  Score: Raw -16702283.348898 + Penalty 3848.378266 = -16698434.970632
  nChanged 7586
		SP:Iteration 8F (65178.580000 sec): 3 clusters
  Score: Raw -16707258.644585 + Penalty 3848.378266 = -16703410.266319
  nChanged 5466
		SP:Iteration 9Q (65179.340000 sec): 3 clusters
  Score: Raw -16709986.383289 + Penalty 3848.378266 = -16706138.005022
  nChanged 3721
		SP:Iteration 10Q (65180.100000 sec): 3 clusters
  Score: Raw -16711481.478105 + Penalty 3848.378266 = -16707633.099838
  nChanged 2664
		SP:Iteration 11Q (65180.840000 sec): 3 clusters
  Score: Raw -16712430.144991 + Penalty 3848.378266 = -16708581.766725
  nChanged 2121
		SP:Iteration 12Q (65181.600000 sec): 3 clusters
  Score: Raw -16713138.599725 + Penalty 3848.378266 = -16709290.221459
  nChanged 1746
		SP:Iteration 13Q (65182.390000 sec): 3 clusters
  Score: Raw -16713678.888157 + Penalty 3848.378266 = -16709830.509890
  nChanged 1468
		SP:Iteration 14Q (65183.220000 sec): 3 clusters
  Score: Raw -16714080.932334 + Penalty 3848.378266 = -16710232.554068
  nChanged 1284
		SP:Iteration 15Q (65184.030000 sec): 3 clusters
  Score: Raw -16714409.079242 + Penalty 3848.378266 = -16710560.700975
  nChanged 1054
		SP:Iteration 16Q (65184.980000 sec): 3 clusters
  Score: Raw -16714679.346314 + Penalty 3848.378266 = -16710830.968048
  nChanged 862
		SP:Iteration 17Q (65185.860000 sec): 3 clusters
  Score: Raw -16714894.199224 + Penalty 3848.378266 = -16711045.820957
  nChanged 697
		SP:Iteration 18Q (65186.690000 sec): 3 clusters
  Score: Raw -16715090.345994 + Penalty 3848.378266 = -16711241.967727
  nChanged 674
		SP:Iteration 19Q (65187.540000 sec): 3 clusters
  Score: Raw -16715327.673139 + Penalty 3848.378266 = -16711479.294873
  nChanged 662
		SP:Iteration 20F (65188.420000 sec): 3 clusters
  Score: Raw -16715592.246423 + Penalty 3848.378266 = -16711743.868156
  nChanged 668
		SP:Iteration 21Q (65189.260000 sec): 3 clusters
  Score: Raw -16715864.085123 + Penalty 3848.378266 = -16712015.706857
  nChanged 693
		SP:Iteration 22Q (65190.090000 sec): 3 clusters
  Score: Raw -16716141.570913 + Penalty 3848.378266 = -16712293.192646
  nChanged 681
		SP:Iteration 23Q (65190.900000 sec): 3 clusters
  Score: Raw -16716398.621366 + Penalty 3848.378266 = -16712550.243100
  nChanged 664
		SP:Iteration 24Q (65191.720000 sec): 3 clusters
  Score: Raw -16716621.100418 + Penalty 3848.378266 = -16712772.722152
  nChanged 623
		SP:Iteration 25Q (65192.520000 sec): 3 clusters
  Score: Raw -16716842.041177 + Penalty 3848.378266 = -16712993.662911
  nChanged 601
		SP:Iteration 26Q (65193.370000 sec): 3 clusters
  Score: Raw -16717029.660625 + Penalty 3848.378266 = -16713181.282359
  nChanged 529
		SP:Iteration 27Q (65194.210000 sec): 3 clusters
  Score: Raw -16717168.674155 + Penalty 3848.378266 = -16713320.295889
  nChanged 450
		SP:Iteration 28Q (65195.040000 sec): 3 clusters
  Score: Raw -16717271.894624 + Penalty 3848.378266 = -16713423.516357
  nChanged 400
		SP:Iteration 29Q (65195.810000 sec): 3 clusters
  Score: Raw -16717349.814873 + Penalty 3848.378266 = -16713501.436607
  nChanged 307
		SP:Iteration 30Q (65196.520000 sec): 3 clusters
  Score: Raw -16717407.594453 + Penalty 3848.378266 = -16713559.216187
  nChanged 270
		SP:Iteration 31Q (65197.240000 sec): 3 clusters
  Score: Raw -16717448.847642 + Penalty 3848.378266 = -16713600.469375
  nChanged 251
		SP:Iteration 32Q (65197.940000 sec): 3 clusters
  Score: Raw -16717485.879085 + Penalty 3848.378266 = -16713637.500818
  nChanged 190
		SP:Iteration 33Q (65198.700000 sec): 3 clusters
  Score: Raw -16717512.708534 + Penalty 3848.378266 = -16713664.330268
  nChanged 180
		SP:Iteration 34Q (65199.460000 sec): 3 clusters
  Score: Raw -16717535.864319 + Penalty 3848.378266 = -16713687.486052
  nChanged 165
		SP:Iteration 35Q (65200.230000 sec): 3 clusters
  Score: Raw -16717556.370096 + Penalty 3848.378266 = -16713707.991830
  nChanged 157
		SP:Iteration 36Q (65201.010000 sec): 3 clusters
  Score: Raw -16717572.837235 + Penalty 3848.378266 = -16713724.458968
  nChanged 122
		SP:Iteration 37Q (65201.800000 sec): 3 clusters
  Score: Raw -16717586.298396 + Penalty 3848.378266 = -16713737.920130
  nChanged 125
		SP:Iteration 38Q (65202.520000 sec): 3 clusters
  Score: Raw -16717601.884728 + Penalty 3848.378266 = -16713753.506462
  nChanged 115
		SP:Iteration 39Q (65203.270000 sec): 3 clusters
  Score: Raw -16717616.577681 + Penalty 3848.378266 = -16713768.199415
  nChanged 107
		SP:Iteration 40F (65204.050000 sec): 3 clusters
  Score: Raw -16717628.016473 + Penalty 3848.378266 = -16713779.638206
  nChanged 90
		SP:Iteration 41Q (65204.810000 sec): 3 clusters
  Score: Raw -16717637.960497 + Penalty 3848.378266 = -16713789.582230
  nChanged 100
		SP:Iteration 42Q (65205.610000 sec): 3 clusters
  Score: Raw -16717648.195064 + Penalty 3848.378266 = -16713799.816798
  nChanged 88
		SP:Iteration 43Q (65206.400000 sec): 3 clusters
  Score: Raw -16717656.541106 + Penalty 3848.378266 = -16713808.162840
  nChanged 72
		SP:Iteration 44Q (65207.240000 sec): 3 clusters
  Score: Raw -16717662.489383 + Penalty 3848.378266 = -16713814.111117
  nChanged 71
		SP:Iteration 45Q (65208.010000 sec): 3 clusters
  Score: Raw -16717667.695657 + Penalty 3848.378266 = -16713819.317391
  nChanged 68
		SP:Iteration 46Q (65208.800000 sec): 3 clusters
  Score: Raw -16717673.079800 + Penalty 3848.378266 = -16713824.701533
  nChanged 66
		SP:Iteration 47Q (65209.610000 sec): 3 clusters
  Score: Raw -16717678.075653 + Penalty 3848.378266 = -16713829.697387
  nChanged 58
		SP:Iteration 48Q (65210.410000 sec): 3 clusters
  Score: Raw -16717681.522051 + Penalty 3848.378266 = -16713833.143785
  nChanged 52
		SP:Iteration 49Q (65211.240000 sec): 3 clusters
  Score: Raw -16717684.061849 + Penalty 3848.378266 = -16713835.683583
  nChanged 47
		SP:Iteration 50Q (65211.980000 sec): 3 clusters
  Score: Raw -16717686.213341 + Penalty 3848.378266 = -16713837.835075
  nChanged 32
		SP:Iteration 51Q (65212.760000 sec): 3 clusters
  Score: Raw -16717687.374256 + Penalty 3848.378266 = -16713838.995990
  nChanged 19
		SP:Iteration 52Q (65213.550000 sec): 3 clusters
  Score: Raw -16717688.146807 + Penalty 3848.378266 = -16713839.768541
  nChanged 12
		SP:Iteration 53Q (65214.240000 sec): 3 clusters
  Score: Raw -16717688.641156 + Penalty 3848.378266 = -16713840.262890
  nChanged 14
		SP:Iteration 54Q (65214.900000 sec): 3 clusters
  Score: Raw -16717689.057136 + Penalty 3848.378266 = -16713840.678869
  nChanged 13
		SP:Iteration 55Q (65215.610000 sec): 3 clusters
  Score: Raw -16717689.354603 + Penalty 3848.378266 = -16713840.976337
  nChanged 9
		SP:Iteration 56Q (65216.350000 sec): 3 clusters
  Score: Raw -16717689.672479 + Penalty 3848.378266 = -16713841.294212
  nChanged 7
		SP:Iteration 57Q (65217.060000 sec): 3 clusters
  Score: Raw -16717689.816057 + Penalty 3848.378266 = -16713841.437790
  nChanged 2
		SP:Iteration 58Q (65217.760000 sec): 3 clusters
  Score: Raw -16717689.863530 + Penalty 3848.378266 = -16713841.485264
  nChanged 3
		SP:Iteration 59Q (65218.460000 sec): 3 clusters
  Score: Raw -16717689.941746 + Penalty 3848.378266 = -16713841.563479
  nChanged 2
		SP:Iteration 60F (65219.180000 sec): 3 clusters
  Score: Raw -16717690.067464 + Penalty 3848.378266 = -16713841.689198
  nChanged 5
		SP:Iteration 61Q (65219.870000 sec): 3 clusters
  Score: Raw -16717690.252408 + Penalty 3848.378266 = -16713841.874141
  nChanged 7
		SP:Iteration 62Q (65220.580000 sec): 3 clusters
  Score: Raw -16717690.514324 + Penalty 3848.378266 = -16713842.136057
  nChanged 3
		SP:Iteration 63Q (65221.220000 sec): 3 clusters
  Score: Raw -16717690.578457 + Penalty 3848.378266 = -16713842.200191
  nChanged 2
		SP:Iteration 64Q (65221.910000 sec): 3 clusters
  Score: Raw -16717690.666110 + Penalty 3848.378266 = -16713842.287843
  nChanged 4
		SP:Iteration 65Q (65222.590000 sec): 3 clusters
  Score: Raw -16717690.761617 + Penalty 3848.378266 = -16713842.383351
  nChanged 5
		SP:Iteration 66Q (65223.320000 sec): 3 clusters
  Score: Raw -16717690.923180 + Penalty 3848.378266 = -16713842.544913
  nChanged 6
		SP:Iteration 67Q (65224.030000 sec): 3 clusters
  Score: Raw -16717691.340598 + Penalty 3848.378266 = -16713842.962332
  nChanged 11
		SP:Iteration 68Q (65224.760000 sec): 3 clusters
  Score: Raw -16717692.044199 + Penalty 3848.378266 = -16713843.665933
  nChanged 18
		SP:Iteration 69Q (65225.520000 sec): 3 clusters
  Score: Raw -16717692.801838 + Penalty 3848.378266 = -16713844.423571
  nChanged 18
		SP:Iteration 70Q (65226.270000 sec): 3 clusters
  Score: Raw -16717693.580991 + Penalty 3848.378266 = -16713845.202725
  nChanged 13
		SP:Iteration 71Q (65227.030000 sec): 3 clusters
  Score: Raw -16717694.086288 + Penalty 3848.378266 = -16713845.708021
  nChanged 11
		SP:Iteration 72Q (65227.820000 sec): 3 clusters
  Score: Raw -16717694.554590 + Penalty 3848.378266 = -16713846.176323
  nChanged 13
		SP:Iteration 73Q (65228.570000 sec): 3 clusters
  Score: Raw -16717695.040954 + Penalty 3848.378266 = -16713846.662688
  nChanged 10
		SP:Iteration 74Q (65229.300000 sec): 3 clusters
  Score: Raw -16717695.511062 + Penalty 3848.378266 = -16713847.132795
  nChanged 13
		SP:Iteration 75Q (65230.090000 sec): 3 clusters
  Score: Raw -16717696.032071 + Penalty 3848.378266 = -16713847.653804
  nChanged 8
		SP:Iteration 76Q (65230.850000 sec): 3 clusters
  Score: Raw -16717696.375990 + Penalty 3848.378266 = -16713847.997724
  nChanged 10
		SP:Iteration 77Q (65231.620000 sec): 3 clusters
  Score: Raw -16717696.771977 + Penalty 3848.378266 = -16713848.393710
  nChanged 15
		SP:Iteration 78Q (65232.390000 sec): 3 clusters
  Score: Raw -16717697.452390 + Penalty 3848.378266 = -16713849.074124
  nChanged 15
		SP:Iteration 79Q (65233.150000 sec): 3 clusters
  Score: Raw -16717698.524115 + Penalty 3848.378266 = -16713850.145849
  nChanged 24
		SP:Iteration 80F (65233.930000 sec): 3 clusters
  Score: Raw -16717699.873912 + Penalty 3848.378266 = -16713851.495646
  nChanged 17
		SP:Iteration 81Q (65234.680000 sec): 3 clusters
  Score: Raw -16717700.499148 + Penalty 3848.378266 = -16713852.120881
  nChanged 15
		SP:Iteration 82Q (65235.460000 sec): 3 clusters
  Score: Raw -16717700.988455 + Penalty 3848.378266 = -16713852.610189
  nChanged 13
		SP:Iteration 83Q (65236.150000 sec): 3 clusters
  Score: Raw -16717701.744653 + Penalty 3848.378266 = -16713853.366387
  nChanged 15
		SP:Iteration 84Q (65236.830000 sec): 3 clusters
  Score: Raw -16717702.344291 + Penalty 3848.378266 = -16713853.966024
  nChanged 14
		SP:Iteration 85Q (65237.580000 sec): 3 clusters
  Score: Raw -16717702.882723 + Penalty 3848.378266 = -16713854.504457
  nChanged 14
		SP:Iteration 86Q (65238.270000 sec): 3 clusters
  Score: Raw -16717703.210573 + Penalty 3848.378266 = -16713854.832307
  nChanged 10
		SP:Iteration 87Q (65239.010000 sec): 3 clusters
  Score: Raw -16717703.400687 + Penalty 3848.378266 = -16713855.022420
  nChanged 4
		SP:Iteration 88Q (65239.770000 sec): 3 clusters
  Score: Raw -16717703.517027 + Penalty 3848.378266 = -16713855.138760
  nChanged 6
		SP:Iteration 89Q (65240.530000 sec): 3 clusters
  Score: Raw -16717703.720459 + Penalty 3848.378266 = -16713855.342192
  nChanged 6
		SP:Iteration 90Q (65241.260000 sec): 3 clusters
  Score: Raw -16717703.898373 + Penalty 3848.378266 = -16713855.520106
  nChanged 5
		SP:Iteration 91Q (65242.030000 sec): 3 clusters
  Score: Raw -16717704.010978 + Penalty 3848.378266 = -16713855.632712
  nChanged 4
		SP:Iteration 92Q (65242.780000 sec): 3 clusters
  Score: Raw -16717704.190355 + Penalty 3848.378266 = -16713855.812089
  nChanged 6
		SP:Iteration 93Q (65243.470000 sec): 3 clusters
  Score: Raw -16717704.430001 + Penalty 3848.378266 = -16713856.051735
  nChanged 5
		SP:Iteration 94Q (65244.180000 sec): 3 clusters
  Score: Raw -16717704.541922 + Penalty 3848.378266 = -16713856.163656
  nChanged 4
		SP:Iteration 95Q (65244.920000 sec): 3 clusters
  Score: Raw -16717704.661844 + Penalty 3848.378266 = -16713856.283578
  nChanged 5
		SP:Iteration 96Q (65245.680000 sec): 3 clusters
  Score: Raw -16717704.806277 + Penalty 3848.378266 = -16713856.428010
  nChanged 2
		SP:Iteration 97Q (65246.420000 sec): 3 clusters
  Score: Raw -16717704.887442 + Penalty 3848.378266 = -16713856.509175
  nChanged 4
		SP:Iteration 98Q (65247.150000 sec): 3 clusters
  Score: Raw -16717704.988185 + Penalty 3848.378266 = -16713856.609919
  nChanged 4
		SP:Iteration 99Q (65247.940000 sec): 3 clusters
  Score: Raw -16717705.143262 + Penalty 3848.378266 = -16713856.764996
  nChanged 6
		SP:Iteration 100F (65248.690000 sec): 3 clusters
  Score: Raw -16717705.366147 + Penalty 3848.378266 = -16713856.987880
  nChanged 3
		SP:Iteration 101Q (65249.410000 sec): 3 clusters
  Score: Raw -16717705.461812 + Penalty 3848.378266 = -16713857.083545
  nChanged 3
		SP:Iteration 102Q (65250.120000 sec): 3 clusters
  Score: Raw -16717705.534865 + Penalty 3848.378266 = -16713857.156599
  nChanged 1
		SP:Iteration 103Q (65250.850000 sec): 3 clusters
  Score: Raw -16717705.549503 + Penalty 3848.378266 = -16713857.171236
  nChanged 1
		SP:Iteration 104Q (65251.620000 sec): 3 clusters
  Score: Raw -16717705.557767 + Penalty 3848.378266 = -16713857.179500
  nChanged 0
		SP:Iteration 105F (65252.320000 sec): 3 clusters
  Score: Raw -16717705.557767 + Penalty 3848.378266 = -16713857.179500
  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 6.54 GB.

 Trying to split cluster 30 (19001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65252.560000 sec): 2 clusters
  Score: Raw -2166857.454462 + Penalty 1600.990119 = -2165256.464342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65252.840000 sec): 3 clusters
  Score: Raw -2155551.558741 + Penalty 3201.980239 = -2152349.578502
  nChanged 8666
		SP:Iteration 1F (65253.070000 sec): 3 clusters
  Score: Raw -2161226.545112 + Penalty 3201.980239 = -2158024.564874
  nChanged 1639
		SP:Iteration 2F (65253.300000 sec): 3 clusters
  Score: Raw -2162724.198108 + Penalty 3201.980239 = -2159522.217869
  nChanged 1522
		SP:Iteration 3F (65253.570000 sec): 3 clusters
  Score: Raw -2163843.668285 + Penalty 3201.980239 = -2160641.688047
  nChanged 1298
		SP:Iteration 4F (65253.810000 sec): 3 clusters
  Score: Raw -2164675.820907 + Penalty 3201.980239 = -2161473.840668
  nChanged 1144
		SP:Iteration 5F (65254.100000 sec): 3 clusters
  Score: Raw -2165323.647542 + Penalty 3201.980239 = -2162121.667303
  nChanged 931
		SP:Iteration 6Q (65254.360000 sec): 3 clusters
  Score: Raw -2165818.032961 + Penalty 3201.980239 = -2162616.052722
  nChanged 780
		SP:Iteration 7Q (65254.600000 sec): 3 clusters
  Score: Raw -2166159.159240 + Penalty 3201.980239 = -2162957.179001
  nChanged 626
		SP:Iteration 8Q (65254.880000 sec): 3 clusters
  Score: Raw -2166413.345412 + Penalty 3201.980239 = -2163211.365174
  nChanged 525
		SP:Iteration 9Q (65255.140000 sec): 3 clusters
  Score: Raw -2166603.091298 + Penalty 3201.980239 = -2163401.111059
  nChanged 430
		SP:Iteration 10Q (65255.390000 sec): 3 clusters
  Score: Raw -2166769.169112 + Penalty 3201.980239 = -2163567.188874
  nChanged 440
		SP:Iteration 11Q (65255.640000 sec): 3 clusters
  Score: Raw -2166953.313269 + Penalty 3201.980239 = -2163751.333031
  nChanged 487
		SP:Iteration 12Q (65255.900000 sec): 3 clusters
  Score: Raw -2167225.213229 + Penalty 3201.980239 = -2164023.232991
  nChanged 577
		SP:Iteration 13Q (65256.140000 sec): 3 clusters
  Score: Raw -2167632.534373 + Penalty 3201.980239 = -2164430.554134
  nChanged 715
		SP:Iteration 14Q (65256.420000 sec): 3 clusters
  Score: Raw -2168267.743697 + Penalty 3201.980239 = -2165065.763458
  nChanged 814
		SP:Iteration 15Q (65256.660000 sec): 3 clusters
  Score: Raw -2169103.562481 + Penalty 3201.980239 = -2165901.582242
  nChanged 821
		SP:Iteration 16Q (65256.910000 sec): 3 clusters
  Score: Raw -2170019.006413 + Penalty 3201.980239 = -2166817.026174
  nChanged 742
		SP:Iteration 17Q (65257.130000 sec): 3 clusters
  Score: Raw -2170695.753069 + Penalty 3201.980239 = -2167493.772830
  nChanged 545
		SP:Iteration 18Q (65257.410000 sec): 3 clusters
  Score: Raw -2171082.325513 + Penalty 3201.980239 = -2167880.345274
  nChanged 380
		SP:Iteration 19Q (65257.630000 sec): 3 clusters
  Score: Raw -2171328.735457 + Penalty 3201.980239 = -2168126.755219
  nChanged 284
		SP:Iteration 20F (65257.840000 sec): 3 clusters
  Score: Raw -2171496.966871 + Penalty 3201.980239 = -2168294.986632
  nChanged 220
		SP:Iteration 21Q (65258.120000 sec): 3 clusters
  Score: Raw -2171608.556400 + Penalty 3201.980239 = -2168406.576161
  nChanged 156
		SP:Iteration 22Q (65258.380000 sec): 3 clusters
  Score: Raw -2171665.215737 + Penalty 3201.980239 = -2168463.235498
  nChanged 113
		SP:Iteration 23Q (65258.590000 sec): 3 clusters
  Score: Raw -2171698.726556 + Penalty 3201.980239 = -2168496.746318
  nChanged 81
		SP:Iteration 24Q (65258.870000 sec): 3 clusters
  Score: Raw -2171715.102485 + Penalty 3201.980239 = -2168513.122246
  nChanged 54
		SP:Iteration 25Q (65259.090000 sec): 3 clusters
  Score: Raw -2171725.049467 + Penalty 3201.980239 = -2168523.069229
  nChanged 35
		SP:Iteration 26Q (65259.340000 sec): 3 clusters
  Score: Raw -2171730.024262 + Penalty 3201.980239 = -2168528.044023
  nChanged 29
		SP:Iteration 27Q (65259.570000 sec): 3 clusters
  Score: Raw -2171734.262979 + Penalty 3201.980239 = -2168532.282741
  nChanged 15
		SP:Iteration 28Q (65259.840000 sec): 3 clusters
  Score: Raw -2171735.937773 + Penalty 3201.980239 = -2168533.957535
  nChanged 9
		SP:Iteration 29Q (65260.100000 sec): 3 clusters
  Score: Raw -2171736.564394 + Penalty 3201.980239 = -2168534.584155
  nChanged 2
		SP:Iteration 30Q (65260.340000 sec): 3 clusters
  Score: Raw -2171736.674360 + Penalty 3201.980239 = -2168534.694121
  nChanged 1
		SP:Iteration 31Q (65260.580000 sec): 3 clusters
  Score: Raw -2171736.699033 + Penalty 3201.980239 = -2168534.718795
  nChanged 1
		SP:Iteration 32Q (65260.840000 sec): 3 clusters
  Score: Raw -2171736.740868 + Penalty 3201.980239 = -2168534.760629
  nChanged 1
		SP:Iteration 33Q (65261.080000 sec): 3 clusters
  Score: Raw -2171736.823453 + Penalty 3201.980239 = -2168534.843215
  nChanged 0
		SP:Iteration 34F (65261.360000 sec): 3 clusters
  Score: Raw -2171736.823453 + Penalty 3201.980239 = -2168534.843215
  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 6.54 GB.

 Trying to split cluster 31 (5774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65261.510000 sec): 2 clusters
  Score: Raw -656375.649958 + Penalty 1407.432059 = -654968.217899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65261.700000 sec): 3 clusters
  Score: Raw -653356.958270 + Penalty 2814.864117 = -650542.094153
  nChanged 2432
		SP:Iteration 1F (65261.910000 sec): 3 clusters
  Score: Raw -654930.926249 + Penalty 2814.864117 = -652116.062131
  nChanged 493
		SP:Iteration 2F (65262.100000 sec): 3 clusters
  Score: Raw -655336.715358 + Penalty 2814.864117 = -652521.851241
  nChanged 403
		SP:Iteration 3F (65262.290000 sec): 3 clusters
  Score: Raw -655617.233360 + Penalty 2814.864117 = -652802.369243
  nChanged 321
		SP:Iteration 4F (65262.470000 sec): 3 clusters
  Score: Raw -655818.976175 + Penalty 2814.864117 = -653004.112058
  nChanged 274
		SP:Iteration 5Q (65262.660000 sec): 3 clusters
  Score: Raw -656007.251767 + Penalty 2814.864117 = -653192.387650
  nChanged 252
		SP:Iteration 6Q (65262.850000 sec): 3 clusters
  Score: Raw -656201.837188 + Penalty 2814.864117 = -653386.973071
  nChanged 220
		SP:Iteration 7Q (65263.030000 sec): 3 clusters
  Score: Raw -656390.145586 + Penalty 2814.864117 = -653575.281469
  nChanged 216
		SP:Iteration 8Q (65263.210000 sec): 3 clusters
  Score: Raw -656613.093972 + Penalty 2814.864117 = -653798.229855
  nChanged 190
		SP:Iteration 9Q (65263.370000 sec): 3 clusters
  Score: Raw -656857.112689 + Penalty 2814.864117 = -654042.248572
  nChanged 201
		SP:Iteration 10Q (65263.550000 sec): 3 clusters
  Score: Raw -657141.833288 + Penalty 2814.864117 = -654326.969170
  nChanged 187
		SP:Iteration 11Q (65263.740000 sec): 3 clusters
  Score: Raw -657379.367558 + Penalty 2814.864117 = -654564.503441
  nChanged 165
		SP:Iteration 12Q (65263.920000 sec): 3 clusters
  Score: Raw -657540.203837 + Penalty 2814.864117 = -654725.339720
  nChanged 118
		SP:Iteration 13Q (65264.110000 sec): 3 clusters
  Score: Raw -657633.699778 + Penalty 2814.864117 = -654818.835661
  nChanged 89
		SP:Iteration 14Q (65264.290000 sec): 3 clusters
  Score: Raw -657692.286578 + Penalty 2814.864117 = -654877.422461
  nChanged 73
		SP:Iteration 15Q (65264.490000 sec): 3 clusters
  Score: Raw -657729.893139 + Penalty 2814.864117 = -654915.029022
  nChanged 38
		SP:Iteration 16Q (65264.670000 sec): 3 clusters
  Score: Raw -657742.633392 + Penalty 2814.864117 = -654927.769275
  nChanged 28
		SP:Iteration 17Q (65264.840000 sec): 3 clusters
  Score: Raw -657752.360923 + Penalty 2814.864117 = -654937.496806
  nChanged 18
		SP:Iteration 18Q (65265.060000 sec): 3 clusters
  Score: Raw -657758.410168 + Penalty 2814.864117 = -654943.546051
  nChanged 14
		SP:Iteration 19Q (65265.250000 sec): 3 clusters
  Score: Raw -657763.100243 + Penalty 2814.864117 = -654948.236126
  nChanged 10
		SP:Iteration 20F (65265.450000 sec): 3 clusters
  Score: Raw -657765.615523 + Penalty 2814.864117 = -654950.751406
  nChanged 8
		SP:Iteration 21Q (65265.640000 sec): 3 clusters
  Score: Raw -657767.612221 + Penalty 2814.864117 = -654952.748104
  nChanged 10
		SP:Iteration 22Q (65265.810000 sec): 3 clusters
  Score: Raw -657770.189918 + Penalty 2814.864117 = -654955.325801
  nChanged 8
		SP:Iteration 23Q (65266.010000 sec): 3 clusters
  Score: Raw -657772.331684 + Penalty 2814.864117 = -654957.467567
  nChanged 5
		SP:Iteration 24Q (65266.230000 sec): 3 clusters
  Score: Raw -657773.515974 + Penalty 2814.864117 = -654958.651857
  nChanged 3
		SP:Iteration 25Q (65266.410000 sec): 3 clusters
  Score: Raw -657774.488167 + Penalty 2814.864117 = -654959.624050
  nChanged 0
		SP:Iteration 26F (65266.600000 sec): 3 clusters
  Score: Raw -657774.488167 + Penalty 2814.864117 = -654959.624050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (16268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65266.750000 sec): 2 clusters
  Score: Raw -1888849.180156 + Penalty 1575.755231 = -1887273.424925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65267.010000 sec): 3 clusters
  Score: Raw -1879262.447142 + Penalty 3151.510462 = -1876110.936680
  nChanged 7276
		SP:Iteration 1F (65267.250000 sec): 3 clusters
  Score: Raw -1884040.486242 + Penalty 3151.510462 = -1880888.975780
  nChanged 1469
		SP:Iteration 2F (65267.510000 sec): 3 clusters
  Score: Raw -1885493.443749 + Penalty 3151.510462 = -1882341.933287
  nChanged 1534
		SP:Iteration 3F (65267.760000 sec): 3 clusters
  Score: Raw -1887080.073097 + Penalty 3151.510462 = -1883928.562636
  nChanged 1346
		SP:Iteration 4F (65267.970000 sec): 3 clusters
  Score: Raw -1888342.038102 + Penalty 3151.510462 = -1885190.527640
  nChanged 1114
		SP:Iteration 5F (65268.230000 sec): 3 clusters
  Score: Raw -1889282.380003 + Penalty 3151.510462 = -1886130.869541
  nChanged 798
		SP:Iteration 6Q (65268.510000 sec): 3 clusters
  Score: Raw -1889875.009216 + Penalty 3151.510462 = -1886723.498754
  nChanged 566
		SP:Iteration 7Q (65268.750000 sec): 3 clusters
  Score: Raw -1890256.805701 + Penalty 3151.510462 = -1887105.295239
  nChanged 434
		SP:Iteration 8Q (65268.960000 sec): 3 clusters
  Score: Raw -1890501.795815 + Penalty 3151.510462 = -1887350.285353
  nChanged 360
		SP:Iteration 9Q (65269.210000 sec): 3 clusters
  Score: Raw -1890670.087577 + Penalty 3151.510462 = -1887518.577115
  nChanged 311
		SP:Iteration 10Q (65269.480000 sec): 3 clusters
  Score: Raw -1890822.442950 + Penalty 3151.510462 = -1887670.932488
  nChanged 300
		SP:Iteration 11Q (65269.700000 sec): 3 clusters
  Score: Raw -1890970.423177 + Penalty 3151.510462 = -1887818.912715
  nChanged 273
		SP:Iteration 12Q (65269.930000 sec): 3 clusters
  Score: Raw -1891117.942645 + Penalty 3151.510462 = -1887966.432183
  nChanged 247
		SP:Iteration 13Q (65270.150000 sec): 3 clusters
  Score: Raw -1891314.351311 + Penalty 3151.510462 = -1888162.840850
  nChanged 245
		SP:Iteration 14Q (65270.390000 sec): 3 clusters
  Score: Raw -1891530.408659 + Penalty 3151.510462 = -1888378.898197
  nChanged 185
		SP:Iteration 15Q (65270.670000 sec): 3 clusters
  Score: Raw -1891634.614971 + Penalty 3151.510462 = -1888483.104509
  nChanged 141
		SP:Iteration 16Q (65270.890000 sec): 3 clusters
  Score: Raw -1891692.047012 + Penalty 3151.510462 = -1888540.536550
  nChanged 122
		SP:Iteration 17Q (65271.110000 sec): 3 clusters
  Score: Raw -1891741.989818 + Penalty 3151.510462 = -1888590.479356
  nChanged 97
		SP:Iteration 18Q (65271.400000 sec): 3 clusters
  Score: Raw -1891785.648550 + Penalty 3151.510462 = -1888634.138088
  nChanged 89
		SP:Iteration 19Q (65271.640000 sec): 3 clusters
  Score: Raw -1891831.685088 + Penalty 3151.510462 = -1888680.174626
  nChanged 96
		SP:Iteration 20F (65271.850000 sec): 3 clusters
  Score: Raw -1891877.712186 + Penalty 3151.510462 = -1888726.201724
  nChanged 95
		SP:Iteration 21Q (65272.070000 sec): 3 clusters
  Score: Raw -1891944.763562 + Penalty 3151.510462 = -1888793.253100
  nChanged 96
		SP:Iteration 22Q (65272.350000 sec): 3 clusters
  Score: Raw -1892024.136287 + Penalty 3151.510462 = -1888872.625826
  nChanged 97
		SP:Iteration 23Q (65272.610000 sec): 3 clusters
  Score: Raw -1892103.485400 + Penalty 3151.510462 = -1888951.974938
  nChanged 93
		SP:Iteration 24Q (65272.830000 sec): 3 clusters
  Score: Raw -1892145.538086 + Penalty 3151.510462 = -1888994.027624
  nChanged 62
		SP:Iteration 25Q (65273.070000 sec): 3 clusters
  Score: Raw -1892162.877083 + Penalty 3151.510462 = -1889011.366621
  nChanged 34
		SP:Iteration 26Q (65273.280000 sec): 3 clusters
  Score: Raw -1892171.099643 + Penalty 3151.510462 = -1889019.589181
  nChanged 26
		SP:Iteration 27Q (65273.570000 sec): 3 clusters
  Score: Raw -1892176.287065 + Penalty 3151.510462 = -1889024.776603
  nChanged 28
		SP:Iteration 28Q (65273.810000 sec): 3 clusters
  Score: Raw -1892181.089901 + Penalty 3151.510462 = -1889029.579439
  nChanged 26
		SP:Iteration 29Q (65274.060000 sec): 3 clusters
  Score: Raw -1892186.809866 + Penalty 3151.510462 = -1889035.299405
  nChanged 26
		SP:Iteration 30Q (65274.270000 sec): 3 clusters
  Score: Raw -1892192.301938 + Penalty 3151.510462 = -1889040.791476
  nChanged 33
		SP:Iteration 31Q (65274.530000 sec): 3 clusters
  Score: Raw -1892198.914589 + Penalty 3151.510462 = -1889047.404128
  nChanged 24
		SP:Iteration 32Q (65274.730000 sec): 3 clusters
  Score: Raw -1892203.273037 + Penalty 3151.510462 = -1889051.762575
  nChanged 21
		SP:Iteration 33Q (65274.990000 sec): 3 clusters
  Score: Raw -1892206.325850 + Penalty 3151.510462 = -1889054.815388
  nChanged 15
		SP:Iteration 34Q (65275.200000 sec): 3 clusters
  Score: Raw -1892208.125221 + Penalty 3151.510462 = -1889056.614759
  nChanged 15
		SP:Iteration 35Q (65275.460000 sec): 3 clusters
  Score: Raw -1892210.670197 + Penalty 3151.510462 = -1889059.159735
  nChanged 15
		SP:Iteration 36Q (65275.660000 sec): 3 clusters
  Score: Raw -1892212.442721 + Penalty 3151.510462 = -1889060.932260
  nChanged 10
		SP:Iteration 37Q (65275.940000 sec): 3 clusters
  Score: Raw -1892213.465399 + Penalty 3151.510462 = -1889061.954937
  nChanged 10
		SP:Iteration 38Q (65276.180000 sec): 3 clusters
  Score: Raw -1892214.566599 + Penalty 3151.510462 = -1889063.056137
  nChanged 11
		SP:Iteration 39Q (65276.410000 sec): 3 clusters
  Score: Raw -1892215.722737 + Penalty 3151.510462 = -1889064.212275
  nChanged 11
		SP:Iteration 40F (65276.630000 sec): 3 clusters
  Score: Raw -1892217.022428 + Penalty 3151.510462 = -1889065.511966
  nChanged 11
		SP:Iteration 41Q (65276.850000 sec): 3 clusters
  Score: Raw -1892218.167109 + Penalty 3151.510462 = -1889066.656647
  nChanged 9
		SP:Iteration 42Q (65277.040000 sec): 3 clusters
  Score: Raw -1892219.138087 + Penalty 3151.510462 = -1889067.627625
  nChanged 5
		SP:Iteration 43Q (65277.300000 sec): 3 clusters
  Score: Raw -1892219.649681 + Penalty 3151.510462 = -1889068.139219
  nChanged 4
		SP:Iteration 44Q (65277.530000 sec): 3 clusters
  Score: Raw -1892220.049174 + Penalty 3151.510462 = -1889068.538712
  nChanged 4
		SP:Iteration 45Q (65277.740000 sec): 3 clusters
  Score: Raw -1892220.352561 + Penalty 3151.510462 = -1889068.842100
  nChanged 2
		SP:Iteration 46Q (65277.990000 sec): 3 clusters
  Score: Raw -1892220.488209 + Penalty 3151.510462 = -1889068.977747
  nChanged 2
		SP:Iteration 47Q (65278.190000 sec): 3 clusters
  Score: Raw -1892220.595430 + Penalty 3151.510462 = -1889069.084968
  nChanged 0
		SP:Iteration 48F (65278.440000 sec): 3 clusters
  Score: Raw -1892220.595430 + Penalty 3151.510462 = -1889069.084968
  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 6.54 GB.

 Trying to split cluster 33 (1747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65278.560000 sec): 2 clusters
  Score: Raw -193701.412004 + Penalty 1213.168988 = -192488.243016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65278.760000 sec): 3 clusters
  Score: Raw -193060.432920 + Penalty 2426.337976 = -190634.094944
  nChanged 609
		SP:Iteration 1F (65278.930000 sec): 3 clusters
  Score: Raw -193794.113211 + Penalty 2426.337976 = -191367.775235
  nChanged 196
		SP:Iteration 2F (65279.090000 sec): 3 clusters
  Score: Raw -194184.156915 + Penalty 2426.337976 = -191757.818939
  nChanged 134
		SP:Iteration 3F (65279.270000 sec): 3 clusters
  Score: Raw -194432.878667 + Penalty 2426.337976 = -192006.540691
  nChanged 112
		SP:Iteration 4F (65279.430000 sec): 3 clusters
  Score: Raw -194681.866319 + Penalty 2426.337976 = -192255.528343
  nChanged 125
		SP:Iteration 5F (65279.610000 sec): 3 clusters
  Score: Raw -195118.027104 + Penalty 2426.337976 = -192691.689128
  nChanged 149
		SP:Iteration 6F (65279.760000 sec): 3 clusters
  Score: Raw -195777.648413 + Penalty 2426.337976 = -193351.310437
  nChanged 121
		SP:Iteration 7F (65279.940000 sec): 3 clusters
  Score: Raw -196486.191308 + Penalty 2426.337976 = -194059.853332
  nChanged 44
		SP:Iteration 8Q (65280.100000 sec): 3 clusters
  Score: Raw -196685.916345 + Penalty 2426.337976 = -194259.578369
  nChanged 12
		SP:Iteration 9Q (65280.260000 sec): 3 clusters
  Score: Raw -196707.243148 + Penalty 2426.337976 = -194280.905172
  nChanged 6
		SP:Iteration 10Q (65280.450000 sec): 3 clusters
  Score: Raw -196711.759301 + Penalty 2426.337976 = -194285.421325
  nChanged 6
		SP:Iteration 11Q (65280.610000 sec): 3 clusters
  Score: Raw -196717.768243 + Penalty 2426.337976 = -194291.430268
  nChanged 6
		SP:Iteration 12Q (65280.770000 sec): 3 clusters
  Score: Raw -196721.897889 + Penalty 2426.337976 = -194295.559913
  nChanged 6
		SP:Iteration 13Q (65280.970000 sec): 3 clusters
  Score: Raw -196726.935321 + Penalty 2426.337976 = -194300.597345
  nChanged 6
		SP:Iteration 14Q (65281.140000 sec): 3 clusters
  Score: Raw -196732.355103 + Penalty 2426.337976 = -194306.017127
  nChanged 3
		SP:Iteration 15Q (65281.340000 sec): 3 clusters
  Score: Raw -196734.711388 + Penalty 2426.337976 = -194308.373412
  nChanged 4
		SP:Iteration 16Q (65281.520000 sec): 3 clusters
  Score: Raw -196736.854911 + Penalty 2426.337976 = -194310.516935
  nChanged 6
		SP:Iteration 17Q (65281.660000 sec): 3 clusters
  Score: Raw -196742.233582 + Penalty 2426.337976 = -194315.895606
  nChanged 5
		SP:Iteration 18Q (65281.860000 sec): 3 clusters
  Score: Raw -196746.816554 + Penalty 2426.337976 = -194320.478578
  nChanged 1
		SP:Iteration 19Q (65282.050000 sec): 3 clusters
  Score: Raw -196747.120912 + Penalty 2426.337976 = -194320.782936
  nChanged 2
		SP:Iteration 20F (65282.250000 sec): 3 clusters
  Score: Raw -196749.695057 + Penalty 2426.337976 = -194323.357081
  nChanged 3
		SP:Iteration 21Q (65282.410000 sec): 3 clusters
  Score: Raw -196751.374694 + Penalty 2426.337976 = -194325.036718
  nChanged 1
		SP:Iteration 22Q (65282.570000 sec): 3 clusters
  Score: Raw -196751.598184 + Penalty 2426.337976 = -194325.260208
  nChanged 2
		SP:Iteration 23Q (65282.730000 sec): 3 clusters
  Score: Raw -196753.054201 + Penalty 2426.337976 = -194326.716225
  nChanged 1
		SP:Iteration 24Q (65282.870000 sec): 3 clusters
  Score: Raw -196755.279491 + Penalty 2426.337976 = -194328.941515
  nChanged 2
		SP:Iteration 25Q (65283.020000 sec): 3 clusters
  Score: Raw -196757.731406 + Penalty 2426.337976 = -194331.393431
  nChanged 4
		SP:Iteration 26Q (65283.190000 sec): 3 clusters
  Score: Raw -196760.267223 + Penalty 2426.337976 = -194333.929248
  nChanged 3
		SP:Iteration 27Q (65283.400000 sec): 3 clusters
  Score: Raw -196762.712582 + Penalty 2426.337976 = -194336.374606
  nChanged 3
		SP:Iteration 28Q (65283.560000 sec): 3 clusters
  Score: Raw -196764.354388 + Penalty 2426.337976 = -194338.016412
  nChanged 3
		SP:Iteration 29Q (65283.710000 sec): 3 clusters
  Score: Raw -196766.653250 + Penalty 2426.337976 = -194340.315274
  nChanged 5
		SP:Iteration 30Q (65283.920000 sec): 3 clusters
  Score: Raw -196771.589662 + Penalty 2426.337976 = -194345.251687
  nChanged 4
		SP:Iteration 31Q (65284.070000 sec): 3 clusters
  Score: Raw -196774.203928 + Penalty 2426.337976 = -194347.865952
  nChanged 2
		SP:Iteration 32Q (65284.220000 sec): 3 clusters
  Score: Raw -196775.847798 + Penalty 2426.337976 = -194349.509822
  nChanged 0
		SP:Iteration 33F (65284.430000 sec): 3 clusters
  Score: Raw -196775.847798 + Penalty 2426.337976 = -194349.509822
  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 6.54 GB.

 Trying to split cluster 34 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65284.530000 sec): 2 clusters
  Score: Raw -59410.039118 + Penalty 1038.686531 = -58371.352588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65284.690000 sec): 3 clusters
  Score: Raw -59444.498041 + Penalty 2077.373062 = -57367.124979
  nChanged 172
		SP:Iteration 1F (65284.840000 sec): 3 clusters
  Score: Raw -59915.974502 + Penalty 2077.373062 = -57838.601441
  nChanged 82
		SP:Iteration 2F (65285.020000 sec): 3 clusters
  Score: Raw -60244.891612 + Penalty 2077.373062 = -58167.518550
  nChanged 49
		SP:Iteration 3F (65285.250000 sec): 3 clusters
  Score: Raw -60614.980747 + Penalty 2077.373062 = -58537.607686
  nChanged 22
		SP:Iteration 4Q (65285.430000 sec): 3 clusters
  Score: Raw -60714.969312 + Penalty 2077.373062 = -58637.596250
  nChanged 11
		SP:Iteration 5Q (65285.610000 sec): 3 clusters
  Score: Raw -60755.155816 + Penalty 2077.373062 = -58677.782754
  nChanged 5
		SP:Iteration 6Q (65285.770000 sec): 3 clusters
  Score: Raw -60773.984569 + Penalty 2077.373062 = -58696.611507
  nChanged 6
		SP:Iteration 7Q (65285.920000 sec): 3 clusters
  Score: Raw -60814.943183 + Penalty 2077.373062 = -58737.570121
  nChanged 8
		SP:Iteration 8Q (65286.110000 sec): 3 clusters
  Score: Raw -60838.098463 + Penalty 2077.373062 = -58760.725401
  nChanged 10
		SP:Iteration 9Q (65286.250000 sec): 3 clusters
  Score: Raw -60867.924123 + Penalty 2077.373062 = -58790.551061
  nChanged 9
		SP:Iteration 10Q (65286.430000 sec): 3 clusters
  Score: Raw -60891.904977 + Penalty 2077.373062 = -58814.531915
  nChanged 5
		SP:Iteration 11Q (65286.630000 sec): 3 clusters
  Score: Raw -60915.481648 + Penalty 2077.373062 = -58838.108586
  nChanged 5
		SP:Iteration 12Q (65286.780000 sec): 3 clusters
  Score: Raw -60932.172545 + Penalty 2077.373062 = -58854.799483
  nChanged 15
		SP:Iteration 13Q (65286.970000 sec): 3 clusters
  Score: Raw -60998.850509 + Penalty 2077.373062 = -58921.477447
  nChanged 20
		SP:Iteration 14Q (65287.130000 sec): 3 clusters
  Score: Raw -61115.856238 + Penalty 2077.373062 = -59038.483176
  nChanged 10
		SP:Iteration 15Q (65287.280000 sec): 3 clusters
  Score: Raw -61177.107514 + Penalty 2077.373062 = -59099.734452
  nChanged 4
		SP:Iteration 16Q (65287.410000 sec): 3 clusters
  Score: Raw -61209.298637 + Penalty 2077.373062 = -59131.925575
  nChanged 1
		SP:Iteration 17Q (65287.590000 sec): 3 clusters
  Score: Raw -61209.882453 + Penalty 2077.373062 = -59132.509391
  nChanged 0
		SP:Iteration 18F (65287.750000 sec): 3 clusters
  Score: Raw -61211.247638 + Penalty 2077.373062 = -59133.874576
  nChanged 1
		SP:Iteration 19Q (65287.940000 sec): 3 clusters
  Score: Raw -61222.701140 + Penalty 2077.373062 = -59145.328078
  nChanged 2
		SP:Iteration 20F (65288.100000 sec): 3 clusters
  Score: Raw -61225.164750 + Penalty 2077.373062 = -59147.791688
  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 6.54 GB.

 Trying to split cluster 35 (35176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65288.370000 sec): 2 clusters
  Score: Raw -4136206.725081 + Penalty 1701.069388 = -4134505.655693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65288.710000 sec): 3 clusters
  Score: Raw -4114229.810459 + Penalty 3402.138776 = -4110827.671683
  nChanged 16340
		SP:Iteration 1F (65289.060000 sec): 3 clusters
  Score: Raw -4123893.371126 + Penalty 3402.138776 = -4120491.232350
  nChanged 2094
		SP:Iteration 2F (65289.390000 sec): 3 clusters
  Score: Raw -4125475.853142 + Penalty 3402.138776 = -4122073.714366
  nChanged 2605
		SP:Iteration 3F (65289.750000 sec): 3 clusters
  Score: Raw -4128567.908704 + Penalty 3402.138776 = -4125165.769928
  nChanged 3548
		SP:Iteration 4F (65290.030000 sec): 3 clusters
  Score: Raw -4133299.274244 + Penalty 3402.138776 = -4129897.135468
  nChanged 3657
		SP:Iteration 5F (65290.350000 sec): 3 clusters
  Score: Raw -4137386.242291 + Penalty 3402.138776 = -4133984.103515
  nChanged 2873
		SP:Iteration 6F (65290.620000 sec): 3 clusters
  Score: Raw -4140249.810525 + Penalty 3402.138776 = -4136847.671749
  nChanged 1982
		SP:Iteration 7F (65290.930000 sec): 3 clusters
  Score: Raw -4141958.359423 + Penalty 3402.138776 = -4138556.220647
  nChanged 1344
		SP:Iteration 8Q (65291.230000 sec): 3 clusters
  Score: Raw -4142817.191781 + Penalty 3402.138776 = -4139415.053005
  nChanged 907
		SP:Iteration 9Q (65291.610000 sec): 3 clusters
  Score: Raw -4143245.409879 + Penalty 3402.138776 = -4139843.271103
  nChanged 594
		SP:Iteration 10Q (65291.890000 sec): 3 clusters
  Score: Raw -4143460.576612 + Penalty 3402.138776 = -4140058.437835
  nChanged 413
		SP:Iteration 11Q (65292.220000 sec): 3 clusters
  Score: Raw -4143589.176844 + Penalty 3402.138776 = -4140187.038068
  nChanged 332
		SP:Iteration 12Q (65292.560000 sec): 3 clusters
  Score: Raw -4143669.079140 + Penalty 3402.138776 = -4140266.940363
  nChanged 244
		SP:Iteration 13Q (65292.830000 sec): 3 clusters
  Score: Raw -4143717.143677 + Penalty 3402.138776 = -4140315.004901
  nChanged 180
		SP:Iteration 14Q (65293.130000 sec): 3 clusters
  Score: Raw -4143746.936658 + Penalty 3402.138776 = -4140344.797882
  nChanged 146
		SP:Iteration 15Q (65293.480000 sec): 3 clusters
  Score: Raw -4143765.907784 + Penalty 3402.138776 = -4140363.769008
  nChanged 114
		SP:Iteration 16Q (65293.790000 sec): 3 clusters
  Score: Raw -4143778.830145 + Penalty 3402.138776 = -4140376.691369
  nChanged 102
		SP:Iteration 17Q (65294.120000 sec): 3 clusters
  Score: Raw -4143791.715567 + Penalty 3402.138776 = -4140389.576791
  nChanged 90
		SP:Iteration 18Q (65294.430000 sec): 3 clusters
  Score: Raw -4143800.786096 + Penalty 3402.138776 = -4140398.647320
  nChanged 83
		SP:Iteration 19Q (65294.730000 sec): 3 clusters
  Score: Raw -4143807.399580 + Penalty 3402.138776 = -4140405.260804
  nChanged 73
		SP:Iteration 20F (65295.050000 sec): 3 clusters
  Score: Raw -4143812.660076 + Penalty 3402.138776 = -4140410.521300
  nChanged 54
		SP:Iteration 21Q (65295.370000 sec): 3 clusters
  Score: Raw -4143815.750974 + Penalty 3402.138776 = -4140413.612198
  nChanged 46
		SP:Iteration 22Q (65295.690000 sec): 3 clusters
  Score: Raw -4143818.440381 + Penalty 3402.138776 = -4140416.301605
  nChanged 39
		SP:Iteration 23Q (65296.020000 sec): 3 clusters
  Score: Raw -4143820.255359 + Penalty 3402.138776 = -4140418.116583
  nChanged 22
		SP:Iteration 24Q (65296.370000 sec): 3 clusters
  Score: Raw -4143821.082997 + Penalty 3402.138776 = -4140418.944221
  nChanged 9
		SP:Iteration 25Q (65296.710000 sec): 3 clusters
  Score: Raw -4143821.358045 + Penalty 3402.138776 = -4140419.219269
  nChanged 6
		SP:Iteration 26Q (65297.030000 sec): 3 clusters
  Score: Raw -4143821.535675 + Penalty 3402.138776 = -4140419.396899
  nChanged 4
		SP:Iteration 27Q (65297.370000 sec): 3 clusters
  Score: Raw -4143821.634607 + Penalty 3402.138776 = -4140419.495831
  nChanged 2
		SP:Iteration 28Q (65297.750000 sec): 3 clusters
  Score: Raw -4143821.712469 + Penalty 3402.138776 = -4140419.573693
  nChanged 2
		SP:Iteration 29Q (65298.100000 sec): 3 clusters
  Score: Raw -4143821.759867 + Penalty 3402.138776 = -4140419.621091
  nChanged 2
		SP:Iteration 30Q (65298.450000 sec): 3 clusters
  Score: Raw -4143821.792416 + Penalty 3402.138776 = -4140419.653640
  nChanged 2
		SP:Iteration 31Q (65298.780000 sec): 3 clusters
  Score: Raw -4143821.859241 + Penalty 3402.138776 = -4140419.720465
  nChanged 3
		SP:Iteration 32Q (65299.110000 sec): 3 clusters
  Score: Raw -4143822.000572 + Penalty 3402.138776 = -4140419.861796
  nChanged 5
		SP:Iteration 33Q (65299.440000 sec): 3 clusters
  Score: Raw -4143822.121035 + Penalty 3402.138776 = -4140419.982259
  nChanged 3
		SP:Iteration 34Q (65299.780000 sec): 3 clusters
  Score: Raw -4143822.221578 + Penalty 3402.138776 = -4140420.082802
  nChanged 5
		SP:Iteration 35Q (65300.100000 sec): 3 clusters
  Score: Raw -4143822.532427 + Penalty 3402.138776 = -4140420.393651
  nChanged 6
		SP:Iteration 36Q (65300.480000 sec): 3 clusters
  Score: Raw -4143822.817842 + Penalty 3402.138776 = -4140420.679066
  nChanged 5
		SP:Iteration 37Q (65300.790000 sec): 3 clusters
  Score: Raw -4143823.077554 + Penalty 3402.138776 = -4140420.938778
  nChanged 2
		SP:Iteration 38Q (65301.090000 sec): 3 clusters
  Score: Raw -4143823.138111 + Penalty 3402.138776 = -4140420.999335
  nChanged 1
		SP:Iteration 39Q (65301.450000 sec): 3 clusters
  Score: Raw -4143823.191745 + Penalty 3402.138776 = -4140421.052969
  nChanged 1
		SP:Iteration 40F (65301.790000 sec): 3 clusters
  Score: Raw -4143823.223638 + Penalty 3402.138776 = -4140421.084862
  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 6.54 GB.

 Trying to split cluster 36 (10923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65301.950000 sec): 2 clusters
  Score: Raw -1263153.914503 + Penalty 1511.026715 = -1261642.887789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65302.200000 sec): 3 clusters
  Score: Raw -1256917.465845 + Penalty 3022.053429 = -1253895.412415
  nChanged 4871
		SP:Iteration 1F (65302.400000 sec): 3 clusters
  Score: Raw -1259871.621454 + Penalty 3022.053429 = -1256849.568025
  nChanged 993
		SP:Iteration 2F (65302.650000 sec): 3 clusters
  Score: Raw -1260885.287760 + Penalty 3022.053429 = -1257863.234330
  nChanged 1088
		SP:Iteration 3F (65302.890000 sec): 3 clusters
  Score: Raw -1262468.203245 + Penalty 3022.053429 = -1259446.149816
  nChanged 1129
		SP:Iteration 4F (65303.070000 sec): 3 clusters
  Score: Raw -1264169.920685 + Penalty 3022.053429 = -1261147.867255
  nChanged 961
		SP:Iteration 5F (65303.320000 sec): 3 clusters
  Score: Raw -1265210.465991 + Penalty 3022.053429 = -1262188.412561
  nChanged 604
		SP:Iteration 6F (65303.530000 sec): 3 clusters
  Score: Raw -1265645.118473 + Penalty 3022.053429 = -1262623.065043
  nChanged 370
		SP:Iteration 7Q (65303.720000 sec): 3 clusters
  Score: Raw -1265832.907634 + Penalty 3022.053429 = -1262810.854204
  nChanged 235
		SP:Iteration 8Q (65303.960000 sec): 3 clusters
  Score: Raw -1265912.039630 + Penalty 3022.053429 = -1262889.986200
  nChanged 133
		SP:Iteration 9Q (65304.140000 sec): 3 clusters
  Score: Raw -1265947.032171 + Penalty 3022.053429 = -1262924.978742
  nChanged 98
		SP:Iteration 10Q (65304.380000 sec): 3 clusters
  Score: Raw -1265968.589317 + Penalty 3022.053429 = -1262946.535887
  nChanged 75
		SP:Iteration 11Q (65304.600000 sec): 3 clusters
  Score: Raw -1265984.892639 + Penalty 3022.053429 = -1262962.839209
  nChanged 63
		SP:Iteration 12Q (65304.810000 sec): 3 clusters
  Score: Raw -1265997.056484 + Penalty 3022.053429 = -1262975.003055
  nChanged 54
		SP:Iteration 13Q (65305.030000 sec): 3 clusters
  Score: Raw -1266008.423221 + Penalty 3022.053429 = -1262986.369792
  nChanged 46
		SP:Iteration 14Q (65305.220000 sec): 3 clusters
  Score: Raw -1266018.135489 + Penalty 3022.053429 = -1262996.082060
  nChanged 62
		SP:Iteration 15Q (65305.490000 sec): 3 clusters
  Score: Raw -1266034.471452 + Penalty 3022.053429 = -1263012.418022
  nChanged 65
		SP:Iteration 16Q (65305.680000 sec): 3 clusters
  Score: Raw -1266052.246084 + Penalty 3022.053429 = -1263030.192654
  nChanged 64
		SP:Iteration 17Q (65305.890000 sec): 3 clusters
  Score: Raw -1266069.400922 + Penalty 3022.053429 = -1263047.347493
  nChanged 73
		SP:Iteration 18Q (65306.130000 sec): 3 clusters
  Score: Raw -1266089.486925 + Penalty 3022.053429 = -1263067.433496
  nChanged 58
		SP:Iteration 19Q (65306.360000 sec): 3 clusters
  Score: Raw -1266107.876712 + Penalty 3022.053429 = -1263085.823282
  nChanged 53
		SP:Iteration 20F (65306.560000 sec): 3 clusters
  Score: Raw -1266122.825378 + Penalty 3022.053429 = -1263100.771949
  nChanged 44
		SP:Iteration 21Q (65306.800000 sec): 3 clusters
  Score: Raw -1266134.200810 + Penalty 3022.053429 = -1263112.147380
  nChanged 35
		SP:Iteration 22Q (65307.030000 sec): 3 clusters
  Score: Raw -1266141.705079 + Penalty 3022.053429 = -1263119.651650
  nChanged 23
		SP:Iteration 23Q (65307.200000 sec): 3 clusters
  Score: Raw -1266145.149370 + Penalty 3022.053429 = -1263123.095941
  nChanged 11
		SP:Iteration 24Q (65307.450000 sec): 3 clusters
  Score: Raw -1266146.895271 + Penalty 3022.053429 = -1263124.841842
  nChanged 7
		SP:Iteration 25Q (65307.630000 sec): 3 clusters
  Score: Raw -1266148.398793 + Penalty 3022.053429 = -1263126.345364
  nChanged 7
		SP:Iteration 26Q (65307.860000 sec): 3 clusters
  Score: Raw -1266150.998832 + Penalty 3022.053429 = -1263128.945403
  nChanged 12
		SP:Iteration 27Q (65308.120000 sec): 3 clusters
  Score: Raw -1266152.707936 + Penalty 3022.053429 = -1263130.654507
  nChanged 11
		SP:Iteration 28Q (65308.320000 sec): 3 clusters
  Score: Raw -1266154.455672 + Penalty 3022.053429 = -1263132.402243
  nChanged 9
		SP:Iteration 29Q (65308.550000 sec): 3 clusters
  Score: Raw -1266155.764366 + Penalty 3022.053429 = -1263133.710936
  nChanged 8
		SP:Iteration 30Q (65308.810000 sec): 3 clusters
  Score: Raw -1266157.158174 + Penalty 3022.053429 = -1263135.104744
  nChanged 8
		SP:Iteration 31Q (65309.010000 sec): 3 clusters
  Score: Raw -1266158.800147 + Penalty 3022.053429 = -1263136.746718
  nChanged 7
		SP:Iteration 32Q (65309.220000 sec): 3 clusters
  Score: Raw -1266159.882321 + Penalty 3022.053429 = -1263137.828891
  nChanged 5
		SP:Iteration 33Q (65309.450000 sec): 3 clusters
  Score: Raw -1266160.815723 + Penalty 3022.053429 = -1263138.762294
  nChanged 5
		SP:Iteration 34Q (65309.680000 sec): 3 clusters
  Score: Raw -1266161.445268 + Penalty 3022.053429 = -1263139.391838
  nChanged 6
		SP:Iteration 35Q (65309.910000 sec): 3 clusters
  Score: Raw -1266162.250045 + Penalty 3022.053429 = -1263140.196616
  nChanged 6
		SP:Iteration 36Q (65310.120000 sec): 3 clusters
  Score: Raw -1266162.941290 + Penalty 3022.053429 = -1263140.887861
  nChanged 10
		SP:Iteration 37Q (65310.330000 sec): 3 clusters
  Score: Raw -1266164.263315 + Penalty 3022.053429 = -1263142.209886
  nChanged 5
		SP:Iteration 38Q (65310.550000 sec): 3 clusters
  Score: Raw -1266165.159828 + Penalty 3022.053429 = -1263143.106399
  nChanged 5
		SP:Iteration 39Q (65310.760000 sec): 3 clusters
  Score: Raw -1266165.724475 + Penalty 3022.053429 = -1263143.671046
  nChanged 6
		SP:Iteration 40F (65310.990000 sec): 3 clusters
  Score: Raw -1266166.345174 + Penalty 3022.053429 = -1263144.291745
  nChanged 3
		SP:Iteration 41Q (65311.200000 sec): 3 clusters
  Score: Raw -1266166.972918 + Penalty 3022.053429 = -1263144.919488
  nChanged 7
		SP:Iteration 42Q (65311.450000 sec): 3 clusters
  Score: Raw -1266167.991030 + Penalty 3022.053429 = -1263145.937600
  nChanged 7
		SP:Iteration 43Q (65311.690000 sec): 3 clusters
  Score: Raw -1266168.556955 + Penalty 3022.053429 = -1263146.503526
  nChanged 5
		SP:Iteration 44Q (65311.900000 sec): 3 clusters
  Score: Raw -1266169.266069 + Penalty 3022.053429 = -1263147.212639
  nChanged 7
		SP:Iteration 45Q (65312.120000 sec): 3 clusters
  Score: Raw -1266170.248574 + Penalty 3022.053429 = -1263148.195144
  nChanged 8
		SP:Iteration 46Q (65312.300000 sec): 3 clusters
  Score: Raw -1266170.935661 + Penalty 3022.053429 = -1263148.882232
  nChanged 1
		SP:Iteration 47Q (65312.540000 sec): 3 clusters
  Score: Raw -1266171.003842 + Penalty 3022.053429 = -1263148.950412
  nChanged 0
		SP:Iteration 48F (65312.760000 sec): 3 clusters
  Score: Raw -1266171.003842 + Penalty 3022.053429 = -1263148.950412
  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 6.54 GB.

 Trying to split cluster 37 (11203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65312.900000 sec): 2 clusters
  Score: Raw -1215989.922487 + Penalty 1515.139743 = -1214474.782744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65313.140000 sec): 3 clusters
  Score: Raw -1209562.792861 + Penalty 3030.279486 = -1206532.513375
  nChanged 4997
		SP:Iteration 1F (65313.350000 sec): 3 clusters
  Score: Raw -1213065.291285 + Penalty 3030.279486 = -1210035.011799
  nChanged 1124
		SP:Iteration 2F (65313.580000 sec): 3 clusters
  Score: Raw -1214716.433987 + Penalty 3030.279486 = -1211686.154502
  nChanged 1241
		SP:Iteration 3F (65313.820000 sec): 3 clusters
  Score: Raw -1216739.552936 + Penalty 3030.279486 = -1213709.273450
  nChanged 1186
		SP:Iteration 4F (65314.060000 sec): 3 clusters
  Score: Raw -1218615.105668 + Penalty 3030.279486 = -1215584.826182
  nChanged 918
		SP:Iteration 5F (65314.270000 sec): 3 clusters
  Score: Raw -1219748.658323 + Penalty 3030.279486 = -1216718.378837
  nChanged 596
		SP:Iteration 6F (65314.500000 sec): 3 clusters
  Score: Raw -1220382.121266 + Penalty 3030.279486 = -1217351.841780
  nChanged 423
		SP:Iteration 7Q (65314.740000 sec): 3 clusters
  Score: Raw -1220748.881837 + Penalty 3030.279486 = -1217718.602351
  nChanged 326
		SP:Iteration 8Q (65314.960000 sec): 3 clusters
  Score: Raw -1221047.041011 + Penalty 3030.279486 = -1218016.761525
  nChanged 298
		SP:Iteration 9Q (65315.190000 sec): 3 clusters
  Score: Raw -1221366.833275 + Penalty 3030.279486 = -1218336.553790
  nChanged 308
		SP:Iteration 10Q (65315.410000 sec): 3 clusters
  Score: Raw -1221743.522994 + Penalty 3030.279486 = -1218713.243508
  nChanged 347
		SP:Iteration 11Q (65315.630000 sec): 3 clusters
  Score: Raw -1222288.070081 + Penalty 3030.279486 = -1219257.790595
  nChanged 340
		SP:Iteration 12Q (65315.850000 sec): 3 clusters
  Score: Raw -1222882.656812 + Penalty 3030.279486 = -1219852.377326
  nChanged 344
		SP:Iteration 13Q (65316.090000 sec): 3 clusters
  Score: Raw -1223661.226370 + Penalty 3030.279486 = -1220630.946884
  nChanged 310
		SP:Iteration 14Q (65316.290000 sec): 3 clusters
  Score: Raw -1224418.310688 + Penalty 3030.279486 = -1221388.031202
  nChanged 233
		SP:Iteration 15Q (65316.520000 sec): 3 clusters
  Score: Raw -1224751.185950 + Penalty 3030.279486 = -1221720.906465
  nChanged 148
		SP:Iteration 16Q (65316.730000 sec): 3 clusters
  Score: Raw -1224880.111813 + Penalty 3030.279486 = -1221849.832327
  nChanged 93
		SP:Iteration 17Q (65316.960000 sec): 3 clusters
  Score: Raw -1224943.450493 + Penalty 3030.279486 = -1221913.171007
  nChanged 48
		SP:Iteration 18Q (65317.180000 sec): 3 clusters
  Score: Raw -1224972.763088 + Penalty 3030.279486 = -1221942.483603
  nChanged 25
		SP:Iteration 19Q (65317.400000 sec): 3 clusters
  Score: Raw -1224996.428761 + Penalty 3030.279486 = -1221966.149275
  nChanged 19
		SP:Iteration 20F (65317.600000 sec): 3 clusters
  Score: Raw -1225055.217239 + Penalty 3030.279486 = -1222024.937753
  nChanged 27
		SP:Iteration 21Q (65317.830000 sec): 3 clusters
  Score: Raw -1225080.095549 + Penalty 3030.279486 = -1222049.816063
  nChanged 20
		SP:Iteration 22Q (65318.050000 sec): 3 clusters
  Score: Raw -1225084.475654 + Penalty 3030.279486 = -1222054.196168
  nChanged 13
		SP:Iteration 23Q (65318.240000 sec): 3 clusters
  Score: Raw -1225086.530759 + Penalty 3030.279486 = -1222056.251273
  nChanged 6
		SP:Iteration 24Q (65318.460000 sec): 3 clusters
  Score: Raw -1225088.459740 + Penalty 3030.279486 = -1222058.180255
  nChanged 4
		SP:Iteration 25Q (65318.680000 sec): 3 clusters
  Score: Raw -1225089.498589 + Penalty 3030.279486 = -1222059.219103
  nChanged 5
		SP:Iteration 26Q (65318.880000 sec): 3 clusters
  Score: Raw -1225089.972434 + Penalty 3030.279486 = -1222059.692948
  nChanged 3
		SP:Iteration 27Q (65319.100000 sec): 3 clusters
  Score: Raw -1225090.353010 + Penalty 3030.279486 = -1222060.073525
  nChanged 1
		SP:Iteration 28Q (65319.330000 sec): 3 clusters
  Score: Raw -1225090.482813 + Penalty 3030.279486 = -1222060.203328
  nChanged 1
		SP:Iteration 29Q (65319.560000 sec): 3 clusters
  Score: Raw -1225091.171100 + Penalty 3030.279486 = -1222060.891615
  nChanged 3
		SP:Iteration 30Q (65319.750000 sec): 3 clusters
  Score: Raw -1225093.098714 + Penalty 3030.279486 = -1222062.819229
  nChanged 2
		SP:Iteration 31Q (65319.980000 sec): 3 clusters
  Score: Raw -1225093.901622 + Penalty 3030.279486 = -1222063.622136
  nChanged 4
		SP:Iteration 32Q (65320.220000 sec): 3 clusters
  Score: Raw -1225095.105157 + Penalty 3030.279486 = -1222064.825671
  nChanged 6
		SP:Iteration 33Q (65320.440000 sec): 3 clusters
  Score: Raw -1225096.279744 + Penalty 3030.279486 = -1222066.000259
  nChanged 1
		SP:Iteration 34Q (65320.660000 sec): 3 clusters
  Score: Raw -1225096.324631 + Penalty 3030.279486 = -1222066.045145
  nChanged 1
		SP:Iteration 35Q (65320.870000 sec): 3 clusters
  Score: Raw -1225096.396248 + Penalty 3030.279486 = -1222066.116763
  nChanged 0
		SP:Iteration 36F (65321.130000 sec): 3 clusters
  Score: Raw -1225096.396248 + Penalty 3030.279486 = -1222066.116763
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Iteration 59Q (65423.310000 sec): 69 clusters
  Score: Raw -105963865.255855 + Penalty 151617.728551 = -105812247.527303
  nChanged 33292
Iteration 60F (65532.930000 sec): 69 clusters
  Score: Raw -105990910.841722 + Penalty 151617.728551 = -105839293.113170
  nChanged 25326
Iteration 61Q (65620.810000 sec): 69 clusters
  Score: Raw -106004538.974640 + Penalty 151617.728551 = -105852921.246088
  nChanged 16940
Iteration 62Q (65695.400000 sec): 69 clusters
  Score: Raw -106012838.674591 + Penalty 151617.728551 = -105861220.946039
  nChanged 13030
Iteration 63Q (65777.030000 sec): 69 clusters
  Score: Raw -106018690.291039 + Penalty 151617.728551 = -105867072.562488
  nChanged 10480
Iteration 64Q (65859.860000 sec): 69 clusters
  Score: Raw -106023162.997464 + Penalty 151617.728551 = -105871545.268913
  nChanged 8483
Iteration 65Q (65944.650000 sec): 69 clusters
  Score: Raw -106026307.072922 + Penalty 151617.728551 = -105874689.344371
  nChanged 6890
Iteration 66Q (66023.000000 sec): 69 clusters
  Score: Raw -106028517.980092 + Penalty 151617.728551 = -105876900.251541
  nChanged 5763
Iteration 67Q (66108.530000 sec): 69 clusters
  Score: Raw -106030134.014609 + Penalty 151617.728551 = -105878516.286058
  nChanged 4846
Iteration 68Q (66193.990000 sec): 69 clusters
  Score: Raw -106031375.705746 + Penalty 151617.728551 = -105879757.977195
  nChanged 4187
Iteration 69Q (66278.680000 sec): 69 clusters
  Score: Raw -106032358.905618 + Penalty 151617.728551 = -105880741.177067
  nChanged 3732
Iteration 70Q (66358.900000 sec): 69 clusters
  Score: Raw -106033196.771308 + Penalty 151617.728551 = -105881579.042756
  nChanged 3332
Iteration 71Q (66437.600000 sec): 69 clusters
  Score: Raw -106033877.404281 + Penalty 151617.728551 = -105882259.675729
  nChanged 2955
Iteration 72Q (66520.360000 sec): 69 clusters
  Score: Raw -106034509.304749 + Penalty 151617.728551 = -105882891.576198
  nChanged 2667
Iteration 73Q (66600.670000 sec): 69 clusters
  Score: Raw -106035151.338035 + Penalty 151617.728551 = -105883533.609484
  nChanged 2514
Iteration 74Q (66682.350000 sec): 69 clusters
  Score: Raw -106035867.923902 + Penalty 151617.728551 = -105884250.195350
  nChanged 2297
Iteration 75Q (66763.360000 sec): 69 clusters
  Score: Raw -106036576.978585 + Penalty 151617.728551 = -105884959.250034
  nChanged 2067
Iteration 76Q (66850.990000 sec): 69 clusters
  Score: Raw -106037330.561929 + Penalty 151617.728551 = -105885712.833377
  nChanged 1835
Iteration 77Q (66935.750000 sec): 69 clusters
  Score: Raw -106038318.216522 + Penalty 151617.728551 = -105886700.487971
  nChanged 1694
Iteration 78Q (67015.490000 sec): 69 clusters
  Score: Raw -106039584.911724 + Penalty 151617.728551 = -105887967.183172
  nChanged 1626
Iteration 79Q (67101.500000 sec): 69 clusters
  Score: Raw -106040485.033702 + Penalty 151617.728551 = -105888867.305150
  nChanged 1515
Iteration 80F (67215.470000 sec): 69 clusters
  Score: Raw -106041455.524475 + Penalty 151617.728551 = -105889837.795924
  nChanged 1837
Iteration 81Q (67297.880000 sec): 69 clusters
  Score: Raw -106042233.038419 + Penalty 151617.728551 = -105890615.309868
  nChanged 1978
Iteration 82Q (67380.880000 sec): 69 clusters
  Score: Raw -106042757.337996 + Penalty 151617.728551 = -105891139.609444
  nChanged 1870
Iteration 83Q (67459.250000 sec): 69 clusters
  Score: Raw -106043183.277489 + Penalty 151617.728551 = -105891565.548938
  nChanged 1779
Iteration 84Q (67537.990000 sec): 69 clusters
  Score: Raw -106043585.481648 + Penalty 151617.728551 = -105891967.753096
  nChanged 1724
Iteration 85Q (67629.330000 sec): 69 clusters
  Score: Raw -106043944.034261 + Penalty 151617.728551 = -105892326.305709
  nChanged 1651
Iteration 86Q (67716.870000 sec): 69 clusters
  Score: Raw -106044285.277873 + Penalty 151617.728551 = -105892667.549321
  nChanged 1604
Iteration 87Q (67800.830000 sec): 69 clusters
  Score: Raw -106044596.375900 + Penalty 151617.728551 = -105892978.647348
  nChanged 1611
Iteration 88Q (67890.210000 sec): 69 clusters
  Score: Raw -106044902.708470 + Penalty 151617.728551 = -105893284.979919
  nChanged 1571
Iteration 89Q (67978.910000 sec): 69 clusters
  Score: Raw -106045199.665118 + Penalty 151617.728551 = -105893581.936567
  nChanged 1524
Iteration 90Q (68068.920000 sec): 69 clusters
  Score: Raw -106045464.977000 + Penalty 151617.728551 = -105893847.248449
  nChanged 1359
Iteration 91Q (68156.980000 sec): 69 clusters
  Score: Raw -106045715.712651 + Penalty 151617.728551 = -105894097.984100
  nChanged 1346
Iteration 92Q (68246.720000 sec): 69 clusters
  Score: Raw -106045965.598040 + Penalty 151617.728551 = -105894347.869488
  nChanged 1348
Iteration 93Q (68331.560000 sec): 69 clusters
  Score: Raw -106046196.100004 + Penalty 151617.728551 = -105894578.371453
  nChanged 1372
Iteration 94Q (68421.740000 sec): 69 clusters
  Score: Raw -106046414.478905 + Penalty 151617.728551 = -105894796.750353
  nChanged 1371
Iteration 95Q (68512.620000 sec): 69 clusters
  Score: Raw -106046628.808047 + Penalty 151617.728551 = -105895011.079495
  nChanged 1353
Iteration 96Q (68604.840000 sec): 69 clusters
  Score: Raw -106046829.157962 + Penalty 151617.728551 = -105895211.429410
  nChanged 1311
Iteration 97Q (68682.920000 sec): 69 clusters
  Score: Raw -106047030.126949 + Penalty 151617.728551 = -105895412.398398
  nChanged 1245
Iteration 98Q (68772.770000 sec): 69 clusters
  Score: Raw -106047209.072817 + Penalty 151617.728551 = -105895591.344266
  nChanged 1252
Writing temp clu file 
Because OldScore, -105895412.398398, is greater than current (better) Score,-105895591.344266 
 Compute initial score before splitting:   Score: Raw -106047209.072817 + Penalty 151617.728551 = -105895591.344266
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68773.230000 sec): 2 clusters
  Score: Raw -36554.677342 + Penalty 995.616242 = -35559.061100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68773.400000 sec): 3 clusters
  Score: Raw -36727.254952 + Penalty 1991.232485 = -34736.022467
  nChanged 145
		SP:Iteration 1F (68773.590000 sec): 3 clusters
  Score: Raw -37162.737755 + Penalty 1991.232485 = -35171.505270
  nChanged 39
		SP:Iteration 2F (68773.770000 sec): 3 clusters
  Score: Raw -37341.531963 + Penalty 1991.232485 = -35350.299478
  nChanged 26
		SP:Iteration 3F (68773.960000 sec): 3 clusters
  Score: Raw -37445.148120 + Penalty 1991.232485 = -35453.915635
  nChanged 17
		SP:Iteration 4Q (68774.150000 sec): 3 clusters
  Score: Raw -37489.121494 + Penalty 1991.232485 = -35497.889009
  nChanged 8
		SP:Iteration 5Q (68774.330000 sec): 3 clusters
  Score: Raw -37531.741875 + Penalty 1991.232485 = -35540.509390
  nChanged 10
		SP:Iteration 6Q (68774.480000 sec): 3 clusters
  Score: Raw -37572.008885 + Penalty 1991.232485 = -35580.776400
  nChanged 8
		SP:Iteration 7Q (68774.670000 sec): 3 clusters
  Score: Raw -37601.676859 + Penalty 1991.232485 = -35610.444375
  nChanged 3
		SP:Iteration 8Q (68774.850000 sec): 3 clusters
  Score: Raw -37627.449410 + Penalty 1991.232485 = -35636.216926
  nChanged 5
		SP:Iteration 9Q (68775.040000 sec): 3 clusters
  Score: Raw -37638.915355 + Penalty 1991.232485 = -35647.682870
  nChanged 1
		SP:Iteration 10Q (68775.210000 sec): 3 clusters
  Score: Raw -37645.842223 + Penalty 1991.232485 = -35654.609738
  nChanged 0
		SP:Iteration 11F (68775.400000 sec): 3 clusters
  Score: Raw -37662.142519 + Penalty 1991.232485 = -35670.910035
  nChanged 4
		SP:Iteration 12Q (68775.590000 sec): 3 clusters
  Score: Raw -37691.009388 + Penalty 1991.232485 = -35699.776903
  nChanged 4
		SP:Iteration 13Q (68775.750000 sec): 3 clusters
  Score: Raw -37708.390387 + Penalty 1991.232485 = -35717.157903
  nChanged 2
		SP:Iteration 14Q (68775.950000 sec): 3 clusters
  Score: Raw -37723.214453 + Penalty 1991.232485 = -35731.981969
  nChanged 2
		SP:Iteration 15Q (68776.100000 sec): 3 clusters
  Score: Raw -37735.889801 + Penalty 1991.232485 = -35744.657316
  nChanged 2
		SP:Iteration 16Q (68776.270000 sec): 3 clusters
  Score: Raw -37751.548679 + Penalty 1991.232485 = -35760.316194
  nChanged 5
		SP:Iteration 17Q (68776.470000 sec): 3 clusters
  Score: Raw -37788.880550 + Penalty 1991.232485 = -35797.648065
  nChanged 3
		SP:Iteration 18Q (68776.650000 sec): 3 clusters
  Score: Raw -37813.742966 + Penalty 1991.232485 = -35822.510481
  nChanged 4
		SP:Iteration 19Q (68776.800000 sec): 3 clusters
  Score: Raw -37826.474680 + Penalty 1991.232485 = -35835.242196
  nChanged 1
		SP:Iteration 20F (68776.980000 sec): 3 clusters
  Score: Raw -37827.502795 + Penalty 1991.232485 = -35836.270310
  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 6.54 GB.

 Trying to split cluster 2 (1244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68777.100000 sec): 2 clusters
  Score: Raw -138057.334867 + Penalty 1157.989182 = -136899.345685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68777.290000 sec): 3 clusters
  Score: Raw -137658.514866 + Penalty 2315.978364 = -135342.536502
  nChanged 405
		SP:Iteration 1F (68777.490000 sec): 3 clusters
  Score: Raw -138193.191544 + Penalty 2315.978364 = -135877.213181
  nChanged 145
		SP:Iteration 2F (68777.640000 sec): 3 clusters
  Score: Raw -138555.684012 + Penalty 2315.978364 = -136239.705648
  nChanged 110
		SP:Iteration 3F (68777.810000 sec): 3 clusters
  Score: Raw -138890.031986 + Penalty 2315.978364 = -136574.053622
  nChanged 106
		SP:Iteration 4F (68777.990000 sec): 3 clusters
  Score: Raw -139240.475280 + Penalty 2315.978364 = -136924.496916
  nChanged 106
		SP:Iteration 5F (68778.180000 sec): 3 clusters
  Score: Raw -139625.474047 + Penalty 2315.978364 = -137309.495683
  nChanged 130
		SP:Iteration 6F (68778.330000 sec): 3 clusters
  Score: Raw -140077.483550 + Penalty 2315.978364 = -137761.505186
  nChanged 79
		SP:Iteration 7F (68778.510000 sec): 3 clusters
  Score: Raw -140386.159690 + Penalty 2315.978364 = -138070.181327
  nChanged 29
		SP:Iteration 8Q (68778.680000 sec): 3 clusters
  Score: Raw -140459.162676 + Penalty 2315.978364 = -138143.184312
  nChanged 8
		SP:Iteration 9Q (68778.880000 sec): 3 clusters
  Score: Raw -140479.973266 + Penalty 2315.978364 = -138163.994903
  nChanged 7
		SP:Iteration 10Q (68779.030000 sec): 3 clusters
  Score: Raw -140496.370116 + Penalty 2315.978364 = -138180.391752
  nChanged 5
		SP:Iteration 11Q (68779.220000 sec): 3 clusters
  Score: Raw -140507.491807 + Penalty 2315.978364 = -138191.513443
  nChanged 8
		SP:Iteration 12Q (68779.320000 sec): 3 clusters
  Score: Raw -140517.702174 + Penalty 2315.978364 = -138201.723810
  nChanged 1
		SP:Iteration 13Q (68779.530000 sec): 3 clusters
  Score: Raw -140518.788873 + Penalty 2315.978364 = -138202.810509
  nChanged 0
		SP:Iteration 14F (68779.680000 sec): 3 clusters
  Score: Raw -140518.788873 + Penalty 2315.978364 = -138202.810509
  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 6.54 GB.

 Trying to split cluster 3 (3432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68779.840000 sec): 2 clusters
  Score: Raw -330335.235013 + Penalty 1322.896000 = -329012.339014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68780.040000 sec): 3 clusters
  Score: Raw -328723.136446 + Penalty 2645.792000 = -326077.344446
  nChanged 1347
		SP:Iteration 1F (68780.210000 sec): 3 clusters
  Score: Raw -330360.337265 + Penalty 2645.792000 = -327714.545266
  nChanged 515
		SP:Iteration 2F (68780.400000 sec): 3 clusters
  Score: Raw -331676.227243 + Penalty 2645.792000 = -329030.435243
  nChanged 431
		SP:Iteration 3F (68780.580000 sec): 3 clusters
  Score: Raw -332730.173176 + Penalty 2645.792000 = -330084.381177
  nChanged 266
		SP:Iteration 4F (68780.760000 sec): 3 clusters
  Score: Raw -333144.240944 + Penalty 2645.792000 = -330498.448944
  nChanged 155
		SP:Iteration 5Q (68780.920000 sec): 3 clusters
  Score: Raw -333374.652577 + Penalty 2645.792000 = -330728.860577
  nChanged 131
		SP:Iteration 6Q (68781.120000 sec): 3 clusters
  Score: Raw -333642.531411 + Penalty 2645.792000 = -330996.739412
  nChanged 90
		SP:Iteration 7Q (68781.250000 sec): 3 clusters
  Score: Raw -333829.689725 + Penalty 2645.792000 = -331183.897726
  nChanged 49
		SP:Iteration 8Q (68781.470000 sec): 3 clusters
  Score: Raw -333861.090820 + Penalty 2645.792000 = -331215.298820
  nChanged 27
		SP:Iteration 9Q (68781.630000 sec): 3 clusters
  Score: Raw -333882.109279 + Penalty 2645.792000 = -331236.317279
  nChanged 20
		SP:Iteration 10Q (68781.790000 sec): 3 clusters
  Score: Raw -333893.633648 + Penalty 2645.792000 = -331247.841648
  nChanged 15
		SP:Iteration 11Q (68782.000000 sec): 3 clusters
  Score: Raw -333900.636163 + Penalty 2645.792000 = -331254.844163
  nChanged 15
		SP:Iteration 12Q (68782.160000 sec): 3 clusters
  Score: Raw -333910.530186 + Penalty 2645.792000 = -331264.738186
  nChanged 15
		SP:Iteration 13Q (68782.320000 sec): 3 clusters
  Score: Raw -333922.920316 + Penalty 2645.792000 = -331277.128316
  nChanged 17
		SP:Iteration 14Q (68782.500000 sec): 3 clusters
  Score: Raw -333934.423455 + Penalty 2645.792000 = -331288.631456
  nChanged 9
		SP:Iteration 15Q (68782.700000 sec): 3 clusters
  Score: Raw -333937.410924 + Penalty 2645.792000 = -331291.618924
  nChanged 10
		SP:Iteration 16Q (68782.860000 sec): 3 clusters
  Score: Raw -333940.884855 + Penalty 2645.792000 = -331295.092856
  nChanged 4
		SP:Iteration 17Q (68783.070000 sec): 3 clusters
  Score: Raw -333943.567328 + Penalty 2645.792000 = -331297.775328
  nChanged 8
		SP:Iteration 18Q (68783.270000 sec): 3 clusters
  Score: Raw -333946.272687 + Penalty 2645.792000 = -331300.480687
  nChanged 4
		SP:Iteration 19Q (68783.430000 sec): 3 clusters
  Score: Raw -333952.567112 + Penalty 2645.792000 = -331306.775112
  nChanged 5
		SP:Iteration 20F (68783.580000 sec): 3 clusters
  Score: Raw -333954.886185 + Penalty 2645.792000 = -331309.094185
  nChanged 4
		SP:Iteration 21Q (68783.740000 sec): 3 clusters
  Score: Raw -333956.699276 + Penalty 2645.792000 = -331310.907276
  nChanged 5
		SP:Iteration 22Q (68783.950000 sec): 3 clusters
  Score: Raw -333958.727325 + Penalty 2645.792000 = -331312.935325
  nChanged 5
		SP:Iteration 23Q (68784.110000 sec): 3 clusters
  Score: Raw -333960.698008 + Penalty 2645.792000 = -331314.906008
  nChanged 3
		SP:Iteration 24Q (68784.310000 sec): 3 clusters
  Score: Raw -333961.587639 + Penalty 2645.792000 = -331315.795640
  nChanged 6
		SP:Iteration 25Q (68784.500000 sec): 3 clusters
  Score: Raw -333964.301282 + Penalty 2645.792000 = -331318.509282
  nChanged 6
		SP:Iteration 26Q (68784.720000 sec): 3 clusters
  Score: Raw -333967.712725 + Penalty 2645.792000 = -331321.920725
  nChanged 9
		SP:Iteration 27Q (68784.910000 sec): 3 clusters
  Score: Raw -333975.613077 + Penalty 2645.792000 = -331329.821078
  nChanged 10
		SP:Iteration 28Q (68785.110000 sec): 3 clusters
  Score: Raw -333980.787192 + Penalty 2645.792000 = -331334.995192
  nChanged 8
		SP:Iteration 29Q (68785.270000 sec): 3 clusters
  Score: Raw -333989.246624 + Penalty 2645.792000 = -331343.454624
  nChanged 6
		SP:Iteration 30Q (68785.460000 sec): 3 clusters
  Score: Raw -333992.910432 + Penalty 2645.792000 = -331347.118432
  nChanged 13
		SP:Iteration 31Q (68785.630000 sec): 3 clusters
  Score: Raw -334013.347680 + Penalty 2645.792000 = -331367.555681
  nChanged 18
		SP:Iteration 32Q (68785.800000 sec): 3 clusters
  Score: Raw -334036.416577 + Penalty 2645.792000 = -331390.624578
  nChanged 20
		SP:Iteration 33Q (68785.980000 sec): 3 clusters
  Score: Raw -334049.830769 + Penalty 2645.792000 = -331404.038769
  nChanged 11
		SP:Iteration 34Q (68786.140000 sec): 3 clusters
  Score: Raw -334053.553135 + Penalty 2645.792000 = -331407.761136
  nChanged 6
		SP:Iteration 35Q (68786.340000 sec): 3 clusters
  Score: Raw -334055.599353 + Penalty 2645.792000 = -331409.807353
  nChanged 5
		SP:Iteration 36Q (68786.490000 sec): 3 clusters
  Score: Raw -334058.052417 + Penalty 2645.792000 = -331412.260417
  nChanged 4
		SP:Iteration 37Q (68786.700000 sec): 3 clusters
  Score: Raw -334059.133304 + Penalty 2645.792000 = -331413.341304
  nChanged 3
		SP:Iteration 38Q (68786.860000 sec): 3 clusters
  Score: Raw -334059.870896 + Penalty 2645.792000 = -331414.078897
  nChanged 2
		SP:Iteration 39Q (68787.050000 sec): 3 clusters
  Score: Raw -334062.504680 + Penalty 2645.792000 = -331416.712681
  nChanged 4
		SP:Iteration 40F (68787.270000 sec): 3 clusters
  Score: Raw -334062.952582 + Penalty 2645.792000 = -331417.160583
  nChanged 2
		SP:Iteration 41Q (68787.450000 sec): 3 clusters
  Score: Raw -334063.346545 + Penalty 2645.792000 = -331417.554545
  nChanged 1
		SP:Iteration 42Q (68787.610000 sec): 3 clusters
  Score: Raw -334064.055136 + Penalty 2645.792000 = -331418.263136
  nChanged 1
		SP:Iteration 43Q (68787.820000 sec): 3 clusters
  Score: Raw -334064.170840 + Penalty 2645.792000 = -331418.378840
  nChanged 2
		SP:Iteration 44Q (68787.990000 sec): 3 clusters
  Score: Raw -334064.575169 + Penalty 2645.792000 = -331418.783169
  nChanged 2
		SP:Iteration 45Q (68788.140000 sec): 3 clusters
  Score: Raw -334064.996653 + Penalty 2645.792000 = -331419.204653
  nChanged 0
		SP:Iteration 46F (68788.370000 sec): 3 clusters
  Score: Raw -334064.996653 + Penalty 2645.792000 = -331419.204653
  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 6.54 GB.

 Trying to split cluster 4 (6023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68788.480000 sec): 2 clusters
  Score: Raw -672782.214002 + Penalty 1414.292872 = -671367.921130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68788.670000 sec): 3 clusters
  Score: Raw -669644.084635 + Penalty 2828.585745 = -666815.498890
  nChanged 2462
		SP:Iteration 1F (68788.890000 sec): 3 clusters
  Score: Raw -671443.238325 + Penalty 2828.585745 = -668614.652580
  nChanged 695
		SP:Iteration 2F (68789.070000 sec): 3 clusters
  Score: Raw -672801.263628 + Penalty 2828.585745 = -669972.677883
  nChanged 769
		SP:Iteration 3F (68789.250000 sec): 3 clusters
  Score: Raw -674266.549103 + Penalty 2828.585745 = -671437.963358
  nChanged 606
		SP:Iteration 4F (68789.490000 sec): 3 clusters
  Score: Raw -675074.648478 + Penalty 2828.585745 = -672246.062734
  nChanged 354
		SP:Iteration 5F (68789.680000 sec): 3 clusters
  Score: Raw -675425.845256 + Penalty 2828.585745 = -672597.259511
  nChanged 208
		SP:Iteration 6Q (68789.880000 sec): 3 clusters
  Score: Raw -675583.705754 + Penalty 2828.585745 = -672755.120009
  nChanged 143
		SP:Iteration 7Q (68790.060000 sec): 3 clusters
  Score: Raw -675764.404330 + Penalty 2828.585745 = -672935.818585
  nChanged 149
		SP:Iteration 8Q (68790.290000 sec): 3 clusters
  Score: Raw -675938.921750 + Penalty 2828.585745 = -673110.336005
  nChanged 142
		SP:Iteration 9Q (68790.460000 sec): 3 clusters
  Score: Raw -676077.068307 + Penalty 2828.585745 = -673248.482563
  nChanged 126
		SP:Iteration 10Q (68790.680000 sec): 3 clusters
  Score: Raw -676212.882679 + Penalty 2828.585745 = -673384.296934
  nChanged 91
		SP:Iteration 11Q (68790.880000 sec): 3 clusters
  Score: Raw -676310.474389 + Penalty 2828.585745 = -673481.888645
  nChanged 62
		SP:Iteration 12Q (68791.080000 sec): 3 clusters
  Score: Raw -676375.863523 + Penalty 2828.585745 = -673547.277779
  nChanged 48
		SP:Iteration 13Q (68791.280000 sec): 3 clusters
  Score: Raw -676408.574748 + Penalty 2828.585745 = -673579.989004
  nChanged 28
		SP:Iteration 14Q (68791.480000 sec): 3 clusters
  Score: Raw -676426.774084 + Penalty 2828.585745 = -673598.188339
  nChanged 20
		SP:Iteration 15Q (68791.680000 sec): 3 clusters
  Score: Raw -676435.472408 + Penalty 2828.585745 = -673606.886663
  nChanged 11
		SP:Iteration 16Q (68791.880000 sec): 3 clusters
  Score: Raw -676439.686917 + Penalty 2828.585745 = -673611.101172
  nChanged 6
		SP:Iteration 17Q (68792.100000 sec): 3 clusters
  Score: Raw -676441.777615 + Penalty 2828.585745 = -673613.191870
  nChanged 4
		SP:Iteration 18Q (68792.300000 sec): 3 clusters
  Score: Raw -676442.853284 + Penalty 2828.585745 = -673614.267539
  nChanged 2
		SP:Iteration 19Q (68792.440000 sec): 3 clusters
  Score: Raw -676443.292832 + Penalty 2828.585745 = -673614.707087
  nChanged 2
		SP:Iteration 20F (68792.640000 sec): 3 clusters
  Score: Raw -676444.176846 + Penalty 2828.585745 = -673615.591101
  nChanged 2
		SP:Iteration 21Q (68792.860000 sec): 3 clusters
  Score: Raw -676445.057113 + Penalty 2828.585745 = -673616.471368
  nChanged 0
		SP:Iteration 22F (68793.070000 sec): 3 clusters
  Score: Raw -676445.057113 + Penalty 2828.585745 = -673616.471368
  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 6.54 GB.

 Trying to split cluster 5 (16532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68793.230000 sec): 2 clusters
  Score: Raw -2064271.119788 + Penalty 1578.371141 = -2062692.748647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68793.500000 sec): 3 clusters
  Score: Raw -2054539.789394 + Penalty 3156.742282 = -2051383.047112
  nChanged 7297
		SP:Iteration 1F (68793.750000 sec): 3 clusters
  Score: Raw -2058477.408286 + Penalty 3156.742282 = -2055320.666004
  nChanged 860
		SP:Iteration 2F (68794.010000 sec): 3 clusters
  Score: Raw -2058777.706717 + Penalty 3156.742282 = -2055620.964435
  nChanged 754
		SP:Iteration 3Q (68794.260000 sec): 3 clusters
  Score: Raw -2059049.661109 + Penalty 3156.742282 = -2055892.918827
  nChanged 718
		SP:Iteration 4Q (68794.540000 sec): 3 clusters
  Score: Raw -2059350.756016 + Penalty 3156.742282 = -2056194.013734
  nChanged 807
		SP:Iteration 5Q (68794.790000 sec): 3 clusters
  Score: Raw -2059729.523311 + Penalty 3156.742282 = -2056572.781029
  nChanged 890
		SP:Iteration 6F (68795.000000 sec): 3 clusters
  Score: Raw -2060247.983549 + Penalty 3156.742282 = -2057091.241267
  nChanged 1010
		SP:Iteration 7F (68795.230000 sec): 3 clusters
  Score: Raw -2060916.971624 + Penalty 3156.742282 = -2057760.229342
  nChanged 1033
		SP:Iteration 8F (68795.490000 sec): 3 clusters
  Score: Raw -2061680.316556 + Penalty 3156.742282 = -2058523.574274
  nChanged 968
		SP:Iteration 9F (68795.740000 sec): 3 clusters
  Score: Raw -2062442.587663 + Penalty 3156.742282 = -2059285.845381
  nChanged 784
		SP:Iteration 10Q (68796.010000 sec): 3 clusters
  Score: Raw -2063066.788007 + Penalty 3156.742282 = -2059910.045725
  nChanged 570
		SP:Iteration 11Q (68796.220000 sec): 3 clusters
  Score: Raw -2063534.966709 + Penalty 3156.742282 = -2060378.224427
  nChanged 386
		SP:Iteration 12Q (68796.480000 sec): 3 clusters
  Score: Raw -2063871.037860 + Penalty 3156.742282 = -2060714.295578
  nChanged 250
		SP:Iteration 13Q (68796.740000 sec): 3 clusters
  Score: Raw -2064106.395098 + Penalty 3156.742282 = -2060949.652816
  nChanged 148
		SP:Iteration 14Q (68796.970000 sec): 3 clusters
  Score: Raw -2064261.964839 + Penalty 3156.742282 = -2061105.222557
  nChanged 86
		SP:Iteration 15Q (68797.230000 sec): 3 clusters
  Score: Raw -2064353.855946 + Penalty 3156.742282 = -2061197.113664
  nChanged 39
		SP:Iteration 16Q (68797.440000 sec): 3 clusters
  Score: Raw -2064403.664780 + Penalty 3156.742282 = -2061246.922498
  nChanged 25
		SP:Iteration 17Q (68797.670000 sec): 3 clusters
  Score: Raw -2064433.273858 + Penalty 3156.742282 = -2061276.531576
  nChanged 12
		SP:Iteration 18Q (68797.940000 sec): 3 clusters
  Score: Raw -2064447.216801 + Penalty 3156.742282 = -2061290.474519
  nChanged 7
		SP:Iteration 19Q (68798.180000 sec): 3 clusters
  Score: Raw -2064452.831332 + Penalty 3156.742282 = -2061296.089050
  nChanged 2
		SP:Iteration 20F (68798.410000 sec): 3 clusters
  Score: Raw -2064455.314940 + Penalty 3156.742282 = -2061298.572657
  nChanged 5
		SP:Iteration 21Q (68798.650000 sec): 3 clusters
  Score: Raw -2064460.369816 + Penalty 3156.742282 = -2061303.627533
  nChanged 3
		SP:Iteration 22Q (68798.880000 sec): 3 clusters
  Score: Raw -2064462.211142 + Penalty 3156.742282 = -2061305.468859
  nChanged 1
		SP:Iteration 23Q (68799.130000 sec): 3 clusters
  Score: Raw -2064463.318140 + Penalty 3156.742282 = -2061306.575858
  nChanged 2
		SP:Iteration 24Q (68799.390000 sec): 3 clusters
  Score: Raw -2064466.132120 + Penalty 3156.742282 = -2061309.389838
  nChanged 3
		SP:Iteration 25Q (68799.600000 sec): 3 clusters
  Score: Raw -2064469.564280 + Penalty 3156.742282 = -2061312.821998
  nChanged 2
		SP:Iteration 26Q (68799.830000 sec): 3 clusters
  Score: Raw -2064471.826308 + Penalty 3156.742282 = -2061315.084026
  nChanged 2
		SP:Iteration 27Q (68800.110000 sec): 3 clusters
  Score: Raw -2064474.358772 + Penalty 3156.742282 = -2061317.616490
  nChanged 1
		SP:Iteration 28Q (68800.300000 sec): 3 clusters
  Score: Raw -2064475.044319 + Penalty 3156.742282 = -2061318.302037
  nChanged 0
		SP:Iteration 29F (68800.570000 sec): 3 clusters
  Score: Raw -2064475.044319 + Penalty 3156.742282 = -2061318.302037
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68800.660000 sec): 2 clusters
  Score: Raw -77066.008759 + Penalty 1061.976707 = -76004.032053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68800.840000 sec): 3 clusters
  Score: Raw -76869.795675 + Penalty 2123.953413 = -74745.842262
  nChanged 187
		SP:Iteration 1F (68801.050000 sec): 3 clusters
  Score: Raw -77144.121794 + Penalty 2123.953413 = -75020.168381
  nChanged 64
		SP:Iteration 2F (68801.260000 sec): 3 clusters
  Score: Raw -77268.036182 + Penalty 2123.953413 = -75144.082769
  nChanged 33
		SP:Iteration 3Q (68801.450000 sec): 3 clusters
  Score: Raw -77331.850824 + Penalty 2123.953413 = -75207.897410
  nChanged 26
		SP:Iteration 4Q (68801.610000 sec): 3 clusters
  Score: Raw -77368.549694 + Penalty 2123.953413 = -75244.596281
  nChanged 12
		SP:Iteration 5Q (68801.790000 sec): 3 clusters
  Score: Raw -77381.935072 + Penalty 2123.953413 = -75257.981659
  nChanged 5
		SP:Iteration 6Q (68801.970000 sec): 3 clusters
  Score: Raw -77388.069865 + Penalty 2123.953413 = -75264.116452
  nChanged 4
		SP:Iteration 7Q (68802.130000 sec): 3 clusters
  Score: Raw -77391.810149 + Penalty 2123.953413 = -75267.856736
  nChanged 1
		SP:Iteration 8Q (68802.290000 sec): 3 clusters
  Score: Raw -77395.931274 + Penalty 2123.953413 = -75271.977861
  nChanged 1
		SP:Iteration 9Q (68802.500000 sec): 3 clusters
  Score: Raw -77396.994163 + Penalty 2123.953413 = -75273.040750
  nChanged 0
		SP:Iteration 10F (68802.680000 sec): 3 clusters
  Score: Raw -77396.994163 + Penalty 2123.953413 = -75273.040750
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68802.800000 sec): 2 clusters
  Score: Raw -742756.215197 + Penalty 1435.081982 = -741321.133215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68803.020000 sec): 3 clusters
  Score: Raw -739117.437040 + Penalty 2870.163965 = -736247.273075
  nChanged 2896
		SP:Iteration 1F (68803.230000 sec): 3 clusters
  Score: Raw -741073.209280 + Penalty 2870.163965 = -738203.045316
  nChanged 697
		SP:Iteration 2F (68803.400000 sec): 3 clusters
  Score: Raw -741782.836183 + Penalty 2870.163965 = -738912.672219
  nChanged 614
		SP:Iteration 3F (68803.610000 sec): 3 clusters
  Score: Raw -742404.899915 + Penalty 2870.163965 = -739534.735950
  nChanged 517
		SP:Iteration 4F (68803.840000 sec): 3 clusters
  Score: Raw -742853.055670 + Penalty 2870.163965 = -739982.891705
  nChanged 381
		SP:Iteration 5F (68804.040000 sec): 3 clusters
  Score: Raw -743161.247244 + Penalty 2870.163965 = -740291.083279
  nChanged 294
		SP:Iteration 6Q (68804.250000 sec): 3 clusters
  Score: Raw -743360.118012 + Penalty 2870.163965 = -740489.954047
  nChanged 236
		SP:Iteration 7Q (68804.450000 sec): 3 clusters
  Score: Raw -743479.779143 + Penalty 2870.163965 = -740609.615179
  nChanged 167
		SP:Iteration 8Q (68804.630000 sec): 3 clusters
  Score: Raw -743546.499468 + Penalty 2870.163965 = -740676.335503
  nChanged 107
		SP:Iteration 9Q (68804.830000 sec): 3 clusters
  Score: Raw -743589.269792 + Penalty 2870.163965 = -740719.105827
  nChanged 93
		SP:Iteration 10Q (68805.010000 sec): 3 clusters
  Score: Raw -743622.698921 + Penalty 2870.163965 = -740752.534956
  nChanged 86
		SP:Iteration 11Q (68805.240000 sec): 3 clusters
  Score: Raw -743654.616698 + Penalty 2870.163965 = -740784.452734
  nChanged 76
		SP:Iteration 12Q (68805.450000 sec): 3 clusters
  Score: Raw -743678.267014 + Penalty 2870.163965 = -740808.103049
  nChanged 74
		SP:Iteration 13Q (68805.620000 sec): 3 clusters
  Score: Raw -743699.761698 + Penalty 2870.163965 = -740829.597734
  nChanged 55
		SP:Iteration 14Q (68805.830000 sec): 3 clusters
  Score: Raw -743713.431749 + Penalty 2870.163965 = -740843.267784
  nChanged 53
		SP:Iteration 15Q (68806.050000 sec): 3 clusters
  Score: Raw -743729.061999 + Penalty 2870.163965 = -740858.898035
  nChanged 56
		SP:Iteration 16Q (68806.230000 sec): 3 clusters
  Score: Raw -743747.667378 + Penalty 2870.163965 = -740877.503414
  nChanged 60
		SP:Iteration 17Q (68806.440000 sec): 3 clusters
  Score: Raw -743769.518108 + Penalty 2870.163965 = -740899.354143
  nChanged 60
		SP:Iteration 18Q (68806.640000 sec): 3 clusters
  Score: Raw -743790.528140 + Penalty 2870.163965 = -740920.364176
  nChanged 52
		SP:Iteration 19Q (68806.880000 sec): 3 clusters
  Score: Raw -743805.310519 + Penalty 2870.163965 = -740935.146554
  nChanged 48
		SP:Iteration 20F (68807.080000 sec): 3 clusters
  Score: Raw -743818.761393 + Penalty 2870.163965 = -740948.597428
  nChanged 36
		SP:Iteration 21Q (68807.280000 sec): 3 clusters
  Score: Raw -743829.999891 + Penalty 2870.163965 = -740959.835926
  nChanged 41
		SP:Iteration 22Q (68807.470000 sec): 3 clusters
  Score: Raw -743841.485497 + Penalty 2870.163965 = -740971.321533
  nChanged 40
		SP:Iteration 23Q (68807.700000 sec): 3 clusters
  Score: Raw -743852.027916 + Penalty 2870.163965 = -740981.863952
  nChanged 33
		SP:Iteration 24Q (68807.920000 sec): 3 clusters
  Score: Raw -743860.624005 + Penalty 2870.163965 = -740990.460040
  nChanged 25
		SP:Iteration 25Q (68808.100000 sec): 3 clusters
  Score: Raw -743867.373740 + Penalty 2870.163965 = -740997.209775
  nChanged 29
		SP:Iteration 26Q (68808.340000 sec): 3 clusters
  Score: Raw -743873.804678 + Penalty 2870.163965 = -741003.640713
  nChanged 28
		SP:Iteration 27Q (68808.540000 sec): 3 clusters
  Score: Raw -743880.702544 + Penalty 2870.163965 = -741010.538579
  nChanged 21
		SP:Iteration 28Q (68808.710000 sec): 3 clusters
  Score: Raw -743886.310187 + Penalty 2870.163965 = -741016.146223
  nChanged 21
		SP:Iteration 29Q (68808.930000 sec): 3 clusters
  Score: Raw -743891.701389 + Penalty 2870.163965 = -741021.537424
  nChanged 29
		SP:Iteration 30Q (68809.160000 sec): 3 clusters
  Score: Raw -743898.342038 + Penalty 2870.163965 = -741028.178073
  nChanged 28
		SP:Iteration 31Q (68809.360000 sec): 3 clusters
  Score: Raw -743904.731329 + Penalty 2870.163965 = -741034.567364
  nChanged 25
		SP:Iteration 32Q (68809.550000 sec): 3 clusters
  Score: Raw -743909.679087 + Penalty 2870.163965 = -741039.515122
  nChanged 20
		SP:Iteration 33Q (68809.710000 sec): 3 clusters
  Score: Raw -743913.986011 + Penalty 2870.163965 = -741043.822046
  nChanged 15
		SP:Iteration 34Q (68809.940000 sec): 3 clusters
  Score: Raw -743917.070741 + Penalty 2870.163965 = -741046.906776
  nChanged 19
		SP:Iteration 35Q (68810.160000 sec): 3 clusters
  Score: Raw -743920.724174 + Penalty 2870.163965 = -741050.560209
  nChanged 16
		SP:Iteration 36Q (68810.390000 sec): 3 clusters
  Score: Raw -743923.536154 + Penalty 2870.163965 = -741053.372189
  nChanged 13
		SP:Iteration 37Q (68810.560000 sec): 3 clusters
  Score: Raw -743925.863390 + Penalty 2870.163965 = -741055.699426
  nChanged 9
		SP:Iteration 38Q (68810.800000 sec): 3 clusters
  Score: Raw -743927.634820 + Penalty 2870.163965 = -741057.470855
  nChanged 12
		SP:Iteration 39Q (68810.980000 sec): 3 clusters
  Score: Raw -743930.263777 + Penalty 2870.163965 = -741060.099812
  nChanged 9
		SP:Iteration 40F (68811.220000 sec): 3 clusters
  Score: Raw -743931.762980 + Penalty 2870.163965 = -741061.599015
  nChanged 9
		SP:Iteration 41Q (68811.410000 sec): 3 clusters
  Score: Raw -743933.652883 + Penalty 2870.163965 = -741063.488918
  nChanged 7
		SP:Iteration 42Q (68811.580000 sec): 3 clusters
  Score: Raw -743934.575307 + Penalty 2870.163965 = -741064.411342
  nChanged 6
		SP:Iteration 43Q (68811.780000 sec): 3 clusters
  Score: Raw -743935.359567 + Penalty 2870.163965 = -741065.195603
  nChanged 6
		SP:Iteration 44Q (68811.980000 sec): 3 clusters
  Score: Raw -743936.443904 + Penalty 2870.163965 = -741066.279939
  nChanged 5
		SP:Iteration 45Q (68812.180000 sec): 3 clusters
  Score: Raw -743937.087597 + Penalty 2870.163965 = -741066.923633
  nChanged 7
		SP:Iteration 46Q (68812.380000 sec): 3 clusters
  Score: Raw -743937.794286 + Penalty 2870.163965 = -741067.630322
  nChanged 5
		SP:Iteration 47Q (68812.600000 sec): 3 clusters
  Score: Raw -743938.745386 + Penalty 2870.163965 = -741068.581422
  nChanged 7
		SP:Iteration 48Q (68812.780000 sec): 3 clusters
  Score: Raw -743939.744782 + Penalty 2870.163965 = -741069.580817
  nChanged 4
		SP:Iteration 49Q (68812.980000 sec): 3 clusters
  Score: Raw -743940.275370 + Penalty 2870.163965 = -741070.111405
  nChanged 3
		SP:Iteration 50Q (68813.180000 sec): 3 clusters
  Score: Raw -743940.598914 + Penalty 2870.163965 = -741070.434949
  nChanged 5
		SP:Iteration 51Q (68813.410000 sec): 3 clusters
  Score: Raw -743941.725891 + Penalty 2870.163965 = -741071.561927
  nChanged 5
		SP:Iteration 52Q (68813.590000 sec): 3 clusters
  Score: Raw -743942.346796 + Penalty 2870.163965 = -741072.182831
  nChanged 4
		SP:Iteration 53Q (68813.780000 sec): 3 clusters
  Score: Raw -743942.720168 + Penalty 2870.163965 = -741072.556204
  nChanged 3
		SP:Iteration 54Q (68814.040000 sec): 3 clusters
  Score: Raw -743943.138709 + Penalty 2870.163965 = -741072.974744
  nChanged 2
		SP:Iteration 55Q (68814.230000 sec): 3 clusters
  Score: Raw -743943.603053 + Penalty 2870.163965 = -741073.439089
  nChanged 2
		SP:Iteration 56Q (68814.390000 sec): 3 clusters
  Score: Raw -743943.958118 + Penalty 2870.163965 = -741073.794153
  nChanged 1
		SP:Iteration 57Q (68814.600000 sec): 3 clusters
  Score: Raw -743944.011116 + Penalty 2870.163965 = -741073.847152
  nChanged 0
		SP:Iteration 58F (68814.810000 sec): 3 clusters
  Score: Raw -743944.011116 + Penalty 2870.163965 = -741073.847152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (18265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68814.980000 sec): 2 clusters
  Score: Raw -2267330.932613 + Penalty 1594.570565 = -2265736.362048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68815.290000 sec): 3 clusters
  Score: Raw -2256276.123422 + Penalty 3189.141130 = -2253086.982292
  nChanged 8279
		SP:Iteration 1F (68815.550000 sec): 3 clusters
  Score: Raw -2260963.403042 + Penalty 3189.141130 = -2257774.261912
  nChanged 1043
		SP:Iteration 2F (68815.820000 sec): 3 clusters
  Score: Raw -2261523.023893 + Penalty 3189.141130 = -2258333.882763
  nChanged 1156
		SP:Iteration 3F (68816.100000 sec): 3 clusters
  Score: Raw -2262279.132862 + Penalty 3189.141130 = -2259089.991732
  nChanged 1321
		SP:Iteration 4F (68816.390000 sec): 3 clusters
  Score: Raw -2263237.885201 + Penalty 3189.141130 = -2260048.744071
  nChanged 1494
		SP:Iteration 5F (68816.620000 sec): 3 clusters
  Score: Raw -2264430.667535 + Penalty 3189.141130 = -2261241.526404
  nChanged 1411
		SP:Iteration 6F (68816.910000 sec): 3 clusters
  Score: Raw -2265532.188386 + Penalty 3189.141130 = -2262343.047256
  nChanged 1200
		SP:Iteration 7F (68817.170000 sec): 3 clusters
  Score: Raw -2266361.143762 + Penalty 3189.141130 = -2263172.002631
  nChanged 876
		SP:Iteration 8Q (68817.450000 sec): 3 clusters
  Score: Raw -2266831.612180 + Penalty 3189.141130 = -2263642.471049
  nChanged 574
		SP:Iteration 9Q (68817.710000 sec): 3 clusters
  Score: Raw -2267062.288830 + Penalty 3189.141130 = -2263873.147700
  nChanged 386
		SP:Iteration 10Q (68817.950000 sec): 3 clusters
  Score: Raw -2267183.577139 + Penalty 3189.141130 = -2263994.436009
  nChanged 284
		SP:Iteration 11Q (68818.220000 sec): 3 clusters
  Score: Raw -2267261.228814 + Penalty 3189.141130 = -2264072.087683
  nChanged 216
		SP:Iteration 12Q (68818.470000 sec): 3 clusters
  Score: Raw -2267306.697525 + Penalty 3189.141130 = -2264117.556395
  nChanged 166
		SP:Iteration 13Q (68818.700000 sec): 3 clusters
  Score: Raw -2267337.995331 + Penalty 3189.141130 = -2264148.854201
  nChanged 135
		SP:Iteration 14Q (68818.980000 sec): 3 clusters
  Score: Raw -2267364.346704 + Penalty 3189.141130 = -2264175.205573
  nChanged 115
		SP:Iteration 15Q (68819.240000 sec): 3 clusters
  Score: Raw -2267386.213817 + Penalty 3189.141130 = -2264197.072686
  nChanged 112
		SP:Iteration 16Q (68819.500000 sec): 3 clusters
  Score: Raw -2267407.910153 + Penalty 3189.141130 = -2264218.769023
  nChanged 100
		SP:Iteration 17Q (68819.730000 sec): 3 clusters
  Score: Raw -2267424.546935 + Penalty 3189.141130 = -2264235.405804
  nChanged 87
		SP:Iteration 18Q (68819.990000 sec): 3 clusters
  Score: Raw -2267441.836986 + Penalty 3189.141130 = -2264252.695856
  nChanged 95
		SP:Iteration 19Q (68820.270000 sec): 3 clusters
  Score: Raw -2267460.049410 + Penalty 3189.141130 = -2264270.908279
  nChanged 99
		SP:Iteration 20F (68820.530000 sec): 3 clusters
  Score: Raw -2267477.825243 + Penalty 3189.141130 = -2264288.684113
  nChanged 86
		SP:Iteration 21Q (68820.820000 sec): 3 clusters
  Score: Raw -2267491.229879 + Penalty 3189.141130 = -2264302.088748
  nChanged 89
		SP:Iteration 22Q (68821.090000 sec): 3 clusters
  Score: Raw -2267507.794669 + Penalty 3189.141130 = -2264318.653539
  nChanged 90
		SP:Iteration 23Q (68821.370000 sec): 3 clusters
  Score: Raw -2267528.458867 + Penalty 3189.141130 = -2264339.317736
  nChanged 97
		SP:Iteration 24Q (68821.660000 sec): 3 clusters
  Score: Raw -2267548.867362 + Penalty 3189.141130 = -2264359.726232
  nChanged 89
		SP:Iteration 25Q (68821.910000 sec): 3 clusters
  Score: Raw -2267570.708706 + Penalty 3189.141130 = -2264381.567576
  nChanged 100
		SP:Iteration 26Q (68822.170000 sec): 3 clusters
  Score: Raw -2267596.209240 + Penalty 3189.141130 = -2264407.068110
  nChanged 99
		SP:Iteration 27Q (68822.420000 sec): 3 clusters
  Score: Raw -2267625.888635 + Penalty 3189.141130 = -2264436.747504
  nChanged 119
		SP:Iteration 28Q (68822.710000 sec): 3 clusters
  Score: Raw -2267664.922275 + Penalty 3189.141130 = -2264475.781145
  nChanged 115
		SP:Iteration 29Q (68822.960000 sec): 3 clusters
  Score: Raw -2267702.839614 + Penalty 3189.141130 = -2264513.698483
  nChanged 120
		SP:Iteration 30Q (68823.230000 sec): 3 clusters
  Score: Raw -2267753.288875 + Penalty 3189.141130 = -2264564.147744
  nChanged 127
		SP:Iteration 31Q (68823.460000 sec): 3 clusters
  Score: Raw -2267811.756697 + Penalty 3189.141130 = -2264622.615567
  nChanged 119
		SP:Iteration 32Q (68823.690000 sec): 3 clusters
  Score: Raw -2267867.415931 + Penalty 3189.141130 = -2264678.274800
  nChanged 129
		SP:Iteration 33Q (68823.970000 sec): 3 clusters
  Score: Raw -2267918.034662 + Penalty 3189.141130 = -2264728.893531
  nChanged 113
		SP:Iteration 34Q (68824.200000 sec): 3 clusters
  Score: Raw -2267961.555491 + Penalty 3189.141130 = -2264772.414361
  nChanged 98
		SP:Iteration 35Q (68824.460000 sec): 3 clusters
  Score: Raw -2268005.235081 + Penalty 3189.141130 = -2264816.093951
  nChanged 89
		SP:Iteration 36Q (68824.740000 sec): 3 clusters
  Score: Raw -2268043.229822 + Penalty 3189.141130 = -2264854.088691
  nChanged 104
		SP:Iteration 37Q (68825.000000 sec): 3 clusters
  Score: Raw -2268085.661687 + Penalty 3189.141130 = -2264896.520556
  nChanged 84
		SP:Iteration 38Q (68825.240000 sec): 3 clusters
  Score: Raw -2268116.749486 + Penalty 3189.141130 = -2264927.608356
  nChanged 63
		SP:Iteration 39Q (68825.500000 sec): 3 clusters
  Score: Raw -2268134.440405 + Penalty 3189.141130 = -2264945.299275
  nChanged 53
		SP:Iteration 40F (68825.720000 sec): 3 clusters
  Score: Raw -2268149.829214 + Penalty 3189.141130 = -2264960.688084
  nChanged 53
		SP:Iteration 41Q (68825.980000 sec): 3 clusters
  Score: Raw -2268163.856571 + Penalty 3189.141130 = -2264974.715441
  nChanged 48
		SP:Iteration 42Q (68826.230000 sec): 3 clusters
  Score: Raw -2268175.372112 + Penalty 3189.141130 = -2264986.230981
  nChanged 38
		SP:Iteration 43Q (68826.530000 sec): 3 clusters
  Score: Raw -2268186.310531 + Penalty 3189.141130 = -2264997.169401
  nChanged 37
		SP:Iteration 44Q (68826.750000 sec): 3 clusters
  Score: Raw -2268197.765120 + Penalty 3189.141130 = -2265008.623990
  nChanged 30
		SP:Iteration 45Q (68827.010000 sec): 3 clusters
  Score: Raw -2268205.043232 + Penalty 3189.141130 = -2265015.902102
  nChanged 26
		SP:Iteration 46Q (68827.320000 sec): 3 clusters
  Score: Raw -2268210.835684 + Penalty 3189.141130 = -2265021.694553
  nChanged 21
		SP:Iteration 47Q (68827.530000 sec): 3 clusters
  Score: Raw -2268215.248616 + Penalty 3189.141130 = -2265026.107486
  nChanged 18
		SP:Iteration 48Q (68827.740000 sec): 3 clusters
  Score: Raw -2268218.178367 + Penalty 3189.141130 = -2265029.037237
  nChanged 9
		SP:Iteration 49Q (68828.040000 sec): 3 clusters
  Score: Raw -2268219.460809 + Penalty 3189.141130 = -2265030.319678
  nChanged 5
		SP:Iteration 50Q (68828.280000 sec): 3 clusters
  Score: Raw -2268220.671764 + Penalty 3189.141130 = -2265031.530634
  nChanged 3
		SP:Iteration 51Q (68828.560000 sec): 3 clusters
  Score: Raw -2268221.148776 + Penalty 3189.141130 = -2265032.007646
  nChanged 2
		SP:Iteration 52Q (68828.800000 sec): 3 clusters
  Score: Raw -2268221.345951 + Penalty 3189.141130 = -2265032.204821
  nChanged 3
		SP:Iteration 53Q (68829.090000 sec): 3 clusters
  Score: Raw -2268221.881909 + Penalty 3189.141130 = -2265032.740779
  nChanged 4
		SP:Iteration 54Q (68829.320000 sec): 3 clusters
  Score: Raw -2268222.551653 + Penalty 3189.141130 = -2265033.410523
  nChanged 5
		SP:Iteration 55Q (68829.600000 sec): 3 clusters
  Score: Raw -2268223.213819 + Penalty 3189.141130 = -2265034.072689
  nChanged 4
		SP:Iteration 56Q (68829.830000 sec): 3 clusters
  Score: Raw -2268223.681224 + Penalty 3189.141130 = -2265034.540094
  nChanged 3
		SP:Iteration 57Q (68830.140000 sec): 3 clusters
  Score: Raw -2268223.806192 + Penalty 3189.141130 = -2265034.665061
  nChanged 0
		SP:Iteration 58F (68830.400000 sec): 3 clusters
  Score: Raw -2268223.806192 + Penalty 3189.141130 = -2265034.665061
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68830.480000 sec): 2 clusters
  Score: Raw -177480.860299 + Penalty 1192.674876 = -176288.185423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68830.700000 sec): 3 clusters
  Score: Raw -176873.765016 + Penalty 2385.349751 = -174488.415265
  nChanged 533
		SP:Iteration 1F (68830.880000 sec): 3 clusters
  Score: Raw -177268.153686 + Penalty 2385.349751 = -174882.803935
  nChanged 135
		SP:Iteration 2F (68831.080000 sec): 3 clusters
  Score: Raw -177371.656722 + Penalty 2385.349751 = -174986.306970
  nChanged 66
		SP:Iteration 3Q (68831.270000 sec): 3 clusters
  Score: Raw -177415.268842 + Penalty 2385.349751 = -175029.919091
  nChanged 41
		SP:Iteration 4Q (68831.450000 sec): 3 clusters
  Score: Raw -177442.786307 + Penalty 2385.349751 = -175057.436556
  nChanged 29
		SP:Iteration 5Q (68831.600000 sec): 3 clusters
  Score: Raw -177459.604926 + Penalty 2385.349751 = -175074.255175
  nChanged 20
		SP:Iteration 6Q (68831.760000 sec): 3 clusters
  Score: Raw -177473.056219 + Penalty 2385.349751 = -175087.706468
  nChanged 21
		SP:Iteration 7Q (68831.960000 sec): 3 clusters
  Score: Raw -177487.162456 + Penalty 2385.349751 = -175101.812705
  nChanged 22
		SP:Iteration 8Q (68832.120000 sec): 3 clusters
  Score: Raw -177503.336047 + Penalty 2385.349751 = -175117.986296
  nChanged 23
		SP:Iteration 9Q (68832.310000 sec): 3 clusters
  Score: Raw -177518.402973 + Penalty 2385.349751 = -175133.053222
  nChanged 19
		SP:Iteration 10Q (68832.480000 sec): 3 clusters
  Score: Raw -177529.746871 + Penalty 2385.349751 = -175144.397120
  nChanged 19
		SP:Iteration 11Q (68832.640000 sec): 3 clusters
  Score: Raw -177542.159656 + Penalty 2385.349751 = -175156.809905
  nChanged 21
		SP:Iteration 12Q (68832.780000 sec): 3 clusters
  Score: Raw -177555.564625 + Penalty 2385.349751 = -175170.214874
  nChanged 19
		SP:Iteration 13Q (68832.960000 sec): 3 clusters
  Score: Raw -177569.334665 + Penalty 2385.349751 = -175183.984914
  nChanged 18
		SP:Iteration 14Q (68833.170000 sec): 3 clusters
  Score: Raw -177578.034848 + Penalty 2385.349751 = -175192.685097
  nChanged 16
		SP:Iteration 15Q (68833.330000 sec): 3 clusters
  Score: Raw -177588.930301 + Penalty 2385.349751 = -175203.580550
  nChanged 19
		SP:Iteration 16Q (68833.490000 sec): 3 clusters
  Score: Raw -177603.331039 + Penalty 2385.349751 = -175217.981288
  nChanged 27
		SP:Iteration 17Q (68833.680000 sec): 3 clusters
  Score: Raw -177624.761661 + Penalty 2385.349751 = -175239.411910
  nChanged 21
		SP:Iteration 18Q (68833.880000 sec): 3 clusters
  Score: Raw -177636.047930 + Penalty 2385.349751 = -175250.698179
  nChanged 9
		SP:Iteration 19Q (68834.070000 sec): 3 clusters
  Score: Raw -177642.241485 + Penalty 2385.349751 = -175256.891734
  nChanged 4
		SP:Iteration 20F (68834.240000 sec): 3 clusters
  Score: Raw -177644.385388 + Penalty 2385.349751 = -175259.035637
  nChanged 7
		SP:Iteration 21Q (68834.430000 sec): 3 clusters
  Score: Raw -177648.551329 + Penalty 2385.349751 = -175263.201578
  nChanged 4
		SP:Iteration 22Q (68834.600000 sec): 3 clusters
  Score: Raw -177650.160619 + Penalty 2385.349751 = -175264.810868
  nChanged 5
		SP:Iteration 23Q (68834.760000 sec): 3 clusters
  Score: Raw -177654.140730 + Penalty 2385.349751 = -175268.790979
  nChanged 6
		SP:Iteration 24Q (68834.940000 sec): 3 clusters
  Score: Raw -177660.083298 + Penalty 2385.349751 = -175274.733547
  nChanged 8
		SP:Iteration 25Q (68835.140000 sec): 3 clusters
  Score: Raw -177666.308510 + Penalty 2385.349751 = -175280.958758
  nChanged 11
		SP:Iteration 26Q (68835.290000 sec): 3 clusters
  Score: Raw -177676.445310 + Penalty 2385.349751 = -175291.095559
  nChanged 17
		SP:Iteration 27Q (68835.500000 sec): 3 clusters
  Score: Raw -177694.272242 + Penalty 2385.349751 = -175308.922491
  nChanged 11
		SP:Iteration 28Q (68835.660000 sec): 3 clusters
  Score: Raw -177703.633622 + Penalty 2385.349751 = -175318.283871
  nChanged 14
		SP:Iteration 29Q (68835.810000 sec): 3 clusters
  Score: Raw -177714.016609 + Penalty 2385.349751 = -175328.666858
  nChanged 11
		SP:Iteration 30Q (68835.980000 sec): 3 clusters
  Score: Raw -177723.351396 + Penalty 2385.349751 = -175338.001645
  nChanged 12
		SP:Iteration 31Q (68836.170000 sec): 3 clusters
  Score: Raw -177734.779931 + Penalty 2385.349751 = -175349.430180
  nChanged 17
		SP:Iteration 32Q (68836.340000 sec): 3 clusters
  Score: Raw -177752.352794 + Penalty 2385.349751 = -175367.003043
  nChanged 13
		SP:Iteration 33Q (68836.520000 sec): 3 clusters
  Score: Raw -177762.301506 + Penalty 2385.349751 = -175376.951755
  nChanged 10
		SP:Iteration 34Q (68836.700000 sec): 3 clusters
  Score: Raw -177768.716569 + Penalty 2385.349751 = -175383.366818
  nChanged 9
		SP:Iteration 35Q (68836.890000 sec): 3 clusters
  Score: Raw -177776.124208 + Penalty 2385.349751 = -175390.774457
  nChanged 8
		SP:Iteration 36Q (68837.090000 sec): 3 clusters
  Score: Raw -177780.281938 + Penalty 2385.349751 = -175394.932187
  nChanged 7
		SP:Iteration 37Q (68837.240000 sec): 3 clusters
  Score: Raw -177784.325235 + Penalty 2385.349751 = -175398.975484
  nChanged 5
		SP:Iteration 38Q (68837.430000 sec): 3 clusters
  Score: Raw -177789.896448 + Penalty 2385.349751 = -175404.546697
  nChanged 6
		SP:Iteration 39Q (68837.630000 sec): 3 clusters
  Score: Raw -177793.474738 + Penalty 2385.349751 = -175408.124987
  nChanged 4
		SP:Iteration 40F (68837.810000 sec): 3 clusters
  Score: Raw -177796.246643 + Penalty 2385.349751 = -175410.896892
  nChanged 4
		SP:Iteration 41Q (68837.980000 sec): 3 clusters
  Score: Raw -177799.578141 + Penalty 2385.349751 = -175414.228390
  nChanged 4
		SP:Iteration 42Q (68838.160000 sec): 3 clusters
  Score: Raw -177803.039001 + Penalty 2385.349751 = -175417.689250
  nChanged 2
		SP:Iteration 43Q (68838.340000 sec): 3 clusters
  Score: Raw -177806.263350 + Penalty 2385.349751 = -175420.913599
  nChanged 4
		SP:Iteration 44Q (68838.530000 sec): 3 clusters
  Score: Raw -177808.566388 + Penalty 2385.349751 = -175423.216637
  nChanged 1
		SP:Iteration 45Q (68838.710000 sec): 3 clusters
  Score: Raw -177809.028470 + Penalty 2385.349751 = -175423.678719
  nChanged 1
		SP:Iteration 46Q (68838.940000 sec): 3 clusters
  Score: Raw -177809.817890 + Penalty 2385.349751 = -175424.468139
  nChanged 1
		SP:Iteration 47Q (68839.120000 sec): 3 clusters
  Score: Raw -177810.732957 + Penalty 2385.349751 = -175425.383206
  nChanged 0
		SP:Iteration 48F (68839.300000 sec): 3 clusters
  Score: Raw -177810.732957 + Penalty 2385.349751 = -175425.383206
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9556 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68839.450000 sec): 2 clusters
  Score: Raw -1154388.461730 + Penalty 1489.300233 = -1152899.161497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68839.640000 sec): 3 clusters
  Score: Raw -1148971.877040 + Penalty 2978.600465 = -1145993.276575
  nChanged 4101
		SP:Iteration 1F (68839.900000 sec): 3 clusters
  Score: Raw -1151216.789645 + Penalty 2978.600465 = -1148238.189180
  nChanged 577
		SP:Iteration 2F (68840.110000 sec): 3 clusters
  Score: Raw -1151445.864058 + Penalty 2978.600465 = -1148467.263592
  nChanged 445
		SP:Iteration 3Q (68840.320000 sec): 3 clusters
  Score: Raw -1151608.425185 + Penalty 2978.600465 = -1148629.824720
  nChanged 346
		SP:Iteration 4Q (68840.530000 sec): 3 clusters
  Score: Raw -1151736.656838 + Penalty 2978.600465 = -1148758.056373
  nChanged 312
		SP:Iteration 5Q (68840.760000 sec): 3 clusters
  Score: Raw -1151842.040273 + Penalty 2978.600465 = -1148863.439808
  nChanged 285
		SP:Iteration 6Q (68840.950000 sec): 3 clusters
  Score: Raw -1151947.110289 + Penalty 2978.600465 = -1148968.509824
  nChanged 306
		SP:Iteration 7Q (68841.170000 sec): 3 clusters
  Score: Raw -1152080.405107 + Penalty 2978.600465 = -1149101.804642
  nChanged 328
		SP:Iteration 8Q (68841.400000 sec): 3 clusters
  Score: Raw -1152256.611522 + Penalty 2978.600465 = -1149278.011057
  nChanged 368
		SP:Iteration 9Q (68841.630000 sec): 3 clusters
  Score: Raw -1152478.000525 + Penalty 2978.600465 = -1149499.400060
  nChanged 376
		SP:Iteration 10Q (68841.840000 sec): 3 clusters
  Score: Raw -1152748.490069 + Penalty 2978.600465 = -1149769.889604
  nChanged 414
		SP:Iteration 11Q (68842.090000 sec): 3 clusters
  Score: Raw -1153078.038152 + Penalty 2978.600465 = -1150099.437687
  nChanged 419
		SP:Iteration 12Q (68842.310000 sec): 3 clusters
  Score: Raw -1153428.108170 + Penalty 2978.600465 = -1150449.507705
  nChanged 378
		SP:Iteration 13Q (68842.540000 sec): 3 clusters
  Score: Raw -1153702.991852 + Penalty 2978.600465 = -1150724.391387
  nChanged 297
		SP:Iteration 14Q (68842.770000 sec): 3 clusters
  Score: Raw -1153899.920316 + Penalty 2978.600465 = -1150921.319851
  nChanged 220
		SP:Iteration 15Q (68842.990000 sec): 3 clusters
  Score: Raw -1154036.956294 + Penalty 2978.600465 = -1151058.355828
  nChanged 165
		SP:Iteration 16Q (68843.180000 sec): 3 clusters
  Score: Raw -1154132.486483 + Penalty 2978.600465 = -1151153.886018
  nChanged 148
		SP:Iteration 17Q (68843.380000 sec): 3 clusters
  Score: Raw -1154210.232838 + Penalty 2978.600465 = -1151231.632373
  nChanged 122
		SP:Iteration 18Q (68843.590000 sec): 3 clusters
  Score: Raw -1154269.232043 + Penalty 2978.600465 = -1151290.631578
  nChanged 109
		SP:Iteration 19Q (68843.810000 sec): 3 clusters
  Score: Raw -1154317.466777 + Penalty 2978.600465 = -1151338.866312
  nChanged 94
		SP:Iteration 20F (68844.030000 sec): 3 clusters
  Score: Raw -1154359.414408 + Penalty 2978.600465 = -1151380.813943
  nChanged 102
		SP:Iteration 21Q (68844.280000 sec): 3 clusters
  Score: Raw -1154407.780106 + Penalty 2978.600465 = -1151429.179640
  nChanged 81
		SP:Iteration 22Q (68844.510000 sec): 3 clusters
  Score: Raw -1154438.920090 + Penalty 2978.600465 = -1151460.319625
  nChanged 60
		SP:Iteration 23Q (68844.750000 sec): 3 clusters
  Score: Raw -1154463.915119 + Penalty 2978.600465 = -1151485.314654
  nChanged 63
		SP:Iteration 24Q (68844.930000 sec): 3 clusters
  Score: Raw -1154488.800010 + Penalty 2978.600465 = -1151510.199545
  nChanged 56
		SP:Iteration 25Q (68845.180000 sec): 3 clusters
  Score: Raw -1154514.768249 + Penalty 2978.600465 = -1151536.167784
  nChanged 70
		SP:Iteration 26Q (68845.380000 sec): 3 clusters
  Score: Raw -1154546.533991 + Penalty 2978.600465 = -1151567.933526
  nChanged 63
		SP:Iteration 27Q (68845.620000 sec): 3 clusters
  Score: Raw -1154567.052871 + Penalty 2978.600465 = -1151588.452406
  nChanged 57
		SP:Iteration 28Q (68845.820000 sec): 3 clusters
  Score: Raw -1154586.910026 + Penalty 2978.600465 = -1151608.309560
  nChanged 49
		SP:Iteration 29Q (68846.000000 sec): 3 clusters
  Score: Raw -1154600.746723 + Penalty 2978.600465 = -1151622.146258
  nChanged 33
		SP:Iteration 30Q (68846.220000 sec): 3 clusters
  Score: Raw -1154610.734048 + Penalty 2978.600465 = -1151632.133583
  nChanged 27
		SP:Iteration 31Q (68846.410000 sec): 3 clusters
  Score: Raw -1154619.182443 + Penalty 2978.600465 = -1151640.581978
  nChanged 26
		SP:Iteration 32Q (68846.630000 sec): 3 clusters
  Score: Raw -1154626.025704 + Penalty 2978.600465 = -1151647.425238
  nChanged 22
		SP:Iteration 33Q (68846.840000 sec): 3 clusters
  Score: Raw -1154633.368977 + Penalty 2978.600465 = -1151654.768512
  nChanged 22
		SP:Iteration 34Q (68847.030000 sec): 3 clusters
  Score: Raw -1154640.213012 + Penalty 2978.600465 = -1151661.612547
  nChanged 28
		SP:Iteration 35Q (68847.250000 sec): 3 clusters
  Score: Raw -1154647.982305 + Penalty 2978.600465 = -1151669.381840
  nChanged 26
		SP:Iteration 36Q (68847.460000 sec): 3 clusters
  Score: Raw -1154655.921668 + Penalty 2978.600465 = -1151677.321202
  nChanged 19
		SP:Iteration 37Q (68847.670000 sec): 3 clusters
  Score: Raw -1154661.898430 + Penalty 2978.600465 = -1151683.297964
  nChanged 28
		SP:Iteration 38Q (68847.890000 sec): 3 clusters
  Score: Raw -1154669.571188 + Penalty 2978.600465 = -1151690.970722
  nChanged 24
		SP:Iteration 39Q (68848.070000 sec): 3 clusters
  Score: Raw -1154677.304958 + Penalty 2978.600465 = -1151698.704493
  nChanged 25
		SP:Iteration 40F (68848.290000 sec): 3 clusters
  Score: Raw -1154684.881247 + Penalty 2978.600465 = -1151706.280781
  nChanged 21
		SP:Iteration 41Q (68848.470000 sec): 3 clusters
  Score: Raw -1154690.148996 + Penalty 2978.600465 = -1151711.548531
  nChanged 14
		SP:Iteration 42Q (68848.720000 sec): 3 clusters
  Score: Raw -1154694.789922 + Penalty 2978.600465 = -1151716.189457
  nChanged 13
		SP:Iteration 43Q (68848.900000 sec): 3 clusters
  Score: Raw -1154698.160624 + Penalty 2978.600465 = -1151719.560158
  nChanged 12
		SP:Iteration 44Q (68849.100000 sec): 3 clusters
  Score: Raw -1154702.422745 + Penalty 2978.600465 = -1151723.822280
  nChanged 17
		SP:Iteration 45Q (68849.320000 sec): 3 clusters
  Score: Raw -1154708.056161 + Penalty 2978.600465 = -1151729.455696
  nChanged 19
		SP:Iteration 46Q (68849.550000 sec): 3 clusters
  Score: Raw -1154714.646593 + Penalty 2978.600465 = -1151736.046128
  nChanged 25
		SP:Iteration 47Q (68849.760000 sec): 3 clusters
  Score: Raw -1154723.558115 + Penalty 2978.600465 = -1151744.957650
  nChanged 15
		SP:Iteration 48Q (68849.960000 sec): 3 clusters
  Score: Raw -1154729.708166 + Penalty 2978.600465 = -1151751.107701
  nChanged 10
		SP:Iteration 49Q (68850.170000 sec): 3 clusters
  Score: Raw -1154733.166501 + Penalty 2978.600465 = -1151754.566036
  nChanged 13
		SP:Iteration 50Q (68850.410000 sec): 3 clusters
  Score: Raw -1154737.201416 + Penalty 2978.600465 = -1151758.600951
  nChanged 11
		SP:Iteration 51Q (68850.580000 sec): 3 clusters
  Score: Raw -1154740.374624 + Penalty 2978.600465 = -1151761.774158
  nChanged 10
		SP:Iteration 52Q (68850.820000 sec): 3 clusters
  Score: Raw -1154742.443138 + Penalty 2978.600465 = -1151763.842673
  nChanged 5
		SP:Iteration 53Q (68850.990000 sec): 3 clusters
  Score: Raw -1154743.478144 + Penalty 2978.600465 = -1151764.877679
  nChanged 5
		SP:Iteration 54Q (68851.180000 sec): 3 clusters
  Score: Raw -1154744.847325 + Penalty 2978.600465 = -1151766.246860
  nChanged 5
		SP:Iteration 55Q (68851.420000 sec): 3 clusters
  Score: Raw -1154746.251880 + Penalty 2978.600465 = -1151767.651414
  nChanged 4
		SP:Iteration 56Q (68851.590000 sec): 3 clusters
  Score: Raw -1154747.621177 + Penalty 2978.600465 = -1151769.020711
  nChanged 8
		SP:Iteration 57Q (68851.810000 sec): 3 clusters
  Score: Raw -1154751.332986 + Penalty 2978.600465 = -1151772.732521
  nChanged 9
		SP:Iteration 58Q (68852.040000 sec): 3 clusters
  Score: Raw -1154753.557370 + Penalty 2978.600465 = -1151774.956905
  nChanged 6
		SP:Iteration 59Q (68852.260000 sec): 3 clusters
  Score: Raw -1154754.972245 + Penalty 2978.600465 = -1151776.371780
  nChanged 6
		SP:Iteration 60F (68852.460000 sec): 3 clusters
  Score: Raw -1154756.748171 + Penalty 2978.600465 = -1151778.147706
  nChanged 2
		SP:Iteration 61Q (68852.660000 sec): 3 clusters
  Score: Raw -1154757.128194 + Penalty 2978.600465 = -1151778.527729
  nChanged 0
		SP:Iteration 62F (68852.890000 sec): 3 clusters
  Score: Raw -1154757.128194 + Penalty 2978.600465 = -1151778.527729
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68853.110000 sec): 2 clusters
  Score: Raw -2914810.191972 + Penalty 1641.476743 = -2913168.715228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68853.380000 sec): 3 clusters
  Score: Raw -2899912.450970 + Penalty 3282.953487 = -2896629.497483
  nChanged 11045
		SP:Iteration 1F (68853.680000 sec): 3 clusters
  Score: Raw -2905893.808238 + Penalty 3282.953487 = -2902610.854751
  nChanged 1192
		SP:Iteration 2Q (68853.990000 sec): 3 clusters
  Score: Raw -2906387.194914 + Penalty 3282.953487 = -2903104.241427
  nChanged 1411
		SP:Iteration 3F (68854.250000 sec): 3 clusters
  Score: Raw -2907153.412222 + Penalty 3282.953487 = -2903870.458735
  nChanged 1731
		SP:Iteration 4F (68854.530000 sec): 3 clusters
  Score: Raw -2908301.787965 + Penalty 3282.953487 = -2905018.834478
  nChanged 1854
		SP:Iteration 5F (68854.810000 sec): 3 clusters
  Score: Raw -2909583.127652 + Penalty 3282.953487 = -2906300.174165
  nChanged 1698
		SP:Iteration 6F (68855.090000 sec): 3 clusters
  Score: Raw -2910715.694150 + Penalty 3282.953487 = -2907432.740664
  nChanged 1380
		SP:Iteration 7F (68855.350000 sec): 3 clusters
  Score: Raw -2911539.566853 + Penalty 3282.953487 = -2908256.613367
  nChanged 1041
		SP:Iteration 8Q (68855.630000 sec): 3 clusters
  Score: Raw -2912143.885674 + Penalty 3282.953487 = -2908860.932188
  nChanged 827
		SP:Iteration 9Q (68855.900000 sec): 3 clusters
  Score: Raw -2912675.520912 + Penalty 3282.953487 = -2909392.567426
  nChanged 684
		SP:Iteration 10Q (68856.190000 sec): 3 clusters
  Score: Raw -2913156.817604 + Penalty 3282.953487 = -2909873.864117
  nChanged 571
		SP:Iteration 11Q (68856.440000 sec): 3 clusters
  Score: Raw -2913541.268450 + Penalty 3282.953487 = -2910258.314963
  nChanged 459
		SP:Iteration 12Q (68856.730000 sec): 3 clusters
  Score: Raw -2913846.673511 + Penalty 3282.953487 = -2910563.720025
  nChanged 366
		SP:Iteration 13Q (68857.020000 sec): 3 clusters
  Score: Raw -2914056.962160 + Penalty 3282.953487 = -2910774.008673
  nChanged 307
		SP:Iteration 14Q (68857.300000 sec): 3 clusters
  Score: Raw -2914211.273542 + Penalty 3282.953487 = -2910928.320055
  nChanged 239
		SP:Iteration 15Q (68857.530000 sec): 3 clusters
  Score: Raw -2914305.100898 + Penalty 3282.953487 = -2911022.147411
  nChanged 184
		SP:Iteration 16Q (68857.830000 sec): 3 clusters
  Score: Raw -2914364.966043 + Penalty 3282.953487 = -2911082.012556
  nChanged 146
		SP:Iteration 17Q (68858.050000 sec): 3 clusters
  Score: Raw -2914417.238932 + Penalty 3282.953487 = -2911134.285445
  nChanged 147
		SP:Iteration 18Q (68858.330000 sec): 3 clusters
  Score: Raw -2914468.532763 + Penalty 3282.953487 = -2911185.579276
  nChanged 127
		SP:Iteration 19Q (68858.660000 sec): 3 clusters
  Score: Raw -2914511.386694 + Penalty 3282.953487 = -2911228.433207
  nChanged 102
		SP:Iteration 20F (68858.940000 sec): 3 clusters
  Score: Raw -2914540.615085 + Penalty 3282.953487 = -2911257.661598
  nChanged 93
		SP:Iteration 21Q (68859.190000 sec): 3 clusters
  Score: Raw -2914565.273442 + Penalty 3282.953487 = -2911282.319955
  nChanged 90
		SP:Iteration 22Q (68859.490000 sec): 3 clusters
  Score: Raw -2914589.650558 + Penalty 3282.953487 = -2911306.697071
  nChanged 71
		SP:Iteration 23Q (68859.710000 sec): 3 clusters
  Score: Raw -2914610.214129 + Penalty 3282.953487 = -2911327.260642
  nChanged 63
		SP:Iteration 24Q (68860.000000 sec): 3 clusters
  Score: Raw -2914628.598457 + Penalty 3282.953487 = -2911345.644970
  nChanged 58
		SP:Iteration 25Q (68860.270000 sec): 3 clusters
  Score: Raw -2914644.513390 + Penalty 3282.953487 = -2911361.559903
  nChanged 58
		SP:Iteration 26Q (68860.530000 sec): 3 clusters
  Score: Raw -2914660.726107 + Penalty 3282.953487 = -2911377.772620
  nChanged 63
		SP:Iteration 27Q (68860.810000 sec): 3 clusters
  Score: Raw -2914679.032916 + Penalty 3282.953487 = -2911396.079429
  nChanged 63
		SP:Iteration 28Q (68861.060000 sec): 3 clusters
  Score: Raw -2914698.052255 + Penalty 3282.953487 = -2911415.098769
  nChanged 56
		SP:Iteration 29Q (68861.320000 sec): 3 clusters
  Score: Raw -2914714.233150 + Penalty 3282.953487 = -2911431.279663
  nChanged 50
		SP:Iteration 30Q (68861.610000 sec): 3 clusters
  Score: Raw -2914733.376166 + Penalty 3282.953487 = -2911450.422679
  nChanged 60
		SP:Iteration 31Q (68861.920000 sec): 3 clusters
  Score: Raw -2914756.043333 + Penalty 3282.953487 = -2911473.089846
  nChanged 57
		SP:Iteration 32Q (68862.180000 sec): 3 clusters
  Score: Raw -2914778.275536 + Penalty 3282.953487 = -2911495.322050
  nChanged 60
		SP:Iteration 33Q (68862.420000 sec): 3 clusters
  Score: Raw -2914803.128258 + Penalty 3282.953487 = -2911520.174771
  nChanged 56
		SP:Iteration 34Q (68862.710000 sec): 3 clusters
  Score: Raw -2914825.951933 + Penalty 3282.953487 = -2911542.998446
  nChanged 44
		SP:Iteration 35Q (68862.930000 sec): 3 clusters
  Score: Raw -2914844.008194 + Penalty 3282.953487 = -2911561.054708
  nChanged 39
		SP:Iteration 36Q (68863.240000 sec): 3 clusters
  Score: Raw -2914855.518580 + Penalty 3282.953487 = -2911572.565094
  nChanged 28
		SP:Iteration 37Q (68863.480000 sec): 3 clusters
  Score: Raw -2914864.375981 + Penalty 3282.953487 = -2911581.422494
  nChanged 33
		SP:Iteration 38Q (68863.790000 sec): 3 clusters
  Score: Raw -2914874.734045 + Penalty 3282.953487 = -2911591.780559
  nChanged 31
		SP:Iteration 39Q (68864.070000 sec): 3 clusters
  Score: Raw -2914883.697157 + Penalty 3282.953487 = -2911600.743670
  nChanged 31
		SP:Iteration 40F (68864.360000 sec): 3 clusters
  Score: Raw -2914894.454499 + Penalty 3282.953487 = -2911611.501012
  nChanged 26
		SP:Iteration 41Q (68864.630000 sec): 3 clusters
  Score: Raw -2914901.249175 + Penalty 3282.953487 = -2911618.295688
  nChanged 23
		SP:Iteration 42Q (68864.890000 sec): 3 clusters
  Score: Raw -2914907.760793 + Penalty 3282.953487 = -2911624.807307
  nChanged 18
		SP:Iteration 43Q (68865.130000 sec): 3 clusters
  Score: Raw -2914912.992119 + Penalty 3282.953487 = -2911630.038633
  nChanged 10
		SP:Iteration 44Q (68865.430000 sec): 3 clusters
  Score: Raw -2914916.349440 + Penalty 3282.953487 = -2911633.395953
  nChanged 11
		SP:Iteration 45Q (68865.710000 sec): 3 clusters
  Score: Raw -2914920.234115 + Penalty 3282.953487 = -2911637.280628
  nChanged 15
		SP:Iteration 46Q (68865.990000 sec): 3 clusters
  Score: Raw -2914925.384676 + Penalty 3282.953487 = -2911642.431190
  nChanged 17
		SP:Iteration 47Q (68866.260000 sec): 3 clusters
  Score: Raw -2914931.546533 + Penalty 3282.953487 = -2911648.593047
  nChanged 13
		SP:Iteration 48Q (68866.560000 sec): 3 clusters
  Score: Raw -2914934.386216 + Penalty 3282.953487 = -2911651.432729
  nChanged 7
		SP:Iteration 49Q (68866.810000 sec): 3 clusters
  Score: Raw -2914935.841448 + Penalty 3282.953487 = -2911652.887961
  nChanged 14
		SP:Iteration 50Q (68867.090000 sec): 3 clusters
  Score: Raw -2914939.211453 + Penalty 3282.953487 = -2911656.257966
  nChanged 16
		SP:Iteration 51Q (68867.380000 sec): 3 clusters
  Score: Raw -2914943.818945 + Penalty 3282.953487 = -2911660.865458
  nChanged 14
		SP:Iteration 52Q (68867.690000 sec): 3 clusters
  Score: Raw -2914949.668722 + Penalty 3282.953487 = -2911666.715235
  nChanged 25
		SP:Iteration 53Q (68867.900000 sec): 3 clusters
  Score: Raw -2914959.052199 + Penalty 3282.953487 = -2911676.098713
  nChanged 20
		SP:Iteration 54Q (68868.180000 sec): 3 clusters
  Score: Raw -2914966.006119 + Penalty 3282.953487 = -2911683.052633
  nChanged 20
		SP:Iteration 55Q (68868.490000 sec): 3 clusters
  Score: Raw -2914971.496493 + Penalty 3282.953487 = -2911688.543006
  nChanged 11
		SP:Iteration 56Q (68868.720000 sec): 3 clusters
  Score: Raw -2914976.408948 + Penalty 3282.953487 = -2911693.455461
  nChanged 10
		SP:Iteration 57Q (68869.010000 sec): 3 clusters
  Score: Raw -2914982.234428 + Penalty 3282.953487 = -2911699.280941
  nChanged 14
		SP:Iteration 58Q (68869.270000 sec): 3 clusters
  Score: Raw -2914987.885586 + Penalty 3282.953487 = -2911704.932099
  nChanged 12
		SP:Iteration 59Q (68869.560000 sec): 3 clusters
  Score: Raw -2914992.499240 + Penalty 3282.953487 = -2911709.545753
  nChanged 16
		SP:Iteration 60F (68869.850000 sec): 3 clusters
  Score: Raw -2914998.608208 + Penalty 3282.953487 = -2911715.654722
  nChanged 14
		SP:Iteration 61Q (68870.130000 sec): 3 clusters
  Score: Raw -2915003.762288 + Penalty 3282.953487 = -2911720.808801
  nChanged 13
		SP:Iteration 62Q (68870.460000 sec): 3 clusters
  Score: Raw -2915007.917044 + Penalty 3282.953487 = -2911724.963557
  nChanged 11
		SP:Iteration 63Q (68870.720000 sec): 3 clusters
  Score: Raw -2915011.083635 + Penalty 3282.953487 = -2911728.130148
  nChanged 14
		SP:Iteration 64Q (68871.010000 sec): 3 clusters
  Score: Raw -2915017.515396 + Penalty 3282.953487 = -2911734.561909
  nChanged 12
		SP:Iteration 65Q (68871.300000 sec): 3 clusters
  Score: Raw -2915023.488720 + Penalty 3282.953487 = -2911740.535233
  nChanged 12
		SP:Iteration 66Q (68871.540000 sec): 3 clusters
  Score: Raw -2915027.022884 + Penalty 3282.953487 = -2911744.069397
  nChanged 10
		SP:Iteration 67Q (68871.830000 sec): 3 clusters
  Score: Raw -2915031.551965 + Penalty 3282.953487 = -2911748.598479
  nChanged 10
		SP:Iteration 68Q (68872.100000 sec): 3 clusters
  Score: Raw -2915035.198860 + Penalty 3282.953487 = -2911752.245373
  nChanged 11
		SP:Iteration 69Q (68872.340000 sec): 3 clusters
  Score: Raw -2915039.686547 + Penalty 3282.953487 = -2911756.733060
  nChanged 8
		SP:Iteration 70Q (68872.620000 sec): 3 clusters
  Score: Raw -2915042.840446 + Penalty 3282.953487 = -2911759.886959
  nChanged 3
		SP:Iteration 71Q (68872.890000 sec): 3 clusters
  Score: Raw -2915044.260524 + Penalty 3282.953487 = -2911761.307038
  nChanged 2
		SP:Iteration 72Q (68873.200000 sec): 3 clusters
  Score: Raw -2915045.410767 + Penalty 3282.953487 = -2911762.457281
  nChanged 5
		SP:Iteration 73Q (68873.480000 sec): 3 clusters
  Score: Raw -2915049.347045 + Penalty 3282.953487 = -2911766.393558
  nChanged 13
		SP:Iteration 74Q (68873.760000 sec): 3 clusters
  Score: Raw -2915055.292836 + Penalty 3282.953487 = -2911772.339349
  nChanged 15
		SP:Iteration 75Q (68874.060000 sec): 3 clusters
  Score: Raw -2915062.225953 + Penalty 3282.953487 = -2911779.272466
  nChanged 14
		SP:Iteration 76Q (68874.340000 sec): 3 clusters
  Score: Raw -2915068.972974 + Penalty 3282.953487 = -2911786.019488
  nChanged 11
		SP:Iteration 77Q (68874.600000 sec): 3 clusters
  Score: Raw -2915073.327859 + Penalty 3282.953487 = -2911790.374373
  nChanged 8
		SP:Iteration 78Q (68874.900000 sec): 3 clusters
  Score: Raw -2915077.022504 + Penalty 3282.953487 = -2911794.069017
  nChanged 12
		SP:Iteration 79Q (68875.180000 sec): 3 clusters
  Score: Raw -2915083.651562 + Penalty 3282.953487 = -2911800.698075
  nChanged 13
		SP:Iteration 80F (68875.430000 sec): 3 clusters
  Score: Raw -2915089.096881 + Penalty 3282.953487 = -2911806.143394
  nChanged 11
		SP:Iteration 81Q (68875.700000 sec): 3 clusters
  Score: Raw -2915094.964110 + Penalty 3282.953487 = -2911812.010623
  nChanged 10
		SP:Iteration 82Q (68875.990000 sec): 3 clusters
  Score: Raw -2915100.045583 + Penalty 3282.953487 = -2911817.092096
  nChanged 11
		SP:Iteration 83Q (68876.280000 sec): 3 clusters
  Score: Raw -2915103.790210 + Penalty 3282.953487 = -2911820.836723
  nChanged 7
		SP:Iteration 84Q (68876.520000 sec): 3 clusters
  Score: Raw -2915106.749436 + Penalty 3282.953487 = -2911823.795950
  nChanged 6
		SP:Iteration 85Q (68876.790000 sec): 3 clusters
  Score: Raw -2915108.877376 + Penalty 3282.953487 = -2911825.923889
  nChanged 4
		SP:Iteration 86Q (68877.100000 sec): 3 clusters
  Score: Raw -2915110.246715 + Penalty 3282.953487 = -2911827.293228
  nChanged 2
		SP:Iteration 87Q (68877.390000 sec): 3 clusters
  Score: Raw -2915110.838552 + Penalty 3282.953487 = -2911827.885065
  nChanged 2
		SP:Iteration 88Q (68877.670000 sec): 3 clusters
  Score: Raw -2915111.753018 + Penalty 3282.953487 = -2911828.799531
  nChanged 3
		SP:Iteration 89Q (68877.930000 sec): 3 clusters
  Score: Raw -2915113.368933 + Penalty 3282.953487 = -2911830.415446
  nChanged 6
		SP:Iteration 90Q (68878.180000 sec): 3 clusters
  Score: Raw -2915116.476004 + Penalty 3282.953487 = -2911833.522518
  nChanged 3
		SP:Iteration 91Q (68878.430000 sec): 3 clusters
  Score: Raw -2915116.848429 + Penalty 3282.953487 = -2911833.894942
  nChanged 0
		SP:Iteration 92F (68878.740000 sec): 3 clusters
  Score: Raw -2915116.848429 + Penalty 3282.953487 = -2911833.894942
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (5832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68878.860000 sec): 2 clusters
  Score: Raw -730269.229579 + Penalty 1409.056232 = -728860.173347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68879.050000 sec): 3 clusters
  Score: Raw -727156.217189 + Penalty 2818.112464 = -724338.104725
  nChanged 2429
		SP:Iteration 1F (68879.220000 sec): 3 clusters
  Score: Raw -728422.073803 + Penalty 2818.112464 = -725603.961339
  nChanged 353
		SP:Iteration 2F (68879.430000 sec): 3 clusters
  Score: Raw -728588.233151 + Penalty 2818.112464 = -725770.120687
  nChanged 308
		SP:Iteration 3F (68879.600000 sec): 3 clusters
  Score: Raw -728734.810235 + Penalty 2818.112464 = -725916.697771
  nChanged 263
		SP:Iteration 4Q (68879.790000 sec): 3 clusters
  Score: Raw -728858.503028 + Penalty 2818.112464 = -726040.390564
  nChanged 223
		SP:Iteration 5Q (68880.030000 sec): 3 clusters
  Score: Raw -728952.108351 + Penalty 2818.112464 = -726133.995887
  nChanged 197
		SP:Iteration 6Q (68880.220000 sec): 3 clusters
  Score: Raw -729040.104715 + Penalty 2818.112464 = -726221.992252
  nChanged 186
		SP:Iteration 7Q (68880.420000 sec): 3 clusters
  Score: Raw -729116.504777 + Penalty 2818.112464 = -726298.392313
  nChanged 198
		SP:Iteration 8Q (68880.640000 sec): 3 clusters
  Score: Raw -729207.215139 + Penalty 2818.112464 = -726389.102675
  nChanged 201
		SP:Iteration 9Q (68880.810000 sec): 3 clusters
  Score: Raw -729309.091825 + Penalty 2818.112464 = -726490.979361
  nChanged 210
		SP:Iteration 10Q (68881.030000 sec): 3 clusters
  Score: Raw -729414.454291 + Penalty 2818.112464 = -726596.341827
  nChanged 196
		SP:Iteration 11Q (68881.180000 sec): 3 clusters
  Score: Raw -729517.693963 + Penalty 2818.112464 = -726699.581499
  nChanged 205
		SP:Iteration 12Q (68881.360000 sec): 3 clusters
  Score: Raw -729622.149188 + Penalty 2818.112464 = -726804.036724
  nChanged 185
		SP:Iteration 13Q (68881.540000 sec): 3 clusters
  Score: Raw -729729.530005 + Penalty 2818.112464 = -726911.417541
  nChanged 176
		SP:Iteration 14Q (68881.760000 sec): 3 clusters
  Score: Raw -729829.515806 + Penalty 2818.112464 = -727011.403342
  nChanged 157
		SP:Iteration 15Q (68881.980000 sec): 3 clusters
  Score: Raw -729921.411760 + Penalty 2818.112464 = -727103.299296
  nChanged 142
		SP:Iteration 16Q (68882.190000 sec): 3 clusters
  Score: Raw -730007.474839 + Penalty 2818.112464 = -727189.362375
  nChanged 125
		SP:Iteration 17Q (68882.380000 sec): 3 clusters
  Score: Raw -730093.493543 + Penalty 2818.112464 = -727275.381079
  nChanged 119
		SP:Iteration 18Q (68882.580000 sec): 3 clusters
  Score: Raw -730186.155793 + Penalty 2818.112464 = -727368.043329
  nChanged 96
		SP:Iteration 19Q (68882.770000 sec): 3 clusters
  Score: Raw -730252.904182 + Penalty 2818.112464 = -727434.791718
  nChanged 81
		SP:Iteration 20F (68882.990000 sec): 3 clusters
  Score: Raw -730305.245488 + Penalty 2818.112464 = -727487.133024
  nChanged 57
		SP:Iteration 21Q (68883.190000 sec): 3 clusters
  Score: Raw -730341.887776 + Penalty 2818.112464 = -727523.775312
  nChanged 58
		SP:Iteration 22Q (68883.380000 sec): 3 clusters
  Score: Raw -730380.954140 + Penalty 2818.112464 = -727562.841676
  nChanged 43
		SP:Iteration 23Q (68883.580000 sec): 3 clusters
  Score: Raw -730406.441365 + Penalty 2818.112464 = -727588.328901
  nChanged 31
		SP:Iteration 24Q (68883.760000 sec): 3 clusters
  Score: Raw -730420.938885 + Penalty 2818.112464 = -727602.826421
  nChanged 29
		SP:Iteration 25Q (68883.970000 sec): 3 clusters
  Score: Raw -730434.137635 + Penalty 2818.112464 = -727616.025171
  nChanged 21
		SP:Iteration 26Q (68884.150000 sec): 3 clusters
  Score: Raw -730443.310240 + Penalty 2818.112464 = -727625.197776
  nChanged 16
		SP:Iteration 27Q (68884.360000 sec): 3 clusters
  Score: Raw -730452.377573 + Penalty 2818.112464 = -727634.265109
  nChanged 18
		SP:Iteration 28Q (68884.520000 sec): 3 clusters
  Score: Raw -730465.341052 + Penalty 2818.112464 = -727647.228588
  nChanged 21
		SP:Iteration 29Q (68884.660000 sec): 3 clusters
  Score: Raw -730475.484321 + Penalty 2818.112464 = -727657.371857
  nChanged 18
		SP:Iteration 30Q (68884.830000 sec): 3 clusters
  Score: Raw -730483.532280 + Penalty 2818.112464 = -727665.419816
  nChanged 14
		SP:Iteration 31Q (68885.040000 sec): 3 clusters
  Score: Raw -730490.957538 + Penalty 2818.112464 = -727672.845074
  nChanged 14
		SP:Iteration 32Q (68885.230000 sec): 3 clusters
  Score: Raw -730496.262770 + Penalty 2818.112464 = -727678.150306
  nChanged 9
		SP:Iteration 33Q (68885.440000 sec): 3 clusters
  Score: Raw -730498.777169 + Penalty 2818.112464 = -727680.664705
  nChanged 6
		SP:Iteration 34Q (68885.630000 sec): 3 clusters
  Score: Raw -730500.753575 + Penalty 2818.112464 = -727682.641111
  nChanged 2
		SP:Iteration 35Q (68885.850000 sec): 3 clusters
  Score: Raw -730501.419359 + Penalty 2818.112464 = -727683.306895
  nChanged 2
		SP:Iteration 36Q (68886.050000 sec): 3 clusters
  Score: Raw -730501.879288 + Penalty 2818.112464 = -727683.766824
  nChanged 1
		SP:Iteration 37Q (68886.240000 sec): 3 clusters
  Score: Raw -730501.977116 + Penalty 2818.112464 = -727683.864652
  nChanged 0
		SP:Iteration 38F (68886.470000 sec): 3 clusters
  Score: Raw -730501.977116 + Penalty 2818.112464 = -727683.864652
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (8334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68886.570000 sec): 2 clusters
  Score: Raw -938767.820780 + Penalty 1467.066057 = -937300.754723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68886.810000 sec): 3 clusters
  Score: Raw -934232.078655 + Penalty 2934.132114 = -931297.946541
  nChanged 3613
		SP:Iteration 1F (68887.050000 sec): 3 clusters
  Score: Raw -936831.434414 + Penalty 2934.132114 = -933897.302300
  nChanged 861
		SP:Iteration 2F (68887.260000 sec): 3 clusters
  Score: Raw -937868.054327 + Penalty 2934.132114 = -934933.922213
  nChanged 883
		SP:Iteration 3F (68887.490000 sec): 3 clusters
  Score: Raw -939097.699384 + Penalty 2934.132114 = -936163.567270
  nChanged 782
		SP:Iteration 4F (68887.680000 sec): 3 clusters
  Score: Raw -940358.550235 + Penalty 2934.132114 = -937424.418121
  nChanged 613
		SP:Iteration 5F (68887.880000 sec): 3 clusters
  Score: Raw -941168.916506 + Penalty 2934.132114 = -938234.784392
  nChanged 445
		SP:Iteration 6F (68888.110000 sec): 3 clusters
  Score: Raw -941556.552110 + Penalty 2934.132114 = -938622.419996
  nChanged 334
		SP:Iteration 7Q (68888.290000 sec): 3 clusters
  Score: Raw -941919.072792 + Penalty 2934.132114 = -938984.940678
  nChanged 293
		SP:Iteration 8Q (68888.530000 sec): 3 clusters
  Score: Raw -942306.768894 + Penalty 2934.132114 = -939372.636780
  nChanged 288
		SP:Iteration 9Q (68888.750000 sec): 3 clusters
  Score: Raw -942817.787101 + Penalty 2934.132114 = -939883.654987
  nChanged 292
		SP:Iteration 10Q (68888.920000 sec): 3 clusters
  Score: Raw -943386.320250 + Penalty 2934.132114 = -940452.188136
  nChanged 242
		SP:Iteration 11Q (68889.100000 sec): 3 clusters
  Score: Raw -943765.326479 + Penalty 2934.132114 = -940831.194365
  nChanged 150
		SP:Iteration 12Q (68889.330000 sec): 3 clusters
  Score: Raw -943981.640700 + Penalty 2934.132114 = -941047.508586
  nChanged 103
		SP:Iteration 13Q (68889.540000 sec): 3 clusters
  Score: Raw -944129.970447 + Penalty 2934.132114 = -941195.838334
  nChanged 60
		SP:Iteration 14Q (68889.730000 sec): 3 clusters
  Score: Raw -944185.875044 + Penalty 2934.132114 = -941251.742931
  nChanged 34
		SP:Iteration 15Q (68889.930000 sec): 3 clusters
  Score: Raw -944212.653414 + Penalty 2934.132114 = -941278.521300
  nChanged 19
		SP:Iteration 16Q (68890.130000 sec): 3 clusters
  Score: Raw -944220.305517 + Penalty 2934.132114 = -941286.173403
  nChanged 11
		SP:Iteration 17Q (68890.360000 sec): 3 clusters
  Score: Raw -944225.750784 + Penalty 2934.132114 = -941291.618670
  nChanged 7
		SP:Iteration 18Q (68890.570000 sec): 3 clusters
  Score: Raw -944227.575340 + Penalty 2934.132114 = -941293.443226
  nChanged 5
		SP:Iteration 19Q (68890.790000 sec): 3 clusters
  Score: Raw -944229.350313 + Penalty 2934.132114 = -941295.218199
  nChanged 2
		SP:Iteration 20F (68890.970000 sec): 3 clusters
  Score: Raw -944229.529948 + Penalty 2934.132114 = -941295.397834
  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 6.54 GB.

 Trying to split cluster 14 (1385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68891.090000 sec): 2 clusters
  Score: Raw -164078.034851 + Penalty 1175.436506 = -162902.598346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68891.280000 sec): 3 clusters
  Score: Raw -163569.365639 + Penalty 2350.873011 = -161218.492628
  nChanged 469
		SP:Iteration 1F (68891.470000 sec): 3 clusters
  Score: Raw -163913.032670 + Penalty 2350.873011 = -161562.159659
  nChanged 114
		SP:Iteration 2F (68891.660000 sec): 3 clusters
  Score: Raw -164031.326391 + Penalty 2350.873011 = -161680.453380
  nChanged 76
		SP:Iteration 3F (68891.880000 sec): 3 clusters
  Score: Raw -164109.284521 + Penalty 2350.873011 = -161758.411510
  nChanged 59
		SP:Iteration 4Q (68892.050000 sec): 3 clusters
  Score: Raw -164171.703517 + Penalty 2350.873011 = -161820.830506
  nChanged 49
		SP:Iteration 5Q (68892.220000 sec): 3 clusters
  Score: Raw -164223.996872 + Penalty 2350.873011 = -161873.123861
  nChanged 45
		SP:Iteration 6Q (68892.410000 sec): 3 clusters
  Score: Raw -164273.367896 + Penalty 2350.873011 = -161922.494885
  nChanged 34
		SP:Iteration 7Q (68892.630000 sec): 3 clusters
  Score: Raw -164321.865763 + Penalty 2350.873011 = -161970.992752
  nChanged 37
		SP:Iteration 8Q (68892.770000 sec): 3 clusters
  Score: Raw -164358.983648 + Penalty 2350.873011 = -162008.110636
  nChanged 26
		SP:Iteration 9Q (68892.960000 sec): 3 clusters
  Score: Raw -164388.916171 + Penalty 2350.873011 = -162038.043160
  nChanged 16
		SP:Iteration 10Q (68893.190000 sec): 3 clusters
  Score: Raw -164407.307982 + Penalty 2350.873011 = -162056.434971
  nChanged 17
		SP:Iteration 11Q (68893.340000 sec): 3 clusters
  Score: Raw -164425.072038 + Penalty 2350.873011 = -162074.199027
  nChanged 22
		SP:Iteration 12Q (68893.540000 sec): 3 clusters
  Score: Raw -164445.885957 + Penalty 2350.873011 = -162095.012946
  nChanged 21
		SP:Iteration 13Q (68893.700000 sec): 3 clusters
  Score: Raw -164466.979558 + Penalty 2350.873011 = -162116.106547
  nChanged 13
		SP:Iteration 14Q (68893.930000 sec): 3 clusters
  Score: Raw -164479.321704 + Penalty 2350.873011 = -162128.448693
  nChanged 7
		SP:Iteration 15Q (68894.100000 sec): 3 clusters
  Score: Raw -164484.046226 + Penalty 2350.873011 = -162133.173215
  nChanged 4
		SP:Iteration 16Q (68894.230000 sec): 3 clusters
  Score: Raw -164486.415419 + Penalty 2350.873011 = -162135.542408
  nChanged 4
		SP:Iteration 17Q (68894.440000 sec): 3 clusters
  Score: Raw -164490.910497 + Penalty 2350.873011 = -162140.037486
  nChanged 4
		SP:Iteration 18Q (68894.600000 sec): 3 clusters
  Score: Raw -164493.317750 + Penalty 2350.873011 = -162142.444739
  nChanged 5
		SP:Iteration 19Q (68894.770000 sec): 3 clusters
  Score: Raw -164495.927802 + Penalty 2350.873011 = -162145.054791
  nChanged 9
		SP:Iteration 20F (68894.940000 sec): 3 clusters
  Score: Raw -164504.020186 + Penalty 2350.873011 = -162153.147175
  nChanged 11
		SP:Iteration 21Q (68895.170000 sec): 3 clusters
  Score: Raw -164511.894426 + Penalty 2350.873011 = -162161.021415
  nChanged 12
		SP:Iteration 22Q (68895.340000 sec): 3 clusters
  Score: Raw -164525.825509 + Penalty 2350.873011 = -162174.952498
  nChanged 9
		SP:Iteration 23Q (68895.500000 sec): 3 clusters
  Score: Raw -164533.477453 + Penalty 2350.873011 = -162182.604442
  nChanged 6
		SP:Iteration 24Q (68895.680000 sec): 3 clusters
  Score: Raw -164540.291582 + Penalty 2350.873011 = -162189.418571
  nChanged 8
		SP:Iteration 25Q (68895.830000 sec): 3 clusters
  Score: Raw -164546.540315 + Penalty 2350.873011 = -162195.667304
  nChanged 3
		SP:Iteration 26Q (68896.050000 sec): 3 clusters
  Score: Raw -164548.331475 + Penalty 2350.873011 = -162197.458464
  nChanged 3
		SP:Iteration 27Q (68896.180000 sec): 3 clusters
  Score: Raw -164549.815526 + Penalty 2350.873011 = -162198.942515
  nChanged 2
		SP:Iteration 28Q (68896.370000 sec): 3 clusters
  Score: Raw -164550.853242 + Penalty 2350.873011 = -162199.980230
  nChanged 1
		SP:Iteration 29Q (68896.590000 sec): 3 clusters
  Score: Raw -164551.445072 + Penalty 2350.873011 = -162200.572061
  nChanged 0
		SP:Iteration 30F (68896.720000 sec): 3 clusters
  Score: Raw -164551.445072 + Penalty 2350.873011 = -162200.572061
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (4972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68896.840000 sec): 2 clusters
  Score: Raw -586716.361588 + Penalty 1383.131336 = -585333.230252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68897.070000 sec): 3 clusters
  Score: Raw -584177.030697 + Penalty 2766.262672 = -581410.768024
  nChanged 1982
		SP:Iteration 1F (68897.250000 sec): 3 clusters
  Score: Raw -585229.421633 + Penalty 2766.262672 = -582463.158961
  nChanged 381
		SP:Iteration 2F (68897.430000 sec): 3 clusters
  Score: Raw -585470.559688 + Penalty 2766.262672 = -582704.297016
  nChanged 321
		SP:Iteration 3F (68897.640000 sec): 3 clusters
  Score: Raw -585700.350143 + Penalty 2766.262672 = -582934.087470
  nChanged 341
		SP:Iteration 4F (68897.830000 sec): 3 clusters
  Score: Raw -585969.598165 + Penalty 2766.262672 = -583203.335493
  nChanged 350
		SP:Iteration 5F (68898.060000 sec): 3 clusters
  Score: Raw -586258.798018 + Penalty 2766.262672 = -583492.535346
  nChanged 298
		SP:Iteration 6F (68898.230000 sec): 3 clusters
  Score: Raw -586458.072414 + Penalty 2766.262672 = -583691.809742
  nChanged 230
		SP:Iteration 7Q (68898.450000 sec): 3 clusters
  Score: Raw -586595.332030 + Penalty 2766.262672 = -583829.069358
  nChanged 173
		SP:Iteration 8Q (68898.650000 sec): 3 clusters
  Score: Raw -586675.437418 + Penalty 2766.262672 = -583909.174746
  nChanged 112
		SP:Iteration 9Q (68898.830000 sec): 3 clusters
  Score: Raw -586723.119298 + Penalty 2766.262672 = -583956.856626
  nChanged 94
		SP:Iteration 10Q (68899.050000 sec): 3 clusters
  Score: Raw -586757.917682 + Penalty 2766.262672 = -583991.655010
  nChanged 67
		SP:Iteration 11Q (68899.240000 sec): 3 clusters
  Score: Raw -586792.057632 + Penalty 2766.262672 = -584025.794960
  nChanged 63
		SP:Iteration 12Q (68899.450000 sec): 3 clusters
  Score: Raw -586823.138522 + Penalty 2766.262672 = -584056.875850
  nChanged 55
		SP:Iteration 13Q (68899.630000 sec): 3 clusters
  Score: Raw -586849.444895 + Penalty 2766.262672 = -584083.182223
  nChanged 44
		SP:Iteration 14Q (68899.830000 sec): 3 clusters
  Score: Raw -586872.401187 + Penalty 2766.262672 = -584106.138515
  nChanged 49
		SP:Iteration 15Q (68900.010000 sec): 3 clusters
  Score: Raw -586896.037856 + Penalty 2766.262672 = -584129.775184
  nChanged 56
		SP:Iteration 16Q (68900.210000 sec): 3 clusters
  Score: Raw -586922.604017 + Penalty 2766.262672 = -584156.341344
  nChanged 43
		SP:Iteration 17Q (68900.410000 sec): 3 clusters
  Score: Raw -586944.294462 + Penalty 2766.262672 = -584178.031790
  nChanged 43
		SP:Iteration 18Q (68900.570000 sec): 3 clusters
  Score: Raw -586962.761546 + Penalty 2766.262672 = -584196.498874
  nChanged 45
		SP:Iteration 19Q (68900.760000 sec): 3 clusters
  Score: Raw -586979.432432 + Penalty 2766.262672 = -584213.169760
  nChanged 36
		SP:Iteration 20F (68900.960000 sec): 3 clusters
  Score: Raw -586992.486464 + Penalty 2766.262672 = -584226.223792
  nChanged 44
		SP:Iteration 21Q (68901.130000 sec): 3 clusters
  Score: Raw -587008.149834 + Penalty 2766.262672 = -584241.887162
  nChanged 30
		SP:Iteration 22Q (68901.350000 sec): 3 clusters
  Score: Raw -587018.146339 + Penalty 2766.262672 = -584251.883667
  nChanged 29
		SP:Iteration 23Q (68901.520000 sec): 3 clusters
  Score: Raw -587026.825789 + Penalty 2766.262672 = -584260.563116
  nChanged 25
		SP:Iteration 24Q (68901.710000 sec): 3 clusters
  Score: Raw -587033.259015 + Penalty 2766.262672 = -584266.996343
  nChanged 17
		SP:Iteration 25Q (68901.930000 sec): 3 clusters
  Score: Raw -587036.993537 + Penalty 2766.262672 = -584270.730865
  nChanged 9
		SP:Iteration 26Q (68902.090000 sec): 3 clusters
  Score: Raw -587039.011817 + Penalty 2766.262672 = -584272.749145
  nChanged 7
		SP:Iteration 27Q (68902.270000 sec): 3 clusters
  Score: Raw -587040.714606 + Penalty 2766.262672 = -584274.451934
  nChanged 6
		SP:Iteration 28Q (68902.460000 sec): 3 clusters
  Score: Raw -587042.136291 + Penalty 2766.262672 = -584275.873619
  nChanged 5
		SP:Iteration 29Q (68902.640000 sec): 3 clusters
  Score: Raw -587043.341563 + Penalty 2766.262672 = -584277.078891
  nChanged 5
		SP:Iteration 30Q (68902.810000 sec): 3 clusters
  Score: Raw -587043.988594 + Penalty 2766.262672 = -584277.725922
  nChanged 5
		SP:Iteration 31Q (68903.020000 sec): 3 clusters
  Score: Raw -587044.909386 + Penalty 2766.262672 = -584278.646714
  nChanged 3
		SP:Iteration 32Q (68903.180000 sec): 3 clusters
  Score: Raw -587045.600418 + Penalty 2766.262672 = -584279.337746
  nChanged 2
		SP:Iteration 33Q (68903.380000 sec): 3 clusters
  Score: Raw -587046.153209 + Penalty 2766.262672 = -584279.890537
  nChanged 0
		SP:Iteration 34F (68903.610000 sec): 3 clusters
  Score: Raw -587046.153209 + Penalty 2766.262672 = -584279.890537
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68903.710000 sec): 2 clusters
  Score: Raw -57005.691752 + Penalty 1022.980725 = -55982.711027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68903.880000 sec): 3 clusters
  Score: Raw -57022.306079 + Penalty 2045.961450 = -54976.344628
  nChanged 169
		SP:Iteration 1F (68904.100000 sec): 3 clusters
  Score: Raw -57349.403869 + Penalty 2045.961450 = -55303.442419
  nChanged 44
		SP:Iteration 2F (68904.280000 sec): 3 clusters
  Score: Raw -57470.689492 + Penalty 2045.961450 = -55424.728041
  nChanged 26
		SP:Iteration 3Q (68904.420000 sec): 3 clusters
  Score: Raw -57531.520009 + Penalty 2045.961450 = -55485.558558
  nChanged 13
		SP:Iteration 4Q (68904.600000 sec): 3 clusters
  Score: Raw -57553.270543 + Penalty 2045.961450 = -55507.309093
  nChanged 9
		SP:Iteration 5Q (68904.770000 sec): 3 clusters
  Score: Raw -57569.421954 + Penalty 2045.961450 = -55523.460504
  nChanged 7
		SP:Iteration 6Q (68904.950000 sec): 3 clusters
  Score: Raw -57585.113407 + Penalty 2045.961450 = -55539.151957
  nChanged 8
		SP:Iteration 7Q (68905.170000 sec): 3 clusters
  Score: Raw -57598.011701 + Penalty 2045.961450 = -55552.050251
  nChanged 5
		SP:Iteration 8Q (68905.360000 sec): 3 clusters
  Score: Raw -57606.442142 + Penalty 2045.961450 = -55560.480691
  nChanged 6
		SP:Iteration 9Q (68905.490000 sec): 3 clusters
  Score: Raw -57619.906529 + Penalty 2045.961450 = -55573.945079
  nChanged 9
		SP:Iteration 10Q (68905.670000 sec): 3 clusters
  Score: Raw -57637.021567 + Penalty 2045.961450 = -55591.060116
  nChanged 9
		SP:Iteration 11Q (68905.850000 sec): 3 clusters
  Score: Raw -57655.903373 + Penalty 2045.961450 = -55609.941922
  nChanged 7
		SP:Iteration 12Q (68906.020000 sec): 3 clusters
  Score: Raw -57677.123733 + Penalty 2045.961450 = -55631.162283
  nChanged 13
		SP:Iteration 13Q (68906.240000 sec): 3 clusters
  Score: Raw -57710.941328 + Penalty 2045.961450 = -55664.979877
  nChanged 6
		SP:Iteration 14Q (68906.420000 sec): 3 clusters
  Score: Raw -57723.388810 + Penalty 2045.961450 = -55677.427360
  nChanged 9
		SP:Iteration 15Q (68906.540000 sec): 3 clusters
  Score: Raw -57742.550282 + Penalty 2045.961450 = -55696.588832
  nChanged 9
		SP:Iteration 16Q (68906.730000 sec): 3 clusters
  Score: Raw -57762.784967 + Penalty 2045.961450 = -55716.823516
  nChanged 11
		SP:Iteration 17Q (68906.900000 sec): 3 clusters
  Score: Raw -57823.128703 + Penalty 2045.961450 = -55777.167253
  nChanged 9
		SP:Iteration 18Q (68907.080000 sec): 3 clusters
  Score: Raw -57868.929890 + Penalty 2045.961450 = -55822.968440
  nChanged 5
		SP:Iteration 19Q (68907.230000 sec): 3 clusters
  Score: Raw -57891.714317 + Penalty 2045.961450 = -55845.752867
  nChanged 3
		SP:Iteration 20F (68907.410000 sec): 3 clusters
  Score: Raw -57914.615085 + Penalty 2045.961450 = -55868.653635
  nChanged 5
		SP:Iteration 21Q (68907.610000 sec): 3 clusters
  Score: Raw -57985.140813 + Penalty 2045.961450 = -55939.179362
  nChanged 5
		SP:Iteration 22Q (68907.810000 sec): 3 clusters
  Score: Raw -57998.999376 + Penalty 2045.961450 = -55953.037926
  nChanged 6
		SP:Iteration 23Q (68907.960000 sec): 3 clusters
  Score: Raw -58013.931074 + Penalty 2045.961450 = -55967.969623
  nChanged 4
		SP:Iteration 24Q (68908.150000 sec): 3 clusters
  Score: Raw -58019.190309 + Penalty 2045.961450 = -55973.228858
  nChanged 0
		SP:Iteration 25F (68908.320000 sec): 3 clusters
  Score: Raw -58019.190309 + Penalty 2045.961450 = -55973.228858
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (1269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68908.450000 sec): 2 clusters
  Score: Raw -139997.686760 + Penalty 1161.222476 = -138836.464284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68908.600000 sec): 3 clusters
  Score: Raw -139533.905312 + Penalty 2322.444952 = -137211.460360
  nChanged 430
		SP:Iteration 1F (68908.760000 sec): 3 clusters
  Score: Raw -139923.620959 + Penalty 2322.444952 = -137601.176007
  nChanged 120
		SP:Iteration 2F (68908.940000 sec): 3 clusters
  Score: Raw -140081.175327 + Penalty 2322.444952 = -137758.730375
  nChanged 83
		SP:Iteration 3F (68909.110000 sec): 3 clusters
  Score: Raw -140207.097984 + Penalty 2322.444952 = -137884.653032
  nChanged 76
		SP:Iteration 4F (68909.280000 sec): 3 clusters
  Score: Raw -140349.902128 + Penalty 2322.444952 = -138027.457176
  nChanged 72
		SP:Iteration 5F (68909.420000 sec): 3 clusters
  Score: Raw -140511.389806 + Penalty 2322.444952 = -138188.944854
  nChanged 74
		SP:Iteration 6F (68909.610000 sec): 3 clusters
  Score: Raw -140765.674518 + Penalty 2322.444952 = -138443.229566
  nChanged 73
		SP:Iteration 7F (68909.760000 sec): 3 clusters
  Score: Raw -141028.931033 + Penalty 2322.444952 = -138706.486081
  nChanged 63
		SP:Iteration 8Q (68909.970000 sec): 3 clusters
  Score: Raw -141335.540199 + Penalty 2322.444952 = -139013.095247
  nChanged 54
		SP:Iteration 9Q (68910.140000 sec): 3 clusters
  Score: Raw -141990.850171 + Penalty 2322.444952 = -139668.405219
  nChanged 42
		SP:Iteration 10Q (68910.320000 sec): 3 clusters
  Score: Raw -142489.603998 + Penalty 2322.444952 = -140167.159046
  nChanged 25
		SP:Iteration 11Q (68910.470000 sec): 3 clusters
  Score: Raw -142621.236485 + Penalty 2322.444952 = -140298.791533
  nChanged 16
		SP:Iteration 12Q (68910.620000 sec): 3 clusters
  Score: Raw -142652.346357 + Penalty 2322.444952 = -140329.901405
  nChanged 6
		SP:Iteration 13Q (68910.790000 sec): 3 clusters
  Score: Raw -142668.172483 + Penalty 2322.444952 = -140345.727531
  nChanged 5
		SP:Iteration 14Q (68910.960000 sec): 3 clusters
  Score: Raw -142672.625353 + Penalty 2322.444952 = -140350.180401
  nChanged 3
		SP:Iteration 15Q (68911.130000 sec): 3 clusters
  Score: Raw -142677.891291 + Penalty 2322.444952 = -140355.446339
  nChanged 6
		SP:Iteration 16Q (68911.340000 sec): 3 clusters
  Score: Raw -142687.130852 + Penalty 2322.444952 = -140364.685900
  nChanged 5
		SP:Iteration 17Q (68911.520000 sec): 3 clusters
  Score: Raw -142707.421038 + Penalty 2322.444952 = -140384.976086
  nChanged 11
		SP:Iteration 18Q (68911.710000 sec): 3 clusters
  Score: Raw -142728.768274 + Penalty 2322.444952 = -140406.323322
  nChanged 13
		SP:Iteration 19Q (68911.920000 sec): 3 clusters
  Score: Raw -142759.605201 + Penalty 2322.444952 = -140437.160249
  nChanged 13
		SP:Iteration 20F (68912.110000 sec): 3 clusters
  Score: Raw -142841.858994 + Penalty 2322.444952 = -140519.414042
  nChanged 38
		SP:Iteration 21Q (68912.270000 sec): 3 clusters
  Score: Raw -143051.661419 + Penalty 2322.444952 = -140729.216467
  nChanged 19
		SP:Iteration 22Q (68912.460000 sec): 3 clusters
  Score: Raw -143161.731027 + Penalty 2322.444952 = -140839.286075
  nChanged 3
		SP:Iteration 23Q (68912.630000 sec): 3 clusters
  Score: Raw -143171.112416 + Penalty 2322.444952 = -140848.667464
  nChanged 2
		SP:Iteration 24Q (68912.760000 sec): 3 clusters
  Score: Raw -143175.526163 + Penalty 2322.444952 = -140853.081211
  nChanged 0
		SP:Iteration 25F (68912.970000 sec): 3 clusters
  Score: Raw -143175.526163 + Penalty 2322.444952 = -140853.081211
  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 6.54 GB.

 Trying to split cluster 18 (5299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68913.090000 sec): 2 clusters
  Score: Raw -627433.285799 + Penalty 1393.481928 = -626039.803871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68913.270000 sec): 3 clusters
  Score: Raw -624720.779878 + Penalty 2786.963856 = -621933.816023
  nChanged 2150
		SP:Iteration 1F (68913.500000 sec): 3 clusters
  Score: Raw -625902.750454 + Penalty 2786.963856 = -623115.786598
  nChanged 379
		SP:Iteration 2F (68913.660000 sec): 3 clusters
  Score: Raw -626125.000082 + Penalty 2786.963856 = -623338.036226
  nChanged 302
		SP:Iteration 3F (68913.890000 sec): 3 clusters
  Score: Raw -626300.603600 + Penalty 2786.963856 = -623513.639744
  nChanged 244
		SP:Iteration 4Q (68914.100000 sec): 3 clusters
  Score: Raw -626468.163953 + Penalty 2786.963856 = -623681.200097
  nChanged 238
		SP:Iteration 5Q (68914.280000 sec): 3 clusters
  Score: Raw -626661.709854 + Penalty 2786.963856 = -623874.745999
  nChanged 229
		SP:Iteration 6Q (68914.490000 sec): 3 clusters
  Score: Raw -626837.778020 + Penalty 2786.963856 = -624050.814164
  nChanged 227
		SP:Iteration 7Q (68914.660000 sec): 3 clusters
  Score: Raw -626970.399804 + Penalty 2786.963856 = -624183.435948
  nChanged 217
		SP:Iteration 8Q (68914.870000 sec): 3 clusters
  Score: Raw -627101.633812 + Penalty 2786.963856 = -624314.669957
  nChanged 208
		SP:Iteration 9Q (68915.080000 sec): 3 clusters
  Score: Raw -627233.066496 + Penalty 2786.963856 = -624446.102640
  nChanged 221
		SP:Iteration 10Q (68915.260000 sec): 3 clusters
  Score: Raw -627378.585759 + Penalty 2786.963856 = -624591.621903
  nChanged 220
		SP:Iteration 11Q (68915.450000 sec): 3 clusters
  Score: Raw -627527.092894 + Penalty 2786.963856 = -624740.129038
  nChanged 233
		SP:Iteration 12Q (68915.630000 sec): 3 clusters
  Score: Raw -627688.574974 + Penalty 2786.963856 = -624901.611118
  nChanged 209
		SP:Iteration 13Q (68915.800000 sec): 3 clusters
  Score: Raw -627827.755561 + Penalty 2786.963856 = -625040.791705
  nChanged 156
		SP:Iteration 14Q (68916.030000 sec): 3 clusters
  Score: Raw -627925.519942 + Penalty 2786.963856 = -625138.556086
  nChanged 133
		SP:Iteration 15Q (68916.180000 sec): 3 clusters
  Score: Raw -628010.315244 + Penalty 2786.963856 = -625223.351388
  nChanged 108
		SP:Iteration 16Q (68916.370000 sec): 3 clusters
  Score: Raw -628070.667861 + Penalty 2786.963856 = -625283.704005
  nChanged 68
		SP:Iteration 17Q (68916.570000 sec): 3 clusters
  Score: Raw -628104.798422 + Penalty 2786.963856 = -625317.834566
  nChanged 48
		SP:Iteration 18Q (68916.770000 sec): 3 clusters
  Score: Raw -628126.855773 + Penalty 2786.963856 = -625339.891918
  nChanged 39
		SP:Iteration 19Q (68916.970000 sec): 3 clusters
  Score: Raw -628143.819552 + Penalty 2786.963856 = -625356.855696
  nChanged 33
		SP:Iteration 20F (68917.130000 sec): 3 clusters
  Score: Raw -628158.441449 + Penalty 2786.963856 = -625371.477594
  nChanged 30
		SP:Iteration 21Q (68917.300000 sec): 3 clusters
  Score: Raw -628172.893188 + Penalty 2786.963856 = -625385.929332
  nChanged 34
		SP:Iteration 22Q (68917.480000 sec): 3 clusters
  Score: Raw -628188.895334 + Penalty 2786.963856 = -625401.931478
  nChanged 29
		SP:Iteration 23Q (68917.660000 sec): 3 clusters
  Score: Raw -628204.548240 + Penalty 2786.963856 = -625417.584385
  nChanged 19
		SP:Iteration 24Q (68917.810000 sec): 3 clusters
  Score: Raw -628212.855809 + Penalty 2786.963856 = -625425.891953
  nChanged 20
		SP:Iteration 25Q (68918.020000 sec): 3 clusters
  Score: Raw -628220.251549 + Penalty 2786.963856 = -625433.287693
  nChanged 18
		SP:Iteration 26Q (68918.220000 sec): 3 clusters
  Score: Raw -628230.013901 + Penalty 2786.963856 = -625443.050046
  nChanged 16
		SP:Iteration 27Q (68918.420000 sec): 3 clusters
  Score: Raw -628238.831799 + Penalty 2786.963856 = -625451.867943
  nChanged 13
		SP:Iteration 28Q (68918.580000 sec): 3 clusters
  Score: Raw -628255.423769 + Penalty 2786.963856 = -625468.459914
  nChanged 23
		SP:Iteration 29Q (68918.790000 sec): 3 clusters
  Score: Raw -628273.037721 + Penalty 2786.963856 = -625486.073865
  nChanged 26
		SP:Iteration 30Q (68918.980000 sec): 3 clusters
  Score: Raw -628290.624834 + Penalty 2786.963856 = -625503.660978
  nChanged 18
		SP:Iteration 31Q (68919.160000 sec): 3 clusters
  Score: Raw -628305.557515 + Penalty 2786.963856 = -625518.593659
  nChanged 19
		SP:Iteration 32Q (68919.370000 sec): 3 clusters
  Score: Raw -628323.263573 + Penalty 2786.963856 = -625536.299717
  nChanged 23
		SP:Iteration 33Q (68919.540000 sec): 3 clusters
  Score: Raw -628342.860230 + Penalty 2786.963856 = -625555.896375
  nChanged 23
		SP:Iteration 34Q (68919.720000 sec): 3 clusters
  Score: Raw -628366.583648 + Penalty 2786.963856 = -625579.619792
  nChanged 22
		SP:Iteration 35Q (68919.930000 sec): 3 clusters
  Score: Raw -628383.204033 + Penalty 2786.963856 = -625596.240178
  nChanged 17
		SP:Iteration 36Q (68920.100000 sec): 3 clusters
  Score: Raw -628390.740522 + Penalty 2786.963856 = -625603.776666
  nChanged 11
		SP:Iteration 37Q (68920.280000 sec): 3 clusters
  Score: Raw -628400.945883 + Penalty 2786.963856 = -625613.982028
  nChanged 13
		SP:Iteration 38Q (68920.500000 sec): 3 clusters
  Score: Raw -628411.520878 + Penalty 2786.963856 = -625624.557023
  nChanged 15
		SP:Iteration 39Q (68920.700000 sec): 3 clusters
  Score: Raw -628419.828134 + Penalty 2786.963856 = -625632.864279
  nChanged 8
		SP:Iteration 40F (68920.910000 sec): 3 clusters
  Score: Raw -628424.200167 + Penalty 2786.963856 = -625637.236311
  nChanged 9
		SP:Iteration 41Q (68921.060000 sec): 3 clusters
  Score: Raw -628429.370345 + Penalty 2786.963856 = -625642.406490
  nChanged 8
		SP:Iteration 42Q (68921.260000 sec): 3 clusters
  Score: Raw -628434.593166 + Penalty 2786.963856 = -625647.629310
  nChanged 6
		SP:Iteration 43Q (68921.470000 sec): 3 clusters
  Score: Raw -628438.507401 + Penalty 2786.963856 = -625651.543545
  nChanged 6
		SP:Iteration 44Q (68921.680000 sec): 3 clusters
  Score: Raw -628441.908267 + Penalty 2786.963856 = -625654.944411
  nChanged 6
		SP:Iteration 45Q (68921.870000 sec): 3 clusters
  Score: Raw -628445.049822 + Penalty 2786.963856 = -625658.085967
  nChanged 6
		SP:Iteration 46Q (68922.030000 sec): 3 clusters
  Score: Raw -628447.316872 + Penalty 2786.963856 = -625660.353016
  nChanged 1
		SP:Iteration 47Q (68922.230000 sec): 3 clusters
  Score: Raw -628447.633127 + Penalty 2786.963856 = -625660.669271
  nChanged 1
		SP:Iteration 48Q (68922.420000 sec): 3 clusters
  Score: Raw -628447.925647 + Penalty 2786.963856 = -625660.961792
  nChanged 0
		SP:Iteration 49F (68922.620000 sec): 3 clusters
  Score: Raw -628447.925647 + Penalty 2786.963856 = -625660.961792
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (24082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68922.850000 sec): 2 clusters
  Score: Raw -2847345.913950 + Penalty 1639.498242 = -2845706.415708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68923.110000 sec): 3 clusters
  Score: Raw -2832649.372724 + Penalty 3278.996485 = -2829370.376239
  nChanged 10983
		SP:Iteration 1F (68923.390000 sec): 3 clusters
  Score: Raw -2839207.421542 + Penalty 3278.996485 = -2835928.425058
  nChanged 1641
		SP:Iteration 2F (68923.710000 sec): 3 clusters
  Score: Raw -2840485.309000 + Penalty 3278.996485 = -2837206.312515
  nChanged 1798
		SP:Iteration 3F (68924.000000 sec): 3 clusters
  Score: Raw -2842038.878524 + Penalty 3278.996485 = -2838759.882039
  nChanged 1831
		SP:Iteration 4F (68924.300000 sec): 3 clusters
  Score: Raw -2843722.235467 + Penalty 3278.996485 = -2840443.238982
  nChanged 1749
		SP:Iteration 5F (68924.600000 sec): 3 clusters
  Score: Raw -2845599.661266 + Penalty 3278.996485 = -2842320.664781
  nChanged 1607
		SP:Iteration 6F (68924.840000 sec): 3 clusters
  Score: Raw -2847445.240012 + Penalty 3278.996485 = -2844166.243527
  nChanged 1259
		SP:Iteration 7F (68925.120000 sec): 3 clusters
  Score: Raw -2848835.324453 + Penalty 3278.996485 = -2845556.327969
  nChanged 880
		SP:Iteration 8Q (68925.400000 sec): 3 clusters
  Score: Raw -2849591.579314 + Penalty 3278.996485 = -2846312.582830
  nChanged 662
		SP:Iteration 9Q (68925.710000 sec): 3 clusters
  Score: Raw -2849980.355367 + Penalty 3278.996485 = -2846701.358882
  nChanged 449
		SP:Iteration 10Q (68926.000000 sec): 3 clusters
  Score: Raw -2850186.400059 + Penalty 3278.996485 = -2846907.403574
  nChanged 350
		SP:Iteration 11Q (68926.270000 sec): 3 clusters
  Score: Raw -2850339.073170 + Penalty 3278.996485 = -2847060.076685
  nChanged 292
		SP:Iteration 12Q (68926.560000 sec): 3 clusters
  Score: Raw -2850446.933367 + Penalty 3278.996485 = -2847167.936883
  nChanged 225
		SP:Iteration 13Q (68926.880000 sec): 3 clusters
  Score: Raw -2850528.373253 + Penalty 3278.996485 = -2847249.376768
  nChanged 187
		SP:Iteration 14Q (68927.160000 sec): 3 clusters
  Score: Raw -2850595.101588 + Penalty 3278.996485 = -2847316.105103
  nChanged 165
		SP:Iteration 15Q (68927.460000 sec): 3 clusters
  Score: Raw -2850659.015844 + Penalty 3278.996485 = -2847380.019359
  nChanged 173
		SP:Iteration 16Q (68927.790000 sec): 3 clusters
  Score: Raw -2850758.755378 + Penalty 3278.996485 = -2847479.758893
  nChanged 204
		SP:Iteration 17Q (68928.090000 sec): 3 clusters
  Score: Raw -2850899.552599 + Penalty 3278.996485 = -2847620.556115
  nChanged 220
		SP:Iteration 18Q (68928.350000 sec): 3 clusters
  Score: Raw -2851034.221449 + Penalty 3278.996485 = -2847755.224965
  nChanged 192
		SP:Iteration 19Q (68928.680000 sec): 3 clusters
  Score: Raw -2851134.761022 + Penalty 3278.996485 = -2847855.764537
  nChanged 178
		SP:Iteration 20F (68928.980000 sec): 3 clusters
  Score: Raw -2851217.312601 + Penalty 3278.996485 = -2847938.316116
  nChanged 169
		SP:Iteration 21Q (68929.280000 sec): 3 clusters
  Score: Raw -2851301.490194 + Penalty 3278.996485 = -2848022.493709
  nChanged 173
		SP:Iteration 22Q (68929.540000 sec): 3 clusters
  Score: Raw -2851388.014345 + Penalty 3278.996485 = -2848109.017861
  nChanged 172
		SP:Iteration 23Q (68929.830000 sec): 3 clusters
  Score: Raw -2851495.894342 + Penalty 3278.996485 = -2848216.897858
  nChanged 179
		SP:Iteration 24Q (68930.120000 sec): 3 clusters
  Score: Raw -2851611.194836 + Penalty 3278.996485 = -2848332.198351
  nChanged 157
		SP:Iteration 25Q (68930.410000 sec): 3 clusters
  Score: Raw -2851691.717690 + Penalty 3278.996485 = -2848412.721206
  nChanged 123
		SP:Iteration 26Q (68930.760000 sec): 3 clusters
  Score: Raw -2851745.330101 + Penalty 3278.996485 = -2848466.333616
  nChanged 114
		SP:Iteration 27Q (68931.020000 sec): 3 clusters
  Score: Raw -2851789.746674 + Penalty 3278.996485 = -2848510.750189
  nChanged 77
		SP:Iteration 28Q (68931.320000 sec): 3 clusters
  Score: Raw -2851812.241542 + Penalty 3278.996485 = -2848533.245057
  nChanged 62
		SP:Iteration 29Q (68931.620000 sec): 3 clusters
  Score: Raw -2851825.028947 + Penalty 3278.996485 = -2848546.032463
  nChanged 44
		SP:Iteration 30Q (68931.900000 sec): 3 clusters
  Score: Raw -2851832.890381 + Penalty 3278.996485 = -2848553.893896
  nChanged 31
		SP:Iteration 31Q (68932.180000 sec): 3 clusters
  Score: Raw -2851837.614322 + Penalty 3278.996485 = -2848558.617838
  nChanged 21
		SP:Iteration 32Q (68932.470000 sec): 3 clusters
  Score: Raw -2851839.337207 + Penalty 3278.996485 = -2848560.340722
  nChanged 12
		SP:Iteration 33Q (68932.780000 sec): 3 clusters
  Score: Raw -2851841.084180 + Penalty 3278.996485 = -2848562.087695
  nChanged 8
		SP:Iteration 34Q (68933.060000 sec): 3 clusters
  Score: Raw -2851842.031848 + Penalty 3278.996485 = -2848563.035364
  nChanged 10
		SP:Iteration 35Q (68933.380000 sec): 3 clusters
  Score: Raw -2851843.102998 + Penalty 3278.996485 = -2848564.106513
  nChanged 8
		SP:Iteration 36Q (68933.720000 sec): 3 clusters
  Score: Raw -2851843.681264 + Penalty 3278.996485 = -2848564.684780
  nChanged 4
		SP:Iteration 37Q (68933.990000 sec): 3 clusters
  Score: Raw -2851844.067815 + Penalty 3278.996485 = -2848565.071331
  nChanged 4
		SP:Iteration 38Q (68934.220000 sec): 3 clusters
  Score: Raw -2851844.321714 + Penalty 3278.996485 = -2848565.325229
  nChanged 2
		SP:Iteration 39Q (68934.500000 sec): 3 clusters
  Score: Raw -2851844.630859 + Penalty 3278.996485 = -2848565.634374
  nChanged 5
		SP:Iteration 40F (68934.830000 sec): 3 clusters
  Score: Raw -2851845.468182 + Penalty 3278.996485 = -2848566.471697
  nChanged 5
		SP:Iteration 41Q (68935.140000 sec): 3 clusters
  Score: Raw -2851846.074369 + Penalty 3278.996485 = -2848567.077884
  nChanged 7
		SP:Iteration 42Q (68935.440000 sec): 3 clusters
  Score: Raw -2851846.996726 + Penalty 3278.996485 = -2848568.000242
  nChanged 7
		SP:Iteration 43Q (68935.750000 sec): 3 clusters
  Score: Raw -2851847.774935 + Penalty 3278.996485 = -2848568.778450
  nChanged 5
		SP:Iteration 44Q (68936.020000 sec): 3 clusters
  Score: Raw -2851848.478380 + Penalty 3278.996485 = -2848569.481896
  nChanged 4
		SP:Iteration 45Q (68936.260000 sec): 3 clusters
  Score: Raw -2851849.120002 + Penalty 3278.996485 = -2848570.123517
  nChanged 7
		SP:Iteration 46Q (68936.520000 sec): 3 clusters
  Score: Raw -2851850.042494 + Penalty 3278.996485 = -2848571.046010
  nChanged 10
		SP:Iteration 47Q (68936.780000 sec): 3 clusters
  Score: Raw -2851851.274596 + Penalty 3278.996485 = -2848572.278111
  nChanged 8
		SP:Iteration 48Q (68937.040000 sec): 3 clusters
  Score: Raw -2851852.608233 + Penalty 3278.996485 = -2848573.611749
  nChanged 12
		SP:Iteration 49Q (68937.320000 sec): 3 clusters
  Score: Raw -2851854.116604 + Penalty 3278.996485 = -2848575.120119
  nChanged 15
		SP:Iteration 50Q (68937.620000 sec): 3 clusters
  Score: Raw -2851856.398261 + Penalty 3278.996485 = -2848577.401777
  nChanged 21
		SP:Iteration 51Q (68937.860000 sec): 3 clusters
  Score: Raw -2851860.427850 + Penalty 3278.996485 = -2848581.431366
  nChanged 30
		SP:Iteration 52Q (68938.150000 sec): 3 clusters
  Score: Raw -2851865.720408 + Penalty 3278.996485 = -2848586.723924
  nChanged 27
		SP:Iteration 53Q (68938.380000 sec): 3 clusters
  Score: Raw -2851871.851039 + Penalty 3278.996485 = -2848592.854555
  nChanged 38
		SP:Iteration 54Q (68938.660000 sec): 3 clusters
  Score: Raw -2851880.606834 + Penalty 3278.996485 = -2848601.610349
  nChanged 42
		SP:Iteration 55Q (68938.930000 sec): 3 clusters
  Score: Raw -2851893.696278 + Penalty 3278.996485 = -2848614.699793
  nChanged 48
		SP:Iteration 56Q (68939.220000 sec): 3 clusters
  Score: Raw -2851911.644508 + Penalty 3278.996485 = -2848632.648023
  nChanged 57
		SP:Iteration 57Q (68939.540000 sec): 3 clusters
  Score: Raw -2851932.182429 + Penalty 3278.996485 = -2848653.185944
  nChanged 64
		SP:Iteration 58Q (68939.840000 sec): 3 clusters
  Score: Raw -2851956.868790 + Penalty 3278.996485 = -2848677.872306
  nChanged 66
		SP:Iteration 59Q (68940.100000 sec): 3 clusters
  Score: Raw -2851978.989590 + Penalty 3278.996485 = -2848699.993105
  nChanged 72
		SP:Iteration 60F (68940.410000 sec): 3 clusters
  Score: Raw -2852003.660984 + Penalty 3278.996485 = -2848724.664499
  nChanged 82
		SP:Iteration 61Q (68940.740000 sec): 3 clusters
  Score: Raw -2852030.210005 + Penalty 3278.996485 = -2848751.213520
  nChanged 78
		SP:Iteration 62Q (68941.020000 sec): 3 clusters
  Score: Raw -2852050.062936 + Penalty 3278.996485 = -2848771.066451
  nChanged 63
		SP:Iteration 63Q (68941.340000 sec): 3 clusters
  Score: Raw -2852066.474661 + Penalty 3278.996485 = -2848787.478176
  nChanged 74
		SP:Iteration 64Q (68941.620000 sec): 3 clusters
  Score: Raw -2852084.774473 + Penalty 3278.996485 = -2848805.777988
  nChanged 65
		SP:Iteration 65Q (68941.910000 sec): 3 clusters
  Score: Raw -2852098.296317 + Penalty 3278.996485 = -2848819.299833
  nChanged 61
		SP:Iteration 66Q (68942.200000 sec): 3 clusters
  Score: Raw -2852109.207302 + Penalty 3278.996485 = -2848830.210817
  nChanged 47
		SP:Iteration 67Q (68942.440000 sec): 3 clusters
  Score: Raw -2852116.077225 + Penalty 3278.996485 = -2848837.080741
  nChanged 42
		SP:Iteration 68Q (68942.710000 sec): 3 clusters
  Score: Raw -2852122.447710 + Penalty 3278.996485 = -2848843.451225
  nChanged 35
		SP:Iteration 69Q (68942.970000 sec): 3 clusters
  Score: Raw -2852127.441435 + Penalty 3278.996485 = -2848848.444950
  nChanged 23
		SP:Iteration 70Q (68943.260000 sec): 3 clusters
  Score: Raw -2852129.824522 + Penalty 3278.996485 = -2848850.828037
  nChanged 13
		SP:Iteration 71Q (68943.510000 sec): 3 clusters
  Score: Raw -2852130.840847 + Penalty 3278.996485 = -2848851.844362
  nChanged 8
		SP:Iteration 72Q (68943.770000 sec): 3 clusters
  Score: Raw -2852131.443743 + Penalty 3278.996485 = -2848852.447259
  nChanged 6
		SP:Iteration 73Q (68944.020000 sec): 3 clusters
  Score: Raw -2852131.995047 + Penalty 3278.996485 = -2848852.998563
  nChanged 2
		SP:Iteration 74Q (68944.330000 sec): 3 clusters
  Score: Raw -2852132.159964 + Penalty 3278.996485 = -2848853.163479
  nChanged 3
		SP:Iteration 75Q (68944.600000 sec): 3 clusters
  Score: Raw -2852132.349452 + Penalty 3278.996485 = -2848853.352967
  nChanged 3
		SP:Iteration 76Q (68944.890000 sec): 3 clusters
  Score: Raw -2852132.497825 + Penalty 3278.996485 = -2848853.501341
  nChanged 5
		SP:Iteration 77Q (68945.160000 sec): 3 clusters
  Score: Raw -2852132.963390 + Penalty 3278.996485 = -2848853.966905
  nChanged 6
		SP:Iteration 78Q (68945.440000 sec): 3 clusters
  Score: Raw -2852133.317800 + Penalty 3278.996485 = -2848854.321316
  nChanged 2
		SP:Iteration 79Q (68945.720000 sec): 3 clusters
  Score: Raw -2852133.443749 + Penalty 3278.996485 = -2848854.447265
  nChanged 2
		SP:Iteration 80F (68945.970000 sec): 3 clusters
  Score: Raw -2852133.584758 + Penalty 3278.996485 = -2848854.588274
  nChanged 3
		SP:Iteration 81Q (68946.250000 sec): 3 clusters
  Score: Raw -2852133.797929 + Penalty 3278.996485 = -2848854.801445
  nChanged 2
		SP:Iteration 82Q (68946.510000 sec): 3 clusters
  Score: Raw -2852133.894749 + Penalty 3278.996485 = -2848854.898264
  nChanged 2
		SP:Iteration 83Q (68946.800000 sec): 3 clusters
  Score: Raw -2852134.049994 + Penalty 3278.996485 = -2848855.053509
  nChanged 2
		SP:Iteration 84Q (68947.000000 sec): 3 clusters
  Score: Raw -2852134.147244 + Penalty 3278.996485 = -2848855.150759
  nChanged 2
		SP:Iteration 85Q (68947.260000 sec): 3 clusters
  Score: Raw -2852134.238603 + Penalty 3278.996485 = -2848855.242118
  nChanged 0
		SP:Iteration 86F (68947.560000 sec): 3 clusters
  Score: Raw -2852134.238603 + Penalty 3278.996485 = -2848855.242118
  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 6.54 GB.

 Trying to split cluster 20 (6898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68947.700000 sec): 2 clusters
  Score: Raw -789170.661231 + Penalty 1436.335354 = -787734.325877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68947.890000 sec): 3 clusters
  Score: Raw -785493.706044 + Penalty 2872.670708 = -782621.035336
  nChanged 2850
		SP:Iteration 1F (68948.100000 sec): 3 clusters
  Score: Raw -787581.045194 + Penalty 2872.670708 = -784708.374486
  nChanged 748
		SP:Iteration 2F (68948.290000 sec): 3 clusters
  Score: Raw -788585.126372 + Penalty 2872.670708 = -785712.455664
  nChanged 785
		SP:Iteration 3F (68948.480000 sec): 3 clusters
  Score: Raw -789740.368873 + Penalty 2872.670708 = -786867.698165
  nChanged 602
		SP:Iteration 4F (68948.680000 sec): 3 clusters
  Score: Raw -790702.035918 + Penalty 2872.670708 = -787829.365210
  nChanged 472
		SP:Iteration 5F (68948.860000 sec): 3 clusters
  Score: Raw -791552.542004 + Penalty 2872.670708 = -788679.871296
  nChanged 320
		SP:Iteration 6Q (68949.050000 sec): 3 clusters
  Score: Raw -792094.233208 + Penalty 2872.670708 = -789221.562500
  nChanged 172
		SP:Iteration 7Q (68949.270000 sec): 3 clusters
  Score: Raw -792334.946711 + Penalty 2872.670708 = -789462.276003
  nChanged 108
		SP:Iteration 8Q (68949.440000 sec): 3 clusters
  Score: Raw -792451.616046 + Penalty 2872.670708 = -789578.945338
  nChanged 61
		SP:Iteration 9Q (68949.640000 sec): 3 clusters
  Score: Raw -792507.651852 + Penalty 2872.670708 = -789634.981144
  nChanged 45
		SP:Iteration 10Q (68949.830000 sec): 3 clusters
  Score: Raw -792539.539371 + Penalty 2872.670708 = -789666.868663
  nChanged 33
		SP:Iteration 11Q (68950.020000 sec): 3 clusters
  Score: Raw -792566.212104 + Penalty 2872.670708 = -789693.541396
  nChanged 32
		SP:Iteration 12Q (68950.210000 sec): 3 clusters
  Score: Raw -792594.464616 + Penalty 2872.670708 = -789721.793908
  nChanged 31
		SP:Iteration 13Q (68950.410000 sec): 3 clusters
  Score: Raw -792630.098517 + Penalty 2872.670708 = -789757.427809
  nChanged 28
		SP:Iteration 14Q (68950.620000 sec): 3 clusters
  Score: Raw -792663.565031 + Penalty 2872.670708 = -789790.894323
  nChanged 32
		SP:Iteration 15Q (68950.810000 sec): 3 clusters
  Score: Raw -792696.126801 + Penalty 2872.670708 = -789823.456093
  nChanged 30
		SP:Iteration 16Q (68951.000000 sec): 3 clusters
  Score: Raw -792719.102966 + Penalty 2872.670708 = -789846.432258
  nChanged 26
		SP:Iteration 17Q (68951.200000 sec): 3 clusters
  Score: Raw -792736.256455 + Penalty 2872.670708 = -789863.585748
  nChanged 17
		SP:Iteration 18Q (68951.420000 sec): 3 clusters
  Score: Raw -792745.277577 + Penalty 2872.670708 = -789872.606869
  nChanged 11
		SP:Iteration 19Q (68951.630000 sec): 3 clusters
  Score: Raw -792749.022904 + Penalty 2872.670708 = -789876.352196
  nChanged 8
		SP:Iteration 20F (68951.840000 sec): 3 clusters
  Score: Raw -792750.682081 + Penalty 2872.670708 = -789878.011373
  nChanged 6
		SP:Iteration 21Q (68952.040000 sec): 3 clusters
  Score: Raw -792751.371855 + Penalty 2872.670708 = -789878.701147
  nChanged 1
		SP:Iteration 22Q (68952.260000 sec): 3 clusters
  Score: Raw -792751.576906 + Penalty 2872.670708 = -789878.906198
  nChanged 1
		SP:Iteration 23Q (68952.460000 sec): 3 clusters
  Score: Raw -792751.805783 + Penalty 2872.670708 = -789879.135075
  nChanged 0
		SP:Iteration 24F (68952.630000 sec): 3 clusters
  Score: Raw -792751.805783 + Penalty 2872.670708 = -789879.135075
  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 6.54 GB.

 Trying to split cluster 21 (999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68952.730000 sec): 2 clusters
  Score: Raw -117724.731205 + Penalty 1122.347652 = -116602.383553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68952.910000 sec): 3 clusters
  Score: Raw -117426.263041 + Penalty 2244.695303 = -115181.567738
  nChanged 274
		SP:Iteration 1F (68953.100000 sec): 3 clusters
  Score: Raw -117653.541767 + Penalty 2244.695303 = -115408.846464
  nChanged 72
		SP:Iteration 2F (68953.310000 sec): 3 clusters
  Score: Raw -117722.940978 + Penalty 2244.695303 = -115478.245675
  nChanged 44
		SP:Iteration 3Q (68953.480000 sec): 3 clusters
  Score: Raw -117767.031327 + Penalty 2244.695303 = -115522.336024
  nChanged 33
		SP:Iteration 4Q (68953.630000 sec): 3 clusters
  Score: Raw -117808.207424 + Penalty 2244.695303 = -115563.512120
  nChanged 33
		SP:Iteration 5Q (68953.820000 sec): 3 clusters
  Score: Raw -117844.693444 + Penalty 2244.695303 = -115599.998141
  nChanged 18
		SP:Iteration 6Q (68954.010000 sec): 3 clusters
  Score: Raw -117857.929105 + Penalty 2244.695303 = -115613.233802
  nChanged 11
		SP:Iteration 7Q (68954.180000 sec): 3 clusters
  Score: Raw -117865.663089 + Penalty 2244.695303 = -115620.967786
  nChanged 9
		SP:Iteration 8Q (68954.310000 sec): 3 clusters
  Score: Raw -117872.250186 + Penalty 2244.695303 = -115627.554883
  nChanged 8
		SP:Iteration 9Q (68954.500000 sec): 3 clusters
  Score: Raw -117884.853018 + Penalty 2244.695303 = -115640.157715
  nChanged 12
		SP:Iteration 10Q (68954.670000 sec): 3 clusters
  Score: Raw -117893.572008 + Penalty 2244.695303 = -115648.876705
  nChanged 10
		SP:Iteration 11Q (68954.860000 sec): 3 clusters
  Score: Raw -117900.036007 + Penalty 2244.695303 = -115655.340704
  nChanged 9
		SP:Iteration 12Q (68955.040000 sec): 3 clusters
  Score: Raw -117908.390554 + Penalty 2244.695303 = -115663.695251
  nChanged 10
		SP:Iteration 13Q (68955.190000 sec): 3 clusters
  Score: Raw -117916.783330 + Penalty 2244.695303 = -115672.088027
  nChanged 6
		SP:Iteration 14Q (68955.320000 sec): 3 clusters
  Score: Raw -117920.703945 + Penalty 2244.695303 = -115676.008642
  nChanged 4
		SP:Iteration 15Q (68955.500000 sec): 3 clusters
  Score: Raw -117923.033632 + Penalty 2244.695303 = -115678.338329
  nChanged 3
		SP:Iteration 16Q (68955.690000 sec): 3 clusters
  Score: Raw -117924.929945 + Penalty 2244.695303 = -115680.234642
  nChanged 0
		SP:Iteration 17F (68955.860000 sec): 3 clusters
  Score: Raw -117924.929945 + Penalty 2244.695303 = -115680.234642
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (5956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68955.970000 sec): 2 clusters
  Score: Raw -694703.087871 + Penalty 1412.475089 = -693290.612782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68956.200000 sec): 3 clusters
  Score: Raw -691549.252625 + Penalty 2824.950178 = -688724.302447
  nChanged 2450
		SP:Iteration 1F (68956.390000 sec): 3 clusters
  Score: Raw -692934.259094 + Penalty 2824.950178 = -690109.308916
  nChanged 450
		SP:Iteration 2F (68956.610000 sec): 3 clusters
  Score: Raw -693265.390575 + Penalty 2824.950178 = -690440.440397
  nChanged 403
		SP:Iteration 3F (68956.830000 sec): 3 clusters
  Score: Raw -693618.131517 + Penalty 2824.950178 = -690793.181339
  nChanged 405
		SP:Iteration 4F (68957.000000 sec): 3 clusters
  Score: Raw -693987.431851 + Penalty 2824.950178 = -691162.481673
  nChanged 394
		SP:Iteration 5F (68957.200000 sec): 3 clusters
  Score: Raw -694389.841247 + Penalty 2824.950178 = -691564.891069
  nChanged 406
		SP:Iteration 6F (68957.410000 sec): 3 clusters
  Score: Raw -694846.917216 + Penalty 2824.950178 = -692021.967038
  nChanged 386
		SP:Iteration 7F (68957.630000 sec): 3 clusters
  Score: Raw -695303.238528 + Penalty 2824.950178 = -692478.288350
  nChanged 328
		SP:Iteration 8F (68957.790000 sec): 3 clusters
  Score: Raw -695675.311346 + Penalty 2824.950178 = -692850.361168
  nChanged 256
		SP:Iteration 9Q (68957.960000 sec): 3 clusters
  Score: Raw -695912.669431 + Penalty 2824.950178 = -693087.719253
  nChanged 169
		SP:Iteration 10Q (68958.150000 sec): 3 clusters
  Score: Raw -696014.571801 + Penalty 2824.950178 = -693189.621623
  nChanged 93
		SP:Iteration 11Q (68958.340000 sec): 3 clusters
  Score: Raw -696059.991203 + Penalty 2824.950178 = -693235.041025
  nChanged 65
		SP:Iteration 12Q (68958.580000 sec): 3 clusters
  Score: Raw -696082.409843 + Penalty 2824.950178 = -693257.459665
  nChanged 43
		SP:Iteration 13Q (68958.750000 sec): 3 clusters
  Score: Raw -696095.381991 + Penalty 2824.950178 = -693270.431813
  nChanged 32
		SP:Iteration 14Q (68958.970000 sec): 3 clusters
  Score: Raw -696106.893100 + Penalty 2824.950178 = -693281.942922
  nChanged 36
		SP:Iteration 15Q (68959.130000 sec): 3 clusters
  Score: Raw -696120.898637 + Penalty 2824.950178 = -693295.948459
  nChanged 37
		SP:Iteration 16Q (68959.330000 sec): 3 clusters
  Score: Raw -696135.554501 + Penalty 2824.950178 = -693310.604323
  nChanged 48
		SP:Iteration 17Q (68959.510000 sec): 3 clusters
  Score: Raw -696160.706280 + Penalty 2824.950178 = -693335.756102
  nChanged 66
		SP:Iteration 18Q (68959.720000 sec): 3 clusters
  Score: Raw -696206.485787 + Penalty 2824.950178 = -693381.535609
  nChanged 93
		SP:Iteration 19Q (68959.890000 sec): 3 clusters
  Score: Raw -696294.857117 + Penalty 2824.950178 = -693469.906939
  nChanged 119
		SP:Iteration 20F (68960.070000 sec): 3 clusters
  Score: Raw -696503.964400 + Penalty 2824.950178 = -693679.014222
  nChanged 192
		SP:Iteration 21Q (68960.250000 sec): 3 clusters
  Score: Raw -697127.940997 + Penalty 2824.950178 = -694302.990819
  nChanged 193
		SP:Iteration 22Q (68960.410000 sec): 3 clusters
  Score: Raw -697919.170390 + Penalty 2824.950178 = -695094.220212
  nChanged 94
		SP:Iteration 23Q (68960.610000 sec): 3 clusters
  Score: Raw -698032.322390 + Penalty 2824.950178 = -695207.372212
  nChanged 48
		SP:Iteration 24Q (68960.800000 sec): 3 clusters
  Score: Raw -698058.787539 + Penalty 2824.950178 = -695233.837361
  nChanged 36
		SP:Iteration 25Q (68961.020000 sec): 3 clusters
  Score: Raw -698077.944104 + Penalty 2824.950178 = -695252.993926
  nChanged 37
		SP:Iteration 26Q (68961.200000 sec): 3 clusters
  Score: Raw -698097.527035 + Penalty 2824.950178 = -695272.576857
  nChanged 29
		SP:Iteration 27Q (68961.420000 sec): 3 clusters
  Score: Raw -698113.366279 + Penalty 2824.950178 = -695288.416101
  nChanged 18
		SP:Iteration 28Q (68961.590000 sec): 3 clusters
  Score: Raw -698120.609762 + Penalty 2824.950178 = -695295.659584
  nChanged 17
		SP:Iteration 29Q (68961.800000 sec): 3 clusters
  Score: Raw -698127.927422 + Penalty 2824.950178 = -695302.977244
  nChanged 26
		SP:Iteration 30Q (68961.990000 sec): 3 clusters
  Score: Raw -698141.035503 + Penalty 2824.950178 = -695316.085325
  nChanged 30
		SP:Iteration 31Q (68962.180000 sec): 3 clusters
  Score: Raw -698161.648869 + Penalty 2824.950178 = -695336.698691
  nChanged 40
		SP:Iteration 32Q (68962.340000 sec): 3 clusters
  Score: Raw -698187.966258 + Penalty 2824.950178 = -695363.016080
  nChanged 38
		SP:Iteration 33Q (68962.560000 sec): 3 clusters
  Score: Raw -698217.332198 + Penalty 2824.950178 = -695392.382020
  nChanged 37
		SP:Iteration 34Q (68962.750000 sec): 3 clusters
  Score: Raw -698254.961088 + Penalty 2824.950178 = -695430.010910
  nChanged 34
		SP:Iteration 35Q (68962.960000 sec): 3 clusters
  Score: Raw -698288.774040 + Penalty 2824.950178 = -695463.823862
  nChanged 32
		SP:Iteration 36Q (68963.140000 sec): 3 clusters
  Score: Raw -698319.534429 + Penalty 2824.950178 = -695494.584251
  nChanged 29
		SP:Iteration 37Q (68963.310000 sec): 3 clusters
  Score: Raw -698345.217853 + Penalty 2824.950178 = -695520.267675
  nChanged 23
		SP:Iteration 38Q (68963.480000 sec): 3 clusters
  Score: Raw -698403.628156 + Penalty 2824.950178 = -695578.677978
  nChanged 29
		SP:Iteration 39Q (68963.670000 sec): 3 clusters
  Score: Raw -698443.085293 + Penalty 2824.950178 = -695618.135115
  nChanged 16
		SP:Iteration 40F (68963.840000 sec): 3 clusters
  Score: Raw -698551.284003 + Penalty 2824.950178 = -695726.333825
  nChanged 49
		SP:Iteration 41Q (68964.030000 sec): 3 clusters
  Score: Raw -698690.570273 + Penalty 2824.950178 = -695865.620095
  nChanged 68
		SP:Iteration 42Q (68964.210000 sec): 3 clusters
  Score: Raw -698985.232735 + Penalty 2824.950178 = -696160.282557
  nChanged 67
		SP:Iteration 43Q (68964.410000 sec): 3 clusters
  Score: Raw -699448.746674 + Penalty 2824.950178 = -696623.796496
  nChanged 36
		SP:Iteration 44Q (68964.580000 sec): 3 clusters
  Score: Raw -699559.431226 + Penalty 2824.950178 = -696734.481048
  nChanged 1
		SP:Iteration 45Q (68964.740000 sec): 3 clusters
  Score: Raw -699559.551466 + Penalty 2824.950178 = -696734.601288
  nChanged 0
		SP:Iteration 46F (68964.910000 sec): 3 clusters
  Score: Raw -699559.551466 + Penalty 2824.950178 = -696734.601288
  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 6.54 GB.

 Trying to split cluster 23 (153571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68965.920000 sec): 2 clusters
  Score: Raw -18950483.595423 + Penalty 1940.561720 = -18948543.033703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68966.880000 sec): 3 clusters
  Score: Raw -18849726.438524 + Penalty 3881.123441 = -18845845.315083
  nChanged 73838
		SP:Iteration 1F (68967.740000 sec): 3 clusters
  Score: Raw -18892637.421817 + Penalty 3881.123441 = -18888756.298376
  nChanged 4048
		SP:Iteration 2Q (68968.580000 sec): 3 clusters
  Score: Raw -18893447.803226 + Penalty 3881.123441 = -18889566.679785
  nChanged 4271
		SP:Iteration 3Q (68969.440000 sec): 3 clusters
  Score: Raw -18894437.837889 + Penalty 3881.123441 = -18890556.714448
  nChanged 4787
		SP:Iteration 4Q (68970.280000 sec): 3 clusters
  Score: Raw -18895796.807252 + Penalty 3881.123441 = -18891915.683811
  nChanged 5438
		SP:Iteration 5Q (68971.100000 sec): 3 clusters
  Score: Raw -18897695.648952 + Penalty 3881.123441 = -18893814.525511
  nChanged 6481
		SP:Iteration 6Q (68971.930000 sec): 3 clusters
  Score: Raw -18900492.135245 + Penalty 3881.123441 = -18896611.011804
  nChanged 7486
		SP:Iteration 7Q (68972.750000 sec): 3 clusters
  Score: Raw -18904440.404977 + Penalty 3881.123441 = -18900559.281536
  nChanged 8563
		SP:Iteration 8F (68973.550000 sec): 3 clusters
  Score: Raw -18909624.847974 + Penalty 3881.123441 = -18905743.724533
  nChanged 9364
		SP:Iteration 9F (68974.350000 sec): 3 clusters
  Score: Raw -18915804.517209 + Penalty 3881.123441 = -18911923.393768
  nChanged 9281
		SP:Iteration 10F (68975.130000 sec): 3 clusters
  Score: Raw -18921878.290791 + Penalty 3881.123441 = -18917997.167350
  nChanged 8062
		SP:Iteration 11F (68975.880000 sec): 3 clusters
  Score: Raw -18926115.709566 + Penalty 3881.123441 = -18922234.586125
  nChanged 5970
		SP:Iteration 12Q (68976.700000 sec): 3 clusters
  Score: Raw -18928377.460788 + Penalty 3881.123441 = -18924496.337347
  nChanged 4202
		SP:Iteration 13Q (68977.510000 sec): 3 clusters
  Score: Raw -18929729.774142 + Penalty 3881.123441 = -18925848.650701
  nChanged 3295
		SP:Iteration 14Q (68978.330000 sec): 3 clusters
  Score: Raw -18930906.041097 + Penalty 3881.123441 = -18927024.917656
  nChanged 3312
		SP:Iteration 15Q (68979.100000 sec): 3 clusters
  Score: Raw -18932318.915437 + Penalty 3881.123441 = -18928437.791997
  nChanged 3509
		SP:Iteration 16Q (68979.930000 sec): 3 clusters
  Score: Raw -18934048.729204 + Penalty 3881.123441 = -18930167.605763
  nChanged 3774
		SP:Iteration 17Q (68980.850000 sec): 3 clusters
  Score: Raw -18936188.484471 + Penalty 3881.123441 = -18932307.361031
  nChanged 3858
		SP:Iteration 18Q (68981.740000 sec): 3 clusters
  Score: Raw -18938554.980081 + Penalty 3881.123441 = -18934673.856640
  nChanged 3760
		SP:Iteration 19Q (68982.740000 sec): 3 clusters
  Score: Raw -18940857.966486 + Penalty 3881.123441 = -18936976.843045
  nChanged 3460
		SP:Iteration 20F (68983.740000 sec): 3 clusters
  Score: Raw -18942869.015972 + Penalty 3881.123441 = -18938987.892531
  nChanged 3081
		SP:Iteration 21Q (68984.680000 sec): 3 clusters
  Score: Raw -18944546.013378 + Penalty 3881.123441 = -18940664.889937
  nChanged 2780
		SP:Iteration 22Q (68985.610000 sec): 3 clusters
  Score: Raw -18945918.790617 + Penalty 3881.123441 = -18942037.667176
  nChanged 2355
		SP:Iteration 23Q (68986.540000 sec): 3 clusters
  Score: Raw -18946956.679764 + Penalty 3881.123441 = -18943075.556323
  nChanged 1983
		SP:Iteration 24Q (68987.410000 sec): 3 clusters
  Score: Raw -18947677.790910 + Penalty 3881.123441 = -18943796.667469
  nChanged 1639
		SP:Iteration 25Q (68988.250000 sec): 3 clusters
  Score: Raw -18948164.532880 + Penalty 3881.123441 = -18944283.409439
  nChanged 1303
		SP:Iteration 26Q (68989.130000 sec): 3 clusters
  Score: Raw -18948496.026737 + Penalty 3881.123441 = -18944614.903296
  nChanged 1073
		SP:Iteration 27Q (68989.970000 sec): 3 clusters
  Score: Raw -18948736.197876 + Penalty 3881.123441 = -18944855.074435
  nChanged 910
		SP:Iteration 28Q (68990.830000 sec): 3 clusters
  Score: Raw -18948913.566771 + Penalty 3881.123441 = -18945032.443330
  nChanged 766
		SP:Iteration 29Q (68991.690000 sec): 3 clusters
  Score: Raw -18949043.039404 + Penalty 3881.123441 = -18945161.915963
  nChanged 673
		SP:Iteration 30Q (68992.520000 sec): 3 clusters
  Score: Raw -18949144.899030 + Penalty 3881.123441 = -18945263.775589
  nChanged 612
		SP:Iteration 31Q (68993.380000 sec): 3 clusters
  Score: Raw -18949219.520806 + Penalty 3881.123441 = -18945338.397365
  nChanged 526
		SP:Iteration 32Q (68994.300000 sec): 3 clusters
  Score: Raw -18949273.682382 + Penalty 3881.123441 = -18945392.558941
  nChanged 455
		SP:Iteration 33Q (68995.240000 sec): 3 clusters
  Score: Raw -18949314.249532 + Penalty 3881.123441 = -18945433.126091
  nChanged 406
		SP:Iteration 34Q (68996.050000 sec): 3 clusters
  Score: Raw -18949347.739154 + Penalty 3881.123441 = -18945466.615713
  nChanged 391
		SP:Iteration 35Q (68996.840000 sec): 3 clusters
  Score: Raw -18949378.582925 + Penalty 3881.123441 = -18945497.459485
  nChanged 375
		SP:Iteration 36Q (68997.640000 sec): 3 clusters
  Score: Raw -18949406.510287 + Penalty 3881.123441 = -18945525.386846
  nChanged 373
		SP:Iteration 37Q (68998.500000 sec): 3 clusters
  Score: Raw -18949435.450155 + Penalty 3881.123441 = -18945554.326714
  nChanged 404
		SP:Iteration 38Q (68999.370000 sec): 3 clusters
  Score: Raw -18949468.858089 + Penalty 3881.123441 = -18945587.734648
  nChanged 382
		SP:Iteration 39Q (69000.180000 sec): 3 clusters
  Score: Raw -18949501.433726 + Penalty 3881.123441 = -18945620.310285
  nChanged 395
		SP:Iteration 40F (69001.090000 sec): 3 clusters
  Score: Raw -18949535.631390 + Penalty 3881.123441 = -18945654.507949
  nChanged 393
		SP:Iteration 41Q (69001.910000 sec): 3 clusters
  Score: Raw -18949569.668267 + Penalty 3881.123441 = -18945688.544826
  nChanged 428
		SP:Iteration 42Q (69002.810000 sec): 3 clusters
  Score: Raw -18949608.253086 + Penalty 3881.123441 = -18945727.129645
  nChanged 405
		SP:Iteration 43Q (69003.690000 sec): 3 clusters
  Score: Raw -18949642.564159 + Penalty 3881.123441 = -18945761.440718
  nChanged 375
		SP:Iteration 44Q (69004.490000 sec): 3 clusters
  Score: Raw -18949672.969885 + Penalty 3881.123441 = -18945791.846444
  nChanged 388
		SP:Iteration 45Q (69005.360000 sec): 3 clusters
  Score: Raw -18949705.204221 + Penalty 3881.123441 = -18945824.080780
  nChanged 406
		SP:Iteration 46Q (69006.290000 sec): 3 clusters
  Score: Raw -18949739.806559 + Penalty 3881.123441 = -18945858.683118
  nChanged 390
		SP:Iteration 47Q (69007.270000 sec): 3 clusters
  Score: Raw -18949773.621293 + Penalty 3881.123441 = -18945892.497852
  nChanged 406
		SP:Iteration 48Q (69008.200000 sec): 3 clusters
  Score: Raw -18949810.259923 + Penalty 3881.123441 = -18945929.136482
  nChanged 383
		SP:Iteration 49Q (69009.080000 sec): 3 clusters
  Score: Raw -18949844.114781 + Penalty 3881.123441 = -18945962.991340
  nChanged 399
		SP:Iteration 50Q (69009.930000 sec): 3 clusters
  Score: Raw -18949879.579657 + Penalty 3881.123441 = -18945998.456216
  nChanged 375
		SP:Iteration 51Q (69010.730000 sec): 3 clusters
  Score: Raw -18949910.739705 + Penalty 3881.123441 = -18946029.616264
  nChanged 371
		SP:Iteration 52Q (69011.550000 sec): 3 clusters
  Score: Raw -18949941.646089 + Penalty 3881.123441 = -18946060.522648
  nChanged 340
		SP:Iteration 53Q (69012.420000 sec): 3 clusters
  Score: Raw -18949968.223408 + Penalty 3881.123441 = -18946087.099967
  nChanged 329
		SP:Iteration 54Q (69013.230000 sec): 3 clusters
  Score: Raw -18949995.198473 + Penalty 3881.123441 = -18946114.075032
  nChanged 338
		SP:Iteration 55Q (69014.080000 sec): 3 clusters
  Score: Raw -18950021.709683 + Penalty 3881.123441 = -18946140.586243
  nChanged 333
		SP:Iteration 56Q (69014.970000 sec): 3 clusters
  Score: Raw -18950046.604856 + Penalty 3881.123441 = -18946165.481415
  nChanged 322
		SP:Iteration 57Q (69015.840000 sec): 3 clusters
  Score: Raw -18950070.074513 + Penalty 3881.123441 = -18946188.951072
  nChanged 310
		SP:Iteration 58Q (69016.760000 sec): 3 clusters
  Score: Raw -18950092.267662 + Penalty 3881.123441 = -18946211.144222
  nChanged 295
		SP:Iteration 59Q (69017.640000 sec): 3 clusters
  Score: Raw -18950114.601664 + Penalty 3881.123441 = -18946233.478223
  nChanged 282
		SP:Iteration 60F (69018.540000 sec): 3 clusters
  Score: Raw -18950134.773587 + Penalty 3881.123441 = -18946253.650146
  nChanged 296
		SP:Iteration 61Q (69019.500000 sec): 3 clusters
  Score: Raw -18950155.687559 + Penalty 3881.123441 = -18946274.564118
  nChanged 267
		SP:Iteration 62Q (69020.410000 sec): 3 clusters
  Score: Raw -18950174.588472 + Penalty 3881.123441 = -18946293.465031
  nChanged 276
		SP:Iteration 63Q (69021.300000 sec): 3 clusters
  Score: Raw -18950195.586283 + Penalty 3881.123441 = -18946314.462842
  nChanged 303
		SP:Iteration 64Q (69022.250000 sec): 3 clusters
  Score: Raw -18950223.300180 + Penalty 3881.123441 = -18946342.176739
  nChanged 326
		SP:Iteration 65Q (69023.140000 sec): 3 clusters
  Score: Raw -18950253.459372 + Penalty 3881.123441 = -18946372.335931
  nChanged 342
		SP:Iteration 66Q (69023.970000 sec): 3 clusters
  Score: Raw -18950283.506931 + Penalty 3881.123441 = -18946402.383490
  nChanged 307
		SP:Iteration 67Q (69024.810000 sec): 3 clusters
  Score: Raw -18950308.727530 + Penalty 3881.123441 = -18946427.604089
  nChanged 270
		SP:Iteration 68Q (69025.720000 sec): 3 clusters
  Score: Raw -18950330.225811 + Penalty 3881.123441 = -18946449.102370
  nChanged 267
		SP:Iteration 69Q (69026.680000 sec): 3 clusters
  Score: Raw -18950350.188049 + Penalty 3881.123441 = -18946469.064609
  nChanged 253
		SP:Iteration 70Q (69027.600000 sec): 3 clusters
  Score: Raw -18950369.042951 + Penalty 3881.123441 = -18946487.919510
  nChanged 253
		SP:Iteration 71Q (69028.500000 sec): 3 clusters
  Score: Raw -18950388.740798 + Penalty 3881.123441 = -18946507.617357
  nChanged 261
		SP:Iteration 72Q (69029.450000 sec): 3 clusters
  Score: Raw -18950408.789454 + Penalty 3881.123441 = -18946527.666013
  nChanged 256
		SP:Iteration 73Q (69030.380000 sec): 3 clusters
  Score: Raw -18950428.585246 + Penalty 3881.123441 = -18946547.461805
  nChanged 258
		SP:Iteration 74Q (69031.290000 sec): 3 clusters
  Score: Raw -18950449.145654 + Penalty 3881.123441 = -18946568.022214
  nChanged 253
		SP:Iteration 75Q (69032.160000 sec): 3 clusters
  Score: Raw -18950467.710030 + Penalty 3881.123441 = -18946586.586589
  nChanged 237
		SP:Iteration 76Q (69033.020000 sec): 3 clusters
  Score: Raw -18950485.536226 + Penalty 3881.123441 = -18946604.412785
  nChanged 242
		SP:Iteration 77Q (69033.880000 sec): 3 clusters
  Score: Raw -18950503.624777 + Penalty 3881.123441 = -18946622.501336
  nChanged 231
		SP:Iteration 78Q (69034.810000 sec): 3 clusters
  Score: Raw -18950518.880861 + Penalty 3881.123441 = -18946637.757420
  nChanged 193
		SP:Iteration 79Q (69035.610000 sec): 3 clusters
  Score: Raw -18950529.513979 + Penalty 3881.123441 = -18946648.390538
  nChanged 169
		SP:Iteration 80F (69036.380000 sec): 3 clusters
  Score: Raw -18950537.949581 + Penalty 3881.123441 = -18946656.826140
  nChanged 149
		SP:Iteration 81Q (69037.190000 sec): 3 clusters
  Score: Raw -18950545.933899 + Penalty 3881.123441 = -18946664.810458
  nChanged 147
		SP:Iteration 82Q (69038.060000 sec): 3 clusters
  Score: Raw -18950553.736276 + Penalty 3881.123441 = -18946672.612835
  nChanged 146
		SP:Iteration 83Q (69038.950000 sec): 3 clusters
  Score: Raw -18950561.240466 + Penalty 3881.123441 = -18946680.117025
  nChanged 128
		SP:Iteration 84Q (69039.810000 sec): 3 clusters
  Score: Raw -18950567.475976 + Penalty 3881.123441 = -18946686.352535
  nChanged 119
		SP:Iteration 85Q (69040.730000 sec): 3 clusters
  Score: Raw -18950572.699198 + Penalty 3881.123441 = -18946691.575757
  nChanged 106
		SP:Iteration 86Q (69041.630000 sec): 3 clusters
  Score: Raw -18950577.978974 + Penalty 3881.123441 = -18946696.855533
  nChanged 113
		SP:Iteration 87Q (69042.580000 sec): 3 clusters
  Score: Raw -18950583.975214 + Penalty 3881.123441 = -18946702.851773
  nChanged 120
		SP:Iteration 88Q (69043.520000 sec): 3 clusters
  Score: Raw -18950589.572583 + Penalty 3881.123441 = -18946708.449142
  nChanged 107
		SP:Iteration 89Q (69044.410000 sec): 3 clusters
  Score: Raw -18950594.455146 + Penalty 3881.123441 = -18946713.331705
  nChanged 112
		SP:Iteration 90Q (69045.310000 sec): 3 clusters
  Score: Raw -18950599.805118 + Penalty 3881.123441 = -18946718.681677
  nChanged 114
		SP:Iteration 91Q (69046.160000 sec): 3 clusters
  Score: Raw -18950604.894480 + Penalty 3881.123441 = -18946723.771039
  nChanged 94
		SP:Iteration 92Q (69046.950000 sec): 3 clusters
  Score: Raw -18950608.062097 + Penalty 3881.123441 = -18946726.938656
  nChanged 68
		SP:Iteration 93Q (69047.790000 sec): 3 clusters
  Score: Raw -18950610.619218 + Penalty 3881.123441 = -18946729.495777
  nChanged 83
		SP:Iteration 94Q (69048.590000 sec): 3 clusters
  Score: Raw -18950614.045252 + Penalty 3881.123441 = -18946732.921812
  nChanged 82
		SP:Iteration 95Q (69049.340000 sec): 3 clusters
  Score: Raw -18950617.221526 + Penalty 3881.123441 = -18946736.098085
  nChanged 80
		SP:Iteration 96Q (69050.130000 sec): 3 clusters
  Score: Raw -18950620.369106 + Penalty 3881.123441 = -18946739.245665
  nChanged 82
		SP:Iteration 97Q (69050.910000 sec): 3 clusters
  Score: Raw -18950623.991075 + Penalty 3881.123441 = -18946742.867635
  nChanged 91
		SP:Iteration 98Q (69051.630000 sec): 3 clusters
  Score: Raw -18950627.588642 + Penalty 3881.123441 = -18946746.465201
  nChanged 79
		SP:Iteration 99Q (69052.390000 sec): 3 clusters
  Score: Raw -18950630.395052 + Penalty 3881.123441 = -18946749.271611
  nChanged 82
		SP:Iteration 100F (69053.190000 sec): 3 clusters
  Score: Raw -18950633.239096 + Penalty 3881.123441 = -18946752.115655
  nChanged 82
		SP:Iteration 101Q (69054.020000 sec): 3 clusters
  Score: Raw -18950635.950690 + Penalty 3881.123441 = -18946754.827249
  nChanged 76
		SP:Iteration 102Q (69054.870000 sec): 3 clusters
  Score: Raw -18950638.794843 + Penalty 3881.123441 = -18946757.671402
  nChanged 77
		SP:Iteration 103Q (69055.790000 sec): 3 clusters
  Score: Raw -18950641.549384 + Penalty 3881.123441 = -18946760.425943
  nChanged 76
		SP:Iteration 104Q (69056.630000 sec): 3 clusters
  Score: Raw -18950643.842111 + Penalty 3881.123441 = -18946762.718671
  nChanged 59
		SP:Iteration 105Q (69057.510000 sec): 3 clusters
  Score: Raw -18950645.863283 + Penalty 3881.123441 = -18946764.739842
  nChanged 74
		SP:Iteration 106Q (69058.410000 sec): 3 clusters
  Score: Raw -18950648.806706 + Penalty 3881.123441 = -18946767.683265
  nChanged 72
		SP:Iteration 107Q (69059.350000 sec): 3 clusters
  Score: Raw -18950651.636462 + Penalty 3881.123441 = -18946770.513021
  nChanged 71
		SP:Iteration 108Q (69060.250000 sec): 3 clusters
  Score: Raw -18950654.468635 + Penalty 3881.123441 = -18946773.345194
  nChanged 66
		SP:Iteration 109Q (69061.170000 sec): 3 clusters
  Score: Raw -18950656.999028 + Penalty 3881.123441 = -18946775.875587
  nChanged 72
		SP:Iteration 110Q (69062.080000 sec): 3 clusters
  Score: Raw -18950659.715044 + Penalty 3881.123441 = -18946778.591603
  nChanged 70
		SP:Iteration 111Q (69062.940000 sec): 3 clusters
  Score: Raw -18950662.756188 + Penalty 3881.123441 = -18946781.632747
  nChanged 74
		SP:Iteration 112Q (69063.760000 sec): 3 clusters
  Score: Raw -18950666.492465 + Penalty 3881.123441 = -18946785.369024
  nChanged 82
		SP:Iteration 113Q (69064.590000 sec): 3 clusters
  Score: Raw -18950671.554629 + Penalty 3881.123441 = -18946790.431189
  nChanged 96
		SP:Iteration 114Q (69065.490000 sec): 3 clusters
  Score: Raw -18950676.704199 + Penalty 3881.123441 = -18946795.580758
  nChanged 90
		SP:Iteration 115Q (69066.320000 sec): 3 clusters
  Score: Raw -18950680.203767 + Penalty 3881.123441 = -18946799.080326
  nChanged 74
		SP:Iteration 116Q (69067.140000 sec): 3 clusters
  Score: Raw -18950683.357413 + Penalty 3881.123441 = -18946802.233972
  nChanged 75
		SP:Iteration 117Q (69067.980000 sec): 3 clusters
  Score: Raw -18950686.601532 + Penalty 3881.123441 = -18946805.478091
  nChanged 76
		SP:Iteration 118Q (69068.810000 sec): 3 clusters
  Score: Raw -18950689.516036 + Penalty 3881.123441 = -18946808.392595
  nChanged 76
		SP:Iteration 119Q (69069.600000 sec): 3 clusters
  Score: Raw -18950692.566138 + Penalty 3881.123441 = -18946811.442697
  nChanged 72
		SP:Iteration 120F (69070.420000 sec): 3 clusters
  Score: Raw -18950695.847443 + Penalty 3881.123441 = -18946814.724002
  nChanged 80
		SP:Iteration 121Q (69071.220000 sec): 3 clusters
  Score: Raw -18950699.343117 + Penalty 3881.123441 = -18946818.219676
  nChanged 81
		SP:Iteration 122Q (69072.010000 sec): 3 clusters
  Score: Raw -18950702.710472 + Penalty 3881.123441 = -18946821.587031
  nChanged 79
		SP:Iteration 123Q (69072.820000 sec): 3 clusters
  Score: Raw -18950706.727684 + Penalty 3881.123441 = -18946825.604243
  nChanged 94
		SP:Iteration 124Q (69073.620000 sec): 3 clusters
  Score: Raw -18950711.622793 + Penalty 3881.123441 = -18946830.499352
  nChanged 102
		SP:Iteration 125Q (69074.400000 sec): 3 clusters
  Score: Raw -18950716.415105 + Penalty 3881.123441 = -18946835.291664
  nChanged 93
		SP:Iteration 126Q (69075.190000 sec): 3 clusters
  Score: Raw -18950720.647945 + Penalty 3881.123441 = -18946839.524504
  nChanged 98
		SP:Iteration 127Q (69076.080000 sec): 3 clusters
  Score: Raw -18950725.521526 + Penalty 3881.123441 = -18946844.398085
  nChanged 120
		SP:Iteration 128Q (69076.950000 sec): 3 clusters
  Score: Raw -18950732.553167 + Penalty 3881.123441 = -18946851.429726
  nChanged 123
		SP:Iteration 129Q (69077.800000 sec): 3 clusters
  Score: Raw -18950739.468311 + Penalty 3881.123441 = -18946858.344870
  nChanged 127
		SP:Iteration 130Q (69078.680000 sec): 3 clusters
  Score: Raw -18950746.155259 + Penalty 3881.123441 = -18946865.031818
  nChanged 90
		SP:Iteration 131Q (69079.550000 sec): 3 clusters
  Score: Raw -18950750.604491 + Penalty 3881.123441 = -18946869.481050
  nChanged 99
		SP:Iteration 132Q (69080.400000 sec): 3 clusters
  Score: Raw -18950755.005081 + Penalty 3881.123441 = -18946873.881640
  nChanged 85
		SP:Iteration 133Q (69081.250000 sec): 3 clusters
  Score: Raw -18950758.678859 + Penalty 3881.123441 = -18946877.555419
  nChanged 81
		SP:Iteration 134Q (69082.100000 sec): 3 clusters
  Score: Raw -18950762.242927 + Penalty 3881.123441 = -18946881.119486
  nChanged 86
		SP:Iteration 135Q (69083.030000 sec): 3 clusters
  Score: Raw -18950766.152997 + Penalty 3881.123441 = -18946885.029556
  nChanged 88
		SP:Iteration 136Q (69083.870000 sec): 3 clusters
  Score: Raw -18950770.497069 + Penalty 3881.123441 = -18946889.373628
  nChanged 86
		SP:Iteration 137Q (69084.730000 sec): 3 clusters
  Score: Raw -18950774.777883 + Penalty 3881.123441 = -18946893.654442
  nChanged 101
		SP:Iteration 138Q (69085.590000 sec): 3 clusters
  Score: Raw -18950780.658996 + Penalty 3881.123441 = -18946899.535555
  nChanged 99
		SP:Iteration 139Q (69086.460000 sec): 3 clusters
  Score: Raw -18950786.619854 + Penalty 3881.123441 = -18946905.496413
  nChanged 117
		SP:Iteration 140F (69087.390000 sec): 3 clusters
  Score: Raw -18950793.460962 + Penalty 3881.123441 = -18946912.337521
  nChanged 108
		SP:Iteration 141Q (69088.320000 sec): 3 clusters
  Score: Raw -18950798.758109 + Penalty 3881.123441 = -18946917.634668
  nChanged 98
		SP:Iteration 142Q (69089.220000 sec): 3 clusters
  Score: Raw -18950803.983203 + Penalty 3881.123441 = -18946922.859762
  nChanged 96
		SP:Iteration 143Q (69090.150000 sec): 3 clusters
  Score: Raw -18950809.559472 + Penalty 3881.123441 = -18946928.436031
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		SP:Iteration 144Q (69091.070000 sec): 3 clusters
  Score: Raw -18950816.804242 + Penalty 3881.123441 = -18946935.680801
  nChanged 116
		SP:Iteration 145Q (69091.990000 sec): 3 clusters
  Score: Raw -18950824.112795 + Penalty 3881.123441 = -18946942.989354
  nChanged 114
		SP:Iteration 146Q (69092.910000 sec): 3 clusters
  Score: Raw -18950831.312024 + Penalty 3881.123441 = -18946950.188583
  nChanged 124
		SP:Iteration 147Q (69093.870000 sec): 3 clusters
  Score: Raw -18950838.681668 + Penalty 3881.123441 = -18946957.558227
  nChanged 126
		SP:Iteration 148Q (69094.750000 sec): 3 clusters
  Score: Raw -18950846.324322 + Penalty 3881.123441 = -18946965.200881
  nChanged 126
		SP:Iteration 149Q (69095.720000 sec): 3 clusters
  Score: Raw -18950853.971058 + Penalty 3881.123441 = -18946972.847617
  nChanged 122
		SP:Iteration 150Q (69096.680000 sec): 3 clusters
  Score: Raw -18950862.281340 + Penalty 3881.123441 = -18946981.157899
  nChanged 131
		SP:Iteration 151Q (69097.630000 sec): 3 clusters
  Score: Raw -18950871.069719 + Penalty 3881.123441 = -18946989.946278
  nChanged 138
		SP:Iteration 152Q (69098.540000 sec): 3 clusters
  Score: Raw -18950879.530493 + Penalty 3881.123441 = -18946998.407052
  nChanged 116
		SP:Iteration 153Q (69099.410000 sec): 3 clusters
  Score: Raw -18950885.940726 + Penalty 3881.123441 = -18947004.817285
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		SP:Iteration 154Q (69100.270000 sec): 3 clusters
  Score: Raw -18950892.455502 + Penalty 3881.123441 = -18947011.332061
  nChanged 125
		SP:Iteration 155Q (69101.110000 sec): 3 clusters
  Score: Raw -18950899.293919 + Penalty 3881.123441 = -18947018.170478
  nChanged 110
		SP:Iteration 156Q (69101.970000 sec): 3 clusters
  Score: Raw -18950905.090871 + Penalty 3881.123441 = -18947023.967430
  nChanged 103
		SP:Iteration 157Q (69102.840000 sec): 3 clusters
  Score: Raw -18950910.705487 + Penalty 3881.123441 = -18947029.582047
  nChanged 106
		SP:Iteration 158Q (69103.740000 sec): 3 clusters
  Score: Raw -18950916.514967 + Penalty 3881.123441 = -18947035.391526
  nChanged 98
		SP:Iteration 159Q (69104.570000 sec): 3 clusters
  Score: Raw -18950921.453057 + Penalty 3881.123441 = -18947040.329616
  nChanged 82
		SP:Iteration 160F (69105.460000 sec): 3 clusters
  Score: Raw -18950924.913535 + Penalty 3881.123441 = -18947043.790094
  nChanged 55
		SP:Iteration 161Q (69106.420000 sec): 3 clusters
  Score: Raw -18950927.420296 + Penalty 3881.123441 = -18947046.296855
  nChanged 53
		SP:Iteration 162Q (69107.340000 sec): 3 clusters
  Score: Raw -18950930.251431 + Penalty 3881.123441 = -18947049.127990
  nChanged 68
		SP:Iteration 163Q (69108.180000 sec): 3 clusters
  Score: Raw -18950933.884679 + Penalty 3881.123441 = -18947052.761238
  nChanged 69
		SP:Iteration 164Q (69109.050000 sec): 3 clusters
  Score: Raw -18950937.283939 + Penalty 3881.123441 = -18947056.160498
  nChanged 66
		SP:Iteration 165Q (69109.940000 sec): 3 clusters
  Score: Raw -18950940.947390 + Penalty 3881.123441 = -18947059.823949
  nChanged 87
		SP:Iteration 166Q (69110.880000 sec): 3 clusters
  Score: Raw -18950945.822778 + Penalty 3881.123441 = -18947064.699337
  nChanged 85
		SP:Iteration 167Q (69111.840000 sec): 3 clusters
  Score: Raw -18950950.616162 + Penalty 3881.123441 = -18947069.492721
  nChanged 79
		SP:Iteration 168Q (69112.810000 sec): 3 clusters
  Score: Raw -18950955.216027 + Penalty 3881.123441 = -18947074.092587
  nChanged 76
		SP:Iteration 169Q (69113.710000 sec): 3 clusters
  Score: Raw -18950959.263165 + Penalty 3881.123441 = -18947078.139724
  nChanged 75
		SP:Iteration 170Q (69114.570000 sec): 3 clusters
  Score: Raw -18950963.252336 + Penalty 3881.123441 = -18947082.128895
  nChanged 72
		SP:Iteration 171Q (69115.440000 sec): 3 clusters
  Score: Raw -18950966.455578 + Penalty 3881.123441 = -18947085.332137
  nChanged 64
		SP:Iteration 172Q (69116.240000 sec): 3 clusters
  Score: Raw -18950969.338194 + Penalty 3881.123441 = -18947088.214753
  nChanged 65
		SP:Iteration 173Q (69117.050000 sec): 3 clusters
  Score: Raw -18950973.206262 + Penalty 3881.123441 = -18947092.082821
  nChanged 67
		SP:Iteration 174Q (69117.800000 sec): 3 clusters
  Score: Raw -18950976.606821 + Penalty 3881.123441 = -18947095.483380
  nChanged 63
		SP:Iteration 175Q (69118.610000 sec): 3 clusters
  Score: Raw -18950979.654230 + Penalty 3881.123441 = -18947098.530790
  nChanged 59
		SP:Iteration 176Q (69119.490000 sec): 3 clusters
  Score: Raw -18950982.300945 + Penalty 3881.123441 = -18947101.177504
  nChanged 56
		SP:Iteration 177Q (69120.400000 sec): 3 clusters
  Score: Raw -18950984.960682 + Penalty 3881.123441 = -18947103.837241
  nChanged 70
		SP:Iteration 178Q (69121.300000 sec): 3 clusters
  Score: Raw -18950988.663966 + Penalty 3881.123441 = -18947107.540525
  nChanged 67
		SP:Iteration 179Q (69122.230000 sec): 3 clusters
  Score: Raw -18950991.906464 + Penalty 3881.123441 = -18947110.783023
  nChanged 55
		SP:Iteration 180F (69123.160000 sec): 3 clusters
  Score: Raw -18950994.408205 + Penalty 3881.123441 = -18947113.284765
  nChanged 53
		SP:Iteration 181Q (69124.090000 sec): 3 clusters
  Score: Raw -18950997.113647 + Penalty 3881.123441 = -18947115.990206
  nChanged 57
		SP:Iteration 182Q (69125.030000 sec): 3 clusters
  Score: Raw -18951000.334083 + Penalty 3881.123441 = -18947119.210642
  nChanged 51
		SP:Iteration 183Q (69125.940000 sec): 3 clusters
  Score: Raw -18951003.077368 + Penalty 3881.123441 = -18947121.953927
  nChanged 48
		SP:Iteration 184Q (69126.810000 sec): 3 clusters
  Score: Raw -18951005.385756 + Penalty 3881.123441 = -18947124.262315
  nChanged 43
		SP:Iteration 185Q (69127.710000 sec): 3 clusters
  Score: Raw -18951007.332828 + Penalty 3881.123441 = -18947126.209387
  nChanged 45
		SP:Iteration 186Q (69128.650000 sec): 3 clusters
  Score: Raw -18951009.399697 + Penalty 3881.123441 = -18947128.276256
  nChanged 38
		SP:Iteration 187Q (69129.600000 sec): 3 clusters
  Score: Raw -18951011.703496 + Penalty 3881.123441 = -18947130.580055
  nChanged 55
		SP:Iteration 188Q (69130.550000 sec): 3 clusters
  Score: Raw -18951015.023842 + Penalty 3881.123441 = -18947133.900401
  nChanged 55
		SP:Iteration 189Q (69131.500000 sec): 3 clusters
  Score: Raw -18951018.052731 + Penalty 3881.123441 = -18947136.929290
  nChanged 59
		SP:Iteration 190Q (69132.370000 sec): 3 clusters
  Score: Raw -18951021.341589 + Penalty 3881.123441 = -18947140.218148
  nChanged 59
		SP:Iteration 191Q (69133.220000 sec): 3 clusters
  Score: Raw -18951024.277493 + Penalty 3881.123441 = -18947143.154052
  nChanged 56
		SP:Iteration 192Q (69134.000000 sec): 3 clusters
  Score: Raw -18951026.816103 + Penalty 3881.123441 = -18947145.692662
  nChanged 50
		SP:Iteration 193Q (69134.870000 sec): 3 clusters
  Score: Raw -18951028.850061 + Penalty 3881.123441 = -18947147.726620
  nChanged 41
		SP:Iteration 194Q (69135.750000 sec): 3 clusters
  Score: Raw -18951030.379309 + Penalty 3881.123441 = -18947149.255868
  nChanged 40
		SP:Iteration 195Q (69136.690000 sec): 3 clusters
  Score: Raw -18951031.875929 + Penalty 3881.123441 = -18947150.752488
  nChanged 46
		SP:Iteration 196Q (69137.570000 sec): 3 clusters
  Score: Raw -18951034.236013 + Penalty 3881.123441 = -18947153.112572
  nChanged 53
		SP:Iteration 197Q (69138.460000 sec): 3 clusters
  Score: Raw -18951036.499319 + Penalty 3881.123441 = -18947155.375878
  nChanged 47
		SP:Iteration 198Q (69139.310000 sec): 3 clusters
  Score: Raw -18951039.079472 + Penalty 3881.123441 = -18947157.956031
  nChanged 52
		SP:Iteration 199Q (69140.170000 sec): 3 clusters
  Score: Raw -18951041.826301 + Penalty 3881.123441 = -18947160.702860
  nChanged 56
		SP:Iteration 200F (69141.020000 sec): 3 clusters
  Score: Raw -18951044.547261 + Penalty 3881.123441 = -18947163.423820
  nChanged 45
		SP:Iteration 201Q (69141.810000 sec): 3 clusters
  Score: Raw -18951046.221791 + Penalty 3881.123441 = -18947165.098350
  nChanged 35
		SP:Iteration 202Q (69142.600000 sec): 3 clusters
  Score: Raw -18951047.681718 + Penalty 3881.123441 = -18947166.558277
  nChanged 35
		SP:Iteration 203Q (69143.490000 sec): 3 clusters
  Score: Raw -18951049.278570 + Penalty 3881.123441 = -18947168.155129
  nChanged 48
		SP:Iteration 204Q (69144.360000 sec): 3 clusters
  Score: Raw -18951051.234732 + Penalty 3881.123441 = -18947170.111291
  nChanged 34
		SP:Iteration 205Q (69145.300000 sec): 3 clusters
  Score: Raw -18951052.638332 + Penalty 3881.123441 = -18947171.514891
  nChanged 27
		SP:Iteration 206Q (69146.120000 sec): 3 clusters
  Score: Raw -18951053.761000 + Penalty 3881.123441 = -18947172.637559
  nChanged 31
		SP:Iteration 207Q (69146.980000 sec): 3 clusters
  Score: Raw -18951055.197645 + Penalty 3881.123441 = -18947174.074204
  nChanged 38
		SP:Iteration 208Q (69147.820000 sec): 3 clusters
  Score: Raw -18951056.719199 + Penalty 3881.123441 = -18947175.595758
  nChanged 29
		SP:Iteration 209Q (69148.660000 sec): 3 clusters
  Score: Raw -18951057.737784 + Penalty 3881.123441 = -18947176.614343
  nChanged 29
		SP:Iteration 210Q (69149.520000 sec): 3 clusters
  Score: Raw -18951058.861602 + Penalty 3881.123441 = -18947177.738161
  nChanged 34
		SP:Iteration 211Q (69150.420000 sec): 3 clusters
  Score: Raw -18951060.014683 + Penalty 3881.123441 = -18947178.891242
  nChanged 32
		SP:Iteration 212Q (69151.320000 sec): 3 clusters
  Score: Raw -18951061.104767 + Penalty 3881.123441 = -18947179.981326
  nChanged 17
		SP:Iteration 213Q (69152.210000 sec): 3 clusters
  Score: Raw -18951061.785716 + Penalty 3881.123441 = -18947180.662275
  nChanged 23
		SP:Iteration 214Q (69153.170000 sec): 3 clusters
  Score: Raw -18951062.679620 + Penalty 3881.123441 = -18947181.556179
  nChanged 15
		SP:Iteration 215Q (69154.060000 sec): 3 clusters
  Score: Raw -18951063.127995 + Penalty 3881.123441 = -18947182.004554
  nChanged 13
		SP:Iteration 216Q (69154.930000 sec): 3 clusters
  Score: Raw -18951063.487354 + Penalty 3881.123441 = -18947182.363913
  nChanged 7
		SP:Iteration 217Q (69155.800000 sec): 3 clusters
  Score: Raw -18951063.698070 + Penalty 3881.123441 = -18947182.574629
  nChanged 8
		SP:Iteration 218Q (69156.630000 sec): 3 clusters
  Score: Raw -18951063.922665 + Penalty 3881.123441 = -18947182.799224
  nChanged 7
		SP:Iteration 219Q (69157.460000 sec): 3 clusters
  Score: Raw -18951064.086201 + Penalty 3881.123441 = -18947182.962760
  nChanged 8
		SP:Iteration 220F (69158.300000 sec): 3 clusters
  Score: Raw -18951064.402565 + Penalty 3881.123441 = -18947183.279124
  nChanged 13
		SP:Iteration 221Q (69159.150000 sec): 3 clusters
  Score: Raw -18951064.909346 + Penalty 3881.123441 = -18947183.785905
  nChanged 16
		SP:Iteration 222Q (69159.960000 sec): 3 clusters
  Score: Raw -18951065.605140 + Penalty 3881.123441 = -18947184.481699
  nChanged 15
		SP:Iteration 223Q (69160.810000 sec): 3 clusters
  Score: Raw -18951066.149542 + Penalty 3881.123441 = -18947185.026102
  nChanged 15
		SP:Iteration 224Q (69161.600000 sec): 3 clusters
  Score: Raw -18951066.590072 + Penalty 3881.123441 = -18947185.466631
  nChanged 14
		SP:Iteration 225Q (69162.430000 sec): 3 clusters
  Score: Raw -18951067.120146 + Penalty 3881.123441 = -18947185.996706
  nChanged 17
		SP:Iteration 226Q (69163.370000 sec): 3 clusters
  Score: Raw -18951067.929273 + Penalty 3881.123441 = -18947186.805832
  nChanged 10
		SP:Iteration 227Q (69164.350000 sec): 3 clusters
  Score: Raw -18951068.311061 + Penalty 3881.123441 = -18947187.187620
  nChanged 16
		SP:Iteration 228Q (69165.300000 sec): 3 clusters
  Score: Raw -18951068.950757 + Penalty 3881.123441 = -18947187.827316
  nChanged 11
		SP:Iteration 229Q (69166.180000 sec): 3 clusters
  Score: Raw -18951069.204100 + Penalty 3881.123441 = -18947188.080659
  nChanged 5
		SP:Iteration 230Q (69167.110000 sec): 3 clusters
  Score: Raw -18951069.312121 + Penalty 3881.123441 = -18947188.188680
  nChanged 6
		SP:Iteration 231Q (69168.010000 sec): 3 clusters
  Score: Raw -18951069.521582 + Penalty 3881.123441 = -18947188.398141
  nChanged 8
		SP:Iteration 232Q (69168.960000 sec): 3 clusters
  Score: Raw -18951069.863003 + Penalty 3881.123441 = -18947188.739562
  nChanged 9
		SP:Iteration 233Q (69169.890000 sec): 3 clusters
  Score: Raw -18951070.119314 + Penalty 3881.123441 = -18947188.995873
  nChanged 7
		SP:Iteration 234Q (69170.830000 sec): 3 clusters
  Score: Raw -18951070.310300 + Penalty 3881.123441 = -18947189.186860
  nChanged 3
		SP:Iteration 235Q (69171.790000 sec): 3 clusters
  Score: Raw -18951070.378824 + Penalty 3881.123441 = -18947189.255383
  nChanged 2
		SP:Iteration 236Q (69172.740000 sec): 3 clusters
  Score: Raw -18951070.439364 + Penalty 3881.123441 = -18947189.315923
  nChanged 3
		SP:Iteration 237Q (69173.700000 sec): 3 clusters
  Score: Raw -18951070.554736 + Penalty 3881.123441 = -18947189.431295
  nChanged 4
		SP:Iteration 238Q (69174.570000 sec): 3 clusters
  Score: Raw -18951070.657976 + Penalty 3881.123441 = -18947189.534535
  nChanged 2
		SP:Iteration 239Q (69175.560000 sec): 3 clusters
  Score: Raw -18951070.699719 + Penalty 3881.123441 = -18947189.576278
  nChanged 3
		SP:Iteration 240F (69176.600000 sec): 3 clusters
  Score: Raw -18951070.813514 + Penalty 3881.123441 = -18947189.690073
  nChanged 4
		SP:Iteration 241Q (69177.590000 sec): 3 clusters
  Score: Raw -18951070.952000 + Penalty 3881.123441 = -18947189.828559
  nChanged 4
		SP:Iteration 242Q (69178.530000 sec): 3 clusters
  Score: Raw -18951071.083269 + Penalty 3881.123441 = -18947189.959829
  nChanged 0
		SP:Iteration 243F (69179.550000 sec): 3 clusters
  Score: Raw -18951071.083269 + Penalty 3881.123441 = -18947189.959829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69179.760000 sec): 2 clusters
  Score: Raw -269240.351213 + Penalty 1249.448417 = -267990.902795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69179.930000 sec): 3 clusters
  Score: Raw -268328.205265 + Penalty 2498.896834 = -265829.308430
  nChanged 771
		SP:Iteration 1F (69180.130000 sec): 3 clusters
  Score: Raw -268813.310715 + Penalty 2498.896834 = -266314.413880
  nChanged 163
		SP:Iteration 2F (69180.260000 sec): 3 clusters
  Score: Raw -268931.957266 + Penalty 2498.896834 = -266433.060432
  nChanged 98
		SP:Iteration 3Q (69180.430000 sec): 3 clusters
  Score: Raw -268987.759385 + Penalty 2498.896834 = -266488.862551
  nChanged 58
		SP:Iteration 4Q (69180.610000 sec): 3 clusters
  Score: Raw -269021.383911 + Penalty 2498.896834 = -266522.487076
  nChanged 51
		SP:Iteration 5Q (69180.800000 sec): 3 clusters
  Score: Raw -269049.487165 + Penalty 2498.896834 = -266550.590330
  nChanged 40
		SP:Iteration 6Q (69180.990000 sec): 3 clusters
  Score: Raw -269070.322892 + Penalty 2498.896834 = -266571.426058
  nChanged 33
		SP:Iteration 7Q (69181.180000 sec): 3 clusters
  Score: Raw -269085.154591 + Penalty 2498.896834 = -266586.257756
  nChanged 27
		SP:Iteration 8Q (69181.350000 sec): 3 clusters
  Score: Raw -269097.414923 + Penalty 2498.896834 = -266598.518089
  nChanged 22
		SP:Iteration 9Q (69181.550000 sec): 3 clusters
  Score: Raw -269107.783794 + Penalty 2498.896834 = -266608.886960
  nChanged 25
		SP:Iteration 10Q (69181.710000 sec): 3 clusters
  Score: Raw -269120.244247 + Penalty 2498.896834 = -266621.347412
  nChanged 24
		SP:Iteration 11Q (69181.900000 sec): 3 clusters
  Score: Raw -269129.662847 + Penalty 2498.896834 = -266630.766013
  nChanged 23
		SP:Iteration 12Q (69182.110000 sec): 3 clusters
  Score: Raw -269141.019665 + Penalty 2498.896834 = -266642.122831
  nChanged 27
		SP:Iteration 13Q (69182.270000 sec): 3 clusters
  Score: Raw -269156.487315 + Penalty 2498.896834 = -266657.590481
  nChanged 30
		SP:Iteration 14Q (69182.450000 sec): 3 clusters
  Score: Raw -269170.541207 + Penalty 2498.896834 = -266671.644372
  nChanged 25
		SP:Iteration 15Q (69182.620000 sec): 3 clusters
  Score: Raw -269184.172379 + Penalty 2498.896834 = -266685.275545
  nChanged 26
		SP:Iteration 16Q (69182.810000 sec): 3 clusters
  Score: Raw -269199.490031 + Penalty 2498.896834 = -266700.593196
  nChanged 26
		SP:Iteration 17Q (69182.980000 sec): 3 clusters
  Score: Raw -269212.848957 + Penalty 2498.896834 = -266713.952123
  nChanged 21
		SP:Iteration 18Q (69183.130000 sec): 3 clusters
  Score: Raw -269225.901735 + Penalty 2498.896834 = -266727.004900
  nChanged 19
		SP:Iteration 19Q (69183.320000 sec): 3 clusters
  Score: Raw -269234.859683 + Penalty 2498.896834 = -266735.962849
  nChanged 15
		SP:Iteration 20F (69183.530000 sec): 3 clusters
  Score: Raw -269241.003900 + Penalty 2498.896834 = -266742.107066
  nChanged 16
		SP:Iteration 21Q (69183.690000 sec): 3 clusters
  Score: Raw -269251.589488 + Penalty 2498.896834 = -266752.692654
  nChanged 16
		SP:Iteration 22Q (69183.860000 sec): 3 clusters
  Score: Raw -269260.436939 + Penalty 2498.896834 = -266761.540105
  nChanged 18
		SP:Iteration 23Q (69184.040000 sec): 3 clusters
  Score: Raw -269269.143478 + Penalty 2498.896834 = -266770.246643
  nChanged 17
		SP:Iteration 24Q (69184.190000 sec): 3 clusters
  Score: Raw -269276.239570 + Penalty 2498.896834 = -266777.342735
  nChanged 20
		SP:Iteration 25Q (69184.370000 sec): 3 clusters
  Score: Raw -269284.515976 + Penalty 2498.896834 = -266785.619142
  nChanged 17
		SP:Iteration 26Q (69184.550000 sec): 3 clusters
  Score: Raw -269291.564852 + Penalty 2498.896834 = -266792.668018
  nChanged 8
		SP:Iteration 27Q (69184.730000 sec): 3 clusters
  Score: Raw -269295.080438 + Penalty 2498.896834 = -266796.183604
  nChanged 13
		SP:Iteration 28Q (69184.930000 sec): 3 clusters
  Score: Raw -269303.591486 + Penalty 2498.896834 = -266804.694651
  nChanged 19
		SP:Iteration 29Q (69185.100000 sec): 3 clusters
  Score: Raw -269315.794651 + Penalty 2498.896834 = -266816.897816
  nChanged 23
		SP:Iteration 30Q (69185.280000 sec): 3 clusters
  Score: Raw -269329.213191 + Penalty 2498.896834 = -266830.316357
  nChanged 15
		SP:Iteration 31Q (69185.440000 sec): 3 clusters
  Score: Raw -269338.989587 + Penalty 2498.896834 = -266840.092752
  nChanged 20
		SP:Iteration 32Q (69185.590000 sec): 3 clusters
  Score: Raw -269352.100491 + Penalty 2498.896834 = -266853.203657
  nChanged 21
		SP:Iteration 33Q (69185.780000 sec): 3 clusters
  Score: Raw -269365.038176 + Penalty 2498.896834 = -266866.141342
  nChanged 21
		SP:Iteration 34Q (69185.950000 sec): 3 clusters
  Score: Raw -269384.418875 + Penalty 2498.896834 = -266885.522041
  nChanged 21
		SP:Iteration 35Q (69186.130000 sec): 3 clusters
  Score: Raw -269396.518844 + Penalty 2498.896834 = -266897.622010
  nChanged 20
		SP:Iteration 36Q (69186.330000 sec): 3 clusters
  Score: Raw -269410.958514 + Penalty 2498.896834 = -266912.061679
  nChanged 14
		SP:Iteration 37Q (69186.490000 sec): 3 clusters
  Score: Raw -269421.722070 + Penalty 2498.896834 = -266922.825235
  nChanged 15
		SP:Iteration 38Q (69186.660000 sec): 3 clusters
  Score: Raw -269434.039822 + Penalty 2498.896834 = -266935.142987
  nChanged 7
		SP:Iteration 39Q (69186.830000 sec): 3 clusters
  Score: Raw -269438.278527 + Penalty 2498.896834 = -266939.381692
  nChanged 2
		SP:Iteration 40F (69187.010000 sec): 3 clusters
  Score: Raw -269439.371533 + Penalty 2498.896834 = -266940.474699
  nChanged 2
		SP:Iteration 41Q (69187.190000 sec): 3 clusters
  Score: Raw -269440.130017 + Penalty 2498.896834 = -266941.233182
  nChanged 2
		SP:Iteration 42Q (69187.380000 sec): 3 clusters
  Score: Raw -269440.773857 + Penalty 2498.896834 = -266941.877023
  nChanged 3
		SP:Iteration 43Q (69187.550000 sec): 3 clusters
  Score: Raw -269443.115539 + Penalty 2498.896834 = -266944.218704
  nChanged 1
		SP:Iteration 44Q (69187.690000 sec): 3 clusters
  Score: Raw -269443.293568 + Penalty 2498.896834 = -266944.396733
  nChanged 1
		SP:Iteration 45Q (69187.900000 sec): 3 clusters
  Score: Raw -269443.662569 + Penalty 2498.896834 = -266944.765735
  nChanged 2
		SP:Iteration 46Q (69188.090000 sec): 3 clusters
  Score: Raw -269444.199329 + Penalty 2498.896834 = -266945.302495
  nChanged 0
		SP:Iteration 47F (69188.240000 sec): 3 clusters
  Score: Raw -269444.199329 + Penalty 2498.896834 = -266945.302495
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (3109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69188.390000 sec): 2 clusters
  Score: Raw -340614.774069 + Penalty 1306.834167 = -339307.939902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69188.580000 sec): 3 clusters
  Score: Raw -339166.324485 + Penalty 2613.668333 = -336552.656152
  nChanged 1234
		SP:Iteration 1F (69188.710000 sec): 3 clusters
  Score: Raw -340150.310535 + Penalty 2613.668333 = -337536.642202
  nChanged 338
		SP:Iteration 2F (69188.890000 sec): 3 clusters
  Score: Raw -340574.657992 + Penalty 2613.668333 = -337960.989659
  nChanged 265
		SP:Iteration 3F (69189.090000 sec): 3 clusters
  Score: Raw -340910.069326 + Penalty 2613.668333 = -338296.400993
  nChanged 219
		SP:Iteration 4F (69189.250000 sec): 3 clusters
  Score: Raw -341280.010130 + Penalty 2613.668333 = -338666.341797
  nChanged 184
		SP:Iteration 5F (69189.480000 sec): 3 clusters
  Score: Raw -341521.813164 + Penalty 2613.668333 = -338908.144831
  nChanged 134
		SP:Iteration 6Q (69189.650000 sec): 3 clusters
  Score: Raw -341673.413893 + Penalty 2613.668333 = -339059.745560
  nChanged 101
		SP:Iteration 7Q (69189.830000 sec): 3 clusters
  Score: Raw -341789.497250 + Penalty 2613.668333 = -339175.828916
  nChanged 83
		SP:Iteration 8Q (69190.010000 sec): 3 clusters
  Score: Raw -341858.825103 + Penalty 2613.668333 = -339245.156770
  nChanged 72
		SP:Iteration 9Q (69190.200000 sec): 3 clusters
  Score: Raw -341928.048125 + Penalty 2613.668333 = -339314.379792
  nChanged 63
		SP:Iteration 10Q (69190.400000 sec): 3 clusters
  Score: Raw -342000.815867 + Penalty 2613.668333 = -339387.147534
  nChanged 53
		SP:Iteration 11Q (69190.590000 sec): 3 clusters
  Score: Raw -342067.547978 + Penalty 2613.668333 = -339453.879644
  nChanged 55
		SP:Iteration 12Q (69190.730000 sec): 3 clusters
  Score: Raw -342110.734360 + Penalty 2613.668333 = -339497.066026
  nChanged 31
		SP:Iteration 13Q (69190.910000 sec): 3 clusters
  Score: Raw -342128.209348 + Penalty 2613.668333 = -339514.541015
  nChanged 24
		SP:Iteration 14Q (69191.090000 sec): 3 clusters
  Score: Raw -342136.506443 + Penalty 2613.668333 = -339522.838109
  nChanged 16
		SP:Iteration 15Q (69191.260000 sec): 3 clusters
  Score: Raw -342141.808762 + Penalty 2613.668333 = -339528.140429
  nChanged 10
		SP:Iteration 16Q (69191.480000 sec): 3 clusters
  Score: Raw -342147.528451 + Penalty 2613.668333 = -339533.860117
  nChanged 7
		SP:Iteration 17Q (69191.660000 sec): 3 clusters
  Score: Raw -342149.396043 + Penalty 2613.668333 = -339535.727710
  nChanged 3
		SP:Iteration 18Q (69191.830000 sec): 3 clusters
  Score: Raw -342150.293173 + Penalty 2613.668333 = -339536.624839
  nChanged 1
		SP:Iteration 19Q (69192.020000 sec): 3 clusters
  Score: Raw -342150.625559 + Penalty 2613.668333 = -339536.957225
  nChanged 0
		SP:Iteration 20F (69192.230000 sec): 3 clusters
  Score: Raw -342150.625559 + Penalty 2613.668333 = -339536.957225
  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 6.54 GB.

 Trying to split cluster 26 (13505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69192.360000 sec): 2 clusters
  Score: Raw -1636884.246370 + Penalty 1545.507481 = -1635338.738889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69192.600000 sec): 3 clusters
  Score: Raw -1629116.747553 + Penalty 3091.014962 = -1626025.732591
  nChanged 5917
		SP:Iteration 1F (69192.830000 sec): 3 clusters
  Score: Raw -1632506.676210 + Penalty 3091.014962 = -1629415.661249
  nChanged 888
		SP:Iteration 2F (69193.050000 sec): 3 clusters
  Score: Raw -1633021.078019 + Penalty 3091.014962 = -1629930.063058
  nChanged 822
		SP:Iteration 3F (69193.260000 sec): 3 clusters
  Score: Raw -1633530.458990 + Penalty 3091.014962 = -1630439.444028
  nChanged 774
		SP:Iteration 4F (69193.500000 sec): 3 clusters
  Score: Raw -1634031.382869 + Penalty 3091.014962 = -1630940.367907
  nChanged 729
		SP:Iteration 5F (69193.750000 sec): 3 clusters
  Score: Raw -1634515.790484 + Penalty 3091.014962 = -1631424.775523
  nChanged 713
		SP:Iteration 6F (69193.950000 sec): 3 clusters
  Score: Raw -1634962.807647 + Penalty 3091.014962 = -1631871.792685
  nChanged 669
		SP:Iteration 7Q (69194.190000 sec): 3 clusters
  Score: Raw -1635375.151721 + Penalty 3091.014962 = -1632284.136759
  nChanged 617
		SP:Iteration 8Q (69194.420000 sec): 3 clusters
  Score: Raw -1635780.057419 + Penalty 3091.014962 = -1632689.042458
  nChanged 544
		SP:Iteration 9Q (69194.690000 sec): 3 clusters
  Score: Raw -1636169.322291 + Penalty 3091.014962 = -1633078.307329
  nChanged 518
		SP:Iteration 10Q (69194.880000 sec): 3 clusters
  Score: Raw -1636548.251043 + Penalty 3091.014962 = -1633457.236081
  nChanged 476
		SP:Iteration 11Q (69195.140000 sec): 3 clusters
  Score: Raw -1636887.507906 + Penalty 3091.014962 = -1633796.492945
  nChanged 398
		SP:Iteration 12Q (69195.340000 sec): 3 clusters
  Score: Raw -1637125.223840 + Penalty 3091.014962 = -1634034.208878
  nChanged 329
		SP:Iteration 13Q (69195.570000 sec): 3 clusters
  Score: Raw -1637297.916476 + Penalty 3091.014962 = -1634206.901514
  nChanged 273
		SP:Iteration 14Q (69195.780000 sec): 3 clusters
  Score: Raw -1637429.793357 + Penalty 3091.014962 = -1634338.778396
  nChanged 219
		SP:Iteration 15Q (69196.000000 sec): 3 clusters
  Score: Raw -1637532.786494 + Penalty 3091.014962 = -1634441.771532
  nChanged 197
		SP:Iteration 16Q (69196.250000 sec): 3 clusters
  Score: Raw -1637621.832960 + Penalty 3091.014962 = -1634530.817998
  nChanged 168
		SP:Iteration 17Q (69196.490000 sec): 3 clusters
  Score: Raw -1637710.062850 + Penalty 3091.014962 = -1634619.047889
  nChanged 161
		SP:Iteration 18Q (69196.720000 sec): 3 clusters
  Score: Raw -1637797.222713 + Penalty 3091.014962 = -1634706.207752
  nChanged 137
		SP:Iteration 19Q (69196.970000 sec): 3 clusters
  Score: Raw -1637852.125974 + Penalty 3091.014962 = -1634761.111012
  nChanged 119
		SP:Iteration 20F (69197.190000 sec): 3 clusters
  Score: Raw -1637887.289886 + Penalty 3091.014962 = -1634796.274924
  nChanged 74
		SP:Iteration 21Q (69197.430000 sec): 3 clusters
  Score: Raw -1637903.731370 + Penalty 3091.014962 = -1634812.716409
  nChanged 48
		SP:Iteration 22Q (69197.640000 sec): 3 clusters
  Score: Raw -1637910.684345 + Penalty 3091.014962 = -1634819.669383
  nChanged 35
		SP:Iteration 23Q (69197.870000 sec): 3 clusters
  Score: Raw -1637916.033806 + Penalty 3091.014962 = -1634825.018844
  nChanged 24
		SP:Iteration 24Q (69198.140000 sec): 3 clusters
  Score: Raw -1637919.144720 + Penalty 3091.014962 = -1634828.129758
  nChanged 23
		SP:Iteration 25Q (69198.370000 sec): 3 clusters
  Score: Raw -1637922.657889 + Penalty 3091.014962 = -1634831.642928
  nChanged 23
		SP:Iteration 26Q (69198.600000 sec): 3 clusters
  Score: Raw -1637926.293417 + Penalty 3091.014962 = -1634835.278456
  nChanged 9
		SP:Iteration 27Q (69198.840000 sec): 3 clusters
  Score: Raw -1637927.218059 + Penalty 3091.014962 = -1634836.203097
  nChanged 6
		SP:Iteration 28Q (69199.090000 sec): 3 clusters
  Score: Raw -1637927.880691 + Penalty 3091.014962 = -1634836.865730
  nChanged 8
		SP:Iteration 29Q (69199.310000 sec): 3 clusters
  Score: Raw -1637928.595712 + Penalty 3091.014962 = -1634837.580750
  nChanged 4
		SP:Iteration 30Q (69199.590000 sec): 3 clusters
  Score: Raw -1637928.971370 + Penalty 3091.014962 = -1634837.956409
  nChanged 4
		SP:Iteration 31Q (69199.780000 sec): 3 clusters
  Score: Raw -1637929.227122 + Penalty 3091.014962 = -1634838.212160
  nChanged 2
		SP:Iteration 32Q (69200.030000 sec): 3 clusters
  Score: Raw -1637929.574032 + Penalty 3091.014962 = -1634838.559071
  nChanged 1
		SP:Iteration 33Q (69200.250000 sec): 3 clusters
  Score: Raw -1637929.631466 + Penalty 3091.014962 = -1634838.616504
  nChanged 1
		SP:Iteration 34Q (69200.480000 sec): 3 clusters
  Score: Raw -1637929.673785 + Penalty 3091.014962 = -1634838.658824
  nChanged 1
		SP:Iteration 35Q (69200.710000 sec): 3 clusters
  Score: Raw -1637929.772872 + Penalty 3091.014962 = -1634838.757911
  nChanged 0
		SP:Iteration 36F (69200.970000 sec): 3 clusters
  Score: Raw -1637929.772872 + Penalty 3091.014962 = -1634838.757911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69201.080000 sec): 2 clusters
  Score: Raw -385562.645275 + Penalty 1317.014314 = -384245.630961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69201.290000 sec): 3 clusters
  Score: Raw -383950.436505 + Penalty 2634.028627 = -381316.407878
  nChanged 1283
		SP:Iteration 1F (69201.490000 sec): 3 clusters
  Score: Raw -384793.641326 + Penalty 2634.028627 = -382159.612699
  nChanged 280
		SP:Iteration 2F (69201.670000 sec): 3 clusters
  Score: Raw -385041.161214 + Penalty 2634.028627 = -382407.132587
  nChanged 200
		SP:Iteration 3F (69201.870000 sec): 3 clusters
  Score: Raw -385248.280583 + Penalty 2634.028627 = -382614.251956
  nChanged 177
		SP:Iteration 4F (69202.040000 sec): 3 clusters
  Score: Raw -385429.144035 + Penalty 2634.028627 = -382795.115408
  nChanged 164
		SP:Iteration 5Q (69202.250000 sec): 3 clusters
  Score: Raw -385591.327158 + Penalty 2634.028627 = -382957.298530
  nChanged 163
		SP:Iteration 6Q (69202.430000 sec): 3 clusters
  Score: Raw -385754.928860 + Penalty 2634.028627 = -383120.900233
  nChanged 158
		SP:Iteration 7Q (69202.620000 sec): 3 clusters
  Score: Raw -385929.108321 + Penalty 2634.028627 = -383295.079693
  nChanged 151
		SP:Iteration 8Q (69202.770000 sec): 3 clusters
  Score: Raw -386120.656495 + Penalty 2634.028627 = -383486.627868
  nChanged 159
		SP:Iteration 9Q (69202.970000 sec): 3 clusters
  Score: Raw -386285.951976 + Penalty 2634.028627 = -383651.923349
  nChanged 106
		SP:Iteration 10Q (69203.170000 sec): 3 clusters
  Score: Raw -386373.370910 + Penalty 2634.028627 = -383739.342283
  nChanged 92
		SP:Iteration 11Q (69203.370000 sec): 3 clusters
  Score: Raw -386451.093081 + Penalty 2634.028627 = -383817.064454
  nChanged 74
		SP:Iteration 12Q (69203.570000 sec): 3 clusters
  Score: Raw -386507.521333 + Penalty 2634.028627 = -383873.492705
  nChanged 50
		SP:Iteration 13Q (69203.750000 sec): 3 clusters
  Score: Raw -386542.318557 + Penalty 2634.028627 = -383908.289930
  nChanged 39
		SP:Iteration 14Q (69203.980000 sec): 3 clusters
  Score: Raw -386563.119618 + Penalty 2634.028627 = -383929.090991
  nChanged 36
		SP:Iteration 15Q (69204.180000 sec): 3 clusters
  Score: Raw -386595.460681 + Penalty 2634.028627 = -383961.432054
  nChanged 49
		SP:Iteration 16Q (69204.330000 sec): 3 clusters
  Score: Raw -386641.575103 + Penalty 2634.028627 = -384007.546475
  nChanged 33
		SP:Iteration 17Q (69204.550000 sec): 3 clusters
  Score: Raw -386671.761077 + Penalty 2634.028627 = -384037.732450
  nChanged 30
		SP:Iteration 18Q (69204.710000 sec): 3 clusters
  Score: Raw -386698.134151 + Penalty 2634.028627 = -384064.105524
  nChanged 27
		SP:Iteration 19Q (69204.850000 sec): 3 clusters
  Score: Raw -386711.914669 + Penalty 2634.028627 = -384077.886042
  nChanged 16
		SP:Iteration 20F (69205.070000 sec): 3 clusters
  Score: Raw -386717.413334 + Penalty 2634.028627 = -384083.384707
  nChanged 13
		SP:Iteration 21Q (69205.210000 sec): 3 clusters
  Score: Raw -386721.184195 + Penalty 2634.028627 = -384087.155567
  nChanged 7
		SP:Iteration 22Q (69205.390000 sec): 3 clusters
  Score: Raw -386723.460283 + Penalty 2634.028627 = -384089.431656
  nChanged 6
		SP:Iteration 23Q (69205.540000 sec): 3 clusters
  Score: Raw -386725.007602 + Penalty 2634.028627 = -384090.978975
  nChanged 6
		SP:Iteration 24Q (69205.720000 sec): 3 clusters
  Score: Raw -386728.239082 + Penalty 2634.028627 = -384094.210454
  nChanged 9
		SP:Iteration 25Q (69205.920000 sec): 3 clusters
  Score: Raw -386731.471064 + Penalty 2634.028627 = -384097.442437
  nChanged 7
		SP:Iteration 26Q (69206.110000 sec): 3 clusters
  Score: Raw -386734.422467 + Penalty 2634.028627 = -384100.393840
  nChanged 7
		SP:Iteration 27Q (69206.290000 sec): 3 clusters
  Score: Raw -386736.483825 + Penalty 2634.028627 = -384102.455198
  nChanged 3
		SP:Iteration 28Q (69206.480000 sec): 3 clusters
  Score: Raw -386737.232164 + Penalty 2634.028627 = -384103.203537
  nChanged 1
		SP:Iteration 29Q (69206.620000 sec): 3 clusters
  Score: Raw -386737.443832 + Penalty 2634.028627 = -384103.415205
  nChanged 1
		SP:Iteration 30Q (69206.790000 sec): 3 clusters
  Score: Raw -386737.841592 + Penalty 2634.028627 = -384103.812964
  nChanged 0
		SP:Iteration 31F (69206.970000 sec): 3 clusters
  Score: Raw -386737.841592 + Penalty 2634.028627 = -384103.812964
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (1927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69207.110000 sec): 2 clusters
  Score: Raw -221423.127023 + Penalty 1229.104446 = -220194.022577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69207.290000 sec): 3 clusters
  Score: Raw -220642.989472 + Penalty 2458.208892 = -218184.780580
  nChanged 669
		SP:Iteration 1F (69207.440000 sec): 3 clusters
  Score: Raw -221191.658895 + Penalty 2458.208892 = -218733.450003
  nChanged 190
		SP:Iteration 2F (69207.620000 sec): 3 clusters
  Score: Raw -221402.326606 + Penalty 2458.208892 = -218944.117714
  nChanged 139
		SP:Iteration 3F (69207.810000 sec): 3 clusters
  Score: Raw -221578.953029 + Penalty 2458.208892 = -219120.744137
  nChanged 127
		SP:Iteration 4F (69208.010000 sec): 3 clusters
  Score: Raw -221729.796528 + Penalty 2458.208892 = -219271.587636
  nChanged 119
		SP:Iteration 5F (69208.170000 sec): 3 clusters
  Score: Raw -221881.303884 + Penalty 2458.208892 = -219423.094992
  nChanged 87
		SP:Iteration 6Q (69208.360000 sec): 3 clusters
  Score: Raw -221990.867002 + Penalty 2458.208892 = -219532.658110
  nChanged 66
		SP:Iteration 7Q (69208.510000 sec): 3 clusters
  Score: Raw -222048.836248 + Penalty 2458.208892 = -219590.627356
  nChanged 38
		SP:Iteration 8Q (69208.680000 sec): 3 clusters
  Score: Raw -222078.743022 + Penalty 2458.208892 = -219620.534130
  nChanged 30
		SP:Iteration 9Q (69208.870000 sec): 3 clusters
  Score: Raw -222101.329385 + Penalty 2458.208892 = -219643.120493
  nChanged 25
		SP:Iteration 10Q (69209.020000 sec): 3 clusters
  Score: Raw -222115.125578 + Penalty 2458.208892 = -219656.916686
  nChanged 16
		SP:Iteration 11Q (69209.170000 sec): 3 clusters
  Score: Raw -222123.784910 + Penalty 2458.208892 = -219665.576017
  nChanged 11
		SP:Iteration 12Q (69209.330000 sec): 3 clusters
  Score: Raw -222129.395580 + Penalty 2458.208892 = -219671.186687
  nChanged 9
		SP:Iteration 13Q (69209.490000 sec): 3 clusters
  Score: Raw -222138.789096 + Penalty 2458.208892 = -219680.580204
  nChanged 12
		SP:Iteration 14Q (69209.630000 sec): 3 clusters
  Score: Raw -222147.921901 + Penalty 2458.208892 = -219689.713008
  nChanged 11
		SP:Iteration 15Q (69209.790000 sec): 3 clusters
  Score: Raw -222158.597897 + Penalty 2458.208892 = -219700.389005
  nChanged 15
		SP:Iteration 16Q (69209.980000 sec): 3 clusters
  Score: Raw -222173.810878 + Penalty 2458.208892 = -219715.601985
  nChanged 18
		SP:Iteration 17Q (69210.160000 sec): 3 clusters
  Score: Raw -222189.818966 + Penalty 2458.208892 = -219731.610074
  nChanged 19
		SP:Iteration 18Q (69210.340000 sec): 3 clusters
  Score: Raw -222210.664674 + Penalty 2458.208892 = -219752.455781
  nChanged 19
		SP:Iteration 19Q (69210.510000 sec): 3 clusters
  Score: Raw -222222.556512 + Penalty 2458.208892 = -219764.347619
  nChanged 18
		SP:Iteration 20F (69210.690000 sec): 3 clusters
  Score: Raw -222236.992727 + Penalty 2458.208892 = -219778.783835
  nChanged 15
		SP:Iteration 21Q (69210.860000 sec): 3 clusters
  Score: Raw -222250.816357 + Penalty 2458.208892 = -219792.607465
  nChanged 16
		SP:Iteration 22Q (69211.040000 sec): 3 clusters
  Score: Raw -222267.346744 + Penalty 2458.208892 = -219809.137852
  nChanged 9
		SP:Iteration 23Q (69211.210000 sec): 3 clusters
  Score: Raw -222276.059743 + Penalty 2458.208892 = -219817.850851
  nChanged 6
		SP:Iteration 24Q (69211.330000 sec): 3 clusters
  Score: Raw -222279.292000 + Penalty 2458.208892 = -219821.083108
  nChanged 4
		SP:Iteration 25Q (69211.540000 sec): 3 clusters
  Score: Raw -222280.462007 + Penalty 2458.208892 = -219822.253115
  nChanged 2
		SP:Iteration 26Q (69211.690000 sec): 3 clusters
  Score: Raw -222281.492476 + Penalty 2458.208892 = -219823.283584
  nChanged 2
		SP:Iteration 27Q (69211.900000 sec): 3 clusters
  Score: Raw -222282.769427 + Penalty 2458.208892 = -219824.560535
  nChanged 1
		SP:Iteration 28Q (69212.060000 sec): 3 clusters
  Score: Raw -222283.282542 + Penalty 2458.208892 = -219825.073649
  nChanged 0
		SP:Iteration 29F (69212.250000 sec): 3 clusters
  Score: Raw -222283.282542 + Penalty 2458.208892 = -219825.073649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (24768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69212.480000 sec): 2 clusters
  Score: Raw -2885089.120938 + Penalty 1644.062514 = -2883445.058424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69212.800000 sec): 3 clusters
  Score: Raw -2869937.096582 + Penalty 3288.125027 = -2866648.971555
  nChanged 11315
		SP:Iteration 1F (69213.080000 sec): 3 clusters
  Score: Raw -2876443.701643 + Penalty 3288.125027 = -2873155.576616
  nChanged 1385
		SP:Iteration 2F (69213.360000 sec): 3 clusters
  Score: Raw -2877077.183965 + Penalty 3288.125027 = -2873789.058938
  nChanged 1386
		SP:Iteration 3F (69213.670000 sec): 3 clusters
  Score: Raw -2877756.404420 + Penalty 3288.125027 = -2874468.279393
  nChanged 1443
		SP:Iteration 4F (69213.960000 sec): 3 clusters
  Score: Raw -2878634.902325 + Penalty 3288.125027 = -2875346.777297
  nChanged 1630
		SP:Iteration 5F (69214.230000 sec): 3 clusters
  Score: Raw -2879748.166668 + Penalty 3288.125027 = -2876460.041640
  nChanged 1636
		SP:Iteration 6F (69214.490000 sec): 3 clusters
  Score: Raw -2880923.982557 + Penalty 3288.125027 = -2877635.857530
  nChanged 1475
		SP:Iteration 7F (69214.790000 sec): 3 clusters
  Score: Raw -2881987.465407 + Penalty 3288.125027 = -2878699.340379
  nChanged 1216
		SP:Iteration 8Q (69215.090000 sec): 3 clusters
  Score: Raw -2882809.170085 + Penalty 3288.125027 = -2879521.045058
  nChanged 925
		SP:Iteration 9Q (69215.410000 sec): 3 clusters
  Score: Raw -2883362.208170 + Penalty 3288.125027 = -2880074.083143
  nChanged 704
		SP:Iteration 10Q (69215.680000 sec): 3 clusters
  Score: Raw -2883730.238198 + Penalty 3288.125027 = -2880442.113171
  nChanged 565
		SP:Iteration 11Q (69215.950000 sec): 3 clusters
  Score: Raw -2883983.277908 + Penalty 3288.125027 = -2880695.152881
  nChanged 429
		SP:Iteration 12Q (69216.270000 sec): 3 clusters
  Score: Raw -2884150.451220 + Penalty 3288.125027 = -2880862.326192
  nChanged 370
		SP:Iteration 13Q (69216.560000 sec): 3 clusters
  Score: Raw -2884279.106996 + Penalty 3288.125027 = -2880990.981969
  nChanged 321
		SP:Iteration 14Q (69216.830000 sec): 3 clusters
  Score: Raw -2884387.542533 + Penalty 3288.125027 = -2881099.417506
  nChanged 290
		SP:Iteration 15Q (69217.140000 sec): 3 clusters
  Score: Raw -2884489.875565 + Penalty 3288.125027 = -2881201.750538
  nChanged 304
		SP:Iteration 16Q (69217.440000 sec): 3 clusters
  Score: Raw -2884588.499313 + Penalty 3288.125027 = -2881300.374285
  nChanged 250
		SP:Iteration 17Q (69217.680000 sec): 3 clusters
  Score: Raw -2884658.878471 + Penalty 3288.125027 = -2881370.753444
  nChanged 224
		SP:Iteration 18Q (69218.000000 sec): 3 clusters
  Score: Raw -2884720.031133 + Penalty 3288.125027 = -2881431.906105
  nChanged 216
		SP:Iteration 19Q (69218.280000 sec): 3 clusters
  Score: Raw -2884784.088539 + Penalty 3288.125027 = -2881495.963511
  nChanged 208
		SP:Iteration 20F (69218.570000 sec): 3 clusters
  Score: Raw -2884844.688186 + Penalty 3288.125027 = -2881556.563158
  nChanged 209
		SP:Iteration 21Q (69218.860000 sec): 3 clusters
  Score: Raw -2884905.699726 + Penalty 3288.125027 = -2881617.574699
  nChanged 202
		SP:Iteration 22Q (69219.140000 sec): 3 clusters
  Score: Raw -2884967.514469 + Penalty 3288.125027 = -2881679.389442
  nChanged 202
		SP:Iteration 23Q (69219.390000 sec): 3 clusters
  Score: Raw -2885024.898573 + Penalty 3288.125027 = -2881736.773546
  nChanged 193
		SP:Iteration 24Q (69219.620000 sec): 3 clusters
  Score: Raw -2885081.287027 + Penalty 3288.125027 = -2881793.162000
  nChanged 195
		SP:Iteration 25Q (69219.950000 sec): 3 clusters
  Score: Raw -2885145.085588 + Penalty 3288.125027 = -2881856.960561
  nChanged 180
		SP:Iteration 26Q (69220.230000 sec): 3 clusters
  Score: Raw -2885203.145861 + Penalty 3288.125027 = -2881915.020834
  nChanged 171
		SP:Iteration 27Q (69220.510000 sec): 3 clusters
  Score: Raw -2885265.127356 + Penalty 3288.125027 = -2881977.002328
  nChanged 172
		SP:Iteration 28Q (69220.730000 sec): 3 clusters
  Score: Raw -2885331.179934 + Penalty 3288.125027 = -2882043.054907
  nChanged 173
		SP:Iteration 29Q (69220.970000 sec): 3 clusters
  Score: Raw -2885387.521819 + Penalty 3288.125027 = -2882099.396792
  nChanged 148
		SP:Iteration 30Q (69221.240000 sec): 3 clusters
  Score: Raw -2885434.681119 + Penalty 3288.125027 = -2882146.556091
  nChanged 147
		SP:Iteration 31Q (69221.500000 sec): 3 clusters
  Score: Raw -2885482.216385 + Penalty 3288.125027 = -2882194.091357
  nChanged 118
		SP:Iteration 32Q (69221.790000 sec): 3 clusters
  Score: Raw -2885520.603702 + Penalty 3288.125027 = -2882232.478675
  nChanged 110
		SP:Iteration 33Q (69222.040000 sec): 3 clusters
  Score: Raw -2885558.855521 + Penalty 3288.125027 = -2882270.730493
  nChanged 101
		SP:Iteration 34Q (69222.310000 sec): 3 clusters
  Score: Raw -2885597.131590 + Penalty 3288.125027 = -2882309.006563
  nChanged 104
		SP:Iteration 35Q (69222.610000 sec): 3 clusters
  Score: Raw -2885639.214929 + Penalty 3288.125027 = -2882351.089901
  nChanged 79
		SP:Iteration 36Q (69222.900000 sec): 3 clusters
  Score: Raw -2885668.287699 + Penalty 3288.125027 = -2882380.162672
  nChanged 79
		SP:Iteration 37Q (69223.170000 sec): 3 clusters
  Score: Raw -2885693.516079 + Penalty 3288.125027 = -2882405.391052
  nChanged 65
		SP:Iteration 38Q (69223.450000 sec): 3 clusters
  Score: Raw -2885711.333560 + Penalty 3288.125027 = -2882423.208532
  nChanged 53
		SP:Iteration 39Q (69223.730000 sec): 3 clusters
  Score: Raw -2885726.484714 + Penalty 3288.125027 = -2882438.359687
  nChanged 50
		SP:Iteration 40F (69223.970000 sec): 3 clusters
  Score: Raw -2885743.892622 + Penalty 3288.125027 = -2882455.767594
  nChanged 48
		SP:Iteration 41Q (69224.220000 sec): 3 clusters
  Score: Raw -2885765.650901 + Penalty 3288.125027 = -2882477.525873
  nChanged 51
		SP:Iteration 42Q (69224.490000 sec): 3 clusters
  Score: Raw -2885789.984434 + Penalty 3288.125027 = -2882501.859407
  nChanged 61
		SP:Iteration 43Q (69224.810000 sec): 3 clusters
  Score: Raw -2885813.023150 + Penalty 3288.125027 = -2882524.898123
  nChanged 38
		SP:Iteration 44Q (69225.050000 sec): 3 clusters
  Score: Raw -2885823.783443 + Penalty 3288.125027 = -2882535.658415
  nChanged 35
		SP:Iteration 45Q (69225.350000 sec): 3 clusters
  Score: Raw -2885835.571508 + Penalty 3288.125027 = -2882547.446481
  nChanged 29
		SP:Iteration 46Q (69225.610000 sec): 3 clusters
  Score: Raw -2885845.177352 + Penalty 3288.125027 = -2882557.052325
  nChanged 29
		SP:Iteration 47Q (69225.890000 sec): 3 clusters
  Score: Raw -2885855.095486 + Penalty 3288.125027 = -2882566.970459
  nChanged 30
		SP:Iteration 48Q (69226.170000 sec): 3 clusters
  Score: Raw -2885863.568598 + Penalty 3288.125027 = -2882575.443571
  nChanged 25
		SP:Iteration 49Q (69226.440000 sec): 3 clusters
  Score: Raw -2885872.439177 + Penalty 3288.125027 = -2882584.314150
  nChanged 23
		SP:Iteration 50Q (69226.680000 sec): 3 clusters
  Score: Raw -2885880.715950 + Penalty 3288.125027 = -2882592.590922
  nChanged 25
		SP:Iteration 51Q (69226.960000 sec): 3 clusters
  Score: Raw -2885888.341547 + Penalty 3288.125027 = -2882600.216520
  nChanged 18
		SP:Iteration 52Q (69227.200000 sec): 3 clusters
  Score: Raw -2885893.613635 + Penalty 3288.125027 = -2882605.488607
  nChanged 15
		SP:Iteration 53Q (69227.390000 sec): 3 clusters
  Score: Raw -2885898.057333 + Penalty 3288.125027 = -2882609.932305
  nChanged 24
		SP:Iteration 54Q (69227.660000 sec): 3 clusters
  Score: Raw -2885906.171370 + Penalty 3288.125027 = -2882618.046343
  nChanged 26
		SP:Iteration 55Q (69227.950000 sec): 3 clusters
  Score: Raw -2885914.410802 + Penalty 3288.125027 = -2882626.285774
  nChanged 20
		SP:Iteration 56Q (69228.230000 sec): 3 clusters
  Score: Raw -2885919.519662 + Penalty 3288.125027 = -2882631.394634
  nChanged 11
		SP:Iteration 57Q (69228.500000 sec): 3 clusters
  Score: Raw -2885922.271128 + Penalty 3288.125027 = -2882634.146101
  nChanged 12
		SP:Iteration 58Q (69228.780000 sec): 3 clusters
  Score: Raw -2885924.997810 + Penalty 3288.125027 = -2882636.872783
  nChanged 13
		SP:Iteration 59Q (69229.060000 sec): 3 clusters
  Score: Raw -2885928.909371 + Penalty 3288.125027 = -2882640.784344
  nChanged 18
		SP:Iteration 60F (69229.340000 sec): 3 clusters
  Score: Raw -2885932.942545 + Penalty 3288.125027 = -2882644.817518
  nChanged 5
		SP:Iteration 61Q (69229.620000 sec): 3 clusters
  Score: Raw -2885933.991727 + Penalty 3288.125027 = -2882645.866700
  nChanged 5
		SP:Iteration 62Q (69229.850000 sec): 3 clusters
  Score: Raw -2885936.415527 + Penalty 3288.125027 = -2882648.290500
  nChanged 3
		SP:Iteration 63Q (69230.140000 sec): 3 clusters
  Score: Raw -2885937.321412 + Penalty 3288.125027 = -2882649.196385
  nChanged 3
		SP:Iteration 64Q (69230.420000 sec): 3 clusters
  Score: Raw -2885937.931723 + Penalty 3288.125027 = -2882649.806696
  nChanged 1
		SP:Iteration 65Q (69230.700000 sec): 3 clusters
  Score: Raw -2885938.661462 + Penalty 3288.125027 = -2882650.536434
  nChanged 4
		SP:Iteration 66Q (69230.960000 sec): 3 clusters
  Score: Raw -2885939.872655 + Penalty 3288.125027 = -2882651.747628
  nChanged 4
		SP:Iteration 67Q (69231.200000 sec): 3 clusters
  Score: Raw -2885940.783438 + Penalty 3288.125027 = -2882652.658411
  nChanged 6
		SP:Iteration 68Q (69231.530000 sec): 3 clusters
  Score: Raw -2885942.574924 + Penalty 3288.125027 = -2882654.449897
  nChanged 3
		SP:Iteration 69Q (69231.800000 sec): 3 clusters
  Score: Raw -2885943.499685 + Penalty 3288.125027 = -2882655.374657
  nChanged 5
		SP:Iteration 70Q (69232.090000 sec): 3 clusters
  Score: Raw -2885944.280972 + Penalty 3288.125027 = -2882656.155944
  nChanged 3
		SP:Iteration 71Q (69232.360000 sec): 3 clusters
  Score: Raw -2885944.974333 + Penalty 3288.125027 = -2882656.849305
  nChanged 6
		SP:Iteration 72Q (69232.630000 sec): 3 clusters
  Score: Raw -2885947.158399 + Penalty 3288.125027 = -2882659.033372
  nChanged 9
		SP:Iteration 73Q (69232.910000 sec): 3 clusters
  Score: Raw -2885949.225148 + Penalty 3288.125027 = -2882661.100121
  nChanged 5
		SP:Iteration 74Q (69233.220000 sec): 3 clusters
  Score: Raw -2885950.584546 + Penalty 3288.125027 = -2882662.459519
  nChanged 2
		SP:Iteration 75Q (69233.510000 sec): 3 clusters
  Score: Raw -2885951.100795 + Penalty 3288.125027 = -2882662.975768
  nChanged 3
		SP:Iteration 76Q (69233.850000 sec): 3 clusters
  Score: Raw -2885951.789868 + Penalty 3288.125027 = -2882663.664841
  nChanged 2
		SP:Iteration 77Q (69234.100000 sec): 3 clusters
  Score: Raw -2885952.799850 + Penalty 3288.125027 = -2882664.674822
  nChanged 4
		SP:Iteration 78Q (69234.380000 sec): 3 clusters
  Score: Raw -2885954.286422 + Penalty 3288.125027 = -2882666.161395
  nChanged 4
		SP:Iteration 79Q (69234.680000 sec): 3 clusters
  Score: Raw -2885955.575645 + Penalty 3288.125027 = -2882667.450617
  nChanged 5
		SP:Iteration 80F (69235.000000 sec): 3 clusters
  Score: Raw -2885958.716686 + Penalty 3288.125027 = -2882670.591659
  nChanged 12
		SP:Iteration 81Q (69235.260000 sec): 3 clusters
  Score: Raw -2885965.187564 + Penalty 3288.125027 = -2882677.062536
  nChanged 17
		SP:Iteration 82Q (69235.540000 sec): 3 clusters
  Score: Raw -2885974.540065 + Penalty 3288.125027 = -2882686.415037
  nChanged 22
		SP:Iteration 83Q (69235.840000 sec): 3 clusters
  Score: Raw -2885982.320545 + Penalty 3288.125027 = -2882694.195518
  nChanged 21
		SP:Iteration 84Q (69236.150000 sec): 3 clusters
  Score: Raw -2885990.617650 + Penalty 3288.125027 = -2882702.492622
  nChanged 14
		SP:Iteration 85Q (69236.400000 sec): 3 clusters
  Score: Raw -2885996.002206 + Penalty 3288.125027 = -2882707.877178
  nChanged 13
		SP:Iteration 86Q (69236.690000 sec): 3 clusters
  Score: Raw -2886000.237574 + Penalty 3288.125027 = -2882712.112546
  nChanged 16
		SP:Iteration 87Q (69236.950000 sec): 3 clusters
  Score: Raw -2886006.414475 + Penalty 3288.125027 = -2882718.289448
  nChanged 8
		SP:Iteration 88Q (69237.220000 sec): 3 clusters
  Score: Raw -2886009.289655 + Penalty 3288.125027 = -2882721.164628
  nChanged 6
		SP:Iteration 89Q (69237.520000 sec): 3 clusters
  Score: Raw -2886010.937042 + Penalty 3288.125027 = -2882722.812015
  nChanged 6
		SP:Iteration 90Q (69237.780000 sec): 3 clusters
  Score: Raw -2886012.988774 + Penalty 3288.125027 = -2882724.863747
  nChanged 3
		SP:Iteration 91Q (69238.070000 sec): 3 clusters
  Score: Raw -2886014.118334 + Penalty 3288.125027 = -2882725.993306
  nChanged 2
		SP:Iteration 92Q (69238.320000 sec): 3 clusters
  Score: Raw -2886014.957793 + Penalty 3288.125027 = -2882726.832765
  nChanged 3
		SP:Iteration 93Q (69238.610000 sec): 3 clusters
  Score: Raw -2886015.716647 + Penalty 3288.125027 = -2882727.591619
  nChanged 1
		SP:Iteration 94Q (69238.890000 sec): 3 clusters
  Score: Raw -2886015.823756 + Penalty 3288.125027 = -2882727.698729
  nChanged 0
		SP:Iteration 95F (69239.160000 sec): 3 clusters
  Score: Raw -2886015.823756 + Penalty 3288.125027 = -2882727.698729
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (10177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69239.300000 sec): 2 clusters
  Score: Raw -1179306.109627 + Penalty 1499.531402 = -1177806.578225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69239.500000 sec): 3 clusters
  Score: Raw -1173580.981337 + Penalty 2999.062804 = -1170581.918532
  nChanged 4368
		SP:Iteration 1F (69239.760000 sec): 3 clusters
  Score: Raw -1176327.701636 + Penalty 2999.062804 = -1173328.638832
  nChanged 817
		SP:Iteration 2F (69239.980000 sec): 3 clusters
  Score: Raw -1177069.852213 + Penalty 2999.062804 = -1174070.789409
  nChanged 863
		SP:Iteration 3F (69240.170000 sec): 3 clusters
  Score: Raw -1177943.024139 + Penalty 2999.062804 = -1174943.961335
  nChanged 872
		SP:Iteration 4F (69240.410000 sec): 3 clusters
  Score: Raw -1178881.097572 + Penalty 2999.062804 = -1175882.034767
  nChanged 837
		SP:Iteration 5F (69240.630000 sec): 3 clusters
  Score: Raw -1179716.796785 + Penalty 2999.062804 = -1176717.733981
  nChanged 696
		SP:Iteration 6F (69240.860000 sec): 3 clusters
  Score: Raw -1180267.239095 + Penalty 2999.062804 = -1177268.176291
  nChanged 505
		SP:Iteration 7Q (69241.090000 sec): 3 clusters
  Score: Raw -1180574.132218 + Penalty 2999.062804 = -1177575.069414
  nChanged 354
		SP:Iteration 8Q (69241.300000 sec): 3 clusters
  Score: Raw -1180746.444129 + Penalty 2999.062804 = -1177747.381325
  nChanged 247
		SP:Iteration 9Q (69241.500000 sec): 3 clusters
  Score: Raw -1180836.824636 + Penalty 2999.062804 = -1177837.761832
  nChanged 156
		SP:Iteration 10Q (69241.690000 sec): 3 clusters
  Score: Raw -1180884.688687 + Penalty 2999.062804 = -1177885.625883
  nChanged 116
		SP:Iteration 11Q (69241.920000 sec): 3 clusters
  Score: Raw -1180912.628629 + Penalty 2999.062804 = -1177913.565825
  nChanged 97
		SP:Iteration 12Q (69242.110000 sec): 3 clusters
  Score: Raw -1180937.559995 + Penalty 2999.062804 = -1177938.497191
  nChanged 92
		SP:Iteration 13Q (69242.330000 sec): 3 clusters
  Score: Raw -1180961.877123 + Penalty 2999.062804 = -1177962.814318
  nChanged 92
		SP:Iteration 14Q (69242.580000 sec): 3 clusters
  Score: Raw -1180986.357548 + Penalty 2999.062804 = -1177987.294744
  nChanged 104
		SP:Iteration 15Q (69242.760000 sec): 3 clusters
  Score: Raw -1181019.508090 + Penalty 2999.062804 = -1178020.445285
  nChanged 110
		SP:Iteration 16Q (69243.000000 sec): 3 clusters
  Score: Raw -1181055.132348 + Penalty 2999.062804 = -1178056.069544
  nChanged 119
		SP:Iteration 17Q (69243.210000 sec): 3 clusters
  Score: Raw -1181093.374109 + Penalty 2999.062804 = -1178094.311305
  nChanged 111
		SP:Iteration 18Q (69243.420000 sec): 3 clusters
  Score: Raw -1181131.087575 + Penalty 2999.062804 = -1178132.024771
  nChanged 113
		SP:Iteration 19Q (69243.630000 sec): 3 clusters
  Score: Raw -1181173.076150 + Penalty 2999.062804 = -1178174.013345
  nChanged 100
		SP:Iteration 20F (69243.860000 sec): 3 clusters
  Score: Raw -1181204.217208 + Penalty 2999.062804 = -1178205.154404
  nChanged 81
		SP:Iteration 21Q (69244.080000 sec): 3 clusters
  Score: Raw -1181224.181272 + Penalty 2999.062804 = -1178225.118468
  nChanged 72
		SP:Iteration 22Q (69244.280000 sec): 3 clusters
  Score: Raw -1181237.863796 + Penalty 2999.062804 = -1178238.800992
  nChanged 52
		SP:Iteration 23Q (69244.470000 sec): 3 clusters
  Score: Raw -1181249.809785 + Penalty 2999.062804 = -1178250.746981
  nChanged 47
		SP:Iteration 24Q (69244.680000 sec): 3 clusters
  Score: Raw -1181259.524331 + Penalty 2999.062804 = -1178260.461527
  nChanged 53
		SP:Iteration 25Q (69244.900000 sec): 3 clusters
  Score: Raw -1181268.918648 + Penalty 2999.062804 = -1178269.855844
  nChanged 37
		SP:Iteration 26Q (69245.140000 sec): 3 clusters
  Score: Raw -1181275.081055 + Penalty 2999.062804 = -1178276.018251
  nChanged 39
		SP:Iteration 27Q (69245.330000 sec): 3 clusters
  Score: Raw -1181281.168411 + Penalty 2999.062804 = -1178282.105607
  nChanged 34
		SP:Iteration 28Q (69245.540000 sec): 3 clusters
  Score: Raw -1181286.515976 + Penalty 2999.062804 = -1178287.453172
  nChanged 36
		SP:Iteration 29Q (69245.780000 sec): 3 clusters
  Score: Raw -1181292.930980 + Penalty 2999.062804 = -1178293.868176
  nChanged 36
		SP:Iteration 30Q (69245.990000 sec): 3 clusters
  Score: Raw -1181301.645420 + Penalty 2999.062804 = -1178302.582615
  nChanged 45
		SP:Iteration 31Q (69246.190000 sec): 3 clusters
  Score: Raw -1181311.406716 + Penalty 2999.062804 = -1178312.343912
  nChanged 38
		SP:Iteration 32Q (69246.400000 sec): 3 clusters
  Score: Raw -1181320.777657 + Penalty 2999.062804 = -1178321.714853
  nChanged 44
		SP:Iteration 33Q (69246.590000 sec): 3 clusters
  Score: Raw -1181331.983571 + Penalty 2999.062804 = -1178332.920767
  nChanged 44
		SP:Iteration 34Q (69246.800000 sec): 3 clusters
  Score: Raw -1181343.056075 + Penalty 2999.062804 = -1178343.993271
  nChanged 28
		SP:Iteration 35Q (69247.060000 sec): 3 clusters
  Score: Raw -1181348.591951 + Penalty 2999.062804 = -1178349.529147
  nChanged 29
		SP:Iteration 36Q (69247.250000 sec): 3 clusters
  Score: Raw -1181354.573298 + Penalty 2999.062804 = -1178355.510494
  nChanged 35
		SP:Iteration 37Q (69247.430000 sec): 3 clusters
  Score: Raw -1181360.254642 + Penalty 2999.062804 = -1178361.191838
  nChanged 30
		SP:Iteration 38Q (69247.650000 sec): 3 clusters
  Score: Raw -1181365.427551 + Penalty 2999.062804 = -1178366.364746
  nChanged 26
		SP:Iteration 39Q (69247.830000 sec): 3 clusters
  Score: Raw -1181369.893330 + Penalty 2999.062804 = -1178370.830526
  nChanged 32
		SP:Iteration 40F (69248.080000 sec): 3 clusters
  Score: Raw -1181375.163120 + Penalty 2999.062804 = -1178376.100316
  nChanged 24
		SP:Iteration 41Q (69248.270000 sec): 3 clusters
  Score: Raw -1181379.755007 + Penalty 2999.062804 = -1178380.692203
  nChanged 28
		SP:Iteration 42Q (69248.480000 sec): 3 clusters
  Score: Raw -1181384.893794 + Penalty 2999.062804 = -1178385.830990
  nChanged 29
		SP:Iteration 43Q (69248.660000 sec): 3 clusters
  Score: Raw -1181389.264398 + Penalty 2999.062804 = -1178390.201594
  nChanged 29
		SP:Iteration 44Q (69248.900000 sec): 3 clusters
  Score: Raw -1181395.127602 + Penalty 2999.062804 = -1178396.064798
  nChanged 33
		SP:Iteration 45Q (69249.110000 sec): 3 clusters
  Score: Raw -1181401.769066 + Penalty 2999.062804 = -1178402.706262
  nChanged 34
		SP:Iteration 46Q (69249.310000 sec): 3 clusters
  Score: Raw -1181411.640335 + Penalty 2999.062804 = -1178412.577531
  nChanged 34
		SP:Iteration 47Q (69249.530000 sec): 3 clusters
  Score: Raw -1181422.279482 + Penalty 2999.062804 = -1178423.216678
  nChanged 48
		SP:Iteration 48Q (69249.740000 sec): 3 clusters
  Score: Raw -1181436.235055 + Penalty 2999.062804 = -1178437.172251
  nChanged 42
		SP:Iteration 49Q (69249.950000 sec): 3 clusters
  Score: Raw -1181446.552511 + Penalty 2999.062804 = -1178447.489707
  nChanged 34
		SP:Iteration 50Q (69250.150000 sec): 3 clusters
  Score: Raw -1181454.087268 + Penalty 2999.062804 = -1178455.024464
  nChanged 40
		SP:Iteration 51Q (69250.370000 sec): 3 clusters
  Score: Raw -1181464.289973 + Penalty 2999.062804 = -1178465.227169
  nChanged 46
		SP:Iteration 52Q (69250.570000 sec): 3 clusters
  Score: Raw -1181476.517115 + Penalty 2999.062804 = -1178477.454311
  nChanged 41
		SP:Iteration 53Q (69250.770000 sec): 3 clusters
  Score: Raw -1181487.761394 + Penalty 2999.062804 = -1178488.698590
  nChanged 44
		SP:Iteration 54Q (69251.030000 sec): 3 clusters
  Score: Raw -1181498.046837 + Penalty 2999.062804 = -1178498.984033
  nChanged 36
		SP:Iteration 55Q (69251.230000 sec): 3 clusters
  Score: Raw -1181505.216902 + Penalty 2999.062804 = -1178506.154098
  nChanged 20
		SP:Iteration 56Q (69251.430000 sec): 3 clusters
  Score: Raw -1181507.828464 + Penalty 2999.062804 = -1178508.765660
  nChanged 17
		SP:Iteration 57Q (69251.640000 sec): 3 clusters
  Score: Raw -1181510.068137 + Penalty 2999.062804 = -1178511.005333
  nChanged 16
		SP:Iteration 58Q (69251.870000 sec): 3 clusters
  Score: Raw -1181512.364806 + Penalty 2999.062804 = -1178513.302002
  nChanged 21
		SP:Iteration 59Q (69252.110000 sec): 3 clusters
  Score: Raw -1181516.370426 + Penalty 2999.062804 = -1178517.307622
  nChanged 25
		SP:Iteration 60F (69252.340000 sec): 3 clusters
  Score: Raw -1181521.045441 + Penalty 2999.062804 = -1178521.982637
  nChanged 36
		SP:Iteration 61Q (69252.550000 sec): 3 clusters
  Score: Raw -1181529.846898 + Penalty 2999.062804 = -1178530.784093
  nChanged 38
		SP:Iteration 62Q (69252.770000 sec): 3 clusters
  Score: Raw -1181539.416211 + Penalty 2999.062804 = -1178540.353407
  nChanged 39
		SP:Iteration 63Q (69252.950000 sec): 3 clusters
  Score: Raw -1181549.054904 + Penalty 2999.062804 = -1178549.992099
  nChanged 38
		SP:Iteration 64Q (69253.170000 sec): 3 clusters
  Score: Raw -1181557.076307 + Penalty 2999.062804 = -1178558.013503
  nChanged 25
		SP:Iteration 65Q (69253.380000 sec): 3 clusters
  Score: Raw -1181561.383632 + Penalty 2999.062804 = -1178562.320828
  nChanged 20
		SP:Iteration 66Q (69253.590000 sec): 3 clusters
  Score: Raw -1181565.089249 + Penalty 2999.062804 = -1178566.026445
  nChanged 18
		SP:Iteration 67Q (69253.810000 sec): 3 clusters
  Score: Raw -1181568.029950 + Penalty 2999.062804 = -1178568.967146
  nChanged 15
		SP:Iteration 68Q (69254.010000 sec): 3 clusters
  Score: Raw -1181570.477079 + Penalty 2999.062804 = -1178571.414275
  nChanged 11
		SP:Iteration 69Q (69254.200000 sec): 3 clusters
  Score: Raw -1181571.857065 + Penalty 2999.062804 = -1178572.794261
  nChanged 13
		SP:Iteration 70Q (69254.450000 sec): 3 clusters
  Score: Raw -1181574.659144 + Penalty 2999.062804 = -1178575.596339
  nChanged 15
		SP:Iteration 71Q (69254.650000 sec): 3 clusters
  Score: Raw -1181576.697072 + Penalty 2999.062804 = -1178577.634268
  nChanged 11
		SP:Iteration 72Q (69254.860000 sec): 3 clusters
  Score: Raw -1181578.820354 + Penalty 2999.062804 = -1178579.757550
  nChanged 12
		SP:Iteration 73Q (69255.060000 sec): 3 clusters
  Score: Raw -1181580.663788 + Penalty 2999.062804 = -1178581.600984
  nChanged 9
		SP:Iteration 74Q (69255.270000 sec): 3 clusters
  Score: Raw -1181583.081112 + Penalty 2999.062804 = -1178584.018308
  nChanged 11
		SP:Iteration 75Q (69255.460000 sec): 3 clusters
  Score: Raw -1181585.362262 + Penalty 2999.062804 = -1178586.299457
  nChanged 13
		SP:Iteration 76Q (69255.670000 sec): 3 clusters
  Score: Raw -1181588.303738 + Penalty 2999.062804 = -1178589.240934
  nChanged 11
		SP:Iteration 77Q (69255.890000 sec): 3 clusters
  Score: Raw -1181589.969903 + Penalty 2999.062804 = -1178590.907099
  nChanged 8
		SP:Iteration 78Q (69256.120000 sec): 3 clusters
  Score: Raw -1181590.758960 + Penalty 2999.062804 = -1178591.696156
  nChanged 8
		SP:Iteration 79Q (69256.330000 sec): 3 clusters
  Score: Raw -1181591.528462 + Penalty 2999.062804 = -1178592.465658
  nChanged 6
		SP:Iteration 80F (69256.530000 sec): 3 clusters
  Score: Raw -1181592.475615 + Penalty 2999.062804 = -1178593.412811
  nChanged 7
		SP:Iteration 81Q (69256.750000 sec): 3 clusters
  Score: Raw -1181593.420620 + Penalty 2999.062804 = -1178594.357815
  nChanged 4
		SP:Iteration 82Q (69256.970000 sec): 3 clusters
  Score: Raw -1181593.867877 + Penalty 2999.062804 = -1178594.805073
  nChanged 7
		SP:Iteration 83Q (69257.190000 sec): 3 clusters
  Score: Raw -1181595.463200 + Penalty 2999.062804 = -1178596.400396
  nChanged 10
		SP:Iteration 84Q (69257.360000 sec): 3 clusters
  Score: Raw -1181597.597806 + Penalty 2999.062804 = -1178598.535002
  nChanged 12
		SP:Iteration 85Q (69257.620000 sec): 3 clusters
  Score: Raw -1181600.135126 + Penalty 2999.062804 = -1178601.072321
  nChanged 12
		SP:Iteration 86Q (69257.820000 sec): 3 clusters
  Score: Raw -1181602.770935 + Penalty 2999.062804 = -1178603.708131
  nChanged 15
		SP:Iteration 87Q (69258.020000 sec): 3 clusters
  Score: Raw -1181605.524098 + Penalty 2999.062804 = -1178606.461294
  nChanged 9
		SP:Iteration 88Q (69258.210000 sec): 3 clusters
  Score: Raw -1181607.089626 + Penalty 2999.062804 = -1178608.026822
  nChanged 3
		SP:Iteration 89Q (69258.440000 sec): 3 clusters
  Score: Raw -1181607.530955 + Penalty 2999.062804 = -1178608.468151
  nChanged 3
		SP:Iteration 90Q (69258.630000 sec): 3 clusters
  Score: Raw -1181607.817294 + Penalty 2999.062804 = -1178608.754490
  nChanged 3
		SP:Iteration 91Q (69258.820000 sec): 3 clusters
  Score: Raw -1181608.212437 + Penalty 2999.062804 = -1178609.149633
  nChanged 1
		SP:Iteration 92Q (69259.060000 sec): 3 clusters
  Score: Raw -1181608.371451 + Penalty 2999.062804 = -1178609.308647
  nChanged 1
		SP:Iteration 93Q (69259.250000 sec): 3 clusters
  Score: Raw -1181608.435142 + Penalty 2999.062804 = -1178609.372338
  nChanged 0
		SP:Iteration 94F (69259.470000 sec): 3 clusters
  Score: Raw -1181608.435142 + Penalty 2999.062804 = -1178609.372338
  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 6.54 GB.

 Trying to split cluster 31 (7694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69259.630000 sec): 2 clusters
  Score: Raw -878337.803160 + Penalty 1454.081864 = -876883.721296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69259.860000 sec): 3 clusters
  Score: Raw -874110.638402 + Penalty 2908.163727 = -871202.474675
  nChanged 3220
		SP:Iteration 1F (69260.050000 sec): 3 clusters
  Score: Raw -875983.244189 + Penalty 2908.163727 = -873075.080462
  nChanged 614
		SP:Iteration 2F (69260.260000 sec): 3 clusters
  Score: Raw -876397.250481 + Penalty 2908.163727 = -873489.086754
  nChanged 554
		SP:Iteration 3F (69260.440000 sec): 3 clusters
  Score: Raw -876848.912427 + Penalty 2908.163727 = -873940.748700
  nChanged 570
		SP:Iteration 4F (69260.660000 sec): 3 clusters
  Score: Raw -877495.458705 + Penalty 2908.163727 = -874587.294978
  nChanged 612
		SP:Iteration 5F (69260.860000 sec): 3 clusters
  Score: Raw -878215.716689 + Penalty 2908.163727 = -875307.552962
  nChanged 507
		SP:Iteration 6F (69261.070000 sec): 3 clusters
  Score: Raw -878642.747369 + Penalty 2908.163727 = -875734.583642
  nChanged 381
		SP:Iteration 7Q (69261.270000 sec): 3 clusters
  Score: Raw -878882.900630 + Penalty 2908.163727 = -875974.736903
  nChanged 280
		SP:Iteration 8Q (69261.470000 sec): 3 clusters
  Score: Raw -879038.676530 + Penalty 2908.163727 = -876130.512803
  nChanged 195
		SP:Iteration 9Q (69261.660000 sec): 3 clusters
  Score: Raw -879141.571078 + Penalty 2908.163727 = -876233.407351
  nChanged 159
		SP:Iteration 10Q (69261.860000 sec): 3 clusters
  Score: Raw -879225.484786 + Penalty 2908.163727 = -876317.321059
  nChanged 138
		SP:Iteration 11Q (69262.070000 sec): 3 clusters
  Score: Raw -879284.466158 + Penalty 2908.163727 = -876376.302431
  nChanged 94
		SP:Iteration 12Q (69262.240000 sec): 3 clusters
  Score: Raw -879321.492560 + Penalty 2908.163727 = -876413.328833
  nChanged 79
		SP:Iteration 13Q (69262.450000 sec): 3 clusters
  Score: Raw -879351.386466 + Penalty 2908.163727 = -876443.222738
  nChanged 80
		SP:Iteration 14Q (69262.650000 sec): 3 clusters
  Score: Raw -879383.742493 + Penalty 2908.163727 = -876475.578766
  nChanged 81
		SP:Iteration 15Q (69262.860000 sec): 3 clusters
  Score: Raw -879412.619487 + Penalty 2908.163727 = -876504.455760
  nChanged 57
		SP:Iteration 16Q (69263.050000 sec): 3 clusters
  Score: Raw -879427.582075 + Penalty 2908.163727 = -876519.418348
  nChanged 47
		SP:Iteration 17Q (69263.250000 sec): 3 clusters
  Score: Raw -879440.146669 + Penalty 2908.163727 = -876531.982942
  nChanged 44
		SP:Iteration 18Q (69263.450000 sec): 3 clusters
  Score: Raw -879454.183715 + Penalty 2908.163727 = -876546.019988
  nChanged 49
		SP:Iteration 19Q (69263.660000 sec): 3 clusters
  Score: Raw -879469.467444 + Penalty 2908.163727 = -876561.303716
  nChanged 39
		SP:Iteration 20F (69263.870000 sec): 3 clusters
  Score: Raw -879483.055743 + Penalty 2908.163727 = -876574.892016
  nChanged 42
		SP:Iteration 21Q (69264.070000 sec): 3 clusters
  Score: Raw -879496.077739 + Penalty 2908.163727 = -876587.914012
  nChanged 45
		SP:Iteration 22Q (69264.270000 sec): 3 clusters
  Score: Raw -879506.051795 + Penalty 2908.163727 = -876597.888068
  nChanged 26
		SP:Iteration 23Q (69264.470000 sec): 3 clusters
  Score: Raw -879514.175250 + Penalty 2908.163727 = -876606.011523
  nChanged 28
		SP:Iteration 24Q (69264.650000 sec): 3 clusters
  Score: Raw -879524.831065 + Penalty 2908.163727 = -876616.667338
  nChanged 42
		SP:Iteration 25Q (69264.890000 sec): 3 clusters
  Score: Raw -879540.692439 + Penalty 2908.163727 = -876632.528712
  nChanged 43
		SP:Iteration 26Q (69265.090000 sec): 3 clusters
  Score: Raw -879556.118673 + Penalty 2908.163727 = -876647.954946
  nChanged 41
		SP:Iteration 27Q (69265.280000 sec): 3 clusters
  Score: Raw -879573.514580 + Penalty 2908.163727 = -876665.350853
  nChanged 40
		SP:Iteration 28Q (69265.470000 sec): 3 clusters
  Score: Raw -879593.609858 + Penalty 2908.163727 = -876685.446131
  nChanged 43
		SP:Iteration 29Q (69265.700000 sec): 3 clusters
  Score: Raw -879617.450676 + Penalty 2908.163727 = -876709.286949
  nChanged 57
		SP:Iteration 30Q (69265.890000 sec): 3 clusters
  Score: Raw -879657.417673 + Penalty 2908.163727 = -876749.253946
  nChanged 66
		SP:Iteration 31Q (69266.120000 sec): 3 clusters
  Score: Raw -879724.206668 + Penalty 2908.163727 = -876816.042940
  nChanged 68
		SP:Iteration 32Q (69266.300000 sec): 3 clusters
  Score: Raw -879790.275576 + Penalty 2908.163727 = -876882.111849
  nChanged 55
		SP:Iteration 33Q (69266.550000 sec): 3 clusters
  Score: Raw -879835.207065 + Penalty 2908.163727 = -876927.043338
  nChanged 55
		SP:Iteration 34Q (69266.730000 sec): 3 clusters
  Score: Raw -879876.097238 + Penalty 2908.163727 = -876967.933511
  nChanged 48
		SP:Iteration 35Q (69266.900000 sec): 3 clusters
  Score: Raw -879911.846440 + Penalty 2908.163727 = -877003.682713
  nChanged 45
		SP:Iteration 36Q (69267.110000 sec): 3 clusters
  Score: Raw -879940.911324 + Penalty 2908.163727 = -877032.747597
  nChanged 33
		SP:Iteration 37Q (69267.300000 sec): 3 clusters
  Score: Raw -879957.743667 + Penalty 2908.163727 = -877049.579940
  nChanged 25
		SP:Iteration 38Q (69267.500000 sec): 3 clusters
  Score: Raw -879968.211467 + Penalty 2908.163727 = -877060.047740
  nChanged 20
		SP:Iteration 39Q (69267.700000 sec): 3 clusters
  Score: Raw -879976.091527 + Penalty 2908.163727 = -877067.927800
  nChanged 19
		SP:Iteration 40F (69267.910000 sec): 3 clusters
  Score: Raw -879983.160585 + Penalty 2908.163727 = -877074.996857
  nChanged 18
		SP:Iteration 41Q (69268.120000 sec): 3 clusters
  Score: Raw -879988.514501 + Penalty 2908.163727 = -877080.350774
  nChanged 16
		SP:Iteration 42Q (69268.310000 sec): 3 clusters
  Score: Raw -879993.136206 + Penalty 2908.163727 = -877084.972479
  nChanged 10
		SP:Iteration 43Q (69268.500000 sec): 3 clusters
  Score: Raw -879995.520437 + Penalty 2908.163727 = -877087.356710
  nChanged 7
		SP:Iteration 44Q (69268.710000 sec): 3 clusters
  Score: Raw -879997.531869 + Penalty 2908.163727 = -877089.368142
  nChanged 8
		SP:Iteration 45Q (69268.940000 sec): 3 clusters
  Score: Raw -879999.957022 + Penalty 2908.163727 = -877091.793295
  nChanged 8
		SP:Iteration 46Q (69269.130000 sec): 3 clusters
  Score: Raw -880002.473404 + Penalty 2908.163727 = -877094.309677
  nChanged 12
		SP:Iteration 47Q (69269.370000 sec): 3 clusters
  Score: Raw -880006.485702 + Penalty 2908.163727 = -877098.321975
  nChanged 11
		SP:Iteration 48Q (69269.550000 sec): 3 clusters
  Score: Raw -880010.585728 + Penalty 2908.163727 = -877102.422001
  nChanged 16
		SP:Iteration 49Q (69269.770000 sec): 3 clusters
  Score: Raw -880016.382372 + Penalty 2908.163727 = -877108.218645
  nChanged 12
		SP:Iteration 50Q (69269.950000 sec): 3 clusters
  Score: Raw -880019.230981 + Penalty 2908.163727 = -877111.067254
  nChanged 7
		SP:Iteration 51Q (69270.180000 sec): 3 clusters
  Score: Raw -880020.639208 + Penalty 2908.163727 = -877112.475480
  nChanged 4
		SP:Iteration 52Q (69270.350000 sec): 3 clusters
  Score: Raw -880021.560535 + Penalty 2908.163727 = -877113.396808
  nChanged 2
		SP:Iteration 53Q (69270.540000 sec): 3 clusters
  Score: Raw -880022.031303 + Penalty 2908.163727 = -877113.867575
  nChanged 2
		SP:Iteration 54Q (69270.720000 sec): 3 clusters
  Score: Raw -880022.370008 + Penalty 2908.163727 = -877114.206281
  nChanged 3
		SP:Iteration 55Q (69270.930000 sec): 3 clusters
  Score: Raw -880023.731243 + Penalty 2908.163727 = -877115.567516
  nChanged 2
		SP:Iteration 56Q (69271.130000 sec): 3 clusters
  Score: Raw -880024.069356 + Penalty 2908.163727 = -877115.905629
  nChanged 1
		SP:Iteration 57Q (69271.290000 sec): 3 clusters
  Score: Raw -880024.315368 + Penalty 2908.163727 = -877116.151641
  nChanged 0
		SP:Iteration 58F (69271.510000 sec): 3 clusters
  Score: Raw -880024.315368 + Penalty 2908.163727 = -877116.151641
  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 6.54 GB.

 Trying to split cluster 32 (6796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69271.650000 sec): 2 clusters
  Score: Raw -786911.106821 + Penalty 1433.914541 = -785477.192280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69271.860000 sec): 3 clusters
  Score: Raw -783252.920227 + Penalty 2867.829082 = -780385.091146
  nChanged 2829
		SP:Iteration 1F (69272.070000 sec): 3 clusters
  Score: Raw -784968.141185 + Penalty 2867.829082 = -782100.312103
  nChanged 579
		SP:Iteration 2F (69272.260000 sec): 3 clusters
  Score: Raw -785415.414222 + Penalty 2867.829082 = -782547.585140
  nChanged 482
		SP:Iteration 3F (69272.460000 sec): 3 clusters
  Score: Raw -785781.809950 + Penalty 2867.829082 = -782913.980868
  nChanged 420
		SP:Iteration 4F (69272.690000 sec): 3 clusters
  Score: Raw -786110.948439 + Penalty 2867.829082 = -783243.119357
  nChanged 404
		SP:Iteration 5F (69272.900000 sec): 3 clusters
  Score: Raw -786405.042548 + Penalty 2867.829082 = -783537.213466
  nChanged 356
		SP:Iteration 6F (69273.070000 sec): 3 clusters
  Score: Raw -786661.310013 + Penalty 2867.829082 = -783793.480931
  nChanged 303
		SP:Iteration 7Q (69273.280000 sec): 3 clusters
  Score: Raw -786855.795452 + Penalty 2867.829082 = -783987.966370
  nChanged 264
		SP:Iteration 8Q (69273.450000 sec): 3 clusters
  Score: Raw -787009.781932 + Penalty 2867.829082 = -784141.952850
  nChanged 212
		SP:Iteration 9Q (69273.680000 sec): 3 clusters
  Score: Raw -787124.111376 + Penalty 2867.829082 = -784256.282295
  nChanged 204
		SP:Iteration 10Q (69273.900000 sec): 3 clusters
  Score: Raw -787252.495201 + Penalty 2867.829082 = -784384.666119
  nChanged 173
		SP:Iteration 11Q (69274.050000 sec): 3 clusters
  Score: Raw -787348.204520 + Penalty 2867.829082 = -784480.375438
  nChanged 145
		SP:Iteration 12Q (69274.230000 sec): 3 clusters
  Score: Raw -787432.411735 + Penalty 2867.829082 = -784564.582653
  nChanged 136
		SP:Iteration 13Q (69274.440000 sec): 3 clusters
  Score: Raw -787523.640584 + Penalty 2867.829082 = -784655.811502
  nChanged 137
		SP:Iteration 14Q (69274.640000 sec): 3 clusters
  Score: Raw -787635.812385 + Penalty 2867.829082 = -784767.983303
  nChanged 140
		SP:Iteration 15Q (69274.830000 sec): 3 clusters
  Score: Raw -787725.510753 + Penalty 2867.829082 = -784857.681671
  nChanged 121
		SP:Iteration 16Q (69275.040000 sec): 3 clusters
  Score: Raw -787802.194117 + Penalty 2867.829082 = -784934.365035
  nChanged 108
		SP:Iteration 17Q (69275.240000 sec): 3 clusters
  Score: Raw -787883.999057 + Penalty 2867.829082 = -785016.169975
  nChanged 99
		SP:Iteration 18Q (69275.480000 sec): 3 clusters
  Score: Raw -787952.612613 + Penalty 2867.829082 = -785084.783531
  nChanged 82
		SP:Iteration 19Q (69275.680000 sec): 3 clusters
  Score: Raw -788015.554918 + Penalty 2867.829082 = -785147.725836
  nChanged 74
		SP:Iteration 20F (69275.890000 sec): 3 clusters
  Score: Raw -788064.897596 + Penalty 2867.829082 = -785197.068514
  nChanged 66
		SP:Iteration 21Q (69276.070000 sec): 3 clusters
  Score: Raw -788120.410777 + Penalty 2867.829082 = -785252.581695
  nChanged 59
		SP:Iteration 22Q (69276.300000 sec): 3 clusters
  Score: Raw -788166.561448 + Penalty 2867.829082 = -785298.732366
  nChanged 45
		SP:Iteration 23Q (69276.490000 sec): 3 clusters
  Score: Raw -788200.359786 + Penalty 2867.829082 = -785332.530704
  nChanged 49
		SP:Iteration 24Q (69276.720000 sec): 3 clusters
  Score: Raw -788227.096879 + Penalty 2867.829082 = -785359.267797
  nChanged 35
		SP:Iteration 25Q (69276.930000 sec): 3 clusters
  Score: Raw -788243.814257 + Penalty 2867.829082 = -785375.985175
  nChanged 30
		SP:Iteration 26Q (69277.170000 sec): 3 clusters
  Score: Raw -788256.417180 + Penalty 2867.829082 = -785388.588099
  nChanged 26
		SP:Iteration 27Q (69277.310000 sec): 3 clusters
  Score: Raw -788268.871655 + Penalty 2867.829082 = -785401.042573
  nChanged 29
		SP:Iteration 28Q (69277.530000 sec): 3 clusters
  Score: Raw -788288.941139 + Penalty 2867.829082 = -785421.112057
  nChanged 35
		SP:Iteration 29Q (69277.740000 sec): 3 clusters
  Score: Raw -788317.291298 + Penalty 2867.829082 = -785449.462216
  nChanged 45
		SP:Iteration 30Q (69277.950000 sec): 3 clusters
  Score: Raw -788357.246219 + Penalty 2867.829082 = -785489.417137
  nChanged 51
		SP:Iteration 31Q (69278.180000 sec): 3 clusters
  Score: Raw -788409.889586 + Penalty 2867.829082 = -785542.060504
  nChanged 50
		SP:Iteration 32Q (69278.350000 sec): 3 clusters
  Score: Raw -788460.004671 + Penalty 2867.829082 = -785592.175589
  nChanged 44
		SP:Iteration 33Q (69278.550000 sec): 3 clusters
  Score: Raw -788496.342656 + Penalty 2867.829082 = -785628.513574
  nChanged 31
		SP:Iteration 34Q (69278.770000 sec): 3 clusters
  Score: Raw -788512.451939 + Penalty 2867.829082 = -785644.622858
  nChanged 20
		SP:Iteration 35Q (69279.000000 sec): 3 clusters
  Score: Raw -788519.252302 + Penalty 2867.829082 = -785651.423220
  nChanged 14
		SP:Iteration 36Q (69279.190000 sec): 3 clusters
  Score: Raw -788523.602126 + Penalty 2867.829082 = -785655.773045
  nChanged 11
		SP:Iteration 37Q (69279.390000 sec): 3 clusters
  Score: Raw -788527.075098 + Penalty 2867.829082 = -785659.246017
  nChanged 9
		SP:Iteration 38Q (69279.610000 sec): 3 clusters
  Score: Raw -788531.227150 + Penalty 2867.829082 = -785663.398068
  nChanged 6
		SP:Iteration 39Q (69279.800000 sec): 3 clusters
  Score: Raw -788533.910329 + Penalty 2867.829082 = -785666.081247
  nChanged 3
		SP:Iteration 40F (69280.000000 sec): 3 clusters
  Score: Raw -788535.184469 + Penalty 2867.829082 = -785667.355387
  nChanged 5
		SP:Iteration 41Q (69280.200000 sec): 3 clusters
  Score: Raw -788536.502812 + Penalty 2867.829082 = -785668.673730
  nChanged 2
		SP:Iteration 42Q (69280.380000 sec): 3 clusters
  Score: Raw -788537.143283 + Penalty 2867.829082 = -785669.314201
  nChanged 3
		SP:Iteration 43Q (69280.600000 sec): 3 clusters
  Score: Raw -788537.932255 + Penalty 2867.829082 = -785670.103173
  nChanged 2
		SP:Iteration 44Q (69280.770000 sec): 3 clusters
  Score: Raw -788538.505486 + Penalty 2867.829082 = -785670.676404
  nChanged 2
		SP:Iteration 45Q (69280.930000 sec): 3 clusters
  Score: Raw -788539.052220 + Penalty 2867.829082 = -785671.223138
  nChanged 4
		SP:Iteration 46Q (69281.120000 sec): 3 clusters
  Score: Raw -788539.923868 + Penalty 2867.829082 = -785672.094786
  nChanged 2
		SP:Iteration 47Q (69281.320000 sec): 3 clusters
  Score: Raw -788540.285119 + Penalty 2867.829082 = -785672.456037
  nChanged 0
		SP:Iteration 48F (69281.480000 sec): 3 clusters
  Score: Raw -788540.285119 + Penalty 2867.829082 = -785672.456037
  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 6.54 GB.

 Trying to split cluster 33 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69281.560000 sec): 2 clusters
  Score: Raw -101552.400096 + Penalty 1106.109771 = -100446.290325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69281.750000 sec): 3 clusters
  Score: Raw -101303.302366 + Penalty 2212.219542 = -99091.082824
  nChanged 246
		SP:Iteration 1F (69281.910000 sec): 3 clusters
  Score: Raw -101523.514090 + Penalty 2212.219542 = -99311.294547
  nChanged 57
		SP:Iteration 2F (69282.120000 sec): 3 clusters
  Score: Raw -101597.643388 + Penalty 2212.219542 = -99385.423846
  nChanged 47
		SP:Iteration 3F (69282.300000 sec): 3 clusters
  Score: Raw -101643.149978 + Penalty 2212.219542 = -99430.930435
  nChanged 36
		SP:Iteration 4Q (69282.460000 sec): 3 clusters
  Score: Raw -101692.183455 + Penalty 2212.219542 = -99479.963913
  nChanged 32
		SP:Iteration 5Q (69282.610000 sec): 3 clusters
  Score: Raw -101727.806044 + Penalty 2212.219542 = -99515.586502
  nChanged 20
		SP:Iteration 6Q (69282.790000 sec): 3 clusters
  Score: Raw -101748.776926 + Penalty 2212.219542 = -99536.557384
  nChanged 13
		SP:Iteration 7Q (69282.970000 sec): 3 clusters
  Score: Raw -101757.532307 + Penalty 2212.219542 = -99545.312765
  nChanged 6
		SP:Iteration 8Q (69283.120000 sec): 3 clusters
  Score: Raw -101761.262004 + Penalty 2212.219542 = -99549.042462
  nChanged 3
		SP:Iteration 9Q (69283.250000 sec): 3 clusters
  Score: Raw -101764.613080 + Penalty 2212.219542 = -99552.393538
  nChanged 1
		SP:Iteration 10Q (69283.440000 sec): 3 clusters
  Score: Raw -101767.148846 + Penalty 2212.219542 = -99554.929303
  nChanged 1
		SP:Iteration 11Q (69283.580000 sec): 3 clusters
  Score: Raw -101768.322574 + Penalty 2212.219542 = -99556.103032
  nChanged 2
		SP:Iteration 12Q (69283.740000 sec): 3 clusters
  Score: Raw -101772.138070 + Penalty 2212.219542 = -99559.918528
  nChanged 4
		SP:Iteration 13Q (69283.920000 sec): 3 clusters
  Score: Raw -101776.757970 + Penalty 2212.219542 = -99564.538428
  nChanged 1
		SP:Iteration 14Q (69284.090000 sec): 3 clusters
  Score: Raw -101778.830671 + Penalty 2212.219542 = -99566.611129
  nChanged 1
		SP:Iteration 15Q (69284.240000 sec): 3 clusters
  Score: Raw -101779.174767 + Penalty 2212.219542 = -99566.955225
  nChanged 0
		SP:Iteration 16F (69284.450000 sec): 3 clusters
  Score: Raw -101779.174767 + Penalty 2212.219542 = -99566.955225
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69284.540000 sec): 2 clusters
  Score: Raw -25435.549261 + Penalty 899.816818 = -24535.732443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69284.740000 sec): 3 clusters
  Score: Raw -25615.747548 + Penalty 1799.633637 = -23816.113912
  nChanged 64
		SP:Iteration 1F (69284.880000 sec): 3 clusters
  Score: Raw -25803.006750 + Penalty 1799.633637 = -24003.373114
  nChanged 25
		SP:Iteration 2F (69285.080000 sec): 3 clusters
  Score: Raw -25977.389685 + Penalty 1799.633637 = -24177.756049
  nChanged 16
		SP:Iteration 3F (69285.260000 sec): 3 clusters
  Score: Raw -26065.190480 + Penalty 1799.633637 = -24265.556843
  nChanged 5
		SP:Iteration 4Q (69285.420000 sec): 3 clusters
  Score: Raw -26106.579761 + Penalty 1799.633637 = -24306.946124
  nChanged 7
		SP:Iteration 5Q (69285.560000 sec): 3 clusters
  Score: Raw -26140.345999 + Penalty 1799.633637 = -24340.712362
  nChanged 2
		SP:Iteration 6Q (69285.760000 sec): 3 clusters
  Score: Raw -26168.204459 + Penalty 1799.633637 = -24368.570823
  nChanged 0
		SP:Iteration 7F (69285.910000 sec): 3 clusters
  Score: Raw -26168.204459 + Penalty 1799.633637 = -24368.570823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (18570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69286.060000 sec): 2 clusters
  Score: Raw -2224123.912547 + Penalty 1597.261681 = -2222526.650865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69286.340000 sec): 3 clusters
  Score: Raw -2213008.409452 + Penalty 3194.523363 = -2209813.886090
  nChanged 8341
		SP:Iteration 1F (69286.540000 sec): 3 clusters
  Score: Raw -2217660.582363 + Penalty 3194.523363 = -2214466.059000
  nChanged 1112
		SP:Iteration 2F (69286.820000 sec): 3 clusters
  Score: Raw -2218250.083107 + Penalty 3194.523363 = -2215055.559745
  nChanged 1131
		SP:Iteration 3F (69287.090000 sec): 3 clusters
  Score: Raw -2218976.638063 + Penalty 3194.523363 = -2215782.114700
  nChanged 1214
		SP:Iteration 4F (69287.320000 sec): 3 clusters
  Score: Raw -2219941.649232 + Penalty 3194.523363 = -2216747.125869
  nChanged 1400
		SP:Iteration 5F (69287.560000 sec): 3 clusters
  Score: Raw -2221059.549391 + Penalty 3194.523363 = -2217865.026028
  nChanged 1370
		SP:Iteration 6F (69287.860000 sec): 3 clusters
  Score: Raw -2222059.360521 + Penalty 3194.523363 = -2218864.837158
  nChanged 1157
		SP:Iteration 7F (69288.100000 sec): 3 clusters
  Score: Raw -2222875.411772 + Penalty 3194.523363 = -2219680.888409
  nChanged 964
		SP:Iteration 8F (69288.390000 sec): 3 clusters
  Score: Raw -2223591.791271 + Penalty 3194.523363 = -2220397.267909
  nChanged 790
		SP:Iteration 9Q (69288.670000 sec): 3 clusters
  Score: Raw -2224291.653472 + Penalty 3194.523363 = -2221097.130109
  nChanged 758
		SP:Iteration 10Q (69288.890000 sec): 3 clusters
  Score: Raw -2225243.293071 + Penalty 3194.523363 = -2222048.769709
  nChanged 760
		SP:Iteration 11Q (69289.170000 sec): 3 clusters
  Score: Raw -2226361.523211 + Penalty 3194.523363 = -2223166.999848
  nChanged 642
		SP:Iteration 12Q (69289.450000 sec): 3 clusters
  Score: Raw -2227138.140837 + Penalty 3194.523363 = -2223943.617474
  nChanged 409
		SP:Iteration 13Q (69289.730000 sec): 3 clusters
  Score: Raw -2227413.427370 + Penalty 3194.523363 = -2224218.904007
  nChanged 250
		SP:Iteration 14Q (69290.000000 sec): 3 clusters
  Score: Raw -2227548.398125 + Penalty 3194.523363 = -2224353.874763
  nChanged 175
		SP:Iteration 15Q (69290.250000 sec): 3 clusters
  Score: Raw -2227647.288282 + Penalty 3194.523363 = -2224452.764919
  nChanged 157
		SP:Iteration 16Q (69290.520000 sec): 3 clusters
  Score: Raw -2227724.398844 + Penalty 3194.523363 = -2224529.875481
  nChanged 151
		SP:Iteration 17Q (69290.810000 sec): 3 clusters
  Score: Raw -2227800.360098 + Penalty 3194.523363 = -2224605.836736
  nChanged 123
		SP:Iteration 18Q (69291.020000 sec): 3 clusters
  Score: Raw -2227847.763297 + Penalty 3194.523363 = -2224653.239935
  nChanged 113
		SP:Iteration 19Q (69291.270000 sec): 3 clusters
  Score: Raw -2227885.464318 + Penalty 3194.523363 = -2224690.940955
  nChanged 100
		SP:Iteration 20F (69291.560000 sec): 3 clusters
  Score: Raw -2227914.861863 + Penalty 3194.523363 = -2224720.338500
  nChanged 97
		SP:Iteration 21Q (69291.850000 sec): 3 clusters
  Score: Raw -2227947.363590 + Penalty 3194.523363 = -2224752.840228
  nChanged 88
		SP:Iteration 22Q (69292.100000 sec): 3 clusters
  Score: Raw -2227974.156455 + Penalty 3194.523363 = -2224779.633092
  nChanged 87
		SP:Iteration 23Q (69292.430000 sec): 3 clusters
  Score: Raw -2228001.658692 + Penalty 3194.523363 = -2224807.135329
  nChanged 75
		SP:Iteration 24Q (69292.690000 sec): 3 clusters
  Score: Raw -2228022.667295 + Penalty 3194.523363 = -2224828.143933
  nChanged 69
		SP:Iteration 25Q (69292.910000 sec): 3 clusters
  Score: Raw -2228041.953070 + Penalty 3194.523363 = -2224847.429708
  nChanged 68
		SP:Iteration 26Q (69293.140000 sec): 3 clusters
  Score: Raw -2228060.515169 + Penalty 3194.523363 = -2224865.991806
  nChanged 76
		SP:Iteration 27Q (69293.460000 sec): 3 clusters
  Score: Raw -2228080.782354 + Penalty 3194.523363 = -2224886.258991
  nChanged 73
		SP:Iteration 28Q (69293.690000 sec): 3 clusters
  Score: Raw -2228102.086115 + Penalty 3194.523363 = -2224907.562752
  nChanged 94
		SP:Iteration 29Q (69293.940000 sec): 3 clusters
  Score: Raw -2228134.940842 + Penalty 3194.523363 = -2224940.417479
  nChanged 97
		SP:Iteration 30Q (69294.210000 sec): 3 clusters
  Score: Raw -2228165.893023 + Penalty 3194.523363 = -2224971.369661
  nChanged 94
		SP:Iteration 31Q (69294.450000 sec): 3 clusters
  Score: Raw -2228196.301262 + Penalty 3194.523363 = -2225001.777899
  nChanged 88
		SP:Iteration 32Q (69294.690000 sec): 3 clusters
  Score: Raw -2228221.777119 + Penalty 3194.523363 = -2225027.253756
  nChanged 84
		SP:Iteration 33Q (69294.930000 sec): 3 clusters
  Score: Raw -2228243.791188 + Penalty 3194.523363 = -2225049.267825
  nChanged 62
		SP:Iteration 34Q (69295.160000 sec): 3 clusters
  Score: Raw -2228258.403609 + Penalty 3194.523363 = -2225063.880246
  nChanged 58
		SP:Iteration 35Q (69295.430000 sec): 3 clusters
  Score: Raw -2228269.239551 + Penalty 3194.523363 = -2225074.716188
  nChanged 42
		SP:Iteration 36Q (69295.650000 sec): 3 clusters
  Score: Raw -2228275.008384 + Penalty 3194.523363 = -2225080.485021
  nChanged 35
		SP:Iteration 37Q (69295.900000 sec): 3 clusters
  Score: Raw -2228278.748962 + Penalty 3194.523363 = -2225084.225600
  nChanged 18
		SP:Iteration 38Q (69296.140000 sec): 3 clusters
  Score: Raw -2228280.080948 + Penalty 3194.523363 = -2225085.557586
  nChanged 12
		SP:Iteration 39Q (69296.350000 sec): 3 clusters
  Score: Raw -2228280.902802 + Penalty 3194.523363 = -2225086.379439
  nChanged 3
		SP:Iteration 40F (69296.610000 sec): 3 clusters
  Score: Raw -2228281.029611 + Penalty 3194.523363 = -2225086.506248
  nChanged 2
		SP:Iteration 41Q (69296.870000 sec): 3 clusters
  Score: Raw -2228281.232351 + Penalty 3194.523363 = -2225086.708989
  nChanged 3
		SP:Iteration 42Q (69297.130000 sec): 3 clusters
  Score: Raw -2228281.333828 + Penalty 3194.523363 = -2225086.810465
  nChanged 1
		SP:Iteration 43Q (69297.450000 sec): 3 clusters
  Score: Raw -2228281.366821 + Penalty 3194.523363 = -2225086.843459
  nChanged 1
		SP:Iteration 44Q (69297.700000 sec): 3 clusters
  Score: Raw -2228281.384391 + Penalty 3194.523363 = -2225086.861028
  nChanged 1
		SP:Iteration 45Q (69298.030000 sec): 3 clusters
  Score: Raw -2228281.400577 + Penalty 3194.523363 = -2225086.877215
  nChanged 0
		SP:Iteration 46F (69298.310000 sec): 3 clusters
  Score: Raw -2228281.400577 + Penalty 3194.523363 = -2225086.877215
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69298.410000 sec): 2 clusters
  Score: Raw -452398.764947 + Penalty 1344.790046 = -451053.974901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69298.640000 sec): 3 clusters
  Score: Raw -450501.619642 + Penalty 2689.580093 = -447812.039549
  nChanged 1579
		SP:Iteration 1F (69298.790000 sec): 3 clusters
  Score: Raw -451448.862070 + Penalty 2689.580093 = -448759.281977
  nChanged 293
		SP:Iteration 2F (69299.000000 sec): 3 clusters
  Score: Raw -451643.352993 + Penalty 2689.580093 = -448953.772901
  nChanged 253
		SP:Iteration 3F (69299.180000 sec): 3 clusters
  Score: Raw -451839.203253 + Penalty 2689.580093 = -449149.623161
  nChanged 232
		SP:Iteration 4F (69299.370000 sec): 3 clusters
  Score: Raw -452066.622217 + Penalty 2689.580093 = -449377.042124
  nChanged 239
		SP:Iteration 5F (69299.530000 sec): 3 clusters
  Score: Raw -452295.918417 + Penalty 2689.580093 = -449606.338324
  nChanged 211
		SP:Iteration 6F (69299.730000 sec): 3 clusters
  Score: Raw -452553.247067 + Penalty 2689.580093 = -449863.666974
  nChanged 243
		SP:Iteration 7F (69299.900000 sec): 3 clusters
  Score: Raw -452813.521967 + Penalty 2689.580093 = -450123.941875
  nChanged 183
		SP:Iteration 8Q (69300.100000 sec): 3 clusters
  Score: Raw -453015.971499 + Penalty 2689.580093 = -450326.391407
  nChanged 154
		SP:Iteration 9Q (69300.240000 sec): 3 clusters
  Score: Raw -453152.397430 + Penalty 2689.580093 = -450462.817338
  nChanged 116
		SP:Iteration 10Q (69300.400000 sec): 3 clusters
  Score: Raw -453247.736456 + Penalty 2689.580093 = -450558.156363
  nChanged 88
		SP:Iteration 11Q (69300.550000 sec): 3 clusters
  Score: Raw -453304.960884 + Penalty 2689.580093 = -450615.380791
  nChanged 64
		SP:Iteration 12Q (69300.710000 sec): 3 clusters
  Score: Raw -453344.059746 + Penalty 2689.580093 = -450654.479653
  nChanged 49
		SP:Iteration 13Q (69300.870000 sec): 3 clusters
  Score: Raw -453377.488850 + Penalty 2689.580093 = -450687.908757
  nChanged 45
		SP:Iteration 14Q (69301.060000 sec): 3 clusters
  Score: Raw -453400.221383 + Penalty 2689.580093 = -450710.641290
  nChanged 34
		SP:Iteration 15Q (69301.220000 sec): 3 clusters
  Score: Raw -453413.614977 + Penalty 2689.580093 = -450724.034884
  nChanged 25
		SP:Iteration 16Q (69301.420000 sec): 3 clusters
  Score: Raw -453422.945191 + Penalty 2689.580093 = -450733.365098
  nChanged 12
		SP:Iteration 17Q (69301.600000 sec): 3 clusters
  Score: Raw -453429.297982 + Penalty 2689.580093 = -450739.717889
  nChanged 14
		SP:Iteration 18Q (69301.800000 sec): 3 clusters
  Score: Raw -453436.173676 + Penalty 2689.580093 = -450746.593584
  nChanged 13
		SP:Iteration 19Q (69301.980000 sec): 3 clusters
  Score: Raw -453442.195278 + Penalty 2689.580093 = -450752.615185
  nChanged 15
		SP:Iteration 20F (69302.180000 sec): 3 clusters
  Score: Raw -453448.655279 + Penalty 2689.580093 = -450759.075187
  nChanged 15
		SP:Iteration 21Q (69302.380000 sec): 3 clusters
  Score: Raw -453454.567028 + Penalty 2689.580093 = -450764.986935
  nChanged 6
		SP:Iteration 22Q (69302.540000 sec): 3 clusters
  Score: Raw -453456.430227 + Penalty 2689.580093 = -450766.850134
  nChanged 5
		SP:Iteration 23Q (69302.750000 sec): 3 clusters
  Score: Raw -453457.628539 + Penalty 2689.580093 = -450768.048447
  nChanged 3
		SP:Iteration 24Q (69302.930000 sec): 3 clusters
  Score: Raw -453458.444654 + Penalty 2689.580093 = -450768.864561
  nChanged 2
		SP:Iteration 25Q (69303.100000 sec): 3 clusters
  Score: Raw -453459.250516 + Penalty 2689.580093 = -450769.670423
  nChanged 5
		SP:Iteration 26Q (69303.330000 sec): 3 clusters
  Score: Raw -453461.472995 + Penalty 2689.580093 = -450771.892902
  nChanged 6
		SP:Iteration 27Q (69303.480000 sec): 3 clusters
  Score: Raw -453463.218716 + Penalty 2689.580093 = -450773.638624
  nChanged 2
		SP:Iteration 28Q (69303.660000 sec): 3 clusters
  Score: Raw -453463.780669 + Penalty 2689.580093 = -450774.200576
  nChanged 6
		SP:Iteration 29Q (69303.840000 sec): 3 clusters
  Score: Raw -453465.547192 + Penalty 2689.580093 = -450775.967099
  nChanged 6
		SP:Iteration 30Q (69304.030000 sec): 3 clusters
  Score: Raw -453467.498427 + Penalty 2689.580093 = -450777.918335
  nChanged 2
		SP:Iteration 31Q (69304.240000 sec): 3 clusters
  Score: Raw -453468.179621 + Penalty 2689.580093 = -450778.599528
  nChanged 2
		SP:Iteration 32Q (69304.410000 sec): 3 clusters
  Score: Raw -453468.618167 + Penalty 2689.580093 = -450779.038074
  nChanged 1
		SP:Iteration 33Q (69304.600000 sec): 3 clusters
  Score: Raw -453468.720304 + Penalty 2689.580093 = -450779.140211
  nChanged 0
		SP:Iteration 34F (69304.780000 sec): 3 clusters
  Score: Raw -453468.720304 + Penalty 2689.580093 = -450779.140211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (5320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69304.890000 sec): 2 clusters
  Score: Raw -584940.835798 + Penalty 1394.124645 = -583546.711153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69305.100000 sec): 3 clusters
  Score: Raw -582198.751362 + Penalty 2788.249289 = -579410.502073
  nChanged 2148
		SP:Iteration 1F (69305.310000 sec): 3 clusters
  Score: Raw -583535.563666 + Penalty 2788.249289 = -580747.314377
  nChanged 504
		SP:Iteration 2F (69305.490000 sec): 3 clusters
  Score: Raw -584158.312041 + Penalty 2788.249289 = -581370.062752
  nChanged 559
		SP:Iteration 3F (69305.690000 sec): 3 clusters
  Score: Raw -584993.527927 + Penalty 2788.249289 = -582205.278638
  nChanged 504
		SP:Iteration 4F (69305.880000 sec): 3 clusters
  Score: Raw -585880.634634 + Penalty 2788.249289 = -583092.385345
  nChanged 391
		SP:Iteration 5F (69306.100000 sec): 3 clusters
  Score: Raw -586463.972511 + Penalty 2788.249289 = -583675.723222
  nChanged 314
		SP:Iteration 6F (69306.310000 sec): 3 clusters
  Score: Raw -586853.288803 + Penalty 2788.249289 = -584065.039514
  nChanged 207
		SP:Iteration 7Q (69306.450000 sec): 3 clusters
  Score: Raw -587092.413405 + Penalty 2788.249289 = -584304.164116
  nChanged 149
		SP:Iteration 8Q (69306.640000 sec): 3 clusters
  Score: Raw -587219.030000 + Penalty 2788.249289 = -584430.780711
  nChanged 87
		SP:Iteration 9Q (69306.870000 sec): 3 clusters
  Score: Raw -587271.536281 + Penalty 2788.249289 = -584483.286992
  nChanged 67
		SP:Iteration 10Q (69307.080000 sec): 3 clusters
  Score: Raw -587310.204011 + Penalty 2788.249289 = -584521.954722
  nChanged 59
		SP:Iteration 11Q (69307.270000 sec): 3 clusters
  Score: Raw -587347.620525 + Penalty 2788.249289 = -584559.371236
  nChanged 52
		SP:Iteration 12Q (69307.470000 sec): 3 clusters
  Score: Raw -587372.711997 + Penalty 2788.249289 = -584584.462708
  nChanged 42
		SP:Iteration 13Q (69307.640000 sec): 3 clusters
  Score: Raw -587391.325110 + Penalty 2788.249289 = -584603.075820
  nChanged 50
		SP:Iteration 14Q (69307.860000 sec): 3 clusters
  Score: Raw -587418.716561 + Penalty 2788.249289 = -584630.467271
  nChanged 51
		SP:Iteration 15Q (69308.060000 sec): 3 clusters
  Score: Raw -587450.095260 + Penalty 2788.249289 = -584661.845970
  nChanged 48
		SP:Iteration 16Q (69308.220000 sec): 3 clusters
  Score: Raw -587474.520249 + Penalty 2788.249289 = -584686.270959
  nChanged 57
		SP:Iteration 17Q (69308.400000 sec): 3 clusters
  Score: Raw -587502.874626 + Penalty 2788.249289 = -584714.625336
  nChanged 51
		SP:Iteration 18Q (69308.570000 sec): 3 clusters
  Score: Raw -587539.327658 + Penalty 2788.249289 = -584751.078369
  nChanged 52
		SP:Iteration 19Q (69308.780000 sec): 3 clusters
  Score: Raw -587582.931981 + Penalty 2788.249289 = -584794.682692
  nChanged 52
		SP:Iteration 20F (69308.990000 sec): 3 clusters
  Score: Raw -587659.423965 + Penalty 2788.249289 = -584871.174675
  nChanged 63
		SP:Iteration 21Q (69309.150000 sec): 3 clusters
  Score: Raw -587738.573182 + Penalty 2788.249289 = -584950.323893
  nChanged 55
		SP:Iteration 22Q (69309.380000 sec): 3 clusters
  Score: Raw -587775.523945 + Penalty 2788.249289 = -584987.274656
  nChanged 37
		SP:Iteration 23Q (69309.550000 sec): 3 clusters
  Score: Raw -587800.324721 + Penalty 2788.249289 = -585012.075432
  nChanged 26
		SP:Iteration 24Q (69309.730000 sec): 3 clusters
  Score: Raw -587810.333366 + Penalty 2788.249289 = -585022.084076
  nChanged 13
		SP:Iteration 25Q (69309.960000 sec): 3 clusters
  Score: Raw -587814.218527 + Penalty 2788.249289 = -585025.969237
  nChanged 12
		SP:Iteration 26Q (69310.120000 sec): 3 clusters
  Score: Raw -587818.806294 + Penalty 2788.249289 = -585030.557005
  nChanged 12
		SP:Iteration 27Q (69310.320000 sec): 3 clusters
  Score: Raw -587821.679640 + Penalty 2788.249289 = -585033.430350
  nChanged 4
		SP:Iteration 28Q (69310.520000 sec): 3 clusters
  Score: Raw -587822.160649 + Penalty 2788.249289 = -585033.911359
  nChanged 1
		SP:Iteration 29Q (69310.720000 sec): 3 clusters
  Score: Raw -587822.262283 + Penalty 2788.249289 = -585034.012994
  nChanged 0
		SP:Iteration 30F (69310.910000 sec): 3 clusters
  Score: Raw -587822.262283 + Penalty 2788.249289 = -585034.012994
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 38 (518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69311.030000 sec): 2 clusters
  Score: Raw -23111.106757 + Penalty 1015.620977 = -22095.485780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69311.260000 sec): 3 clusters
  Score: Raw -23262.246190 + Penalty 2031.241954 = -21231.004236
  nChanged 169
		SP:Iteration 1F (69311.400000 sec): 3 clusters
  Score: Raw -23816.950928 + Penalty 2031.241954 = -21785.708974
  nChanged 60
		SP:Iteration 2F (69311.560000 sec): 3 clusters
  Score: Raw -24026.318269 + Penalty 2031.241954 = -21995.076315
  nChanged 25
		SP:Iteration 3Q (69311.740000 sec): 3 clusters
  Score: Raw -24176.014183 + Penalty 2031.241954 = -22144.772229
  nChanged 13
		SP:Iteration 4Q (69311.920000 sec): 3 clusters
  Score: Raw -24196.168828 + Penalty 2031.241954 = -22164.926874
  nChanged 5
		SP:Iteration 5Q (69312.120000 sec): 3 clusters
  Score: Raw -24202.766515 + Penalty 2031.241954 = -22171.524561
  nChanged 3
		SP:Iteration 6Q (69312.300000 sec): 3 clusters
  Score: Raw -24206.206938 + Penalty 2031.241954 = -22174.964984
  nChanged 4
		SP:Iteration 7Q (69312.440000 sec): 3 clusters
  Score: Raw -24217.134225 + Penalty 2031.241954 = -22185.892271
  nChanged 0
		SP:Iteration 8F (69312.610000 sec): 3 clusters
  Score: Raw -24217.134225 + Penalty 2031.241954 = -22185.892271
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69312.720000 sec): 2 clusters
  Score: Raw -52976.073714 + Penalty 1025.951558 = -51950.122157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69312.900000 sec): 3 clusters
  Score: Raw -52960.407621 + Penalty 2051.903115 = -50908.504506
  nChanged 149
		SP:Iteration 1F (69313.050000 sec): 3 clusters
  Score: Raw -53269.042565 + Penalty 2051.903115 = -51217.139450
  nChanged 54
		SP:Iteration 2F (69313.220000 sec): 3 clusters
  Score: Raw -53386.027486 + Penalty 2051.903115 = -51334.124371
  nChanged 29
		SP:Iteration 3F (69313.400000 sec): 3 clusters
  Score: Raw -53480.056606 + Penalty 2051.903115 = -51428.153491
  nChanged 22
		SP:Iteration 4Q (69313.590000 sec): 3 clusters
  Score: Raw -53571.150754 + Penalty 2051.903115 = -51519.247639
  nChanged 31
		SP:Iteration 5F (69313.790000 sec): 3 clusters
  Score: Raw -53678.537662 + Penalty 2051.903115 = -51626.634547
  nChanged 16
		SP:Iteration 6Q (69313.930000 sec): 3 clusters
  Score: Raw -53720.215608 + Penalty 2051.903115 = -51668.312493
  nChanged 8
		SP:Iteration 7Q (69314.110000 sec): 3 clusters
  Score: Raw -53739.069370 + Penalty 2051.903115 = -51687.166255
  nChanged 10
		SP:Iteration 8Q (69314.290000 sec): 3 clusters
  Score: Raw -53788.009044 + Penalty 2051.903115 = -51736.105929
  nChanged 15
		SP:Iteration 9Q (69314.480000 sec): 3 clusters
  Score: Raw -53845.627237 + Penalty 2051.903115 = -51793.724121
  nChanged 12
		SP:Iteration 10Q (69314.660000 sec): 3 clusters
  Score: Raw -53880.104501 + Penalty 2051.903115 = -51828.201386
  nChanged 8
		SP:Iteration 11Q (69314.820000 sec): 3 clusters
  Score: Raw -53896.902346 + Penalty 2051.903115 = -51844.999231
  nChanged 9
		SP:Iteration 12Q (69314.990000 sec): 3 clusters
  Score: Raw -53921.403768 + Penalty 2051.903115 = -51869.500653
  nChanged 6
		SP:Iteration 13Q (69315.180000 sec): 3 clusters
  Score: Raw -53943.773648 + Penalty 2051.903115 = -51891.870533
  nChanged 5
		SP:Iteration 14Q (69315.350000 sec): 3 clusters
  Score: Raw -53965.864550 + Penalty 2051.903115 = -51913.961435
  nChanged 3
		SP:Iteration 15Q (69315.560000 sec): 3 clusters
  Score: Raw -53980.009484 + Penalty 2051.903115 = -51928.106369
  nChanged 2
		SP:Iteration 16Q (69315.710000 sec): 3 clusters
  Score: Raw -53998.742764 + Penalty 2051.903115 = -51946.839649
  nChanged 8
		SP:Iteration 17Q (69315.900000 sec): 3 clusters
  Score: Raw -54032.488400 + Penalty 2051.903115 = -51980.585285
  nChanged 4
		SP:Iteration 18Q (69316.060000 sec): 3 clusters
  Score: Raw -54037.737553 + Penalty 2051.903115 = -51985.834438
  nChanged 1
		SP:Iteration 19Q (69316.250000 sec): 3 clusters
  Score: Raw -54038.179006 + Penalty 2051.903115 = -51986.275891
  nChanged 0
		SP:Iteration 20F (69316.440000 sec): 3 clusters
  Score: Raw -54038.179006 + Penalty 2051.903115 = -51986.275891
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69316.550000 sec): 2 clusters
  Score: Raw -36488.346577 + Penalty 955.586610 = -35532.759966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69316.730000 sec): 3 clusters
  Score: Raw -36833.104070 + Penalty 1911.173221 = -34921.930849
  nChanged 95
		SP:Iteration 1F (69316.890000 sec): 3 clusters
  Score: Raw -37159.614648 + Penalty 1911.173221 = -35248.441427
  nChanged 24
		SP:Iteration 2F (69317.070000 sec): 3 clusters
  Score: Raw -37442.074138 + Penalty 1911.173221 = -35530.900917
  nChanged 22
		SP:Iteration 3F (69317.190000 sec): 3 clusters
  Score: Raw -37742.320982 + Penalty 1911.173221 = -35831.147761
  nChanged 13
		SP:Iteration 4Q (69317.400000 sec): 3 clusters
  Score: Raw -37894.220050 + Penalty 1911.173221 = -35983.046830
  nChanged 11
		SP:Iteration 5Q (69317.520000 sec): 3 clusters
  Score: Raw -37964.520796 + Penalty 1911.173221 = -36053.347575
  nChanged 5
		SP:Iteration 6Q (69317.700000 sec): 3 clusters
  Score: Raw -38010.150447 + Penalty 1911.173221 = -36098.977226
  nChanged 7
		SP:Iteration 7Q (69317.820000 sec): 3 clusters
  Score: Raw -38088.464822 + Penalty 1911.173221 = -36177.291601
  nChanged 10
		SP:Iteration 8Q (69317.980000 sec): 3 clusters
  Score: Raw -38182.438497 + Penalty 1911.173221 = -36271.265276
  nChanged 7
		SP:Iteration 9Q (69318.120000 sec): 3 clusters
  Score: Raw -38244.795156 + Penalty 1911.173221 = -36333.621936
  nChanged 4
		SP:Iteration 10Q (69318.300000 sec): 3 clusters
  Score: Raw -38286.114902 + Penalty 1911.173221 = -36374.941682
  nChanged 4
		SP:Iteration 11Q (69318.450000 sec): 3 clusters
  Score: Raw -38334.292500 + Penalty 1911.173221 = -36423.119279
  nChanged 5
		SP:Iteration 12Q (69318.640000 sec): 3 clusters
  Score: Raw -38469.649753 + Penalty 1911.173221 = -36558.476533
  nChanged 5
		SP:Iteration 13Q (69318.810000 sec): 3 clusters
  Score: Raw -38671.574863 + Penalty 1911.173221 = -36760.401643
  nChanged 2
		SP:Iteration 14Q (69319.010000 sec): 3 clusters
  Score: Raw -38685.112734 + Penalty 1911.173221 = -36773.939513
  nChanged 0
		SP:Iteration 15F (69319.200000 sec): 3 clusters
  Score: Raw -38687.644911 + Penalty 1911.173221 = -36776.471690
  nChanged 2
		SP:Iteration 16Q (69319.350000 sec): 3 clusters
  Score: Raw -38701.764216 + Penalty 1911.173221 = -36790.590995
  nChanged 1
		SP:Iteration 17Q (69319.550000 sec): 3 clusters
  Score: Raw -38708.509463 + Penalty 1911.173221 = -36797.336243
  nChanged 0
		SP:Iteration 18F (69319.710000 sec): 3 clusters
  Score: Raw -38708.509463 + Penalty 1911.173221 = -36797.336243
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (7304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69319.840000 sec): 2 clusters
  Score: Raw -822369.966659 + Penalty 1445.628831 = -820924.337828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69320.070000 sec): 3 clusters
  Score: Raw -818510.263611 + Penalty 2891.257662 = -815619.005949
  nChanged 3067
		SP:Iteration 1F (69320.270000 sec): 3 clusters
  Score: Raw -821028.010182 + Penalty 2891.257662 = -818136.752519
  nChanged 813
		SP:Iteration 2F (69320.490000 sec): 3 clusters
  Score: Raw -822180.498747 + Penalty 2891.257662 = -819289.241084
  nChanged 728
		SP:Iteration 3F (69320.730000 sec): 3 clusters
  Score: Raw -823122.716168 + Penalty 2891.257662 = -820231.458506
  nChanged 642
		SP:Iteration 4F (69320.900000 sec): 3 clusters
  Score: Raw -823966.090771 + Penalty 2891.257662 = -821074.833109
  nChanged 536
		SP:Iteration 5F (69321.120000 sec): 3 clusters
  Score: Raw -824687.910308 + Penalty 2891.257662 = -821796.652646
  nChanged 369
		SP:Iteration 6F (69321.310000 sec): 3 clusters
  Score: Raw -825040.572107 + Penalty 2891.257662 = -822149.314445
  nChanged 229
		SP:Iteration 7Q (69321.520000 sec): 3 clusters
  Score: Raw -825195.442040 + Penalty 2891.257662 = -822304.184378
  nChanged 137
		SP:Iteration 8Q (69321.750000 sec): 3 clusters
  Score: Raw -825264.446013 + Penalty 2891.257662 = -822373.188351
  nChanged 76
		SP:Iteration 9Q (69321.950000 sec): 3 clusters
  Score: Raw -825300.715398 + Penalty 2891.257662 = -822409.457735
  nChanged 61
		SP:Iteration 10Q (69322.170000 sec): 3 clusters
  Score: Raw -825326.974425 + Penalty 2891.257662 = -822435.716763
  nChanged 56
		SP:Iteration 11Q (69322.320000 sec): 3 clusters
  Score: Raw -825344.086318 + Penalty 2891.257662 = -822452.828656
  nChanged 36
		SP:Iteration 12Q (69322.500000 sec): 3 clusters
  Score: Raw -825353.846680 + Penalty 2891.257662 = -822462.589018
  nChanged 31
		SP:Iteration 13Q (69322.690000 sec): 3 clusters
  Score: Raw -825363.400116 + Penalty 2891.257662 = -822472.142454
  nChanged 33
		SP:Iteration 14Q (69322.920000 sec): 3 clusters
  Score: Raw -825373.867699 + Penalty 2891.257662 = -822482.610036
  nChanged 29
		SP:Iteration 15Q (69323.080000 sec): 3 clusters
  Score: Raw -825383.816995 + Penalty 2891.257662 = -822492.559332
  nChanged 26
		SP:Iteration 16Q (69323.270000 sec): 3 clusters
  Score: Raw -825389.886200 + Penalty 2891.257662 = -822498.628537
  nChanged 17
		SP:Iteration 17Q (69323.470000 sec): 3 clusters
  Score: Raw -825394.134268 + Penalty 2891.257662 = -822502.876606
  nChanged 14
		SP:Iteration 18Q (69323.690000 sec): 3 clusters
  Score: Raw -825398.093394 + Penalty 2891.257662 = -822506.835732
  nChanged 22
		SP:Iteration 19Q (69323.870000 sec): 3 clusters
  Score: Raw -825404.976809 + Penalty 2891.257662 = -822513.719146
  nChanged 23
		SP:Iteration 20F (69324.030000 sec): 3 clusters
  Score: Raw -825410.868263 + Penalty 2891.257662 = -822519.610601
  nChanged 22
		SP:Iteration 21Q (69324.250000 sec): 3 clusters
  Score: Raw -825416.210045 + Penalty 2891.257662 = -822524.952383
  nChanged 13
		SP:Iteration 22Q (69324.420000 sec): 3 clusters
  Score: Raw -825418.289580 + Penalty 2891.257662 = -822527.031918
  nChanged 9
		SP:Iteration 23Q (69324.610000 sec): 3 clusters
  Score: Raw -825419.901967 + Penalty 2891.257662 = -822528.644305
  nChanged 4
		SP:Iteration 24Q (69324.810000 sec): 3 clusters
  Score: Raw -825420.951854 + Penalty 2891.257662 = -822529.694191
  nChanged 2
		SP:Iteration 25Q (69324.990000 sec): 3 clusters
  Score: Raw -825421.155696 + Penalty 2891.257662 = -822529.898034
  nChanged 1
		SP:Iteration 26Q (69325.250000 sec): 3 clusters
  Score: Raw -825421.239675 + Penalty 2891.257662 = -822529.982013
  nChanged 0
		SP:Iteration 27F (69325.440000 sec): 3 clusters
  Score: Raw -825421.239675 + Penalty 2891.257662 = -822529.982013
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 42 (50607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69325.800000 sec): 2 clusters
  Score: Raw -6272386.737454 + Penalty 1760.174843 = -6270626.562612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69326.230000 sec): 3 clusters
  Score: Raw -6240082.161406 + Penalty 3520.349685 = -6236561.811721
  nChanged 23965
		SP:Iteration 1F (69326.650000 sec): 3 clusters
  Score: Raw -6254084.884728 + Penalty 3520.349685 = -6250564.535042
  nChanged 2084
		SP:Iteration 2Q (69327.050000 sec): 3 clusters
  Score: Raw -6254787.754586 + Penalty 3520.349685 = -6251267.404901
  nChanged 2160
		SP:Iteration 3Q (69327.480000 sec): 3 clusters
  Score: Raw -6255632.263794 + Penalty 3520.349685 = -6252111.914108
  nChanged 2326
		SP:Iteration 4Q (69327.890000 sec): 3 clusters
  Score: Raw -6256658.449420 + Penalty 3520.349685 = -6253138.099735
  nChanged 2472
		SP:Iteration 5Q (69328.290000 sec): 3 clusters
  Score: Raw -6257825.432968 + Penalty 3520.349685 = -6254305.083283
  nChanged 2701
		SP:Iteration 6F (69328.670000 sec): 3 clusters
  Score: Raw -6259137.513594 + Penalty 3520.349685 = -6255617.163908
  nChanged 2627
		SP:Iteration 7F (69329.090000 sec): 3 clusters
  Score: Raw -6260427.676276 + Penalty 3520.349685 = -6256907.326591
  nChanged 2457
		SP:Iteration 8Q (69329.470000 sec): 3 clusters
  Score: Raw -6261655.842776 + Penalty 3520.349685 = -6258135.493091
  nChanged 2262
		SP:Iteration 9Q (69329.900000 sec): 3 clusters
  Score: Raw -6262858.254853 + Penalty 3520.349685 = -6259337.905168
  nChanged 2164
		SP:Iteration 10Q (69330.320000 sec): 3 clusters
  Score: Raw -6264082.886472 + Penalty 3520.349685 = -6260562.536787
  nChanged 1948
		SP:Iteration 11Q (69330.760000 sec): 3 clusters
  Score: Raw -6265181.493935 + Penalty 3520.349685 = -6261661.144249
  nChanged 1739
		SP:Iteration 12Q (69331.160000 sec): 3 clusters
  Score: Raw -6266020.695170 + Penalty 3520.349685 = -6262500.345484
  nChanged 1373
		SP:Iteration 13Q (69331.610000 sec): 3 clusters
  Score: Raw -6266501.230435 + Penalty 3520.349685 = -6262980.880749
  nChanged 967
		SP:Iteration 14Q (69332.020000 sec): 3 clusters
  Score: Raw -6266764.314073 + Penalty 3520.349685 = -6263243.964387
  nChanged 737
		SP:Iteration 15Q (69332.450000 sec): 3 clusters
  Score: Raw -6266952.576350 + Penalty 3520.349685 = -6263432.226665
  nChanged 615
		SP:Iteration 16Q (69332.870000 sec): 3 clusters
  Score: Raw -6267103.807788 + Penalty 3520.349685 = -6263583.458102
  nChanged 561
		SP:Iteration 17Q (69333.290000 sec): 3 clusters
  Score: Raw -6267228.472837 + Penalty 3520.349685 = -6263708.123152
  nChanged 482
		SP:Iteration 18Q (69333.720000 sec): 3 clusters
  Score: Raw -6267324.250976 + Penalty 3520.349685 = -6263803.901291
  nChanged 444
		SP:Iteration 19Q (69334.150000 sec): 3 clusters
  Score: Raw -6267410.491049 + Penalty 3520.349685 = -6263890.141363
  nChanged 397
		SP:Iteration 20F (69334.580000 sec): 3 clusters
  Score: Raw -6267484.939375 + Penalty 3520.349685 = -6263964.589690
  nChanged 364
		SP:Iteration 21Q (69335.000000 sec): 3 clusters
  Score: Raw -6267545.634982 + Penalty 3520.349685 = -6264025.285297
  nChanged 322
		SP:Iteration 22Q (69335.460000 sec): 3 clusters
  Score: Raw -6267597.121921 + Penalty 3520.349685 = -6264076.772236
  nChanged 314
		SP:Iteration 23Q (69335.880000 sec): 3 clusters
  Score: Raw -6267644.484293 + Penalty 3520.349685 = -6264124.134607
  nChanged 317
		SP:Iteration 24Q (69336.300000 sec): 3 clusters
  Score: Raw -6267691.618396 + Penalty 3520.349685 = -6264171.268711
  nChanged 273
		SP:Iteration 25Q (69336.660000 sec): 3 clusters
  Score: Raw -6267729.174014 + Penalty 3520.349685 = -6264208.824329
  nChanged 266
		SP:Iteration 26Q (69337.010000 sec): 3 clusters
  Score: Raw -6267761.225246 + Penalty 3520.349685 = -6264240.875560
  nChanged 212
		SP:Iteration 27Q (69337.410000 sec): 3 clusters
  Score: Raw -6267783.502664 + Penalty 3520.349685 = -6264263.152979
  nChanged 206
		SP:Iteration 28Q (69337.820000 sec): 3 clusters
  Score: Raw -6267805.202309 + Penalty 3520.349685 = -6264284.852624
  nChanged 203
		SP:Iteration 29Q (69338.240000 sec): 3 clusters
  Score: Raw -6267827.978960 + Penalty 3520.349685 = -6264307.629275
  nChanged 187
		SP:Iteration 30Q (69338.580000 sec): 3 clusters
  Score: Raw -6267845.906231 + Penalty 3520.349685 = -6264325.556546
  nChanged 181
		SP:Iteration 31Q (69338.990000 sec): 3 clusters
  Score: Raw -6267863.569254 + Penalty 3520.349685 = -6264343.219569
  nChanged 177
		SP:Iteration 32Q (69339.380000 sec): 3 clusters
  Score: Raw -6267881.484721 + Penalty 3520.349685 = -6264361.135035
  nChanged 187
		SP:Iteration 33Q (69339.750000 sec): 3 clusters
  Score: Raw -6267899.362062 + Penalty 3520.349685 = -6264379.012376
  nChanged 156
		SP:Iteration 34Q (69340.160000 sec): 3 clusters
  Score: Raw -6267913.556033 + Penalty 3520.349685 = -6264393.206348
  nChanged 154
		SP:Iteration 35Q (69340.540000 sec): 3 clusters
  Score: Raw -6267928.232431 + Penalty 3520.349685 = -6264407.882746
  nChanged 151
		SP:Iteration 36Q (69340.960000 sec): 3 clusters
  Score: Raw -6267944.661759 + Penalty 3520.349685 = -6264424.312073
  nChanged 164
		SP:Iteration 37Q (69341.340000 sec): 3 clusters
  Score: Raw -6267960.730932 + Penalty 3520.349685 = -6264440.381246
  nChanged 145
		SP:Iteration 38Q (69341.780000 sec): 3 clusters
  Score: Raw -6267973.785487 + Penalty 3520.349685 = -6264453.435802
  nChanged 141
		SP:Iteration 39Q (69342.200000 sec): 3 clusters
  Score: Raw -6267984.884851 + Penalty 3520.349685 = -6264464.535166
  nChanged 117
		SP:Iteration 40F (69342.600000 sec): 3 clusters
  Score: Raw -6267995.607830 + Penalty 3520.349685 = -6264475.258145
  nChanged 132
		SP:Iteration 41Q (69343.010000 sec): 3 clusters
  Score: Raw -6268008.167464 + Penalty 3520.349685 = -6264487.817779
  nChanged 135
		SP:Iteration 42Q (69343.430000 sec): 3 clusters
  Score: Raw -6268024.622018 + Penalty 3520.349685 = -6264504.272332
  nChanged 167
		SP:Iteration 43Q (69343.850000 sec): 3 clusters
  Score: Raw -6268043.274113 + Penalty 3520.349685 = -6264522.924428
  nChanged 189
		SP:Iteration 44Q (69344.270000 sec): 3 clusters
  Score: Raw -6268064.683388 + Penalty 3520.349685 = -6264544.333703
  nChanged 183
		SP:Iteration 45Q (69344.710000 sec): 3 clusters
  Score: Raw -6268084.675403 + Penalty 3520.349685 = -6264564.325718
  nChanged 186
		SP:Iteration 46Q (69345.170000 sec): 3 clusters
  Score: Raw -6268104.221976 + Penalty 3520.349685 = -6264583.872290
  nChanged 195
		SP:Iteration 47Q (69345.570000 sec): 3 clusters
  Score: Raw -6268129.602719 + Penalty 3520.349685 = -6264609.253034
  nChanged 215
		SP:Iteration 48Q (69345.950000 sec): 3 clusters
  Score: Raw -6268158.006769 + Penalty 3520.349685 = -6264637.657083
  nChanged 223
		SP:Iteration 49Q (69346.370000 sec): 3 clusters
  Score: Raw -6268188.397159 + Penalty 3520.349685 = -6264668.047473
  nChanged 237
		SP:Iteration 50Q (69346.790000 sec): 3 clusters
  Score: Raw -6268221.952702 + Penalty 3520.349685 = -6264701.603016
  nChanged 236
		SP:Iteration 51Q (69347.230000 sec): 3 clusters
  Score: Raw -6268255.290315 + Penalty 3520.349685 = -6264734.940630
  nChanged 249
		SP:Iteration 52Q (69347.630000 sec): 3 clusters
  Score: Raw -6268292.418366 + Penalty 3520.349685 = -6264772.068680
  nChanged 239
		SP:Iteration 53Q (69348.040000 sec): 3 clusters
  Score: Raw -6268325.685079 + Penalty 3520.349685 = -6264805.335394
  nChanged 223
		SP:Iteration 54Q (69348.420000 sec): 3 clusters
  Score: Raw -6268358.425603 + Penalty 3520.349685 = -6264838.075917
  nChanged 256
		SP:Iteration 55Q (69348.820000 sec): 3 clusters
  Score: Raw -6268399.245263 + Penalty 3520.349685 = -6264878.895578
  nChanged 278
		SP:Iteration 56Q (69349.240000 sec): 3 clusters
  Score: Raw -6268442.011558 + Penalty 3520.349685 = -6264921.661873
  nChanged 282
		SP:Iteration 57Q (69349.650000 sec): 3 clusters
  Score: Raw -6268487.378353 + Penalty 3520.349685 = -6264967.028668
  nChanged 298
		SP:Iteration 58Q (69350.030000 sec): 3 clusters
  Score: Raw -6268534.501227 + Penalty 3520.349685 = -6265014.151542
  nChanged 308
		SP:Iteration 59Q (69350.500000 sec): 3 clusters
  Score: Raw -6268590.753390 + Penalty 3520.349685 = -6265070.403705
  nChanged 324
		SP:Iteration 60F (69350.910000 sec): 3 clusters
  Score: Raw -6268651.633386 + Penalty 3520.349685 = -6265131.283700
  nChanged 310
		SP:Iteration 61Q (69351.320000 sec): 3 clusters
  Score: Raw -6268711.920902 + Penalty 3520.349685 = -6265191.571217
  nChanged 331
		SP:Iteration 62Q (69351.680000 sec): 3 clusters
  Score: Raw -6268778.250501 + Penalty 3520.349685 = -6265257.900815
  nChanged 333
		SP:Iteration 63Q (69352.050000 sec): 3 clusters
  Score: Raw -6268844.842437 + Penalty 3520.349685 = -6265324.492751
  nChanged 341
		SP:Iteration 64Q (69352.470000 sec): 3 clusters
  Score: Raw -6268908.437598 + Penalty 3520.349685 = -6265388.087913
  nChanged 327
		SP:Iteration 65Q (69352.870000 sec): 3 clusters
  Score: Raw -6268969.829820 + Penalty 3520.349685 = -6265449.480135
  nChanged 342
		SP:Iteration 66Q (69353.240000 sec): 3 clusters
  Score: Raw -6269036.283590 + Penalty 3520.349685 = -6265515.933905
  nChanged 355
		SP:Iteration 67Q (69353.630000 sec): 3 clusters
  Score: Raw -6269112.413109 + Penalty 3520.349685 = -6265592.063424
  nChanged 394
		SP:Iteration 68Q (69354.030000 sec): 3 clusters
  Score: Raw -6269209.965054 + Penalty 3520.349685 = -6265689.615369
  nChanged 438
		SP:Iteration 69Q (69354.420000 sec): 3 clusters
  Score: Raw -6269312.030105 + Penalty 3520.349685 = -6265791.680419
  nChanged 430
		SP:Iteration 70Q (69354.860000 sec): 3 clusters
  Score: Raw -6269411.166648 + Penalty 3520.349685 = -6265890.816962
  nChanged 442
		SP:Iteration 71Q (69355.290000 sec): 3 clusters
  Score: Raw -6269509.915584 + Penalty 3520.349685 = -6265989.565899
  nChanged 412
		SP:Iteration 72Q (69355.680000 sec): 3 clusters
  Score: Raw -6269605.913818 + Penalty 3520.349685 = -6266085.564132
  nChanged 408
		SP:Iteration 73Q (69356.120000 sec): 3 clusters
  Score: Raw -6269702.116551 + Penalty 3520.349685 = -6266181.766866
  nChanged 431
		SP:Iteration 74Q (69356.530000 sec): 3 clusters
  Score: Raw -6269803.769034 + Penalty 3520.349685 = -6266283.419349
  nChanged 428
		SP:Iteration 75Q (69356.950000 sec): 3 clusters
  Score: Raw -6269905.949895 + Penalty 3520.349685 = -6266385.600210
  nChanged 450
		SP:Iteration 76Q (69357.360000 sec): 3 clusters
  Score: Raw -6270020.025721 + Penalty 3520.349685 = -6266499.676035
  nChanged 446
		SP:Iteration 77Q (69357.770000 sec): 3 clusters
  Score: Raw -6270128.963717 + Penalty 3520.349685 = -6266608.614032
  nChanged 426
		SP:Iteration 78Q (69358.170000 sec): 3 clusters
  Score: Raw -6270232.756869 + Penalty 3520.349685 = -6266712.407183
  nChanged 439
		SP:Iteration 79Q (69358.580000 sec): 3 clusters
  Score: Raw -6270346.212234 + Penalty 3520.349685 = -6266825.862549
  nChanged 448
		SP:Iteration 80F (69359.020000 sec): 3 clusters
  Score: Raw -6270469.586262 + Penalty 3520.349685 = -6266949.236577
  nChanged 457
		SP:Iteration 81Q (69359.440000 sec): 3 clusters
  Score: Raw -6270603.428003 + Penalty 3520.349685 = -6267083.078318
  nChanged 439
		SP:Iteration 82Q (69359.840000 sec): 3 clusters
  Score: Raw -6270734.541827 + Penalty 3520.349685 = -6267214.192142
  nChanged 458
		SP:Iteration 83Q (69360.290000 sec): 3 clusters
  Score: Raw -6270884.481154 + Penalty 3520.349685 = -6267364.131469
  nChanged 466
		SP:Iteration 84Q (69360.670000 sec): 3 clusters
  Score: Raw -6271036.319287 + Penalty 3520.349685 = -6267515.969601
  nChanged 444
		SP:Iteration 85Q (69361.080000 sec): 3 clusters
  Score: Raw -6271189.747397 + Penalty 3520.349685 = -6267669.397711
  nChanged 430
		SP:Iteration 86Q (69361.510000 sec): 3 clusters
  Score: Raw -6271337.263507 + Penalty 3520.349685 = -6267816.913822
  nChanged 409
		SP:Iteration 87Q (69361.900000 sec): 3 clusters
  Score: Raw -6271483.962833 + Penalty 3520.349685 = -6267963.613148
  nChanged 364
		SP:Iteration 88Q (69362.250000 sec): 3 clusters
  Score: Raw -6271614.088829 + Penalty 3520.349685 = -6268093.739144
  nChanged 365
		SP:Iteration 89Q (69362.620000 sec): 3 clusters
  Score: Raw -6271742.133530 + Penalty 3520.349685 = -6268221.783845
  nChanged 332
		SP:Iteration 90Q (69362.980000 sec): 3 clusters
  Score: Raw -6271859.856961 + Penalty 3520.349685 = -6268339.507275
  nChanged 321
		SP:Iteration 91Q (69363.340000 sec): 3 clusters
  Score: Raw -6271965.754291 + Penalty 3520.349685 = -6268445.404606
  nChanged 272
		SP:Iteration 92Q (69363.720000 sec): 3 clusters
  Score: Raw -6272053.447291 + Penalty 3520.349685 = -6268533.097606
  nChanged 260
		SP:Iteration 93Q (69364.060000 sec): 3 clusters
  Score: Raw -6272138.220739 + Penalty 3520.349685 = -6268617.871053
  nChanged 217
		SP:Iteration 94Q (69364.450000 sec): 3 clusters
  Score: Raw -6272212.259016 + Penalty 3520.349685 = -6268691.909331
  nChanged 200
		SP:Iteration 95Q (69364.810000 sec): 3 clusters
  Score: Raw -6272277.018682 + Penalty 3520.349685 = -6268756.668996
  nChanged 185
		SP:Iteration 96Q (69365.210000 sec): 3 clusters
  Score: Raw -6272332.824910 + Penalty 3520.349685 = -6268812.475225
  nChanged 182
		SP:Iteration 97Q (69365.630000 sec): 3 clusters
  Score: Raw -6272389.508297 + Penalty 3520.349685 = -6268869.158612
  nChanged 171
		SP:Iteration 98Q (69366.020000 sec): 3 clusters
  Score: Raw -6272445.813463 + Penalty 3520.349685 = -6268925.463778
  nChanged 159
		SP:Iteration 99Q (69366.390000 sec): 3 clusters
  Score: Raw -6272500.205993 + Penalty 3520.349685 = -6268979.856307
  nChanged 135
		SP:Iteration 100F (69366.800000 sec): 3 clusters
  Score: Raw -6272543.041580 + Penalty 3520.349685 = -6269022.691895
  nChanged 122
		SP:Iteration 101Q (69367.170000 sec): 3 clusters
  Score: Raw -6272573.935365 + Penalty 3520.349685 = -6269053.585679
  nChanged 93
		SP:Iteration 102Q (69367.560000 sec): 3 clusters
  Score: Raw -6272598.869316 + Penalty 3520.349685 = -6269078.519630
  nChanged 65
		SP:Iteration 103Q (69367.900000 sec): 3 clusters
  Score: Raw -6272615.461904 + Penalty 3520.349685 = -6269095.112219
  nChanged 59
		SP:Iteration 104Q (69368.210000 sec): 3 clusters
  Score: Raw -6272629.564024 + Penalty 3520.349685 = -6269109.214339
  nChanged 50
		SP:Iteration 105Q (69368.560000 sec): 3 clusters
  Score: Raw -6272640.589847 + Penalty 3520.349685 = -6269120.240161
  nChanged 58
		SP:Iteration 106Q (69368.910000 sec): 3 clusters
  Score: Raw -6272658.180963 + Penalty 3520.349685 = -6269137.831278
  nChanged 58
		SP:Iteration 107Q (69369.250000 sec): 3 clusters
  Score: Raw -6272676.146868 + Penalty 3520.349685 = -6269155.797183
  nChanged 58
		SP:Iteration 108Q (69369.690000 sec): 3 clusters
  Score: Raw -6272694.330214 + Penalty 3520.349685 = -6269173.980529
  nChanged 68
		SP:Iteration 109Q (69370.120000 sec): 3 clusters
  Score: Raw -6272718.759177 + Penalty 3520.349685 = -6269198.409492
  nChanged 68
		SP:Iteration 110Q (69370.510000 sec): 3 clusters
  Score: Raw -6272746.391352 + Penalty 3520.349685 = -6269226.041667
  nChanged 60
		SP:Iteration 111Q (69370.930000 sec): 3 clusters
  Score: Raw -6272766.352071 + Penalty 3520.349685 = -6269246.002385
  nChanged 58
		SP:Iteration 112Q (69371.300000 sec): 3 clusters
  Score: Raw -6272785.666386 + Penalty 3520.349685 = -6269265.316701
  nChanged 56
		SP:Iteration 113Q (69371.700000 sec): 3 clusters
  Score: Raw -6272802.971825 + Penalty 3520.349685 = -6269282.622140
  nChanged 43
		SP:Iteration 114Q (69372.070000 sec): 3 clusters
  Score: Raw -6272814.588611 + Penalty 3520.349685 = -6269294.238925
  nChanged 30
		SP:Iteration 115Q (69372.390000 sec): 3 clusters
  Score: Raw -6272822.879177 + Penalty 3520.349685 = -6269302.529491
  nChanged 23
		SP:Iteration 116Q (69372.790000 sec): 3 clusters
  Score: Raw -6272829.338971 + Penalty 3520.349685 = -6269308.989286
  nChanged 22
		SP:Iteration 117Q (69373.160000 sec): 3 clusters
  Score: Raw -6272835.103924 + Penalty 3520.349685 = -6269314.754239
  nChanged 16
		SP:Iteration 118Q (69373.550000 sec): 3 clusters
  Score: Raw -6272838.500682 + Penalty 3520.349685 = -6269318.150997
  nChanged 13
		SP:Iteration 119Q (69373.960000 sec): 3 clusters
  Score: Raw -6272841.090703 + Penalty 3520.349685 = -6269320.741018
  nChanged 10
		SP:Iteration 120F (69374.360000 sec): 3 clusters
  Score: Raw -6272843.286786 + Penalty 3520.349685 = -6269322.937101
  nChanged 8
		SP:Iteration 121Q (69374.800000 sec): 3 clusters
  Score: Raw -6272845.238208 + Penalty 3520.349685 = -6269324.888522
  nChanged 9
		SP:Iteration 122Q (69375.200000 sec): 3 clusters
  Score: Raw -6272846.732588 + Penalty 3520.349685 = -6269326.382903
  nChanged 6
		SP:Iteration 123Q (69375.620000 sec): 3 clusters
  Score: Raw -6272848.169490 + Penalty 3520.349685 = -6269327.819804
  nChanged 4
		SP:Iteration 124Q (69376.010000 sec): 3 clusters
  Score: Raw -6272849.500185 + Penalty 3520.349685 = -6269329.150500
  nChanged 5
		SP:Iteration 125Q (69376.410000 sec): 3 clusters
  Score: Raw -6272850.034519 + Penalty 3520.349685 = -6269329.684834
  nChanged 1
		SP:Iteration 126Q (69376.780000 sec): 3 clusters
  Score: Raw -6272850.241755 + Penalty 3520.349685 = -6269329.892069
  nChanged 2
		SP:Iteration 127Q (69377.180000 sec): 3 clusters
  Score: Raw -6272850.669632 + Penalty 3520.349685 = -6269330.319947
  nChanged 2
		SP:Iteration 128Q (69377.580000 sec): 3 clusters
  Score: Raw -6272851.122639 + Penalty 3520.349685 = -6269330.772953
  nChanged 1
		SP:Iteration 129Q (69377.980000 sec): 3 clusters
  Score: Raw -6272851.219218 + Penalty 3520.349685 = -6269330.869532
  nChanged 0
		SP:Iteration 130F (69378.370000 sec): 3 clusters
  Score: Raw -6272851.219218 + Penalty 3520.349685 = -6269330.869532
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69378.500000 sec): 2 clusters
  Score: Raw -195226.909679 + Penalty 1208.354520 = -194018.555159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69378.680000 sec): 3 clusters
  Score: Raw -194596.319730 + Penalty 2416.709040 = -192179.610690
  nChanged 553
		SP:Iteration 1F (69378.860000 sec): 3 clusters
  Score: Raw -195081.125996 + Penalty 2416.709040 = -192664.416956
  nChanged 156
		SP:Iteration 2F (69379.020000 sec): 3 clusters
  Score: Raw -195232.676098 + Penalty 2416.709040 = -192815.967057
  nChanged 88
		SP:Iteration 3F (69379.190000 sec): 3 clusters
  Score: Raw -195307.583933 + Penalty 2416.709040 = -192890.874893
  nChanged 64
		SP:Iteration 4Q (69379.390000 sec): 3 clusters
  Score: Raw -195366.178950 + Penalty 2416.709040 = -192949.469909
  nChanged 56
		SP:Iteration 5Q (69379.570000 sec): 3 clusters
  Score: Raw -195406.885362 + Penalty 2416.709040 = -192990.176322
  nChanged 46
		SP:Iteration 6Q (69379.750000 sec): 3 clusters
  Score: Raw -195442.081029 + Penalty 2416.709040 = -193025.371988
  nChanged 40
		SP:Iteration 7Q (69379.950000 sec): 3 clusters
  Score: Raw -195477.998579 + Penalty 2416.709040 = -193061.289539
  nChanged 32
		SP:Iteration 8Q (69380.130000 sec): 3 clusters
  Score: Raw -195504.364995 + Penalty 2416.709040 = -193087.655955
  nChanged 26
		SP:Iteration 9Q (69380.270000 sec): 3 clusters
  Score: Raw -195523.863857 + Penalty 2416.709040 = -193107.154816
  nChanged 20
		SP:Iteration 10Q (69380.430000 sec): 3 clusters
  Score: Raw -195536.487702 + Penalty 2416.709040 = -193119.778661
  nChanged 14
		SP:Iteration 11Q (69380.610000 sec): 3 clusters
  Score: Raw -195548.158087 + Penalty 2416.709040 = -193131.449046
  nChanged 11
		SP:Iteration 12Q (69380.820000 sec): 3 clusters
  Score: Raw -195558.605024 + Penalty 2416.709040 = -193141.895983
  nChanged 14
		SP:Iteration 13Q (69380.970000 sec): 3 clusters
  Score: Raw -195567.733890 + Penalty 2416.709040 = -193151.024849
  nChanged 10
		SP:Iteration 14Q (69381.130000 sec): 3 clusters
  Score: Raw -195573.897574 + Penalty 2416.709040 = -193157.188533
  nChanged 7
		SP:Iteration 15Q (69381.280000 sec): 3 clusters
  Score: Raw -195577.206467 + Penalty 2416.709040 = -193160.497427
  nChanged 7
		SP:Iteration 16Q (69381.520000 sec): 3 clusters
  Score: Raw -195580.715586 + Penalty 2416.709040 = -193164.006546
  nChanged 4
		SP:Iteration 17Q (69381.700000 sec): 3 clusters
  Score: Raw -195583.411723 + Penalty 2416.709040 = -193166.702682
  nChanged 5
		SP:Iteration 18Q (69381.840000 sec): 3 clusters
  Score: Raw -195586.792341 + Penalty 2416.709040 = -193170.083301
  nChanged 9
		SP:Iteration 19Q (69382.040000 sec): 3 clusters
  Score: Raw -195592.236274 + Penalty 2416.709040 = -193175.527233
  nChanged 8
		SP:Iteration 20F (69382.220000 sec): 3 clusters
  Score: Raw -195597.436635 + Penalty 2416.709040 = -193180.727594
  nChanged 3
		SP:Iteration 21Q (69382.360000 sec): 3 clusters
  Score: Raw -195600.361266 + Penalty 2416.709040 = -193183.652226
  nChanged 4
		SP:Iteration 22Q (69382.510000 sec): 3 clusters
  Score: Raw -195603.295422 + Penalty 2416.709040 = -193186.586382
  nChanged 5
		SP:Iteration 23Q (69382.670000 sec): 3 clusters
  Score: Raw -195606.592774 + Penalty 2416.709040 = -193189.883734
  nChanged 1
		SP:Iteration 24Q (69382.830000 sec): 3 clusters
  Score: Raw -195606.855891 + Penalty 2416.709040 = -193190.146851
  nChanged 1
		SP:Iteration 25Q (69383.000000 sec): 3 clusters
  Score: Raw -195607.292483 + Penalty 2416.709040 = -193190.583443
  nChanged 1
		SP:Iteration 26Q (69383.170000 sec): 3 clusters
  Score: Raw -195607.653985 + Penalty 2416.709040 = -193190.944945
  nChanged 1
		SP:Iteration 27Q (69383.330000 sec): 3 clusters
  Score: Raw -195607.854947 + Penalty 2416.709040 = -193191.145906
  nChanged 0
		SP:Iteration 28F (69383.510000 sec): 3 clusters
  Score: Raw -195607.854947 + Penalty 2416.709040 = -193191.145906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (37215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69383.820000 sec): 2 clusters
  Score: Raw -4218444.688797 + Penalty 1710.225918 = -4216734.462880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69384.150000 sec): 3 clusters
  Score: Raw -4195151.572078 + Penalty 3420.451835 = -4191731.120243
  nChanged 17353
		SP:Iteration 1F (69384.520000 sec): 3 clusters
  Score: Raw -4206041.883170 + Penalty 3420.451835 = -4202621.431335
  nChanged 2586
		SP:Iteration 2F (69384.850000 sec): 3 clusters
  Score: Raw -4207913.719804 + Penalty 3420.451835 = -4204493.267969
  nChanged 2953
		SP:Iteration 3F (69385.190000 sec): 3 clusters
  Score: Raw -4210277.284099 + Penalty 3420.451835 = -4206856.832264
  nChanged 2986
		SP:Iteration 4F (69385.550000 sec): 3 clusters
  Score: Raw -4212504.648675 + Penalty 3420.451835 = -4209084.196840
  nChanged 2556
		SP:Iteration 5F (69385.850000 sec): 3 clusters
  Score: Raw -4214153.138644 + Penalty 3420.451835 = -4210732.686809
  nChanged 2058
		SP:Iteration 6F (69386.160000 sec): 3 clusters
  Score: Raw -4215305.671723 + Penalty 3420.451835 = -4211885.219888
  nChanged 1546
		SP:Iteration 7Q (69386.530000 sec): 3 clusters
  Score: Raw -4216053.879094 + Penalty 3420.451835 = -4212633.427259
  nChanged 1183
		SP:Iteration 8Q (69386.870000 sec): 3 clusters
  Score: Raw -4216592.085596 + Penalty 3420.451835 = -4213171.633761
  nChanged 928
		SP:Iteration 9Q (69387.220000 sec): 3 clusters
  Score: Raw -4216992.177236 + Penalty 3420.451835 = -4213571.725401
  nChanged 807
		SP:Iteration 10Q (69387.580000 sec): 3 clusters
  Score: Raw -4217304.843124 + Penalty 3420.451835 = -4213884.391288
  nChanged 694
		SP:Iteration 11Q (69387.930000 sec): 3 clusters
  Score: Raw -4217571.736229 + Penalty 3420.451835 = -4214151.284394
  nChanged 634
		SP:Iteration 12Q (69388.260000 sec): 3 clusters
  Score: Raw -4217820.155733 + Penalty 3420.451835 = -4214399.703898
  nChanged 595
		SP:Iteration 13Q (69388.630000 sec): 3 clusters
  Score: Raw -4218047.708963 + Penalty 3420.451835 = -4214627.257128
  nChanged 532
		SP:Iteration 14Q (69388.990000 sec): 3 clusters
  Score: Raw -4218245.004364 + Penalty 3420.451835 = -4214824.552529
  nChanged 519
		SP:Iteration 15Q (69389.340000 sec): 3 clusters
  Score: Raw -4218462.076126 + Penalty 3420.451835 = -4215041.624291
  nChanged 490
		SP:Iteration 16Q (69389.710000 sec): 3 clusters
  Score: Raw -4218672.755331 + Penalty 3420.451835 = -4215252.303496
  nChanged 442
		SP:Iteration 17Q (69390.080000 sec): 3 clusters
  Score: Raw -4218876.186749 + Penalty 3420.451835 = -4215455.734914
  nChanged 401
		SP:Iteration 18Q (69390.400000 sec): 3 clusters
  Score: Raw -4219076.937863 + Penalty 3420.451835 = -4215656.486028
  nChanged 365
		SP:Iteration 19Q (69390.740000 sec): 3 clusters
  Score: Raw -4219231.058524 + Penalty 3420.451835 = -4215810.606689
  nChanged 295
		SP:Iteration 20F (69391.110000 sec): 3 clusters
  Score: Raw -4219340.990997 + Penalty 3420.451835 = -4215920.539162
  nChanged 236
		SP:Iteration 21Q (69391.430000 sec): 3 clusters
  Score: Raw -4219418.011073 + Penalty 3420.451835 = -4215997.559238
  nChanged 172
		SP:Iteration 22Q (69391.810000 sec): 3 clusters
  Score: Raw -4219473.369157 + Penalty 3420.451835 = -4216052.917321
  nChanged 161
		SP:Iteration 23Q (69392.100000 sec): 3 clusters
  Score: Raw -4219524.700111 + Penalty 3420.451835 = -4216104.248276
  nChanged 146
		SP:Iteration 24Q (69392.460000 sec): 3 clusters
  Score: Raw -4219574.050811 + Penalty 3420.451835 = -4216153.598975
  nChanged 140
		SP:Iteration 25Q (69392.850000 sec): 3 clusters
  Score: Raw -4219617.621427 + Penalty 3420.451835 = -4216197.169592
  nChanged 122
		SP:Iteration 26Q (69393.210000 sec): 3 clusters
  Score: Raw -4219649.980113 + Penalty 3420.451835 = -4216229.528278
  nChanged 91
		SP:Iteration 27Q (69393.560000 sec): 3 clusters
  Score: Raw -4219678.290446 + Penalty 3420.451835 = -4216257.838611
  nChanged 87
		SP:Iteration 28Q (69393.900000 sec): 3 clusters
  Score: Raw -4219706.695879 + Penalty 3420.451835 = -4216286.244044
  nChanged 77
		SP:Iteration 29Q (69394.200000 sec): 3 clusters
  Score: Raw -4219735.607339 + Penalty 3420.451835 = -4216315.155504
  nChanged 71
		SP:Iteration 30Q (69394.540000 sec): 3 clusters
  Score: Raw -4219760.461325 + Penalty 3420.451835 = -4216340.009490
  nChanged 62
		SP:Iteration 31Q (69394.860000 sec): 3 clusters
  Score: Raw -4219786.086154 + Penalty 3420.451835 = -4216365.634319
  nChanged 69
		SP:Iteration 32Q (69395.230000 sec): 3 clusters
  Score: Raw -4219814.029045 + Penalty 3420.451835 = -4216393.577210
  nChanged 60
		SP:Iteration 33Q (69395.570000 sec): 3 clusters
  Score: Raw -4219832.368893 + Penalty 3420.451835 = -4216411.917058
  nChanged 49
		SP:Iteration 34Q (69395.920000 sec): 3 clusters
  Score: Raw -4219846.502459 + Penalty 3420.451835 = -4216426.050624
  nChanged 42
		SP:Iteration 35Q (69396.280000 sec): 3 clusters
  Score: Raw -4219855.274930 + Penalty 3420.451835 = -4216434.823095
  nChanged 24
		SP:Iteration 36Q (69396.600000 sec): 3 clusters
  Score: Raw -4219859.394308 + Penalty 3420.451835 = -4216438.942473
  nChanged 18
		SP:Iteration 37Q (69396.910000 sec): 3 clusters
  Score: Raw -4219863.104409 + Penalty 3420.451835 = -4216442.652574
  nChanged 19
		SP:Iteration 38Q (69397.280000 sec): 3 clusters
  Score: Raw -4219868.015001 + Penalty 3420.451835 = -4216447.563166
  nChanged 20
		SP:Iteration 39Q (69397.640000 sec): 3 clusters
  Score: Raw -4219872.345924 + Penalty 3420.451835 = -4216451.894089
  nChanged 18
		SP:Iteration 40F (69397.980000 sec): 3 clusters
  Score: Raw -4219876.268121 + Penalty 3420.451835 = -4216455.816286
  nChanged 13
		SP:Iteration 41Q (69398.340000 sec): 3 clusters
  Score: Raw -4219879.637003 + Penalty 3420.451835 = -4216459.185168
  nChanged 11
		SP:Iteration 42Q (69398.730000 sec): 3 clusters
  Score: Raw -4219881.629224 + Penalty 3420.451835 = -4216461.177389
  nChanged 9
		SP:Iteration 43Q (69399.040000 sec): 3 clusters
  Score: Raw -4219883.080662 + Penalty 3420.451835 = -4216462.628827
  nChanged 10
		SP:Iteration 44Q (69399.410000 sec): 3 clusters
  Score: Raw -4219885.265451 + Penalty 3420.451835 = -4216464.813616
  nChanged 11
		SP:Iteration 45Q (69399.720000 sec): 3 clusters
  Score: Raw -4219887.146964 + Penalty 3420.451835 = -4216466.695129
  nChanged 6
		SP:Iteration 46Q (69400.080000 sec): 3 clusters
  Score: Raw -4219887.787994 + Penalty 3420.451835 = -4216467.336159
  nChanged 3
		SP:Iteration 47Q (69400.420000 sec): 3 clusters
  Score: Raw -4219888.646302 + Penalty 3420.451835 = -4216468.194467
  nChanged 3
		SP:Iteration 48Q (69400.760000 sec): 3 clusters
  Score: Raw -4219889.618313 + Penalty 3420.451835 = -4216469.166478
  nChanged 4
		SP:Iteration 49Q (69401.090000 sec): 3 clusters
  Score: Raw -4219890.060038 + Penalty 3420.451835 = -4216469.608203
  nChanged 1
		SP:Iteration 50Q (69401.410000 sec): 3 clusters
  Score: Raw -4219890.086597 + Penalty 3420.451835 = -4216469.634762
  nChanged 0
		SP:Iteration 51F (69401.760000 sec): 3 clusters
  Score: Raw -4219890.086597 + Penalty 3420.451835 = -4216469.634762
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69401.930000 sec): 2 clusters
  Score: Raw -866068.487032 + Penalty 1438.418566 = -864630.068466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69402.100000 sec): 3 clusters
  Score: Raw -862338.668982 + Penalty 2876.837132 = -859461.831851
  nChanged 2851
		SP:Iteration 1F (69402.310000 sec): 3 clusters
  Score: Raw -863938.553209 + Penalty 2876.837132 = -861061.716078
  nChanged 499
		SP:Iteration 2F (69402.530000 sec): 3 clusters
  Score: Raw -864232.460340 + Penalty 2876.837132 = -861355.623209
  nChanged 436
		SP:Iteration 3F (69402.730000 sec): 3 clusters
  Score: Raw -864485.740648 + Penalty 2876.837132 = -861608.903517
  nChanged 386
		SP:Iteration 4F (69402.910000 sec): 3 clusters
  Score: Raw -864760.133937 + Penalty 2876.837132 = -861883.296806
  nChanged 374
		SP:Iteration 5F (69403.120000 sec): 3 clusters
  Score: Raw -864992.329993 + Penalty 2876.837132 = -862115.492862
  nChanged 312
		SP:Iteration 6Q (69403.370000 sec): 3 clusters
  Score: Raw -865211.229873 + Penalty 2876.837132 = -862334.392741
  nChanged 275
		SP:Iteration 7Q (69403.570000 sec): 3 clusters
  Score: Raw -865411.415438 + Penalty 2876.837132 = -862534.578307
  nChanged 243
		SP:Iteration 8Q (69403.780000 sec): 3 clusters
  Score: Raw -865572.667096 + Penalty 2876.837132 = -862695.829964
  nChanged 207
		SP:Iteration 9Q (69403.960000 sec): 3 clusters
  Score: Raw -865727.922001 + Penalty 2876.837132 = -862851.084870
  nChanged 191
		SP:Iteration 10Q (69404.180000 sec): 3 clusters
  Score: Raw -865853.427158 + Penalty 2876.837132 = -862976.590026
  nChanged 149
		SP:Iteration 11Q (69404.370000 sec): 3 clusters
  Score: Raw -865949.325622 + Penalty 2876.837132 = -863072.488491
  nChanged 127
		SP:Iteration 12Q (69404.560000 sec): 3 clusters
  Score: Raw -866036.003732 + Penalty 2876.837132 = -863159.166600
  nChanged 107
		SP:Iteration 13Q (69404.780000 sec): 3 clusters
  Score: Raw -866109.889134 + Penalty 2876.837132 = -863233.052003
  nChanged 84
		SP:Iteration 14Q (69404.980000 sec): 3 clusters
  Score: Raw -866154.644498 + Penalty 2876.837132 = -863277.807366
  nChanged 68
		SP:Iteration 15Q (69405.120000 sec): 3 clusters
  Score: Raw -866188.843269 + Penalty 2876.837132 = -863312.006137
  nChanged 66
		SP:Iteration 16Q (69405.300000 sec): 3 clusters
  Score: Raw -866219.465075 + Penalty 2876.837132 = -863342.627943
  nChanged 51
		SP:Iteration 17Q (69405.530000 sec): 3 clusters
  Score: Raw -866246.319314 + Penalty 2876.837132 = -863369.482182
  nChanged 47
		SP:Iteration 18Q (69405.740000 sec): 3 clusters
  Score: Raw -866275.104729 + Penalty 2876.837132 = -863398.267597
  nChanged 46
		SP:Iteration 19Q (69405.930000 sec): 3 clusters
  Score: Raw -866306.692261 + Penalty 2876.837132 = -863429.855130
  nChanged 37
		SP:Iteration 20F (69406.130000 sec): 3 clusters
  Score: Raw -866330.117608 + Penalty 2876.837132 = -863453.280476
  nChanged 25
		SP:Iteration 21Q (69406.350000 sec): 3 clusters
  Score: Raw -866342.985208 + Penalty 2876.837132 = -863466.148077
  nChanged 19
		SP:Iteration 22Q (69406.520000 sec): 3 clusters
  Score: Raw -866355.712542 + Penalty 2876.837132 = -863478.875411
  nChanged 21
		SP:Iteration 23Q (69406.720000 sec): 3 clusters
  Score: Raw -866369.861143 + Penalty 2876.837132 = -863493.024011
  nChanged 15
		SP:Iteration 24Q (69406.930000 sec): 3 clusters
  Score: Raw -866376.467723 + Penalty 2876.837132 = -863499.630592
  nChanged 9
		SP:Iteration 25Q (69407.110000 sec): 3 clusters
  Score: Raw -866381.483195 + Penalty 2876.837132 = -863504.646064
  nChanged 9
		SP:Iteration 26Q (69407.330000 sec): 3 clusters
  Score: Raw -866387.670013 + Penalty 2876.837132 = -863510.832881
  nChanged 8
		SP:Iteration 27Q (69407.520000 sec): 3 clusters
  Score: Raw -866392.449594 + Penalty 2876.837132 = -863515.612462
  nChanged 6
		SP:Iteration 28Q (69407.720000 sec): 3 clusters
  Score: Raw -866398.245200 + Penalty 2876.837132 = -863521.408069
  nChanged 11
		SP:Iteration 29Q (69407.910000 sec): 3 clusters
  Score: Raw -866408.533711 + Penalty 2876.837132 = -863531.696580
  nChanged 11
		SP:Iteration 30Q (69408.090000 sec): 3 clusters
  Score: Raw -866419.842524 + Penalty 2876.837132 = -863543.005392
  nChanged 14
		SP:Iteration 31Q (69408.280000 sec): 3 clusters
  Score: Raw -866431.368721 + Penalty 2876.837132 = -863554.531590
  nChanged 9
		SP:Iteration 32Q (69408.470000 sec): 3 clusters
  Score: Raw -866439.314614 + Penalty 2876.837132 = -863562.477482
  nChanged 11
		SP:Iteration 33Q (69408.660000 sec): 3 clusters
  Score: Raw -866447.440423 + Penalty 2876.837132 = -863570.603291
  nChanged 5
		SP:Iteration 34Q (69408.860000 sec): 3 clusters
  Score: Raw -866450.574675 + Penalty 2876.837132 = -863573.737543
  nChanged 3
		SP:Iteration 35Q (69409.090000 sec): 3 clusters
  Score: Raw -866451.995305 + Penalty 2876.837132 = -863575.158173
  nChanged 4
		SP:Iteration 36Q (69409.280000 sec): 3 clusters
  Score: Raw -866454.836468 + Penalty 2876.837132 = -863577.999337
  nChanged 2
		SP:Iteration 37Q (69409.470000 sec): 3 clusters
  Score: Raw -866456.050011 + Penalty 2876.837132 = -863579.212880
  nChanged 3
		SP:Iteration 38Q (69409.650000 sec): 3 clusters
  Score: Raw -866458.317258 + Penalty 2876.837132 = -863581.480127
  nChanged 3
		SP:Iteration 39Q (69409.860000 sec): 3 clusters
  Score: Raw -866460.868374 + Penalty 2876.837132 = -863584.031243
  nChanged 3
		SP:Iteration 40F (69410.020000 sec): 3 clusters
  Score: Raw -866463.138160 + Penalty 2876.837132 = -863586.301029
  nChanged 3
		SP:Iteration 41Q (69410.240000 sec): 3 clusters
  Score: Raw -866464.880254 + Penalty 2876.837132 = -863588.043122
  nChanged 0
		SP:Iteration 42F (69410.440000 sec): 3 clusters
  Score: Raw -866464.880254 + Penalty 2876.837132 = -863588.043122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69410.540000 sec): 2 clusters
  Score: Raw -173840.690466 + Penalty 1197.355199 = -172643.335267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69410.690000 sec): 3 clusters
  Score: Raw -173355.186575 + Penalty 2394.710398 = -170960.476177
  nChanged 523
		SP:Iteration 1F (69410.840000 sec): 3 clusters
  Score: Raw -174031.094515 + Penalty 2394.710398 = -171636.384117
  nChanged 177
		SP:Iteration 2F (69410.990000 sec): 3 clusters
  Score: Raw -174363.719858 + Penalty 2394.710398 = -171969.009460
  nChanged 123
		SP:Iteration 3F (69411.170000 sec): 3 clusters
  Score: Raw -174574.116096 + Penalty 2394.710398 = -172179.405698
  nChanged 72
		SP:Iteration 4Q (69411.350000 sec): 3 clusters
  Score: Raw -174661.236673 + Penalty 2394.710398 = -172266.526275
  nChanged 46
		SP:Iteration 5Q (69411.510000 sec): 3 clusters
  Score: Raw -174708.826843 + Penalty 2394.710398 = -172314.116445
  nChanged 29
		SP:Iteration 6Q (69411.670000 sec): 3 clusters
  Score: Raw -174736.483364 + Penalty 2394.710398 = -172341.772966
  nChanged 18
		SP:Iteration 7Q (69411.890000 sec): 3 clusters
  Score: Raw -174751.638910 + Penalty 2394.710398 = -172356.928512
  nChanged 6
		SP:Iteration 8Q (69412.020000 sec): 3 clusters
  Score: Raw -174757.847304 + Penalty 2394.710398 = -172363.136906
  nChanged 9
		SP:Iteration 9Q (69412.240000 sec): 3 clusters
  Score: Raw -174766.421224 + Penalty 2394.710398 = -172371.710826
  nChanged 9
		SP:Iteration 10Q (69412.380000 sec): 3 clusters
  Score: Raw -174770.931515 + Penalty 2394.710398 = -172376.221117
  nChanged 6
		SP:Iteration 11Q (69412.560000 sec): 3 clusters
  Score: Raw -174773.108091 + Penalty 2394.710398 = -172378.397693
  nChanged 5
		SP:Iteration 12Q (69412.690000 sec): 3 clusters
  Score: Raw -174775.732550 + Penalty 2394.710398 = -172381.022152
  nChanged 0
		SP:Iteration 13F (69412.910000 sec): 3 clusters
  Score: Raw -174775.732550 + Penalty 2394.710398 = -172381.022152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (109202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69413.610000 sec): 2 clusters
  Score: Raw -13310172.770734 + Penalty 1885.155132 = -13308287.615603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69414.320000 sec): 3 clusters
  Score: Raw -13238649.119490 + Penalty 3770.310264 = -13234878.809226
  nChanged 52339
		SP:Iteration 1F (69415.010000 sec): 3 clusters
  Score: Raw -13268966.179251 + Penalty 3770.310264 = -13265195.868987
  nChanged 2885
		SP:Iteration 2Q (69415.760000 sec): 3 clusters
  Score: Raw -13269501.346699 + Penalty 3770.310264 = -13265731.036436
  nChanged 2943
		SP:Iteration 3Q (69416.420000 sec): 3 clusters
  Score: Raw -13270122.355104 + Penalty 3770.310264 = -13266352.044841
  nChanged 3245
		SP:Iteration 4Q (69417.160000 sec): 3 clusters
  Score: Raw -13270875.610087 + Penalty 3770.310264 = -13267105.299824
  nChanged 3601
		SP:Iteration 5Q (69417.900000 sec): 3 clusters
  Score: Raw -13271882.751077 + Penalty 3770.310264 = -13268112.440813
  nChanged 4260
		SP:Iteration 6Q (69418.600000 sec): 3 clusters
  Score: Raw -13273352.982066 + Penalty 3770.310264 = -13269582.671803
  nChanged 5158
		SP:Iteration 7Q (69419.320000 sec): 3 clusters
  Score: Raw -13275691.691349 + Penalty 3770.310264 = -13271921.381085
  nChanged 6500
		SP:Iteration 8F (69420.050000 sec): 3 clusters
  Score: Raw -13279381.302256 + Penalty 3770.310264 = -13275610.991993
  nChanged 7636
		SP:Iteration 9F (69420.800000 sec): 3 clusters
  Score: Raw -13284603.800603 + Penalty 3770.310264 = -13280833.490339
  nChanged 8194
		SP:Iteration 10F (69421.560000 sec): 3 clusters
  Score: Raw -13290986.633579 + Penalty 3770.310264 = -13287216.323315
  nChanged 7776
		SP:Iteration 11F (69422.310000 sec): 3 clusters
  Score: Raw -13297456.729314 + Penalty 3770.310264 = -13293686.419050
  nChanged 6128
		SP:Iteration 12F (69422.990000 sec): 3 clusters
  Score: Raw -13302657.717928 + Penalty 3770.310264 = -13298887.407664
  nChanged 4213
		SP:Iteration 13Q (69423.720000 sec): 3 clusters
  Score: Raw -13306024.845389 + Penalty 3770.310264 = -13302254.535125
  nChanged 2546
		SP:Iteration 14Q (69424.460000 sec): 3 clusters
  Score: Raw -13307958.423534 + Penalty 3770.310264 = -13304188.113270
  nChanged 1535
		SP:Iteration 15Q (69425.180000 sec): 3 clusters
  Score: Raw -13309083.209972 + Penalty 3770.310264 = -13305312.899708
  nChanged 873
		SP:Iteration 16Q (69425.870000 sec): 3 clusters
  Score: Raw -13309750.470831 + Penalty 3770.310264 = -13305980.160567
  nChanged 500
		SP:Iteration 17Q (69426.590000 sec): 3 clusters
  Score: Raw -13310162.359245 + Penalty 3770.310264 = -13306392.048981
  nChanged 303
		SP:Iteration 18Q (69427.310000 sec): 3 clusters
  Score: Raw -13310363.462319 + Penalty 3770.310264 = -13306593.152056
  nChanged 182
		SP:Iteration 19Q (69428.030000 sec): 3 clusters
  Score: Raw -13310455.562578 + Penalty 3770.310264 = -13306685.252315
  nChanged 130
		SP:Iteration 20F (69428.770000 sec): 3 clusters
  Score: Raw -13310518.576131 + Penalty 3770.310264 = -13306748.265868
  nChanged 91
		SP:Iteration 21Q (69429.430000 sec): 3 clusters
  Score: Raw -13310559.406815 + Penalty 3770.310264 = -13306789.096552
  nChanged 68
		SP:Iteration 22Q (69430.030000 sec): 3 clusters
  Score: Raw -13310587.935951 + Penalty 3770.310264 = -13306817.625687
  nChanged 48
		SP:Iteration 23Q (69430.630000 sec): 3 clusters
  Score: Raw -13310606.009890 + Penalty 3770.310264 = -13306835.699626
  nChanged 40
		SP:Iteration 24Q (69431.280000 sec): 3 clusters
  Score: Raw -13310622.427046 + Penalty 3770.310264 = -13306852.116783
  nChanged 38
		SP:Iteration 25Q (69431.920000 sec): 3 clusters
  Score: Raw -13310636.543789 + Penalty 3770.310264 = -13306866.233526
  nChanged 29
		SP:Iteration 26Q (69432.510000 sec): 3 clusters
  Score: Raw -13310646.024684 + Penalty 3770.310264 = -13306875.714420
  nChanged 20
		SP:Iteration 27Q (69433.090000 sec): 3 clusters
  Score: Raw -13310651.469805 + Penalty 3770.310264 = -13306881.159541
  nChanged 12
		SP:Iteration 28Q (69433.640000 sec): 3 clusters
  Score: Raw -13310654.751548 + Penalty 3770.310264 = -13306884.441284
  nChanged 7
		SP:Iteration 29Q (69434.230000 sec): 3 clusters
  Score: Raw -13310656.174147 + Penalty 3770.310264 = -13306885.863883
  nChanged 5
		SP:Iteration 30Q (69434.830000 sec): 3 clusters
  Score: Raw -13310657.572470 + Penalty 3770.310264 = -13306887.262207
  nChanged 4
		SP:Iteration 31Q (69435.420000 sec): 3 clusters
  Score: Raw -13310658.769541 + Penalty 3770.310264 = -13306888.459278
  nChanged 4
		SP:Iteration 32Q (69436.090000 sec): 3 clusters
  Score: Raw -13310659.907456 + Penalty 3770.310264 = -13306889.597192
  nChanged 6
		SP:Iteration 33Q (69436.750000 sec): 3 clusters
  Score: Raw -13310661.632247 + Penalty 3770.310264 = -13306891.321983
  nChanged 9
		SP:Iteration 34Q (69437.440000 sec): 3 clusters
  Score: Raw -13310664.242364 + Penalty 3770.310264 = -13306893.932101
  nChanged 4
		SP:Iteration 35Q (69438.050000 sec): 3 clusters
  Score: Raw -13310666.463048 + Penalty 3770.310264 = -13306896.152785
  nChanged 6
		SP:Iteration 36Q (69438.660000 sec): 3 clusters
  Score: Raw -13310668.475935 + Penalty 3770.310264 = -13306898.165671
  nChanged 7
		SP:Iteration 37Q (69439.290000 sec): 3 clusters
  Score: Raw -13310670.149532 + Penalty 3770.310264 = -13306899.839269
  nChanged 7
		SP:Iteration 38Q (69439.930000 sec): 3 clusters
  Score: Raw -13310672.173796 + Penalty 3770.310264 = -13306901.863532
  nChanged 5
		SP:Iteration 39Q (69440.620000 sec): 3 clusters
  Score: Raw -13310673.365741 + Penalty 3770.310264 = -13306903.055477
  nChanged 5
		SP:Iteration 40F (69441.280000 sec): 3 clusters
  Score: Raw -13310673.955003 + Penalty 3770.310264 = -13306903.644739
  nChanged 1
		SP:Iteration 41Q (69441.990000 sec): 3 clusters
  Score: Raw -13310674.307868 + Penalty 3770.310264 = -13306903.997604
  nChanged 0
		SP:Iteration 42F (69442.730000 sec): 3 clusters
  Score: Raw -13310674.307868 + Penalty 3770.310264 = -13306903.997604
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 48 (2004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69442.910000 sec): 2 clusters
  Score: Raw -264190.539544 + Penalty 1235.471325 = -262955.068219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69443.110000 sec): 3 clusters
  Score: Raw -263318.143078 + Penalty 2470.942650 = -260847.200428
  nChanged 709
		SP:Iteration 1F (69443.240000 sec): 3 clusters
  Score: Raw -263785.454232 + Penalty 2470.942650 = -261314.511582
  nChanged 149
		SP:Iteration 2F (69443.430000 sec): 3 clusters
  Score: Raw -263902.684091 + Penalty 2470.942650 = -261431.741441
  nChanged 107
		SP:Iteration 3F (69443.580000 sec): 3 clusters
  Score: Raw -263988.518891 + Penalty 2470.942650 = -261517.576240
  nChanged 88
		SP:Iteration 4Q (69443.760000 sec): 3 clusters
  Score: Raw -264060.365569 + Penalty 2470.942650 = -261589.422919
  nChanged 64
		SP:Iteration 5Q (69443.940000 sec): 3 clusters
  Score: Raw -264106.812814 + Penalty 2470.942650 = -261635.870164
  nChanged 49
		SP:Iteration 6Q (69444.130000 sec): 3 clusters
  Score: Raw -264138.698859 + Penalty 2470.942650 = -261667.756209
  nChanged 39
		SP:Iteration 7Q (69444.290000 sec): 3 clusters
  Score: Raw -264169.751321 + Penalty 2470.942650 = -261698.808671
  nChanged 37
		SP:Iteration 8Q (69444.440000 sec): 3 clusters
  Score: Raw -264204.462814 + Penalty 2470.942650 = -261733.520164
  nChanged 52
		SP:Iteration 9Q (69444.600000 sec): 3 clusters
  Score: Raw -264250.390996 + Penalty 2470.942650 = -261779.448346
  nChanged 49
		SP:Iteration 10Q (69444.800000 sec): 3 clusters
  Score: Raw -264297.785925 + Penalty 2470.942650 = -261826.843275
  nChanged 59
		SP:Iteration 11Q (69444.990000 sec): 3 clusters
  Score: Raw -264364.442851 + Penalty 2470.942650 = -261893.500201
  nChanged 64
		SP:Iteration 12Q (69445.160000 sec): 3 clusters
  Score: Raw -264436.090694 + Penalty 2470.942650 = -261965.148043
  nChanged 66
		SP:Iteration 13Q (69445.330000 sec): 3 clusters
  Score: Raw -264521.515024 + Penalty 2470.942650 = -262050.572374
  nChanged 59
		SP:Iteration 14Q (69445.530000 sec): 3 clusters
  Score: Raw -264598.389909 + Penalty 2470.942650 = -262127.447259
  nChanged 51
		SP:Iteration 15Q (69445.690000 sec): 3 clusters
  Score: Raw -264663.953947 + Penalty 2470.942650 = -262193.011297
  nChanged 39
		SP:Iteration 16Q (69445.900000 sec): 3 clusters
  Score: Raw -264711.615631 + Penalty 2470.942650 = -262240.672980
  nChanged 33
		SP:Iteration 17Q (69446.080000 sec): 3 clusters
  Score: Raw -264765.387148 + Penalty 2470.942650 = -262294.444497
  nChanged 30
		SP:Iteration 18Q (69446.230000 sec): 3 clusters
  Score: Raw -264834.798395 + Penalty 2470.942650 = -262363.855745
  nChanged 20
		SP:Iteration 19Q (69446.390000 sec): 3 clusters
  Score: Raw -264891.046566 + Penalty 2470.942650 = -262420.103916
  nChanged 12
		SP:Iteration 20F (69446.560000 sec): 3 clusters
  Score: Raw -264911.846063 + Penalty 2470.942650 = -262440.903413
  nChanged 8
		SP:Iteration 21Q (69446.780000 sec): 3 clusters
  Score: Raw -264924.231005 + Penalty 2470.942650 = -262453.288354
  nChanged 4
		SP:Iteration 22Q (69446.960000 sec): 3 clusters
  Score: Raw -264929.164551 + Penalty 2470.942650 = -262458.221901
  nChanged 2
		SP:Iteration 23Q (69447.110000 sec): 3 clusters
  Score: Raw -264930.814736 + Penalty 2470.942650 = -262459.872085
  nChanged 1
		SP:Iteration 24Q (69447.270000 sec): 3 clusters
  Score: Raw -264931.433459 + Penalty 2470.942650 = -262460.490809
  nChanged 0
		SP:Iteration 25F (69447.470000 sec): 3 clusters
  Score: Raw -264931.433459 + Penalty 2470.942650 = -262460.490809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (1632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69447.560000 sec): 2 clusters
  Score: Raw -183861.625477 + Penalty 1202.103750 = -182659.521728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69447.750000 sec): 3 clusters
  Score: Raw -183255.423121 + Penalty 2404.207499 = -180851.215622
  nChanged 548
		SP:Iteration 1F (69447.920000 sec): 3 clusters
  Score: Raw -183741.964994 + Penalty 2404.207499 = -181337.757494
  nChanged 167
		SP:Iteration 2F (69448.080000 sec): 3 clusters
  Score: Raw -183974.765425 + Penalty 2404.207499 = -181570.557926
  nChanged 146
		SP:Iteration 3F (69448.310000 sec): 3 clusters
  Score: Raw -184235.663102 + Penalty 2404.207499 = -181831.455603
  nChanged 125
		SP:Iteration 4F (69448.470000 sec): 3 clusters
  Score: Raw -184514.641773 + Penalty 2404.207499 = -182110.434274
  nChanged 116
		SP:Iteration 5F (69448.650000 sec): 3 clusters
  Score: Raw -184754.047381 + Penalty 2404.207499 = -182349.839882
  nChanged 74
		SP:Iteration 6Q (69448.830000 sec): 3 clusters
  Score: Raw -184890.595591 + Penalty 2404.207499 = -182486.388092
  nChanged 46
		SP:Iteration 7Q (69449.010000 sec): 3 clusters
  Score: Raw -184960.078615 + Penalty 2404.207499 = -182555.871115
  nChanged 38
		SP:Iteration 8Q (69449.180000 sec): 3 clusters
  Score: Raw -185017.833702 + Penalty 2404.207499 = -182613.626203
  nChanged 23
		SP:Iteration 9Q (69449.350000 sec): 3 clusters
  Score: Raw -185044.252079 + Penalty 2404.207499 = -182640.044580
  nChanged 11
		SP:Iteration 10Q (69449.520000 sec): 3 clusters
  Score: Raw -185052.219967 + Penalty 2404.207499 = -182648.012468
  nChanged 3
		SP:Iteration 11Q (69449.680000 sec): 3 clusters
  Score: Raw -185054.467116 + Penalty 2404.207499 = -182650.259617
  nChanged 2
		SP:Iteration 12Q (69449.860000 sec): 3 clusters
  Score: Raw -185055.211591 + Penalty 2404.207499 = -182651.004092
  nChanged 1
		SP:Iteration 13Q (69450.020000 sec): 3 clusters
  Score: Raw -185059.625370 + Penalty 2404.207499 = -182655.417871
  nChanged 1
		SP:Iteration 14Q (69450.220000 sec): 3 clusters
  Score: Raw -185065.302635 + Penalty 2404.207499 = -182661.095136
  nChanged 4
		SP:Iteration 15Q (69450.390000 sec): 3 clusters
  Score: Raw -185068.478384 + Penalty 2404.207499 = -182664.270885
  nChanged 0
		SP:Iteration 16F (69450.590000 sec): 3 clusters
  Score: Raw -185069.001250 + Penalty 2404.207499 = -182664.793751
  nChanged 1
		SP:Iteration 17Q (69450.790000 sec): 3 clusters
  Score: Raw -185070.879212 + Penalty 2404.207499 = -182666.671713
  nChanged 1
		SP:Iteration 18Q (69450.970000 sec): 3 clusters
  Score: Raw -185071.173280 + Penalty 2404.207499 = -182666.965781
  nChanged 0
		SP:Iteration 19F (69451.140000 sec): 3 clusters
  Score: Raw -185071.173280 + Penalty 2404.207499 = -182666.965781
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (10350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69451.290000 sec): 2 clusters
  Score: Raw -1230863.603021 + Penalty 1502.270542 = -1229361.332479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69451.500000 sec): 3 clusters
  Score: Raw -1224918.454956 + Penalty 3004.541085 = -1221913.913871
  nChanged 4491
		SP:Iteration 1F (69451.730000 sec): 3 clusters
  Score: Raw -1227510.204009 + Penalty 3004.541085 = -1224505.662924
  nChanged 745
		SP:Iteration 2F (69451.980000 sec): 3 clusters
  Score: Raw -1227967.968600 + Penalty 3004.541085 = -1224963.427515
  nChanged 722
		SP:Iteration 3F (69452.150000 sec): 3 clusters
  Score: Raw -1228456.779686 + Penalty 3004.541085 = -1225452.238602
  nChanged 700
		SP:Iteration 4F (69452.370000 sec): 3 clusters
  Score: Raw -1228915.860257 + Penalty 3004.541085 = -1225911.319173
  nChanged 609
		SP:Iteration 5F (69452.620000 sec): 3 clusters
  Score: Raw -1229324.321873 + Penalty 3004.541085 = -1226319.780788
  nChanged 553
		SP:Iteration 6F (69452.820000 sec): 3 clusters
  Score: Raw -1229669.268015 + Penalty 3004.541085 = -1226664.726930
  nChanged 459
		SP:Iteration 7Q (69453.030000 sec): 3 clusters
  Score: Raw -1229930.090700 + Penalty 3004.541085 = -1226925.549615
  nChanged 393
		SP:Iteration 8Q (69453.260000 sec): 3 clusters
  Score: Raw -1230155.813285 + Penalty 3004.541085 = -1227151.272201
  nChanged 354
		SP:Iteration 9Q (69453.470000 sec): 3 clusters
  Score: Raw -1230381.159791 + Penalty 3004.541085 = -1227376.618707
  nChanged 323
		SP:Iteration 10Q (69453.710000 sec): 3 clusters
  Score: Raw -1230641.470163 + Penalty 3004.541085 = -1227636.929079
  nChanged 357
		SP:Iteration 11Q (69453.910000 sec): 3 clusters
  Score: Raw -1230943.327546 + Penalty 3004.541085 = -1227938.786462
  nChanged 365
		SP:Iteration 12Q (69454.150000 sec): 3 clusters
  Score: Raw -1231205.025453 + Penalty 3004.541085 = -1228200.484368
  nChanged 306
		SP:Iteration 13Q (69454.390000 sec): 3 clusters
  Score: Raw -1231376.169466 + Penalty 3004.541085 = -1228371.628381
  nChanged 245
		SP:Iteration 14Q (69454.620000 sec): 3 clusters
  Score: Raw -1231496.767258 + Penalty 3004.541085 = -1228492.226173
  nChanged 173
		SP:Iteration 15Q (69454.840000 sec): 3 clusters
  Score: Raw -1231565.879000 + Penalty 3004.541085 = -1228561.337916
  nChanged 121
		SP:Iteration 16Q (69455.030000 sec): 3 clusters
  Score: Raw -1231600.915876 + Penalty 3004.541085 = -1228596.374791
  nChanged 90
		SP:Iteration 17Q (69455.250000 sec): 3 clusters
  Score: Raw -1231622.677890 + Penalty 3004.541085 = -1228618.136806
  nChanged 73
		SP:Iteration 18Q (69455.440000 sec): 3 clusters
  Score: Raw -1231639.072685 + Penalty 3004.541085 = -1228634.531601
  nChanged 64
		SP:Iteration 19Q (69455.680000 sec): 3 clusters
  Score: Raw -1231652.445835 + Penalty 3004.541085 = -1228647.904750
  nChanged 52
		SP:Iteration 20F (69455.870000 sec): 3 clusters
  Score: Raw -1231661.437716 + Penalty 3004.541085 = -1228656.896631
  nChanged 44
		SP:Iteration 21Q (69456.100000 sec): 3 clusters
  Score: Raw -1231667.512010 + Penalty 3004.541085 = -1228662.970925
  nChanged 34
		SP:Iteration 22Q (69456.310000 sec): 3 clusters
  Score: Raw -1231672.245048 + Penalty 3004.541085 = -1228667.703963
  nChanged 25
		SP:Iteration 23Q (69456.530000 sec): 3 clusters
  Score: Raw -1231675.351787 + Penalty 3004.541085 = -1228670.810703
  nChanged 29
		SP:Iteration 24Q (69456.730000 sec): 3 clusters
  Score: Raw -1231679.084014 + Penalty 3004.541085 = -1228674.542929
  nChanged 16
		SP:Iteration 25Q (69456.950000 sec): 3 clusters
  Score: Raw -1231681.164286 + Penalty 3004.541085 = -1228676.623201
  nChanged 16
		SP:Iteration 26Q (69457.160000 sec): 3 clusters
  Score: Raw -1231683.154768 + Penalty 3004.541085 = -1228678.613684
  nChanged 12
		SP:Iteration 27Q (69457.400000 sec): 3 clusters
  Score: Raw -1231684.318240 + Penalty 3004.541085 = -1228679.777156
  nChanged 7
		SP:Iteration 28Q (69457.570000 sec): 3 clusters
  Score: Raw -1231684.932129 + Penalty 3004.541085 = -1228680.391044
  nChanged 2
		SP:Iteration 29Q (69457.800000 sec): 3 clusters
  Score: Raw -1231685.005494 + Penalty 3004.541085 = -1228680.464409
  nChanged 0
		SP:Iteration 30F (69458.020000 sec): 3 clusters
  Score: Raw -1231685.005494 + Penalty 3004.541085 = -1228680.464409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69458.090000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69458.270000 sec): 3 clusters
  Score: Raw -60207.268413 + Penalty 2041.128648 = -58166.139765
  nChanged 119
		SP:Iteration 1F (69458.460000 sec): 3 clusters
  Score: Raw -60379.458692 + Penalty 2041.128648 = -58338.330044
  nChanged 35
		SP:Iteration 2F (69458.590000 sec): 3 clusters
  Score: Raw -60450.389431 + Penalty 2041.128648 = -58409.260783
  nChanged 25
		SP:Iteration 3Q (69458.740000 sec): 3 clusters
  Score: Raw -60489.129938 + Penalty 2041.128648 = -58448.001291
  nChanged 23
		SP:Iteration 4Q (69458.920000 sec): 3 clusters
  Score: Raw -60541.242138 + Penalty 2041.128648 = -58500.113491
  nChanged 16
		SP:Iteration 5Q (69459.090000 sec): 3 clusters
  Score: Raw -60565.205128 + Penalty 2041.128648 = -58524.076481
  nChanged 11
		SP:Iteration 6Q (69459.270000 sec): 3 clusters
  Score: Raw -60584.637198 + Penalty 2041.128648 = -58543.508551
  nChanged 10
		SP:Iteration 7Q (69459.460000 sec): 3 clusters
  Score: Raw -60632.807485 + Penalty 2041.128648 = -58591.678837
  nChanged 8
		SP:Iteration 8Q (69459.640000 sec): 3 clusters
  Score: Raw -60643.505382 + Penalty 2041.128648 = -58602.376735
  nChanged 4
		SP:Iteration 9Q (69459.780000 sec): 3 clusters
  Score: Raw -60649.258500 + Penalty 2041.128648 = -58608.129852
  nChanged 3
		SP:Iteration 10Q (69459.980000 sec): 3 clusters
  Score: Raw -60655.163896 + Penalty 2041.128648 = -58614.035248
  nChanged 2
		SP:Iteration 11Q (69460.170000 sec): 3 clusters
  Score: Raw -60658.320112 + Penalty 2041.128648 = -58617.191465
  nChanged 0
		SP:Iteration 12F (69460.300000 sec): 3 clusters
  Score: Raw -60658.320112 + Penalty 2041.128648 = -58617.191465
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69460.430000 sec): 2 clusters
  Score: Raw -102602.544328 + Penalty 1108.429964 = -101494.114364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69460.580000 sec): 3 clusters
  Score: Raw -102351.964127 + Penalty 2216.859928 = -100135.104199
  nChanged 274
		SP:Iteration 1F (69460.770000 sec): 3 clusters
  Score: Raw -102695.562944 + Penalty 2216.859928 = -100478.703016
  nChanged 96
		SP:Iteration 2F (69460.970000 sec): 3 clusters
  Score: Raw -102959.830916 + Penalty 2216.859928 = -100742.970988
  nChanged 80
		SP:Iteration 3F (69461.140000 sec): 3 clusters
  Score: Raw -103348.085541 + Penalty 2216.859928 = -101131.225613
  nChanged 77
		SP:Iteration 4F (69461.300000 sec): 3 clusters
  Score: Raw -103696.510864 + Penalty 2216.859928 = -101479.650935
  nChanged 55
		SP:Iteration 5F (69461.500000 sec): 3 clusters
  Score: Raw -103957.370486 + Penalty 2216.859928 = -101740.510558
  nChanged 31
		SP:Iteration 6Q (69461.660000 sec): 3 clusters
  Score: Raw -104094.161023 + Penalty 2216.859928 = -101877.301095
  nChanged 20
		SP:Iteration 7Q (69461.840000 sec): 3 clusters
  Score: Raw -104170.645920 + Penalty 2216.859928 = -101953.785991
  nChanged 14
		SP:Iteration 8Q (69462.060000 sec): 3 clusters
  Score: Raw -104204.042431 + Penalty 2216.859928 = -101987.182503
  nChanged 8
		SP:Iteration 9Q (69462.200000 sec): 3 clusters
  Score: Raw -104219.316549 + Penalty 2216.859928 = -102002.456621
  nChanged 6
		SP:Iteration 10Q (69462.380000 sec): 3 clusters
  Score: Raw -104239.601082 + Penalty 2216.859928 = -102022.741153
  nChanged 10
		SP:Iteration 11Q (69462.560000 sec): 3 clusters
  Score: Raw -104269.905924 + Penalty 2216.859928 = -102053.045996
  nChanged 7
		SP:Iteration 12Q (69462.730000 sec): 3 clusters
  Score: Raw -104291.711119 + Penalty 2216.859928 = -102074.851191
  nChanged 9
		SP:Iteration 13Q (69462.880000 sec): 3 clusters
  Score: Raw -104350.908485 + Penalty 2216.859928 = -102134.048557
  nChanged 11
		SP:Iteration 14Q (69463.060000 sec): 3 clusters
  Score: Raw -104483.858156 + Penalty 2216.859928 = -102266.998227
  nChanged 5
		SP:Iteration 15Q (69463.230000 sec): 3 clusters
  Score: Raw -104559.490859 + Penalty 2216.859928 = -102342.630930
  nChanged 1
		SP:Iteration 16Q (69463.440000 sec): 3 clusters
  Score: Raw -104565.629176 + Penalty 2216.859928 = -102348.769248
  nChanged 0
		SP:Iteration 17F (69463.600000 sec): 3 clusters
  Score: Raw -104565.629176 + Penalty 2216.859928 = -102348.769248
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (18340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69463.810000 sec): 2 clusters
  Score: Raw -2194728.633664 + Penalty 1595.236459 = -2193133.397205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69464.060000 sec): 3 clusters
  Score: Raw -2183805.797073 + Penalty 3190.472917 = -2180615.324156
  nChanged 8246
		SP:Iteration 1F (69464.280000 sec): 3 clusters
  Score: Raw -2188520.444043 + Penalty 3190.472917 = -2185329.971126
  nChanged 1137
		SP:Iteration 2F (69464.510000 sec): 3 clusters
  Score: Raw -2189076.181223 + Penalty 3190.472917 = -2185885.708305
  nChanged 1161
		SP:Iteration 3F (69464.740000 sec): 3 clusters
  Score: Raw -2189766.636885 + Penalty 3190.472917 = -2186576.163967
  nChanged 1267
		SP:Iteration 4F (69464.980000 sec): 3 clusters
  Score: Raw -2190622.958481 + Penalty 3190.472917 = -2187432.485564
  nChanged 1268
		SP:Iteration 5F (69465.210000 sec): 3 clusters
  Score: Raw -2191552.637003 + Penalty 3190.472917 = -2188362.164086
  nChanged 1212
		SP:Iteration 6F (69465.470000 sec): 3 clusters
  Score: Raw -2192459.078843 + Penalty 3190.472917 = -2189268.605925
  nChanged 973
		SP:Iteration 7F (69465.660000 sec): 3 clusters
  Score: Raw -2193208.462571 + Penalty 3190.472917 = -2190017.989654
  nChanged 749
		SP:Iteration 8Q (69465.900000 sec): 3 clusters
  Score: Raw -2193768.692453 + Penalty 3190.472917 = -2190578.219536
  nChanged 537
		SP:Iteration 9Q (69466.190000 sec): 3 clusters
  Score: Raw -2194174.472370 + Penalty 3190.472917 = -2190983.999453
  nChanged 377
		SP:Iteration 10Q (69466.420000 sec): 3 clusters
  Score: Raw -2194440.326794 + Penalty 3190.472917 = -2191249.853877
  nChanged 259
		SP:Iteration 11Q (69466.690000 sec): 3 clusters
  Score: Raw -2194599.148229 + Penalty 3190.472917 = -2191408.675312
  nChanged 172
		SP:Iteration 12Q (69466.900000 sec): 3 clusters
  Score: Raw -2194717.083238 + Penalty 3190.472917 = -2191526.610321
  nChanged 156
		SP:Iteration 13Q (69467.190000 sec): 3 clusters
  Score: Raw -2194837.341522 + Penalty 3190.472917 = -2191646.868604
  nChanged 115
		SP:Iteration 14Q (69467.410000 sec): 3 clusters
  Score: Raw -2194935.040749 + Penalty 3190.472917 = -2191744.567832
  nChanged 80
		SP:Iteration 15Q (69467.700000 sec): 3 clusters
  Score: Raw -2195019.212825 + Penalty 3190.472917 = -2191828.739907
  nChanged 75
		SP:Iteration 16Q (69467.950000 sec): 3 clusters
  Score: Raw -2195083.054605 + Penalty 3190.472917 = -2191892.581688
  nChanged 82
		SP:Iteration 17Q (69468.210000 sec): 3 clusters
  Score: Raw -2195138.921266 + Penalty 3190.472917 = -2191948.448349
  nChanged 76
		SP:Iteration 18Q (69468.460000 sec): 3 clusters
  Score: Raw -2195180.364662 + Penalty 3190.472917 = -2191989.891745
  nChanged 61
		SP:Iteration 19Q (69468.690000 sec): 3 clusters
  Score: Raw -2195214.289213 + Penalty 3190.472917 = -2192023.816295
  nChanged 65
		SP:Iteration 20F (69468.950000 sec): 3 clusters
  Score: Raw -2195243.885083 + Penalty 3190.472917 = -2192053.412166
  nChanged 53
		SP:Iteration 21Q (69469.190000 sec): 3 clusters
  Score: Raw -2195264.875083 + Penalty 3190.472917 = -2192074.402166
  nChanged 53
		SP:Iteration 22Q (69469.410000 sec): 3 clusters
  Score: Raw -2195283.279863 + Penalty 3190.472917 = -2192092.806945
  nChanged 50
		SP:Iteration 23Q (69469.650000 sec): 3 clusters
  Score: Raw -2195301.678779 + Penalty 3190.472917 = -2192111.205862
  nChanged 50
		SP:Iteration 24Q (69469.870000 sec): 3 clusters
  Score: Raw -2195318.285405 + Penalty 3190.472917 = -2192127.812487
  nChanged 46
		SP:Iteration 25Q (69470.130000 sec): 3 clusters
  Score: Raw -2195334.298642 + Penalty 3190.472917 = -2192143.825725
  nChanged 41
		SP:Iteration 26Q (69470.340000 sec): 3 clusters
  Score: Raw -2195348.816480 + Penalty 3190.472917 = -2192158.343563
  nChanged 32
		SP:Iteration 27Q (69470.570000 sec): 3 clusters
  Score: Raw -2195359.244201 + Penalty 3190.472917 = -2192168.771283
  nChanged 40
		SP:Iteration 28Q (69470.810000 sec): 3 clusters
  Score: Raw -2195370.572793 + Penalty 3190.472917 = -2192180.099876
  nChanged 30
		SP:Iteration 29Q (69471.070000 sec): 3 clusters
  Score: Raw -2195379.715972 + Penalty 3190.472917 = -2192189.243055
  nChanged 31
		SP:Iteration 30Q (69471.370000 sec): 3 clusters
  Score: Raw -2195390.202127 + Penalty 3190.472917 = -2192199.729210
  nChanged 34
		SP:Iteration 31Q (69471.570000 sec): 3 clusters
  Score: Raw -2195401.092186 + Penalty 3190.472917 = -2192210.619268
  nChanged 41
		SP:Iteration 32Q (69471.810000 sec): 3 clusters
  Score: Raw -2195413.346561 + Penalty 3190.472917 = -2192222.873643
  nChanged 40
		SP:Iteration 33Q (69472.040000 sec): 3 clusters
  Score: Raw -2195426.483952 + Penalty 3190.472917 = -2192236.011035
  nChanged 35
		SP:Iteration 34Q (69472.280000 sec): 3 clusters
  Score: Raw -2195439.600933 + Penalty 3190.472917 = -2192249.128016
  nChanged 42
		SP:Iteration 35Q (69472.580000 sec): 3 clusters
  Score: Raw -2195451.622175 + Penalty 3190.472917 = -2192261.149257
  nChanged 52
		SP:Iteration 36Q (69472.820000 sec): 3 clusters
  Score: Raw -2195466.353669 + Penalty 3190.472917 = -2192275.880751
  nChanged 54
		SP:Iteration 37Q (69473.040000 sec): 3 clusters
  Score: Raw -2195486.321771 + Penalty 3190.472917 = -2192295.848854
  nChanged 67
		SP:Iteration 38Q (69473.340000 sec): 3 clusters
  Score: Raw -2195515.753807 + Penalty 3190.472917 = -2192325.280890
  nChanged 88
		SP:Iteration 39Q (69473.540000 sec): 3 clusters
  Score: Raw -2195561.828288 + Penalty 3190.472917 = -2192371.355371
  nChanged 115
		SP:Iteration 40F (69473.810000 sec): 3 clusters
  Score: Raw -2195630.643263 + Penalty 3190.472917 = -2192440.170346
  nChanged 138
		SP:Iteration 41Q (69474.040000 sec): 3 clusters
  Score: Raw -2195731.036021 + Penalty 3190.472917 = -2192540.563103
  nChanged 188
		SP:Iteration 42Q (69474.270000 sec): 3 clusters
  Score: Raw -2195874.698032 + Penalty 3190.472917 = -2192684.225115
  nChanged 214
		SP:Iteration 43Q (69474.540000 sec): 3 clusters
  Score: Raw -2196034.028198 + Penalty 3190.472917 = -2192843.555281
  nChanged 257
		SP:Iteration 44Q (69474.770000 sec): 3 clusters
  Score: Raw -2196239.126454 + Penalty 3190.472917 = -2193048.653536
  nChanged 290
		SP:Iteration 45Q (69475.000000 sec): 3 clusters
  Score: Raw -2196501.170962 + Penalty 3190.472917 = -2193310.698045
  nChanged 345
		SP:Iteration 46Q (69475.260000 sec): 3 clusters
  Score: Raw -2196842.240701 + Penalty 3190.472917 = -2193651.767784
  nChanged 353
		SP:Iteration 47Q (69475.580000 sec): 3 clusters
  Score: Raw -2197156.207577 + Penalty 3190.472917 = -2193965.734660
  nChanged 314
		SP:Iteration 48Q (69475.810000 sec): 3 clusters
  Score: Raw -2197363.062309 + Penalty 3190.472917 = -2194172.589392
  nChanged 198
		SP:Iteration 49Q (69476.050000 sec): 3 clusters
  Score: Raw -2197459.190685 + Penalty 3190.472917 = -2194268.717768
  nChanged 133
		SP:Iteration 50Q (69476.290000 sec): 3 clusters
  Score: Raw -2197509.512218 + Penalty 3190.472917 = -2194319.039301
  nChanged 82
		SP:Iteration 51Q (69476.550000 sec): 3 clusters
  Score: Raw -2197534.050719 + Penalty 3190.472917 = -2194343.577802
  nChanged 43
		SP:Iteration 52Q (69476.790000 sec): 3 clusters
  Score: Raw -2197543.324384 + Penalty 3190.472917 = -2194352.851467
  nChanged 26
		SP:Iteration 53Q (69477.050000 sec): 3 clusters
  Score: Raw -2197550.209751 + Penalty 3190.472917 = -2194359.736834
  nChanged 22
		SP:Iteration 54Q (69477.270000 sec): 3 clusters
  Score: Raw -2197553.033573 + Penalty 3190.472917 = -2194362.560656
  nChanged 11
		SP:Iteration 55Q (69477.550000 sec): 3 clusters
  Score: Raw -2197554.844897 + Penalty 3190.472917 = -2194364.371980
  nChanged 5
		SP:Iteration 56Q (69477.750000 sec): 3 clusters
  Score: Raw -2197555.344023 + Penalty 3190.472917 = -2194364.871106
  nChanged 4
		SP:Iteration 57Q (69478.030000 sec): 3 clusters
  Score: Raw -2197555.749957 + Penalty 3190.472917 = -2194365.277040
  nChanged 4
		SP:Iteration 58Q (69478.310000 sec): 3 clusters
  Score: Raw -2197556.102001 + Penalty 3190.472917 = -2194365.629083
  nChanged 5
		SP:Iteration 59Q (69478.550000 sec): 3 clusters
  Score: Raw -2197556.328220 + Penalty 3190.472917 = -2194365.855302
  nChanged 1
		SP:Iteration 60F (69478.770000 sec): 3 clusters
  Score: Raw -2197701.777580 + Penalty 3190.472917 = -2194511.304663
  nChanged 110
		SP:Iteration 61Q (69479.070000 sec): 3 clusters
  Score: Raw -2197782.223380 + Penalty 3190.472917 = -2194591.750463
  nChanged 67
		SP:Iteration 62Q (69479.290000 sec): 3 clusters
  Score: Raw -2197801.208549 + Penalty 3190.472917 = -2194610.735632
  nChanged 41
		SP:Iteration 63Q (69479.520000 sec): 3 clusters
  Score: Raw -2197809.571765 + Penalty 3190.472917 = -2194619.098847
  nChanged 32
		SP:Iteration 64Q (69479.770000 sec): 3 clusters
  Score: Raw -2197817.376865 + Penalty 3190.472917 = -2194626.903948
  nChanged 41
		SP:Iteration 65Q (69480.080000 sec): 3 clusters
  Score: Raw -2197825.354452 + Penalty 3190.472917 = -2194634.881535
  nChanged 24
		SP:Iteration 66Q (69480.310000 sec): 3 clusters
  Score: Raw -2197829.327974 + Penalty 3190.472917 = -2194638.855056
  nChanged 25
		SP:Iteration 67Q (69480.550000 sec): 3 clusters
  Score: Raw -2197833.865591 + Penalty 3190.472917 = -2194643.392674
  nChanged 14
		SP:Iteration 68Q (69480.820000 sec): 3 clusters
  Score: Raw -2197835.572555 + Penalty 3190.472917 = -2194645.099638
  nChanged 12
		SP:Iteration 69Q (69481.070000 sec): 3 clusters
  Score: Raw -2197837.104820 + Penalty 3190.472917 = -2194646.631902
  nChanged 12
		SP:Iteration 70Q (69481.340000 sec): 3 clusters
  Score: Raw -2197838.887035 + Penalty 3190.472917 = -2194648.414117
  nChanged 16
		SP:Iteration 71Q (69481.580000 sec): 3 clusters
  Score: Raw -2197841.308860 + Penalty 3190.472917 = -2194650.835943
  nChanged 17
		SP:Iteration 72Q (69481.860000 sec): 3 clusters
  Score: Raw -2197843.778240 + Penalty 3190.472917 = -2194653.305322
  nChanged 21
		SP:Iteration 73Q (69482.100000 sec): 3 clusters
  Score: Raw -2197847.685679 + Penalty 3190.472917 = -2194657.212761
  nChanged 22
		SP:Iteration 74Q (69482.370000 sec): 3 clusters
  Score: Raw -2197853.344323 + Penalty 3190.472917 = -2194662.871406
  nChanged 23
		SP:Iteration 75Q (69482.580000 sec): 3 clusters
  Score: Raw -2197859.297625 + Penalty 3190.472917 = -2194668.824707
  nChanged 23
		SP:Iteration 76Q (69482.820000 sec): 3 clusters
  Score: Raw -2197865.271709 + Penalty 3190.472917 = -2194674.798792
  nChanged 24
		SP:Iteration 77Q (69483.070000 sec): 3 clusters
  Score: Raw -2197870.877710 + Penalty 3190.472917 = -2194680.404793
  nChanged 16
		SP:Iteration 78Q (69483.320000 sec): 3 clusters
  Score: Raw -2197874.410989 + Penalty 3190.472917 = -2194683.938071
  nChanged 24
		SP:Iteration 79Q (69483.580000 sec): 3 clusters
  Score: Raw -2197879.865220 + Penalty 3190.472917 = -2194689.392302
  nChanged 26
		SP:Iteration 80F (69483.820000 sec): 3 clusters
  Score: Raw -2197885.365123 + Penalty 3190.472917 = -2194694.892206
  nChanged 23
		SP:Iteration 81Q (69484.050000 sec): 3 clusters
  Score: Raw -2197889.013532 + Penalty 3190.472917 = -2194698.540614
  nChanged 22
		SP:Iteration 82Q (69484.320000 sec): 3 clusters
  Score: Raw -2197891.579269 + Penalty 3190.472917 = -2194701.106352
  nChanged 15
		SP:Iteration 83Q (69484.550000 sec): 3 clusters
  Score: Raw -2197893.356698 + Penalty 3190.472917 = -2194702.883781
  nChanged 10
		SP:Iteration 84Q (69484.800000 sec): 3 clusters
  Score: Raw -2197894.753423 + Penalty 3190.472917 = -2194704.280505
  nChanged 13
		SP:Iteration 85Q (69485.080000 sec): 3 clusters
  Score: Raw -2197896.913233 + Penalty 3190.472917 = -2194706.440316
  nChanged 11
		SP:Iteration 86Q (69485.300000 sec): 3 clusters
  Score: Raw -2197898.645087 + Penalty 3190.472917 = -2194708.172170
  nChanged 9
		SP:Iteration 87Q (69485.520000 sec): 3 clusters
  Score: Raw -2197899.565700 + Penalty 3190.472917 = -2194709.092783
  nChanged 6
		SP:Iteration 88Q (69485.810000 sec): 3 clusters
  Score: Raw -2197900.123780 + Penalty 3190.472917 = -2194709.650862
  nChanged 4
		SP:Iteration 89Q (69486.060000 sec): 3 clusters
  Score: Raw -2197900.376031 + Penalty 3190.472917 = -2194709.903114
  nChanged 3
		SP:Iteration 90Q (69486.320000 sec): 3 clusters
  Score: Raw -2197900.576327 + Penalty 3190.472917 = -2194710.103409
  nChanged 1
		SP:Iteration 91Q (69486.580000 sec): 3 clusters
  Score: Raw -2197900.613722 + Penalty 3190.472917 = -2194710.140804
  nChanged 1
		SP:Iteration 92Q (69486.880000 sec): 3 clusters
  Score: Raw -2197900.672483 + Penalty 3190.472917 = -2194710.199565
  nChanged 3
		SP:Iteration 93Q (69487.110000 sec): 3 clusters
  Score: Raw -2197900.803543 + Penalty 3190.472917 = -2194710.330625
  nChanged 2
		SP:Iteration 94Q (69487.380000 sec): 3 clusters
  Score: Raw -2197900.945044 + Penalty 3190.472917 = -2194710.472127
  nChanged 0
		SP:Iteration 95F (69487.680000 sec): 3 clusters
  Score: Raw -2197900.945044 + Penalty 3190.472917 = -2194710.472127
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (3161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69487.790000 sec): 2 clusters
  Score: Raw -349919.148704 + Penalty 1309.529603 = -348609.619101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69487.970000 sec): 3 clusters
  Score: Raw -348403.490831 + Penalty 2619.059206 = -345784.431625
  nChanged 1207
		SP:Iteration 1F (69488.170000 sec): 3 clusters
  Score: Raw -349342.357217 + Penalty 2619.059206 = -346723.298011
  nChanged 357
		SP:Iteration 2F (69488.320000 sec): 3 clusters
  Score: Raw -350013.192961 + Penalty 2619.059206 = -347394.133755
  nChanged 330
		SP:Iteration 3F (69488.510000 sec): 3 clusters
  Score: Raw -350541.375419 + Penalty 2619.059206 = -347922.316213
  nChanged 273
		SP:Iteration 4F (69488.680000 sec): 3 clusters
  Score: Raw -350908.098681 + Penalty 2619.059206 = -348289.039475
  nChanged 191
		SP:Iteration 5F (69488.900000 sec): 3 clusters
  Score: Raw -351201.280355 + Penalty 2619.059206 = -348582.221149
  nChanged 178
		SP:Iteration 6F (69489.090000 sec): 3 clusters
  Score: Raw -351633.547781 + Penalty 2619.059206 = -349014.488575
  nChanged 146
		SP:Iteration 7Q (69489.260000 sec): 3 clusters
  Score: Raw -351982.021144 + Penalty 2619.059206 = -349362.961937
  nChanged 120
		SP:Iteration 8Q (69489.410000 sec): 3 clusters
  Score: Raw -352177.733819 + Penalty 2619.059206 = -349558.674613
  nChanged 67
		SP:Iteration 9Q (69489.620000 sec): 3 clusters
  Score: Raw -352256.329854 + Penalty 2619.059206 = -349637.270647
  nChanged 48
		SP:Iteration 10Q (69489.790000 sec): 3 clusters
  Score: Raw -352298.701129 + Penalty 2619.059206 = -349679.641923
  nChanged 26
		SP:Iteration 11Q (69489.960000 sec): 3 clusters
  Score: Raw -352319.878420 + Penalty 2619.059206 = -349700.819213
  nChanged 23
		SP:Iteration 12Q (69490.150000 sec): 3 clusters
  Score: Raw -352334.210538 + Penalty 2619.059206 = -349715.151331
  nChanged 11
		SP:Iteration 13Q (69490.360000 sec): 3 clusters
  Score: Raw -352340.291489 + Penalty 2619.059206 = -349721.232283
  nChanged 8
		SP:Iteration 14Q (69490.540000 sec): 3 clusters
  Score: Raw -352344.133860 + Penalty 2619.059206 = -349725.074653
  nChanged 8
		SP:Iteration 15Q (69490.730000 sec): 3 clusters
  Score: Raw -352347.683704 + Penalty 2619.059206 = -349728.624497
  nChanged 8
		SP:Iteration 16Q (69490.900000 sec): 3 clusters
  Score: Raw -352352.769744 + Penalty 2619.059206 = -349733.710538
  nChanged 10
		SP:Iteration 17Q (69491.040000 sec): 3 clusters
  Score: Raw -352358.497778 + Penalty 2619.059206 = -349739.438572
  nChanged 12
		SP:Iteration 18Q (69491.210000 sec): 3 clusters
  Score: Raw -352365.081643 + Penalty 2619.059206 = -349746.022437
  nChanged 11
		SP:Iteration 19Q (69491.400000 sec): 3 clusters
  Score: Raw -352369.886094 + Penalty 2619.059206 = -349750.826887
  nChanged 6
		SP:Iteration 20F (69491.620000 sec): 3 clusters
  Score: Raw -352373.318829 + Penalty 2619.059206 = -349754.259623
  nChanged 6
		SP:Iteration 21Q (69491.780000 sec): 3 clusters
  Score: Raw -352375.947938 + Penalty 2619.059206 = -349756.888732
  nChanged 4
		SP:Iteration 22Q (69491.940000 sec): 3 clusters
  Score: Raw -352377.952606 + Penalty 2619.059206 = -349758.893400
  nChanged 8
		SP:Iteration 23Q (69492.110000 sec): 3 clusters
  Score: Raw -352382.993310 + Penalty 2619.059206 = -349763.934103
  nChanged 6
		SP:Iteration 24Q (69492.290000 sec): 3 clusters
  Score: Raw -352386.198088 + Penalty 2619.059206 = -349767.138882
  nChanged 6
		SP:Iteration 25Q (69492.510000 sec): 3 clusters
  Score: Raw -352388.564205 + Penalty 2619.059206 = -349769.504998
  nChanged 4
		SP:Iteration 26Q (69492.660000 sec): 3 clusters
  Score: Raw -352390.716569 + Penalty 2619.059206 = -349771.657363
  nChanged 6
		SP:Iteration 27Q (69492.880000 sec): 3 clusters
  Score: Raw -352394.907529 + Penalty 2619.059206 = -349775.848322
  nChanged 10
		SP:Iteration 28Q (69493.030000 sec): 3 clusters
  Score: Raw -352400.345971 + Penalty 2619.059206 = -349781.286765
  nChanged 8
		SP:Iteration 29Q (69493.270000 sec): 3 clusters
  Score: Raw -352405.368397 + Penalty 2619.059206 = -349786.309190
  nChanged 12
		SP:Iteration 30Q (69493.440000 sec): 3 clusters
  Score: Raw -352415.270003 + Penalty 2619.059206 = -349796.210797
  nChanged 13
		SP:Iteration 31Q (69493.600000 sec): 3 clusters
  Score: Raw -352422.727863 + Penalty 2619.059206 = -349803.668657
  nChanged 9
		SP:Iteration 32Q (69493.780000 sec): 3 clusters
  Score: Raw -352427.800802 + Penalty 2619.059206 = -349808.741595
  nChanged 11
		SP:Iteration 33Q (69493.960000 sec): 3 clusters
  Score: Raw -352432.667794 + Penalty 2619.059206 = -349813.608588
  nChanged 8
		SP:Iteration 34Q (69494.160000 sec): 3 clusters
  Score: Raw -352435.940851 + Penalty 2619.059206 = -349816.881645
  nChanged 6
		SP:Iteration 35Q (69494.340000 sec): 3 clusters
  Score: Raw -352438.909487 + Penalty 2619.059206 = -349819.850280
  nChanged 4
		SP:Iteration 36Q (69494.500000 sec): 3 clusters
  Score: Raw -352440.492352 + Penalty 2619.059206 = -349821.433145
  nChanged 5
		SP:Iteration 37Q (69494.690000 sec): 3 clusters
  Score: Raw -352442.246770 + Penalty 2619.059206 = -349823.187564
  nChanged 3
		SP:Iteration 38Q (69494.890000 sec): 3 clusters
  Score: Raw -352442.820688 + Penalty 2619.059206 = -349823.761482
  nChanged 2
		SP:Iteration 39Q (69495.050000 sec): 3 clusters
  Score: Raw -352443.129076 + Penalty 2619.059206 = -349824.069870
  nChanged 1
		SP:Iteration 40F (69495.240000 sec): 3 clusters
  Score: Raw -352443.444795 + Penalty 2619.059206 = -349824.385588
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (2955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69495.400000 sec): 2 clusters
  Score: Raw -344177.886910 + Penalty 1298.578764 = -342879.308147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69495.590000 sec): 3 clusters
  Score: Raw -342776.816846 + Penalty 2597.157527 = -340179.659319
  nChanged 1146
		SP:Iteration 1F (69495.780000 sec): 3 clusters
  Score: Raw -343445.201337 + Penalty 2597.157527 = -340848.043810
  nChanged 216
		SP:Iteration 2F (69495.990000 sec): 3 clusters
  Score: Raw -343577.820963 + Penalty 2597.157527 = -340980.663436
  nChanged 138
		SP:Iteration 3Q (69496.140000 sec): 3 clusters
  Score: Raw -343659.717605 + Penalty 2597.157527 = -341062.560078
  nChanged 117
		SP:Iteration 4Q (69496.340000 sec): 3 clusters
  Score: Raw -343734.710516 + Penalty 2597.157527 = -341137.552989
  nChanged 106
		SP:Iteration 5Q (69496.540000 sec): 3 clusters
  Score: Raw -343812.646922 + Penalty 2597.157527 = -341215.489395
  nChanged 115
		SP:Iteration 6Q (69496.730000 sec): 3 clusters
  Score: Raw -343895.267499 + Penalty 2597.157527 = -341298.109972
  nChanged 125
		SP:Iteration 7Q (69496.910000 sec): 3 clusters
  Score: Raw -343998.601063 + Penalty 2597.157527 = -341401.443536
  nChanged 137
		SP:Iteration 8Q (69497.080000 sec): 3 clusters
  Score: Raw -344118.320273 + Penalty 2597.157527 = -341521.162746
  nChanged 153
		SP:Iteration 9F (69497.260000 sec): 3 clusters
  Score: Raw -344280.926405 + Penalty 2597.157527 = -341683.768878
  nChanged 163
		SP:Iteration 10F (69497.460000 sec): 3 clusters
  Score: Raw -344453.775156 + Penalty 2597.157527 = -341856.617629
  nChanged 127
		SP:Iteration 11Q (69497.620000 sec): 3 clusters
  Score: Raw -344590.863948 + Penalty 2597.157527 = -341993.706421
  nChanged 95
		SP:Iteration 12Q (69497.780000 sec): 3 clusters
  Score: Raw -344685.997072 + Penalty 2597.157527 = -342088.839545
  nChanged 73
		SP:Iteration 13Q (69497.900000 sec): 3 clusters
  Score: Raw -344746.926008 + Penalty 2597.157527 = -342149.768480
  nChanged 45
		SP:Iteration 14Q (69498.060000 sec): 3 clusters
  Score: Raw -344773.320439 + Penalty 2597.157527 = -342176.162912
  nChanged 23
		SP:Iteration 15Q (69498.240000 sec): 3 clusters
  Score: Raw -344788.338791 + Penalty 2597.157527 = -342191.181264
  nChanged 17
		SP:Iteration 16Q (69498.370000 sec): 3 clusters
  Score: Raw -344799.637481 + Penalty 2597.157527 = -342202.479954
  nChanged 14
		SP:Iteration 17Q (69498.550000 sec): 3 clusters
  Score: Raw -344807.032741 + Penalty 2597.157527 = -342209.875214
  nChanged 6
		SP:Iteration 18Q (69498.700000 sec): 3 clusters
  Score: Raw -344808.966554 + Penalty 2597.157527 = -342211.809027
  nChanged 2
		SP:Iteration 19Q (69498.880000 sec): 3 clusters
  Score: Raw -344809.604321 + Penalty 2597.157527 = -342212.446794
  nChanged 0
		SP:Iteration 20F (69499.060000 sec): 3 clusters
  Score: Raw -344809.604321 + Penalty 2597.157527 = -342212.446794
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69499.170000 sec): 2 clusters
  Score: Raw -351861.737242 + Penalty 1311.573013 = -350550.164229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69499.370000 sec): 3 clusters
  Score: Raw -350377.041898 + Penalty 2623.146025 = -347753.895873
  nChanged 1231
		SP:Iteration 1F (69499.560000 sec): 3 clusters
  Score: Raw -351351.996701 + Penalty 2623.146025 = -348728.850676
  nChanged 344
		SP:Iteration 2F (69499.730000 sec): 3 clusters
  Score: Raw -351767.041023 + Penalty 2623.146025 = -349143.894997
  nChanged 261
		SP:Iteration 3F (69499.920000 sec): 3 clusters
  Score: Raw -352147.483700 + Penalty 2623.146025 = -349524.337675
  nChanged 245
		SP:Iteration 4F (69500.080000 sec): 3 clusters
  Score: Raw -352494.350546 + Penalty 2623.146025 = -349871.204521
  nChanged 230
		SP:Iteration 5F (69500.260000 sec): 3 clusters
  Score: Raw -352908.521485 + Penalty 2623.146025 = -350285.375460
  nChanged 207
		SP:Iteration 6F (69500.420000 sec): 3 clusters
  Score: Raw -353405.108393 + Penalty 2623.146025 = -350781.962368
  nChanged 125
		SP:Iteration 7Q (69500.610000 sec): 3 clusters
  Score: Raw -353604.638060 + Penalty 2623.146025 = -350981.492034
  nChanged 90
		SP:Iteration 8Q (69500.810000 sec): 3 clusters
  Score: Raw -353707.687985 + Penalty 2623.146025 = -351084.541960
  nChanged 73
		SP:Iteration 9Q (69500.990000 sec): 3 clusters
  Score: Raw -353797.131544 + Penalty 2623.146025 = -351173.985519
  nChanged 49
		SP:Iteration 10Q (69501.180000 sec): 3 clusters
  Score: Raw -353846.946586 + Penalty 2623.146025 = -351223.800561
  nChanged 22
		SP:Iteration 11Q (69501.370000 sec): 3 clusters
  Score: Raw -353869.729688 + Penalty 2623.146025 = -351246.583662
  nChanged 27
		SP:Iteration 12Q (69501.520000 sec): 3 clusters
  Score: Raw -353890.116258 + Penalty 2623.146025 = -351266.970233
  nChanged 13
		SP:Iteration 13Q (69501.710000 sec): 3 clusters
  Score: Raw -353901.900196 + Penalty 2623.146025 = -351278.754171
  nChanged 18
		SP:Iteration 14Q (69501.850000 sec): 3 clusters
  Score: Raw -353923.073673 + Penalty 2623.146025 = -351299.927647
  nChanged 20
		SP:Iteration 15Q (69502.020000 sec): 3 clusters
  Score: Raw -353950.772793 + Penalty 2623.146025 = -351327.626768
  nChanged 20
		SP:Iteration 16Q (69502.250000 sec): 3 clusters
  Score: Raw -353967.612508 + Penalty 2623.146025 = -351344.466483
  nChanged 17
		SP:Iteration 17Q (69502.420000 sec): 3 clusters
  Score: Raw -353977.886273 + Penalty 2623.146025 = -351354.740247
  nChanged 11
		SP:Iteration 18Q (69502.610000 sec): 3 clusters
  Score: Raw -353984.915188 + Penalty 2623.146025 = -351361.769163
  nChanged 9
		SP:Iteration 19Q (69502.780000 sec): 3 clusters
  Score: Raw -353988.493907 + Penalty 2623.146025 = -351365.347882
  nChanged 7
		SP:Iteration 20F (69502.950000 sec): 3 clusters
  Score: Raw -353995.479283 + Penalty 2623.146025 = -351372.333257
  nChanged 7
		SP:Iteration 21Q (69503.170000 sec): 3 clusters
  Score: Raw -354003.266467 + Penalty 2623.146025 = -351380.120442
  nChanged 5
		SP:Iteration 22Q (69503.340000 sec): 3 clusters
  Score: Raw -354008.670499 + Penalty 2623.146025 = -351385.524473
  nChanged 2
		SP:Iteration 23Q (69503.520000 sec): 3 clusters
  Score: Raw -354009.902322 + Penalty 2623.146025 = -351386.756297
  nChanged 0
		SP:Iteration 24F (69503.690000 sec): 3 clusters
  Score: Raw -354009.902322 + Penalty 2623.146025 = -351386.756297
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69503.820000 sec): 2 clusters
  Score: Raw -1016459.931836 + Penalty 1472.888032 = -1014987.043803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69504.020000 sec): 3 clusters
  Score: Raw -1011635.237731 + Penalty 2945.776065 = -1008689.461666
  nChanged 3711
		SP:Iteration 1F (69504.210000 sec): 3 clusters
  Score: Raw -1013804.833747 + Penalty 2945.776065 = -1010859.057682
  nChanged 646
		SP:Iteration 2F (69504.420000 sec): 3 clusters
  Score: Raw -1014195.940012 + Penalty 2945.776065 = -1011250.163947
  nChanged 578
		SP:Iteration 3F (69504.650000 sec): 3 clusters
  Score: Raw -1014536.981215 + Penalty 2945.776065 = -1011591.205150
  nChanged 482
		SP:Iteration 4F (69504.890000 sec): 3 clusters
  Score: Raw -1014816.667934 + Penalty 2945.776065 = -1011870.891869
  nChanged 457
		SP:Iteration 5F (69505.100000 sec): 3 clusters
  Score: Raw -1015108.555334 + Penalty 2945.776065 = -1012162.779270
  nChanged 400
		SP:Iteration 6Q (69505.290000 sec): 3 clusters
  Score: Raw -1015375.194303 + Penalty 2945.776065 = -1012429.418238
  nChanged 355
		SP:Iteration 7Q (69505.540000 sec): 3 clusters
  Score: Raw -1015625.902001 + Penalty 2945.776065 = -1012680.125936
  nChanged 296
		SP:Iteration 8Q (69505.720000 sec): 3 clusters
  Score: Raw -1015833.206607 + Penalty 2945.776065 = -1012887.430542
  nChanged 260
		SP:Iteration 9Q (69505.960000 sec): 3 clusters
  Score: Raw -1016006.662779 + Penalty 2945.776065 = -1013060.886714
  nChanged 225
		SP:Iteration 10Q (69506.200000 sec): 3 clusters
  Score: Raw -1016152.793386 + Penalty 2945.776065 = -1013207.017321
  nChanged 187
		SP:Iteration 11Q (69506.380000 sec): 3 clusters
  Score: Raw -1016254.811383 + Penalty 2945.776065 = -1013309.035318
  nChanged 152
		SP:Iteration 12Q (69506.630000 sec): 3 clusters
  Score: Raw -1016346.289716 + Penalty 2945.776065 = -1013400.513651
  nChanged 134
		SP:Iteration 13Q (69506.830000 sec): 3 clusters
  Score: Raw -1016417.226903 + Penalty 2945.776065 = -1013471.450838
  nChanged 109
		SP:Iteration 14Q (69507.020000 sec): 3 clusters
  Score: Raw -1016476.320851 + Penalty 2945.776065 = -1013530.544786
  nChanged 91
		SP:Iteration 15Q (69507.220000 sec): 3 clusters
  Score: Raw -1016523.427774 + Penalty 2945.776065 = -1013577.651709
  nChanged 73
		SP:Iteration 16Q (69507.420000 sec): 3 clusters
  Score: Raw -1016557.655331 + Penalty 2945.776065 = -1013611.879266
  nChanged 62
		SP:Iteration 17Q (69507.690000 sec): 3 clusters
  Score: Raw -1016588.285006 + Penalty 2945.776065 = -1013642.508941
  nChanged 56
		SP:Iteration 18Q (69507.870000 sec): 3 clusters
  Score: Raw -1016613.438272 + Penalty 2945.776065 = -1013667.662207
  nChanged 44
		SP:Iteration 19Q (69508.070000 sec): 3 clusters
  Score: Raw -1016639.566988 + Penalty 2945.776065 = -1013693.790923
  nChanged 48
		SP:Iteration 20F (69508.280000 sec): 3 clusters
  Score: Raw -1016664.281218 + Penalty 2945.776065 = -1013718.505154
  nChanged 45
		SP:Iteration 21Q (69508.450000 sec): 3 clusters
  Score: Raw -1016689.318038 + Penalty 2945.776065 = -1013743.541973
  nChanged 40
		SP:Iteration 22Q (69508.670000 sec): 3 clusters
  Score: Raw -1016706.901159 + Penalty 2945.776065 = -1013761.125094
  nChanged 27
		SP:Iteration 23Q (69508.880000 sec): 3 clusters
  Score: Raw -1016715.286652 + Penalty 2945.776065 = -1013769.510587
  nChanged 22
		SP:Iteration 24Q (69509.120000 sec): 3 clusters
  Score: Raw -1016721.374361 + Penalty 2945.776065 = -1013775.598296
  nChanged 13
		SP:Iteration 25Q (69509.300000 sec): 3 clusters
  Score: Raw -1016725.657017 + Penalty 2945.776065 = -1013779.880952
  nChanged 9
		SP:Iteration 26Q (69509.520000 sec): 3 clusters
  Score: Raw -1016729.290947 + Penalty 2945.776065 = -1013783.514882
  nChanged 8
		SP:Iteration 27Q (69509.740000 sec): 3 clusters
  Score: Raw -1016734.073787 + Penalty 2945.776065 = -1013788.297722
  nChanged 15
		SP:Iteration 28Q (69509.980000 sec): 3 clusters
  Score: Raw -1016740.299262 + Penalty 2945.776065 = -1013794.523197
  nChanged 15
		SP:Iteration 29Q (69510.190000 sec): 3 clusters
  Score: Raw -1016745.991887 + Penalty 2945.776065 = -1013800.215822
  nChanged 4
		SP:Iteration 30Q (69510.410000 sec): 3 clusters
  Score: Raw -1016747.267834 + Penalty 2945.776065 = -1013801.491769
  nChanged 3
		SP:Iteration 31Q (69510.600000 sec): 3 clusters
  Score: Raw -1016747.856743 + Penalty 2945.776065 = -1013802.080678
  nChanged 0
		SP:Iteration 32F (69510.810000 sec): 3 clusters
  Score: Raw -1016747.856743 + Penalty 2945.776065 = -1013802.080678
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (13617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69510.970000 sec): 2 clusters
  Score: Raw -1486503.348379 + Penalty 1546.849572 = -1484956.498807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69511.200000 sec): 3 clusters
  Score: Raw -1478509.334763 + Penalty 3093.699145 = -1475415.635619
  nChanged 6131
		SP:Iteration 1F (69511.420000 sec): 3 clusters
  Score: Raw -1482053.356092 + Penalty 3093.699145 = -1478959.656947
  nChanged 933
		SP:Iteration 2F (69511.670000 sec): 3 clusters
  Score: Raw -1482630.564579 + Penalty 3093.699145 = -1479536.865434
  nChanged 939
		SP:Iteration 3F (69511.910000 sec): 3 clusters
  Score: Raw -1483308.370930 + Penalty 3093.699145 = -1480214.671785
  nChanged 986
		SP:Iteration 4F (69512.190000 sec): 3 clusters
  Score: Raw -1484063.156141 + Penalty 3093.699145 = -1480969.456996
  nChanged 945
		SP:Iteration 5F (69512.410000 sec): 3 clusters
  Score: Raw -1484749.800428 + Penalty 3093.699145 = -1481656.101283
  nChanged 813
		SP:Iteration 6F (69512.610000 sec): 3 clusters
  Score: Raw -1485298.737892 + Penalty 3093.699145 = -1482205.038748
  nChanged 718
		SP:Iteration 7F (69512.830000 sec): 3 clusters
  Score: Raw -1485772.720645 + Penalty 3093.699145 = -1482679.021500
  nChanged 597
		SP:Iteration 8Q (69513.070000 sec): 3 clusters
  Score: Raw -1486075.100924 + Penalty 3093.699145 = -1482981.401779
  nChanged 466
		SP:Iteration 9Q (69513.310000 sec): 3 clusters
  Score: Raw -1486314.885305 + Penalty 3093.699145 = -1483221.186161
  nChanged 411
		SP:Iteration 10Q (69513.530000 sec): 3 clusters
  Score: Raw -1486486.022901 + Penalty 3093.699145 = -1483392.323756
  nChanged 337
		SP:Iteration 11Q (69513.780000 sec): 3 clusters
  Score: Raw -1486625.538788 + Penalty 3093.699145 = -1483531.839643
  nChanged 294
		SP:Iteration 12Q (69514.010000 sec): 3 clusters
  Score: Raw -1486737.538258 + Penalty 3093.699145 = -1483643.839113
  nChanged 270
		SP:Iteration 13Q (69514.270000 sec): 3 clusters
  Score: Raw -1486839.260341 + Penalty 3093.699145 = -1483745.561196
  nChanged 247
		SP:Iteration 14Q (69514.530000 sec): 3 clusters
  Score: Raw -1486959.147428 + Penalty 3093.699145 = -1483865.448284
  nChanged 260
		SP:Iteration 15Q (69514.740000 sec): 3 clusters
  Score: Raw -1487082.058349 + Penalty 3093.699145 = -1483988.359205
  nChanged 223
		SP:Iteration 16Q (69514.990000 sec): 3 clusters
  Score: Raw -1487182.541162 + Penalty 3093.699145 = -1484088.842017
  nChanged 193
		SP:Iteration 17Q (69515.190000 sec): 3 clusters
  Score: Raw -1487250.244057 + Penalty 3093.699145 = -1484156.544912
  nChanged 156
		SP:Iteration 18Q (69515.410000 sec): 3 clusters
  Score: Raw -1487292.513791 + Penalty 3093.699145 = -1484198.814647
  nChanged 115
		SP:Iteration 19Q (69515.650000 sec): 3 clusters
  Score: Raw -1487316.971630 + Penalty 3093.699145 = -1484223.272486
  nChanged 95
		SP:Iteration 20F (69515.880000 sec): 3 clusters
  Score: Raw -1487338.030835 + Penalty 3093.699145 = -1484244.331690
  nChanged 74
		SP:Iteration 21Q (69516.150000 sec): 3 clusters
  Score: Raw -1487354.330511 + Penalty 3093.699145 = -1484260.631366
  nChanged 75
		SP:Iteration 22Q (69516.350000 sec): 3 clusters
  Score: Raw -1487364.392302 + Penalty 3093.699145 = -1484270.693157
  nChanged 57
		SP:Iteration 23Q (69516.620000 sec): 3 clusters
  Score: Raw -1487371.341425 + Penalty 3093.699145 = -1484277.642281
  nChanged 39
		SP:Iteration 24Q (69516.860000 sec): 3 clusters
  Score: Raw -1487375.884698 + Penalty 3093.699145 = -1484282.185553
  nChanged 36
		SP:Iteration 25Q (69517.050000 sec): 3 clusters
  Score: Raw -1487379.625737 + Penalty 3093.699145 = -1484285.926592
  nChanged 31
		SP:Iteration 26Q (69517.320000 sec): 3 clusters
  Score: Raw -1487382.762845 + Penalty 3093.699145 = -1484289.063701
  nChanged 30
		SP:Iteration 27Q (69517.540000 sec): 3 clusters
  Score: Raw -1487386.105287 + Penalty 3093.699145 = -1484292.406142
  nChanged 27
		SP:Iteration 28Q (69517.780000 sec): 3 clusters
  Score: Raw -1487389.461993 + Penalty 3093.699145 = -1484295.762848
  nChanged 29
		SP:Iteration 29Q (69518.050000 sec): 3 clusters
  Score: Raw -1487392.173503 + Penalty 3093.699145 = -1484298.474358
  nChanged 24
		SP:Iteration 30Q (69518.270000 sec): 3 clusters
  Score: Raw -1487394.645253 + Penalty 3093.699145 = -1484300.946108
  nChanged 29
		SP:Iteration 31Q (69518.470000 sec): 3 clusters
  Score: Raw -1487397.755131 + Penalty 3093.699145 = -1484304.055986
  nChanged 24
		SP:Iteration 32Q (69518.720000 sec): 3 clusters
  Score: Raw -1487401.341263 + Penalty 3093.699145 = -1484307.642118
  nChanged 29
		SP:Iteration 33Q (69518.950000 sec): 3 clusters
  Score: Raw -1487405.135671 + Penalty 3093.699145 = -1484311.436527
  nChanged 26
		SP:Iteration 34Q (69519.230000 sec): 3 clusters
  Score: Raw -1487408.762802 + Penalty 3093.699145 = -1484315.063657
  nChanged 20
		SP:Iteration 35Q (69519.440000 sec): 3 clusters
  Score: Raw -1487410.965271 + Penalty 3093.699145 = -1484317.266126
  nChanged 23
		SP:Iteration 36Q (69519.700000 sec): 3 clusters
  Score: Raw -1487413.923355 + Penalty 3093.699145 = -1484320.224210
  nChanged 20
		SP:Iteration 37Q (69519.920000 sec): 3 clusters
  Score: Raw -1487416.671226 + Penalty 3093.699145 = -1484322.972081
  nChanged 17
		SP:Iteration 38Q (69520.160000 sec): 3 clusters
  Score: Raw -1487418.491894 + Penalty 3093.699145 = -1484324.792749
  nChanged 19
		SP:Iteration 39Q (69520.380000 sec): 3 clusters
  Score: Raw -1487420.391699 + Penalty 3093.699145 = -1484326.692554
  nChanged 20
		SP:Iteration 40F (69520.600000 sec): 3 clusters
  Score: Raw -1487422.258620 + Penalty 3093.699145 = -1484328.559475
  nChanged 12
		SP:Iteration 41Q (69520.810000 sec): 3 clusters
  Score: Raw -1487423.359704 + Penalty 3093.699145 = -1484329.660559
  nChanged 14
		SP:Iteration 42Q (69521.040000 sec): 3 clusters
  Score: Raw -1487424.248331 + Penalty 3093.699145 = -1484330.549186
  nChanged 6
		SP:Iteration 43Q (69521.320000 sec): 3 clusters
  Score: Raw -1487424.645717 + Penalty 3093.699145 = -1484330.946573
  nChanged 8
		SP:Iteration 44Q (69521.530000 sec): 3 clusters
  Score: Raw -1487425.121779 + Penalty 3093.699145 = -1484331.422634
  nChanged 5
		SP:Iteration 45Q (69521.740000 sec): 3 clusters
  Score: Raw -1487425.362122 + Penalty 3093.699145 = -1484331.662977
  nChanged 5
		SP:Iteration 46Q (69522.020000 sec): 3 clusters
  Score: Raw -1487425.651009 + Penalty 3093.699145 = -1484331.951864
  nChanged 1
		SP:Iteration 47Q (69522.230000 sec): 3 clusters
  Score: Raw -1487425.694082 + Penalty 3093.699145 = -1484331.994937
  nChanged 0
		SP:Iteration 48F (69522.450000 sec): 3 clusters
  Score: Raw -1487425.694082 + Penalty 3093.699145 = -1484331.994937
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69522.590000 sec): 2 clusters
  Score: Raw -1590951.099930 + Penalty 1545.146102 = -1589405.953828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69522.840000 sec): 3 clusters
  Score: Raw -1583145.471279 + Penalty 3090.292204 = -1580055.179076
  nChanged 5903
		SP:Iteration 1F (69523.030000 sec): 3 clusters
  Score: Raw -1586332.824081 + Penalty 3090.292204 = -1583242.531877
  nChanged 859
		SP:Iteration 2F (69523.290000 sec): 3 clusters
  Score: Raw -1586742.265901 + Penalty 3090.292204 = -1583651.973697
  nChanged 754
		SP:Iteration 3F (69523.530000 sec): 3 clusters
  Score: Raw -1587121.128295 + Penalty 3090.292204 = -1584030.836091
  nChanged 752
		SP:Iteration 4F (69523.740000 sec): 3 clusters
  Score: Raw -1587470.136576 + Penalty 3090.292204 = -1584379.844373
  nChanged 663
		SP:Iteration 5Q (69523.950000 sec): 3 clusters
  Score: Raw -1587803.178382 + Penalty 3090.292204 = -1584712.886178
  nChanged 673
		SP:Iteration 6Q (69524.210000 sec): 3 clusters
  Score: Raw -1588157.798057 + Penalty 3090.292204 = -1585067.505853
  nChanged 690
		SP:Iteration 7F (69524.460000 sec): 3 clusters
  Score: Raw -1588529.477415 + Penalty 3090.292204 = -1585439.185211
  nChanged 640
		SP:Iteration 8Q (69524.710000 sec): 3 clusters
  Score: Raw -1588843.469124 + Penalty 3090.292204 = -1585753.176921
  nChanged 563
		SP:Iteration 9Q (69524.940000 sec): 3 clusters
  Score: Raw -1589096.575088 + Penalty 3090.292204 = -1586006.282884
  nChanged 495
		SP:Iteration 10Q (69525.200000 sec): 3 clusters
  Score: Raw -1589307.667549 + Penalty 3090.292204 = -1586217.375345
  nChanged 421
		SP:Iteration 11Q (69525.430000 sec): 3 clusters
  Score: Raw -1589458.720816 + Penalty 3090.292204 = -1586368.428613
  nChanged 334
		SP:Iteration 12Q (69525.640000 sec): 3 clusters
  Score: Raw -1589567.689812 + Penalty 3090.292204 = -1586477.397608
  nChanged 261
		SP:Iteration 13Q (69525.870000 sec): 3 clusters
  Score: Raw -1589643.013702 + Penalty 3090.292204 = -1586552.721499
  nChanged 234
		SP:Iteration 14Q (69526.090000 sec): 3 clusters
  Score: Raw -1589713.877216 + Penalty 3090.292204 = -1586623.585012
  nChanged 209
		SP:Iteration 15Q (69526.340000 sec): 3 clusters
  Score: Raw -1589777.143145 + Penalty 3090.292204 = -1586686.850942
  nChanged 220
		SP:Iteration 16Q (69526.570000 sec): 3 clusters
  Score: Raw -1589843.659851 + Penalty 3090.292204 = -1586753.367647
  nChanged 204
		SP:Iteration 17Q (69526.850000 sec): 3 clusters
  Score: Raw -1589906.536607 + Penalty 3090.292204 = -1586816.244403
  nChanged 218
		SP:Iteration 18Q (69527.060000 sec): 3 clusters
  Score: Raw -1589980.560425 + Penalty 3090.292204 = -1586890.268221
  nChanged 215
		SP:Iteration 19Q (69527.330000 sec): 3 clusters
  Score: Raw -1590048.583347 + Penalty 3090.292204 = -1586958.291144
  nChanged 221
		SP:Iteration 20F (69527.570000 sec): 3 clusters
  Score: Raw -1590128.871631 + Penalty 3090.292204 = -1587038.579428
  nChanged 235
		SP:Iteration 21Q (69527.820000 sec): 3 clusters
  Score: Raw -1590220.657416 + Penalty 3090.292204 = -1587130.365213
  nChanged 252
		SP:Iteration 22Q (69528.040000 sec): 3 clusters
  Score: Raw -1590327.302662 + Penalty 3090.292204 = -1587237.010458
  nChanged 243
		SP:Iteration 23Q (69528.300000 sec): 3 clusters
  Score: Raw -1590446.415317 + Penalty 3090.292204 = -1587356.123113
  nChanged 243
		SP:Iteration 24Q (69528.520000 sec): 3 clusters
  Score: Raw -1590580.022559 + Penalty 3090.292204 = -1587489.730355
  nChanged 219
		SP:Iteration 25Q (69528.790000 sec): 3 clusters
  Score: Raw -1590693.165217 + Penalty 3090.292204 = -1587602.873013
  nChanged 229
		SP:Iteration 26Q (69528.990000 sec): 3 clusters
  Score: Raw -1590813.583140 + Penalty 3090.292204 = -1587723.290937
  nChanged 180
		SP:Iteration 27Q (69529.240000 sec): 3 clusters
  Score: Raw -1590913.499335 + Penalty 3090.292204 = -1587823.207132
  nChanged 165
		SP:Iteration 28Q (69529.440000 sec): 3 clusters
  Score: Raw -1590998.355384 + Penalty 3090.292204 = -1587908.063181
  nChanged 125
		SP:Iteration 29Q (69529.710000 sec): 3 clusters
  Score: Raw -1591069.773126 + Penalty 3090.292204 = -1587979.480923
  nChanged 120
		SP:Iteration 30Q (69529.950000 sec): 3 clusters
  Score: Raw -1591138.262822 + Penalty 3090.292204 = -1588047.970619
  nChanged 116
		SP:Iteration 31Q (69530.160000 sec): 3 clusters
  Score: Raw -1591199.917190 + Penalty 3090.292204 = -1588109.624986
  nChanged 109
		SP:Iteration 32Q (69530.380000 sec): 3 clusters
  Score: Raw -1591256.948232 + Penalty 3090.292204 = -1588166.656028
  nChanged 89
		SP:Iteration 33Q (69530.640000 sec): 3 clusters
  Score: Raw -1591304.695863 + Penalty 3090.292204 = -1588214.403660
  nChanged 78
		SP:Iteration 34Q (69530.830000 sec): 3 clusters
  Score: Raw -1591347.477238 + Penalty 3090.292204 = -1588257.185034
  nChanged 67
		SP:Iteration 35Q (69531.090000 sec): 3 clusters
  Score: Raw -1591390.378500 + Penalty 3090.292204 = -1588300.086297
  nChanged 62
		SP:Iteration 36Q (69531.340000 sec): 3 clusters
  Score: Raw -1591424.878317 + Penalty 3090.292204 = -1588334.586113
  nChanged 50
		SP:Iteration 37Q (69531.560000 sec): 3 clusters
  Score: Raw -1591448.005513 + Penalty 3090.292204 = -1588357.713310
  nChanged 38
		SP:Iteration 38Q (69531.780000 sec): 3 clusters
  Score: Raw -1591465.067754 + Penalty 3090.292204 = -1588374.775550
  nChanged 33
		SP:Iteration 39Q (69531.990000 sec): 3 clusters
  Score: Raw -1591481.224397 + Penalty 3090.292204 = -1588390.932193
  nChanged 23
		SP:Iteration 40F (69532.240000 sec): 3 clusters
  Score: Raw -1591493.498862 + Penalty 3090.292204 = -1588403.206659
  nChanged 25
		SP:Iteration 41Q (69532.460000 sec): 3 clusters
  Score: Raw -1591509.497965 + Penalty 3090.292204 = -1588419.205762
  nChanged 19
		SP:Iteration 42Q (69532.690000 sec): 3 clusters
  Score: Raw -1591519.395831 + Penalty 3090.292204 = -1588429.103627
  nChanged 13
		SP:Iteration 43Q (69532.920000 sec): 3 clusters
  Score: Raw -1591524.518656 + Penalty 3090.292204 = -1588434.226452
  nChanged 12
		SP:Iteration 44Q (69533.140000 sec): 3 clusters
  Score: Raw -1591529.445602 + Penalty 3090.292204 = -1588439.153399
  nChanged 6
		SP:Iteration 45Q (69533.380000 sec): 3 clusters
  Score: Raw -1591532.368796 + Penalty 3090.292204 = -1588442.076592
  nChanged 8
		SP:Iteration 46Q (69533.590000 sec): 3 clusters
  Score: Raw -1591536.186707 + Penalty 3090.292204 = -1588445.894503
  nChanged 3
		SP:Iteration 47Q (69533.820000 sec): 3 clusters
  Score: Raw -1591538.428091 + Penalty 3090.292204 = -1588448.135887
  nChanged 4
		SP:Iteration 48Q (69534.030000 sec): 3 clusters
  Score: Raw -1591539.893698 + Penalty 3090.292204 = -1588449.601494
  nChanged 5
		SP:Iteration 49Q (69534.270000 sec): 3 clusters
  Score: Raw -1591541.213331 + Penalty 3090.292204 = -1588450.921127
  nChanged 2
		SP:Iteration 50Q (69534.510000 sec): 3 clusters
  Score: Raw -1591541.858193 + Penalty 3090.292204 = -1588451.565989
  nChanged 4
		SP:Iteration 51Q (69534.720000 sec): 3 clusters
  Score: Raw -1591543.736252 + Penalty 3090.292204 = -1588453.444048
  nChanged 4
		SP:Iteration 52Q (69535.000000 sec): 3 clusters
  Score: Raw -1591545.689825 + Penalty 3090.292204 = -1588455.397621
  nChanged 1
		SP:Iteration 53Q (69535.170000 sec): 3 clusters
  Score: Raw -1591546.793194 + Penalty 3090.292204 = -1588456.500990
  nChanged 3
		SP:Iteration 54Q (69535.450000 sec): 3 clusters
  Score: Raw -1591547.771675 + Penalty 3090.292204 = -1588457.479472
  nChanged 3
		SP:Iteration 55Q (69535.640000 sec): 3 clusters
  Score: Raw -1591548.693612 + Penalty 3090.292204 = -1588458.401408
  nChanged 3
		SP:Iteration 56Q (69535.910000 sec): 3 clusters
  Score: Raw -1591549.539256 + Penalty 3090.292204 = -1588459.247053
  nChanged 1
		SP:Iteration 57Q (69536.120000 sec): 3 clusters
  Score: Raw -1591549.828708 + Penalty 3090.292204 = -1588459.536504
  nChanged 0
		SP:Iteration 58F (69536.350000 sec): 3 clusters
  Score: Raw -1591549.828708 + Penalty 3090.292204 = -1588459.536504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (23245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69536.560000 sec): 2 clusters
  Score: Raw -2701729.192520 + Penalty 1633.749867 = -2700095.442653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69536.830000 sec): 3 clusters
  Score: Raw -2687687.180724 + Penalty 3267.499734 = -2684419.680991
  nChanged 10508
		SP:Iteration 1F (69537.120000 sec): 3 clusters
  Score: Raw -2693791.562790 + Penalty 3267.499734 = -2690524.063056
  nChanged 1382
		SP:Iteration 2F (69537.380000 sec): 3 clusters
  Score: Raw -2694460.666380 + Penalty 3267.499734 = -2691193.166647
  nChanged 1372
		SP:Iteration 3F (69537.650000 sec): 3 clusters
  Score: Raw -2695205.162606 + Penalty 3267.499734 = -2691937.662872
  nChanged 1437
		SP:Iteration 4F (69537.960000 sec): 3 clusters
  Score: Raw -2696093.746185 + Penalty 3267.499734 = -2692826.246451
  nChanged 1459
		SP:Iteration 5F (69538.290000 sec): 3 clusters
  Score: Raw -2697107.079793 + Penalty 3267.499734 = -2693839.580059
  nChanged 1501
		SP:Iteration 6F (69538.580000 sec): 3 clusters
  Score: Raw -2698280.978924 + Penalty 3267.499734 = -2695013.479190
  nChanged 1455
		SP:Iteration 7F (69538.850000 sec): 3 clusters
  Score: Raw -2699489.271345 + Penalty 3267.499734 = -2696221.771611
  nChanged 1173
		SP:Iteration 8F (69539.180000 sec): 3 clusters
  Score: Raw -2700463.478178 + Penalty 3267.499734 = -2697195.978444
  nChanged 826
		SP:Iteration 9Q (69539.430000 sec): 3 clusters
  Score: Raw -2701146.106743 + Penalty 3267.499734 = -2697878.607010
  nChanged 511
		SP:Iteration 10Q (69539.750000 sec): 3 clusters
  Score: Raw -2701577.724560 + Penalty 3267.499734 = -2698310.224826
  nChanged 287
		SP:Iteration 11Q (69540.030000 sec): 3 clusters
  Score: Raw -2701830.326838 + Penalty 3267.499734 = -2698562.827104
  nChanged 151
		SP:Iteration 12Q (69540.250000 sec): 3 clusters
  Score: Raw -2701982.757015 + Penalty 3267.499734 = -2698715.257281
  nChanged 70
		SP:Iteration 13Q (69540.570000 sec): 3 clusters
  Score: Raw -2702046.859611 + Penalty 3267.499734 = -2698779.359877
  nChanged 45
		SP:Iteration 14Q (69540.800000 sec): 3 clusters
  Score: Raw -2702093.104787 + Penalty 3267.499734 = -2698825.605053
  nChanged 24
		SP:Iteration 15Q (69541.090000 sec): 3 clusters
  Score: Raw -2702120.401289 + Penalty 3267.499734 = -2698852.901556
  nChanged 17
		SP:Iteration 16Q (69541.350000 sec): 3 clusters
  Score: Raw -2702138.733714 + Penalty 3267.499734 = -2698871.233980
  nChanged 14
		SP:Iteration 17Q (69541.610000 sec): 3 clusters
  Score: Raw -2702152.291186 + Penalty 3267.499734 = -2698884.791452
  nChanged 16
		SP:Iteration 18Q (69541.870000 sec): 3 clusters
  Score: Raw -2702164.523188 + Penalty 3267.499734 = -2698897.023455
  nChanged 9
		SP:Iteration 19Q (69542.160000 sec): 3 clusters
  Score: Raw -2702171.849652 + Penalty 3267.499734 = -2698904.349918
  nChanged 2
		SP:Iteration 20F (69542.370000 sec): 3 clusters
  Score: Raw -2702173.921805 + Penalty 3267.499734 = -2698906.422072
  nChanged 2
		SP:Iteration 21Q (69542.640000 sec): 3 clusters
  Score: Raw -2702175.254576 + Penalty 3267.499734 = -2698907.754843
  nChanged 0
		SP:Iteration 22F (69542.930000 sec): 3 clusters
  Score: Raw -2702175.254576 + Penalty 3267.499734 = -2698907.754843
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (135399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69543.740000 sec): 2 clusters
  Score: Raw -16583455.312032 + Penalty 1920.096954 = -16581535.215078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69544.530000 sec): 3 clusters
  Score: Raw -16494410.832853 + Penalty 3840.193908 = -16490570.638945
  nChanged 65298
		SP:Iteration 1F (69545.330000 sec): 3 clusters
  Score: Raw -16532225.159176 + Penalty 3840.193908 = -16528384.965269
  nChanged 3865
		SP:Iteration 2Q (69546.160000 sec): 3 clusters
  Score: Raw -16533100.799740 + Penalty 3840.193908 = -16529260.605833
  nChanged 4444
		SP:Iteration 3Q (69547.030000 sec): 3 clusters
  Score: Raw -16534388.319507 + Penalty 3840.193908 = -16530548.125600
  nChanged 5721
		SP:Iteration 4Q (69547.920000 sec): 3 clusters
  Score: Raw -16536564.060364 + Penalty 3840.193908 = -16532723.866456
  nChanged 7387
		SP:Iteration 5F (69548.760000 sec): 3 clusters
  Score: Raw -16540250.240063 + Penalty 3840.193908 = -16536410.046155
  nChanged 9265
		SP:Iteration 6F (69549.580000 sec): 3 clusters
  Score: Raw -16545666.351149 + Penalty 3840.193908 = -16541826.157242
  nChanged 10020
		SP:Iteration 7F (69550.460000 sec): 3 clusters
  Score: Raw -16551862.667484 + Penalty 3840.193908 = -16548022.473576
  nChanged 9193
		SP:Iteration 8F (69551.280000 sec): 3 clusters
  Score: Raw -16557186.129514 + Penalty 3840.193908 = -16553345.935606
  nChanged 7533
		SP:Iteration 9F (69552.140000 sec): 3 clusters
  Score: Raw -16561071.528941 + Penalty 3840.193908 = -16557231.335033
  nChanged 5950
		SP:Iteration 10Q (69553.000000 sec): 3 clusters
  Score: Raw -16564164.116928 + Penalty 3840.193908 = -16560323.923021
  nChanged 5347
		SP:Iteration 11Q (69553.840000 sec): 3 clusters
  Score: Raw -16567288.667301 + Penalty 3840.193908 = -16563448.473394
  nChanged 5224
		SP:Iteration 12Q (69554.760000 sec): 3 clusters
  Score: Raw -16570804.564551 + Penalty 3840.193908 = -16566964.370643
  nChanged 5045
		SP:Iteration 13Q (69555.620000 sec): 3 clusters
  Score: Raw -16574661.732640 + Penalty 3840.193908 = -16570821.538733
  nChanged 4277
		SP:Iteration 14Q (69556.480000 sec): 3 clusters
  Score: Raw -16578169.021886 + Penalty 3840.193908 = -16574328.827978
  nChanged 3119
		SP:Iteration 15Q (69557.370000 sec): 3 clusters
  Score: Raw -16580778.660733 + Penalty 3840.193908 = -16576938.466825
  nChanged 1909
		SP:Iteration 16Q (69558.120000 sec): 3 clusters
  Score: Raw -16582299.874346 + Penalty 3840.193908 = -16578459.680438
  nChanged 1008
		SP:Iteration 17Q (69558.960000 sec): 3 clusters
  Score: Raw -16583049.841440 + Penalty 3840.193908 = -16579209.647532
  nChanged 478
		SP:Iteration 18Q (69559.810000 sec): 3 clusters
  Score: Raw -16583406.970106 + Penalty 3840.193908 = -16579566.776198
  nChanged 265
		SP:Iteration 19Q (69560.580000 sec): 3 clusters
  Score: Raw -16583628.115723 + Penalty 3840.193908 = -16579787.921816
  nChanged 149
		SP:Iteration 20F (69561.420000 sec): 3 clusters
  Score: Raw -16583756.422002 + Penalty 3840.193908 = -16579916.228095
  nChanged 83
		SP:Iteration 21Q (69562.280000 sec): 3 clusters
  Score: Raw -16583811.637422 + Penalty 3840.193908 = -16579971.443515
  nChanged 50
		SP:Iteration 22Q (69563.130000 sec): 3 clusters
  Score: Raw -16583837.125454 + Penalty 3840.193908 = -16579996.931547
  nChanged 37
		SP:Iteration 23Q (69564.020000 sec): 3 clusters
  Score: Raw -16583862.647138 + Penalty 3840.193908 = -16580022.453230
  nChanged 34
		SP:Iteration 24Q (69564.840000 sec): 3 clusters
  Score: Raw -16583884.938068 + Penalty 3840.193908 = -16580044.744160
  nChanged 27
		SP:Iteration 25Q (69565.620000 sec): 3 clusters
  Score: Raw -16583903.494638 + Penalty 3840.193908 = -16580063.300730
  nChanged 31
		SP:Iteration 26Q (69566.430000 sec): 3 clusters
  Score: Raw -16583923.423101 + Penalty 3840.193908 = -16580083.229194
  nChanged 24
		SP:Iteration 27Q (69567.290000 sec): 3 clusters
  Score: Raw -16583937.217910 + Penalty 3840.193908 = -16580097.024003
  nChanged 24
		SP:Iteration 28Q (69568.120000 sec): 3 clusters
  Score: Raw -16583949.585628 + Penalty 3840.193908 = -16580109.391721
  nChanged 18
		SP:Iteration 29Q (69568.950000 sec): 3 clusters
  Score: Raw -16583959.467349 + Penalty 3840.193908 = -16580119.273442
  nChanged 16
		SP:Iteration 30Q (69569.750000 sec): 3 clusters
  Score: Raw -16583972.363649 + Penalty 3840.193908 = -16580132.169742
  nChanged 17
		SP:Iteration 31Q (69570.570000 sec): 3 clusters
  Score: Raw -16583981.438649 + Penalty 3840.193908 = -16580141.244741
  nChanged 14
		SP:Iteration 32Q (69571.350000 sec): 3 clusters
  Score: Raw -16583989.566607 + Penalty 3840.193908 = -16580149.372699
  nChanged 9
		SP:Iteration 33Q (69572.180000 sec): 3 clusters
  Score: Raw -16583993.992645 + Penalty 3840.193908 = -16580153.798738
  nChanged 7
		SP:Iteration 34Q (69573.070000 sec): 3 clusters
  Score: Raw -16583998.265806 + Penalty 3840.193908 = -16580158.071898
  nChanged 9
		SP:Iteration 35Q (69573.830000 sec): 3 clusters
  Score: Raw -16584002.916437 + Penalty 3840.193908 = -16580162.722529
  nChanged 8
		SP:Iteration 36Q (69574.630000 sec): 3 clusters
  Score: Raw -16584006.018493 + Penalty 3840.193908 = -16580165.824586
  nChanged 4
		SP:Iteration 37Q (69575.330000 sec): 3 clusters
  Score: Raw -16584007.663707 + Penalty 3840.193908 = -16580167.469799
  nChanged 9
		SP:Iteration 38Q (69576.140000 sec): 3 clusters
  Score: Raw -16584014.444285 + Penalty 3840.193908 = -16580174.250378
  nChanged 9
		SP:Iteration 39Q (69576.930000 sec): 3 clusters
  Score: Raw -16584020.957673 + Penalty 3840.193908 = -16580180.763766
  nChanged 11
		SP:Iteration 40F (69577.750000 sec): 3 clusters
  Score: Raw -16584028.765077 + Penalty 3840.193908 = -16580188.571169
  nChanged 13
		SP:Iteration 41Q (69578.580000 sec): 3 clusters
  Score: Raw -16584037.301190 + Penalty 3840.193908 = -16580197.107282
  nChanged 7
		SP:Iteration 42Q (69579.440000 sec): 3 clusters
  Score: Raw -16584041.612357 + Penalty 3840.193908 = -16580201.418450
  nChanged 7
		SP:Iteration 43Q (69580.320000 sec): 3 clusters
  Score: Raw -16584045.009814 + Penalty 3840.193908 = -16580204.815906
  nChanged 6
		SP:Iteration 44Q (69581.150000 sec): 3 clusters
  Score: Raw -16584047.189156 + Penalty 3840.193908 = -16580206.995249
  nChanged 1
		SP:Iteration 45Q (69582.010000 sec): 3 clusters
  Score: Raw -16584047.557142 + Penalty 3840.193908 = -16580207.363234
  nChanged 0
		SP:Iteration 46F (69582.840000 sec): 3 clusters
  Score: Raw -16584047.557142 + Penalty 3840.193908 = -16580207.363234
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (6583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69583.070000 sec): 2 clusters
  Score: Raw -759700.023036 + Penalty 1428.739950 = -758271.283085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69583.290000 sec): 3 clusters
  Score: Raw -756185.145458 + Penalty 2857.479900 = -753327.665557
  nChanged 2736
		SP:Iteration 1F (69583.470000 sec): 3 clusters
  Score: Raw -757796.729320 + Penalty 2857.479900 = -754939.249419
  nChanged 532
		SP:Iteration 2F (69583.690000 sec): 3 clusters
  Score: Raw -758293.803912 + Penalty 2857.479900 = -755436.324011
  nChanged 579
		SP:Iteration 3F (69583.870000 sec): 3 clusters
  Score: Raw -758882.712543 + Penalty 2857.479900 = -756025.232643
  nChanged 539
		SP:Iteration 4F (69584.080000 sec): 3 clusters
  Score: Raw -759451.303186 + Penalty 2857.479900 = -756593.823286
  nChanged 482
		SP:Iteration 5F (69584.320000 sec): 3 clusters
  Score: Raw -759975.657710 + Penalty 2857.479900 = -757118.177810
  nChanged 388
		SP:Iteration 6F (69584.520000 sec): 3 clusters
  Score: Raw -760483.864640 + Penalty 2857.479900 = -757626.384740
  nChanged 330
		SP:Iteration 7F (69584.700000 sec): 3 clusters
  Score: Raw -760919.422692 + Penalty 2857.479900 = -758061.942791
  nChanged 271
		SP:Iteration 8Q (69584.940000 sec): 3 clusters
  Score: Raw -761159.148425 + Penalty 2857.479900 = -758301.668525
  nChanged 190
		SP:Iteration 9Q (69585.130000 sec): 3 clusters
  Score: Raw -761318.990945 + Penalty 2857.479900 = -758461.511045
  nChanged 154
		SP:Iteration 10Q (69585.300000 sec): 3 clusters
  Score: Raw -761450.014951 + Penalty 2857.479900 = -758592.535051
  nChanged 135
		SP:Iteration 11Q (69585.510000 sec): 3 clusters
  Score: Raw -761588.298193 + Penalty 2857.479900 = -758730.818293
  nChanged 144
		SP:Iteration 12Q (69585.670000 sec): 3 clusters
  Score: Raw -761770.841211 + Penalty 2857.479900 = -758913.361310
  nChanged 170
		SP:Iteration 13Q (69585.890000 sec): 3 clusters
  Score: Raw -762044.680332 + Penalty 2857.479900 = -759187.200431
  nChanged 185
		SP:Iteration 14Q (69586.060000 sec): 3 clusters
  Score: Raw -762374.505202 + Penalty 2857.479900 = -759517.025301
  nChanged 178
		SP:Iteration 15Q (69586.250000 sec): 3 clusters
  Score: Raw -762633.398898 + Penalty 2857.479900 = -759775.918997
  nChanged 125
		SP:Iteration 16Q (69586.440000 sec): 3 clusters
  Score: Raw -762774.237229 + Penalty 2857.479900 = -759916.757329
  nChanged 96
		SP:Iteration 17Q (69586.610000 sec): 3 clusters
  Score: Raw -762906.011178 + Penalty 2857.479900 = -760048.531277
  nChanged 89
		SP:Iteration 18Q (69586.840000 sec): 3 clusters
  Score: Raw -763044.492865 + Penalty 2857.479900 = -760187.012964
  nChanged 83
		SP:Iteration 19Q (69587.050000 sec): 3 clusters
  Score: Raw -763170.276659 + Penalty 2857.479900 = -760312.796759
  nChanged 73
		SP:Iteration 20F (69587.210000 sec): 3 clusters
  Score: Raw -763255.497090 + Penalty 2857.479900 = -760398.017189
  nChanged 58
		SP:Iteration 21Q (69587.430000 sec): 3 clusters
  Score: Raw -763296.297824 + Penalty 2857.479900 = -760438.817924
  nChanged 30
		SP:Iteration 22Q (69587.640000 sec): 3 clusters
  Score: Raw -763308.237906 + Penalty 2857.479900 = -760450.758006
  nChanged 18
		SP:Iteration 23Q (69587.830000 sec): 3 clusters
  Score: Raw -763319.269455 + Penalty 2857.479900 = -760461.789555
  nChanged 19
		SP:Iteration 24Q (69588.050000 sec): 3 clusters
  Score: Raw -763351.661430 + Penalty 2857.479900 = -760494.181529
  nChanged 18
		SP:Iteration 25Q (69588.210000 sec): 3 clusters
  Score: Raw -763365.555247 + Penalty 2857.479900 = -760508.075347
  nChanged 12
		SP:Iteration 26Q (69588.410000 sec): 3 clusters
  Score: Raw -763373.752593 + Penalty 2857.479900 = -760516.272693
  nChanged 10
		SP:Iteration 27Q (69588.600000 sec): 3 clusters
  Score: Raw -763379.225810 + Penalty 2857.479900 = -760521.745910
  nChanged 8
		SP:Iteration 28Q (69588.820000 sec): 3 clusters
  Score: Raw -763381.552414 + Penalty 2857.479900 = -760524.072514
  nChanged 4
		SP:Iteration 29Q (69589.000000 sec): 3 clusters
  Score: Raw -763382.319520 + Penalty 2857.479900 = -760524.839620
  nChanged 2
		SP:Iteration 30Q (69589.190000 sec): 3 clusters
  Score: Raw -763382.656580 + Penalty 2857.479900 = -760525.176679
  nChanged 1
		SP:Iteration 31Q (69589.350000 sec): 3 clusters
  Score: Raw -763382.927872 + Penalty 2857.479900 = -760525.447972
  nChanged 0
		SP:Iteration 32F (69589.560000 sec): 3 clusters
  Score: Raw -763382.927872 + Penalty 2857.479900 = -760525.447972
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (11161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69589.690000 sec): 2 clusters
  Score: Raw -1309345.418613 + Penalty 1514.529386 = -1307830.889227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69589.920000 sec): 3 clusters
  Score: Raw -1302998.281233 + Penalty 3029.058772 = -1299969.222460
  nChanged 4796
		SP:Iteration 1F (69590.170000 sec): 3 clusters
  Score: Raw -1305729.507905 + Penalty 3029.058772 = -1302700.449133
  nChanged 765
		SP:Iteration 2F (69590.380000 sec): 3 clusters
  Score: Raw -1306231.600175 + Penalty 3029.058772 = -1303202.541402
  nChanged 824
		SP:Iteration 3F (69590.610000 sec): 3 clusters
  Score: Raw -1306883.385047 + Penalty 3029.058772 = -1303854.326274
  nChanged 889
		SP:Iteration 4F (69590.830000 sec): 3 clusters
  Score: Raw -1307794.053763 + Penalty 3029.058772 = -1304764.994990
  nChanged 941
		SP:Iteration 5F (69591.060000 sec): 3 clusters
  Score: Raw -1308754.502653 + Penalty 3029.058772 = -1305725.443881
  nChanged 838
		SP:Iteration 6F (69591.290000 sec): 3 clusters
  Score: Raw -1309540.029315 + Penalty 3029.058772 = -1306510.970543
  nChanged 635
		SP:Iteration 7F (69591.500000 sec): 3 clusters
  Score: Raw -1310091.217646 + Penalty 3029.058772 = -1307062.158874
  nChanged 478
		SP:Iteration 8Q (69591.690000 sec): 3 clusters
  Score: Raw -1310468.374240 + Penalty 3029.058772 = -1307439.315468
  nChanged 377
		SP:Iteration 9Q (69591.910000 sec): 3 clusters
  Score: Raw -1310732.378223 + Penalty 3029.058772 = -1307703.319451
  nChanged 288
		SP:Iteration 10Q (69592.130000 sec): 3 clusters
  Score: Raw -1310916.108219 + Penalty 3029.058772 = -1307887.049447
  nChanged 234
		SP:Iteration 11Q (69592.370000 sec): 3 clusters
  Score: Raw -1311049.846701 + Penalty 3029.058772 = -1308020.787929
  nChanged 196
		SP:Iteration 12Q (69592.550000 sec): 3 clusters
  Score: Raw -1311141.294594 + Penalty 3029.058772 = -1308112.235822
  nChanged 145
		SP:Iteration 13Q (69592.760000 sec): 3 clusters
  Score: Raw -1311209.037519 + Penalty 3029.058772 = -1308179.978747
  nChanged 131
		SP:Iteration 14Q (69593.000000 sec): 3 clusters
  Score: Raw -1311264.701196 + Penalty 3029.058772 = -1308235.642423
  nChanged 119
		SP:Iteration 15Q (69593.230000 sec): 3 clusters
  Score: Raw -1311316.795270 + Penalty 3029.058772 = -1308287.736498
  nChanged 101
		SP:Iteration 16Q (69593.420000 sec): 3 clusters
  Score: Raw -1311356.845182 + Penalty 3029.058772 = -1308327.786410
  nChanged 88
		SP:Iteration 17Q (69593.600000 sec): 3 clusters
  Score: Raw -1311392.010660 + Penalty 3029.058772 = -1308362.951888
  nChanged 72
		SP:Iteration 18Q (69593.820000 sec): 3 clusters
  Score: Raw -1311415.221229 + Penalty 3029.058772 = -1308386.162456
  nChanged 56
		SP:Iteration 19Q (69594.030000 sec): 3 clusters
  Score: Raw -1311428.761246 + Penalty 3029.058772 = -1308399.702474
  nChanged 38
		SP:Iteration 20F (69594.280000 sec): 3 clusters
  Score: Raw -1311442.088071 + Penalty 3029.058772 = -1308413.029298
  nChanged 48
		SP:Iteration 21Q (69594.500000 sec): 3 clusters
  Score: Raw -1311456.122040 + Penalty 3029.058772 = -1308427.063268
  nChanged 35
		SP:Iteration 22Q (69594.720000 sec): 3 clusters
  Score: Raw -1311466.114641 + Penalty 3029.058772 = -1308437.055868
  nChanged 32
		SP:Iteration 23Q (69594.940000 sec): 3 clusters
  Score: Raw -1311477.842882 + Penalty 3029.058772 = -1308448.784110
  nChanged 41
		SP:Iteration 24Q (69595.180000 sec): 3 clusters
  Score: Raw -1311491.381307 + Penalty 3029.058772 = -1308462.322535
  nChanged 39
		SP:Iteration 25Q (69595.360000 sec): 3 clusters
  Score: Raw -1311504.112321 + Penalty 3029.058772 = -1308475.053549
  nChanged 29
		SP:Iteration 26Q (69595.570000 sec): 3 clusters
  Score: Raw -1311511.025020 + Penalty 3029.058772 = -1308481.966248
  nChanged 28
		SP:Iteration 27Q (69595.800000 sec): 3 clusters
  Score: Raw -1311516.287161 + Penalty 3029.058772 = -1308487.228389
  nChanged 26
		SP:Iteration 28Q (69596.030000 sec): 3 clusters
  Score: Raw -1311521.870027 + Penalty 3029.058772 = -1308492.811254
  nChanged 19
		SP:Iteration 29Q (69596.240000 sec): 3 clusters
  Score: Raw -1311525.351657 + Penalty 3029.058772 = -1308496.292885
  nChanged 19
		SP:Iteration 30Q (69596.430000 sec): 3 clusters
  Score: Raw -1311528.780476 + Penalty 3029.058772 = -1308499.721704
  nChanged 12
		SP:Iteration 31Q (69596.660000 sec): 3 clusters
  Score: Raw -1311531.299202 + Penalty 3029.058772 = -1308502.240430
  nChanged 8
		SP:Iteration 32Q (69596.910000 sec): 3 clusters
  Score: Raw -1311532.452641 + Penalty 3029.058772 = -1308503.393868
  nChanged 4
		SP:Iteration 33Q (69597.150000 sec): 3 clusters
  Score: Raw -1311533.078910 + Penalty 3029.058772 = -1308504.020138
  nChanged 7
		SP:Iteration 34Q (69597.360000 sec): 3 clusters
  Score: Raw -1311534.121593 + Penalty 3029.058772 = -1308505.062821
  nChanged 6
		SP:Iteration 35Q (69597.570000 sec): 3 clusters
  Score: Raw -1311534.837518 + Penalty 3029.058772 = -1308505.778746
  nChanged 7
		SP:Iteration 36Q (69597.810000 sec): 3 clusters
  Score: Raw -1311535.441245 + Penalty 3029.058772 = -1308506.382473
  nChanged 5
		SP:Iteration 37Q (69598.010000 sec): 3 clusters
  Score: Raw -1311535.947343 + Penalty 3029.058772 = -1308506.888571
  nChanged 3
		SP:Iteration 38Q (69598.220000 sec): 3 clusters
  Score: Raw -1311536.387087 + Penalty 3029.058772 = -1308507.328315
  nChanged 6
		SP:Iteration 39Q (69598.470000 sec): 3 clusters
  Score: Raw -1311536.874121 + Penalty 3029.058772 = -1308507.815348
  nChanged 4
		SP:Iteration 40F (69598.690000 sec): 3 clusters
  Score: Raw -1311537.244418 + Penalty 3029.058772 = -1308508.185646
  nChanged 6
		SP:Iteration 41Q (69598.880000 sec): 3 clusters
  Score: Raw -1311537.677647 + Penalty 3029.058772 = -1308508.618875
  nChanged 2
		SP:Iteration 42Q (69599.130000 sec): 3 clusters
  Score: Raw -1311537.890903 + Penalty 3029.058772 = -1308508.832130
  nChanged 1
		SP:Iteration 43Q (69599.330000 sec): 3 clusters
  Score: Raw -1311538.026181 + Penalty 3029.058772 = -1308508.967409
  nChanged 0
		SP:Iteration 44F (69599.550000 sec): 3 clusters
  Score: Raw -1311538.026181 + Penalty 3029.058772 = -1308508.967409
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69599.670000 sec): 2 clusters
  Score: Raw -94363.877926 + Penalty 1090.657814 = -93273.220111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69599.850000 sec): 3 clusters
  Score: Raw -94142.306310 + Penalty 2181.315628 = -91960.990682
  nChanged 227
		SP:Iteration 1F (69600.020000 sec): 3 clusters
  Score: Raw -94473.234650 + Penalty 2181.315628 = -92291.919022
  nChanged 73
		SP:Iteration 2F (69600.200000 sec): 3 clusters
  Score: Raw -94616.519397 + Penalty 2181.315628 = -92435.203768
  nChanged 58
		SP:Iteration 3F (69600.390000 sec): 3 clusters
  Score: Raw -94741.200234 + Penalty 2181.315628 = -92559.884606
  nChanged 44
		SP:Iteration 4F (69600.570000 sec): 3 clusters
  Score: Raw -94802.096125 + Penalty 2181.315628 = -92620.780496
  nChanged 16
		SP:Iteration 5Q (69600.780000 sec): 3 clusters
  Score: Raw -94813.841482 + Penalty 2181.315628 = -92632.525854
  nChanged 6
		SP:Iteration 6Q (69600.910000 sec): 3 clusters
  Score: Raw -94820.579179 + Penalty 2181.315628 = -92639.263550
  nChanged 4
		SP:Iteration 7Q (69601.090000 sec): 3 clusters
  Score: Raw -94823.977510 + Penalty 2181.315628 = -92642.661882
  nChanged 4
		SP:Iteration 8Q (69601.250000 sec): 3 clusters
  Score: Raw -94828.089809 + Penalty 2181.315628 = -92646.774180
  nChanged 0
		SP:Iteration 9F (69601.420000 sec): 3 clusters
  Score: Raw -94828.089809 + Penalty 2181.315628 = -92646.774180
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69601.510000 sec): 2 clusters
  Score: Raw -38170.281145 + Penalty 958.287503 = -37211.993642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69601.670000 sec): 3 clusters
  Score: Raw -38221.277028 + Penalty 1916.575007 = -36304.702021
  nChanged 72
		SP:Iteration 1F (69601.840000 sec): 3 clusters
  Score: Raw -38451.693143 + Penalty 1916.575007 = -36535.118136
  nChanged 30
		SP:Iteration 2F (69602.030000 sec): 3 clusters
  Score: Raw -38613.326163 + Penalty 1916.575007 = -36696.751156
  nChanged 18
		SP:Iteration 3Q (69602.240000 sec): 3 clusters
  Score: Raw -38718.982968 + Penalty 1916.575007 = -36802.407961
  nChanged 15
		SP:Iteration 4Q (69602.400000 sec): 3 clusters
  Score: Raw -38764.495388 + Penalty 1916.575007 = -36847.920381
  nChanged 6
		SP:Iteration 5Q (69602.580000 sec): 3 clusters
  Score: Raw -38787.480218 + Penalty 1916.575007 = -36870.905211
  nChanged 3
		SP:Iteration 6Q (69602.770000 sec): 3 clusters
  Score: Raw -38794.841930 + Penalty 1916.575007 = -36878.266923
  nChanged 1
		SP:Iteration 7Q (69602.910000 sec): 3 clusters
  Score: Raw -38799.171111 + Penalty 1916.575007 = -36882.596104
  nChanged 0
		SP:Iteration 8F (69603.130000 sec): 3 clusters
  Score: Raw -38799.171111 + Penalty 1916.575007 = -36882.596104
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (16577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69603.290000 sec): 2 clusters
  Score: Raw -1948468.020009 + Penalty 1578.812864 = -1946889.207145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69603.560000 sec): 3 clusters
  Score: Raw -1938692.569662 + Penalty 3157.625728 = -1935534.943934
  nChanged 7375
		SP:Iteration 1F (69603.820000 sec): 3 clusters
  Score: Raw -1943066.072395 + Penalty 3157.625728 = -1939908.446667
  nChanged 1183
		SP:Iteration 2F (69604.070000 sec): 3 clusters
  Score: Raw -1943999.186186 + Penalty 3157.625728 = -1940841.560458
  nChanged 1392
		SP:Iteration 3F (69604.320000 sec): 3 clusters
  Score: Raw -1945571.421365 + Penalty 3157.625728 = -1942413.795637
  nChanged 1605
		SP:Iteration 4F (69604.520000 sec): 3 clusters
  Score: Raw -1948024.043829 + Penalty 3157.625728 = -1944866.418101
  nChanged 1559
		SP:Iteration 5F (69604.770000 sec): 3 clusters
  Score: Raw -1950771.376165 + Penalty 3157.625728 = -1947613.750436
  nChanged 1261
		SP:Iteration 6F (69605.030000 sec): 3 clusters
  Score: Raw -1952785.766663 + Penalty 3157.625728 = -1949628.140935
  nChanged 888
		SP:Iteration 7F (69605.260000 sec): 3 clusters
  Score: Raw -1954078.113026 + Penalty 3157.625728 = -1950920.487298
  nChanged 664
		SP:Iteration 8Q (69605.510000 sec): 3 clusters
  Score: Raw -1955047.280339 + Penalty 3157.625728 = -1951889.654611
  nChanged 444
		SP:Iteration 9Q (69605.770000 sec): 3 clusters
  Score: Raw -1955617.160455 + Penalty 3157.625728 = -1952459.534727
  nChanged 309
		SP:Iteration 10Q (69606.010000 sec): 3 clusters
  Score: Raw -1955946.264464 + Penalty 3157.625728 = -1952788.638736
  nChanged 226
		SP:Iteration 11Q (69606.250000 sec): 3 clusters
  Score: Raw -1956107.456311 + Penalty 3157.625728 = -1952949.830583
  nChanged 158
		SP:Iteration 12Q (69606.510000 sec): 3 clusters
  Score: Raw -1956179.146913 + Penalty 3157.625728 = -1953021.521185
  nChanged 94
		SP:Iteration 13Q (69606.800000 sec): 3 clusters
  Score: Raw -1956208.351315 + Penalty 3157.625728 = -1953050.725587
  nChanged 53
		SP:Iteration 14Q (69607.060000 sec): 3 clusters
  Score: Raw -1956218.373613 + Penalty 3157.625728 = -1953060.747884
  nChanged 33
		SP:Iteration 15Q (69607.330000 sec): 3 clusters
  Score: Raw -1956222.822920 + Penalty 3157.625728 = -1953065.197192
  nChanged 25
		SP:Iteration 16Q (69607.540000 sec): 3 clusters
  Score: Raw -1956226.519890 + Penalty 3157.625728 = -1953068.894162
  nChanged 18
		SP:Iteration 17Q (69607.790000 sec): 3 clusters
  Score: Raw -1956228.771571 + Penalty 3157.625728 = -1953071.145843
  nChanged 15
		SP:Iteration 18Q (69608.030000 sec): 3 clusters
  Score: Raw -1956230.432111 + Penalty 3157.625728 = -1953072.806382
  nChanged 13
		SP:Iteration 19Q (69608.290000 sec): 3 clusters
  Score: Raw -1956231.507163 + Penalty 3157.625728 = -1953073.881435
  nChanged 8
		SP:Iteration 20F (69608.530000 sec): 3 clusters
  Score: Raw -1956232.149700 + Penalty 3157.625728 = -1953074.523972
  nChanged 4
		SP:Iteration 21Q (69608.790000 sec): 3 clusters
  Score: Raw -1956232.476038 + Penalty 3157.625728 = -1953074.850310
  nChanged 4
		SP:Iteration 22Q (69609.040000 sec): 3 clusters
  Score: Raw -1956232.866449 + Penalty 3157.625728 = -1953075.240720
  nChanged 4
		SP:Iteration 23Q (69609.290000 sec): 3 clusters
  Score: Raw -1956233.250373 + Penalty 3157.625728 = -1953075.624645
  nChanged 3
		SP:Iteration 24Q (69609.550000 sec): 3 clusters
  Score: Raw -1956233.429873 + Penalty 3157.625728 = -1953075.804145
  nChanged 1
		SP:Iteration 25Q (69609.770000 sec): 3 clusters
  Score: Raw -1956233.475978 + Penalty 3157.625728 = -1953075.850249
  nChanged 0
		SP:Iteration 26F (69610.070000 sec): 3 clusters
  Score: Raw -1956233.475978 + Penalty 3157.625728 = -1953075.850249
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (7137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69610.180000 sec): 2 clusters
  Score: Raw -836436.562427 + Penalty 1441.870267 = -834994.692160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69610.360000 sec): 3 clusters
  Score: Raw -832595.403131 + Penalty 2883.740535 = -829711.662596
  nChanged 2942
		SP:Iteration 1F (69610.600000 sec): 3 clusters
  Score: Raw -834218.200784 + Penalty 2883.740535 = -831334.460250
  nChanged 489
		SP:Iteration 2F (69610.790000 sec): 3 clusters
  Score: Raw -834452.410297 + Penalty 2883.740535 = -831568.669762
  nChanged 370
		SP:Iteration 3F (69610.980000 sec): 3 clusters
  Score: Raw -834661.233931 + Penalty 2883.740535 = -831777.493397
  nChanged 364
		SP:Iteration 4F (69611.190000 sec): 3 clusters
  Score: Raw -834868.222626 + Penalty 2883.740535 = -831984.482091
  nChanged 312
		SP:Iteration 5Q (69611.400000 sec): 3 clusters
  Score: Raw -835043.967460 + Penalty 2883.740535 = -832160.226926
  nChanged 314
		SP:Iteration 6Q (69611.600000 sec): 3 clusters
  Score: Raw -835221.129225 + Penalty 2883.740535 = -832337.388690
  nChanged 269
		SP:Iteration 7Q (69611.820000 sec): 3 clusters
  Score: Raw -835372.865272 + Penalty 2883.740535 = -832489.124737
  nChanged 273
		SP:Iteration 8Q (69612.040000 sec): 3 clusters
  Score: Raw -835549.170416 + Penalty 2883.740535 = -832665.429882
  nChanged 267
		SP:Iteration 9Q (69612.220000 sec): 3 clusters
  Score: Raw -835757.148754 + Penalty 2883.740535 = -832873.408220
  nChanged 301
		SP:Iteration 10Q (69612.390000 sec): 3 clusters
  Score: Raw -836041.021393 + Penalty 2883.740535 = -833157.280858
  nChanged 320
		SP:Iteration 11Q (69612.580000 sec): 3 clusters
  Score: Raw -836329.501240 + Penalty 2883.740535 = -833445.760706
  nChanged 311
		SP:Iteration 12Q (69612.790000 sec): 3 clusters
  Score: Raw -836589.490233 + Penalty 2883.740535 = -833705.749698
  nChanged 285
		SP:Iteration 13Q (69613.000000 sec): 3 clusters
  Score: Raw -836824.619616 + Penalty 2883.740535 = -833940.879081
  nChanged 286
		SP:Iteration 14Q (69613.190000 sec): 3 clusters
  Score: Raw -837057.245250 + Penalty 2883.740535 = -834173.504715
  nChanged 236
		SP:Iteration 15Q (69613.400000 sec): 3 clusters
  Score: Raw -837224.152389 + Penalty 2883.740535 = -834340.411854
  nChanged 212
		SP:Iteration 16Q (69613.600000 sec): 3 clusters
  Score: Raw -837352.640940 + Penalty 2883.740535 = -834468.900406
  nChanged 191
		SP:Iteration 17Q (69613.840000 sec): 3 clusters
  Score: Raw -837472.861002 + Penalty 2883.740535 = -834589.120467
  nChanged 176
		SP:Iteration 18Q (69614.020000 sec): 3 clusters
  Score: Raw -837574.589505 + Penalty 2883.740535 = -834690.848970
  nChanged 153
		SP:Iteration 19Q (69614.220000 sec): 3 clusters
  Score: Raw -837681.845418 + Penalty 2883.740535 = -834798.104884
  nChanged 166
		SP:Iteration 20F (69614.450000 sec): 3 clusters
  Score: Raw -837812.051841 + Penalty 2883.740535 = -834928.311306
  nChanged 180
		SP:Iteration 21Q (69614.660000 sec): 3 clusters
  Score: Raw -837967.578505 + Penalty 2883.740535 = -835083.837971
  nChanged 204
		SP:Iteration 22Q (69614.870000 sec): 3 clusters
  Score: Raw -838210.995877 + Penalty 2883.740535 = -835327.255343
  nChanged 182
		SP:Iteration 23Q (69615.030000 sec): 3 clusters
  Score: Raw -838438.941667 + Penalty 2883.740535 = -835555.201132
  nChanged 154
		SP:Iteration 24Q (69615.250000 sec): 3 clusters
  Score: Raw -838587.169750 + Penalty 2883.740535 = -835703.429215
  nChanged 108
		SP:Iteration 25Q (69615.440000 sec): 3 clusters
  Score: Raw -838640.327349 + Penalty 2883.740535 = -835756.586814
  nChanged 55
		SP:Iteration 26Q (69615.680000 sec): 3 clusters
  Score: Raw -838667.486366 + Penalty 2883.740535 = -835783.745831
  nChanged 32
		SP:Iteration 27Q (69615.870000 sec): 3 clusters
  Score: Raw -838674.980563 + Penalty 2883.740535 = -835791.240028
  nChanged 11
		SP:Iteration 28Q (69616.050000 sec): 3 clusters
  Score: Raw -838676.486093 + Penalty 2883.740535 = -835792.745559
  nChanged 9
		SP:Iteration 29Q (69616.250000 sec): 3 clusters
  Score: Raw -838677.723913 + Penalty 2883.740535 = -835793.983378
  nChanged 5
		SP:Iteration 30Q (69616.440000 sec): 3 clusters
  Score: Raw -838678.576768 + Penalty 2883.740535 = -835794.836233
  nChanged 2
		SP:Iteration 31Q (69616.670000 sec): 3 clusters
  Score: Raw -838678.812638 + Penalty 2883.740535 = -835795.072104
  nChanged 1
		SP:Iteration 32Q (69616.860000 sec): 3 clusters
  Score: Raw -838678.980646 + Penalty 2883.740535 = -835795.240111
  nChanged 0
		SP:Iteration 33F (69617.080000 sec): 3 clusters
  Score: Raw -838678.980646 + Penalty 2883.740535 = -835795.240111
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (3154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69617.190000 sec): 2 clusters
  Score: Raw -350139.291778 + Penalty 1309.169350 = -348830.122428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69617.380000 sec): 3 clusters
  Score: Raw -348730.571776 + Penalty 2618.338699 = -346112.233076
  nChanged 1230
		SP:Iteration 1F (69617.570000 sec): 3 clusters
  Score: Raw -349819.883803 + Penalty 2618.338699 = -347201.545104
  nChanged 366
		SP:Iteration 2F (69617.710000 sec): 3 clusters
  Score: Raw -350417.707908 + Penalty 2618.338699 = -347799.369209
  nChanged 315
		SP:Iteration 3F (69617.910000 sec): 3 clusters
  Score: Raw -350911.018254 + Penalty 2618.338699 = -348292.679554
  nChanged 283
		SP:Iteration 4F (69618.100000 sec): 3 clusters
  Score: Raw -351381.955751 + Penalty 2618.338699 = -348763.617052
  nChanged 234
		SP:Iteration 5F (69618.270000 sec): 3 clusters
  Score: Raw -351737.191139 + Penalty 2618.338699 = -349118.852440
  nChanged 149
		SP:Iteration 6Q (69618.450000 sec): 3 clusters
  Score: Raw -351911.896071 + Penalty 2618.338699 = -349293.557372
  nChanged 89
		SP:Iteration 7Q (69618.600000 sec): 3 clusters
  Score: Raw -351988.481840 + Penalty 2618.338699 = -349370.143140
  nChanged 47
		SP:Iteration 8Q (69618.820000 sec): 3 clusters
  Score: Raw -352021.245144 + Penalty 2618.338699 = -349402.906445
  nChanged 33
		SP:Iteration 9Q (69619.000000 sec): 3 clusters
  Score: Raw -352037.866389 + Penalty 2618.338699 = -349419.527689
  nChanged 14
		SP:Iteration 10Q (69619.170000 sec): 3 clusters
  Score: Raw -352049.466427 + Penalty 2618.338699 = -349431.127728
  nChanged 17
		SP:Iteration 11Q (69619.360000 sec): 3 clusters
  Score: Raw -352061.847577 + Penalty 2618.338699 = -349443.508877
  nChanged 13
		SP:Iteration 12Q (69619.550000 sec): 3 clusters
  Score: Raw -352072.190138 + Penalty 2618.338699 = -349453.851438
  nChanged 14
		SP:Iteration 13Q (69619.730000 sec): 3 clusters
  Score: Raw -352081.693938 + Penalty 2618.338699 = -349463.355238
  nChanged 14
		SP:Iteration 14Q (69619.890000 sec): 3 clusters
  Score: Raw -352089.044814 + Penalty 2618.338699 = -349470.706115
  nChanged 9
		SP:Iteration 15Q (69620.070000 sec): 3 clusters
  Score: Raw -352092.755467 + Penalty 2618.338699 = -349474.416767
  nChanged 4
		SP:Iteration 16Q (69620.290000 sec): 3 clusters
  Score: Raw -352094.565085 + Penalty 2618.338699 = -349476.226386
  nChanged 5
		SP:Iteration 17Q (69620.450000 sec): 3 clusters
  Score: Raw -352095.818190 + Penalty 2618.338699 = -349477.479490
  nChanged 3
		SP:Iteration 18Q (69620.700000 sec): 3 clusters
  Score: Raw -352097.644951 + Penalty 2618.338699 = -349479.306252
  nChanged 5
		SP:Iteration 19Q (69620.880000 sec): 3 clusters
  Score: Raw -352100.427054 + Penalty 2618.338699 = -349482.088355
  nChanged 5
		SP:Iteration 20F (69621.070000 sec): 3 clusters
  Score: Raw -352103.992857 + Penalty 2618.338699 = -349485.654157
  nChanged 9
		SP:Iteration 21Q (69621.270000 sec): 3 clusters
  Score: Raw -352111.574458 + Penalty 2618.338699 = -349493.235758
  nChanged 11
		SP:Iteration 22Q (69621.420000 sec): 3 clusters
  Score: Raw -352122.576829 + Penalty 2618.338699 = -349504.238129
  nChanged 11
		SP:Iteration 23Q (69621.610000 sec): 3 clusters
  Score: Raw -352129.536253 + Penalty 2618.338699 = -349511.197554
  nChanged 10
		SP:Iteration 24Q (69621.780000 sec): 3 clusters
  Score: Raw -352136.740538 + Penalty 2618.338699 = -349518.401839
  nChanged 10
		SP:Iteration 25Q (69622.000000 sec): 3 clusters
  Score: Raw -352141.939663 + Penalty 2618.338699 = -349523.600963
  nChanged 7
		SP:Iteration 26Q (69622.160000 sec): 3 clusters
  Score: Raw -352144.437727 + Penalty 2618.338699 = -349526.099028
  nChanged 5
		SP:Iteration 27Q (69622.320000 sec): 3 clusters
  Score: Raw -352146.006702 + Penalty 2618.338699 = -349527.668003
  nChanged 4
		SP:Iteration 28Q (69622.480000 sec): 3 clusters
  Score: Raw -352147.087580 + Penalty 2618.338699 = -349528.748880
  nChanged 4
		SP:Iteration 29Q (69622.680000 sec): 3 clusters
  Score: Raw -352148.451503 + Penalty 2618.338699 = -349530.112803
  nChanged 6
		SP:Iteration 30Q (69622.840000 sec): 3 clusters
  Score: Raw -352150.330434 + Penalty 2618.338699 = -349531.991735
  nChanged 6
		SP:Iteration 31Q (69623.020000 sec): 3 clusters
  Score: Raw -352152.061751 + Penalty 2618.338699 = -349533.723051
  nChanged 3
		SP:Iteration 32Q (69623.200000 sec): 3 clusters
  Score: Raw -352152.883243 + Penalty 2618.338699 = -349534.544544
  nChanged 0
		SP:Iteration 33F (69623.350000 sec): 3 clusters
  Score: Raw -352152.883243 + Penalty 2618.338699 = -349534.544544
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Iteration 99Q (69748.690000 sec): 98 clusters
  Score: Raw -106140299.603381 + Penalty 216278.230434 = -105924021.372948
  nChanged 10976
Iteration 100F (69927.740000 sec): 98 clusters
  Score: Raw -106149897.450583 + Penalty 216278.230434 = -105933619.220149
  nChanged 9573
Iteration 101Q (70049.740000 sec): 98 clusters
  Score: Raw -106154573.918727 + Penalty 216278.230434 = -105938295.688293
  nChanged 6066
Iteration 102Q (70175.300000 sec): 98 clusters
  Score: Raw -106157090.105488 + Penalty 216278.230434 = -105940811.875054
  nChanged 4874
Iteration 103Q (70313.700000 sec): 98 clusters
  Score: Raw -106158816.044124 + Penalty 216278.230434 = -105942537.813690
  nChanged 4167
Iteration 104Q (70518.240000 sec): 98 clusters
  Score: Raw -106160253.910840 + Penalty 216278.230434 = -105943975.680406
  nChanged 3726
Iteration 105Q (70724.940000 sec): 98 clusters
  Score: Raw -106161408.360689 + Penalty 216278.230434 = -105945130.130255
  nChanged 3501
Iteration 106Q (70865.740000 sec): 98 clusters
  Score: Raw -106162415.435532 + Penalty 216278.230434 = -105946137.205098
  nChanged 3252
Iteration 107Q (71006.390000 sec): 98 clusters
  Score: Raw -106163341.819793 + Penalty 216278.230434 = -105947063.589360
  nChanged 3083
Iteration 108Q (71194.560000 sec): 98 clusters
  Score: Raw -106164230.959679 + Penalty 216278.230434 = -105947952.729245
  nChanged 2895
Iteration 109Q (71396.280000 sec): 98 clusters
  Score: Raw -106165046.131017 + Penalty 216278.230434 = -105948767.900583
  nChanged 2687
Iteration 110Q (71613.820000 sec): 98 clusters
  Score: Raw -106165733.201422 + Penalty 216278.230434 = -105949454.970989
  nChanged 2459
Deleting Class 48 (1540 points): Lose 2217.294171 but Gain 2229.672479
Iteration 111Q (71831.280000 sec): 97 clusters
  Score: Raw -106164057.002244 + Penalty 214048.557955 = -105950008.444289
  nChanged 3848
Iteration 112Q (72051.160000 sec): 97 clusters
  Score: Raw -106166193.309980 + Penalty 214048.557955 = -105952144.752025
  nChanged 2469
Iteration 113Q (72266.060000 sec): 97 clusters
  Score: Raw -106166656.036774 + Penalty 214048.557955 = -105952607.478819
  nChanged 2327
Iteration 114Q (72484.850000 sec): 97 clusters
  Score: Raw -106167071.095946 + Penalty 214048.557955 = -105953022.537991
  nChanged 2145
Iteration 115Q (72625.690000 sec): 97 clusters
  Score: Raw -106167418.402156 + Penalty 214048.557955 = -105953369.844201
  nChanged 1970
Iteration 116Q (72735.400000 sec): 97 clusters
  Score: Raw -106167731.114605 + Penalty 214048.557955 = -105953682.556650
  nChanged 1891
Iteration 117Q (72882.530000 sec): 97 clusters
  Score: Raw -106167997.622161 + Penalty 214048.557955 = -105953949.064206
  nChanged 1733
Iteration 118Q (73102.310000 sec): 97 clusters
  Score: Raw -106168228.449646 + Penalty 214048.557955 = -105954179.891691
  nChanged 1619
Iteration 119Q (73309.580000 sec): 97 clusters
  Score: Raw -106168429.571789 + Penalty 214048.557955 = -105954381.013834
  nChanged 1520
Iteration 120F (73582.780000 sec): 97 clusters
  Score: Raw -106168767.204277 + Penalty 214048.557955 = -105954718.646322
  nChanged 1610
Iteration 121Q (73798.800000 sec): 97 clusters
  Score: Raw -106169132.147738 + Penalty 214048.557955 = -105955083.589783
  nChanged 1468
Iteration 122Q (74004.320000 sec): 97 clusters
  Score: Raw -106169366.132636 + Penalty 214048.557955 = -105955317.574681
  nChanged 1364
Iteration 123Q (74214.330000 sec): 97 clusters
  Score: Raw -106169560.240749 + Penalty 214048.557955 = -105955511.682795
  nChanged 1302
Iteration 124Q (74421.140000 sec): 97 clusters
  Score: Raw -106169730.153901 + Penalty 214048.557955 = -105955681.595946
  nChanged 1173
Iteration 125Q (74625.010000 sec): 97 clusters
  Score: Raw -106169863.793470 + Penalty 214048.557955 = -105955815.235515
  nChanged 1103
Iteration 126Q (74833.560000 sec): 97 clusters
  Score: Raw -106169979.103004 + Penalty 214048.557955 = -105955930.545049
  nChanged 991
Iteration 127Q (75048.050000 sec): 97 clusters
  Score: Raw -106170076.495625 + Penalty 214048.557955 = -105956027.937670
  nChanged 929
Iteration 128Q (75266.520000 sec): 97 clusters
  Score: Raw -106170164.685800 + Penalty 214048.557955 = -105956116.127845
  nChanged 844
Iteration 129Q (75482.040000 sec): 97 clusters
  Score: Raw -106170252.505847 + Penalty 214048.557955 = -105956203.947892
  nChanged 759
Iteration 130Q (75665.090000 sec): 97 clusters
  Score: Raw -106170313.267343 + Penalty 214048.557955 = -105956264.709388
  nChanged 724
Iteration 131Q (75837.730000 sec): 97 clusters
  Score: Raw -106170370.159650 + Penalty 214048.557955 = -105956321.601695
  nChanged 659
Iteration 132Q (76029.590000 sec): 97 clusters
  Score: Raw -106170419.690835 + Penalty 214048.557955 = -105956371.132880
  nChanged 584
Iteration 133Q (76221.770000 sec): 97 clusters
  Score: Raw -106170469.196389 + Penalty 214048.557955 = -105956420.638435
  nChanged 564
Iteration 134Q (76432.700000 sec): 97 clusters
  Score: Raw -106170536.587394 + Penalty 214048.557955 = -105956488.029439
  nChanged 564
Iteration 135Q (76646.240000 sec): 97 clusters
  Score: Raw -106170650.551960 + Penalty 214048.557955 = -105956601.994005
  nChanged 586
Iteration 136Q (76853.910000 sec): 97 clusters
  Score: Raw -106170848.138715 + Penalty 214048.557955 = -105956799.580760
  nChanged 667
Iteration 137Q (77066.420000 sec): 97 clusters
  Score: Raw -106171114.612439 + Penalty 214048.557955 = -105957066.054484
  nChanged 751
Iteration 138Q (77262.880000 sec): 97 clusters
  Score: Raw -106171273.804810 + Penalty 214048.557955 = -105957225.246855
  nChanged 672
Writing temp clu file 
Because OldScore, -105957066.054484, is greater than current (better) Score,-105957225.246855 
 Compute initial score before splitting:   Score: Raw -106171273.804810 + Penalty 214048.557955 = -105957225.246855
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77263.260000 sec): 2 clusters
  Score: Raw -24198.143012 + Penalty 931.667957 = -23266.475054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77263.340000 sec): 3 clusters
  Score: Raw -24352.582131 + Penalty 1863.335915 = -22489.246216
  nChanged 86
		SP:Iteration 1F (77263.400000 sec): 3 clusters
  Score: Raw -24622.735420 + Penalty 1863.335915 = -22759.399505
  nChanged 21
		SP:Iteration 2F (77263.430000 sec): 3 clusters
  Score: Raw -24686.819834 + Penalty 1863.335915 = -22823.483919
  nChanged 7
		SP:Iteration 3Q (77263.460000 sec): 3 clusters
  Score: Raw -24731.090985 + Penalty 1863.335915 = -22867.755070
  nChanged 3
		SP:Iteration 4Q (77263.490000 sec): 3 clusters
  Score: Raw -24735.149035 + Penalty 1863.335915 = -22871.813120
  nChanged 0
		SP:Iteration 5F (77263.520000 sec): 3 clusters
  Score: Raw -24735.149035 + Penalty 1863.335915 = -22871.813120
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 2 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77263.640000 sec): 2 clusters
  Score: Raw -97975.859268 + Penalty 1094.757131 = -96881.102137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77263.840000 sec): 3 clusters
  Score: Raw -97772.001938 + Penalty 2189.514261 = -95582.487676
  nChanged 240
		SP:Iteration 1F (77264.000000 sec): 3 clusters
  Score: Raw -98033.687872 + Penalty 2189.514261 = -95844.173611
  nChanged 60
		SP:Iteration 2F (77264.150000 sec): 3 clusters
  Score: Raw -98125.871411 + Penalty 2189.514261 = -95936.357149
  nChanged 50
		SP:Iteration 3F (77264.280000 sec): 3 clusters
  Score: Raw -98221.564115 + Penalty 2189.514261 = -96032.049853
  nChanged 52
		SP:Iteration 4F (77264.290000 sec): 3 clusters
  Score: Raw -98318.711240 + Penalty 2189.514261 = -96129.196979
  nChanged 48
		SP:Iteration 5F (77264.330000 sec): 3 clusters
  Score: Raw -98419.919434 + Penalty 2189.514261 = -96230.405173
  nChanged 30
		SP:Iteration 6Q (77264.350000 sec): 3 clusters
  Score: Raw -98479.159330 + Penalty 2189.514261 = -96289.645069
  nChanged 21
		SP:Iteration 7Q (77264.450000 sec): 3 clusters
  Score: Raw -98516.577839 + Penalty 2189.514261 = -96327.063577
  nChanged 13
		SP:Iteration 8Q (77264.610000 sec): 3 clusters
  Score: Raw -98538.455995 + Penalty 2189.514261 = -96348.941733
  nChanged 7
		SP:Iteration 9Q (77264.750000 sec): 3 clusters
  Score: Raw -98545.081572 + Penalty 2189.514261 = -96355.567310
  nChanged 2
		SP:Iteration 10Q (77264.910000 sec): 3 clusters
  Score: Raw -98546.398631 + Penalty 2189.514261 = -96356.884370
  nChanged 0
		SP:Iteration 11F (77265.080000 sec): 3 clusters
  Score: Raw -98546.398631 + Penalty 2189.514261 = -96356.884370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 3 (1878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77265.300000 sec): 2 clusters
  Score: Raw -182642.057765 + Penalty 1224.918932 = -181417.138833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77265.480000 sec): 3 clusters
  Score: Raw -181882.625087 + Penalty 2449.837864 = -179432.787222
  nChanged 696
		SP:Iteration 1F (77265.650000 sec): 3 clusters
  Score: Raw -182830.705188 + Penalty 2449.837864 = -180380.867323
  nChanged 249
		SP:Iteration 2F (77265.790000 sec): 3 clusters
  Score: Raw -183491.154328 + Penalty 2449.837864 = -181041.316464
  nChanged 190
		SP:Iteration 3F (77265.910000 sec): 3 clusters
  Score: Raw -183959.404993 + Penalty 2449.837864 = -181509.567128
  nChanged 121
		SP:Iteration 4F (77266.040000 sec): 3 clusters
  Score: Raw -184217.605855 + Penalty 2449.837864 = -181767.767990
  nChanged 87
		SP:Iteration 5Q (77266.200000 sec): 3 clusters
  Score: Raw -184328.150706 + Penalty 2449.837864 = -181878.312841
  nChanged 63
		SP:Iteration 6Q (77266.370000 sec): 3 clusters
  Score: Raw -184422.961598 + Penalty 2449.837864 = -181973.123734
  nChanged 63
		SP:Iteration 7Q (77266.490000 sec): 3 clusters
  Score: Raw -184503.673539 + Penalty 2449.837864 = -182053.835674
  nChanged 37
		SP:Iteration 8Q (77266.600000 sec): 3 clusters
  Score: Raw -184542.962834 + Penalty 2449.837864 = -182093.124970
  nChanged 29
		SP:Iteration 9Q (77266.740000 sec): 3 clusters
  Score: Raw -184574.919514 + Penalty 2449.837864 = -182125.081649
  nChanged 20
		SP:Iteration 10Q (77266.900000 sec): 3 clusters
  Score: Raw -184590.096900 + Penalty 2449.837864 = -182140.259036
  nChanged 19
		SP:Iteration 11Q (77267.010000 sec): 3 clusters
  Score: Raw -184606.444098 + Penalty 2449.837864 = -182156.606234
  nChanged 10
		SP:Iteration 12Q (77267.150000 sec): 3 clusters
  Score: Raw -184615.111927 + Penalty 2449.837864 = -182165.274063
  nChanged 9
		SP:Iteration 13Q (77267.250000 sec): 3 clusters
  Score: Raw -184620.779670 + Penalty 2449.837864 = -182170.941806
  nChanged 6
		SP:Iteration 14Q (77267.380000 sec): 3 clusters
  Score: Raw -184626.922469 + Penalty 2449.837864 = -182177.084604
  nChanged 2
		SP:Iteration 15Q (77267.530000 sec): 3 clusters
  Score: Raw -184627.750966 + Penalty 2449.837864 = -182177.913102
  nChanged 0
		SP:Iteration 16F (77267.680000 sec): 3 clusters
  Score: Raw -184627.750966 + Penalty 2449.837864 = -182177.913102
  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 6.54 GB.

 Trying to split cluster 4 (1752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77267.800000 sec): 2 clusters
  Score: Raw -196591.276722 + Penalty 1213.633407 = -195377.643316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77268.000000 sec): 3 clusters
  Score: Raw -195865.449990 + Penalty 2427.266813 = -193438.183177
  nChanged 600
		SP:Iteration 1F (77268.110000 sec): 3 clusters
  Score: Raw -196393.701826 + Penalty 2427.266813 = -193966.435012
  nChanged 169
		SP:Iteration 2F (77268.210000 sec): 3 clusters
  Score: Raw -196601.012722 + Penalty 2427.266813 = -194173.745909
  nChanged 107
		SP:Iteration 3F (77268.320000 sec): 3 clusters
  Score: Raw -196679.923939 + Penalty 2427.266813 = -194252.657126
  nChanged 51
		SP:Iteration 4Q (77268.440000 sec): 3 clusters
  Score: Raw -196723.841375 + Penalty 2427.266813 = -194296.574561
  nChanged 48
		SP:Iteration 5Q (77268.560000 sec): 3 clusters
  Score: Raw -196774.154412 + Penalty 2427.266813 = -194346.887599
  nChanged 46
		SP:Iteration 6Q (77268.670000 sec): 3 clusters
  Score: Raw -196830.467647 + Penalty 2427.266813 = -194403.200834
  nChanged 53
		SP:Iteration 7Q (77268.780000 sec): 3 clusters
  Score: Raw -196892.723779 + Penalty 2427.266813 = -194465.456966
  nChanged 52
		SP:Iteration 8Q (77268.900000 sec): 3 clusters
  Score: Raw -196954.417385 + Penalty 2427.266813 = -194527.150572
  nChanged 54
		SP:Iteration 9Q (77269.020000 sec): 3 clusters
  Score: Raw -197007.566233 + Penalty 2427.266813 = -194580.299419
  nChanged 30
		SP:Iteration 10Q (77269.140000 sec): 3 clusters
  Score: Raw -197030.039029 + Penalty 2427.266813 = -194602.772216
  nChanged 27
		SP:Iteration 11Q (77269.260000 sec): 3 clusters
  Score: Raw -197054.908447 + Penalty 2427.266813 = -194627.641634
  nChanged 27
		SP:Iteration 12Q (77269.430000 sec): 3 clusters
  Score: Raw -197082.661184 + Penalty 2427.266813 = -194655.394371
  nChanged 19
		SP:Iteration 13Q (77269.570000 sec): 3 clusters
  Score: Raw -197101.880179 + Penalty 2427.266813 = -194674.613365
  nChanged 24
		SP:Iteration 14Q (77269.720000 sec): 3 clusters
  Score: Raw -197118.774563 + Penalty 2427.266813 = -194691.507750
  nChanged 20
		SP:Iteration 15Q (77269.830000 sec): 3 clusters
  Score: Raw -197134.292403 + Penalty 2427.266813 = -194707.025590
  nChanged 17
		SP:Iteration 16Q (77269.920000 sec): 3 clusters
  Score: Raw -197145.861614 + Penalty 2427.266813 = -194718.594801
  nChanged 12
		SP:Iteration 17Q (77270.080000 sec): 3 clusters
  Score: Raw -197150.426684 + Penalty 2427.266813 = -194723.159871
  nChanged 5
		SP:Iteration 18Q (77270.210000 sec): 3 clusters
  Score: Raw -197153.482862 + Penalty 2427.266813 = -194726.216049
  nChanged 3
		SP:Iteration 19Q (77270.320000 sec): 3 clusters
  Score: Raw -197155.003021 + Penalty 2427.266813 = -194727.736208
  nChanged 3
		SP:Iteration 20F (77270.440000 sec): 3 clusters
  Score: Raw -197156.301542 + Penalty 2427.266813 = -194729.034729
  nChanged 2
		SP:Iteration 21Q (77270.570000 sec): 3 clusters
  Score: Raw -197157.381731 + Penalty 2427.266813 = -194730.114918
  nChanged 1
		SP:Iteration 22Q (77270.710000 sec): 3 clusters
  Score: Raw -197158.210525 + Penalty 2427.266813 = -194730.943711
  nChanged 0
		SP:Iteration 23F (77270.840000 sec): 3 clusters
  Score: Raw -197158.210525 + Penalty 2427.266813 = -194730.943711
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 5 (16633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77271.170000 sec): 2 clusters
  Score: Raw -2077106.939967 + Penalty 1579.360892 = -2075527.579075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77271.440000 sec): 3 clusters
  Score: Raw -2067202.860994 + Penalty 3158.721785 = -2064044.139209
  nChanged 7462
		SP:Iteration 1F (77271.720000 sec): 3 clusters
  Score: Raw -2071294.706099 + Penalty 3158.721785 = -2068135.984314
  nChanged 880
		SP:Iteration 2F (77271.920000 sec): 3 clusters
  Score: Raw -2071620.406683 + Penalty 3158.721785 = -2068461.684899
  nChanged 791
		SP:Iteration 3Q (77272.110000 sec): 3 clusters
  Score: Raw -2071943.896212 + Penalty 3158.721785 = -2068785.174428
  nChanged 864
		SP:Iteration 4F (77272.400000 sec): 3 clusters
  Score: Raw -2072350.489131 + Penalty 3158.721785 = -2069191.767346
  nChanged 929
		SP:Iteration 5F (77272.620000 sec): 3 clusters
  Score: Raw -2072882.384556 + Penalty 3158.721785 = -2069723.662771
  nChanged 1018
		SP:Iteration 6F (77272.850000 sec): 3 clusters
  Score: Raw -2073588.858641 + Penalty 3158.721785 = -2070430.136856
  nChanged 1101
		SP:Iteration 7F (77273.110000 sec): 3 clusters
  Score: Raw -2074432.485447 + Penalty 3158.721785 = -2071273.763662
  nChanged 1044
		SP:Iteration 8F (77273.310000 sec): 3 clusters
  Score: Raw -2075270.158691 + Penalty 3158.721785 = -2072111.436906
  nChanged 829
		SP:Iteration 9Q (77273.560000 sec): 3 clusters
  Score: Raw -2075954.200660 + Penalty 3158.721785 = -2072795.478875
  nChanged 610
		SP:Iteration 10Q (77273.790000 sec): 3 clusters
  Score: Raw -2076452.918376 + Penalty 3158.721785 = -2073294.196591
  nChanged 392
		SP:Iteration 11Q (77274.040000 sec): 3 clusters
  Score: Raw -2076765.431886 + Penalty 3158.721785 = -2073606.710101
  nChanged 240
		SP:Iteration 12Q (77274.250000 sec): 3 clusters
  Score: Raw -2076957.450136 + Penalty 3158.721785 = -2073798.728351
  nChanged 138
		SP:Iteration 13Q (77274.490000 sec): 3 clusters
  Score: Raw -2077073.787820 + Penalty 3158.721785 = -2073915.066036
  nChanged 82
		SP:Iteration 14Q (77274.770000 sec): 3 clusters
  Score: Raw -2077142.972885 + Penalty 3158.721785 = -2073984.251100
  nChanged 56
		SP:Iteration 15Q (77274.970000 sec): 3 clusters
  Score: Raw -2077186.966100 + Penalty 3158.721785 = -2074028.244316
  nChanged 34
		SP:Iteration 16Q (77275.220000 sec): 3 clusters
  Score: Raw -2077224.955038 + Penalty 3158.721785 = -2074066.233253
  nChanged 30
		SP:Iteration 17Q (77275.430000 sec): 3 clusters
  Score: Raw -2077257.035095 + Penalty 3158.721785 = -2074098.313310
  nChanged 14
		SP:Iteration 18Q (77275.690000 sec): 3 clusters
  Score: Raw -2077270.961109 + Penalty 3158.721785 = -2074112.239324
  nChanged 8
		SP:Iteration 19Q (77275.890000 sec): 3 clusters
  Score: Raw -2077276.816603 + Penalty 3158.721785 = -2074118.094818
  nChanged 3
		SP:Iteration 20F (77276.150000 sec): 3 clusters
  Score: Raw -2077280.433373 + Penalty 3158.721785 = -2074121.711588
  nChanged 7
		SP:Iteration 21Q (77276.400000 sec): 3 clusters
  Score: Raw -2077286.481846 + Penalty 3158.721785 = -2074127.760061
  nChanged 5
		SP:Iteration 22Q (77276.580000 sec): 3 clusters
  Score: Raw -2077290.904227 + Penalty 3158.721785 = -2074132.182442
  nChanged 4
		SP:Iteration 23Q (77276.790000 sec): 3 clusters
  Score: Raw -2077294.449286 + Penalty 3158.721785 = -2074135.727502
  nChanged 3
		SP:Iteration 24Q (77277.030000 sec): 3 clusters
  Score: Raw -2077295.830381 + Penalty 3158.721785 = -2074137.108596
  nChanged 3
		SP:Iteration 25Q (77277.250000 sec): 3 clusters
  Score: Raw -2077298.948762 + Penalty 3158.721785 = -2074140.226978
  nChanged 2
		SP:Iteration 26Q (77277.510000 sec): 3 clusters
  Score: Raw -2077301.473469 + Penalty 3158.721785 = -2074142.751684
  nChanged 5
		SP:Iteration 27Q (77277.710000 sec): 3 clusters
  Score: Raw -2077306.239161 + Penalty 3158.721785 = -2074147.517376
  nChanged 2
		SP:Iteration 28Q (77277.960000 sec): 3 clusters
  Score: Raw -2077309.216363 + Penalty 3158.721785 = -2074150.494579
  nChanged 5
		SP:Iteration 29Q (77278.230000 sec): 3 clusters
  Score: Raw -2077316.365617 + Penalty 3158.721785 = -2074157.643832
  nChanged 3
		SP:Iteration 30Q (77278.440000 sec): 3 clusters
  Score: Raw -2077325.091003 + Penalty 3158.721785 = -2074166.369218
  nChanged 3
		SP:Iteration 31Q (77278.660000 sec): 3 clusters
  Score: Raw -2077327.974171 + Penalty 3158.721785 = -2074169.252387
  nChanged 2
		SP:Iteration 32Q (77278.880000 sec): 3 clusters
  Score: Raw -2077329.756202 + Penalty 3158.721785 = -2074171.034417
  nChanged 0
		SP:Iteration 33F (77279.120000 sec): 3 clusters
  Score: Raw -2077329.756202 + Penalty 3158.721785 = -2074171.034417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77279.200000 sec): 2 clusters
  Score: Raw -76002.237079 + Penalty 1059.840080 = -74942.396999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77279.400000 sec): 3 clusters
  Score: Raw -75848.476242 + Penalty 2119.680159 = -73728.796082
  nChanged 172
		SP:Iteration 1F (77279.490000 sec): 3 clusters
  Score: Raw -76079.248187 + Penalty 2119.680159 = -73959.568027
  nChanged 58
		SP:Iteration 2F (77279.640000 sec): 3 clusters
  Score: Raw -76189.501316 + Penalty 2119.680159 = -74069.821156
  nChanged 40
		SP:Iteration 3F (77279.830000 sec): 3 clusters
  Score: Raw -76282.565802 + Penalty 2119.680159 = -74162.885642
  nChanged 34
		SP:Iteration 4Q (77279.990000 sec): 3 clusters
  Score: Raw -76365.347725 + Penalty 2119.680159 = -74245.667565
  nChanged 26
		SP:Iteration 5Q (77280.120000 sec): 3 clusters
  Score: Raw -76465.851067 + Penalty 2119.680159 = -74346.170907
  nChanged 35
		SP:Iteration 6F (77280.290000 sec): 3 clusters
  Score: Raw -76597.986274 + Penalty 2119.680159 = -74478.306114
  nChanged 26
		SP:Iteration 7Q (77280.430000 sec): 3 clusters
  Score: Raw -76687.481651 + Penalty 2119.680159 = -74567.801492
  nChanged 32
		SP:Iteration 8Q (77280.540000 sec): 3 clusters
  Score: Raw -76797.904529 + Penalty 2119.680159 = -74678.224369
  nChanged 19
		SP:Iteration 9Q (77280.670000 sec): 3 clusters
  Score: Raw -76849.574050 + Penalty 2119.680159 = -74729.893890
  nChanged 16
		SP:Iteration 10Q (77280.810000 sec): 3 clusters
  Score: Raw -76885.960048 + Penalty 2119.680159 = -74766.279889
  nChanged 14
		SP:Iteration 11Q (77280.970000 sec): 3 clusters
  Score: Raw -76907.719325 + Penalty 2119.680159 = -74788.039165
  nChanged 11
		SP:Iteration 12Q (77281.110000 sec): 3 clusters
  Score: Raw -76923.845439 + Penalty 2119.680159 = -74804.165279
  nChanged 7
		SP:Iteration 13Q (77281.310000 sec): 3 clusters
  Score: Raw -76936.286549 + Penalty 2119.680159 = -74816.606389
  nChanged 1
		SP:Iteration 14Q (77281.470000 sec): 3 clusters
  Score: Raw -76936.991604 + Penalty 2119.680159 = -74817.311445
  nChanged 0
		SP:Iteration 15F (77281.650000 sec): 3 clusters
  Score: Raw -76936.991604 + Penalty 2119.680159 = -74817.311445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77281.780000 sec): 2 clusters
  Score: Raw -752658.133122 + Penalty 1436.946699 = -751221.186423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77281.960000 sec): 3 clusters
  Score: Raw -748940.096478 + Penalty 2873.893398 = -746066.203080
  nChanged 2917
		SP:Iteration 1F (77282.160000 sec): 3 clusters
  Score: Raw -750737.473542 + Penalty 2873.893398 = -747863.580144
  nChanged 621
		SP:Iteration 2F (77282.360000 sec): 3 clusters
  Score: Raw -751209.021501 + Penalty 2873.893398 = -748335.128103
  nChanged 525
		SP:Iteration 3F (77282.590000 sec): 3 clusters
  Score: Raw -751585.931562 + Penalty 2873.893398 = -748712.038164
  nChanged 439
		SP:Iteration 4F (77282.810000 sec): 3 clusters
  Score: Raw -751855.308244 + Penalty 2873.893398 = -748981.414846
  nChanged 371
		SP:Iteration 5F (77283.020000 sec): 3 clusters
  Score: Raw -752064.826487 + Penalty 2873.893398 = -749190.933089
  nChanged 280
		SP:Iteration 6Q (77283.150000 sec): 3 clusters
  Score: Raw -752203.392629 + Penalty 2873.893398 = -749329.499232
  nChanged 223
		SP:Iteration 7Q (77283.330000 sec): 3 clusters
  Score: Raw -752290.920122 + Penalty 2873.893398 = -749417.026724
  nChanged 160
		SP:Iteration 8Q (77283.530000 sec): 3 clusters
  Score: Raw -752336.799083 + Penalty 2873.893398 = -749462.905685
  nChanged 102
		SP:Iteration 9Q (77283.720000 sec): 3 clusters
  Score: Raw -752365.834165 + Penalty 2873.893398 = -749491.940767
  nChanged 81
		SP:Iteration 10Q (77283.900000 sec): 3 clusters
  Score: Raw -752387.313517 + Penalty 2873.893398 = -749513.420119
  nChanged 71
		SP:Iteration 11Q (77284.080000 sec): 3 clusters
  Score: Raw -752405.512980 + Penalty 2873.893398 = -749531.619582
  nChanged 52
		SP:Iteration 12Q (77284.270000 sec): 3 clusters
  Score: Raw -752416.329398 + Penalty 2873.893398 = -749542.436000
  nChanged 43
		SP:Iteration 13Q (77284.420000 sec): 3 clusters
  Score: Raw -752427.655198 + Penalty 2873.893398 = -749553.761800
  nChanged 42
		SP:Iteration 14Q (77284.600000 sec): 3 clusters
  Score: Raw -752436.526487 + Penalty 2873.893398 = -749562.633089
  nChanged 24
		SP:Iteration 15Q (77284.790000 sec): 3 clusters
  Score: Raw -752440.952472 + Penalty 2873.893398 = -749567.059074
  nChanged 24
		SP:Iteration 16Q (77284.950000 sec): 3 clusters
  Score: Raw -752445.771358 + Penalty 2873.893398 = -749571.877960
  nChanged 21
		SP:Iteration 17Q (77285.140000 sec): 3 clusters
  Score: Raw -752450.249484 + Penalty 2873.893398 = -749576.356086
  nChanged 24
		SP:Iteration 18Q (77285.350000 sec): 3 clusters
  Score: Raw -752455.356706 + Penalty 2873.893398 = -749581.463309
  nChanged 24
		SP:Iteration 19Q (77285.570000 sec): 3 clusters
  Score: Raw -752459.758139 + Penalty 2873.893398 = -749585.864741
  nChanged 21
		SP:Iteration 20F (77285.730000 sec): 3 clusters
  Score: Raw -752463.509996 + Penalty 2873.893398 = -749589.616598
  nChanged 22
		SP:Iteration 21Q (77285.920000 sec): 3 clusters
  Score: Raw -752465.864021 + Penalty 2873.893398 = -749591.970623
  nChanged 12
		SP:Iteration 22Q (77286.130000 sec): 3 clusters
  Score: Raw -752467.240853 + Penalty 2873.893398 = -749593.347455
  nChanged 15
		SP:Iteration 23Q (77286.340000 sec): 3 clusters
  Score: Raw -752469.215108 + Penalty 2873.893398 = -749595.321710
  nChanged 11
		SP:Iteration 24Q (77286.500000 sec): 3 clusters
  Score: Raw -752470.759127 + Penalty 2873.893398 = -749596.865729
  nChanged 6
		SP:Iteration 25Q (77286.720000 sec): 3 clusters
  Score: Raw -752471.712314 + Penalty 2873.893398 = -749597.818917
  nChanged 8
		SP:Iteration 26Q (77286.920000 sec): 3 clusters
  Score: Raw -752472.861060 + Penalty 2873.893398 = -749598.967662
  nChanged 10
		SP:Iteration 27Q (77287.100000 sec): 3 clusters
  Score: Raw -752474.719245 + Penalty 2873.893398 = -749600.825847
  nChanged 9
		SP:Iteration 28Q (77287.310000 sec): 3 clusters
  Score: Raw -752475.685223 + Penalty 2873.893398 = -749601.791825
  nChanged 4
		SP:Iteration 29Q (77287.510000 sec): 3 clusters
  Score: Raw -752476.080708 + Penalty 2873.893398 = -749602.187310
  nChanged 3
		SP:Iteration 30Q (77287.720000 sec): 3 clusters
  Score: Raw -752476.340020 + Penalty 2873.893398 = -749602.446623
  nChanged 5
		SP:Iteration 31Q (77287.930000 sec): 3 clusters
  Score: Raw -752476.748920 + Penalty 2873.893398 = -749602.855523
  nChanged 2
		SP:Iteration 32Q (77288.110000 sec): 3 clusters
  Score: Raw -752477.110934 + Penalty 2873.893398 = -749603.217537
  nChanged 4
		SP:Iteration 33Q (77288.320000 sec): 3 clusters
  Score: Raw -752477.561417 + Penalty 2873.893398 = -749603.668019
  nChanged 3
		SP:Iteration 34Q (77288.510000 sec): 3 clusters
  Score: Raw -752477.852785 + Penalty 2873.893398 = -749603.959387
  nChanged 3
		SP:Iteration 35Q (77288.740000 sec): 3 clusters
  Score: Raw -752478.211588 + Penalty 2873.893398 = -749604.318190
  nChanged 5
		SP:Iteration 36Q (77288.950000 sec): 3 clusters
  Score: Raw -752479.222126 + Penalty 2873.893398 = -749605.328729
  nChanged 4
		SP:Iteration 37Q (77289.120000 sec): 3 clusters
  Score: Raw -752479.752160 + Penalty 2873.893398 = -749605.858762
  nChanged 5
		SP:Iteration 38Q (77289.330000 sec): 3 clusters
  Score: Raw -752480.275364 + Penalty 2873.893398 = -749606.381966
  nChanged 7
		SP:Iteration 39Q (77289.540000 sec): 3 clusters
  Score: Raw -752481.440909 + Penalty 2873.893398 = -749607.547512
  nChanged 8
		SP:Iteration 40F (77289.710000 sec): 3 clusters
  Score: Raw -752482.727214 + Penalty 2873.893398 = -749608.833816
  nChanged 8
		SP:Iteration 41Q (77289.940000 sec): 3 clusters
  Score: Raw -752484.325327 + Penalty 2873.893398 = -749610.431929
  nChanged 10
		SP:Iteration 42Q (77290.160000 sec): 3 clusters
  Score: Raw -752486.456653 + Penalty 2873.893398 = -749612.563255
  nChanged 9
		SP:Iteration 43Q (77290.320000 sec): 3 clusters
  Score: Raw -752487.906321 + Penalty 2873.893398 = -749614.012923
  nChanged 12
		SP:Iteration 44Q (77290.530000 sec): 3 clusters
  Score: Raw -752489.875859 + Penalty 2873.893398 = -749615.982461
  nChanged 11
		SP:Iteration 45Q (77290.770000 sec): 3 clusters
  Score: Raw -752491.321738 + Penalty 2873.893398 = -749617.428340
  nChanged 12
		SP:Iteration 46Q (77290.970000 sec): 3 clusters
  Score: Raw -752493.006793 + Penalty 2873.893398 = -749619.113396
  nChanged 14
		SP:Iteration 47Q (77291.180000 sec): 3 clusters
  Score: Raw -752494.764729 + Penalty 2873.893398 = -749620.871331
  nChanged 15
		SP:Iteration 48Q (77291.410000 sec): 3 clusters
  Score: Raw -752497.705753 + Penalty 2873.893398 = -749623.812355
  nChanged 13
		SP:Iteration 49Q (77291.590000 sec): 3 clusters
  Score: Raw -752499.269178 + Penalty 2873.893398 = -749625.375780
  nChanged 9
		SP:Iteration 50Q (77291.810000 sec): 3 clusters
  Score: Raw -752500.385183 + Penalty 2873.893398 = -749626.491785
  nChanged 12
		SP:Iteration 51Q (77292.030000 sec): 3 clusters
  Score: Raw -752501.986956 + Penalty 2873.893398 = -749628.093558
  nChanged 10
		SP:Iteration 52Q (77292.210000 sec): 3 clusters
  Score: Raw -752503.156629 + Penalty 2873.893398 = -749629.263231
  nChanged 9
		SP:Iteration 53Q (77292.400000 sec): 3 clusters
  Score: Raw -752504.468483 + Penalty 2873.893398 = -749630.575086
  nChanged 10
		SP:Iteration 54Q (77292.590000 sec): 3 clusters
  Score: Raw -752506.558813 + Penalty 2873.893398 = -749632.665415
  nChanged 14
		SP:Iteration 55Q (77292.810000 sec): 3 clusters
  Score: Raw -752509.581981 + Penalty 2873.893398 = -749635.688583
  nChanged 21
		SP:Iteration 56Q (77293.030000 sec): 3 clusters
  Score: Raw -752513.949478 + Penalty 2873.893398 = -749640.056080
  nChanged 24
		SP:Iteration 57Q (77293.200000 sec): 3 clusters
  Score: Raw -752517.929666 + Penalty 2873.893398 = -749644.036268
  nChanged 20
		SP:Iteration 58Q (77293.420000 sec): 3 clusters
  Score: Raw -752521.556905 + Penalty 2873.893398 = -749647.663508
  nChanged 16
		SP:Iteration 59Q (77293.620000 sec): 3 clusters
  Score: Raw -752523.613685 + Penalty 2873.893398 = -749649.720287
  nChanged 10
		SP:Iteration 60F (77293.810000 sec): 3 clusters
  Score: Raw -752524.675586 + Penalty 2873.893398 = -749650.782189
  nChanged 6
		SP:Iteration 61Q (77294.030000 sec): 3 clusters
  Score: Raw -752525.337930 + Penalty 2873.893398 = -749651.444532
  nChanged 9
		SP:Iteration 62Q (77294.250000 sec): 3 clusters
  Score: Raw -752526.515591 + Penalty 2873.893398 = -749652.622193
  nChanged 5
		SP:Iteration 63Q (77294.420000 sec): 3 clusters
  Score: Raw -752527.079604 + Penalty 2873.893398 = -749653.186206
  nChanged 5
		SP:Iteration 64Q (77294.640000 sec): 3 clusters
  Score: Raw -752527.636746 + Penalty 2873.893398 = -749653.743348
  nChanged 8
		SP:Iteration 65Q (77294.810000 sec): 3 clusters
  Score: Raw -752528.262440 + Penalty 2873.893398 = -749654.369042
  nChanged 4
		SP:Iteration 66Q (77295.030000 sec): 3 clusters
  Score: Raw -752528.849333 + Penalty 2873.893398 = -749654.955935
  nChanged 7
		SP:Iteration 67Q (77295.220000 sec): 3 clusters
  Score: Raw -752529.645127 + Penalty 2873.893398 = -749655.751729
  nChanged 6
		SP:Iteration 68Q (77295.430000 sec): 3 clusters
  Score: Raw -752530.353558 + Penalty 2873.893398 = -749656.460161
  nChanged 7
		SP:Iteration 69Q (77295.600000 sec): 3 clusters
  Score: Raw -752531.583121 + Penalty 2873.893398 = -749657.689723
  nChanged 6
		SP:Iteration 70Q (77295.790000 sec): 3 clusters
  Score: Raw -752532.625066 + Penalty 2873.893398 = -749658.731668
  nChanged 5
		SP:Iteration 71Q (77296.010000 sec): 3 clusters
  Score: Raw -752533.419951 + Penalty 2873.893398 = -749659.526553
  nChanged 10
		SP:Iteration 72Q (77296.190000 sec): 3 clusters
  Score: Raw -752535.000706 + Penalty 2873.893398 = -749661.107309
  nChanged 10
		SP:Iteration 73Q (77296.450000 sec): 3 clusters
  Score: Raw -752536.721885 + Penalty 2873.893398 = -749662.828487
  nChanged 13
		SP:Iteration 74Q (77296.650000 sec): 3 clusters
  Score: Raw -752538.986389 + Penalty 2873.893398 = -749665.092991
  nChanged 13
		SP:Iteration 75Q (77296.870000 sec): 3 clusters
  Score: Raw -752541.888304 + Penalty 2873.893398 = -749667.994906
  nChanged 23
		SP:Iteration 76Q (77297.090000 sec): 3 clusters
  Score: Raw -752546.324488 + Penalty 2873.893398 = -749672.431090
  nChanged 24
		SP:Iteration 77Q (77297.270000 sec): 3 clusters
  Score: Raw -752550.707413 + Penalty 2873.893398 = -749676.814015
  nChanged 23
		SP:Iteration 78Q (77297.440000 sec): 3 clusters
  Score: Raw -752554.168234 + Penalty 2873.893398 = -749680.274836
  nChanged 22
		SP:Iteration 79Q (77297.640000 sec): 3 clusters
  Score: Raw -752557.635884 + Penalty 2873.893398 = -749683.742486
  nChanged 18
		SP:Iteration 80F (77297.820000 sec): 3 clusters
  Score: Raw -752561.459366 + Penalty 2873.893398 = -749687.565968
  nChanged 20
		SP:Iteration 81Q (77298.030000 sec): 3 clusters
  Score: Raw -752565.168100 + Penalty 2873.893398 = -749691.274702
  nChanged 27
		SP:Iteration 82Q (77298.280000 sec): 3 clusters
  Score: Raw -752568.618792 + Penalty 2873.893398 = -749694.725395
  nChanged 13
		SP:Iteration 83Q (77298.440000 sec): 3 clusters
  Score: Raw -752570.069019 + Penalty 2873.893398 = -749696.175621
  nChanged 6
		SP:Iteration 84Q (77298.630000 sec): 3 clusters
  Score: Raw -752571.061136 + Penalty 2873.893398 = -749697.167738
  nChanged 8
		SP:Iteration 85Q (77298.820000 sec): 3 clusters
  Score: Raw -752572.643608 + Penalty 2873.893398 = -749698.750210
  nChanged 11
		SP:Iteration 86Q (77299.030000 sec): 3 clusters
  Score: Raw -752574.889447 + Penalty 2873.893398 = -749700.996050
  nChanged 14
		SP:Iteration 87Q (77299.240000 sec): 3 clusters
  Score: Raw -752577.012085 + Penalty 2873.893398 = -749703.118687
  nChanged 8
		SP:Iteration 88Q (77299.420000 sec): 3 clusters
  Score: Raw -752578.267472 + Penalty 2873.893398 = -749704.374075
  nChanged 8
		SP:Iteration 89Q (77299.650000 sec): 3 clusters
  Score: Raw -752579.226092 + Penalty 2873.893398 = -749705.332694
  nChanged 11
		SP:Iteration 90Q (77299.860000 sec): 3 clusters
  Score: Raw -752581.222101 + Penalty 2873.893398 = -749707.328704
  nChanged 12
		SP:Iteration 91Q (77300.050000 sec): 3 clusters
  Score: Raw -752582.639131 + Penalty 2873.893398 = -749708.745734
  nChanged 9
		SP:Iteration 92Q (77300.240000 sec): 3 clusters
  Score: Raw -752583.508851 + Penalty 2873.893398 = -749709.615453
  nChanged 5
		SP:Iteration 93Q (77300.420000 sec): 3 clusters
  Score: Raw -752584.083479 + Penalty 2873.893398 = -749710.190082
  nChanged 5
		SP:Iteration 94Q (77300.610000 sec): 3 clusters
  Score: Raw -752584.694471 + Penalty 2873.893398 = -749710.801073
  nChanged 6
		SP:Iteration 95Q (77300.830000 sec): 3 clusters
  Score: Raw -752585.841461 + Penalty 2873.893398 = -749711.948063
  nChanged 8
		SP:Iteration 96Q (77301.030000 sec): 3 clusters
  Score: Raw -752586.872008 + Penalty 2873.893398 = -749712.978610
  nChanged 8
		SP:Iteration 97Q (77301.190000 sec): 3 clusters
  Score: Raw -752587.763156 + Penalty 2873.893398 = -749713.869758
  nChanged 5
		SP:Iteration 98Q (77301.410000 sec): 3 clusters
  Score: Raw -752588.921352 + Penalty 2873.893398 = -749715.027954
  nChanged 10
		SP:Iteration 99Q (77301.620000 sec): 3 clusters
  Score: Raw -752590.620657 + Penalty 2873.893398 = -749716.727259
  nChanged 11
		SP:Iteration 100F (77301.770000 sec): 3 clusters
  Score: Raw -752592.263598 + Penalty 2873.893398 = -749718.370200
  nChanged 12
		SP:Iteration 101Q (77301.970000 sec): 3 clusters
  Score: Raw -752593.905785 + Penalty 2873.893398 = -749720.012387
  nChanged 17
		SP:Iteration 102Q (77302.200000 sec): 3 clusters
  Score: Raw -752596.374496 + Penalty 2873.893398 = -749722.481098
  nChanged 19
		SP:Iteration 103Q (77302.390000 sec): 3 clusters
  Score: Raw -752600.156303 + Penalty 2873.893398 = -749726.262906
  nChanged 18
		SP:Iteration 104Q (77302.580000 sec): 3 clusters
  Score: Raw -752604.754951 + Penalty 2873.893398 = -749730.861554
  nChanged 30
		SP:Iteration 105Q (77302.790000 sec): 3 clusters
  Score: Raw -752610.547627 + Penalty 2873.893398 = -749736.654229
  nChanged 18
		SP:Iteration 106Q (77302.980000 sec): 3 clusters
  Score: Raw -752613.185520 + Penalty 2873.893398 = -749739.292122
  nChanged 11
		SP:Iteration 107Q (77303.220000 sec): 3 clusters
  Score: Raw -752614.911069 + Penalty 2873.893398 = -749741.017671
  nChanged 13
		SP:Iteration 108Q (77303.430000 sec): 3 clusters
  Score: Raw -752618.903615 + Penalty 2873.893398 = -749745.010217
  nChanged 16
		SP:Iteration 109Q (77303.640000 sec): 3 clusters
  Score: Raw -752623.342782 + Penalty 2873.893398 = -749749.449385
  nChanged 23
		SP:Iteration 110Q (77303.830000 sec): 3 clusters
  Score: Raw -752628.962125 + Penalty 2873.893398 = -749755.068727
  nChanged 27
		SP:Iteration 111Q (77304.030000 sec): 3 clusters
  Score: Raw -752636.810206 + Penalty 2873.893398 = -749762.916808
  nChanged 25
		SP:Iteration 112Q (77304.210000 sec): 3 clusters
  Score: Raw -752643.417075 + Penalty 2873.893398 = -749769.523677
  nChanged 29
		SP:Iteration 113Q (77304.410000 sec): 3 clusters
  Score: Raw -752650.135405 + Penalty 2873.893398 = -749776.242007
  nChanged 29
		SP:Iteration 114Q (77304.630000 sec): 3 clusters
  Score: Raw -752656.141658 + Penalty 2873.893398 = -749782.248260
  nChanged 36
		SP:Iteration 115Q (77304.810000 sec): 3 clusters
  Score: Raw -752666.200260 + Penalty 2873.893398 = -749792.306862
  nChanged 39
		SP:Iteration 116Q (77305.070000 sec): 3 clusters
  Score: Raw -752676.173104 + Penalty 2873.893398 = -749802.279706
  nChanged 28
		SP:Iteration 117Q (77305.280000 sec): 3 clusters
  Score: Raw -752681.975569 + Penalty 2873.893398 = -749808.082172
  nChanged 29
		SP:Iteration 118Q (77305.490000 sec): 3 clusters
  Score: Raw -752689.710196 + Penalty 2873.893398 = -749815.816798
  nChanged 32
		SP:Iteration 119Q (77305.690000 sec): 3 clusters
  Score: Raw -752697.132579 + Penalty 2873.893398 = -749823.239181
  nChanged 25
		SP:Iteration 120F (77305.870000 sec): 3 clusters
  Score: Raw -752703.191127 + Penalty 2873.893398 = -749829.297729
  nChanged 26
		SP:Iteration 121Q (77306.100000 sec): 3 clusters
  Score: Raw -752707.922999 + Penalty 2873.893398 = -749834.029601
  nChanged 24
		SP:Iteration 122Q (77306.290000 sec): 3 clusters
  Score: Raw -752714.134347 + Penalty 2873.893398 = -749840.240949
  nChanged 27
		SP:Iteration 123Q (77306.490000 sec): 3 clusters
  Score: Raw -752719.132080 + Penalty 2873.893398 = -749845.238682
  nChanged 27
		SP:Iteration 124Q (77306.710000 sec): 3 clusters
  Score: Raw -752724.820133 + Penalty 2873.893398 = -749850.926735
  nChanged 24
		SP:Iteration 125Q (77306.890000 sec): 3 clusters
  Score: Raw -752730.811988 + Penalty 2873.893398 = -749856.918590
  nChanged 24
		SP:Iteration 126Q (77307.110000 sec): 3 clusters
  Score: Raw -752738.962554 + Penalty 2873.893398 = -749865.069157
  nChanged 42
		SP:Iteration 127Q (77307.330000 sec): 3 clusters
  Score: Raw -752751.484291 + Penalty 2873.893398 = -749877.590893
  nChanged 48
		SP:Iteration 128Q (77307.510000 sec): 3 clusters
  Score: Raw -752763.317421 + Penalty 2873.893398 = -749889.424023
  nChanged 30
		SP:Iteration 129Q (77307.700000 sec): 3 clusters
  Score: Raw -752771.917980 + Penalty 2873.893398 = -749898.024582
  nChanged 30
		SP:Iteration 130Q (77307.940000 sec): 3 clusters
  Score: Raw -752780.992599 + Penalty 2873.893398 = -749907.099201
  nChanged 38
		SP:Iteration 131Q (77308.120000 sec): 3 clusters
  Score: Raw -752792.233098 + Penalty 2873.893398 = -749918.339700
  nChanged 34
		SP:Iteration 132Q (77308.310000 sec): 3 clusters
  Score: Raw -752801.213777 + Penalty 2873.893398 = -749927.320380
  nChanged 35
		SP:Iteration 133Q (77308.530000 sec): 3 clusters
  Score: Raw -752814.627450 + Penalty 2873.893398 = -749940.734052
  nChanged 47
		SP:Iteration 134Q (77308.770000 sec): 3 clusters
  Score: Raw -752826.803684 + Penalty 2873.893398 = -749952.910286
  nChanged 46
		SP:Iteration 135Q (77308.990000 sec): 3 clusters
  Score: Raw -752837.561540 + Penalty 2873.893398 = -749963.668142
  nChanged 41
		SP:Iteration 136Q (77309.190000 sec): 3 clusters
  Score: Raw -752849.291569 + Penalty 2873.893398 = -749975.398171
  nChanged 34
		SP:Iteration 137Q (77309.360000 sec): 3 clusters
  Score: Raw -752857.884364 + Penalty 2873.893398 = -749983.990966
  nChanged 32
		SP:Iteration 138Q (77309.590000 sec): 3 clusters
  Score: Raw -752866.397229 + Penalty 2873.893398 = -749992.503831
  nChanged 38
		SP:Iteration 139Q (77309.780000 sec): 3 clusters
  Score: Raw -752877.984442 + Penalty 2873.893398 = -750004.091044
  nChanged 43
		SP:Iteration 140F (77309.970000 sec): 3 clusters
  Score: Raw -752887.878204 + Penalty 2873.893398 = -750013.984806
  nChanged 30
		SP:Iteration 141Q (77310.200000 sec): 3 clusters
  Score: Raw -752897.061209 + Penalty 2873.893398 = -750023.167811
  nChanged 38
		SP:Iteration 142Q (77310.350000 sec): 3 clusters
  Score: Raw -752908.917001 + Penalty 2873.893398 = -750035.023603
  nChanged 41
		SP:Iteration 143Q (77310.580000 sec): 3 clusters
  Score: Raw -752923.056297 + Penalty 2873.893398 = -750049.162899
  nChanged 40
		SP:Iteration 144Q (77310.770000 sec): 3 clusters
  Score: Raw -752936.785060 + Penalty 2873.893398 = -750062.891663
  nChanged 32
		SP:Iteration 145Q (77310.940000 sec): 3 clusters
  Score: Raw -752948.618459 + Penalty 2873.893398 = -750074.725061
  nChanged 38
		SP:Iteration 146Q (77311.160000 sec): 3 clusters
  Score: Raw -752960.896150 + Penalty 2873.893398 = -750087.002752
  nChanged 40
		SP:Iteration 147Q (77311.340000 sec): 3 clusters
  Score: Raw -752973.995765 + Penalty 2873.893398 = -750100.102367
  nChanged 41
		SP:Iteration 148Q (77311.550000 sec): 3 clusters
  Score: Raw -752987.907387 + Penalty 2873.893398 = -750114.013989
  nChanged 45
		SP:Iteration 149Q (77311.770000 sec): 3 clusters
  Score: Raw -753001.933231 + Penalty 2873.893398 = -750128.039833
  nChanged 46
		SP:Iteration 150Q (77311.980000 sec): 3 clusters
  Score: Raw -753016.516250 + Penalty 2873.893398 = -750142.622853
  nChanged 45
		SP:Iteration 151Q (77312.160000 sec): 3 clusters
  Score: Raw -753031.161099 + Penalty 2873.893398 = -750157.267701
  nChanged 48
		SP:Iteration 152Q (77312.370000 sec): 3 clusters
  Score: Raw -753048.263629 + Penalty 2873.893398 = -750174.370231
  nChanged 50
		SP:Iteration 153Q (77312.520000 sec): 3 clusters
  Score: Raw -753068.375725 + Penalty 2873.893398 = -750194.482327
  nChanged 52
		SP:Iteration 154Q (77312.700000 sec): 3 clusters
  Score: Raw -753089.046607 + Penalty 2873.893398 = -750215.153209
  nChanged 34
		SP:Iteration 155Q (77312.880000 sec): 3 clusters
  Score: Raw -753100.730026 + Penalty 2873.893398 = -750226.836628
  nChanged 27
		SP:Iteration 156Q (77313.060000 sec): 3 clusters
  Score: Raw -753110.646416 + Penalty 2873.893398 = -750236.753019
  nChanged 35
		SP:Iteration 157Q (77313.270000 sec): 3 clusters
  Score: Raw -753125.447795 + Penalty 2873.893398 = -750251.554397
  nChanged 28
		SP:Iteration 158Q (77313.470000 sec): 3 clusters
  Score: Raw -753134.171147 + Penalty 2873.893398 = -750260.277750
  nChanged 19
		SP:Iteration 159Q (77313.680000 sec): 3 clusters
  Score: Raw -753140.643654 + Penalty 2873.893398 = -750266.750257
  nChanged 20
		SP:Iteration 160F (77313.890000 sec): 3 clusters
  Score: Raw -753145.516806 + Penalty 2873.893398 = -750271.623409
  nChanged 14
		SP:Iteration 161Q (77314.070000 sec): 3 clusters
  Score: Raw -753148.099362 + Penalty 2873.893398 = -750274.205964
  nChanged 9
		SP:Iteration 162Q (77314.250000 sec): 3 clusters
  Score: Raw -753150.210996 + Penalty 2873.893398 = -750276.317598
  nChanged 5
		SP:Iteration 163Q (77314.450000 sec): 3 clusters
  Score: Raw -753151.524630 + Penalty 2873.893398 = -750277.631232
  nChanged 1
		SP:Iteration 164Q (77314.650000 sec): 3 clusters
  Score: Raw -753151.996470 + Penalty 2873.893398 = -750278.103073
  nChanged 3
		SP:Iteration 165Q (77314.790000 sec): 3 clusters
  Score: Raw -753152.547158 + Penalty 2873.893398 = -750278.653761
  nChanged 3
		SP:Iteration 166Q (77315.010000 sec): 3 clusters
  Score: Raw -753153.128667 + Penalty 2873.893398 = -750279.235269
  nChanged 2
		SP:Iteration 167Q (77315.210000 sec): 3 clusters
  Score: Raw -753153.258691 + Penalty 2873.893398 = -750279.365293
  nChanged 0
		SP:Iteration 168F (77315.430000 sec): 3 clusters
  Score: Raw -753153.258691 + Penalty 2873.893398 = -750279.365293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (16837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77315.600000 sec): 2 clusters
  Score: Raw -2100622.256495 + Penalty 1581.341795 = -2099040.914700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77315.850000 sec): 3 clusters
  Score: Raw -2090619.397776 + Penalty 3162.683591 = -2087456.714185
  nChanged 7504
		SP:Iteration 1F (77316.130000 sec): 3 clusters
  Score: Raw -2094739.989762 + Penalty 3162.683591 = -2091577.306172
  nChanged 872
		SP:Iteration 2F (77316.310000 sec): 3 clusters
  Score: Raw -2095046.733038 + Penalty 3162.683591 = -2091884.049448
  nChanged 761
		SP:Iteration 3Q (77316.600000 sec): 3 clusters
  Score: Raw -2095344.817420 + Penalty 3162.683591 = -2092182.133829
  nChanged 768
		SP:Iteration 4Q (77316.850000 sec): 3 clusters
  Score: Raw -2095687.778289 + Penalty 3162.683591 = -2092525.094698
  nChanged 851
		SP:Iteration 5F (77317.130000 sec): 3 clusters
  Score: Raw -2096103.224862 + Penalty 3162.683591 = -2092940.541272
  nChanged 912
		SP:Iteration 6F (77317.420000 sec): 3 clusters
  Score: Raw -2096607.255141 + Penalty 3162.683591 = -2093444.571551
  nChanged 954
		SP:Iteration 7F (77317.620000 sec): 3 clusters
  Score: Raw -2097167.756948 + Penalty 3162.683591 = -2094005.073358
  nChanged 945
		SP:Iteration 8F (77317.860000 sec): 3 clusters
  Score: Raw -2097797.925683 + Penalty 3162.683591 = -2094635.242092
  nChanged 879
		SP:Iteration 9F (77318.150000 sec): 3 clusters
  Score: Raw -2098445.604589 + Penalty 3162.683591 = -2095282.920998
  nChanged 758
		SP:Iteration 10Q (77318.420000 sec): 3 clusters
  Score: Raw -2098995.128497 + Penalty 3162.683591 = -2095832.444906
  nChanged 602
		SP:Iteration 11Q (77318.630000 sec): 3 clusters
  Score: Raw -2099384.087209 + Penalty 3162.683591 = -2096221.403619
  nChanged 471
		SP:Iteration 12Q (77318.900000 sec): 3 clusters
  Score: Raw -2099641.058635 + Penalty 3162.683591 = -2096478.375045
  nChanged 354
		SP:Iteration 13Q (77319.130000 sec): 3 clusters
  Score: Raw -2099835.958979 + Penalty 3162.683591 = -2096673.275389
  nChanged 290
		SP:Iteration 14Q (77319.410000 sec): 3 clusters
  Score: Raw -2099986.260890 + Penalty 3162.683591 = -2096823.577299
  nChanged 222
		SP:Iteration 15Q (77319.630000 sec): 3 clusters
  Score: Raw -2100086.022878 + Penalty 3162.683591 = -2096923.339287
  nChanged 196
		SP:Iteration 16Q (77319.890000 sec): 3 clusters
  Score: Raw -2100165.293284 + Penalty 3162.683591 = -2097002.609694
  nChanged 164
		SP:Iteration 17Q (77320.140000 sec): 3 clusters
  Score: Raw -2100221.939658 + Penalty 3162.683591 = -2097059.256067
  nChanged 143
		SP:Iteration 18Q (77320.410000 sec): 3 clusters
  Score: Raw -2100275.346219 + Penalty 3162.683591 = -2097112.662629
  nChanged 126
		SP:Iteration 19Q (77320.670000 sec): 3 clusters
  Score: Raw -2100321.351363 + Penalty 3162.683591 = -2097158.667772
  nChanged 125
		SP:Iteration 20F (77320.910000 sec): 3 clusters
  Score: Raw -2100363.531901 + Penalty 3162.683591 = -2097200.848311
  nChanged 109
		SP:Iteration 21Q (77321.180000 sec): 3 clusters
  Score: Raw -2100394.920785 + Penalty 3162.683591 = -2097232.237195
  nChanged 98
		SP:Iteration 22Q (77321.420000 sec): 3 clusters
  Score: Raw -2100425.740593 + Penalty 3162.683591 = -2097263.057003
  nChanged 91
		SP:Iteration 23Q (77321.590000 sec): 3 clusters
  Score: Raw -2100455.978319 + Penalty 3162.683591 = -2097293.294728
  nChanged 85
		SP:Iteration 24Q (77321.870000 sec): 3 clusters
  Score: Raw -2100481.284634 + Penalty 3162.683591 = -2097318.601044
  nChanged 81
		SP:Iteration 25Q (77322.110000 sec): 3 clusters
  Score: Raw -2100509.598610 + Penalty 3162.683591 = -2097346.915020
  nChanged 88
		SP:Iteration 26Q (77322.360000 sec): 3 clusters
  Score: Raw -2100539.224906 + Penalty 3162.683591 = -2097376.541316
  nChanged 85
		SP:Iteration 27Q (77322.600000 sec): 3 clusters
  Score: Raw -2100565.993258 + Penalty 3162.683591 = -2097403.309668
  nChanged 71
		SP:Iteration 28Q (77322.860000 sec): 3 clusters
  Score: Raw -2100588.448352 + Penalty 3162.683591 = -2097425.764762
  nChanged 75
		SP:Iteration 29Q (77323.130000 sec): 3 clusters
  Score: Raw -2100613.189622 + Penalty 3162.683591 = -2097450.506032
  nChanged 65
		SP:Iteration 30Q (77323.350000 sec): 3 clusters
  Score: Raw -2100639.985945 + Penalty 3162.683591 = -2097477.302354
  nChanged 63
		SP:Iteration 31Q (77323.600000 sec): 3 clusters
  Score: Raw -2100663.676225 + Penalty 3162.683591 = -2097500.992635
  nChanged 61
		SP:Iteration 32Q (77323.870000 sec): 3 clusters
  Score: Raw -2100685.293854 + Penalty 3162.683591 = -2097522.610263
  nChanged 57
		SP:Iteration 33Q (77324.070000 sec): 3 clusters
  Score: Raw -2100703.774676 + Penalty 3162.683591 = -2097541.091086
  nChanged 55
		SP:Iteration 34Q (77324.310000 sec): 3 clusters
  Score: Raw -2100724.305252 + Penalty 3162.683591 = -2097561.621661
  nChanged 53
		SP:Iteration 35Q (77324.570000 sec): 3 clusters
  Score: Raw -2100741.335825 + Penalty 3162.683591 = -2097578.652234
  nChanged 51
		SP:Iteration 36Q (77324.790000 sec): 3 clusters
  Score: Raw -2100760.641971 + Penalty 3162.683591 = -2097597.958381
  nChanged 49
		SP:Iteration 37Q (77325.020000 sec): 3 clusters
  Score: Raw -2100779.153815 + Penalty 3162.683591 = -2097616.470225
  nChanged 48
		SP:Iteration 38Q (77325.250000 sec): 3 clusters
  Score: Raw -2100797.387986 + Penalty 3162.683591 = -2097634.704395
  nChanged 41
		SP:Iteration 39Q (77325.540000 sec): 3 clusters
  Score: Raw -2100814.474492 + Penalty 3162.683591 = -2097651.790902
  nChanged 40
		SP:Iteration 40F (77325.800000 sec): 3 clusters
  Score: Raw -2100828.419030 + Penalty 3162.683591 = -2097665.735439
  nChanged 40
		SP:Iteration 41Q (77326.080000 sec): 3 clusters
  Score: Raw -2100845.284023 + Penalty 3162.683591 = -2097682.600433
  nChanged 41
		SP:Iteration 42Q (77326.310000 sec): 3 clusters
  Score: Raw -2100860.477209 + Penalty 3162.683591 = -2097697.793618
  nChanged 28
		SP:Iteration 43Q (77326.540000 sec): 3 clusters
  Score: Raw -2100870.502301 + Penalty 3162.683591 = -2097707.818711
  nChanged 30
		SP:Iteration 44Q (77326.800000 sec): 3 clusters
  Score: Raw -2100880.780294 + Penalty 3162.683591 = -2097718.096703
  nChanged 30
		SP:Iteration 45Q (77327.060000 sec): 3 clusters
  Score: Raw -2100889.092356 + Penalty 3162.683591 = -2097726.408765
  nChanged 15
		SP:Iteration 46Q (77327.260000 sec): 3 clusters
  Score: Raw -2100893.901015 + Penalty 3162.683591 = -2097731.217425
  nChanged 20
		SP:Iteration 47Q (77327.510000 sec): 3 clusters
  Score: Raw -2100900.467142 + Penalty 3162.683591 = -2097737.783551
  nChanged 20
		SP:Iteration 48Q (77327.790000 sec): 3 clusters
  Score: Raw -2100905.540107 + Penalty 3162.683591 = -2097742.856517
  nChanged 15
		SP:Iteration 49Q (77328.030000 sec): 3 clusters
  Score: Raw -2100909.931883 + Penalty 3162.683591 = -2097747.248292
  nChanged 11
		SP:Iteration 50Q (77328.290000 sec): 3 clusters
  Score: Raw -2100912.859132 + Penalty 3162.683591 = -2097750.175542
  nChanged 9
		SP:Iteration 51Q (77328.500000 sec): 3 clusters
  Score: Raw -2100914.523184 + Penalty 3162.683591 = -2097751.839594
  nChanged 4
		SP:Iteration 52Q (77328.730000 sec): 3 clusters
  Score: Raw -2100915.192609 + Penalty 3162.683591 = -2097752.509019
  nChanged 5
		SP:Iteration 53Q (77328.990000 sec): 3 clusters
  Score: Raw -2100916.121435 + Penalty 3162.683591 = -2097753.437845
  nChanged 4
		SP:Iteration 54Q (77329.190000 sec): 3 clusters
  Score: Raw -2100916.508398 + Penalty 3162.683591 = -2097753.824807
  nChanged 4
		SP:Iteration 55Q (77329.420000 sec): 3 clusters
  Score: Raw -2100917.416409 + Penalty 3162.683591 = -2097754.732819
  nChanged 5
		SP:Iteration 56Q (77329.660000 sec): 3 clusters
  Score: Raw -2100918.581948 + Penalty 3162.683591 = -2097755.898358
  nChanged 2
		SP:Iteration 57Q (77329.900000 sec): 3 clusters
  Score: Raw -2100919.032118 + Penalty 3162.683591 = -2097756.348527
  nChanged 3
		SP:Iteration 58Q (77330.120000 sec): 3 clusters
  Score: Raw -2100919.722187 + Penalty 3162.683591 = -2097757.038597
  nChanged 5
		SP:Iteration 59Q (77330.310000 sec): 3 clusters
  Score: Raw -2100921.201757 + Penalty 3162.683591 = -2097758.518166
  nChanged 7
		SP:Iteration 60F (77330.570000 sec): 3 clusters
  Score: Raw -2100922.503714 + Penalty 3162.683591 = -2097759.820123
  nChanged 6
		SP:Iteration 61Q (77330.800000 sec): 3 clusters
  Score: Raw -2100924.265660 + Penalty 3162.683591 = -2097761.582069
  nChanged 12
		SP:Iteration 62Q (77331.050000 sec): 3 clusters
  Score: Raw -2100926.744900 + Penalty 3162.683591 = -2097764.061309
  nChanged 11
		SP:Iteration 63Q (77331.330000 sec): 3 clusters
  Score: Raw -2100929.085954 + Penalty 3162.683591 = -2097766.402364
  nChanged 7
		SP:Iteration 64Q (77331.600000 sec): 3 clusters
  Score: Raw -2100931.754898 + Penalty 3162.683591 = -2097769.071308
  nChanged 13
		SP:Iteration 65Q (77331.820000 sec): 3 clusters
  Score: Raw -2100937.961079 + Penalty 3162.683591 = -2097775.277489
  nChanged 18
		SP:Iteration 66Q (77332.060000 sec): 3 clusters
  Score: Raw -2100946.435647 + Penalty 3162.683591 = -2097783.752057
  nChanged 19
		SP:Iteration 67Q (77332.310000 sec): 3 clusters
  Score: Raw -2100954.423278 + Penalty 3162.683591 = -2097791.739687
  nChanged 20
		SP:Iteration 68Q (77332.570000 sec): 3 clusters
  Score: Raw -2100961.715697 + Penalty 3162.683591 = -2097799.032106
  nChanged 16
		SP:Iteration 69Q (77332.850000 sec): 3 clusters
  Score: Raw -2100966.519190 + Penalty 3162.683591 = -2097803.835600
  nChanged 11
		SP:Iteration 70Q (77333.060000 sec): 3 clusters
  Score: Raw -2100969.899762 + Penalty 3162.683591 = -2097807.216171
  nChanged 7
		SP:Iteration 71Q (77333.330000 sec): 3 clusters
  Score: Raw -2100971.993038 + Penalty 3162.683591 = -2097809.309447
  nChanged 6
		SP:Iteration 72Q (77333.590000 sec): 3 clusters
  Score: Raw -2100973.358770 + Penalty 3162.683591 = -2097810.675179
  nChanged 6
		SP:Iteration 73Q (77333.780000 sec): 3 clusters
  Score: Raw -2100974.878565 + Penalty 3162.683591 = -2097812.194974
  nChanged 2
		SP:Iteration 74Q (77334.040000 sec): 3 clusters
  Score: Raw -2100975.254382 + Penalty 3162.683591 = -2097812.570791
  nChanged 1
		SP:Iteration 75Q (77334.240000 sec): 3 clusters
  Score: Raw -2100975.430693 + Penalty 3162.683591 = -2097812.747102
  nChanged 0
		SP:Iteration 76F (77334.530000 sec): 3 clusters
  Score: Raw -2100975.430693 + Penalty 3162.683591 = -2097812.747102
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77334.600000 sec): 2 clusters
  Score: Raw -174990.674694 + Penalty 1190.229622 = -173800.445072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77334.810000 sec): 3 clusters
  Score: Raw -174438.272379 + Penalty 2380.459243 = -172057.813136
  nChanged 488
		SP:Iteration 1F (77334.980000 sec): 3 clusters
  Score: Raw -174777.544393 + Penalty 2380.459243 = -172397.085150
  nChanged 102
		SP:Iteration 2F (77335.140000 sec): 3 clusters
  Score: Raw -174873.225364 + Penalty 2380.459243 = -172492.766121
  nChanged 73
		SP:Iteration 3Q (77335.310000 sec): 3 clusters
  Score: Raw -174942.157577 + Penalty 2380.459243 = -172561.698333
  nChanged 54
		SP:Iteration 4Q (77335.500000 sec): 3 clusters
  Score: Raw -174999.663460 + Penalty 2380.459243 = -172619.204217
  nChanged 37
		SP:Iteration 5Q (77335.730000 sec): 3 clusters
  Score: Raw -175028.525217 + Penalty 2380.459243 = -172648.065974
  nChanged 29
		SP:Iteration 6Q (77335.930000 sec): 3 clusters
  Score: Raw -175049.582184 + Penalty 2380.459243 = -172669.122941
  nChanged 28
		SP:Iteration 7Q (77336.050000 sec): 3 clusters
  Score: Raw -175068.756565 + Penalty 2380.459243 = -172688.297322
  nChanged 18
		SP:Iteration 8Q (77336.260000 sec): 3 clusters
  Score: Raw -175086.388560 + Penalty 2380.459243 = -172705.929316
  nChanged 18
		SP:Iteration 9Q (77336.430000 sec): 3 clusters
  Score: Raw -175096.371780 + Penalty 2380.459243 = -172715.912537
  nChanged 12
		SP:Iteration 10Q (77336.560000 sec): 3 clusters
  Score: Raw -175104.725314 + Penalty 2380.459243 = -172724.266071
  nChanged 10
		SP:Iteration 11Q (77336.740000 sec): 3 clusters
  Score: Raw -175111.558506 + Penalty 2380.459243 = -172731.099263
  nChanged 6
		SP:Iteration 12Q (77336.940000 sec): 3 clusters
  Score: Raw -175117.201285 + Penalty 2380.459243 = -172736.742042
  nChanged 10
		SP:Iteration 13Q (77337.110000 sec): 3 clusters
  Score: Raw -175130.042771 + Penalty 2380.459243 = -172749.583527
  nChanged 13
		SP:Iteration 14Q (77337.280000 sec): 3 clusters
  Score: Raw -175139.576706 + Penalty 2380.459243 = -172759.117463
  nChanged 16
		SP:Iteration 15Q (77337.430000 sec): 3 clusters
  Score: Raw -175151.631462 + Penalty 2380.459243 = -172771.172219
  nChanged 18
		SP:Iteration 16Q (77337.660000 sec): 3 clusters
  Score: Raw -175167.400756 + Penalty 2380.459243 = -172786.941512
  nChanged 17
		SP:Iteration 17Q (77337.800000 sec): 3 clusters
  Score: Raw -175181.203077 + Penalty 2380.459243 = -172800.743834
  nChanged 19
		SP:Iteration 18Q (77337.970000 sec): 3 clusters
  Score: Raw -175190.482988 + Penalty 2380.459243 = -172810.023744
  nChanged 10
		SP:Iteration 19Q (77338.150000 sec): 3 clusters
  Score: Raw -175194.488023 + Penalty 2380.459243 = -172814.028780
  nChanged 2
		SP:Iteration 20F (77338.330000 sec): 3 clusters
  Score: Raw -175194.816533 + Penalty 2380.459243 = -172814.357289
  nChanged 3
		SP:Iteration 21Q (77338.500000 sec): 3 clusters
  Score: Raw -175196.159322 + Penalty 2380.459243 = -172815.700079
  nChanged 2
		SP:Iteration 22Q (77338.660000 sec): 3 clusters
  Score: Raw -175197.050622 + Penalty 2380.459243 = -172816.591379
  nChanged 1
		SP:Iteration 23Q (77338.840000 sec): 3 clusters
  Score: Raw -175197.554687 + Penalty 2380.459243 = -172817.095444
  nChanged 1
		SP:Iteration 24Q (77339.020000 sec): 3 clusters
  Score: Raw -175197.678281 + Penalty 2380.459243 = -172817.219038
  nChanged 1
		SP:Iteration 25Q (77339.210000 sec): 3 clusters
  Score: Raw -175197.956560 + Penalty 2380.459243 = -172817.497317
  nChanged 0
		SP:Iteration 26F (77339.390000 sec): 3 clusters
  Score: Raw -175197.956560 + Penalty 2380.459243 = -172817.497317
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77339.530000 sec): 2 clusters
  Score: Raw -1191669.877799 + Penalty 1494.586884 = -1190175.290915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77339.740000 sec): 3 clusters
  Score: Raw -1186094.993163 + Penalty 2989.173767 = -1183105.819395
  nChanged 4315
		SP:Iteration 1F (77339.960000 sec): 3 clusters
  Score: Raw -1188445.471421 + Penalty 2989.173767 = -1185456.297654
  nChanged 568
		SP:Iteration 2F (77340.170000 sec): 3 clusters
  Score: Raw -1188693.411087 + Penalty 2989.173767 = -1185704.237319
  nChanged 471
		SP:Iteration 3Q (77340.380000 sec): 3 clusters
  Score: Raw -1188879.382493 + Penalty 2989.173767 = -1185890.208726
  nChanged 397
		SP:Iteration 4Q (77340.590000 sec): 3 clusters
  Score: Raw -1189021.154160 + Penalty 2989.173767 = -1186031.980392
  nChanged 320
		SP:Iteration 5Q (77340.820000 sec): 3 clusters
  Score: Raw -1189140.373814 + Penalty 2989.173767 = -1186151.200047
  nChanged 323
		SP:Iteration 6Q (77340.980000 sec): 3 clusters
  Score: Raw -1189270.104777 + Penalty 2989.173767 = -1186280.931009
  nChanged 327
		SP:Iteration 7Q (77341.180000 sec): 3 clusters
  Score: Raw -1189405.569991 + Penalty 2989.173767 = -1186416.396224
  nChanged 314
		SP:Iteration 8Q (77341.420000 sec): 3 clusters
  Score: Raw -1189552.456204 + Penalty 2989.173767 = -1186563.282437
  nChanged 343
		SP:Iteration 9Q (77341.640000 sec): 3 clusters
  Score: Raw -1189730.816482 + Penalty 2989.173767 = -1186741.642714
  nChanged 328
		SP:Iteration 10Q (77341.820000 sec): 3 clusters
  Score: Raw -1189918.506951 + Penalty 2989.173767 = -1186929.333184
  nChanged 365
		SP:Iteration 11Q (77342.040000 sec): 3 clusters
  Score: Raw -1190153.144327 + Penalty 2989.173767 = -1187163.970560
  nChanged 393
		SP:Iteration 12Q (77342.280000 sec): 3 clusters
  Score: Raw -1190393.951473 + Penalty 2989.173767 = -1187404.777705
  nChanged 332
		SP:Iteration 13Q (77342.490000 sec): 3 clusters
  Score: Raw -1190559.166154 + Penalty 2989.173767 = -1187569.992387
  nChanged 262
		SP:Iteration 14Q (77342.720000 sec): 3 clusters
  Score: Raw -1190673.230738 + Penalty 2989.173767 = -1187684.056970
  nChanged 214
		SP:Iteration 15Q (77342.930000 sec): 3 clusters
  Score: Raw -1190769.342497 + Penalty 2989.173767 = -1187780.168729
  nChanged 189
		SP:Iteration 16Q (77343.120000 sec): 3 clusters
  Score: Raw -1190845.822628 + Penalty 2989.173767 = -1187856.648860
  nChanged 155
		SP:Iteration 17Q (77343.300000 sec): 3 clusters
  Score: Raw -1190910.593495 + Penalty 2989.173767 = -1187921.419727
  nChanged 151
		SP:Iteration 18Q (77343.530000 sec): 3 clusters
  Score: Raw -1190976.642370 + Penalty 2989.173767 = -1187987.468602
  nChanged 155
		SP:Iteration 19Q (77343.750000 sec): 3 clusters
  Score: Raw -1191040.053130 + Penalty 2989.173767 = -1188050.879363
  nChanged 154
		SP:Iteration 20F (77343.930000 sec): 3 clusters
  Score: Raw -1191098.066113 + Penalty 2989.173767 = -1188108.892346
  nChanged 134
		SP:Iteration 21Q (77344.140000 sec): 3 clusters
  Score: Raw -1191151.446739 + Penalty 2989.173767 = -1188162.272972
  nChanged 130
		SP:Iteration 22Q (77344.340000 sec): 3 clusters
  Score: Raw -1191199.205169 + Penalty 2989.173767 = -1188210.031401
  nChanged 116
		SP:Iteration 23Q (77344.580000 sec): 3 clusters
  Score: Raw -1191243.805368 + Penalty 2989.173767 = -1188254.631601
  nChanged 125
		SP:Iteration 24Q (77344.780000 sec): 3 clusters
  Score: Raw -1191290.975435 + Penalty 2989.173767 = -1188301.801668
  nChanged 119
		SP:Iteration 25Q (77344.970000 sec): 3 clusters
  Score: Raw -1191336.915287 + Penalty 2989.173767 = -1188347.741519
  nChanged 128
		SP:Iteration 26Q (77345.200000 sec): 3 clusters
  Score: Raw -1191386.691015 + Penalty 2989.173767 = -1188397.517247
  nChanged 122
		SP:Iteration 27Q (77345.390000 sec): 3 clusters
  Score: Raw -1191434.141459 + Penalty 2989.173767 = -1188444.967692
  nChanged 110
		SP:Iteration 28Q (77345.600000 sec): 3 clusters
  Score: Raw -1191476.712240 + Penalty 2989.173767 = -1188487.538473
  nChanged 110
		SP:Iteration 29Q (77345.810000 sec): 3 clusters
  Score: Raw -1191521.753060 + Penalty 2989.173767 = -1188532.579293
  nChanged 84
		SP:Iteration 30Q (77346.050000 sec): 3 clusters
  Score: Raw -1191552.564858 + Penalty 2989.173767 = -1188563.391091
  nChanged 83
		SP:Iteration 31Q (77346.260000 sec): 3 clusters
  Score: Raw -1191579.239068 + Penalty 2989.173767 = -1188590.065300
  nChanged 79
		SP:Iteration 32Q (77346.450000 sec): 3 clusters
  Score: Raw -1191602.642239 + Penalty 2989.173767 = -1188613.468472
  nChanged 61
		SP:Iteration 33Q (77346.680000 sec): 3 clusters
  Score: Raw -1191620.366332 + Penalty 2989.173767 = -1188631.192564
  nChanged 63
		SP:Iteration 34Q (77346.890000 sec): 3 clusters
  Score: Raw -1191645.223862 + Penalty 2989.173767 = -1188656.050095
  nChanged 65
		SP:Iteration 35Q (77347.090000 sec): 3 clusters
  Score: Raw -1191674.035809 + Penalty 2989.173767 = -1188684.862042
  nChanged 76
		SP:Iteration 36Q (77347.290000 sec): 3 clusters
  Score: Raw -1191700.076898 + Penalty 2989.173767 = -1188710.903131
  nChanged 73
		SP:Iteration 37Q (77347.530000 sec): 3 clusters
  Score: Raw -1191720.589372 + Penalty 2989.173767 = -1188731.415605
  nChanged 46
		SP:Iteration 38Q (77347.750000 sec): 3 clusters
  Score: Raw -1191728.869279 + Penalty 2989.173767 = -1188739.695512
  nChanged 26
		SP:Iteration 39Q (77347.920000 sec): 3 clusters
  Score: Raw -1191736.123882 + Penalty 2989.173767 = -1188746.950114
  nChanged 31
		SP:Iteration 40F (77348.170000 sec): 3 clusters
  Score: Raw -1191746.462101 + Penalty 2989.173767 = -1188757.288334
  nChanged 25
		SP:Iteration 41Q (77348.410000 sec): 3 clusters
  Score: Raw -1191753.242888 + Penalty 2989.173767 = -1188764.069120
  nChanged 30
		SP:Iteration 42Q (77348.580000 sec): 3 clusters
  Score: Raw -1191759.881307 + Penalty 2989.173767 = -1188770.707539
  nChanged 28
		SP:Iteration 43Q (77348.790000 sec): 3 clusters
  Score: Raw -1191767.279495 + Penalty 2989.173767 = -1188778.105727
  nChanged 25
		SP:Iteration 44Q (77349.010000 sec): 3 clusters
  Score: Raw -1191772.769325 + Penalty 2989.173767 = -1188783.595557
  nChanged 33
		SP:Iteration 45Q (77349.250000 sec): 3 clusters
  Score: Raw -1191781.033507 + Penalty 2989.173767 = -1188791.859739
  nChanged 26
		SP:Iteration 46Q (77349.420000 sec): 3 clusters
  Score: Raw -1191785.936220 + Penalty 2989.173767 = -1188796.762453
  nChanged 19
		SP:Iteration 47Q (77349.580000 sec): 3 clusters
  Score: Raw -1191788.915279 + Penalty 2989.173767 = -1188799.741511
  nChanged 11
		SP:Iteration 48Q (77349.840000 sec): 3 clusters
  Score: Raw -1191790.201661 + Penalty 2989.173767 = -1188801.027894
  nChanged 11
		SP:Iteration 49Q (77350.040000 sec): 3 clusters
  Score: Raw -1191791.744099 + Penalty 2989.173767 = -1188802.570332
  nChanged 8
		SP:Iteration 50Q (77350.280000 sec): 3 clusters
  Score: Raw -1191792.679768 + Penalty 2989.173767 = -1188803.506000
  nChanged 7
		SP:Iteration 51Q (77350.480000 sec): 3 clusters
  Score: Raw -1191793.937804 + Penalty 2989.173767 = -1188804.764037
  nChanged 5
		SP:Iteration 52Q (77350.720000 sec): 3 clusters
  Score: Raw -1191794.414836 + Penalty 2989.173767 = -1188805.241069
  nChanged 1
		SP:Iteration 53Q (77350.930000 sec): 3 clusters
  Score: Raw -1191794.493493 + Penalty 2989.173767 = -1188805.319725
  nChanged 0
		SP:Iteration 54F (77351.190000 sec): 3 clusters
  Score: Raw -1191794.493493 + Penalty 2989.173767 = -1188805.319725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77351.460000 sec): 2 clusters
  Score: Raw -2917507.816255 + Penalty 1641.743170 = -2915866.073086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77351.760000 sec): 3 clusters
  Score: Raw -2902568.287178 + Penalty 3283.486339 = -2899284.800839
  nChanged 11118
		SP:Iteration 1F (77352.010000 sec): 3 clusters
  Score: Raw -2908916.249528 + Penalty 3283.486339 = -2905632.763189
  nChanged 1117
		SP:Iteration 2Q (77352.330000 sec): 3 clusters
  Score: Raw -2909292.055561 + Penalty 3283.486339 = -2906008.569222
  nChanged 1062
		SP:Iteration 3Q (77352.630000 sec): 3 clusters
  Score: Raw -2909648.044646 + Penalty 3283.486339 = -2906364.558307
  nChanged 1023
		SP:Iteration 4Q (77352.960000 sec): 3 clusters
  Score: Raw -2910022.051305 + Penalty 3283.486339 = -2906738.564966
  nChanged 1058
		SP:Iteration 5Q (77353.270000 sec): 3 clusters
  Score: Raw -2910416.911156 + Penalty 3283.486339 = -2907133.424816
  nChanged 1077
		SP:Iteration 6Q (77353.570000 sec): 3 clusters
  Score: Raw -2910867.880845 + Penalty 3283.486339 = -2907584.394506
  nChanged 1203
		SP:Iteration 7Q (77353.890000 sec): 3 clusters
  Score: Raw -2911459.380064 + Penalty 3283.486339 = -2908175.893724
  nChanged 1291
		SP:Iteration 8F (77354.170000 sec): 3 clusters
  Score: Raw -2912201.522349 + Penalty 3283.486339 = -2908918.036010
  nChanged 1350
		SP:Iteration 9F (77354.450000 sec): 3 clusters
  Score: Raw -2913081.724217 + Penalty 3283.486339 = -2909798.237877
  nChanged 1335
		SP:Iteration 10F (77354.780000 sec): 3 clusters
  Score: Raw -2914027.584068 + Penalty 3283.486339 = -2910744.097729
  nChanged 1159
		SP:Iteration 11Q (77355.060000 sec): 3 clusters
  Score: Raw -2914922.151910 + Penalty 3283.486339 = -2911638.665570
  nChanged 912
		SP:Iteration 12Q (77355.380000 sec): 3 clusters
  Score: Raw -2915663.311801 + Penalty 3283.486339 = -2912379.825462
  nChanged 732
		SP:Iteration 13Q (77355.640000 sec): 3 clusters
  Score: Raw -2916254.192273 + Penalty 3283.486339 = -2912970.705934
  nChanged 554
		SP:Iteration 14Q (77355.930000 sec): 3 clusters
  Score: Raw -2916666.998052 + Penalty 3283.486339 = -2913383.511712
  nChanged 386
		SP:Iteration 15Q (77356.200000 sec): 3 clusters
  Score: Raw -2916941.172459 + Penalty 3283.486339 = -2913657.686120
  nChanged 306
		SP:Iteration 16Q (77356.480000 sec): 3 clusters
  Score: Raw -2917140.294652 + Penalty 3283.486339 = -2913856.808313
  nChanged 234
		SP:Iteration 17Q (77356.720000 sec): 3 clusters
  Score: Raw -2917278.373302 + Penalty 3283.486339 = -2913994.886963
  nChanged 192
		SP:Iteration 18Q (77356.970000 sec): 3 clusters
  Score: Raw -2917391.936230 + Penalty 3283.486339 = -2914108.449890
  nChanged 154
		SP:Iteration 19Q (77357.270000 sec): 3 clusters
  Score: Raw -2917491.551940 + Penalty 3283.486339 = -2914208.065601
  nChanged 143
		SP:Iteration 20F (77357.510000 sec): 3 clusters
  Score: Raw -2917577.322708 + Penalty 3283.486339 = -2914293.836369
  nChanged 117
		SP:Iteration 21Q (77357.800000 sec): 3 clusters
  Score: Raw -2917651.657564 + Penalty 3283.486339 = -2914368.171225
  nChanged 85
		SP:Iteration 22Q (77358.070000 sec): 3 clusters
  Score: Raw -2917693.332516 + Penalty 3283.486339 = -2914409.846177
  nChanged 64
		SP:Iteration 23Q (77358.310000 sec): 3 clusters
  Score: Raw -2917722.112846 + Penalty 3283.486339 = -2914438.626507
  nChanged 50
		SP:Iteration 24Q (77358.570000 sec): 3 clusters
  Score: Raw -2917743.846876 + Penalty 3283.486339 = -2914460.360537
  nChanged 38
		SP:Iteration 25Q (77358.840000 sec): 3 clusters
  Score: Raw -2917760.079158 + Penalty 3283.486339 = -2914476.592818
  nChanged 39
		SP:Iteration 26Q (77359.100000 sec): 3 clusters
  Score: Raw -2917777.594953 + Penalty 3283.486339 = -2914494.108613
  nChanged 36
		SP:Iteration 27Q (77359.410000 sec): 3 clusters
  Score: Raw -2917793.729174 + Penalty 3283.486339 = -2914510.242834
  nChanged 24
		SP:Iteration 28Q (77359.630000 sec): 3 clusters
  Score: Raw -2917806.756636 + Penalty 3283.486339 = -2914523.270297
  nChanged 22
		SP:Iteration 29Q (77359.960000 sec): 3 clusters
  Score: Raw -2917819.013328 + Penalty 3283.486339 = -2914535.526989
  nChanged 24
		SP:Iteration 30Q (77360.200000 sec): 3 clusters
  Score: Raw -2917830.968884 + Penalty 3283.486339 = -2914547.482544
  nChanged 23
		SP:Iteration 31Q (77360.450000 sec): 3 clusters
  Score: Raw -2917842.869516 + Penalty 3283.486339 = -2914559.383176
  nChanged 17
		SP:Iteration 32Q (77360.720000 sec): 3 clusters
  Score: Raw -2917853.156520 + Penalty 3283.486339 = -2914569.670181
  nChanged 14
		SP:Iteration 33Q (77360.990000 sec): 3 clusters
  Score: Raw -2917860.151411 + Penalty 3283.486339 = -2914576.665072
  nChanged 17
		SP:Iteration 34Q (77361.240000 sec): 3 clusters
  Score: Raw -2917866.731071 + Penalty 3283.486339 = -2914583.244732
  nChanged 11
		SP:Iteration 35Q (77361.550000 sec): 3 clusters
  Score: Raw -2917871.991556 + Penalty 3283.486339 = -2914588.505216
  nChanged 16
		SP:Iteration 36Q (77361.840000 sec): 3 clusters
  Score: Raw -2917879.131766 + Penalty 3283.486339 = -2914595.645427
  nChanged 9
		SP:Iteration 37Q (77362.100000 sec): 3 clusters
  Score: Raw -2917882.356950 + Penalty 3283.486339 = -2914598.870611
  nChanged 7
		SP:Iteration 38Q (77362.380000 sec): 3 clusters
  Score: Raw -2917885.881656 + Penalty 3283.486339 = -2914602.395317
  nChanged 6
		SP:Iteration 39Q (77362.650000 sec): 3 clusters
  Score: Raw -2917890.792419 + Penalty 3283.486339 = -2914607.306080
  nChanged 5
		SP:Iteration 40F (77362.990000 sec): 3 clusters
  Score: Raw -2917892.644875 + Penalty 3283.486339 = -2914609.158535
  nChanged 3
		SP:Iteration 41Q (77363.240000 sec): 3 clusters
  Score: Raw -2917894.296748 + Penalty 3283.486339 = -2914610.810409
  nChanged 1
		SP:Iteration 42Q (77363.510000 sec): 3 clusters
  Score: Raw -2917894.569190 + Penalty 3283.486339 = -2914611.082851
  nChanged 1
		SP:Iteration 43Q (77363.780000 sec): 3 clusters
  Score: Raw -2917894.675988 + Penalty 3283.486339 = -2914611.189649
  nChanged 0
		SP:Iteration 44F (77364.120000 sec): 3 clusters
  Score: Raw -2917894.675988 + Penalty 3283.486339 = -2914611.189649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (6006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77364.210000 sec): 2 clusters
  Score: Raw -750549.650677 + Penalty 1413.833565 = -749135.817112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77364.440000 sec): 3 clusters
  Score: Raw -747301.968383 + Penalty 2827.667131 = -744474.301252
  nChanged 2498
		SP:Iteration 1F (77364.650000 sec): 3 clusters
  Score: Raw -748578.936350 + Penalty 2827.667131 = -745751.269219
  nChanged 442
		SP:Iteration 2F (77364.830000 sec): 3 clusters
  Score: Raw -748815.498286 + Penalty 2827.667131 = -745987.831155
  nChanged 356
		SP:Iteration 3F (77365.040000 sec): 3 clusters
  Score: Raw -748995.219589 + Penalty 2827.667131 = -746167.552458
  nChanged 311
		SP:Iteration 4F (77365.240000 sec): 3 clusters
  Score: Raw -749168.299126 + Penalty 2827.667131 = -746340.631995
  nChanged 311
		SP:Iteration 5F (77365.420000 sec): 3 clusters
  Score: Raw -749347.480927 + Penalty 2827.667131 = -746519.813796
  nChanged 306
		SP:Iteration 6F (77365.610000 sec): 3 clusters
  Score: Raw -749541.552621 + Penalty 2827.667131 = -746713.885490
  nChanged 293
		SP:Iteration 7Q (77365.830000 sec): 3 clusters
  Score: Raw -749735.646786 + Penalty 2827.667131 = -746907.979655
  nChanged 285
		SP:Iteration 8Q (77366.040000 sec): 3 clusters
  Score: Raw -749931.913225 + Penalty 2827.667131 = -747104.246094
  nChanged 261
		SP:Iteration 9Q (77366.260000 sec): 3 clusters
  Score: Raw -750133.927137 + Penalty 2827.667131 = -747306.260006
  nChanged 224
		SP:Iteration 10Q (77366.450000 sec): 3 clusters
  Score: Raw -750291.196247 + Penalty 2827.667131 = -747463.529117
  nChanged 178
		SP:Iteration 11Q (77366.660000 sec): 3 clusters
  Score: Raw -750411.868752 + Penalty 2827.667131 = -747584.201621
  nChanged 132
		SP:Iteration 12Q (77366.840000 sec): 3 clusters
  Score: Raw -750500.235635 + Penalty 2827.667131 = -747672.568504
  nChanged 101
		SP:Iteration 13Q (77367.040000 sec): 3 clusters
  Score: Raw -750570.858082 + Penalty 2827.667131 = -747743.190951
  nChanged 73
		SP:Iteration 14Q (77367.240000 sec): 3 clusters
  Score: Raw -750614.699899 + Penalty 2827.667131 = -747787.032769
  nChanged 60
		SP:Iteration 15Q (77367.440000 sec): 3 clusters
  Score: Raw -750651.891345 + Penalty 2827.667131 = -747824.224214
  nChanged 55
		SP:Iteration 16Q (77367.610000 sec): 3 clusters
  Score: Raw -750682.600515 + Penalty 2827.667131 = -747854.933385
  nChanged 43
		SP:Iteration 17Q (77367.860000 sec): 3 clusters
  Score: Raw -750705.206943 + Penalty 2827.667131 = -747877.539813
  nChanged 31
		SP:Iteration 18Q (77368.020000 sec): 3 clusters
  Score: Raw -750725.033864 + Penalty 2827.667131 = -747897.366733
  nChanged 27
		SP:Iteration 19Q (77368.180000 sec): 3 clusters
  Score: Raw -750739.212057 + Penalty 2827.667131 = -747911.544926
  nChanged 27
		SP:Iteration 20F (77368.340000 sec): 3 clusters
  Score: Raw -750751.703861 + Penalty 2827.667131 = -747924.036731
  nChanged 16
		SP:Iteration 21Q (77368.550000 sec): 3 clusters
  Score: Raw -750757.297108 + Penalty 2827.667131 = -747929.629977
  nChanged 6
		SP:Iteration 22Q (77368.780000 sec): 3 clusters
  Score: Raw -750759.689108 + Penalty 2827.667131 = -747932.021977
  nChanged 4
		SP:Iteration 23Q (77368.980000 sec): 3 clusters
  Score: Raw -750762.428477 + Penalty 2827.667131 = -747934.761346
  nChanged 6
		SP:Iteration 24Q (77369.180000 sec): 3 clusters
  Score: Raw -750764.624579 + Penalty 2827.667131 = -747936.957448
  nChanged 9
		SP:Iteration 25Q (77369.380000 sec): 3 clusters
  Score: Raw -750768.240358 + Penalty 2827.667131 = -747940.573227
  nChanged 8
		SP:Iteration 26Q (77369.540000 sec): 3 clusters
  Score: Raw -750772.316671 + Penalty 2827.667131 = -747944.649541
  nChanged 10
		SP:Iteration 27Q (77369.730000 sec): 3 clusters
  Score: Raw -750775.760411 + Penalty 2827.667131 = -747948.093281
  nChanged 7
		SP:Iteration 28Q (77369.940000 sec): 3 clusters
  Score: Raw -750778.686726 + Penalty 2827.667131 = -747951.019596
  nChanged 5
		SP:Iteration 29Q (77370.140000 sec): 3 clusters
  Score: Raw -750781.220315 + Penalty 2827.667131 = -747953.553184
  nChanged 5
		SP:Iteration 30Q (77370.310000 sec): 3 clusters
  Score: Raw -750784.803592 + Penalty 2827.667131 = -747957.136461
  nChanged 5
		SP:Iteration 31Q (77370.520000 sec): 3 clusters
  Score: Raw -750787.909437 + Penalty 2827.667131 = -747960.242307
  nChanged 6
		SP:Iteration 32Q (77370.730000 sec): 3 clusters
  Score: Raw -750791.626772 + Penalty 2827.667131 = -747963.959642
  nChanged 6
		SP:Iteration 33Q (77370.890000 sec): 3 clusters
  Score: Raw -750794.439828 + Penalty 2827.667131 = -747966.772698
  nChanged 5
		SP:Iteration 34Q (77371.080000 sec): 3 clusters
  Score: Raw -750796.238424 + Penalty 2827.667131 = -747968.571293
  nChanged 3
		SP:Iteration 35Q (77371.260000 sec): 3 clusters
  Score: Raw -750797.312885 + Penalty 2827.667131 = -747969.645754
  nChanged 3
		SP:Iteration 36Q (77371.450000 sec): 3 clusters
  Score: Raw -750799.506616 + Penalty 2827.667131 = -747971.839485
  nChanged 3
		SP:Iteration 37Q (77371.640000 sec): 3 clusters
  Score: Raw -750800.418478 + Penalty 2827.667131 = -747972.751348
  nChanged 5
		SP:Iteration 38Q (77371.830000 sec): 3 clusters
  Score: Raw -750802.380844 + Penalty 2827.667131 = -747974.713713
  nChanged 2
		SP:Iteration 39Q (77372.030000 sec): 3 clusters
  Score: Raw -750802.692109 + Penalty 2827.667131 = -747975.024978
  nChanged 1
		SP:Iteration 40F (77372.240000 sec): 3 clusters
  Score: Raw -750802.823112 + Penalty 2827.667131 = -747975.155982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (3228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77372.340000 sec): 2 clusters
  Score: Raw -367536.403990 + Penalty 1312.937930 = -366223.466060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77372.500000 sec): 3 clusters
  Score: Raw -366011.439738 + Penalty 2625.875860 = -363385.563878
  nChanged 1217
		SP:Iteration 1F (77372.690000 sec): 3 clusters
  Score: Raw -366811.436294 + Penalty 2625.875860 = -364185.560435
  nChanged 298
		SP:Iteration 2F (77372.870000 sec): 3 clusters
  Score: Raw -367077.189951 + Penalty 2625.875860 = -364451.314091
  nChanged 231
		SP:Iteration 3F (77373.030000 sec): 3 clusters
  Score: Raw -367341.587308 + Penalty 2625.875860 = -364715.711449
  nChanged 231
		SP:Iteration 4F (77373.220000 sec): 3 clusters
  Score: Raw -367605.669635 + Penalty 2625.875860 = -364979.793775
  nChanged 183
		SP:Iteration 5F (77373.400000 sec): 3 clusters
  Score: Raw -367782.597504 + Penalty 2625.875860 = -365156.721644
  nChanged 135
		SP:Iteration 6Q (77373.550000 sec): 3 clusters
  Score: Raw -367898.591632 + Penalty 2625.875860 = -365272.715773
  nChanged 93
		SP:Iteration 7Q (77373.730000 sec): 3 clusters
  Score: Raw -367973.906255 + Penalty 2625.875860 = -365348.030395
  nChanged 78
		SP:Iteration 8Q (77373.930000 sec): 3 clusters
  Score: Raw -368022.991059 + Penalty 2625.875860 = -365397.115200
  nChanged 58
		SP:Iteration 9Q (77374.110000 sec): 3 clusters
  Score: Raw -368058.481468 + Penalty 2625.875860 = -365432.605609
  nChanged 51
		SP:Iteration 10Q (77374.280000 sec): 3 clusters
  Score: Raw -368095.066553 + Penalty 2625.875860 = -365469.190694
  nChanged 53
		SP:Iteration 11Q (77374.470000 sec): 3 clusters
  Score: Raw -368124.068395 + Penalty 2625.875860 = -365498.192536
  nChanged 36
		SP:Iteration 12Q (77374.650000 sec): 3 clusters
  Score: Raw -368141.668230 + Penalty 2625.875860 = -365515.792371
  nChanged 31
		SP:Iteration 13Q (77374.840000 sec): 3 clusters
  Score: Raw -368153.073332 + Penalty 2625.875860 = -365527.197472
  nChanged 30
		SP:Iteration 14Q (77375.020000 sec): 3 clusters
  Score: Raw -368167.008623 + Penalty 2625.875860 = -365541.132763
  nChanged 31
		SP:Iteration 15Q (77375.200000 sec): 3 clusters
  Score: Raw -368181.885733 + Penalty 2625.875860 = -365556.009873
  nChanged 25
		SP:Iteration 16Q (77375.390000 sec): 3 clusters
  Score: Raw -368194.411566 + Penalty 2625.875860 = -365568.535706
  nChanged 23
		SP:Iteration 17Q (77375.610000 sec): 3 clusters
  Score: Raw -368203.286325 + Penalty 2625.875860 = -365577.410465
  nChanged 18
		SP:Iteration 18Q (77375.790000 sec): 3 clusters
  Score: Raw -368208.215283 + Penalty 2625.875860 = -365582.339424
  nChanged 16
		SP:Iteration 19Q (77375.980000 sec): 3 clusters
  Score: Raw -368212.523388 + Penalty 2625.875860 = -365586.647528
  nChanged 13
		SP:Iteration 20F (77376.130000 sec): 3 clusters
  Score: Raw -368216.503870 + Penalty 2625.875860 = -365590.628010
  nChanged 6
		SP:Iteration 21Q (77376.290000 sec): 3 clusters
  Score: Raw -368217.696610 + Penalty 2625.875860 = -365591.820750
  nChanged 5
		SP:Iteration 22Q (77376.470000 sec): 3 clusters
  Score: Raw -368218.798597 + Penalty 2625.875860 = -365592.922738
  nChanged 3
		SP:Iteration 23Q (77376.650000 sec): 3 clusters
  Score: Raw -368219.315899 + Penalty 2625.875860 = -365593.440040
  nChanged 3
		SP:Iteration 24Q (77376.800000 sec): 3 clusters
  Score: Raw -368219.743811 + Penalty 2625.875860 = -365593.867952
  nChanged 1
		SP:Iteration 25Q (77376.980000 sec): 3 clusters
  Score: Raw -368219.855586 + Penalty 2625.875860 = -365593.979727
  nChanged 0
		SP:Iteration 26F (77377.120000 sec): 3 clusters
  Score: Raw -368219.855586 + Penalty 2625.875860 = -365593.979727
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 14 (1370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77377.220000 sec): 2 clusters
  Score: Raw -162597.127335 + Penalty 1173.666978 = -161423.460357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77377.420000 sec): 3 clusters
  Score: Raw -162090.824547 + Penalty 2347.333956 = -159743.490591
  nChanged 448
		SP:Iteration 1F (77377.580000 sec): 3 clusters
  Score: Raw -162402.217760 + Penalty 2347.333956 = -160054.883804
  nChanged 107
		SP:Iteration 2F (77377.760000 sec): 3 clusters
  Score: Raw -162478.766540 + Penalty 2347.333956 = -160131.432583
  nChanged 47
		SP:Iteration 3Q (77377.920000 sec): 3 clusters
  Score: Raw -162515.869689 + Penalty 2347.333956 = -160168.535733
  nChanged 35
		SP:Iteration 4Q (77378.110000 sec): 3 clusters
  Score: Raw -162546.276365 + Penalty 2347.333956 = -160198.942409
  nChanged 24
		SP:Iteration 5Q (77378.310000 sec): 3 clusters
  Score: Raw -162559.797330 + Penalty 2347.333956 = -160212.463374
  nChanged 16
		SP:Iteration 6Q (77378.510000 sec): 3 clusters
  Score: Raw -162569.463203 + Penalty 2347.333956 = -160222.129247
  nChanged 14
		SP:Iteration 7Q (77378.670000 sec): 3 clusters
  Score: Raw -162578.877462 + Penalty 2347.333956 = -160231.543505
  nChanged 13
		SP:Iteration 8Q (77378.870000 sec): 3 clusters
  Score: Raw -162584.428095 + Penalty 2347.333956 = -160237.094139
  nChanged 11
		SP:Iteration 9Q (77379.050000 sec): 3 clusters
  Score: Raw -162590.191658 + Penalty 2347.333956 = -160242.857702
  nChanged 10
		SP:Iteration 10Q (77379.200000 sec): 3 clusters
  Score: Raw -162593.313336 + Penalty 2347.333956 = -160245.979380
  nChanged 4
		SP:Iteration 11Q (77379.420000 sec): 3 clusters
  Score: Raw -162595.622292 + Penalty 2347.333956 = -160248.288336
  nChanged 6
		SP:Iteration 12Q (77379.570000 sec): 3 clusters
  Score: Raw -162600.274207 + Penalty 2347.333956 = -160252.940251
  nChanged 10
		SP:Iteration 13Q (77379.770000 sec): 3 clusters
  Score: Raw -162608.240047 + Penalty 2347.333956 = -160260.906091
  nChanged 6
		SP:Iteration 14Q (77379.900000 sec): 3 clusters
  Score: Raw -162611.477401 + Penalty 2347.333956 = -160264.143445
  nChanged 7
		SP:Iteration 15Q (77380.120000 sec): 3 clusters
  Score: Raw -162615.136111 + Penalty 2347.333956 = -160267.802155
  nChanged 5
		SP:Iteration 16Q (77380.310000 sec): 3 clusters
  Score: Raw -162617.280366 + Penalty 2347.333956 = -160269.946409
  nChanged 3
		SP:Iteration 17Q (77380.500000 sec): 3 clusters
  Score: Raw -162621.166002 + Penalty 2347.333956 = -160273.832046
  nChanged 4
		SP:Iteration 18Q (77380.650000 sec): 3 clusters
  Score: Raw -162623.012176 + Penalty 2347.333956 = -160275.678219
  nChanged 9
		SP:Iteration 19Q (77380.860000 sec): 3 clusters
  Score: Raw -162628.113161 + Penalty 2347.333956 = -160280.779205
  nChanged 7
		SP:Iteration 20F (77381.020000 sec): 3 clusters
  Score: Raw -162630.984013 + Penalty 2347.333956 = -160283.650057
  nChanged 3
		SP:Iteration 21Q (77381.170000 sec): 3 clusters
  Score: Raw -162631.706942 + Penalty 2347.333956 = -160284.372986
  nChanged 0
		SP:Iteration 22F (77381.360000 sec): 3 clusters
  Score: Raw -162631.706942 + Penalty 2347.333956 = -160284.372986
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (4924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77381.480000 sec): 2 clusters
  Score: Raw -581116.622403 + Penalty 1381.554929 = -579735.067474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77381.660000 sec): 3 clusters
  Score: Raw -578623.889342 + Penalty 2763.109858 = -575860.779484
  nChanged 2000
		SP:Iteration 1F (77381.830000 sec): 3 clusters
  Score: Raw -579812.161848 + Penalty 2763.109858 = -577049.051990
  nChanged 430
		SP:Iteration 2F (77382.000000 sec): 3 clusters
  Score: Raw -580137.629584 + Penalty 2763.109858 = -577374.519726
  nChanged 371
		SP:Iteration 3F (77382.210000 sec): 3 clusters
  Score: Raw -580506.564147 + Penalty 2763.109858 = -577743.454289
  nChanged 382
		SP:Iteration 4F (77382.400000 sec): 3 clusters
  Score: Raw -580874.584581 + Penalty 2763.109858 = -578111.474723
  nChanged 326
		SP:Iteration 5F (77382.580000 sec): 3 clusters
  Score: Raw -581147.725358 + Penalty 2763.109858 = -578384.615500
  nChanged 253
		SP:Iteration 6F (77382.750000 sec): 3 clusters
  Score: Raw -581314.637207 + Penalty 2763.109858 = -578551.527349
  nChanged 151
		SP:Iteration 7Q (77382.900000 sec): 3 clusters
  Score: Raw -581397.772310 + Penalty 2763.109858 = -578634.662452
  nChanged 110
		SP:Iteration 8Q (77383.110000 sec): 3 clusters
  Score: Raw -581443.877453 + Penalty 2763.109858 = -578680.767594
  nChanged 71
		SP:Iteration 9Q (77383.320000 sec): 3 clusters
  Score: Raw -581473.541950 + Penalty 2763.109858 = -578710.432091
  nChanged 50
		SP:Iteration 10Q (77383.500000 sec): 3 clusters
  Score: Raw -581488.624255 + Penalty 2763.109858 = -578725.514397
  nChanged 28
		SP:Iteration 11Q (77383.660000 sec): 3 clusters
  Score: Raw -581498.958664 + Penalty 2763.109858 = -578735.848806
  nChanged 23
		SP:Iteration 12Q (77383.870000 sec): 3 clusters
  Score: Raw -581505.309939 + Penalty 2763.109858 = -578742.200080
  nChanged 15
		SP:Iteration 13Q (77384.060000 sec): 3 clusters
  Score: Raw -581509.158396 + Penalty 2763.109858 = -578746.048537
  nChanged 12
		SP:Iteration 14Q (77384.270000 sec): 3 clusters
  Score: Raw -581514.351074 + Penalty 2763.109858 = -578751.241216
  nChanged 9
		SP:Iteration 15Q (77384.420000 sec): 3 clusters
  Score: Raw -581516.340153 + Penalty 2763.109858 = -578753.230295
  nChanged 6
		SP:Iteration 16Q (77384.610000 sec): 3 clusters
  Score: Raw -581517.892505 + Penalty 2763.109858 = -578754.782647
  nChanged 8
		SP:Iteration 17Q (77384.790000 sec): 3 clusters
  Score: Raw -581519.346774 + Penalty 2763.109858 = -578756.236916
  nChanged 5
		SP:Iteration 18Q (77384.990000 sec): 3 clusters
  Score: Raw -581520.273380 + Penalty 2763.109858 = -578757.163522
  nChanged 5
		SP:Iteration 19Q (77385.140000 sec): 3 clusters
  Score: Raw -581521.405084 + Penalty 2763.109858 = -578758.295226
  nChanged 3
		SP:Iteration 20F (77385.350000 sec): 3 clusters
  Score: Raw -581522.426976 + Penalty 2763.109858 = -578759.317117
  nChanged 2
		SP:Iteration 21Q (77385.540000 sec): 3 clusters
  Score: Raw -581523.052842 + Penalty 2763.109858 = -578759.942983
  nChanged 5
		SP:Iteration 22Q (77385.710000 sec): 3 clusters
  Score: Raw -581524.014092 + Penalty 2763.109858 = -578760.904233
  nChanged 2
		SP:Iteration 23Q (77385.910000 sec): 3 clusters
  Score: Raw -581524.345517 + Penalty 2763.109858 = -578761.235659
  nChanged 2
		SP:Iteration 24Q (77386.100000 sec): 3 clusters
  Score: Raw -581524.634813 + Penalty 2763.109858 = -578761.524955
  nChanged 2
		SP:Iteration 25Q (77386.330000 sec): 3 clusters
  Score: Raw -581525.050388 + Penalty 2763.109858 = -578761.940530
  nChanged 2
		SP:Iteration 26Q (77386.520000 sec): 3 clusters
  Score: Raw -581525.455063 + Penalty 2763.109858 = -578762.345205
  nChanged 1
		SP:Iteration 27Q (77386.700000 sec): 3 clusters
  Score: Raw -581525.549679 + Penalty 2763.109858 = -578762.439820
  nChanged 0
		SP:Iteration 28F (77386.890000 sec): 3 clusters
  Score: Raw -581525.549679 + Penalty 2763.109858 = -578762.439820
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77387.000000 sec): 2 clusters
  Score: Raw -57005.691752 + Penalty 1022.980725 = -55982.711027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77387.200000 sec): 3 clusters
  Score: Raw -57002.568444 + Penalty 2045.961450 = -54956.606994
  nChanged 153
		SP:Iteration 1F (77387.380000 sec): 3 clusters
  Score: Raw -57297.095881 + Penalty 2045.961450 = -55251.134430
  nChanged 40
		SP:Iteration 2F (77387.540000 sec): 3 clusters
  Score: Raw -57379.653792 + Penalty 2045.961450 = -55333.692341
  nChanged 31
		SP:Iteration 3F (77387.750000 sec): 3 clusters
  Score: Raw -57439.114928 + Penalty 2045.961450 = -55393.153477
  nChanged 23
		SP:Iteration 4Q (77387.900000 sec): 3 clusters
  Score: Raw -57506.544187 + Penalty 2045.961450 = -55460.582737
  nChanged 24
		SP:Iteration 5Q (77388.040000 sec): 3 clusters
  Score: Raw -57571.060755 + Penalty 2045.961450 = -55525.099305
  nChanged 12
		SP:Iteration 6Q (77388.230000 sec): 3 clusters
  Score: Raw -57601.645512 + Penalty 2045.961450 = -55555.684062
  nChanged 12
		SP:Iteration 7Q (77388.360000 sec): 3 clusters
  Score: Raw -57623.785012 + Penalty 2045.961450 = -55577.823561
  nChanged 8
		SP:Iteration 8Q (77388.550000 sec): 3 clusters
  Score: Raw -57647.004393 + Penalty 2045.961450 = -55601.042942
  nChanged 10
		SP:Iteration 9Q (77388.740000 sec): 3 clusters
  Score: Raw -57668.874774 + Penalty 2045.961450 = -55622.913323
  nChanged 8
		SP:Iteration 10Q (77388.920000 sec): 3 clusters
  Score: Raw -57692.083054 + Penalty 2045.961450 = -55646.121604
  nChanged 12
		SP:Iteration 11Q (77389.100000 sec): 3 clusters
  Score: Raw -57737.241232 + Penalty 2045.961450 = -55691.279782
  nChanged 10
		SP:Iteration 12Q (77389.260000 sec): 3 clusters
  Score: Raw -57774.982597 + Penalty 2045.961450 = -55729.021147
  nChanged 4
		SP:Iteration 13Q (77389.490000 sec): 3 clusters
  Score: Raw -57786.189444 + Penalty 2045.961450 = -55740.227993
  nChanged 3
		SP:Iteration 14Q (77389.620000 sec): 3 clusters
  Score: Raw -57796.067868 + Penalty 2045.961450 = -55750.106417
  nChanged 3
		SP:Iteration 15Q (77389.800000 sec): 3 clusters
  Score: Raw -57802.103070 + Penalty 2045.961450 = -55756.141620
  nChanged 3
		SP:Iteration 16Q (77389.960000 sec): 3 clusters
  Score: Raw -57809.659657 + Penalty 2045.961450 = -55763.698206
  nChanged 3
		SP:Iteration 17Q (77390.160000 sec): 3 clusters
  Score: Raw -57818.569810 + Penalty 2045.961450 = -55772.608359
  nChanged 4
		SP:Iteration 18Q (77390.320000 sec): 3 clusters
  Score: Raw -57850.465301 + Penalty 2045.961450 = -55804.503850
  nChanged 5
		SP:Iteration 19Q (77390.520000 sec): 3 clusters
  Score: Raw -57889.984248 + Penalty 2045.961450 = -55844.022797
  nChanged 5
		SP:Iteration 20F (77390.660000 sec): 3 clusters
  Score: Raw -57910.302728 + Penalty 2045.961450 = -55864.341277
  nChanged 7
		SP:Iteration 21Q (77390.860000 sec): 3 clusters
  Score: Raw -57924.411447 + Penalty 2045.961450 = -55878.449997
  nChanged 8
		SP:Iteration 22Q (77391.040000 sec): 3 clusters
  Score: Raw -57951.186708 + Penalty 2045.961450 = -55905.225257
  nChanged 13
		SP:Iteration 23Q (77391.220000 sec): 3 clusters
  Score: Raw -58036.639135 + Penalty 2045.961450 = -55990.677685
  nChanged 12
		SP:Iteration 24Q (77391.360000 sec): 3 clusters
  Score: Raw -58248.361520 + Penalty 2045.961450 = -56202.400069
  nChanged 6
		SP:Iteration 25Q (77391.550000 sec): 3 clusters
  Score: Raw -58353.359439 + Penalty 2045.961450 = -56307.397989
  nChanged 1
		SP:Iteration 26Q (77391.720000 sec): 3 clusters
  Score: Raw -58355.508236 + Penalty 2045.961450 = -56309.546786
  nChanged 0
		SP:Iteration 27F (77391.880000 sec): 3 clusters
  Score: Raw -58355.508236 + Penalty 2045.961450 = -56309.546786
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77391.980000 sec): 2 clusters
  Score: Raw -103264.831343 + Penalty 1106.289428 = -102158.541914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77392.190000 sec): 3 clusters
  Score: Raw -103013.232585 + Penalty 2212.578857 = -100800.653728
  nChanged 256
		SP:Iteration 1F (77392.340000 sec): 3 clusters
  Score: Raw -103254.638532 + Penalty 2212.578857 = -101042.059675
  nChanged 53
		SP:Iteration 2F (77392.520000 sec): 3 clusters
  Score: Raw -103320.167892 + Penalty 2212.578857 = -101107.589035
  nChanged 27
		SP:Iteration 3Q (77392.670000 sec): 3 clusters
  Score: Raw -103341.331962 + Penalty 2212.578857 = -101128.753105
  nChanged 11
		SP:Iteration 4Q (77392.830000 sec): 3 clusters
  Score: Raw -103350.689356 + Penalty 2212.578857 = -101138.110499
  nChanged 11
		SP:Iteration 5Q (77393.000000 sec): 3 clusters
  Score: Raw -103357.159214 + Penalty 2212.578857 = -101144.580358
  nChanged 7
		SP:Iteration 6Q (77393.160000 sec): 3 clusters
  Score: Raw -103363.062532 + Penalty 2212.578857 = -101150.483675
  nChanged 5
		SP:Iteration 7Q (77393.320000 sec): 3 clusters
  Score: Raw -103368.177237 + Penalty 2212.578857 = -101155.598380
  nChanged 8
		SP:Iteration 8Q (77393.530000 sec): 3 clusters
  Score: Raw -103379.978800 + Penalty 2212.578857 = -101167.399943
  nChanged 10
		SP:Iteration 9Q (77393.670000 sec): 3 clusters
  Score: Raw -103395.466288 + Penalty 2212.578857 = -101182.887431
  nChanged 6
		SP:Iteration 10Q (77393.880000 sec): 3 clusters
  Score: Raw -103404.531450 + Penalty 2212.578857 = -101191.952593
  nChanged 13
		SP:Iteration 11Q (77394.080000 sec): 3 clusters
  Score: Raw -103417.438469 + Penalty 2212.578857 = -101204.859613
  nChanged 8
		SP:Iteration 12Q (77394.260000 sec): 3 clusters
  Score: Raw -103428.074141 + Penalty 2212.578857 = -101215.495284
  nChanged 8
		SP:Iteration 13Q (77394.440000 sec): 3 clusters
  Score: Raw -103437.462574 + Penalty 2212.578857 = -101224.883717
  nChanged 6
		SP:Iteration 14Q (77394.560000 sec): 3 clusters
  Score: Raw -103447.063524 + Penalty 2212.578857 = -101234.484668
  nChanged 12
		SP:Iteration 15Q (77394.730000 sec): 3 clusters
  Score: Raw -103460.849308 + Penalty 2212.578857 = -101248.270452
  nChanged 12
		SP:Iteration 16Q (77394.930000 sec): 3 clusters
  Score: Raw -103471.400728 + Penalty 2212.578857 = -101258.821872
  nChanged 11
		SP:Iteration 17Q (77395.080000 sec): 3 clusters
  Score: Raw -103482.072920 + Penalty 2212.578857 = -101269.494063
  nChanged 3
		SP:Iteration 18Q (77395.240000 sec): 3 clusters
  Score: Raw -103486.775769 + Penalty 2212.578857 = -101274.196913
  nChanged 3
		SP:Iteration 19Q (77395.420000 sec): 3 clusters
  Score: Raw -103489.019935 + Penalty 2212.578857 = -101276.441079
  nChanged 1
		SP:Iteration 20F (77395.590000 sec): 3 clusters
  Score: Raw -103490.936000 + Penalty 2212.578857 = -101278.357143
  nChanged 2
		SP:Iteration 21Q (77395.780000 sec): 3 clusters
  Score: Raw -103493.076771 + Penalty 2212.578857 = -101280.497914
  nChanged 3
		SP:Iteration 22Q (77395.930000 sec): 3 clusters
  Score: Raw -103495.538534 + Penalty 2212.578857 = -101282.959677
  nChanged 1
		SP:Iteration 23Q (77396.090000 sec): 3 clusters
  Score: Raw -103496.090196 + Penalty 2212.578857 = -101283.511339
  nChanged 1
		SP:Iteration 24Q (77396.300000 sec): 3 clusters
  Score: Raw -103496.660116 + Penalty 2212.578857 = -101284.081260
  nChanged 2
		SP:Iteration 25Q (77396.430000 sec): 3 clusters
  Score: Raw -103497.741320 + Penalty 2212.578857 = -101285.162463
  nChanged 2
		SP:Iteration 26Q (77396.610000 sec): 3 clusters
  Score: Raw -103499.302675 + Penalty 2212.578857 = -101286.723818
  nChanged 1
		SP:Iteration 27Q (77396.750000 sec): 3 clusters
  Score: Raw -103500.756029 + Penalty 2212.578857 = -101288.177172
  nChanged 6
		SP:Iteration 28Q (77396.920000 sec): 3 clusters
  Score: Raw -103505.967111 + Penalty 2212.578857 = -101293.388254
  nChanged 3
		SP:Iteration 29Q (77397.090000 sec): 3 clusters
  Score: Raw -103508.192016 + Penalty 2212.578857 = -101295.613160
  nChanged 2
		SP:Iteration 30Q (77397.260000 sec): 3 clusters
  Score: Raw -103509.284455 + Penalty 2212.578857 = -101296.705598
  nChanged 2
		SP:Iteration 31Q (77397.440000 sec): 3 clusters
  Score: Raw -103511.514244 + Penalty 2212.578857 = -101298.935387
  nChanged 2
		SP:Iteration 32Q (77397.590000 sec): 3 clusters
  Score: Raw -103513.779117 + Penalty 2212.578857 = -101301.200260
  nChanged 2
		SP:Iteration 33Q (77397.760000 sec): 3 clusters
  Score: Raw -103517.958431 + Penalty 2212.578857 = -101305.379574
  nChanged 2
		SP:Iteration 34Q (77397.930000 sec): 3 clusters
  Score: Raw -103524.286769 + Penalty 2212.578857 = -101311.707912
  nChanged 3
		SP:Iteration 35Q (77398.130000 sec): 3 clusters
  Score: Raw -103528.603898 + Penalty 2212.578857 = -101316.025041
  nChanged 6
		SP:Iteration 36Q (77398.260000 sec): 3 clusters
  Score: Raw -103538.703437 + Penalty 2212.578857 = -101326.124580
  nChanged 10
		SP:Iteration 37Q (77398.440000 sec): 3 clusters
  Score: Raw -103557.563552 + Penalty 2212.578857 = -101344.984695
  nChanged 7
		SP:Iteration 38Q (77398.600000 sec): 3 clusters
  Score: Raw -103572.412133 + Penalty 2212.578857 = -101359.833276
  nChanged 8
		SP:Iteration 39Q (77398.800000 sec): 3 clusters
  Score: Raw -103584.505843 + Penalty 2212.578857 = -101371.926986
  nChanged 14
		SP:Iteration 40F (77398.930000 sec): 3 clusters
  Score: Raw -103604.241160 + Penalty 2212.578857 = -101391.662303
  nChanged 13
		SP:Iteration 41Q (77399.100000 sec): 3 clusters
  Score: Raw -103623.971799 + Penalty 2212.578857 = -101411.392942
  nChanged 14
		SP:Iteration 42Q (77399.310000 sec): 3 clusters
  Score: Raw -103638.209460 + Penalty 2212.578857 = -101425.630604
  nChanged 11
		SP:Iteration 43Q (77399.420000 sec): 3 clusters
  Score: Raw -103649.898938 + Penalty 2212.578857 = -101437.320081
  nChanged 12
		SP:Iteration 44Q (77399.620000 sec): 3 clusters
  Score: Raw -103668.464977 + Penalty 2212.578857 = -101455.886121
  nChanged 13
		SP:Iteration 45Q (77399.780000 sec): 3 clusters
  Score: Raw -103685.710603 + Penalty 2212.578857 = -101473.131746
  nChanged 16
		SP:Iteration 46Q (77399.950000 sec): 3 clusters
  Score: Raw -103719.273712 + Penalty 2212.578857 = -101506.694856
  nChanged 14
		SP:Iteration 47Q (77400.140000 sec): 3 clusters
  Score: Raw -103737.008063 + Penalty 2212.578857 = -101524.429207
  nChanged 10
		SP:Iteration 48Q (77400.310000 sec): 3 clusters
  Score: Raw -103748.603839 + Penalty 2212.578857 = -101536.024982
  nChanged 10
		SP:Iteration 49Q (77400.470000 sec): 3 clusters
  Score: Raw -103757.544306 + Penalty 2212.578857 = -101544.965449
  nChanged 15
		SP:Iteration 50Q (77400.690000 sec): 3 clusters
  Score: Raw -103770.665113 + Penalty 2212.578857 = -101558.086257
  nChanged 9
		SP:Iteration 51Q (77400.890000 sec): 3 clusters
  Score: Raw -103776.895943 + Penalty 2212.578857 = -101564.317086
  nChanged 7
		SP:Iteration 52Q (77401.060000 sec): 3 clusters
  Score: Raw -103781.842919 + Penalty 2212.578857 = -101569.264063
  nChanged 5
		SP:Iteration 53Q (77401.180000 sec): 3 clusters
  Score: Raw -103785.648853 + Penalty 2212.578857 = -101573.069997
  nChanged 2
		SP:Iteration 54Q (77401.340000 sec): 3 clusters
  Score: Raw -103786.764781 + Penalty 2212.578857 = -101574.185924
  nChanged 2
		SP:Iteration 55Q (77401.510000 sec): 3 clusters
  Score: Raw -103787.859904 + Penalty 2212.578857 = -101575.281047
  nChanged 3
		SP:Iteration 56Q (77401.670000 sec): 3 clusters
  Score: Raw -103789.919428 + Penalty 2212.578857 = -101577.340572
  nChanged 2
		SP:Iteration 57Q (77401.860000 sec): 3 clusters
  Score: Raw -103791.597065 + Penalty 2212.578857 = -101579.018208
  nChanged 2
		SP:Iteration 58Q (77402.050000 sec): 3 clusters
  Score: Raw -103792.789149 + Penalty 2212.578857 = -101580.210293
  nChanged 1
		SP:Iteration 59Q (77402.250000 sec): 3 clusters
  Score: Raw -103793.663891 + Penalty 2212.578857 = -101581.085034
  nChanged 0
		SP:Iteration 60F (77402.380000 sec): 3 clusters
  Score: Raw -103793.663891 + Penalty 2212.578857 = -101581.085034
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 18 (5645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77402.490000 sec): 2 clusters
  Score: Raw -670324.688807 + Penalty 1403.760390 = -668920.928417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77402.650000 sec): 3 clusters
  Score: Raw -667350.260335 + Penalty 2807.520780 = -664542.739555
  nChanged 2352
		SP:Iteration 1F (77402.830000 sec): 3 clusters
  Score: Raw -668642.114030 + Penalty 2807.520780 = -665834.593250
  nChanged 417
		SP:Iteration 2F (77403.030000 sec): 3 clusters
  Score: Raw -668907.339057 + Penalty 2807.520780 = -666099.818277
  nChanged 316
		SP:Iteration 3F (77403.210000 sec): 3 clusters
  Score: Raw -669096.932952 + Penalty 2807.520780 = -666289.412172
  nChanged 271
		SP:Iteration 4Q (77403.410000 sec): 3 clusters
  Score: Raw -669266.274619 + Penalty 2807.520780 = -666458.753839
  nChanged 238
		SP:Iteration 5Q (77403.650000 sec): 3 clusters
  Score: Raw -669395.473196 + Penalty 2807.520780 = -666587.952416
  nChanged 215
		SP:Iteration 6Q (77403.840000 sec): 3 clusters
  Score: Raw -669501.653762 + Penalty 2807.520780 = -666694.132982
  nChanged 188
		SP:Iteration 7Q (77404.080000 sec): 3 clusters
  Score: Raw -669603.034897 + Penalty 2807.520780 = -666795.514117
  nChanged 165
		SP:Iteration 8Q (77404.300000 sec): 3 clusters
  Score: Raw -669692.439109 + Penalty 2807.520780 = -666884.918330
  nChanged 168
		SP:Iteration 9Q (77404.490000 sec): 3 clusters
  Score: Raw -669790.084082 + Penalty 2807.520780 = -666982.563302
  nChanged 167
		SP:Iteration 10Q (77404.670000 sec): 3 clusters
  Score: Raw -669877.606706 + Penalty 2807.520780 = -667070.085926
  nChanged 166
		SP:Iteration 11Q (77404.850000 sec): 3 clusters
  Score: Raw -669965.739804 + Penalty 2807.520780 = -667158.219024
  nChanged 127
		SP:Iteration 12Q (77405.040000 sec): 3 clusters
  Score: Raw -670029.514301 + Penalty 2807.520780 = -667221.993521
  nChanged 112
		SP:Iteration 13Q (77405.250000 sec): 3 clusters
  Score: Raw -670075.464354 + Penalty 2807.520780 = -667267.943574
  nChanged 96
		SP:Iteration 14Q (77405.450000 sec): 3 clusters
  Score: Raw -670116.432762 + Penalty 2807.520780 = -667308.911982
  nChanged 84
		SP:Iteration 15Q (77405.610000 sec): 3 clusters
  Score: Raw -670150.444243 + Penalty 2807.520780 = -667342.923463
  nChanged 69
		SP:Iteration 16Q (77405.790000 sec): 3 clusters
  Score: Raw -670173.837072 + Penalty 2807.520780 = -667366.316292
  nChanged 57
		SP:Iteration 17Q (77405.990000 sec): 3 clusters
  Score: Raw -670189.006612 + Penalty 2807.520780 = -667381.485833
  nChanged 43
		SP:Iteration 18Q (77406.190000 sec): 3 clusters
  Score: Raw -670201.655236 + Penalty 2807.520780 = -667394.134456
  nChanged 45
		SP:Iteration 19Q (77406.390000 sec): 3 clusters
  Score: Raw -670216.061237 + Penalty 2807.520780 = -667408.540457
  nChanged 32
		SP:Iteration 20F (77406.570000 sec): 3 clusters
  Score: Raw -670225.569305 + Penalty 2807.520780 = -667418.048525
  nChanged 41
		SP:Iteration 21Q (77406.770000 sec): 3 clusters
  Score: Raw -670238.407414 + Penalty 2807.520780 = -667430.886634
  nChanged 44
		SP:Iteration 22Q (77406.950000 sec): 3 clusters
  Score: Raw -670253.277912 + Penalty 2807.520780 = -667445.757132
  nChanged 46
		SP:Iteration 23Q (77407.140000 sec): 3 clusters
  Score: Raw -670267.343336 + Penalty 2807.520780 = -667459.822556
  nChanged 43
		SP:Iteration 24Q (77407.350000 sec): 3 clusters
  Score: Raw -670278.849720 + Penalty 2807.520780 = -667471.328940
  nChanged 27
		SP:Iteration 25Q (77407.530000 sec): 3 clusters
  Score: Raw -670286.462154 + Penalty 2807.520780 = -667478.941374
  nChanged 29
		SP:Iteration 26Q (77407.770000 sec): 3 clusters
  Score: Raw -670293.405790 + Penalty 2807.520780 = -667485.885010
  nChanged 20
		SP:Iteration 27Q (77407.960000 sec): 3 clusters
  Score: Raw -670296.847319 + Penalty 2807.520780 = -667489.326539
  nChanged 16
		SP:Iteration 28Q (77408.140000 sec): 3 clusters
  Score: Raw -670301.248020 + Penalty 2807.520780 = -667493.727240
  nChanged 16
		SP:Iteration 29Q (77408.330000 sec): 3 clusters
  Score: Raw -670306.163239 + Penalty 2807.520780 = -667498.642459
  nChanged 21
		SP:Iteration 30Q (77408.490000 sec): 3 clusters
  Score: Raw -670311.749179 + Penalty 2807.520780 = -667504.228399
  nChanged 20
		SP:Iteration 31Q (77408.710000 sec): 3 clusters
  Score: Raw -670315.755364 + Penalty 2807.520780 = -667508.234585
  nChanged 16
		SP:Iteration 32Q (77408.910000 sec): 3 clusters
  Score: Raw -670319.022737 + Penalty 2807.520780 = -667511.501957
  nChanged 10
		SP:Iteration 33Q (77409.090000 sec): 3 clusters
  Score: Raw -670320.262978 + Penalty 2807.520780 = -667512.742198
  nChanged 3
		SP:Iteration 34Q (77409.300000 sec): 3 clusters
  Score: Raw -670320.870966 + Penalty 2807.520780 = -667513.350186
  nChanged 2
		SP:Iteration 35Q (77409.490000 sec): 3 clusters
  Score: Raw -670321.172808 + Penalty 2807.520780 = -667513.652028
  nChanged 3
		SP:Iteration 36Q (77409.690000 sec): 3 clusters
  Score: Raw -670321.810299 + Penalty 2807.520780 = -667514.289519
  nChanged 7
		SP:Iteration 37Q (77409.890000 sec): 3 clusters
  Score: Raw -670323.181619 + Penalty 2807.520780 = -667515.660839
  nChanged 3
		SP:Iteration 38Q (77410.070000 sec): 3 clusters
  Score: Raw -670323.817243 + Penalty 2807.520780 = -667516.296463
  nChanged 4
		SP:Iteration 39Q (77410.280000 sec): 3 clusters
  Score: Raw -670324.265530 + Penalty 2807.520780 = -667516.744750
  nChanged 3
		SP:Iteration 40F (77410.530000 sec): 3 clusters
  Score: Raw -670324.557613 + Penalty 2807.520780 = -667517.036834
  nChanged 3
		SP:Iteration 41Q (77410.700000 sec): 3 clusters
  Score: Raw -670325.177288 + Penalty 2807.520780 = -667517.656508
  nChanged 2
		SP:Iteration 42Q (77410.880000 sec): 3 clusters
  Score: Raw -670325.414917 + Penalty 2807.520780 = -667517.894137
  nChanged 1
		SP:Iteration 43Q (77411.060000 sec): 3 clusters
  Score: Raw -670325.575459 + Penalty 2807.520780 = -667518.054680
  nChanged 2
		SP:Iteration 44Q (77411.280000 sec): 3 clusters
  Score: Raw -670325.765731 + Penalty 2807.520780 = -667518.244951
  nChanged 1
		SP:Iteration 45Q (77411.430000 sec): 3 clusters
  Score: Raw -670325.930896 + Penalty 2807.520780 = -667518.410117
  nChanged 1
		SP:Iteration 46Q (77411.630000 sec): 3 clusters
  Score: Raw -670326.091699 + Penalty 2807.520780 = -667518.570920
  nChanged 2
		SP:Iteration 47Q (77411.830000 sec): 3 clusters
  Score: Raw -670326.501637 + Penalty 2807.520780 = -667518.980857
  nChanged 2
		SP:Iteration 48Q (77412.010000 sec): 3 clusters
  Score: Raw -670327.133698 + Penalty 2807.520780 = -667519.612918
  nChanged 3
		SP:Iteration 49Q (77412.230000 sec): 3 clusters
  Score: Raw -670327.703751 + Penalty 2807.520780 = -667520.182971
  nChanged 3
		SP:Iteration 50Q (77412.380000 sec): 3 clusters
  Score: Raw -670328.135560 + Penalty 2807.520780 = -667520.614780
  nChanged 1
		SP:Iteration 51Q (77412.580000 sec): 3 clusters
  Score: Raw -670328.442998 + Penalty 2807.520780 = -667520.922219
  nChanged 0
		SP:Iteration 52F (77412.750000 sec): 3 clusters
  Score: Raw -670328.442998 + Penalty 2807.520780 = -667520.922219
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (5444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77412.870000 sec): 2 clusters
  Score: Raw -659746.139313 + Penalty 1397.868772 = -658348.270541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77413.070000 sec): 3 clusters
  Score: Raw -656864.106140 + Penalty 2795.737543 = -654068.368596
  nChanged 2273
		SP:Iteration 1F (77413.300000 sec): 3 clusters
  Score: Raw -658161.227822 + Penalty 2795.737543 = -655365.490279
  nChanged 412
		SP:Iteration 2F (77413.470000 sec): 3 clusters
  Score: Raw -658378.275737 + Penalty 2795.737543 = -655582.538193
  nChanged 295
		SP:Iteration 3F (77413.700000 sec): 3 clusters
  Score: Raw -658514.419445 + Penalty 2795.737543 = -655718.681901
  nChanged 216
		SP:Iteration 4Q (77413.890000 sec): 3 clusters
  Score: Raw -658626.996751 + Penalty 2795.737543 = -655831.259208
  nChanged 232
		SP:Iteration 5Q (77414.020000 sec): 3 clusters
  Score: Raw -658757.430872 + Penalty 2795.737543 = -655961.693329
  nChanged 223
		SP:Iteration 6Q (77414.260000 sec): 3 clusters
  Score: Raw -658877.627392 + Penalty 2795.737543 = -656081.889849
  nChanged 210
		SP:Iteration 7Q (77414.460000 sec): 3 clusters
  Score: Raw -658997.175169 + Penalty 2795.737543 = -656201.437626
  nChanged 217
		SP:Iteration 8Q (77414.640000 sec): 3 clusters
  Score: Raw -659107.720078 + Penalty 2795.737543 = -656311.982534
  nChanged 196
		SP:Iteration 9Q (77414.860000 sec): 3 clusters
  Score: Raw -659223.628419 + Penalty 2795.737543 = -656427.890875
  nChanged 212
		SP:Iteration 10Q (77415.040000 sec): 3 clusters
  Score: Raw -659356.561923 + Penalty 2795.737543 = -656560.824379
  nChanged 181
		SP:Iteration 11Q (77415.260000 sec): 3 clusters
  Score: Raw -659479.886502 + Penalty 2795.737543 = -656684.148959
  nChanged 176
		SP:Iteration 12Q (77415.440000 sec): 3 clusters
  Score: Raw -659596.828045 + Penalty 2795.737543 = -656801.090502
  nChanged 169
		SP:Iteration 13Q (77415.620000 sec): 3 clusters
  Score: Raw -659697.876846 + Penalty 2795.737543 = -656902.139302
  nChanged 126
		SP:Iteration 14Q (77415.810000 sec): 3 clusters
  Score: Raw -659766.602928 + Penalty 2795.737543 = -656970.865384
  nChanged 128
		SP:Iteration 15Q (77415.990000 sec): 3 clusters
  Score: Raw -659826.404043 + Penalty 2795.737543 = -657030.666500
  nChanged 84
		SP:Iteration 16Q (77416.180000 sec): 3 clusters
  Score: Raw -659861.574573 + Penalty 2795.737543 = -657065.837030
  nChanged 57
		SP:Iteration 17Q (77416.380000 sec): 3 clusters
  Score: Raw -659882.224714 + Penalty 2795.737543 = -657086.487171
  nChanged 40
		SP:Iteration 18Q (77416.580000 sec): 3 clusters
  Score: Raw -659896.447697 + Penalty 2795.737543 = -657100.710154
  nChanged 30
		SP:Iteration 19Q (77416.780000 sec): 3 clusters
  Score: Raw -659905.122549 + Penalty 2795.737543 = -657109.385006
  nChanged 19
		SP:Iteration 20F (77417.000000 sec): 3 clusters
  Score: Raw -659909.911604 + Penalty 2795.737543 = -657114.174061
  nChanged 16
		SP:Iteration 21Q (77417.190000 sec): 3 clusters
  Score: Raw -659913.492931 + Penalty 2795.737543 = -657117.755388
  nChanged 16
		SP:Iteration 22Q (77417.390000 sec): 3 clusters
  Score: Raw -659919.095562 + Penalty 2795.737543 = -657123.358019
  nChanged 18
		SP:Iteration 23Q (77417.550000 sec): 3 clusters
  Score: Raw -659923.724709 + Penalty 2795.737543 = -657127.987166
  nChanged 10
		SP:Iteration 24Q (77417.740000 sec): 3 clusters
  Score: Raw -659925.961603 + Penalty 2795.737543 = -657130.224059
  nChanged 12
		SP:Iteration 25Q (77417.920000 sec): 3 clusters
  Score: Raw -659928.164675 + Penalty 2795.737543 = -657132.427132
  nChanged 7
		SP:Iteration 26Q (77418.090000 sec): 3 clusters
  Score: Raw -659929.974821 + Penalty 2795.737543 = -657134.237278
  nChanged 9
		SP:Iteration 27Q (77418.270000 sec): 3 clusters
  Score: Raw -659932.083321 + Penalty 2795.737543 = -657136.345778
  nChanged 5
		SP:Iteration 28Q (77418.450000 sec): 3 clusters
  Score: Raw -659933.392098 + Penalty 2795.737543 = -657137.654554
  nChanged 2
		SP:Iteration 29Q (77418.620000 sec): 3 clusters
  Score: Raw -659933.865730 + Penalty 2795.737543 = -657138.128186
  nChanged 2
		SP:Iteration 30Q (77418.820000 sec): 3 clusters
  Score: Raw -659934.398162 + Penalty 2795.737543 = -657138.660618
  nChanged 2
		SP:Iteration 31Q (77418.950000 sec): 3 clusters
  Score: Raw -659934.777533 + Penalty 2795.737543 = -657139.039990
  nChanged 2
		SP:Iteration 32Q (77419.130000 sec): 3 clusters
  Score: Raw -659935.057749 + Penalty 2795.737543 = -657139.320206
  nChanged 1
		SP:Iteration 33Q (77419.350000 sec): 3 clusters
  Score: Raw -659935.305855 + Penalty 2795.737543 = -657139.568311
  nChanged 1
		SP:Iteration 34Q (77419.550000 sec): 3 clusters
  Score: Raw -659935.505512 + Penalty 2795.737543 = -657139.767968
  nChanged 1
		SP:Iteration 35Q (77419.730000 sec): 3 clusters
  Score: Raw -659935.667141 + Penalty 2795.737543 = -657139.929598
  nChanged 2
		SP:Iteration 36Q (77419.940000 sec): 3 clusters
  Score: Raw -659936.200489 + Penalty 2795.737543 = -657140.462946
  nChanged 3
		SP:Iteration 37Q (77420.120000 sec): 3 clusters
  Score: Raw -659936.668530 + Penalty 2795.737543 = -657140.930987
  nChanged 3
		SP:Iteration 38Q (77420.290000 sec): 3 clusters
  Score: Raw -659937.320108 + Penalty 2795.737543 = -657141.582565
  nChanged 3
		SP:Iteration 39Q (77420.500000 sec): 3 clusters
  Score: Raw -659938.104648 + Penalty 2795.737543 = -657142.367104
  nChanged 7
		SP:Iteration 40F (77420.710000 sec): 3 clusters
  Score: Raw -659939.469037 + Penalty 2795.737543 = -657143.731494
  nChanged 2
		SP:Iteration 41Q (77420.930000 sec): 3 clusters
  Score: Raw -659939.662211 + Penalty 2795.737543 = -657143.924668
  nChanged 3
		SP:Iteration 42Q (77421.090000 sec): 3 clusters
  Score: Raw -659940.214997 + Penalty 2795.737543 = -657144.477454
  nChanged 2
		SP:Iteration 43Q (77421.310000 sec): 3 clusters
  Score: Raw -659940.552910 + Penalty 2795.737543 = -657144.815367
  nChanged 0
		SP:Iteration 44F (77421.520000 sec): 3 clusters
  Score: Raw -659940.552910 + Penalty 2795.737543 = -657144.815367
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (3936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77421.620000 sec): 2 clusters
  Score: Raw -454636.231305 + Penalty 1345.162042 = -453291.069263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77421.800000 sec): 3 clusters
  Score: Raw -452699.330377 + Penalty 2690.324084 = -450009.006293
  nChanged 1560
		SP:Iteration 1F (77421.990000 sec): 3 clusters
  Score: Raw -453676.936727 + Penalty 2690.324084 = -450986.612643
  nChanged 338
		SP:Iteration 2F (77422.200000 sec): 3 clusters
  Score: Raw -453930.887345 + Penalty 2690.324084 = -451240.563261
  nChanged 266
		SP:Iteration 3F (77422.370000 sec): 3 clusters
  Score: Raw -454113.987555 + Penalty 2690.324084 = -451423.663471
  nChanged 214
		SP:Iteration 4F (77422.560000 sec): 3 clusters
  Score: Raw -454257.581541 + Penalty 2690.324084 = -451567.257457
  nChanged 186
		SP:Iteration 5Q (77422.740000 sec): 3 clusters
  Score: Raw -454393.782667 + Penalty 2690.324084 = -451703.458583
  nChanged 173
		SP:Iteration 6Q (77422.930000 sec): 3 clusters
  Score: Raw -454517.288679 + Penalty 2690.324084 = -451826.964595
  nChanged 150
		SP:Iteration 7Q (77423.160000 sec): 3 clusters
  Score: Raw -454607.563578 + Penalty 2690.324084 = -451917.239494
  nChanged 121
		SP:Iteration 8Q (77423.350000 sec): 3 clusters
  Score: Raw -454685.755310 + Penalty 2690.324084 = -451995.431226
  nChanged 90
		SP:Iteration 9Q (77423.510000 sec): 3 clusters
  Score: Raw -454750.342850 + Penalty 2690.324084 = -452060.018766
  nChanged 79
		SP:Iteration 10Q (77423.720000 sec): 3 clusters
  Score: Raw -454796.941482 + Penalty 2690.324084 = -452106.617398
  nChanged 60
		SP:Iteration 11Q (77423.870000 sec): 3 clusters
  Score: Raw -454828.052334 + Penalty 2690.324084 = -452137.728251
  nChanged 53
		SP:Iteration 12Q (77424.080000 sec): 3 clusters
  Score: Raw -454857.562250 + Penalty 2690.324084 = -452167.238166
  nChanged 43
		SP:Iteration 13Q (77424.230000 sec): 3 clusters
  Score: Raw -454885.469487 + Penalty 2690.324084 = -452195.145403
  nChanged 48
		SP:Iteration 14Q (77424.420000 sec): 3 clusters
  Score: Raw -454911.492623 + Penalty 2690.324084 = -452221.168539
  nChanged 32
		SP:Iteration 15Q (77424.590000 sec): 3 clusters
  Score: Raw -454934.092131 + Penalty 2690.324084 = -452243.768047
  nChanged 24
		SP:Iteration 16Q (77424.750000 sec): 3 clusters
  Score: Raw -454946.712987 + Penalty 2690.324084 = -452256.388904
  nChanged 20
		SP:Iteration 17Q (77424.960000 sec): 3 clusters
  Score: Raw -454956.768751 + Penalty 2690.324084 = -452266.444667
  nChanged 12
		SP:Iteration 18Q (77425.120000 sec): 3 clusters
  Score: Raw -454964.043726 + Penalty 2690.324084 = -452273.719642
  nChanged 17
		SP:Iteration 19Q (77425.290000 sec): 3 clusters
  Score: Raw -454975.373379 + Penalty 2690.324084 = -452285.049295
  nChanged 19
		SP:Iteration 20F (77425.470000 sec): 3 clusters
  Score: Raw -454985.691301 + Penalty 2690.324084 = -452295.367218
  nChanged 19
		SP:Iteration 21Q (77425.650000 sec): 3 clusters
  Score: Raw -454993.630550 + Penalty 2690.324084 = -452303.306466
  nChanged 12
		SP:Iteration 22Q (77425.840000 sec): 3 clusters
  Score: Raw -454998.501128 + Penalty 2690.324084 = -452308.177045
  nChanged 9
		SP:Iteration 23Q (77426.030000 sec): 3 clusters
  Score: Raw -455001.752107 + Penalty 2690.324084 = -452311.428023
  nChanged 6
		SP:Iteration 24Q (77426.190000 sec): 3 clusters
  Score: Raw -455005.078428 + Penalty 2690.324084 = -452314.754344
  nChanged 4
		SP:Iteration 25Q (77426.410000 sec): 3 clusters
  Score: Raw -455006.656300 + Penalty 2690.324084 = -452316.332216
  nChanged 3
		SP:Iteration 26Q (77426.570000 sec): 3 clusters
  Score: Raw -455008.449252 + Penalty 2690.324084 = -452318.125168
  nChanged 4
		SP:Iteration 27Q (77426.760000 sec): 3 clusters
  Score: Raw -455010.633987 + Penalty 2690.324084 = -452320.309903
  nChanged 4
		SP:Iteration 28Q (77426.910000 sec): 3 clusters
  Score: Raw -455012.074529 + Penalty 2690.324084 = -452321.750445
  nChanged 2
		SP:Iteration 29Q (77427.120000 sec): 3 clusters
  Score: Raw -455012.991882 + Penalty 2690.324084 = -452322.667798
  nChanged 1
		SP:Iteration 30Q (77427.320000 sec): 3 clusters
  Score: Raw -455013.645649 + Penalty 2690.324084 = -452323.321565
  nChanged 1
		SP:Iteration 31Q (77427.490000 sec): 3 clusters
  Score: Raw -455014.556602 + Penalty 2690.324084 = -452324.232518
  nChanged 2
		SP:Iteration 32Q (77427.660000 sec): 3 clusters
  Score: Raw -455015.130883 + Penalty 2690.324084 = -452324.806800
  nChanged 2
		SP:Iteration 33Q (77427.880000 sec): 3 clusters
  Score: Raw -455015.410661 + Penalty 2690.324084 = -452325.086578
  nChanged 1
		SP:Iteration 34Q (77428.050000 sec): 3 clusters
  Score: Raw -455015.586264 + Penalty 2690.324084 = -452325.262180
  nChanged 1
		SP:Iteration 35Q (77428.240000 sec): 3 clusters
  Score: Raw -455015.899528 + Penalty 2690.324084 = -452325.575444
  nChanged 0
		SP:Iteration 36F (77428.430000 sec): 3 clusters
  Score: Raw -455015.899528 + Penalty 2690.324084 = -452325.575444
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 21 (988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77428.550000 sec): 2 clusters
  Score: Raw -116697.915083 + Penalty 1120.548438 = -115577.366644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77428.690000 sec): 3 clusters
  Score: Raw -116380.969950 + Penalty 2241.096877 = -114139.873073
  nChanged 291
		SP:Iteration 1F (77428.870000 sec): 3 clusters
  Score: Raw -116646.250983 + Penalty 2241.096877 = -114405.154106
  nChanged 67
		SP:Iteration 2F (77429.000000 sec): 3 clusters
  Score: Raw -116718.641020 + Penalty 2241.096877 = -114477.544143
  nChanged 41
		SP:Iteration 3Q (77429.160000 sec): 3 clusters
  Score: Raw -116764.596823 + Penalty 2241.096877 = -114523.499946
  nChanged 31
		SP:Iteration 4Q (77429.360000 sec): 3 clusters
  Score: Raw -116791.138020 + Penalty 2241.096877 = -114550.041144
  nChanged 14
		SP:Iteration 5Q (77429.570000 sec): 3 clusters
  Score: Raw -116804.948789 + Penalty 2241.096877 = -114563.851912
  nChanged 5
		SP:Iteration 6Q (77429.720000 sec): 3 clusters
  Score: Raw -116808.302478 + Penalty 2241.096877 = -114567.205601
  nChanged 3
		SP:Iteration 7Q (77429.910000 sec): 3 clusters
  Score: Raw -116810.367155 + Penalty 2241.096877 = -114569.270279
  nChanged 1
		SP:Iteration 8Q (77430.090000 sec): 3 clusters
  Score: Raw -116810.945427 + Penalty 2241.096877 = -114569.848550
  nChanged 1
		SP:Iteration 9Q (77430.280000 sec): 3 clusters
  Score: Raw -116811.958074 + Penalty 2241.096877 = -114570.861197
  nChanged 1
		SP:Iteration 10Q (77430.500000 sec): 3 clusters
  Score: Raw -116812.699642 + Penalty 2241.096877 = -114571.602765
  nChanged 0
		SP:Iteration 11F (77430.680000 sec): 3 clusters
  Score: Raw -116812.699642 + Penalty 2241.096877 = -114571.602765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (3693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77430.770000 sec): 2 clusters
  Score: Raw -436632.771633 + Penalty 1334.806592 = -435297.965040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77430.970000 sec): 3 clusters
  Score: Raw -434855.891980 + Penalty 2669.613185 = -432186.278795
  nChanged 1393
		SP:Iteration 1F (77431.140000 sec): 3 clusters
  Score: Raw -435711.658430 + Penalty 2669.613185 = -433042.045245
  nChanged 305
		SP:Iteration 2F (77431.370000 sec): 3 clusters
  Score: Raw -435939.438106 + Penalty 2669.613185 = -433269.824921
  nChanged 233
		SP:Iteration 3F (77431.540000 sec): 3 clusters
  Score: Raw -436120.268407 + Penalty 2669.613185 = -433450.655222
  nChanged 199
		SP:Iteration 4F (77431.730000 sec): 3 clusters
  Score: Raw -436300.562187 + Penalty 2669.613185 = -433630.949003
  nChanged 195
		SP:Iteration 5F (77431.910000 sec): 3 clusters
  Score: Raw -436531.846111 + Penalty 2669.613185 = -433862.232926
  nChanged 203
		SP:Iteration 6F (77432.090000 sec): 3 clusters
  Score: Raw -436731.274715 + Penalty 2669.613185 = -434061.661530
  nChanged 167
		SP:Iteration 7Q (77432.270000 sec): 3 clusters
  Score: Raw -436889.513875 + Penalty 2669.613185 = -434219.900690
  nChanged 148
		SP:Iteration 8Q (77432.490000 sec): 3 clusters
  Score: Raw -437018.059780 + Penalty 2669.613185 = -434348.446596
  nChanged 124
		SP:Iteration 9Q (77432.650000 sec): 3 clusters
  Score: Raw -437126.830210 + Penalty 2669.613185 = -434457.217025
  nChanged 111
		SP:Iteration 10Q (77432.810000 sec): 3 clusters
  Score: Raw -437217.338155 + Penalty 2669.613185 = -434547.724971
  nChanged 91
		SP:Iteration 11Q (77433.040000 sec): 3 clusters
  Score: Raw -437290.063079 + Penalty 2669.613185 = -434620.449894
  nChanged 64
		SP:Iteration 12Q (77433.230000 sec): 3 clusters
  Score: Raw -437334.781873 + Penalty 2669.613185 = -434665.168688
  nChanged 52
		SP:Iteration 13Q (77433.430000 sec): 3 clusters
  Score: Raw -437369.007114 + Penalty 2669.613185 = -434699.393929
  nChanged 41
		SP:Iteration 14Q (77433.620000 sec): 3 clusters
  Score: Raw -437397.174500 + Penalty 2669.613185 = -434727.561315
  nChanged 45
		SP:Iteration 15Q (77433.790000 sec): 3 clusters
  Score: Raw -437432.490019 + Penalty 2669.613185 = -434762.876834
  nChanged 38
		SP:Iteration 16Q (77433.980000 sec): 3 clusters
  Score: Raw -437465.980510 + Penalty 2669.613185 = -434796.367325
  nChanged 42
		SP:Iteration 17Q (77434.160000 sec): 3 clusters
  Score: Raw -437503.555575 + Penalty 2669.613185 = -434833.942390
  nChanged 44
		SP:Iteration 18Q (77434.310000 sec): 3 clusters
  Score: Raw -437537.825553 + Penalty 2669.613185 = -434868.212368
  nChanged 39
		SP:Iteration 19Q (77434.500000 sec): 3 clusters
  Score: Raw -437564.915569 + Penalty 2669.613185 = -434895.302384
  nChanged 28
		SP:Iteration 20F (77434.680000 sec): 3 clusters
  Score: Raw -437579.847397 + Penalty 2669.613185 = -434910.234213
  nChanged 17
		SP:Iteration 21Q (77434.890000 sec): 3 clusters
  Score: Raw -437590.799274 + Penalty 2669.613185 = -434921.186089
  nChanged 21
		SP:Iteration 22Q (77435.080000 sec): 3 clusters
  Score: Raw -437602.785212 + Penalty 2669.613185 = -434933.172028
  nChanged 21
		SP:Iteration 23Q (77435.280000 sec): 3 clusters
  Score: Raw -437613.680495 + Penalty 2669.613185 = -434944.067311
  nChanged 21
		SP:Iteration 24Q (77435.470000 sec): 3 clusters
  Score: Raw -437622.638618 + Penalty 2669.613185 = -434953.025433
  nChanged 12
		SP:Iteration 25Q (77435.680000 sec): 3 clusters
  Score: Raw -437627.401579 + Penalty 2669.613185 = -434957.788394
  nChanged 12
		SP:Iteration 26Q (77435.830000 sec): 3 clusters
  Score: Raw -437632.711436 + Penalty 2669.613185 = -434963.098251
  nChanged 14
		SP:Iteration 27Q (77436.010000 sec): 3 clusters
  Score: Raw -437639.053400 + Penalty 2669.613185 = -434969.440216
  nChanged 10
		SP:Iteration 28Q (77436.140000 sec): 3 clusters
  Score: Raw -437642.358423 + Penalty 2669.613185 = -434972.745238
  nChanged 9
		SP:Iteration 29Q (77436.320000 sec): 3 clusters
  Score: Raw -437646.650459 + Penalty 2669.613185 = -434977.037274
  nChanged 10
		SP:Iteration 30Q (77436.500000 sec): 3 clusters
  Score: Raw -437651.654125 + Penalty 2669.613185 = -434982.040940
  nChanged 8
		SP:Iteration 31Q (77436.690000 sec): 3 clusters
  Score: Raw -437655.276665 + Penalty 2669.613185 = -434985.663480
  nChanged 9
		SP:Iteration 32Q (77436.850000 sec): 3 clusters
  Score: Raw -437658.674198 + Penalty 2669.613185 = -434989.061014
  nChanged 6
		SP:Iteration 33Q (77437.020000 sec): 3 clusters
  Score: Raw -437660.457394 + Penalty 2669.613185 = -434990.844209
  nChanged 3
		SP:Iteration 34Q (77437.210000 sec): 3 clusters
  Score: Raw -437661.809354 + Penalty 2669.613185 = -434992.196169
  nChanged 3
		SP:Iteration 35Q (77437.390000 sec): 3 clusters
  Score: Raw -437663.313908 + Penalty 2669.613185 = -434993.700723
  nChanged 4
		SP:Iteration 36Q (77437.550000 sec): 3 clusters
  Score: Raw -437664.429274 + Penalty 2669.613185 = -434994.816090
  nChanged 2
		SP:Iteration 37Q (77437.760000 sec): 3 clusters
  Score: Raw -437665.762248 + Penalty 2669.613185 = -434996.149063
  nChanged 6
		SP:Iteration 38Q (77437.920000 sec): 3 clusters
  Score: Raw -437668.415013 + Penalty 2669.613185 = -434998.801828
  nChanged 7
		SP:Iteration 39Q (77438.140000 sec): 3 clusters
  Score: Raw -437670.238131 + Penalty 2669.613185 = -435000.624946
  nChanged 5
		SP:Iteration 40F (77438.320000 sec): 3 clusters
  Score: Raw -437671.750086 + Penalty 2669.613185 = -435002.136901
  nChanged 3
		SP:Iteration 41Q (77438.510000 sec): 3 clusters
  Score: Raw -437672.645184 + Penalty 2669.613185 = -435003.032000
  nChanged 3
		SP:Iteration 42Q (77438.680000 sec): 3 clusters
  Score: Raw -437673.600629 + Penalty 2669.613185 = -435003.987444
  nChanged 2
		SP:Iteration 43Q (77438.840000 sec): 3 clusters
  Score: Raw -437674.051923 + Penalty 2669.613185 = -435004.438738
  nChanged 3
		SP:Iteration 44Q (77439.040000 sec): 3 clusters
  Score: Raw -437674.639394 + Penalty 2669.613185 = -435005.026209
  nChanged 1
		SP:Iteration 45Q (77439.230000 sec): 3 clusters
  Score: Raw -437674.804877 + Penalty 2669.613185 = -435005.191693
  nChanged 0
		SP:Iteration 46F (77439.380000 sec): 3 clusters
  Score: Raw -437674.804877 + Penalty 2669.613185 = -435005.191693
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 23 (153664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77441.650000 sec): 2 clusters
  Score: Raw -18961279.938715 + Penalty 1940.660098 = -18959339.278617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77442.480000 sec): 3 clusters
  Score: Raw -18860238.468641 + Penalty 3881.320196 = -18856357.148445
  nChanged 74041
		SP:Iteration 1F (77443.310000 sec): 3 clusters
  Score: Raw -18903703.834874 + Penalty 3881.320196 = -18899822.514678
  nChanged 4262
		SP:Iteration 2Q (77444.120000 sec): 3 clusters
  Score: Raw -18904581.399282 + Penalty 3881.320196 = -18900700.079086
  nChanged 4489
		SP:Iteration 3Q (77444.890000 sec): 3 clusters
  Score: Raw -18905746.065118 + Penalty 3881.320196 = -18901864.744922
  nChanged 5256
		SP:Iteration 4Q (77445.660000 sec): 3 clusters
  Score: Raw -18907549.436041 + Penalty 3881.320196 = -18903668.115845
  nChanged 6333
		SP:Iteration 5Q (77446.440000 sec): 3 clusters
  Score: Raw -18910510.829396 + Penalty 3881.320196 = -18906629.509200
  nChanged 7942
		SP:Iteration 6F (77447.180000 sec): 3 clusters
  Score: Raw -18915442.273822 + Penalty 3881.320196 = -18911560.953626
  nChanged 9596
		SP:Iteration 7F (77447.960000 sec): 3 clusters
  Score: Raw -18922649.482641 + Penalty 3881.320196 = -18918768.162445
  nChanged 9839
		SP:Iteration 8F (77448.780000 sec): 3 clusters
  Score: Raw -18930603.029412 + Penalty 3881.320196 = -18926721.709216
  nChanged 9028
		SP:Iteration 9F (77449.610000 sec): 3 clusters
  Score: Raw -18937619.391027 + Penalty 3881.320196 = -18933738.070831
  nChanged 7217
		SP:Iteration 10Q (77450.370000 sec): 3 clusters
  Score: Raw -18942582.853502 + Penalty 3881.320196 = -18938701.533306
  nChanged 5603
		SP:Iteration 11Q (77451.160000 sec): 3 clusters
  Score: Raw -18945981.046496 + Penalty 3881.320196 = -18942099.726300
  nChanged 4486
		SP:Iteration 12Q (77451.950000 sec): 3 clusters
  Score: Raw -18948553.338147 + Penalty 3881.320196 = -18944672.017952
  nChanged 3732
		SP:Iteration 13Q (77452.710000 sec): 3 clusters
  Score: Raw -18950730.144208 + Penalty 3881.320196 = -18946848.824012
  nChanged 3384
		SP:Iteration 14Q (77453.430000 sec): 3 clusters
  Score: Raw -18952783.931546 + Penalty 3881.320196 = -18948902.611350
  nChanged 3037
		SP:Iteration 15Q (77454.190000 sec): 3 clusters
  Score: Raw -18954746.096061 + Penalty 3881.320196 = -18950864.775865
  nChanged 2554
		SP:Iteration 16Q (77454.880000 sec): 3 clusters
  Score: Raw -18956437.591569 + Penalty 3881.320196 = -18952556.271373
  nChanged 2060
		SP:Iteration 17Q (77455.590000 sec): 3 clusters
  Score: Raw -18957803.007547 + Penalty 3881.320196 = -18953921.687351
  nChanged 1619
		SP:Iteration 18Q (77456.350000 sec): 3 clusters
  Score: Raw -18958883.556054 + Penalty 3881.320196 = -18955002.235858
  nChanged 1229
		SP:Iteration 19Q (77457.090000 sec): 3 clusters
  Score: Raw -18959688.096263 + Penalty 3881.320196 = -18955806.776067
  nChanged 876
		SP:Iteration 20F (77457.890000 sec): 3 clusters
  Score: Raw -18960285.039829 + Penalty 3881.320196 = -18956403.719633
  nChanged 643
		SP:Iteration 21Q (77458.590000 sec): 3 clusters
  Score: Raw -18960746.550063 + Penalty 3881.320196 = -18956865.229867
  nChanged 402
		SP:Iteration 22Q (77459.330000 sec): 3 clusters
  Score: Raw -18961026.028245 + Penalty 3881.320196 = -18957144.708049
  nChanged 251
		SP:Iteration 23Q (77459.990000 sec): 3 clusters
  Score: Raw -18961191.357889 + Penalty 3881.320196 = -18957310.037693
  nChanged 153
		SP:Iteration 24Q (77460.730000 sec): 3 clusters
  Score: Raw -18961297.081031 + Penalty 3881.320196 = -18957415.760836
  nChanged 90
		SP:Iteration 25Q (77461.530000 sec): 3 clusters
  Score: Raw -18961358.485204 + Penalty 3881.320196 = -18957477.165008
  nChanged 59
		SP:Iteration 26Q (77462.290000 sec): 3 clusters
  Score: Raw -18961391.268994 + Penalty 3881.320196 = -18957509.948798
  nChanged 41
		SP:Iteration 27Q (77463.020000 sec): 3 clusters
  Score: Raw -18961417.823765 + Penalty 3881.320196 = -18957536.503569
  nChanged 31
		SP:Iteration 28Q (77463.790000 sec): 3 clusters
  Score: Raw -18961439.051691 + Penalty 3881.320196 = -18957557.731495
  nChanged 22
		SP:Iteration 29Q (77464.560000 sec): 3 clusters
  Score: Raw -18961455.453639 + Penalty 3881.320196 = -18957574.133443
  nChanged 22
		SP:Iteration 30Q (77465.320000 sec): 3 clusters
  Score: Raw -18961474.719218 + Penalty 3881.320196 = -18957593.399022
  nChanged 21
		SP:Iteration 31Q (77466.020000 sec): 3 clusters
  Score: Raw -18961491.011486 + Penalty 3881.320196 = -18957609.691290
  nChanged 13
		SP:Iteration 32Q (77466.750000 sec): 3 clusters
  Score: Raw -18961502.635007 + Penalty 3881.320196 = -18957621.314811
  nChanged 6
		SP:Iteration 33Q (77467.490000 sec): 3 clusters
  Score: Raw -18961506.249297 + Penalty 3881.320196 = -18957624.929101
  nChanged 4
		SP:Iteration 34Q (77468.360000 sec): 3 clusters
  Score: Raw -18961510.615690 + Penalty 3881.320196 = -18957629.295494
  nChanged 3
		SP:Iteration 35Q (77469.120000 sec): 3 clusters
  Score: Raw -18961513.172405 + Penalty 3881.320196 = -18957631.852209
  nChanged 1
		SP:Iteration 36Q (77469.970000 sec): 3 clusters
  Score: Raw -18961514.176341 + Penalty 3881.320196 = -18957632.856145
  nChanged 2
		SP:Iteration 37Q (77470.870000 sec): 3 clusters
  Score: Raw -18961515.956136 + Penalty 3881.320196 = -18957634.635940
  nChanged 3
		SP:Iteration 38Q (77471.720000 sec): 3 clusters
  Score: Raw -18961517.559398 + Penalty 3881.320196 = -18957636.239202
  nChanged 1
		SP:Iteration 39Q (77472.550000 sec): 3 clusters
  Score: Raw -18961518.223120 + Penalty 3881.320196 = -18957636.902924
  nChanged 2
		SP:Iteration 40F (77473.370000 sec): 3 clusters
  Score: Raw -18961519.175531 + Penalty 3881.320196 = -18957637.855336
  nChanged 2
		SP:Iteration 41Q (77474.170000 sec): 3 clusters
  Score: Raw -18961521.228205 + Penalty 3881.320196 = -18957639.908009
  nChanged 4
		SP:Iteration 42Q (77475.020000 sec): 3 clusters
  Score: Raw -18961523.673715 + Penalty 3881.320196 = -18957642.353519
  nChanged 4
		SP:Iteration 43Q (77475.830000 sec): 3 clusters
  Score: Raw -18961526.920796 + Penalty 3881.320196 = -18957645.600600
  nChanged 2
		SP:Iteration 44Q (77476.680000 sec): 3 clusters
  Score: Raw -18961527.749055 + Penalty 3881.320196 = -18957646.428859
  nChanged 4
		SP:Iteration 45Q (77477.490000 sec): 3 clusters
  Score: Raw -18961530.459908 + Penalty 3881.320196 = -18957649.139712
  nChanged 4
		SP:Iteration 46Q (77478.270000 sec): 3 clusters
  Score: Raw -18961533.757396 + Penalty 3881.320196 = -18957652.437200
  nChanged 8
		SP:Iteration 47Q (77478.960000 sec): 3 clusters
  Score: Raw -18961543.201121 + Penalty 3881.320196 = -18957661.880925
  nChanged 6
		SP:Iteration 48Q (77479.610000 sec): 3 clusters
  Score: Raw -18961548.335377 + Penalty 3881.320196 = -18957667.015181
  nChanged 5
		SP:Iteration 49Q (77480.340000 sec): 3 clusters
  Score: Raw -18961552.579252 + Penalty 3881.320196 = -18957671.259056
  nChanged 7
		SP:Iteration 50Q (77480.970000 sec): 3 clusters
  Score: Raw -18961558.877448 + Penalty 3881.320196 = -18957677.557252
  nChanged 7
		SP:Iteration 51Q (77481.670000 sec): 3 clusters
  Score: Raw -18961565.365320 + Penalty 3881.320196 = -18957684.045124
  nChanged 4
		SP:Iteration 52Q (77482.280000 sec): 3 clusters
  Score: Raw -18961567.847563 + Penalty 3881.320196 = -18957686.527367
  nChanged 2
		SP:Iteration 53Q (77482.950000 sec): 3 clusters
  Score: Raw -18961569.018805 + Penalty 3881.320196 = -18957687.698609
  nChanged 1
		SP:Iteration 54Q (77483.610000 sec): 3 clusters
  Score: Raw -18961569.472941 + Penalty 3881.320196 = -18957688.152745
  nChanged 2
		SP:Iteration 55Q (77484.350000 sec): 3 clusters
  Score: Raw -18961570.913207 + Penalty 3881.320196 = -18957689.593011
  nChanged 2
		SP:Iteration 56Q (77485.150000 sec): 3 clusters
  Score: Raw -18961572.401158 + Penalty 3881.320196 = -18957691.080962
  nChanged 3
		SP:Iteration 57Q (77485.880000 sec): 3 clusters
  Score: Raw -18961575.062229 + Penalty 3881.320196 = -18957693.742033
  nChanged 3
		SP:Iteration 58Q (77486.680000 sec): 3 clusters
  Score: Raw -18961577.484335 + Penalty 3881.320196 = -18957696.164139
  nChanged 2
		SP:Iteration 59Q (77487.520000 sec): 3 clusters
  Score: Raw -18961579.645184 + Penalty 3881.320196 = -18957698.324988
  nChanged 1
		SP:Iteration 60F (77488.360000 sec): 3 clusters
  Score: Raw -18961580.615494 + Penalty 3881.320196 = -18957699.295298
  nChanged 1
		SP:Iteration 61Q (77489.180000 sec): 3 clusters
  Score: Raw -18961580.943591 + Penalty 3881.320196 = -18957699.623395
  nChanged 1
		SP:Iteration 62Q (77489.860000 sec): 3 clusters
  Score: Raw -18961581.540182 + Penalty 3881.320196 = -18957700.219986
  nChanged 1
		SP:Iteration 63Q (77490.610000 sec): 3 clusters
  Score: Raw -18961582.054407 + Penalty 3881.320196 = -18957700.734211
  nChanged 1
		SP:Iteration 64Q (77491.410000 sec): 3 clusters
  Score: Raw -18961583.515025 + Penalty 3881.320196 = -18957702.194829
  nChanged 1
		SP:Iteration 65Q (77492.200000 sec): 3 clusters
  Score: Raw -18961584.843366 + Penalty 3881.320196 = -18957703.523170
  nChanged 2
		SP:Iteration 66Q (77492.940000 sec): 3 clusters
  Score: Raw -18961586.594461 + Penalty 3881.320196 = -18957705.274265
  nChanged 1
		SP:Iteration 67Q (77493.610000 sec): 3 clusters
  Score: Raw -18961586.954032 + Penalty 3881.320196 = -18957705.633836
  nChanged 0
		SP:Iteration 68F (77494.350000 sec): 3 clusters
  Score: Raw -18961586.954032 + Penalty 3881.320196 = -18957705.633836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77494.510000 sec): 2 clusters
  Score: Raw -270215.900338 + Penalty 1249.894234 = -268966.006104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77494.700000 sec): 3 clusters
  Score: Raw -269237.044952 + Penalty 2499.788467 = -266737.256484
  nChanged 799
		SP:Iteration 1F (77494.870000 sec): 3 clusters
  Score: Raw -269697.559781 + Penalty 2499.788467 = -267197.771314
  nChanged 167
		SP:Iteration 2F (77495.060000 sec): 3 clusters
  Score: Raw -269817.600029 + Penalty 2499.788467 = -267317.811562
  nChanged 115
		SP:Iteration 3F (77495.260000 sec): 3 clusters
  Score: Raw -269906.771662 + Penalty 2499.788467 = -267406.983195
  nChanged 112
		SP:Iteration 4F (77495.400000 sec): 3 clusters
  Score: Raw -269992.933049 + Penalty 2499.788467 = -267493.144581
  nChanged 99
		SP:Iteration 5Q (77495.610000 sec): 3 clusters
  Score: Raw -270067.426655 + Penalty 2499.788467 = -267567.638187
  nChanged 72
		SP:Iteration 6Q (77495.770000 sec): 3 clusters
  Score: Raw -270114.360801 + Penalty 2499.788467 = -267614.572334
  nChanged 55
		SP:Iteration 7Q (77495.930000 sec): 3 clusters
  Score: Raw -270149.502689 + Penalty 2499.788467 = -267649.714221
  nChanged 37
		SP:Iteration 8Q (77496.090000 sec): 3 clusters
  Score: Raw -270173.210201 + Penalty 2499.788467 = -267673.421733
  nChanged 30
		SP:Iteration 9Q (77496.250000 sec): 3 clusters
  Score: Raw -270189.180237 + Penalty 2499.788467 = -267689.391769
  nChanged 28
		SP:Iteration 10Q (77496.460000 sec): 3 clusters
  Score: Raw -270202.035447 + Penalty 2499.788467 = -267702.246980
  nChanged 25
		SP:Iteration 11Q (77496.610000 sec): 3 clusters
  Score: Raw -270215.605238 + Penalty 2499.788467 = -267715.816771
  nChanged 23
		SP:Iteration 12Q (77496.800000 sec): 3 clusters
  Score: Raw -270230.663564 + Penalty 2499.788467 = -267730.875097
  nChanged 26
		SP:Iteration 13Q (77496.970000 sec): 3 clusters
  Score: Raw -270243.859261 + Penalty 2499.788467 = -267744.070793
  nChanged 14
		SP:Iteration 14Q (77497.130000 sec): 3 clusters
  Score: Raw -270250.788818 + Penalty 2499.788467 = -267751.000351
  nChanged 13
		SP:Iteration 15Q (77497.330000 sec): 3 clusters
  Score: Raw -270256.307121 + Penalty 2499.788467 = -267756.518654
  nChanged 9
		SP:Iteration 16Q (77497.530000 sec): 3 clusters
  Score: Raw -270260.322249 + Penalty 2499.788467 = -267760.533782
  nChanged 6
		SP:Iteration 17Q (77497.710000 sec): 3 clusters
  Score: Raw -270262.139381 + Penalty 2499.788467 = -267762.350913
  nChanged 5
		SP:Iteration 18Q (77497.870000 sec): 3 clusters
  Score: Raw -270264.073153 + Penalty 2499.788467 = -267764.284685
  nChanged 5
		SP:Iteration 19Q (77498.040000 sec): 3 clusters
  Score: Raw -270265.910763 + Penalty 2499.788467 = -267766.122295
  nChanged 5
		SP:Iteration 20F (77498.240000 sec): 3 clusters
  Score: Raw -270269.971203 + Penalty 2499.788467 = -267770.182735
  nChanged 10
		SP:Iteration 21Q (77498.420000 sec): 3 clusters
  Score: Raw -270277.455581 + Penalty 2499.788467 = -267777.667114
  nChanged 8
		SP:Iteration 22Q (77498.620000 sec): 3 clusters
  Score: Raw -270282.121783 + Penalty 2499.788467 = -267782.333316
  nChanged 9
		SP:Iteration 23Q (77498.760000 sec): 3 clusters
  Score: Raw -270286.268457 + Penalty 2499.788467 = -267786.479990
  nChanged 6
		SP:Iteration 24Q (77498.950000 sec): 3 clusters
  Score: Raw -270289.023172 + Penalty 2499.788467 = -267789.234705
  nChanged 10
		SP:Iteration 25Q (77499.150000 sec): 3 clusters
  Score: Raw -270293.446385 + Penalty 2499.788467 = -267793.657918
  nChanged 9
		SP:Iteration 26Q (77499.370000 sec): 3 clusters
  Score: Raw -270297.011445 + Penalty 2499.788467 = -267797.222978
  nChanged 7
		SP:Iteration 27Q (77499.570000 sec): 3 clusters
  Score: Raw -270301.220537 + Penalty 2499.788467 = -267801.432069
  nChanged 9
		SP:Iteration 28Q (77499.720000 sec): 3 clusters
  Score: Raw -270305.275381 + Penalty 2499.788467 = -267805.486914
  nChanged 6
		SP:Iteration 29Q (77499.880000 sec): 3 clusters
  Score: Raw -270308.958249 + Penalty 2499.788467 = -267809.169781
  nChanged 7
		SP:Iteration 30Q (77500.090000 sec): 3 clusters
  Score: Raw -270310.887839 + Penalty 2499.788467 = -267811.099372
  nChanged 6
		SP:Iteration 31Q (77500.260000 sec): 3 clusters
  Score: Raw -270314.286733 + Penalty 2499.788467 = -267814.498266
  nChanged 7
		SP:Iteration 32Q (77500.430000 sec): 3 clusters
  Score: Raw -270317.745370 + Penalty 2499.788467 = -267817.956903
  nChanged 8
		SP:Iteration 33Q (77500.610000 sec): 3 clusters
  Score: Raw -270324.178367 + Penalty 2499.788467 = -267824.389899
  nChanged 11
		SP:Iteration 34Q (77500.790000 sec): 3 clusters
  Score: Raw -270330.229313 + Penalty 2499.788467 = -267830.440846
  nChanged 12
		SP:Iteration 35Q (77500.990000 sec): 3 clusters
  Score: Raw -270337.434541 + Penalty 2499.788467 = -267837.646074
  nChanged 15
		SP:Iteration 36Q (77501.190000 sec): 3 clusters
  Score: Raw -270342.759200 + Penalty 2499.788467 = -267842.970733
  nChanged 8
		SP:Iteration 37Q (77501.330000 sec): 3 clusters
  Score: Raw -270345.879011 + Penalty 2499.788467 = -267846.090544
  nChanged 5
		SP:Iteration 38Q (77501.550000 sec): 3 clusters
  Score: Raw -270348.745978 + Penalty 2499.788467 = -267848.957511
  nChanged 3
		SP:Iteration 39Q (77501.690000 sec): 3 clusters
  Score: Raw -270349.793488 + Penalty 2499.788467 = -267850.005021
  nChanged 1
		SP:Iteration 40F (77501.880000 sec): 3 clusters
  Score: Raw -270350.715430 + Penalty 2499.788467 = -267850.926962
  nChanged 2
		SP:Iteration 41Q (77502.050000 sec): 3 clusters
  Score: Raw -270351.527132 + Penalty 2499.788467 = -267851.738664
  nChanged 3
		SP:Iteration 42Q (77502.230000 sec): 3 clusters
  Score: Raw -270352.475854 + Penalty 2499.788467 = -267852.687387
  nChanged 3
		SP:Iteration 43Q (77502.410000 sec): 3 clusters
  Score: Raw -270353.395341 + Penalty 2499.788467 = -267853.606874
  nChanged 2
		SP:Iteration 44Q (77502.630000 sec): 3 clusters
  Score: Raw -270354.178457 + Penalty 2499.788467 = -267854.389990
  nChanged 3
		SP:Iteration 45Q (77502.780000 sec): 3 clusters
  Score: Raw -270355.129264 + Penalty 2499.788467 = -267855.340797
  nChanged 3
		SP:Iteration 46Q (77502.960000 sec): 3 clusters
  Score: Raw -270356.014412 + Penalty 2499.788467 = -267856.225944
  nChanged 1
		SP:Iteration 47Q (77503.150000 sec): 3 clusters
  Score: Raw -270356.657151 + Penalty 2499.788467 = -267856.868683
  nChanged 1
		SP:Iteration 48Q (77503.340000 sec): 3 clusters
  Score: Raw -270357.318929 + Penalty 2499.788467 = -267857.530462
  nChanged 0
		SP:Iteration 49F (77503.470000 sec): 3 clusters
  Score: Raw -270357.318929 + Penalty 2499.788467 = -267857.530462
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (2193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77503.570000 sec): 2 clusters
  Score: Raw -242671.599849 + Penalty 1250.116684 = -241421.483165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77503.720000 sec): 3 clusters
  Score: Raw -241744.447972 + Penalty 2500.233368 = -239244.214604
  nChanged 796
		SP:Iteration 1F (77503.930000 sec): 3 clusters
  Score: Raw -242280.137051 + Penalty 2500.233368 = -239779.903683
  nChanged 207
		SP:Iteration 2F (77504.060000 sec): 3 clusters
  Score: Raw -242448.193735 + Penalty 2500.233368 = -239947.960366
  nChanged 141
		SP:Iteration 3F (77504.270000 sec): 3 clusters
  Score: Raw -242585.535902 + Penalty 2500.233368 = -240085.302534
  nChanged 118
		SP:Iteration 4F (77504.460000 sec): 3 clusters
  Score: Raw -242687.549042 + Penalty 2500.233368 = -240187.315674
  nChanged 99
		SP:Iteration 5Q (77504.640000 sec): 3 clusters
  Score: Raw -242796.668196 + Penalty 2500.233368 = -240296.434827
  nChanged 87
		SP:Iteration 6Q (77504.830000 sec): 3 clusters
  Score: Raw -242886.761885 + Penalty 2500.233368 = -240386.528517
  nChanged 87
		SP:Iteration 7Q (77504.980000 sec): 3 clusters
  Score: Raw -242962.937147 + Penalty 2500.233368 = -240462.703779
  nChanged 69
		SP:Iteration 8Q (77505.180000 sec): 3 clusters
  Score: Raw -243010.246110 + Penalty 2500.233368 = -240510.012742
  nChanged 49
		SP:Iteration 9Q (77505.350000 sec): 3 clusters
  Score: Raw -243054.223395 + Penalty 2500.233368 = -240553.990026
  nChanged 42
		SP:Iteration 10Q (77505.530000 sec): 3 clusters
  Score: Raw -243080.133246 + Penalty 2500.233368 = -240579.899878
  nChanged 27
		SP:Iteration 11Q (77505.710000 sec): 3 clusters
  Score: Raw -243094.918797 + Penalty 2500.233368 = -240594.685428
  nChanged 17
		SP:Iteration 12Q (77505.870000 sec): 3 clusters
  Score: Raw -243104.742724 + Penalty 2500.233368 = -240604.509356
  nChanged 13
		SP:Iteration 13Q (77506.050000 sec): 3 clusters
  Score: Raw -243112.176465 + Penalty 2500.233368 = -240611.943097
  nChanged 15
		SP:Iteration 14Q (77506.200000 sec): 3 clusters
  Score: Raw -243121.292260 + Penalty 2500.233368 = -240621.058892
  nChanged 10
		SP:Iteration 15Q (77506.360000 sec): 3 clusters
  Score: Raw -243127.162290 + Penalty 2500.233368 = -240626.928922
  nChanged 8
		SP:Iteration 16Q (77506.560000 sec): 3 clusters
  Score: Raw -243130.998121 + Penalty 2500.233368 = -240630.764753
  nChanged 5
		SP:Iteration 17Q (77506.750000 sec): 3 clusters
  Score: Raw -243134.033504 + Penalty 2500.233368 = -240633.800136
  nChanged 3
		SP:Iteration 18Q (77506.920000 sec): 3 clusters
  Score: Raw -243134.788083 + Penalty 2500.233368 = -240634.554715
  nChanged 1
		SP:Iteration 19Q (77507.090000 sec): 3 clusters
  Score: Raw -243134.944338 + Penalty 2500.233368 = -240634.710969
  nChanged 0
		SP:Iteration 20F (77507.250000 sec): 3 clusters
  Score: Raw -243134.944338 + Penalty 2500.233368 = -240634.710969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 26 (13656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77507.430000 sec): 2 clusters
  Score: Raw -1654623.124910 + Penalty 1547.314318 = -1653075.810592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77507.680000 sec): 3 clusters
  Score: Raw -1646626.625522 + Penalty 3094.628636 = -1643531.996886
  nChanged 6013
		SP:Iteration 1F (77507.890000 sec): 3 clusters
  Score: Raw -1649907.443495 + Penalty 3094.628636 = -1646812.814859
  nChanged 823
		SP:Iteration 2F (77508.130000 sec): 3 clusters
  Score: Raw -1650273.945909 + Penalty 3094.628636 = -1647179.317273
  nChanged 768
		SP:Iteration 3F (77508.410000 sec): 3 clusters
  Score: Raw -1650738.857441 + Penalty 3094.628636 = -1647644.228805
  nChanged 866
		SP:Iteration 4F (77508.610000 sec): 3 clusters
  Score: Raw -1651366.778602 + Penalty 3094.628636 = -1648272.149966
  nChanged 930
		SP:Iteration 5F (77508.860000 sec): 3 clusters
  Score: Raw -1652130.631442 + Penalty 3094.628636 = -1649036.002807
  nChanged 960
		SP:Iteration 6F (77509.090000 sec): 3 clusters
  Score: Raw -1653042.096697 + Penalty 3094.628636 = -1649947.468061
  nChanged 899
		SP:Iteration 7F (77509.350000 sec): 3 clusters
  Score: Raw -1653855.693426 + Penalty 3094.628636 = -1650761.064790
  nChanged 702
		SP:Iteration 8F (77509.580000 sec): 3 clusters
  Score: Raw -1654458.707511 + Penalty 3094.628636 = -1651364.078875
  nChanged 488
		SP:Iteration 9Q (77509.820000 sec): 3 clusters
  Score: Raw -1654759.879359 + Penalty 3094.628636 = -1651665.250723
  nChanged 309
		SP:Iteration 10Q (77510.000000 sec): 3 clusters
  Score: Raw -1654888.120553 + Penalty 3094.628636 = -1651793.491917
  nChanged 198
		SP:Iteration 11Q (77510.280000 sec): 3 clusters
  Score: Raw -1654963.922094 + Penalty 3094.628636 = -1651869.293458
  nChanged 153
		SP:Iteration 12Q (77510.490000 sec): 3 clusters
  Score: Raw -1655007.767729 + Penalty 3094.628636 = -1651913.139093
  nChanged 101
		SP:Iteration 13Q (77510.750000 sec): 3 clusters
  Score: Raw -1655031.254916 + Penalty 3094.628636 = -1651936.626280
  nChanged 66
		SP:Iteration 14Q (77510.950000 sec): 3 clusters
  Score: Raw -1655041.516525 + Penalty 3094.628636 = -1651946.887889
  nChanged 45
		SP:Iteration 15Q (77511.180000 sec): 3 clusters
  Score: Raw -1655047.975727 + Penalty 3094.628636 = -1651953.347091
  nChanged 39
		SP:Iteration 16Q (77511.420000 sec): 3 clusters
  Score: Raw -1655052.470531 + Penalty 3094.628636 = -1651957.841895
  nChanged 22
		SP:Iteration 17Q (77511.660000 sec): 3 clusters
  Score: Raw -1655054.775953 + Penalty 3094.628636 = -1651960.147317
  nChanged 9
		SP:Iteration 18Q (77511.890000 sec): 3 clusters
  Score: Raw -1655055.426288 + Penalty 3094.628636 = -1651960.797652
  nChanged 3
		SP:Iteration 19Q (77512.120000 sec): 3 clusters
  Score: Raw -1655055.730938 + Penalty 3094.628636 = -1651961.102302
  nChanged 4
		SP:Iteration 20F (77512.320000 sec): 3 clusters
  Score: Raw -1655056.053589 + Penalty 3094.628636 = -1651961.424953
  nChanged 5
		SP:Iteration 21Q (77512.590000 sec): 3 clusters
  Score: Raw -1655056.390480 + Penalty 3094.628636 = -1651961.761845
  nChanged 6
		SP:Iteration 22Q (77512.830000 sec): 3 clusters
  Score: Raw -1655056.985275 + Penalty 3094.628636 = -1651962.356639
  nChanged 5
		SP:Iteration 23Q (77513.040000 sec): 3 clusters
  Score: Raw -1655057.300711 + Penalty 3094.628636 = -1651962.672075
  nChanged 2
		SP:Iteration 24Q (77513.300000 sec): 3 clusters
  Score: Raw -1655057.485580 + Penalty 3094.628636 = -1651962.856944
  nChanged 2
		SP:Iteration 25Q (77513.490000 sec): 3 clusters
  Score: Raw -1655057.624994 + Penalty 3094.628636 = -1651962.996358
  nChanged 0
		SP:Iteration 26F (77513.730000 sec): 3 clusters
  Score: Raw -1655057.624994 + Penalty 3094.628636 = -1651962.996358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77513.830000 sec): 2 clusters
  Score: Raw -375881.802985 + Penalty 1312.837217 = -374568.965768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77514.010000 sec): 3 clusters
  Score: Raw -374340.734445 + Penalty 2625.674434 = -371715.060011
  nChanged 1213
		SP:Iteration 1F (77514.210000 sec): 3 clusters
  Score: Raw -375010.513032 + Penalty 2625.674434 = -372384.838598
  nChanged 269
		SP:Iteration 2F (77514.380000 sec): 3 clusters
  Score: Raw -375187.299240 + Penalty 2625.674434 = -372561.624806
  nChanged 206
		SP:Iteration 3F (77514.560000 sec): 3 clusters
  Score: Raw -375338.278065 + Penalty 2625.674434 = -372712.603631
  nChanged 168
		SP:Iteration 4F (77514.700000 sec): 3 clusters
  Score: Raw -375480.426368 + Penalty 2625.674434 = -372854.751934
  nChanged 169
		SP:Iteration 5F (77514.890000 sec): 3 clusters
  Score: Raw -375651.725357 + Penalty 2625.674434 = -373026.050923
  nChanged 164
		SP:Iteration 6F (77515.130000 sec): 3 clusters
  Score: Raw -375819.362593 + Penalty 2625.674434 = -373193.688159
  nChanged 152
		SP:Iteration 7Q (77515.310000 sec): 3 clusters
  Score: Raw -375980.367369 + Penalty 2625.674434 = -373354.692935
  nChanged 175
		SP:Iteration 8F (77515.450000 sec): 3 clusters
  Score: Raw -376149.035769 + Penalty 2625.674434 = -373523.361335
  nChanged 124
		SP:Iteration 9Q (77515.620000 sec): 3 clusters
  Score: Raw -376246.873380 + Penalty 2625.674434 = -373621.198946
  nChanged 111
		SP:Iteration 10Q (77515.820000 sec): 3 clusters
  Score: Raw -376347.886820 + Penalty 2625.674434 = -373722.212386
  nChanged 92
		SP:Iteration 11Q (77515.980000 sec): 3 clusters
  Score: Raw -376424.938044 + Penalty 2625.674434 = -373799.263610
  nChanged 81
		SP:Iteration 12Q (77516.140000 sec): 3 clusters
  Score: Raw -376491.744010 + Penalty 2625.674434 = -373866.069576
  nChanged 68
		SP:Iteration 13Q (77516.310000 sec): 3 clusters
  Score: Raw -376562.103114 + Penalty 2625.674434 = -373936.428680
  nChanged 64
		SP:Iteration 14Q (77516.440000 sec): 3 clusters
  Score: Raw -376607.744028 + Penalty 2625.674434 = -373982.069594
  nChanged 57
		SP:Iteration 15Q (77516.640000 sec): 3 clusters
  Score: Raw -376651.253386 + Penalty 2625.674434 = -374025.578952
  nChanged 54
		SP:Iteration 16Q (77516.830000 sec): 3 clusters
  Score: Raw -376691.187590 + Penalty 2625.674434 = -374065.513156
  nChanged 47
		SP:Iteration 17Q (77516.970000 sec): 3 clusters
  Score: Raw -376740.683845 + Penalty 2625.674434 = -374115.009411
  nChanged 47
		SP:Iteration 18Q (77517.150000 sec): 3 clusters
  Score: Raw -376786.955928 + Penalty 2625.674434 = -374161.281493
  nChanged 41
		SP:Iteration 19Q (77517.320000 sec): 3 clusters
  Score: Raw -376818.747741 + Penalty 2625.674434 = -374193.073306
  nChanged 28
		SP:Iteration 20F (77517.510000 sec): 3 clusters
  Score: Raw -376836.636018 + Penalty 2625.674434 = -374210.961584
  nChanged 19
		SP:Iteration 21Q (77517.670000 sec): 3 clusters
  Score: Raw -376847.025295 + Penalty 2625.674434 = -374221.350861
  nChanged 12
		SP:Iteration 22Q (77517.880000 sec): 3 clusters
  Score: Raw -376851.252632 + Penalty 2625.674434 = -374225.578198
  nChanged 6
		SP:Iteration 23Q (77518.040000 sec): 3 clusters
  Score: Raw -376855.010413 + Penalty 2625.674434 = -374229.335979
  nChanged 5
		SP:Iteration 24Q (77518.240000 sec): 3 clusters
  Score: Raw -376856.235465 + Penalty 2625.674434 = -374230.561031
  nChanged 3
		SP:Iteration 25Q (77518.440000 sec): 3 clusters
  Score: Raw -376857.355055 + Penalty 2625.674434 = -374231.680621
  nChanged 0
		SP:Iteration 26F (77518.590000 sec): 3 clusters
  Score: Raw -376857.355055 + Penalty 2625.674434 = -374231.680621
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (1998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77518.680000 sec): 2 clusters
  Score: Raw -229650.266562 + Penalty 1234.984068 = -228415.282494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77518.830000 sec): 3 clusters
  Score: Raw -228836.337959 + Penalty 2469.968137 = -226366.369822
  nChanged 709
		SP:Iteration 1F (77518.930000 sec): 3 clusters
  Score: Raw -229362.645573 + Penalty 2469.968137 = -226892.677436
  nChanged 154
		SP:Iteration 2F (77519.130000 sec): 3 clusters
  Score: Raw -229502.240116 + Penalty 2469.968137 = -227032.271979
  nChanged 111
		SP:Iteration 3F (77519.310000 sec): 3 clusters
  Score: Raw -229620.871317 + Penalty 2469.968137 = -227150.903180
  nChanged 92
		SP:Iteration 4Q (77519.520000 sec): 3 clusters
  Score: Raw -229697.227553 + Penalty 2469.968137 = -227227.259416
  nChanged 79
		SP:Iteration 5Q (77519.710000 sec): 3 clusters
  Score: Raw -229754.470146 + Penalty 2469.968137 = -227284.502010
  nChanged 65
		SP:Iteration 6Q (77519.860000 sec): 3 clusters
  Score: Raw -229811.097815 + Penalty 2469.968137 = -227341.129678
  nChanged 58
		SP:Iteration 7Q (77520.030000 sec): 3 clusters
  Score: Raw -229874.309927 + Penalty 2469.968137 = -227404.341790
  nChanged 55
		SP:Iteration 8Q (77520.210000 sec): 3 clusters
  Score: Raw -229935.078873 + Penalty 2469.968137 = -227465.110736
  nChanged 69
		SP:Iteration 9Q (77520.410000 sec): 3 clusters
  Score: Raw -230015.692564 + Penalty 2469.968137 = -227545.724427
  nChanged 58
		SP:Iteration 10Q (77520.560000 sec): 3 clusters
  Score: Raw -230068.863969 + Penalty 2469.968137 = -227598.895832
  nChanged 46
		SP:Iteration 11Q (77520.740000 sec): 3 clusters
  Score: Raw -230113.640467 + Penalty 2469.968137 = -227643.672330
  nChanged 33
		SP:Iteration 12Q (77520.940000 sec): 3 clusters
  Score: Raw -230143.556525 + Penalty 2469.968137 = -227673.588388
  nChanged 30
		SP:Iteration 13Q (77521.080000 sec): 3 clusters
  Score: Raw -230168.030312 + Penalty 2469.968137 = -227698.062176
  nChanged 29
		SP:Iteration 14Q (77521.280000 sec): 3 clusters
  Score: Raw -230186.479705 + Penalty 2469.968137 = -227716.511568
  nChanged 26
		SP:Iteration 15Q (77521.450000 sec): 3 clusters
  Score: Raw -230203.061535 + Penalty 2469.968137 = -227733.093398
  nChanged 27
		SP:Iteration 16Q (77521.690000 sec): 3 clusters
  Score: Raw -230221.975490 + Penalty 2469.968137 = -227752.007353
  nChanged 22
		SP:Iteration 17Q (77521.820000 sec): 3 clusters
  Score: Raw -230235.470613 + Penalty 2469.968137 = -227765.502476
  nChanged 14
		SP:Iteration 18Q (77522.010000 sec): 3 clusters
  Score: Raw -230243.692985 + Penalty 2469.968137 = -227773.724848
  nChanged 18
		SP:Iteration 19Q (77522.180000 sec): 3 clusters
  Score: Raw -230251.688309 + Penalty 2469.968137 = -227781.720172
  nChanged 13
		SP:Iteration 20F (77522.320000 sec): 3 clusters
  Score: Raw -230259.392808 + Penalty 2469.968137 = -227789.424671
  nChanged 17
		SP:Iteration 21Q (77522.530000 sec): 3 clusters
  Score: Raw -230270.095045 + Penalty 2469.968137 = -227800.126908
  nChanged 17
		SP:Iteration 22Q (77522.690000 sec): 3 clusters
  Score: Raw -230280.428500 + Penalty 2469.968137 = -227810.460363
  nChanged 10
		SP:Iteration 23Q (77522.870000 sec): 3 clusters
  Score: Raw -230285.811726 + Penalty 2469.968137 = -227815.843589
  nChanged 5
		SP:Iteration 24Q (77523.060000 sec): 3 clusters
  Score: Raw -230287.880828 + Penalty 2469.968137 = -227817.912691
  nChanged 4
		SP:Iteration 25Q (77523.240000 sec): 3 clusters
  Score: Raw -230289.648320 + Penalty 2469.968137 = -227819.680184
  nChanged 3
		SP:Iteration 26Q (77523.360000 sec): 3 clusters
  Score: Raw -230290.918131 + Penalty 2469.968137 = -227820.949995
  nChanged 2
		SP:Iteration 27Q (77523.520000 sec): 3 clusters
  Score: Raw -230291.496191 + Penalty 2469.968137 = -227821.528054
  nChanged 2
		SP:Iteration 28Q (77523.700000 sec): 3 clusters
  Score: Raw -230292.892503 + Penalty 2469.968137 = -227822.924366
  nChanged 2
		SP:Iteration 29Q (77523.890000 sec): 3 clusters
  Score: Raw -230293.909060 + Penalty 2469.968137 = -227823.940923
  nChanged 2
		SP:Iteration 30Q (77524.090000 sec): 3 clusters
  Score: Raw -230294.380847 + Penalty 2469.968137 = -227824.412710
  nChanged 2
		SP:Iteration 31Q (77524.250000 sec): 3 clusters
  Score: Raw -230294.788480 + Penalty 2469.968137 = -227824.820343
  nChanged 1
		SP:Iteration 32Q (77524.470000 sec): 3 clusters
  Score: Raw -230294.982315 + Penalty 2469.968137 = -227825.014178
  nChanged 1
		SP:Iteration 33Q (77524.660000 sec): 3 clusters
  Score: Raw -230295.289051 + Penalty 2469.968137 = -227825.320914
  nChanged 2
		SP:Iteration 34Q (77524.820000 sec): 3 clusters
  Score: Raw -230296.620999 + Penalty 2469.968137 = -227826.652862
  nChanged 2
		SP:Iteration 35Q (77525.020000 sec): 3 clusters
  Score: Raw -230297.807439 + Penalty 2469.968137 = -227827.839302
  nChanged 1
		SP:Iteration 36Q (77525.200000 sec): 3 clusters
  Score: Raw -230298.716365 + Penalty 2469.968137 = -227828.748228
  nChanged 3
		SP:Iteration 37Q (77525.420000 sec): 3 clusters
  Score: Raw -230299.687008 + Penalty 2469.968137 = -227829.718872
  nChanged 0
		SP:Iteration 38F (77525.590000 sec): 3 clusters
  Score: Raw -230299.687008 + Penalty 2469.968137 = -227829.718872
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (48736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77525.860000 sec): 2 clusters
  Score: Raw -5666536.791787 + Penalty 1754.053154 = -5664782.738633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77526.270000 sec): 3 clusters
  Score: Raw -5635782.073877 + Penalty 3508.106308 = -5632273.967569
  nChanged 22688
		SP:Iteration 1F (77526.620000 sec): 3 clusters
  Score: Raw -5648978.382079 + Penalty 3508.106308 = -5645470.275771
  nChanged 2555
		SP:Iteration 2F (77527.000000 sec): 3 clusters
  Score: Raw -5650097.170031 + Penalty 3508.106308 = -5646589.063723
  nChanged 2841
		SP:Iteration 3F (77527.370000 sec): 3 clusters
  Score: Raw -5651633.011734 + Penalty 3508.106308 = -5648124.905426
  nChanged 3104
		SP:Iteration 4F (77527.740000 sec): 3 clusters
  Score: Raw -5653681.359295 + Penalty 3508.106308 = -5650173.252987
  nChanged 3476
		SP:Iteration 5F (77528.120000 sec): 3 clusters
  Score: Raw -5656150.167931 + Penalty 3508.106308 = -5652642.061623
  nChanged 3330
		SP:Iteration 6F (77528.510000 sec): 3 clusters
  Score: Raw -5658345.649103 + Penalty 3508.106308 = -5654837.542795
  nChanged 2802
		SP:Iteration 7F (77528.850000 sec): 3 clusters
  Score: Raw -5660026.280323 + Penalty 3508.106308 = -5656518.174015
  nChanged 2179
		SP:Iteration 8Q (77529.230000 sec): 3 clusters
  Score: Raw -5661199.739175 + Penalty 3508.106308 = -5657691.632867
  nChanged 1709
		SP:Iteration 9Q (77529.600000 sec): 3 clusters
  Score: Raw -5662024.255563 + Penalty 3508.106308 = -5658516.149255
  nChanged 1330
		SP:Iteration 10Q (77530.000000 sec): 3 clusters
  Score: Raw -5662623.483424 + Penalty 3508.106308 = -5659115.377116
  nChanged 1093
		SP:Iteration 11Q (77530.380000 sec): 3 clusters
  Score: Raw -5663077.254796 + Penalty 3508.106308 = -5659569.148488
  nChanged 927
		SP:Iteration 12Q (77530.710000 sec): 3 clusters
  Score: Raw -5663448.232824 + Penalty 3508.106308 = -5659940.126516
  nChanged 849
		SP:Iteration 13Q (77531.090000 sec): 3 clusters
  Score: Raw -5663778.901000 + Penalty 3508.106308 = -5660270.794692
  nChanged 813
		SP:Iteration 14Q (77531.460000 sec): 3 clusters
  Score: Raw -5664116.428097 + Penalty 3508.106308 = -5660608.321789
  nChanged 805
		SP:Iteration 15Q (77531.860000 sec): 3 clusters
  Score: Raw -5664484.516734 + Penalty 3508.106308 = -5660976.410426
  nChanged 810
		SP:Iteration 16Q (77532.250000 sec): 3 clusters
  Score: Raw -5664890.521857 + Penalty 3508.106308 = -5661382.415549
  nChanged 803
		SP:Iteration 17Q (77532.640000 sec): 3 clusters
  Score: Raw -5665319.787732 + Penalty 3508.106308 = -5661811.681424
  nChanged 741
		SP:Iteration 18Q (77533.050000 sec): 3 clusters
  Score: Raw -5665726.825099 + Penalty 3508.106308 = -5662218.718791
  nChanged 664
		SP:Iteration 19Q (77533.420000 sec): 3 clusters
  Score: Raw -5666082.147378 + Penalty 3508.106308 = -5662574.041070
  nChanged 565
		SP:Iteration 20F (77533.800000 sec): 3 clusters
  Score: Raw -5666387.795526 + Penalty 3508.106308 = -5662879.689218
  nChanged 475
		SP:Iteration 21Q (77534.160000 sec): 3 clusters
  Score: Raw -5666624.026717 + Penalty 3508.106308 = -5663115.920409
  nChanged 414
		SP:Iteration 22Q (77534.510000 sec): 3 clusters
  Score: Raw -5666818.360842 + Penalty 3508.106308 = -5663310.254534
  nChanged 343
		SP:Iteration 23Q (77534.870000 sec): 3 clusters
  Score: Raw -5666952.154518 + Penalty 3508.106308 = -5663444.048210
  nChanged 276
		SP:Iteration 24Q (77535.250000 sec): 3 clusters
  Score: Raw -5667049.570073 + Penalty 3508.106308 = -5663541.463765
  nChanged 240
		SP:Iteration 25Q (77535.640000 sec): 3 clusters
  Score: Raw -5667129.863527 + Penalty 3508.106308 = -5663621.757219
  nChanged 209
		SP:Iteration 26Q (77536.000000 sec): 3 clusters
  Score: Raw -5667193.431613 + Penalty 3508.106308 = -5663685.325305
  nChanged 179
		SP:Iteration 27Q (77536.410000 sec): 3 clusters
  Score: Raw -5667239.702993 + Penalty 3508.106308 = -5663731.596685
  nChanged 154
		SP:Iteration 28Q (77536.740000 sec): 3 clusters
  Score: Raw -5667274.694608 + Penalty 3508.106308 = -5663766.588300
  nChanged 123
		SP:Iteration 29Q (77537.170000 sec): 3 clusters
  Score: Raw -5667305.173614 + Penalty 3508.106308 = -5663797.067306
  nChanged 113
		SP:Iteration 30Q (77537.500000 sec): 3 clusters
  Score: Raw -5667333.671025 + Penalty 3508.106308 = -5663825.564716
  nChanged 109
		SP:Iteration 31Q (77537.920000 sec): 3 clusters
  Score: Raw -5667360.887471 + Penalty 3508.106308 = -5663852.781163
  nChanged 89
		SP:Iteration 32Q (77538.260000 sec): 3 clusters
  Score: Raw -5667383.427639 + Penalty 3508.106308 = -5663875.321331
  nChanged 82
		SP:Iteration 33Q (77538.640000 sec): 3 clusters
  Score: Raw -5667404.398870 + Penalty 3508.106308 = -5663896.292562
  nChanged 82
		SP:Iteration 34Q (77539.020000 sec): 3 clusters
  Score: Raw -5667423.672881 + Penalty 3508.106308 = -5663915.566572
  nChanged 71
		SP:Iteration 35Q (77539.340000 sec): 3 clusters
  Score: Raw -5667440.182181 + Penalty 3508.106308 = -5663932.075873
  nChanged 64
		SP:Iteration 36Q (77539.720000 sec): 3 clusters
  Score: Raw -5667457.349242 + Penalty 3508.106308 = -5663949.242934
  nChanged 77
		SP:Iteration 37Q (77540.090000 sec): 3 clusters
  Score: Raw -5667475.963650 + Penalty 3508.106308 = -5663967.857342
  nChanged 59
		SP:Iteration 38Q (77540.470000 sec): 3 clusters
  Score: Raw -5667490.859572 + Penalty 3508.106308 = -5663982.753264
  nChanged 43
		SP:Iteration 39Q (77540.810000 sec): 3 clusters
  Score: Raw -5667501.825141 + Penalty 3508.106308 = -5663993.718833
  nChanged 43
		SP:Iteration 40F (77541.210000 sec): 3 clusters
  Score: Raw -5667513.229071 + Penalty 3508.106308 = -5664005.122763
  nChanged 33
		SP:Iteration 41Q (77541.560000 sec): 3 clusters
  Score: Raw -5667520.436745 + Penalty 3508.106308 = -5664012.330437
  nChanged 24
		SP:Iteration 42Q (77541.950000 sec): 3 clusters
  Score: Raw -5667524.676086 + Penalty 3508.106308 = -5664016.569778
  nChanged 23
		SP:Iteration 43Q (77542.340000 sec): 3 clusters
  Score: Raw -5667529.947894 + Penalty 3508.106308 = -5664021.841586
  nChanged 30
		SP:Iteration 44Q (77542.710000 sec): 3 clusters
  Score: Raw -5667537.466114 + Penalty 3508.106308 = -5664029.359806
  nChanged 31
		SP:Iteration 45Q (77543.050000 sec): 3 clusters
  Score: Raw -5667544.022629 + Penalty 3508.106308 = -5664035.916321
  nChanged 31
		SP:Iteration 46Q (77543.440000 sec): 3 clusters
  Score: Raw -5667549.427496 + Penalty 3508.106308 = -5664041.321188
  nChanged 32
		SP:Iteration 47Q (77543.820000 sec): 3 clusters
  Score: Raw -5667554.965924 + Penalty 3508.106308 = -5664046.859615
  nChanged 23
		SP:Iteration 48Q (77544.220000 sec): 3 clusters
  Score: Raw -5667563.984268 + Penalty 3508.106308 = -5664055.877959
  nChanged 39
		SP:Iteration 49Q (77544.620000 sec): 3 clusters
  Score: Raw -5667584.890269 + Penalty 3508.106308 = -5664076.783961
  nChanged 37
		SP:Iteration 50Q (77544.990000 sec): 3 clusters
  Score: Raw -5667605.585500 + Penalty 3508.106308 = -5664097.479191
  nChanged 41
		SP:Iteration 51Q (77545.390000 sec): 3 clusters
  Score: Raw -5667629.583713 + Penalty 3508.106308 = -5664121.477405
  nChanged 52
		SP:Iteration 52Q (77545.800000 sec): 3 clusters
  Score: Raw -5667666.923167 + Penalty 3508.106308 = -5664158.816859
  nChanged 50
		SP:Iteration 53Q (77546.200000 sec): 3 clusters
  Score: Raw -5667693.773232 + Penalty 3508.106308 = -5664185.666924
  nChanged 52
		SP:Iteration 54Q (77546.560000 sec): 3 clusters
  Score: Raw -5667709.568306 + Penalty 3508.106308 = -5664201.461997
  nChanged 39
		SP:Iteration 55Q (77546.940000 sec): 3 clusters
  Score: Raw -5667719.445466 + Penalty 3508.106308 = -5664211.339158
  nChanged 32
		SP:Iteration 56Q (77547.260000 sec): 3 clusters
  Score: Raw -5667730.319435 + Penalty 3508.106308 = -5664222.213127
  nChanged 25
		SP:Iteration 57Q (77547.600000 sec): 3 clusters
  Score: Raw -5667737.975646 + Penalty 3508.106308 = -5664229.869338
  nChanged 25
		SP:Iteration 58Q (77547.940000 sec): 3 clusters
  Score: Raw -5667746.591287 + Penalty 3508.106308 = -5664238.484979
  nChanged 25
		SP:Iteration 59Q (77548.260000 sec): 3 clusters
  Score: Raw -5667752.783142 + Penalty 3508.106308 = -5664244.676834
  nChanged 20
		SP:Iteration 60F (77548.650000 sec): 3 clusters
  Score: Raw -5667757.141198 + Penalty 3508.106308 = -5664249.034890
  nChanged 10
		SP:Iteration 61Q (77548.960000 sec): 3 clusters
  Score: Raw -5667759.083806 + Penalty 3508.106308 = -5664250.977498
  nChanged 6
		SP:Iteration 62Q (77549.320000 sec): 3 clusters
  Score: Raw -5667760.459402 + Penalty 3508.106308 = -5664252.353094
  nChanged 10
		SP:Iteration 63Q (77549.660000 sec): 3 clusters
  Score: Raw -5667761.932930 + Penalty 3508.106308 = -5664253.826621
  nChanged 6
		SP:Iteration 64Q (77550.090000 sec): 3 clusters
  Score: Raw -5667763.102260 + Penalty 3508.106308 = -5664254.995952
  nChanged 3
		SP:Iteration 65Q (77550.480000 sec): 3 clusters
  Score: Raw -5667763.670390 + Penalty 3508.106308 = -5664255.564082
  nChanged 4
		SP:Iteration 66Q (77550.860000 sec): 3 clusters
  Score: Raw -5667764.164264 + Penalty 3508.106308 = -5664256.057956
  nChanged 4
		SP:Iteration 67Q (77551.260000 sec): 3 clusters
  Score: Raw -5667765.085926 + Penalty 3508.106308 = -5664256.979618
  nChanged 4
		SP:Iteration 68Q (77551.630000 sec): 3 clusters
  Score: Raw -5667765.673324 + Penalty 3508.106308 = -5664257.567015
  nChanged 2
		SP:Iteration 69Q (77552.000000 sec): 3 clusters
  Score: Raw -5667766.221379 + Penalty 3508.106308 = -5664258.115071
  nChanged 4
		SP:Iteration 70Q (77552.330000 sec): 3 clusters
  Score: Raw -5667766.804875 + Penalty 3508.106308 = -5664258.698567
  nChanged 1
		SP:Iteration 71Q (77552.750000 sec): 3 clusters
  Score: Raw -5667767.026835 + Penalty 3508.106308 = -5664258.920527
  nChanged 3
		SP:Iteration 72Q (77553.160000 sec): 3 clusters
  Score: Raw -5667767.888791 + Penalty 3508.106308 = -5664259.782483
  nChanged 3
		SP:Iteration 73Q (77553.550000 sec): 3 clusters
  Score: Raw -5667768.503322 + Penalty 3508.106308 = -5664260.397014
  nChanged 4
		SP:Iteration 74Q (77553.910000 sec): 3 clusters
  Score: Raw -5667768.933175 + Penalty 3508.106308 = -5664260.826866
  nChanged 2
		SP:Iteration 75Q (77554.280000 sec): 3 clusters
  Score: Raw -5667769.097831 + Penalty 3508.106308 = -5664260.991523
  nChanged 0
		SP:Iteration 76F (77554.640000 sec): 3 clusters
  Score: Raw -5667769.097831 + Penalty 3508.106308 = -5664260.991523
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (7400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77554.770000 sec): 2 clusters
  Score: Raw -863315.452332 + Penalty 1447.750733 = -861867.701599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77554.980000 sec): 3 clusters
  Score: Raw -859205.283719 + Penalty 2895.501466 = -856309.782254
  nChanged 3138
		SP:Iteration 1F (77555.210000 sec): 3 clusters
  Score: Raw -860961.819773 + Penalty 2895.501466 = -858066.318307
  nChanged 562
		SP:Iteration 2F (77555.370000 sec): 3 clusters
  Score: Raw -861296.742598 + Penalty 2895.501466 = -858401.241132
  nChanged 468
		SP:Iteration 3F (77555.600000 sec): 3 clusters
  Score: Raw -861561.829869 + Penalty 2895.501466 = -858666.328404
  nChanged 397
		SP:Iteration 4F (77555.790000 sec): 3 clusters
  Score: Raw -861824.366460 + Penalty 2895.501466 = -858928.864994
  nChanged 373
		SP:Iteration 5F (77555.990000 sec): 3 clusters
  Score: Raw -862066.378987 + Penalty 2895.501466 = -859170.877522
  nChanged 349
		SP:Iteration 6Q (77556.200000 sec): 3 clusters
  Score: Raw -862274.088026 + Penalty 2895.501466 = -859378.586560
  nChanged 306
		SP:Iteration 7Q (77556.380000 sec): 3 clusters
  Score: Raw -862464.671555 + Penalty 2895.501466 = -859569.170089
  nChanged 277
		SP:Iteration 8Q (77556.590000 sec): 3 clusters
  Score: Raw -862623.612379 + Penalty 2895.501466 = -859728.110913
  nChanged 246
		SP:Iteration 9Q (77556.790000 sec): 3 clusters
  Score: Raw -862750.418181 + Penalty 2895.501466 = -859854.916715
  nChanged 205
		SP:Iteration 10Q (77557.020000 sec): 3 clusters
  Score: Raw -862857.636103 + Penalty 2895.501466 = -859962.134637
  nChanged 194
		SP:Iteration 11Q (77557.220000 sec): 3 clusters
  Score: Raw -862953.205020 + Penalty 2895.501466 = -860057.703554
  nChanged 186
		SP:Iteration 12Q (77557.460000 sec): 3 clusters
  Score: Raw -863049.599534 + Penalty 2895.501466 = -860154.098068
  nChanged 179
		SP:Iteration 13Q (77557.670000 sec): 3 clusters
  Score: Raw -863153.540859 + Penalty 2895.501466 = -860258.039393
  nChanged 179
		SP:Iteration 14Q (77557.840000 sec): 3 clusters
  Score: Raw -863268.932330 + Penalty 2895.501466 = -860373.430864
  nChanged 173
		SP:Iteration 15Q (77558.030000 sec): 3 clusters
  Score: Raw -863379.289494 + Penalty 2895.501466 = -860483.788029
  nChanged 170
		SP:Iteration 16Q (77558.230000 sec): 3 clusters
  Score: Raw -863486.688652 + Penalty 2895.501466 = -860591.187186
  nChanged 156
		SP:Iteration 17Q (77558.440000 sec): 3 clusters
  Score: Raw -863589.598158 + Penalty 2895.501466 = -860694.096692
  nChanged 160
		SP:Iteration 18Q (77558.630000 sec): 3 clusters
  Score: Raw -863702.331806 + Penalty 2895.501466 = -860806.830340
  nChanged 145
		SP:Iteration 19Q (77558.810000 sec): 3 clusters
  Score: Raw -863796.081070 + Penalty 2895.501466 = -860900.579605
  nChanged 137
		SP:Iteration 20F (77559.020000 sec): 3 clusters
  Score: Raw -863868.414631 + Penalty 2895.501466 = -860972.913165
  nChanged 114
		SP:Iteration 21Q (77559.230000 sec): 3 clusters
  Score: Raw -863952.931359 + Penalty 2895.501466 = -861057.429893
  nChanged 123
		SP:Iteration 22Q (77559.410000 sec): 3 clusters
  Score: Raw -864031.368923 + Penalty 2895.501466 = -861135.867458
  nChanged 95
		SP:Iteration 23Q (77559.560000 sec): 3 clusters
  Score: Raw -864090.774626 + Penalty 2895.501466 = -861195.273160
  nChanged 84
		SP:Iteration 24Q (77559.720000 sec): 3 clusters
  Score: Raw -864150.236568 + Penalty 2895.501466 = -861254.735102
  nChanged 69
		SP:Iteration 25Q (77559.940000 sec): 3 clusters
  Score: Raw -864197.823059 + Penalty 2895.501466 = -861302.321593
  nChanged 53
		SP:Iteration 26Q (77560.130000 sec): 3 clusters
  Score: Raw -864222.854492 + Penalty 2895.501466 = -861327.353026
  nChanged 35
		SP:Iteration 27Q (77560.310000 sec): 3 clusters
  Score: Raw -864238.875356 + Penalty 2895.501466 = -861343.373891
  nChanged 23
		SP:Iteration 28Q (77560.530000 sec): 3 clusters
  Score: Raw -864248.808051 + Penalty 2895.501466 = -861353.306585
  nChanged 21
		SP:Iteration 29Q (77560.710000 sec): 3 clusters
  Score: Raw -864258.703599 + Penalty 2895.501466 = -861363.202133
  nChanged 19
		SP:Iteration 30Q (77560.890000 sec): 3 clusters
  Score: Raw -864265.117806 + Penalty 2895.501466 = -861369.616340
  nChanged 9
		SP:Iteration 31Q (77561.140000 sec): 3 clusters
  Score: Raw -864267.278760 + Penalty 2895.501466 = -861371.777294
  nChanged 9
		SP:Iteration 32Q (77561.300000 sec): 3 clusters
  Score: Raw -864271.790772 + Penalty 2895.501466 = -861376.289307
  nChanged 9
		SP:Iteration 33Q (77561.520000 sec): 3 clusters
  Score: Raw -864274.968020 + Penalty 2895.501466 = -861379.466554
  nChanged 14
		SP:Iteration 34Q (77561.700000 sec): 3 clusters
  Score: Raw -864280.737704 + Penalty 2895.501466 = -861385.236238
  nChanged 12
		SP:Iteration 35Q (77561.930000 sec): 3 clusters
  Score: Raw -864285.115422 + Penalty 2895.501466 = -861389.613957
  nChanged 16
		SP:Iteration 36Q (77562.090000 sec): 3 clusters
  Score: Raw -864288.414974 + Penalty 2895.501466 = -861392.913508
  nChanged 12
		SP:Iteration 37Q (77562.290000 sec): 3 clusters
  Score: Raw -864291.562950 + Penalty 2895.501466 = -861396.061484
  nChanged 6
		SP:Iteration 38Q (77562.470000 sec): 3 clusters
  Score: Raw -864293.267801 + Penalty 2895.501466 = -861397.766335
  nChanged 4
		SP:Iteration 39Q (77562.680000 sec): 3 clusters
  Score: Raw -864294.310042 + Penalty 2895.501466 = -861398.808576
  nChanged 3
		SP:Iteration 40F (77562.850000 sec): 3 clusters
  Score: Raw -864295.062766 + Penalty 2895.501466 = -861399.561300
  nChanged 3
		SP:Iteration 41Q (77563.040000 sec): 3 clusters
  Score: Raw -864296.277280 + Penalty 2895.501466 = -861400.775814
  nChanged 7
		SP:Iteration 42Q (77563.250000 sec): 3 clusters
  Score: Raw -864298.202137 + Penalty 2895.501466 = -861402.700671
  nChanged 7
		SP:Iteration 43Q (77563.470000 sec): 3 clusters
  Score: Raw -864300.534469 + Penalty 2895.501466 = -861405.033004
  nChanged 7
		SP:Iteration 44Q (77563.670000 sec): 3 clusters
  Score: Raw -864302.892826 + Penalty 2895.501466 = -861407.391360
  nChanged 8
		SP:Iteration 45Q (77563.880000 sec): 3 clusters
  Score: Raw -864305.889436 + Penalty 2895.501466 = -861410.387970
  nChanged 6
		SP:Iteration 46Q (77564.070000 sec): 3 clusters
  Score: Raw -864307.745919 + Penalty 2895.501466 = -861412.244453
  nChanged 5
		SP:Iteration 47Q (77564.270000 sec): 3 clusters
  Score: Raw -864309.437519 + Penalty 2895.501466 = -861413.936054
  nChanged 2
		SP:Iteration 48Q (77564.470000 sec): 3 clusters
  Score: Raw -864309.900770 + Penalty 2895.501466 = -861414.399304
  nChanged 5
		SP:Iteration 49Q (77564.640000 sec): 3 clusters
  Score: Raw -864311.337205 + Penalty 2895.501466 = -861415.835740
  nChanged 6
		SP:Iteration 50Q (77564.880000 sec): 3 clusters
  Score: Raw -864312.625618 + Penalty 2895.501466 = -861417.124152
  nChanged 3
		SP:Iteration 51Q (77565.040000 sec): 3 clusters
  Score: Raw -864313.562117 + Penalty 2895.501466 = -861418.060651
  nChanged 4
		SP:Iteration 52Q (77565.260000 sec): 3 clusters
  Score: Raw -864314.523817 + Penalty 2895.501466 = -861419.022351
  nChanged 2
		SP:Iteration 53Q (77565.420000 sec): 3 clusters
  Score: Raw -864315.279573 + Penalty 2895.501466 = -861419.778108
  nChanged 1
		SP:Iteration 54Q (77565.620000 sec): 3 clusters
  Score: Raw -864315.848511 + Penalty 2895.501466 = -861420.347045
  nChanged 0
		SP:Iteration 55F (77565.780000 sec): 3 clusters
  Score: Raw -864315.848511 + Penalty 2895.501466 = -861420.347045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 31 (7738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77565.870000 sec): 2 clusters
  Score: Raw -891706.187603 + Penalty 1455.008512 = -890251.179091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77566.090000 sec): 3 clusters
  Score: Raw -887467.252180 + Penalty 2910.017024 = -884557.235156
  nChanged 3264
		SP:Iteration 1F (77566.290000 sec): 3 clusters
  Score: Raw -889323.222996 + Penalty 2910.017024 = -886413.205972
  nChanged 564
		SP:Iteration 2F (77566.470000 sec): 3 clusters
  Score: Raw -889618.603692 + Penalty 2910.017024 = -886708.586668
  nChanged 457
		SP:Iteration 3F (77566.660000 sec): 3 clusters
  Score: Raw -889853.443607 + Penalty 2910.017024 = -886943.426583
  nChanged 370
		SP:Iteration 4Q (77566.810000 sec): 3 clusters
  Score: Raw -890051.013346 + Penalty 2910.017024 = -887140.996322
  nChanged 312
		SP:Iteration 5Q (77567.000000 sec): 3 clusters
  Score: Raw -890226.193484 + Penalty 2910.017024 = -887316.176460
  nChanged 317
		SP:Iteration 6Q (77567.200000 sec): 3 clusters
  Score: Raw -890419.116348 + Penalty 2910.017024 = -887509.099324
  nChanged 305
		SP:Iteration 7Q (77567.380000 sec): 3 clusters
  Score: Raw -890613.044202 + Penalty 2910.017024 = -887703.027178
  nChanged 289
		SP:Iteration 8Q (77567.580000 sec): 3 clusters
  Score: Raw -890808.994957 + Penalty 2910.017024 = -887898.977933
  nChanged 293
		SP:Iteration 9Q (77567.770000 sec): 3 clusters
  Score: Raw -891021.803859 + Penalty 2910.017024 = -888111.786835
  nChanged 256
		SP:Iteration 10Q (77567.970000 sec): 3 clusters
  Score: Raw -891197.311439 + Penalty 2910.017024 = -888287.294415
  nChanged 222
		SP:Iteration 11Q (77568.200000 sec): 3 clusters
  Score: Raw -891354.332192 + Penalty 2910.017024 = -888444.315168
  nChanged 191
		SP:Iteration 12Q (77568.420000 sec): 3 clusters
  Score: Raw -891497.654252 + Penalty 2910.017024 = -888587.637228
  nChanged 149
		SP:Iteration 13Q (77568.640000 sec): 3 clusters
  Score: Raw -891613.908439 + Penalty 2910.017024 = -888703.891415
  nChanged 120
		SP:Iteration 14Q (77568.800000 sec): 3 clusters
  Score: Raw -891709.253834 + Penalty 2910.017024 = -888799.236810
  nChanged 101
		SP:Iteration 15Q (77569.040000 sec): 3 clusters
  Score: Raw -891786.339297 + Penalty 2910.017024 = -888876.322273
  nChanged 78
		SP:Iteration 16Q (77569.210000 sec): 3 clusters
  Score: Raw -891840.307768 + Penalty 2910.017024 = -888930.290744
  nChanged 62
		SP:Iteration 17Q (77569.400000 sec): 3 clusters
  Score: Raw -891879.539311 + Penalty 2910.017024 = -888969.522287
  nChanged 44
		SP:Iteration 18Q (77569.580000 sec): 3 clusters
  Score: Raw -891910.979207 + Penalty 2910.017024 = -889000.962183
  nChanged 38
		SP:Iteration 19Q (77569.770000 sec): 3 clusters
  Score: Raw -891937.357988 + Penalty 2910.017024 = -889027.340964
  nChanged 41
		SP:Iteration 20F (77569.940000 sec): 3 clusters
  Score: Raw -891967.857873 + Penalty 2910.017024 = -889057.840849
  nChanged 34
		SP:Iteration 21Q (77570.120000 sec): 3 clusters
  Score: Raw -891991.795035 + Penalty 2910.017024 = -889081.778011
  nChanged 25
		SP:Iteration 22Q (77570.320000 sec): 3 clusters
  Score: Raw -892009.183033 + Penalty 2910.017024 = -889099.166009
  nChanged 18
		SP:Iteration 23Q (77570.530000 sec): 3 clusters
  Score: Raw -892020.033429 + Penalty 2910.017024 = -889110.016405
  nChanged 15
		SP:Iteration 24Q (77570.710000 sec): 3 clusters
  Score: Raw -892030.680156 + Penalty 2910.017024 = -889120.663132
  nChanged 14
		SP:Iteration 25Q (77570.910000 sec): 3 clusters
  Score: Raw -892041.081574 + Penalty 2910.017024 = -889131.064550
  nChanged 17
		SP:Iteration 26Q (77571.080000 sec): 3 clusters
  Score: Raw -892053.257730 + Penalty 2910.017024 = -889143.240706
  nChanged 13
		SP:Iteration 27Q (77571.240000 sec): 3 clusters
  Score: Raw -892057.920606 + Penalty 2910.017024 = -889147.903582
  nChanged 5
		SP:Iteration 28Q (77571.430000 sec): 3 clusters
  Score: Raw -892059.780965 + Penalty 2910.017024 = -889149.763941
  nChanged 3
		SP:Iteration 29Q (77571.610000 sec): 3 clusters
  Score: Raw -892060.542814 + Penalty 2910.017024 = -889150.525790
  nChanged 3
		SP:Iteration 30Q (77571.790000 sec): 3 clusters
  Score: Raw -892062.405083 + Penalty 2910.017024 = -889152.388059
  nChanged 5
		SP:Iteration 31Q (77572.010000 sec): 3 clusters
  Score: Raw -892064.795058 + Penalty 2910.017024 = -889154.778034
  nChanged 4
		SP:Iteration 32Q (77572.190000 sec): 3 clusters
  Score: Raw -892067.002792 + Penalty 2910.017024 = -889156.985768
  nChanged 6
		SP:Iteration 33Q (77572.440000 sec): 3 clusters
  Score: Raw -892070.465475 + Penalty 2910.017024 = -889160.448451
  nChanged 4
		SP:Iteration 34Q (77572.620000 sec): 3 clusters
  Score: Raw -892071.400154 + Penalty 2910.017024 = -889161.383130
  nChanged 1
		SP:Iteration 35Q (77572.790000 sec): 3 clusters
  Score: Raw -892071.899180 + Penalty 2910.017024 = -889161.882156
  nChanged 3
		SP:Iteration 36Q (77572.960000 sec): 3 clusters
  Score: Raw -892073.331659 + Penalty 2910.017024 = -889163.314635
  nChanged 7
		SP:Iteration 37Q (77573.160000 sec): 3 clusters
  Score: Raw -892076.821272 + Penalty 2910.017024 = -889166.804248
  nChanged 2
		SP:Iteration 38Q (77573.360000 sec): 3 clusters
  Score: Raw -892078.148617 + Penalty 2910.017024 = -889168.131593
  nChanged 1
		SP:Iteration 39Q (77573.560000 sec): 3 clusters
  Score: Raw -892078.769680 + Penalty 2910.017024 = -889168.752656
  nChanged 4
		SP:Iteration 40F (77573.770000 sec): 3 clusters
  Score: Raw -892080.776227 + Penalty 2910.017024 = -889170.759203
  nChanged 3
		SP:Iteration 41Q (77573.910000 sec): 3 clusters
  Score: Raw -892082.164782 + Penalty 2910.017024 = -889172.147758
  nChanged 1
		SP:Iteration 42Q (77574.110000 sec): 3 clusters
  Score: Raw -892082.608150 + Penalty 2910.017024 = -889172.591126
  nChanged 1
		SP:Iteration 43Q (77574.320000 sec): 3 clusters
  Score: Raw -892083.035084 + Penalty 2910.017024 = -889173.018060
  nChanged 1
		SP:Iteration 44Q (77574.540000 sec): 3 clusters
  Score: Raw -892083.452191 + Penalty 2910.017024 = -889173.435167
  nChanged 0
		SP:Iteration 45F (77574.750000 sec): 3 clusters
  Score: Raw -892083.452191 + Penalty 2910.017024 = -889173.435167
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (2737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77574.860000 sec): 2 clusters
  Score: Raw -313114.675024 + Penalty 1286.125378 = -311828.549646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77575.050000 sec): 3 clusters
  Score: Raw -311862.853824 + Penalty 2572.250755 = -309290.603068
  nChanged 1025
		SP:Iteration 1F (77575.230000 sec): 3 clusters
  Score: Raw -312491.467706 + Penalty 2572.250755 = -309919.216950
  nChanged 236
		SP:Iteration 2F (77575.400000 sec): 3 clusters
  Score: Raw -312676.681508 + Penalty 2572.250755 = -310104.430753
  nChanged 150
		SP:Iteration 3F (77575.570000 sec): 3 clusters
  Score: Raw -312818.161781 + Penalty 2572.250755 = -310245.911025
  nChanged 131
		SP:Iteration 4Q (77575.740000 sec): 3 clusters
  Score: Raw -312932.634813 + Penalty 2572.250755 = -310360.384057
  nChanged 116
		SP:Iteration 5Q (77575.930000 sec): 3 clusters
  Score: Raw -313013.057917 + Penalty 2572.250755 = -310440.807162
  nChanged 102
		SP:Iteration 6Q (77576.110000 sec): 3 clusters
  Score: Raw -313089.235650 + Penalty 2572.250755 = -310516.984895
  nChanged 86
		SP:Iteration 7Q (77576.300000 sec): 3 clusters
  Score: Raw -313148.692186 + Penalty 2572.250755 = -310576.441430
  nChanged 77
		SP:Iteration 8Q (77576.500000 sec): 3 clusters
  Score: Raw -313201.425044 + Penalty 2572.250755 = -310629.174288
  nChanged 66
		SP:Iteration 9Q (77576.710000 sec): 3 clusters
  Score: Raw -313237.113935 + Penalty 2572.250755 = -310664.863180
  nChanged 42
		SP:Iteration 10Q (77576.890000 sec): 3 clusters
  Score: Raw -313254.777765 + Penalty 2572.250755 = -310682.527009
  nChanged 36
		SP:Iteration 11Q (77577.070000 sec): 3 clusters
  Score: Raw -313273.465896 + Penalty 2572.250755 = -310701.215140
  nChanged 34
		SP:Iteration 12Q (77577.210000 sec): 3 clusters
  Score: Raw -313291.579899 + Penalty 2572.250755 = -310719.329144
  nChanged 24
		SP:Iteration 13Q (77577.390000 sec): 3 clusters
  Score: Raw -313303.575483 + Penalty 2572.250755 = -310731.324727
  nChanged 20
		SP:Iteration 14Q (77577.570000 sec): 3 clusters
  Score: Raw -313312.652933 + Penalty 2572.250755 = -310740.402177
  nChanged 15
		SP:Iteration 15Q (77577.750000 sec): 3 clusters
  Score: Raw -313321.128542 + Penalty 2572.250755 = -310748.877786
  nChanged 22
		SP:Iteration 16Q (77577.920000 sec): 3 clusters
  Score: Raw -313334.480024 + Penalty 2572.250755 = -310762.229269
  nChanged 16
		SP:Iteration 17Q (77578.050000 sec): 3 clusters
  Score: Raw -313341.228539 + Penalty 2572.250755 = -310768.977783
  nChanged 12
		SP:Iteration 18Q (77578.230000 sec): 3 clusters
  Score: Raw -313345.265491 + Penalty 2572.250755 = -310773.014736
  nChanged 11
		SP:Iteration 19Q (77578.430000 sec): 3 clusters
  Score: Raw -313350.477945 + Penalty 2572.250755 = -310778.227190
  nChanged 15
		SP:Iteration 20F (77578.620000 sec): 3 clusters
  Score: Raw -313360.598859 + Penalty 2572.250755 = -310788.348103
  nChanged 18
		SP:Iteration 21Q (77578.820000 sec): 3 clusters
  Score: Raw -313372.137566 + Penalty 2572.250755 = -310799.886811
  nChanged 19
		SP:Iteration 22Q (77579.010000 sec): 3 clusters
  Score: Raw -313379.692035 + Penalty 2572.250755 = -310807.441279
  nChanged 14
		SP:Iteration 23Q (77579.210000 sec): 3 clusters
  Score: Raw -313385.072783 + Penalty 2572.250755 = -310812.822028
  nChanged 12
		SP:Iteration 24Q (77579.410000 sec): 3 clusters
  Score: Raw -313389.808239 + Penalty 2572.250755 = -310817.557484
  nChanged 7
		SP:Iteration 25Q (77579.570000 sec): 3 clusters
  Score: Raw -313392.049834 + Penalty 2572.250755 = -310819.799079
  nChanged 7
		SP:Iteration 26Q (77579.760000 sec): 3 clusters
  Score: Raw -313395.445494 + Penalty 2572.250755 = -310823.194738
  nChanged 6
		SP:Iteration 27Q (77579.960000 sec): 3 clusters
  Score: Raw -313397.449372 + Penalty 2572.250755 = -310825.198616
  nChanged 8
		SP:Iteration 28Q (77580.120000 sec): 3 clusters
  Score: Raw -313400.821378 + Penalty 2572.250755 = -310828.570623
  nChanged 8
		SP:Iteration 29Q (77580.310000 sec): 3 clusters
  Score: Raw -313404.860925 + Penalty 2572.250755 = -310832.610169
  nChanged 10
		SP:Iteration 30Q (77580.470000 sec): 3 clusters
  Score: Raw -313410.820696 + Penalty 2572.250755 = -310838.569940
  nChanged 12
		SP:Iteration 31Q (77580.610000 sec): 3 clusters
  Score: Raw -313416.733960 + Penalty 2572.250755 = -310844.483204
  nChanged 9
		SP:Iteration 32Q (77580.790000 sec): 3 clusters
  Score: Raw -313419.631964 + Penalty 2572.250755 = -310847.381208
  nChanged 5
		SP:Iteration 33Q (77580.960000 sec): 3 clusters
  Score: Raw -313421.063744 + Penalty 2572.250755 = -310848.812988
  nChanged 3
		SP:Iteration 34Q (77581.130000 sec): 3 clusters
  Score: Raw -313422.530510 + Penalty 2572.250755 = -310850.279755
  nChanged 9
		SP:Iteration 35Q (77581.310000 sec): 3 clusters
  Score: Raw -313426.615752 + Penalty 2572.250755 = -310854.364996
  nChanged 13
		SP:Iteration 36Q (77581.470000 sec): 3 clusters
  Score: Raw -313435.065719 + Penalty 2572.250755 = -310862.814964
  nChanged 13
		SP:Iteration 37Q (77581.650000 sec): 3 clusters
  Score: Raw -313450.221579 + Penalty 2572.250755 = -310877.970824
  nChanged 21
		SP:Iteration 38Q (77581.830000 sec): 3 clusters
  Score: Raw -313462.294343 + Penalty 2572.250755 = -310890.043588
  nChanged 17
		SP:Iteration 39Q (77582.000000 sec): 3 clusters
  Score: Raw -313470.607444 + Penalty 2572.250755 = -310898.356688
  nChanged 9
		SP:Iteration 40F (77582.190000 sec): 3 clusters
  Score: Raw -313479.241686 + Penalty 2572.250755 = -310906.990930
  nChanged 14
		SP:Iteration 41Q (77582.360000 sec): 3 clusters
  Score: Raw -313485.640997 + Penalty 2572.250755 = -310913.390241
  nChanged 11
		SP:Iteration 42Q (77582.580000 sec): 3 clusters
  Score: Raw -313489.623457 + Penalty 2572.250755 = -310917.372702
  nChanged 13
		SP:Iteration 43Q (77582.740000 sec): 3 clusters
  Score: Raw -313494.435751 + Penalty 2572.250755 = -310922.184996
  nChanged 10
		SP:Iteration 44Q (77582.940000 sec): 3 clusters
  Score: Raw -313499.084427 + Penalty 2572.250755 = -310926.833672
  nChanged 13
		SP:Iteration 45Q (77583.100000 sec): 3 clusters
  Score: Raw -313504.001802 + Penalty 2572.250755 = -310931.751047
  nChanged 11
		SP:Iteration 46Q (77583.300000 sec): 3 clusters
  Score: Raw -313508.066305 + Penalty 2572.250755 = -310935.815549
  nChanged 3
		SP:Iteration 47Q (77583.450000 sec): 3 clusters
  Score: Raw -313509.744721 + Penalty 2572.250755 = -310937.493966
  nChanged 6
		SP:Iteration 48Q (77583.610000 sec): 3 clusters
  Score: Raw -313512.949813 + Penalty 2572.250755 = -310940.699058
  nChanged 3
		SP:Iteration 49Q (77583.810000 sec): 3 clusters
  Score: Raw -313514.864141 + Penalty 2572.250755 = -310942.613385
  nChanged 6
		SP:Iteration 50Q (77583.980000 sec): 3 clusters
  Score: Raw -313517.245354 + Penalty 2572.250755 = -310944.994598
  nChanged 6
		SP:Iteration 51Q (77584.130000 sec): 3 clusters
  Score: Raw -313519.441704 + Penalty 2572.250755 = -310947.190948
  nChanged 6
		SP:Iteration 52Q (77584.330000 sec): 3 clusters
  Score: Raw -313521.580187 + Penalty 2572.250755 = -310949.329432
  nChanged 9
		SP:Iteration 53Q (77584.510000 sec): 3 clusters
  Score: Raw -313524.461238 + Penalty 2572.250755 = -310952.210483
  nChanged 5
		SP:Iteration 54Q (77584.600000 sec): 3 clusters
  Score: Raw -313526.564877 + Penalty 2572.250755 = -310954.314121
  nChanged 3
		SP:Iteration 55Q (77584.760000 sec): 3 clusters
  Score: Raw -313527.690335 + Penalty 2572.250755 = -310955.439579
  nChanged 4
		SP:Iteration 56Q (77584.910000 sec): 3 clusters
  Score: Raw -313529.156571 + Penalty 2572.250755 = -310956.905816
  nChanged 2
		SP:Iteration 57Q (77585.100000 sec): 3 clusters
  Score: Raw -313529.863157 + Penalty 2572.250755 = -310957.612402
  nChanged 1
		SP:Iteration 58Q (77585.310000 sec): 3 clusters
  Score: Raw -313530.059414 + Penalty 2572.250755 = -310957.808659
  nChanged 0
		SP:Iteration 59F (77585.460000 sec): 3 clusters
  Score: Raw -313530.059414 + Penalty 2572.250755 = -310957.808659
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 33 (906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77585.560000 sec): 2 clusters
  Score: Raw -101778.754931 + Penalty 1106.468887 = -100672.286043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77585.710000 sec): 3 clusters
  Score: Raw -101522.496405 + Penalty 2212.937774 = -99309.558631
  nChanged 263
		SP:Iteration 1F (77585.900000 sec): 3 clusters
  Score: Raw -101746.497428 + Penalty 2212.937774 = -99533.559653
  nChanged 69
		SP:Iteration 2F (77586.070000 sec): 3 clusters
  Score: Raw -101832.624542 + Penalty 2212.937774 = -99619.686768
  nChanged 46
		SP:Iteration 3F (77586.200000 sec): 3 clusters
  Score: Raw -101901.864231 + Penalty 2212.937774 = -99688.926457
  nChanged 47
		SP:Iteration 4F (77586.360000 sec): 3 clusters
  Score: Raw -101953.033653 + Penalty 2212.937774 = -99740.095878
  nChanged 29
		SP:Iteration 5Q (77586.520000 sec): 3 clusters
  Score: Raw -101987.353151 + Penalty 2212.937774 = -99774.415376
  nChanged 25
		SP:Iteration 6Q (77586.660000 sec): 3 clusters
  Score: Raw -102017.570444 + Penalty 2212.937774 = -99804.632670
  nChanged 20
		SP:Iteration 7Q (77586.840000 sec): 3 clusters
  Score: Raw -102043.900445 + Penalty 2212.937774 = -99830.962671
  nChanged 18
		SP:Iteration 8Q (77587.000000 sec): 3 clusters
  Score: Raw -102063.391465 + Penalty 2212.937774 = -99850.453691
  nChanged 16
		SP:Iteration 9Q (77587.200000 sec): 3 clusters
  Score: Raw -102084.373080 + Penalty 2212.937774 = -99871.435305
  nChanged 9
		SP:Iteration 10Q (77587.360000 sec): 3 clusters
  Score: Raw -102095.027235 + Penalty 2212.937774 = -99882.089460
  nChanged 6
		SP:Iteration 11Q (77587.520000 sec): 3 clusters
  Score: Raw -102101.895058 + Penalty 2212.937774 = -99888.957283
  nChanged 5
		SP:Iteration 12Q (77587.720000 sec): 3 clusters
  Score: Raw -102107.618250 + Penalty 2212.937774 = -99894.680476
  nChanged 3
		SP:Iteration 13Q (77587.860000 sec): 3 clusters
  Score: Raw -102112.465935 + Penalty 2212.937774 = -99899.528160
  nChanged 6
		SP:Iteration 14Q (77588.040000 sec): 3 clusters
  Score: Raw -102119.123180 + Penalty 2212.937774 = -99906.185405
  nChanged 4
		SP:Iteration 15Q (77588.210000 sec): 3 clusters
  Score: Raw -102122.921481 + Penalty 2212.937774 = -99909.983707
  nChanged 4
		SP:Iteration 16Q (77588.400000 sec): 3 clusters
  Score: Raw -102133.386095 + Penalty 2212.937774 = -99920.448320
  nChanged 6
		SP:Iteration 17Q (77588.560000 sec): 3 clusters
  Score: Raw -102142.884829 + Penalty 2212.937774 = -99929.947054
  nChanged 6
		SP:Iteration 18Q (77588.710000 sec): 3 clusters
  Score: Raw -102149.652157 + Penalty 2212.937774 = -99936.714383
  nChanged 4
		SP:Iteration 19Q (77588.890000 sec): 3 clusters
  Score: Raw -102153.595828 + Penalty 2212.937774 = -99940.658053
  nChanged 3
		SP:Iteration 20F (77589.100000 sec): 3 clusters
  Score: Raw -102156.274532 + Penalty 2212.937774 = -99943.336757
  nChanged 3
		SP:Iteration 21Q (77589.260000 sec): 3 clusters
  Score: Raw -102158.944889 + Penalty 2212.937774 = -99946.007115
  nChanged 5
		SP:Iteration 22Q (77589.440000 sec): 3 clusters
  Score: Raw -102162.128829 + Penalty 2212.937774 = -99949.191054
  nChanged 1
		SP:Iteration 23Q (77589.640000 sec): 3 clusters
  Score: Raw -102163.207769 + Penalty 2212.937774 = -99950.269994
  nChanged 0
		SP:Iteration 24F (77589.800000 sec): 3 clusters
  Score: Raw -102163.207769 + Penalty 2212.937774 = -99950.269994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77589.910000 sec): 2 clusters
  Score: Raw -25208.860545 + Penalty 898.532227 = -24310.328318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77590.060000 sec): 3 clusters
  Score: Raw -25382.518384 + Penalty 1797.064453 = -23585.453930
  nChanged 62
		SP:Iteration 1F (77590.230000 sec): 3 clusters
  Score: Raw -25589.881484 + Penalty 1797.064453 = -23792.817030
  nChanged 29
		SP:Iteration 2F (77590.430000 sec): 3 clusters
  Score: Raw -25765.063222 + Penalty 1797.064453 = -23967.998769
  nChanged 18
		SP:Iteration 3F (77590.570000 sec): 3 clusters
  Score: Raw -25860.484999 + Penalty 1797.064453 = -24063.420545
  nChanged 9
		SP:Iteration 4Q (77590.780000 sec): 3 clusters
  Score: Raw -25903.721533 + Penalty 1797.064453 = -24106.657080
  nChanged 3
		SP:Iteration 5Q (77590.930000 sec): 3 clusters
  Score: Raw -25917.358492 + Penalty 1797.064453 = -24120.294039
  nChanged 2
		SP:Iteration 6Q (77591.090000 sec): 3 clusters
  Score: Raw -25923.514908 + Penalty 1797.064453 = -24126.450454
  nChanged 1
		SP:Iteration 7Q (77591.240000 sec): 3 clusters
  Score: Raw -25926.738001 + Penalty 1797.064453 = -24129.673548
  nChanged 1
		SP:Iteration 8Q (77591.450000 sec): 3 clusters
  Score: Raw -25934.568005 + Penalty 1797.064453 = -24137.503551
  nChanged 0
		SP:Iteration 9F (77591.600000 sec): 3 clusters
  Score: Raw -25934.568005 + Penalty 1797.064453 = -24137.503551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (10175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77591.700000 sec): 2 clusters
  Score: Raw -1214889.392946 + Penalty 1499.499464 = -1213389.893482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77591.960000 sec): 3 clusters
  Score: Raw -1209088.860302 + Penalty 2998.998928 = -1206089.861374
  nChanged 4421
		SP:Iteration 1F (77592.130000 sec): 3 clusters
  Score: Raw -1211573.739860 + Penalty 2998.998928 = -1208574.740932
  nChanged 700
		SP:Iteration 2F (77592.330000 sec): 3 clusters
  Score: Raw -1211953.479452 + Penalty 2998.998928 = -1208954.480524
  nChanged 641
		SP:Iteration 3F (77592.550000 sec): 3 clusters
  Score: Raw -1212324.886049 + Penalty 2998.998928 = -1209325.887121
  nChanged 607
		SP:Iteration 4F (77592.760000 sec): 3 clusters
  Score: Raw -1212741.561861 + Penalty 2998.998928 = -1209742.562933
  nChanged 628
		SP:Iteration 5F (77592.980000 sec): 3 clusters
  Score: Raw -1213176.901947 + Penalty 2998.998928 = -1210177.903019
  nChanged 565
		SP:Iteration 6F (77593.150000 sec): 3 clusters
  Score: Raw -1213574.974339 + Penalty 2998.998928 = -1210575.975411
  nChanged 493
		SP:Iteration 7Q (77593.340000 sec): 3 clusters
  Score: Raw -1213940.901550 + Penalty 2998.998928 = -1210941.902621
  nChanged 394
		SP:Iteration 8Q (77593.560000 sec): 3 clusters
  Score: Raw -1214217.558217 + Penalty 2998.998928 = -1211218.559289
  nChanged 295
		SP:Iteration 9Q (77593.760000 sec): 3 clusters
  Score: Raw -1214422.380683 + Penalty 2998.998928 = -1211423.381755
  nChanged 232
		SP:Iteration 10Q (77594.000000 sec): 3 clusters
  Score: Raw -1214570.220212 + Penalty 2998.998928 = -1211571.221284
  nChanged 161
		SP:Iteration 11Q (77594.190000 sec): 3 clusters
  Score: Raw -1214683.335751 + Penalty 2998.998928 = -1211684.336823
  nChanged 130
		SP:Iteration 12Q (77594.410000 sec): 3 clusters
  Score: Raw -1214784.256174 + Penalty 2998.998928 = -1211785.257246
  nChanged 124
		SP:Iteration 13Q (77594.620000 sec): 3 clusters
  Score: Raw -1214885.408599 + Penalty 2998.998928 = -1211886.409671
  nChanged 97
		SP:Iteration 14Q (77594.820000 sec): 3 clusters
  Score: Raw -1214967.303342 + Penalty 2998.998928 = -1211968.304414
  nChanged 93
		SP:Iteration 15Q (77595.020000 sec): 3 clusters
  Score: Raw -1215027.326031 + Penalty 2998.998928 = -1212028.327102
  nChanged 70
		SP:Iteration 16Q (77595.200000 sec): 3 clusters
  Score: Raw -1215068.441153 + Penalty 2998.998928 = -1212069.442224
  nChanged 58
		SP:Iteration 17Q (77595.400000 sec): 3 clusters
  Score: Raw -1215093.697675 + Penalty 2998.998928 = -1212094.698747
  nChanged 43
		SP:Iteration 18Q (77595.640000 sec): 3 clusters
  Score: Raw -1215113.139637 + Penalty 2998.998928 = -1212114.140709
  nChanged 25
		SP:Iteration 19Q (77595.840000 sec): 3 clusters
  Score: Raw -1215122.943938 + Penalty 2998.998928 = -1212123.945009
  nChanged 18
		SP:Iteration 20F (77596.050000 sec): 3 clusters
  Score: Raw -1215130.280649 + Penalty 2998.998928 = -1212131.281720
  nChanged 22
		SP:Iteration 21Q (77596.250000 sec): 3 clusters
  Score: Raw -1215137.875982 + Penalty 2998.998928 = -1212138.877053
  nChanged 17
		SP:Iteration 22Q (77596.460000 sec): 3 clusters
  Score: Raw -1215144.833093 + Penalty 2998.998928 = -1212145.834164
  nChanged 8
		SP:Iteration 23Q (77596.660000 sec): 3 clusters
  Score: Raw -1215147.549224 + Penalty 2998.998928 = -1212148.550296
  nChanged 7
		SP:Iteration 24Q (77596.860000 sec): 3 clusters
  Score: Raw -1215149.235023 + Penalty 2998.998928 = -1212150.236094
  nChanged 3
		SP:Iteration 25Q (77597.070000 sec): 3 clusters
  Score: Raw -1215149.916534 + Penalty 2998.998928 = -1212150.917606
  nChanged 3
		SP:Iteration 26Q (77597.320000 sec): 3 clusters
  Score: Raw -1215152.157567 + Penalty 2998.998928 = -1212153.158639
  nChanged 3
		SP:Iteration 27Q (77597.500000 sec): 3 clusters
  Score: Raw -1215153.390148 + Penalty 2998.998928 = -1212154.391219
  nChanged 3
		SP:Iteration 28Q (77597.730000 sec): 3 clusters
  Score: Raw -1215154.717070 + Penalty 2998.998928 = -1212155.718141
  nChanged 6
		SP:Iteration 29Q (77597.920000 sec): 3 clusters
  Score: Raw -1215157.461687 + Penalty 2998.998928 = -1212158.462758
  nChanged 6
		SP:Iteration 30Q (77598.160000 sec): 3 clusters
  Score: Raw -1215158.928631 + Penalty 2998.998928 = -1212159.929703
  nChanged 2
		SP:Iteration 31Q (77598.340000 sec): 3 clusters
  Score: Raw -1215159.585850 + Penalty 2998.998928 = -1212160.586922
  nChanged 0
		SP:Iteration 32F (77598.540000 sec): 3 clusters
  Score: Raw -1215159.585850 + Penalty 2998.998928 = -1212160.586922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77598.660000 sec): 2 clusters
  Score: Raw -457168.738726 + Penalty 1346.395913 = -455822.342813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77598.840000 sec): 3 clusters
  Score: Raw -455238.449365 + Penalty 2692.791825 = -452545.657539
  nChanged 1552
		SP:Iteration 1F (77599.060000 sec): 3 clusters
  Score: Raw -456188.932651 + Penalty 2692.791825 = -453496.140825
  nChanged 355
		SP:Iteration 2F (77599.230000 sec): 3 clusters
  Score: Raw -456481.277590 + Penalty 2692.791825 = -453788.485765
  nChanged 319
		SP:Iteration 3F (77599.400000 sec): 3 clusters
  Score: Raw -456786.482438 + Penalty 2692.791825 = -454093.690613
  nChanged 299
		SP:Iteration 4F (77599.610000 sec): 3 clusters
  Score: Raw -457132.369622 + Penalty 2692.791825 = -454439.577796
  nChanged 301
		SP:Iteration 5F (77599.790000 sec): 3 clusters
  Score: Raw -457510.125396 + Penalty 2692.791825 = -454817.333570
  nChanged 276
		SP:Iteration 6F (77599.970000 sec): 3 clusters
  Score: Raw -457822.578679 + Penalty 2692.791825 = -455129.786854
  nChanged 193
		SP:Iteration 7Q (77600.150000 sec): 3 clusters
  Score: Raw -457999.048569 + Penalty 2692.791825 = -455306.256743
  nChanged 149
		SP:Iteration 8Q (77600.330000 sec): 3 clusters
  Score: Raw -458103.845730 + Penalty 2692.791825 = -455411.053905
  nChanged 100
		SP:Iteration 9Q (77600.520000 sec): 3 clusters
  Score: Raw -458168.111804 + Penalty 2692.791825 = -455475.319978
  nChanged 70
		SP:Iteration 10Q (77600.670000 sec): 3 clusters
  Score: Raw -458210.370672 + Penalty 2692.791825 = -455517.578846
  nChanged 49
		SP:Iteration 11Q (77600.870000 sec): 3 clusters
  Score: Raw -458239.944262 + Penalty 2692.791825 = -455547.152437
  nChanged 43
		SP:Iteration 12Q (77601.070000 sec): 3 clusters
  Score: Raw -458260.946219 + Penalty 2692.791825 = -455568.154394
  nChanged 27
		SP:Iteration 13Q (77601.260000 sec): 3 clusters
  Score: Raw -458272.390653 + Penalty 2692.791825 = -455579.598827
  nChanged 17
		SP:Iteration 14Q (77601.460000 sec): 3 clusters
  Score: Raw -458277.594583 + Penalty 2692.791825 = -455584.802758
  nChanged 8
		SP:Iteration 15Q (77601.600000 sec): 3 clusters
  Score: Raw -458279.884456 + Penalty 2692.791825 = -455587.092630
  nChanged 8
		SP:Iteration 16Q (77601.840000 sec): 3 clusters
  Score: Raw -458282.137259 + Penalty 2692.791825 = -455589.345433
  nChanged 6
		SP:Iteration 17Q (77602.020000 sec): 3 clusters
  Score: Raw -458283.552677 + Penalty 2692.791825 = -455590.760851
  nChanged 4
		SP:Iteration 18Q (77602.220000 sec): 3 clusters
  Score: Raw -458284.509752 + Penalty 2692.791825 = -455591.717927
  nChanged 5
		SP:Iteration 19Q (77602.380000 sec): 3 clusters
  Score: Raw -458285.541748 + Penalty 2692.791825 = -455592.749923
  nChanged 6
		SP:Iteration 20F (77602.560000 sec): 3 clusters
  Score: Raw -458288.835908 + Penalty 2692.791825 = -455596.044082
  nChanged 10
		SP:Iteration 21Q (77602.730000 sec): 3 clusters
  Score: Raw -458292.691648 + Penalty 2692.791825 = -455599.899822
  nChanged 9
		SP:Iteration 22Q (77602.910000 sec): 3 clusters
  Score: Raw -458295.011436 + Penalty 2692.791825 = -455602.219611
  nChanged 4
		SP:Iteration 23Q (77603.110000 sec): 3 clusters
  Score: Raw -458296.452190 + Penalty 2692.791825 = -455603.660364
  nChanged 3
		SP:Iteration 24Q (77603.290000 sec): 3 clusters
  Score: Raw -458297.246434 + Penalty 2692.791825 = -455604.454608
  nChanged 1
		SP:Iteration 25Q (77603.490000 sec): 3 clusters
  Score: Raw -458297.625018 + Penalty 2692.791825 = -455604.833193
  nChanged 1
		SP:Iteration 26Q (77603.650000 sec): 3 clusters
  Score: Raw -458297.846527 + Penalty 2692.791825 = -455605.054701
  nChanged 2
		SP:Iteration 27Q (77603.850000 sec): 3 clusters
  Score: Raw -458298.657203 + Penalty 2692.791825 = -455605.865377
  nChanged 3
		SP:Iteration 28Q (77604.050000 sec): 3 clusters
  Score: Raw -458299.692531 + Penalty 2692.791825 = -455606.900706
  nChanged 3
		SP:Iteration 29Q (77604.230000 sec): 3 clusters
  Score: Raw -458300.263699 + Penalty 2692.791825 = -455607.471873
  nChanged 2
		SP:Iteration 30Q (77604.390000 sec): 3 clusters
  Score: Raw -458300.562912 + Penalty 2692.791825 = -455607.771086
  nChanged 0
		SP:Iteration 31F (77604.570000 sec): 3 clusters
  Score: Raw -458300.562912 + Penalty 2692.791825 = -455607.771086
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (1734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77604.680000 sec): 2 clusters
  Score: Raw -197496.671456 + Penalty 1211.955251 = -196284.716205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77604.860000 sec): 3 clusters
  Score: Raw -196878.304207 + Penalty 2423.910501 = -194454.393706
  nChanged 621
		SP:Iteration 1F (77605.000000 sec): 3 clusters
  Score: Raw -197647.280798 + Penalty 2423.910501 = -195223.370297
  nChanged 207
		SP:Iteration 2F (77605.180000 sec): 3 clusters
  Score: Raw -198184.755236 + Penalty 2423.910501 = -195760.844735
  nChanged 199
		SP:Iteration 3F (77605.380000 sec): 3 clusters
  Score: Raw -198542.485362 + Penalty 2423.910501 = -196118.574861
  nChanged 130
		SP:Iteration 4F (77605.520000 sec): 3 clusters
  Score: Raw -198726.582954 + Penalty 2423.910501 = -196302.672452
  nChanged 55
		SP:Iteration 5Q (77605.700000 sec): 3 clusters
  Score: Raw -198785.714520 + Penalty 2423.910501 = -196361.804019
  nChanged 25
		SP:Iteration 6Q (77605.890000 sec): 3 clusters
  Score: Raw -198810.692693 + Penalty 2423.910501 = -196386.782192
  nChanged 12
		SP:Iteration 7Q (77606.020000 sec): 3 clusters
  Score: Raw -198824.649944 + Penalty 2423.910501 = -196400.739443
  nChanged 9
		SP:Iteration 8Q (77606.170000 sec): 3 clusters
  Score: Raw -198835.118858 + Penalty 2423.910501 = -196411.208357
  nChanged 10
		SP:Iteration 9Q (77606.360000 sec): 3 clusters
  Score: Raw -198853.191966 + Penalty 2423.910501 = -196429.281465
  nChanged 12
		SP:Iteration 10Q (77606.540000 sec): 3 clusters
  Score: Raw -198865.841991 + Penalty 2423.910501 = -196441.931490
  nChanged 7
		SP:Iteration 11Q (77606.720000 sec): 3 clusters
  Score: Raw -198879.648991 + Penalty 2423.910501 = -196455.738490
  nChanged 10
		SP:Iteration 12Q (77606.890000 sec): 3 clusters
  Score: Raw -198897.014957 + Penalty 2423.910501 = -196473.104456
  nChanged 12
		SP:Iteration 13Q (77607.080000 sec): 3 clusters
  Score: Raw -198920.312659 + Penalty 2423.910501 = -196496.402158
  nChanged 16
		SP:Iteration 14Q (77607.220000 sec): 3 clusters
  Score: Raw -198945.414438 + Penalty 2423.910501 = -196521.503937
  nChanged 15
		SP:Iteration 15Q (77607.370000 sec): 3 clusters
  Score: Raw -198969.527331 + Penalty 2423.910501 = -196545.616830
  nChanged 17
		SP:Iteration 16Q (77607.560000 sec): 3 clusters
  Score: Raw -199003.568944 + Penalty 2423.910501 = -196579.658443
  nChanged 17
		SP:Iteration 17Q (77607.730000 sec): 3 clusters
  Score: Raw -199036.182007 + Penalty 2423.910501 = -196612.271506
  nChanged 15
		SP:Iteration 18Q (77607.910000 sec): 3 clusters
  Score: Raw -199059.013402 + Penalty 2423.910501 = -196635.102901
  nChanged 13
		SP:Iteration 19Q (77608.080000 sec): 3 clusters
  Score: Raw -199074.281551 + Penalty 2423.910501 = -196650.371050
  nChanged 8
		SP:Iteration 20F (77608.260000 sec): 3 clusters
  Score: Raw -199079.848350 + Penalty 2423.910501 = -196655.937849
  nChanged 3
		SP:Iteration 21Q (77608.460000 sec): 3 clusters
  Score: Raw -199082.191868 + Penalty 2423.910501 = -196658.281367
  nChanged 5
		SP:Iteration 22Q (77608.610000 sec): 3 clusters
  Score: Raw -199088.324932 + Penalty 2423.910501 = -196664.414430
  nChanged 5
		SP:Iteration 23Q (77608.790000 sec): 3 clusters
  Score: Raw -199093.532055 + Penalty 2423.910501 = -196669.621554
  nChanged 7
		SP:Iteration 24Q (77609.020000 sec): 3 clusters
  Score: Raw -199099.197400 + Penalty 2423.910501 = -196675.286898
  nChanged 1
		SP:Iteration 25Q (77609.150000 sec): 3 clusters
  Score: Raw -199099.509903 + Penalty 2423.910501 = -196675.599402
  nChanged 1
		SP:Iteration 26Q (77609.370000 sec): 3 clusters
  Score: Raw -199099.762756 + Penalty 2423.910501 = -196675.852255
  nChanged 0
		SP:Iteration 27F (77609.550000 sec): 3 clusters
  Score: Raw -199099.762756 + Penalty 2423.910501 = -196675.852255
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 38 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77609.620000 sec): 2 clusters
  Score: Raw -12188.383953 + Penalty 911.539167 = -11276.844786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77609.790000 sec): 3 clusters
  Score: Raw -12462.919256 + Penalty 1823.078333 = -10639.840922
  nChanged 68
		SP:Iteration 1F (77609.930000 sec): 3 clusters
  Score: Raw -12694.382923 + Penalty 1823.078333 = -10871.304590
  nChanged 17
		SP:Iteration 2F (77610.100000 sec): 3 clusters
  Score: Raw -12785.378801 + Penalty 1823.078333 = -10962.300468
  nChanged 8
		SP:Iteration 3Q (77610.280000 sec): 3 clusters
  Score: Raw -12835.370306 + Penalty 1823.078333 = -11012.291972
  nChanged 4
		SP:Iteration 4Q (77610.470000 sec): 3 clusters
  Score: Raw -12859.873688 + Penalty 1823.078333 = -11036.795355
  nChanged 2
		SP:Iteration 5Q (77610.620000 sec): 3 clusters
  Score: Raw -12893.239266 + Penalty 1823.078333 = -11070.160932
  nChanged 4
		SP:Iteration 6Q (77610.810000 sec): 3 clusters
  Score: Raw -12911.661433 + Penalty 1823.078333 = -11088.583099
  nChanged 2
		SP:Iteration 7Q (77610.940000 sec): 3 clusters
  Score: Raw -12916.475935 + Penalty 1823.078333 = -11093.397601
  nChanged 1
		SP:Iteration 8Q (77611.130000 sec): 3 clusters
  Score: Raw -12917.795487 + Penalty 1823.078333 = -11094.717154
  nChanged 1
		SP:Iteration 9Q (77611.300000 sec): 3 clusters
  Score: Raw -12922.879960 + Penalty 1823.078333 = -11099.801627
  nChanged 1
		SP:Iteration 10Q (77611.490000 sec): 3 clusters
  Score: Raw -12937.774848 + Penalty 1823.078333 = -11114.696514
  nChanged 1
		SP:Iteration 11Q (77611.640000 sec): 3 clusters
  Score: Raw -12948.838353 + Penalty 1823.078333 = -11125.760019
  nChanged 0
		SP:Iteration 12F (77611.800000 sec): 3 clusters
  Score: Raw -12952.914166 + Penalty 1823.078333 = -11129.835833
  nChanged 1
		SP:Iteration 13Q (77611.960000 sec): 3 clusters
  Score: Raw -12959.492499 + Penalty 1823.078333 = -11136.414165
  nChanged 1
		SP:Iteration 14Q (77612.080000 sec): 3 clusters
  Score: Raw -12964.903998 + Penalty 1823.078333 = -11141.825665
  nChanged 1
		SP:Iteration 15Q (77612.270000 sec): 3 clusters
  Score: Raw -12967.466247 + Penalty 1823.078333 = -11144.387913
  nChanged 1
		SP:Iteration 16Q (77612.440000 sec): 3 clusters
  Score: Raw -12974.722340 + Penalty 1823.078333 = -11151.644006
  nChanged 1
		SP:Iteration 17Q (77612.600000 sec): 3 clusters
  Score: Raw -12978.286589 + Penalty 1823.078333 = -11155.208256
  nChanged 0
		SP:Iteration 18F (77612.800000 sec): 3 clusters
  Score: Raw -12978.286589 + Penalty 1823.078333 = -11155.208256
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77612.860000 sec): 2 clusters
  Score: Raw -21519.295482 + Penalty 871.209977 = -20648.085505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77613.040000 sec): 3 clusters
  Score: Raw -21608.360415 + Penalty 1742.419954 = -19865.940461
  nChanged 30
		SP:Iteration 1F (77613.220000 sec): 3 clusters
  Score: Raw -21699.604163 + Penalty 1742.419954 = -19957.184209
  nChanged 10
		SP:Iteration 2Q (77613.390000 sec): 3 clusters
  Score: Raw -21741.191597 + Penalty 1742.419954 = -19998.771643
  nChanged 7
		SP:Iteration 3Q (77613.570000 sec): 3 clusters
  Score: Raw -21790.795872 + Penalty 1742.419954 = -20048.375918
  nChanged 5
		SP:Iteration 4Q (77613.740000 sec): 3 clusters
  Score: Raw -21820.497575 + Penalty 1742.419954 = -20078.077621
  nChanged 2
		SP:Iteration 5Q (77613.930000 sec): 3 clusters
  Score: Raw -21831.449254 + Penalty 1742.419954 = -20089.029300
  nChanged 1
		SP:Iteration 6Q (77614.120000 sec): 3 clusters
  Score: Raw -21839.312329 + Penalty 1742.419954 = -20096.892375
  nChanged 0
		SP:Iteration 7F (77614.290000 sec): 3 clusters
  Score: Raw -21839.312329 + Penalty 1742.419954 = -20096.892375
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77614.370000 sec): 2 clusters
  Score: Raw -21157.160317 + Penalty 841.124332 = -20316.035986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77614.530000 sec): 3 clusters
  Score: Raw -21306.995614 + Penalty 1682.248663 = -19624.746951
  nChanged 19
		SP:Iteration 1F (77614.690000 sec): 3 clusters
  Score: Raw -21367.823428 + Penalty 1682.248663 = -19685.574765
  nChanged 9
		SP:Iteration 2F (77614.870000 sec): 3 clusters
  Score: Raw -21415.643412 + Penalty 1682.248663 = -19733.394749
  nChanged 12
		SP:Iteration 3F (77615.050000 sec): 3 clusters
  Score: Raw -21486.173407 + Penalty 1682.248663 = -19803.924744
  nChanged 7
		SP:Iteration 4Q (77615.230000 sec): 3 clusters
  Score: Raw -21518.966111 + Penalty 1682.248663 = -19836.717448
  nChanged 1
		SP:Iteration 5Q (77615.460000 sec): 3 clusters
  Score: Raw -21569.300071 + Penalty 1682.248663 = -19887.051408
  nChanged 3
		SP:Iteration 6Q (77615.610000 sec): 3 clusters
  Score: Raw -21583.471948 + Penalty 1682.248663 = -19901.223285
  nChanged 1
		SP:Iteration 7Q (77615.770000 sec): 3 clusters
  Score: Raw -21585.382568 + Penalty 1682.248663 = -19903.133905
  nChanged 0
		SP:Iteration 8F (77615.950000 sec): 3 clusters
  Score: Raw -21585.382568 + Penalty 1682.248663 = -19903.133905
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (4804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77616.070000 sec): 2 clusters
  Score: Raw -542051.228143 + Penalty 1377.545680 = -540673.682463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77616.280000 sec): 3 clusters
  Score: Raw -539566.128581 + Penalty 2755.091360 = -536811.037222
  nChanged 1980
		SP:Iteration 1F (77616.490000 sec): 3 clusters
  Score: Raw -540665.657788 + Penalty 2755.091360 = -537910.566429
  nChanged 357
		SP:Iteration 2F (77616.650000 sec): 3 clusters
  Score: Raw -540884.210142 + Penalty 2755.091360 = -538129.118782
  nChanged 290
		SP:Iteration 3F (77616.860000 sec): 3 clusters
  Score: Raw -541060.486004 + Penalty 2755.091360 = -538305.394644
  nChanged 270
		SP:Iteration 4F (77617.040000 sec): 3 clusters
  Score: Raw -541239.543500 + Penalty 2755.091360 = -538484.452140
  nChanged 204
		SP:Iteration 5Q (77617.260000 sec): 3 clusters
  Score: Raw -541374.572589 + Penalty 2755.091360 = -538619.481229
  nChanged 197
		SP:Iteration 6Q (77617.460000 sec): 3 clusters
  Score: Raw -541490.019850 + Penalty 2755.091360 = -538734.928490
  nChanged 172
		SP:Iteration 7Q (77617.640000 sec): 3 clusters
  Score: Raw -541593.909714 + Penalty 2755.091360 = -538838.818354
  nChanged 157
		SP:Iteration 8Q (77617.810000 sec): 3 clusters
  Score: Raw -541688.931393 + Penalty 2755.091360 = -538933.840033
  nChanged 149
		SP:Iteration 9Q (77618.000000 sec): 3 clusters
  Score: Raw -541783.707675 + Penalty 2755.091360 = -539028.616315
  nChanged 147
		SP:Iteration 10Q (77618.180000 sec): 3 clusters
  Score: Raw -541877.298161 + Penalty 2755.091360 = -539122.206802
  nChanged 138
		SP:Iteration 11Q (77618.330000 sec): 3 clusters
  Score: Raw -541966.086951 + Penalty 2755.091360 = -539210.995591
  nChanged 139
		SP:Iteration 12Q (77618.530000 sec): 3 clusters
  Score: Raw -542064.626990 + Penalty 2755.091360 = -539309.535630
  nChanged 132
		SP:Iteration 13Q (77618.770000 sec): 3 clusters
  Score: Raw -542156.955371 + Penalty 2755.091360 = -539401.864012
  nChanged 127
		SP:Iteration 14Q (77618.970000 sec): 3 clusters
  Score: Raw -542246.498298 + Penalty 2755.091360 = -539491.406939
  nChanged 120
		SP:Iteration 15Q (77619.140000 sec): 3 clusters
  Score: Raw -542330.390551 + Penalty 2755.091360 = -539575.299192
  nChanged 103
		SP:Iteration 16Q (77619.330000 sec): 3 clusters
  Score: Raw -542399.738536 + Penalty 2755.091360 = -539644.647176
  nChanged 68
		SP:Iteration 17Q (77619.550000 sec): 3 clusters
  Score: Raw -542439.261892 + Penalty 2755.091360 = -539684.170533
  nChanged 55
		SP:Iteration 18Q (77619.730000 sec): 3 clusters
  Score: Raw -542464.693162 + Penalty 2755.091360 = -539709.601802
  nChanged 49
		SP:Iteration 19Q (77619.940000 sec): 3 clusters
  Score: Raw -542486.142270 + Penalty 2755.091360 = -539731.050911
  nChanged 41
		SP:Iteration 20F (77620.130000 sec): 3 clusters
  Score: Raw -542502.888481 + Penalty 2755.091360 = -539747.797121
  nChanged 38
		SP:Iteration 21Q (77620.250000 sec): 3 clusters
  Score: Raw -542518.378545 + Penalty 2755.091360 = -539763.287185
  nChanged 32
		SP:Iteration 22Q (77620.430000 sec): 3 clusters
  Score: Raw -542534.994154 + Penalty 2755.091360 = -539779.902795
  nChanged 30
		SP:Iteration 23Q (77620.580000 sec): 3 clusters
  Score: Raw -542555.373768 + Penalty 2755.091360 = -539800.282409
  nChanged 48
		SP:Iteration 24Q (77620.790000 sec): 3 clusters
  Score: Raw -542587.125956 + Penalty 2755.091360 = -539832.034597
  nChanged 42
		SP:Iteration 25Q (77620.990000 sec): 3 clusters
  Score: Raw -542612.560329 + Penalty 2755.091360 = -539857.468970
  nChanged 43
		SP:Iteration 26Q (77621.160000 sec): 3 clusters
  Score: Raw -542636.838305 + Penalty 2755.091360 = -539881.746945
  nChanged 43
		SP:Iteration 27Q (77621.380000 sec): 3 clusters
  Score: Raw -542661.592938 + Penalty 2755.091360 = -539906.501579
  nChanged 46
		SP:Iteration 28Q (77621.550000 sec): 3 clusters
  Score: Raw -542691.595437 + Penalty 2755.091360 = -539936.504077
  nChanged 49
		SP:Iteration 29Q (77621.750000 sec): 3 clusters
  Score: Raw -542710.914061 + Penalty 2755.091360 = -539955.822702
  nChanged 39
		SP:Iteration 30Q (77621.930000 sec): 3 clusters
  Score: Raw -542732.131996 + Penalty 2755.091360 = -539977.040637
  nChanged 42
		SP:Iteration 31Q (77622.110000 sec): 3 clusters
  Score: Raw -542756.550409 + Penalty 2755.091360 = -540001.459049
  nChanged 45
		SP:Iteration 32Q (77622.290000 sec): 3 clusters
  Score: Raw -542783.271701 + Penalty 2755.091360 = -540028.180342
  nChanged 43
		SP:Iteration 33Q (77622.470000 sec): 3 clusters
  Score: Raw -542802.429237 + Penalty 2755.091360 = -540047.337877
  nChanged 34
		SP:Iteration 34Q (77622.670000 sec): 3 clusters
  Score: Raw -542818.053573 + Penalty 2755.091360 = -540062.962213
  nChanged 47
		SP:Iteration 35Q (77622.870000 sec): 3 clusters
  Score: Raw -542845.259105 + Penalty 2755.091360 = -540090.167745
  nChanged 52
		SP:Iteration 36Q (77623.050000 sec): 3 clusters
  Score: Raw -542877.429197 + Penalty 2755.091360 = -540122.337837
  nChanged 57
		SP:Iteration 37Q (77623.210000 sec): 3 clusters
  Score: Raw -542918.284906 + Penalty 2755.091360 = -540163.193546
  nChanged 61
		SP:Iteration 38Q (77623.430000 sec): 3 clusters
  Score: Raw -542960.314958 + Penalty 2755.091360 = -540205.223598
  nChanged 59
		SP:Iteration 39Q (77623.580000 sec): 3 clusters
  Score: Raw -542995.408692 + Penalty 2755.091360 = -540240.317333
  nChanged 53
		SP:Iteration 40F (77623.780000 sec): 3 clusters
  Score: Raw -543018.935528 + Penalty 2755.091360 = -540263.844168
  nChanged 49
		SP:Iteration 41Q (77623.970000 sec): 3 clusters
  Score: Raw -543048.655538 + Penalty 2755.091360 = -540293.564178
  nChanged 50
		SP:Iteration 42Q (77624.130000 sec): 3 clusters
  Score: Raw -543072.964938 + Penalty 2755.091360 = -540317.873578
  nChanged 43
		SP:Iteration 43Q (77624.300000 sec): 3 clusters
  Score: Raw -543088.669411 + Penalty 2755.091360 = -540333.578051
  nChanged 25
		SP:Iteration 44Q (77624.480000 sec): 3 clusters
  Score: Raw -543096.881500 + Penalty 2755.091360 = -540341.790141
  nChanged 22
		SP:Iteration 45Q (77624.670000 sec): 3 clusters
  Score: Raw -543102.671398 + Penalty 2755.091360 = -540347.580039
  nChanged 20
		SP:Iteration 46Q (77624.850000 sec): 3 clusters
  Score: Raw -543109.173855 + Penalty 2755.091360 = -540354.082495
  nChanged 17
		SP:Iteration 47Q (77625.030000 sec): 3 clusters
  Score: Raw -543113.594422 + Penalty 2755.091360 = -540358.503062
  nChanged 19
		SP:Iteration 48Q (77625.220000 sec): 3 clusters
  Score: Raw -543120.067967 + Penalty 2755.091360 = -540364.976608
  nChanged 22
		SP:Iteration 49Q (77625.410000 sec): 3 clusters
  Score: Raw -543128.751450 + Penalty 2755.091360 = -540373.660090
  nChanged 25
		SP:Iteration 50Q (77625.560000 sec): 3 clusters
  Score: Raw -543139.415747 + Penalty 2755.091360 = -540384.324387
  nChanged 25
		SP:Iteration 51Q (77625.750000 sec): 3 clusters
  Score: Raw -543151.252560 + Penalty 2755.091360 = -540396.161200
  nChanged 28
		SP:Iteration 52Q (77625.950000 sec): 3 clusters
  Score: Raw -543168.043252 + Penalty 2755.091360 = -540412.951893
  nChanged 36
		SP:Iteration 53Q (77626.120000 sec): 3 clusters
  Score: Raw -543193.264323 + Penalty 2755.091360 = -540438.172963
  nChanged 33
		SP:Iteration 54Q (77626.300000 sec): 3 clusters
  Score: Raw -543210.972043 + Penalty 2755.091360 = -540455.880683
  nChanged 29
		SP:Iteration 55Q (77626.460000 sec): 3 clusters
  Score: Raw -543226.883105 + Penalty 2755.091360 = -540471.791746
  nChanged 32
		SP:Iteration 56Q (77626.610000 sec): 3 clusters
  Score: Raw -543243.017352 + Penalty 2755.091360 = -540487.925992
  nChanged 23
		SP:Iteration 57Q (77626.730000 sec): 3 clusters
  Score: Raw -543254.564250 + Penalty 2755.091360 = -540499.472891
  nChanged 22
		SP:Iteration 58Q (77626.910000 sec): 3 clusters
  Score: Raw -543264.126356 + Penalty 2755.091360 = -540509.034996
  nChanged 17
		SP:Iteration 59Q (77627.110000 sec): 3 clusters
  Score: Raw -543270.843052 + Penalty 2755.091360 = -540515.751693
  nChanged 19
		SP:Iteration 60F (77627.300000 sec): 3 clusters
  Score: Raw -543278.953215 + Penalty 2755.091360 = -540523.861855
  nChanged 18
		SP:Iteration 61Q (77627.510000 sec): 3 clusters
  Score: Raw -543283.908124 + Penalty 2755.091360 = -540528.816765
  nChanged 12
		SP:Iteration 62Q (77627.670000 sec): 3 clusters
  Score: Raw -543287.180679 + Penalty 2755.091360 = -540532.089320
  nChanged 12
		SP:Iteration 63Q (77627.850000 sec): 3 clusters
  Score: Raw -543288.954610 + Penalty 2755.091360 = -540533.863250
  nChanged 4
		SP:Iteration 64Q (77628.060000 sec): 3 clusters
  Score: Raw -543289.856759 + Penalty 2755.091360 = -540534.765400
  nChanged 4
		SP:Iteration 65Q (77628.280000 sec): 3 clusters
  Score: Raw -543290.527948 + Penalty 2755.091360 = -540535.436589
  nChanged 2
		SP:Iteration 66Q (77628.420000 sec): 3 clusters
  Score: Raw -543290.876877 + Penalty 2755.091360 = -540535.785517
  nChanged 7
		SP:Iteration 67Q (77628.590000 sec): 3 clusters
  Score: Raw -543292.157823 + Penalty 2755.091360 = -540537.066463
  nChanged 7
		SP:Iteration 68Q (77628.790000 sec): 3 clusters
  Score: Raw -543294.019844 + Penalty 2755.091360 = -540538.928485
  nChanged 6
		SP:Iteration 69Q (77629.010000 sec): 3 clusters
  Score: Raw -543295.575087 + Penalty 2755.091360 = -540540.483728
  nChanged 4
		SP:Iteration 70Q (77629.170000 sec): 3 clusters
  Score: Raw -543296.774177 + Penalty 2755.091360 = -540541.682818
  nChanged 5
		SP:Iteration 71Q (77629.330000 sec): 3 clusters
  Score: Raw -543297.943301 + Penalty 2755.091360 = -540542.851941
  nChanged 5
		SP:Iteration 72Q (77629.520000 sec): 3 clusters
  Score: Raw -543298.620905 + Penalty 2755.091360 = -540543.529546
  nChanged 1
		SP:Iteration 73Q (77629.740000 sec): 3 clusters
  Score: Raw -543298.868149 + Penalty 2755.091360 = -540543.776789
  nChanged 3
		SP:Iteration 74Q (77629.920000 sec): 3 clusters
  Score: Raw -543299.447233 + Penalty 2755.091360 = -540544.355874
  nChanged 1
		SP:Iteration 75Q (77630.130000 sec): 3 clusters
  Score: Raw -543299.573446 + Penalty 2755.091360 = -540544.482087
  nChanged 1
		SP:Iteration 76Q (77630.330000 sec): 3 clusters
  Score: Raw -543299.766660 + Penalty 2755.091360 = -540544.675301
  nChanged 1
		SP:Iteration 77Q (77630.530000 sec): 3 clusters
  Score: Raw -543299.803383 + Penalty 2755.091360 = -540544.712023
  nChanged 0
		SP:Iteration 78F (77630.740000 sec): 3 clusters
  Score: Raw -543299.803383 + Penalty 2755.091360 = -540544.712023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 42 (50430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77631.060000 sec): 2 clusters
  Score: Raw -6250781.129509 + Penalty 1759.605496 = -6249021.524013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77631.470000 sec): 3 clusters
  Score: Raw -6218643.396368 + Penalty 3519.210992 = -6215124.185376
  nChanged 23757
		SP:Iteration 1F (77631.890000 sec): 3 clusters
  Score: Raw -6232101.147157 + Penalty 3519.210992 = -6228581.936165
  nChanged 1783
		SP:Iteration 2Q (77632.300000 sec): 3 clusters
  Score: Raw -6232510.161245 + Penalty 3519.210992 = -6228990.950252
  nChanged 1704
		SP:Iteration 3Q (77632.730000 sec): 3 clusters
  Score: Raw -6232918.125252 + Penalty 3519.210992 = -6229398.914260
  nChanged 1678
		SP:Iteration 4Q (77633.130000 sec): 3 clusters
  Score: Raw -6233354.821237 + Penalty 3519.210992 = -6229835.610245
  nChanged 1804
		SP:Iteration 5Q (77633.530000 sec): 3 clusters
  Score: Raw -6233897.353925 + Penalty 3519.210992 = -6230378.142933
  nChanged 2020
		SP:Iteration 6Q (77633.970000 sec): 3 clusters
  Score: Raw -6234639.582011 + Penalty 3519.210992 = -6231120.371019
  nChanged 2342
		SP:Iteration 7Q (77634.400000 sec): 3 clusters
  Score: Raw -6235714.239770 + Penalty 3519.210992 = -6232195.028778
  nChanged 2802
		SP:Iteration 8F (77634.760000 sec): 3 clusters
  Score: Raw -6237377.614867 + Penalty 3519.210992 = -6233858.403875
  nChanged 3317
		SP:Iteration 9F (77635.150000 sec): 3 clusters
  Score: Raw -6239802.410027 + Penalty 3519.210992 = -6236283.199035
  nChanged 3614
		SP:Iteration 10F (77635.550000 sec): 3 clusters
  Score: Raw -6242857.026464 + Penalty 3519.210992 = -6239337.815471
  nChanged 3288
		SP:Iteration 11F (77635.990000 sec): 3 clusters
  Score: Raw -6245917.574551 + Penalty 3519.210992 = -6242398.363558
  nChanged 2559
		SP:Iteration 12F (77636.380000 sec): 3 clusters
  Score: Raw -6248374.901791 + Penalty 3519.210992 = -6244855.690798
  nChanged 1521
		SP:Iteration 13Q (77636.770000 sec): 3 clusters
  Score: Raw -6249793.759921 + Penalty 3519.210992 = -6246274.548929
  nChanged 708
		SP:Iteration 14Q (77637.160000 sec): 3 clusters
  Score: Raw -6250462.291468 + Penalty 3519.210992 = -6246943.080476
  nChanged 276
		SP:Iteration 15Q (77637.560000 sec): 3 clusters
  Score: Raw -6250730.608465 + Penalty 3519.210992 = -6247211.397473
  nChanged 87
		SP:Iteration 16Q (77637.950000 sec): 3 clusters
  Score: Raw -6250835.944413 + Penalty 3519.210992 = -6247316.733420
  nChanged 41
		SP:Iteration 17Q (77638.280000 sec): 3 clusters
  Score: Raw -6250882.368811 + Penalty 3519.210992 = -6247363.157818
  nChanged 21
		SP:Iteration 18Q (77638.610000 sec): 3 clusters
  Score: Raw -6250923.234139 + Penalty 3519.210992 = -6247404.023146
  nChanged 19
		SP:Iteration 19Q (77638.970000 sec): 3 clusters
  Score: Raw -6250955.604538 + Penalty 3519.210992 = -6247436.393546
  nChanged 7
		SP:Iteration 20F (77639.330000 sec): 3 clusters
  Score: Raw -6250970.633940 + Penalty 3519.210992 = -6247451.422948
  nChanged 10
		SP:Iteration 21Q (77639.660000 sec): 3 clusters
  Score: Raw -6250984.363316 + Penalty 3519.210992 = -6247465.152324
  nChanged 3
		SP:Iteration 22Q (77639.950000 sec): 3 clusters
  Score: Raw -6250987.779817 + Penalty 3519.210992 = -6247468.568825
  nChanged 3
		SP:Iteration 23Q (77640.330000 sec): 3 clusters
  Score: Raw -6250990.325703 + Penalty 3519.210992 = -6247471.114710
  nChanged 1
		SP:Iteration 24Q (77640.640000 sec): 3 clusters
  Score: Raw -6250991.377679 + Penalty 3519.210992 = -6247472.166687
  nChanged 1
		SP:Iteration 25Q (77640.990000 sec): 3 clusters
  Score: Raw -6250993.213466 + Penalty 3519.210992 = -6247474.002473
  nChanged 0
		SP:Iteration 26F (77641.350000 sec): 3 clusters
  Score: Raw -6250993.213466 + Penalty 3519.210992 = -6247474.002473
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77641.460000 sec): 2 clusters
  Score: Raw -192140.326478 + Penalty 1205.551893 = -190934.774585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77641.660000 sec): 3 clusters
  Score: Raw -191462.049787 + Penalty 2411.103787 = -189050.946000
  nChanged 580
		SP:Iteration 1F (77641.820000 sec): 3 clusters
  Score: Raw -191868.545442 + Penalty 2411.103787 = -189457.441656
  nChanged 138
		SP:Iteration 2F (77641.980000 sec): 3 clusters
  Score: Raw -191993.008900 + Penalty 2411.103787 = -189581.905113
  nChanged 85
		SP:Iteration 3F (77642.180000 sec): 3 clusters
  Score: Raw -192067.703242 + Penalty 2411.103787 = -189656.599455
  nChanged 61
		SP:Iteration 4Q (77642.350000 sec): 3 clusters
  Score: Raw -192138.179312 + Penalty 2411.103787 = -189727.075525
  nChanged 51
		SP:Iteration 5Q (77642.590000 sec): 3 clusters
  Score: Raw -192193.696663 + Penalty 2411.103787 = -189782.592877
  nChanged 45
		SP:Iteration 6Q (77642.760000 sec): 3 clusters
  Score: Raw -192245.220463 + Penalty 2411.103787 = -189834.116676
  nChanged 46
		SP:Iteration 7Q (77642.900000 sec): 3 clusters
  Score: Raw -192286.078249 + Penalty 2411.103787 = -189874.974462
  nChanged 44
		SP:Iteration 8Q (77643.120000 sec): 3 clusters
  Score: Raw -192330.331966 + Penalty 2411.103787 = -189919.228179
  nChanged 51
		SP:Iteration 9Q (77643.260000 sec): 3 clusters
  Score: Raw -192374.575775 + Penalty 2411.103787 = -189963.471988
  nChanged 56
		SP:Iteration 10Q (77643.430000 sec): 3 clusters
  Score: Raw -192428.101806 + Penalty 2411.103787 = -190016.998019
  nChanged 59
		SP:Iteration 11Q (77643.610000 sec): 3 clusters
  Score: Raw -192484.269187 + Penalty 2411.103787 = -190073.165400
  nChanged 50
		SP:Iteration 12Q (77643.780000 sec): 3 clusters
  Score: Raw -192534.357112 + Penalty 2411.103787 = -190123.253325
  nChanged 39
		SP:Iteration 13Q (77643.980000 sec): 3 clusters
  Score: Raw -192571.903083 + Penalty 2411.103787 = -190160.799297
  nChanged 37
		SP:Iteration 14Q (77644.170000 sec): 3 clusters
  Score: Raw -192612.474086 + Penalty 2411.103787 = -190201.370299
  nChanged 36
		SP:Iteration 15Q (77644.320000 sec): 3 clusters
  Score: Raw -192651.120820 + Penalty 2411.103787 = -190240.017033
  nChanged 29
		SP:Iteration 16Q (77644.520000 sec): 3 clusters
  Score: Raw -192677.288542 + Penalty 2411.103787 = -190266.184755
  nChanged 14
		SP:Iteration 17Q (77644.690000 sec): 3 clusters
  Score: Raw -192690.188715 + Penalty 2411.103787 = -190279.084928
  nChanged 15
		SP:Iteration 18Q (77644.830000 sec): 3 clusters
  Score: Raw -192699.003579 + Penalty 2411.103787 = -190287.899792
  nChanged 7
		SP:Iteration 19Q (77645.040000 sec): 3 clusters
  Score: Raw -192703.569924 + Penalty 2411.103787 = -190292.466137
  nChanged 8
		SP:Iteration 20F (77645.200000 sec): 3 clusters
  Score: Raw -192716.010194 + Penalty 2411.103787 = -190304.906407
  nChanged 8
		SP:Iteration 21Q (77645.350000 sec): 3 clusters
  Score: Raw -192722.730477 + Penalty 2411.103787 = -190311.626690
  nChanged 5
		SP:Iteration 22Q (77645.540000 sec): 3 clusters
  Score: Raw -192725.652921 + Penalty 2411.103787 = -190314.549134
  nChanged 4
		SP:Iteration 23Q (77645.680000 sec): 3 clusters
  Score: Raw -192728.868329 + Penalty 2411.103787 = -190317.764542
  nChanged 5
		SP:Iteration 24Q (77645.880000 sec): 3 clusters
  Score: Raw -192730.660343 + Penalty 2411.103787 = -190319.556556
  nChanged 1
		SP:Iteration 25Q (77646.020000 sec): 3 clusters
  Score: Raw -192731.148146 + Penalty 2411.103787 = -190320.044359
  nChanged 0
		SP:Iteration 26F (77646.170000 sec): 3 clusters
  Score: Raw -192731.148146 + Penalty 2411.103787 = -190320.044359
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (20155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77646.350000 sec): 2 clusters
  Score: Raw -2295600.190192 + Penalty 1610.571247 = -2293989.618945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77646.620000 sec): 3 clusters
  Score: Raw -2283533.332270 + Penalty 3221.142495 = -2280312.189775
  nChanged 9138
		SP:Iteration 1F (77646.880000 sec): 3 clusters
  Score: Raw -2289225.101949 + Penalty 3221.142495 = -2286003.959454
  nChanged 1393
		SP:Iteration 2F (77647.170000 sec): 3 clusters
  Score: Raw -2290037.511166 + Penalty 3221.142495 = -2286816.368671
  nChanged 1340
		SP:Iteration 3F (77647.400000 sec): 3 clusters
  Score: Raw -2290835.868592 + Penalty 3221.142495 = -2287614.726098
  nChanged 1320
		SP:Iteration 4F (77647.710000 sec): 3 clusters
  Score: Raw -2291650.513947 + Penalty 3221.142495 = -2288429.371452
  nChanged 1231
		SP:Iteration 5F (77647.940000 sec): 3 clusters
  Score: Raw -2292443.697149 + Penalty 3221.142495 = -2289222.554654
  nChanged 1069
		SP:Iteration 6F (77648.180000 sec): 3 clusters
  Score: Raw -2293205.394927 + Penalty 3221.142495 = -2289984.252433
  nChanged 953
		SP:Iteration 7Q (77648.500000 sec): 3 clusters
  Score: Raw -2293843.145510 + Penalty 3221.142495 = -2290622.003015
  nChanged 782
		SP:Iteration 8Q (77648.740000 sec): 3 clusters
  Score: Raw -2294263.490599 + Penalty 3221.142495 = -2291042.348105
  nChanged 615
		SP:Iteration 9Q (77649.000000 sec): 3 clusters
  Score: Raw -2294509.284717 + Penalty 3221.142495 = -2291288.142222
  nChanged 471
		SP:Iteration 10Q (77649.310000 sec): 3 clusters
  Score: Raw -2294648.062116 + Penalty 3221.142495 = -2291426.919621
  nChanged 343
		SP:Iteration 11Q (77649.610000 sec): 3 clusters
  Score: Raw -2294732.768282 + Penalty 3221.142495 = -2291511.625787
  nChanged 246
		SP:Iteration 12Q (77649.840000 sec): 3 clusters
  Score: Raw -2294788.693777 + Penalty 3221.142495 = -2291567.551282
  nChanged 210
		SP:Iteration 13Q (77650.130000 sec): 3 clusters
  Score: Raw -2294838.197790 + Penalty 3221.142495 = -2291617.055296
  nChanged 178
		SP:Iteration 14Q (77650.360000 sec): 3 clusters
  Score: Raw -2294879.042165 + Penalty 3221.142495 = -2291657.899671
  nChanged 165
		SP:Iteration 15Q (77650.660000 sec): 3 clusters
  Score: Raw -2294919.651303 + Penalty 3221.142495 = -2291698.508809
  nChanged 164
		SP:Iteration 16Q (77650.890000 sec): 3 clusters
  Score: Raw -2294952.889969 + Penalty 3221.142495 = -2291731.747474
  nChanged 139
		SP:Iteration 17Q (77651.150000 sec): 3 clusters
  Score: Raw -2294981.613602 + Penalty 3221.142495 = -2291760.471108
  nChanged 164
		SP:Iteration 18Q (77651.440000 sec): 3 clusters
  Score: Raw -2295023.861437 + Penalty 3221.142495 = -2291802.718943
  nChanged 164
		SP:Iteration 19Q (77651.720000 sec): 3 clusters
  Score: Raw -2295077.246222 + Penalty 3221.142495 = -2291856.103728
  nChanged 186
		SP:Iteration 20F (77651.960000 sec): 3 clusters
  Score: Raw -2295145.566918 + Penalty 3221.142495 = -2291924.424423
  nChanged 223
		SP:Iteration 21Q (77652.180000 sec): 3 clusters
  Score: Raw -2295233.134157 + Penalty 3221.142495 = -2292011.991663
  nChanged 236
		SP:Iteration 22Q (77652.430000 sec): 3 clusters
  Score: Raw -2295314.681580 + Penalty 3221.142495 = -2292093.539086
  nChanged 209
		SP:Iteration 23Q (77652.660000 sec): 3 clusters
  Score: Raw -2295376.273896 + Penalty 3221.142495 = -2292155.131401
  nChanged 187
		SP:Iteration 24Q (77652.970000 sec): 3 clusters
  Score: Raw -2295430.680165 + Penalty 3221.142495 = -2292209.537670
  nChanged 177
		SP:Iteration 25Q (77653.200000 sec): 3 clusters
  Score: Raw -2295491.713869 + Penalty 3221.142495 = -2292270.571375
  nChanged 197
		SP:Iteration 26Q (77653.490000 sec): 3 clusters
  Score: Raw -2295554.517725 + Penalty 3221.142495 = -2292333.375231
  nChanged 191
		SP:Iteration 27Q (77653.710000 sec): 3 clusters
  Score: Raw -2295612.284839 + Penalty 3221.142495 = -2292391.142344
  nChanged 177
		SP:Iteration 28Q (77653.970000 sec): 3 clusters
  Score: Raw -2295660.310454 + Penalty 3221.142495 = -2292439.167960
  nChanged 174
		SP:Iteration 29Q (77654.230000 sec): 3 clusters
  Score: Raw -2295709.736142 + Penalty 3221.142495 = -2292488.593647
  nChanged 172
		SP:Iteration 30Q (77654.500000 sec): 3 clusters
  Score: Raw -2295761.720016 + Penalty 3221.142495 = -2292540.577521
  nChanged 158
		SP:Iteration 31Q (77654.750000 sec): 3 clusters
  Score: Raw -2295807.536037 + Penalty 3221.142495 = -2292586.393543
  nChanged 157
		SP:Iteration 32Q (77655.000000 sec): 3 clusters
  Score: Raw -2295855.729751 + Penalty 3221.142495 = -2292634.587256
  nChanged 150
		SP:Iteration 33Q (77655.230000 sec): 3 clusters
  Score: Raw -2295900.165968 + Penalty 3221.142495 = -2292679.023473
  nChanged 131
		SP:Iteration 34Q (77655.500000 sec): 3 clusters
  Score: Raw -2295936.322762 + Penalty 3221.142495 = -2292715.180267
  nChanged 119
		SP:Iteration 35Q (77655.710000 sec): 3 clusters
  Score: Raw -2295964.482186 + Penalty 3221.142495 = -2292743.339692
  nChanged 132
		SP:Iteration 36Q (77655.950000 sec): 3 clusters
  Score: Raw -2295993.270067 + Penalty 3221.142495 = -2292772.127572
  nChanged 119
		SP:Iteration 37Q (77656.190000 sec): 3 clusters
  Score: Raw -2296020.421870 + Penalty 3221.142495 = -2292799.279375
  nChanged 102
		SP:Iteration 38Q (77656.420000 sec): 3 clusters
  Score: Raw -2296041.723402 + Penalty 3221.142495 = -2292820.580907
  nChanged 93
		SP:Iteration 39Q (77656.630000 sec): 3 clusters
  Score: Raw -2296064.512813 + Penalty 3221.142495 = -2292843.370318
  nChanged 85
		SP:Iteration 40F (77656.920000 sec): 3 clusters
  Score: Raw -2296082.214151 + Penalty 3221.142495 = -2292861.071656
  nChanged 96
		SP:Iteration 41Q (77657.160000 sec): 3 clusters
  Score: Raw -2296104.234373 + Penalty 3221.142495 = -2292883.091878
  nChanged 89
		SP:Iteration 42Q (77657.420000 sec): 3 clusters
  Score: Raw -2296125.209107 + Penalty 3221.142495 = -2292904.066612
  nChanged 95
		SP:Iteration 43Q (77657.630000 sec): 3 clusters
  Score: Raw -2296149.662674 + Penalty 3221.142495 = -2292928.520179
  nChanged 98
		SP:Iteration 44Q (77657.920000 sec): 3 clusters
  Score: Raw -2296180.691382 + Penalty 3221.142495 = -2292959.548888
  nChanged 92
		SP:Iteration 45Q (77658.160000 sec): 3 clusters
  Score: Raw -2296202.679294 + Penalty 3221.142495 = -2292981.536800
  nChanged 73
		SP:Iteration 46Q (77658.440000 sec): 3 clusters
  Score: Raw -2296219.734325 + Penalty 3221.142495 = -2292998.591830
  nChanged 70
		SP:Iteration 47Q (77658.650000 sec): 3 clusters
  Score: Raw -2296236.072562 + Penalty 3221.142495 = -2293014.930068
  nChanged 60
		SP:Iteration 48Q (77658.910000 sec): 3 clusters
  Score: Raw -2296248.597948 + Penalty 3221.142495 = -2293027.455453
  nChanged 62
		SP:Iteration 49Q (77659.200000 sec): 3 clusters
  Score: Raw -2296261.837460 + Penalty 3221.142495 = -2293040.694965
  nChanged 58
		SP:Iteration 50Q (77659.410000 sec): 3 clusters
  Score: Raw -2296275.136765 + Penalty 3221.142495 = -2293053.994271
  nChanged 50
		SP:Iteration 51Q (77659.680000 sec): 3 clusters
  Score: Raw -2296285.406301 + Penalty 3221.142495 = -2293064.263807
  nChanged 37
		SP:Iteration 52Q (77659.920000 sec): 3 clusters
  Score: Raw -2296294.473017 + Penalty 3221.142495 = -2293073.330523
  nChanged 49
		SP:Iteration 53Q (77660.170000 sec): 3 clusters
  Score: Raw -2296306.407729 + Penalty 3221.142495 = -2293085.265235
  nChanged 48
		SP:Iteration 54Q (77660.410000 sec): 3 clusters
  Score: Raw -2296317.521336 + Penalty 3221.142495 = -2293096.378842
  nChanged 47
		SP:Iteration 55Q (77660.660000 sec): 3 clusters
  Score: Raw -2296329.461272 + Penalty 3221.142495 = -2293108.318777
  nChanged 42
		SP:Iteration 56Q (77660.940000 sec): 3 clusters
  Score: Raw -2296342.094272 + Penalty 3221.142495 = -2293120.951777
  nChanged 58
		SP:Iteration 57Q (77661.220000 sec): 3 clusters
  Score: Raw -2296360.334611 + Penalty 3221.142495 = -2293139.192117
  nChanged 55
		SP:Iteration 58Q (77661.470000 sec): 3 clusters
  Score: Raw -2296381.051071 + Penalty 3221.142495 = -2293159.908577
  nChanged 70
		SP:Iteration 59Q (77661.750000 sec): 3 clusters
  Score: Raw -2296408.734885 + Penalty 3221.142495 = -2293187.592391
  nChanged 77
		SP:Iteration 60F (77662.030000 sec): 3 clusters
  Score: Raw -2296441.488398 + Penalty 3221.142495 = -2293220.345904
  nChanged 58
		SP:Iteration 61Q (77662.330000 sec): 3 clusters
  Score: Raw -2296467.581433 + Penalty 3221.142495 = -2293246.438938
  nChanged 61
		SP:Iteration 62Q (77662.610000 sec): 3 clusters
  Score: Raw -2296495.074853 + Penalty 3221.142495 = -2293273.932359
  nChanged 60
		SP:Iteration 63Q (77662.860000 sec): 3 clusters
  Score: Raw -2296521.248251 + Penalty 3221.142495 = -2293300.105756
  nChanged 47
		SP:Iteration 64Q (77663.100000 sec): 3 clusters
  Score: Raw -2296541.175600 + Penalty 3221.142495 = -2293320.033105
  nChanged 42
		SP:Iteration 65Q (77663.340000 sec): 3 clusters
  Score: Raw -2296558.603925 + Penalty 3221.142495 = -2293337.461430
  nChanged 42
		SP:Iteration 66Q (77663.570000 sec): 3 clusters
  Score: Raw -2296574.291149 + Penalty 3221.142495 = -2293353.148655
  nChanged 31
		SP:Iteration 67Q (77663.830000 sec): 3 clusters
  Score: Raw -2296588.086050 + Penalty 3221.142495 = -2293366.943555
  nChanged 39
		SP:Iteration 68Q (77664.040000 sec): 3 clusters
  Score: Raw -2296610.330268 + Penalty 3221.142495 = -2293389.187773
  nChanged 47
		SP:Iteration 69Q (77664.340000 sec): 3 clusters
  Score: Raw -2296637.076225 + Penalty 3221.142495 = -2293415.933731
  nChanged 43
		SP:Iteration 70Q (77664.610000 sec): 3 clusters
  Score: Raw -2296660.591495 + Penalty 3221.142495 = -2293439.449001
  nChanged 31
		SP:Iteration 71Q (77664.850000 sec): 3 clusters
  Score: Raw -2296673.108887 + Penalty 3221.142495 = -2293451.966393
  nChanged 28
		SP:Iteration 72Q (77665.090000 sec): 3 clusters
  Score: Raw -2296680.898419 + Penalty 3221.142495 = -2293459.755925
  nChanged 27
		SP:Iteration 73Q (77665.350000 sec): 3 clusters
  Score: Raw -2296687.969513 + Penalty 3221.142495 = -2293466.827019
  nChanged 27
		SP:Iteration 74Q (77665.620000 sec): 3 clusters
  Score: Raw -2296694.900598 + Penalty 3221.142495 = -2293473.758103
  nChanged 21
		SP:Iteration 75Q (77665.850000 sec): 3 clusters
  Score: Raw -2296699.363202 + Penalty 3221.142495 = -2293478.220707
  nChanged 15
		SP:Iteration 76Q (77666.120000 sec): 3 clusters
  Score: Raw -2296702.042679 + Penalty 3221.142495 = -2293480.900184
  nChanged 11
		SP:Iteration 77Q (77666.380000 sec): 3 clusters
  Score: Raw -2296703.434532 + Penalty 3221.142495 = -2293482.292038
  nChanged 5
		SP:Iteration 78Q (77666.630000 sec): 3 clusters
  Score: Raw -2296704.011599 + Penalty 3221.142495 = -2293482.869104
  nChanged 4
		SP:Iteration 79Q (77666.900000 sec): 3 clusters
  Score: Raw -2296704.539705 + Penalty 3221.142495 = -2293483.397211
  nChanged 5
		SP:Iteration 80F (77667.160000 sec): 3 clusters
  Score: Raw -2296705.036531 + Penalty 3221.142495 = -2293483.894036
  nChanged 2
		SP:Iteration 81Q (77667.420000 sec): 3 clusters
  Score: Raw -2296705.200734 + Penalty 3221.142495 = -2293484.058240
  nChanged 1
		SP:Iteration 82Q (77667.620000 sec): 3 clusters
  Score: Raw -2296705.387539 + Penalty 3221.142495 = -2293484.245045
  nChanged 2
		SP:Iteration 83Q (77667.880000 sec): 3 clusters
  Score: Raw -2296705.596005 + Penalty 3221.142495 = -2293484.453511
  nChanged 3
		SP:Iteration 84Q (77668.130000 sec): 3 clusters
  Score: Raw -2296706.236720 + Penalty 3221.142495 = -2293485.094225
  nChanged 5
		SP:Iteration 85Q (77668.410000 sec): 3 clusters
  Score: Raw -2296706.938686 + Penalty 3221.142495 = -2293485.796192
  nChanged 7
		SP:Iteration 86Q (77668.620000 sec): 3 clusters
  Score: Raw -2296707.397398 + Penalty 3221.142495 = -2293486.254903
  nChanged 2
		SP:Iteration 87Q (77668.920000 sec): 3 clusters
  Score: Raw -2296707.664474 + Penalty 3221.142495 = -2293486.521980
  nChanged 1
		SP:Iteration 88Q (77669.150000 sec): 3 clusters
  Score: Raw -2296707.862172 + Penalty 3221.142495 = -2293486.719677
  nChanged 0
		SP:Iteration 89F (77669.420000 sec): 3 clusters
  Score: Raw -2296707.862172 + Penalty 3221.142495 = -2293486.719677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77669.550000 sec): 2 clusters
  Score: Raw -865687.082543 + Penalty 1438.278961 = -864248.803582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77669.810000 sec): 3 clusters
  Score: Raw -861903.866019 + Penalty 2876.557922 = -859027.308097
  nChanged 2884
		SP:Iteration 1F (77670.010000 sec): 3 clusters
  Score: Raw -863497.689793 + Penalty 2876.557922 = -860621.131871
  nChanged 464
		SP:Iteration 2F (77670.200000 sec): 3 clusters
  Score: Raw -863758.838670 + Penalty 2876.557922 = -860882.280748
  nChanged 396
		SP:Iteration 3F (77670.410000 sec): 3 clusters
  Score: Raw -864002.474258 + Penalty 2876.557922 = -861125.916336
  nChanged 385
		SP:Iteration 4F (77670.600000 sec): 3 clusters
  Score: Raw -864214.047601 + Penalty 2876.557922 = -861337.489679
  nChanged 322
		SP:Iteration 5Q (77670.800000 sec): 3 clusters
  Score: Raw -864375.960955 + Penalty 2876.557922 = -861499.403033
  nChanged 277
		SP:Iteration 6Q (77671.020000 sec): 3 clusters
  Score: Raw -864522.872433 + Penalty 2876.557922 = -861646.314511
  nChanged 245
		SP:Iteration 7Q (77671.230000 sec): 3 clusters
  Score: Raw -864658.067416 + Penalty 2876.557922 = -861781.509494
  nChanged 243
		SP:Iteration 8Q (77671.420000 sec): 3 clusters
  Score: Raw -864820.366422 + Penalty 2876.557922 = -861943.808500
  nChanged 291
		SP:Iteration 9Q (77671.670000 sec): 3 clusters
  Score: Raw -865012.313425 + Penalty 2876.557922 = -862135.755503
  nChanged 265
		SP:Iteration 10Q (77671.860000 sec): 3 clusters
  Score: Raw -865200.000336 + Penalty 2876.557922 = -862323.442414
  nChanged 284
		SP:Iteration 11Q (77672.070000 sec): 3 clusters
  Score: Raw -865418.738810 + Penalty 2876.557922 = -862542.180889
  nChanged 242
		SP:Iteration 12Q (77672.280000 sec): 3 clusters
  Score: Raw -865583.111137 + Penalty 2876.557922 = -862706.553215
  nChanged 170
		SP:Iteration 13Q (77672.440000 sec): 3 clusters
  Score: Raw -865690.490005 + Penalty 2876.557922 = -862813.932083
  nChanged 149
		SP:Iteration 14Q (77672.680000 sec): 3 clusters
  Score: Raw -865755.266788 + Penalty 2876.557922 = -862878.708866
  nChanged 96
		SP:Iteration 15Q (77672.870000 sec): 3 clusters
  Score: Raw -865786.733511 + Penalty 2876.557922 = -862910.175589
  nChanged 66
		SP:Iteration 16Q (77673.040000 sec): 3 clusters
  Score: Raw -865806.660494 + Penalty 2876.557922 = -862930.102572
  nChanged 57
		SP:Iteration 17Q (77673.250000 sec): 3 clusters
  Score: Raw -865823.458290 + Penalty 2876.557922 = -862946.900368
  nChanged 50
		SP:Iteration 18Q (77673.460000 sec): 3 clusters
  Score: Raw -865836.117032 + Penalty 2876.557922 = -862959.559110
  nChanged 35
		SP:Iteration 19Q (77673.640000 sec): 3 clusters
  Score: Raw -865847.008895 + Penalty 2876.557922 = -862970.450973
  nChanged 32
		SP:Iteration 20F (77673.840000 sec): 3 clusters
  Score: Raw -865856.390202 + Penalty 2876.557922 = -862979.832280
  nChanged 28
		SP:Iteration 21Q (77674.040000 sec): 3 clusters
  Score: Raw -865863.053725 + Penalty 2876.557922 = -862986.495803
  nChanged 26
		SP:Iteration 22Q (77674.210000 sec): 3 clusters
  Score: Raw -865868.437895 + Penalty 2876.557922 = -862991.879973
  nChanged 27
		SP:Iteration 23Q (77674.410000 sec): 3 clusters
  Score: Raw -865874.770949 + Penalty 2876.557922 = -862998.213027
  nChanged 23
		SP:Iteration 24Q (77674.600000 sec): 3 clusters
  Score: Raw -865882.317045 + Penalty 2876.557922 = -863005.759123
  nChanged 27
		SP:Iteration 25Q (77674.810000 sec): 3 clusters
  Score: Raw -865889.974505 + Penalty 2876.557922 = -863013.416583
  nChanged 26
		SP:Iteration 26Q (77674.990000 sec): 3 clusters
  Score: Raw -865896.671236 + Penalty 2876.557922 = -863020.113314
  nChanged 25
		SP:Iteration 27Q (77675.150000 sec): 3 clusters
  Score: Raw -865902.798625 + Penalty 2876.557922 = -863026.240703
  nChanged 18
		SP:Iteration 28Q (77675.310000 sec): 3 clusters
  Score: Raw -865907.270950 + Penalty 2876.557922 = -863030.713028
  nChanged 19
		SP:Iteration 29Q (77675.530000 sec): 3 clusters
  Score: Raw -865913.224325 + Penalty 2876.557922 = -863036.666404
  nChanged 19
		SP:Iteration 30Q (77675.690000 sec): 3 clusters
  Score: Raw -865917.292786 + Penalty 2876.557922 = -863040.734864
  nChanged 20
		SP:Iteration 31Q (77675.880000 sec): 3 clusters
  Score: Raw -865920.641887 + Penalty 2876.557922 = -863044.083965
  nChanged 22
		SP:Iteration 32Q (77676.090000 sec): 3 clusters
  Score: Raw -865925.256324 + Penalty 2876.557922 = -863048.698402
  nChanged 19
		SP:Iteration 33Q (77676.270000 sec): 3 clusters
  Score: Raw -865929.808317 + Penalty 2876.557922 = -863053.250395
  nChanged 22
		SP:Iteration 34Q (77676.490000 sec): 3 clusters
  Score: Raw -865934.505303 + Penalty 2876.557922 = -863057.947381
  nChanged 25
		SP:Iteration 35Q (77676.670000 sec): 3 clusters
  Score: Raw -865939.948952 + Penalty 2876.557922 = -863063.391030
  nChanged 24
		SP:Iteration 36Q (77676.870000 sec): 3 clusters
  Score: Raw -865944.644624 + Penalty 2876.557922 = -863068.086702
  nChanged 20
		SP:Iteration 37Q (77677.070000 sec): 3 clusters
  Score: Raw -865948.573289 + Penalty 2876.557922 = -863072.015367
  nChanged 14
		SP:Iteration 38Q (77677.240000 sec): 3 clusters
  Score: Raw -865951.436672 + Penalty 2876.557922 = -863074.878750
  nChanged 16
		SP:Iteration 39Q (77677.470000 sec): 3 clusters
  Score: Raw -865954.182139 + Penalty 2876.557922 = -863077.624217
  nChanged 14
		SP:Iteration 40F (77677.680000 sec): 3 clusters
  Score: Raw -865957.999345 + Penalty 2876.557922 = -863081.441423
  nChanged 14
		SP:Iteration 41Q (77677.870000 sec): 3 clusters
  Score: Raw -865961.052803 + Penalty 2876.557922 = -863084.494881
  nChanged 15
		SP:Iteration 42Q (77678.050000 sec): 3 clusters
  Score: Raw -865964.279013 + Penalty 2876.557922 = -863087.721091
  nChanged 14
		SP:Iteration 43Q (77678.230000 sec): 3 clusters
  Score: Raw -865966.630201 + Penalty 2876.557922 = -863090.072279
  nChanged 14
		SP:Iteration 44Q (77678.430000 sec): 3 clusters
  Score: Raw -865969.444435 + Penalty 2876.557922 = -863092.886513
  nChanged 12
		SP:Iteration 45Q (77678.620000 sec): 3 clusters
  Score: Raw -865971.992539 + Penalty 2876.557922 = -863095.434617
  nChanged 11
		SP:Iteration 46Q (77678.840000 sec): 3 clusters
  Score: Raw -865974.544909 + Penalty 2876.557922 = -863097.986988
  nChanged 18
		SP:Iteration 47Q (77679.050000 sec): 3 clusters
  Score: Raw -865979.090581 + Penalty 2876.557922 = -863102.532659
  nChanged 15
		SP:Iteration 48Q (77679.240000 sec): 3 clusters
  Score: Raw -865982.079285 + Penalty 2876.557922 = -863105.521363
  nChanged 21
		SP:Iteration 49Q (77679.460000 sec): 3 clusters
  Score: Raw -865985.793065 + Penalty 2876.557922 = -863109.235143
  nChanged 17
		SP:Iteration 50Q (77679.660000 sec): 3 clusters
  Score: Raw -865989.422662 + Penalty 2876.557922 = -863112.864740
  nChanged 17
		SP:Iteration 51Q (77679.850000 sec): 3 clusters
  Score: Raw -865992.063334 + Penalty 2876.557922 = -863115.505412
  nChanged 8
		SP:Iteration 52Q (77680.080000 sec): 3 clusters
  Score: Raw -865993.317054 + Penalty 2876.557922 = -863116.759132
  nChanged 3
		SP:Iteration 53Q (77680.250000 sec): 3 clusters
  Score: Raw -865993.997499 + Penalty 2876.557922 = -863117.439577
  nChanged 6
		SP:Iteration 54Q (77680.430000 sec): 3 clusters
  Score: Raw -865994.981800 + Penalty 2876.557922 = -863118.423878
  nChanged 7
		SP:Iteration 55Q (77680.630000 sec): 3 clusters
  Score: Raw -865996.076393 + Penalty 2876.557922 = -863119.518471
  nChanged 2
		SP:Iteration 56Q (77680.810000 sec): 3 clusters
  Score: Raw -865996.288966 + Penalty 2876.557922 = -863119.731045
  nChanged 3
		SP:Iteration 57Q (77680.990000 sec): 3 clusters
  Score: Raw -865996.660908 + Penalty 2876.557922 = -863120.102986
  nChanged 3
		SP:Iteration 58Q (77681.210000 sec): 3 clusters
  Score: Raw -865996.823476 + Penalty 2876.557922 = -863120.265554
  nChanged 0
		SP:Iteration 59F (77681.380000 sec): 3 clusters
  Score: Raw -865996.823476 + Penalty 2876.557922 = -863120.265554
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77681.460000 sec): 2 clusters
  Score: Raw -165456.030898 + Penalty 1190.229622 = -164265.801277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77681.670000 sec): 3 clusters
  Score: Raw -164866.186952 + Penalty 2380.459243 = -162485.727709
  nChanged 524
		SP:Iteration 1F (77681.810000 sec): 3 clusters
  Score: Raw -165365.099645 + Penalty 2380.459243 = -162984.640402
  nChanged 174
		SP:Iteration 2F (77681.990000 sec): 3 clusters
  Score: Raw -165626.927431 + Penalty 2380.459243 = -163246.468188
  nChanged 107
		SP:Iteration 3F (77682.160000 sec): 3 clusters
  Score: Raw -165825.094759 + Penalty 2380.459243 = -163444.635516
  nChanged 87
		SP:Iteration 4F (77682.370000 sec): 3 clusters
  Score: Raw -165949.797263 + Penalty 2380.459243 = -163569.338020
  nChanged 65
		SP:Iteration 5Q (77682.540000 sec): 3 clusters
  Score: Raw -166037.185358 + Penalty 2380.459243 = -163656.726114
  nChanged 53
		SP:Iteration 6Q (77682.700000 sec): 3 clusters
  Score: Raw -166100.112692 + Penalty 2380.459243 = -163719.653449
  nChanged 38
		SP:Iteration 7Q (77682.860000 sec): 3 clusters
  Score: Raw -166144.501134 + Penalty 2380.459243 = -163764.041890
  nChanged 35
		SP:Iteration 8Q (77683.060000 sec): 3 clusters
  Score: Raw -166177.658807 + Penalty 2380.459243 = -163797.199563
  nChanged 30
		SP:Iteration 9Q (77683.240000 sec): 3 clusters
  Score: Raw -166204.072002 + Penalty 2380.459243 = -163823.612758
  nChanged 23
		SP:Iteration 10Q (77683.430000 sec): 3 clusters
  Score: Raw -166225.999375 + Penalty 2380.459243 = -163845.540132
  nChanged 20
		SP:Iteration 11Q (77683.590000 sec): 3 clusters
  Score: Raw -166244.863399 + Penalty 2380.459243 = -163864.404156
  nChanged 22
		SP:Iteration 12Q (77683.770000 sec): 3 clusters
  Score: Raw -166269.178109 + Penalty 2380.459243 = -163888.718866
  nChanged 14
		SP:Iteration 13Q (77683.960000 sec): 3 clusters
  Score: Raw -166291.925397 + Penalty 2380.459243 = -163911.466154
  nChanged 11
		SP:Iteration 14Q (77684.140000 sec): 3 clusters
  Score: Raw -166304.617852 + Penalty 2380.459243 = -163924.158609
  nChanged 13
		SP:Iteration 15Q (77684.330000 sec): 3 clusters
  Score: Raw -166325.368993 + Penalty 2380.459243 = -163944.909750
  nChanged 14
		SP:Iteration 16Q (77684.510000 sec): 3 clusters
  Score: Raw -166347.587437 + Penalty 2380.459243 = -163967.128194
  nChanged 22
		SP:Iteration 17Q (77684.720000 sec): 3 clusters
  Score: Raw -166383.357665 + Penalty 2380.459243 = -164002.898421
  nChanged 22
		SP:Iteration 18Q (77684.860000 sec): 3 clusters
  Score: Raw -166408.969340 + Penalty 2380.459243 = -164028.510097
  nChanged 13
		SP:Iteration 19Q (77685.060000 sec): 3 clusters
  Score: Raw -166425.924733 + Penalty 2380.459243 = -164045.465490
  nChanged 15
		SP:Iteration 20F (77685.210000 sec): 3 clusters
  Score: Raw -166441.445535 + Penalty 2380.459243 = -164060.986292
  nChanged 13
		SP:Iteration 21Q (77685.350000 sec): 3 clusters
  Score: Raw -166457.152020 + Penalty 2380.459243 = -164076.692776
  nChanged 13
		SP:Iteration 22Q (77685.560000 sec): 3 clusters
  Score: Raw -166469.161556 + Penalty 2380.459243 = -164088.702313
  nChanged 10
		SP:Iteration 23Q (77685.700000 sec): 3 clusters
  Score: Raw -166479.667223 + Penalty 2380.459243 = -164099.207980
  nChanged 9
		SP:Iteration 24Q (77685.880000 sec): 3 clusters
  Score: Raw -166485.028443 + Penalty 2380.459243 = -164104.569200
  nChanged 6
		SP:Iteration 25Q (77686.050000 sec): 3 clusters
  Score: Raw -166490.731262 + Penalty 2380.459243 = -164110.272019
  nChanged 3
		SP:Iteration 26Q (77686.270000 sec): 3 clusters
  Score: Raw -166491.783817 + Penalty 2380.459243 = -164111.324574
  nChanged 1
		SP:Iteration 27Q (77686.440000 sec): 3 clusters
  Score: Raw -166492.166445 + Penalty 2380.459243 = -164111.707202
  nChanged 1
		SP:Iteration 28Q (77686.590000 sec): 3 clusters
  Score: Raw -166493.127288 + Penalty 2380.459243 = -164112.668045
  nChanged 1
		SP:Iteration 29Q (77686.760000 sec): 3 clusters
  Score: Raw -166493.355100 + Penalty 2380.459243 = -164112.895857
  nChanged 0
		SP:Iteration 30F (77686.960000 sec): 3 clusters
  Score: Raw -166493.355100 + Penalty 2380.459243 = -164112.895857
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (107965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77687.490000 sec): 2 clusters
  Score: Raw -13169071.558624 + Penalty 1883.303887 = -13167188.254737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77688.120000 sec): 3 clusters
  Score: Raw -13098749.329082 + Penalty 3766.607773 = -13094982.721309
  nChanged 51646
		SP:Iteration 1F (77688.750000 sec): 3 clusters
  Score: Raw -13128340.890182 + Penalty 3766.607773 = -13124574.282409
  nChanged 2918
		SP:Iteration 2Q (77689.410000 sec): 3 clusters
  Score: Raw -13128924.293175 + Penalty 3766.607773 = -13125157.685402
  nChanged 3085
		SP:Iteration 3Q (77690.020000 sec): 3 clusters
  Score: Raw -13129654.873095 + Penalty 3766.607773 = -13125888.265321
  nChanged 3432
		SP:Iteration 4Q (77690.650000 sec): 3 clusters
  Score: Raw -13130660.730550 + Penalty 3766.607773 = -13126894.122776
  nChanged 4028
		SP:Iteration 5Q (77691.250000 sec): 3 clusters
  Score: Raw -13132178.754213 + Penalty 3766.607773 = -13128412.146440
  nChanged 5204
		SP:Iteration 6Q (77691.870000 sec): 3 clusters
  Score: Raw -13134736.085528 + Penalty 3766.607773 = -13130969.477755
  nChanged 6988
		SP:Iteration 7F (77692.500000 sec): 3 clusters
  Score: Raw -13139192.724734 + Penalty 3766.607773 = -13135426.116960
  nChanged 8992
		SP:Iteration 8F (77693.080000 sec): 3 clusters
  Score: Raw -13146342.475973 + Penalty 3766.607773 = -13142575.868200
  nChanged 10034
		SP:Iteration 9F (77693.640000 sec): 3 clusters
  Score: Raw -13155737.558583 + Penalty 3766.607773 = -13151970.950810
  nChanged 8110
		SP:Iteration 10F (77694.210000 sec): 3 clusters
  Score: Raw -13163826.000120 + Penalty 3766.607773 = -13160059.392347
  nChanged 4051
		SP:Iteration 11Q (77694.780000 sec): 3 clusters
  Score: Raw -13167754.516808 + Penalty 3766.607773 = -13163987.909035
  nChanged 1186
		SP:Iteration 12Q (77695.330000 sec): 3 clusters
  Score: Raw -13168825.697357 + Penalty 3766.607773 = -13165059.089583
  nChanged 289
		SP:Iteration 13Q (77695.880000 sec): 3 clusters
  Score: Raw -13169086.324782 + Penalty 3766.607773 = -13165319.717009
  nChanged 88
		SP:Iteration 14Q (77696.480000 sec): 3 clusters
  Score: Raw -13169180.055413 + Penalty 3766.607773 = -13165413.447640
  nChanged 37
		SP:Iteration 15Q (77697.080000 sec): 3 clusters
  Score: Raw -13169225.558340 + Penalty 3766.607773 = -13165458.950567
  nChanged 15
		SP:Iteration 16Q (77697.710000 sec): 3 clusters
  Score: Raw -13169254.158922 + Penalty 3766.607773 = -13165487.551149
  nChanged 12
		SP:Iteration 17Q (77698.340000 sec): 3 clusters
  Score: Raw -13169273.992669 + Penalty 3766.607773 = -13165507.384896
  nChanged 10
		SP:Iteration 18Q (77698.940000 sec): 3 clusters
  Score: Raw -13169289.670933 + Penalty 3766.607773 = -13165523.063159
  nChanged 8
		SP:Iteration 19Q (77699.510000 sec): 3 clusters
  Score: Raw -13169299.293922 + Penalty 3766.607773 = -13165532.686149
  nChanged 7
		SP:Iteration 20F (77700.140000 sec): 3 clusters
  Score: Raw -13169311.803276 + Penalty 3766.607773 = -13165545.195502
  nChanged 8
		SP:Iteration 21Q (77700.760000 sec): 3 clusters
  Score: Raw -13169321.275974 + Penalty 3766.607773 = -13165554.668201
  nChanged 2
		SP:Iteration 22Q (77701.350000 sec): 3 clusters
  Score: Raw -13169324.338687 + Penalty 3766.607773 = -13165557.730914
  nChanged 2
		SP:Iteration 23Q (77701.940000 sec): 3 clusters
  Score: Raw -13169327.910261 + Penalty 3766.607773 = -13165561.302488
  nChanged 1
		SP:Iteration 24Q (77702.580000 sec): 3 clusters
  Score: Raw -13169328.860580 + Penalty 3766.607773 = -13165562.252806
  nChanged 1
		SP:Iteration 25Q (77703.180000 sec): 3 clusters
  Score: Raw -13169330.065998 + Penalty 3766.607773 = -13165563.458224
  nChanged 0
		SP:Iteration 26F (77703.780000 sec): 3 clusters
  Score: Raw -13169330.065998 + Penalty 3766.607773 = -13165563.458224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77703.930000 sec): 2 clusters
  Score: Raw -48646.418915 + Penalty 987.989144 = -47658.429771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77704.070000 sec): 3 clusters
  Score: Raw -48625.832709 + Penalty 1975.978288 = -46649.854421
  nChanged 96
		SP:Iteration 1F (77704.220000 sec): 3 clusters
  Score: Raw -48746.233601 + Penalty 1975.978288 = -46770.255312
  nChanged 26
		SP:Iteration 2F (77704.390000 sec): 3 clusters
  Score: Raw -48812.671780 + Penalty 1975.978288 = -46836.693492
  nChanged 19
		SP:Iteration 3Q (77704.580000 sec): 3 clusters
  Score: Raw -48860.960055 + Penalty 1975.978288 = -46884.981766
  nChanged 10
		SP:Iteration 4Q (77704.700000 sec): 3 clusters
  Score: Raw -48896.979742 + Penalty 1975.978288 = -46921.001453
  nChanged 11
		SP:Iteration 5Q (77704.860000 sec): 3 clusters
  Score: Raw -48918.777225 + Penalty 1975.978288 = -46942.798937
  nChanged 2
		SP:Iteration 6Q (77705.050000 sec): 3 clusters
  Score: Raw -48923.553745 + Penalty 1975.978288 = -46947.575456
  nChanged 2
		SP:Iteration 7Q (77705.250000 sec): 3 clusters
  Score: Raw -48927.671386 + Penalty 1975.978288 = -46951.693097
  nChanged 3
		SP:Iteration 8Q (77705.430000 sec): 3 clusters
  Score: Raw -48931.772999 + Penalty 1975.978288 = -46955.794711
  nChanged 2
		SP:Iteration 9Q (77705.560000 sec): 3 clusters
  Score: Raw -48936.443403 + Penalty 1975.978288 = -46960.465114
  nChanged 5
		SP:Iteration 10Q (77705.730000 sec): 3 clusters
  Score: Raw -48956.038447 + Penalty 1975.978288 = -46980.060158
  nChanged 5
		SP:Iteration 11Q (77705.900000 sec): 3 clusters
  Score: Raw -48963.596274 + Penalty 1975.978288 = -46987.617986
  nChanged 5
		SP:Iteration 12Q (77706.070000 sec): 3 clusters
  Score: Raw -48976.894493 + Penalty 1975.978288 = -47000.916204
  nChanged 3
		SP:Iteration 13Q (77706.240000 sec): 3 clusters
  Score: Raw -48981.150356 + Penalty 1975.978288 = -47005.172067
  nChanged 2
		SP:Iteration 14Q (77706.430000 sec): 3 clusters
  Score: Raw -48988.725118 + Penalty 1975.978288 = -47012.746830
  nChanged 1
		SP:Iteration 15Q (77706.620000 sec): 3 clusters
  Score: Raw -48989.640350 + Penalty 1975.978288 = -47013.662062
  nChanged 2
		SP:Iteration 16Q (77706.750000 sec): 3 clusters
  Score: Raw -48991.677688 + Penalty 1975.978288 = -47015.699400
  nChanged 1
		SP:Iteration 17Q (77706.940000 sec): 3 clusters
  Score: Raw -48994.476337 + Penalty 1975.978288 = -47018.498049
  nChanged 0
		SP:Iteration 18F (77707.120000 sec): 3 clusters
  Score: Raw -48994.476337 + Penalty 1975.978288 = -47018.498049
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (9827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77707.270000 sec): 2 clusters
  Score: Raw -1170139.036815 + Penalty 1493.844459 = -1168645.192356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77707.470000 sec): 3 clusters
  Score: Raw -1164543.119639 + Penalty 2987.688918 = -1161555.430721
  nChanged 4293
		SP:Iteration 1F (77707.660000 sec): 3 clusters
  Score: Raw -1166942.266673 + Penalty 2987.688918 = -1163954.577755
  nChanged 739
		SP:Iteration 2F (77707.920000 sec): 3 clusters
  Score: Raw -1167426.984244 + Penalty 2987.688918 = -1164439.295326
  nChanged 691
		SP:Iteration 3F (77708.100000 sec): 3 clusters
  Score: Raw -1167884.843786 + Penalty 2987.688918 = -1164897.154868
  nChanged 654
		SP:Iteration 4F (77708.330000 sec): 3 clusters
  Score: Raw -1168351.227326 + Penalty 2987.688918 = -1165363.538408
  nChanged 607
		SP:Iteration 5F (77708.530000 sec): 3 clusters
  Score: Raw -1168798.198165 + Penalty 2987.688918 = -1165810.509247
  nChanged 570
		SP:Iteration 6F (77708.740000 sec): 3 clusters
  Score: Raw -1169242.354861 + Penalty 2987.688918 = -1166254.665943
  nChanged 531
		SP:Iteration 7F (77708.950000 sec): 3 clusters
  Score: Raw -1169680.677050 + Penalty 2987.688918 = -1166692.988132
  nChanged 471
		SP:Iteration 8Q (77709.140000 sec): 3 clusters
  Score: Raw -1170060.502529 + Penalty 2987.688918 = -1167072.813611
  nChanged 424
		SP:Iteration 9Q (77709.370000 sec): 3 clusters
  Score: Raw -1170405.953943 + Penalty 2987.688918 = -1167418.265025
  nChanged 372
		SP:Iteration 10Q (77709.570000 sec): 3 clusters
  Score: Raw -1170677.247691 + Penalty 2987.688918 = -1167689.558773
  nChanged 266
		SP:Iteration 11Q (77709.770000 sec): 3 clusters
  Score: Raw -1170837.137541 + Penalty 2987.688918 = -1167849.448623
  nChanged 184
		SP:Iteration 12Q (77709.970000 sec): 3 clusters
  Score: Raw -1170914.320891 + Penalty 2987.688918 = -1167926.631973
  nChanged 122
		SP:Iteration 13Q (77710.150000 sec): 3 clusters
  Score: Raw -1170959.143961 + Penalty 2987.688918 = -1167971.455043
  nChanged 91
		SP:Iteration 14Q (77710.400000 sec): 3 clusters
  Score: Raw -1170989.484334 + Penalty 2987.688918 = -1168001.795416
  nChanged 96
		SP:Iteration 15Q (77710.620000 sec): 3 clusters
  Score: Raw -1171024.836653 + Penalty 2987.688918 = -1168037.147735
  nChanged 83
		SP:Iteration 16Q (77710.840000 sec): 3 clusters
  Score: Raw -1171057.384345 + Penalty 2987.688918 = -1168069.695427
  nChanged 85
		SP:Iteration 17Q (77711.020000 sec): 3 clusters
  Score: Raw -1171088.119451 + Penalty 2987.688918 = -1168100.430533
  nChanged 76
		SP:Iteration 18Q (77711.260000 sec): 3 clusters
  Score: Raw -1171115.641274 + Penalty 2987.688918 = -1168127.952356
  nChanged 78
		SP:Iteration 19Q (77711.430000 sec): 3 clusters
  Score: Raw -1171144.010353 + Penalty 2987.688918 = -1168156.321435
  nChanged 68
		SP:Iteration 20F (77711.610000 sec): 3 clusters
  Score: Raw -1171167.233333 + Penalty 2987.688918 = -1168179.544415
  nChanged 71
		SP:Iteration 21Q (77711.810000 sec): 3 clusters
  Score: Raw -1171197.603814 + Penalty 2987.688918 = -1168209.914896
  nChanged 84
		SP:Iteration 22Q (77712.010000 sec): 3 clusters
  Score: Raw -1171228.317625 + Penalty 2987.688918 = -1168240.628707
  nChanged 75
		SP:Iteration 23Q (77712.230000 sec): 3 clusters
  Score: Raw -1171249.944294 + Penalty 2987.688918 = -1168262.255376
  nChanged 54
		SP:Iteration 24Q (77712.450000 sec): 3 clusters
  Score: Raw -1171262.589187 + Penalty 2987.688918 = -1168274.900269
  nChanged 46
		SP:Iteration 25Q (77712.670000 sec): 3 clusters
  Score: Raw -1171271.507138 + Penalty 2987.688918 = -1168283.818220
  nChanged 38
		SP:Iteration 26Q (77712.850000 sec): 3 clusters
  Score: Raw -1171279.652257 + Penalty 2987.688918 = -1168291.963339
  nChanged 25
		SP:Iteration 27Q (77713.060000 sec): 3 clusters
  Score: Raw -1171283.318351 + Penalty 2987.688918 = -1168295.629433
  nChanged 22
		SP:Iteration 28Q (77713.270000 sec): 3 clusters
  Score: Raw -1171286.487996 + Penalty 2987.688918 = -1168298.799078
  nChanged 18
		SP:Iteration 29Q (77713.470000 sec): 3 clusters
  Score: Raw -1171288.802358 + Penalty 2987.688918 = -1168301.113440
  nChanged 11
		SP:Iteration 30Q (77713.640000 sec): 3 clusters
  Score: Raw -1171290.244162 + Penalty 2987.688918 = -1168302.555244
  nChanged 8
		SP:Iteration 31Q (77713.870000 sec): 3 clusters
  Score: Raw -1171291.179610 + Penalty 2987.688918 = -1168303.490692
  nChanged 3
		SP:Iteration 32Q (77714.060000 sec): 3 clusters
  Score: Raw -1171291.361505 + Penalty 2987.688918 = -1168303.672587
  nChanged 0
		SP:Iteration 33F (77714.260000 sec): 3 clusters
  Score: Raw -1171291.361505 + Penalty 2987.688918 = -1168303.672587
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77714.380000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77714.530000 sec): 3 clusters
  Score: Raw -60250.636387 + Penalty 2041.128648 = -58209.507739
  nChanged 135
		SP:Iteration 1F (77714.690000 sec): 3 clusters
  Score: Raw -60428.822892 + Penalty 2041.128648 = -58387.694245
  nChanged 41
		SP:Iteration 2F (77714.870000 sec): 3 clusters
  Score: Raw -60523.805219 + Penalty 2041.128648 = -58482.676571
  nChanged 26
		SP:Iteration 3Q (77715.020000 sec): 3 clusters
  Score: Raw -60578.276683 + Penalty 2041.128648 = -58537.148035
  nChanged 19
		SP:Iteration 4Q (77715.180000 sec): 3 clusters
  Score: Raw -60612.856193 + Penalty 2041.128648 = -58571.727545
  nChanged 6
		SP:Iteration 5Q (77715.320000 sec): 3 clusters
  Score: Raw -60620.752462 + Penalty 2041.128648 = -58579.623814
  nChanged 4
		SP:Iteration 6Q (77715.480000 sec): 3 clusters
  Score: Raw -60628.845788 + Penalty 2041.128648 = -58587.717141
  nChanged 3
		SP:Iteration 7Q (77715.620000 sec): 3 clusters
  Score: Raw -60634.504767 + Penalty 2041.128648 = -58593.376119
  nChanged 5
		SP:Iteration 8Q (77715.790000 sec): 3 clusters
  Score: Raw -60642.083792 + Penalty 2041.128648 = -58600.955144
  nChanged 0
		SP:Iteration 9F (77715.950000 sec): 3 clusters
  Score: Raw -60642.083792 + Penalty 2041.128648 = -58600.955144
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77716.050000 sec): 2 clusters
  Score: Raw -44970.562449 + Penalty 967.823573 = -44002.738876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77716.240000 sec): 3 clusters
  Score: Raw -44960.669733 + Penalty 1935.647145 = -43025.022588
  nChanged 74
		SP:Iteration 1F (77716.430000 sec): 3 clusters
  Score: Raw -45098.136352 + Penalty 1935.647145 = -43162.489206
  nChanged 25
		SP:Iteration 2F (77716.590000 sec): 3 clusters
  Score: Raw -45155.100618 + Penalty 1935.647145 = -43219.453472
  nChanged 15
		SP:Iteration 3Q (77716.760000 sec): 3 clusters
  Score: Raw -45260.821923 + Penalty 1935.647145 = -43325.174777
  nChanged 17
		SP:Iteration 4Q (77716.910000 sec): 3 clusters
  Score: Raw -45517.695754 + Penalty 1935.647145 = -43582.048609
  nChanged 23
		SP:Iteration 5F (77717.070000 sec): 3 clusters
  Score: Raw -45578.861307 + Penalty 1935.647145 = -43643.214162
  nChanged 15
		SP:Iteration 6Q (77717.250000 sec): 3 clusters
  Score: Raw -45623.354249 + Penalty 1935.647145 = -43687.707104
  nChanged 10
		SP:Iteration 7Q (77717.430000 sec): 3 clusters
  Score: Raw -45649.485110 + Penalty 1935.647145 = -43713.837965
  nChanged 8
		SP:Iteration 8Q (77717.550000 sec): 3 clusters
  Score: Raw -45674.547185 + Penalty 1935.647145 = -43738.900040
  nChanged 4
		SP:Iteration 9Q (77717.720000 sec): 3 clusters
  Score: Raw -45689.982199 + Penalty 1935.647145 = -43754.335054
  nChanged 2
		SP:Iteration 10Q (77717.890000 sec): 3 clusters
  Score: Raw -45697.699279 + Penalty 1935.647145 = -43762.052134
  nChanged 0
		SP:Iteration 11F (77718.090000 sec): 3 clusters
  Score: Raw -45697.699279 + Penalty 1935.647145 = -43762.052134
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (12453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77718.230000 sec): 2 clusters
  Score: Raw -1489916.098308 + Penalty 1532.328986 = -1488383.769322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77718.460000 sec): 3 clusters
  Score: Raw -1482813.721533 + Penalty 3064.657972 = -1479749.063561
  nChanged 5393
		SP:Iteration 1F (77718.680000 sec): 3 clusters
  Score: Raw -1485694.561444 + Penalty 3064.657972 = -1482629.903472
  nChanged 764
		SP:Iteration 2F (77718.890000 sec): 3 clusters
  Score: Raw -1486041.946087 + Penalty 3064.657972 = -1482977.288115
  nChanged 679
		SP:Iteration 3F (77719.120000 sec): 3 clusters
  Score: Raw -1486352.825269 + Penalty 3064.657972 = -1483288.167297
  nChanged 626
		SP:Iteration 4F (77719.320000 sec): 3 clusters
  Score: Raw -1486680.250914 + Penalty 3064.657972 = -1483615.592942
  nChanged 646
		SP:Iteration 5F (77719.550000 sec): 3 clusters
  Score: Raw -1487101.565623 + Penalty 3064.657972 = -1484036.907651
  nChanged 759
		SP:Iteration 6F (77719.780000 sec): 3 clusters
  Score: Raw -1487678.657996 + Penalty 3064.657972 = -1484614.000024
  nChanged 866
		SP:Iteration 7F (77720.010000 sec): 3 clusters
  Score: Raw -1488422.552941 + Penalty 3064.657972 = -1485357.894969
  nChanged 798
		SP:Iteration 8F (77720.260000 sec): 3 clusters
  Score: Raw -1489140.289099 + Penalty 3064.657972 = -1486075.631127
  nChanged 661
		SP:Iteration 9F (77720.470000 sec): 3 clusters
  Score: Raw -1489704.551690 + Penalty 3064.657972 = -1486639.893718
  nChanged 450
		SP:Iteration 10Q (77720.710000 sec): 3 clusters
  Score: Raw -1490055.443161 + Penalty 3064.657972 = -1486990.785189
  nChanged 311
		SP:Iteration 11Q (77720.970000 sec): 3 clusters
  Score: Raw -1490307.590838 + Penalty 3064.657972 = -1487242.932866
  nChanged 229
		SP:Iteration 12Q (77721.200000 sec): 3 clusters
  Score: Raw -1490439.258266 + Penalty 3064.657972 = -1487374.600294
  nChanged 168
		SP:Iteration 13Q (77721.400000 sec): 3 clusters
  Score: Raw -1490512.511832 + Penalty 3064.657972 = -1487447.853860
  nChanged 129
		SP:Iteration 14Q (77721.600000 sec): 3 clusters
  Score: Raw -1490556.391927 + Penalty 3064.657972 = -1487491.733955
  nChanged 77
		SP:Iteration 15Q (77721.790000 sec): 3 clusters
  Score: Raw -1490578.703424 + Penalty 3064.657972 = -1487514.045452
  nChanged 56
		SP:Iteration 16Q (77722.020000 sec): 3 clusters
  Score: Raw -1490597.153969 + Penalty 3064.657972 = -1487532.495997
  nChanged 53
		SP:Iteration 17Q (77722.250000 sec): 3 clusters
  Score: Raw -1490611.410370 + Penalty 3064.657972 = -1487546.752398
  nChanged 46
		SP:Iteration 18Q (77722.460000 sec): 3 clusters
  Score: Raw -1490622.550614 + Penalty 3064.657972 = -1487557.892642
  nChanged 43
		SP:Iteration 19Q (77722.680000 sec): 3 clusters
  Score: Raw -1490636.413073 + Penalty 3064.657972 = -1487571.755101
  nChanged 52
		SP:Iteration 20F (77722.920000 sec): 3 clusters
  Score: Raw -1490648.114886 + Penalty 3064.657972 = -1487583.456914
  nChanged 45
		SP:Iteration 21Q (77723.150000 sec): 3 clusters
  Score: Raw -1490659.328552 + Penalty 3064.657972 = -1487594.670581
  nChanged 35
		SP:Iteration 22Q (77723.340000 sec): 3 clusters
  Score: Raw -1490667.143849 + Penalty 3064.657972 = -1487602.485877
  nChanged 31
		SP:Iteration 23Q (77723.530000 sec): 3 clusters
  Score: Raw -1490675.503167 + Penalty 3064.657972 = -1487610.845195
  nChanged 32
		SP:Iteration 24Q (77723.760000 sec): 3 clusters
  Score: Raw -1490682.338833 + Penalty 3064.657972 = -1487617.680861
  nChanged 35
		SP:Iteration 25Q (77723.970000 sec): 3 clusters
  Score: Raw -1490691.508891 + Penalty 3064.657972 = -1487626.850919
  nChanged 29
		SP:Iteration 26Q (77724.180000 sec): 3 clusters
  Score: Raw -1490697.603629 + Penalty 3064.657972 = -1487632.945657
  nChanged 25
		SP:Iteration 27Q (77724.390000 sec): 3 clusters
  Score: Raw -1490701.788013 + Penalty 3064.657972 = -1487637.130041
  nChanged 10
		SP:Iteration 28Q (77724.650000 sec): 3 clusters
  Score: Raw -1490703.834014 + Penalty 3064.657972 = -1487639.176043
  nChanged 19
		SP:Iteration 29Q (77724.870000 sec): 3 clusters
  Score: Raw -1490707.308610 + Penalty 3064.657972 = -1487642.650638
  nChanged 13
		SP:Iteration 30Q (77725.100000 sec): 3 clusters
  Score: Raw -1490709.200100 + Penalty 3064.657972 = -1487644.542128
  nChanged 8
		SP:Iteration 31Q (77725.290000 sec): 3 clusters
  Score: Raw -1490710.312985 + Penalty 3064.657972 = -1487645.655013
  nChanged 8
		SP:Iteration 32Q (77725.520000 sec): 3 clusters
  Score: Raw -1490711.393271 + Penalty 3064.657972 = -1487646.735299
  nChanged 6
		SP:Iteration 33Q (77725.740000 sec): 3 clusters
  Score: Raw -1490712.171557 + Penalty 3064.657972 = -1487647.513585
  nChanged 5
		SP:Iteration 34Q (77725.970000 sec): 3 clusters
  Score: Raw -1490712.859852 + Penalty 3064.657972 = -1487648.201880
  nChanged 4
		SP:Iteration 35Q (77726.190000 sec): 3 clusters
  Score: Raw -1490713.612239 + Penalty 3064.657972 = -1487648.954267
  nChanged 1
		SP:Iteration 36Q (77726.370000 sec): 3 clusters
  Score: Raw -1490713.705928 + Penalty 3064.657972 = -1487649.047956
  nChanged 3
		SP:Iteration 37Q (77726.610000 sec): 3 clusters
  Score: Raw -1490714.053170 + Penalty 3064.657972 = -1487649.395199
  nChanged 3
		SP:Iteration 38Q (77726.830000 sec): 3 clusters
  Score: Raw -1490714.797028 + Penalty 3064.657972 = -1487650.139056
  nChanged 6
		SP:Iteration 39Q (77727.030000 sec): 3 clusters
  Score: Raw -1490715.737166 + Penalty 3064.657972 = -1487651.079194
  nChanged 4
		SP:Iteration 40F (77727.270000 sec): 3 clusters
  Score: Raw -1490716.299202 + Penalty 3064.657972 = -1487651.641230
  nChanged 4
		SP:Iteration 41Q (77727.520000 sec): 3 clusters
  Score: Raw -1490716.756539 + Penalty 3064.657972 = -1487652.098567
  nChanged 4
		SP:Iteration 42Q (77727.720000 sec): 3 clusters
  Score: Raw -1490717.158430 + Penalty 3064.657972 = -1487652.500458
  nChanged 2
		SP:Iteration 43Q (77727.980000 sec): 3 clusters
  Score: Raw -1490717.626895 + Penalty 3064.657972 = -1487652.968923
  nChanged 4
		SP:Iteration 44Q (77728.200000 sec): 3 clusters
  Score: Raw -1490718.448564 + Penalty 3064.657972 = -1487653.790592
  nChanged 2
		SP:Iteration 45Q (77728.400000 sec): 3 clusters
  Score: Raw -1490718.704719 + Penalty 3064.657972 = -1487654.046747
  nChanged 2
		SP:Iteration 46Q (77728.670000 sec): 3 clusters
  Score: Raw -1490718.944976 + Penalty 3064.657972 = -1487654.287004
  nChanged 2
		SP:Iteration 47Q (77728.850000 sec): 3 clusters
  Score: Raw -1490719.672167 + Penalty 3064.657972 = -1487655.014195
  nChanged 5
		SP:Iteration 48Q (77729.060000 sec): 3 clusters
  Score: Raw -1490720.486064 + Penalty 3064.657972 = -1487655.828092
  nChanged 2
		SP:Iteration 49Q (77729.270000 sec): 3 clusters
  Score: Raw -1490720.698474 + Penalty 3064.657972 = -1487656.040502
  nChanged 2
		SP:Iteration 50Q (77729.530000 sec): 3 clusters
  Score: Raw -1490720.948702 + Penalty 3064.657972 = -1487656.290730
  nChanged 1
		SP:Iteration 51Q (77729.730000 sec): 3 clusters
  Score: Raw -1490721.178836 + Penalty 3064.657972 = -1487656.520864
  nChanged 1
		SP:Iteration 52Q (77729.920000 sec): 3 clusters
  Score: Raw -1490721.295675 + Penalty 3064.657972 = -1487656.637703
  nChanged 0
		SP:Iteration 53F (77730.170000 sec): 3 clusters
  Score: Raw -1490721.295675 + Penalty 3064.657972 = -1487656.637703
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (1511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77730.250000 sec): 2 clusters
  Score: Raw -173660.418211 + Penalty 1189.585631 = -172470.832579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77730.430000 sec): 3 clusters
  Score: Raw -173060.207905 + Penalty 2379.171263 = -170681.036642
  nChanged 527
		SP:Iteration 1F (77730.590000 sec): 3 clusters
  Score: Raw -173490.076397 + Penalty 2379.171263 = -171110.905135
  nChanged 132
		SP:Iteration 2F (77730.750000 sec): 3 clusters
  Score: Raw -173669.307587 + Penalty 2379.171263 = -171290.136324
  nChanged 107
		SP:Iteration 3F (77730.930000 sec): 3 clusters
  Score: Raw -173896.132635 + Penalty 2379.171263 = -171516.961372
  nChanged 116
		SP:Iteration 4F (77731.100000 sec): 3 clusters
  Score: Raw -174131.039844 + Penalty 2379.171263 = -171751.868581
  nChanged 111
		SP:Iteration 5F (77731.280000 sec): 3 clusters
  Score: Raw -174307.993031 + Penalty 2379.171263 = -171928.821769
  nChanged 70
		SP:Iteration 6Q (77731.460000 sec): 3 clusters
  Score: Raw -174391.036813 + Penalty 2379.171263 = -172011.865550
  nChanged 46
		SP:Iteration 7Q (77731.620000 sec): 3 clusters
  Score: Raw -174444.945264 + Penalty 2379.171263 = -172065.774002
  nChanged 33
		SP:Iteration 8Q (77731.820000 sec): 3 clusters
  Score: Raw -174476.471922 + Penalty 2379.171263 = -172097.300660
  nChanged 34
		SP:Iteration 9Q (77731.940000 sec): 3 clusters
  Score: Raw -174511.546441 + Penalty 2379.171263 = -172132.375178
  nChanged 18
		SP:Iteration 10Q (77732.150000 sec): 3 clusters
  Score: Raw -174527.631279 + Penalty 2379.171263 = -172148.460016
  nChanged 8
		SP:Iteration 11Q (77732.290000 sec): 3 clusters
  Score: Raw -174535.837045 + Penalty 2379.171263 = -172156.665783
  nChanged 5
		SP:Iteration 12Q (77732.430000 sec): 3 clusters
  Score: Raw -174540.032483 + Penalty 2379.171263 = -172160.861220
  nChanged 4
		SP:Iteration 13Q (77732.640000 sec): 3 clusters
  Score: Raw -174542.732083 + Penalty 2379.171263 = -172163.560820
  nChanged 1
		SP:Iteration 14Q (77732.810000 sec): 3 clusters
  Score: Raw -174543.319650 + Penalty 2379.171263 = -172164.148388
  nChanged 2
		SP:Iteration 15Q (77732.970000 sec): 3 clusters
  Score: Raw -174543.916389 + Penalty 2379.171263 = -172164.745126
  nChanged 0
		SP:Iteration 16F (77733.160000 sec): 3 clusters
  Score: Raw -174543.916389 + Penalty 2379.171263 = -172164.745126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (2938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77733.260000 sec): 2 clusters
  Score: Raw -342500.566144 + Penalty 1297.641208 = -341202.924936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77733.430000 sec): 3 clusters
  Score: Raw -341095.601565 + Penalty 2595.282416 = -338500.319149
  nChanged 1113
		SP:Iteration 1F (77733.630000 sec): 3 clusters
  Score: Raw -341770.081942 + Penalty 2595.282416 = -339174.799526
  nChanged 215
		SP:Iteration 2F (77733.780000 sec): 3 clusters
  Score: Raw -341901.073329 + Penalty 2595.282416 = -339305.790913
  nChanged 146
		SP:Iteration 3Q (77733.950000 sec): 3 clusters
  Score: Raw -341993.537025 + Penalty 2595.282416 = -339398.254609
  nChanged 109
		SP:Iteration 4Q (77734.120000 sec): 3 clusters
  Score: Raw -342057.909082 + Penalty 2595.282416 = -339462.626666
  nChanged 87
		SP:Iteration 5Q (77734.310000 sec): 3 clusters
  Score: Raw -342110.126670 + Penalty 2595.282416 = -339514.844254
  nChanged 76
		SP:Iteration 6Q (77734.470000 sec): 3 clusters
  Score: Raw -342162.683880 + Penalty 2595.282416 = -339567.401464
  nChanged 86
		SP:Iteration 7Q (77734.650000 sec): 3 clusters
  Score: Raw -342221.756376 + Penalty 2595.282416 = -339626.473960
  nChanged 85
		SP:Iteration 8Q (77734.870000 sec): 3 clusters
  Score: Raw -342309.242250 + Penalty 2595.282416 = -339713.959834
  nChanged 83
		SP:Iteration 9Q (77735.020000 sec): 3 clusters
  Score: Raw -342430.162566 + Penalty 2595.282416 = -339834.880150
  nChanged 106
		SP:Iteration 10Q (77735.230000 sec): 3 clusters
  Score: Raw -342560.104516 + Penalty 2595.282416 = -339964.822100
  nChanged 93
		SP:Iteration 11Q (77735.390000 sec): 3 clusters
  Score: Raw -342652.762440 + Penalty 2595.282416 = -340057.480024
  nChanged 90
		SP:Iteration 12Q (77735.580000 sec): 3 clusters
  Score: Raw -342731.406752 + Penalty 2595.282416 = -340136.124336
  nChanged 77
		SP:Iteration 13Q (77735.750000 sec): 3 clusters
  Score: Raw -342803.297106 + Penalty 2595.282416 = -340208.014690
  nChanged 83
		SP:Iteration 14Q (77735.920000 sec): 3 clusters
  Score: Raw -342874.502953 + Penalty 2595.282416 = -340279.220537
  nChanged 83
		SP:Iteration 15Q (77736.110000 sec): 3 clusters
  Score: Raw -342947.425225 + Penalty 2595.282416 = -340352.142809
  nChanged 80
		SP:Iteration 16Q (77736.280000 sec): 3 clusters
  Score: Raw -343030.380777 + Penalty 2595.282416 = -340435.098361
  nChanged 85
		SP:Iteration 17Q (77736.450000 sec): 3 clusters
  Score: Raw -343112.603765 + Penalty 2595.282416 = -340517.321349
  nChanged 88
		SP:Iteration 18Q (77736.640000 sec): 3 clusters
  Score: Raw -343228.854854 + Penalty 2595.282416 = -340633.572438
  nChanged 107
		SP:Iteration 19Q (77736.810000 sec): 3 clusters
  Score: Raw -343369.055169 + Penalty 2595.282416 = -340773.772753
  nChanged 85
		SP:Iteration 20F (77736.990000 sec): 3 clusters
  Score: Raw -343523.238776 + Penalty 2595.282416 = -340927.956360
  nChanged 68
		SP:Iteration 21Q (77737.210000 sec): 3 clusters
  Score: Raw -343672.132669 + Penalty 2595.282416 = -341076.850254
  nChanged 45
		SP:Iteration 22Q (77737.380000 sec): 3 clusters
  Score: Raw -343740.936829 + Penalty 2595.282416 = -341145.654413
  nChanged 33
		SP:Iteration 23Q (77737.560000 sec): 3 clusters
  Score: Raw -343781.187621 + Penalty 2595.282416 = -341185.905205
  nChanged 16
		SP:Iteration 24Q (77737.780000 sec): 3 clusters
  Score: Raw -343796.558810 + Penalty 2595.282416 = -341201.276394
  nChanged 12
		SP:Iteration 25Q (77737.970000 sec): 3 clusters
  Score: Raw -343806.070574 + Penalty 2595.282416 = -341210.788158
  nChanged 8
		SP:Iteration 26Q (77738.140000 sec): 3 clusters
  Score: Raw -343810.875880 + Penalty 2595.282416 = -341215.593464
  nChanged 3
		SP:Iteration 27Q (77738.300000 sec): 3 clusters
  Score: Raw -343811.925177 + Penalty 2595.282416 = -341216.642761
  nChanged 3
		SP:Iteration 28Q (77738.490000 sec): 3 clusters
  Score: Raw -343813.833617 + Penalty 2595.282416 = -341218.551201
  nChanged 2
		SP:Iteration 29Q (77738.690000 sec): 3 clusters
  Score: Raw -343814.581702 + Penalty 2595.282416 = -341219.299286
  nChanged 1
		SP:Iteration 30Q (77738.890000 sec): 3 clusters
  Score: Raw -343814.755399 + Penalty 2595.282416 = -341219.472983
  nChanged 0
		SP:Iteration 31F (77739.030000 sec): 3 clusters
  Score: Raw -343814.755399 + Penalty 2595.282416 = -341219.472983
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (2023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77739.130000 sec): 2 clusters
  Score: Raw -227923.193270 + Penalty 1237.004736 = -226686.188534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77739.340000 sec): 3 clusters
  Score: Raw -227116.171916 + Penalty 2474.009472 = -224642.162444
  nChanged 677
		SP:Iteration 1F (77739.480000 sec): 3 clusters
  Score: Raw -227769.810632 + Penalty 2474.009472 = -225295.801160
  nChanged 192
		SP:Iteration 2F (77739.700000 sec): 3 clusters
  Score: Raw -228054.013418 + Penalty 2474.009472 = -225580.003946
  nChanged 149
		SP:Iteration 3F (77739.840000 sec): 3 clusters
  Score: Raw -228193.848640 + Penalty 2474.009472 = -225719.839168
  nChanged 87
		SP:Iteration 4Q (77740.060000 sec): 3 clusters
  Score: Raw -228276.085973 + Penalty 2474.009472 = -225802.076501
  nChanged 78
		SP:Iteration 5Q (77740.220000 sec): 3 clusters
  Score: Raw -228340.335329 + Penalty 2474.009472 = -225866.325857
  nChanged 72
		SP:Iteration 6Q (77740.350000 sec): 3 clusters
  Score: Raw -228405.032732 + Penalty 2474.009472 = -225931.023260
  nChanged 57
		SP:Iteration 7Q (77740.510000 sec): 3 clusters
  Score: Raw -228465.305501 + Penalty 2474.009472 = -225991.296029
  nChanged 65
		SP:Iteration 8Q (77740.690000 sec): 3 clusters
  Score: Raw -228546.413898 + Penalty 2474.009472 = -226072.404426
  nChanged 55
		SP:Iteration 9Q (77740.810000 sec): 3 clusters
  Score: Raw -228609.608444 + Penalty 2474.009472 = -226135.598972
  nChanged 61
		SP:Iteration 10Q (77740.990000 sec): 3 clusters
  Score: Raw -228679.301572 + Penalty 2474.009472 = -226205.292100
  nChanged 59
		SP:Iteration 11Q (77741.160000 sec): 3 clusters
  Score: Raw -228745.033294 + Penalty 2474.009472 = -226271.023821
  nChanged 48
		SP:Iteration 12Q (77741.350000 sec): 3 clusters
  Score: Raw -228799.273783 + Penalty 2474.009472 = -226325.264311
  nChanged 35
		SP:Iteration 13Q (77741.550000 sec): 3 clusters
  Score: Raw -228835.556149 + Penalty 2474.009472 = -226361.546677
  nChanged 24
		SP:Iteration 14Q (77741.700000 sec): 3 clusters
  Score: Raw -228862.259311 + Penalty 2474.009472 = -226388.249839
  nChanged 18
		SP:Iteration 15Q (77741.880000 sec): 3 clusters
  Score: Raw -228887.997685 + Penalty 2474.009472 = -226413.988213
  nChanged 17
		SP:Iteration 16Q (77742.060000 sec): 3 clusters
  Score: Raw -228910.162367 + Penalty 2474.009472 = -226436.152895
  nChanged 20
		SP:Iteration 17Q (77742.230000 sec): 3 clusters
  Score: Raw -228928.565543 + Penalty 2474.009472 = -226454.556071
  nChanged 14
		SP:Iteration 18Q (77742.420000 sec): 3 clusters
  Score: Raw -228940.762979 + Penalty 2474.009472 = -226466.753506
  nChanged 12
		SP:Iteration 19Q (77742.580000 sec): 3 clusters
  Score: Raw -228947.859661 + Penalty 2474.009472 = -226473.850189
  nChanged 5
		SP:Iteration 20F (77742.750000 sec): 3 clusters
  Score: Raw -228951.608789 + Penalty 2474.009472 = -226477.599317
  nChanged 5
		SP:Iteration 21Q (77742.940000 sec): 3 clusters
  Score: Raw -228955.291720 + Penalty 2474.009472 = -226481.282248
  nChanged 5
		SP:Iteration 22Q (77743.110000 sec): 3 clusters
  Score: Raw -228960.317970 + Penalty 2474.009472 = -226486.308498
  nChanged 11
		SP:Iteration 23Q (77743.250000 sec): 3 clusters
  Score: Raw -228975.800881 + Penalty 2474.009472 = -226501.791409
  nChanged 10
		SP:Iteration 24Q (77743.430000 sec): 3 clusters
  Score: Raw -228991.001559 + Penalty 2474.009472 = -226516.992087
  nChanged 4
		SP:Iteration 25Q (77743.590000 sec): 3 clusters
  Score: Raw -228993.844373 + Penalty 2474.009472 = -226519.834901
  nChanged 4
		SP:Iteration 26Q (77743.770000 sec): 3 clusters
  Score: Raw -228997.228477 + Penalty 2474.009472 = -226523.219005
  nChanged 7
		SP:Iteration 27Q (77743.940000 sec): 3 clusters
  Score: Raw -229003.453074 + Penalty 2474.009472 = -226529.443601
  nChanged 9
		SP:Iteration 28Q (77744.120000 sec): 3 clusters
  Score: Raw -229014.178326 + Penalty 2474.009472 = -226540.168854
  nChanged 6
		SP:Iteration 29Q (77744.310000 sec): 3 clusters
  Score: Raw -229018.504198 + Penalty 2474.009472 = -226544.494726
  nChanged 6
		SP:Iteration 30Q (77744.490000 sec): 3 clusters
  Score: Raw -229026.970503 + Penalty 2474.009472 = -226552.961031
  nChanged 9
		SP:Iteration 31Q (77744.660000 sec): 3 clusters
  Score: Raw -229040.364347 + Penalty 2474.009472 = -226566.354875
  nChanged 9
		SP:Iteration 32Q (77744.850000 sec): 3 clusters
  Score: Raw -229050.406535 + Penalty 2474.009472 = -226576.397063
  nChanged 8
		SP:Iteration 33Q (77745.030000 sec): 3 clusters
  Score: Raw -229060.407153 + Penalty 2474.009472 = -226586.397681
  nChanged 3
		SP:Iteration 34Q (77745.220000 sec): 3 clusters
  Score: Raw -229062.054088 + Penalty 2474.009472 = -226588.044616
  nChanged 3
		SP:Iteration 35Q (77745.420000 sec): 3 clusters
  Score: Raw -229063.354052 + Penalty 2474.009472 = -226589.344580
  nChanged 2
		SP:Iteration 36Q (77745.610000 sec): 3 clusters
  Score: Raw -229064.968100 + Penalty 2474.009472 = -226590.958628
  nChanged 0
		SP:Iteration 37F (77745.790000 sec): 3 clusters
  Score: Raw -229064.968100 + Penalty 2474.009472 = -226590.958628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77745.930000 sec): 2 clusters
  Score: Raw -1027908.272582 + Penalty 1474.665438 = -1026433.607145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77746.140000 sec): 3 clusters
  Score: Raw -1022922.680629 + Penalty 2949.330876 = -1019973.349753
  nChanged 3812
		SP:Iteration 1F (77746.360000 sec): 3 clusters
  Score: Raw -1025011.220499 + Penalty 2949.330876 = -1022061.889623
  nChanged 575
		SP:Iteration 2F (77746.550000 sec): 3 clusters
  Score: Raw -1025301.882589 + Penalty 2949.330876 = -1022352.551714
  nChanged 489
		SP:Iteration 3F (77746.780000 sec): 3 clusters
  Score: Raw -1025534.646651 + Penalty 2949.330876 = -1022585.315775
  nChanged 433
		SP:Iteration 4Q (77746.960000 sec): 3 clusters
  Score: Raw -1025776.483111 + Penalty 2949.330876 = -1022827.152236
  nChanged 430
		SP:Iteration 5Q (77747.160000 sec): 3 clusters
  Score: Raw -1026048.754171 + Penalty 2949.330876 = -1023099.423295
  nChanged 462
		SP:Iteration 6F (77747.370000 sec): 3 clusters
  Score: Raw -1026326.611775 + Penalty 2949.330876 = -1023377.280899
  nChanged 437
		SP:Iteration 7F (77747.560000 sec): 3 clusters
  Score: Raw -1026584.181849 + Penalty 2949.330876 = -1023634.850973
  nChanged 393
		SP:Iteration 8Q (77747.750000 sec): 3 clusters
  Score: Raw -1026815.354599 + Penalty 2949.330876 = -1023866.023724
  nChanged 342
		SP:Iteration 9Q (77747.910000 sec): 3 clusters
  Score: Raw -1027040.302534 + Penalty 2949.330876 = -1024090.971659
  nChanged 347
		SP:Iteration 10Q (77748.080000 sec): 3 clusters
  Score: Raw -1027275.907140 + Penalty 2949.330876 = -1024326.576265
  nChanged 316
		SP:Iteration 11Q (77748.300000 sec): 3 clusters
  Score: Raw -1027471.916174 + Penalty 2949.330876 = -1024522.585298
  nChanged 255
		SP:Iteration 12Q (77748.460000 sec): 3 clusters
  Score: Raw -1027611.377114 + Penalty 2949.330876 = -1024662.046239
  nChanged 212
		SP:Iteration 13Q (77748.630000 sec): 3 clusters
  Score: Raw -1027735.954699 + Penalty 2949.330876 = -1024786.623823
  nChanged 186
		SP:Iteration 14Q (77748.820000 sec): 3 clusters
  Score: Raw -1027863.155119 + Penalty 2949.330876 = -1024913.824243
  nChanged 191
		SP:Iteration 15Q (77749.070000 sec): 3 clusters
  Score: Raw -1028011.737463 + Penalty 2949.330876 = -1025062.406587
  nChanged 174
		SP:Iteration 16Q (77749.240000 sec): 3 clusters
  Score: Raw -1028113.489935 + Penalty 2949.330876 = -1025164.159059
  nChanged 137
		SP:Iteration 17Q (77749.490000 sec): 3 clusters
  Score: Raw -1028164.959605 + Penalty 2949.330876 = -1025215.628729
  nChanged 90
		SP:Iteration 18Q (77749.660000 sec): 3 clusters
  Score: Raw -1028192.185661 + Penalty 2949.330876 = -1025242.854785
  nChanged 67
		SP:Iteration 19Q (77749.870000 sec): 3 clusters
  Score: Raw -1028214.001298 + Penalty 2949.330876 = -1025264.670422
  nChanged 60
		SP:Iteration 20F (77750.070000 sec): 3 clusters
  Score: Raw -1028228.375986 + Penalty 2949.330876 = -1025279.045111
  nChanged 43
		SP:Iteration 21Q (77750.290000 sec): 3 clusters
  Score: Raw -1028237.960980 + Penalty 2949.330876 = -1025288.630104
  nChanged 34
		SP:Iteration 22Q (77750.470000 sec): 3 clusters
  Score: Raw -1028246.566874 + Penalty 2949.330876 = -1025297.235999
  nChanged 33
		SP:Iteration 23Q (77750.670000 sec): 3 clusters
  Score: Raw -1028253.446544 + Penalty 2949.330876 = -1025304.115668
  nChanged 28
		SP:Iteration 24Q (77750.900000 sec): 3 clusters
  Score: Raw -1028259.060283 + Penalty 2949.330876 = -1025309.729407
  nChanged 14
		SP:Iteration 25Q (77751.090000 sec): 3 clusters
  Score: Raw -1028261.598899 + Penalty 2949.330876 = -1025312.268023
  nChanged 16
		SP:Iteration 26Q (77751.310000 sec): 3 clusters
  Score: Raw -1028264.550357 + Penalty 2949.330876 = -1025315.219481
  nChanged 15
		SP:Iteration 27Q (77751.490000 sec): 3 clusters
  Score: Raw -1028267.006959 + Penalty 2949.330876 = -1025317.676083
  nChanged 17
		SP:Iteration 28Q (77751.700000 sec): 3 clusters
  Score: Raw -1028269.888320 + Penalty 2949.330876 = -1025320.557444
  nChanged 12
		SP:Iteration 29Q (77751.880000 sec): 3 clusters
  Score: Raw -1028272.557632 + Penalty 2949.330876 = -1025323.226757
  nChanged 18
		SP:Iteration 30Q (77752.120000 sec): 3 clusters
  Score: Raw -1028276.616616 + Penalty 2949.330876 = -1025327.285740
  nChanged 21
		SP:Iteration 31Q (77752.300000 sec): 3 clusters
  Score: Raw -1028280.860010 + Penalty 2949.330876 = -1025331.529135
  nChanged 20
		SP:Iteration 32Q (77752.550000 sec): 3 clusters
  Score: Raw -1028284.803442 + Penalty 2949.330876 = -1025335.472566
  nChanged 24
		SP:Iteration 33Q (77752.750000 sec): 3 clusters
  Score: Raw -1028288.777167 + Penalty 2949.330876 = -1025339.446291
  nChanged 18
		SP:Iteration 34Q (77752.960000 sec): 3 clusters
  Score: Raw -1028293.108568 + Penalty 2949.330876 = -1025343.777693
  nChanged 25
		SP:Iteration 35Q (77753.150000 sec): 3 clusters
  Score: Raw -1028298.623052 + Penalty 2949.330876 = -1025349.292177
  nChanged 24
		SP:Iteration 36Q (77753.390000 sec): 3 clusters
  Score: Raw -1028302.974770 + Penalty 2949.330876 = -1025353.643895
  nChanged 23
		SP:Iteration 37Q (77753.580000 sec): 3 clusters
  Score: Raw -1028306.486874 + Penalty 2949.330876 = -1025357.155998
  nChanged 16
		SP:Iteration 38Q (77753.790000 sec): 3 clusters
  Score: Raw -1028310.008040 + Penalty 2949.330876 = -1025360.677164
  nChanged 21
		SP:Iteration 39Q (77753.990000 sec): 3 clusters
  Score: Raw -1028314.611176 + Penalty 2949.330876 = -1025365.280301
  nChanged 23
		SP:Iteration 40F (77754.210000 sec): 3 clusters
  Score: Raw -1028318.860649 + Penalty 2949.330876 = -1025369.529774
  nChanged 13
		SP:Iteration 41Q (77754.430000 sec): 3 clusters
  Score: Raw -1028322.398915 + Penalty 2949.330876 = -1025373.068040
  nChanged 13
		SP:Iteration 42Q (77754.640000 sec): 3 clusters
  Score: Raw -1028325.639647 + Penalty 2949.330876 = -1025376.308771
  nChanged 22
		SP:Iteration 43Q (77754.840000 sec): 3 clusters
  Score: Raw -1028329.997076 + Penalty 2949.330876 = -1025380.666200
  nChanged 20
		SP:Iteration 44Q (77755.010000 sec): 3 clusters
  Score: Raw -1028333.824160 + Penalty 2949.330876 = -1025384.493284
  nChanged 15
		SP:Iteration 45Q (77755.170000 sec): 3 clusters
  Score: Raw -1028337.017451 + Penalty 2949.330876 = -1025387.686576
  nChanged 7
		SP:Iteration 46Q (77755.360000 sec): 3 clusters
  Score: Raw -1028338.431134 + Penalty 2949.330876 = -1025389.100259
  nChanged 13
		SP:Iteration 47Q (77755.620000 sec): 3 clusters
  Score: Raw -1028340.377652 + Penalty 2949.330876 = -1025391.046776
  nChanged 5
		SP:Iteration 48Q (77755.760000 sec): 3 clusters
  Score: Raw -1028341.219401 + Penalty 2949.330876 = -1025391.888526
  nChanged 2
		SP:Iteration 49Q (77756.020000 sec): 3 clusters
  Score: Raw -1028341.375834 + Penalty 2949.330876 = -1025392.044958
  nChanged 3
		SP:Iteration 50Q (77756.240000 sec): 3 clusters
  Score: Raw -1028341.634422 + Penalty 2949.330876 = -1025392.303547
  nChanged 2
		SP:Iteration 51Q (77756.410000 sec): 3 clusters
  Score: Raw -1028341.899682 + Penalty 2949.330876 = -1025392.568807
  nChanged 3
		SP:Iteration 52Q (77756.630000 sec): 3 clusters
  Score: Raw -1028342.472871 + Penalty 2949.330876 = -1025393.141996
  nChanged 5
		SP:Iteration 53Q (77756.830000 sec): 3 clusters
  Score: Raw -1028343.094424 + Penalty 2949.330876 = -1025393.763549
  nChanged 2
		SP:Iteration 54Q (77757.000000 sec): 3 clusters
  Score: Raw -1028343.404422 + Penalty 2949.330876 = -1025394.073547
  nChanged 1
		SP:Iteration 55Q (77757.230000 sec): 3 clusters
  Score: Raw -1028343.765751 + Penalty 2949.330876 = -1025394.434875
  nChanged 2
		SP:Iteration 56Q (77757.400000 sec): 3 clusters
  Score: Raw -1028344.139789 + Penalty 2949.330876 = -1025394.808913
  nChanged 1
		SP:Iteration 57Q (77757.630000 sec): 3 clusters
  Score: Raw -1028344.371859 + Penalty 2949.330876 = -1025395.040983
  nChanged 0
		SP:Iteration 58F (77757.840000 sec): 3 clusters
  Score: Raw -1028344.371859 + Penalty 2949.330876 = -1025395.040983
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (12926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77757.980000 sec): 2 clusters
  Score: Raw -1422094.580897 + Penalty 1538.386861 = -1420556.194037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77758.180000 sec): 3 clusters
  Score: Raw -1414640.716966 + Penalty 3076.773721 = -1411563.943245
  nChanged 5640
		SP:Iteration 1F (77758.450000 sec): 3 clusters
  Score: Raw -1418160.415949 + Penalty 3076.773721 = -1415083.642227
  nChanged 975
		SP:Iteration 2F (77758.700000 sec): 3 clusters
  Score: Raw -1418762.024959 + Penalty 3076.773721 = -1415685.251238
  nChanged 849
		SP:Iteration 3F (77758.890000 sec): 3 clusters
  Score: Raw -1419263.725559 + Penalty 3076.773721 = -1416186.951838
  nChanged 726
		SP:Iteration 4F (77759.120000 sec): 3 clusters
  Score: Raw -1419709.368357 + Penalty 3076.773721 = -1416632.594636
  nChanged 741
		SP:Iteration 5F (77759.320000 sec): 3 clusters
  Score: Raw -1420248.236317 + Penalty 3076.773721 = -1417171.462596
  nChanged 725
		SP:Iteration 6F (77759.570000 sec): 3 clusters
  Score: Raw -1420780.997318 + Penalty 3076.773721 = -1417704.223597
  nChanged 677
		SP:Iteration 7F (77759.850000 sec): 3 clusters
  Score: Raw -1421217.179047 + Penalty 3076.773721 = -1418140.405325
  nChanged 614
		SP:Iteration 8Q (77760.070000 sec): 3 clusters
  Score: Raw -1421534.237682 + Penalty 3076.773721 = -1418457.463961
  nChanged 462
		SP:Iteration 9Q (77760.280000 sec): 3 clusters
  Score: Raw -1421733.420808 + Penalty 3076.773721 = -1418656.647087
  nChanged 361
		SP:Iteration 10Q (77760.540000 sec): 3 clusters
  Score: Raw -1421880.068692 + Penalty 3076.773721 = -1418803.294971
  nChanged 265
		SP:Iteration 11Q (77760.780000 sec): 3 clusters
  Score: Raw -1421971.402518 + Penalty 3076.773721 = -1418894.628797
  nChanged 229
		SP:Iteration 12Q (77761.020000 sec): 3 clusters
  Score: Raw -1422039.719073 + Penalty 3076.773721 = -1418962.945351
  nChanged 196
		SP:Iteration 13Q (77761.220000 sec): 3 clusters
  Score: Raw -1422095.770419 + Penalty 3076.773721 = -1419018.996697
  nChanged 151
		SP:Iteration 14Q (77761.470000 sec): 3 clusters
  Score: Raw -1422132.832734 + Penalty 3076.773721 = -1419056.059013
  nChanged 124
		SP:Iteration 15Q (77761.690000 sec): 3 clusters
  Score: Raw -1422162.456417 + Penalty 3076.773721 = -1419085.682696
  nChanged 103
		SP:Iteration 16Q (77761.890000 sec): 3 clusters
  Score: Raw -1422188.680499 + Penalty 3076.773721 = -1419111.906777
  nChanged 102
		SP:Iteration 17Q (77762.100000 sec): 3 clusters
  Score: Raw -1422220.992184 + Penalty 3076.773721 = -1419144.218462
  nChanged 129
		SP:Iteration 18Q (77762.320000 sec): 3 clusters
  Score: Raw -1422265.337780 + Penalty 3076.773721 = -1419188.564059
  nChanged 142
		SP:Iteration 19Q (77762.560000 sec): 3 clusters
  Score: Raw -1422310.851961 + Penalty 3076.773721 = -1419234.078240
  nChanged 138
		SP:Iteration 20F (77762.820000 sec): 3 clusters
  Score: Raw -1422351.345029 + Penalty 3076.773721 = -1419274.571307
  nChanged 131
		SP:Iteration 21Q (77763.030000 sec): 3 clusters
  Score: Raw -1422390.189262 + Penalty 3076.773721 = -1419313.415541
  nChanged 123
		SP:Iteration 22Q (77763.270000 sec): 3 clusters
  Score: Raw -1422423.070250 + Penalty 3076.773721 = -1419346.296529
  nChanged 115
		SP:Iteration 23Q (77763.540000 sec): 3 clusters
  Score: Raw -1422457.205315 + Penalty 3076.773721 = -1419380.431594
  nChanged 103
		SP:Iteration 24Q (77763.750000 sec): 3 clusters
  Score: Raw -1422485.183894 + Penalty 3076.773721 = -1419408.410172
  nChanged 106
		SP:Iteration 25Q (77763.960000 sec): 3 clusters
  Score: Raw -1422514.977086 + Penalty 3076.773721 = -1419438.203365
  nChanged 102
		SP:Iteration 26Q (77764.230000 sec): 3 clusters
  Score: Raw -1422541.611770 + Penalty 3076.773721 = -1419464.838049
  nChanged 86
		SP:Iteration 27Q (77764.430000 sec): 3 clusters
  Score: Raw -1422558.322221 + Penalty 3076.773721 = -1419481.548499
  nChanged 80
		SP:Iteration 28Q (77764.660000 sec): 3 clusters
  Score: Raw -1422574.482176 + Penalty 3076.773721 = -1419497.708455
  nChanged 70
		SP:Iteration 29Q (77764.910000 sec): 3 clusters
  Score: Raw -1422589.297446 + Penalty 3076.773721 = -1419512.523725
  nChanged 70
		SP:Iteration 30Q (77765.130000 sec): 3 clusters
  Score: Raw -1422603.008650 + Penalty 3076.773721 = -1419526.234929
  nChanged 73
		SP:Iteration 31Q (77765.350000 sec): 3 clusters
  Score: Raw -1422617.006876 + Penalty 3076.773721 = -1419540.233155
  nChanged 62
		SP:Iteration 32Q (77765.550000 sec): 3 clusters
  Score: Raw -1422628.252171 + Penalty 3076.773721 = -1419551.478450
  nChanged 65
		SP:Iteration 33Q (77765.790000 sec): 3 clusters
  Score: Raw -1422639.051520 + Penalty 3076.773721 = -1419562.277799
  nChanged 58
		SP:Iteration 34Q (77766.020000 sec): 3 clusters
  Score: Raw -1422648.898931 + Penalty 3076.773721 = -1419572.125209
  nChanged 47
		SP:Iteration 35Q (77766.280000 sec): 3 clusters
  Score: Raw -1422656.231278 + Penalty 3076.773721 = -1419579.457556
  nChanged 48
		SP:Iteration 36Q (77766.510000 sec): 3 clusters
  Score: Raw -1422663.854841 + Penalty 3076.773721 = -1419587.081120
  nChanged 53
		SP:Iteration 37Q (77766.690000 sec): 3 clusters
  Score: Raw -1422672.810551 + Penalty 3076.773721 = -1419596.036830
  nChanged 53
		SP:Iteration 38Q (77766.950000 sec): 3 clusters
  Score: Raw -1422682.820101 + Penalty 3076.773721 = -1419606.046380
  nChanged 54
		SP:Iteration 39Q (77767.150000 sec): 3 clusters
  Score: Raw -1422692.856696 + Penalty 3076.773721 = -1419616.082975
  nChanged 69
		SP:Iteration 40F (77767.390000 sec): 3 clusters
  Score: Raw -1422705.989586 + Penalty 3076.773721 = -1419629.215865
  nChanged 76
		SP:Iteration 41Q (77767.580000 sec): 3 clusters
  Score: Raw -1422719.716372 + Penalty 3076.773721 = -1419642.942651
  nChanged 71
		SP:Iteration 42Q (77767.830000 sec): 3 clusters
  Score: Raw -1422731.491827 + Penalty 3076.773721 = -1419654.718105
  nChanged 67
		SP:Iteration 43Q (77768.060000 sec): 3 clusters
  Score: Raw -1422743.017552 + Penalty 3076.773721 = -1419666.243831
  nChanged 66
		SP:Iteration 44Q (77768.270000 sec): 3 clusters
  Score: Raw -1422755.260140 + Penalty 3076.773721 = -1419678.486419
  nChanged 69
		SP:Iteration 45Q (77768.490000 sec): 3 clusters
  Score: Raw -1422769.037275 + Penalty 3076.773721 = -1419692.263554
  nChanged 64
		SP:Iteration 46Q (77768.730000 sec): 3 clusters
  Score: Raw -1422780.927175 + Penalty 3076.773721 = -1419704.153454
  nChanged 62
		SP:Iteration 47Q (77768.930000 sec): 3 clusters
  Score: Raw -1422791.477705 + Penalty 3076.773721 = -1419714.703983
  nChanged 65
		SP:Iteration 48Q (77769.180000 sec): 3 clusters
  Score: Raw -1422803.544129 + Penalty 3076.773721 = -1419726.770408
  nChanged 71
		SP:Iteration 49Q (77769.380000 sec): 3 clusters
  Score: Raw -1422816.598883 + Penalty 3076.773721 = -1419739.825161
  nChanged 72
		SP:Iteration 50Q (77769.610000 sec): 3 clusters
  Score: Raw -1422828.833495 + Penalty 3076.773721 = -1419752.059774
  nChanged 66
		SP:Iteration 51Q (77769.830000 sec): 3 clusters
  Score: Raw -1422840.378417 + Penalty 3076.773721 = -1419763.604695
  nChanged 63
		SP:Iteration 52Q (77770.090000 sec): 3 clusters
  Score: Raw -1422852.366432 + Penalty 3076.773721 = -1419775.592711
  nChanged 70
		SP:Iteration 53Q (77770.310000 sec): 3 clusters
  Score: Raw -1422865.688313 + Penalty 3076.773721 = -1419788.914592
  nChanged 70
		SP:Iteration 54Q (77770.560000 sec): 3 clusters
  Score: Raw -1422880.340891 + Penalty 3076.773721 = -1419803.567170
  nChanged 70
		SP:Iteration 55Q (77770.790000 sec): 3 clusters
  Score: Raw -1422895.750740 + Penalty 3076.773721 = -1419818.977018
  nChanged 73
		SP:Iteration 56Q (77771.000000 sec): 3 clusters
  Score: Raw -1422913.199390 + Penalty 3076.773721 = -1419836.425669
  nChanged 72
		SP:Iteration 57Q (77771.200000 sec): 3 clusters
  Score: Raw -1422930.974688 + Penalty 3076.773721 = -1419854.200967
  nChanged 67
		SP:Iteration 58Q (77771.410000 sec): 3 clusters
  Score: Raw -1422946.491292 + Penalty 3076.773721 = -1419869.717571
  nChanged 69
		SP:Iteration 59Q (77771.630000 sec): 3 clusters
  Score: Raw -1422962.771489 + Penalty 3076.773721 = -1419885.997768
  nChanged 67
		SP:Iteration 60F (77771.840000 sec): 3 clusters
  Score: Raw -1422978.592778 + Penalty 3076.773721 = -1419901.819056
  nChanged 67
		SP:Iteration 61Q (77772.070000 sec): 3 clusters
  Score: Raw -1422993.248711 + Penalty 3076.773721 = -1419916.474989
  nChanged 76
		SP:Iteration 62Q (77772.340000 sec): 3 clusters
  Score: Raw -1423012.732875 + Penalty 3076.773721 = -1419935.959154
  nChanged 77
		SP:Iteration 63Q (77772.590000 sec): 3 clusters
  Score: Raw -1423029.529600 + Penalty 3076.773721 = -1419952.755879
  nChanged 65
		SP:Iteration 64Q (77772.830000 sec): 3 clusters
  Score: Raw -1423043.296948 + Penalty 3076.773721 = -1419966.523226
  nChanged 56
		SP:Iteration 65Q (77773.050000 sec): 3 clusters
  Score: Raw -1423055.222863 + Penalty 3076.773721 = -1419978.449142
  nChanged 53
		SP:Iteration 66Q (77773.280000 sec): 3 clusters
  Score: Raw -1423064.778708 + Penalty 3076.773721 = -1419988.004987
  nChanged 40
		SP:Iteration 67Q (77773.530000 sec): 3 clusters
  Score: Raw -1423070.371793 + Penalty 3076.773721 = -1419993.598072
  nChanged 38
		SP:Iteration 68Q (77773.750000 sec): 3 clusters
  Score: Raw -1423077.306025 + Penalty 3076.773721 = -1420000.532304
  nChanged 41
		SP:Iteration 69Q (77773.990000 sec): 3 clusters
  Score: Raw -1423084.683359 + Penalty 3076.773721 = -1420007.909637
  nChanged 39
		SP:Iteration 70Q (77774.190000 sec): 3 clusters
  Score: Raw -1423090.543179 + Penalty 3076.773721 = -1420013.769457
  nChanged 35
		SP:Iteration 71Q (77774.440000 sec): 3 clusters
  Score: Raw -1423096.648703 + Penalty 3076.773721 = -1420019.874981
  nChanged 38
		SP:Iteration 72Q (77774.680000 sec): 3 clusters
  Score: Raw -1423103.271688 + Penalty 3076.773721 = -1420026.497967
  nChanged 26
		SP:Iteration 73Q (77774.880000 sec): 3 clusters
  Score: Raw -1423107.738435 + Penalty 3076.773721 = -1420030.964714
  nChanged 34
		SP:Iteration 74Q (77775.060000 sec): 3 clusters
  Score: Raw -1423114.593079 + Penalty 3076.773721 = -1420037.819357
  nChanged 28
		SP:Iteration 75Q (77775.310000 sec): 3 clusters
  Score: Raw -1423118.907137 + Penalty 3076.773721 = -1420042.133416
  nChanged 20
		SP:Iteration 76Q (77775.500000 sec): 3 clusters
  Score: Raw -1423120.984392 + Penalty 3076.773721 = -1420044.210671
  nChanged 19
		SP:Iteration 77Q (77775.730000 sec): 3 clusters
  Score: Raw -1423123.334181 + Penalty 3076.773721 = -1420046.560460
  nChanged 17
		SP:Iteration 78Q (77775.970000 sec): 3 clusters
  Score: Raw -1423126.115793 + Penalty 3076.773721 = -1420049.342072
  nChanged 17
		SP:Iteration 79Q (77776.220000 sec): 3 clusters
  Score: Raw -1423127.999547 + Penalty 3076.773721 = -1420051.225826
  nChanged 10
		SP:Iteration 80F (77776.420000 sec): 3 clusters
  Score: Raw -1423129.685029 + Penalty 3076.773721 = -1420052.911308
  nChanged 11
		SP:Iteration 81Q (77776.650000 sec): 3 clusters
  Score: Raw -1423131.433458 + Penalty 3076.773721 = -1420054.659736
  nChanged 11
		SP:Iteration 82Q (77776.870000 sec): 3 clusters
  Score: Raw -1423132.918571 + Penalty 3076.773721 = -1420056.144849
  nChanged 16
		SP:Iteration 83Q (77777.100000 sec): 3 clusters
  Score: Raw -1423135.461492 + Penalty 3076.773721 = -1420058.687771
  nChanged 10
		SP:Iteration 84Q (77777.340000 sec): 3 clusters
  Score: Raw -1423136.757846 + Penalty 3076.773721 = -1420059.984124
  nChanged 8
		SP:Iteration 85Q (77777.540000 sec): 3 clusters
  Score: Raw -1423137.591170 + Penalty 3076.773721 = -1420060.817448
  nChanged 6
		SP:Iteration 86Q (77777.810000 sec): 3 clusters
  Score: Raw -1423138.047178 + Penalty 3076.773721 = -1420061.273456
  nChanged 3
		SP:Iteration 87Q (77778.000000 sec): 3 clusters
  Score: Raw -1423138.314703 + Penalty 3076.773721 = -1420061.540982
  nChanged 3
		SP:Iteration 88Q (77778.250000 sec): 3 clusters
  Score: Raw -1423138.464768 + Penalty 3076.773721 = -1420061.691047
  nChanged 1
		SP:Iteration 89Q (77778.460000 sec): 3 clusters
  Score: Raw -1423138.596020 + Penalty 3076.773721 = -1420061.822299
  nChanged 2
		SP:Iteration 90Q (77778.710000 sec): 3 clusters
  Score: Raw -1423138.885780 + Penalty 3076.773721 = -1420062.112058
  nChanged 2
		SP:Iteration 91Q (77778.910000 sec): 3 clusters
  Score: Raw -1423139.057033 + Penalty 3076.773721 = -1420062.283312
  nChanged 1
		SP:Iteration 92Q (77779.140000 sec): 3 clusters
  Score: Raw -1423139.226817 + Penalty 3076.773721 = -1420062.453095
  nChanged 0
		SP:Iteration 93F (77779.420000 sec): 3 clusters
  Score: Raw -1423139.226817 + Penalty 3076.773721 = -1420062.453095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77779.520000 sec): 2 clusters
  Score: Raw -1576987.270964 + Penalty 1543.631645 = -1575443.639318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77779.770000 sec): 3 clusters
  Score: Raw -1569194.506780 + Penalty 3087.263291 = -1566107.243489
  nChanged 5956
		SP:Iteration 1F (77780.050000 sec): 3 clusters
  Score: Raw -1572487.380179 + Penalty 3087.263291 = -1569400.116888
  nChanged 833
		SP:Iteration 2F (77780.220000 sec): 3 clusters
  Score: Raw -1572883.644842 + Penalty 3087.263291 = -1569796.381552
  nChanged 803
		SP:Iteration 3F (77780.480000 sec): 3 clusters
  Score: Raw -1573299.195475 + Penalty 3087.263291 = -1570211.932184
  nChanged 840
		SP:Iteration 4F (77780.660000 sec): 3 clusters
  Score: Raw -1573805.341997 + Penalty 3087.263291 = -1570718.078707
  nChanged 866
		SP:Iteration 5F (77780.890000 sec): 3 clusters
  Score: Raw -1574357.985818 + Penalty 3087.263291 = -1571270.722527
  nChanged 822
		SP:Iteration 6F (77781.150000 sec): 3 clusters
  Score: Raw -1574835.560763 + Penalty 3087.263291 = -1571748.297472
  nChanged 649
		SP:Iteration 7Q (77781.350000 sec): 3 clusters
  Score: Raw -1575178.167019 + Penalty 3087.263291 = -1572090.903728
  nChanged 517
		SP:Iteration 8Q (77781.590000 sec): 3 clusters
  Score: Raw -1575420.328807 + Penalty 3087.263291 = -1572333.065516
  nChanged 405
		SP:Iteration 9Q (77781.820000 sec): 3 clusters
  Score: Raw -1575602.002737 + Penalty 3087.263291 = -1572514.739446
  nChanged 306
		SP:Iteration 10Q (77782.080000 sec): 3 clusters
  Score: Raw -1575725.571739 + Penalty 3087.263291 = -1572638.308448
  nChanged 278
		SP:Iteration 11Q (77782.310000 sec): 3 clusters
  Score: Raw -1575862.400934 + Penalty 3087.263291 = -1572775.137643
  nChanged 254
		SP:Iteration 12Q (77782.560000 sec): 3 clusters
  Score: Raw -1575985.415656 + Penalty 3087.263291 = -1572898.152365
  nChanged 243
		SP:Iteration 13Q (77782.750000 sec): 3 clusters
  Score: Raw -1576098.888295 + Penalty 3087.263291 = -1573011.625005
  nChanged 211
		SP:Iteration 14Q (77783.000000 sec): 3 clusters
  Score: Raw -1576190.824334 + Penalty 3087.263291 = -1573103.561044
  nChanged 197
		SP:Iteration 15Q (77783.220000 sec): 3 clusters
  Score: Raw -1576278.820850 + Penalty 3087.263291 = -1573191.557560
  nChanged 190
		SP:Iteration 16Q (77783.460000 sec): 3 clusters
  Score: Raw -1576373.025976 + Penalty 3087.263291 = -1573285.762686
  nChanged 179
		SP:Iteration 17Q (77783.660000 sec): 3 clusters
  Score: Raw -1576457.065951 + Penalty 3087.263291 = -1573369.802660
  nChanged 155
		SP:Iteration 18Q (77783.900000 sec): 3 clusters
  Score: Raw -1576517.146185 + Penalty 3087.263291 = -1573429.882895
  nChanged 118
		SP:Iteration 19Q (77784.160000 sec): 3 clusters
  Score: Raw -1576559.733593 + Penalty 3087.263291 = -1573472.470302
  nChanged 115
		SP:Iteration 20F (77784.380000 sec): 3 clusters
  Score: Raw -1576608.944937 + Penalty 3087.263291 = -1573521.681646
  nChanged 111
		SP:Iteration 21Q (77784.600000 sec): 3 clusters
  Score: Raw -1576657.536287 + Penalty 3087.263291 = -1573570.272997
  nChanged 120
		SP:Iteration 22Q (77784.800000 sec): 3 clusters
  Score: Raw -1576719.094154 + Penalty 3087.263291 = -1573631.830863
  nChanged 130
		SP:Iteration 23Q (77785.030000 sec): 3 clusters
  Score: Raw -1576789.876206 + Penalty 3087.263291 = -1573702.612915
  nChanged 125
		SP:Iteration 24Q (77785.270000 sec): 3 clusters
  Score: Raw -1576867.365035 + Penalty 3087.263291 = -1573780.101744
  nChanged 114
		SP:Iteration 25Q (77785.460000 sec): 3 clusters
  Score: Raw -1576932.308564 + Penalty 3087.263291 = -1573845.045273
  nChanged 91
		SP:Iteration 26Q (77785.740000 sec): 3 clusters
  Score: Raw -1576978.428591 + Penalty 3087.263291 = -1573891.165301
  nChanged 81
		SP:Iteration 27Q (77785.980000 sec): 3 clusters
  Score: Raw -1577020.347084 + Penalty 3087.263291 = -1573933.083794
  nChanged 60
		SP:Iteration 28Q (77786.190000 sec): 3 clusters
  Score: Raw -1577049.150995 + Penalty 3087.263291 = -1573961.887704
  nChanged 59
		SP:Iteration 29Q (77786.430000 sec): 3 clusters
  Score: Raw -1577083.839182 + Penalty 3087.263291 = -1573996.575891
  nChanged 51
		SP:Iteration 30Q (77786.650000 sec): 3 clusters
  Score: Raw -1577115.554309 + Penalty 3087.263291 = -1574028.291019
  nChanged 45
		SP:Iteration 31Q (77786.840000 sec): 3 clusters
  Score: Raw -1577144.687405 + Penalty 3087.263291 = -1574057.424114
  nChanged 37
		SP:Iteration 32Q (77787.090000 sec): 3 clusters
  Score: Raw -1577168.837009 + Penalty 3087.263291 = -1574081.573718
  nChanged 36
		SP:Iteration 33Q (77787.300000 sec): 3 clusters
  Score: Raw -1577189.981268 + Penalty 3087.263291 = -1574102.717977
  nChanged 23
		SP:Iteration 34Q (77787.540000 sec): 3 clusters
  Score: Raw -1577200.367036 + Penalty 3087.263291 = -1574113.103745
  nChanged 12
		SP:Iteration 35Q (77787.770000 sec): 3 clusters
  Score: Raw -1577206.322955 + Penalty 3087.263291 = -1574119.059664
  nChanged 14
		SP:Iteration 36Q (77787.980000 sec): 3 clusters
  Score: Raw -1577214.451234 + Penalty 3087.263291 = -1574127.187943
  nChanged 11
		SP:Iteration 37Q (77788.180000 sec): 3 clusters
  Score: Raw -1577219.356679 + Penalty 3087.263291 = -1574132.093389
  nChanged 6
		SP:Iteration 38Q (77788.420000 sec): 3 clusters
  Score: Raw -1577221.814765 + Penalty 3087.263291 = -1574134.551474
  nChanged 3
		SP:Iteration 39Q (77788.620000 sec): 3 clusters
  Score: Raw -1577223.431551 + Penalty 3087.263291 = -1574136.168260
  nChanged 5
		SP:Iteration 40F (77788.860000 sec): 3 clusters
  Score: Raw -1577227.593685 + Penalty 3087.263291 = -1574140.330395
  nChanged 7
		SP:Iteration 41Q (77789.120000 sec): 3 clusters
  Score: Raw -1577230.752117 + Penalty 3087.263291 = -1574143.488826
  nChanged 7
		SP:Iteration 42Q (77789.310000 sec): 3 clusters
  Score: Raw -1577236.240331 + Penalty 3087.263291 = -1574148.977040
  nChanged 9
		SP:Iteration 43Q (77789.510000 sec): 3 clusters
  Score: Raw -1577240.571544 + Penalty 3087.263291 = -1574153.308253
  nChanged 7
		SP:Iteration 44Q (77789.700000 sec): 3 clusters
  Score: Raw -1577244.325981 + Penalty 3087.263291 = -1574157.062690
  nChanged 5
		SP:Iteration 45Q (77789.940000 sec): 3 clusters
  Score: Raw -1577246.938833 + Penalty 3087.263291 = -1574159.675542
  nChanged 3
		SP:Iteration 46Q (77790.190000 sec): 3 clusters
  Score: Raw -1577248.074293 + Penalty 3087.263291 = -1574160.811002
  nChanged 2
		SP:Iteration 47Q (77790.390000 sec): 3 clusters
  Score: Raw -1577249.165611 + Penalty 3087.263291 = -1574161.902321
  nChanged 1
		SP:Iteration 48Q (77790.600000 sec): 3 clusters
  Score: Raw -1577249.422509 + Penalty 3087.263291 = -1574162.159218
  nChanged 1
		SP:Iteration 49Q (77790.820000 sec): 3 clusters
  Score: Raw -1577249.588350 + Penalty 3087.263291 = -1574162.325059
  nChanged 0
		SP:Iteration 50F (77791.080000 sec): 3 clusters
  Score: Raw -1577249.588350 + Penalty 3087.263291 = -1574162.325059
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (22900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77791.240000 sec): 2 clusters
  Score: Raw -2660624.877156 + Penalty 1631.319981 = -2658993.557175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77791.540000 sec): 3 clusters
  Score: Raw -2646751.899772 + Penalty 3262.639962 = -2643489.259810
  nChanged 10400
		SP:Iteration 1F (77791.830000 sec): 3 clusters
  Score: Raw -2652733.484010 + Penalty 3262.639962 = -2649470.844049
  nChanged 1316
		SP:Iteration 2F (77792.160000 sec): 3 clusters
  Score: Raw -2653359.558842 + Penalty 3262.639962 = -2650096.918881
  nChanged 1307
		SP:Iteration 3F (77792.450000 sec): 3 clusters
  Score: Raw -2654018.833203 + Penalty 3262.639962 = -2650756.193241
  nChanged 1269
		SP:Iteration 4F (77792.730000 sec): 3 clusters
  Score: Raw -2654725.951390 + Penalty 3262.639962 = -2651463.311429
  nChanged 1246
		SP:Iteration 5F (77793.050000 sec): 3 clusters
  Score: Raw -2655467.362969 + Penalty 3262.639962 = -2652204.723007
  nChanged 1244
		SP:Iteration 6F (77793.320000 sec): 3 clusters
  Score: Raw -2656221.830545 + Penalty 3262.639962 = -2652959.190583
  nChanged 1164
		SP:Iteration 7F (77793.610000 sec): 3 clusters
  Score: Raw -2656899.277570 + Penalty 3262.639962 = -2653636.637608
  nChanged 953
		SP:Iteration 8Q (77793.930000 sec): 3 clusters
  Score: Raw -2657403.921007 + Penalty 3262.639962 = -2654141.281045
  nChanged 747
		SP:Iteration 9Q (77794.210000 sec): 3 clusters
  Score: Raw -2657760.757298 + Penalty 3262.639962 = -2654498.117336
  nChanged 574
		SP:Iteration 10Q (77794.470000 sec): 3 clusters
  Score: Raw -2657981.735601 + Penalty 3262.639962 = -2654719.095640
  nChanged 458
		SP:Iteration 11Q (77794.750000 sec): 3 clusters
  Score: Raw -2658153.778656 + Penalty 3262.639962 = -2654891.138694
  nChanged 387
		SP:Iteration 12Q (77795.070000 sec): 3 clusters
  Score: Raw -2658286.363707 + Penalty 3262.639962 = -2655023.723745
  nChanged 355
		SP:Iteration 13Q (77795.320000 sec): 3 clusters
  Score: Raw -2658402.133247 + Penalty 3262.639962 = -2655139.493286
  nChanged 358
		SP:Iteration 14Q (77795.600000 sec): 3 clusters
  Score: Raw -2658523.379077 + Penalty 3262.639962 = -2655260.739116
  nChanged 321
		SP:Iteration 15Q (77795.840000 sec): 3 clusters
  Score: Raw -2658639.720199 + Penalty 3262.639962 = -2655377.080238
  nChanged 327
		SP:Iteration 16Q (77796.110000 sec): 3 clusters
  Score: Raw -2658772.776053 + Penalty 3262.639962 = -2655510.136091
  nChanged 360
		SP:Iteration 17Q (77796.390000 sec): 3 clusters
  Score: Raw -2658925.453628 + Penalty 3262.639962 = -2655662.813666
  nChanged 329
		SP:Iteration 18Q (77796.690000 sec): 3 clusters
  Score: Raw -2659059.339767 + Penalty 3262.639962 = -2655796.699805
  nChanged 296
		SP:Iteration 19Q (77796.950000 sec): 3 clusters
  Score: Raw -2659175.756918 + Penalty 3262.639962 = -2655913.116956
  nChanged 301
		SP:Iteration 20F (77797.260000 sec): 3 clusters
  Score: Raw -2659306.142349 + Penalty 3262.639962 = -2656043.502388
  nChanged 304
		SP:Iteration 21Q (77797.500000 sec): 3 clusters
  Score: Raw -2659453.035727 + Penalty 3262.639962 = -2656190.395765
  nChanged 307
		SP:Iteration 22Q (77797.750000 sec): 3 clusters
  Score: Raw -2659605.176472 + Penalty 3262.639962 = -2656342.536510
  nChanged 296
		SP:Iteration 23Q (77798.050000 sec): 3 clusters
  Score: Raw -2659745.335103 + Penalty 3262.639962 = -2656482.695142
  nChanged 258
		SP:Iteration 24Q (77798.320000 sec): 3 clusters
  Score: Raw -2659876.856925 + Penalty 3262.639962 = -2656614.216964
  nChanged 254
		SP:Iteration 25Q (77798.570000 sec): 3 clusters
  Score: Raw -2659983.721182 + Penalty 3262.639962 = -2656721.081221
  nChanged 202
		SP:Iteration 26Q (77798.830000 sec): 3 clusters
  Score: Raw -2660055.718475 + Penalty 3262.639962 = -2656793.078513
  nChanged 164
		SP:Iteration 27Q (77799.160000 sec): 3 clusters
  Score: Raw -2660109.501394 + Penalty 3262.639962 = -2656846.861432
  nChanged 158
		SP:Iteration 28Q (77799.390000 sec): 3 clusters
  Score: Raw -2660160.055768 + Penalty 3262.639962 = -2656897.415806
  nChanged 147
		SP:Iteration 29Q (77799.630000 sec): 3 clusters
  Score: Raw -2660207.086771 + Penalty 3262.639962 = -2656944.446809
  nChanged 131
		SP:Iteration 30Q (77799.950000 sec): 3 clusters
  Score: Raw -2660248.174483 + Penalty 3262.639962 = -2656985.534521
  nChanged 117
		SP:Iteration 31Q (77800.180000 sec): 3 clusters
  Score: Raw -2660282.968198 + Penalty 3262.639962 = -2657020.328237
  nChanged 108
		SP:Iteration 32Q (77800.430000 sec): 3 clusters
  Score: Raw -2660312.538971 + Penalty 3262.639962 = -2657049.899010
  nChanged 95
		SP:Iteration 33Q (77800.660000 sec): 3 clusters
  Score: Raw -2660337.755068 + Penalty 3262.639962 = -2657075.115107
  nChanged 78
		SP:Iteration 34Q (77800.980000 sec): 3 clusters
  Score: Raw -2660356.880425 + Penalty 3262.639962 = -2657094.240463
  nChanged 69
		SP:Iteration 35Q (77801.200000 sec): 3 clusters
  Score: Raw -2660372.819505 + Penalty 3262.639962 = -2657110.179543
  nChanged 70
		SP:Iteration 36Q (77801.470000 sec): 3 clusters
  Score: Raw -2660386.339861 + Penalty 3262.639962 = -2657123.699899
  nChanged 54
		SP:Iteration 37Q (77801.720000 sec): 3 clusters
  Score: Raw -2660396.478745 + Penalty 3262.639962 = -2657133.838784
  nChanged 53
		SP:Iteration 38Q (77802.030000 sec): 3 clusters
  Score: Raw -2660407.472302 + Penalty 3262.639962 = -2657144.832341
  nChanged 50
		SP:Iteration 39Q (77802.250000 sec): 3 clusters
  Score: Raw -2660416.802997 + Penalty 3262.639962 = -2657154.163036
  nChanged 35
		SP:Iteration 40F (77802.560000 sec): 3 clusters
  Score: Raw -2660422.379405 + Penalty 3262.639962 = -2657159.739443
  nChanged 34
		SP:Iteration 41Q (77802.830000 sec): 3 clusters
  Score: Raw -2660427.793502 + Penalty 3262.639962 = -2657165.153540
  nChanged 40
		SP:Iteration 42Q (77803.080000 sec): 3 clusters
  Score: Raw -2660436.056152 + Penalty 3262.639962 = -2657173.416190
  nChanged 47
		SP:Iteration 43Q (77803.320000 sec): 3 clusters
  Score: Raw -2660444.896744 + Penalty 3262.639962 = -2657182.256783
  nChanged 42
		SP:Iteration 44Q (77803.580000 sec): 3 clusters
  Score: Raw -2660453.760151 + Penalty 3262.639962 = -2657191.120189
  nChanged 49
		SP:Iteration 45Q (77803.800000 sec): 3 clusters
  Score: Raw -2660464.696180 + Penalty 3262.639962 = -2657202.056219
  nChanged 50
		SP:Iteration 46Q (77804.100000 sec): 3 clusters
  Score: Raw -2660476.270933 + Penalty 3262.639962 = -2657213.630972
  nChanged 52
		SP:Iteration 47Q (77804.350000 sec): 3 clusters
  Score: Raw -2660489.109243 + Penalty 3262.639962 = -2657226.469282
  nChanged 40
		SP:Iteration 48Q (77804.610000 sec): 3 clusters
  Score: Raw -2660499.219459 + Penalty 3262.639962 = -2657236.579498
  nChanged 48
		SP:Iteration 49Q (77804.880000 sec): 3 clusters
  Score: Raw -2660509.397036 + Penalty 3262.639962 = -2657246.757074
  nChanged 41
		SP:Iteration 50Q (77805.130000 sec): 3 clusters
  Score: Raw -2660516.724764 + Penalty 3262.639962 = -2657254.084803
  nChanged 43
		SP:Iteration 51Q (77805.410000 sec): 3 clusters
  Score: Raw -2660526.029502 + Penalty 3262.639962 = -2657263.389541
  nChanged 46
		SP:Iteration 52Q (77805.640000 sec): 3 clusters
  Score: Raw -2660534.633527 + Penalty 3262.639962 = -2657271.993565
  nChanged 45
		SP:Iteration 53Q (77805.940000 sec): 3 clusters
  Score: Raw -2660543.766122 + Penalty 3262.639962 = -2657281.126160
  nChanged 37
		SP:Iteration 54Q (77806.190000 sec): 3 clusters
  Score: Raw -2660550.793902 + Penalty 3262.639962 = -2657288.153940
  nChanged 29
		SP:Iteration 55Q (77806.430000 sec): 3 clusters
  Score: Raw -2660557.498873 + Penalty 3262.639962 = -2657294.858911
  nChanged 33
		SP:Iteration 56Q (77806.680000 sec): 3 clusters
  Score: Raw -2660565.225502 + Penalty 3262.639962 = -2657302.585541
  nChanged 34
		SP:Iteration 57Q (77806.970000 sec): 3 clusters
  Score: Raw -2660571.884747 + Penalty 3262.639962 = -2657309.244785
  nChanged 33
		SP:Iteration 58Q (77807.260000 sec): 3 clusters
  Score: Raw -2660576.825950 + Penalty 3262.639962 = -2657314.185989
  nChanged 26
		SP:Iteration 59Q (77807.500000 sec): 3 clusters
  Score: Raw -2660581.995659 + Penalty 3262.639962 = -2657319.355697
  nChanged 32
		SP:Iteration 60F (77807.800000 sec): 3 clusters
  Score: Raw -2660588.818414 + Penalty 3262.639962 = -2657326.178452
  nChanged 30
		SP:Iteration 61Q (77808.100000 sec): 3 clusters
  Score: Raw -2660595.495572 + Penalty 3262.639962 = -2657332.855610
  nChanged 31
		SP:Iteration 62Q (77808.360000 sec): 3 clusters
  Score: Raw -2660600.968264 + Penalty 3262.639962 = -2657338.328302
  nChanged 25
		SP:Iteration 63Q (77808.620000 sec): 3 clusters
  Score: Raw -2660606.203777 + Penalty 3262.639962 = -2657343.563816
  nChanged 24
		SP:Iteration 64Q (77808.910000 sec): 3 clusters
  Score: Raw -2660611.613640 + Penalty 3262.639962 = -2657348.973679
  nChanged 30
		SP:Iteration 65Q (77809.160000 sec): 3 clusters
  Score: Raw -2660619.385487 + Penalty 3262.639962 = -2657356.745526
  nChanged 29
		SP:Iteration 66Q (77809.450000 sec): 3 clusters
  Score: Raw -2660625.847079 + Penalty 3262.639962 = -2657363.207118
  nChanged 30
		SP:Iteration 67Q (77809.720000 sec): 3 clusters
  Score: Raw -2660633.938325 + Penalty 3262.639962 = -2657371.298363
  nChanged 34
		SP:Iteration 68Q (77809.980000 sec): 3 clusters
  Score: Raw -2660643.433885 + Penalty 3262.639962 = -2657380.793924
  nChanged 23
		SP:Iteration 69Q (77810.230000 sec): 3 clusters
  Score: Raw -2660648.674881 + Penalty 3262.639962 = -2657386.034920
  nChanged 19
		SP:Iteration 70Q (77810.450000 sec): 3 clusters
  Score: Raw -2660652.141150 + Penalty 3262.639962 = -2657389.501189
  nChanged 17
		SP:Iteration 71Q (77810.770000 sec): 3 clusters
  Score: Raw -2660656.491456 + Penalty 3262.639962 = -2657393.851494
  nChanged 19
		SP:Iteration 72Q (77810.970000 sec): 3 clusters
  Score: Raw -2660660.260366 + Penalty 3262.639962 = -2657397.620404
  nChanged 19
		SP:Iteration 73Q (77811.270000 sec): 3 clusters
  Score: Raw -2660664.710321 + Penalty 3262.639962 = -2657402.070359
  nChanged 21
		SP:Iteration 74Q (77811.520000 sec): 3 clusters
  Score: Raw -2660672.432575 + Penalty 3262.639962 = -2657409.792614
  nChanged 23
		SP:Iteration 75Q (77811.750000 sec): 3 clusters
  Score: Raw -2660679.125878 + Penalty 3262.639962 = -2657416.485916
  nChanged 25
		SP:Iteration 76Q (77812.040000 sec): 3 clusters
  Score: Raw -2660684.748014 + Penalty 3262.639962 = -2657422.108052
  nChanged 25
		SP:Iteration 77Q (77812.310000 sec): 3 clusters
  Score: Raw -2660689.548639 + Penalty 3262.639962 = -2657426.908677
  nChanged 26
		SP:Iteration 78Q (77812.540000 sec): 3 clusters
  Score: Raw -2660695.435296 + Penalty 3262.639962 = -2657432.795334
  nChanged 21
		SP:Iteration 79Q (77812.810000 sec): 3 clusters
  Score: Raw -2660700.167875 + Penalty 3262.639962 = -2657437.527914
  nChanged 27
		SP:Iteration 80F (77813.090000 sec): 3 clusters
  Score: Raw -2660707.494561 + Penalty 3262.639962 = -2657444.854599
  nChanged 25
		SP:Iteration 81Q (77813.330000 sec): 3 clusters
  Score: Raw -2660714.631818 + Penalty 3262.639962 = -2657451.991857
  nChanged 23
		SP:Iteration 82Q (77813.610000 sec): 3 clusters
  Score: Raw -2660721.878637 + Penalty 3262.639962 = -2657459.238676
  nChanged 24
		SP:Iteration 83Q (77813.830000 sec): 3 clusters
  Score: Raw -2660731.090191 + Penalty 3262.639962 = -2657468.450230
  nChanged 23
		SP:Iteration 84Q (77814.130000 sec): 3 clusters
  Score: Raw -2660739.517525 + Penalty 3262.639962 = -2657476.877563
  nChanged 25
		SP:Iteration 85Q (77814.370000 sec): 3 clusters
  Score: Raw -2660746.231196 + Penalty 3262.639962 = -2657483.591235
  nChanged 22
		SP:Iteration 86Q (77814.670000 sec): 3 clusters
  Score: Raw -2660752.653977 + Penalty 3262.639962 = -2657490.014015
  nChanged 15
		SP:Iteration 87Q (77814.950000 sec): 3 clusters
  Score: Raw -2660757.961266 + Penalty 3262.639962 = -2657495.321305
  nChanged 19
		SP:Iteration 88Q (77815.220000 sec): 3 clusters
  Score: Raw -2660763.488381 + Penalty 3262.639962 = -2657500.848419
  nChanged 20
		SP:Iteration 89Q (77815.510000 sec): 3 clusters
  Score: Raw -2660768.805753 + Penalty 3262.639962 = -2657506.165791
  nChanged 15
		SP:Iteration 90Q (77815.760000 sec): 3 clusters
  Score: Raw -2660771.945398 + Penalty 3262.639962 = -2657509.305437
  nChanged 19
		SP:Iteration 91Q (77816.050000 sec): 3 clusters
  Score: Raw -2660776.053928 + Penalty 3262.639962 = -2657513.413966
  nChanged 19
		SP:Iteration 92Q (77816.320000 sec): 3 clusters
  Score: Raw -2660781.869933 + Penalty 3262.639962 = -2657519.229971
  nChanged 23
		SP:Iteration 93Q (77816.590000 sec): 3 clusters
  Score: Raw -2660788.066972 + Penalty 3262.639962 = -2657525.427010
  nChanged 16
		SP:Iteration 94Q (77816.870000 sec): 3 clusters
  Score: Raw -2660792.729247 + Penalty 3262.639962 = -2657530.089285
  nChanged 15
		SP:Iteration 95Q (77817.130000 sec): 3 clusters
  Score: Raw -2660796.777203 + Penalty 3262.639962 = -2657534.137241
  nChanged 14
		SP:Iteration 96Q (77817.390000 sec): 3 clusters
  Score: Raw -2660802.162297 + Penalty 3262.639962 = -2657539.522336
  nChanged 13
		SP:Iteration 97Q (77817.670000 sec): 3 clusters
  Score: Raw -2660807.173877 + Penalty 3262.639962 = -2657544.533915
  nChanged 14
		SP:Iteration 98Q (77817.910000 sec): 3 clusters
  Score: Raw -2660813.026767 + Penalty 3262.639962 = -2657550.386806
  nChanged 16
		SP:Iteration 99Q (77818.180000 sec): 3 clusters
  Score: Raw -2660819.490502 + Penalty 3262.639962 = -2657556.850540
  nChanged 17
		SP:Iteration 100F (77818.430000 sec): 3 clusters
  Score: Raw -2660825.908884 + Penalty 3262.639962 = -2657563.268923
  nChanged 12
		SP:Iteration 101Q (77818.680000 sec): 3 clusters
  Score: Raw -2660830.792626 + Penalty 3262.639962 = -2657568.152665
  nChanged 17
		SP:Iteration 102Q (77818.970000 sec): 3 clusters
  Score: Raw -2660835.458640 + Penalty 3262.639962 = -2657572.818679
  nChanged 13
		SP:Iteration 103Q (77819.240000 sec): 3 clusters
  Score: Raw -2660841.784172 + Penalty 3262.639962 = -2657579.144210
  nChanged 19
		SP:Iteration 104Q (77819.500000 sec): 3 clusters
  Score: Raw -2660850.213109 + Penalty 3262.639962 = -2657587.573147
  nChanged 23
		SP:Iteration 105Q (77819.730000 sec): 3 clusters
  Score: Raw -2660857.476527 + Penalty 3262.639962 = -2657594.836566
  nChanged 14
		SP:Iteration 106Q (77820.010000 sec): 3 clusters
  Score: Raw -2660862.305084 + Penalty 3262.639962 = -2657599.665122
  nChanged 14
		SP:Iteration 107Q (77820.290000 sec): 3 clusters
  Score: Raw -2660868.248623 + Penalty 3262.639962 = -2657605.608662
  nChanged 14
		SP:Iteration 108Q (77820.500000 sec): 3 clusters
  Score: Raw -2660873.126026 + Penalty 3262.639962 = -2657610.486064
  nChanged 10
		SP:Iteration 109Q (77820.780000 sec): 3 clusters
  Score: Raw -2660876.191123 + Penalty 3262.639962 = -2657613.551161
  nChanged 7
		SP:Iteration 110Q (77821.040000 sec): 3 clusters
  Score: Raw -2660878.850908 + Penalty 3262.639962 = -2657616.210946
  nChanged 9
		SP:Iteration 111Q (77821.270000 sec): 3 clusters
  Score: Raw -2660881.320327 + Penalty 3262.639962 = -2657618.680366
  nChanged 6
		SP:Iteration 112Q (77821.540000 sec): 3 clusters
  Score: Raw -2660883.205409 + Penalty 3262.639962 = -2657620.565447
  nChanged 6
		SP:Iteration 113Q (77821.760000 sec): 3 clusters
  Score: Raw -2660885.820360 + Penalty 3262.639962 = -2657623.180398
  nChanged 8
		SP:Iteration 114Q (77822.030000 sec): 3 clusters
  Score: Raw -2660888.372078 + Penalty 3262.639962 = -2657625.732116
  nChanged 6
		SP:Iteration 115Q (77822.270000 sec): 3 clusters
  Score: Raw -2660890.371147 + Penalty 3262.639962 = -2657627.731185
  nChanged 4
		SP:Iteration 116Q (77822.550000 sec): 3 clusters
  Score: Raw -2660890.987687 + Penalty 3262.639962 = -2657628.347726
  nChanged 3
		SP:Iteration 117Q (77822.800000 sec): 3 clusters
  Score: Raw -2660891.585920 + Penalty 3262.639962 = -2657628.945958
  nChanged 3
		SP:Iteration 118Q (77823.020000 sec): 3 clusters
  Score: Raw -2660892.163274 + Penalty 3262.639962 = -2657629.523313
  nChanged 5
		SP:Iteration 119Q (77823.310000 sec): 3 clusters
  Score: Raw -2660893.115334 + Penalty 3262.639962 = -2657630.475373
  nChanged 2
		SP:Iteration 120F (77823.580000 sec): 3 clusters
  Score: Raw -2660893.564388 + Penalty 3262.639962 = -2657630.924427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (122869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77824.180000 sec): 2 clusters
  Score: Raw -15143608.359838 + Penalty 1904.317029 = -15141704.042809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77824.830000 sec): 3 clusters
  Score: Raw -15063049.856055 + Penalty 3808.634058 = -15059241.221997
  nChanged 58887
		SP:Iteration 1F (77825.460000 sec): 3 clusters
  Score: Raw -15098041.161629 + Penalty 3808.634058 = -15094232.527570
  nChanged 4397
		SP:Iteration 2Q (77826.130000 sec): 3 clusters
  Score: Raw -15099420.271049 + Penalty 3808.634058 = -15095611.636991
  nChanged 5079
		SP:Iteration 3Q (77826.860000 sec): 3 clusters
  Score: Raw -15101267.354345 + Penalty 3808.634058 = -15097458.720286
  nChanged 5990
		SP:Iteration 4Q (77827.620000 sec): 3 clusters
  Score: Raw -15103734.585331 + Penalty 3808.634058 = -15099925.951272
  nChanged 6725
		SP:Iteration 5F (77828.380000 sec): 3 clusters
  Score: Raw -15106958.338999 + Penalty 3808.634058 = -15103149.704940
  nChanged 7235
		SP:Iteration 6F (77829.130000 sec): 3 clusters
  Score: Raw -15111208.355757 + Penalty 3808.634058 = -15107399.721699
  nChanged 7646
		SP:Iteration 7F (77829.860000 sec): 3 clusters
  Score: Raw -15116992.466830 + Penalty 3808.634058 = -15113183.832771
  nChanged 7137
		SP:Iteration 8F (77830.610000 sec): 3 clusters
  Score: Raw -15123319.730828 + Penalty 3808.634058 = -15119511.096769
  nChanged 5988
		SP:Iteration 9Q (77831.390000 sec): 3 clusters
  Score: Raw -15127618.764299 + Penalty 3808.634058 = -15123810.130240
  nChanged 4200
		SP:Iteration 10Q (77832.170000 sec): 3 clusters
  Score: Raw -15129765.167983 + Penalty 3808.634058 = -15125956.533924
  nChanged 2855
		SP:Iteration 11Q (77832.890000 sec): 3 clusters
  Score: Raw -15131030.646340 + Penalty 3808.634058 = -15127222.012281
  nChanged 2564
		SP:Iteration 12Q (77833.630000 sec): 3 clusters
  Score: Raw -15132120.216917 + Penalty 3808.634058 = -15128311.582858
  nChanged 2469
		SP:Iteration 13Q (77834.280000 sec): 3 clusters
  Score: Raw -15133186.352976 + Penalty 3808.634058 = -15129377.718917
  nChanged 2394
		SP:Iteration 14Q (77834.960000 sec): 3 clusters
  Score: Raw -15134252.946342 + Penalty 3808.634058 = -15130444.312283
  nChanged 2372
		SP:Iteration 15Q (77835.560000 sec): 3 clusters
  Score: Raw -15135347.836910 + Penalty 3808.634058 = -15131539.202852
  nChanged 2190
		SP:Iteration 16Q (77836.260000 sec): 3 clusters
  Score: Raw -15136353.157485 + Penalty 3808.634058 = -15132544.523427
  nChanged 2042
		SP:Iteration 17Q (77836.850000 sec): 3 clusters
  Score: Raw -15137305.194385 + Penalty 3808.634058 = -15133496.560327
  nChanged 1883
		SP:Iteration 18Q (77837.460000 sec): 3 clusters
  Score: Raw -15138165.970724 + Penalty 3808.634058 = -15134357.336665
  nChanged 1681
		SP:Iteration 19Q (77838.040000 sec): 3 clusters
  Score: Raw -15138920.235866 + Penalty 3808.634058 = -15135111.601808
  nChanged 1557
		SP:Iteration 20F (77838.680000 sec): 3 clusters
  Score: Raw -15139619.117683 + Penalty 3808.634058 = -15135810.483624
  nChanged 1400
		SP:Iteration 21Q (77839.290000 sec): 3 clusters
  Score: Raw -15140244.087245 + Penalty 3808.634058 = -15136435.453187
  nChanged 1285
		SP:Iteration 22Q (77839.900000 sec): 3 clusters
  Score: Raw -15140800.304242 + Penalty 3808.634058 = -15136991.670183
  nChanged 1098
		SP:Iteration 23Q (77840.510000 sec): 3 clusters
  Score: Raw -15141250.486443 + Penalty 3808.634058 = -15137441.852384
  nChanged 978
		SP:Iteration 24Q (77841.100000 sec): 3 clusters
  Score: Raw -15141650.817397 + Penalty 3808.634058 = -15137842.183338
  nChanged 861
		SP:Iteration 25Q (77841.750000 sec): 3 clusters
  Score: Raw -15142002.094312 + Penalty 3808.634058 = -15138193.460253
  nChanged 771
		SP:Iteration 26Q (77842.360000 sec): 3 clusters
  Score: Raw -15142323.868215 + Penalty 3808.634058 = -15138515.234156
  nChanged 689
		SP:Iteration 27Q (77843.020000 sec): 3 clusters
  Score: Raw -15142615.235593 + Penalty 3808.634058 = -15138806.601534
  nChanged 578
		SP:Iteration 28Q (77843.660000 sec): 3 clusters
  Score: Raw -15142856.014111 + Penalty 3808.634058 = -15139047.380053
  nChanged 500
		SP:Iteration 29Q (77844.290000 sec): 3 clusters
  Score: Raw -15143054.846547 + Penalty 3808.634058 = -15139246.212489
  nChanged 461
		SP:Iteration 30Q (77844.900000 sec): 3 clusters
  Score: Raw -15143244.402715 + Penalty 3808.634058 = -15139435.768656
  nChanged 420
		SP:Iteration 31Q (77845.490000 sec): 3 clusters
  Score: Raw -15143411.466836 + Penalty 3808.634058 = -15139602.832777
  nChanged 333
		SP:Iteration 32Q (77846.100000 sec): 3 clusters
  Score: Raw -15143537.576785 + Penalty 3808.634058 = -15139728.942726
  nChanged 290
		SP:Iteration 33Q (77846.680000 sec): 3 clusters
  Score: Raw -15143636.016251 + Penalty 3808.634058 = -15139827.382193
  nChanged 233
		SP:Iteration 34Q (77847.250000 sec): 3 clusters
  Score: Raw -15143714.162445 + Penalty 3808.634058 = -15139905.528386
  nChanged 202
		SP:Iteration 35Q (77847.790000 sec): 3 clusters
  Score: Raw -15143783.622796 + Penalty 3808.634058 = -15139974.988738
  nChanged 182
		SP:Iteration 36Q (77848.380000 sec): 3 clusters
  Score: Raw -15143841.519043 + Penalty 3808.634058 = -15140032.884985
  nChanged 140
		SP:Iteration 37Q (77848.930000 sec): 3 clusters
  Score: Raw -15143880.674172 + Penalty 3808.634058 = -15140072.040113
  nChanged 109
		SP:Iteration 38Q (77849.500000 sec): 3 clusters
  Score: Raw -15143908.563295 + Penalty 3808.634058 = -15140099.929237
  nChanged 92
		SP:Iteration 39Q (77850.070000 sec): 3 clusters
  Score: Raw -15143931.525629 + Penalty 3808.634058 = -15140122.891570
  nChanged 64
		SP:Iteration 40F (77850.720000 sec): 3 clusters
  Score: Raw -15143947.117292 + Penalty 3808.634058 = -15140138.483234
  nChanged 65
		SP:Iteration 41Q (77851.310000 sec): 3 clusters
  Score: Raw -15143963.288761 + Penalty 3808.634058 = -15140154.654702
  nChanged 59
		SP:Iteration 42Q (77851.860000 sec): 3 clusters
  Score: Raw -15143976.764180 + Penalty 3808.634058 = -15140168.130121
  nChanged 59
		SP:Iteration 43Q (77852.390000 sec): 3 clusters
  Score: Raw -15143990.788358 + Penalty 3808.634058 = -15140182.154300
  nChanged 48
		SP:Iteration 44Q (77852.970000 sec): 3 clusters
  Score: Raw -15144002.176554 + Penalty 3808.634058 = -15140193.542496
  nChanged 43
		SP:Iteration 45Q (77853.540000 sec): 3 clusters
  Score: Raw -15144011.666379 + Penalty 3808.634058 = -15140203.032320
  nChanged 44
		SP:Iteration 46Q (77854.160000 sec): 3 clusters
  Score: Raw -15144023.364026 + Penalty 3808.634058 = -15140214.729967
  nChanged 47
		SP:Iteration 47Q (77854.700000 sec): 3 clusters
  Score: Raw -15144034.669458 + Penalty 3808.634058 = -15140226.035400
  nChanged 35
		SP:Iteration 48Q (77855.250000 sec): 3 clusters
  Score: Raw -15144043.068222 + Penalty 3808.634058 = -15140234.434164
  nChanged 35
		SP:Iteration 49Q (77855.790000 sec): 3 clusters
  Score: Raw -15144052.319449 + Penalty 3808.634058 = -15140243.685390
  nChanged 23
		SP:Iteration 50Q (77856.340000 sec): 3 clusters
  Score: Raw -15144057.183491 + Penalty 3808.634058 = -15140248.549433
  nChanged 14
		SP:Iteration 51Q (77856.880000 sec): 3 clusters
  Score: Raw -15144059.598353 + Penalty 3808.634058 = -15140250.964294
  nChanged 17
		SP:Iteration 52Q (77857.450000 sec): 3 clusters
  Score: Raw -15144062.149687 + Penalty 3808.634058 = -15140253.515629
  nChanged 13
		SP:Iteration 53Q (77858.040000 sec): 3 clusters
  Score: Raw -15144064.359386 + Penalty 3808.634058 = -15140255.725328
  nChanged 12
		SP:Iteration 54Q (77858.570000 sec): 3 clusters
  Score: Raw -15144067.193204 + Penalty 3808.634058 = -15140258.559145
  nChanged 16
		SP:Iteration 55Q (77859.210000 sec): 3 clusters
  Score: Raw -15144070.889786 + Penalty 3808.634058 = -15140262.255727
  nChanged 17
		SP:Iteration 56Q (77859.860000 sec): 3 clusters
  Score: Raw -15144075.051726 + Penalty 3808.634058 = -15140266.417667
  nChanged 18
		SP:Iteration 57Q (77860.490000 sec): 3 clusters
  Score: Raw -15144079.148110 + Penalty 3808.634058 = -15140270.514052
  nChanged 9
		SP:Iteration 58Q (77861.110000 sec): 3 clusters
  Score: Raw -15144081.628874 + Penalty 3808.634058 = -15140272.994815
  nChanged 15
		SP:Iteration 59Q (77861.670000 sec): 3 clusters
  Score: Raw -15144084.496854 + Penalty 3808.634058 = -15140275.862795
  nChanged 14
		SP:Iteration 60F (77862.280000 sec): 3 clusters
  Score: Raw -15144086.879523 + Penalty 3808.634058 = -15140278.245464
  nChanged 12
		SP:Iteration 61Q (77862.870000 sec): 3 clusters
  Score: Raw -15144088.914067 + Penalty 3808.634058 = -15140280.280009
  nChanged 8
		SP:Iteration 62Q (77863.480000 sec): 3 clusters
  Score: Raw -15144090.967153 + Penalty 3808.634058 = -15140282.333094
  nChanged 16
		SP:Iteration 63Q (77864.060000 sec): 3 clusters
  Score: Raw -15144094.305521 + Penalty 3808.634058 = -15140285.671462
  nChanged 13
		SP:Iteration 64Q (77864.650000 sec): 3 clusters
  Score: Raw -15144096.789119 + Penalty 3808.634058 = -15140288.155061
  nChanged 11
		SP:Iteration 65Q (77865.280000 sec): 3 clusters
  Score: Raw -15144099.154405 + Penalty 3808.634058 = -15140290.520346
  nChanged 11
		SP:Iteration 66Q (77865.880000 sec): 3 clusters
  Score: Raw -15144101.930454 + Penalty 3808.634058 = -15140293.296396
  nChanged 11
		SP:Iteration 67Q (77866.530000 sec): 3 clusters
  Score: Raw -15144103.980005 + Penalty 3808.634058 = -15140295.345947
  nChanged 6
		SP:Iteration 68Q (77867.210000 sec): 3 clusters
  Score: Raw -15144105.012192 + Penalty 3808.634058 = -15140296.378134
  nChanged 8
		SP:Iteration 69Q (77867.860000 sec): 3 clusters
  Score: Raw -15144106.765141 + Penalty 3808.634058 = -15140298.131083
  nChanged 5
		SP:Iteration 70Q (77868.510000 sec): 3 clusters
  Score: Raw -15144107.525642 + Penalty 3808.634058 = -15140298.891583
  nChanged 6
		SP:Iteration 71Q (77869.230000 sec): 3 clusters
  Score: Raw -15144108.606712 + Penalty 3808.634058 = -15140299.972654
  nChanged 3
		SP:Iteration 72Q (77869.950000 sec): 3 clusters
  Score: Raw -15144109.176118 + Penalty 3808.634058 = -15140300.542060
  nChanged 6
		SP:Iteration 73Q (77870.690000 sec): 3 clusters
  Score: Raw -15144110.129592 + Penalty 3808.634058 = -15140301.495533
  nChanged 4
		SP:Iteration 74Q (77871.410000 sec): 3 clusters
  Score: Raw -15144110.780428 + Penalty 3808.634058 = -15140302.146370
  nChanged 8
		SP:Iteration 75Q (77872.160000 sec): 3 clusters
  Score: Raw -15144112.258646 + Penalty 3808.634058 = -15140303.624587
  nChanged 7
		SP:Iteration 76Q (77872.870000 sec): 3 clusters
  Score: Raw -15144113.343829 + Penalty 3808.634058 = -15140304.709770
  nChanged 5
		SP:Iteration 77Q (77873.600000 sec): 3 clusters
  Score: Raw -15144114.263806 + Penalty 3808.634058 = -15140305.629748
  nChanged 3
		SP:Iteration 78Q (77874.340000 sec): 3 clusters
  Score: Raw -15144114.792111 + Penalty 3808.634058 = -15140306.158052
  nChanged 1
		SP:Iteration 79Q (77875.040000 sec): 3 clusters
  Score: Raw -15144115.013434 + Penalty 3808.634058 = -15140306.379375
  nChanged 0
		SP:Iteration 80F (77875.840000 sec): 3 clusters
  Score: Raw -15144115.013434 + Penalty 3808.634058 = -15140306.379375
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (5782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77876.030000 sec): 2 clusters
  Score: Raw -685829.494532 + Penalty 1407.657050 = -684421.837482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77876.210000 sec): 3 clusters
  Score: Raw -682765.683782 + Penalty 2815.314100 = -679950.369682
  nChanged 2381
		SP:Iteration 1F (77876.420000 sec): 3 clusters
  Score: Raw -684154.264335 + Penalty 2815.314100 = -681338.950235
  nChanged 474
		SP:Iteration 2F (77876.580000 sec): 3 clusters
  Score: Raw -684466.930515 + Penalty 2815.314100 = -681651.616415
  nChanged 353
		SP:Iteration 3F (77876.830000 sec): 3 clusters
  Score: Raw -684679.005689 + Penalty 2815.314100 = -681863.691589
  nChanged 302
		SP:Iteration 4F (77877.010000 sec): 3 clusters
  Score: Raw -684866.877917 + Penalty 2815.314100 = -682051.563817
  nChanged 271
		SP:Iteration 5Q (77877.200000 sec): 3 clusters
  Score: Raw -685026.907559 + Penalty 2815.314100 = -682211.593459
  nChanged 266
		SP:Iteration 6Q (77877.390000 sec): 3 clusters
  Score: Raw -685186.618987 + Penalty 2815.314100 = -682371.304887
  nChanged 233
		SP:Iteration 7Q (77877.630000 sec): 3 clusters
  Score: Raw -685329.744933 + Penalty 2815.314100 = -682514.430834
  nChanged 216
		SP:Iteration 8Q (77877.810000 sec): 3 clusters
  Score: Raw -685437.273142 + Penalty 2815.314100 = -682621.959042
  nChanged 183
		SP:Iteration 9Q (77878.000000 sec): 3 clusters
  Score: Raw -685527.875301 + Penalty 2815.314100 = -682712.561202
  nChanged 151
		SP:Iteration 10Q (77878.180000 sec): 3 clusters
  Score: Raw -685604.283059 + Penalty 2815.314100 = -682788.968959
  nChanged 131
		SP:Iteration 11Q (77878.340000 sec): 3 clusters
  Score: Raw -685657.871550 + Penalty 2815.314100 = -682842.557450
  nChanged 90
		SP:Iteration 12Q (77878.540000 sec): 3 clusters
  Score: Raw -685687.749580 + Penalty 2815.314100 = -682872.435480
  nChanged 66
		SP:Iteration 13Q (77878.720000 sec): 3 clusters
  Score: Raw -685708.010874 + Penalty 2815.314100 = -682892.696774
  nChanged 43
		SP:Iteration 14Q (77878.970000 sec): 3 clusters
  Score: Raw -685726.461463 + Penalty 2815.314100 = -682911.147363
  nChanged 46
		SP:Iteration 15Q (77879.160000 sec): 3 clusters
  Score: Raw -685743.189507 + Penalty 2815.314100 = -682927.875407
  nChanged 38
		SP:Iteration 16Q (77879.310000 sec): 3 clusters
  Score: Raw -685753.268255 + Penalty 2815.314100 = -682937.954156
  nChanged 34
		SP:Iteration 17Q (77879.510000 sec): 3 clusters
  Score: Raw -685761.649570 + Penalty 2815.314100 = -682946.335470
  nChanged 27
		SP:Iteration 18Q (77879.710000 sec): 3 clusters
  Score: Raw -685768.444913 + Penalty 2815.314100 = -682953.130813
  nChanged 27
		SP:Iteration 19Q (77879.870000 sec): 3 clusters
  Score: Raw -685775.311081 + Penalty 2815.314100 = -682959.996981
  nChanged 24
		SP:Iteration 20F (77880.080000 sec): 3 clusters
  Score: Raw -685782.015130 + Penalty 2815.314100 = -682966.701031
  nChanged 29
		SP:Iteration 21Q (77880.300000 sec): 3 clusters
  Score: Raw -685791.164255 + Penalty 2815.314100 = -682975.850155
  nChanged 30
		SP:Iteration 22Q (77880.500000 sec): 3 clusters
  Score: Raw -685799.770920 + Penalty 2815.314100 = -682984.456820
  nChanged 29
		SP:Iteration 23Q (77880.660000 sec): 3 clusters
  Score: Raw -685808.748238 + Penalty 2815.314100 = -682993.434138
  nChanged 32
		SP:Iteration 24Q (77880.850000 sec): 3 clusters
  Score: Raw -685816.592350 + Penalty 2815.314100 = -683001.278250
  nChanged 20
		SP:Iteration 25Q (77881.030000 sec): 3 clusters
  Score: Raw -685821.353896 + Penalty 2815.314100 = -683006.039796
  nChanged 24
		SP:Iteration 26Q (77881.220000 sec): 3 clusters
  Score: Raw -685827.903319 + Penalty 2815.314100 = -683012.589219
  nChanged 17
		SP:Iteration 27Q (77881.390000 sec): 3 clusters
  Score: Raw -685832.616887 + Penalty 2815.314100 = -683017.302788
  nChanged 14
		SP:Iteration 28Q (77881.610000 sec): 3 clusters
  Score: Raw -685835.939807 + Penalty 2815.314100 = -683020.625707
  nChanged 19
		SP:Iteration 29Q (77881.800000 sec): 3 clusters
  Score: Raw -685841.377009 + Penalty 2815.314100 = -683026.062909
  nChanged 15
		SP:Iteration 30Q (77881.980000 sec): 3 clusters
  Score: Raw -685844.622218 + Penalty 2815.314100 = -683029.308118
  nChanged 13
		SP:Iteration 31Q (77882.200000 sec): 3 clusters
  Score: Raw -685847.803133 + Penalty 2815.314100 = -683032.489033
  nChanged 13
		SP:Iteration 32Q (77882.410000 sec): 3 clusters
  Score: Raw -685850.259919 + Penalty 2815.314100 = -683034.945819
  nChanged 11
		SP:Iteration 33Q (77882.590000 sec): 3 clusters
  Score: Raw -685852.485628 + Penalty 2815.314100 = -683037.171528
  nChanged 12
		SP:Iteration 34Q (77882.780000 sec): 3 clusters
  Score: Raw -685856.216536 + Penalty 2815.314100 = -683040.902437
  nChanged 14
		SP:Iteration 35Q (77882.950000 sec): 3 clusters
  Score: Raw -685861.309736 + Penalty 2815.314100 = -683045.995636
  nChanged 9
		SP:Iteration 36Q (77883.180000 sec): 3 clusters
  Score: Raw -685863.686379 + Penalty 2815.314100 = -683048.372280
  nChanged 13
		SP:Iteration 37Q (77883.340000 sec): 3 clusters
  Score: Raw -685867.629299 + Penalty 2815.314100 = -683052.315199
  nChanged 11
		SP:Iteration 38Q (77883.520000 sec): 3 clusters
  Score: Raw -685871.468281 + Penalty 2815.314100 = -683056.154181
  nChanged 21
		SP:Iteration 39Q (77883.730000 sec): 3 clusters
  Score: Raw -685879.361811 + Penalty 2815.314100 = -683064.047711
  nChanged 15
		SP:Iteration 40F (77883.920000 sec): 3 clusters
  Score: Raw -685883.970620 + Penalty 2815.314100 = -683068.656520
  nChanged 20
		SP:Iteration 41Q (77884.160000 sec): 3 clusters
  Score: Raw -685890.113222 + Penalty 2815.314100 = -683074.799122
  nChanged 17
		SP:Iteration 42Q (77884.320000 sec): 3 clusters
  Score: Raw -685896.585867 + Penalty 2815.314100 = -683081.271767
  nChanged 21
		SP:Iteration 43Q (77884.500000 sec): 3 clusters
  Score: Raw -685902.409646 + Penalty 2815.314100 = -683087.095546
  nChanged 24
		SP:Iteration 44Q (77884.690000 sec): 3 clusters
  Score: Raw -685908.574689 + Penalty 2815.314100 = -683093.260589
  nChanged 16
		SP:Iteration 45Q (77884.910000 sec): 3 clusters
  Score: Raw -685912.351056 + Penalty 2815.314100 = -683097.036956
  nChanged 16
		SP:Iteration 46Q (77885.090000 sec): 3 clusters
  Score: Raw -685916.650589 + Penalty 2815.314100 = -683101.336489
  nChanged 14
		SP:Iteration 47Q (77885.280000 sec): 3 clusters
  Score: Raw -685920.914302 + Penalty 2815.314100 = -683105.600203
  nChanged 10
		SP:Iteration 48Q (77885.480000 sec): 3 clusters
  Score: Raw -685922.809888 + Penalty 2815.314100 = -683107.495788
  nChanged 10
		SP:Iteration 49Q (77885.660000 sec): 3 clusters
  Score: Raw -685925.196135 + Penalty 2815.314100 = -683109.882035
  nChanged 10
		SP:Iteration 50Q (77885.850000 sec): 3 clusters
  Score: Raw -685927.189689 + Penalty 2815.314100 = -683111.875589
  nChanged 6
		SP:Iteration 51Q (77886.040000 sec): 3 clusters
  Score: Raw -685928.825124 + Penalty 2815.314100 = -683113.511024
  nChanged 6
		SP:Iteration 52Q (77886.230000 sec): 3 clusters
  Score: Raw -685930.407389 + Penalty 2815.314100 = -683115.093289
  nChanged 3
		SP:Iteration 53Q (77886.430000 sec): 3 clusters
  Score: Raw -685930.885443 + Penalty 2815.314100 = -683115.571343
  nChanged 4
		SP:Iteration 54Q (77886.630000 sec): 3 clusters
  Score: Raw -685931.661192 + Penalty 2815.314100 = -683116.347092
  nChanged 5
		SP:Iteration 55Q (77886.810000 sec): 3 clusters
  Score: Raw -685932.938012 + Penalty 2815.314100 = -683117.623912
  nChanged 5
		SP:Iteration 56Q (77887.010000 sec): 3 clusters
  Score: Raw -685933.706601 + Penalty 2815.314100 = -683118.392501
  nChanged 6
		SP:Iteration 57Q (77887.200000 sec): 3 clusters
  Score: Raw -685935.411912 + Penalty 2815.314100 = -683120.097812
  nChanged 8
		SP:Iteration 58Q (77887.400000 sec): 3 clusters
  Score: Raw -685937.850034 + Penalty 2815.314100 = -683122.535934
  nChanged 9
		SP:Iteration 59Q (77887.590000 sec): 3 clusters
  Score: Raw -685940.403292 + Penalty 2815.314100 = -683125.089192
  nChanged 14
		SP:Iteration 60F (77887.800000 sec): 3 clusters
  Score: Raw -685944.838725 + Penalty 2815.314100 = -683129.524625
  nChanged 15
		SP:Iteration 61Q (77888.010000 sec): 3 clusters
  Score: Raw -685948.926467 + Penalty 2815.314100 = -683133.612367
  nChanged 14
		SP:Iteration 62Q (77888.200000 sec): 3 clusters
  Score: Raw -685953.889633 + Penalty 2815.314100 = -683138.575533
  nChanged 17
		SP:Iteration 63Q (77888.400000 sec): 3 clusters
  Score: Raw -685961.351533 + Penalty 2815.314100 = -683146.037433
  nChanged 17
		SP:Iteration 64Q (77888.550000 sec): 3 clusters
  Score: Raw -685966.859147 + Penalty 2815.314100 = -683151.545047
  nChanged 12
		SP:Iteration 65Q (77888.790000 sec): 3 clusters
  Score: Raw -685970.320397 + Penalty 2815.314100 = -683155.006297
  nChanged 8
		SP:Iteration 66Q (77888.950000 sec): 3 clusters
  Score: Raw -685972.471936 + Penalty 2815.314100 = -683157.157836
  nChanged 9
		SP:Iteration 67Q (77889.150000 sec): 3 clusters
  Score: Raw -685975.497918 + Penalty 2815.314100 = -683160.183818
  nChanged 9
		SP:Iteration 68Q (77889.330000 sec): 3 clusters
  Score: Raw -685977.260324 + Penalty 2815.314100 = -683161.946224
  nChanged 2
		SP:Iteration 69Q (77889.530000 sec): 3 clusters
  Score: Raw -685977.793846 + Penalty 2815.314100 = -683162.479746
  nChanged 3
		SP:Iteration 70Q (77889.700000 sec): 3 clusters
  Score: Raw -685978.527207 + Penalty 2815.314100 = -683163.213108
  nChanged 3
		SP:Iteration 71Q (77889.940000 sec): 3 clusters
  Score: Raw -685979.803585 + Penalty 2815.314100 = -683164.489485
  nChanged 4
		SP:Iteration 72Q (77890.120000 sec): 3 clusters
  Score: Raw -685980.739286 + Penalty 2815.314100 = -683165.425186
  nChanged 5
		SP:Iteration 73Q (77890.290000 sec): 3 clusters
  Score: Raw -685982.543868 + Penalty 2815.314100 = -683167.229768
  nChanged 7
		SP:Iteration 74Q (77890.510000 sec): 3 clusters
  Score: Raw -685984.778854 + Penalty 2815.314100 = -683169.464754
  nChanged 9
		SP:Iteration 75Q (77890.700000 sec): 3 clusters
  Score: Raw -685987.586868 + Penalty 2815.314100 = -683172.272768
  nChanged 4
		SP:Iteration 76Q (77890.890000 sec): 3 clusters
  Score: Raw -685988.677276 + Penalty 2815.314100 = -683173.363176
  nChanged 4
		SP:Iteration 77Q (77891.090000 sec): 3 clusters
  Score: Raw -685989.821983 + Penalty 2815.314100 = -683174.507884
  nChanged 2
		SP:Iteration 78Q (77891.250000 sec): 3 clusters
  Score: Raw -685990.385694 + Penalty 2815.314100 = -683175.071594
  nChanged 3
		SP:Iteration 79Q (77891.450000 sec): 3 clusters
  Score: Raw -685991.250089 + Penalty 2815.314100 = -683175.935989
  nChanged 4
		SP:Iteration 80F (77891.640000 sec): 3 clusters
  Score: Raw -685992.870298 + Penalty 2815.314100 = -683177.556198
  nChanged 2
		SP:Iteration 81Q (77891.850000 sec): 3 clusters
  Score: Raw -685993.479391 + Penalty 2815.314100 = -683178.165292
  nChanged 1
		SP:Iteration 82Q (77892.070000 sec): 3 clusters
  Score: Raw -685993.742864 + Penalty 2815.314100 = -683178.428764
  nChanged 1
		SP:Iteration 83Q (77892.230000 sec): 3 clusters
  Score: Raw -685994.217801 + Penalty 2815.314100 = -683178.903701
  nChanged 3
		SP:Iteration 84Q (77892.450000 sec): 3 clusters
  Score: Raw -685995.560969 + Penalty 2815.314100 = -683180.246869
  nChanged 5
		SP:Iteration 85Q (77892.620000 sec): 3 clusters
  Score: Raw -685996.676830 + Penalty 2815.314100 = -683181.362730
  nChanged 4
		SP:Iteration 86Q (77892.790000 sec): 3 clusters
  Score: Raw -685997.708267 + Penalty 2815.314100 = -683182.394167
  nChanged 0
		SP:Iteration 87F (77893.010000 sec): 3 clusters
  Score: Raw -685997.708267 + Penalty 2815.314100 = -683182.394167
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (2790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77893.080000 sec): 2 clusters
  Score: Raw -326869.708057 + Penalty 1289.241992 = -325580.466065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77893.290000 sec): 3 clusters
  Score: Raw -325606.132997 + Penalty 2578.483984 = -323027.649013
  nChanged 1044
		SP:Iteration 1F (77893.480000 sec): 3 clusters
  Score: Raw -326305.471239 + Penalty 2578.483984 = -323726.987255
  nChanged 225
		SP:Iteration 2F (77893.670000 sec): 3 clusters
  Score: Raw -326533.618286 + Penalty 2578.483984 = -323955.134302
  nChanged 177
		SP:Iteration 3F (77893.860000 sec): 3 clusters
  Score: Raw -326706.471575 + Penalty 2578.483984 = -324127.987591
  nChanged 155
		SP:Iteration 4F (77894.020000 sec): 3 clusters
  Score: Raw -326848.694739 + Penalty 2578.483984 = -324270.210755
  nChanged 135
		SP:Iteration 5Q (77894.230000 sec): 3 clusters
  Score: Raw -326982.302626 + Penalty 2578.483984 = -324403.818642
  nChanged 129
		SP:Iteration 6Q (77894.390000 sec): 3 clusters
  Score: Raw -327112.163339 + Penalty 2578.483984 = -324533.679354
  nChanged 105
		SP:Iteration 7Q (77894.590000 sec): 3 clusters
  Score: Raw -327218.039372 + Penalty 2578.483984 = -324639.555387
  nChanged 78
		SP:Iteration 8Q (77894.800000 sec): 3 clusters
  Score: Raw -327294.822962 + Penalty 2578.483984 = -324716.338978
  nChanged 58
		SP:Iteration 9Q (77894.970000 sec): 3 clusters
  Score: Raw -327352.150302 + Penalty 2578.483984 = -324773.666318
  nChanged 50
		SP:Iteration 10Q (77895.180000 sec): 3 clusters
  Score: Raw -327412.583207 + Penalty 2578.483984 = -324834.099223
  nChanged 57
		SP:Iteration 11Q (77895.370000 sec): 3 clusters
  Score: Raw -327466.363604 + Penalty 2578.483984 = -324887.879620
  nChanged 34
		SP:Iteration 12Q (77895.540000 sec): 3 clusters
  Score: Raw -327490.495085 + Penalty 2578.483984 = -324912.011101
  nChanged 26
		SP:Iteration 13Q (77895.740000 sec): 3 clusters
  Score: Raw -327516.675054 + Penalty 2578.483984 = -324938.191069
  nChanged 21
		SP:Iteration 14Q (77895.920000 sec): 3 clusters
  Score: Raw -327537.602462 + Penalty 2578.483984 = -324959.118478
  nChanged 18
		SP:Iteration 15Q (77896.110000 sec): 3 clusters
  Score: Raw -327548.096910 + Penalty 2578.483984 = -324969.612926
  nChanged 11
		SP:Iteration 16Q (77896.260000 sec): 3 clusters
  Score: Raw -327554.773674 + Penalty 2578.483984 = -324976.289690
  nChanged 10
		SP:Iteration 17Q (77896.440000 sec): 3 clusters
  Score: Raw -327560.287576 + Penalty 2578.483984 = -324981.803591
  nChanged 13
		SP:Iteration 18Q (77896.610000 sec): 3 clusters
  Score: Raw -327568.733512 + Penalty 2578.483984 = -324990.249528
  nChanged 15
		SP:Iteration 19Q (77896.780000 sec): 3 clusters
  Score: Raw -327582.283609 + Penalty 2578.483984 = -325003.799625
  nChanged 15
		SP:Iteration 20F (77896.980000 sec): 3 clusters
  Score: Raw -327599.799586 + Penalty 2578.483984 = -325021.315602
  nChanged 20
		SP:Iteration 21Q (77897.180000 sec): 3 clusters
  Score: Raw -327612.710965 + Penalty 2578.483984 = -325034.226980
  nChanged 13
		SP:Iteration 22Q (77897.360000 sec): 3 clusters
  Score: Raw -327621.418509 + Penalty 2578.483984 = -325042.934525
  nChanged 14
		SP:Iteration 23Q (77897.530000 sec): 3 clusters
  Score: Raw -327628.910273 + Penalty 2578.483984 = -325050.426289
  nChanged 13
		SP:Iteration 24Q (77897.700000 sec): 3 clusters
  Score: Raw -327635.371574 + Penalty 2578.483984 = -325056.887590
  nChanged 9
		SP:Iteration 25Q (77897.890000 sec): 3 clusters
  Score: Raw -327638.933948 + Penalty 2578.483984 = -325060.449963
  nChanged 2
		SP:Iteration 26Q (77898.100000 sec): 3 clusters
  Score: Raw -327640.060932 + Penalty 2578.483984 = -325061.576947
  nChanged 5
		SP:Iteration 27Q (77898.250000 sec): 3 clusters
  Score: Raw -327643.957587 + Penalty 2578.483984 = -325065.473602
  nChanged 7
		SP:Iteration 28Q (77898.410000 sec): 3 clusters
  Score: Raw -327646.689234 + Penalty 2578.483984 = -325068.205250
  nChanged 4
		SP:Iteration 29Q (77898.610000 sec): 3 clusters
  Score: Raw -327648.183317 + Penalty 2578.483984 = -325069.699333
  nChanged 4
		SP:Iteration 30Q (77898.800000 sec): 3 clusters
  Score: Raw -327649.916799 + Penalty 2578.483984 = -325071.432815
  nChanged 3
		SP:Iteration 31Q (77898.990000 sec): 3 clusters
  Score: Raw -327650.801043 + Penalty 2578.483984 = -325072.317058
  nChanged 1
		SP:Iteration 32Q (77899.160000 sec): 3 clusters
  Score: Raw -327651.038134 + Penalty 2578.483984 = -325072.554150
  nChanged 0
		SP:Iteration 33F (77899.360000 sec): 3 clusters
  Score: Raw -327651.038134 + Penalty 2578.483984 = -325072.554150
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77899.440000 sec): 2 clusters
  Score: Raw -94024.722548 + Penalty 1090.063664 = -92934.658884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77899.620000 sec): 3 clusters
  Score: Raw -93821.296779 + Penalty 2180.127327 = -91641.169452
  nChanged 246
		SP:Iteration 1F (77899.760000 sec): 3 clusters
  Score: Raw -94098.479072 + Penalty 2180.127327 = -91918.351745
  nChanged 70
		SP:Iteration 2F (77899.910000 sec): 3 clusters
  Score: Raw -94203.011845 + Penalty 2180.127327 = -92022.884518
  nChanged 33
		SP:Iteration 3Q (77900.090000 sec): 3 clusters
  Score: Raw -94297.156044 + Penalty 2180.127327 = -92117.028716
  nChanged 40
		SP:Iteration 4Q (77900.270000 sec): 3 clusters
  Score: Raw -94423.918534 + Penalty 2180.127327 = -92243.791206
  nChanged 35
		SP:Iteration 5Q (77900.410000 sec): 3 clusters
  Score: Raw -94501.207000 + Penalty 2180.127327 = -92321.079673
  nChanged 32
		SP:Iteration 6Q (77900.580000 sec): 3 clusters
  Score: Raw -94555.195629 + Penalty 2180.127327 = -92375.068302
  nChanged 14
		SP:Iteration 7Q (77900.760000 sec): 3 clusters
  Score: Raw -94577.865436 + Penalty 2180.127327 = -92397.738109
  nChanged 12
		SP:Iteration 8Q (77900.890000 sec): 3 clusters
  Score: Raw -94608.348746 + Penalty 2180.127327 = -92428.221419
  nChanged 19
		SP:Iteration 9Q (77901.110000 sec): 3 clusters
  Score: Raw -94700.453652 + Penalty 2180.127327 = -92520.326324
  nChanged 24
		SP:Iteration 10Q (77901.290000 sec): 3 clusters
  Score: Raw -94880.226641 + Penalty 2180.127327 = -92700.099314
  nChanged 21
		SP:Iteration 11Q (77901.430000 sec): 3 clusters
  Score: Raw -94977.110591 + Penalty 2180.127327 = -92796.983263
  nChanged 23
		SP:Iteration 12Q (77901.600000 sec): 3 clusters
  Score: Raw -95045.036284 + Penalty 2180.127327 = -92864.908957
  nChanged 20
		SP:Iteration 13Q (77901.780000 sec): 3 clusters
  Score: Raw -95107.922985 + Penalty 2180.127327 = -92927.795658
  nChanged 15
		SP:Iteration 14Q (77901.990000 sec): 3 clusters
  Score: Raw -95228.819465 + Penalty 2180.127327 = -93048.692138
  nChanged 16
		SP:Iteration 15Q (77902.170000 sec): 3 clusters
  Score: Raw -95493.265904 + Penalty 2180.127327 = -93313.138577
  nChanged 22
		SP:Iteration 16Q (77902.300000 sec): 3 clusters
  Score: Raw -95537.379908 + Penalty 2180.127327 = -93357.252581
  nChanged 14
		SP:Iteration 17Q (77902.450000 sec): 3 clusters
  Score: Raw -95569.036163 + Penalty 2180.127327 = -93388.908836
  nChanged 13
		SP:Iteration 18Q (77902.620000 sec): 3 clusters
  Score: Raw -95593.548548 + Penalty 2180.127327 = -93413.421220
  nChanged 7
		SP:Iteration 19Q (77902.720000 sec): 3 clusters
  Score: Raw -95604.775615 + Penalty 2180.127327 = -93424.648288
  nChanged 2
		SP:Iteration 20F (77902.870000 sec): 3 clusters
  Score: Raw -95608.476566 + Penalty 2180.127327 = -93428.349239
  nChanged 2
		SP:Iteration 21Q (77903.070000 sec): 3 clusters
  Score: Raw -95613.245461 + Penalty 2180.127327 = -93433.118134
  nChanged 0
		SP:Iteration 22F (77903.240000 sec): 3 clusters
  Score: Raw -95613.245461 + Penalty 2180.127327 = -93433.118134
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77903.320000 sec): 2 clusters
  Score: Raw -38786.233591 + Penalty 960.944238 = -37825.289352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77903.500000 sec): 3 clusters
  Score: Raw -38847.905805 + Penalty 1921.888477 = -36926.017328
  nChanged 75
		SP:Iteration 1F (77903.700000 sec): 3 clusters
  Score: Raw -39100.646491 + Penalty 1921.888477 = -37178.758015
  nChanged 29
		SP:Iteration 2F (77903.860000 sec): 3 clusters
  Score: Raw -39206.911635 + Penalty 1921.888477 = -37285.023159
  nChanged 16
		SP:Iteration 3Q (77904.060000 sec): 3 clusters
  Score: Raw -39256.844110 + Penalty 1921.888477 = -37334.955633
  nChanged 9
		SP:Iteration 4Q (77904.210000 sec): 3 clusters
  Score: Raw -39298.834316 + Penalty 1921.888477 = -37376.945839
  nChanged 6
		SP:Iteration 5Q (77904.360000 sec): 3 clusters
  Score: Raw -39330.115691 + Penalty 1921.888477 = -37408.227214
  nChanged 6
		SP:Iteration 6Q (77904.490000 sec): 3 clusters
  Score: Raw -39347.732340 + Penalty 1921.888477 = -37425.843864
  nChanged 8
		SP:Iteration 7Q (77904.630000 sec): 3 clusters
  Score: Raw -39381.410541 + Penalty 1921.888477 = -37459.522064
  nChanged 8
		SP:Iteration 8Q (77904.800000 sec): 3 clusters
  Score: Raw -39420.230632 + Penalty 1921.888477 = -37498.342155
  nChanged 6
		SP:Iteration 9Q (77904.990000 sec): 3 clusters
  Score: Raw -39447.122436 + Penalty 1921.888477 = -37525.233959
  nChanged 6
		SP:Iteration 10Q (77905.150000 sec): 3 clusters
  Score: Raw -39468.563516 + Penalty 1921.888477 = -37546.675039
  nChanged 6
		SP:Iteration 11Q (77905.350000 sec): 3 clusters
  Score: Raw -39488.235335 + Penalty 1921.888477 = -37566.346858
  nChanged 5
		SP:Iteration 12Q (77905.520000 sec): 3 clusters
  Score: Raw -39516.404760 + Penalty 1921.888477 = -37594.516283
  nChanged 6
		SP:Iteration 13Q (77905.690000 sec): 3 clusters
  Score: Raw -39535.708796 + Penalty 1921.888477 = -37613.820319
  nChanged 2
		SP:Iteration 14Q (77905.900000 sec): 3 clusters
  Score: Raw -39539.844863 + Penalty 1921.888477 = -37617.956387
  nChanged 0
		SP:Iteration 15F (77906.040000 sec): 3 clusters
  Score: Raw -39540.420494 + Penalty 1921.888477 = -37618.532017
  nChanged 1
		SP:Iteration 16Q (77906.260000 sec): 3 clusters
  Score: Raw -39543.011260 + Penalty 1921.888477 = -37621.122783
  nChanged 1
		SP:Iteration 17Q (77906.410000 sec): 3 clusters
  Score: Raw -39545.763177 + Penalty 1921.888477 = -37623.874700
  nChanged 1
		SP:Iteration 18Q (77906.640000 sec): 3 clusters
  Score: Raw -39550.034841 + Penalty 1921.888477 = -37628.146364
  nChanged 3
		SP:Iteration 19Q (77906.800000 sec): 3 clusters
  Score: Raw -39558.034015 + Penalty 1921.888477 = -37636.145538
  nChanged 0
		SP:Iteration 20F (77906.950000 sec): 3 clusters
  Score: Raw -39558.034015 + Penalty 1921.888477 = -37636.145538
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (11752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77907.100000 sec): 2 clusters
  Score: Raw -1396756.927105 + Penalty 1522.914042 = -1395234.013063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77907.320000 sec): 3 clusters
  Score: Raw -1390023.157056 + Penalty 3045.828083 = -1386977.328972
  nChanged 5070
		SP:Iteration 1F (77907.540000 sec): 3 clusters
  Score: Raw -1392959.392616 + Penalty 3045.828083 = -1389913.564533
  nChanged 818
		SP:Iteration 2F (77907.760000 sec): 3 clusters
  Score: Raw -1393508.336221 + Penalty 3045.828083 = -1390462.508138
  nChanged 895
		SP:Iteration 3F (77908.000000 sec): 3 clusters
  Score: Raw -1394196.622881 + Penalty 3045.828083 = -1391150.794797
  nChanged 969
		SP:Iteration 4F (77908.220000 sec): 3 clusters
  Score: Raw -1394968.186441 + Penalty 3045.828083 = -1391922.358358
  nChanged 900
		SP:Iteration 5F (77908.460000 sec): 3 clusters
  Score: Raw -1395683.838462 + Penalty 3045.828083 = -1392638.010378
  nChanged 774
		SP:Iteration 6F (77908.640000 sec): 3 clusters
  Score: Raw -1396332.090100 + Penalty 3045.828083 = -1393286.262017
  nChanged 567
		SP:Iteration 7Q (77908.900000 sec): 3 clusters
  Score: Raw -1396801.504811 + Penalty 3045.828083 = -1393755.676727
  nChanged 370
		SP:Iteration 8Q (77909.110000 sec): 3 clusters
  Score: Raw -1397116.736793 + Penalty 3045.828083 = -1394070.908710
  nChanged 246
		SP:Iteration 9Q (77909.300000 sec): 3 clusters
  Score: Raw -1397353.940856 + Penalty 3045.828083 = -1394308.112772
  nChanged 174
		SP:Iteration 10Q (77909.530000 sec): 3 clusters
  Score: Raw -1397542.896463 + Penalty 3045.828083 = -1394497.068380
  nChanged 112
		SP:Iteration 11Q (77909.780000 sec): 3 clusters
  Score: Raw -1397661.462392 + Penalty 3045.828083 = -1394615.634309
  nChanged 82
		SP:Iteration 12Q (77909.970000 sec): 3 clusters
  Score: Raw -1397735.071730 + Penalty 3045.828083 = -1394689.243647
  nChanged 52
		SP:Iteration 13Q (77910.200000 sec): 3 clusters
  Score: Raw -1397775.105835 + Penalty 3045.828083 = -1394729.277752
  nChanged 38
		SP:Iteration 14Q (77910.390000 sec): 3 clusters
  Score: Raw -1397815.868300 + Penalty 3045.828083 = -1394770.040216
  nChanged 44
		SP:Iteration 15Q (77910.610000 sec): 3 clusters
  Score: Raw -1397919.016722 + Penalty 3045.828083 = -1394873.188639
  nChanged 39
		SP:Iteration 16Q (77910.800000 sec): 3 clusters
  Score: Raw -1398033.952953 + Penalty 3045.828083 = -1394988.124869
  nChanged 40
		SP:Iteration 17Q (77911.040000 sec): 3 clusters
  Score: Raw -1398090.975961 + Penalty 3045.828083 = -1395045.147878
  nChanged 29
		SP:Iteration 18Q (77911.220000 sec): 3 clusters
  Score: Raw -1398123.887182 + Penalty 3045.828083 = -1395078.059099
  nChanged 20
		SP:Iteration 19Q (77911.440000 sec): 3 clusters
  Score: Raw -1398142.727794 + Penalty 3045.828083 = -1395096.899710
  nChanged 18
		SP:Iteration 20F (77911.660000 sec): 3 clusters
  Score: Raw -1398155.013662 + Penalty 3045.828083 = -1395109.185578
  nChanged 11
		SP:Iteration 21Q (77911.840000 sec): 3 clusters
  Score: Raw -1398161.607019 + Penalty 3045.828083 = -1395115.778936
  nChanged 10
		SP:Iteration 22Q (77912.040000 sec): 3 clusters
  Score: Raw -1398168.291193 + Penalty 3045.828083 = -1395122.463109
  nChanged 6
		SP:Iteration 23Q (77912.260000 sec): 3 clusters
  Score: Raw -1398170.693253 + Penalty 3045.828083 = -1395124.865170
  nChanged 1
		SP:Iteration 24Q (77912.520000 sec): 3 clusters
  Score: Raw -1398170.944778 + Penalty 3045.828083 = -1395125.116695
  nChanged 1
		SP:Iteration 25Q (77912.720000 sec): 3 clusters
  Score: Raw -1398171.322674 + Penalty 3045.828083 = -1395125.494591
  nChanged 0
		SP:Iteration 26F (77912.900000 sec): 3 clusters
  Score: Raw -1398171.322674 + Penalty 3045.828083 = -1395125.494591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (3838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77913.020000 sec): 2 clusters
  Score: Raw -449534.709767 + Penalty 1341.064835 = -448193.644932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77913.240000 sec): 3 clusters
  Score: Raw -447720.450974 + Penalty 2682.129670 = -445038.321305
  nChanged 1460
		SP:Iteration 1F (77913.390000 sec): 3 clusters
  Score: Raw -448553.101255 + Penalty 2682.129670 = -445870.971585
  nChanged 298
		SP:Iteration 2F (77913.560000 sec): 3 clusters
  Score: Raw -448732.943506 + Penalty 2682.129670 = -446050.813837
  nChanged 218
		SP:Iteration 3F (77913.760000 sec): 3 clusters
  Score: Raw -448868.780459 + Penalty 2682.129670 = -446186.650789
  nChanged 178
		SP:Iteration 4Q (77913.950000 sec): 3 clusters
  Score: Raw -449014.001939 + Penalty 2682.129670 = -446331.872269
  nChanged 188
		SP:Iteration 5Q (77914.150000 sec): 3 clusters
  Score: Raw -449197.135763 + Penalty 2682.129670 = -446515.006093
  nChanged 204
		SP:Iteration 6F (77914.280000 sec): 3 clusters
  Score: Raw -449412.247413 + Penalty 2682.129670 = -446730.117743
  nChanged 211
		SP:Iteration 7F (77914.480000 sec): 3 clusters
  Score: Raw -449640.810887 + Penalty 2682.129670 = -446958.681217
  nChanged 207
		SP:Iteration 8F (77914.640000 sec): 3 clusters
  Score: Raw -449842.532357 + Penalty 2682.129670 = -447160.402687
  nChanged 169
		SP:Iteration 9Q (77914.810000 sec): 3 clusters
  Score: Raw -449966.621171 + Penalty 2682.129670 = -447284.491501
  nChanged 124
		SP:Iteration 10Q (77915.030000 sec): 3 clusters
  Score: Raw -450054.486499 + Penalty 2682.129670 = -447372.356829
  nChanged 98
		SP:Iteration 11Q (77915.230000 sec): 3 clusters
  Score: Raw -450117.716764 + Penalty 2682.129670 = -447435.587094
  nChanged 93
		SP:Iteration 12Q (77915.380000 sec): 3 clusters
  Score: Raw -450179.219436 + Penalty 2682.129670 = -447497.089766
  nChanged 78
		SP:Iteration 13Q (77915.600000 sec): 3 clusters
  Score: Raw -450220.001101 + Penalty 2682.129670 = -447537.871431
  nChanged 49
		SP:Iteration 14Q (77915.780000 sec): 3 clusters
  Score: Raw -450240.608800 + Penalty 2682.129670 = -447558.479130
  nChanged 35
		SP:Iteration 15Q (77915.990000 sec): 3 clusters
  Score: Raw -450257.288822 + Penalty 2682.129670 = -447575.159152
  nChanged 39
		SP:Iteration 16Q (77916.140000 sec): 3 clusters
  Score: Raw -450275.954701 + Penalty 2682.129670 = -447593.825031
  nChanged 28
		SP:Iteration 17Q (77916.360000 sec): 3 clusters
  Score: Raw -450285.649300 + Penalty 2682.129670 = -447603.519630
  nChanged 17
		SP:Iteration 18Q (77916.520000 sec): 3 clusters
  Score: Raw -450290.873742 + Penalty 2682.129670 = -447608.744072
  nChanged 14
		SP:Iteration 19Q (77916.720000 sec): 3 clusters
  Score: Raw -450294.837963 + Penalty 2682.129670 = -447612.708293
  nChanged 13
		SP:Iteration 20F (77916.890000 sec): 3 clusters
  Score: Raw -450298.200202 + Penalty 2682.129670 = -447616.070532
  nChanged 8
		SP:Iteration 21Q (77917.080000 sec): 3 clusters
  Score: Raw -450299.616562 + Penalty 2682.129670 = -447617.486892
  nChanged 6
		SP:Iteration 22Q (77917.270000 sec): 3 clusters
  Score: Raw -450300.911544 + Penalty 2682.129670 = -447618.781875
  nChanged 7
		SP:Iteration 23Q (77917.480000 sec): 3 clusters
  Score: Raw -450302.849650 + Penalty 2682.129670 = -447620.719980
  nChanged 6
		SP:Iteration 24Q (77917.640000 sec): 3 clusters
  Score: Raw -450303.854806 + Penalty 2682.129670 = -447621.725136
  nChanged 3
		SP:Iteration 25Q (77917.810000 sec): 3 clusters
  Score: Raw -450304.578940 + Penalty 2682.129670 = -447622.449270
  nChanged 1
		SP:Iteration 26Q (77918.050000 sec): 3 clusters
  Score: Raw -450304.895882 + Penalty 2682.129670 = -447622.766212
  nChanged 0
		SP:Iteration 27F (77918.220000 sec): 3 clusters
  Score: Raw -450304.895882 + Penalty 2682.129670 = -447622.766212
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (1531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77918.310000 sec): 2 clusters
  Score: Raw -168606.286642 + Penalty 1191.722414 = -167414.564228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77918.460000 sec): 3 clusters
  Score: Raw -168043.794169 + Penalty 2383.444829 = -165660.349341
  nChanged 513
		SP:Iteration 1F (77918.650000 sec): 3 clusters
  Score: Raw -168682.810590 + Penalty 2383.444829 = -166299.365761
  nChanged 177
		SP:Iteration 2F (77918.790000 sec): 3 clusters
  Score: Raw -168972.993464 + Penalty 2383.444829 = -166589.548635
  nChanged 111
		SP:Iteration 3F (77918.920000 sec): 3 clusters
  Score: Raw -169123.759504 + Penalty 2383.444829 = -166740.314676
  nChanged 78
		SP:Iteration 4F (77919.140000 sec): 3 clusters
  Score: Raw -169236.150518 + Penalty 2383.444829 = -166852.705689
  nChanged 60
		SP:Iteration 5Q (77919.320000 sec): 3 clusters
  Score: Raw -169326.137535 + Penalty 2383.444829 = -166942.692706
  nChanged 41
		SP:Iteration 6Q (77919.460000 sec): 3 clusters
  Score: Raw -169384.471432 + Penalty 2383.444829 = -167001.026603
  nChanged 37
		SP:Iteration 7Q (77919.640000 sec): 3 clusters
  Score: Raw -169447.954930 + Penalty 2383.444829 = -167064.510101
  nChanged 32
		SP:Iteration 8Q (77919.840000 sec): 3 clusters
  Score: Raw -169518.261327 + Penalty 2383.444829 = -167134.816499
  nChanged 28
		SP:Iteration 9Q (77920.040000 sec): 3 clusters
  Score: Raw -169557.140074 + Penalty 2383.444829 = -167173.695245
  nChanged 17
		SP:Iteration 10Q (77920.210000 sec): 3 clusters
  Score: Raw -169588.909493 + Penalty 2383.444829 = -167205.464664
  nChanged 15
		SP:Iteration 11Q (77920.380000 sec): 3 clusters
  Score: Raw -169608.863353 + Penalty 2383.444829 = -167225.418524
  nChanged 16
		SP:Iteration 12Q (77920.560000 sec): 3 clusters
  Score: Raw -169628.477188 + Penalty 2383.444829 = -167245.032359
  nChanged 7
		SP:Iteration 13Q (77920.690000 sec): 3 clusters
  Score: Raw -169641.421096 + Penalty 2383.444829 = -167257.976267
  nChanged 9
		SP:Iteration 14Q (77920.880000 sec): 3 clusters
  Score: Raw -169651.532959 + Penalty 2383.444829 = -167268.088130
  nChanged 8
		SP:Iteration 15Q (77921.030000 sec): 3 clusters
  Score: Raw -169663.911049 + Penalty 2383.444829 = -167280.466221
  nChanged 5
		SP:Iteration 16Q (77921.180000 sec): 3 clusters
  Score: Raw -169668.816856 + Penalty 2383.444829 = -167285.372027
  nChanged 3
		SP:Iteration 17Q (77921.380000 sec): 3 clusters
  Score: Raw -169670.639873 + Penalty 2383.444829 = -167287.195044
  nChanged 1
		SP:Iteration 18Q (77921.550000 sec): 3 clusters
  Score: Raw -169672.034381 + Penalty 2383.444829 = -167288.589552
  nChanged 0
		SP:Iteration 19F (77921.710000 sec): 3 clusters
  Score: Raw -169672.034381 + Penalty 2383.444829 = -167288.589552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 69 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77921.810000 sec): 2 clusters
  Score: Raw -24216.392523 + Penalty 901.724864 = -23314.667659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77921.950000 sec): 3 clusters
  Score: Raw -24479.762502 + Penalty 1803.449728 = -22676.312774
  nChanged 58
		SP:Iteration 1F (77922.100000 sec): 3 clusters
  Score: Raw -24720.032373 + Penalty 1803.449728 = -22916.582646
  nChanged 24
		SP:Iteration 2F (77922.290000 sec): 3 clusters
  Score: Raw -24893.306114 + Penalty 1803.449728 = -23089.856387
  nChanged 7
		SP:Iteration 3Q (77922.480000 sec): 3 clusters
  Score: Raw -25003.117175 + Penalty 1803.449728 = -23199.667448
  nChanged 10
		SP:Iteration 4Q (77922.640000 sec): 3 clusters
  Score: Raw -25080.944643 + Penalty 1803.449728 = -23277.494916
  nChanged 2
		SP:Iteration 5Q (77922.800000 sec): 3 clusters
  Score: Raw -25111.354552 + Penalty 1803.449728 = -23307.904825
  nChanged 4
		SP:Iteration 6Q (77922.980000 sec): 3 clusters
  Score: Raw -25196.207624 + Penalty 1803.449728 = -23392.757897
  nChanged 5
		SP:Iteration 7Q (77923.180000 sec): 3 clusters
  Score: Raw -25246.592069 + Penalty 1803.449728 = -23443.142341
  nChanged 3
		SP:Iteration 8Q (77923.320000 sec): 3 clusters
  Score: Raw -25289.375352 + Penalty 1803.449728 = -23485.925624
  nChanged 0
		SP:Iteration 9F (77923.490000 sec): 3 clusters
  Score: Raw -25289.375352 + Penalty 1803.449728 = -23485.925624
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 70 (635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77923.640000 sec): 2 clusters
  Score: Raw -70024.168375 + Penalty 1048.714062 = -68975.454313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77923.810000 sec): 3 clusters
  Score: Raw -69897.162623 + Penalty 2097.428125 = -67799.734499
  nChanged 163
		SP:Iteration 1F (77923.970000 sec): 3 clusters
  Score: Raw -70112.769801 + Penalty 2097.428125 = -68015.341677
  nChanged 43
		SP:Iteration 2F (77924.120000 sec): 3 clusters
  Score: Raw -70165.218789 + Penalty 2097.428125 = -68067.790665
  nChanged 19
		SP:Iteration 3Q (77924.290000 sec): 3 clusters
  Score: Raw -70191.171591 + Penalty 2097.428125 = -68093.743467
  nChanged 11
		SP:Iteration 4Q (77924.450000 sec): 3 clusters
  Score: Raw -70207.320712 + Penalty 2097.428125 = -68109.892587
  nChanged 11
		SP:Iteration 5Q (77924.610000 sec): 3 clusters
  Score: Raw -70221.233287 + Penalty 2097.428125 = -68123.805163
  nChanged 7
		SP:Iteration 6Q (77924.770000 sec): 3 clusters
  Score: Raw -70232.443278 + Penalty 2097.428125 = -68135.015153
  nChanged 9
		SP:Iteration 7Q (77924.970000 sec): 3 clusters
  Score: Raw -70243.708802 + Penalty 2097.428125 = -68146.280678
  nChanged 8
		SP:Iteration 8Q (77925.120000 sec): 3 clusters
  Score: Raw -70252.078896 + Penalty 2097.428125 = -68154.650771
  nChanged 5
		SP:Iteration 9Q (77925.330000 sec): 3 clusters
  Score: Raw -70262.749718 + Penalty 2097.428125 = -68165.321593
  nChanged 5
		SP:Iteration 10Q (77925.520000 sec): 3 clusters
  Score: Raw -70268.633928 + Penalty 2097.428125 = -68171.205803
  nChanged 4
		SP:Iteration 11Q (77925.690000 sec): 3 clusters
  Score: Raw -70271.279287 + Penalty 2097.428125 = -68173.851162
  nChanged 2
		SP:Iteration 12Q (77925.870000 sec): 3 clusters
  Score: Raw -70272.552791 + Penalty 2097.428125 = -68175.124666
  nChanged 2
		SP:Iteration 13Q (77926.030000 sec): 3 clusters
  Score: Raw -70274.514906 + Penalty 2097.428125 = -68177.086782
  nChanged 1
		SP:Iteration 14Q (77926.150000 sec): 3 clusters
  Score: Raw -70275.509193 + Penalty 2097.428125 = -68178.081069
  nChanged 0
		SP:Iteration 15F (77926.330000 sec): 3 clusters
  Score: Raw -70275.509193 + Penalty 2097.428125 = -68178.081069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 71 (3708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77926.410000 sec): 2 clusters
  Score: Raw -378307.577357 + Penalty 1335.465288 = -376972.112069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77926.600000 sec): 3 clusters
  Score: Raw -376490.871978 + Penalty 2670.930576 = -373819.941402
  nChanged 1494
		SP:Iteration 1F (77926.800000 sec): 3 clusters
  Score: Raw -377537.655936 + Penalty 2670.930576 = -374866.725360
  nChanged 370
		SP:Iteration 2F (77926.970000 sec): 3 clusters
  Score: Raw -377893.616148 + Penalty 2670.930576 = -375222.685572
  nChanged 302
		SP:Iteration 3F (77927.180000 sec): 3 clusters
  Score: Raw -378176.419762 + Penalty 2670.930576 = -375505.489186
  nChanged 224
		SP:Iteration 4F (77927.360000 sec): 3 clusters
  Score: Raw -378366.994735 + Penalty 2670.930576 = -375696.064159
  nChanged 164
		SP:Iteration 5Q (77927.560000 sec): 3 clusters
  Score: Raw -378511.138249 + Penalty 2670.930576 = -375840.207673
  nChanged 154
		SP:Iteration 6Q (77927.760000 sec): 3 clusters
  Score: Raw -378671.624704 + Penalty 2670.930576 = -376000.694127
  nChanged 167
		SP:Iteration 7Q (77927.940000 sec): 3 clusters
  Score: Raw -378875.462994 + Penalty 2670.930576 = -376204.532418
  nChanged 139
		SP:Iteration 8Q (77928.120000 sec): 3 clusters
  Score: Raw -379047.562341 + Penalty 2670.930576 = -376376.631764
  nChanged 115
		SP:Iteration 9Q (77928.320000 sec): 3 clusters
  Score: Raw -379184.681528 + Penalty 2670.930576 = -376513.750952
  nChanged 122
		SP:Iteration 10Q (77928.480000 sec): 3 clusters
  Score: Raw -379294.767944 + Penalty 2670.930576 = -376623.837368
  nChanged 97
		SP:Iteration 11Q (77928.690000 sec): 3 clusters
  Score: Raw -379364.387570 + Penalty 2670.930576 = -376693.456994
  nChanged 66
		SP:Iteration 12Q (77928.840000 sec): 3 clusters
  Score: Raw -379406.211234 + Penalty 2670.930576 = -376735.280658
  nChanged 52
		SP:Iteration 13Q (77929.080000 sec): 3 clusters
  Score: Raw -379437.008385 + Penalty 2670.930576 = -376766.077808
  nChanged 38
		SP:Iteration 14Q (77929.250000 sec): 3 clusters
  Score: Raw -379455.764241 + Penalty 2670.930576 = -376784.833665
  nChanged 28
		SP:Iteration 15Q (77929.380000 sec): 3 clusters
  Score: Raw -379473.850412 + Penalty 2670.930576 = -376802.919836
  nChanged 28
		SP:Iteration 16Q (77929.600000 sec): 3 clusters
  Score: Raw -379487.752212 + Penalty 2670.930576 = -376816.821636
  nChanged 23
		SP:Iteration 17Q (77929.770000 sec): 3 clusters
  Score: Raw -379495.641392 + Penalty 2670.930576 = -376824.710816
  nChanged 20
		SP:Iteration 18Q (77929.960000 sec): 3 clusters
  Score: Raw -379503.905148 + Penalty 2670.930576 = -376832.974571
  nChanged 18
		SP:Iteration 19Q (77930.140000 sec): 3 clusters
  Score: Raw -379510.041027 + Penalty 2670.930576 = -376839.110451
  nChanged 10
		SP:Iteration 20F (77930.330000 sec): 3 clusters
  Score: Raw -379517.742061 + Penalty 2670.930576 = -376846.811484
  nChanged 9
		SP:Iteration 21Q (77930.510000 sec): 3 clusters
  Score: Raw -379522.841249 + Penalty 2670.930576 = -376851.910673
  nChanged 11
		SP:Iteration 22Q (77930.690000 sec): 3 clusters
  Score: Raw -379525.577102 + Penalty 2670.930576 = -376854.646526
  nChanged 8
		SP:Iteration 23Q (77930.890000 sec): 3 clusters
  Score: Raw -379527.275625 + Penalty 2670.930576 = -376856.345049
  nChanged 6
		SP:Iteration 24Q (77931.100000 sec): 3 clusters
  Score: Raw -379528.842356 + Penalty 2670.930576 = -376857.911780
  nChanged 4
		SP:Iteration 25Q (77931.270000 sec): 3 clusters
  Score: Raw -379530.546990 + Penalty 2670.930576 = -376859.616413
  nChanged 6
		SP:Iteration 26Q (77931.470000 sec): 3 clusters
  Score: Raw -379532.337952 + Penalty 2670.930576 = -376861.407376
  nChanged 8
		SP:Iteration 27Q (77931.650000 sec): 3 clusters
  Score: Raw -379534.818096 + Penalty 2670.930576 = -376863.887520
  nChanged 6
		SP:Iteration 28Q (77931.850000 sec): 3 clusters
  Score: Raw -379536.389457 + Penalty 2670.930576 = -376865.458880
  nChanged 2
		SP:Iteration 29Q (77932.020000 sec): 3 clusters
  Score: Raw -379537.142210 + Penalty 2670.930576 = -376866.211634
  nChanged 2
		SP:Iteration 30Q (77932.190000 sec): 3 clusters
  Score: Raw -379538.059570 + Penalty 2670.930576 = -376867.128994
  nChanged 2
		SP:Iteration 31Q (77932.380000 sec): 3 clusters
  Score: Raw -379538.987413 + Penalty 2670.930576 = -376868.056837
  nChanged 2
		SP:Iteration 32Q (77932.570000 sec): 3 clusters
  Score: Raw -379539.939579 + Penalty 2670.930576 = -376869.009002
  nChanged 2
		SP:Iteration 33Q (77932.770000 sec): 3 clusters
  Score: Raw -379541.044280 + Penalty 2670.930576 = -376870.113704
  nChanged 3
		SP:Iteration 34Q (77932.940000 sec): 3 clusters
  Score: Raw -379541.361907 + Penalty 2670.930576 = -376870.431331
  nChanged 1
		SP:Iteration 35Q (77933.080000 sec): 3 clusters
  Score: Raw -379541.714183 + Penalty 2670.930576 = -376870.783607
  nChanged 1
		SP:Iteration 36Q (77933.300000 sec): 3 clusters
  Score: Raw -379542.962029 + Penalty 2670.930576 = -376872.031453
  nChanged 3
		SP:Iteration 37Q (77933.470000 sec): 3 clusters
  Score: Raw -379543.292740 + Penalty 2670.930576 = -376872.362164
  nChanged 0
		SP:Iteration 38F (77933.660000 sec): 3 clusters
  Score: Raw -379543.292740 + Penalty 2670.930576 = -376872.362164
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 72 (3105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77933.770000 sec): 2 clusters
  Score: Raw -351333.034579 + Penalty 1306.624962 = -350026.409618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77933.950000 sec): 3 clusters
  Score: Raw -349853.495472 + Penalty 2613.249923 = -347240.245549
  nChanged 1201
		SP:Iteration 1F (77934.120000 sec): 3 clusters
  Score: Raw -350607.398898 + Penalty 2613.249923 = -347994.148974
  nChanged 285
		SP:Iteration 2F (77934.330000 sec): 3 clusters
  Score: Raw -351005.700605 + Penalty 2613.249923 = -348392.450682
  nChanged 238
		SP:Iteration 3F (77934.560000 sec): 3 clusters
  Score: Raw -351358.038087 + Penalty 2613.249923 = -348744.788164
  nChanged 227
		SP:Iteration 4F (77934.720000 sec): 3 clusters
  Score: Raw -351681.846973 + Penalty 2613.249923 = -349068.597049
  nChanged 216
		SP:Iteration 5F (77934.910000 sec): 3 clusters
  Score: Raw -351982.412479 + Penalty 2613.249923 = -349369.162555
  nChanged 206
		SP:Iteration 6F (77935.070000 sec): 3 clusters
  Score: Raw -352220.144514 + Penalty 2613.249923 = -349606.894591
  nChanged 192
		SP:Iteration 7F (77935.250000 sec): 3 clusters
  Score: Raw -352411.883637 + Penalty 2613.249923 = -349798.633714
  nChanged 172
		SP:Iteration 8F (77935.440000 sec): 3 clusters
  Score: Raw -352581.000545 + Penalty 2613.249923 = -349967.750622
  nChanged 114
		SP:Iteration 9Q (77935.630000 sec): 3 clusters
  Score: Raw -352680.440255 + Penalty 2613.249923 = -350067.190332
  nChanged 96
		SP:Iteration 10Q (77935.790000 sec): 3 clusters
  Score: Raw -352756.051252 + Penalty 2613.249923 = -350142.801329
  nChanged 71
		SP:Iteration 11Q (77935.980000 sec): 3 clusters
  Score: Raw -352808.390912 + Penalty 2613.249923 = -350195.140989
  nChanged 45
		SP:Iteration 12Q (77936.150000 sec): 3 clusters
  Score: Raw -352835.408733 + Penalty 2613.249923 = -350222.158810
  nChanged 23
		SP:Iteration 13Q (77936.310000 sec): 3 clusters
  Score: Raw -352847.622137 + Penalty 2613.249923 = -350234.372213
  nChanged 12
		SP:Iteration 14Q (77936.510000 sec): 3 clusters
  Score: Raw -352852.187647 + Penalty 2613.249923 = -350238.937724
  nChanged 11
		SP:Iteration 15Q (77936.690000 sec): 3 clusters
  Score: Raw -352858.065474 + Penalty 2613.249923 = -350244.815551
  nChanged 12
		SP:Iteration 16Q (77936.910000 sec): 3 clusters
  Score: Raw -352863.816697 + Penalty 2613.249923 = -350250.566774
  nChanged 12
		SP:Iteration 17Q (77937.060000 sec): 3 clusters
  Score: Raw -352869.761542 + Penalty 2613.249923 = -350256.511619
  nChanged 9
		SP:Iteration 18Q (77937.220000 sec): 3 clusters
  Score: Raw -352875.362796 + Penalty 2613.249923 = -350262.112873
  nChanged 7
		SP:Iteration 19Q (77937.400000 sec): 3 clusters
  Score: Raw -352879.375626 + Penalty 2613.249923 = -350266.125703
  nChanged 6
		SP:Iteration 20F (77937.600000 sec): 3 clusters
  Score: Raw -352885.392532 + Penalty 2613.249923 = -350272.142609
  nChanged 10
		SP:Iteration 21Q (77937.820000 sec): 3 clusters
  Score: Raw -352890.216947 + Penalty 2613.249923 = -350276.967023
  nChanged 3
		SP:Iteration 22Q (77937.970000 sec): 3 clusters
  Score: Raw -352891.828469 + Penalty 2613.249923 = -350278.578546
  nChanged 4
		SP:Iteration 23Q (77938.130000 sec): 3 clusters
  Score: Raw -352893.659300 + Penalty 2613.249923 = -350280.409377
  nChanged 4
		SP:Iteration 24Q (77938.350000 sec): 3 clusters
  Score: Raw -352895.492945 + Penalty 2613.249923 = -350282.243021
  nChanged 3
		SP:Iteration 25Q (77938.520000 sec): 3 clusters
  Score: Raw -352896.426082 + Penalty 2613.249923 = -350283.176159
  nChanged 2
		SP:Iteration 26Q (77938.700000 sec): 3 clusters
  Score: Raw -352897.636915 + Penalty 2613.249923 = -350284.386992
  nChanged 2
		SP:Iteration 27Q (77938.880000 sec): 3 clusters
  Score: Raw -352898.835998 + Penalty 2613.249923 = -350285.586075
  nChanged 1
		SP:Iteration 28Q (77939.070000 sec): 3 clusters
  Score: Raw -352899.003894 + Penalty 2613.249923 = -350285.753971
  nChanged 0
		SP:Iteration 29F (77939.230000 sec): 3 clusters
  Score: Raw -352899.003894 + Penalty 2613.249923 = -350285.753971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 73 (4950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77939.360000 sec): 2 clusters
  Score: Raw -570994.193585 + Penalty 1382.410714 = -569611.782871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77939.590000 sec): 3 clusters
  Score: Raw -568470.613218 + Penalty 2764.821428 = -565705.791790
  nChanged 1983
		SP:Iteration 1F (77939.770000 sec): 3 clusters
  Score: Raw -569822.268711 + Penalty 2764.821428 = -567057.447283
  nChanged 506
		SP:Iteration 2F (77939.960000 sec): 3 clusters
  Score: Raw -570397.051615 + Penalty 2764.821428 = -567632.230187
  nChanged 441
		SP:Iteration 3F (77940.130000 sec): 3 clusters
  Score: Raw -570938.481089 + Penalty 2764.821428 = -568173.659661
  nChanged 377
		SP:Iteration 4F (77940.340000 sec): 3 clusters
  Score: Raw -571348.763772 + Penalty 2764.821428 = -568583.942344
  nChanged 334
		SP:Iteration 5F (77940.540000 sec): 3 clusters
  Score: Raw -571673.814984 + Penalty 2764.821428 = -568908.993556
  nChanged 267
		SP:Iteration 6F (77940.750000 sec): 3 clusters
  Score: Raw -571895.571936 + Penalty 2764.821428 = -569130.750508
  nChanged 201
		SP:Iteration 7Q (77940.920000 sec): 3 clusters
  Score: Raw -572032.214013 + Penalty 2764.821428 = -569267.392585
  nChanged 124
		SP:Iteration 8Q (77941.120000 sec): 3 clusters
  Score: Raw -572104.879579 + Penalty 2764.821428 = -569340.058151
  nChanged 108
		SP:Iteration 9Q (77941.340000 sec): 3 clusters
  Score: Raw -572163.726447 + Penalty 2764.821428 = -569398.905019
  nChanged 81
		SP:Iteration 10Q (77941.540000 sec): 3 clusters
  Score: Raw -572213.331274 + Penalty 2764.821428 = -569448.509846
  nChanged 73
		SP:Iteration 11Q (77941.700000 sec): 3 clusters
  Score: Raw -572260.082878 + Penalty 2764.821428 = -569495.261450
  nChanged 76
		SP:Iteration 12Q (77941.940000 sec): 3 clusters
  Score: Raw -572309.541410 + Penalty 2764.821428 = -569544.719982
  nChanged 67
		SP:Iteration 13Q (77942.130000 sec): 3 clusters
  Score: Raw -572355.402367 + Penalty 2764.821428 = -569590.580939
  nChanged 64
		SP:Iteration 14Q (77942.320000 sec): 3 clusters
  Score: Raw -572409.927716 + Penalty 2764.821428 = -569645.106287
  nChanged 47
		SP:Iteration 15Q (77942.510000 sec): 3 clusters
  Score: Raw -572448.641103 + Penalty 2764.821428 = -569683.819675
  nChanged 51
		SP:Iteration 16Q (77942.680000 sec): 3 clusters
  Score: Raw -572505.757968 + Penalty 2764.821428 = -569740.936540
  nChanged 52
		SP:Iteration 17Q (77942.890000 sec): 3 clusters
  Score: Raw -572591.927565 + Penalty 2764.821428 = -569827.106137
  nChanged 55
		SP:Iteration 18Q (77943.050000 sec): 3 clusters
  Score: Raw -572679.744930 + Penalty 2764.821428 = -569914.923502
  nChanged 43
		SP:Iteration 19Q (77943.230000 sec): 3 clusters
  Score: Raw -572729.350996 + Penalty 2764.821428 = -569964.529568
  nChanged 35
		SP:Iteration 20F (77943.440000 sec): 3 clusters
  Score: Raw -572763.668178 + Penalty 2764.821428 = -569998.846750
  nChanged 32
		SP:Iteration 21Q (77943.650000 sec): 3 clusters
  Score: Raw -572797.696024 + Penalty 2764.821428 = -570032.874596
  nChanged 33
		SP:Iteration 22Q (77943.880000 sec): 3 clusters
  Score: Raw -572826.032922 + Penalty 2764.821428 = -570061.211494
  nChanged 33
		SP:Iteration 23Q (77944.050000 sec): 3 clusters
  Score: Raw -572847.850144 + Penalty 2764.821428 = -570083.028716
  nChanged 30
		SP:Iteration 24Q (77944.230000 sec): 3 clusters
  Score: Raw -572864.507757 + Penalty 2764.821428 = -570099.686328
  nChanged 21
		SP:Iteration 25Q (77944.420000 sec): 3 clusters
  Score: Raw -572874.018299 + Penalty 2764.821428 = -570109.196871
  nChanged 18
		SP:Iteration 26Q (77944.600000 sec): 3 clusters
  Score: Raw -572881.046824 + Penalty 2764.821428 = -570116.225396
  nChanged 15
		SP:Iteration 27Q (77944.770000 sec): 3 clusters
  Score: Raw -572887.034990 + Penalty 2764.821428 = -570122.213562
  nChanged 16
		SP:Iteration 28Q (77944.950000 sec): 3 clusters
  Score: Raw -572893.736370 + Penalty 2764.821428 = -570128.914942
  nChanged 12
		SP:Iteration 29Q (77945.130000 sec): 3 clusters
  Score: Raw -572897.259227 + Penalty 2764.821428 = -570132.437799
  nChanged 7
		SP:Iteration 30Q (77945.310000 sec): 3 clusters
  Score: Raw -572900.371392 + Penalty 2764.821428 = -570135.549964
  nChanged 4
		SP:Iteration 31Q (77945.500000 sec): 3 clusters
  Score: Raw -572901.672641 + Penalty 2764.821428 = -570136.851213
  nChanged 4
		SP:Iteration 32Q (77945.710000 sec): 3 clusters
  Score: Raw -572902.650397 + Penalty 2764.821428 = -570137.828969
  nChanged 3
		SP:Iteration 33Q (77945.890000 sec): 3 clusters
  Score: Raw -572903.256614 + Penalty 2764.821428 = -570138.435186
  nChanged 1
		SP:Iteration 34Q (77946.070000 sec): 3 clusters
  Score: Raw -572903.387901 + Penalty 2764.821428 = -570138.566473
  nChanged 2
		SP:Iteration 35Q (77946.260000 sec): 3 clusters
  Score: Raw -572903.605003 + Penalty 2764.821428 = -570138.783575
  nChanged 1
		SP:Iteration 36Q (77946.450000 sec): 3 clusters
  Score: Raw -572903.693122 + Penalty 2764.821428 = -570138.871694
  nChanged 0
		SP:Iteration 37F (77946.630000 sec): 3 clusters
  Score: Raw -572903.693122 + Penalty 2764.821428 = -570138.871694
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 74 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77946.730000 sec): 2 clusters
  Score: Raw -49126.992628 + Penalty 987.616865 = -48139.375763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77946.880000 sec): 3 clusters
  Score: Raw -49107.307331 + Penalty 1975.233729 = -47132.073602
  nChanged 77
		SP:Iteration 1F (77947.090000 sec): 3 clusters
  Score: Raw -49272.863744 + Penalty 1975.233729 = -47297.630015
  nChanged 27
		SP:Iteration 2F (77947.270000 sec): 3 clusters
  Score: Raw -49318.662368 + Penalty 1975.233729 = -47343.428639
  nChanged 8
		SP:Iteration 3Q (77947.430000 sec): 3 clusters
  Score: Raw -49341.417176 + Penalty 1975.233729 = -47366.183447
  nChanged 9
		SP:Iteration 4Q (77947.570000 sec): 3 clusters
  Score: Raw -49362.964704 + Penalty 1975.233729 = -47387.730975
  nChanged 9
		SP:Iteration 5Q (77947.770000 sec): 3 clusters
  Score: Raw -49378.164027 + Penalty 1975.233729 = -47402.930298
  nChanged 2
		SP:Iteration 6Q (77947.940000 sec): 3 clusters
  Score: Raw -49382.166052 + Penalty 1975.233729 = -47406.932323
  nChanged 3
		SP:Iteration 7Q (77948.080000 sec): 3 clusters
  Score: Raw -49388.714456 + Penalty 1975.233729 = -47413.480727
  nChanged 1
		SP:Iteration 8Q (77948.270000 sec): 3 clusters
  Score: Raw -49391.572972 + Penalty 1975.233729 = -47416.339243
  nChanged 1
		SP:Iteration 9Q (77948.430000 sec): 3 clusters
  Score: Raw -49393.437983 + Penalty 1975.233729 = -47418.204254
  nChanged 2
		SP:Iteration 10Q (77948.610000 sec): 3 clusters
  Score: Raw -49397.662929 + Penalty 1975.233729 = -47422.429200
  nChanged 0
		SP:Iteration 11F (77948.780000 sec): 3 clusters
  Score: Raw -49397.662929 + Penalty 1975.233729 = -47422.429200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 75 (16412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77948.970000 sec): 2 clusters
  Score: Raw -1947815.271976 + Penalty 1577.187309 = -1946238.084667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77949.210000 sec): 3 clusters
  Score: Raw -1938126.139029 + Penalty 3154.374617 = -1934971.764412
  nChanged 7295
		SP:Iteration 1F (77949.450000 sec): 3 clusters
  Score: Raw -1942293.184310 + Penalty 3154.374617 = -1939138.809693
  nChanged 1040
		SP:Iteration 2F (77949.720000 sec): 3 clusters
  Score: Raw -1942803.087214 + Penalty 3154.374617 = -1939648.712596
  nChanged 986
		SP:Iteration 3F (77949.960000 sec): 3 clusters
  Score: Raw -1943350.268104 + Penalty 3154.374617 = -1940195.893487
  nChanged 978
		SP:Iteration 4F (77950.230000 sec): 3 clusters
  Score: Raw -1943898.833412 + Penalty 3154.374617 = -1940744.458795
  nChanged 957
		SP:Iteration 5F (77950.460000 sec): 3 clusters
  Score: Raw -1944439.322520 + Penalty 3154.374617 = -1941284.947903
  nChanged 891
		SP:Iteration 6F (77950.700000 sec): 3 clusters
  Score: Raw -1944985.960691 + Penalty 3154.374617 = -1941831.586073
  nChanged 852
		SP:Iteration 7F (77950.940000 sec): 3 clusters
  Score: Raw -1945576.389899 + Penalty 3154.374617 = -1942422.015282
  nChanged 742
		SP:Iteration 8Q (77951.210000 sec): 3 clusters
  Score: Raw -1946051.477134 + Penalty 3154.374617 = -1942897.102517
  nChanged 640
		SP:Iteration 9Q (77951.380000 sec): 3 clusters
  Score: Raw -1946358.824609 + Penalty 3154.374617 = -1943204.449991
  nChanged 521
		SP:Iteration 10Q (77951.610000 sec): 3 clusters
  Score: Raw -1946598.808574 + Penalty 3154.374617 = -1943444.433957
  nChanged 430
		SP:Iteration 11Q (77951.860000 sec): 3 clusters
  Score: Raw -1946820.779901 + Penalty 3154.374617 = -1943666.405284
  nChanged 394
		SP:Iteration 12Q (77952.110000 sec): 3 clusters
  Score: Raw -1947047.637501 + Penalty 3154.374617 = -1943893.262884
  nChanged 415
		SP:Iteration 13Q (77952.380000 sec): 3 clusters
  Score: Raw -1947326.711839 + Penalty 3154.374617 = -1944172.337221
  nChanged 404
		SP:Iteration 14Q (77952.620000 sec): 3 clusters
  Score: Raw -1947650.787203 + Penalty 3154.374617 = -1944496.412585
  nChanged 394
		SP:Iteration 15Q (77952.860000 sec): 3 clusters
  Score: Raw -1947973.055857 + Penalty 3154.374617 = -1944818.681240
  nChanged 353
		SP:Iteration 16Q (77953.120000 sec): 3 clusters
  Score: Raw -1948278.679450 + Penalty 3154.374617 = -1945124.304833
  nChanged 302
		SP:Iteration 17Q (77953.370000 sec): 3 clusters
  Score: Raw -1948525.683130 + Penalty 3154.374617 = -1945371.308513
  nChanged 259
		SP:Iteration 18Q (77953.620000 sec): 3 clusters
  Score: Raw -1948724.329843 + Penalty 3154.374617 = -1945569.955226
  nChanged 213
		SP:Iteration 19Q (77953.860000 sec): 3 clusters
  Score: Raw -1948881.154351 + Penalty 3154.374617 = -1945726.779734
  nChanged 188
		SP:Iteration 20F (77954.080000 sec): 3 clusters
  Score: Raw -1949014.977433 + Penalty 3154.374617 = -1945860.602816
  nChanged 152
		SP:Iteration 21Q (77954.310000 sec): 3 clusters
  Score: Raw -1949120.261652 + Penalty 3154.374617 = -1945965.887035
  nChanged 126
		SP:Iteration 22Q (77954.540000 sec): 3 clusters
  Score: Raw -1949186.903814 + Penalty 3154.374617 = -1946032.529196
  nChanged 96
		SP:Iteration 23Q (77954.800000 sec): 3 clusters
  Score: Raw -1949233.957255 + Penalty 3154.374617 = -1946079.582638
  nChanged 66
		SP:Iteration 24Q (77955.050000 sec): 3 clusters
  Score: Raw -1949260.743319 + Penalty 3154.374617 = -1946106.368701
  nChanged 50
		SP:Iteration 25Q (77955.260000 sec): 3 clusters
  Score: Raw -1949279.912866 + Penalty 3154.374617 = -1946125.538248
  nChanged 43
		SP:Iteration 26Q (77955.500000 sec): 3 clusters
  Score: Raw -1949294.622199 + Penalty 3154.374617 = -1946140.247581
  nChanged 33
		SP:Iteration 27Q (77955.750000 sec): 3 clusters
  Score: Raw -1949307.860846 + Penalty 3154.374617 = -1946153.486229
  nChanged 26
		SP:Iteration 28Q (77955.990000 sec): 3 clusters
  Score: Raw -1949318.362843 + Penalty 3154.374617 = -1946163.988226
  nChanged 24
		SP:Iteration 29Q (77956.210000 sec): 3 clusters
  Score: Raw -1949328.890839 + Penalty 3154.374617 = -1946174.516222
  nChanged 24
		SP:Iteration 30Q (77956.430000 sec): 3 clusters
  Score: Raw -1949338.400002 + Penalty 3154.374617 = -1946184.025385
  nChanged 26
		SP:Iteration 31Q (77956.670000 sec): 3 clusters
  Score: Raw -1949347.662231 + Penalty 3154.374617 = -1946193.287614
  nChanged 18
		SP:Iteration 32Q (77956.940000 sec): 3 clusters
  Score: Raw -1949353.243743 + Penalty 3154.374617 = -1946198.869126
  nChanged 14
		SP:Iteration 33Q (77957.190000 sec): 3 clusters
  Score: Raw -1949357.012587 + Penalty 3154.374617 = -1946202.637969
  nChanged 10
		SP:Iteration 34Q (77957.400000 sec): 3 clusters
  Score: Raw -1949359.028438 + Penalty 3154.374617 = -1946204.653820
  nChanged 5
		SP:Iteration 35Q (77957.610000 sec): 3 clusters
  Score: Raw -1949360.090752 + Penalty 3154.374617 = -1946205.716135
  nChanged 4
		SP:Iteration 36Q (77957.830000 sec): 3 clusters
  Score: Raw -1949360.646559 + Penalty 3154.374617 = -1946206.271942
  nChanged 3
		SP:Iteration 37Q (77958.080000 sec): 3 clusters
  Score: Raw -1949360.989448 + Penalty 3154.374617 = -1946206.614831
  nChanged 1
		SP:Iteration 38Q (77958.310000 sec): 3 clusters
  Score: Raw -1949361.350727 + Penalty 3154.374617 = -1946206.976109
  nChanged 2
		SP:Iteration 39Q (77958.540000 sec): 3 clusters
  Score: Raw -1949361.512287 + Penalty 3154.374617 = -1946207.137670
  nChanged 1
		SP:Iteration 40F (77958.790000 sec): 3 clusters
  Score: Raw -1949361.757052 + Penalty 3154.374617 = -1946207.382435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 76 (3298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77958.900000 sec): 2 clusters
  Score: Raw -382379.959908 + Penalty 1316.424119 = -381063.535788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77959.070000 sec): 3 clusters
  Score: Raw -380810.519431 + Penalty 2632.848239 = -378177.671193
  nChanged 1263
		SP:Iteration 1F (77959.240000 sec): 3 clusters
  Score: Raw -381613.217074 + Penalty 2632.848239 = -378980.368835
  nChanged 271
		SP:Iteration 2F (77959.430000 sec): 3 clusters
  Score: Raw -381829.617465 + Penalty 2632.848239 = -379196.769226
  nChanged 205
		SP:Iteration 3F (77959.660000 sec): 3 clusters
  Score: Raw -382008.105452 + Penalty 2632.848239 = -379375.257213
  nChanged 176
		SP:Iteration 4F (77959.810000 sec): 3 clusters
  Score: Raw -382183.347555 + Penalty 2632.848239 = -379550.499317
  nChanged 186
		SP:Iteration 5F (77959.980000 sec): 3 clusters
  Score: Raw -382360.243088 + Penalty 2632.848239 = -379727.394850
  nChanged 151
		SP:Iteration 6Q (77960.180000 sec): 3 clusters
  Score: Raw -382477.211186 + Penalty 2632.848239 = -379844.362947
  nChanged 113
		SP:Iteration 7Q (77960.340000 sec): 3 clusters
  Score: Raw -382553.986719 + Penalty 2632.848239 = -379921.138480
  nChanged 75
		SP:Iteration 8Q (77960.480000 sec): 3 clusters
  Score: Raw -382594.418887 + Penalty 2632.848239 = -379961.570649
  nChanged 44
		SP:Iteration 9Q (77960.680000 sec): 3 clusters
  Score: Raw -382616.297173 + Penalty 2632.848239 = -379983.448935
  nChanged 34
		SP:Iteration 10Q (77960.850000 sec): 3 clusters
  Score: Raw -382634.204251 + Penalty 2632.848239 = -380001.356013
  nChanged 29
		SP:Iteration 11Q (77961.040000 sec): 3 clusters
  Score: Raw -382647.927194 + Penalty 2632.848239 = -380015.078955
  nChanged 25
		SP:Iteration 12Q (77961.260000 sec): 3 clusters
  Score: Raw -382659.340886 + Penalty 2632.848239 = -380026.492648
  nChanged 14
		SP:Iteration 13Q (77961.440000 sec): 3 clusters
  Score: Raw -382665.393643 + Penalty 2632.848239 = -380032.545404
  nChanged 12
		SP:Iteration 14Q (77961.590000 sec): 3 clusters
  Score: Raw -382672.138061 + Penalty 2632.848239 = -380039.289823
  nChanged 13
		SP:Iteration 15Q (77961.790000 sec): 3 clusters
  Score: Raw -382676.455397 + Penalty 2632.848239 = -380043.607159
  nChanged 10
		SP:Iteration 16Q (77961.950000 sec): 3 clusters
  Score: Raw -382680.148773 + Penalty 2632.848239 = -380047.300534
  nChanged 8
		SP:Iteration 17Q (77962.090000 sec): 3 clusters
  Score: Raw -382682.113007 + Penalty 2632.848239 = -380049.264769
  nChanged 4
		SP:Iteration 18Q (77962.250000 sec): 3 clusters
  Score: Raw -382683.602319 + Penalty 2632.848239 = -380050.754080
  nChanged 2
		SP:Iteration 19Q (77962.470000 sec): 3 clusters
  Score: Raw -382683.945744 + Penalty 2632.848239 = -380051.097506
  nChanged 0
		SP:Iteration 20F (77962.630000 sec): 3 clusters
  Score: Raw -382683.945744 + Penalty 2632.848239 = -380051.097506
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 77 (3168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77962.710000 sec): 2 clusters
  Score: Raw -372885.730953 + Penalty 1309.889060 = -371575.841894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77962.910000 sec): 3 clusters
  Score: Raw -371354.805779 + Penalty 2619.778120 = -368735.027659
  nChanged 1178
		SP:Iteration 1F (77963.060000 sec): 3 clusters
  Score: Raw -372056.592325 + Penalty 2619.778120 = -369436.814205
  nChanged 236
		SP:Iteration 2F (77963.240000 sec): 3 clusters
  Score: Raw -372230.196395 + Penalty 2619.778120 = -369610.418276
  nChanged 179
		SP:Iteration 3F (77963.460000 sec): 3 clusters
  Score: Raw -372380.017790 + Penalty 2619.778120 = -369760.239670
  nChanged 171
		SP:Iteration 4F (77963.640000 sec): 3 clusters
  Score: Raw -372540.808078 + Penalty 2619.778120 = -369921.029958
  nChanged 169
		SP:Iteration 5F (77963.810000 sec): 3 clusters
  Score: Raw -372707.752791 + Penalty 2619.778120 = -370087.974672
  nChanged 162
		SP:Iteration 6F (77963.970000 sec): 3 clusters
  Score: Raw -372859.131521 + Penalty 2619.778120 = -370239.353402
  nChanged 135
		SP:Iteration 7Q (77964.190000 sec): 3 clusters
  Score: Raw -372962.735590 + Penalty 2619.778120 = -370342.957470
  nChanged 108
		SP:Iteration 8Q (77964.380000 sec): 3 clusters
  Score: Raw -373049.158155 + Penalty 2619.778120 = -370429.380035
  nChanged 103
		SP:Iteration 9Q (77964.570000 sec): 3 clusters
  Score: Raw -373140.159732 + Penalty 2619.778120 = -370520.381612
  nChanged 111
		SP:Iteration 10Q (77964.730000 sec): 3 clusters
  Score: Raw -373242.128770 + Penalty 2619.778120 = -370622.350650
  nChanged 100
		SP:Iteration 11Q (77964.920000 sec): 3 clusters
  Score: Raw -373314.324374 + Penalty 2619.778120 = -370694.546254
  nChanged 81
		SP:Iteration 12Q (77965.130000 sec): 3 clusters
  Score: Raw -373365.224757 + Penalty 2619.778120 = -370745.446637
  nChanged 62
		SP:Iteration 13Q (77965.290000 sec): 3 clusters
  Score: Raw -373402.855982 + Penalty 2619.778120 = -370783.077862
  nChanged 38
		SP:Iteration 14Q (77965.480000 sec): 3 clusters
  Score: Raw -373424.902370 + Penalty 2619.778120 = -370805.124250
  nChanged 41
		SP:Iteration 15Q (77965.650000 sec): 3 clusters
  Score: Raw -373445.087634 + Penalty 2619.778120 = -370825.309515
  nChanged 26
		SP:Iteration 16Q (77965.820000 sec): 3 clusters
  Score: Raw -373457.015328 + Penalty 2619.778120 = -370837.237208
  nChanged 20
		SP:Iteration 17Q (77966.030000 sec): 3 clusters
  Score: Raw -373464.459298 + Penalty 2619.778120 = -370844.681178
  nChanged 13
		SP:Iteration 18Q (77966.200000 sec): 3 clusters
  Score: Raw -373469.308575 + Penalty 2619.778120 = -370849.530455
  nChanged 9
		SP:Iteration 19Q (77966.360000 sec): 3 clusters
  Score: Raw -373472.871592 + Penalty 2619.778120 = -370853.093473
  nChanged 4
		SP:Iteration 20F (77966.600000 sec): 3 clusters
  Score: Raw -373473.931691 + Penalty 2619.778120 = -370854.153572
  nChanged 1
		SP:Iteration 21Q (77966.790000 sec): 3 clusters
  Score: Raw -373474.527627 + Penalty 2619.778120 = -370854.749507
  nChanged 2
		SP:Iteration 22Q (77966.950000 sec): 3 clusters
  Score: Raw -373475.119005 + Penalty 2619.778120 = -370855.340885
  nChanged 2
		SP:Iteration 23Q (77967.150000 sec): 3 clusters
  Score: Raw -373475.503375 + Penalty 2619.778120 = -370855.725255
  nChanged 0
		SP:Iteration 24F (77967.290000 sec): 3 clusters
  Score: Raw -373475.503375 + Penalty 2619.778120 = -370855.725255
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 78 (2505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77967.400000 sec): 2 clusters
  Score: Raw -280394.953964 + Penalty 1271.732152 = -279123.221811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77967.580000 sec): 3 clusters
  Score: Raw -279219.695086 + Penalty 2543.464304 = -276676.230782
  nChanged 940
		SP:Iteration 1F (77967.750000 sec): 3 clusters
  Score: Raw -279889.621027 + Penalty 2543.464304 = -277346.156722
  nChanged 247
		SP:Iteration 2F (77967.970000 sec): 3 clusters
  Score: Raw -280141.342451 + Penalty 2543.464304 = -277597.878146
  nChanged 184
		SP:Iteration 3F (77968.130000 sec): 3 clusters
  Score: Raw -280308.185150 + Penalty 2543.464304 = -277764.720846
  nChanged 128
		SP:Iteration 4F (77968.360000 sec): 3 clusters
  Score: Raw -280414.896542 + Penalty 2543.464304 = -277871.432237
  nChanged 95
		SP:Iteration 5Q (77968.490000 sec): 3 clusters
  Score: Raw -280497.967149 + Penalty 2543.464304 = -277954.502845
  nChanged 81
		SP:Iteration 6Q (77968.650000 sec): 3 clusters
  Score: Raw -280548.510505 + Penalty 2543.464304 = -278005.046200
  nChanged 64
		SP:Iteration 7Q (77968.840000 sec): 3 clusters
  Score: Raw -280598.023619 + Penalty 2543.464304 = -278054.559314
  nChanged 55
		SP:Iteration 8Q (77969.000000 sec): 3 clusters
  Score: Raw -280638.129553 + Penalty 2543.464304 = -278094.665249
  nChanged 46
		SP:Iteration 9Q (77969.170000 sec): 3 clusters
  Score: Raw -280667.858136 + Penalty 2543.464304 = -278124.393831
  nChanged 40
		SP:Iteration 10Q (77969.360000 sec): 3 clusters
  Score: Raw -280691.444902 + Penalty 2543.464304 = -278147.980598
  nChanged 32
		SP:Iteration 11Q (77969.580000 sec): 3 clusters
  Score: Raw -280712.710274 + Penalty 2543.464304 = -278169.245970
  nChanged 40
		SP:Iteration 12Q (77969.750000 sec): 3 clusters
  Score: Raw -280732.481896 + Penalty 2543.464304 = -278189.017592
  nChanged 31
		SP:Iteration 13Q (77969.900000 sec): 3 clusters
  Score: Raw -280747.281351 + Penalty 2543.464304 = -278203.817047
  nChanged 34
		SP:Iteration 14Q (77970.070000 sec): 3 clusters
  Score: Raw -280769.082941 + Penalty 2543.464304 = -278225.618637
  nChanged 43
		SP:Iteration 15Q (77970.240000 sec): 3 clusters
  Score: Raw -280800.868548 + Penalty 2543.464304 = -278257.404243
  nChanged 44
		SP:Iteration 16Q (77970.430000 sec): 3 clusters
  Score: Raw -280834.407858 + Penalty 2543.464304 = -278290.943554
  nChanged 41
		SP:Iteration 17Q (77970.590000 sec): 3 clusters
  Score: Raw -280870.049741 + Penalty 2543.464304 = -278326.585437
  nChanged 51
		SP:Iteration 18Q (77970.780000 sec): 3 clusters
  Score: Raw -280916.732498 + Penalty 2543.464304 = -278373.268194
  nChanged 58
		SP:Iteration 19Q (77970.950000 sec): 3 clusters
  Score: Raw -280960.321680 + Penalty 2543.464304 = -278416.857375
  nChanged 43
		SP:Iteration 20F (77971.160000 sec): 3 clusters
  Score: Raw -280985.260463 + Penalty 2543.464304 = -278441.796159
  nChanged 30
		SP:Iteration 21Q (77971.340000 sec): 3 clusters
  Score: Raw -281001.451125 + Penalty 2543.464304 = -278457.986820
  nChanged 24
		SP:Iteration 22Q (77971.520000 sec): 3 clusters
  Score: Raw -281014.911306 + Penalty 2543.464304 = -278471.447002
  nChanged 23
		SP:Iteration 23Q (77971.680000 sec): 3 clusters
  Score: Raw -281029.628970 + Penalty 2543.464304 = -278486.164666
  nChanged 28
		SP:Iteration 24Q (77971.870000 sec): 3 clusters
  Score: Raw -281045.836215 + Penalty 2543.464304 = -278502.371910
  nChanged 18
		SP:Iteration 25Q (77972.060000 sec): 3 clusters
  Score: Raw -281053.240621 + Penalty 2543.464304 = -278509.776316
  nChanged 16
		SP:Iteration 26Q (77972.260000 sec): 3 clusters
  Score: Raw -281060.776288 + Penalty 2543.464304 = -278517.311984
  nChanged 21
		SP:Iteration 27Q (77972.410000 sec): 3 clusters
  Score: Raw -281069.767927 + Penalty 2543.464304 = -278526.303623
  nChanged 13
		SP:Iteration 28Q (77972.590000 sec): 3 clusters
  Score: Raw -281075.334514 + Penalty 2543.464304 = -278531.870209
  nChanged 12
		SP:Iteration 29Q (77972.760000 sec): 3 clusters
  Score: Raw -281082.461107 + Penalty 2543.464304 = -278538.996803
  nChanged 15
		SP:Iteration 30Q (77972.970000 sec): 3 clusters
  Score: Raw -281090.905665 + Penalty 2543.464304 = -278547.441361
  nChanged 12
		SP:Iteration 31Q (77973.120000 sec): 3 clusters
  Score: Raw -281096.523963 + Penalty 2543.464304 = -278553.059658
  nChanged 9
		SP:Iteration 32Q (77973.300000 sec): 3 clusters
  Score: Raw -281100.210762 + Penalty 2543.464304 = -278556.746458
  nChanged 10
		SP:Iteration 33Q (77973.470000 sec): 3 clusters
  Score: Raw -281107.421857 + Penalty 2543.464304 = -278563.957553
  nChanged 16
		SP:Iteration 34Q (77973.690000 sec): 3 clusters
  Score: Raw -281115.224804 + Penalty 2543.464304 = -278571.760500
  nChanged 14
		SP:Iteration 35Q (77973.830000 sec): 3 clusters
  Score: Raw -281121.320737 + Penalty 2543.464304 = -278577.856432
  nChanged 9
		SP:Iteration 36Q (77974.000000 sec): 3 clusters
  Score: Raw -281125.982749 + Penalty 2543.464304 = -278582.518445
  nChanged 9
		SP:Iteration 37Q (77974.180000 sec): 3 clusters
  Score: Raw -281132.832826 + Penalty 2543.464304 = -278589.368522
  nChanged 11
		SP:Iteration 38Q (77974.360000 sec): 3 clusters
  Score: Raw -281139.188770 + Penalty 2543.464304 = -278595.724465
  nChanged 12
		SP:Iteration 39Q (77974.560000 sec): 3 clusters
  Score: Raw -281143.987427 + Penalty 2543.464304 = -278600.523123
  nChanged 4
		SP:Iteration 40F (77974.750000 sec): 3 clusters
  Score: Raw -281146.226244 + Penalty 2543.464304 = -278602.761940
  nChanged 3
		SP:Iteration 41Q (77974.920000 sec): 3 clusters
  Score: Raw -281147.181462 + Penalty 2543.464304 = -278603.717158
  nChanged 2
		SP:Iteration 42Q (77975.060000 sec): 3 clusters
  Score: Raw -281148.822621 + Penalty 2543.464304 = -278605.358316
  nChanged 2
		SP:Iteration 43Q (77975.270000 sec): 3 clusters
  Score: Raw -281149.577129 + Penalty 2543.464304 = -278606.112825
  nChanged 4
		SP:Iteration 44Q (77975.430000 sec): 3 clusters
  Score: Raw -281151.073792 + Penalty 2543.464304 = -278607.609488
  nChanged 1
		SP:Iteration 45Q (77975.580000 sec): 3 clusters
  Score: Raw -281151.323282 + Penalty 2543.464304 = -278607.858977
  nChanged 2
		SP:Iteration 46Q (77975.760000 sec): 3 clusters
  Score: Raw -281151.790774 + Penalty 2543.464304 = -278608.326470
  nChanged 1
		SP:Iteration 47Q (77975.980000 sec): 3 clusters
  Score: Raw -281152.254159 + Penalty 2543.464304 = -278608.789854
  nChanged 2
		SP:Iteration 48Q (77976.120000 sec): 3 clusters
  Score: Raw -281153.230204 + Penalty 2543.464304 = -278609.765900
  nChanged 2
		SP:Iteration 49Q (77976.290000 sec): 3 clusters
  Score: Raw -281153.901518 + Penalty 2543.464304 = -278610.437214
  nChanged 5
		SP:Iteration 50Q (77976.480000 sec): 3 clusters
  Score: Raw -281155.316863 + Penalty 2543.464304 = -278611.852559
  nChanged 4
		SP:Iteration 51Q (77976.670000 sec): 3 clusters
  Score: Raw -281156.432785 + Penalty 2543.464304 = -278612.968480
  nChanged 2
		SP:Iteration 52Q (77976.850000 sec): 3 clusters
  Score: Raw -281156.782915 + Penalty 2543.464304 = -278613.318610
  nChanged 0
		SP:Iteration 53F (77976.980000 sec): 3 clusters
  Score: Raw -281156.782915 + Penalty 2543.464304 = -278613.318610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 79 (1999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77977.110000 sec): 2 clusters
  Score: Raw -237277.702617 + Penalty 1235.065379 = -236042.637238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77977.240000 sec): 3 clusters
  Score: Raw -236409.656425 + Penalty 2470.130759 = -233939.525666
  nChanged 705
		SP:Iteration 1F (77977.440000 sec): 3 clusters
  Score: Raw -236912.769651 + Penalty 2470.130759 = -234442.638892
  nChanged 177
		SP:Iteration 2F (77977.620000 sec): 3 clusters
  Score: Raw -237110.918041 + Penalty 2470.130759 = -234640.787282
  nChanged 125
		SP:Iteration 3F (77977.800000 sec): 3 clusters
  Score: Raw -237228.316294 + Penalty 2470.130759 = -234758.185536
  nChanged 95
		SP:Iteration 4Q (77978.000000 sec): 3 clusters
  Score: Raw -237299.910363 + Penalty 2470.130759 = -234829.779604
  nChanged 62
		SP:Iteration 5Q (77978.150000 sec): 3 clusters
  Score: Raw -237346.653464 + Penalty 2470.130759 = -234876.522705
  nChanged 50
		SP:Iteration 6Q (77978.360000 sec): 3 clusters
  Score: Raw -237384.631227 + Penalty 2470.130759 = -234914.500468
  nChanged 41
		SP:Iteration 7Q (77978.520000 sec): 3 clusters
  Score: Raw -237415.053288 + Penalty 2470.130759 = -234944.922529
  nChanged 43
		SP:Iteration 8Q (77978.700000 sec): 3 clusters
  Score: Raw -237451.370815 + Penalty 2470.130759 = -234981.240057
  nChanged 45
		SP:Iteration 9Q (77978.900000 sec): 3 clusters
  Score: Raw -237488.787114 + Penalty 2470.130759 = -235018.656355
  nChanged 41
		SP:Iteration 10Q (77979.070000 sec): 3 clusters
  Score: Raw -237521.277957 + Penalty 2470.130759 = -235051.147199
  nChanged 38
		SP:Iteration 11Q (77979.230000 sec): 3 clusters
  Score: Raw -237545.915421 + Penalty 2470.130759 = -235075.784662
  nChanged 22
		SP:Iteration 12Q (77979.370000 sec): 3 clusters
  Score: Raw -237559.335974 + Penalty 2470.130759 = -235089.205215
  nChanged 20
		SP:Iteration 13Q (77979.550000 sec): 3 clusters
  Score: Raw -237569.839279 + Penalty 2470.130759 = -235099.708520
  nChanged 17
		SP:Iteration 14Q (77979.690000 sec): 3 clusters
  Score: Raw -237577.439806 + Penalty 2470.130759 = -235107.309047
  nChanged 12
		SP:Iteration 15Q (77979.880000 sec): 3 clusters
  Score: Raw -237584.596758 + Penalty 2470.130759 = -235114.465999
  nChanged 15
		SP:Iteration 16Q (77980.040000 sec): 3 clusters
  Score: Raw -237595.110238 + Penalty 2470.130759 = -235124.979480
  nChanged 13
		SP:Iteration 17Q (77980.200000 sec): 3 clusters
  Score: Raw -237604.673958 + Penalty 2470.130759 = -235134.543199
  nChanged 13
		SP:Iteration 18Q (77980.390000 sec): 3 clusters
  Score: Raw -237610.815345 + Penalty 2470.130759 = -235140.684586
  nChanged 13
		SP:Iteration 19Q (77980.530000 sec): 3 clusters
  Score: Raw -237619.284141 + Penalty 2470.130759 = -235149.153382
  nChanged 19
		SP:Iteration 20F (77980.740000 sec): 3 clusters
  Score: Raw -237628.446270 + Penalty 2470.130759 = -235158.315512
  nChanged 15
		SP:Iteration 21Q (77980.890000 sec): 3 clusters
  Score: Raw -237635.882340 + Penalty 2470.130759 = -235165.751581
  nChanged 11
		SP:Iteration 22Q (77981.040000 sec): 3 clusters
  Score: Raw -237641.778109 + Penalty 2470.130759 = -235171.647350
  nChanged 7
		SP:Iteration 23Q (77981.190000 sec): 3 clusters
  Score: Raw -237643.874567 + Penalty 2470.130759 = -235173.743809
  nChanged 0
		SP:Iteration 24F (77981.360000 sec): 3 clusters
  Score: Raw -237643.874567 + Penalty 2470.130759 = -235173.743809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 80 (3632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77981.460000 sec): 2 clusters
  Score: Raw -426356.369545 + Penalty 1332.100045 = -425024.269500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77981.640000 sec): 3 clusters
  Score: Raw -424535.866560 + Penalty 2664.200090 = -421871.666470
  nChanged 1351
		SP:Iteration 1F (77981.800000 sec): 3 clusters
  Score: Raw -425418.473858 + Penalty 2664.200090 = -422754.273767
  nChanged 333
		SP:Iteration 2F (77981.960000 sec): 3 clusters
  Score: Raw -425792.489909 + Penalty 2664.200090 = -423128.289818
  nChanged 277
		SP:Iteration 3F (77982.120000 sec): 3 clusters
  Score: Raw -426111.470125 + Penalty 2664.200090 = -423447.270035
  nChanged 244
		SP:Iteration 4F (77982.340000 sec): 3 clusters
  Score: Raw -426326.685934 + Penalty 2664.200090 = -423662.485844
  nChanged 204
		SP:Iteration 5F (77982.490000 sec): 3 clusters
  Score: Raw -426478.137933 + Penalty 2664.200090 = -423813.937843
  nChanged 160
		SP:Iteration 6Q (77982.700000 sec): 3 clusters
  Score: Raw -426583.704021 + Penalty 2664.200090 = -423919.503931
  nChanged 119
		SP:Iteration 7Q (77982.850000 sec): 3 clusters
  Score: Raw -426670.892418 + Penalty 2664.200090 = -424006.692328
  nChanged 118
		SP:Iteration 8Q (77983.080000 sec): 3 clusters
  Score: Raw -426756.567943 + Penalty 2664.200090 = -424092.367853
  nChanged 114
		SP:Iteration 9Q (77983.260000 sec): 3 clusters
  Score: Raw -426830.886816 + Penalty 2664.200090 = -424166.686725
  nChanged 111
		SP:Iteration 10Q (77983.400000 sec): 3 clusters
  Score: Raw -426918.510983 + Penalty 2664.200090 = -424254.310892
  nChanged 100
		SP:Iteration 11Q (77983.600000 sec): 3 clusters
  Score: Raw -426999.820451 + Penalty 2664.200090 = -424335.620360
  nChanged 107
		SP:Iteration 12Q (77983.770000 sec): 3 clusters
  Score: Raw -427081.402290 + Penalty 2664.200090 = -424417.202199
  nChanged 110
		SP:Iteration 13Q (77983.950000 sec): 3 clusters
  Score: Raw -427177.166998 + Penalty 2664.200090 = -424512.966908
  nChanged 92
		SP:Iteration 14Q (77984.110000 sec): 3 clusters
  Score: Raw -427251.625540 + Penalty 2664.200090 = -424587.425450
  nChanged 76
		SP:Iteration 15Q (77984.280000 sec): 3 clusters
  Score: Raw -427307.708609 + Penalty 2664.200090 = -424643.508518
  nChanged 59
		SP:Iteration 16Q (77984.430000 sec): 3 clusters
  Score: Raw -427344.981735 + Penalty 2664.200090 = -424680.781645
  nChanged 50
		SP:Iteration 17Q (77984.600000 sec): 3 clusters
  Score: Raw -427377.270026 + Penalty 2664.200090 = -424713.069936
  nChanged 49
		SP:Iteration 18Q (77984.760000 sec): 3 clusters
  Score: Raw -427402.961819 + Penalty 2664.200090 = -424738.761728
  nChanged 39
		SP:Iteration 19Q (77984.900000 sec): 3 clusters
  Score: Raw -427421.331132 + Penalty 2664.200090 = -424757.131041
  nChanged 22
		SP:Iteration 20F (77985.060000 sec): 3 clusters
  Score: Raw -427430.298270 + Penalty 2664.200090 = -424766.098179
  nChanged 13
		SP:Iteration 21Q (77985.260000 sec): 3 clusters
  Score: Raw -427434.720034 + Penalty 2664.200090 = -424770.519944
  nChanged 5
		SP:Iteration 22Q (77985.420000 sec): 3 clusters
  Score: Raw -427436.985779 + Penalty 2664.200090 = -424772.785688
  nChanged 3
		SP:Iteration 23Q (77985.600000 sec): 3 clusters
  Score: Raw -427437.572271 + Penalty 2664.200090 = -424773.372180
  nChanged 1
		SP:Iteration 24Q (77985.790000 sec): 3 clusters
  Score: Raw -427438.054343 + Penalty 2664.200090 = -424773.854252
  nChanged 0
		SP:Iteration 25F (77986.020000 sec): 3 clusters
  Score: Raw -427438.054343 + Penalty 2664.200090 = -424773.854252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 81 (5004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77986.140000 sec): 2 clusters
  Score: Raw -584781.880703 + Penalty 1384.173842 = -583397.706862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77986.300000 sec): 3 clusters
  Score: Raw -582195.682793 + Penalty 2768.347683 = -579427.335110
  nChanged 2032
		SP:Iteration 1F (77986.510000 sec): 3 clusters
  Score: Raw -583447.954369 + Penalty 2768.347683 = -580679.606686
  nChanged 440
		SP:Iteration 2F (77986.710000 sec): 3 clusters
  Score: Raw -583770.774242 + Penalty 2768.347683 = -581002.426559
  nChanged 354
		SP:Iteration 3F (77986.930000 sec): 3 clusters
  Score: Raw -584039.510751 + Penalty 2768.347683 = -581271.163068
  nChanged 301
		SP:Iteration 4F (77987.100000 sec): 3 clusters
  Score: Raw -584253.711503 + Penalty 2768.347683 = -581485.363820
  nChanged 234
		SP:Iteration 5Q (77987.270000 sec): 3 clusters
  Score: Raw -584389.789897 + Penalty 2768.347683 = -581621.442213
  nChanged 185
		SP:Iteration 6Q (77987.450000 sec): 3 clusters
  Score: Raw -584500.653878 + Penalty 2768.347683 = -581732.306195
  nChanged 175
		SP:Iteration 7Q (77987.630000 sec): 3 clusters
  Score: Raw -584637.848299 + Penalty 2768.347683 = -581869.500616
  nChanged 183
		SP:Iteration 8Q (77987.820000 sec): 3 clusters
  Score: Raw -584791.357403 + Penalty 2768.347683 = -582023.009720
  nChanged 209
		SP:Iteration 9Q (77988.010000 sec): 3 clusters
  Score: Raw -585008.315262 + Penalty 2768.347683 = -582239.967579
  nChanged 227
		SP:Iteration 10Q (77988.190000 sec): 3 clusters
  Score: Raw -585262.693916 + Penalty 2768.347683 = -582494.346233
  nChanged 226
		SP:Iteration 11Q (77988.370000 sec): 3 clusters
  Score: Raw -585522.588050 + Penalty 2768.347683 = -582754.240367
  nChanged 188
		SP:Iteration 12Q (77988.590000 sec): 3 clusters
  Score: Raw -585698.266285 + Penalty 2768.347683 = -582929.918602
  nChanged 135
		SP:Iteration 13Q (77988.730000 sec): 3 clusters
  Score: Raw -585801.903758 + Penalty 2768.347683 = -583033.556075
  nChanged 106
		SP:Iteration 14Q (77988.940000 sec): 3 clusters
  Score: Raw -585871.439869 + Penalty 2768.347683 = -583103.092185
  nChanged 73
		SP:Iteration 15Q (77989.090000 sec): 3 clusters
  Score: Raw -585919.104354 + Penalty 2768.347683 = -583150.756670
  nChanged 70
		SP:Iteration 16Q (77989.280000 sec): 3 clusters
  Score: Raw -585955.514893 + Penalty 2768.347683 = -583187.167210
  nChanged 48
		SP:Iteration 17Q (77989.460000 sec): 3 clusters
  Score: Raw -585978.279786 + Penalty 2768.347683 = -583209.932103
  nChanged 34
		SP:Iteration 18Q (77989.660000 sec): 3 clusters
  Score: Raw -585996.640195 + Penalty 2768.347683 = -583228.292512
  nChanged 31
		SP:Iteration 19Q (77989.820000 sec): 3 clusters
  Score: Raw -586014.047860 + Penalty 2768.347683 = -583245.700176
  nChanged 28
		SP:Iteration 20F (77990.020000 sec): 3 clusters
  Score: Raw -586036.153118 + Penalty 2768.347683 = -583267.805435
  nChanged 35
		SP:Iteration 21Q (77990.210000 sec): 3 clusters
  Score: Raw -586068.889214 + Penalty 2768.347683 = -583300.541530
  nChanged 39
		SP:Iteration 22Q (77990.400000 sec): 3 clusters
  Score: Raw -586100.442953 + Penalty 2768.347683 = -583332.095269
  nChanged 35
		SP:Iteration 23Q (77990.570000 sec): 3 clusters
  Score: Raw -586123.027572 + Penalty 2768.347683 = -583354.679889
  nChanged 25
		SP:Iteration 24Q (77990.770000 sec): 3 clusters
  Score: Raw -586150.192759 + Penalty 2768.347683 = -583381.845076
  nChanged 33
		SP:Iteration 25Q (77990.950000 sec): 3 clusters
  Score: Raw -586182.628699 + Penalty 2768.347683 = -583414.281015
  nChanged 34
		SP:Iteration 26Q (77991.130000 sec): 3 clusters
  Score: Raw -586200.016270 + Penalty 2768.347683 = -583431.668586
  nChanged 17
		SP:Iteration 27Q (77991.320000 sec): 3 clusters
  Score: Raw -586205.662677 + Penalty 2768.347683 = -583437.314994
  nChanged 9
		SP:Iteration 28Q (77991.490000 sec): 3 clusters
  Score: Raw -586207.752367 + Penalty 2768.347683 = -583439.404684
  nChanged 5
		SP:Iteration 29Q (77991.710000 sec): 3 clusters
  Score: Raw -586209.036132 + Penalty 2768.347683 = -583440.688449
  nChanged 2
		SP:Iteration 30Q (77991.860000 sec): 3 clusters
  Score: Raw -586209.278610 + Penalty 2768.347683 = -583440.930927
  nChanged 0
		SP:Iteration 31F (77992.050000 sec): 3 clusters
  Score: Raw -586209.278610 + Penalty 2768.347683 = -583440.930927
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 82 (11792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77992.200000 sec): 2 clusters
  Score: Raw -1431378.268288 + Penalty 1523.466200 = -1429854.802088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77992.410000 sec): 3 clusters
  Score: Raw -1424557.389130 + Penalty 3046.932400 = -1421510.456730
  nChanged 5148
		SP:Iteration 1F (77992.600000 sec): 3 clusters
  Score: Raw -1427473.312759 + Penalty 3046.932400 = -1424426.380360
  nChanged 764
		SP:Iteration 2F (77992.780000 sec): 3 clusters
  Score: Raw -1427867.400436 + Penalty 3046.932400 = -1424820.468036
  nChanged 689
		SP:Iteration 3F (77993.030000 sec): 3 clusters
  Score: Raw -1428249.089251 + Penalty 3046.932400 = -1425202.156851
  nChanged 685
		SP:Iteration 4F (77993.220000 sec): 3 clusters
  Score: Raw -1428658.355604 + Penalty 3046.932400 = -1425611.423204
  nChanged 676
		SP:Iteration 5F (77993.490000 sec): 3 clusters
  Score: Raw -1429102.391464 + Penalty 3046.932400 = -1426055.459064
  nChanged 685
		SP:Iteration 6F (77993.690000 sec): 3 clusters
  Score: Raw -1429568.353466 + Penalty 3046.932400 = -1426521.421066
  nChanged 636
		SP:Iteration 7F (77993.860000 sec): 3 clusters
  Score: Raw -1429969.676013 + Penalty 3046.932400 = -1426922.743613
  nChanged 542
		SP:Iteration 8Q (77994.100000 sec): 3 clusters
  Score: Raw -1430250.553862 + Penalty 3046.932400 = -1427203.621462
  nChanged 395
		SP:Iteration 9Q (77994.330000 sec): 3 clusters
  Score: Raw -1430439.937217 + Penalty 3046.932400 = -1427393.004817
  nChanged 330
		SP:Iteration 10Q (77994.560000 sec): 3 clusters
  Score: Raw -1430610.663199 + Penalty 3046.932400 = -1427563.730800
  nChanged 290
		SP:Iteration 11Q (77994.740000 sec): 3 clusters
  Score: Raw -1430739.409395 + Penalty 3046.932400 = -1427692.476995
  nChanged 210
		SP:Iteration 12Q (77994.960000 sec): 3 clusters
  Score: Raw -1430826.188130 + Penalty 3046.932400 = -1427779.255730
  nChanged 183
		SP:Iteration 13Q (77995.210000 sec): 3 clusters
  Score: Raw -1430895.224744 + Penalty 3046.932400 = -1427848.292344
  nChanged 144
		SP:Iteration 14Q (77995.410000 sec): 3 clusters
  Score: Raw -1430948.834070 + Penalty 3046.932400 = -1427901.901671
  nChanged 143
		SP:Iteration 15Q (77995.640000 sec): 3 clusters
  Score: Raw -1430994.278055 + Penalty 3046.932400 = -1427947.345655
  nChanged 123
		SP:Iteration 16Q (77995.840000 sec): 3 clusters
  Score: Raw -1431035.319119 + Penalty 3046.932400 = -1427988.386720
  nChanged 108
		SP:Iteration 17Q (77996.050000 sec): 3 clusters
  Score: Raw -1431077.292574 + Penalty 3046.932400 = -1428030.360175
  nChanged 133
		SP:Iteration 18Q (77996.300000 sec): 3 clusters
  Score: Raw -1431128.363462 + Penalty 3046.932400 = -1428081.431062
  nChanged 118
		SP:Iteration 19Q (77996.520000 sec): 3 clusters
  Score: Raw -1431169.503630 + Penalty 3046.932400 = -1428122.571230
  nChanged 114
		SP:Iteration 20F (77996.730000 sec): 3 clusters
  Score: Raw -1431214.613343 + Penalty 3046.932400 = -1428167.680943
  nChanged 100
		SP:Iteration 21Q (77996.970000 sec): 3 clusters
  Score: Raw -1431250.401343 + Penalty 3046.932400 = -1428203.468943
  nChanged 88
		SP:Iteration 22Q (77997.170000 sec): 3 clusters
  Score: Raw -1431280.705787 + Penalty 3046.932400 = -1428233.773388
  nChanged 75
		SP:Iteration 23Q (77997.430000 sec): 3 clusters
  Score: Raw -1431301.504689 + Penalty 3046.932400 = -1428254.572289
  nChanged 62
		SP:Iteration 24Q (77997.650000 sec): 3 clusters
  Score: Raw -1431318.424337 + Penalty 3046.932400 = -1428271.491937
  nChanged 59
		SP:Iteration 25Q (77997.860000 sec): 3 clusters
  Score: Raw -1431337.927881 + Penalty 3046.932400 = -1428290.995482
  nChanged 38
		SP:Iteration 26Q (77998.080000 sec): 3 clusters
  Score: Raw -1431352.637626 + Penalty 3046.932400 = -1428305.705226
  nChanged 41
		SP:Iteration 27Q (77998.280000 sec): 3 clusters
  Score: Raw -1431370.510194 + Penalty 3046.932400 = -1428323.577795
  nChanged 49
		SP:Iteration 28Q (77998.520000 sec): 3 clusters
  Score: Raw -1431393.252664 + Penalty 3046.932400 = -1428346.320264
  nChanged 56
		SP:Iteration 29Q (77998.700000 sec): 3 clusters
  Score: Raw -1431419.229085 + Penalty 3046.932400 = -1428372.296685
  nChanged 44
		SP:Iteration 30Q (77998.950000 sec): 3 clusters
  Score: Raw -1431447.788328 + Penalty 3046.932400 = -1428400.855928
  nChanged 52
		SP:Iteration 31Q (77999.160000 sec): 3 clusters
  Score: Raw -1431479.161972 + Penalty 3046.932400 = -1428432.229573
  nChanged 60
		SP:Iteration 32Q (77999.410000 sec): 3 clusters
  Score: Raw -1431513.900131 + Penalty 3046.932400 = -1428466.967731
  nChanged 60
		SP:Iteration 33Q (77999.630000 sec): 3 clusters
  Score: Raw -1431555.758610 + Penalty 3046.932400 = -1428508.826211
  nChanged 57
		SP:Iteration 34Q (77999.840000 sec): 3 clusters
  Score: Raw -1431585.764738 + Penalty 3046.932400 = -1428538.832339
  nChanged 46
		SP:Iteration 35Q (78000.040000 sec): 3 clusters
  Score: Raw -1431606.168422 + Penalty 3046.932400 = -1428559.236022
  nChanged 41
		SP:Iteration 36Q (78000.250000 sec): 3 clusters
  Score: Raw -1431622.744821 + Penalty 3046.932400 = -1428575.812421
  nChanged 41
		SP:Iteration 37Q (78000.490000 sec): 3 clusters
  Score: Raw -1431643.265884 + Penalty 3046.932400 = -1428596.333484
  nChanged 37
		SP:Iteration 38Q (78000.710000 sec): 3 clusters
  Score: Raw -1431655.763816 + Penalty 3046.932400 = -1428608.831417
  nChanged 25
		SP:Iteration 39Q (78000.920000 sec): 3 clusters
  Score: Raw -1431663.692956 + Penalty 3046.932400 = -1428616.760556
  nChanged 22
		SP:Iteration 40F (78001.160000 sec): 3 clusters
  Score: Raw -1431672.134815 + Penalty 3046.932400 = -1428625.202415
  nChanged 20
		SP:Iteration 41Q (78001.350000 sec): 3 clusters
  Score: Raw -1431678.407996 + Penalty 3046.932400 = -1428631.475596
  nChanged 17
		SP:Iteration 42Q (78001.600000 sec): 3 clusters
  Score: Raw -1431682.873685 + Penalty 3046.932400 = -1428635.941286
  nChanged 9
		SP:Iteration 43Q (78001.810000 sec): 3 clusters
  Score: Raw -1431685.719772 + Penalty 3046.932400 = -1428638.787372
  nChanged 10
		SP:Iteration 44Q (78001.990000 sec): 3 clusters
  Score: Raw -1431688.951233 + Penalty 3046.932400 = -1428642.018834
  nChanged 12
		SP:Iteration 45Q (78002.230000 sec): 3 clusters
  Score: Raw -1431691.668054 + Penalty 3046.932400 = -1428644.735655
  nChanged 5
		SP:Iteration 46Q (78002.450000 sec): 3 clusters
  Score: Raw -1431692.826634 + Penalty 3046.932400 = -1428645.894234
  nChanged 6
		SP:Iteration 47Q (78002.660000 sec): 3 clusters
  Score: Raw -1431694.907948 + Penalty 3046.932400 = -1428647.975549
  nChanged 3
		SP:Iteration 48Q (78002.890000 sec): 3 clusters
  Score: Raw -1431695.574982 + Penalty 3046.932400 = -1428648.642583
  nChanged 2
		SP:Iteration 49Q (78003.090000 sec): 3 clusters
  Score: Raw -1431695.905671 + Penalty 3046.932400 = -1428648.973272
  nChanged 1
		SP:Iteration 50Q (78003.310000 sec): 3 clusters
  Score: Raw -1431696.044106 + Penalty 3046.932400 = -1428649.111706
  nChanged 1
		SP:Iteration 51Q (78003.500000 sec): 3 clusters
  Score: Raw -1431696.309156 + Penalty 3046.932400 = -1428649.376756
  nChanged 2
		SP:Iteration 52Q (78003.730000 sec): 3 clusters
  Score: Raw -1431696.792622 + Penalty 3046.932400 = -1428649.860223
  nChanged 2
		SP:Iteration 53Q (78003.930000 sec): 3 clusters
  Score: Raw -1431696.943470 + Penalty 3046.932400 = -1428650.011070
  nChanged 0
		SP:Iteration 54F (78004.130000 sec): 3 clusters
  Score: Raw -1431696.943470 + Penalty 3046.932400 = -1428650.011070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 83 (2329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78004.240000 sec): 2 clusters
  Score: Raw -256921.686379 + Penalty 1259.894069 = -255661.792311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78004.400000 sec): 3 clusters
  Score: Raw -255879.463981 + Penalty 2519.788138 = -253359.675844
  nChanged 870
		SP:Iteration 1F (78004.620000 sec): 3 clusters
  Score: Raw -256515.767065 + Penalty 2519.788138 = -253995.978927
  nChanged 214
		SP:Iteration 2F (78004.810000 sec): 3 clusters
  Score: Raw -256750.572263 + Penalty 2519.788138 = -254230.784125
  nChanged 178
		SP:Iteration 3F (78004.980000 sec): 3 clusters
  Score: Raw -257032.614725 + Penalty 2519.788138 = -254512.826587
  nChanged 202
		SP:Iteration 4F (78005.150000 sec): 3 clusters
  Score: Raw -257380.059269 + Penalty 2519.788138 = -254860.271132
  nChanged 172
		SP:Iteration 5F (78005.330000 sec): 3 clusters
  Score: Raw -257661.850214 + Penalty 2519.788138 = -255142.062076
  nChanged 118
		SP:Iteration 6F (78005.520000 sec): 3 clusters
  Score: Raw -257811.485533 + Penalty 2519.788138 = -255291.697395
  nChanged 74
		SP:Iteration 7Q (78005.690000 sec): 3 clusters
  Score: Raw -257884.103413 + Penalty 2519.788138 = -255364.315275
  nChanged 52
		SP:Iteration 8Q (78005.870000 sec): 3 clusters
  Score: Raw -257929.339383 + Penalty 2519.788138 = -255409.551246
  nChanged 38
		SP:Iteration 9Q (78006.070000 sec): 3 clusters
  Score: Raw -257956.345814 + Penalty 2519.788138 = -255436.557676
  nChanged 24
		SP:Iteration 10Q (78006.260000 sec): 3 clusters
  Score: Raw -257978.731213 + Penalty 2519.788138 = -255458.943075
  nChanged 20
		SP:Iteration 11Q (78006.430000 sec): 3 clusters
  Score: Raw -257999.487021 + Penalty 2519.788138 = -255479.698884
  nChanged 22
		SP:Iteration 12Q (78006.630000 sec): 3 clusters
  Score: Raw -258027.269370 + Penalty 2519.788138 = -255507.481232
  nChanged 26
		SP:Iteration 13Q (78006.800000 sec): 3 clusters
  Score: Raw -258055.470907 + Penalty 2519.788138 = -255535.682769
  nChanged 26
		SP:Iteration 14Q (78006.980000 sec): 3 clusters
  Score: Raw -258079.525361 + Penalty 2519.788138 = -255559.737223
  nChanged 26
		SP:Iteration 15Q (78007.190000 sec): 3 clusters
  Score: Raw -258102.190920 + Penalty 2519.788138 = -255582.402783
  nChanged 19
		SP:Iteration 16Q (78007.330000 sec): 3 clusters
  Score: Raw -258117.794038 + Penalty 2519.788138 = -255598.005901
  nChanged 16
		SP:Iteration 17Q (78007.530000 sec): 3 clusters
  Score: Raw -258131.310175 + Penalty 2519.788138 = -255611.522037
  nChanged 9
		SP:Iteration 18Q (78007.700000 sec): 3 clusters
  Score: Raw -258140.389507 + Penalty 2519.788138 = -255620.601370
  nChanged 9
		SP:Iteration 19Q (78007.860000 sec): 3 clusters
  Score: Raw -258146.548959 + Penalty 2519.788138 = -255626.760821
  nChanged 5
		SP:Iteration 20F (78008.030000 sec): 3 clusters
  Score: Raw -258150.269431 + Penalty 2519.788138 = -255630.481293
  nChanged 7
		SP:Iteration 21Q (78008.220000 sec): 3 clusters
  Score: Raw -258155.895629 + Penalty 2519.788138 = -255636.107491
  nChanged 7
		SP:Iteration 22Q (78008.380000 sec): 3 clusters
  Score: Raw -258158.999426 + Penalty 2519.788138 = -255639.211288
  nChanged 3
		SP:Iteration 23Q (78008.600000 sec): 3 clusters
  Score: Raw -258162.286897 + Penalty 2519.788138 = -255642.498759
  nChanged 4
		SP:Iteration 24Q (78008.790000 sec): 3 clusters
  Score: Raw -258164.638557 + Penalty 2519.788138 = -255644.850419
  nChanged 5
		SP:Iteration 25Q (78008.960000 sec): 3 clusters
  Score: Raw -258167.782186 + Penalty 2519.788138 = -255647.994049
  nChanged 4
		SP:Iteration 26Q (78009.170000 sec): 3 clusters
  Score: Raw -258170.870215 + Penalty 2519.788138 = -255651.082078
  nChanged 2
		SP:Iteration 27Q (78009.350000 sec): 3 clusters
  Score: Raw -258171.349979 + Penalty 2519.788138 = -255651.561841
  nChanged 0
		SP:Iteration 28F (78009.520000 sec): 3 clusters
  Score: Raw -258171.349979 + Penalty 2519.788138 = -255651.561841
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 84 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78009.610000 sec): 2 clusters
  Score: Raw -11107.253876 + Penalty 880.836937 = -10226.416939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78009.800000 sec): 3 clusters
  Score: Raw -11392.710107 + Penalty 1761.673875 = -9631.036232
  nChanged 48
		SP:Iteration 1F (78009.990000 sec): 3 clusters
  Score: Raw -11667.117737 + Penalty 1761.673875 = -9905.443863
  nChanged 18
		SP:Iteration 2F (78010.150000 sec): 3 clusters
  Score: Raw -11733.466636 + Penalty 1761.673875 = -9971.792762
  nChanged 7
		SP:Iteration 3Q (78010.340000 sec): 3 clusters
  Score: Raw -11773.727246 + Penalty 1761.673875 = -10012.053371
  nChanged 5
		SP:Iteration 4Q (78010.510000 sec): 3 clusters
  Score: Raw -11794.832051 + Penalty 1761.673875 = -10033.158177
  nChanged 2
		SP:Iteration 5Q (78010.650000 sec): 3 clusters
  Score: Raw -11798.318782 + Penalty 1761.673875 = -10036.644907
  nChanged 1
		SP:Iteration 6Q (78010.810000 sec): 3 clusters
  Score: Raw -11800.554115 + Penalty 1761.673875 = -10038.880240
  nChanged 2
		SP:Iteration 7Q (78010.990000 sec): 3 clusters
  Score: Raw -11826.234778 + Penalty 1761.673875 = -10064.560904
  nChanged 1
		SP:Iteration 8Q (78011.170000 sec): 3 clusters
  Score: Raw -11830.195645 + Penalty 1761.673875 = -10068.521770
  nChanged 2
		SP:Iteration 9Q (78011.340000 sec): 3 clusters
  Score: Raw -11845.133015 + Penalty 1761.673875 = -10083.459141
  nChanged 4
		SP:Iteration 10Q (78011.520000 sec): 3 clusters
  Score: Raw -11874.662645 + Penalty 1761.673875 = -10112.988770
  nChanged 4
		SP:Iteration 11Q (78011.670000 sec): 3 clusters
  Score: Raw -11899.596791 + Penalty 1761.673875 = -10137.922917
  nChanged 2
		SP:Iteration 12Q (78011.840000 sec): 3 clusters
  Score: Raw -11924.901878 + Penalty 1761.673875 = -10163.228003
  nChanged 2
		SP:Iteration 13Q (78012.000000 sec): 3 clusters
  Score: Raw -11930.462368 + Penalty 1761.673875 = -10168.788494
  nChanged 1
		SP:Iteration 14Q (78012.210000 sec): 3 clusters
  Score: Raw -11931.549998 + Penalty 1761.673875 = -10169.876123
  nChanged 0
		SP:Iteration 15F (78012.350000 sec): 3 clusters
  Score: Raw -11933.096541 + Penalty 1761.673875 = -10171.422666
  nChanged 2
		SP:Iteration 16Q (78012.500000 sec): 3 clusters
  Score: Raw -11970.079480 + Penalty 1761.673875 = -10208.405606
  nChanged 2
		SP:Iteration 17Q (78012.650000 sec): 3 clusters
  Score: Raw -11978.631944 + Penalty 1761.673875 = -10216.958069
  nChanged 1
		SP:Iteration 18Q (78012.850000 sec): 3 clusters
  Score: Raw -11981.772274 + Penalty 1761.673875 = -10220.098399
  nChanged 2
		SP:Iteration 19Q (78012.990000 sec): 3 clusters
  Score: Raw -12002.218203 + Penalty 1761.673875 = -10240.544328
  nChanged 1
		SP:Iteration 20F (78013.170000 sec): 3 clusters
  Score: Raw -12004.731143 + Penalty 1761.673875 = -10243.057268
  nChanged 1
		SP:Iteration 21Q (78013.330000 sec): 3 clusters
  Score: Raw -12006.294737 + Penalty 1761.673875 = -10244.620862
  nChanged 1
		SP:Iteration 22Q (78013.470000 sec): 3 clusters
  Score: Raw -12008.044405 + Penalty 1761.673875 = -10246.370530
  nChanged 0
		SP:Iteration 23F (78013.680000 sec): 3 clusters
  Score: Raw -12008.044405 + Penalty 1761.673875 = -10246.370530
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 85 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78013.790000 sec): 2 clusters
  Score: Raw -42656.145219 + Penalty 986.869737 = -41669.275482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78013.950000 sec): 3 clusters
  Score: Raw -42636.875918 + Penalty 1973.739474 = -40663.136445
  nChanged 112
		SP:Iteration 1F (78014.090000 sec): 3 clusters
  Score: Raw -42823.250021 + Penalty 1973.739474 = -40849.510548
  nChanged 33
		SP:Iteration 2F (78014.280000 sec): 3 clusters
  Score: Raw -42939.421835 + Penalty 1973.739474 = -40965.682361
  nChanged 26
		SP:Iteration 3F (78014.490000 sec): 3 clusters
  Score: Raw -43032.155714 + Penalty 1973.739474 = -41058.416240
  nChanged 15
		SP:Iteration 4Q (78014.610000 sec): 3 clusters
  Score: Raw -43082.300267 + Penalty 1973.739474 = -41108.560793
  nChanged 9
		SP:Iteration 5Q (78014.790000 sec): 3 clusters
  Score: Raw -43121.896357 + Penalty 1973.739474 = -41148.156884
  nChanged 9
		SP:Iteration 6Q (78014.950000 sec): 3 clusters
  Score: Raw -43155.214172 + Penalty 1973.739474 = -41181.474698
  nChanged 8
		SP:Iteration 7Q (78015.130000 sec): 3 clusters
  Score: Raw -43188.832261 + Penalty 1973.739474 = -41215.092787
  nChanged 5
		SP:Iteration 8Q (78015.270000 sec): 3 clusters
  Score: Raw -43203.785253 + Penalty 1973.739474 = -41230.045779
  nChanged 4
		SP:Iteration 9Q (78015.480000 sec): 3 clusters
  Score: Raw -43216.767303 + Penalty 1973.739474 = -41243.027830
  nChanged 3
		SP:Iteration 10Q (78015.660000 sec): 3 clusters
  Score: Raw -43224.566944 + Penalty 1973.739474 = -41250.827470
  nChanged 2
		SP:Iteration 11Q (78015.800000 sec): 3 clusters
  Score: Raw -43227.580041 + Penalty 1973.739474 = -41253.840567
  nChanged 1
		SP:Iteration 12Q (78015.980000 sec): 3 clusters
  Score: Raw -43233.145818 + Penalty 1973.739474 = -41259.406344
  nChanged 2
		SP:Iteration 13Q (78016.190000 sec): 3 clusters
  Score: Raw -43235.325834 + Penalty 1973.739474 = -41261.586360
  nChanged 0
		SP:Iteration 14F (78016.340000 sec): 3 clusters
  Score: Raw -43235.325834 + Penalty 1973.739474 = -41261.586360
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 86 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78016.440000 sec): 2 clusters
  Score: Raw -17203.554657 + Penalty 843.855488 = -16359.699169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78016.630000 sec): 3 clusters
  Score: Raw -17423.814441 + Penalty 1687.710977 = -15736.103464
  nChanged 38
		SP:Iteration 1F (78016.790000 sec): 3 clusters
  Score: Raw -17536.990261 + Penalty 1687.710977 = -15849.279285
  nChanged 7
		SP:Iteration 2Q (78016.950000 sec): 3 clusters
  Score: Raw -17557.746565 + Penalty 1687.710977 = -15870.035588
  nChanged 5
		SP:Iteration 3Q (78017.120000 sec): 3 clusters
  Score: Raw -17579.966484 + Penalty 1687.710977 = -15892.255507
  nChanged 4
		SP:Iteration 4Q (78017.340000 sec): 3 clusters
  Score: Raw -17601.331667 + Penalty 1687.710977 = -15913.620691
  nChanged 3
		SP:Iteration 5Q (78017.470000 sec): 3 clusters
  Score: Raw -17619.214021 + Penalty 1687.710977 = -15931.503045
  nChanged 1
		SP:Iteration 6Q (78017.660000 sec): 3 clusters
  Score: Raw -17622.306257 + Penalty 1687.710977 = -15934.595280
  nChanged 0
		SP:Iteration 7F (78017.860000 sec): 3 clusters
  Score: Raw -17622.306257 + Penalty 1687.710977 = -15934.595280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 87 (2995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78017.940000 sec): 2 clusters
  Score: Raw -345659.972607 + Penalty 1300.763670 = -344359.208937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78018.090000 sec): 3 clusters
  Score: Raw -344281.891772 + Penalty 2601.527341 = -341680.364431
  nChanged 1145
		SP:Iteration 1F (78018.250000 sec): 3 clusters
  Score: Raw -345073.542194 + Penalty 2601.527341 = -342472.014853
  nChanged 281
		SP:Iteration 2F (78018.430000 sec): 3 clusters
  Score: Raw -345320.198145 + Penalty 2601.527341 = -342718.670804
  nChanged 199
		SP:Iteration 3F (78018.580000 sec): 3 clusters
  Score: Raw -345487.224661 + Penalty 2601.527341 = -342885.697320
  nChanged 170
		SP:Iteration 4F (78018.730000 sec): 3 clusters
  Score: Raw -345649.643404 + Penalty 2601.527341 = -343048.116063
  nChanged 151
		SP:Iteration 5F (78018.890000 sec): 3 clusters
  Score: Raw -345801.508673 + Penalty 2601.527341 = -343199.981332
  nChanged 134
		SP:Iteration 6Q (78019.090000 sec): 3 clusters
  Score: Raw -345918.244703 + Penalty 2601.527341 = -343316.717363
  nChanged 109
		SP:Iteration 7Q (78019.280000 sec): 3 clusters
  Score: Raw -346009.900499 + Penalty 2601.527341 = -343408.373159
  nChanged 102
		SP:Iteration 8Q (78019.460000 sec): 3 clusters
  Score: Raw -346089.599481 + Penalty 2601.527341 = -343488.072140
  nChanged 79
		SP:Iteration 9Q (78019.640000 sec): 3 clusters
  Score: Raw -346144.786076 + Penalty 2601.527341 = -343543.258736
  nChanged 61
		SP:Iteration 10Q (78019.870000 sec): 3 clusters
  Score: Raw -346178.032190 + Penalty 2601.527341 = -343576.504849
  nChanged 49
		SP:Iteration 11Q (78020.020000 sec): 3 clusters
  Score: Raw -346203.906652 + Penalty 2601.527341 = -343602.379311
  nChanged 31
		SP:Iteration 12Q (78020.200000 sec): 3 clusters
  Score: Raw -346215.985839 + Penalty 2601.527341 = -343614.458498
  nChanged 19
		SP:Iteration 13Q (78020.360000 sec): 3 clusters
  Score: Raw -346224.054847 + Penalty 2601.527341 = -343622.527506
  nChanged 18
		SP:Iteration 14Q (78020.540000 sec): 3 clusters
  Score: Raw -346230.945732 + Penalty 2601.527341 = -343629.418391
  nChanged 17
		SP:Iteration 15Q (78020.690000 sec): 3 clusters
  Score: Raw -346237.646343 + Penalty 2601.527341 = -343636.119002
  nChanged 16
		SP:Iteration 16Q (78020.900000 sec): 3 clusters
  Score: Raw -346244.346935 + Penalty 2601.527341 = -343642.819594
  nChanged 13
		SP:Iteration 17Q (78021.070000 sec): 3 clusters
  Score: Raw -346247.264922 + Penalty 2601.527341 = -343645.737581
  nChanged 10
		SP:Iteration 18Q (78021.260000 sec): 3 clusters
  Score: Raw -346250.817290 + Penalty 2601.527341 = -343649.289949
  nChanged 11
		SP:Iteration 19Q (78021.450000 sec): 3 clusters
  Score: Raw -346253.541308 + Penalty 2601.527341 = -343652.013967
  nChanged 12
		SP:Iteration 20F (78021.620000 sec): 3 clusters
  Score: Raw -346257.541621 + Penalty 2601.527341 = -343656.014280
  nChanged 16
		SP:Iteration 21Q (78021.810000 sec): 3 clusters
  Score: Raw -346265.306785 + Penalty 2601.527341 = -343663.779445
  nChanged 14
		SP:Iteration 22Q (78021.990000 sec): 3 clusters
  Score: Raw -346270.873535 + Penalty 2601.527341 = -343669.346195
  nChanged 14
		SP:Iteration 23Q (78022.180000 sec): 3 clusters
  Score: Raw -346276.153536 + Penalty 2601.527341 = -343674.626195
  nChanged 11
		SP:Iteration 24Q (78022.360000 sec): 3 clusters
  Score: Raw -346279.794190 + Penalty 2601.527341 = -343678.266849
  nChanged 14
		SP:Iteration 25Q (78022.520000 sec): 3 clusters
  Score: Raw -346285.881693 + Penalty 2601.527341 = -343684.354353
  nChanged 14
		SP:Iteration 26Q (78022.720000 sec): 3 clusters
  Score: Raw -346291.526877 + Penalty 2601.527341 = -343689.999536
  nChanged 12
		SP:Iteration 27Q (78022.880000 sec): 3 clusters
  Score: Raw -346297.416632 + Penalty 2601.527341 = -343695.889291
  nChanged 16
		SP:Iteration 28Q (78023.070000 sec): 3 clusters
  Score: Raw -346307.687163 + Penalty 2601.527341 = -343706.159822
  nChanged 18
		SP:Iteration 29Q (78023.250000 sec): 3 clusters
  Score: Raw -346315.185511 + Penalty 2601.527341 = -343713.658170
  nChanged 14
		SP:Iteration 30Q (78023.420000 sec): 3 clusters
  Score: Raw -346320.389569 + Penalty 2601.527341 = -343718.862229
  nChanged 13
		SP:Iteration 31Q (78023.620000 sec): 3 clusters
  Score: Raw -346325.363739 + Penalty 2601.527341 = -343723.836398
  nChanged 10
		SP:Iteration 32Q (78023.800000 sec): 3 clusters
  Score: Raw -346329.338036 + Penalty 2601.527341 = -343727.810695
  nChanged 10
		SP:Iteration 33Q (78023.960000 sec): 3 clusters
  Score: Raw -346332.794463 + Penalty 2601.527341 = -343731.267122
  nChanged 3
		SP:Iteration 34Q (78024.130000 sec): 3 clusters
  Score: Raw -346333.577426 + Penalty 2601.527341 = -343732.050085
  nChanged 1
		SP:Iteration 35Q (78024.270000 sec): 3 clusters
  Score: Raw -346333.720937 + Penalty 2601.527341 = -343732.193596
  nChanged 0
		SP:Iteration 36F (78024.450000 sec): 3 clusters
  Score: Raw -346333.720937 + Penalty 2601.527341 = -343732.193596
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 88 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78024.540000 sec): 2 clusters
  Score: Raw -156302.345183 + Penalty 1171.757999 = -155130.587184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78024.750000 sec): 3 clusters
  Score: Raw -155836.731761 + Penalty 2343.515997 = -153493.215764
  nChanged 432
		SP:Iteration 1F (78024.910000 sec): 3 clusters
  Score: Raw -156209.301077 + Penalty 2343.515997 = -153865.785080
  nChanged 115
		SP:Iteration 2F (78025.120000 sec): 3 clusters
  Score: Raw -156342.735554 + Penalty 2343.515997 = -153999.219556
  nChanged 69
		SP:Iteration 3F (78025.250000 sec): 3 clusters
  Score: Raw -156426.755408 + Penalty 2343.515997 = -154083.239410
  nChanged 55
		SP:Iteration 4Q (78025.430000 sec): 3 clusters
  Score: Raw -156498.816272 + Penalty 2343.515997 = -154155.300274
  nChanged 48
		SP:Iteration 5Q (78025.630000 sec): 3 clusters
  Score: Raw -156554.203755 + Penalty 2343.515997 = -154210.687757
  nChanged 32
		SP:Iteration 6Q (78025.780000 sec): 3 clusters
  Score: Raw -156590.364911 + Penalty 2343.515997 = -154246.848913
  nChanged 32
		SP:Iteration 7Q (78025.950000 sec): 3 clusters
  Score: Raw -156623.000012 + Penalty 2343.515997 = -154279.484015
  nChanged 22
		SP:Iteration 8Q (78026.130000 sec): 3 clusters
  Score: Raw -156639.293115 + Penalty 2343.515997 = -154295.777118
  nChanged 12
		SP:Iteration 9Q (78026.310000 sec): 3 clusters
  Score: Raw -156646.841066 + Penalty 2343.515997 = -154303.325068
  nChanged 9
		SP:Iteration 10Q (78026.510000 sec): 3 clusters
  Score: Raw -156655.232724 + Penalty 2343.515997 = -154311.716726
  nChanged 10
		SP:Iteration 11Q (78026.680000 sec): 3 clusters
  Score: Raw -156665.881384 + Penalty 2343.515997 = -154322.365387
  nChanged 9
		SP:Iteration 12Q (78026.860000 sec): 3 clusters
  Score: Raw -156674.135493 + Penalty 2343.515997 = -154330.619495
  nChanged 11
		SP:Iteration 13Q (78027.080000 sec): 3 clusters
  Score: Raw -156689.223578 + Penalty 2343.515997 = -154345.707580
  nChanged 14
		SP:Iteration 14Q (78027.280000 sec): 3 clusters
  Score: Raw -156707.251153 + Penalty 2343.515997 = -154363.735156
  nChanged 15
		SP:Iteration 15Q (78027.450000 sec): 3 clusters
  Score: Raw -156725.148725 + Penalty 2343.515997 = -154381.632728
  nChanged 15
		SP:Iteration 16Q (78027.610000 sec): 3 clusters
  Score: Raw -156736.268458 + Penalty 2343.515997 = -154392.752461
  nChanged 11
		SP:Iteration 17Q (78027.800000 sec): 3 clusters
  Score: Raw -156743.999542 + Penalty 2343.515997 = -154400.483544
  nChanged 8
		SP:Iteration 18Q (78027.960000 sec): 3 clusters
  Score: Raw -156749.741339 + Penalty 2343.515997 = -154406.225341
  nChanged 7
		SP:Iteration 19Q (78028.130000 sec): 3 clusters
  Score: Raw -156754.172536 + Penalty 2343.515997 = -154410.656539
  nChanged 3
		SP:Iteration 20F (78028.340000 sec): 3 clusters
  Score: Raw -156756.286476 + Penalty 2343.515997 = -154412.770479
  nChanged 5
		SP:Iteration 21Q (78028.480000 sec): 3 clusters
  Score: Raw -156759.219513 + Penalty 2343.515997 = -154415.703515
  nChanged 6
		SP:Iteration 22Q (78028.640000 sec): 3 clusters
  Score: Raw -156762.662925 + Penalty 2343.515997 = -154419.146928
  nChanged 8
		SP:Iteration 23Q (78028.840000 sec): 3 clusters
  Score: Raw -156770.868734 + Penalty 2343.515997 = -154427.352737
  nChanged 8
		SP:Iteration 24Q (78028.980000 sec): 3 clusters
  Score: Raw -156781.067696 + Penalty 2343.515997 = -154437.551699
  nChanged 13
		SP:Iteration 25Q (78029.190000 sec): 3 clusters
  Score: Raw -156798.552828 + Penalty 2343.515997 = -154455.036830
  nChanged 16
		SP:Iteration 26Q (78029.340000 sec): 3 clusters
  Score: Raw -156825.592760 + Penalty 2343.515997 = -154482.076763
  nChanged 16
		SP:Iteration 27Q (78029.510000 sec): 3 clusters
  Score: Raw -156852.532233 + Penalty 2343.515997 = -154509.016236
  nChanged 22
		SP:Iteration 28Q (78029.700000 sec): 3 clusters
  Score: Raw -156874.967587 + Penalty 2343.515997 = -154531.451589
  nChanged 20
		SP:Iteration 29Q (78029.900000 sec): 3 clusters
  Score: Raw -156909.804010 + Penalty 2343.515997 = -154566.288013
  nChanged 18
		SP:Iteration 30Q (78030.080000 sec): 3 clusters
  Score: Raw -156936.967154 + Penalty 2343.515997 = -154593.451157
  nChanged 22
		SP:Iteration 31Q (78030.240000 sec): 3 clusters
  Score: Raw -156962.190664 + Penalty 2343.515997 = -154618.674667
  nChanged 14
		SP:Iteration 32Q (78030.430000 sec): 3 clusters
  Score: Raw -156977.968977 + Penalty 2343.515997 = -154634.452980
  nChanged 6
		SP:Iteration 33Q (78030.630000 sec): 3 clusters
  Score: Raw -156982.753521 + Penalty 2343.515997 = -154639.237524
  nChanged 3
		SP:Iteration 34Q (78030.830000 sec): 3 clusters
  Score: Raw -156984.753896 + Penalty 2343.515997 = -154641.237899
  nChanged 1
		SP:Iteration 35Q (78031.000000 sec): 3 clusters
  Score: Raw -156986.220517 + Penalty 2343.515997 = -154642.704519
  nChanged 2
		SP:Iteration 36Q (78031.150000 sec): 3 clusters
  Score: Raw -156988.606693 + Penalty 2343.515997 = -154645.090695
  nChanged 1
		SP:Iteration 37Q (78031.340000 sec): 3 clusters
  Score: Raw -156989.119718 + Penalty 2343.515997 = -154645.603720
  nChanged 0
		SP:Iteration 38F (78031.480000 sec): 3 clusters
  Score: Raw -156989.119718 + Penalty 2343.515997 = -154645.603720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 89 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78031.550000 sec): 2 clusters
  Score: Raw -51719.784665 + Penalty 994.548331 = -50725.236334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78031.770000 sec): 3 clusters
  Score: Raw -51650.113194 + Penalty 1989.096661 = -49661.016533
  nChanged 106
		SP:Iteration 1F (78031.920000 sec): 3 clusters
  Score: Raw -51823.789069 + Penalty 1989.096661 = -49834.692408
  nChanged 32
		SP:Iteration 2F (78032.080000 sec): 3 clusters
  Score: Raw -51892.531959 + Penalty 1989.096661 = -49903.435298
  nChanged 18
		SP:Iteration 3Q (78032.300000 sec): 3 clusters
  Score: Raw -51927.635740 + Penalty 1989.096661 = -49938.539078
  nChanged 9
		SP:Iteration 4Q (78032.470000 sec): 3 clusters
  Score: Raw -51948.405013 + Penalty 1989.096661 = -49959.308352
  nChanged 5
		SP:Iteration 5Q (78032.620000 sec): 3 clusters
  Score: Raw -51960.450325 + Penalty 1989.096661 = -49971.353664
  nChanged 5
		SP:Iteration 6Q (78032.780000 sec): 3 clusters
  Score: Raw -51974.043562 + Penalty 1989.096661 = -49984.946901
  nChanged 3
		SP:Iteration 7Q (78032.950000 sec): 3 clusters
  Score: Raw -51980.198309 + Penalty 1989.096661 = -49991.101648
  nChanged 1
		SP:Iteration 8Q (78033.180000 sec): 3 clusters
  Score: Raw -51981.633252 + Penalty 1989.096661 = -49992.536591
  nChanged 1
		SP:Iteration 9Q (78033.320000 sec): 3 clusters
  Score: Raw -51982.776898 + Penalty 1989.096661 = -49993.680237
  nChanged 0
		SP:Iteration 10F (78033.510000 sec): 3 clusters
  Score: Raw -51982.776898 + Penalty 1989.096661 = -49993.680237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 90 (4510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78033.620000 sec): 2 clusters
  Score: Raw -548423.123153 + Penalty 1367.283520 = -547055.839632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78033.780000 sec): 3 clusters
  Score: Raw -546120.772069 + Penalty 2734.567041 = -543386.205029
  nChanged 1835
		SP:Iteration 1F (78033.940000 sec): 3 clusters
  Score: Raw -547136.912228 + Penalty 2734.567041 = -544402.345187
  nChanged 323
		SP:Iteration 2F (78034.180000 sec): 3 clusters
  Score: Raw -547328.029633 + Penalty 2734.567041 = -544593.462592
  nChanged 271
		SP:Iteration 3F (78034.340000 sec): 3 clusters
  Score: Raw -547471.990451 + Penalty 2734.567041 = -544737.423410
  nChanged 211
		SP:Iteration 4Q (78034.540000 sec): 3 clusters
  Score: Raw -547586.043389 + Penalty 2734.567041 = -544851.476349
  nChanged 175
		SP:Iteration 5Q (78034.740000 sec): 3 clusters
  Score: Raw -547672.958762 + Penalty 2734.567041 = -544938.391721
  nChanged 164
		SP:Iteration 6Q (78034.880000 sec): 3 clusters
  Score: Raw -547759.453282 + Penalty 2734.567041 = -545024.886241
  nChanged 162
		SP:Iteration 7Q (78035.070000 sec): 3 clusters
  Score: Raw -547844.772110 + Penalty 2734.567041 = -545110.205070
  nChanged 161
		SP:Iteration 8Q (78035.240000 sec): 3 clusters
  Score: Raw -547936.357930 + Penalty 2734.567041 = -545201.790889
  nChanged 146
		SP:Iteration 9Q (78035.460000 sec): 3 clusters
  Score: Raw -548015.265283 + Penalty 2734.567041 = -545280.698242
  nChanged 129
		SP:Iteration 10Q (78035.620000 sec): 3 clusters
  Score: Raw -548084.105873 + Penalty 2734.567041 = -545349.538832
  nChanged 119
		SP:Iteration 11Q (78035.770000 sec): 3 clusters
  Score: Raw -548144.894554 + Penalty 2734.567041 = -545410.327513
  nChanged 106
		SP:Iteration 12Q (78035.970000 sec): 3 clusters
  Score: Raw -548204.815812 + Penalty 2734.567041 = -545470.248772
  nChanged 101
		SP:Iteration 13Q (78036.140000 sec): 3 clusters
  Score: Raw -548263.197118 + Penalty 2734.567041 = -545528.630078
  nChanged 78
		SP:Iteration 14Q (78036.310000 sec): 3 clusters
  Score: Raw -548300.798941 + Penalty 2734.567041 = -545566.231900
  nChanged 58
		SP:Iteration 15Q (78036.510000 sec): 3 clusters
  Score: Raw -548324.158191 + Penalty 2734.567041 = -545589.591150
  nChanged 52
		SP:Iteration 16Q (78036.720000 sec): 3 clusters
  Score: Raw -548347.327422 + Penalty 2734.567041 = -545612.760381
  nChanged 46
		SP:Iteration 17Q (78036.890000 sec): 3 clusters
  Score: Raw -548371.014380 + Penalty 2734.567041 = -545636.447339
  nChanged 42
		SP:Iteration 18Q (78037.070000 sec): 3 clusters
  Score: Raw -548396.634656 + Penalty 2734.567041 = -545662.067616
  nChanged 50
		SP:Iteration 19Q (78037.240000 sec): 3 clusters
  Score: Raw -548427.511516 + Penalty 2734.567041 = -545692.944475
  nChanged 43
		SP:Iteration 20F (78037.460000 sec): 3 clusters
  Score: Raw -548452.172117 + Penalty 2734.567041 = -545717.605076
  nChanged 41
		SP:Iteration 21Q (78037.650000 sec): 3 clusters
  Score: Raw -548471.705874 + Penalty 2734.567041 = -545737.138834
  nChanged 32
		SP:Iteration 22Q (78037.860000 sec): 3 clusters
  Score: Raw -548485.686878 + Penalty 2734.567041 = -545751.119837
  nChanged 19
		SP:Iteration 23Q (78038.000000 sec): 3 clusters
  Score: Raw -548496.711809 + Penalty 2734.567041 = -545762.144769
  nChanged 23
		SP:Iteration 24Q (78038.210000 sec): 3 clusters
  Score: Raw -548508.062803 + Penalty 2734.567041 = -545773.495762
  nChanged 13
		SP:Iteration 25Q (78038.420000 sec): 3 clusters
  Score: Raw -548516.574051 + Penalty 2734.567041 = -545782.007010
  nChanged 14
		SP:Iteration 26Q (78038.610000 sec): 3 clusters
  Score: Raw -548521.962022 + Penalty 2734.567041 = -545787.394982
  nChanged 7
		SP:Iteration 27Q (78038.770000 sec): 3 clusters
  Score: Raw -548525.214494 + Penalty 2734.567041 = -545790.647454
  nChanged 11
		SP:Iteration 28Q (78038.980000 sec): 3 clusters
  Score: Raw -548530.502392 + Penalty 2734.567041 = -545795.935352
  nChanged 6
		SP:Iteration 29Q (78039.150000 sec): 3 clusters
  Score: Raw -548533.602627 + Penalty 2734.567041 = -545799.035586
  nChanged 3
		SP:Iteration 30Q (78039.350000 sec): 3 clusters
  Score: Raw -548536.270523 + Penalty 2734.567041 = -545801.703482
  nChanged 4
		SP:Iteration 31Q (78039.550000 sec): 3 clusters
  Score: Raw -548537.945032 + Penalty 2734.567041 = -545803.377991
  nChanged 1
		SP:Iteration 32Q (78039.740000 sec): 3 clusters
  Score: Raw -548538.535495 + Penalty 2734.567041 = -545803.968455
  nChanged 4
		SP:Iteration 33Q (78039.910000 sec): 3 clusters
  Score: Raw -548540.185738 + Penalty 2734.567041 = -545805.618697
  nChanged 5
		SP:Iteration 34Q (78040.120000 sec): 3 clusters
  Score: Raw -548541.876359 + Penalty 2734.567041 = -545807.309319
  nChanged 2
		SP:Iteration 35Q (78040.300000 sec): 3 clusters
  Score: Raw -548543.304658 + Penalty 2734.567041 = -545808.737618
  nChanged 5
		SP:Iteration 36Q (78040.510000 sec): 3 clusters
  Score: Raw -548545.818676 + Penalty 2734.567041 = -545811.251636
  nChanged 2
		SP:Iteration 37Q (78040.670000 sec): 3 clusters
  Score: Raw -548546.722602 + Penalty 2734.567041 = -545812.155561
  nChanged 1
		SP:Iteration 38Q (78040.900000 sec): 3 clusters
  Score: Raw -548547.171942 + Penalty 2734.567041 = -545812.604901
  nChanged 3
		SP:Iteration 39Q (78041.080000 sec): 3 clusters
  Score: Raw -548548.041268 + Penalty 2734.567041 = -545813.474227
  nChanged 3
		SP:Iteration 40F (78041.250000 sec): 3 clusters
  Score: Raw -548549.856982 + Penalty 2734.567041 = -545815.289942
  nChanged 3
		SP:Iteration 41Q (78041.420000 sec): 3 clusters
  Score: Raw -548550.851063 + Penalty 2734.567041 = -545816.284022
  nChanged 1
		SP:Iteration 42Q (78041.590000 sec): 3 clusters
  Score: Raw -548551.034646 + Penalty 2734.567041 = -545816.467606
  nChanged 3
		SP:Iteration 43Q (78041.800000 sec): 3 clusters
  Score: Raw -548552.481244 + Penalty 2734.567041 = -545817.914203
  nChanged 2
		SP:Iteration 44Q (78042.000000 sec): 3 clusters
  Score: Raw -548553.383897 + Penalty 2734.567041 = -545818.816856
  nChanged 2
		SP:Iteration 45Q (78042.160000 sec): 3 clusters
  Score: Raw -548555.366741 + Penalty 2734.567041 = -545820.799701
  nChanged 4
		SP:Iteration 46Q (78042.350000 sec): 3 clusters
  Score: Raw -548556.473547 + Penalty 2734.567041 = -545821.906506
  nChanged 3
		SP:Iteration 47Q (78042.520000 sec): 3 clusters
  Score: Raw -548557.914992 + Penalty 2734.567041 = -545823.347952
  nChanged 1
		SP:Iteration 48Q (78042.750000 sec): 3 clusters
  Score: Raw -548558.139415 + Penalty 2734.567041 = -545823.572375
  nChanged 1
		SP:Iteration 49Q (78042.900000 sec): 3 clusters
  Score: Raw -548558.321930 + Penalty 2734.567041 = -545823.754889
  nChanged 0
		SP:Iteration 50F (78043.130000 sec): 3 clusters
  Score: Raw -548558.321930 + Penalty 2734.567041 = -545823.754889
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 91 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78043.200000 sec): 2 clusters
  Score: Raw -165101.542908 + Penalty 1185.777288 = -163915.765620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78043.380000 sec): 3 clusters
  Score: Raw -164562.850538 + Penalty 2371.554577 = -162191.295962
  nChanged 494
		SP:Iteration 1F (78043.560000 sec): 3 clusters
  Score: Raw -165178.599316 + Penalty 2371.554577 = -162807.044739
  nChanged 173
		SP:Iteration 2F (78043.750000 sec): 3 clusters
  Score: Raw -165679.221481 + Penalty 2371.554577 = -163307.666905
  nChanged 142
		SP:Iteration 3F (78043.910000 sec): 3 clusters
  Score: Raw -166212.415564 + Penalty 2371.554577 = -163840.860988
  nChanged 116
		SP:Iteration 4F (78044.090000 sec): 3 clusters
  Score: Raw -166417.669553 + Penalty 2371.554577 = -164046.114977
  nChanged 66
		SP:Iteration 5Q (78044.240000 sec): 3 clusters
  Score: Raw -166539.174818 + Penalty 2371.554577 = -164167.620241
  nChanged 43
		SP:Iteration 6Q (78044.410000 sec): 3 clusters
  Score: Raw -166633.060346 + Penalty 2371.554577 = -164261.505769
  nChanged 42
		SP:Iteration 7Q (78044.590000 sec): 3 clusters
  Score: Raw -166740.649501 + Penalty 2371.554577 = -164369.094924
  nChanged 29
		SP:Iteration 8Q (78044.800000 sec): 3 clusters
  Score: Raw -166825.191027 + Penalty 2371.554577 = -164453.636451
  nChanged 22
		SP:Iteration 9Q (78044.980000 sec): 3 clusters
  Score: Raw -166896.257006 + Penalty 2371.554577 = -164524.702429
  nChanged 19
		SP:Iteration 10Q (78045.130000 sec): 3 clusters
  Score: Raw -166986.039633 + Penalty 2371.554577 = -164614.485056
  nChanged 12
		SP:Iteration 11Q (78045.300000 sec): 3 clusters
  Score: Raw -167042.843426 + Penalty 2371.554577 = -164671.288850
  nChanged 14
		SP:Iteration 12Q (78045.490000 sec): 3 clusters
  Score: Raw -167137.769670 + Penalty 2371.554577 = -164766.215093
  nChanged 7
		SP:Iteration 13Q (78045.690000 sec): 3 clusters
  Score: Raw -167199.457338 + Penalty 2371.554577 = -164827.902761
  nChanged 4
		SP:Iteration 14Q (78045.870000 sec): 3 clusters
  Score: Raw -167235.123194 + Penalty 2371.554577 = -164863.568617
  nChanged 1
		SP:Iteration 15Q (78046.030000 sec): 3 clusters
  Score: Raw -167240.963882 + Penalty 2371.554577 = -164869.409306
  nChanged 0
		SP:Iteration 16F (78046.190000 sec): 3 clusters
  Score: Raw -167240.963882 + Penalty 2371.554577 = -164869.409306
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 92 (1938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78046.300000 sec): 2 clusters
  Score: Raw -215807.312462 + Penalty 1230.029416 = -214577.283045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78046.470000 sec): 3 clusters
  Score: Raw -214972.531401 + Penalty 2460.058833 = -212512.472569
  nChanged 675
		SP:Iteration 1F (78046.650000 sec): 3 clusters
  Score: Raw -215440.753627 + Penalty 2460.058833 = -212980.694795
  nChanged 177
		SP:Iteration 2F (78046.830000 sec): 3 clusters
  Score: Raw -215611.800730 + Penalty 2460.058833 = -213151.741898
  nChanged 118
		SP:Iteration 3F (78046.990000 sec): 3 clusters
  Score: Raw -215723.228845 + Penalty 2460.058833 = -213263.170013
  nChanged 99
		SP:Iteration 4F (78047.180000 sec): 3 clusters
  Score: Raw -215804.046129 + Penalty 2460.058833 = -213343.987296
  nChanged 75
		SP:Iteration 5Q (78047.360000 sec): 3 clusters
  Score: Raw -215873.751236 + Penalty 2460.058833 = -213413.692403
  nChanged 73
		SP:Iteration 6Q (78047.550000 sec): 3 clusters
  Score: Raw -215954.125767 + Penalty 2460.058833 = -213494.066935
  nChanged 72
		SP:Iteration 7Q (78047.730000 sec): 3 clusters
  Score: Raw -216025.212180 + Penalty 2460.058833 = -213565.153347
  nChanged 70
		SP:Iteration 8Q (78047.930000 sec): 3 clusters
  Score: Raw -216084.375782 + Penalty 2460.058833 = -213624.316949
  nChanged 42
		SP:Iteration 9Q (78048.100000 sec): 3 clusters
  Score: Raw -216115.668976 + Penalty 2460.058833 = -213655.610143
  nChanged 38
		SP:Iteration 10Q (78048.270000 sec): 3 clusters
  Score: Raw -216139.664976 + Penalty 2460.058833 = -213679.606144
  nChanged 24
		SP:Iteration 11Q (78048.460000 sec): 3 clusters
  Score: Raw -216153.967881 + Penalty 2460.058833 = -213693.909049
  nChanged 18
		SP:Iteration 12Q (78048.630000 sec): 3 clusters
  Score: Raw -216163.481879 + Penalty 2460.058833 = -213703.423046
  nChanged 14
		SP:Iteration 13Q (78048.810000 sec): 3 clusters
  Score: Raw -216174.243970 + Penalty 2460.058833 = -213714.185138
  nChanged 12
		SP:Iteration 14Q (78049.000000 sec): 3 clusters
  Score: Raw -216180.856379 + Penalty 2460.058833 = -213720.797546
  nChanged 9
		SP:Iteration 15Q (78049.180000 sec): 3 clusters
  Score: Raw -216188.614134 + Penalty 2460.058833 = -213728.555302
  nChanged 9
		SP:Iteration 16Q (78049.340000 sec): 3 clusters
  Score: Raw -216195.951751 + Penalty 2460.058833 = -213735.892919
  nChanged 9
		SP:Iteration 17Q (78049.510000 sec): 3 clusters
  Score: Raw -216202.168486 + Penalty 2460.058833 = -213742.109653
  nChanged 5
		SP:Iteration 18Q (78049.700000 sec): 3 clusters
  Score: Raw -216203.540583 + Penalty 2460.058833 = -213743.481750
  nChanged 4
		SP:Iteration 19Q (78049.860000 sec): 3 clusters
  Score: Raw -216205.470522 + Penalty 2460.058833 = -213745.411690
  nChanged 4
		SP:Iteration 20F (78050.100000 sec): 3 clusters
  Score: Raw -216206.659742 + Penalty 2460.058833 = -213746.600909
  nChanged 3
		SP:Iteration 21Q (78050.280000 sec): 3 clusters
  Score: Raw -216207.657836 + Penalty 2460.058833 = -213747.599003
  nChanged 2
		SP:Iteration 22Q (78050.470000 sec): 3 clusters
  Score: Raw -216208.591537 + Penalty 2460.058833 = -213748.532704
  nChanged 3
		SP:Iteration 23Q (78050.620000 sec): 3 clusters
  Score: Raw -216210.531147 + Penalty 2460.058833 = -213750.472315
  nChanged 3
		SP:Iteration 24Q (78050.820000 sec): 3 clusters
  Score: Raw -216211.592643 + Penalty 2460.058833 = -213751.533811
  nChanged 0
		SP:Iteration 25F (78051.010000 sec): 3 clusters
  Score: Raw -216211.592643 + Penalty 2460.058833 = -213751.533811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 93 (2552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78051.130000 sec): 2 clusters
  Score: Raw -293694.902629 + Penalty 1274.752805 = -292420.149824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78051.310000 sec): 3 clusters
  Score: Raw -292542.459332 + Penalty 2549.505609 = -289992.953723
  nChanged 945
		SP:Iteration 1F (78051.470000 sec): 3 clusters
  Score: Raw -293154.616239 + Penalty 2549.505609 = -290605.110629
  nChanged 207
		SP:Iteration 2F (78051.660000 sec): 3 clusters
  Score: Raw -293315.611800 + Penalty 2549.505609 = -290766.106191
  nChanged 135
		SP:Iteration 3F (78051.830000 sec): 3 clusters
  Score: Raw -293426.267698 + Penalty 2549.505609 = -290876.762088
  nChanged 129
		SP:Iteration 4F (78051.980000 sec): 3 clusters
  Score: Raw -293565.699505 + Penalty 2549.505609 = -291016.193896
  nChanged 142
		SP:Iteration 5F (78052.160000 sec): 3 clusters
  Score: Raw -293754.096459 + Penalty 2549.505609 = -291204.590850
  nChanged 157
		SP:Iteration 6F (78052.350000 sec): 3 clusters
  Score: Raw -293981.424194 + Penalty 2549.505609 = -291431.918584
  nChanged 141
		SP:Iteration 7F (78052.520000 sec): 3 clusters
  Score: Raw -294203.054558 + Penalty 2549.505609 = -291653.548949
  nChanged 120
		SP:Iteration 8Q (78052.730000 sec): 3 clusters
  Score: Raw -294401.139922 + Penalty 2549.505609 = -291851.634312
  nChanged 109
		SP:Iteration 9Q (78052.910000 sec): 3 clusters
  Score: Raw -294508.491613 + Penalty 2549.505609 = -291958.986004
  nChanged 65
		SP:Iteration 10Q (78053.080000 sec): 3 clusters
  Score: Raw -294569.010380 + Penalty 2549.505609 = -292019.504771
  nChanged 48
		SP:Iteration 11Q (78053.260000 sec): 3 clusters
  Score: Raw -294600.810744 + Penalty 2549.505609 = -292051.305135
  nChanged 37
		SP:Iteration 12Q (78053.440000 sec): 3 clusters
  Score: Raw -294620.656667 + Penalty 2549.505609 = -292071.151058
  nChanged 21
		SP:Iteration 13Q (78053.610000 sec): 3 clusters
  Score: Raw -294632.070214 + Penalty 2549.505609 = -292082.564604
  nChanged 20
		SP:Iteration 14Q (78053.810000 sec): 3 clusters
  Score: Raw -294641.617280 + Penalty 2549.505609 = -292092.111671
  nChanged 16
		SP:Iteration 15Q (78053.940000 sec): 3 clusters
  Score: Raw -294648.412596 + Penalty 2549.505609 = -292098.906987
  nChanged 10
		SP:Iteration 16Q (78054.150000 sec): 3 clusters
  Score: Raw -294652.145514 + Penalty 2549.505609 = -292102.639904
  nChanged 4
		SP:Iteration 17Q (78054.290000 sec): 3 clusters
  Score: Raw -294654.469464 + Penalty 2549.505609 = -292104.963855
  nChanged 2
		SP:Iteration 18Q (78054.490000 sec): 3 clusters
  Score: Raw -294655.772561 + Penalty 2549.505609 = -292106.266951
  nChanged 3
		SP:Iteration 19Q (78054.680000 sec): 3 clusters
  Score: Raw -294656.663489 + Penalty 2549.505609 = -292107.157880
  nChanged 7
		SP:Iteration 20F (78054.860000 sec): 3 clusters
  Score: Raw -294658.580965 + Penalty 2549.505609 = -292109.075355
  nChanged 2
		SP:Iteration 21Q (78055.010000 sec): 3 clusters
  Score: Raw -294659.359958 + Penalty 2549.505609 = -292109.854349
  nChanged 3
		SP:Iteration 22Q (78055.170000 sec): 3 clusters
  Score: Raw -294659.875202 + Penalty 2549.505609 = -292110.369592
  nChanged 1
		SP:Iteration 23Q (78055.330000 sec): 3 clusters
  Score: Raw -294660.182267 + Penalty 2549.505609 = -292110.676658
  nChanged 3
		SP:Iteration 24Q (78055.520000 sec): 3 clusters
  Score: Raw -294661.797744 + Penalty 2549.505609 = -292112.292135
  nChanged 4
		SP:Iteration 25Q (78055.660000 sec): 3 clusters
  Score: Raw -294663.819541 + Penalty 2549.505609 = -292114.313932
  nChanged 2
		SP:Iteration 26Q (78055.840000 sec): 3 clusters
  Score: Raw -294664.278355 + Penalty 2549.505609 = -292114.772745
  nChanged 1
		SP:Iteration 27Q (78056.030000 sec): 3 clusters
  Score: Raw -294664.773975 + Penalty 2549.505609 = -292115.268366
  nChanged 1
		SP:Iteration 28Q (78056.250000 sec): 3 clusters
  Score: Raw -294665.219693 + Penalty 2549.505609 = -292115.714084
  nChanged 1
		SP:Iteration 29Q (78056.390000 sec): 3 clusters
  Score: Raw -294665.937854 + Penalty 2549.505609 = -292116.432245
  nChanged 4
		SP:Iteration 30Q (78056.610000 sec): 3 clusters
  Score: Raw -294667.647952 + Penalty 2549.505609 = -292118.142342
  nChanged 1
		SP:Iteration 31Q (78056.760000 sec): 3 clusters
  Score: Raw -294667.897331 + Penalty 2549.505609 = -292118.391722
  nChanged 2
		SP:Iteration 32Q (78056.920000 sec): 3 clusters
  Score: Raw -294668.807045 + Penalty 2549.505609 = -292119.301435
  nChanged 2
		SP:Iteration 33Q (78057.090000 sec): 3 clusters
  Score: Raw -294669.724215 + Penalty 2549.505609 = -292120.218606
  nChanged 3
		SP:Iteration 34Q (78057.300000 sec): 3 clusters
  Score: Raw -294670.391286 + Penalty 2549.505609 = -292120.885677
  nChanged 3
		SP:Iteration 35Q (78057.490000 sec): 3 clusters
  Score: Raw -294671.160590 + Penalty 2549.505609 = -292121.654980
  nChanged 4
		SP:Iteration 36Q (78057.680000 sec): 3 clusters
  Score: Raw -294672.186220 + Penalty 2549.505609 = -292122.680611
  nChanged 2
		SP:Iteration 37Q (78057.840000 sec): 3 clusters
  Score: Raw -294673.366063 + Penalty 2549.505609 = -292123.860453
  nChanged 2
		SP:Iteration 38Q (78058.060000 sec): 3 clusters
  Score: Raw -294675.968550 + Penalty 2549.505609 = -292126.462940
  nChanged 4
		SP:Iteration 39Q (78058.210000 sec): 3 clusters
  Score: Raw -294679.337685 + Penalty 2549.505609 = -292129.832075
  nChanged 8
		SP:Iteration 40F (78058.370000 sec): 3 clusters
  Score: Raw -294682.166590 + Penalty 2549.505609 = -292132.660981
  nChanged 2
		SP:Iteration 41Q (78058.540000 sec): 3 clusters
  Score: Raw -294682.879236 + Penalty 2549.505609 = -292133.373627
  nChanged 1
		SP:Iteration 42Q (78058.730000 sec): 3 clusters
  Score: Raw -294683.179154 + Penalty 2549.505609 = -292133.673545
  nChanged 0
		SP:Iteration 43F (78058.900000 sec): 3 clusters
  Score: Raw -294683.179154 + Penalty 2549.505609 = -292133.673545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 94 (7695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78059.010000 sec): 2 clusters
  Score: Raw -910920.027847 + Penalty 1454.102983 = -909465.924864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78059.220000 sec): 3 clusters
  Score: Raw -906690.636035 + Penalty 2908.205965 = -903782.430070
  nChanged 3251
		SP:Iteration 1F (78059.460000 sec): 3 clusters
  Score: Raw -908602.717129 + Penalty 2908.205965 = -905694.511164
  nChanged 641
		SP:Iteration 2F (78059.640000 sec): 3 clusters
  Score: Raw -908995.649061 + Penalty 2908.205965 = -906087.443096
  nChanged 472
		SP:Iteration 3F (78059.880000 sec): 3 clusters
  Score: Raw -909256.378525 + Penalty 2908.205965 = -906348.172560
  nChanged 390
		SP:Iteration 4F (78060.080000 sec): 3 clusters
  Score: Raw -909466.631909 + Penalty 2908.205965 = -906558.425944
  nChanged 338
		SP:Iteration 5Q (78060.290000 sec): 3 clusters
  Score: Raw -909629.170571 + Penalty 2908.205965 = -906720.964606
  nChanged 319
		SP:Iteration 6Q (78060.480000 sec): 3 clusters
  Score: Raw -909798.798659 + Penalty 2908.205965 = -906890.592694
  nChanged 290
		SP:Iteration 7Q (78060.700000 sec): 3 clusters
  Score: Raw -909950.831875 + Penalty 2908.205965 = -907042.625910
  nChanged 247
		SP:Iteration 8Q (78060.900000 sec): 3 clusters
  Score: Raw -910081.534950 + Penalty 2908.205965 = -907173.328985
  nChanged 234
		SP:Iteration 9Q (78061.110000 sec): 3 clusters
  Score: Raw -910220.134891 + Penalty 2908.205965 = -907311.928926
  nChanged 226
		SP:Iteration 10Q (78061.300000 sec): 3 clusters
  Score: Raw -910331.092754 + Penalty 2908.205965 = -907422.886789
  nChanged 184
		SP:Iteration 11Q (78061.490000 sec): 3 clusters
  Score: Raw -910422.314392 + Penalty 2908.205965 = -907514.108427
  nChanged 177
		SP:Iteration 12Q (78061.670000 sec): 3 clusters
  Score: Raw -910502.844720 + Penalty 2908.205965 = -907594.638755
  nChanged 164
		SP:Iteration 13Q (78061.850000 sec): 3 clusters
  Score: Raw -910571.334939 + Penalty 2908.205965 = -907663.128974
  nChanged 129
		SP:Iteration 14Q (78062.050000 sec): 3 clusters
  Score: Raw -910615.118440 + Penalty 2908.205965 = -907706.912475
  nChanged 102
		SP:Iteration 15Q (78062.270000 sec): 3 clusters
  Score: Raw -910639.480313 + Penalty 2908.205965 = -907731.274348
  nChanged 77
		SP:Iteration 16Q (78062.440000 sec): 3 clusters
  Score: Raw -910657.639163 + Penalty 2908.205965 = -907749.433198
  nChanged 61
		SP:Iteration 17Q (78062.630000 sec): 3 clusters
  Score: Raw -910670.496393 + Penalty 2908.205965 = -907762.290428
  nChanged 38
		SP:Iteration 18Q (78062.840000 sec): 3 clusters
  Score: Raw -910678.566544 + Penalty 2908.205965 = -907770.360579
  nChanged 27
		SP:Iteration 19Q (78063.040000 sec): 3 clusters
  Score: Raw -910684.721940 + Penalty 2908.205965 = -907776.515975
  nChanged 30
		SP:Iteration 20F (78063.260000 sec): 3 clusters
  Score: Raw -910690.502389 + Penalty 2908.205965 = -907782.296424
  nChanged 33
		SP:Iteration 21Q (78063.480000 sec): 3 clusters
  Score: Raw -910697.302134 + Penalty 2908.205965 = -907789.096169
  nChanged 29
		SP:Iteration 22Q (78063.690000 sec): 3 clusters
  Score: Raw -910702.218838 + Penalty 2908.205965 = -907794.012873
  nChanged 23
		SP:Iteration 23Q (78063.840000 sec): 3 clusters
  Score: Raw -910706.888437 + Penalty 2908.205965 = -907798.682472
  nChanged 27
		SP:Iteration 24Q (78064.040000 sec): 3 clusters
  Score: Raw -910712.470273 + Penalty 2908.205965 = -907804.264308
  nChanged 24
		SP:Iteration 25Q (78064.260000 sec): 3 clusters
  Score: Raw -910716.686718 + Penalty 2908.205965 = -907808.480753
  nChanged 24
		SP:Iteration 26Q (78064.460000 sec): 3 clusters
  Score: Raw -910721.894876 + Penalty 2908.205965 = -907813.688911
  nChanged 25
		SP:Iteration 27Q (78064.690000 sec): 3 clusters
  Score: Raw -910727.293302 + Penalty 2908.205965 = -907819.087337
  nChanged 19
		SP:Iteration 28Q (78064.870000 sec): 3 clusters
  Score: Raw -910731.322465 + Penalty 2908.205965 = -907823.116500
  nChanged 23
		SP:Iteration 29Q (78065.050000 sec): 3 clusters
  Score: Raw -910736.704978 + Penalty 2908.205965 = -907828.499013
  nChanged 17
		SP:Iteration 30Q (78065.270000 sec): 3 clusters
  Score: Raw -910739.602039 + Penalty 2908.205965 = -907831.396074
  nChanged 17
		SP:Iteration 31Q (78065.470000 sec): 3 clusters
  Score: Raw -910742.907900 + Penalty 2908.205965 = -907834.701935
  nChanged 19
		SP:Iteration 32Q (78065.690000 sec): 3 clusters
  Score: Raw -910746.224925 + Penalty 2908.205965 = -907838.018960
  nChanged 13
		SP:Iteration 33Q (78065.900000 sec): 3 clusters
  Score: Raw -910748.131572 + Penalty 2908.205965 = -907839.925607
  nChanged 11
		SP:Iteration 34Q (78066.130000 sec): 3 clusters
  Score: Raw -910749.345005 + Penalty 2908.205965 = -907841.139040
  nChanged 8
		SP:Iteration 35Q (78066.270000 sec): 3 clusters
  Score: Raw -910750.595952 + Penalty 2908.205965 = -907842.389987
  nChanged 6
		SP:Iteration 36Q (78066.470000 sec): 3 clusters
  Score: Raw -910751.285541 + Penalty 2908.205965 = -907843.079576
  nChanged 7
		SP:Iteration 37Q (78066.670000 sec): 3 clusters
  Score: Raw -910752.308799 + Penalty 2908.205965 = -907844.102834
  nChanged 10
		SP:Iteration 38Q (78066.840000 sec): 3 clusters
  Score: Raw -910754.103359 + Penalty 2908.205965 = -907845.897394
  nChanged 22
		SP:Iteration 39Q (78067.000000 sec): 3 clusters
  Score: Raw -910757.560035 + Penalty 2908.205965 = -907849.354070
  nChanged 9
		SP:Iteration 40F (78067.190000 sec): 3 clusters
  Score: Raw -910758.516788 + Penalty 2908.205965 = -907850.310823
  nChanged 5
		SP:Iteration 41Q (78067.410000 sec): 3 clusters
  Score: Raw -910759.154989 + Penalty 2908.205965 = -907850.949024
  nChanged 8
		SP:Iteration 42Q (78067.640000 sec): 3 clusters
  Score: Raw -910760.240678 + Penalty 2908.205965 = -907852.034713
  nChanged 7
		SP:Iteration 43Q (78067.840000 sec): 3 clusters
  Score: Raw -910760.991333 + Penalty 2908.205965 = -907852.785368
  nChanged 3
		SP:Iteration 44Q (78068.060000 sec): 3 clusters
  Score: Raw -910761.478873 + Penalty 2908.205965 = -907853.272908
  nChanged 3
		SP:Iteration 45Q (78068.260000 sec): 3 clusters
  Score: Raw -910761.857262 + Penalty 2908.205965 = -907853.651297
  nChanged 8
		SP:Iteration 46Q (78068.470000 sec): 3 clusters
  Score: Raw -910763.115341 + Penalty 2908.205965 = -907854.909376
  nChanged 8
		SP:Iteration 47Q (78068.650000 sec): 3 clusters
  Score: Raw -910764.010551 + Penalty 2908.205965 = -907855.804586
  nChanged 5
		SP:Iteration 48Q (78068.850000 sec): 3 clusters
  Score: Raw -910764.659368 + Penalty 2908.205965 = -907856.453403
  nChanged 7
		SP:Iteration 49Q (78069.090000 sec): 3 clusters
  Score: Raw -910765.536642 + Penalty 2908.205965 = -907857.330677
  nChanged 7
		SP:Iteration 50Q (78069.230000 sec): 3 clusters
  Score: Raw -910766.268499 + Penalty 2908.205965 = -907858.062534
  nChanged 6
		SP:Iteration 51Q (78069.420000 sec): 3 clusters
  Score: Raw -910766.987463 + Penalty 2908.205965 = -907858.781498
  nChanged 7
		SP:Iteration 52Q (78069.630000 sec): 3 clusters
  Score: Raw -910767.829998 + Penalty 2908.205965 = -907859.624033
  nChanged 9
		SP:Iteration 53Q (78069.830000 sec): 3 clusters
  Score: Raw -910769.066679 + Penalty 2908.205965 = -907860.860714
  nChanged 11
		SP:Iteration 54Q (78070.060000 sec): 3 clusters
  Score: Raw -910770.699962 + Penalty 2908.205965 = -907862.493997
  nChanged 8
		SP:Iteration 55Q (78070.300000 sec): 3 clusters
  Score: Raw -910771.735513 + Penalty 2908.205965 = -907863.529548
  nChanged 7
		SP:Iteration 56Q (78070.510000 sec): 3 clusters
  Score: Raw -910773.093420 + Penalty 2908.205965 = -907864.887455
  nChanged 7
		SP:Iteration 57Q (78070.710000 sec): 3 clusters
  Score: Raw -910774.244814 + Penalty 2908.205965 = -907866.038849
  nChanged 8
		SP:Iteration 58Q (78070.900000 sec): 3 clusters
  Score: Raw -910775.381413 + Penalty 2908.205965 = -907867.175448
  nChanged 7
		SP:Iteration 59Q (78071.080000 sec): 3 clusters
  Score: Raw -910776.700841 + Penalty 2908.205965 = -907868.494876
  nChanged 7
		SP:Iteration 60F (78071.320000 sec): 3 clusters
  Score: Raw -910778.157300 + Penalty 2908.205965 = -907869.951335
  nChanged 6
		SP:Iteration 61Q (78071.520000 sec): 3 clusters
  Score: Raw -910779.316485 + Penalty 2908.205965 = -907871.110520
  nChanged 6
		SP:Iteration 62Q (78071.740000 sec): 3 clusters
  Score: Raw -910780.218906 + Penalty 2908.205965 = -907872.012941
  nChanged 3
		SP:Iteration 63Q (78071.930000 sec): 3 clusters
  Score: Raw -910780.708441 + Penalty 2908.205965 = -907872.502476
  nChanged 4
		SP:Iteration 64Q (78072.170000 sec): 3 clusters
  Score: Raw -910781.159390 + Penalty 2908.205965 = -907872.953425
  nChanged 1
		SP:Iteration 65Q (78072.370000 sec): 3 clusters
  Score: Raw -910781.426454 + Penalty 2908.205965 = -907873.220489
  nChanged 3
		SP:Iteration 66Q (78072.560000 sec): 3 clusters
  Score: Raw -910782.007348 + Penalty 2908.205965 = -907873.801383
  nChanged 2
		SP:Iteration 67Q (78072.770000 sec): 3 clusters
  Score: Raw -910782.177463 + Penalty 2908.205965 = -907873.971498
  nChanged 1
		SP:Iteration 68Q (78072.980000 sec): 3 clusters
  Score: Raw -910782.240562 + Penalty 2908.205965 = -907874.034597
  nChanged 1
		SP:Iteration 69Q (78073.190000 sec): 3 clusters
  Score: Raw -910782.359184 + Penalty 2908.205965 = -907874.153219
  nChanged 1
		SP:Iteration 70Q (78073.400000 sec): 3 clusters
  Score: Raw -910782.562547 + Penalty 2908.205965 = -907874.356582
  nChanged 4
		SP:Iteration 71Q (78073.600000 sec): 3 clusters
  Score: Raw -910782.910226 + Penalty 2908.205965 = -907874.704261
  nChanged 2
		SP:Iteration 72Q (78073.810000 sec): 3 clusters
  Score: Raw -910783.114590 + Penalty 2908.205965 = -907874.908625
  nChanged 2
		SP:Iteration 73Q (78074.000000 sec): 3 clusters
  Score: Raw -910783.533876 + Penalty 2908.205965 = -907875.327911
  nChanged 3
		SP:Iteration 74Q (78074.180000 sec): 3 clusters
  Score: Raw -910783.823687 + Penalty 2908.205965 = -907875.617722
  nChanged 6
		SP:Iteration 75Q (78074.360000 sec): 3 clusters
  Score: Raw -910784.450088 + Penalty 2908.205965 = -907876.244122
  nChanged 5
		SP:Iteration 76Q (78074.540000 sec): 3 clusters
  Score: Raw -910785.013310 + Penalty 2908.205965 = -907876.807345
  nChanged 5
		SP:Iteration 77Q (78074.740000 sec): 3 clusters
  Score: Raw -910786.084126 + Penalty 2908.205965 = -907877.878161
  nChanged 6
		SP:Iteration 78Q (78074.910000 sec): 3 clusters
  Score: Raw -910786.760490 + Penalty 2908.205965 = -907878.554525
  nChanged 3
		SP:Iteration 79Q (78075.100000 sec): 3 clusters
  Score: Raw -910787.035423 + Penalty 2908.205965 = -907878.829458
  nChanged 3
		SP:Iteration 80F (78075.300000 sec): 3 clusters
  Score: Raw -910787.466658 + Penalty 2908.205965 = -907879.260693
  nChanged 6
		SP:Iteration 81Q (78075.480000 sec): 3 clusters
  Score: Raw -910788.100759 + Penalty 2908.205965 = -907879.894794
  nChanged 4
		SP:Iteration 82Q (78075.670000 sec): 3 clusters
  Score: Raw -910788.579235 + Penalty 2908.205965 = -907880.373270
  nChanged 3
		SP:Iteration 83Q (78075.910000 sec): 3 clusters
  Score: Raw -910789.159243 + Penalty 2908.205965 = -907880.953278
  nChanged 2
		SP:Iteration 84Q (78076.120000 sec): 3 clusters
  Score: Raw -910789.421543 + Penalty 2908.205965 = -907881.215578
  nChanged 2
		SP:Iteration 85Q (78076.310000 sec): 3 clusters
  Score: Raw -910789.862709 + Penalty 2908.205965 = -907881.656744
  nChanged 4
		SP:Iteration 86Q (78076.480000 sec): 3 clusters
  Score: Raw -910790.282122 + Penalty 2908.205965 = -907882.076157
  nChanged 3
		SP:Iteration 87Q (78076.690000 sec): 3 clusters
  Score: Raw -910790.719099 + Penalty 2908.205965 = -907882.513133
  nChanged 1
		SP:Iteration 88Q (78076.930000 sec): 3 clusters
  Score: Raw -910790.770367 + Penalty 2908.205965 = -907882.564402
  nChanged 1
		SP:Iteration 89Q (78077.120000 sec): 3 clusters
  Score: Raw -910790.933669 + Penalty 2908.205965 = -907882.727704
  nChanged 1
		SP:Iteration 90Q (78077.280000 sec): 3 clusters
  Score: Raw -910790.968840 + Penalty 2908.205965 = -907882.762875
  nChanged 0
		SP:Iteration 91F (78077.500000 sec): 3 clusters
  Score: Raw -910790.968840 + Penalty 2908.205965 = -907882.762875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 95 (6841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78077.620000 sec): 2 clusters
  Score: Raw -807824.364903 + Penalty 1434.986995 = -806389.377908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78077.800000 sec): 3 clusters
  Score: Raw -804083.842752 + Penalty 2869.973990 = -801213.868762
  nChanged 2918
		SP:Iteration 1F (78077.990000 sec): 3 clusters
  Score: Raw -805983.018669 + Penalty 2869.973990 = -803113.044679
  nChanged 559
		SP:Iteration 2F (78078.160000 sec): 3 clusters
  Score: Raw -806402.651821 + Penalty 2869.973990 = -803532.677831
  nChanged 488
		SP:Iteration 3F (78078.380000 sec): 3 clusters
  Score: Raw -806754.566172 + Penalty 2869.973990 = -803884.592183
  nChanged 434
		SP:Iteration 4F (78078.600000 sec): 3 clusters
  Score: Raw -807055.789793 + Penalty 2869.973990 = -804185.815803
  nChanged 377
		SP:Iteration 5F (78078.750000 sec): 3 clusters
  Score: Raw -807329.162326 + Penalty 2869.973990 = -804459.188336
  nChanged 328
		SP:Iteration 6Q (78078.960000 sec): 3 clusters
  Score: Raw -807596.944628 + Penalty 2869.973990 = -804726.970638
  nChanged 269
		SP:Iteration 7Q (78079.140000 sec): 3 clusters
  Score: Raw -807823.651185 + Penalty 2869.973990 = -804953.677195
  nChanged 214
		SP:Iteration 8Q (78079.350000 sec): 3 clusters
  Score: Raw -808051.342526 + Penalty 2869.973990 = -805181.368537
  nChanged 193
		SP:Iteration 9Q (78079.540000 sec): 3 clusters
  Score: Raw -808270.228884 + Penalty 2869.973990 = -805400.254894
  nChanged 146
		SP:Iteration 10Q (78079.720000 sec): 3 clusters
  Score: Raw -808471.408672 + Penalty 2869.973990 = -805601.434683
  nChanged 124
		SP:Iteration 11Q (78079.890000 sec): 3 clusters
  Score: Raw -808639.587599 + Penalty 2869.973990 = -805769.613609
  nChanged 101
		SP:Iteration 12Q (78080.090000 sec): 3 clusters
  Score: Raw -808729.418659 + Penalty 2869.973990 = -805859.444669
  nChanged 70
		SP:Iteration 13Q (78080.300000 sec): 3 clusters
  Score: Raw -808794.400036 + Penalty 2869.973990 = -805924.426047
  nChanged 68
		SP:Iteration 14Q (78080.470000 sec): 3 clusters
  Score: Raw -808855.077503 + Penalty 2869.973990 = -805985.103513
  nChanged 47
		SP:Iteration 15Q (78080.700000 sec): 3 clusters
  Score: Raw -808881.942461 + Penalty 2869.973990 = -806011.968471
  nChanged 28
		SP:Iteration 16Q (78080.900000 sec): 3 clusters
  Score: Raw -808896.269027 + Penalty 2869.973990 = -806026.295038
  nChanged 22
		SP:Iteration 17Q (78081.070000 sec): 3 clusters
  Score: Raw -808909.397607 + Penalty 2869.973990 = -806039.423617
  nChanged 31
		SP:Iteration 18Q (78081.270000 sec): 3 clusters
  Score: Raw -808925.338156 + Penalty 2869.973990 = -806055.364166
  nChanged 36
		SP:Iteration 19Q (78081.480000 sec): 3 clusters
  Score: Raw -808948.356458 + Penalty 2869.973990 = -806078.382469
  nChanged 25
		SP:Iteration 20F (78081.690000 sec): 3 clusters
  Score: Raw -808961.582025 + Penalty 2869.973990 = -806091.608036
  nChanged 33
		SP:Iteration 21Q (78081.910000 sec): 3 clusters
  Score: Raw -808978.815599 + Penalty 2869.973990 = -806108.841609
  nChanged 38
		SP:Iteration 22Q (78082.110000 sec): 3 clusters
  Score: Raw -808996.284257 + Penalty 2869.973990 = -806126.310267
  nChanged 23
		SP:Iteration 23Q (78082.310000 sec): 3 clusters
  Score: Raw -809006.498319 + Penalty 2869.973990 = -806136.524329
  nChanged 23
		SP:Iteration 24Q (78082.490000 sec): 3 clusters
  Score: Raw -809015.333527 + Penalty 2869.973990 = -806145.359538
  nChanged 26
		SP:Iteration 25Q (78082.710000 sec): 3 clusters
  Score: Raw -809025.485549 + Penalty 2869.973990 = -806155.511560
  nChanged 24
		SP:Iteration 26Q (78082.880000 sec): 3 clusters
  Score: Raw -809033.981771 + Penalty 2869.973990 = -806164.007781
  nChanged 22
		SP:Iteration 27Q (78083.090000 sec): 3 clusters
  Score: Raw -809041.583494 + Penalty 2869.973990 = -806171.609505
  nChanged 21
		SP:Iteration 28Q (78083.270000 sec): 3 clusters
  Score: Raw -809048.331948 + Penalty 2869.973990 = -806178.357958
  nChanged 17
		SP:Iteration 29Q (78083.500000 sec): 3 clusters
  Score: Raw -809053.006818 + Penalty 2869.973990 = -806183.032828
  nChanged 11
		SP:Iteration 30Q (78083.690000 sec): 3 clusters
  Score: Raw -809055.013243 + Penalty 2869.973990 = -806185.039254
  nChanged 6
		SP:Iteration 31Q (78083.850000 sec): 3 clusters
  Score: Raw -809056.279571 + Penalty 2869.973990 = -806186.305581
  nChanged 6
		SP:Iteration 32Q (78084.030000 sec): 3 clusters
  Score: Raw -809057.361494 + Penalty 2869.973990 = -806187.387504
  nChanged 3
		SP:Iteration 33Q (78084.260000 sec): 3 clusters
  Score: Raw -809058.035769 + Penalty 2869.973990 = -806188.061779
  nChanged 3
		SP:Iteration 34Q (78084.420000 sec): 3 clusters
  Score: Raw -809058.667356 + Penalty 2869.973990 = -806188.693366
  nChanged 3
		SP:Iteration 35Q (78084.620000 sec): 3 clusters
  Score: Raw -809059.188121 + Penalty 2869.973990 = -806189.214132
  nChanged 3
		SP:Iteration 36Q (78084.800000 sec): 3 clusters
  Score: Raw -809059.553426 + Penalty 2869.973990 = -806189.579436
  nChanged 2
		SP:Iteration 37Q (78084.990000 sec): 3 clusters
  Score: Raw -809060.160244 + Penalty 2869.973990 = -806190.186254
  nChanged 4
		SP:Iteration 38Q (78085.200000 sec): 3 clusters
  Score: Raw -809061.034931 + Penalty 2869.973990 = -806191.060941
  nChanged 3
		SP:Iteration 39Q (78085.380000 sec): 3 clusters
  Score: Raw -809061.714534 + Penalty 2869.973990 = -806191.740544
  nChanged 3
		SP:Iteration 40F (78085.560000 sec): 3 clusters
  Score: Raw -809062.293228 + Penalty 2869.973990 = -806192.319238
  nChanged 5
		SP:Iteration 41Q (78085.760000 sec): 3 clusters
  Score: Raw -809063.513421 + Penalty 2869.973990 = -806193.539432
  nChanged 8
		SP:Iteration 42Q (78085.920000 sec): 3 clusters
  Score: Raw -809065.807985 + Penalty 2869.973990 = -806195.833995
  nChanged 11
		SP:Iteration 43Q (78086.130000 sec): 3 clusters
  Score: Raw -809068.331691 + Penalty 2869.973990 = -806198.357702
  nChanged 4
		SP:Iteration 44Q (78086.330000 sec): 3 clusters
  Score: Raw -809069.238595 + Penalty 2869.973990 = -806199.264605
  nChanged 4
		SP:Iteration 45Q (78086.540000 sec): 3 clusters
  Score: Raw -809070.620903 + Penalty 2869.973990 = -806200.646914
  nChanged 4
		SP:Iteration 46Q (78086.750000 sec): 3 clusters
  Score: Raw -809071.763445 + Penalty 2869.973990 = -806201.789456
  nChanged 9
		SP:Iteration 47Q (78086.940000 sec): 3 clusters
  Score: Raw -809074.485991 + Penalty 2869.973990 = -806204.512001
  nChanged 5
		SP:Iteration 48Q (78087.130000 sec): 3 clusters
  Score: Raw -809075.535104 + Penalty 2869.973990 = -806205.561115
  nChanged 5
		SP:Iteration 49Q (78087.320000 sec): 3 clusters
  Score: Raw -809076.398004 + Penalty 2869.973990 = -806206.424014
  nChanged 2
		SP:Iteration 50Q (78087.530000 sec): 3 clusters
  Score: Raw -809076.669750 + Penalty 2869.973990 = -806206.695760
  nChanged 0
		SP:Iteration 51F (78087.770000 sec): 3 clusters
  Score: Raw -809076.669750 + Penalty 2869.973990 = -806206.695760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 96 (3448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78087.850000 sec): 2 clusters
  Score: Raw -412379.059034 + Penalty 1323.651815 = -411055.407218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78088.070000 sec): 3 clusters
  Score: Raw -410687.737186 + Penalty 2647.303630 = -408040.433555
  nChanged 1349
		SP:Iteration 1F (78088.250000 sec): 3 clusters
  Score: Raw -411489.506025 + Penalty 2647.303630 = -408842.202395
  nChanged 260
		SP:Iteration 2F (78088.430000 sec): 3 clusters
  Score: Raw -411646.885850 + Penalty 2647.303630 = -408999.582220
  nChanged 198
		SP:Iteration 3F (78088.600000 sec): 3 clusters
  Score: Raw -411781.061944 + Penalty 2647.303630 = -409133.758314
  nChanged 151
		SP:Iteration 4Q (78088.770000 sec): 3 clusters
  Score: Raw -411896.142050 + Penalty 2647.303630 = -409248.838420
  nChanged 129
		SP:Iteration 5Q (78088.930000 sec): 3 clusters
  Score: Raw -411982.648623 + Penalty 2647.303630 = -409335.344992
  nChanged 131
		SP:Iteration 6Q (78089.120000 sec): 3 clusters
  Score: Raw -412068.108887 + Penalty 2647.303630 = -409420.805257
  nChanged 115
		SP:Iteration 7Q (78089.330000 sec): 3 clusters
  Score: Raw -412133.121658 + Penalty 2647.303630 = -409485.818028
  nChanged 116
		SP:Iteration 8Q (78089.510000 sec): 3 clusters
  Score: Raw -412204.750064 + Penalty 2647.303630 = -409557.446434
  nChanged 118
		SP:Iteration 9Q (78089.670000 sec): 3 clusters
  Score: Raw -412275.644527 + Penalty 2647.303630 = -409628.340897
  nChanged 100
		SP:Iteration 10Q (78089.860000 sec): 3 clusters
  Score: Raw -412335.627346 + Penalty 2647.303630 = -409688.323716
  nChanged 104
		SP:Iteration 11Q (78090.070000 sec): 3 clusters
  Score: Raw -412420.130711 + Penalty 2647.303630 = -409772.827081
  nChanged 110
		SP:Iteration 12Q (78090.210000 sec): 3 clusters
  Score: Raw -412509.323258 + Penalty 2647.303630 = -409862.019627
  nChanged 99
		SP:Iteration 13Q (78090.410000 sec): 3 clusters
  Score: Raw -412584.154957 + Penalty 2647.303630 = -409936.851327
  nChanged 83
		SP:Iteration 14Q (78090.570000 sec): 3 clusters
  Score: Raw -412630.854301 + Penalty 2647.303630 = -409983.550671
  nChanged 64
		SP:Iteration 15Q (78090.800000 sec): 3 clusters
  Score: Raw -412664.035148 + Penalty 2647.303630 = -410016.731518
  nChanged 52
		SP:Iteration 16Q (78090.970000 sec): 3 clusters
  Score: Raw -412689.619078 + Penalty 2647.303630 = -410042.315448
  nChanged 39
		SP:Iteration 17Q (78091.150000 sec): 3 clusters
  Score: Raw -412710.876862 + Penalty 2647.303630 = -410063.573232
  nChanged 31
		SP:Iteration 18Q (78091.340000 sec): 3 clusters
  Score: Raw -412725.706063 + Penalty 2647.303630 = -410078.402433
  nChanged 28
		SP:Iteration 19Q (78091.490000 sec): 3 clusters
  Score: Raw -412740.449494 + Penalty 2647.303630 = -410093.145864
  nChanged 26
		SP:Iteration 20F (78091.650000 sec): 3 clusters
  Score: Raw -412752.137083 + Penalty 2647.303630 = -410104.833453
  nChanged 28
		SP:Iteration 21Q (78091.840000 sec): 3 clusters
  Score: Raw -412767.296072 + Penalty 2647.303630 = -410119.992442
  nChanged 21
		SP:Iteration 22Q (78092.040000 sec): 3 clusters
  Score: Raw -412779.190326 + Penalty 2647.303630 = -410131.886695
  nChanged 20
		SP:Iteration 23Q (78092.180000 sec): 3 clusters
  Score: Raw -412786.620199 + Penalty 2647.303630 = -410139.316568
  nChanged 13
		SP:Iteration 24Q (78092.370000 sec): 3 clusters
  Score: Raw -412792.143477 + Penalty 2647.303630 = -410144.839846
  nChanged 13
		SP:Iteration 25Q (78092.560000 sec): 3 clusters
  Score: Raw -412797.827724 + Penalty 2647.303630 = -410150.524093
  nChanged 7
		SP:Iteration 26Q (78092.760000 sec): 3 clusters
  Score: Raw -412801.191288 + Penalty 2647.303630 = -410153.887657
  nChanged 5
		SP:Iteration 27Q (78092.920000 sec): 3 clusters
  Score: Raw -412803.785482 + Penalty 2647.303630 = -410156.481852
  nChanged 4
		SP:Iteration 28Q (78093.110000 sec): 3 clusters
  Score: Raw -412805.464803 + Penalty 2647.303630 = -410158.161173
  nChanged 4
		SP:Iteration 29Q (78093.260000 sec): 3 clusters
  Score: Raw -412807.538757 + Penalty 2647.303630 = -410160.235127
  nChanged 3
		SP:Iteration 30Q (78093.440000 sec): 3 clusters
  Score: Raw -412809.504360 + Penalty 2647.303630 = -410162.200729
  nChanged 2
		SP:Iteration 31Q (78093.600000 sec): 3 clusters
  Score: Raw -412809.982943 + Penalty 2647.303630 = -410162.679312
  nChanged 0
		SP:Iteration 32F (78093.800000 sec): 3 clusters
  Score: Raw -412809.982943 + Penalty 2647.303630 = -410162.679312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 97 (1645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78093.900000 sec): 2 clusters
  Score: Raw -188703.011198 + Penalty 1203.393045 = -187499.618153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78094.110000 sec): 3 clusters
  Score: Raw -188027.766956 + Penalty 2406.786091 = -185620.980865
  nChanged 578
		SP:Iteration 1F (78094.280000 sec): 3 clusters
  Score: Raw -188466.255894 + Penalty 2406.786091 = -186059.469803
  nChanged 167
		SP:Iteration 2F (78094.410000 sec): 3 clusters
  Score: Raw -188649.225693 + Penalty 2406.786091 = -186242.439602
  nChanged 116
		SP:Iteration 3F (78094.610000 sec): 3 clusters
  Score: Raw -188807.875616 + Penalty 2406.786091 = -186401.089525
  nChanged 89
		SP:Iteration 4F (78094.760000 sec): 3 clusters
  Score: Raw -188993.143660 + Penalty 2406.786091 = -186586.357570
  nChanged 84
		SP:Iteration 5F (78094.950000 sec): 3 clusters
  Score: Raw -189188.562170 + Penalty 2406.786091 = -186781.776079
  nChanged 85
		SP:Iteration 6F (78095.140000 sec): 3 clusters
  Score: Raw -189346.118244 + Penalty 2406.786091 = -186939.332154
  nChanged 80
		SP:Iteration 7Q (78095.320000 sec): 3 clusters
  Score: Raw -189501.974975 + Penalty 2406.786091 = -187095.188884
  nChanged 64
		SP:Iteration 8Q (78095.470000 sec): 3 clusters
  Score: Raw -189635.076708 + Penalty 2406.786091 = -187228.290618
  nChanged 54
		SP:Iteration 9Q (78095.630000 sec): 3 clusters
  Score: Raw -189710.569554 + Penalty 2406.786091 = -187303.783463
  nChanged 36
		SP:Iteration 10Q (78095.830000 sec): 3 clusters
  Score: Raw -189755.102048 + Penalty 2406.786091 = -187348.315957
  nChanged 25
		SP:Iteration 11Q (78095.980000 sec): 3 clusters
  Score: Raw -189785.618974 + Penalty 2406.786091 = -187378.832883
  nChanged 23
		SP:Iteration 12Q (78096.130000 sec): 3 clusters
  Score: Raw -189802.689689 + Penalty 2406.786091 = -187395.903599
  nChanged 10
		SP:Iteration 13Q (78096.290000 sec): 3 clusters
  Score: Raw -189809.300362 + Penalty 2406.786091 = -187402.514271
  nChanged 7
		SP:Iteration 14Q (78096.480000 sec): 3 clusters
  Score: Raw -189813.879840 + Penalty 2406.786091 = -187407.093749
  nChanged 6
		SP:Iteration 15Q (78096.630000 sec): 3 clusters
  Score: Raw -189816.445710 + Penalty 2406.786091 = -187409.659619
  nChanged 5
		SP:Iteration 16Q (78096.860000 sec): 3 clusters
  Score: Raw -189819.593903 + Penalty 2406.786091 = -187412.807812
  nChanged 3
		SP:Iteration 17Q (78097.040000 sec): 3 clusters
  Score: Raw -189821.919245 + Penalty 2406.786091 = -187415.133154
  nChanged 2
		SP:Iteration 18Q (78097.180000 sec): 3 clusters
  Score: Raw -189823.212600 + Penalty 2406.786091 = -187416.426509
  nChanged 3
		SP:Iteration 19Q (78097.350000 sec): 3 clusters
  Score: Raw -189824.957479 + Penalty 2406.786091 = -187418.171389
  nChanged 0
		SP:Iteration 20F (78097.570000 sec): 3 clusters
  Score: Raw -189824.957479 + Penalty 2406.786091 = -187418.171389
  nChanged 0
Deleting Class 106 (122 points): Lose 1485.717524 but Gain 2229.672479
Iteration 139Q (78199.910000 sec): 107 clusters
  Score: Raw -106187750.022500 + Penalty 236345.282742 = -105951404.739758
  nChanged 1775
Deleting Class 69 (116 points): Lose 1670.977425 but Gain 2229.672479
Iteration 140F (78370.010000 sec): 106 clusters
  Score: Raw -106188148.502888 + Penalty 234115.610263 = -105954032.892625
  nChanged 1741
Deleting Class 101 (269 points): Lose 1973.357791 but Gain 2229.672479
Iteration 141Q (78484.340000 sec): 105 clusters
  Score: Raw -106187525.754007 + Penalty 231885.937785 = -105955639.816222
  nChanged 1425
Iteration 142Q (78602.580000 sec): 105 clusters
  Score: Raw -106189327.379449 + Penalty 231885.937785 = -105957441.441665
  nChanged 931
Iteration 143Q (78722.770000 sec): 105 clusters
  Score: Raw -106189682.326556 + Penalty 231885.937785 = -105957796.388772
  nChanged 792
Iteration 144Q (78843.780000 sec): 105 clusters
  Score: Raw -106189858.073594 + Penalty 231885.937785 = -105957972.135809
  nChanged 701
Iteration 145Q (78957.740000 sec): 105 clusters
  Score: Raw -106189986.080878 + Penalty 231885.937785 = -105958100.143093
  nChanged 626
Iteration 146Q (79070.030000 sec): 105 clusters
  Score: Raw -106190110.747446 + Penalty 231885.937785 = -105958224.809661
  nChanged 553
Iteration 147Q (79178.160000 sec): 105 clusters
  Score: Raw -106190221.446073 + Penalty 231885.937785 = -105958335.508288
  nChanged 475
Iteration 148Q (79302.350000 sec): 105 clusters
  Score: Raw -106190311.186519 + Penalty 231885.937785 = -105958425.248734
  nChanged 456
Iteration 149Q (79420.270000 sec): 105 clusters
  Score: Raw -106190385.512535 + Penalty 231885.937785 = -105958499.574751
  nChanged 403
Iteration 150Q (79544.110000 sec): 105 clusters
  Score: Raw -106190444.990503 + Penalty 231885.937785 = -105958559.052719
  nChanged 365
Iteration 151Q (79658.570000 sec): 105 clusters
  Score: Raw -106190488.076780 + Penalty 231885.937785 = -105958602.138996
  nChanged 324
Iteration 152Q (79779.860000 sec): 105 clusters
  Score: Raw -106190524.524776 + Penalty 231885.937785 = -105958638.586992
  nChanged 312
Iteration 153Q (79899.880000 sec): 105 clusters
  Score: Raw -106190560.419337 + Penalty 231885.937785 = -105958674.481552
  nChanged 289
Iteration 154Q (80012.610000 sec): 105 clusters
  Score: Raw -106190590.658728 + Penalty 231885.937785 = -105958704.720943
  nChanged 264
Iteration 155Q (80132.030000 sec): 105 clusters
  Score: Raw -106190616.941555 + Penalty 231885.937785 = -105958731.003770
  nChanged 256
Iteration 156Q (80257.450000 sec): 105 clusters
  Score: Raw -106190641.414292 + Penalty 231885.937785 = -105958755.476508
  nChanged 251
Iteration 157Q (80382.270000 sec): 105 clusters
  Score: Raw -106190665.347663 + Penalty 231885.937785 = -105958779.409878
  nChanged 231
Iteration 158Q (80505.750000 sec): 105 clusters
  Score: Raw -106190687.295972 + Penalty 231885.937785 = -105958801.358187
  nChanged 247
Iteration 159Q (80626.190000 sec): 105 clusters
  Score: Raw -106190706.855335 + Penalty 231885.937785 = -105958820.917551
  nChanged 230
Iteration 160F (80792.090000 sec): 105 clusters
  Score: Raw -106190750.154264 + Penalty 231885.937785 = -105958864.216480
  nChanged 237
Iteration 161Q (80917.270000 sec): 105 clusters
  Score: Raw -106190819.952163 + Penalty 231885.937785 = -105958934.014379
  nChanged 242
Iteration 162Q (81049.810000 sec): 105 clusters
  Score: Raw -106190852.899199 + Penalty 231885.937785 = -105958966.961414
  nChanged 229
Iteration 163Q (81182.560000 sec): 105 clusters
  Score: Raw -106190879.309061 + Penalty 231885.937785 = -105958993.371276
  nChanged 222
Iteration 164Q (81304.840000 sec): 105 clusters
  Score: Raw -106190899.770706 + Penalty 231885.937785 = -105959013.832921
  nChanged 236
Iteration 165Q (81435.580000 sec): 105 clusters
  Score: Raw -106190923.458973 + Penalty 231885.937785 = -105959037.521189
  nChanged 205
Iteration 166Q (81569.920000 sec): 105 clusters
  Score: Raw -106190940.756926 + Penalty 231885.937785 = -105959054.819142
  nChanged 198
Iteration 167Q (81697.330000 sec): 105 clusters
  Score: Raw -106190959.345326 + Penalty 231885.937785 = -105959073.407541
  nChanged 190
Iteration 168Q (81828.860000 sec): 105 clusters
  Score: Raw -106190975.912746 + Penalty 231885.937785 = -105959089.974962
  nChanged 195
Iteration 169Q (81953.420000 sec): 105 clusters
  Score: Raw -106190990.233692 + Penalty 231885.937785 = -105959104.295908
  nChanged 161
Iteration 170Q (82063.480000 sec): 105 clusters
  Score: Raw -106191001.886320 + Penalty 231885.937785 = -105959115.948536
  nChanged 164
Iteration 171Q (82193.040000 sec): 105 clusters
  Score: Raw -106191015.389676 + Penalty 231885.937785 = -105959129.451891
  nChanged 159
Iteration 172Q (82325.760000 sec): 105 clusters
  Score: Raw -106191025.250350 + Penalty 231885.937785 = -105959139.312566
  nChanged 135
Iteration 173Q (82464.770000 sec): 105 clusters
  Score: Raw -106191033.360899 + Penalty 231885.937785 = -105959147.423115
  nChanged 114
Iteration 174Q (82600.330000 sec): 105 clusters
  Score: Raw -106191041.031352 + Penalty 231885.937785 = -105959155.093567
  nChanged 113
Iteration 175Q (82738.800000 sec): 105 clusters
  Score: Raw -106191048.044258 + Penalty 231885.937785 = -105959162.106473
  nChanged 95
Iteration 176Q (82870.370000 sec): 105 clusters
  Score: Raw -106191054.493569 + Penalty 231885.937785 = -105959168.555785
  nChanged 119
Iteration 177Q (82988.120000 sec): 105 clusters
  Score: Raw -106191060.675118 + Penalty 231885.937785 = -105959174.737334
  nChanged 87
Iteration 178Q (83111.410000 sec): 105 clusters
  Score: Raw -106191066.450715 + Penalty 231885.937785 = -105959180.512931
  nChanged 76
Writing temp clu file 
Because OldScore, -105959174.737334, is greater than current (better) Score,-105959180.512931 
 Compute initial score before splitting:   Score: Raw -106191066.450715 + Penalty 231885.937785 = -105959180.512931
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83111.920000 sec): 2 clusters
  Score: Raw -28221.276913 + Penalty 956.942668 = -27264.334245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83112.080000 sec): 3 clusters
  Score: Raw -28381.116874 + Penalty 1913.885336 = -26467.231537
  nChanged 104
		SP:Iteration 1F (83112.270000 sec): 3 clusters
  Score: Raw -28868.279047 + Penalty 1913.885336 = -26954.393711
  nChanged 42
		SP:Iteration 2F (83112.430000 sec): 3 clusters
  Score: Raw -29231.600707 + Penalty 1913.885336 = -27317.715370
  nChanged 20
		SP:Iteration 3F (83112.580000 sec): 3 clusters
  Score: Raw -29383.530319 + Penalty 1913.885336 = -27469.644982
  nChanged 8
		SP:Iteration 4Q (83112.750000 sec): 3 clusters
  Score: Raw -29405.948835 + Penalty 1913.885336 = -27492.063498
  nChanged 3
		SP:Iteration 5Q (83112.940000 sec): 3 clusters
  Score: Raw -29415.700819 + Penalty 1913.885336 = -27501.815483
  nChanged 4
		SP:Iteration 6Q (83113.140000 sec): 3 clusters
  Score: Raw -29448.792505 + Penalty 1913.885336 = -27534.907169
  nChanged 3
		SP:Iteration 7Q (83113.290000 sec): 3 clusters
  Score: Raw -29489.122624 + Penalty 1913.885336 = -27575.237287
  nChanged 0
		SP:Iteration 8F (83113.470000 sec): 3 clusters
  Score: Raw -29489.122624 + Penalty 1913.885336 = -27575.237287
  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 6.54 GB.

 Trying to split cluster 2 (845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83113.550000 sec): 2 clusters
  Score: Raw -98212.292100 + Penalty 1095.142202 = -97117.149898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83113.750000 sec): 3 clusters
  Score: Raw -97973.437469 + Penalty 2190.284404 = -95783.153066
  nChanged 253
		SP:Iteration 1F (83113.920000 sec): 3 clusters
  Score: Raw -98222.620899 + Penalty 2190.284404 = -96032.336495
  nChanged 60
		SP:Iteration 2F (83114.090000 sec): 3 clusters
  Score: Raw -98303.459780 + Penalty 2190.284404 = -96113.175376
  nChanged 38
		SP:Iteration 3Q (83114.280000 sec): 3 clusters
  Score: Raw -98377.944642 + Penalty 2190.284404 = -96187.660238
  nChanged 40
		SP:Iteration 4Q (83114.440000 sec): 3 clusters
  Score: Raw -98439.322806 + Penalty 2190.284404 = -96249.038402
  nChanged 33
		SP:Iteration 5Q (83114.670000 sec): 3 clusters
  Score: Raw -98486.087278 + Penalty 2190.284404 = -96295.802874
  nChanged 25
		SP:Iteration 6Q (83114.830000 sec): 3 clusters
  Score: Raw -98522.730573 + Penalty 2190.284404 = -96332.446169
  nChanged 18
		SP:Iteration 7Q (83115.000000 sec): 3 clusters
  Score: Raw -98544.952940 + Penalty 2190.284404 = -96354.668536
  nChanged 13
		SP:Iteration 8Q (83115.210000 sec): 3 clusters
  Score: Raw -98562.203567 + Penalty 2190.284404 = -96371.919163
  nChanged 19
		SP:Iteration 9Q (83115.360000 sec): 3 clusters
  Score: Raw -98583.567379 + Penalty 2190.284404 = -96393.282975
  nChanged 9
		SP:Iteration 10Q (83115.570000 sec): 3 clusters
  Score: Raw -98597.416225 + Penalty 2190.284404 = -96407.131821
  nChanged 9
		SP:Iteration 11Q (83115.740000 sec): 3 clusters
  Score: Raw -98606.735795 + Penalty 2190.284404 = -96416.451391
  nChanged 3
		SP:Iteration 12Q (83115.900000 sec): 3 clusters
  Score: Raw -98610.511294 + Penalty 2190.284404 = -96420.226891
  nChanged 2
		SP:Iteration 13Q (83116.060000 sec): 3 clusters
  Score: Raw -98611.947962 + Penalty 2190.284404 = -96421.663558
  nChanged 0
		SP:Iteration 14F (83116.260000 sec): 3 clusters
  Score: Raw -98618.018749 + Penalty 2190.284404 = -96427.734345
  nChanged 1
		SP:Iteration 15Q (83116.420000 sec): 3 clusters
  Score: Raw -98626.576522 + Penalty 2190.284404 = -96436.292118
  nChanged 3
		SP:Iteration 16Q (83116.620000 sec): 3 clusters
  Score: Raw -98633.460046 + Penalty 2190.284404 = -96443.175643
  nChanged 8
		SP:Iteration 17Q (83116.820000 sec): 3 clusters
  Score: Raw -98641.979163 + Penalty 2190.284404 = -96451.694759
  nChanged 7
		SP:Iteration 18Q (83117.010000 sec): 3 clusters
  Score: Raw -98650.756430 + Penalty 2190.284404 = -96460.472026
  nChanged 2
		SP:Iteration 19Q (83117.210000 sec): 3 clusters
  Score: Raw -98655.235699 + Penalty 2190.284404 = -96464.951296
  nChanged 1
		SP:Iteration 20F (83117.350000 sec): 3 clusters
  Score: Raw -98656.619973 + Penalty 2190.284404 = -96466.335569
  nChanged 1
		SP:Iteration 21Q (83117.520000 sec): 3 clusters
  Score: Raw -98657.440411 + Penalty 2190.284404 = -96467.156007
  nChanged 1
		SP:Iteration 22Q (83117.740000 sec): 3 clusters
  Score: Raw -98658.083901 + Penalty 2190.284404 = -96467.799497
  nChanged 0
		SP:Iteration 23F (83117.900000 sec): 3 clusters
  Score: Raw -98658.083901 + Penalty 2190.284404 = -96467.799497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 3 (1129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83118.010000 sec): 2 clusters
  Score: Raw -111278.480997 + Penalty 1142.226729 = -110136.254268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83118.170000 sec): 3 clusters
  Score: Raw -110935.167790 + Penalty 2284.453458 = -108650.714331
  nChanged 367
		SP:Iteration 1F (83118.380000 sec): 3 clusters
  Score: Raw -111480.136818 + Penalty 2284.453458 = -109195.683360
  nChanged 128
		SP:Iteration 2F (83118.570000 sec): 3 clusters
  Score: Raw -111768.111327 + Penalty 2284.453458 = -109483.657869
  nChanged 91
		SP:Iteration 3F (83118.750000 sec): 3 clusters
  Score: Raw -111966.229744 + Penalty 2284.453458 = -109681.776286
  nChanged 74
		SP:Iteration 4F (83118.920000 sec): 3 clusters
  Score: Raw -112099.326263 + Penalty 2284.453458 = -109814.872805
  nChanged 44
		SP:Iteration 5Q (83119.090000 sec): 3 clusters
  Score: Raw -112194.269520 + Penalty 2284.453458 = -109909.816061
  nChanged 36
		SP:Iteration 6Q (83119.230000 sec): 3 clusters
  Score: Raw -112263.267236 + Penalty 2284.453458 = -109978.813777
  nChanged 28
		SP:Iteration 7Q (83119.440000 sec): 3 clusters
  Score: Raw -112314.852147 + Penalty 2284.453458 = -110030.398689
  nChanged 16
		SP:Iteration 8Q (83119.630000 sec): 3 clusters
  Score: Raw -112358.642927 + Penalty 2284.453458 = -110074.189468
  nChanged 12
		SP:Iteration 9Q (83119.770000 sec): 3 clusters
  Score: Raw -112379.063899 + Penalty 2284.453458 = -110094.610441
  nChanged 12
		SP:Iteration 10Q (83119.960000 sec): 3 clusters
  Score: Raw -112396.554296 + Penalty 2284.453458 = -110112.100837
  nChanged 9
		SP:Iteration 11Q (83120.160000 sec): 3 clusters
  Score: Raw -112410.350209 + Penalty 2284.453458 = -110125.896750
  nChanged 14
		SP:Iteration 12Q (83120.330000 sec): 3 clusters
  Score: Raw -112431.031530 + Penalty 2284.453458 = -110146.578072
  nChanged 7
		SP:Iteration 13Q (83120.480000 sec): 3 clusters
  Score: Raw -112440.932301 + Penalty 2284.453458 = -110156.478843
  nChanged 7
		SP:Iteration 14Q (83120.650000 sec): 3 clusters
  Score: Raw -112447.590422 + Penalty 2284.453458 = -110163.136964
  nChanged 4
		SP:Iteration 15Q (83120.820000 sec): 3 clusters
  Score: Raw -112451.129215 + Penalty 2284.453458 = -110166.675756
  nChanged 2
		SP:Iteration 16Q (83120.990000 sec): 3 clusters
  Score: Raw -112459.434554 + Penalty 2284.453458 = -110174.981095
  nChanged 5
		SP:Iteration 17Q (83121.140000 sec): 3 clusters
  Score: Raw -112466.251087 + Penalty 2284.453458 = -110181.797628
  nChanged 3
		SP:Iteration 18Q (83121.310000 sec): 3 clusters
  Score: Raw -112469.433619 + Penalty 2284.453458 = -110184.980160
  nChanged 4
		SP:Iteration 19Q (83121.450000 sec): 3 clusters
  Score: Raw -112477.919939 + Penalty 2284.453458 = -110193.466481
  nChanged 3
		SP:Iteration 20F (83121.600000 sec): 3 clusters
  Score: Raw -112480.202437 + Penalty 2284.453458 = -110195.748979
  nChanged 2
		SP:Iteration 21Q (83121.750000 sec): 3 clusters
  Score: Raw -112483.454537 + Penalty 2284.453458 = -110199.001078
  nChanged 1
		SP:Iteration 22Q (83121.930000 sec): 3 clusters
  Score: Raw -112485.446701 + Penalty 2284.453458 = -110200.993243
  nChanged 2
		SP:Iteration 23Q (83122.090000 sec): 3 clusters
  Score: Raw -112489.630426 + Penalty 2284.453458 = -110205.176968
  nChanged 3
		SP:Iteration 24Q (83122.240000 sec): 3 clusters
  Score: Raw -112496.695744 + Penalty 2284.453458 = -110212.242285
  nChanged 3
		SP:Iteration 25Q (83122.380000 sec): 3 clusters
  Score: Raw -112502.284649 + Penalty 2284.453458 = -110217.831190
  nChanged 2
		SP:Iteration 26Q (83122.520000 sec): 3 clusters
  Score: Raw -112506.040511 + Penalty 2284.453458 = -110221.587052
  nChanged 1
		SP:Iteration 27Q (83122.700000 sec): 3 clusters
  Score: Raw -112506.387407 + Penalty 2284.453458 = -110221.933949
  nChanged 0
		SP:Iteration 28F (83122.860000 sec): 3 clusters
  Score: Raw -112506.387407 + Penalty 2284.453458 = -110221.933949
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 4 (1766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83122.970000 sec): 2 clusters
  Score: Raw -198230.880653 + Penalty 1214.926762 = -197015.953891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83123.150000 sec): 3 clusters
  Score: Raw -197522.383077 + Penalty 2429.853524 = -195092.529553
  nChanged 623
		SP:Iteration 1F (83123.330000 sec): 3 clusters
  Score: Raw -198153.445729 + Penalty 2429.853524 = -195723.592205
  nChanged 170
		SP:Iteration 2F (83123.490000 sec): 3 clusters
  Score: Raw -198388.505484 + Penalty 2429.853524 = -195958.651960
  nChanged 132
		SP:Iteration 3F (83123.660000 sec): 3 clusters
  Score: Raw -198528.898352 + Penalty 2429.853524 = -196099.044828
  nChanged 93
		SP:Iteration 4F (83123.830000 sec): 3 clusters
  Score: Raw -198627.165238 + Penalty 2429.853524 = -196197.311714
  nChanged 70
		SP:Iteration 5Q (83124.020000 sec): 3 clusters
  Score: Raw -198713.565601 + Penalty 2429.853524 = -196283.712077
  nChanged 59
		SP:Iteration 6Q (83124.170000 sec): 3 clusters
  Score: Raw -198789.658699 + Penalty 2429.853524 = -196359.805175
  nChanged 54
		SP:Iteration 7Q (83124.380000 sec): 3 clusters
  Score: Raw -198866.664865 + Penalty 2429.853524 = -196436.811341
  nChanged 40
		SP:Iteration 8Q (83124.520000 sec): 3 clusters
  Score: Raw -198910.670957 + Penalty 2429.853524 = -196480.817433
  nChanged 37
		SP:Iteration 9Q (83124.670000 sec): 3 clusters
  Score: Raw -198956.103263 + Penalty 2429.853524 = -196526.249739
  nChanged 33
		SP:Iteration 10Q (83124.820000 sec): 3 clusters
  Score: Raw -198988.798033 + Penalty 2429.853524 = -196558.944509
  nChanged 21
		SP:Iteration 11Q (83125.000000 sec): 3 clusters
  Score: Raw -199005.503157 + Penalty 2429.853524 = -196575.649633
  nChanged 10
		SP:Iteration 12Q (83125.180000 sec): 3 clusters
  Score: Raw -199013.975467 + Penalty 2429.853524 = -196584.121943
  nChanged 11
		SP:Iteration 13Q (83125.390000 sec): 3 clusters
  Score: Raw -199021.168685 + Penalty 2429.853524 = -196591.315161
  nChanged 5
		SP:Iteration 14Q (83125.590000 sec): 3 clusters
  Score: Raw -199024.234430 + Penalty 2429.853524 = -196594.380906
  nChanged 3
		SP:Iteration 15Q (83125.780000 sec): 3 clusters
  Score: Raw -199026.309084 + Penalty 2429.853524 = -196596.455560
  nChanged 3
		SP:Iteration 16Q (83125.930000 sec): 3 clusters
  Score: Raw -199029.023450 + Penalty 2429.853524 = -196599.169926
  nChanged 3
		SP:Iteration 17Q (83126.120000 sec): 3 clusters
  Score: Raw -199031.363198 + Penalty 2429.853524 = -196601.509674
  nChanged 4
		SP:Iteration 18Q (83126.260000 sec): 3 clusters
  Score: Raw -199034.282586 + Penalty 2429.853524 = -196604.429062
  nChanged 3
		SP:Iteration 19Q (83126.430000 sec): 3 clusters
  Score: Raw -199036.200631 + Penalty 2429.853524 = -196606.347107
  nChanged 1
		SP:Iteration 20F (83126.640000 sec): 3 clusters
  Score: Raw -199036.562790 + Penalty 2429.853524 = -196606.709266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 5 (16636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83126.790000 sec): 2 clusters
  Score: Raw -2077512.620658 + Penalty 1579.390199 = -2075933.230459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83127.080000 sec): 3 clusters
  Score: Raw -2067587.685185 + Penalty 3158.780398 = -2064428.904787
  nChanged 7487
		SP:Iteration 1F (83127.290000 sec): 3 clusters
  Score: Raw -2071684.721214 + Penalty 3158.780398 = -2068525.940817
  nChanged 906
		SP:Iteration 2F (83127.580000 sec): 3 clusters
  Score: Raw -2072030.333875 + Penalty 3158.780398 = -2068871.553477
  nChanged 795
		SP:Iteration 3Q (83127.820000 sec): 3 clusters
  Score: Raw -2072345.406345 + Penalty 3158.780398 = -2069186.625947
  nChanged 757
		SP:Iteration 4Q (83128.030000 sec): 3 clusters
  Score: Raw -2072660.007907 + Penalty 3158.780398 = -2069501.227509
  nChanged 761
		SP:Iteration 5Q (83128.330000 sec): 3 clusters
  Score: Raw -2072994.956976 + Penalty 3158.780398 = -2069836.176578
  nChanged 688
		SP:Iteration 6Q (83128.560000 sec): 3 clusters
  Score: Raw -2073304.767439 + Penalty 3158.780398 = -2070145.987041
  nChanged 689
		SP:Iteration 7Q (83128.860000 sec): 3 clusters
  Score: Raw -2073643.515478 + Penalty 3158.780398 = -2070484.735081
  nChanged 669
		SP:Iteration 8Q (83129.080000 sec): 3 clusters
  Score: Raw -2073975.571360 + Penalty 3158.780398 = -2070816.790962
  nChanged 657
		SP:Iteration 9Q (83129.350000 sec): 3 clusters
  Score: Raw -2074307.123612 + Penalty 3158.780398 = -2071148.343214
  nChanged 607
		SP:Iteration 10Q (83129.570000 sec): 3 clusters
  Score: Raw -2074640.415858 + Penalty 3158.780398 = -2071481.635460
  nChanged 630
		SP:Iteration 11Q (83129.870000 sec): 3 clusters
  Score: Raw -2074986.727461 + Penalty 3158.780398 = -2071827.947063
  nChanged 530
		SP:Iteration 12Q (83130.110000 sec): 3 clusters
  Score: Raw -2075221.137775 + Penalty 3158.780398 = -2072062.357377
  nChanged 428
		SP:Iteration 13Q (83130.350000 sec): 3 clusters
  Score: Raw -2075374.390113 + Penalty 3158.780398 = -2072215.609716
  nChanged 345
		SP:Iteration 14Q (83130.600000 sec): 3 clusters
  Score: Raw -2075484.283872 + Penalty 3158.780398 = -2072325.503474
  nChanged 263
		SP:Iteration 15Q (83130.870000 sec): 3 clusters
  Score: Raw -2075555.668926 + Penalty 3158.780398 = -2072396.888528
  nChanged 217
		SP:Iteration 16Q (83131.110000 sec): 3 clusters
  Score: Raw -2075607.458106 + Penalty 3158.780398 = -2072448.677708
  nChanged 181
		SP:Iteration 17Q (83131.380000 sec): 3 clusters
  Score: Raw -2075647.971636 + Penalty 3158.780398 = -2072489.191238
  nChanged 155
		SP:Iteration 18Q (83131.620000 sec): 3 clusters
  Score: Raw -2075687.645812 + Penalty 3158.780398 = -2072528.865414
  nChanged 173
		SP:Iteration 19Q (83131.880000 sec): 3 clusters
  Score: Raw -2075737.704473 + Penalty 3158.780398 = -2072578.924075
  nChanged 176
		SP:Iteration 20F (83132.100000 sec): 3 clusters
  Score: Raw -2075789.091768 + Penalty 3158.780398 = -2072630.311370
  nChanged 175
		SP:Iteration 21Q (83132.330000 sec): 3 clusters
  Score: Raw -2075842.187212 + Penalty 3158.780398 = -2072683.406814
  nChanged 175
		SP:Iteration 22Q (83132.560000 sec): 3 clusters
  Score: Raw -2075895.510091 + Penalty 3158.780398 = -2072736.729693
  nChanged 167
		SP:Iteration 23Q (83132.860000 sec): 3 clusters
  Score: Raw -2075944.622347 + Penalty 3158.780398 = -2072785.841949
  nChanged 172
		SP:Iteration 24Q (83133.130000 sec): 3 clusters
  Score: Raw -2075995.457536 + Penalty 3158.780398 = -2072836.677138
  nChanged 178
		SP:Iteration 25Q (83133.370000 sec): 3 clusters
  Score: Raw -2076049.480331 + Penalty 3158.780398 = -2072890.699933
  nChanged 175
		SP:Iteration 26Q (83133.630000 sec): 3 clusters
  Score: Raw -2076103.176653 + Penalty 3158.780398 = -2072944.396255
  nChanged 172
		SP:Iteration 27Q (83133.880000 sec): 3 clusters
  Score: Raw -2076160.899231 + Penalty 3158.780398 = -2073002.118833
  nChanged 185
		SP:Iteration 28Q (83134.160000 sec): 3 clusters
  Score: Raw -2076228.987418 + Penalty 3158.780398 = -2073070.207020
  nChanged 190
		SP:Iteration 29Q (83134.400000 sec): 3 clusters
  Score: Raw -2076294.119893 + Penalty 3158.780398 = -2073135.339495
  nChanged 163
		SP:Iteration 30Q (83134.660000 sec): 3 clusters
  Score: Raw -2076346.314526 + Penalty 3158.780398 = -2073187.534128
  nChanged 179
		SP:Iteration 31Q (83134.930000 sec): 3 clusters
  Score: Raw -2076400.644250 + Penalty 3158.780398 = -2073241.863853
  nChanged 158
		SP:Iteration 32Q (83135.150000 sec): 3 clusters
  Score: Raw -2076445.707612 + Penalty 3158.780398 = -2073286.927214
  nChanged 142
		SP:Iteration 33Q (83135.420000 sec): 3 clusters
  Score: Raw -2076484.916079 + Penalty 3158.780398 = -2073326.135681
  nChanged 132
		SP:Iteration 34Q (83135.690000 sec): 3 clusters
  Score: Raw -2076521.368150 + Penalty 3158.780398 = -2073362.587752
  nChanged 120
		SP:Iteration 35Q (83135.900000 sec): 3 clusters
  Score: Raw -2076554.545401 + Penalty 3158.780398 = -2073395.765004
  nChanged 112
		SP:Iteration 36Q (83136.220000 sec): 3 clusters
  Score: Raw -2076584.284540 + Penalty 3158.780398 = -2073425.504142
  nChanged 116
		SP:Iteration 37Q (83136.480000 sec): 3 clusters
  Score: Raw -2076614.235012 + Penalty 3158.780398 = -2073455.454614
  nChanged 107
		SP:Iteration 38Q (83136.700000 sec): 3 clusters
  Score: Raw -2076640.642723 + Penalty 3158.780398 = -2073481.862325
  nChanged 99
		SP:Iteration 39Q (83136.930000 sec): 3 clusters
  Score: Raw -2076666.482291 + Penalty 3158.780398 = -2073507.701894
  nChanged 103
		SP:Iteration 40F (83137.160000 sec): 3 clusters
  Score: Raw -2076694.323324 + Penalty 3158.780398 = -2073535.542927
  nChanged 101
		SP:Iteration 41Q (83137.420000 sec): 3 clusters
  Score: Raw -2076716.904431 + Penalty 3158.780398 = -2073558.124033
  nChanged 84
		SP:Iteration 42Q (83137.680000 sec): 3 clusters
  Score: Raw -2076734.725594 + Penalty 3158.780398 = -2073575.945196
  nChanged 85
		SP:Iteration 43Q (83137.920000 sec): 3 clusters
  Score: Raw -2076753.330900 + Penalty 3158.780398 = -2073594.550503
  nChanged 74
		SP:Iteration 44Q (83138.160000 sec): 3 clusters
  Score: Raw -2076769.299137 + Penalty 3158.780398 = -2073610.518739
  nChanged 75
		SP:Iteration 45Q (83138.420000 sec): 3 clusters
  Score: Raw -2076788.113702 + Penalty 3158.780398 = -2073629.333304
  nChanged 87
		SP:Iteration 46Q (83138.670000 sec): 3 clusters
  Score: Raw -2076809.602062 + Penalty 3158.780398 = -2073650.821665
  nChanged 84
		SP:Iteration 47Q (83138.920000 sec): 3 clusters
  Score: Raw -2076830.345332 + Penalty 3158.780398 = -2073671.564934
  nChanged 78
		SP:Iteration 48Q (83139.190000 sec): 3 clusters
  Score: Raw -2076847.779232 + Penalty 3158.780398 = -2073688.998834
  nChanged 66
		SP:Iteration 49Q (83139.450000 sec): 3 clusters
  Score: Raw -2076866.071954 + Penalty 3158.780398 = -2073707.291556
  nChanged 78
		SP:Iteration 50Q (83139.710000 sec): 3 clusters
  Score: Raw -2076887.161172 + Penalty 3158.780398 = -2073728.380775
  nChanged 72
		SP:Iteration 51Q (83139.930000 sec): 3 clusters
  Score: Raw -2076906.457612 + Penalty 3158.780398 = -2073747.677214
  nChanged 77
		SP:Iteration 52Q (83140.160000 sec): 3 clusters
  Score: Raw -2076930.734526 + Penalty 3158.780398 = -2073771.954128
  nChanged 84
		SP:Iteration 53Q (83140.380000 sec): 3 clusters
  Score: Raw -2076957.671177 + Penalty 3158.780398 = -2073798.890779
  nChanged 77
		SP:Iteration 54Q (83140.660000 sec): 3 clusters
  Score: Raw -2076982.693702 + Penalty 3158.780398 = -2073823.913304
  nChanged 70
		SP:Iteration 55Q (83140.860000 sec): 3 clusters
  Score: Raw -2077004.062917 + Penalty 3158.780398 = -2073845.282520
  nChanged 71
		SP:Iteration 56Q (83141.130000 sec): 3 clusters
  Score: Raw -2077027.131064 + Penalty 3158.780398 = -2073868.350666
  nChanged 71
		SP:Iteration 57Q (83141.330000 sec): 3 clusters
  Score: Raw -2077049.403040 + Penalty 3158.780398 = -2073890.622642
  nChanged 70
		SP:Iteration 58Q (83141.580000 sec): 3 clusters
  Score: Raw -2077076.182550 + Penalty 3158.780398 = -2073917.402152
  nChanged 72
		SP:Iteration 59Q (83141.820000 sec): 3 clusters
  Score: Raw -2077104.422220 + Penalty 3158.780398 = -2073945.641822
  nChanged 63
		SP:Iteration 60F (83142.060000 sec): 3 clusters
  Score: Raw -2077129.227954 + Penalty 3158.780398 = -2073970.447556
  nChanged 69
		SP:Iteration 61Q (83142.330000 sec): 3 clusters
  Score: Raw -2077155.659944 + Penalty 3158.780398 = -2073996.879547
  nChanged 68
		SP:Iteration 62Q (83142.560000 sec): 3 clusters
  Score: Raw -2077182.613407 + Penalty 3158.780398 = -2074023.833009
  nChanged 64
		SP:Iteration 63Q (83142.820000 sec): 3 clusters
  Score: Raw -2077209.838869 + Penalty 3158.780398 = -2074051.058471
  nChanged 66
		SP:Iteration 64Q (83143.060000 sec): 3 clusters
  Score: Raw -2077238.432409 + Penalty 3158.780398 = -2074079.652012
  nChanged 62
		SP:Iteration 65Q (83143.300000 sec): 3 clusters
  Score: Raw -2077268.015922 + Penalty 3158.780398 = -2074109.235524
  nChanged 65
		SP:Iteration 66Q (83143.560000 sec): 3 clusters
  Score: Raw -2077301.616878 + Penalty 3158.780398 = -2074142.836480
  nChanged 63
		SP:Iteration 67Q (83143.820000 sec): 3 clusters
  Score: Raw -2077330.839420 + Penalty 3158.780398 = -2074172.059023
  nChanged 57
		SP:Iteration 68Q (83144.080000 sec): 3 clusters
  Score: Raw -2077355.941007 + Penalty 3158.780398 = -2074197.160609
  nChanged 54
		SP:Iteration 69Q (83144.290000 sec): 3 clusters
  Score: Raw -2077377.731343 + Penalty 3158.780398 = -2074218.950945
  nChanged 43
		SP:Iteration 70Q (83144.520000 sec): 3 clusters
  Score: Raw -2077396.348442 + Penalty 3158.780398 = -2074237.568045
  nChanged 31
		SP:Iteration 71Q (83144.800000 sec): 3 clusters
  Score: Raw -2077408.834995 + Penalty 3158.780398 = -2074250.054597
  nChanged 28
		SP:Iteration 72Q (83145.040000 sec): 3 clusters
  Score: Raw -2077421.781153 + Penalty 3158.780398 = -2074263.000755
  nChanged 38
		SP:Iteration 73Q (83145.260000 sec): 3 clusters
  Score: Raw -2077440.668084 + Penalty 3158.780398 = -2074281.887686
  nChanged 39
		SP:Iteration 74Q (83145.500000 sec): 3 clusters
  Score: Raw -2077462.828412 + Penalty 3158.780398 = -2074304.048014
  nChanged 48
		SP:Iteration 75Q (83145.770000 sec): 3 clusters
  Score: Raw -2077490.670681 + Penalty 3158.780398 = -2074331.890284
  nChanged 42
		SP:Iteration 76Q (83146.010000 sec): 3 clusters
  Score: Raw -2077515.209008 + Penalty 3158.780398 = -2074356.428611
  nChanged 36
		SP:Iteration 77Q (83146.230000 sec): 3 clusters
  Score: Raw -2077535.187540 + Penalty 3158.780398 = -2074376.407142
  nChanged 41
		SP:Iteration 78Q (83146.540000 sec): 3 clusters
  Score: Raw -2077553.005404 + Penalty 3158.780398 = -2074394.225007
  nChanged 30
		SP:Iteration 79Q (83146.780000 sec): 3 clusters
  Score: Raw -2077568.201076 + Penalty 3158.780398 = -2074409.420678
  nChanged 21
		SP:Iteration 80F (83147.040000 sec): 3 clusters
  Score: Raw -2077579.987142 + Penalty 3158.780398 = -2074421.206744
  nChanged 21
		SP:Iteration 81Q (83147.270000 sec): 3 clusters
  Score: Raw -2077591.009425 + Penalty 3158.780398 = -2074432.229027
  nChanged 25
		SP:Iteration 82Q (83147.510000 sec): 3 clusters
  Score: Raw -2077609.155649 + Penalty 3158.780398 = -2074450.375251
  nChanged 24
		SP:Iteration 83Q (83147.750000 sec): 3 clusters
  Score: Raw -2077623.497291 + Penalty 3158.780398 = -2074464.716893
  nChanged 20
		SP:Iteration 84Q (83147.990000 sec): 3 clusters
  Score: Raw -2077635.457462 + Penalty 3158.780398 = -2074476.677065
  nChanged 16
		SP:Iteration 85Q (83148.270000 sec): 3 clusters
  Score: Raw -2077646.213794 + Penalty 3158.780398 = -2074487.433396
  nChanged 16
		SP:Iteration 86Q (83148.520000 sec): 3 clusters
  Score: Raw -2077653.493307 + Penalty 3158.780398 = -2074494.712910
  nChanged 12
		SP:Iteration 87Q (83148.730000 sec): 3 clusters
  Score: Raw -2077659.064673 + Penalty 3158.780398 = -2074500.284275
  nChanged 5
		SP:Iteration 88Q (83148.980000 sec): 3 clusters
  Score: Raw -2077661.508387 + Penalty 3158.780398 = -2074502.727989
  nChanged 4
		SP:Iteration 89Q (83149.240000 sec): 3 clusters
  Score: Raw -2077664.378376 + Penalty 3158.780398 = -2074505.597978
  nChanged 7
		SP:Iteration 90Q (83149.490000 sec): 3 clusters
  Score: Raw -2077668.173863 + Penalty 3158.780398 = -2074509.393465
  nChanged 6
		SP:Iteration 91Q (83149.760000 sec): 3 clusters
  Score: Raw -2077671.424516 + Penalty 3158.780398 = -2074512.644118
  nChanged 3
		SP:Iteration 92Q (83149.990000 sec): 3 clusters
  Score: Raw -2077672.754237 + Penalty 3158.780398 = -2074513.973839
  nChanged 3
		SP:Iteration 93Q (83150.200000 sec): 3 clusters
  Score: Raw -2077673.737109 + Penalty 3158.780398 = -2074514.956711
  nChanged 1
		SP:Iteration 94Q (83150.480000 sec): 3 clusters
  Score: Raw -2077674.067897 + Penalty 3158.780398 = -2074515.287500
  nChanged 0
		SP:Iteration 95F (83150.690000 sec): 3 clusters
  Score: Raw -2077674.067897 + Penalty 3158.780398 = -2074515.287500
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83150.840000 sec): 2 clusters
  Score: Raw -74305.823842 + Penalty 1055.480653 = -73250.343190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83151.010000 sec): 3 clusters
  Score: Raw -74184.665508 + Penalty 2110.961306 = -72073.704203
  nChanged 173
		SP:Iteration 1F (83151.170000 sec): 3 clusters
  Score: Raw -74394.633493 + Penalty 2110.961306 = -72283.672188
  nChanged 48
		SP:Iteration 2F (83151.330000 sec): 3 clusters
  Score: Raw -74498.736673 + Penalty 2110.961306 = -72387.775367
  nChanged 39
		SP:Iteration 3F (83151.520000 sec): 3 clusters
  Score: Raw -74585.499493 + Penalty 2110.961306 = -72474.538187
  nChanged 30
		SP:Iteration 4Q (83151.680000 sec): 3 clusters
  Score: Raw -74635.938375 + Penalty 2110.961306 = -72524.977069
  nChanged 23
		SP:Iteration 5Q (83151.870000 sec): 3 clusters
  Score: Raw -74672.088898 + Penalty 2110.961306 = -72561.127592
  nChanged 14
		SP:Iteration 6Q (83152.050000 sec): 3 clusters
  Score: Raw -74697.742101 + Penalty 2110.961306 = -72586.780795
  nChanged 9
		SP:Iteration 7Q (83152.180000 sec): 3 clusters
  Score: Raw -74713.782030 + Penalty 2110.961306 = -72602.820724
  nChanged 5
		SP:Iteration 8Q (83152.370000 sec): 3 clusters
  Score: Raw -74721.253884 + Penalty 2110.961306 = -72610.292578
  nChanged 6
		SP:Iteration 9Q (83152.580000 sec): 3 clusters
  Score: Raw -74729.549187 + Penalty 2110.961306 = -72618.587882
  nChanged 3
		SP:Iteration 10Q (83152.750000 sec): 3 clusters
  Score: Raw -74734.047845 + Penalty 2110.961306 = -72623.086539
  nChanged 3
		SP:Iteration 11Q (83152.900000 sec): 3 clusters
  Score: Raw -74737.508435 + Penalty 2110.961306 = -72626.547130
  nChanged 0
		SP:Iteration 12F (83153.120000 sec): 3 clusters
  Score: Raw -74737.508435 + Penalty 2110.961306 = -72626.547130
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83153.210000 sec): 2 clusters
  Score: Raw -748032.717191 + Penalty 1435.698052 = -746597.019139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83153.460000 sec): 3 clusters
  Score: Raw -744286.102839 + Penalty 2871.396104 = -741414.706735
  nChanged 2916
		SP:Iteration 1F (83153.620000 sec): 3 clusters
  Score: Raw -745955.538733 + Penalty 2871.396104 = -743084.142629
  nChanged 525
		SP:Iteration 2F (83153.870000 sec): 3 clusters
  Score: Raw -746260.530347 + Penalty 2871.396104 = -743389.134243
  nChanged 410
		SP:Iteration 3F (83154.060000 sec): 3 clusters
  Score: Raw -746503.274414 + Penalty 2871.396104 = -743631.878310
  nChanged 371
		SP:Iteration 4F (83154.240000 sec): 3 clusters
  Score: Raw -746744.589935 + Penalty 2871.396104 = -743873.193831
  nChanged 340
		SP:Iteration 5Q (83154.460000 sec): 3 clusters
  Score: Raw -746958.069669 + Penalty 2871.396104 = -744086.673565
  nChanged 303
		SP:Iteration 6Q (83154.680000 sec): 3 clusters
  Score: Raw -747129.563332 + Penalty 2871.396104 = -744258.167228
  nChanged 278
		SP:Iteration 7Q (83154.870000 sec): 3 clusters
  Score: Raw -747267.420860 + Penalty 2871.396104 = -744396.024757
  nChanged 208
		SP:Iteration 8Q (83155.060000 sec): 3 clusters
  Score: Raw -747360.439866 + Penalty 2871.396104 = -744489.043762
  nChanged 188
		SP:Iteration 9Q (83155.230000 sec): 3 clusters
  Score: Raw -747441.157453 + Penalty 2871.396104 = -744569.761349
  nChanged 157
		SP:Iteration 10Q (83155.480000 sec): 3 clusters
  Score: Raw -747502.967119 + Penalty 2871.396104 = -744631.571015
  nChanged 135
		SP:Iteration 11Q (83155.700000 sec): 3 clusters
  Score: Raw -747550.156424 + Penalty 2871.396104 = -744678.760320
  nChanged 105
		SP:Iteration 12Q (83155.860000 sec): 3 clusters
  Score: Raw -747587.885635 + Penalty 2871.396104 = -744716.489531
  nChanged 107
		SP:Iteration 13Q (83156.040000 sec): 3 clusters
  Score: Raw -747618.399158 + Penalty 2871.396104 = -744747.003054
  nChanged 69
		SP:Iteration 14Q (83156.230000 sec): 3 clusters
  Score: Raw -747636.995742 + Penalty 2871.396104 = -744765.599638
  nChanged 66
		SP:Iteration 15Q (83156.440000 sec): 3 clusters
  Score: Raw -747653.557151 + Penalty 2871.396104 = -744782.161048
  nChanged 52
		SP:Iteration 16Q (83156.620000 sec): 3 clusters
  Score: Raw -747667.199745 + Penalty 2871.396104 = -744795.803641
  nChanged 54
		SP:Iteration 17Q (83156.830000 sec): 3 clusters
  Score: Raw -747679.773902 + Penalty 2871.396104 = -744808.377798
  nChanged 46
		SP:Iteration 18Q (83157.060000 sec): 3 clusters
  Score: Raw -747690.725254 + Penalty 2871.396104 = -744819.329150
  nChanged 42
		SP:Iteration 19Q (83157.270000 sec): 3 clusters
  Score: Raw -747699.787606 + Penalty 2871.396104 = -744828.391502
  nChanged 49
		SP:Iteration 20F (83157.500000 sec): 3 clusters
  Score: Raw -747711.353356 + Penalty 2871.396104 = -744839.957252
  nChanged 42
		SP:Iteration 21Q (83157.710000 sec): 3 clusters
  Score: Raw -747719.689119 + Penalty 2871.396104 = -744848.293015
  nChanged 36
		SP:Iteration 22Q (83157.900000 sec): 3 clusters
  Score: Raw -747728.140173 + Penalty 2871.396104 = -744856.744069
  nChanged 31
		SP:Iteration 23Q (83158.120000 sec): 3 clusters
  Score: Raw -747733.822554 + Penalty 2871.396104 = -744862.426450
  nChanged 24
		SP:Iteration 24Q (83158.300000 sec): 3 clusters
  Score: Raw -747738.426078 + Penalty 2871.396104 = -744867.029974
  nChanged 23
		SP:Iteration 25Q (83158.520000 sec): 3 clusters
  Score: Raw -747744.216680 + Penalty 2871.396104 = -744872.820576
  nChanged 30
		SP:Iteration 26Q (83158.720000 sec): 3 clusters
  Score: Raw -747751.055712 + Penalty 2871.396104 = -744879.659608
  nChanged 34
		SP:Iteration 27Q (83158.910000 sec): 3 clusters
  Score: Raw -747764.157374 + Penalty 2871.396104 = -744892.761270
  nChanged 59
		SP:Iteration 28Q (83159.100000 sec): 3 clusters
  Score: Raw -747786.085286 + Penalty 2871.396104 = -744914.689182
  nChanged 66
		SP:Iteration 29Q (83159.320000 sec): 3 clusters
  Score: Raw -747807.557845 + Penalty 2871.396104 = -744936.161741
  nChanged 70
		SP:Iteration 30Q (83159.500000 sec): 3 clusters
  Score: Raw -747827.091756 + Penalty 2871.396104 = -744955.695652
  nChanged 66
		SP:Iteration 31Q (83159.730000 sec): 3 clusters
  Score: Raw -747845.003589 + Penalty 2871.396104 = -744973.607485
  nChanged 48
		SP:Iteration 32Q (83159.900000 sec): 3 clusters
  Score: Raw -747858.605717 + Penalty 2871.396104 = -744987.209613
  nChanged 57
		SP:Iteration 33Q (83160.090000 sec): 3 clusters
  Score: Raw -747872.373251 + Penalty 2871.396104 = -745000.977147
  nChanged 54
		SP:Iteration 34Q (83160.300000 sec): 3 clusters
  Score: Raw -747883.568194 + Penalty 2871.396104 = -745012.172090
  nChanged 37
		SP:Iteration 35Q (83160.520000 sec): 3 clusters
  Score: Raw -747891.081884 + Penalty 2871.396104 = -745019.685780
  nChanged 34
		SP:Iteration 36Q (83160.720000 sec): 3 clusters
  Score: Raw -747898.716801 + Penalty 2871.396104 = -745027.320697
  nChanged 27
		SP:Iteration 37Q (83160.890000 sec): 3 clusters
  Score: Raw -747905.688148 + Penalty 2871.396104 = -745034.292044
  nChanged 34
		SP:Iteration 38Q (83161.140000 sec): 3 clusters
  Score: Raw -747914.124890 + Penalty 2871.396104 = -745042.728786
  nChanged 37
		SP:Iteration 39Q (83161.340000 sec): 3 clusters
  Score: Raw -747920.828826 + Penalty 2871.396104 = -745049.432722
  nChanged 26
		SP:Iteration 40F (83161.500000 sec): 3 clusters
  Score: Raw -747926.048917 + Penalty 2871.396104 = -745054.652813
  nChanged 32
		SP:Iteration 41Q (83161.710000 sec): 3 clusters
  Score: Raw -747934.578135 + Penalty 2871.396104 = -745063.182031
  nChanged 43
		SP:Iteration 42Q (83161.920000 sec): 3 clusters
  Score: Raw -747945.202356 + Penalty 2871.396104 = -745073.806252
  nChanged 38
		SP:Iteration 43Q (83162.110000 sec): 3 clusters
  Score: Raw -747954.741439 + Penalty 2871.396104 = -745083.345335
  nChanged 38
		SP:Iteration 44Q (83162.300000 sec): 3 clusters
  Score: Raw -747965.563629 + Penalty 2871.396104 = -745094.167525
  nChanged 52
		SP:Iteration 45Q (83162.520000 sec): 3 clusters
  Score: Raw -747979.666249 + Penalty 2871.396104 = -745108.270145
  nChanged 48
		SP:Iteration 46Q (83162.740000 sec): 3 clusters
  Score: Raw -747992.686189 + Penalty 2871.396104 = -745121.290085
  nChanged 43
		SP:Iteration 47Q (83162.940000 sec): 3 clusters
  Score: Raw -748003.773936 + Penalty 2871.396104 = -745132.377832
  nChanged 42
		SP:Iteration 48Q (83163.150000 sec): 3 clusters
  Score: Raw -748018.220843 + Penalty 2871.396104 = -745146.824739
  nChanged 49
		SP:Iteration 49Q (83163.330000 sec): 3 clusters
  Score: Raw -748034.263975 + Penalty 2871.396104 = -745162.867871
  nChanged 62
		SP:Iteration 50Q (83163.520000 sec): 3 clusters
  Score: Raw -748053.539507 + Penalty 2871.396104 = -745182.143404
  nChanged 57
		SP:Iteration 51Q (83163.740000 sec): 3 clusters
  Score: Raw -748070.217950 + Penalty 2871.396104 = -745198.821846
  nChanged 59
		SP:Iteration 52Q (83163.910000 sec): 3 clusters
  Score: Raw -748087.401639 + Penalty 2871.396104 = -745216.005535
  nChanged 57
		SP:Iteration 53Q (83164.130000 sec): 3 clusters
  Score: Raw -748102.171488 + Penalty 2871.396104 = -745230.775384
  nChanged 58
		SP:Iteration 54Q (83164.310000 sec): 3 clusters
  Score: Raw -748119.415066 + Penalty 2871.396104 = -745248.018962
  nChanged 57
		SP:Iteration 55Q (83164.530000 sec): 3 clusters
  Score: Raw -748137.392446 + Penalty 2871.396104 = -745265.996342
  nChanged 62
		SP:Iteration 56Q (83164.690000 sec): 3 clusters
  Score: Raw -748152.988423 + Penalty 2871.396104 = -745281.592319
  nChanged 50
		SP:Iteration 57Q (83164.890000 sec): 3 clusters
  Score: Raw -748165.217243 + Penalty 2871.396104 = -745293.821139
  nChanged 45
		SP:Iteration 58Q (83165.070000 sec): 3 clusters
  Score: Raw -748178.311132 + Penalty 2871.396104 = -745306.915028
  nChanged 42
		SP:Iteration 59Q (83165.310000 sec): 3 clusters
  Score: Raw -748188.318031 + Penalty 2871.396104 = -745316.921927
  nChanged 32
		SP:Iteration 60F (83165.510000 sec): 3 clusters
  Score: Raw -748195.421597 + Penalty 2871.396104 = -745324.025493
  nChanged 38
		SP:Iteration 61Q (83165.690000 sec): 3 clusters
  Score: Raw -748203.827455 + Penalty 2871.396104 = -745332.431351
  nChanged 33
		SP:Iteration 62Q (83165.920000 sec): 3 clusters
  Score: Raw -748211.809074 + Penalty 2871.396104 = -745340.412970
  nChanged 27
		SP:Iteration 63Q (83166.110000 sec): 3 clusters
  Score: Raw -748216.779601 + Penalty 2871.396104 = -745345.383498
  nChanged 30
		SP:Iteration 64Q (83166.350000 sec): 3 clusters
  Score: Raw -748223.414170 + Penalty 2871.396104 = -745352.018066
  nChanged 24
		SP:Iteration 65Q (83166.550000 sec): 3 clusters
  Score: Raw -748229.237180 + Penalty 2871.396104 = -745357.841076
  nChanged 26
		SP:Iteration 66Q (83166.730000 sec): 3 clusters
  Score: Raw -748234.973898 + Penalty 2871.396104 = -745363.577794
  nChanged 24
		SP:Iteration 67Q (83166.920000 sec): 3 clusters
  Score: Raw -748239.915011 + Penalty 2871.396104 = -745368.518907
  nChanged 22
		SP:Iteration 68Q (83167.110000 sec): 3 clusters
  Score: Raw -748244.186810 + Penalty 2871.396104 = -745372.790706
  nChanged 23
		SP:Iteration 69Q (83167.320000 sec): 3 clusters
  Score: Raw -748248.624789 + Penalty 2871.396104 = -745377.228685
  nChanged 18
		SP:Iteration 70Q (83167.500000 sec): 3 clusters
  Score: Raw -748251.493776 + Penalty 2871.396104 = -745380.097672
  nChanged 16
		SP:Iteration 71Q (83167.720000 sec): 3 clusters
  Score: Raw -748253.773340 + Penalty 2871.396104 = -745382.377236
  nChanged 13
		SP:Iteration 72Q (83167.940000 sec): 3 clusters
  Score: Raw -748256.867218 + Penalty 2871.396104 = -745385.471114
  nChanged 15
		SP:Iteration 73Q (83168.130000 sec): 3 clusters
  Score: Raw -748259.516139 + Penalty 2871.396104 = -745388.120035
  nChanged 15
		SP:Iteration 74Q (83168.330000 sec): 3 clusters
  Score: Raw -748261.901279 + Penalty 2871.396104 = -745390.505175
  nChanged 14
		SP:Iteration 75Q (83168.530000 sec): 3 clusters
  Score: Raw -748264.124618 + Penalty 2871.396104 = -745392.728514
  nChanged 13
		SP:Iteration 76Q (83168.760000 sec): 3 clusters
  Score: Raw -748266.675000 + Penalty 2871.396104 = -745395.278896
  nChanged 16
		SP:Iteration 77Q (83168.930000 sec): 3 clusters
  Score: Raw -748269.522469 + Penalty 2871.396104 = -745398.126365
  nChanged 14
		SP:Iteration 78Q (83169.130000 sec): 3 clusters
  Score: Raw -748271.904511 + Penalty 2871.396104 = -745400.508407
  nChanged 9
		SP:Iteration 79Q (83169.320000 sec): 3 clusters
  Score: Raw -748273.312034 + Penalty 2871.396104 = -745401.915930
  nChanged 10
		SP:Iteration 80F (83169.510000 sec): 3 clusters
  Score: Raw -748275.095014 + Penalty 2871.396104 = -745403.698910
  nChanged 10
		SP:Iteration 81Q (83169.740000 sec): 3 clusters
  Score: Raw -748277.035920 + Penalty 2871.396104 = -745405.639816
  nChanged 9
		SP:Iteration 82Q (83169.950000 sec): 3 clusters
  Score: Raw -748278.579357 + Penalty 2871.396104 = -745407.183253
  nChanged 7
		SP:Iteration 83Q (83170.130000 sec): 3 clusters
  Score: Raw -748279.543817 + Penalty 2871.396104 = -745408.147713
  nChanged 7
		SP:Iteration 84Q (83170.330000 sec): 3 clusters
  Score: Raw -748280.406327 + Penalty 2871.396104 = -745409.010223
  nChanged 7
		SP:Iteration 85Q (83170.520000 sec): 3 clusters
  Score: Raw -748281.786082 + Penalty 2871.396104 = -745410.389978
  nChanged 13
		SP:Iteration 86Q (83170.700000 sec): 3 clusters
  Score: Raw -748283.990455 + Penalty 2871.396104 = -745412.594351
  nChanged 12
		SP:Iteration 87Q (83170.910000 sec): 3 clusters
  Score: Raw -748287.252294 + Penalty 2871.396104 = -745415.856190
  nChanged 13
		SP:Iteration 88Q (83171.120000 sec): 3 clusters
  Score: Raw -748289.023427 + Penalty 2871.396104 = -745417.627323
  nChanged 9
		SP:Iteration 89Q (83171.320000 sec): 3 clusters
  Score: Raw -748290.040383 + Penalty 2871.396104 = -745418.644279
  nChanged 3
		SP:Iteration 90Q (83171.560000 sec): 3 clusters
  Score: Raw -748290.425816 + Penalty 2871.396104 = -745419.029712
  nChanged 5
		SP:Iteration 91Q (83171.760000 sec): 3 clusters
  Score: Raw -748291.034338 + Penalty 2871.396104 = -745419.638235
  nChanged 9
		SP:Iteration 92Q (83171.960000 sec): 3 clusters
  Score: Raw -748292.893020 + Penalty 2871.396104 = -745421.496916
  nChanged 13
		SP:Iteration 93Q (83172.160000 sec): 3 clusters
  Score: Raw -748295.602426 + Penalty 2871.396104 = -745424.206323
  nChanged 11
		SP:Iteration 94Q (83172.310000 sec): 3 clusters
  Score: Raw -748297.454360 + Penalty 2871.396104 = -745426.058256
  nChanged 11
		SP:Iteration 95Q (83172.460000 sec): 3 clusters
  Score: Raw -748298.646759 + Penalty 2871.396104 = -745427.250655
  nChanged 4
		SP:Iteration 96Q (83172.710000 sec): 3 clusters
  Score: Raw -748299.137665 + Penalty 2871.396104 = -745427.741561
  nChanged 1
		SP:Iteration 97Q (83172.860000 sec): 3 clusters
  Score: Raw -748299.224767 + Penalty 2871.396104 = -745427.828663
  nChanged 0
		SP:Iteration 98F (83173.050000 sec): 3 clusters
  Score: Raw -748299.224767 + Penalty 2871.396104 = -745427.828663
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (16853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83173.220000 sec): 2 clusters
  Score: Raw -2102556.601950 + Penalty 1581.496144 = -2100975.105806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83173.460000 sec): 3 clusters
  Score: Raw -2092616.745042 + Penalty 3162.992287 = -2089453.752754
  nChanged 7414
		SP:Iteration 1F (83173.750000 sec): 3 clusters
  Score: Raw -2096705.904088 + Penalty 3162.992287 = -2093542.911800
  nChanged 989
		SP:Iteration 2F (83173.960000 sec): 3 clusters
  Score: Raw -2097180.312605 + Penalty 3162.992287 = -2094017.320317
  nChanged 967
		SP:Iteration 3F (83174.200000 sec): 3 clusters
  Score: Raw -2097691.843503 + Penalty 3162.992287 = -2094528.851216
  nChanged 929
		SP:Iteration 4F (83174.440000 sec): 3 clusters
  Score: Raw -2098176.089972 + Penalty 3162.992287 = -2095013.097685
  nChanged 924
		SP:Iteration 5F (83174.720000 sec): 3 clusters
  Score: Raw -2098652.107267 + Penalty 3162.992287 = -2095489.114979
  nChanged 882
		SP:Iteration 6F (83174.950000 sec): 3 clusters
  Score: Raw -2099117.386682 + Penalty 3162.992287 = -2095954.394395
  nChanged 811
		SP:Iteration 7Q (83175.190000 sec): 3 clusters
  Score: Raw -2099527.884719 + Penalty 3162.992287 = -2096364.892431
  nChanged 757
		SP:Iteration 8Q (83175.490000 sec): 3 clusters
  Score: Raw -2099896.750164 + Penalty 3162.992287 = -2096733.757877
  nChanged 652
		SP:Iteration 9Q (83175.740000 sec): 3 clusters
  Score: Raw -2100234.720542 + Penalty 3162.992287 = -2097071.728254
  nChanged 578
		SP:Iteration 10Q (83175.980000 sec): 3 clusters
  Score: Raw -2100537.849999 + Penalty 3162.992287 = -2097374.857712
  nChanged 515
		SP:Iteration 11Q (83176.220000 sec): 3 clusters
  Score: Raw -2100788.133341 + Penalty 3162.992287 = -2097625.141054
  nChanged 443
		SP:Iteration 12Q (83176.460000 sec): 3 clusters
  Score: Raw -2101014.866333 + Penalty 3162.992287 = -2097851.874046
  nChanged 402
		SP:Iteration 13Q (83176.700000 sec): 3 clusters
  Score: Raw -2101194.573347 + Penalty 3162.992287 = -2098031.581060
  nChanged 330
		SP:Iteration 14Q (83176.960000 sec): 3 clusters
  Score: Raw -2101316.666140 + Penalty 3162.992287 = -2098153.673853
  nChanged 235
		SP:Iteration 15Q (83177.180000 sec): 3 clusters
  Score: Raw -2101394.948199 + Penalty 3162.992287 = -2098231.955912
  nChanged 204
		SP:Iteration 16Q (83177.440000 sec): 3 clusters
  Score: Raw -2101458.999184 + Penalty 3162.992287 = -2098296.006896
  nChanged 183
		SP:Iteration 17Q (83177.670000 sec): 3 clusters
  Score: Raw -2101518.529523 + Penalty 3162.992287 = -2098355.537235
  nChanged 168
		SP:Iteration 18Q (83177.890000 sec): 3 clusters
  Score: Raw -2101560.238074 + Penalty 3162.992287 = -2098397.245787
  nChanged 145
		SP:Iteration 19Q (83178.130000 sec): 3 clusters
  Score: Raw -2101599.853573 + Penalty 3162.992287 = -2098436.861286
  nChanged 142
		SP:Iteration 20F (83178.410000 sec): 3 clusters
  Score: Raw -2101639.153360 + Penalty 3162.992287 = -2098476.161072
  nChanged 149
		SP:Iteration 21Q (83178.620000 sec): 3 clusters
  Score: Raw -2101677.602519 + Penalty 3162.992287 = -2098514.610231
  nChanged 133
		SP:Iteration 22Q (83178.860000 sec): 3 clusters
  Score: Raw -2101706.063011 + Penalty 3162.992287 = -2098543.070724
  nChanged 118
		SP:Iteration 23Q (83179.110000 sec): 3 clusters
  Score: Raw -2101734.202886 + Penalty 3162.992287 = -2098571.210599
  nChanged 131
		SP:Iteration 24Q (83179.310000 sec): 3 clusters
  Score: Raw -2101770.352507 + Penalty 3162.992287 = -2098607.360219
  nChanged 130
		SP:Iteration 25Q (83179.550000 sec): 3 clusters
  Score: Raw -2101807.537498 + Penalty 3162.992287 = -2098644.545211
  nChanged 154
		SP:Iteration 26Q (83179.770000 sec): 3 clusters
  Score: Raw -2101851.297615 + Penalty 3162.992287 = -2098688.305328
  nChanged 134
		SP:Iteration 27Q (83179.980000 sec): 3 clusters
  Score: Raw -2101890.252194 + Penalty 3162.992287 = -2098727.259906
  nChanged 131
		SP:Iteration 28Q (83180.270000 sec): 3 clusters
  Score: Raw -2101926.107407 + Penalty 3162.992287 = -2098763.115119
  nChanged 131
		SP:Iteration 29Q (83180.480000 sec): 3 clusters
  Score: Raw -2101960.502829 + Penalty 3162.992287 = -2098797.510542
  nChanged 125
		SP:Iteration 30Q (83180.750000 sec): 3 clusters
  Score: Raw -2101993.688313 + Penalty 3162.992287 = -2098830.696025
  nChanged 120
		SP:Iteration 31Q (83180.990000 sec): 3 clusters
  Score: Raw -2102026.540251 + Penalty 3162.992287 = -2098863.547964
  nChanged 117
		SP:Iteration 32Q (83181.200000 sec): 3 clusters
  Score: Raw -2102056.681972 + Penalty 3162.992287 = -2098893.689685
  nChanged 107
		SP:Iteration 33Q (83181.470000 sec): 3 clusters
  Score: Raw -2102083.731868 + Penalty 3162.992287 = -2098920.739581
  nChanged 99
		SP:Iteration 34Q (83181.680000 sec): 3 clusters
  Score: Raw -2102109.690791 + Penalty 3162.992287 = -2098946.698503
  nChanged 113
		SP:Iteration 35Q (83181.920000 sec): 3 clusters
  Score: Raw -2102143.137940 + Penalty 3162.992287 = -2098980.145652
  nChanged 115
		SP:Iteration 36Q (83182.150000 sec): 3 clusters
  Score: Raw -2102178.491725 + Penalty 3162.992287 = -2099015.499437
  nChanged 111
		SP:Iteration 37Q (83182.400000 sec): 3 clusters
  Score: Raw -2102208.397606 + Penalty 3162.992287 = -2099045.405318
  nChanged 106
		SP:Iteration 38Q (83182.610000 sec): 3 clusters
  Score: Raw -2102236.820250 + Penalty 3162.992287 = -2099073.827962
  nChanged 110
		SP:Iteration 39Q (83182.840000 sec): 3 clusters
  Score: Raw -2102272.546560 + Penalty 3162.992287 = -2099109.554272
  nChanged 116
		SP:Iteration 40F (83183.130000 sec): 3 clusters
  Score: Raw -2102309.354816 + Penalty 3162.992287 = -2099146.362528
  nChanged 109
		SP:Iteration 41Q (83183.380000 sec): 3 clusters
  Score: Raw -2102339.787569 + Penalty 3162.992287 = -2099176.795282
  nChanged 94
		SP:Iteration 42Q (83183.640000 sec): 3 clusters
  Score: Raw -2102363.992999 + Penalty 3162.992287 = -2099201.000711
  nChanged 87
		SP:Iteration 43Q (83183.870000 sec): 3 clusters
  Score: Raw -2102388.981336 + Penalty 3162.992287 = -2099225.989049
  nChanged 80
		SP:Iteration 44Q (83184.100000 sec): 3 clusters
  Score: Raw -2102416.298941 + Penalty 3162.992287 = -2099253.306654
  nChanged 81
		SP:Iteration 45Q (83184.320000 sec): 3 clusters
  Score: Raw -2102447.061037 + Penalty 3162.992287 = -2099284.068750
  nChanged 88
		SP:Iteration 46Q (83184.550000 sec): 3 clusters
  Score: Raw -2102478.706500 + Penalty 3162.992287 = -2099315.714213
  nChanged 86
		SP:Iteration 47Q (83184.770000 sec): 3 clusters
  Score: Raw -2102510.737131 + Penalty 3162.992287 = -2099347.744843
  nChanged 82
		SP:Iteration 48Q (83185.000000 sec): 3 clusters
  Score: Raw -2102538.492445 + Penalty 3162.992287 = -2099375.500157
  nChanged 65
		SP:Iteration 49Q (83185.240000 sec): 3 clusters
  Score: Raw -2102561.740198 + Penalty 3162.992287 = -2099398.747911
  nChanged 55
		SP:Iteration 50Q (83185.490000 sec): 3 clusters
  Score: Raw -2102577.167323 + Penalty 3162.992287 = -2099414.175036
  nChanged 49
		SP:Iteration 51Q (83185.750000 sec): 3 clusters
  Score: Raw -2102590.939836 + Penalty 3162.992287 = -2099427.947548
  nChanged 37
		SP:Iteration 52Q (83185.980000 sec): 3 clusters
  Score: Raw -2102598.704136 + Penalty 3162.992287 = -2099435.711849
  nChanged 27
		SP:Iteration 53Q (83186.210000 sec): 3 clusters
  Score: Raw -2102604.615304 + Penalty 3162.992287 = -2099441.623017
  nChanged 34
		SP:Iteration 54Q (83186.450000 sec): 3 clusters
  Score: Raw -2102611.844319 + Penalty 3162.992287 = -2099448.852032
  nChanged 33
		SP:Iteration 55Q (83186.680000 sec): 3 clusters
  Score: Raw -2102619.930753 + Penalty 3162.992287 = -2099456.938466
  nChanged 41
		SP:Iteration 56Q (83186.950000 sec): 3 clusters
  Score: Raw -2102632.110192 + Penalty 3162.992287 = -2099469.117904
  nChanged 31
		SP:Iteration 57Q (83187.210000 sec): 3 clusters
  Score: Raw -2102640.907604 + Penalty 3162.992287 = -2099477.915316
  nChanged 37
		SP:Iteration 58Q (83187.480000 sec): 3 clusters
  Score: Raw -2102650.024841 + Penalty 3162.992287 = -2099487.032553
  nChanged 40
		SP:Iteration 59Q (83187.700000 sec): 3 clusters
  Score: Raw -2102659.502553 + Penalty 3162.992287 = -2099496.510266
  nChanged 35
		SP:Iteration 60F (83187.950000 sec): 3 clusters
  Score: Raw -2102668.539375 + Penalty 3162.992287 = -2099505.547088
  nChanged 26
		SP:Iteration 61Q (83188.210000 sec): 3 clusters
  Score: Raw -2102676.365503 + Penalty 3162.992287 = -2099513.373215
  nChanged 28
		SP:Iteration 62Q (83188.450000 sec): 3 clusters
  Score: Raw -2102683.735413 + Penalty 3162.992287 = -2099520.743126
  nChanged 23
		SP:Iteration 63Q (83188.690000 sec): 3 clusters
  Score: Raw -2102687.615806 + Penalty 3162.992287 = -2099524.623519
  nChanged 19
		SP:Iteration 64Q (83188.910000 sec): 3 clusters
  Score: Raw -2102690.940421 + Penalty 3162.992287 = -2099527.948133
  nChanged 15
		SP:Iteration 65Q (83189.130000 sec): 3 clusters
  Score: Raw -2102694.577164 + Penalty 3162.992287 = -2099531.584877
  nChanged 20
		SP:Iteration 66Q (83189.350000 sec): 3 clusters
  Score: Raw -2102698.127648 + Penalty 3162.992287 = -2099535.135360
  nChanged 20
		SP:Iteration 67Q (83189.620000 sec): 3 clusters
  Score: Raw -2102701.665115 + Penalty 3162.992287 = -2099538.672827
  nChanged 14
		SP:Iteration 68Q (83189.830000 sec): 3 clusters
  Score: Raw -2102704.249447 + Penalty 3162.992287 = -2099541.257160
  nChanged 14
		SP:Iteration 69Q (83190.090000 sec): 3 clusters
  Score: Raw -2102707.027778 + Penalty 3162.992287 = -2099544.035490
  nChanged 10
		SP:Iteration 70Q (83190.290000 sec): 3 clusters
  Score: Raw -2102708.515718 + Penalty 3162.992287 = -2099545.523430
  nChanged 7
		SP:Iteration 71Q (83190.530000 sec): 3 clusters
  Score: Raw -2102709.771168 + Penalty 3162.992287 = -2099546.778880
  nChanged 7
		SP:Iteration 72Q (83190.790000 sec): 3 clusters
  Score: Raw -2102711.158010 + Penalty 3162.992287 = -2099548.165723
  nChanged 3
		SP:Iteration 73Q (83191.090000 sec): 3 clusters
  Score: Raw -2102711.589452 + Penalty 3162.992287 = -2099548.597165
  nChanged 3
		SP:Iteration 74Q (83191.310000 sec): 3 clusters
  Score: Raw -2102712.101633 + Penalty 3162.992287 = -2099549.109345
  nChanged 3
		SP:Iteration 75Q (83191.540000 sec): 3 clusters
  Score: Raw -2102712.497471 + Penalty 3162.992287 = -2099549.505183
  nChanged 4
		SP:Iteration 76Q (83191.810000 sec): 3 clusters
  Score: Raw -2102713.066789 + Penalty 3162.992287 = -2099550.074502
  nChanged 3
		SP:Iteration 77Q (83192.070000 sec): 3 clusters
  Score: Raw -2102713.523213 + Penalty 3162.992287 = -2099550.530926
  nChanged 2
		SP:Iteration 78Q (83192.310000 sec): 3 clusters
  Score: Raw -2102713.797701 + Penalty 3162.992287 = -2099550.805414
  nChanged 0
		SP:Iteration 79F (83192.580000 sec): 3 clusters
  Score: Raw -2102713.797701 + Penalty 3162.992287 = -2099550.805414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83192.680000 sec): 2 clusters
  Score: Raw -174438.987955 + Penalty 1189.585631 = -173249.402323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83192.880000 sec): 3 clusters
  Score: Raw -173847.887829 + Penalty 2379.171263 = -171468.716566
  nChanged 507
		SP:Iteration 1F (83193.030000 sec): 3 clusters
  Score: Raw -174219.147430 + Penalty 2379.171263 = -171839.976168
  nChanged 129
		SP:Iteration 2F (83193.190000 sec): 3 clusters
  Score: Raw -174359.660464 + Penalty 2379.171263 = -171980.489202
  nChanged 78
		SP:Iteration 3F (83193.380000 sec): 3 clusters
  Score: Raw -174445.165671 + Penalty 2379.171263 = -172065.994409
  nChanged 64
		SP:Iteration 4Q (83193.570000 sec): 3 clusters
  Score: Raw -174523.573762 + Penalty 2379.171263 = -172144.402499
  nChanged 63
		SP:Iteration 5Q (83193.750000 sec): 3 clusters
  Score: Raw -174582.044446 + Penalty 2379.171263 = -172202.873184
  nChanged 48
		SP:Iteration 6Q (83193.930000 sec): 3 clusters
  Score: Raw -174629.514051 + Penalty 2379.171263 = -172250.342789
  nChanged 31
		SP:Iteration 7Q (83194.100000 sec): 3 clusters
  Score: Raw -174653.834259 + Penalty 2379.171263 = -172274.662996
  nChanged 33
		SP:Iteration 8Q (83194.260000 sec): 3 clusters
  Score: Raw -174685.469469 + Penalty 2379.171263 = -172306.298206
  nChanged 39
		SP:Iteration 9Q (83194.450000 sec): 3 clusters
  Score: Raw -174725.475748 + Penalty 2379.171263 = -172346.304485
  nChanged 32
		SP:Iteration 10Q (83194.610000 sec): 3 clusters
  Score: Raw -174751.445054 + Penalty 2379.171263 = -172372.273791
  nChanged 27
		SP:Iteration 11Q (83194.750000 sec): 3 clusters
  Score: Raw -174777.165888 + Penalty 2379.171263 = -172397.994625
  nChanged 28
		SP:Iteration 12Q (83194.920000 sec): 3 clusters
  Score: Raw -174800.533872 + Penalty 2379.171263 = -172421.362609
  nChanged 21
		SP:Iteration 13Q (83195.130000 sec): 3 clusters
  Score: Raw -174821.457585 + Penalty 2379.171263 = -172442.286322
  nChanged 16
		SP:Iteration 14Q (83195.290000 sec): 3 clusters
  Score: Raw -174832.489928 + Penalty 2379.171263 = -172453.318665
  nChanged 14
		SP:Iteration 15Q (83195.430000 sec): 3 clusters
  Score: Raw -174845.607832 + Penalty 2379.171263 = -172466.436569
  nChanged 11
		SP:Iteration 16Q (83195.650000 sec): 3 clusters
  Score: Raw -174855.057925 + Penalty 2379.171263 = -172475.886662
  nChanged 11
		SP:Iteration 17Q (83195.810000 sec): 3 clusters
  Score: Raw -174861.817537 + Penalty 2379.171263 = -172482.646274
  nChanged 9
		SP:Iteration 18Q (83195.970000 sec): 3 clusters
  Score: Raw -174865.885307 + Penalty 2379.171263 = -172486.714044
  nChanged 4
		SP:Iteration 19Q (83196.130000 sec): 3 clusters
  Score: Raw -174868.389162 + Penalty 2379.171263 = -172489.217899
  nChanged 2
		SP:Iteration 20F (83196.300000 sec): 3 clusters
  Score: Raw -174869.291128 + Penalty 2379.171263 = -172490.119866
  nChanged 2
		SP:Iteration 21Q (83196.490000 sec): 3 clusters
  Score: Raw -174870.234567 + Penalty 2379.171263 = -172491.063305
  nChanged 1
		SP:Iteration 22Q (83196.630000 sec): 3 clusters
  Score: Raw -174870.507511 + Penalty 2379.171263 = -172491.336249
  nChanged 0
		SP:Iteration 23F (83196.790000 sec): 3 clusters
  Score: Raw -174870.507511 + Penalty 2379.171263 = -172491.336249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83196.930000 sec): 2 clusters
  Score: Raw -1194515.311947 + Penalty 1494.981461 = -1193020.330486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83197.150000 sec): 3 clusters
  Score: Raw -1188908.566829 + Penalty 2989.962922 = -1185918.603907
  nChanged 4237
		SP:Iteration 1F (83197.390000 sec): 3 clusters
  Score: Raw -1191238.377564 + Penalty 2989.962922 = -1188248.414642
  nChanged 549
		SP:Iteration 2F (83197.610000 sec): 3 clusters
  Score: Raw -1191451.521553 + Penalty 2989.962922 = -1188461.558631
  nChanged 443
		SP:Iteration 3Q (83197.840000 sec): 3 clusters
  Score: Raw -1191619.109205 + Penalty 2989.962922 = -1188629.146283
  nChanged 389
		SP:Iteration 4Q (83198.050000 sec): 3 clusters
  Score: Raw -1191790.462195 + Penalty 2989.962922 = -1188800.499273
  nChanged 417
		SP:Iteration 5Q (83198.220000 sec): 3 clusters
  Score: Raw -1191999.169358 + Penalty 2989.962922 = -1189009.206436
  nChanged 446
		SP:Iteration 6Q (83198.410000 sec): 3 clusters
  Score: Raw -1192236.939409 + Penalty 2989.962922 = -1189246.976486
  nChanged 449
		SP:Iteration 7Q (83198.610000 sec): 3 clusters
  Score: Raw -1192517.454175 + Penalty 2989.962922 = -1189527.491253
  nChanged 446
		SP:Iteration 8Q (83198.800000 sec): 3 clusters
  Score: Raw -1192839.130663 + Penalty 2989.962922 = -1189849.167741
  nChanged 438
		SP:Iteration 9Q (83199.030000 sec): 3 clusters
  Score: Raw -1193187.545970 + Penalty 2989.962922 = -1190197.583048
  nChanged 399
		SP:Iteration 10Q (83199.260000 sec): 3 clusters
  Score: Raw -1193533.827935 + Penalty 2989.962922 = -1190543.865013
  nChanged 362
		SP:Iteration 11Q (83199.490000 sec): 3 clusters
  Score: Raw -1193838.675325 + Penalty 2989.962922 = -1190848.712403
  nChanged 285
		SP:Iteration 12Q (83199.670000 sec): 3 clusters
  Score: Raw -1194080.595847 + Penalty 2989.962922 = -1191090.632925
  nChanged 239
		SP:Iteration 13Q (83199.860000 sec): 3 clusters
  Score: Raw -1194267.752785 + Penalty 2989.962922 = -1191277.789863
  nChanged 185
		SP:Iteration 14Q (83200.110000 sec): 3 clusters
  Score: Raw -1194414.288518 + Penalty 2989.962922 = -1191424.325596
  nChanged 151
		SP:Iteration 15Q (83200.260000 sec): 3 clusters
  Score: Raw -1194526.310605 + Penalty 2989.962922 = -1191536.347683
  nChanged 115
		SP:Iteration 16Q (83200.480000 sec): 3 clusters
  Score: Raw -1194604.840983 + Penalty 2989.962922 = -1191614.878061
  nChanged 88
		SP:Iteration 17Q (83200.650000 sec): 3 clusters
  Score: Raw -1194659.901713 + Penalty 2989.962922 = -1191669.938791
  nChanged 61
		SP:Iteration 18Q (83200.900000 sec): 3 clusters
  Score: Raw -1194700.465356 + Penalty 2989.962922 = -1191710.502434
  nChanged 48
		SP:Iteration 19Q (83201.050000 sec): 3 clusters
  Score: Raw -1194726.344070 + Penalty 2989.962922 = -1191736.381148
  nChanged 37
		SP:Iteration 20F (83201.290000 sec): 3 clusters
  Score: Raw -1194746.402055 + Penalty 2989.962922 = -1191756.439133
  nChanged 34
		SP:Iteration 21Q (83201.480000 sec): 3 clusters
  Score: Raw -1194759.796950 + Penalty 2989.962922 = -1191769.834028
  nChanged 15
		SP:Iteration 22Q (83201.730000 sec): 3 clusters
  Score: Raw -1194765.770034 + Penalty 2989.962922 = -1191775.807112
  nChanged 18
		SP:Iteration 23Q (83201.940000 sec): 3 clusters
  Score: Raw -1194771.402489 + Penalty 2989.962922 = -1191781.439567
  nChanged 10
		SP:Iteration 24Q (83202.170000 sec): 3 clusters
  Score: Raw -1194775.563807 + Penalty 2989.962922 = -1191785.600885
  nChanged 10
		SP:Iteration 25Q (83202.350000 sec): 3 clusters
  Score: Raw -1194778.845126 + Penalty 2989.962922 = -1191788.882204
  nChanged 4
		SP:Iteration 26Q (83202.600000 sec): 3 clusters
  Score: Raw -1194780.301086 + Penalty 2989.962922 = -1191790.338164
  nChanged 1
		SP:Iteration 27Q (83202.790000 sec): 3 clusters
  Score: Raw -1194780.619416 + Penalty 2989.962922 = -1191790.656494
  nChanged 0
		SP:Iteration 28F (83202.990000 sec): 3 clusters
  Score: Raw -1194780.619416 + Penalty 2989.962922 = -1191790.656494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83203.220000 sec): 2 clusters
  Score: Raw -2913566.855787 + Penalty 1641.530064 = -2911925.325724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83203.500000 sec): 3 clusters
  Score: Raw -2898702.771727 + Penalty 3283.060127 = -2895419.711600
  nChanged 11183
		SP:Iteration 1F (83203.760000 sec): 3 clusters
  Score: Raw -2905020.828812 + Penalty 3283.060127 = -2901737.768685
  nChanged 1229
		SP:Iteration 2F (83204.070000 sec): 3 clusters
  Score: Raw -2905477.337424 + Penalty 3283.060127 = -2902194.277297
  nChanged 1201
		SP:Iteration 3Q (83204.310000 sec): 3 clusters
  Score: Raw -2905971.066593 + Penalty 3283.060127 = -2902688.006466
  nChanged 1112
		SP:Iteration 4Q (83204.640000 sec): 3 clusters
  Score: Raw -2906486.407370 + Penalty 3283.060127 = -2903203.347243
  nChanged 1090
		SP:Iteration 5Q (83204.910000 sec): 3 clusters
  Score: Raw -2907047.376526 + Penalty 3283.060127 = -2903764.316399
  nChanged 1169
		SP:Iteration 6Q (83205.230000 sec): 3 clusters
  Score: Raw -2907757.034891 + Penalty 3283.060127 = -2904473.974764
  nChanged 1190
		SP:Iteration 7Q (83205.520000 sec): 3 clusters
  Score: Raw -2908540.206585 + Penalty 3283.060127 = -2905257.146458
  nChanged 1186
		SP:Iteration 8Q (83205.800000 sec): 3 clusters
  Score: Raw -2909300.200128 + Penalty 3283.060127 = -2906017.140001
  nChanged 1089
		SP:Iteration 9Q (83206.060000 sec): 3 clusters
  Score: Raw -2910028.659917 + Penalty 3283.060127 = -2906745.599790
  nChanged 1073
		SP:Iteration 10Q (83206.390000 sec): 3 clusters
  Score: Raw -2910765.356544 + Penalty 3283.060127 = -2907482.296417
  nChanged 984
		SP:Iteration 11Q (83206.650000 sec): 3 clusters
  Score: Raw -2911430.113615 + Penalty 3283.060127 = -2908147.053488
  nChanged 913
		SP:Iteration 12Q (83206.960000 sec): 3 clusters
  Score: Raw -2912062.258815 + Penalty 3283.060127 = -2908779.198688
  nChanged 834
		SP:Iteration 13Q (83207.220000 sec): 3 clusters
  Score: Raw -2912661.263686 + Penalty 3283.060127 = -2909378.203558
  nChanged 700
		SP:Iteration 14Q (83207.480000 sec): 3 clusters
  Score: Raw -2913114.764790 + Penalty 3283.060127 = -2909831.704663
  nChanged 581
		SP:Iteration 15Q (83207.750000 sec): 3 clusters
  Score: Raw -2913435.017633 + Penalty 3283.060127 = -2910151.957505
  nChanged 447
		SP:Iteration 16Q (83208.020000 sec): 3 clusters
  Score: Raw -2913649.983038 + Penalty 3283.060127 = -2910366.922911
  nChanged 332
		SP:Iteration 17Q (83208.270000 sec): 3 clusters
  Score: Raw -2913787.452726 + Penalty 3283.060127 = -2910504.392598
  nChanged 254
		SP:Iteration 18Q (83208.560000 sec): 3 clusters
  Score: Raw -2913886.040813 + Penalty 3283.060127 = -2910602.980686
  nChanged 216
		SP:Iteration 19Q (83208.820000 sec): 3 clusters
  Score: Raw -2913966.300130 + Penalty 3283.060127 = -2910683.240002
  nChanged 164
		SP:Iteration 20F (83209.030000 sec): 3 clusters
  Score: Raw -2914022.792793 + Penalty 3283.060127 = -2910739.732665
  nChanged 127
		SP:Iteration 21Q (83209.330000 sec): 3 clusters
  Score: Raw -2914060.013504 + Penalty 3283.060127 = -2910776.953377
  nChanged 109
		SP:Iteration 22Q (83209.620000 sec): 3 clusters
  Score: Raw -2914089.814896 + Penalty 3283.060127 = -2910806.754769
  nChanged 88
		SP:Iteration 23Q (83209.860000 sec): 3 clusters
  Score: Raw -2914110.763853 + Penalty 3283.060127 = -2910827.703726
  nChanged 61
		SP:Iteration 24Q (83210.160000 sec): 3 clusters
  Score: Raw -2914125.883579 + Penalty 3283.060127 = -2910842.823452
  nChanged 46
		SP:Iteration 25Q (83210.420000 sec): 3 clusters
  Score: Raw -2914136.391567 + Penalty 3283.060127 = -2910853.331440
  nChanged 38
		SP:Iteration 26Q (83210.710000 sec): 3 clusters
  Score: Raw -2914144.203282 + Penalty 3283.060127 = -2910861.143155
  nChanged 26
		SP:Iteration 27Q (83210.960000 sec): 3 clusters
  Score: Raw -2914151.174922 + Penalty 3283.060127 = -2910868.114795
  nChanged 26
		SP:Iteration 28Q (83211.250000 sec): 3 clusters
  Score: Raw -2914157.281068 + Penalty 3283.060127 = -2910874.220941
  nChanged 22
		SP:Iteration 29Q (83211.510000 sec): 3 clusters
  Score: Raw -2914161.340544 + Penalty 3283.060127 = -2910878.280416
  nChanged 18
		SP:Iteration 30Q (83211.740000 sec): 3 clusters
  Score: Raw -2914164.929307 + Penalty 3283.060127 = -2910881.869180
  nChanged 17
		SP:Iteration 31Q (83211.990000 sec): 3 clusters
  Score: Raw -2914168.276102 + Penalty 3283.060127 = -2910885.215975
  nChanged 17
		SP:Iteration 32Q (83212.270000 sec): 3 clusters
  Score: Raw -2914171.512300 + Penalty 3283.060127 = -2910888.452173
  nChanged 10
		SP:Iteration 33Q (83212.560000 sec): 3 clusters
  Score: Raw -2914173.335562 + Penalty 3283.060127 = -2910890.275435
  nChanged 11
		SP:Iteration 34Q (83212.820000 sec): 3 clusters
  Score: Raw -2914175.229405 + Penalty 3283.060127 = -2910892.169278
  nChanged 10
		SP:Iteration 35Q (83213.120000 sec): 3 clusters
  Score: Raw -2914177.336358 + Penalty 3283.060127 = -2910894.276231
  nChanged 12
		SP:Iteration 36Q (83213.420000 sec): 3 clusters
  Score: Raw -2914179.153139 + Penalty 3283.060127 = -2910896.093012
  nChanged 11
		SP:Iteration 37Q (83213.680000 sec): 3 clusters
  Score: Raw -2914181.387407 + Penalty 3283.060127 = -2910898.327280
  nChanged 6
		SP:Iteration 38Q (83213.960000 sec): 3 clusters
  Score: Raw -2914182.366958 + Penalty 3283.060127 = -2910899.306831
  nChanged 7
		SP:Iteration 39Q (83214.210000 sec): 3 clusters
  Score: Raw -2914183.215058 + Penalty 3283.060127 = -2910900.154931
  nChanged 6
		SP:Iteration 40F (83214.490000 sec): 3 clusters
  Score: Raw -2914183.842369 + Penalty 3283.060127 = -2910900.782242
  nChanged 2
		SP:Iteration 41Q (83214.790000 sec): 3 clusters
  Score: Raw -2914184.213592 + Penalty 3283.060127 = -2910901.153465
  nChanged 2
		SP:Iteration 42Q (83215.070000 sec): 3 clusters
  Score: Raw -2914184.573689 + Penalty 3283.060127 = -2910901.513562
  nChanged 2
		SP:Iteration 43Q (83215.360000 sec): 3 clusters
  Score: Raw -2914184.986211 + Penalty 3283.060127 = -2910901.926083
  nChanged 4
		SP:Iteration 44Q (83215.620000 sec): 3 clusters
  Score: Raw -2914185.895126 + Penalty 3283.060127 = -2910902.834999
  nChanged 1
		SP:Iteration 45Q (83215.880000 sec): 3 clusters
  Score: Raw -2914186.075108 + Penalty 3283.060127 = -2910903.014981
  nChanged 2
		SP:Iteration 46Q (83216.150000 sec): 3 clusters
  Score: Raw -2914186.395609 + Penalty 3283.060127 = -2910903.335482
  nChanged 1
		SP:Iteration 47Q (83216.370000 sec): 3 clusters
  Score: Raw -2914186.480558 + Penalty 3283.060127 = -2910903.420430
  nChanged 2
		SP:Iteration 48Q (83216.630000 sec): 3 clusters
  Score: Raw -2914186.899378 + Penalty 3283.060127 = -2910903.839251
  nChanged 2
		SP:Iteration 49Q (83216.910000 sec): 3 clusters
  Score: Raw -2914187.299619 + Penalty 3283.060127 = -2910904.239492
  nChanged 2
		SP:Iteration 50Q (83217.150000 sec): 3 clusters
  Score: Raw -2914187.628204 + Penalty 3283.060127 = -2910904.568077
  nChanged 2
		SP:Iteration 51Q (83217.430000 sec): 3 clusters
  Score: Raw -2914187.964250 + Penalty 3283.060127 = -2910904.904122
  nChanged 4
		SP:Iteration 52Q (83217.750000 sec): 3 clusters
  Score: Raw -2914188.642711 + Penalty 3283.060127 = -2910905.582584
  nChanged 2
		SP:Iteration 53Q (83218.040000 sec): 3 clusters
  Score: Raw -2914188.953766 + Penalty 3283.060127 = -2910905.893639
  nChanged 0
		SP:Iteration 54F (83218.380000 sec): 3 clusters
  Score: Raw -2914188.953766 + Penalty 3283.060127 = -2910905.893639
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (6124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83218.480000 sec): 2 clusters
  Score: Raw -764263.183695 + Penalty 1416.995248 = -762846.188447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83218.680000 sec): 3 clusters
  Score: Raw -760952.943456 + Penalty 2833.990496 = -758118.952960
  nChanged 2537
		SP:Iteration 1F (83218.890000 sec): 3 clusters
  Score: Raw -762264.319096 + Penalty 2833.990496 = -759430.328600
  nChanged 363
		SP:Iteration 2F (83219.080000 sec): 3 clusters
  Score: Raw -762424.124766 + Penalty 2833.990496 = -759590.134270
  nChanged 301
		SP:Iteration 3Q (83219.290000 sec): 3 clusters
  Score: Raw -762547.536415 + Penalty 2833.990496 = -759713.545919
  nChanged 252
		SP:Iteration 4Q (83219.510000 sec): 3 clusters
  Score: Raw -762663.582864 + Penalty 2833.990496 = -759829.592368
  nChanged 238
		SP:Iteration 5Q (83219.720000 sec): 3 clusters
  Score: Raw -762773.412452 + Penalty 2833.990496 = -759939.421956
  nChanged 248
		SP:Iteration 6Q (83219.910000 sec): 3 clusters
  Score: Raw -762896.848539 + Penalty 2833.990496 = -760062.858043
  nChanged 252
		SP:Iteration 7Q (83220.100000 sec): 3 clusters
  Score: Raw -763042.564325 + Penalty 2833.990496 = -760208.573829
  nChanged 294
		SP:Iteration 8Q (83220.260000 sec): 3 clusters
  Score: Raw -763233.094096 + Penalty 2833.990496 = -760399.103600
  nChanged 324
		SP:Iteration 9F (83220.480000 sec): 3 clusters
  Score: Raw -763466.037993 + Penalty 2833.990496 = -760632.047497
  nChanged 305
		SP:Iteration 10Q (83220.700000 sec): 3 clusters
  Score: Raw -763704.796474 + Penalty 2833.990496 = -760870.805978
  nChanged 273
		SP:Iteration 11Q (83220.870000 sec): 3 clusters
  Score: Raw -763918.799261 + Penalty 2833.990496 = -761084.808765
  nChanged 215
		SP:Iteration 12Q (83221.100000 sec): 3 clusters
  Score: Raw -764085.467798 + Penalty 2833.990496 = -761251.477302
  nChanged 152
		SP:Iteration 13Q (83221.300000 sec): 3 clusters
  Score: Raw -764192.454217 + Penalty 2833.990496 = -761358.463721
  nChanged 114
		SP:Iteration 14Q (83221.480000 sec): 3 clusters
  Score: Raw -764277.040985 + Penalty 2833.990496 = -761443.050489
  nChanged 94
		SP:Iteration 15Q (83221.680000 sec): 3 clusters
  Score: Raw -764342.872717 + Penalty 2833.990496 = -761508.882221
  nChanged 69
		SP:Iteration 16Q (83221.870000 sec): 3 clusters
  Score: Raw -764385.660319 + Penalty 2833.990496 = -761551.669823
  nChanged 46
		SP:Iteration 17Q (83222.090000 sec): 3 clusters
  Score: Raw -764408.279386 + Penalty 2833.990496 = -761574.288890
  nChanged 27
		SP:Iteration 18Q (83222.300000 sec): 3 clusters
  Score: Raw -764422.150642 + Penalty 2833.990496 = -761588.160146
  nChanged 22
		SP:Iteration 19Q (83222.470000 sec): 3 clusters
  Score: Raw -764433.918665 + Penalty 2833.990496 = -761599.928169
  nChanged 17
		SP:Iteration 20F (83222.700000 sec): 3 clusters
  Score: Raw -764441.308492 + Penalty 2833.990496 = -761607.317996
  nChanged 15
		SP:Iteration 21Q (83222.860000 sec): 3 clusters
  Score: Raw -764448.911664 + Penalty 2833.990496 = -761614.921168
  nChanged 16
		SP:Iteration 22Q (83223.040000 sec): 3 clusters
  Score: Raw -764456.096888 + Penalty 2833.990496 = -761622.106392
  nChanged 8
		SP:Iteration 23Q (83223.240000 sec): 3 clusters
  Score: Raw -764459.296388 + Penalty 2833.990496 = -761625.305892
  nChanged 4
		SP:Iteration 24Q (83223.400000 sec): 3 clusters
  Score: Raw -764460.457461 + Penalty 2833.990496 = -761626.466965
  nChanged 3
		SP:Iteration 25Q (83223.600000 sec): 3 clusters
  Score: Raw -764461.862464 + Penalty 2833.990496 = -761627.871968
  nChanged 1
		SP:Iteration 26Q (83223.790000 sec): 3 clusters
  Score: Raw -764462.310701 + Penalty 2833.990496 = -761628.320205
  nChanged 1
		SP:Iteration 27Q (83223.960000 sec): 3 clusters
  Score: Raw -764462.603672 + Penalty 2833.990496 = -761628.613176
  nChanged 2
		SP:Iteration 28Q (83224.180000 sec): 3 clusters
  Score: Raw -764463.135123 + Penalty 2833.990496 = -761629.144627
  nChanged 3
		SP:Iteration 29Q (83224.420000 sec): 3 clusters
  Score: Raw -764464.133637 + Penalty 2833.990496 = -761630.143141
  nChanged 1
		SP:Iteration 30Q (83224.620000 sec): 3 clusters
  Score: Raw -764464.556464 + Penalty 2833.990496 = -761630.565968
  nChanged 0
		SP:Iteration 31F (83224.830000 sec): 3 clusters
  Score: Raw -764464.556464 + Penalty 2833.990496 = -761630.565968
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (3158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83224.940000 sec): 2 clusters
  Score: Raw -359955.101235 + Penalty 1309.375307 = -358645.725928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83225.140000 sec): 3 clusters
  Score: Raw -358425.734573 + Penalty 2618.750613 = -355806.983960
  nChanged 1201
		SP:Iteration 1F (83225.280000 sec): 3 clusters
  Score: Raw -359153.175777 + Penalty 2618.750613 = -356534.425163
  nChanged 281
		SP:Iteration 2F (83225.460000 sec): 3 clusters
  Score: Raw -359345.491898 + Penalty 2618.750613 = -356726.741284
  nChanged 201
		SP:Iteration 3F (83225.690000 sec): 3 clusters
  Score: Raw -359508.972335 + Penalty 2618.750613 = -356890.221722
  nChanged 185
		SP:Iteration 4F (83225.890000 sec): 3 clusters
  Score: Raw -359652.851027 + Penalty 2618.750613 = -357034.100414
  nChanged 165
		SP:Iteration 5F (83226.050000 sec): 3 clusters
  Score: Raw -359792.630954 + Penalty 2618.750613 = -357173.880341
  nChanged 156
		SP:Iteration 6Q (83226.190000 sec): 3 clusters
  Score: Raw -359917.787687 + Penalty 2618.750613 = -357299.037074
  nChanged 129
		SP:Iteration 7Q (83226.330000 sec): 3 clusters
  Score: Raw -360025.459141 + Penalty 2618.750613 = -357406.708528
  nChanged 116
		SP:Iteration 8Q (83226.490000 sec): 3 clusters
  Score: Raw -360123.957801 + Penalty 2618.750613 = -357505.207188
  nChanged 82
		SP:Iteration 9Q (83226.660000 sec): 3 clusters
  Score: Raw -360193.128766 + Penalty 2618.750613 = -357574.378153
  nChanged 76
		SP:Iteration 10Q (83226.830000 sec): 3 clusters
  Score: Raw -360245.611029 + Penalty 2618.750613 = -357626.860416
  nChanged 60
		SP:Iteration 11Q (83226.980000 sec): 3 clusters
  Score: Raw -360290.373030 + Penalty 2618.750613 = -357671.622417
  nChanged 43
		SP:Iteration 12Q (83227.130000 sec): 3 clusters
  Score: Raw -360321.282073 + Penalty 2618.750613 = -357702.531460
  nChanged 40
		SP:Iteration 13Q (83227.320000 sec): 3 clusters
  Score: Raw -360346.277320 + Penalty 2618.750613 = -357727.526707
  nChanged 40
		SP:Iteration 14Q (83227.510000 sec): 3 clusters
  Score: Raw -360369.420848 + Penalty 2618.750613 = -357750.670235
  nChanged 22
		SP:Iteration 15Q (83227.730000 sec): 3 clusters
  Score: Raw -360381.574400 + Penalty 2618.750613 = -357762.823786
  nChanged 20
		SP:Iteration 16Q (83227.880000 sec): 3 clusters
  Score: Raw -360390.581643 + Penalty 2618.750613 = -357771.831030
  nChanged 18
		SP:Iteration 17Q (83228.040000 sec): 3 clusters
  Score: Raw -360398.011735 + Penalty 2618.750613 = -357779.261121
  nChanged 9
		SP:Iteration 18Q (83228.250000 sec): 3 clusters
  Score: Raw -360402.809604 + Penalty 2618.750613 = -357784.058991
  nChanged 6
		SP:Iteration 19Q (83228.450000 sec): 3 clusters
  Score: Raw -360407.018097 + Penalty 2618.750613 = -357788.267484
  nChanged 11
		SP:Iteration 20F (83228.640000 sec): 3 clusters
  Score: Raw -360410.895833 + Penalty 2618.750613 = -357792.145219
  nChanged 7
		SP:Iteration 21Q (83228.840000 sec): 3 clusters
  Score: Raw -360413.434027 + Penalty 2618.750613 = -357794.683413
  nChanged 6
		SP:Iteration 22Q (83229.040000 sec): 3 clusters
  Score: Raw -360415.116572 + Penalty 2618.750613 = -357796.365958
  nChanged 2
		SP:Iteration 23Q (83229.220000 sec): 3 clusters
  Score: Raw -360416.083118 + Penalty 2618.750613 = -357797.332505
  nChanged 3
		SP:Iteration 24Q (83229.420000 sec): 3 clusters
  Score: Raw -360417.179066 + Penalty 2618.750613 = -357798.428453
  nChanged 1
		SP:Iteration 25Q (83229.600000 sec): 3 clusters
  Score: Raw -360417.466315 + Penalty 2618.750613 = -357798.715702
  nChanged 0
		SP:Iteration 26F (83229.780000 sec): 3 clusters
  Score: Raw -360417.466315 + Penalty 2618.750613 = -357798.715702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 14 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83229.880000 sec): 2 clusters
  Score: Raw -162500.031902 + Penalty 1173.548322 = -161326.483581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83230.090000 sec): 3 clusters
  Score: Raw -161977.747420 + Penalty 2347.096643 = -159630.650777
  nChanged 476
		SP:Iteration 1F (83230.230000 sec): 3 clusters
  Score: Raw -162321.690170 + Penalty 2347.096643 = -159974.593526
  nChanged 97
		SP:Iteration 2F (83230.440000 sec): 3 clusters
  Score: Raw -162387.037803 + Penalty 2347.096643 = -160039.941160
  nChanged 57
		SP:Iteration 3Q (83230.610000 sec): 3 clusters
  Score: Raw -162438.830680 + Penalty 2347.096643 = -160091.734037
  nChanged 44
		SP:Iteration 4Q (83230.790000 sec): 3 clusters
  Score: Raw -162478.453344 + Penalty 2347.096643 = -160131.356701
  nChanged 34
		SP:Iteration 5Q (83230.960000 sec): 3 clusters
  Score: Raw -162506.435218 + Penalty 2347.096643 = -160159.338575
  nChanged 23
		SP:Iteration 6Q (83231.150000 sec): 3 clusters
  Score: Raw -162523.240607 + Penalty 2347.096643 = -160176.143964
  nChanged 21
		SP:Iteration 7Q (83231.320000 sec): 3 clusters
  Score: Raw -162538.124463 + Penalty 2347.096643 = -160191.027820
  nChanged 18
		SP:Iteration 8Q (83231.490000 sec): 3 clusters
  Score: Raw -162549.107361 + Penalty 2347.096643 = -160202.010717
  nChanged 18
		SP:Iteration 9Q (83231.700000 sec): 3 clusters
  Score: Raw -162558.861970 + Penalty 2347.096643 = -160211.765327
  nChanged 7
		SP:Iteration 10Q (83231.850000 sec): 3 clusters
  Score: Raw -162565.531944 + Penalty 2347.096643 = -160218.435301
  nChanged 10
		SP:Iteration 11Q (83232.030000 sec): 3 clusters
  Score: Raw -162572.925807 + Penalty 2347.096643 = -160225.829164
  nChanged 8
		SP:Iteration 12Q (83232.230000 sec): 3 clusters
  Score: Raw -162580.888195 + Penalty 2347.096643 = -160233.791552
  nChanged 13
		SP:Iteration 13Q (83232.410000 sec): 3 clusters
  Score: Raw -162590.821491 + Penalty 2347.096643 = -160243.724848
  nChanged 7
		SP:Iteration 14Q (83232.590000 sec): 3 clusters
  Score: Raw -162594.649048 + Penalty 2347.096643 = -160247.552405
  nChanged 5
		SP:Iteration 15Q (83232.800000 sec): 3 clusters
  Score: Raw -162597.567494 + Penalty 2347.096643 = -160250.470850
  nChanged 4
		SP:Iteration 16Q (83232.950000 sec): 3 clusters
  Score: Raw -162599.127885 + Penalty 2347.096643 = -160252.031242
  nChanged 4
		SP:Iteration 17Q (83233.130000 sec): 3 clusters
  Score: Raw -162603.280041 + Penalty 2347.096643 = -160256.183398
  nChanged 10
		SP:Iteration 18Q (83233.340000 sec): 3 clusters
  Score: Raw -162607.035977 + Penalty 2347.096643 = -160259.939333
  nChanged 6
		SP:Iteration 19Q (83233.480000 sec): 3 clusters
  Score: Raw -162610.927114 + Penalty 2347.096643 = -160263.830471
  nChanged 7
		SP:Iteration 20F (83233.690000 sec): 3 clusters
  Score: Raw -162615.519509 + Penalty 2347.096643 = -160268.422866
  nChanged 9
		SP:Iteration 21Q (83233.850000 sec): 3 clusters
  Score: Raw -162621.544047 + Penalty 2347.096643 = -160274.447404
  nChanged 4
		SP:Iteration 22Q (83234.010000 sec): 3 clusters
  Score: Raw -162625.724040 + Penalty 2347.096643 = -160278.627397
  nChanged 3
		SP:Iteration 23Q (83234.170000 sec): 3 clusters
  Score: Raw -162628.454541 + Penalty 2347.096643 = -160281.357898
  nChanged 4
		SP:Iteration 24Q (83234.330000 sec): 3 clusters
  Score: Raw -162631.177096 + Penalty 2347.096643 = -160284.080452
  nChanged 8
		SP:Iteration 25Q (83234.460000 sec): 3 clusters
  Score: Raw -162635.438516 + Penalty 2347.096643 = -160288.341873
  nChanged 4
		SP:Iteration 26Q (83234.650000 sec): 3 clusters
  Score: Raw -162636.857400 + Penalty 2347.096643 = -160289.760757
  nChanged 0
		SP:Iteration 27F (83234.810000 sec): 3 clusters
  Score: Raw -162636.857400 + Penalty 2347.096643 = -160289.760757
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (4933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83234.950000 sec): 2 clusters
  Score: Raw -582143.695134 + Penalty 1381.851673 = -580761.843461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83235.120000 sec): 3 clusters
  Score: Raw -579673.928655 + Penalty 2763.703345 = -576910.225309
  nChanged 1920
		SP:Iteration 1F (83235.320000 sec): 3 clusters
  Score: Raw -580765.839295 + Penalty 2763.703345 = -578002.135949
  nChanged 428
		SP:Iteration 2F (83235.550000 sec): 3 clusters
  Score: Raw -581048.178885 + Penalty 2763.703345 = -578284.475539
  nChanged 344
		SP:Iteration 3F (83235.740000 sec): 3 clusters
  Score: Raw -581281.939147 + Penalty 2763.703345 = -578518.235802
  nChanged 302
		SP:Iteration 4F (83235.930000 sec): 3 clusters
  Score: Raw -581508.142267 + Penalty 2763.703345 = -578744.438922
  nChanged 280
		SP:Iteration 5F (83236.120000 sec): 3 clusters
  Score: Raw -581738.129278 + Penalty 2763.703345 = -578974.425933
  nChanged 225
		SP:Iteration 6Q (83236.310000 sec): 3 clusters
  Score: Raw -581951.185704 + Penalty 2763.703345 = -579187.482359
  nChanged 230
		SP:Iteration 7Q (83236.470000 sec): 3 clusters
  Score: Raw -582212.664623 + Penalty 2763.703345 = -579448.961278
  nChanged 240
		SP:Iteration 8Q (83236.700000 sec): 3 clusters
  Score: Raw -582516.966791 + Penalty 2763.703345 = -579753.263445
  nChanged 225
		SP:Iteration 9Q (83236.860000 sec): 3 clusters
  Score: Raw -582743.348845 + Penalty 2763.703345 = -579979.645500
  nChanged 162
		SP:Iteration 10Q (83237.010000 sec): 3 clusters
  Score: Raw -582850.328168 + Penalty 2763.703345 = -580086.624823
  nChanged 118
		SP:Iteration 11Q (83237.210000 sec): 3 clusters
  Score: Raw -582922.023013 + Penalty 2763.703345 = -580158.319668
  nChanged 80
		SP:Iteration 12Q (83237.410000 sec): 3 clusters
  Score: Raw -582964.677019 + Penalty 2763.703345 = -580200.973674
  nChanged 79
		SP:Iteration 13Q (83237.590000 sec): 3 clusters
  Score: Raw -583005.541168 + Penalty 2763.703345 = -580241.837823
  nChanged 63
		SP:Iteration 14Q (83237.790000 sec): 3 clusters
  Score: Raw -583040.390825 + Penalty 2763.703345 = -580276.687480
  nChanged 56
		SP:Iteration 15Q (83237.990000 sec): 3 clusters
  Score: Raw -583065.628280 + Penalty 2763.703345 = -580301.924934
  nChanged 44
		SP:Iteration 16Q (83238.190000 sec): 3 clusters
  Score: Raw -583086.834399 + Penalty 2763.703345 = -580323.131054
  nChanged 48
		SP:Iteration 17Q (83238.360000 sec): 3 clusters
  Score: Raw -583105.964668 + Penalty 2763.703345 = -580342.261323
  nChanged 34
		SP:Iteration 18Q (83238.580000 sec): 3 clusters
  Score: Raw -583117.715652 + Penalty 2763.703345 = -580354.012307
  nChanged 34
		SP:Iteration 19Q (83238.740000 sec): 3 clusters
  Score: Raw -583132.716804 + Penalty 2763.703345 = -580369.013459
  nChanged 33
		SP:Iteration 20F (83238.950000 sec): 3 clusters
  Score: Raw -583150.599808 + Penalty 2763.703345 = -580386.896463
  nChanged 35
		SP:Iteration 21Q (83239.130000 sec): 3 clusters
  Score: Raw -583169.598281 + Penalty 2763.703345 = -580405.894936
  nChanged 40
		SP:Iteration 22Q (83239.330000 sec): 3 clusters
  Score: Raw -583196.490653 + Penalty 2763.703345 = -580432.787308
  nChanged 57
		SP:Iteration 23Q (83239.530000 sec): 3 clusters
  Score: Raw -583237.442716 + Penalty 2763.703345 = -580473.739371
  nChanged 66
		SP:Iteration 24Q (83239.680000 sec): 3 clusters
  Score: Raw -583294.513126 + Penalty 2763.703345 = -580530.809780
  nChanged 68
		SP:Iteration 25Q (83239.890000 sec): 3 clusters
  Score: Raw -583349.085300 + Penalty 2763.703345 = -580585.381954
  nChanged 70
		SP:Iteration 26Q (83240.050000 sec): 3 clusters
  Score: Raw -583432.953013 + Penalty 2763.703345 = -580669.249668
  nChanged 79
		SP:Iteration 27Q (83240.250000 sec): 3 clusters
  Score: Raw -583533.285183 + Penalty 2763.703345 = -580769.581838
  nChanged 66
		SP:Iteration 28Q (83240.420000 sec): 3 clusters
  Score: Raw -583594.181174 + Penalty 2763.703345 = -580830.477829
  nChanged 55
		SP:Iteration 29Q (83240.650000 sec): 3 clusters
  Score: Raw -583638.402729 + Penalty 2763.703345 = -580874.699383
  nChanged 54
		SP:Iteration 30Q (83240.820000 sec): 3 clusters
  Score: Raw -583681.293285 + Penalty 2763.703345 = -580917.589939
  nChanged 46
		SP:Iteration 31Q (83241.010000 sec): 3 clusters
  Score: Raw -583715.525722 + Penalty 2763.703345 = -580951.822376
  nChanged 43
		SP:Iteration 32Q (83241.180000 sec): 3 clusters
  Score: Raw -583740.102710 + Penalty 2763.703345 = -580976.399364
  nChanged 37
		SP:Iteration 33Q (83241.390000 sec): 3 clusters
  Score: Raw -583760.883501 + Penalty 2763.703345 = -580997.180156
  nChanged 26
		SP:Iteration 34Q (83241.570000 sec): 3 clusters
  Score: Raw -583771.126634 + Penalty 2763.703345 = -581007.423288
  nChanged 13
		SP:Iteration 35Q (83241.750000 sec): 3 clusters
  Score: Raw -583778.387842 + Penalty 2763.703345 = -581014.684496
  nChanged 14
		SP:Iteration 36Q (83241.970000 sec): 3 clusters
  Score: Raw -583786.940668 + Penalty 2763.703345 = -581023.237323
  nChanged 14
		SP:Iteration 37Q (83242.150000 sec): 3 clusters
  Score: Raw -583796.543639 + Penalty 2763.703345 = -581032.840293
  nChanged 13
		SP:Iteration 38Q (83242.380000 sec): 3 clusters
  Score: Raw -583806.594872 + Penalty 2763.703345 = -581042.891526
  nChanged 15
		SP:Iteration 39Q (83242.570000 sec): 3 clusters
  Score: Raw -583818.579007 + Penalty 2763.703345 = -581054.875662
  nChanged 21
		SP:Iteration 40F (83242.780000 sec): 3 clusters
  Score: Raw -583829.752304 + Penalty 2763.703345 = -581066.048958
  nChanged 19
		SP:Iteration 41Q (83242.960000 sec): 3 clusters
  Score: Raw -583838.402874 + Penalty 2763.703345 = -581074.699529
  nChanged 20
		SP:Iteration 42Q (83243.150000 sec): 3 clusters
  Score: Raw -583848.957411 + Penalty 2763.703345 = -581085.254066
  nChanged 20
		SP:Iteration 43Q (83243.370000 sec): 3 clusters
  Score: Raw -583859.453527 + Penalty 2763.703345 = -581095.750181
  nChanged 21
		SP:Iteration 44Q (83243.540000 sec): 3 clusters
  Score: Raw -583872.018760 + Penalty 2763.703345 = -581108.315415
  nChanged 23
		SP:Iteration 45Q (83243.790000 sec): 3 clusters
  Score: Raw -583883.773602 + Penalty 2763.703345 = -581120.070257
  nChanged 22
		SP:Iteration 46Q (83243.990000 sec): 3 clusters
  Score: Raw -583897.339611 + Penalty 2763.703345 = -581133.636266
  nChanged 21
		SP:Iteration 47Q (83244.180000 sec): 3 clusters
  Score: Raw -583911.492107 + Penalty 2763.703345 = -581147.788761
  nChanged 29
		SP:Iteration 48Q (83244.380000 sec): 3 clusters
  Score: Raw -583940.391121 + Penalty 2763.703345 = -581176.687776
  nChanged 31
		SP:Iteration 49Q (83244.570000 sec): 3 clusters
  Score: Raw -583965.991191 + Penalty 2763.703345 = -581202.287846
  nChanged 27
		SP:Iteration 50Q (83244.730000 sec): 3 clusters
  Score: Raw -583984.669862 + Penalty 2763.703345 = -581220.966516
  nChanged 22
		SP:Iteration 51Q (83244.920000 sec): 3 clusters
  Score: Raw -584004.301050 + Penalty 2763.703345 = -581240.597704
  nChanged 25
		SP:Iteration 52Q (83245.120000 sec): 3 clusters
  Score: Raw -584020.783602 + Penalty 2763.703345 = -581257.080257
  nChanged 19
		SP:Iteration 53Q (83245.340000 sec): 3 clusters
  Score: Raw -584027.627765 + Penalty 2763.703345 = -581263.924420
  nChanged 9
		SP:Iteration 54Q (83245.530000 sec): 3 clusters
  Score: Raw -584031.250829 + Penalty 2763.703345 = -581267.547484
  nChanged 6
		SP:Iteration 55Q (83245.750000 sec): 3 clusters
  Score: Raw -584033.493566 + Penalty 2763.703345 = -581269.790221
  nChanged 5
		SP:Iteration 56Q (83245.940000 sec): 3 clusters
  Score: Raw -584035.804108 + Penalty 2763.703345 = -581272.100762
  nChanged 6
		SP:Iteration 57Q (83246.120000 sec): 3 clusters
  Score: Raw -584038.895456 + Penalty 2763.703345 = -581275.192111
  nChanged 6
		SP:Iteration 58Q (83246.320000 sec): 3 clusters
  Score: Raw -584041.677422 + Penalty 2763.703345 = -581277.974077
  nChanged 7
		SP:Iteration 59Q (83246.510000 sec): 3 clusters
  Score: Raw -584046.142885 + Penalty 2763.703345 = -581282.439540
  nChanged 12
		SP:Iteration 60F (83246.680000 sec): 3 clusters
  Score: Raw -584054.398771 + Penalty 2763.703345 = -581290.695425
  nChanged 10
		SP:Iteration 61Q (83246.900000 sec): 3 clusters
  Score: Raw -584060.598368 + Penalty 2763.703345 = -581296.895023
  nChanged 15
		SP:Iteration 62Q (83247.090000 sec): 3 clusters
  Score: Raw -584075.332140 + Penalty 2763.703345 = -581311.628795
  nChanged 17
		SP:Iteration 63Q (83247.270000 sec): 3 clusters
  Score: Raw -584091.519004 + Penalty 2763.703345 = -581327.815659
  nChanged 26
		SP:Iteration 64Q (83247.470000 sec): 3 clusters
  Score: Raw -584115.967084 + Penalty 2763.703345 = -581352.263738
  nChanged 20
		SP:Iteration 65Q (83247.640000 sec): 3 clusters
  Score: Raw -584134.515901 + Penalty 2763.703345 = -581370.812556
  nChanged 22
		SP:Iteration 66Q (83247.860000 sec): 3 clusters
  Score: Raw -584152.021730 + Penalty 2763.703345 = -581388.318385
  nChanged 20
		SP:Iteration 67Q (83248.050000 sec): 3 clusters
  Score: Raw -584162.811093 + Penalty 2763.703345 = -581399.107747
  nChanged 8
		SP:Iteration 68Q (83248.240000 sec): 3 clusters
  Score: Raw -584166.206706 + Penalty 2763.703345 = -581402.503361
  nChanged 4
		SP:Iteration 69Q (83248.430000 sec): 3 clusters
  Score: Raw -584167.409114 + Penalty 2763.703345 = -581403.705769
  nChanged 1
		SP:Iteration 70Q (83248.670000 sec): 3 clusters
  Score: Raw -584167.602544 + Penalty 2763.703345 = -581403.899199
  nChanged 0
		SP:Iteration 71F (83248.850000 sec): 3 clusters
  Score: Raw -584167.602544 + Penalty 2763.703345 = -581403.899199
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83248.910000 sec): 2 clusters
  Score: Raw -22619.713173 + Penalty 872.728680 = -21746.984494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83249.110000 sec): 3 clusters
  Score: Raw -22770.924810 + Penalty 1745.457359 = -21025.467451
  nChanged 35
		SP:Iteration 1F (83249.290000 sec): 3 clusters
  Score: Raw -22869.239010 + Penalty 1745.457359 = -21123.781651
  nChanged 11
		SP:Iteration 2F (83249.450000 sec): 3 clusters
  Score: Raw -22911.155076 + Penalty 1745.457359 = -21165.697717
  nChanged 5
		SP:Iteration 3Q (83249.650000 sec): 3 clusters
  Score: Raw -22928.775495 + Penalty 1745.457359 = -21183.318136
  nChanged 2
		SP:Iteration 4Q (83249.770000 sec): 3 clusters
  Score: Raw -22938.239205 + Penalty 1745.457359 = -21192.781845
  nChanged 2
		SP:Iteration 5Q (83249.920000 sec): 3 clusters
  Score: Raw -22951.748138 + Penalty 1745.457359 = -21206.290779
  nChanged 1
		SP:Iteration 6Q (83250.060000 sec): 3 clusters
  Score: Raw -22955.290857 + Penalty 1745.457359 = -21209.833498
  nChanged 2
		SP:Iteration 7Q (83250.250000 sec): 3 clusters
  Score: Raw -22970.318466 + Penalty 1745.457359 = -21224.861107
  nChanged 2
		SP:Iteration 8Q (83250.420000 sec): 3 clusters
  Score: Raw -22977.767978 + Penalty 1745.457359 = -21232.310619
  nChanged 0
		SP:Iteration 9F (83250.630000 sec): 3 clusters
  Score: Raw -22977.767978 + Penalty 1745.457359 = -21232.310619
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83250.750000 sec): 2 clusters
  Score: Raw -103264.831343 + Penalty 1106.289428 = -102158.541914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83250.900000 sec): 3 clusters
  Score: Raw -103010.986655 + Penalty 2212.578857 = -100798.407799
  nChanged 264
		SP:Iteration 1F (83251.070000 sec): 3 clusters
  Score: Raw -103305.451033 + Penalty 2212.578857 = -101092.872177
  nChanged 83
		SP:Iteration 2F (83251.230000 sec): 3 clusters
  Score: Raw -103441.747902 + Penalty 2212.578857 = -101229.169045
  nChanged 54
		SP:Iteration 3F (83251.410000 sec): 3 clusters
  Score: Raw -103555.124804 + Penalty 2212.578857 = -101342.545948
  nChanged 47
		SP:Iteration 4F (83251.590000 sec): 3 clusters
  Score: Raw -103648.709264 + Penalty 2212.578857 = -101436.130408
  nChanged 28
		SP:Iteration 5Q (83251.770000 sec): 3 clusters
  Score: Raw -103688.977306 + Penalty 2212.578857 = -101476.398449
  nChanged 19
		SP:Iteration 6Q (83251.940000 sec): 3 clusters
  Score: Raw -103718.630312 + Penalty 2212.578857 = -101506.051456
  nChanged 19
		SP:Iteration 7Q (83252.100000 sec): 3 clusters
  Score: Raw -103746.164088 + Penalty 2212.578857 = -101533.585232
  nChanged 17
		SP:Iteration 8Q (83252.260000 sec): 3 clusters
  Score: Raw -103771.072852 + Penalty 2212.578857 = -101558.493996
  nChanged 10
		SP:Iteration 9Q (83252.460000 sec): 3 clusters
  Score: Raw -103784.898210 + Penalty 2212.578857 = -101572.319353
  nChanged 7
		SP:Iteration 10Q (83252.640000 sec): 3 clusters
  Score: Raw -103794.567286 + Penalty 2212.578857 = -101581.988429
  nChanged 4
		SP:Iteration 11Q (83252.820000 sec): 3 clusters
  Score: Raw -103799.471899 + Penalty 2212.578857 = -101586.893042
  nChanged 3
		SP:Iteration 12Q (83253.000000 sec): 3 clusters
  Score: Raw -103803.098137 + Penalty 2212.578857 = -101590.519280
  nChanged 4
		SP:Iteration 13Q (83253.190000 sec): 3 clusters
  Score: Raw -103807.244341 + Penalty 2212.578857 = -101594.665484
  nChanged 4
		SP:Iteration 14Q (83253.340000 sec): 3 clusters
  Score: Raw -103812.750101 + Penalty 2212.578857 = -101600.171244
  nChanged 3
		SP:Iteration 15Q (83253.550000 sec): 3 clusters
  Score: Raw -103816.848420 + Penalty 2212.578857 = -101604.269563
  nChanged 5
		SP:Iteration 16Q (83253.730000 sec): 3 clusters
  Score: Raw -103823.186305 + Penalty 2212.578857 = -101610.607449
  nChanged 6
		SP:Iteration 17Q (83253.890000 sec): 3 clusters
  Score: Raw -103831.143565 + Penalty 2212.578857 = -101618.564709
  nChanged 4
		SP:Iteration 18Q (83254.050000 sec): 3 clusters
  Score: Raw -103834.526703 + Penalty 2212.578857 = -101621.947846
  nChanged 1
		SP:Iteration 19Q (83254.270000 sec): 3 clusters
  Score: Raw -103834.885065 + Penalty 2212.578857 = -101622.306208
  nChanged 0
		SP:Iteration 20F (83254.460000 sec): 3 clusters
  Score: Raw -103834.885065 + Penalty 2212.578857 = -101622.306208
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 18 (5646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83254.540000 sec): 2 clusters
  Score: Raw -670519.115861 + Penalty 1403.789174 = -669115.326687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83254.750000 sec): 3 clusters
  Score: Raw -667572.437690 + Penalty 2807.578348 = -664764.859343
  nChanged 2302
		SP:Iteration 1F (83254.930000 sec): 3 clusters
  Score: Raw -668823.855582 + Penalty 2807.578348 = -666016.277234
  nChanged 388
		SP:Iteration 2F (83255.160000 sec): 3 clusters
  Score: Raw -669031.153734 + Penalty 2807.578348 = -666223.575386
  nChanged 319
		SP:Iteration 3F (83255.350000 sec): 3 clusters
  Score: Raw -669202.352396 + Penalty 2807.578348 = -666394.774048
  nChanged 258
		SP:Iteration 4Q (83255.540000 sec): 3 clusters
  Score: Raw -669357.073045 + Penalty 2807.578348 = -666549.494697
  nChanged 254
		SP:Iteration 5Q (83255.720000 sec): 3 clusters
  Score: Raw -669515.134882 + Penalty 2807.578348 = -666707.556534
  nChanged 252
		SP:Iteration 6Q (83255.950000 sec): 3 clusters
  Score: Raw -669682.049045 + Penalty 2807.578348 = -666874.470697
  nChanged 245
		SP:Iteration 7Q (83256.140000 sec): 3 clusters
  Score: Raw -669850.995373 + Penalty 2807.578348 = -667043.417026
  nChanged 232
		SP:Iteration 8Q (83256.300000 sec): 3 clusters
  Score: Raw -670024.704174 + Penalty 2807.578348 = -667217.125826
  nChanged 219
		SP:Iteration 9Q (83256.500000 sec): 3 clusters
  Score: Raw -670193.523458 + Penalty 2807.578348 = -667385.945110
  nChanged 175
		SP:Iteration 10Q (83256.700000 sec): 3 clusters
  Score: Raw -670328.521573 + Penalty 2807.578348 = -667520.943225
  nChanged 126
		SP:Iteration 11Q (83256.920000 sec): 3 clusters
  Score: Raw -670424.229470 + Penalty 2807.578348 = -667616.651122
  nChanged 87
		SP:Iteration 12Q (83257.120000 sec): 3 clusters
  Score: Raw -670494.555982 + Penalty 2807.578348 = -667686.977634
  nChanged 59
		SP:Iteration 13Q (83257.330000 sec): 3 clusters
  Score: Raw -670540.433477 + Penalty 2807.578348 = -667732.855129
  nChanged 56
		SP:Iteration 14Q (83257.550000 sec): 3 clusters
  Score: Raw -670590.243625 + Penalty 2807.578348 = -667782.665277
  nChanged 50
		SP:Iteration 15Q (83257.740000 sec): 3 clusters
  Score: Raw -670624.172196 + Penalty 2807.578348 = -667816.593848
  nChanged 28
		SP:Iteration 16Q (83257.960000 sec): 3 clusters
  Score: Raw -670644.977861 + Penalty 2807.578348 = -667837.399514
  nChanged 21
		SP:Iteration 17Q (83258.160000 sec): 3 clusters
  Score: Raw -670659.494360 + Penalty 2807.578348 = -667851.916012
  nChanged 19
		SP:Iteration 18Q (83258.340000 sec): 3 clusters
  Score: Raw -670671.533055 + Penalty 2807.578348 = -667863.954707
  nChanged 17
		SP:Iteration 19Q (83258.540000 sec): 3 clusters
  Score: Raw -670682.764654 + Penalty 2807.578348 = -667875.186306
  nChanged 13
		SP:Iteration 20F (83258.710000 sec): 3 clusters
  Score: Raw -670691.018447 + Penalty 2807.578348 = -667883.440099
  nChanged 10
		SP:Iteration 21Q (83258.920000 sec): 3 clusters
  Score: Raw -670698.136305 + Penalty 2807.578348 = -667890.557957
  nChanged 7
		SP:Iteration 22Q (83259.100000 sec): 3 clusters
  Score: Raw -670702.679857 + Penalty 2807.578348 = -667895.101510
  nChanged 6
		SP:Iteration 23Q (83259.320000 sec): 3 clusters
  Score: Raw -670706.976425 + Penalty 2807.578348 = -667899.398077
  nChanged 5
		SP:Iteration 24Q (83259.490000 sec): 3 clusters
  Score: Raw -670710.275895 + Penalty 2807.578348 = -667902.697547
  nChanged 2
		SP:Iteration 25Q (83259.660000 sec): 3 clusters
  Score: Raw -670711.035806 + Penalty 2807.578348 = -667903.457458
  nChanged 1
		SP:Iteration 26Q (83259.870000 sec): 3 clusters
  Score: Raw -670711.531298 + Penalty 2807.578348 = -667903.952950
  nChanged 2
		SP:Iteration 27Q (83260.020000 sec): 3 clusters
  Score: Raw -670713.094143 + Penalty 2807.578348 = -667905.515795
  nChanged 1
		SP:Iteration 28Q (83260.220000 sec): 3 clusters
  Score: Raw -670713.459713 + Penalty 2807.578348 = -667905.881366
  nChanged 1
		SP:Iteration 29Q (83260.400000 sec): 3 clusters
  Score: Raw -670713.835860 + Penalty 2807.578348 = -667906.257512
  nChanged 0
		SP:Iteration 30F (83260.600000 sec): 3 clusters
  Score: Raw -670713.835860 + Penalty 2807.578348 = -667906.257512
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (5481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83260.710000 sec): 2 clusters
  Score: Raw -664123.440418 + Penalty 1398.969462 = -662724.470955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83260.960000 sec): 3 clusters
  Score: Raw -661222.571731 + Penalty 2797.938925 = -658424.632807
  nChanged 2294
		SP:Iteration 1F (83261.130000 sec): 3 clusters
  Score: Raw -662518.949549 + Penalty 2797.938925 = -659721.010624
  nChanged 369
		SP:Iteration 2F (83261.320000 sec): 3 clusters
  Score: Raw -662695.339380 + Penalty 2797.938925 = -659897.400455
  nChanged 272
		SP:Iteration 3Q (83261.520000 sec): 3 clusters
  Score: Raw -662818.046162 + Penalty 2797.938925 = -660020.107237
  nChanged 218
		SP:Iteration 4Q (83261.720000 sec): 3 clusters
  Score: Raw -662908.992629 + Penalty 2797.938925 = -660111.053705
  nChanged 184
		SP:Iteration 5Q (83261.910000 sec): 3 clusters
  Score: Raw -662985.149142 + Penalty 2797.938925 = -660187.210217
  nChanged 169
		SP:Iteration 6Q (83262.150000 sec): 3 clusters
  Score: Raw -663057.621669 + Penalty 2797.938925 = -660259.682744
  nChanged 171
		SP:Iteration 7Q (83262.330000 sec): 3 clusters
  Score: Raw -663130.659518 + Penalty 2797.938925 = -660332.720593
  nChanged 148
		SP:Iteration 8Q (83262.510000 sec): 3 clusters
  Score: Raw -663198.269863 + Penalty 2797.938925 = -660400.330938
  nChanged 141
		SP:Iteration 9Q (83262.690000 sec): 3 clusters
  Score: Raw -663255.795467 + Penalty 2797.938925 = -660457.856542
  nChanged 123
		SP:Iteration 10Q (83262.870000 sec): 3 clusters
  Score: Raw -663306.063551 + Penalty 2797.938925 = -660508.124626
  nChanged 109
		SP:Iteration 11Q (83263.050000 sec): 3 clusters
  Score: Raw -663357.219252 + Penalty 2797.938925 = -660559.280328
  nChanged 111
		SP:Iteration 12Q (83263.230000 sec): 3 clusters
  Score: Raw -663422.145093 + Penalty 2797.938925 = -660624.206168
  nChanged 131
		SP:Iteration 13Q (83263.390000 sec): 3 clusters
  Score: Raw -663496.355963 + Penalty 2797.938925 = -660698.417039
  nChanged 136
		SP:Iteration 14Q (83263.600000 sec): 3 clusters
  Score: Raw -663562.174154 + Penalty 2797.938925 = -660764.235229
  nChanged 124
		SP:Iteration 15Q (83263.770000 sec): 3 clusters
  Score: Raw -663634.006686 + Penalty 2797.938925 = -660836.067761
  nChanged 137
		SP:Iteration 16Q (83263.960000 sec): 3 clusters
  Score: Raw -663716.153363 + Penalty 2797.938925 = -660918.214439
  nChanged 153
		SP:Iteration 17Q (83264.180000 sec): 3 clusters
  Score: Raw -663808.212404 + Penalty 2797.938925 = -661010.273479
  nChanged 144
		SP:Iteration 18Q (83264.360000 sec): 3 clusters
  Score: Raw -663888.501980 + Penalty 2797.938925 = -661090.563055
  nChanged 119
		SP:Iteration 19Q (83264.540000 sec): 3 clusters
  Score: Raw -663958.494258 + Penalty 2797.938925 = -661160.555333
  nChanged 116
		SP:Iteration 20F (83264.750000 sec): 3 clusters
  Score: Raw -664023.785344 + Penalty 2797.938925 = -661225.846419
  nChanged 115
		SP:Iteration 21Q (83264.920000 sec): 3 clusters
  Score: Raw -664080.244192 + Penalty 2797.938925 = -661282.305267
  nChanged 88
		SP:Iteration 22Q (83265.090000 sec): 3 clusters
  Score: Raw -664119.952804 + Penalty 2797.938925 = -661322.013880
  nChanged 68
		SP:Iteration 23Q (83265.290000 sec): 3 clusters
  Score: Raw -664144.784809 + Penalty 2797.938925 = -661346.845885
  nChanged 53
		SP:Iteration 24Q (83265.510000 sec): 3 clusters
  Score: Raw -664168.593141 + Penalty 2797.938925 = -661370.654216
  nChanged 57
		SP:Iteration 25Q (83265.690000 sec): 3 clusters
  Score: Raw -664194.382762 + Penalty 2797.938925 = -661396.443837
  nChanged 47
		SP:Iteration 26Q (83265.920000 sec): 3 clusters
  Score: Raw -664211.643984 + Penalty 2797.938925 = -661413.705059
  nChanged 45
		SP:Iteration 27Q (83266.130000 sec): 3 clusters
  Score: Raw -664229.494643 + Penalty 2797.938925 = -661431.555718
  nChanged 42
		SP:Iteration 28Q (83266.330000 sec): 3 clusters
  Score: Raw -664248.917853 + Penalty 2797.938925 = -661450.978928
  nChanged 46
		SP:Iteration 29Q (83266.510000 sec): 3 clusters
  Score: Raw -664268.286310 + Penalty 2797.938925 = -661470.347385
  nChanged 38
		SP:Iteration 30Q (83266.710000 sec): 3 clusters
  Score: Raw -664280.798756 + Penalty 2797.938925 = -661482.859831
  nChanged 37
		SP:Iteration 31Q (83266.880000 sec): 3 clusters
  Score: Raw -664295.917721 + Penalty 2797.938925 = -661497.978796
  nChanged 43
		SP:Iteration 32Q (83267.090000 sec): 3 clusters
  Score: Raw -664311.609175 + Penalty 2797.938925 = -661513.670250
  nChanged 36
		SP:Iteration 33Q (83267.290000 sec): 3 clusters
  Score: Raw -664326.285954 + Penalty 2797.938925 = -661528.347029
  nChanged 41
		SP:Iteration 34Q (83267.490000 sec): 3 clusters
  Score: Raw -664345.926465 + Penalty 2797.938925 = -661547.987540
  nChanged 47
		SP:Iteration 35Q (83267.690000 sec): 3 clusters
  Score: Raw -664371.451067 + Penalty 2797.938925 = -661573.512142
  nChanged 45
		SP:Iteration 36Q (83267.890000 sec): 3 clusters
  Score: Raw -664396.425693 + Penalty 2797.938925 = -661598.486768
  nChanged 40
		SP:Iteration 37Q (83268.070000 sec): 3 clusters
  Score: Raw -664417.237790 + Penalty 2797.938925 = -661619.298865
  nChanged 41
		SP:Iteration 38Q (83268.290000 sec): 3 clusters
  Score: Raw -664437.370173 + Penalty 2797.938925 = -661639.431248
  nChanged 38
		SP:Iteration 39Q (83268.480000 sec): 3 clusters
  Score: Raw -664458.838409 + Penalty 2797.938925 = -661660.899484
  nChanged 35
		SP:Iteration 40F (83268.660000 sec): 3 clusters
  Score: Raw -664474.517465 + Penalty 2797.938925 = -661676.578541
  nChanged 33
		SP:Iteration 41Q (83268.860000 sec): 3 clusters
  Score: Raw -664497.019522 + Penalty 2797.938925 = -661699.080598
  nChanged 30
		SP:Iteration 42Q (83269.070000 sec): 3 clusters
  Score: Raw -664529.564288 + Penalty 2797.938925 = -661731.625363
  nChanged 41
		SP:Iteration 43Q (83269.240000 sec): 3 clusters
  Score: Raw -664599.325226 + Penalty 2797.938925 = -661801.386302
  nChanged 54
		SP:Iteration 44Q (83269.430000 sec): 3 clusters
  Score: Raw -664676.351322 + Penalty 2797.938925 = -661878.412398
  nChanged 60
		SP:Iteration 45Q (83269.610000 sec): 3 clusters
  Score: Raw -664717.043646 + Penalty 2797.938925 = -661919.104722
  nChanged 48
		SP:Iteration 46Q (83269.810000 sec): 3 clusters
  Score: Raw -664734.711271 + Penalty 2797.938925 = -661936.772346
  nChanged 32
		SP:Iteration 47Q (83269.960000 sec): 3 clusters
  Score: Raw -664745.343604 + Penalty 2797.938925 = -661947.404680
  nChanged 24
		SP:Iteration 48Q (83270.170000 sec): 3 clusters
  Score: Raw -664752.188397 + Penalty 2797.938925 = -661954.249472
  nChanged 13
		SP:Iteration 49Q (83270.330000 sec): 3 clusters
  Score: Raw -664755.936640 + Penalty 2797.938925 = -661957.997715
  nChanged 7
		SP:Iteration 50Q (83270.530000 sec): 3 clusters
  Score: Raw -664757.471202 + Penalty 2797.938925 = -661959.532278
  nChanged 7
		SP:Iteration 51Q (83270.730000 sec): 3 clusters
  Score: Raw -664758.869154 + Penalty 2797.938925 = -661960.930230
  nChanged 3
		SP:Iteration 52Q (83270.900000 sec): 3 clusters
  Score: Raw -664759.824398 + Penalty 2797.938925 = -661961.885473
  nChanged 5
		SP:Iteration 53Q (83271.110000 sec): 3 clusters
  Score: Raw -664760.814432 + Penalty 2797.938925 = -661962.875508
  nChanged 6
		SP:Iteration 54Q (83271.280000 sec): 3 clusters
  Score: Raw -664762.077473 + Penalty 2797.938925 = -661964.138548
  nChanged 3
		SP:Iteration 55Q (83271.440000 sec): 3 clusters
  Score: Raw -664762.570649 + Penalty 2797.938925 = -661964.631724
  nChanged 2
		SP:Iteration 56Q (83271.590000 sec): 3 clusters
  Score: Raw -664763.139532 + Penalty 2797.938925 = -661965.200608
  nChanged 2
		SP:Iteration 57Q (83271.770000 sec): 3 clusters
  Score: Raw -664763.795980 + Penalty 2797.938925 = -661965.857055
  nChanged 3
		SP:Iteration 58Q (83271.970000 sec): 3 clusters
  Score: Raw -664764.219259 + Penalty 2797.938925 = -661966.280335
  nChanged 2
		SP:Iteration 59Q (83272.150000 sec): 3 clusters
  Score: Raw -664764.700914 + Penalty 2797.938925 = -661966.761990
  nChanged 1
		SP:Iteration 60F (83272.320000 sec): 3 clusters
  Score: Raw -664764.782092 + Penalty 2797.938925 = -661966.843168
  nChanged 1
		SP:Iteration 61Q (83272.570000 sec): 3 clusters
  Score: Raw -664765.075062 + Penalty 2797.938925 = -661967.136137
  nChanged 0
		SP:Iteration 62F (83272.770000 sec): 3 clusters
  Score: Raw -664765.075062 + Penalty 2797.938925 = -661967.136137
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (3926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83272.900000 sec): 2 clusters
  Score: Raw -453617.951480 + Penalty 1344.748661 = -452273.202819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83273.090000 sec): 3 clusters
  Score: Raw -451703.388613 + Penalty 2689.497322 = -449013.891291
  nChanged 1540
		SP:Iteration 1F (83273.250000 sec): 3 clusters
  Score: Raw -452613.993658 + Penalty 2689.497322 = -449924.496337
  nChanged 341
		SP:Iteration 2F (83273.440000 sec): 3 clusters
  Score: Raw -452845.267437 + Penalty 2689.497322 = -450155.770115
  nChanged 243
		SP:Iteration 3F (83273.630000 sec): 3 clusters
  Score: Raw -453000.609560 + Penalty 2689.497322 = -450311.112238
  nChanged 180
		SP:Iteration 4Q (83273.840000 sec): 3 clusters
  Score: Raw -453113.598861 + Penalty 2689.497322 = -450424.101539
  nChanged 178
		SP:Iteration 5Q (83274.010000 sec): 3 clusters
  Score: Raw -453240.378229 + Penalty 2689.497322 = -450550.880907
  nChanged 164
		SP:Iteration 6Q (83274.190000 sec): 3 clusters
  Score: Raw -453368.300576 + Penalty 2689.497322 = -450678.803254
  nChanged 161
		SP:Iteration 7Q (83274.340000 sec): 3 clusters
  Score: Raw -453473.438166 + Penalty 2689.497322 = -450783.940844
  nChanged 153
		SP:Iteration 8Q (83274.510000 sec): 3 clusters
  Score: Raw -453581.410744 + Penalty 2689.497322 = -450891.913422
  nChanged 134
		SP:Iteration 9Q (83274.710000 sec): 3 clusters
  Score: Raw -453663.874398 + Penalty 2689.497322 = -450974.377076
  nChanged 97
		SP:Iteration 10Q (83274.930000 sec): 3 clusters
  Score: Raw -453716.500936 + Penalty 2689.497322 = -451027.003614
  nChanged 87
		SP:Iteration 11Q (83275.120000 sec): 3 clusters
  Score: Raw -453768.341852 + Penalty 2689.497322 = -451078.844530
  nChanged 79
		SP:Iteration 12Q (83275.260000 sec): 3 clusters
  Score: Raw -453813.297286 + Penalty 2689.497322 = -451123.799965
  nChanged 76
		SP:Iteration 13Q (83275.450000 sec): 3 clusters
  Score: Raw -453850.998428 + Penalty 2689.497322 = -451161.501107
  nChanged 58
		SP:Iteration 14Q (83275.630000 sec): 3 clusters
  Score: Raw -453881.675865 + Penalty 2689.497322 = -451192.178544
  nChanged 47
		SP:Iteration 15Q (83275.840000 sec): 3 clusters
  Score: Raw -453901.250484 + Penalty 2689.497322 = -451211.753162
  nChanged 38
		SP:Iteration 16Q (83276.050000 sec): 3 clusters
  Score: Raw -453915.416237 + Penalty 2689.497322 = -451225.918915
  nChanged 25
		SP:Iteration 17Q (83276.260000 sec): 3 clusters
  Score: Raw -453923.077081 + Penalty 2689.497322 = -451233.579760
  nChanged 20
		SP:Iteration 18Q (83276.420000 sec): 3 clusters
  Score: Raw -453929.956362 + Penalty 2689.497322 = -451240.459040
  nChanged 16
		SP:Iteration 19Q (83276.630000 sec): 3 clusters
  Score: Raw -453934.696806 + Penalty 2689.497322 = -451245.199484
  nChanged 18
		SP:Iteration 20F (83276.820000 sec): 3 clusters
  Score: Raw -453939.073927 + Penalty 2689.497322 = -451249.576605
  nChanged 10
		SP:Iteration 21Q (83277.030000 sec): 3 clusters
  Score: Raw -453941.116087 + Penalty 2689.497322 = -451251.618765
  nChanged 7
		SP:Iteration 22Q (83277.190000 sec): 3 clusters
  Score: Raw -453943.968305 + Penalty 2689.497322 = -451254.470983
  nChanged 12
		SP:Iteration 23Q (83277.350000 sec): 3 clusters
  Score: Raw -453948.044560 + Penalty 2689.497322 = -451258.547238
  nChanged 12
		SP:Iteration 24Q (83277.550000 sec): 3 clusters
  Score: Raw -453952.885565 + Penalty 2689.497322 = -451263.388243
  nChanged 11
		SP:Iteration 25Q (83277.750000 sec): 3 clusters
  Score: Raw -453956.599108 + Penalty 2689.497322 = -451267.101786
  nChanged 9
		SP:Iteration 26Q (83277.910000 sec): 3 clusters
  Score: Raw -453959.585677 + Penalty 2689.497322 = -451270.088356
  nChanged 8
		SP:Iteration 27Q (83278.090000 sec): 3 clusters
  Score: Raw -453962.087170 + Penalty 2689.497322 = -451272.589848
  nChanged 9
		SP:Iteration 28Q (83278.270000 sec): 3 clusters
  Score: Raw -453966.442172 + Penalty 2689.497322 = -451276.944850
  nChanged 14
		SP:Iteration 29Q (83278.450000 sec): 3 clusters
  Score: Raw -453972.657782 + Penalty 2689.497322 = -451283.160460
  nChanged 13
		SP:Iteration 30Q (83278.640000 sec): 3 clusters
  Score: Raw -453977.745235 + Penalty 2689.497322 = -451288.247913
  nChanged 9
		SP:Iteration 31Q (83278.870000 sec): 3 clusters
  Score: Raw -453979.991479 + Penalty 2689.497322 = -451290.494157
  nChanged 3
		SP:Iteration 32Q (83279.060000 sec): 3 clusters
  Score: Raw -453980.966449 + Penalty 2689.497322 = -451291.469127
  nChanged 4
		SP:Iteration 33Q (83279.260000 sec): 3 clusters
  Score: Raw -453981.652156 + Penalty 2689.497322 = -451292.154835
  nChanged 2
		SP:Iteration 34Q (83279.460000 sec): 3 clusters
  Score: Raw -453982.085128 + Penalty 2689.497322 = -451292.587806
  nChanged 0
		SP:Iteration 35F (83279.610000 sec): 3 clusters
  Score: Raw -453982.085128 + Penalty 2689.497322 = -451292.587806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 21 (988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83279.720000 sec): 2 clusters
  Score: Raw -116697.915083 + Penalty 1120.548438 = -115577.366644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83279.890000 sec): 3 clusters
  Score: Raw -116402.131669 + Penalty 2241.096877 = -114161.034792
  nChanged 305
		SP:Iteration 1F (83280.110000 sec): 3 clusters
  Score: Raw -116685.782647 + Penalty 2241.096877 = -114444.685771
  nChanged 71
		SP:Iteration 2F (83280.280000 sec): 3 clusters
  Score: Raw -116766.383175 + Penalty 2241.096877 = -114525.286298
  nChanged 33
		SP:Iteration 3Q (83280.430000 sec): 3 clusters
  Score: Raw -116814.180624 + Penalty 2241.096877 = -114573.083747
  nChanged 26
		SP:Iteration 4Q (83280.620000 sec): 3 clusters
  Score: Raw -116843.251723 + Penalty 2241.096877 = -114602.154846
  nChanged 25
		SP:Iteration 5Q (83280.770000 sec): 3 clusters
  Score: Raw -116863.205540 + Penalty 2241.096877 = -114622.108664
  nChanged 16
		SP:Iteration 6Q (83280.940000 sec): 3 clusters
  Score: Raw -116877.260916 + Penalty 2241.096877 = -114636.164039
  nChanged 13
		SP:Iteration 7Q (83281.110000 sec): 3 clusters
  Score: Raw -116897.809212 + Penalty 2241.096877 = -114656.712335
  nChanged 16
		SP:Iteration 8Q (83281.330000 sec): 3 clusters
  Score: Raw -116915.766201 + Penalty 2241.096877 = -114674.669324
  nChanged 16
		SP:Iteration 9Q (83281.500000 sec): 3 clusters
  Score: Raw -116936.252787 + Penalty 2241.096877 = -114695.155910
  nChanged 15
		SP:Iteration 10Q (83281.670000 sec): 3 clusters
  Score: Raw -116951.719273 + Penalty 2241.096877 = -114710.622396
  nChanged 17
		SP:Iteration 11Q (83281.850000 sec): 3 clusters
  Score: Raw -116972.790518 + Penalty 2241.096877 = -114731.693641
  nChanged 11
		SP:Iteration 12Q (83281.970000 sec): 3 clusters
  Score: Raw -116981.842384 + Penalty 2241.096877 = -114740.745508
  nChanged 7
		SP:Iteration 13Q (83282.110000 sec): 3 clusters
  Score: Raw -116989.937612 + Penalty 2241.096877 = -114748.840735
  nChanged 7
		SP:Iteration 14Q (83282.310000 sec): 3 clusters
  Score: Raw -116996.183206 + Penalty 2241.096877 = -114755.086329
  nChanged 7
		SP:Iteration 15Q (83282.480000 sec): 3 clusters
  Score: Raw -117001.066176 + Penalty 2241.096877 = -114759.969299
  nChanged 6
		SP:Iteration 16Q (83282.610000 sec): 3 clusters
  Score: Raw -117006.977999 + Penalty 2241.096877 = -114765.881122
  nChanged 7
		SP:Iteration 17Q (83282.780000 sec): 3 clusters
  Score: Raw -117012.704708 + Penalty 2241.096877 = -114771.607831
  nChanged 4
		SP:Iteration 18Q (83282.930000 sec): 3 clusters
  Score: Raw -117015.063264 + Penalty 2241.096877 = -114773.966387
  nChanged 2
		SP:Iteration 19Q (83283.110000 sec): 3 clusters
  Score: Raw -117021.342162 + Penalty 2241.096877 = -114780.245285
  nChanged 6
		SP:Iteration 20F (83283.290000 sec): 3 clusters
  Score: Raw -117031.028178 + Penalty 2241.096877 = -114789.931301
  nChanged 10
		SP:Iteration 21Q (83283.470000 sec): 3 clusters
  Score: Raw -117039.387439 + Penalty 2241.096877 = -114798.290563
  nChanged 8
		SP:Iteration 22Q (83283.650000 sec): 3 clusters
  Score: Raw -117044.092848 + Penalty 2241.096877 = -114802.995971
  nChanged 3
		SP:Iteration 23Q (83283.850000 sec): 3 clusters
  Score: Raw -117045.788619 + Penalty 2241.096877 = -114804.691742
  nChanged 4
		SP:Iteration 24Q (83284.020000 sec): 3 clusters
  Score: Raw -117047.462847 + Penalty 2241.096877 = -114806.365971
  nChanged 4
		SP:Iteration 25Q (83284.180000 sec): 3 clusters
  Score: Raw -117049.953283 + Penalty 2241.096877 = -114808.856406
  nChanged 3
		SP:Iteration 26Q (83284.410000 sec): 3 clusters
  Score: Raw -117053.224601 + Penalty 2241.096877 = -114812.127724
  nChanged 1
		SP:Iteration 27Q (83284.560000 sec): 3 clusters
  Score: Raw -117055.623922 + Penalty 2241.096877 = -114814.527046
  nChanged 0
		SP:Iteration 28F (83284.730000 sec): 3 clusters
  Score: Raw -117055.623922 + Penalty 2241.096877 = -114814.527046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (3685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83284.850000 sec): 2 clusters
  Score: Raw -435734.548545 + Penalty 1334.454193 = -434400.094351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83285.050000 sec): 3 clusters
  Score: Raw -433909.493941 + Penalty 2668.908387 = -431240.585554
  nChanged 1466
		SP:Iteration 1F (83285.220000 sec): 3 clusters
  Score: Raw -434852.325611 + Penalty 2668.908387 = -432183.417225
  nChanged 334
		SP:Iteration 2F (83285.380000 sec): 3 clusters
  Score: Raw -435197.777020 + Penalty 2668.908387 = -432528.868633
  nChanged 268
		SP:Iteration 3F (83285.580000 sec): 3 clusters
  Score: Raw -435547.030848 + Penalty 2668.908387 = -432878.122461
  nChanged 258
		SP:Iteration 4F (83285.740000 sec): 3 clusters
  Score: Raw -435873.064486 + Penalty 2668.908387 = -433204.156100
  nChanged 227
		SP:Iteration 5F (83285.920000 sec): 3 clusters
  Score: Raw -436101.972067 + Penalty 2668.908387 = -433433.063681
  nChanged 178
		SP:Iteration 6Q (83286.100000 sec): 3 clusters
  Score: Raw -436260.326727 + Penalty 2668.908387 = -433591.418340
  nChanged 157
		SP:Iteration 7Q (83286.320000 sec): 3 clusters
  Score: Raw -436393.876997 + Penalty 2668.908387 = -433724.968610
  nChanged 120
		SP:Iteration 8Q (83286.500000 sec): 3 clusters
  Score: Raw -436487.300091 + Penalty 2668.908387 = -433818.391705
  nChanged 111
		SP:Iteration 9Q (83286.700000 sec): 3 clusters
  Score: Raw -436555.248250 + Penalty 2668.908387 = -433886.339864
  nChanged 77
		SP:Iteration 10Q (83286.860000 sec): 3 clusters
  Score: Raw -436606.056926 + Penalty 2668.908387 = -433937.148539
  nChanged 57
		SP:Iteration 11Q (83287.070000 sec): 3 clusters
  Score: Raw -436636.736266 + Penalty 2668.908387 = -433967.827879
  nChanged 37
		SP:Iteration 12Q (83287.260000 sec): 3 clusters
  Score: Raw -436654.070786 + Penalty 2668.908387 = -433985.162400
  nChanged 35
		SP:Iteration 13Q (83287.460000 sec): 3 clusters
  Score: Raw -436669.936096 + Penalty 2668.908387 = -434001.027709
  nChanged 30
		SP:Iteration 14Q (83287.640000 sec): 3 clusters
  Score: Raw -436682.547851 + Penalty 2668.908387 = -434013.639464
  nChanged 27
		SP:Iteration 15Q (83287.880000 sec): 3 clusters
  Score: Raw -436696.167642 + Penalty 2668.908387 = -434027.259255
  nChanged 24
		SP:Iteration 16Q (83288.030000 sec): 3 clusters
  Score: Raw -436709.612138 + Penalty 2668.908387 = -434040.703752
  nChanged 22
		SP:Iteration 17Q (83288.230000 sec): 3 clusters
  Score: Raw -436721.038648 + Penalty 2668.908387 = -434052.130261
  nChanged 23
		SP:Iteration 18Q (83288.420000 sec): 3 clusters
  Score: Raw -436731.888159 + Penalty 2668.908387 = -434062.979772
  nChanged 38
		SP:Iteration 19Q (83288.590000 sec): 3 clusters
  Score: Raw -436755.007467 + Penalty 2668.908387 = -434086.099081
  nChanged 35
		SP:Iteration 20F (83288.790000 sec): 3 clusters
  Score: Raw -436775.535187 + Penalty 2668.908387 = -434106.626801
  nChanged 29
		SP:Iteration 21Q (83288.980000 sec): 3 clusters
  Score: Raw -436789.216467 + Penalty 2668.908387 = -434120.308080
  nChanged 29
		SP:Iteration 22Q (83289.170000 sec): 3 clusters
  Score: Raw -436801.301589 + Penalty 2668.908387 = -434132.393202
  nChanged 14
		SP:Iteration 23Q (83289.360000 sec): 3 clusters
  Score: Raw -436805.571246 + Penalty 2668.908387 = -434136.662859
  nChanged 18
		SP:Iteration 24Q (83289.570000 sec): 3 clusters
  Score: Raw -436811.207193 + Penalty 2668.908387 = -434142.298807
  nChanged 12
		SP:Iteration 25Q (83289.740000 sec): 3 clusters
  Score: Raw -436814.891242 + Penalty 2668.908387 = -434145.982855
  nChanged 12
		SP:Iteration 26Q (83289.960000 sec): 3 clusters
  Score: Raw -436818.952379 + Penalty 2668.908387 = -434150.043993
  nChanged 8
		SP:Iteration 27Q (83290.120000 sec): 3 clusters
  Score: Raw -436821.588755 + Penalty 2668.908387 = -434152.680369
  nChanged 12
		SP:Iteration 28Q (83290.340000 sec): 3 clusters
  Score: Raw -436825.397814 + Penalty 2668.908387 = -434156.489428
  nChanged 12
		SP:Iteration 29Q (83290.540000 sec): 3 clusters
  Score: Raw -436828.401777 + Penalty 2668.908387 = -434159.493390
  nChanged 4
		SP:Iteration 30Q (83290.720000 sec): 3 clusters
  Score: Raw -436829.263085 + Penalty 2668.908387 = -434160.354699
  nChanged 2
		SP:Iteration 31Q (83290.890000 sec): 3 clusters
  Score: Raw -436829.600801 + Penalty 2668.908387 = -434160.692415
  nChanged 1
		SP:Iteration 32Q (83291.100000 sec): 3 clusters
  Score: Raw -436829.728051 + Penalty 2668.908387 = -434160.819664
  nChanged 0
		SP:Iteration 33F (83291.260000 sec): 3 clusters
  Score: Raw -436829.728051 + Penalty 2668.908387 = -434160.819664
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 23 (153699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83292.230000 sec): 2 clusters
  Score: Raw -18965307.336076 + Penalty 1940.697106 = -18963366.638970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83293.090000 sec): 3 clusters
  Score: Raw -18863941.192253 + Penalty 3881.394213 = -18860059.798040
  nChanged 74351
		SP:Iteration 1F (83293.940000 sec): 3 clusters
  Score: Raw -18908262.761940 + Penalty 3881.394213 = -18904381.367728
  nChanged 5937
		SP:Iteration 2Q (83294.900000 sec): 3 clusters
  Score: Raw -18910437.081556 + Penalty 3881.394213 = -18906555.687343
  nChanged 8259
		SP:Iteration 3F (83295.820000 sec): 3 clusters
  Score: Raw -18914791.567634 + Penalty 3881.394213 = -18910910.173421
  nChanged 11851
		SP:Iteration 4F (83296.740000 sec): 3 clusters
  Score: Raw -18923408.851196 + Penalty 3881.394213 = -18919527.456983
  nChanged 14823
		SP:Iteration 5F (83297.700000 sec): 3 clusters
  Score: Raw -18936928.382387 + Penalty 3881.394213 = -18933046.988175
  nChanged 13972
		SP:Iteration 6F (83298.660000 sec): 3 clusters
  Score: Raw -18951065.975244 + Penalty 3881.394213 = -18947184.581032
  nChanged 8868
		SP:Iteration 7F (83299.610000 sec): 3 clusters
  Score: Raw -18959971.806518 + Penalty 3881.394213 = -18956090.412305
  nChanged 3817
		SP:Iteration 8Q (83300.510000 sec): 3 clusters
  Score: Raw -18963628.035510 + Penalty 3881.394213 = -18959746.641298
  nChanged 1321
		SP:Iteration 9Q (83301.330000 sec): 3 clusters
  Score: Raw -18964869.566787 + Penalty 3881.394213 = -18960988.172575
  nChanged 446
		SP:Iteration 10Q (83302.110000 sec): 3 clusters
  Score: Raw -18965310.582211 + Penalty 3881.394213 = -18961429.187998
  nChanged 244
		SP:Iteration 11Q (83302.910000 sec): 3 clusters
  Score: Raw -18965519.945722 + Penalty 3881.394213 = -18961638.551510
  nChanged 159
		SP:Iteration 12Q (83303.690000 sec): 3 clusters
  Score: Raw -18965630.981914 + Penalty 3881.394213 = -18961749.587701
  nChanged 110
		SP:Iteration 13Q (83304.450000 sec): 3 clusters
  Score: Raw -18965693.585988 + Penalty 3881.394213 = -18961812.191775
  nChanged 74
		SP:Iteration 14Q (83305.180000 sec): 3 clusters
  Score: Raw -18965737.159829 + Penalty 3881.394213 = -18961855.765616
  nChanged 63
		SP:Iteration 15Q (83306.040000 sec): 3 clusters
  Score: Raw -18965764.661221 + Penalty 3881.394213 = -18961883.267009
  nChanged 39
		SP:Iteration 16Q (83306.880000 sec): 3 clusters
  Score: Raw -18965781.560698 + Penalty 3881.394213 = -18961900.166485
  nChanged 26
		SP:Iteration 17Q (83307.790000 sec): 3 clusters
  Score: Raw -18965796.154310 + Penalty 3881.394213 = -18961914.760098
  nChanged 31
		SP:Iteration 18Q (83308.720000 sec): 3 clusters
  Score: Raw -18965808.753375 + Penalty 3881.394213 = -18961927.359163
  nChanged 22
		SP:Iteration 19Q (83309.670000 sec): 3 clusters
  Score: Raw -18965818.290470 + Penalty 3881.394213 = -18961936.896257
  nChanged 17
		SP:Iteration 20F (83310.620000 sec): 3 clusters
  Score: Raw -18965824.901762 + Penalty 3881.394213 = -18961943.507549
  nChanged 14
		SP:Iteration 21Q (83311.540000 sec): 3 clusters
  Score: Raw -18965829.813415 + Penalty 3881.394213 = -18961948.419203
  nChanged 13
		SP:Iteration 22Q (83312.430000 sec): 3 clusters
  Score: Raw -18965836.264300 + Penalty 3881.394213 = -18961954.870088
  nChanged 9
		SP:Iteration 23Q (83313.160000 sec): 3 clusters
  Score: Raw -18965839.535662 + Penalty 3881.394213 = -18961958.141449
  nChanged 5
		SP:Iteration 24Q (83313.880000 sec): 3 clusters
  Score: Raw -18965841.092938 + Penalty 3881.394213 = -18961959.698725
  nChanged 5
		SP:Iteration 25Q (83314.620000 sec): 3 clusters
  Score: Raw -18965842.833876 + Penalty 3881.394213 = -18961961.439663
  nChanged 4
		SP:Iteration 26Q (83315.360000 sec): 3 clusters
  Score: Raw -18965843.693315 + Penalty 3881.394213 = -18961962.299103
  nChanged 4
		SP:Iteration 27Q (83316.120000 sec): 3 clusters
  Score: Raw -18965844.862446 + Penalty 3881.394213 = -18961963.468233
  nChanged 8
		SP:Iteration 28Q (83316.900000 sec): 3 clusters
  Score: Raw -18965847.887401 + Penalty 3881.394213 = -18961966.493188
  nChanged 7
		SP:Iteration 29Q (83317.700000 sec): 3 clusters
  Score: Raw -18965851.026563 + Penalty 3881.394213 = -18961969.632350
  nChanged 7
		SP:Iteration 30Q (83318.500000 sec): 3 clusters
  Score: Raw -18965853.854410 + Penalty 3881.394213 = -18961972.460198
  nChanged 6
		SP:Iteration 31Q (83319.280000 sec): 3 clusters
  Score: Raw -18965856.181956 + Penalty 3881.394213 = -18961974.787743
  nChanged 1
		SP:Iteration 32Q (83320.070000 sec): 3 clusters
  Score: Raw -18965856.270892 + Penalty 3881.394213 = -18961974.876680
  nChanged 0
		SP:Iteration 33F (83320.920000 sec): 3 clusters
  Score: Raw -18965856.270892 + Penalty 3881.394213 = -18961974.876680
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83321.230000 sec): 2 clusters
  Score: Raw -272084.922549 + Penalty 1251.077132 = -270833.845416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83321.410000 sec): 3 clusters
  Score: Raw -271132.275266 + Penalty 2502.154265 = -268630.121001
  nChanged 780
		SP:Iteration 1F (83321.540000 sec): 3 clusters
  Score: Raw -271590.500072 + Penalty 2502.154265 = -269088.345807
  nChanged 141
		SP:Iteration 2F (83321.710000 sec): 3 clusters
  Score: Raw -271680.939293 + Penalty 2502.154265 = -269178.785028
  nChanged 92
		SP:Iteration 3Q (83321.940000 sec): 3 clusters
  Score: Raw -271741.469124 + Penalty 2502.154265 = -269239.314859
  nChanged 72
		SP:Iteration 4Q (83322.120000 sec): 3 clusters
  Score: Raw -271784.639525 + Penalty 2502.154265 = -269282.485260
  nChanged 55
		SP:Iteration 5Q (83322.310000 sec): 3 clusters
  Score: Raw -271811.084138 + Penalty 2502.154265 = -269308.929873
  nChanged 35
		SP:Iteration 6Q (83322.470000 sec): 3 clusters
  Score: Raw -271828.585994 + Penalty 2502.154265 = -269326.431729
  nChanged 30
		SP:Iteration 7Q (83322.670000 sec): 3 clusters
  Score: Raw -271840.196022 + Penalty 2502.154265 = -269338.041757
  nChanged 25
		SP:Iteration 8Q (83322.860000 sec): 3 clusters
  Score: Raw -271851.503183 + Penalty 2502.154265 = -269349.348918
  nChanged 29
		SP:Iteration 9Q (83323.020000 sec): 3 clusters
  Score: Raw -271865.213283 + Penalty 2502.154265 = -269363.059018
  nChanged 25
		SP:Iteration 10Q (83323.190000 sec): 3 clusters
  Score: Raw -271876.060181 + Penalty 2502.154265 = -269373.905916
  nChanged 23
		SP:Iteration 11Q (83323.370000 sec): 3 clusters
  Score: Raw -271885.834326 + Penalty 2502.154265 = -269383.680062
  nChanged 26
		SP:Iteration 12Q (83323.520000 sec): 3 clusters
  Score: Raw -271897.062910 + Penalty 2502.154265 = -269394.908645
  nChanged 21
		SP:Iteration 13Q (83323.740000 sec): 3 clusters
  Score: Raw -271907.015857 + Penalty 2502.154265 = -269404.861592
  nChanged 21
		SP:Iteration 14Q (83323.880000 sec): 3 clusters
  Score: Raw -271915.553406 + Penalty 2502.154265 = -269413.399141
  nChanged 16
		SP:Iteration 15Q (83324.070000 sec): 3 clusters
  Score: Raw -271923.992260 + Penalty 2502.154265 = -269421.837995
  nChanged 18
		SP:Iteration 16Q (83324.270000 sec): 3 clusters
  Score: Raw -271933.642522 + Penalty 2502.154265 = -269431.488257
  nChanged 16
		SP:Iteration 17Q (83324.410000 sec): 3 clusters
  Score: Raw -271939.877100 + Penalty 2502.154265 = -269437.722835
  nChanged 18
		SP:Iteration 18Q (83324.580000 sec): 3 clusters
  Score: Raw -271948.176786 + Penalty 2502.154265 = -269446.022521
  nChanged 16
		SP:Iteration 19Q (83324.740000 sec): 3 clusters
  Score: Raw -271955.678789 + Penalty 2502.154265 = -269453.524524
  nChanged 15
		SP:Iteration 20F (83324.960000 sec): 3 clusters
  Score: Raw -271961.717039 + Penalty 2502.154265 = -269459.562774
  nChanged 19
		SP:Iteration 21Q (83325.160000 sec): 3 clusters
  Score: Raw -271970.814976 + Penalty 2502.154265 = -269468.660711
  nChanged 18
		SP:Iteration 22Q (83325.350000 sec): 3 clusters
  Score: Raw -271979.827267 + Penalty 2502.154265 = -269477.673002
  nChanged 15
		SP:Iteration 23Q (83325.500000 sec): 3 clusters
  Score: Raw -271986.765021 + Penalty 2502.154265 = -269484.610756
  nChanged 19
		SP:Iteration 24Q (83325.670000 sec): 3 clusters
  Score: Raw -272000.224529 + Penalty 2502.154265 = -269498.070265
  nChanged 17
		SP:Iteration 25Q (83325.880000 sec): 3 clusters
  Score: Raw -272012.396925 + Penalty 2502.154265 = -269510.242661
  nChanged 23
		SP:Iteration 26Q (83326.060000 sec): 3 clusters
  Score: Raw -272027.207983 + Penalty 2502.154265 = -269525.053718
  nChanged 29
		SP:Iteration 27Q (83326.220000 sec): 3 clusters
  Score: Raw -272047.404292 + Penalty 2502.154265 = -269545.250027
  nChanged 31
		SP:Iteration 28Q (83326.420000 sec): 3 clusters
  Score: Raw -272066.915560 + Penalty 2502.154265 = -269564.761295
  nChanged 27
		SP:Iteration 29Q (83326.610000 sec): 3 clusters
  Score: Raw -272086.004200 + Penalty 2502.154265 = -269583.849935
  nChanged 27
		SP:Iteration 30Q (83326.750000 sec): 3 clusters
  Score: Raw -272104.844486 + Penalty 2502.154265 = -269602.690222
  nChanged 23
		SP:Iteration 31Q (83326.940000 sec): 3 clusters
  Score: Raw -272120.336721 + Penalty 2502.154265 = -269618.182456
  nChanged 18
		SP:Iteration 32Q (83327.090000 sec): 3 clusters
  Score: Raw -272131.978478 + Penalty 2502.154265 = -269629.824213
  nChanged 16
		SP:Iteration 33Q (83327.220000 sec): 3 clusters
  Score: Raw -272139.767621 + Penalty 2502.154265 = -269637.613356
  nChanged 9
		SP:Iteration 34Q (83327.390000 sec): 3 clusters
  Score: Raw -272145.839980 + Penalty 2502.154265 = -269643.685715
  nChanged 13
		SP:Iteration 35Q (83327.550000 sec): 3 clusters
  Score: Raw -272152.811123 + Penalty 2502.154265 = -269650.656859
  nChanged 10
		SP:Iteration 36Q (83327.730000 sec): 3 clusters
  Score: Raw -272158.456360 + Penalty 2502.154265 = -269656.302095
  nChanged 7
		SP:Iteration 37Q (83327.880000 sec): 3 clusters
  Score: Raw -272162.580809 + Penalty 2502.154265 = -269660.426544
  nChanged 11
		SP:Iteration 38Q (83328.020000 sec): 3 clusters
  Score: Raw -272170.694061 + Penalty 2502.154265 = -269668.539796
  nChanged 10
		SP:Iteration 39Q (83328.180000 sec): 3 clusters
  Score: Raw -272177.388364 + Penalty 2502.154265 = -269675.234099
  nChanged 12
		SP:Iteration 40F (83328.330000 sec): 3 clusters
  Score: Raw -272183.518445 + Penalty 2502.154265 = -269681.364180
  nChanged 10
		SP:Iteration 41Q (83328.520000 sec): 3 clusters
  Score: Raw -272190.740271 + Penalty 2502.154265 = -269688.586006
  nChanged 7
		SP:Iteration 42Q (83328.660000 sec): 3 clusters
  Score: Raw -272195.681006 + Penalty 2502.154265 = -269693.526741
  nChanged 8
		SP:Iteration 43Q (83328.780000 sec): 3 clusters
  Score: Raw -272199.778392 + Penalty 2502.154265 = -269697.624127
  nChanged 5
		SP:Iteration 44Q (83328.980000 sec): 3 clusters
  Score: Raw -272203.712709 + Penalty 2502.154265 = -269701.558444
  nChanged 3
		SP:Iteration 45Q (83329.140000 sec): 3 clusters
  Score: Raw -272204.880026 + Penalty 2502.154265 = -269702.725761
  nChanged 4
		SP:Iteration 46Q (83329.310000 sec): 3 clusters
  Score: Raw -272207.505070 + Penalty 2502.154265 = -269705.350806
  nChanged 5
		SP:Iteration 47Q (83329.460000 sec): 3 clusters
  Score: Raw -272211.542791 + Penalty 2502.154265 = -269709.388526
  nChanged 3
		SP:Iteration 48Q (83329.590000 sec): 3 clusters
  Score: Raw -272213.771622 + Penalty 2502.154265 = -269711.617357
  nChanged 6
		SP:Iteration 49Q (83329.750000 sec): 3 clusters
  Score: Raw -272218.131086 + Penalty 2502.154265 = -269715.976822
  nChanged 4
		SP:Iteration 50Q (83329.920000 sec): 3 clusters
  Score: Raw -272220.660189 + Penalty 2502.154265 = -269718.505924
  nChanged 5
		SP:Iteration 51Q (83330.110000 sec): 3 clusters
  Score: Raw -272223.363121 + Penalty 2502.154265 = -269721.208856
  nChanged 2
		SP:Iteration 52Q (83330.300000 sec): 3 clusters
  Score: Raw -272224.406782 + Penalty 2502.154265 = -269722.252517
  nChanged 1
		SP:Iteration 53Q (83330.420000 sec): 3 clusters
  Score: Raw -272224.663772 + Penalty 2502.154265 = -269722.509508
  nChanged 1
		SP:Iteration 54Q (83330.640000 sec): 3 clusters
  Score: Raw -272225.163799 + Penalty 2502.154265 = -269723.009534
  nChanged 2
		SP:Iteration 55Q (83330.800000 sec): 3 clusters
  Score: Raw -272226.152387 + Penalty 2502.154265 = -269723.998122
  nChanged 1
		SP:Iteration 56Q (83330.970000 sec): 3 clusters
  Score: Raw -272226.944435 + Penalty 2502.154265 = -269724.790170
  nChanged 4
		SP:Iteration 57Q (83331.160000 sec): 3 clusters
  Score: Raw -272228.439539 + Penalty 2502.154265 = -269726.285274
  nChanged 5
		SP:Iteration 58Q (83331.310000 sec): 3 clusters
  Score: Raw -272231.973523 + Penalty 2502.154265 = -269729.819259
  nChanged 7
		SP:Iteration 59Q (83331.510000 sec): 3 clusters
  Score: Raw -272235.698498 + Penalty 2502.154265 = -269733.544233
  nChanged 9
		SP:Iteration 60F (83331.680000 sec): 3 clusters
  Score: Raw -272239.387135 + Penalty 2502.154265 = -269737.232870
  nChanged 5
		SP:Iteration 61Q (83331.890000 sec): 3 clusters
  Score: Raw -272242.730078 + Penalty 2502.154265 = -269740.575813
  nChanged 6
		SP:Iteration 62Q (83332.090000 sec): 3 clusters
  Score: Raw -272248.322720 + Penalty 2502.154265 = -269746.168455
  nChanged 2
		SP:Iteration 63Q (83332.220000 sec): 3 clusters
  Score: Raw -272248.877051 + Penalty 2502.154265 = -269746.722786
  nChanged 0
		SP:Iteration 64F (83332.390000 sec): 3 clusters
  Score: Raw -272248.877051 + Penalty 2502.154265 = -269746.722786
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (1889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83332.500000 sec): 2 clusters
  Score: Raw -207810.779505 + Penalty 1225.867966 = -206584.911539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83332.700000 sec): 3 clusters
  Score: Raw -207032.460439 + Penalty 2451.735932 = -204580.724507
  nChanged 680
		SP:Iteration 1F (83332.860000 sec): 3 clusters
  Score: Raw -207562.418744 + Penalty 2451.735932 = -205110.682812
  nChanged 183
		SP:Iteration 2F (83333.050000 sec): 3 clusters
  Score: Raw -207719.412432 + Penalty 2451.735932 = -205267.676500
  nChanged 102
		SP:Iteration 3F (83333.230000 sec): 3 clusters
  Score: Raw -207819.024501 + Penalty 2451.735932 = -205367.288569
  nChanged 85
		SP:Iteration 4Q (83333.400000 sec): 3 clusters
  Score: Raw -207898.077875 + Penalty 2451.735932 = -205446.341943
  nChanged 70
		SP:Iteration 5Q (83333.550000 sec): 3 clusters
  Score: Raw -207977.810945 + Penalty 2451.735932 = -205526.075013
  nChanged 76
		SP:Iteration 6Q (83333.710000 sec): 3 clusters
  Score: Raw -208047.107185 + Penalty 2451.735932 = -205595.371253
  nChanged 62
		SP:Iteration 7Q (83333.890000 sec): 3 clusters
  Score: Raw -208105.500528 + Penalty 2451.735932 = -205653.764596
  nChanged 43
		SP:Iteration 8Q (83334.110000 sec): 3 clusters
  Score: Raw -208143.000034 + Penalty 2451.735932 = -205691.264102
  nChanged 40
		SP:Iteration 9Q (83334.280000 sec): 3 clusters
  Score: Raw -208179.265110 + Penalty 2451.735932 = -205727.529178
  nChanged 40
		SP:Iteration 10Q (83334.440000 sec): 3 clusters
  Score: Raw -208211.739916 + Penalty 2451.735932 = -205760.003984
  nChanged 33
		SP:Iteration 11Q (83334.630000 sec): 3 clusters
  Score: Raw -208246.491790 + Penalty 2451.735932 = -205794.755858
  nChanged 37
		SP:Iteration 12Q (83334.810000 sec): 3 clusters
  Score: Raw -208271.463575 + Penalty 2451.735932 = -205819.727643
  nChanged 30
		SP:Iteration 13Q (83335.000000 sec): 3 clusters
  Score: Raw -208289.327186 + Penalty 2451.735932 = -205837.591254
  nChanged 21
		SP:Iteration 14Q (83335.180000 sec): 3 clusters
  Score: Raw -208303.595534 + Penalty 2451.735932 = -205851.859602
  nChanged 22
		SP:Iteration 15Q (83335.350000 sec): 3 clusters
  Score: Raw -208317.759411 + Penalty 2451.735932 = -205866.023479
  nChanged 15
		SP:Iteration 16Q (83335.540000 sec): 3 clusters
  Score: Raw -208326.927657 + Penalty 2451.735932 = -205875.191725
  nChanged 9
		SP:Iteration 17Q (83335.700000 sec): 3 clusters
  Score: Raw -208333.980062 + Penalty 2451.735932 = -205882.244130
  nChanged 16
		SP:Iteration 18Q (83335.860000 sec): 3 clusters
  Score: Raw -208340.714570 + Penalty 2451.735932 = -205888.978638
  nChanged 7
		SP:Iteration 19Q (83336.010000 sec): 3 clusters
  Score: Raw -208343.648935 + Penalty 2451.735932 = -205891.913003
  nChanged 5
		SP:Iteration 20F (83336.210000 sec): 3 clusters
  Score: Raw -208345.575177 + Penalty 2451.735932 = -205893.839245
  nChanged 6
		SP:Iteration 21Q (83336.350000 sec): 3 clusters
  Score: Raw -208348.992492 + Penalty 2451.735932 = -205897.256560
  nChanged 5
		SP:Iteration 22Q (83336.530000 sec): 3 clusters
  Score: Raw -208353.247136 + Penalty 2451.735932 = -205901.511204
  nChanged 7
		SP:Iteration 23Q (83336.710000 sec): 3 clusters
  Score: Raw -208356.691515 + Penalty 2451.735932 = -205904.955583
  nChanged 4
		SP:Iteration 24Q (83336.890000 sec): 3 clusters
  Score: Raw -208358.422958 + Penalty 2451.735932 = -205906.687026
  nChanged 0
		SP:Iteration 25F (83337.090000 sec): 3 clusters
  Score: Raw -208358.422958 + Penalty 2451.735932 = -205906.687026
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 26 (13669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83337.250000 sec): 2 clusters
  Score: Raw -1656104.318624 + Penalty 1547.468938 = -1654556.849686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83337.460000 sec): 3 clusters
  Score: Raw -1648127.707250 + Penalty 3094.937877 = -1645032.769373
  nChanged 6080
		SP:Iteration 1F (83337.670000 sec): 3 clusters
  Score: Raw -1651598.286705 + Penalty 3094.937877 = -1648503.348828
  nChanged 922
		SP:Iteration 2F (83337.910000 sec): 3 clusters
  Score: Raw -1652209.569961 + Penalty 3094.937877 = -1649114.632085
  nChanged 978
		SP:Iteration 3F (83338.130000 sec): 3 clusters
  Score: Raw -1652990.915011 + Penalty 3094.937877 = -1649895.977134
  nChanged 1105
		SP:Iteration 4F (83338.360000 sec): 3 clusters
  Score: Raw -1653887.641338 + Penalty 3094.937877 = -1650792.703462
  nChanged 997
		SP:Iteration 5F (83338.600000 sec): 3 clusters
  Score: Raw -1654801.841587 + Penalty 3094.937877 = -1651706.903711
  nChanged 908
		SP:Iteration 6F (83338.850000 sec): 3 clusters
  Score: Raw -1655663.987369 + Penalty 3094.937877 = -1652569.049493
  nChanged 678
		SP:Iteration 7Q (83339.090000 sec): 3 clusters
  Score: Raw -1656326.094821 + Penalty 3094.937877 = -1653231.156945
  nChanged 459
		SP:Iteration 8Q (83339.360000 sec): 3 clusters
  Score: Raw -1656733.124195 + Penalty 3094.937877 = -1653638.186319
  nChanged 286
		SP:Iteration 9Q (83339.550000 sec): 3 clusters
  Score: Raw -1656928.056541 + Penalty 3094.937877 = -1653833.118665
  nChanged 174
		SP:Iteration 10Q (83339.800000 sec): 3 clusters
  Score: Raw -1657055.301316 + Penalty 3094.937877 = -1653960.363439
  nChanged 125
		SP:Iteration 11Q (83340.000000 sec): 3 clusters
  Score: Raw -1657152.129137 + Penalty 3094.937877 = -1654057.191261
  nChanged 95
		SP:Iteration 12Q (83340.240000 sec): 3 clusters
  Score: Raw -1657205.892897 + Penalty 3094.937877 = -1654110.955020
  nChanged 86
		SP:Iteration 13Q (83340.410000 sec): 3 clusters
  Score: Raw -1657239.302216 + Penalty 3094.937877 = -1654144.364340
  nChanged 58
		SP:Iteration 14Q (83340.640000 sec): 3 clusters
  Score: Raw -1657255.740523 + Penalty 3094.937877 = -1654160.802646
  nChanged 49
		SP:Iteration 15Q (83340.910000 sec): 3 clusters
  Score: Raw -1657271.027703 + Penalty 3094.937877 = -1654176.089826
  nChanged 47
		SP:Iteration 16Q (83341.150000 sec): 3 clusters
  Score: Raw -1657283.928722 + Penalty 3094.937877 = -1654188.990845
  nChanged 42
		SP:Iteration 17Q (83341.360000 sec): 3 clusters
  Score: Raw -1657296.679385 + Penalty 3094.937877 = -1654201.741508
  nChanged 41
		SP:Iteration 18Q (83341.570000 sec): 3 clusters
  Score: Raw -1657309.478743 + Penalty 3094.937877 = -1654214.540866
  nChanged 36
		SP:Iteration 19Q (83341.810000 sec): 3 clusters
  Score: Raw -1657321.621959 + Penalty 3094.937877 = -1654226.684082
  nChanged 42
		SP:Iteration 20F (83342.030000 sec): 3 clusters
  Score: Raw -1657334.129851 + Penalty 3094.937877 = -1654239.191975
  nChanged 41
		SP:Iteration 21Q (83342.240000 sec): 3 clusters
  Score: Raw -1657349.190264 + Penalty 3094.937877 = -1654254.252388
  nChanged 47
		SP:Iteration 22Q (83342.480000 sec): 3 clusters
  Score: Raw -1657363.815602 + Penalty 3094.937877 = -1654268.877726
  nChanged 36
		SP:Iteration 23Q (83342.690000 sec): 3 clusters
  Score: Raw -1657372.471288 + Penalty 3094.937877 = -1654277.533412
  nChanged 27
		SP:Iteration 24Q (83342.900000 sec): 3 clusters
  Score: Raw -1657377.920322 + Penalty 3094.937877 = -1654282.982445
  nChanged 16
		SP:Iteration 25Q (83343.120000 sec): 3 clusters
  Score: Raw -1657380.982170 + Penalty 3094.937877 = -1654286.044293
  nChanged 16
		SP:Iteration 26Q (83343.350000 sec): 3 clusters
  Score: Raw -1657383.632179 + Penalty 3094.937877 = -1654288.694302
  nChanged 15
		SP:Iteration 27Q (83343.560000 sec): 3 clusters
  Score: Raw -1657387.008695 + Penalty 3094.937877 = -1654292.070818
  nChanged 13
		SP:Iteration 28Q (83343.800000 sec): 3 clusters
  Score: Raw -1657389.191101 + Penalty 3094.937877 = -1654294.253225
  nChanged 10
		SP:Iteration 29Q (83344.040000 sec): 3 clusters
  Score: Raw -1657390.267420 + Penalty 3094.937877 = -1654295.329544
  nChanged 6
		SP:Iteration 30Q (83344.260000 sec): 3 clusters
  Score: Raw -1657390.782517 + Penalty 3094.937877 = -1654295.844640
  nChanged 3
		SP:Iteration 31Q (83344.490000 sec): 3 clusters
  Score: Raw -1657391.086933 + Penalty 3094.937877 = -1654296.149056
  nChanged 3
		SP:Iteration 32Q (83344.750000 sec): 3 clusters
  Score: Raw -1657391.302642 + Penalty 3094.937877 = -1654296.364765
  nChanged 2
		SP:Iteration 33Q (83344.960000 sec): 3 clusters
  Score: Raw -1657391.447185 + Penalty 3094.937877 = -1654296.509309
  nChanged 1
		SP:Iteration 34Q (83345.220000 sec): 3 clusters
  Score: Raw -1657391.509477 + Penalty 3094.937877 = -1654296.571601
  nChanged 2
		SP:Iteration 35Q (83345.440000 sec): 3 clusters
  Score: Raw -1657391.624683 + Penalty 3094.937877 = -1654296.686807
  nChanged 1
		SP:Iteration 36Q (83345.700000 sec): 3 clusters
  Score: Raw -1657391.847098 + Penalty 3094.937877 = -1654296.909222
  nChanged 1
		SP:Iteration 37Q (83345.960000 sec): 3 clusters
  Score: Raw -1657391.900929 + Penalty 3094.937877 = -1654296.963052
  nChanged 2
		SP:Iteration 38Q (83346.150000 sec): 3 clusters
  Score: Raw -1657392.058349 + Penalty 3094.937877 = -1654297.120473
  nChanged 0
		SP:Iteration 39F (83346.380000 sec): 3 clusters
  Score: Raw -1657392.058349 + Penalty 3094.937877 = -1654297.120473
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83346.510000 sec): 2 clusters
  Score: Raw -373960.376107 + Penalty 1311.978629 = -372648.397478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83346.680000 sec): 3 clusters
  Score: Raw -372440.782640 + Penalty 2623.957258 = -369816.825381
  nChanged 1251
		SP:Iteration 1F (83346.850000 sec): 3 clusters
  Score: Raw -373197.822237 + Penalty 2623.957258 = -370573.864979
  nChanged 279
		SP:Iteration 2F (83347.010000 sec): 3 clusters
  Score: Raw -373395.611972 + Penalty 2623.957258 = -370771.654713
  nChanged 209
		SP:Iteration 3F (83347.240000 sec): 3 clusters
  Score: Raw -373565.358726 + Penalty 2623.957258 = -370941.401468
  nChanged 183
		SP:Iteration 4F (83347.440000 sec): 3 clusters
  Score: Raw -373740.776835 + Penalty 2623.957258 = -371116.819577
  nChanged 169
		SP:Iteration 5F (83347.620000 sec): 3 clusters
  Score: Raw -373924.608517 + Penalty 2623.957258 = -371300.651259
  nChanged 174
		SP:Iteration 6F (83347.810000 sec): 3 clusters
  Score: Raw -374186.666689 + Penalty 2623.957258 = -371562.709431
  nChanged 189
		SP:Iteration 7F (83347.960000 sec): 3 clusters
  Score: Raw -374440.141824 + Penalty 2623.957258 = -371816.184566
  nChanged 156
		SP:Iteration 8Q (83348.150000 sec): 3 clusters
  Score: Raw -374603.768128 + Penalty 2623.957258 = -371979.810870
  nChanged 114
		SP:Iteration 9Q (83348.330000 sec): 3 clusters
  Score: Raw -374728.090159 + Penalty 2623.957258 = -372104.132901
  nChanged 103
		SP:Iteration 10Q (83348.500000 sec): 3 clusters
  Score: Raw -374847.849104 + Penalty 2623.957258 = -372223.891846
  nChanged 72
		SP:Iteration 11Q (83348.670000 sec): 3 clusters
  Score: Raw -374928.453595 + Penalty 2623.957258 = -372304.496337
  nChanged 52
		SP:Iteration 12Q (83348.840000 sec): 3 clusters
  Score: Raw -374960.759245 + Penalty 2623.957258 = -372336.801986
  nChanged 36
		SP:Iteration 13Q (83349.010000 sec): 3 clusters
  Score: Raw -374983.461926 + Penalty 2623.957258 = -372359.504667
  nChanged 31
		SP:Iteration 14Q (83349.180000 sec): 3 clusters
  Score: Raw -375000.583066 + Penalty 2623.957258 = -372376.625808
  nChanged 19
		SP:Iteration 15Q (83349.380000 sec): 3 clusters
  Score: Raw -375013.137637 + Penalty 2623.957258 = -372389.180379
  nChanged 20
		SP:Iteration 16Q (83349.540000 sec): 3 clusters
  Score: Raw -375023.736212 + Penalty 2623.957258 = -372399.778953
  nChanged 18
		SP:Iteration 17Q (83349.750000 sec): 3 clusters
  Score: Raw -375031.151587 + Penalty 2623.957258 = -372407.194328
  nChanged 12
		SP:Iteration 18Q (83349.890000 sec): 3 clusters
  Score: Raw -375034.489173 + Penalty 2623.957258 = -372410.531914
  nChanged 9
		SP:Iteration 19Q (83350.040000 sec): 3 clusters
  Score: Raw -375037.111437 + Penalty 2623.957258 = -372413.154179
  nChanged 5
		SP:Iteration 20F (83350.230000 sec): 3 clusters
  Score: Raw -375038.075351 + Penalty 2623.957258 = -372414.118093
  nChanged 1
		SP:Iteration 21Q (83350.400000 sec): 3 clusters
  Score: Raw -375038.229387 + Penalty 2623.957258 = -372414.272129
  nChanged 1
		SP:Iteration 22Q (83350.570000 sec): 3 clusters
  Score: Raw -375038.336499 + Penalty 2623.957258 = -372414.379241
  nChanged 0
		SP:Iteration 23F (83350.720000 sec): 3 clusters
  Score: Raw -375038.336499 + Penalty 2623.957258 = -372414.379241
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83350.800000 sec): 2 clusters
  Score: Raw -229961.559907 + Penalty 1235.146650 = -228726.413257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83351.020000 sec): 3 clusters
  Score: Raw -229118.910280 + Penalty 2470.293299 = -226648.616980
  nChanged 732
		SP:Iteration 1F (83351.150000 sec): 3 clusters
  Score: Raw -229841.668151 + Penalty 2470.293299 = -227371.374852
  nChanged 230
		SP:Iteration 2F (83351.340000 sec): 3 clusters
  Score: Raw -230279.829223 + Penalty 2470.293299 = -227809.535924
  nChanged 178
		SP:Iteration 3F (83351.510000 sec): 3 clusters
  Score: Raw -230528.491646 + Penalty 2470.293299 = -228058.198346
  nChanged 124
		SP:Iteration 4F (83351.690000 sec): 3 clusters
  Score: Raw -230668.352436 + Penalty 2470.293299 = -228198.059136
  nChanged 63
		SP:Iteration 5Q (83351.910000 sec): 3 clusters
  Score: Raw -230716.003820 + Penalty 2470.293299 = -228245.710521
  nChanged 40
		SP:Iteration 6Q (83352.090000 sec): 3 clusters
  Score: Raw -230749.383169 + Penalty 2470.293299 = -228279.089870
  nChanged 28
		SP:Iteration 7Q (83352.230000 sec): 3 clusters
  Score: Raw -230768.566284 + Penalty 2470.293299 = -228298.272985
  nChanged 10
		SP:Iteration 8Q (83352.400000 sec): 3 clusters
  Score: Raw -230773.168675 + Penalty 2470.293299 = -228302.875376
  nChanged 11
		SP:Iteration 9Q (83352.600000 sec): 3 clusters
  Score: Raw -230778.151615 + Penalty 2470.293299 = -228307.858315
  nChanged 12
		SP:Iteration 10Q (83352.740000 sec): 3 clusters
  Score: Raw -230786.011569 + Penalty 2470.293299 = -228315.718270
  nChanged 7
		SP:Iteration 11Q (83352.940000 sec): 3 clusters
  Score: Raw -230791.508951 + Penalty 2470.293299 = -228321.215652
  nChanged 14
		SP:Iteration 12Q (83353.120000 sec): 3 clusters
  Score: Raw -230800.513107 + Penalty 2470.293299 = -228330.219808
  nChanged 13
		SP:Iteration 13Q (83353.300000 sec): 3 clusters
  Score: Raw -230809.206626 + Penalty 2470.293299 = -228338.913327
  nChanged 8
		SP:Iteration 14Q (83353.500000 sec): 3 clusters
  Score: Raw -230812.908077 + Penalty 2470.293299 = -228342.614777
  nChanged 6
		SP:Iteration 15Q (83353.660000 sec): 3 clusters
  Score: Raw -230817.316822 + Penalty 2470.293299 = -228347.023522
  nChanged 4
		SP:Iteration 16Q (83353.840000 sec): 3 clusters
  Score: Raw -230819.027580 + Penalty 2470.293299 = -228348.734281
  nChanged 4
		SP:Iteration 17Q (83353.980000 sec): 3 clusters
  Score: Raw -230820.476119 + Penalty 2470.293299 = -228350.182820
  nChanged 1
		SP:Iteration 18Q (83354.150000 sec): 3 clusters
  Score: Raw -230820.818959 + Penalty 2470.293299 = -228350.525659
  nChanged 2
		SP:Iteration 19Q (83354.340000 sec): 3 clusters
  Score: Raw -230821.422742 + Penalty 2470.293299 = -228351.129443
  nChanged 2
		SP:Iteration 20F (83354.500000 sec): 3 clusters
  Score: Raw -230822.057847 + Penalty 2470.293299 = -228351.764548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (49826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83354.880000 sec): 2 clusters
  Score: Raw -5792101.942011 + Penalty 1757.647485 = -5790344.294526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83355.330000 sec): 3 clusters
  Score: Raw -5760479.526281 + Penalty 3515.294970 = -5756964.231311
  nChanged 23547
		SP:Iteration 1F (83355.740000 sec): 3 clusters
  Score: Raw -5774749.909418 + Penalty 3515.294970 = -5771234.614448
  nChanged 3058
		SP:Iteration 2F (83356.140000 sec): 3 clusters
  Score: Raw -5776547.779182 + Penalty 3515.294970 = -5773032.484212
  nChanged 3404
		SP:Iteration 3F (83356.570000 sec): 3 clusters
  Score: Raw -5778913.191190 + Penalty 3515.294970 = -5775397.896220
  nChanged 3614
		SP:Iteration 4F (83356.960000 sec): 3 clusters
  Score: Raw -5781612.154050 + Penalty 3515.294970 = -5778096.859080
  nChanged 3458
		SP:Iteration 5F (83357.390000 sec): 3 clusters
  Score: Raw -5784039.199936 + Penalty 3515.294970 = -5780523.904966
  nChanged 2826
		SP:Iteration 6F (83357.790000 sec): 3 clusters
  Score: Raw -5785678.017471 + Penalty 3515.294970 = -5782162.722501
  nChanged 2146
		SP:Iteration 7Q (83358.160000 sec): 3 clusters
  Score: Raw -5786728.451201 + Penalty 3515.294970 = -5783213.156231
  nChanged 1676
		SP:Iteration 8Q (83358.570000 sec): 3 clusters
  Score: Raw -5787546.543714 + Penalty 3515.294970 = -5784031.248744
  nChanged 1454
		SP:Iteration 9Q (83359.000000 sec): 3 clusters
  Score: Raw -5788227.278519 + Penalty 3515.294970 = -5784711.983549
  nChanged 1347
		SP:Iteration 10Q (83359.370000 sec): 3 clusters
  Score: Raw -5788882.772684 + Penalty 3515.294970 = -5785367.477714
  nChanged 1269
		SP:Iteration 11Q (83359.760000 sec): 3 clusters
  Score: Raw -5789490.186272 + Penalty 3515.294970 = -5785974.891302
  nChanged 1190
		SP:Iteration 12Q (83360.100000 sec): 3 clusters
  Score: Raw -5790047.700757 + Penalty 3515.294970 = -5786532.405787
  nChanged 1090
		SP:Iteration 13Q (83360.470000 sec): 3 clusters
  Score: Raw -5790566.042324 + Penalty 3515.294970 = -5787050.747354
  nChanged 956
		SP:Iteration 14Q (83360.860000 sec): 3 clusters
  Score: Raw -5791030.742247 + Penalty 3515.294970 = -5787515.447277
  nChanged 883
		SP:Iteration 15Q (83361.250000 sec): 3 clusters
  Score: Raw -5791452.778686 + Penalty 3515.294970 = -5787937.483717
  nChanged 763
		SP:Iteration 16Q (83361.640000 sec): 3 clusters
  Score: Raw -5791817.298773 + Penalty 3515.294970 = -5788302.003803
  nChanged 610
		SP:Iteration 17Q (83362.020000 sec): 3 clusters
  Score: Raw -5792097.330092 + Penalty 3515.294970 = -5788582.035122
  nChanged 522
		SP:Iteration 18Q (83362.410000 sec): 3 clusters
  Score: Raw -5792326.701864 + Penalty 3515.294970 = -5788811.406894
  nChanged 422
		SP:Iteration 19Q (83362.780000 sec): 3 clusters
  Score: Raw -5792507.751631 + Penalty 3515.294970 = -5788992.456661
  nChanged 339
		SP:Iteration 20F (83363.170000 sec): 3 clusters
  Score: Raw -5792647.885313 + Penalty 3515.294970 = -5789132.590343
  nChanged 248
		SP:Iteration 21Q (83363.530000 sec): 3 clusters
  Score: Raw -5792740.448248 + Penalty 3515.294970 = -5789225.153278
  nChanged 187
		SP:Iteration 22Q (83363.900000 sec): 3 clusters
  Score: Raw -5792806.505396 + Penalty 3515.294970 = -5789291.210426
  nChanged 143
		SP:Iteration 23Q (83364.300000 sec): 3 clusters
  Score: Raw -5792858.474398 + Penalty 3515.294970 = -5789343.179428
  nChanged 123
		SP:Iteration 24Q (83364.690000 sec): 3 clusters
  Score: Raw -5792898.188516 + Penalty 3515.294970 = -5789382.893547
  nChanged 105
		SP:Iteration 25Q (83365.070000 sec): 3 clusters
  Score: Raw -5792935.286964 + Penalty 3515.294970 = -5789419.991994
  nChanged 109
		SP:Iteration 26Q (83365.450000 sec): 3 clusters
  Score: Raw -5792977.035611 + Penalty 3515.294970 = -5789461.740641
  nChanged 104
		SP:Iteration 27Q (83365.810000 sec): 3 clusters
  Score: Raw -5793017.665942 + Penalty 3515.294970 = -5789502.370972
  nChanged 79
		SP:Iteration 28Q (83366.160000 sec): 3 clusters
  Score: Raw -5793052.957974 + Penalty 3515.294970 = -5789537.663004
  nChanged 69
		SP:Iteration 29Q (83366.570000 sec): 3 clusters
  Score: Raw -5793092.478915 + Penalty 3515.294970 = -5789577.183945
  nChanged 58
		SP:Iteration 30Q (83366.950000 sec): 3 clusters
  Score: Raw -5793127.498509 + Penalty 3515.294970 = -5789612.203539
  nChanged 56
		SP:Iteration 31Q (83367.320000 sec): 3 clusters
  Score: Raw -5793156.230666 + Penalty 3515.294970 = -5789640.935696
  nChanged 43
		SP:Iteration 32Q (83367.720000 sec): 3 clusters
  Score: Raw -5793170.108521 + Penalty 3515.294970 = -5789654.813551
  nChanged 23
		SP:Iteration 33Q (83368.090000 sec): 3 clusters
  Score: Raw -5793176.202199 + Penalty 3515.294970 = -5789660.907229
  nChanged 20
		SP:Iteration 34Q (83368.500000 sec): 3 clusters
  Score: Raw -5793181.557734 + Penalty 3515.294970 = -5789666.262764
  nChanged 12
		SP:Iteration 35Q (83368.910000 sec): 3 clusters
  Score: Raw -5793184.611026 + Penalty 3515.294970 = -5789669.316056
  nChanged 8
		SP:Iteration 36Q (83369.300000 sec): 3 clusters
  Score: Raw -5793185.970262 + Penalty 3515.294970 = -5789670.675292
  nChanged 2
		SP:Iteration 37Q (83369.690000 sec): 3 clusters
  Score: Raw -5793186.500986 + Penalty 3515.294970 = -5789671.206016
  nChanged 4
		SP:Iteration 38Q (83370.110000 sec): 3 clusters
  Score: Raw -5793187.633087 + Penalty 3515.294970 = -5789672.338117
  nChanged 3
		SP:Iteration 39Q (83370.520000 sec): 3 clusters
  Score: Raw -5793188.203766 + Penalty 3515.294970 = -5789672.908796
  nChanged 2
		SP:Iteration 40F (83370.940000 sec): 3 clusters
  Score: Raw -5793188.456030 + Penalty 3515.294970 = -5789673.161060
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (7377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83371.140000 sec): 2 clusters
  Score: Raw -860763.475848 + Penalty 1447.244879 = -859316.230969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83371.340000 sec): 3 clusters
  Score: Raw -856709.330998 + Penalty 2894.489758 = -853814.841241
  nChanged 3115
		SP:Iteration 1F (83371.560000 sec): 3 clusters
  Score: Raw -858533.549187 + Penalty 2894.489758 = -855639.059429
  nChanged 645
		SP:Iteration 2F (83371.740000 sec): 3 clusters
  Score: Raw -858994.255696 + Penalty 2894.489758 = -856099.765939
  nChanged 576
		SP:Iteration 3F (83371.940000 sec): 3 clusters
  Score: Raw -859461.244829 + Penalty 2894.489758 = -856566.755071
  nChanged 584
		SP:Iteration 4F (83372.130000 sec): 3 clusters
  Score: Raw -860007.722137 + Penalty 2894.489758 = -857113.232379
  nChanged 537
		SP:Iteration 5F (83372.350000 sec): 3 clusters
  Score: Raw -860537.435479 + Penalty 2894.489758 = -857642.945722
  nChanged 443
		SP:Iteration 6F (83372.580000 sec): 3 clusters
  Score: Raw -860968.512846 + Penalty 2894.489758 = -858074.023089
  nChanged 377
		SP:Iteration 7F (83372.770000 sec): 3 clusters
  Score: Raw -861347.172685 + Penalty 2894.489758 = -858452.682928
  nChanged 318
		SP:Iteration 8Q (83373.000000 sec): 3 clusters
  Score: Raw -861587.064439 + Penalty 2894.489758 = -858692.574682
  nChanged 210
		SP:Iteration 9Q (83373.210000 sec): 3 clusters
  Score: Raw -861717.391445 + Penalty 2894.489758 = -858822.901688
  nChanged 153
		SP:Iteration 10Q (83373.410000 sec): 3 clusters
  Score: Raw -861803.068864 + Penalty 2894.489758 = -858908.579106
  nChanged 127
		SP:Iteration 11Q (83373.600000 sec): 3 clusters
  Score: Raw -861871.576235 + Penalty 2894.489758 = -858977.086477
  nChanged 88
		SP:Iteration 12Q (83373.800000 sec): 3 clusters
  Score: Raw -861921.655285 + Penalty 2894.489758 = -859027.165527
  nChanged 88
		SP:Iteration 13Q (83374.030000 sec): 3 clusters
  Score: Raw -861975.014897 + Penalty 2894.489758 = -859080.525140
  nChanged 88
		SP:Iteration 14Q (83374.210000 sec): 3 clusters
  Score: Raw -862027.305524 + Penalty 2894.489758 = -859132.815766
  nChanged 75
		SP:Iteration 15Q (83374.420000 sec): 3 clusters
  Score: Raw -862071.239083 + Penalty 2894.489758 = -859176.749326
  nChanged 58
		SP:Iteration 16Q (83374.660000 sec): 3 clusters
  Score: Raw -862103.653908 + Penalty 2894.489758 = -859209.164151
  nChanged 53
		SP:Iteration 17Q (83374.890000 sec): 3 clusters
  Score: Raw -862132.339979 + Penalty 2894.489758 = -859237.850222
  nChanged 55
		SP:Iteration 18Q (83375.080000 sec): 3 clusters
  Score: Raw -862157.074190 + Penalty 2894.489758 = -859262.584433
  nChanged 43
		SP:Iteration 19Q (83375.260000 sec): 3 clusters
  Score: Raw -862171.687960 + Penalty 2894.489758 = -859277.198202
  nChanged 32
		SP:Iteration 20F (83375.450000 sec): 3 clusters
  Score: Raw -862185.403973 + Penalty 2894.489758 = -859290.914215
  nChanged 27
		SP:Iteration 21Q (83375.680000 sec): 3 clusters
  Score: Raw -862192.960213 + Penalty 2894.489758 = -859298.470455
  nChanged 25
		SP:Iteration 22Q (83375.880000 sec): 3 clusters
  Score: Raw -862199.967889 + Penalty 2894.489758 = -859305.478131
  nChanged 25
		SP:Iteration 23Q (83376.070000 sec): 3 clusters
  Score: Raw -862206.884987 + Penalty 2894.489758 = -859312.395229
  nChanged 19
		SP:Iteration 24Q (83376.270000 sec): 3 clusters
  Score: Raw -862212.005138 + Penalty 2894.489758 = -859317.515380
  nChanged 18
		SP:Iteration 25Q (83376.490000 sec): 3 clusters
  Score: Raw -862216.183627 + Penalty 2894.489758 = -859321.693870
  nChanged 12
		SP:Iteration 26Q (83376.680000 sec): 3 clusters
  Score: Raw -862218.511693 + Penalty 2894.489758 = -859324.021936
  nChanged 6
		SP:Iteration 27Q (83376.900000 sec): 3 clusters
  Score: Raw -862219.549176 + Penalty 2894.489758 = -859325.059419
  nChanged 5
		SP:Iteration 28Q (83377.110000 sec): 3 clusters
  Score: Raw -862220.474899 + Penalty 2894.489758 = -859325.985141
  nChanged 8
		SP:Iteration 29Q (83377.280000 sec): 3 clusters
  Score: Raw -862222.094895 + Penalty 2894.489758 = -859327.605137
  nChanged 8
		SP:Iteration 30Q (83377.520000 sec): 3 clusters
  Score: Raw -862223.700461 + Penalty 2894.489758 = -859329.210703
  nChanged 3
		SP:Iteration 31Q (83377.700000 sec): 3 clusters
  Score: Raw -862224.352254 + Penalty 2894.489758 = -859329.862496
  nChanged 5
		SP:Iteration 32Q (83377.910000 sec): 3 clusters
  Score: Raw -862225.276236 + Penalty 2894.489758 = -859330.786479
  nChanged 5
		SP:Iteration 33Q (83378.120000 sec): 3 clusters
  Score: Raw -862226.011729 + Penalty 2894.489758 = -859331.521972
  nChanged 5
		SP:Iteration 34Q (83378.330000 sec): 3 clusters
  Score: Raw -862226.821307 + Penalty 2894.489758 = -859332.331550
  nChanged 5
		SP:Iteration 35Q (83378.560000 sec): 3 clusters
  Score: Raw -862227.689426 + Penalty 2894.489758 = -859333.199668
  nChanged 1
		SP:Iteration 36Q (83378.750000 sec): 3 clusters
  Score: Raw -862227.794849 + Penalty 2894.489758 = -859333.305092
  nChanged 0
		SP:Iteration 37F (83378.990000 sec): 3 clusters
  Score: Raw -862227.794849 + Penalty 2894.489758 = -859333.305092
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 31 (11451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83379.120000 sec): 2 clusters
  Score: Raw -1317965.635564 + Penalty 1518.697755 = -1316446.937808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83379.310000 sec): 3 clusters
  Score: Raw -1311389.775011 + Penalty 3037.395511 = -1308352.379500
  nChanged 5028
		SP:Iteration 1F (83379.520000 sec): 3 clusters
  Score: Raw -1314118.564708 + Penalty 3037.395511 = -1311081.169197
  nChanged 732
		SP:Iteration 2F (83379.700000 sec): 3 clusters
  Score: Raw -1314448.859144 + Penalty 3037.395511 = -1311411.463633
  nChanged 594
		SP:Iteration 3F (83379.940000 sec): 3 clusters
  Score: Raw -1314705.759984 + Penalty 3037.395511 = -1311668.364473
  nChanged 536
		SP:Iteration 4Q (83380.170000 sec): 3 clusters
  Score: Raw -1314918.788074 + Penalty 3037.395511 = -1311881.392563
  nChanged 438
		SP:Iteration 5Q (83380.380000 sec): 3 clusters
  Score: Raw -1315122.234035 + Penalty 3037.395511 = -1312084.838525
  nChanged 469
		SP:Iteration 6Q (83380.610000 sec): 3 clusters
  Score: Raw -1315350.838039 + Penalty 3037.395511 = -1312313.442528
  nChanged 480
		SP:Iteration 7Q (83380.860000 sec): 3 clusters
  Score: Raw -1315609.659828 + Penalty 3037.395511 = -1312572.264317
  nChanged 548
		SP:Iteration 8Q (83381.060000 sec): 3 clusters
  Score: Raw -1315967.849858 + Penalty 3037.395511 = -1312930.454347
  nChanged 556
		SP:Iteration 9Q (83381.260000 sec): 3 clusters
  Score: Raw -1316365.182065 + Penalty 3037.395511 = -1313327.786554
  nChanged 531
		SP:Iteration 10Q (83381.480000 sec): 3 clusters
  Score: Raw -1316763.767794 + Penalty 3037.395511 = -1313726.372283
  nChanged 446
		SP:Iteration 11Q (83381.680000 sec): 3 clusters
  Score: Raw -1317118.399795 + Penalty 3037.395511 = -1314081.004284
  nChanged 363
		SP:Iteration 12Q (83381.940000 sec): 3 clusters
  Score: Raw -1317442.470343 + Penalty 3037.395511 = -1314405.074832
  nChanged 273
		SP:Iteration 13Q (83382.180000 sec): 3 clusters
  Score: Raw -1317684.279293 + Penalty 3037.395511 = -1314646.883782
  nChanged 195
		SP:Iteration 14Q (83382.380000 sec): 3 clusters
  Score: Raw -1317838.231012 + Penalty 3037.395511 = -1314800.835501
  nChanged 152
		SP:Iteration 15Q (83382.580000 sec): 3 clusters
  Score: Raw -1317967.084989 + Penalty 3037.395511 = -1314929.689478
  nChanged 128
		SP:Iteration 16Q (83382.820000 sec): 3 clusters
  Score: Raw -1318056.329496 + Penalty 3037.395511 = -1315018.933985
  nChanged 84
		SP:Iteration 17Q (83383.060000 sec): 3 clusters
  Score: Raw -1318113.268151 + Penalty 3037.395511 = -1315075.872640
  nChanged 68
		SP:Iteration 18Q (83383.270000 sec): 3 clusters
  Score: Raw -1318160.246646 + Penalty 3037.395511 = -1315122.851135
  nChanged 58
		SP:Iteration 19Q (83383.470000 sec): 3 clusters
  Score: Raw -1318201.901139 + Penalty 3037.395511 = -1315164.505628
  nChanged 46
		SP:Iteration 20F (83383.710000 sec): 3 clusters
  Score: Raw -1318229.128044 + Penalty 3037.395511 = -1315191.732533
  nChanged 31
		SP:Iteration 21Q (83383.900000 sec): 3 clusters
  Score: Raw -1318243.063005 + Penalty 3037.395511 = -1315205.667494
  nChanged 26
		SP:Iteration 22Q (83384.110000 sec): 3 clusters
  Score: Raw -1318254.499859 + Penalty 3037.395511 = -1315217.104348
  nChanged 17
		SP:Iteration 23Q (83384.330000 sec): 3 clusters
  Score: Raw -1318261.883650 + Penalty 3037.395511 = -1315224.488140
  nChanged 13
		SP:Iteration 24Q (83384.550000 sec): 3 clusters
  Score: Raw -1318267.684592 + Penalty 3037.395511 = -1315230.289081
  nChanged 9
		SP:Iteration 25Q (83384.760000 sec): 3 clusters
  Score: Raw -1318272.633073 + Penalty 3037.395511 = -1315235.237562
  nChanged 8
		SP:Iteration 26Q (83384.990000 sec): 3 clusters
  Score: Raw -1318276.954705 + Penalty 3037.395511 = -1315239.559194
  nChanged 8
		SP:Iteration 27Q (83385.210000 sec): 3 clusters
  Score: Raw -1318281.020343 + Penalty 3037.395511 = -1315243.624832
  nChanged 7
		SP:Iteration 28Q (83385.440000 sec): 3 clusters
  Score: Raw -1318284.173554 + Penalty 3037.395511 = -1315246.778043
  nChanged 6
		SP:Iteration 29Q (83385.590000 sec): 3 clusters
  Score: Raw -1318287.637664 + Penalty 3037.395511 = -1315250.242153
  nChanged 7
		SP:Iteration 30Q (83385.850000 sec): 3 clusters
  Score: Raw -1318290.730334 + Penalty 3037.395511 = -1315253.334823
  nChanged 8
		SP:Iteration 31Q (83386.060000 sec): 3 clusters
  Score: Raw -1318293.886643 + Penalty 3037.395511 = -1315256.491132
  nChanged 6
		SP:Iteration 32Q (83386.310000 sec): 3 clusters
  Score: Raw -1318295.629203 + Penalty 3037.395511 = -1315258.233692
  nChanged 3
		SP:Iteration 33Q (83386.520000 sec): 3 clusters
  Score: Raw -1318296.414943 + Penalty 3037.395511 = -1315259.019432
  nChanged 0
		SP:Iteration 34F (83386.710000 sec): 3 clusters
  Score: Raw -1318296.414943 + Penalty 3037.395511 = -1315259.019432
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83386.850000 sec): 2 clusters
  Score: Raw -329017.766963 + Penalty 1294.401156 = -327723.365808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83387.010000 sec): 3 clusters
  Score: Raw -327692.016653 + Penalty 2588.802311 = -325103.214341
  nChanged 1073
		SP:Iteration 1F (83387.190000 sec): 3 clusters
  Score: Raw -328418.633842 + Penalty 2588.802311 = -325829.831531
  nChanged 251
		SP:Iteration 2F (83387.340000 sec): 3 clusters
  Score: Raw -328680.906675 + Penalty 2588.802311 = -326092.104363
  nChanged 212
		SP:Iteration 3F (83387.510000 sec): 3 clusters
  Score: Raw -328906.201015 + Penalty 2588.802311 = -326317.398703
  nChanged 185
		SP:Iteration 4F (83387.660000 sec): 3 clusters
  Score: Raw -329089.503394 + Penalty 2588.802311 = -326500.701083
  nChanged 154
		SP:Iteration 5F (83387.860000 sec): 3 clusters
  Score: Raw -329229.237297 + Penalty 2588.802311 = -326640.434986
  nChanged 119
		SP:Iteration 6Q (83388.030000 sec): 3 clusters
  Score: Raw -329327.290338 + Penalty 2588.802311 = -326738.488027
  nChanged 100
		SP:Iteration 7Q (83388.220000 sec): 3 clusters
  Score: Raw -329413.357296 + Penalty 2588.802311 = -326824.554985
  nChanged 82
		SP:Iteration 8Q (83388.410000 sec): 3 clusters
  Score: Raw -329460.766137 + Penalty 2588.802311 = -326871.963825
  nChanged 52
		SP:Iteration 9Q (83388.610000 sec): 3 clusters
  Score: Raw -329493.657452 + Penalty 2588.802311 = -326904.855140
  nChanged 44
		SP:Iteration 10Q (83388.790000 sec): 3 clusters
  Score: Raw -329528.456274 + Penalty 2588.802311 = -326939.653963
  nChanged 44
		SP:Iteration 11Q (83388.980000 sec): 3 clusters
  Score: Raw -329558.011278 + Penalty 2588.802311 = -326969.208967
  nChanged 41
		SP:Iteration 12Q (83389.160000 sec): 3 clusters
  Score: Raw -329589.635600 + Penalty 2588.802311 = -327000.833289
  nChanged 50
		SP:Iteration 13Q (83389.360000 sec): 3 clusters
  Score: Raw -329638.451992 + Penalty 2588.802311 = -327049.649681
  nChanged 72
		SP:Iteration 14Q (83389.530000 sec): 3 clusters
  Score: Raw -329717.650823 + Penalty 2588.802311 = -327128.848511
  nChanged 69
		SP:Iteration 15Q (83389.690000 sec): 3 clusters
  Score: Raw -329796.526224 + Penalty 2588.802311 = -327207.723913
  nChanged 63
		SP:Iteration 16Q (83389.890000 sec): 3 clusters
  Score: Raw -329843.848579 + Penalty 2588.802311 = -327255.046268
  nChanged 36
		SP:Iteration 17Q (83390.070000 sec): 3 clusters
  Score: Raw -329873.011361 + Penalty 2588.802311 = -327284.209050
  nChanged 31
		SP:Iteration 18Q (83390.230000 sec): 3 clusters
  Score: Raw -329895.925715 + Penalty 2588.802311 = -327307.123404
  nChanged 26
		SP:Iteration 19Q (83390.400000 sec): 3 clusters
  Score: Raw -329914.420850 + Penalty 2588.802311 = -327325.618538
  nChanged 21
		SP:Iteration 20F (83390.610000 sec): 3 clusters
  Score: Raw -329923.839923 + Penalty 2588.802311 = -327335.037612
  nChanged 8
		SP:Iteration 21Q (83390.810000 sec): 3 clusters
  Score: Raw -329927.946400 + Penalty 2588.802311 = -327339.144089
  nChanged 4
		SP:Iteration 22Q (83390.980000 sec): 3 clusters
  Score: Raw -329929.719091 + Penalty 2588.802311 = -327340.916780
  nChanged 3
		SP:Iteration 23Q (83391.180000 sec): 3 clusters
  Score: Raw -329931.632650 + Penalty 2588.802311 = -327342.830338
  nChanged 0
		SP:Iteration 24F (83391.350000 sec): 3 clusters
  Score: Raw -329931.632650 + Penalty 2588.802311 = -327342.830338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 33 (1109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83391.450000 sec): 2 clusters
  Score: Raw -124242.418955 + Penalty 1139.322273 = -123103.096682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83391.610000 sec): 3 clusters
  Score: Raw -123872.759141 + Penalty 2278.644546 = -121594.114595
  nChanged 362
		SP:Iteration 1F (83391.820000 sec): 3 clusters
  Score: Raw -124225.080033 + Penalty 2278.644546 = -121946.435488
  nChanged 109
		SP:Iteration 2F (83391.970000 sec): 3 clusters
  Score: Raw -124364.253934 + Penalty 2278.644546 = -122085.609389
  nChanged 63
		SP:Iteration 3F (83392.140000 sec): 3 clusters
  Score: Raw -124459.639078 + Penalty 2278.644546 = -122180.994532
  nChanged 49
		SP:Iteration 4Q (83392.290000 sec): 3 clusters
  Score: Raw -124543.027984 + Penalty 2278.644546 = -122264.383438
  nChanged 46
		SP:Iteration 5Q (83392.430000 sec): 3 clusters
  Score: Raw -124632.860201 + Penalty 2278.644546 = -122354.215655
  nChanged 46
		SP:Iteration 6Q (83392.580000 sec): 3 clusters
  Score: Raw -124701.667648 + Penalty 2278.644546 = -122423.023102
  nChanged 46
		SP:Iteration 7Q (83392.730000 sec): 3 clusters
  Score: Raw -124784.625473 + Penalty 2278.644546 = -122505.980927
  nChanged 48
		SP:Iteration 8Q (83392.870000 sec): 3 clusters
  Score: Raw -124884.691910 + Penalty 2278.644546 = -122606.047364
  nChanged 55
		SP:Iteration 9Q (83393.030000 sec): 3 clusters
  Score: Raw -125038.406294 + Penalty 2278.644546 = -122759.761748
  nChanged 69
		SP:Iteration 10F (83393.240000 sec): 3 clusters
  Score: Raw -125388.151969 + Penalty 2278.644546 = -123109.507423
  nChanged 57
		SP:Iteration 11F (83393.380000 sec): 3 clusters
  Score: Raw -126035.438159 + Penalty 2278.644546 = -123756.793613
  nChanged 20
		SP:Iteration 12Q (83393.570000 sec): 3 clusters
  Score: Raw -126527.997705 + Penalty 2278.644546 = -124249.353159
  nChanged 4
		SP:Iteration 13Q (83393.780000 sec): 3 clusters
  Score: Raw -126549.925548 + Penalty 2278.644546 = -124271.281003
  nChanged 2
		SP:Iteration 14Q (83393.950000 sec): 3 clusters
  Score: Raw -126554.976512 + Penalty 2278.644546 = -124276.331966
  nChanged 0
		SP:Iteration 15F (83394.120000 sec): 3 clusters
  Score: Raw -126554.976512 + Penalty 2278.644546 = -124276.331966
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83394.240000 sec): 2 clusters
  Score: Raw -25111.047452 + Penalty 897.886103 = -24213.161349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83394.420000 sec): 3 clusters
  Score: Raw -25333.012489 + Penalty 1795.772205 = -23537.240284
  nChanged 49
		SP:Iteration 1F (83394.590000 sec): 3 clusters
  Score: Raw -25538.240559 + Penalty 1795.772205 = -23742.468353
  nChanged 16
		SP:Iteration 2F (83394.800000 sec): 3 clusters
  Score: Raw -25627.387626 + Penalty 1795.772205 = -23831.615421
  nChanged 11
		SP:Iteration 3Q (83394.980000 sec): 3 clusters
  Score: Raw -25697.588306 + Penalty 1795.772205 = -23901.816101
  nChanged 7
		SP:Iteration 4Q (83395.130000 sec): 3 clusters
  Score: Raw -25739.768462 + Penalty 1795.772205 = -23943.996257
  nChanged 4
		SP:Iteration 5Q (83395.310000 sec): 3 clusters
  Score: Raw -25761.311793 + Penalty 1795.772205 = -23965.539588
  nChanged 1
		SP:Iteration 6Q (83395.460000 sec): 3 clusters
  Score: Raw -25825.563097 + Penalty 1795.772205 = -24029.790891
  nChanged 1
		SP:Iteration 7Q (83395.610000 sec): 3 clusters
  Score: Raw -25829.772218 + Penalty 1795.772205 = -24034.000013
  nChanged 1
		SP:Iteration 8Q (83395.790000 sec): 3 clusters
  Score: Raw -25833.421151 + Penalty 1795.772205 = -24037.648946
  nChanged 0
		SP:Iteration 9F (83395.970000 sec): 3 clusters
  Score: Raw -25833.421151 + Penalty 1795.772205 = -24037.648946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (10203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83396.140000 sec): 2 clusters
  Score: Raw -1218233.974770 + Penalty 1499.946024 = -1216734.028745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83396.370000 sec): 3 clusters
  Score: Raw -1212476.905473 + Penalty 2999.892049 = -1209477.013424
  nChanged 4399
		SP:Iteration 1F (83396.590000 sec): 3 clusters
  Score: Raw -1214862.358851 + Penalty 2999.892049 = -1211862.466802
  nChanged 688
		SP:Iteration 2F (83396.770000 sec): 3 clusters
  Score: Raw -1215259.493283 + Penalty 2999.892049 = -1212259.601234
  nChanged 649
		SP:Iteration 3F (83396.990000 sec): 3 clusters
  Score: Raw -1215692.861923 + Penalty 2999.892049 = -1212692.969874
  nChanged 607
		SP:Iteration 4F (83397.200000 sec): 3 clusters
  Score: Raw -1216124.689057 + Penalty 2999.892049 = -1213124.797008
  nChanged 598
		SP:Iteration 5F (83397.430000 sec): 3 clusters
  Score: Raw -1216531.904456 + Penalty 2999.892049 = -1213532.012408
  nChanged 552
		SP:Iteration 6F (83397.680000 sec): 3 clusters
  Score: Raw -1216860.982902 + Penalty 2999.892049 = -1213861.090853
  nChanged 464
		SP:Iteration 7Q (83397.860000 sec): 3 clusters
  Score: Raw -1217083.859148 + Penalty 2999.892049 = -1214083.967099
  nChanged 395
		SP:Iteration 8Q (83398.110000 sec): 3 clusters
  Score: Raw -1217243.531886 + Penalty 2999.892049 = -1214243.639837
  nChanged 295
		SP:Iteration 9Q (83398.300000 sec): 3 clusters
  Score: Raw -1217344.066460 + Penalty 2999.892049 = -1214344.174411
  nChanged 211
		SP:Iteration 10Q (83398.520000 sec): 3 clusters
  Score: Raw -1217405.403365 + Penalty 2999.892049 = -1214405.511316
  nChanged 175
		SP:Iteration 11Q (83398.750000 sec): 3 clusters
  Score: Raw -1217448.546235 + Penalty 2999.892049 = -1214448.654186
  nChanged 148
		SP:Iteration 12Q (83398.950000 sec): 3 clusters
  Score: Raw -1217476.965495 + Penalty 2999.892049 = -1214477.073446
  nChanged 88
		SP:Iteration 13Q (83399.150000 sec): 3 clusters
  Score: Raw -1217489.754947 + Penalty 2999.892049 = -1214489.862898
  nChanged 63
		SP:Iteration 14Q (83399.400000 sec): 3 clusters
  Score: Raw -1217499.097669 + Penalty 2999.892049 = -1214499.205620
  nChanged 61
		SP:Iteration 15Q (83399.620000 sec): 3 clusters
  Score: Raw -1217508.455040 + Penalty 2999.892049 = -1214508.562991
  nChanged 50
		SP:Iteration 16Q (83399.810000 sec): 3 clusters
  Score: Raw -1217515.774006 + Penalty 2999.892049 = -1214515.881957
  nChanged 51
		SP:Iteration 17Q (83400.030000 sec): 3 clusters
  Score: Raw -1217522.598656 + Penalty 2999.892049 = -1214522.706607
  nChanged 40
		SP:Iteration 18Q (83400.230000 sec): 3 clusters
  Score: Raw -1217529.011316 + Penalty 2999.892049 = -1214529.119267
  nChanged 41
		SP:Iteration 19Q (83400.450000 sec): 3 clusters
  Score: Raw -1217533.588668 + Penalty 2999.892049 = -1214533.696619
  nChanged 33
		SP:Iteration 20F (83400.660000 sec): 3 clusters
  Score: Raw -1217537.958144 + Penalty 2999.892049 = -1214538.066095
  nChanged 27
		SP:Iteration 21Q (83400.870000 sec): 3 clusters
  Score: Raw -1217542.475469 + Penalty 2999.892049 = -1214542.583420
  nChanged 32
		SP:Iteration 22Q (83401.120000 sec): 3 clusters
  Score: Raw -1217547.163700 + Penalty 2999.892049 = -1214547.271651
  nChanged 38
		SP:Iteration 23Q (83401.330000 sec): 3 clusters
  Score: Raw -1217551.932111 + Penalty 2999.892049 = -1214552.040062
  nChanged 30
		SP:Iteration 24Q (83401.550000 sec): 3 clusters
  Score: Raw -1217555.507271 + Penalty 2999.892049 = -1214555.615222
  nChanged 23
		SP:Iteration 25Q (83401.790000 sec): 3 clusters
  Score: Raw -1217558.647888 + Penalty 2999.892049 = -1214558.755839
  nChanged 29
		SP:Iteration 26Q (83402.010000 sec): 3 clusters
  Score: Raw -1217563.707285 + Penalty 2999.892049 = -1214563.815236
  nChanged 44
		SP:Iteration 27Q (83402.240000 sec): 3 clusters
  Score: Raw -1217571.174879 + Penalty 2999.892049 = -1214571.282830
  nChanged 47
		SP:Iteration 28Q (83402.460000 sec): 3 clusters
  Score: Raw -1217579.218935 + Penalty 2999.892049 = -1214579.326886
  nChanged 47
		SP:Iteration 29Q (83402.690000 sec): 3 clusters
  Score: Raw -1217586.483352 + Penalty 2999.892049 = -1214586.591303
  nChanged 56
		SP:Iteration 30Q (83402.890000 sec): 3 clusters
  Score: Raw -1217598.287756 + Penalty 2999.892049 = -1214598.395707
  nChanged 77
		SP:Iteration 31Q (83403.090000 sec): 3 clusters
  Score: Raw -1217613.633739 + Penalty 2999.892049 = -1214613.741690
  nChanged 62
		SP:Iteration 32Q (83403.320000 sec): 3 clusters
  Score: Raw -1217623.094951 + Penalty 2999.892049 = -1214623.202902
  nChanged 53
		SP:Iteration 33Q (83403.540000 sec): 3 clusters
  Score: Raw -1217631.264440 + Penalty 2999.892049 = -1214631.372391
  nChanged 56
		SP:Iteration 34Q (83403.780000 sec): 3 clusters
  Score: Raw -1217640.747632 + Penalty 2999.892049 = -1214640.855583
  nChanged 56
		SP:Iteration 35Q (83403.960000 sec): 3 clusters
  Score: Raw -1217650.783689 + Penalty 2999.892049 = -1214650.891640
  nChanged 62
		SP:Iteration 36Q (83404.190000 sec): 3 clusters
  Score: Raw -1217662.214889 + Penalty 2999.892049 = -1214662.322840
  nChanged 63
		SP:Iteration 37Q (83404.390000 sec): 3 clusters
  Score: Raw -1217672.479617 + Penalty 2999.892049 = -1214672.587568
  nChanged 62
		SP:Iteration 38Q (83404.600000 sec): 3 clusters
  Score: Raw -1217682.204453 + Penalty 2999.892049 = -1214682.312404
  nChanged 57
		SP:Iteration 39Q (83404.810000 sec): 3 clusters
  Score: Raw -1217690.707401 + Penalty 2999.892049 = -1214690.815352
  nChanged 59
		SP:Iteration 40F (83405.010000 sec): 3 clusters
  Score: Raw -1217700.904516 + Penalty 2999.892049 = -1214701.012467
  nChanged 60
		SP:Iteration 41Q (83405.260000 sec): 3 clusters
  Score: Raw -1217711.229047 + Penalty 2999.892049 = -1214711.336998
  nChanged 67
		SP:Iteration 42Q (83405.460000 sec): 3 clusters
  Score: Raw -1217723.258675 + Penalty 2999.892049 = -1214723.366626
  nChanged 83
		SP:Iteration 43Q (83405.680000 sec): 3 clusters
  Score: Raw -1217741.439652 + Penalty 2999.892049 = -1214741.547603
  nChanged 95
		SP:Iteration 44Q (83405.900000 sec): 3 clusters
  Score: Raw -1217763.199506 + Penalty 2999.892049 = -1214763.307457
  nChanged 105
		SP:Iteration 45Q (83406.140000 sec): 3 clusters
  Score: Raw -1217786.248003 + Penalty 2999.892049 = -1214786.355954
  nChanged 99
		SP:Iteration 46Q (83406.350000 sec): 3 clusters
  Score: Raw -1217810.209671 + Penalty 2999.892049 = -1214810.317622
  nChanged 107
		SP:Iteration 47Q (83406.590000 sec): 3 clusters
  Score: Raw -1217839.335365 + Penalty 2999.892049 = -1214839.443316
  nChanged 114
		SP:Iteration 48Q (83406.810000 sec): 3 clusters
  Score: Raw -1217872.066221 + Penalty 2999.892049 = -1214872.174172
  nChanged 114
		SP:Iteration 49Q (83407.010000 sec): 3 clusters
  Score: Raw -1217900.947044 + Penalty 2999.892049 = -1214901.054995
  nChanged 90
		SP:Iteration 50Q (83407.210000 sec): 3 clusters
  Score: Raw -1217922.889507 + Penalty 2999.892049 = -1214922.997458
  nChanged 91
		SP:Iteration 51Q (83407.420000 sec): 3 clusters
  Score: Raw -1217945.999028 + Penalty 2999.892049 = -1214946.106979
  nChanged 83
		SP:Iteration 52Q (83407.610000 sec): 3 clusters
  Score: Raw -1217968.382849 + Penalty 2999.892049 = -1214968.490800
  nChanged 94
		SP:Iteration 53Q (83407.810000 sec): 3 clusters
  Score: Raw -1217990.491435 + Penalty 2999.892049 = -1214990.599386
  nChanged 76
		SP:Iteration 54Q (83408.040000 sec): 3 clusters
  Score: Raw -1218006.859584 + Penalty 2999.892049 = -1215006.967535
  nChanged 68
		SP:Iteration 55Q (83408.240000 sec): 3 clusters
  Score: Raw -1218022.089304 + Penalty 2999.892049 = -1215022.197255
  nChanged 74
		SP:Iteration 56Q (83408.490000 sec): 3 clusters
  Score: Raw -1218038.045482 + Penalty 2999.892049 = -1215038.153433
  nChanged 61
		SP:Iteration 57Q (83408.690000 sec): 3 clusters
  Score: Raw -1218051.946693 + Penalty 2999.892049 = -1215052.054644
  nChanged 59
		SP:Iteration 58Q (83408.910000 sec): 3 clusters
  Score: Raw -1218066.377791 + Penalty 2999.892049 = -1215066.485742
  nChanged 62
		SP:Iteration 59Q (83409.120000 sec): 3 clusters
  Score: Raw -1218079.652051 + Penalty 2999.892049 = -1215079.760002
  nChanged 64
		SP:Iteration 60F (83409.340000 sec): 3 clusters
  Score: Raw -1218097.319188 + Penalty 2999.892049 = -1215097.427139
  nChanged 74
		SP:Iteration 61Q (83409.570000 sec): 3 clusters
  Score: Raw -1218119.072981 + Penalty 2999.892049 = -1215119.180932
  nChanged 76
		SP:Iteration 62Q (83409.730000 sec): 3 clusters
  Score: Raw -1218145.314338 + Penalty 2999.892049 = -1215145.422289
  nChanged 89
		SP:Iteration 63Q (83409.980000 sec): 3 clusters
  Score: Raw -1218169.643951 + Penalty 2999.892049 = -1215169.751902
  nChanged 74
		SP:Iteration 64Q (83410.170000 sec): 3 clusters
  Score: Raw -1218189.533991 + Penalty 2999.892049 = -1215189.641942
  nChanged 71
		SP:Iteration 65Q (83410.410000 sec): 3 clusters
  Score: Raw -1218213.335419 + Penalty 2999.892049 = -1215213.443370
  nChanged 72
		SP:Iteration 66Q (83410.600000 sec): 3 clusters
  Score: Raw -1218238.197906 + Penalty 2999.892049 = -1215238.305857
  nChanged 75
		SP:Iteration 67Q (83410.800000 sec): 3 clusters
  Score: Raw -1218259.179596 + Penalty 2999.892049 = -1215259.287547
  nChanged 66
		SP:Iteration 68Q (83411.010000 sec): 3 clusters
  Score: Raw -1218279.672894 + Penalty 2999.892049 = -1215279.780845
  nChanged 61
		SP:Iteration 69Q (83411.220000 sec): 3 clusters
  Score: Raw -1218296.254738 + Penalty 2999.892049 = -1215296.362689
  nChanged 50
		SP:Iteration 70Q (83411.460000 sec): 3 clusters
  Score: Raw -1218307.745735 + Penalty 2999.892049 = -1215307.853687
  nChanged 43
		SP:Iteration 71Q (83411.680000 sec): 3 clusters
  Score: Raw -1218318.376989 + Penalty 2999.892049 = -1215318.484940
  nChanged 55
		SP:Iteration 72Q (83411.870000 sec): 3 clusters
  Score: Raw -1218331.543588 + Penalty 2999.892049 = -1215331.651539
  nChanged 42
		SP:Iteration 73Q (83412.100000 sec): 3 clusters
  Score: Raw -1218342.579941 + Penalty 2999.892049 = -1215342.687892
  nChanged 41
		SP:Iteration 74Q (83412.310000 sec): 3 clusters
  Score: Raw -1218352.021803 + Penalty 2999.892049 = -1215352.129754
  nChanged 37
		SP:Iteration 75Q (83412.510000 sec): 3 clusters
  Score: Raw -1218362.682096 + Penalty 2999.892049 = -1215362.790047
  nChanged 48
		SP:Iteration 76Q (83412.720000 sec): 3 clusters
  Score: Raw -1218376.896411 + Penalty 2999.892049 = -1215377.004362
  nChanged 41
		SP:Iteration 77Q (83412.940000 sec): 3 clusters
  Score: Raw -1218391.471290 + Penalty 2999.892049 = -1215391.579241
  nChanged 51
		SP:Iteration 78Q (83413.210000 sec): 3 clusters
  Score: Raw -1218409.521555 + Penalty 2999.892049 = -1215409.629506
  nChanged 46
		SP:Iteration 79Q (83413.400000 sec): 3 clusters
  Score: Raw -1218424.540940 + Penalty 2999.892049 = -1215424.648891
  nChanged 51
		SP:Iteration 80F (83413.610000 sec): 3 clusters
  Score: Raw -1218441.347615 + Penalty 2999.892049 = -1215441.455566
  nChanged 52
		SP:Iteration 81Q (83413.800000 sec): 3 clusters
  Score: Raw -1218457.449773 + Penalty 2999.892049 = -1215457.557724
  nChanged 43
		SP:Iteration 82Q (83414.030000 sec): 3 clusters
  Score: Raw -1218471.041064 + Penalty 2999.892049 = -1215471.149015
  nChanged 39
		SP:Iteration 83Q (83414.240000 sec): 3 clusters
  Score: Raw -1218483.066969 + Penalty 2999.892049 = -1215483.174920
  nChanged 36
		SP:Iteration 84Q (83414.470000 sec): 3 clusters
  Score: Raw -1218492.498355 + Penalty 2999.892049 = -1215492.606306
  nChanged 27
		SP:Iteration 85Q (83414.710000 sec): 3 clusters
  Score: Raw -1218499.811832 + Penalty 2999.892049 = -1215499.919783
  nChanged 24
		SP:Iteration 86Q (83414.910000 sec): 3 clusters
  Score: Raw -1218506.240631 + Penalty 2999.892049 = -1215506.348582
  nChanged 28
		SP:Iteration 87Q (83415.100000 sec): 3 clusters
  Score: Raw -1218513.437699 + Penalty 2999.892049 = -1215513.545650
  nChanged 25
		SP:Iteration 88Q (83415.330000 sec): 3 clusters
  Score: Raw -1218519.317214 + Penalty 2999.892049 = -1215519.425165
  nChanged 29
		SP:Iteration 89Q (83415.510000 sec): 3 clusters
  Score: Raw -1218526.883347 + Penalty 2999.892049 = -1215526.991298
  nChanged 23
		SP:Iteration 90Q (83415.710000 sec): 3 clusters
  Score: Raw -1218533.852654 + Penalty 2999.892049 = -1215533.960605
  nChanged 36
		SP:Iteration 91Q (83415.920000 sec): 3 clusters
  Score: Raw -1218545.550876 + Penalty 2999.892049 = -1215545.658827
  nChanged 32
		SP:Iteration 92Q (83416.170000 sec): 3 clusters
  Score: Raw -1218555.819322 + Penalty 2999.892049 = -1215555.927273
  nChanged 32
		SP:Iteration 93Q (83416.380000 sec): 3 clusters
  Score: Raw -1218565.353938 + Penalty 2999.892049 = -1215565.461889
  nChanged 23
		SP:Iteration 94Q (83416.590000 sec): 3 clusters
  Score: Raw -1218570.240013 + Penalty 2999.892049 = -1215570.347964
  nChanged 16
		SP:Iteration 95Q (83416.790000 sec): 3 clusters
  Score: Raw -1218573.356966 + Penalty 2999.892049 = -1215573.464917
  nChanged 17
		SP:Iteration 96Q (83417.030000 sec): 3 clusters
  Score: Raw -1218577.175526 + Penalty 2999.892049 = -1215577.283477
  nChanged 10
		SP:Iteration 97Q (83417.240000 sec): 3 clusters
  Score: Raw -1218579.795714 + Penalty 2999.892049 = -1215579.903665
  nChanged 17
		SP:Iteration 98Q (83417.430000 sec): 3 clusters
  Score: Raw -1218583.407944 + Penalty 2999.892049 = -1215583.515895
  nChanged 15
		SP:Iteration 99Q (83417.660000 sec): 3 clusters
  Score: Raw -1218587.925056 + Penalty 2999.892049 = -1215588.033007
  nChanged 18
		SP:Iteration 100F (83417.880000 sec): 3 clusters
  Score: Raw -1218593.500197 + Penalty 2999.892049 = -1215593.608148
  nChanged 16
		SP:Iteration 101Q (83418.080000 sec): 3 clusters
  Score: Raw -1218597.915459 + Penalty 2999.892049 = -1215598.023410
  nChanged 14
		SP:Iteration 102Q (83418.290000 sec): 3 clusters
  Score: Raw -1218602.537145 + Penalty 2999.892049 = -1215602.645097
  nChanged 12
		SP:Iteration 103Q (83418.510000 sec): 3 clusters
  Score: Raw -1218605.658772 + Penalty 2999.892049 = -1215605.766723
  nChanged 10
		SP:Iteration 104Q (83418.710000 sec): 3 clusters
  Score: Raw -1218607.808048 + Penalty 2999.892049 = -1215607.915999
  nChanged 6
		SP:Iteration 105Q (83418.940000 sec): 3 clusters
  Score: Raw -1218609.009030 + Penalty 2999.892049 = -1215609.116981
  nChanged 6
		SP:Iteration 106Q (83419.150000 sec): 3 clusters
  Score: Raw -1218610.621269 + Penalty 2999.892049 = -1215610.729220
  nChanged 8
		SP:Iteration 107Q (83419.350000 sec): 3 clusters
  Score: Raw -1218612.771523 + Penalty 2999.892049 = -1215612.879474
  nChanged 4
		SP:Iteration 108Q (83419.610000 sec): 3 clusters
  Score: Raw -1218613.512023 + Penalty 2999.892049 = -1215613.619974
  nChanged 4
		SP:Iteration 109Q (83419.790000 sec): 3 clusters
  Score: Raw -1218614.217726 + Penalty 2999.892049 = -1215614.325677
  nChanged 0
		SP:Iteration 110F (83420.010000 sec): 3 clusters
  Score: Raw -1218614.217726 + Penalty 2999.892049 = -1215614.325677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83420.130000 sec): 2 clusters
  Score: Raw -454427.714271 + Penalty 1345.409567 = -453082.304705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83420.290000 sec): 3 clusters
  Score: Raw -452531.309974 + Penalty 2690.819134 = -449840.490841
  nChanged 1554
		SP:Iteration 1F (83420.500000 sec): 3 clusters
  Score: Raw -453707.449171 + Penalty 2690.819134 = -451016.630037
  nChanged 460
		SP:Iteration 2F (83420.670000 sec): 3 clusters
  Score: Raw -454332.290694 + Penalty 2690.819134 = -451641.471561
  nChanged 410
		SP:Iteration 3F (83420.850000 sec): 3 clusters
  Score: Raw -454897.395082 + Penalty 2690.819134 = -452206.575949
  nChanged 317
		SP:Iteration 4F (83421.050000 sec): 3 clusters
  Score: Raw -455317.753752 + Penalty 2690.819134 = -452626.934618
  nChanged 203
		SP:Iteration 5F (83421.210000 sec): 3 clusters
  Score: Raw -455474.457082 + Penalty 2690.819134 = -452783.637948
  nChanged 105
		SP:Iteration 6Q (83421.390000 sec): 3 clusters
  Score: Raw -455521.274069 + Penalty 2690.819134 = -452830.454936
  nChanged 48
		SP:Iteration 7Q (83421.580000 sec): 3 clusters
  Score: Raw -455541.615031 + Penalty 2690.819134 = -452850.795897
  nChanged 28
		SP:Iteration 8Q (83421.790000 sec): 3 clusters
  Score: Raw -455552.155692 + Penalty 2690.819134 = -452861.336559
  nChanged 16
		SP:Iteration 9Q (83421.990000 sec): 3 clusters
  Score: Raw -455556.833678 + Penalty 2690.819134 = -452866.014545
  nChanged 7
		SP:Iteration 10Q (83422.170000 sec): 3 clusters
  Score: Raw -455558.598706 + Penalty 2690.819134 = -452867.779572
  nChanged 2
		SP:Iteration 11Q (83422.330000 sec): 3 clusters
  Score: Raw -455559.657912 + Penalty 2690.819134 = -452868.838779
  nChanged 2
		SP:Iteration 12Q (83422.500000 sec): 3 clusters
  Score: Raw -455560.004913 + Penalty 2690.819134 = -452869.185780
  nChanged 1
		SP:Iteration 13Q (83422.720000 sec): 3 clusters
  Score: Raw -455560.219504 + Penalty 2690.819134 = -452869.400370
  nChanged 0
		SP:Iteration 14F (83422.880000 sec): 3 clusters
  Score: Raw -455560.219504 + Penalty 2690.819134 = -452869.400370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83423.000000 sec): 2 clusters
  Score: Raw -84536.708686 + Penalty 1076.194653 = -83460.514033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83423.150000 sec): 3 clusters
  Score: Raw -84381.419527 + Penalty 2152.389305 = -82229.030221
  nChanged 207
		SP:Iteration 1F (83423.350000 sec): 3 clusters
  Score: Raw -84599.527933 + Penalty 2152.389305 = -82447.138628
  nChanged 52
		SP:Iteration 2F (83423.480000 sec): 3 clusters
  Score: Raw -84664.845465 + Penalty 2152.389305 = -82512.456160
  nChanged 27
		SP:Iteration 3Q (83423.670000 sec): 3 clusters
  Score: Raw -84710.037341 + Penalty 2152.389305 = -82557.648036
  nChanged 24
		SP:Iteration 4Q (83423.820000 sec): 3 clusters
  Score: Raw -84736.043685 + Penalty 2152.389305 = -82583.654380
  nChanged 12
		SP:Iteration 5Q (83424.030000 sec): 3 clusters
  Score: Raw -84752.962321 + Penalty 2152.389305 = -82600.573016
  nChanged 7
		SP:Iteration 6Q (83424.170000 sec): 3 clusters
  Score: Raw -84760.898237 + Penalty 2152.389305 = -82608.508932
  nChanged 6
		SP:Iteration 7Q (83424.350000 sec): 3 clusters
  Score: Raw -84769.668946 + Penalty 2152.389305 = -82617.279641
  nChanged 6
		SP:Iteration 8Q (83424.540000 sec): 3 clusters
  Score: Raw -84781.673801 + Penalty 2152.389305 = -82629.284495
  nChanged 7
		SP:Iteration 9Q (83424.710000 sec): 3 clusters
  Score: Raw -84792.075634 + Penalty 2152.389305 = -82639.686328
  nChanged 5
		SP:Iteration 10Q (83424.900000 sec): 3 clusters
  Score: Raw -84798.409651 + Penalty 2152.389305 = -82646.020346
  nChanged 3
		SP:Iteration 11Q (83425.090000 sec): 3 clusters
  Score: Raw -84801.446025 + Penalty 2152.389305 = -82649.056719
  nChanged 4
		SP:Iteration 12Q (83425.200000 sec): 3 clusters
  Score: Raw -84807.532722 + Penalty 2152.389305 = -82655.143416
  nChanged 1
		SP:Iteration 13Q (83425.400000 sec): 3 clusters
  Score: Raw -84808.089857 + Penalty 2152.389305 = -82655.700551
  nChanged 0
		SP:Iteration 14F (83425.570000 sec): 3 clusters
  Score: Raw -84808.089857 + Penalty 2152.389305 = -82655.700551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 38 (298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83425.680000 sec): 2 clusters
  Score: Raw -13045.767874 + Penalty 925.777692 = -12119.990183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83425.840000 sec): 3 clusters
  Score: Raw -13186.453237 + Penalty 1851.555383 = -11334.897854
  nChanged 72
		SP:Iteration 1F (83426.050000 sec): 3 clusters
  Score: Raw -13450.875205 + Penalty 1851.555383 = -11599.319822
  nChanged 27
		SP:Iteration 2F (83426.220000 sec): 3 clusters
  Score: Raw -13619.528675 + Penalty 1851.555383 = -11767.973292
  nChanged 15
		SP:Iteration 3F (83426.390000 sec): 3 clusters
  Score: Raw -13757.125940 + Penalty 1851.555383 = -11905.570557
  nChanged 14
		SP:Iteration 4Q (83426.540000 sec): 3 clusters
  Score: Raw -13898.013918 + Penalty 1851.555383 = -12046.458535
  nChanged 17
		SP:Iteration 5F (83426.700000 sec): 3 clusters
  Score: Raw -14056.077259 + Penalty 1851.555383 = -12204.521876
  nChanged 8
		SP:Iteration 6Q (83426.840000 sec): 3 clusters
  Score: Raw -14133.062206 + Penalty 1851.555383 = -12281.506822
  nChanged 9
		SP:Iteration 7Q (83427.020000 sec): 3 clusters
  Score: Raw -14198.780838 + Penalty 1851.555383 = -12347.225455
  nChanged 3
		SP:Iteration 8Q (83427.230000 sec): 3 clusters
  Score: Raw -14221.006850 + Penalty 1851.555383 = -12369.451467
  nChanged 4
		SP:Iteration 9Q (83427.360000 sec): 3 clusters
  Score: Raw -14231.148445 + Penalty 1851.555383 = -12379.593062
  nChanged 1
		SP:Iteration 10Q (83427.540000 sec): 3 clusters
  Score: Raw -14232.694709 + Penalty 1851.555383 = -12381.139326
  nChanged 0
		SP:Iteration 11F (83427.720000 sec): 3 clusters
  Score: Raw -14232.694709 + Penalty 1851.555383 = -12381.139326
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83427.820000 sec): 2 clusters
  Score: Raw -21513.782073 + Penalty 871.209977 = -20642.572096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83427.940000 sec): 3 clusters
  Score: Raw -21618.949055 + Penalty 1742.419954 = -19876.529101
  nChanged 31
		SP:Iteration 1F (83428.160000 sec): 3 clusters
  Score: Raw -21712.118843 + Penalty 1742.419954 = -19969.698889
  nChanged 10
		SP:Iteration 2Q (83428.320000 sec): 3 clusters
  Score: Raw -21756.845105 + Penalty 1742.419954 = -20014.425152
  nChanged 4
		SP:Iteration 3Q (83428.460000 sec): 3 clusters
  Score: Raw -21772.001674 + Penalty 1742.419954 = -20029.581720
  nChanged 3
		SP:Iteration 4Q (83428.630000 sec): 3 clusters
  Score: Raw -21796.065381 + Penalty 1742.419954 = -20053.645427
  nChanged 0
		SP:Iteration 5F (83428.810000 sec): 3 clusters
  Score: Raw -21796.065381 + Penalty 1742.419954 = -20053.645427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83428.910000 sec): 2 clusters
  Score: Raw -21157.160317 + Penalty 841.124332 = -20316.035986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83429.080000 sec): 3 clusters
  Score: Raw -21361.258241 + Penalty 1682.248663 = -19679.009578
  nChanged 36
		SP:Iteration 1F (83429.250000 sec): 3 clusters
  Score: Raw -21564.534199 + Penalty 1682.248663 = -19882.285536
  nChanged 5
		SP:Iteration 2Q (83429.480000 sec): 3 clusters
  Score: Raw -21603.582429 + Penalty 1682.248663 = -19921.333766
  nChanged 2
		SP:Iteration 3Q (83429.640000 sec): 3 clusters
  Score: Raw -21639.617995 + Penalty 1682.248663 = -19957.369332
  nChanged 3
		SP:Iteration 4Q (83429.780000 sec): 3 clusters
  Score: Raw -21676.805877 + Penalty 1682.248663 = -19994.557214
  nChanged 1
		SP:Iteration 5Q (83429.970000 sec): 3 clusters
  Score: Raw -21680.877861 + Penalty 1682.248663 = -19998.629197
  nChanged 0
		SP:Iteration 6F (83430.160000 sec): 3 clusters
  Score: Raw -21680.877861 + Penalty 1682.248663 = -19998.629197
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (4442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83430.260000 sec): 2 clusters
  Score: Raw -502630.580302 + Penalty 1364.814751 = -501265.765551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83430.480000 sec): 3 clusters
  Score: Raw -500350.544925 + Penalty 2729.629501 = -497620.915423
  nChanged 1781
		SP:Iteration 1F (83430.670000 sec): 3 clusters
  Score: Raw -501492.637253 + Penalty 2729.629501 = -498763.007752
  nChanged 387
		SP:Iteration 2F (83430.880000 sec): 3 clusters
  Score: Raw -501774.094673 + Penalty 2729.629501 = -499044.465172
  nChanged 275
		SP:Iteration 3F (83431.060000 sec): 3 clusters
  Score: Raw -501939.250516 + Penalty 2729.629501 = -499209.621015
  nChanged 211
		SP:Iteration 4Q (83431.260000 sec): 3 clusters
  Score: Raw -502068.805204 + Penalty 2729.629501 = -499339.175703
  nChanged 197
		SP:Iteration 5Q (83431.430000 sec): 3 clusters
  Score: Raw -502206.160259 + Penalty 2729.629501 = -499476.530757
  nChanged 187
		SP:Iteration 6Q (83431.630000 sec): 3 clusters
  Score: Raw -502362.256331 + Penalty 2729.629501 = -499632.626830
  nChanged 207
		SP:Iteration 7Q (83431.780000 sec): 3 clusters
  Score: Raw -502557.034252 + Penalty 2729.629501 = -499827.404751
  nChanged 212
		SP:Iteration 8Q (83431.960000 sec): 3 clusters
  Score: Raw -502798.810081 + Penalty 2729.629501 = -500069.180580
  nChanged 212
		SP:Iteration 9Q (83432.150000 sec): 3 clusters
  Score: Raw -503065.854476 + Penalty 2729.629501 = -500336.224974
  nChanged 190
		SP:Iteration 10Q (83432.330000 sec): 3 clusters
  Score: Raw -503316.689672 + Penalty 2729.629501 = -500587.060170
  nChanged 170
		SP:Iteration 11Q (83432.550000 sec): 3 clusters
  Score: Raw -503573.825489 + Penalty 2729.629501 = -500844.195988
  nChanged 162
		SP:Iteration 12Q (83432.720000 sec): 3 clusters
  Score: Raw -503756.753126 + Penalty 2729.629501 = -501027.123625
  nChanged 106
		SP:Iteration 13Q (83432.910000 sec): 3 clusters
  Score: Raw -503846.082535 + Penalty 2729.629501 = -501116.453034
  nChanged 95
		SP:Iteration 14Q (83433.090000 sec): 3 clusters
  Score: Raw -503904.487272 + Penalty 2729.629501 = -501174.857771
  nChanged 60
		SP:Iteration 15Q (83433.270000 sec): 3 clusters
  Score: Raw -503928.643984 + Penalty 2729.629501 = -501199.014482
  nChanged 28
		SP:Iteration 16Q (83433.460000 sec): 3 clusters
  Score: Raw -503938.947387 + Penalty 2729.629501 = -501209.317885
  nChanged 19
		SP:Iteration 17Q (83433.650000 sec): 3 clusters
  Score: Raw -503944.484055 + Penalty 2729.629501 = -501214.854554
  nChanged 10
		SP:Iteration 18Q (83433.870000 sec): 3 clusters
  Score: Raw -503947.188425 + Penalty 2729.629501 = -501217.558923
  nChanged 5
		SP:Iteration 19Q (83434.040000 sec): 3 clusters
  Score: Raw -503949.610264 + Penalty 2729.629501 = -501219.980762
  nChanged 6
		SP:Iteration 20F (83434.230000 sec): 3 clusters
  Score: Raw -503950.971640 + Penalty 2729.629501 = -501221.342138
  nChanged 2
		SP:Iteration 21Q (83434.390000 sec): 3 clusters
  Score: Raw -503951.618969 + Penalty 2729.629501 = -501221.989467
  nChanged 3
		SP:Iteration 22Q (83434.590000 sec): 3 clusters
  Score: Raw -503952.120163 + Penalty 2729.629501 = -501222.490661
  nChanged 1
		SP:Iteration 23Q (83434.770000 sec): 3 clusters
  Score: Raw -503952.609562 + Penalty 2729.629501 = -501222.980061
  nChanged 2
		SP:Iteration 24Q (83434.940000 sec): 3 clusters
  Score: Raw -503953.159383 + Penalty 2729.629501 = -501223.529881
  nChanged 1
		SP:Iteration 25Q (83435.120000 sec): 3 clusters
  Score: Raw -503953.310295 + Penalty 2729.629501 = -501223.680793
  nChanged 1
		SP:Iteration 26Q (83435.340000 sec): 3 clusters
  Score: Raw -503953.487244 + Penalty 2729.629501 = -501223.857743
  nChanged 0
		SP:Iteration 27F (83435.530000 sec): 3 clusters
  Score: Raw -503953.487244 + Penalty 2729.629501 = -501223.857743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 42 (50424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83435.910000 sec): 2 clusters
  Score: Raw -6250033.610501 + Penalty 1759.586161 = -6248274.024339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83436.340000 sec): 3 clusters
  Score: Raw -6218088.358704 + Penalty 3519.172323 = -6214569.186381
  nChanged 23661
		SP:Iteration 1F (83436.740000 sec): 3 clusters
  Score: Raw -6231674.361035 + Penalty 3519.172323 = -6228155.188712
  nChanged 1991
		SP:Iteration 2Q (83437.110000 sec): 3 clusters
  Score: Raw -6232277.613658 + Penalty 3519.172323 = -6228758.441335
  nChanged 2053
		SP:Iteration 3Q (83437.520000 sec): 3 clusters
  Score: Raw -6232964.290889 + Penalty 3519.172323 = -6229445.118567
  nChanged 2122
		SP:Iteration 4Q (83437.910000 sec): 3 clusters
  Score: Raw -6233908.042728 + Penalty 3519.172323 = -6230388.870406
  nChanged 2492
		SP:Iteration 5Q (83438.310000 sec): 3 clusters
  Score: Raw -6235241.371582 + Penalty 3519.172323 = -6231722.199260
  nChanged 2921
		SP:Iteration 6F (83438.690000 sec): 3 clusters
  Score: Raw -6237139.983557 + Penalty 3519.172323 = -6233620.811234
  nChanged 3359
		SP:Iteration 7F (83439.100000 sec): 3 clusters
  Score: Raw -6239663.537221 + Penalty 3519.172323 = -6236144.364899
  nChanged 3470
		SP:Iteration 8F (83439.480000 sec): 3 clusters
  Score: Raw -6242631.040228 + Penalty 3519.172323 = -6239111.867906
  nChanged 3027
		SP:Iteration 9F (83439.860000 sec): 3 clusters
  Score: Raw -6245276.323422 + Penalty 3519.172323 = -6241757.151099
  nChanged 2282
		SP:Iteration 10Q (83440.300000 sec): 3 clusters
  Score: Raw -6247229.967275 + Penalty 3519.172323 = -6243710.794953
  nChanged 1463
		SP:Iteration 11Q (83440.720000 sec): 3 clusters
  Score: Raw -6248474.272217 + Penalty 3519.172323 = -6244955.099895
  nChanged 916
		SP:Iteration 12Q (83441.170000 sec): 3 clusters
  Score: Raw -6249225.809606 + Penalty 3519.172323 = -6245706.637283
  nChanged 541
		SP:Iteration 13Q (83441.600000 sec): 3 clusters
  Score: Raw -6249667.431114 + Penalty 3519.172323 = -6246148.258791
  nChanged 358
		SP:Iteration 14Q (83442.070000 sec): 3 clusters
  Score: Raw -6249970.912942 + Penalty 3519.172323 = -6246451.740619
  nChanged 251
		SP:Iteration 15Q (83442.470000 sec): 3 clusters
  Score: Raw -6250158.961973 + Penalty 3519.172323 = -6246639.789650
  nChanged 178
		SP:Iteration 16Q (83442.860000 sec): 3 clusters
  Score: Raw -6250277.051809 + Penalty 3519.172323 = -6246757.879487
  nChanged 119
		SP:Iteration 17Q (83443.260000 sec): 3 clusters
  Score: Raw -6250350.521341 + Penalty 3519.172323 = -6246831.349019
  nChanged 84
		SP:Iteration 18Q (83443.640000 sec): 3 clusters
  Score: Raw -6250397.477000 + Penalty 3519.172323 = -6246878.304678
  nChanged 62
		SP:Iteration 19Q (83443.980000 sec): 3 clusters
  Score: Raw -6250427.238604 + Penalty 3519.172323 = -6246908.066282
  nChanged 41
		SP:Iteration 20F (83444.350000 sec): 3 clusters
  Score: Raw -6250440.966538 + Penalty 3519.172323 = -6246921.794215
  nChanged 23
		SP:Iteration 21Q (83444.700000 sec): 3 clusters
  Score: Raw -6250448.510285 + Penalty 3519.172323 = -6246929.337962
  nChanged 22
		SP:Iteration 22Q (83445.050000 sec): 3 clusters
  Score: Raw -6250457.592724 + Penalty 3519.172323 = -6246938.420402
  nChanged 24
		SP:Iteration 23Q (83445.420000 sec): 3 clusters
  Score: Raw -6250468.072377 + Penalty 3519.172323 = -6246948.900054
  nChanged 17
		SP:Iteration 24Q (83445.820000 sec): 3 clusters
  Score: Raw -6250474.259256 + Penalty 3519.172323 = -6246955.086933
  nChanged 21
		SP:Iteration 25Q (83446.200000 sec): 3 clusters
  Score: Raw -6250481.540947 + Penalty 3519.172323 = -6246962.368624
  nChanged 16
		SP:Iteration 26Q (83446.560000 sec): 3 clusters
  Score: Raw -6250486.068279 + Penalty 3519.172323 = -6246966.895956
  nChanged 11
		SP:Iteration 27Q (83446.920000 sec): 3 clusters
  Score: Raw -6250489.699825 + Penalty 3519.172323 = -6246970.527502
  nChanged 8
		SP:Iteration 28Q (83447.260000 sec): 3 clusters
  Score: Raw -6250492.429048 + Penalty 3519.172323 = -6246973.256725
  nChanged 7
		SP:Iteration 29Q (83447.610000 sec): 3 clusters
  Score: Raw -6250495.213734 + Penalty 3519.172323 = -6246976.041411
  nChanged 6
		SP:Iteration 30Q (83447.980000 sec): 3 clusters
  Score: Raw -6250497.646440 + Penalty 3519.172323 = -6246978.474117
  nChanged 5
		SP:Iteration 31Q (83448.350000 sec): 3 clusters
  Score: Raw -6250500.023438 + Penalty 3519.172323 = -6246980.851115
  nChanged 5
		SP:Iteration 32Q (83448.680000 sec): 3 clusters
  Score: Raw -6250501.957259 + Penalty 3519.172323 = -6246982.784936
  nChanged 6
		SP:Iteration 33Q (83449.060000 sec): 3 clusters
  Score: Raw -6250504.001634 + Penalty 3519.172323 = -6246984.829312
  nChanged 6
		SP:Iteration 34Q (83449.440000 sec): 3 clusters
  Score: Raw -6250506.590438 + Penalty 3519.172323 = -6246987.418115
  nChanged 7
		SP:Iteration 35Q (83449.810000 sec): 3 clusters
  Score: Raw -6250509.342618 + Penalty 3519.172323 = -6246990.170295
  nChanged 8
		SP:Iteration 36Q (83450.180000 sec): 3 clusters
  Score: Raw -6250511.644836 + Penalty 3519.172323 = -6246992.472513
  nChanged 5
		SP:Iteration 37Q (83450.560000 sec): 3 clusters
  Score: Raw -6250512.995329 + Penalty 3519.172323 = -6246993.823007
  nChanged 6
		SP:Iteration 38Q (83450.970000 sec): 3 clusters
  Score: Raw -6250514.294236 + Penalty 3519.172323 = -6246995.121913
  nChanged 4
		SP:Iteration 39Q (83451.360000 sec): 3 clusters
  Score: Raw -6250515.374492 + Penalty 3519.172323 = -6246996.202169
  nChanged 4
		SP:Iteration 40F (83451.770000 sec): 3 clusters
  Score: Raw -6250516.655847 + Penalty 3519.172323 = -6246997.483524
  nChanged 4
		SP:Iteration 41Q (83452.170000 sec): 3 clusters
  Score: Raw -6250518.083524 + Penalty 3519.172323 = -6246998.911202
  nChanged 2
		SP:Iteration 42Q (83452.550000 sec): 3 clusters
  Score: Raw -6250518.350794 + Penalty 3519.172323 = -6246999.178471
  nChanged 2
		SP:Iteration 43Q (83452.900000 sec): 3 clusters
  Score: Raw -6250518.885195 + Penalty 3519.172323 = -6246999.712873
  nChanged 0
		SP:Iteration 44F (83453.320000 sec): 3 clusters
  Score: Raw -6250518.885195 + Penalty 3519.172323 = -6246999.712873
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83453.450000 sec): 2 clusters
  Score: Raw -191619.754957 + Penalty 1204.868093 = -190414.886863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83453.670000 sec): 3 clusters
  Score: Raw -190940.627949 + Penalty 2409.736186 = -188530.891763
  nChanged 580
		SP:Iteration 1F (83453.830000 sec): 3 clusters
  Score: Raw -191393.223226 + Penalty 2409.736186 = -188983.487040
  nChanged 135
		SP:Iteration 2F (83453.960000 sec): 3 clusters
  Score: Raw -191506.612676 + Penalty 2409.736186 = -189096.876489
  nChanged 90
		SP:Iteration 3F (83454.110000 sec): 3 clusters
  Score: Raw -191584.892502 + Penalty 2409.736186 = -189175.156316
  nChanged 79
		SP:Iteration 4Q (83454.310000 sec): 3 clusters
  Score: Raw -191653.663352 + Penalty 2409.736186 = -189243.927165
  nChanged 61
		SP:Iteration 5Q (83454.480000 sec): 3 clusters
  Score: Raw -191704.165678 + Penalty 2409.736186 = -189294.429492
  nChanged 50
		SP:Iteration 6Q (83454.670000 sec): 3 clusters
  Score: Raw -191739.440648 + Penalty 2409.736186 = -189329.704462
  nChanged 37
		SP:Iteration 7Q (83454.810000 sec): 3 clusters
  Score: Raw -191769.054775 + Penalty 2409.736186 = -189359.318589
  nChanged 34
		SP:Iteration 8Q (83455.020000 sec): 3 clusters
  Score: Raw -191793.978956 + Penalty 2409.736186 = -189384.242770
  nChanged 26
		SP:Iteration 9Q (83455.160000 sec): 3 clusters
  Score: Raw -191816.882455 + Penalty 2409.736186 = -189407.146269
  nChanged 28
		SP:Iteration 10Q (83455.350000 sec): 3 clusters
  Score: Raw -191840.331498 + Penalty 2409.736186 = -189430.595311
  nChanged 24
		SP:Iteration 11Q (83455.510000 sec): 3 clusters
  Score: Raw -191864.232536 + Penalty 2409.736186 = -189454.496349
  nChanged 19
		SP:Iteration 12Q (83455.670000 sec): 3 clusters
  Score: Raw -191880.231028 + Penalty 2409.736186 = -189470.494841
  nChanged 20
		SP:Iteration 13Q (83455.850000 sec): 3 clusters
  Score: Raw -191899.840304 + Penalty 2409.736186 = -189490.104117
  nChanged 22
		SP:Iteration 14Q (83456.000000 sec): 3 clusters
  Score: Raw -191919.918473 + Penalty 2409.736186 = -189510.182287
  nChanged 18
		SP:Iteration 15Q (83456.200000 sec): 3 clusters
  Score: Raw -191930.560467 + Penalty 2409.736186 = -189520.824281
  nChanged 12
		SP:Iteration 16Q (83456.370000 sec): 3 clusters
  Score: Raw -191942.081824 + Penalty 2409.736186 = -189532.345638
  nChanged 12
		SP:Iteration 17Q (83456.570000 sec): 3 clusters
  Score: Raw -191950.939937 + Penalty 2409.736186 = -189541.203751
  nChanged 10
		SP:Iteration 18Q (83456.730000 sec): 3 clusters
  Score: Raw -191960.965705 + Penalty 2409.736186 = -189551.229519
  nChanged 6
		SP:Iteration 19Q (83456.950000 sec): 3 clusters
  Score: Raw -191967.387451 + Penalty 2409.736186 = -189557.651265
  nChanged 11
		SP:Iteration 20F (83457.100000 sec): 3 clusters
  Score: Raw -191989.312761 + Penalty 2409.736186 = -189579.576574
  nChanged 14
		SP:Iteration 21Q (83457.260000 sec): 3 clusters
  Score: Raw -192010.561064 + Penalty 2409.736186 = -189600.824878
  nChanged 17
		SP:Iteration 22Q (83457.430000 sec): 3 clusters
  Score: Raw -192026.112016 + Penalty 2409.736186 = -189616.375830
  nChanged 16
		SP:Iteration 23Q (83457.620000 sec): 3 clusters
  Score: Raw -192041.660954 + Penalty 2409.736186 = -189631.924767
  nChanged 16
		SP:Iteration 24Q (83457.810000 sec): 3 clusters
  Score: Raw -192059.182838 + Penalty 2409.736186 = -189649.446651
  nChanged 21
		SP:Iteration 25Q (83458.010000 sec): 3 clusters
  Score: Raw -192083.351767 + Penalty 2409.736186 = -189673.615581
  nChanged 16
		SP:Iteration 26Q (83458.150000 sec): 3 clusters
  Score: Raw -192096.190208 + Penalty 2409.736186 = -189686.454021
  nChanged 15
		SP:Iteration 27Q (83458.330000 sec): 3 clusters
  Score: Raw -192108.546161 + Penalty 2409.736186 = -189698.809974
  nChanged 13
		SP:Iteration 28Q (83458.550000 sec): 3 clusters
  Score: Raw -192121.223439 + Penalty 2409.736186 = -189711.487253
  nChanged 13
		SP:Iteration 29Q (83458.720000 sec): 3 clusters
  Score: Raw -192137.146078 + Penalty 2409.736186 = -189727.409892
  nChanged 11
		SP:Iteration 30Q (83458.880000 sec): 3 clusters
  Score: Raw -192149.876110 + Penalty 2409.736186 = -189740.139924
  nChanged 19
		SP:Iteration 31Q (83459.060000 sec): 3 clusters
  Score: Raw -192165.268978 + Penalty 2409.736186 = -189755.532792
  nChanged 11
		SP:Iteration 32Q (83459.230000 sec): 3 clusters
  Score: Raw -192171.928671 + Penalty 2409.736186 = -189762.192485
  nChanged 10
		SP:Iteration 33Q (83459.410000 sec): 3 clusters
  Score: Raw -192179.012810 + Penalty 2409.736186 = -189769.276624
  nChanged 6
		SP:Iteration 34Q (83459.520000 sec): 3 clusters
  Score: Raw -192184.083958 + Penalty 2409.736186 = -189774.347772
  nChanged 4
		SP:Iteration 35Q (83459.730000 sec): 3 clusters
  Score: Raw -192188.992918 + Penalty 2409.736186 = -189779.256731
  nChanged 3
		SP:Iteration 36Q (83459.880000 sec): 3 clusters
  Score: Raw -192190.926514 + Penalty 2409.736186 = -189781.190328
  nChanged 4
		SP:Iteration 37Q (83460.050000 sec): 3 clusters
  Score: Raw -192192.817252 + Penalty 2409.736186 = -189783.081065
  nChanged 2
		SP:Iteration 38Q (83460.280000 sec): 3 clusters
  Score: Raw -192194.077815 + Penalty 2409.736186 = -189784.341628
  nChanged 2
		SP:Iteration 39Q (83460.440000 sec): 3 clusters
  Score: Raw -192195.965673 + Penalty 2409.736186 = -189786.229486
  nChanged 5
		SP:Iteration 40F (83460.600000 sec): 3 clusters
  Score: Raw -192199.164331 + Penalty 2409.736186 = -189789.428145
  nChanged 3
		SP:Iteration 41Q (83460.770000 sec): 3 clusters
  Score: Raw -192201.952898 + Penalty 2409.736186 = -189792.216712
  nChanged 1
		SP:Iteration 42Q (83460.960000 sec): 3 clusters
  Score: Raw -192202.463325 + Penalty 2409.736186 = -189792.727139
  nChanged 1
		SP:Iteration 43Q (83461.120000 sec): 3 clusters
  Score: Raw -192202.712453 + Penalty 2409.736186 = -189792.976266
  nChanged 0
		SP:Iteration 44F (83461.320000 sec): 3 clusters
  Score: Raw -192202.712453 + Penalty 2409.736186 = -189792.976266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (17636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83461.490000 sec): 2 clusters
  Score: Raw -2015527.297343 + Penalty 1588.875851 = -2013938.421491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83461.740000 sec): 3 clusters
  Score: Raw -2005019.410143 + Penalty 3177.751703 = -2001841.658440
  nChanged 7874
		SP:Iteration 1F (83461.990000 sec): 3 clusters
  Score: Raw -2009790.994442 + Penalty 3177.751703 = -2006613.242739
  nChanged 1176
		SP:Iteration 2F (83462.180000 sec): 3 clusters
  Score: Raw -2010573.915734 + Penalty 3177.751703 = -2007396.164032
  nChanged 1214
		SP:Iteration 3F (83462.440000 sec): 3 clusters
  Score: Raw -2011574.944935 + Penalty 3177.751703 = -2008397.193233
  nChanged 1311
		SP:Iteration 4F (83462.700000 sec): 3 clusters
  Score: Raw -2012678.744343 + Penalty 3177.751703 = -2009500.992640
  nChanged 1263
		SP:Iteration 5F (83462.960000 sec): 3 clusters
  Score: Raw -2013698.022689 + Penalty 3177.751703 = -2010520.270986
  nChanged 1044
		SP:Iteration 6F (83463.210000 sec): 3 clusters
  Score: Raw -2014477.825809 + Penalty 3177.751703 = -2011300.074107
  nChanged 838
		SP:Iteration 7Q (83463.470000 sec): 3 clusters
  Score: Raw -2015022.358034 + Penalty 3177.751703 = -2011844.606332
  nChanged 652
		SP:Iteration 8Q (83463.690000 sec): 3 clusters
  Score: Raw -2015391.469166 + Penalty 3177.751703 = -2012213.717463
  nChanged 501
		SP:Iteration 9Q (83463.940000 sec): 3 clusters
  Score: Raw -2015665.039879 + Penalty 3177.751703 = -2012487.288176
  nChanged 408
		SP:Iteration 10Q (83464.180000 sec): 3 clusters
  Score: Raw -2015848.480276 + Penalty 3177.751703 = -2012670.728573
  nChanged 321
		SP:Iteration 11Q (83464.410000 sec): 3 clusters
  Score: Raw -2015966.450658 + Penalty 3177.751703 = -2012788.698956
  nChanged 233
		SP:Iteration 12Q (83464.670000 sec): 3 clusters
  Score: Raw -2016033.036942 + Penalty 3177.751703 = -2012855.285239
  nChanged 169
		SP:Iteration 13Q (83464.910000 sec): 3 clusters
  Score: Raw -2016080.382806 + Penalty 3177.751703 = -2012902.631103
  nChanged 149
		SP:Iteration 14Q (83465.130000 sec): 3 clusters
  Score: Raw -2016124.305766 + Penalty 3177.751703 = -2012946.554063
  nChanged 146
		SP:Iteration 15Q (83465.360000 sec): 3 clusters
  Score: Raw -2016165.634704 + Penalty 3177.751703 = -2012987.883001
  nChanged 138
		SP:Iteration 16Q (83465.650000 sec): 3 clusters
  Score: Raw -2016197.421939 + Penalty 3177.751703 = -2013019.670237
  nChanged 102
		SP:Iteration 17Q (83465.890000 sec): 3 clusters
  Score: Raw -2016217.707962 + Penalty 3177.751703 = -2013039.956260
  nChanged 87
		SP:Iteration 18Q (83466.140000 sec): 3 clusters
  Score: Raw -2016234.273545 + Penalty 3177.751703 = -2013056.521842
  nChanged 85
		SP:Iteration 19Q (83466.400000 sec): 3 clusters
  Score: Raw -2016250.902931 + Penalty 3177.751703 = -2013073.151228
  nChanged 74
		SP:Iteration 20F (83466.650000 sec): 3 clusters
  Score: Raw -2016262.824306 + Penalty 3177.751703 = -2013085.072603
  nChanged 60
		SP:Iteration 21Q (83466.940000 sec): 3 clusters
  Score: Raw -2016272.429891 + Penalty 3177.751703 = -2013094.678188
  nChanged 49
		SP:Iteration 22Q (83467.190000 sec): 3 clusters
  Score: Raw -2016279.545313 + Penalty 3177.751703 = -2013101.793610
  nChanged 50
		SP:Iteration 23Q (83467.460000 sec): 3 clusters
  Score: Raw -2016287.085083 + Penalty 3177.751703 = -2013109.333380
  nChanged 52
		SP:Iteration 24Q (83467.710000 sec): 3 clusters
  Score: Raw -2016295.482525 + Penalty 3177.751703 = -2013117.730822
  nChanged 46
		SP:Iteration 25Q (83467.930000 sec): 3 clusters
  Score: Raw -2016302.459381 + Penalty 3177.751703 = -2013124.707678
  nChanged 47
		SP:Iteration 26Q (83468.160000 sec): 3 clusters
  Score: Raw -2016308.549258 + Penalty 3177.751703 = -2013130.797555
  nChanged 46
		SP:Iteration 27Q (83468.420000 sec): 3 clusters
  Score: Raw -2016315.504227 + Penalty 3177.751703 = -2013137.752524
  nChanged 42
		SP:Iteration 28Q (83468.690000 sec): 3 clusters
  Score: Raw -2016321.782099 + Penalty 3177.751703 = -2013144.030397
  nChanged 46
		SP:Iteration 29Q (83468.940000 sec): 3 clusters
  Score: Raw -2016328.500683 + Penalty 3177.751703 = -2013150.748981
  nChanged 36
		SP:Iteration 30Q (83469.200000 sec): 3 clusters
  Score: Raw -2016333.269148 + Penalty 3177.751703 = -2013155.517446
  nChanged 42
		SP:Iteration 31Q (83469.470000 sec): 3 clusters
  Score: Raw -2016338.746833 + Penalty 3177.751703 = -2013160.995131
  nChanged 37
		SP:Iteration 32Q (83469.700000 sec): 3 clusters
  Score: Raw -2016343.964999 + Penalty 3177.751703 = -2013166.213297
  nChanged 41
		SP:Iteration 33Q (83469.920000 sec): 3 clusters
  Score: Raw -2016350.018802 + Penalty 3177.751703 = -2013172.267099
  nChanged 45
		SP:Iteration 34Q (83470.170000 sec): 3 clusters
  Score: Raw -2016357.914781 + Penalty 3177.751703 = -2013180.163079
  nChanged 46
		SP:Iteration 35Q (83470.440000 sec): 3 clusters
  Score: Raw -2016367.072033 + Penalty 3177.751703 = -2013189.320331
  nChanged 50
		SP:Iteration 36Q (83470.630000 sec): 3 clusters
  Score: Raw -2016375.102051 + Penalty 3177.751703 = -2013197.350349
  nChanged 33
		SP:Iteration 37Q (83470.900000 sec): 3 clusters
  Score: Raw -2016379.619275 + Penalty 3177.751703 = -2013201.867573
  nChanged 35
		SP:Iteration 38Q (83471.120000 sec): 3 clusters
  Score: Raw -2016385.029561 + Penalty 3177.751703 = -2013207.277859
  nChanged 36
		SP:Iteration 39Q (83471.350000 sec): 3 clusters
  Score: Raw -2016391.525412 + Penalty 3177.751703 = -2013213.773709
  nChanged 29
		SP:Iteration 40F (83471.620000 sec): 3 clusters
  Score: Raw -2016396.063496 + Penalty 3177.751703 = -2013218.311794
  nChanged 29
		SP:Iteration 41Q (83471.850000 sec): 3 clusters
  Score: Raw -2016400.687979 + Penalty 3177.751703 = -2013222.936277
  nChanged 32
		SP:Iteration 42Q (83472.120000 sec): 3 clusters
  Score: Raw -2016405.713762 + Penalty 3177.751703 = -2013227.962060
  nChanged 26
		SP:Iteration 43Q (83472.380000 sec): 3 clusters
  Score: Raw -2016409.815570 + Penalty 3177.751703 = -2013232.063868
  nChanged 26
		SP:Iteration 44Q (83472.640000 sec): 3 clusters
  Score: Raw -2016413.109892 + Penalty 3177.751703 = -2013235.358190
  nChanged 18
		SP:Iteration 45Q (83472.880000 sec): 3 clusters
  Score: Raw -2016415.764849 + Penalty 3177.751703 = -2013238.013147
  nChanged 18
		SP:Iteration 46Q (83473.140000 sec): 3 clusters
  Score: Raw -2016418.513104 + Penalty 3177.751703 = -2013240.761401
  nChanged 21
		SP:Iteration 47Q (83473.380000 sec): 3 clusters
  Score: Raw -2016421.429158 + Penalty 3177.751703 = -2013243.677456
  nChanged 20
		SP:Iteration 48Q (83473.620000 sec): 3 clusters
  Score: Raw -2016424.100591 + Penalty 3177.751703 = -2013246.348889
  nChanged 14
		SP:Iteration 49Q (83473.900000 sec): 3 clusters
  Score: Raw -2016425.970181 + Penalty 3177.751703 = -2013248.218478
  nChanged 18
		SP:Iteration 50Q (83474.090000 sec): 3 clusters
  Score: Raw -2016428.664078 + Penalty 3177.751703 = -2013250.912375
  nChanged 25
		SP:Iteration 51Q (83474.320000 sec): 3 clusters
  Score: Raw -2016432.694507 + Penalty 3177.751703 = -2013254.942804
  nChanged 26
		SP:Iteration 52Q (83474.600000 sec): 3 clusters
  Score: Raw -2016438.066190 + Penalty 3177.751703 = -2013260.314488
  nChanged 34
		SP:Iteration 53Q (83474.870000 sec): 3 clusters
  Score: Raw -2016444.290906 + Penalty 3177.751703 = -2013266.539203
  nChanged 26
		SP:Iteration 54Q (83475.130000 sec): 3 clusters
  Score: Raw -2016448.230823 + Penalty 3177.751703 = -2013270.479120
  nChanged 24
		SP:Iteration 55Q (83475.370000 sec): 3 clusters
  Score: Raw -2016453.317982 + Penalty 3177.751703 = -2013275.566280
  nChanged 23
		SP:Iteration 56Q (83475.640000 sec): 3 clusters
  Score: Raw -2016456.704054 + Penalty 3177.751703 = -2013278.952351
  nChanged 13
		SP:Iteration 57Q (83475.900000 sec): 3 clusters
  Score: Raw -2016458.197646 + Penalty 3177.751703 = -2013280.445944
  nChanged 12
		SP:Iteration 58Q (83476.120000 sec): 3 clusters
  Score: Raw -2016459.744420 + Penalty 3177.751703 = -2013281.992717
  nChanged 13
		SP:Iteration 59Q (83476.380000 sec): 3 clusters
  Score: Raw -2016461.356497 + Penalty 3177.751703 = -2013283.604795
  nChanged 12
		SP:Iteration 60F (83476.670000 sec): 3 clusters
  Score: Raw -2016462.827411 + Penalty 3177.751703 = -2013285.075709
  nChanged 14
		SP:Iteration 61Q (83476.930000 sec): 3 clusters
  Score: Raw -2016465.024979 + Penalty 3177.751703 = -2013287.273276
  nChanged 13
		SP:Iteration 62Q (83477.200000 sec): 3 clusters
  Score: Raw -2016467.215938 + Penalty 3177.751703 = -2013289.464236
  nChanged 11
		SP:Iteration 63Q (83477.430000 sec): 3 clusters
  Score: Raw -2016468.627105 + Penalty 3177.751703 = -2013290.875403
  nChanged 9
		SP:Iteration 64Q (83477.680000 sec): 3 clusters
  Score: Raw -2016469.722325 + Penalty 3177.751703 = -2013291.970623
  nChanged 8
		SP:Iteration 65Q (83477.990000 sec): 3 clusters
  Score: Raw -2016470.550558 + Penalty 3177.751703 = -2013292.798855
  nChanged 11
		SP:Iteration 66Q (83478.200000 sec): 3 clusters
  Score: Raw -2016471.851567 + Penalty 3177.751703 = -2013294.099864
  nChanged 8
		SP:Iteration 67Q (83478.480000 sec): 3 clusters
  Score: Raw -2016473.004660 + Penalty 3177.751703 = -2013295.252957
  nChanged 8
		SP:Iteration 68Q (83478.720000 sec): 3 clusters
  Score: Raw -2016474.526524 + Penalty 3177.751703 = -2013296.774822
  nChanged 8
		SP:Iteration 69Q (83478.980000 sec): 3 clusters
  Score: Raw -2016476.078800 + Penalty 3177.751703 = -2013298.327097
  nChanged 13
		SP:Iteration 70Q (83479.230000 sec): 3 clusters
  Score: Raw -2016477.952027 + Penalty 3177.751703 = -2013300.200324
  nChanged 12
		SP:Iteration 71Q (83479.480000 sec): 3 clusters
  Score: Raw -2016479.533462 + Penalty 3177.751703 = -2013301.781760
  nChanged 8
		SP:Iteration 72Q (83479.750000 sec): 3 clusters
  Score: Raw -2016480.492619 + Penalty 3177.751703 = -2013302.740916
  nChanged 14
		SP:Iteration 73Q (83480.020000 sec): 3 clusters
  Score: Raw -2016481.911113 + Penalty 3177.751703 = -2013304.159410
  nChanged 8
		SP:Iteration 74Q (83480.260000 sec): 3 clusters
  Score: Raw -2016482.945359 + Penalty 3177.751703 = -2013305.193656
  nChanged 7
		SP:Iteration 75Q (83480.520000 sec): 3 clusters
  Score: Raw -2016483.886575 + Penalty 3177.751703 = -2013306.134872
  nChanged 6
		SP:Iteration 76Q (83480.760000 sec): 3 clusters
  Score: Raw -2016484.768411 + Penalty 3177.751703 = -2013307.016708
  nChanged 6
		SP:Iteration 77Q (83481.030000 sec): 3 clusters
  Score: Raw -2016485.528421 + Penalty 3177.751703 = -2013307.776718
  nChanged 3
		SP:Iteration 78Q (83481.270000 sec): 3 clusters
  Score: Raw -2016485.882340 + Penalty 3177.751703 = -2013308.130638
  nChanged 3
		SP:Iteration 79Q (83481.490000 sec): 3 clusters
  Score: Raw -2016486.161271 + Penalty 3177.751703 = -2013308.409568
  nChanged 1
		SP:Iteration 80F (83481.720000 sec): 3 clusters
  Score: Raw -2016486.220023 + Penalty 3177.751703 = -2013308.468321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83481.840000 sec): 2 clusters
  Score: Raw -866405.882639 + Penalty 1438.418566 = -864967.464073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83482.090000 sec): 3 clusters
  Score: Raw -862644.251159 + Penalty 2876.837132 = -859767.414027
  nChanged 2957
		SP:Iteration 1F (83482.290000 sec): 3 clusters
  Score: Raw -864228.502289 + Penalty 2876.837132 = -861351.665157
  nChanged 462
		SP:Iteration 2F (83482.480000 sec): 3 clusters
  Score: Raw -864457.514897 + Penalty 2876.837132 = -861580.677766
  nChanged 353
		SP:Iteration 3F (83482.660000 sec): 3 clusters
  Score: Raw -864632.866441 + Penalty 2876.837132 = -861756.029309
  nChanged 324
		SP:Iteration 4Q (83482.880000 sec): 3 clusters
  Score: Raw -864811.620195 + Penalty 2876.837132 = -861934.783063
  nChanged 334
		SP:Iteration 5Q (83483.100000 sec): 3 clusters
  Score: Raw -865008.795268 + Penalty 2876.837132 = -862131.958136
  nChanged 314
		SP:Iteration 6Q (83483.310000 sec): 3 clusters
  Score: Raw -865226.296927 + Penalty 2876.837132 = -862349.459795
  nChanged 335
		SP:Iteration 7Q (83483.500000 sec): 3 clusters
  Score: Raw -865475.260882 + Penalty 2876.837132 = -862598.423750
  nChanged 357
		SP:Iteration 8F (83483.670000 sec): 3 clusters
  Score: Raw -865789.792675 + Penalty 2876.837132 = -862912.955543
  nChanged 343
		SP:Iteration 9Q (83483.880000 sec): 3 clusters
  Score: Raw -866106.256160 + Penalty 2876.837132 = -863229.419028
  nChanged 279
		SP:Iteration 10Q (83484.080000 sec): 3 clusters
  Score: Raw -866325.026431 + Penalty 2876.837132 = -863448.189300
  nChanged 227
		SP:Iteration 11Q (83484.270000 sec): 3 clusters
  Score: Raw -866461.322040 + Penalty 2876.837132 = -863584.484909
  nChanged 171
		SP:Iteration 12Q (83484.490000 sec): 3 clusters
  Score: Raw -866543.531734 + Penalty 2876.837132 = -863666.694603
  nChanged 110
		SP:Iteration 13Q (83484.710000 sec): 3 clusters
  Score: Raw -866586.832623 + Penalty 2876.837132 = -863709.995491
  nChanged 89
		SP:Iteration 14Q (83484.900000 sec): 3 clusters
  Score: Raw -866616.634324 + Penalty 2876.837132 = -863739.797192
  nChanged 68
		SP:Iteration 15Q (83485.080000 sec): 3 clusters
  Score: Raw -866638.024415 + Penalty 2876.837132 = -863761.187284
  nChanged 49
		SP:Iteration 16Q (83485.260000 sec): 3 clusters
  Score: Raw -866649.928047 + Penalty 2876.837132 = -863773.090915
  nChanged 29
		SP:Iteration 17Q (83485.440000 sec): 3 clusters
  Score: Raw -866655.562280 + Penalty 2876.837132 = -863778.725149
  nChanged 21
		SP:Iteration 18Q (83485.660000 sec): 3 clusters
  Score: Raw -866661.030856 + Penalty 2876.837132 = -863784.193724
  nChanged 23
		SP:Iteration 19Q (83485.880000 sec): 3 clusters
  Score: Raw -866666.632272 + Penalty 2876.837132 = -863789.795140
  nChanged 21
		SP:Iteration 20F (83486.040000 sec): 3 clusters
  Score: Raw -866669.539306 + Penalty 2876.837132 = -863792.702175
  nChanged 12
		SP:Iteration 21Q (83486.260000 sec): 3 clusters
  Score: Raw -866671.353715 + Penalty 2876.837132 = -863794.516583
  nChanged 10
		SP:Iteration 22Q (83486.460000 sec): 3 clusters
  Score: Raw -866673.096494 + Penalty 2876.837132 = -863796.259362
  nChanged 9
		SP:Iteration 23Q (83486.650000 sec): 3 clusters
  Score: Raw -866674.746380 + Penalty 2876.837132 = -863797.909248
  nChanged 12
		SP:Iteration 24Q (83486.830000 sec): 3 clusters
  Score: Raw -866677.092773 + Penalty 2876.837132 = -863800.255642
  nChanged 8
		SP:Iteration 25Q (83487.020000 sec): 3 clusters
  Score: Raw -866679.132758 + Penalty 2876.837132 = -863802.295626
  nChanged 7
		SP:Iteration 26Q (83487.210000 sec): 3 clusters
  Score: Raw -866681.126324 + Penalty 2876.837132 = -863804.289192
  nChanged 11
		SP:Iteration 27Q (83487.410000 sec): 3 clusters
  Score: Raw -866682.886090 + Penalty 2876.837132 = -863806.048959
  nChanged 11
		SP:Iteration 28Q (83487.580000 sec): 3 clusters
  Score: Raw -866685.640903 + Penalty 2876.837132 = -863808.803771
  nChanged 13
		SP:Iteration 29Q (83487.760000 sec): 3 clusters
  Score: Raw -866687.953932 + Penalty 2876.837132 = -863811.116800
  nChanged 13
		SP:Iteration 30Q (83487.950000 sec): 3 clusters
  Score: Raw -866690.411804 + Penalty 2876.837132 = -863813.574672
  nChanged 13
		SP:Iteration 31Q (83488.170000 sec): 3 clusters
  Score: Raw -866692.705626 + Penalty 2876.837132 = -863815.868495
  nChanged 4
		SP:Iteration 32Q (83488.380000 sec): 3 clusters
  Score: Raw -866693.452889 + Penalty 2876.837132 = -863816.615757
  nChanged 6
		SP:Iteration 33Q (83488.590000 sec): 3 clusters
  Score: Raw -866694.379598 + Penalty 2876.837132 = -863817.542466
  nChanged 6
		SP:Iteration 34Q (83488.800000 sec): 3 clusters
  Score: Raw -866695.317778 + Penalty 2876.837132 = -863818.480646
  nChanged 5
		SP:Iteration 35Q (83488.970000 sec): 3 clusters
  Score: Raw -866695.944517 + Penalty 2876.837132 = -863819.107385
  nChanged 2
		SP:Iteration 36Q (83489.200000 sec): 3 clusters
  Score: Raw -866696.404618 + Penalty 2876.837132 = -863819.567486
  nChanged 3
		SP:Iteration 37Q (83489.380000 sec): 3 clusters
  Score: Raw -866696.683248 + Penalty 2876.837132 = -863819.846117
  nChanged 3
		SP:Iteration 38Q (83489.580000 sec): 3 clusters
  Score: Raw -866697.149370 + Penalty 2876.837132 = -863820.312238
  nChanged 3
		SP:Iteration 39Q (83489.760000 sec): 3 clusters
  Score: Raw -866697.608653 + Penalty 2876.837132 = -863820.771522
  nChanged 3
		SP:Iteration 40F (83489.960000 sec): 3 clusters
  Score: Raw -866697.869533 + Penalty 2876.837132 = -863821.032402
  nChanged 2
		SP:Iteration 41Q (83490.160000 sec): 3 clusters
  Score: Raw -866697.996642 + Penalty 2876.837132 = -863821.159510
  nChanged 2
		SP:Iteration 42Q (83490.340000 sec): 3 clusters
  Score: Raw -866698.164755 + Penalty 2876.837132 = -863821.327623
  nChanged 0
		SP:Iteration 43F (83490.500000 sec): 3 clusters
  Score: Raw -866698.164755 + Penalty 2876.837132 = -863821.327623
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83490.610000 sec): 2 clusters
  Score: Raw -162341.184986 + Penalty 1186.655669 = -161154.529317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83490.800000 sec): 3 clusters
  Score: Raw -161852.030208 + Penalty 2373.311338 = -159478.718871
  nChanged 480
		SP:Iteration 1F (83490.980000 sec): 3 clusters
  Score: Raw -162514.426448 + Penalty 2373.311338 = -160141.115110
  nChanged 162
		SP:Iteration 2F (83491.150000 sec): 3 clusters
  Score: Raw -162785.518183 + Penalty 2373.311338 = -160412.206845
  nChanged 90
		SP:Iteration 3F (83491.310000 sec): 3 clusters
  Score: Raw -162941.570724 + Penalty 2373.311338 = -160568.259386
  nChanged 92
		SP:Iteration 4F (83491.500000 sec): 3 clusters
  Score: Raw -163058.285032 + Penalty 2373.311338 = -160684.973695
  nChanged 63
		SP:Iteration 5Q (83491.650000 sec): 3 clusters
  Score: Raw -163130.114401 + Penalty 2373.311338 = -160756.803063
  nChanged 44
		SP:Iteration 6Q (83491.820000 sec): 3 clusters
  Score: Raw -163199.334800 + Penalty 2373.311338 = -160826.023462
  nChanged 30
		SP:Iteration 7Q (83491.990000 sec): 3 clusters
  Score: Raw -163250.041056 + Penalty 2373.311338 = -160876.729719
  nChanged 25
		SP:Iteration 8Q (83492.160000 sec): 3 clusters
  Score: Raw -163293.032559 + Penalty 2373.311338 = -160919.721221
  nChanged 22
		SP:Iteration 9Q (83492.310000 sec): 3 clusters
  Score: Raw -163318.083705 + Penalty 2373.311338 = -160944.772367
  nChanged 22
		SP:Iteration 10Q (83492.490000 sec): 3 clusters
  Score: Raw -163335.941992 + Penalty 2373.311338 = -160962.630654
  nChanged 17
		SP:Iteration 11Q (83492.640000 sec): 3 clusters
  Score: Raw -163347.666068 + Penalty 2373.311338 = -160974.354730
  nChanged 7
		SP:Iteration 12Q (83492.800000 sec): 3 clusters
  Score: Raw -163349.920924 + Penalty 2373.311338 = -160976.609586
  nChanged 2
		SP:Iteration 13Q (83492.990000 sec): 3 clusters
  Score: Raw -163351.529575 + Penalty 2373.311338 = -160978.218238
  nChanged 4
		SP:Iteration 14Q (83493.190000 sec): 3 clusters
  Score: Raw -163353.763932 + Penalty 2373.311338 = -160980.452594
  nChanged 4
		SP:Iteration 15Q (83493.360000 sec): 3 clusters
  Score: Raw -163361.002837 + Penalty 2373.311338 = -160987.691499
  nChanged 3
		SP:Iteration 16Q (83493.500000 sec): 3 clusters
  Score: Raw -163370.468678 + Penalty 2373.311338 = -160997.157340
  nChanged 9
		SP:Iteration 17Q (83493.680000 sec): 3 clusters
  Score: Raw -163379.608875 + Penalty 2373.311338 = -161006.297537
  nChanged 4
		SP:Iteration 18Q (83493.840000 sec): 3 clusters
  Score: Raw -163387.234819 + Penalty 2373.311338 = -161013.923481
  nChanged 3
		SP:Iteration 19Q (83494.020000 sec): 3 clusters
  Score: Raw -163388.293255 + Penalty 2373.311338 = -161014.981918
  nChanged 1
		SP:Iteration 20F (83494.180000 sec): 3 clusters
  Score: Raw -163389.627445 + Penalty 2373.311338 = -161016.316107
  nChanged 1
		SP:Iteration 21Q (83494.360000 sec): 3 clusters
  Score: Raw -163390.644185 + Penalty 2373.311338 = -161017.332847
  nChanged 1
		SP:Iteration 22Q (83494.550000 sec): 3 clusters
  Score: Raw -163391.042593 + Penalty 2373.311338 = -161017.731255
  nChanged 1
		SP:Iteration 23Q (83494.760000 sec): 3 clusters
  Score: Raw -163392.105069 + Penalty 2373.311338 = -161018.793731
  nChanged 2
		SP:Iteration 24Q (83494.920000 sec): 3 clusters
  Score: Raw -163392.913667 + Penalty 2373.311338 = -161019.602329
  nChanged 2
		SP:Iteration 25Q (83495.100000 sec): 3 clusters
  Score: Raw -163394.551154 + Penalty 2373.311338 = -161021.239817
  nChanged 2
		SP:Iteration 26Q (83495.280000 sec): 3 clusters
  Score: Raw -163395.288651 + Penalty 2373.311338 = -161021.977313
  nChanged 0
		SP:Iteration 27F (83495.480000 sec): 3 clusters
  Score: Raw -163395.288651 + Penalty 2373.311338 = -161021.977313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (105956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83496.120000 sec): 2 clusters
  Score: Raw -12939513.679627 + Penalty 1880.251619 = -12937633.428008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83496.740000 sec): 3 clusters
  Score: Raw -12870435.980416 + Penalty 3760.503238 = -12866675.477178
  nChanged 50864
		SP:Iteration 1F (83497.370000 sec): 3 clusters
  Score: Raw -12899958.777885 + Penalty 3760.503238 = -12896198.274647
  nChanged 3351
		SP:Iteration 2Q (83498.030000 sec): 3 clusters
  Score: Raw -12900740.224388 + Penalty 3760.503238 = -12896979.721150
  nChanged 3477
		SP:Iteration 3Q (83498.690000 sec): 3 clusters
  Score: Raw -12901665.633925 + Penalty 3760.503238 = -12897905.130688
  nChanged 3796
		SP:Iteration 4Q (83499.320000 sec): 3 clusters
  Score: Raw -12902880.377462 + Penalty 3760.503238 = -12899119.874224
  nChanged 4168
		SP:Iteration 5Q (83499.930000 sec): 3 clusters
  Score: Raw -12904452.871961 + Penalty 3760.503238 = -12900692.368723
  nChanged 4637
		SP:Iteration 6Q (83500.530000 sec): 3 clusters
  Score: Raw -12906506.603022 + Penalty 3760.503238 = -12902746.099785
  nChanged 5105
		SP:Iteration 7Q (83501.140000 sec): 3 clusters
  Score: Raw -12909126.926352 + Penalty 3760.503238 = -12905366.423115
  nChanged 5489
		SP:Iteration 8F (83501.820000 sec): 3 clusters
  Score: Raw -12912183.621326 + Penalty 3760.503238 = -12908423.118088
  nChanged 5623
		SP:Iteration 9F (83502.550000 sec): 3 clusters
  Score: Raw -12915648.082979 + Penalty 3760.503238 = -12911887.579741
  nChanged 5610
		SP:Iteration 10F (83503.280000 sec): 3 clusters
  Score: Raw -12919122.323858 + Penalty 3760.503238 = -12915361.820621
  nChanged 5264
		SP:Iteration 11Q (83503.990000 sec): 3 clusters
  Score: Raw -12922285.791524 + Penalty 3760.503238 = -12918525.288286
  nChanged 4603
		SP:Iteration 12Q (83504.760000 sec): 3 clusters
  Score: Raw -12924873.946886 + Penalty 3760.503238 = -12921113.443648
  nChanged 3910
		SP:Iteration 13Q (83505.530000 sec): 3 clusters
  Score: Raw -12926966.804820 + Penalty 3760.503238 = -12923206.301582
  nChanged 3170
		SP:Iteration 14Q (83506.270000 sec): 3 clusters
  Score: Raw -12928597.917989 + Penalty 3760.503238 = -12924837.414752
  nChanged 2616
		SP:Iteration 15Q (83506.920000 sec): 3 clusters
  Score: Raw -12929935.337394 + Penalty 3760.503238 = -12926174.834156
  nChanged 2384
		SP:Iteration 16Q (83507.570000 sec): 3 clusters
  Score: Raw -12931174.648558 + Penalty 3760.503238 = -12927414.145320
  nChanged 2117
		SP:Iteration 17Q (83508.250000 sec): 3 clusters
  Score: Raw -12932340.150991 + Penalty 3760.503238 = -12928579.647754
  nChanged 2003
		SP:Iteration 18Q (83508.950000 sec): 3 clusters
  Score: Raw -12933437.736868 + Penalty 3760.503238 = -12929677.233631
  nChanged 1835
		SP:Iteration 19Q (83509.670000 sec): 3 clusters
  Score: Raw -12934472.489729 + Penalty 3760.503238 = -12930711.986492
  nChanged 1646
		SP:Iteration 20F (83510.360000 sec): 3 clusters
  Score: Raw -12935431.137082 + Penalty 3760.503238 = -12931670.633845
  nChanged 1440
		SP:Iteration 21Q (83511.070000 sec): 3 clusters
  Score: Raw -12936278.610839 + Penalty 3760.503238 = -12932518.107601
  nChanged 1246
		SP:Iteration 22Q (83511.770000 sec): 3 clusters
  Score: Raw -12937001.497234 + Penalty 3760.503238 = -12933240.993996
  nChanged 1024
		SP:Iteration 23Q (83512.460000 sec): 3 clusters
  Score: Raw -12937552.529492 + Penalty 3760.503238 = -12933792.026254
  nChanged 875
		SP:Iteration 24Q (83513.140000 sec): 3 clusters
  Score: Raw -12938022.368483 + Penalty 3760.503238 = -12934261.865246
  nChanged 735
		SP:Iteration 25Q (83513.780000 sec): 3 clusters
  Score: Raw -12938424.505482 + Penalty 3760.503238 = -12934664.002244
  nChanged 597
		SP:Iteration 26Q (83514.420000 sec): 3 clusters
  Score: Raw -12938739.663782 + Penalty 3760.503238 = -12934979.160545
  nChanged 503
		SP:Iteration 27Q (83515.060000 sec): 3 clusters
  Score: Raw -12938986.760842 + Penalty 3760.503238 = -12935226.257604
  nChanged 401
		SP:Iteration 28Q (83515.720000 sec): 3 clusters
  Score: Raw -12939167.653073 + Penalty 3760.503238 = -12935407.149835
  nChanged 300
		SP:Iteration 29Q (83516.360000 sec): 3 clusters
  Score: Raw -12939286.618350 + Penalty 3760.503238 = -12935526.115112
  nChanged 245
		SP:Iteration 30Q (83516.990000 sec): 3 clusters
  Score: Raw -12939390.035090 + Penalty 3760.503238 = -12935629.531853
  nChanged 205
		SP:Iteration 31Q (83517.600000 sec): 3 clusters
  Score: Raw -12939462.059406 + Penalty 3760.503238 = -12935701.556168
  nChanged 161
		SP:Iteration 32Q (83518.230000 sec): 3 clusters
  Score: Raw -12939511.473525 + Penalty 3760.503238 = -12935750.970287
  nChanged 139
		SP:Iteration 33Q (83518.870000 sec): 3 clusters
  Score: Raw -12939557.246349 + Penalty 3760.503238 = -12935796.743111
  nChanged 132
		SP:Iteration 34Q (83519.450000 sec): 3 clusters
  Score: Raw -12939602.691010 + Penalty 3760.503238 = -12935842.187772
  nChanged 115
		SP:Iteration 35Q (83520.070000 sec): 3 clusters
  Score: Raw -12939642.321327 + Penalty 3760.503238 = -12935881.818090
  nChanged 106
		SP:Iteration 36Q (83520.700000 sec): 3 clusters
  Score: Raw -12939674.025022 + Penalty 3760.503238 = -12935913.521784
  nChanged 77
		SP:Iteration 37Q (83521.280000 sec): 3 clusters
  Score: Raw -12939701.898725 + Penalty 3760.503238 = -12935941.395488
  nChanged 75
		SP:Iteration 38Q (83521.910000 sec): 3 clusters
  Score: Raw -12939724.919346 + Penalty 3760.503238 = -12935964.416108
  nChanged 54
		SP:Iteration 39Q (83522.530000 sec): 3 clusters
  Score: Raw -12939742.461667 + Penalty 3760.503238 = -12935981.958429
  nChanged 53
		SP:Iteration 40F (83523.210000 sec): 3 clusters
  Score: Raw -12939763.120850 + Penalty 3760.503238 = -12936002.617612
  nChanged 56
		SP:Iteration 41Q (83523.850000 sec): 3 clusters
  Score: Raw -12939784.307308 + Penalty 3760.503238 = -12936023.804070
  nChanged 45
		SP:Iteration 42Q (83524.540000 sec): 3 clusters
  Score: Raw -12939797.029066 + Penalty 3760.503238 = -12936036.525829
  nChanged 37
		SP:Iteration 43Q (83525.260000 sec): 3 clusters
  Score: Raw -12939808.982282 + Penalty 3760.503238 = -12936048.479045
  nChanged 39
		SP:Iteration 44Q (83525.880000 sec): 3 clusters
  Score: Raw -12939821.167566 + Penalty 3760.503238 = -12936060.664329
  nChanged 29
		SP:Iteration 45Q (83526.490000 sec): 3 clusters
  Score: Raw -12939829.635908 + Penalty 3760.503238 = -12936069.132670
  nChanged 26
		SP:Iteration 46Q (83527.090000 sec): 3 clusters
  Score: Raw -12939835.889630 + Penalty 3760.503238 = -12936075.386392
  nChanged 18
		SP:Iteration 47Q (83527.790000 sec): 3 clusters
  Score: Raw -12939840.755004 + Penalty 3760.503238 = -12936080.251767
  nChanged 17
		SP:Iteration 48Q (83528.450000 sec): 3 clusters
  Score: Raw -12939845.059249 + Penalty 3760.503238 = -12936084.556011
  nChanged 16
		SP:Iteration 49Q (83529.160000 sec): 3 clusters
  Score: Raw -12939848.576410 + Penalty 3760.503238 = -12936088.073173
  nChanged 15
		SP:Iteration 50Q (83529.810000 sec): 3 clusters
  Score: Raw -12939851.570793 + Penalty 3760.503238 = -12936091.067555
  nChanged 8
		SP:Iteration 51Q (83530.510000 sec): 3 clusters
  Score: Raw -12939853.275678 + Penalty 3760.503238 = -12936092.772441
  nChanged 6
		SP:Iteration 52Q (83531.230000 sec): 3 clusters
  Score: Raw -12939855.235221 + Penalty 3760.503238 = -12936094.731983
  nChanged 5
		SP:Iteration 53Q (83531.890000 sec): 3 clusters
  Score: Raw -12939856.779395 + Penalty 3760.503238 = -12936096.276158
  nChanged 6
		SP:Iteration 54Q (83532.500000 sec): 3 clusters
  Score: Raw -12939857.901976 + Penalty 3760.503238 = -12936097.398739
  nChanged 4
		SP:Iteration 55Q (83533.120000 sec): 3 clusters
  Score: Raw -12939858.919262 + Penalty 3760.503238 = -12936098.416025
  nChanged 2
		SP:Iteration 56Q (83533.790000 sec): 3 clusters
  Score: Raw -12939859.414131 + Penalty 3760.503238 = -12936098.910894
  nChanged 4
		SP:Iteration 57Q (83534.440000 sec): 3 clusters
  Score: Raw -12939860.544298 + Penalty 3760.503238 = -12936100.041060
  nChanged 5
		SP:Iteration 58Q (83535.050000 sec): 3 clusters
  Score: Raw -12939862.196014 + Penalty 3760.503238 = -12936101.692776
  nChanged 6
		SP:Iteration 59Q (83535.620000 sec): 3 clusters
  Score: Raw -12939864.240247 + Penalty 3760.503238 = -12936103.737009
  nChanged 7
		SP:Iteration 60F (83536.220000 sec): 3 clusters
  Score: Raw -12939866.478114 + Penalty 3760.503238 = -12936105.974876
  nChanged 6
		SP:Iteration 61Q (83536.790000 sec): 3 clusters
  Score: Raw -12939867.985730 + Penalty 3760.503238 = -12936107.482492
  nChanged 7
		SP:Iteration 62Q (83537.350000 sec): 3 clusters
  Score: Raw -12939869.957825 + Penalty 3760.503238 = -12936109.454587
  nChanged 13
		SP:Iteration 63Q (83537.940000 sec): 3 clusters
  Score: Raw -12939873.593903 + Penalty 3760.503238 = -12936113.090666
  nChanged 13
		SP:Iteration 64Q (83538.530000 sec): 3 clusters
  Score: Raw -12939877.471230 + Penalty 3760.503238 = -12936116.967992
  nChanged 11
		SP:Iteration 65Q (83539.150000 sec): 3 clusters
  Score: Raw -12939879.756695 + Penalty 3760.503238 = -12936119.253457
  nChanged 5
		SP:Iteration 66Q (83539.770000 sec): 3 clusters
  Score: Raw -12939880.518493 + Penalty 3760.503238 = -12936120.015256
  nChanged 2
		SP:Iteration 67Q (83540.380000 sec): 3 clusters
  Score: Raw -12939880.980267 + Penalty 3760.503238 = -12936120.477029
  nChanged 7
		SP:Iteration 68Q (83540.940000 sec): 3 clusters
  Score: Raw -12939882.945123 + Penalty 3760.503238 = -12936122.441886
  nChanged 8
		SP:Iteration 69Q (83541.520000 sec): 3 clusters
  Score: Raw -12939884.691198 + Penalty 3760.503238 = -12936124.187961
  nChanged 5
		SP:Iteration 70Q (83542.140000 sec): 3 clusters
  Score: Raw -12939885.835254 + Penalty 3760.503238 = -12936125.332016
  nChanged 3
		SP:Iteration 71Q (83542.800000 sec): 3 clusters
  Score: Raw -12939886.738325 + Penalty 3760.503238 = -12936126.235087
  nChanged 3
		SP:Iteration 72Q (83543.430000 sec): 3 clusters
  Score: Raw -12939887.657062 + Penalty 3760.503238 = -12936127.153824
  nChanged 2
		SP:Iteration 73Q (83544.020000 sec): 3 clusters
  Score: Raw -12939888.242832 + Penalty 3760.503238 = -12936127.739594
  nChanged 2
		SP:Iteration 74Q (83544.570000 sec): 3 clusters
  Score: Raw -12939888.930418 + Penalty 3760.503238 = -12936128.427181
  nChanged 2
		SP:Iteration 75Q (83545.130000 sec): 3 clusters
  Score: Raw -12939889.349931 + Penalty 3760.503238 = -12936128.846693
  nChanged 2
		SP:Iteration 76Q (83545.750000 sec): 3 clusters
  Score: Raw -12939890.049272 + Penalty 3760.503238 = -12936129.546034
  nChanged 4
		SP:Iteration 77Q (83546.320000 sec): 3 clusters
  Score: Raw -12939890.941139 + Penalty 3760.503238 = -12936130.437902
  nChanged 4
		SP:Iteration 78Q (83546.860000 sec): 3 clusters
  Score: Raw -12939892.188016 + Penalty 3760.503238 = -12936131.684778
  nChanged 5
		SP:Iteration 79Q (83547.410000 sec): 3 clusters
  Score: Raw -12939893.352289 + Penalty 3760.503238 = -12936132.849051
  nChanged 1
		SP:Iteration 80F (83548.040000 sec): 3 clusters
  Score: Raw -12939893.555291 + Penalty 3760.503238 = -12936133.052054
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 48 (1352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83548.220000 sec): 2 clusters
  Score: Raw -135393.547310 + Penalty 1171.517792 = -134222.029518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83548.390000 sec): 3 clusters
  Score: Raw -134945.939188 + Penalty 2343.035583 = -132602.903604
  nChanged 445
		SP:Iteration 1F (83548.580000 sec): 3 clusters
  Score: Raw -135395.499083 + Penalty 2343.035583 = -133052.463499
  nChanged 139
		SP:Iteration 2F (83548.760000 sec): 3 clusters
  Score: Raw -135561.420883 + Penalty 2343.035583 = -133218.385300
  nChanged 85
		SP:Iteration 3F (83548.950000 sec): 3 clusters
  Score: Raw -135709.410940 + Penalty 2343.035583 = -133366.375357
  nChanged 75
		SP:Iteration 4F (83549.120000 sec): 3 clusters
  Score: Raw -135849.736328 + Penalty 2343.035583 = -133506.700744
  nChanged 63
		SP:Iteration 5Q (83549.320000 sec): 3 clusters
  Score: Raw -135949.803520 + Penalty 2343.035583 = -133606.767937
  nChanged 50
		SP:Iteration 6Q (83549.490000 sec): 3 clusters
  Score: Raw -136015.875561 + Penalty 2343.035583 = -133672.839978
  nChanged 31
		SP:Iteration 7Q (83549.680000 sec): 3 clusters
  Score: Raw -136042.535945 + Penalty 2343.035583 = -133699.500362
  nChanged 23
		SP:Iteration 8Q (83549.870000 sec): 3 clusters
  Score: Raw -136061.133060 + Penalty 2343.035583 = -133718.097476
  nChanged 20
		SP:Iteration 9Q (83550.060000 sec): 3 clusters
  Score: Raw -136079.178349 + Penalty 2343.035583 = -133736.142766
  nChanged 18
		SP:Iteration 10Q (83550.230000 sec): 3 clusters
  Score: Raw -136100.265880 + Penalty 2343.035583 = -133757.230297
  nChanged 16
		SP:Iteration 11Q (83550.390000 sec): 3 clusters
  Score: Raw -136114.099315 + Penalty 2343.035583 = -133771.063732
  nChanged 17
		SP:Iteration 12Q (83550.560000 sec): 3 clusters
  Score: Raw -136124.682941 + Penalty 2343.035583 = -133781.647358
  nChanged 10
		SP:Iteration 13Q (83550.750000 sec): 3 clusters
  Score: Raw -136131.091991 + Penalty 2343.035583 = -133788.056407
  nChanged 7
		SP:Iteration 14Q (83550.930000 sec): 3 clusters
  Score: Raw -136133.433879 + Penalty 2343.035583 = -133790.398296
  nChanged 4
		SP:Iteration 15Q (83551.070000 sec): 3 clusters
  Score: Raw -136137.609999 + Penalty 2343.035583 = -133794.574415
  nChanged 2
		SP:Iteration 16Q (83551.250000 sec): 3 clusters
  Score: Raw -136138.369030 + Penalty 2343.035583 = -133795.333447
  nChanged 0
		SP:Iteration 17F (83551.410000 sec): 3 clusters
  Score: Raw -136138.369030 + Penalty 2343.035583 = -133795.333447
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83551.520000 sec): 2 clusters
  Score: Raw -49208.513325 + Penalty 989.837856 = -48218.675469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83551.680000 sec): 3 clusters
  Score: Raw -49173.987761 + Penalty 1979.675712 = -47194.312050
  nChanged 104
		SP:Iteration 1F (83551.800000 sec): 3 clusters
  Score: Raw -49315.491376 + Penalty 1979.675712 = -47335.815665
  nChanged 19
		SP:Iteration 2Q (83551.970000 sec): 3 clusters
  Score: Raw -49364.706951 + Penalty 1979.675712 = -47385.031240
  nChanged 10
		SP:Iteration 3Q (83552.160000 sec): 3 clusters
  Score: Raw -49380.675610 + Penalty 1979.675712 = -47400.999898
  nChanged 7
		SP:Iteration 4Q (83552.290000 sec): 3 clusters
  Score: Raw -49396.096430 + Penalty 1979.675712 = -47416.420718
  nChanged 9
		SP:Iteration 5Q (83552.440000 sec): 3 clusters
  Score: Raw -49419.183256 + Penalty 1979.675712 = -47439.507544
  nChanged 8
		SP:Iteration 6Q (83552.610000 sec): 3 clusters
  Score: Raw -49438.574913 + Penalty 1979.675712 = -47458.899201
  nChanged 8
		SP:Iteration 7Q (83552.760000 sec): 3 clusters
  Score: Raw -49461.636627 + Penalty 1979.675712 = -47481.960915
  nChanged 4
		SP:Iteration 8Q (83552.930000 sec): 3 clusters
  Score: Raw -49470.035207 + Penalty 1979.675712 = -47490.359495
  nChanged 5
		SP:Iteration 9Q (83553.120000 sec): 3 clusters
  Score: Raw -49477.251883 + Penalty 1979.675712 = -47497.576171
  nChanged 1
		SP:Iteration 10Q (83553.290000 sec): 3 clusters
  Score: Raw -49478.649685 + Penalty 1979.675712 = -47498.973973
  nChanged 1
		SP:Iteration 11Q (83553.470000 sec): 3 clusters
  Score: Raw -49479.664388 + Penalty 1979.675712 = -47499.988677
  nChanged 0
		SP:Iteration 12F (83553.610000 sec): 3 clusters
  Score: Raw -49479.664388 + Penalty 1979.675712 = -47499.988677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (9798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83553.770000 sec): 2 clusters
  Score: Raw -1166808.232620 + Penalty 1493.364204 = -1165314.868416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83553.990000 sec): 3 clusters
  Score: Raw -1161313.824555 + Penalty 2986.728408 = -1158327.096147
  nChanged 4265
		SP:Iteration 1F (83554.230000 sec): 3 clusters
  Score: Raw -1163575.400160 + Penalty 2986.728408 = -1160588.671753
  nChanged 634
		SP:Iteration 2F (83554.430000 sec): 3 clusters
  Score: Raw -1163878.311655 + Penalty 2986.728408 = -1160891.583247
  nChanged 507
		SP:Iteration 3F (83554.670000 sec): 3 clusters
  Score: Raw -1164113.299377 + Penalty 2986.728408 = -1161126.570970
  nChanged 435
		SP:Iteration 4Q (83554.890000 sec): 3 clusters
  Score: Raw -1164337.706790 + Penalty 2986.728408 = -1161350.978382
  nChanged 471
		SP:Iteration 5Q (83555.080000 sec): 3 clusters
  Score: Raw -1164651.991824 + Penalty 2986.728408 = -1161665.263417
  nChanged 478
		SP:Iteration 6Q (83555.300000 sec): 3 clusters
  Score: Raw -1165025.448828 + Penalty 2986.728408 = -1162038.720420
  nChanged 507
		SP:Iteration 7F (83555.480000 sec): 3 clusters
  Score: Raw -1165407.560827 + Penalty 2986.728408 = -1162420.832419
  nChanged 488
		SP:Iteration 8Q (83555.710000 sec): 3 clusters
  Score: Raw -1165794.575449 + Penalty 2986.728408 = -1162807.847041
  nChanged 480
		SP:Iteration 9Q (83555.930000 sec): 3 clusters
  Score: Raw -1166199.724502 + Penalty 2986.728408 = -1163212.996094
  nChanged 441
		SP:Iteration 10Q (83556.100000 sec): 3 clusters
  Score: Raw -1166530.001219 + Penalty 2986.728408 = -1163543.272812
  nChanged 405
		SP:Iteration 11Q (83556.320000 sec): 3 clusters
  Score: Raw -1166776.810359 + Penalty 2986.728408 = -1163790.081951
  nChanged 336
		SP:Iteration 12Q (83556.560000 sec): 3 clusters
  Score: Raw -1166963.363315 + Penalty 2986.728408 = -1163976.634907
  nChanged 267
		SP:Iteration 13Q (83556.740000 sec): 3 clusters
  Score: Raw -1167093.002429 + Penalty 2986.728408 = -1164106.274022
  nChanged 216
		SP:Iteration 14Q (83556.980000 sec): 3 clusters
  Score: Raw -1167184.208056 + Penalty 2986.728408 = -1164197.479648
  nChanged 174
		SP:Iteration 15Q (83557.160000 sec): 3 clusters
  Score: Raw -1167249.205349 + Penalty 2986.728408 = -1164262.476941
  nChanged 129
		SP:Iteration 16Q (83557.380000 sec): 3 clusters
  Score: Raw -1167288.832638 + Penalty 2986.728408 = -1164302.104230
  nChanged 91
		SP:Iteration 17Q (83557.580000 sec): 3 clusters
  Score: Raw -1167315.442349 + Penalty 2986.728408 = -1164328.713941
  nChanged 81
		SP:Iteration 18Q (83557.800000 sec): 3 clusters
  Score: Raw -1167338.056162 + Penalty 2986.728408 = -1164351.327754
  nChanged 68
		SP:Iteration 19Q (83558.000000 sec): 3 clusters
  Score: Raw -1167354.459943 + Penalty 2986.728408 = -1164367.731536
  nChanged 56
		SP:Iteration 20F (83558.260000 sec): 3 clusters
  Score: Raw -1167367.047989 + Penalty 2986.728408 = -1164380.319581
  nChanged 54
		SP:Iteration 21Q (83558.460000 sec): 3 clusters
  Score: Raw -1167379.202461 + Penalty 2986.728408 = -1164392.474054
  nChanged 42
		SP:Iteration 22Q (83558.700000 sec): 3 clusters
  Score: Raw -1167386.832171 + Penalty 2986.728408 = -1164400.103763
  nChanged 41
		SP:Iteration 23Q (83558.920000 sec): 3 clusters
  Score: Raw -1167394.519426 + Penalty 2986.728408 = -1164407.791018
  nChanged 33
		SP:Iteration 24Q (83559.140000 sec): 3 clusters
  Score: Raw -1167400.777423 + Penalty 2986.728408 = -1164414.049015
  nChanged 29
		SP:Iteration 25Q (83559.330000 sec): 3 clusters
  Score: Raw -1167405.462153 + Penalty 2986.728408 = -1164418.733745
  nChanged 22
		SP:Iteration 26Q (83559.570000 sec): 3 clusters
  Score: Raw -1167408.153724 + Penalty 2986.728408 = -1164421.425316
  nChanged 20
		SP:Iteration 27Q (83559.780000 sec): 3 clusters
  Score: Raw -1167410.591920 + Penalty 2986.728408 = -1164423.863512
  nChanged 13
		SP:Iteration 28Q (83560.010000 sec): 3 clusters
  Score: Raw -1167412.446179 + Penalty 2986.728408 = -1164425.717771
  nChanged 12
		SP:Iteration 29Q (83560.200000 sec): 3 clusters
  Score: Raw -1167413.730809 + Penalty 2986.728408 = -1164427.002401
  nChanged 12
		SP:Iteration 30Q (83560.390000 sec): 3 clusters
  Score: Raw -1167414.815999 + Penalty 2986.728408 = -1164428.087591
  nChanged 9
		SP:Iteration 31Q (83560.650000 sec): 3 clusters
  Score: Raw -1167416.060706 + Penalty 2986.728408 = -1164429.332298
  nChanged 11
		SP:Iteration 32Q (83560.820000 sec): 3 clusters
  Score: Raw -1167417.706964 + Penalty 2986.728408 = -1164430.978556
  nChanged 9
		SP:Iteration 33Q (83561.040000 sec): 3 clusters
  Score: Raw -1167419.019297 + Penalty 2986.728408 = -1164432.290889
  nChanged 11
		SP:Iteration 34Q (83561.260000 sec): 3 clusters
  Score: Raw -1167420.008700 + Penalty 2986.728408 = -1164433.280292
  nChanged 8
		SP:Iteration 35Q (83561.480000 sec): 3 clusters
  Score: Raw -1167420.652198 + Penalty 2986.728408 = -1164433.923790
  nChanged 4
		SP:Iteration 36Q (83561.720000 sec): 3 clusters
  Score: Raw -1167420.964358 + Penalty 2986.728408 = -1164434.235950
  nChanged 7
		SP:Iteration 37Q (83561.920000 sec): 3 clusters
  Score: Raw -1167421.535510 + Penalty 2986.728408 = -1164434.807102
  nChanged 3
		SP:Iteration 38Q (83562.160000 sec): 3 clusters
  Score: Raw -1167421.792326 + Penalty 2986.728408 = -1164435.063918
  nChanged 1
		SP:Iteration 39Q (83562.360000 sec): 3 clusters
  Score: Raw -1167421.856003 + Penalty 2986.728408 = -1164435.127595
  nChanged 1
		SP:Iteration 40F (83562.590000 sec): 3 clusters
  Score: Raw -1167421.929610 + Penalty 2986.728408 = -1164435.201202
  nChanged 1
		SP:Iteration 41Q (83562.840000 sec): 3 clusters
  Score: Raw -1167421.975674 + Penalty 2986.728408 = -1164435.247267
  nChanged 1
		SP:Iteration 42Q (83563.040000 sec): 3 clusters
  Score: Raw -1167422.061237 + Penalty 2986.728408 = -1164435.332829
  nChanged 1
		SP:Iteration 43Q (83563.240000 sec): 3 clusters
  Score: Raw -1167422.149976 + Penalty 2986.728408 = -1164435.421568
  nChanged 1
		SP:Iteration 44Q (83563.460000 sec): 3 clusters
  Score: Raw -1167422.212360 + Penalty 2986.728408 = -1164435.483953
  nChanged 0
		SP:Iteration 45F (83563.700000 sec): 3 clusters
  Score: Raw -1167422.212360 + Penalty 2986.728408 = -1164435.483953
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83563.770000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83563.940000 sec): 3 clusters
  Score: Raw -60193.962520 + Penalty 2041.128648 = -58152.833873
  nChanged 126
		SP:Iteration 1F (83564.130000 sec): 3 clusters
  Score: Raw -60344.051342 + Penalty 2041.128648 = -58302.922695
  nChanged 20
		SP:Iteration 2Q (83564.320000 sec): 3 clusters
  Score: Raw -60383.647226 + Penalty 2041.128648 = -58342.518578
  nChanged 12
		SP:Iteration 3Q (83564.500000 sec): 3 clusters
  Score: Raw -60415.280463 + Penalty 2041.128648 = -58374.151815
  nChanged 14
		SP:Iteration 4Q (83564.700000 sec): 3 clusters
  Score: Raw -60455.294545 + Penalty 2041.128648 = -58414.165897
  nChanged 12
		SP:Iteration 5Q (83564.840000 sec): 3 clusters
  Score: Raw -60470.954705 + Penalty 2041.128648 = -58429.826058
  nChanged 6
		SP:Iteration 6Q (83565.000000 sec): 3 clusters
  Score: Raw -60484.980293 + Penalty 2041.128648 = -58443.851645
  nChanged 6
		SP:Iteration 7Q (83565.180000 sec): 3 clusters
  Score: Raw -60493.397115 + Penalty 2041.128648 = -58452.268467
  nChanged 4
		SP:Iteration 8Q (83565.330000 sec): 3 clusters
  Score: Raw -60500.264057 + Penalty 2041.128648 = -58459.135409
  nChanged 4
		SP:Iteration 9Q (83565.530000 sec): 3 clusters
  Score: Raw -60506.034505 + Penalty 2041.128648 = -58464.905857
  nChanged 3
		SP:Iteration 10Q (83565.700000 sec): 3 clusters
  Score: Raw -60511.460806 + Penalty 2041.128648 = -58470.332159
  nChanged 2
		SP:Iteration 11Q (83565.860000 sec): 3 clusters
  Score: Raw -60516.531487 + Penalty 2041.128648 = -58475.402839
  nChanged 4
		SP:Iteration 12Q (83566.060000 sec): 3 clusters
  Score: Raw -60523.832776 + Penalty 2041.128648 = -58482.704128
  nChanged 3
		SP:Iteration 13Q (83566.220000 sec): 3 clusters
  Score: Raw -60527.816401 + Penalty 2041.128648 = -58486.687754
  nChanged 1
		SP:Iteration 14Q (83566.430000 sec): 3 clusters
  Score: Raw -60529.715086 + Penalty 2041.128648 = -58488.586438
  nChanged 2
		SP:Iteration 15Q (83566.570000 sec): 3 clusters
  Score: Raw -60533.540051 + Penalty 2041.128648 = -58492.411404
  nChanged 4
		SP:Iteration 16Q (83566.730000 sec): 3 clusters
  Score: Raw -60538.148891 + Penalty 2041.128648 = -58497.020243
  nChanged 6
		SP:Iteration 17Q (83566.910000 sec): 3 clusters
  Score: Raw -60547.266376 + Penalty 2041.128648 = -58506.137728
  nChanged 6
		SP:Iteration 18Q (83567.050000 sec): 3 clusters
  Score: Raw -60553.205992 + Penalty 2041.128648 = -58512.077344
  nChanged 8
		SP:Iteration 19Q (83567.200000 sec): 3 clusters
  Score: Raw -60563.450906 + Penalty 2041.128648 = -58522.322258
  nChanged 4
		SP:Iteration 20F (83567.330000 sec): 3 clusters
  Score: Raw -60567.396693 + Penalty 2041.128648 = -58526.268045
  nChanged 2
		SP:Iteration 21Q (83567.480000 sec): 3 clusters
  Score: Raw -60569.971553 + Penalty 2041.128648 = -58528.842906
  nChanged 3
		SP:Iteration 22Q (83567.630000 sec): 3 clusters
  Score: Raw -60576.852373 + Penalty 2041.128648 = -58535.723725
  nChanged 7
		SP:Iteration 23Q (83567.810000 sec): 3 clusters
  Score: Raw -60586.450570 + Penalty 2041.128648 = -58545.321922
  nChanged 4
		SP:Iteration 24Q (83568.030000 sec): 3 clusters
  Score: Raw -60608.512960 + Penalty 2041.128648 = -58567.384312
  nChanged 5
		SP:Iteration 25Q (83568.170000 sec): 3 clusters
  Score: Raw -60620.580163 + Penalty 2041.128648 = -58579.451515
  nChanged 1
		SP:Iteration 26Q (83568.360000 sec): 3 clusters
  Score: Raw -60621.471099 + Penalty 2041.128648 = -58580.342452
  nChanged 0
		SP:Iteration 27F (83568.500000 sec): 3 clusters
  Score: Raw -60621.471099 + Penalty 2041.128648 = -58580.342452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83568.580000 sec): 2 clusters
  Score: Raw -44970.562449 + Penalty 967.823573 = -44002.738876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83568.760000 sec): 3 clusters
  Score: Raw -44974.131823 + Penalty 1935.647145 = -43038.484678
  nChanged 66
		SP:Iteration 1F (83568.940000 sec): 3 clusters
  Score: Raw -45109.072315 + Penalty 1935.647145 = -43173.425170
  nChanged 22
		SP:Iteration 2F (83569.110000 sec): 3 clusters
  Score: Raw -45248.637598 + Penalty 1935.647145 = -43312.990453
  nChanged 26
		SP:Iteration 3F (83569.290000 sec): 3 clusters
  Score: Raw -45447.011895 + Penalty 1935.647145 = -43511.364750
  nChanged 18
		SP:Iteration 4Q (83569.470000 sec): 3 clusters
  Score: Raw -45486.625743 + Penalty 1935.647145 = -43550.978598
  nChanged 12
		SP:Iteration 5Q (83569.600000 sec): 3 clusters
  Score: Raw -45510.829600 + Penalty 1935.647145 = -43575.182455
  nChanged 11
		SP:Iteration 6Q (83569.800000 sec): 3 clusters
  Score: Raw -45532.249295 + Penalty 1935.647145 = -43596.602150
  nChanged 6
		SP:Iteration 7Q (83569.960000 sec): 3 clusters
  Score: Raw -45545.708288 + Penalty 1935.647145 = -43610.061143
  nChanged 5
		SP:Iteration 8Q (83570.130000 sec): 3 clusters
  Score: Raw -45561.310157 + Penalty 1935.647145 = -43625.663012
  nChanged 4
		SP:Iteration 9Q (83570.290000 sec): 3 clusters
  Score: Raw -45569.188530 + Penalty 1935.647145 = -43633.541385
  nChanged 4
		SP:Iteration 10Q (83570.450000 sec): 3 clusters
  Score: Raw -45581.483287 + Penalty 1935.647145 = -43645.836142
  nChanged 4
		SP:Iteration 11Q (83570.600000 sec): 3 clusters
  Score: Raw -45592.586308 + Penalty 1935.647145 = -43656.939163
  nChanged 3
		SP:Iteration 12Q (83570.770000 sec): 3 clusters
  Score: Raw -45599.483385 + Penalty 1935.647145 = -43663.836240
  nChanged 2
		SP:Iteration 13Q (83570.970000 sec): 3 clusters
  Score: Raw -45606.761358 + Penalty 1935.647145 = -43671.114213
  nChanged 2
		SP:Iteration 14Q (83571.130000 sec): 3 clusters
  Score: Raw -45617.074980 + Penalty 1935.647145 = -43681.427835
  nChanged 1
		SP:Iteration 15Q (83571.280000 sec): 3 clusters
  Score: Raw -45620.497531 + Penalty 1935.647145 = -43684.850386
  nChanged 1
		SP:Iteration 16Q (83571.470000 sec): 3 clusters
  Score: Raw -45622.387974 + Penalty 1935.647145 = -43686.740829
  nChanged 0
		SP:Iteration 17F (83571.640000 sec): 3 clusters
  Score: Raw -45622.387974 + Penalty 1935.647145 = -43686.740829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (12310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83571.790000 sec): 2 clusters
  Score: Raw -1473162.193894 + Penalty 1530.452173 = -1471631.741721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83572.010000 sec): 3 clusters
  Score: Raw -1466070.178570 + Penalty 3060.904346 = -1463009.274224
  nChanged 5414
		SP:Iteration 1F (83572.270000 sec): 3 clusters
  Score: Raw -1469066.614177 + Penalty 3060.904346 = -1466005.709831
  nChanged 840
		SP:Iteration 2F (83572.480000 sec): 3 clusters
  Score: Raw -1469580.882072 + Penalty 3060.904346 = -1466519.977726
  nChanged 941
		SP:Iteration 3F (83572.690000 sec): 3 clusters
  Score: Raw -1470292.233881 + Penalty 3060.904346 = -1467231.329535
  nChanged 1023
		SP:Iteration 4F (83572.910000 sec): 3 clusters
  Score: Raw -1471113.205169 + Penalty 3060.904346 = -1468052.300823
  nChanged 907
		SP:Iteration 5F (83573.110000 sec): 3 clusters
  Score: Raw -1471850.827690 + Penalty 3060.904346 = -1468789.923344
  nChanged 733
		SP:Iteration 6F (83573.330000 sec): 3 clusters
  Score: Raw -1472384.705003 + Penalty 3060.904346 = -1469323.800657
  nChanged 547
		SP:Iteration 7Q (83573.550000 sec): 3 clusters
  Score: Raw -1472759.891894 + Penalty 3060.904346 = -1469698.987548
  nChanged 388
		SP:Iteration 8Q (83573.800000 sec): 3 clusters
  Score: Raw -1473018.097263 + Penalty 3060.904346 = -1469957.192917
  nChanged 274
		SP:Iteration 9Q (83574.010000 sec): 3 clusters
  Score: Raw -1473203.152352 + Penalty 3060.904346 = -1470142.248006
  nChanged 209
		SP:Iteration 10Q (83574.260000 sec): 3 clusters
  Score: Raw -1473372.057374 + Penalty 3060.904346 = -1470311.153028
  nChanged 186
		SP:Iteration 11Q (83574.470000 sec): 3 clusters
  Score: Raw -1473548.980575 + Penalty 3060.904346 = -1470488.076229
  nChanged 161
		SP:Iteration 12Q (83574.690000 sec): 3 clusters
  Score: Raw -1473717.306545 + Penalty 3060.904346 = -1470656.402199
  nChanged 141
		SP:Iteration 13Q (83574.940000 sec): 3 clusters
  Score: Raw -1473821.811419 + Penalty 3060.904346 = -1470760.907072
  nChanged 96
		SP:Iteration 14Q (83575.150000 sec): 3 clusters
  Score: Raw -1473875.869889 + Penalty 3060.904346 = -1470814.965543
  nChanged 60
		SP:Iteration 15Q (83575.350000 sec): 3 clusters
  Score: Raw -1473900.490522 + Penalty 3060.904346 = -1470839.586176
  nChanged 44
		SP:Iteration 16Q (83575.570000 sec): 3 clusters
  Score: Raw -1473918.666743 + Penalty 3060.904346 = -1470857.762397
  nChanged 31
		SP:Iteration 17Q (83575.790000 sec): 3 clusters
  Score: Raw -1473930.686923 + Penalty 3060.904346 = -1470869.782577
  nChanged 28
		SP:Iteration 18Q (83576.050000 sec): 3 clusters
  Score: Raw -1473939.837402 + Penalty 3060.904346 = -1470878.933056
  nChanged 26
		SP:Iteration 19Q (83576.250000 sec): 3 clusters
  Score: Raw -1473946.421077 + Penalty 3060.904346 = -1470885.516731
  nChanged 21
		SP:Iteration 20F (83576.470000 sec): 3 clusters
  Score: Raw -1473952.851044 + Penalty 3060.904346 = -1470891.946698
  nChanged 13
		SP:Iteration 21Q (83576.670000 sec): 3 clusters
  Score: Raw -1473957.034066 + Penalty 3060.904346 = -1470896.129720
  nChanged 17
		SP:Iteration 22Q (83576.870000 sec): 3 clusters
  Score: Raw -1473962.440480 + Penalty 3060.904346 = -1470901.536133
  nChanged 11
		SP:Iteration 23Q (83577.130000 sec): 3 clusters
  Score: Raw -1473965.799590 + Penalty 3060.904346 = -1470904.895243
  nChanged 17
		SP:Iteration 24Q (83577.310000 sec): 3 clusters
  Score: Raw -1473971.550104 + Penalty 3060.904346 = -1470910.645757
  nChanged 16
		SP:Iteration 25Q (83577.550000 sec): 3 clusters
  Score: Raw -1473976.411562 + Penalty 3060.904346 = -1470915.507216
  nChanged 18
		SP:Iteration 26Q (83577.820000 sec): 3 clusters
  Score: Raw -1473981.146848 + Penalty 3060.904346 = -1470920.242502
  nChanged 12
		SP:Iteration 27Q (83578.050000 sec): 3 clusters
  Score: Raw -1473985.097246 + Penalty 3060.904346 = -1470924.192900
  nChanged 18
		SP:Iteration 28Q (83578.300000 sec): 3 clusters
  Score: Raw -1473990.369734 + Penalty 3060.904346 = -1470929.465388
  nChanged 10
		SP:Iteration 29Q (83578.510000 sec): 3 clusters
  Score: Raw -1473992.552570 + Penalty 3060.904346 = -1470931.648223
  nChanged 7
		SP:Iteration 30Q (83578.750000 sec): 3 clusters
  Score: Raw -1473994.306204 + Penalty 3060.904346 = -1470933.401858
  nChanged 7
		SP:Iteration 31Q (83578.940000 sec): 3 clusters
  Score: Raw -1473996.675106 + Penalty 3060.904346 = -1470935.770760
  nChanged 8
		SP:Iteration 32Q (83579.170000 sec): 3 clusters
  Score: Raw -1473998.764398 + Penalty 3060.904346 = -1470937.860052
  nChanged 5
		SP:Iteration 33Q (83579.330000 sec): 3 clusters
  Score: Raw -1473999.571452 + Penalty 3060.904346 = -1470938.667106
  nChanged 4
		SP:Iteration 34Q (83579.580000 sec): 3 clusters
  Score: Raw -1474000.246769 + Penalty 3060.904346 = -1470939.342423
  nChanged 0
		SP:Iteration 35F (83579.780000 sec): 3 clusters
  Score: Raw -1474000.246769 + Penalty 3060.904346 = -1470939.342423
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83579.900000 sec): 2 clusters
  Score: Raw -169726.425832 + Penalty 1185.777288 = -168540.648543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83580.030000 sec): 3 clusters
  Score: Raw -169121.302448 + Penalty 2371.554577 = -166749.747871
  nChanged 507
		SP:Iteration 1F (83580.200000 sec): 3 clusters
  Score: Raw -169534.889345 + Penalty 2371.554577 = -167163.334768
  nChanged 116
		SP:Iteration 2F (83580.360000 sec): 3 clusters
  Score: Raw -169667.534014 + Penalty 2371.554577 = -167295.979437
  nChanged 86
		SP:Iteration 3F (83580.570000 sec): 3 clusters
  Score: Raw -169754.784631 + Penalty 2371.554577 = -167383.230054
  nChanged 54
		SP:Iteration 4Q (83580.740000 sec): 3 clusters
  Score: Raw -169822.387111 + Penalty 2371.554577 = -167450.832534
  nChanged 63
		SP:Iteration 5Q (83580.910000 sec): 3 clusters
  Score: Raw -169903.310188 + Penalty 2371.554577 = -167531.755611
  nChanged 54
		SP:Iteration 6Q (83581.110000 sec): 3 clusters
  Score: Raw -169966.306004 + Penalty 2371.554577 = -167594.751427
  nChanged 46
		SP:Iteration 7Q (83581.250000 sec): 3 clusters
  Score: Raw -170029.228757 + Penalty 2371.554577 = -167657.674181
  nChanged 50
		SP:Iteration 8Q (83581.420000 sec): 3 clusters
  Score: Raw -170106.721973 + Penalty 2371.554577 = -167735.167396
  nChanged 44
		SP:Iteration 9Q (83581.570000 sec): 3 clusters
  Score: Raw -170161.399536 + Penalty 2371.554577 = -167789.844959
  nChanged 29
		SP:Iteration 10Q (83581.730000 sec): 3 clusters
  Score: Raw -170192.586238 + Penalty 2371.554577 = -167821.031661
  nChanged 29
		SP:Iteration 11Q (83581.930000 sec): 3 clusters
  Score: Raw -170222.242958 + Penalty 2371.554577 = -167850.688381
  nChanged 29
		SP:Iteration 12Q (83582.110000 sec): 3 clusters
  Score: Raw -170266.224593 + Penalty 2371.554577 = -167894.670016
  nChanged 34
		SP:Iteration 13Q (83582.260000 sec): 3 clusters
  Score: Raw -170324.332713 + Penalty 2371.554577 = -167952.778137
  nChanged 36
		SP:Iteration 14Q (83582.430000 sec): 3 clusters
  Score: Raw -170370.215501 + Penalty 2371.554577 = -167998.660925
  nChanged 35
		SP:Iteration 15Q (83582.610000 sec): 3 clusters
  Score: Raw -170407.635685 + Penalty 2371.554577 = -168036.081108
  nChanged 23
		SP:Iteration 16Q (83582.790000 sec): 3 clusters
  Score: Raw -170424.746881 + Penalty 2371.554577 = -168053.192305
  nChanged 8
		SP:Iteration 17Q (83582.970000 sec): 3 clusters
  Score: Raw -170429.383177 + Penalty 2371.554577 = -168057.828601
  nChanged 8
		SP:Iteration 18Q (83583.130000 sec): 3 clusters
  Score: Raw -170434.676969 + Penalty 2371.554577 = -168063.122392
  nChanged 8
		SP:Iteration 19Q (83583.340000 sec): 3 clusters
  Score: Raw -170440.813636 + Penalty 2371.554577 = -168069.259059
  nChanged 8
		SP:Iteration 20F (83583.480000 sec): 3 clusters
  Score: Raw -170445.713082 + Penalty 2371.554577 = -168074.158505
  nChanged 9
		SP:Iteration 21Q (83583.650000 sec): 3 clusters
  Score: Raw -170451.717194 + Penalty 2371.554577 = -168080.162617
  nChanged 7
		SP:Iteration 22Q (83583.850000 sec): 3 clusters
  Score: Raw -170457.692298 + Penalty 2371.554577 = -168086.137722
  nChanged 11
		SP:Iteration 23Q (83584.020000 sec): 3 clusters
  Score: Raw -170468.127759 + Penalty 2371.554577 = -168096.573182
  nChanged 10
		SP:Iteration 24Q (83584.170000 sec): 3 clusters
  Score: Raw -170477.663272 + Penalty 2371.554577 = -168106.108695
  nChanged 8
		SP:Iteration 25Q (83584.330000 sec): 3 clusters
  Score: Raw -170483.608065 + Penalty 2371.554577 = -168112.053488
  nChanged 4
		SP:Iteration 26Q (83584.540000 sec): 3 clusters
  Score: Raw -170485.543992 + Penalty 2371.554577 = -168113.989415
  nChanged 2
		SP:Iteration 27Q (83584.700000 sec): 3 clusters
  Score: Raw -170486.998769 + Penalty 2371.554577 = -168115.444192
  nChanged 1
		SP:Iteration 28Q (83584.850000 sec): 3 clusters
  Score: Raw -170487.304096 + Penalty 2371.554577 = -168115.749519
  nChanged 0
		SP:Iteration 29F (83585.070000 sec): 3 clusters
  Score: Raw -170487.304096 + Penalty 2371.554577 = -168115.749519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (1459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83585.130000 sec): 2 clusters
  Score: Raw -171306.547434 + Penalty 1183.894814 = -170122.652620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83585.350000 sec): 3 clusters
  Score: Raw -170755.882934 + Penalty 2367.789628 = -168388.093306
  nChanged 476
		SP:Iteration 1F (83585.500000 sec): 3 clusters
  Score: Raw -171075.574712 + Penalty 2367.789628 = -168707.785084
  nChanged 116
		SP:Iteration 2F (83585.690000 sec): 3 clusters
  Score: Raw -171216.094009 + Penalty 2367.789628 = -168848.304381
  nChanged 74
		SP:Iteration 3F (83585.820000 sec): 3 clusters
  Score: Raw -171289.535729 + Penalty 2367.789628 = -168921.746101
  nChanged 56
		SP:Iteration 4Q (83586.010000 sec): 3 clusters
  Score: Raw -171339.054785 + Penalty 2367.789628 = -168971.265156
  nChanged 52
		SP:Iteration 5Q (83586.170000 sec): 3 clusters
  Score: Raw -171378.479444 + Penalty 2367.789628 = -169010.689816
  nChanged 40
		SP:Iteration 6Q (83586.360000 sec): 3 clusters
  Score: Raw -171410.543935 + Penalty 2367.789628 = -169042.754307
  nChanged 42
		SP:Iteration 7Q (83586.540000 sec): 3 clusters
  Score: Raw -171457.540667 + Penalty 2367.789628 = -169089.751039
  nChanged 40
		SP:Iteration 8Q (83586.730000 sec): 3 clusters
  Score: Raw -171496.095819 + Penalty 2367.789628 = -169128.306191
  nChanged 40
		SP:Iteration 9Q (83586.910000 sec): 3 clusters
  Score: Raw -171534.198967 + Penalty 2367.789628 = -169166.409338
  nChanged 26
		SP:Iteration 10Q (83587.090000 sec): 3 clusters
  Score: Raw -171554.569952 + Penalty 2367.789628 = -169186.780324
  nChanged 24
		SP:Iteration 11Q (83587.280000 sec): 3 clusters
  Score: Raw -171575.110940 + Penalty 2367.789628 = -169207.321312
  nChanged 21
		SP:Iteration 12Q (83587.500000 sec): 3 clusters
  Score: Raw -171590.023611 + Penalty 2367.789628 = -169222.233983
  nChanged 22
		SP:Iteration 13Q (83587.640000 sec): 3 clusters
  Score: Raw -171609.307199 + Penalty 2367.789628 = -169241.517571
  nChanged 20
		SP:Iteration 14Q (83587.840000 sec): 3 clusters
  Score: Raw -171621.543673 + Penalty 2367.789628 = -169253.754045
  nChanged 10
		SP:Iteration 15Q (83587.990000 sec): 3 clusters
  Score: Raw -171626.763851 + Penalty 2367.789628 = -169258.974222
  nChanged 6
		SP:Iteration 16Q (83588.170000 sec): 3 clusters
  Score: Raw -171629.336443 + Penalty 2367.789628 = -169261.546815
  nChanged 9
		SP:Iteration 17Q (83588.340000 sec): 3 clusters
  Score: Raw -171634.142311 + Penalty 2367.789628 = -169266.352683
  nChanged 7
		SP:Iteration 18Q (83588.500000 sec): 3 clusters
  Score: Raw -171637.224470 + Penalty 2367.789628 = -169269.434842
  nChanged 3
		SP:Iteration 19Q (83588.700000 sec): 3 clusters
  Score: Raw -171639.289015 + Penalty 2367.789628 = -169271.499386
  nChanged 4
		SP:Iteration 20F (83588.880000 sec): 3 clusters
  Score: Raw -171641.773901 + Penalty 2367.789628 = -169273.984273
  nChanged 7
		SP:Iteration 21Q (83589.070000 sec): 3 clusters
  Score: Raw -171645.124571 + Penalty 2367.789628 = -169277.334943
  nChanged 5
		SP:Iteration 22Q (83589.210000 sec): 3 clusters
  Score: Raw -171647.427590 + Penalty 2367.789628 = -169279.637961
  nChanged 8
		SP:Iteration 23Q (83589.400000 sec): 3 clusters
  Score: Raw -171652.580149 + Penalty 2367.789628 = -169284.790521
  nChanged 10
		SP:Iteration 24Q (83589.610000 sec): 3 clusters
  Score: Raw -171659.664568 + Penalty 2367.789628 = -169291.874939
  nChanged 8
		SP:Iteration 25Q (83589.750000 sec): 3 clusters
  Score: Raw -171665.749416 + Penalty 2367.789628 = -169297.959788
  nChanged 10
		SP:Iteration 26Q (83589.930000 sec): 3 clusters
  Score: Raw -171672.365733 + Penalty 2367.789628 = -169304.576105
  nChanged 10
		SP:Iteration 27Q (83590.110000 sec): 3 clusters
  Score: Raw -171678.092052 + Penalty 2367.789628 = -169310.302424
  nChanged 6
		SP:Iteration 28Q (83590.310000 sec): 3 clusters
  Score: Raw -171680.903314 + Penalty 2367.789628 = -169313.113686
  nChanged 6
		SP:Iteration 29Q (83590.510000 sec): 3 clusters
  Score: Raw -171684.224204 + Penalty 2367.789628 = -169316.434575
  nChanged 5
		SP:Iteration 30Q (83590.650000 sec): 3 clusters
  Score: Raw -171688.232849 + Penalty 2367.789628 = -169320.443221
  nChanged 5
		SP:Iteration 31Q (83590.810000 sec): 3 clusters
  Score: Raw -171692.092834 + Penalty 2367.789628 = -169324.303206
  nChanged 11
		SP:Iteration 32Q (83590.980000 sec): 3 clusters
  Score: Raw -171699.627095 + Penalty 2367.789628 = -169331.837467
  nChanged 6
		SP:Iteration 33Q (83591.160000 sec): 3 clusters
  Score: Raw -171704.728882 + Penalty 2367.789628 = -169336.939253
  nChanged 6
		SP:Iteration 34Q (83591.380000 sec): 3 clusters
  Score: Raw -171709.318581 + Penalty 2367.789628 = -169341.528953
  nChanged 6
		SP:Iteration 35Q (83591.520000 sec): 3 clusters
  Score: Raw -171712.323656 + Penalty 2367.789628 = -169344.534028
  nChanged 1
		SP:Iteration 36Q (83591.710000 sec): 3 clusters
  Score: Raw -171712.800144 + Penalty 2367.789628 = -169345.010516
  nChanged 0
		SP:Iteration 37F (83591.910000 sec): 3 clusters
  Score: Raw -171712.800144 + Penalty 2367.789628 = -169345.010516
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (2047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83592.010000 sec): 2 clusters
  Score: Raw -230856.974407 + Penalty 1238.921220 = -229618.053187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83592.190000 sec): 3 clusters
  Score: Raw -229990.364315 + Penalty 2477.842440 = -227512.521875
  nChanged 737
		SP:Iteration 1F (83592.370000 sec): 3 clusters
  Score: Raw -230587.691240 + Penalty 2477.842440 = -228109.848800
  nChanged 184
		SP:Iteration 2F (83592.540000 sec): 3 clusters
  Score: Raw -230830.169902 + Penalty 2477.842440 = -228352.327461
  nChanged 131
		SP:Iteration 3F (83592.740000 sec): 3 clusters
  Score: Raw -231026.424732 + Penalty 2477.842440 = -228548.582292
  nChanged 96
		SP:Iteration 4Q (83592.870000 sec): 3 clusters
  Score: Raw -231128.884796 + Penalty 2477.842440 = -228651.042356
  nChanged 82
		SP:Iteration 5Q (83593.030000 sec): 3 clusters
  Score: Raw -231194.284150 + Penalty 2477.842440 = -228716.441710
  nChanged 64
		SP:Iteration 6Q (83593.240000 sec): 3 clusters
  Score: Raw -231254.405967 + Penalty 2477.842440 = -228776.563527
  nChanged 66
		SP:Iteration 7Q (83593.410000 sec): 3 clusters
  Score: Raw -231317.604990 + Penalty 2477.842440 = -228839.762550
  nChanged 66
		SP:Iteration 8Q (83593.560000 sec): 3 clusters
  Score: Raw -231371.250225 + Penalty 2477.842440 = -228893.407785
  nChanged 68
		SP:Iteration 9Q (83593.740000 sec): 3 clusters
  Score: Raw -231436.501471 + Penalty 2477.842440 = -228958.659031
  nChanged 62
		SP:Iteration 10Q (83593.920000 sec): 3 clusters
  Score: Raw -231494.827221 + Penalty 2477.842440 = -229016.984781
  nChanged 55
		SP:Iteration 11Q (83594.080000 sec): 3 clusters
  Score: Raw -231550.767076 + Penalty 2477.842440 = -229072.924636
  nChanged 53
		SP:Iteration 12Q (83594.240000 sec): 3 clusters
  Score: Raw -231599.249965 + Penalty 2477.842440 = -229121.407524
  nChanged 42
		SP:Iteration 13Q (83594.440000 sec): 3 clusters
  Score: Raw -231639.009586 + Penalty 2477.842440 = -229161.167146
  nChanged 33
		SP:Iteration 14Q (83594.600000 sec): 3 clusters
  Score: Raw -231665.673562 + Penalty 2477.842440 = -229187.831122
  nChanged 26
		SP:Iteration 15Q (83594.760000 sec): 3 clusters
  Score: Raw -231685.273469 + Penalty 2477.842440 = -229207.431029
  nChanged 27
		SP:Iteration 16Q (83594.910000 sec): 3 clusters
  Score: Raw -231705.786323 + Penalty 2477.842440 = -229227.943882
  nChanged 21
		SP:Iteration 17Q (83595.120000 sec): 3 clusters
  Score: Raw -231718.101078 + Penalty 2477.842440 = -229240.258638
  nChanged 9
		SP:Iteration 18Q (83595.290000 sec): 3 clusters
  Score: Raw -231723.179024 + Penalty 2477.842440 = -229245.336584
  nChanged 8
		SP:Iteration 19Q (83595.450000 sec): 3 clusters
  Score: Raw -231728.312998 + Penalty 2477.842440 = -229250.470557
  nChanged 9
		SP:Iteration 20F (83595.600000 sec): 3 clusters
  Score: Raw -231735.678785 + Penalty 2477.842440 = -229257.836344
  nChanged 7
		SP:Iteration 21Q (83595.780000 sec): 3 clusters
  Score: Raw -231754.465251 + Penalty 2477.842440 = -229276.622810
  nChanged 20
		SP:Iteration 22Q (83595.970000 sec): 3 clusters
  Score: Raw -231774.330892 + Penalty 2477.842440 = -229296.488452
  nChanged 17
		SP:Iteration 23Q (83596.190000 sec): 3 clusters
  Score: Raw -231793.622499 + Penalty 2477.842440 = -229315.780058
  nChanged 17
		SP:Iteration 24Q (83596.350000 sec): 3 clusters
  Score: Raw -231805.992419 + Penalty 2477.842440 = -229328.149978
  nChanged 9
		SP:Iteration 25Q (83596.520000 sec): 3 clusters
  Score: Raw -231811.623445 + Penalty 2477.842440 = -229333.781004
  nChanged 10
		SP:Iteration 26Q (83596.700000 sec): 3 clusters
  Score: Raw -231819.974051 + Penalty 2477.842440 = -229342.131610
  nChanged 4
		SP:Iteration 27Q (83596.910000 sec): 3 clusters
  Score: Raw -231823.017828 + Penalty 2477.842440 = -229345.175388
  nChanged 4
		SP:Iteration 28Q (83597.060000 sec): 3 clusters
  Score: Raw -231825.003817 + Penalty 2477.842440 = -229347.161377
  nChanged 5
		SP:Iteration 29Q (83597.260000 sec): 3 clusters
  Score: Raw -231827.902312 + Penalty 2477.842440 = -229350.059872
  nChanged 4
		SP:Iteration 30Q (83597.420000 sec): 3 clusters
  Score: Raw -231831.193924 + Penalty 2477.842440 = -229353.351483
  nChanged 1
		SP:Iteration 31Q (83597.600000 sec): 3 clusters
  Score: Raw -231831.455164 + Penalty 2477.842440 = -229353.612724
  nChanged 0
		SP:Iteration 32F (83597.730000 sec): 3 clusters
  Score: Raw -231831.455164 + Penalty 2477.842440 = -229353.612724
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83597.860000 sec): 2 clusters
  Score: Raw -1026682.006709 + Penalty 1474.460625 = -1025207.546084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83598.120000 sec): 3 clusters
  Score: Raw -1021814.673308 + Penalty 2948.921251 = -1018865.752057
  nChanged 3729
		SP:Iteration 1F (83598.310000 sec): 3 clusters
  Score: Raw -1023841.870928 + Penalty 2948.921251 = -1020892.949677
  nChanged 544
		SP:Iteration 2F (83598.510000 sec): 3 clusters
  Score: Raw -1024100.008345 + Penalty 2948.921251 = -1021151.087094
  nChanged 458
		SP:Iteration 3F (83598.740000 sec): 3 clusters
  Score: Raw -1024302.180630 + Penalty 2948.921251 = -1021353.259379
  nChanged 391
		SP:Iteration 4Q (83598.920000 sec): 3 clusters
  Score: Raw -1024473.416788 + Penalty 2948.921251 = -1021524.495538
  nChanged 331
		SP:Iteration 5Q (83599.140000 sec): 3 clusters
  Score: Raw -1024612.892277 + Penalty 2948.921251 = -1021663.971027
  nChanged 301
		SP:Iteration 6Q (83599.370000 sec): 3 clusters
  Score: Raw -1024744.921526 + Penalty 2948.921251 = -1021796.000276
  nChanged 307
		SP:Iteration 7Q (83599.610000 sec): 3 clusters
  Score: Raw -1024882.659670 + Penalty 2948.921251 = -1021933.738419
  nChanged 277
		SP:Iteration 8Q (83599.840000 sec): 3 clusters
  Score: Raw -1025004.200026 + Penalty 2948.921251 = -1022055.278775
  nChanged 282
		SP:Iteration 9Q (83600.020000 sec): 3 clusters
  Score: Raw -1025130.835289 + Penalty 2948.921251 = -1022181.914039
  nChanged 270
		SP:Iteration 10Q (83600.250000 sec): 3 clusters
  Score: Raw -1025265.496068 + Penalty 2948.921251 = -1022316.574817
  nChanged 291
		SP:Iteration 11Q (83600.460000 sec): 3 clusters
  Score: Raw -1025412.532609 + Penalty 2948.921251 = -1022463.611358
  nChanged 261
		SP:Iteration 12Q (83600.650000 sec): 3 clusters
  Score: Raw -1025548.845780 + Penalty 2948.921251 = -1022599.924529
  nChanged 258
		SP:Iteration 13Q (83600.890000 sec): 3 clusters
  Score: Raw -1025680.273916 + Penalty 2948.921251 = -1022731.352665
  nChanged 246
		SP:Iteration 14Q (83601.080000 sec): 3 clusters
  Score: Raw -1025799.477945 + Penalty 2948.921251 = -1022850.556694
  nChanged 220
		SP:Iteration 15Q (83601.340000 sec): 3 clusters
  Score: Raw -1025888.178569 + Penalty 2948.921251 = -1022939.257319
  nChanged 180
		SP:Iteration 16Q (83601.540000 sec): 3 clusters
  Score: Raw -1025951.529900 + Penalty 2948.921251 = -1023002.608649
  nChanged 133
		SP:Iteration 17Q (83601.770000 sec): 3 clusters
  Score: Raw -1025992.734141 + Penalty 2948.921251 = -1023043.812890
  nChanged 98
		SP:Iteration 18Q (83601.970000 sec): 3 clusters
  Score: Raw -1026020.908270 + Penalty 2948.921251 = -1023071.987019
  nChanged 89
		SP:Iteration 19Q (83602.220000 sec): 3 clusters
  Score: Raw -1026045.735704 + Penalty 2948.921251 = -1023096.814454
  nChanged 73
		SP:Iteration 20F (83602.400000 sec): 3 clusters
  Score: Raw -1026064.332465 + Penalty 2948.921251 = -1023115.411214
  nChanged 68
		SP:Iteration 21Q (83602.600000 sec): 3 clusters
  Score: Raw -1026081.285439 + Penalty 2948.921251 = -1023132.364188
  nChanged 63
		SP:Iteration 22Q (83602.820000 sec): 3 clusters
  Score: Raw -1026098.986711 + Penalty 2948.921251 = -1023150.065461
  nChanged 61
		SP:Iteration 23Q (83603.050000 sec): 3 clusters
  Score: Raw -1026113.756268 + Penalty 2948.921251 = -1023164.835018
  nChanged 53
		SP:Iteration 24Q (83603.250000 sec): 3 clusters
  Score: Raw -1026124.835854 + Penalty 2948.921251 = -1023175.914603
  nChanged 45
		SP:Iteration 25Q (83603.470000 sec): 3 clusters
  Score: Raw -1026132.322474 + Penalty 2948.921251 = -1023183.401224
  nChanged 35
		SP:Iteration 26Q (83603.670000 sec): 3 clusters
  Score: Raw -1026137.232355 + Penalty 2948.921251 = -1023188.311105
  nChanged 32
		SP:Iteration 27Q (83603.860000 sec): 3 clusters
  Score: Raw -1026143.516237 + Penalty 2948.921251 = -1023194.594986
  nChanged 39
		SP:Iteration 28Q (83604.100000 sec): 3 clusters
  Score: Raw -1026150.593841 + Penalty 2948.921251 = -1023201.672590
  nChanged 26
		SP:Iteration 29Q (83604.290000 sec): 3 clusters
  Score: Raw -1026154.733234 + Penalty 2948.921251 = -1023205.811983
  nChanged 22
		SP:Iteration 30Q (83604.530000 sec): 3 clusters
  Score: Raw -1026158.592050 + Penalty 2948.921251 = -1023209.670799
  nChanged 26
		SP:Iteration 31Q (83604.720000 sec): 3 clusters
  Score: Raw -1026162.917873 + Penalty 2948.921251 = -1023213.996622
  nChanged 25
		SP:Iteration 32Q (83604.960000 sec): 3 clusters
  Score: Raw -1026166.915948 + Penalty 2948.921251 = -1023217.994697
  nChanged 19
		SP:Iteration 33Q (83605.170000 sec): 3 clusters
  Score: Raw -1026169.534933 + Penalty 2948.921251 = -1023220.613683
  nChanged 16
		SP:Iteration 34Q (83605.360000 sec): 3 clusters
  Score: Raw -1026171.083860 + Penalty 2948.921251 = -1023222.162610
  nChanged 16
		SP:Iteration 35Q (83605.540000 sec): 3 clusters
  Score: Raw -1026173.890375 + Penalty 2948.921251 = -1023224.969124
  nChanged 21
		SP:Iteration 36Q (83605.770000 sec): 3 clusters
  Score: Raw -1026176.543094 + Penalty 2948.921251 = -1023227.621843
  nChanged 12
		SP:Iteration 37Q (83605.980000 sec): 3 clusters
  Score: Raw -1026177.947116 + Penalty 2948.921251 = -1023229.025866
  nChanged 12
		SP:Iteration 38Q (83606.160000 sec): 3 clusters
  Score: Raw -1026180.080343 + Penalty 2948.921251 = -1023231.159093
  nChanged 13
		SP:Iteration 39Q (83606.340000 sec): 3 clusters
  Score: Raw -1026181.720915 + Penalty 2948.921251 = -1023232.799665
  nChanged 10
		SP:Iteration 40F (83606.540000 sec): 3 clusters
  Score: Raw -1026183.015364 + Penalty 2948.921251 = -1023234.094113
  nChanged 10
		SP:Iteration 41Q (83606.730000 sec): 3 clusters
  Score: Raw -1026184.853111 + Penalty 2948.921251 = -1023235.931861
  nChanged 17
		SP:Iteration 42Q (83606.920000 sec): 3 clusters
  Score: Raw -1026187.525485 + Penalty 2948.921251 = -1023238.604234
  nChanged 11
		SP:Iteration 43Q (83607.110000 sec): 3 clusters
  Score: Raw -1026188.860065 + Penalty 2948.921251 = -1023239.938814
  nChanged 12
		SP:Iteration 44Q (83607.290000 sec): 3 clusters
  Score: Raw -1026190.673026 + Penalty 2948.921251 = -1023241.751775
  nChanged 16
		SP:Iteration 45Q (83607.540000 sec): 3 clusters
  Score: Raw -1026193.007848 + Penalty 2948.921251 = -1023244.086597
  nChanged 14
		SP:Iteration 46Q (83607.710000 sec): 3 clusters
  Score: Raw -1026195.123315 + Penalty 2948.921251 = -1023246.202064
  nChanged 17
		SP:Iteration 47Q (83607.900000 sec): 3 clusters
  Score: Raw -1026197.758741 + Penalty 2948.921251 = -1023248.837490
  nChanged 17
		SP:Iteration 48Q (83608.120000 sec): 3 clusters
  Score: Raw -1026200.465389 + Penalty 2948.921251 = -1023251.544138
  nChanged 23
		SP:Iteration 49Q (83608.320000 sec): 3 clusters
  Score: Raw -1026203.778490 + Penalty 2948.921251 = -1023254.857239
  nChanged 15
		SP:Iteration 50Q (83608.480000 sec): 3 clusters
  Score: Raw -1026206.339505 + Penalty 2948.921251 = -1023257.418254
  nChanged 21
		SP:Iteration 51Q (83608.680000 sec): 3 clusters
  Score: Raw -1026209.513056 + Penalty 2948.921251 = -1023260.591805
  nChanged 20
		SP:Iteration 52Q (83608.910000 sec): 3 clusters
  Score: Raw -1026212.783081 + Penalty 2948.921251 = -1023263.861830
  nChanged 15
		SP:Iteration 53Q (83609.140000 sec): 3 clusters
  Score: Raw -1026214.605445 + Penalty 2948.921251 = -1023265.684194
  nChanged 10
		SP:Iteration 54Q (83609.340000 sec): 3 clusters
  Score: Raw -1026215.374204 + Penalty 2948.921251 = -1023266.452953
  nChanged 7
		SP:Iteration 55Q (83609.540000 sec): 3 clusters
  Score: Raw -1026216.302992 + Penalty 2948.921251 = -1023267.381741
  nChanged 4
		SP:Iteration 56Q (83609.790000 sec): 3 clusters
  Score: Raw -1026216.644621 + Penalty 2948.921251 = -1023267.723370
  nChanged 3
		SP:Iteration 57Q (83609.980000 sec): 3 clusters
  Score: Raw -1026216.925909 + Penalty 2948.921251 = -1023268.004658
  nChanged 2
		SP:Iteration 58Q (83610.160000 sec): 3 clusters
  Score: Raw -1026217.184449 + Penalty 2948.921251 = -1023268.263198
  nChanged 2
		SP:Iteration 59Q (83610.360000 sec): 3 clusters
  Score: Raw -1026217.387871 + Penalty 2948.921251 = -1023268.466621
  nChanged 1
		SP:Iteration 60F (83610.590000 sec): 3 clusters
  Score: Raw -1026217.492937 + Penalty 2948.921251 = -1023268.571686
  nChanged 1
		SP:Iteration 61Q (83610.780000 sec): 3 clusters
  Score: Raw -1026217.550020 + Penalty 2948.921251 = -1023268.628769
  nChanged 3
		SP:Iteration 62Q (83610.960000 sec): 3 clusters
  Score: Raw -1026217.802173 + Penalty 2948.921251 = -1023268.880923
  nChanged 0
		SP:Iteration 63F (83611.180000 sec): 3 clusters
  Score: Raw -1026217.802173 + Penalty 2948.921251 = -1023268.880923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (12802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83611.310000 sec): 2 clusters
  Score: Raw -1410023.648063 + Penalty 1536.820462 = -1408486.827601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83611.560000 sec): 3 clusters
  Score: Raw -1402602.349860 + Penalty 3073.640924 = -1399528.708937
  nChanged 5622
		SP:Iteration 1F (83611.800000 sec): 3 clusters
  Score: Raw -1406126.853297 + Penalty 3073.640924 = -1403053.212373
  nChanged 1007
		SP:Iteration 2F (83612.010000 sec): 3 clusters
  Score: Raw -1406852.432137 + Penalty 3073.640924 = -1403778.791213
  nChanged 972
		SP:Iteration 3F (83612.220000 sec): 3 clusters
  Score: Raw -1407592.983340 + Penalty 3073.640924 = -1404519.342417
  nChanged 919
		SP:Iteration 4F (83612.460000 sec): 3 clusters
  Score: Raw -1408277.889736 + Penalty 3073.640924 = -1405204.248813
  nChanged 860
		SP:Iteration 5F (83612.640000 sec): 3 clusters
  Score: Raw -1408890.096762 + Penalty 3073.640924 = -1405816.455838
  nChanged 696
		SP:Iteration 6F (83612.910000 sec): 3 clusters
  Score: Raw -1409307.504313 + Penalty 3073.640924 = -1406233.863390
  nChanged 544
		SP:Iteration 7Q (83613.140000 sec): 3 clusters
  Score: Raw -1409626.127854 + Penalty 3073.640924 = -1406552.486931
  nChanged 445
		SP:Iteration 8Q (83613.320000 sec): 3 clusters
  Score: Raw -1409868.227784 + Penalty 3073.640924 = -1406794.586860
  nChanged 400
		SP:Iteration 9Q (83613.560000 sec): 3 clusters
  Score: Raw -1410064.469872 + Penalty 3073.640924 = -1406990.828949
  nChanged 323
		SP:Iteration 10Q (83613.800000 sec): 3 clusters
  Score: Raw -1410201.300889 + Penalty 3073.640924 = -1407127.659966
  nChanged 245
		SP:Iteration 11Q (83614.060000 sec): 3 clusters
  Score: Raw -1410313.398862 + Penalty 3073.640924 = -1407239.757939
  nChanged 239
		SP:Iteration 12Q (83614.270000 sec): 3 clusters
  Score: Raw -1410404.669818 + Penalty 3073.640924 = -1407331.028895
  nChanged 188
		SP:Iteration 13Q (83614.490000 sec): 3 clusters
  Score: Raw -1410476.437945 + Penalty 3073.640924 = -1407402.797022
  nChanged 164
		SP:Iteration 14Q (83614.750000 sec): 3 clusters
  Score: Raw -1410540.982967 + Penalty 3073.640924 = -1407467.342043
  nChanged 178
		SP:Iteration 15Q (83614.950000 sec): 3 clusters
  Score: Raw -1410606.027480 + Penalty 3073.640924 = -1407532.386556
  nChanged 170
		SP:Iteration 16Q (83615.200000 sec): 3 clusters
  Score: Raw -1410667.534159 + Penalty 3073.640924 = -1407593.893235
  nChanged 156
		SP:Iteration 17Q (83615.410000 sec): 3 clusters
  Score: Raw -1410723.966855 + Penalty 3073.640924 = -1407650.325932
  nChanged 146
		SP:Iteration 18Q (83615.610000 sec): 3 clusters
  Score: Raw -1410781.866938 + Penalty 3073.640924 = -1407708.226015
  nChanged 148
		SP:Iteration 19Q (83615.830000 sec): 3 clusters
  Score: Raw -1410840.923400 + Penalty 3073.640924 = -1407767.282476
  nChanged 136
		SP:Iteration 20F (83616.090000 sec): 3 clusters
  Score: Raw -1410887.107126 + Penalty 3073.640924 = -1407813.466202
  nChanged 121
		SP:Iteration 21Q (83616.290000 sec): 3 clusters
  Score: Raw -1410925.516285 + Penalty 3073.640924 = -1407851.875361
  nChanged 119
		SP:Iteration 22Q (83616.510000 sec): 3 clusters
  Score: Raw -1410957.576144 + Penalty 3073.640924 = -1407883.935221
  nChanged 90
		SP:Iteration 23Q (83616.760000 sec): 3 clusters
  Score: Raw -1410981.797147 + Penalty 3073.640924 = -1407908.156223
  nChanged 79
		SP:Iteration 24Q (83616.980000 sec): 3 clusters
  Score: Raw -1411000.034874 + Penalty 3073.640924 = -1407926.393950
  nChanged 57
		SP:Iteration 25Q (83617.210000 sec): 3 clusters
  Score: Raw -1411012.015376 + Penalty 3073.640924 = -1407938.374452
  nChanged 49
		SP:Iteration 26Q (83617.410000 sec): 3 clusters
  Score: Raw -1411021.962220 + Penalty 3073.640924 = -1407948.321296
  nChanged 35
		SP:Iteration 27Q (83617.670000 sec): 3 clusters
  Score: Raw -1411028.063216 + Penalty 3073.640924 = -1407954.422292
  nChanged 33
		SP:Iteration 28Q (83617.900000 sec): 3 clusters
  Score: Raw -1411034.405627 + Penalty 3073.640924 = -1407960.764704
  nChanged 32
		SP:Iteration 29Q (83618.120000 sec): 3 clusters
  Score: Raw -1411040.859478 + Penalty 3073.640924 = -1407967.218555
  nChanged 28
		SP:Iteration 30Q (83618.340000 sec): 3 clusters
  Score: Raw -1411044.692622 + Penalty 3073.640924 = -1407971.051699
  nChanged 24
		SP:Iteration 31Q (83618.620000 sec): 3 clusters
  Score: Raw -1411047.482925 + Penalty 3073.640924 = -1407973.842002
  nChanged 16
		SP:Iteration 32Q (83618.860000 sec): 3 clusters
  Score: Raw -1411050.393927 + Penalty 3073.640924 = -1407976.753004
  nChanged 14
		SP:Iteration 33Q (83619.070000 sec): 3 clusters
  Score: Raw -1411052.366230 + Penalty 3073.640924 = -1407978.725306
  nChanged 16
		SP:Iteration 34Q (83619.320000 sec): 3 clusters
  Score: Raw -1411054.321940 + Penalty 3073.640924 = -1407980.681016
  nChanged 15
		SP:Iteration 35Q (83619.550000 sec): 3 clusters
  Score: Raw -1411056.024835 + Penalty 3073.640924 = -1407982.383911
  nChanged 13
		SP:Iteration 36Q (83619.760000 sec): 3 clusters
  Score: Raw -1411057.514921 + Penalty 3073.640924 = -1407983.873998
  nChanged 11
		SP:Iteration 37Q (83619.970000 sec): 3 clusters
  Score: Raw -1411058.442041 + Penalty 3073.640924 = -1407984.801118
  nChanged 7
		SP:Iteration 38Q (83620.190000 sec): 3 clusters
  Score: Raw -1411059.446199 + Penalty 3073.640924 = -1407985.805276
  nChanged 9
		SP:Iteration 39Q (83620.430000 sec): 3 clusters
  Score: Raw -1411060.447098 + Penalty 3073.640924 = -1407986.806174
  nChanged 8
		SP:Iteration 40F (83620.670000 sec): 3 clusters
  Score: Raw -1411060.904112 + Penalty 3073.640924 = -1407987.263188
  nChanged 3
		SP:Iteration 41Q (83620.890000 sec): 3 clusters
  Score: Raw -1411061.165633 + Penalty 3073.640924 = -1407987.524710
  nChanged 4
		SP:Iteration 42Q (83621.100000 sec): 3 clusters
  Score: Raw -1411061.515335 + Penalty 3073.640924 = -1407987.874412
  nChanged 3
		SP:Iteration 43Q (83621.340000 sec): 3 clusters
  Score: Raw -1411061.700763 + Penalty 3073.640924 = -1407988.059840
  nChanged 2
		SP:Iteration 44Q (83621.540000 sec): 3 clusters
  Score: Raw -1411061.812938 + Penalty 3073.640924 = -1407988.172014
  nChanged 4
		SP:Iteration 45Q (83621.780000 sec): 3 clusters
  Score: Raw -1411062.066876 + Penalty 3073.640924 = -1407988.425952
  nChanged 4
		SP:Iteration 46Q (83621.990000 sec): 3 clusters
  Score: Raw -1411062.319162 + Penalty 3073.640924 = -1407988.678238
  nChanged 3
		SP:Iteration 47Q (83622.210000 sec): 3 clusters
  Score: Raw -1411062.701446 + Penalty 3073.640924 = -1407989.060523
  nChanged 4
		SP:Iteration 48Q (83622.450000 sec): 3 clusters
  Score: Raw -1411062.977872 + Penalty 3073.640924 = -1407989.336948
  nChanged 4
		SP:Iteration 49Q (83622.670000 sec): 3 clusters
  Score: Raw -1411063.268187 + Penalty 3073.640924 = -1407989.627263
  nChanged 3
		SP:Iteration 50Q (83622.910000 sec): 3 clusters
  Score: Raw -1411063.554500 + Penalty 3073.640924 = -1407989.913576
  nChanged 2
		SP:Iteration 51Q (83623.140000 sec): 3 clusters
  Score: Raw -1411063.663054 + Penalty 3073.640924 = -1407990.022130
  nChanged 2
		SP:Iteration 52Q (83623.360000 sec): 3 clusters
  Score: Raw -1411063.810667 + Penalty 3073.640924 = -1407990.169743
  nChanged 4
		SP:Iteration 53Q (83623.620000 sec): 3 clusters
  Score: Raw -1411064.370901 + Penalty 3073.640924 = -1407990.729977
  nChanged 5
		SP:Iteration 54Q (83623.860000 sec): 3 clusters
  Score: Raw -1411064.974154 + Penalty 3073.640924 = -1407991.333231
  nChanged 6
		SP:Iteration 55Q (83624.120000 sec): 3 clusters
  Score: Raw -1411065.650598 + Penalty 3073.640924 = -1407992.009674
  nChanged 2
		SP:Iteration 56Q (83624.340000 sec): 3 clusters
  Score: Raw -1411066.100998 + Penalty 3073.640924 = -1407992.460075
  nChanged 2
		SP:Iteration 57Q (83624.600000 sec): 3 clusters
  Score: Raw -1411066.502359 + Penalty 3073.640924 = -1407992.861435
  nChanged 2
		SP:Iteration 58Q (83624.820000 sec): 3 clusters
  Score: Raw -1411066.614051 + Penalty 3073.640924 = -1407992.973128
  nChanged 3
		SP:Iteration 59Q (83625.030000 sec): 3 clusters
  Score: Raw -1411066.938416 + Penalty 3073.640924 = -1407993.297492
  nChanged 6
		SP:Iteration 60F (83625.260000 sec): 3 clusters
  Score: Raw -1411067.517510 + Penalty 3073.640924 = -1407993.876586
  nChanged 4
		SP:Iteration 61Q (83625.470000 sec): 3 clusters
  Score: Raw -1411067.982606 + Penalty 3073.640924 = -1407994.341683
  nChanged 1
		SP:Iteration 62Q (83625.700000 sec): 3 clusters
  Score: Raw -1411068.042074 + Penalty 3073.640924 = -1407994.401151
  nChanged 1
		SP:Iteration 63Q (83625.940000 sec): 3 clusters
  Score: Raw -1411068.119535 + Penalty 3073.640924 = -1407994.478612
  nChanged 1
		SP:Iteration 64Q (83626.160000 sec): 3 clusters
  Score: Raw -1411068.230355 + Penalty 3073.640924 = -1407994.589431
  nChanged 2
		SP:Iteration 65Q (83626.390000 sec): 3 clusters
  Score: Raw -1411068.466417 + Penalty 3073.640924 = -1407994.825494
  nChanged 2
		SP:Iteration 66Q (83626.610000 sec): 3 clusters
  Score: Raw -1411068.667133 + Penalty 3073.640924 = -1407995.026210
  nChanged 0
		SP:Iteration 67F (83626.850000 sec): 3 clusters
  Score: Raw -1411068.667133 + Penalty 3073.640924 = -1407995.026210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83627.000000 sec): 2 clusters
  Score: Raw -1598057.917747 + Penalty 1545.868058 = -1596512.049689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83627.270000 sec): 3 clusters
  Score: Raw -1590324.472111 + Penalty 3091.736116 = -1587232.735995
  nChanged 5906
		SP:Iteration 1F (83627.510000 sec): 3 clusters
  Score: Raw -1593485.061260 + Penalty 3091.736116 = -1590393.325145
  nChanged 819
		SP:Iteration 2F (83627.760000 sec): 3 clusters
  Score: Raw -1593856.446765 + Penalty 3091.736116 = -1590764.710650
  nChanged 719
		SP:Iteration 3F (83627.980000 sec): 3 clusters
  Score: Raw -1594184.843248 + Penalty 3091.736116 = -1591093.107132
  nChanged 679
		SP:Iteration 4F (83628.220000 sec): 3 clusters
  Score: Raw -1594517.841955 + Penalty 3091.736116 = -1591426.105840
  nChanged 637
		SP:Iteration 5Q (83628.450000 sec): 3 clusters
  Score: Raw -1594844.464870 + Penalty 3091.736116 = -1591752.728754
  nChanged 611
		SP:Iteration 6Q (83628.710000 sec): 3 clusters
  Score: Raw -1595150.150881 + Penalty 3091.736116 = -1592058.414766
  nChanged 564
		SP:Iteration 7Q (83628.940000 sec): 3 clusters
  Score: Raw -1595427.579882 + Penalty 3091.736116 = -1592335.843766
  nChanged 492
		SP:Iteration 8Q (83629.140000 sec): 3 clusters
  Score: Raw -1595689.747786 + Penalty 3091.736116 = -1592598.011670
  nChanged 509
		SP:Iteration 9Q (83629.380000 sec): 3 clusters
  Score: Raw -1595978.533156 + Penalty 3091.736116 = -1592886.797040
  nChanged 498
		SP:Iteration 10Q (83629.620000 sec): 3 clusters
  Score: Raw -1596275.201148 + Penalty 3091.736116 = -1593183.465032
  nChanged 456
		SP:Iteration 11Q (83629.910000 sec): 3 clusters
  Score: Raw -1596552.674298 + Penalty 3091.736116 = -1593460.938182
  nChanged 449
		SP:Iteration 12Q (83630.120000 sec): 3 clusters
  Score: Raw -1596826.821805 + Penalty 3091.736116 = -1593735.085689
  nChanged 412
		SP:Iteration 13Q (83630.360000 sec): 3 clusters
  Score: Raw -1597058.267330 + Penalty 3091.736116 = -1593966.531214
  nChanged 372
		SP:Iteration 14Q (83630.600000 sec): 3 clusters
  Score: Raw -1597274.907163 + Penalty 3091.736116 = -1594183.171048
  nChanged 323
		SP:Iteration 15Q (83630.820000 sec): 3 clusters
  Score: Raw -1597455.524543 + Penalty 3091.736116 = -1594363.788427
  nChanged 252
		SP:Iteration 16Q (83631.030000 sec): 3 clusters
  Score: Raw -1597590.295956 + Penalty 3091.736116 = -1594498.559841
  nChanged 218
		SP:Iteration 17Q (83631.250000 sec): 3 clusters
  Score: Raw -1597708.242550 + Penalty 3091.736116 = -1594616.506434
  nChanged 184
		SP:Iteration 18Q (83631.490000 sec): 3 clusters
  Score: Raw -1597815.722376 + Penalty 3091.736116 = -1594723.986261
  nChanged 151
		SP:Iteration 19Q (83631.720000 sec): 3 clusters
  Score: Raw -1597905.756039 + Penalty 3091.736116 = -1594814.019924
  nChanged 138
		SP:Iteration 20F (83631.990000 sec): 3 clusters
  Score: Raw -1597989.735073 + Penalty 3091.736116 = -1594897.998957
  nChanged 113
		SP:Iteration 21Q (83632.200000 sec): 3 clusters
  Score: Raw -1598057.485181 + Penalty 3091.736116 = -1594965.749066
  nChanged 91
		SP:Iteration 22Q (83632.420000 sec): 3 clusters
  Score: Raw -1598111.398301 + Penalty 3091.736116 = -1595019.662185
  nChanged 58
		SP:Iteration 23Q (83632.670000 sec): 3 clusters
  Score: Raw -1598144.466841 + Penalty 3091.736116 = -1595052.730726
  nChanged 62
		SP:Iteration 24Q (83632.890000 sec): 3 clusters
  Score: Raw -1598182.096134 + Penalty 3091.736116 = -1595090.360019
  nChanged 48
		SP:Iteration 25Q (83633.110000 sec): 3 clusters
  Score: Raw -1598206.661277 + Penalty 3091.736116 = -1595114.925162
  nChanged 39
		SP:Iteration 26Q (83633.310000 sec): 3 clusters
  Score: Raw -1598227.690675 + Penalty 3091.736116 = -1595135.954559
  nChanged 34
		SP:Iteration 27Q (83633.580000 sec): 3 clusters
  Score: Raw -1598245.962133 + Penalty 3091.736116 = -1595154.226018
  nChanged 21
		SP:Iteration 28Q (83633.810000 sec): 3 clusters
  Score: Raw -1598256.857988 + Penalty 3091.736116 = -1595165.121872
  nChanged 14
		SP:Iteration 29Q (83634.010000 sec): 3 clusters
  Score: Raw -1598265.749747 + Penalty 3091.736116 = -1595174.013632
  nChanged 16
		SP:Iteration 30Q (83634.240000 sec): 3 clusters
  Score: Raw -1598271.994540 + Penalty 3091.736116 = -1595180.258424
  nChanged 12
		SP:Iteration 31Q (83634.480000 sec): 3 clusters
  Score: Raw -1598278.181387 + Penalty 3091.736116 = -1595186.445271
  nChanged 11
		SP:Iteration 32Q (83634.720000 sec): 3 clusters
  Score: Raw -1598284.170389 + Penalty 3091.736116 = -1595192.434273
  nChanged 16
		SP:Iteration 33Q (83634.930000 sec): 3 clusters
  Score: Raw -1598293.382505 + Penalty 3091.736116 = -1595201.646389
  nChanged 21
		SP:Iteration 34Q (83635.170000 sec): 3 clusters
  Score: Raw -1598311.009569 + Penalty 3091.736116 = -1595219.273453
  nChanged 14
		SP:Iteration 35Q (83635.390000 sec): 3 clusters
  Score: Raw -1598321.124247 + Penalty 3091.736116 = -1595229.388131
  nChanged 11
		SP:Iteration 36Q (83635.630000 sec): 3 clusters
  Score: Raw -1598329.580438 + Penalty 3091.736116 = -1595237.844322
  nChanged 12
		SP:Iteration 37Q (83635.820000 sec): 3 clusters
  Score: Raw -1598337.015398 + Penalty 3091.736116 = -1595245.279283
  nChanged 11
		SP:Iteration 38Q (83636.060000 sec): 3 clusters
  Score: Raw -1598341.730020 + Penalty 3091.736116 = -1595249.993905
  nChanged 7
		SP:Iteration 39Q (83636.260000 sec): 3 clusters
  Score: Raw -1598345.242926 + Penalty 3091.736116 = -1595253.506810
  nChanged 7
		SP:Iteration 40F (83636.460000 sec): 3 clusters
  Score: Raw -1598350.160281 + Penalty 3091.736116 = -1595258.424166
  nChanged 13
		SP:Iteration 41Q (83636.710000 sec): 3 clusters
  Score: Raw -1598357.011689 + Penalty 3091.736116 = -1595265.275573
  nChanged 9
		SP:Iteration 42Q (83636.920000 sec): 3 clusters
  Score: Raw -1598360.964152 + Penalty 3091.736116 = -1595269.228037
  nChanged 5
		SP:Iteration 43Q (83637.140000 sec): 3 clusters
  Score: Raw -1598363.067391 + Penalty 3091.736116 = -1595271.331275
  nChanged 2
		SP:Iteration 44Q (83637.360000 sec): 3 clusters
  Score: Raw -1598363.802124 + Penalty 3091.736116 = -1595272.066008
  nChanged 4
		SP:Iteration 45Q (83637.570000 sec): 3 clusters
  Score: Raw -1598365.502763 + Penalty 3091.736116 = -1595273.766648
  nChanged 2
		SP:Iteration 46Q (83637.840000 sec): 3 clusters
  Score: Raw -1598366.415985 + Penalty 3091.736116 = -1595274.679870
  nChanged 4
		SP:Iteration 47Q (83638.050000 sec): 3 clusters
  Score: Raw -1598369.298085 + Penalty 3091.736116 = -1595277.561970
  nChanged 2
		SP:Iteration 48Q (83638.260000 sec): 3 clusters
  Score: Raw -1598370.881944 + Penalty 3091.736116 = -1595279.145828
  nChanged 1
		SP:Iteration 49Q (83638.500000 sec): 3 clusters
  Score: Raw -1598371.968514 + Penalty 3091.736116 = -1595280.232398
  nChanged 1
		SP:Iteration 50Q (83638.720000 sec): 3 clusters
  Score: Raw -1598372.152900 + Penalty 3091.736116 = -1595280.416784
  nChanged 0
		SP:Iteration 51F (83638.970000 sec): 3 clusters
  Score: Raw -1598372.152900 + Penalty 3091.736116 = -1595280.416784
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (22834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83639.160000 sec): 2 clusters
  Score: Raw -2652858.264462 + Penalty 1630.850964 = -2651227.413498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83639.440000 sec): 3 clusters
  Score: Raw -2638971.733663 + Penalty 3261.701928 = -2635710.031736
  nChanged 10359
		SP:Iteration 1F (83639.680000 sec): 3 clusters
  Score: Raw -2644959.402976 + Penalty 3261.701928 = -2641697.701048
  nChanged 1234
		SP:Iteration 2F (83639.980000 sec): 3 clusters
  Score: Raw -2645454.165616 + Penalty 3261.701928 = -2642192.463688
  nChanged 1131
		SP:Iteration 3Q (83640.260000 sec): 3 clusters
  Score: Raw -2645910.945372 + Penalty 3261.701928 = -2642649.243444
  nChanged 1147
		SP:Iteration 4F (83640.550000 sec): 3 clusters
  Score: Raw -2646415.143913 + Penalty 3261.701928 = -2643153.441985
  nChanged 1078
		SP:Iteration 5Q (83640.800000 sec): 3 clusters
  Score: Raw -2646966.903981 + Penalty 3261.701928 = -2643705.202053
  nChanged 1188
		SP:Iteration 6F (83641.130000 sec): 3 clusters
  Score: Raw -2647628.123976 + Penalty 3261.701928 = -2644366.422048
  nChanged 1218
		SP:Iteration 7F (83641.400000 sec): 3 clusters
  Score: Raw -2648381.932608 + Penalty 3261.701928 = -2645120.230680
  nChanged 1155
		SP:Iteration 8F (83641.670000 sec): 3 clusters
  Score: Raw -2649147.706492 + Penalty 3261.701928 = -2645886.004564
  nChanged 1148
		SP:Iteration 9F (83641.910000 sec): 3 clusters
  Score: Raw -2649932.280999 + Penalty 3261.701928 = -2646670.579071
  nChanged 1006
		SP:Iteration 10Q (83642.180000 sec): 3 clusters
  Score: Raw -2650655.816018 + Penalty 3261.701928 = -2647394.114090
  nChanged 871
		SP:Iteration 11Q (83642.470000 sec): 3 clusters
  Score: Raw -2651281.157216 + Penalty 3261.701928 = -2648019.455288
  nChanged 659
		SP:Iteration 12Q (83642.770000 sec): 3 clusters
  Score: Raw -2651730.454519 + Penalty 3261.701928 = -2648468.752591
  nChanged 541
		SP:Iteration 13Q (83643.030000 sec): 3 clusters
  Score: Raw -2652124.195394 + Penalty 3261.701928 = -2648862.493466
  nChanged 421
		SP:Iteration 14Q (83643.320000 sec): 3 clusters
  Score: Raw -2652431.785964 + Penalty 3261.701928 = -2649170.084036
  nChanged 324
		SP:Iteration 15Q (83643.560000 sec): 3 clusters
  Score: Raw -2652660.022376 + Penalty 3261.701928 = -2649398.320448
  nChanged 234
		SP:Iteration 16Q (83643.840000 sec): 3 clusters
  Score: Raw -2652799.712843 + Penalty 3261.701928 = -2649538.010915
  nChanged 144
		SP:Iteration 17Q (83644.100000 sec): 3 clusters
  Score: Raw -2652879.196885 + Penalty 3261.701928 = -2649617.494957
  nChanged 93
		SP:Iteration 18Q (83644.410000 sec): 3 clusters
  Score: Raw -2652939.515825 + Penalty 3261.701928 = -2649677.813897
  nChanged 80
		SP:Iteration 19Q (83644.640000 sec): 3 clusters
  Score: Raw -2652988.802073 + Penalty 3261.701928 = -2649727.100145
  nChanged 67
		SP:Iteration 20F (83644.960000 sec): 3 clusters
  Score: Raw -2653027.291050 + Penalty 3261.701928 = -2649765.589122
  nChanged 50
		SP:Iteration 21Q (83645.240000 sec): 3 clusters
  Score: Raw -2653057.436787 + Penalty 3261.701928 = -2649795.734859
  nChanged 34
		SP:Iteration 22Q (83645.510000 sec): 3 clusters
  Score: Raw -2653079.748037 + Penalty 3261.701928 = -2649818.046109
  nChanged 26
		SP:Iteration 23Q (83645.820000 sec): 3 clusters
  Score: Raw -2653096.279656 + Penalty 3261.701928 = -2649834.577728
  nChanged 19
		SP:Iteration 24Q (83646.070000 sec): 3 clusters
  Score: Raw -2653109.988356 + Penalty 3261.701928 = -2649848.286428
  nChanged 18
		SP:Iteration 25Q (83646.330000 sec): 3 clusters
  Score: Raw -2653119.858504 + Penalty 3261.701928 = -2649858.156576
  nChanged 12
		SP:Iteration 26Q (83646.610000 sec): 3 clusters
  Score: Raw -2653125.422833 + Penalty 3261.701928 = -2649863.720905
  nChanged 16
		SP:Iteration 27Q (83646.890000 sec): 3 clusters
  Score: Raw -2653133.584605 + Penalty 3261.701928 = -2649871.882677
  nChanged 16
		SP:Iteration 28Q (83647.170000 sec): 3 clusters
  Score: Raw -2653142.567262 + Penalty 3261.701928 = -2649880.865334
  nChanged 13
		SP:Iteration 29Q (83647.440000 sec): 3 clusters
  Score: Raw -2653151.497722 + Penalty 3261.701928 = -2649889.795794
  nChanged 17
		SP:Iteration 30Q (83647.710000 sec): 3 clusters
  Score: Raw -2653162.358184 + Penalty 3261.701928 = -2649900.656256
  nChanged 15
		SP:Iteration 31Q (83647.970000 sec): 3 clusters
  Score: Raw -2653170.161769 + Penalty 3261.701928 = -2649908.459841
  nChanged 14
		SP:Iteration 32Q (83648.210000 sec): 3 clusters
  Score: Raw -2653177.104990 + Penalty 3261.701928 = -2649915.403062
  nChanged 10
		SP:Iteration 33Q (83648.470000 sec): 3 clusters
  Score: Raw -2653182.696763 + Penalty 3261.701928 = -2649920.994835
  nChanged 9
		SP:Iteration 34Q (83648.710000 sec): 3 clusters
  Score: Raw -2653187.035973 + Penalty 3261.701928 = -2649925.334045
  nChanged 4
		SP:Iteration 35Q (83648.930000 sec): 3 clusters
  Score: Raw -2653189.435808 + Penalty 3261.701928 = -2649927.733880
  nChanged 3
		SP:Iteration 36Q (83649.190000 sec): 3 clusters
  Score: Raw -2653193.687767 + Penalty 3261.701928 = -2649931.985839
  nChanged 3
		SP:Iteration 37Q (83649.450000 sec): 3 clusters
  Score: Raw -2653195.090280 + Penalty 3261.701928 = -2649933.388352
  nChanged 1
		SP:Iteration 38Q (83649.690000 sec): 3 clusters
  Score: Raw -2653195.970051 + Penalty 3261.701928 = -2649934.268123
  nChanged 1
		SP:Iteration 39Q (83649.950000 sec): 3 clusters
  Score: Raw -2653196.678574 + Penalty 3261.701928 = -2649934.976646
  nChanged 4
		SP:Iteration 40F (83650.230000 sec): 3 clusters
  Score: Raw -2653198.287228 + Penalty 3261.701928 = -2649936.585300
  nChanged 4
		SP:Iteration 41Q (83650.470000 sec): 3 clusters
  Score: Raw -2653200.520264 + Penalty 3261.701928 = -2649938.818336
  nChanged 2
		SP:Iteration 42Q (83650.760000 sec): 3 clusters
  Score: Raw -2653201.924430 + Penalty 3261.701928 = -2649940.222502
  nChanged 4
		SP:Iteration 43Q (83651.040000 sec): 3 clusters
  Score: Raw -2653203.900359 + Penalty 3261.701928 = -2649942.198431
  nChanged 6
		SP:Iteration 44Q (83651.320000 sec): 3 clusters
  Score: Raw -2653207.557473 + Penalty 3261.701928 = -2649945.855545
  nChanged 5
		SP:Iteration 45Q (83651.570000 sec): 3 clusters
  Score: Raw -2653211.489315 + Penalty 3261.701928 = -2649949.787387
  nChanged 9
		SP:Iteration 46Q (83651.850000 sec): 3 clusters
  Score: Raw -2653216.130192 + Penalty 3261.701928 = -2649954.428264
  nChanged 3
		SP:Iteration 47Q (83652.110000 sec): 3 clusters
  Score: Raw -2653217.612311 + Penalty 3261.701928 = -2649955.910383
  nChanged 3
		SP:Iteration 48Q (83652.370000 sec): 3 clusters
  Score: Raw -2653218.858280 + Penalty 3261.701928 = -2649957.156352
  nChanged 3
		SP:Iteration 49Q (83652.630000 sec): 3 clusters
  Score: Raw -2653220.940223 + Penalty 3261.701928 = -2649959.238295
  nChanged 5
		SP:Iteration 50Q (83652.910000 sec): 3 clusters
  Score: Raw -2653223.261385 + Penalty 3261.701928 = -2649961.559457
  nChanged 4
		SP:Iteration 51Q (83653.220000 sec): 3 clusters
  Score: Raw -2653226.257760 + Penalty 3261.701928 = -2649964.555832
  nChanged 4
		SP:Iteration 52Q (83653.470000 sec): 3 clusters
  Score: Raw -2653228.061530 + Penalty 3261.701928 = -2649966.359602
  nChanged 1
		SP:Iteration 53Q (83653.780000 sec): 3 clusters
  Score: Raw -2653228.575108 + Penalty 3261.701928 = -2649966.873180
  nChanged 0
		SP:Iteration 54F (83654.070000 sec): 3 clusters
  Score: Raw -2653228.575108 + Penalty 3261.701928 = -2649966.873180
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (122297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83654.850000 sec): 2 clusters
  Score: Raw -15076493.457275 + Penalty 1903.558766 = -15074589.898509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83655.630000 sec): 3 clusters
  Score: Raw -14996365.018090 + Penalty 3807.117532 = -14992557.900558
  nChanged 58759
		SP:Iteration 1F (83656.350000 sec): 3 clusters
  Score: Raw -15032520.880381 + Penalty 3807.117532 = -15028713.762849
  nChanged 6247
		SP:Iteration 2F (83657.090000 sec): 3 clusters
  Score: Raw -15035174.048757 + Penalty 3807.117532 = -15031366.931225
  nChanged 7445
		SP:Iteration 3F (83657.800000 sec): 3 clusters
  Score: Raw -15039109.149458 + Penalty 3807.117532 = -15035302.031926
  nChanged 8519
		SP:Iteration 4F (83658.520000 sec): 3 clusters
  Score: Raw -15044609.919939 + Penalty 3807.117532 = -15040802.802407
  nChanged 9128
		SP:Iteration 5F (83659.240000 sec): 3 clusters
  Score: Raw -15051961.478829 + Penalty 3807.117532 = -15048154.361296
  nChanged 8899
		SP:Iteration 6F (83660.020000 sec): 3 clusters
  Score: Raw -15060526.571961 + Penalty 3807.117532 = -15056719.454429
  nChanged 7001
		SP:Iteration 7F (83660.790000 sec): 3 clusters
  Score: Raw -15067920.773997 + Penalty 3807.117532 = -15064113.656465
  nChanged 4197
		SP:Iteration 8Q (83661.560000 sec): 3 clusters
  Score: Raw -15072463.269981 + Penalty 3807.117532 = -15068656.152449
  nChanged 2082
		SP:Iteration 9Q (83662.310000 sec): 3 clusters
  Score: Raw -15074649.451372 + Penalty 3807.117532 = -15070842.333840
  nChanged 1143
		SP:Iteration 10Q (83663.050000 sec): 3 clusters
  Score: Raw -15075700.335562 + Penalty 3807.117532 = -15071893.218030
  nChanged 662
		SP:Iteration 11Q (83663.770000 sec): 3 clusters
  Score: Raw -15076181.445499 + Penalty 3807.117532 = -15072374.327967
  nChanged 443
		SP:Iteration 12Q (83664.520000 sec): 3 clusters
  Score: Raw -15076440.520605 + Penalty 3807.117532 = -15072633.403072
  nChanged 324
		SP:Iteration 13Q (83665.310000 sec): 3 clusters
  Score: Raw -15076604.020377 + Penalty 3807.117532 = -15072796.902845
  nChanged 226
		SP:Iteration 14Q (83666.090000 sec): 3 clusters
  Score: Raw -15076696.962294 + Penalty 3807.117532 = -15072889.844761
  nChanged 160
		SP:Iteration 15Q (83666.840000 sec): 3 clusters
  Score: Raw -15076751.637569 + Penalty 3807.117532 = -15072944.520037
  nChanged 122
		SP:Iteration 16Q (83667.590000 sec): 3 clusters
  Score: Raw -15076792.444629 + Penalty 3807.117532 = -15072985.327097
  nChanged 96
		SP:Iteration 17Q (83668.360000 sec): 3 clusters
  Score: Raw -15076824.136032 + Penalty 3807.117532 = -15073017.018500
  nChanged 86
		SP:Iteration 18Q (83669.100000 sec): 3 clusters
  Score: Raw -15076850.274754 + Penalty 3807.117532 = -15073043.157221
  nChanged 70
		SP:Iteration 19Q (83669.850000 sec): 3 clusters
  Score: Raw -15076871.902635 + Penalty 3807.117532 = -15073064.785103
  nChanged 57
		SP:Iteration 20F (83670.510000 sec): 3 clusters
  Score: Raw -15076888.012522 + Penalty 3807.117532 = -15073080.894990
  nChanged 56
		SP:Iteration 21Q (83671.140000 sec): 3 clusters
  Score: Raw -15076903.311998 + Penalty 3807.117532 = -15073096.194466
  nChanged 43
		SP:Iteration 22Q (83671.760000 sec): 3 clusters
  Score: Raw -15076914.625043 + Penalty 3807.117532 = -15073107.507510
  nChanged 30
		SP:Iteration 23Q (83672.410000 sec): 3 clusters
  Score: Raw -15076922.370130 + Penalty 3807.117532 = -15073115.252597
  nChanged 29
		SP:Iteration 24Q (83673.020000 sec): 3 clusters
  Score: Raw -15076930.217957 + Penalty 3807.117532 = -15073123.100425
  nChanged 27
		SP:Iteration 25Q (83673.680000 sec): 3 clusters
  Score: Raw -15076937.570245 + Penalty 3807.117532 = -15073130.452713
  nChanged 26
		SP:Iteration 26Q (83674.300000 sec): 3 clusters
  Score: Raw -15076945.157655 + Penalty 3807.117532 = -15073138.040123
  nChanged 32
		SP:Iteration 27Q (83674.990000 sec): 3 clusters
  Score: Raw -15076954.551393 + Penalty 3807.117532 = -15073147.433860
  nChanged 41
		SP:Iteration 28Q (83675.640000 sec): 3 clusters
  Score: Raw -15076965.099517 + Penalty 3807.117532 = -15073157.981985
  nChanged 26
		SP:Iteration 29Q (83676.290000 sec): 3 clusters
  Score: Raw -15076971.152979 + Penalty 3807.117532 = -15073164.035447
  nChanged 17
		SP:Iteration 30Q (83676.930000 sec): 3 clusters
  Score: Raw -15076975.490690 + Penalty 3807.117532 = -15073168.373158
  nChanged 20
		SP:Iteration 31Q (83677.560000 sec): 3 clusters
  Score: Raw -15076981.582877 + Penalty 3807.117532 = -15073174.465345
  nChanged 23
		SP:Iteration 32Q (83678.220000 sec): 3 clusters
  Score: Raw -15076987.849552 + Penalty 3807.117532 = -15073180.732020
  nChanged 13
		SP:Iteration 33Q (83678.960000 sec): 3 clusters
  Score: Raw -15076991.029154 + Penalty 3807.117532 = -15073183.911622
  nChanged 7
		SP:Iteration 34Q (83679.730000 sec): 3 clusters
  Score: Raw -15076992.374216 + Penalty 3807.117532 = -15073185.256684
  nChanged 7
		SP:Iteration 35Q (83680.440000 sec): 3 clusters
  Score: Raw -15076994.402307 + Penalty 3807.117532 = -15073187.284775
  nChanged 9
		SP:Iteration 36Q (83681.210000 sec): 3 clusters
  Score: Raw -15076996.735711 + Penalty 3807.117532 = -15073189.618178
  nChanged 5
		SP:Iteration 37Q (83681.950000 sec): 3 clusters
  Score: Raw -15076997.742450 + Penalty 3807.117532 = -15073190.624918
  nChanged 6
		SP:Iteration 38Q (83682.600000 sec): 3 clusters
  Score: Raw -15076998.854147 + Penalty 3807.117532 = -15073191.736615
  nChanged 4
		SP:Iteration 39Q (83683.250000 sec): 3 clusters
  Score: Raw -15076999.682923 + Penalty 3807.117532 = -15073192.565391
  nChanged 5
		SP:Iteration 40F (83683.930000 sec): 3 clusters
  Score: Raw -15077000.868484 + Penalty 3807.117532 = -15073193.750952
  nChanged 7
		SP:Iteration 41Q (83684.630000 sec): 3 clusters
  Score: Raw -15077001.941032 + Penalty 3807.117532 = -15073194.823500
  nChanged 4
		SP:Iteration 42Q (83685.340000 sec): 3 clusters
  Score: Raw -15077002.641828 + Penalty 3807.117532 = -15073195.524296
  nChanged 5
		SP:Iteration 43Q (83686.070000 sec): 3 clusters
  Score: Raw -15077003.535890 + Penalty 3807.117532 = -15073196.418358
  nChanged 3
		SP:Iteration 44Q (83686.730000 sec): 3 clusters
  Score: Raw -15077003.999028 + Penalty 3807.117532 = -15073196.881496
  nChanged 0
		SP:Iteration 45F (83687.490000 sec): 3 clusters
  Score: Raw -15077003.999028 + Penalty 3807.117532 = -15073196.881496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (5802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83687.710000 sec): 2 clusters
  Score: Raw -688182.030708 + Penalty 1408.218169 = -686773.812539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83687.900000 sec): 3 clusters
  Score: Raw -685115.061695 + Penalty 2816.436339 = -682298.625356
  nChanged 2415
		SP:Iteration 1F (83688.090000 sec): 3 clusters
  Score: Raw -686545.043176 + Penalty 2816.436339 = -683728.606838
  nChanged 480
		SP:Iteration 2F (83688.310000 sec): 3 clusters
  Score: Raw -686879.510095 + Penalty 2816.436339 = -684063.073757
  nChanged 375
		SP:Iteration 3F (83688.520000 sec): 3 clusters
  Score: Raw -687161.378994 + Penalty 2816.436339 = -684344.942655
  nChanged 347
		SP:Iteration 4F (83688.710000 sec): 3 clusters
  Score: Raw -687414.938540 + Penalty 2816.436339 = -684598.502202
  nChanged 300
		SP:Iteration 5F (83688.940000 sec): 3 clusters
  Score: Raw -687611.973814 + Penalty 2816.436339 = -684795.537475
  nChanged 272
		SP:Iteration 6Q (83689.150000 sec): 3 clusters
  Score: Raw -687789.890064 + Penalty 2816.436339 = -684973.453726
  nChanged 226
		SP:Iteration 7Q (83689.340000 sec): 3 clusters
  Score: Raw -687925.970832 + Penalty 2816.436339 = -685109.534493
  nChanged 192
		SP:Iteration 8Q (83689.500000 sec): 3 clusters
  Score: Raw -688018.723808 + Penalty 2816.436339 = -685202.287469
  nChanged 148
		SP:Iteration 9Q (83689.690000 sec): 3 clusters
  Score: Raw -688082.243789 + Penalty 2816.436339 = -685265.807450
  nChanged 114
		SP:Iteration 10Q (83689.930000 sec): 3 clusters
  Score: Raw -688129.319220 + Penalty 2816.436339 = -685312.882882
  nChanged 85
		SP:Iteration 11Q (83690.080000 sec): 3 clusters
  Score: Raw -688154.197302 + Penalty 2816.436339 = -685337.760964
  nChanged 63
		SP:Iteration 12Q (83690.330000 sec): 3 clusters
  Score: Raw -688169.917550 + Penalty 2816.436339 = -685353.481211
  nChanged 46
		SP:Iteration 13Q (83690.510000 sec): 3 clusters
  Score: Raw -688181.022847 + Penalty 2816.436339 = -685364.586509
  nChanged 29
		SP:Iteration 14Q (83690.690000 sec): 3 clusters
  Score: Raw -688188.430654 + Penalty 2816.436339 = -685371.994315
  nChanged 34
		SP:Iteration 15Q (83690.890000 sec): 3 clusters
  Score: Raw -688196.781878 + Penalty 2816.436339 = -685380.345540
  nChanged 45
		SP:Iteration 16Q (83691.080000 sec): 3 clusters
  Score: Raw -688208.201199 + Penalty 2816.436339 = -685391.764860
  nChanged 42
		SP:Iteration 17Q (83691.290000 sec): 3 clusters
  Score: Raw -688218.392892 + Penalty 2816.436339 = -685401.956554
  nChanged 29
		SP:Iteration 18Q (83691.500000 sec): 3 clusters
  Score: Raw -688225.664296 + Penalty 2816.436339 = -685409.227957
  nChanged 21
		SP:Iteration 19Q (83691.700000 sec): 3 clusters
  Score: Raw -688230.216250 + Penalty 2816.436339 = -685413.779911
  nChanged 17
		SP:Iteration 20F (83691.880000 sec): 3 clusters
  Score: Raw -688233.449868 + Penalty 2816.436339 = -685417.013529
  nChanged 15
		SP:Iteration 21Q (83692.040000 sec): 3 clusters
  Score: Raw -688235.641505 + Penalty 2816.436339 = -685419.205167
  nChanged 10
		SP:Iteration 22Q (83692.230000 sec): 3 clusters
  Score: Raw -688237.300652 + Penalty 2816.436339 = -685420.864313
  nChanged 12
		SP:Iteration 23Q (83692.470000 sec): 3 clusters
  Score: Raw -688239.573813 + Penalty 2816.436339 = -685423.137474
  nChanged 9
		SP:Iteration 24Q (83692.640000 sec): 3 clusters
  Score: Raw -688241.531857 + Penalty 2816.436339 = -685425.095519
  nChanged 6
		SP:Iteration 25Q (83692.870000 sec): 3 clusters
  Score: Raw -688243.312407 + Penalty 2816.436339 = -685426.876069
  nChanged 8
		SP:Iteration 26Q (83693.090000 sec): 3 clusters
  Score: Raw -688244.690433 + Penalty 2816.436339 = -685428.254095
  nChanged 7
		SP:Iteration 27Q (83693.260000 sec): 3 clusters
  Score: Raw -688245.531026 + Penalty 2816.436339 = -685429.094688
  nChanged 4
		SP:Iteration 28Q (83693.440000 sec): 3 clusters
  Score: Raw -688245.952708 + Penalty 2816.436339 = -685429.516370
  nChanged 1
		SP:Iteration 29Q (83693.680000 sec): 3 clusters
  Score: Raw -688246.090385 + Penalty 2816.436339 = -685429.654046
  nChanged 0
		SP:Iteration 30F (83693.880000 sec): 3 clusters
  Score: Raw -688246.090385 + Penalty 2816.436339 = -685429.654046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (2826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83693.970000 sec): 2 clusters
  Score: Raw -330842.496874 + Penalty 1291.325354 = -329551.171520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83694.160000 sec): 3 clusters
  Score: Raw -329525.448278 + Penalty 2582.650708 = -326942.797570
  nChanged 1043
		SP:Iteration 1F (83694.340000 sec): 3 clusters
  Score: Raw -330150.752630 + Penalty 2582.650708 = -327568.101922
  nChanged 221
		SP:Iteration 2F (83694.530000 sec): 3 clusters
  Score: Raw -330300.368124 + Penalty 2582.650708 = -327717.717416
  nChanged 161
		SP:Iteration 3F (83694.690000 sec): 3 clusters
  Score: Raw -330432.184177 + Penalty 2582.650708 = -327849.533469
  nChanged 133
		SP:Iteration 4Q (83694.890000 sec): 3 clusters
  Score: Raw -330532.144251 + Penalty 2582.650708 = -327949.493543
  nChanged 110
		SP:Iteration 5Q (83695.110000 sec): 3 clusters
  Score: Raw -330600.441041 + Penalty 2582.650708 = -328017.790333
  nChanged 73
		SP:Iteration 6Q (83695.300000 sec): 3 clusters
  Score: Raw -330650.643277 + Penalty 2582.650708 = -328067.992569
  nChanged 79
		SP:Iteration 7Q (83695.470000 sec): 3 clusters
  Score: Raw -330705.203332 + Penalty 2582.650708 = -328122.552624
  nChanged 77
		SP:Iteration 8Q (83695.650000 sec): 3 clusters
  Score: Raw -330749.764124 + Penalty 2582.650708 = -328167.113416
  nChanged 70
		SP:Iteration 9Q (83695.840000 sec): 3 clusters
  Score: Raw -330803.380072 + Penalty 2582.650708 = -328220.729364
  nChanged 82
		SP:Iteration 10Q (83696.030000 sec): 3 clusters
  Score: Raw -330864.677079 + Penalty 2582.650708 = -328282.026371
  nChanged 79
		SP:Iteration 11Q (83696.230000 sec): 3 clusters
  Score: Raw -330918.717755 + Penalty 2582.650708 = -328336.067047
  nChanged 84
		SP:Iteration 12Q (83696.410000 sec): 3 clusters
  Score: Raw -330977.291675 + Penalty 2582.650708 = -328394.640967
  nChanged 70
		SP:Iteration 13Q (83696.590000 sec): 3 clusters
  Score: Raw -331024.388421 + Penalty 2582.650708 = -328441.737713
  nChanged 69
		SP:Iteration 14Q (83696.770000 sec): 3 clusters
  Score: Raw -331069.753581 + Penalty 2582.650708 = -328487.102873
  nChanged 57
		SP:Iteration 15Q (83696.990000 sec): 3 clusters
  Score: Raw -331108.246175 + Penalty 2582.650708 = -328525.595466
  nChanged 57
		SP:Iteration 16Q (83697.130000 sec): 3 clusters
  Score: Raw -331165.764978 + Penalty 2582.650708 = -328583.114270
  nChanged 71
		SP:Iteration 17Q (83697.270000 sec): 3 clusters
  Score: Raw -331222.679214 + Penalty 2582.650708 = -328640.028506
  nChanged 71
		SP:Iteration 18Q (83697.410000 sec): 3 clusters
  Score: Raw -331278.767800 + Penalty 2582.650708 = -328696.117092
  nChanged 64
		SP:Iteration 19Q (83697.550000 sec): 3 clusters
  Score: Raw -331342.054596 + Penalty 2582.650708 = -328759.403888
  nChanged 63
		SP:Iteration 20F (83697.690000 sec): 3 clusters
  Score: Raw -331404.118012 + Penalty 2582.650708 = -328821.467304
  nChanged 61
		SP:Iteration 21Q (83697.850000 sec): 3 clusters
  Score: Raw -331456.313655 + Penalty 2582.650708 = -328873.662947
  nChanged 42
		SP:Iteration 22Q (83697.990000 sec): 3 clusters
  Score: Raw -331487.348433 + Penalty 2582.650708 = -328904.697725
  nChanged 34
		SP:Iteration 23Q (83698.150000 sec): 3 clusters
  Score: Raw -331506.530463 + Penalty 2582.650708 = -328923.879755
  nChanged 31
		SP:Iteration 24Q (83698.350000 sec): 3 clusters
  Score: Raw -331527.198697 + Penalty 2582.650708 = -328944.547989
  nChanged 24
		SP:Iteration 25Q (83698.490000 sec): 3 clusters
  Score: Raw -331540.831337 + Penalty 2582.650708 = -328958.180629
  nChanged 18
		SP:Iteration 26Q (83698.680000 sec): 3 clusters
  Score: Raw -331554.597737 + Penalty 2582.650708 = -328971.947029
  nChanged 24
		SP:Iteration 27Q (83698.820000 sec): 3 clusters
  Score: Raw -331572.094392 + Penalty 2582.650708 = -328989.443684
  nChanged 16
		SP:Iteration 28Q (83698.990000 sec): 3 clusters
  Score: Raw -331580.160678 + Penalty 2582.650708 = -328997.509970
  nChanged 7
		SP:Iteration 29Q (83699.200000 sec): 3 clusters
  Score: Raw -331583.508946 + Penalty 2582.650708 = -329000.858238
  nChanged 11
		SP:Iteration 30Q (83699.360000 sec): 3 clusters
  Score: Raw -331587.738875 + Penalty 2582.650708 = -329005.088167
  nChanged 6
		SP:Iteration 31Q (83699.550000 sec): 3 clusters
  Score: Raw -331589.969717 + Penalty 2582.650708 = -329007.319009
  nChanged 4
		SP:Iteration 32Q (83699.690000 sec): 3 clusters
  Score: Raw -331592.611073 + Penalty 2582.650708 = -329009.960365
  nChanged 7
		SP:Iteration 33Q (83699.920000 sec): 3 clusters
  Score: Raw -331595.669929 + Penalty 2582.650708 = -329013.019221
  nChanged 5
		SP:Iteration 34Q (83700.090000 sec): 3 clusters
  Score: Raw -331597.734943 + Penalty 2582.650708 = -329015.084235
  nChanged 3
		SP:Iteration 35Q (83700.260000 sec): 3 clusters
  Score: Raw -331598.591443 + Penalty 2582.650708 = -329015.940735
  nChanged 4
		SP:Iteration 36Q (83700.420000 sec): 3 clusters
  Score: Raw -331600.111452 + Penalty 2582.650708 = -329017.460744
  nChanged 3
		SP:Iteration 37Q (83700.570000 sec): 3 clusters
  Score: Raw -331602.037157 + Penalty 2582.650708 = -329019.386449
  nChanged 6
		SP:Iteration 38Q (83700.750000 sec): 3 clusters
  Score: Raw -331604.460058 + Penalty 2582.650708 = -329021.809350
  nChanged 4
		SP:Iteration 39Q (83700.890000 sec): 3 clusters
  Score: Raw -331605.701304 + Penalty 2582.650708 = -329023.050596
  nChanged 3
		SP:Iteration 40F (83701.040000 sec): 3 clusters
  Score: Raw -331607.483151 + Penalty 2582.650708 = -329024.832443
  nChanged 1
		SP:Iteration 41Q (83701.210000 sec): 3 clusters
  Score: Raw -331607.884701 + Penalty 2582.650708 = -329025.233993
  nChanged 0
		SP:Iteration 42F (83701.400000 sec): 3 clusters
  Score: Raw -331607.884701 + Penalty 2582.650708 = -329025.233993
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83701.480000 sec): 2 clusters
  Score: Raw -68868.869482 + Penalty 1034.271998 = -67834.597484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83701.640000 sec): 3 clusters
  Score: Raw -68751.952775 + Penalty 2068.543996 = -66683.408779
  nChanged 145
		SP:Iteration 1F (83701.820000 sec): 3 clusters
  Score: Raw -68923.270143 + Penalty 2068.543996 = -66854.726147
  nChanged 31
		SP:Iteration 2F (83702.030000 sec): 3 clusters
  Score: Raw -68966.539417 + Penalty 2068.543996 = -66897.995421
  nChanged 18
		SP:Iteration 3Q (83702.190000 sec): 3 clusters
  Score: Raw -68996.014913 + Penalty 2068.543996 = -66927.470917
  nChanged 14
		SP:Iteration 4Q (83702.410000 sec): 3 clusters
  Score: Raw -69019.079712 + Penalty 2068.543996 = -66950.535716
  nChanged 13
		SP:Iteration 5Q (83702.540000 sec): 3 clusters
  Score: Raw -69094.418448 + Penalty 2068.543996 = -67025.874452
  nChanged 15
		SP:Iteration 6Q (83702.720000 sec): 3 clusters
  Score: Raw -69181.691168 + Penalty 2068.543996 = -67113.147172
  nChanged 23
		SP:Iteration 7Q (83702.900000 sec): 3 clusters
  Score: Raw -69243.080102 + Penalty 2068.543996 = -67174.536106
  nChanged 19
		SP:Iteration 8Q (83703.070000 sec): 3 clusters
  Score: Raw -69266.977964 + Penalty 2068.543996 = -67198.433968
  nChanged 16
		SP:Iteration 9Q (83703.230000 sec): 3 clusters
  Score: Raw -69290.994866 + Penalty 2068.543996 = -67222.450870
  nChanged 8
		SP:Iteration 10Q (83703.420000 sec): 3 clusters
  Score: Raw -69303.296219 + Penalty 2068.543996 = -67234.752224
  nChanged 11
		SP:Iteration 11Q (83703.580000 sec): 3 clusters
  Score: Raw -69321.066094 + Penalty 2068.543996 = -67252.522098
  nChanged 14
		SP:Iteration 12Q (83703.760000 sec): 3 clusters
  Score: Raw -69342.672196 + Penalty 2068.543996 = -67274.128200
  nChanged 10
		SP:Iteration 13Q (83703.930000 sec): 3 clusters
  Score: Raw -69358.462904 + Penalty 2068.543996 = -67289.918908
  nChanged 7
		SP:Iteration 14Q (83704.140000 sec): 3 clusters
  Score: Raw -69369.473997 + Penalty 2068.543996 = -67300.930001
  nChanged 6
		SP:Iteration 15Q (83704.300000 sec): 3 clusters
  Score: Raw -69377.183614 + Penalty 2068.543996 = -67308.639618
  nChanged 2
		SP:Iteration 16Q (83704.450000 sec): 3 clusters
  Score: Raw -69379.448207 + Penalty 2068.543996 = -67310.904211
  nChanged 1
		SP:Iteration 17Q (83704.650000 sec): 3 clusters
  Score: Raw -69381.325456 + Penalty 2068.543996 = -67312.781460
  nChanged 3
		SP:Iteration 18Q (83704.810000 sec): 3 clusters
  Score: Raw -69385.336678 + Penalty 2068.543996 = -67316.792682
  nChanged 2
		SP:Iteration 19Q (83704.970000 sec): 3 clusters
  Score: Raw -69386.947572 + Penalty 2068.543996 = -67318.403576
  nChanged 2
		SP:Iteration 20F (83705.140000 sec): 3 clusters
  Score: Raw -69388.261673 + Penalty 2068.543996 = -67319.717677
  nChanged 2
		SP:Iteration 21Q (83705.280000 sec): 3 clusters
  Score: Raw -69390.119591 + Penalty 2068.543996 = -67321.575595
  nChanged 2
		SP:Iteration 22Q (83705.480000 sec): 3 clusters
  Score: Raw -69391.991071 + Penalty 2068.543996 = -67323.447075
  nChanged 1
		SP:Iteration 23Q (83705.600000 sec): 3 clusters
  Score: Raw -69393.118977 + Penalty 2068.543996 = -67324.574981
  nChanged 1
		SP:Iteration 24Q (83705.780000 sec): 3 clusters
  Score: Raw -69396.030409 + Penalty 2068.543996 = -67327.486413
  nChanged 2
		SP:Iteration 25Q (83705.940000 sec): 3 clusters
  Score: Raw -69400.350194 + Penalty 2068.543996 = -67331.806198
  nChanged 2
		SP:Iteration 26Q (83706.120000 sec): 3 clusters
  Score: Raw -69404.919559 + Penalty 2068.543996 = -67336.375563
  nChanged 5
		SP:Iteration 27Q (83706.290000 sec): 3 clusters
  Score: Raw -69410.883612 + Penalty 2068.543996 = -67342.339616
  nChanged 0
		SP:Iteration 28F (83706.440000 sec): 3 clusters
  Score: Raw -69410.883612 + Penalty 2068.543996 = -67342.339616
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83706.540000 sec): 2 clusters
  Score: Raw -38786.233591 + Penalty 960.944238 = -37825.289352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83706.730000 sec): 3 clusters
  Score: Raw -38824.144467 + Penalty 1921.888477 = -36902.255990
  nChanged 84
		SP:Iteration 1F (83706.920000 sec): 3 clusters
  Score: Raw -39004.036992 + Penalty 1921.888477 = -37082.148515
  nChanged 24
		SP:Iteration 2F (83707.080000 sec): 3 clusters
  Score: Raw -39059.817148 + Penalty 1921.888477 = -37137.928671
  nChanged 17
		SP:Iteration 3Q (83707.240000 sec): 3 clusters
  Score: Raw -39131.176902 + Penalty 1921.888477 = -37209.288426
  nChanged 21
		SP:Iteration 4F (83707.390000 sec): 3 clusters
  Score: Raw -39220.671570 + Penalty 1921.888477 = -37298.783093
  nChanged 18
		SP:Iteration 5Q (83707.580000 sec): 3 clusters
  Score: Raw -39297.367578 + Penalty 1921.888477 = -37375.479101
  nChanged 18
		SP:Iteration 6Q (83707.750000 sec): 3 clusters
  Score: Raw -39360.083594 + Penalty 1921.888477 = -37438.195117
  nChanged 12
		SP:Iteration 7Q (83707.920000 sec): 3 clusters
  Score: Raw -39400.099576 + Penalty 1921.888477 = -37478.211100
  nChanged 11
		SP:Iteration 8Q (83708.090000 sec): 3 clusters
  Score: Raw -39451.187963 + Penalty 1921.888477 = -37529.299486
  nChanged 8
		SP:Iteration 9Q (83708.290000 sec): 3 clusters
  Score: Raw -39488.457731 + Penalty 1921.888477 = -37566.569254
  nChanged 3
		SP:Iteration 10Q (83708.430000 sec): 3 clusters
  Score: Raw -39500.723421 + Penalty 1921.888477 = -37578.834944
  nChanged 2
		SP:Iteration 11Q (83708.620000 sec): 3 clusters
  Score: Raw -39511.056387 + Penalty 1921.888477 = -37589.167910
  nChanged 2
		SP:Iteration 12Q (83708.790000 sec): 3 clusters
  Score: Raw -39516.152913 + Penalty 1921.888477 = -37594.264436
  nChanged 2
		SP:Iteration 13Q (83708.980000 sec): 3 clusters
  Score: Raw -39525.546166 + Penalty 1921.888477 = -37603.657690
  nChanged 2
		SP:Iteration 14Q (83709.180000 sec): 3 clusters
  Score: Raw -39532.910741 + Penalty 1921.888477 = -37611.022264
  nChanged 0
		SP:Iteration 15F (83709.320000 sec): 3 clusters
  Score: Raw -39532.910741 + Penalty 1921.888477 = -37611.022264
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (11451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83709.480000 sec): 2 clusters
  Score: Raw -1360689.659664 + Penalty 1518.697755 = -1359170.961909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83709.700000 sec): 3 clusters
  Score: Raw -1354142.372274 + Penalty 3037.395511 = -1351104.976763
  nChanged 4922
		SP:Iteration 1F (83709.920000 sec): 3 clusters
  Score: Raw -1356921.383717 + Penalty 3037.395511 = -1353883.988206
  nChanged 809
		SP:Iteration 2F (83710.140000 sec): 3 clusters
  Score: Raw -1357411.015955 + Penalty 3037.395511 = -1354373.620444
  nChanged 823
		SP:Iteration 3F (83710.400000 sec): 3 clusters
  Score: Raw -1358028.742492 + Penalty 3037.395511 = -1354991.346981
  nChanged 819
		SP:Iteration 4F (83710.630000 sec): 3 clusters
  Score: Raw -1358778.687782 + Penalty 3037.395511 = -1355741.292271
  nChanged 843
		SP:Iteration 5F (83710.860000 sec): 3 clusters
  Score: Raw -1359500.095239 + Penalty 3037.395511 = -1356462.699728
  nChanged 712
		SP:Iteration 6F (83711.060000 sec): 3 clusters
  Score: Raw -1359976.142637 + Penalty 3037.395511 = -1356938.747126
  nChanged 526
		SP:Iteration 7Q (83711.270000 sec): 3 clusters
  Score: Raw -1360232.862153 + Penalty 3037.395511 = -1357195.466642
  nChanged 330
		SP:Iteration 8Q (83711.480000 sec): 3 clusters
  Score: Raw -1360357.109187 + Penalty 3037.395511 = -1357319.713676
  nChanged 239
		SP:Iteration 9Q (83711.690000 sec): 3 clusters
  Score: Raw -1360437.696277 + Penalty 3037.395511 = -1357400.300766
  nChanged 183
		SP:Iteration 10Q (83711.930000 sec): 3 clusters
  Score: Raw -1360493.203823 + Penalty 3037.395511 = -1357455.808312
  nChanged 141
		SP:Iteration 11Q (83712.180000 sec): 3 clusters
  Score: Raw -1360543.216416 + Penalty 3037.395511 = -1357505.820905
  nChanged 144
		SP:Iteration 12Q (83712.370000 sec): 3 clusters
  Score: Raw -1360590.231128 + Penalty 3037.395511 = -1357552.835617
  nChanged 119
		SP:Iteration 13Q (83712.600000 sec): 3 clusters
  Score: Raw -1360628.880112 + Penalty 3037.395511 = -1357591.484601
  nChanged 105
		SP:Iteration 14Q (83712.840000 sec): 3 clusters
  Score: Raw -1360666.309387 + Penalty 3037.395511 = -1357628.913876
  nChanged 106
		SP:Iteration 15Q (83713.110000 sec): 3 clusters
  Score: Raw -1360703.853915 + Penalty 3037.395511 = -1357666.458404
  nChanged 118
		SP:Iteration 16Q (83713.340000 sec): 3 clusters
  Score: Raw -1360751.946558 + Penalty 3037.395511 = -1357714.551047
  nChanged 117
		SP:Iteration 17Q (83713.510000 sec): 3 clusters
  Score: Raw -1360810.042938 + Penalty 3037.395511 = -1357772.647427
  nChanged 131
		SP:Iteration 18Q (83713.780000 sec): 3 clusters
  Score: Raw -1360871.491616 + Penalty 3037.395511 = -1357834.096105
  nChanged 129
		SP:Iteration 19Q (83713.980000 sec): 3 clusters
  Score: Raw -1360930.836196 + Penalty 3037.395511 = -1357893.440685
  nChanged 129
		SP:Iteration 20F (83714.170000 sec): 3 clusters
  Score: Raw -1360994.263476 + Penalty 3037.395511 = -1357956.867965
  nChanged 129
		SP:Iteration 21Q (83714.390000 sec): 3 clusters
  Score: Raw -1361068.953743 + Penalty 3037.395511 = -1358031.558232
  nChanged 144
		SP:Iteration 22Q (83714.590000 sec): 3 clusters
  Score: Raw -1361143.839347 + Penalty 3037.395511 = -1358106.443836
  nChanged 140
		SP:Iteration 23Q (83714.800000 sec): 3 clusters
  Score: Raw -1361218.457878 + Penalty 3037.395511 = -1358181.062367
  nChanged 128
		SP:Iteration 24Q (83715.020000 sec): 3 clusters
  Score: Raw -1361291.044575 + Penalty 3037.395511 = -1358253.649064
  nChanged 129
		SP:Iteration 25Q (83715.250000 sec): 3 clusters
  Score: Raw -1361372.486877 + Penalty 3037.395511 = -1358335.091366
  nChanged 120
		SP:Iteration 26Q (83715.490000 sec): 3 clusters
  Score: Raw -1361442.665366 + Penalty 3037.395511 = -1358405.269855
  nChanged 119
		SP:Iteration 27Q (83715.710000 sec): 3 clusters
  Score: Raw -1361520.550342 + Penalty 3037.395511 = -1358483.154831
  nChanged 97
		SP:Iteration 28Q (83715.900000 sec): 3 clusters
  Score: Raw -1361571.120723 + Penalty 3037.395511 = -1358533.725212
  nChanged 86
		SP:Iteration 29Q (83716.090000 sec): 3 clusters
  Score: Raw -1361604.438861 + Penalty 3037.395511 = -1358567.043350
  nChanged 66
		SP:Iteration 30Q (83716.330000 sec): 3 clusters
  Score: Raw -1361621.077923 + Penalty 3037.395511 = -1358583.682412
  nChanged 44
		SP:Iteration 31Q (83716.530000 sec): 3 clusters
  Score: Raw -1361630.634075 + Penalty 3037.395511 = -1358593.238564
  nChanged 26
		SP:Iteration 32Q (83716.730000 sec): 3 clusters
  Score: Raw -1361638.824937 + Penalty 3037.395511 = -1358601.429426
  nChanged 26
		SP:Iteration 33Q (83716.980000 sec): 3 clusters
  Score: Raw -1361645.972742 + Penalty 3037.395511 = -1358608.577231
  nChanged 19
		SP:Iteration 34Q (83717.160000 sec): 3 clusters
  Score: Raw -1361650.443340 + Penalty 3037.395511 = -1358613.047829
  nChanged 23
		SP:Iteration 35Q (83717.430000 sec): 3 clusters
  Score: Raw -1361656.488576 + Penalty 3037.395511 = -1358619.093066
  nChanged 14
		SP:Iteration 36Q (83717.630000 sec): 3 clusters
  Score: Raw -1361659.583354 + Penalty 3037.395511 = -1358622.187843
  nChanged 13
		SP:Iteration 37Q (83717.890000 sec): 3 clusters
  Score: Raw -1361662.573818 + Penalty 3037.395511 = -1358625.178307
  nChanged 15
		SP:Iteration 38Q (83718.090000 sec): 3 clusters
  Score: Raw -1361664.671822 + Penalty 3037.395511 = -1358627.276311
  nChanged 12
		SP:Iteration 39Q (83718.350000 sec): 3 clusters
  Score: Raw -1361666.571576 + Penalty 3037.395511 = -1358629.176065
  nChanged 9
		SP:Iteration 40F (83718.560000 sec): 3 clusters
  Score: Raw -1361667.666793 + Penalty 3037.395511 = -1358630.271282
  nChanged 8
		SP:Iteration 41Q (83718.790000 sec): 3 clusters
  Score: Raw -1361669.181138 + Penalty 3037.395511 = -1358631.785627
  nChanged 8
		SP:Iteration 42Q (83719.010000 sec): 3 clusters
  Score: Raw -1361670.735662 + Penalty 3037.395511 = -1358633.340151
  nChanged 6
		SP:Iteration 43Q (83719.190000 sec): 3 clusters
  Score: Raw -1361671.586742 + Penalty 3037.395511 = -1358634.191231
  nChanged 6
		SP:Iteration 44Q (83719.430000 sec): 3 clusters
  Score: Raw -1361672.114420 + Penalty 3037.395511 = -1358634.718909
  nChanged 2
		SP:Iteration 45Q (83719.620000 sec): 3 clusters
  Score: Raw -1361672.426496 + Penalty 3037.395511 = -1358635.030985
  nChanged 3
		SP:Iteration 46Q (83719.800000 sec): 3 clusters
  Score: Raw -1361672.686743 + Penalty 3037.395511 = -1358635.291232
  nChanged 1
		SP:Iteration 47Q (83720.030000 sec): 3 clusters
  Score: Raw -1361672.742131 + Penalty 3037.395511 = -1358635.346620
  nChanged 0
		SP:Iteration 48F (83720.240000 sec): 3 clusters
  Score: Raw -1361672.742131 + Penalty 3037.395511 = -1358635.346620
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (3825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83720.340000 sec): 2 clusters
  Score: Raw -448088.864592 + Penalty 1340.513484 = -446748.351108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83720.570000 sec): 3 clusters
  Score: Raw -446163.779341 + Penalty 2681.026968 = -443482.752374
  nChanged 1539
		SP:Iteration 1F (83720.760000 sec): 3 clusters
  Score: Raw -447060.790964 + Penalty 2681.026968 = -444379.763997
  nChanged 323
		SP:Iteration 2F (83720.940000 sec): 3 clusters
  Score: Raw -447309.835969 + Penalty 2681.026968 = -444628.809001
  nChanged 277
		SP:Iteration 3F (83721.090000 sec): 3 clusters
  Score: Raw -447557.147659 + Penalty 2681.026968 = -444876.120692
  nChanged 273
		SP:Iteration 4F (83721.310000 sec): 3 clusters
  Score: Raw -447779.181990 + Penalty 2681.026968 = -445098.155022
  nChanged 212
		SP:Iteration 5F (83721.480000 sec): 3 clusters
  Score: Raw -447976.262460 + Penalty 2681.026968 = -445295.235492
  nChanged 195
		SP:Iteration 6F (83721.630000 sec): 3 clusters
  Score: Raw -448183.693667 + Penalty 2681.026968 = -445502.666700
  nChanged 188
		SP:Iteration 7Q (83721.830000 sec): 3 clusters
  Score: Raw -448366.304985 + Penalty 2681.026968 = -445685.278017
  nChanged 135
		SP:Iteration 8Q (83722.040000 sec): 3 clusters
  Score: Raw -448464.176396 + Penalty 2681.026968 = -445783.149429
  nChanged 86
		SP:Iteration 9Q (83722.170000 sec): 3 clusters
  Score: Raw -448526.879403 + Penalty 2681.026968 = -445845.852436
  nChanged 70
		SP:Iteration 10Q (83722.390000 sec): 3 clusters
  Score: Raw -448585.318548 + Penalty 2681.026968 = -445904.291581
  nChanged 72
		SP:Iteration 11Q (83722.560000 sec): 3 clusters
  Score: Raw -448627.914512 + Penalty 2681.026968 = -445946.887544
  nChanged 46
		SP:Iteration 12Q (83722.750000 sec): 3 clusters
  Score: Raw -448653.778473 + Penalty 2681.026968 = -445972.751505
  nChanged 53
		SP:Iteration 13Q (83722.940000 sec): 3 clusters
  Score: Raw -448685.570817 + Penalty 2681.026968 = -446004.543849
  nChanged 36
		SP:Iteration 14Q (83723.110000 sec): 3 clusters
  Score: Raw -448701.508087 + Penalty 2681.026968 = -446020.481120
  nChanged 40
		SP:Iteration 15Q (83723.340000 sec): 3 clusters
  Score: Raw -448717.040217 + Penalty 2681.026968 = -446036.013249
  nChanged 29
		SP:Iteration 16Q (83723.510000 sec): 3 clusters
  Score: Raw -448730.163871 + Penalty 2681.026968 = -446049.136904
  nChanged 35
		SP:Iteration 17Q (83723.720000 sec): 3 clusters
  Score: Raw -448744.247709 + Penalty 2681.026968 = -446063.220742
  nChanged 28
		SP:Iteration 18Q (83723.880000 sec): 3 clusters
  Score: Raw -448755.974702 + Penalty 2681.026968 = -446074.947734
  nChanged 23
		SP:Iteration 19Q (83724.070000 sec): 3 clusters
  Score: Raw -448765.885004 + Penalty 2681.026968 = -446084.858037
  nChanged 23
		SP:Iteration 20F (83724.240000 sec): 3 clusters
  Score: Raw -448774.760968 + Penalty 2681.026968 = -446093.734000
  nChanged 19
		SP:Iteration 21Q (83724.450000 sec): 3 clusters
  Score: Raw -448780.674471 + Penalty 2681.026968 = -446099.647503
  nChanged 13
		SP:Iteration 22Q (83724.630000 sec): 3 clusters
  Score: Raw -448785.333239 + Penalty 2681.026968 = -446104.306272
  nChanged 12
		SP:Iteration 23Q (83724.850000 sec): 3 clusters
  Score: Raw -448788.975592 + Penalty 2681.026968 = -446107.948625
  nChanged 10
		SP:Iteration 24Q (83725.020000 sec): 3 clusters
  Score: Raw -448790.942076 + Penalty 2681.026968 = -446109.915108
  nChanged 4
		SP:Iteration 25Q (83725.230000 sec): 3 clusters
  Score: Raw -448792.223554 + Penalty 2681.026968 = -446111.196587
  nChanged 7
		SP:Iteration 26Q (83725.400000 sec): 3 clusters
  Score: Raw -448793.812469 + Penalty 2681.026968 = -446112.785502
  nChanged 2
		SP:Iteration 27Q (83725.590000 sec): 3 clusters
  Score: Raw -448794.144635 + Penalty 2681.026968 = -446113.117667
  nChanged 3
		SP:Iteration 28Q (83725.810000 sec): 3 clusters
  Score: Raw -448794.458648 + Penalty 2681.026968 = -446113.431681
  nChanged 0
		SP:Iteration 29F (83725.960000 sec): 3 clusters
  Score: Raw -448794.458648 + Penalty 2681.026968 = -446113.431681
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (1531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83726.080000 sec): 2 clusters
  Score: Raw -168611.779236 + Penalty 1191.722414 = -167420.056822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83726.260000 sec): 3 clusters
  Score: Raw -168061.073887 + Penalty 2383.444829 = -165677.629059
  nChanged 536
		SP:Iteration 1F (83726.410000 sec): 3 clusters
  Score: Raw -168536.692400 + Penalty 2383.444829 = -166153.247572
  nChanged 173
		SP:Iteration 2F (83726.610000 sec): 3 clusters
  Score: Raw -168793.742039 + Penalty 2383.444829 = -166410.297210
  nChanged 108
		SP:Iteration 3F (83726.780000 sec): 3 clusters
  Score: Raw -168988.510175 + Penalty 2383.444829 = -166605.065347
  nChanged 95
		SP:Iteration 4F (83726.940000 sec): 3 clusters
  Score: Raw -169149.468989 + Penalty 2383.444829 = -166766.024161
  nChanged 75
		SP:Iteration 5Q (83727.120000 sec): 3 clusters
  Score: Raw -169259.384345 + Penalty 2383.444829 = -166875.939516
  nChanged 62
		SP:Iteration 6Q (83727.310000 sec): 3 clusters
  Score: Raw -169347.936105 + Penalty 2383.444829 = -166964.491276
  nChanged 52
		SP:Iteration 7Q (83727.490000 sec): 3 clusters
  Score: Raw -169431.368080 + Penalty 2383.444829 = -167047.923252
  nChanged 34
		SP:Iteration 8Q (83727.680000 sec): 3 clusters
  Score: Raw -169467.917565 + Penalty 2383.444829 = -167084.472737
  nChanged 22
		SP:Iteration 9Q (83727.850000 sec): 3 clusters
  Score: Raw -169481.493625 + Penalty 2383.444829 = -167098.048796
  nChanged 11
		SP:Iteration 10Q (83728.010000 sec): 3 clusters
  Score: Raw -169493.608821 + Penalty 2383.444829 = -167110.163993
  nChanged 14
		SP:Iteration 11Q (83728.190000 sec): 3 clusters
  Score: Raw -169505.210510 + Penalty 2383.444829 = -167121.765681
  nChanged 13
		SP:Iteration 12Q (83728.310000 sec): 3 clusters
  Score: Raw -169514.188506 + Penalty 2383.444829 = -167130.743677
  nChanged 16
		SP:Iteration 13Q (83728.490000 sec): 3 clusters
  Score: Raw -169529.658506 + Penalty 2383.444829 = -167146.213677
  nChanged 10
		SP:Iteration 14Q (83728.710000 sec): 3 clusters
  Score: Raw -169539.779954 + Penalty 2383.444829 = -167156.335125
  nChanged 9
		SP:Iteration 15Q (83728.870000 sec): 3 clusters
  Score: Raw -169547.671627 + Penalty 2383.444829 = -167164.226799
  nChanged 3
		SP:Iteration 16Q (83729.020000 sec): 3 clusters
  Score: Raw -169551.138627 + Penalty 2383.444829 = -167167.693798
  nChanged 4
		SP:Iteration 17Q (83729.210000 sec): 3 clusters
  Score: Raw -169554.182823 + Penalty 2383.444829 = -167170.737994
  nChanged 3
		SP:Iteration 18Q (83729.370000 sec): 3 clusters
  Score: Raw -169556.292442 + Penalty 2383.444829 = -167172.847613
  nChanged 1
		SP:Iteration 19Q (83729.590000 sec): 3 clusters
  Score: Raw -169557.247824 + Penalty 2383.444829 = -167173.802996
  nChanged 4
		SP:Iteration 20F (83729.760000 sec): 3 clusters
  Score: Raw -169559.583086 + Penalty 2383.444829 = -167176.138258
  nChanged 1
		SP:Iteration 21Q (83729.970000 sec): 3 clusters
  Score: Raw -169562.092044 + Penalty 2383.444829 = -167178.647216
  nChanged 3
		SP:Iteration 22Q (83730.100000 sec): 3 clusters
  Score: Raw -169563.809983 + Penalty 2383.444829 = -167180.365154
  nChanged 0
		SP:Iteration 23F (83730.280000 sec): 3 clusters
  Score: Raw -169563.809983 + Penalty 2383.444829 = -167180.365154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 70 (673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83730.400000 sec): 2 clusters
  Score: Raw -74013.195503 + Penalty 1058.158616 = -72955.036887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83730.580000 sec): 3 clusters
  Score: Raw -73863.689404 + Penalty 2116.317232 = -71747.372172
  nChanged 168
		SP:Iteration 1F (83730.730000 sec): 3 clusters
  Score: Raw -74056.177572 + Penalty 2116.317232 = -71939.860340
  nChanged 48
		SP:Iteration 2F (83730.940000 sec): 3 clusters
  Score: Raw -74111.320967 + Penalty 2116.317232 = -71995.003734
  nChanged 21
		SP:Iteration 3Q (83731.080000 sec): 3 clusters
  Score: Raw -74143.509213 + Penalty 2116.317232 = -72027.191981
  nChanged 14
		SP:Iteration 4Q (83731.260000 sec): 3 clusters
  Score: Raw -74162.754145 + Penalty 2116.317232 = -72046.436913
  nChanged 8
		SP:Iteration 5Q (83731.450000 sec): 3 clusters
  Score: Raw -74178.775237 + Penalty 2116.317232 = -72062.458005
  nChanged 7
		SP:Iteration 6Q (83731.600000 sec): 3 clusters
  Score: Raw -74188.977669 + Penalty 2116.317232 = -72072.660437
  nChanged 9
		SP:Iteration 7Q (83731.770000 sec): 3 clusters
  Score: Raw -74201.984108 + Penalty 2116.317232 = -72085.666876
  nChanged 8
		SP:Iteration 8Q (83731.940000 sec): 3 clusters
  Score: Raw -74209.349939 + Penalty 2116.317232 = -72093.032706
  nChanged 1
		SP:Iteration 9Q (83732.120000 sec): 3 clusters
  Score: Raw -74209.902687 + Penalty 2116.317232 = -72093.585455
  nChanged 2
		SP:Iteration 10Q (83732.280000 sec): 3 clusters
  Score: Raw -74213.492290 + Penalty 2116.317232 = -72097.175058
  nChanged 4
		SP:Iteration 11Q (83732.450000 sec): 3 clusters
  Score: Raw -74217.083820 + Penalty 2116.317232 = -72100.766588
  nChanged 3
		SP:Iteration 12Q (83732.660000 sec): 3 clusters
  Score: Raw -74218.731368 + Penalty 2116.317232 = -72102.414136
  nChanged 2
		SP:Iteration 13Q (83732.840000 sec): 3 clusters
  Score: Raw -74224.053255 + Penalty 2116.317232 = -72107.736023
  nChanged 1
		SP:Iteration 14Q (83733.030000 sec): 3 clusters
  Score: Raw -74225.747808 + Penalty 2116.317232 = -72109.430576
  nChanged 0
		SP:Iteration 15F (83733.170000 sec): 3 clusters
  Score: Raw -74225.747808 + Penalty 2116.317232 = -72109.430576
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 71 (3733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83733.270000 sec): 2 clusters
  Score: Raw -382520.435284 + Penalty 1336.557215 = -381183.878069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83733.480000 sec): 3 clusters
  Score: Raw -380715.675064 + Penalty 2673.114431 = -378042.560633
  nChanged 1451
		SP:Iteration 1F (83733.680000 sec): 3 clusters
  Score: Raw -381814.292029 + Penalty 2673.114431 = -379141.177598
  nChanged 380
		SP:Iteration 2F (83733.770000 sec): 3 clusters
  Score: Raw -382187.476719 + Penalty 2673.114431 = -379514.362289
  nChanged 301
		SP:Iteration 3F (83733.930000 sec): 3 clusters
  Score: Raw -382501.091102 + Penalty 2673.114431 = -379827.976671
  nChanged 239
		SP:Iteration 4F (83734.110000 sec): 3 clusters
  Score: Raw -382735.933344 + Penalty 2673.114431 = -380062.818914
  nChanged 196
		SP:Iteration 5F (83734.300000 sec): 3 clusters
  Score: Raw -382920.505087 + Penalty 2673.114431 = -380247.390657
  nChanged 198
		SP:Iteration 6F (83734.470000 sec): 3 clusters
  Score: Raw -383119.693505 + Penalty 2673.114431 = -380446.579074
  nChanged 154
		SP:Iteration 7Q (83734.610000 sec): 3 clusters
  Score: Raw -383244.075581 + Penalty 2673.114431 = -380570.961150
  nChanged 128
		SP:Iteration 8Q (83734.770000 sec): 3 clusters
  Score: Raw -383324.950362 + Penalty 2673.114431 = -380651.835931
  nChanged 108
		SP:Iteration 9Q (83734.980000 sec): 3 clusters
  Score: Raw -383387.038497 + Penalty 2673.114431 = -380713.924067
  nChanged 89
		SP:Iteration 10Q (83735.150000 sec): 3 clusters
  Score: Raw -383443.668856 + Penalty 2673.114431 = -380770.554425
  nChanged 89
		SP:Iteration 11Q (83735.310000 sec): 3 clusters
  Score: Raw -383490.167575 + Penalty 2673.114431 = -380817.053144
  nChanged 69
		SP:Iteration 12Q (83735.540000 sec): 3 clusters
  Score: Raw -383528.026736 + Penalty 2673.114431 = -380854.912306
  nChanged 56
		SP:Iteration 13Q (83735.680000 sec): 3 clusters
  Score: Raw -383552.976134 + Penalty 2673.114431 = -380879.861703
  nChanged 40
		SP:Iteration 14Q (83735.890000 sec): 3 clusters
  Score: Raw -383568.422135 + Penalty 2673.114431 = -380895.307704
  nChanged 30
		SP:Iteration 15Q (83736.060000 sec): 3 clusters
  Score: Raw -383578.936773 + Penalty 2673.114431 = -380905.822342
  nChanged 19
		SP:Iteration 16Q (83736.220000 sec): 3 clusters
  Score: Raw -383585.089649 + Penalty 2673.114431 = -380911.975218
  nChanged 14
		SP:Iteration 17Q (83736.380000 sec): 3 clusters
  Score: Raw -383589.324500 + Penalty 2673.114431 = -380916.210069
  nChanged 11
		SP:Iteration 18Q (83736.560000 sec): 3 clusters
  Score: Raw -383592.483852 + Penalty 2673.114431 = -380919.369422
  nChanged 10
		SP:Iteration 19Q (83736.740000 sec): 3 clusters
  Score: Raw -383594.606742 + Penalty 2673.114431 = -380921.492312
  nChanged 7
		SP:Iteration 20F (83736.900000 sec): 3 clusters
  Score: Raw -383600.399407 + Penalty 2673.114431 = -380927.284976
  nChanged 10
		SP:Iteration 21Q (83737.070000 sec): 3 clusters
  Score: Raw -383609.711301 + Penalty 2673.114431 = -380936.596871
  nChanged 17
		SP:Iteration 22Q (83737.250000 sec): 3 clusters
  Score: Raw -383615.156177 + Penalty 2673.114431 = -380942.041746
  nChanged 16
		SP:Iteration 23Q (83737.460000 sec): 3 clusters
  Score: Raw -383619.189998 + Penalty 2673.114431 = -380946.075567
  nChanged 9
		SP:Iteration 24Q (83737.640000 sec): 3 clusters
  Score: Raw -383621.805325 + Penalty 2673.114431 = -380948.690894
  nChanged 8
		SP:Iteration 25Q (83737.800000 sec): 3 clusters
  Score: Raw -383623.390142 + Penalty 2673.114431 = -380950.275712
  nChanged 5
		SP:Iteration 26Q (83737.960000 sec): 3 clusters
  Score: Raw -383625.218870 + Penalty 2673.114431 = -380952.104439
  nChanged 4
		SP:Iteration 27Q (83738.180000 sec): 3 clusters
  Score: Raw -383625.840387 + Penalty 2673.114431 = -380952.725956
  nChanged 3
		SP:Iteration 28Q (83738.340000 sec): 3 clusters
  Score: Raw -383626.871263 + Penalty 2673.114431 = -380953.756833
  nChanged 2
		SP:Iteration 29Q (83738.530000 sec): 3 clusters
  Score: Raw -383627.609089 + Penalty 2673.114431 = -380954.494658
  nChanged 5
		SP:Iteration 30Q (83738.700000 sec): 3 clusters
  Score: Raw -383628.972463 + Penalty 2673.114431 = -380955.858032
  nChanged 4
		SP:Iteration 31Q (83738.920000 sec): 3 clusters
  Score: Raw -383630.629334 + Penalty 2673.114431 = -380957.514903
  nChanged 6
		SP:Iteration 32Q (83739.100000 sec): 3 clusters
  Score: Raw -383632.338600 + Penalty 2673.114431 = -380959.224170
  nChanged 6
		SP:Iteration 33Q (83739.300000 sec): 3 clusters
  Score: Raw -383633.653958 + Penalty 2673.114431 = -380960.539527
  nChanged 2
		SP:Iteration 34Q (83739.460000 sec): 3 clusters
  Score: Raw -383633.827052 + Penalty 2673.114431 = -380960.712621
  nChanged 0
		SP:Iteration 35F (83739.680000 sec): 3 clusters
  Score: Raw -383633.827052 + Penalty 2673.114431 = -380960.712621
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 72 (2337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83739.770000 sec): 2 clusters
  Score: Raw -268571.969900 + Penalty 1260.451292 = -267311.518608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83739.960000 sec): 3 clusters
  Score: Raw -267617.525771 + Penalty 2520.902584 = -265096.623188
  nChanged 854
		SP:Iteration 1F (83740.100000 sec): 3 clusters
  Score: Raw -268371.731135 + Penalty 2520.902584 = -265850.828551
  nChanged 240
		SP:Iteration 2F (83740.330000 sec): 3 clusters
  Score: Raw -268677.474115 + Penalty 2520.902584 = -266156.571531
  nChanged 167
		SP:Iteration 3F (83740.520000 sec): 3 clusters
  Score: Raw -268893.710410 + Penalty 2520.902584 = -266372.807826
  nChanged 118
		SP:Iteration 4F (83740.680000 sec): 3 clusters
  Score: Raw -269023.818010 + Penalty 2520.902584 = -266502.915426
  nChanged 90
		SP:Iteration 5Q (83740.880000 sec): 3 clusters
  Score: Raw -269102.779862 + Penalty 2520.902584 = -266581.877278
  nChanged 64
		SP:Iteration 6Q (83741.030000 sec): 3 clusters
  Score: Raw -269148.796770 + Penalty 2520.902584 = -266627.894186
  nChanged 46
		SP:Iteration 7Q (83741.250000 sec): 3 clusters
  Score: Raw -269182.584480 + Penalty 2520.902584 = -266661.681896
  nChanged 29
		SP:Iteration 8Q (83741.440000 sec): 3 clusters
  Score: Raw -269199.691819 + Penalty 2520.902584 = -266678.789235
  nChanged 25
		SP:Iteration 9Q (83741.620000 sec): 3 clusters
  Score: Raw -269224.184013 + Penalty 2520.902584 = -266703.281429
  nChanged 25
		SP:Iteration 10Q (83741.760000 sec): 3 clusters
  Score: Raw -269256.049030 + Penalty 2520.902584 = -266735.146446
  nChanged 27
		SP:Iteration 11Q (83741.990000 sec): 3 clusters
  Score: Raw -269286.312580 + Penalty 2520.902584 = -266765.409996
  nChanged 24
		SP:Iteration 12Q (83742.160000 sec): 3 clusters
  Score: Raw -269302.589574 + Penalty 2520.902584 = -266781.686991
  nChanged 15
		SP:Iteration 13Q (83742.350000 sec): 3 clusters
  Score: Raw -269311.498170 + Penalty 2520.902584 = -266790.595586
  nChanged 12
		SP:Iteration 14Q (83742.500000 sec): 3 clusters
  Score: Raw -269318.287605 + Penalty 2520.902584 = -266797.385022
  nChanged 5
		SP:Iteration 15Q (83742.690000 sec): 3 clusters
  Score: Raw -269320.855981 + Penalty 2520.902584 = -266799.953397
  nChanged 7
		SP:Iteration 16Q (83742.870000 sec): 3 clusters
  Score: Raw -269323.774984 + Penalty 2520.902584 = -266802.872401
  nChanged 2
		SP:Iteration 17Q (83743.040000 sec): 3 clusters
  Score: Raw -269325.004362 + Penalty 2520.902584 = -266804.101778
  nChanged 2
		SP:Iteration 18Q (83743.240000 sec): 3 clusters
  Score: Raw -269325.456855 + Penalty 2520.902584 = -266804.554271
  nChanged 1
		SP:Iteration 19Q (83743.420000 sec): 3 clusters
  Score: Raw -269325.739756 + Penalty 2520.902584 = -266804.837173
  nChanged 0
		SP:Iteration 20F (83743.610000 sec): 3 clusters
  Score: Raw -269325.739756 + Penalty 2520.902584 = -266804.837173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 73 (1309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83743.730000 sec): 2 clusters
  Score: Raw -152610.464419 + Penalty 1166.265549 = -151444.198870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83743.910000 sec): 3 clusters
  Score: Raw -152122.710261 + Penalty 2332.531099 = -149790.179162
  nChanged 427
		SP:Iteration 1F (83744.130000 sec): 3 clusters
  Score: Raw -152476.722288 + Penalty 2332.531099 = -150144.191189
  nChanged 108
		SP:Iteration 2F (83744.280000 sec): 3 clusters
  Score: Raw -152567.685818 + Penalty 2332.531099 = -150235.154719
  nChanged 62
		SP:Iteration 3Q (83744.480000 sec): 3 clusters
  Score: Raw -152616.620895 + Penalty 2332.531099 = -150284.089796
  nChanged 38
		SP:Iteration 4Q (83744.670000 sec): 3 clusters
  Score: Raw -152647.727394 + Penalty 2332.531099 = -150315.196296
  nChanged 20
		SP:Iteration 5Q (83744.840000 sec): 3 clusters
  Score: Raw -152667.920474 + Penalty 2332.531099 = -150335.389375
  nChanged 18
		SP:Iteration 6Q (83745.030000 sec): 3 clusters
  Score: Raw -152682.855259 + Penalty 2332.531099 = -150350.324161
  nChanged 16
		SP:Iteration 7Q (83745.200000 sec): 3 clusters
  Score: Raw -152694.892521 + Penalty 2332.531099 = -150362.361422
  nChanged 12
		SP:Iteration 8Q (83745.370000 sec): 3 clusters
  Score: Raw -152704.074899 + Penalty 2332.531099 = -150371.543800
  nChanged 8
		SP:Iteration 9Q (83745.590000 sec): 3 clusters
  Score: Raw -152710.528975 + Penalty 2332.531099 = -150377.997876
  nChanged 15
		SP:Iteration 10Q (83745.750000 sec): 3 clusters
  Score: Raw -152724.832552 + Penalty 2332.531099 = -150392.301453
  nChanged 14
		SP:Iteration 11Q (83745.930000 sec): 3 clusters
  Score: Raw -152737.167052 + Penalty 2332.531099 = -150404.635953
  nChanged 13
		SP:Iteration 12Q (83746.120000 sec): 3 clusters
  Score: Raw -152756.191122 + Penalty 2332.531099 = -150423.660023
  nChanged 19
		SP:Iteration 13Q (83746.280000 sec): 3 clusters
  Score: Raw -152779.666106 + Penalty 2332.531099 = -150447.135007
  nChanged 19
		SP:Iteration 14Q (83746.450000 sec): 3 clusters
  Score: Raw -152796.772306 + Penalty 2332.531099 = -150464.241207
  nChanged 14
		SP:Iteration 15Q (83746.610000 sec): 3 clusters
  Score: Raw -152812.373717 + Penalty 2332.531099 = -150479.842618
  nChanged 13
		SP:Iteration 16Q (83746.770000 sec): 3 clusters
  Score: Raw -152824.468570 + Penalty 2332.531099 = -150491.937471
  nChanged 5
		SP:Iteration 17Q (83746.930000 sec): 3 clusters
  Score: Raw -152828.766497 + Penalty 2332.531099 = -150496.235398
  nChanged 5
		SP:Iteration 18Q (83747.090000 sec): 3 clusters
  Score: Raw -152834.227113 + Penalty 2332.531099 = -150501.696014
  nChanged 8
		SP:Iteration 19Q (83747.240000 sec): 3 clusters
  Score: Raw -152839.646060 + Penalty 2332.531099 = -150507.114961
  nChanged 4
		SP:Iteration 20F (83747.450000 sec): 3 clusters
  Score: Raw -152841.067432 + Penalty 2332.531099 = -150508.536333
  nChanged 2
		SP:Iteration 21Q (83747.600000 sec): 3 clusters
  Score: Raw -152842.544929 + Penalty 2332.531099 = -150510.013831
  nChanged 6
		SP:Iteration 22Q (83747.790000 sec): 3 clusters
  Score: Raw -152846.270142 + Penalty 2332.531099 = -150513.739043
  nChanged 5
		SP:Iteration 23Q (83747.930000 sec): 3 clusters
  Score: Raw -152849.011609 + Penalty 2332.531099 = -150516.480510
  nChanged 2
		SP:Iteration 24Q (83748.120000 sec): 3 clusters
  Score: Raw -152850.629068 + Penalty 2332.531099 = -150518.097969
  nChanged 0
		SP:Iteration 25F (83748.290000 sec): 3 clusters
  Score: Raw -152850.629068 + Penalty 2332.531099 = -150518.097969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 74 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83748.390000 sec): 2 clusters
  Score: Raw -49126.992628 + Penalty 987.616865 = -48139.375763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83748.570000 sec): 3 clusters
  Score: Raw -49102.825817 + Penalty 1975.233729 = -47127.592088
  nChanged 116
		SP:Iteration 1F (83748.710000 sec): 3 clusters
  Score: Raw -49273.331850 + Penalty 1975.233729 = -47298.098121
  nChanged 21
		SP:Iteration 2Q (83748.870000 sec): 3 clusters
  Score: Raw -49321.302463 + Penalty 1975.233729 = -47346.068733
  nChanged 12
		SP:Iteration 3Q (83749.050000 sec): 3 clusters
  Score: Raw -49345.098021 + Penalty 1975.233729 = -47369.864292
  nChanged 9
		SP:Iteration 4Q (83749.230000 sec): 3 clusters
  Score: Raw -49362.959971 + Penalty 1975.233729 = -47387.726242
  nChanged 9
		SP:Iteration 5Q (83749.410000 sec): 3 clusters
  Score: Raw -49383.975552 + Penalty 1975.233729 = -47408.741823
  nChanged 3
		SP:Iteration 6Q (83749.560000 sec): 3 clusters
  Score: Raw -49387.765770 + Penalty 1975.233729 = -47412.532041
  nChanged 0
		SP:Iteration 7F (83749.740000 sec): 3 clusters
  Score: Raw -49387.765770 + Penalty 1975.233729 = -47412.532041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 75 (16233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83749.930000 sec): 2 clusters
  Score: Raw -1927222.582647 + Penalty 1575.405242 = -1925647.177405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83750.200000 sec): 3 clusters
  Score: Raw -1917459.492596 + Penalty 3150.810483 = -1914308.682113
  nChanged 7344
		SP:Iteration 1F (83750.460000 sec): 3 clusters
  Score: Raw -1921713.275296 + Penalty 3150.810483 = -1918562.464813
  nChanged 1038
		SP:Iteration 2F (83750.700000 sec): 3 clusters
  Score: Raw -1922346.779821 + Penalty 3150.810483 = -1919195.969338
  nChanged 1008
		SP:Iteration 3F (83750.950000 sec): 3 clusters
  Score: Raw -1922979.844319 + Penalty 3150.810483 = -1919829.033836
  nChanged 1021
		SP:Iteration 4F (83751.180000 sec): 3 clusters
  Score: Raw -1923531.636046 + Penalty 3150.810483 = -1920380.825563
  nChanged 956
		SP:Iteration 5F (83751.460000 sec): 3 clusters
  Score: Raw -1924081.967989 + Penalty 3150.810483 = -1920931.157506
  nChanged 915
		SP:Iteration 6F (83751.680000 sec): 3 clusters
  Score: Raw -1924669.539274 + Penalty 3150.810483 = -1921518.728791
  nChanged 945
		SP:Iteration 7F (83751.920000 sec): 3 clusters
  Score: Raw -1925354.874866 + Penalty 3150.810483 = -1922204.064383
  nChanged 890
		SP:Iteration 8F (83752.170000 sec): 3 clusters
  Score: Raw -1926099.575439 + Penalty 3150.810483 = -1922948.764956
  nChanged 760
		SP:Iteration 9Q (83752.420000 sec): 3 clusters
  Score: Raw -1926786.041313 + Penalty 3150.810483 = -1923635.230830
  nChanged 589
		SP:Iteration 10Q (83752.650000 sec): 3 clusters
  Score: Raw -1927345.166899 + Penalty 3150.810483 = -1924194.356415
  nChanged 458
		SP:Iteration 11Q (83752.900000 sec): 3 clusters
  Score: Raw -1927753.812854 + Penalty 3150.810483 = -1924603.002371
  nChanged 356
		SP:Iteration 12Q (83753.160000 sec): 3 clusters
  Score: Raw -1928038.337713 + Penalty 3150.810483 = -1924887.527229
  nChanged 267
		SP:Iteration 13Q (83753.400000 sec): 3 clusters
  Score: Raw -1928257.381785 + Penalty 3150.810483 = -1925106.571302
  nChanged 218
		SP:Iteration 14Q (83753.610000 sec): 3 clusters
  Score: Raw -1928425.968680 + Penalty 3150.810483 = -1925275.158197
  nChanged 164
		SP:Iteration 15Q (83753.850000 sec): 3 clusters
  Score: Raw -1928539.762870 + Penalty 3150.810483 = -1925388.952387
  nChanged 132
		SP:Iteration 16Q (83754.080000 sec): 3 clusters
  Score: Raw -1928622.493818 + Penalty 3150.810483 = -1925471.683335
  nChanged 91
		SP:Iteration 17Q (83754.320000 sec): 3 clusters
  Score: Raw -1928677.444891 + Penalty 3150.810483 = -1925526.634408
  nChanged 72
		SP:Iteration 18Q (83754.600000 sec): 3 clusters
  Score: Raw -1928709.250826 + Penalty 3150.810483 = -1925558.440343
  nChanged 59
		SP:Iteration 19Q (83754.860000 sec): 3 clusters
  Score: Raw -1928734.806391 + Penalty 3150.810483 = -1925583.995908
  nChanged 45
		SP:Iteration 20F (83755.100000 sec): 3 clusters
  Score: Raw -1928749.565698 + Penalty 3150.810483 = -1925598.755215
  nChanged 27
		SP:Iteration 21Q (83755.340000 sec): 3 clusters
  Score: Raw -1928759.289115 + Penalty 3150.810483 = -1925608.478632
  nChanged 17
		SP:Iteration 22Q (83755.540000 sec): 3 clusters
  Score: Raw -1928765.025220 + Penalty 3150.810483 = -1925614.214737
  nChanged 11
		SP:Iteration 23Q (83755.800000 sec): 3 clusters
  Score: Raw -1928767.845663 + Penalty 3150.810483 = -1925617.035180
  nChanged 5
		SP:Iteration 24Q (83756.020000 sec): 3 clusters
  Score: Raw -1928768.911868 + Penalty 3150.810483 = -1925618.101385
  nChanged 5
		SP:Iteration 25Q (83756.290000 sec): 3 clusters
  Score: Raw -1928769.602076 + Penalty 3150.810483 = -1925618.791593
  nChanged 2
		SP:Iteration 26Q (83756.520000 sec): 3 clusters
  Score: Raw -1928769.781667 + Penalty 3150.810483 = -1925618.971184
  nChanged 0
		SP:Iteration 27F (83756.780000 sec): 3 clusters
  Score: Raw -1928769.781667 + Penalty 3150.810483 = -1925618.971184
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 76 (3301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83756.880000 sec): 2 clusters
  Score: Raw -382721.711139 + Penalty 1316.571869 = -381405.139270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83757.090000 sec): 3 clusters
  Score: Raw -381072.876712 + Penalty 2633.143738 = -378439.732974
  nChanged 1283
		SP:Iteration 1F (83757.260000 sec): 3 clusters
  Score: Raw -381831.291911 + Penalty 2633.143738 = -379198.148174
  nChanged 281
		SP:Iteration 2F (83757.420000 sec): 3 clusters
  Score: Raw -382042.579716 + Penalty 2633.143738 = -379409.435978
  nChanged 219
		SP:Iteration 3F (83757.600000 sec): 3 clusters
  Score: Raw -382231.554747 + Penalty 2633.143738 = -379598.411009
  nChanged 201
		SP:Iteration 4F (83757.790000 sec): 3 clusters
  Score: Raw -382404.032265 + Penalty 2633.143738 = -379770.888527
  nChanged 187
		SP:Iteration 5F (83757.990000 sec): 3 clusters
  Score: Raw -382552.228624 + Penalty 2633.143738 = -379919.084886
  nChanged 171
		SP:Iteration 6F (83758.120000 sec): 3 clusters
  Score: Raw -382697.048993 + Penalty 2633.143738 = -380063.905255
  nChanged 136
		SP:Iteration 7Q (83758.290000 sec): 3 clusters
  Score: Raw -382794.397664 + Penalty 2633.143738 = -380161.253926
  nChanged 102
		SP:Iteration 8Q (83758.460000 sec): 3 clusters
  Score: Raw -382860.611295 + Penalty 2633.143738 = -380227.467558
  nChanged 88
		SP:Iteration 9Q (83758.670000 sec): 3 clusters
  Score: Raw -382910.623497 + Penalty 2633.143738 = -380277.479759
  nChanged 53
		SP:Iteration 10Q (83758.820000 sec): 3 clusters
  Score: Raw -382940.863983 + Penalty 2633.143738 = -380307.720245
  nChanged 49
		SP:Iteration 11Q (83759.000000 sec): 3 clusters
  Score: Raw -382962.601966 + Penalty 2633.143738 = -380329.458229
  nChanged 37
		SP:Iteration 12Q (83759.200000 sec): 3 clusters
  Score: Raw -382984.792781 + Penalty 2633.143738 = -380351.649043
  nChanged 21
		SP:Iteration 13Q (83759.380000 sec): 3 clusters
  Score: Raw -382993.131603 + Penalty 2633.143738 = -380359.987865
  nChanged 14
		SP:Iteration 14Q (83759.600000 sec): 3 clusters
  Score: Raw -382997.814706 + Penalty 2633.143738 = -380364.670968
  nChanged 8
		SP:Iteration 15Q (83759.780000 sec): 3 clusters
  Score: Raw -383000.279576 + Penalty 2633.143738 = -380367.135839
  nChanged 8
		SP:Iteration 16Q (83759.940000 sec): 3 clusters
  Score: Raw -383003.334683 + Penalty 2633.143738 = -380370.190945
  nChanged 12
		SP:Iteration 17Q (83760.120000 sec): 3 clusters
  Score: Raw -383006.681349 + Penalty 2633.143738 = -380373.537611
  nChanged 9
		SP:Iteration 18Q (83760.310000 sec): 3 clusters
  Score: Raw -383009.976109 + Penalty 2633.143738 = -380376.832371
  nChanged 5
		SP:Iteration 19Q (83760.490000 sec): 3 clusters
  Score: Raw -383011.706533 + Penalty 2633.143738 = -380378.562795
  nChanged 9
		SP:Iteration 20F (83760.670000 sec): 3 clusters
  Score: Raw -383013.964836 + Penalty 2633.143738 = -380380.821098
  nChanged 1
		SP:Iteration 21Q (83760.880000 sec): 3 clusters
  Score: Raw -383014.359277 + Penalty 2633.143738 = -380381.215539
  nChanged 5
		SP:Iteration 22Q (83761.050000 sec): 3 clusters
  Score: Raw -383016.028670 + Penalty 2633.143738 = -380382.884932
  nChanged 3
		SP:Iteration 23Q (83761.260000 sec): 3 clusters
  Score: Raw -383016.976760 + Penalty 2633.143738 = -380383.833022
  nChanged 6
		SP:Iteration 24Q (83761.440000 sec): 3 clusters
  Score: Raw -383018.967142 + Penalty 2633.143738 = -380385.823404
  nChanged 4
		SP:Iteration 25Q (83761.630000 sec): 3 clusters
  Score: Raw -383020.460976 + Penalty 2633.143738 = -380387.317238
  nChanged 5
		SP:Iteration 26Q (83761.810000 sec): 3 clusters
  Score: Raw -383021.790479 + Penalty 2633.143738 = -380388.646741
  nChanged 1
		SP:Iteration 27Q (83762.010000 sec): 3 clusters
  Score: Raw -383022.280875 + Penalty 2633.143738 = -380389.137138
  nChanged 2
		SP:Iteration 28Q (83762.210000 sec): 3 clusters
  Score: Raw -383022.864992 + Penalty 2633.143738 = -380389.721254
  nChanged 0
		SP:Iteration 29F (83762.380000 sec): 3 clusters
  Score: Raw -383022.864992 + Penalty 2633.143738 = -380389.721254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 77 (3140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83762.490000 sec): 2 clusters
  Score: Raw -369125.718175 + Penalty 1308.446438 = -367817.271737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83762.690000 sec): 3 clusters
  Score: Raw -367621.021229 + Penalty 2616.892876 = -365004.128354
  nChanged 1236
		SP:Iteration 1F (83762.840000 sec): 3 clusters
  Score: Raw -368346.115464 + Penalty 2616.892876 = -365729.222588
  nChanged 272
		SP:Iteration 2F (83763.010000 sec): 3 clusters
  Score: Raw -368533.333089 + Penalty 2616.892876 = -365916.440213
  nChanged 202
		SP:Iteration 3F (83763.150000 sec): 3 clusters
  Score: Raw -368683.014662 + Penalty 2616.892876 = -366066.121787
  nChanged 154
		SP:Iteration 4Q (83763.370000 sec): 3 clusters
  Score: Raw -368794.695979 + Penalty 2616.892876 = -366177.803104
  nChanged 145
		SP:Iteration 5Q (83763.520000 sec): 3 clusters
  Score: Raw -368917.064674 + Penalty 2616.892876 = -366300.171798
  nChanged 146
		SP:Iteration 6Q (83763.730000 sec): 3 clusters
  Score: Raw -369039.942052 + Penalty 2616.892876 = -366423.049177
  nChanged 143
		SP:Iteration 7Q (83763.930000 sec): 3 clusters
  Score: Raw -369179.280149 + Penalty 2616.892876 = -366562.387273
  nChanged 127
		SP:Iteration 8Q (83764.110000 sec): 3 clusters
  Score: Raw -369304.157079 + Penalty 2616.892876 = -366687.264204
  nChanged 121
		SP:Iteration 9Q (83764.270000 sec): 3 clusters
  Score: Raw -369404.154870 + Penalty 2616.892876 = -366787.261995
  nChanged 81
		SP:Iteration 10Q (83764.490000 sec): 3 clusters
  Score: Raw -369454.378042 + Penalty 2616.892876 = -366837.485167
  nChanged 52
		SP:Iteration 11Q (83764.660000 sec): 3 clusters
  Score: Raw -369480.903148 + Penalty 2616.892876 = -366864.010272
  nChanged 45
		SP:Iteration 12Q (83764.840000 sec): 3 clusters
  Score: Raw -369500.881093 + Penalty 2616.892876 = -366883.988218
  nChanged 28
		SP:Iteration 13Q (83765.010000 sec): 3 clusters
  Score: Raw -369510.091966 + Penalty 2616.892876 = -366893.199091
  nChanged 17
		SP:Iteration 14Q (83765.160000 sec): 3 clusters
  Score: Raw -369515.747438 + Penalty 2616.892876 = -366898.854563
  nChanged 17
		SP:Iteration 15Q (83765.370000 sec): 3 clusters
  Score: Raw -369520.536164 + Penalty 2616.892876 = -366903.643288
  nChanged 12
		SP:Iteration 16Q (83765.530000 sec): 3 clusters
  Score: Raw -369525.091730 + Penalty 2616.892876 = -366908.198855
  nChanged 14
		SP:Iteration 17Q (83765.750000 sec): 3 clusters
  Score: Raw -369532.049440 + Penalty 2616.892876 = -366915.156564
  nChanged 10
		SP:Iteration 18Q (83765.920000 sec): 3 clusters
  Score: Raw -369535.852175 + Penalty 2616.892876 = -366918.959299
  nChanged 11
		SP:Iteration 19Q (83766.100000 sec): 3 clusters
  Score: Raw -369539.455360 + Penalty 2616.892876 = -366922.562485
  nChanged 6
		SP:Iteration 20F (83766.290000 sec): 3 clusters
  Score: Raw -369541.571653 + Penalty 2616.892876 = -366924.678777
  nChanged 7
		SP:Iteration 21Q (83766.450000 sec): 3 clusters
  Score: Raw -369543.043957 + Penalty 2616.892876 = -366926.151081
  nChanged 5
		SP:Iteration 22Q (83766.600000 sec): 3 clusters
  Score: Raw -369544.504054 + Penalty 2616.892876 = -366927.611179
  nChanged 2
		SP:Iteration 23Q (83766.760000 sec): 3 clusters
  Score: Raw -369545.043670 + Penalty 2616.892876 = -366928.150795
  nChanged 3
		SP:Iteration 24Q (83766.970000 sec): 3 clusters
  Score: Raw -369545.980479 + Penalty 2616.892876 = -366929.087604
  nChanged 4
		SP:Iteration 25Q (83767.150000 sec): 3 clusters
  Score: Raw -369547.015342 + Penalty 2616.892876 = -366930.122467
  nChanged 1
		SP:Iteration 26Q (83767.310000 sec): 3 clusters
  Score: Raw -369547.183004 + Penalty 2616.892876 = -366930.290129
  nChanged 2
		SP:Iteration 27Q (83767.510000 sec): 3 clusters
  Score: Raw -369547.601132 + Penalty 2616.892876 = -366930.708257
  nChanged 0
		SP:Iteration 28F (83767.640000 sec): 3 clusters
  Score: Raw -369547.601132 + Penalty 2616.892876 = -366930.708257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 78 (2484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83767.740000 sec): 2 clusters
  Score: Raw -277684.693204 + Penalty 1270.364134 = -276414.329069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83767.950000 sec): 3 clusters
  Score: Raw -276517.651570 + Penalty 2540.728269 = -273976.923301
  nChanged 957
		SP:Iteration 1F (83768.140000 sec): 3 clusters
  Score: Raw -277317.507548 + Penalty 2540.728269 = -274776.779279
  nChanged 246
		SP:Iteration 2F (83768.270000 sec): 3 clusters
  Score: Raw -277546.785521 + Penalty 2540.728269 = -275006.057252
  nChanged 176
		SP:Iteration 3F (83768.490000 sec): 3 clusters
  Score: Raw -277718.557922 + Penalty 2540.728269 = -275177.829653
  nChanged 126
		SP:Iteration 4F (83768.670000 sec): 3 clusters
  Score: Raw -277838.829564 + Penalty 2540.728269 = -275298.101295
  nChanged 113
		SP:Iteration 5Q (83768.840000 sec): 3 clusters
  Score: Raw -277942.673548 + Penalty 2540.728269 = -275401.945279
  nChanged 90
		SP:Iteration 6Q (83768.990000 sec): 3 clusters
  Score: Raw -278012.286151 + Penalty 2540.728269 = -275471.557882
  nChanged 76
		SP:Iteration 7Q (83769.150000 sec): 3 clusters
  Score: Raw -278066.991011 + Penalty 2540.728269 = -275526.262742
  nChanged 61
		SP:Iteration 8Q (83769.310000 sec): 3 clusters
  Score: Raw -278107.217209 + Penalty 2540.728269 = -275566.488940
  nChanged 41
		SP:Iteration 9Q (83769.500000 sec): 3 clusters
  Score: Raw -278131.800575 + Penalty 2540.728269 = -275591.072306
  nChanged 24
		SP:Iteration 10Q (83769.680000 sec): 3 clusters
  Score: Raw -278145.033572 + Penalty 2540.728269 = -275604.305303
  nChanged 20
		SP:Iteration 11Q (83769.880000 sec): 3 clusters
  Score: Raw -278157.537547 + Penalty 2540.728269 = -275616.809278
  nChanged 14
		SP:Iteration 12Q (83770.050000 sec): 3 clusters
  Score: Raw -278165.129136 + Penalty 2540.728269 = -275624.400867
  nChanged 5
		SP:Iteration 13Q (83770.270000 sec): 3 clusters
  Score: Raw -278166.387549 + Penalty 2540.728269 = -275625.659280
  nChanged 0
		SP:Iteration 14F (83770.410000 sec): 3 clusters
  Score: Raw -278166.387549 + Penalty 2540.728269 = -275625.659280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 79 (1998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83770.530000 sec): 2 clusters
  Score: Raw -237153.175709 + Penalty 1234.984068 = -235918.191641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83770.730000 sec): 3 clusters
  Score: Raw -236316.041716 + Penalty 2469.968137 = -233846.073580
  nChanged 735
		SP:Iteration 1F (83770.890000 sec): 3 clusters
  Score: Raw -236911.900803 + Penalty 2469.968137 = -234441.932666
  nChanged 181
		SP:Iteration 2F (83771.070000 sec): 3 clusters
  Score: Raw -237064.167860 + Penalty 2469.968137 = -234594.199723
  nChanged 104
		SP:Iteration 3F (83771.300000 sec): 3 clusters
  Score: Raw -237141.609434 + Penalty 2469.968137 = -234671.641298
  nChanged 69
		SP:Iteration 4Q (83771.440000 sec): 3 clusters
  Score: Raw -237190.910009 + Penalty 2469.968137 = -234720.941872
  nChanged 57
		SP:Iteration 5Q (83771.640000 sec): 3 clusters
  Score: Raw -237235.585766 + Penalty 2469.968137 = -234765.617629
  nChanged 46
		SP:Iteration 6Q (83771.840000 sec): 3 clusters
  Score: Raw -237269.642395 + Penalty 2469.968137 = -234799.674259
  nChanged 39
		SP:Iteration 7Q (83772.000000 sec): 3 clusters
  Score: Raw -237299.850502 + Penalty 2469.968137 = -234829.882365
  nChanged 35
		SP:Iteration 8Q (83772.170000 sec): 3 clusters
  Score: Raw -237327.074068 + Penalty 2469.968137 = -234857.105931
  nChanged 24
		SP:Iteration 9Q (83772.400000 sec): 3 clusters
  Score: Raw -237340.957959 + Penalty 2469.968137 = -234870.989822
  nChanged 20
		SP:Iteration 10Q (83772.550000 sec): 3 clusters
  Score: Raw -237352.548501 + Penalty 2469.968137 = -234882.580365
  nChanged 16
		SP:Iteration 11Q (83772.690000 sec): 3 clusters
  Score: Raw -237362.663417 + Penalty 2469.968137 = -234892.695280
  nChanged 17
		SP:Iteration 12Q (83772.900000 sec): 3 clusters
  Score: Raw -237372.148173 + Penalty 2469.968137 = -234902.180037
  nChanged 12
		SP:Iteration 13Q (83773.100000 sec): 3 clusters
  Score: Raw -237380.435625 + Penalty 2469.968137 = -234910.467488
  nChanged 9
		SP:Iteration 14Q (83773.290000 sec): 3 clusters
  Score: Raw -237386.577927 + Penalty 2469.968137 = -234916.609790
  nChanged 10
		SP:Iteration 15Q (83773.490000 sec): 3 clusters
  Score: Raw -237391.089621 + Penalty 2469.968137 = -234921.121485
  nChanged 5
		SP:Iteration 16Q (83773.650000 sec): 3 clusters
  Score: Raw -237392.424910 + Penalty 2469.968137 = -234922.456773
  nChanged 2
		SP:Iteration 17Q (83773.810000 sec): 3 clusters
  Score: Raw -237393.100098 + Penalty 2469.968137 = -234923.131962
  nChanged 2
		SP:Iteration 18Q (83773.970000 sec): 3 clusters
  Score: Raw -237393.634201 + Penalty 2469.968137 = -234923.666065
  nChanged 2
		SP:Iteration 19Q (83774.190000 sec): 3 clusters
  Score: Raw -237394.507223 + Penalty 2469.968137 = -234924.539086
  nChanged 2
		SP:Iteration 20F (83774.330000 sec): 3 clusters
  Score: Raw -237396.161278 + Penalty 2469.968137 = -234926.193141
  nChanged 1
		SP:Iteration 21Q (83774.490000 sec): 3 clusters
  Score: Raw -237396.350833 + Penalty 2469.968137 = -234926.382696
  nChanged 1
		SP:Iteration 22Q (83774.680000 sec): 3 clusters
  Score: Raw -237396.653861 + Penalty 2469.968137 = -234926.685725
  nChanged 2
		SP:Iteration 23Q (83774.880000 sec): 3 clusters
  Score: Raw -237397.057044 + Penalty 2469.968137 = -234927.088907
  nChanged 0
		SP:Iteration 24F (83775.050000 sec): 3 clusters
  Score: Raw -237397.057044 + Penalty 2469.968137 = -234927.088907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 80 (3656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83775.160000 sec): 2 clusters
  Score: Raw -428794.552729 + Penalty 1333.170302 = -427461.382428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83775.360000 sec): 3 clusters
  Score: Raw -427002.404279 + Penalty 2666.340603 = -424336.063676
  nChanged 1438
		SP:Iteration 1F (83775.560000 sec): 3 clusters
  Score: Raw -427848.336997 + Penalty 2666.340603 = -425181.996394
  nChanged 313
		SP:Iteration 2F (83775.760000 sec): 3 clusters
  Score: Raw -428069.960474 + Penalty 2666.340603 = -425403.619871
  nChanged 219
		SP:Iteration 3F (83775.940000 sec): 3 clusters
  Score: Raw -428234.610249 + Penalty 2666.340603 = -425568.269646
  nChanged 201
		SP:Iteration 4F (83776.080000 sec): 3 clusters
  Score: Raw -428420.071189 + Penalty 2666.340603 = -425753.730586
  nChanged 183
		SP:Iteration 5F (83776.310000 sec): 3 clusters
  Score: Raw -428602.378870 + Penalty 2666.340603 = -425936.038267
  nChanged 143
		SP:Iteration 6Q (83776.490000 sec): 3 clusters
  Score: Raw -428728.700726 + Penalty 2666.340603 = -426062.360123
  nChanged 130
		SP:Iteration 7Q (83776.670000 sec): 3 clusters
  Score: Raw -428830.630333 + Penalty 2666.340603 = -426164.289730
  nChanged 121
		SP:Iteration 8Q (83776.880000 sec): 3 clusters
  Score: Raw -428911.004427 + Penalty 2666.340603 = -426244.663823
  nChanged 114
		SP:Iteration 9Q (83777.080000 sec): 3 clusters
  Score: Raw -429011.811529 + Penalty 2666.340603 = -426345.470926
  nChanged 97
		SP:Iteration 10Q (83777.280000 sec): 3 clusters
  Score: Raw -429108.789946 + Penalty 2666.340603 = -426442.449343
  nChanged 102
		SP:Iteration 11Q (83777.440000 sec): 3 clusters
  Score: Raw -429202.941076 + Penalty 2666.340603 = -426536.600473
  nChanged 108
		SP:Iteration 12Q (83777.640000 sec): 3 clusters
  Score: Raw -429282.622016 + Penalty 2666.340603 = -426616.281413
  nChanged 81
		SP:Iteration 13Q (83777.810000 sec): 3 clusters
  Score: Raw -429332.504268 + Penalty 2666.340603 = -426666.163664
  nChanged 54
		SP:Iteration 14Q (83777.990000 sec): 3 clusters
  Score: Raw -429372.589218 + Penalty 2666.340603 = -426706.248615
  nChanged 54
		SP:Iteration 15Q (83778.170000 sec): 3 clusters
  Score: Raw -429411.992242 + Penalty 2666.340603 = -426745.651638
  nChanged 45
		SP:Iteration 16Q (83778.370000 sec): 3 clusters
  Score: Raw -429438.735478 + Penalty 2666.340603 = -426772.394875
  nChanged 34
		SP:Iteration 17Q (83778.530000 sec): 3 clusters
  Score: Raw -429456.508684 + Penalty 2666.340603 = -426790.168081
  nChanged 28
		SP:Iteration 18Q (83778.750000 sec): 3 clusters
  Score: Raw -429470.754877 + Penalty 2666.340603 = -426804.414274
  nChanged 20
		SP:Iteration 19Q (83778.930000 sec): 3 clusters
  Score: Raw -429480.148663 + Penalty 2666.340603 = -426813.808060
  nChanged 19
		SP:Iteration 20F (83779.090000 sec): 3 clusters
  Score: Raw -429487.338184 + Penalty 2666.340603 = -426820.997581
  nChanged 14
		SP:Iteration 21Q (83779.270000 sec): 3 clusters
  Score: Raw -429492.272871 + Penalty 2666.340603 = -426825.932268
  nChanged 9
		SP:Iteration 22Q (83779.460000 sec): 3 clusters
  Score: Raw -429496.436475 + Penalty 2666.340603 = -426830.095872
  nChanged 12
		SP:Iteration 23Q (83779.630000 sec): 3 clusters
  Score: Raw -429499.324630 + Penalty 2666.340603 = -426832.984027
  nChanged 4
		SP:Iteration 24Q (83779.800000 sec): 3 clusters
  Score: Raw -429500.458925 + Penalty 2666.340603 = -426834.118322
  nChanged 3
		SP:Iteration 25Q (83779.970000 sec): 3 clusters
  Score: Raw -429501.180682 + Penalty 2666.340603 = -426834.840078
  nChanged 1
		SP:Iteration 26Q (83780.150000 sec): 3 clusters
  Score: Raw -429501.344581 + Penalty 2666.340603 = -426835.003978
  nChanged 2
		SP:Iteration 27Q (83780.360000 sec): 3 clusters
  Score: Raw -429501.638522 + Penalty 2666.340603 = -426835.297919
  nChanged 1
		SP:Iteration 28Q (83780.500000 sec): 3 clusters
  Score: Raw -429502.141574 + Penalty 2666.340603 = -426835.800971
  nChanged 2
		SP:Iteration 29Q (83780.660000 sec): 3 clusters
  Score: Raw -429502.667666 + Penalty 2666.340603 = -426836.327063
  nChanged 1
		SP:Iteration 30Q (83780.870000 sec): 3 clusters
  Score: Raw -429503.474885 + Penalty 2666.340603 = -426837.134282
  nChanged 2
		SP:Iteration 31Q (83781.030000 sec): 3 clusters
  Score: Raw -429503.923713 + Penalty 2666.340603 = -426837.583110
  nChanged 1
		SP:Iteration 32Q (83781.190000 sec): 3 clusters
  Score: Raw -429503.976309 + Penalty 2666.340603 = -426837.635706
  nChanged 0
		SP:Iteration 33F (83781.400000 sec): 3 clusters
  Score: Raw -429503.976309 + Penalty 2666.340603 = -426837.635706
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 81 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83781.470000 sec): 2 clusters
  Score: Raw -337440.482847 + Penalty 1294.401156 = -336146.081691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83781.660000 sec): 3 clusters
  Score: Raw -336104.866584 + Penalty 2588.802311 = -333516.064272
  nChanged 1112
		SP:Iteration 1F (83781.840000 sec): 3 clusters
  Score: Raw -336800.884509 + Penalty 2588.802311 = -334212.082197
  nChanged 244
		SP:Iteration 2F (83782.030000 sec): 3 clusters
  Score: Raw -336998.612508 + Penalty 2588.802311 = -334409.810197
  nChanged 172
		SP:Iteration 3F (83782.220000 sec): 3 clusters
  Score: Raw -337134.104047 + Penalty 2588.802311 = -334545.301736
  nChanged 140
		SP:Iteration 4Q (83782.400000 sec): 3 clusters
  Score: Raw -337233.565629 + Penalty 2588.802311 = -334644.763318
  nChanged 94
		SP:Iteration 5Q (83782.530000 sec): 3 clusters
  Score: Raw -337301.939076 + Penalty 2588.802311 = -334713.136765
  nChanged 95
		SP:Iteration 6Q (83782.720000 sec): 3 clusters
  Score: Raw -337369.643391 + Penalty 2588.802311 = -334780.841080
  nChanged 78
		SP:Iteration 7Q (83782.890000 sec): 3 clusters
  Score: Raw -337426.681937 + Penalty 2588.802311 = -334837.879626
  nChanged 84
		SP:Iteration 8Q (83783.090000 sec): 3 clusters
  Score: Raw -337482.275724 + Penalty 2588.802311 = -334893.473413
  nChanged 63
		SP:Iteration 9Q (83783.300000 sec): 3 clusters
  Score: Raw -337523.771255 + Penalty 2588.802311 = -334934.968944
  nChanged 67
		SP:Iteration 10Q (83783.470000 sec): 3 clusters
  Score: Raw -337563.527637 + Penalty 2588.802311 = -334974.725326
  nChanged 48
		SP:Iteration 11Q (83783.650000 sec): 3 clusters
  Score: Raw -337595.423301 + Penalty 2588.802311 = -335006.620989
  nChanged 29
		SP:Iteration 12Q (83783.840000 sec): 3 clusters
  Score: Raw -337606.814125 + Penalty 2588.802311 = -335018.011814
  nChanged 21
		SP:Iteration 13Q (83784.020000 sec): 3 clusters
  Score: Raw -337614.296876 + Penalty 2588.802311 = -335025.494565
  nChanged 19
		SP:Iteration 14Q (83784.190000 sec): 3 clusters
  Score: Raw -337619.422990 + Penalty 2588.802311 = -335030.620679
  nChanged 6
		SP:Iteration 15Q (83784.370000 sec): 3 clusters
  Score: Raw -337621.969344 + Penalty 2588.802311 = -335033.167032
  nChanged 5
		SP:Iteration 16Q (83784.540000 sec): 3 clusters
  Score: Raw -337623.759949 + Penalty 2588.802311 = -335034.957637
  nChanged 4
		SP:Iteration 17Q (83784.710000 sec): 3 clusters
  Score: Raw -337626.978831 + Penalty 2588.802311 = -335038.176520
  nChanged 7
		SP:Iteration 18Q (83784.900000 sec): 3 clusters
  Score: Raw -337629.301723 + Penalty 2588.802311 = -335040.499412
  nChanged 6
		SP:Iteration 19Q (83785.070000 sec): 3 clusters
  Score: Raw -337631.810723 + Penalty 2588.802311 = -335043.008412
  nChanged 7
		SP:Iteration 20F (83785.230000 sec): 3 clusters
  Score: Raw -337633.121481 + Penalty 2588.802311 = -335044.319170
  nChanged 5
		SP:Iteration 21Q (83785.380000 sec): 3 clusters
  Score: Raw -337634.152618 + Penalty 2588.802311 = -335045.350307
  nChanged 5
		SP:Iteration 22Q (83785.600000 sec): 3 clusters
  Score: Raw -337635.803098 + Penalty 2588.802311 = -335047.000786
  nChanged 6
		SP:Iteration 23Q (83785.710000 sec): 3 clusters
  Score: Raw -337637.398965 + Penalty 2588.802311 = -335048.596654
  nChanged 7
		SP:Iteration 24Q (83785.900000 sec): 3 clusters
  Score: Raw -337639.388415 + Penalty 2588.802311 = -335050.586104
  nChanged 8
		SP:Iteration 25Q (83786.100000 sec): 3 clusters
  Score: Raw -337642.148656 + Penalty 2588.802311 = -335053.346345
  nChanged 6
		SP:Iteration 26Q (83786.290000 sec): 3 clusters
  Score: Raw -337644.888647 + Penalty 2588.802311 = -335056.086336
  nChanged 7
		SP:Iteration 27Q (83786.460000 sec): 3 clusters
  Score: Raw -337647.211041 + Penalty 2588.802311 = -335058.408730
  nChanged 9
		SP:Iteration 28Q (83786.610000 sec): 3 clusters
  Score: Raw -337650.883376 + Penalty 2588.802311 = -335062.081065
  nChanged 6
		SP:Iteration 29Q (83786.780000 sec): 3 clusters
  Score: Raw -337652.643515 + Penalty 2588.802311 = -335063.841204
  nChanged 7
		SP:Iteration 30Q (83786.990000 sec): 3 clusters
  Score: Raw -337654.942422 + Penalty 2588.802311 = -335066.140111
  nChanged 9
		SP:Iteration 31Q (83787.200000 sec): 3 clusters
  Score: Raw -337658.735228 + Penalty 2588.802311 = -335069.932916
  nChanged 11
		SP:Iteration 32Q (83787.400000 sec): 3 clusters
  Score: Raw -337662.756601 + Penalty 2588.802311 = -335073.954289
  nChanged 14
		SP:Iteration 33Q (83787.550000 sec): 3 clusters
  Score: Raw -337667.346705 + Penalty 2588.802311 = -335078.544394
  nChanged 14
		SP:Iteration 34Q (83787.770000 sec): 3 clusters
  Score: Raw -337673.374142 + Penalty 2588.802311 = -335084.571831
  nChanged 13
		SP:Iteration 35Q (83787.930000 sec): 3 clusters
  Score: Raw -337677.634287 + Penalty 2588.802311 = -335088.831976
  nChanged 9
		SP:Iteration 36Q (83788.130000 sec): 3 clusters
  Score: Raw -337680.382295 + Penalty 2588.802311 = -335091.579984
  nChanged 6
		SP:Iteration 37Q (83788.280000 sec): 3 clusters
  Score: Raw -337684.389141 + Penalty 2588.802311 = -335095.586829
  nChanged 11
		SP:Iteration 38Q (83788.500000 sec): 3 clusters
  Score: Raw -337687.694451 + Penalty 2588.802311 = -335098.892140
  nChanged 8
		SP:Iteration 39Q (83788.660000 sec): 3 clusters
  Score: Raw -337689.970892 + Penalty 2588.802311 = -335101.168581
  nChanged 8
		SP:Iteration 40F (83788.860000 sec): 3 clusters
  Score: Raw -337692.818565 + Penalty 2588.802311 = -335104.016254
  nChanged 8
		SP:Iteration 41Q (83789.050000 sec): 3 clusters
  Score: Raw -337695.606537 + Penalty 2588.802311 = -335106.804226
  nChanged 10
		SP:Iteration 42Q (83789.210000 sec): 3 clusters
  Score: Raw -337700.412791 + Penalty 2588.802311 = -335111.610479
  nChanged 16
		SP:Iteration 43Q (83789.430000 sec): 3 clusters
  Score: Raw -337708.284966 + Penalty 2588.802311 = -335119.482654
  nChanged 18
		SP:Iteration 44Q (83789.570000 sec): 3 clusters
  Score: Raw -337719.024680 + Penalty 2588.802311 = -335130.222368
  nChanged 19
		SP:Iteration 45Q (83789.790000 sec): 3 clusters
  Score: Raw -337725.940224 + Penalty 2588.802311 = -335137.137912
  nChanged 13
		SP:Iteration 46Q (83790.000000 sec): 3 clusters
  Score: Raw -337730.967036 + Penalty 2588.802311 = -335142.164725
  nChanged 18
		SP:Iteration 47Q (83790.130000 sec): 3 clusters
  Score: Raw -337737.294801 + Penalty 2588.802311 = -335148.492489
  nChanged 16
		SP:Iteration 48Q (83790.340000 sec): 3 clusters
  Score: Raw -337741.023574 + Penalty 2588.802311 = -335152.221263
  nChanged 10
		SP:Iteration 49Q (83790.480000 sec): 3 clusters
  Score: Raw -337743.130103 + Penalty 2588.802311 = -335154.327792
  nChanged 4
		SP:Iteration 50Q (83790.640000 sec): 3 clusters
  Score: Raw -337744.212211 + Penalty 2588.802311 = -335155.409899
  nChanged 5
		SP:Iteration 51Q (83790.820000 sec): 3 clusters
  Score: Raw -337746.167372 + Penalty 2588.802311 = -335157.365061
  nChanged 7
		SP:Iteration 52Q (83790.940000 sec): 3 clusters
  Score: Raw -337748.830742 + Penalty 2588.802311 = -335160.028431
  nChanged 11
		SP:Iteration 53Q (83791.100000 sec): 3 clusters
  Score: Raw -337752.508970 + Penalty 2588.802311 = -335163.706659
  nChanged 12
		SP:Iteration 54Q (83791.260000 sec): 3 clusters
  Score: Raw -337757.127572 + Penalty 2588.802311 = -335168.325261
  nChanged 17
		SP:Iteration 55Q (83791.450000 sec): 3 clusters
  Score: Raw -337762.357276 + Penalty 2588.802311 = -335173.554965
  nChanged 12
		SP:Iteration 56Q (83791.590000 sec): 3 clusters
  Score: Raw -337766.281279 + Penalty 2588.802311 = -335177.478967
  nChanged 9
		SP:Iteration 57Q (83791.770000 sec): 3 clusters
  Score: Raw -337769.239575 + Penalty 2588.802311 = -335180.437263
  nChanged 5
		SP:Iteration 58Q (83791.960000 sec): 3 clusters
  Score: Raw -337770.310436 + Penalty 2588.802311 = -335181.508124
  nChanged 8
		SP:Iteration 59Q (83792.090000 sec): 3 clusters
  Score: Raw -337772.126708 + Penalty 2588.802311 = -335183.324396
  nChanged 8
		SP:Iteration 60F (83792.270000 sec): 3 clusters
  Score: Raw -337775.265630 + Penalty 2588.802311 = -335186.463319
  nChanged 10
		SP:Iteration 61Q (83792.450000 sec): 3 clusters
  Score: Raw -337778.532171 + Penalty 2588.802311 = -335189.729860
  nChanged 13
		SP:Iteration 62Q (83792.640000 sec): 3 clusters
  Score: Raw -337785.148569 + Penalty 2588.802311 = -335196.346257
  nChanged 16
		SP:Iteration 63Q (83792.840000 sec): 3 clusters
  Score: Raw -337794.495615 + Penalty 2588.802311 = -335205.693303
  nChanged 25
		SP:Iteration 64Q (83792.990000 sec): 3 clusters
  Score: Raw -337806.855517 + Penalty 2588.802311 = -335218.053205
  nChanged 25
		SP:Iteration 65Q (83793.150000 sec): 3 clusters
  Score: Raw -337816.328268 + Penalty 2588.802311 = -335227.525957
  nChanged 23
		SP:Iteration 66Q (83793.320000 sec): 3 clusters
  Score: Raw -337825.565675 + Penalty 2588.802311 = -335236.763363
  nChanged 17
		SP:Iteration 67Q (83793.520000 sec): 3 clusters
  Score: Raw -337832.678224 + Penalty 2588.802311 = -335243.875913
  nChanged 14
		SP:Iteration 68Q (83793.690000 sec): 3 clusters
  Score: Raw -337837.634848 + Penalty 2588.802311 = -335248.832536
  nChanged 13
		SP:Iteration 69Q (83793.900000 sec): 3 clusters
  Score: Raw -337841.223948 + Penalty 2588.802311 = -335252.421636
  nChanged 9
		SP:Iteration 70Q (83794.050000 sec): 3 clusters
  Score: Raw -337844.110174 + Penalty 2588.802311 = -335255.307863
  nChanged 8
		SP:Iteration 71Q (83794.260000 sec): 3 clusters
  Score: Raw -337846.390514 + Penalty 2588.802311 = -335257.588203
  nChanged 6
		SP:Iteration 72Q (83794.440000 sec): 3 clusters
  Score: Raw -337848.872372 + Penalty 2588.802311 = -335260.070061
  nChanged 5
		SP:Iteration 73Q (83794.600000 sec): 3 clusters
  Score: Raw -337849.710394 + Penalty 2588.802311 = -335260.908082
  nChanged 2
		SP:Iteration 74Q (83794.790000 sec): 3 clusters
  Score: Raw -337850.234857 + Penalty 2588.802311 = -335261.432545
  nChanged 2
		SP:Iteration 75Q (83794.980000 sec): 3 clusters
  Score: Raw -337850.634286 + Penalty 2588.802311 = -335261.831974
  nChanged 2
		SP:Iteration 76Q (83795.170000 sec): 3 clusters
  Score: Raw -337851.197272 + Penalty 2588.802311 = -335262.394961
  nChanged 2
		SP:Iteration 77Q (83795.360000 sec): 3 clusters
  Score: Raw -337852.269231 + Penalty 2588.802311 = -335263.466919
  nChanged 3
		SP:Iteration 78Q (83795.540000 sec): 3 clusters
  Score: Raw -337853.830612 + Penalty 2588.802311 = -335265.028301
  nChanged 3
		SP:Iteration 79Q (83795.710000 sec): 3 clusters
  Score: Raw -337854.640525 + Penalty 2588.802311 = -335265.838214
  nChanged 4
		SP:Iteration 80F (83795.880000 sec): 3 clusters
  Score: Raw -337856.694923 + Penalty 2588.802311 = -335267.892612
  nChanged 4
		SP:Iteration 81Q (83796.080000 sec): 3 clusters
  Score: Raw -337857.428007 + Penalty 2588.802311 = -335268.625696
  nChanged 3
		SP:Iteration 82Q (83796.280000 sec): 3 clusters
  Score: Raw -337858.363797 + Penalty 2588.802311 = -335269.561486
  nChanged 4
		SP:Iteration 83Q (83796.470000 sec): 3 clusters
  Score: Raw -337859.201026 + Penalty 2588.802311 = -335270.398715
  nChanged 1
		SP:Iteration 84Q (83796.630000 sec): 3 clusters
  Score: Raw -337859.378455 + Penalty 2588.802311 = -335270.576144
  nChanged 0
		SP:Iteration 85F (83796.820000 sec): 3 clusters
  Score: Raw -337859.378455 + Penalty 2588.802311 = -335270.576144
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 82 (12185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83796.990000 sec): 2 clusters
  Score: Raw -1477964.715372 + Penalty 1528.793657 = -1476435.921715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83797.180000 sec): 3 clusters
  Score: Raw -1470991.389867 + Penalty 3057.587314 = -1467933.802553
  nChanged 5287
		SP:Iteration 1F (83797.420000 sec): 3 clusters
  Score: Raw -1474167.079556 + Penalty 3057.587314 = -1471109.492242
  nChanged 874
		SP:Iteration 2F (83797.660000 sec): 3 clusters
  Score: Raw -1474652.654325 + Penalty 3057.587314 = -1471595.067011
  nChanged 783
		SP:Iteration 3F (83797.890000 sec): 3 clusters
  Score: Raw -1475154.177603 + Penalty 3057.587314 = -1472096.590289
  nChanged 803
		SP:Iteration 4F (83798.120000 sec): 3 clusters
  Score: Raw -1475679.748342 + Penalty 3057.587314 = -1472622.161028
  nChanged 758
		SP:Iteration 5F (83798.360000 sec): 3 clusters
  Score: Raw -1476193.453887 + Penalty 3057.587314 = -1473135.866573
  nChanged 655
		SP:Iteration 6F (83798.550000 sec): 3 clusters
  Score: Raw -1476598.873539 + Penalty 3057.587314 = -1473541.286225
  nChanged 552
		SP:Iteration 7Q (83798.770000 sec): 3 clusters
  Score: Raw -1476901.894558 + Penalty 3057.587314 = -1473844.307244
  nChanged 395
		SP:Iteration 8Q (83798.980000 sec): 3 clusters
  Score: Raw -1477078.625952 + Penalty 3057.587314 = -1474021.038638
  nChanged 319
		SP:Iteration 9Q (83799.210000 sec): 3 clusters
  Score: Raw -1477220.465826 + Penalty 3057.587314 = -1474162.878512
  nChanged 238
		SP:Iteration 10Q (83799.440000 sec): 3 clusters
  Score: Raw -1477326.710355 + Penalty 3057.587314 = -1474269.123041
  nChanged 194
		SP:Iteration 11Q (83799.650000 sec): 3 clusters
  Score: Raw -1477416.056295 + Penalty 3057.587314 = -1474358.468981
  nChanged 199
		SP:Iteration 12Q (83799.820000 sec): 3 clusters
  Score: Raw -1477501.305487 + Penalty 3057.587314 = -1474443.718173
  nChanged 171
		SP:Iteration 13Q (83800.050000 sec): 3 clusters
  Score: Raw -1477582.617940 + Penalty 3057.587314 = -1474525.030626
  nChanged 150
		SP:Iteration 14Q (83800.270000 sec): 3 clusters
  Score: Raw -1477652.004057 + Penalty 3057.587314 = -1474594.416743
  nChanged 147
		SP:Iteration 15Q (83800.500000 sec): 3 clusters
  Score: Raw -1477721.225935 + Penalty 3057.587314 = -1474663.638621
  nChanged 142
		SP:Iteration 16Q (83800.740000 sec): 3 clusters
  Score: Raw -1477783.603270 + Penalty 3057.587314 = -1474726.015956
  nChanged 125
		SP:Iteration 17Q (83800.940000 sec): 3 clusters
  Score: Raw -1477840.409878 + Penalty 3057.587314 = -1474782.822564
  nChanged 106
		SP:Iteration 18Q (83801.220000 sec): 3 clusters
  Score: Raw -1477883.211475 + Penalty 3057.587314 = -1474825.624161
  nChanged 90
		SP:Iteration 19Q (83801.450000 sec): 3 clusters
  Score: Raw -1477919.123310 + Penalty 3057.587314 = -1474861.535996
  nChanged 70
		SP:Iteration 20F (83801.680000 sec): 3 clusters
  Score: Raw -1477943.936199 + Penalty 3057.587314 = -1474886.348885
  nChanged 52
		SP:Iteration 21Q (83801.890000 sec): 3 clusters
  Score: Raw -1477965.707234 + Penalty 3057.587314 = -1474908.119920
  nChanged 62
		SP:Iteration 22Q (83802.110000 sec): 3 clusters
  Score: Raw -1477991.783293 + Penalty 3057.587314 = -1474934.195979
  nChanged 57
		SP:Iteration 23Q (83802.330000 sec): 3 clusters
  Score: Raw -1478011.977809 + Penalty 3057.587314 = -1474954.390495
  nChanged 42
		SP:Iteration 24Q (83802.560000 sec): 3 clusters
  Score: Raw -1478027.839000 + Penalty 3057.587314 = -1474970.251686
  nChanged 52
		SP:Iteration 25Q (83802.820000 sec): 3 clusters
  Score: Raw -1478050.845197 + Penalty 3057.587314 = -1474993.257883
  nChanged 41
		SP:Iteration 26Q (83803.010000 sec): 3 clusters
  Score: Raw -1478069.114951 + Penalty 3057.587314 = -1475011.527637
  nChanged 34
		SP:Iteration 27Q (83803.250000 sec): 3 clusters
  Score: Raw -1478085.417250 + Penalty 3057.587314 = -1475027.829936
  nChanged 34
		SP:Iteration 28Q (83803.480000 sec): 3 clusters
  Score: Raw -1478095.914622 + Penalty 3057.587314 = -1475038.327308
  nChanged 14
		SP:Iteration 29Q (83803.730000 sec): 3 clusters
  Score: Raw -1478099.335739 + Penalty 3057.587314 = -1475041.748425
  nChanged 12
		SP:Iteration 30Q (83803.910000 sec): 3 clusters
  Score: Raw -1478102.663243 + Penalty 3057.587314 = -1475045.075929
  nChanged 6
		SP:Iteration 31Q (83804.170000 sec): 3 clusters
  Score: Raw -1478104.194610 + Penalty 3057.587314 = -1475046.607296
  nChanged 5
		SP:Iteration 32Q (83804.380000 sec): 3 clusters
  Score: Raw -1478105.346872 + Penalty 3057.587314 = -1475047.759558
  nChanged 4
		SP:Iteration 33Q (83804.590000 sec): 3 clusters
  Score: Raw -1478105.988803 + Penalty 3057.587314 = -1475048.401489
  nChanged 1
		SP:Iteration 34Q (83804.820000 sec): 3 clusters
  Score: Raw -1478106.597064 + Penalty 3057.587314 = -1475049.009750
  nChanged 6
		SP:Iteration 35Q (83805.070000 sec): 3 clusters
  Score: Raw -1478108.382001 + Penalty 3057.587314 = -1475050.794687
  nChanged 3
		SP:Iteration 36Q (83805.300000 sec): 3 clusters
  Score: Raw -1478109.231694 + Penalty 3057.587314 = -1475051.644380
  nChanged 5
		SP:Iteration 37Q (83805.550000 sec): 3 clusters
  Score: Raw -1478110.653629 + Penalty 3057.587314 = -1475053.066315
  nChanged 3
		SP:Iteration 38Q (83805.760000 sec): 3 clusters
  Score: Raw -1478111.565870 + Penalty 3057.587314 = -1475053.978556
  nChanged 4
		SP:Iteration 39Q (83806.010000 sec): 3 clusters
  Score: Raw -1478112.572808 + Penalty 3057.587314 = -1475054.985494
  nChanged 6
		SP:Iteration 40F (83806.210000 sec): 3 clusters
  Score: Raw -1478114.209594 + Penalty 3057.587314 = -1475056.622280
  nChanged 6
		SP:Iteration 41Q (83806.450000 sec): 3 clusters
  Score: Raw -1478115.853848 + Penalty 3057.587314 = -1475058.266534
  nChanged 7
		SP:Iteration 42Q (83806.670000 sec): 3 clusters
  Score: Raw -1478118.898725 + Penalty 3057.587314 = -1475061.311411
  nChanged 9
		SP:Iteration 43Q (83806.910000 sec): 3 clusters
  Score: Raw -1478122.301524 + Penalty 3057.587314 = -1475064.714210
  nChanged 6
		SP:Iteration 44Q (83807.130000 sec): 3 clusters
  Score: Raw -1478124.021610 + Penalty 3057.587314 = -1475066.434296
  nChanged 6
		SP:Iteration 45Q (83807.340000 sec): 3 clusters
  Score: Raw -1478124.967946 + Penalty 3057.587314 = -1475067.380632
  nChanged 4
		SP:Iteration 46Q (83807.600000 sec): 3 clusters
  Score: Raw -1478126.717314 + Penalty 3057.587314 = -1475069.130000
  nChanged 7
		SP:Iteration 47Q (83807.810000 sec): 3 clusters
  Score: Raw -1478128.841696 + Penalty 3057.587314 = -1475071.254382
  nChanged 4
		SP:Iteration 48Q (83808.040000 sec): 3 clusters
  Score: Raw -1478130.198756 + Penalty 3057.587314 = -1475072.611442
  nChanged 5
		SP:Iteration 49Q (83808.250000 sec): 3 clusters
  Score: Raw -1478131.395750 + Penalty 3057.587314 = -1475073.808436
  nChanged 5
		SP:Iteration 50Q (83808.470000 sec): 3 clusters
  Score: Raw -1478134.017505 + Penalty 3057.587314 = -1475076.430191
  nChanged 5
		SP:Iteration 51Q (83808.690000 sec): 3 clusters
  Score: Raw -1478135.440433 + Penalty 3057.587314 = -1475077.853119
  nChanged 3
		SP:Iteration 52Q (83808.900000 sec): 3 clusters
  Score: Raw -1478136.130057 + Penalty 3057.587314 = -1475078.542743
  nChanged 3
		SP:Iteration 53Q (83809.120000 sec): 3 clusters
  Score: Raw -1478136.802228 + Penalty 3057.587314 = -1475079.214914
  nChanged 4
		SP:Iteration 54Q (83809.350000 sec): 3 clusters
  Score: Raw -1478137.990815 + Penalty 3057.587314 = -1475080.403501
  nChanged 3
		SP:Iteration 55Q (83809.570000 sec): 3 clusters
  Score: Raw -1478138.813467 + Penalty 3057.587314 = -1475081.226153
  nChanged 3
		SP:Iteration 56Q (83809.810000 sec): 3 clusters
  Score: Raw -1478139.745498 + Penalty 3057.587314 = -1475082.158184
  nChanged 4
		SP:Iteration 57Q (83810.050000 sec): 3 clusters
  Score: Raw -1478140.896958 + Penalty 3057.587314 = -1475083.309644
  nChanged 4
		SP:Iteration 58Q (83810.270000 sec): 3 clusters
  Score: Raw -1478141.900022 + Penalty 3057.587314 = -1475084.312708
  nChanged 3
		SP:Iteration 59Q (83810.530000 sec): 3 clusters
  Score: Raw -1478142.509793 + Penalty 3057.587314 = -1475084.922479
  nChanged 2
		SP:Iteration 60F (83810.770000 sec): 3 clusters
  Score: Raw -1478143.408214 + Penalty 3057.587314 = -1475085.820900
  nChanged 4
		SP:Iteration 61Q (83810.970000 sec): 3 clusters
  Score: Raw -1478144.509911 + Penalty 3057.587314 = -1475086.922597
  nChanged 3
		SP:Iteration 62Q (83811.240000 sec): 3 clusters
  Score: Raw -1478145.312309 + Penalty 3057.587314 = -1475087.724995
  nChanged 5
		SP:Iteration 63Q (83811.470000 sec): 3 clusters
  Score: Raw -1478146.713231 + Penalty 3057.587314 = -1475089.125917
  nChanged 4
		SP:Iteration 64Q (83811.680000 sec): 3 clusters
  Score: Raw -1478147.442766 + Penalty 3057.587314 = -1475089.855452
  nChanged 2
		SP:Iteration 65Q (83811.940000 sec): 3 clusters
  Score: Raw -1478147.904414 + Penalty 3057.587314 = -1475090.317100
  nChanged 2
		SP:Iteration 66Q (83812.150000 sec): 3 clusters
  Score: Raw -1478148.334053 + Penalty 3057.587314 = -1475090.746739
  nChanged 1
		SP:Iteration 67Q (83812.410000 sec): 3 clusters
  Score: Raw -1478148.817457 + Penalty 3057.587314 = -1475091.230143
  nChanged 1
		SP:Iteration 68Q (83812.660000 sec): 3 clusters
  Score: Raw -1478148.898650 + Penalty 3057.587314 = -1475091.311336
  nChanged 0
		SP:Iteration 69F (83812.850000 sec): 3 clusters
  Score: Raw -1478148.898650 + Penalty 3057.587314 = -1475091.311336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 83 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83812.950000 sec): 2 clusters
  Score: Raw -220644.292323 + Penalty 1235.146650 = -219409.145673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83813.180000 sec): 3 clusters
  Score: Raw -219793.648415 + Penalty 2470.293299 = -217323.355115
  nChanged 737
		SP:Iteration 1F (83813.320000 sec): 3 clusters
  Score: Raw -220338.060459 + Penalty 2470.293299 = -217867.767160
  nChanged 198
		SP:Iteration 2F (83813.510000 sec): 3 clusters
  Score: Raw -220540.368420 + Penalty 2470.293299 = -218070.075121
  nChanged 152
		SP:Iteration 3F (83813.680000 sec): 3 clusters
  Score: Raw -220745.215192 + Penalty 2470.293299 = -218274.921893
  nChanged 119
		SP:Iteration 4F (83813.810000 sec): 3 clusters
  Score: Raw -220894.838954 + Penalty 2470.293299 = -218424.545655
  nChanged 88
		SP:Iteration 5Q (83814.000000 sec): 3 clusters
  Score: Raw -220992.308685 + Penalty 2470.293299 = -218522.015386
  nChanged 67
		SP:Iteration 6Q (83814.160000 sec): 3 clusters
  Score: Raw -221059.903831 + Penalty 2470.293299 = -218589.610532
  nChanged 55
		SP:Iteration 7Q (83814.340000 sec): 3 clusters
  Score: Raw -221123.283786 + Penalty 2470.293299 = -218652.990487
  nChanged 59
		SP:Iteration 8Q (83814.500000 sec): 3 clusters
  Score: Raw -221181.104064 + Penalty 2470.293299 = -218710.810764
  nChanged 48
		SP:Iteration 9Q (83814.700000 sec): 3 clusters
  Score: Raw -221232.029129 + Penalty 2470.293299 = -218761.735830
  nChanged 46
		SP:Iteration 10Q (83814.860000 sec): 3 clusters
  Score: Raw -221282.090791 + Penalty 2470.293299 = -218811.797492
  nChanged 39
		SP:Iteration 11Q (83815.060000 sec): 3 clusters
  Score: Raw -221326.712419 + Penalty 2470.293299 = -218856.419120
  nChanged 38
		SP:Iteration 12Q (83815.240000 sec): 3 clusters
  Score: Raw -221366.539272 + Penalty 2470.293299 = -218896.245972
  nChanged 37
		SP:Iteration 13Q (83815.390000 sec): 3 clusters
  Score: Raw -221410.165582 + Penalty 2470.293299 = -218939.872283
  nChanged 38
		SP:Iteration 14Q (83815.540000 sec): 3 clusters
  Score: Raw -221465.868880 + Penalty 2470.293299 = -218995.575580
  nChanged 50
		SP:Iteration 15Q (83815.730000 sec): 3 clusters
  Score: Raw -221531.281155 + Penalty 2470.293299 = -219060.987856
  nChanged 45
		SP:Iteration 16Q (83815.870000 sec): 3 clusters
  Score: Raw -221584.960175 + Penalty 2470.293299 = -219114.666875
  nChanged 37
		SP:Iteration 17Q (83816.020000 sec): 3 clusters
  Score: Raw -221627.559308 + Penalty 2470.293299 = -219157.266009
  nChanged 28
		SP:Iteration 18Q (83816.180000 sec): 3 clusters
  Score: Raw -221651.776720 + Penalty 2470.293299 = -219181.483421
  nChanged 20
		SP:Iteration 19Q (83816.330000 sec): 3 clusters
  Score: Raw -221668.138662 + Penalty 2470.293299 = -219197.845363
  nChanged 17
		SP:Iteration 20F (83816.520000 sec): 3 clusters
  Score: Raw -221690.456178 + Penalty 2470.293299 = -219220.162879
  nChanged 10
		SP:Iteration 21Q (83816.620000 sec): 3 clusters
  Score: Raw -221706.071152 + Penalty 2470.293299 = -219235.777852
  nChanged 20
		SP:Iteration 22Q (83816.770000 sec): 3 clusters
  Score: Raw -221725.184172 + Penalty 2470.293299 = -219254.890873
  nChanged 16
		SP:Iteration 23Q (83816.910000 sec): 3 clusters
  Score: Raw -221738.435017 + Penalty 2470.293299 = -219268.141717
  nChanged 13
		SP:Iteration 24Q (83817.080000 sec): 3 clusters
  Score: Raw -221747.933708 + Penalty 2470.293299 = -219277.640408
  nChanged 11
		SP:Iteration 25Q (83817.280000 sec): 3 clusters
  Score: Raw -221754.934979 + Penalty 2470.293299 = -219284.641680
  nChanged 3
		SP:Iteration 26Q (83817.460000 sec): 3 clusters
  Score: Raw -221756.415390 + Penalty 2470.293299 = -219286.122090
  nChanged 1
		SP:Iteration 27Q (83817.630000 sec): 3 clusters
  Score: Raw -221757.165182 + Penalty 2470.293299 = -219286.871883
  nChanged 3
		SP:Iteration 28Q (83817.810000 sec): 3 clusters
  Score: Raw -221757.966671 + Penalty 2470.293299 = -219287.673372
  nChanged 0
		SP:Iteration 29F (83817.980000 sec): 3 clusters
  Score: Raw -221757.966671 + Penalty 2470.293299 = -219287.673372
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 84 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83818.080000 sec): 2 clusters
  Score: Raw -10329.248926 + Penalty 856.026951 = -9473.221975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83818.230000 sec): 3 clusters
  Score: Raw -10561.018521 + Penalty 1712.053902 = -8848.964619
  nChanged 43
		SP:Iteration 1F (83818.400000 sec): 3 clusters
  Score: Raw -10745.697147 + Penalty 1712.053902 = -9033.643245
  nChanged 10
		SP:Iteration 2F (83818.600000 sec): 3 clusters
  Score: Raw -10806.425657 + Penalty 1712.053902 = -9094.371755
  nChanged 6
		SP:Iteration 3Q (83818.760000 sec): 3 clusters
  Score: Raw -10823.324365 + Penalty 1712.053902 = -9111.270463
  nChanged 3
		SP:Iteration 4Q (83818.920000 sec): 3 clusters
  Score: Raw -10840.361250 + Penalty 1712.053902 = -9128.307349
  nChanged 3
		SP:Iteration 5Q (83819.080000 sec): 3 clusters
  Score: Raw -10864.073213 + Penalty 1712.053902 = -9152.019311
  nChanged 1
		SP:Iteration 6Q (83819.260000 sec): 3 clusters
  Score: Raw -10871.988012 + Penalty 1712.053902 = -9159.934110
  nChanged 3
		SP:Iteration 7Q (83819.480000 sec): 3 clusters
  Score: Raw -10919.346050 + Penalty 1712.053902 = -9207.292149
  nChanged 0
		SP:Iteration 8F (83819.640000 sec): 3 clusters
  Score: Raw -10919.346050 + Penalty 1712.053902 = -9207.292149
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 85 (452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83819.730000 sec): 2 clusters
  Score: Raw -44640.898331 + Penalty 993.473354 = -43647.424977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83819.910000 sec): 3 clusters
  Score: Raw -44618.131082 + Penalty 1986.946708 = -42631.184373
  nChanged 111
		SP:Iteration 1F (83820.110000 sec): 3 clusters
  Score: Raw -44861.932234 + Penalty 1986.946708 = -42874.985525
  nChanged 39
		SP:Iteration 2F (83820.280000 sec): 3 clusters
  Score: Raw -44977.002386 + Penalty 1986.946708 = -42990.055678
  nChanged 21
		SP:Iteration 3Q (83820.430000 sec): 3 clusters
  Score: Raw -45022.032798 + Penalty 1986.946708 = -43035.086090
  nChanged 11
		SP:Iteration 4Q (83820.620000 sec): 3 clusters
  Score: Raw -45043.940036 + Penalty 1986.946708 = -43056.993327
  nChanged 8
		SP:Iteration 5Q (83820.800000 sec): 3 clusters
  Score: Raw -45068.805469 + Penalty 1986.946708 = -43081.858760
  nChanged 8
		SP:Iteration 6Q (83820.960000 sec): 3 clusters
  Score: Raw -45098.434919 + Penalty 1986.946708 = -43111.488211
  nChanged 9
		SP:Iteration 7Q (83821.150000 sec): 3 clusters
  Score: Raw -45143.139034 + Penalty 1986.946708 = -43156.192325
  nChanged 10
		SP:Iteration 8Q (83821.340000 sec): 3 clusters
  Score: Raw -45188.788569 + Penalty 1986.946708 = -43201.841860
  nChanged 9
		SP:Iteration 9Q (83821.510000 sec): 3 clusters
  Score: Raw -45220.206997 + Penalty 1986.946708 = -43233.260289
  nChanged 7
		SP:Iteration 10Q (83821.670000 sec): 3 clusters
  Score: Raw -45232.230753 + Penalty 1986.946708 = -43245.284045
  nChanged 4
		SP:Iteration 11Q (83821.860000 sec): 3 clusters
  Score: Raw -45241.886589 + Penalty 1986.946708 = -43254.939881
  nChanged 2
		SP:Iteration 12Q (83822.040000 sec): 3 clusters
  Score: Raw -45246.777907 + Penalty 1986.946708 = -43259.831199
  nChanged 2
		SP:Iteration 13Q (83822.220000 sec): 3 clusters
  Score: Raw -45251.033762 + Penalty 1986.946708 = -43264.087054
  nChanged 1
		SP:Iteration 14Q (83822.400000 sec): 3 clusters
  Score: Raw -45252.515465 + Penalty 1986.946708 = -43265.568757
  nChanged 1
		SP:Iteration 15Q (83822.570000 sec): 3 clusters
  Score: Raw -45254.300979 + Penalty 1986.946708 = -43267.354271
  nChanged 1
		SP:Iteration 16Q (83822.720000 sec): 3 clusters
  Score: Raw -45256.558057 + Penalty 1986.946708 = -43269.611348
  nChanged 1
		SP:Iteration 17Q (83822.920000 sec): 3 clusters
  Score: Raw -45258.275246 + Penalty 1986.946708 = -43271.328538
  nChanged 1
		SP:Iteration 18Q (83823.060000 sec): 3 clusters
  Score: Raw -45261.612313 + Penalty 1986.946708 = -43274.665604
  nChanged 2
		SP:Iteration 19Q (83823.240000 sec): 3 clusters
  Score: Raw -45266.623756 + Penalty 1986.946708 = -43279.677047
  nChanged 3
		SP:Iteration 20F (83823.410000 sec): 3 clusters
  Score: Raw -45270.572074 + Penalty 1986.946708 = -43283.625365
  nChanged 4
		SP:Iteration 21Q (83823.600000 sec): 3 clusters
  Score: Raw -45277.371457 + Penalty 1986.946708 = -43290.424749
  nChanged 2
		SP:Iteration 22Q (83823.760000 sec): 3 clusters
  Score: Raw -45280.728478 + Penalty 1986.946708 = -43293.781769
  nChanged 2
		SP:Iteration 23Q (83823.980000 sec): 3 clusters
  Score: Raw -45284.181523 + Penalty 1986.946708 = -43297.234815
  nChanged 0
		SP:Iteration 24F (83824.130000 sec): 3 clusters
  Score: Raw -45284.181523 + Penalty 1986.946708 = -43297.234815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 86 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83824.210000 sec): 2 clusters
  Score: Raw -17132.752314 + Penalty 843.855488 = -16288.896826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83824.400000 sec): 3 clusters
  Score: Raw -17326.112139 + Penalty 1687.710977 = -15638.401163
  nChanged 38
		SP:Iteration 1F (83824.580000 sec): 3 clusters
  Score: Raw -17432.383417 + Penalty 1687.710977 = -15744.672441
  nChanged 11
		SP:Iteration 2F (83824.740000 sec): 3 clusters
  Score: Raw -17471.346845 + Penalty 1687.710977 = -15783.635868
  nChanged 4
		SP:Iteration 3Q (83824.900000 sec): 3 clusters
  Score: Raw -17496.212688 + Penalty 1687.710977 = -15808.501712
  nChanged 4
		SP:Iteration 4Q (83825.080000 sec): 3 clusters
  Score: Raw -17506.768858 + Penalty 1687.710977 = -15819.057881
  nChanged 1
		SP:Iteration 5Q (83825.280000 sec): 3 clusters
  Score: Raw -17509.886698 + Penalty 1687.710977 = -15822.175721
  nChanged 0
		SP:Iteration 6F (83825.460000 sec): 3 clusters
  Score: Raw -17509.886698 + Penalty 1687.710977 = -15822.175721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 87 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83825.540000 sec): 2 clusters
  Score: Raw -335324.911512 + Penalty 1295.749711 = -334029.161801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83825.720000 sec): 3 clusters
  Score: Raw -333959.811794 + Penalty 2591.499422 = -331368.312371
  nChanged 1092
		SP:Iteration 1F (83825.940000 sec): 3 clusters
  Score: Raw -334659.208716 + Penalty 2591.499422 = -332067.709294
  nChanged 253
		SP:Iteration 2F (83826.080000 sec): 3 clusters
  Score: Raw -334915.854639 + Penalty 2591.499422 = -332324.355217
  nChanged 197
		SP:Iteration 3F (83826.320000 sec): 3 clusters
  Score: Raw -335120.437424 + Penalty 2591.499422 = -332528.938001
  nChanged 185
		SP:Iteration 4F (83826.460000 sec): 3 clusters
  Score: Raw -335329.944580 + Penalty 2591.499422 = -332738.445157
  nChanged 174
		SP:Iteration 5F (83826.650000 sec): 3 clusters
  Score: Raw -335544.395427 + Penalty 2591.499422 = -332952.896005
  nChanged 191
		SP:Iteration 6F (83826.800000 sec): 3 clusters
  Score: Raw -335777.701706 + Penalty 2591.499422 = -333186.202284
  nChanged 153
		SP:Iteration 7F (83827.000000 sec): 3 clusters
  Score: Raw -335959.466718 + Penalty 2591.499422 = -333367.967296
  nChanged 128
		SP:Iteration 8Q (83827.200000 sec): 3 clusters
  Score: Raw -336115.735093 + Penalty 2591.499422 = -333524.235671
  nChanged 106
		SP:Iteration 9Q (83827.380000 sec): 3 clusters
  Score: Raw -336235.305109 + Penalty 2591.499422 = -333643.805687
  nChanged 81
		SP:Iteration 10Q (83827.530000 sec): 3 clusters
  Score: Raw -336336.649281 + Penalty 2591.499422 = -333745.149858
  nChanged 65
		SP:Iteration 11Q (83827.730000 sec): 3 clusters
  Score: Raw -336408.936351 + Penalty 2591.499422 = -333817.436929
  nChanged 47
		SP:Iteration 12Q (83827.930000 sec): 3 clusters
  Score: Raw -336449.428449 + Penalty 2591.499422 = -333857.929026
  nChanged 27
		SP:Iteration 13Q (83828.080000 sec): 3 clusters
  Score: Raw -336473.422876 + Penalty 2591.499422 = -333881.923454
  nChanged 20
		SP:Iteration 14Q (83828.260000 sec): 3 clusters
  Score: Raw -336491.601777 + Penalty 2591.499422 = -333900.102355
  nChanged 19
		SP:Iteration 15Q (83828.440000 sec): 3 clusters
  Score: Raw -336507.412746 + Penalty 2591.499422 = -333915.913324
  nChanged 23
		SP:Iteration 16Q (83828.610000 sec): 3 clusters
  Score: Raw -336525.874432 + Penalty 2591.499422 = -333934.375010
  nChanged 21
		SP:Iteration 17Q (83828.820000 sec): 3 clusters
  Score: Raw -336550.634832 + Penalty 2591.499422 = -333959.135410
  nChanged 26
		SP:Iteration 18Q (83829.010000 sec): 3 clusters
  Score: Raw -336576.828703 + Penalty 2591.499422 = -333985.329281
  nChanged 23
		SP:Iteration 19Q (83829.210000 sec): 3 clusters
  Score: Raw -336603.884425 + Penalty 2591.499422 = -334012.385003
  nChanged 31
		SP:Iteration 20F (83829.360000 sec): 3 clusters
  Score: Raw -336662.345654 + Penalty 2591.499422 = -334070.846232
  nChanged 47
		SP:Iteration 21Q (83829.520000 sec): 3 clusters
  Score: Raw -336766.828495 + Penalty 2591.499422 = -334175.329073
  nChanged 43
		SP:Iteration 22Q (83829.700000 sec): 3 clusters
  Score: Raw -336812.464708 + Penalty 2591.499422 = -334220.965286
  nChanged 21
		SP:Iteration 23Q (83829.880000 sec): 3 clusters
  Score: Raw -336828.416245 + Penalty 2591.499422 = -334236.916823
  nChanged 13
		SP:Iteration 24Q (83830.070000 sec): 3 clusters
  Score: Raw -336833.374712 + Penalty 2591.499422 = -334241.875290
  nChanged 4
		SP:Iteration 25Q (83830.240000 sec): 3 clusters
  Score: Raw -336835.724472 + Penalty 2591.499422 = -334244.225050
  nChanged 6
		SP:Iteration 26Q (83830.440000 sec): 3 clusters
  Score: Raw -336839.215807 + Penalty 2591.499422 = -334247.716385
  nChanged 10
		SP:Iteration 27Q (83830.620000 sec): 3 clusters
  Score: Raw -336845.583578 + Penalty 2591.499422 = -334254.084156
  nChanged 10
		SP:Iteration 28Q (83830.800000 sec): 3 clusters
  Score: Raw -336851.341723 + Penalty 2591.499422 = -334259.842301
  nChanged 6
		SP:Iteration 29Q (83830.970000 sec): 3 clusters
  Score: Raw -336853.930024 + Penalty 2591.499422 = -334262.430602
  nChanged 6
		SP:Iteration 30Q (83831.150000 sec): 3 clusters
  Score: Raw -336859.547655 + Penalty 2591.499422 = -334268.048233
  nChanged 8
		SP:Iteration 31Q (83831.320000 sec): 3 clusters
  Score: Raw -336863.314676 + Penalty 2591.499422 = -334271.815254
  nChanged 7
		SP:Iteration 32Q (83831.500000 sec): 3 clusters
  Score: Raw -336865.524363 + Penalty 2591.499422 = -334274.024941
  nChanged 5
		SP:Iteration 33Q (83831.710000 sec): 3 clusters
  Score: Raw -336867.356791 + Penalty 2591.499422 = -334275.857368
  nChanged 2
		SP:Iteration 34Q (83831.810000 sec): 3 clusters
  Score: Raw -336868.771736 + Penalty 2591.499422 = -334277.272314
  nChanged 2
		SP:Iteration 35Q (83832.010000 sec): 3 clusters
  Score: Raw -336869.731096 + Penalty 2591.499422 = -334278.231674
  nChanged 1
		SP:Iteration 36Q (83832.150000 sec): 3 clusters
  Score: Raw -336870.996867 + Penalty 2591.499422 = -334279.497444
  nChanged 2
		SP:Iteration 37Q (83832.340000 sec): 3 clusters
  Score: Raw -336871.617616 + Penalty 2591.499422 = -334280.118194
  nChanged 2
		SP:Iteration 38Q (83832.530000 sec): 3 clusters
  Score: Raw -336872.118948 + Penalty 2591.499422 = -334280.619526
  nChanged 2
		SP:Iteration 39Q (83832.660000 sec): 3 clusters
  Score: Raw -336872.883550 + Penalty 2591.499422 = -334281.384128
  nChanged 0
		SP:Iteration 40F (83832.880000 sec): 3 clusters
  Score: Raw -336872.883550 + Penalty 2591.499422 = -334281.384128
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 88 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83832.970000 sec): 2 clusters
  Score: Raw -157927.135686 + Penalty 1173.548322 = -156753.587365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83833.150000 sec): 3 clusters
  Score: Raw -157379.191542 + Penalty 2347.096643 = -155032.094898
  nChanged 451
		SP:Iteration 1F (83833.310000 sec): 3 clusters
  Score: Raw -157708.454734 + Penalty 2347.096643 = -155361.358091
  nChanged 110
		SP:Iteration 2F (83833.520000 sec): 3 clusters
  Score: Raw -157814.830448 + Penalty 2347.096643 = -155467.733804
  nChanged 76
		SP:Iteration 3F (83833.650000 sec): 3 clusters
  Score: Raw -157911.778665 + Penalty 2347.096643 = -155564.682022
  nChanged 77
		SP:Iteration 4F (83833.830000 sec): 3 clusters
  Score: Raw -158006.992346 + Penalty 2347.096643 = -155659.895703
  nChanged 75
		SP:Iteration 5F (83833.970000 sec): 3 clusters
  Score: Raw -158114.164833 + Penalty 2347.096643 = -155767.068190
  nChanged 66
		SP:Iteration 6Q (83834.140000 sec): 3 clusters
  Score: Raw -158206.011463 + Penalty 2347.096643 = -155858.914819
  nChanged 55
		SP:Iteration 7Q (83834.310000 sec): 3 clusters
  Score: Raw -158267.080000 + Penalty 2347.096643 = -155919.983357
  nChanged 40
		SP:Iteration 8Q (83834.490000 sec): 3 clusters
  Score: Raw -158312.071113 + Penalty 2347.096643 = -155964.974470
  nChanged 35
		SP:Iteration 9Q (83834.670000 sec): 3 clusters
  Score: Raw -158346.374415 + Penalty 2347.096643 = -155999.277772
  nChanged 26
		SP:Iteration 10Q (83834.840000 sec): 3 clusters
  Score: Raw -158366.562326 + Penalty 2347.096643 = -156019.465682
  nChanged 13
		SP:Iteration 11Q (83835.000000 sec): 3 clusters
  Score: Raw -158376.010292 + Penalty 2347.096643 = -156028.913649
  nChanged 7
		SP:Iteration 12Q (83835.190000 sec): 3 clusters
  Score: Raw -158381.077836 + Penalty 2347.096643 = -156033.981193
  nChanged 9
		SP:Iteration 13Q (83835.350000 sec): 3 clusters
  Score: Raw -158386.925592 + Penalty 2347.096643 = -156039.828949
  nChanged 5
		SP:Iteration 14Q (83835.510000 sec): 3 clusters
  Score: Raw -158390.574519 + Penalty 2347.096643 = -156043.477876
  nChanged 3
		SP:Iteration 15Q (83835.680000 sec): 3 clusters
  Score: Raw -158392.246458 + Penalty 2347.096643 = -156045.149815
  nChanged 6
		SP:Iteration 16Q (83835.870000 sec): 3 clusters
  Score: Raw -158398.179247 + Penalty 2347.096643 = -156051.082604
  nChanged 7
		SP:Iteration 17Q (83836.000000 sec): 3 clusters
  Score: Raw -158406.285055 + Penalty 2347.096643 = -156059.188412
  nChanged 5
		SP:Iteration 18Q (83836.190000 sec): 3 clusters
  Score: Raw -158409.665834 + Penalty 2347.096643 = -156062.569191
  nChanged 2
		SP:Iteration 19Q (83836.370000 sec): 3 clusters
  Score: Raw -158410.627226 + Penalty 2347.096643 = -156063.530583
  nChanged 0
		SP:Iteration 20F (83836.540000 sec): 3 clusters
  Score: Raw -158410.627226 + Penalty 2347.096643 = -156063.530583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 89 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83836.590000 sec): 2 clusters
  Score: Raw -51719.784665 + Penalty 994.548331 = -50725.236334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83836.770000 sec): 3 clusters
  Score: Raw -51682.552204 + Penalty 1989.096661 = -49693.455543
  nChanged 97
		SP:Iteration 1F (83836.960000 sec): 3 clusters
  Score: Raw -51859.329082 + Penalty 1989.096661 = -49870.232421
  nChanged 21
		SP:Iteration 2Q (83837.140000 sec): 3 clusters
  Score: Raw -51900.396634 + Penalty 1989.096661 = -49911.299973
  nChanged 6
		SP:Iteration 3Q (83837.330000 sec): 3 clusters
  Score: Raw -51908.536046 + Penalty 1989.096661 = -49919.439385
  nChanged 3
		SP:Iteration 4Q (83837.550000 sec): 3 clusters
  Score: Raw -51913.638620 + Penalty 1989.096661 = -49924.541959
  nChanged 4
		SP:Iteration 5Q (83837.690000 sec): 3 clusters
  Score: Raw -51918.404207 + Penalty 1989.096661 = -49929.307545
  nChanged 4
		SP:Iteration 6Q (83837.920000 sec): 3 clusters
  Score: Raw -51922.885008 + Penalty 1989.096661 = -49933.788347
  nChanged 1
		SP:Iteration 7Q (83838.090000 sec): 3 clusters
  Score: Raw -51923.727259 + Penalty 1989.096661 = -49934.630598
  nChanged 0
		SP:Iteration 8F (83838.240000 sec): 3 clusters
  Score: Raw -51923.727259 + Penalty 1989.096661 = -49934.630598
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 90 (4497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83838.340000 sec): 2 clusters
  Score: Raw -546976.352065 + Penalty 1366.814440 = -545609.537625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83838.520000 sec): 3 clusters
  Score: Raw -544675.842611 + Penalty 2733.628881 = -541942.213730
  nChanged 1800
		SP:Iteration 1F (83838.730000 sec): 3 clusters
  Score: Raw -545744.754291 + Penalty 2733.628881 = -543011.125410
  nChanged 306
		SP:Iteration 2F (83838.970000 sec): 3 clusters
  Score: Raw -545906.059134 + Penalty 2733.628881 = -543172.430253
  nChanged 217
		SP:Iteration 3Q (83839.150000 sec): 3 clusters
  Score: Raw -546023.276561 + Penalty 2733.628881 = -543289.647681
  nChanged 205
		SP:Iteration 4Q (83839.310000 sec): 3 clusters
  Score: Raw -546140.988629 + Penalty 2733.628881 = -543407.359749
  nChanged 178
		SP:Iteration 5Q (83839.480000 sec): 3 clusters
  Score: Raw -546255.854849 + Penalty 2733.628881 = -543522.225969
  nChanged 182
		SP:Iteration 6Q (83839.690000 sec): 3 clusters
  Score: Raw -546367.555387 + Penalty 2733.628881 = -543633.926506
  nChanged 163
		SP:Iteration 7Q (83839.870000 sec): 3 clusters
  Score: Raw -546462.541001 + Penalty 2733.628881 = -543728.912120
  nChanged 148
		SP:Iteration 8Q (83840.010000 sec): 3 clusters
  Score: Raw -546541.219454 + Penalty 2733.628881 = -543807.590573
  nChanged 124
		SP:Iteration 9Q (83840.210000 sec): 3 clusters
  Score: Raw -546597.565727 + Penalty 2733.628881 = -543863.936847
  nChanged 111
		SP:Iteration 10Q (83840.400000 sec): 3 clusters
  Score: Raw -546648.373208 + Penalty 2733.628881 = -543914.744328
  nChanged 117
		SP:Iteration 11Q (83840.570000 sec): 3 clusters
  Score: Raw -546701.539176 + Penalty 2733.628881 = -543967.910295
  nChanged 98
		SP:Iteration 12Q (83840.800000 sec): 3 clusters
  Score: Raw -546741.557619 + Penalty 2733.628881 = -544007.928738
  nChanged 77
		SP:Iteration 13Q (83840.970000 sec): 3 clusters
  Score: Raw -546769.846816 + Penalty 2733.628881 = -544036.217935
  nChanged 66
		SP:Iteration 14Q (83841.200000 sec): 3 clusters
  Score: Raw -546798.508134 + Penalty 2733.628881 = -544064.879253
  nChanged 64
		SP:Iteration 15Q (83841.350000 sec): 3 clusters
  Score: Raw -546820.224442 + Penalty 2733.628881 = -544086.595561
  nChanged 44
		SP:Iteration 16Q (83841.550000 sec): 3 clusters
  Score: Raw -546835.747989 + Penalty 2733.628881 = -544102.119108
  nChanged 46
		SP:Iteration 17Q (83841.750000 sec): 3 clusters
  Score: Raw -546853.799651 + Penalty 2733.628881 = -544120.170770
  nChanged 47
		SP:Iteration 18Q (83841.930000 sec): 3 clusters
  Score: Raw -546874.076845 + Penalty 2733.628881 = -544140.447964
  nChanged 51
		SP:Iteration 19Q (83842.140000 sec): 3 clusters
  Score: Raw -546896.253073 + Penalty 2733.628881 = -544162.624192
  nChanged 45
		SP:Iteration 20F (83842.340000 sec): 3 clusters
  Score: Raw -546915.521418 + Penalty 2733.628881 = -544181.892537
  nChanged 49
		SP:Iteration 21Q (83842.530000 sec): 3 clusters
  Score: Raw -546931.815970 + Penalty 2733.628881 = -544198.187089
  nChanged 33
		SP:Iteration 22Q (83842.690000 sec): 3 clusters
  Score: Raw -546944.120886 + Penalty 2733.628881 = -544210.492005
  nChanged 22
		SP:Iteration 23Q (83842.890000 sec): 3 clusters
  Score: Raw -546949.956449 + Penalty 2733.628881 = -544216.327568
  nChanged 18
		SP:Iteration 24Q (83843.080000 sec): 3 clusters
  Score: Raw -546956.650823 + Penalty 2733.628881 = -544223.021943
  nChanged 20
		SP:Iteration 25Q (83843.310000 sec): 3 clusters
  Score: Raw -546963.979971 + Penalty 2733.628881 = -544230.351090
  nChanged 19
		SP:Iteration 26Q (83843.470000 sec): 3 clusters
  Score: Raw -546971.919564 + Penalty 2733.628881 = -544238.290683
  nChanged 23
		SP:Iteration 27Q (83843.640000 sec): 3 clusters
  Score: Raw -546981.108881 + Penalty 2733.628881 = -544247.480000
  nChanged 30
		SP:Iteration 28Q (83843.850000 sec): 3 clusters
  Score: Raw -546992.529989 + Penalty 2733.628881 = -544258.901109
  nChanged 23
		SP:Iteration 29Q (83844.010000 sec): 3 clusters
  Score: Raw -547000.046398 + Penalty 2733.628881 = -544266.417517
  nChanged 24
		SP:Iteration 30Q (83844.210000 sec): 3 clusters
  Score: Raw -547008.817110 + Penalty 2733.628881 = -544275.188230
  nChanged 24
		SP:Iteration 31Q (83844.390000 sec): 3 clusters
  Score: Raw -547019.376222 + Penalty 2733.628881 = -544285.747341
  nChanged 26
		SP:Iteration 32Q (83844.590000 sec): 3 clusters
  Score: Raw -547031.028617 + Penalty 2733.628881 = -544297.399736
  nChanged 21
		SP:Iteration 33Q (83844.770000 sec): 3 clusters
  Score: Raw -547038.794691 + Penalty 2733.628881 = -544305.165811
  nChanged 15
		SP:Iteration 34Q (83844.970000 sec): 3 clusters
  Score: Raw -547044.168874 + Penalty 2733.628881 = -544310.539993
  nChanged 11
		SP:Iteration 35Q (83845.170000 sec): 3 clusters
  Score: Raw -547048.274046 + Penalty 2733.628881 = -544314.645166
  nChanged 13
		SP:Iteration 36Q (83845.350000 sec): 3 clusters
  Score: Raw -547054.082138 + Penalty 2733.628881 = -544320.453258
  nChanged 13
		SP:Iteration 37Q (83845.540000 sec): 3 clusters
  Score: Raw -547060.179119 + Penalty 2733.628881 = -544326.550238
  nChanged 13
		SP:Iteration 38Q (83845.710000 sec): 3 clusters
  Score: Raw -547064.707772 + Penalty 2733.628881 = -544331.078892
  nChanged 9
		SP:Iteration 39Q (83845.910000 sec): 3 clusters
  Score: Raw -547067.867519 + Penalty 2733.628881 = -544334.238639
  nChanged 5
		SP:Iteration 40F (83846.090000 sec): 3 clusters
  Score: Raw -547070.511071 + Penalty 2733.628881 = -544336.882191
  nChanged 8
		SP:Iteration 41Q (83846.230000 sec): 3 clusters
  Score: Raw -547073.890688 + Penalty 2733.628881 = -544340.261808
  nChanged 9
		SP:Iteration 42Q (83846.410000 sec): 3 clusters
  Score: Raw -547077.774935 + Penalty 2733.628881 = -544344.146054
  nChanged 8
		SP:Iteration 43Q (83846.630000 sec): 3 clusters
  Score: Raw -547080.199777 + Penalty 2733.628881 = -544346.570896
  nChanged 9
		SP:Iteration 44Q (83846.790000 sec): 3 clusters
  Score: Raw -547082.812583 + Penalty 2733.628881 = -544349.183702
  nChanged 6
		SP:Iteration 45Q (83847.030000 sec): 3 clusters
  Score: Raw -547085.205439 + Penalty 2733.628881 = -544351.576559
  nChanged 7
		SP:Iteration 46Q (83847.210000 sec): 3 clusters
  Score: Raw -547087.508266 + Penalty 2733.628881 = -544353.879385
  nChanged 6
		SP:Iteration 47Q (83847.370000 sec): 3 clusters
  Score: Raw -547089.459662 + Penalty 2733.628881 = -544355.830781
  nChanged 8
		SP:Iteration 48Q (83847.540000 sec): 3 clusters
  Score: Raw -547093.109618 + Penalty 2733.628881 = -544359.480738
  nChanged 10
		SP:Iteration 49Q (83847.770000 sec): 3 clusters
  Score: Raw -547097.315088 + Penalty 2733.628881 = -544363.686207
  nChanged 10
		SP:Iteration 50Q (83847.960000 sec): 3 clusters
  Score: Raw -547100.598089 + Penalty 2733.628881 = -544366.969208
  nChanged 8
		SP:Iteration 51Q (83848.170000 sec): 3 clusters
  Score: Raw -547103.088729 + Penalty 2733.628881 = -544369.459848
  nChanged 6
		SP:Iteration 52Q (83848.340000 sec): 3 clusters
  Score: Raw -547105.462023 + Penalty 2733.628881 = -544371.833142
  nChanged 6
		SP:Iteration 53Q (83848.540000 sec): 3 clusters
  Score: Raw -547107.400778 + Penalty 2733.628881 = -544373.771897
  nChanged 6
		SP:Iteration 54Q (83848.750000 sec): 3 clusters
  Score: Raw -547109.641339 + Penalty 2733.628881 = -544376.012458
  nChanged 6
		SP:Iteration 55Q (83848.960000 sec): 3 clusters
  Score: Raw -547111.598138 + Penalty 2733.628881 = -544377.969257
  nChanged 9
		SP:Iteration 56Q (83849.120000 sec): 3 clusters
  Score: Raw -547115.178634 + Penalty 2733.628881 = -544381.549753
  nChanged 7
		SP:Iteration 57Q (83849.330000 sec): 3 clusters
  Score: Raw -547117.944137 + Penalty 2733.628881 = -544384.315256
  nChanged 3
		SP:Iteration 58Q (83849.530000 sec): 3 clusters
  Score: Raw -547119.423211 + Penalty 2733.628881 = -544385.794330
  nChanged 4
		SP:Iteration 59Q (83849.680000 sec): 3 clusters
  Score: Raw -547120.724784 + Penalty 2733.628881 = -544387.095903
  nChanged 2
		SP:Iteration 60F (83849.890000 sec): 3 clusters
  Score: Raw -547121.351824 + Penalty 2733.628881 = -544387.722943
  nChanged 2
		SP:Iteration 61Q (83850.040000 sec): 3 clusters
  Score: Raw -547121.973549 + Penalty 2733.628881 = -544388.344669
  nChanged 1
		SP:Iteration 62Q (83850.240000 sec): 3 clusters
  Score: Raw -547122.205264 + Penalty 2733.628881 = -544388.576384
  nChanged 0
		SP:Iteration 63F (83850.440000 sec): 3 clusters
  Score: Raw -547122.205264 + Penalty 2733.628881 = -544388.576384
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 91 (1604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83850.570000 sec): 2 clusters
  Score: Raw -181689.374239 + Penalty 1199.291566 = -180490.082674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83850.730000 sec): 3 clusters
  Score: Raw -181055.801173 + Penalty 2398.583131 = -178657.218042
  nChanged 525
		SP:Iteration 1F (83850.950000 sec): 3 clusters
  Score: Raw -181434.463669 + Penalty 2398.583131 = -179035.880538
  nChanged 134
		SP:Iteration 2F (83851.080000 sec): 3 clusters
  Score: Raw -181576.437643 + Penalty 2398.583131 = -179177.854512
  nChanged 98
		SP:Iteration 3F (83851.280000 sec): 3 clusters
  Score: Raw -181708.005418 + Penalty 2398.583131 = -179309.422287
  nChanged 85
		SP:Iteration 4F (83851.460000 sec): 3 clusters
  Score: Raw -181838.505775 + Penalty 2398.583131 = -179439.922644
  nChanged 79
		SP:Iteration 5Q (83851.620000 sec): 3 clusters
  Score: Raw -181943.450357 + Penalty 2398.583131 = -179544.867225
  nChanged 65
		SP:Iteration 6Q (83851.740000 sec): 3 clusters
  Score: Raw -182014.636206 + Penalty 2398.583131 = -179616.053075
  nChanged 52
		SP:Iteration 7Q (83851.880000 sec): 3 clusters
  Score: Raw -182065.589086 + Penalty 2398.583131 = -179667.005955
  nChanged 39
		SP:Iteration 8Q (83852.080000 sec): 3 clusters
  Score: Raw -182109.548099 + Penalty 2398.583131 = -179710.964968
  nChanged 29
		SP:Iteration 9Q (83852.220000 sec): 3 clusters
  Score: Raw -182140.611154 + Penalty 2398.583131 = -179742.028023
  nChanged 29
		SP:Iteration 10Q (83852.380000 sec): 3 clusters
  Score: Raw -182172.007203 + Penalty 2398.583131 = -179773.424072
  nChanged 33
		SP:Iteration 11Q (83852.570000 sec): 3 clusters
  Score: Raw -182198.193879 + Penalty 2398.583131 = -179799.610747
  nChanged 26
		SP:Iteration 12Q (83852.710000 sec): 3 clusters
  Score: Raw -182242.854814 + Penalty 2398.583131 = -179844.271683
  nChanged 36
		SP:Iteration 13Q (83852.910000 sec): 3 clusters
  Score: Raw -182278.429250 + Penalty 2398.583131 = -179879.846119
  nChanged 22
		SP:Iteration 14Q (83853.080000 sec): 3 clusters
  Score: Raw -182303.477656 + Penalty 2398.583131 = -179904.894525
  nChanged 23
		SP:Iteration 15Q (83853.260000 sec): 3 clusters
  Score: Raw -182326.551380 + Penalty 2398.583131 = -179927.968249
  nChanged 28
		SP:Iteration 16Q (83853.490000 sec): 3 clusters
  Score: Raw -182350.618478 + Penalty 2398.583131 = -179952.035347
  nChanged 20
		SP:Iteration 17Q (83853.640000 sec): 3 clusters
  Score: Raw -182363.619331 + Penalty 2398.583131 = -179965.036200
  nChanged 11
		SP:Iteration 18Q (83853.830000 sec): 3 clusters
  Score: Raw -182370.230535 + Penalty 2398.583131 = -179971.647404
  nChanged 11
		SP:Iteration 19Q (83853.970000 sec): 3 clusters
  Score: Raw -182378.614685 + Penalty 2398.583131 = -179980.031554
  nChanged 9
		SP:Iteration 20F (83854.190000 sec): 3 clusters
  Score: Raw -182383.239891 + Penalty 2398.583131 = -179984.656759
  nChanged 3
		SP:Iteration 21Q (83854.350000 sec): 3 clusters
  Score: Raw -182384.125844 + Penalty 2398.583131 = -179985.542712
  nChanged 4
		SP:Iteration 22Q (83854.520000 sec): 3 clusters
  Score: Raw -182386.078613 + Penalty 2398.583131 = -179987.495482
  nChanged 0
		SP:Iteration 23F (83854.750000 sec): 3 clusters
  Score: Raw -182386.078613 + Penalty 2398.583131 = -179987.495482
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 92 (1935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83854.810000 sec): 2 clusters
  Score: Raw -215665.625167 + Penalty 1229.777673 = -214435.847493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83855.030000 sec): 3 clusters
  Score: Raw -214835.249781 + Penalty 2459.555347 = -212375.694434
  nChanged 683
		SP:Iteration 1F (83855.170000 sec): 3 clusters
  Score: Raw -215370.339775 + Penalty 2459.555347 = -212910.784428
  nChanged 158
		SP:Iteration 2F (83855.390000 sec): 3 clusters
  Score: Raw -215505.193863 + Penalty 2459.555347 = -213045.638516
  nChanged 102
		SP:Iteration 3F (83855.540000 sec): 3 clusters
  Score: Raw -215606.920887 + Penalty 2459.555347 = -213147.365541
  nChanged 81
		SP:Iteration 4Q (83855.700000 sec): 3 clusters
  Score: Raw -215695.037639 + Penalty 2459.555347 = -213235.482292
  nChanged 75
		SP:Iteration 5Q (83855.880000 sec): 3 clusters
  Score: Raw -215775.250999 + Penalty 2459.555347 = -213315.695653
  nChanged 65
		SP:Iteration 6Q (83856.040000 sec): 3 clusters
  Score: Raw -215831.197739 + Penalty 2459.555347 = -213371.642392
  nChanged 54
		SP:Iteration 7Q (83856.260000 sec): 3 clusters
  Score: Raw -215873.626047 + Penalty 2459.555347 = -213414.070700
  nChanged 46
		SP:Iteration 8Q (83856.420000 sec): 3 clusters
  Score: Raw -215909.046341 + Penalty 2459.555347 = -213449.490994
  nChanged 34
		SP:Iteration 9Q (83856.630000 sec): 3 clusters
  Score: Raw -215937.491912 + Penalty 2459.555347 = -213477.936565
  nChanged 26
		SP:Iteration 10Q (83856.840000 sec): 3 clusters
  Score: Raw -215954.441877 + Penalty 2459.555347 = -213494.886530
  nChanged 28
		SP:Iteration 11Q (83857.010000 sec): 3 clusters
  Score: Raw -215980.341904 + Penalty 2459.555347 = -213520.786557
  nChanged 34
		SP:Iteration 12Q (83857.160000 sec): 3 clusters
  Score: Raw -216008.082317 + Penalty 2459.555347 = -213548.526970
  nChanged 24
		SP:Iteration 13Q (83857.360000 sec): 3 clusters
  Score: Raw -216030.135597 + Penalty 2459.555347 = -213570.580250
  nChanged 29
		SP:Iteration 14Q (83857.520000 sec): 3 clusters
  Score: Raw -216051.802155 + Penalty 2459.555347 = -213592.246808
  nChanged 17
		SP:Iteration 15Q (83857.700000 sec): 3 clusters
  Score: Raw -216063.353056 + Penalty 2459.555347 = -213603.797710
  nChanged 16
		SP:Iteration 16Q (83857.920000 sec): 3 clusters
  Score: Raw -216077.161555 + Penalty 2459.555347 = -213617.606208
  nChanged 19
		SP:Iteration 17Q (83858.060000 sec): 3 clusters
  Score: Raw -216092.675880 + Penalty 2459.555347 = -213633.120534
  nChanged 13
		SP:Iteration 18Q (83858.230000 sec): 3 clusters
  Score: Raw -216100.784211 + Penalty 2459.555347 = -213641.228865
  nChanged 5
		SP:Iteration 19Q (83858.450000 sec): 3 clusters
  Score: Raw -216102.940141 + Penalty 2459.555347 = -213643.384795
  nChanged 3
		SP:Iteration 20F (83858.620000 sec): 3 clusters
  Score: Raw -216106.235101 + Penalty 2459.555347 = -213646.679754
  nChanged 3
		SP:Iteration 21Q (83858.780000 sec): 3 clusters
  Score: Raw -216110.683110 + Penalty 2459.555347 = -213651.127763
  nChanged 4
		SP:Iteration 22Q (83858.960000 sec): 3 clusters
  Score: Raw -216113.130958 + Penalty 2459.555347 = -213653.575611
  nChanged 5
		SP:Iteration 23Q (83859.120000 sec): 3 clusters
  Score: Raw -216119.305060 + Penalty 2459.555347 = -213659.749713
  nChanged 11
		SP:Iteration 24Q (83859.290000 sec): 3 clusters
  Score: Raw -216129.940008 + Penalty 2459.555347 = -213670.384661
  nChanged 12
		SP:Iteration 25Q (83859.450000 sec): 3 clusters
  Score: Raw -216143.722118 + Penalty 2459.555347 = -213684.166771
  nChanged 13
		SP:Iteration 26Q (83859.630000 sec): 3 clusters
  Score: Raw -216155.132710 + Penalty 2459.555347 = -213695.577364
  nChanged 10
		SP:Iteration 27Q (83859.830000 sec): 3 clusters
  Score: Raw -216162.800733 + Penalty 2459.555347 = -213703.245386
  nChanged 9
		SP:Iteration 28Q (83860.040000 sec): 3 clusters
  Score: Raw -216166.845262 + Penalty 2459.555347 = -213707.289915
  nChanged 3
		SP:Iteration 29Q (83860.210000 sec): 3 clusters
  Score: Raw -216168.056949 + Penalty 2459.555347 = -213708.501602
  nChanged 3
		SP:Iteration 30Q (83860.370000 sec): 3 clusters
  Score: Raw -216169.186228 + Penalty 2459.555347 = -213709.630881
  nChanged 0
		SP:Iteration 31F (83860.570000 sec): 3 clusters
  Score: Raw -216169.186228 + Penalty 2459.555347 = -213709.630881
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 93 (2545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83860.640000 sec): 2 clusters
  Score: Raw -293019.217048 + Penalty 1274.306463 = -291744.910585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83860.820000 sec): 3 clusters
  Score: Raw -291871.856299 + Penalty 2548.612927 = -289323.243372
  nChanged 944
		SP:Iteration 1F (83860.980000 sec): 3 clusters
  Score: Raw -292655.250609 + Penalty 2548.612927 = -290106.637682
  nChanged 261
		SP:Iteration 2F (83861.160000 sec): 3 clusters
  Score: Raw -292981.786794 + Penalty 2548.612927 = -290433.173867
  nChanged 213
		SP:Iteration 3F (83861.330000 sec): 3 clusters
  Score: Raw -293225.661388 + Penalty 2548.612927 = -290677.048461
  nChanged 188
		SP:Iteration 4F (83861.500000 sec): 3 clusters
  Score: Raw -293452.784066 + Penalty 2548.612927 = -290904.171139
  nChanged 158
		SP:Iteration 5F (83861.690000 sec): 3 clusters
  Score: Raw -293639.328586 + Penalty 2548.612927 = -291090.715659
  nChanged 114
		SP:Iteration 6Q (83861.870000 sec): 3 clusters
  Score: Raw -293752.765425 + Penalty 2548.612927 = -291204.152498
  nChanged 84
		SP:Iteration 7Q (83862.020000 sec): 3 clusters
  Score: Raw -293815.156107 + Penalty 2548.612927 = -291266.543180
  nChanged 45
		SP:Iteration 8Q (83862.190000 sec): 3 clusters
  Score: Raw -293844.047388 + Penalty 2548.612927 = -291295.434461
  nChanged 29
		SP:Iteration 9Q (83862.390000 sec): 3 clusters
  Score: Raw -293859.094368 + Penalty 2548.612927 = -291310.481442
  nChanged 17
		SP:Iteration 10Q (83862.550000 sec): 3 clusters
  Score: Raw -293869.121095 + Penalty 2548.612927 = -291320.508168
  nChanged 15
		SP:Iteration 11Q (83862.760000 sec): 3 clusters
  Score: Raw -293876.232125 + Penalty 2548.612927 = -291327.619198
  nChanged 13
		SP:Iteration 12Q (83862.900000 sec): 3 clusters
  Score: Raw -293884.189212 + Penalty 2548.612927 = -291335.576285
  nChanged 12
		SP:Iteration 13Q (83863.110000 sec): 3 clusters
  Score: Raw -293892.155388 + Penalty 2548.612927 = -291343.542461
  nChanged 11
		SP:Iteration 14Q (83863.260000 sec): 3 clusters
  Score: Raw -293901.270429 + Penalty 2548.612927 = -291352.657502
  nChanged 11
		SP:Iteration 15Q (83863.420000 sec): 3 clusters
  Score: Raw -293908.168421 + Penalty 2548.612927 = -291359.555494
  nChanged 5
		SP:Iteration 16Q (83863.570000 sec): 3 clusters
  Score: Raw -293911.569172 + Penalty 2548.612927 = -291362.956245
  nChanged 8
		SP:Iteration 17Q (83863.770000 sec): 3 clusters
  Score: Raw -293914.979210 + Penalty 2548.612927 = -291366.366283
  nChanged 6
		SP:Iteration 18Q (83863.970000 sec): 3 clusters
  Score: Raw -293917.048830 + Penalty 2548.612927 = -291368.435903
  nChanged 2
		SP:Iteration 19Q (83864.160000 sec): 3 clusters
  Score: Raw -293917.498354 + Penalty 2548.612927 = -291368.885427
  nChanged 2
		SP:Iteration 20F (83864.340000 sec): 3 clusters
  Score: Raw -293919.165153 + Penalty 2548.612927 = -291370.552226
  nChanged 6
		SP:Iteration 21Q (83864.500000 sec): 3 clusters
  Score: Raw -293921.413700 + Penalty 2548.612927 = -291372.800773
  nChanged 1
		SP:Iteration 22Q (83864.660000 sec): 3 clusters
  Score: Raw -293922.188340 + Penalty 2548.612927 = -291373.575413
  nChanged 0
		SP:Iteration 23F (83864.820000 sec): 3 clusters
  Score: Raw -293922.188340 + Penalty 2548.612927 = -291373.575413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 94 (7726 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83864.980000 sec): 2 clusters
  Score: Raw -914280.090554 + Penalty 1454.756313 = -912825.334241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83865.200000 sec): 3 clusters
  Score: Raw -910047.926830 + Penalty 2909.512627 = -907138.414204
  nChanged 3295
		SP:Iteration 1F (83865.360000 sec): 3 clusters
  Score: Raw -911757.622674 + Penalty 2909.512627 = -908848.110047
  nChanged 508
		SP:Iteration 2F (83865.540000 sec): 3 clusters
  Score: Raw -911980.767227 + Penalty 2909.512627 = -909071.254601
  nChanged 365
		SP:Iteration 3Q (83865.770000 sec): 3 clusters
  Score: Raw -912152.130135 + Penalty 2909.512627 = -909242.617509
  nChanged 329
		SP:Iteration 4Q (83865.930000 sec): 3 clusters
  Score: Raw -912307.091643 + Penalty 2909.512627 = -909397.579016
  nChanged 312
		SP:Iteration 5Q (83866.130000 sec): 3 clusters
  Score: Raw -912469.123908 + Penalty 2909.512627 = -909559.611282
  nChanged 318
		SP:Iteration 6Q (83866.360000 sec): 3 clusters
  Score: Raw -912650.972038 + Penalty 2909.512627 = -909741.459411
  nChanged 318
		SP:Iteration 7Q (83866.560000 sec): 3 clusters
  Score: Raw -912867.396068 + Penalty 2909.512627 = -909957.883442
  nChanged 342
		SP:Iteration 8Q (83866.750000 sec): 3 clusters
  Score: Raw -913101.261384 + Penalty 2909.512627 = -910191.748757
  nChanged 357
		SP:Iteration 9Q (83866.970000 sec): 3 clusters
  Score: Raw -913330.421709 + Penalty 2909.512627 = -910420.909083
  nChanged 324
		SP:Iteration 10Q (83867.180000 sec): 3 clusters
  Score: Raw -913542.245105 + Penalty 2909.512627 = -910632.732479
  nChanged 325
		SP:Iteration 11Q (83867.360000 sec): 3 clusters
  Score: Raw -913736.341544 + Penalty 2909.512627 = -910826.828917
  nChanged 288
		SP:Iteration 12Q (83867.580000 sec): 3 clusters
  Score: Raw -913871.793509 + Penalty 2909.512627 = -910962.280882
  nChanged 234
		SP:Iteration 13Q (83867.820000 sec): 3 clusters
  Score: Raw -913980.830233 + Penalty 2909.512627 = -911071.317607
  nChanged 190
		SP:Iteration 14Q (83867.970000 sec): 3 clusters
  Score: Raw -914059.586054 + Penalty 2909.512627 = -911150.073428
  nChanged 165
		SP:Iteration 15Q (83868.200000 sec): 3 clusters
  Score: Raw -914126.058680 + Penalty 2909.512627 = -911216.546053
  nChanged 140
		SP:Iteration 16Q (83868.380000 sec): 3 clusters
  Score: Raw -914181.052015 + Penalty 2909.512627 = -911271.539388
  nChanged 129
		SP:Iteration 17Q (83868.570000 sec): 3 clusters
  Score: Raw -914230.744539 + Penalty 2909.512627 = -911321.231913
  nChanged 127
		SP:Iteration 18Q (83868.750000 sec): 3 clusters
  Score: Raw -914284.426440 + Penalty 2909.512627 = -911374.913814
  nChanged 113
		SP:Iteration 19Q (83868.910000 sec): 3 clusters
  Score: Raw -914325.341720 + Penalty 2909.512627 = -911415.829093
  nChanged 101
		SP:Iteration 20F (83869.140000 sec): 3 clusters
  Score: Raw -914352.224387 + Penalty 2909.512627 = -911442.711761
  nChanged 94
		SP:Iteration 21Q (83869.380000 sec): 3 clusters
  Score: Raw -914380.235846 + Penalty 2909.512627 = -911470.723220
  nChanged 84
		SP:Iteration 22Q (83869.560000 sec): 3 clusters
  Score: Raw -914404.641259 + Penalty 2909.512627 = -911495.128633
  nChanged 67
		SP:Iteration 23Q (83869.740000 sec): 3 clusters
  Score: Raw -914423.313245 + Penalty 2909.512627 = -911513.800618
  nChanged 63
		SP:Iteration 24Q (83869.940000 sec): 3 clusters
  Score: Raw -914442.319344 + Penalty 2909.512627 = -911532.806717
  nChanged 58
		SP:Iteration 25Q (83870.120000 sec): 3 clusters
  Score: Raw -914458.145690 + Penalty 2909.512627 = -911548.633064
  nChanged 42
		SP:Iteration 26Q (83870.320000 sec): 3 clusters
  Score: Raw -914469.443331 + Penalty 2909.512627 = -911559.930705
  nChanged 36
		SP:Iteration 27Q (83870.500000 sec): 3 clusters
  Score: Raw -914479.183430 + Penalty 2909.512627 = -911569.670803
  nChanged 43
		SP:Iteration 28Q (83870.670000 sec): 3 clusters
  Score: Raw -914488.361999 + Penalty 2909.512627 = -911578.849372
  nChanged 37
		SP:Iteration 29Q (83870.840000 sec): 3 clusters
  Score: Raw -914497.297362 + Penalty 2909.512627 = -911587.784736
  nChanged 29
		SP:Iteration 30Q (83871.040000 sec): 3 clusters
  Score: Raw -914505.340744 + Penalty 2909.512627 = -911595.828117
  nChanged 38
		SP:Iteration 31Q (83871.210000 sec): 3 clusters
  Score: Raw -914514.182448 + Penalty 2909.512627 = -911604.669822
  nChanged 34
		SP:Iteration 32Q (83871.400000 sec): 3 clusters
  Score: Raw -914523.094405 + Penalty 2909.512627 = -911613.581778
  nChanged 30
		SP:Iteration 33Q (83871.560000 sec): 3 clusters
  Score: Raw -914533.210593 + Penalty 2909.512627 = -911623.697966
  nChanged 39
		SP:Iteration 34Q (83871.740000 sec): 3 clusters
  Score: Raw -914544.521250 + Penalty 2909.512627 = -911635.008623
  nChanged 39
		SP:Iteration 35Q (83871.970000 sec): 3 clusters
  Score: Raw -914556.729128 + Penalty 2909.512627 = -911647.216502
  nChanged 38
		SP:Iteration 36Q (83872.200000 sec): 3 clusters
  Score: Raw -914568.443479 + Penalty 2909.512627 = -911658.930852
  nChanged 38
		SP:Iteration 37Q (83872.390000 sec): 3 clusters
  Score: Raw -914580.394823 + Penalty 2909.512627 = -911670.882197
  nChanged 33
		SP:Iteration 38Q (83872.610000 sec): 3 clusters
  Score: Raw -914589.291008 + Penalty 2909.512627 = -911679.778382
  nChanged 34
		SP:Iteration 39Q (83872.810000 sec): 3 clusters
  Score: Raw -914597.804340 + Penalty 2909.512627 = -911688.291713
  nChanged 38
		SP:Iteration 40F (83873.000000 sec): 3 clusters
  Score: Raw -914609.795036 + Penalty 2909.512627 = -911700.282410
  nChanged 39
		SP:Iteration 41Q (83873.260000 sec): 3 clusters
  Score: Raw -914620.168377 + Penalty 2909.512627 = -911710.655750
  nChanged 34
		SP:Iteration 42Q (83873.470000 sec): 3 clusters
  Score: Raw -914627.124610 + Penalty 2909.512627 = -911717.611983
  nChanged 25
		SP:Iteration 43Q (83873.670000 sec): 3 clusters
  Score: Raw -914633.133494 + Penalty 2909.512627 = -911723.620868
  nChanged 16
		SP:Iteration 44Q (83873.840000 sec): 3 clusters
  Score: Raw -914637.562253 + Penalty 2909.512627 = -911728.049627
  nChanged 14
		SP:Iteration 45Q (83874.060000 sec): 3 clusters
  Score: Raw -914640.464364 + Penalty 2909.512627 = -911730.951737
  nChanged 13
		SP:Iteration 46Q (83874.270000 sec): 3 clusters
  Score: Raw -914642.954387 + Penalty 2909.512627 = -911733.441761
  nChanged 12
		SP:Iteration 47Q (83874.500000 sec): 3 clusters
  Score: Raw -914645.062870 + Penalty 2909.512627 = -911735.550243
  nChanged 11
		SP:Iteration 48Q (83874.710000 sec): 3 clusters
  Score: Raw -914647.217826 + Penalty 2909.512627 = -911737.705199
  nChanged 11
		SP:Iteration 49Q (83874.870000 sec): 3 clusters
  Score: Raw -914648.525891 + Penalty 2909.512627 = -911739.013264
  nChanged 9
		SP:Iteration 50Q (83875.070000 sec): 3 clusters
  Score: Raw -914650.110052 + Penalty 2909.512627 = -911740.597425
  nChanged 6
		SP:Iteration 51Q (83875.300000 sec): 3 clusters
  Score: Raw -914650.921172 + Penalty 2909.512627 = -911741.408545
  nChanged 5
		SP:Iteration 52Q (83875.470000 sec): 3 clusters
  Score: Raw -914651.492949 + Penalty 2909.512627 = -911741.980322
  nChanged 2
		SP:Iteration 53Q (83875.640000 sec): 3 clusters
  Score: Raw -914651.829829 + Penalty 2909.512627 = -911742.317203
  nChanged 5
		SP:Iteration 54Q (83875.810000 sec): 3 clusters
  Score: Raw -914652.599509 + Penalty 2909.512627 = -911743.086882
  nChanged 8
		SP:Iteration 55Q (83876.060000 sec): 3 clusters
  Score: Raw -914653.562651 + Penalty 2909.512627 = -911744.050024
  nChanged 7
		SP:Iteration 56Q (83876.250000 sec): 3 clusters
  Score: Raw -914655.483461 + Penalty 2909.512627 = -911745.970835
  nChanged 11
		SP:Iteration 57Q (83876.450000 sec): 3 clusters
  Score: Raw -914657.856558 + Penalty 2909.512627 = -911748.343932
  nChanged 13
		SP:Iteration 58Q (83876.640000 sec): 3 clusters
  Score: Raw -914661.090626 + Penalty 2909.512627 = -911751.577999
  nChanged 15
		SP:Iteration 59Q (83876.870000 sec): 3 clusters
  Score: Raw -914664.361766 + Penalty 2909.512627 = -911754.849139
  nChanged 15
		SP:Iteration 60F (83877.040000 sec): 3 clusters
  Score: Raw -914667.268255 + Penalty 2909.512627 = -911757.755629
  nChanged 17
		SP:Iteration 61Q (83877.250000 sec): 3 clusters
  Score: Raw -914671.060384 + Penalty 2909.512627 = -911761.547757
  nChanged 18
		SP:Iteration 62Q (83877.460000 sec): 3 clusters
  Score: Raw -914674.643870 + Penalty 2909.512627 = -911765.131243
  nChanged 15
		SP:Iteration 63Q (83877.640000 sec): 3 clusters
  Score: Raw -914677.366703 + Penalty 2909.512627 = -911767.854077
  nChanged 11
		SP:Iteration 64Q (83877.880000 sec): 3 clusters
  Score: Raw -914678.793371 + Penalty 2909.512627 = -911769.280745
  nChanged 10
		SP:Iteration 65Q (83878.050000 sec): 3 clusters
  Score: Raw -914681.090888 + Penalty 2909.512627 = -911771.578261
  nChanged 15
		SP:Iteration 66Q (83878.250000 sec): 3 clusters
  Score: Raw -914683.522757 + Penalty 2909.512627 = -911774.010130
  nChanged 11
		SP:Iteration 67Q (83878.440000 sec): 3 clusters
  Score: Raw -914685.280507 + Penalty 2909.512627 = -911775.767880
  nChanged 8
		SP:Iteration 68Q (83878.640000 sec): 3 clusters
  Score: Raw -914686.695015 + Penalty 2909.512627 = -911777.182388
  nChanged 10
		SP:Iteration 69Q (83878.840000 sec): 3 clusters
  Score: Raw -914688.038572 + Penalty 2909.512627 = -911778.525945
  nChanged 9
		SP:Iteration 70Q (83879.050000 sec): 3 clusters
  Score: Raw -914689.656809 + Penalty 2909.512627 = -911780.144183
  nChanged 12
		SP:Iteration 71Q (83879.260000 sec): 3 clusters
  Score: Raw -914691.581221 + Penalty 2909.512627 = -911782.068594
  nChanged 10
		SP:Iteration 72Q (83879.440000 sec): 3 clusters
  Score: Raw -914693.184849 + Penalty 2909.512627 = -911783.672222
  nChanged 7
		SP:Iteration 73Q (83879.640000 sec): 3 clusters
  Score: Raw -914694.316858 + Penalty 2909.512627 = -911784.804232
  nChanged 8
		SP:Iteration 74Q (83879.850000 sec): 3 clusters
  Score: Raw -914695.863643 + Penalty 2909.512627 = -911786.351016
  nChanged 7
		SP:Iteration 75Q (83880.070000 sec): 3 clusters
  Score: Raw -914697.013596 + Penalty 2909.512627 = -911787.500969
  nChanged 7
		SP:Iteration 76Q (83880.300000 sec): 3 clusters
  Score: Raw -914698.362585 + Penalty 2909.512627 = -911788.849958
  nChanged 8
		SP:Iteration 77Q (83880.490000 sec): 3 clusters
  Score: Raw -914700.077630 + Penalty 2909.512627 = -911790.565004
  nChanged 9
		SP:Iteration 78Q (83880.670000 sec): 3 clusters
  Score: Raw -914702.671110 + Penalty 2909.512627 = -911793.158483
  nChanged 11
		SP:Iteration 79Q (83880.890000 sec): 3 clusters
  Score: Raw -914704.966266 + Penalty 2909.512627 = -911795.453639
  nChanged 11
		SP:Iteration 80F (83881.090000 sec): 3 clusters
  Score: Raw -914707.087233 + Penalty 2909.512627 = -911797.574607
  nChanged 8
		SP:Iteration 81Q (83881.270000 sec): 3 clusters
  Score: Raw -914708.226411 + Penalty 2909.512627 = -911798.713784
  nChanged 4
		SP:Iteration 82Q (83881.490000 sec): 3 clusters
  Score: Raw -914709.027353 + Penalty 2909.512627 = -911799.514726
  nChanged 7
		SP:Iteration 83Q (83881.700000 sec): 3 clusters
  Score: Raw -914709.856939 + Penalty 2909.512627 = -911800.344312
  nChanged 4
		SP:Iteration 84Q (83881.870000 sec): 3 clusters
  Score: Raw -914710.502561 + Penalty 2909.512627 = -911800.989935
  nChanged 6
		SP:Iteration 85Q (83882.100000 sec): 3 clusters
  Score: Raw -914711.700452 + Penalty 2909.512627 = -911802.187826
  nChanged 1
		SP:Iteration 86Q (83882.270000 sec): 3 clusters
  Score: Raw -914711.813276 + Penalty 2909.512627 = -911802.300650
  nChanged 0
		SP:Iteration 87F (83882.490000 sec): 3 clusters
  Score: Raw -914711.813276 + Penalty 2909.512627 = -911802.300650
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 95 (6797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83882.570000 sec): 2 clusters
  Score: Raw -802733.426563 + Penalty 1433.938450 = -801299.488113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83882.810000 sec): 3 clusters
  Score: Raw -799014.560669 + Penalty 2867.876901 = -796146.683768
  nChanged 2823
		SP:Iteration 1F (83883.000000 sec): 3 clusters
  Score: Raw -800580.915754 + Penalty 2867.876901 = -797713.038854
  nChanged 484
		SP:Iteration 2F (83883.190000 sec): 3 clusters
  Score: Raw -800862.350886 + Penalty 2867.876901 = -797994.473985
  nChanged 404
		SP:Iteration 3F (83883.410000 sec): 3 clusters
  Score: Raw -801116.191553 + Penalty 2867.876901 = -798248.314652
  nChanged 378
		SP:Iteration 4F (83883.610000 sec): 3 clusters
  Score: Raw -801353.905219 + Penalty 2867.876901 = -798486.028318
  nChanged 354
		SP:Iteration 5F (83883.810000 sec): 3 clusters
  Score: Raw -801581.803094 + Penalty 2867.876901 = -798713.926193
  nChanged 330
		SP:Iteration 6Q (83884.010000 sec): 3 clusters
  Score: Raw -801792.852549 + Penalty 2867.876901 = -798924.975649
  nChanged 313
		SP:Iteration 7Q (83884.180000 sec): 3 clusters
  Score: Raw -801981.144629 + Penalty 2867.876901 = -799113.267729
  nChanged 262
		SP:Iteration 8Q (83884.380000 sec): 3 clusters
  Score: Raw -802122.419827 + Penalty 2867.876901 = -799254.542926
  nChanged 232
		SP:Iteration 9Q (83884.540000 sec): 3 clusters
  Score: Raw -802264.387434 + Penalty 2867.876901 = -799396.510534
  nChanged 245
		SP:Iteration 10Q (83884.730000 sec): 3 clusters
  Score: Raw -802433.415320 + Penalty 2867.876901 = -799565.538420
  nChanged 201
		SP:Iteration 11Q (83884.920000 sec): 3 clusters
  Score: Raw -802591.897892 + Penalty 2867.876901 = -799724.020992
  nChanged 181
		SP:Iteration 12Q (83885.090000 sec): 3 clusters
  Score: Raw -802755.292296 + Penalty 2867.876901 = -799887.415395
  nChanged 162
		SP:Iteration 13Q (83885.270000 sec): 3 clusters
  Score: Raw -802911.887948 + Penalty 2867.876901 = -800044.011047
  nChanged 118
		SP:Iteration 14Q (83885.450000 sec): 3 clusters
  Score: Raw -803020.778942 + Penalty 2867.876901 = -800152.902041
  nChanged 96
		SP:Iteration 15Q (83885.630000 sec): 3 clusters
  Score: Raw -803112.726010 + Penalty 2867.876901 = -800244.849110
  nChanged 88
		SP:Iteration 16Q (83885.830000 sec): 3 clusters
  Score: Raw -803206.578390 + Penalty 2867.876901 = -800338.701490
  nChanged 64
		SP:Iteration 17Q (83886.070000 sec): 3 clusters
  Score: Raw -803268.141763 + Penalty 2867.876901 = -800400.264862
  nChanged 50
		SP:Iteration 18Q (83886.250000 sec): 3 clusters
  Score: Raw -803314.043902 + Penalty 2867.876901 = -800446.167001
  nChanged 28
		SP:Iteration 19Q (83886.450000 sec): 3 clusters
  Score: Raw -803333.105880 + Penalty 2867.876901 = -800465.228979
  nChanged 24
		SP:Iteration 20F (83886.680000 sec): 3 clusters
  Score: Raw -803345.090193 + Penalty 2867.876901 = -800477.213293
  nChanged 17
		SP:Iteration 21Q (83886.870000 sec): 3 clusters
  Score: Raw -803354.110121 + Penalty 2867.876901 = -800486.233220
  nChanged 13
		SP:Iteration 22Q (83887.080000 sec): 3 clusters
  Score: Raw -803359.981555 + Penalty 2867.876901 = -800492.104654
  nChanged 9
		SP:Iteration 23Q (83887.280000 sec): 3 clusters
  Score: Raw -803363.949624 + Penalty 2867.876901 = -800496.072723
  nChanged 13
		SP:Iteration 24Q (83887.480000 sec): 3 clusters
  Score: Raw -803369.232184 + Penalty 2867.876901 = -800501.355283
  nChanged 13
		SP:Iteration 25Q (83887.670000 sec): 3 clusters
  Score: Raw -803374.411607 + Penalty 2867.876901 = -800506.534706
  nChanged 6
		SP:Iteration 26Q (83887.890000 sec): 3 clusters
  Score: Raw -803377.864055 + Penalty 2867.876901 = -800509.987154
  nChanged 5
		SP:Iteration 27Q (83888.080000 sec): 3 clusters
  Score: Raw -803380.138960 + Penalty 2867.876901 = -800512.262060
  nChanged 4
		SP:Iteration 28Q (83888.250000 sec): 3 clusters
  Score: Raw -803381.075652 + Penalty 2867.876901 = -800513.198751
  nChanged 2
		SP:Iteration 29Q (83888.430000 sec): 3 clusters
  Score: Raw -803381.500427 + Penalty 2867.876901 = -800513.623526
  nChanged 3
		SP:Iteration 30Q (83888.650000 sec): 3 clusters
  Score: Raw -803382.936712 + Penalty 2867.876901 = -800515.059811
  nChanged 2
		SP:Iteration 31Q (83888.830000 sec): 3 clusters
  Score: Raw -803384.401633 + Penalty 2867.876901 = -800516.524733
  nChanged 5
		SP:Iteration 32Q (83889.040000 sec): 3 clusters
  Score: Raw -803387.373924 + Penalty 2867.876901 = -800519.497024
  nChanged 5
		SP:Iteration 33Q (83889.230000 sec): 3 clusters
  Score: Raw -803388.604776 + Penalty 2867.876901 = -800520.727875
  nChanged 0
		SP:Iteration 34F (83889.430000 sec): 3 clusters
  Score: Raw -803388.604776 + Penalty 2867.876901 = -800520.727875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 96 (3423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83889.560000 sec): 2 clusters
  Score: Raw -409769.548106 + Penalty 1322.469304 = -408447.078802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83889.750000 sec): 3 clusters
  Score: Raw -408140.309494 + Penalty 2644.938608 = -405495.370886
  nChanged 1303
		SP:Iteration 1F (83889.930000 sec): 3 clusters
  Score: Raw -408888.359884 + Penalty 2644.938608 = -406243.421277
  nChanged 240
		SP:Iteration 2F (83890.090000 sec): 3 clusters
  Score: Raw -409032.618081 + Penalty 2644.938608 = -406387.679474
  nChanged 158
		SP:Iteration 3Q (83890.320000 sec): 3 clusters
  Score: Raw -409119.684353 + Penalty 2644.938608 = -406474.745745
  nChanged 118
		SP:Iteration 4Q (83890.490000 sec): 3 clusters
  Score: Raw -409183.297788 + Penalty 2644.938608 = -406538.359181
  nChanged 102
		SP:Iteration 5Q (83890.690000 sec): 3 clusters
  Score: Raw -409235.647267 + Penalty 2644.938608 = -406590.708659
  nChanged 105
		SP:Iteration 6Q (83890.850000 sec): 3 clusters
  Score: Raw -409303.799977 + Penalty 2644.938608 = -406658.861369
  nChanged 111
		SP:Iteration 7Q (83891.050000 sec): 3 clusters
  Score: Raw -409383.290882 + Penalty 2644.938608 = -406738.352275
  nChanged 106
		SP:Iteration 8Q (83891.250000 sec): 3 clusters
  Score: Raw -409448.816372 + Penalty 2644.938608 = -406803.877764
  nChanged 99
		SP:Iteration 9Q (83891.430000 sec): 3 clusters
  Score: Raw -409517.889403 + Penalty 2644.938608 = -406872.950796
  nChanged 83
		SP:Iteration 10Q (83891.640000 sec): 3 clusters
  Score: Raw -409569.599128 + Penalty 2644.938608 = -406924.660521
  nChanged 60
		SP:Iteration 11Q (83891.820000 sec): 3 clusters
  Score: Raw -409618.036711 + Penalty 2644.938608 = -406973.098103
  nChanged 76
		SP:Iteration 12Q (83891.980000 sec): 3 clusters
  Score: Raw -409664.138332 + Penalty 2644.938608 = -407019.199724
  nChanged 54
		SP:Iteration 13Q (83892.150000 sec): 3 clusters
  Score: Raw -409699.458725 + Penalty 2644.938608 = -407054.520118
  nChanged 45
		SP:Iteration 14Q (83892.300000 sec): 3 clusters
  Score: Raw -409725.825432 + Penalty 2644.938608 = -407080.886824
  nChanged 40
		SP:Iteration 15Q (83892.490000 sec): 3 clusters
  Score: Raw -409748.679285 + Penalty 2644.938608 = -407103.740678
  nChanged 26
		SP:Iteration 16Q (83892.680000 sec): 3 clusters
  Score: Raw -409764.402650 + Penalty 2644.938608 = -407119.464043
  nChanged 28
		SP:Iteration 17Q (83892.830000 sec): 3 clusters
  Score: Raw -409784.073409 + Penalty 2644.938608 = -407139.134801
  nChanged 31
		SP:Iteration 18Q (83893.050000 sec): 3 clusters
  Score: Raw -409807.103831 + Penalty 2644.938608 = -407162.165223
  nChanged 34
		SP:Iteration 19Q (83893.230000 sec): 3 clusters
  Score: Raw -409825.724954 + Penalty 2644.938608 = -407180.786347
  nChanged 19
		SP:Iteration 20F (83893.420000 sec): 3 clusters
  Score: Raw -409836.246309 + Penalty 2644.938608 = -407191.307702
  nChanged 14
		SP:Iteration 21Q (83893.590000 sec): 3 clusters
  Score: Raw -409845.174407 + Penalty 2644.938608 = -407200.235799
  nChanged 15
		SP:Iteration 22Q (83893.800000 sec): 3 clusters
  Score: Raw -409855.709780 + Penalty 2644.938608 = -407210.771173
  nChanged 17
		SP:Iteration 23Q (83893.980000 sec): 3 clusters
  Score: Raw -409864.254349 + Penalty 2644.938608 = -407219.315742
  nChanged 10
		SP:Iteration 24Q (83894.190000 sec): 3 clusters
  Score: Raw -409870.690646 + Penalty 2644.938608 = -407225.752038
  nChanged 15
		SP:Iteration 25Q (83894.360000 sec): 3 clusters
  Score: Raw -409878.208295 + Penalty 2644.938608 = -407233.269688
  nChanged 9
		SP:Iteration 26Q (83894.520000 sec): 3 clusters
  Score: Raw -409882.446742 + Penalty 2644.938608 = -407237.508134
  nChanged 9
		SP:Iteration 27Q (83894.660000 sec): 3 clusters
  Score: Raw -409886.767475 + Penalty 2644.938608 = -407241.828867
  nChanged 15
		SP:Iteration 28Q (83894.840000 sec): 3 clusters
  Score: Raw -409895.102863 + Penalty 2644.938608 = -407250.164256
  nChanged 11
		SP:Iteration 29Q (83895.020000 sec): 3 clusters
  Score: Raw -409902.265251 + Penalty 2644.938608 = -407257.326644
  nChanged 11
		SP:Iteration 30Q (83895.200000 sec): 3 clusters
  Score: Raw -409908.264446 + Penalty 2644.938608 = -407263.325839
  nChanged 9
		SP:Iteration 31Q (83895.380000 sec): 3 clusters
  Score: Raw -409913.719537 + Penalty 2644.938608 = -407268.780930
  nChanged 8
		SP:Iteration 32Q (83895.540000 sec): 3 clusters
  Score: Raw -409918.333535 + Penalty 2644.938608 = -407273.394928
  nChanged 6
		SP:Iteration 33Q (83895.700000 sec): 3 clusters
  Score: Raw -409920.598270 + Penalty 2644.938608 = -407275.659662
  nChanged 5
		SP:Iteration 34Q (83895.880000 sec): 3 clusters
  Score: Raw -409922.879094 + Penalty 2644.938608 = -407277.940486
  nChanged 4
		SP:Iteration 35Q (83896.040000 sec): 3 clusters
  Score: Raw -409924.133047 + Penalty 2644.938608 = -407279.194440
  nChanged 3
		SP:Iteration 36Q (83896.240000 sec): 3 clusters
  Score: Raw -409924.934752 + Penalty 2644.938608 = -407279.996145
  nChanged 0
		SP:Iteration 37F (83896.410000 sec): 3 clusters
  Score: Raw -409924.934752 + Penalty 2644.938608 = -407279.996145
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 97 (1643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83896.480000 sec): 2 clusters
  Score: Raw -188458.249395 + Penalty 1203.195357 = -187255.054038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83896.700000 sec): 3 clusters
  Score: Raw -187816.148029 + Penalty 2406.390713 = -185409.757315
  nChanged 529
		SP:Iteration 1F (83896.850000 sec): 3 clusters
  Score: Raw -188299.693928 + Penalty 2406.390713 = -185893.303214
  nChanged 161
		SP:Iteration 2F (83896.970000 sec): 3 clusters
  Score: Raw -188484.622086 + Penalty 2406.390713 = -186078.231373
  nChanged 94
		SP:Iteration 3F (83897.120000 sec): 3 clusters
  Score: Raw -188601.503665 + Penalty 2406.390713 = -186195.112952
  nChanged 90
		SP:Iteration 4F (83897.300000 sec): 3 clusters
  Score: Raw -188704.917884 + Penalty 2406.390713 = -186298.527171
  nChanged 60
		SP:Iteration 5Q (83897.480000 sec): 3 clusters
  Score: Raw -188773.973461 + Penalty 2406.390713 = -186367.582748
  nChanged 51
		SP:Iteration 6Q (83897.640000 sec): 3 clusters
  Score: Raw -188841.765462 + Penalty 2406.390713 = -186435.374749
  nChanged 44
		SP:Iteration 7Q (83897.830000 sec): 3 clusters
  Score: Raw -188897.126749 + Penalty 2406.390713 = -186490.736035
  nChanged 47
		SP:Iteration 8Q (83898.010000 sec): 3 clusters
  Score: Raw -188976.341389 + Penalty 2406.390713 = -186569.950675
  nChanged 50
		SP:Iteration 9Q (83898.180000 sec): 3 clusters
  Score: Raw -189054.289899 + Penalty 2406.390713 = -186647.899186
  nChanged 41
		SP:Iteration 10Q (83898.350000 sec): 3 clusters
  Score: Raw -189107.225203 + Penalty 2406.390713 = -186700.834490
  nChanged 33
		SP:Iteration 11Q (83898.590000 sec): 3 clusters
  Score: Raw -189151.791702 + Penalty 2406.390713 = -186745.400989
  nChanged 24
		SP:Iteration 12Q (83898.770000 sec): 3 clusters
  Score: Raw -189181.621203 + Penalty 2406.390713 = -186775.230489
  nChanged 16
		SP:Iteration 13Q (83898.920000 sec): 3 clusters
  Score: Raw -189206.532896 + Penalty 2406.390713 = -186800.142182
  nChanged 19
		SP:Iteration 14Q (83899.110000 sec): 3 clusters
  Score: Raw -189230.911368 + Penalty 2406.390713 = -186824.520654
  nChanged 16
		SP:Iteration 15Q (83899.310000 sec): 3 clusters
  Score: Raw -189245.858762 + Penalty 2406.390713 = -186839.468048
  nChanged 10
		SP:Iteration 16Q (83899.410000 sec): 3 clusters
  Score: Raw -189255.551742 + Penalty 2406.390713 = -186849.161028
  nChanged 10
		SP:Iteration 17Q (83899.610000 sec): 3 clusters
  Score: Raw -189265.903803 + Penalty 2406.390713 = -186859.513090
  nChanged 15
		SP:Iteration 18Q (83899.770000 sec): 3 clusters
  Score: Raw -189305.917840 + Penalty 2406.390713 = -186899.527126
  nChanged 16
		SP:Iteration 19Q (83899.950000 sec): 3 clusters
  Score: Raw -189362.020095 + Penalty 2406.390713 = -186955.629381
  nChanged 22
		SP:Iteration 20F (83900.110000 sec): 3 clusters
  Score: Raw -189409.359368 + Penalty 2406.390713 = -187002.968654
  nChanged 26
		SP:Iteration 21Q (83900.290000 sec): 3 clusters
  Score: Raw -189465.322587 + Penalty 2406.390713 = -187058.931874
  nChanged 19
		SP:Iteration 22Q (83900.460000 sec): 3 clusters
  Score: Raw -189515.190608 + Penalty 2406.390713 = -187108.799895
  nChanged 17
		SP:Iteration 23Q (83900.630000 sec): 3 clusters
  Score: Raw -189551.042223 + Penalty 2406.390713 = -187144.651509
  nChanged 20
		SP:Iteration 24Q (83900.770000 sec): 3 clusters
  Score: Raw -189576.438966 + Penalty 2406.390713 = -187170.048253
  nChanged 13
		SP:Iteration 25Q (83900.940000 sec): 3 clusters
  Score: Raw -189588.067535 + Penalty 2406.390713 = -187181.676822
  nChanged 6
		SP:Iteration 26Q (83901.130000 sec): 3 clusters
  Score: Raw -189594.120299 + Penalty 2406.390713 = -187187.729586
  nChanged 3
		SP:Iteration 27Q (83901.290000 sec): 3 clusters
  Score: Raw -189596.122422 + Penalty 2406.390713 = -187189.731708
  nChanged 1
		SP:Iteration 28Q (83901.480000 sec): 3 clusters
  Score: Raw -189596.229674 + Penalty 2406.390713 = -187189.838961
  nChanged 0
		SP:Iteration 29F (83901.640000 sec): 3 clusters
  Score: Raw -189596.229674 + Penalty 2406.390713 = -187189.838961
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 98 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83901.740000 sec): 2 clusters
  Score: Raw -36769.816015 + Penalty 944.310411 = -35825.505604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83901.930000 sec): 3 clusters
  Score: Raw -36787.430939 + Penalty 1888.620823 = -34898.810116
  nChanged 62
		SP:Iteration 1F (83902.130000 sec): 3 clusters
  Score: Raw -36929.625260 + Penalty 1888.620823 = -35041.004438
  nChanged 15
		SP:Iteration 2Q (83902.290000 sec): 3 clusters
  Score: Raw -36975.710092 + Penalty 1888.620823 = -35087.089269
  nChanged 13
		SP:Iteration 3Q (83902.480000 sec): 3 clusters
  Score: Raw -37014.139508 + Penalty 1888.620823 = -35125.518685
  nChanged 8
		SP:Iteration 4Q (83902.660000 sec): 3 clusters
  Score: Raw -37033.121449 + Penalty 1888.620823 = -35144.500626
  nChanged 2
		SP:Iteration 5Q (83902.850000 sec): 3 clusters
  Score: Raw -37037.498224 + Penalty 1888.620823 = -35148.877401
  nChanged 0
		SP:Iteration 6F (83902.990000 sec): 3 clusters
  Score: Raw -37037.498224 + Penalty 1888.620823 = -35148.877401
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 99 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83903.120000 sec): 2 clusters
  Score: Raw -143706.718079 + Penalty 1156.414048 = -142550.304030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83903.260000 sec): 3 clusters
  Score: Raw -143252.051869 + Penalty 2312.828097 = -140939.223772
  nChanged 425
		SP:Iteration 1F (83903.430000 sec): 3 clusters
  Score: Raw -143594.536361 + Penalty 2312.828097 = -141281.708264
  nChanged 109
		SP:Iteration 2F (83903.590000 sec): 3 clusters
  Score: Raw -143717.957301 + Penalty 2312.828097 = -141405.129204
  nChanged 81
		SP:Iteration 3F (83903.750000 sec): 3 clusters
  Score: Raw -143800.288709 + Penalty 2312.828097 = -141487.460612
  nChanged 56
		SP:Iteration 4Q (83903.940000 sec): 3 clusters
  Score: Raw -143867.236965 + Penalty 2312.828097 = -141554.408868
  nChanged 54
		SP:Iteration 5Q (83904.090000 sec): 3 clusters
  Score: Raw -143936.841615 + Penalty 2312.828097 = -141624.013519
  nChanged 45
		SP:Iteration 6Q (83904.290000 sec): 3 clusters
  Score: Raw -143995.442772 + Penalty 2312.828097 = -141682.614675
  nChanged 32
		SP:Iteration 7Q (83904.430000 sec): 3 clusters
  Score: Raw -144023.700036 + Penalty 2312.828097 = -141710.871939
  nChanged 28
		SP:Iteration 8Q (83904.610000 sec): 3 clusters
  Score: Raw -144053.096602 + Penalty 2312.828097 = -141740.268505
  nChanged 23
		SP:Iteration 9Q (83904.760000 sec): 3 clusters
  Score: Raw -144080.977130 + Penalty 2312.828097 = -141768.149034
  nChanged 18
		SP:Iteration 10Q (83904.940000 sec): 3 clusters
  Score: Raw -144100.407268 + Penalty 2312.828097 = -141787.579171
  nChanged 15
		SP:Iteration 11Q (83905.110000 sec): 3 clusters
  Score: Raw -144116.272662 + Penalty 2312.828097 = -141803.444565
  nChanged 11
		SP:Iteration 12Q (83905.310000 sec): 3 clusters
  Score: Raw -144125.370706 + Penalty 2312.828097 = -141812.542609
  nChanged 8
		SP:Iteration 13Q (83905.470000 sec): 3 clusters
  Score: Raw -144136.302508 + Penalty 2312.828097 = -141823.474411
  nChanged 9
		SP:Iteration 14Q (83905.660000 sec): 3 clusters
  Score: Raw -144148.563880 + Penalty 2312.828097 = -141835.735783
  nChanged 5
		SP:Iteration 15Q (83905.840000 sec): 3 clusters
  Score: Raw -144155.593750 + Penalty 2312.828097 = -141842.765654
  nChanged 8
		SP:Iteration 16Q (83906.010000 sec): 3 clusters
  Score: Raw -144170.225639 + Penalty 2312.828097 = -141857.397542
  nChanged 9
		SP:Iteration 17Q (83906.190000 sec): 3 clusters
  Score: Raw -144184.922455 + Penalty 2312.828097 = -141872.094358
  nChanged 9
		SP:Iteration 18Q (83906.370000 sec): 3 clusters
  Score: Raw -144201.527359 + Penalty 2312.828097 = -141888.699262
  nChanged 8
		SP:Iteration 19Q (83906.550000 sec): 3 clusters
  Score: Raw -144211.653360 + Penalty 2312.828097 = -141898.825263
  nChanged 8
		SP:Iteration 20F (83906.730000 sec): 3 clusters
  Score: Raw -144218.377829 + Penalty 2312.828097 = -141905.549733
  nChanged 3
		SP:Iteration 21Q (83906.910000 sec): 3 clusters
  Score: Raw -144220.581820 + Penalty 2312.828097 = -141907.753723
  nChanged 6
		SP:Iteration 22Q (83907.090000 sec): 3 clusters
  Score: Raw -144224.849373 + Penalty 2312.828097 = -141912.021276
  nChanged 3
		SP:Iteration 23Q (83907.280000 sec): 3 clusters
  Score: Raw -144227.755769 + Penalty 2312.828097 = -141914.927672
  nChanged 2
		SP:Iteration 24Q (83907.430000 sec): 3 clusters
  Score: Raw -144231.266512 + Penalty 2312.828097 = -141918.438415
  nChanged 3
		SP:Iteration 25Q (83907.610000 sec): 3 clusters
  Score: Raw -144237.104895 + Penalty 2312.828097 = -141924.276798
  nChanged 0
		SP:Iteration 26F (83907.830000 sec): 3 clusters
  Score: Raw -144237.104895 + Penalty 2312.828097 = -141924.276798
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 100 (1474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83907.880000 sec): 2 clusters
  Score: Raw -174044.454086 + Penalty 1185.556949 = -172858.897137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83908.110000 sec): 3 clusters
  Score: Raw -173483.803668 + Penalty 2371.113899 = -171112.689769
  nChanged 464
		SP:Iteration 1F (83908.300000 sec): 3 clusters
  Score: Raw -173790.224440 + Penalty 2371.113899 = -171419.110541
  nChanged 112
		SP:Iteration 2F (83908.440000 sec): 3 clusters
  Score: Raw -173872.421502 + Penalty 2371.113899 = -171501.307603
  nChanged 59
		SP:Iteration 3Q (83908.600000 sec): 3 clusters
  Score: Raw -173913.944250 + Penalty 2371.113899 = -171542.830351
  nChanged 37
		SP:Iteration 4Q (83908.760000 sec): 3 clusters
  Score: Raw -173944.681663 + Penalty 2371.113899 = -171573.567765
  nChanged 31
		SP:Iteration 5Q (83908.940000 sec): 3 clusters
  Score: Raw -173965.521893 + Penalty 2371.113899 = -171594.407994
  nChanged 28
		SP:Iteration 6Q (83909.150000 sec): 3 clusters
  Score: Raw -173986.064192 + Penalty 2371.113899 = -171614.950293
  nChanged 27
		SP:Iteration 7Q (83909.330000 sec): 3 clusters
  Score: Raw -174007.300035 + Penalty 2371.113899 = -171636.186137
  nChanged 25
		SP:Iteration 8Q (83909.480000 sec): 3 clusters
  Score: Raw -174030.465903 + Penalty 2371.113899 = -171659.352004
  nChanged 23
		SP:Iteration 9Q (83909.690000 sec): 3 clusters
  Score: Raw -174044.151336 + Penalty 2371.113899 = -171673.037437
  nChanged 13
		SP:Iteration 10Q (83909.800000 sec): 3 clusters
  Score: Raw -174054.244128 + Penalty 2371.113899 = -171683.130229
  nChanged 13
		SP:Iteration 11Q (83910.010000 sec): 3 clusters
  Score: Raw -174065.324333 + Penalty 2371.113899 = -171694.210434
  nChanged 15
		SP:Iteration 12Q (83910.180000 sec): 3 clusters
  Score: Raw -174078.731750 + Penalty 2371.113899 = -171707.617851
  nChanged 18
		SP:Iteration 13Q (83910.410000 sec): 3 clusters
  Score: Raw -174089.489582 + Penalty 2371.113899 = -171718.375683
  nChanged 9
		SP:Iteration 14Q (83910.580000 sec): 3 clusters
  Score: Raw -174095.751132 + Penalty 2371.113899 = -171724.637233
  nChanged 10
		SP:Iteration 15Q (83910.740000 sec): 3 clusters
  Score: Raw -174100.675176 + Penalty 2371.113899 = -171729.561277
  nChanged 13
		SP:Iteration 16Q (83910.930000 sec): 3 clusters
  Score: Raw -174107.887859 + Penalty 2371.113899 = -171736.773960
  nChanged 13
		SP:Iteration 17Q (83911.130000 sec): 3 clusters
  Score: Raw -174116.607114 + Penalty 2371.113899 = -171745.493215
  nChanged 5
		SP:Iteration 18Q (83911.270000 sec): 3 clusters
  Score: Raw -174119.409067 + Penalty 2371.113899 = -171748.295168
  nChanged 3
		SP:Iteration 19Q (83911.470000 sec): 3 clusters
  Score: Raw -174121.317129 + Penalty 2371.113899 = -171750.203230
  nChanged 0
		SP:Iteration 20F (83911.670000 sec): 3 clusters
  Score: Raw -174121.317129 + Penalty 2371.113899 = -171750.203230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 102 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83911.750000 sec): 2 clusters
  Score: Raw -20126.479767 + Penalty 853.494432 = -19272.985335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83911.940000 sec): 3 clusters
  Score: Raw -20307.338464 + Penalty 1706.988864 = -18600.349600
  nChanged 40
		SP:Iteration 1F (83912.070000 sec): 3 clusters
  Score: Raw -20434.421986 + Penalty 1706.988864 = -18727.433122
  nChanged 11
		SP:Iteration 2F (83912.280000 sec): 3 clusters
  Score: Raw -20465.597890 + Penalty 1706.988864 = -18758.609026
  nChanged 4
		SP:Iteration 3Q (83912.460000 sec): 3 clusters
  Score: Raw -20472.095118 + Penalty 1706.988864 = -18765.106254
  nChanged 2
		SP:Iteration 4Q (83912.670000 sec): 3 clusters
  Score: Raw -20474.458430 + Penalty 1706.988864 = -18767.469566
  nChanged 2
		SP:Iteration 5Q (83912.800000 sec): 3 clusters
  Score: Raw -20477.944860 + Penalty 1706.988864 = -18770.955996
  nChanged 1
		SP:Iteration 6Q (83912.980000 sec): 3 clusters
  Score: Raw -20479.720084 + Penalty 1706.988864 = -18772.731220
  nChanged 0
		SP:Iteration 7F (83913.160000 sec): 3 clusters
  Score: Raw -20479.720084 + Penalty 1706.988864 = -18772.731220
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 103 (838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83913.270000 sec): 2 clusters
  Score: Raw -95095.308080 + Penalty 1093.790441 = -94001.517639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83913.490000 sec): 3 clusters
  Score: Raw -94886.932703 + Penalty 2187.580883 = -92699.351820
  nChanged 227
		SP:Iteration 1F (83913.680000 sec): 3 clusters
  Score: Raw -95163.401434 + Penalty 2187.580883 = -92975.820552
  nChanged 62
		SP:Iteration 2F (83913.830000 sec): 3 clusters
  Score: Raw -95269.966409 + Penalty 2187.580883 = -93082.385526
  nChanged 33
		SP:Iteration 3Q (83914.010000 sec): 3 clusters
  Score: Raw -95317.371465 + Penalty 2187.580883 = -93129.790583
  nChanged 26
		SP:Iteration 4Q (83914.180000 sec): 3 clusters
  Score: Raw -95365.148580 + Penalty 2187.580883 = -93177.567697
  nChanged 33
		SP:Iteration 5Q (83914.370000 sec): 3 clusters
  Score: Raw -95419.555335 + Penalty 2187.580883 = -93231.974453
  nChanged 33
		SP:Iteration 6Q (83914.550000 sec): 3 clusters
  Score: Raw -95480.314499 + Penalty 2187.580883 = -93292.733616
  nChanged 29
		SP:Iteration 7Q (83914.750000 sec): 3 clusters
  Score: Raw -95516.233760 + Penalty 2187.580883 = -93328.652877
  nChanged 14
		SP:Iteration 8Q (83914.910000 sec): 3 clusters
  Score: Raw -95536.265948 + Penalty 2187.580883 = -93348.685065
  nChanged 5
		SP:Iteration 9Q (83915.110000 sec): 3 clusters
  Score: Raw -95541.703877 + Penalty 2187.580883 = -93354.122994
  nChanged 6
		SP:Iteration 10Q (83915.250000 sec): 3 clusters
  Score: Raw -95549.018559 + Penalty 2187.580883 = -93361.437676
  nChanged 3
		SP:Iteration 11Q (83915.400000 sec): 3 clusters
  Score: Raw -95551.614652 + Penalty 2187.580883 = -93364.033769
  nChanged 4
		SP:Iteration 12Q (83915.570000 sec): 3 clusters
  Score: Raw -95555.033081 + Penalty 2187.580883 = -93367.452199
  nChanged 2
		SP:Iteration 13Q (83915.750000 sec): 3 clusters
  Score: Raw -95555.912880 + Penalty 2187.580883 = -93368.331997
  nChanged 1
		SP:Iteration 14Q (83915.970000 sec): 3 clusters
  Score: Raw -95556.720637 + Penalty 2187.580883 = -93369.139754
  nChanged 0
		SP:Iteration 15F (83916.140000 sec): 3 clusters
  Score: Raw -95556.720637 + Penalty 2187.580883 = -93369.139754
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 104 (3619 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83916.240000 sec): 2 clusters
  Score: Raw -421220.793205 + Penalty 1331.517366 = -419889.275839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83916.430000 sec): 3 clusters
  Score: Raw -419455.979094 + Penalty 2663.034733 = -416792.944361
  nChanged 1411
		SP:Iteration 1F (83916.610000 sec): 3 clusters
  Score: Raw -420226.123836 + Penalty 2663.034733 = -417563.089103
  nChanged 300
		SP:Iteration 2F (83916.800000 sec): 3 clusters
  Score: Raw -420408.553105 + Penalty 2663.034733 = -417745.518372
  nChanged 215
		SP:Iteration 3F (83916.940000 sec): 3 clusters
  Score: Raw -420540.077916 + Penalty 2663.034733 = -417877.043184
  nChanged 168
		SP:Iteration 4Q (83917.120000 sec): 3 clusters
  Score: Raw -420662.899433 + Penalty 2663.034733 = -417999.864701
  nChanged 168
		SP:Iteration 5Q (83917.310000 sec): 3 clusters
  Score: Raw -420776.467827 + Penalty 2663.034733 = -418113.433094
  nChanged 146
		SP:Iteration 6Q (83917.480000 sec): 3 clusters
  Score: Raw -420878.980431 + Penalty 2663.034733 = -418215.945698
  nChanged 146
		SP:Iteration 7Q (83917.690000 sec): 3 clusters
  Score: Raw -420980.801780 + Penalty 2663.034733 = -418317.767048
  nChanged 142
		SP:Iteration 8Q (83917.900000 sec): 3 clusters
  Score: Raw -421103.323218 + Penalty 2663.034733 = -418440.288486
  nChanged 165
		SP:Iteration 9Q (83918.100000 sec): 3 clusters
  Score: Raw -421263.777532 + Penalty 2663.034733 = -418600.742799
  nChanged 168
		SP:Iteration 10Q (83918.290000 sec): 3 clusters
  Score: Raw -421470.434864 + Penalty 2663.034733 = -418807.400131
  nChanged 177
		SP:Iteration 11Q (83918.460000 sec): 3 clusters
  Score: Raw -421702.021651 + Penalty 2663.034733 = -419038.986918
  nChanged 165
		SP:Iteration 12Q (83918.640000 sec): 3 clusters
  Score: Raw -421887.696146 + Penalty 2663.034733 = -419224.661414
  nChanged 120
		SP:Iteration 13Q (83918.820000 sec): 3 clusters
  Score: Raw -421982.063376 + Penalty 2663.034733 = -419319.028643
  nChanged 76
		SP:Iteration 14Q (83919.020000 sec): 3 clusters
  Score: Raw -422030.663349 + Penalty 2663.034733 = -419367.628616
  nChanged 47
		SP:Iteration 15Q (83919.180000 sec): 3 clusters
  Score: Raw -422058.578973 + Penalty 2663.034733 = -419395.544241
  nChanged 38
		SP:Iteration 16Q (83919.340000 sec): 3 clusters
  Score: Raw -422079.013024 + Penalty 2663.034733 = -419415.978292
  nChanged 31
		SP:Iteration 17Q (83919.530000 sec): 3 clusters
  Score: Raw -422093.366110 + Penalty 2663.034733 = -419430.331378
  nChanged 28
		SP:Iteration 18Q (83919.740000 sec): 3 clusters
  Score: Raw -422110.497320 + Penalty 2663.034733 = -419447.462587
  nChanged 35
		SP:Iteration 19Q (83919.920000 sec): 3 clusters
  Score: Raw -422124.574937 + Penalty 2663.034733 = -419461.540205
  nChanged 28
		SP:Iteration 20F (83920.090000 sec): 3 clusters
  Score: Raw -422135.853799 + Penalty 2663.034733 = -419472.819067
  nChanged 17
		SP:Iteration 21Q (83920.270000 sec): 3 clusters
  Score: Raw -422145.015494 + Penalty 2663.034733 = -419481.980762
  nChanged 14
		SP:Iteration 22Q (83920.440000 sec): 3 clusters
  Score: Raw -422152.856527 + Penalty 2663.034733 = -419489.821794
  nChanged 13
		SP:Iteration 23Q (83920.660000 sec): 3 clusters
  Score: Raw -422156.631545 + Penalty 2663.034733 = -419493.596812
  nChanged 7
		SP:Iteration 24Q (83920.830000 sec): 3 clusters
  Score: Raw -422157.893562 + Penalty 2663.034733 = -419494.858829
  nChanged 6
		SP:Iteration 25Q (83921.010000 sec): 3 clusters
  Score: Raw -422160.234007 + Penalty 2663.034733 = -419497.199274
  nChanged 6
		SP:Iteration 26Q (83921.230000 sec): 3 clusters
  Score: Raw -422161.370025 + Penalty 2663.034733 = -419498.335293
  nChanged 1
		SP:Iteration 27Q (83921.370000 sec): 3 clusters
  Score: Raw -422161.474124 + Penalty 2663.034733 = -419498.439391
  nChanged 0
		SP:Iteration 28F (83921.580000 sec): 3 clusters
  Score: Raw -422161.474124 + Penalty 2663.034733 = -419498.439391
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 105 (2321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83921.680000 sec): 2 clusters
  Score: Raw -275591.441029 + Penalty 1259.334929 = -274332.106101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83921.840000 sec): 3 clusters
  Score: Raw -274531.463318 + Penalty 2518.669857 = -272012.793461
  nChanged 844
		SP:Iteration 1F (83922.060000 sec): 3 clusters
  Score: Raw -275054.464704 + Penalty 2518.669857 = -272535.794847
  nChanged 175
		SP:Iteration 2F (83922.260000 sec): 3 clusters
  Score: Raw -275163.246042 + Penalty 2518.669857 = -272644.576185
  nChanged 102
		SP:Iteration 3Q (83922.400000 sec): 3 clusters
  Score: Raw -275232.490678 + Penalty 2518.669857 = -272713.820821
  nChanged 91
		SP:Iteration 4Q (83922.580000 sec): 3 clusters
  Score: Raw -275292.842082 + Penalty 2518.669857 = -272774.172225
  nChanged 66
		SP:Iteration 5Q (83922.750000 sec): 3 clusters
  Score: Raw -275332.202973 + Penalty 2518.669857 = -272813.533116
  nChanged 50
		SP:Iteration 6Q (83922.900000 sec): 3 clusters
  Score: Raw -275361.238759 + Penalty 2518.669857 = -272842.568902
  nChanged 48
		SP:Iteration 7Q (83923.080000 sec): 3 clusters
  Score: Raw -275385.650536 + Penalty 2518.669857 = -272866.980679
  nChanged 35
		SP:Iteration 8Q (83923.220000 sec): 3 clusters
  Score: Raw -275400.508868 + Penalty 2518.669857 = -272881.839011
  nChanged 22
		SP:Iteration 9Q (83923.370000 sec): 3 clusters
  Score: Raw -275409.323340 + Penalty 2518.669857 = -272890.653483
  nChanged 15
		SP:Iteration 10Q (83923.500000 sec): 3 clusters
  Score: Raw -275415.763509 + Penalty 2518.669857 = -272897.093652
  nChanged 14
		SP:Iteration 11Q (83923.650000 sec): 3 clusters
  Score: Raw -275420.120121 + Penalty 2518.669857 = -272901.450264
  nChanged 10
		SP:Iteration 12Q (83923.840000 sec): 3 clusters
  Score: Raw -275423.340972 + Penalty 2518.669857 = -272904.671115
  nChanged 9
		SP:Iteration 13Q (83924.020000 sec): 3 clusters
  Score: Raw -275426.108202 + Penalty 2518.669857 = -272907.438345
  nChanged 14
		SP:Iteration 14Q (83924.180000 sec): 3 clusters
  Score: Raw -275431.907202 + Penalty 2518.669857 = -272913.237345
  nChanged 11
		SP:Iteration 15Q (83924.350000 sec): 3 clusters
  Score: Raw -275437.390510 + Penalty 2518.669857 = -272918.720653
  nChanged 11
		SP:Iteration 16Q (83924.550000 sec): 3 clusters
  Score: Raw -275440.751606 + Penalty 2518.669857 = -272922.081749
  nChanged 5
		SP:Iteration 17Q (83924.740000 sec): 3 clusters
  Score: Raw -275442.025952 + Penalty 2518.669857 = -272923.356095
  nChanged 4
		SP:Iteration 18Q (83924.920000 sec): 3 clusters
  Score: Raw -275443.457104 + Penalty 2518.669857 = -272924.787247
  nChanged 6
		SP:Iteration 19Q (83925.100000 sec): 3 clusters
  Score: Raw -275445.644168 + Penalty 2518.669857 = -272926.974311
  nChanged 5
		SP:Iteration 20F (83925.260000 sec): 3 clusters
  Score: Raw -275446.661474 + Penalty 2518.669857 = -272927.991617
  nChanged 1
		SP:Iteration 21Q (83925.440000 sec): 3 clusters
  Score: Raw -275446.947222 + Penalty 2518.669857 = -272928.277365
  nChanged 1
		SP:Iteration 22Q (83925.630000 sec): 3 clusters
  Score: Raw -275447.114772 + Penalty 2518.669857 = -272928.444915
  nChanged 2
		SP:Iteration 23Q (83925.780000 sec): 3 clusters
  Score: Raw -275447.921318 + Penalty 2518.669857 = -272929.251461
  nChanged 2
		SP:Iteration 24Q (83926.000000 sec): 3 clusters
  Score: Raw -275449.172451 + Penalty 2518.669857 = -272930.502594
  nChanged 1
		SP:Iteration 25Q (83926.170000 sec): 3 clusters
  Score: Raw -275449.325520 + Penalty 2518.669857 = -272930.655662
  nChanged 2
		SP:Iteration 26Q (83926.340000 sec): 3 clusters
  Score: Raw -275449.703728 + Penalty 2518.669857 = -272931.033871
  nChanged 2
		SP:Iteration 27Q (83926.540000 sec): 3 clusters
  Score: Raw -275449.950661 + Penalty 2518.669857 = -272931.280804
  nChanged 0
		SP:Iteration 28F (83926.760000 sec): 3 clusters
  Score: Raw -275449.950661 + Penalty 2518.669857 = -272931.280804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 107 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (83926.830000 sec): 2 clusters
  Score: Raw -32477.976845 + Penalty 914.488431 = -31563.488414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (83926.990000 sec): 3 clusters
  Score: Raw -32510.066490 + Penalty 1828.976862 = -30681.089628
  nChanged 41
		SP:Iteration 1F (83927.160000 sec): 3 clusters
  Score: Raw -32608.522539 + Penalty 1828.976862 = -30779.545677
  nChanged 10
		SP:Iteration 2Q (83927.330000 sec): 3 clusters
  Score: Raw -32630.384132 + Penalty 1828.976862 = -30801.407270
  nChanged 3
		SP:Iteration 3Q (83927.500000 sec): 3 clusters
  Score: Raw -32636.201686 + Penalty 1828.976862 = -30807.224824
  nChanged 1
		SP:Iteration 4Q (83927.680000 sec): 3 clusters
  Score: Raw -32638.064643 + Penalty 1828.976862 = -30809.087781
  nChanged 0
		SP:Iteration 5F (83927.840000 sec): 3 clusters
  Score: Raw -32638.064643 + Penalty 1828.976862 = -30809.087781
  nChanged 0
Iteration 179Q (84060.180000 sec): 112 clusters
  Score: Raw -106202812.692949 + Penalty 247493.645135 = -105955319.047814
  nChanged 893
Deleting Class 1 (179 points): Lose 2156.092796 but Gain 2229.672479
Iteration 180F (84264.710000 sec): 111 clusters
  Score: Raw -106201508.731738 + Penalty 245263.972657 = -105956244.759081
  nChanged 1190
Iteration 181Q (84396.340000 sec): 111 clusters
  Score: Raw -106202862.649585 + Penalty 245263.972657 = -105957598.676928
  nChanged 724
Iteration 182Q (84538.110000 sec): 111 clusters
  Score: Raw -106203446.124236 + Penalty 245263.972657 = -105958182.151579
  nChanged 535
Iteration 183Q (84680.380000 sec): 111 clusters
  Score: Raw -106203678.540765 + Penalty 245263.972657 = -105958414.568108
  nChanged 420
Iteration 184Q (84832.860000 sec): 111 clusters
  Score: Raw -106203866.713695 + Penalty 245263.972657 = -105958602.741038
  nChanged 360
Iteration 185Q (85046.030000 sec): 111 clusters
  Score: Raw -106203968.572775 + Penalty 245263.972657 = -105958704.600119
  nChanged 329
Iteration 186Q (85282.800000 sec): 111 clusters
  Score: Raw -106204069.639660 + Penalty 245263.972657 = -105958805.667003
  nChanged 269
Iteration 187Q (85513.510000 sec): 111 clusters
  Score: Raw -106204126.904851 + Penalty 245263.972657 = -105958862.932194
  nChanged 242
Iteration 188Q (85720.960000 sec): 111 clusters
  Score: Raw -106204199.263142 + Penalty 245263.972657 = -105958935.290485
  nChanged 220
Iteration 189Q (85862.130000 sec): 111 clusters
  Score: Raw -106204244.584587 + Penalty 245263.972657 = -105958980.611931
  nChanged 175
Iteration 190Q (86027.930000 sec): 111 clusters
  Score: Raw -106204273.485140 + Penalty 245263.972657 = -105959009.512483
  nChanged 166
Iteration 191Q (86267.960000 sec): 111 clusters
  Score: Raw -106204300.169984 + Penalty 245263.972657 = -105959036.197327
  nChanged 159
Iteration 192Q (86523.900000 sec): 111 clusters
  Score: Raw -106204325.761316 + Penalty 245263.972657 = -105959061.788659
  nChanged 151
Iteration 193Q (86760.880000 sec): 111 clusters
  Score: Raw -106204349.741250 + Penalty 245263.972657 = -105959085.768593
  nChanged 138
Iteration 194Q (86983.640000 sec): 111 clusters
  Score: Raw -106204371.427650 + Penalty 245263.972657 = -105959107.454993
  nChanged 132
Iteration 195Q (87131.700000 sec): 111 clusters
  Score: Raw -106204390.212842 + Penalty 245263.972657 = -105959126.240185
  nChanged 120
Iteration 196Q (87252.520000 sec): 111 clusters
  Score: Raw -106204410.492356 + Penalty 245263.972657 = -105959146.519699
  nChanged 129
Iteration 197Q (87375.020000 sec): 111 clusters
  Score: Raw -106204422.497827 + Penalty 245263.972657 = -105959158.525170
  nChanged 119
Iteration 198Q (87552.930000 sec): 111 clusters
  Score: Raw -106204432.395297 + Penalty 245263.972657 = -105959168.422640
  nChanged 109
Iteration 199Q (87800.080000 sec): 111 clusters
  Score: Raw -106204442.033614 + Penalty 245263.972657 = -105959178.060958
  nChanged 100
Iteration 200F (88099.510000 sec): 111 clusters
  Score: Raw -106204476.731150 + Penalty 245263.972657 = -105959212.758493
  nChanged 114
Iteration 201Q (88334.630000 sec): 111 clusters
  Score: Raw -106204510.654373 + Penalty 245263.972657 = -105959246.681716
  nChanged 132
Iteration 202Q (88536.660000 sec): 111 clusters
  Score: Raw -106204533.796319 + Penalty 245263.972657 = -105959269.823662
  nChanged 130
Iteration 203Q (88749.240000 sec): 111 clusters
  Score: Raw -106204557.197927 + Penalty 245263.972657 = -105959293.225270
  nChanged 127
Iteration 204Q (88988.820000 sec): 111 clusters
  Score: Raw -106204573.388389 + Penalty 245263.972657 = -105959309.415732
  nChanged 130
Iteration 205Q (89222.430000 sec): 111 clusters
  Score: Raw -106204594.164912 + Penalty 245263.972657 = -105959330.192255
  nChanged 124
Iteration 206Q (89469.300000 sec): 111 clusters
  Score: Raw -106204610.085493 + Penalty 245263.972657 = -105959346.112836
  nChanged 88
Iteration 207Q (89718.880000 sec): 111 clusters
  Score: Raw -106204621.271804 + Penalty 245263.972657 = -105959357.299148
  nChanged 81
Iteration 208Q (89957.410000 sec): 111 clusters
  Score: Raw -106204631.986187 + Penalty 245263.972657 = -105959368.013530
  nChanged 82
Iteration 209Q (90148.550000 sec): 111 clusters
  Score: Raw -106204642.543880 + Penalty 245263.972657 = -105959378.571223
  nChanged 63
Iteration 210Q (90292.540000 sec): 111 clusters
  Score: Raw -106204651.395470 + Penalty 245263.972657 = -105959387.422813
  nChanged 75
Iteration 211Q (90423.560000 sec): 111 clusters
  Score: Raw -106204661.390901 + Penalty 245263.972657 = -105959397.418244
  nChanged 79
Iteration 212Q (90545.790000 sec): 111 clusters
  Score: Raw -106204669.759648 + Penalty 245263.972657 = -105959405.786991
  nChanged 65
Iteration 213Q (90662.470000 sec): 111 clusters
  Score: Raw -106204676.891393 + Penalty 245263.972657 = -105959412.918736
  nChanged 66
Iteration 214Q (90783.010000 sec): 111 clusters
  Score: Raw -106204683.038064 + Penalty 245263.972657 = -105959419.065408
  nChanged 57
Iteration 215Q (90908.440000 sec): 111 clusters
  Score: Raw -106204690.213699 + Penalty 245263.972657 = -105959426.241042
  nChanged 68
Iteration 216Q (91035.700000 sec): 111 clusters
  Score: Raw -106204698.864734 + Penalty 245263.972657 = -105959434.892077
  nChanged 64
Iteration 217Q (91163.160000 sec): 111 clusters
  Score: Raw -106204712.518693 + Penalty 245263.972657 = -105959448.546037
  nChanged 70
Iteration 218Q (91294.740000 sec): 111 clusters
  Score: Raw -106204728.438971 + Penalty 245263.972657 = -105959464.466314
  nChanged 86
Writing temp clu file 
Because OldScore, -105959448.546037, is greater than current (better) Score,-105959464.466314 
 Compute initial score before splitting:   Score: Raw -106204728.438971 + Penalty 245263.972657 = -105959464.466314
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 2 (844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91295.060000 sec): 2 clusters
  Score: Raw -98119.215097 + Penalty 1094.949780 = -97024.265317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91295.210000 sec): 3 clusters
  Score: Raw -97867.368571 + Penalty 2189.899561 = -95677.469010
  nChanged 248
		SP:Iteration 1F (91295.390000 sec): 3 clusters
  Score: Raw -98084.933130 + Penalty 2189.899561 = -95895.033569
  nChanged 63
		SP:Iteration 2F (91295.550000 sec): 3 clusters
  Score: Raw -98149.740591 + Penalty 2189.899561 = -95959.841030
  nChanged 35
		SP:Iteration 3Q (91295.700000 sec): 3 clusters
  Score: Raw -98190.209255 + Penalty 2189.899561 = -96000.309694
  nChanged 29
		SP:Iteration 4Q (91295.900000 sec): 3 clusters
  Score: Raw -98226.916566 + Penalty 2189.899561 = -96037.017005
  nChanged 23
		SP:Iteration 5Q (91296.080000 sec): 3 clusters
  Score: Raw -98248.743040 + Penalty 2189.899561 = -96058.843479
  nChanged 17
		SP:Iteration 6Q (91296.210000 sec): 3 clusters
  Score: Raw -98270.672201 + Penalty 2189.899561 = -96080.772640
  nChanged 18
		SP:Iteration 7Q (91296.420000 sec): 3 clusters
  Score: Raw -98294.394593 + Penalty 2189.899561 = -96104.495033
  nChanged 16
		SP:Iteration 8Q (91296.540000 sec): 3 clusters
  Score: Raw -98306.648553 + Penalty 2189.899561 = -96116.748993
  nChanged 13
		SP:Iteration 9Q (91296.680000 sec): 3 clusters
  Score: Raw -98330.077409 + Penalty 2189.899561 = -96140.177848
  nChanged 16
		SP:Iteration 10Q (91296.820000 sec): 3 clusters
  Score: Raw -98354.778580 + Penalty 2189.899561 = -96164.879019
  nChanged 24
		SP:Iteration 11Q (91296.990000 sec): 3 clusters
  Score: Raw -98395.445964 + Penalty 2189.899561 = -96205.546403
  nChanged 21
		SP:Iteration 12Q (91297.150000 sec): 3 clusters
  Score: Raw -98423.332232 + Penalty 2189.899561 = -96233.432671
  nChanged 14
		SP:Iteration 13Q (91297.290000 sec): 3 clusters
  Score: Raw -98443.580317 + Penalty 2189.899561 = -96253.680756
  nChanged 12
		SP:Iteration 14Q (91297.450000 sec): 3 clusters
  Score: Raw -98459.886513 + Penalty 2189.899561 = -96269.986953
  nChanged 9
		SP:Iteration 15Q (91297.650000 sec): 3 clusters
  Score: Raw -98471.780907 + Penalty 2189.899561 = -96281.881346
  nChanged 7
		SP:Iteration 16Q (91297.840000 sec): 3 clusters
  Score: Raw -98479.819609 + Penalty 2189.899561 = -96289.920049
  nChanged 6
		SP:Iteration 17Q (91298.030000 sec): 3 clusters
  Score: Raw -98487.443064 + Penalty 2189.899561 = -96297.543503
  nChanged 8
		SP:Iteration 18Q (91298.190000 sec): 3 clusters
  Score: Raw -98493.877306 + Penalty 2189.899561 = -96303.977746
  nChanged 5
		SP:Iteration 19Q (91298.350000 sec): 3 clusters
  Score: Raw -98501.734429 + Penalty 2189.899561 = -96311.834868
  nChanged 5
		SP:Iteration 20F (91298.530000 sec): 3 clusters
  Score: Raw -98506.370541 + Penalty 2189.899561 = -96316.470980
  nChanged 3
		SP:Iteration 21Q (91298.720000 sec): 3 clusters
  Score: Raw -98508.418848 + Penalty 2189.899561 = -96318.519288
  nChanged 2
		SP:Iteration 22Q (91298.860000 sec): 3 clusters
  Score: Raw -98509.653103 + Penalty 2189.899561 = -96319.753542
  nChanged 1
		SP:Iteration 23Q (91299.030000 sec): 3 clusters
  Score: Raw -98510.740851 + Penalty 2189.899561 = -96320.841290
  nChanged 4
		SP:Iteration 24Q (91299.210000 sec): 3 clusters
  Score: Raw -98514.916420 + Penalty 2189.899561 = -96325.016859
  nChanged 3
		SP:Iteration 25Q (91299.350000 sec): 3 clusters
  Score: Raw -98518.040354 + Penalty 2189.899561 = -96328.140793
  nChanged 5
		SP:Iteration 26Q (91299.550000 sec): 3 clusters
  Score: Raw -98523.663437 + Penalty 2189.899561 = -96333.763877
  nChanged 4
		SP:Iteration 27Q (91299.700000 sec): 3 clusters
  Score: Raw -98527.700534 + Penalty 2189.899561 = -96337.800973
  nChanged 2
		SP:Iteration 28Q (91299.890000 sec): 3 clusters
  Score: Raw -98529.423433 + Penalty 2189.899561 = -96339.523872
  nChanged 1
		SP:Iteration 29Q (91300.050000 sec): 3 clusters
  Score: Raw -98531.120037 + Penalty 2189.899561 = -96341.220476
  nChanged 0
		SP:Iteration 30F (91300.210000 sec): 3 clusters
  Score: Raw -98531.120037 + Penalty 2189.899561 = -96341.220476
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 3 (1024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91300.350000 sec): 2 clusters
  Score: Raw -104909.388856 + Penalty 1126.364168 = -103783.024687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91300.540000 sec): 3 clusters
  Score: Raw -104615.103951 + Penalty 2252.728337 = -102362.375614
  nChanged 331
		SP:Iteration 1F (91300.680000 sec): 3 clusters
  Score: Raw -105019.065518 + Penalty 2252.728337 = -102766.337181
  nChanged 87
		SP:Iteration 2F (91300.880000 sec): 3 clusters
  Score: Raw -105118.369246 + Penalty 2252.728337 = -102865.640909
  nChanged 41
		SP:Iteration 3Q (91301.060000 sec): 3 clusters
  Score: Raw -105170.577541 + Penalty 2252.728337 = -102917.849204
  nChanged 32
		SP:Iteration 4Q (91301.220000 sec): 3 clusters
  Score: Raw -105208.117774 + Penalty 2252.728337 = -102955.389437
  nChanged 25
		SP:Iteration 5Q (91301.400000 sec): 3 clusters
  Score: Raw -105245.190052 + Penalty 2252.728337 = -102992.461715
  nChanged 25
		SP:Iteration 6Q (91301.550000 sec): 3 clusters
  Score: Raw -105288.440379 + Penalty 2252.728337 = -103035.712043
  nChanged 20
		SP:Iteration 7Q (91301.760000 sec): 3 clusters
  Score: Raw -105310.805117 + Penalty 2252.728337 = -103058.076780
  nChanged 13
		SP:Iteration 8Q (91301.910000 sec): 3 clusters
  Score: Raw -105326.772553 + Penalty 2252.728337 = -103074.044217
  nChanged 10
		SP:Iteration 9Q (91302.080000 sec): 3 clusters
  Score: Raw -105339.080944 + Penalty 2252.728337 = -103086.352607
  nChanged 10
		SP:Iteration 10Q (91302.260000 sec): 3 clusters
  Score: Raw -105359.086850 + Penalty 2252.728337 = -103106.358513
  nChanged 16
		SP:Iteration 11Q (91302.450000 sec): 3 clusters
  Score: Raw -105381.863222 + Penalty 2252.728337 = -103129.134886
  nChanged 12
		SP:Iteration 12Q (91302.610000 sec): 3 clusters
  Score: Raw -105410.310119 + Penalty 2252.728337 = -103157.581782
  nChanged 10
		SP:Iteration 13Q (91302.770000 sec): 3 clusters
  Score: Raw -105420.967739 + Penalty 2252.728337 = -103168.239403
  nChanged 7
		SP:Iteration 14Q (91302.980000 sec): 3 clusters
  Score: Raw -105427.103346 + Penalty 2252.728337 = -103174.375009
  nChanged 5
		SP:Iteration 15Q (91303.130000 sec): 3 clusters
  Score: Raw -105432.148892 + Penalty 2252.728337 = -103179.420555
  nChanged 7
		SP:Iteration 16Q (91303.310000 sec): 3 clusters
  Score: Raw -105441.394003 + Penalty 2252.728337 = -103188.665666
  nChanged 4
		SP:Iteration 17Q (91303.500000 sec): 3 clusters
  Score: Raw -105445.211123 + Penalty 2252.728337 = -103192.482786
  nChanged 2
		SP:Iteration 18Q (91303.630000 sec): 3 clusters
  Score: Raw -105445.929927 + Penalty 2252.728337 = -103193.201591
  nChanged 2
		SP:Iteration 19Q (91303.800000 sec): 3 clusters
  Score: Raw -105447.154915 + Penalty 2252.728337 = -103194.426578
  nChanged 0
		SP:Iteration 20F (91303.980000 sec): 3 clusters
  Score: Raw -105447.154915 + Penalty 2252.728337 = -103194.426578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 4 (1811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91304.090000 sec): 2 clusters
  Score: Raw -203677.130171 + Penalty 1219.015599 = -202458.114572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91304.280000 sec): 3 clusters
  Score: Raw -202942.182745 + Penalty 2438.031199 = -200504.151546
  nChanged 633
		SP:Iteration 1F (91304.420000 sec): 3 clusters
  Score: Raw -203362.083343 + Penalty 2438.031199 = -200924.052144
  nChanged 140
		SP:Iteration 2F (91304.610000 sec): 3 clusters
  Score: Raw -203601.568030 + Penalty 2438.031199 = -201163.536831
  nChanged 129
		SP:Iteration 3F (91304.760000 sec): 3 clusters
  Score: Raw -203811.086634 + Penalty 2438.031199 = -201373.055436
  nChanged 114
		SP:Iteration 4F (91304.900000 sec): 3 clusters
  Score: Raw -203974.146090 + Penalty 2438.031199 = -201536.114891
  nChanged 109
		SP:Iteration 5F (91305.040000 sec): 3 clusters
  Score: Raw -204116.275149 + Penalty 2438.031199 = -201678.243950
  nChanged 95
		SP:Iteration 6F (91305.190000 sec): 3 clusters
  Score: Raw -204216.009520 + Penalty 2438.031199 = -201777.978321
  nChanged 70
		SP:Iteration 7Q (91305.380000 sec): 3 clusters
  Score: Raw -204298.126250 + Penalty 2438.031199 = -201860.095051
  nChanged 63
		SP:Iteration 8Q (91305.530000 sec): 3 clusters
  Score: Raw -204361.425403 + Penalty 2438.031199 = -201923.394204
  nChanged 45
		SP:Iteration 9Q (91305.720000 sec): 3 clusters
  Score: Raw -204397.195127 + Penalty 2438.031199 = -201959.163929
  nChanged 30
		SP:Iteration 10Q (91305.880000 sec): 3 clusters
  Score: Raw -204420.518485 + Penalty 2438.031199 = -201982.487287
  nChanged 27
		SP:Iteration 11Q (91306.110000 sec): 3 clusters
  Score: Raw -204443.964037 + Penalty 2438.031199 = -202005.932839
  nChanged 24
		SP:Iteration 12Q (91306.290000 sec): 3 clusters
  Score: Raw -204460.364493 + Penalty 2438.031199 = -202022.333294
  nChanged 11
		SP:Iteration 13Q (91306.440000 sec): 3 clusters
  Score: Raw -204468.957070 + Penalty 2438.031199 = -202030.925871
  nChanged 16
		SP:Iteration 14Q (91306.620000 sec): 3 clusters
  Score: Raw -204476.413074 + Penalty 2438.031199 = -202038.381875
  nChanged 11
		SP:Iteration 15Q (91306.810000 sec): 3 clusters
  Score: Raw -204482.386047 + Penalty 2438.031199 = -202044.354848
  nChanged 3
		SP:Iteration 16Q (91306.970000 sec): 3 clusters
  Score: Raw -204485.774203 + Penalty 2438.031199 = -202047.743004
  nChanged 3
		SP:Iteration 17Q (91307.120000 sec): 3 clusters
  Score: Raw -204489.287568 + Penalty 2438.031199 = -202051.256369
  nChanged 2
		SP:Iteration 18Q (91307.260000 sec): 3 clusters
  Score: Raw -204490.283981 + Penalty 2438.031199 = -202052.252782
  nChanged 0
		SP:Iteration 19F (91307.430000 sec): 3 clusters
  Score: Raw -204490.283981 + Penalty 2438.031199 = -202052.252782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 5 (16677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91307.640000 sec): 2 clusters
  Score: Raw -2082703.568069 + Penalty 1579.790193 = -2081123.777876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91307.920000 sec): 3 clusters
  Score: Raw -2072905.906443 + Penalty 3159.580386 = -2069746.326057
  nChanged 7389
		SP:Iteration 1F (91308.160000 sec): 3 clusters
  Score: Raw -2076905.409373 + Penalty 3159.580386 = -2073745.828987
  nChanged 828
		SP:Iteration 2Q (91308.410000 sec): 3 clusters
  Score: Raw -2077185.999188 + Penalty 3159.580386 = -2074026.418801
  nChanged 725
		SP:Iteration 3Q (91308.640000 sec): 3 clusters
  Score: Raw -2077432.999845 + Penalty 3159.580386 = -2074273.419458
  nChanged 689
		SP:Iteration 4Q (91308.900000 sec): 3 clusters
  Score: Raw -2077692.387999 + Penalty 3159.580386 = -2074532.807613
  nChanged 732
		SP:Iteration 5Q (91309.130000 sec): 3 clusters
  Score: Raw -2078003.042829 + Penalty 3159.580386 = -2074843.462443
  nChanged 779
		SP:Iteration 6Q (91309.420000 sec): 3 clusters
  Score: Raw -2078379.639728 + Penalty 3159.580386 = -2075220.059342
  nChanged 859
		SP:Iteration 7F (91309.650000 sec): 3 clusters
  Score: Raw -2078873.693976 + Penalty 3159.580386 = -2075714.113590
  nChanged 965
		SP:Iteration 8F (91309.920000 sec): 3 clusters
  Score: Raw -2079542.832942 + Penalty 3159.580386 = -2076383.252556
  nChanged 981
		SP:Iteration 9F (91310.160000 sec): 3 clusters
  Score: Raw -2080281.880432 + Penalty 3159.580386 = -2077122.300045
  nChanged 904
		SP:Iteration 10F (91310.390000 sec): 3 clusters
  Score: Raw -2081015.896679 + Penalty 3159.580386 = -2077856.316293
  nChanged 727
		SP:Iteration 11Q (91310.660000 sec): 3 clusters
  Score: Raw -2081614.189701 + Penalty 3159.580386 = -2078454.609315
  nChanged 519
		SP:Iteration 12Q (91310.940000 sec): 3 clusters
  Score: Raw -2082068.637632 + Penalty 3159.580386 = -2078909.057246
  nChanged 366
		SP:Iteration 13Q (91311.150000 sec): 3 clusters
  Score: Raw -2082387.633907 + Penalty 3159.580386 = -2079228.053521
  nChanged 204
		SP:Iteration 14Q (91311.390000 sec): 3 clusters
  Score: Raw -2082564.580275 + Penalty 3159.580386 = -2079404.999888
  nChanged 141
		SP:Iteration 15Q (91311.670000 sec): 3 clusters
  Score: Raw -2082691.759594 + Penalty 3159.580386 = -2079532.179208
  nChanged 82
		SP:Iteration 16Q (91311.920000 sec): 3 clusters
  Score: Raw -2082767.467973 + Penalty 3159.580386 = -2079607.887587
  nChanged 52
		SP:Iteration 17Q (91312.190000 sec): 3 clusters
  Score: Raw -2082809.385027 + Penalty 3159.580386 = -2079649.804641
  nChanged 30
		SP:Iteration 18Q (91312.380000 sec): 3 clusters
  Score: Raw -2082838.495624 + Penalty 3159.580386 = -2079678.915238
  nChanged 26
		SP:Iteration 19Q (91312.600000 sec): 3 clusters
  Score: Raw -2082865.056956 + Penalty 3159.580386 = -2079705.476570
  nChanged 19
		SP:Iteration 20F (91312.820000 sec): 3 clusters
  Score: Raw -2082880.097606 + Penalty 3159.580386 = -2079720.517220
  nChanged 10
		SP:Iteration 21Q (91313.050000 sec): 3 clusters
  Score: Raw -2082887.675244 + Penalty 3159.580386 = -2079728.094858
  nChanged 12
		SP:Iteration 22Q (91313.290000 sec): 3 clusters
  Score: Raw -2082899.383465 + Penalty 3159.580386 = -2079739.803079
  nChanged 8
		SP:Iteration 23Q (91313.580000 sec): 3 clusters
  Score: Raw -2082907.627763 + Penalty 3159.580386 = -2079748.047377
  nChanged 7
		SP:Iteration 24Q (91313.810000 sec): 3 clusters
  Score: Raw -2082912.376398 + Penalty 3159.580386 = -2079752.796011
  nChanged 4
		SP:Iteration 25Q (91314.060000 sec): 3 clusters
  Score: Raw -2082914.665431 + Penalty 3159.580386 = -2079755.085045
  nChanged 2
		SP:Iteration 26Q (91314.320000 sec): 3 clusters
  Score: Raw -2082915.802751 + Penalty 3159.580386 = -2079756.222364
  nChanged 3
		SP:Iteration 27Q (91314.540000 sec): 3 clusters
  Score: Raw -2082918.353876 + Penalty 3159.580386 = -2079758.773490
  nChanged 3
		SP:Iteration 28Q (91314.780000 sec): 3 clusters
  Score: Raw -2082921.675780 + Penalty 3159.580386 = -2079762.095394
  nChanged 1
		SP:Iteration 29Q (91315.030000 sec): 3 clusters
  Score: Raw -2082921.962667 + Penalty 3159.580386 = -2079762.382281
  nChanged 0
		SP:Iteration 30F (91315.270000 sec): 3 clusters
  Score: Raw -2082921.962667 + Penalty 3159.580386 = -2079762.382281
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91315.390000 sec): 2 clusters
  Score: Raw -75107.166491 + Penalty 1056.459571 = -74050.706920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91315.540000 sec): 3 clusters
  Score: Raw -74978.787997 + Penalty 2112.919143 = -72865.868854
  nChanged 177
		SP:Iteration 1F (91315.670000 sec): 3 clusters
  Score: Raw -75221.407122 + Penalty 2112.919143 = -73108.487979
  nChanged 54
		SP:Iteration 2F (91315.870000 sec): 3 clusters
  Score: Raw -75322.565623 + Penalty 2112.919143 = -73209.646480
  nChanged 35
		SP:Iteration 3F (91316.030000 sec): 3 clusters
  Score: Raw -75395.772293 + Penalty 2112.919143 = -73282.853150
  nChanged 26
		SP:Iteration 4Q (91316.190000 sec): 3 clusters
  Score: Raw -75444.544738 + Penalty 2112.919143 = -73331.625595
  nChanged 22
		SP:Iteration 5Q (91316.370000 sec): 3 clusters
  Score: Raw -75515.002713 + Penalty 2112.919143 = -73402.083571
  nChanged 26
		SP:Iteration 6Q (91316.550000 sec): 3 clusters
  Score: Raw -75588.598115 + Penalty 2112.919143 = -73475.678972
  nChanged 26
		SP:Iteration 7Q (91316.670000 sec): 3 clusters
  Score: Raw -75662.698846 + Penalty 2112.919143 = -73549.779703
  nChanged 31
		SP:Iteration 8Q (91316.870000 sec): 3 clusters
  Score: Raw -75743.448912 + Penalty 2112.919143 = -73630.529769
  nChanged 20
		SP:Iteration 9Q (91317.010000 sec): 3 clusters
  Score: Raw -75804.784194 + Penalty 2112.919143 = -73691.865051
  nChanged 19
		SP:Iteration 10Q (91317.170000 sec): 3 clusters
  Score: Raw -75857.484088 + Penalty 2112.919143 = -73744.564945
  nChanged 18
		SP:Iteration 11Q (91317.340000 sec): 3 clusters
  Score: Raw -75898.711575 + Penalty 2112.919143 = -73785.792432
  nChanged 10
		SP:Iteration 12Q (91317.490000 sec): 3 clusters
  Score: Raw -75913.606346 + Penalty 2112.919143 = -73800.687203
  nChanged 3
		SP:Iteration 13Q (91317.660000 sec): 3 clusters
  Score: Raw -75916.305370 + Penalty 2112.919143 = -73803.386227
  nChanged 2
		SP:Iteration 14Q (91317.840000 sec): 3 clusters
  Score: Raw -75919.399623 + Penalty 2112.919143 = -73806.480480
  nChanged 2
		SP:Iteration 15Q (91317.990000 sec): 3 clusters
  Score: Raw -75921.603545 + Penalty 2112.919143 = -73808.684402
  nChanged 1
		SP:Iteration 16Q (91318.210000 sec): 3 clusters
  Score: Raw -75922.375419 + Penalty 2112.919143 = -73809.456276
  nChanged 0
		SP:Iteration 17F (91318.370000 sec): 3 clusters
  Score: Raw -75922.375419 + Penalty 2112.919143 = -73809.456276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91318.490000 sec): 2 clusters
  Score: Raw -748795.296255 + Penalty 1435.627086 = -747359.669169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91318.670000 sec): 3 clusters
  Score: Raw -745050.305248 + Penalty 2871.254172 = -742179.051076
  nChanged 2910
		SP:Iteration 1F (91318.880000 sec): 3 clusters
  Score: Raw -746777.916249 + Penalty 2871.254172 = -743906.662077
  nChanged 511
		SP:Iteration 2F (91319.080000 sec): 3 clusters
  Score: Raw -747069.989198 + Penalty 2871.254172 = -744198.735026
  nChanged 373
		SP:Iteration 3F (91319.260000 sec): 3 clusters
  Score: Raw -747275.951772 + Penalty 2871.254172 = -744404.697599
  nChanged 328
		SP:Iteration 4Q (91319.470000 sec): 3 clusters
  Score: Raw -747433.136274 + Penalty 2871.254172 = -744561.882102
  nChanged 239
		SP:Iteration 5Q (91319.670000 sec): 3 clusters
  Score: Raw -747536.138156 + Penalty 2871.254172 = -744664.883984
  nChanged 223
		SP:Iteration 6Q (91319.840000 sec): 3 clusters
  Score: Raw -747630.047310 + Penalty 2871.254172 = -744758.793138
  nChanged 220
		SP:Iteration 7Q (91320.020000 sec): 3 clusters
  Score: Raw -747742.369438 + Penalty 2871.254172 = -744871.115266
  nChanged 231
		SP:Iteration 8Q (91320.240000 sec): 3 clusters
  Score: Raw -747862.344372 + Penalty 2871.254172 = -744991.090200
  nChanged 235
		SP:Iteration 9Q (91320.440000 sec): 3 clusters
  Score: Raw -747976.537498 + Penalty 2871.254172 = -745105.283326
  nChanged 205
		SP:Iteration 10Q (91320.620000 sec): 3 clusters
  Score: Raw -748078.180466 + Penalty 2871.254172 = -745206.926294
  nChanged 186
		SP:Iteration 11Q (91320.790000 sec): 3 clusters
  Score: Raw -748165.043748 + Penalty 2871.254172 = -745293.789576
  nChanged 180
		SP:Iteration 12Q (91321.010000 sec): 3 clusters
  Score: Raw -748240.890934 + Penalty 2871.254172 = -745369.636762
  nChanged 160
		SP:Iteration 13Q (91321.230000 sec): 3 clusters
  Score: Raw -748314.399321 + Penalty 2871.254172 = -745443.145149
  nChanged 151
		SP:Iteration 14Q (91321.420000 sec): 3 clusters
  Score: Raw -748379.669593 + Penalty 2871.254172 = -745508.415421
  nChanged 122
		SP:Iteration 15Q (91321.620000 sec): 3 clusters
  Score: Raw -748427.456422 + Penalty 2871.254172 = -745556.202250
  nChanged 110
		SP:Iteration 16Q (91321.780000 sec): 3 clusters
  Score: Raw -748467.331661 + Penalty 2871.254172 = -745596.077489
  nChanged 103
		SP:Iteration 17Q (91322.040000 sec): 3 clusters
  Score: Raw -748496.900551 + Penalty 2871.254172 = -745625.646378
  nChanged 83
		SP:Iteration 18Q (91322.250000 sec): 3 clusters
  Score: Raw -748528.122309 + Penalty 2871.254172 = -745656.868137
  nChanged 103
		SP:Iteration 19Q (91322.410000 sec): 3 clusters
  Score: Raw -748572.036675 + Penalty 2871.254172 = -745700.782503
  nChanged 97
		SP:Iteration 20F (91322.620000 sec): 3 clusters
  Score: Raw -748614.126585 + Penalty 2871.254172 = -745742.872413
  nChanged 83
		SP:Iteration 21Q (91322.860000 sec): 3 clusters
  Score: Raw -748651.882794 + Penalty 2871.254172 = -745780.628622
  nChanged 85
		SP:Iteration 22Q (91323.030000 sec): 3 clusters
  Score: Raw -748689.572755 + Penalty 2871.254172 = -745818.318583
  nChanged 98
		SP:Iteration 23Q (91323.210000 sec): 3 clusters
  Score: Raw -748734.487573 + Penalty 2871.254172 = -745863.233401
  nChanged 92
		SP:Iteration 24Q (91323.390000 sec): 3 clusters
  Score: Raw -748778.749387 + Penalty 2871.254172 = -745907.495215
  nChanged 79
		SP:Iteration 25Q (91323.620000 sec): 3 clusters
  Score: Raw -748818.158827 + Penalty 2871.254172 = -745946.904655
  nChanged 80
		SP:Iteration 26Q (91323.800000 sec): 3 clusters
  Score: Raw -748851.642233 + Penalty 2871.254172 = -745980.388061
  nChanged 65
		SP:Iteration 27Q (91324.000000 sec): 3 clusters
  Score: Raw -748884.274369 + Penalty 2871.254172 = -746013.020197
  nChanged 72
		SP:Iteration 28Q (91324.190000 sec): 3 clusters
  Score: Raw -748925.453264 + Penalty 2871.254172 = -746054.199092
  nChanged 70
		SP:Iteration 29Q (91324.420000 sec): 3 clusters
  Score: Raw -748967.525276 + Penalty 2871.254172 = -746096.271104
  nChanged 79
		SP:Iteration 30Q (91324.620000 sec): 3 clusters
  Score: Raw -749005.102715 + Penalty 2871.254172 = -746133.848543
  nChanged 60
		SP:Iteration 31Q (91324.820000 sec): 3 clusters
  Score: Raw -749029.346198 + Penalty 2871.254172 = -746158.092026
  nChanged 54
		SP:Iteration 32Q (91325.020000 sec): 3 clusters
  Score: Raw -749049.489910 + Penalty 2871.254172 = -746178.235738
  nChanged 46
		SP:Iteration 33Q (91325.260000 sec): 3 clusters
  Score: Raw -749069.221386 + Penalty 2871.254172 = -746197.967214
  nChanged 46
		SP:Iteration 34Q (91325.410000 sec): 3 clusters
  Score: Raw -749086.293472 + Penalty 2871.254172 = -746215.039300
  nChanged 50
		SP:Iteration 35Q (91325.620000 sec): 3 clusters
  Score: Raw -749108.952405 + Penalty 2871.254172 = -746237.698233
  nChanged 49
		SP:Iteration 36Q (91325.820000 sec): 3 clusters
  Score: Raw -749128.322544 + Penalty 2871.254172 = -746257.068372
  nChanged 57
		SP:Iteration 37Q (91326.040000 sec): 3 clusters
  Score: Raw -749152.446330 + Penalty 2871.254172 = -746281.192158
  nChanged 43
		SP:Iteration 38Q (91326.220000 sec): 3 clusters
  Score: Raw -749174.148336 + Penalty 2871.254172 = -746302.894164
  nChanged 41
		SP:Iteration 39Q (91326.420000 sec): 3 clusters
  Score: Raw -749186.736320 + Penalty 2871.254172 = -746315.482148
  nChanged 23
		SP:Iteration 40F (91326.610000 sec): 3 clusters
  Score: Raw -749194.932836 + Penalty 2871.254172 = -746323.678664
  nChanged 25
		SP:Iteration 41Q (91326.800000 sec): 3 clusters
  Score: Raw -749201.685878 + Penalty 2871.254172 = -746330.431705
  nChanged 17
		SP:Iteration 42Q (91327.010000 sec): 3 clusters
  Score: Raw -749206.963843 + Penalty 2871.254172 = -746335.709671
  nChanged 14
		SP:Iteration 43Q (91327.250000 sec): 3 clusters
  Score: Raw -749211.828729 + Penalty 2871.254172 = -746340.574557
  nChanged 18
		SP:Iteration 44Q (91327.440000 sec): 3 clusters
  Score: Raw -749218.143550 + Penalty 2871.254172 = -746346.889377
  nChanged 16
		SP:Iteration 45Q (91327.630000 sec): 3 clusters
  Score: Raw -749221.458433 + Penalty 2871.254172 = -746350.204261
  nChanged 10
		SP:Iteration 46Q (91327.850000 sec): 3 clusters
  Score: Raw -749223.370158 + Penalty 2871.254172 = -746352.115986
  nChanged 8
		SP:Iteration 47Q (91328.020000 sec): 3 clusters
  Score: Raw -749226.311378 + Penalty 2871.254172 = -746355.057206
  nChanged 6
		SP:Iteration 48Q (91328.240000 sec): 3 clusters
  Score: Raw -749228.399771 + Penalty 2871.254172 = -746357.145599
  nChanged 4
		SP:Iteration 49Q (91328.440000 sec): 3 clusters
  Score: Raw -749229.627651 + Penalty 2871.254172 = -746358.373479
  nChanged 3
		SP:Iteration 50Q (91328.640000 sec): 3 clusters
  Score: Raw -749230.264184 + Penalty 2871.254172 = -746359.010012
  nChanged 2
		SP:Iteration 51Q (91328.890000 sec): 3 clusters
  Score: Raw -749230.595698 + Penalty 2871.254172 = -746359.341525
  nChanged 0
		SP:Iteration 52F (91329.060000 sec): 3 clusters
  Score: Raw -749230.595698 + Penalty 2871.254172 = -746359.341525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (16852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91329.240000 sec): 2 clusters
  Score: Raw -2102454.758495 + Penalty 1581.486501 = -2100873.271993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91329.470000 sec): 3 clusters
  Score: Raw -2092439.893675 + Penalty 3162.973003 = -2089276.920672
  nChanged 7544
		SP:Iteration 1F (91329.750000 sec): 3 clusters
  Score: Raw -2096446.906966 + Penalty 3162.973003 = -2093283.933963
  nChanged 976
		SP:Iteration 2F (91330.020000 sec): 3 clusters
  Score: Raw -2096939.741382 + Penalty 3162.973003 = -2093776.768380
  nChanged 1077
		SP:Iteration 3F (91330.270000 sec): 3 clusters
  Score: Raw -2097608.337313 + Penalty 3162.973003 = -2094445.364310
  nChanged 1169
		SP:Iteration 4F (91330.500000 sec): 3 clusters
  Score: Raw -2098432.295262 + Penalty 3162.973003 = -2095269.322260
  nChanged 1224
		SP:Iteration 5F (91330.760000 sec): 3 clusters
  Score: Raw -2099333.666448 + Penalty 3162.973003 = -2096170.693446
  nChanged 1055
		SP:Iteration 6F (91331.010000 sec): 3 clusters
  Score: Raw -2100149.643254 + Penalty 3162.973003 = -2096986.670251
  nChanged 914
		SP:Iteration 7F (91331.270000 sec): 3 clusters
  Score: Raw -2100878.884519 + Penalty 3162.973003 = -2097715.911517
  nChanged 702
		SP:Iteration 8Q (91331.500000 sec): 3 clusters
  Score: Raw -2101491.463043 + Penalty 3162.973003 = -2098328.490040
  nChanged 465
		SP:Iteration 9Q (91331.740000 sec): 3 clusters
  Score: Raw -2101882.552395 + Penalty 3162.973003 = -2098719.579393
  nChanged 300
		SP:Iteration 10Q (91331.980000 sec): 3 clusters
  Score: Raw -2102126.733558 + Penalty 3162.973003 = -2098963.760556
  nChanged 208
		SP:Iteration 11Q (91332.230000 sec): 3 clusters
  Score: Raw -2102292.080112 + Penalty 3162.973003 = -2099129.107109
  nChanged 154
		SP:Iteration 12Q (91332.430000 sec): 3 clusters
  Score: Raw -2102406.010321 + Penalty 3162.973003 = -2099243.037319
  nChanged 106
		SP:Iteration 13Q (91332.670000 sec): 3 clusters
  Score: Raw -2102493.200982 + Penalty 3162.973003 = -2099330.227979
  nChanged 96
		SP:Iteration 14Q (91332.930000 sec): 3 clusters
  Score: Raw -2102553.362993 + Penalty 3162.973003 = -2099390.389990
  nChanged 75
		SP:Iteration 15Q (91333.130000 sec): 3 clusters
  Score: Raw -2102591.123126 + Penalty 3162.973003 = -2099428.150123
  nChanged 62
		SP:Iteration 16Q (91333.390000 sec): 3 clusters
  Score: Raw -2102619.694093 + Penalty 3162.973003 = -2099456.721090
  nChanged 44
		SP:Iteration 17Q (91333.590000 sec): 3 clusters
  Score: Raw -2102643.035927 + Penalty 3162.973003 = -2099480.062925
  nChanged 47
		SP:Iteration 18Q (91333.850000 sec): 3 clusters
  Score: Raw -2102669.027094 + Penalty 3162.973003 = -2099506.054092
  nChanged 44
		SP:Iteration 19Q (91334.050000 sec): 3 clusters
  Score: Raw -2102693.552550 + Penalty 3162.973003 = -2099530.579548
  nChanged 35
		SP:Iteration 20F (91334.270000 sec): 3 clusters
  Score: Raw -2102711.019194 + Penalty 3162.973003 = -2099548.046191
  nChanged 28
		SP:Iteration 21Q (91334.540000 sec): 3 clusters
  Score: Raw -2102722.339942 + Penalty 3162.973003 = -2099559.366940
  nChanged 14
		SP:Iteration 22Q (91334.740000 sec): 3 clusters
  Score: Raw -2102728.804522 + Penalty 3162.973003 = -2099565.831520
  nChanged 10
		SP:Iteration 23Q (91335.010000 sec): 3 clusters
  Score: Raw -2102735.188936 + Penalty 3162.973003 = -2099572.215934
  nChanged 10
		SP:Iteration 24Q (91335.210000 sec): 3 clusters
  Score: Raw -2102740.044088 + Penalty 3162.973003 = -2099577.071086
  nChanged 11
		SP:Iteration 25Q (91335.470000 sec): 3 clusters
  Score: Raw -2102744.545149 + Penalty 3162.973003 = -2099581.572147
  nChanged 10
		SP:Iteration 26Q (91335.710000 sec): 3 clusters
  Score: Raw -2102749.287181 + Penalty 3162.973003 = -2099586.314178
  nChanged 13
		SP:Iteration 27Q (91335.910000 sec): 3 clusters
  Score: Raw -2102754.769839 + Penalty 3162.973003 = -2099591.796836
  nChanged 9
		SP:Iteration 28Q (91336.160000 sec): 3 clusters
  Score: Raw -2102758.687634 + Penalty 3162.973003 = -2099595.714632
  nChanged 7
		SP:Iteration 29Q (91336.360000 sec): 3 clusters
  Score: Raw -2102761.297274 + Penalty 3162.973003 = -2099598.324272
  nChanged 7
		SP:Iteration 30Q (91336.640000 sec): 3 clusters
  Score: Raw -2102764.380856 + Penalty 3162.973003 = -2099601.407854
  nChanged 5
		SP:Iteration 31Q (91336.900000 sec): 3 clusters
  Score: Raw -2102766.279333 + Penalty 3162.973003 = -2099603.306330
  nChanged 3
		SP:Iteration 32Q (91337.140000 sec): 3 clusters
  Score: Raw -2102768.109310 + Penalty 3162.973003 = -2099605.136308
  nChanged 2
		SP:Iteration 33Q (91337.330000 sec): 3 clusters
  Score: Raw -2102768.675001 + Penalty 3162.973003 = -2099605.701999
  nChanged 5
		SP:Iteration 34Q (91337.540000 sec): 3 clusters
  Score: Raw -2102770.485869 + Penalty 3162.973003 = -2099607.512867
  nChanged 3
		SP:Iteration 35Q (91337.780000 sec): 3 clusters
  Score: Raw -2102771.964440 + Penalty 3162.973003 = -2099608.991438
  nChanged 2
		SP:Iteration 36Q (91338.030000 sec): 3 clusters
  Score: Raw -2102773.634873 + Penalty 3162.973003 = -2099610.661870
  nChanged 4
		SP:Iteration 37Q (91338.320000 sec): 3 clusters
  Score: Raw -2102775.685133 + Penalty 3162.973003 = -2099612.712131
  nChanged 7
		SP:Iteration 38Q (91338.520000 sec): 3 clusters
  Score: Raw -2102779.666215 + Penalty 3162.973003 = -2099616.693212
  nChanged 7
		SP:Iteration 39Q (91338.770000 sec): 3 clusters
  Score: Raw -2102783.717823 + Penalty 3162.973003 = -2099620.744821
  nChanged 9
		SP:Iteration 40F (91339.030000 sec): 3 clusters
  Score: Raw -2102788.051250 + Penalty 3162.973003 = -2099625.078247
  nChanged 6
		SP:Iteration 41Q (91339.270000 sec): 3 clusters
  Score: Raw -2102790.736448 + Penalty 3162.973003 = -2099627.763445
  nChanged 4
		SP:Iteration 42Q (91339.520000 sec): 3 clusters
  Score: Raw -2102792.873891 + Penalty 3162.973003 = -2099629.900889
  nChanged 4
		SP:Iteration 43Q (91339.770000 sec): 3 clusters
  Score: Raw -2102795.022111 + Penalty 3162.973003 = -2099632.049109
  nChanged 5
		SP:Iteration 44Q (91340.010000 sec): 3 clusters
  Score: Raw -2102797.418101 + Penalty 3162.973003 = -2099634.445098
  nChanged 4
		SP:Iteration 45Q (91340.250000 sec): 3 clusters
  Score: Raw -2102798.605741 + Penalty 3162.973003 = -2099635.632738
  nChanged 2
		SP:Iteration 46Q (91340.440000 sec): 3 clusters
  Score: Raw -2102799.043636 + Penalty 3162.973003 = -2099636.070633
  nChanged 0
		SP:Iteration 47F (91340.690000 sec): 3 clusters
  Score: Raw -2102799.043636 + Penalty 3162.973003 = -2099636.070633
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91340.790000 sec): 2 clusters
  Score: Raw -170999.507438 + Penalty 1186.107238 = -169813.400200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91340.990000 sec): 3 clusters
  Score: Raw -170435.851928 + Penalty 2372.214475 = -168063.637452
  nChanged 492
		SP:Iteration 1F (91341.170000 sec): 3 clusters
  Score: Raw -170776.106409 + Penalty 2372.214475 = -168403.891934
  nChanged 87
		SP:Iteration 2F (91341.330000 sec): 3 clusters
  Score: Raw -170861.736740 + Penalty 2372.214475 = -168489.522264
  nChanged 70
		SP:Iteration 3Q (91341.520000 sec): 3 clusters
  Score: Raw -170915.670306 + Penalty 2372.214475 = -168543.455831
  nChanged 42
		SP:Iteration 4Q (91341.690000 sec): 3 clusters
  Score: Raw -170947.233601 + Penalty 2372.214475 = -168575.019126
  nChanged 31
		SP:Iteration 5Q (91341.870000 sec): 3 clusters
  Score: Raw -170965.831189 + Penalty 2372.214475 = -168593.616714
  nChanged 21
		SP:Iteration 6Q (91342.060000 sec): 3 clusters
  Score: Raw -170983.902878 + Penalty 2372.214475 = -168611.688403
  nChanged 23
		SP:Iteration 7Q (91342.250000 sec): 3 clusters
  Score: Raw -171006.195496 + Penalty 2372.214475 = -168633.981020
  nChanged 24
		SP:Iteration 8Q (91342.430000 sec): 3 clusters
  Score: Raw -171027.913539 + Penalty 2372.214475 = -168655.699064
  nChanged 22
		SP:Iteration 9Q (91342.600000 sec): 3 clusters
  Score: Raw -171043.903525 + Penalty 2372.214475 = -168671.689049
  nChanged 25
		SP:Iteration 10Q (91342.810000 sec): 3 clusters
  Score: Raw -171059.468497 + Penalty 2372.214475 = -168687.254022
  nChanged 20
		SP:Iteration 11Q (91343.000000 sec): 3 clusters
  Score: Raw -171073.315831 + Penalty 2372.214475 = -168701.101356
  nChanged 17
		SP:Iteration 12Q (91343.140000 sec): 3 clusters
  Score: Raw -171083.154147 + Penalty 2372.214475 = -168710.939672
  nChanged 13
		SP:Iteration 13Q (91343.290000 sec): 3 clusters
  Score: Raw -171093.412400 + Penalty 2372.214475 = -168721.197924
  nChanged 16
		SP:Iteration 14Q (91343.490000 sec): 3 clusters
  Score: Raw -171104.724912 + Penalty 2372.214475 = -168732.510436
  nChanged 10
		SP:Iteration 15Q (91343.640000 sec): 3 clusters
  Score: Raw -171111.249433 + Penalty 2372.214475 = -168739.034957
  nChanged 7
		SP:Iteration 16Q (91343.830000 sec): 3 clusters
  Score: Raw -171116.703458 + Penalty 2372.214475 = -168744.488983
  nChanged 8
		SP:Iteration 17Q (91344.010000 sec): 3 clusters
  Score: Raw -171123.006584 + Penalty 2372.214475 = -168750.792109
  nChanged 9
		SP:Iteration 18Q (91344.240000 sec): 3 clusters
  Score: Raw -171128.976180 + Penalty 2372.214475 = -168756.761704
  nChanged 6
		SP:Iteration 19Q (91344.400000 sec): 3 clusters
  Score: Raw -171132.961192 + Penalty 2372.214475 = -168760.746717
  nChanged 8
		SP:Iteration 20F (91344.540000 sec): 3 clusters
  Score: Raw -171137.372605 + Penalty 2372.214475 = -168765.158129
  nChanged 6
		SP:Iteration 21Q (91344.710000 sec): 3 clusters
  Score: Raw -171140.612383 + Penalty 2372.214475 = -168768.397908
  nChanged 8
		SP:Iteration 22Q (91344.890000 sec): 3 clusters
  Score: Raw -171144.705354 + Penalty 2372.214475 = -168772.490878
  nChanged 4
		SP:Iteration 23Q (91345.040000 sec): 3 clusters
  Score: Raw -171146.490999 + Penalty 2372.214475 = -168774.276523
  nChanged 5
		SP:Iteration 24Q (91345.230000 sec): 3 clusters
  Score: Raw -171148.134841 + Penalty 2372.214475 = -168775.920366
  nChanged 1
		SP:Iteration 25Q (91345.390000 sec): 3 clusters
  Score: Raw -171148.392642 + Penalty 2372.214475 = -168776.178166
  nChanged 1
		SP:Iteration 26Q (91345.590000 sec): 3 clusters
  Score: Raw -171150.239670 + Penalty 2372.214475 = -168778.025194
  nChanged 0
		SP:Iteration 27F (91345.790000 sec): 3 clusters
  Score: Raw -171150.239670 + Penalty 2372.214475 = -168778.025194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91345.930000 sec): 2 clusters
  Score: Raw -1195101.510699 + Penalty 1495.063544 = -1193606.447155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91346.130000 sec): 3 clusters
  Score: Raw -1189532.363373 + Penalty 2990.127088 = -1186542.236284
  nChanged 4260
		SP:Iteration 1F (91346.340000 sec): 3 clusters
  Score: Raw -1191770.295659 + Penalty 2990.127088 = -1188780.168571
  nChanged 566
		SP:Iteration 2F (91346.600000 sec): 3 clusters
  Score: Raw -1191995.775173 + Penalty 2990.127088 = -1189005.648085
  nChanged 485
		SP:Iteration 3Q (91346.760000 sec): 3 clusters
  Score: Raw -1192179.057375 + Penalty 2990.127088 = -1189188.930286
  nChanged 404
		SP:Iteration 4Q (91347.010000 sec): 3 clusters
  Score: Raw -1192338.027674 + Penalty 2990.127088 = -1189347.900586
  nChanged 375
		SP:Iteration 5Q (91347.240000 sec): 3 clusters
  Score: Raw -1192475.819471 + Penalty 2990.127088 = -1189485.692383
  nChanged 311
		SP:Iteration 6Q (91347.470000 sec): 3 clusters
  Score: Raw -1192584.119505 + Penalty 2990.127088 = -1189593.992416
  nChanged 278
		SP:Iteration 7Q (91347.680000 sec): 3 clusters
  Score: Raw -1192682.816999 + Penalty 2990.127088 = -1189692.689911
  nChanged 257
		SP:Iteration 8Q (91347.890000 sec): 3 clusters
  Score: Raw -1192774.842906 + Penalty 2990.127088 = -1189784.715817
  nChanged 245
		SP:Iteration 9Q (91348.110000 sec): 3 clusters
  Score: Raw -1192862.482966 + Penalty 2990.127088 = -1189872.355878
  nChanged 247
		SP:Iteration 10Q (91348.310000 sec): 3 clusters
  Score: Raw -1192961.666595 + Penalty 2990.127088 = -1189971.539507
  nChanged 291
		SP:Iteration 11Q (91348.510000 sec): 3 clusters
  Score: Raw -1193099.254317 + Penalty 2990.127088 = -1190109.127229
  nChanged 323
		SP:Iteration 12Q (91348.720000 sec): 3 clusters
  Score: Raw -1193253.520819 + Penalty 2990.127088 = -1190263.393730
  nChanged 299
		SP:Iteration 13Q (91348.870000 sec): 3 clusters
  Score: Raw -1193421.122774 + Penalty 2990.127088 = -1190430.995686
  nChanged 326
		SP:Iteration 14Q (91349.070000 sec): 3 clusters
  Score: Raw -1193617.390399 + Penalty 2990.127088 = -1190627.263311
  nChanged 329
		SP:Iteration 15Q (91349.280000 sec): 3 clusters
  Score: Raw -1193798.615255 + Penalty 2990.127088 = -1190808.488167
  nChanged 294
		SP:Iteration 16Q (91349.480000 sec): 3 clusters
  Score: Raw -1193956.859554 + Penalty 2990.127088 = -1190966.732465
  nChanged 258
		SP:Iteration 17Q (91349.640000 sec): 3 clusters
  Score: Raw -1194080.968134 + Penalty 2990.127088 = -1191090.841046
  nChanged 217
		SP:Iteration 18Q (91349.800000 sec): 3 clusters
  Score: Raw -1194181.725324 + Penalty 2990.127088 = -1191191.598236
  nChanged 205
		SP:Iteration 19Q (91350.010000 sec): 3 clusters
  Score: Raw -1194287.382883 + Penalty 2990.127088 = -1191297.255795
  nChanged 177
		SP:Iteration 20F (91350.190000 sec): 3 clusters
  Score: Raw -1194379.527367 + Penalty 2990.127088 = -1191389.400279
  nChanged 194
		SP:Iteration 21Q (91350.390000 sec): 3 clusters
  Score: Raw -1194478.664641 + Penalty 2990.127088 = -1191488.537553
  nChanged 165
		SP:Iteration 22Q (91350.590000 sec): 3 clusters
  Score: Raw -1194561.807073 + Penalty 2990.127088 = -1191571.679985
  nChanged 160
		SP:Iteration 23Q (91350.810000 sec): 3 clusters
  Score: Raw -1194636.745973 + Penalty 2990.127088 = -1191646.618884
  nChanged 146
		SP:Iteration 24Q (91351.030000 sec): 3 clusters
  Score: Raw -1194699.154813 + Penalty 2990.127088 = -1191709.027725
  nChanged 117
		SP:Iteration 25Q (91351.250000 sec): 3 clusters
  Score: Raw -1194750.930769 + Penalty 2990.127088 = -1191760.803681
  nChanged 111
		SP:Iteration 26Q (91351.450000 sec): 3 clusters
  Score: Raw -1194799.213001 + Penalty 2990.127088 = -1191809.085912
  nChanged 107
		SP:Iteration 27Q (91351.610000 sec): 3 clusters
  Score: Raw -1194849.305719 + Penalty 2990.127088 = -1191859.178631
  nChanged 104
		SP:Iteration 28Q (91351.850000 sec): 3 clusters
  Score: Raw -1194898.215840 + Penalty 2990.127088 = -1191908.088752
  nChanged 108
		SP:Iteration 29Q (91352.070000 sec): 3 clusters
  Score: Raw -1194948.069723 + Penalty 2990.127088 = -1191957.942635
  nChanged 88
		SP:Iteration 30Q (91352.270000 sec): 3 clusters
  Score: Raw -1194985.191810 + Penalty 2990.127088 = -1191995.064721
  nChanged 94
		SP:Iteration 31Q (91352.490000 sec): 3 clusters
  Score: Raw -1195021.798787 + Penalty 2990.127088 = -1192031.671699
  nChanged 91
		SP:Iteration 32Q (91352.710000 sec): 3 clusters
  Score: Raw -1195056.253463 + Penalty 2990.127088 = -1192066.126375
  nChanged 74
		SP:Iteration 33Q (91352.890000 sec): 3 clusters
  Score: Raw -1195083.644685 + Penalty 2990.127088 = -1192093.517597
  nChanged 69
		SP:Iteration 34Q (91353.110000 sec): 3 clusters
  Score: Raw -1195109.567826 + Penalty 2990.127088 = -1192119.440738
  nChanged 61
		SP:Iteration 35Q (91353.290000 sec): 3 clusters
  Score: Raw -1195134.200220 + Penalty 2990.127088 = -1192144.073131
  nChanged 69
		SP:Iteration 36Q (91353.540000 sec): 3 clusters
  Score: Raw -1195160.641043 + Penalty 2990.127088 = -1192170.513955
  nChanged 67
		SP:Iteration 37Q (91353.690000 sec): 3 clusters
  Score: Raw -1195186.560499 + Penalty 2990.127088 = -1192196.433411
  nChanged 56
		SP:Iteration 38Q (91353.890000 sec): 3 clusters
  Score: Raw -1195210.553552 + Penalty 2990.127088 = -1192220.426463
  nChanged 52
		SP:Iteration 39Q (91354.110000 sec): 3 clusters
  Score: Raw -1195232.496400 + Penalty 2990.127088 = -1192242.369312
  nChanged 66
		SP:Iteration 40F (91354.330000 sec): 3 clusters
  Score: Raw -1195260.850284 + Penalty 2990.127088 = -1192270.723196
  nChanged 67
		SP:Iteration 41Q (91354.490000 sec): 3 clusters
  Score: Raw -1195285.654736 + Penalty 2990.127088 = -1192295.527648
  nChanged 49
		SP:Iteration 42Q (91354.680000 sec): 3 clusters
  Score: Raw -1195305.401646 + Penalty 2990.127088 = -1192315.274557
  nChanged 38
		SP:Iteration 43Q (91354.850000 sec): 3 clusters
  Score: Raw -1195323.985996 + Penalty 2990.127088 = -1192333.858908
  nChanged 39
		SP:Iteration 44Q (91355.040000 sec): 3 clusters
  Score: Raw -1195342.163837 + Penalty 2990.127088 = -1192352.036749
  nChanged 36
		SP:Iteration 45Q (91355.210000 sec): 3 clusters
  Score: Raw -1195357.659578 + Penalty 2990.127088 = -1192367.532490
  nChanged 32
		SP:Iteration 46Q (91355.410000 sec): 3 clusters
  Score: Raw -1195369.218502 + Penalty 2990.127088 = -1192379.091414
  nChanged 26
		SP:Iteration 47Q (91355.630000 sec): 3 clusters
  Score: Raw -1195378.472308 + Penalty 2990.127088 = -1192388.345220
  nChanged 22
		SP:Iteration 48Q (91355.830000 sec): 3 clusters
  Score: Raw -1195387.844864 + Penalty 2990.127088 = -1192397.717775
  nChanged 20
		SP:Iteration 49Q (91356.050000 sec): 3 clusters
  Score: Raw -1195394.040416 + Penalty 2990.127088 = -1192403.913328
  nChanged 11
		SP:Iteration 50Q (91356.280000 sec): 3 clusters
  Score: Raw -1195397.711782 + Penalty 2990.127088 = -1192407.584693
  nChanged 15
		SP:Iteration 51Q (91356.500000 sec): 3 clusters
  Score: Raw -1195403.546668 + Penalty 2990.127088 = -1192413.419580
  nChanged 19
		SP:Iteration 52Q (91356.680000 sec): 3 clusters
  Score: Raw -1195410.910709 + Penalty 2990.127088 = -1192420.783621
  nChanged 15
		SP:Iteration 53Q (91356.900000 sec): 3 clusters
  Score: Raw -1195415.223521 + Penalty 2990.127088 = -1192425.096433
  nChanged 9
		SP:Iteration 54Q (91357.130000 sec): 3 clusters
  Score: Raw -1195417.818646 + Penalty 2990.127088 = -1192427.691558
  nChanged 4
		SP:Iteration 55Q (91357.350000 sec): 3 clusters
  Score: Raw -1195419.923728 + Penalty 2990.127088 = -1192429.796640
  nChanged 5
		SP:Iteration 56Q (91357.520000 sec): 3 clusters
  Score: Raw -1195421.789482 + Penalty 2990.127088 = -1192431.662393
  nChanged 4
		SP:Iteration 57Q (91357.700000 sec): 3 clusters
  Score: Raw -1195423.544073 + Penalty 2990.127088 = -1192433.416985
  nChanged 6
		SP:Iteration 58Q (91357.940000 sec): 3 clusters
  Score: Raw -1195425.673281 + Penalty 2990.127088 = -1192435.546193
  nChanged 7
		SP:Iteration 59Q (91358.130000 sec): 3 clusters
  Score: Raw -1195428.400338 + Penalty 2990.127088 = -1192438.273249
  nChanged 9
		SP:Iteration 60F (91358.330000 sec): 3 clusters
  Score: Raw -1195431.603451 + Penalty 2990.127088 = -1192441.476363
  nChanged 6
		SP:Iteration 61Q (91358.550000 sec): 3 clusters
  Score: Raw -1195433.274703 + Penalty 2990.127088 = -1192443.147615
  nChanged 5
		SP:Iteration 62Q (91358.800000 sec): 3 clusters
  Score: Raw -1195434.444118 + Penalty 2990.127088 = -1192444.317030
  nChanged 2
		SP:Iteration 63Q (91359.020000 sec): 3 clusters
  Score: Raw -1195434.786521 + Penalty 2990.127088 = -1192444.659433
  nChanged 1
		SP:Iteration 64Q (91359.200000 sec): 3 clusters
  Score: Raw -1195434.928651 + Penalty 2990.127088 = -1192444.801562
  nChanged 0
		SP:Iteration 65F (91359.400000 sec): 3 clusters
  Score: Raw -1195434.928651 + Penalty 2990.127088 = -1192444.801562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91359.690000 sec): 2 clusters
  Score: Raw -2917308.215717 + Penalty 1641.756479 = -2915666.459237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91360.000000 sec): 3 clusters
  Score: Raw -2902438.490753 + Penalty 3283.512959 = -2899154.977794
  nChanged 11082
		SP:Iteration 1F (91360.300000 sec): 3 clusters
  Score: Raw -2908316.368056 + Penalty 3283.512959 = -2905032.855097
  nChanged 1009
		SP:Iteration 2Q (91360.620000 sec): 3 clusters
  Score: Raw -2908633.028297 + Penalty 3283.512959 = -2905349.515338
  nChanged 1066
		SP:Iteration 3Q (91360.900000 sec): 3 clusters
  Score: Raw -2909056.315036 + Penalty 3283.512959 = -2905772.802078
  nChanged 1266
		SP:Iteration 4F (91361.220000 sec): 3 clusters
  Score: Raw -2909666.896205 + Penalty 3283.512959 = -2906383.383246
  nChanged 1480
		SP:Iteration 5F (91361.490000 sec): 3 clusters
  Score: Raw -2910535.825184 + Penalty 3283.512959 = -2907252.312225
  nChanged 1685
		SP:Iteration 6F (91361.770000 sec): 3 clusters
  Score: Raw -2911677.468036 + Penalty 3283.512959 = -2908393.955077
  nChanged 1743
		SP:Iteration 7F (91362.060000 sec): 3 clusters
  Score: Raw -2912974.017991 + Penalty 3283.512959 = -2909690.505032
  nChanged 1553
		SP:Iteration 8F (91362.340000 sec): 3 clusters
  Score: Raw -2914182.613031 + Penalty 3283.512959 = -2910899.100072
  nChanged 1269
		SP:Iteration 9F (91362.600000 sec): 3 clusters
  Score: Raw -2915182.432904 + Penalty 3283.512959 = -2911898.919945
  nChanged 923
		SP:Iteration 10Q (91362.880000 sec): 3 clusters
  Score: Raw -2915905.572408 + Penalty 3283.512959 = -2912622.059449
  nChanged 692
		SP:Iteration 11Q (91363.140000 sec): 3 clusters
  Score: Raw -2916463.150853 + Penalty 3283.512959 = -2913179.637894
  nChanged 472
		SP:Iteration 12Q (91363.440000 sec): 3 clusters
  Score: Raw -2916804.282188 + Penalty 3283.512959 = -2913520.769229
  nChanged 284
		SP:Iteration 13Q (91363.720000 sec): 3 clusters
  Score: Raw -2917006.562710 + Penalty 3283.512959 = -2913723.049751
  nChanged 218
		SP:Iteration 14Q (91364.020000 sec): 3 clusters
  Score: Raw -2917148.448307 + Penalty 3283.512959 = -2913864.935348
  nChanged 159
		SP:Iteration 15Q (91364.320000 sec): 3 clusters
  Score: Raw -2917242.003004 + Penalty 3283.512959 = -2913958.490045
  nChanged 100
		SP:Iteration 16Q (91364.580000 sec): 3 clusters
  Score: Raw -2917309.993296 + Penalty 3283.512959 = -2914026.480337
  nChanged 80
		SP:Iteration 17Q (91364.880000 sec): 3 clusters
  Score: Raw -2917369.639921 + Penalty 3283.512959 = -2914086.126962
  nChanged 70
		SP:Iteration 18Q (91365.170000 sec): 3 clusters
  Score: Raw -2917409.338558 + Penalty 3283.512959 = -2914125.825599
  nChanged 47
		SP:Iteration 19Q (91365.440000 sec): 3 clusters
  Score: Raw -2917435.902313 + Penalty 3283.512959 = -2914152.389354
  nChanged 50
		SP:Iteration 20F (91365.740000 sec): 3 clusters
  Score: Raw -2917459.633528 + Penalty 3283.512959 = -2914176.120569
  nChanged 40
		SP:Iteration 21Q (91365.970000 sec): 3 clusters
  Score: Raw -2917478.294800 + Penalty 3283.512959 = -2914194.781841
  nChanged 29
		SP:Iteration 22Q (91366.280000 sec): 3 clusters
  Score: Raw -2917492.394947 + Penalty 3283.512959 = -2914208.881988
  nChanged 18
		SP:Iteration 23Q (91366.560000 sec): 3 clusters
  Score: Raw -2917501.084390 + Penalty 3283.512959 = -2914217.571431
  nChanged 15
		SP:Iteration 24Q (91366.800000 sec): 3 clusters
  Score: Raw -2917508.467119 + Penalty 3283.512959 = -2914224.954160
  nChanged 14
		SP:Iteration 25Q (91367.110000 sec): 3 clusters
  Score: Raw -2917515.642638 + Penalty 3283.512959 = -2914232.129679
  nChanged 8
		SP:Iteration 26Q (91367.370000 sec): 3 clusters
  Score: Raw -2917518.956030 + Penalty 3283.512959 = -2914235.443071
  nChanged 4
		SP:Iteration 27Q (91367.660000 sec): 3 clusters
  Score: Raw -2917520.725894 + Penalty 3283.512959 = -2914237.212935
  nChanged 10
		SP:Iteration 28Q (91367.950000 sec): 3 clusters
  Score: Raw -2917525.727334 + Penalty 3283.512959 = -2914242.214375
  nChanged 4
		SP:Iteration 29Q (91368.220000 sec): 3 clusters
  Score: Raw -2917527.576649 + Penalty 3283.512959 = -2914244.063690
  nChanged 6
		SP:Iteration 30Q (91368.510000 sec): 3 clusters
  Score: Raw -2917529.757228 + Penalty 3283.512959 = -2914246.244269
  nChanged 9
		SP:Iteration 31Q (91368.740000 sec): 3 clusters
  Score: Raw -2917533.097666 + Penalty 3283.512959 = -2914249.584707
  nChanged 3
		SP:Iteration 32Q (91369.040000 sec): 3 clusters
  Score: Raw -2917534.777327 + Penalty 3283.512959 = -2914251.264368
  nChanged 4
		SP:Iteration 33Q (91369.290000 sec): 3 clusters
  Score: Raw -2917536.719380 + Penalty 3283.512959 = -2914253.206421
  nChanged 4
		SP:Iteration 34Q (91369.600000 sec): 3 clusters
  Score: Raw -2917538.923003 + Penalty 3283.512959 = -2914255.410044
  nChanged 6
		SP:Iteration 35Q (91369.850000 sec): 3 clusters
  Score: Raw -2917541.401094 + Penalty 3283.512959 = -2914257.888135
  nChanged 5
		SP:Iteration 36Q (91370.130000 sec): 3 clusters
  Score: Raw -2917542.921028 + Penalty 3283.512959 = -2914259.408070
  nChanged 0
		SP:Iteration 37F (91370.420000 sec): 3 clusters
  Score: Raw -2917542.921028 + Penalty 3283.512959 = -2914259.408070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (6170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91370.530000 sec): 2 clusters
  Score: Raw -769806.608951 + Penalty 1418.211294 = -768388.397657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91370.720000 sec): 3 clusters
  Score: Raw -766497.740076 + Penalty 2836.422588 = -763661.317488
  nChanged 2548
		SP:Iteration 1F (91370.920000 sec): 3 clusters
  Score: Raw -767867.584094 + Penalty 2836.422588 = -765031.161506
  nChanged 404
		SP:Iteration 2F (91371.110000 sec): 3 clusters
  Score: Raw -768098.239992 + Penalty 2836.422588 = -765261.817404
  nChanged 363
		SP:Iteration 3F (91371.300000 sec): 3 clusters
  Score: Raw -768283.491495 + Penalty 2836.422588 = -765447.068907
  nChanged 296
		SP:Iteration 4Q (91371.500000 sec): 3 clusters
  Score: Raw -768450.771284 + Penalty 2836.422588 = -765614.348696
  nChanged 299
		SP:Iteration 5Q (91371.670000 sec): 3 clusters
  Score: Raw -768639.045938 + Penalty 2836.422588 = -765802.623350
  nChanged 320
		SP:Iteration 6F (91371.900000 sec): 3 clusters
  Score: Raw -768863.512010 + Penalty 2836.422588 = -766027.089422
  nChanged 329
		SP:Iteration 7F (91372.080000 sec): 3 clusters
  Score: Raw -769115.275949 + Penalty 2836.422588 = -766278.853361
  nChanged 294
		SP:Iteration 8Q (91372.270000 sec): 3 clusters
  Score: Raw -769342.066952 + Penalty 2836.422588 = -766505.644364
  nChanged 249
		SP:Iteration 9Q (91372.480000 sec): 3 clusters
  Score: Raw -769539.457877 + Penalty 2836.422588 = -766703.035289
  nChanged 216
		SP:Iteration 10Q (91372.660000 sec): 3 clusters
  Score: Raw -769699.332621 + Penalty 2836.422588 = -766862.910033
  nChanged 166
		SP:Iteration 11Q (91372.880000 sec): 3 clusters
  Score: Raw -769806.064742 + Penalty 2836.422588 = -766969.642154
  nChanged 106
		SP:Iteration 12Q (91373.080000 sec): 3 clusters
  Score: Raw -769870.709646 + Penalty 2836.422588 = -767034.287058
  nChanged 67
		SP:Iteration 13Q (91373.280000 sec): 3 clusters
  Score: Raw -769907.400122 + Penalty 2836.422588 = -767070.977534
  nChanged 62
		SP:Iteration 14Q (91373.480000 sec): 3 clusters
  Score: Raw -769951.933829 + Penalty 2836.422588 = -767115.511241
  nChanged 52
		SP:Iteration 15Q (91373.700000 sec): 3 clusters
  Score: Raw -769988.251286 + Penalty 2836.422588 = -767151.828698
  nChanged 46
		SP:Iteration 16Q (91373.860000 sec): 3 clusters
  Score: Raw -770014.252785 + Penalty 2836.422588 = -767177.830197
  nChanged 35
		SP:Iteration 17Q (91374.030000 sec): 3 clusters
  Score: Raw -770029.862815 + Penalty 2836.422588 = -767193.440227
  nChanged 28
		SP:Iteration 18Q (91374.210000 sec): 3 clusters
  Score: Raw -770042.523451 + Penalty 2836.422588 = -767206.100863
  nChanged 25
		SP:Iteration 19Q (91374.410000 sec): 3 clusters
  Score: Raw -770053.462232 + Penalty 2836.422588 = -767217.039644
  nChanged 14
		SP:Iteration 20F (91374.630000 sec): 3 clusters
  Score: Raw -770058.057028 + Penalty 2836.422588 = -767221.634440
  nChanged 8
		SP:Iteration 21Q (91374.830000 sec): 3 clusters
  Score: Raw -770062.377537 + Penalty 2836.422588 = -767225.954949
  nChanged 7
		SP:Iteration 22Q (91375.000000 sec): 3 clusters
  Score: Raw -770064.519907 + Penalty 2836.422588 = -767228.097319
  nChanged 8
		SP:Iteration 23Q (91375.180000 sec): 3 clusters
  Score: Raw -770067.701325 + Penalty 2836.422588 = -767231.278737
  nChanged 7
		SP:Iteration 24Q (91375.370000 sec): 3 clusters
  Score: Raw -770070.444539 + Penalty 2836.422588 = -767234.021951
  nChanged 7
		SP:Iteration 25Q (91375.560000 sec): 3 clusters
  Score: Raw -770072.671693 + Penalty 2836.422588 = -767236.249105
  nChanged 5
		SP:Iteration 26Q (91375.800000 sec): 3 clusters
  Score: Raw -770074.059250 + Penalty 2836.422588 = -767237.636662
  nChanged 5
		SP:Iteration 27Q (91375.980000 sec): 3 clusters
  Score: Raw -770076.289517 + Penalty 2836.422588 = -767239.866929
  nChanged 6
		SP:Iteration 28Q (91376.170000 sec): 3 clusters
  Score: Raw -770077.682375 + Penalty 2836.422588 = -767241.259787
  nChanged 2
		SP:Iteration 29Q (91376.360000 sec): 3 clusters
  Score: Raw -770078.587082 + Penalty 2836.422588 = -767242.164494
  nChanged 1
		SP:Iteration 30Q (91376.530000 sec): 3 clusters
  Score: Raw -770078.914153 + Penalty 2836.422588 = -767242.491565
  nChanged 1
		SP:Iteration 31Q (91376.700000 sec): 3 clusters
  Score: Raw -770079.045658 + Penalty 2836.422588 = -767242.623070
  nChanged 1
		SP:Iteration 32Q (91376.910000 sec): 3 clusters
  Score: Raw -770079.168057 + Penalty 2836.422588 = -767242.745469
  nChanged 0
		SP:Iteration 33F (91377.110000 sec): 3 clusters
  Score: Raw -770079.168057 + Penalty 2836.422588 = -767242.745469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (3069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91377.190000 sec): 2 clusters
  Score: Raw -350300.525012 + Penalty 1304.729896 = -348995.795116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91377.390000 sec): 3 clusters
  Score: Raw -348828.430173 + Penalty 2609.459793 = -346218.970380
  nChanged 1182
		SP:Iteration 1F (91377.540000 sec): 3 clusters
  Score: Raw -349534.386824 + Penalty 2609.459793 = -346924.927032
  nChanged 278
		SP:Iteration 2F (91377.740000 sec): 3 clusters
  Score: Raw -349796.042688 + Penalty 2609.459793 = -347186.582895
  nChanged 219
		SP:Iteration 3F (91377.940000 sec): 3 clusters
  Score: Raw -350029.011573 + Penalty 2609.459793 = -347419.551780
  nChanged 193
		SP:Iteration 4F (91378.100000 sec): 3 clusters
  Score: Raw -350235.253198 + Penalty 2609.459793 = -347625.793405
  nChanged 182
		SP:Iteration 5F (91378.320000 sec): 3 clusters
  Score: Raw -350422.435393 + Penalty 2609.459793 = -347812.975600
  nChanged 165
		SP:Iteration 6F (91378.490000 sec): 3 clusters
  Score: Raw -350588.051148 + Penalty 2609.459793 = -347978.591356
  nChanged 137
		SP:Iteration 7Q (91378.640000 sec): 3 clusters
  Score: Raw -350689.159063 + Penalty 2609.459793 = -348079.699270
  nChanged 115
		SP:Iteration 8Q (91378.790000 sec): 3 clusters
  Score: Raw -350797.795207 + Penalty 2609.459793 = -348188.335414
  nChanged 109
		SP:Iteration 9Q (91378.970000 sec): 3 clusters
  Score: Raw -350891.295123 + Penalty 2609.459793 = -348281.835330
  nChanged 94
		SP:Iteration 10Q (91379.110000 sec): 3 clusters
  Score: Raw -350961.667503 + Penalty 2609.459793 = -348352.207711
  nChanged 83
		SP:Iteration 11Q (91379.320000 sec): 3 clusters
  Score: Raw -351033.040541 + Penalty 2609.459793 = -348423.580748
  nChanged 60
		SP:Iteration 12Q (91379.450000 sec): 3 clusters
  Score: Raw -351085.017072 + Penalty 2609.459793 = -348475.557279
  nChanged 52
		SP:Iteration 13Q (91379.670000 sec): 3 clusters
  Score: Raw -351122.141086 + Penalty 2609.459793 = -348512.681293
  nChanged 38
		SP:Iteration 14Q (91379.860000 sec): 3 clusters
  Score: Raw -351147.741935 + Penalty 2609.459793 = -348538.282143
  nChanged 34
		SP:Iteration 15Q (91380.020000 sec): 3 clusters
  Score: Raw -351169.898420 + Penalty 2609.459793 = -348560.438628
  nChanged 30
		SP:Iteration 16Q (91380.230000 sec): 3 clusters
  Score: Raw -351186.137942 + Penalty 2609.459793 = -348576.678150
  nChanged 34
		SP:Iteration 17Q (91380.420000 sec): 3 clusters
  Score: Raw -351208.358839 + Penalty 2609.459793 = -348598.899046
  nChanged 28
		SP:Iteration 18Q (91380.570000 sec): 3 clusters
  Score: Raw -351230.238321 + Penalty 2609.459793 = -348620.778528
  nChanged 33
		SP:Iteration 19Q (91380.720000 sec): 3 clusters
  Score: Raw -351254.604566 + Penalty 2609.459793 = -348645.144773
  nChanged 22
		SP:Iteration 20F (91380.890000 sec): 3 clusters
  Score: Raw -351271.346160 + Penalty 2609.459793 = -348661.886367
  nChanged 19
		SP:Iteration 21Q (91381.060000 sec): 3 clusters
  Score: Raw -351286.350312 + Penalty 2609.459793 = -348676.890519
  nChanged 14
		SP:Iteration 22Q (91381.270000 sec): 3 clusters
  Score: Raw -351293.911124 + Penalty 2609.459793 = -348684.451331
  nChanged 3
		SP:Iteration 23Q (91381.450000 sec): 3 clusters
  Score: Raw -351295.424094 + Penalty 2609.459793 = -348685.964301
  nChanged 1
		SP:Iteration 24Q (91381.610000 sec): 3 clusters
  Score: Raw -351295.611162 + Penalty 2609.459793 = -348686.151369
  nChanged 2
		SP:Iteration 25Q (91381.750000 sec): 3 clusters
  Score: Raw -351295.876726 + Penalty 2609.459793 = -348686.416934
  nChanged 0
		SP:Iteration 26F (91381.900000 sec): 3 clusters
  Score: Raw -351295.876726 + Penalty 2609.459793 = -348686.416934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 14 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91382.000000 sec): 2 clusters
  Score: Raw -162500.031902 + Penalty 1173.548322 = -161326.483581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91382.200000 sec): 3 clusters
  Score: Raw -161978.973402 + Penalty 2347.096643 = -159631.876759
  nChanged 451
		SP:Iteration 1F (91382.370000 sec): 3 clusters
  Score: Raw -162316.782774 + Penalty 2347.096643 = -159969.686130
  nChanged 120
		SP:Iteration 2F (91382.550000 sec): 3 clusters
  Score: Raw -162430.825964 + Penalty 2347.096643 = -160083.729321
  nChanged 66
		SP:Iteration 3Q (91382.710000 sec): 3 clusters
  Score: Raw -162491.020392 + Penalty 2347.096643 = -160143.923749
  nChanged 50
		SP:Iteration 4Q (91382.910000 sec): 3 clusters
  Score: Raw -162534.230223 + Penalty 2347.096643 = -160187.133579
  nChanged 41
		SP:Iteration 5Q (91383.080000 sec): 3 clusters
  Score: Raw -162569.092863 + Penalty 2347.096643 = -160221.996219
  nChanged 37
		SP:Iteration 6Q (91383.270000 sec): 3 clusters
  Score: Raw -162600.166995 + Penalty 2347.096643 = -160253.070352
  nChanged 30
		SP:Iteration 7Q (91383.450000 sec): 3 clusters
  Score: Raw -162630.657426 + Penalty 2347.096643 = -160283.560783
  nChanged 31
		SP:Iteration 8Q (91383.630000 sec): 3 clusters
  Score: Raw -162656.751753 + Penalty 2347.096643 = -160309.655110
  nChanged 28
		SP:Iteration 9Q (91383.810000 sec): 3 clusters
  Score: Raw -162677.123719 + Penalty 2347.096643 = -160330.027076
  nChanged 17
		SP:Iteration 10Q (91384.010000 sec): 3 clusters
  Score: Raw -162688.094241 + Penalty 2347.096643 = -160340.997598
  nChanged 13
		SP:Iteration 11Q (91384.200000 sec): 3 clusters
  Score: Raw -162695.051016 + Penalty 2347.096643 = -160347.954373
  nChanged 9
		SP:Iteration 12Q (91384.360000 sec): 3 clusters
  Score: Raw -162703.772335 + Penalty 2347.096643 = -160356.675692
  nChanged 11
		SP:Iteration 13Q (91384.540000 sec): 3 clusters
  Score: Raw -162711.826595 + Penalty 2347.096643 = -160364.729952
  nChanged 11
		SP:Iteration 14Q (91384.760000 sec): 3 clusters
  Score: Raw -162717.676306 + Penalty 2347.096643 = -160370.579663
  nChanged 5
		SP:Iteration 15Q (91384.930000 sec): 3 clusters
  Score: Raw -162720.415069 + Penalty 2347.096643 = -160373.318426
  nChanged 4
		SP:Iteration 16Q (91385.080000 sec): 3 clusters
  Score: Raw -162722.893191 + Penalty 2347.096643 = -160375.796547
  nChanged 4
		SP:Iteration 17Q (91385.310000 sec): 3 clusters
  Score: Raw -162726.951761 + Penalty 2347.096643 = -160379.855118
  nChanged 4
		SP:Iteration 18Q (91385.440000 sec): 3 clusters
  Score: Raw -162729.212698 + Penalty 2347.096643 = -160382.116055
  nChanged 4
		SP:Iteration 19Q (91385.620000 sec): 3 clusters
  Score: Raw -162731.148251 + Penalty 2347.096643 = -160384.051608
  nChanged 6
		SP:Iteration 20F (91385.800000 sec): 3 clusters
  Score: Raw -162733.083736 + Penalty 2347.096643 = -160385.987092
  nChanged 1
		SP:Iteration 21Q (91385.960000 sec): 3 clusters
  Score: Raw -162733.426418 + Penalty 2347.096643 = -160386.329775
  nChanged 2
		SP:Iteration 22Q (91386.130000 sec): 3 clusters
  Score: Raw -162733.982731 + Penalty 2347.096643 = -160386.886088
  nChanged 3
		SP:Iteration 23Q (91386.300000 sec): 3 clusters
  Score: Raw -162735.044409 + Penalty 2347.096643 = -160387.947766
  nChanged 3
		SP:Iteration 24Q (91386.470000 sec): 3 clusters
  Score: Raw -162736.543654 + Penalty 2347.096643 = -160389.447010
  nChanged 4
		SP:Iteration 25Q (91386.650000 sec): 3 clusters
  Score: Raw -162741.205516 + Penalty 2347.096643 = -160394.108873
  nChanged 7
		SP:Iteration 26Q (91386.840000 sec): 3 clusters
  Score: Raw -162745.831360 + Penalty 2347.096643 = -160398.734717
  nChanged 5
		SP:Iteration 27Q (91387.050000 sec): 3 clusters
  Score: Raw -162749.176691 + Penalty 2347.096643 = -160402.080048
  nChanged 3
		SP:Iteration 28Q (91387.200000 sec): 3 clusters
  Score: Raw -162751.143474 + Penalty 2347.096643 = -160404.046831
  nChanged 1
		SP:Iteration 29Q (91387.380000 sec): 3 clusters
  Score: Raw -162752.172262 + Penalty 2347.096643 = -160405.075619
  nChanged 2
		SP:Iteration 30Q (91387.540000 sec): 3 clusters
  Score: Raw -162755.150511 + Penalty 2347.096643 = -160408.053868
  nChanged 4
		SP:Iteration 31Q (91387.730000 sec): 3 clusters
  Score: Raw -162758.180004 + Penalty 2347.096643 = -160411.083360
  nChanged 3
		SP:Iteration 32Q (91387.870000 sec): 3 clusters
  Score: Raw -162760.219654 + Penalty 2347.096643 = -160413.123011
  nChanged 3
		SP:Iteration 33Q (91388.050000 sec): 3 clusters
  Score: Raw -162762.308215 + Penalty 2347.096643 = -160415.211571
  nChanged 3
		SP:Iteration 34Q (91388.200000 sec): 3 clusters
  Score: Raw -162763.965052 + Penalty 2347.096643 = -160416.868409
  nChanged 2
		SP:Iteration 35Q (91388.400000 sec): 3 clusters
  Score: Raw -162764.829723 + Penalty 2347.096643 = -160417.733080
  nChanged 3
		SP:Iteration 36Q (91388.540000 sec): 3 clusters
  Score: Raw -162766.446436 + Penalty 2347.096643 = -160419.349792
  nChanged 4
		SP:Iteration 37Q (91388.740000 sec): 3 clusters
  Score: Raw -162768.481381 + Penalty 2347.096643 = -160421.384738
  nChanged 2
		SP:Iteration 38Q (91388.890000 sec): 3 clusters
  Score: Raw -162769.747642 + Penalty 2347.096643 = -160422.650999
  nChanged 1
		SP:Iteration 39Q (91389.050000 sec): 3 clusters
  Score: Raw -162770.791959 + Penalty 2347.096643 = -160423.695316
  nChanged 0
		SP:Iteration 40F (91389.210000 sec): 3 clusters
  Score: Raw -162770.791959 + Penalty 2347.096643 = -160423.695316
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91389.310000 sec): 2 clusters
  Score: Raw -138917.772725 + Penalty 1146.067171 = -137771.705554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91389.510000 sec): 3 clusters
  Score: Raw -138515.977606 + Penalty 2292.134341 = -136223.843265
  nChanged 388
		SP:Iteration 1F (91389.700000 sec): 3 clusters
  Score: Raw -138809.867112 + Penalty 2292.134341 = -136517.732771
  nChanged 106
		SP:Iteration 2F (91389.840000 sec): 3 clusters
  Score: Raw -138904.942927 + Penalty 2292.134341 = -136612.808586
  nChanged 44
		SP:Iteration 3Q (91390.030000 sec): 3 clusters
  Score: Raw -138942.750316 + Penalty 2292.134341 = -136650.615975
  nChanged 24
		SP:Iteration 4Q (91390.250000 sec): 3 clusters
  Score: Raw -138959.934920 + Penalty 2292.134341 = -136667.800579
  nChanged 11
		SP:Iteration 5Q (91390.440000 sec): 3 clusters
  Score: Raw -138967.387084 + Penalty 2292.134341 = -136675.252743
  nChanged 12
		SP:Iteration 6Q (91390.620000 sec): 3 clusters
  Score: Raw -138974.505948 + Penalty 2292.134341 = -136682.371607
  nChanged 6
		SP:Iteration 7Q (91390.790000 sec): 3 clusters
  Score: Raw -138978.262529 + Penalty 2292.134341 = -136686.128188
  nChanged 3
		SP:Iteration 8Q (91390.960000 sec): 3 clusters
  Score: Raw -138981.262341 + Penalty 2292.134341 = -136689.128000
  nChanged 3
		SP:Iteration 9Q (91391.100000 sec): 3 clusters
  Score: Raw -138984.037616 + Penalty 2292.134341 = -136691.903275
  nChanged 6
		SP:Iteration 10Q (91391.290000 sec): 3 clusters
  Score: Raw -138988.835001 + Penalty 2292.134341 = -136696.700660
  nChanged 1
		SP:Iteration 11Q (91391.480000 sec): 3 clusters
  Score: Raw -138989.235620 + Penalty 2292.134341 = -136697.101279
  nChanged 1
		SP:Iteration 12Q (91391.640000 sec): 3 clusters
  Score: Raw -138989.681257 + Penalty 2292.134341 = -136697.546916
  nChanged 0
		SP:Iteration 13F (91391.780000 sec): 3 clusters
  Score: Raw -138989.681257 + Penalty 2292.134341 = -136697.546916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91391.870000 sec): 2 clusters
  Score: Raw -22619.713173 + Penalty 872.728680 = -21746.984494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91392.070000 sec): 3 clusters
  Score: Raw -22732.478662 + Penalty 1745.457359 = -20987.021303
  nChanged 33
		SP:Iteration 1F (91392.240000 sec): 3 clusters
  Score: Raw -22830.440115 + Penalty 1745.457359 = -21084.982756
  nChanged 18
		SP:Iteration 2F (91392.390000 sec): 3 clusters
  Score: Raw -22900.706906 + Penalty 1745.457359 = -21155.249547
  nChanged 10
		SP:Iteration 3Q (91392.580000 sec): 3 clusters
  Score: Raw -22927.795911 + Penalty 1745.457359 = -21182.338552
  nChanged 3
		SP:Iteration 4Q (91392.750000 sec): 3 clusters
  Score: Raw -22940.189005 + Penalty 1745.457359 = -21194.731646
  nChanged 4
		SP:Iteration 5Q (91392.980000 sec): 3 clusters
  Score: Raw -22960.379759 + Penalty 1745.457359 = -21214.922400
  nChanged 3
		SP:Iteration 6Q (91393.160000 sec): 3 clusters
  Score: Raw -22968.857274 + Penalty 1745.457359 = -21223.399915
  nChanged 3
		SP:Iteration 7Q (91393.330000 sec): 3 clusters
  Score: Raw -22979.766923 + Penalty 1745.457359 = -21234.309564
  nChanged 2
		SP:Iteration 8Q (91393.500000 sec): 3 clusters
  Score: Raw -22989.801474 + Penalty 1745.457359 = -21244.344115
  nChanged 2
		SP:Iteration 9Q (91393.700000 sec): 3 clusters
  Score: Raw -22996.348933 + Penalty 1745.457359 = -21250.891573
  nChanged 1
		SP:Iteration 10Q (91393.890000 sec): 3 clusters
  Score: Raw -23001.133111 + Penalty 1745.457359 = -21255.675752
  nChanged 1
		SP:Iteration 11Q (91394.060000 sec): 3 clusters
  Score: Raw -23004.985485 + Penalty 1745.457359 = -21259.528125
  nChanged 1
		SP:Iteration 12Q (91394.230000 sec): 3 clusters
  Score: Raw -23007.940285 + Penalty 1745.457359 = -21262.482926
  nChanged 0
		SP:Iteration 13F (91394.410000 sec): 3 clusters
  Score: Raw -23007.940285 + Penalty 1745.457359 = -21262.482926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91394.490000 sec): 2 clusters
  Score: Raw -103264.831343 + Penalty 1106.289428 = -102158.541914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91394.720000 sec): 3 clusters
  Score: Raw -103034.518455 + Penalty 2212.578857 = -100821.939598
  nChanged 272
		SP:Iteration 1F (91394.880000 sec): 3 clusters
  Score: Raw -103421.961740 + Penalty 2212.578857 = -101209.382884
  nChanged 95
		SP:Iteration 2F (91395.030000 sec): 3 clusters
  Score: Raw -103652.687000 + Penalty 2212.578857 = -101440.108144
  nChanged 65
		SP:Iteration 3F (91395.210000 sec): 3 clusters
  Score: Raw -103787.200713 + Penalty 2212.578857 = -101574.621856
  nChanged 46
		SP:Iteration 4F (91395.380000 sec): 3 clusters
  Score: Raw -103893.126339 + Penalty 2212.578857 = -101680.547482
  nChanged 29
		SP:Iteration 5Q (91395.560000 sec): 3 clusters
  Score: Raw -103951.001663 + Penalty 2212.578857 = -101738.422807
  nChanged 25
		SP:Iteration 6Q (91395.730000 sec): 3 clusters
  Score: Raw -104000.971763 + Penalty 2212.578857 = -101788.392906
  nChanged 18
		SP:Iteration 7Q (91395.900000 sec): 3 clusters
  Score: Raw -104031.372913 + Penalty 2212.578857 = -101818.794057
  nChanged 15
		SP:Iteration 8Q (91396.100000 sec): 3 clusters
  Score: Raw -104056.050181 + Penalty 2212.578857 = -101843.471325
  nChanged 12
		SP:Iteration 9Q (91396.240000 sec): 3 clusters
  Score: Raw -104083.419305 + Penalty 2212.578857 = -101870.840448
  nChanged 15
		SP:Iteration 10Q (91396.410000 sec): 3 clusters
  Score: Raw -104120.302673 + Penalty 2212.578857 = -101907.723816
  nChanged 9
		SP:Iteration 11Q (91396.610000 sec): 3 clusters
  Score: Raw -104136.550510 + Penalty 2212.578857 = -101923.971653
  nChanged 3
		SP:Iteration 12Q (91396.760000 sec): 3 clusters
  Score: Raw -104144.868134 + Penalty 2212.578857 = -101932.289277
  nChanged 0
		SP:Iteration 13F (91396.950000 sec): 3 clusters
  Score: Raw -104144.868134 + Penalty 2212.578857 = -101932.289277
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 18 (5474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91397.070000 sec): 2 clusters
  Score: Raw -650560.315748 + Penalty 1398.761795 = -649161.553953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91397.230000 sec): 3 clusters
  Score: Raw -647671.526400 + Penalty 2797.523589 = -644874.002811
  nChanged 2228
		SP:Iteration 1F (91397.420000 sec): 3 clusters
  Score: Raw -648892.697856 + Penalty 2797.523589 = -646095.174267
  nChanged 378
		SP:Iteration 2F (91397.610000 sec): 3 clusters
  Score: Raw -649081.013663 + Penalty 2797.523589 = -646283.490074
  nChanged 277
		SP:Iteration 3F (91397.810000 sec): 3 clusters
  Score: Raw -649213.296276 + Penalty 2797.523589 = -646415.772687
  nChanged 229
		SP:Iteration 4Q (91398.000000 sec): 3 clusters
  Score: Raw -649350.104511 + Penalty 2797.523589 = -646552.580922
  nChanged 236
		SP:Iteration 5Q (91398.230000 sec): 3 clusters
  Score: Raw -649507.948727 + Penalty 2797.523589 = -646710.425138
  nChanged 254
		SP:Iteration 6Q (91398.400000 sec): 3 clusters
  Score: Raw -649679.863572 + Penalty 2797.523589 = -646882.339982
  nChanged 250
		SP:Iteration 7Q (91398.580000 sec): 3 clusters
  Score: Raw -649831.000557 + Penalty 2797.523589 = -647033.476968
  nChanged 202
		SP:Iteration 8Q (91398.810000 sec): 3 clusters
  Score: Raw -649959.091744 + Penalty 2797.523589 = -647161.568155
  nChanged 184
		SP:Iteration 9Q (91398.970000 sec): 3 clusters
  Score: Raw -650087.059341 + Penalty 2797.523589 = -647289.535752
  nChanged 170
		SP:Iteration 10Q (91399.170000 sec): 3 clusters
  Score: Raw -650206.142993 + Penalty 2797.523589 = -647408.619404
  nChanged 152
		SP:Iteration 11Q (91399.400000 sec): 3 clusters
  Score: Raw -650309.761370 + Penalty 2797.523589 = -647512.237780
  nChanged 135
		SP:Iteration 12Q (91399.570000 sec): 3 clusters
  Score: Raw -650407.252612 + Penalty 2797.523589 = -647609.729023
  nChanged 132
		SP:Iteration 13Q (91399.760000 sec): 3 clusters
  Score: Raw -650517.047282 + Penalty 2797.523589 = -647719.523693
  nChanged 112
		SP:Iteration 14Q (91399.960000 sec): 3 clusters
  Score: Raw -650596.946482 + Penalty 2797.523589 = -647799.422893
  nChanged 94
		SP:Iteration 15Q (91400.160000 sec): 3 clusters
  Score: Raw -650656.338990 + Penalty 2797.523589 = -647858.815401
  nChanged 81
		SP:Iteration 16Q (91400.350000 sec): 3 clusters
  Score: Raw -650706.924395 + Penalty 2797.523589 = -647909.400806
  nChanged 65
		SP:Iteration 17Q (91400.560000 sec): 3 clusters
  Score: Raw -650738.625296 + Penalty 2797.523589 = -647941.101707
  nChanged 43
		SP:Iteration 18Q (91400.730000 sec): 3 clusters
  Score: Raw -650760.138762 + Penalty 2797.523589 = -647962.615173
  nChanged 31
		SP:Iteration 19Q (91400.920000 sec): 3 clusters
  Score: Raw -650772.915081 + Penalty 2797.523589 = -647975.391492
  nChanged 24
		SP:Iteration 20F (91401.090000 sec): 3 clusters
  Score: Raw -650782.613026 + Penalty 2797.523589 = -647985.089437
  nChanged 15
		SP:Iteration 21Q (91401.280000 sec): 3 clusters
  Score: Raw -650790.333133 + Penalty 2797.523589 = -647992.809543
  nChanged 19
		SP:Iteration 22Q (91401.490000 sec): 3 clusters
  Score: Raw -650799.741375 + Penalty 2797.523589 = -648002.217786
  nChanged 17
		SP:Iteration 23Q (91401.710000 sec): 3 clusters
  Score: Raw -650807.198071 + Penalty 2797.523589 = -648009.674482
  nChanged 25
		SP:Iteration 24Q (91401.860000 sec): 3 clusters
  Score: Raw -650821.721269 + Penalty 2797.523589 = -648024.197680
  nChanged 23
		SP:Iteration 25Q (91402.070000 sec): 3 clusters
  Score: Raw -650832.071077 + Penalty 2797.523589 = -648034.547488
  nChanged 23
		SP:Iteration 26Q (91402.240000 sec): 3 clusters
  Score: Raw -650843.055700 + Penalty 2797.523589 = -648045.532111
  nChanged 21
		SP:Iteration 27Q (91402.450000 sec): 3 clusters
  Score: Raw -650854.320398 + Penalty 2797.523589 = -648056.796809
  nChanged 22
		SP:Iteration 28Q (91402.630000 sec): 3 clusters
  Score: Raw -650868.374127 + Penalty 2797.523589 = -648070.850538
  nChanged 26
		SP:Iteration 29Q (91402.810000 sec): 3 clusters
  Score: Raw -650883.972917 + Penalty 2797.523589 = -648086.449328
  nChanged 18
		SP:Iteration 30Q (91403.010000 sec): 3 clusters
  Score: Raw -650892.835194 + Penalty 2797.523589 = -648095.311605
  nChanged 13
		SP:Iteration 31Q (91403.190000 sec): 3 clusters
  Score: Raw -650897.611858 + Penalty 2797.523589 = -648100.088269
  nChanged 10
		SP:Iteration 32Q (91403.400000 sec): 3 clusters
  Score: Raw -650900.703024 + Penalty 2797.523589 = -648103.179435
  nChanged 5
		SP:Iteration 33Q (91403.600000 sec): 3 clusters
  Score: Raw -650903.990668 + Penalty 2797.523589 = -648106.467079
  nChanged 6
		SP:Iteration 34Q (91403.750000 sec): 3 clusters
  Score: Raw -650906.274102 + Penalty 2797.523589 = -648108.750512
  nChanged 3
		SP:Iteration 35Q (91403.940000 sec): 3 clusters
  Score: Raw -650907.424100 + Penalty 2797.523589 = -648109.900511
  nChanged 6
		SP:Iteration 36Q (91404.120000 sec): 3 clusters
  Score: Raw -650908.636947 + Penalty 2797.523589 = -648111.113358
  nChanged 5
		SP:Iteration 37Q (91404.310000 sec): 3 clusters
  Score: Raw -650909.514370 + Penalty 2797.523589 = -648111.990780
  nChanged 2
		SP:Iteration 38Q (91404.520000 sec): 3 clusters
  Score: Raw -650910.320619 + Penalty 2797.523589 = -648112.797030
  nChanged 3
		SP:Iteration 39Q (91404.740000 sec): 3 clusters
  Score: Raw -650911.134950 + Penalty 2797.523589 = -648113.611361
  nChanged 4
		SP:Iteration 40F (91404.930000 sec): 3 clusters
  Score: Raw -650912.170441 + Penalty 2797.523589 = -648114.646852
  nChanged 2
		SP:Iteration 41Q (91405.140000 sec): 3 clusters
  Score: Raw -650912.718276 + Penalty 2797.523589 = -648115.194687
  nChanged 2
		SP:Iteration 42Q (91405.290000 sec): 3 clusters
  Score: Raw -650913.184550 + Penalty 2797.523589 = -648115.660961
  nChanged 0
		SP:Iteration 43F (91405.500000 sec): 3 clusters
  Score: Raw -650913.184550 + Penalty 2797.523589 = -648115.660961
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (5488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91405.630000 sec): 2 clusters
  Score: Raw -664921.820447 + Penalty 1399.176865 = -663522.643581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91405.820000 sec): 3 clusters
  Score: Raw -662054.224903 + Penalty 2798.353730 = -659255.871173
  nChanged 2203
		SP:Iteration 1F (91406.050000 sec): 3 clusters
  Score: Raw -663246.204737 + Penalty 2798.353730 = -660447.851007
  nChanged 424
		SP:Iteration 2F (91406.250000 sec): 3 clusters
  Score: Raw -663487.635287 + Penalty 2798.353730 = -660689.281557
  nChanged 327
		SP:Iteration 3F (91406.410000 sec): 3 clusters
  Score: Raw -663691.480229 + Penalty 2798.353730 = -660893.126499
  nChanged 314
		SP:Iteration 4F (91406.550000 sec): 3 clusters
  Score: Raw -663911.213038 + Penalty 2798.353730 = -661112.859308
  nChanged 322
		SP:Iteration 5F (91406.720000 sec): 3 clusters
  Score: Raw -664142.736919 + Penalty 2798.353730 = -661344.383189
  nChanged 277
		SP:Iteration 6F (91406.950000 sec): 3 clusters
  Score: Raw -664350.432230 + Penalty 2798.353730 = -661552.078500
  nChanged 274
		SP:Iteration 7Q (91407.150000 sec): 3 clusters
  Score: Raw -664576.778480 + Penalty 2798.353730 = -661778.424750
  nChanged 219
		SP:Iteration 8Q (91407.320000 sec): 3 clusters
  Score: Raw -664743.285580 + Penalty 2798.353730 = -661944.931850
  nChanged 187
		SP:Iteration 9Q (91407.480000 sec): 3 clusters
  Score: Raw -664864.459072 + Penalty 2798.353730 = -662066.105342
  nChanged 120
		SP:Iteration 10Q (91407.690000 sec): 3 clusters
  Score: Raw -664938.751741 + Penalty 2798.353730 = -662140.398011
  nChanged 96
		SP:Iteration 11Q (91407.870000 sec): 3 clusters
  Score: Raw -665002.504997 + Penalty 2798.353730 = -662204.151267
  nChanged 73
		SP:Iteration 12Q (91408.050000 sec): 3 clusters
  Score: Raw -665036.601186 + Penalty 2798.353730 = -662238.247456
  nChanged 58
		SP:Iteration 13Q (91408.250000 sec): 3 clusters
  Score: Raw -665073.300552 + Penalty 2798.353730 = -662274.946822
  nChanged 48
		SP:Iteration 14Q (91408.430000 sec): 3 clusters
  Score: Raw -665098.242348 + Penalty 2798.353730 = -662299.888618
  nChanged 43
		SP:Iteration 15Q (91408.630000 sec): 3 clusters
  Score: Raw -665119.114872 + Penalty 2798.353730 = -662320.761142
  nChanged 38
		SP:Iteration 16Q (91408.820000 sec): 3 clusters
  Score: Raw -665138.390207 + Penalty 2798.353730 = -662340.036477
  nChanged 28
		SP:Iteration 17Q (91409.000000 sec): 3 clusters
  Score: Raw -665149.216853 + Penalty 2798.353730 = -662350.863123
  nChanged 16
		SP:Iteration 18Q (91409.190000 sec): 3 clusters
  Score: Raw -665155.142649 + Penalty 2798.353730 = -662356.788919
  nChanged 18
		SP:Iteration 19Q (91409.370000 sec): 3 clusters
  Score: Raw -665161.734699 + Penalty 2798.353730 = -662363.380969
  nChanged 14
		SP:Iteration 20F (91409.530000 sec): 3 clusters
  Score: Raw -665167.146620 + Penalty 2798.353730 = -662368.792890
  nChanged 10
		SP:Iteration 21Q (91409.710000 sec): 3 clusters
  Score: Raw -665170.720205 + Penalty 2798.353730 = -662372.366475
  nChanged 7
		SP:Iteration 22Q (91409.920000 sec): 3 clusters
  Score: Raw -665174.242077 + Penalty 2798.353730 = -662375.888347
  nChanged 7
		SP:Iteration 23Q (91410.150000 sec): 3 clusters
  Score: Raw -665177.773286 + Penalty 2798.353730 = -662379.419556
  nChanged 9
		SP:Iteration 24Q (91410.340000 sec): 3 clusters
  Score: Raw -665180.993453 + Penalty 2798.353730 = -662382.639723
  nChanged 5
		SP:Iteration 25Q (91410.520000 sec): 3 clusters
  Score: Raw -665182.699777 + Penalty 2798.353730 = -662384.346047
  nChanged 6
		SP:Iteration 26Q (91410.770000 sec): 3 clusters
  Score: Raw -665184.273156 + Penalty 2798.353730 = -662385.919426
  nChanged 2
		SP:Iteration 27Q (91410.910000 sec): 3 clusters
  Score: Raw -665184.645103 + Penalty 2798.353730 = -662386.291373
  nChanged 2
		SP:Iteration 28Q (91411.100000 sec): 3 clusters
  Score: Raw -665184.944507 + Penalty 2798.353730 = -662386.590777
  nChanged 1
		SP:Iteration 29Q (91411.310000 sec): 3 clusters
  Score: Raw -665185.103106 + Penalty 2798.353730 = -662386.749376
  nChanged 1
		SP:Iteration 30Q (91411.520000 sec): 3 clusters
  Score: Raw -665185.238221 + Penalty 2798.353730 = -662386.884491
  nChanged 2
		SP:Iteration 31Q (91411.730000 sec): 3 clusters
  Score: Raw -665185.708231 + Penalty 2798.353730 = -662387.354501
  nChanged 1
		SP:Iteration 32Q (91411.920000 sec): 3 clusters
  Score: Raw -665186.135109 + Penalty 2798.353730 = -662387.781379
  nChanged 2
		SP:Iteration 33Q (91412.100000 sec): 3 clusters
  Score: Raw -665186.898692 + Penalty 2798.353730 = -662388.544962
  nChanged 1
		SP:Iteration 34Q (91412.330000 sec): 3 clusters
  Score: Raw -665187.326392 + Penalty 2798.353730 = -662388.972661
  nChanged 0
		SP:Iteration 35F (91412.500000 sec): 3 clusters
  Score: Raw -665187.326392 + Penalty 2798.353730 = -662388.972661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (3901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91412.630000 sec): 2 clusters
  Score: Raw -450810.193946 + Penalty 1343.710584 = -449466.483361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91412.830000 sec): 3 clusters
  Score: Raw -448953.312125 + Penalty 2687.421168 = -446265.890957
  nChanged 1499
		SP:Iteration 1F (91412.980000 sec): 3 clusters
  Score: Raw -449975.459163 + Penalty 2687.421168 = -447288.037995
  nChanged 387
		SP:Iteration 2F (91413.160000 sec): 3 clusters
  Score: Raw -450299.525641 + Penalty 2687.421168 = -447612.104473
  nChanged 285
		SP:Iteration 3F (91413.330000 sec): 3 clusters
  Score: Raw -450555.343516 + Penalty 2687.421168 = -447867.922347
  nChanged 251
		SP:Iteration 4F (91413.530000 sec): 3 clusters
  Score: Raw -450788.323325 + Penalty 2687.421168 = -448100.902156
  nChanged 219
		SP:Iteration 5F (91413.730000 sec): 3 clusters
  Score: Raw -450955.011719 + Penalty 2687.421168 = -448267.590551
  nChanged 144
		SP:Iteration 6Q (91413.930000 sec): 3 clusters
  Score: Raw -451053.064546 + Penalty 2687.421168 = -448365.643378
  nChanged 109
		SP:Iteration 7Q (91414.110000 sec): 3 clusters
  Score: Raw -451109.559343 + Penalty 2687.421168 = -448422.138175
  nChanged 84
		SP:Iteration 8Q (91414.290000 sec): 3 clusters
  Score: Raw -451151.821149 + Penalty 2687.421168 = -448464.399980
  nChanged 62
		SP:Iteration 9Q (91414.470000 sec): 3 clusters
  Score: Raw -451185.898941 + Penalty 2687.421168 = -448498.477773
  nChanged 54
		SP:Iteration 10Q (91414.650000 sec): 3 clusters
  Score: Raw -451212.614389 + Penalty 2687.421168 = -448525.193220
  nChanged 38
		SP:Iteration 11Q (91414.850000 sec): 3 clusters
  Score: Raw -451232.922561 + Penalty 2687.421168 = -448545.501393
  nChanged 34
		SP:Iteration 12Q (91415.030000 sec): 3 clusters
  Score: Raw -451248.992449 + Penalty 2687.421168 = -448561.571281
  nChanged 24
		SP:Iteration 13Q (91415.220000 sec): 3 clusters
  Score: Raw -451258.627976 + Penalty 2687.421168 = -448571.206808
  nChanged 10
		SP:Iteration 14Q (91415.370000 sec): 3 clusters
  Score: Raw -451261.747897 + Penalty 2687.421168 = -448574.326729
  nChanged 5
		SP:Iteration 15Q (91415.590000 sec): 3 clusters
  Score: Raw -451262.538551 + Penalty 2687.421168 = -448575.117383
  nChanged 3
		SP:Iteration 16Q (91415.750000 sec): 3 clusters
  Score: Raw -451263.085677 + Penalty 2687.421168 = -448575.664508
  nChanged 1
		SP:Iteration 17Q (91415.940000 sec): 3 clusters
  Score: Raw -451263.457916 + Penalty 2687.421168 = -448576.036748
  nChanged 0
		SP:Iteration 18F (91416.110000 sec): 3 clusters
  Score: Raw -451263.457916 + Penalty 2687.421168 = -448576.036748
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 21 (988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91416.190000 sec): 2 clusters
  Score: Raw -116697.915083 + Penalty 1120.548438 = -115577.366644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91416.360000 sec): 3 clusters
  Score: Raw -116356.834184 + Penalty 2241.096877 = -114115.737308
  nChanged 308
		SP:Iteration 1F (91416.530000 sec): 3 clusters
  Score: Raw -116630.507555 + Penalty 2241.096877 = -114389.410678
  nChanged 70
		SP:Iteration 2F (91416.700000 sec): 3 clusters
  Score: Raw -116708.131342 + Penalty 2241.096877 = -114467.034465
  nChanged 45
		SP:Iteration 3Q (91416.840000 sec): 3 clusters
  Score: Raw -116766.537411 + Penalty 2241.096877 = -114525.440535
  nChanged 30
		SP:Iteration 4Q (91417.030000 sec): 3 clusters
  Score: Raw -116793.332332 + Penalty 2241.096877 = -114552.235455
  nChanged 23
		SP:Iteration 5Q (91417.200000 sec): 3 clusters
  Score: Raw -116814.949403 + Penalty 2241.096877 = -114573.852526
  nChanged 23
		SP:Iteration 6Q (91417.380000 sec): 3 clusters
  Score: Raw -116833.522623 + Penalty 2241.096877 = -114592.425746
  nChanged 17
		SP:Iteration 7Q (91417.560000 sec): 3 clusters
  Score: Raw -116850.631331 + Penalty 2241.096877 = -114609.534454
  nChanged 15
		SP:Iteration 8Q (91417.750000 sec): 3 clusters
  Score: Raw -116868.463213 + Penalty 2241.096877 = -114627.366337
  nChanged 14
		SP:Iteration 9Q (91417.900000 sec): 3 clusters
  Score: Raw -116883.196743 + Penalty 2241.096877 = -114642.099867
  nChanged 14
		SP:Iteration 10Q (91418.040000 sec): 3 clusters
  Score: Raw -116896.273225 + Penalty 2241.096877 = -114655.176348
  nChanged 13
		SP:Iteration 11Q (91418.270000 sec): 3 clusters
  Score: Raw -116915.643357 + Penalty 2241.096877 = -114674.546480
  nChanged 16
		SP:Iteration 12Q (91418.440000 sec): 3 clusters
  Score: Raw -116932.944972 + Penalty 2241.096877 = -114691.848096
  nChanged 14
		SP:Iteration 13Q (91418.620000 sec): 3 clusters
  Score: Raw -116944.183289 + Penalty 2241.096877 = -114703.086412
  nChanged 9
		SP:Iteration 14Q (91418.750000 sec): 3 clusters
  Score: Raw -116953.026893 + Penalty 2241.096877 = -114711.930016
  nChanged 10
		SP:Iteration 15Q (91418.930000 sec): 3 clusters
  Score: Raw -116960.166136 + Penalty 2241.096877 = -114719.069259
  nChanged 11
		SP:Iteration 16Q (91419.110000 sec): 3 clusters
  Score: Raw -116969.867173 + Penalty 2241.096877 = -114728.770297
  nChanged 8
		SP:Iteration 17Q (91419.290000 sec): 3 clusters
  Score: Raw -116977.644575 + Penalty 2241.096877 = -114736.547698
  nChanged 4
		SP:Iteration 18Q (91419.490000 sec): 3 clusters
  Score: Raw -116981.949578 + Penalty 2241.096877 = -114740.852701
  nChanged 11
		SP:Iteration 19Q (91419.670000 sec): 3 clusters
  Score: Raw -116991.704335 + Penalty 2241.096877 = -114750.607458
  nChanged 15
		SP:Iteration 20F (91419.850000 sec): 3 clusters
  Score: Raw -117010.503805 + Penalty 2241.096877 = -114769.406928
  nChanged 18
		SP:Iteration 21Q (91420.010000 sec): 3 clusters
  Score: Raw -117027.216589 + Penalty 2241.096877 = -114786.119712
  nChanged 10
		SP:Iteration 22Q (91420.210000 sec): 3 clusters
  Score: Raw -117035.914711 + Penalty 2241.096877 = -114794.817835
  nChanged 5
		SP:Iteration 23Q (91420.390000 sec): 3 clusters
  Score: Raw -117040.194626 + Penalty 2241.096877 = -114799.097749
  nChanged 3
		SP:Iteration 24Q (91420.610000 sec): 3 clusters
  Score: Raw -117043.270331 + Penalty 2241.096877 = -114802.173455
  nChanged 4
		SP:Iteration 25Q (91420.770000 sec): 3 clusters
  Score: Raw -117047.267768 + Penalty 2241.096877 = -114806.170892
  nChanged 6
		SP:Iteration 26Q (91420.950000 sec): 3 clusters
  Score: Raw -117051.220533 + Penalty 2241.096877 = -114810.123656
  nChanged 5
		SP:Iteration 27Q (91421.130000 sec): 3 clusters
  Score: Raw -117056.646299 + Penalty 2241.096877 = -114815.549422
  nChanged 4
		SP:Iteration 28Q (91421.290000 sec): 3 clusters
  Score: Raw -117060.416365 + Penalty 2241.096877 = -114819.319488
  nChanged 1
		SP:Iteration 29Q (91421.450000 sec): 3 clusters
  Score: Raw -117060.955155 + Penalty 2241.096877 = -114819.858279
  nChanged 1
		SP:Iteration 30Q (91421.610000 sec): 3 clusters
  Score: Raw -117061.721127 + Penalty 2241.096877 = -114820.624250
  nChanged 2
		SP:Iteration 31Q (91421.840000 sec): 3 clusters
  Score: Raw -117062.643625 + Penalty 2241.096877 = -114821.546748
  nChanged 3
		SP:Iteration 32Q (91421.980000 sec): 3 clusters
  Score: Raw -117068.467588 + Penalty 2241.096877 = -114827.370711
  nChanged 3
		SP:Iteration 33Q (91422.180000 sec): 3 clusters
  Score: Raw -117070.256044 + Penalty 2241.096877 = -114829.159167
  nChanged 2
		SP:Iteration 34Q (91422.350000 sec): 3 clusters
  Score: Raw -117071.967401 + Penalty 2241.096877 = -114830.870524
  nChanged 1
		SP:Iteration 35Q (91422.510000 sec): 3 clusters
  Score: Raw -117072.178366 + Penalty 2241.096877 = -114831.081489
  nChanged 0
		SP:Iteration 36F (91422.660000 sec): 3 clusters
  Score: Raw -117072.178366 + Penalty 2241.096877 = -114831.081489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (3664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91422.800000 sec): 2 clusters
  Score: Raw -433362.335228 + Penalty 1333.525493 = -432028.809735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91423.000000 sec): 3 clusters
  Score: Raw -431565.077286 + Penalty 2667.050986 = -428898.026300
  nChanged 1415
		SP:Iteration 1F (91423.220000 sec): 3 clusters
  Score: Raw -432444.745961 + Penalty 2667.050986 = -429777.694975
  nChanged 292
		SP:Iteration 2F (91423.400000 sec): 3 clusters
  Score: Raw -432668.456539 + Penalty 2667.050986 = -430001.405553
  nChanged 243
		SP:Iteration 3F (91423.620000 sec): 3 clusters
  Score: Raw -432939.524319 + Penalty 2667.050986 = -430272.473333
  nChanged 248
		SP:Iteration 4F (91423.800000 sec): 3 clusters
  Score: Raw -433334.635014 + Penalty 2667.050986 = -430667.584028
  nChanged 249
		SP:Iteration 5F (91423.980000 sec): 3 clusters
  Score: Raw -433655.362622 + Penalty 2667.050986 = -430988.311636
  nChanged 229
		SP:Iteration 6F (91424.180000 sec): 3 clusters
  Score: Raw -433935.438248 + Penalty 2667.050986 = -431268.387262
  nChanged 183
		SP:Iteration 7Q (91424.340000 sec): 3 clusters
  Score: Raw -434120.718190 + Penalty 2667.050986 = -431453.667204
  nChanged 155
		SP:Iteration 8Q (91424.530000 sec): 3 clusters
  Score: Raw -434260.217567 + Penalty 2667.050986 = -431593.166581
  nChanged 131
		SP:Iteration 9Q (91424.740000 sec): 3 clusters
  Score: Raw -434359.945073 + Penalty 2667.050986 = -431692.894087
  nChanged 80
		SP:Iteration 10Q (91424.910000 sec): 3 clusters
  Score: Raw -434405.562137 + Penalty 2667.050986 = -431738.511151
  nChanged 53
		SP:Iteration 11Q (91425.090000 sec): 3 clusters
  Score: Raw -434432.521916 + Penalty 2667.050986 = -431765.470930
  nChanged 39
		SP:Iteration 12Q (91425.260000 sec): 3 clusters
  Score: Raw -434450.611712 + Penalty 2667.050986 = -431783.560726
  nChanged 34
		SP:Iteration 13Q (91425.460000 sec): 3 clusters
  Score: Raw -434464.090910 + Penalty 2667.050986 = -431797.039924
  nChanged 25
		SP:Iteration 14Q (91425.600000 sec): 3 clusters
  Score: Raw -434472.699573 + Penalty 2667.050986 = -431805.648587
  nChanged 17
		SP:Iteration 15Q (91425.820000 sec): 3 clusters
  Score: Raw -434477.111499 + Penalty 2667.050986 = -431810.060513
  nChanged 10
		SP:Iteration 16Q (91425.970000 sec): 3 clusters
  Score: Raw -434479.763013 + Penalty 2667.050986 = -431812.712027
  nChanged 9
		SP:Iteration 17Q (91426.150000 sec): 3 clusters
  Score: Raw -434482.096101 + Penalty 2667.050986 = -431815.045115
  nChanged 7
		SP:Iteration 18Q (91426.360000 sec): 3 clusters
  Score: Raw -434483.570477 + Penalty 2667.050986 = -431816.519491
  nChanged 4
		SP:Iteration 19Q (91426.540000 sec): 3 clusters
  Score: Raw -434484.377365 + Penalty 2667.050986 = -431817.326379
  nChanged 4
		SP:Iteration 20F (91426.720000 sec): 3 clusters
  Score: Raw -434485.058405 + Penalty 2667.050986 = -431818.007419
  nChanged 2
		SP:Iteration 21Q (91426.920000 sec): 3 clusters
  Score: Raw -434485.357013 + Penalty 2667.050986 = -431818.306027
  nChanged 0
		SP:Iteration 22F (91427.090000 sec): 3 clusters
  Score: Raw -434485.357013 + Penalty 2667.050986 = -431818.306027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 23 (153711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91428.660000 sec): 2 clusters
  Score: Raw -18966704.857891 + Penalty 1940.709793 = -18964764.148098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91429.480000 sec): 3 clusters
  Score: Raw -18865245.409179 + Penalty 3881.419586 = -18861363.989593
  nChanged 74249
		SP:Iteration 1F (91430.300000 sec): 3 clusters
  Score: Raw -18910517.825149 + Penalty 3881.419586 = -18906636.405563
  nChanged 6213
		SP:Iteration 2Q (91431.170000 sec): 3 clusters
  Score: Raw -18912967.987902 + Penalty 3881.419586 = -18909086.568316
  nChanged 7846
		SP:Iteration 3F (91432.040000 sec): 3 clusters
  Score: Raw -18917176.033990 + Penalty 3881.419586 = -18913294.614404
  nChanged 10149
		SP:Iteration 4F (91432.900000 sec): 3 clusters
  Score: Raw -18924257.413071 + Penalty 3881.419586 = -18920375.993485
  nChanged 12244
		SP:Iteration 5F (91433.700000 sec): 3 clusters
  Score: Raw -18934470.405920 + Penalty 3881.419586 = -18930588.986334
  nChanged 12833
		SP:Iteration 6F (91434.520000 sec): 3 clusters
  Score: Raw -18946533.419605 + Penalty 3881.419586 = -18942652.000019
  nChanged 10434
		SP:Iteration 7F (91435.350000 sec): 3 clusters
  Score: Raw -18956669.766786 + Penalty 3881.419586 = -18952788.347201
  nChanged 6499
		SP:Iteration 8Q (91436.140000 sec): 3 clusters
  Score: Raw -18962868.084372 + Penalty 3881.419586 = -18958986.664786
  nChanged 2934
		SP:Iteration 9Q (91437.030000 sec): 3 clusters
  Score: Raw -18965492.789073 + Penalty 3881.419586 = -18961611.369488
  nChanged 1028
		SP:Iteration 10Q (91437.840000 sec): 3 clusters
  Score: Raw -18966383.382708 + Penalty 3881.419586 = -18962501.963122
  nChanged 318
		SP:Iteration 11Q (91438.650000 sec): 3 clusters
  Score: Raw -18966672.177871 + Penalty 3881.419586 = -18962790.758286
  nChanged 115
		SP:Iteration 12Q (91439.420000 sec): 3 clusters
  Score: Raw -18966789.791822 + Penalty 3881.419586 = -18962908.372236
  nChanged 57
		SP:Iteration 13Q (91440.180000 sec): 3 clusters
  Score: Raw -18966851.729720 + Penalty 3881.419586 = -18962970.310134
  nChanged 20
		SP:Iteration 14Q (91440.960000 sec): 3 clusters
  Score: Raw -18966873.582842 + Penalty 3881.419586 = -18962992.163256
  nChanged 15
		SP:Iteration 15Q (91441.730000 sec): 3 clusters
  Score: Raw -18966892.993666 + Penalty 3881.419586 = -18963011.574081
  nChanged 13
		SP:Iteration 16Q (91442.480000 sec): 3 clusters
  Score: Raw -18966907.743946 + Penalty 3881.419586 = -18963026.324360
  nChanged 10
		SP:Iteration 17Q (91443.310000 sec): 3 clusters
  Score: Raw -18966917.667741 + Penalty 3881.419586 = -18963036.248155
  nChanged 7
		SP:Iteration 18Q (91444.100000 sec): 3 clusters
  Score: Raw -18966927.821131 + Penalty 3881.419586 = -18963046.401545
  nChanged 6
		SP:Iteration 19Q (91444.890000 sec): 3 clusters
  Score: Raw -18966936.438070 + Penalty 3881.419586 = -18963055.018484
  nChanged 5
		SP:Iteration 20F (91445.710000 sec): 3 clusters
  Score: Raw -18966941.844816 + Penalty 3881.419586 = -18963060.425230
  nChanged 5
		SP:Iteration 21Q (91446.500000 sec): 3 clusters
  Score: Raw -18966949.886471 + Penalty 3881.419586 = -18963068.466885
  nChanged 2
		SP:Iteration 22Q (91447.240000 sec): 3 clusters
  Score: Raw -18966953.054585 + Penalty 3881.419586 = -18963071.635000
  nChanged 1
		SP:Iteration 23Q (91448.000000 sec): 3 clusters
  Score: Raw -18966954.186432 + Penalty 3881.419586 = -18963072.766846
  nChanged 1
		SP:Iteration 24Q (91448.800000 sec): 3 clusters
  Score: Raw -18966954.568786 + Penalty 3881.419586 = -18963073.149200
  nChanged 0
		SP:Iteration 25F (91449.660000 sec): 3 clusters
  Score: Raw -18966954.568786 + Penalty 3881.419586 = -18963073.149200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91449.870000 sec): 2 clusters
  Score: Raw -272084.922549 + Penalty 1251.077132 = -270833.845416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91450.040000 sec): 3 clusters
  Score: Raw -271133.275240 + Penalty 2502.154265 = -268631.120975
  nChanged 761
		SP:Iteration 1F (91450.210000 sec): 3 clusters
  Score: Raw -271619.438462 + Penalty 2502.154265 = -269117.284197
  nChanged 173
		SP:Iteration 2F (91450.360000 sec): 3 clusters
  Score: Raw -271732.228325 + Penalty 2502.154265 = -269230.074060
  nChanged 108
		SP:Iteration 3Q (91450.560000 sec): 3 clusters
  Score: Raw -271794.499554 + Penalty 2502.154265 = -269292.345289
  nChanged 70
		SP:Iteration 4Q (91450.760000 sec): 3 clusters
  Score: Raw -271842.448413 + Penalty 2502.154265 = -269340.294148
  nChanged 73
		SP:Iteration 5Q (91450.940000 sec): 3 clusters
  Score: Raw -271885.459282 + Penalty 2502.154265 = -269383.305017
  nChanged 57
		SP:Iteration 6Q (91451.120000 sec): 3 clusters
  Score: Raw -271917.570852 + Penalty 2502.154265 = -269415.416587
  nChanged 50
		SP:Iteration 7Q (91451.270000 sec): 3 clusters
  Score: Raw -271942.661893 + Penalty 2502.154265 = -269440.507628
  nChanged 32
		SP:Iteration 8Q (91451.400000 sec): 3 clusters
  Score: Raw -271956.797174 + Penalty 2502.154265 = -269454.642909
  nChanged 30
		SP:Iteration 9Q (91451.620000 sec): 3 clusters
  Score: Raw -271971.206985 + Penalty 2502.154265 = -269469.052720
  nChanged 37
		SP:Iteration 10Q (91451.770000 sec): 3 clusters
  Score: Raw -271994.856496 + Penalty 2502.154265 = -269492.702231
  nChanged 38
		SP:Iteration 11Q (91451.960000 sec): 3 clusters
  Score: Raw -272014.846634 + Penalty 2502.154265 = -269512.692370
  nChanged 30
		SP:Iteration 12Q (91452.130000 sec): 3 clusters
  Score: Raw -272030.057544 + Penalty 2502.154265 = -269527.903279
  nChanged 24
		SP:Iteration 13Q (91452.290000 sec): 3 clusters
  Score: Raw -272042.920456 + Penalty 2502.154265 = -269540.766191
  nChanged 25
		SP:Iteration 14Q (91452.480000 sec): 3 clusters
  Score: Raw -272056.662894 + Penalty 2502.154265 = -269554.508629
  nChanged 27
		SP:Iteration 15Q (91452.670000 sec): 3 clusters
  Score: Raw -272072.178103 + Penalty 2502.154265 = -269570.023838
  nChanged 24
		SP:Iteration 16Q (91452.860000 sec): 3 clusters
  Score: Raw -272084.195349 + Penalty 2502.154265 = -269582.041084
  nChanged 28
		SP:Iteration 17Q (91453.010000 sec): 3 clusters
  Score: Raw -272099.738582 + Penalty 2502.154265 = -269597.584317
  nChanged 27
		SP:Iteration 18Q (91453.230000 sec): 3 clusters
  Score: Raw -272115.400993 + Penalty 2502.154265 = -269613.246728
  nChanged 24
		SP:Iteration 19Q (91453.390000 sec): 3 clusters
  Score: Raw -272127.771888 + Penalty 2502.154265 = -269625.617623
  nChanged 14
		SP:Iteration 20F (91453.580000 sec): 3 clusters
  Score: Raw -272136.081471 + Penalty 2502.154265 = -269633.927206
  nChanged 19
		SP:Iteration 21Q (91453.770000 sec): 3 clusters
  Score: Raw -272145.684141 + Penalty 2502.154265 = -269643.529876
  nChanged 19
		SP:Iteration 22Q (91453.960000 sec): 3 clusters
  Score: Raw -272154.890079 + Penalty 2502.154265 = -269652.735814
  nChanged 21
		SP:Iteration 23Q (91454.110000 sec): 3 clusters
  Score: Raw -272166.178366 + Penalty 2502.154265 = -269664.024101
  nChanged 18
		SP:Iteration 24Q (91454.260000 sec): 3 clusters
  Score: Raw -272175.963265 + Penalty 2502.154265 = -269673.809000
  nChanged 15
		SP:Iteration 25Q (91454.420000 sec): 3 clusters
  Score: Raw -272183.340260 + Penalty 2502.154265 = -269681.185995
  nChanged 15
		SP:Iteration 26Q (91454.610000 sec): 3 clusters
  Score: Raw -272192.411160 + Penalty 2502.154265 = -269690.256895
  nChanged 12
		SP:Iteration 27Q (91454.840000 sec): 3 clusters
  Score: Raw -272200.718140 + Penalty 2502.154265 = -269698.563875
  nChanged 11
		SP:Iteration 28Q (91455.010000 sec): 3 clusters
  Score: Raw -272205.655466 + Penalty 2502.154265 = -269703.501201
  nChanged 11
		SP:Iteration 29Q (91455.150000 sec): 3 clusters
  Score: Raw -272210.744213 + Penalty 2502.154265 = -269708.589948
  nChanged 8
		SP:Iteration 30Q (91455.330000 sec): 3 clusters
  Score: Raw -272216.838055 + Penalty 2502.154265 = -269714.683790
  nChanged 6
		SP:Iteration 31Q (91455.530000 sec): 3 clusters
  Score: Raw -272219.219414 + Penalty 2502.154265 = -269717.065149
  nChanged 3
		SP:Iteration 32Q (91455.720000 sec): 3 clusters
  Score: Raw -272220.836384 + Penalty 2502.154265 = -269718.682119
  nChanged 6
		SP:Iteration 33Q (91455.930000 sec): 3 clusters
  Score: Raw -272224.719084 + Penalty 2502.154265 = -269722.564819
  nChanged 4
		SP:Iteration 34Q (91456.110000 sec): 3 clusters
  Score: Raw -272226.906283 + Penalty 2502.154265 = -269724.752018
  nChanged 3
		SP:Iteration 35Q (91456.300000 sec): 3 clusters
  Score: Raw -272230.024069 + Penalty 2502.154265 = -269727.869804
  nChanged 8
		SP:Iteration 36Q (91456.500000 sec): 3 clusters
  Score: Raw -272234.326163 + Penalty 2502.154265 = -269732.171898
  nChanged 6
		SP:Iteration 37Q (91456.690000 sec): 3 clusters
  Score: Raw -272237.165555 + Penalty 2502.154265 = -269735.011290
  nChanged 3
		SP:Iteration 38Q (91456.830000 sec): 3 clusters
  Score: Raw -272238.405149 + Penalty 2502.154265 = -269736.250884
  nChanged 2
		SP:Iteration 39Q (91457.040000 sec): 3 clusters
  Score: Raw -272239.557359 + Penalty 2502.154265 = -269737.403094
  nChanged 1
		SP:Iteration 40F (91457.230000 sec): 3 clusters
  Score: Raw -272239.991794 + Penalty 2502.154265 = -269737.837529
  nChanged 2
		SP:Iteration 41Q (91457.410000 sec): 3 clusters
  Score: Raw -272240.940332 + Penalty 2502.154265 = -269738.786067
  nChanged 2
		SP:Iteration 42Q (91457.570000 sec): 3 clusters
  Score: Raw -272242.142899 + Penalty 2502.154265 = -269739.988634
  nChanged 4
		SP:Iteration 43Q (91457.770000 sec): 3 clusters
  Score: Raw -272244.497352 + Penalty 2502.154265 = -269742.343087
  nChanged 1
		SP:Iteration 44Q (91457.950000 sec): 3 clusters
  Score: Raw -272245.629099 + Penalty 2502.154265 = -269743.474834
  nChanged 3
		SP:Iteration 45Q (91458.150000 sec): 3 clusters
  Score: Raw -272247.530349 + Penalty 2502.154265 = -269745.376085
  nChanged 4
		SP:Iteration 46Q (91458.310000 sec): 3 clusters
  Score: Raw -272250.734920 + Penalty 2502.154265 = -269748.580655
  nChanged 6
		SP:Iteration 47Q (91458.520000 sec): 3 clusters
  Score: Raw -272253.864364 + Penalty 2502.154265 = -269751.710099
  nChanged 8
		SP:Iteration 48Q (91458.650000 sec): 3 clusters
  Score: Raw -272258.388697 + Penalty 2502.154265 = -269756.234432
  nChanged 5
		SP:Iteration 49Q (91458.850000 sec): 3 clusters
  Score: Raw -272261.213556 + Penalty 2502.154265 = -269759.059291
  nChanged 4
		SP:Iteration 50Q (91459.050000 sec): 3 clusters
  Score: Raw -272262.965991 + Penalty 2502.154265 = -269760.811726
  nChanged 1
		SP:Iteration 51Q (91459.210000 sec): 3 clusters
  Score: Raw -272263.134660 + Penalty 2502.154265 = -269760.980395
  nChanged 2
		SP:Iteration 52Q (91459.400000 sec): 3 clusters
  Score: Raw -272264.057889 + Penalty 2502.154265 = -269761.903624
  nChanged 1
		SP:Iteration 53Q (91459.580000 sec): 3 clusters
  Score: Raw -272264.470866 + Penalty 2502.154265 = -269762.316602
  nChanged 0
		SP:Iteration 54F (91459.750000 sec): 3 clusters
  Score: Raw -272264.470866 + Penalty 2502.154265 = -269762.316602
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (1877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91459.850000 sec): 2 clusters
  Score: Raw -206268.544916 + Penalty 1224.832381 = -205043.712535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91460.030000 sec): 3 clusters
  Score: Raw -205525.780406 + Penalty 2449.664762 = -203076.115644
  nChanged 647
		SP:Iteration 1F (91460.210000 sec): 3 clusters
  Score: Raw -206043.975718 + Penalty 2449.664762 = -203594.310956
  nChanged 176
		SP:Iteration 2F (91460.380000 sec): 3 clusters
  Score: Raw -206196.611871 + Penalty 2449.664762 = -203746.947110
  nChanged 104
		SP:Iteration 3F (91460.550000 sec): 3 clusters
  Score: Raw -206279.935782 + Penalty 2449.664762 = -203830.271020
  nChanged 76
		SP:Iteration 4Q (91460.730000 sec): 3 clusters
  Score: Raw -206346.714061 + Penalty 2449.664762 = -203897.049299
  nChanged 68
		SP:Iteration 5Q (91460.920000 sec): 3 clusters
  Score: Raw -206406.842015 + Penalty 2449.664762 = -203957.177253
  nChanged 60
		SP:Iteration 6Q (91461.120000 sec): 3 clusters
  Score: Raw -206459.783468 + Penalty 2449.664762 = -204010.118706
  nChanged 67
		SP:Iteration 7Q (91461.300000 sec): 3 clusters
  Score: Raw -206527.963182 + Penalty 2449.664762 = -204078.298420
  nChanged 59
		SP:Iteration 8Q (91461.520000 sec): 3 clusters
  Score: Raw -206583.764413 + Penalty 2449.664762 = -204134.099651
  nChanged 64
		SP:Iteration 9Q (91461.700000 sec): 3 clusters
  Score: Raw -206645.472788 + Penalty 2449.664762 = -204195.808026
  nChanged 61
		SP:Iteration 10Q (91461.850000 sec): 3 clusters
  Score: Raw -206702.984206 + Penalty 2449.664762 = -204253.319444
  nChanged 52
		SP:Iteration 11Q (91462.070000 sec): 3 clusters
  Score: Raw -206746.765649 + Penalty 2449.664762 = -204297.100887
  nChanged 37
		SP:Iteration 12Q (91462.250000 sec): 3 clusters
  Score: Raw -206778.450699 + Penalty 2449.664762 = -204328.785937
  nChanged 37
		SP:Iteration 13Q (91462.430000 sec): 3 clusters
  Score: Raw -206809.945676 + Penalty 2449.664762 = -204360.280914
  nChanged 26
		SP:Iteration 14Q (91462.620000 sec): 3 clusters
  Score: Raw -206824.443728 + Penalty 2449.664762 = -204374.778966
  nChanged 14
		SP:Iteration 15Q (91462.760000 sec): 3 clusters
  Score: Raw -206832.618034 + Penalty 2449.664762 = -204382.953272
  nChanged 16
		SP:Iteration 16Q (91462.960000 sec): 3 clusters
  Score: Raw -206839.740010 + Penalty 2449.664762 = -204390.075248
  nChanged 6
		SP:Iteration 17Q (91463.150000 sec): 3 clusters
  Score: Raw -206842.313913 + Penalty 2449.664762 = -204392.649151
  nChanged 6
		SP:Iteration 18Q (91463.340000 sec): 3 clusters
  Score: Raw -206846.052687 + Penalty 2449.664762 = -204396.387925
  nChanged 4
		SP:Iteration 19Q (91463.500000 sec): 3 clusters
  Score: Raw -206849.006364 + Penalty 2449.664762 = -204399.341602
  nChanged 6
		SP:Iteration 20F (91463.700000 sec): 3 clusters
  Score: Raw -206852.622205 + Penalty 2449.664762 = -204402.957444
  nChanged 4
		SP:Iteration 21Q (91463.860000 sec): 3 clusters
  Score: Raw -206855.078642 + Penalty 2449.664762 = -204405.413880
  nChanged 2
		SP:Iteration 22Q (91464.030000 sec): 3 clusters
  Score: Raw -206855.821459 + Penalty 2449.664762 = -204406.156697
  nChanged 1
		SP:Iteration 23Q (91464.240000 sec): 3 clusters
  Score: Raw -206856.396499 + Penalty 2449.664762 = -204406.731737
  nChanged 2
		SP:Iteration 24Q (91464.430000 sec): 3 clusters
  Score: Raw -206857.542846 + Penalty 2449.664762 = -204407.878084
  nChanged 2
		SP:Iteration 25Q (91464.600000 sec): 3 clusters
  Score: Raw -206858.059729 + Penalty 2449.664762 = -204408.394967
  nChanged 1
		SP:Iteration 26Q (91464.750000 sec): 3 clusters
  Score: Raw -206858.229220 + Penalty 2449.664762 = -204408.564458
  nChanged 0
		SP:Iteration 27F (91464.950000 sec): 3 clusters
  Score: Raw -206858.229220 + Penalty 2449.664762 = -204408.564458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 26 (13668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91465.080000 sec): 2 clusters
  Score: Raw -1656007.614428 + Penalty 1547.457050 = -1654460.157378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91465.300000 sec): 3 clusters
  Score: Raw -1648055.603971 + Penalty 3094.914099 = -1644960.689872
  nChanged 5984
		SP:Iteration 1F (91465.550000 sec): 3 clusters
  Score: Raw -1651543.317069 + Penalty 3094.914099 = -1648448.402970
  nChanged 1045
		SP:Iteration 2F (91465.780000 sec): 3 clusters
  Score: Raw -1652320.417616 + Penalty 3094.914099 = -1649225.503517
  nChanged 1135
		SP:Iteration 3F (91466.040000 sec): 3 clusters
  Score: Raw -1653222.437392 + Penalty 3094.914099 = -1650127.523292
  nChanged 1122
		SP:Iteration 4F (91466.260000 sec): 3 clusters
  Score: Raw -1654125.675315 + Penalty 3094.914099 = -1651030.761215
  nChanged 970
		SP:Iteration 5F (91466.500000 sec): 3 clusters
  Score: Raw -1654894.923828 + Penalty 3094.914099 = -1651800.009729
  nChanged 772
		SP:Iteration 6F (91466.740000 sec): 3 clusters
  Score: Raw -1655509.192282 + Penalty 3094.914099 = -1652414.278183
  nChanged 557
		SP:Iteration 7Q (91466.950000 sec): 3 clusters
  Score: Raw -1655965.834147 + Penalty 3094.914099 = -1652870.920047
  nChanged 424
		SP:Iteration 8Q (91467.170000 sec): 3 clusters
  Score: Raw -1656309.469450 + Penalty 3094.914099 = -1653214.555351
  nChanged 349
		SP:Iteration 9Q (91467.400000 sec): 3 clusters
  Score: Raw -1656643.121845 + Penalty 3094.914099 = -1653548.207746
  nChanged 281
		SP:Iteration 10Q (91467.640000 sec): 3 clusters
  Score: Raw -1656904.773164 + Penalty 3094.914099 = -1653809.859065
  nChanged 225
		SP:Iteration 11Q (91467.860000 sec): 3 clusters
  Score: Raw -1657118.664963 + Penalty 3094.914099 = -1654023.750864
  nChanged 192
		SP:Iteration 12Q (91468.080000 sec): 3 clusters
  Score: Raw -1657248.169223 + Penalty 3094.914099 = -1654153.255124
  nChanged 129
		SP:Iteration 13Q (91468.290000 sec): 3 clusters
  Score: Raw -1657319.502279 + Penalty 3094.914099 = -1654224.588180
  nChanged 98
		SP:Iteration 14Q (91468.540000 sec): 3 clusters
  Score: Raw -1657353.965871 + Penalty 3094.914099 = -1654259.051771
  nChanged 61
		SP:Iteration 15Q (91468.750000 sec): 3 clusters
  Score: Raw -1657369.360802 + Penalty 3094.914099 = -1654274.446703
  nChanged 46
		SP:Iteration 16Q (91468.960000 sec): 3 clusters
  Score: Raw -1657376.997487 + Penalty 3094.914099 = -1654282.083387
  nChanged 27
		SP:Iteration 17Q (91469.200000 sec): 3 clusters
  Score: Raw -1657381.829671 + Penalty 3094.914099 = -1654286.915572
  nChanged 27
		SP:Iteration 18Q (91469.350000 sec): 3 clusters
  Score: Raw -1657385.617631 + Penalty 3094.914099 = -1654290.703532
  nChanged 14
		SP:Iteration 19Q (91469.580000 sec): 3 clusters
  Score: Raw -1657387.616271 + Penalty 3094.914099 = -1654292.702172
  nChanged 13
		SP:Iteration 20F (91469.790000 sec): 3 clusters
  Score: Raw -1657389.245737 + Penalty 3094.914099 = -1654294.331638
  nChanged 10
		SP:Iteration 21Q (91470.020000 sec): 3 clusters
  Score: Raw -1657390.478738 + Penalty 3094.914099 = -1654295.564639
  nChanged 8
		SP:Iteration 22Q (91470.220000 sec): 3 clusters
  Score: Raw -1657391.190123 + Penalty 3094.914099 = -1654296.276024
  nChanged 2
		SP:Iteration 23Q (91470.440000 sec): 3 clusters
  Score: Raw -1657391.437860 + Penalty 3094.914099 = -1654296.523761
  nChanged 1
		SP:Iteration 24Q (91470.680000 sec): 3 clusters
  Score: Raw -1657391.567543 + Penalty 3094.914099 = -1654296.653444
  nChanged 2
		SP:Iteration 25Q (91470.900000 sec): 3 clusters
  Score: Raw -1657391.669524 + Penalty 3094.914099 = -1654296.755425
  nChanged 3
		SP:Iteration 26Q (91471.120000 sec): 3 clusters
  Score: Raw -1657392.251102 + Penalty 3094.914099 = -1654297.337002
  nChanged 2
		SP:Iteration 27Q (91471.310000 sec): 3 clusters
  Score: Raw -1657392.551288 + Penalty 3094.914099 = -1654297.637189
  nChanged 2
		SP:Iteration 28Q (91471.530000 sec): 3 clusters
  Score: Raw -1657392.665981 + Penalty 3094.914099 = -1654297.751882
  nChanged 0
		SP:Iteration 29F (91471.750000 sec): 3 clusters
  Score: Raw -1657392.665981 + Penalty 3094.914099 = -1654297.751882
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91471.920000 sec): 2 clusters
  Score: Raw -372491.570773 + Penalty 1311.318987 = -371180.251786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91472.080000 sec): 3 clusters
  Score: Raw -370953.917945 + Penalty 2622.637975 = -368331.279971
  nChanged 1237
		SP:Iteration 1F (91472.260000 sec): 3 clusters
  Score: Raw -371703.814761 + Penalty 2622.637975 = -369081.176786
  nChanged 244
		SP:Iteration 2F (91472.430000 sec): 3 clusters
  Score: Raw -371875.770025 + Penalty 2622.637975 = -369253.132050
  nChanged 198
		SP:Iteration 3F (91472.620000 sec): 3 clusters
  Score: Raw -372046.555214 + Penalty 2622.637975 = -369423.917240
  nChanged 180
		SP:Iteration 4F (91472.810000 sec): 3 clusters
  Score: Raw -372241.001274 + Penalty 2622.637975 = -369618.363300
  nChanged 168
		SP:Iteration 5F (91473.020000 sec): 3 clusters
  Score: Raw -372422.697034 + Penalty 2622.637975 = -369800.059059
  nChanged 167
		SP:Iteration 6F (91473.190000 sec): 3 clusters
  Score: Raw -372615.746811 + Penalty 2622.637975 = -369993.108836
  nChanged 159
		SP:Iteration 7Q (91473.350000 sec): 3 clusters
  Score: Raw -372735.909541 + Penalty 2622.637975 = -370113.271567
  nChanged 111
		SP:Iteration 8Q (91473.550000 sec): 3 clusters
  Score: Raw -372806.322195 + Penalty 2622.637975 = -370183.684220
  nChanged 103
		SP:Iteration 9Q (91473.740000 sec): 3 clusters
  Score: Raw -372884.214965 + Penalty 2622.637975 = -370261.576990
  nChanged 78
		SP:Iteration 10Q (91473.870000 sec): 3 clusters
  Score: Raw -372941.848960 + Penalty 2622.637975 = -370319.210985
  nChanged 68
		SP:Iteration 11Q (91474.050000 sec): 3 clusters
  Score: Raw -372996.222470 + Penalty 2622.637975 = -370373.584495
  nChanged 62
		SP:Iteration 12Q (91474.230000 sec): 3 clusters
  Score: Raw -373046.423686 + Penalty 2622.637975 = -370423.785711
  nChanged 61
		SP:Iteration 13Q (91474.390000 sec): 3 clusters
  Score: Raw -373092.772055 + Penalty 2622.637975 = -370470.134081
  nChanged 63
		SP:Iteration 14Q (91474.590000 sec): 3 clusters
  Score: Raw -373146.755222 + Penalty 2622.637975 = -370524.117247
  nChanged 74
		SP:Iteration 15Q (91474.750000 sec): 3 clusters
  Score: Raw -373216.742361 + Penalty 2622.637975 = -370594.104386
  nChanged 73
		SP:Iteration 16Q (91474.920000 sec): 3 clusters
  Score: Raw -373281.295330 + Penalty 2622.637975 = -370658.657356
  nChanged 75
		SP:Iteration 17Q (91475.090000 sec): 3 clusters
  Score: Raw -373347.464404 + Penalty 2622.637975 = -370724.826429
  nChanged 62
		SP:Iteration 18Q (91475.260000 sec): 3 clusters
  Score: Raw -373397.886727 + Penalty 2622.637975 = -370775.248753
  nChanged 39
		SP:Iteration 19Q (91475.430000 sec): 3 clusters
  Score: Raw -373418.581618 + Penalty 2622.637975 = -370795.943643
  nChanged 25
		SP:Iteration 20F (91475.610000 sec): 3 clusters
  Score: Raw -373432.611552 + Penalty 2622.637975 = -370809.973577
  nChanged 30
		SP:Iteration 21Q (91475.770000 sec): 3 clusters
  Score: Raw -373449.719549 + Penalty 2622.637975 = -370827.081574
  nChanged 23
		SP:Iteration 22Q (91475.980000 sec): 3 clusters
  Score: Raw -373463.693892 + Penalty 2622.637975 = -370841.055917
  nChanged 17
		SP:Iteration 23Q (91476.130000 sec): 3 clusters
  Score: Raw -373472.552229 + Penalty 2622.637975 = -370849.914254
  nChanged 7
		SP:Iteration 24Q (91476.320000 sec): 3 clusters
  Score: Raw -373477.100146 + Penalty 2622.637975 = -370854.462171
  nChanged 5
		SP:Iteration 25Q (91476.520000 sec): 3 clusters
  Score: Raw -373480.761268 + Penalty 2622.637975 = -370858.123294
  nChanged 5
		SP:Iteration 26Q (91476.680000 sec): 3 clusters
  Score: Raw -373482.415272 + Penalty 2622.637975 = -370859.777298
  nChanged 5
		SP:Iteration 27Q (91476.840000 sec): 3 clusters
  Score: Raw -373483.898001 + Penalty 2622.637975 = -370861.260026
  nChanged 2
		SP:Iteration 28Q (91477.070000 sec): 3 clusters
  Score: Raw -373484.104702 + Penalty 2622.637975 = -370861.466728
  nChanged 0
		SP:Iteration 29F (91477.220000 sec): 3 clusters
  Score: Raw -373484.104702 + Penalty 2622.637975 = -370861.466728
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (2002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91477.290000 sec): 2 clusters
  Score: Raw -230257.519238 + Penalty 1235.309068 = -229022.210169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91477.510000 sec): 3 clusters
  Score: Raw -229438.330015 + Penalty 2470.618137 = -226967.711878
  nChanged 728
		SP:Iteration 1F (91477.680000 sec): 3 clusters
  Score: Raw -229924.707619 + Penalty 2470.618137 = -227454.089482
  nChanged 148
		SP:Iteration 2F (91477.810000 sec): 3 clusters
  Score: Raw -230038.582457 + Penalty 2470.618137 = -227567.964320
  nChanged 97
		SP:Iteration 3Q (91477.980000 sec): 3 clusters
  Score: Raw -230154.818857 + Penalty 2470.618137 = -227684.200720
  nChanged 110
		SP:Iteration 4F (91478.180000 sec): 3 clusters
  Score: Raw -230338.218396 + Penalty 2470.618137 = -227867.600259
  nChanged 111
		SP:Iteration 5F (91478.330000 sec): 3 clusters
  Score: Raw -230509.190240 + Penalty 2470.618137 = -228038.572103
  nChanged 123
		SP:Iteration 6F (91478.480000 sec): 3 clusters
  Score: Raw -230719.840533 + Penalty 2470.618137 = -228249.222396
  nChanged 129
		SP:Iteration 7F (91478.630000 sec): 3 clusters
  Score: Raw -230896.919608 + Penalty 2470.618137 = -228426.301471
  nChanged 102
		SP:Iteration 8F (91478.810000 sec): 3 clusters
  Score: Raw -231010.295983 + Penalty 2470.618137 = -228539.677847
  nChanged 74
		SP:Iteration 9Q (91478.990000 sec): 3 clusters
  Score: Raw -231083.770639 + Penalty 2470.618137 = -228613.152502
  nChanged 45
		SP:Iteration 10Q (91479.180000 sec): 3 clusters
  Score: Raw -231118.076364 + Penalty 2470.618137 = -228647.458227
  nChanged 23
		SP:Iteration 11Q (91479.360000 sec): 3 clusters
  Score: Raw -231131.150942 + Penalty 2470.618137 = -228660.532805
  nChanged 15
		SP:Iteration 12Q (91479.560000 sec): 3 clusters
  Score: Raw -231140.821518 + Penalty 2470.618137 = -228670.203381
  nChanged 10
		SP:Iteration 13Q (91479.730000 sec): 3 clusters
  Score: Raw -231147.395325 + Penalty 2470.618137 = -228676.777188
  nChanged 6
		SP:Iteration 14Q (91479.900000 sec): 3 clusters
  Score: Raw -231151.405368 + Penalty 2470.618137 = -228680.787231
  nChanged 7
		SP:Iteration 15Q (91480.090000 sec): 3 clusters
  Score: Raw -231156.619154 + Penalty 2470.618137 = -228686.001017
  nChanged 3
		SP:Iteration 16Q (91480.260000 sec): 3 clusters
  Score: Raw -231157.377913 + Penalty 2470.618137 = -228686.759776
  nChanged 0
		SP:Iteration 17F (91480.410000 sec): 3 clusters
  Score: Raw -231157.377913 + Penalty 2470.618137 = -228686.759776
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (49899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91480.780000 sec): 2 clusters
  Score: Raw -5800691.895778 + Penalty 1757.885389 = -5798934.010388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91481.180000 sec): 3 clusters
  Score: Raw -5769106.778356 + Penalty 3515.770778 = -5765591.007578
  nChanged 23443
		SP:Iteration 1F (91481.590000 sec): 3 clusters
  Score: Raw -5782589.062711 + Penalty 3515.770778 = -5779073.291933
  nChanged 2481
		SP:Iteration 2Q (91481.980000 sec): 3 clusters
  Score: Raw -5783678.923681 + Penalty 3515.770778 = -5780163.152902
  nChanged 2779
		SP:Iteration 3F (91482.390000 sec): 3 clusters
  Score: Raw -5785170.422734 + Penalty 3515.770778 = -5781654.651956
  nChanged 3115
		SP:Iteration 4F (91482.750000 sec): 3 clusters
  Score: Raw -5786976.192199 + Penalty 3515.770778 = -5783460.421421
  nChanged 3217
		SP:Iteration 5F (91483.120000 sec): 3 clusters
  Score: Raw -5788997.664669 + Penalty 3515.770778 = -5785481.893890
  nChanged 3192
		SP:Iteration 6F (91483.490000 sec): 3 clusters
  Score: Raw -5791051.279188 + Penalty 3515.770778 = -5787535.508409
  nChanged 3051
		SP:Iteration 7F (91483.870000 sec): 3 clusters
  Score: Raw -5792858.870571 + Penalty 3515.770778 = -5789343.099793
  nChanged 2590
		SP:Iteration 8F (91484.220000 sec): 3 clusters
  Score: Raw -5794260.655661 + Penalty 3515.770778 = -5790744.884883
  nChanged 2214
		SP:Iteration 9Q (91484.640000 sec): 3 clusters
  Score: Raw -5795348.599936 + Penalty 3515.770778 = -5791832.829157
  nChanged 1901
		SP:Iteration 10Q (91485.050000 sec): 3 clusters
  Score: Raw -5796206.852530 + Penalty 3515.770778 = -5792691.081751
  nChanged 1627
		SP:Iteration 11Q (91485.420000 sec): 3 clusters
  Score: Raw -5796982.215837 + Penalty 3515.770778 = -5793466.445058
  nChanged 1546
		SP:Iteration 12Q (91485.780000 sec): 3 clusters
  Score: Raw -5797749.155768 + Penalty 3515.770778 = -5794233.384989
  nChanged 1463
		SP:Iteration 13Q (91486.180000 sec): 3 clusters
  Score: Raw -5798481.619779 + Penalty 3515.770778 = -5794965.849001
  nChanged 1284
		SP:Iteration 14Q (91486.530000 sec): 3 clusters
  Score: Raw -5799112.889130 + Penalty 3515.770778 = -5795597.118351
  nChanged 1103
		SP:Iteration 15Q (91486.900000 sec): 3 clusters
  Score: Raw -5799680.246895 + Penalty 3515.770778 = -5796164.476117
  nChanged 968
		SP:Iteration 16Q (91487.250000 sec): 3 clusters
  Score: Raw -5800180.500962 + Penalty 3515.770778 = -5796664.730183
  nChanged 795
		SP:Iteration 17Q (91487.600000 sec): 3 clusters
  Score: Raw -5800577.437416 + Penalty 3515.770778 = -5797061.666638
  nChanged 604
		SP:Iteration 18Q (91487.960000 sec): 3 clusters
  Score: Raw -5800888.941582 + Penalty 3515.770778 = -5797373.170803
  nChanged 460
		SP:Iteration 19Q (91488.350000 sec): 3 clusters
  Score: Raw -5801107.536640 + Penalty 3515.770778 = -5797591.765861
  nChanged 348
		SP:Iteration 20F (91488.720000 sec): 3 clusters
  Score: Raw -5801269.975710 + Penalty 3515.770778 = -5797754.204932
  nChanged 246
		SP:Iteration 21Q (91489.090000 sec): 3 clusters
  Score: Raw -5801377.474884 + Penalty 3515.770778 = -5797861.704106
  nChanged 189
		SP:Iteration 22Q (91489.470000 sec): 3 clusters
  Score: Raw -5801450.480911 + Penalty 3515.770778 = -5797934.710133
  nChanged 138
		SP:Iteration 23Q (91489.820000 sec): 3 clusters
  Score: Raw -5801495.279597 + Penalty 3515.770778 = -5797979.508819
  nChanged 86
		SP:Iteration 24Q (91490.190000 sec): 3 clusters
  Score: Raw -5801519.600539 + Penalty 3515.770778 = -5798003.829761
  nChanged 55
		SP:Iteration 25Q (91490.520000 sec): 3 clusters
  Score: Raw -5801535.925454 + Penalty 3515.770778 = -5798020.154675
  nChanged 45
		SP:Iteration 26Q (91490.950000 sec): 3 clusters
  Score: Raw -5801552.722323 + Penalty 3515.770778 = -5798036.951545
  nChanged 46
		SP:Iteration 27Q (91491.310000 sec): 3 clusters
  Score: Raw -5801572.071753 + Penalty 3515.770778 = -5798056.300975
  nChanged 32
		SP:Iteration 28Q (91491.680000 sec): 3 clusters
  Score: Raw -5801582.344917 + Penalty 3515.770778 = -5798066.574139
  nChanged 22
		SP:Iteration 29Q (91492.060000 sec): 3 clusters
  Score: Raw -5801590.444012 + Penalty 3515.770778 = -5798074.673234
  nChanged 23
		SP:Iteration 30Q (91492.420000 sec): 3 clusters
  Score: Raw -5801597.707188 + Penalty 3515.770778 = -5798081.936410
  nChanged 22
		SP:Iteration 31Q (91492.790000 sec): 3 clusters
  Score: Raw -5801604.612560 + Penalty 3515.770778 = -5798088.841781
  nChanged 27
		SP:Iteration 32Q (91493.170000 sec): 3 clusters
  Score: Raw -5801611.809899 + Penalty 3515.770778 = -5798096.039121
  nChanged 15
		SP:Iteration 33Q (91493.560000 sec): 3 clusters
  Score: Raw -5801615.500815 + Penalty 3515.770778 = -5798099.730036
  nChanged 9
		SP:Iteration 34Q (91493.950000 sec): 3 clusters
  Score: Raw -5801617.322145 + Penalty 3515.770778 = -5798101.551366
  nChanged 9
		SP:Iteration 35Q (91494.340000 sec): 3 clusters
  Score: Raw -5801619.415997 + Penalty 3515.770778 = -5798103.645218
  nChanged 7
		SP:Iteration 36Q (91494.740000 sec): 3 clusters
  Score: Raw -5801621.791698 + Penalty 3515.770778 = -5798106.020920
  nChanged 10
		SP:Iteration 37Q (91495.140000 sec): 3 clusters
  Score: Raw -5801625.160213 + Penalty 3515.770778 = -5798109.389435
  nChanged 10
		SP:Iteration 38Q (91495.500000 sec): 3 clusters
  Score: Raw -5801627.982843 + Penalty 3515.770778 = -5798112.212065
  nChanged 10
		SP:Iteration 39Q (91495.930000 sec): 3 clusters
  Score: Raw -5801630.762658 + Penalty 3515.770778 = -5798114.991879
  nChanged 8
		SP:Iteration 40F (91496.280000 sec): 3 clusters
  Score: Raw -5801632.757513 + Penalty 3515.770778 = -5798116.986735
  nChanged 3
		SP:Iteration 41Q (91496.620000 sec): 3 clusters
  Score: Raw -5801633.131761 + Penalty 3515.770778 = -5798117.360983
  nChanged 3
		SP:Iteration 42Q (91497.020000 sec): 3 clusters
  Score: Raw -5801633.616925 + Penalty 3515.770778 = -5798117.846146
  nChanged 2
		SP:Iteration 43Q (91497.380000 sec): 3 clusters
  Score: Raw -5801633.917266 + Penalty 3515.770778 = -5798118.146487
  nChanged 1
		SP:Iteration 44Q (91497.720000 sec): 3 clusters
  Score: Raw -5801633.947564 + Penalty 3515.770778 = -5798118.176785
  nChanged 0
		SP:Iteration 45F (91498.110000 sec): 3 clusters
  Score: Raw -5801633.947564 + Penalty 3515.770778 = -5798118.176785
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (2378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91498.220000 sec): 2 clusters
  Score: Raw -278422.026052 + Penalty 1263.277450 = -277158.748602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91498.380000 sec): 3 clusters
  Score: Raw -277356.295349 + Penalty 2526.554900 = -274829.740449
  nChanged 841
		SP:Iteration 1F (91498.560000 sec): 3 clusters
  Score: Raw -278021.375854 + Penalty 2526.554900 = -275494.820953
  nChanged 234
		SP:Iteration 2F (91498.760000 sec): 3 clusters
  Score: Raw -278292.197582 + Penalty 2526.554900 = -275765.642682
  nChanged 182
		SP:Iteration 3F (91498.920000 sec): 3 clusters
  Score: Raw -278457.035416 + Penalty 2526.554900 = -275930.480516
  nChanged 128
		SP:Iteration 4F (91499.080000 sec): 3 clusters
  Score: Raw -278575.527068 + Penalty 2526.554900 = -276048.972168
  nChanged 104
		SP:Iteration 5Q (91499.260000 sec): 3 clusters
  Score: Raw -278657.416897 + Penalty 2526.554900 = -276130.861997
  nChanged 69
		SP:Iteration 6Q (91499.430000 sec): 3 clusters
  Score: Raw -278699.253011 + Penalty 2526.554900 = -276172.698111
  nChanged 47
		SP:Iteration 7Q (91499.620000 sec): 3 clusters
  Score: Raw -278729.677463 + Penalty 2526.554900 = -276203.122563
  nChanged 40
		SP:Iteration 8Q (91499.810000 sec): 3 clusters
  Score: Raw -278747.496758 + Penalty 2526.554900 = -276220.941858
  nChanged 19
		SP:Iteration 9Q (91499.980000 sec): 3 clusters
  Score: Raw -278755.765390 + Penalty 2526.554900 = -276229.210490
  nChanged 11
		SP:Iteration 10Q (91500.170000 sec): 3 clusters
  Score: Raw -278759.008492 + Penalty 2526.554900 = -276232.453592
  nChanged 8
		SP:Iteration 11Q (91500.370000 sec): 3 clusters
  Score: Raw -278762.291588 + Penalty 2526.554900 = -276235.736688
  nChanged 6
		SP:Iteration 12Q (91500.560000 sec): 3 clusters
  Score: Raw -278764.952100 + Penalty 2526.554900 = -276238.397200
  nChanged 7
		SP:Iteration 13Q (91500.770000 sec): 3 clusters
  Score: Raw -278768.183697 + Penalty 2526.554900 = -276241.628797
  nChanged 5
		SP:Iteration 14Q (91500.920000 sec): 3 clusters
  Score: Raw -278770.235281 + Penalty 2526.554900 = -276243.680381
  nChanged 2
		SP:Iteration 15Q (91501.090000 sec): 3 clusters
  Score: Raw -278771.016434 + Penalty 2526.554900 = -276244.461534
  nChanged 3
		SP:Iteration 16Q (91501.270000 sec): 3 clusters
  Score: Raw -278773.283462 + Penalty 2526.554900 = -276246.728562
  nChanged 4
		SP:Iteration 17Q (91501.400000 sec): 3 clusters
  Score: Raw -278774.651094 + Penalty 2526.554900 = -276248.096194
  nChanged 1
		SP:Iteration 18Q (91501.570000 sec): 3 clusters
  Score: Raw -278775.136313 + Penalty 2526.554900 = -276248.581413
  nChanged 2
		SP:Iteration 19Q (91501.730000 sec): 3 clusters
  Score: Raw -278776.336271 + Penalty 2526.554900 = -276249.781371
  nChanged 3
		SP:Iteration 20F (91501.940000 sec): 3 clusters
  Score: Raw -278777.260046 + Penalty 2526.554900 = -276250.705146
  nChanged 2
		SP:Iteration 21Q (91502.040000 sec): 3 clusters
  Score: Raw -278778.179583 + Penalty 2526.554900 = -276251.624683
  nChanged 3
		SP:Iteration 22Q (91502.240000 sec): 3 clusters
  Score: Raw -278779.841142 + Penalty 2526.554900 = -276253.286242
  nChanged 2
		SP:Iteration 23Q (91502.400000 sec): 3 clusters
  Score: Raw -278780.662168 + Penalty 2526.554900 = -276254.107268
  nChanged 1
		SP:Iteration 24Q (91502.600000 sec): 3 clusters
  Score: Raw -278781.264343 + Penalty 2526.554900 = -276254.709443
  nChanged 3
		SP:Iteration 25Q (91502.800000 sec): 3 clusters
  Score: Raw -278783.482536 + Penalty 2526.554900 = -276256.927636
  nChanged 4
		SP:Iteration 26Q (91502.980000 sec): 3 clusters
  Score: Raw -278785.690588 + Penalty 2526.554900 = -276259.135688
  nChanged 3
		SP:Iteration 27Q (91503.160000 sec): 3 clusters
  Score: Raw -278787.361710 + Penalty 2526.554900 = -276260.806810
  nChanged 2
		SP:Iteration 28Q (91503.340000 sec): 3 clusters
  Score: Raw -278787.753055 + Penalty 2526.554900 = -276261.198155
  nChanged 0
		SP:Iteration 29F (91503.540000 sec): 3 clusters
  Score: Raw -278787.753055 + Penalty 2526.554900 = -276261.198155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 31 (11906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91503.700000 sec): 2 clusters
  Score: Raw -1369775.475438 + Penalty 1525.029635 = -1368250.445803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91503.950000 sec): 3 clusters
  Score: Raw -1362904.574732 + Penalty 3050.059270 = -1359854.515462
  nChanged 5253
		SP:Iteration 1F (91504.130000 sec): 3 clusters
  Score: Raw -1365927.294247 + Penalty 3050.059270 = -1362877.234977
  nChanged 697
		SP:Iteration 2F (91504.360000 sec): 3 clusters
  Score: Raw -1366210.649153 + Penalty 3050.059270 = -1363160.589883
  nChanged 557
		SP:Iteration 3Q (91504.600000 sec): 3 clusters
  Score: Raw -1366434.676249 + Penalty 3050.059270 = -1363384.616979
  nChanged 471
		SP:Iteration 4Q (91504.790000 sec): 3 clusters
  Score: Raw -1366615.314881 + Penalty 3050.059270 = -1363565.255611
  nChanged 434
		SP:Iteration 5Q (91505.040000 sec): 3 clusters
  Score: Raw -1366777.149275 + Penalty 3050.059270 = -1363727.090005
  nChanged 385
		SP:Iteration 6Q (91505.250000 sec): 3 clusters
  Score: Raw -1366900.689205 + Penalty 3050.059270 = -1363850.629935
  nChanged 308
		SP:Iteration 7Q (91505.490000 sec): 3 clusters
  Score: Raw -1366999.211411 + Penalty 3050.059270 = -1363949.152141
  nChanged 334
		SP:Iteration 8Q (91505.730000 sec): 3 clusters
  Score: Raw -1367109.271701 + Penalty 3050.059270 = -1364059.212431
  nChanged 307
		SP:Iteration 9Q (91505.920000 sec): 3 clusters
  Score: Raw -1367211.076698 + Penalty 3050.059270 = -1364161.017428
  nChanged 283
		SP:Iteration 10Q (91506.150000 sec): 3 clusters
  Score: Raw -1367312.520428 + Penalty 3050.059270 = -1364262.461158
  nChanged 284
		SP:Iteration 11Q (91506.360000 sec): 3 clusters
  Score: Raw -1367412.857358 + Penalty 3050.059270 = -1364362.798089
  nChanged 290
		SP:Iteration 12Q (91506.600000 sec): 3 clusters
  Score: Raw -1367513.966602 + Penalty 3050.059270 = -1364463.907332
  nChanged 287
		SP:Iteration 13Q (91506.820000 sec): 3 clusters
  Score: Raw -1367606.335313 + Penalty 3050.059270 = -1364556.276043
  nChanged 265
		SP:Iteration 14Q (91507.000000 sec): 3 clusters
  Score: Raw -1367688.676862 + Penalty 3050.059270 = -1364638.617592
  nChanged 264
		SP:Iteration 15Q (91507.280000 sec): 3 clusters
  Score: Raw -1367779.204775 + Penalty 3050.059270 = -1364729.145505
  nChanged 268
		SP:Iteration 16Q (91507.460000 sec): 3 clusters
  Score: Raw -1367875.349870 + Penalty 3050.059270 = -1364825.290601
  nChanged 271
		SP:Iteration 17Q (91507.720000 sec): 3 clusters
  Score: Raw -1367980.644315 + Penalty 3050.059270 = -1364930.585045
  nChanged 301
		SP:Iteration 18Q (91507.930000 sec): 3 clusters
  Score: Raw -1368099.972992 + Penalty 3050.059270 = -1365049.913722
  nChanged 316
		SP:Iteration 19Q (91508.120000 sec): 3 clusters
  Score: Raw -1368232.229737 + Penalty 3050.059270 = -1365182.170467
  nChanged 283
		SP:Iteration 20F (91508.320000 sec): 3 clusters
  Score: Raw -1368352.078328 + Penalty 3050.059270 = -1365302.019058
  nChanged 270
		SP:Iteration 21Q (91508.540000 sec): 3 clusters
  Score: Raw -1368493.255388 + Penalty 3050.059270 = -1365443.196118
  nChanged 264
		SP:Iteration 22Q (91508.720000 sec): 3 clusters
  Score: Raw -1368623.136636 + Penalty 3050.059270 = -1365573.077366
  nChanged 260
		SP:Iteration 23Q (91508.950000 sec): 3 clusters
  Score: Raw -1368743.203959 + Penalty 3050.059270 = -1365693.144689
  nChanged 245
		SP:Iteration 24Q (91509.150000 sec): 3 clusters
  Score: Raw -1368864.195744 + Penalty 3050.059270 = -1365814.136474
  nChanged 233
		SP:Iteration 25Q (91509.380000 sec): 3 clusters
  Score: Raw -1368973.768658 + Penalty 3050.059270 = -1365923.709388
  nChanged 213
		SP:Iteration 26Q (91509.590000 sec): 3 clusters
  Score: Raw -1369073.175297 + Penalty 3050.059270 = -1366023.116028
  nChanged 200
		SP:Iteration 27Q (91509.830000 sec): 3 clusters
  Score: Raw -1369157.213146 + Penalty 3050.059270 = -1366107.153876
  nChanged 156
		SP:Iteration 28Q (91510.020000 sec): 3 clusters
  Score: Raw -1369224.161550 + Penalty 3050.059270 = -1366174.102280
  nChanged 143
		SP:Iteration 29Q (91510.260000 sec): 3 clusters
  Score: Raw -1369288.690999 + Penalty 3050.059270 = -1366238.631729
  nChanged 142
		SP:Iteration 30Q (91510.460000 sec): 3 clusters
  Score: Raw -1369357.457730 + Penalty 3050.059270 = -1366307.398460
  nChanged 140
		SP:Iteration 31Q (91510.650000 sec): 3 clusters
  Score: Raw -1369428.809888 + Penalty 3050.059270 = -1366378.750618
  nChanged 122
		SP:Iteration 32Q (91510.860000 sec): 3 clusters
  Score: Raw -1369495.220128 + Penalty 3050.059270 = -1366445.160858
  nChanged 115
		SP:Iteration 33Q (91511.030000 sec): 3 clusters
  Score: Raw -1369555.174100 + Penalty 3050.059270 = -1366505.114830
  nChanged 94
		SP:Iteration 34Q (91511.290000 sec): 3 clusters
  Score: Raw -1369604.191587 + Penalty 3050.059270 = -1366554.132317
  nChanged 90
		SP:Iteration 35Q (91511.520000 sec): 3 clusters
  Score: Raw -1369647.139804 + Penalty 3050.059270 = -1366597.080534
  nChanged 86
		SP:Iteration 36Q (91511.730000 sec): 3 clusters
  Score: Raw -1369693.095871 + Penalty 3050.059270 = -1366643.036601
  nChanged 78
		SP:Iteration 37Q (91511.950000 sec): 3 clusters
  Score: Raw -1369729.928819 + Penalty 3050.059270 = -1366679.869549
  nChanged 78
		SP:Iteration 38Q (91512.190000 sec): 3 clusters
  Score: Raw -1369771.167421 + Penalty 3050.059270 = -1366721.108152
  nChanged 73
		SP:Iteration 39Q (91512.360000 sec): 3 clusters
  Score: Raw -1369812.511553 + Penalty 3050.059270 = -1366762.452283
  nChanged 60
		SP:Iteration 40F (91512.590000 sec): 3 clusters
  Score: Raw -1369853.864648 + Penalty 3050.059270 = -1366803.805379
  nChanged 69
		SP:Iteration 41Q (91512.790000 sec): 3 clusters
  Score: Raw -1369904.157024 + Penalty 3050.059270 = -1366854.097754
  nChanged 60
		SP:Iteration 42Q (91513.000000 sec): 3 clusters
  Score: Raw -1369944.721668 + Penalty 3050.059270 = -1366894.662398
  nChanged 45
		SP:Iteration 43Q (91513.210000 sec): 3 clusters
  Score: Raw -1369971.308261 + Penalty 3050.059270 = -1366921.248991
  nChanged 34
		SP:Iteration 44Q (91513.440000 sec): 3 clusters
  Score: Raw -1369991.557322 + Penalty 3050.059270 = -1366941.498052
  nChanged 27
		SP:Iteration 45Q (91513.640000 sec): 3 clusters
  Score: Raw -1370006.908460 + Penalty 3050.059270 = -1366956.849190
  nChanged 25
		SP:Iteration 46Q (91513.840000 sec): 3 clusters
  Score: Raw -1370020.090361 + Penalty 3050.059270 = -1366970.031091
  nChanged 19
		SP:Iteration 47Q (91514.060000 sec): 3 clusters
  Score: Raw -1370036.811615 + Penalty 3050.059270 = -1366986.752345
  nChanged 25
		SP:Iteration 48Q (91514.280000 sec): 3 clusters
  Score: Raw -1370050.610924 + Penalty 3050.059270 = -1367000.551654
  nChanged 21
		SP:Iteration 49Q (91514.480000 sec): 3 clusters
  Score: Raw -1370063.531560 + Penalty 3050.059270 = -1367013.472290
  nChanged 19
		SP:Iteration 50Q (91514.730000 sec): 3 clusters
  Score: Raw -1370075.914321 + Penalty 3050.059270 = -1367025.855051
  nChanged 10
		SP:Iteration 51Q (91514.910000 sec): 3 clusters
  Score: Raw -1370081.606229 + Penalty 3050.059270 = -1367031.546959
  nChanged 9
		SP:Iteration 52Q (91515.150000 sec): 3 clusters
  Score: Raw -1370086.070700 + Penalty 3050.059270 = -1367036.011430
  nChanged 11
		SP:Iteration 53Q (91515.370000 sec): 3 clusters
  Score: Raw -1370092.430307 + Penalty 3050.059270 = -1367042.371037
  nChanged 18
		SP:Iteration 54Q (91515.590000 sec): 3 clusters
  Score: Raw -1370100.179875 + Penalty 3050.059270 = -1367050.120605
  nChanged 11
		SP:Iteration 55Q (91515.770000 sec): 3 clusters
  Score: Raw -1370106.922387 + Penalty 3050.059270 = -1367056.863117
  nChanged 5
		SP:Iteration 56Q (91516.000000 sec): 3 clusters
  Score: Raw -1370110.090347 + Penalty 3050.059270 = -1367060.031077
  nChanged 6
		SP:Iteration 57Q (91516.220000 sec): 3 clusters
  Score: Raw -1370113.708002 + Penalty 3050.059270 = -1367063.648732
  nChanged 8
		SP:Iteration 58Q (91516.440000 sec): 3 clusters
  Score: Raw -1370118.754419 + Penalty 3050.059270 = -1367068.695149
  nChanged 6
		SP:Iteration 59Q (91516.610000 sec): 3 clusters
  Score: Raw -1370122.636321 + Penalty 3050.059270 = -1367072.577051
  nChanged 2
		SP:Iteration 60F (91516.820000 sec): 3 clusters
  Score: Raw -1370123.251504 + Penalty 3050.059270 = -1367073.192234
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (2924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91516.920000 sec): 2 clusters
  Score: Raw -333722.268537 + Penalty 1296.865021 = -332425.403516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91517.100000 sec): 3 clusters
  Score: Raw -332305.375062 + Penalty 2593.730042 = -329711.645020
  nChanged 1114
		SP:Iteration 1F (91517.310000 sec): 3 clusters
  Score: Raw -333088.156407 + Penalty 2593.730042 = -330494.426365
  nChanged 284
		SP:Iteration 2F (91517.470000 sec): 3 clusters
  Score: Raw -333385.988632 + Penalty 2593.730042 = -330792.258591
  nChanged 225
		SP:Iteration 3F (91517.630000 sec): 3 clusters
  Score: Raw -333614.502253 + Penalty 2593.730042 = -331020.772211
  nChanged 146
		SP:Iteration 4Q (91517.770000 sec): 3 clusters
  Score: Raw -333740.395792 + Penalty 2593.730042 = -331146.665750
  nChanged 136
		SP:Iteration 5Q (91517.950000 sec): 3 clusters
  Score: Raw -333855.982445 + Penalty 2593.730042 = -331262.252403
  nChanged 111
		SP:Iteration 6Q (91518.150000 sec): 3 clusters
  Score: Raw -333943.967877 + Penalty 2593.730042 = -331350.237835
  nChanged 100
		SP:Iteration 7Q (91518.320000 sec): 3 clusters
  Score: Raw -334022.645075 + Penalty 2593.730042 = -331428.915033
  nChanged 95
		SP:Iteration 8Q (91518.520000 sec): 3 clusters
  Score: Raw -334090.093492 + Penalty 2593.730042 = -331496.363451
  nChanged 67
		SP:Iteration 9Q (91518.690000 sec): 3 clusters
  Score: Raw -334130.220806 + Penalty 2593.730042 = -331536.490764
  nChanged 45
		SP:Iteration 10Q (91518.840000 sec): 3 clusters
  Score: Raw -334163.432415 + Penalty 2593.730042 = -331569.702373
  nChanged 44
		SP:Iteration 11Q (91519.010000 sec): 3 clusters
  Score: Raw -334188.565668 + Penalty 2593.730042 = -331594.835626
  nChanged 33
		SP:Iteration 12Q (91519.190000 sec): 3 clusters
  Score: Raw -334203.016178 + Penalty 2593.730042 = -331609.286136
  nChanged 27
		SP:Iteration 13Q (91519.350000 sec): 3 clusters
  Score: Raw -334214.755501 + Penalty 2593.730042 = -331621.025459
  nChanged 22
		SP:Iteration 14Q (91519.530000 sec): 3 clusters
  Score: Raw -334225.536129 + Penalty 2593.730042 = -331631.806087
  nChanged 20
		SP:Iteration 15Q (91519.710000 sec): 3 clusters
  Score: Raw -334235.456245 + Penalty 2593.730042 = -331641.726203
  nChanged 10
		SP:Iteration 16Q (91519.870000 sec): 3 clusters
  Score: Raw -334238.788593 + Penalty 2593.730042 = -331645.058551
  nChanged 10
		SP:Iteration 17Q (91520.030000 sec): 3 clusters
  Score: Raw -334243.163883 + Penalty 2593.730042 = -331649.433841
  nChanged 9
		SP:Iteration 18Q (91520.180000 sec): 3 clusters
  Score: Raw -334247.097033 + Penalty 2593.730042 = -331653.366991
  nChanged 9
		SP:Iteration 19Q (91520.350000 sec): 3 clusters
  Score: Raw -334253.340825 + Penalty 2593.730042 = -331659.610783
  nChanged 10
		SP:Iteration 20F (91520.510000 sec): 3 clusters
  Score: Raw -334257.340379 + Penalty 2593.730042 = -331663.610338
  nChanged 9
		SP:Iteration 21Q (91520.720000 sec): 3 clusters
  Score: Raw -334260.957601 + Penalty 2593.730042 = -331667.227559
  nChanged 6
		SP:Iteration 22Q (91520.860000 sec): 3 clusters
  Score: Raw -334262.136580 + Penalty 2593.730042 = -331668.406538
  nChanged 4
		SP:Iteration 23Q (91521.050000 sec): 3 clusters
  Score: Raw -334262.980663 + Penalty 2593.730042 = -331669.250621
  nChanged 2
		SP:Iteration 24Q (91521.200000 sec): 3 clusters
  Score: Raw -334263.596195 + Penalty 2593.730042 = -331669.866153
  nChanged 0
		SP:Iteration 25F (91521.390000 sec): 3 clusters
  Score: Raw -334263.596195 + Penalty 2593.730042 = -331669.866153
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 33 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91521.490000 sec): 2 clusters
  Score: Raw -65585.293624 + Penalty 1031.450747 = -64553.842877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91521.670000 sec): 3 clusters
  Score: Raw -65484.318175 + Penalty 2062.901493 = -63421.416682
  nChanged 147
		SP:Iteration 1F (91521.830000 sec): 3 clusters
  Score: Raw -65702.617382 + Penalty 2062.901493 = -63639.715889
  nChanged 46
		SP:Iteration 2F (91522.040000 sec): 3 clusters
  Score: Raw -65796.506794 + Penalty 2062.901493 = -63733.605301
  nChanged 30
		SP:Iteration 3F (91522.230000 sec): 3 clusters
  Score: Raw -65858.170979 + Penalty 2062.901493 = -63795.269486
  nChanged 22
		SP:Iteration 4Q (91522.400000 sec): 3 clusters
  Score: Raw -65885.507250 + Penalty 2062.901493 = -63822.605757
  nChanged 11
		SP:Iteration 5Q (91522.550000 sec): 3 clusters
  Score: Raw -65903.004309 + Penalty 2062.901493 = -63840.102816
  nChanged 4
		SP:Iteration 6Q (91522.730000 sec): 3 clusters
  Score: Raw -65911.419609 + Penalty 2062.901493 = -63848.518116
  nChanged 5
		SP:Iteration 7Q (91522.890000 sec): 3 clusters
  Score: Raw -65919.310319 + Penalty 2062.901493 = -63856.408826
  nChanged 4
		SP:Iteration 8Q (91523.090000 sec): 3 clusters
  Score: Raw -65926.369996 + Penalty 2062.901493 = -63863.468502
  nChanged 4
		SP:Iteration 9Q (91523.270000 sec): 3 clusters
  Score: Raw -65932.700305 + Penalty 2062.901493 = -63869.798812
  nChanged 3
		SP:Iteration 10Q (91523.370000 sec): 3 clusters
  Score: Raw -65935.567049 + Penalty 2062.901493 = -63872.665556
  nChanged 4
		SP:Iteration 11Q (91523.550000 sec): 3 clusters
  Score: Raw -65942.044206 + Penalty 2062.901493 = -63879.142713
  nChanged 2
		SP:Iteration 12Q (91523.700000 sec): 3 clusters
  Score: Raw -65944.255639 + Penalty 2062.901493 = -63881.354146
  nChanged 2
		SP:Iteration 13Q (91523.880000 sec): 3 clusters
  Score: Raw -65947.462818 + Penalty 2062.901493 = -63884.561325
  nChanged 3
		SP:Iteration 14Q (91524.070000 sec): 3 clusters
  Score: Raw -65951.161997 + Penalty 2062.901493 = -63888.260504
  nChanged 2
		SP:Iteration 15Q (91524.250000 sec): 3 clusters
  Score: Raw -65955.723723 + Penalty 2062.901493 = -63892.822230
  nChanged 2
		SP:Iteration 16Q (91524.390000 sec): 3 clusters
  Score: Raw -65957.503147 + Penalty 2062.901493 = -63894.601654
  nChanged 3
		SP:Iteration 17Q (91524.560000 sec): 3 clusters
  Score: Raw -65962.462376 + Penalty 2062.901493 = -63899.560883
  nChanged 2
		SP:Iteration 18Q (91524.730000 sec): 3 clusters
  Score: Raw -65965.244169 + Penalty 2062.901493 = -63902.342676
  nChanged 1
		SP:Iteration 19Q (91524.900000 sec): 3 clusters
  Score: Raw -65967.423864 + Penalty 2062.901493 = -63904.522371
  nChanged 1
		SP:Iteration 20F (91525.060000 sec): 3 clusters
  Score: Raw -65968.095568 + Penalty 2062.901493 = -63905.194075
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91525.180000 sec): 2 clusters
  Score: Raw -25111.047452 + Penalty 897.886103 = -24213.161349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91525.350000 sec): 3 clusters
  Score: Raw -25287.283209 + Penalty 1795.772205 = -23491.511004
  nChanged 49
		SP:Iteration 1F (91525.530000 sec): 3 clusters
  Score: Raw -25524.312204 + Penalty 1795.772205 = -23728.539999
  nChanged 20
		SP:Iteration 2F (91525.730000 sec): 3 clusters
  Score: Raw -25609.446223 + Penalty 1795.772205 = -23813.674018
  nChanged 8
		SP:Iteration 3Q (91525.880000 sec): 3 clusters
  Score: Raw -25658.136936 + Penalty 1795.772205 = -23862.364731
  nChanged 8
		SP:Iteration 4Q (91526.070000 sec): 3 clusters
  Score: Raw -25752.522974 + Penalty 1795.772205 = -23956.750768
  nChanged 7
		SP:Iteration 5Q (91526.240000 sec): 3 clusters
  Score: Raw -25801.205957 + Penalty 1795.772205 = -24005.433752
  nChanged 2
		SP:Iteration 6Q (91526.380000 sec): 3 clusters
  Score: Raw -25830.765292 + Penalty 1795.772205 = -24034.993087
  nChanged 3
		SP:Iteration 7Q (91526.580000 sec): 3 clusters
  Score: Raw -25858.810714 + Penalty 1795.772205 = -24063.038509
  nChanged 1
		SP:Iteration 8Q (91526.770000 sec): 3 clusters
  Score: Raw -25862.282424 + Penalty 1795.772205 = -24066.510219
  nChanged 1
		SP:Iteration 9Q (91526.920000 sec): 3 clusters
  Score: Raw -25869.694266 + Penalty 1795.772205 = -24073.922060
  nChanged 0
		SP:Iteration 10F (91527.090000 sec): 3 clusters
  Score: Raw -25869.694266 + Penalty 1795.772205 = -24073.922060
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (10384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91527.260000 sec): 2 clusters
  Score: Raw -1239681.133465 + Penalty 1502.803484 = -1238178.329981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91527.460000 sec): 3 clusters
  Score: Raw -1233785.685134 + Penalty 3005.606968 = -1230780.078167
  nChanged 4466
		SP:Iteration 1F (91527.680000 sec): 3 clusters
  Score: Raw -1236205.600561 + Penalty 3005.606968 = -1233199.993593
  nChanged 668
		SP:Iteration 2F (91527.900000 sec): 3 clusters
  Score: Raw -1236495.151166 + Penalty 3005.606968 = -1233489.544198
  nChanged 527
		SP:Iteration 3F (91528.140000 sec): 3 clusters
  Score: Raw -1236757.929477 + Penalty 3005.606968 = -1233752.322509
  nChanged 543
		SP:Iteration 4F (91528.320000 sec): 3 clusters
  Score: Raw -1237090.784488 + Penalty 3005.606968 = -1234085.177520
  nChanged 576
		SP:Iteration 5F (91528.530000 sec): 3 clusters
  Score: Raw -1237480.398846 + Penalty 3005.606968 = -1234474.791878
  nChanged 582
		SP:Iteration 6F (91528.760000 sec): 3 clusters
  Score: Raw -1237884.642169 + Penalty 3005.606968 = -1234879.035202
  nChanged 540
		SP:Iteration 7F (91528.960000 sec): 3 clusters
  Score: Raw -1238219.933959 + Penalty 3005.606968 = -1235214.326991
  nChanged 469
		SP:Iteration 8Q (91529.170000 sec): 3 clusters
  Score: Raw -1238473.586326 + Penalty 3005.606968 = -1235467.979359
  nChanged 396
		SP:Iteration 9Q (91529.380000 sec): 3 clusters
  Score: Raw -1238652.484806 + Penalty 3005.606968 = -1235646.877838
  nChanged 349
		SP:Iteration 10Q (91529.600000 sec): 3 clusters
  Score: Raw -1238796.280183 + Penalty 3005.606968 = -1235790.673215
  nChanged 297
		SP:Iteration 11Q (91529.820000 sec): 3 clusters
  Score: Raw -1238906.362675 + Penalty 3005.606968 = -1235900.755707
  nChanged 251
		SP:Iteration 12Q (91530.000000 sec): 3 clusters
  Score: Raw -1238992.148680 + Penalty 3005.606968 = -1235986.541713
  nChanged 197
		SP:Iteration 13Q (91530.200000 sec): 3 clusters
  Score: Raw -1239059.123474 + Penalty 3005.606968 = -1236053.516506
  nChanged 176
		SP:Iteration 14Q (91530.420000 sec): 3 clusters
  Score: Raw -1239117.305186 + Penalty 3005.606968 = -1236111.698218
  nChanged 166
		SP:Iteration 15Q (91530.620000 sec): 3 clusters
  Score: Raw -1239172.364303 + Penalty 3005.606968 = -1236166.757336
  nChanged 176
		SP:Iteration 16Q (91530.840000 sec): 3 clusters
  Score: Raw -1239239.862225 + Penalty 3005.606968 = -1236234.255258
  nChanged 178
		SP:Iteration 17Q (91531.080000 sec): 3 clusters
  Score: Raw -1239312.249384 + Penalty 3005.606968 = -1236306.642417
  nChanged 190
		SP:Iteration 18Q (91531.250000 sec): 3 clusters
  Score: Raw -1239387.024106 + Penalty 3005.606968 = -1236381.417139
  nChanged 177
		SP:Iteration 19Q (91531.490000 sec): 3 clusters
  Score: Raw -1239466.307196 + Penalty 3005.606968 = -1236460.700228
  nChanged 195
		SP:Iteration 20F (91531.680000 sec): 3 clusters
  Score: Raw -1239550.519576 + Penalty 3005.606968 = -1236544.912608
  nChanged 189
		SP:Iteration 21Q (91531.910000 sec): 3 clusters
  Score: Raw -1239622.366458 + Penalty 3005.606968 = -1236616.759491
  nChanged 169
		SP:Iteration 22Q (91532.100000 sec): 3 clusters
  Score: Raw -1239688.604791 + Penalty 3005.606968 = -1236682.997823
  nChanged 150
		SP:Iteration 23Q (91532.300000 sec): 3 clusters
  Score: Raw -1239738.289889 + Penalty 3005.606968 = -1236732.682921
  nChanged 139
		SP:Iteration 24Q (91532.480000 sec): 3 clusters
  Score: Raw -1239784.198511 + Penalty 3005.606968 = -1236778.591543
  nChanged 123
		SP:Iteration 25Q (91532.650000 sec): 3 clusters
  Score: Raw -1239823.001647 + Penalty 3005.606968 = -1236817.394679
  nChanged 96
		SP:Iteration 26Q (91532.880000 sec): 3 clusters
  Score: Raw -1239853.692888 + Penalty 3005.606968 = -1236848.085920
  nChanged 104
		SP:Iteration 27Q (91533.080000 sec): 3 clusters
  Score: Raw -1239891.397852 + Penalty 3005.606968 = -1236885.790884
  nChanged 83
		SP:Iteration 28Q (91533.310000 sec): 3 clusters
  Score: Raw -1239921.949053 + Penalty 3005.606968 = -1236916.342085
  nChanged 85
		SP:Iteration 29Q (91533.500000 sec): 3 clusters
  Score: Raw -1239952.426897 + Penalty 3005.606968 = -1236946.819929
  nChanged 69
		SP:Iteration 30Q (91533.720000 sec): 3 clusters
  Score: Raw -1239973.475566 + Penalty 3005.606968 = -1236967.868598
  nChanged 77
		SP:Iteration 31Q (91533.950000 sec): 3 clusters
  Score: Raw -1239994.229442 + Penalty 3005.606968 = -1236988.622474
  nChanged 67
		SP:Iteration 32Q (91534.200000 sec): 3 clusters
  Score: Raw -1240012.258339 + Penalty 3005.606968 = -1237006.651371
  nChanged 58
		SP:Iteration 33Q (91534.400000 sec): 3 clusters
  Score: Raw -1240031.923446 + Penalty 3005.606968 = -1237026.316478
  nChanged 64
		SP:Iteration 34Q (91534.630000 sec): 3 clusters
  Score: Raw -1240051.039600 + Penalty 3005.606968 = -1237045.432633
  nChanged 53
		SP:Iteration 35Q (91534.850000 sec): 3 clusters
  Score: Raw -1240069.374494 + Penalty 3005.606968 = -1237063.767526
  nChanged 48
		SP:Iteration 36Q (91535.050000 sec): 3 clusters
  Score: Raw -1240084.440402 + Penalty 3005.606968 = -1237078.833435
  nChanged 47
		SP:Iteration 37Q (91535.230000 sec): 3 clusters
  Score: Raw -1240097.843572 + Penalty 3005.606968 = -1237092.236605
  nChanged 40
		SP:Iteration 38Q (91535.470000 sec): 3 clusters
  Score: Raw -1240111.235993 + Penalty 3005.606968 = -1237105.629026
  nChanged 54
		SP:Iteration 39Q (91535.670000 sec): 3 clusters
  Score: Raw -1240134.102829 + Penalty 3005.606968 = -1237128.495861
  nChanged 48
		SP:Iteration 40F (91535.870000 sec): 3 clusters
  Score: Raw -1240153.204290 + Penalty 3005.606968 = -1237147.597322
  nChanged 45
		SP:Iteration 41Q (91536.090000 sec): 3 clusters
  Score: Raw -1240168.703899 + Penalty 3005.606968 = -1237163.096931
  nChanged 44
		SP:Iteration 42Q (91536.310000 sec): 3 clusters
  Score: Raw -1240185.164722 + Penalty 3005.606968 = -1237179.557755
  nChanged 40
		SP:Iteration 43Q (91536.560000 sec): 3 clusters
  Score: Raw -1240198.866193 + Penalty 3005.606968 = -1237193.259225
  nChanged 42
		SP:Iteration 44Q (91536.740000 sec): 3 clusters
  Score: Raw -1240215.419459 + Penalty 3005.606968 = -1237209.812491
  nChanged 40
		SP:Iteration 45Q (91536.910000 sec): 3 clusters
  Score: Raw -1240230.956315 + Penalty 3005.606968 = -1237225.349348
  nChanged 44
		SP:Iteration 46Q (91537.110000 sec): 3 clusters
  Score: Raw -1240244.731682 + Penalty 3005.606968 = -1237239.124714
  nChanged 45
		SP:Iteration 47Q (91537.310000 sec): 3 clusters
  Score: Raw -1240259.652385 + Penalty 3005.606968 = -1237254.045417
  nChanged 37
		SP:Iteration 48Q (91537.520000 sec): 3 clusters
  Score: Raw -1240271.685047 + Penalty 3005.606968 = -1237266.078079
  nChanged 33
		SP:Iteration 49Q (91537.710000 sec): 3 clusters
  Score: Raw -1240282.678138 + Penalty 3005.606968 = -1237277.071170
  nChanged 30
		SP:Iteration 50Q (91537.910000 sec): 3 clusters
  Score: Raw -1240291.628383 + Penalty 3005.606968 = -1237286.021415
  nChanged 20
		SP:Iteration 51Q (91538.140000 sec): 3 clusters
  Score: Raw -1240296.330183 + Penalty 3005.606968 = -1237290.723215
  nChanged 22
		SP:Iteration 52Q (91538.370000 sec): 3 clusters
  Score: Raw -1240304.478908 + Penalty 3005.606968 = -1237298.871940
  nChanged 22
		SP:Iteration 53Q (91538.570000 sec): 3 clusters
  Score: Raw -1240312.904358 + Penalty 3005.606968 = -1237307.297390
  nChanged 22
		SP:Iteration 54Q (91538.750000 sec): 3 clusters
  Score: Raw -1240320.879905 + Penalty 3005.606968 = -1237315.272938
  nChanged 20
		SP:Iteration 55Q (91538.970000 sec): 3 clusters
  Score: Raw -1240326.623238 + Penalty 3005.606968 = -1237321.016271
  nChanged 16
		SP:Iteration 56Q (91539.190000 sec): 3 clusters
  Score: Raw -1240331.332421 + Penalty 3005.606968 = -1237325.725453
  nChanged 11
		SP:Iteration 57Q (91539.370000 sec): 3 clusters
  Score: Raw -1240335.411193 + Penalty 3005.606968 = -1237329.804225
  nChanged 17
		SP:Iteration 58Q (91539.620000 sec): 3 clusters
  Score: Raw -1240339.752911 + Penalty 3005.606968 = -1237334.145944
  nChanged 8
		SP:Iteration 59Q (91539.810000 sec): 3 clusters
  Score: Raw -1240341.968501 + Penalty 3005.606968 = -1237336.361534
  nChanged 13
		SP:Iteration 60F (91539.990000 sec): 3 clusters
  Score: Raw -1240345.956933 + Penalty 3005.606968 = -1237340.349966
  nChanged 14
		SP:Iteration 61Q (91540.200000 sec): 3 clusters
  Score: Raw -1240349.981538 + Penalty 3005.606968 = -1237344.374571
  nChanged 9
		SP:Iteration 62Q (91540.420000 sec): 3 clusters
  Score: Raw -1240352.620484 + Penalty 3005.606968 = -1237347.013516
  nChanged 6
		SP:Iteration 63Q (91540.620000 sec): 3 clusters
  Score: Raw -1240353.493521 + Penalty 3005.606968 = -1237347.886554
  nChanged 3
		SP:Iteration 64Q (91540.820000 sec): 3 clusters
  Score: Raw -1240354.525117 + Penalty 3005.606968 = -1237348.918150
  nChanged 3
		SP:Iteration 65Q (91541.060000 sec): 3 clusters
  Score: Raw -1240355.324808 + Penalty 3005.606968 = -1237349.717840
  nChanged 3
		SP:Iteration 66Q (91541.230000 sec): 3 clusters
  Score: Raw -1240355.958903 + Penalty 3005.606968 = -1237350.351936
  nChanged 3
		SP:Iteration 67Q (91541.460000 sec): 3 clusters
  Score: Raw -1240356.523606 + Penalty 3005.606968 = -1237350.916639
  nChanged 3
		SP:Iteration 68Q (91541.700000 sec): 3 clusters
  Score: Raw -1240357.674784 + Penalty 3005.606968 = -1237352.067816
  nChanged 4
		SP:Iteration 69Q (91541.890000 sec): 3 clusters
  Score: Raw -1240358.228785 + Penalty 3005.606968 = -1237352.621817
  nChanged 1
		SP:Iteration 70Q (91542.100000 sec): 3 clusters
  Score: Raw -1240358.549380 + Penalty 3005.606968 = -1237352.942412
  nChanged 0
		SP:Iteration 71F (91542.330000 sec): 3 clusters
  Score: Raw -1240358.549380 + Penalty 3005.606968 = -1237352.942412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91542.410000 sec): 2 clusters
  Score: Raw -448171.348025 + Penalty 1343.168152 = -446828.179873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91542.620000 sec): 3 clusters
  Score: Raw -446318.472770 + Penalty 2686.336304 = -443632.136467
  nChanged 1510
		SP:Iteration 1F (91542.800000 sec): 3 clusters
  Score: Raw -447454.772751 + Penalty 2686.336304 = -444768.436447
  nChanged 458
		SP:Iteration 2F (91542.990000 sec): 3 clusters
  Score: Raw -448040.061254 + Penalty 2686.336304 = -445353.724950
  nChanged 386
		SP:Iteration 3F (91543.170000 sec): 3 clusters
  Score: Raw -448552.687910 + Penalty 2686.336304 = -445866.351607
  nChanged 321
		SP:Iteration 4F (91543.350000 sec): 3 clusters
  Score: Raw -448879.069674 + Penalty 2686.336304 = -446192.733370
  nChanged 228
		SP:Iteration 5F (91543.510000 sec): 3 clusters
  Score: Raw -449101.912121 + Penalty 2686.336304 = -446415.575817
  nChanged 156
		SP:Iteration 6Q (91543.670000 sec): 3 clusters
  Score: Raw -449217.646706 + Penalty 2686.336304 = -446531.310402
  nChanged 75
		SP:Iteration 7Q (91543.840000 sec): 3 clusters
  Score: Raw -449254.237274 + Penalty 2686.336304 = -446567.900970
  nChanged 49
		SP:Iteration 8Q (91543.990000 sec): 3 clusters
  Score: Raw -449270.003008 + Penalty 2686.336304 = -446583.666704
  nChanged 25
		SP:Iteration 9Q (91544.170000 sec): 3 clusters
  Score: Raw -449278.865337 + Penalty 2686.336304 = -446592.529033
  nChanged 17
		SP:Iteration 10Q (91544.350000 sec): 3 clusters
  Score: Raw -449284.938304 + Penalty 2686.336304 = -446598.602000
  nChanged 14
		SP:Iteration 11Q (91544.540000 sec): 3 clusters
  Score: Raw -449288.420168 + Penalty 2686.336304 = -446602.083864
  nChanged 4
		SP:Iteration 12Q (91544.750000 sec): 3 clusters
  Score: Raw -449289.173591 + Penalty 2686.336304 = -446602.837287
  nChanged 2
		SP:Iteration 13Q (91544.920000 sec): 3 clusters
  Score: Raw -449289.600868 + Penalty 2686.336304 = -446603.264564
  nChanged 1
		SP:Iteration 14Q (91545.080000 sec): 3 clusters
  Score: Raw -449289.843170 + Penalty 2686.336304 = -446603.506866
  nChanged 1
		SP:Iteration 15Q (91545.290000 sec): 3 clusters
  Score: Raw -449289.957221 + Penalty 2686.336304 = -446603.620917
  nChanged 0
		SP:Iteration 16F (91545.500000 sec): 3 clusters
  Score: Raw -449289.957221 + Penalty 2686.336304 = -446603.620917
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91545.560000 sec): 2 clusters
  Score: Raw -89628.916635 + Penalty 1086.046154 = -88542.870481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91545.790000 sec): 3 clusters
  Score: Raw -89402.449467 + Penalty 2172.092307 = -87230.357160
  nChanged 222
		SP:Iteration 1F (91545.960000 sec): 3 clusters
  Score: Raw -89621.512143 + Penalty 2172.092307 = -87449.419836
  nChanged 55
		SP:Iteration 2F (91546.130000 sec): 3 clusters
  Score: Raw -89686.646175 + Penalty 2172.092307 = -87514.553868
  nChanged 28
		SP:Iteration 3Q (91546.280000 sec): 3 clusters
  Score: Raw -89737.520423 + Penalty 2172.092307 = -87565.428115
  nChanged 34
		SP:Iteration 4Q (91546.460000 sec): 3 clusters
  Score: Raw -89799.637526 + Penalty 2172.092307 = -87627.545219
  nChanged 35
		SP:Iteration 5Q (91546.660000 sec): 3 clusters
  Score: Raw -89878.974330 + Penalty 2172.092307 = -87706.882023
  nChanged 36
		SP:Iteration 6Q (91546.800000 sec): 3 clusters
  Score: Raw -89968.236137 + Penalty 2172.092307 = -87796.143830
  nChanged 34
		SP:Iteration 7Q (91547.000000 sec): 3 clusters
  Score: Raw -90041.858092 + Penalty 2172.092307 = -87869.765785
  nChanged 26
		SP:Iteration 8Q (91547.170000 sec): 3 clusters
  Score: Raw -90087.255848 + Penalty 2172.092307 = -87915.163541
  nChanged 20
		SP:Iteration 9Q (91547.360000 sec): 3 clusters
  Score: Raw -90119.622534 + Penalty 2172.092307 = -87947.530227
  nChanged 7
		SP:Iteration 10Q (91547.540000 sec): 3 clusters
  Score: Raw -90128.906553 + Penalty 2172.092307 = -87956.814246
  nChanged 6
		SP:Iteration 11Q (91547.700000 sec): 3 clusters
  Score: Raw -90136.422064 + Penalty 2172.092307 = -87964.329756
  nChanged 6
		SP:Iteration 12Q (91547.890000 sec): 3 clusters
  Score: Raw -90148.316596 + Penalty 2172.092307 = -87976.224288
  nChanged 5
		SP:Iteration 13Q (91548.030000 sec): 3 clusters
  Score: Raw -90157.880815 + Penalty 2172.092307 = -87985.788508
  nChanged 5
		SP:Iteration 14Q (91548.180000 sec): 3 clusters
  Score: Raw -90166.168922 + Penalty 2172.092307 = -87994.076614
  nChanged 6
		SP:Iteration 15Q (91548.380000 sec): 3 clusters
  Score: Raw -90176.519747 + Penalty 2172.092307 = -88004.427440
  nChanged 7
		SP:Iteration 16Q (91548.540000 sec): 3 clusters
  Score: Raw -90190.972144 + Penalty 2172.092307 = -88018.879837
  nChanged 7
		SP:Iteration 17Q (91548.700000 sec): 3 clusters
  Score: Raw -90202.537470 + Penalty 2172.092307 = -88030.445163
  nChanged 3
		SP:Iteration 18Q (91548.860000 sec): 3 clusters
  Score: Raw -90205.722533 + Penalty 2172.092307 = -88033.630226
  nChanged 1
		SP:Iteration 19Q (91549.020000 sec): 3 clusters
  Score: Raw -90206.525955 + Penalty 2172.092307 = -88034.433648
  nChanged 2
		SP:Iteration 20F (91549.180000 sec): 3 clusters
  Score: Raw -90209.644863 + Penalty 2172.092307 = -88037.552555
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 38 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91549.270000 sec): 2 clusters
  Score: Raw -8755.254791 + Penalty 821.639943 = -7933.614848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91549.430000 sec): 3 clusters
  Score: Raw -9025.127431 + Penalty 1643.279887 = -7381.847544
  nChanged 31
		SP:Iteration 1F (91549.620000 sec): 3 clusters
  Score: Raw -9220.247871 + Penalty 1643.279887 = -7576.967984
  nChanged 12
		SP:Iteration 2F (91549.810000 sec): 3 clusters
  Score: Raw -9350.725012 + Penalty 1643.279887 = -7707.445125
  nChanged 9
		SP:Iteration 3F (91549.970000 sec): 3 clusters
  Score: Raw -9516.642948 + Penalty 1643.279887 = -7873.363061
  nChanged 7
		SP:Iteration 4Q (91550.190000 sec): 3 clusters
  Score: Raw -9554.857014 + Penalty 1643.279887 = -7911.577127
  nChanged 2
		SP:Iteration 5Q (91550.340000 sec): 3 clusters
  Score: Raw -9589.123556 + Penalty 1643.279887 = -7945.843669
  nChanged 3
		SP:Iteration 6Q (91550.520000 sec): 3 clusters
  Score: Raw -9622.127730 + Penalty 1643.279887 = -7978.847843
  nChanged 4
		SP:Iteration 7Q (91550.680000 sec): 3 clusters
  Score: Raw -9673.844666 + Penalty 1643.279887 = -8030.564779
  nChanged 1
		SP:Iteration 8Q (91550.860000 sec): 3 clusters
  Score: Raw -9693.246064 + Penalty 1643.279887 = -8049.966177
  nChanged 3
		SP:Iteration 9Q (91551.050000 sec): 3 clusters
  Score: Raw -9757.326237 + Penalty 1643.279887 = -8114.046351
  nChanged 1
		SP:Iteration 10Q (91551.230000 sec): 3 clusters
  Score: Raw -9760.989084 + Penalty 1643.279887 = -8117.709197
  nChanged 0
		SP:Iteration 11F (91551.420000 sec): 3 clusters
  Score: Raw -9774.219058 + Penalty 1643.279887 = -8130.939172
  nChanged 2
		SP:Iteration 12Q (91551.590000 sec): 3 clusters
  Score: Raw -9863.110859 + Penalty 1643.279887 = -8219.830972
  nChanged 0
		SP:Iteration 13F (91551.710000 sec): 3 clusters
  Score: Raw -9863.110859 + Penalty 1643.279887 = -8219.830972
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 1.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91551.840000 sec): 2 clusters
  Score: Raw -21624.470985 + Penalty 872.728680 = -20751.742305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91552.040000 sec): 3 clusters
  Score: Raw -21758.697398 + Penalty 1745.457359 = -20013.240039
  nChanged 25
		SP:Iteration 1F (91552.170000 sec): 3 clusters
  Score: Raw -21847.198876 + Penalty 1745.457359 = -20101.741517
  nChanged 8
		SP:Iteration 2Q (91552.350000 sec): 3 clusters
  Score: Raw -21866.317326 + Penalty 1745.457359 = -20120.859967
  nChanged 4
		SP:Iteration 3Q (91552.550000 sec): 3 clusters
  Score: Raw -21878.761583 + Penalty 1745.457359 = -20133.304224
  nChanged 3
		SP:Iteration 4Q (91552.750000 sec): 3 clusters
  Score: Raw -21896.915216 + Penalty 1745.457359 = -20151.457857
  nChanged 7
		SP:Iteration 5Q (91552.900000 sec): 3 clusters
  Score: Raw -21940.454503 + Penalty 1745.457359 = -20194.997144
  nChanged 3
		SP:Iteration 6Q (91553.100000 sec): 3 clusters
  Score: Raw -21960.803931 + Penalty 1745.457359 = -20215.346572
  nChanged 1
		SP:Iteration 7Q (91553.300000 sec): 3 clusters
  Score: Raw -21964.783290 + Penalty 1745.457359 = -20219.325931
  nChanged 1
		SP:Iteration 8Q (91553.460000 sec): 3 clusters
  Score: Raw -21972.302384 + Penalty 1745.457359 = -20226.845024
  nChanged 2
		SP:Iteration 9Q (91553.640000 sec): 3 clusters
  Score: Raw -21975.123241 + Penalty 1745.457359 = -20229.665882
  nChanged 1
		SP:Iteration 10Q (91553.790000 sec): 3 clusters
  Score: Raw -21976.840918 + Penalty 1745.457359 = -20231.383559
  nChanged 0
		SP:Iteration 11F (91553.980000 sec): 3 clusters
  Score: Raw -21976.840918 + Penalty 1745.457359 = -20231.383559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91554.100000 sec): 2 clusters
  Score: Raw -21157.160317 + Penalty 841.124332 = -20316.035986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91554.280000 sec): 3 clusters
  Score: Raw -21369.894344 + Penalty 1682.248663 = -19687.645681
  nChanged 29
		SP:Iteration 1F (91554.420000 sec): 3 clusters
  Score: Raw -21482.898213 + Penalty 1682.248663 = -19800.649549
  nChanged 9
		SP:Iteration 2F (91554.590000 sec): 3 clusters
  Score: Raw -21518.840802 + Penalty 1682.248663 = -19836.592139
  nChanged 2
		SP:Iteration 3Q (91554.770000 sec): 3 clusters
  Score: Raw -21526.964122 + Penalty 1682.248663 = -19844.715459
  nChanged 2
		SP:Iteration 4Q (91554.970000 sec): 3 clusters
  Score: Raw -21532.401612 + Penalty 1682.248663 = -19850.152949
  nChanged 0
		SP:Iteration 5F (91555.140000 sec): 3 clusters
  Score: Raw -21532.401612 + Penalty 1682.248663 = -19850.152949
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (3696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91555.220000 sec): 2 clusters
  Score: Raw -417851.325427 + Penalty 1334.938545 = -416516.386881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91555.400000 sec): 3 clusters
  Score: Raw -416060.509315 + Penalty 2669.877091 = -413390.632225
  nChanged 1442
		SP:Iteration 1F (91555.560000 sec): 3 clusters
  Score: Raw -416937.052120 + Penalty 2669.877091 = -414267.175029
  nChanged 276
		SP:Iteration 2F (91555.770000 sec): 3 clusters
  Score: Raw -417108.264170 + Penalty 2669.877091 = -414438.387080
  nChanged 177
		SP:Iteration 3Q (91555.950000 sec): 3 clusters
  Score: Raw -417212.523990 + Penalty 2669.877091 = -414542.646899
  nChanged 146
		SP:Iteration 4Q (91556.130000 sec): 3 clusters
  Score: Raw -417315.163786 + Penalty 2669.877091 = -414645.286696
  nChanged 147
		SP:Iteration 5Q (91556.300000 sec): 3 clusters
  Score: Raw -417413.520512 + Penalty 2669.877091 = -414743.643421
  nChanged 142
		SP:Iteration 6Q (91556.490000 sec): 3 clusters
  Score: Raw -417502.059160 + Penalty 2669.877091 = -414832.182070
  nChanged 112
		SP:Iteration 7Q (91556.680000 sec): 3 clusters
  Score: Raw -417570.614779 + Penalty 2669.877091 = -414900.737688
  nChanged 105
		SP:Iteration 8Q (91556.830000 sec): 3 clusters
  Score: Raw -417626.628854 + Penalty 2669.877091 = -414956.751764
  nChanged 91
		SP:Iteration 9Q (91557.040000 sec): 3 clusters
  Score: Raw -417684.845091 + Penalty 2669.877091 = -415014.968000
  nChanged 90
		SP:Iteration 10Q (91557.220000 sec): 3 clusters
  Score: Raw -417732.886203 + Penalty 2669.877091 = -415063.009113
  nChanged 74
		SP:Iteration 11Q (91557.370000 sec): 3 clusters
  Score: Raw -417773.201143 + Penalty 2669.877091 = -415103.324052
  nChanged 70
		SP:Iteration 12Q (91557.540000 sec): 3 clusters
  Score: Raw -417815.694809 + Penalty 2669.877091 = -415145.817719
  nChanged 69
		SP:Iteration 13Q (91557.700000 sec): 3 clusters
  Score: Raw -417861.048172 + Penalty 2669.877091 = -415191.171082
  nChanged 81
		SP:Iteration 14Q (91557.880000 sec): 3 clusters
  Score: Raw -417911.417866 + Penalty 2669.877091 = -415241.540775
  nChanged 60
		SP:Iteration 15Q (91558.100000 sec): 3 clusters
  Score: Raw -417936.397401 + Penalty 2669.877091 = -415266.520310
  nChanged 51
		SP:Iteration 16Q (91558.250000 sec): 3 clusters
  Score: Raw -417960.704656 + Penalty 2669.877091 = -415290.827566
  nChanged 41
		SP:Iteration 17Q (91558.440000 sec): 3 clusters
  Score: Raw -417981.205566 + Penalty 2669.877091 = -415311.328475
  nChanged 29
		SP:Iteration 18Q (91558.600000 sec): 3 clusters
  Score: Raw -417992.308802 + Penalty 2669.877091 = -415322.431712
  nChanged 21
		SP:Iteration 19Q (91558.780000 sec): 3 clusters
  Score: Raw -418001.099734 + Penalty 2669.877091 = -415331.222643
  nChanged 22
		SP:Iteration 20F (91558.950000 sec): 3 clusters
  Score: Raw -418011.811620 + Penalty 2669.877091 = -415341.934529
  nChanged 17
		SP:Iteration 21Q (91559.140000 sec): 3 clusters
  Score: Raw -418019.525104 + Penalty 2669.877091 = -415349.648013
  nChanged 20
		SP:Iteration 22Q (91559.310000 sec): 3 clusters
  Score: Raw -418028.624038 + Penalty 2669.877091 = -415358.746947
  nChanged 16
		SP:Iteration 23Q (91559.460000 sec): 3 clusters
  Score: Raw -418036.420274 + Penalty 2669.877091 = -415366.543184
  nChanged 19
		SP:Iteration 24Q (91559.630000 sec): 3 clusters
  Score: Raw -418048.303617 + Penalty 2669.877091 = -415378.426527
  nChanged 20
		SP:Iteration 25Q (91559.820000 sec): 3 clusters
  Score: Raw -418057.325876 + Penalty 2669.877091 = -415387.448785
  nChanged 23
		SP:Iteration 26Q (91559.980000 sec): 3 clusters
  Score: Raw -418067.257249 + Penalty 2669.877091 = -415397.380158
  nChanged 21
		SP:Iteration 27Q (91560.150000 sec): 3 clusters
  Score: Raw -418074.290520 + Penalty 2669.877091 = -415404.413429
  nChanged 18
		SP:Iteration 28Q (91560.360000 sec): 3 clusters
  Score: Raw -418079.765942 + Penalty 2669.877091 = -415409.888852
  nChanged 11
		SP:Iteration 29Q (91560.510000 sec): 3 clusters
  Score: Raw -418083.283613 + Penalty 2669.877091 = -415413.406522
  nChanged 8
		SP:Iteration 30Q (91560.680000 sec): 3 clusters
  Score: Raw -418086.450926 + Penalty 2669.877091 = -415416.573836
  nChanged 5
		SP:Iteration 31Q (91560.840000 sec): 3 clusters
  Score: Raw -418088.605514 + Penalty 2669.877091 = -415418.728423
  nChanged 8
		SP:Iteration 32Q (91561.040000 sec): 3 clusters
  Score: Raw -418092.198163 + Penalty 2669.877091 = -415422.321073
  nChanged 14
		SP:Iteration 33Q (91561.270000 sec): 3 clusters
  Score: Raw -418096.113987 + Penalty 2669.877091 = -415426.236897
  nChanged 10
		SP:Iteration 34Q (91561.430000 sec): 3 clusters
  Score: Raw -418099.076089 + Penalty 2669.877091 = -415429.198998
  nChanged 10
		SP:Iteration 35Q (91561.660000 sec): 3 clusters
  Score: Raw -418102.143132 + Penalty 2669.877091 = -415432.266041
  nChanged 9
		SP:Iteration 36Q (91561.850000 sec): 3 clusters
  Score: Raw -418106.346734 + Penalty 2669.877091 = -415436.469643
  nChanged 6
		SP:Iteration 37Q (91562.000000 sec): 3 clusters
  Score: Raw -418108.219253 + Penalty 2669.877091 = -415438.342162
  nChanged 7
		SP:Iteration 38Q (91562.220000 sec): 3 clusters
  Score: Raw -418110.502200 + Penalty 2669.877091 = -415440.625110
  nChanged 5
		SP:Iteration 39Q (91562.380000 sec): 3 clusters
  Score: Raw -418112.836763 + Penalty 2669.877091 = -415442.959672
  nChanged 10
		SP:Iteration 40F (91562.540000 sec): 3 clusters
  Score: Raw -418116.621926 + Penalty 2669.877091 = -415446.744835
  nChanged 11
		SP:Iteration 41Q (91562.720000 sec): 3 clusters
  Score: Raw -418119.736681 + Penalty 2669.877091 = -415449.859591
  nChanged 9
		SP:Iteration 42Q (91562.850000 sec): 3 clusters
  Score: Raw -418123.870469 + Penalty 2669.877091 = -415453.993379
  nChanged 13
		SP:Iteration 43Q (91563.030000 sec): 3 clusters
  Score: Raw -418130.090489 + Penalty 2669.877091 = -415460.213399
  nChanged 14
		SP:Iteration 44Q (91563.220000 sec): 3 clusters
  Score: Raw -418136.594639 + Penalty 2669.877091 = -415466.717548
  nChanged 13
		SP:Iteration 45Q (91563.450000 sec): 3 clusters
  Score: Raw -418143.163809 + Penalty 2669.877091 = -415473.286718
  nChanged 17
		SP:Iteration 46Q (91563.610000 sec): 3 clusters
  Score: Raw -418154.070767 + Penalty 2669.877091 = -415484.193676
  nChanged 21
		SP:Iteration 47Q (91563.810000 sec): 3 clusters
  Score: Raw -418165.204246 + Penalty 2669.877091 = -415495.327156
  nChanged 21
		SP:Iteration 48Q (91563.980000 sec): 3 clusters
  Score: Raw -418174.132880 + Penalty 2669.877091 = -415504.255790
  nChanged 17
		SP:Iteration 49Q (91564.140000 sec): 3 clusters
  Score: Raw -418180.493699 + Penalty 2669.877091 = -415510.616608
  nChanged 10
		SP:Iteration 50Q (91564.350000 sec): 3 clusters
  Score: Raw -418183.256899 + Penalty 2669.877091 = -415513.379808
  nChanged 7
		SP:Iteration 51Q (91564.500000 sec): 3 clusters
  Score: Raw -418185.419153 + Penalty 2669.877091 = -415515.542063
  nChanged 7
		SP:Iteration 52Q (91564.680000 sec): 3 clusters
  Score: Raw -418187.198268 + Penalty 2669.877091 = -415517.321178
  nChanged 6
		SP:Iteration 53Q (91564.850000 sec): 3 clusters
  Score: Raw -418190.686961 + Penalty 2669.877091 = -415520.809871
  nChanged 6
		SP:Iteration 54Q (91565.060000 sec): 3 clusters
  Score: Raw -418193.116185 + Penalty 2669.877091 = -415523.239094
  nChanged 4
		SP:Iteration 55Q (91565.210000 sec): 3 clusters
  Score: Raw -418194.614895 + Penalty 2669.877091 = -415524.737804
  nChanged 4
		SP:Iteration 56Q (91565.390000 sec): 3 clusters
  Score: Raw -418196.756373 + Penalty 2669.877091 = -415526.879283
  nChanged 9
		SP:Iteration 57Q (91565.620000 sec): 3 clusters
  Score: Raw -418205.746160 + Penalty 2669.877091 = -415535.869069
  nChanged 19
		SP:Iteration 58Q (91565.780000 sec): 3 clusters
  Score: Raw -418219.530246 + Penalty 2669.877091 = -415549.653156
  nChanged 18
		SP:Iteration 59Q (91565.960000 sec): 3 clusters
  Score: Raw -418231.291804 + Penalty 2669.877091 = -415561.414713
  nChanged 19
		SP:Iteration 60F (91566.160000 sec): 3 clusters
  Score: Raw -418244.336030 + Penalty 2669.877091 = -415574.458939
  nChanged 26
		SP:Iteration 61Q (91566.340000 sec): 3 clusters
  Score: Raw -418263.827790 + Penalty 2669.877091 = -415593.950699
  nChanged 32
		SP:Iteration 62Q (91566.540000 sec): 3 clusters
  Score: Raw -418284.736419 + Penalty 2669.877091 = -415614.859328
  nChanged 29
		SP:Iteration 63Q (91566.700000 sec): 3 clusters
  Score: Raw -418302.342831 + Penalty 2669.877091 = -415632.465741
  nChanged 26
		SP:Iteration 64Q (91566.870000 sec): 3 clusters
  Score: Raw -418321.997621 + Penalty 2669.877091 = -415652.120530
  nChanged 37
		SP:Iteration 65Q (91567.080000 sec): 3 clusters
  Score: Raw -418356.283500 + Penalty 2669.877091 = -415686.406409
  nChanged 51
		SP:Iteration 66Q (91567.260000 sec): 3 clusters
  Score: Raw -418397.961853 + Penalty 2669.877091 = -415728.084763
  nChanged 57
		SP:Iteration 67Q (91567.460000 sec): 3 clusters
  Score: Raw -418445.756087 + Penalty 2669.877091 = -415775.878996
  nChanged 49
		SP:Iteration 68Q (91567.610000 sec): 3 clusters
  Score: Raw -418485.393542 + Penalty 2669.877091 = -415815.516452
  nChanged 55
		SP:Iteration 69Q (91567.830000 sec): 3 clusters
  Score: Raw -418540.605510 + Penalty 2669.877091 = -415870.728419
  nChanged 62
		SP:Iteration 70Q (91568.000000 sec): 3 clusters
  Score: Raw -418608.428288 + Penalty 2669.877091 = -415938.551197
  nChanged 65
		SP:Iteration 71Q (91568.220000 sec): 3 clusters
  Score: Raw -418675.682229 + Penalty 2669.877091 = -416005.805139
  nChanged 69
		SP:Iteration 72Q (91568.360000 sec): 3 clusters
  Score: Raw -418725.915615 + Penalty 2669.877091 = -416056.038524
  nChanged 60
		SP:Iteration 73Q (91568.560000 sec): 3 clusters
  Score: Raw -418769.589574 + Penalty 2669.877091 = -416099.712483
  nChanged 45
		SP:Iteration 74Q (91568.740000 sec): 3 clusters
  Score: Raw -418803.579470 + Penalty 2669.877091 = -416133.702379
  nChanged 47
		SP:Iteration 75Q (91568.910000 sec): 3 clusters
  Score: Raw -418840.134597 + Penalty 2669.877091 = -416170.257506
  nChanged 44
		SP:Iteration 76Q (91569.090000 sec): 3 clusters
  Score: Raw -418869.506103 + Penalty 2669.877091 = -416199.629012
  nChanged 29
		SP:Iteration 77Q (91569.310000 sec): 3 clusters
  Score: Raw -418885.911941 + Penalty 2669.877091 = -416216.034850
  nChanged 24
		SP:Iteration 78Q (91569.470000 sec): 3 clusters
  Score: Raw -418901.546868 + Penalty 2669.877091 = -416231.669777
  nChanged 24
		SP:Iteration 79Q (91569.640000 sec): 3 clusters
  Score: Raw -418916.783268 + Penalty 2669.877091 = -416246.906178
  nChanged 24
		SP:Iteration 80F (91569.850000 sec): 3 clusters
  Score: Raw -418931.790989 + Penalty 2669.877091 = -416261.913898
  nChanged 19
		SP:Iteration 81Q (91570.030000 sec): 3 clusters
  Score: Raw -418941.478420 + Penalty 2669.877091 = -416271.601330
  nChanged 13
		SP:Iteration 82Q (91570.160000 sec): 3 clusters
  Score: Raw -418946.432227 + Penalty 2669.877091 = -416276.555137
  nChanged 10
		SP:Iteration 83Q (91570.390000 sec): 3 clusters
  Score: Raw -418951.207036 + Penalty 2669.877091 = -416281.329945
  nChanged 8
		SP:Iteration 84Q (91570.520000 sec): 3 clusters
  Score: Raw -418954.282874 + Penalty 2669.877091 = -416284.405783
  nChanged 7
		SP:Iteration 85Q (91570.730000 sec): 3 clusters
  Score: Raw -418957.390575 + Penalty 2669.877091 = -416287.513485
  nChanged 6
		SP:Iteration 86Q (91570.940000 sec): 3 clusters
  Score: Raw -418959.121999 + Penalty 2669.877091 = -416289.244909
  nChanged 2
		SP:Iteration 87Q (91571.130000 sec): 3 clusters
  Score: Raw -418959.941032 + Penalty 2669.877091 = -416290.063941
  nChanged 2
		SP:Iteration 88Q (91571.340000 sec): 3 clusters
  Score: Raw -418961.178764 + Penalty 2669.877091 = -416291.301673
  nChanged 5
		SP:Iteration 89Q (91571.520000 sec): 3 clusters
  Score: Raw -418962.177988 + Penalty 2669.877091 = -416292.300897
  nChanged 3
		SP:Iteration 90Q (91571.660000 sec): 3 clusters
  Score: Raw -418963.375095 + Penalty 2669.877091 = -416293.498005
  nChanged 5
		SP:Iteration 91Q (91571.840000 sec): 3 clusters
  Score: Raw -418965.212426 + Penalty 2669.877091 = -416295.335335
  nChanged 2
		SP:Iteration 92Q (91572.010000 sec): 3 clusters
  Score: Raw -418965.620664 + Penalty 2669.877091 = -416295.743573
  nChanged 0
		SP:Iteration 93F (91572.180000 sec): 3 clusters
  Score: Raw -418965.620664 + Penalty 2669.877091 = -416295.743573
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 42 (50355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91572.560000 sec): 2 clusters
  Score: Raw -6241651.621331 + Penalty 1759.363645 = -6239892.257686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91572.970000 sec): 3 clusters
  Score: Raw -6209535.160535 + Penalty 3518.727289 = -6206016.433246
  nChanged 23776
		SP:Iteration 1F (91573.380000 sec): 3 clusters
  Score: Raw -6223240.008758 + Penalty 3518.727289 = -6219721.281468
  nChanged 2204
		SP:Iteration 2Q (91573.780000 sec): 3 clusters
  Score: Raw -6224137.047787 + Penalty 3518.727289 = -6220618.320498
  nChanged 2684
		SP:Iteration 3F (91574.180000 sec): 3 clusters
  Score: Raw -6225509.502756 + Penalty 3518.727289 = -6221990.775466
  nChanged 3335
		SP:Iteration 4F (91574.570000 sec): 3 clusters
  Score: Raw -6227765.204675 + Penalty 3518.727289 = -6224246.477385
  nChanged 4061
		SP:Iteration 5F (91574.950000 sec): 3 clusters
  Score: Raw -6231190.828224 + Penalty 3518.727289 = -6227672.100935
  nChanged 4201
		SP:Iteration 6F (91575.280000 sec): 3 clusters
  Score: Raw -6235111.070185 + Penalty 3518.727289 = -6231592.342896
  nChanged 3396
		SP:Iteration 7F (91575.670000 sec): 3 clusters
  Score: Raw -6238345.378648 + Penalty 3518.727289 = -6234826.651358
  nChanged 2008
		SP:Iteration 8Q (91576.050000 sec): 3 clusters
  Score: Raw -6240257.577470 + Penalty 3518.727289 = -6236738.850181
  nChanged 993
		SP:Iteration 9Q (91576.420000 sec): 3 clusters
  Score: Raw -6241231.287331 + Penalty 3518.727289 = -6237712.560041
  nChanged 422
		SP:Iteration 10Q (91576.820000 sec): 3 clusters
  Score: Raw -6241684.473880 + Penalty 3518.727289 = -6238165.746591
  nChanged 187
		SP:Iteration 11Q (91577.210000 sec): 3 clusters
  Score: Raw -6241889.411854 + Penalty 3518.727289 = -6238370.684564
  nChanged 98
		SP:Iteration 12Q (91577.580000 sec): 3 clusters
  Score: Raw -6241981.235360 + Penalty 3518.727289 = -6238462.508070
  nChanged 73
		SP:Iteration 13Q (91577.940000 sec): 3 clusters
  Score: Raw -6242041.072348 + Penalty 3518.727289 = -6238522.345059
  nChanged 52
		SP:Iteration 14Q (91578.360000 sec): 3 clusters
  Score: Raw -6242076.716552 + Penalty 3518.727289 = -6238557.989263
  nChanged 32
		SP:Iteration 15Q (91578.740000 sec): 3 clusters
  Score: Raw -6242094.507718 + Penalty 3518.727289 = -6238575.780428
  nChanged 19
		SP:Iteration 16Q (91579.090000 sec): 3 clusters
  Score: Raw -6242105.336144 + Penalty 3518.727289 = -6238586.608855
  nChanged 15
		SP:Iteration 17Q (91579.470000 sec): 3 clusters
  Score: Raw -6242112.889160 + Penalty 3518.727289 = -6238594.161870
  nChanged 13
		SP:Iteration 18Q (91579.840000 sec): 3 clusters
  Score: Raw -6242121.366902 + Penalty 3518.727289 = -6238602.639613
  nChanged 15
		SP:Iteration 19Q (91580.200000 sec): 3 clusters
  Score: Raw -6242128.459926 + Penalty 3518.727289 = -6238609.732637
  nChanged 14
		SP:Iteration 20F (91580.580000 sec): 3 clusters
  Score: Raw -6242133.814899 + Penalty 3518.727289 = -6238615.087609
  nChanged 6
		SP:Iteration 21Q (91580.930000 sec): 3 clusters
  Score: Raw -6242135.443432 + Penalty 3518.727289 = -6238616.716142
  nChanged 2
		SP:Iteration 22Q (91581.320000 sec): 3 clusters
  Score: Raw -6242135.787120 + Penalty 3518.727289 = -6238617.059830
  nChanged 0
		SP:Iteration 23F (91581.690000 sec): 3 clusters
  Score: Raw -6242135.787120 + Penalty 3518.727289 = -6238617.059830
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91581.860000 sec): 2 clusters
  Score: Raw -192567.370903 + Penalty 1205.454384 = -191361.916519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91582.040000 sec): 3 clusters
  Score: Raw -191897.548880 + Penalty 2410.908767 = -189486.640112
  nChanged 578
		SP:Iteration 1F (91582.190000 sec): 3 clusters
  Score: Raw -192314.660135 + Penalty 2410.908767 = -189903.751368
  nChanged 120
		SP:Iteration 2F (91582.360000 sec): 3 clusters
  Score: Raw -192423.594430 + Penalty 2410.908767 = -190012.685662
  nChanged 94
		SP:Iteration 3F (91582.510000 sec): 3 clusters
  Score: Raw -192538.713439 + Penalty 2410.908767 = -190127.804672
  nChanged 93
		SP:Iteration 4F (91582.660000 sec): 3 clusters
  Score: Raw -192652.011564 + Penalty 2410.908767 = -190241.102797
  nChanged 72
		SP:Iteration 5Q (91582.850000 sec): 3 clusters
  Score: Raw -192736.436772 + Penalty 2410.908767 = -190325.528005
  nChanged 57
		SP:Iteration 6Q (91583.020000 sec): 3 clusters
  Score: Raw -192789.833158 + Penalty 2410.908767 = -190378.924391
  nChanged 42
		SP:Iteration 7Q (91583.150000 sec): 3 clusters
  Score: Raw -192829.108021 + Penalty 2410.908767 = -190418.199253
  nChanged 40
		SP:Iteration 8Q (91583.340000 sec): 3 clusters
  Score: Raw -192874.605056 + Penalty 2410.908767 = -190463.696289
  nChanged 39
		SP:Iteration 9Q (91583.490000 sec): 3 clusters
  Score: Raw -192917.204510 + Penalty 2410.908767 = -190506.295743
  nChanged 31
		SP:Iteration 10Q (91583.630000 sec): 3 clusters
  Score: Raw -192943.247334 + Penalty 2410.908767 = -190532.338567
  nChanged 32
		SP:Iteration 11Q (91583.790000 sec): 3 clusters
  Score: Raw -192969.343589 + Penalty 2410.908767 = -190558.434822
  nChanged 26
		SP:Iteration 12Q (91583.950000 sec): 3 clusters
  Score: Raw -192988.465272 + Penalty 2410.908767 = -190577.556504
  nChanged 16
		SP:Iteration 13Q (91584.100000 sec): 3 clusters
  Score: Raw -193001.082503 + Penalty 2410.908767 = -190590.173736
  nChanged 8
		SP:Iteration 14Q (91584.260000 sec): 3 clusters
  Score: Raw -193010.664276 + Penalty 2410.908767 = -190599.755509
  nChanged 8
		SP:Iteration 15Q (91584.440000 sec): 3 clusters
  Score: Raw -193019.582153 + Penalty 2410.908767 = -190608.673385
  nChanged 8
		SP:Iteration 16Q (91584.610000 sec): 3 clusters
  Score: Raw -193023.310755 + Penalty 2410.908767 = -190612.401987
  nChanged 4
		SP:Iteration 17Q (91584.780000 sec): 3 clusters
  Score: Raw -193026.421377 + Penalty 2410.908767 = -190615.512610
  nChanged 3
		SP:Iteration 18Q (91584.990000 sec): 3 clusters
  Score: Raw -193028.851961 + Penalty 2410.908767 = -190617.943194
  nChanged 5
		SP:Iteration 19Q (91585.150000 sec): 3 clusters
  Score: Raw -193031.750497 + Penalty 2410.908767 = -190620.841730
  nChanged 6
		SP:Iteration 20F (91585.330000 sec): 3 clusters
  Score: Raw -193036.079063 + Penalty 2410.908767 = -190625.170296
  nChanged 3
		SP:Iteration 21Q (91585.500000 sec): 3 clusters
  Score: Raw -193039.410205 + Penalty 2410.908767 = -190628.501437
  nChanged 7
		SP:Iteration 22Q (91585.670000 sec): 3 clusters
  Score: Raw -193043.174060 + Penalty 2410.908767 = -190632.265293
  nChanged 6
		SP:Iteration 23Q (91585.860000 sec): 3 clusters
  Score: Raw -193049.909979 + Penalty 2410.908767 = -190639.001212
  nChanged 6
		SP:Iteration 24Q (91586.010000 sec): 3 clusters
  Score: Raw -193055.263753 + Penalty 2410.908767 = -190644.354986
  nChanged 6
		SP:Iteration 25Q (91586.150000 sec): 3 clusters
  Score: Raw -193059.140628 + Penalty 2410.908767 = -190648.231861
  nChanged 4
		SP:Iteration 26Q (91586.300000 sec): 3 clusters
  Score: Raw -193063.594059 + Penalty 2410.908767 = -190652.685292
  nChanged 8
		SP:Iteration 27Q (91586.520000 sec): 3 clusters
  Score: Raw -193069.142826 + Penalty 2410.908767 = -190658.234058
  nChanged 6
		SP:Iteration 28Q (91586.690000 sec): 3 clusters
  Score: Raw -193075.181816 + Penalty 2410.908767 = -190664.273048
  nChanged 5
		SP:Iteration 29Q (91586.880000 sec): 3 clusters
  Score: Raw -193081.123455 + Penalty 2410.908767 = -190670.214688
  nChanged 13
		SP:Iteration 30Q (91587.040000 sec): 3 clusters
  Score: Raw -193096.488627 + Penalty 2410.908767 = -190685.579860
  nChanged 15
		SP:Iteration 31Q (91587.210000 sec): 3 clusters
  Score: Raw -193111.430995 + Penalty 2410.908767 = -190700.522227
  nChanged 21
		SP:Iteration 32Q (91587.380000 sec): 3 clusters
  Score: Raw -193129.333470 + Penalty 2410.908767 = -190718.424703
  nChanged 17
		SP:Iteration 33Q (91587.530000 sec): 3 clusters
  Score: Raw -193146.344033 + Penalty 2410.908767 = -190735.435265
  nChanged 12
		SP:Iteration 34Q (91587.740000 sec): 3 clusters
  Score: Raw -193156.414773 + Penalty 2410.908767 = -190745.506006
  nChanged 10
		SP:Iteration 35Q (91587.900000 sec): 3 clusters
  Score: Raw -193163.718672 + Penalty 2410.908767 = -190752.809905
  nChanged 8
		SP:Iteration 36Q (91588.040000 sec): 3 clusters
  Score: Raw -193170.138341 + Penalty 2410.908767 = -190759.229573
  nChanged 3
		SP:Iteration 37Q (91588.230000 sec): 3 clusters
  Score: Raw -193171.671759 + Penalty 2410.908767 = -190760.762992
  nChanged 2
		SP:Iteration 38Q (91588.390000 sec): 3 clusters
  Score: Raw -193174.133273 + Penalty 2410.908767 = -190763.224505
  nChanged 1
		SP:Iteration 39Q (91588.560000 sec): 3 clusters
  Score: Raw -193174.334148 + Penalty 2410.908767 = -190763.425380
  nChanged 0
		SP:Iteration 40F (91588.760000 sec): 3 clusters
  Score: Raw -193174.334148 + Penalty 2410.908767 = -190763.425380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (17151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91588.920000 sec): 2 clusters
  Score: Raw -1961900.647183 + Penalty 1584.344411 = -1960316.302772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91589.170000 sec): 3 clusters
  Score: Raw -1951739.178543 + Penalty 3168.688822 = -1948570.489721
  nChanged 7640
		SP:Iteration 1F (91589.420000 sec): 3 clusters
  Score: Raw -1955943.558847 + Penalty 3168.688822 = -1952774.870025
  nChanged 1020
		SP:Iteration 2F (91589.690000 sec): 3 clusters
  Score: Raw -1956407.793663 + Penalty 3168.688822 = -1953239.104841
  nChanged 990
		SP:Iteration 3F (91589.920000 sec): 3 clusters
  Score: Raw -1956885.478787 + Penalty 3168.688822 = -1953716.789965
  nChanged 943
		SP:Iteration 4F (91590.160000 sec): 3 clusters
  Score: Raw -1957377.305470 + Penalty 3168.688822 = -1954208.616648
  nChanged 864
		SP:Iteration 5F (91590.400000 sec): 3 clusters
  Score: Raw -1957817.972674 + Penalty 3168.688822 = -1954649.283852
  nChanged 853
		SP:Iteration 6Q (91590.620000 sec): 3 clusters
  Score: Raw -1958215.354961 + Penalty 3168.688822 = -1955046.666139
  nChanged 754
		SP:Iteration 7Q (91590.840000 sec): 3 clusters
  Score: Raw -1958531.225129 + Penalty 3168.688822 = -1955362.536307
  nChanged 663
		SP:Iteration 8Q (91591.100000 sec): 3 clusters
  Score: Raw -1958787.090081 + Penalty 3168.688822 = -1955618.401259
  nChanged 569
		SP:Iteration 9Q (91591.300000 sec): 3 clusters
  Score: Raw -1959019.589392 + Penalty 3168.688822 = -1955850.900570
  nChanged 534
		SP:Iteration 10Q (91591.560000 sec): 3 clusters
  Score: Raw -1959224.076285 + Penalty 3168.688822 = -1956055.387463
  nChanged 477
		SP:Iteration 11Q (91591.760000 sec): 3 clusters
  Score: Raw -1959384.229112 + Penalty 3168.688822 = -1956215.540290
  nChanged 467
		SP:Iteration 12Q (91591.990000 sec): 3 clusters
  Score: Raw -1959540.978652 + Penalty 3168.688822 = -1956372.289830
  nChanged 387
		SP:Iteration 13Q (91592.220000 sec): 3 clusters
  Score: Raw -1959679.510016 + Penalty 3168.688822 = -1956510.821194
  nChanged 403
		SP:Iteration 14Q (91592.510000 sec): 3 clusters
  Score: Raw -1959824.019664 + Penalty 3168.688822 = -1956655.330842
  nChanged 379
		SP:Iteration 15Q (91592.740000 sec): 3 clusters
  Score: Raw -1959958.887626 + Penalty 3168.688822 = -1956790.198804
  nChanged 347
		SP:Iteration 16Q (91593.010000 sec): 3 clusters
  Score: Raw -1960092.492824 + Penalty 3168.688822 = -1956923.804002
  nChanged 330
		SP:Iteration 17Q (91593.200000 sec): 3 clusters
  Score: Raw -1960210.654668 + Penalty 3168.688822 = -1957041.965846
  nChanged 290
		SP:Iteration 18Q (91593.450000 sec): 3 clusters
  Score: Raw -1960309.487997 + Penalty 3168.688822 = -1957140.799175
  nChanged 276
		SP:Iteration 19Q (91593.740000 sec): 3 clusters
  Score: Raw -1960400.868843 + Penalty 3168.688822 = -1957232.180021
  nChanged 252
		SP:Iteration 20F (91593.950000 sec): 3 clusters
  Score: Raw -1960476.080257 + Penalty 3168.688822 = -1957307.391435
  nChanged 231
		SP:Iteration 21Q (91594.200000 sec): 3 clusters
  Score: Raw -1960545.386147 + Penalty 3168.688822 = -1957376.697325
  nChanged 217
		SP:Iteration 22Q (91594.460000 sec): 3 clusters
  Score: Raw -1960606.956201 + Penalty 3168.688822 = -1957438.267379
  nChanged 210
		SP:Iteration 23Q (91594.720000 sec): 3 clusters
  Score: Raw -1960657.276229 + Penalty 3168.688822 = -1957488.587407
  nChanged 185
		SP:Iteration 24Q (91594.950000 sec): 3 clusters
  Score: Raw -1960705.100197 + Penalty 3168.688822 = -1957536.411375
  nChanged 191
		SP:Iteration 25Q (91595.180000 sec): 3 clusters
  Score: Raw -1960756.360559 + Penalty 3168.688822 = -1957587.671738
  nChanged 185
		SP:Iteration 26Q (91595.450000 sec): 3 clusters
  Score: Raw -1960809.021763 + Penalty 3168.688822 = -1957640.332941
  nChanged 190
		SP:Iteration 27Q (91595.690000 sec): 3 clusters
  Score: Raw -1960866.184935 + Penalty 3168.688822 = -1957697.496113
  nChanged 206
		SP:Iteration 28Q (91595.910000 sec): 3 clusters
  Score: Raw -1960924.826711 + Penalty 3168.688822 = -1957756.137889
  nChanged 201
		SP:Iteration 29Q (91596.160000 sec): 3 clusters
  Score: Raw -1960983.029701 + Penalty 3168.688822 = -1957814.340879
  nChanged 176
		SP:Iteration 30Q (91596.390000 sec): 3 clusters
  Score: Raw -1961036.501296 + Penalty 3168.688822 = -1957867.812474
  nChanged 198
		SP:Iteration 31Q (91596.670000 sec): 3 clusters
  Score: Raw -1961098.458623 + Penalty 3168.688822 = -1957929.769801
  nChanged 183
		SP:Iteration 32Q (91596.900000 sec): 3 clusters
  Score: Raw -1961149.127800 + Penalty 3168.688822 = -1957980.438978
  nChanged 166
		SP:Iteration 33Q (91597.150000 sec): 3 clusters
  Score: Raw -1961186.811144 + Penalty 3168.688822 = -1958018.122322
  nChanged 137
		SP:Iteration 34Q (91597.430000 sec): 3 clusters
  Score: Raw -1961213.674411 + Penalty 3168.688822 = -1958044.985589
  nChanged 119
		SP:Iteration 35Q (91597.630000 sec): 3 clusters
  Score: Raw -1961235.773475 + Penalty 3168.688822 = -1958067.084653
  nChanged 107
		SP:Iteration 36Q (91597.910000 sec): 3 clusters
  Score: Raw -1961252.639910 + Penalty 3168.688822 = -1958083.951088
  nChanged 87
		SP:Iteration 37Q (91598.130000 sec): 3 clusters
  Score: Raw -1961267.050238 + Penalty 3168.688822 = -1958098.361416
  nChanged 81
		SP:Iteration 38Q (91598.370000 sec): 3 clusters
  Score: Raw -1961281.113733 + Penalty 3168.688822 = -1958112.424911
  nChanged 78
		SP:Iteration 39Q (91598.620000 sec): 3 clusters
  Score: Raw -1961294.464586 + Penalty 3168.688822 = -1958125.775764
  nChanged 82
		SP:Iteration 40F (91598.870000 sec): 3 clusters
  Score: Raw -1961310.258376 + Penalty 3168.688822 = -1958141.569554
  nChanged 77
		SP:Iteration 41Q (91599.100000 sec): 3 clusters
  Score: Raw -1961324.831492 + Penalty 3168.688822 = -1958156.142670
  nChanged 91
		SP:Iteration 42Q (91599.340000 sec): 3 clusters
  Score: Raw -1961339.885669 + Penalty 3168.688822 = -1958171.196847
  nChanged 85
		SP:Iteration 43Q (91599.570000 sec): 3 clusters
  Score: Raw -1961353.934961 + Penalty 3168.688822 = -1958185.246139
  nChanged 78
		SP:Iteration 44Q (91599.810000 sec): 3 clusters
  Score: Raw -1961365.116668 + Penalty 3168.688822 = -1958196.427846
  nChanged 69
		SP:Iteration 45Q (91600.090000 sec): 3 clusters
  Score: Raw -1961374.392590 + Penalty 3168.688822 = -1958205.703768
  nChanged 62
		SP:Iteration 46Q (91600.320000 sec): 3 clusters
  Score: Raw -1961385.460965 + Penalty 3168.688822 = -1958216.772143
  nChanged 59
		SP:Iteration 47Q (91600.540000 sec): 3 clusters
  Score: Raw -1961395.530845 + Penalty 3168.688822 = -1958226.842023
  nChanged 71
		SP:Iteration 48Q (91600.770000 sec): 3 clusters
  Score: Raw -1961407.529943 + Penalty 3168.688822 = -1958238.841121
  nChanged 75
		SP:Iteration 49Q (91600.990000 sec): 3 clusters
  Score: Raw -1961418.392966 + Penalty 3168.688822 = -1958249.704144
  nChanged 61
		SP:Iteration 50Q (91601.250000 sec): 3 clusters
  Score: Raw -1961427.465353 + Penalty 3168.688822 = -1958258.776531
  nChanged 56
		SP:Iteration 51Q (91601.490000 sec): 3 clusters
  Score: Raw -1961434.702304 + Penalty 3168.688822 = -1958266.013482
  nChanged 58
		SP:Iteration 52Q (91601.740000 sec): 3 clusters
  Score: Raw -1961442.281143 + Penalty 3168.688822 = -1958273.592321
  nChanged 53
		SP:Iteration 53Q (91602.010000 sec): 3 clusters
  Score: Raw -1961448.799203 + Penalty 3168.688822 = -1958280.110381
  nChanged 46
		SP:Iteration 54Q (91602.210000 sec): 3 clusters
  Score: Raw -1961455.167028 + Penalty 3168.688822 = -1958286.478206
  nChanged 50
		SP:Iteration 55Q (91602.440000 sec): 3 clusters
  Score: Raw -1961463.180904 + Penalty 3168.688822 = -1958294.492082
  nChanged 55
		SP:Iteration 56Q (91602.710000 sec): 3 clusters
  Score: Raw -1961470.037205 + Penalty 3168.688822 = -1958301.348383
  nChanged 44
		SP:Iteration 57Q (91602.940000 sec): 3 clusters
  Score: Raw -1961475.763786 + Penalty 3168.688822 = -1958307.074964
  nChanged 48
		SP:Iteration 58Q (91603.170000 sec): 3 clusters
  Score: Raw -1961480.830150 + Penalty 3168.688822 = -1958312.141328
  nChanged 37
		SP:Iteration 59Q (91603.410000 sec): 3 clusters
  Score: Raw -1961485.478792 + Penalty 3168.688822 = -1958316.789970
  nChanged 44
		SP:Iteration 60F (91603.650000 sec): 3 clusters
  Score: Raw -1961491.029394 + Penalty 3168.688822 = -1958322.340572
  nChanged 38
		SP:Iteration 61Q (91603.940000 sec): 3 clusters
  Score: Raw -1961495.612364 + Penalty 3168.688822 = -1958326.923542
  nChanged 41
		SP:Iteration 62Q (91604.180000 sec): 3 clusters
  Score: Raw -1961499.563485 + Penalty 3168.688822 = -1958330.874663
  nChanged 34
		SP:Iteration 63Q (91604.390000 sec): 3 clusters
  Score: Raw -1961502.669744 + Penalty 3168.688822 = -1958333.980922
  nChanged 26
		SP:Iteration 64Q (91604.660000 sec): 3 clusters
  Score: Raw -1961505.460220 + Penalty 3168.688822 = -1958336.771398
  nChanged 28
		SP:Iteration 65Q (91604.920000 sec): 3 clusters
  Score: Raw -1961508.359084 + Penalty 3168.688822 = -1958339.670262
  nChanged 29
		SP:Iteration 66Q (91605.140000 sec): 3 clusters
  Score: Raw -1961510.893043 + Penalty 3168.688822 = -1958342.204221
  nChanged 20
		SP:Iteration 67Q (91605.410000 sec): 3 clusters
  Score: Raw -1961512.793422 + Penalty 3168.688822 = -1958344.104600
  nChanged 26
		SP:Iteration 68Q (91605.650000 sec): 3 clusters
  Score: Raw -1961514.718774 + Penalty 3168.688822 = -1958346.029952
  nChanged 21
		SP:Iteration 69Q (91605.830000 sec): 3 clusters
  Score: Raw -1961516.627975 + Penalty 3168.688822 = -1958347.939153
  nChanged 26
		SP:Iteration 70Q (91606.060000 sec): 3 clusters
  Score: Raw -1961518.939351 + Penalty 3168.688822 = -1958350.250529
  nChanged 19
		SP:Iteration 71Q (91606.300000 sec): 3 clusters
  Score: Raw -1961520.560044 + Penalty 3168.688822 = -1958351.871222
  nChanged 13
		SP:Iteration 72Q (91606.580000 sec): 3 clusters
  Score: Raw -1961521.253131 + Penalty 3168.688822 = -1958352.564309
  nChanged 11
		SP:Iteration 73Q (91606.820000 sec): 3 clusters
  Score: Raw -1961521.869781 + Penalty 3168.688822 = -1958353.180959
  nChanged 10
		SP:Iteration 74Q (91607.080000 sec): 3 clusters
  Score: Raw -1961522.363932 + Penalty 3168.688822 = -1958353.675110
  nChanged 9
		SP:Iteration 75Q (91607.340000 sec): 3 clusters
  Score: Raw -1961522.840206 + Penalty 3168.688822 = -1958354.151384
  nChanged 3
		SP:Iteration 76Q (91607.560000 sec): 3 clusters
  Score: Raw -1961522.899403 + Penalty 3168.688822 = -1958354.210581
  nChanged 0
		SP:Iteration 77F (91607.800000 sec): 3 clusters
  Score: Raw -1961522.899403 + Penalty 3168.688822 = -1958354.210581
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91607.960000 sec): 2 clusters
  Score: Raw -866295.744550 + Penalty 1438.395307 = -864857.349243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91608.170000 sec): 3 clusters
  Score: Raw -862470.498836 + Penalty 2876.790613 = -859593.708223
  nChanged 2967
		SP:Iteration 1F (91608.330000 sec): 3 clusters
  Score: Raw -864077.123187 + Penalty 2876.790613 = -861200.332574
  nChanged 529
		SP:Iteration 2F (91608.560000 sec): 3 clusters
  Score: Raw -864383.030689 + Penalty 2876.790613 = -861506.240076
  nChanged 428
		SP:Iteration 3F (91608.730000 sec): 3 clusters
  Score: Raw -864631.774352 + Penalty 2876.790613 = -861754.983739
  nChanged 372
		SP:Iteration 4F (91608.960000 sec): 3 clusters
  Score: Raw -864861.837600 + Penalty 2876.790613 = -861985.046986
  nChanged 352
		SP:Iteration 5F (91609.150000 sec): 3 clusters
  Score: Raw -865103.232281 + Penalty 2876.790613 = -862226.441668
  nChanged 354
		SP:Iteration 6F (91609.380000 sec): 3 clusters
  Score: Raw -865354.282999 + Penalty 2876.790613 = -862477.492385
  nChanged 307
		SP:Iteration 7Q (91609.580000 sec): 3 clusters
  Score: Raw -865549.530104 + Penalty 2876.790613 = -862672.739491
  nChanged 252
		SP:Iteration 8Q (91609.800000 sec): 3 clusters
  Score: Raw -865713.611491 + Penalty 2876.790613 = -862836.820878
  nChanged 225
		SP:Iteration 9Q (91610.000000 sec): 3 clusters
  Score: Raw -865846.656807 + Penalty 2876.790613 = -862969.866194
  nChanged 191
		SP:Iteration 10Q (91610.210000 sec): 3 clusters
  Score: Raw -865954.782615 + Penalty 2876.790613 = -863077.992002
  nChanged 182
		SP:Iteration 11Q (91610.440000 sec): 3 clusters
  Score: Raw -866057.303906 + Penalty 2876.790613 = -863180.513292
  nChanged 159
		SP:Iteration 12Q (91610.640000 sec): 3 clusters
  Score: Raw -866133.248561 + Penalty 2876.790613 = -863256.457947
  nChanged 122
		SP:Iteration 13Q (91610.830000 sec): 3 clusters
  Score: Raw -866174.402951 + Penalty 2876.790613 = -863297.612338
  nChanged 80
		SP:Iteration 14Q (91611.050000 sec): 3 clusters
  Score: Raw -866197.262020 + Penalty 2876.790613 = -863320.471407
  nChanged 69
		SP:Iteration 15Q (91611.210000 sec): 3 clusters
  Score: Raw -866216.300122 + Penalty 2876.790613 = -863339.509509
  nChanged 56
		SP:Iteration 16Q (91611.420000 sec): 3 clusters
  Score: Raw -866231.112008 + Penalty 2876.790613 = -863354.321395
  nChanged 42
		SP:Iteration 17Q (91611.630000 sec): 3 clusters
  Score: Raw -866242.981310 + Penalty 2876.790613 = -863366.190696
  nChanged 41
		SP:Iteration 18Q (91611.810000 sec): 3 clusters
  Score: Raw -866254.601762 + Penalty 2876.790613 = -863377.811149
  nChanged 33
		SP:Iteration 19Q (91611.990000 sec): 3 clusters
  Score: Raw -866262.640036 + Penalty 2876.790613 = -863385.849423
  nChanged 36
		SP:Iteration 20F (91612.200000 sec): 3 clusters
  Score: Raw -866269.881608 + Penalty 2876.790613 = -863393.090995
  nChanged 20
		SP:Iteration 21Q (91612.370000 sec): 3 clusters
  Score: Raw -866273.653024 + Penalty 2876.790613 = -863396.862411
  nChanged 22
		SP:Iteration 22Q (91612.570000 sec): 3 clusters
  Score: Raw -866278.462335 + Penalty 2876.790613 = -863401.671722
  nChanged 22
		SP:Iteration 23Q (91612.820000 sec): 3 clusters
  Score: Raw -866281.571350 + Penalty 2876.790613 = -863404.780737
  nChanged 10
		SP:Iteration 24Q (91613.000000 sec): 3 clusters
  Score: Raw -866283.386089 + Penalty 2876.790613 = -863406.595476
  nChanged 8
		SP:Iteration 25Q (91613.240000 sec): 3 clusters
  Score: Raw -866284.535255 + Penalty 2876.790613 = -863407.744642
  nChanged 6
		SP:Iteration 26Q (91613.440000 sec): 3 clusters
  Score: Raw -866285.407137 + Penalty 2876.790613 = -863408.616524
  nChanged 5
		SP:Iteration 27Q (91613.630000 sec): 3 clusters
  Score: Raw -866285.858283 + Penalty 2876.790613 = -863409.067670
  nChanged 4
		SP:Iteration 28Q (91613.870000 sec): 3 clusters
  Score: Raw -866286.467334 + Penalty 2876.790613 = -863409.676721
  nChanged 6
		SP:Iteration 29Q (91614.080000 sec): 3 clusters
  Score: Raw -866287.262734 + Penalty 2876.790613 = -863410.472121
  nChanged 6
		SP:Iteration 30Q (91614.250000 sec): 3 clusters
  Score: Raw -866288.932544 + Penalty 2876.790613 = -863412.141931
  nChanged 12
		SP:Iteration 31Q (91614.470000 sec): 3 clusters
  Score: Raw -866290.881545 + Penalty 2876.790613 = -863414.090932
  nChanged 8
		SP:Iteration 32Q (91614.670000 sec): 3 clusters
  Score: Raw -866292.327998 + Penalty 2876.790613 = -863415.537385
  nChanged 5
		SP:Iteration 33Q (91614.870000 sec): 3 clusters
  Score: Raw -866292.949179 + Penalty 2876.790613 = -863416.158565
  nChanged 10
		SP:Iteration 34Q (91615.060000 sec): 3 clusters
  Score: Raw -866294.565170 + Penalty 2876.790613 = -863417.774557
  nChanged 5
		SP:Iteration 35Q (91615.260000 sec): 3 clusters
  Score: Raw -866295.345492 + Penalty 2876.790613 = -863418.554878
  nChanged 5
		SP:Iteration 36Q (91615.460000 sec): 3 clusters
  Score: Raw -866296.019227 + Penalty 2876.790613 = -863419.228614
  nChanged 4
		SP:Iteration 37Q (91615.670000 sec): 3 clusters
  Score: Raw -866297.013640 + Penalty 2876.790613 = -863420.223027
  nChanged 7
		SP:Iteration 38Q (91615.820000 sec): 3 clusters
  Score: Raw -866298.029822 + Penalty 2876.790613 = -863421.239209
  nChanged 7
		SP:Iteration 39Q (91616.030000 sec): 3 clusters
  Score: Raw -866299.402186 + Penalty 2876.790613 = -863422.611573
  nChanged 5
		SP:Iteration 40F (91616.250000 sec): 3 clusters
  Score: Raw -866300.142530 + Penalty 2876.790613 = -863423.351917
  nChanged 5
		SP:Iteration 41Q (91616.430000 sec): 3 clusters
  Score: Raw -866301.242219 + Penalty 2876.790613 = -863424.451606
  nChanged 4
		SP:Iteration 42Q (91616.700000 sec): 3 clusters
  Score: Raw -866301.752728 + Penalty 2876.790613 = -863424.962115
  nChanged 6
		SP:Iteration 43Q (91616.830000 sec): 3 clusters
  Score: Raw -866302.691218 + Penalty 2876.790613 = -863425.900605
  nChanged 5
		SP:Iteration 44Q (91617.030000 sec): 3 clusters
  Score: Raw -866303.664971 + Penalty 2876.790613 = -863426.874357
  nChanged 6
		SP:Iteration 45Q (91617.280000 sec): 3 clusters
  Score: Raw -866304.325490 + Penalty 2876.790613 = -863427.534877
  nChanged 4
		SP:Iteration 46Q (91617.470000 sec): 3 clusters
  Score: Raw -866305.044632 + Penalty 2876.790613 = -863428.254018
  nChanged 7
		SP:Iteration 47Q (91617.650000 sec): 3 clusters
  Score: Raw -866306.557810 + Penalty 2876.790613 = -863429.767197
  nChanged 7
		SP:Iteration 48Q (91617.850000 sec): 3 clusters
  Score: Raw -866307.760621 + Penalty 2876.790613 = -863430.970007
  nChanged 6
		SP:Iteration 49Q (91618.040000 sec): 3 clusters
  Score: Raw -866308.646136 + Penalty 2876.790613 = -863431.855523
  nChanged 8
		SP:Iteration 50Q (91618.250000 sec): 3 clusters
  Score: Raw -866309.797863 + Penalty 2876.790613 = -863433.007250
  nChanged 9
		SP:Iteration 51Q (91618.380000 sec): 3 clusters
  Score: Raw -866311.100023 + Penalty 2876.790613 = -863434.309409
  nChanged 3
		SP:Iteration 52Q (91618.590000 sec): 3 clusters
  Score: Raw -866311.406514 + Penalty 2876.790613 = -863434.615901
  nChanged 2
		SP:Iteration 53Q (91618.820000 sec): 3 clusters
  Score: Raw -866311.658027 + Penalty 2876.790613 = -863434.867413
  nChanged 2
		SP:Iteration 54Q (91619.030000 sec): 3 clusters
  Score: Raw -866311.962658 + Penalty 2876.790613 = -863435.172045
  nChanged 5
		SP:Iteration 55Q (91619.200000 sec): 3 clusters
  Score: Raw -866312.410290 + Penalty 2876.790613 = -863435.619677
  nChanged 4
		SP:Iteration 56Q (91619.400000 sec): 3 clusters
  Score: Raw -866313.037511 + Penalty 2876.790613 = -863436.246898
  nChanged 3
		SP:Iteration 57Q (91619.590000 sec): 3 clusters
  Score: Raw -866313.449649 + Penalty 2876.790613 = -863436.659036
  nChanged 3
		SP:Iteration 58Q (91619.850000 sec): 3 clusters
  Score: Raw -866313.883332 + Penalty 2876.790613 = -863437.092719
  nChanged 5
		SP:Iteration 59Q (91620.010000 sec): 3 clusters
  Score: Raw -866314.511513 + Penalty 2876.790613 = -863437.720899
  nChanged 6
		SP:Iteration 60F (91620.230000 sec): 3 clusters
  Score: Raw -866315.307711 + Penalty 2876.790613 = -863438.517098
  nChanged 5
		SP:Iteration 61Q (91620.450000 sec): 3 clusters
  Score: Raw -866316.516280 + Penalty 2876.790613 = -863439.725667
  nChanged 5
		SP:Iteration 62Q (91620.620000 sec): 3 clusters
  Score: Raw -866317.095603 + Penalty 2876.790613 = -863440.304990
  nChanged 5
		SP:Iteration 63Q (91620.810000 sec): 3 clusters
  Score: Raw -866317.953129 + Penalty 2876.790613 = -863441.162515
  nChanged 4
		SP:Iteration 64Q (91621.030000 sec): 3 clusters
  Score: Raw -866318.506476 + Penalty 2876.790613 = -863441.715863
  nChanged 3
		SP:Iteration 65Q (91621.230000 sec): 3 clusters
  Score: Raw -866318.705939 + Penalty 2876.790613 = -863441.915326
  nChanged 0
		SP:Iteration 66F (91621.420000 sec): 3 clusters
  Score: Raw -866318.705939 + Penalty 2876.790613 = -863441.915326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91621.540000 sec): 2 clusters
  Score: Raw -160268.124636 + Penalty 1183.671906 = -159084.452730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91621.750000 sec): 3 clusters
  Score: Raw -159718.437965 + Penalty 2367.343812 = -157351.094153
  nChanged 500
		SP:Iteration 1F (91621.900000 sec): 3 clusters
  Score: Raw -160215.477237 + Penalty 2367.343812 = -157848.133425
  nChanged 165
		SP:Iteration 2F (91622.100000 sec): 3 clusters
  Score: Raw -160469.341569 + Penalty 2367.343812 = -158101.997757
  nChanged 116
		SP:Iteration 3F (91622.230000 sec): 3 clusters
  Score: Raw -160651.780655 + Penalty 2367.343812 = -158284.436843
  nChanged 93
		SP:Iteration 4F (91622.430000 sec): 3 clusters
  Score: Raw -160826.203380 + Penalty 2367.343812 = -158458.859568
  nChanged 66
		SP:Iteration 5Q (91622.590000 sec): 3 clusters
  Score: Raw -160944.558928 + Penalty 2367.343812 = -158577.215116
  nChanged 54
		SP:Iteration 6Q (91622.750000 sec): 3 clusters
  Score: Raw -161020.710997 + Penalty 2367.343812 = -158653.367185
  nChanged 43
		SP:Iteration 7Q (91622.930000 sec): 3 clusters
  Score: Raw -161073.587796 + Penalty 2367.343812 = -158706.243984
  nChanged 30
		SP:Iteration 8Q (91623.090000 sec): 3 clusters
  Score: Raw -161109.826852 + Penalty 2367.343812 = -158742.483040
  nChanged 21
		SP:Iteration 9Q (91623.250000 sec): 3 clusters
  Score: Raw -161131.087501 + Penalty 2367.343812 = -158763.743689
  nChanged 13
		SP:Iteration 10Q (91623.420000 sec): 3 clusters
  Score: Raw -161145.510833 + Penalty 2367.343812 = -158778.167021
  nChanged 11
		SP:Iteration 11Q (91623.630000 sec): 3 clusters
  Score: Raw -161155.175232 + Penalty 2367.343812 = -158787.831420
  nChanged 11
		SP:Iteration 12Q (91623.770000 sec): 3 clusters
  Score: Raw -161163.927882 + Penalty 2367.343812 = -158796.584070
  nChanged 10
		SP:Iteration 13Q (91623.960000 sec): 3 clusters
  Score: Raw -161169.683153 + Penalty 2367.343812 = -158802.339341
  nChanged 8
		SP:Iteration 14Q (91624.130000 sec): 3 clusters
  Score: Raw -161173.671453 + Penalty 2367.343812 = -158806.327641
  nChanged 4
		SP:Iteration 15Q (91624.310000 sec): 3 clusters
  Score: Raw -161177.122718 + Penalty 2367.343812 = -158809.778906
  nChanged 3
		SP:Iteration 16Q (91624.490000 sec): 3 clusters
  Score: Raw -161178.348901 + Penalty 2367.343812 = -158811.005089
  nChanged 1
		SP:Iteration 17Q (91624.640000 sec): 3 clusters
  Score: Raw -161179.057435 + Penalty 2367.343812 = -158811.713623
  nChanged 2
		SP:Iteration 18Q (91624.820000 sec): 3 clusters
  Score: Raw -161182.019946 + Penalty 2367.343812 = -158814.676134
  nChanged 2
		SP:Iteration 19Q (91625.010000 sec): 3 clusters
  Score: Raw -161184.681376 + Penalty 2367.343812 = -158817.337564
  nChanged 2
		SP:Iteration 20F (91625.160000 sec): 3 clusters
  Score: Raw -161186.575712 + Penalty 2367.343812 = -158819.231900
  nChanged 2
		SP:Iteration 21Q (91625.350000 sec): 3 clusters
  Score: Raw -161188.358261 + Penalty 2367.343812 = -158821.014449
  nChanged 2
		SP:Iteration 22Q (91625.530000 sec): 3 clusters
  Score: Raw -161190.380260 + Penalty 2367.343812 = -158823.036448
  nChanged 4
		SP:Iteration 23Q (91625.720000 sec): 3 clusters
  Score: Raw -161193.564991 + Penalty 2367.343812 = -158826.221179
  nChanged 0
		SP:Iteration 24F (91625.920000 sec): 3 clusters
  Score: Raw -161193.564991 + Penalty 2367.343812 = -158826.221179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (105775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91626.480000 sec): 2 clusters
  Score: Raw -12918569.922525 + Penalty 1879.973790 = -12916689.948736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91627.090000 sec): 3 clusters
  Score: Raw -12849823.884815 + Penalty 3759.947580 = -12846063.937236
  nChanged 50610
		SP:Iteration 1F (91627.720000 sec): 3 clusters
  Score: Raw -12879435.512148 + Penalty 3759.947580 = -12875675.564569
  nChanged 4017
		SP:Iteration 2Q (91628.360000 sec): 3 clusters
  Score: Raw -12880772.167651 + Penalty 3759.947580 = -12877012.220072
  nChanged 5156
		SP:Iteration 3Q (91629.020000 sec): 3 clusters
  Score: Raw -12883055.273271 + Penalty 3759.947580 = -12879295.325692
  nChanged 6563
		SP:Iteration 4F (91629.700000 sec): 3 clusters
  Score: Raw -12886862.467642 + Penalty 3759.947580 = -12883102.520063
  nChanged 8230
		SP:Iteration 5F (91630.340000 sec): 3 clusters
  Score: Raw -12892972.049943 + Penalty 3759.947580 = -12889212.102363
  nChanged 8982
		SP:Iteration 6F (91631.030000 sec): 3 clusters
  Score: Raw -12900863.796356 + Penalty 3759.947580 = -12897103.848776
  nChanged 8104
		SP:Iteration 7F (91631.710000 sec): 3 clusters
  Score: Raw -12908476.443555 + Penalty 3759.947580 = -12904716.495976
  nChanged 5672
		SP:Iteration 8F (91632.360000 sec): 3 clusters
  Score: Raw -12913830.323808 + Penalty 3759.947580 = -12910070.376229
  nChanged 3171
		SP:Iteration 9Q (91633.030000 sec): 3 clusters
  Score: Raw -12916732.058587 + Penalty 3759.947580 = -12912972.111007
  nChanged 1457
		SP:Iteration 10Q (91633.710000 sec): 3 clusters
  Score: Raw -12918008.040831 + Penalty 3759.947580 = -12914248.093252
  nChanged 628
		SP:Iteration 11Q (91634.360000 sec): 3 clusters
  Score: Raw -12918581.186444 + Penalty 3759.947580 = -12914821.238864
  nChanged 287
		SP:Iteration 12Q (91634.980000 sec): 3 clusters
  Score: Raw -12918862.716989 + Penalty 3759.947580 = -12915102.769409
  nChanged 132
		SP:Iteration 13Q (91635.600000 sec): 3 clusters
  Score: Raw -12918993.961885 + Penalty 3759.947580 = -12915234.014306
  nChanged 81
		SP:Iteration 14Q (91636.240000 sec): 3 clusters
  Score: Raw -12919088.480579 + Penalty 3759.947580 = -12915328.533000
  nChanged 73
		SP:Iteration 15Q (91636.830000 sec): 3 clusters
  Score: Raw -12919154.308098 + Penalty 3759.947580 = -12915394.360519
  nChanged 66
		SP:Iteration 16Q (91637.350000 sec): 3 clusters
  Score: Raw -12919226.008023 + Penalty 3759.947580 = -12915466.060444
  nChanged 56
		SP:Iteration 17Q (91637.850000 sec): 3 clusters
  Score: Raw -12919286.185914 + Penalty 3759.947580 = -12915526.238334
  nChanged 57
		SP:Iteration 18Q (91638.350000 sec): 3 clusters
  Score: Raw -12919353.581866 + Penalty 3759.947580 = -12915593.634287
  nChanged 71
		SP:Iteration 19Q (91638.880000 sec): 3 clusters
  Score: Raw -12919444.603027 + Penalty 3759.947580 = -12915684.655447
  nChanged 62
		SP:Iteration 20F (91639.480000 sec): 3 clusters
  Score: Raw -12919513.230728 + Penalty 3759.947580 = -12915753.283148
  nChanged 67
		SP:Iteration 21Q (91640.060000 sec): 3 clusters
  Score: Raw -12919579.417649 + Penalty 3759.947580 = -12915819.470069
  nChanged 47
		SP:Iteration 22Q (91640.570000 sec): 3 clusters
  Score: Raw -12919609.543241 + Penalty 3759.947580 = -12915849.595661
  nChanged 43
		SP:Iteration 23Q (91641.080000 sec): 3 clusters
  Score: Raw -12919638.111831 + Penalty 3759.947580 = -12915878.164251
  nChanged 49
		SP:Iteration 24Q (91641.590000 sec): 3 clusters
  Score: Raw -12919674.051995 + Penalty 3759.947580 = -12915914.104415
  nChanged 57
		SP:Iteration 25Q (91642.120000 sec): 3 clusters
  Score: Raw -12919712.069918 + Penalty 3759.947580 = -12915952.122338
  nChanged 52
		SP:Iteration 26Q (91642.650000 sec): 3 clusters
  Score: Raw -12919746.411881 + Penalty 3759.947580 = -12915986.464302
  nChanged 47
		SP:Iteration 27Q (91643.210000 sec): 3 clusters
  Score: Raw -12919773.176807 + Penalty 3759.947580 = -12916013.229227
  nChanged 46
		SP:Iteration 28Q (91643.710000 sec): 3 clusters
  Score: Raw -12919795.872460 + Penalty 3759.947580 = -12916035.924880
  nChanged 39
		SP:Iteration 29Q (91644.240000 sec): 3 clusters
  Score: Raw -12919810.983419 + Penalty 3759.947580 = -12916051.035840
  nChanged 30
		SP:Iteration 30Q (91644.760000 sec): 3 clusters
  Score: Raw -12919823.442433 + Penalty 3759.947580 = -12916063.494854
  nChanged 23
		SP:Iteration 31Q (91645.300000 sec): 3 clusters
  Score: Raw -12919831.527260 + Penalty 3759.947580 = -12916071.579680
  nChanged 24
		SP:Iteration 32Q (91645.850000 sec): 3 clusters
  Score: Raw -12919838.982898 + Penalty 3759.947580 = -12916079.035319
  nChanged 17
		SP:Iteration 33Q (91646.420000 sec): 3 clusters
  Score: Raw -12919844.418661 + Penalty 3759.947580 = -12916084.471081
  nChanged 20
		SP:Iteration 34Q (91646.960000 sec): 3 clusters
  Score: Raw -12919851.171225 + Penalty 3759.947580 = -12916091.223646
  nChanged 14
		SP:Iteration 35Q (91647.490000 sec): 3 clusters
  Score: Raw -12919855.794593 + Penalty 3759.947580 = -12916095.847014
  nChanged 12
		SP:Iteration 36Q (91648.040000 sec): 3 clusters
  Score: Raw -12919859.044880 + Penalty 3759.947580 = -12916099.097300
  nChanged 5
		SP:Iteration 37Q (91648.630000 sec): 3 clusters
  Score: Raw -12919860.869227 + Penalty 3759.947580 = -12916100.921648
  nChanged 10
		SP:Iteration 38Q (91649.220000 sec): 3 clusters
  Score: Raw -12919863.116516 + Penalty 3759.947580 = -12916103.168937
  nChanged 4
		SP:Iteration 39Q (91649.820000 sec): 3 clusters
  Score: Raw -12919864.192197 + Penalty 3759.947580 = -12916104.244618
  nChanged 5
		SP:Iteration 40F (91650.440000 sec): 3 clusters
  Score: Raw -12919866.935962 + Penalty 3759.947580 = -12916106.988382
  nChanged 8
		SP:Iteration 41Q (91651.050000 sec): 3 clusters
  Score: Raw -12919868.848527 + Penalty 3759.947580 = -12916108.900947
  nChanged 5
		SP:Iteration 42Q (91651.640000 sec): 3 clusters
  Score: Raw -12919870.247742 + Penalty 3759.947580 = -12916110.300163
  nChanged 10
		SP:Iteration 43Q (91652.220000 sec): 3 clusters
  Score: Raw -12919872.689249 + Penalty 3759.947580 = -12916112.741669
  nChanged 7
		SP:Iteration 44Q (91652.770000 sec): 3 clusters
  Score: Raw -12919874.426113 + Penalty 3759.947580 = -12916114.478533
  nChanged 9
		SP:Iteration 45Q (91653.350000 sec): 3 clusters
  Score: Raw -12919877.114644 + Penalty 3759.947580 = -12916117.167064
  nChanged 8
		SP:Iteration 46Q (91653.890000 sec): 3 clusters
  Score: Raw -12919879.563493 + Penalty 3759.947580 = -12916119.615913
  nChanged 9
		SP:Iteration 47Q (91654.420000 sec): 3 clusters
  Score: Raw -12919881.570437 + Penalty 3759.947580 = -12916121.622858
  nChanged 8
		SP:Iteration 48Q (91654.970000 sec): 3 clusters
  Score: Raw -12919883.251810 + Penalty 3759.947580 = -12916123.304230
  nChanged 6
		SP:Iteration 49Q (91655.500000 sec): 3 clusters
  Score: Raw -12919884.616343 + Penalty 3759.947580 = -12916124.668764
  nChanged 8
		SP:Iteration 50Q (91656.030000 sec): 3 clusters
  Score: Raw -12919886.456083 + Penalty 3759.947580 = -12916126.508504
  nChanged 5
		SP:Iteration 51Q (91656.550000 sec): 3 clusters
  Score: Raw -12919887.376685 + Penalty 3759.947580 = -12916127.429105
  nChanged 7
		SP:Iteration 52Q (91657.050000 sec): 3 clusters
  Score: Raw -12919889.027096 + Penalty 3759.947580 = -12916129.079516
  nChanged 6
		SP:Iteration 53Q (91657.590000 sec): 3 clusters
  Score: Raw -12919890.297343 + Penalty 3759.947580 = -12916130.349763
  nChanged 5
		SP:Iteration 54Q (91658.100000 sec): 3 clusters
  Score: Raw -12919891.530208 + Penalty 3759.947580 = -12916131.582628
  nChanged 7
		SP:Iteration 55Q (91658.600000 sec): 3 clusters
  Score: Raw -12919893.710975 + Penalty 3759.947580 = -12916133.763395
  nChanged 7
		SP:Iteration 56Q (91659.100000 sec): 3 clusters
  Score: Raw -12919895.232499 + Penalty 3759.947580 = -12916135.284919
  nChanged 2
		SP:Iteration 57Q (91659.720000 sec): 3 clusters
  Score: Raw -12919895.468331 + Penalty 3759.947580 = -12916135.520751
  nChanged 1
		SP:Iteration 58Q (91660.350000 sec): 3 clusters
  Score: Raw -12919895.657145 + Penalty 3759.947580 = -12916135.709566
  nChanged 1
		SP:Iteration 59Q (91660.930000 sec): 3 clusters
  Score: Raw -12919895.766631 + Penalty 3759.947580 = -12916135.819051
  nChanged 0
		SP:Iteration 60F (91661.560000 sec): 3 clusters
  Score: Raw -12919895.766631 + Penalty 3759.947580 = -12916135.819051
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 48 (1421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91661.750000 sec): 2 clusters
  Score: Raw -142789.553889 + Penalty 1179.606371 = -141609.947518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91661.880000 sec): 3 clusters
  Score: Raw -142306.297263 + Penalty 2359.212742 = -139947.084521
  nChanged 497
		SP:Iteration 1F (91662.090000 sec): 3 clusters
  Score: Raw -142805.246804 + Penalty 2359.212742 = -140446.034063
  nChanged 154
		SP:Iteration 2F (91662.280000 sec): 3 clusters
  Score: Raw -143058.982289 + Penalty 2359.212742 = -140699.769547
  nChanged 113
		SP:Iteration 3F (91662.460000 sec): 3 clusters
  Score: Raw -143233.245838 + Penalty 2359.212742 = -140874.033097
  nChanged 84
		SP:Iteration 4F (91662.620000 sec): 3 clusters
  Score: Raw -143318.190583 + Penalty 2359.212742 = -140958.977841
  nChanged 56
		SP:Iteration 5Q (91662.820000 sec): 3 clusters
  Score: Raw -143388.522660 + Penalty 2359.212742 = -141029.309919
  nChanged 45
		SP:Iteration 6Q (91662.970000 sec): 3 clusters
  Score: Raw -143444.541131 + Penalty 2359.212742 = -141085.328389
  nChanged 36
		SP:Iteration 7Q (91663.110000 sec): 3 clusters
  Score: Raw -143483.061634 + Penalty 2359.212742 = -141123.848892
  nChanged 22
		SP:Iteration 8Q (91663.280000 sec): 3 clusters
  Score: Raw -143502.681489 + Penalty 2359.212742 = -141143.468747
  nChanged 13
		SP:Iteration 9Q (91663.460000 sec): 3 clusters
  Score: Raw -143513.138538 + Penalty 2359.212742 = -141153.925797
  nChanged 14
		SP:Iteration 10Q (91663.640000 sec): 3 clusters
  Score: Raw -143522.095100 + Penalty 2359.212742 = -141162.882359
  nChanged 5
		SP:Iteration 11Q (91663.830000 sec): 3 clusters
  Score: Raw -143525.343390 + Penalty 2359.212742 = -141166.130648
  nChanged 3
		SP:Iteration 12Q (91664.000000 sec): 3 clusters
  Score: Raw -143527.841860 + Penalty 2359.212742 = -141168.629119
  nChanged 3
		SP:Iteration 13Q (91664.180000 sec): 3 clusters
  Score: Raw -143529.707416 + Penalty 2359.212742 = -141170.494675
  nChanged 3
		SP:Iteration 14Q (91664.370000 sec): 3 clusters
  Score: Raw -143531.733205 + Penalty 2359.212742 = -141172.520463
  nChanged 6
		SP:Iteration 15Q (91664.570000 sec): 3 clusters
  Score: Raw -143538.413633 + Penalty 2359.212742 = -141179.200891
  nChanged 8
		SP:Iteration 16Q (91664.750000 sec): 3 clusters
  Score: Raw -143546.296954 + Penalty 2359.212742 = -141187.084212
  nChanged 3
		SP:Iteration 17Q (91664.930000 sec): 3 clusters
  Score: Raw -143548.325168 + Penalty 2359.212742 = -141189.112426
  nChanged 6
		SP:Iteration 18Q (91665.110000 sec): 3 clusters
  Score: Raw -143551.918678 + Penalty 2359.212742 = -141192.705936
  nChanged 3
		SP:Iteration 19Q (91665.280000 sec): 3 clusters
  Score: Raw -143554.899101 + Penalty 2359.212742 = -141195.686360
  nChanged 7
		SP:Iteration 20F (91665.470000 sec): 3 clusters
  Score: Raw -143560.055056 + Penalty 2359.212742 = -141200.842315
  nChanged 3
		SP:Iteration 21Q (91665.670000 sec): 3 clusters
  Score: Raw -143561.547687 + Penalty 2359.212742 = -141202.334945
  nChanged 2
		SP:Iteration 22Q (91665.830000 sec): 3 clusters
  Score: Raw -143562.843442 + Penalty 2359.212742 = -141203.630701
  nChanged 1
		SP:Iteration 23Q (91666.000000 sec): 3 clusters
  Score: Raw -143563.546998 + Penalty 2359.212742 = -141204.334256
  nChanged 0
		SP:Iteration 24F (91666.190000 sec): 3 clusters
  Score: Raw -143563.546998 + Penalty 2359.212742 = -141204.334256
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91666.280000 sec): 2 clusters
  Score: Raw -49893.766663 + Penalty 992.752732 = -48901.013931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91666.480000 sec): 3 clusters
  Score: Raw -49858.571045 + Penalty 1985.505464 = -47873.065581
  nChanged 98
		SP:Iteration 1F (91666.670000 sec): 3 clusters
  Score: Raw -50009.193156 + Penalty 1985.505464 = -48023.687692
  nChanged 24
		SP:Iteration 2F (91666.870000 sec): 3 clusters
  Score: Raw -50055.102024 + Penalty 1985.505464 = -48069.596560
  nChanged 16
		SP:Iteration 3Q (91667.050000 sec): 3 clusters
  Score: Raw -50080.576716 + Penalty 1985.505464 = -48095.071251
  nChanged 8
		SP:Iteration 4Q (91667.210000 sec): 3 clusters
  Score: Raw -50097.754095 + Penalty 1985.505464 = -48112.248631
  nChanged 5
		SP:Iteration 5Q (91667.380000 sec): 3 clusters
  Score: Raw -50105.745338 + Penalty 1985.505464 = -48120.239874
  nChanged 4
		SP:Iteration 6Q (91667.560000 sec): 3 clusters
  Score: Raw -50116.342926 + Penalty 1985.505464 = -48130.837462
  nChanged 2
		SP:Iteration 7Q (91667.770000 sec): 3 clusters
  Score: Raw -50122.526788 + Penalty 1985.505464 = -48137.021324
  nChanged 2
		SP:Iteration 8Q (91667.950000 sec): 3 clusters
  Score: Raw -50124.260075 + Penalty 1985.505464 = -48138.754611
  nChanged 1
		SP:Iteration 9Q (91668.090000 sec): 3 clusters
  Score: Raw -50127.090802 + Penalty 1985.505464 = -48141.585338
  nChanged 2
		SP:Iteration 10Q (91668.280000 sec): 3 clusters
  Score: Raw -50133.130864 + Penalty 1985.505464 = -48147.625400
  nChanged 1
		SP:Iteration 11Q (91668.480000 sec): 3 clusters
  Score: Raw -50134.562293 + Penalty 1985.505464 = -48149.056828
  nChanged 1
		SP:Iteration 12Q (91668.630000 sec): 3 clusters
  Score: Raw -50136.039187 + Penalty 1985.505464 = -48150.533723
  nChanged 2
		SP:Iteration 13Q (91668.780000 sec): 3 clusters
  Score: Raw -50143.171139 + Penalty 1985.505464 = -48157.665674
  nChanged 1
		SP:Iteration 14Q (91668.920000 sec): 3 clusters
  Score: Raw -50147.019590 + Penalty 1985.505464 = -48161.514126
  nChanged 1
		SP:Iteration 15Q (91669.060000 sec): 3 clusters
  Score: Raw -50147.946729 + Penalty 1985.505464 = -48162.441265
  nChanged 0
		SP:Iteration 16F (91669.260000 sec): 3 clusters
  Score: Raw -50147.946729 + Penalty 1985.505464 = -48162.441265
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (9487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91669.370000 sec): 2 clusters
  Score: Raw -1130103.755015 + Penalty 1488.122629 = -1128615.632386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91669.530000 sec): 3 clusters
  Score: Raw -1124713.904793 + Penalty 2976.245259 = -1121737.659534
  nChanged 4122
		SP:Iteration 1F (91669.770000 sec): 3 clusters
  Score: Raw -1127212.424429 + Penalty 2976.245259 = -1124236.179171
  nChanged 714
		SP:Iteration 2F (91670.010000 sec): 3 clusters
  Score: Raw -1127683.766712 + Penalty 2976.245259 = -1124707.521453
  nChanged 638
		SP:Iteration 3F (91670.200000 sec): 3 clusters
  Score: Raw -1128146.884327 + Penalty 2976.245259 = -1125170.639069
  nChanged 579
		SP:Iteration 4F (91670.420000 sec): 3 clusters
  Score: Raw -1128580.596352 + Penalty 2976.245259 = -1125604.351093
  nChanged 531
		SP:Iteration 5F (91670.620000 sec): 3 clusters
  Score: Raw -1129002.700335 + Penalty 2976.245259 = -1126026.455076
  nChanged 539
		SP:Iteration 6F (91670.830000 sec): 3 clusters
  Score: Raw -1129438.515462 + Penalty 2976.245259 = -1126462.270204
  nChanged 467
		SP:Iteration 7Q (91671.020000 sec): 3 clusters
  Score: Raw -1129785.262349 + Penalty 2976.245259 = -1126809.017090
  nChanged 410
		SP:Iteration 8Q (91671.250000 sec): 3 clusters
  Score: Raw -1130054.612750 + Penalty 2976.245259 = -1127078.367491
  nChanged 338
		SP:Iteration 9Q (91671.470000 sec): 3 clusters
  Score: Raw -1130251.910473 + Penalty 2976.245259 = -1127275.665214
  nChanged 243
		SP:Iteration 10Q (91671.700000 sec): 3 clusters
  Score: Raw -1130376.896754 + Penalty 2976.245259 = -1127400.651495
  nChanged 162
		SP:Iteration 11Q (91671.930000 sec): 3 clusters
  Score: Raw -1130452.284039 + Penalty 2976.245259 = -1127476.038780
  nChanged 154
		SP:Iteration 12Q (91672.140000 sec): 3 clusters
  Score: Raw -1130524.055435 + Penalty 2976.245259 = -1127547.810176
  nChanged 150
		SP:Iteration 13Q (91672.350000 sec): 3 clusters
  Score: Raw -1130595.826967 + Penalty 2976.245259 = -1127619.581709
  nChanged 148
		SP:Iteration 14Q (91672.560000 sec): 3 clusters
  Score: Raw -1130670.393638 + Penalty 2976.245259 = -1127694.148379
  nChanged 141
		SP:Iteration 15Q (91672.790000 sec): 3 clusters
  Score: Raw -1130747.710777 + Penalty 2976.245259 = -1127771.465519
  nChanged 146
		SP:Iteration 16Q (91673.010000 sec): 3 clusters
  Score: Raw -1130825.188231 + Penalty 2976.245259 = -1127848.942973
  nChanged 145
		SP:Iteration 17Q (91673.240000 sec): 3 clusters
  Score: Raw -1130888.034183 + Penalty 2976.245259 = -1127911.788924
  nChanged 124
		SP:Iteration 18Q (91673.420000 sec): 3 clusters
  Score: Raw -1130935.645407 + Penalty 2976.245259 = -1127959.400148
  nChanged 116
		SP:Iteration 19Q (91673.610000 sec): 3 clusters
  Score: Raw -1130983.542285 + Penalty 2976.245259 = -1128007.297026
  nChanged 109
		SP:Iteration 20F (91673.830000 sec): 3 clusters
  Score: Raw -1131024.435410 + Penalty 2976.245259 = -1128048.190151
  nChanged 89
		SP:Iteration 21Q (91674.020000 sec): 3 clusters
  Score: Raw -1131055.292435 + Penalty 2976.245259 = -1128079.047176
  nChanged 84
		SP:Iteration 22Q (91674.270000 sec): 3 clusters
  Score: Raw -1131080.694664 + Penalty 2976.245259 = -1128104.449405
  nChanged 75
		SP:Iteration 23Q (91674.500000 sec): 3 clusters
  Score: Raw -1131102.213156 + Penalty 2976.245259 = -1128125.967898
  nChanged 56
		SP:Iteration 24Q (91674.720000 sec): 3 clusters
  Score: Raw -1131115.943537 + Penalty 2976.245259 = -1128139.698279
  nChanged 41
		SP:Iteration 25Q (91674.910000 sec): 3 clusters
  Score: Raw -1131125.797566 + Penalty 2976.245259 = -1128149.552307
  nChanged 42
		SP:Iteration 26Q (91675.140000 sec): 3 clusters
  Score: Raw -1131134.995531 + Penalty 2976.245259 = -1128158.750273
  nChanged 40
		SP:Iteration 27Q (91675.310000 sec): 3 clusters
  Score: Raw -1131145.769122 + Penalty 2976.245259 = -1128169.523863
  nChanged 40
		SP:Iteration 28Q (91675.540000 sec): 3 clusters
  Score: Raw -1131156.489382 + Penalty 2976.245259 = -1128180.244123
  nChanged 44
		SP:Iteration 29Q (91675.800000 sec): 3 clusters
  Score: Raw -1131165.405005 + Penalty 2976.245259 = -1128189.159746
  nChanged 43
		SP:Iteration 30Q (91675.980000 sec): 3 clusters
  Score: Raw -1131175.843827 + Penalty 2976.245259 = -1128199.598568
  nChanged 46
		SP:Iteration 31Q (91676.200000 sec): 3 clusters
  Score: Raw -1131187.052884 + Penalty 2976.245259 = -1128210.807625
  nChanged 46
		SP:Iteration 32Q (91676.460000 sec): 3 clusters
  Score: Raw -1131198.927747 + Penalty 2976.245259 = -1128222.682488
  nChanged 42
		SP:Iteration 33Q (91676.660000 sec): 3 clusters
  Score: Raw -1131209.467539 + Penalty 2976.245259 = -1128233.222280
  nChanged 46
		SP:Iteration 34Q (91676.840000 sec): 3 clusters
  Score: Raw -1131221.296346 + Penalty 2976.245259 = -1128245.051087
  nChanged 61
		SP:Iteration 35Q (91677.100000 sec): 3 clusters
  Score: Raw -1131240.059381 + Penalty 2976.245259 = -1128263.814122
  nChanged 55
		SP:Iteration 36Q (91677.310000 sec): 3 clusters
  Score: Raw -1131256.497544 + Penalty 2976.245259 = -1128280.252285
  nChanged 50
		SP:Iteration 37Q (91677.530000 sec): 3 clusters
  Score: Raw -1131269.644620 + Penalty 2976.245259 = -1128293.399361
  nChanged 39
		SP:Iteration 38Q (91677.710000 sec): 3 clusters
  Score: Raw -1131277.343313 + Penalty 2976.245259 = -1128301.098054
  nChanged 29
		SP:Iteration 39Q (91677.920000 sec): 3 clusters
  Score: Raw -1131282.421143 + Penalty 2976.245259 = -1128306.175884
  nChanged 26
		SP:Iteration 40F (91678.130000 sec): 3 clusters
  Score: Raw -1131286.446585 + Penalty 2976.245259 = -1128310.201326
  nChanged 18
		SP:Iteration 41Q (91678.350000 sec): 3 clusters
  Score: Raw -1131290.744271 + Penalty 2976.245259 = -1128314.499012
  nChanged 17
		SP:Iteration 42Q (91678.530000 sec): 3 clusters
  Score: Raw -1131293.964105 + Penalty 2976.245259 = -1128317.718847
  nChanged 14
		SP:Iteration 43Q (91678.740000 sec): 3 clusters
  Score: Raw -1131295.978570 + Penalty 2976.245259 = -1128319.733311
  nChanged 13
		SP:Iteration 44Q (91678.960000 sec): 3 clusters
  Score: Raw -1131297.569340 + Penalty 2976.245259 = -1128321.324081
  nChanged 8
		SP:Iteration 45Q (91679.180000 sec): 3 clusters
  Score: Raw -1131298.360715 + Penalty 2976.245259 = -1128322.115456
  nChanged 10
		SP:Iteration 46Q (91679.350000 sec): 3 clusters
  Score: Raw -1131299.627048 + Penalty 2976.245259 = -1128323.381789
  nChanged 4
		SP:Iteration 47Q (91679.570000 sec): 3 clusters
  Score: Raw -1131300.090687 + Penalty 2976.245259 = -1128323.845429
  nChanged 4
		SP:Iteration 48Q (91679.780000 sec): 3 clusters
  Score: Raw -1131300.395519 + Penalty 2976.245259 = -1128324.150260
  nChanged 2
		SP:Iteration 49Q (91679.990000 sec): 3 clusters
  Score: Raw -1131300.499099 + Penalty 2976.245259 = -1128324.253840
  nChanged 2
		SP:Iteration 50Q (91680.200000 sec): 3 clusters
  Score: Raw -1131300.718606 + Penalty 2976.245259 = -1128324.473348
  nChanged 1
		SP:Iteration 51Q (91680.430000 sec): 3 clusters
  Score: Raw -1131300.961919 + Penalty 2976.245259 = -1128324.716660
  nChanged 1
		SP:Iteration 52Q (91680.670000 sec): 3 clusters
  Score: Raw -1131301.099534 + Penalty 2976.245259 = -1128324.854275
  nChanged 1
		SP:Iteration 53Q (91680.870000 sec): 3 clusters
  Score: Raw -1131301.153695 + Penalty 2976.245259 = -1128324.908436
  nChanged 1
		SP:Iteration 54Q (91681.080000 sec): 3 clusters
  Score: Raw -1131301.231658 + Penalty 2976.245259 = -1128324.986399
  nChanged 3
		SP:Iteration 55Q (91681.280000 sec): 3 clusters
  Score: Raw -1131301.361386 + Penalty 2976.245259 = -1128325.116127
  nChanged 2
		SP:Iteration 56Q (91681.500000 sec): 3 clusters
  Score: Raw -1131301.628954 + Penalty 2976.245259 = -1128325.383695
  nChanged 4
		SP:Iteration 57Q (91681.700000 sec): 3 clusters
  Score: Raw -1131302.093297 + Penalty 2976.245259 = -1128325.848038
  nChanged 4
		SP:Iteration 58Q (91681.910000 sec): 3 clusters
  Score: Raw -1131302.718635 + Penalty 2976.245259 = -1128326.473376
  nChanged 4
		SP:Iteration 59Q (91682.150000 sec): 3 clusters
  Score: Raw -1131303.505444 + Penalty 2976.245259 = -1128327.260185
  nChanged 8
		SP:Iteration 60F (91682.330000 sec): 3 clusters
  Score: Raw -1131304.613362 + Penalty 2976.245259 = -1128328.368103
  nChanged 6
		SP:Iteration 61Q (91682.530000 sec): 3 clusters
  Score: Raw -1131305.274263 + Penalty 2976.245259 = -1128329.029004
  nChanged 4
		SP:Iteration 62Q (91682.750000 sec): 3 clusters
  Score: Raw -1131305.967690 + Penalty 2976.245259 = -1128329.722431
  nChanged 11
		SP:Iteration 63Q (91682.930000 sec): 3 clusters
  Score: Raw -1131308.386784 + Penalty 2976.245259 = -1128332.141525
  nChanged 13
		SP:Iteration 64Q (91683.170000 sec): 3 clusters
  Score: Raw -1131310.373588 + Penalty 2976.245259 = -1128334.128330
  nChanged 16
		SP:Iteration 65Q (91683.350000 sec): 3 clusters
  Score: Raw -1131313.138472 + Penalty 2976.245259 = -1128336.893214
  nChanged 20
		SP:Iteration 66Q (91683.610000 sec): 3 clusters
  Score: Raw -1131316.229273 + Penalty 2976.245259 = -1128339.984014
  nChanged 15
		SP:Iteration 67Q (91683.800000 sec): 3 clusters
  Score: Raw -1131318.301812 + Penalty 2976.245259 = -1128342.056553
  nChanged 16
		SP:Iteration 68Q (91684.000000 sec): 3 clusters
  Score: Raw -1131320.921685 + Penalty 2976.245259 = -1128344.676426
  nChanged 19
		SP:Iteration 69Q (91684.190000 sec): 3 clusters
  Score: Raw -1131324.204761 + Penalty 2976.245259 = -1128347.959503
  nChanged 17
		SP:Iteration 70Q (91684.400000 sec): 3 clusters
  Score: Raw -1131327.230455 + Penalty 2976.245259 = -1128350.985196
  nChanged 18
		SP:Iteration 71Q (91684.600000 sec): 3 clusters
  Score: Raw -1131329.725838 + Penalty 2976.245259 = -1128353.480580
  nChanged 17
		SP:Iteration 72Q (91684.780000 sec): 3 clusters
  Score: Raw -1131332.080001 + Penalty 2976.245259 = -1128355.834742
  nChanged 16
		SP:Iteration 73Q (91685.020000 sec): 3 clusters
  Score: Raw -1131334.895773 + Penalty 2976.245259 = -1128358.650514
  nChanged 12
		SP:Iteration 74Q (91685.200000 sec): 3 clusters
  Score: Raw -1131336.842437 + Penalty 2976.245259 = -1128360.597178
  nChanged 14
		SP:Iteration 75Q (91685.400000 sec): 3 clusters
  Score: Raw -1131338.973766 + Penalty 2976.245259 = -1128362.728507
  nChanged 13
		SP:Iteration 76Q (91685.580000 sec): 3 clusters
  Score: Raw -1131341.540741 + Penalty 2976.245259 = -1128365.295482
  nChanged 14
		SP:Iteration 77Q (91685.810000 sec): 3 clusters
  Score: Raw -1131343.791907 + Penalty 2976.245259 = -1128367.546648
  nChanged 10
		SP:Iteration 78Q (91685.980000 sec): 3 clusters
  Score: Raw -1131345.479868 + Penalty 2976.245259 = -1128369.234610
  nChanged 6
		SP:Iteration 79Q (91686.210000 sec): 3 clusters
  Score: Raw -1131346.482043 + Penalty 2976.245259 = -1128370.236784
  nChanged 8
		SP:Iteration 80F (91686.420000 sec): 3 clusters
  Score: Raw -1131347.692016 + Penalty 2976.245259 = -1128371.446758
  nChanged 8
		SP:Iteration 81Q (91686.650000 sec): 3 clusters
  Score: Raw -1131348.844494 + Penalty 2976.245259 = -1128372.599236
  nChanged 8
		SP:Iteration 82Q (91686.860000 sec): 3 clusters
  Score: Raw -1131350.065887 + Penalty 2976.245259 = -1128373.820628
  nChanged 6
		SP:Iteration 83Q (91687.040000 sec): 3 clusters
  Score: Raw -1131350.804998 + Penalty 2976.245259 = -1128374.559739
  nChanged 9
		SP:Iteration 84Q (91687.270000 sec): 3 clusters
  Score: Raw -1131351.966909 + Penalty 2976.245259 = -1128375.721650
  nChanged 7
		SP:Iteration 85Q (91687.440000 sec): 3 clusters
  Score: Raw -1131352.711330 + Penalty 2976.245259 = -1128376.466071
  nChanged 6
		SP:Iteration 86Q (91687.670000 sec): 3 clusters
  Score: Raw -1131353.170011 + Penalty 2976.245259 = -1128376.924752
  nChanged 1
		SP:Iteration 87Q (91687.870000 sec): 3 clusters
  Score: Raw -1131353.329442 + Penalty 2976.245259 = -1128377.084183
  nChanged 0
		SP:Iteration 88F (91688.100000 sec): 3 clusters
  Score: Raw -1131353.329442 + Penalty 2976.245259 = -1128377.084183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91688.190000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91688.380000 sec): 3 clusters
  Score: Raw -60252.262234 + Penalty 2041.128648 = -58211.133586
  nChanged 140
		SP:Iteration 1F (91688.560000 sec): 3 clusters
  Score: Raw -60449.403270 + Penalty 2041.128648 = -58408.274623
  nChanged 40
		SP:Iteration 2F (91688.750000 sec): 3 clusters
  Score: Raw -60506.722585 + Penalty 2041.128648 = -58465.593937
  nChanged 11
		SP:Iteration 3Q (91688.900000 sec): 3 clusters
  Score: Raw -60527.666363 + Penalty 2041.128648 = -58486.537716
  nChanged 10
		SP:Iteration 4Q (91689.100000 sec): 3 clusters
  Score: Raw -60535.975651 + Penalty 2041.128648 = -58494.847004
  nChanged 5
		SP:Iteration 5Q (91689.250000 sec): 3 clusters
  Score: Raw -60542.368766 + Penalty 2041.128648 = -58501.240118
  nChanged 3
		SP:Iteration 6Q (91689.400000 sec): 3 clusters
  Score: Raw -60547.893586 + Penalty 2041.128648 = -58506.764939
  nChanged 3
		SP:Iteration 7Q (91689.560000 sec): 3 clusters
  Score: Raw -60551.392782 + Penalty 2041.128648 = -58510.264134
  nChanged 1
		SP:Iteration 8Q (91689.710000 sec): 3 clusters
  Score: Raw -60551.999227 + Penalty 2041.128648 = -58510.870579
  nChanged 1
		SP:Iteration 9Q (91689.900000 sec): 3 clusters
  Score: Raw -60553.783817 + Penalty 2041.128648 = -58512.655169
  nChanged 0
		SP:Iteration 10F (91690.050000 sec): 3 clusters
  Score: Raw -60553.783817 + Penalty 2041.128648 = -58512.655169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91690.160000 sec): 2 clusters
  Score: Raw -44970.562449 + Penalty 967.823573 = -44002.738876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91690.310000 sec): 3 clusters
  Score: Raw -44983.270762 + Penalty 1935.647145 = -43047.623617
  nChanged 84
		SP:Iteration 1F (91690.520000 sec): 3 clusters
  Score: Raw -45204.205193 + Penalty 1935.647145 = -43268.558048
  nChanged 31
		SP:Iteration 2F (91690.690000 sec): 3 clusters
  Score: Raw -45504.803379 + Penalty 1935.647145 = -43569.156234
  nChanged 27
		SP:Iteration 3F (91690.860000 sec): 3 clusters
  Score: Raw -45576.912333 + Penalty 1935.647145 = -43641.265188
  nChanged 17
		SP:Iteration 4Q (91691.040000 sec): 3 clusters
  Score: Raw -45626.633942 + Penalty 1935.647145 = -43690.986797
  nChanged 8
		SP:Iteration 5Q (91691.190000 sec): 3 clusters
  Score: Raw -45651.068821 + Penalty 1935.647145 = -43715.421676
  nChanged 3
		SP:Iteration 6Q (91691.380000 sec): 3 clusters
  Score: Raw -45658.366599 + Penalty 1935.647145 = -43722.719454
  nChanged 2
		SP:Iteration 7Q (91691.570000 sec): 3 clusters
  Score: Raw -45661.433636 + Penalty 1935.647145 = -43725.786491
  nChanged 3
		SP:Iteration 8Q (91691.710000 sec): 3 clusters
  Score: Raw -45667.149566 + Penalty 1935.647145 = -43731.502421
  nChanged 0
		SP:Iteration 9F (91691.860000 sec): 3 clusters
  Score: Raw -45667.149566 + Penalty 1935.647145 = -43731.502421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (12222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91692.010000 sec): 2 clusters
  Score: Raw -1462808.967993 + Penalty 1529.286344 = -1461279.681650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91692.240000 sec): 3 clusters
  Score: Raw -1455731.500018 + Penalty 3058.572688 = -1452672.927330
  nChanged 5438
		SP:Iteration 1F (91692.480000 sec): 3 clusters
  Score: Raw -1458663.999648 + Penalty 3058.572688 = -1455605.426960
  nChanged 764
		SP:Iteration 2F (91692.670000 sec): 3 clusters
  Score: Raw -1459044.550667 + Penalty 3058.572688 = -1455985.977979
  nChanged 652
		SP:Iteration 3F (91692.890000 sec): 3 clusters
  Score: Raw -1459334.818244 + Penalty 3058.572688 = -1456276.245556
  nChanged 600
		SP:Iteration 4Q (91693.110000 sec): 3 clusters
  Score: Raw -1459621.253568 + Penalty 3058.572688 = -1456562.680880
  nChanged 562
		SP:Iteration 5Q (91693.350000 sec): 3 clusters
  Score: Raw -1459882.241765 + Penalty 3058.572688 = -1456823.669078
  nChanged 530
		SP:Iteration 6Q (91693.590000 sec): 3 clusters
  Score: Raw -1460127.796296 + Penalty 3058.572688 = -1457069.223608
  nChanged 477
		SP:Iteration 7Q (91693.800000 sec): 3 clusters
  Score: Raw -1460361.259871 + Penalty 3058.572688 = -1457302.687183
  nChanged 484
		SP:Iteration 8Q (91694.000000 sec): 3 clusters
  Score: Raw -1460616.375411 + Penalty 3058.572688 = -1457557.802723
  nChanged 493
		SP:Iteration 9Q (91694.240000 sec): 3 clusters
  Score: Raw -1460900.355905 + Penalty 3058.572688 = -1457841.783217
  nChanged 517
		SP:Iteration 10Q (91694.480000 sec): 3 clusters
  Score: Raw -1461218.195437 + Penalty 3058.572688 = -1458159.622750
  nChanged 525
		SP:Iteration 11Q (91694.680000 sec): 3 clusters
  Score: Raw -1461579.043707 + Penalty 3058.572688 = -1458520.471019
  nChanged 510
		SP:Iteration 12Q (91694.860000 sec): 3 clusters
  Score: Raw -1461965.693045 + Penalty 3058.572688 = -1458907.120357
  nChanged 471
		SP:Iteration 13Q (91695.060000 sec): 3 clusters
  Score: Raw -1462313.680406 + Penalty 3058.572688 = -1459255.107718
  nChanged 406
		SP:Iteration 14Q (91695.270000 sec): 3 clusters
  Score: Raw -1462618.088988 + Penalty 3058.572688 = -1459559.516300
  nChanged 345
		SP:Iteration 15Q (91695.500000 sec): 3 clusters
  Score: Raw -1462816.925440 + Penalty 3058.572688 = -1459758.352752
  nChanged 292
		SP:Iteration 16Q (91695.700000 sec): 3 clusters
  Score: Raw -1462954.962421 + Penalty 3058.572688 = -1459896.389734
  nChanged 242
		SP:Iteration 17Q (91695.940000 sec): 3 clusters
  Score: Raw -1463050.272349 + Penalty 3058.572688 = -1459991.699661
  nChanged 184
		SP:Iteration 18Q (91696.130000 sec): 3 clusters
  Score: Raw -1463103.380022 + Penalty 3058.572688 = -1460044.807334
  nChanged 115
		SP:Iteration 19Q (91696.390000 sec): 3 clusters
  Score: Raw -1463127.285176 + Penalty 3058.572688 = -1460068.712488
  nChanged 79
		SP:Iteration 20F (91696.580000 sec): 3 clusters
  Score: Raw -1463145.803904 + Penalty 3058.572688 = -1460087.231216
  nChanged 70
		SP:Iteration 21Q (91696.840000 sec): 3 clusters
  Score: Raw -1463163.579325 + Penalty 3058.572688 = -1460105.006637
  nChanged 79
		SP:Iteration 22Q (91697.060000 sec): 3 clusters
  Score: Raw -1463182.736092 + Penalty 3058.572688 = -1460124.163405
  nChanged 76
		SP:Iteration 23Q (91697.310000 sec): 3 clusters
  Score: Raw -1463197.655872 + Penalty 3058.572688 = -1460139.083185
  nChanged 63
		SP:Iteration 24Q (91697.510000 sec): 3 clusters
  Score: Raw -1463207.982088 + Penalty 3058.572688 = -1460149.409400
  nChanged 54
		SP:Iteration 25Q (91697.730000 sec): 3 clusters
  Score: Raw -1463215.697462 + Penalty 3058.572688 = -1460157.124774
  nChanged 40
		SP:Iteration 26Q (91697.940000 sec): 3 clusters
  Score: Raw -1463222.831964 + Penalty 3058.572688 = -1460164.259277
  nChanged 44
		SP:Iteration 27Q (91698.160000 sec): 3 clusters
  Score: Raw -1463228.583580 + Penalty 3058.572688 = -1460170.010893
  nChanged 31
		SP:Iteration 28Q (91698.380000 sec): 3 clusters
  Score: Raw -1463232.574438 + Penalty 3058.572688 = -1460174.001750
  nChanged 24
		SP:Iteration 29Q (91698.600000 sec): 3 clusters
  Score: Raw -1463236.433454 + Penalty 3058.572688 = -1460177.860766
  nChanged 35
		SP:Iteration 30Q (91698.850000 sec): 3 clusters
  Score: Raw -1463242.732831 + Penalty 3058.572688 = -1460184.160143
  nChanged 29
		SP:Iteration 31Q (91699.060000 sec): 3 clusters
  Score: Raw -1463246.358929 + Penalty 3058.572688 = -1460187.786241
  nChanged 23
		SP:Iteration 32Q (91699.280000 sec): 3 clusters
  Score: Raw -1463249.133933 + Penalty 3058.572688 = -1460190.561245
  nChanged 19
		SP:Iteration 33Q (91699.520000 sec): 3 clusters
  Score: Raw -1463251.279984 + Penalty 3058.572688 = -1460192.707296
  nChanged 23
		SP:Iteration 34Q (91699.740000 sec): 3 clusters
  Score: Raw -1463253.646050 + Penalty 3058.572688 = -1460195.073362
  nChanged 21
		SP:Iteration 35Q (91699.960000 sec): 3 clusters
  Score: Raw -1463256.288502 + Penalty 3058.572688 = -1460197.715814
  nChanged 25
		SP:Iteration 36Q (91700.150000 sec): 3 clusters
  Score: Raw -1463260.193223 + Penalty 3058.572688 = -1460201.620535
  nChanged 26
		SP:Iteration 37Q (91700.360000 sec): 3 clusters
  Score: Raw -1463263.340117 + Penalty 3058.572688 = -1460204.767429
  nChanged 22
		SP:Iteration 38Q (91700.600000 sec): 3 clusters
  Score: Raw -1463265.809773 + Penalty 3058.572688 = -1460207.237085
  nChanged 23
		SP:Iteration 39Q (91700.840000 sec): 3 clusters
  Score: Raw -1463269.286637 + Penalty 3058.572688 = -1460210.713950
  nChanged 25
		SP:Iteration 40F (91701.050000 sec): 3 clusters
  Score: Raw -1463274.143465 + Penalty 3058.572688 = -1460215.570777
  nChanged 31
		SP:Iteration 41Q (91701.250000 sec): 3 clusters
  Score: Raw -1463280.031800 + Penalty 3058.572688 = -1460221.459112
  nChanged 30
		SP:Iteration 42Q (91701.480000 sec): 3 clusters
  Score: Raw -1463285.592227 + Penalty 3058.572688 = -1460227.019540
  nChanged 33
		SP:Iteration 43Q (91701.670000 sec): 3 clusters
  Score: Raw -1463290.807771 + Penalty 3058.572688 = -1460232.235083
  nChanged 33
		SP:Iteration 44Q (91701.880000 sec): 3 clusters
  Score: Raw -1463294.929680 + Penalty 3058.572688 = -1460236.356992
  nChanged 22
		SP:Iteration 45Q (91702.110000 sec): 3 clusters
  Score: Raw -1463297.944361 + Penalty 3058.572688 = -1460239.371673
  nChanged 22
		SP:Iteration 46Q (91702.330000 sec): 3 clusters
  Score: Raw -1463300.336779 + Penalty 3058.572688 = -1460241.764091
  nChanged 11
		SP:Iteration 47Q (91702.600000 sec): 3 clusters
  Score: Raw -1463301.279938 + Penalty 3058.572688 = -1460242.707250
  nChanged 10
		SP:Iteration 48Q (91702.800000 sec): 3 clusters
  Score: Raw -1463301.946361 + Penalty 3058.572688 = -1460243.373673
  nChanged 4
		SP:Iteration 49Q (91703.000000 sec): 3 clusters
  Score: Raw -1463302.226946 + Penalty 3058.572688 = -1460243.654258
  nChanged 7
		SP:Iteration 50Q (91703.250000 sec): 3 clusters
  Score: Raw -1463302.646560 + Penalty 3058.572688 = -1460244.073872
  nChanged 3
		SP:Iteration 51Q (91703.500000 sec): 3 clusters
  Score: Raw -1463302.986043 + Penalty 3058.572688 = -1460244.413355
  nChanged 8
		SP:Iteration 52Q (91703.690000 sec): 3 clusters
  Score: Raw -1463304.018147 + Penalty 3058.572688 = -1460245.445460
  nChanged 8
		SP:Iteration 53Q (91703.940000 sec): 3 clusters
  Score: Raw -1463305.091850 + Penalty 3058.572688 = -1460246.519162
  nChanged 7
		SP:Iteration 54Q (91704.140000 sec): 3 clusters
  Score: Raw -1463305.880828 + Penalty 3058.572688 = -1460247.308140
  nChanged 9
		SP:Iteration 55Q (91704.370000 sec): 3 clusters
  Score: Raw -1463306.606769 + Penalty 3058.572688 = -1460248.034082
  nChanged 3
		SP:Iteration 56Q (91704.590000 sec): 3 clusters
  Score: Raw -1463306.858275 + Penalty 3058.572688 = -1460248.285587
  nChanged 3
		SP:Iteration 57Q (91704.780000 sec): 3 clusters
  Score: Raw -1463307.184694 + Penalty 3058.572688 = -1460248.612006
  nChanged 5
		SP:Iteration 58Q (91705.010000 sec): 3 clusters
  Score: Raw -1463307.558543 + Penalty 3058.572688 = -1460248.985855
  nChanged 4
		SP:Iteration 59Q (91705.220000 sec): 3 clusters
  Score: Raw -1463307.818946 + Penalty 3058.572688 = -1460249.246258
  nChanged 2
		SP:Iteration 60F (91705.480000 sec): 3 clusters
  Score: Raw -1463308.046187 + Penalty 3058.572688 = -1460249.473499
  nChanged 4
		SP:Iteration 61Q (91705.660000 sec): 3 clusters
  Score: Raw -1463308.630260 + Penalty 3058.572688 = -1460250.057572
  nChanged 6
		SP:Iteration 62Q (91705.900000 sec): 3 clusters
  Score: Raw -1463309.194095 + Penalty 3058.572688 = -1460250.621407
  nChanged 5
		SP:Iteration 63Q (91706.110000 sec): 3 clusters
  Score: Raw -1463309.732609 + Penalty 3058.572688 = -1460251.159922
  nChanged 9
		SP:Iteration 64Q (91706.380000 sec): 3 clusters
  Score: Raw -1463310.654413 + Penalty 3058.572688 = -1460252.081725
  nChanged 12
		SP:Iteration 65Q (91706.610000 sec): 3 clusters
  Score: Raw -1463312.004217 + Penalty 3058.572688 = -1460253.431529
  nChanged 17
		SP:Iteration 66Q (91706.800000 sec): 3 clusters
  Score: Raw -1463313.897720 + Penalty 3058.572688 = -1460255.325032
  nChanged 8
		SP:Iteration 67Q (91707.030000 sec): 3 clusters
  Score: Raw -1463314.650118 + Penalty 3058.572688 = -1460256.077430
  nChanged 6
		SP:Iteration 68Q (91707.280000 sec): 3 clusters
  Score: Raw -1463315.202121 + Penalty 3058.572688 = -1460256.629433
  nChanged 4
		SP:Iteration 69Q (91707.520000 sec): 3 clusters
  Score: Raw -1463315.422907 + Penalty 3058.572688 = -1460256.850219
  nChanged 3
		SP:Iteration 70Q (91707.700000 sec): 3 clusters
  Score: Raw -1463315.598267 + Penalty 3058.572688 = -1460257.025579
  nChanged 3
		SP:Iteration 71Q (91707.890000 sec): 3 clusters
  Score: Raw -1463315.747776 + Penalty 3058.572688 = -1460257.175088
  nChanged 3
		SP:Iteration 72Q (91708.090000 sec): 3 clusters
  Score: Raw -1463316.045776 + Penalty 3058.572688 = -1460257.473088
  nChanged 6
		SP:Iteration 73Q (91708.340000 sec): 3 clusters
  Score: Raw -1463316.574387 + Penalty 3058.572688 = -1460258.001699
  nChanged 3
		SP:Iteration 74Q (91708.540000 sec): 3 clusters
  Score: Raw -1463316.864798 + Penalty 3058.572688 = -1460258.292110
  nChanged 5
		SP:Iteration 75Q (91708.720000 sec): 3 clusters
  Score: Raw -1463317.359355 + Penalty 3058.572688 = -1460258.786667
  nChanged 7
		SP:Iteration 76Q (91708.970000 sec): 3 clusters
  Score: Raw -1463317.971701 + Penalty 3058.572688 = -1460259.399014
  nChanged 5
		SP:Iteration 77Q (91709.170000 sec): 3 clusters
  Score: Raw -1463318.363340 + Penalty 3058.572688 = -1460259.790653
  nChanged 6
		SP:Iteration 78Q (91709.400000 sec): 3 clusters
  Score: Raw -1463318.685885 + Penalty 3058.572688 = -1460260.113197
  nChanged 2
		SP:Iteration 79Q (91709.630000 sec): 3 clusters
  Score: Raw -1463318.817052 + Penalty 3058.572688 = -1460260.244364
  nChanged 4
		SP:Iteration 80F (91709.870000 sec): 3 clusters
  Score: Raw -1463319.180837 + Penalty 3058.572688 = -1460260.608149
  nChanged 5
		SP:Iteration 81Q (91710.060000 sec): 3 clusters
  Score: Raw -1463319.680064 + Penalty 3058.572688 = -1460261.107376
  nChanged 7
		SP:Iteration 82Q (91710.300000 sec): 3 clusters
  Score: Raw -1463320.745735 + Penalty 3058.572688 = -1460262.173047
  nChanged 14
		SP:Iteration 83Q (91710.500000 sec): 3 clusters
  Score: Raw -1463322.494427 + Penalty 3058.572688 = -1460263.921739
  nChanged 8
		SP:Iteration 84Q (91710.730000 sec): 3 clusters
  Score: Raw -1463323.254047 + Penalty 3058.572688 = -1460264.681359
  nChanged 4
		SP:Iteration 85Q (91710.980000 sec): 3 clusters
  Score: Raw -1463323.567253 + Penalty 3058.572688 = -1460264.994565
  nChanged 4
		SP:Iteration 86Q (91711.170000 sec): 3 clusters
  Score: Raw -1463323.894639 + Penalty 3058.572688 = -1460265.321951
  nChanged 7
		SP:Iteration 87Q (91711.420000 sec): 3 clusters
  Score: Raw -1463324.488541 + Penalty 3058.572688 = -1460265.915853
  nChanged 7
		SP:Iteration 88Q (91711.660000 sec): 3 clusters
  Score: Raw -1463324.902168 + Penalty 3058.572688 = -1460266.329480
  nChanged 7
		SP:Iteration 89Q (91711.860000 sec): 3 clusters
  Score: Raw -1463325.379877 + Penalty 3058.572688 = -1460266.807189
  nChanged 8
		SP:Iteration 90Q (91712.090000 sec): 3 clusters
  Score: Raw -1463326.432936 + Penalty 3058.572688 = -1460267.860249
  nChanged 14
		SP:Iteration 91Q (91712.300000 sec): 3 clusters
  Score: Raw -1463327.686545 + Penalty 3058.572688 = -1460269.113857
  nChanged 9
		SP:Iteration 92Q (91712.500000 sec): 3 clusters
  Score: Raw -1463328.430153 + Penalty 3058.572688 = -1460269.857466
  nChanged 6
		SP:Iteration 93Q (91712.770000 sec): 3 clusters
  Score: Raw -1463329.105873 + Penalty 3058.572688 = -1460270.533185
  nChanged 9
		SP:Iteration 94Q (91712.980000 sec): 3 clusters
  Score: Raw -1463329.994193 + Penalty 3058.572688 = -1460271.421505
  nChanged 12
		SP:Iteration 95Q (91713.220000 sec): 3 clusters
  Score: Raw -1463331.950318 + Penalty 3058.572688 = -1460273.377630
  nChanged 22
		SP:Iteration 96Q (91713.420000 sec): 3 clusters
  Score: Raw -1463334.764578 + Penalty 3058.572688 = -1460276.191890
  nChanged 23
		SP:Iteration 97Q (91713.660000 sec): 3 clusters
  Score: Raw -1463337.231676 + Penalty 3058.572688 = -1460278.658988
  nChanged 17
		SP:Iteration 98Q (91713.900000 sec): 3 clusters
  Score: Raw -1463339.856812 + Penalty 3058.572688 = -1460281.284124
  nChanged 24
		SP:Iteration 99Q (91714.110000 sec): 3 clusters
  Score: Raw -1463343.527139 + Penalty 3058.572688 = -1460284.954451
  nChanged 21
		SP:Iteration 100F (91714.320000 sec): 3 clusters
  Score: Raw -1463346.724153 + Penalty 3058.572688 = -1460288.151466
  nChanged 20
		SP:Iteration 101Q (91714.500000 sec): 3 clusters
  Score: Raw -1463349.546878 + Penalty 3058.572688 = -1460290.974190
  nChanged 19
		SP:Iteration 102Q (91714.680000 sec): 3 clusters
  Score: Raw -1463352.199492 + Penalty 3058.572688 = -1460293.626804
  nChanged 22
		SP:Iteration 103Q (91714.890000 sec): 3 clusters
  Score: Raw -1463356.206874 + Penalty 3058.572688 = -1460297.634186
  nChanged 23
		SP:Iteration 104Q (91715.120000 sec): 3 clusters
  Score: Raw -1463360.259007 + Penalty 3058.572688 = -1460301.686320
  nChanged 29
		SP:Iteration 105Q (91715.330000 sec): 3 clusters
  Score: Raw -1463365.212308 + Penalty 3058.572688 = -1460306.639620
  nChanged 28
		SP:Iteration 106Q (91715.540000 sec): 3 clusters
  Score: Raw -1463370.032953 + Penalty 3058.572688 = -1460311.460266
  nChanged 40
		SP:Iteration 107Q (91715.760000 sec): 3 clusters
  Score: Raw -1463375.761433 + Penalty 3058.572688 = -1460317.188746
  nChanged 36
		SP:Iteration 108Q (91716.000000 sec): 3 clusters
  Score: Raw -1463380.749214 + Penalty 3058.572688 = -1460322.176526
  nChanged 33
		SP:Iteration 109Q (91716.230000 sec): 3 clusters
  Score: Raw -1463385.639536 + Penalty 3058.572688 = -1460327.066848
  nChanged 33
		SP:Iteration 110Q (91716.420000 sec): 3 clusters
  Score: Raw -1463390.781809 + Penalty 3058.572688 = -1460332.209121
  nChanged 36
		SP:Iteration 111Q (91716.640000 sec): 3 clusters
  Score: Raw -1463396.702368 + Penalty 3058.572688 = -1460338.129680
  nChanged 30
		SP:Iteration 112Q (91716.830000 sec): 3 clusters
  Score: Raw -1463401.162095 + Penalty 3058.572688 = -1460342.589407
  nChanged 26
		SP:Iteration 113Q (91717.090000 sec): 3 clusters
  Score: Raw -1463405.556084 + Penalty 3058.572688 = -1460346.983397
  nChanged 19
		SP:Iteration 114Q (91717.330000 sec): 3 clusters
  Score: Raw -1463407.966579 + Penalty 3058.572688 = -1460349.393891
  nChanged 17
		SP:Iteration 115Q (91717.540000 sec): 3 clusters
  Score: Raw -1463410.312352 + Penalty 3058.572688 = -1460351.739664
  nChanged 19
		SP:Iteration 116Q (91717.730000 sec): 3 clusters
  Score: Raw -1463412.652122 + Penalty 3058.572688 = -1460354.079434
  nChanged 15
		SP:Iteration 117Q (91717.940000 sec): 3 clusters
  Score: Raw -1463415.634240 + Penalty 3058.572688 = -1460357.061552
  nChanged 19
		SP:Iteration 118Q (91718.170000 sec): 3 clusters
  Score: Raw -1463417.887351 + Penalty 3058.572688 = -1460359.314663
  nChanged 11
		SP:Iteration 119Q (91718.410000 sec): 3 clusters
  Score: Raw -1463418.926756 + Penalty 3058.572688 = -1460360.354068
  nChanged 12
		SP:Iteration 120F (91718.630000 sec): 3 clusters
  Score: Raw -1463420.369021 + Penalty 3058.572688 = -1460361.796333
  nChanged 14
		SP:Iteration 121Q (91718.830000 sec): 3 clusters
  Score: Raw -1463422.318029 + Penalty 3058.572688 = -1460363.745341
  nChanged 9
		SP:Iteration 122Q (91719.050000 sec): 3 clusters
  Score: Raw -1463423.436210 + Penalty 3058.572688 = -1460364.863523
  nChanged 14
		SP:Iteration 123Q (91719.220000 sec): 3 clusters
  Score: Raw -1463425.078116 + Penalty 3058.572688 = -1460366.505428
  nChanged 15
		SP:Iteration 124Q (91719.420000 sec): 3 clusters
  Score: Raw -1463426.935479 + Penalty 3058.572688 = -1460368.362791
  nChanged 13
		SP:Iteration 125Q (91719.640000 sec): 3 clusters
  Score: Raw -1463429.014195 + Penalty 3058.572688 = -1460370.441507
  nChanged 18
		SP:Iteration 126Q (91719.850000 sec): 3 clusters
  Score: Raw -1463431.733345 + Penalty 3058.572688 = -1460373.160657
  nChanged 20
		SP:Iteration 127Q (91720.050000 sec): 3 clusters
  Score: Raw -1463434.484936 + Penalty 3058.572688 = -1460375.912249
  nChanged 17
		SP:Iteration 128Q (91720.280000 sec): 3 clusters
  Score: Raw -1463436.958695 + Penalty 3058.572688 = -1460378.386007
  nChanged 22
		SP:Iteration 129Q (91720.510000 sec): 3 clusters
  Score: Raw -1463440.397168 + Penalty 3058.572688 = -1460381.824481
  nChanged 23
		SP:Iteration 130Q (91720.730000 sec): 3 clusters
  Score: Raw -1463444.261717 + Penalty 3058.572688 = -1460385.689030
  nChanged 19
		SP:Iteration 131Q (91720.980000 sec): 3 clusters
  Score: Raw -1463447.858168 + Penalty 3058.572688 = -1460389.285480
  nChanged 29
		SP:Iteration 132Q (91721.190000 sec): 3 clusters
  Score: Raw -1463452.115970 + Penalty 3058.572688 = -1460393.543283
  nChanged 26
		SP:Iteration 133Q (91721.440000 sec): 3 clusters
  Score: Raw -1463457.112569 + Penalty 3058.572688 = -1460398.539882
  nChanged 34
		SP:Iteration 134Q (91721.650000 sec): 3 clusters
  Score: Raw -1463463.402913 + Penalty 3058.572688 = -1460404.830225
  nChanged 31
		SP:Iteration 135Q (91721.850000 sec): 3 clusters
  Score: Raw -1463468.371912 + Penalty 3058.572688 = -1460409.799224
  nChanged 20
		SP:Iteration 136Q (91722.090000 sec): 3 clusters
  Score: Raw -1463471.206581 + Penalty 3058.572688 = -1460412.633893
  nChanged 16
		SP:Iteration 137Q (91722.300000 sec): 3 clusters
  Score: Raw -1463474.466389 + Penalty 3058.572688 = -1460415.893701
  nChanged 16
		SP:Iteration 138Q (91722.530000 sec): 3 clusters
  Score: Raw -1463477.114767 + Penalty 3058.572688 = -1460418.542080
  nChanged 16
		SP:Iteration 139Q (91722.790000 sec): 3 clusters
  Score: Raw -1463479.216782 + Penalty 3058.572688 = -1460420.644094
  nChanged 15
		SP:Iteration 140F (91723.010000 sec): 3 clusters
  Score: Raw -1463481.172053 + Penalty 3058.572688 = -1460422.599365
  nChanged 14
		SP:Iteration 141Q (91723.210000 sec): 3 clusters
  Score: Raw -1463483.814885 + Penalty 3058.572688 = -1460425.242197
  nChanged 19
		SP:Iteration 142Q (91723.430000 sec): 3 clusters
  Score: Raw -1463487.662050 + Penalty 3058.572688 = -1460429.089362
  nChanged 24
		SP:Iteration 143Q (91723.640000 sec): 3 clusters
  Score: Raw -1463492.088881 + Penalty 3058.572688 = -1460433.516194
  nChanged 30
		SP:Iteration 144Q (91723.860000 sec): 3 clusters
  Score: Raw -1463496.423886 + Penalty 3058.572688 = -1460437.851198
  nChanged 25
		SP:Iteration 145Q (91724.090000 sec): 3 clusters
  Score: Raw -1463501.371363 + Penalty 3058.572688 = -1460442.798676
  nChanged 17
		SP:Iteration 146Q (91724.310000 sec): 3 clusters
  Score: Raw -1463504.453904 + Penalty 3058.572688 = -1460445.881217
  nChanged 13
		SP:Iteration 147Q (91724.540000 sec): 3 clusters
  Score: Raw -1463506.050568 + Penalty 3058.572688 = -1460447.477880
  nChanged 11
		SP:Iteration 148Q (91724.760000 sec): 3 clusters
  Score: Raw -1463507.880997 + Penalty 3058.572688 = -1460449.308310
  nChanged 12
		SP:Iteration 149Q (91725.000000 sec): 3 clusters
  Score: Raw -1463510.072735 + Penalty 3058.572688 = -1460451.500048
  nChanged 13
		SP:Iteration 150Q (91725.230000 sec): 3 clusters
  Score: Raw -1463512.883826 + Penalty 3058.572688 = -1460454.311139
  nChanged 8
		SP:Iteration 151Q (91725.450000 sec): 3 clusters
  Score: Raw -1463514.044667 + Penalty 3058.572688 = -1460455.471980
  nChanged 9
		SP:Iteration 152Q (91725.690000 sec): 3 clusters
  Score: Raw -1463515.927507 + Penalty 3058.572688 = -1460457.354819
  nChanged 10
		SP:Iteration 153Q (91725.900000 sec): 3 clusters
  Score: Raw -1463517.256451 + Penalty 3058.572688 = -1460458.683763
  nChanged 9
		SP:Iteration 154Q (91726.130000 sec): 3 clusters
  Score: Raw -1463518.774680 + Penalty 3058.572688 = -1460460.201993
  nChanged 6
		SP:Iteration 155Q (91726.360000 sec): 3 clusters
  Score: Raw -1463519.406578 + Penalty 3058.572688 = -1460460.833890
  nChanged 4
		SP:Iteration 156Q (91726.570000 sec): 3 clusters
  Score: Raw -1463519.748300 + Penalty 3058.572688 = -1460461.175612
  nChanged 3
		SP:Iteration 157Q (91726.820000 sec): 3 clusters
  Score: Raw -1463520.110302 + Penalty 3058.572688 = -1460461.537614
  nChanged 7
		SP:Iteration 158Q (91727.040000 sec): 3 clusters
  Score: Raw -1463520.690232 + Penalty 3058.572688 = -1460462.117544
  nChanged 2
		SP:Iteration 159Q (91727.240000 sec): 3 clusters
  Score: Raw -1463520.885210 + Penalty 3058.572688 = -1460462.312522
  nChanged 3
		SP:Iteration 160F (91727.460000 sec): 3 clusters
  Score: Raw -1463521.325359 + Penalty 3058.572688 = -1460462.752671
  nChanged 3
		SP:Iteration 161Q (91727.680000 sec): 3 clusters
  Score: Raw -1463521.652547 + Penalty 3058.572688 = -1460463.079859
  nChanged 4
		SP:Iteration 162Q (91727.930000 sec): 3 clusters
  Score: Raw -1463522.182870 + Penalty 3058.572688 = -1460463.610183
  nChanged 10
		SP:Iteration 163Q (91728.160000 sec): 3 clusters
  Score: Raw -1463523.578607 + Penalty 3058.572688 = -1460465.005919
  nChanged 10
		SP:Iteration 164Q (91728.340000 sec): 3 clusters
  Score: Raw -1463525.047686 + Penalty 3058.572688 = -1460466.474998
  nChanged 11
		SP:Iteration 165Q (91728.610000 sec): 3 clusters
  Score: Raw -1463526.702715 + Penalty 3058.572688 = -1460468.130027
  nChanged 12
		SP:Iteration 166Q (91728.750000 sec): 3 clusters
  Score: Raw -1463528.343518 + Penalty 3058.572688 = -1460469.770830
  nChanged 7
		SP:Iteration 167Q (91728.970000 sec): 3 clusters
  Score: Raw -1463529.339682 + Penalty 3058.572688 = -1460470.766994
  nChanged 10
		SP:Iteration 168Q (91729.190000 sec): 3 clusters
  Score: Raw -1463530.715127 + Penalty 3058.572688 = -1460472.142439
  nChanged 12
		SP:Iteration 169Q (91729.440000 sec): 3 clusters
  Score: Raw -1463532.984051 + Penalty 3058.572688 = -1460474.411363
  nChanged 16
		SP:Iteration 170Q (91729.620000 sec): 3 clusters
  Score: Raw -1463535.848206 + Penalty 3058.572688 = -1460477.275518
  nChanged 12
		SP:Iteration 171Q (91729.860000 sec): 3 clusters
  Score: Raw -1463537.931600 + Penalty 3058.572688 = -1460479.358913
  nChanged 12
		SP:Iteration 172Q (91730.070000 sec): 3 clusters
  Score: Raw -1463539.820155 + Penalty 3058.572688 = -1460481.247467
  nChanged 14
		SP:Iteration 173Q (91730.260000 sec): 3 clusters
  Score: Raw -1463541.961675 + Penalty 3058.572688 = -1460483.388987
  nChanged 13
		SP:Iteration 174Q (91730.500000 sec): 3 clusters
  Score: Raw -1463543.689868 + Penalty 3058.572688 = -1460485.117180
  nChanged 9
		SP:Iteration 175Q (91730.700000 sec): 3 clusters
  Score: Raw -1463545.782392 + Penalty 3058.572688 = -1460487.209704
  nChanged 9
		SP:Iteration 176Q (91730.920000 sec): 3 clusters
  Score: Raw -1463546.930986 + Penalty 3058.572688 = -1460488.358299
  nChanged 7
		SP:Iteration 177Q (91731.160000 sec): 3 clusters
  Score: Raw -1463548.229751 + Penalty 3058.572688 = -1460489.657064
  nChanged 4
		SP:Iteration 178Q (91731.420000 sec): 3 clusters
  Score: Raw -1463548.568446 + Penalty 3058.572688 = -1460489.995758
  nChanged 3
		SP:Iteration 179Q (91731.620000 sec): 3 clusters
  Score: Raw -1463548.749029 + Penalty 3058.572688 = -1460490.176341
  nChanged 1
		SP:Iteration 180F (91731.870000 sec): 3 clusters
  Score: Raw -1463548.804966 + Penalty 3058.572688 = -1460490.232279
  nChanged 1
		SP:Iteration 181Q (91732.070000 sec): 3 clusters
  Score: Raw -1463548.929116 + Penalty 3058.572688 = -1460490.356428
  nChanged 1
		SP:Iteration 182Q (91732.280000 sec): 3 clusters
  Score: Raw -1463549.085389 + Penalty 3058.572688 = -1460490.512701
  nChanged 1
		SP:Iteration 183Q (91732.520000 sec): 3 clusters
  Score: Raw -1463549.207958 + Penalty 3058.572688 = -1460490.635270
  nChanged 1
		SP:Iteration 184Q (91732.730000 sec): 3 clusters
  Score: Raw -1463549.310410 + Penalty 3058.572688 = -1460490.737722
  nChanged 0
		SP:Iteration 185F (91732.930000 sec): 3 clusters
  Score: Raw -1463549.310410 + Penalty 3058.572688 = -1460490.737722
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91733.070000 sec): 2 clusters
  Score: Raw -168254.684348 + Penalty 1184.339715 = -167070.344633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91733.240000 sec): 3 clusters
  Score: Raw -167723.146540 + Penalty 2368.679430 = -165354.467109
  nChanged 460
		SP:Iteration 1F (91733.370000 sec): 3 clusters
  Score: Raw -168060.538681 + Penalty 2368.679430 = -165691.859250
  nChanged 125
		SP:Iteration 2F (91733.590000 sec): 3 clusters
  Score: Raw -168201.158457 + Penalty 2368.679430 = -165832.479027
  nChanged 85
		SP:Iteration 3F (91733.750000 sec): 3 clusters
  Score: Raw -168297.053196 + Penalty 2368.679430 = -165928.373766
  nChanged 69
		SP:Iteration 4Q (91733.930000 sec): 3 clusters
  Score: Raw -168401.069053 + Penalty 2368.679430 = -166032.389622
  nChanged 76
		SP:Iteration 5F (91734.130000 sec): 3 clusters
  Score: Raw -168542.761212 + Penalty 2368.679430 = -166174.081782
  nChanged 81
		SP:Iteration 6F (91734.310000 sec): 3 clusters
  Score: Raw -168703.323033 + Penalty 2368.679430 = -166334.643603
  nChanged 81
		SP:Iteration 7F (91734.510000 sec): 3 clusters
  Score: Raw -168843.717383 + Penalty 2368.679430 = -166475.037952
  nChanged 73
		SP:Iteration 8Q (91734.670000 sec): 3 clusters
  Score: Raw -168932.769064 + Penalty 2368.679430 = -166564.089634
  nChanged 62
		SP:Iteration 9Q (91734.830000 sec): 3 clusters
  Score: Raw -169009.163312 + Penalty 2368.679430 = -166640.483882
  nChanged 48
		SP:Iteration 10Q (91735.030000 sec): 3 clusters
  Score: Raw -169065.026830 + Penalty 2368.679430 = -166696.347399
  nChanged 37
		SP:Iteration 11Q (91735.190000 sec): 3 clusters
  Score: Raw -169101.033140 + Penalty 2368.679430 = -166732.353710
  nChanged 16
		SP:Iteration 12Q (91735.390000 sec): 3 clusters
  Score: Raw -169115.594667 + Penalty 2368.679430 = -166746.915236
  nChanged 14
		SP:Iteration 13Q (91735.550000 sec): 3 clusters
  Score: Raw -169125.642449 + Penalty 2368.679430 = -166756.963019
  nChanged 9
		SP:Iteration 14Q (91735.720000 sec): 3 clusters
  Score: Raw -169133.624942 + Penalty 2368.679430 = -166764.945512
  nChanged 11
		SP:Iteration 15Q (91735.910000 sec): 3 clusters
  Score: Raw -169154.151859 + Penalty 2368.679430 = -166785.472429
  nChanged 13
		SP:Iteration 16Q (91736.090000 sec): 3 clusters
  Score: Raw -169166.902767 + Penalty 2368.679430 = -166798.223336
  nChanged 4
		SP:Iteration 17Q (91736.260000 sec): 3 clusters
  Score: Raw -169169.841404 + Penalty 2368.679430 = -166801.161974
  nChanged 1
		SP:Iteration 18Q (91736.410000 sec): 3 clusters
  Score: Raw -169170.643305 + Penalty 2368.679430 = -166801.963875
  nChanged 1
		SP:Iteration 19Q (91736.590000 sec): 3 clusters
  Score: Raw -169171.231333 + Penalty 2368.679430 = -166802.551902
  nChanged 1
		SP:Iteration 20F (91736.780000 sec): 3 clusters
  Score: Raw -169171.699733 + Penalty 2368.679430 = -166803.020302
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (1460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91736.860000 sec): 2 clusters
  Score: Raw -171404.543754 + Penalty 1184.006154 = -170220.537601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91737.040000 sec): 3 clusters
  Score: Raw -170854.659438 + Penalty 2368.012307 = -168486.647130
  nChanged 500
		SP:Iteration 1F (91737.240000 sec): 3 clusters
  Score: Raw -171255.672393 + Penalty 2368.012307 = -168887.660085
  nChanged 120
		SP:Iteration 2F (91737.410000 sec): 3 clusters
  Score: Raw -171366.126272 + Penalty 2368.012307 = -168998.113965
  nChanged 85
		SP:Iteration 3F (91737.580000 sec): 3 clusters
  Score: Raw -171449.084459 + Penalty 2368.012307 = -169081.072151
  nChanged 55
		SP:Iteration 4Q (91737.770000 sec): 3 clusters
  Score: Raw -171506.887076 + Penalty 2368.012307 = -169138.874769
  nChanged 46
		SP:Iteration 5Q (91737.950000 sec): 3 clusters
  Score: Raw -171556.795520 + Penalty 2368.012307 = -169188.783212
  nChanged 38
		SP:Iteration 6Q (91738.120000 sec): 3 clusters
  Score: Raw -171590.291370 + Penalty 2368.012307 = -169222.279063
  nChanged 23
		SP:Iteration 7Q (91738.270000 sec): 3 clusters
  Score: Raw -171607.920741 + Penalty 2368.012307 = -169239.908433
  nChanged 14
		SP:Iteration 8Q (91738.470000 sec): 3 clusters
  Score: Raw -171616.518632 + Penalty 2368.012307 = -169248.506325
  nChanged 13
		SP:Iteration 9Q (91738.620000 sec): 3 clusters
  Score: Raw -171624.694641 + Penalty 2368.012307 = -169256.682334
  nChanged 7
		SP:Iteration 10Q (91738.840000 sec): 3 clusters
  Score: Raw -171629.194043 + Penalty 2368.012307 = -169261.181735
  nChanged 7
		SP:Iteration 11Q (91739.010000 sec): 3 clusters
  Score: Raw -171632.166890 + Penalty 2368.012307 = -169264.154583
  nChanged 4
		SP:Iteration 12Q (91739.190000 sec): 3 clusters
  Score: Raw -171634.762059 + Penalty 2368.012307 = -169266.749752
  nChanged 1
		SP:Iteration 13Q (91739.340000 sec): 3 clusters
  Score: Raw -171635.279469 + Penalty 2368.012307 = -169267.267161
  nChanged 0
		SP:Iteration 14F (91739.530000 sec): 3 clusters
  Score: Raw -171635.279469 + Penalty 2368.012307 = -169267.267161
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (2067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91739.620000 sec): 2 clusters
  Score: Raw -233220.531565 + Penalty 1240.501203 = -231980.030362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91739.780000 sec): 3 clusters
  Score: Raw -232310.103545 + Penalty 2481.002407 = -229829.101139
  nChanged 736
		SP:Iteration 1F (91739.960000 sec): 3 clusters
  Score: Raw -233108.746642 + Penalty 2481.002407 = -230627.744235
  nChanged 241
		SP:Iteration 2F (91740.170000 sec): 3 clusters
  Score: Raw -233387.339523 + Penalty 2481.002407 = -230906.337116
  nChanged 137
		SP:Iteration 3F (91740.330000 sec): 3 clusters
  Score: Raw -233542.158779 + Penalty 2481.002407 = -231061.156372
  nChanged 112
		SP:Iteration 4F (91740.550000 sec): 3 clusters
  Score: Raw -233677.440261 + Penalty 2481.002407 = -231196.437854
  nChanged 105
		SP:Iteration 5F (91740.730000 sec): 3 clusters
  Score: Raw -233794.200605 + Penalty 2481.002407 = -231313.198198
  nChanged 78
		SP:Iteration 6Q (91740.920000 sec): 3 clusters
  Score: Raw -233891.691253 + Penalty 2481.002407 = -231410.688846
  nChanged 71
		SP:Iteration 7Q (91741.090000 sec): 3 clusters
  Score: Raw -233976.878798 + Penalty 2481.002407 = -231495.876391
  nChanged 51
		SP:Iteration 8Q (91741.250000 sec): 3 clusters
  Score: Raw -234044.665424 + Penalty 2481.002407 = -231563.663017
  nChanged 45
		SP:Iteration 9Q (91741.440000 sec): 3 clusters
  Score: Raw -234104.490908 + Penalty 2481.002407 = -231623.488501
  nChanged 43
		SP:Iteration 10Q (91741.610000 sec): 3 clusters
  Score: Raw -234166.409508 + Penalty 2481.002407 = -231685.407101
  nChanged 34
		SP:Iteration 11Q (91741.760000 sec): 3 clusters
  Score: Raw -234215.412807 + Penalty 2481.002407 = -231734.410400
  nChanged 24
		SP:Iteration 12Q (91741.920000 sec): 3 clusters
  Score: Raw -234254.322023 + Penalty 2481.002407 = -231773.319616
  nChanged 23
		SP:Iteration 13Q (91742.120000 sec): 3 clusters
  Score: Raw -234285.308915 + Penalty 2481.002407 = -231804.306508
  nChanged 16
		SP:Iteration 14Q (91742.280000 sec): 3 clusters
  Score: Raw -234315.317219 + Penalty 2481.002407 = -231834.314812
  nChanged 17
		SP:Iteration 15Q (91742.460000 sec): 3 clusters
  Score: Raw -234359.938016 + Penalty 2481.002407 = -231878.935609
  nChanged 17
		SP:Iteration 16Q (91742.660000 sec): 3 clusters
  Score: Raw -234389.403946 + Penalty 2481.002407 = -231908.401539
  nChanged 17
		SP:Iteration 17Q (91742.820000 sec): 3 clusters
  Score: Raw -234417.811878 + Penalty 2481.002407 = -231936.809471
  nChanged 17
		SP:Iteration 18Q (91742.970000 sec): 3 clusters
  Score: Raw -234451.484069 + Penalty 2481.002407 = -231970.481662
  nChanged 8
		SP:Iteration 19Q (91743.160000 sec): 3 clusters
  Score: Raw -234473.444110 + Penalty 2481.002407 = -231992.441703
  nChanged 7
		SP:Iteration 20F (91743.360000 sec): 3 clusters
  Score: Raw -234486.515224 + Penalty 2481.002407 = -232005.512817
  nChanged 10
		SP:Iteration 21Q (91743.530000 sec): 3 clusters
  Score: Raw -234503.461628 + Penalty 2481.002407 = -232022.459221
  nChanged 5
		SP:Iteration 22Q (91743.700000 sec): 3 clusters
  Score: Raw -234508.901794 + Penalty 2481.002407 = -232027.899387
  nChanged 3
		SP:Iteration 23Q (91743.870000 sec): 3 clusters
  Score: Raw -234511.608844 + Penalty 2481.002407 = -232030.606437
  nChanged 4
		SP:Iteration 24Q (91744.040000 sec): 3 clusters
  Score: Raw -234516.508481 + Penalty 2481.002407 = -232035.506075
  nChanged 4
		SP:Iteration 25Q (91744.230000 sec): 3 clusters
  Score: Raw -234519.970682 + Penalty 2481.002407 = -232038.968275
  nChanged 0
		SP:Iteration 26F (91744.410000 sec): 3 clusters
  Score: Raw -234519.970682 + Penalty 2481.002407 = -232038.968275
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91744.590000 sec): 2 clusters
  Score: Raw -1025131.179479 + Penalty 1474.199581 = -1023656.979898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91744.810000 sec): 3 clusters
  Score: Raw -1020264.878314 + Penalty 2948.399162 = -1017316.479151
  nChanged 3750
		SP:Iteration 1F (91744.990000 sec): 3 clusters
  Score: Raw -1022558.779926 + Penalty 2948.399162 = -1019610.380764
  nChanged 662
		SP:Iteration 2F (91745.220000 sec): 3 clusters
  Score: Raw -1023043.050739 + Penalty 2948.399162 = -1020094.651576
  nChanged 645
		SP:Iteration 3F (91745.450000 sec): 3 clusters
  Score: Raw -1023520.043348 + Penalty 2948.399162 = -1020571.644186
  nChanged 547
		SP:Iteration 4F (91745.660000 sec): 3 clusters
  Score: Raw -1023883.126701 + Penalty 2948.399162 = -1020934.727538
  nChanged 459
		SP:Iteration 5F (91745.840000 sec): 3 clusters
  Score: Raw -1024172.409930 + Penalty 2948.399162 = -1021224.010767
  nChanged 380
		SP:Iteration 6Q (91746.070000 sec): 3 clusters
  Score: Raw -1024394.536204 + Penalty 2948.399162 = -1021446.137042
  nChanged 318
		SP:Iteration 7Q (91746.270000 sec): 3 clusters
  Score: Raw -1024525.060032 + Penalty 2948.399162 = -1021576.660869
  nChanged 219
		SP:Iteration 8Q (91746.470000 sec): 3 clusters
  Score: Raw -1024597.697658 + Penalty 2948.399162 = -1021649.298495
  nChanged 156
		SP:Iteration 9Q (91746.690000 sec): 3 clusters
  Score: Raw -1024652.502808 + Penalty 2948.399162 = -1021704.103646
  nChanged 135
		SP:Iteration 10Q (91746.920000 sec): 3 clusters
  Score: Raw -1024694.260622 + Penalty 2948.399162 = -1021745.861460
  nChanged 107
		SP:Iteration 11Q (91747.140000 sec): 3 clusters
  Score: Raw -1024727.301758 + Penalty 2948.399162 = -1021778.902596
  nChanged 97
		SP:Iteration 12Q (91747.350000 sec): 3 clusters
  Score: Raw -1024758.871129 + Penalty 2948.399162 = -1021810.471967
  nChanged 97
		SP:Iteration 13Q (91747.550000 sec): 3 clusters
  Score: Raw -1024796.621938 + Penalty 2948.399162 = -1021848.222776
  nChanged 98
		SP:Iteration 14Q (91747.750000 sec): 3 clusters
  Score: Raw -1024840.264687 + Penalty 2948.399162 = -1021891.865525
  nChanged 113
		SP:Iteration 15Q (91747.960000 sec): 3 clusters
  Score: Raw -1024885.242891 + Penalty 2948.399162 = -1021936.843729
  nChanged 123
		SP:Iteration 16Q (91748.200000 sec): 3 clusters
  Score: Raw -1024927.746089 + Penalty 2948.399162 = -1021979.346927
  nChanged 104
		SP:Iteration 17Q (91748.400000 sec): 3 clusters
  Score: Raw -1024961.490957 + Penalty 2948.399162 = -1022013.091795
  nChanged 97
		SP:Iteration 18Q (91748.650000 sec): 3 clusters
  Score: Raw -1024990.122473 + Penalty 2948.399162 = -1022041.723311
  nChanged 79
		SP:Iteration 19Q (91748.840000 sec): 3 clusters
  Score: Raw -1025015.531397 + Penalty 2948.399162 = -1022067.132235
  nChanged 85
		SP:Iteration 20F (91749.070000 sec): 3 clusters
  Score: Raw -1025044.948028 + Penalty 2948.399162 = -1022096.548866
  nChanged 78
		SP:Iteration 21Q (91749.260000 sec): 3 clusters
  Score: Raw -1025073.069424 + Penalty 2948.399162 = -1022124.670262
  nChanged 71
		SP:Iteration 22Q (91749.480000 sec): 3 clusters
  Score: Raw -1025093.542546 + Penalty 2948.399162 = -1022145.143383
  nChanged 59
		SP:Iteration 23Q (91749.680000 sec): 3 clusters
  Score: Raw -1025110.765745 + Penalty 2948.399162 = -1022162.366583
  nChanged 49
		SP:Iteration 24Q (91749.880000 sec): 3 clusters
  Score: Raw -1025124.025604 + Penalty 2948.399162 = -1022175.626442
  nChanged 37
		SP:Iteration 25Q (91750.110000 sec): 3 clusters
  Score: Raw -1025133.270500 + Penalty 2948.399162 = -1022184.871337
  nChanged 43
		SP:Iteration 26Q (91750.280000 sec): 3 clusters
  Score: Raw -1025142.763255 + Penalty 2948.399162 = -1022194.364093
  nChanged 33
		SP:Iteration 27Q (91750.500000 sec): 3 clusters
  Score: Raw -1025151.175442 + Penalty 2948.399162 = -1022202.776280
  nChanged 33
		SP:Iteration 28Q (91750.680000 sec): 3 clusters
  Score: Raw -1025158.720708 + Penalty 2948.399162 = -1022210.321546
  nChanged 30
		SP:Iteration 29Q (91750.900000 sec): 3 clusters
  Score: Raw -1025165.884244 + Penalty 2948.399162 = -1022217.485081
  nChanged 35
		SP:Iteration 30Q (91751.120000 sec): 3 clusters
  Score: Raw -1025173.631275 + Penalty 2948.399162 = -1022225.232113
  nChanged 33
		SP:Iteration 31Q (91751.330000 sec): 3 clusters
  Score: Raw -1025181.411412 + Penalty 2948.399162 = -1022233.012249
  nChanged 30
		SP:Iteration 32Q (91751.510000 sec): 3 clusters
  Score: Raw -1025188.535501 + Penalty 2948.399162 = -1022240.136338
  nChanged 27
		SP:Iteration 33Q (91751.710000 sec): 3 clusters
  Score: Raw -1025193.837274 + Penalty 2948.399162 = -1022245.438111
  nChanged 17
		SP:Iteration 34Q (91751.920000 sec): 3 clusters
  Score: Raw -1025199.180841 + Penalty 2948.399162 = -1022250.781679
  nChanged 26
		SP:Iteration 35Q (91752.150000 sec): 3 clusters
  Score: Raw -1025208.271741 + Penalty 2948.399162 = -1022259.872579
  nChanged 39
		SP:Iteration 36Q (91752.320000 sec): 3 clusters
  Score: Raw -1025219.426862 + Penalty 2948.399162 = -1022271.027700
  nChanged 41
		SP:Iteration 37Q (91752.520000 sec): 3 clusters
  Score: Raw -1025231.371609 + Penalty 2948.399162 = -1022282.972446
  nChanged 40
		SP:Iteration 38Q (91752.750000 sec): 3 clusters
  Score: Raw -1025241.435471 + Penalty 2948.399162 = -1022293.036309
  nChanged 38
		SP:Iteration 39Q (91752.990000 sec): 3 clusters
  Score: Raw -1025252.551334 + Penalty 2948.399162 = -1022304.152172
  nChanged 40
		SP:Iteration 40F (91753.210000 sec): 3 clusters
  Score: Raw -1025264.730185 + Penalty 2948.399162 = -1022316.331023
  nChanged 44
		SP:Iteration 41Q (91753.390000 sec): 3 clusters
  Score: Raw -1025278.104072 + Penalty 2948.399162 = -1022329.704909
  nChanged 40
		SP:Iteration 42Q (91753.620000 sec): 3 clusters
  Score: Raw -1025288.345226 + Penalty 2948.399162 = -1022339.946064
  nChanged 36
		SP:Iteration 43Q (91753.790000 sec): 3 clusters
  Score: Raw -1025296.195749 + Penalty 2948.399162 = -1022347.796587
  nChanged 27
		SP:Iteration 44Q (91754.030000 sec): 3 clusters
  Score: Raw -1025305.233990 + Penalty 2948.399162 = -1022356.834828
  nChanged 29
		SP:Iteration 45Q (91754.200000 sec): 3 clusters
  Score: Raw -1025312.795190 + Penalty 2948.399162 = -1022364.396028
  nChanged 26
		SP:Iteration 46Q (91754.420000 sec): 3 clusters
  Score: Raw -1025318.960416 + Penalty 2948.399162 = -1022370.561254
  nChanged 21
		SP:Iteration 47Q (91754.640000 sec): 3 clusters
  Score: Raw -1025323.284496 + Penalty 2948.399162 = -1022374.885334
  nChanged 20
		SP:Iteration 48Q (91754.860000 sec): 3 clusters
  Score: Raw -1025326.609476 + Penalty 2948.399162 = -1022378.210313
  nChanged 15
		SP:Iteration 49Q (91755.060000 sec): 3 clusters
  Score: Raw -1025329.699760 + Penalty 2948.399162 = -1022381.300598
  nChanged 14
		SP:Iteration 50Q (91755.300000 sec): 3 clusters
  Score: Raw -1025332.481836 + Penalty 2948.399162 = -1022384.082674
  nChanged 11
		SP:Iteration 51Q (91755.490000 sec): 3 clusters
  Score: Raw -1025334.206871 + Penalty 2948.399162 = -1022385.807709
  nChanged 4
		SP:Iteration 52Q (91755.710000 sec): 3 clusters
  Score: Raw -1025334.750411 + Penalty 2948.399162 = -1022386.351249
  nChanged 6
		SP:Iteration 53Q (91755.910000 sec): 3 clusters
  Score: Raw -1025335.795397 + Penalty 2948.399162 = -1022387.396235
  nChanged 2
		SP:Iteration 54Q (91756.130000 sec): 3 clusters
  Score: Raw -1025336.526293 + Penalty 2948.399162 = -1022388.127131
  nChanged 5
		SP:Iteration 55Q (91756.370000 sec): 3 clusters
  Score: Raw -1025338.299507 + Penalty 2948.399162 = -1022389.900345
  nChanged 8
		SP:Iteration 56Q (91756.570000 sec): 3 clusters
  Score: Raw -1025339.920519 + Penalty 2948.399162 = -1022391.521357
  nChanged 9
		SP:Iteration 57Q (91756.760000 sec): 3 clusters
  Score: Raw -1025341.725588 + Penalty 2948.399162 = -1022393.326426
  nChanged 3
		SP:Iteration 58Q (91756.960000 sec): 3 clusters
  Score: Raw -1025342.044911 + Penalty 2948.399162 = -1022393.645749
  nChanged 3
		SP:Iteration 59Q (91757.160000 sec): 3 clusters
  Score: Raw -1025342.419300 + Penalty 2948.399162 = -1022394.020138
  nChanged 1
		SP:Iteration 60F (91757.380000 sec): 3 clusters
  Score: Raw -1025342.552475 + Penalty 2948.399162 = -1022394.153312
  nChanged 1
		SP:Iteration 61Q (91757.590000 sec): 3 clusters
  Score: Raw -1025342.643296 + Penalty 2948.399162 = -1022394.244134
  nChanged 1
		SP:Iteration 62Q (91757.780000 sec): 3 clusters
  Score: Raw -1025342.848649 + Penalty 2948.399162 = -1022394.449487
  nChanged 1
		SP:Iteration 63Q (91758.000000 sec): 3 clusters
  Score: Raw -1025342.894057 + Penalty 2948.399162 = -1022394.494894
  nChanged 0
		SP:Iteration 64F (91758.200000 sec): 3 clusters
  Score: Raw -1025342.894057 + Penalty 2948.399162 = -1022394.494894
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (12577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91758.380000 sec): 2 clusters
  Score: Raw -1387967.987561 + Penalty 1533.939067 = -1386434.048494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91758.570000 sec): 3 clusters
  Score: Raw -1380701.717911 + Penalty 3067.878134 = -1377633.839777
  nChanged 5541
		SP:Iteration 1F (91758.820000 sec): 3 clusters
  Score: Raw -1384007.176710 + Penalty 3067.878134 = -1380939.298576
  nChanged 915
		SP:Iteration 2F (91759.060000 sec): 3 clusters
  Score: Raw -1384610.507571 + Penalty 3067.878134 = -1381542.629437
  nChanged 885
		SP:Iteration 3F (91759.310000 sec): 3 clusters
  Score: Raw -1385235.747131 + Penalty 3067.878134 = -1382167.868996
  nChanged 877
		SP:Iteration 4F (91759.500000 sec): 3 clusters
  Score: Raw -1385862.384258 + Penalty 3067.878134 = -1382794.506124
  nChanged 805
		SP:Iteration 5F (91759.720000 sec): 3 clusters
  Score: Raw -1386393.227839 + Penalty 3067.878134 = -1383325.349705
  nChanged 712
		SP:Iteration 6F (91759.940000 sec): 3 clusters
  Score: Raw -1386838.942440 + Penalty 3067.878134 = -1383771.064306
  nChanged 553
		SP:Iteration 7Q (91760.200000 sec): 3 clusters
  Score: Raw -1387124.374750 + Penalty 3067.878134 = -1384056.496615
  nChanged 451
		SP:Iteration 8Q (91760.430000 sec): 3 clusters
  Score: Raw -1387337.411722 + Penalty 3067.878134 = -1384269.533588
  nChanged 311
		SP:Iteration 9Q (91760.620000 sec): 3 clusters
  Score: Raw -1387451.575726 + Penalty 3067.878134 = -1384383.697592
  nChanged 227
		SP:Iteration 10Q (91760.840000 sec): 3 clusters
  Score: Raw -1387518.792500 + Penalty 3067.878134 = -1384450.914366
  nChanged 181
		SP:Iteration 11Q (91761.070000 sec): 3 clusters
  Score: Raw -1387567.392167 + Penalty 3067.878134 = -1384499.514033
  nChanged 162
		SP:Iteration 12Q (91761.290000 sec): 3 clusters
  Score: Raw -1387607.324313 + Penalty 3067.878134 = -1384539.446179
  nChanged 137
		SP:Iteration 13Q (91761.530000 sec): 3 clusters
  Score: Raw -1387642.675193 + Penalty 3067.878134 = -1384574.797059
  nChanged 151
		SP:Iteration 14Q (91761.760000 sec): 3 clusters
  Score: Raw -1387679.551292 + Penalty 3067.878134 = -1384611.673158
  nChanged 110
		SP:Iteration 15Q (91761.970000 sec): 3 clusters
  Score: Raw -1387701.339894 + Penalty 3067.878134 = -1384633.461760
  nChanged 93
		SP:Iteration 16Q (91762.200000 sec): 3 clusters
  Score: Raw -1387722.355134 + Penalty 3067.878134 = -1384654.477000
  nChanged 105
		SP:Iteration 17Q (91762.420000 sec): 3 clusters
  Score: Raw -1387745.615202 + Penalty 3067.878134 = -1384677.737068
  nChanged 86
		SP:Iteration 18Q (91762.670000 sec): 3 clusters
  Score: Raw -1387761.490951 + Penalty 3067.878134 = -1384693.612817
  nChanged 87
		SP:Iteration 19Q (91762.850000 sec): 3 clusters
  Score: Raw -1387778.432451 + Penalty 3067.878134 = -1384710.554317
  nChanged 85
		SP:Iteration 20F (91763.070000 sec): 3 clusters
  Score: Raw -1387795.646605 + Penalty 3067.878134 = -1384727.768471
  nChanged 81
		SP:Iteration 21Q (91763.310000 sec): 3 clusters
  Score: Raw -1387815.372513 + Penalty 3067.878134 = -1384747.494379
  nChanged 77
		SP:Iteration 22Q (91763.510000 sec): 3 clusters
  Score: Raw -1387832.139878 + Penalty 3067.878134 = -1384764.261744
  nChanged 76
		SP:Iteration 23Q (91763.720000 sec): 3 clusters
  Score: Raw -1387849.394948 + Penalty 3067.878134 = -1384781.516814
  nChanged 88
		SP:Iteration 24Q (91763.990000 sec): 3 clusters
  Score: Raw -1387870.131328 + Penalty 3067.878134 = -1384802.253193
  nChanged 82
		SP:Iteration 25Q (91764.220000 sec): 3 clusters
  Score: Raw -1387889.687250 + Penalty 3067.878134 = -1384821.809116
  nChanged 90
		SP:Iteration 26Q (91764.430000 sec): 3 clusters
  Score: Raw -1387912.100043 + Penalty 3067.878134 = -1384844.221908
  nChanged 89
		SP:Iteration 27Q (91764.650000 sec): 3 clusters
  Score: Raw -1387935.992405 + Penalty 3067.878134 = -1384868.114271
  nChanged 96
		SP:Iteration 28Q (91764.890000 sec): 3 clusters
  Score: Raw -1387961.893338 + Penalty 3067.878134 = -1384894.015204
  nChanged 97
		SP:Iteration 29Q (91765.120000 sec): 3 clusters
  Score: Raw -1387986.706986 + Penalty 3067.878134 = -1384918.828852
  nChanged 94
		SP:Iteration 30Q (91765.350000 sec): 3 clusters
  Score: Raw -1388007.926872 + Penalty 3067.878134 = -1384940.048738
  nChanged 96
		SP:Iteration 31Q (91765.590000 sec): 3 clusters
  Score: Raw -1388033.963495 + Penalty 3067.878134 = -1384966.085361
  nChanged 96
		SP:Iteration 32Q (91765.810000 sec): 3 clusters
  Score: Raw -1388058.407356 + Penalty 3067.878134 = -1384990.529222
  nChanged 89
		SP:Iteration 33Q (91766.040000 sec): 3 clusters
  Score: Raw -1388081.829315 + Penalty 3067.878134 = -1385013.951181
  nChanged 101
		SP:Iteration 34Q (91766.270000 sec): 3 clusters
  Score: Raw -1388112.079280 + Penalty 3067.878134 = -1385044.201146
  nChanged 101
		SP:Iteration 35Q (91766.490000 sec): 3 clusters
  Score: Raw -1388146.334283 + Penalty 3067.878134 = -1385078.456149
  nChanged 115
		SP:Iteration 36Q (91766.730000 sec): 3 clusters
  Score: Raw -1388182.474194 + Penalty 3067.878134 = -1385114.596060
  nChanged 96
		SP:Iteration 37Q (91766.950000 sec): 3 clusters
  Score: Raw -1388211.655929 + Penalty 3067.878134 = -1385143.777794
  nChanged 98
		SP:Iteration 38Q (91767.170000 sec): 3 clusters
  Score: Raw -1388247.372205 + Penalty 3067.878134 = -1385179.494070
  nChanged 104
		SP:Iteration 39Q (91767.420000 sec): 3 clusters
  Score: Raw -1388293.791252 + Penalty 3067.878134 = -1385225.913118
  nChanged 112
		SP:Iteration 40F (91767.600000 sec): 3 clusters
  Score: Raw -1388339.472897 + Penalty 3067.878134 = -1385271.594763
  nChanged 107
		SP:Iteration 41Q (91767.830000 sec): 3 clusters
  Score: Raw -1388379.219831 + Penalty 3067.878134 = -1385311.341697
  nChanged 95
		SP:Iteration 42Q (91768.020000 sec): 3 clusters
  Score: Raw -1388412.478654 + Penalty 3067.878134 = -1385344.600520
  nChanged 77
		SP:Iteration 43Q (91768.260000 sec): 3 clusters
  Score: Raw -1388440.523244 + Penalty 3067.878134 = -1385372.645110
  nChanged 56
		SP:Iteration 44Q (91768.500000 sec): 3 clusters
  Score: Raw -1388460.831034 + Penalty 3067.878134 = -1385392.952900
  nChanged 45
		SP:Iteration 45Q (91768.680000 sec): 3 clusters
  Score: Raw -1388477.867470 + Penalty 3067.878134 = -1385409.989336
  nChanged 38
		SP:Iteration 46Q (91768.900000 sec): 3 clusters
  Score: Raw -1388491.669560 + Penalty 3067.878134 = -1385423.791426
  nChanged 29
		SP:Iteration 47Q (91769.140000 sec): 3 clusters
  Score: Raw -1388502.891407 + Penalty 3067.878134 = -1385435.013273
  nChanged 33
		SP:Iteration 48Q (91769.360000 sec): 3 clusters
  Score: Raw -1388516.333795 + Penalty 3067.878134 = -1385448.455661
  nChanged 40
		SP:Iteration 49Q (91769.580000 sec): 3 clusters
  Score: Raw -1388535.272395 + Penalty 3067.878134 = -1385467.394261
  nChanged 36
		SP:Iteration 50Q (91769.810000 sec): 3 clusters
  Score: Raw -1388547.231991 + Penalty 3067.878134 = -1385479.353857
  nChanged 29
		SP:Iteration 51Q (91770.000000 sec): 3 clusters
  Score: Raw -1388557.464590 + Penalty 3067.878134 = -1385489.586456
  nChanged 22
		SP:Iteration 52Q (91770.200000 sec): 3 clusters
  Score: Raw -1388566.315466 + Penalty 3067.878134 = -1385498.437332
  nChanged 21
		SP:Iteration 53Q (91770.400000 sec): 3 clusters
  Score: Raw -1388574.150026 + Penalty 3067.878134 = -1385506.271892
  nChanged 32
		SP:Iteration 54Q (91770.600000 sec): 3 clusters
  Score: Raw -1388583.641839 + Penalty 3067.878134 = -1385515.763705
  nChanged 31
		SP:Iteration 55Q (91770.820000 sec): 3 clusters
  Score: Raw -1388590.881389 + Penalty 3067.878134 = -1385523.003255
  nChanged 16
		SP:Iteration 56Q (91771.060000 sec): 3 clusters
  Score: Raw -1388594.607763 + Penalty 3067.878134 = -1385526.729629
  nChanged 21
		SP:Iteration 57Q (91771.300000 sec): 3 clusters
  Score: Raw -1388599.110340 + Penalty 3067.878134 = -1385531.232206
  nChanged 17
		SP:Iteration 58Q (91771.500000 sec): 3 clusters
  Score: Raw -1388602.691949 + Penalty 3067.878134 = -1385534.813815
  nChanged 16
		SP:Iteration 59Q (91771.730000 sec): 3 clusters
  Score: Raw -1388606.348843 + Penalty 3067.878134 = -1385538.470709
  nChanged 7
		SP:Iteration 60F (91771.980000 sec): 3 clusters
  Score: Raw -1388607.910811 + Penalty 3067.878134 = -1385540.032677
  nChanged 9
		SP:Iteration 61Q (91772.190000 sec): 3 clusters
  Score: Raw -1388609.696042 + Penalty 3067.878134 = -1385541.817908
  nChanged 8
		SP:Iteration 62Q (91772.410000 sec): 3 clusters
  Score: Raw -1388611.741757 + Penalty 3067.878134 = -1385543.863622
  nChanged 9
		SP:Iteration 63Q (91772.670000 sec): 3 clusters
  Score: Raw -1388612.955975 + Penalty 3067.878134 = -1385545.077841
  nChanged 4
		SP:Iteration 64Q (91772.860000 sec): 3 clusters
  Score: Raw -1388613.571968 + Penalty 3067.878134 = -1385545.693834
  nChanged 2
		SP:Iteration 65Q (91773.100000 sec): 3 clusters
  Score: Raw -1388613.922258 + Penalty 3067.878134 = -1385546.044124
  nChanged 3
		SP:Iteration 66Q (91773.340000 sec): 3 clusters
  Score: Raw -1388614.454934 + Penalty 3067.878134 = -1385546.576800
  nChanged 5
		SP:Iteration 67Q (91773.560000 sec): 3 clusters
  Score: Raw -1388615.463162 + Penalty 3067.878134 = -1385547.585028
  nChanged 5
		SP:Iteration 68Q (91773.740000 sec): 3 clusters
  Score: Raw -1388616.787537 + Penalty 3067.878134 = -1385548.909403
  nChanged 5
		SP:Iteration 69Q (91773.920000 sec): 3 clusters
  Score: Raw -1388618.062137 + Penalty 3067.878134 = -1385550.184003
  nChanged 3
		SP:Iteration 70Q (91774.140000 sec): 3 clusters
  Score: Raw -1388618.927852 + Penalty 3067.878134 = -1385551.049718
  nChanged 3
		SP:Iteration 71Q (91774.410000 sec): 3 clusters
  Score: Raw -1388619.740754 + Penalty 3067.878134 = -1385551.862620
  nChanged 5
		SP:Iteration 72Q (91774.590000 sec): 3 clusters
  Score: Raw -1388621.129868 + Penalty 3067.878134 = -1385553.251734
  nChanged 11
		SP:Iteration 73Q (91774.830000 sec): 3 clusters
  Score: Raw -1388624.532871 + Penalty 3067.878134 = -1385556.654737
  nChanged 15
		SP:Iteration 74Q (91775.030000 sec): 3 clusters
  Score: Raw -1388629.891403 + Penalty 3067.878134 = -1385562.013269
  nChanged 11
		SP:Iteration 75Q (91775.290000 sec): 3 clusters
  Score: Raw -1388632.901071 + Penalty 3067.878134 = -1385565.022936
  nChanged 6
		SP:Iteration 76Q (91775.500000 sec): 3 clusters
  Score: Raw -1388634.099538 + Penalty 3067.878134 = -1385566.221404
  nChanged 3
		SP:Iteration 77Q (91775.690000 sec): 3 clusters
  Score: Raw -1388634.507115 + Penalty 3067.878134 = -1385566.628981
  nChanged 2
		SP:Iteration 78Q (91775.930000 sec): 3 clusters
  Score: Raw -1388634.636150 + Penalty 3067.878134 = -1385566.758016
  nChanged 1
		SP:Iteration 79Q (91776.130000 sec): 3 clusters
  Score: Raw -1388634.807673 + Penalty 3067.878134 = -1385566.929539
  nChanged 2
		SP:Iteration 80F (91776.390000 sec): 3 clusters
  Score: Raw -1388634.984897 + Penalty 3067.878134 = -1385567.106763
  nChanged 2
		SP:Iteration 81Q (91776.600000 sec): 3 clusters
  Score: Raw -1388635.206653 + Penalty 3067.878134 = -1385567.328519
  nChanged 2
		SP:Iteration 82Q (91776.800000 sec): 3 clusters
  Score: Raw -1388635.331603 + Penalty 3067.878134 = -1385567.453468
  nChanged 2
		SP:Iteration 83Q (91777.020000 sec): 3 clusters
  Score: Raw -1388635.531984 + Penalty 3067.878134 = -1385567.653850
  nChanged 2
		SP:Iteration 84Q (91777.190000 sec): 3 clusters
  Score: Raw -1388635.916996 + Penalty 3067.878134 = -1385568.038861
  nChanged 1
		SP:Iteration 85Q (91777.460000 sec): 3 clusters
  Score: Raw -1388636.086059 + Penalty 3067.878134 = -1385568.207925
  nChanged 0
		SP:Iteration 86F (91777.670000 sec): 3 clusters
  Score: Raw -1388636.086059 + Penalty 3067.878134 = -1385568.207925
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91777.810000 sec): 2 clusters
  Score: Raw -1593988.200727 + Penalty 1545.435269 = -1592442.765458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91778.090000 sec): 3 clusters
  Score: Raw -1586167.815073 + Penalty 3090.870538 = -1583076.944534
  nChanged 5953
		SP:Iteration 1F (91778.300000 sec): 3 clusters
  Score: Raw -1589532.064653 + Penalty 3090.870538 = -1586441.194115
  nChanged 822
		SP:Iteration 2F (91778.560000 sec): 3 clusters
  Score: Raw -1589941.715381 + Penalty 3090.870538 = -1586850.844843
  nChanged 835
		SP:Iteration 3F (91778.740000 sec): 3 clusters
  Score: Raw -1590394.149195 + Penalty 3090.870538 = -1587303.278657
  nChanged 854
		SP:Iteration 4F (91778.970000 sec): 3 clusters
  Score: Raw -1590914.232829 + Penalty 3090.870538 = -1587823.362291
  nChanged 892
		SP:Iteration 5F (91779.200000 sec): 3 clusters
  Score: Raw -1591499.935232 + Penalty 3090.870538 = -1588409.064693
  nChanged 824
		SP:Iteration 6F (91779.460000 sec): 3 clusters
  Score: Raw -1592086.215176 + Penalty 3090.870538 = -1588995.344638
  nChanged 725
		SP:Iteration 7F (91779.650000 sec): 3 clusters
  Score: Raw -1592585.592714 + Penalty 3090.870538 = -1589494.722175
  nChanged 584
		SP:Iteration 8Q (91779.900000 sec): 3 clusters
  Score: Raw -1592977.883786 + Penalty 3090.870538 = -1589887.013248
  nChanged 447
		SP:Iteration 9Q (91780.100000 sec): 3 clusters
  Score: Raw -1593260.591139 + Penalty 3090.870538 = -1590169.720601
  nChanged 366
		SP:Iteration 10Q (91780.350000 sec): 3 clusters
  Score: Raw -1593486.158665 + Penalty 3090.870538 = -1590395.288126
  nChanged 264
		SP:Iteration 11Q (91780.580000 sec): 3 clusters
  Score: Raw -1593654.408784 + Penalty 3090.870538 = -1590563.538246
  nChanged 210
		SP:Iteration 12Q (91780.830000 sec): 3 clusters
  Score: Raw -1593792.747664 + Penalty 3090.870538 = -1590701.877126
  nChanged 170
		SP:Iteration 13Q (91781.070000 sec): 3 clusters
  Score: Raw -1593907.039112 + Penalty 3090.870538 = -1590816.168573
  nChanged 124
		SP:Iteration 14Q (91781.290000 sec): 3 clusters
  Score: Raw -1594001.455293 + Penalty 3090.870538 = -1590910.584755
  nChanged 105
		SP:Iteration 15Q (91781.520000 sec): 3 clusters
  Score: Raw -1594084.273407 + Penalty 3090.870538 = -1590993.402869
  nChanged 79
		SP:Iteration 16Q (91781.720000 sec): 3 clusters
  Score: Raw -1594139.681863 + Penalty 3090.870538 = -1591048.811324
  nChanged 56
		SP:Iteration 17Q (91781.960000 sec): 3 clusters
  Score: Raw -1594176.906857 + Penalty 3090.870538 = -1591086.036318
  nChanged 34
		SP:Iteration 18Q (91782.180000 sec): 3 clusters
  Score: Raw -1594203.606652 + Penalty 3090.870538 = -1591112.736113
  nChanged 30
		SP:Iteration 19Q (91782.420000 sec): 3 clusters
  Score: Raw -1594230.380966 + Penalty 3090.870538 = -1591139.510427
  nChanged 23
		SP:Iteration 20F (91782.640000 sec): 3 clusters
  Score: Raw -1594250.885428 + Penalty 3090.870538 = -1591160.014890
  nChanged 18
		SP:Iteration 21Q (91782.880000 sec): 3 clusters
  Score: Raw -1594262.002072 + Penalty 3090.870538 = -1591171.131534
  nChanged 14
		SP:Iteration 22Q (91783.060000 sec): 3 clusters
  Score: Raw -1594271.186789 + Penalty 3090.870538 = -1591180.316250
  nChanged 14
		SP:Iteration 23Q (91783.330000 sec): 3 clusters
  Score: Raw -1594281.324222 + Penalty 3090.870538 = -1591190.453683
  nChanged 17
		SP:Iteration 24Q (91783.570000 sec): 3 clusters
  Score: Raw -1594291.868506 + Penalty 3090.870538 = -1591200.997967
  nChanged 7
		SP:Iteration 25Q (91783.770000 sec): 3 clusters
  Score: Raw -1594297.016264 + Penalty 3090.870538 = -1591206.145725
  nChanged 9
		SP:Iteration 26Q (91784.020000 sec): 3 clusters
  Score: Raw -1594305.512041 + Penalty 3090.870538 = -1591214.641502
  nChanged 11
		SP:Iteration 27Q (91784.260000 sec): 3 clusters
  Score: Raw -1594312.825323 + Penalty 3090.870538 = -1591221.954785
  nChanged 5
		SP:Iteration 28Q (91784.490000 sec): 3 clusters
  Score: Raw -1594316.978726 + Penalty 3090.870538 = -1591226.108188
  nChanged 4
		SP:Iteration 29Q (91784.690000 sec): 3 clusters
  Score: Raw -1594319.708777 + Penalty 3090.870538 = -1591228.838238
  nChanged 4
		SP:Iteration 30Q (91784.920000 sec): 3 clusters
  Score: Raw -1594324.077668 + Penalty 3090.870538 = -1591233.207129
  nChanged 6
		SP:Iteration 31Q (91785.140000 sec): 3 clusters
  Score: Raw -1594330.798704 + Penalty 3090.870538 = -1591239.928166
  nChanged 3
		SP:Iteration 32Q (91785.410000 sec): 3 clusters
  Score: Raw -1594332.459834 + Penalty 3090.870538 = -1591241.589295
  nChanged 1
		SP:Iteration 33Q (91785.600000 sec): 3 clusters
  Score: Raw -1594333.760906 + Penalty 3090.870538 = -1591242.890367
  nChanged 5
		SP:Iteration 34Q (91785.830000 sec): 3 clusters
  Score: Raw -1594337.201730 + Penalty 3090.870538 = -1591246.331192
  nChanged 3
		SP:Iteration 35Q (91786.050000 sec): 3 clusters
  Score: Raw -1594338.812079 + Penalty 3090.870538 = -1591247.941541
  nChanged 1
		SP:Iteration 36Q (91786.310000 sec): 3 clusters
  Score: Raw -1594339.908251 + Penalty 3090.870538 = -1591249.037713
  nChanged 2
		SP:Iteration 37Q (91786.590000 sec): 3 clusters
  Score: Raw -1594341.333604 + Penalty 3090.870538 = -1591250.463065
  nChanged 4
		SP:Iteration 38Q (91786.800000 sec): 3 clusters
  Score: Raw -1594342.961730 + Penalty 3090.870538 = -1591252.091192
  nChanged 2
		SP:Iteration 39Q (91787.030000 sec): 3 clusters
  Score: Raw -1594343.584083 + Penalty 3090.870538 = -1591252.713544
  nChanged 1
		SP:Iteration 40F (91787.260000 sec): 3 clusters
  Score: Raw -1594343.994253 + Penalty 3090.870538 = -1591253.123715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (22783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91787.470000 sec): 2 clusters
  Score: Raw -2647111.907627 + Penalty 1630.487612 = -2645481.420015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91787.790000 sec): 3 clusters
  Score: Raw -2633333.062399 + Penalty 3260.975225 = -2630072.087174
  nChanged 10399
		SP:Iteration 1F (91788.070000 sec): 3 clusters
  Score: Raw -2639229.789263 + Penalty 3260.975225 = -2635968.814038
  nChanged 1256
		SP:Iteration 2F (91788.350000 sec): 3 clusters
  Score: Raw -2639750.665437 + Penalty 3260.975225 = -2636489.690213
  nChanged 1191
		SP:Iteration 3F (91788.620000 sec): 3 clusters
  Score: Raw -2640284.779832 + Penalty 3260.975225 = -2637023.804607
  nChanged 1150
		SP:Iteration 4F (91788.870000 sec): 3 clusters
  Score: Raw -2640869.697971 + Penalty 3260.975225 = -2637608.722746
  nChanged 1190
		SP:Iteration 5F (91789.180000 sec): 3 clusters
  Score: Raw -2641548.411780 + Penalty 3260.975225 = -2638287.436555
  nChanged 1245
		SP:Iteration 6F (91789.400000 sec): 3 clusters
  Score: Raw -2642346.598899 + Penalty 3260.975225 = -2639085.623674
  nChanged 1186
		SP:Iteration 7F (91789.670000 sec): 3 clusters
  Score: Raw -2643178.350303 + Penalty 3260.975225 = -2639917.375078
  nChanged 1128
		SP:Iteration 8Q (91789.950000 sec): 3 clusters
  Score: Raw -2643947.931441 + Penalty 3260.975225 = -2640686.956216
  nChanged 945
		SP:Iteration 9Q (91790.250000 sec): 3 clusters
  Score: Raw -2644524.753950 + Penalty 3260.975225 = -2641263.778725
  nChanged 751
		SP:Iteration 10Q (91790.530000 sec): 3 clusters
  Score: Raw -2644911.443112 + Penalty 3260.975225 = -2641650.467887
  nChanged 573
		SP:Iteration 11Q (91790.790000 sec): 3 clusters
  Score: Raw -2645179.761622 + Penalty 3260.975225 = -2641918.786397
  nChanged 465
		SP:Iteration 12Q (91791.080000 sec): 3 clusters
  Score: Raw -2645385.214532 + Penalty 3260.975225 = -2642124.239307
  nChanged 404
		SP:Iteration 13Q (91791.310000 sec): 3 clusters
  Score: Raw -2645559.861860 + Penalty 3260.975225 = -2642298.886635
  nChanged 357
		SP:Iteration 14Q (91791.580000 sec): 3 clusters
  Score: Raw -2645709.620400 + Penalty 3260.975225 = -2642448.645175
  nChanged 323
		SP:Iteration 15Q (91791.830000 sec): 3 clusters
  Score: Raw -2645838.883346 + Penalty 3260.975225 = -2642577.908121
  nChanged 307
		SP:Iteration 16Q (91792.110000 sec): 3 clusters
  Score: Raw -2645960.904059 + Penalty 3260.975225 = -2642699.928834
  nChanged 297
		SP:Iteration 17Q (91792.350000 sec): 3 clusters
  Score: Raw -2646083.013170 + Penalty 3260.975225 = -2642822.037945
  nChanged 312
		SP:Iteration 18Q (91792.640000 sec): 3 clusters
  Score: Raw -2646234.077111 + Penalty 3260.975225 = -2642973.101887
  nChanged 300
		SP:Iteration 19Q (91792.870000 sec): 3 clusters
  Score: Raw -2646372.104746 + Penalty 3260.975225 = -2643111.129522
  nChanged 290
		SP:Iteration 20F (91793.150000 sec): 3 clusters
  Score: Raw -2646513.512100 + Penalty 3260.975225 = -2643252.536875
  nChanged 279
		SP:Iteration 21Q (91793.450000 sec): 3 clusters
  Score: Raw -2646651.775307 + Penalty 3260.975225 = -2643390.800082
  nChanged 238
		SP:Iteration 22Q (91793.700000 sec): 3 clusters
  Score: Raw -2646785.153045 + Penalty 3260.975225 = -2643524.177821
  nChanged 227
		SP:Iteration 23Q (91793.980000 sec): 3 clusters
  Score: Raw -2646915.059944 + Penalty 3260.975225 = -2643654.084720
  nChanged 198
		SP:Iteration 24Q (91794.170000 sec): 3 clusters
  Score: Raw -2647021.543311 + Penalty 3260.975225 = -2643760.568086
  nChanged 170
		SP:Iteration 25Q (91794.440000 sec): 3 clusters
  Score: Raw -2647116.060656 + Penalty 3260.975225 = -2643855.085431
  nChanged 137
		SP:Iteration 26Q (91794.710000 sec): 3 clusters
  Score: Raw -2647192.503177 + Penalty 3260.975225 = -2643931.527952
  nChanged 107
		SP:Iteration 27Q (91794.960000 sec): 3 clusters
  Score: Raw -2647250.336661 + Penalty 3260.975225 = -2643989.361436
  nChanged 97
		SP:Iteration 28Q (91795.280000 sec): 3 clusters
  Score: Raw -2647298.672653 + Penalty 3260.975225 = -2644037.697428
  nChanged 84
		SP:Iteration 29Q (91795.540000 sec): 3 clusters
  Score: Raw -2647338.649618 + Penalty 3260.975225 = -2644077.674393
  nChanged 64
		SP:Iteration 30Q (91795.770000 sec): 3 clusters
  Score: Raw -2647363.475618 + Penalty 3260.975225 = -2644102.500393
  nChanged 41
		SP:Iteration 31Q (91796.040000 sec): 3 clusters
  Score: Raw -2647378.849069 + Penalty 3260.975225 = -2644117.873845
  nChanged 35
		SP:Iteration 32Q (91796.260000 sec): 3 clusters
  Score: Raw -2647392.256012 + Penalty 3260.975225 = -2644131.280787
  nChanged 30
		SP:Iteration 33Q (91796.560000 sec): 3 clusters
  Score: Raw -2647403.048131 + Penalty 3260.975225 = -2644142.072906
  nChanged 23
		SP:Iteration 34Q (91796.800000 sec): 3 clusters
  Score: Raw -2647413.799382 + Penalty 3260.975225 = -2644152.824157
  nChanged 21
		SP:Iteration 35Q (91797.050000 sec): 3 clusters
  Score: Raw -2647423.752425 + Penalty 3260.975225 = -2644162.777200
  nChanged 26
		SP:Iteration 36Q (91797.360000 sec): 3 clusters
  Score: Raw -2647436.091609 + Penalty 3260.975225 = -2644175.116384
  nChanged 23
		SP:Iteration 37Q (91797.580000 sec): 3 clusters
  Score: Raw -2647443.313785 + Penalty 3260.975225 = -2644182.338560
  nChanged 13
		SP:Iteration 38Q (91797.860000 sec): 3 clusters
  Score: Raw -2647449.948484 + Penalty 3260.975225 = -2644188.973259
  nChanged 20
		SP:Iteration 39Q (91798.120000 sec): 3 clusters
  Score: Raw -2647458.490730 + Penalty 3260.975225 = -2644197.515505
  nChanged 12
		SP:Iteration 40F (91798.370000 sec): 3 clusters
  Score: Raw -2647462.393073 + Penalty 3260.975225 = -2644201.417848
  nChanged 12
		SP:Iteration 41Q (91798.650000 sec): 3 clusters
  Score: Raw -2647465.951170 + Penalty 3260.975225 = -2644204.975945
  nChanged 6
		SP:Iteration 42Q (91798.900000 sec): 3 clusters
  Score: Raw -2647467.897397 + Penalty 3260.975225 = -2644206.922172
  nChanged 7
		SP:Iteration 43Q (91799.180000 sec): 3 clusters
  Score: Raw -2647469.760366 + Penalty 3260.975225 = -2644208.785141
  nChanged 8
		SP:Iteration 44Q (91799.420000 sec): 3 clusters
  Score: Raw -2647473.076196 + Penalty 3260.975225 = -2644212.100971
  nChanged 8
		SP:Iteration 45Q (91799.690000 sec): 3 clusters
  Score: Raw -2647475.648019 + Penalty 3260.975225 = -2644214.672794
  nChanged 7
		SP:Iteration 46Q (91800.000000 sec): 3 clusters
  Score: Raw -2647479.723315 + Penalty 3260.975225 = -2644218.748090
  nChanged 8
		SP:Iteration 47Q (91800.270000 sec): 3 clusters
  Score: Raw -2647483.434239 + Penalty 3260.975225 = -2644222.459014
  nChanged 9
		SP:Iteration 48Q (91800.510000 sec): 3 clusters
  Score: Raw -2647486.464283 + Penalty 3260.975225 = -2644225.489058
  nChanged 6
		SP:Iteration 49Q (91800.740000 sec): 3 clusters
  Score: Raw -2647488.122082 + Penalty 3260.975225 = -2644227.146857
  nChanged 5
		SP:Iteration 50Q (91801.040000 sec): 3 clusters
  Score: Raw -2647490.176246 + Penalty 3260.975225 = -2644229.201021
  nChanged 5
		SP:Iteration 51Q (91801.290000 sec): 3 clusters
  Score: Raw -2647492.718033 + Penalty 3260.975225 = -2644231.742808
  nChanged 8
		SP:Iteration 52Q (91801.530000 sec): 3 clusters
  Score: Raw -2647495.790261 + Penalty 3260.975225 = -2644234.815036
  nChanged 7
		SP:Iteration 53Q (91801.780000 sec): 3 clusters
  Score: Raw -2647498.543014 + Penalty 3260.975225 = -2644237.567789
  nChanged 5
		SP:Iteration 54Q (91802.050000 sec): 3 clusters
  Score: Raw -2647502.423129 + Penalty 3260.975225 = -2644241.447904
  nChanged 7
		SP:Iteration 55Q (91802.360000 sec): 3 clusters
  Score: Raw -2647506.273945 + Penalty 3260.975225 = -2644245.298720
  nChanged 7
		SP:Iteration 56Q (91802.650000 sec): 3 clusters
  Score: Raw -2647509.698292 + Penalty 3260.975225 = -2644248.723067
  nChanged 9
		SP:Iteration 57Q (91802.910000 sec): 3 clusters
  Score: Raw -2647512.202198 + Penalty 3260.975225 = -2644251.226973
  nChanged 3
		SP:Iteration 58Q (91803.210000 sec): 3 clusters
  Score: Raw -2647513.111180 + Penalty 3260.975225 = -2644252.135955
  nChanged 2
		SP:Iteration 59Q (91803.520000 sec): 3 clusters
  Score: Raw -2647513.533525 + Penalty 3260.975225 = -2644252.558300
  nChanged 3
		SP:Iteration 60F (91803.760000 sec): 3 clusters
  Score: Raw -2647514.800849 + Penalty 3260.975225 = -2644253.825624
  nChanged 1
		SP:Iteration 61Q (91804.050000 sec): 3 clusters
  Score: Raw -2647515.229127 + Penalty 3260.975225 = -2644254.253902
  nChanged 1
		SP:Iteration 62Q (91804.350000 sec): 3 clusters
  Score: Raw -2647515.943999 + Penalty 3260.975225 = -2644254.968774
  nChanged 1
		SP:Iteration 63Q (91804.630000 sec): 3 clusters
  Score: Raw -2647516.550157 + Penalty 3260.975225 = -2644255.574933
  nChanged 0
		SP:Iteration 64F (91804.890000 sec): 3 clusters
  Score: Raw -2647516.550157 + Penalty 3260.975225 = -2644255.574933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (122216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91805.560000 sec): 2 clusters
  Score: Raw -15066943.164084 + Penalty 1903.451103 = -15065039.712981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91806.230000 sec): 3 clusters
  Score: Raw -14987004.798609 + Penalty 3806.902206 = -14983197.896403
  nChanged 58509
		SP:Iteration 1F (91806.870000 sec): 3 clusters
  Score: Raw -15020795.010702 + Penalty 3806.902206 = -15016988.108496
  nChanged 3380
		SP:Iteration 2Q (91807.560000 sec): 3 clusters
  Score: Raw -15021546.361401 + Penalty 3806.902206 = -15017739.459194
  nChanged 3694
		SP:Iteration 3Q (91808.240000 sec): 3 clusters
  Score: Raw -15022529.711372 + Penalty 3806.902206 = -15018722.809166
  nChanged 4157
		SP:Iteration 4Q (91808.900000 sec): 3 clusters
  Score: Raw -15023861.966523 + Penalty 3806.902206 = -15020055.064317
  nChanged 4841
		SP:Iteration 5Q (91809.590000 sec): 3 clusters
  Score: Raw -15025811.062537 + Penalty 3806.902206 = -15022004.160330
  nChanged 5974
		SP:Iteration 6Q (91810.260000 sec): 3 clusters
  Score: Raw -15028816.627802 + Penalty 3806.902206 = -15025009.725595
  nChanged 7293
		SP:Iteration 7F (91810.930000 sec): 3 clusters
  Score: Raw -15033200.478679 + Penalty 3806.902206 = -15029393.576472
  nChanged 8133
		SP:Iteration 8F (91811.620000 sec): 3 clusters
  Score: Raw -15038896.169427 + Penalty 3806.902206 = -15035089.267221
  nChanged 8550
		SP:Iteration 9F (91812.300000 sec): 3 clusters
  Score: Raw -15045660.010662 + Penalty 3806.902206 = -15041853.108456
  nChanged 8132
		SP:Iteration 10F (91812.960000 sec): 3 clusters
  Score: Raw -15052518.677811 + Penalty 3806.902206 = -15048711.775605
  nChanged 6461
		SP:Iteration 11F (91813.640000 sec): 3 clusters
  Score: Raw -15058080.393430 + Penalty 3806.902206 = -15054273.491223
  nChanged 4658
		SP:Iteration 12Q (91814.340000 sec): 3 clusters
  Score: Raw -15062097.466529 + Penalty 3806.902206 = -15058290.564322
  nChanged 2918
		SP:Iteration 13Q (91815.030000 sec): 3 clusters
  Score: Raw -15064586.630720 + Penalty 3806.902206 = -15060779.728513
  nChanged 1607
		SP:Iteration 14Q (91815.740000 sec): 3 clusters
  Score: Raw -15065925.332388 + Penalty 3806.902206 = -15062118.430182
  nChanged 748
		SP:Iteration 15Q (91816.450000 sec): 3 clusters
  Score: Raw -15066556.477256 + Penalty 3806.902206 = -15062749.575050
  nChanged 307
		SP:Iteration 16Q (91817.110000 sec): 3 clusters
  Score: Raw -15066836.782359 + Penalty 3806.902206 = -15063029.880152
  nChanged 135
		SP:Iteration 17Q (91817.770000 sec): 3 clusters
  Score: Raw -15066970.610101 + Penalty 3806.902206 = -15063163.707895
  nChanged 74
		SP:Iteration 18Q (91818.430000 sec): 3 clusters
  Score: Raw -15067048.506586 + Penalty 3806.902206 = -15063241.604380
  nChanged 37
		SP:Iteration 19Q (91819.080000 sec): 3 clusters
  Score: Raw -15067097.616636 + Penalty 3806.902206 = -15063290.714430
  nChanged 25
		SP:Iteration 20F (91819.770000 sec): 3 clusters
  Score: Raw -15067127.499447 + Penalty 3806.902206 = -15063320.597241
  nChanged 17
		SP:Iteration 21Q (91820.360000 sec): 3 clusters
  Score: Raw -15067143.687102 + Penalty 3806.902206 = -15063336.784896
  nChanged 11
		SP:Iteration 22Q (91820.990000 sec): 3 clusters
  Score: Raw -15067152.776794 + Penalty 3806.902206 = -15063345.874588
  nChanged 6
		SP:Iteration 23Q (91821.620000 sec): 3 clusters
  Score: Raw -15067157.398582 + Penalty 3806.902206 = -15063350.496375
  nChanged 4
		SP:Iteration 24Q (91822.210000 sec): 3 clusters
  Score: Raw -15067163.932829 + Penalty 3806.902206 = -15063357.030623
  nChanged 1
		SP:Iteration 25Q (91822.770000 sec): 3 clusters
  Score: Raw -15067164.892533 + Penalty 3806.902206 = -15063357.990327
  nChanged 1
		SP:Iteration 26Q (91823.370000 sec): 3 clusters
  Score: Raw -15067165.689696 + Penalty 3806.902206 = -15063358.787490
  nChanged 3
		SP:Iteration 27Q (91823.960000 sec): 3 clusters
  Score: Raw -15067170.440246 + Penalty 3806.902206 = -15063363.538040
  nChanged 4
		SP:Iteration 28Q (91824.550000 sec): 3 clusters
  Score: Raw -15067173.156564 + Penalty 3806.902206 = -15063366.254358
  nChanged 0
		SP:Iteration 29F (91825.210000 sec): 3 clusters
  Score: Raw -15067173.156564 + Penalty 3806.902206 = -15063366.254358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (5870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91825.380000 sec): 2 clusters
  Score: Raw -695798.669720 + Penalty 1410.111611 = -694388.558109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91825.580000 sec): 3 clusters
  Score: Raw -692693.847028 + Penalty 2820.223222 = -689873.623806
  nChanged 2463
		SP:Iteration 1F (91825.760000 sec): 3 clusters
  Score: Raw -694056.713327 + Penalty 2820.223222 = -691236.490105
  nChanged 438
		SP:Iteration 2F (91825.950000 sec): 3 clusters
  Score: Raw -694317.166971 + Penalty 2820.223222 = -691496.943749
  nChanged 347
		SP:Iteration 3F (91826.140000 sec): 3 clusters
  Score: Raw -694541.605552 + Penalty 2820.223222 = -691721.382330
  nChanged 316
		SP:Iteration 4F (91826.360000 sec): 3 clusters
  Score: Raw -694753.843341 + Penalty 2820.223222 = -691933.620119
  nChanged 313
		SP:Iteration 5F (91826.570000 sec): 3 clusters
  Score: Raw -694961.899107 + Penalty 2820.223222 = -692141.675886
  nChanged 280
		SP:Iteration 6Q (91826.770000 sec): 3 clusters
  Score: Raw -695155.284605 + Penalty 2820.223222 = -692335.061383
  nChanged 277
		SP:Iteration 7Q (91826.940000 sec): 3 clusters
  Score: Raw -695315.772416 + Penalty 2820.223222 = -692495.549194
  nChanged 215
		SP:Iteration 8Q (91827.170000 sec): 3 clusters
  Score: Raw -695425.009080 + Penalty 2820.223222 = -692604.785859
  nChanged 178
		SP:Iteration 9Q (91827.340000 sec): 3 clusters
  Score: Raw -695510.360747 + Penalty 2820.223222 = -692690.137525
  nChanged 148
		SP:Iteration 10Q (91827.550000 sec): 3 clusters
  Score: Raw -695570.040225 + Penalty 2820.223222 = -692749.817004
  nChanged 115
		SP:Iteration 11Q (91827.750000 sec): 3 clusters
  Score: Raw -695614.557867 + Penalty 2820.223222 = -692794.334645
  nChanged 89
		SP:Iteration 12Q (91827.950000 sec): 3 clusters
  Score: Raw -695646.028826 + Penalty 2820.223222 = -692825.805604
  nChanged 81
		SP:Iteration 13Q (91828.160000 sec): 3 clusters
  Score: Raw -695678.516981 + Penalty 2820.223222 = -692858.293759
  nChanged 80
		SP:Iteration 14Q (91828.320000 sec): 3 clusters
  Score: Raw -695705.353215 + Penalty 2820.223222 = -692885.129993
  nChanged 60
		SP:Iteration 15Q (91828.530000 sec): 3 clusters
  Score: Raw -695728.445075 + Penalty 2820.223222 = -692908.221854
  nChanged 50
		SP:Iteration 16Q (91828.720000 sec): 3 clusters
  Score: Raw -695742.236534 + Penalty 2820.223222 = -692922.013312
  nChanged 48
		SP:Iteration 17Q (91828.940000 sec): 3 clusters
  Score: Raw -695757.147384 + Penalty 2820.223222 = -692936.924162
  nChanged 46
		SP:Iteration 18Q (91829.110000 sec): 3 clusters
  Score: Raw -695770.270291 + Penalty 2820.223222 = -692950.047069
  nChanged 40
		SP:Iteration 19Q (91829.320000 sec): 3 clusters
  Score: Raw -695779.923829 + Penalty 2820.223222 = -692959.700607
  nChanged 33
		SP:Iteration 20F (91829.510000 sec): 3 clusters
  Score: Raw -695789.009726 + Penalty 2820.223222 = -692968.786505
  nChanged 31
		SP:Iteration 21Q (91829.710000 sec): 3 clusters
  Score: Raw -695797.230527 + Penalty 2820.223222 = -692977.007305
  nChanged 34
		SP:Iteration 22Q (91829.860000 sec): 3 clusters
  Score: Raw -695805.921029 + Penalty 2820.223222 = -692985.697807
  nChanged 30
		SP:Iteration 23Q (91830.020000 sec): 3 clusters
  Score: Raw -695812.999084 + Penalty 2820.223222 = -692992.775862
  nChanged 32
		SP:Iteration 24Q (91830.220000 sec): 3 clusters
  Score: Raw -695821.121827 + Penalty 2820.223222 = -693000.898606
  nChanged 29
		SP:Iteration 25Q (91830.430000 sec): 3 clusters
  Score: Raw -695828.814270 + Penalty 2820.223222 = -693008.591049
  nChanged 36
		SP:Iteration 26Q (91830.600000 sec): 3 clusters
  Score: Raw -695838.869824 + Penalty 2820.223222 = -693018.646603
  nChanged 27
		SP:Iteration 27Q (91830.780000 sec): 3 clusters
  Score: Raw -695846.058991 + Penalty 2820.223222 = -693025.835769
  nChanged 25
		SP:Iteration 28Q (91831.000000 sec): 3 clusters
  Score: Raw -695851.985666 + Penalty 2820.223222 = -693031.762444
  nChanged 16
		SP:Iteration 29Q (91831.200000 sec): 3 clusters
  Score: Raw -695856.071096 + Penalty 2820.223222 = -693035.847874
  nChanged 20
		SP:Iteration 30Q (91831.370000 sec): 3 clusters
  Score: Raw -695860.312165 + Penalty 2820.223222 = -693040.088944
  nChanged 12
		SP:Iteration 31Q (91831.530000 sec): 3 clusters
  Score: Raw -695863.306324 + Penalty 2820.223222 = -693043.083103
  nChanged 12
		SP:Iteration 32Q (91831.740000 sec): 3 clusters
  Score: Raw -695865.980271 + Penalty 2820.223222 = -693045.757050
  nChanged 19
		SP:Iteration 33Q (91831.960000 sec): 3 clusters
  Score: Raw -695870.852802 + Penalty 2820.223222 = -693050.629580
  nChanged 20
		SP:Iteration 34Q (91832.120000 sec): 3 clusters
  Score: Raw -695875.329659 + Penalty 2820.223222 = -693055.106437
  nChanged 17
		SP:Iteration 35Q (91832.280000 sec): 3 clusters
  Score: Raw -695879.951050 + Penalty 2820.223222 = -693059.727828
  nChanged 20
		SP:Iteration 36Q (91832.520000 sec): 3 clusters
  Score: Raw -695885.292960 + Penalty 2820.223222 = -693065.069738
  nChanged 19
		SP:Iteration 37Q (91832.720000 sec): 3 clusters
  Score: Raw -695890.023607 + Penalty 2820.223222 = -693069.800386
  nChanged 19
		SP:Iteration 38Q (91832.900000 sec): 3 clusters
  Score: Raw -695894.459860 + Penalty 2820.223222 = -693074.236639
  nChanged 19
		SP:Iteration 39Q (91833.120000 sec): 3 clusters
  Score: Raw -695898.440735 + Penalty 2820.223222 = -693078.217513
  nChanged 19
		SP:Iteration 40F (91833.300000 sec): 3 clusters
  Score: Raw -695902.375610 + Penalty 2820.223222 = -693082.152389
  nChanged 14
		SP:Iteration 41Q (91833.500000 sec): 3 clusters
  Score: Raw -695904.601642 + Penalty 2820.223222 = -693084.378420
  nChanged 7
		SP:Iteration 42Q (91833.690000 sec): 3 clusters
  Score: Raw -695905.890205 + Penalty 2820.223222 = -693085.666984
  nChanged 7
		SP:Iteration 43Q (91833.860000 sec): 3 clusters
  Score: Raw -695907.120260 + Penalty 2820.223222 = -693086.897038
  nChanged 8
		SP:Iteration 44Q (91834.130000 sec): 3 clusters
  Score: Raw -695909.750233 + Penalty 2820.223222 = -693089.527012
  nChanged 5
		SP:Iteration 45Q (91834.300000 sec): 3 clusters
  Score: Raw -695911.426290 + Penalty 2820.223222 = -693091.203068
  nChanged 12
		SP:Iteration 46Q (91834.540000 sec): 3 clusters
  Score: Raw -695913.865009 + Penalty 2820.223222 = -693093.641787
  nChanged 7
		SP:Iteration 47Q (91834.710000 sec): 3 clusters
  Score: Raw -695915.529547 + Penalty 2820.223222 = -693095.306325
  nChanged 8
		SP:Iteration 48Q (91834.880000 sec): 3 clusters
  Score: Raw -695917.103075 + Penalty 2820.223222 = -693096.879853
  nChanged 8
		SP:Iteration 49Q (91835.110000 sec): 3 clusters
  Score: Raw -695919.438034 + Penalty 2820.223222 = -693099.214812
  nChanged 10
		SP:Iteration 50Q (91835.300000 sec): 3 clusters
  Score: Raw -695921.580653 + Penalty 2820.223222 = -693101.357431
  nChanged 6
		SP:Iteration 51Q (91835.480000 sec): 3 clusters
  Score: Raw -695922.743664 + Penalty 2820.223222 = -693102.520442
  nChanged 4
		SP:Iteration 52Q (91835.700000 sec): 3 clusters
  Score: Raw -695923.827917 + Penalty 2820.223222 = -693103.604696
  nChanged 4
		SP:Iteration 53Q (91835.890000 sec): 3 clusters
  Score: Raw -695925.532605 + Penalty 2820.223222 = -693105.309384
  nChanged 5
		SP:Iteration 54Q (91836.090000 sec): 3 clusters
  Score: Raw -695927.656910 + Penalty 2820.223222 = -693107.433689
  nChanged 6
		SP:Iteration 55Q (91836.270000 sec): 3 clusters
  Score: Raw -695929.730762 + Penalty 2820.223222 = -693109.507540
  nChanged 6
		SP:Iteration 56Q (91836.480000 sec): 3 clusters
  Score: Raw -695931.038487 + Penalty 2820.223222 = -693110.815266
  nChanged 6
		SP:Iteration 57Q (91836.670000 sec): 3 clusters
  Score: Raw -695932.526776 + Penalty 2820.223222 = -693112.303554
  nChanged 2
		SP:Iteration 58Q (91836.890000 sec): 3 clusters
  Score: Raw -695933.077862 + Penalty 2820.223222 = -693112.854640
  nChanged 1
		SP:Iteration 59Q (91837.070000 sec): 3 clusters
  Score: Raw -695933.168449 + Penalty 2820.223222 = -693112.945227
  nChanged 1
		SP:Iteration 60F (91837.260000 sec): 3 clusters
  Score: Raw -695933.447430 + Penalty 2820.223222 = -693113.224209
  nChanged 3
		SP:Iteration 61Q (91837.450000 sec): 3 clusters
  Score: Raw -695933.938374 + Penalty 2820.223222 = -693113.715152
  nChanged 2
		SP:Iteration 62Q (91837.640000 sec): 3 clusters
  Score: Raw -695934.259247 + Penalty 2820.223222 = -693114.036026
  nChanged 1
		SP:Iteration 63Q (91837.890000 sec): 3 clusters
  Score: Raw -695934.450330 + Penalty 2820.223222 = -693114.227109
  nChanged 0
		SP:Iteration 64F (91838.040000 sec): 3 clusters
  Score: Raw -695934.450330 + Penalty 2820.223222 = -693114.227109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (2832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91838.160000 sec): 2 clusters
  Score: Raw -331448.492289 + Penalty 1291.669999 = -330156.822290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91838.340000 sec): 3 clusters
  Score: Raw -330096.025893 + Penalty 2583.339998 = -327512.685895
  nChanged 1073
		SP:Iteration 1F (91838.500000 sec): 3 clusters
  Score: Raw -330763.073458 + Penalty 2583.339998 = -328179.733460
  nChanged 223
		SP:Iteration 2F (91838.700000 sec): 3 clusters
  Score: Raw -330924.824277 + Penalty 2583.339998 = -328341.484279
  nChanged 163
		SP:Iteration 3F (91838.860000 sec): 3 clusters
  Score: Raw -331046.981851 + Penalty 2583.339998 = -328463.641853
  nChanged 134
		SP:Iteration 4Q (91839.050000 sec): 3 clusters
  Score: Raw -331157.608334 + Penalty 2583.339998 = -328574.268337
  nChanged 127
		SP:Iteration 5Q (91839.270000 sec): 3 clusters
  Score: Raw -331262.036687 + Penalty 2583.339998 = -328678.696689
  nChanged 131
		SP:Iteration 6Q (91839.460000 sec): 3 clusters
  Score: Raw -331385.209426 + Penalty 2583.339998 = -328801.869428
  nChanged 145
		SP:Iteration 7F (91839.610000 sec): 3 clusters
  Score: Raw -331521.955141 + Penalty 2583.339998 = -328938.615143
  nChanged 118
		SP:Iteration 8Q (91839.780000 sec): 3 clusters
  Score: Raw -331619.105994 + Penalty 2583.339998 = -329035.765997
  nChanged 114
		SP:Iteration 9Q (91839.960000 sec): 3 clusters
  Score: Raw -331714.016343 + Penalty 2583.339998 = -329130.676345
  nChanged 96
		SP:Iteration 10Q (91840.180000 sec): 3 clusters
  Score: Raw -331796.742348 + Penalty 2583.339998 = -329213.402350
  nChanged 88
		SP:Iteration 11Q (91840.340000 sec): 3 clusters
  Score: Raw -331884.222460 + Penalty 2583.339998 = -329300.882462
  nChanged 74
		SP:Iteration 12Q (91840.540000 sec): 3 clusters
  Score: Raw -331938.927208 + Penalty 2583.339998 = -329355.587211
  nChanged 51
		SP:Iteration 13Q (91840.740000 sec): 3 clusters
  Score: Raw -331981.704651 + Penalty 2583.339998 = -329398.364654
  nChanged 54
		SP:Iteration 14Q (91840.910000 sec): 3 clusters
  Score: Raw -332026.063791 + Penalty 2583.339998 = -329442.723793
  nChanged 51
		SP:Iteration 15Q (91841.110000 sec): 3 clusters
  Score: Raw -332072.542745 + Penalty 2583.339998 = -329489.202747
  nChanged 50
		SP:Iteration 16Q (91841.300000 sec): 3 clusters
  Score: Raw -332115.474880 + Penalty 2583.339998 = -329532.134883
  nChanged 39
		SP:Iteration 17Q (91841.470000 sec): 3 clusters
  Score: Raw -332141.733759 + Penalty 2583.339998 = -329558.393761
  nChanged 24
		SP:Iteration 18Q (91841.640000 sec): 3 clusters
  Score: Raw -332155.064302 + Penalty 2583.339998 = -329571.724304
  nChanged 16
		SP:Iteration 19Q (91841.780000 sec): 3 clusters
  Score: Raw -332162.891723 + Penalty 2583.339998 = -329579.551726
  nChanged 18
		SP:Iteration 20F (91841.980000 sec): 3 clusters
  Score: Raw -332173.625616 + Penalty 2583.339998 = -329590.285618
  nChanged 20
		SP:Iteration 21Q (91842.160000 sec): 3 clusters
  Score: Raw -332185.655012 + Penalty 2583.339998 = -329602.315014
  nChanged 21
		SP:Iteration 22Q (91842.360000 sec): 3 clusters
  Score: Raw -332193.922033 + Penalty 2583.339998 = -329610.582035
  nChanged 12
		SP:Iteration 23Q (91842.520000 sec): 3 clusters
  Score: Raw -332198.512009 + Penalty 2583.339998 = -329615.172011
  nChanged 6
		SP:Iteration 24Q (91842.720000 sec): 3 clusters
  Score: Raw -332199.548243 + Penalty 2583.339998 = -329616.208245
  nChanged 1
		SP:Iteration 25Q (91842.940000 sec): 3 clusters
  Score: Raw -332199.863007 + Penalty 2583.339998 = -329616.523010
  nChanged 2
		SP:Iteration 26Q (91843.110000 sec): 3 clusters
  Score: Raw -332200.388631 + Penalty 2583.339998 = -329617.048633
  nChanged 1
		SP:Iteration 27Q (91843.280000 sec): 3 clusters
  Score: Raw -332200.686474 + Penalty 2583.339998 = -329617.346476
  nChanged 1
		SP:Iteration 28Q (91843.470000 sec): 3 clusters
  Score: Raw -332200.918238 + Penalty 2583.339998 = -329617.578241
  nChanged 1
		SP:Iteration 29Q (91843.620000 sec): 3 clusters
  Score: Raw -332201.209225 + Penalty 2583.339998 = -329617.869227
  nChanged 0
		SP:Iteration 30F (91843.820000 sec): 3 clusters
  Score: Raw -332201.209225 + Penalty 2583.339998 = -329617.869227
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91843.900000 sec): 2 clusters
  Score: Raw -68868.869482 + Penalty 1034.271998 = -67834.597484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91844.040000 sec): 3 clusters
  Score: Raw -68784.646990 + Penalty 2068.543996 = -66716.102994
  nChanged 156
		SP:Iteration 1F (91844.230000 sec): 3 clusters
  Score: Raw -69021.930799 + Penalty 2068.543996 = -66953.386803
  nChanged 38
		SP:Iteration 2F (91844.360000 sec): 3 clusters
  Score: Raw -69146.709363 + Penalty 2068.543996 = -67078.165367
  nChanged 25
		SP:Iteration 3Q (91844.520000 sec): 3 clusters
  Score: Raw -69226.298292 + Penalty 2068.543996 = -67157.754296
  nChanged 21
		SP:Iteration 4Q (91844.720000 sec): 3 clusters
  Score: Raw -69277.038249 + Penalty 2068.543996 = -67208.494253
  nChanged 17
		SP:Iteration 5Q (91844.930000 sec): 3 clusters
  Score: Raw -69320.674460 + Penalty 2068.543996 = -67252.130464
  nChanged 13
		SP:Iteration 6Q (91845.100000 sec): 3 clusters
  Score: Raw -69341.480268 + Penalty 2068.543996 = -67272.936272
  nChanged 10
		SP:Iteration 7Q (91845.220000 sec): 3 clusters
  Score: Raw -69355.221493 + Penalty 2068.543996 = -67286.677497
  nChanged 6
		SP:Iteration 8Q (91845.380000 sec): 3 clusters
  Score: Raw -69364.116534 + Penalty 2068.543996 = -67295.572539
  nChanged 9
		SP:Iteration 9Q (91845.590000 sec): 3 clusters
  Score: Raw -69375.724756 + Penalty 2068.543996 = -67307.180760
  nChanged 4
		SP:Iteration 10Q (91845.760000 sec): 3 clusters
  Score: Raw -69380.063517 + Penalty 2068.543996 = -67311.519521
  nChanged 2
		SP:Iteration 11Q (91845.910000 sec): 3 clusters
  Score: Raw -69383.343109 + Penalty 2068.543996 = -67314.799113
  nChanged 3
		SP:Iteration 12Q (91846.110000 sec): 3 clusters
  Score: Raw -69386.622125 + Penalty 2068.543996 = -67318.078129
  nChanged 1
		SP:Iteration 13Q (91846.310000 sec): 3 clusters
  Score: Raw -69387.906527 + Penalty 2068.543996 = -67319.362531
  nChanged 3
		SP:Iteration 14Q (91846.450000 sec): 3 clusters
  Score: Raw -69392.831880 + Penalty 2068.543996 = -67324.287884
  nChanged 3
		SP:Iteration 15Q (91846.680000 sec): 3 clusters
  Score: Raw -69396.095834 + Penalty 2068.543996 = -67327.551838
  nChanged 2
		SP:Iteration 16Q (91846.850000 sec): 3 clusters
  Score: Raw -69397.558144 + Penalty 2068.543996 = -67329.014148
  nChanged 2
		SP:Iteration 17Q (91847.010000 sec): 3 clusters
  Score: Raw -69400.470584 + Penalty 2068.543996 = -67331.926588
  nChanged 3
		SP:Iteration 18Q (91847.200000 sec): 3 clusters
  Score: Raw -69404.104112 + Penalty 2068.543996 = -67335.560116
  nChanged 1
		SP:Iteration 19Q (91847.360000 sec): 3 clusters
  Score: Raw -69404.941431 + Penalty 2068.543996 = -67336.397435
  nChanged 1
		SP:Iteration 20F (91847.510000 sec): 3 clusters
  Score: Raw -69406.347297 + Penalty 2068.543996 = -67337.803301
  nChanged 2
		SP:Iteration 21Q (91847.690000 sec): 3 clusters
  Score: Raw -69408.449020 + Penalty 2068.543996 = -67339.905024
  nChanged 1
		SP:Iteration 22Q (91847.910000 sec): 3 clusters
  Score: Raw -69413.777684 + Penalty 2068.543996 = -67345.233688
  nChanged 1
		SP:Iteration 23Q (91848.060000 sec): 3 clusters
  Score: Raw -69414.850303 + Penalty 2068.543996 = -67346.306307
  nChanged 1
		SP:Iteration 24Q (91848.240000 sec): 3 clusters
  Score: Raw -69415.657286 + Penalty 2068.543996 = -67347.113290
  nChanged 0
		SP:Iteration 25F (91848.440000 sec): 3 clusters
  Score: Raw -69415.657286 + Penalty 2068.543996 = -67347.113290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91848.540000 sec): 2 clusters
  Score: Raw -38786.233591 + Penalty 960.944238 = -37825.289352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91848.720000 sec): 3 clusters
  Score: Raw -38856.915257 + Penalty 1921.888477 = -36935.026780
  nChanged 85
		SP:Iteration 1F (91848.890000 sec): 3 clusters
  Score: Raw -39162.350147 + Penalty 1921.888477 = -37240.461670
  nChanged 37
		SP:Iteration 2F (91849.090000 sec): 3 clusters
  Score: Raw -39285.522144 + Penalty 1921.888477 = -37363.633667
  nChanged 13
		SP:Iteration 3Q (91849.250000 sec): 3 clusters
  Score: Raw -39328.283784 + Penalty 1921.888477 = -37406.395307
  nChanged 10
		SP:Iteration 4Q (91849.390000 sec): 3 clusters
  Score: Raw -39358.609503 + Penalty 1921.888477 = -37436.721026
  nChanged 6
		SP:Iteration 5Q (91849.560000 sec): 3 clusters
  Score: Raw -39379.853797 + Penalty 1921.888477 = -37457.965320
  nChanged 7
		SP:Iteration 6Q (91849.710000 sec): 3 clusters
  Score: Raw -39403.009512 + Penalty 1921.888477 = -37481.121035
  nChanged 5
		SP:Iteration 7Q (91849.910000 sec): 3 clusters
  Score: Raw -39415.480588 + Penalty 1921.888477 = -37493.592111
  nChanged 2
		SP:Iteration 8Q (91850.110000 sec): 3 clusters
  Score: Raw -39420.251224 + Penalty 1921.888477 = -37498.362747
  nChanged 1
		SP:Iteration 9Q (91850.290000 sec): 3 clusters
  Score: Raw -39423.522318 + Penalty 1921.888477 = -37501.633841
  nChanged 1
		SP:Iteration 10Q (91850.450000 sec): 3 clusters
  Score: Raw -39425.506175 + Penalty 1921.888477 = -37503.617699
  nChanged 2
		SP:Iteration 11Q (91850.620000 sec): 3 clusters
  Score: Raw -39440.693889 + Penalty 1921.888477 = -37518.805412
  nChanged 6
		SP:Iteration 12Q (91850.800000 sec): 3 clusters
  Score: Raw -39468.570741 + Penalty 1921.888477 = -37546.682264
  nChanged 3
		SP:Iteration 13Q (91851.000000 sec): 3 clusters
  Score: Raw -39484.031304 + Penalty 1921.888477 = -37562.142828
  nChanged 2
		SP:Iteration 14Q (91851.090000 sec): 3 clusters
  Score: Raw -39487.699571 + Penalty 1921.888477 = -37565.811094
  nChanged 1
		SP:Iteration 15Q (91851.260000 sec): 3 clusters
  Score: Raw -39491.214481 + Penalty 1921.888477 = -37569.326004
  nChanged 2
		SP:Iteration 16Q (91851.430000 sec): 3 clusters
  Score: Raw -39495.759379 + Penalty 1921.888477 = -37573.870903
  nChanged 2
		SP:Iteration 17Q (91851.620000 sec): 3 clusters
  Score: Raw -39499.444961 + Penalty 1921.888477 = -37577.556484
  nChanged 1
		SP:Iteration 18Q (91851.790000 sec): 3 clusters
  Score: Raw -39503.408138 + Penalty 1921.888477 = -37581.519661
  nChanged 0
		SP:Iteration 19F (91851.950000 sec): 3 clusters
  Score: Raw -39503.408138 + Penalty 1921.888477 = -37581.519661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (11308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91852.130000 sec): 2 clusters
  Score: Raw -1343717.395190 + Penalty 1516.655679 = -1342200.739510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91852.350000 sec): 3 clusters
  Score: Raw -1337203.053125 + Penalty 3033.311359 = -1334169.741766
  nChanged 4959
		SP:Iteration 1F (91852.590000 sec): 3 clusters
  Score: Raw -1339970.309983 + Penalty 3033.311359 = -1336936.998624
  nChanged 696
		SP:Iteration 2F (91852.830000 sec): 3 clusters
  Score: Raw -1340274.017282 + Penalty 3033.311359 = -1337240.705923
  nChanged 591
		SP:Iteration 3F (91853.030000 sec): 3 clusters
  Score: Raw -1340561.390340 + Penalty 3033.311359 = -1337528.078981
  nChanged 575
		SP:Iteration 4F (91853.270000 sec): 3 clusters
  Score: Raw -1340932.761513 + Penalty 3033.311359 = -1337899.450155
  nChanged 607
		SP:Iteration 5F (91853.480000 sec): 3 clusters
  Score: Raw -1341381.526125 + Penalty 3033.311359 = -1338348.214766
  nChanged 616
		SP:Iteration 6F (91853.690000 sec): 3 clusters
  Score: Raw -1341809.264967 + Penalty 3033.311359 = -1338775.953609
  nChanged 596
		SP:Iteration 7F (91853.970000 sec): 3 clusters
  Score: Raw -1342246.814833 + Penalty 3033.311359 = -1339213.503475
  nChanged 592
		SP:Iteration 8F (91854.200000 sec): 3 clusters
  Score: Raw -1342673.725835 + Penalty 3033.311359 = -1339640.414477
  nChanged 470
		SP:Iteration 9Q (91854.400000 sec): 3 clusters
  Score: Raw -1342965.705944 + Penalty 3033.311359 = -1339932.394585
  nChanged 394
		SP:Iteration 10Q (91854.610000 sec): 3 clusters
  Score: Raw -1343195.500266 + Penalty 3033.311359 = -1340162.188907
  nChanged 337
		SP:Iteration 11Q (91854.870000 sec): 3 clusters
  Score: Raw -1343389.929756 + Penalty 3033.311359 = -1340356.618398
  nChanged 287
		SP:Iteration 12Q (91855.090000 sec): 3 clusters
  Score: Raw -1343525.129285 + Penalty 3033.311359 = -1340491.817926
  nChanged 273
		SP:Iteration 13Q (91855.310000 sec): 3 clusters
  Score: Raw -1343636.902409 + Penalty 3033.311359 = -1340603.591050
  nChanged 202
		SP:Iteration 14Q (91855.530000 sec): 3 clusters
  Score: Raw -1343712.438436 + Penalty 3033.311359 = -1340679.127077
  nChanged 204
		SP:Iteration 15Q (91855.730000 sec): 3 clusters
  Score: Raw -1343782.922107 + Penalty 3033.311359 = -1340749.610748
  nChanged 170
		SP:Iteration 16Q (91855.930000 sec): 3 clusters
  Score: Raw -1343842.741740 + Penalty 3033.311359 = -1340809.430382
  nChanged 157
		SP:Iteration 17Q (91856.170000 sec): 3 clusters
  Score: Raw -1343896.986981 + Penalty 3033.311359 = -1340863.675622
  nChanged 138
		SP:Iteration 18Q (91856.340000 sec): 3 clusters
  Score: Raw -1343942.588135 + Penalty 3033.311359 = -1340909.276777
  nChanged 140
		SP:Iteration 19Q (91856.560000 sec): 3 clusters
  Score: Raw -1343983.164025 + Penalty 3033.311359 = -1340949.852666
  nChanged 127
		SP:Iteration 20F (91856.750000 sec): 3 clusters
  Score: Raw -1344016.447999 + Penalty 3033.311359 = -1340983.136641
  nChanged 126
		SP:Iteration 21Q (91856.970000 sec): 3 clusters
  Score: Raw -1344051.732825 + Penalty 3033.311359 = -1341018.421466
  nChanged 126
		SP:Iteration 22Q (91857.170000 sec): 3 clusters
  Score: Raw -1344095.465505 + Penalty 3033.311359 = -1341062.154146
  nChanged 122
		SP:Iteration 23Q (91857.390000 sec): 3 clusters
  Score: Raw -1344132.915885 + Penalty 3033.311359 = -1341099.604526
  nChanged 122
		SP:Iteration 24Q (91857.620000 sec): 3 clusters
  Score: Raw -1344173.837474 + Penalty 3033.311359 = -1341140.526115
  nChanged 131
		SP:Iteration 25Q (91857.840000 sec): 3 clusters
  Score: Raw -1344228.970522 + Penalty 3033.311359 = -1341195.659163
  nChanged 120
		SP:Iteration 26Q (91858.030000 sec): 3 clusters
  Score: Raw -1344282.285806 + Penalty 3033.311359 = -1341248.974447
  nChanged 120
		SP:Iteration 27Q (91858.230000 sec): 3 clusters
  Score: Raw -1344337.812548 + Penalty 3033.311359 = -1341304.501190
  nChanged 116
		SP:Iteration 28Q (91858.450000 sec): 3 clusters
  Score: Raw -1344386.954681 + Penalty 3033.311359 = -1341353.643323
  nChanged 105
		SP:Iteration 29Q (91858.670000 sec): 3 clusters
  Score: Raw -1344425.766393 + Penalty 3033.311359 = -1341392.455034
  nChanged 97
		SP:Iteration 30Q (91858.890000 sec): 3 clusters
  Score: Raw -1344463.489811 + Penalty 3033.311359 = -1341430.178452
  nChanged 77
		SP:Iteration 31Q (91859.140000 sec): 3 clusters
  Score: Raw -1344486.482223 + Penalty 3033.311359 = -1341453.170864
  nChanged 66
		SP:Iteration 32Q (91859.330000 sec): 3 clusters
  Score: Raw -1344506.564603 + Penalty 3033.311359 = -1341473.253245
  nChanged 55
		SP:Iteration 33Q (91859.570000 sec): 3 clusters
  Score: Raw -1344522.489697 + Penalty 3033.311359 = -1341489.178339
  nChanged 36
		SP:Iteration 34Q (91859.790000 sec): 3 clusters
  Score: Raw -1344531.763089 + Penalty 3033.311359 = -1341498.451730
  nChanged 35
		SP:Iteration 35Q (91860.030000 sec): 3 clusters
  Score: Raw -1344542.931928 + Penalty 3033.311359 = -1341509.620569
  nChanged 41
		SP:Iteration 36Q (91860.230000 sec): 3 clusters
  Score: Raw -1344553.835903 + Penalty 3033.311359 = -1341520.524545
  nChanged 29
		SP:Iteration 37Q (91860.440000 sec): 3 clusters
  Score: Raw -1344560.892346 + Penalty 3033.311359 = -1341527.580987
  nChanged 26
		SP:Iteration 38Q (91860.650000 sec): 3 clusters
  Score: Raw -1344565.795692 + Penalty 3033.311359 = -1341532.484334
  nChanged 21
		SP:Iteration 39Q (91860.860000 sec): 3 clusters
  Score: Raw -1344569.800187 + Penalty 3033.311359 = -1341536.488829
  nChanged 18
		SP:Iteration 40F (91861.110000 sec): 3 clusters
  Score: Raw -1344574.008210 + Penalty 3033.311359 = -1341540.696852
  nChanged 14
		SP:Iteration 41Q (91861.290000 sec): 3 clusters
  Score: Raw -1344577.286137 + Penalty 3033.311359 = -1341543.974779
  nChanged 10
		SP:Iteration 42Q (91861.490000 sec): 3 clusters
  Score: Raw -1344579.726281 + Penalty 3033.311359 = -1341546.414922
  nChanged 11
		SP:Iteration 43Q (91861.660000 sec): 3 clusters
  Score: Raw -1344582.064774 + Penalty 3033.311359 = -1341548.753416
  nChanged 11
		SP:Iteration 44Q (91861.890000 sec): 3 clusters
  Score: Raw -1344585.045023 + Penalty 3033.311359 = -1341551.733664
  nChanged 19
		SP:Iteration 45Q (91862.130000 sec): 3 clusters
  Score: Raw -1344590.768370 + Penalty 3033.311359 = -1341557.457011
  nChanged 14
		SP:Iteration 46Q (91862.290000 sec): 3 clusters
  Score: Raw -1344594.604428 + Penalty 3033.311359 = -1341561.293069
  nChanged 14
		SP:Iteration 47Q (91862.490000 sec): 3 clusters
  Score: Raw -1344597.385363 + Penalty 3033.311359 = -1341564.074004
  nChanged 12
		SP:Iteration 48Q (91862.760000 sec): 3 clusters
  Score: Raw -1344599.695932 + Penalty 3033.311359 = -1341566.384573
  nChanged 16
		SP:Iteration 49Q (91862.980000 sec): 3 clusters
  Score: Raw -1344604.004110 + Penalty 3033.311359 = -1341570.692751
  nChanged 13
		SP:Iteration 50Q (91863.160000 sec): 3 clusters
  Score: Raw -1344607.506711 + Penalty 3033.311359 = -1341574.195352
  nChanged 14
		SP:Iteration 51Q (91863.380000 sec): 3 clusters
  Score: Raw -1344610.415649 + Penalty 3033.311359 = -1341577.104290
  nChanged 12
		SP:Iteration 52Q (91863.620000 sec): 3 clusters
  Score: Raw -1344612.630416 + Penalty 3033.311359 = -1341579.319057
  nChanged 9
		SP:Iteration 53Q (91863.800000 sec): 3 clusters
  Score: Raw -1344613.988944 + Penalty 3033.311359 = -1341580.677585
  nChanged 7
		SP:Iteration 54Q (91864.060000 sec): 3 clusters
  Score: Raw -1344615.990559 + Penalty 3033.311359 = -1341582.679200
  nChanged 5
		SP:Iteration 55Q (91864.260000 sec): 3 clusters
  Score: Raw -1344616.922629 + Penalty 3033.311359 = -1341583.611271
  nChanged 8
		SP:Iteration 56Q (91864.500000 sec): 3 clusters
  Score: Raw -1344618.347779 + Penalty 3033.311359 = -1341585.036421
  nChanged 7
		SP:Iteration 57Q (91864.700000 sec): 3 clusters
  Score: Raw -1344619.476267 + Penalty 3033.311359 = -1341586.164908
  nChanged 10
		SP:Iteration 58Q (91864.930000 sec): 3 clusters
  Score: Raw -1344621.147775 + Penalty 3033.311359 = -1341587.836416
  nChanged 8
		SP:Iteration 59Q (91865.160000 sec): 3 clusters
  Score: Raw -1344623.060457 + Penalty 3033.311359 = -1341589.749098
  nChanged 7
		SP:Iteration 60F (91865.380000 sec): 3 clusters
  Score: Raw -1344624.570101 + Penalty 3033.311359 = -1341591.258742
  nChanged 8
		SP:Iteration 61Q (91865.590000 sec): 3 clusters
  Score: Raw -1344626.441467 + Penalty 3033.311359 = -1341593.130108
  nChanged 6
		SP:Iteration 62Q (91865.790000 sec): 3 clusters
  Score: Raw -1344627.411309 + Penalty 3033.311359 = -1341594.099950
  nChanged 3
		SP:Iteration 63Q (91866.040000 sec): 3 clusters
  Score: Raw -1344628.264219 + Penalty 3033.311359 = -1341594.952860
  nChanged 7
		SP:Iteration 64Q (91866.280000 sec): 3 clusters
  Score: Raw -1344629.512665 + Penalty 3033.311359 = -1341596.201307
  nChanged 1
		SP:Iteration 65Q (91866.500000 sec): 3 clusters
  Score: Raw -1344629.671520 + Penalty 3033.311359 = -1341596.360161
  nChanged 1
		SP:Iteration 66Q (91866.660000 sec): 3 clusters
  Score: Raw -1344630.000290 + Penalty 3033.311359 = -1341596.688932
  nChanged 0
		SP:Iteration 67F (91866.900000 sec): 3 clusters
  Score: Raw -1344630.000290 + Penalty 3033.311359 = -1341596.688932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (3818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91866.980000 sec): 2 clusters
  Score: Raw -447335.844378 + Penalty 1340.215826 = -445995.628552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91867.190000 sec): 3 clusters
  Score: Raw -445461.936379 + Penalty 2680.431651 = -442781.504727
  nChanged 1474
		SP:Iteration 1F (91867.370000 sec): 3 clusters
  Score: Raw -446363.660828 + Penalty 2680.431651 = -443683.229177
  nChanged 347
		SP:Iteration 2F (91867.570000 sec): 3 clusters
  Score: Raw -446646.887819 + Penalty 2680.431651 = -443966.456167
  nChanged 279
		SP:Iteration 3F (91867.720000 sec): 3 clusters
  Score: Raw -446911.821971 + Penalty 2680.431651 = -444231.390320
  nChanged 271
		SP:Iteration 4F (91867.940000 sec): 3 clusters
  Score: Raw -447199.853516 + Penalty 2680.431651 = -444519.421864
  nChanged 239
		SP:Iteration 5F (91868.100000 sec): 3 clusters
  Score: Raw -447422.725262 + Penalty 2680.431651 = -444742.293611
  nChanged 175
		SP:Iteration 6Q (91868.290000 sec): 3 clusters
  Score: Raw -447595.602423 + Penalty 2680.431651 = -444915.170771
  nChanged 141
		SP:Iteration 7Q (91868.440000 sec): 3 clusters
  Score: Raw -447704.421687 + Penalty 2680.431651 = -445023.990035
  nChanged 100
		SP:Iteration 8Q (91868.650000 sec): 3 clusters
  Score: Raw -447779.381149 + Penalty 2680.431651 = -445098.949498
  nChanged 65
		SP:Iteration 9Q (91868.820000 sec): 3 clusters
  Score: Raw -447823.705944 + Penalty 2680.431651 = -445143.274292
  nChanged 49
		SP:Iteration 10Q (91868.990000 sec): 3 clusters
  Score: Raw -447852.976698 + Penalty 2680.431651 = -445172.545047
  nChanged 40
		SP:Iteration 11Q (91869.160000 sec): 3 clusters
  Score: Raw -447871.873912 + Penalty 2680.431651 = -445191.442261
  nChanged 25
		SP:Iteration 12Q (91869.380000 sec): 3 clusters
  Score: Raw -447884.450807 + Penalty 2680.431651 = -445204.019156
  nChanged 22
		SP:Iteration 13Q (91869.540000 sec): 3 clusters
  Score: Raw -447893.754837 + Penalty 2680.431651 = -445213.323186
  nChanged 17
		SP:Iteration 14Q (91869.720000 sec): 3 clusters
  Score: Raw -447900.055146 + Penalty 2680.431651 = -445219.623494
  nChanged 13
		SP:Iteration 15Q (91869.900000 sec): 3 clusters
  Score: Raw -447904.597957 + Penalty 2680.431651 = -445224.166306
  nChanged 7
		SP:Iteration 16Q (91870.090000 sec): 3 clusters
  Score: Raw -447906.384246 + Penalty 2680.431651 = -445225.952595
  nChanged 6
		SP:Iteration 17Q (91870.250000 sec): 3 clusters
  Score: Raw -447907.977503 + Penalty 2680.431651 = -445227.545851
  nChanged 4
		SP:Iteration 18Q (91870.440000 sec): 3 clusters
  Score: Raw -447909.168353 + Penalty 2680.431651 = -445228.736702
  nChanged 2
		SP:Iteration 19Q (91870.600000 sec): 3 clusters
  Score: Raw -447909.793527 + Penalty 2680.431651 = -445229.361876
  nChanged 3
		SP:Iteration 20F (91870.770000 sec): 3 clusters
  Score: Raw -447910.292363 + Penalty 2680.431651 = -445229.860711
  nChanged 3
		SP:Iteration 21Q (91870.960000 sec): 3 clusters
  Score: Raw -447911.093287 + Penalty 2680.431651 = -445230.661635
  nChanged 3
		SP:Iteration 22Q (91871.160000 sec): 3 clusters
  Score: Raw -447911.750699 + Penalty 2680.431651 = -445231.319047
  nChanged 2
		SP:Iteration 23Q (91871.330000 sec): 3 clusters
  Score: Raw -447912.344334 + Penalty 2680.431651 = -445231.912682
  nChanged 3
		SP:Iteration 24Q (91871.510000 sec): 3 clusters
  Score: Raw -447913.052899 + Penalty 2680.431651 = -445232.621248
  nChanged 4
		SP:Iteration 25Q (91871.680000 sec): 3 clusters
  Score: Raw -447914.525555 + Penalty 2680.431651 = -445234.093903
  nChanged 5
		SP:Iteration 26Q (91871.870000 sec): 3 clusters
  Score: Raw -447916.333821 + Penalty 2680.431651 = -445235.902170
  nChanged 4
		SP:Iteration 27Q (91872.050000 sec): 3 clusters
  Score: Raw -447918.516862 + Penalty 2680.431651 = -445238.085211
  nChanged 2
		SP:Iteration 28Q (91872.230000 sec): 3 clusters
  Score: Raw -447919.219169 + Penalty 2680.431651 = -445238.787518
  nChanged 2
		SP:Iteration 29Q (91872.400000 sec): 3 clusters
  Score: Raw -447919.881826 + Penalty 2680.431651 = -445239.450174
  nChanged 3
		SP:Iteration 30Q (91872.590000 sec): 3 clusters
  Score: Raw -447920.636233 + Penalty 2680.431651 = -445240.204582
  nChanged 2
		SP:Iteration 31Q (91872.770000 sec): 3 clusters
  Score: Raw -447920.933832 + Penalty 2680.431651 = -445240.502181
  nChanged 1
		SP:Iteration 32Q (91872.950000 sec): 3 clusters
  Score: Raw -447921.135858 + Penalty 2680.431651 = -445240.704207
  nChanged 1
		SP:Iteration 33Q (91873.150000 sec): 3 clusters
  Score: Raw -447921.691170 + Penalty 2680.431651 = -445241.259519
  nChanged 0
		SP:Iteration 34F (91873.350000 sec): 3 clusters
  Score: Raw -447921.691170 + Penalty 2680.431651 = -445241.259519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (1541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91873.460000 sec): 2 clusters
  Score: Raw -169680.777653 + Penalty 1192.780361 = -168487.997292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91873.620000 sec): 3 clusters
  Score: Raw -169074.854168 + Penalty 2385.560721 = -166689.293447
  nChanged 522
		SP:Iteration 1F (91873.750000 sec): 3 clusters
  Score: Raw -169619.822879 + Penalty 2385.560721 = -167234.262157
  nChanged 147
		SP:Iteration 2F (91873.960000 sec): 3 clusters
  Score: Raw -169833.269130 + Penalty 2385.560721 = -167447.708409
  nChanged 106
		SP:Iteration 3F (91874.170000 sec): 3 clusters
  Score: Raw -169991.056889 + Penalty 2385.560721 = -167605.496168
  nChanged 80
		SP:Iteration 4F (91874.340000 sec): 3 clusters
  Score: Raw -170137.496214 + Penalty 2385.560721 = -167751.935492
  nChanged 76
		SP:Iteration 5Q (91874.530000 sec): 3 clusters
  Score: Raw -170258.347343 + Penalty 2385.560721 = -167872.786622
  nChanged 72
		SP:Iteration 6Q (91874.660000 sec): 3 clusters
  Score: Raw -170377.858834 + Penalty 2385.560721 = -167992.298112
  nChanged 58
		SP:Iteration 7Q (91874.870000 sec): 3 clusters
  Score: Raw -170479.969004 + Penalty 2385.560721 = -168094.408283
  nChanged 57
		SP:Iteration 8Q (91875.000000 sec): 3 clusters
  Score: Raw -170581.687574 + Penalty 2385.560721 = -168196.126852
  nChanged 51
		SP:Iteration 9Q (91875.160000 sec): 3 clusters
  Score: Raw -170662.459710 + Penalty 2385.560721 = -168276.898989
  nChanged 27
		SP:Iteration 10Q (91875.320000 sec): 3 clusters
  Score: Raw -170705.145432 + Penalty 2385.560721 = -168319.584710
  nChanged 24
		SP:Iteration 11Q (91875.520000 sec): 3 clusters
  Score: Raw -170741.726186 + Penalty 2385.560721 = -168356.165464
  nChanged 19
		SP:Iteration 12Q (91875.710000 sec): 3 clusters
  Score: Raw -170757.992475 + Penalty 2385.560721 = -168372.431753
  nChanged 15
		SP:Iteration 13Q (91875.870000 sec): 3 clusters
  Score: Raw -170772.415165 + Penalty 2385.560721 = -168386.854443
  nChanged 9
		SP:Iteration 14Q (91876.060000 sec): 3 clusters
  Score: Raw -170785.459881 + Penalty 2385.560721 = -168399.899159
  nChanged 10
		SP:Iteration 15Q (91876.260000 sec): 3 clusters
  Score: Raw -170792.340998 + Penalty 2385.560721 = -168406.780276
  nChanged 7
		SP:Iteration 16Q (91876.410000 sec): 3 clusters
  Score: Raw -170803.742588 + Penalty 2385.560721 = -168418.181867
  nChanged 4
		SP:Iteration 17Q (91876.580000 sec): 3 clusters
  Score: Raw -170806.655774 + Penalty 2385.560721 = -168421.095052
  nChanged 2
		SP:Iteration 18Q (91876.760000 sec): 3 clusters
  Score: Raw -170808.267930 + Penalty 2385.560721 = -168422.707209
  nChanged 2
		SP:Iteration 19Q (91876.940000 sec): 3 clusters
  Score: Raw -170809.548082 + Penalty 2385.560721 = -168423.987360
  nChanged 1
		SP:Iteration 20F (91877.140000 sec): 3 clusters
  Score: Raw -170810.243063 + Penalty 2385.560721 = -168424.682342
  nChanged 1
		SP:Iteration 21Q (91877.290000 sec): 3 clusters
  Score: Raw -170811.293516 + Penalty 2385.560721 = -168425.732794
  nChanged 0
		SP:Iteration 22F (91877.420000 sec): 3 clusters
  Score: Raw -170811.293516 + Penalty 2385.560721 = -168425.732794
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 69 (241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91877.500000 sec): 2 clusters
  Score: Raw -20639.122777 + Penalty 891.279502 = -19747.843276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91877.660000 sec): 3 clusters
  Score: Raw -20853.009992 + Penalty 1782.559003 = -19070.450989
  nChanged 40
		SP:Iteration 1F (91877.820000 sec): 3 clusters
  Score: Raw -21024.260919 + Penalty 1782.559003 = -19241.701916
  nChanged 17
		SP:Iteration 2F (91878.000000 sec): 3 clusters
  Score: Raw -21108.382415 + Penalty 1782.559003 = -19325.823412
  nChanged 10
		SP:Iteration 3Q (91878.160000 sec): 3 clusters
  Score: Raw -21165.585658 + Penalty 1782.559003 = -19383.026655
  nChanged 4
		SP:Iteration 4Q (91878.340000 sec): 3 clusters
  Score: Raw -21202.573592 + Penalty 1782.559003 = -19420.014589
  nChanged 1
		SP:Iteration 5Q (91878.520000 sec): 3 clusters
  Score: Raw -21204.487524 + Penalty 1782.559003 = -19421.928520
  nChanged 1
		SP:Iteration 6Q (91878.710000 sec): 3 clusters
  Score: Raw -21206.173889 + Penalty 1782.559003 = -19423.614886
  nChanged 0
		SP:Iteration 7F (91878.900000 sec): 3 clusters
  Score: Raw -21206.173889 + Penalty 1782.559003 = -19423.614886
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 70 (672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91879.020000 sec): 2 clusters
  Score: Raw -73899.478330 + Penalty 1057.916980 = -72841.561350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91879.180000 sec): 3 clusters
  Score: Raw -73802.373973 + Penalty 2115.833961 = -71686.540012
  nChanged 172
		SP:Iteration 1F (91879.360000 sec): 3 clusters
  Score: Raw -74022.361930 + Penalty 2115.833961 = -71906.527969
  nChanged 58
		SP:Iteration 2F (91879.520000 sec): 3 clusters
  Score: Raw -74141.684716 + Penalty 2115.833961 = -72025.850755
  nChanged 40
		SP:Iteration 3F (91879.690000 sec): 3 clusters
  Score: Raw -74224.711332 + Penalty 2115.833961 = -72108.877371
  nChanged 24
		SP:Iteration 4Q (91879.860000 sec): 3 clusters
  Score: Raw -74265.405300 + Penalty 2115.833961 = -72149.571340
  nChanged 10
		SP:Iteration 5Q (91880.050000 sec): 3 clusters
  Score: Raw -74290.601552 + Penalty 2115.833961 = -72174.767591
  nChanged 8
		SP:Iteration 6Q (91880.220000 sec): 3 clusters
  Score: Raw -74299.400520 + Penalty 2115.833961 = -72183.566560
  nChanged 3
		SP:Iteration 7Q (91880.400000 sec): 3 clusters
  Score: Raw -74304.459336 + Penalty 2115.833961 = -72188.625376
  nChanged 4
		SP:Iteration 8Q (91880.570000 sec): 3 clusters
  Score: Raw -74310.521079 + Penalty 2115.833961 = -72194.687118
  nChanged 6
		SP:Iteration 9Q (91880.740000 sec): 3 clusters
  Score: Raw -74318.290494 + Penalty 2115.833961 = -72202.456534
  nChanged 4
		SP:Iteration 10Q (91880.910000 sec): 3 clusters
  Score: Raw -74320.837290 + Penalty 2115.833961 = -72205.003329
  nChanged 1
		SP:Iteration 11Q (91881.080000 sec): 3 clusters
  Score: Raw -74321.596396 + Penalty 2115.833961 = -72205.762435
  nChanged 0
		SP:Iteration 12F (91881.270000 sec): 3 clusters
  Score: Raw -74321.596396 + Penalty 2115.833961 = -72205.762435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 71 (4009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91881.400000 sec): 2 clusters
  Score: Raw -414361.217333 + Penalty 1348.148281 = -413013.069052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91881.570000 sec): 3 clusters
  Score: Raw -412369.673430 + Penalty 2696.296562 = -409673.376868
  nChanged 1577
		SP:Iteration 1F (91881.750000 sec): 3 clusters
  Score: Raw -413643.542390 + Penalty 2696.296562 = -410947.245828
  nChanged 447
		SP:Iteration 2F (91881.920000 sec): 3 clusters
  Score: Raw -414225.058900 + Penalty 2696.296562 = -411528.762339
  nChanged 353
		SP:Iteration 3F (91882.090000 sec): 3 clusters
  Score: Raw -414685.316162 + Penalty 2696.296562 = -411989.019600
  nChanged 284
		SP:Iteration 4F (91882.270000 sec): 3 clusters
  Score: Raw -414982.189425 + Penalty 2696.296562 = -412285.892864
  nChanged 193
		SP:Iteration 5Q (91882.420000 sec): 3 clusters
  Score: Raw -415143.227855 + Penalty 2696.296562 = -412446.931294
  nChanged 125
		SP:Iteration 6Q (91882.590000 sec): 3 clusters
  Score: Raw -415225.863012 + Penalty 2696.296562 = -412529.566450
  nChanged 78
		SP:Iteration 7Q (91882.800000 sec): 3 clusters
  Score: Raw -415262.920205 + Penalty 2696.296562 = -412566.623644
  nChanged 45
		SP:Iteration 8Q (91882.940000 sec): 3 clusters
  Score: Raw -415279.534198 + Penalty 2696.296562 = -412583.237636
  nChanged 36
		SP:Iteration 9Q (91883.100000 sec): 3 clusters
  Score: Raw -415295.455502 + Penalty 2696.296562 = -412599.158941
  nChanged 34
		SP:Iteration 10Q (91883.230000 sec): 3 clusters
  Score: Raw -415309.055054 + Penalty 2696.296562 = -412612.758492
  nChanged 18
		SP:Iteration 11Q (91883.420000 sec): 3 clusters
  Score: Raw -415315.439692 + Penalty 2696.296562 = -412619.143131
  nChanged 18
		SP:Iteration 12Q (91883.580000 sec): 3 clusters
  Score: Raw -415321.629247 + Penalty 2696.296562 = -412625.332685
  nChanged 6
		SP:Iteration 13Q (91883.780000 sec): 3 clusters
  Score: Raw -415323.092166 + Penalty 2696.296562 = -412626.795605
  nChanged 4
		SP:Iteration 14Q (91883.950000 sec): 3 clusters
  Score: Raw -415323.643543 + Penalty 2696.296562 = -412627.346982
  nChanged 3
		SP:Iteration 15Q (91884.120000 sec): 3 clusters
  Score: Raw -415324.554682 + Penalty 2696.296562 = -412628.258121
  nChanged 5
		SP:Iteration 16Q (91884.260000 sec): 3 clusters
  Score: Raw -415325.461134 + Penalty 2696.296562 = -412629.164573
  nChanged 0
		SP:Iteration 17F (91884.430000 sec): 3 clusters
  Score: Raw -415325.461134 + Penalty 2696.296562 = -412629.164573
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 72 (2325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91884.540000 sec): 2 clusters
  Score: Raw -267306.049437 + Penalty 1259.614739 = -266046.434698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91884.720000 sec): 3 clusters
  Score: Raw -266297.633416 + Penalty 2519.229478 = -263778.403937
  nChanged 860
		SP:Iteration 1F (91884.870000 sec): 3 clusters
  Score: Raw -266903.186573 + Penalty 2519.229478 = -264383.957094
  nChanged 212
		SP:Iteration 2F (91885.040000 sec): 3 clusters
  Score: Raw -267105.995167 + Penalty 2519.229478 = -264586.765689
  nChanged 142
		SP:Iteration 3F (91885.260000 sec): 3 clusters
  Score: Raw -267232.525453 + Penalty 2519.229478 = -264713.295975
  nChanged 101
		SP:Iteration 4Q (91885.440000 sec): 3 clusters
  Score: Raw -267317.017294 + Penalty 2519.229478 = -264797.787815
  nChanged 78
		SP:Iteration 5Q (91885.630000 sec): 3 clusters
  Score: Raw -267372.772246 + Penalty 2519.229478 = -264853.542768
  nChanged 60
		SP:Iteration 6Q (91885.790000 sec): 3 clusters
  Score: Raw -267416.282258 + Penalty 2519.229478 = -264897.052780
  nChanged 43
		SP:Iteration 7Q (91885.970000 sec): 3 clusters
  Score: Raw -267447.722638 + Penalty 2519.229478 = -264928.493160
  nChanged 39
		SP:Iteration 8Q (91886.170000 sec): 3 clusters
  Score: Raw -267475.109685 + Penalty 2519.229478 = -264955.880207
  nChanged 36
		SP:Iteration 9Q (91886.360000 sec): 3 clusters
  Score: Raw -267499.999251 + Penalty 2519.229478 = -264980.769773
  nChanged 32
		SP:Iteration 10Q (91886.510000 sec): 3 clusters
  Score: Raw -267524.842419 + Penalty 2519.229478 = -265005.612940
  nChanged 29
		SP:Iteration 11Q (91886.720000 sec): 3 clusters
  Score: Raw -267549.137137 + Penalty 2519.229478 = -265029.907658
  nChanged 31
		SP:Iteration 12Q (91886.860000 sec): 3 clusters
  Score: Raw -267570.684040 + Penalty 2519.229478 = -265051.454562
  nChanged 32
		SP:Iteration 13Q (91887.040000 sec): 3 clusters
  Score: Raw -267585.016038 + Penalty 2519.229478 = -265065.786559
  nChanged 25
		SP:Iteration 14Q (91887.220000 sec): 3 clusters
  Score: Raw -267596.573681 + Penalty 2519.229478 = -265077.344202
  nChanged 13
		SP:Iteration 15Q (91887.390000 sec): 3 clusters
  Score: Raw -267603.043837 + Penalty 2519.229478 = -265083.814359
  nChanged 14
		SP:Iteration 16Q (91887.560000 sec): 3 clusters
  Score: Raw -267608.766463 + Penalty 2519.229478 = -265089.536985
  nChanged 12
		SP:Iteration 17Q (91887.750000 sec): 3 clusters
  Score: Raw -267614.032903 + Penalty 2519.229478 = -265094.803424
  nChanged 10
		SP:Iteration 18Q (91887.940000 sec): 3 clusters
  Score: Raw -267618.358083 + Penalty 2519.229478 = -265099.128604
  nChanged 5
		SP:Iteration 19Q (91888.120000 sec): 3 clusters
  Score: Raw -267619.971315 + Penalty 2519.229478 = -265100.741837
  nChanged 0
		SP:Iteration 20F (91888.300000 sec): 3 clusters
  Score: Raw -267619.971315 + Penalty 2519.229478 = -265100.741837
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 73 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91888.380000 sec): 2 clusters
  Score: Raw -154123.580307 + Penalty 1167.871416 = -152955.708891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91888.540000 sec): 3 clusters
  Score: Raw -153632.474791 + Penalty 2335.742832 = -151296.731960
  nChanged 391
		SP:Iteration 1F (91888.760000 sec): 3 clusters
  Score: Raw -153898.698845 + Penalty 2335.742832 = -151562.956013
  nChanged 107
		SP:Iteration 2F (91888.920000 sec): 3 clusters
  Score: Raw -153986.121888 + Penalty 2335.742832 = -151650.379057
  nChanged 61
		SP:Iteration 3Q (91889.130000 sec): 3 clusters
  Score: Raw -154038.708757 + Penalty 2335.742832 = -151702.965925
  nChanged 33
		SP:Iteration 4Q (91889.300000 sec): 3 clusters
  Score: Raw -154069.255127 + Penalty 2335.742832 = -151733.512295
  nChanged 33
		SP:Iteration 5Q (91889.470000 sec): 3 clusters
  Score: Raw -154092.940063 + Penalty 2335.742832 = -151757.197231
  nChanged 26
		SP:Iteration 6Q (91889.650000 sec): 3 clusters
  Score: Raw -154118.738716 + Penalty 2335.742832 = -151782.995884
  nChanged 27
		SP:Iteration 7Q (91889.870000 sec): 3 clusters
  Score: Raw -154144.032455 + Penalty 2335.742832 = -151808.289624
  nChanged 21
		SP:Iteration 8Q (91890.080000 sec): 3 clusters
  Score: Raw -154159.011070 + Penalty 2335.742832 = -151823.268238
  nChanged 14
		SP:Iteration 9Q (91890.250000 sec): 3 clusters
  Score: Raw -154170.810647 + Penalty 2335.742832 = -151835.067815
  nChanged 14
		SP:Iteration 10Q (91890.430000 sec): 3 clusters
  Score: Raw -154186.984801 + Penalty 2335.742832 = -151851.241970
  nChanged 21
		SP:Iteration 11Q (91890.590000 sec): 3 clusters
  Score: Raw -154204.538217 + Penalty 2335.742832 = -151868.795385
  nChanged 23
		SP:Iteration 12Q (91890.760000 sec): 3 clusters
  Score: Raw -154224.328467 + Penalty 2335.742832 = -151888.585636
  nChanged 14
		SP:Iteration 13Q (91890.950000 sec): 3 clusters
  Score: Raw -154236.135494 + Penalty 2335.742832 = -151900.392662
  nChanged 8
		SP:Iteration 14Q (91891.150000 sec): 3 clusters
  Score: Raw -154242.925834 + Penalty 2335.742832 = -151907.183003
  nChanged 8
		SP:Iteration 15Q (91891.320000 sec): 3 clusters
  Score: Raw -154248.554960 + Penalty 2335.742832 = -151912.812129
  nChanged 8
		SP:Iteration 16Q (91891.490000 sec): 3 clusters
  Score: Raw -154253.160246 + Penalty 2335.742832 = -151917.417414
  nChanged 7
		SP:Iteration 17Q (91891.670000 sec): 3 clusters
  Score: Raw -154257.931597 + Penalty 2335.742832 = -151922.188766
  nChanged 6
		SP:Iteration 18Q (91891.830000 sec): 3 clusters
  Score: Raw -154261.249916 + Penalty 2335.742832 = -151925.507085
  nChanged 2
		SP:Iteration 19Q (91892.010000 sec): 3 clusters
  Score: Raw -154263.165672 + Penalty 2335.742832 = -151927.422841
  nChanged 0
		SP:Iteration 20F (91892.200000 sec): 3 clusters
  Score: Raw -154263.165672 + Penalty 2335.742832 = -151927.422841
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 74 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91892.310000 sec): 2 clusters
  Score: Raw -49126.992628 + Penalty 987.616865 = -48139.375763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91892.470000 sec): 3 clusters
  Score: Raw -49093.272704 + Penalty 1975.233729 = -47118.038975
  nChanged 102
		SP:Iteration 1F (91892.660000 sec): 3 clusters
  Score: Raw -49245.784076 + Penalty 1975.233729 = -47270.550347
  nChanged 24
		SP:Iteration 2F (91892.820000 sec): 3 clusters
  Score: Raw -49286.772499 + Penalty 1975.233729 = -47311.538770
  nChanged 10
		SP:Iteration 3Q (91893.010000 sec): 3 clusters
  Score: Raw -49303.036812 + Penalty 1975.233729 = -47327.803083
  nChanged 2
		SP:Iteration 4Q (91893.180000 sec): 3 clusters
  Score: Raw -49306.193560 + Penalty 1975.233729 = -47330.959831
  nChanged 2
		SP:Iteration 5Q (91893.370000 sec): 3 clusters
  Score: Raw -49309.397106 + Penalty 1975.233729 = -47334.163376
  nChanged 2
		SP:Iteration 6Q (91893.510000 sec): 3 clusters
  Score: Raw -49313.284826 + Penalty 1975.233729 = -47338.051097
  nChanged 3
		SP:Iteration 7Q (91893.690000 sec): 3 clusters
  Score: Raw -49321.012352 + Penalty 1975.233729 = -47345.778623
  nChanged 3
		SP:Iteration 8Q (91893.840000 sec): 3 clusters
  Score: Raw -49326.601464 + Penalty 1975.233729 = -47351.367735
  nChanged 2
		SP:Iteration 9Q (91894.010000 sec): 3 clusters
  Score: Raw -49337.687322 + Penalty 1975.233729 = -47362.453593
  nChanged 0
		SP:Iteration 10F (91894.160000 sec): 3 clusters
  Score: Raw -49337.687322 + Penalty 1975.233729 = -47362.453593
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 75 (16078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91894.390000 sec): 2 clusters
  Score: Raw -1909664.517461 + Penalty 1573.846163 = -1908090.671298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91894.600000 sec): 3 clusters
  Score: Raw -1900089.007160 + Penalty 3147.692326 = -1896941.314834
  nChanged 7118
		SP:Iteration 1F (91894.880000 sec): 3 clusters
  Score: Raw -1904136.487781 + Penalty 3147.692326 = -1900988.795455
  nChanged 952
		SP:Iteration 2F (91895.110000 sec): 3 clusters
  Score: Raw -1904681.220312 + Penalty 3147.692326 = -1901533.527986
  nChanged 978
		SP:Iteration 3F (91895.320000 sec): 3 clusters
  Score: Raw -1905231.243240 + Penalty 3147.692326 = -1902083.550914
  nChanged 928
		SP:Iteration 4F (91895.550000 sec): 3 clusters
  Score: Raw -1905677.624724 + Penalty 3147.692326 = -1902529.932398
  nChanged 802
		SP:Iteration 5Q (91895.820000 sec): 3 clusters
  Score: Raw -1905999.660468 + Penalty 3147.692326 = -1902851.968142
  nChanged 678
		SP:Iteration 6Q (91896.040000 sec): 3 clusters
  Score: Raw -1906269.426164 + Penalty 3147.692326 = -1903121.733838
  nChanged 682
		SP:Iteration 7Q (91896.300000 sec): 3 clusters
  Score: Raw -1906565.335479 + Penalty 3147.692326 = -1903417.643153
  nChanged 678
		SP:Iteration 8Q (91896.520000 sec): 3 clusters
  Score: Raw -1906894.341179 + Penalty 3147.692326 = -1903746.648853
  nChanged 689
		SP:Iteration 9Q (91896.750000 sec): 3 clusters
  Score: Raw -1907260.182387 + Penalty 3147.692326 = -1904112.490061
  nChanged 702
		SP:Iteration 10Q (91897.000000 sec): 3 clusters
  Score: Raw -1907663.854023 + Penalty 3147.692326 = -1904516.161697
  nChanged 690
		SP:Iteration 11Q (91897.280000 sec): 3 clusters
  Score: Raw -1908092.221134 + Penalty 3147.692326 = -1904944.528808
  nChanged 692
		SP:Iteration 12Q (91897.520000 sec): 3 clusters
  Score: Raw -1908547.276329 + Penalty 3147.692326 = -1905399.584003
  nChanged 649
		SP:Iteration 13Q (91897.780000 sec): 3 clusters
  Score: Raw -1909023.901101 + Penalty 3147.692326 = -1905876.208775
  nChanged 613
		SP:Iteration 14Q (91898.000000 sec): 3 clusters
  Score: Raw -1909491.197238 + Penalty 3147.692326 = -1906343.504912
  nChanged 477
		SP:Iteration 15Q (91898.250000 sec): 3 clusters
  Score: Raw -1909854.742899 + Penalty 3147.692326 = -1906707.050573
  nChanged 378
		SP:Iteration 16Q (91898.490000 sec): 3 clusters
  Score: Raw -1910173.516193 + Penalty 3147.692326 = -1907025.823867
  nChanged 306
		SP:Iteration 17Q (91898.730000 sec): 3 clusters
  Score: Raw -1910453.871715 + Penalty 3147.692326 = -1907306.179389
  nChanged 242
		SP:Iteration 18Q (91898.970000 sec): 3 clusters
  Score: Raw -1910692.113864 + Penalty 3147.692326 = -1907544.421538
  nChanged 183
		SP:Iteration 19Q (91899.200000 sec): 3 clusters
  Score: Raw -1910879.683328 + Penalty 3147.692326 = -1907731.991002
  nChanged 144
		SP:Iteration 20F (91899.470000 sec): 3 clusters
  Score: Raw -1910999.101207 + Penalty 3147.692326 = -1907851.408881
  nChanged 98
		SP:Iteration 21Q (91899.680000 sec): 3 clusters
  Score: Raw -1911081.085228 + Penalty 3147.692326 = -1907933.392902
  nChanged 67
		SP:Iteration 22Q (91899.940000 sec): 3 clusters
  Score: Raw -1911129.842420 + Penalty 3147.692326 = -1907982.150094
  nChanged 48
		SP:Iteration 23Q (91900.150000 sec): 3 clusters
  Score: Raw -1911156.696732 + Penalty 3147.692326 = -1908009.004406
  nChanged 30
		SP:Iteration 24Q (91900.400000 sec): 3 clusters
  Score: Raw -1911169.231212 + Penalty 3147.692326 = -1908021.538886
  nChanged 14
		SP:Iteration 25Q (91900.630000 sec): 3 clusters
  Score: Raw -1911173.848397 + Penalty 3147.692326 = -1908026.156071
  nChanged 5
		SP:Iteration 26Q (91900.920000 sec): 3 clusters
  Score: Raw -1911175.153026 + Penalty 3147.692326 = -1908027.460700
  nChanged 3
		SP:Iteration 27Q (91901.120000 sec): 3 clusters
  Score: Raw -1911176.096871 + Penalty 3147.692326 = -1908028.404545
  nChanged 5
		SP:Iteration 28Q (91901.340000 sec): 3 clusters
  Score: Raw -1911177.913158 + Penalty 3147.692326 = -1908030.220832
  nChanged 5
		SP:Iteration 29Q (91901.580000 sec): 3 clusters
  Score: Raw -1911179.390957 + Penalty 3147.692326 = -1908031.698631
  nChanged 3
		SP:Iteration 30Q (91901.820000 sec): 3 clusters
  Score: Raw -1911180.035324 + Penalty 3147.692326 = -1908032.342998
  nChanged 0
		SP:Iteration 31F (91902.050000 sec): 3 clusters
  Score: Raw -1911180.035324 + Penalty 3147.692326 = -1908032.342998
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 76 (3332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91902.200000 sec): 2 clusters
  Score: Raw -386180.221115 + Penalty 1318.090801 = -384862.130314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91902.350000 sec): 3 clusters
  Score: Raw -384554.866604 + Penalty 2636.181601 = -381918.685003
  nChanged 1294
		SP:Iteration 1F (91902.520000 sec): 3 clusters
  Score: Raw -385333.507000 + Penalty 2636.181601 = -382697.325399
  nChanged 272
		SP:Iteration 2F (91902.710000 sec): 3 clusters
  Score: Raw -385554.523087 + Penalty 2636.181601 = -382918.341486
  nChanged 226
		SP:Iteration 3F (91902.840000 sec): 3 clusters
  Score: Raw -385728.084153 + Penalty 2636.181601 = -383091.902552
  nChanged 189
		SP:Iteration 4F (91903.030000 sec): 3 clusters
  Score: Raw -385884.732191 + Penalty 2636.181601 = -383248.550590
  nChanged 180
		SP:Iteration 5F (91903.250000 sec): 3 clusters
  Score: Raw -386044.843081 + Penalty 2636.181601 = -383408.661480
  nChanged 178
		SP:Iteration 6F (91903.420000 sec): 3 clusters
  Score: Raw -386174.180077 + Penalty 2636.181601 = -383537.998476
  nChanged 132
		SP:Iteration 7Q (91903.620000 sec): 3 clusters
  Score: Raw -386263.291516 + Penalty 2636.181601 = -383627.109915
  nChanged 103
		SP:Iteration 8Q (91903.810000 sec): 3 clusters
  Score: Raw -386327.186681 + Penalty 2636.181601 = -383691.005080
  nChanged 90
		SP:Iteration 9Q (91903.980000 sec): 3 clusters
  Score: Raw -386374.482785 + Penalty 2636.181601 = -383738.301184
  nChanged 63
		SP:Iteration 10Q (91904.200000 sec): 3 clusters
  Score: Raw -386406.874849 + Penalty 2636.181601 = -383770.693248
  nChanged 51
		SP:Iteration 11Q (91904.380000 sec): 3 clusters
  Score: Raw -386428.693044 + Penalty 2636.181601 = -383792.511443
  nChanged 36
		SP:Iteration 12Q (91904.590000 sec): 3 clusters
  Score: Raw -386447.020103 + Penalty 2636.181601 = -383810.838502
  nChanged 27
		SP:Iteration 13Q (91904.740000 sec): 3 clusters
  Score: Raw -386461.163780 + Penalty 2636.181601 = -383824.982179
  nChanged 24
		SP:Iteration 14Q (91904.930000 sec): 3 clusters
  Score: Raw -386472.331322 + Penalty 2636.181601 = -383836.149721
  nChanged 23
		SP:Iteration 15Q (91905.140000 sec): 3 clusters
  Score: Raw -386481.745632 + Penalty 2636.181601 = -383845.564031
  nChanged 17
		SP:Iteration 16Q (91905.310000 sec): 3 clusters
  Score: Raw -386487.080570 + Penalty 2636.181601 = -383850.898969
  nChanged 15
		SP:Iteration 17Q (91905.470000 sec): 3 clusters
  Score: Raw -386491.174657 + Penalty 2636.181601 = -383854.993056
  nChanged 13
		SP:Iteration 18Q (91905.700000 sec): 3 clusters
  Score: Raw -386495.258526 + Penalty 2636.181601 = -383859.076924
  nChanged 9
		SP:Iteration 19Q (91905.840000 sec): 3 clusters
  Score: Raw -386499.084161 + Penalty 2636.181601 = -383862.902560
  nChanged 12
		SP:Iteration 20F (91906.030000 sec): 3 clusters
  Score: Raw -386504.419633 + Penalty 2636.181601 = -383868.238031
  nChanged 9
		SP:Iteration 21Q (91906.170000 sec): 3 clusters
  Score: Raw -386508.464596 + Penalty 2636.181601 = -383872.282995
  nChanged 5
		SP:Iteration 22Q (91906.380000 sec): 3 clusters
  Score: Raw -386510.024492 + Penalty 2636.181601 = -383873.842891
  nChanged 4
		SP:Iteration 23Q (91906.550000 sec): 3 clusters
  Score: Raw -386511.397905 + Penalty 2636.181601 = -383875.216304
  nChanged 7
		SP:Iteration 24Q (91906.710000 sec): 3 clusters
  Score: Raw -386513.885343 + Penalty 2636.181601 = -383877.703742
  nChanged 4
		SP:Iteration 25Q (91906.890000 sec): 3 clusters
  Score: Raw -386515.283302 + Penalty 2636.181601 = -383879.101701
  nChanged 2
		SP:Iteration 26Q (91907.100000 sec): 3 clusters
  Score: Raw -386516.143464 + Penalty 2636.181601 = -383879.961863
  nChanged 1
		SP:Iteration 27Q (91907.260000 sec): 3 clusters
  Score: Raw -386516.526611 + Penalty 2636.181601 = -383880.345010
  nChanged 2
		SP:Iteration 28Q (91907.450000 sec): 3 clusters
  Score: Raw -386517.155533 + Penalty 2636.181601 = -383880.973932
  nChanged 1
		SP:Iteration 29Q (91907.620000 sec): 3 clusters
  Score: Raw -386517.427280 + Penalty 2636.181601 = -383881.245679
  nChanged 1
		SP:Iteration 30Q (91907.760000 sec): 3 clusters
  Score: Raw -386517.731631 + Penalty 2636.181601 = -383881.550030
  nChanged 1
		SP:Iteration 31Q (91907.950000 sec): 3 clusters
  Score: Raw -386518.028040 + Penalty 2636.181601 = -383881.846439
  nChanged 1
		SP:Iteration 32Q (91908.120000 sec): 3 clusters
  Score: Raw -386518.526043 + Penalty 2636.181601 = -383882.344442
  nChanged 2
		SP:Iteration 33Q (91908.300000 sec): 3 clusters
  Score: Raw -386518.959804 + Penalty 2636.181601 = -383882.778203
  nChanged 2
		SP:Iteration 34Q (91908.460000 sec): 3 clusters
  Score: Raw -386519.365902 + Penalty 2636.181601 = -383883.184301
  nChanged 3
		SP:Iteration 35Q (91908.660000 sec): 3 clusters
  Score: Raw -386519.914682 + Penalty 2636.181601 = -383883.733080
  nChanged 1
		SP:Iteration 36Q (91908.820000 sec): 3 clusters
  Score: Raw -386520.209652 + Penalty 2636.181601 = -383884.028051
  nChanged 0
		SP:Iteration 37F (91909.000000 sec): 3 clusters
  Score: Raw -386520.209652 + Penalty 2636.181601 = -383884.028051
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 77 (3106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91909.080000 sec): 2 clusters
  Score: Raw -365176.311705 + Penalty 1306.677288 = -363869.634417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91909.260000 sec): 3 clusters
  Score: Raw -363671.637152 + Penalty 2613.354576 = -361058.282575
  nChanged 1206
		SP:Iteration 1F (91909.430000 sec): 3 clusters
  Score: Raw -364416.302279 + Penalty 2613.354576 = -361802.947703
  nChanged 301
		SP:Iteration 2F (91909.600000 sec): 3 clusters
  Score: Raw -364647.545321 + Penalty 2613.354576 = -362034.190745
  nChanged 205
		SP:Iteration 3F (91909.760000 sec): 3 clusters
  Score: Raw -364797.561342 + Penalty 2613.354576 = -362184.206765
  nChanged 150
		SP:Iteration 4Q (91909.940000 sec): 3 clusters
  Score: Raw -364911.466075 + Penalty 2613.354576 = -362298.111498
  nChanged 143
		SP:Iteration 5Q (91910.110000 sec): 3 clusters
  Score: Raw -365050.452837 + Penalty 2613.354576 = -362437.098261
  nChanged 161
		SP:Iteration 6F (91910.280000 sec): 3 clusters
  Score: Raw -365208.839963 + Penalty 2613.354576 = -362595.485387
  nChanged 155
		SP:Iteration 7Q (91910.470000 sec): 3 clusters
  Score: Raw -365345.626698 + Penalty 2613.354576 = -362732.272121
  nChanged 120
		SP:Iteration 8Q (91910.640000 sec): 3 clusters
  Score: Raw -365422.096661 + Penalty 2613.354576 = -362808.742085
  nChanged 85
		SP:Iteration 9Q (91910.840000 sec): 3 clusters
  Score: Raw -365476.567474 + Penalty 2613.354576 = -362863.212898
  nChanged 82
		SP:Iteration 10Q (91911.030000 sec): 3 clusters
  Score: Raw -365518.250867 + Penalty 2613.354576 = -362904.896291
  nChanged 49
		SP:Iteration 11Q (91911.190000 sec): 3 clusters
  Score: Raw -365544.346364 + Penalty 2613.354576 = -362930.991787
  nChanged 34
		SP:Iteration 12Q (91911.400000 sec): 3 clusters
  Score: Raw -365556.103855 + Penalty 2613.354576 = -362942.749279
  nChanged 16
		SP:Iteration 13Q (91911.590000 sec): 3 clusters
  Score: Raw -365564.818628 + Penalty 2613.354576 = -362951.464052
  nChanged 18
		SP:Iteration 14Q (91911.760000 sec): 3 clusters
  Score: Raw -365573.289163 + Penalty 2613.354576 = -362959.934586
  nChanged 17
		SP:Iteration 15Q (91911.900000 sec): 3 clusters
  Score: Raw -365582.591947 + Penalty 2613.354576 = -362969.237371
  nChanged 23
		SP:Iteration 16Q (91912.080000 sec): 3 clusters
  Score: Raw -365592.456670 + Penalty 2613.354576 = -362979.102094
  nChanged 14
		SP:Iteration 17Q (91912.270000 sec): 3 clusters
  Score: Raw -365601.298482 + Penalty 2613.354576 = -362987.943906
  nChanged 20
		SP:Iteration 18Q (91912.480000 sec): 3 clusters
  Score: Raw -365614.109505 + Penalty 2613.354576 = -363000.754929
  nChanged 18
		SP:Iteration 19Q (91912.630000 sec): 3 clusters
  Score: Raw -365626.251692 + Penalty 2613.354576 = -363012.897116
  nChanged 17
		SP:Iteration 20F (91912.790000 sec): 3 clusters
  Score: Raw -365641.943003 + Penalty 2613.354576 = -363028.588427
  nChanged 21
		SP:Iteration 21Q (91912.960000 sec): 3 clusters
  Score: Raw -365654.620985 + Penalty 2613.354576 = -363041.266409
  nChanged 15
		SP:Iteration 22Q (91913.180000 sec): 3 clusters
  Score: Raw -365661.958917 + Penalty 2613.354576 = -363048.604341
  nChanged 14
		SP:Iteration 23Q (91913.360000 sec): 3 clusters
  Score: Raw -365670.921882 + Penalty 2613.354576 = -363057.567306
  nChanged 10
		SP:Iteration 24Q (91913.590000 sec): 3 clusters
  Score: Raw -365675.417231 + Penalty 2613.354576 = -363062.062655
  nChanged 8
		SP:Iteration 25Q (91913.770000 sec): 3 clusters
  Score: Raw -365678.065144 + Penalty 2613.354576 = -363064.710568
  nChanged 6
		SP:Iteration 26Q (91913.980000 sec): 3 clusters
  Score: Raw -365680.628321 + Penalty 2613.354576 = -363067.273745
  nChanged 3
		SP:Iteration 27Q (91914.130000 sec): 3 clusters
  Score: Raw -365682.127859 + Penalty 2613.354576 = -363068.773283
  nChanged 6
		SP:Iteration 28Q (91914.320000 sec): 3 clusters
  Score: Raw -365684.961016 + Penalty 2613.354576 = -363071.606440
  nChanged 5
		SP:Iteration 29Q (91914.540000 sec): 3 clusters
  Score: Raw -365687.727150 + Penalty 2613.354576 = -363074.372573
  nChanged 5
		SP:Iteration 30Q (91914.720000 sec): 3 clusters
  Score: Raw -365689.419973 + Penalty 2613.354576 = -363076.065396
  nChanged 4
		SP:Iteration 31Q (91914.880000 sec): 3 clusters
  Score: Raw -365690.688629 + Penalty 2613.354576 = -363077.334052
  nChanged 1
		SP:Iteration 32Q (91915.050000 sec): 3 clusters
  Score: Raw -365691.312064 + Penalty 2613.354576 = -363077.957488
  nChanged 0
		SP:Iteration 33F (91915.240000 sec): 3 clusters
  Score: Raw -365691.312064 + Penalty 2613.354576 = -363077.957488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 78 (2515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91915.310000 sec): 2 clusters
  Score: Raw -281124.135397 + Penalty 1272.379563 = -279851.755834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91915.490000 sec): 3 clusters
  Score: Raw -280006.042594 + Penalty 2544.759127 = -277461.283468
  nChanged 921
		SP:Iteration 1F (91915.680000 sec): 3 clusters
  Score: Raw -280597.580499 + Penalty 2544.759127 = -278052.821372
  nChanged 214
		SP:Iteration 2F (91915.870000 sec): 3 clusters
  Score: Raw -280754.037569 + Penalty 2544.759127 = -278209.278442
  nChanged 150
		SP:Iteration 3F (91916.060000 sec): 3 clusters
  Score: Raw -280868.491760 + Penalty 2544.759127 = -278323.732633
  nChanged 105
		SP:Iteration 4Q (91916.260000 sec): 3 clusters
  Score: Raw -280951.468908 + Penalty 2544.759127 = -278406.709782
  nChanged 85
		SP:Iteration 5Q (91916.390000 sec): 3 clusters
  Score: Raw -281007.194096 + Penalty 2544.759127 = -278462.434969
  nChanged 64
		SP:Iteration 6Q (91916.570000 sec): 3 clusters
  Score: Raw -281046.539184 + Penalty 2544.759127 = -278501.780057
  nChanged 49
		SP:Iteration 7Q (91916.740000 sec): 3 clusters
  Score: Raw -281079.560419 + Penalty 2544.759127 = -278534.801292
  nChanged 52
		SP:Iteration 8Q (91916.900000 sec): 3 clusters
  Score: Raw -281118.747280 + Penalty 2544.759127 = -278573.988153
  nChanged 59
		SP:Iteration 9Q (91917.060000 sec): 3 clusters
  Score: Raw -281159.765730 + Penalty 2544.759127 = -278615.006603
  nChanged 56
		SP:Iteration 10Q (91917.280000 sec): 3 clusters
  Score: Raw -281201.258369 + Penalty 2544.759127 = -278656.499242
  nChanged 39
		SP:Iteration 11Q (91917.460000 sec): 3 clusters
  Score: Raw -281228.719441 + Penalty 2544.759127 = -278683.960314
  nChanged 46
		SP:Iteration 12Q (91917.620000 sec): 3 clusters
  Score: Raw -281267.361188 + Penalty 2544.759127 = -278722.602061
  nChanged 56
		SP:Iteration 13Q (91917.800000 sec): 3 clusters
  Score: Raw -281311.348827 + Penalty 2544.759127 = -278766.589700
  nChanged 54
		SP:Iteration 14Q (91918.000000 sec): 3 clusters
  Score: Raw -281352.262506 + Penalty 2544.759127 = -278807.503379
  nChanged 39
		SP:Iteration 15Q (91918.200000 sec): 3 clusters
  Score: Raw -281377.193526 + Penalty 2544.759127 = -278832.434399
  nChanged 38
		SP:Iteration 16Q (91918.350000 sec): 3 clusters
  Score: Raw -281403.472288 + Penalty 2544.759127 = -278858.713161
  nChanged 32
		SP:Iteration 17Q (91918.500000 sec): 3 clusters
  Score: Raw -281424.011515 + Penalty 2544.759127 = -278879.252388
  nChanged 18
		SP:Iteration 18Q (91918.640000 sec): 3 clusters
  Score: Raw -281433.286461 + Penalty 2544.759127 = -278888.527334
  nChanged 20
		SP:Iteration 19Q (91918.800000 sec): 3 clusters
  Score: Raw -281442.396201 + Penalty 2544.759127 = -278897.637074
  nChanged 13
		SP:Iteration 20F (91919.000000 sec): 3 clusters
  Score: Raw -281447.763330 + Penalty 2544.759127 = -278903.004203
  nChanged 19
		SP:Iteration 21Q (91919.190000 sec): 3 clusters
  Score: Raw -281454.514455 + Penalty 2544.759127 = -278909.755329
  nChanged 19
		SP:Iteration 22Q (91919.390000 sec): 3 clusters
  Score: Raw -281462.087666 + Penalty 2544.759127 = -278917.328540
  nChanged 15
		SP:Iteration 23Q (91919.560000 sec): 3 clusters
  Score: Raw -281468.577513 + Penalty 2544.759127 = -278923.818386
  nChanged 12
		SP:Iteration 24Q (91919.790000 sec): 3 clusters
  Score: Raw -281474.061034 + Penalty 2544.759127 = -278929.301907
  nChanged 14
		SP:Iteration 25Q (91919.940000 sec): 3 clusters
  Score: Raw -281483.599714 + Penalty 2544.759127 = -278938.840587
  nChanged 10
		SP:Iteration 26Q (91920.090000 sec): 3 clusters
  Score: Raw -281487.075807 + Penalty 2544.759127 = -278942.316680
  nChanged 3
		SP:Iteration 27Q (91920.260000 sec): 3 clusters
  Score: Raw -281488.358933 + Penalty 2544.759127 = -278943.599806
  nChanged 6
		SP:Iteration 28Q (91920.460000 sec): 3 clusters
  Score: Raw -281490.177084 + Penalty 2544.759127 = -278945.417957
  nChanged 10
		SP:Iteration 29Q (91920.660000 sec): 3 clusters
  Score: Raw -281493.058288 + Penalty 2544.759127 = -278948.299161
  nChanged 4
		SP:Iteration 30Q (91920.810000 sec): 3 clusters
  Score: Raw -281494.388497 + Penalty 2544.759127 = -278949.629370
  nChanged 6
		SP:Iteration 31Q (91921.000000 sec): 3 clusters
  Score: Raw -281496.221354 + Penalty 2544.759127 = -278951.462227
  nChanged 1
		SP:Iteration 32Q (91921.210000 sec): 3 clusters
  Score: Raw -281496.428499 + Penalty 2544.759127 = -278951.669372
  nChanged 3
		SP:Iteration 33Q (91921.390000 sec): 3 clusters
  Score: Raw -281497.669679 + Penalty 2544.759127 = -278952.910552
  nChanged 3
		SP:Iteration 34Q (91921.560000 sec): 3 clusters
  Score: Raw -281499.310554 + Penalty 2544.759127 = -278954.551427
  nChanged 4
		SP:Iteration 35Q (91921.750000 sec): 3 clusters
  Score: Raw -281500.788474 + Penalty 2544.759127 = -278956.029347
  nChanged 1
		SP:Iteration 36Q (91921.930000 sec): 3 clusters
  Score: Raw -281500.992682 + Penalty 2544.759127 = -278956.233555
  nChanged 1
		SP:Iteration 37Q (91922.140000 sec): 3 clusters
  Score: Raw -281501.286332 + Penalty 2544.759127 = -278956.527205
  nChanged 1
		SP:Iteration 38Q (91922.320000 sec): 3 clusters
  Score: Raw -281501.397804 + Penalty 2544.759127 = -278956.638678
  nChanged 0
		SP:Iteration 39F (91922.510000 sec): 3 clusters
  Score: Raw -281501.397804 + Penalty 2544.759127 = -278956.638678
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 79 (1976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91922.610000 sec): 2 clusters
  Score: Raw -234499.642501 + Penalty 1233.184855 = -233266.457646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91922.770000 sec): 3 clusters
  Score: Raw -233678.343708 + Penalty 2466.369710 = -231211.973998
  nChanged 718
		SP:Iteration 1F (91922.980000 sec): 3 clusters
  Score: Raw -234142.248486 + Penalty 2466.369710 = -231675.878776
  nChanged 170
		SP:Iteration 2F (91923.170000 sec): 3 clusters
  Score: Raw -234298.104851 + Penalty 2466.369710 = -231831.735140
  nChanged 108
		SP:Iteration 3F (91923.340000 sec): 3 clusters
  Score: Raw -234380.152285 + Penalty 2466.369710 = -231913.782575
  nChanged 76
		SP:Iteration 4Q (91923.510000 sec): 3 clusters
  Score: Raw -234454.193097 + Penalty 2466.369710 = -231987.823387
  nChanged 66
		SP:Iteration 5Q (91923.650000 sec): 3 clusters
  Score: Raw -234526.763501 + Penalty 2466.369710 = -232060.393790
  nChanged 64
		SP:Iteration 6Q (91923.810000 sec): 3 clusters
  Score: Raw -234588.663516 + Penalty 2466.369710 = -232122.293806
  nChanged 51
		SP:Iteration 7Q (91923.990000 sec): 3 clusters
  Score: Raw -234640.715377 + Penalty 2466.369710 = -232174.345667
  nChanged 50
		SP:Iteration 8Q (91924.160000 sec): 3 clusters
  Score: Raw -234684.119294 + Penalty 2466.369710 = -232217.749584
  nChanged 41
		SP:Iteration 9Q (91924.310000 sec): 3 clusters
  Score: Raw -234714.050439 + Penalty 2466.369710 = -232247.680729
  nChanged 32
		SP:Iteration 10Q (91924.490000 sec): 3 clusters
  Score: Raw -234738.960270 + Penalty 2466.369710 = -232272.590560
  nChanged 32
		SP:Iteration 11Q (91924.660000 sec): 3 clusters
  Score: Raw -234761.670846 + Penalty 2466.369710 = -232295.301136
  nChanged 33
		SP:Iteration 12Q (91924.860000 sec): 3 clusters
  Score: Raw -234789.168535 + Penalty 2466.369710 = -232322.798825
  nChanged 30
		SP:Iteration 13Q (91924.990000 sec): 3 clusters
  Score: Raw -234810.975958 + Penalty 2466.369710 = -232344.606248
  nChanged 24
		SP:Iteration 14Q (91925.180000 sec): 3 clusters
  Score: Raw -234834.082451 + Penalty 2466.369710 = -232367.712741
  nChanged 29
		SP:Iteration 15Q (91925.350000 sec): 3 clusters
  Score: Raw -234855.709361 + Penalty 2466.369710 = -232389.339651
  nChanged 18
		SP:Iteration 16Q (91925.490000 sec): 3 clusters
  Score: Raw -234867.437917 + Penalty 2466.369710 = -232401.068207
  nChanged 11
		SP:Iteration 17Q (91925.670000 sec): 3 clusters
  Score: Raw -234874.118715 + Penalty 2466.369710 = -232407.749005
  nChanged 10
		SP:Iteration 18Q (91925.810000 sec): 3 clusters
  Score: Raw -234879.457990 + Penalty 2466.369710 = -232413.088280
  nChanged 7
		SP:Iteration 19Q (91926.010000 sec): 3 clusters
  Score: Raw -234882.895426 + Penalty 2466.369710 = -232416.525716
  nChanged 6
		SP:Iteration 20F (91926.170000 sec): 3 clusters
  Score: Raw -234886.698755 + Penalty 2466.369710 = -232420.329045
  nChanged 8
		SP:Iteration 21Q (91926.350000 sec): 3 clusters
  Score: Raw -234890.077542 + Penalty 2466.369710 = -232423.707831
  nChanged 5
		SP:Iteration 22Q (91926.550000 sec): 3 clusters
  Score: Raw -234891.831096 + Penalty 2466.369710 = -232425.461386
  nChanged 3
		SP:Iteration 23Q (91926.710000 sec): 3 clusters
  Score: Raw -234893.419637 + Penalty 2466.369710 = -232427.049927
  nChanged 5
		SP:Iteration 24Q (91926.920000 sec): 3 clusters
  Score: Raw -234895.913693 + Penalty 2466.369710 = -232429.543983
  nChanged 5
		SP:Iteration 25Q (91927.110000 sec): 3 clusters
  Score: Raw -234898.224278 + Penalty 2466.369710 = -232431.854568
  nChanged 3
		SP:Iteration 26Q (91927.290000 sec): 3 clusters
  Score: Raw -234899.378055 + Penalty 2466.369710 = -232433.008344
  nChanged 4
		SP:Iteration 27Q (91927.470000 sec): 3 clusters
  Score: Raw -234900.566531 + Penalty 2466.369710 = -232434.196821
  nChanged 1
		SP:Iteration 28Q (91927.630000 sec): 3 clusters
  Score: Raw -234900.912656 + Penalty 2466.369710 = -232434.542946
  nChanged 0
		SP:Iteration 29F (91927.790000 sec): 3 clusters
  Score: Raw -234900.912656 + Penalty 2466.369710 = -232434.542946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 80 (3651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91927.910000 sec): 2 clusters
  Score: Raw -428222.761425 + Penalty 1332.947912 = -426889.813513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91928.090000 sec): 3 clusters
  Score: Raw -426453.288878 + Penalty 2665.895824 = -423787.393054
  nChanged 1417
		SP:Iteration 1F (91928.280000 sec): 3 clusters
  Score: Raw -427327.269504 + Penalty 2665.895824 = -424661.373680
  nChanged 289
		SP:Iteration 2F (91928.460000 sec): 3 clusters
  Score: Raw -427567.620806 + Penalty 2665.895824 = -424901.724982
  nChanged 242
		SP:Iteration 3F (91928.650000 sec): 3 clusters
  Score: Raw -427807.163429 + Penalty 2665.895824 = -425141.267605
  nChanged 214
		SP:Iteration 4F (91928.870000 sec): 3 clusters
  Score: Raw -428013.450892 + Penalty 2665.895824 = -425347.555068
  nChanged 192
		SP:Iteration 5F (91929.030000 sec): 3 clusters
  Score: Raw -428208.030399 + Penalty 2665.895824 = -425542.134575
  nChanged 193
		SP:Iteration 6F (91929.260000 sec): 3 clusters
  Score: Raw -428398.028761 + Penalty 2665.895824 = -425732.132937
  nChanged 179
		SP:Iteration 7Q (91929.410000 sec): 3 clusters
  Score: Raw -428580.821538 + Penalty 2665.895824 = -425914.925713
  nChanged 153
		SP:Iteration 8Q (91929.620000 sec): 3 clusters
  Score: Raw -428751.802172 + Penalty 2665.895824 = -426085.906348
  nChanged 115
		SP:Iteration 9Q (91929.750000 sec): 3 clusters
  Score: Raw -428861.125368 + Penalty 2665.895824 = -426195.229544
  nChanged 93
		SP:Iteration 10Q (91929.910000 sec): 3 clusters
  Score: Raw -428928.284967 + Penalty 2665.895824 = -426262.389143
  nChanged 68
		SP:Iteration 11Q (91930.110000 sec): 3 clusters
  Score: Raw -428972.978493 + Penalty 2665.895824 = -426307.082669
  nChanged 51
		SP:Iteration 12Q (91930.290000 sec): 3 clusters
  Score: Raw -429002.053578 + Penalty 2665.895824 = -426336.157754
  nChanged 37
		SP:Iteration 13Q (91930.440000 sec): 3 clusters
  Score: Raw -429018.799807 + Penalty 2665.895824 = -426352.903983
  nChanged 25
		SP:Iteration 14Q (91930.640000 sec): 3 clusters
  Score: Raw -429028.807148 + Penalty 2665.895824 = -426362.911324
  nChanged 13
		SP:Iteration 15Q (91930.830000 sec): 3 clusters
  Score: Raw -429034.187913 + Penalty 2665.895824 = -426368.292089
  nChanged 13
		SP:Iteration 16Q (91931.030000 sec): 3 clusters
  Score: Raw -429038.024712 + Penalty 2665.895824 = -426372.128888
  nChanged 6
		SP:Iteration 17Q (91931.210000 sec): 3 clusters
  Score: Raw -429039.281512 + Penalty 2665.895824 = -426373.385688
  nChanged 5
		SP:Iteration 18Q (91931.400000 sec): 3 clusters
  Score: Raw -429041.148213 + Penalty 2665.895824 = -426375.252389
  nChanged 4
		SP:Iteration 19Q (91931.620000 sec): 3 clusters
  Score: Raw -429042.946569 + Penalty 2665.895824 = -426377.050745
  nChanged 7
		SP:Iteration 20F (91931.800000 sec): 3 clusters
  Score: Raw -429045.212986 + Penalty 2665.895824 = -426379.317162
  nChanged 6
		SP:Iteration 21Q (91932.000000 sec): 3 clusters
  Score: Raw -429047.810571 + Penalty 2665.895824 = -426381.914747
  nChanged 9
		SP:Iteration 22Q (91932.130000 sec): 3 clusters
  Score: Raw -429050.436655 + Penalty 2665.895824 = -426384.540831
  nChanged 7
		SP:Iteration 23Q (91932.300000 sec): 3 clusters
  Score: Raw -429053.579015 + Penalty 2665.895824 = -426387.683191
  nChanged 6
		SP:Iteration 24Q (91932.460000 sec): 3 clusters
  Score: Raw -429055.781872 + Penalty 2665.895824 = -426389.886048
  nChanged 4
		SP:Iteration 25Q (91932.670000 sec): 3 clusters
  Score: Raw -429056.597375 + Penalty 2665.895824 = -426390.701551
  nChanged 1
		SP:Iteration 26Q (91932.850000 sec): 3 clusters
  Score: Raw -429056.917708 + Penalty 2665.895824 = -426391.021884
  nChanged 2
		SP:Iteration 27Q (91933.000000 sec): 3 clusters
  Score: Raw -429058.461882 + Penalty 2665.895824 = -426392.566058
  nChanged 2
		SP:Iteration 28Q (91933.180000 sec): 3 clusters
  Score: Raw -429058.787076 + Penalty 2665.895824 = -426392.891252
  nChanged 1
		SP:Iteration 29Q (91933.350000 sec): 3 clusters
  Score: Raw -429058.982869 + Penalty 2665.895824 = -426393.087045
  nChanged 0
		SP:Iteration 30F (91933.500000 sec): 3 clusters
  Score: Raw -429058.982869 + Penalty 2665.895824 = -426393.087045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 81 (2875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91933.610000 sec): 2 clusters
  Score: Raw -336914.647445 + Penalty 1294.118792 = -335620.528652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91933.770000 sec): 3 clusters
  Score: Raw -335582.482558 + Penalty 2588.237585 = -332994.244973
  nChanged 1063
		SP:Iteration 1F (91933.950000 sec): 3 clusters
  Score: Raw -336203.735232 + Penalty 2588.237585 = -333615.497647
  nChanged 229
		SP:Iteration 2F (91934.120000 sec): 3 clusters
  Score: Raw -336354.808199 + Penalty 2588.237585 = -333766.570614
  nChanged 158
		SP:Iteration 3F (91934.260000 sec): 3 clusters
  Score: Raw -336468.200263 + Penalty 2588.237585 = -333879.962678
  nChanged 136
		SP:Iteration 4Q (91934.430000 sec): 3 clusters
  Score: Raw -336558.938407 + Penalty 2588.237585 = -333970.700823
  nChanged 114
		SP:Iteration 5Q (91934.610000 sec): 3 clusters
  Score: Raw -336641.807894 + Penalty 2588.237585 = -334053.570309
  nChanged 99
		SP:Iteration 6Q (91934.780000 sec): 3 clusters
  Score: Raw -336718.047469 + Penalty 2588.237585 = -334129.809884
  nChanged 101
		SP:Iteration 7Q (91934.970000 sec): 3 clusters
  Score: Raw -336800.261918 + Penalty 2588.237585 = -334212.024333
  nChanged 103
		SP:Iteration 8Q (91935.170000 sec): 3 clusters
  Score: Raw -336897.406230 + Penalty 2588.237585 = -334309.168646
  nChanged 102
		SP:Iteration 9Q (91935.330000 sec): 3 clusters
  Score: Raw -336986.696233 + Penalty 2588.237585 = -334398.458648
  nChanged 90
		SP:Iteration 10Q (91935.470000 sec): 3 clusters
  Score: Raw -337047.720231 + Penalty 2588.237585 = -334459.482646
  nChanged 85
		SP:Iteration 11Q (91935.640000 sec): 3 clusters
  Score: Raw -337121.858001 + Penalty 2588.237585 = -334533.620416
  nChanged 73
		SP:Iteration 12Q (91935.850000 sec): 3 clusters
  Score: Raw -337188.308074 + Penalty 2588.237585 = -334600.070489
  nChanged 72
		SP:Iteration 13Q (91935.990000 sec): 3 clusters
  Score: Raw -337247.548171 + Penalty 2588.237585 = -334659.310587
  nChanged 58
		SP:Iteration 14Q (91936.140000 sec): 3 clusters
  Score: Raw -337286.383110 + Penalty 2588.237585 = -334698.145526
  nChanged 38
		SP:Iteration 15Q (91936.340000 sec): 3 clusters
  Score: Raw -337309.184045 + Penalty 2588.237585 = -334720.946461
  nChanged 32
		SP:Iteration 16Q (91936.530000 sec): 3 clusters
  Score: Raw -337330.385281 + Penalty 2588.237585 = -334742.147696
  nChanged 26
		SP:Iteration 17Q (91936.670000 sec): 3 clusters
  Score: Raw -337347.104702 + Penalty 2588.237585 = -334758.867117
  nChanged 24
		SP:Iteration 18Q (91936.850000 sec): 3 clusters
  Score: Raw -337361.647661 + Penalty 2588.237585 = -334773.410076
  nChanged 17
		SP:Iteration 19Q (91937.030000 sec): 3 clusters
  Score: Raw -337370.887899 + Penalty 2588.237585 = -334782.650314
  nChanged 13
		SP:Iteration 20F (91937.240000 sec): 3 clusters
  Score: Raw -337377.237190 + Penalty 2588.237585 = -334788.999606
  nChanged 11
		SP:Iteration 21Q (91937.400000 sec): 3 clusters
  Score: Raw -337381.473200 + Penalty 2588.237585 = -334793.235615
  nChanged 6
		SP:Iteration 22Q (91937.590000 sec): 3 clusters
  Score: Raw -337383.186477 + Penalty 2588.237585 = -334794.948892
  nChanged 5
		SP:Iteration 23Q (91937.750000 sec): 3 clusters
  Score: Raw -337385.064303 + Penalty 2588.237585 = -334796.826718
  nChanged 6
		SP:Iteration 24Q (91937.920000 sec): 3 clusters
  Score: Raw -337386.638338 + Penalty 2588.237585 = -334798.400753
  nChanged 4
		SP:Iteration 25Q (91938.130000 sec): 3 clusters
  Score: Raw -337387.911830 + Penalty 2588.237585 = -334799.674245
  nChanged 6
		SP:Iteration 26Q (91938.320000 sec): 3 clusters
  Score: Raw -337390.081907 + Penalty 2588.237585 = -334801.844322
  nChanged 5
		SP:Iteration 27Q (91938.450000 sec): 3 clusters
  Score: Raw -337391.759694 + Penalty 2588.237585 = -334803.522109
  nChanged 2
		SP:Iteration 28Q (91938.640000 sec): 3 clusters
  Score: Raw -337392.087456 + Penalty 2588.237585 = -334803.849872
  nChanged 1
		SP:Iteration 29Q (91938.860000 sec): 3 clusters
  Score: Raw -337392.231364 + Penalty 2588.237585 = -334803.993779
  nChanged 1
		SP:Iteration 30Q (91939.020000 sec): 3 clusters
  Score: Raw -337392.423572 + Penalty 2588.237585 = -334804.185988
  nChanged 0
		SP:Iteration 31F (91939.220000 sec): 3 clusters
  Score: Raw -337392.423572 + Penalty 2588.237585 = -334804.185988
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 82 (12375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91939.350000 sec): 2 clusters
  Score: Raw -1500568.596653 + Penalty 1531.307958 = -1499037.288695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91939.590000 sec): 3 clusters
  Score: Raw -1493415.296450 + Penalty 3062.615916 = -1490352.680534
  nChanged 5401
		SP:Iteration 1F (91939.800000 sec): 3 clusters
  Score: Raw -1496656.477287 + Penalty 3062.615916 = -1493593.861371
  nChanged 929
		SP:Iteration 2F (91940.060000 sec): 3 clusters
  Score: Raw -1497246.475114 + Penalty 3062.615916 = -1494183.859198
  nChanged 908
		SP:Iteration 3F (91940.280000 sec): 3 clusters
  Score: Raw -1497871.968052 + Penalty 3062.615916 = -1494809.352136
  nChanged 886
		SP:Iteration 4F (91940.500000 sec): 3 clusters
  Score: Raw -1498561.551995 + Penalty 3062.615916 = -1495498.936079
  nChanged 822
		SP:Iteration 5F (91940.750000 sec): 3 clusters
  Score: Raw -1499219.602882 + Penalty 3062.615916 = -1496156.986966
  nChanged 646
		SP:Iteration 6F (91940.930000 sec): 3 clusters
  Score: Raw -1499711.977362 + Penalty 3062.615916 = -1496649.361446
  nChanged 474
		SP:Iteration 7Q (91941.130000 sec): 3 clusters
  Score: Raw -1500049.360586 + Penalty 3062.615916 = -1496986.744670
  nChanged 339
		SP:Iteration 8Q (91941.400000 sec): 3 clusters
  Score: Raw -1500293.527447 + Penalty 3062.615916 = -1497230.911531
  nChanged 239
		SP:Iteration 9Q (91941.580000 sec): 3 clusters
  Score: Raw -1500455.205081 + Penalty 3062.615916 = -1497392.589165
  nChanged 150
		SP:Iteration 10Q (91941.820000 sec): 3 clusters
  Score: Raw -1500549.420865 + Penalty 3062.615916 = -1497486.804949
  nChanged 104
		SP:Iteration 11Q (91942.020000 sec): 3 clusters
  Score: Raw -1500613.740600 + Penalty 3062.615916 = -1497551.124684
  nChanged 64
		SP:Iteration 12Q (91942.270000 sec): 3 clusters
  Score: Raw -1500665.551768 + Penalty 3062.615916 = -1497602.935852
  nChanged 61
		SP:Iteration 13Q (91942.490000 sec): 3 clusters
  Score: Raw -1500711.374669 + Penalty 3062.615916 = -1497648.758753
  nChanged 48
		SP:Iteration 14Q (91942.690000 sec): 3 clusters
  Score: Raw -1500741.410879 + Penalty 3062.615916 = -1497678.794964
  nChanged 31
		SP:Iteration 15Q (91942.970000 sec): 3 clusters
  Score: Raw -1500765.066809 + Penalty 3062.615916 = -1497702.450893
  nChanged 25
		SP:Iteration 16Q (91943.180000 sec): 3 clusters
  Score: Raw -1500780.348264 + Penalty 3062.615916 = -1497717.732348
  nChanged 17
		SP:Iteration 17Q (91943.390000 sec): 3 clusters
  Score: Raw -1500791.572477 + Penalty 3062.615916 = -1497728.956561
  nChanged 10
		SP:Iteration 18Q (91943.640000 sec): 3 clusters
  Score: Raw -1500798.071686 + Penalty 3062.615916 = -1497735.455770
  nChanged 14
		SP:Iteration 19Q (91943.860000 sec): 3 clusters
  Score: Raw -1500805.868949 + Penalty 3062.615916 = -1497743.253033
  nChanged 9
		SP:Iteration 20F (91944.070000 sec): 3 clusters
  Score: Raw -1500811.388833 + Penalty 3062.615916 = -1497748.772917
  nChanged 11
		SP:Iteration 21Q (91944.290000 sec): 3 clusters
  Score: Raw -1500815.537446 + Penalty 3062.615916 = -1497752.921530
  nChanged 2
		SP:Iteration 22Q (91944.490000 sec): 3 clusters
  Score: Raw -1500817.047084 + Penalty 3062.615916 = -1497754.431168
  nChanged 1
		SP:Iteration 23Q (91944.700000 sec): 3 clusters
  Score: Raw -1500817.386223 + Penalty 3062.615916 = -1497754.770307
  nChanged 1
		SP:Iteration 24Q (91944.930000 sec): 3 clusters
  Score: Raw -1500818.658654 + Penalty 3062.615916 = -1497756.042738
  nChanged 2
		SP:Iteration 25Q (91945.120000 sec): 3 clusters
  Score: Raw -1500819.951106 + Penalty 3062.615916 = -1497757.335190
  nChanged 1
		SP:Iteration 26Q (91945.320000 sec): 3 clusters
  Score: Raw -1500820.918654 + Penalty 3062.615916 = -1497758.302738
  nChanged 3
		SP:Iteration 27Q (91945.540000 sec): 3 clusters
  Score: Raw -1500823.073791 + Penalty 3062.615916 = -1497760.457875
  nChanged 4
		SP:Iteration 28Q (91945.750000 sec): 3 clusters
  Score: Raw -1500825.779270 + Penalty 3062.615916 = -1497763.163354
  nChanged 2
		SP:Iteration 29Q (91945.970000 sec): 3 clusters
  Score: Raw -1500826.381351 + Penalty 3062.615916 = -1497763.765435
  nChanged 0
		SP:Iteration 30F (91946.190000 sec): 3 clusters
  Score: Raw -1500826.381351 + Penalty 3062.615916 = -1497763.765435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 83 (1915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91946.300000 sec): 2 clusters
  Score: Raw -211881.503144 + Penalty 1228.089347 = -210653.413797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91946.460000 sec): 3 clusters
  Score: Raw -211108.000637 + Penalty 2456.178693 = -208651.821944
  nChanged 704
		SP:Iteration 1F (91946.620000 sec): 3 clusters
  Score: Raw -211706.499546 + Penalty 2456.178693 = -209250.320853
  nChanged 194
		SP:Iteration 2F (91946.800000 sec): 3 clusters
  Score: Raw -211933.775072 + Penalty 2456.178693 = -209477.596379
  nChanged 137
		SP:Iteration 3F (91946.960000 sec): 3 clusters
  Score: Raw -212107.178816 + Penalty 2456.178693 = -209651.000123
  nChanged 94
		SP:Iteration 4Q (91947.130000 sec): 3 clusters
  Score: Raw -212213.842781 + Penalty 2456.178693 = -209757.664088
  nChanged 72
		SP:Iteration 5Q (91947.280000 sec): 3 clusters
  Score: Raw -212299.889505 + Penalty 2456.178693 = -209843.710812
  nChanged 55
		SP:Iteration 6Q (91947.460000 sec): 3 clusters
  Score: Raw -212361.856529 + Penalty 2456.178693 = -209905.677836
  nChanged 48
		SP:Iteration 7Q (91947.620000 sec): 3 clusters
  Score: Raw -212412.400357 + Penalty 2456.178693 = -209956.221664
  nChanged 40
		SP:Iteration 8Q (91947.780000 sec): 3 clusters
  Score: Raw -212459.782083 + Penalty 2456.178693 = -210003.603390
  nChanged 40
		SP:Iteration 9Q (91947.960000 sec): 3 clusters
  Score: Raw -212513.385496 + Penalty 2456.178693 = -210057.206803
  nChanged 32
		SP:Iteration 10Q (91948.140000 sec): 3 clusters
  Score: Raw -212538.951643 + Penalty 2456.178693 = -210082.772950
  nChanged 27
		SP:Iteration 11Q (91948.310000 sec): 3 clusters
  Score: Raw -212579.954990 + Penalty 2456.178693 = -210123.776297
  nChanged 32
		SP:Iteration 12Q (91948.480000 sec): 3 clusters
  Score: Raw -212622.822327 + Penalty 2456.178693 = -210166.643634
  nChanged 27
		SP:Iteration 13Q (91948.700000 sec): 3 clusters
  Score: Raw -212659.028164 + Penalty 2456.178693 = -210202.849471
  nChanged 28
		SP:Iteration 14Q (91948.830000 sec): 3 clusters
  Score: Raw -212709.304338 + Penalty 2456.178693 = -210253.125645
  nChanged 26
		SP:Iteration 15Q (91949.000000 sec): 3 clusters
  Score: Raw -212744.865018 + Penalty 2456.178693 = -210288.686325
  nChanged 23
		SP:Iteration 16Q (91949.170000 sec): 3 clusters
  Score: Raw -212764.505481 + Penalty 2456.178693 = -210308.326788
  nChanged 11
		SP:Iteration 17Q (91949.350000 sec): 3 clusters
  Score: Raw -212774.911871 + Penalty 2456.178693 = -210318.733178
  nChanged 17
		SP:Iteration 18Q (91949.580000 sec): 3 clusters
  Score: Raw -212788.136872 + Penalty 2456.178693 = -210331.958179
  nChanged 10
		SP:Iteration 19Q (91949.710000 sec): 3 clusters
  Score: Raw -212793.068017 + Penalty 2456.178693 = -210336.889324
  nChanged 6
		SP:Iteration 20F (91949.870000 sec): 3 clusters
  Score: Raw -212795.603165 + Penalty 2456.178693 = -210339.424472
  nChanged 3
		SP:Iteration 21Q (91950.060000 sec): 3 clusters
  Score: Raw -212797.282625 + Penalty 2456.178693 = -210341.103932
  nChanged 1
		SP:Iteration 22Q (91950.280000 sec): 3 clusters
  Score: Raw -212797.546647 + Penalty 2456.178693 = -210341.367954
  nChanged 0
		SP:Iteration 23F (91950.440000 sec): 3 clusters
  Score: Raw -212797.546647 + Penalty 2456.178693 = -210341.367954
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 84 (246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91950.560000 sec): 2 clusters
  Score: Raw -14369.488382 + Penalty 894.616375 = -13474.872007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91950.720000 sec): 3 clusters
  Score: Raw -14574.326388 + Penalty 1789.232749 = -12785.093639
  nChanged 69
		SP:Iteration 1F (91950.850000 sec): 3 clusters
  Score: Raw -14852.766611 + Penalty 1789.232749 = -13063.533862
  nChanged 28
		SP:Iteration 2F (91950.980000 sec): 3 clusters
  Score: Raw -15009.754116 + Penalty 1789.232749 = -13220.521367
  nChanged 10
		SP:Iteration 3Q (91951.150000 sec): 3 clusters
  Score: Raw -15043.724021 + Penalty 1789.232749 = -13254.491272
  nChanged 4
		SP:Iteration 4Q (91951.340000 sec): 3 clusters
  Score: Raw -15060.128053 + Penalty 1789.232749 = -13270.895304
  nChanged 7
		SP:Iteration 5Q (91951.480000 sec): 3 clusters
  Score: Raw -15096.397545 + Penalty 1789.232749 = -13307.164796
  nChanged 3
		SP:Iteration 6Q (91951.650000 sec): 3 clusters
  Score: Raw -15108.002038 + Penalty 1789.232749 = -13318.769289
  nChanged 1
		SP:Iteration 7Q (91951.800000 sec): 3 clusters
  Score: Raw -15108.979468 + Penalty 1789.232749 = -13319.746719
  nChanged 0
		SP:Iteration 8F (91951.920000 sec): 3 clusters
  Score: Raw -15111.620217 + Penalty 1789.232749 = -13322.387468
  nChanged 1
		SP:Iteration 9Q (91952.110000 sec): 3 clusters
  Score: Raw -15151.591613 + Penalty 1789.232749 = -13362.358864
  nChanged 1
		SP:Iteration 10Q (91952.330000 sec): 3 clusters
  Score: Raw -15153.289795 + Penalty 1789.232749 = -13364.057046
  nChanged 0
		SP:Iteration 11F (91952.490000 sec): 3 clusters
  Score: Raw -15153.289795 + Penalty 1789.232749 = -13364.057046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 85 (451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91952.570000 sec): 2 clusters
  Score: Raw -44458.925948 + Penalty 993.113443 = -43465.812505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91952.760000 sec): 3 clusters
  Score: Raw -44530.957453 + Penalty 1986.226885 = -42544.730567
  nChanged 103
		SP:Iteration 1F (91952.900000 sec): 3 clusters
  Score: Raw -44780.532009 + Penalty 1986.226885 = -42794.305123
  nChanged 25
		SP:Iteration 2F (91953.110000 sec): 3 clusters
  Score: Raw -44847.754395 + Penalty 1986.226885 = -42861.527510
  nChanged 14
		SP:Iteration 3Q (91953.250000 sec): 3 clusters
  Score: Raw -44892.256670 + Penalty 1986.226885 = -42906.029784
  nChanged 9
		SP:Iteration 4Q (91953.430000 sec): 3 clusters
  Score: Raw -44919.438985 + Penalty 1986.226885 = -42933.212100
  nChanged 7
		SP:Iteration 5Q (91953.600000 sec): 3 clusters
  Score: Raw -44942.417801 + Penalty 1986.226885 = -42956.190915
  nChanged 5
		SP:Iteration 6Q (91953.720000 sec): 3 clusters
  Score: Raw -44962.636909 + Penalty 1986.226885 = -42976.410024
  nChanged 6
		SP:Iteration 7Q (91953.890000 sec): 3 clusters
  Score: Raw -44986.303469 + Penalty 1986.226885 = -43000.076583
  nChanged 5
		SP:Iteration 8Q (91954.090000 sec): 3 clusters
  Score: Raw -44999.222412 + Penalty 1986.226885 = -43012.995527
  nChanged 3
		SP:Iteration 9Q (91954.280000 sec): 3 clusters
  Score: Raw -45008.650522 + Penalty 1986.226885 = -43022.423637
  nChanged 4
		SP:Iteration 10Q (91954.450000 sec): 3 clusters
  Score: Raw -45026.994803 + Penalty 1986.226885 = -43040.767917
  nChanged 5
		SP:Iteration 11Q (91954.610000 sec): 3 clusters
  Score: Raw -45049.847143 + Penalty 1986.226885 = -43063.620258
  nChanged 4
		SP:Iteration 12Q (91954.770000 sec): 3 clusters
  Score: Raw -45065.606180 + Penalty 1986.226885 = -43079.379295
  nChanged 7
		SP:Iteration 13Q (91954.940000 sec): 3 clusters
  Score: Raw -45101.376381 + Penalty 1986.226885 = -43115.149495
  nChanged 8
		SP:Iteration 14Q (91955.110000 sec): 3 clusters
  Score: Raw -45149.478133 + Penalty 1986.226885 = -43163.251248
  nChanged 8
		SP:Iteration 15Q (91955.270000 sec): 3 clusters
  Score: Raw -45168.263308 + Penalty 1986.226885 = -43182.036423
  nChanged 5
		SP:Iteration 16Q (91955.440000 sec): 3 clusters
  Score: Raw -45213.424904 + Penalty 1986.226885 = -43227.198019
  nChanged 4
		SP:Iteration 17Q (91955.600000 sec): 3 clusters
  Score: Raw -45223.243007 + Penalty 1986.226885 = -43237.016121
  nChanged 3
		SP:Iteration 18Q (91955.810000 sec): 3 clusters
  Score: Raw -45256.254661 + Penalty 1986.226885 = -43270.027776
  nChanged 3
		SP:Iteration 19Q (91955.960000 sec): 3 clusters
  Score: Raw -45266.546914 + Penalty 1986.226885 = -43280.320029
  nChanged 3
		SP:Iteration 20F (91956.150000 sec): 3 clusters
  Score: Raw -45274.515576 + Penalty 1986.226885 = -43288.288691
  nChanged 1
		SP:Iteration 21Q (91956.330000 sec): 3 clusters
  Score: Raw -45277.339066 + Penalty 1986.226885 = -43291.112181
  nChanged 0
		SP:Iteration 22F (91956.520000 sec): 3 clusters
  Score: Raw -45277.339066 + Penalty 1986.226885 = -43291.112181
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 86 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91956.610000 sec): 2 clusters
  Score: Raw -16670.494224 + Penalty 839.277721 = -15831.216503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91956.760000 sec): 3 clusters
  Score: Raw -16891.326380 + Penalty 1678.555442 = -15212.770938
  nChanged 29
		SP:Iteration 1F (91956.960000 sec): 3 clusters
  Score: Raw -16982.013406 + Penalty 1678.555442 = -15303.457965
  nChanged 6
		SP:Iteration 2Q (91957.130000 sec): 3 clusters
  Score: Raw -16998.037889 + Penalty 1678.555442 = -15319.482448
  nChanged 4
		SP:Iteration 3Q (91957.320000 sec): 3 clusters
  Score: Raw -17017.466262 + Penalty 1678.555442 = -15338.910820
  nChanged 6
		SP:Iteration 4Q (91957.510000 sec): 3 clusters
  Score: Raw -17043.019187 + Penalty 1678.555442 = -15364.463746
  nChanged 6
		SP:Iteration 5Q (91957.690000 sec): 3 clusters
  Score: Raw -17072.052196 + Penalty 1678.555442 = -15393.496754
  nChanged 3
		SP:Iteration 6Q (91957.870000 sec): 3 clusters
  Score: Raw -17085.785524 + Penalty 1678.555442 = -15407.230082
  nChanged 1
		SP:Iteration 7Q (91958.050000 sec): 3 clusters
  Score: Raw -17088.531827 + Penalty 1678.555442 = -15409.976386
  nChanged 0
		SP:Iteration 8F (91958.210000 sec): 3 clusters
  Score: Raw -17088.531827 + Penalty 1678.555442 = -15409.976386
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 87 (1074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91958.330000 sec): 2 clusters
  Score: Raw -124001.112743 + Penalty 1134.111107 = -122867.001636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91958.480000 sec): 3 clusters
  Score: Raw -123606.300379 + Penalty 2268.222214 = -121338.078165
  nChanged 329
		SP:Iteration 1F (91958.630000 sec): 3 clusters
  Score: Raw -123895.520365 + Penalty 2268.222214 = -121627.298151
  nChanged 90
		SP:Iteration 2F (91958.850000 sec): 3 clusters
  Score: Raw -123993.609016 + Penalty 2268.222214 = -121725.386801
  nChanged 49
		SP:Iteration 3Q (91959.000000 sec): 3 clusters
  Score: Raw -124063.210108 + Penalty 2268.222214 = -121794.987893
  nChanged 33
		SP:Iteration 4Q (91959.180000 sec): 3 clusters
  Score: Raw -124112.227345 + Penalty 2268.222214 = -121844.005130
  nChanged 31
		SP:Iteration 5Q (91959.330000 sec): 3 clusters
  Score: Raw -124150.372632 + Penalty 2268.222214 = -121882.150418
  nChanged 22
		SP:Iteration 6Q (91959.490000 sec): 3 clusters
  Score: Raw -124175.579649 + Penalty 2268.222214 = -121907.357434
  nChanged 14
		SP:Iteration 7Q (91959.680000 sec): 3 clusters
  Score: Raw -124192.988891 + Penalty 2268.222214 = -121924.766676
  nChanged 13
		SP:Iteration 8Q (91959.830000 sec): 3 clusters
  Score: Raw -124212.651695 + Penalty 2268.222214 = -121944.429481
  nChanged 11
		SP:Iteration 9Q (91959.990000 sec): 3 clusters
  Score: Raw -124226.685612 + Penalty 2268.222214 = -121958.463398
  nChanged 12
		SP:Iteration 10Q (91960.180000 sec): 3 clusters
  Score: Raw -124240.611055 + Penalty 2268.222214 = -121972.388841
  nChanged 14
		SP:Iteration 11Q (91960.320000 sec): 3 clusters
  Score: Raw -124252.598292 + Penalty 2268.222214 = -121984.376078
  nChanged 8
		SP:Iteration 12Q (91960.490000 sec): 3 clusters
  Score: Raw -124261.152313 + Penalty 2268.222214 = -121992.930098
  nChanged 8
		SP:Iteration 13Q (91960.660000 sec): 3 clusters
  Score: Raw -124270.479619 + Penalty 2268.222214 = -122002.257405
  nChanged 7
		SP:Iteration 14Q (91960.820000 sec): 3 clusters
  Score: Raw -124276.086697 + Penalty 2268.222214 = -122007.864483
  nChanged 5
		SP:Iteration 15Q (91960.980000 sec): 3 clusters
  Score: Raw -124283.710897 + Penalty 2268.222214 = -122015.488683
  nChanged 9
		SP:Iteration 16Q (91961.130000 sec): 3 clusters
  Score: Raw -124298.512722 + Penalty 2268.222214 = -122030.290508
  nChanged 5
		SP:Iteration 17Q (91961.300000 sec): 3 clusters
  Score: Raw -124304.106245 + Penalty 2268.222214 = -122035.884030
  nChanged 6
		SP:Iteration 18Q (91961.500000 sec): 3 clusters
  Score: Raw -124312.607804 + Penalty 2268.222214 = -122044.385589
  nChanged 10
		SP:Iteration 19Q (91961.680000 sec): 3 clusters
  Score: Raw -124322.885938 + Penalty 2268.222214 = -122054.663724
  nChanged 6
		SP:Iteration 20F (91961.830000 sec): 3 clusters
  Score: Raw -124329.688774 + Penalty 2268.222214 = -122061.466560
  nChanged 8
		SP:Iteration 21Q (91961.990000 sec): 3 clusters
  Score: Raw -124338.525910 + Penalty 2268.222214 = -122070.303695
  nChanged 6
		SP:Iteration 22Q (91962.180000 sec): 3 clusters
  Score: Raw -124342.453602 + Penalty 2268.222214 = -122074.231387
  nChanged 2
		SP:Iteration 23Q (91962.390000 sec): 3 clusters
  Score: Raw -124345.595347 + Penalty 2268.222214 = -122077.373133
  nChanged 2
		SP:Iteration 24Q (91962.570000 sec): 3 clusters
  Score: Raw -124346.738019 + Penalty 2268.222214 = -122078.515805
  nChanged 1
		SP:Iteration 25Q (91962.710000 sec): 3 clusters
  Score: Raw -124347.186702 + Penalty 2268.222214 = -122078.964488
  nChanged 1
		SP:Iteration 26Q (91962.890000 sec): 3 clusters
  Score: Raw -124347.682547 + Penalty 2268.222214 = -122079.460333
  nChanged 1
		SP:Iteration 27Q (91963.090000 sec): 3 clusters
  Score: Raw -124348.482583 + Penalty 2268.222214 = -122080.260368
  nChanged 2
		SP:Iteration 28Q (91963.230000 sec): 3 clusters
  Score: Raw -124349.429552 + Penalty 2268.222214 = -122081.207338
  nChanged 0
		SP:Iteration 29F (91963.430000 sec): 3 clusters
  Score: Raw -124349.429552 + Penalty 2268.222214 = -122081.207338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 88 (1368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91963.510000 sec): 2 clusters
  Score: Raw -157843.837648 + Penalty 1173.429578 = -156670.408070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91963.700000 sec): 3 clusters
  Score: Raw -157323.473923 + Penalty 2346.859157 = -154976.614767
  nChanged 448
		SP:Iteration 1F (91963.870000 sec): 3 clusters
  Score: Raw -157708.910124 + Penalty 2346.859157 = -155362.050967
  nChanged 108
		SP:Iteration 2F (91964.050000 sec): 3 clusters
  Score: Raw -157818.142389 + Penalty 2346.859157 = -155471.283232
  nChanged 62
		SP:Iteration 3Q (91964.240000 sec): 3 clusters
  Score: Raw -157871.251001 + Penalty 2346.859157 = -155524.391844
  nChanged 45
		SP:Iteration 4Q (91964.430000 sec): 3 clusters
  Score: Raw -157911.086491 + Penalty 2346.859157 = -155564.227334
  nChanged 44
		SP:Iteration 5Q (91964.600000 sec): 3 clusters
  Score: Raw -157950.155557 + Penalty 2346.859157 = -155603.296400
  nChanged 23
		SP:Iteration 6Q (91964.810000 sec): 3 clusters
  Score: Raw -157966.140016 + Penalty 2346.859157 = -155619.280859
  nChanged 17
		SP:Iteration 7Q (91964.950000 sec): 3 clusters
  Score: Raw -157984.998643 + Penalty 2346.859157 = -155638.139486
  nChanged 23
		SP:Iteration 8Q (91965.140000 sec): 3 clusters
  Score: Raw -158006.075287 + Penalty 2346.859157 = -155659.216130
  nChanged 26
		SP:Iteration 9Q (91965.320000 sec): 3 clusters
  Score: Raw -158030.005922 + Penalty 2346.859157 = -155683.146765
  nChanged 20
		SP:Iteration 10Q (91965.510000 sec): 3 clusters
  Score: Raw -158047.460458 + Penalty 2346.859157 = -155700.601301
  nChanged 17
		SP:Iteration 11Q (91965.680000 sec): 3 clusters
  Score: Raw -158060.838302 + Penalty 2346.859157 = -155713.979145
  nChanged 14
		SP:Iteration 12Q (91965.850000 sec): 3 clusters
  Score: Raw -158069.178798 + Penalty 2346.859157 = -155722.319641
  nChanged 8
		SP:Iteration 13Q (91966.050000 sec): 3 clusters
  Score: Raw -158078.189266 + Penalty 2346.859157 = -155731.330110
  nChanged 15
		SP:Iteration 14Q (91966.170000 sec): 3 clusters
  Score: Raw -158087.513329 + Penalty 2346.859157 = -155740.654172
  nChanged 9
		SP:Iteration 15Q (91966.360000 sec): 3 clusters
  Score: Raw -158092.239134 + Penalty 2346.859157 = -155745.379977
  nChanged 5
		SP:Iteration 16Q (91966.550000 sec): 3 clusters
  Score: Raw -158095.899513 + Penalty 2346.859157 = -155749.040356
  nChanged 5
		SP:Iteration 17Q (91966.710000 sec): 3 clusters
  Score: Raw -158098.000693 + Penalty 2346.859157 = -155751.141536
  nChanged 3
		SP:Iteration 18Q (91966.920000 sec): 3 clusters
  Score: Raw -158099.297552 + Penalty 2346.859157 = -155752.438395
  nChanged 6
		SP:Iteration 19Q (91967.080000 sec): 3 clusters
  Score: Raw -158107.397469 + Penalty 2346.859157 = -155760.538312
  nChanged 11
		SP:Iteration 20F (91967.300000 sec): 3 clusters
  Score: Raw -158117.507674 + Penalty 2346.859157 = -155770.648517
  nChanged 9
		SP:Iteration 21Q (91967.480000 sec): 3 clusters
  Score: Raw -158127.100823 + Penalty 2346.859157 = -155780.241666
  nChanged 11
		SP:Iteration 22Q (91967.600000 sec): 3 clusters
  Score: Raw -158136.746433 + Penalty 2346.859157 = -155789.887276
  nChanged 8
		SP:Iteration 23Q (91967.820000 sec): 3 clusters
  Score: Raw -158143.511658 + Penalty 2346.859157 = -155796.652501
  nChanged 11
		SP:Iteration 24Q (91968.010000 sec): 3 clusters
  Score: Raw -158154.237081 + Penalty 2346.859157 = -155807.377924
  nChanged 17
		SP:Iteration 25Q (91968.160000 sec): 3 clusters
  Score: Raw -158172.792576 + Penalty 2346.859157 = -155825.933419
  nChanged 17
		SP:Iteration 26Q (91968.380000 sec): 3 clusters
  Score: Raw -158194.531396 + Penalty 2346.859157 = -155847.672239
  nChanged 20
		SP:Iteration 27Q (91968.500000 sec): 3 clusters
  Score: Raw -158218.918199 + Penalty 2346.859157 = -155872.059042
  nChanged 17
		SP:Iteration 28Q (91968.650000 sec): 3 clusters
  Score: Raw -158244.805606 + Penalty 2346.859157 = -155897.946449
  nChanged 27
		SP:Iteration 29Q (91968.840000 sec): 3 clusters
  Score: Raw -158276.758349 + Penalty 2346.859157 = -155929.899192
  nChanged 18
		SP:Iteration 30Q (91969.000000 sec): 3 clusters
  Score: Raw -158305.283092 + Penalty 2346.859157 = -155958.423935
  nChanged 28
		SP:Iteration 31Q (91969.170000 sec): 3 clusters
  Score: Raw -158369.901711 + Penalty 2346.859157 = -156023.042554
  nChanged 35
		SP:Iteration 32Q (91969.350000 sec): 3 clusters
  Score: Raw -158435.523518 + Penalty 2346.859157 = -156088.664361
  nChanged 30
		SP:Iteration 33Q (91969.550000 sec): 3 clusters
  Score: Raw -158471.469063 + Penalty 2346.859157 = -156124.609906
  nChanged 22
		SP:Iteration 34Q (91969.740000 sec): 3 clusters
  Score: Raw -158488.568225 + Penalty 2346.859157 = -156141.709069
  nChanged 12
		SP:Iteration 35Q (91969.890000 sec): 3 clusters
  Score: Raw -158501.861837 + Penalty 2346.859157 = -156155.002680
  nChanged 12
		SP:Iteration 36Q (91970.080000 sec): 3 clusters
  Score: Raw -158508.257613 + Penalty 2346.859157 = -156161.398456
  nChanged 7
		SP:Iteration 37Q (91970.280000 sec): 3 clusters
  Score: Raw -158512.507951 + Penalty 2346.859157 = -156165.648794
  nChanged 5
		SP:Iteration 38Q (91970.390000 sec): 3 clusters
  Score: Raw -158515.078549 + Penalty 2346.859157 = -156168.219392
  nChanged 2
		SP:Iteration 39Q (91970.580000 sec): 3 clusters
  Score: Raw -158515.798850 + Penalty 2346.859157 = -156168.939693
  nChanged 0
		SP:Iteration 40F (91970.730000 sec): 3 clusters
  Score: Raw -158515.798850 + Penalty 2346.859157 = -156168.939693
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 89 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91970.820000 sec): 2 clusters
  Score: Raw -51719.784665 + Penalty 994.548331 = -50725.236334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91970.980000 sec): 3 clusters
  Score: Raw -51701.600503 + Penalty 1989.096661 = -49712.503842
  nChanged 100
		SP:Iteration 1F (91971.170000 sec): 3 clusters
  Score: Raw -51869.278680 + Penalty 1989.096661 = -49880.182019
  nChanged 18
		SP:Iteration 2Q (91971.300000 sec): 3 clusters
  Score: Raw -51897.084742 + Penalty 1989.096661 = -49907.988081
  nChanged 5
		SP:Iteration 3Q (91971.460000 sec): 3 clusters
  Score: Raw -51903.382789 + Penalty 1989.096661 = -49914.286128
  nChanged 5
		SP:Iteration 4Q (91971.640000 sec): 3 clusters
  Score: Raw -51914.281615 + Penalty 1989.096661 = -49925.184954
  nChanged 5
		SP:Iteration 5Q (91971.810000 sec): 3 clusters
  Score: Raw -51924.589694 + Penalty 1989.096661 = -49935.493033
  nChanged 1
		SP:Iteration 6Q (91971.960000 sec): 3 clusters
  Score: Raw -51925.894024 + Penalty 1989.096661 = -49936.797363
  nChanged 1
		SP:Iteration 7Q (91972.140000 sec): 3 clusters
  Score: Raw -51928.775482 + Penalty 1989.096661 = -49939.678821
  nChanged 3
		SP:Iteration 8Q (91972.310000 sec): 3 clusters
  Score: Raw -51934.076733 + Penalty 1989.096661 = -49944.980072
  nChanged 1
		SP:Iteration 9Q (91972.510000 sec): 3 clusters
  Score: Raw -51935.928466 + Penalty 1989.096661 = -49946.831805
  nChanged 0
		SP:Iteration 10F (91972.670000 sec): 3 clusters
  Score: Raw -51935.928466 + Penalty 1989.096661 = -49946.831805
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 90 (4478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91972.830000 sec): 2 clusters
  Score: Raw -544818.884658 + Penalty 1366.126417 = -543452.758241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91972.990000 sec): 3 clusters
  Score: Raw -542554.304604 + Penalty 2732.252834 = -539822.051770
  nChanged 1814
		SP:Iteration 1F (91973.170000 sec): 3 clusters
  Score: Raw -543572.220635 + Penalty 2732.252834 = -540839.967800
  nChanged 335
		SP:Iteration 2F (91973.360000 sec): 3 clusters
  Score: Raw -543773.409262 + Penalty 2732.252834 = -541041.156428
  nChanged 245
		SP:Iteration 3F (91973.560000 sec): 3 clusters
  Score: Raw -543931.731151 + Penalty 2732.252834 = -541199.478317
  nChanged 248
		SP:Iteration 4F (91973.740000 sec): 3 clusters
  Score: Raw -544087.303267 + Penalty 2732.252834 = -541355.050433
  nChanged 217
		SP:Iteration 5Q (91973.920000 sec): 3 clusters
  Score: Raw -544225.827699 + Penalty 2732.252834 = -541493.574865
  nChanged 215
		SP:Iteration 6Q (91974.120000 sec): 3 clusters
  Score: Raw -544371.035701 + Penalty 2732.252834 = -541638.782867
  nChanged 202
		SP:Iteration 7Q (91974.340000 sec): 3 clusters
  Score: Raw -544510.939955 + Penalty 2732.252834 = -541778.687121
  nChanged 154
		SP:Iteration 8Q (91974.520000 sec): 3 clusters
  Score: Raw -544604.988758 + Penalty 2732.252834 = -541872.735924
  nChanged 136
		SP:Iteration 9Q (91974.700000 sec): 3 clusters
  Score: Raw -544680.390766 + Penalty 2732.252834 = -541948.137932
  nChanged 102
		SP:Iteration 10Q (91974.890000 sec): 3 clusters
  Score: Raw -544742.370915 + Penalty 2732.252834 = -542010.118081
  nChanged 84
		SP:Iteration 11Q (91975.030000 sec): 3 clusters
  Score: Raw -544798.008094 + Penalty 2732.252834 = -542065.755260
  nChanged 64
		SP:Iteration 12Q (91975.250000 sec): 3 clusters
  Score: Raw -544838.048829 + Penalty 2732.252834 = -542105.795995
  nChanged 56
		SP:Iteration 13Q (91975.430000 sec): 3 clusters
  Score: Raw -544873.988685 + Penalty 2732.252834 = -542141.735851
  nChanged 45
		SP:Iteration 14Q (91975.630000 sec): 3 clusters
  Score: Raw -544902.155852 + Penalty 2732.252834 = -542169.903018
  nChanged 35
		SP:Iteration 15Q (91975.830000 sec): 3 clusters
  Score: Raw -544923.678828 + Penalty 2732.252834 = -542191.425994
  nChanged 38
		SP:Iteration 16Q (91975.990000 sec): 3 clusters
  Score: Raw -544951.937896 + Penalty 2732.252834 = -542219.685062
  nChanged 30
		SP:Iteration 17Q (91976.210000 sec): 3 clusters
  Score: Raw -544971.797663 + Penalty 2732.252834 = -542239.544828
  nChanged 22
		SP:Iteration 18Q (91976.370000 sec): 3 clusters
  Score: Raw -544983.937397 + Penalty 2732.252834 = -542251.684563
  nChanged 13
		SP:Iteration 19Q (91976.580000 sec): 3 clusters
  Score: Raw -544991.802567 + Penalty 2732.252834 = -542259.549733
  nChanged 9
		SP:Iteration 20F (91976.760000 sec): 3 clusters
  Score: Raw -545000.272959 + Penalty 2732.252834 = -542268.020125
  nChanged 7
		SP:Iteration 21Q (91976.940000 sec): 3 clusters
  Score: Raw -545004.320909 + Penalty 2732.252834 = -542272.068075
  nChanged 2
		SP:Iteration 22Q (91977.100000 sec): 3 clusters
  Score: Raw -545005.952197 + Penalty 2732.252834 = -542273.699363
  nChanged 3
		SP:Iteration 23Q (91977.300000 sec): 3 clusters
  Score: Raw -545008.114112 + Penalty 2732.252834 = -542275.861278
  nChanged 7
		SP:Iteration 24Q (91977.450000 sec): 3 clusters
  Score: Raw -545010.735197 + Penalty 2732.252834 = -542278.482363
  nChanged 2
		SP:Iteration 25Q (91977.670000 sec): 3 clusters
  Score: Raw -545011.230898 + Penalty 2732.252834 = -542278.978064
  nChanged 1
		SP:Iteration 26Q (91977.840000 sec): 3 clusters
  Score: Raw -545011.720623 + Penalty 2732.252834 = -542279.467789
  nChanged 0
		SP:Iteration 27F (91978.000000 sec): 3 clusters
  Score: Raw -545011.720623 + Penalty 2732.252834 = -542279.467789
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 91 (1609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91978.120000 sec): 2 clusters
  Score: Raw -182331.588998 + Penalty 1199.797324 = -181131.791674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91978.270000 sec): 3 clusters
  Score: Raw -181705.189666 + Penalty 2399.594648 = -179305.595018
  nChanged 560
		SP:Iteration 1F (91978.460000 sec): 3 clusters
  Score: Raw -182107.949336 + Penalty 2399.594648 = -179708.354688
  nChanged 148
		SP:Iteration 2F (91978.640000 sec): 3 clusters
  Score: Raw -182258.635313 + Penalty 2399.594648 = -179859.040666
  nChanged 83
		SP:Iteration 3F (91978.840000 sec): 3 clusters
  Score: Raw -182340.822514 + Penalty 2399.594648 = -179941.227866
  nChanged 53
		SP:Iteration 4Q (91979.000000 sec): 3 clusters
  Score: Raw -182402.610830 + Penalty 2399.594648 = -180003.016182
  nChanged 52
		SP:Iteration 5Q (91979.150000 sec): 3 clusters
  Score: Raw -182456.213826 + Penalty 2399.594648 = -180056.619178
  nChanged 45
		SP:Iteration 6Q (91979.310000 sec): 3 clusters
  Score: Raw -182496.836547 + Penalty 2399.594648 = -180097.241899
  nChanged 31
		SP:Iteration 7Q (91979.500000 sec): 3 clusters
  Score: Raw -182522.738967 + Penalty 2399.594648 = -180123.144319
  nChanged 21
		SP:Iteration 8Q (91979.670000 sec): 3 clusters
  Score: Raw -182540.246198 + Penalty 2399.594648 = -180140.651550
  nChanged 15
		SP:Iteration 9Q (91979.870000 sec): 3 clusters
  Score: Raw -182551.304964 + Penalty 2399.594648 = -180151.710317
  nChanged 13
		SP:Iteration 10Q (91980.060000 sec): 3 clusters
  Score: Raw -182564.360513 + Penalty 2399.594648 = -180164.765865
  nChanged 12
		SP:Iteration 11Q (91980.250000 sec): 3 clusters
  Score: Raw -182572.743694 + Penalty 2399.594648 = -180173.149046
  nChanged 14
		SP:Iteration 12Q (91980.410000 sec): 3 clusters
  Score: Raw -182584.420389 + Penalty 2399.594648 = -180184.825741
  nChanged 16
		SP:Iteration 13Q (91980.580000 sec): 3 clusters
  Score: Raw -182597.179436 + Penalty 2399.594648 = -180197.584788
  nChanged 17
		SP:Iteration 14Q (91980.780000 sec): 3 clusters
  Score: Raw -182609.900565 + Penalty 2399.594648 = -180210.305917
  nChanged 18
		SP:Iteration 15Q (91980.960000 sec): 3 clusters
  Score: Raw -182618.136925 + Penalty 2399.594648 = -180218.542277
  nChanged 12
		SP:Iteration 16Q (91981.100000 sec): 3 clusters
  Score: Raw -182624.191799 + Penalty 2399.594648 = -180224.597151
  nChanged 11
		SP:Iteration 17Q (91981.280000 sec): 3 clusters
  Score: Raw -182630.300218 + Penalty 2399.594648 = -180230.705570
  nChanged 5
		SP:Iteration 18Q (91981.480000 sec): 3 clusters
  Score: Raw -182632.239034 + Penalty 2399.594648 = -180232.644387
  nChanged 8
		SP:Iteration 19Q (91981.660000 sec): 3 clusters
  Score: Raw -182636.053728 + Penalty 2399.594648 = -180236.459080
  nChanged 7
		SP:Iteration 20F (91981.830000 sec): 3 clusters
  Score: Raw -182642.452973 + Penalty 2399.594648 = -180242.858325
  nChanged 12
		SP:Iteration 21Q (91982.010000 sec): 3 clusters
  Score: Raw -182649.536385 + Penalty 2399.594648 = -180249.941738
  nChanged 6
		SP:Iteration 22Q (91982.180000 sec): 3 clusters
  Score: Raw -182653.529241 + Penalty 2399.594648 = -180253.934593
  nChanged 4
		SP:Iteration 23Q (91982.360000 sec): 3 clusters
  Score: Raw -182658.309645 + Penalty 2399.594648 = -180258.714998
  nChanged 6
		SP:Iteration 24Q (91982.550000 sec): 3 clusters
  Score: Raw -182665.275481 + Penalty 2399.594648 = -180265.680833
  nChanged 6
		SP:Iteration 25Q (91982.730000 sec): 3 clusters
  Score: Raw -182670.685944 + Penalty 2399.594648 = -180271.091296
  nChanged 8
		SP:Iteration 26Q (91982.920000 sec): 3 clusters
  Score: Raw -182676.280275 + Penalty 2399.594648 = -180276.685627
  nChanged 4
		SP:Iteration 27Q (91983.110000 sec): 3 clusters
  Score: Raw -182678.109954 + Penalty 2399.594648 = -180278.515306
  nChanged 1
		SP:Iteration 28Q (91983.260000 sec): 3 clusters
  Score: Raw -182678.491421 + Penalty 2399.594648 = -180278.896773
  nChanged 1
		SP:Iteration 29Q (91983.420000 sec): 3 clusters
  Score: Raw -182680.027333 + Penalty 2399.594648 = -180280.432685
  nChanged 0
		SP:Iteration 30F (91983.590000 sec): 3 clusters
  Score: Raw -182680.027333 + Penalty 2399.594648 = -180280.432685
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 92 (1951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91983.710000 sec): 2 clusters
  Score: Raw -217510.649713 + Penalty 1231.115818 = -216279.533895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91983.890000 sec): 3 clusters
  Score: Raw -216670.000020 + Penalty 2462.231636 = -214207.768385
  nChanged 676
		SP:Iteration 1F (91984.080000 sec): 3 clusters
  Score: Raw -217086.525158 + Penalty 2462.231636 = -214624.293522
  nChanged 171
		SP:Iteration 2F (91984.210000 sec): 3 clusters
  Score: Raw -217221.055558 + Penalty 2462.231636 = -214758.823922
  nChanged 111
		SP:Iteration 3F (91984.380000 sec): 3 clusters
  Score: Raw -217314.467906 + Penalty 2462.231636 = -214852.236270
  nChanged 78
		SP:Iteration 4Q (91984.570000 sec): 3 clusters
  Score: Raw -217407.828272 + Penalty 2462.231636 = -214945.596636
  nChanged 69
		SP:Iteration 5Q (91984.780000 sec): 3 clusters
  Score: Raw -217481.414805 + Penalty 2462.231636 = -215019.183169
  nChanged 59
		SP:Iteration 6Q (91984.950000 sec): 3 clusters
  Score: Raw -217527.836376 + Penalty 2462.231636 = -215065.604740
  nChanged 49
		SP:Iteration 7Q (91985.120000 sec): 3 clusters
  Score: Raw -217570.568788 + Penalty 2462.231636 = -215108.337152
  nChanged 42
		SP:Iteration 8Q (91985.310000 sec): 3 clusters
  Score: Raw -217606.524065 + Penalty 2462.231636 = -215144.292429
  nChanged 36
		SP:Iteration 9Q (91985.490000 sec): 3 clusters
  Score: Raw -217625.871686 + Penalty 2462.231636 = -215163.640050
  nChanged 24
		SP:Iteration 10Q (91985.650000 sec): 3 clusters
  Score: Raw -217641.281442 + Penalty 2462.231636 = -215179.049806
  nChanged 23
		SP:Iteration 11Q (91985.850000 sec): 3 clusters
  Score: Raw -217657.525012 + Penalty 2462.231636 = -215195.293376
  nChanged 24
		SP:Iteration 12Q (91986.050000 sec): 3 clusters
  Score: Raw -217670.411708 + Penalty 2462.231636 = -215208.180072
  nChanged 16
		SP:Iteration 13Q (91986.170000 sec): 3 clusters
  Score: Raw -217684.151710 + Penalty 2462.231636 = -215221.920075
  nChanged 22
		SP:Iteration 14Q (91986.340000 sec): 3 clusters
  Score: Raw -217695.904447 + Penalty 2462.231636 = -215233.672812
  nChanged 20
		SP:Iteration 15Q (91986.550000 sec): 3 clusters
  Score: Raw -217706.305153 + Penalty 2462.231636 = -215244.073517
  nChanged 17
		SP:Iteration 16Q (91986.740000 sec): 3 clusters
  Score: Raw -217719.897564 + Penalty 2462.231636 = -215257.665928
  nChanged 23
		SP:Iteration 17Q (91986.910000 sec): 3 clusters
  Score: Raw -217741.616138 + Penalty 2462.231636 = -215279.384502
  nChanged 30
		SP:Iteration 18Q (91987.080000 sec): 3 clusters
  Score: Raw -217765.061572 + Penalty 2462.231636 = -215302.829937
  nChanged 28
		SP:Iteration 19Q (91987.290000 sec): 3 clusters
  Score: Raw -217782.631917 + Penalty 2462.231636 = -215320.400281
  nChanged 30
		SP:Iteration 20F (91987.470000 sec): 3 clusters
  Score: Raw -217811.384287 + Penalty 2462.231636 = -215349.152652
  nChanged 28
		SP:Iteration 21Q (91987.640000 sec): 3 clusters
  Score: Raw -217833.035707 + Penalty 2462.231636 = -215370.804071
  nChanged 26
		SP:Iteration 22Q (91987.860000 sec): 3 clusters
  Score: Raw -217851.947009 + Penalty 2462.231636 = -215389.715374
  nChanged 30
		SP:Iteration 23Q (91988.000000 sec): 3 clusters
  Score: Raw -217873.082572 + Penalty 2462.231636 = -215410.850936
  nChanged 29
		SP:Iteration 24Q (91988.150000 sec): 3 clusters
  Score: Raw -217889.569156 + Penalty 2462.231636 = -215427.337520
  nChanged 23
		SP:Iteration 25Q (91988.330000 sec): 3 clusters
  Score: Raw -217906.696079 + Penalty 2462.231636 = -215444.464444
  nChanged 25
		SP:Iteration 26Q (91988.540000 sec): 3 clusters
  Score: Raw -217932.155337 + Penalty 2462.231636 = -215469.923701
  nChanged 29
		SP:Iteration 27Q (91988.710000 sec): 3 clusters
  Score: Raw -217958.736360 + Penalty 2462.231636 = -215496.504724
  nChanged 27
		SP:Iteration 28Q (91988.880000 sec): 3 clusters
  Score: Raw -217974.634648 + Penalty 2462.231636 = -215512.403013
  nChanged 18
		SP:Iteration 29Q (91989.060000 sec): 3 clusters
  Score: Raw -217984.333228 + Penalty 2462.231636 = -215522.101592
  nChanged 15
		SP:Iteration 30Q (91989.240000 sec): 3 clusters
  Score: Raw -217993.259970 + Penalty 2462.231636 = -215531.028334
  nChanged 12
		SP:Iteration 31Q (91989.400000 sec): 3 clusters
  Score: Raw -217999.332736 + Penalty 2462.231636 = -215537.101100
  nChanged 13
		SP:Iteration 32Q (91989.610000 sec): 3 clusters
  Score: Raw -218008.017369 + Penalty 2462.231636 = -215545.785734
  nChanged 15
		SP:Iteration 33Q (91989.740000 sec): 3 clusters
  Score: Raw -218015.520833 + Penalty 2462.231636 = -215553.289197
  nChanged 15
		SP:Iteration 34Q (91989.900000 sec): 3 clusters
  Score: Raw -218023.687528 + Penalty 2462.231636 = -215561.455893
  nChanged 14
		SP:Iteration 35Q (91990.060000 sec): 3 clusters
  Score: Raw -218032.524342 + Penalty 2462.231636 = -215570.292706
  nChanged 12
		SP:Iteration 36Q (91990.210000 sec): 3 clusters
  Score: Raw -218037.831953 + Penalty 2462.231636 = -215575.600317
  nChanged 14
		SP:Iteration 37Q (91990.350000 sec): 3 clusters
  Score: Raw -218045.624994 + Penalty 2462.231636 = -215583.393358
  nChanged 18
		SP:Iteration 38Q (91990.550000 sec): 3 clusters
  Score: Raw -218056.088755 + Penalty 2462.231636 = -215593.857119
  nChanged 8
		SP:Iteration 39Q (91990.680000 sec): 3 clusters
  Score: Raw -218060.567159 + Penalty 2462.231636 = -215598.335523
  nChanged 8
		SP:Iteration 40F (91990.840000 sec): 3 clusters
  Score: Raw -218064.814006 + Penalty 2462.231636 = -215602.582371
  nChanged 12
		SP:Iteration 41Q (91990.990000 sec): 3 clusters
  Score: Raw -218070.237676 + Penalty 2462.231636 = -215608.006040
  nChanged 7
		SP:Iteration 42Q (91991.160000 sec): 3 clusters
  Score: Raw -218073.139928 + Penalty 2462.231636 = -215610.908292
  nChanged 8
		SP:Iteration 43Q (91991.300000 sec): 3 clusters
  Score: Raw -218078.362804 + Penalty 2462.231636 = -215616.131169
  nChanged 13
		SP:Iteration 44Q (91991.470000 sec): 3 clusters
  Score: Raw -218086.833593 + Penalty 2462.231636 = -215624.601957
  nChanged 11
		SP:Iteration 45Q (91991.580000 sec): 3 clusters
  Score: Raw -218097.110895 + Penalty 2462.231636 = -215634.879260
  nChanged 8
		SP:Iteration 46Q (91991.740000 sec): 3 clusters
  Score: Raw -218102.931336 + Penalty 2462.231636 = -215640.699700
  nChanged 10
		SP:Iteration 47Q (91991.940000 sec): 3 clusters
  Score: Raw -218109.437751 + Penalty 2462.231636 = -215647.206115
  nChanged 11
		SP:Iteration 48Q (91992.100000 sec): 3 clusters
  Score: Raw -218115.503404 + Penalty 2462.231636 = -215653.271768
  nChanged 7
		SP:Iteration 49Q (91992.320000 sec): 3 clusters
  Score: Raw -218119.817425 + Penalty 2462.231636 = -215657.585789
  nChanged 13
		SP:Iteration 50Q (91992.450000 sec): 3 clusters
  Score: Raw -218127.362734 + Penalty 2462.231636 = -215665.131099
  nChanged 11
		SP:Iteration 51Q (91992.640000 sec): 3 clusters
  Score: Raw -218137.256300 + Penalty 2462.231636 = -215675.024665
  nChanged 11
		SP:Iteration 52Q (91992.840000 sec): 3 clusters
  Score: Raw -218147.066919 + Penalty 2462.231636 = -215684.835283
  nChanged 20
		SP:Iteration 53Q (91992.980000 sec): 3 clusters
  Score: Raw -218161.397600 + Penalty 2462.231636 = -215699.165964
  nChanged 18
		SP:Iteration 54Q (91993.190000 sec): 3 clusters
  Score: Raw -218172.155108 + Penalty 2462.231636 = -215709.923472
  nChanged 16
		SP:Iteration 55Q (91993.340000 sec): 3 clusters
  Score: Raw -218189.889705 + Penalty 2462.231636 = -215727.658069
  nChanged 20
		SP:Iteration 56Q (91993.510000 sec): 3 clusters
  Score: Raw -218204.061226 + Penalty 2462.231636 = -215741.829590
  nChanged 18
		SP:Iteration 57Q (91993.710000 sec): 3 clusters
  Score: Raw -218218.161229 + Penalty 2462.231636 = -215755.929594
  nChanged 15
		SP:Iteration 58Q (91993.860000 sec): 3 clusters
  Score: Raw -218225.291858 + Penalty 2462.231636 = -215763.060222
  nChanged 5
		SP:Iteration 59Q (91994.060000 sec): 3 clusters
  Score: Raw -218227.070004 + Penalty 2462.231636 = -215764.838368
  nChanged 0
		SP:Iteration 60F (91994.230000 sec): 3 clusters
  Score: Raw -218227.070004 + Penalty 2462.231636 = -215764.838368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 93 (2430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91994.300000 sec): 2 clusters
  Score: Raw -280156.442798 + Penalty 1266.792562 = -278889.650236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91994.500000 sec): 3 clusters
  Score: Raw -279048.947723 + Penalty 2533.585124 = -276515.362599
  nChanged 924
		SP:Iteration 1F (91994.690000 sec): 3 clusters
  Score: Raw -279652.874812 + Penalty 2533.585124 = -277119.289688
  nChanged 183
		SP:Iteration 2F (91994.860000 sec): 3 clusters
  Score: Raw -279821.462741 + Penalty 2533.585124 = -277287.877617
  nChanged 136
		SP:Iteration 3F (91995.080000 sec): 3 clusters
  Score: Raw -279953.829453 + Penalty 2533.585124 = -277420.244329
  nChanged 123
		SP:Iteration 4F (91995.250000 sec): 3 clusters
  Score: Raw -280097.871430 + Penalty 2533.585124 = -277564.286305
  nChanged 138
		SP:Iteration 5F (91995.400000 sec): 3 clusters
  Score: Raw -280259.791671 + Penalty 2533.585124 = -277726.206546
  nChanged 130
		SP:Iteration 6F (91995.590000 sec): 3 clusters
  Score: Raw -280392.076887 + Penalty 2533.585124 = -277858.491763
  nChanged 109
		SP:Iteration 7Q (91995.780000 sec): 3 clusters
  Score: Raw -280493.415350 + Penalty 2533.585124 = -277959.830226
  nChanged 93
		SP:Iteration 8Q (91995.970000 sec): 3 clusters
  Score: Raw -280583.356442 + Penalty 2533.585124 = -278049.771317
  nChanged 92
		SP:Iteration 9Q (91996.140000 sec): 3 clusters
  Score: Raw -280676.813436 + Penalty 2533.585124 = -278143.228311
  nChanged 77
		SP:Iteration 10Q (91996.340000 sec): 3 clusters
  Score: Raw -280736.151618 + Penalty 2533.585124 = -278202.566494
  nChanged 46
		SP:Iteration 11Q (91996.520000 sec): 3 clusters
  Score: Raw -280762.851828 + Penalty 2533.585124 = -278229.266704
  nChanged 34
		SP:Iteration 12Q (91996.720000 sec): 3 clusters
  Score: Raw -280781.443322 + Penalty 2533.585124 = -278247.858197
  nChanged 28
		SP:Iteration 13Q (91996.900000 sec): 3 clusters
  Score: Raw -280796.559670 + Penalty 2533.585124 = -278262.974546
  nChanged 25
		SP:Iteration 14Q (91997.080000 sec): 3 clusters
  Score: Raw -280808.748844 + Penalty 2533.585124 = -278275.163720
  nChanged 19
		SP:Iteration 15Q (91997.280000 sec): 3 clusters
  Score: Raw -280819.232579 + Penalty 2533.585124 = -278285.647455
  nChanged 16
		SP:Iteration 16Q (91997.430000 sec): 3 clusters
  Score: Raw -280826.147654 + Penalty 2533.585124 = -278292.562529
  nChanged 10
		SP:Iteration 17Q (91997.640000 sec): 3 clusters
  Score: Raw -280830.847688 + Penalty 2533.585124 = -278297.262564
  nChanged 9
		SP:Iteration 18Q (91997.830000 sec): 3 clusters
  Score: Raw -280835.967617 + Penalty 2533.585124 = -278302.382493
  nChanged 11
		SP:Iteration 19Q (91998.010000 sec): 3 clusters
  Score: Raw -280841.898397 + Penalty 2533.585124 = -278308.313273
  nChanged 11
		SP:Iteration 20F (91998.170000 sec): 3 clusters
  Score: Raw -280848.983596 + Penalty 2533.585124 = -278315.398472
  nChanged 11
		SP:Iteration 21Q (91998.360000 sec): 3 clusters
  Score: Raw -280855.734317 + Penalty 2533.585124 = -278322.149193
  nChanged 8
		SP:Iteration 22Q (91998.560000 sec): 3 clusters
  Score: Raw -280860.942924 + Penalty 2533.585124 = -278327.357800
  nChanged 8
		SP:Iteration 23Q (91998.720000 sec): 3 clusters
  Score: Raw -280865.374358 + Penalty 2533.585124 = -278331.789234
  nChanged 9
		SP:Iteration 24Q (91998.890000 sec): 3 clusters
  Score: Raw -280870.342871 + Penalty 2533.585124 = -278336.757746
  nChanged 4
		SP:Iteration 25Q (91999.050000 sec): 3 clusters
  Score: Raw -280872.283255 + Penalty 2533.585124 = -278338.698130
  nChanged 5
		SP:Iteration 26Q (91999.240000 sec): 3 clusters
  Score: Raw -280874.869490 + Penalty 2533.585124 = -278341.284366
  nChanged 13
		SP:Iteration 27Q (91999.430000 sec): 3 clusters
  Score: Raw -280881.741479 + Penalty 2533.585124 = -278348.156354
  nChanged 12
		SP:Iteration 28Q (91999.590000 sec): 3 clusters
  Score: Raw -280887.709921 + Penalty 2533.585124 = -278354.124797
  nChanged 9
		SP:Iteration 29Q (91999.760000 sec): 3 clusters
  Score: Raw -280895.341959 + Penalty 2533.585124 = -278361.756835
  nChanged 11
		SP:Iteration 30Q (91999.920000 sec): 3 clusters
  Score: Raw -280901.875162 + Penalty 2533.585124 = -278368.290038
  nChanged 8
		SP:Iteration 31Q (92000.120000 sec): 3 clusters
  Score: Raw -280906.819133 + Penalty 2533.585124 = -278373.234009
  nChanged 6
		SP:Iteration 32Q (92000.290000 sec): 3 clusters
  Score: Raw -280912.528173 + Penalty 2533.585124 = -278378.943048
  nChanged 5
		SP:Iteration 33Q (92000.510000 sec): 3 clusters
  Score: Raw -280916.644608 + Penalty 2533.585124 = -278383.059483
  nChanged 2
		SP:Iteration 34Q (92000.680000 sec): 3 clusters
  Score: Raw -280918.796160 + Penalty 2533.585124 = -278385.211036
  nChanged 3
		SP:Iteration 35Q (92000.870000 sec): 3 clusters
  Score: Raw -280921.869534 + Penalty 2533.585124 = -278388.284410
  nChanged 4
		SP:Iteration 36Q (92001.040000 sec): 3 clusters
  Score: Raw -280923.691610 + Penalty 2533.585124 = -278390.106486
  nChanged 4
		SP:Iteration 37Q (92001.190000 sec): 3 clusters
  Score: Raw -280925.741653 + Penalty 2533.585124 = -278392.156529
  nChanged 2
		SP:Iteration 38Q (92001.390000 sec): 3 clusters
  Score: Raw -280926.225763 + Penalty 2533.585124 = -278392.640639
  nChanged 3
		SP:Iteration 39Q (92001.560000 sec): 3 clusters
  Score: Raw -280929.398516 + Penalty 2533.585124 = -278395.813392
  nChanged 5
		SP:Iteration 40F (92001.710000 sec): 3 clusters
  Score: Raw -280932.667859 + Penalty 2533.585124 = -278399.082735
  nChanged 2
		SP:Iteration 41Q (92001.870000 sec): 3 clusters
  Score: Raw -280934.119366 + Penalty 2533.585124 = -278400.534241
  nChanged 2
		SP:Iteration 42Q (92002.020000 sec): 3 clusters
  Score: Raw -280935.481449 + Penalty 2533.585124 = -278401.896325
  nChanged 3
		SP:Iteration 43Q (92002.210000 sec): 3 clusters
  Score: Raw -280937.720001 + Penalty 2533.585124 = -278404.134876
  nChanged 5
		SP:Iteration 44Q (92002.390000 sec): 3 clusters
  Score: Raw -280940.381034 + Penalty 2533.585124 = -278406.795910
  nChanged 3
		SP:Iteration 45Q (92002.560000 sec): 3 clusters
  Score: Raw -280941.620366 + Penalty 2533.585124 = -278408.035242
  nChanged 3
		SP:Iteration 46Q (92002.760000 sec): 3 clusters
  Score: Raw -280942.780845 + Penalty 2533.585124 = -278409.195721
  nChanged 5
		SP:Iteration 47Q (92002.950000 sec): 3 clusters
  Score: Raw -280945.949243 + Penalty 2533.585124 = -278412.364119
  nChanged 4
		SP:Iteration 48Q (92003.110000 sec): 3 clusters
  Score: Raw -280947.215063 + Penalty 2533.585124 = -278413.629939
  nChanged 0
		SP:Iteration 49F (92003.300000 sec): 3 clusters
  Score: Raw -280947.215063 + Penalty 2533.585124 = -278413.629939
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 94 (7800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92003.390000 sec): 2 clusters
  Score: Raw -922358.549691 + Penalty 1456.305340 = -920902.244351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92003.630000 sec): 3 clusters
  Score: Raw -918130.209021 + Penalty 2912.610679 = -915217.598342
  nChanged 3325
		SP:Iteration 1F (92003.830000 sec): 3 clusters
  Score: Raw -919982.842180 + Penalty 2912.610679 = -917070.231501
  nChanged 515
		SP:Iteration 2F (92004.050000 sec): 3 clusters
  Score: Raw -920211.556927 + Penalty 2912.610679 = -917298.946248
  nChanged 394
		SP:Iteration 3F (92004.230000 sec): 3 clusters
  Score: Raw -920388.740923 + Penalty 2912.610679 = -917476.130244
  nChanged 349
		SP:Iteration 4Q (92004.440000 sec): 3 clusters
  Score: Raw -920554.701399 + Penalty 2912.610679 = -917642.090720
  nChanged 337
		SP:Iteration 5Q (92004.640000 sec): 3 clusters
  Score: Raw -920734.764736 + Penalty 2912.610679 = -917822.154057
  nChanged 315
		SP:Iteration 6Q (92004.850000 sec): 3 clusters
  Score: Raw -920897.429744 + Penalty 2912.610679 = -917984.819065
  nChanged 298
		SP:Iteration 7Q (92005.080000 sec): 3 clusters
  Score: Raw -921074.647551 + Penalty 2912.610679 = -918162.036872
  nChanged 306
		SP:Iteration 8Q (92005.280000 sec): 3 clusters
  Score: Raw -921274.985018 + Penalty 2912.610679 = -918362.374339
  nChanged 268
		SP:Iteration 9Q (92005.480000 sec): 3 clusters
  Score: Raw -921444.099589 + Penalty 2912.610679 = -918531.488910
  nChanged 237
		SP:Iteration 10Q (92005.720000 sec): 3 clusters
  Score: Raw -921578.683333 + Penalty 2912.610679 = -918666.072654
  nChanged 203
		SP:Iteration 11Q (92005.880000 sec): 3 clusters
  Score: Raw -921688.517975 + Penalty 2912.610679 = -918775.907296
  nChanged 172
		SP:Iteration 12Q (92006.080000 sec): 3 clusters
  Score: Raw -921763.503236 + Penalty 2912.610679 = -918850.892557
  nChanged 129
		SP:Iteration 13Q (92006.300000 sec): 3 clusters
  Score: Raw -921814.462112 + Penalty 2912.610679 = -918901.851432
  nChanged 118
		SP:Iteration 14Q (92006.510000 sec): 3 clusters
  Score: Raw -921867.626155 + Penalty 2912.610679 = -918955.015476
  nChanged 110
		SP:Iteration 15Q (92006.720000 sec): 3 clusters
  Score: Raw -921907.927798 + Penalty 2912.610679 = -918995.317118
  nChanged 89
		SP:Iteration 16Q (92006.870000 sec): 3 clusters
  Score: Raw -921941.268276 + Penalty 2912.610679 = -919028.657597
  nChanged 64
		SP:Iteration 17Q (92007.100000 sec): 3 clusters
  Score: Raw -921960.183938 + Penalty 2912.610679 = -919047.573259
  nChanged 54
		SP:Iteration 18Q (92007.260000 sec): 3 clusters
  Score: Raw -921975.804874 + Penalty 2912.610679 = -919063.194195
  nChanged 48
		SP:Iteration 19Q (92007.460000 sec): 3 clusters
  Score: Raw -921990.657556 + Penalty 2912.610679 = -919078.046877
  nChanged 39
		SP:Iteration 20F (92007.670000 sec): 3 clusters
  Score: Raw -922002.693084 + Penalty 2912.610679 = -919090.082405
  nChanged 37
		SP:Iteration 21Q (92007.840000 sec): 3 clusters
  Score: Raw -922011.451949 + Penalty 2912.610679 = -919098.841270
  nChanged 26
		SP:Iteration 22Q (92008.040000 sec): 3 clusters
  Score: Raw -922017.844740 + Penalty 2912.610679 = -919105.234061
  nChanged 32
		SP:Iteration 23Q (92008.250000 sec): 3 clusters
  Score: Raw -922028.423041 + Penalty 2912.610679 = -919115.812362
  nChanged 35
		SP:Iteration 24Q (92008.450000 sec): 3 clusters
  Score: Raw -922039.426521 + Penalty 2912.610679 = -919126.815841
  nChanged 37
		SP:Iteration 25Q (92008.640000 sec): 3 clusters
  Score: Raw -922051.650368 + Penalty 2912.610679 = -919139.039689
  nChanged 31
		SP:Iteration 26Q (92008.820000 sec): 3 clusters
  Score: Raw -922061.443344 + Penalty 2912.610679 = -919148.832665
  nChanged 33
		SP:Iteration 27Q (92009.020000 sec): 3 clusters
  Score: Raw -922071.173762 + Penalty 2912.610679 = -919158.563082
  nChanged 26
		SP:Iteration 28Q (92009.190000 sec): 3 clusters
  Score: Raw -922078.516396 + Penalty 2912.610679 = -919165.905717
  nChanged 29
		SP:Iteration 29Q (92009.390000 sec): 3 clusters
  Score: Raw -922088.308193 + Penalty 2912.610679 = -919175.697514
  nChanged 28
		SP:Iteration 30Q (92009.580000 sec): 3 clusters
  Score: Raw -922101.233636 + Penalty 2912.610679 = -919188.622957
  nChanged 37
		SP:Iteration 31Q (92009.800000 sec): 3 clusters
  Score: Raw -922118.960818 + Penalty 2912.610679 = -919206.350139
  nChanged 52
		SP:Iteration 32Q (92010.030000 sec): 3 clusters
  Score: Raw -922141.619994 + Penalty 2912.610679 = -919229.009315
  nChanged 35
		SP:Iteration 33Q (92010.230000 sec): 3 clusters
  Score: Raw -922163.042745 + Penalty 2912.610679 = -919250.432066
  nChanged 61
		SP:Iteration 34Q (92010.420000 sec): 3 clusters
  Score: Raw -922197.321835 + Penalty 2912.610679 = -919284.711156
  nChanged 57
		SP:Iteration 35Q (92010.640000 sec): 3 clusters
  Score: Raw -922221.585398 + Penalty 2912.610679 = -919308.974719
  nChanged 58
		SP:Iteration 36Q (92010.860000 sec): 3 clusters
  Score: Raw -922244.225036 + Penalty 2912.610679 = -919331.614356
  nChanged 39
		SP:Iteration 37Q (92011.050000 sec): 3 clusters
  Score: Raw -922260.187044 + Penalty 2912.610679 = -919347.576365
  nChanged 33
		SP:Iteration 38Q (92011.250000 sec): 3 clusters
  Score: Raw -922270.976096 + Penalty 2912.610679 = -919358.365417
  nChanged 27
		SP:Iteration 39Q (92011.490000 sec): 3 clusters
  Score: Raw -922278.143180 + Penalty 2912.610679 = -919365.532501
  nChanged 22
		SP:Iteration 40F (92011.690000 sec): 3 clusters
  Score: Raw -922283.910977 + Penalty 2912.610679 = -919371.300298
  nChanged 20
		SP:Iteration 41Q (92011.870000 sec): 3 clusters
  Score: Raw -922290.944476 + Penalty 2912.610679 = -919378.333797
  nChanged 27
		SP:Iteration 42Q (92012.040000 sec): 3 clusters
  Score: Raw -922299.042126 + Penalty 2912.610679 = -919386.431447
  nChanged 25
		SP:Iteration 43Q (92012.260000 sec): 3 clusters
  Score: Raw -922308.029285 + Penalty 2912.610679 = -919395.418606
  nChanged 24
		SP:Iteration 44Q (92012.430000 sec): 3 clusters
  Score: Raw -922317.613778 + Penalty 2912.610679 = -919405.003099
  nChanged 26
		SP:Iteration 45Q (92012.600000 sec): 3 clusters
  Score: Raw -922328.418264 + Penalty 2912.610679 = -919415.807585
  nChanged 35
		SP:Iteration 46Q (92012.790000 sec): 3 clusters
  Score: Raw -922342.794600 + Penalty 2912.610679 = -919430.183921
  nChanged 31
		SP:Iteration 47Q (92013.030000 sec): 3 clusters
  Score: Raw -922354.828509 + Penalty 2912.610679 = -919442.217829
  nChanged 34
		SP:Iteration 48Q (92013.180000 sec): 3 clusters
  Score: Raw -922367.930097 + Penalty 2912.610679 = -919455.319418
  nChanged 34
		SP:Iteration 49Q (92013.380000 sec): 3 clusters
  Score: Raw -922377.797661 + Penalty 2912.610679 = -919465.186982
  nChanged 27
		SP:Iteration 50Q (92013.580000 sec): 3 clusters
  Score: Raw -922388.710474 + Penalty 2912.610679 = -919476.099795
  nChanged 26
		SP:Iteration 51Q (92013.790000 sec): 3 clusters
  Score: Raw -922397.118369 + Penalty 2912.610679 = -919484.507690
  nChanged 28
		SP:Iteration 52Q (92013.960000 sec): 3 clusters
  Score: Raw -922409.357675 + Penalty 2912.610679 = -919496.746996
  nChanged 28
		SP:Iteration 53Q (92014.170000 sec): 3 clusters
  Score: Raw -922418.349927 + Penalty 2912.610679 = -919505.739248
  nChanged 21
		SP:Iteration 54Q (92014.370000 sec): 3 clusters
  Score: Raw -922424.723526 + Penalty 2912.610679 = -919512.112847
  nChanged 18
		SP:Iteration 55Q (92014.600000 sec): 3 clusters
  Score: Raw -922430.678830 + Penalty 2912.610679 = -919518.068151
  nChanged 18
		SP:Iteration 56Q (92014.780000 sec): 3 clusters
  Score: Raw -922434.284724 + Penalty 2912.610679 = -919521.674045
  nChanged 10
		SP:Iteration 57Q (92014.960000 sec): 3 clusters
  Score: Raw -922436.487301 + Penalty 2912.610679 = -919523.876622
  nChanged 12
		SP:Iteration 58Q (92015.210000 sec): 3 clusters
  Score: Raw -922440.053108 + Penalty 2912.610679 = -919527.442429
  nChanged 13
		SP:Iteration 59Q (92015.380000 sec): 3 clusters
  Score: Raw -922445.567744 + Penalty 2912.610679 = -919532.957065
  nChanged 14
		SP:Iteration 60F (92015.620000 sec): 3 clusters
  Score: Raw -922450.356991 + Penalty 2912.610679 = -919537.746312
  nChanged 13
		SP:Iteration 61Q (92015.830000 sec): 3 clusters
  Score: Raw -922453.189482 + Penalty 2912.610679 = -919540.578803
  nChanged 12
		SP:Iteration 62Q (92015.980000 sec): 3 clusters
  Score: Raw -922455.842011 + Penalty 2912.610679 = -919543.231332
  nChanged 13
		SP:Iteration 63Q (92016.160000 sec): 3 clusters
  Score: Raw -922459.066253 + Penalty 2912.610679 = -919546.455574
  nChanged 13
		SP:Iteration 64Q (92016.350000 sec): 3 clusters
  Score: Raw -922461.020149 + Penalty 2912.610679 = -919548.409470
  nChanged 10
		SP:Iteration 65Q (92016.560000 sec): 3 clusters
  Score: Raw -922462.628837 + Penalty 2912.610679 = -919550.018158
  nChanged 5
		SP:Iteration 66Q (92016.780000 sec): 3 clusters
  Score: Raw -922463.357754 + Penalty 2912.610679 = -919550.747074
  nChanged 8
		SP:Iteration 67Q (92016.990000 sec): 3 clusters
  Score: Raw -922464.717004 + Penalty 2912.610679 = -919552.106325
  nChanged 5
		SP:Iteration 68Q (92017.220000 sec): 3 clusters
  Score: Raw -922465.796256 + Penalty 2912.610679 = -919553.185577
  nChanged 4
		SP:Iteration 69Q (92017.380000 sec): 3 clusters
  Score: Raw -922466.778326 + Penalty 2912.610679 = -919554.167646
  nChanged 2
		SP:Iteration 70Q (92017.570000 sec): 3 clusters
  Score: Raw -922467.164455 + Penalty 2912.610679 = -919554.553776
  nChanged 2
		SP:Iteration 71Q (92017.790000 sec): 3 clusters
  Score: Raw -922467.403958 + Penalty 2912.610679 = -919554.793279
  nChanged 2
		SP:Iteration 72Q (92017.970000 sec): 3 clusters
  Score: Raw -922467.644403 + Penalty 2912.610679 = -919555.033724
  nChanged 1
		SP:Iteration 73Q (92018.190000 sec): 3 clusters
  Score: Raw -922467.837601 + Penalty 2912.610679 = -919555.226922
  nChanged 1
		SP:Iteration 74Q (92018.400000 sec): 3 clusters
  Score: Raw -922468.043302 + Penalty 2912.610679 = -919555.432623
  nChanged 1
		SP:Iteration 75Q (92018.590000 sec): 3 clusters
  Score: Raw -922468.205854 + Penalty 2912.610679 = -919555.595174
  nChanged 0
		SP:Iteration 76F (92018.830000 sec): 3 clusters
  Score: Raw -922468.205854 + Penalty 2912.610679 = -919555.595174
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 95 (6622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92018.900000 sec): 2 clusters
  Score: Raw -782011.282318 + Penalty 1429.699817 = -780581.582501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92019.110000 sec): 3 clusters
  Score: Raw -778395.060007 + Penalty 2859.399633 = -775535.660374
  nChanged 2774
		SP:Iteration 1F (92019.310000 sec): 3 clusters
  Score: Raw -779968.530227 + Penalty 2859.399633 = -777109.130593
  nChanged 524
		SP:Iteration 2F (92019.480000 sec): 3 clusters
  Score: Raw -780308.863315 + Penalty 2859.399633 = -777449.463682
  nChanged 458
		SP:Iteration 3F (92019.680000 sec): 3 clusters
  Score: Raw -780627.215543 + Penalty 2859.399633 = -777767.815909
  nChanged 449
		SP:Iteration 4F (92019.900000 sec): 3 clusters
  Score: Raw -780950.131364 + Penalty 2859.399633 = -778090.731731
  nChanged 410
		SP:Iteration 5F (92020.060000 sec): 3 clusters
  Score: Raw -781261.450144 + Penalty 2859.399633 = -778402.050511
  nChanged 354
		SP:Iteration 6F (92020.290000 sec): 3 clusters
  Score: Raw -781564.586235 + Penalty 2859.399633 = -778705.186601
  nChanged 306
		SP:Iteration 7Q (92020.470000 sec): 3 clusters
  Score: Raw -781850.349436 + Penalty 2859.399633 = -778990.949802
  nChanged 266
		SP:Iteration 8Q (92020.730000 sec): 3 clusters
  Score: Raw -782108.199276 + Penalty 2859.399633 = -779248.799642
  nChanged 185
		SP:Iteration 9Q (92020.930000 sec): 3 clusters
  Score: Raw -782308.945480 + Penalty 2859.399633 = -779449.545847
  nChanged 146
		SP:Iteration 10Q (92021.160000 sec): 3 clusters
  Score: Raw -782470.159176 + Penalty 2859.399633 = -779610.759543
  nChanged 86
		SP:Iteration 11Q (92021.330000 sec): 3 clusters
  Score: Raw -782560.581416 + Penalty 2859.399633 = -779701.181782
  nChanged 72
		SP:Iteration 12Q (92021.520000 sec): 3 clusters
  Score: Raw -782615.585286 + Penalty 2859.399633 = -779756.185653
  nChanged 43
		SP:Iteration 13Q (92021.680000 sec): 3 clusters
  Score: Raw -782645.285900 + Penalty 2859.399633 = -779785.886267
  nChanged 31
		SP:Iteration 14Q (92021.880000 sec): 3 clusters
  Score: Raw -782665.493520 + Penalty 2859.399633 = -779806.093887
  nChanged 28
		SP:Iteration 15Q (92022.110000 sec): 3 clusters
  Score: Raw -782681.347458 + Penalty 2859.399633 = -779821.947825
  nChanged 20
		SP:Iteration 16Q (92022.260000 sec): 3 clusters
  Score: Raw -782694.090748 + Penalty 2859.399633 = -779834.691115
  nChanged 21
		SP:Iteration 17Q (92022.520000 sec): 3 clusters
  Score: Raw -782704.868219 + Penalty 2859.399633 = -779845.468586
  nChanged 15
		SP:Iteration 18Q (92022.680000 sec): 3 clusters
  Score: Raw -782713.101007 + Penalty 2859.399633 = -779853.701374
  nChanged 14
		SP:Iteration 19Q (92022.880000 sec): 3 clusters
  Score: Raw -782718.853781 + Penalty 2859.399633 = -779859.454147
  nChanged 11
		SP:Iteration 20F (92023.080000 sec): 3 clusters
  Score: Raw -782724.507319 + Penalty 2859.399633 = -779865.107686
  nChanged 11
		SP:Iteration 21Q (92023.290000 sec): 3 clusters
  Score: Raw -782730.717498 + Penalty 2859.399633 = -779871.317865
  nChanged 5
		SP:Iteration 22Q (92023.470000 sec): 3 clusters
  Score: Raw -782732.716088 + Penalty 2859.399633 = -779873.316455
  nChanged 5
		SP:Iteration 23Q (92023.680000 sec): 3 clusters
  Score: Raw -782734.370429 + Penalty 2859.399633 = -779874.970796
  nChanged 4
		SP:Iteration 24Q (92023.890000 sec): 3 clusters
  Score: Raw -782735.931014 + Penalty 2859.399633 = -779876.531381
  nChanged 3
		SP:Iteration 25Q (92024.050000 sec): 3 clusters
  Score: Raw -782736.235766 + Penalty 2859.399633 = -779876.836132
  nChanged 0
		SP:Iteration 26F (92024.260000 sec): 3 clusters
  Score: Raw -782736.235766 + Penalty 2859.399633 = -779876.836132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 96 (3427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92024.340000 sec): 2 clusters
  Score: Raw -410236.360438 + Penalty 1322.659085 = -408913.701353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92024.530000 sec): 3 clusters
  Score: Raw -408580.778243 + Penalty 2645.318170 = -405935.460074
  nChanged 1305
		SP:Iteration 1F (92024.750000 sec): 3 clusters
  Score: Raw -409329.939810 + Penalty 2645.318170 = -406684.621640
  nChanged 274
		SP:Iteration 2F (92024.900000 sec): 3 clusters
  Score: Raw -409502.551953 + Penalty 2645.318170 = -406857.233784
  nChanged 181
		SP:Iteration 3F (92025.090000 sec): 3 clusters
  Score: Raw -409610.588342 + Penalty 2645.318170 = -406965.270173
  nChanged 134
		SP:Iteration 4Q (92025.250000 sec): 3 clusters
  Score: Raw -409683.707456 + Penalty 2645.318170 = -407038.389286
  nChanged 121
		SP:Iteration 5Q (92025.430000 sec): 3 clusters
  Score: Raw -409743.806857 + Penalty 2645.318170 = -407098.488687
  nChanged 93
		SP:Iteration 6Q (92025.600000 sec): 3 clusters
  Score: Raw -409785.884512 + Penalty 2645.318170 = -407140.566343
  nChanged 83
		SP:Iteration 7Q (92025.790000 sec): 3 clusters
  Score: Raw -409827.923694 + Penalty 2645.318170 = -407182.605524
  nChanged 72
		SP:Iteration 8Q (92025.940000 sec): 3 clusters
  Score: Raw -409860.093898 + Penalty 2645.318170 = -407214.775728
  nChanged 58
		SP:Iteration 9Q (92026.160000 sec): 3 clusters
  Score: Raw -409891.435164 + Penalty 2645.318170 = -407246.116994
  nChanged 55
		SP:Iteration 10Q (92026.360000 sec): 3 clusters
  Score: Raw -409917.292740 + Penalty 2645.318170 = -407271.974571
  nChanged 53
		SP:Iteration 11Q (92026.520000 sec): 3 clusters
  Score: Raw -409941.546371 + Penalty 2645.318170 = -407296.228202
  nChanged 52
		SP:Iteration 12Q (92026.730000 sec): 3 clusters
  Score: Raw -409965.841854 + Penalty 2645.318170 = -407320.523684
  nChanged 42
		SP:Iteration 13Q (92026.880000 sec): 3 clusters
  Score: Raw -409982.091453 + Penalty 2645.318170 = -407336.773283
  nChanged 34
		SP:Iteration 14Q (92027.080000 sec): 3 clusters
  Score: Raw -409997.559956 + Penalty 2645.318170 = -407352.241787
  nChanged 45
		SP:Iteration 15Q (92027.290000 sec): 3 clusters
  Score: Raw -410018.888311 + Penalty 2645.318170 = -407373.570141
  nChanged 49
		SP:Iteration 16Q (92027.440000 sec): 3 clusters
  Score: Raw -410046.549800 + Penalty 2645.318170 = -407401.231631
  nChanged 63
		SP:Iteration 17Q (92027.670000 sec): 3 clusters
  Score: Raw -410075.908145 + Penalty 2645.318170 = -407430.589976
  nChanged 56
		SP:Iteration 18Q (92027.830000 sec): 3 clusters
  Score: Raw -410102.699233 + Penalty 2645.318170 = -407457.381063
  nChanged 47
		SP:Iteration 19Q (92028.000000 sec): 3 clusters
  Score: Raw -410125.053754 + Penalty 2645.318170 = -407479.735585
  nChanged 54
		SP:Iteration 20F (92028.180000 sec): 3 clusters
  Score: Raw -410152.531060 + Penalty 2645.318170 = -407507.212891
  nChanged 67
		SP:Iteration 21Q (92028.360000 sec): 3 clusters
  Score: Raw -410195.275923 + Penalty 2645.318170 = -407549.957754
  nChanged 67
		SP:Iteration 22Q (92028.550000 sec): 3 clusters
  Score: Raw -410243.749210 + Penalty 2645.318170 = -407598.431040
  nChanged 67
		SP:Iteration 23Q (92028.710000 sec): 3 clusters
  Score: Raw -410296.258273 + Penalty 2645.318170 = -407650.940104
  nChanged 69
		SP:Iteration 24Q (92028.890000 sec): 3 clusters
  Score: Raw -410352.267953 + Penalty 2645.318170 = -407706.949784
  nChanged 74
		SP:Iteration 25Q (92029.070000 sec): 3 clusters
  Score: Raw -410405.049261 + Penalty 2645.318170 = -407759.731092
  nChanged 60
		SP:Iteration 26Q (92029.250000 sec): 3 clusters
  Score: Raw -410445.625418 + Penalty 2645.318170 = -407800.307248
  nChanged 42
		SP:Iteration 27Q (92029.450000 sec): 3 clusters
  Score: Raw -410475.050413 + Penalty 2645.318170 = -407829.732243
  nChanged 27
		SP:Iteration 28Q (92029.650000 sec): 3 clusters
  Score: Raw -410492.563509 + Penalty 2645.318170 = -407847.245339
  nChanged 31
		SP:Iteration 29Q (92029.830000 sec): 3 clusters
  Score: Raw -410513.743006 + Penalty 2645.318170 = -407868.424837
  nChanged 21
		SP:Iteration 30Q (92030.030000 sec): 3 clusters
  Score: Raw -410527.827457 + Penalty 2645.318170 = -407882.509287
  nChanged 21
		SP:Iteration 31Q (92030.210000 sec): 3 clusters
  Score: Raw -410541.389475 + Penalty 2645.318170 = -407896.071306
  nChanged 13
		SP:Iteration 32Q (92030.360000 sec): 3 clusters
  Score: Raw -410547.386061 + Penalty 2645.318170 = -407902.067891
  nChanged 9
		SP:Iteration 33Q (92030.570000 sec): 3 clusters
  Score: Raw -410553.058723 + Penalty 2645.318170 = -407907.740554
  nChanged 6
		SP:Iteration 34Q (92030.780000 sec): 3 clusters
  Score: Raw -410555.598471 + Penalty 2645.318170 = -407910.280301
  nChanged 4
		SP:Iteration 35Q (92030.970000 sec): 3 clusters
  Score: Raw -410558.207562 + Penalty 2645.318170 = -407912.889392
  nChanged 3
		SP:Iteration 36Q (92031.160000 sec): 3 clusters
  Score: Raw -410559.783265 + Penalty 2645.318170 = -407914.465096
  nChanged 1
		SP:Iteration 37Q (92031.300000 sec): 3 clusters
  Score: Raw -410560.496850 + Penalty 2645.318170 = -407915.178680
  nChanged 1
		SP:Iteration 38Q (92031.480000 sec): 3 clusters
  Score: Raw -410561.407600 + Penalty 2645.318170 = -407916.089430
  nChanged 1
		SP:Iteration 39Q (92031.660000 sec): 3 clusters
  Score: Raw -410561.744105 + Penalty 2645.318170 = -407916.425935
  nChanged 0
		SP:Iteration 40F (92031.820000 sec): 3 clusters
  Score: Raw -410561.744105 + Penalty 2645.318170 = -407916.425935
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 97 (1639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92031.960000 sec): 2 clusters
  Score: Raw -187997.304195 + Penalty 1202.799257 = -186794.504939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92032.140000 sec): 3 clusters
  Score: Raw -187338.039903 + Penalty 2405.598513 = -184932.441390
  nChanged 547
		SP:Iteration 1F (92032.300000 sec): 3 clusters
  Score: Raw -187819.272765 + Penalty 2405.598513 = -185413.674252
  nChanged 153
		SP:Iteration 2F (92032.450000 sec): 3 clusters
  Score: Raw -188068.888248 + Penalty 2405.598513 = -185663.289735
  nChanged 110
		SP:Iteration 3F (92032.640000 sec): 3 clusters
  Score: Raw -188292.285925 + Penalty 2405.598513 = -185886.687412
  nChanged 112
		SP:Iteration 4F (92032.840000 sec): 3 clusters
  Score: Raw -188518.437256 + Penalty 2405.598513 = -186112.838743
  nChanged 106
		SP:Iteration 5F (92033.020000 sec): 3 clusters
  Score: Raw -188683.657717 + Penalty 2405.598513 = -186278.059204
  nChanged 76
		SP:Iteration 6Q (92033.210000 sec): 3 clusters
  Score: Raw -188795.415250 + Penalty 2405.598513 = -186389.816737
  nChanged 64
		SP:Iteration 7Q (92033.370000 sec): 3 clusters
  Score: Raw -188896.444564 + Penalty 2405.598513 = -186490.846051
  nChanged 43
		SP:Iteration 8Q (92033.550000 sec): 3 clusters
  Score: Raw -188986.198746 + Penalty 2405.598513 = -186580.600233
  nChanged 41
		SP:Iteration 9Q (92033.700000 sec): 3 clusters
  Score: Raw -189060.571101 + Penalty 2405.598513 = -186654.972587
  nChanged 34
		SP:Iteration 10Q (92033.850000 sec): 3 clusters
  Score: Raw -189102.102995 + Penalty 2405.598513 = -186696.504481
  nChanged 22
		SP:Iteration 11Q (92034.020000 sec): 3 clusters
  Score: Raw -189136.305405 + Penalty 2405.598513 = -186730.706892
  nChanged 16
		SP:Iteration 12Q (92034.180000 sec): 3 clusters
  Score: Raw -189160.731017 + Penalty 2405.598513 = -186755.132504
  nChanged 12
		SP:Iteration 13Q (92034.400000 sec): 3 clusters
  Score: Raw -189178.807939 + Penalty 2405.598513 = -186773.209426
  nChanged 12
		SP:Iteration 14Q (92034.550000 sec): 3 clusters
  Score: Raw -189194.967346 + Penalty 2405.598513 = -186789.368833
  nChanged 11
		SP:Iteration 15Q (92034.720000 sec): 3 clusters
  Score: Raw -189206.556392 + Penalty 2405.598513 = -186800.957879
  nChanged 9
		SP:Iteration 16Q (92034.920000 sec): 3 clusters
  Score: Raw -189214.992359 + Penalty 2405.598513 = -186809.393846
  nChanged 7
		SP:Iteration 17Q (92035.110000 sec): 3 clusters
  Score: Raw -189220.694715 + Penalty 2405.598513 = -186815.096202
  nChanged 6
		SP:Iteration 18Q (92035.270000 sec): 3 clusters
  Score: Raw -189224.945861 + Penalty 2405.598513 = -186819.347348
  nChanged 5
		SP:Iteration 19Q (92035.430000 sec): 3 clusters
  Score: Raw -189227.548070 + Penalty 2405.598513 = -186821.949557
  nChanged 6
		SP:Iteration 20F (92035.610000 sec): 3 clusters
  Score: Raw -189232.015701 + Penalty 2405.598513 = -186826.417188
  nChanged 3
		SP:Iteration 21Q (92035.780000 sec): 3 clusters
  Score: Raw -189234.418026 + Penalty 2405.598513 = -186828.819513
  nChanged 2
		SP:Iteration 22Q (92035.950000 sec): 3 clusters
  Score: Raw -189235.178634 + Penalty 2405.598513 = -186829.580121
  nChanged 0
		SP:Iteration 23F (92036.070000 sec): 3 clusters
  Score: Raw -189235.178634 + Penalty 2405.598513 = -186829.580121
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 113.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 98 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92036.170000 sec): 2 clusters
  Score: Raw -36769.816015 + Penalty 944.310411 = -35825.505604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92036.380000 sec): 3 clusters
  Score: Raw -36794.847472 + Penalty 1888.620823 = -34906.226649
  nChanged 61
		SP:Iteration 1F (92036.550000 sec): 3 clusters
  Score: Raw -36932.794946 + Penalty 1888.620823 = -35044.174124
  nChanged 17
		SP:Iteration 2F (92036.700000 sec): 3 clusters
  Score: Raw -36971.747559 + Penalty 1888.620823 = -35083.126736
  nChanged 7
		SP:Iteration 3Q (92036.870000 sec): 3 clusters
  Score: Raw -36988.243539 + Penalty 1888.620823 = -35099.622716
  nChanged 6
		SP:Iteration 4Q (92037.070000 sec): 3 clusters
  Score: Raw -37011.509753 + Penalty 1888.620823 = -35122.888930
  nChanged 2
		SP:Iteration 5Q (92037.250000 sec): 3 clusters
  Score: Raw -37014.115995 + Penalty 1888.620823 = -35125.495173
  nChanged 2
		SP:Iteration 6Q (92037.400000 sec): 3 clusters
  Score: Raw -37018.646904 + Penalty 1888.620823 = -35130.026081
  nChanged 2
		SP:Iteration 7Q (92037.550000 sec): 3 clusters
  Score: Raw -37021.696789 + Penalty 1888.620823 = -35133.075966
  nChanged 1
		SP:Iteration 8Q (92037.750000 sec): 3 clusters
  Score: Raw -37022.738970 + Penalty 1888.620823 = -35134.118147
  nChanged 0
		SP:Iteration 9F (92037.890000 sec): 3 clusters
  Score: Raw -37022.738970 + Penalty 1888.620823 = -35134.118147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 99 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92038.000000 sec): 2 clusters
  Score: Raw -143400.754343 + Penalty 1156.017868 = -142244.736475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92038.150000 sec): 3 clusters
  Score: Raw -143013.819994 + Penalty 2312.035736 = -140701.784258
  nChanged 382
		SP:Iteration 1F (92038.370000 sec): 3 clusters
  Score: Raw -143465.046578 + Penalty 2312.035736 = -141153.010843
  nChanged 150
		SP:Iteration 2F (92038.520000 sec): 3 clusters
  Score: Raw -143688.031443 + Penalty 2312.035736 = -141375.995707
  nChanged 76
		SP:Iteration 3F (92038.690000 sec): 3 clusters
  Score: Raw -143787.935725 + Penalty 2312.035736 = -141475.899990
  nChanged 51
		SP:Iteration 4Q (92038.890000 sec): 3 clusters
  Score: Raw -143862.714790 + Penalty 2312.035736 = -141550.679054
  nChanged 39
		SP:Iteration 5Q (92039.050000 sec): 3 clusters
  Score: Raw -143903.945924 + Penalty 2312.035736 = -141591.910188
  nChanged 20
		SP:Iteration 6Q (92039.260000 sec): 3 clusters
  Score: Raw -143927.848052 + Penalty 2312.035736 = -141615.812316
  nChanged 15
		SP:Iteration 7Q (92039.410000 sec): 3 clusters
  Score: Raw -143947.315686 + Penalty 2312.035736 = -141635.279951
  nChanged 15
		SP:Iteration 8Q (92039.600000 sec): 3 clusters
  Score: Raw -143960.564921 + Penalty 2312.035736 = -141648.529186
  nChanged 9
		SP:Iteration 9Q (92039.810000 sec): 3 clusters
  Score: Raw -143966.448164 + Penalty 2312.035736 = -141654.412428
  nChanged 6
		SP:Iteration 10Q (92039.940000 sec): 3 clusters
  Score: Raw -143971.223556 + Penalty 2312.035736 = -141659.187820
  nChanged 3
		SP:Iteration 11Q (92040.140000 sec): 3 clusters
  Score: Raw -143973.243367 + Penalty 2312.035736 = -141661.207631
  nChanged 2
		SP:Iteration 12Q (92040.330000 sec): 3 clusters
  Score: Raw -143973.954849 + Penalty 2312.035736 = -141661.919114
  nChanged 0
		SP:Iteration 13F (92040.500000 sec): 3 clusters
  Score: Raw -143973.954849 + Penalty 2312.035736 = -141661.919114
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 100 (1474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92040.590000 sec): 2 clusters
  Score: Raw -174044.454086 + Penalty 1185.556949 = -172858.897137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92040.770000 sec): 3 clusters
  Score: Raw -173490.348304 + Penalty 2371.113899 = -171119.234405
  nChanged 503
		SP:Iteration 1F (92040.980000 sec): 3 clusters
  Score: Raw -173798.101922 + Penalty 2371.113899 = -171426.988023
  nChanged 86
		SP:Iteration 2F (92041.170000 sec): 3 clusters
  Score: Raw -173858.370398 + Penalty 2371.113899 = -171487.256499
  nChanged 50
		SP:Iteration 3Q (92041.330000 sec): 3 clusters
  Score: Raw -173894.736841 + Penalty 2371.113899 = -171523.622942
  nChanged 42
		SP:Iteration 4Q (92041.520000 sec): 3 clusters
  Score: Raw -173930.091151 + Penalty 2371.113899 = -171558.977252
  nChanged 32
		SP:Iteration 5Q (92041.650000 sec): 3 clusters
  Score: Raw -173956.855124 + Penalty 2371.113899 = -171585.741226
  nChanged 26
		SP:Iteration 6Q (92041.840000 sec): 3 clusters
  Score: Raw -173984.987146 + Penalty 2371.113899 = -171613.873248
  nChanged 24
		SP:Iteration 7Q (92041.990000 sec): 3 clusters
  Score: Raw -174002.571879 + Penalty 2371.113899 = -171631.457980
  nChanged 28
		SP:Iteration 8Q (92042.180000 sec): 3 clusters
  Score: Raw -174026.457916 + Penalty 2371.113899 = -171655.344017
  nChanged 32
		SP:Iteration 9Q (92042.370000 sec): 3 clusters
  Score: Raw -174049.398475 + Penalty 2371.113899 = -171678.284576
  nChanged 30
		SP:Iteration 10Q (92042.530000 sec): 3 clusters
  Score: Raw -174074.851285 + Penalty 2371.113899 = -171703.737386
  nChanged 26
		SP:Iteration 11Q (92042.710000 sec): 3 clusters
  Score: Raw -174092.551730 + Penalty 2371.113899 = -171721.437831
  nChanged 18
		SP:Iteration 12Q (92042.890000 sec): 3 clusters
  Score: Raw -174103.481225 + Penalty 2371.113899 = -171732.367327
  nChanged 17
		SP:Iteration 13Q (92043.050000 sec): 3 clusters
  Score: Raw -174114.311037 + Penalty 2371.113899 = -171743.197138
  nChanged 15
		SP:Iteration 14Q (92043.240000 sec): 3 clusters
  Score: Raw -174125.565208 + Penalty 2371.113899 = -171754.451309
  nChanged 16
		SP:Iteration 15Q (92043.390000 sec): 3 clusters
  Score: Raw -174142.328106 + Penalty 2371.113899 = -171771.214207
  nChanged 18
		SP:Iteration 16Q (92043.550000 sec): 3 clusters
  Score: Raw -174156.486237 + Penalty 2371.113899 = -171785.372339
  nChanged 14
		SP:Iteration 17Q (92043.710000 sec): 3 clusters
  Score: Raw -174166.547734 + Penalty 2371.113899 = -171795.433835
  nChanged 7
		SP:Iteration 18Q (92043.900000 sec): 3 clusters
  Score: Raw -174171.235884 + Penalty 2371.113899 = -171800.121985
  nChanged 7
		SP:Iteration 19Q (92044.060000 sec): 3 clusters
  Score: Raw -174174.553538 + Penalty 2371.113899 = -171803.439640
  nChanged 6
		SP:Iteration 20F (92044.290000 sec): 3 clusters
  Score: Raw -174177.067656 + Penalty 2371.113899 = -171805.953757
  nChanged 5
		SP:Iteration 21Q (92044.450000 sec): 3 clusters
  Score: Raw -174178.775926 + Penalty 2371.113899 = -171807.662028
  nChanged 5
		SP:Iteration 22Q (92044.620000 sec): 3 clusters
  Score: Raw -174181.347896 + Penalty 2371.113899 = -171810.233998
  nChanged 5
		SP:Iteration 23Q (92044.770000 sec): 3 clusters
  Score: Raw -174183.816338 + Penalty 2371.113899 = -171812.702440
  nChanged 5
		SP:Iteration 24Q (92044.960000 sec): 3 clusters
  Score: Raw -174186.635626 + Penalty 2371.113899 = -171815.521727
  nChanged 3
		SP:Iteration 25Q (92045.120000 sec): 3 clusters
  Score: Raw -174187.974509 + Penalty 2371.113899 = -171816.860610
  nChanged 2
		SP:Iteration 26Q (92045.310000 sec): 3 clusters
  Score: Raw -174188.806513 + Penalty 2371.113899 = -171817.692614
  nChanged 0
		SP:Iteration 27F (92045.500000 sec): 3 clusters
  Score: Raw -174188.806513 + Penalty 2371.113899 = -171817.692614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 101 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92045.570000 sec): 2 clusters
  Score: Raw -57013.199868 + Penalty 1037.867889 = -55975.331979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92045.790000 sec): 3 clusters
  Score: Raw -56972.598915 + Penalty 2075.735779 = -54896.863136
  nChanged 154
		SP:Iteration 1F (92045.930000 sec): 3 clusters
  Score: Raw -57260.897615 + Penalty 2075.735779 = -55185.161836
  nChanged 50
		SP:Iteration 2F (92046.120000 sec): 3 clusters
  Score: Raw -57396.516347 + Penalty 2075.735779 = -55320.780568
  nChanged 28
		SP:Iteration 3Q (92046.270000 sec): 3 clusters
  Score: Raw -57481.440251 + Penalty 2075.735779 = -55405.704473
  nChanged 21
		SP:Iteration 4Q (92046.480000 sec): 3 clusters
  Score: Raw -57525.328774 + Penalty 2075.735779 = -55449.592996
  nChanged 13
		SP:Iteration 5Q (92046.610000 sec): 3 clusters
  Score: Raw -57558.360670 + Penalty 2075.735779 = -55482.624891
  nChanged 13
		SP:Iteration 6Q (92046.770000 sec): 3 clusters
  Score: Raw -57596.736345 + Penalty 2075.735779 = -55521.000566
  nChanged 12
		SP:Iteration 7Q (92046.980000 sec): 3 clusters
  Score: Raw -57624.246289 + Penalty 2075.735779 = -55548.510511
  nChanged 5
		SP:Iteration 8Q (92047.140000 sec): 3 clusters
  Score: Raw -57634.712441 + Penalty 2075.735779 = -55558.976662
  nChanged 6
		SP:Iteration 9Q (92047.300000 sec): 3 clusters
  Score: Raw -57651.436690 + Penalty 2075.735779 = -55575.700911
  nChanged 4
		SP:Iteration 10Q (92047.520000 sec): 3 clusters
  Score: Raw -57658.857254 + Penalty 2075.735779 = -55583.121475
  nChanged 2
		SP:Iteration 11Q (92047.720000 sec): 3 clusters
  Score: Raw -57663.908348 + Penalty 2075.735779 = -55588.172569
  nChanged 3
		SP:Iteration 12Q (92047.890000 sec): 3 clusters
  Score: Raw -57667.580258 + Penalty 2075.735779 = -55591.844480
  nChanged 1
		SP:Iteration 13Q (92048.030000 sec): 3 clusters
  Score: Raw -57668.597994 + Penalty 2075.735779 = -55592.862215
  nChanged 0
		SP:Iteration 14F (92048.210000 sec): 3 clusters
  Score: Raw -57668.597994 + Penalty 2075.735779 = -55592.862215
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 102 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92048.340000 sec): 2 clusters
  Score: Raw -20548.971596 + Penalty 856.026951 = -19692.944646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92048.480000 sec): 3 clusters
  Score: Raw -20802.971700 + Penalty 1712.053902 = -19090.917798
  nChanged 34
		SP:Iteration 1F (92048.640000 sec): 3 clusters
  Score: Raw -20958.992884 + Penalty 1712.053902 = -19246.938983
  nChanged 13
		SP:Iteration 2F (92048.840000 sec): 3 clusters
  Score: Raw -20996.123594 + Penalty 1712.053902 = -19284.069692
  nChanged 7
		SP:Iteration 3Q (92049.010000 sec): 3 clusters
  Score: Raw -21015.553306 + Penalty 1712.053902 = -19303.499405
  nChanged 6
		SP:Iteration 4Q (92049.210000 sec): 3 clusters
  Score: Raw -21074.335270 + Penalty 1712.053902 = -19362.281368
  nChanged 6
		SP:Iteration 5Q (92049.380000 sec): 3 clusters
  Score: Raw -21094.768400 + Penalty 1712.053902 = -19382.714499
  nChanged 6
		SP:Iteration 6Q (92049.500000 sec): 3 clusters
  Score: Raw -21126.043919 + Penalty 1712.053902 = -19413.990017
  nChanged 2
		SP:Iteration 7Q (92049.660000 sec): 3 clusters
  Score: Raw -21132.794946 + Penalty 1712.053902 = -19420.741044
  nChanged 2
		SP:Iteration 8Q (92049.870000 sec): 3 clusters
  Score: Raw -21141.650131 + Penalty 1712.053902 = -19429.596230
  nChanged 1
		SP:Iteration 9Q (92050.030000 sec): 3 clusters
  Score: Raw -21144.872757 + Penalty 1712.053902 = -19432.818856
  nChanged 0
		SP:Iteration 10F (92050.230000 sec): 3 clusters
  Score: Raw -21144.872757 + Penalty 1712.053902 = -19432.818856
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 103 (853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92050.340000 sec): 2 clusters
  Score: Raw -96797.027730 + Penalty 1096.673426 = -95700.354304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92050.500000 sec): 3 clusters
  Score: Raw -96547.744921 + Penalty 2193.346853 = -94354.398068
  nChanged 238
		SP:Iteration 1F (92050.650000 sec): 3 clusters
  Score: Raw -96789.512598 + Penalty 2193.346853 = -94596.165745
  nChanged 69
		SP:Iteration 2F (92050.830000 sec): 3 clusters
  Score: Raw -96893.948354 + Penalty 2193.346853 = -94700.601501
  nChanged 38
		SP:Iteration 3Q (92051.020000 sec): 3 clusters
  Score: Raw -96942.500862 + Penalty 2193.346853 = -94749.154010
  nChanged 23
		SP:Iteration 4Q (92051.200000 sec): 3 clusters
  Score: Raw -96966.565135 + Penalty 2193.346853 = -94773.218282
  nChanged 9
		SP:Iteration 5Q (92051.370000 sec): 3 clusters
  Score: Raw -96982.274415 + Penalty 2193.346853 = -94788.927562
  nChanged 15
		SP:Iteration 6Q (92051.560000 sec): 3 clusters
  Score: Raw -97001.986663 + Penalty 2193.346853 = -94808.639810
  nChanged 12
		SP:Iteration 7Q (92051.720000 sec): 3 clusters
  Score: Raw -97016.908878 + Penalty 2193.346853 = -94823.562025
  nChanged 8
		SP:Iteration 8Q (92051.900000 sec): 3 clusters
  Score: Raw -97022.575098 + Penalty 2193.346853 = -94829.228245
  nChanged 6
		SP:Iteration 9Q (92052.100000 sec): 3 clusters
  Score: Raw -97029.308023 + Penalty 2193.346853 = -94835.961170
  nChanged 9
		SP:Iteration 10Q (92052.250000 sec): 3 clusters
  Score: Raw -97037.029582 + Penalty 2193.346853 = -94843.682729
  nChanged 4
		SP:Iteration 11Q (92052.410000 sec): 3 clusters
  Score: Raw -97038.901583 + Penalty 2193.346853 = -94845.554731
  nChanged 3
		SP:Iteration 12Q (92052.630000 sec): 3 clusters
  Score: Raw -97039.983424 + Penalty 2193.346853 = -94846.636571
  nChanged 1
		SP:Iteration 13Q (92052.780000 sec): 3 clusters
  Score: Raw -97041.163743 + Penalty 2193.346853 = -94847.816890
  nChanged 0
		SP:Iteration 14F (92053.010000 sec): 3 clusters
  Score: Raw -97041.163743 + Penalty 2193.346853 = -94847.816890
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 104 (3590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92053.130000 sec): 2 clusters
  Score: Raw -418106.995351 + Penalty 1330.209966 = -416776.785385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92053.300000 sec): 3 clusters
  Score: Raw -416348.285539 + Penalty 2660.419931 = -413687.865608
  nChanged 1435
		SP:Iteration 1F (92053.470000 sec): 3 clusters
  Score: Raw -417300.232501 + Penalty 2660.419931 = -414639.812570
  nChanged 317
		SP:Iteration 2F (92053.640000 sec): 3 clusters
  Score: Raw -417605.619084 + Penalty 2660.419931 = -414945.199153
  nChanged 256
		SP:Iteration 3F (92053.820000 sec): 3 clusters
  Score: Raw -417834.321329 + Penalty 2660.419931 = -415173.901397
  nChanged 210
		SP:Iteration 4F (92053.980000 sec): 3 clusters
  Score: Raw -417998.547526 + Penalty 2660.419931 = -415338.127594
  nChanged 155
		SP:Iteration 5Q (92054.150000 sec): 3 clusters
  Score: Raw -418100.675025 + Penalty 2660.419931 = -415440.255094
  nChanged 109
		SP:Iteration 6Q (92054.320000 sec): 3 clusters
  Score: Raw -418171.351037 + Penalty 2660.419931 = -415510.931106
  nChanged 90
		SP:Iteration 7Q (92054.520000 sec): 3 clusters
  Score: Raw -418225.058759 + Penalty 2660.419931 = -415564.638827
  nChanged 67
		SP:Iteration 8Q (92054.680000 sec): 3 clusters
  Score: Raw -418259.379890 + Penalty 2660.419931 = -415598.959958
  nChanged 67
		SP:Iteration 9Q (92054.860000 sec): 3 clusters
  Score: Raw -418294.513194 + Penalty 2660.419931 = -415634.093262
  nChanged 56
		SP:Iteration 10Q (92055.080000 sec): 3 clusters
  Score: Raw -418323.841852 + Penalty 2660.419931 = -415663.421920
  nChanged 58
		SP:Iteration 11Q (92055.250000 sec): 3 clusters
  Score: Raw -418352.497409 + Penalty 2660.419931 = -415692.077478
  nChanged 57
		SP:Iteration 12Q (92055.450000 sec): 3 clusters
  Score: Raw -418383.694262 + Penalty 2660.419931 = -415723.274331
  nChanged 49
		SP:Iteration 13Q (92055.630000 sec): 3 clusters
  Score: Raw -418414.825050 + Penalty 2660.419931 = -415754.405119
  nChanged 59
		SP:Iteration 14Q (92055.810000 sec): 3 clusters
  Score: Raw -418446.845616 + Penalty 2660.419931 = -415786.425684
  nChanged 48
		SP:Iteration 15Q (92056.000000 sec): 3 clusters
  Score: Raw -418472.344532 + Penalty 2660.419931 = -415811.924600
  nChanged 43
		SP:Iteration 16Q (92056.140000 sec): 3 clusters
  Score: Raw -418494.083099 + Penalty 2660.419931 = -415833.663167
  nChanged 46
		SP:Iteration 17Q (92056.330000 sec): 3 clusters
  Score: Raw -418521.676643 + Penalty 2660.419931 = -415861.256712
  nChanged 51
		SP:Iteration 18Q (92056.510000 sec): 3 clusters
  Score: Raw -418556.236696 + Penalty 2660.419931 = -415895.816765
  nChanged 46
		SP:Iteration 19Q (92056.660000 sec): 3 clusters
  Score: Raw -418585.254009 + Penalty 2660.419931 = -415924.834078
  nChanged 38
		SP:Iteration 20F (92056.860000 sec): 3 clusters
  Score: Raw -418610.839855 + Penalty 2660.419931 = -415950.419924
  nChanged 47
		SP:Iteration 21Q (92057.040000 sec): 3 clusters
  Score: Raw -418640.572905 + Penalty 2660.419931 = -415980.152974
  nChanged 47
		SP:Iteration 22Q (92057.200000 sec): 3 clusters
  Score: Raw -418666.393552 + Penalty 2660.419931 = -416005.973621
  nChanged 36
		SP:Iteration 23Q (92057.360000 sec): 3 clusters
  Score: Raw -418684.139841 + Penalty 2660.419931 = -416023.719910
  nChanged 50
		SP:Iteration 24Q (92057.550000 sec): 3 clusters
  Score: Raw -418718.130433 + Penalty 2660.419931 = -416057.710502
  nChanged 62
		SP:Iteration 25Q (92057.730000 sec): 3 clusters
  Score: Raw -418766.444720 + Penalty 2660.419931 = -416106.024789
  nChanged 72
		SP:Iteration 26Q (92057.910000 sec): 3 clusters
  Score: Raw -418827.419935 + Penalty 2660.419931 = -416167.000003
  nChanged 67
		SP:Iteration 27Q (92058.070000 sec): 3 clusters
  Score: Raw -418882.378629 + Penalty 2660.419931 = -416221.958697
  nChanged 61
		SP:Iteration 28Q (92058.240000 sec): 3 clusters
  Score: Raw -418925.115739 + Penalty 2660.419931 = -416264.695808
  nChanged 48
		SP:Iteration 29Q (92058.400000 sec): 3 clusters
  Score: Raw -418949.024626 + Penalty 2660.419931 = -416288.604694
  nChanged 38
		SP:Iteration 30Q (92058.580000 sec): 3 clusters
  Score: Raw -418965.879692 + Penalty 2660.419931 = -416305.459761
  nChanged 24
		SP:Iteration 31Q (92058.760000 sec): 3 clusters
  Score: Raw -418975.128981 + Penalty 2660.419931 = -416314.709050
  nChanged 14
		SP:Iteration 32Q (92058.930000 sec): 3 clusters
  Score: Raw -418979.781806 + Penalty 2660.419931 = -416319.361874
  nChanged 9
		SP:Iteration 33Q (92059.160000 sec): 3 clusters
  Score: Raw -418982.918901 + Penalty 2660.419931 = -416322.498969
  nChanged 8
		SP:Iteration 34Q (92059.320000 sec): 3 clusters
  Score: Raw -418985.871558 + Penalty 2660.419931 = -416325.451626
  nChanged 3
		SP:Iteration 35Q (92059.520000 sec): 3 clusters
  Score: Raw -418987.220940 + Penalty 2660.419931 = -416326.801008
  nChanged 3
		SP:Iteration 36Q (92059.700000 sec): 3 clusters
  Score: Raw -418988.496049 + Penalty 2660.419931 = -416328.076117
  nChanged 5
		SP:Iteration 37Q (92059.860000 sec): 3 clusters
  Score: Raw -418990.110809 + Penalty 2660.419931 = -416329.690877
  nChanged 5
		SP:Iteration 38Q (92060.070000 sec): 3 clusters
  Score: Raw -418991.828098 + Penalty 2660.419931 = -416331.408167
  nChanged 4
		SP:Iteration 39Q (92060.250000 sec): 3 clusters
  Score: Raw -418993.576251 + Penalty 2660.419931 = -416333.156320
  nChanged 7
		SP:Iteration 40F (92060.440000 sec): 3 clusters
  Score: Raw -418996.402296 + Penalty 2660.419931 = -416335.982365
  nChanged 3
		SP:Iteration 41Q (92060.600000 sec): 3 clusters
  Score: Raw -418998.019769 + Penalty 2660.419931 = -416337.599837
  nChanged 2
		SP:Iteration 42Q (92060.750000 sec): 3 clusters
  Score: Raw -418998.370255 + Penalty 2660.419931 = -416337.950323
  nChanged 0
		SP:Iteration 43F (92060.960000 sec): 3 clusters
  Score: Raw -418998.370255 + Penalty 2660.419931 = -416337.950323
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 105 (2331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92061.080000 sec): 2 clusters
  Score: Raw -276679.247276 + Penalty 1260.033554 = -275419.213722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92061.260000 sec): 3 clusters
  Score: Raw -275639.035357 + Penalty 2520.067108 = -273118.968250
  nChanged 848
		SP:Iteration 1F (92061.390000 sec): 3 clusters
  Score: Raw -276223.619567 + Penalty 2520.067108 = -273703.552459
  nChanged 204
		SP:Iteration 2F (92061.570000 sec): 3 clusters
  Score: Raw -276394.166415 + Penalty 2520.067108 = -273874.099307
  nChanged 149
		SP:Iteration 3F (92061.750000 sec): 3 clusters
  Score: Raw -276505.381318 + Penalty 2520.067108 = -273985.314210
  nChanged 94
		SP:Iteration 4Q (92061.940000 sec): 3 clusters
  Score: Raw -276574.702233 + Penalty 2520.067108 = -274054.635125
  nChanged 79
		SP:Iteration 5Q (92062.100000 sec): 3 clusters
  Score: Raw -276632.580757 + Penalty 2520.067108 = -274112.513649
  nChanged 66
		SP:Iteration 6Q (92062.290000 sec): 3 clusters
  Score: Raw -276676.290851 + Penalty 2520.067108 = -274156.223743
  nChanged 38
		SP:Iteration 7Q (92062.450000 sec): 3 clusters
  Score: Raw -276698.101234 + Penalty 2520.067108 = -274178.034126
  nChanged 44
		SP:Iteration 8Q (92062.660000 sec): 3 clusters
  Score: Raw -276730.097063 + Penalty 2520.067108 = -274210.029955
  nChanged 43
		SP:Iteration 9Q (92062.830000 sec): 3 clusters
  Score: Raw -276758.443731 + Penalty 2520.067108 = -274238.376623
  nChanged 43
		SP:Iteration 10Q (92063.020000 sec): 3 clusters
  Score: Raw -276781.821739 + Penalty 2520.067108 = -274261.754631
  nChanged 23
		SP:Iteration 11Q (92063.210000 sec): 3 clusters
  Score: Raw -276794.692382 + Penalty 2520.067108 = -274274.625274
  nChanged 23
		SP:Iteration 12Q (92063.390000 sec): 3 clusters
  Score: Raw -276804.967402 + Penalty 2520.067108 = -274284.900295
  nChanged 16
		SP:Iteration 13Q (92063.570000 sec): 3 clusters
  Score: Raw -276812.813416 + Penalty 2520.067108 = -274292.746308
  nChanged 20
		SP:Iteration 14Q (92063.770000 sec): 3 clusters
  Score: Raw -276824.866559 + Penalty 2520.067108 = -274304.799452
  nChanged 14
		SP:Iteration 15Q (92063.960000 sec): 3 clusters
  Score: Raw -276831.511582 + Penalty 2520.067108 = -274311.444474
  nChanged 8
		SP:Iteration 16Q (92064.140000 sec): 3 clusters
  Score: Raw -276835.920754 + Penalty 2520.067108 = -274315.853647
  nChanged 12
		SP:Iteration 17Q (92064.330000 sec): 3 clusters
  Score: Raw -276841.616974 + Penalty 2520.067108 = -274321.549866
  nChanged 9
		SP:Iteration 18Q (92064.520000 sec): 3 clusters
  Score: Raw -276844.982791 + Penalty 2520.067108 = -274324.915683
  nChanged 5
		SP:Iteration 19Q (92064.730000 sec): 3 clusters
  Score: Raw -276846.947413 + Penalty 2520.067108 = -274326.880305
  nChanged 5
		SP:Iteration 20F (92064.900000 sec): 3 clusters
  Score: Raw -276849.511993 + Penalty 2520.067108 = -274329.444885
  nChanged 8
		SP:Iteration 21Q (92065.040000 sec): 3 clusters
  Score: Raw -276852.528026 + Penalty 2520.067108 = -274332.460918
  nChanged 6
		SP:Iteration 22Q (92065.230000 sec): 3 clusters
  Score: Raw -276855.374252 + Penalty 2520.067108 = -274335.307145
  nChanged 3
		SP:Iteration 23Q (92065.420000 sec): 3 clusters
  Score: Raw -276857.294771 + Penalty 2520.067108 = -274337.227663
  nChanged 3
		SP:Iteration 24Q (92065.560000 sec): 3 clusters
  Score: Raw -276858.929428 + Penalty 2520.067108 = -274338.862320
  nChanged 1
		SP:Iteration 25Q (92065.730000 sec): 3 clusters
  Score: Raw -276861.562203 + Penalty 2520.067108 = -274341.495095
  nChanged 4
		SP:Iteration 26Q (92065.890000 sec): 3 clusters
  Score: Raw -276864.038665 + Penalty 2520.067108 = -274343.971557
  nChanged 6
		SP:Iteration 27Q (92066.070000 sec): 3 clusters
  Score: Raw -276866.703767 + Penalty 2520.067108 = -274346.636659
  nChanged 2
		SP:Iteration 28Q (92066.230000 sec): 3 clusters
  Score: Raw -276867.382035 + Penalty 2520.067108 = -274347.314927
  nChanged 0
		SP:Iteration 29F (92066.400000 sec): 3 clusters
  Score: Raw -276867.382035 + Penalty 2520.067108 = -274347.314927
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 106 (4129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92066.500000 sec): 2 clusters
  Score: Raw -489880.192123 + Penalty 1352.940960 = -488527.251162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92066.680000 sec): 3 clusters
  Score: Raw -487839.180974 + Penalty 2705.881921 = -485133.299053
  nChanged 1561
		SP:Iteration 1F (92066.870000 sec): 3 clusters
  Score: Raw -488724.704411 + Penalty 2705.881921 = -486018.822490
  nChanged 347
		SP:Iteration 2F (92067.050000 sec): 3 clusters
  Score: Raw -488983.101316 + Penalty 2705.881921 = -486277.219395
  nChanged 301
		SP:Iteration 3F (92067.230000 sec): 3 clusters
  Score: Raw -489225.907609 + Penalty 2705.881921 = -486520.025688
  nChanged 286
		SP:Iteration 4F (92067.410000 sec): 3 clusters
  Score: Raw -489456.852845 + Penalty 2705.881921 = -486750.970924
  nChanged 236
		SP:Iteration 5F (92067.580000 sec): 3 clusters
  Score: Raw -489648.712957 + Penalty 2705.881921 = -486942.831036
  nChanged 202
		SP:Iteration 6Q (92067.760000 sec): 3 clusters
  Score: Raw -489826.456982 + Penalty 2705.881921 = -487120.575061
  nChanged 167
		SP:Iteration 7Q (92067.950000 sec): 3 clusters
  Score: Raw -489962.545432 + Penalty 2705.881921 = -487256.663511
  nChanged 146
		SP:Iteration 8Q (92068.110000 sec): 3 clusters
  Score: Raw -490073.209842 + Penalty 2705.881921 = -487367.327922
  nChanged 113
		SP:Iteration 9Q (92068.220000 sec): 3 clusters
  Score: Raw -490147.114111 + Penalty 2705.881921 = -487441.232190
  nChanged 78
		SP:Iteration 10Q (92068.410000 sec): 3 clusters
  Score: Raw -490197.918177 + Penalty 2705.881921 = -487492.036256
  nChanged 62
		SP:Iteration 11Q (92068.590000 sec): 3 clusters
  Score: Raw -490231.761726 + Penalty 2705.881921 = -487525.879805
  nChanged 42
		SP:Iteration 12Q (92068.750000 sec): 3 clusters
  Score: Raw -490253.129076 + Penalty 2705.881921 = -487547.247155
  nChanged 35
		SP:Iteration 13Q (92068.930000 sec): 3 clusters
  Score: Raw -490278.699207 + Penalty 2705.881921 = -487572.817286
  nChanged 27
		SP:Iteration 14Q (92069.140000 sec): 3 clusters
  Score: Raw -490292.852466 + Penalty 2705.881921 = -487586.970545
  nChanged 24
		SP:Iteration 15Q (92069.290000 sec): 3 clusters
  Score: Raw -490307.045202 + Penalty 2705.881921 = -487601.163281
  nChanged 14
		SP:Iteration 16Q (92069.480000 sec): 3 clusters
  Score: Raw -490311.909981 + Penalty 2705.881921 = -487606.028060
  nChanged 8
		SP:Iteration 17Q (92069.660000 sec): 3 clusters
  Score: Raw -490316.645197 + Penalty 2705.881921 = -487610.763276
  nChanged 8
		SP:Iteration 18Q (92069.830000 sec): 3 clusters
  Score: Raw -490320.751471 + Penalty 2705.881921 = -487614.869550
  nChanged 9
		SP:Iteration 19Q (92070.010000 sec): 3 clusters
  Score: Raw -490324.917373 + Penalty 2705.881921 = -487619.035452
  nChanged 5
		SP:Iteration 20F (92070.190000 sec): 3 clusters
  Score: Raw -490327.073150 + Penalty 2705.881921 = -487621.191229
  nChanged 5
		SP:Iteration 21Q (92070.400000 sec): 3 clusters
  Score: Raw -490329.950812 + Penalty 2705.881921 = -487624.068891
  nChanged 4
		SP:Iteration 22Q (92070.560000 sec): 3 clusters
  Score: Raw -490331.549251 + Penalty 2705.881921 = -487625.667330
  nChanged 0
		SP:Iteration 23F (92070.770000 sec): 3 clusters
  Score: Raw -490331.549251 + Penalty 2705.881921 = -487625.667330
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 107 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92070.870000 sec): 2 clusters
  Score: Raw -32477.976845 + Penalty 914.488431 = -31563.488414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92071.050000 sec): 3 clusters
  Score: Raw -32524.258674 + Penalty 1828.976862 = -30695.281812
  nChanged 46
		SP:Iteration 1F (92071.210000 sec): 3 clusters
  Score: Raw -32627.030481 + Penalty 1828.976862 = -30798.053619
  nChanged 12
		SP:Iteration 2Q (92071.350000 sec): 3 clusters
  Score: Raw -32659.003301 + Penalty 1828.976862 = -30830.026439
  nChanged 5
		SP:Iteration 3Q (92071.550000 sec): 3 clusters
  Score: Raw -32673.792132 + Penalty 1828.976862 = -30844.815270
  nChanged 2
		SP:Iteration 4Q (92071.710000 sec): 3 clusters
  Score: Raw -32685.951242 + Penalty 1828.976862 = -30856.974380
  nChanged 4
		SP:Iteration 5Q (92071.890000 sec): 3 clusters
  Score: Raw -32701.415742 + Penalty 1828.976862 = -30872.438880
  nChanged 3
		SP:Iteration 6Q (92072.060000 sec): 3 clusters
  Score: Raw -32707.493270 + Penalty 1828.976862 = -30878.516408
  nChanged 1
		SP:Iteration 7Q (92072.230000 sec): 3 clusters
  Score: Raw -32709.384391 + Penalty 1828.976862 = -30880.407529
  nChanged 0
		SP:Iteration 8F (92072.430000 sec): 3 clusters
  Score: Raw -32709.384391 + Penalty 1828.976862 = -30880.407529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 108 (5098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92072.570000 sec): 2 clusters
  Score: Raw -600627.114074 + Penalty 1387.198083 = -599239.915992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92072.740000 sec): 3 clusters
  Score: Raw -597949.367905 + Penalty 2774.396165 = -595174.971740
  nChanged 2071
		SP:Iteration 1F (92072.930000 sec): 3 clusters
  Score: Raw -599089.740364 + Penalty 2774.396165 = -596315.344199
  nChanged 361
		SP:Iteration 2F (92073.110000 sec): 3 clusters
  Score: Raw -599297.404717 + Penalty 2774.396165 = -596523.008552
  nChanged 281
		SP:Iteration 3F (92073.320000 sec): 3 clusters
  Score: Raw -599463.668999 + Penalty 2774.396165 = -596689.272834
  nChanged 266
		SP:Iteration 4F (92073.480000 sec): 3 clusters
  Score: Raw -599620.956116 + Penalty 2774.396165 = -596846.559951
  nChanged 233
		SP:Iteration 5Q (92073.710000 sec): 3 clusters
  Score: Raw -599751.641044 + Penalty 2774.396165 = -596977.244879
  nChanged 193
		SP:Iteration 6Q (92073.910000 sec): 3 clusters
  Score: Raw -599863.521546 + Penalty 2774.396165 = -597089.125381
  nChanged 184
		SP:Iteration 7Q (92074.090000 sec): 3 clusters
  Score: Raw -599959.203711 + Penalty 2774.396165 = -597184.807546
  nChanged 167
		SP:Iteration 8Q (92074.280000 sec): 3 clusters
  Score: Raw -600054.183216 + Penalty 2774.396165 = -597279.787051
  nChanged 178
		SP:Iteration 9Q (92074.500000 sec): 3 clusters
  Score: Raw -600142.950965 + Penalty 2774.396165 = -597368.554800
  nChanged 146
		SP:Iteration 10Q (92074.690000 sec): 3 clusters
  Score: Raw -600218.526283 + Penalty 2774.396165 = -597444.130118
  nChanged 132
		SP:Iteration 11Q (92074.870000 sec): 3 clusters
  Score: Raw -600283.034644 + Penalty 2774.396165 = -597508.638479
  nChanged 114
		SP:Iteration 12Q (92075.050000 sec): 3 clusters
  Score: Raw -600342.092011 + Penalty 2774.396165 = -597567.695846
  nChanged 97
		SP:Iteration 13Q (92075.230000 sec): 3 clusters
  Score: Raw -600392.352184 + Penalty 2774.396165 = -597617.956019
  nChanged 99
		SP:Iteration 14Q (92075.440000 sec): 3 clusters
  Score: Raw -600447.890799 + Penalty 2774.396165 = -597673.494634
  nChanged 96
		SP:Iteration 15Q (92075.650000 sec): 3 clusters
  Score: Raw -600505.473236 + Penalty 2774.396165 = -597731.077071
  nChanged 81
		SP:Iteration 16Q (92075.790000 sec): 3 clusters
  Score: Raw -600554.693202 + Penalty 2774.396165 = -597780.297037
  nChanged 81
		SP:Iteration 17Q (92076.000000 sec): 3 clusters
  Score: Raw -600607.273059 + Penalty 2774.396165 = -597832.876894
  nChanged 70
		SP:Iteration 18Q (92076.220000 sec): 3 clusters
  Score: Raw -600652.343418 + Penalty 2774.396165 = -597877.947253
  nChanged 53
		SP:Iteration 19Q (92076.410000 sec): 3 clusters
  Score: Raw -600684.288091 + Penalty 2774.396165 = -597909.891926
  nChanged 45
		SP:Iteration 20F (92076.630000 sec): 3 clusters
  Score: Raw -600705.587392 + Penalty 2774.396165 = -597931.191227
  nChanged 43
		SP:Iteration 21Q (92076.810000 sec): 3 clusters
  Score: Raw -600729.117129 + Penalty 2774.396165 = -597954.720964
  nChanged 32
		SP:Iteration 22Q (92076.980000 sec): 3 clusters
  Score: Raw -600749.425817 + Penalty 2774.396165 = -597975.029652
  nChanged 25
		SP:Iteration 23Q (92077.200000 sec): 3 clusters
  Score: Raw -600764.261827 + Penalty 2774.396165 = -597989.865662
  nChanged 22
		SP:Iteration 24Q (92077.360000 sec): 3 clusters
  Score: Raw -600776.937772 + Penalty 2774.396165 = -598002.541607
  nChanged 21
		SP:Iteration 25Q (92077.580000 sec): 3 clusters
  Score: Raw -600790.878382 + Penalty 2774.396165 = -598016.482217
  nChanged 22
		SP:Iteration 26Q (92077.750000 sec): 3 clusters
  Score: Raw -600802.436656 + Penalty 2774.396165 = -598028.040490
  nChanged 15
		SP:Iteration 27Q (92077.980000 sec): 3 clusters
  Score: Raw -600809.862801 + Penalty 2774.396165 = -598035.466636
  nChanged 9
		SP:Iteration 28Q (92078.190000 sec): 3 clusters
  Score: Raw -600813.737134 + Penalty 2774.396165 = -598039.340969
  nChanged 8
		SP:Iteration 29Q (92078.350000 sec): 3 clusters
  Score: Raw -600818.963068 + Penalty 2774.396165 = -598044.566903
  nChanged 8
		SP:Iteration 30Q (92078.570000 sec): 3 clusters
  Score: Raw -600822.576759 + Penalty 2774.396165 = -598048.180594
  nChanged 3
		SP:Iteration 31Q (92078.760000 sec): 3 clusters
  Score: Raw -600825.387594 + Penalty 2774.396165 = -598050.991429
  nChanged 6
		SP:Iteration 32Q (92078.960000 sec): 3 clusters
  Score: Raw -600828.969682 + Penalty 2774.396165 = -598054.573517
  nChanged 8
		SP:Iteration 33Q (92079.170000 sec): 3 clusters
  Score: Raw -600832.422496 + Penalty 2774.396165 = -598058.026331
  nChanged 3
		SP:Iteration 34Q (92079.360000 sec): 3 clusters
  Score: Raw -600833.464502 + Penalty 2774.396165 = -598059.068337
  nChanged 1
		SP:Iteration 35Q (92079.550000 sec): 3 clusters
  Score: Raw -600834.381439 + Penalty 2774.396165 = -598059.985273
  nChanged 1
		SP:Iteration 36Q (92079.750000 sec): 3 clusters
  Score: Raw -600835.617918 + Penalty 2774.396165 = -598061.221753
  nChanged 3
		SP:Iteration 37Q (92079.950000 sec): 3 clusters
  Score: Raw -600836.458179 + Penalty 2774.396165 = -598062.062014
  nChanged 1
		SP:Iteration 38Q (92080.150000 sec): 3 clusters
  Score: Raw -600837.171585 + Penalty 2774.396165 = -598062.775420
  nChanged 0
		SP:Iteration 39F (92080.310000 sec): 3 clusters
  Score: Raw -600837.171585 + Penalty 2774.396165 = -598062.775420
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 109 (538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92080.450000 sec): 2 clusters
  Score: Raw -61736.893408 + Penalty 1021.777016 = -60715.116392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92080.590000 sec): 3 clusters
  Score: Raw -61647.854090 + Penalty 2043.554032 = -59604.300057
  nChanged 141
		SP:Iteration 1F (92080.770000 sec): 3 clusters
  Score: Raw -61894.080164 + Penalty 2043.554032 = -59850.526132
  nChanged 35
		SP:Iteration 2F (92080.960000 sec): 3 clusters
  Score: Raw -61992.925969 + Penalty 2043.554032 = -59949.371937
  nChanged 25
		SP:Iteration 3Q (92081.120000 sec): 3 clusters
  Score: Raw -62027.068146 + Penalty 2043.554032 = -59983.514114
  nChanged 8
		SP:Iteration 4Q (92081.320000 sec): 3 clusters
  Score: Raw -62037.643273 + Penalty 2043.554032 = -59994.089241
  nChanged 7
		SP:Iteration 5Q (92081.490000 sec): 3 clusters
  Score: Raw -62047.788801 + Penalty 2043.554032 = -60004.234769
  nChanged 5
		SP:Iteration 6Q (92081.660000 sec): 3 clusters
  Score: Raw -62055.335635 + Penalty 2043.554032 = -60011.781603
  nChanged 6
		SP:Iteration 7Q (92081.860000 sec): 3 clusters
  Score: Raw -62062.163660 + Penalty 2043.554032 = -60018.609628
  nChanged 7
		SP:Iteration 8Q (92082.030000 sec): 3 clusters
  Score: Raw -62074.362139 + Penalty 2043.554032 = -60030.808107
  nChanged 5
		SP:Iteration 9Q (92082.210000 sec): 3 clusters
  Score: Raw -62084.041601 + Penalty 2043.554032 = -60040.487569
  nChanged 6
		SP:Iteration 10Q (92082.400000 sec): 3 clusters
  Score: Raw -62094.706786 + Penalty 2043.554032 = -60051.152754
  nChanged 4
		SP:Iteration 11Q (92082.550000 sec): 3 clusters
  Score: Raw -62099.817756 + Penalty 2043.554032 = -60056.263724
  nChanged 2
		SP:Iteration 12Q (92082.680000 sec): 3 clusters
  Score: Raw -62107.945628 + Penalty 2043.554032 = -60064.391596
  nChanged 4
		SP:Iteration 13Q (92082.870000 sec): 3 clusters
  Score: Raw -62112.570781 + Penalty 2043.554032 = -60069.016749
  nChanged 2
		SP:Iteration 14Q (92083.050000 sec): 3 clusters
  Score: Raw -62118.495189 + Penalty 2043.554032 = -60074.941157
  nChanged 1
		SP:Iteration 15Q (92083.250000 sec): 3 clusters
  Score: Raw -62119.516575 + Penalty 2043.554032 = -60075.962543
  nChanged 2
		SP:Iteration 16Q (92083.420000 sec): 3 clusters
  Score: Raw -62122.088475 + Penalty 2043.554032 = -60078.534443
  nChanged 2
		SP:Iteration 17Q (92083.550000 sec): 3 clusters
  Score: Raw -62124.509758 + Penalty 2043.554032 = -60080.955726
  nChanged 1
		SP:Iteration 18Q (92083.740000 sec): 3 clusters
  Score: Raw -62125.423908 + Penalty 2043.554032 = -60081.869876
  nChanged 0
		SP:Iteration 19F (92083.920000 sec): 3 clusters
  Score: Raw -62125.423908 + Penalty 2043.554032 = -60081.869876
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 110 (185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92084.010000 sec): 2 clusters
  Score: Raw -8143.417130 + Penalty 848.307822 = -7295.109308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92084.220000 sec): 3 clusters
  Score: Raw -8364.449151 + Penalty 1696.615643 = -6667.833508
  nChanged 35
		SP:Iteration 1F (92084.350000 sec): 3 clusters
  Score: Raw -8501.113385 + Penalty 1696.615643 = -6804.497742
  nChanged 8
		SP:Iteration 2Q (92084.520000 sec): 3 clusters
  Score: Raw -8543.719690 + Penalty 1696.615643 = -6847.104047
  nChanged 1
		SP:Iteration 3Q (92084.740000 sec): 3 clusters
  Score: Raw -8548.790410 + Penalty 1696.615643 = -6852.174767
  nChanged 1
		SP:Iteration 4Q (92084.910000 sec): 3 clusters
  Score: Raw -8551.046887 + Penalty 1696.615643 = -6854.431244
  nChanged 0
		SP:Iteration 5F (92085.060000 sec): 3 clusters
  Score: Raw -8551.046887 + Penalty 1696.615643 = -6854.431244
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 111 (2633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92085.180000 sec): 2 clusters
  Score: Raw -308549.373239 + Penalty 1279.830363 = -307269.542876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92085.360000 sec): 3 clusters
  Score: Raw -307277.644141 + Penalty 2559.660727 = -304717.983414
  nChanged 1009
		SP:Iteration 1F (92085.550000 sec): 3 clusters
  Score: Raw -307949.325553 + Penalty 2559.660727 = -305389.664826
  nChanged 215
		SP:Iteration 2F (92085.700000 sec): 3 clusters
  Score: Raw -308100.807141 + Penalty 2559.660727 = -305541.146414
  nChanged 159
		SP:Iteration 3F (92085.880000 sec): 3 clusters
  Score: Raw -308246.428387 + Penalty 2559.660727 = -305686.767660
  nChanged 139
		SP:Iteration 4F (92086.050000 sec): 3 clusters
  Score: Raw -308386.905203 + Penalty 2559.660727 = -305827.244476
  nChanged 132
		SP:Iteration 5F (92086.240000 sec): 3 clusters
  Score: Raw -308513.618679 + Penalty 2559.660727 = -305953.957952
  nChanged 114
		SP:Iteration 6Q (92086.420000 sec): 3 clusters
  Score: Raw -308620.899516 + Penalty 2559.660727 = -306061.238790
  nChanged 117
		SP:Iteration 7Q (92086.640000 sec): 3 clusters
  Score: Raw -308720.626165 + Penalty 2559.660727 = -306160.965438
  nChanged 108
		SP:Iteration 8Q (92086.810000 sec): 3 clusters
  Score: Raw -308809.842642 + Penalty 2559.660727 = -306250.181915
  nChanged 89
		SP:Iteration 9Q (92087.000000 sec): 3 clusters
  Score: Raw -308899.775513 + Penalty 2559.660727 = -306340.114786
  nChanged 83
		SP:Iteration 10Q (92087.180000 sec): 3 clusters
  Score: Raw -308989.406571 + Penalty 2559.660727 = -306429.745844
  nChanged 83
		SP:Iteration 11Q (92087.330000 sec): 3 clusters
  Score: Raw -309075.929099 + Penalty 2559.660727 = -306516.268372
  nChanged 60
		SP:Iteration 12Q (92087.480000 sec): 3 clusters
  Score: Raw -309125.216141 + Penalty 2559.660727 = -306565.555415
  nChanged 38
		SP:Iteration 13Q (92087.640000 sec): 3 clusters
  Score: Raw -309147.401299 + Penalty 2559.660727 = -306587.740572
  nChanged 21
		SP:Iteration 14Q (92087.780000 sec): 3 clusters
  Score: Raw -309159.114118 + Penalty 2559.660727 = -306599.453391
  nChanged 24
		SP:Iteration 15Q (92087.960000 sec): 3 clusters
  Score: Raw -309171.291139 + Penalty 2559.660727 = -306611.630412
  nChanged 14
		SP:Iteration 16Q (92088.170000 sec): 3 clusters
  Score: Raw -309179.064534 + Penalty 2559.660727 = -306619.403808
  nChanged 14
		SP:Iteration 17Q (92088.330000 sec): 3 clusters
  Score: Raw -309185.751428 + Penalty 2559.660727 = -306626.090701
  nChanged 13
		SP:Iteration 18Q (92088.520000 sec): 3 clusters
  Score: Raw -309193.071917 + Penalty 2559.660727 = -306633.411190
  nChanged 10
		SP:Iteration 19Q (92088.720000 sec): 3 clusters
  Score: Raw -309198.548211 + Penalty 2559.660727 = -306638.887484
  nChanged 17
		SP:Iteration 20F (92088.870000 sec): 3 clusters
  Score: Raw -309205.727944 + Penalty 2559.660727 = -306646.067217
  nChanged 12
		SP:Iteration 21Q (92089.020000 sec): 3 clusters
  Score: Raw -309210.528321 + Penalty 2559.660727 = -306650.867594
  nChanged 7
		SP:Iteration 22Q (92089.230000 sec): 3 clusters
  Score: Raw -309212.732895 + Penalty 2559.660727 = -306653.072168
  nChanged 3
		SP:Iteration 23Q (92089.410000 sec): 3 clusters
  Score: Raw -309213.730697 + Penalty 2559.660727 = -306654.069970
  nChanged 3
		SP:Iteration 24Q (92089.600000 sec): 3 clusters
  Score: Raw -309214.642280 + Penalty 2559.660727 = -306654.981553
  nChanged 3
		SP:Iteration 25Q (92089.770000 sec): 3 clusters
  Score: Raw -309215.472850 + Penalty 2559.660727 = -306655.812123
  nChanged 0
		SP:Iteration 26F (92089.910000 sec): 3 clusters
  Score: Raw -309215.472850 + Penalty 2559.660727 = -306655.812123
  nChanged 0
Deleting Class 38 (71 points): Lose 1601.737690 but Gain 2229.672479
Iteration 219Q (92208.730000 sec): 113 clusters
  Score: Raw -106207022.315530 + Penalty 249723.317614 = -105957298.997916
  nChanged 429
Deleting Class 112 (189 points): Lose 905.769838 but Gain 2229.672479
Iteration 220F (92401.280000 sec): 112 clusters
  Score: Raw -106204735.672820 + Penalty 247493.645135 = -105957242.027685
  nChanged 693
Iteration 221F (92593.550000 sec): 112 clusters
  Score: Raw -106205978.376176 + Penalty 247493.645135 = -105958484.731041
  nChanged 385
Iteration 222Q (92714.590000 sec): 112 clusters
  Score: Raw -106206389.576498 + Penalty 247493.645135 = -105958895.931362
  nChanged 258
Iteration 223Q (92845.030000 sec): 112 clusters
  Score: Raw -106206563.381390 + Penalty 247493.645135 = -105959069.736255
  nChanged 191
Iteration 224Q (92984.080000 sec): 112 clusters
  Score: Raw -106206616.483715 + Penalty 247493.645135 = -105959122.838580
  nChanged 139
Iteration 225Q (93125.560000 sec): 112 clusters
  Score: Raw -106206647.608751 + Penalty 247493.645135 = -105959153.963616
  nChanged 141
Iteration 226Q (93262.750000 sec): 112 clusters
  Score: Raw -106206675.595040 + Penalty 247493.645135 = -105959181.949905
  nChanged 113
Iteration 227Q (93404.180000 sec): 112 clusters
  Score: Raw -106206706.534566 + Penalty 247493.645135 = -105959212.889431
  nChanged 120
Iteration 228Q (93545.390000 sec): 112 clusters
  Score: Raw -106206735.668681 + Penalty 247493.645135 = -105959242.023545
  nChanged 117
Iteration 229Q (93687.820000 sec): 112 clusters
  Score: Raw -106206755.146927 + Penalty 247493.645135 = -105959261.501792
  nChanged 137
Iteration 230Q (93833.810000 sec): 112 clusters
  Score: Raw -106206774.054072 + Penalty 247493.645135 = -105959280.408937
  nChanged 123
Iteration 231Q (93972.850000 sec): 112 clusters
  Score: Raw -106206791.115325 + Penalty 247493.645135 = -105959297.470189
  nChanged 111
Iteration 232Q (94110.050000 sec): 112 clusters
  Score: Raw -106206805.186447 + Penalty 247493.645135 = -105959311.541312
  nChanged 115
Iteration 233Q (94252.060000 sec): 112 clusters
  Score: Raw -106206820.334352 + Penalty 247493.645135 = -105959326.689217
  nChanged 106
Iteration 234Q (94400.380000 sec): 112 clusters
  Score: Raw -106206833.154722 + Penalty 247493.645135 = -105959339.509586
  nChanged 108
Iteration 235Q (94529.040000 sec): 112 clusters
  Score: Raw -106206848.317890 + Penalty 247493.645135 = -105959354.672754
  nChanged 121
Iteration 236Q (94681.060000 sec): 112 clusters
  Score: Raw -106206864.122126 + Penalty 247493.645135 = -105959370.476990
  nChanged 123
Iteration 237Q (94823.830000 sec): 112 clusters
  Score: Raw -106206883.119169 + Penalty 247493.645135 = -105959389.474033
  nChanged 113
Iteration 238Q (94970.320000 sec): 112 clusters
  Score: Raw -106206898.050547 + Penalty 247493.645135 = -105959404.405412
  nChanged 112
Iteration 239Q (95113.690000 sec): 112 clusters
  Score: Raw -106206914.080488 + Penalty 247493.645135 = -105959420.435353
  nChanged 110
Iteration 240F (95298.690000 sec): 112 clusters
  Score: Raw -106206976.848961 + Penalty 247493.645135 = -105959483.203825
  nChanged 131
Iteration 241Q (95432.250000 sec): 112 clusters
  Score: Raw -106207019.613141 + Penalty 247493.645135 = -105959525.968006
  nChanged 118
Iteration 242Q (95583.030000 sec): 112 clusters
  Score: Raw -106207036.092021 + Penalty 247493.645135 = -105959542.446886
  nChanged 107
Iteration 243Q (95721.250000 sec): 112 clusters
  Score: Raw -106207046.241655 + Penalty 247493.645135 = -105959552.596520
  nChanged 87
Iteration 244Q (95866.650000 sec): 112 clusters
  Score: Raw -106207054.857994 + Penalty 247493.645135 = -105959561.212859
  nChanged 73
Iteration 245Q (96010.860000 sec): 112 clusters
  Score: Raw -106207062.312464 + Penalty 247493.645135 = -105959568.667329
  nChanged 71
Iteration 246Q (96158.330000 sec): 112 clusters
  Score: Raw -106207069.423897 + Penalty 247493.645135 = -105959575.778762
  nChanged 65
Iteration 247Q (96308.690000 sec): 112 clusters
  Score: Raw -106207074.670354 + Penalty 247493.645135 = -105959581.025218
  nChanged 52
Iteration 248Q (96461.970000 sec): 112 clusters
  Score: Raw -106207078.650933 + Penalty 247493.645135 = -105959585.005798
  nChanged 54
Iteration 249Q (96611.760000 sec): 112 clusters
  Score: Raw -106207083.157647 + Penalty 247493.645135 = -105959589.512512
  nChanged 47
Iteration 250Q (96754.430000 sec): 112 clusters
  Score: Raw -106207086.902573 + Penalty 247493.645135 = -105959593.257438
  nChanged 44
Iteration 251Q (96898.160000 sec): 112 clusters
  Score: Raw -106207089.948969 + Penalty 247493.645135 = -105959596.303834
  nChanged 35
Iteration 252Q (97053.470000 sec): 112 clusters
  Score: Raw -106207092.307377 + Penalty 247493.645135 = -105959598.662242
  nChanged 35
Iteration 253Q (97207.360000 sec): 112 clusters
  Score: Raw -106207094.699304 + Penalty 247493.645135 = -105959601.054169
  nChanged 34
Iteration 254Q (97338.500000 sec): 112 clusters
  Score: Raw -106207097.620353 + Penalty 247493.645135 = -105959603.975217
  nChanged 32
Iteration 255Q (97475.270000 sec): 112 clusters
  Score: Raw -106207100.278065 + Penalty 247493.645135 = -105959606.632930
  nChanged 25
Iteration 256Q (97621.810000 sec): 112 clusters
  Score: Raw -106207104.080023 + Penalty 247493.645135 = -105959610.434888
  nChanged 40
Iteration 257Q (97766.600000 sec): 112 clusters
  Score: Raw -106207109.982909 + Penalty 247493.645135 = -105959616.337773
  nChanged 40
Iteration 258Q (97912.140000 sec): 112 clusters
  Score: Raw -106207114.517041 + Penalty 247493.645135 = -105959620.871905
  nChanged 36
Writing temp clu file 
Because OldScore, -105959616.337773, is greater than current (better) Score,-105959620.871905 
 Compute initial score before splitting:   Score: Raw -106207114.517041 + Penalty 247493.645135 = -105959620.871905
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97912.480000 sec): 2 clusters
  Score: Raw -6989.185696 + Penalty 765.298658 = -6223.887038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97912.680000 sec): 3 clusters
  Score: Raw -7283.569131 + Penalty 1530.597315 = -5752.971815
  nChanged 14
		SP:Iteration 1F (97912.850000 sec): 3 clusters
  Score: Raw -7354.188687 + Penalty 1530.597315 = -5823.591372
  nChanged 3
		SP:Iteration 2Q (97913.010000 sec): 3 clusters
  Score: Raw -7373.062240 + Penalty 1530.597315 = -5842.464924
  nChanged 1
		SP:Iteration 3Q (97913.180000 sec): 3 clusters
  Score: Raw -7374.875161 + Penalty 1530.597315 = -5844.277846
  nChanged 1
		SP:Iteration 4Q (97913.360000 sec): 3 clusters
  Score: Raw -7377.595944 + Penalty 1530.597315 = -5846.998628
  nChanged 1
		SP:Iteration 5Q (97913.510000 sec): 3 clusters
  Score: Raw -7378.781719 + Penalty 1530.597315 = -5848.184403
  nChanged 0
		SP:Iteration 6F (97913.680000 sec): 3 clusters
  Score: Raw -7378.781719 + Penalty 1530.597315 = -5848.184403
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 2 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97913.770000 sec): 2 clusters
  Score: Raw -98012.683585 + Penalty 1094.757131 = -96917.926455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97913.970000 sec): 3 clusters
  Score: Raw -97792.543517 + Penalty 2189.514261 = -95603.029255
  nChanged 230
		SP:Iteration 1F (97914.160000 sec): 3 clusters
  Score: Raw -98008.936658 + Penalty 2189.514261 = -95819.422397
  nChanged 57
		SP:Iteration 2F (97914.340000 sec): 3 clusters
  Score: Raw -98074.752418 + Penalty 2189.514261 = -95885.238156
  nChanged 28
		SP:Iteration 3Q (97914.520000 sec): 3 clusters
  Score: Raw -98100.972528 + Penalty 2189.514261 = -95911.458266
  nChanged 20
		SP:Iteration 4Q (97914.710000 sec): 3 clusters
  Score: Raw -98126.983605 + Penalty 2189.514261 = -95937.469344
  nChanged 15
		SP:Iteration 5Q (97914.900000 sec): 3 clusters
  Score: Raw -98144.794177 + Penalty 2189.514261 = -95955.279916
  nChanged 14
		SP:Iteration 6Q (97915.070000 sec): 3 clusters
  Score: Raw -98157.576764 + Penalty 2189.514261 = -95968.062503
  nChanged 9
		SP:Iteration 7Q (97915.240000 sec): 3 clusters
  Score: Raw -98164.882573 + Penalty 2189.514261 = -95975.368311
  nChanged 7
		SP:Iteration 8Q (97915.390000 sec): 3 clusters
  Score: Raw -98171.302870 + Penalty 2189.514261 = -95981.788609
  nChanged 8
		SP:Iteration 9Q (97915.570000 sec): 3 clusters
  Score: Raw -98178.368387 + Penalty 2189.514261 = -95988.854125
  nChanged 7
		SP:Iteration 10Q (97915.740000 sec): 3 clusters
  Score: Raw -98189.831671 + Penalty 2189.514261 = -96000.317409
  nChanged 12
		SP:Iteration 11Q (97915.900000 sec): 3 clusters
  Score: Raw -98203.614915 + Penalty 2189.514261 = -96014.100654
  nChanged 10
		SP:Iteration 12Q (97916.080000 sec): 3 clusters
  Score: Raw -98223.026852 + Penalty 2189.514261 = -96033.512591
  nChanged 16
		SP:Iteration 13Q (97916.260000 sec): 3 clusters
  Score: Raw -98242.053146 + Penalty 2189.514261 = -96052.538884
  nChanged 15
		SP:Iteration 14Q (97916.430000 sec): 3 clusters
  Score: Raw -98259.771726 + Penalty 2189.514261 = -96070.257464
  nChanged 15
		SP:Iteration 15Q (97916.600000 sec): 3 clusters
  Score: Raw -98276.644594 + Penalty 2189.514261 = -96087.130333
  nChanged 12
		SP:Iteration 16Q (97916.790000 sec): 3 clusters
  Score: Raw -98285.481055 + Penalty 2189.514261 = -96095.966793
  nChanged 6
		SP:Iteration 17Q (97916.970000 sec): 3 clusters
  Score: Raw -98291.715991 + Penalty 2189.514261 = -96102.201730
  nChanged 5
		SP:Iteration 18Q (97917.140000 sec): 3 clusters
  Score: Raw -98298.622543 + Penalty 2189.514261 = -96109.108282
  nChanged 4
		SP:Iteration 19Q (97917.310000 sec): 3 clusters
  Score: Raw -98304.503562 + Penalty 2189.514261 = -96114.989301
  nChanged 4
		SP:Iteration 20F (97917.480000 sec): 3 clusters
  Score: Raw -98307.834157 + Penalty 2189.514261 = -96118.319896
  nChanged 1
		SP:Iteration 21Q (97917.660000 sec): 3 clusters
  Score: Raw -98312.458389 + Penalty 2189.514261 = -96122.944127
  nChanged 1
		SP:Iteration 22Q (97917.840000 sec): 3 clusters
  Score: Raw -98316.395682 + Penalty 2189.514261 = -96126.881421
  nChanged 3
		SP:Iteration 23Q (97918.020000 sec): 3 clusters
  Score: Raw -98318.745660 + Penalty 2189.514261 = -96129.231399
  nChanged 3
		SP:Iteration 24Q (97918.200000 sec): 3 clusters
  Score: Raw -98321.123122 + Penalty 2189.514261 = -96131.608860
  nChanged 3
		SP:Iteration 25Q (97918.380000 sec): 3 clusters
  Score: Raw -98328.218884 + Penalty 2189.514261 = -96138.704622
  nChanged 3
		SP:Iteration 26Q (97918.570000 sec): 3 clusters
  Score: Raw -98332.972529 + Penalty 2189.514261 = -96143.458267
  nChanged 4
		SP:Iteration 27Q (97918.740000 sec): 3 clusters
  Score: Raw -98338.252114 + Penalty 2189.514261 = -96148.737853
  nChanged 5
		SP:Iteration 28Q (97918.900000 sec): 3 clusters
  Score: Raw -98343.214227 + Penalty 2189.514261 = -96153.699966
  nChanged 1
		SP:Iteration 29Q (97919.090000 sec): 3 clusters
  Score: Raw -98343.956055 + Penalty 2189.514261 = -96154.441793
  nChanged 1
		SP:Iteration 30Q (97919.240000 sec): 3 clusters
  Score: Raw -98345.708149 + Penalty 2189.514261 = -96156.193887
  nChanged 1
		SP:Iteration 31Q (97919.410000 sec): 3 clusters
  Score: Raw -98347.419729 + Penalty 2189.514261 = -96157.905468
  nChanged 1
		SP:Iteration 32Q (97919.600000 sec): 3 clusters
  Score: Raw -98347.835988 + Penalty 2189.514261 = -96158.321727
  nChanged 0
		SP:Iteration 33F (97919.770000 sec): 3 clusters
  Score: Raw -98347.835988 + Penalty 2189.514261 = -96158.321727
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 3 (1054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97919.870000 sec): 2 clusters
  Score: Raw -107761.369964 + Penalty 1131.056506 = -106630.313458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97920.090000 sec): 3 clusters
  Score: Raw -107404.713655 + Penalty 2262.113012 = -105142.600643
  nChanged 334
		SP:Iteration 1F (97920.230000 sec): 3 clusters
  Score: Raw -107756.690943 + Penalty 2262.113012 = -105494.577932
  nChanged 106
		SP:Iteration 2F (97920.420000 sec): 3 clusters
  Score: Raw -107897.454106 + Penalty 2262.113012 = -105635.341094
  nChanged 65
		SP:Iteration 3F (97920.610000 sec): 3 clusters
  Score: Raw -107958.954944 + Penalty 2262.113012 = -105696.841932
  nChanged 37
		SP:Iteration 4Q (97920.790000 sec): 3 clusters
  Score: Raw -107998.341890 + Penalty 2262.113012 = -105736.228878
  nChanged 30
		SP:Iteration 5Q (97920.970000 sec): 3 clusters
  Score: Raw -108039.671345 + Penalty 2262.113012 = -105777.558333
  nChanged 31
		SP:Iteration 6Q (97921.160000 sec): 3 clusters
  Score: Raw -108090.309305 + Penalty 2262.113012 = -105828.196293
  nChanged 29
		SP:Iteration 7Q (97921.330000 sec): 3 clusters
  Score: Raw -108140.466387 + Penalty 2262.113012 = -105878.353375
  nChanged 31
		SP:Iteration 8Q (97921.510000 sec): 3 clusters
  Score: Raw -108177.738490 + Penalty 2262.113012 = -105915.625479
  nChanged 22
		SP:Iteration 9Q (97921.710000 sec): 3 clusters
  Score: Raw -108214.005829 + Penalty 2262.113012 = -105951.892817
  nChanged 23
		SP:Iteration 10Q (97921.870000 sec): 3 clusters
  Score: Raw -108241.343757 + Penalty 2262.113012 = -105979.230745
  nChanged 17
		SP:Iteration 11Q (97922.060000 sec): 3 clusters
  Score: Raw -108259.555101 + Penalty 2262.113012 = -105997.442089
  nChanged 10
		SP:Iteration 12Q (97922.230000 sec): 3 clusters
  Score: Raw -108272.662277 + Penalty 2262.113012 = -106010.549265
  nChanged 8
		SP:Iteration 13Q (97922.410000 sec): 3 clusters
  Score: Raw -108284.324131 + Penalty 2262.113012 = -106022.211120
  nChanged 11
		SP:Iteration 14Q (97922.630000 sec): 3 clusters
  Score: Raw -108294.136871 + Penalty 2262.113012 = -106032.023859
  nChanged 5
		SP:Iteration 15Q (97922.820000 sec): 3 clusters
  Score: Raw -108299.203293 + Penalty 2262.113012 = -106037.090281
  nChanged 3
		SP:Iteration 16Q (97922.960000 sec): 3 clusters
  Score: Raw -108301.711485 + Penalty 2262.113012 = -106039.598473
  nChanged 2
		SP:Iteration 17Q (97923.140000 sec): 3 clusters
  Score: Raw -108302.914076 + Penalty 2262.113012 = -106040.801064
  nChanged 1
		SP:Iteration 18Q (97923.310000 sec): 3 clusters
  Score: Raw -108303.275227 + Penalty 2262.113012 = -106041.162215
  nChanged 0
		SP:Iteration 19F (97923.510000 sec): 3 clusters
  Score: Raw -108303.275227 + Penalty 2262.113012 = -106041.162215
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 4 (1806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97923.610000 sec): 2 clusters
  Score: Raw -203109.137392 + Penalty 1218.566332 = -201890.571060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97923.800000 sec): 3 clusters
  Score: Raw -202330.989244 + Penalty 2437.132664 = -199893.856581
  nChanged 655
		SP:Iteration 1F (97923.950000 sec): 3 clusters
  Score: Raw -202851.990788 + Penalty 2437.132664 = -200414.858125
  nChanged 159
		SP:Iteration 2F (97924.140000 sec): 3 clusters
  Score: Raw -203046.069824 + Penalty 2437.132664 = -200608.937160
  nChanged 120
		SP:Iteration 3F (97924.290000 sec): 3 clusters
  Score: Raw -203182.305618 + Penalty 2437.132664 = -200745.172954
  nChanged 97
		SP:Iteration 4F (97924.480000 sec): 3 clusters
  Score: Raw -203303.879069 + Penalty 2437.132664 = -200866.746406
  nChanged 91
		SP:Iteration 5F (97924.690000 sec): 3 clusters
  Score: Raw -203430.071620 + Penalty 2437.132664 = -200992.938956
  nChanged 85
		SP:Iteration 6Q (97924.880000 sec): 3 clusters
  Score: Raw -203601.410391 + Penalty 2437.132664 = -201164.277728
  nChanged 90
		SP:Iteration 7Q (97925.020000 sec): 3 clusters
  Score: Raw -203724.772994 + Penalty 2437.132664 = -201287.640330
  nChanged 70
		SP:Iteration 8Q (97925.190000 sec): 3 clusters
  Score: Raw -203816.264852 + Penalty 2437.132664 = -201379.132188
  nChanged 47
		SP:Iteration 9Q (97925.360000 sec): 3 clusters
  Score: Raw -203864.169708 + Penalty 2437.132664 = -201427.037044
  nChanged 37
		SP:Iteration 10Q (97925.540000 sec): 3 clusters
  Score: Raw -203896.408853 + Penalty 2437.132664 = -201459.276190
  nChanged 22
		SP:Iteration 11Q (97925.680000 sec): 3 clusters
  Score: Raw -203911.958403 + Penalty 2437.132664 = -201474.825740
  nChanged 18
		SP:Iteration 12Q (97925.860000 sec): 3 clusters
  Score: Raw -203922.333871 + Penalty 2437.132664 = -201485.201207
  nChanged 9
		SP:Iteration 13Q (97926.020000 sec): 3 clusters
  Score: Raw -203928.536527 + Penalty 2437.132664 = -201491.403864
  nChanged 7
		SP:Iteration 14Q (97926.210000 sec): 3 clusters
  Score: Raw -203932.940484 + Penalty 2437.132664 = -201495.807820
  nChanged 11
		SP:Iteration 15Q (97926.360000 sec): 3 clusters
  Score: Raw -203939.799822 + Penalty 2437.132664 = -201502.667158
  nChanged 4
		SP:Iteration 16Q (97926.580000 sec): 3 clusters
  Score: Raw -203941.204481 + Penalty 2437.132664 = -201504.071818
  nChanged 1
		SP:Iteration 17Q (97926.740000 sec): 3 clusters
  Score: Raw -203941.618908 + Penalty 2437.132664 = -201504.486244
  nChanged 0
		SP:Iteration 18F (97926.870000 sec): 3 clusters
  Score: Raw -203941.618908 + Penalty 2437.132664 = -201504.486244
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 5 (16677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97927.090000 sec): 2 clusters
  Score: Raw -2082703.568069 + Penalty 1579.790193 = -2081123.777876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97927.350000 sec): 3 clusters
  Score: Raw -2072651.299249 + Penalty 3159.580386 = -2069491.718862
  nChanged 7564
		SP:Iteration 1F (97927.630000 sec): 3 clusters
  Score: Raw -2076868.049064 + Penalty 3159.580386 = -2073708.468678
  nChanged 812
		SP:Iteration 2Q (97927.870000 sec): 3 clusters
  Score: Raw -2077125.480891 + Penalty 3159.580386 = -2073965.900505
  nChanged 727
		SP:Iteration 3Q (97928.110000 sec): 3 clusters
  Score: Raw -2077352.420791 + Penalty 3159.580386 = -2074192.840405
  nChanged 652
		SP:Iteration 4Q (97928.360000 sec): 3 clusters
  Score: Raw -2077558.791783 + Penalty 3159.580386 = -2074399.211397
  nChanged 637
		SP:Iteration 5Q (97928.570000 sec): 3 clusters
  Score: Raw -2077789.815024 + Penalty 3159.580386 = -2074630.234638
  nChanged 707
		SP:Iteration 6Q (97928.860000 sec): 3 clusters
  Score: Raw -2078080.731613 + Penalty 3159.580386 = -2074921.151227
  nChanged 770
		SP:Iteration 7Q (97929.110000 sec): 3 clusters
  Score: Raw -2078453.475903 + Penalty 3159.580386 = -2075293.895517
  nChanged 865
		SP:Iteration 8F (97929.320000 sec): 3 clusters
  Score: Raw -2078945.436118 + Penalty 3159.580386 = -2075785.855732
  nChanged 930
		SP:Iteration 9F (97929.560000 sec): 3 clusters
  Score: Raw -2079557.501818 + Penalty 3159.580386 = -2076397.921432
  nChanged 937
		SP:Iteration 10F (97929.760000 sec): 3 clusters
  Score: Raw -2080229.351377 + Penalty 3159.580386 = -2077069.770991
  nChanged 885
		SP:Iteration 11F (97929.980000 sec): 3 clusters
  Score: Raw -2080956.302475 + Penalty 3159.580386 = -2077796.722089
  nChanged 750
		SP:Iteration 12Q (97930.270000 sec): 3 clusters
  Score: Raw -2081578.180061 + Penalty 3159.580386 = -2078418.599675
  nChanged 546
		SP:Iteration 13Q (97930.500000 sec): 3 clusters
  Score: Raw -2082018.768280 + Penalty 3159.580386 = -2078859.187893
  nChanged 358
		SP:Iteration 14Q (97930.740000 sec): 3 clusters
  Score: Raw -2082311.740321 + Penalty 3159.580386 = -2079152.159935
  nChanged 223
		SP:Iteration 15Q (97931.030000 sec): 3 clusters
  Score: Raw -2082498.199378 + Penalty 3159.580386 = -2079338.618992
  nChanged 139
		SP:Iteration 16Q (97931.260000 sec): 3 clusters
  Score: Raw -2082640.390434 + Penalty 3159.580386 = -2079480.810048
  nChanged 88
		SP:Iteration 17Q (97931.520000 sec): 3 clusters
  Score: Raw -2082734.671873 + Penalty 3159.580386 = -2079575.091487
  nChanged 51
		SP:Iteration 18Q (97931.760000 sec): 3 clusters
  Score: Raw -2082784.522715 + Penalty 3159.580386 = -2079624.942329
  nChanged 32
		SP:Iteration 19Q (97932.040000 sec): 3 clusters
  Score: Raw -2082818.176460 + Penalty 3159.580386 = -2079658.596074
  nChanged 17
		SP:Iteration 20F (97932.310000 sec): 3 clusters
  Score: Raw -2082841.703845 + Penalty 3159.580386 = -2079682.123459
  nChanged 19
		SP:Iteration 21Q (97932.520000 sec): 3 clusters
  Score: Raw -2082865.313074 + Penalty 3159.580386 = -2079705.732687
  nChanged 12
		SP:Iteration 22Q (97932.760000 sec): 3 clusters
  Score: Raw -2082880.278662 + Penalty 3159.580386 = -2079720.698276
  nChanged 7
		SP:Iteration 23Q (97933.000000 sec): 3 clusters
  Score: Raw -2082890.426453 + Penalty 3159.580386 = -2079730.846067
  nChanged 6
		SP:Iteration 24Q (97933.300000 sec): 3 clusters
  Score: Raw -2082895.720424 + Penalty 3159.580386 = -2079736.140038
  nChanged 1
		SP:Iteration 25Q (97933.490000 sec): 3 clusters
  Score: Raw -2082896.742756 + Penalty 3159.580386 = -2079737.162370
  nChanged 2
		SP:Iteration 26Q (97933.740000 sec): 3 clusters
  Score: Raw -2082898.675287 + Penalty 3159.580386 = -2079739.094901
  nChanged 2
		SP:Iteration 27Q (97933.980000 sec): 3 clusters
  Score: Raw -2082899.815397 + Penalty 3159.580386 = -2079740.235011
  nChanged 1
		SP:Iteration 28Q (97934.240000 sec): 3 clusters
  Score: Raw -2082901.121673 + Penalty 3159.580386 = -2079741.541287
  nChanged 1
		SP:Iteration 29Q (97934.460000 sec): 3 clusters
  Score: Raw -2082902.477444 + Penalty 3159.580386 = -2079742.897058
  nChanged 1
		SP:Iteration 30Q (97934.680000 sec): 3 clusters
  Score: Raw -2082904.501705 + Penalty 3159.580386 = -2079744.921319
  nChanged 2
		SP:Iteration 31Q (97934.900000 sec): 3 clusters
  Score: Raw -2082906.439677 + Penalty 3159.580386 = -2079746.859291
  nChanged 0
		SP:Iteration 32F (97935.150000 sec): 3 clusters
  Score: Raw -2082906.439677 + Penalty 3159.580386 = -2079746.859291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97935.310000 sec): 2 clusters
  Score: Raw -75207.648844 + Penalty 1056.703382 = -74150.945462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97935.440000 sec): 3 clusters
  Score: Raw -75057.121558 + Penalty 2113.406765 = -72943.714793
  nChanged 170
		SP:Iteration 1F (97935.650000 sec): 3 clusters
  Score: Raw -75259.868407 + Penalty 2113.406765 = -73146.461642
  nChanged 49
		SP:Iteration 2F (97935.820000 sec): 3 clusters
  Score: Raw -75349.126717 + Penalty 2113.406765 = -73235.719952
  nChanged 37
		SP:Iteration 3F (97935.980000 sec): 3 clusters
  Score: Raw -75445.238900 + Penalty 2113.406765 = -73331.832135
  nChanged 35
		SP:Iteration 4F (97936.140000 sec): 3 clusters
  Score: Raw -75556.152075 + Penalty 2113.406765 = -73442.745310
  nChanged 40
		SP:Iteration 5F (97936.300000 sec): 3 clusters
  Score: Raw -75692.913880 + Penalty 2113.406765 = -73579.507115
  nChanged 34
		SP:Iteration 6F (97936.460000 sec): 3 clusters
  Score: Raw -75791.618510 + Penalty 2113.406765 = -73678.211745
  nChanged 26
		SP:Iteration 7Q (97936.620000 sec): 3 clusters
  Score: Raw -75863.814534 + Penalty 2113.406765 = -73750.407769
  nChanged 24
		SP:Iteration 8Q (97936.840000 sec): 3 clusters
  Score: Raw -75937.130586 + Penalty 2113.406765 = -73823.723821
  nChanged 20
		SP:Iteration 9Q (97937.030000 sec): 3 clusters
  Score: Raw -75982.880449 + Penalty 2113.406765 = -73869.473684
  nChanged 9
		SP:Iteration 10Q (97937.210000 sec): 3 clusters
  Score: Raw -75999.160393 + Penalty 2113.406765 = -73885.753628
  nChanged 5
		SP:Iteration 11Q (97937.380000 sec): 3 clusters
  Score: Raw -76007.020529 + Penalty 2113.406765 = -73893.613764
  nChanged 4
		SP:Iteration 12Q (97937.560000 sec): 3 clusters
  Score: Raw -76014.973646 + Penalty 2113.406765 = -73901.566881
  nChanged 2
		SP:Iteration 13Q (97937.710000 sec): 3 clusters
  Score: Raw -76016.826046 + Penalty 2113.406765 = -73903.419281
  nChanged 1
		SP:Iteration 14Q (97937.900000 sec): 3 clusters
  Score: Raw -76017.816147 + Penalty 2113.406765 = -73904.409382
  nChanged 0
		SP:Iteration 15F (97938.090000 sec): 3 clusters
  Score: Raw -76017.816147 + Penalty 2113.406765 = -73904.409382
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6875 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97938.230000 sec): 2 clusters
  Score: Raw -750045.773911 + Penalty 1435.792625 = -748609.981286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97938.430000 sec): 3 clusters
  Score: Raw -746376.430448 + Penalty 2871.585250 = -743504.845199
  nChanged 2891
		SP:Iteration 1F (97938.630000 sec): 3 clusters
  Score: Raw -748096.926220 + Penalty 2871.585250 = -745225.340971
  nChanged 598
		SP:Iteration 2F (97938.830000 sec): 3 clusters
  Score: Raw -748536.159035 + Penalty 2871.585250 = -745664.573786
  nChanged 507
		SP:Iteration 3F (97939.010000 sec): 3 clusters
  Score: Raw -748878.003335 + Penalty 2871.585250 = -746006.418085
  nChanged 392
		SP:Iteration 4F (97939.220000 sec): 3 clusters
  Score: Raw -749136.594855 + Penalty 2871.585250 = -746265.009605
  nChanged 349
		SP:Iteration 5F (97939.450000 sec): 3 clusters
  Score: Raw -749352.824310 + Penalty 2871.585250 = -746481.239061
  nChanged 305
		SP:Iteration 6Q (97939.670000 sec): 3 clusters
  Score: Raw -749518.932177 + Penalty 2871.585250 = -746647.346927
  nChanged 253
		SP:Iteration 7Q (97939.820000 sec): 3 clusters
  Score: Raw -749665.349723 + Penalty 2871.585250 = -746793.764473
  nChanged 234
		SP:Iteration 8Q (97940.050000 sec): 3 clusters
  Score: Raw -749798.254380 + Penalty 2871.585250 = -746926.669130
  nChanged 207
		SP:Iteration 9Q (97940.270000 sec): 3 clusters
  Score: Raw -749918.225995 + Penalty 2871.585250 = -747046.640745
  nChanged 178
		SP:Iteration 10Q (97940.450000 sec): 3 clusters
  Score: Raw -750016.714683 + Penalty 2871.585250 = -747145.129433
  nChanged 138
		SP:Iteration 11Q (97940.670000 sec): 3 clusters
  Score: Raw -750085.895008 + Penalty 2871.585250 = -747214.309758
  nChanged 123
		SP:Iteration 12Q (97940.890000 sec): 3 clusters
  Score: Raw -750145.630117 + Penalty 2871.585250 = -747274.044867
  nChanged 100
		SP:Iteration 13Q (97941.050000 sec): 3 clusters
  Score: Raw -750188.767287 + Penalty 2871.585250 = -747317.182038
  nChanged 95
		SP:Iteration 14Q (97941.300000 sec): 3 clusters
  Score: Raw -750228.612952 + Penalty 2871.585250 = -747357.027702
  nChanged 89
		SP:Iteration 15Q (97941.470000 sec): 3 clusters
  Score: Raw -750261.384439 + Penalty 2871.585250 = -747389.799189
  nChanged 69
		SP:Iteration 16Q (97941.690000 sec): 3 clusters
  Score: Raw -750286.234574 + Penalty 2871.585250 = -747414.649324
  nChanged 65
		SP:Iteration 17Q (97941.890000 sec): 3 clusters
  Score: Raw -750311.249564 + Penalty 2871.585250 = -747439.664314
  nChanged 57
		SP:Iteration 18Q (97942.090000 sec): 3 clusters
  Score: Raw -750331.198416 + Penalty 2871.585250 = -747459.613166
  nChanged 42
		SP:Iteration 19Q (97942.310000 sec): 3 clusters
  Score: Raw -750346.444252 + Penalty 2871.585250 = -747474.859003
  nChanged 52
		SP:Iteration 20F (97942.490000 sec): 3 clusters
  Score: Raw -750363.584936 + Penalty 2871.585250 = -747491.999686
  nChanged 43
		SP:Iteration 21Q (97942.690000 sec): 3 clusters
  Score: Raw -750377.898168 + Penalty 2871.585250 = -747506.312918
  nChanged 32
		SP:Iteration 22Q (97942.880000 sec): 3 clusters
  Score: Raw -750390.783470 + Penalty 2871.585250 = -747519.198220
  nChanged 26
		SP:Iteration 23Q (97943.080000 sec): 3 clusters
  Score: Raw -750400.228865 + Penalty 2871.585250 = -747528.643616
  nChanged 25
		SP:Iteration 24Q (97943.260000 sec): 3 clusters
  Score: Raw -750411.710034 + Penalty 2871.585250 = -747540.124785
  nChanged 23
		SP:Iteration 25Q (97943.450000 sec): 3 clusters
  Score: Raw -750421.139438 + Penalty 2871.585250 = -747549.554188
  nChanged 20
		SP:Iteration 26Q (97943.700000 sec): 3 clusters
  Score: Raw -750427.242630 + Penalty 2871.585250 = -747555.657381
  nChanged 18
		SP:Iteration 27Q (97943.910000 sec): 3 clusters
  Score: Raw -750432.984196 + Penalty 2871.585250 = -747561.398946
  nChanged 21
		SP:Iteration 28Q (97944.070000 sec): 3 clusters
  Score: Raw -750439.685123 + Penalty 2871.585250 = -747568.099873
  nChanged 17
		SP:Iteration 29Q (97944.280000 sec): 3 clusters
  Score: Raw -750447.233129 + Penalty 2871.585250 = -747575.647880
  nChanged 17
		SP:Iteration 30Q (97944.480000 sec): 3 clusters
  Score: Raw -750456.280118 + Penalty 2871.585250 = -747584.694869
  nChanged 21
		SP:Iteration 31Q (97944.690000 sec): 3 clusters
  Score: Raw -750465.179703 + Penalty 2871.585250 = -747593.594453
  nChanged 24
		SP:Iteration 32Q (97944.920000 sec): 3 clusters
  Score: Raw -750475.609140 + Penalty 2871.585250 = -747604.023891
  nChanged 19
		SP:Iteration 33Q (97945.100000 sec): 3 clusters
  Score: Raw -750482.670523 + Penalty 2871.585250 = -747611.085273
  nChanged 13
		SP:Iteration 34Q (97945.270000 sec): 3 clusters
  Score: Raw -750486.439991 + Penalty 2871.585250 = -747614.854741
  nChanged 9
		SP:Iteration 35Q (97945.460000 sec): 3 clusters
  Score: Raw -750489.552455 + Penalty 2871.585250 = -747617.967205
  nChanged 6
		SP:Iteration 36Q (97945.650000 sec): 3 clusters
  Score: Raw -750491.101387 + Penalty 2871.585250 = -747619.516137
  nChanged 6
		SP:Iteration 37Q (97945.860000 sec): 3 clusters
  Score: Raw -750493.638146 + Penalty 2871.585250 = -747622.052896
  nChanged 4
		SP:Iteration 38Q (97946.080000 sec): 3 clusters
  Score: Raw -750494.865080 + Penalty 2871.585250 = -747623.279830
  nChanged 0
		SP:Iteration 39F (97946.240000 sec): 3 clusters
  Score: Raw -750494.865080 + Penalty 2871.585250 = -747623.279830
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (16853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97946.430000 sec): 2 clusters
  Score: Raw -2102577.805840 + Penalty 1581.496144 = -2100996.309696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97946.680000 sec): 3 clusters
  Score: Raw -2092591.752893 + Penalty 3162.992287 = -2089428.760606
  nChanged 7532
		SP:Iteration 1F (97946.930000 sec): 3 clusters
  Score: Raw -2096841.970565 + Penalty 3162.992287 = -2093678.978278
  nChanged 1176
		SP:Iteration 2F (97947.150000 sec): 3 clusters
  Score: Raw -2097478.534093 + Penalty 3162.992287 = -2094315.541806
  nChanged 1142
		SP:Iteration 3F (97947.440000 sec): 3 clusters
  Score: Raw -2098217.423374 + Penalty 3162.992287 = -2095054.431087
  nChanged 1187
		SP:Iteration 4F (97947.660000 sec): 3 clusters
  Score: Raw -2099104.977287 + Penalty 3162.992287 = -2095941.985000
  nChanged 1119
		SP:Iteration 5F (97947.910000 sec): 3 clusters
  Score: Raw -2100039.577009 + Penalty 3162.992287 = -2096876.584721
  nChanged 958
		SP:Iteration 6F (97948.140000 sec): 3 clusters
  Score: Raw -2100818.164486 + Penalty 3162.992287 = -2097655.172199
  nChanged 720
		SP:Iteration 7Q (97948.410000 sec): 3 clusters
  Score: Raw -2101381.812670 + Penalty 3162.992287 = -2098218.820382
  nChanged 529
		SP:Iteration 8Q (97948.670000 sec): 3 clusters
  Score: Raw -2101769.776270 + Penalty 3162.992287 = -2098606.783982
  nChanged 399
		SP:Iteration 9Q (97948.920000 sec): 3 clusters
  Score: Raw -2102055.972511 + Penalty 3162.992287 = -2098892.980224
  nChanged 295
		SP:Iteration 10Q (97949.140000 sec): 3 clusters
  Score: Raw -2102251.026883 + Penalty 3162.992287 = -2099088.034596
  nChanged 225
		SP:Iteration 11Q (97949.380000 sec): 3 clusters
  Score: Raw -2102391.053146 + Penalty 3162.992287 = -2099228.060859
  nChanged 178
		SP:Iteration 12Q (97949.650000 sec): 3 clusters
  Score: Raw -2102504.464689 + Penalty 3162.992287 = -2099341.472402
  nChanged 119
		SP:Iteration 13Q (97949.860000 sec): 3 clusters
  Score: Raw -2102579.029350 + Penalty 3162.992287 = -2099416.037063
  nChanged 106
		SP:Iteration 14Q (97950.090000 sec): 3 clusters
  Score: Raw -2102642.610852 + Penalty 3162.992287 = -2099479.618564
  nChanged 69
		SP:Iteration 15Q (97950.350000 sec): 3 clusters
  Score: Raw -2102685.137516 + Penalty 3162.992287 = -2099522.145228
  nChanged 65
		SP:Iteration 16Q (97950.580000 sec): 3 clusters
  Score: Raw -2102732.337967 + Penalty 3162.992287 = -2099569.345679
  nChanged 50
		SP:Iteration 17Q (97950.850000 sec): 3 clusters
  Score: Raw -2102769.382279 + Penalty 3162.992287 = -2099606.389991
  nChanged 41
		SP:Iteration 18Q (97951.080000 sec): 3 clusters
  Score: Raw -2102799.568603 + Penalty 3162.992287 = -2099636.576316
  nChanged 43
		SP:Iteration 19Q (97951.330000 sec): 3 clusters
  Score: Raw -2102834.991097 + Penalty 3162.992287 = -2099671.998810
  nChanged 35
		SP:Iteration 20F (97951.580000 sec): 3 clusters
  Score: Raw -2102864.927053 + Penalty 3162.992287 = -2099701.934766
  nChanged 34
		SP:Iteration 21Q (97951.820000 sec): 3 clusters
  Score: Raw -2102885.620471 + Penalty 3162.992287 = -2099722.628184
  nChanged 21
		SP:Iteration 22Q (97952.060000 sec): 3 clusters
  Score: Raw -2102894.547462 + Penalty 3162.992287 = -2099731.555175
  nChanged 13
		SP:Iteration 23Q (97952.320000 sec): 3 clusters
  Score: Raw -2102902.512280 + Penalty 3162.992287 = -2099739.519992
  nChanged 11
		SP:Iteration 24Q (97952.550000 sec): 3 clusters
  Score: Raw -2102907.385517 + Penalty 3162.992287 = -2099744.393230
  nChanged 7
		SP:Iteration 25Q (97952.760000 sec): 3 clusters
  Score: Raw -2102911.647464 + Penalty 3162.992287 = -2099748.655176
  nChanged 8
		SP:Iteration 26Q (97952.990000 sec): 3 clusters
  Score: Raw -2102917.087770 + Penalty 3162.992287 = -2099754.095482
  nChanged 6
		SP:Iteration 27Q (97953.250000 sec): 3 clusters
  Score: Raw -2102919.315921 + Penalty 3162.992287 = -2099756.323634
  nChanged 4
		SP:Iteration 28Q (97953.500000 sec): 3 clusters
  Score: Raw -2102922.473688 + Penalty 3162.992287 = -2099759.481401
  nChanged 8
		SP:Iteration 29Q (97953.710000 sec): 3 clusters
  Score: Raw -2102926.668796 + Penalty 3162.992287 = -2099763.676508
  nChanged 5
		SP:Iteration 30Q (97953.960000 sec): 3 clusters
  Score: Raw -2102929.422289 + Penalty 3162.992287 = -2099766.430002
  nChanged 8
		SP:Iteration 31Q (97954.210000 sec): 3 clusters
  Score: Raw -2102932.495602 + Penalty 3162.992287 = -2099769.503314
  nChanged 6
		SP:Iteration 32Q (97954.420000 sec): 3 clusters
  Score: Raw -2102935.537613 + Penalty 3162.992287 = -2099772.545325
  nChanged 2
		SP:Iteration 33Q (97954.650000 sec): 3 clusters
  Score: Raw -2102936.037473 + Penalty 3162.992287 = -2099773.045185
  nChanged 1
		SP:Iteration 34Q (97954.880000 sec): 3 clusters
  Score: Raw -2102936.171994 + Penalty 3162.992287 = -2099773.179706
  nChanged 2
		SP:Iteration 35Q (97955.110000 sec): 3 clusters
  Score: Raw -2102936.732007 + Penalty 3162.992287 = -2099773.739719
  nChanged 1
		SP:Iteration 36Q (97955.330000 sec): 3 clusters
  Score: Raw -2102937.715848 + Penalty 3162.992287 = -2099774.723561
  nChanged 2
		SP:Iteration 37Q (97955.570000 sec): 3 clusters
  Score: Raw -2102938.192887 + Penalty 3162.992287 = -2099775.200599
  nChanged 1
		SP:Iteration 38Q (97955.770000 sec): 3 clusters
  Score: Raw -2102939.082907 + Penalty 3162.992287 = -2099776.090620
  nChanged 1
		SP:Iteration 39Q (97956.030000 sec): 3 clusters
  Score: Raw -2102939.364429 + Penalty 3162.992287 = -2099776.372142
  nChanged 2
		SP:Iteration 40F (97956.280000 sec): 3 clusters
  Score: Raw -2102939.920597 + Penalty 3162.992287 = -2099776.928310
  nChanged 1
		SP:Iteration 41Q (97956.460000 sec): 3 clusters
  Score: Raw -2102940.264580 + Penalty 3162.992287 = -2099777.272293
  nChanged 0
		SP:Iteration 42F (97956.700000 sec): 3 clusters
  Score: Raw -2102940.264580 + Penalty 3162.992287 = -2099777.272293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97956.820000 sec): 2 clusters
  Score: Raw -170999.507438 + Penalty 1186.107238 = -169813.400200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97957.010000 sec): 3 clusters
  Score: Raw -170462.405026 + Penalty 2372.214475 = -168090.190551
  nChanged 502
		SP:Iteration 1F (97957.190000 sec): 3 clusters
  Score: Raw -170849.073078 + Penalty 2372.214475 = -168476.858603
  nChanged 108
		SP:Iteration 2F (97957.350000 sec): 3 clusters
  Score: Raw -170955.162805 + Penalty 2372.214475 = -168582.948329
  nChanged 68
		SP:Iteration 3Q (97957.530000 sec): 3 clusters
  Score: Raw -171009.853012 + Penalty 2372.214475 = -168637.638536
  nChanged 39
		SP:Iteration 4Q (97957.690000 sec): 3 clusters
  Score: Raw -171034.850415 + Penalty 2372.214475 = -168662.635939
  nChanged 32
		SP:Iteration 5Q (97957.870000 sec): 3 clusters
  Score: Raw -171061.905952 + Penalty 2372.214475 = -168689.691477
  nChanged 26
		SP:Iteration 6Q (97958.060000 sec): 3 clusters
  Score: Raw -171083.441596 + Penalty 2372.214475 = -168711.227121
  nChanged 31
		SP:Iteration 7Q (97958.200000 sec): 3 clusters
  Score: Raw -171113.239278 + Penalty 2372.214475 = -168741.024802
  nChanged 34
		SP:Iteration 8Q (97958.400000 sec): 3 clusters
  Score: Raw -171142.863116 + Penalty 2372.214475 = -168770.648641
  nChanged 27
		SP:Iteration 9Q (97958.550000 sec): 3 clusters
  Score: Raw -171161.347721 + Penalty 2372.214475 = -168789.133246
  nChanged 16
		SP:Iteration 10Q (97958.760000 sec): 3 clusters
  Score: Raw -171172.406020 + Penalty 2372.214475 = -168800.191545
  nChanged 11
		SP:Iteration 11Q (97958.950000 sec): 3 clusters
  Score: Raw -171181.342185 + Penalty 2372.214475 = -168809.127710
  nChanged 19
		SP:Iteration 12Q (97959.100000 sec): 3 clusters
  Score: Raw -171196.240684 + Penalty 2372.214475 = -168824.026209
  nChanged 17
		SP:Iteration 13Q (97959.290000 sec): 3 clusters
  Score: Raw -171208.287106 + Penalty 2372.214475 = -168836.072631
  nChanged 9
		SP:Iteration 14Q (97959.430000 sec): 3 clusters
  Score: Raw -171215.492115 + Penalty 2372.214475 = -168843.277639
  nChanged 14
		SP:Iteration 15Q (97959.630000 sec): 3 clusters
  Score: Raw -171228.504898 + Penalty 2372.214475 = -168856.290423
  nChanged 14
		SP:Iteration 16Q (97959.820000 sec): 3 clusters
  Score: Raw -171242.540856 + Penalty 2372.214475 = -168870.326380
  nChanged 11
		SP:Iteration 17Q (97959.970000 sec): 3 clusters
  Score: Raw -171249.733751 + Penalty 2372.214475 = -168877.519276
  nChanged 7
		SP:Iteration 18Q (97960.170000 sec): 3 clusters
  Score: Raw -171253.451498 + Penalty 2372.214475 = -168881.237023
  nChanged 5
		SP:Iteration 19Q (97960.360000 sec): 3 clusters
  Score: Raw -171256.247305 + Penalty 2372.214475 = -168884.032829
  nChanged 0
		SP:Iteration 20F (97960.550000 sec): 3 clusters
  Score: Raw -171256.247305 + Penalty 2372.214475 = -168884.032829
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97960.720000 sec): 2 clusters
  Score: Raw -1195483.187844 + Penalty 1495.112774 = -1193988.075069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97960.900000 sec): 3 clusters
  Score: Raw -1189911.319930 + Penalty 2990.225548 = -1186921.094381
  nChanged 4219
		SP:Iteration 1F (97961.100000 sec): 3 clusters
  Score: Raw -1192141.088125 + Penalty 2990.225548 = -1189150.862576
  nChanged 561
		SP:Iteration 2F (97961.300000 sec): 3 clusters
  Score: Raw -1192376.935812 + Penalty 2990.225548 = -1189386.710263
  nChanged 473
		SP:Iteration 3Q (97961.500000 sec): 3 clusters
  Score: Raw -1192590.830707 + Penalty 2990.225548 = -1189600.605159
  nChanged 467
		SP:Iteration 4Q (97961.720000 sec): 3 clusters
  Score: Raw -1192787.212469 + Penalty 2990.225548 = -1189796.986921
  nChanged 434
		SP:Iteration 5Q (97961.940000 sec): 3 clusters
  Score: Raw -1192994.328232 + Penalty 2990.225548 = -1190004.102683
  nChanged 459
		SP:Iteration 6Q (97962.150000 sec): 3 clusters
  Score: Raw -1193243.341061 + Penalty 2990.225548 = -1190253.115513
  nChanged 477
		SP:Iteration 7Q (97962.380000 sec): 3 clusters
  Score: Raw -1193540.270898 + Penalty 2990.225548 = -1190550.045350
  nChanged 472
		SP:Iteration 8Q (97962.640000 sec): 3 clusters
  Score: Raw -1193878.274730 + Penalty 2990.225548 = -1190888.049182
  nChanged 425
		SP:Iteration 9Q (97962.850000 sec): 3 clusters
  Score: Raw -1194200.578961 + Penalty 2990.225548 = -1191210.353413
  nChanged 388
		SP:Iteration 10Q (97963.090000 sec): 3 clusters
  Score: Raw -1194497.870823 + Penalty 2990.225548 = -1191507.645275
  nChanged 328
		SP:Iteration 11Q (97963.310000 sec): 3 clusters
  Score: Raw -1194744.071573 + Penalty 2990.225548 = -1191753.846025
  nChanged 264
		SP:Iteration 12Q (97963.540000 sec): 3 clusters
  Score: Raw -1194959.510889 + Penalty 2990.225548 = -1191969.285341
  nChanged 212
		SP:Iteration 13Q (97963.740000 sec): 3 clusters
  Score: Raw -1195102.241497 + Penalty 2990.225548 = -1192112.015949
  nChanged 159
		SP:Iteration 14Q (97963.960000 sec): 3 clusters
  Score: Raw -1195193.439334 + Penalty 2990.225548 = -1192203.213786
  nChanged 112
		SP:Iteration 15Q (97964.220000 sec): 3 clusters
  Score: Raw -1195252.197037 + Penalty 2990.225548 = -1192261.971488
  nChanged 93
		SP:Iteration 16Q (97964.400000 sec): 3 clusters
  Score: Raw -1195304.637671 + Penalty 2990.225548 = -1192314.412123
  nChanged 77
		SP:Iteration 17Q (97964.640000 sec): 3 clusters
  Score: Raw -1195344.588180 + Penalty 2990.225548 = -1192354.362632
  nChanged 52
		SP:Iteration 18Q (97964.850000 sec): 3 clusters
  Score: Raw -1195377.772041 + Penalty 2990.225548 = -1192387.546492
  nChanged 62
		SP:Iteration 19Q (97965.060000 sec): 3 clusters
  Score: Raw -1195425.431137 + Penalty 2990.225548 = -1192435.205589
  nChanged 60
		SP:Iteration 20F (97965.280000 sec): 3 clusters
  Score: Raw -1195456.945447 + Penalty 2990.225548 = -1192466.719899
  nChanged 44
		SP:Iteration 21Q (97965.520000 sec): 3 clusters
  Score: Raw -1195480.791455 + Penalty 2990.225548 = -1192490.565907
  nChanged 51
		SP:Iteration 22Q (97965.700000 sec): 3 clusters
  Score: Raw -1195508.576720 + Penalty 2990.225548 = -1192518.351172
  nChanged 53
		SP:Iteration 23Q (97965.920000 sec): 3 clusters
  Score: Raw -1195544.221697 + Penalty 2990.225548 = -1192553.996148
  nChanged 49
		SP:Iteration 24Q (97966.130000 sec): 3 clusters
  Score: Raw -1195584.569581 + Penalty 2990.225548 = -1192594.344033
  nChanged 52
		SP:Iteration 25Q (97966.330000 sec): 3 clusters
  Score: Raw -1195617.752843 + Penalty 2990.225548 = -1192627.527295
  nChanged 49
		SP:Iteration 26Q (97966.550000 sec): 3 clusters
  Score: Raw -1195646.681422 + Penalty 2990.225548 = -1192656.455873
  nChanged 37
		SP:Iteration 27Q (97966.720000 sec): 3 clusters
  Score: Raw -1195662.866439 + Penalty 2990.225548 = -1192672.640891
  nChanged 19
		SP:Iteration 28Q (97966.960000 sec): 3 clusters
  Score: Raw -1195671.879281 + Penalty 2990.225548 = -1192681.653733
  nChanged 22
		SP:Iteration 29Q (97967.170000 sec): 3 clusters
  Score: Raw -1195678.584451 + Penalty 2990.225548 = -1192688.358902
  nChanged 5
		SP:Iteration 30Q (97967.390000 sec): 3 clusters
  Score: Raw -1195679.519922 + Penalty 2990.225548 = -1192689.294374
  nChanged 3
		SP:Iteration 31Q (97967.610000 sec): 3 clusters
  Score: Raw -1195680.353981 + Penalty 2990.225548 = -1192690.128433
  nChanged 3
		SP:Iteration 32Q (97967.810000 sec): 3 clusters
  Score: Raw -1195680.891060 + Penalty 2990.225548 = -1192690.665511
  nChanged 2
		SP:Iteration 33Q (97968.020000 sec): 3 clusters
  Score: Raw -1195681.358035 + Penalty 2990.225548 = -1192691.132486
  nChanged 4
		SP:Iteration 34Q (97968.270000 sec): 3 clusters
  Score: Raw -1195682.205831 + Penalty 2990.225548 = -1192691.980283
  nChanged 3
		SP:Iteration 35Q (97968.480000 sec): 3 clusters
  Score: Raw -1195683.847007 + Penalty 2990.225548 = -1192693.621458
  nChanged 8
		SP:Iteration 36Q (97968.680000 sec): 3 clusters
  Score: Raw -1195686.466571 + Penalty 2990.225548 = -1192696.241023
  nChanged 11
		SP:Iteration 37Q (97968.870000 sec): 3 clusters
  Score: Raw -1195691.235588 + Penalty 2990.225548 = -1192701.010040
  nChanged 12
		SP:Iteration 38Q (97969.100000 sec): 3 clusters
  Score: Raw -1195694.236421 + Penalty 2990.225548 = -1192704.010873
  nChanged 7
		SP:Iteration 39Q (97969.320000 sec): 3 clusters
  Score: Raw -1195696.379309 + Penalty 2990.225548 = -1192706.153761
  nChanged 12
		SP:Iteration 40F (97969.560000 sec): 3 clusters
  Score: Raw -1195702.494492 + Penalty 2990.225548 = -1192712.268944
  nChanged 9
		SP:Iteration 41Q (97969.730000 sec): 3 clusters
  Score: Raw -1195706.304319 + Penalty 2990.225548 = -1192716.078771
  nChanged 9
		SP:Iteration 42Q (97969.970000 sec): 3 clusters
  Score: Raw -1195710.329226 + Penalty 2990.225548 = -1192720.103677
  nChanged 7
		SP:Iteration 43Q (97970.190000 sec): 3 clusters
  Score: Raw -1195711.969987 + Penalty 2990.225548 = -1192721.744439
  nChanged 4
		SP:Iteration 44Q (97970.440000 sec): 3 clusters
  Score: Raw -1195713.387351 + Penalty 2990.225548 = -1192723.161803
  nChanged 5
		SP:Iteration 45Q (97970.620000 sec): 3 clusters
  Score: Raw -1195716.002123 + Penalty 2990.225548 = -1192725.776575
  nChanged 6
		SP:Iteration 46Q (97970.810000 sec): 3 clusters
  Score: Raw -1195718.155802 + Penalty 2990.225548 = -1192727.930254
  nChanged 4
		SP:Iteration 47Q (97971.040000 sec): 3 clusters
  Score: Raw -1195719.722970 + Penalty 2990.225548 = -1192729.497422
  nChanged 5
		SP:Iteration 48Q (97971.270000 sec): 3 clusters
  Score: Raw -1195720.998792 + Penalty 2990.225548 = -1192730.773244
  nChanged 3
		SP:Iteration 49Q (97971.480000 sec): 3 clusters
  Score: Raw -1195721.767606 + Penalty 2990.225548 = -1192731.542058
  nChanged 3
		SP:Iteration 50Q (97971.690000 sec): 3 clusters
  Score: Raw -1195723.762448 + Penalty 2990.225548 = -1192733.536899
  nChanged 3
		SP:Iteration 51Q (97971.870000 sec): 3 clusters
  Score: Raw -1195724.822205 + Penalty 2990.225548 = -1192734.596657
  nChanged 2
		SP:Iteration 52Q (97972.070000 sec): 3 clusters
  Score: Raw -1195726.136388 + Penalty 2990.225548 = -1192735.910839
  nChanged 2
		SP:Iteration 53Q (97972.320000 sec): 3 clusters
  Score: Raw -1195726.701538 + Penalty 2990.225548 = -1192736.475990
  nChanged 1
		SP:Iteration 54Q (97972.540000 sec): 3 clusters
  Score: Raw -1195727.040027 + Penalty 2990.225548 = -1192736.814479
  nChanged 0
		SP:Iteration 55F (97972.750000 sec): 3 clusters
  Score: Raw -1195727.040027 + Penalty 2990.225548 = -1192736.814479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97972.930000 sec): 2 clusters
  Score: Raw -2912222.036047 + Penalty 1641.450077 = -2910580.585970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97973.250000 sec): 3 clusters
  Score: Raw -2897254.442868 + Penalty 3282.900153 = -2893971.542715
  nChanged 11282
		SP:Iteration 1F (97973.540000 sec): 3 clusters
  Score: Raw -2903425.050417 + Penalty 3282.900153 = -2900142.150264
  nChanged 1253
		SP:Iteration 2F (97973.850000 sec): 3 clusters
  Score: Raw -2903862.014938 + Penalty 3282.900153 = -2900579.114784
  nChanged 1142
		SP:Iteration 3Q (97974.160000 sec): 3 clusters
  Score: Raw -2904290.986458 + Penalty 3282.900153 = -2901008.086304
  nChanged 1176
		SP:Iteration 4Q (97974.440000 sec): 3 clusters
  Score: Raw -2904794.145196 + Penalty 3282.900153 = -2901511.245043
  nChanged 1235
		SP:Iteration 5F (97974.760000 sec): 3 clusters
  Score: Raw -2905393.949207 + Penalty 3282.900153 = -2902111.049053
  nChanged 1385
		SP:Iteration 6F (97975.020000 sec): 3 clusters
  Score: Raw -2906169.598831 + Penalty 3282.900153 = -2902886.698678
  nChanged 1567
		SP:Iteration 7F (97975.300000 sec): 3 clusters
  Score: Raw -2907213.368678 + Penalty 3282.900153 = -2903930.468525
  nChanged 1650
		SP:Iteration 8F (97975.600000 sec): 3 clusters
  Score: Raw -2908451.484694 + Penalty 3282.900153 = -2905168.584541
  nChanged 1587
		SP:Iteration 9F (97975.890000 sec): 3 clusters
  Score: Raw -2909771.719383 + Penalty 3282.900153 = -2906488.819229
  nChanged 1252
		SP:Iteration 10F (97976.130000 sec): 3 clusters
  Score: Raw -2910869.222307 + Penalty 3282.900153 = -2907586.322154
  nChanged 799
		SP:Iteration 11Q (97976.420000 sec): 3 clusters
  Score: Raw -2911616.471475 + Penalty 3282.900153 = -2908333.571321
  nChanged 419
		SP:Iteration 12Q (97976.700000 sec): 3 clusters
  Score: Raw -2912047.853761 + Penalty 3282.900153 = -2908764.953608
  nChanged 194
		SP:Iteration 13Q (97976.980000 sec): 3 clusters
  Score: Raw -2912229.890912 + Penalty 3282.900153 = -2908946.990759
  nChanged 116
		SP:Iteration 14Q (97977.260000 sec): 3 clusters
  Score: Raw -2912347.482249 + Penalty 3282.900153 = -2909064.582096
  nChanged 74
		SP:Iteration 15Q (97977.490000 sec): 3 clusters
  Score: Raw -2912415.087297 + Penalty 3282.900153 = -2909132.187144
  nChanged 38
		SP:Iteration 16Q (97977.770000 sec): 3 clusters
  Score: Raw -2912445.950845 + Penalty 3282.900153 = -2909163.050691
  nChanged 28
		SP:Iteration 17Q (97978.040000 sec): 3 clusters
  Score: Raw -2912468.335956 + Penalty 3282.900153 = -2909185.435803
  nChanged 21
		SP:Iteration 18Q (97978.330000 sec): 3 clusters
  Score: Raw -2912480.633250 + Penalty 3282.900153 = -2909197.733097
  nChanged 12
		SP:Iteration 19Q (97978.580000 sec): 3 clusters
  Score: Raw -2912487.421851 + Penalty 3282.900153 = -2909204.521698
  nChanged 8
		SP:Iteration 20F (97978.850000 sec): 3 clusters
  Score: Raw -2912491.789130 + Penalty 3282.900153 = -2909208.888977
  nChanged 5
		SP:Iteration 21Q (97979.160000 sec): 3 clusters
  Score: Raw -2912495.877315 + Penalty 3282.900153 = -2909212.977162
  nChanged 8
		SP:Iteration 22Q (97979.460000 sec): 3 clusters
  Score: Raw -2912501.841796 + Penalty 3282.900153 = -2909218.941643
  nChanged 4
		SP:Iteration 23Q (97979.670000 sec): 3 clusters
  Score: Raw -2912503.720551 + Penalty 3282.900153 = -2909220.820398
  nChanged 2
		SP:Iteration 24Q (97979.960000 sec): 3 clusters
  Score: Raw -2912504.304907 + Penalty 3282.900153 = -2909221.404754
  nChanged 2
		SP:Iteration 25Q (97980.240000 sec): 3 clusters
  Score: Raw -2912505.200667 + Penalty 3282.900153 = -2909222.300514
  nChanged 2
		SP:Iteration 26Q (97980.490000 sec): 3 clusters
  Score: Raw -2912506.226086 + Penalty 3282.900153 = -2909223.325933
  nChanged 0
		SP:Iteration 27F (97980.790000 sec): 3 clusters
  Score: Raw -2912506.226086 + Penalty 3282.900153 = -2909223.325933
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (6190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97980.920000 sec): 2 clusters
  Score: Raw -772241.781595 + Penalty 1418.737184 = -770823.044411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97981.110000 sec): 3 clusters
  Score: Raw -768934.037713 + Penalty 2837.474369 = -766096.563344
  nChanged 2571
		SP:Iteration 1F (97981.300000 sec): 3 clusters
  Score: Raw -770254.923844 + Penalty 2837.474369 = -767417.449476
  nChanged 416
		SP:Iteration 2F (97981.520000 sec): 3 clusters
  Score: Raw -770443.261590 + Penalty 2837.474369 = -767605.787221
  nChanged 334
		SP:Iteration 3F (97981.700000 sec): 3 clusters
  Score: Raw -770578.311032 + Penalty 2837.474369 = -767740.836663
  nChanged 246
		SP:Iteration 4Q (97981.910000 sec): 3 clusters
  Score: Raw -770685.551755 + Penalty 2837.474369 = -767848.077387
  nChanged 236
		SP:Iteration 5Q (97982.110000 sec): 3 clusters
  Score: Raw -770787.119499 + Penalty 2837.474369 = -767949.645131
  nChanged 224
		SP:Iteration 6Q (97982.320000 sec): 3 clusters
  Score: Raw -770887.919533 + Penalty 2837.474369 = -768050.445164
  nChanged 229
		SP:Iteration 7Q (97982.520000 sec): 3 clusters
  Score: Raw -770986.347905 + Penalty 2837.474369 = -768148.873536
  nChanged 218
		SP:Iteration 8Q (97982.730000 sec): 3 clusters
  Score: Raw -771092.805151 + Penalty 2837.474369 = -768255.330782
  nChanged 235
		SP:Iteration 9Q (97982.940000 sec): 3 clusters
  Score: Raw -771221.815241 + Penalty 2837.474369 = -768384.340872
  nChanged 248
		SP:Iteration 10Q (97983.160000 sec): 3 clusters
  Score: Raw -771353.127724 + Penalty 2837.474369 = -768515.653355
  nChanged 212
		SP:Iteration 11Q (97983.330000 sec): 3 clusters
  Score: Raw -771471.538725 + Penalty 2837.474369 = -768634.064356
  nChanged 206
		SP:Iteration 12Q (97983.540000 sec): 3 clusters
  Score: Raw -771582.595202 + Penalty 2837.474369 = -768745.120833
  nChanged 197
		SP:Iteration 13Q (97983.750000 sec): 3 clusters
  Score: Raw -771707.806800 + Penalty 2837.474369 = -768870.332431
  nChanged 187
		SP:Iteration 14Q (97983.960000 sec): 3 clusters
  Score: Raw -771828.682779 + Penalty 2837.474369 = -768991.208410
  nChanged 180
		SP:Iteration 15Q (97984.120000 sec): 3 clusters
  Score: Raw -771954.164394 + Penalty 2837.474369 = -769116.690026
  nChanged 161
		SP:Iteration 16Q (97984.320000 sec): 3 clusters
  Score: Raw -772071.442250 + Penalty 2837.474369 = -769233.967881
  nChanged 126
		SP:Iteration 17Q (97984.470000 sec): 3 clusters
  Score: Raw -772157.079841 + Penalty 2837.474369 = -769319.605472
  nChanged 100
		SP:Iteration 18Q (97984.650000 sec): 3 clusters
  Score: Raw -772223.530192 + Penalty 2837.474369 = -769386.055823
  nChanged 74
		SP:Iteration 19Q (97984.870000 sec): 3 clusters
  Score: Raw -772271.810886 + Penalty 2837.474369 = -769434.336518
  nChanged 72
		SP:Iteration 20F (97985.070000 sec): 3 clusters
  Score: Raw -772313.699896 + Penalty 2837.474369 = -769476.225528
  nChanged 57
		SP:Iteration 21Q (97985.280000 sec): 3 clusters
  Score: Raw -772348.882810 + Penalty 2837.474369 = -769511.408441
  nChanged 38
		SP:Iteration 22Q (97985.520000 sec): 3 clusters
  Score: Raw -772370.909672 + Penalty 2837.474369 = -769533.435303
  nChanged 38
		SP:Iteration 23Q (97985.660000 sec): 3 clusters
  Score: Raw -772391.212113 + Penalty 2837.474369 = -769553.737744
  nChanged 31
		SP:Iteration 24Q (97985.890000 sec): 3 clusters
  Score: Raw -772408.783463 + Penalty 2837.474369 = -769571.309094
  nChanged 23
		SP:Iteration 25Q (97986.060000 sec): 3 clusters
  Score: Raw -772421.650893 + Penalty 2837.474369 = -769584.176524
  nChanged 20
		SP:Iteration 26Q (97986.220000 sec): 3 clusters
  Score: Raw -772429.728207 + Penalty 2837.474369 = -769592.253838
  nChanged 19
		SP:Iteration 27Q (97986.400000 sec): 3 clusters
  Score: Raw -772438.366711 + Penalty 2837.474369 = -769600.892342
  nChanged 13
		SP:Iteration 28Q (97986.590000 sec): 3 clusters
  Score: Raw -772445.021115 + Penalty 2837.474369 = -769607.546747
  nChanged 8
		SP:Iteration 29Q (97986.800000 sec): 3 clusters
  Score: Raw -772448.459196 + Penalty 2837.474369 = -769610.984827
  nChanged 6
		SP:Iteration 30Q (97986.980000 sec): 3 clusters
  Score: Raw -772451.308478 + Penalty 2837.474369 = -769613.834110
  nChanged 8
		SP:Iteration 31Q (97987.190000 sec): 3 clusters
  Score: Raw -772455.420183 + Penalty 2837.474369 = -769617.945814
  nChanged 9
		SP:Iteration 32Q (97987.410000 sec): 3 clusters
  Score: Raw -772458.541811 + Penalty 2837.474369 = -769621.067442
  nChanged 4
		SP:Iteration 33Q (97987.600000 sec): 3 clusters
  Score: Raw -772460.765359 + Penalty 2837.474369 = -769623.290991
  nChanged 1
		SP:Iteration 34Q (97987.750000 sec): 3 clusters
  Score: Raw -772461.033992 + Penalty 2837.474369 = -769623.559623
  nChanged 0
		SP:Iteration 35F (97987.960000 sec): 3 clusters
  Score: Raw -772461.033992 + Penalty 2837.474369 = -769623.559623
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (3010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97988.050000 sec): 2 clusters
  Score: Raw -344039.841274 + Penalty 1301.575496 = -342738.265778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97988.230000 sec): 3 clusters
  Score: Raw -342579.277749 + Penalty 2603.150991 = -339976.126758
  nChanged 1172
		SP:Iteration 1F (97988.420000 sec): 3 clusters
  Score: Raw -343389.086033 + Penalty 2603.150991 = -340785.935042
  nChanged 265
		SP:Iteration 2F (97988.590000 sec): 3 clusters
  Score: Raw -343588.323293 + Penalty 2603.150991 = -340985.172302
  nChanged 184
		SP:Iteration 3F (97988.760000 sec): 3 clusters
  Score: Raw -343710.710835 + Penalty 2603.150991 = -341107.559844
  nChanged 127
		SP:Iteration 4Q (97988.960000 sec): 3 clusters
  Score: Raw -343785.676203 + Penalty 2603.150991 = -341182.525212
  nChanged 104
		SP:Iteration 5Q (97989.120000 sec): 3 clusters
  Score: Raw -343851.951237 + Penalty 2603.150991 = -341248.800246
  nChanged 96
		SP:Iteration 6Q (97989.310000 sec): 3 clusters
  Score: Raw -343915.796906 + Penalty 2603.150991 = -341312.645914
  nChanged 103
		SP:Iteration 7Q (97989.520000 sec): 3 clusters
  Score: Raw -344000.078602 + Penalty 2603.150991 = -341396.927611
  nChanged 112
		SP:Iteration 8Q (97989.690000 sec): 3 clusters
  Score: Raw -344098.471843 + Penalty 2603.150991 = -341495.320852
  nChanged 108
		SP:Iteration 9Q (97989.860000 sec): 3 clusters
  Score: Raw -344200.356173 + Penalty 2603.150991 = -341597.205182
  nChanged 107
		SP:Iteration 10Q (97990.070000 sec): 3 clusters
  Score: Raw -344278.599854 + Penalty 2603.150991 = -341675.448863
  nChanged 88
		SP:Iteration 11Q (97990.240000 sec): 3 clusters
  Score: Raw -344331.807557 + Penalty 2603.150991 = -341728.656566
  nChanged 73
		SP:Iteration 12Q (97990.410000 sec): 3 clusters
  Score: Raw -344378.526615 + Penalty 2603.150991 = -341775.375624
  nChanged 70
		SP:Iteration 13Q (97990.610000 sec): 3 clusters
  Score: Raw -344416.258101 + Penalty 2603.150991 = -341813.107109
  nChanged 52
		SP:Iteration 14Q (97990.770000 sec): 3 clusters
  Score: Raw -344443.682030 + Penalty 2603.150991 = -341840.531039
  nChanged 38
		SP:Iteration 15Q (97990.940000 sec): 3 clusters
  Score: Raw -344465.831851 + Penalty 2603.150991 = -341862.680860
  nChanged 33
		SP:Iteration 16Q (97991.160000 sec): 3 clusters
  Score: Raw -344483.713844 + Penalty 2603.150991 = -341880.562853
  nChanged 27
		SP:Iteration 17Q (97991.310000 sec): 3 clusters
  Score: Raw -344496.915261 + Penalty 2603.150991 = -341893.764270
  nChanged 18
		SP:Iteration 18Q (97991.530000 sec): 3 clusters
  Score: Raw -344509.183753 + Penalty 2603.150991 = -341906.032762
  nChanged 23
		SP:Iteration 19Q (97991.710000 sec): 3 clusters
  Score: Raw -344526.222087 + Penalty 2603.150991 = -341923.071095
  nChanged 25
		SP:Iteration 20F (97991.910000 sec): 3 clusters
  Score: Raw -344537.186412 + Penalty 2603.150991 = -341934.035421
  nChanged 23
		SP:Iteration 21Q (97992.120000 sec): 3 clusters
  Score: Raw -344546.658733 + Penalty 2603.150991 = -341943.507741
  nChanged 17
		SP:Iteration 22Q (97992.250000 sec): 3 clusters
  Score: Raw -344554.532160 + Penalty 2603.150991 = -341951.381169
  nChanged 14
		SP:Iteration 23Q (97992.440000 sec): 3 clusters
  Score: Raw -344559.325347 + Penalty 2603.150991 = -341956.174356
  nChanged 9
		SP:Iteration 24Q (97992.650000 sec): 3 clusters
  Score: Raw -344562.979693 + Penalty 2603.150991 = -341959.828702
  nChanged 7
		SP:Iteration 25Q (97992.790000 sec): 3 clusters
  Score: Raw -344565.671916 + Penalty 2603.150991 = -341962.520925
  nChanged 8
		SP:Iteration 26Q (97992.970000 sec): 3 clusters
  Score: Raw -344568.661561 + Penalty 2603.150991 = -341965.510570
  nChanged 7
		SP:Iteration 27Q (97993.180000 sec): 3 clusters
  Score: Raw -344571.107067 + Penalty 2603.150991 = -341967.956076
  nChanged 3
		SP:Iteration 28Q (97993.370000 sec): 3 clusters
  Score: Raw -344571.637284 + Penalty 2603.150991 = -341968.486292
  nChanged 2
		SP:Iteration 29Q (97993.570000 sec): 3 clusters
  Score: Raw -344572.109521 + Penalty 2603.150991 = -341968.958530
  nChanged 2
		SP:Iteration 30Q (97993.780000 sec): 3 clusters
  Score: Raw -344572.582941 + Penalty 2603.150991 = -341969.431950
  nChanged 1
		SP:Iteration 31Q (97993.930000 sec): 3 clusters
  Score: Raw -344572.807541 + Penalty 2603.150991 = -341969.656550
  nChanged 1
		SP:Iteration 32Q (97994.120000 sec): 3 clusters
  Score: Raw -344573.112274 + Penalty 2603.150991 = -341969.961283
  nChanged 0
		SP:Iteration 33F (97994.320000 sec): 3 clusters
  Score: Raw -344573.112274 + Penalty 2603.150991 = -341969.961283
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 14 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97994.400000 sec): 2 clusters
  Score: Raw -162500.031902 + Penalty 1173.548322 = -161326.483581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97994.570000 sec): 3 clusters
  Score: Raw -161974.270434 + Penalty 2347.096643 = -159627.173791
  nChanged 443
		SP:Iteration 1F (97994.740000 sec): 3 clusters
  Score: Raw -162279.668161 + Penalty 2347.096643 = -159932.571518
  nChanged 102
		SP:Iteration 2F (97994.950000 sec): 3 clusters
  Score: Raw -162366.438608 + Penalty 2347.096643 = -160019.341965
  nChanged 66
		SP:Iteration 3Q (97995.120000 sec): 3 clusters
  Score: Raw -162421.468082 + Penalty 2347.096643 = -160074.371439
  nChanged 53
		SP:Iteration 4Q (97995.290000 sec): 3 clusters
  Score: Raw -162474.378258 + Penalty 2347.096643 = -160127.281615
  nChanged 55
		SP:Iteration 5Q (97995.430000 sec): 3 clusters
  Score: Raw -162533.331109 + Penalty 2347.096643 = -160186.234466
  nChanged 49
		SP:Iteration 6Q (97995.610000 sec): 3 clusters
  Score: Raw -162579.787782 + Penalty 2347.096643 = -160232.691139
  nChanged 33
		SP:Iteration 7Q (97995.800000 sec): 3 clusters
  Score: Raw -162609.024447 + Penalty 2347.096643 = -160261.927804
  nChanged 35
		SP:Iteration 8Q (97996.010000 sec): 3 clusters
  Score: Raw -162646.091639 + Penalty 2347.096643 = -160298.994996
  nChanged 29
		SP:Iteration 9Q (97996.180000 sec): 3 clusters
  Score: Raw -162668.169989 + Penalty 2347.096643 = -160321.073346
  nChanged 20
		SP:Iteration 10Q (97996.340000 sec): 3 clusters
  Score: Raw -162684.873102 + Penalty 2347.096643 = -160337.776459
  nChanged 15
		SP:Iteration 11Q (97996.500000 sec): 3 clusters
  Score: Raw -162696.267513 + Penalty 2347.096643 = -160349.170870
  nChanged 15
		SP:Iteration 12Q (97996.670000 sec): 3 clusters
  Score: Raw -162709.586872 + Penalty 2347.096643 = -160362.490229
  nChanged 17
		SP:Iteration 13Q (97996.810000 sec): 3 clusters
  Score: Raw -162724.435326 + Penalty 2347.096643 = -160377.338683
  nChanged 17
		SP:Iteration 14Q (97997.000000 sec): 3 clusters
  Score: Raw -162737.633871 + Penalty 2347.096643 = -160390.537228
  nChanged 12
		SP:Iteration 15Q (97997.170000 sec): 3 clusters
  Score: Raw -162745.761475 + Penalty 2347.096643 = -160398.664832
  nChanged 5
		SP:Iteration 16Q (97997.370000 sec): 3 clusters
  Score: Raw -162748.075265 + Penalty 2347.096643 = -160400.978622
  nChanged 5
		SP:Iteration 17Q (97997.530000 sec): 3 clusters
  Score: Raw -162751.019715 + Penalty 2347.096643 = -160403.923072
  nChanged 5
		SP:Iteration 18Q (97997.710000 sec): 3 clusters
  Score: Raw -162754.130591 + Penalty 2347.096643 = -160407.033948
  nChanged 4
		SP:Iteration 19Q (97997.920000 sec): 3 clusters
  Score: Raw -162756.520763 + Penalty 2347.096643 = -160409.424119
  nChanged 2
		SP:Iteration 20F (97998.080000 sec): 3 clusters
  Score: Raw -162758.938823 + Penalty 2347.096643 = -160411.842180
  nChanged 1
		SP:Iteration 21Q (97998.290000 sec): 3 clusters
  Score: Raw -162759.434944 + Penalty 2347.096643 = -160412.338301
  nChanged 2
		SP:Iteration 22Q (97998.450000 sec): 3 clusters
  Score: Raw -162762.224795 + Penalty 2347.096643 = -160415.128152
  nChanged 6
		SP:Iteration 23Q (97998.640000 sec): 3 clusters
  Score: Raw -162770.229892 + Penalty 2347.096643 = -160423.133249
  nChanged 6
		SP:Iteration 24Q (97998.820000 sec): 3 clusters
  Score: Raw -162775.769793 + Penalty 2347.096643 = -160428.673149
  nChanged 2
		SP:Iteration 25Q (97999.020000 sec): 3 clusters
  Score: Raw -162776.914567 + Penalty 2347.096643 = -160429.817923
  nChanged 3
		SP:Iteration 26Q (97999.180000 sec): 3 clusters
  Score: Raw -162778.442092 + Penalty 2347.096643 = -160431.345449
  nChanged 1
		SP:Iteration 27Q (97999.380000 sec): 3 clusters
  Score: Raw -162778.822978 + Penalty 2347.096643 = -160431.726335
  nChanged 0
		SP:Iteration 28F (97999.550000 sec): 3 clusters
  Score: Raw -162778.822978 + Penalty 2347.096643 = -160431.726335
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (97999.640000 sec): 2 clusters
  Score: Raw -138929.417124 + Penalty 1146.067171 = -137783.349953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (97999.760000 sec): 3 clusters
  Score: Raw -138520.958598 + Penalty 2292.134341 = -136228.824257
  nChanged 347
		SP:Iteration 1F (97999.960000 sec): 3 clusters
  Score: Raw -138751.516449 + Penalty 2292.134341 = -136459.382108
  nChanged 85
		SP:Iteration 2F (98000.110000 sec): 3 clusters
  Score: Raw -138835.132266 + Penalty 2292.134341 = -136542.997925
  nChanged 60
		SP:Iteration 3F (98000.280000 sec): 3 clusters
  Score: Raw -138886.128694 + Penalty 2292.134341 = -136593.994353
  nChanged 35
		SP:Iteration 4Q (98000.410000 sec): 3 clusters
  Score: Raw -138916.037329 + Penalty 2292.134341 = -136623.902988
  nChanged 27
		SP:Iteration 5Q (98000.580000 sec): 3 clusters
  Score: Raw -138947.197528 + Penalty 2292.134341 = -136655.063187
  nChanged 33
		SP:Iteration 6Q (98000.760000 sec): 3 clusters
  Score: Raw -138986.098993 + Penalty 2292.134341 = -136693.964652
  nChanged 32
		SP:Iteration 7Q (98000.920000 sec): 3 clusters
  Score: Raw -139016.420989 + Penalty 2292.134341 = -136724.286648
  nChanged 27
		SP:Iteration 8Q (98001.090000 sec): 3 clusters
  Score: Raw -139038.946264 + Penalty 2292.134341 = -136746.811923
  nChanged 24
		SP:Iteration 9Q (98001.270000 sec): 3 clusters
  Score: Raw -139062.619462 + Penalty 2292.134341 = -136770.485121
  nChanged 17
		SP:Iteration 10Q (98001.440000 sec): 3 clusters
  Score: Raw -139076.456433 + Penalty 2292.134341 = -136784.322092
  nChanged 12
		SP:Iteration 11Q (98001.610000 sec): 3 clusters
  Score: Raw -139089.885697 + Penalty 2292.134341 = -136797.751356
  nChanged 11
		SP:Iteration 12Q (98001.780000 sec): 3 clusters
  Score: Raw -139099.690963 + Penalty 2292.134341 = -136807.556622
  nChanged 9
		SP:Iteration 13Q (98001.950000 sec): 3 clusters
  Score: Raw -139110.307762 + Penalty 2292.134341 = -136818.173421
  nChanged 10
		SP:Iteration 14Q (98002.140000 sec): 3 clusters
  Score: Raw -139125.490906 + Penalty 2292.134341 = -136833.356565
  nChanged 16
		SP:Iteration 15Q (98002.320000 sec): 3 clusters
  Score: Raw -139156.407325 + Penalty 2292.134341 = -136864.272984
  nChanged 21
		SP:Iteration 16Q (98002.460000 sec): 3 clusters
  Score: Raw -139194.208266 + Penalty 2292.134341 = -136902.073925
  nChanged 20
		SP:Iteration 17Q (98002.650000 sec): 3 clusters
  Score: Raw -139243.507242 + Penalty 2292.134341 = -136951.372901
  nChanged 30
		SP:Iteration 18Q (98002.820000 sec): 3 clusters
  Score: Raw -139292.094976 + Penalty 2292.134341 = -136999.960635
  nChanged 27
		SP:Iteration 19Q (98002.960000 sec): 3 clusters
  Score: Raw -139332.138390 + Penalty 2292.134341 = -137040.004049
  nChanged 15
		SP:Iteration 20F (98003.140000 sec): 3 clusters
  Score: Raw -139350.552203 + Penalty 2292.134341 = -137058.417862
  nChanged 10
		SP:Iteration 21Q (98003.300000 sec): 3 clusters
  Score: Raw -139357.654132 + Penalty 2292.134341 = -137065.519791
  nChanged 7
		SP:Iteration 22Q (98003.480000 sec): 3 clusters
  Score: Raw -139362.834471 + Penalty 2292.134341 = -137070.700130
  nChanged 4
		SP:Iteration 23Q (98003.690000 sec): 3 clusters
  Score: Raw -139365.949300 + Penalty 2292.134341 = -137073.814959
  nChanged 8
		SP:Iteration 24Q (98003.850000 sec): 3 clusters
  Score: Raw -139375.970580 + Penalty 2292.134341 = -137083.836239
  nChanged 5
		SP:Iteration 25Q (98004.030000 sec): 3 clusters
  Score: Raw -139381.058955 + Penalty 2292.134341 = -137088.924614
  nChanged 3
		SP:Iteration 26Q (98004.200000 sec): 3 clusters
  Score: Raw -139385.303008 + Penalty 2292.134341 = -137093.168667
  nChanged 1
		SP:Iteration 27Q (98004.390000 sec): 3 clusters
  Score: Raw -139386.193063 + Penalty 2292.134341 = -137094.058722
  nChanged 0
		SP:Iteration 28F (98004.590000 sec): 3 clusters
  Score: Raw -139386.193063 + Penalty 2292.134341 = -137094.058722
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98004.640000 sec): 2 clusters
  Score: Raw -22619.713173 + Penalty 872.728680 = -21746.984494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98004.850000 sec): 3 clusters
  Score: Raw -22763.480970 + Penalty 1745.457359 = -21018.023611
  nChanged 37
		SP:Iteration 1F (98005.010000 sec): 3 clusters
  Score: Raw -22852.820998 + Penalty 1745.457359 = -21107.363639
  nChanged 4
		SP:Iteration 2Q (98005.230000 sec): 3 clusters
  Score: Raw -22867.304446 + Penalty 1745.457359 = -21121.847087
  nChanged 3
		SP:Iteration 3Q (98005.370000 sec): 3 clusters
  Score: Raw -22875.754427 + Penalty 1745.457359 = -21130.297068
  nChanged 1
		SP:Iteration 4Q (98005.590000 sec): 3 clusters
  Score: Raw -22876.920700 + Penalty 1745.457359 = -21131.463340
  nChanged 0
		SP:Iteration 5F (98005.730000 sec): 3 clusters
  Score: Raw -22876.920700 + Penalty 1745.457359 = -21131.463340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98005.810000 sec): 2 clusters
  Score: Raw -103264.831343 + Penalty 1106.289428 = -102158.541914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98006.010000 sec): 3 clusters
  Score: Raw -103022.321575 + Penalty 2212.578857 = -100809.742719
  nChanged 257
		SP:Iteration 1F (98006.180000 sec): 3 clusters
  Score: Raw -103277.692481 + Penalty 2212.578857 = -101065.113624
  nChanged 78
		SP:Iteration 2F (98006.350000 sec): 3 clusters
  Score: Raw -103372.204751 + Penalty 2212.578857 = -101159.625895
  nChanged 45
		SP:Iteration 3Q (98006.510000 sec): 3 clusters
  Score: Raw -103418.440172 + Penalty 2212.578857 = -101205.861316
  nChanged 20
		SP:Iteration 4Q (98006.710000 sec): 3 clusters
  Score: Raw -103437.229689 + Penalty 2212.578857 = -101224.650832
  nChanged 14
		SP:Iteration 5Q (98006.910000 sec): 3 clusters
  Score: Raw -103452.810240 + Penalty 2212.578857 = -101240.231383
  nChanged 13
		SP:Iteration 6Q (98007.070000 sec): 3 clusters
  Score: Raw -103470.915110 + Penalty 2212.578857 = -101258.336253
  nChanged 14
		SP:Iteration 7Q (98007.270000 sec): 3 clusters
  Score: Raw -103508.110799 + Penalty 2212.578857 = -101295.531942
  nChanged 18
		SP:Iteration 8Q (98007.400000 sec): 3 clusters
  Score: Raw -103545.290083 + Penalty 2212.578857 = -101332.711226
  nChanged 21
		SP:Iteration 9Q (98007.600000 sec): 3 clusters
  Score: Raw -103579.055349 + Penalty 2212.578857 = -101366.476493
  nChanged 17
		SP:Iteration 10Q (98007.770000 sec): 3 clusters
  Score: Raw -103606.048095 + Penalty 2212.578857 = -101393.469239
  nChanged 12
		SP:Iteration 11Q (98007.930000 sec): 3 clusters
  Score: Raw -103625.947824 + Penalty 2212.578857 = -101413.368967
  nChanged 7
		SP:Iteration 12Q (98008.100000 sec): 3 clusters
  Score: Raw -103632.899699 + Penalty 2212.578857 = -101420.320842
  nChanged 9
		SP:Iteration 13Q (98008.260000 sec): 3 clusters
  Score: Raw -103641.685058 + Penalty 2212.578857 = -101429.106201
  nChanged 10
		SP:Iteration 14Q (98008.460000 sec): 3 clusters
  Score: Raw -103651.893324 + Penalty 2212.578857 = -101439.314468
  nChanged 12
		SP:Iteration 15Q (98008.590000 sec): 3 clusters
  Score: Raw -103669.431839 + Penalty 2212.578857 = -101456.852983
  nChanged 8
		SP:Iteration 16Q (98008.790000 sec): 3 clusters
  Score: Raw -103680.641182 + Penalty 2212.578857 = -101468.062325
  nChanged 5
		SP:Iteration 17Q (98008.970000 sec): 3 clusters
  Score: Raw -103685.672823 + Penalty 2212.578857 = -101473.093966
  nChanged 4
		SP:Iteration 18Q (98009.110000 sec): 3 clusters
  Score: Raw -103687.771738 + Penalty 2212.578857 = -101475.192882
  nChanged 1
		SP:Iteration 19Q (98009.290000 sec): 3 clusters
  Score: Raw -103688.896742 + Penalty 2212.578857 = -101476.317886
  nChanged 1
		SP:Iteration 20F (98009.440000 sec): 3 clusters
  Score: Raw -103690.702583 + Penalty 2212.578857 = -101478.123726
  nChanged 1
		SP:Iteration 21Q (98009.610000 sec): 3 clusters
  Score: Raw -103691.716854 + Penalty 2212.578857 = -101479.137997
  nChanged 2
		SP:Iteration 22Q (98009.770000 sec): 3 clusters
  Score: Raw -103693.092598 + Penalty 2212.578857 = -101480.513742
  nChanged 2
		SP:Iteration 23Q (98009.970000 sec): 3 clusters
  Score: Raw -103695.752288 + Penalty 2212.578857 = -101483.173431
  nChanged 1
		SP:Iteration 24Q (98010.100000 sec): 3 clusters
  Score: Raw -103696.758421 + Penalty 2212.578857 = -101484.179564
  nChanged 1
		SP:Iteration 25Q (98010.280000 sec): 3 clusters
  Score: Raw -103697.869530 + Penalty 2212.578857 = -101485.290673
  nChanged 2
		SP:Iteration 26Q (98010.490000 sec): 3 clusters
  Score: Raw -103699.393823 + Penalty 2212.578857 = -101486.814967
  nChanged 2
		SP:Iteration 27Q (98010.630000 sec): 3 clusters
  Score: Raw -103702.310201 + Penalty 2212.578857 = -101489.731345
  nChanged 3
		SP:Iteration 28Q (98010.830000 sec): 3 clusters
  Score: Raw -103705.601541 + Penalty 2212.578857 = -101493.022684
  nChanged 3
		SP:Iteration 29Q (98010.980000 sec): 3 clusters
  Score: Raw -103710.417516 + Penalty 2212.578857 = -101497.838659
  nChanged 6
		SP:Iteration 30Q (98011.200000 sec): 3 clusters
  Score: Raw -103715.584074 + Penalty 2212.578857 = -101503.005217
  nChanged 3
		SP:Iteration 31Q (98011.370000 sec): 3 clusters
  Score: Raw -103718.188567 + Penalty 2212.578857 = -101505.609710
  nChanged 5
		SP:Iteration 32Q (98011.530000 sec): 3 clusters
  Score: Raw -103721.910354 + Penalty 2212.578857 = -101509.331498
  nChanged 3
		SP:Iteration 33Q (98011.720000 sec): 3 clusters
  Score: Raw -103723.301118 + Penalty 2212.578857 = -101510.722261
  nChanged 0
		SP:Iteration 34F (98011.890000 sec): 3 clusters
  Score: Raw -103723.301118 + Penalty 2212.578857 = -101510.722261
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 18 (5476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98012.010000 sec): 2 clusters
  Score: Raw -650719.889877 + Penalty 1398.821155 = -649321.068721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98012.230000 sec): 3 clusters
  Score: Raw -647816.536274 + Penalty 2797.642311 = -645018.893964
  nChanged 2246
		SP:Iteration 1F (98012.400000 sec): 3 clusters
  Score: Raw -649050.510489 + Penalty 2797.642311 = -646252.868178
  nChanged 369
		SP:Iteration 2F (98012.600000 sec): 3 clusters
  Score: Raw -649256.248618 + Penalty 2797.642311 = -646458.606307
  nChanged 322
		SP:Iteration 3F (98012.850000 sec): 3 clusters
  Score: Raw -649411.107782 + Penalty 2797.642311 = -646613.465471
  nChanged 250
		SP:Iteration 4Q (98013.050000 sec): 3 clusters
  Score: Raw -649534.419441 + Penalty 2797.642311 = -646736.777131
  nChanged 215
		SP:Iteration 5Q (98013.220000 sec): 3 clusters
  Score: Raw -649634.760544 + Penalty 2797.642311 = -646837.118234
  nChanged 192
		SP:Iteration 6Q (98013.410000 sec): 3 clusters
  Score: Raw -649729.240033 + Penalty 2797.642311 = -646931.597722
  nChanged 182
		SP:Iteration 7Q (98013.630000 sec): 3 clusters
  Score: Raw -649806.762097 + Penalty 2797.642311 = -647009.119786
  nChanged 156
		SP:Iteration 8Q (98013.820000 sec): 3 clusters
  Score: Raw -649861.605314 + Penalty 2797.642311 = -647063.963003
  nChanged 118
		SP:Iteration 9Q (98014.040000 sec): 3 clusters
  Score: Raw -649903.440681 + Penalty 2797.642311 = -647105.798370
  nChanged 125
		SP:Iteration 10Q (98014.230000 sec): 3 clusters
  Score: Raw -649953.012107 + Penalty 2797.642311 = -647155.369796
  nChanged 120
		SP:Iteration 11Q (98014.430000 sec): 3 clusters
  Score: Raw -650002.822325 + Penalty 2797.642311 = -647205.180014
  nChanged 97
		SP:Iteration 12Q (98014.610000 sec): 3 clusters
  Score: Raw -650038.052678 + Penalty 2797.642311 = -647240.410367
  nChanged 95
		SP:Iteration 13Q (98014.810000 sec): 3 clusters
  Score: Raw -650079.633842 + Penalty 2797.642311 = -647281.991531
  nChanged 105
		SP:Iteration 14Q (98015.030000 sec): 3 clusters
  Score: Raw -650130.296501 + Penalty 2797.642311 = -647332.654190
  nChanged 111
		SP:Iteration 15Q (98015.230000 sec): 3 clusters
  Score: Raw -650180.455665 + Penalty 2797.642311 = -647382.813354
  nChanged 101
		SP:Iteration 16Q (98015.410000 sec): 3 clusters
  Score: Raw -650239.767988 + Penalty 2797.642311 = -647442.125677
  nChanged 107
		SP:Iteration 17Q (98015.630000 sec): 3 clusters
  Score: Raw -650299.932823 + Penalty 2797.642311 = -647502.290512
  nChanged 98
		SP:Iteration 18Q (98015.820000 sec): 3 clusters
  Score: Raw -650362.063733 + Penalty 2797.642311 = -647564.421422
  nChanged 94
		SP:Iteration 19Q (98016.030000 sec): 3 clusters
  Score: Raw -650427.376632 + Penalty 2797.642311 = -647629.734322
  nChanged 92
		SP:Iteration 20F (98016.210000 sec): 3 clusters
  Score: Raw -650492.669189 + Penalty 2797.642311 = -647695.026878
  nChanged 84
		SP:Iteration 21Q (98016.370000 sec): 3 clusters
  Score: Raw -650547.156857 + Penalty 2797.642311 = -647749.514547
  nChanged 84
		SP:Iteration 22Q (98016.540000 sec): 3 clusters
  Score: Raw -650608.739763 + Penalty 2797.642311 = -647811.097452
  nChanged 73
		SP:Iteration 23Q (98016.740000 sec): 3 clusters
  Score: Raw -650658.415273 + Penalty 2797.642311 = -647860.772963
  nChanged 70
		SP:Iteration 24Q (98016.910000 sec): 3 clusters
  Score: Raw -650705.559215 + Penalty 2797.642311 = -647907.916904
  nChanged 71
		SP:Iteration 25Q (98017.130000 sec): 3 clusters
  Score: Raw -650760.120067 + Penalty 2797.642311 = -647962.477757
  nChanged 68
		SP:Iteration 26Q (98017.280000 sec): 3 clusters
  Score: Raw -650815.766714 + Penalty 2797.642311 = -648018.124403
  nChanged 61
		SP:Iteration 27Q (98017.500000 sec): 3 clusters
  Score: Raw -650860.835531 + Penalty 2797.642311 = -648063.193220
  nChanged 57
		SP:Iteration 28Q (98017.680000 sec): 3 clusters
  Score: Raw -650905.894598 + Penalty 2797.642311 = -648108.252287
  nChanged 51
		SP:Iteration 29Q (98017.850000 sec): 3 clusters
  Score: Raw -650946.209055 + Penalty 2797.642311 = -648148.566744
  nChanged 57
		SP:Iteration 30Q (98018.030000 sec): 3 clusters
  Score: Raw -650987.200278 + Penalty 2797.642311 = -648189.557967
  nChanged 39
		SP:Iteration 31Q (98018.230000 sec): 3 clusters
  Score: Raw -651016.068328 + Penalty 2797.642311 = -648218.426017
  nChanged 38
		SP:Iteration 32Q (98018.430000 sec): 3 clusters
  Score: Raw -651041.331687 + Penalty 2797.642311 = -648243.689376
  nChanged 25
		SP:Iteration 33Q (98018.640000 sec): 3 clusters
  Score: Raw -651056.246592 + Penalty 2797.642311 = -648258.604282
  nChanged 20
		SP:Iteration 34Q (98018.810000 sec): 3 clusters
  Score: Raw -651067.630785 + Penalty 2797.642311 = -648269.988475
  nChanged 15
		SP:Iteration 35Q (98019.000000 sec): 3 clusters
  Score: Raw -651078.226851 + Penalty 2797.642311 = -648280.584540
  nChanged 18
		SP:Iteration 36Q (98019.200000 sec): 3 clusters
  Score: Raw -651088.442488 + Penalty 2797.642311 = -648290.800178
  nChanged 15
		SP:Iteration 37Q (98019.380000 sec): 3 clusters
  Score: Raw -651095.579736 + Penalty 2797.642311 = -648297.937425
  nChanged 13
		SP:Iteration 38Q (98019.570000 sec): 3 clusters
  Score: Raw -651101.098265 + Penalty 2797.642311 = -648303.455955
  nChanged 8
		SP:Iteration 39Q (98019.760000 sec): 3 clusters
  Score: Raw -651103.760375 + Penalty 2797.642311 = -648306.118064
  nChanged 8
		SP:Iteration 40F (98019.950000 sec): 3 clusters
  Score: Raw -651106.244249 + Penalty 2797.642311 = -648308.601939
  nChanged 4
		SP:Iteration 41Q (98020.160000 sec): 3 clusters
  Score: Raw -651107.399151 + Penalty 2797.642311 = -648309.756841
  nChanged 7
		SP:Iteration 42Q (98020.310000 sec): 3 clusters
  Score: Raw -651109.794154 + Penalty 2797.642311 = -648312.151843
  nChanged 4
		SP:Iteration 43Q (98020.500000 sec): 3 clusters
  Score: Raw -651110.987671 + Penalty 2797.642311 = -648313.345360
  nChanged 2
		SP:Iteration 44Q (98020.680000 sec): 3 clusters
  Score: Raw -651111.454212 + Penalty 2797.642311 = -648313.811902
  nChanged 2
		SP:Iteration 45Q (98020.900000 sec): 3 clusters
  Score: Raw -651112.043472 + Penalty 2797.642311 = -648314.401161
  nChanged 2
		SP:Iteration 46Q (98021.070000 sec): 3 clusters
  Score: Raw -651113.724582 + Penalty 2797.642311 = -648316.082271
  nChanged 4
		SP:Iteration 47Q (98021.250000 sec): 3 clusters
  Score: Raw -651115.789645 + Penalty 2797.642311 = -648318.147335
  nChanged 5
		SP:Iteration 48Q (98021.450000 sec): 3 clusters
  Score: Raw -651118.464116 + Penalty 2797.642311 = -648320.821805
  nChanged 2
		SP:Iteration 49Q (98021.630000 sec): 3 clusters
  Score: Raw -651119.123073 + Penalty 2797.642311 = -648321.480763
  nChanged 0
		SP:Iteration 50F (98021.820000 sec): 3 clusters
  Score: Raw -651119.123073 + Penalty 2797.642311 = -648321.480763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (5492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98021.920000 sec): 2 clusters
  Score: Raw -665463.643602 + Penalty 1399.295262 = -664064.348340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98022.120000 sec): 3 clusters
  Score: Raw -662581.288699 + Penalty 2798.590524 = -659782.698175
  nChanged 2225
		SP:Iteration 1F (98022.320000 sec): 3 clusters
  Score: Raw -663963.822379 + Penalty 2798.590524 = -661165.231855
  nChanged 453
		SP:Iteration 2F (98022.530000 sec): 3 clusters
  Score: Raw -664283.651640 + Penalty 2798.590524 = -661485.061116
  nChanged 335
		SP:Iteration 3F (98022.740000 sec): 3 clusters
  Score: Raw -664549.449825 + Penalty 2798.590524 = -661750.859301
  nChanged 332
		SP:Iteration 4F (98022.930000 sec): 3 clusters
  Score: Raw -664807.984350 + Penalty 2798.590524 = -662009.393825
  nChanged 325
		SP:Iteration 5F (98023.100000 sec): 3 clusters
  Score: Raw -665051.888058 + Penalty 2798.590524 = -662253.297534
  nChanged 268
		SP:Iteration 6Q (98023.300000 sec): 3 clusters
  Score: Raw -665216.968403 + Penalty 2798.590524 = -662418.377879
  nChanged 204
		SP:Iteration 7Q (98023.480000 sec): 3 clusters
  Score: Raw -665333.018099 + Penalty 2798.590524 = -662534.427575
  nChanged 158
		SP:Iteration 8Q (98023.670000 sec): 3 clusters
  Score: Raw -665413.289174 + Penalty 2798.590524 = -662614.698650
  nChanged 129
		SP:Iteration 9Q (98023.850000 sec): 3 clusters
  Score: Raw -665463.987495 + Penalty 2798.590524 = -662665.396971
  nChanged 89
		SP:Iteration 10Q (98024.040000 sec): 3 clusters
  Score: Raw -665495.226394 + Penalty 2798.590524 = -662696.635869
  nChanged 75
		SP:Iteration 11Q (98024.240000 sec): 3 clusters
  Score: Raw -665515.555612 + Penalty 2798.590524 = -662716.965088
  nChanged 41
		SP:Iteration 12Q (98024.430000 sec): 3 clusters
  Score: Raw -665524.469619 + Penalty 2798.590524 = -662725.879095
  nChanged 30
		SP:Iteration 13Q (98024.630000 sec): 3 clusters
  Score: Raw -665532.664807 + Penalty 2798.590524 = -662734.074283
  nChanged 23
		SP:Iteration 14Q (98024.830000 sec): 3 clusters
  Score: Raw -665538.934152 + Penalty 2798.590524 = -662740.343628
  nChanged 22
		SP:Iteration 15Q (98025.040000 sec): 3 clusters
  Score: Raw -665547.316135 + Penalty 2798.590524 = -662748.725610
  nChanged 23
		SP:Iteration 16Q (98025.220000 sec): 3 clusters
  Score: Raw -665554.595614 + Penalty 2798.590524 = -662756.005090
  nChanged 26
		SP:Iteration 17Q (98025.390000 sec): 3 clusters
  Score: Raw -665562.800384 + Penalty 2798.590524 = -662764.209859
  nChanged 24
		SP:Iteration 18Q (98025.580000 sec): 3 clusters
  Score: Raw -665572.422593 + Penalty 2798.590524 = -662773.832069
  nChanged 38
		SP:Iteration 19Q (98025.780000 sec): 3 clusters
  Score: Raw -665593.449842 + Penalty 2798.590524 = -662794.859317
  nChanged 45
		SP:Iteration 20F (98025.940000 sec): 3 clusters
  Score: Raw -665627.656245 + Penalty 2798.590524 = -662829.065721
  nChanged 67
		SP:Iteration 21Q (98026.140000 sec): 3 clusters
  Score: Raw -665685.644365 + Penalty 2798.590524 = -662887.053841
  nChanged 85
		SP:Iteration 22Q (98026.350000 sec): 3 clusters
  Score: Raw -665748.873961 + Penalty 2798.590524 = -662950.283436
  nChanged 82
		SP:Iteration 23Q (98026.560000 sec): 3 clusters
  Score: Raw -665795.695120 + Penalty 2798.590524 = -662997.104596
  nChanged 84
		SP:Iteration 24Q (98026.770000 sec): 3 clusters
  Score: Raw -665843.093329 + Penalty 2798.590524 = -663044.502805
  nChanged 80
		SP:Iteration 25Q (98026.950000 sec): 3 clusters
  Score: Raw -665889.444675 + Penalty 2798.590524 = -663090.854151
  nChanged 68
		SP:Iteration 26Q (98027.150000 sec): 3 clusters
  Score: Raw -665927.741628 + Penalty 2798.590524 = -663129.151104
  nChanged 78
		SP:Iteration 27Q (98027.390000 sec): 3 clusters
  Score: Raw -665962.161998 + Penalty 2798.590524 = -663163.571474
  nChanged 62
		SP:Iteration 28Q (98027.560000 sec): 3 clusters
  Score: Raw -665986.876174 + Penalty 2798.590524 = -663188.285650
  nChanged 37
		SP:Iteration 29Q (98027.780000 sec): 3 clusters
  Score: Raw -666001.720293 + Penalty 2798.590524 = -663203.129769
  nChanged 38
		SP:Iteration 30Q (98027.960000 sec): 3 clusters
  Score: Raw -666014.107289 + Penalty 2798.590524 = -663215.516765
  nChanged 33
		SP:Iteration 31Q (98028.130000 sec): 3 clusters
  Score: Raw -666022.957837 + Penalty 2798.590524 = -663224.367313
  nChanged 25
		SP:Iteration 32Q (98028.340000 sec): 3 clusters
  Score: Raw -666029.545884 + Penalty 2798.590524 = -663230.955360
  nChanged 24
		SP:Iteration 33Q (98028.540000 sec): 3 clusters
  Score: Raw -666036.042940 + Penalty 2798.590524 = -663237.452416
  nChanged 22
		SP:Iteration 34Q (98028.720000 sec): 3 clusters
  Score: Raw -666041.793341 + Penalty 2798.590524 = -663243.202816
  nChanged 21
		SP:Iteration 35Q (98028.940000 sec): 3 clusters
  Score: Raw -666047.554938 + Penalty 2798.590524 = -663248.964414
  nChanged 15
		SP:Iteration 36Q (98029.130000 sec): 3 clusters
  Score: Raw -666051.283702 + Penalty 2798.590524 = -663252.693178
  nChanged 10
		SP:Iteration 37Q (98029.320000 sec): 3 clusters
  Score: Raw -666053.874684 + Penalty 2798.590524 = -663255.284160
  nChanged 11
		SP:Iteration 38Q (98029.530000 sec): 3 clusters
  Score: Raw -666057.139377 + Penalty 2798.590524 = -663258.548852
  nChanged 16
		SP:Iteration 39Q (98029.720000 sec): 3 clusters
  Score: Raw -666062.753027 + Penalty 2798.590524 = -663264.162503
  nChanged 11
		SP:Iteration 40F (98029.870000 sec): 3 clusters
  Score: Raw -666066.881321 + Penalty 2798.590524 = -663268.290796
  nChanged 13
		SP:Iteration 41Q (98030.080000 sec): 3 clusters
  Score: Raw -666070.111424 + Penalty 2798.590524 = -663271.520900
  nChanged 7
		SP:Iteration 42Q (98030.260000 sec): 3 clusters
  Score: Raw -666071.856186 + Penalty 2798.590524 = -663273.265662
  nChanged 2
		SP:Iteration 43Q (98030.460000 sec): 3 clusters
  Score: Raw -666072.060925 + Penalty 2798.590524 = -663273.470400
  nChanged 3
		SP:Iteration 44Q (98030.640000 sec): 3 clusters
  Score: Raw -666072.600749 + Penalty 2798.590524 = -663274.010225
  nChanged 2
		SP:Iteration 45Q (98030.870000 sec): 3 clusters
  Score: Raw -666072.826970 + Penalty 2798.590524 = -663274.236446
  nChanged 2
		SP:Iteration 46Q (98031.050000 sec): 3 clusters
  Score: Raw -666073.104690 + Penalty 2798.590524 = -663274.514166
  nChanged 1
		SP:Iteration 47Q (98031.230000 sec): 3 clusters
  Score: Raw -666073.199328 + Penalty 2798.590524 = -663274.608804
  nChanged 2
		SP:Iteration 48Q (98031.440000 sec): 3 clusters
  Score: Raw -666073.934817 + Penalty 2798.590524 = -663275.344292
  nChanged 7
		SP:Iteration 49Q (98031.590000 sec): 3 clusters
  Score: Raw -666075.557069 + Penalty 2798.590524 = -663276.966545
  nChanged 5
		SP:Iteration 50Q (98031.790000 sec): 3 clusters
  Score: Raw -666076.192897 + Penalty 2798.590524 = -663277.602373
  nChanged 4
		SP:Iteration 51Q (98031.990000 sec): 3 clusters
  Score: Raw -666077.111604 + Penalty 2798.590524 = -663278.521080
  nChanged 3
		SP:Iteration 52Q (98032.220000 sec): 3 clusters
  Score: Raw -666077.605597 + Penalty 2798.590524 = -663279.015073
  nChanged 1
		SP:Iteration 53Q (98032.370000 sec): 3 clusters
  Score: Raw -666077.836082 + Penalty 2798.590524 = -663279.245558
  nChanged 0
		SP:Iteration 54F (98032.580000 sec): 3 clusters
  Score: Raw -666077.836082 + Penalty 2798.590524 = -663279.245558
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (3903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98032.690000 sec): 2 clusters
  Score: Raw -451024.560220 + Penalty 1343.793875 = -449680.766345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98032.860000 sec): 3 clusters
  Score: Raw -449132.912671 + Penalty 2687.587749 = -446445.324922
  nChanged 1503
		SP:Iteration 1F (98033.040000 sec): 3 clusters
  Score: Raw -450039.985996 + Penalty 2687.587749 = -447352.398246
  nChanged 345
		SP:Iteration 2F (98033.200000 sec): 3 clusters
  Score: Raw -450337.874081 + Penalty 2687.587749 = -447650.286332
  nChanged 300
		SP:Iteration 3F (98033.410000 sec): 3 clusters
  Score: Raw -450606.902945 + Penalty 2687.587749 = -447919.315195
  nChanged 284
		SP:Iteration 4F (98033.590000 sec): 3 clusters
  Score: Raw -450880.001193 + Penalty 2687.587749 = -448192.413444
  nChanged 249
		SP:Iteration 5F (98033.760000 sec): 3 clusters
  Score: Raw -451109.304006 + Penalty 2687.587749 = -448421.716256
  nChanged 197
		SP:Iteration 6F (98033.970000 sec): 3 clusters
  Score: Raw -451272.168985 + Penalty 2687.587749 = -448584.581236
  nChanged 128
		SP:Iteration 7Q (98034.100000 sec): 3 clusters
  Score: Raw -451362.102099 + Penalty 2687.587749 = -448674.514349
  nChanged 85
		SP:Iteration 8Q (98034.320000 sec): 3 clusters
  Score: Raw -451407.183473 + Penalty 2687.587749 = -448719.595723
  nChanged 67
		SP:Iteration 9Q (98034.520000 sec): 3 clusters
  Score: Raw -451442.177839 + Penalty 2687.587749 = -448754.590089
  nChanged 54
		SP:Iteration 10Q (98034.720000 sec): 3 clusters
  Score: Raw -451466.457590 + Penalty 2687.587749 = -448778.869840
  nChanged 39
		SP:Iteration 11Q (98034.870000 sec): 3 clusters
  Score: Raw -451485.104255 + Penalty 2687.587749 = -448797.516505
  nChanged 21
		SP:Iteration 12Q (98035.050000 sec): 3 clusters
  Score: Raw -451493.672127 + Penalty 2687.587749 = -448806.084378
  nChanged 17
		SP:Iteration 13Q (98035.270000 sec): 3 clusters
  Score: Raw -451499.219967 + Penalty 2687.587749 = -448811.632218
  nChanged 9
		SP:Iteration 14Q (98035.490000 sec): 3 clusters
  Score: Raw -451501.537283 + Penalty 2687.587749 = -448813.949534
  nChanged 4
		SP:Iteration 15Q (98035.680000 sec): 3 clusters
  Score: Raw -451502.794932 + Penalty 2687.587749 = -448815.207183
  nChanged 6
		SP:Iteration 16Q (98035.840000 sec): 3 clusters
  Score: Raw -451504.892976 + Penalty 2687.587749 = -448817.305227
  nChanged 9
		SP:Iteration 17Q (98036.060000 sec): 3 clusters
  Score: Raw -451506.865713 + Penalty 2687.587749 = -448819.277964
  nChanged 8
		SP:Iteration 18Q (98036.220000 sec): 3 clusters
  Score: Raw -451509.041062 + Penalty 2687.587749 = -448821.453313
  nChanged 6
		SP:Iteration 19Q (98036.420000 sec): 3 clusters
  Score: Raw -451510.554144 + Penalty 2687.587749 = -448822.966394
  nChanged 4
		SP:Iteration 20F (98036.640000 sec): 3 clusters
  Score: Raw -451511.846896 + Penalty 2687.587749 = -448824.259146
  nChanged 4
		SP:Iteration 21Q (98036.840000 sec): 3 clusters
  Score: Raw -451513.227451 + Penalty 2687.587749 = -448825.639702
  nChanged 7
		SP:Iteration 22Q (98037.010000 sec): 3 clusters
  Score: Raw -451515.288896 + Penalty 2687.587749 = -448827.701147
  nChanged 8
		SP:Iteration 23Q (98037.180000 sec): 3 clusters
  Score: Raw -451517.931535 + Penalty 2687.587749 = -448830.343785
  nChanged 9
		SP:Iteration 24Q (98037.400000 sec): 3 clusters
  Score: Raw -451520.956854 + Penalty 2687.587749 = -448833.369105
  nChanged 10
		SP:Iteration 25Q (98037.620000 sec): 3 clusters
  Score: Raw -451523.299881 + Penalty 2687.587749 = -448835.712132
  nChanged 6
		SP:Iteration 26Q (98037.780000 sec): 3 clusters
  Score: Raw -451525.357500 + Penalty 2687.587749 = -448837.769750
  nChanged 4
		SP:Iteration 27Q (98037.960000 sec): 3 clusters
  Score: Raw -451527.192898 + Penalty 2687.587749 = -448839.605149
  nChanged 7
		SP:Iteration 28Q (98038.160000 sec): 3 clusters
  Score: Raw -451528.241123 + Penalty 2687.587749 = -448840.653374
  nChanged 1
		SP:Iteration 29Q (98038.360000 sec): 3 clusters
  Score: Raw -451528.505459 + Penalty 2687.587749 = -448840.917709
  nChanged 1
		SP:Iteration 30Q (98038.540000 sec): 3 clusters
  Score: Raw -451528.810542 + Penalty 2687.587749 = -448841.222792
  nChanged 2
		SP:Iteration 31Q (98038.730000 sec): 3 clusters
  Score: Raw -451529.045017 + Penalty 2687.587749 = -448841.457268
  nChanged 1
		SP:Iteration 32Q (98038.920000 sec): 3 clusters
  Score: Raw -451529.196566 + Penalty 2687.587749 = -448841.608816
  nChanged 2
		SP:Iteration 33Q (98039.130000 sec): 3 clusters
  Score: Raw -451529.488471 + Penalty 2687.587749 = -448841.900721
  nChanged 1
		SP:Iteration 34Q (98039.350000 sec): 3 clusters
  Score: Raw -451529.816319 + Penalty 2687.587749 = -448842.228570
  nChanged 2
		SP:Iteration 35Q (98039.520000 sec): 3 clusters
  Score: Raw -451530.319371 + Penalty 2687.587749 = -448842.731622
  nChanged 1
		SP:Iteration 36Q (98039.710000 sec): 3 clusters
  Score: Raw -451530.501644 + Penalty 2687.587749 = -448842.913894
  nChanged 2
		SP:Iteration 37Q (98039.920000 sec): 3 clusters
  Score: Raw -451530.847364 + Penalty 2687.587749 = -448843.259614
  nChanged 2
		SP:Iteration 38Q (98040.090000 sec): 3 clusters
  Score: Raw -451531.343103 + Penalty 2687.587749 = -448843.755354
  nChanged 4
		SP:Iteration 39Q (98040.260000 sec): 3 clusters
  Score: Raw -451531.860767 + Penalty 2687.587749 = -448844.273018
  nChanged 1
		SP:Iteration 40F (98040.430000 sec): 3 clusters
  Score: Raw -451532.043588 + Penalty 2687.587749 = -448844.455838
  nChanged 4
		SP:Iteration 41Q (98040.620000 sec): 3 clusters
  Score: Raw -451532.805501 + Penalty 2687.587749 = -448845.217751
  nChanged 2
		SP:Iteration 42Q (98040.760000 sec): 3 clusters
  Score: Raw -451533.448039 + Penalty 2687.587749 = -448845.860290
  nChanged 6
		SP:Iteration 43Q (98040.920000 sec): 3 clusters
  Score: Raw -451534.673787 + Penalty 2687.587749 = -448847.086037
  nChanged 2
		SP:Iteration 44Q (98041.060000 sec): 3 clusters
  Score: Raw -451535.226288 + Penalty 2687.587749 = -448847.638539
  nChanged 3
		SP:Iteration 45Q (98041.280000 sec): 3 clusters
  Score: Raw -451535.922734 + Penalty 2687.587749 = -448848.334985
  nChanged 4
		SP:Iteration 46Q (98041.440000 sec): 3 clusters
  Score: Raw -451537.561226 + Penalty 2687.587749 = -448849.973477
  nChanged 3
		SP:Iteration 47Q (98041.610000 sec): 3 clusters
  Score: Raw -451538.231064 + Penalty 2687.587749 = -448850.643314
  nChanged 2
		SP:Iteration 48Q (98041.810000 sec): 3 clusters
  Score: Raw -451538.443987 + Penalty 2687.587749 = -448850.856238
  nChanged 0
		SP:Iteration 49F (98042.000000 sec): 3 clusters
  Score: Raw -451538.443987 + Penalty 2687.587749 = -448850.856238
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 21 (988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98042.110000 sec): 2 clusters
  Score: Raw -116697.915083 + Penalty 1120.548438 = -115577.366644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98042.240000 sec): 3 clusters
  Score: Raw -116417.096591 + Penalty 2241.096877 = -114175.999714
  nChanged 295
		SP:Iteration 1F (98042.430000 sec): 3 clusters
  Score: Raw -116670.111507 + Penalty 2241.096877 = -114429.014630
  nChanged 66
		SP:Iteration 2F (98042.600000 sec): 3 clusters
  Score: Raw -116735.757408 + Penalty 2241.096877 = -114494.660531
  nChanged 39
		SP:Iteration 3Q (98042.800000 sec): 3 clusters
  Score: Raw -116769.558177 + Penalty 2241.096877 = -114528.461300
  nChanged 24
		SP:Iteration 4Q (98043.010000 sec): 3 clusters
  Score: Raw -116796.419870 + Penalty 2241.096877 = -114555.322993
  nChanged 15
		SP:Iteration 5Q (98043.160000 sec): 3 clusters
  Score: Raw -116808.060186 + Penalty 2241.096877 = -114566.963310
  nChanged 7
		SP:Iteration 6Q (98043.340000 sec): 3 clusters
  Score: Raw -116812.588980 + Penalty 2241.096877 = -114571.492103
  nChanged 4
		SP:Iteration 7Q (98043.540000 sec): 3 clusters
  Score: Raw -116816.633921 + Penalty 2241.096877 = -114575.537044
  nChanged 3
		SP:Iteration 8Q (98043.700000 sec): 3 clusters
  Score: Raw -116819.218669 + Penalty 2241.096877 = -114578.121792
  nChanged 4
		SP:Iteration 9Q (98043.840000 sec): 3 clusters
  Score: Raw -116824.487898 + Penalty 2241.096877 = -114583.391021
  nChanged 6
		SP:Iteration 10Q (98044.020000 sec): 3 clusters
  Score: Raw -116827.841840 + Penalty 2241.096877 = -114586.744964
  nChanged 3
		SP:Iteration 11Q (98044.230000 sec): 3 clusters
  Score: Raw -116830.495913 + Penalty 2241.096877 = -114589.399036
  nChanged 2
		SP:Iteration 12Q (98044.400000 sec): 3 clusters
  Score: Raw -116831.743129 + Penalty 2241.096877 = -114590.646252
  nChanged 2
		SP:Iteration 13Q (98044.580000 sec): 3 clusters
  Score: Raw -116832.979059 + Penalty 2241.096877 = -114591.882182
  nChanged 1
		SP:Iteration 14Q (98044.770000 sec): 3 clusters
  Score: Raw -116833.624243 + Penalty 2241.096877 = -114592.527366
  nChanged 1
		SP:Iteration 15Q (98044.920000 sec): 3 clusters
  Score: Raw -116834.051449 + Penalty 2241.096877 = -114592.954573
  nChanged 1
		SP:Iteration 16Q (98045.130000 sec): 3 clusters
  Score: Raw -116834.138734 + Penalty 2241.096877 = -114593.041857
  nChanged 0
		SP:Iteration 17F (98045.320000 sec): 3 clusters
  Score: Raw -116834.138734 + Penalty 2241.096877 = -114593.041857
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (3649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98045.420000 sec): 2 clusters
  Score: Raw -431646.594189 + Penalty 1332.858871 = -430313.735318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98045.640000 sec): 3 clusters
  Score: Raw -429798.027450 + Penalty 2665.717742 = -427132.309709
  nChanged 1444
		SP:Iteration 1F (98045.870000 sec): 3 clusters
  Score: Raw -430669.661793 + Penalty 2665.717742 = -428003.944051
  nChanged 324
		SP:Iteration 2F (98046.020000 sec): 3 clusters
  Score: Raw -430914.510219 + Penalty 2665.717742 = -428248.792477
  nChanged 232
		SP:Iteration 3F (98046.220000 sec): 3 clusters
  Score: Raw -431117.284219 + Penalty 2665.717742 = -428451.566477
  nChanged 197
		SP:Iteration 4F (98046.440000 sec): 3 clusters
  Score: Raw -431327.628961 + Penalty 2665.717742 = -428661.911219
  nChanged 194
		SP:Iteration 5F (98046.600000 sec): 3 clusters
  Score: Raw -431544.862935 + Penalty 2665.717742 = -428879.145193
  nChanged 209
		SP:Iteration 6F (98046.760000 sec): 3 clusters
  Score: Raw -431770.853170 + Penalty 2665.717742 = -429105.135428
  nChanged 189
		SP:Iteration 7F (98046.940000 sec): 3 clusters
  Score: Raw -431975.543950 + Penalty 2665.717742 = -429309.826208
  nChanged 182
		SP:Iteration 8Q (98047.110000 sec): 3 clusters
  Score: Raw -432207.507707 + Penalty 2665.717742 = -429541.789965
  nChanged 179
		SP:Iteration 9Q (98047.290000 sec): 3 clusters
  Score: Raw -432426.158158 + Penalty 2665.717742 = -429760.440416
  nChanged 163
		SP:Iteration 10Q (98047.480000 sec): 3 clusters
  Score: Raw -432575.024633 + Penalty 2665.717742 = -429909.306891
  nChanged 110
		SP:Iteration 11Q (98047.660000 sec): 3 clusters
  Score: Raw -432661.785265 + Penalty 2665.717742 = -429996.067523
  nChanged 75
		SP:Iteration 12Q (98047.830000 sec): 3 clusters
  Score: Raw -432705.459711 + Penalty 2665.717742 = -430039.741969
  nChanged 46
		SP:Iteration 13Q (98048.030000 sec): 3 clusters
  Score: Raw -432723.794924 + Penalty 2665.717742 = -430058.077182
  nChanged 36
		SP:Iteration 14Q (98048.200000 sec): 3 clusters
  Score: Raw -432736.556025 + Penalty 2665.717742 = -430070.838283
  nChanged 18
		SP:Iteration 15Q (98048.370000 sec): 3 clusters
  Score: Raw -432742.703245 + Penalty 2665.717742 = -430076.985504
  nChanged 24
		SP:Iteration 16Q (98048.540000 sec): 3 clusters
  Score: Raw -432751.468237 + Penalty 2665.717742 = -430085.750495
  nChanged 12
		SP:Iteration 17Q (98048.770000 sec): 3 clusters
  Score: Raw -432755.021459 + Penalty 2665.717742 = -430089.303717
  nChanged 16
		SP:Iteration 18Q (98048.910000 sec): 3 clusters
  Score: Raw -432760.478207 + Penalty 2665.717742 = -430094.760465
  nChanged 10
		SP:Iteration 19Q (98049.130000 sec): 3 clusters
  Score: Raw -432763.745487 + Penalty 2665.717742 = -430098.027745
  nChanged 11
		SP:Iteration 20F (98049.270000 sec): 3 clusters
  Score: Raw -432766.831906 + Penalty 2665.717742 = -430101.114164
  nChanged 7
		SP:Iteration 21Q (98049.470000 sec): 3 clusters
  Score: Raw -432768.702077 + Penalty 2665.717742 = -430102.984335
  nChanged 4
		SP:Iteration 22Q (98049.660000 sec): 3 clusters
  Score: Raw -432770.623123 + Penalty 2665.717742 = -430104.905381
  nChanged 6
		SP:Iteration 23Q (98049.850000 sec): 3 clusters
  Score: Raw -432772.210330 + Penalty 2665.717742 = -430106.492589
  nChanged 2
		SP:Iteration 24Q (98050.030000 sec): 3 clusters
  Score: Raw -432772.563565 + Penalty 2665.717742 = -430106.845823
  nChanged 1
		SP:Iteration 25Q (98050.240000 sec): 3 clusters
  Score: Raw -432772.767550 + Penalty 2665.717742 = -430107.049809
  nChanged 2
		SP:Iteration 26Q (98050.440000 sec): 3 clusters
  Score: Raw -432773.020833 + Penalty 2665.717742 = -430107.303092
  nChanged 0
		SP:Iteration 27F (98050.610000 sec): 3 clusters
  Score: Raw -432773.020833 + Penalty 2665.717742 = -430107.303092
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 23 (153713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98051.520000 sec): 2 clusters
  Score: Raw -18966934.912047 + Penalty 1940.711907 = -18964994.200140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98052.420000 sec): 3 clusters
  Score: Raw -18865748.046423 + Penalty 3881.423815 = -18861866.622609
  nChanged 74418
		SP:Iteration 1F (98053.250000 sec): 3 clusters
  Score: Raw -18909278.739113 + Penalty 3881.423815 = -18905397.315299
  nChanged 4191
		SP:Iteration 2Q (98054.140000 sec): 3 clusters
  Score: Raw -18910101.408930 + Penalty 3881.423815 = -18906219.985115
  nChanged 4493
		SP:Iteration 3Q (98055.060000 sec): 3 clusters
  Score: Raw -18911103.364023 + Penalty 3881.423815 = -18907221.940209
  nChanged 4871
		SP:Iteration 4Q (98056.060000 sec): 3 clusters
  Score: Raw -18912330.101334 + Penalty 3881.423815 = -18908448.677519
  nChanged 5389
		SP:Iteration 5Q (98057.100000 sec): 3 clusters
  Score: Raw -18913864.008905 + Penalty 3881.423815 = -18909982.585091
  nChanged 5884
		SP:Iteration 6Q (98058.150000 sec): 3 clusters
  Score: Raw -18915872.445524 + Penalty 3881.423815 = -18911991.021710
  nChanged 6881
		SP:Iteration 7Q (98059.140000 sec): 3 clusters
  Score: Raw -18918761.639507 + Penalty 3881.423815 = -18914880.215693
  nChanged 8066
		SP:Iteration 8F (98060.050000 sec): 3 clusters
  Score: Raw -18923056.181898 + Penalty 3881.423815 = -18919174.758084
  nChanged 9588
		SP:Iteration 9F (98060.940000 sec): 3 clusters
  Score: Raw -18929324.386373 + Penalty 3881.423815 = -18925442.962559
  nChanged 10997
		SP:Iteration 10F (98061.800000 sec): 3 clusters
  Score: Raw -18937811.207182 + Penalty 3881.423815 = -18933929.783368
  nChanged 11148
		SP:Iteration 11F (98062.710000 sec): 3 clusters
  Score: Raw -18947408.937209 + Penalty 3881.423815 = -18943527.513395
  nChanged 9540
		SP:Iteration 12F (98063.600000 sec): 3 clusters
  Score: Raw -18956207.839555 + Penalty 3881.423815 = -18952326.415741
  nChanged 6388
		SP:Iteration 13Q (98064.530000 sec): 3 clusters
  Score: Raw -18962176.891983 + Penalty 3881.423815 = -18958295.468169
  nChanged 3298
		SP:Iteration 14Q (98065.410000 sec): 3 clusters
  Score: Raw -18965144.123986 + Penalty 3881.423815 = -18961262.700171
  nChanged 1331
		SP:Iteration 15Q (98066.360000 sec): 3 clusters
  Score: Raw -18966305.476663 + Penalty 3881.423815 = -18962424.052849
  nChanged 528
		SP:Iteration 16Q (98067.230000 sec): 3 clusters
  Score: Raw -18966758.321340 + Penalty 3881.423815 = -18962876.897526
  nChanged 237
		SP:Iteration 17Q (98068.080000 sec): 3 clusters
  Score: Raw -18966958.962565 + Penalty 3881.423815 = -18963077.538751
  nChanged 117
		SP:Iteration 18Q (98068.970000 sec): 3 clusters
  Score: Raw -18967046.662232 + Penalty 3881.423815 = -18963165.238417
  nChanged 66
		SP:Iteration 19Q (98069.790000 sec): 3 clusters
  Score: Raw -18967105.587158 + Penalty 3881.423815 = -18963224.163343
  nChanged 52
		SP:Iteration 20F (98070.650000 sec): 3 clusters
  Score: Raw -18967148.420229 + Penalty 3881.423815 = -18963266.996414
  nChanged 38
		SP:Iteration 21Q (98071.440000 sec): 3 clusters
  Score: Raw -18967178.799865 + Penalty 3881.423815 = -18963297.376051
  nChanged 34
		SP:Iteration 22Q (98072.270000 sec): 3 clusters
  Score: Raw -18967203.125188 + Penalty 3881.423815 = -18963321.701374
  nChanged 23
		SP:Iteration 23Q (98073.080000 sec): 3 clusters
  Score: Raw -18967215.298924 + Penalty 3881.423815 = -18963333.875110
  nChanged 16
		SP:Iteration 24Q (98073.920000 sec): 3 clusters
  Score: Raw -18967225.627150 + Penalty 3881.423815 = -18963344.203336
  nChanged 11
		SP:Iteration 25Q (98074.740000 sec): 3 clusters
  Score: Raw -18967234.000338 + Penalty 3881.423815 = -18963352.576523
  nChanged 12
		SP:Iteration 26Q (98075.570000 sec): 3 clusters
  Score: Raw -18967239.355728 + Penalty 3881.423815 = -18963357.931913
  nChanged 5
		SP:Iteration 27Q (98076.450000 sec): 3 clusters
  Score: Raw -18967242.962589 + Penalty 3881.423815 = -18963361.538775
  nChanged 6
		SP:Iteration 28Q (98077.370000 sec): 3 clusters
  Score: Raw -18967246.115235 + Penalty 3881.423815 = -18963364.691421
  nChanged 3
		SP:Iteration 29Q (98078.280000 sec): 3 clusters
  Score: Raw -18967249.073240 + Penalty 3881.423815 = -18963367.649426
  nChanged 5
		SP:Iteration 30Q (98079.190000 sec): 3 clusters
  Score: Raw -18967252.335112 + Penalty 3881.423815 = -18963370.911298
  nChanged 2
		SP:Iteration 31Q (98080.140000 sec): 3 clusters
  Score: Raw -18967252.613182 + Penalty 3881.423815 = -18963371.189368
  nChanged 0
		SP:Iteration 32F (98081.020000 sec): 3 clusters
  Score: Raw -18967252.613182 + Penalty 3881.423815 = -18963371.189368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98081.310000 sec): 2 clusters
  Score: Raw -272077.856764 + Penalty 1251.077132 = -270826.779632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98081.460000 sec): 3 clusters
  Score: Raw -271090.723833 + Penalty 2502.154265 = -268588.569568
  nChanged 830
		SP:Iteration 1F (98081.680000 sec): 3 clusters
  Score: Raw -271577.383590 + Penalty 2502.154265 = -269075.229325
  nChanged 154
		SP:Iteration 2F (98081.860000 sec): 3 clusters
  Score: Raw -271680.651722 + Penalty 2502.154265 = -269178.497457
  nChanged 101
		SP:Iteration 3Q (98082.040000 sec): 3 clusters
  Score: Raw -271743.994021 + Penalty 2502.154265 = -269241.839756
  nChanged 70
		SP:Iteration 4Q (98082.230000 sec): 3 clusters
  Score: Raw -271786.544549 + Penalty 2502.154265 = -269284.390284
  nChanged 52
		SP:Iteration 5Q (98082.380000 sec): 3 clusters
  Score: Raw -271818.675544 + Penalty 2502.154265 = -269316.521279
  nChanged 50
		SP:Iteration 6Q (98082.600000 sec): 3 clusters
  Score: Raw -271855.497829 + Penalty 2502.154265 = -269353.343564
  nChanged 49
		SP:Iteration 7Q (98082.790000 sec): 3 clusters
  Score: Raw -271889.760415 + Penalty 2502.154265 = -269387.606150
  nChanged 50
		SP:Iteration 8Q (98082.980000 sec): 3 clusters
  Score: Raw -271928.988134 + Penalty 2502.154265 = -269426.833869
  nChanged 56
		SP:Iteration 9Q (98083.120000 sec): 3 clusters
  Score: Raw -271976.135874 + Penalty 2502.154265 = -269473.981609
  nChanged 67
		SP:Iteration 10Q (98083.280000 sec): 3 clusters
  Score: Raw -272025.897352 + Penalty 2502.154265 = -269523.743087
  nChanged 48
		SP:Iteration 11Q (98083.480000 sec): 3 clusters
  Score: Raw -272053.374721 + Penalty 2502.154265 = -269551.220456
  nChanged 41
		SP:Iteration 12Q (98083.670000 sec): 3 clusters
  Score: Raw -272075.232913 + Penalty 2502.154265 = -269573.078648
  nChanged 41
		SP:Iteration 13Q (98083.820000 sec): 3 clusters
  Score: Raw -272098.693165 + Penalty 2502.154265 = -269596.538900
  nChanged 34
		SP:Iteration 14Q (98084.020000 sec): 3 clusters
  Score: Raw -272121.600159 + Penalty 2502.154265 = -269619.445894
  nChanged 35
		SP:Iteration 15Q (98084.190000 sec): 3 clusters
  Score: Raw -272142.024610 + Penalty 2502.154265 = -269639.870345
  nChanged 29
		SP:Iteration 16Q (98084.360000 sec): 3 clusters
  Score: Raw -272156.335647 + Penalty 2502.154265 = -269654.181382
  nChanged 30
		SP:Iteration 17Q (98084.530000 sec): 3 clusters
  Score: Raw -272174.624191 + Penalty 2502.154265 = -269672.469926
  nChanged 31
		SP:Iteration 18Q (98084.710000 sec): 3 clusters
  Score: Raw -272194.160676 + Penalty 2502.154265 = -269692.006411
  nChanged 34
		SP:Iteration 19Q (98084.910000 sec): 3 clusters
  Score: Raw -272213.934997 + Penalty 2502.154265 = -269711.780732
  nChanged 25
		SP:Iteration 20F (98085.090000 sec): 3 clusters
  Score: Raw -272226.856298 + Penalty 2502.154265 = -269724.702033
  nChanged 19
		SP:Iteration 21Q (98085.320000 sec): 3 clusters
  Score: Raw -272236.690397 + Penalty 2502.154265 = -269734.536132
  nChanged 14
		SP:Iteration 22Q (98085.490000 sec): 3 clusters
  Score: Raw -272244.492401 + Penalty 2502.154265 = -269742.338136
  nChanged 15
		SP:Iteration 23Q (98085.640000 sec): 3 clusters
  Score: Raw -272250.517910 + Penalty 2502.154265 = -269748.363645
  nChanged 5
		SP:Iteration 24Q (98085.830000 sec): 3 clusters
  Score: Raw -272252.451950 + Penalty 2502.154265 = -269750.297685
  nChanged 3
		SP:Iteration 25Q (98086.010000 sec): 3 clusters
  Score: Raw -272253.758581 + Penalty 2502.154265 = -269751.604316
  nChanged 2
		SP:Iteration 26Q (98086.190000 sec): 3 clusters
  Score: Raw -272254.512403 + Penalty 2502.154265 = -269752.358138
  nChanged 1
		SP:Iteration 27Q (98086.330000 sec): 3 clusters
  Score: Raw -272254.715469 + Penalty 2502.154265 = -269752.561204
  nChanged 0
		SP:Iteration 28F (98086.560000 sec): 3 clusters
  Score: Raw -272254.715469 + Penalty 2502.154265 = -269752.561204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (1890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98086.630000 sec): 2 clusters
  Score: Raw -207636.393965 + Penalty 1225.953968 = -206410.439997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98086.810000 sec): 3 clusters
  Score: Raw -206894.367317 + Penalty 2451.907935 = -204442.459381
  nChanged 672
		SP:Iteration 1F (98086.980000 sec): 3 clusters
  Score: Raw -207416.635939 + Penalty 2451.907935 = -204964.728004
  nChanged 174
		SP:Iteration 2F (98087.130000 sec): 3 clusters
  Score: Raw -207616.448804 + Penalty 2451.907935 = -205164.540869
  nChanged 114
		SP:Iteration 3F (98087.300000 sec): 3 clusters
  Score: Raw -207727.970396 + Penalty 2451.907935 = -205276.062461
  nChanged 87
		SP:Iteration 4Q (98087.480000 sec): 3 clusters
  Score: Raw -207808.450462 + Penalty 2451.907935 = -205356.542527
  nChanged 72
		SP:Iteration 5Q (98087.640000 sec): 3 clusters
  Score: Raw -207868.742086 + Penalty 2451.907935 = -205416.834151
  nChanged 52
		SP:Iteration 6Q (98087.840000 sec): 3 clusters
  Score: Raw -207904.035459 + Penalty 2451.907935 = -205452.127524
  nChanged 47
		SP:Iteration 7Q (98088.010000 sec): 3 clusters
  Score: Raw -207939.205092 + Penalty 2451.907935 = -205487.297157
  nChanged 35
		SP:Iteration 8Q (98088.180000 sec): 3 clusters
  Score: Raw -207965.080691 + Penalty 2451.907935 = -205513.172756
  nChanged 32
		SP:Iteration 9Q (98088.380000 sec): 3 clusters
  Score: Raw -207983.813096 + Penalty 2451.907935 = -205531.905161
  nChanged 26
		SP:Iteration 10Q (98088.590000 sec): 3 clusters
  Score: Raw -207997.485195 + Penalty 2451.907935 = -205545.577260
  nChanged 19
		SP:Iteration 11Q (98088.760000 sec): 3 clusters
  Score: Raw -208012.585808 + Penalty 2451.907935 = -205560.677873
  nChanged 20
		SP:Iteration 12Q (98088.910000 sec): 3 clusters
  Score: Raw -208023.750806 + Penalty 2451.907935 = -205571.842871
  nChanged 10
		SP:Iteration 13Q (98089.120000 sec): 3 clusters
  Score: Raw -208027.797050 + Penalty 2451.907935 = -205575.889115
  nChanged 4
		SP:Iteration 14Q (98089.290000 sec): 3 clusters
  Score: Raw -208029.360782 + Penalty 2451.907935 = -205577.452847
  nChanged 5
		SP:Iteration 15Q (98089.470000 sec): 3 clusters
  Score: Raw -208032.617867 + Penalty 2451.907935 = -205580.709932
  nChanged 4
		SP:Iteration 16Q (98089.640000 sec): 3 clusters
  Score: Raw -208034.043875 + Penalty 2451.907935 = -205582.135940
  nChanged 3
		SP:Iteration 17Q (98089.840000 sec): 3 clusters
  Score: Raw -208036.986481 + Penalty 2451.907935 = -205585.078546
  nChanged 6
		SP:Iteration 18Q (98089.990000 sec): 3 clusters
  Score: Raw -208039.859252 + Penalty 2451.907935 = -205587.951316
  nChanged 6
		SP:Iteration 19Q (98090.180000 sec): 3 clusters
  Score: Raw -208045.068537 + Penalty 2451.907935 = -205593.160602
  nChanged 8
		SP:Iteration 20F (98090.360000 sec): 3 clusters
  Score: Raw -208048.656703 + Penalty 2451.907935 = -205596.748768
  nChanged 7
		SP:Iteration 21Q (98090.550000 sec): 3 clusters
  Score: Raw -208051.602533 + Penalty 2451.907935 = -205599.694597
  nChanged 3
		SP:Iteration 22Q (98090.740000 sec): 3 clusters
  Score: Raw -208053.934540 + Penalty 2451.907935 = -205602.026605
  nChanged 5
		SP:Iteration 23Q (98090.940000 sec): 3 clusters
  Score: Raw -208055.631469 + Penalty 2451.907935 = -205603.723534
  nChanged 2
		SP:Iteration 24Q (98091.120000 sec): 3 clusters
  Score: Raw -208056.473166 + Penalty 2451.907935 = -205604.565231
  nChanged 4
		SP:Iteration 25Q (98091.290000 sec): 3 clusters
  Score: Raw -208057.872344 + Penalty 2451.907935 = -205605.964409
  nChanged 5
		SP:Iteration 26Q (98091.460000 sec): 3 clusters
  Score: Raw -208059.810690 + Penalty 2451.907935 = -205607.902755
  nChanged 4
		SP:Iteration 27Q (98091.680000 sec): 3 clusters
  Score: Raw -208063.012175 + Penalty 2451.907935 = -205611.104240
  nChanged 6
		SP:Iteration 28Q (98091.830000 sec): 3 clusters
  Score: Raw -208068.932043 + Penalty 2451.907935 = -205617.024108
  nChanged 8
		SP:Iteration 29Q (98092.010000 sec): 3 clusters
  Score: Raw -208076.691432 + Penalty 2451.907935 = -205624.783497
  nChanged 12
		SP:Iteration 30Q (98092.180000 sec): 3 clusters
  Score: Raw -208084.768054 + Penalty 2451.907935 = -205632.860119
  nChanged 7
		SP:Iteration 31Q (98092.380000 sec): 3 clusters
  Score: Raw -208089.446820 + Penalty 2451.907935 = -205637.538885
  nChanged 13
		SP:Iteration 32Q (98092.580000 sec): 3 clusters
  Score: Raw -208096.089251 + Penalty 2451.907935 = -205644.181316
  nChanged 7
		SP:Iteration 33Q (98092.740000 sec): 3 clusters
  Score: Raw -208099.100540 + Penalty 2451.907935 = -205647.192605
  nChanged 3
		SP:Iteration 34Q (98092.970000 sec): 3 clusters
  Score: Raw -208100.103309 + Penalty 2451.907935 = -205648.195374
  nChanged 2
		SP:Iteration 35Q (98093.130000 sec): 3 clusters
  Score: Raw -208101.332203 + Penalty 2451.907935 = -205649.424268
  nChanged 2
		SP:Iteration 36Q (98093.340000 sec): 3 clusters
  Score: Raw -208101.780631 + Penalty 2451.907935 = -205649.872695
  nChanged 2
		SP:Iteration 37Q (98093.520000 sec): 3 clusters
  Score: Raw -208103.238135 + Penalty 2451.907935 = -205651.330200
  nChanged 1
		SP:Iteration 38Q (98093.670000 sec): 3 clusters
  Score: Raw -208103.537415 + Penalty 2451.907935 = -205651.629480
  nChanged 1
		SP:Iteration 39Q (98093.860000 sec): 3 clusters
  Score: Raw -208104.845509 + Penalty 2451.907935 = -205652.937574
  nChanged 0
		SP:Iteration 40F (98094.010000 sec): 3 clusters
  Score: Raw -208104.845509 + Penalty 2451.907935 = -205652.937574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 26 (13663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98094.160000 sec): 2 clusters
  Score: Raw -1655440.827125 + Penalty 1547.397593 = -1653893.429532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98094.390000 sec): 3 clusters
  Score: Raw -1647582.975734 + Penalty 3094.795187 = -1644488.180547
  nChanged 6001
		SP:Iteration 1F (98094.610000 sec): 3 clusters
  Score: Raw -1651236.665973 + Penalty 3094.795187 = -1648141.870786
  nChanged 1103
		SP:Iteration 2F (98094.880000 sec): 3 clusters
  Score: Raw -1652176.338104 + Penalty 3094.795187 = -1649081.542918
  nChanged 1065
		SP:Iteration 3F (98095.120000 sec): 3 clusters
  Score: Raw -1653018.035700 + Penalty 3094.795187 = -1649923.240513
  nChanged 947
		SP:Iteration 4F (98095.360000 sec): 3 clusters
  Score: Raw -1653644.030477 + Penalty 3094.795187 = -1650549.235290
  nChanged 780
		SP:Iteration 5F (98095.630000 sec): 3 clusters
  Score: Raw -1654088.669360 + Penalty 3094.795187 = -1650993.874173
  nChanged 634
		SP:Iteration 6Q (98095.880000 sec): 3 clusters
  Score: Raw -1654396.071387 + Penalty 3094.795187 = -1651301.276201
  nChanged 489
		SP:Iteration 7Q (98096.120000 sec): 3 clusters
  Score: Raw -1654610.218683 + Penalty 3094.795187 = -1651515.423496
  nChanged 402
		SP:Iteration 8Q (98096.320000 sec): 3 clusters
  Score: Raw -1654790.199088 + Penalty 3094.795187 = -1651695.403902
  nChanged 371
		SP:Iteration 9Q (98096.560000 sec): 3 clusters
  Score: Raw -1654980.964587 + Penalty 3094.795187 = -1651886.169400
  nChanged 326
		SP:Iteration 10Q (98096.840000 sec): 3 clusters
  Score: Raw -1655160.358311 + Penalty 3094.795187 = -1652065.563125
  nChanged 298
		SP:Iteration 11Q (98097.090000 sec): 3 clusters
  Score: Raw -1655327.896098 + Penalty 3094.795187 = -1652233.100911
  nChanged 280
		SP:Iteration 12Q (98097.320000 sec): 3 clusters
  Score: Raw -1655510.260766 + Penalty 3094.795187 = -1652415.465579
  nChanged 273
		SP:Iteration 13Q (98097.540000 sec): 3 clusters
  Score: Raw -1655711.864783 + Penalty 3094.795187 = -1652617.069596
  nChanged 273
		SP:Iteration 14Q (98097.790000 sec): 3 clusters
  Score: Raw -1655911.748238 + Penalty 3094.795187 = -1652816.953052
  nChanged 228
		SP:Iteration 15Q (98098.010000 sec): 3 clusters
  Score: Raw -1656077.937146 + Penalty 3094.795187 = -1652983.141959
  nChanged 197
		SP:Iteration 16Q (98098.220000 sec): 3 clusters
  Score: Raw -1656186.893001 + Penalty 3094.795187 = -1653092.097815
  nChanged 160
		SP:Iteration 17Q (98098.480000 sec): 3 clusters
  Score: Raw -1656245.971824 + Penalty 3094.795187 = -1653151.176637
  nChanged 127
		SP:Iteration 18Q (98098.720000 sec): 3 clusters
  Score: Raw -1656276.493270 + Penalty 3094.795187 = -1653181.698084
  nChanged 77
		SP:Iteration 19Q (98098.940000 sec): 3 clusters
  Score: Raw -1656296.779673 + Penalty 3094.795187 = -1653201.984486
  nChanged 66
		SP:Iteration 20F (98099.180000 sec): 3 clusters
  Score: Raw -1656310.236415 + Penalty 3094.795187 = -1653215.441229
  nChanged 54
		SP:Iteration 21Q (98099.400000 sec): 3 clusters
  Score: Raw -1656318.106115 + Penalty 3094.795187 = -1653223.310929
  nChanged 45
		SP:Iteration 22Q (98099.600000 sec): 3 clusters
  Score: Raw -1656325.579967 + Penalty 3094.795187 = -1653230.784781
  nChanged 40
		SP:Iteration 23Q (98099.800000 sec): 3 clusters
  Score: Raw -1656332.507052 + Penalty 3094.795187 = -1653237.711865
  nChanged 37
		SP:Iteration 24Q (98100.050000 sec): 3 clusters
  Score: Raw -1656339.506112 + Penalty 3094.795187 = -1653244.710925
  nChanged 45
		SP:Iteration 25Q (98100.260000 sec): 3 clusters
  Score: Raw -1656348.963798 + Penalty 3094.795187 = -1653254.168612
  nChanged 47
		SP:Iteration 26Q (98100.500000 sec): 3 clusters
  Score: Raw -1656357.498277 + Penalty 3094.795187 = -1653262.703091
  nChanged 47
		SP:Iteration 27Q (98100.740000 sec): 3 clusters
  Score: Raw -1656365.891818 + Penalty 3094.795187 = -1653271.096631
  nChanged 41
		SP:Iteration 28Q (98101.000000 sec): 3 clusters
  Score: Raw -1656374.675131 + Penalty 3094.795187 = -1653279.879945
  nChanged 44
		SP:Iteration 29Q (98101.250000 sec): 3 clusters
  Score: Raw -1656383.555021 + Penalty 3094.795187 = -1653288.759834
  nChanged 38
		SP:Iteration 30Q (98101.480000 sec): 3 clusters
  Score: Raw -1656390.772433 + Penalty 3094.795187 = -1653295.977246
  nChanged 37
		SP:Iteration 31Q (98101.730000 sec): 3 clusters
  Score: Raw -1656396.787144 + Penalty 3094.795187 = -1653301.991957
  nChanged 28
		SP:Iteration 32Q (98101.960000 sec): 3 clusters
  Score: Raw -1656400.758506 + Penalty 3094.795187 = -1653305.963319
  nChanged 19
		SP:Iteration 33Q (98102.180000 sec): 3 clusters
  Score: Raw -1656402.942532 + Penalty 3094.795187 = -1653308.147345
  nChanged 17
		SP:Iteration 34Q (98102.420000 sec): 3 clusters
  Score: Raw -1656404.884943 + Penalty 3094.795187 = -1653310.089757
  nChanged 12
		SP:Iteration 35Q (98102.640000 sec): 3 clusters
  Score: Raw -1656405.813028 + Penalty 3094.795187 = -1653311.017842
  nChanged 10
		SP:Iteration 36Q (98102.890000 sec): 3 clusters
  Score: Raw -1656406.638268 + Penalty 3094.795187 = -1653311.843082
  nChanged 4
		SP:Iteration 37Q (98103.100000 sec): 3 clusters
  Score: Raw -1656407.081498 + Penalty 3094.795187 = -1653312.286312
  nChanged 7
		SP:Iteration 38Q (98103.390000 sec): 3 clusters
  Score: Raw -1656407.706139 + Penalty 3094.795187 = -1653312.910953
  nChanged 6
		SP:Iteration 39Q (98103.610000 sec): 3 clusters
  Score: Raw -1656408.716966 + Penalty 3094.795187 = -1653313.921780
  nChanged 13
		SP:Iteration 40F (98103.830000 sec): 3 clusters
  Score: Raw -1656410.416322 + Penalty 3094.795187 = -1653315.621135
  nChanged 8
		SP:Iteration 41Q (98104.060000 sec): 3 clusters
  Score: Raw -1656411.906442 + Penalty 3094.795187 = -1653317.111256
  nChanged 12
		SP:Iteration 42Q (98104.290000 sec): 3 clusters
  Score: Raw -1656413.301464 + Penalty 3094.795187 = -1653318.506277
  nChanged 9
		SP:Iteration 43Q (98104.500000 sec): 3 clusters
  Score: Raw -1656413.913652 + Penalty 3094.795187 = -1653319.118465
  nChanged 4
		SP:Iteration 44Q (98104.730000 sec): 3 clusters
  Score: Raw -1656414.308567 + Penalty 3094.795187 = -1653319.513381
  nChanged 3
		SP:Iteration 45Q (98104.950000 sec): 3 clusters
  Score: Raw -1656414.608815 + Penalty 3094.795187 = -1653319.813628
  nChanged 3
		SP:Iteration 46Q (98105.180000 sec): 3 clusters
  Score: Raw -1656414.893268 + Penalty 3094.795187 = -1653320.098082
  nChanged 2
		SP:Iteration 47Q (98105.440000 sec): 3 clusters
  Score: Raw -1656415.076618 + Penalty 3094.795187 = -1653320.281431
  nChanged 2
		SP:Iteration 48Q (98105.680000 sec): 3 clusters
  Score: Raw -1656415.375538 + Penalty 3094.795187 = -1653320.580352
  nChanged 3
		SP:Iteration 49Q (98105.910000 sec): 3 clusters
  Score: Raw -1656415.522217 + Penalty 3094.795187 = -1653320.727031
  nChanged 2
		SP:Iteration 50Q (98106.110000 sec): 3 clusters
  Score: Raw -1656415.646858 + Penalty 3094.795187 = -1653320.851671
  nChanged 1
		SP:Iteration 51Q (98106.330000 sec): 3 clusters
  Score: Raw -1656415.663429 + Penalty 3094.795187 = -1653320.868242
  nChanged 0
		SP:Iteration 52F (98106.570000 sec): 3 clusters
  Score: Raw -1656415.663429 + Penalty 3094.795187 = -1653320.868242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98106.660000 sec): 2 clusters
  Score: Raw -372282.035766 + Penalty 1311.217266 = -370970.818500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98106.800000 sec): 3 clusters
  Score: Raw -370698.423767 + Penalty 2622.434532 = -368075.989235
  nChanged 1250
		SP:Iteration 1F (98106.980000 sec): 3 clusters
  Score: Raw -371557.599850 + Penalty 2622.434532 = -368935.165318
  nChanged 298
		SP:Iteration 2F (98107.180000 sec): 3 clusters
  Score: Raw -371804.799087 + Penalty 2622.434532 = -369182.364555
  nChanged 240
		SP:Iteration 3F (98107.350000 sec): 3 clusters
  Score: Raw -372008.477051 + Penalty 2622.434532 = -369386.042519
  nChanged 198
		SP:Iteration 4F (98107.540000 sec): 3 clusters
  Score: Raw -372183.487611 + Penalty 2622.434532 = -369561.053079
  nChanged 152
		SP:Iteration 5Q (98107.730000 sec): 3 clusters
  Score: Raw -372334.772632 + Penalty 2622.434532 = -369712.338100
  nChanged 132
		SP:Iteration 6Q (98107.880000 sec): 3 clusters
  Score: Raw -372473.351444 + Penalty 2622.434532 = -369850.916912
  nChanged 116
		SP:Iteration 7Q (98108.060000 sec): 3 clusters
  Score: Raw -372590.243738 + Penalty 2622.434532 = -369967.809206
  nChanged 100
		SP:Iteration 8Q (98108.290000 sec): 3 clusters
  Score: Raw -372701.815241 + Penalty 2622.434532 = -370079.380709
  nChanged 85
		SP:Iteration 9Q (98108.450000 sec): 3 clusters
  Score: Raw -372788.792206 + Penalty 2622.434532 = -370166.357674
  nChanged 82
		SP:Iteration 10Q (98108.610000 sec): 3 clusters
  Score: Raw -372868.387762 + Penalty 2622.434532 = -370245.953231
  nChanged 67
		SP:Iteration 11Q (98108.770000 sec): 3 clusters
  Score: Raw -372924.977775 + Penalty 2622.434532 = -370302.543243
  nChanged 63
		SP:Iteration 12Q (98108.950000 sec): 3 clusters
  Score: Raw -372988.332639 + Penalty 2622.434532 = -370365.898107
  nChanged 68
		SP:Iteration 13Q (98109.130000 sec): 3 clusters
  Score: Raw -373055.899987 + Penalty 2622.434532 = -370433.465455
  nChanged 59
		SP:Iteration 14Q (98109.300000 sec): 3 clusters
  Score: Raw -373108.302386 + Penalty 2622.434532 = -370485.867854
  nChanged 63
		SP:Iteration 15Q (98109.490000 sec): 3 clusters
  Score: Raw -373163.665461 + Penalty 2622.434532 = -370541.230929
  nChanged 68
		SP:Iteration 16Q (98109.700000 sec): 3 clusters
  Score: Raw -373223.392096 + Penalty 2622.434532 = -370600.957565
  nChanged 65
		SP:Iteration 17Q (98109.870000 sec): 3 clusters
  Score: Raw -373274.038760 + Penalty 2622.434532 = -370651.604229
  nChanged 49
		SP:Iteration 18Q (98110.060000 sec): 3 clusters
  Score: Raw -373310.820341 + Penalty 2622.434532 = -370688.385809
  nChanged 36
		SP:Iteration 19Q (98110.230000 sec): 3 clusters
  Score: Raw -373331.645564 + Penalty 2622.434532 = -370709.211032
  nChanged 22
		SP:Iteration 20F (98110.380000 sec): 3 clusters
  Score: Raw -373342.066747 + Penalty 2622.434532 = -370719.632215
  nChanged 19
		SP:Iteration 21Q (98110.560000 sec): 3 clusters
  Score: Raw -373351.817090 + Penalty 2622.434532 = -370729.382558
  nChanged 15
		SP:Iteration 22Q (98110.750000 sec): 3 clusters
  Score: Raw -373358.193787 + Penalty 2622.434532 = -370735.759255
  nChanged 13
		SP:Iteration 23Q (98110.920000 sec): 3 clusters
  Score: Raw -373363.434796 + Penalty 2622.434532 = -370741.000264
  nChanged 3
		SP:Iteration 24Q (98111.130000 sec): 3 clusters
  Score: Raw -373364.465264 + Penalty 2622.434532 = -370742.030733
  nChanged 7
		SP:Iteration 25Q (98111.300000 sec): 3 clusters
  Score: Raw -373366.698520 + Penalty 2622.434532 = -370744.263988
  nChanged 7
		SP:Iteration 26Q (98111.470000 sec): 3 clusters
  Score: Raw -373371.048352 + Penalty 2622.434532 = -370748.613821
  nChanged 8
		SP:Iteration 27Q (98111.630000 sec): 3 clusters
  Score: Raw -373373.444602 + Penalty 2622.434532 = -370751.010070
  nChanged 2
		SP:Iteration 28Q (98111.860000 sec): 3 clusters
  Score: Raw -373374.109827 + Penalty 2622.434532 = -370751.675295
  nChanged 1
		SP:Iteration 29Q (98112.030000 sec): 3 clusters
  Score: Raw -373374.408733 + Penalty 2622.434532 = -370751.974201
  nChanged 1
		SP:Iteration 30Q (98112.220000 sec): 3 clusters
  Score: Raw -373374.701358 + Penalty 2622.434532 = -370752.266827
  nChanged 0
		SP:Iteration 31F (98112.410000 sec): 3 clusters
  Score: Raw -373374.701358 + Penalty 2622.434532 = -370752.266827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (2001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98112.500000 sec): 2 clusters
  Score: Raw -230163.322562 + Penalty 1235.227879 = -228928.094683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98112.700000 sec): 3 clusters
  Score: Raw -229326.706849 + Penalty 2470.455759 = -226856.251091
  nChanged 700
		SP:Iteration 1F (98112.860000 sec): 3 clusters
  Score: Raw -229817.176602 + Penalty 2470.455759 = -227346.720844
  nChanged 181
		SP:Iteration 2F (98113.040000 sec): 3 clusters
  Score: Raw -229974.870168 + Penalty 2470.455759 = -227504.414409
  nChanged 136
		SP:Iteration 3F (98113.240000 sec): 3 clusters
  Score: Raw -230129.830960 + Penalty 2470.455759 = -227659.375202
  nChanged 103
		SP:Iteration 4F (98113.410000 sec): 3 clusters
  Score: Raw -230243.412787 + Penalty 2470.455759 = -227772.957028
  nChanged 83
		SP:Iteration 5Q (98113.520000 sec): 3 clusters
  Score: Raw -230325.914329 + Penalty 2470.455759 = -227855.458570
  nChanged 65
		SP:Iteration 6Q (98113.700000 sec): 3 clusters
  Score: Raw -230382.886462 + Penalty 2470.455759 = -227912.430703
  nChanged 63
		SP:Iteration 7Q (98113.900000 sec): 3 clusters
  Score: Raw -230454.079257 + Penalty 2470.455759 = -227983.623498
  nChanged 66
		SP:Iteration 8Q (98114.050000 sec): 3 clusters
  Score: Raw -230534.297118 + Penalty 2470.455759 = -228063.841359
  nChanged 59
		SP:Iteration 9Q (98114.240000 sec): 3 clusters
  Score: Raw -230593.926113 + Penalty 2470.455759 = -228123.470354
  nChanged 52
		SP:Iteration 10Q (98114.420000 sec): 3 clusters
  Score: Raw -230670.915866 + Penalty 2470.455759 = -228200.460107
  nChanged 56
		SP:Iteration 11Q (98114.650000 sec): 3 clusters
  Score: Raw -230760.442816 + Penalty 2470.455759 = -228289.987058
  nChanged 50
		SP:Iteration 12Q (98114.790000 sec): 3 clusters
  Score: Raw -230860.261786 + Penalty 2470.455759 = -228389.806028
  nChanged 52
		SP:Iteration 13Q (98114.970000 sec): 3 clusters
  Score: Raw -230921.762453 + Penalty 2470.455759 = -228451.306695
  nChanged 32
		SP:Iteration 14Q (98115.150000 sec): 3 clusters
  Score: Raw -230959.900563 + Penalty 2470.455759 = -228489.444805
  nChanged 25
		SP:Iteration 15Q (98115.290000 sec): 3 clusters
  Score: Raw -230982.229539 + Penalty 2470.455759 = -228511.773780
  nChanged 21
		SP:Iteration 16Q (98115.470000 sec): 3 clusters
  Score: Raw -230997.353010 + Penalty 2470.455759 = -228526.897251
  nChanged 20
		SP:Iteration 17Q (98115.630000 sec): 3 clusters
  Score: Raw -231016.939180 + Penalty 2470.455759 = -228546.483422
  nChanged 17
		SP:Iteration 18Q (98115.820000 sec): 3 clusters
  Score: Raw -231027.284864 + Penalty 2470.455759 = -228556.829105
  nChanged 13
		SP:Iteration 19Q (98116.000000 sec): 3 clusters
  Score: Raw -231036.189025 + Penalty 2470.455759 = -228565.733266
  nChanged 10
		SP:Iteration 20F (98116.210000 sec): 3 clusters
  Score: Raw -231041.021394 + Penalty 2470.455759 = -228570.565636
  nChanged 8
		SP:Iteration 21Q (98116.370000 sec): 3 clusters
  Score: Raw -231043.473054 + Penalty 2470.455759 = -228573.017295
  nChanged 4
		SP:Iteration 22Q (98116.530000 sec): 3 clusters
  Score: Raw -231045.103550 + Penalty 2470.455759 = -228574.647791
  nChanged 2
		SP:Iteration 23Q (98116.670000 sec): 3 clusters
  Score: Raw -231045.919124 + Penalty 2470.455759 = -228575.463365
  nChanged 2
		SP:Iteration 24Q (98116.860000 sec): 3 clusters
  Score: Raw -231047.297603 + Penalty 2470.455759 = -228576.841844
  nChanged 2
		SP:Iteration 25Q (98117.050000 sec): 3 clusters
  Score: Raw -231048.084667 + Penalty 2470.455759 = -228577.628908
  nChanged 0
		SP:Iteration 26F (98117.230000 sec): 3 clusters
  Score: Raw -231048.084667 + Penalty 2470.455759 = -228577.628908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (49967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98117.650000 sec): 2 clusters
  Score: Raw -5808896.116293 + Penalty 1758.106686 = -5807138.009607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98118.080000 sec): 3 clusters
  Score: Raw -5777259.933436 + Penalty 3516.213372 = -5773743.720065
  nChanged 23398
		SP:Iteration 1F (98118.520000 sec): 3 clusters
  Score: Raw -5791253.419247 + Penalty 3516.213372 = -5787737.205875
  nChanged 2661
		SP:Iteration 2F (98118.970000 sec): 3 clusters
  Score: Raw -5792420.627184 + Penalty 3516.213372 = -5788904.413812
  nChanged 2889
		SP:Iteration 3F (98119.390000 sec): 3 clusters
  Score: Raw -5793961.872059 + Penalty 3516.213372 = -5790445.658688
  nChanged 3296
		SP:Iteration 4F (98119.870000 sec): 3 clusters
  Score: Raw -5796173.897062 + Penalty 3516.213372 = -5792657.683691
  nChanged 3663
		SP:Iteration 5F (98120.330000 sec): 3 clusters
  Score: Raw -5799109.161640 + Penalty 3516.213372 = -5795592.948268
  nChanged 3777
		SP:Iteration 6F (98120.770000 sec): 3 clusters
  Score: Raw -5802468.596810 + Penalty 3516.213372 = -5798952.383439
  nChanged 3184
		SP:Iteration 7F (98121.200000 sec): 3 clusters
  Score: Raw -5805345.135462 + Penalty 3516.213372 = -5801828.922090
  nChanged 2199
		SP:Iteration 8Q (98121.610000 sec): 3 clusters
  Score: Raw -5807202.405908 + Penalty 3516.213372 = -5803686.192537
  nChanged 1385
		SP:Iteration 9Q (98122.000000 sec): 3 clusters
  Score: Raw -5808304.576882 + Penalty 3516.213372 = -5804788.363510
  nChanged 850
		SP:Iteration 10Q (98122.380000 sec): 3 clusters
  Score: Raw -5808915.468807 + Penalty 3516.213372 = -5805399.255436
  nChanged 554
		SP:Iteration 11Q (98122.770000 sec): 3 clusters
  Score: Raw -5809332.982110 + Penalty 3516.213372 = -5805816.768739
  nChanged 378
		SP:Iteration 12Q (98123.160000 sec): 3 clusters
  Score: Raw -5809622.300088 + Penalty 3516.213372 = -5806106.086716
  nChanged 253
		SP:Iteration 13Q (98123.530000 sec): 3 clusters
  Score: Raw -5809776.749562 + Penalty 3516.213372 = -5806260.536190
  nChanged 160
		SP:Iteration 14Q (98123.880000 sec): 3 clusters
  Score: Raw -5809854.665784 + Penalty 3516.213372 = -5806338.452413
  nChanged 100
		SP:Iteration 15Q (98124.270000 sec): 3 clusters
  Score: Raw -5809889.785228 + Penalty 3516.213372 = -5806373.571856
  nChanged 61
		SP:Iteration 16Q (98124.660000 sec): 3 clusters
  Score: Raw -5809911.400104 + Penalty 3516.213372 = -5806395.186733
  nChanged 53
		SP:Iteration 17Q (98125.060000 sec): 3 clusters
  Score: Raw -5809930.610818 + Penalty 3516.213372 = -5806414.397447
  nChanged 37
		SP:Iteration 18Q (98125.470000 sec): 3 clusters
  Score: Raw -5809944.363166 + Penalty 3516.213372 = -5806428.149794
  nChanged 34
		SP:Iteration 19Q (98125.870000 sec): 3 clusters
  Score: Raw -5809956.433142 + Penalty 3516.213372 = -5806440.219771
  nChanged 32
		SP:Iteration 20F (98126.270000 sec): 3 clusters
  Score: Raw -5809968.911546 + Penalty 3516.213372 = -5806452.698174
  nChanged 31
		SP:Iteration 21Q (98126.660000 sec): 3 clusters
  Score: Raw -5809977.063786 + Penalty 3516.213372 = -5806460.850414
  nChanged 20
		SP:Iteration 22Q (98127.040000 sec): 3 clusters
  Score: Raw -5809983.393363 + Penalty 3516.213372 = -5806467.179992
  nChanged 16
		SP:Iteration 23Q (98127.430000 sec): 3 clusters
  Score: Raw -5809988.319946 + Penalty 3516.213372 = -5806472.106575
  nChanged 10
		SP:Iteration 24Q (98127.800000 sec): 3 clusters
  Score: Raw -5809992.659707 + Penalty 3516.213372 = -5806476.446335
  nChanged 21
		SP:Iteration 25Q (98128.180000 sec): 3 clusters
  Score: Raw -5810003.312635 + Penalty 3516.213372 = -5806487.099263
  nChanged 26
		SP:Iteration 26Q (98128.530000 sec): 3 clusters
  Score: Raw -5810015.972036 + Penalty 3516.213372 = -5806499.758664
  nChanged 28
		SP:Iteration 27Q (98128.920000 sec): 3 clusters
  Score: Raw -5810033.672603 + Penalty 3516.213372 = -5806517.459231
  nChanged 34
		SP:Iteration 28Q (98129.320000 sec): 3 clusters
  Score: Raw -5810054.743105 + Penalty 3516.213372 = -5806538.529733
  nChanged 49
		SP:Iteration 29Q (98129.710000 sec): 3 clusters
  Score: Raw -5810079.003099 + Penalty 3516.213372 = -5806562.789728
  nChanged 46
		SP:Iteration 30Q (98130.080000 sec): 3 clusters
  Score: Raw -5810096.147181 + Penalty 3516.213372 = -5806579.933809
  nChanged 43
		SP:Iteration 31Q (98130.470000 sec): 3 clusters
  Score: Raw -5810116.443917 + Penalty 3516.213372 = -5806600.230545
  nChanged 37
		SP:Iteration 32Q (98130.870000 sec): 3 clusters
  Score: Raw -5810129.971710 + Penalty 3516.213372 = -5806613.758338
  nChanged 31
		SP:Iteration 33Q (98131.270000 sec): 3 clusters
  Score: Raw -5810139.932402 + Penalty 3516.213372 = -5806623.719031
  nChanged 33
		SP:Iteration 34Q (98131.680000 sec): 3 clusters
  Score: Raw -5810147.471176 + Penalty 3516.213372 = -5806631.257804
  nChanged 20
		SP:Iteration 35Q (98132.110000 sec): 3 clusters
  Score: Raw -5810153.291808 + Penalty 3516.213372 = -5806637.078437
  nChanged 20
		SP:Iteration 36Q (98132.520000 sec): 3 clusters
  Score: Raw -5810160.011636 + Penalty 3516.213372 = -5806643.798264
  nChanged 14
		SP:Iteration 37Q (98132.930000 sec): 3 clusters
  Score: Raw -5810163.304296 + Penalty 3516.213372 = -5806647.090924
  nChanged 13
		SP:Iteration 38Q (98133.350000 sec): 3 clusters
  Score: Raw -5810165.746014 + Penalty 3516.213372 = -5806649.532643
  nChanged 6
		SP:Iteration 39Q (98133.720000 sec): 3 clusters
  Score: Raw -5810167.311318 + Penalty 3516.213372 = -5806651.097947
  nChanged 6
		SP:Iteration 40F (98134.180000 sec): 3 clusters
  Score: Raw -5810168.823051 + Penalty 3516.213372 = -5806652.609679
  nChanged 2
		SP:Iteration 41Q (98134.630000 sec): 3 clusters
  Score: Raw -5810169.127480 + Penalty 3516.213372 = -5806652.914108
  nChanged 2
		SP:Iteration 42Q (98135.010000 sec): 3 clusters
  Score: Raw -5810169.953161 + Penalty 3516.213372 = -5806653.739789
  nChanged 1
		SP:Iteration 43Q (98135.440000 sec): 3 clusters
  Score: Raw -5810170.118600 + Penalty 3516.213372 = -5806653.905229
  nChanged 1
		SP:Iteration 44Q (98135.850000 sec): 3 clusters
  Score: Raw -5810170.195531 + Penalty 3516.213372 = -5806653.982160
  nChanged 1
		SP:Iteration 45Q (98136.250000 sec): 3 clusters
  Score: Raw -5810170.416269 + Penalty 3516.213372 = -5806654.202897
  nChanged 0
		SP:Iteration 46F (98136.690000 sec): 3 clusters
  Score: Raw -5810170.416269 + Penalty 3516.213372 = -5806654.202897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (2397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98136.830000 sec): 2 clusters
  Score: Raw -280632.569167 + Penalty 1264.570651 = -279367.998516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98136.990000 sec): 3 clusters
  Score: Raw -279536.621523 + Penalty 2529.141301 = -277007.480221
  nChanged 827
		SP:Iteration 1F (98137.150000 sec): 3 clusters
  Score: Raw -280076.038991 + Penalty 2529.141301 = -277546.897690
  nChanged 183
		SP:Iteration 2F (98137.310000 sec): 3 clusters
  Score: Raw -280231.275341 + Penalty 2529.141301 = -277702.134039
  nChanged 133
		SP:Iteration 3F (98137.480000 sec): 3 clusters
  Score: Raw -280333.745495 + Penalty 2529.141301 = -277804.604194
  nChanged 88
		SP:Iteration 4Q (98137.630000 sec): 3 clusters
  Score: Raw -280389.827205 + Penalty 2529.141301 = -277860.685904
  nChanged 71
		SP:Iteration 5Q (98137.800000 sec): 3 clusters
  Score: Raw -280442.806673 + Penalty 2529.141301 = -277913.665372
  nChanged 83
		SP:Iteration 6Q (98138.000000 sec): 3 clusters
  Score: Raw -280503.155158 + Penalty 2529.141301 = -277974.013857
  nChanged 79
		SP:Iteration 7Q (98138.170000 sec): 3 clusters
  Score: Raw -280562.096119 + Penalty 2529.141301 = -278032.954818
  nChanged 60
		SP:Iteration 8Q (98138.380000 sec): 3 clusters
  Score: Raw -280612.283796 + Penalty 2529.141301 = -278083.142495
  nChanged 57
		SP:Iteration 9Q (98138.560000 sec): 3 clusters
  Score: Raw -280660.979891 + Penalty 2529.141301 = -278131.838590
  nChanged 60
		SP:Iteration 10Q (98138.750000 sec): 3 clusters
  Score: Raw -280706.333609 + Penalty 2529.141301 = -278177.192308
  nChanged 45
		SP:Iteration 11Q (98138.890000 sec): 3 clusters
  Score: Raw -280744.427031 + Penalty 2529.141301 = -278215.285730
  nChanged 42
		SP:Iteration 12Q (98139.120000 sec): 3 clusters
  Score: Raw -280778.379742 + Penalty 2529.141301 = -278249.238440
  nChanged 30
		SP:Iteration 13Q (98139.270000 sec): 3 clusters
  Score: Raw -280802.919047 + Penalty 2529.141301 = -278273.777745
  nChanged 34
		SP:Iteration 14Q (98139.460000 sec): 3 clusters
  Score: Raw -280825.855404 + Penalty 2529.141301 = -278296.714102
  nChanged 31
		SP:Iteration 15Q (98139.650000 sec): 3 clusters
  Score: Raw -280854.518799 + Penalty 2529.141301 = -278325.377497
  nChanged 28
		SP:Iteration 16Q (98139.840000 sec): 3 clusters
  Score: Raw -280872.938112 + Penalty 2529.141301 = -278343.796811
  nChanged 19
		SP:Iteration 17Q (98140.020000 sec): 3 clusters
  Score: Raw -280882.934416 + Penalty 2529.141301 = -278353.793115
  nChanged 14
		SP:Iteration 18Q (98140.200000 sec): 3 clusters
  Score: Raw -280891.626918 + Penalty 2529.141301 = -278362.485617
  nChanged 16
		SP:Iteration 19Q (98140.370000 sec): 3 clusters
  Score: Raw -280902.042123 + Penalty 2529.141301 = -278372.900822
  nChanged 12
		SP:Iteration 20F (98140.530000 sec): 3 clusters
  Score: Raw -280907.943958 + Penalty 2529.141301 = -278378.802657
  nChanged 8
		SP:Iteration 21Q (98140.700000 sec): 3 clusters
  Score: Raw -280911.252803 + Penalty 2529.141301 = -278382.111501
  nChanged 3
		SP:Iteration 22Q (98140.870000 sec): 3 clusters
  Score: Raw -280912.914472 + Penalty 2529.141301 = -278383.773170
  nChanged 4
		SP:Iteration 23Q (98141.080000 sec): 3 clusters
  Score: Raw -280915.384274 + Penalty 2529.141301 = -278386.242973
  nChanged 4
		SP:Iteration 24Q (98141.240000 sec): 3 clusters
  Score: Raw -280917.522424 + Penalty 2529.141301 = -278388.381123
  nChanged 6
		SP:Iteration 25Q (98141.370000 sec): 3 clusters
  Score: Raw -280919.851148 + Penalty 2529.141301 = -278390.709847
  nChanged 5
		SP:Iteration 26Q (98141.560000 sec): 3 clusters
  Score: Raw -280921.712195 + Penalty 2529.141301 = -278392.570893
  nChanged 6
		SP:Iteration 27Q (98141.700000 sec): 3 clusters
  Score: Raw -280924.363822 + Penalty 2529.141301 = -278395.222521
  nChanged 3
		SP:Iteration 28Q (98141.880000 sec): 3 clusters
  Score: Raw -280926.489793 + Penalty 2529.141301 = -278397.348492
  nChanged 4
		SP:Iteration 29Q (98142.040000 sec): 3 clusters
  Score: Raw -280929.591464 + Penalty 2529.141301 = -278400.450163
  nChanged 6
		SP:Iteration 30Q (98142.220000 sec): 3 clusters
  Score: Raw -280932.446110 + Penalty 2529.141301 = -278403.304809
  nChanged 5
		SP:Iteration 31Q (98142.440000 sec): 3 clusters
  Score: Raw -280935.730269 + Penalty 2529.141301 = -278406.588968
  nChanged 5
		SP:Iteration 32Q (98142.580000 sec): 3 clusters
  Score: Raw -280938.562664 + Penalty 2529.141301 = -278409.421363
  nChanged 4
		SP:Iteration 33Q (98142.750000 sec): 3 clusters
  Score: Raw -280940.559144 + Penalty 2529.141301 = -278411.417843
  nChanged 5
		SP:Iteration 34Q (98142.920000 sec): 3 clusters
  Score: Raw -280943.153993 + Penalty 2529.141301 = -278414.012692
  nChanged 4
		SP:Iteration 35Q (98143.100000 sec): 3 clusters
  Score: Raw -280944.645230 + Penalty 2529.141301 = -278415.503929
  nChanged 3
		SP:Iteration 36Q (98143.320000 sec): 3 clusters
  Score: Raw -280946.210139 + Penalty 2529.141301 = -278417.068838
  nChanged 5
		SP:Iteration 37Q (98143.500000 sec): 3 clusters
  Score: Raw -280948.310747 + Penalty 2529.141301 = -278419.169445
  nChanged 4
		SP:Iteration 38Q (98143.660000 sec): 3 clusters
  Score: Raw -280950.052967 + Penalty 2529.141301 = -278420.911666
  nChanged 2
		SP:Iteration 39Q (98143.820000 sec): 3 clusters
  Score: Raw -280950.692958 + Penalty 2529.141301 = -278421.551657
  nChanged 2
		SP:Iteration 40F (98143.970000 sec): 3 clusters
  Score: Raw -280952.300230 + Penalty 2529.141301 = -278423.158929
  nChanged 6
		SP:Iteration 41Q (98144.150000 sec): 3 clusters
  Score: Raw -280956.504813 + Penalty 2529.141301 = -278427.363511
  nChanged 7
		SP:Iteration 42Q (98144.310000 sec): 3 clusters
  Score: Raw -280959.576248 + Penalty 2529.141301 = -278430.434946
  nChanged 6
		SP:Iteration 43Q (98144.490000 sec): 3 clusters
  Score: Raw -280962.919160 + Penalty 2529.141301 = -278433.777858
  nChanged 5
		SP:Iteration 44Q (98144.620000 sec): 3 clusters
  Score: Raw -280965.621213 + Penalty 2529.141301 = -278436.479912
  nChanged 4
		SP:Iteration 45Q (98144.830000 sec): 3 clusters
  Score: Raw -280967.377093 + Penalty 2529.141301 = -278438.235792
  nChanged 4
		SP:Iteration 46Q (98144.980000 sec): 3 clusters
  Score: Raw -280970.535973 + Penalty 2529.141301 = -278441.394672
  nChanged 5
		SP:Iteration 47Q (98145.160000 sec): 3 clusters
  Score: Raw -280973.513397 + Penalty 2529.141301 = -278444.372096
  nChanged 3
		SP:Iteration 48Q (98145.370000 sec): 3 clusters
  Score: Raw -280975.613366 + Penalty 2529.141301 = -278446.472064
  nChanged 2
		SP:Iteration 49Q (98145.540000 sec): 3 clusters
  Score: Raw -280976.391538 + Penalty 2529.141301 = -278447.250237
  nChanged 1
		SP:Iteration 50Q (98145.730000 sec): 3 clusters
  Score: Raw -280976.852248 + Penalty 2529.141301 = -278447.710947
  nChanged 1
		SP:Iteration 51Q (98145.880000 sec): 3 clusters
  Score: Raw -280977.094550 + Penalty 2529.141301 = -278447.953249
  nChanged 0
		SP:Iteration 52F (98146.070000 sec): 3 clusters
  Score: Raw -280977.094550 + Penalty 2529.141301 = -278447.953249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 31 (12041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98146.210000 sec): 2 clusters
  Score: Raw -1385084.139421 + Penalty 1526.861825 = -1383557.277595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98146.450000 sec): 3 clusters
  Score: Raw -1378138.838605 + Penalty 3053.723651 = -1375085.114954
  nChanged 5199
		SP:Iteration 1F (98146.680000 sec): 3 clusters
  Score: Raw -1381078.909893 + Penalty 3053.723651 = -1378025.186242
  nChanged 773
		SP:Iteration 2F (98146.870000 sec): 3 clusters
  Score: Raw -1381466.358173 + Penalty 3053.723651 = -1378412.634522
  nChanged 671
		SP:Iteration 3F (98147.090000 sec): 3 clusters
  Score: Raw -1381818.445221 + Penalty 3053.723651 = -1378764.721570
  nChanged 642
		SP:Iteration 4F (98147.330000 sec): 3 clusters
  Score: Raw -1382159.377234 + Penalty 3053.723651 = -1379105.653583
  nChanged 612
		SP:Iteration 5F (98147.570000 sec): 3 clusters
  Score: Raw -1382550.152900 + Penalty 3053.723651 = -1379496.429249
  nChanged 629
		SP:Iteration 6F (98147.840000 sec): 3 clusters
  Score: Raw -1382981.475883 + Penalty 3053.723651 = -1379927.752232
  nChanged 578
		SP:Iteration 7Q (98148.050000 sec): 3 clusters
  Score: Raw -1383438.308161 + Penalty 3053.723651 = -1380384.584510
  nChanged 548
		SP:Iteration 8Q (98148.260000 sec): 3 clusters
  Score: Raw -1383865.003071 + Penalty 3053.723651 = -1380811.279421
  nChanged 486
		SP:Iteration 9Q (98148.500000 sec): 3 clusters
  Score: Raw -1384220.886682 + Penalty 3053.723651 = -1381167.163031
  nChanged 376
		SP:Iteration 10Q (98148.730000 sec): 3 clusters
  Score: Raw -1384441.014001 + Penalty 3053.723651 = -1381387.290350
  nChanged 289
		SP:Iteration 11Q (98148.930000 sec): 3 clusters
  Score: Raw -1384593.311734 + Penalty 3053.723651 = -1381539.588084
  nChanged 224
		SP:Iteration 12Q (98149.170000 sec): 3 clusters
  Score: Raw -1384694.006344 + Penalty 3053.723651 = -1381640.282693
  nChanged 195
		SP:Iteration 13Q (98149.390000 sec): 3 clusters
  Score: Raw -1384775.815547 + Penalty 3053.723651 = -1381722.091896
  nChanged 178
		SP:Iteration 14Q (98149.660000 sec): 3 clusters
  Score: Raw -1384866.855749 + Penalty 3053.723651 = -1381813.132098
  nChanged 159
		SP:Iteration 15Q (98149.880000 sec): 3 clusters
  Score: Raw -1384944.904266 + Penalty 3053.723651 = -1381891.180615
  nChanged 137
		SP:Iteration 16Q (98150.080000 sec): 3 clusters
  Score: Raw -1385009.663667 + Penalty 3053.723651 = -1381955.940016
  nChanged 123
		SP:Iteration 17Q (98150.320000 sec): 3 clusters
  Score: Raw -1385063.926958 + Penalty 3053.723651 = -1382010.203307
  nChanged 99
		SP:Iteration 18Q (98150.580000 sec): 3 clusters
  Score: Raw -1385102.052170 + Penalty 3053.723651 = -1382048.328520
  nChanged 99
		SP:Iteration 19Q (98150.760000 sec): 3 clusters
  Score: Raw -1385148.127792 + Penalty 3053.723651 = -1382094.404141
  nChanged 88
		SP:Iteration 20F (98151.000000 sec): 3 clusters
  Score: Raw -1385184.603112 + Penalty 3053.723651 = -1382130.879462
  nChanged 91
		SP:Iteration 21Q (98151.220000 sec): 3 clusters
  Score: Raw -1385225.357642 + Penalty 3053.723651 = -1382171.633991
  nChanged 78
		SP:Iteration 22Q (98151.450000 sec): 3 clusters
  Score: Raw -1385261.458036 + Penalty 3053.723651 = -1382207.734385
  nChanged 73
		SP:Iteration 23Q (98151.670000 sec): 3 clusters
  Score: Raw -1385291.262047 + Penalty 3053.723651 = -1382237.538396
  nChanged 68
		SP:Iteration 24Q (98151.890000 sec): 3 clusters
  Score: Raw -1385327.720927 + Penalty 3053.723651 = -1382273.997276
  nChanged 67
		SP:Iteration 25Q (98152.160000 sec): 3 clusters
  Score: Raw -1385359.040511 + Penalty 3053.723651 = -1382305.316860
  nChanged 62
		SP:Iteration 26Q (98152.420000 sec): 3 clusters
  Score: Raw -1385389.126491 + Penalty 3053.723651 = -1382335.402840
  nChanged 58
		SP:Iteration 27Q (98152.630000 sec): 3 clusters
  Score: Raw -1385417.635502 + Penalty 3053.723651 = -1382363.911851
  nChanged 49
		SP:Iteration 28Q (98152.870000 sec): 3 clusters
  Score: Raw -1385435.450732 + Penalty 3053.723651 = -1382381.727081
  nChanged 43
		SP:Iteration 29Q (98153.090000 sec): 3 clusters
  Score: Raw -1385453.194435 + Penalty 3053.723651 = -1382399.470784
  nChanged 34
		SP:Iteration 30Q (98153.350000 sec): 3 clusters
  Score: Raw -1385464.990395 + Penalty 3053.723651 = -1382411.266744
  nChanged 30
		SP:Iteration 31Q (98153.570000 sec): 3 clusters
  Score: Raw -1385475.857596 + Penalty 3053.723651 = -1382422.133945
  nChanged 21
		SP:Iteration 32Q (98153.810000 sec): 3 clusters
  Score: Raw -1385482.364402 + Penalty 3053.723651 = -1382428.640751
  nChanged 21
		SP:Iteration 33Q (98154.040000 sec): 3 clusters
  Score: Raw -1385488.774851 + Penalty 3053.723651 = -1382435.051200
  nChanged 14
		SP:Iteration 34Q (98154.220000 sec): 3 clusters
  Score: Raw -1385492.793458 + Penalty 3053.723651 = -1382439.069808
  nChanged 10
		SP:Iteration 35Q (98154.500000 sec): 3 clusters
  Score: Raw -1385497.270544 + Penalty 3053.723651 = -1382443.546893
  nChanged 20
		SP:Iteration 36Q (98154.700000 sec): 3 clusters
  Score: Raw -1385504.389436 + Penalty 3053.723651 = -1382450.665786
  nChanged 20
		SP:Iteration 37Q (98154.940000 sec): 3 clusters
  Score: Raw -1385511.548472 + Penalty 3053.723651 = -1382457.824821
  nChanged 13
		SP:Iteration 38Q (98155.140000 sec): 3 clusters
  Score: Raw -1385516.765575 + Penalty 3053.723651 = -1382463.041924
  nChanged 17
		SP:Iteration 39Q (98155.390000 sec): 3 clusters
  Score: Raw -1385522.156183 + Penalty 3053.723651 = -1382468.432532
  nChanged 21
		SP:Iteration 40F (98155.620000 sec): 3 clusters
  Score: Raw -1385528.472336 + Penalty 3053.723651 = -1382474.748685
  nChanged 15
		SP:Iteration 41Q (98155.860000 sec): 3 clusters
  Score: Raw -1385533.720425 + Penalty 3053.723651 = -1382479.996774
  nChanged 10
		SP:Iteration 42Q (98156.080000 sec): 3 clusters
  Score: Raw -1385536.708327 + Penalty 3053.723651 = -1382482.984676
  nChanged 15
		SP:Iteration 43Q (98156.300000 sec): 3 clusters
  Score: Raw -1385541.542775 + Penalty 3053.723651 = -1382487.819124
  nChanged 11
		SP:Iteration 44Q (98156.550000 sec): 3 clusters
  Score: Raw -1385544.041394 + Penalty 3053.723651 = -1382490.317743
  nChanged 6
		SP:Iteration 45Q (98156.780000 sec): 3 clusters
  Score: Raw -1385545.812785 + Penalty 3053.723651 = -1382492.089134
  nChanged 9
		SP:Iteration 46Q (98156.960000 sec): 3 clusters
  Score: Raw -1385548.386849 + Penalty 3053.723651 = -1382494.663198
  nChanged 9
		SP:Iteration 47Q (98157.180000 sec): 3 clusters
  Score: Raw -1385552.740690 + Penalty 3053.723651 = -1382499.017040
  nChanged 11
		SP:Iteration 48Q (98157.440000 sec): 3 clusters
  Score: Raw -1385556.408323 + Penalty 3053.723651 = -1382502.684672
  nChanged 9
		SP:Iteration 49Q (98157.670000 sec): 3 clusters
  Score: Raw -1385559.586411 + Penalty 3053.723651 = -1382505.862760
  nChanged 4
		SP:Iteration 50Q (98157.920000 sec): 3 clusters
  Score: Raw -1385561.331223 + Penalty 3053.723651 = -1382507.607572
  nChanged 2
		SP:Iteration 51Q (98158.150000 sec): 3 clusters
  Score: Raw -1385561.993762 + Penalty 3053.723651 = -1382508.270111
  nChanged 3
		SP:Iteration 52Q (98158.390000 sec): 3 clusters
  Score: Raw -1385562.895991 + Penalty 3053.723651 = -1382509.172340
  nChanged 6
		SP:Iteration 53Q (98158.560000 sec): 3 clusters
  Score: Raw -1385566.290260 + Penalty 3053.723651 = -1382512.566609
  nChanged 6
		SP:Iteration 54Q (98158.800000 sec): 3 clusters
  Score: Raw -1385567.768248 + Penalty 3053.723651 = -1382514.044597
  nChanged 1
		SP:Iteration 55Q (98159.080000 sec): 3 clusters
  Score: Raw -1385567.888906 + Penalty 3053.723651 = -1382514.165255
  nChanged 0
		SP:Iteration 56F (98159.310000 sec): 3 clusters
  Score: Raw -1385567.888906 + Penalty 3053.723651 = -1382514.165255
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (2934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98159.430000 sec): 2 clusters
  Score: Raw -334738.902576 + Penalty 1297.419818 = -333441.482757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98159.590000 sec): 3 clusters
  Score: Raw -333377.288783 + Penalty 2594.839637 = -330782.449146
  nChanged 1082
		SP:Iteration 1F (98159.790000 sec): 3 clusters
  Score: Raw -334196.901755 + Penalty 2594.839637 = -331602.062119
  nChanged 297
		SP:Iteration 2F (98159.980000 sec): 3 clusters
  Score: Raw -334510.839218 + Penalty 2594.839637 = -331915.999582
  nChanged 216
		SP:Iteration 3F (98160.120000 sec): 3 clusters
  Score: Raw -334724.910292 + Penalty 2594.839637 = -332130.070655
  nChanged 165
		SP:Iteration 4F (98160.320000 sec): 3 clusters
  Score: Raw -334867.450040 + Penalty 2594.839637 = -332272.610403
  nChanged 138
		SP:Iteration 5Q (98160.470000 sec): 3 clusters
  Score: Raw -334969.941956 + Penalty 2594.839637 = -332375.102320
  nChanged 83
		SP:Iteration 6Q (98160.670000 sec): 3 clusters
  Score: Raw -335025.873427 + Penalty 2594.839637 = -332431.033791
  nChanged 77
		SP:Iteration 7Q (98160.830000 sec): 3 clusters
  Score: Raw -335079.646436 + Penalty 2594.839637 = -332484.806800
  nChanged 67
		SP:Iteration 8Q (98161.040000 sec): 3 clusters
  Score: Raw -335122.654559 + Penalty 2594.839637 = -332527.814923
  nChanged 57
		SP:Iteration 9Q (98161.230000 sec): 3 clusters
  Score: Raw -335156.175285 + Penalty 2594.839637 = -332561.335648
  nChanged 51
		SP:Iteration 10Q (98161.430000 sec): 3 clusters
  Score: Raw -335181.305236 + Penalty 2594.839637 = -332586.465600
  nChanged 26
		SP:Iteration 11Q (98161.640000 sec): 3 clusters
  Score: Raw -335191.315700 + Penalty 2594.839637 = -332596.476064
  nChanged 20
		SP:Iteration 12Q (98161.800000 sec): 3 clusters
  Score: Raw -335199.182358 + Penalty 2594.839637 = -332604.342722
  nChanged 16
		SP:Iteration 13Q (98161.980000 sec): 3 clusters
  Score: Raw -335204.895306 + Penalty 2594.839637 = -332610.055669
  nChanged 14
		SP:Iteration 14Q (98162.150000 sec): 3 clusters
  Score: Raw -335209.053918 + Penalty 2594.839637 = -332614.214281
  nChanged 10
		SP:Iteration 15Q (98162.350000 sec): 3 clusters
  Score: Raw -335211.592733 + Penalty 2594.839637 = -332616.753097
  nChanged 6
		SP:Iteration 16Q (98162.520000 sec): 3 clusters
  Score: Raw -335213.373995 + Penalty 2594.839637 = -332618.534359
  nChanged 2
		SP:Iteration 17Q (98162.720000 sec): 3 clusters
  Score: Raw -335213.713716 + Penalty 2594.839637 = -332618.874079
  nChanged 1
		SP:Iteration 18Q (98162.910000 sec): 3 clusters
  Score: Raw -335214.039215 + Penalty 2594.839637 = -332619.199579
  nChanged 5
		SP:Iteration 19Q (98163.100000 sec): 3 clusters
  Score: Raw -335215.005225 + Penalty 2594.839637 = -332620.165588
  nChanged 4
		SP:Iteration 20F (98163.240000 sec): 3 clusters
  Score: Raw -335216.142832 + Penalty 2594.839637 = -332621.303196
  nChanged 2
		SP:Iteration 21Q (98163.420000 sec): 3 clusters
  Score: Raw -335216.602351 + Penalty 2594.839637 = -332621.762714
  nChanged 1
		SP:Iteration 22Q (98163.620000 sec): 3 clusters
  Score: Raw -335216.840606 + Penalty 2594.839637 = -332622.000969
  nChanged 1
		SP:Iteration 23Q (98163.800000 sec): 3 clusters
  Score: Raw -335217.094729 + Penalty 2594.839637 = -332622.255092
  nChanged 0
		SP:Iteration 24F (98163.970000 sec): 3 clusters
  Score: Raw -335217.094729 + Penalty 2594.839637 = -332622.255092
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 33 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98164.060000 sec): 2 clusters
  Score: Raw -65585.293624 + Penalty 1031.450747 = -64553.842877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98164.260000 sec): 3 clusters
  Score: Raw -65548.498135 + Penalty 2062.901493 = -63485.596642
  nChanged 128
		SP:Iteration 1F (98164.410000 sec): 3 clusters
  Score: Raw -65736.454214 + Penalty 2062.901493 = -63673.552721
  nChanged 36
		SP:Iteration 2F (98164.560000 sec): 3 clusters
  Score: Raw -65805.737743 + Penalty 2062.901493 = -63742.836250
  nChanged 18
		SP:Iteration 3Q (98164.730000 sec): 3 clusters
  Score: Raw -65828.873438 + Penalty 2062.901493 = -63765.971945
  nChanged 12
		SP:Iteration 4Q (98164.940000 sec): 3 clusters
  Score: Raw -65853.376531 + Penalty 2062.901493 = -63790.475038
  nChanged 11
		SP:Iteration 5Q (98165.110000 sec): 3 clusters
  Score: Raw -65864.486398 + Penalty 2062.901493 = -63801.584905
  nChanged 2
		SP:Iteration 6Q (98165.290000 sec): 3 clusters
  Score: Raw -65866.338589 + Penalty 2062.901493 = -63803.437096
  nChanged 0
		SP:Iteration 7F (98165.440000 sec): 3 clusters
  Score: Raw -65866.338589 + Penalty 2062.901493 = -63803.437096
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98165.530000 sec): 2 clusters
  Score: Raw -25111.047452 + Penalty 897.886103 = -24213.161349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98165.680000 sec): 3 clusters
  Score: Raw -25259.172007 + Penalty 1795.772205 = -23463.399801
  nChanged 46
		SP:Iteration 1F (98165.860000 sec): 3 clusters
  Score: Raw -25349.799694 + Penalty 1795.772205 = -23554.027489
  nChanged 15
		SP:Iteration 2F (98166.000000 sec): 3 clusters
  Score: Raw -25399.484472 + Penalty 1795.772205 = -23603.712267
  nChanged 5
		SP:Iteration 3Q (98166.200000 sec): 3 clusters
  Score: Raw -25411.489012 + Penalty 1795.772205 = -23615.716806
  nChanged 3
		SP:Iteration 4Q (98166.350000 sec): 3 clusters
  Score: Raw -25423.489919 + Penalty 1795.772205 = -23627.717713
  nChanged 10
		SP:Iteration 5Q (98166.550000 sec): 3 clusters
  Score: Raw -25467.260115 + Penalty 1795.772205 = -23671.487909
  nChanged 9
		SP:Iteration 6Q (98166.730000 sec): 3 clusters
  Score: Raw -25515.086215 + Penalty 1795.772205 = -23719.314010
  nChanged 7
		SP:Iteration 7Q (98166.910000 sec): 3 clusters
  Score: Raw -25551.592026 + Penalty 1795.772205 = -23755.819820
  nChanged 6
		SP:Iteration 8Q (98167.070000 sec): 3 clusters
  Score: Raw -25573.834872 + Penalty 1795.772205 = -23778.062667
  nChanged 1
		SP:Iteration 9Q (98167.250000 sec): 3 clusters
  Score: Raw -25575.844470 + Penalty 1795.772205 = -23780.072265
  nChanged 2
		SP:Iteration 10Q (98167.420000 sec): 3 clusters
  Score: Raw -25579.761840 + Penalty 1795.772205 = -23783.989635
  nChanged 2
		SP:Iteration 11Q (98167.610000 sec): 3 clusters
  Score: Raw -25584.836197 + Penalty 1795.772205 = -23789.063991
  nChanged 3
		SP:Iteration 12Q (98167.790000 sec): 3 clusters
  Score: Raw -25604.395040 + Penalty 1795.772205 = -23808.622834
  nChanged 2
		SP:Iteration 13Q (98167.950000 sec): 3 clusters
  Score: Raw -25610.103983 + Penalty 1795.772205 = -23814.331778
  nChanged 3
		SP:Iteration 14Q (98168.130000 sec): 3 clusters
  Score: Raw -25625.157171 + Penalty 1795.772205 = -23829.384966
  nChanged 6
		SP:Iteration 15Q (98168.320000 sec): 3 clusters
  Score: Raw -25657.094164 + Penalty 1795.772205 = -23861.321959
  nChanged 3
		SP:Iteration 16Q (98168.520000 sec): 3 clusters
  Score: Raw -25690.586346 + Penalty 1795.772205 = -23894.814140
  nChanged 2
		SP:Iteration 17Q (98168.700000 sec): 3 clusters
  Score: Raw -25703.521310 + Penalty 1795.772205 = -23907.749105
  nChanged 0
		SP:Iteration 18F (98168.880000 sec): 3 clusters
  Score: Raw -25703.521310 + Penalty 1795.772205 = -23907.749105
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (10483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98169.060000 sec): 2 clusters
  Score: Raw -1251537.549922 + Penalty 1504.345404 = -1250033.204519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98169.280000 sec): 3 clusters
  Score: Raw -1245566.148723 + Penalty 3008.690807 = -1242557.457916
  nChanged 4590
		SP:Iteration 1F (98169.490000 sec): 3 clusters
  Score: Raw -1248113.232591 + Penalty 3008.690807 = -1245104.541783
  nChanged 756
		SP:Iteration 2F (98169.730000 sec): 3 clusters
  Score: Raw -1248592.527124 + Penalty 3008.690807 = -1245583.836316
  nChanged 713
		SP:Iteration 3F (98169.960000 sec): 3 clusters
  Score: Raw -1249101.290580 + Penalty 3008.690807 = -1246092.599773
  nChanged 696
		SP:Iteration 4F (98170.160000 sec): 3 clusters
  Score: Raw -1249562.073080 + Penalty 3008.690807 = -1246553.382273
  nChanged 607
		SP:Iteration 5F (98170.340000 sec): 3 clusters
  Score: Raw -1249942.199766 + Penalty 3008.690807 = -1246933.508959
  nChanged 528
		SP:Iteration 6F (98170.620000 sec): 3 clusters
  Score: Raw -1250229.096856 + Penalty 3008.690807 = -1247220.406049
  nChanged 448
		SP:Iteration 7Q (98170.860000 sec): 3 clusters
  Score: Raw -1250434.047442 + Penalty 3008.690807 = -1247425.356634
  nChanged 341
		SP:Iteration 8Q (98171.060000 sec): 3 clusters
  Score: Raw -1250581.859198 + Penalty 3008.690807 = -1247573.168391
  nChanged 279
		SP:Iteration 9Q (98171.290000 sec): 3 clusters
  Score: Raw -1250682.573445 + Penalty 3008.690807 = -1247673.882638
  nChanged 209
		SP:Iteration 10Q (98171.470000 sec): 3 clusters
  Score: Raw -1250747.415354 + Penalty 3008.690807 = -1247738.724547
  nChanged 158
		SP:Iteration 11Q (98171.710000 sec): 3 clusters
  Score: Raw -1250788.543582 + Penalty 3008.690807 = -1247779.852775
  nChanged 123
		SP:Iteration 12Q (98171.910000 sec): 3 clusters
  Score: Raw -1250819.035417 + Penalty 3008.690807 = -1247810.344610
  nChanged 93
		SP:Iteration 13Q (98172.150000 sec): 3 clusters
  Score: Raw -1250840.375661 + Penalty 3008.690807 = -1247831.684853
  nChanged 80
		SP:Iteration 14Q (98172.380000 sec): 3 clusters
  Score: Raw -1250856.562184 + Penalty 3008.690807 = -1247847.871377
  nChanged 63
		SP:Iteration 15Q (98172.590000 sec): 3 clusters
  Score: Raw -1250869.994386 + Penalty 3008.690807 = -1247861.303579
  nChanged 66
		SP:Iteration 16Q (98172.800000 sec): 3 clusters
  Score: Raw -1250884.356170 + Penalty 3008.690807 = -1247875.665363
  nChanged 71
		SP:Iteration 17Q (98173.000000 sec): 3 clusters
  Score: Raw -1250901.699478 + Penalty 3008.690807 = -1247893.008670
  nChanged 78
		SP:Iteration 18Q (98173.240000 sec): 3 clusters
  Score: Raw -1250922.012286 + Penalty 3008.690807 = -1247913.321479
  nChanged 85
		SP:Iteration 19Q (98173.480000 sec): 3 clusters
  Score: Raw -1250946.714381 + Penalty 3008.690807 = -1247938.023573
  nChanged 92
		SP:Iteration 20F (98173.700000 sec): 3 clusters
  Score: Raw -1250974.820898 + Penalty 3008.690807 = -1247966.130091
  nChanged 99
		SP:Iteration 21Q (98173.930000 sec): 3 clusters
  Score: Raw -1251002.704075 + Penalty 3008.690807 = -1247994.013268
  nChanged 85
		SP:Iteration 22Q (98174.140000 sec): 3 clusters
  Score: Raw -1251028.602510 + Penalty 3008.690807 = -1248019.911703
  nChanged 82
		SP:Iteration 23Q (98174.320000 sec): 3 clusters
  Score: Raw -1251050.526587 + Penalty 3008.690807 = -1248041.835780
  nChanged 82
		SP:Iteration 24Q (98174.500000 sec): 3 clusters
  Score: Raw -1251071.436167 + Penalty 3008.690807 = -1248062.745360
  nChanged 79
		SP:Iteration 25Q (98174.730000 sec): 3 clusters
  Score: Raw -1251093.218679 + Penalty 3008.690807 = -1248084.527871
  nChanged 82
		SP:Iteration 26Q (98174.960000 sec): 3 clusters
  Score: Raw -1251116.855271 + Penalty 3008.690807 = -1248108.164464
  nChanged 74
		SP:Iteration 27Q (98175.200000 sec): 3 clusters
  Score: Raw -1251139.889708 + Penalty 3008.690807 = -1248131.198901
  nChanged 72
		SP:Iteration 28Q (98175.400000 sec): 3 clusters
  Score: Raw -1251162.301912 + Penalty 3008.690807 = -1248153.611105
  nChanged 74
		SP:Iteration 29Q (98175.600000 sec): 3 clusters
  Score: Raw -1251182.704694 + Penalty 3008.690807 = -1248174.013887
  nChanged 70
		SP:Iteration 30Q (98175.800000 sec): 3 clusters
  Score: Raw -1251205.151038 + Penalty 3008.690807 = -1248196.460231
  nChanged 61
		SP:Iteration 31Q (98176.030000 sec): 3 clusters
  Score: Raw -1251224.446191 + Penalty 3008.690807 = -1248215.755384
  nChanged 67
		SP:Iteration 32Q (98176.230000 sec): 3 clusters
  Score: Raw -1251247.486667 + Penalty 3008.690807 = -1248238.795859
  nChanged 75
		SP:Iteration 33Q (98176.410000 sec): 3 clusters
  Score: Raw -1251269.200799 + Penalty 3008.690807 = -1248260.509992
  nChanged 57
		SP:Iteration 34Q (98176.660000 sec): 3 clusters
  Score: Raw -1251288.108471 + Penalty 3008.690807 = -1248279.417664
  nChanged 68
		SP:Iteration 35Q (98176.880000 sec): 3 clusters
  Score: Raw -1251309.739577 + Penalty 3008.690807 = -1248301.048769
  nChanged 70
		SP:Iteration 36Q (98177.070000 sec): 3 clusters
  Score: Raw -1251335.893708 + Penalty 3008.690807 = -1248327.202901
  nChanged 73
		SP:Iteration 37Q (98177.310000 sec): 3 clusters
  Score: Raw -1251367.763949 + Penalty 3008.690807 = -1248359.073141
  nChanged 67
		SP:Iteration 38Q (98177.530000 sec): 3 clusters
  Score: Raw -1251398.513421 + Penalty 3008.690807 = -1248389.822614
  nChanged 60
		SP:Iteration 39Q (98177.770000 sec): 3 clusters
  Score: Raw -1251424.456590 + Penalty 3008.690807 = -1248415.765782
  nChanged 60
		SP:Iteration 40F (98177.990000 sec): 3 clusters
  Score: Raw -1251449.306971 + Penalty 3008.690807 = -1248440.616164
  nChanged 67
		SP:Iteration 41Q (98178.210000 sec): 3 clusters
  Score: Raw -1251481.515380 + Penalty 3008.690807 = -1248472.824573
  nChanged 67
		SP:Iteration 42Q (98178.460000 sec): 3 clusters
  Score: Raw -1251515.449528 + Penalty 3008.690807 = -1248506.758721
  nChanged 48
		SP:Iteration 43Q (98178.660000 sec): 3 clusters
  Score: Raw -1251540.007185 + Penalty 3008.690807 = -1248531.316378
  nChanged 43
		SP:Iteration 44Q (98178.850000 sec): 3 clusters
  Score: Raw -1251562.397125 + Penalty 3008.690807 = -1248553.706318
  nChanged 41
		SP:Iteration 45Q (98179.040000 sec): 3 clusters
  Score: Raw -1251585.651060 + Penalty 3008.690807 = -1248576.960252
  nChanged 33
		SP:Iteration 46Q (98179.250000 sec): 3 clusters
  Score: Raw -1251603.180034 + Penalty 3008.690807 = -1248594.489227
  nChanged 37
		SP:Iteration 47Q (98179.450000 sec): 3 clusters
  Score: Raw -1251625.136001 + Penalty 3008.690807 = -1248616.445194
  nChanged 29
		SP:Iteration 48Q (98179.660000 sec): 3 clusters
  Score: Raw -1251637.292023 + Penalty 3008.690807 = -1248628.601215
  nChanged 23
		SP:Iteration 49Q (98179.890000 sec): 3 clusters
  Score: Raw -1251650.858344 + Penalty 3008.690807 = -1248642.167537
  nChanged 24
		SP:Iteration 50Q (98180.110000 sec): 3 clusters
  Score: Raw -1251662.286295 + Penalty 3008.690807 = -1248653.595487
  nChanged 22
		SP:Iteration 51Q (98180.330000 sec): 3 clusters
  Score: Raw -1251673.075146 + Penalty 3008.690807 = -1248664.384339
  nChanged 16
		SP:Iteration 52Q (98180.550000 sec): 3 clusters
  Score: Raw -1251682.576169 + Penalty 3008.690807 = -1248673.885362
  nChanged 22
		SP:Iteration 53Q (98180.770000 sec): 3 clusters
  Score: Raw -1251695.375690 + Penalty 3008.690807 = -1248686.684882
  nChanged 21
		SP:Iteration 54Q (98180.930000 sec): 3 clusters
  Score: Raw -1251708.462444 + Penalty 3008.690807 = -1248699.771637
  nChanged 17
		SP:Iteration 55Q (98181.110000 sec): 3 clusters
  Score: Raw -1251718.071854 + Penalty 3008.690807 = -1248709.381046
  nChanged 12
		SP:Iteration 56Q (98181.340000 sec): 3 clusters
  Score: Raw -1251725.400735 + Penalty 3008.690807 = -1248716.709928
  nChanged 12
		SP:Iteration 57Q (98181.550000 sec): 3 clusters
  Score: Raw -1251729.699218 + Penalty 3008.690807 = -1248721.008410
  nChanged 4
		SP:Iteration 58Q (98181.780000 sec): 3 clusters
  Score: Raw -1251731.458446 + Penalty 3008.690807 = -1248722.767639
  nChanged 7
		SP:Iteration 59Q (98182.030000 sec): 3 clusters
  Score: Raw -1251734.809864 + Penalty 3008.690807 = -1248726.119056
  nChanged 4
		SP:Iteration 60F (98182.280000 sec): 3 clusters
  Score: Raw -1251736.808163 + Penalty 3008.690807 = -1248728.117355
  nChanged 7
		SP:Iteration 61Q (98182.510000 sec): 3 clusters
  Score: Raw -1251741.399197 + Penalty 3008.690807 = -1248732.708390
  nChanged 7
		SP:Iteration 62Q (98182.700000 sec): 3 clusters
  Score: Raw -1251744.400974 + Penalty 3008.690807 = -1248735.710167
  nChanged 5
		SP:Iteration 63Q (98182.920000 sec): 3 clusters
  Score: Raw -1251747.927655 + Penalty 3008.690807 = -1248739.236847
  nChanged 8
		SP:Iteration 64Q (98183.140000 sec): 3 clusters
  Score: Raw -1251754.441571 + Penalty 3008.690807 = -1248745.750763
  nChanged 6
		SP:Iteration 65Q (98183.350000 sec): 3 clusters
  Score: Raw -1251757.393831 + Penalty 3008.690807 = -1248748.703024
  nChanged 4
		SP:Iteration 66Q (98183.580000 sec): 3 clusters
  Score: Raw -1251759.152173 + Penalty 3008.690807 = -1248750.461366
  nChanged 2
		SP:Iteration 67Q (98183.770000 sec): 3 clusters
  Score: Raw -1251760.446962 + Penalty 3008.690807 = -1248751.756155
  nChanged 0
		SP:Iteration 68F (98183.960000 sec): 3 clusters
  Score: Raw -1251760.446962 + Penalty 3008.690807 = -1248751.756155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98184.070000 sec): 2 clusters
  Score: Raw -445477.523806 + Penalty 1342.204006 = -444135.319800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98184.280000 sec): 3 clusters
  Score: Raw -443582.727164 + Penalty 2684.408012 = -440898.319152
  nChanged 1510
		SP:Iteration 1F (98184.490000 sec): 3 clusters
  Score: Raw -444469.401382 + Penalty 2684.408012 = -441784.993369
  nChanged 317
		SP:Iteration 2F (98184.650000 sec): 3 clusters
  Score: Raw -444677.449722 + Penalty 2684.408012 = -441993.041710
  nChanged 236
		SP:Iteration 3F (98184.850000 sec): 3 clusters
  Score: Raw -444848.128475 + Penalty 2684.408012 = -442163.720463
  nChanged 235
		SP:Iteration 4F (98185.010000 sec): 3 clusters
  Score: Raw -445046.454965 + Penalty 2684.408012 = -442362.046953
  nChanged 217
		SP:Iteration 5F (98185.190000 sec): 3 clusters
  Score: Raw -445241.639481 + Penalty 2684.408012 = -442557.231468
  nChanged 217
		SP:Iteration 6F (98185.400000 sec): 3 clusters
  Score: Raw -445472.698984 + Penalty 2684.408012 = -442788.290972
  nChanged 212
		SP:Iteration 7F (98185.580000 sec): 3 clusters
  Score: Raw -445663.185291 + Penalty 2684.408012 = -442978.777279
  nChanged 171
		SP:Iteration 8Q (98185.780000 sec): 3 clusters
  Score: Raw -445852.309866 + Penalty 2684.408012 = -443167.901854
  nChanged 178
		SP:Iteration 9Q (98185.930000 sec): 3 clusters
  Score: Raw -446059.919895 + Penalty 2684.408012 = -443375.511882
  nChanged 158
		SP:Iteration 10Q (98186.150000 sec): 3 clusters
  Score: Raw -446263.066120 + Penalty 2684.408012 = -443578.658108
  nChanged 128
		SP:Iteration 11Q (98186.310000 sec): 3 clusters
  Score: Raw -446390.033574 + Penalty 2684.408012 = -443705.625561
  nChanged 114
		SP:Iteration 12Q (98186.540000 sec): 3 clusters
  Score: Raw -446463.480170 + Penalty 2684.408012 = -443779.072157
  nChanged 73
		SP:Iteration 13Q (98186.690000 sec): 3 clusters
  Score: Raw -446520.028591 + Penalty 2684.408012 = -443835.620579
  nChanged 56
		SP:Iteration 14Q (98186.910000 sec): 3 clusters
  Score: Raw -446550.499595 + Penalty 2684.408012 = -443866.091582
  nChanged 31
		SP:Iteration 15Q (98187.120000 sec): 3 clusters
  Score: Raw -446560.469373 + Penalty 2684.408012 = -443876.061361
  nChanged 22
		SP:Iteration 16Q (98187.290000 sec): 3 clusters
  Score: Raw -446568.726891 + Penalty 2684.408012 = -443884.318878
  nChanged 15
		SP:Iteration 17Q (98187.480000 sec): 3 clusters
  Score: Raw -446575.817676 + Penalty 2684.408012 = -443891.409664
  nChanged 13
		SP:Iteration 18Q (98187.650000 sec): 3 clusters
  Score: Raw -446583.579538 + Penalty 2684.408012 = -443899.171525
  nChanged 14
		SP:Iteration 19Q (98187.820000 sec): 3 clusters
  Score: Raw -446589.710210 + Penalty 2684.408012 = -443905.302197
  nChanged 12
		SP:Iteration 20F (98188.060000 sec): 3 clusters
  Score: Raw -446603.400586 + Penalty 2684.408012 = -443918.992574
  nChanged 7
		SP:Iteration 21Q (98188.230000 sec): 3 clusters
  Score: Raw -446608.037720 + Penalty 2684.408012 = -443923.629708
  nChanged 10
		SP:Iteration 22Q (98188.430000 sec): 3 clusters
  Score: Raw -446612.258500 + Penalty 2684.408012 = -443927.850488
  nChanged 13
		SP:Iteration 23Q (98188.620000 sec): 3 clusters
  Score: Raw -446616.546295 + Penalty 2684.408012 = -443932.138282
  nChanged 10
		SP:Iteration 24Q (98188.800000 sec): 3 clusters
  Score: Raw -446619.114505 + Penalty 2684.408012 = -443934.706493
  nChanged 4
		SP:Iteration 25Q (98188.940000 sec): 3 clusters
  Score: Raw -446621.169552 + Penalty 2684.408012 = -443936.761540
  nChanged 4
		SP:Iteration 26Q (98189.140000 sec): 3 clusters
  Score: Raw -446622.066136 + Penalty 2684.408012 = -443937.658124
  nChanged 5
		SP:Iteration 27Q (98189.310000 sec): 3 clusters
  Score: Raw -446623.480354 + Penalty 2684.408012 = -443939.072342
  nChanged 1
		SP:Iteration 28Q (98189.530000 sec): 3 clusters
  Score: Raw -446623.731890 + Penalty 2684.408012 = -443939.323878
  nChanged 0
		SP:Iteration 29F (98189.690000 sec): 3 clusters
  Score: Raw -446623.731890 + Penalty 2684.408012 = -443939.323878
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98189.820000 sec): 2 clusters
  Score: Raw -90746.038901 + Penalty 1088.067324 = -89657.971577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98190.000000 sec): 3 clusters
  Score: Raw -90539.438181 + Penalty 2176.134648 = -88363.303533
  nChanged 227
		SP:Iteration 1F (98190.170000 sec): 3 clusters
  Score: Raw -90742.562705 + Penalty 2176.134648 = -88566.428057
  nChanged 40
		SP:Iteration 2Q (98190.320000 sec): 3 clusters
  Score: Raw -90787.035978 + Penalty 2176.134648 = -88610.901330
  nChanged 30
		SP:Iteration 3Q (98190.480000 sec): 3 clusters
  Score: Raw -90818.344694 + Penalty 2176.134648 = -88642.210046
  nChanged 20
		SP:Iteration 4Q (98190.700000 sec): 3 clusters
  Score: Raw -90837.648812 + Penalty 2176.134648 = -88661.514164
  nChanged 4
		SP:Iteration 5Q (98190.860000 sec): 3 clusters
  Score: Raw -90840.822679 + Penalty 2176.134648 = -88664.688031
  nChanged 4
		SP:Iteration 6Q (98191.040000 sec): 3 clusters
  Score: Raw -90846.113898 + Penalty 2176.134648 = -88669.979250
  nChanged 2
		SP:Iteration 7Q (98191.200000 sec): 3 clusters
  Score: Raw -90848.936522 + Penalty 2176.134648 = -88672.801874
  nChanged 1
		SP:Iteration 8Q (98191.330000 sec): 3 clusters
  Score: Raw -90849.485661 + Penalty 2176.134648 = -88673.351013
  nChanged 3
		SP:Iteration 9Q (98191.560000 sec): 3 clusters
  Score: Raw -90851.838006 + Penalty 2176.134648 = -88675.703358
  nChanged 2
		SP:Iteration 10Q (98191.730000 sec): 3 clusters
  Score: Raw -90854.034960 + Penalty 2176.134648 = -88677.900312
  nChanged 3
		SP:Iteration 11Q (98191.880000 sec): 3 clusters
  Score: Raw -90856.745986 + Penalty 2176.134648 = -88680.611338
  nChanged 2
		SP:Iteration 12Q (98192.040000 sec): 3 clusters
  Score: Raw -90857.290720 + Penalty 2176.134648 = -88681.156072
  nChanged 0
		SP:Iteration 13F (98192.260000 sec): 3 clusters
  Score: Raw -90857.290720 + Penalty 2176.134648 = -88681.156072
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98192.330000 sec): 2 clusters
  Score: Raw -21440.912273 + Penalty 871.209977 = -20569.702296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98192.520000 sec): 3 clusters
  Score: Raw -21552.933463 + Penalty 1742.419954 = -19810.513509
  nChanged 24
		SP:Iteration 1F (98192.720000 sec): 3 clusters
  Score: Raw -21614.664086 + Penalty 1742.419954 = -19872.244132
  nChanged 6
		SP:Iteration 2Q (98192.900000 sec): 3 clusters
  Score: Raw -21629.757705 + Penalty 1742.419954 = -19887.337751
  nChanged 1
		SP:Iteration 3Q (98193.070000 sec): 3 clusters
  Score: Raw -21648.176710 + Penalty 1742.419954 = -19905.756756
  nChanged 4
		SP:Iteration 4Q (98193.220000 sec): 3 clusters
  Score: Raw -21668.388315 + Penalty 1742.419954 = -19925.968361
  nChanged 4
		SP:Iteration 5Q (98193.450000 sec): 3 clusters
  Score: Raw -21679.675017 + Penalty 1742.419954 = -19937.255063
  nChanged 6
		SP:Iteration 6Q (98193.550000 sec): 3 clusters
  Score: Raw -21701.045680 + Penalty 1742.419954 = -19958.625727
  nChanged 2
		SP:Iteration 7Q (98193.730000 sec): 3 clusters
  Score: Raw -21705.063248 + Penalty 1742.419954 = -19962.643294
  nChanged 2
		SP:Iteration 8Q (98193.930000 sec): 3 clusters
  Score: Raw -21708.968349 + Penalty 1742.419954 = -19966.548395
  nChanged 1
		SP:Iteration 9Q (98194.080000 sec): 3 clusters
  Score: Raw -21716.095359 + Penalty 1742.419954 = -19973.675405
  nChanged 3
		SP:Iteration 10Q (98194.270000 sec): 3 clusters
  Score: Raw -21723.156696 + Penalty 1742.419954 = -19980.736742
  nChanged 2
		SP:Iteration 11Q (98194.380000 sec): 3 clusters
  Score: Raw -21743.373133 + Penalty 1742.419954 = -20000.953179
  nChanged 3
		SP:Iteration 12Q (98194.550000 sec): 3 clusters
  Score: Raw -21750.798774 + Penalty 1742.419954 = -20008.378820
  nChanged 2
		SP:Iteration 13Q (98194.710000 sec): 3 clusters
  Score: Raw -21755.679384 + Penalty 1742.419954 = -20013.259431
  nChanged 0
		SP:Iteration 14F (98194.840000 sec): 3 clusters
  Score: Raw -21755.679384 + Penalty 1742.419954 = -20013.259431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98194.940000 sec): 2 clusters
  Score: Raw -21157.160317 + Penalty 841.124332 = -20316.035986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98195.120000 sec): 3 clusters
  Score: Raw -21327.714079 + Penalty 1682.248663 = -19645.465416
  nChanged 28
		SP:Iteration 1F (98195.280000 sec): 3 clusters
  Score: Raw -21385.184894 + Penalty 1682.248663 = -19702.936230
  nChanged 3
		SP:Iteration 2Q (98195.420000 sec): 3 clusters
  Score: Raw -21392.324513 + Penalty 1682.248663 = -19710.075850
  nChanged 3
		SP:Iteration 3Q (98195.610000 sec): 3 clusters
  Score: Raw -21403.122494 + Penalty 1682.248663 = -19720.873831
  nChanged 2
		SP:Iteration 4Q (98195.750000 sec): 3 clusters
  Score: Raw -21407.135472 + Penalty 1682.248663 = -19724.886809
  nChanged 0
		SP:Iteration 5F (98195.920000 sec): 3 clusters
  Score: Raw -21407.135472 + Penalty 1682.248663 = -19724.886809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98196.070000 sec): 2 clusters
  Score: Raw -416518.358230 + Penalty 1334.410090 = -415183.948141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98196.220000 sec): 3 clusters
  Score: Raw -414697.325370 + Penalty 2668.820179 = -412028.505191
  nChanged 1484
		SP:Iteration 1F (98196.390000 sec): 3 clusters
  Score: Raw -415528.248782 + Penalty 2668.820179 = -412859.428603
  nChanged 278
		SP:Iteration 2F (98196.590000 sec): 3 clusters
  Score: Raw -415722.945568 + Penalty 2668.820179 = -413054.125388
  nChanged 222
		SP:Iteration 3F (98196.720000 sec): 3 clusters
  Score: Raw -415896.385609 + Penalty 2668.820179 = -413227.565430
  nChanged 222
		SP:Iteration 4F (98196.900000 sec): 3 clusters
  Score: Raw -416080.485658 + Penalty 2668.820179 = -413411.665479
  nChanged 200
		SP:Iteration 5F (98197.080000 sec): 3 clusters
  Score: Raw -416249.641697 + Penalty 2668.820179 = -413580.821518
  nChanged 181
		SP:Iteration 6Q (98197.240000 sec): 3 clusters
  Score: Raw -416396.225714 + Penalty 2668.820179 = -413727.405535
  nChanged 153
		SP:Iteration 7Q (98197.410000 sec): 3 clusters
  Score: Raw -416515.899536 + Penalty 2668.820179 = -413847.079357
  nChanged 117
		SP:Iteration 8Q (98197.600000 sec): 3 clusters
  Score: Raw -416632.463893 + Penalty 2668.820179 = -413963.643714
  nChanged 131
		SP:Iteration 9Q (98197.800000 sec): 3 clusters
  Score: Raw -416773.317594 + Penalty 2668.820179 = -414104.497414
  nChanged 130
		SP:Iteration 10Q (98197.980000 sec): 3 clusters
  Score: Raw -416909.258355 + Penalty 2668.820179 = -414240.438175
  nChanged 121
		SP:Iteration 11Q (98198.180000 sec): 3 clusters
  Score: Raw -417042.934236 + Penalty 2668.820179 = -414374.114057
  nChanged 123
		SP:Iteration 12Q (98198.360000 sec): 3 clusters
  Score: Raw -417216.246884 + Penalty 2668.820179 = -414547.426705
  nChanged 106
		SP:Iteration 13Q (98198.550000 sec): 3 clusters
  Score: Raw -417391.571122 + Penalty 2668.820179 = -414722.750943
  nChanged 113
		SP:Iteration 14Q (98198.720000 sec): 3 clusters
  Score: Raw -417590.114492 + Penalty 2668.820179 = -414921.294313
  nChanged 101
		SP:Iteration 15Q (98198.880000 sec): 3 clusters
  Score: Raw -417760.671975 + Penalty 2668.820179 = -415091.851796
  nChanged 64
		SP:Iteration 16Q (98199.040000 sec): 3 clusters
  Score: Raw -417839.801009 + Penalty 2668.820179 = -415170.980830
  nChanged 36
		SP:Iteration 17Q (98199.230000 sec): 3 clusters
  Score: Raw -417877.519873 + Penalty 2668.820179 = -415208.699694
  nChanged 22
		SP:Iteration 18Q (98199.420000 sec): 3 clusters
  Score: Raw -417896.008675 + Penalty 2668.820179 = -415227.188496
  nChanged 12
		SP:Iteration 19Q (98199.610000 sec): 3 clusters
  Score: Raw -417904.682860 + Penalty 2668.820179 = -415235.862681
  nChanged 4
		SP:Iteration 20F (98199.770000 sec): 3 clusters
  Score: Raw -417905.684674 + Penalty 2668.820179 = -415236.864495
  nChanged 2
		SP:Iteration 21Q (98199.950000 sec): 3 clusters
  Score: Raw -417906.728010 + Penalty 2668.820179 = -415237.907831
  nChanged 1
		SP:Iteration 22Q (98200.150000 sec): 3 clusters
  Score: Raw -417906.920382 + Penalty 2668.820179 = -415238.100203
  nChanged 0
		SP:Iteration 23F (98200.310000 sec): 3 clusters
  Score: Raw -417906.920382 + Penalty 2668.820179 = -415238.100203
  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 6.54 GB.

 Trying to split cluster 42 (50356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98200.700000 sec): 2 clusters
  Score: Raw -6241771.908049 + Penalty 1759.366872 = -6240012.541177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98201.110000 sec): 3 clusters
  Score: Raw -6209808.297283 + Penalty 3518.733743 = -6206289.563540
  nChanged 23702
		SP:Iteration 1F (98201.570000 sec): 3 clusters
  Score: Raw -6223617.245704 + Penalty 3518.733743 = -6220098.511960
  nChanged 2337
		SP:Iteration 2Q (98202.000000 sec): 3 clusters
  Score: Raw -6224495.076417 + Penalty 3518.733743 = -6220976.342674
  nChanged 2627
		SP:Iteration 3F (98202.400000 sec): 3 clusters
  Score: Raw -6225682.102479 + Penalty 3518.733743 = -6222163.368736
  nChanged 3079
		SP:Iteration 4F (98202.850000 sec): 3 clusters
  Score: Raw -6227469.475230 + Penalty 3518.733743 = -6223950.741487
  nChanged 3631
		SP:Iteration 5F (98203.280000 sec): 3 clusters
  Score: Raw -6230120.913602 + Penalty 3518.733743 = -6226602.179858
  nChanged 4009
		SP:Iteration 6F (98203.710000 sec): 3 clusters
  Score: Raw -6233534.383943 + Penalty 3518.733743 = -6230015.650199
  nChanged 3664
		SP:Iteration 7F (98204.150000 sec): 3 clusters
  Score: Raw -6236949.751427 + Penalty 3518.733743 = -6233431.017683
  nChanged 2566
		SP:Iteration 8F (98204.550000 sec): 3 clusters
  Score: Raw -6239360.495390 + Penalty 3518.733743 = -6235841.761647
  nChanged 1439
		SP:Iteration 9Q (98205.040000 sec): 3 clusters
  Score: Raw -6240743.740346 + Penalty 3518.733743 = -6237225.006603
  nChanged 676
		SP:Iteration 10Q (98205.460000 sec): 3 clusters
  Score: Raw -6241494.212984 + Penalty 3518.733743 = -6237975.479240
  nChanged 287
		SP:Iteration 11Q (98205.870000 sec): 3 clusters
  Score: Raw -6241836.191343 + Penalty 3518.733743 = -6238317.457599
  nChanged 148
		SP:Iteration 12Q (98206.320000 sec): 3 clusters
  Score: Raw -6241995.343838 + Penalty 3518.733743 = -6238476.610095
  nChanged 83
		SP:Iteration 13Q (98206.780000 sec): 3 clusters
  Score: Raw -6242056.397965 + Penalty 3518.733743 = -6238537.664221
  nChanged 52
		SP:Iteration 14Q (98207.220000 sec): 3 clusters
  Score: Raw -6242092.816716 + Penalty 3518.733743 = -6238574.082973
  nChanged 33
		SP:Iteration 15Q (98207.660000 sec): 3 clusters
  Score: Raw -6242109.761384 + Penalty 3518.733743 = -6238591.027641
  nChanged 24
		SP:Iteration 16Q (98208.050000 sec): 3 clusters
  Score: Raw -6242123.876193 + Penalty 3518.733743 = -6238605.142449
  nChanged 22
		SP:Iteration 17Q (98208.450000 sec): 3 clusters
  Score: Raw -6242137.791408 + Penalty 3518.733743 = -6238619.057664
  nChanged 21
		SP:Iteration 18Q (98208.880000 sec): 3 clusters
  Score: Raw -6242153.176844 + Penalty 3518.733743 = -6238634.443101
  nChanged 16
		SP:Iteration 19Q (98209.310000 sec): 3 clusters
  Score: Raw -6242161.617253 + Penalty 3518.733743 = -6238642.883510
  nChanged 13
		SP:Iteration 20F (98209.730000 sec): 3 clusters
  Score: Raw -6242168.457209 + Penalty 3518.733743 = -6238649.723466
  nChanged 9
		SP:Iteration 21Q (98210.130000 sec): 3 clusters
  Score: Raw -6242172.709710 + Penalty 3518.733743 = -6238653.975967
  nChanged 5
		SP:Iteration 22Q (98210.510000 sec): 3 clusters
  Score: Raw -6242174.638936 + Penalty 3518.733743 = -6238655.905193
  nChanged 1
		SP:Iteration 23Q (98210.910000 sec): 3 clusters
  Score: Raw -6242174.808060 + Penalty 3518.733743 = -6238656.074317
  nChanged 0
		SP:Iteration 24F (98211.320000 sec): 3 clusters
  Score: Raw -6242174.808060 + Penalty 3518.733743 = -6238656.074317
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98211.440000 sec): 2 clusters
  Score: Raw -192567.370903 + Penalty 1205.454384 = -191361.916519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98211.630000 sec): 3 clusters
  Score: Raw -191893.626888 + Penalty 2410.908767 = -189482.718120
  nChanged 568
		SP:Iteration 1F (98211.810000 sec): 3 clusters
  Score: Raw -192297.988138 + Penalty 2410.908767 = -189887.079370
  nChanged 153
		SP:Iteration 2F (98211.990000 sec): 3 clusters
  Score: Raw -192432.456280 + Penalty 2410.908767 = -190021.547512
  nChanged 88
		SP:Iteration 3F (98212.180000 sec): 3 clusters
  Score: Raw -192513.489312 + Penalty 2410.908767 = -190102.580545
  nChanged 77
		SP:Iteration 4Q (98212.360000 sec): 3 clusters
  Score: Raw -192596.190606 + Penalty 2410.908767 = -190185.281839
  nChanged 67
		SP:Iteration 5Q (98212.560000 sec): 3 clusters
  Score: Raw -192650.145656 + Penalty 2410.908767 = -190239.236889
  nChanged 39
		SP:Iteration 6Q (98212.710000 sec): 3 clusters
  Score: Raw -192682.848427 + Penalty 2410.908767 = -190271.939660
  nChanged 34
		SP:Iteration 7Q (98212.930000 sec): 3 clusters
  Score: Raw -192708.271403 + Penalty 2410.908767 = -190297.362636
  nChanged 27
		SP:Iteration 8Q (98213.110000 sec): 3 clusters
  Score: Raw -192725.543197 + Penalty 2410.908767 = -190314.634429
  nChanged 23
		SP:Iteration 9Q (98213.270000 sec): 3 clusters
  Score: Raw -192741.821824 + Penalty 2410.908767 = -190330.913057
  nChanged 19
		SP:Iteration 10Q (98213.430000 sec): 3 clusters
  Score: Raw -192754.682341 + Penalty 2410.908767 = -190343.773574
  nChanged 18
		SP:Iteration 11Q (98213.570000 sec): 3 clusters
  Score: Raw -192769.870503 + Penalty 2410.908767 = -190358.961735
  nChanged 22
		SP:Iteration 12Q (98213.720000 sec): 3 clusters
  Score: Raw -192782.277868 + Penalty 2410.908767 = -190371.369101
  nChanged 12
		SP:Iteration 13Q (98213.920000 sec): 3 clusters
  Score: Raw -192789.606015 + Penalty 2410.908767 = -190378.697248
  nChanged 10
		SP:Iteration 14Q (98214.070000 sec): 3 clusters
  Score: Raw -192797.609882 + Penalty 2410.908767 = -190386.701115
  nChanged 7
		SP:Iteration 15Q (98214.210000 sec): 3 clusters
  Score: Raw -192800.784847 + Penalty 2410.908767 = -190389.876079
  nChanged 5
		SP:Iteration 16Q (98214.410000 sec): 3 clusters
  Score: Raw -192803.317247 + Penalty 2410.908767 = -190392.408480
  nChanged 4
		SP:Iteration 17Q (98214.590000 sec): 3 clusters
  Score: Raw -192804.998074 + Penalty 2410.908767 = -190394.089307
  nChanged 5
		SP:Iteration 18Q (98214.750000 sec): 3 clusters
  Score: Raw -192808.804072 + Penalty 2410.908767 = -190397.895304
  nChanged 5
		SP:Iteration 19Q (98214.930000 sec): 3 clusters
  Score: Raw -192813.274277 + Penalty 2410.908767 = -190402.365510
  nChanged 7
		SP:Iteration 20F (98215.130000 sec): 3 clusters
  Score: Raw -192820.191259 + Penalty 2410.908767 = -190409.282491
  nChanged 11
		SP:Iteration 21Q (98215.250000 sec): 3 clusters
  Score: Raw -192830.019818 + Penalty 2410.908767 = -190419.111051
  nChanged 14
		SP:Iteration 22Q (98215.450000 sec): 3 clusters
  Score: Raw -192844.314235 + Penalty 2410.908767 = -190433.405468
  nChanged 16
		SP:Iteration 23Q (98215.650000 sec): 3 clusters
  Score: Raw -192857.108919 + Penalty 2410.908767 = -190446.200151
  nChanged 20
		SP:Iteration 24Q (98215.790000 sec): 3 clusters
  Score: Raw -192871.059057 + Penalty 2410.908767 = -190460.150290
  nChanged 13
		SP:Iteration 25Q (98215.970000 sec): 3 clusters
  Score: Raw -192879.054341 + Penalty 2410.908767 = -190468.145573
  nChanged 14
		SP:Iteration 26Q (98216.120000 sec): 3 clusters
  Score: Raw -192884.829113 + Penalty 2410.908767 = -190473.920346
  nChanged 9
		SP:Iteration 27Q (98216.270000 sec): 3 clusters
  Score: Raw -192891.520566 + Penalty 2410.908767 = -190480.611798
  nChanged 14
		SP:Iteration 28Q (98216.460000 sec): 3 clusters
  Score: Raw -192899.375938 + Penalty 2410.908767 = -190488.467171
  nChanged 9
		SP:Iteration 29Q (98216.600000 sec): 3 clusters
  Score: Raw -192903.541156 + Penalty 2410.908767 = -190492.632388
  nChanged 6
		SP:Iteration 30Q (98216.780000 sec): 3 clusters
  Score: Raw -192906.695815 + Penalty 2410.908767 = -190495.787048
  nChanged 9
		SP:Iteration 31Q (98216.970000 sec): 3 clusters
  Score: Raw -192914.165306 + Penalty 2410.908767 = -190503.256539
  nChanged 8
		SP:Iteration 32Q (98217.160000 sec): 3 clusters
  Score: Raw -192920.102860 + Penalty 2410.908767 = -190509.194093
  nChanged 8
		SP:Iteration 33Q (98217.330000 sec): 3 clusters
  Score: Raw -192924.556625 + Penalty 2410.908767 = -190513.647857
  nChanged 6
		SP:Iteration 34Q (98217.480000 sec): 3 clusters
  Score: Raw -192929.689582 + Penalty 2410.908767 = -190518.780815
  nChanged 7
		SP:Iteration 35Q (98217.660000 sec): 3 clusters
  Score: Raw -192933.564074 + Penalty 2410.908767 = -190522.655307
  nChanged 9
		SP:Iteration 36Q (98217.860000 sec): 3 clusters
  Score: Raw -192939.368558 + Penalty 2410.908767 = -190528.459791
  nChanged 8
		SP:Iteration 37Q (98217.960000 sec): 3 clusters
  Score: Raw -192943.095250 + Penalty 2410.908767 = -190532.186483
  nChanged 3
		SP:Iteration 38Q (98218.140000 sec): 3 clusters
  Score: Raw -192945.376588 + Penalty 2410.908767 = -190534.467821
  nChanged 3
		SP:Iteration 39Q (98218.290000 sec): 3 clusters
  Score: Raw -192946.564686 + Penalty 2410.908767 = -190535.655919
  nChanged 4
		SP:Iteration 40F (98218.450000 sec): 3 clusters
  Score: Raw -192948.153249 + Penalty 2410.908767 = -190537.244481
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (17004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98218.680000 sec): 2 clusters
  Score: Raw -1945922.927546 + Penalty 1582.945632 = -1944339.981914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98218.950000 sec): 3 clusters
  Score: Raw -1935819.508653 + Penalty 3165.891264 = -1932653.617388
  nChanged 7652
		SP:Iteration 1F (98219.260000 sec): 3 clusters
  Score: Raw -1940063.862187 + Penalty 3165.891264 = -1936897.970923
  nChanged 1065
		SP:Iteration 2F (98219.530000 sec): 3 clusters
  Score: Raw -1940542.191827 + Penalty 3165.891264 = -1937376.300563
  nChanged 970
		SP:Iteration 3F (98219.770000 sec): 3 clusters
  Score: Raw -1940972.780937 + Penalty 3165.891264 = -1937806.889672
  nChanged 894
		SP:Iteration 4F (98220.030000 sec): 3 clusters
  Score: Raw -1941476.104610 + Penalty 3165.891264 = -1938310.213346
  nChanged 937
		SP:Iteration 5F (98220.280000 sec): 3 clusters
  Score: Raw -1942013.295633 + Penalty 3165.891264 = -1938847.404369
  nChanged 934
		SP:Iteration 6F (98220.540000 sec): 3 clusters
  Score: Raw -1942540.994879 + Penalty 3165.891264 = -1939375.103615
  nChanged 861
		SP:Iteration 7F (98220.800000 sec): 3 clusters
  Score: Raw -1943012.068612 + Penalty 3165.891264 = -1939846.177348
  nChanged 833
		SP:Iteration 8Q (98221.030000 sec): 3 clusters
  Score: Raw -1943435.584083 + Penalty 3165.891264 = -1940269.692819
  nChanged 651
		SP:Iteration 9Q (98221.280000 sec): 3 clusters
  Score: Raw -1943754.761867 + Penalty 3165.891264 = -1940588.870603
  nChanged 588
		SP:Iteration 10Q (98221.570000 sec): 3 clusters
  Score: Raw -1944014.252753 + Penalty 3165.891264 = -1940848.361489
  nChanged 521
		SP:Iteration 11Q (98221.800000 sec): 3 clusters
  Score: Raw -1944224.638420 + Penalty 3165.891264 = -1941058.747156
  nChanged 443
		SP:Iteration 12Q (98222.080000 sec): 3 clusters
  Score: Raw -1944377.234478 + Penalty 3165.891264 = -1941211.343214
  nChanged 342
		SP:Iteration 13Q (98222.330000 sec): 3 clusters
  Score: Raw -1944501.531864 + Penalty 3165.891264 = -1941335.640599
  nChanged 296
		SP:Iteration 14Q (98222.570000 sec): 3 clusters
  Score: Raw -1944616.190260 + Penalty 3165.891264 = -1941450.298996
  nChanged 290
		SP:Iteration 15Q (98222.800000 sec): 3 clusters
  Score: Raw -1944739.694318 + Penalty 3165.891264 = -1941573.803054
  nChanged 279
		SP:Iteration 16Q (98223.050000 sec): 3 clusters
  Score: Raw -1944852.466010 + Penalty 3165.891264 = -1941686.574746
  nChanged 260
		SP:Iteration 17Q (98223.320000 sec): 3 clusters
  Score: Raw -1944946.368733 + Penalty 3165.891264 = -1941780.477469
  nChanged 215
		SP:Iteration 18Q (98223.590000 sec): 3 clusters
  Score: Raw -1945023.414395 + Penalty 3165.891264 = -1941857.523131
  nChanged 230
		SP:Iteration 19Q (98223.840000 sec): 3 clusters
  Score: Raw -1945109.877604 + Penalty 3165.891264 = -1941943.986340
  nChanged 232
		SP:Iteration 20F (98224.140000 sec): 3 clusters
  Score: Raw -1945198.179439 + Penalty 3165.891264 = -1942032.288175
  nChanged 248
		SP:Iteration 21Q (98224.390000 sec): 3 clusters
  Score: Raw -1945293.755606 + Penalty 3165.891264 = -1942127.864342
  nChanged 242
		SP:Iteration 22Q (98224.640000 sec): 3 clusters
  Score: Raw -1945382.353814 + Penalty 3165.891264 = -1942216.462550
  nChanged 230
		SP:Iteration 23Q (98224.890000 sec): 3 clusters
  Score: Raw -1945462.891088 + Penalty 3165.891264 = -1942296.999824
  nChanged 223
		SP:Iteration 24Q (98225.140000 sec): 3 clusters
  Score: Raw -1945543.999273 + Penalty 3165.891264 = -1942378.108009
  nChanged 216
		SP:Iteration 25Q (98225.450000 sec): 3 clusters
  Score: Raw -1945613.650223 + Penalty 3165.891264 = -1942447.758959
  nChanged 194
		SP:Iteration 26Q (98225.690000 sec): 3 clusters
  Score: Raw -1945669.786579 + Penalty 3165.891264 = -1942503.895315
  nChanged 169
		SP:Iteration 27Q (98225.980000 sec): 3 clusters
  Score: Raw -1945718.921881 + Penalty 3165.891264 = -1942553.030617
  nChanged 172
		SP:Iteration 28Q (98226.270000 sec): 3 clusters
  Score: Raw -1945768.339510 + Penalty 3165.891264 = -1942602.448246
  nChanged 179
		SP:Iteration 29Q (98226.520000 sec): 3 clusters
  Score: Raw -1945816.972948 + Penalty 3165.891264 = -1942651.081684
  nChanged 165
		SP:Iteration 30Q (98226.750000 sec): 3 clusters
  Score: Raw -1945862.023442 + Penalty 3165.891264 = -1942696.132178
  nChanged 155
		SP:Iteration 31Q (98227.010000 sec): 3 clusters
  Score: Raw -1945911.507518 + Penalty 3165.891264 = -1942745.616254
  nChanged 163
		SP:Iteration 32Q (98227.270000 sec): 3 clusters
  Score: Raw -1945971.565450 + Penalty 3165.891264 = -1942805.674186
  nChanged 167
		SP:Iteration 33Q (98227.500000 sec): 3 clusters
  Score: Raw -1946041.547095 + Penalty 3165.891264 = -1942875.655831
  nChanged 163
		SP:Iteration 34Q (98227.760000 sec): 3 clusters
  Score: Raw -1946117.216026 + Penalty 3165.891264 = -1942951.324762
  nChanged 172
		SP:Iteration 35Q (98228.030000 sec): 3 clusters
  Score: Raw -1946209.559251 + Penalty 3165.891264 = -1943043.667987
  nChanged 161
		SP:Iteration 36Q (98228.240000 sec): 3 clusters
  Score: Raw -1946307.024959 + Penalty 3165.891264 = -1943141.133695
  nChanged 144
		SP:Iteration 37Q (98228.520000 sec): 3 clusters
  Score: Raw -1946396.746709 + Penalty 3165.891264 = -1943230.855445
  nChanged 131
		SP:Iteration 38Q (98228.780000 sec): 3 clusters
  Score: Raw -1946462.272781 + Penalty 3165.891264 = -1943296.381517
  nChanged 127
		SP:Iteration 39Q (98229.010000 sec): 3 clusters
  Score: Raw -1946516.789093 + Penalty 3165.891264 = -1943350.897828
  nChanged 109
		SP:Iteration 40F (98229.280000 sec): 3 clusters
  Score: Raw -1946554.507359 + Penalty 3165.891264 = -1943388.616095
  nChanged 76
		SP:Iteration 41Q (98229.540000 sec): 3 clusters
  Score: Raw -1946586.986827 + Penalty 3165.891264 = -1943421.095563
  nChanged 59
		SP:Iteration 42Q (98229.800000 sec): 3 clusters
  Score: Raw -1946610.092187 + Penalty 3165.891264 = -1943444.200923
  nChanged 58
		SP:Iteration 43Q (98230.070000 sec): 3 clusters
  Score: Raw -1946624.289973 + Penalty 3165.891264 = -1943458.398709
  nChanged 48
		SP:Iteration 44Q (98230.330000 sec): 3 clusters
  Score: Raw -1946636.037160 + Penalty 3165.891264 = -1943470.145896
  nChanged 38
		SP:Iteration 45Q (98230.520000 sec): 3 clusters
  Score: Raw -1946643.578686 + Penalty 3165.891264 = -1943477.687422
  nChanged 24
		SP:Iteration 46Q (98230.800000 sec): 3 clusters
  Score: Raw -1946647.491782 + Penalty 3165.891264 = -1943481.600518
  nChanged 19
		SP:Iteration 47Q (98231.040000 sec): 3 clusters
  Score: Raw -1946650.964383 + Penalty 3165.891264 = -1943485.073119
  nChanged 14
		SP:Iteration 48Q (98231.310000 sec): 3 clusters
  Score: Raw -1946653.029851 + Penalty 3165.891264 = -1943487.138587
  nChanged 17
		SP:Iteration 49Q (98231.520000 sec): 3 clusters
  Score: Raw -1946656.875620 + Penalty 3165.891264 = -1943490.984356
  nChanged 14
		SP:Iteration 50Q (98231.780000 sec): 3 clusters
  Score: Raw -1946659.061155 + Penalty 3165.891264 = -1943493.169891
  nChanged 10
		SP:Iteration 51Q (98232.000000 sec): 3 clusters
  Score: Raw -1946660.023808 + Penalty 3165.891264 = -1943494.132543
  nChanged 7
		SP:Iteration 52Q (98232.300000 sec): 3 clusters
  Score: Raw -1946661.149592 + Penalty 3165.891264 = -1943495.258327
  nChanged 14
		SP:Iteration 53Q (98232.540000 sec): 3 clusters
  Score: Raw -1946663.065805 + Penalty 3165.891264 = -1943497.174541
  nChanged 9
		SP:Iteration 54Q (98232.780000 sec): 3 clusters
  Score: Raw -1946664.182897 + Penalty 3165.891264 = -1943498.291633
  nChanged 9
		SP:Iteration 55Q (98233.020000 sec): 3 clusters
  Score: Raw -1946665.227466 + Penalty 3165.891264 = -1943499.336202
  nChanged 9
		SP:Iteration 56Q (98233.290000 sec): 3 clusters
  Score: Raw -1946667.003994 + Penalty 3165.891264 = -1943501.112730
  nChanged 10
		SP:Iteration 57Q (98233.510000 sec): 3 clusters
  Score: Raw -1946668.567644 + Penalty 3165.891264 = -1943502.676380
  nChanged 12
		SP:Iteration 58Q (98233.750000 sec): 3 clusters
  Score: Raw -1946670.341497 + Penalty 3165.891264 = -1943504.450233
  nChanged 7
		SP:Iteration 59Q (98234.030000 sec): 3 clusters
  Score: Raw -1946671.352790 + Penalty 3165.891264 = -1943505.461526
  nChanged 2
		SP:Iteration 60F (98234.270000 sec): 3 clusters
  Score: Raw -1946671.695792 + Penalty 3165.891264 = -1943505.804528
  nChanged 3
		SP:Iteration 61Q (98234.540000 sec): 3 clusters
  Score: Raw -1946672.347593 + Penalty 3165.891264 = -1943506.456329
  nChanged 2
		SP:Iteration 62Q (98234.800000 sec): 3 clusters
  Score: Raw -1946672.503611 + Penalty 3165.891264 = -1943506.612347
  nChanged 1
		SP:Iteration 63Q (98235.080000 sec): 3 clusters
  Score: Raw -1946672.703349 + Penalty 3165.891264 = -1943506.812085
  nChanged 3
		SP:Iteration 64Q (98235.320000 sec): 3 clusters
  Score: Raw -1946673.112723 + Penalty 3165.891264 = -1943507.221459
  nChanged 1
		SP:Iteration 65Q (98235.580000 sec): 3 clusters
  Score: Raw -1946673.212331 + Penalty 3165.891264 = -1943507.321067
  nChanged 1
		SP:Iteration 66Q (98235.800000 sec): 3 clusters
  Score: Raw -1946673.240639 + Penalty 3165.891264 = -1943507.349375
  nChanged 0
		SP:Iteration 67F (98236.040000 sec): 3 clusters
  Score: Raw -1946673.240639 + Penalty 3165.891264 = -1943507.349375
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98236.170000 sec): 2 clusters
  Score: Raw -866645.843002 + Penalty 1438.465074 = -865207.377928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98236.420000 sec): 3 clusters
  Score: Raw -862834.220516 + Penalty 2876.930148 = -859957.290367
  nChanged 2911
		SP:Iteration 1F (98236.590000 sec): 3 clusters
  Score: Raw -864435.281583 + Penalty 2876.930148 = -861558.351434
  nChanged 472
		SP:Iteration 2F (98236.790000 sec): 3 clusters
  Score: Raw -864672.357743 + Penalty 2876.930148 = -861795.427595
  nChanged 388
		SP:Iteration 3F (98237.000000 sec): 3 clusters
  Score: Raw -864864.603164 + Penalty 2876.930148 = -861987.673016
  nChanged 346
		SP:Iteration 4Q (98237.210000 sec): 3 clusters
  Score: Raw -865048.270784 + Penalty 2876.930148 = -862171.340636
  nChanged 328
		SP:Iteration 5Q (98237.410000 sec): 3 clusters
  Score: Raw -865230.413716 + Penalty 2876.930148 = -862353.483568
  nChanged 331
		SP:Iteration 6Q (98237.620000 sec): 3 clusters
  Score: Raw -865431.759541 + Penalty 2876.930148 = -862554.829393
  nChanged 290
		SP:Iteration 7Q (98237.820000 sec): 3 clusters
  Score: Raw -865631.170476 + Penalty 2876.930148 = -862754.240328
  nChanged 294
		SP:Iteration 8Q (98238.000000 sec): 3 clusters
  Score: Raw -865842.712073 + Penalty 2876.930148 = -862965.781925
  nChanged 264
		SP:Iteration 9Q (98238.220000 sec): 3 clusters
  Score: Raw -866067.262575 + Penalty 2876.930148 = -863190.332426
  nChanged 262
		SP:Iteration 10Q (98238.440000 sec): 3 clusters
  Score: Raw -866285.523581 + Penalty 2876.930148 = -863408.593433
  nChanged 206
		SP:Iteration 11Q (98238.610000 sec): 3 clusters
  Score: Raw -866442.308285 + Penalty 2876.930148 = -863565.378137
  nChanged 175
		SP:Iteration 12Q (98238.800000 sec): 3 clusters
  Score: Raw -866567.093835 + Penalty 2876.930148 = -863690.163687
  nChanged 138
		SP:Iteration 13Q (98238.980000 sec): 3 clusters
  Score: Raw -866666.463548 + Penalty 2876.930148 = -863789.533400
  nChanged 127
		SP:Iteration 14Q (98239.180000 sec): 3 clusters
  Score: Raw -866736.675832 + Penalty 2876.930148 = -863859.745684
  nChanged 78
		SP:Iteration 15Q (98239.360000 sec): 3 clusters
  Score: Raw -866772.650403 + Penalty 2876.930148 = -863895.720255
  nChanged 63
		SP:Iteration 16Q (98239.540000 sec): 3 clusters
  Score: Raw -866800.422440 + Penalty 2876.930148 = -863923.492292
  nChanged 45
		SP:Iteration 17Q (98239.700000 sec): 3 clusters
  Score: Raw -866819.151850 + Penalty 2876.930148 = -863942.221702
  nChanged 37
		SP:Iteration 18Q (98239.930000 sec): 3 clusters
  Score: Raw -866836.559529 + Penalty 2876.930148 = -863959.629381
  nChanged 45
		SP:Iteration 19Q (98240.140000 sec): 3 clusters
  Score: Raw -866853.688418 + Penalty 2876.930148 = -863976.758270
  nChanged 38
		SP:Iteration 20F (98240.320000 sec): 3 clusters
  Score: Raw -866869.529717 + Penalty 2876.930148 = -863992.599568
  nChanged 36
		SP:Iteration 21Q (98240.480000 sec): 3 clusters
  Score: Raw -866891.424914 + Penalty 2876.930148 = -864014.494766
  nChanged 46
		SP:Iteration 22Q (98240.660000 sec): 3 clusters
  Score: Raw -866925.394734 + Penalty 2876.930148 = -864048.464586
  nChanged 35
		SP:Iteration 23Q (98240.840000 sec): 3 clusters
  Score: Raw -866948.248134 + Penalty 2876.930148 = -864071.317986
  nChanged 38
		SP:Iteration 24Q (98241.090000 sec): 3 clusters
  Score: Raw -866963.846406 + Penalty 2876.930148 = -864086.916258
  nChanged 29
		SP:Iteration 25Q (98241.270000 sec): 3 clusters
  Score: Raw -866972.302698 + Penalty 2876.930148 = -864095.372550
  nChanged 20
		SP:Iteration 26Q (98241.470000 sec): 3 clusters
  Score: Raw -866979.749815 + Penalty 2876.930148 = -864102.819667
  nChanged 22
		SP:Iteration 27Q (98241.690000 sec): 3 clusters
  Score: Raw -866990.188468 + Penalty 2876.930148 = -864113.258320
  nChanged 21
		SP:Iteration 28Q (98241.870000 sec): 3 clusters
  Score: Raw -866996.759169 + Penalty 2876.930148 = -864119.829021
  nChanged 14
		SP:Iteration 29Q (98242.110000 sec): 3 clusters
  Score: Raw -867002.573060 + Penalty 2876.930148 = -864125.642912
  nChanged 14
		SP:Iteration 30Q (98242.290000 sec): 3 clusters
  Score: Raw -867007.611160 + Penalty 2876.930148 = -864130.681012
  nChanged 9
		SP:Iteration 31Q (98242.460000 sec): 3 clusters
  Score: Raw -867011.091244 + Penalty 2876.930148 = -864134.161096
  nChanged 10
		SP:Iteration 32Q (98242.660000 sec): 3 clusters
  Score: Raw -867013.647565 + Penalty 2876.930148 = -864136.717417
  nChanged 8
		SP:Iteration 33Q (98242.860000 sec): 3 clusters
  Score: Raw -867017.009514 + Penalty 2876.930148 = -864140.079366
  nChanged 9
		SP:Iteration 34Q (98243.030000 sec): 3 clusters
  Score: Raw -867019.223766 + Penalty 2876.930148 = -864142.293618
  nChanged 2
		SP:Iteration 35Q (98243.230000 sec): 3 clusters
  Score: Raw -867019.755768 + Penalty 2876.930148 = -864142.825620
  nChanged 3
		SP:Iteration 36Q (98243.440000 sec): 3 clusters
  Score: Raw -867020.686299 + Penalty 2876.930148 = -864143.756151
  nChanged 2
		SP:Iteration 37Q (98243.600000 sec): 3 clusters
  Score: Raw -867021.419177 + Penalty 2876.930148 = -864144.489029
  nChanged 0
		SP:Iteration 38F (98243.770000 sec): 3 clusters
  Score: Raw -867021.419177 + Penalty 2876.930148 = -864144.489029
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98243.880000 sec): 2 clusters
  Score: Raw -160733.150263 + Penalty 1184.117417 = -159549.032846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98244.060000 sec): 3 clusters
  Score: Raw -160174.872922 + Penalty 2368.234834 = -157806.638088
  nChanged 495
		SP:Iteration 1F (98244.280000 sec): 3 clusters
  Score: Raw -160702.119293 + Penalty 2368.234834 = -158333.884459
  nChanged 149
		SP:Iteration 2F (98244.350000 sec): 3 clusters
  Score: Raw -160920.351854 + Penalty 2368.234834 = -158552.117020
  nChanged 114
		SP:Iteration 3F (98244.490000 sec): 3 clusters
  Score: Raw -161083.862828 + Penalty 2368.234834 = -158715.627994
  nChanged 78
		SP:Iteration 4F (98244.640000 sec): 3 clusters
  Score: Raw -161191.696556 + Penalty 2368.234834 = -158823.461723
  nChanged 69
		SP:Iteration 5Q (98244.860000 sec): 3 clusters
  Score: Raw -161295.262423 + Penalty 2368.234834 = -158927.027589
  nChanged 64
		SP:Iteration 6Q (98245.030000 sec): 3 clusters
  Score: Raw -161402.081072 + Penalty 2368.234834 = -159033.846238
  nChanged 46
		SP:Iteration 7Q (98245.180000 sec): 3 clusters
  Score: Raw -161450.384869 + Penalty 2368.234834 = -159082.150035
  nChanged 29
		SP:Iteration 8Q (98245.320000 sec): 3 clusters
  Score: Raw -161480.486988 + Penalty 2368.234834 = -159112.252154
  nChanged 17
		SP:Iteration 9Q (98245.500000 sec): 3 clusters
  Score: Raw -161491.904390 + Penalty 2368.234834 = -159123.669556
  nChanged 17
		SP:Iteration 10Q (98245.670000 sec): 3 clusters
  Score: Raw -161505.451629 + Penalty 2368.234834 = -159137.216795
  nChanged 10
		SP:Iteration 11Q (98245.870000 sec): 3 clusters
  Score: Raw -161515.775481 + Penalty 2368.234834 = -159147.540647
  nChanged 16
		SP:Iteration 12Q (98246.080000 sec): 3 clusters
  Score: Raw -161525.101873 + Penalty 2368.234834 = -159156.867039
  nChanged 12
		SP:Iteration 13Q (98246.250000 sec): 3 clusters
  Score: Raw -161534.773726 + Penalty 2368.234834 = -159166.538893
  nChanged 13
		SP:Iteration 14Q (98246.430000 sec): 3 clusters
  Score: Raw -161545.777836 + Penalty 2368.234834 = -159177.543002
  nChanged 8
		SP:Iteration 15Q (98246.620000 sec): 3 clusters
  Score: Raw -161563.271399 + Penalty 2368.234834 = -159195.036566
  nChanged 12
		SP:Iteration 16Q (98246.800000 sec): 3 clusters
  Score: Raw -161574.828837 + Penalty 2368.234834 = -159206.594003
  nChanged 10
		SP:Iteration 17Q (98246.950000 sec): 3 clusters
  Score: Raw -161582.617718 + Penalty 2368.234834 = -159214.382884
  nChanged 4
		SP:Iteration 18Q (98247.180000 sec): 3 clusters
  Score: Raw -161584.826804 + Penalty 2368.234834 = -159216.591970
  nChanged 0
		SP:Iteration 19F (98247.310000 sec): 3 clusters
  Score: Raw -161584.826804 + Penalty 2368.234834 = -159216.591970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (105649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98247.980000 sec): 2 clusters
  Score: Raw -12904060.603157 + Penalty 1879.780103 = -12902180.823054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98248.630000 sec): 3 clusters
  Score: Raw -12835298.642261 + Penalty 3759.560206 = -12831539.082055
  nChanged 50477
		SP:Iteration 1F (98249.280000 sec): 3 clusters
  Score: Raw -12864465.027224 + Penalty 3759.560206 = -12860705.467017
  nChanged 3289
		SP:Iteration 2Q (98249.960000 sec): 3 clusters
  Score: Raw -12865238.342579 + Penalty 3759.560206 = -12861478.782373
  nChanged 3682
		SP:Iteration 3Q (98250.630000 sec): 3 clusters
  Score: Raw -12866299.857604 + Penalty 3759.560206 = -12862540.297398
  nChanged 4408
		SP:Iteration 4Q (98251.310000 sec): 3 clusters
  Score: Raw -12867917.242437 + Penalty 3759.560206 = -12864157.682231
  nChanged 5302
		SP:Iteration 5F (98252.010000 sec): 3 clusters
  Score: Raw -12870230.149632 + Penalty 3759.560206 = -12866470.589426
  nChanged 6056
		SP:Iteration 6F (98252.730000 sec): 3 clusters
  Score: Raw -12873183.947861 + Penalty 3759.560206 = -12869424.387654
  nChanged 6424
		SP:Iteration 7F (98253.440000 sec): 3 clusters
  Score: Raw -12876385.196191 + Penalty 3759.560206 = -12872625.635984
  nChanged 6241
		SP:Iteration 8F (98254.110000 sec): 3 clusters
  Score: Raw -12879366.321239 + Penalty 3759.560206 = -12875606.761033
  nChanged 5483
		SP:Iteration 9F (98254.850000 sec): 3 clusters
  Score: Raw -12881834.560834 + Penalty 3759.560206 = -12878075.000628
  nChanged 4744
		SP:Iteration 10Q (98255.650000 sec): 3 clusters
  Score: Raw -12883796.538677 + Penalty 3759.560206 = -12880036.978471
  nChanged 4061
		SP:Iteration 11Q (98256.370000 sec): 3 clusters
  Score: Raw -12885544.043158 + Penalty 3759.560206 = -12881784.482952
  nChanged 3924
		SP:Iteration 12Q (98257.110000 sec): 3 clusters
  Score: Raw -12887432.068569 + Penalty 3759.560206 = -12883672.508362
  nChanged 4110
		SP:Iteration 13Q (98257.850000 sec): 3 clusters
  Score: Raw -12889743.585930 + Penalty 3759.560206 = -12885984.025724
  nChanged 4355
		SP:Iteration 14Q (98258.580000 sec): 3 clusters
  Score: Raw -12892729.677952 + Penalty 3759.560206 = -12888970.117745
  nChanged 4253
		SP:Iteration 15Q (98259.340000 sec): 3 clusters
  Score: Raw -12896332.987499 + Penalty 3759.560206 = -12892573.427292
  nChanged 3647
		SP:Iteration 16Q (98260.080000 sec): 3 clusters
  Score: Raw -12899883.903683 + Penalty 3759.560206 = -12896124.343476
  nChanged 2461
		SP:Iteration 17Q (98260.860000 sec): 3 clusters
  Score: Raw -12902330.281126 + Penalty 3759.560206 = -12898570.720920
  nChanged 1181
		SP:Iteration 18Q (98261.580000 sec): 3 clusters
  Score: Raw -12903477.663470 + Penalty 3759.560206 = -12899718.103263
  nChanged 474
		SP:Iteration 19Q (98262.250000 sec): 3 clusters
  Score: Raw -12903948.791493 + Penalty 3759.560206 = -12900189.231287
  nChanged 167
		SP:Iteration 20F (98262.960000 sec): 3 clusters
  Score: Raw -12904128.320868 + Penalty 3759.560206 = -12900368.760661
  nChanged 65
		SP:Iteration 21Q (98263.540000 sec): 3 clusters
  Score: Raw -12904206.692707 + Penalty 3759.560206 = -12900447.132500
  nChanged 38
		SP:Iteration 22Q (98264.170000 sec): 3 clusters
  Score: Raw -12904245.559170 + Penalty 3759.560206 = -12900485.998964
  nChanged 17
		SP:Iteration 23Q (98264.800000 sec): 3 clusters
  Score: Raw -12904265.663555 + Penalty 3759.560206 = -12900506.103349
  nChanged 14
		SP:Iteration 24Q (98265.440000 sec): 3 clusters
  Score: Raw -12904283.053932 + Penalty 3759.560206 = -12900523.493726
  nChanged 12
		SP:Iteration 25Q (98266.090000 sec): 3 clusters
  Score: Raw -12904294.680778 + Penalty 3759.560206 = -12900535.120572
  nChanged 9
		SP:Iteration 26Q (98266.680000 sec): 3 clusters
  Score: Raw -12904304.866570 + Penalty 3759.560206 = -12900545.306363
  nChanged 4
		SP:Iteration 27Q (98267.240000 sec): 3 clusters
  Score: Raw -12904309.172668 + Penalty 3759.560206 = -12900549.612462
  nChanged 2
		SP:Iteration 28Q (98267.820000 sec): 3 clusters
  Score: Raw -12904313.089560 + Penalty 3759.560206 = -12900553.529354
  nChanged 2
		SP:Iteration 29Q (98268.390000 sec): 3 clusters
  Score: Raw -12904315.113479 + Penalty 3759.560206 = -12900555.553272
  nChanged 1
		SP:Iteration 30Q (98269.000000 sec): 3 clusters
  Score: Raw -12904316.375245 + Penalty 3759.560206 = -12900556.815039
  nChanged 0
		SP:Iteration 31F (98269.730000 sec): 3 clusters
  Score: Raw -12904316.375245 + Penalty 3759.560206 = -12900556.815039
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 48 (1484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98269.950000 sec): 2 clusters
  Score: Raw -149609.600661 + Penalty 1186.655669 = -148422.944992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98270.110000 sec): 3 clusters
  Score: Raw -149090.240700 + Penalty 2373.311338 = -146716.929362
  nChanged 506
		SP:Iteration 1F (98270.260000 sec): 3 clusters
  Score: Raw -149572.615194 + Penalty 2373.311338 = -147199.303856
  nChanged 168
		SP:Iteration 2F (98270.410000 sec): 3 clusters
  Score: Raw -149848.730728 + Penalty 2373.311338 = -147475.419390
  nChanged 125
		SP:Iteration 3F (98270.560000 sec): 3 clusters
  Score: Raw -150073.056927 + Penalty 2373.311338 = -147699.745589
  nChanged 99
		SP:Iteration 4F (98270.730000 sec): 3 clusters
  Score: Raw -150238.774264 + Penalty 2373.311338 = -147865.462927
  nChanged 78
		SP:Iteration 5F (98270.950000 sec): 3 clusters
  Score: Raw -150339.143578 + Penalty 2373.311338 = -147965.832240
  nChanged 48
		SP:Iteration 6Q (98271.100000 sec): 3 clusters
  Score: Raw -150392.832320 + Penalty 2373.311338 = -148019.520982
  nChanged 44
		SP:Iteration 7Q (98271.310000 sec): 3 clusters
  Score: Raw -150434.660360 + Penalty 2373.311338 = -148061.349022
  nChanged 33
		SP:Iteration 8Q (98271.480000 sec): 3 clusters
  Score: Raw -150476.273740 + Penalty 2373.311338 = -148102.962402
  nChanged 22
		SP:Iteration 9Q (98271.650000 sec): 3 clusters
  Score: Raw -150491.103554 + Penalty 2373.311338 = -148117.792216
  nChanged 15
		SP:Iteration 10Q (98271.850000 sec): 3 clusters
  Score: Raw -150504.307394 + Penalty 2373.311338 = -148130.996056
  nChanged 13
		SP:Iteration 11Q (98271.990000 sec): 3 clusters
  Score: Raw -150514.262755 + Penalty 2373.311338 = -148140.951417
  nChanged 11
		SP:Iteration 12Q (98272.180000 sec): 3 clusters
  Score: Raw -150533.377611 + Penalty 2373.311338 = -148160.066273
  nChanged 16
		SP:Iteration 13Q (98272.340000 sec): 3 clusters
  Score: Raw -150552.379664 + Penalty 2373.311338 = -148179.068326
  nChanged 13
		SP:Iteration 14Q (98272.550000 sec): 3 clusters
  Score: Raw -150563.798457 + Penalty 2373.311338 = -148190.487119
  nChanged 3
		SP:Iteration 15Q (98272.730000 sec): 3 clusters
  Score: Raw -150566.318899 + Penalty 2373.311338 = -148193.007562
  nChanged 2
		SP:Iteration 16Q (98272.880000 sec): 3 clusters
  Score: Raw -150567.126651 + Penalty 2373.311338 = -148193.815314
  nChanged 3
		SP:Iteration 17Q (98273.040000 sec): 3 clusters
  Score: Raw -150568.814075 + Penalty 2373.311338 = -148195.502737
  nChanged 2
		SP:Iteration 18Q (98273.230000 sec): 3 clusters
  Score: Raw -150569.366943 + Penalty 2373.311338 = -148196.055605
  nChanged 2
		SP:Iteration 19Q (98273.380000 sec): 3 clusters
  Score: Raw -150569.930969 + Penalty 2373.311338 = -148196.619631
  nChanged 1
		SP:Iteration 20F (98273.590000 sec): 3 clusters
  Score: Raw -150570.089900 + Penalty 2373.311338 = -148196.778563
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98273.680000 sec): 2 clusters
  Score: Raw -49866.967087 + Penalty 992.752732 = -48874.214355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98273.820000 sec): 3 clusters
  Score: Raw -49851.704980 + Penalty 1985.505464 = -47866.199516
  nChanged 85
		SP:Iteration 1F (98274.010000 sec): 3 clusters
  Score: Raw -49969.153090 + Penalty 1985.505464 = -47983.647625
  nChanged 24
		SP:Iteration 2F (98274.160000 sec): 3 clusters
  Score: Raw -50014.814898 + Penalty 1985.505464 = -48029.309434
  nChanged 14
		SP:Iteration 3Q (98274.310000 sec): 3 clusters
  Score: Raw -50031.612456 + Penalty 1985.505464 = -48046.106992
  nChanged 4
		SP:Iteration 4Q (98274.510000 sec): 3 clusters
  Score: Raw -50036.082276 + Penalty 1985.505464 = -48050.576811
  nChanged 4
		SP:Iteration 5Q (98274.650000 sec): 3 clusters
  Score: Raw -50039.628061 + Penalty 1985.505464 = -48054.122596
  nChanged 0
		SP:Iteration 6F (98274.810000 sec): 3 clusters
  Score: Raw -50039.628061 + Penalty 1985.505464 = -48054.122596
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98274.940000 sec): 2 clusters
  Score: Raw -1109950.979075 + Penalty 1485.132013 = -1108465.847062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98275.150000 sec): 3 clusters
  Score: Raw -1104754.480363 + Penalty 2970.264025 = -1101784.216338
  nChanged 3982
		SP:Iteration 1F (98275.350000 sec): 3 clusters
  Score: Raw -1107058.783422 + Penalty 2970.264025 = -1104088.519397
  nChanged 732
		SP:Iteration 2F (98275.560000 sec): 3 clusters
  Score: Raw -1107599.120993 + Penalty 2970.264025 = -1104628.856968
  nChanged 692
		SP:Iteration 3F (98275.800000 sec): 3 clusters
  Score: Raw -1108251.076750 + Penalty 2970.264025 = -1105280.812725
  nChanged 729
		SP:Iteration 4F (98276.000000 sec): 3 clusters
  Score: Raw -1108933.182030 + Penalty 2970.264025 = -1105962.918005
  nChanged 575
		SP:Iteration 5F (98276.170000 sec): 3 clusters
  Score: Raw -1109419.408405 + Penalty 2970.264025 = -1106449.144379
  nChanged 468
		SP:Iteration 6F (98276.400000 sec): 3 clusters
  Score: Raw -1109719.976213 + Penalty 2970.264025 = -1106749.712188
  nChanged 344
		SP:Iteration 7Q (98276.640000 sec): 3 clusters
  Score: Raw -1109909.660078 + Penalty 2970.264025 = -1106939.396053
  nChanged 282
		SP:Iteration 8Q (98276.850000 sec): 3 clusters
  Score: Raw -1110047.548987 + Penalty 2970.264025 = -1107077.284961
  nChanged 218
		SP:Iteration 9Q (98277.040000 sec): 3 clusters
  Score: Raw -1110123.922638 + Penalty 2970.264025 = -1107153.658613
  nChanged 148
		SP:Iteration 10Q (98277.260000 sec): 3 clusters
  Score: Raw -1110165.365092 + Penalty 2970.264025 = -1107195.101067
  nChanged 129
		SP:Iteration 11Q (98277.500000 sec): 3 clusters
  Score: Raw -1110198.413797 + Penalty 2970.264025 = -1107228.149771
  nChanged 106
		SP:Iteration 12Q (98277.690000 sec): 3 clusters
  Score: Raw -1110222.362153 + Penalty 2970.264025 = -1107252.098128
  nChanged 88
		SP:Iteration 13Q (98277.900000 sec): 3 clusters
  Score: Raw -1110242.509299 + Penalty 2970.264025 = -1107272.245273
  nChanged 77
		SP:Iteration 14Q (98278.130000 sec): 3 clusters
  Score: Raw -1110259.780853 + Penalty 2970.264025 = -1107289.516828
  nChanged 80
		SP:Iteration 15Q (98278.380000 sec): 3 clusters
  Score: Raw -1110280.333269 + Penalty 2970.264025 = -1107310.069243
  nChanged 84
		SP:Iteration 16Q (98278.560000 sec): 3 clusters
  Score: Raw -1110299.357861 + Penalty 2970.264025 = -1107329.093836
  nChanged 72
		SP:Iteration 17Q (98278.810000 sec): 3 clusters
  Score: Raw -1110315.045243 + Penalty 2970.264025 = -1107344.781218
  nChanged 68
		SP:Iteration 18Q (98279.010000 sec): 3 clusters
  Score: Raw -1110334.419215 + Penalty 2970.264025 = -1107364.155190
  nChanged 91
		SP:Iteration 19Q (98279.210000 sec): 3 clusters
  Score: Raw -1110357.255441 + Penalty 2970.264025 = -1107386.991416
  nChanged 84
		SP:Iteration 20F (98279.460000 sec): 3 clusters
  Score: Raw -1110381.970430 + Penalty 2970.264025 = -1107411.706405
  nChanged 102
		SP:Iteration 21Q (98279.700000 sec): 3 clusters
  Score: Raw -1110410.443151 + Penalty 2970.264025 = -1107440.179126
  nChanged 87
		SP:Iteration 22Q (98279.890000 sec): 3 clusters
  Score: Raw -1110433.442874 + Penalty 2970.264025 = -1107463.178849
  nChanged 81
		SP:Iteration 23Q (98280.090000 sec): 3 clusters
  Score: Raw -1110459.217747 + Penalty 2970.264025 = -1107488.953722
  nChanged 83
		SP:Iteration 24Q (98280.310000 sec): 3 clusters
  Score: Raw -1110484.506813 + Penalty 2970.264025 = -1107514.242787
  nChanged 77
		SP:Iteration 25Q (98280.510000 sec): 3 clusters
  Score: Raw -1110501.961073 + Penalty 2970.264025 = -1107531.697048
  nChanged 60
		SP:Iteration 26Q (98280.710000 sec): 3 clusters
  Score: Raw -1110514.509052 + Penalty 2970.264025 = -1107544.245027
  nChanged 55
		SP:Iteration 27Q (98280.910000 sec): 3 clusters
  Score: Raw -1110527.963711 + Penalty 2970.264025 = -1107557.699686
  nChanged 62
		SP:Iteration 28Q (98281.120000 sec): 3 clusters
  Score: Raw -1110542.533249 + Penalty 2970.264025 = -1107572.269224
  nChanged 61
		SP:Iteration 29Q (98281.340000 sec): 3 clusters
  Score: Raw -1110557.922984 + Penalty 2970.264025 = -1107587.658959
  nChanged 62
		SP:Iteration 30Q (98281.540000 sec): 3 clusters
  Score: Raw -1110570.439370 + Penalty 2970.264025 = -1107600.175345
  nChanged 50
		SP:Iteration 31Q (98281.760000 sec): 3 clusters
  Score: Raw -1110581.101767 + Penalty 2970.264025 = -1107610.837742
  nChanged 54
		SP:Iteration 32Q (98281.960000 sec): 3 clusters
  Score: Raw -1110593.646444 + Penalty 2970.264025 = -1107623.382419
  nChanged 59
		SP:Iteration 33Q (98282.200000 sec): 3 clusters
  Score: Raw -1110610.827899 + Penalty 2970.264025 = -1107640.563874
  nChanged 65
		SP:Iteration 34Q (98282.400000 sec): 3 clusters
  Score: Raw -1110632.338665 + Penalty 2970.264025 = -1107662.074640
  nChanged 81
		SP:Iteration 35Q (98282.600000 sec): 3 clusters
  Score: Raw -1110660.906164 + Penalty 2970.264025 = -1107690.642139
  nChanged 100
		SP:Iteration 36Q (98282.840000 sec): 3 clusters
  Score: Raw -1110699.678972 + Penalty 2970.264025 = -1107729.414947
  nChanged 111
		SP:Iteration 37Q (98283.060000 sec): 3 clusters
  Score: Raw -1110745.858877 + Penalty 2970.264025 = -1107775.594852
  nChanged 106
		SP:Iteration 38Q (98283.290000 sec): 3 clusters
  Score: Raw -1110788.685748 + Penalty 2970.264025 = -1107818.421722
  nChanged 102
		SP:Iteration 39Q (98283.500000 sec): 3 clusters
  Score: Raw -1110834.223697 + Penalty 2970.264025 = -1107863.959672
  nChanged 123
		SP:Iteration 40F (98283.720000 sec): 3 clusters
  Score: Raw -1110892.472236 + Penalty 2970.264025 = -1107922.208211
  nChanged 142
		SP:Iteration 41Q (98283.940000 sec): 3 clusters
  Score: Raw -1110983.768364 + Penalty 2970.264025 = -1108013.504339
  nChanged 146
		SP:Iteration 42Q (98284.110000 sec): 3 clusters
  Score: Raw -1111079.891497 + Penalty 2970.264025 = -1108109.627472
  nChanged 152
		SP:Iteration 43Q (98284.320000 sec): 3 clusters
  Score: Raw -1111186.146793 + Penalty 2970.264025 = -1108215.882768
  nChanged 136
		SP:Iteration 44Q (98284.510000 sec): 3 clusters
  Score: Raw -1111269.955919 + Penalty 2970.264025 = -1108299.691893
  nChanged 107
		SP:Iteration 45Q (98284.730000 sec): 3 clusters
  Score: Raw -1111334.155436 + Penalty 2970.264025 = -1108363.891411
  nChanged 82
		SP:Iteration 46Q (98284.950000 sec): 3 clusters
  Score: Raw -1111370.929952 + Penalty 2970.264025 = -1108400.665927
  nChanged 58
		SP:Iteration 47Q (98285.200000 sec): 3 clusters
  Score: Raw -1111387.543200 + Penalty 2970.264025 = -1108417.279174
  nChanged 31
		SP:Iteration 48Q (98285.370000 sec): 3 clusters
  Score: Raw -1111396.410798 + Penalty 2970.264025 = -1108426.146773
  nChanged 30
		SP:Iteration 49Q (98285.610000 sec): 3 clusters
  Score: Raw -1111404.984344 + Penalty 2970.264025 = -1108434.720319
  nChanged 18
		SP:Iteration 50Q (98285.790000 sec): 3 clusters
  Score: Raw -1111409.095222 + Penalty 2970.264025 = -1108438.831197
  nChanged 13
		SP:Iteration 51Q (98286.000000 sec): 3 clusters
  Score: Raw -1111411.754222 + Penalty 2970.264025 = -1108441.490197
  nChanged 10
		SP:Iteration 52Q (98286.210000 sec): 3 clusters
  Score: Raw -1111414.123464 + Penalty 2970.264025 = -1108443.859439
  nChanged 8
		SP:Iteration 53Q (98286.440000 sec): 3 clusters
  Score: Raw -1111415.242489 + Penalty 2970.264025 = -1108444.978464
  nChanged 4
		SP:Iteration 54Q (98286.650000 sec): 3 clusters
  Score: Raw -1111415.620280 + Penalty 2970.264025 = -1108445.356255
  nChanged 2
		SP:Iteration 55Q (98286.830000 sec): 3 clusters
  Score: Raw -1111415.805427 + Penalty 2970.264025 = -1108445.541401
  nChanged 3
		SP:Iteration 56Q (98287.050000 sec): 3 clusters
  Score: Raw -1111416.256345 + Penalty 2970.264025 = -1108445.992320
  nChanged 4
		SP:Iteration 57Q (98287.260000 sec): 3 clusters
  Score: Raw -1111416.705352 + Penalty 2970.264025 = -1108446.441327
  nChanged 1
		SP:Iteration 58Q (98287.470000 sec): 3 clusters
  Score: Raw -1111416.756797 + Penalty 2970.264025 = -1108446.492772
  nChanged 0
		SP:Iteration 59F (98287.670000 sec): 3 clusters
  Score: Raw -1111416.756797 + Penalty 2970.264025 = -1108446.492772
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98287.750000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98287.930000 sec): 3 clusters
  Score: Raw -60234.474208 + Penalty 2041.128648 = -58193.345560
  nChanged 129
		SP:Iteration 1F (98288.110000 sec): 3 clusters
  Score: Raw -60432.430097 + Penalty 2041.128648 = -58391.301450
  nChanged 35
		SP:Iteration 2F (98288.280000 sec): 3 clusters
  Score: Raw -60514.366703 + Penalty 2041.128648 = -58473.238056
  nChanged 20
		SP:Iteration 3Q (98288.450000 sec): 3 clusters
  Score: Raw -60562.395003 + Penalty 2041.128648 = -58521.266356
  nChanged 9
		SP:Iteration 4Q (98288.660000 sec): 3 clusters
  Score: Raw -60577.343399 + Penalty 2041.128648 = -58536.214752
  nChanged 11
		SP:Iteration 5Q (98288.800000 sec): 3 clusters
  Score: Raw -60595.362224 + Penalty 2041.128648 = -58554.233577
  nChanged 8
		SP:Iteration 6Q (98288.990000 sec): 3 clusters
  Score: Raw -60611.075358 + Penalty 2041.128648 = -58569.946710
  nChanged 8
		SP:Iteration 7Q (98289.180000 sec): 3 clusters
  Score: Raw -60632.495702 + Penalty 2041.128648 = -58591.367055
  nChanged 10
		SP:Iteration 8Q (98289.340000 sec): 3 clusters
  Score: Raw -60653.708252 + Penalty 2041.128648 = -58612.579604
  nChanged 9
		SP:Iteration 9Q (98289.520000 sec): 3 clusters
  Score: Raw -60674.792618 + Penalty 2041.128648 = -58633.663971
  nChanged 13
		SP:Iteration 10Q (98289.650000 sec): 3 clusters
  Score: Raw -60707.849166 + Penalty 2041.128648 = -58666.720518
  nChanged 13
		SP:Iteration 11Q (98289.830000 sec): 3 clusters
  Score: Raw -60733.018810 + Penalty 2041.128648 = -58691.890163
  nChanged 5
		SP:Iteration 12Q (98289.980000 sec): 3 clusters
  Score: Raw -60742.103004 + Penalty 2041.128648 = -58700.974356
  nChanged 3
		SP:Iteration 13Q (98290.120000 sec): 3 clusters
  Score: Raw -60744.947364 + Penalty 2041.128648 = -58703.818716
  nChanged 0
		SP:Iteration 14F (98290.290000 sec): 3 clusters
  Score: Raw -60744.947364 + Penalty 2041.128648 = -58703.818716
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98290.360000 sec): 2 clusters
  Score: Raw -44970.562449 + Penalty 967.823573 = -44002.738876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98290.530000 sec): 3 clusters
  Score: Raw -44975.604739 + Penalty 1935.647145 = -43039.957594
  nChanged 71
		SP:Iteration 1F (98290.730000 sec): 3 clusters
  Score: Raw -45239.837849 + Penalty 1935.647145 = -43304.190704
  nChanged 28
		SP:Iteration 2F (98290.890000 sec): 3 clusters
  Score: Raw -45421.682558 + Penalty 1935.647145 = -43486.035413
  nChanged 32
		SP:Iteration 3F (98291.090000 sec): 3 clusters
  Score: Raw -45501.004433 + Penalty 1935.647145 = -43565.357288
  nChanged 21
		SP:Iteration 4F (98291.290000 sec): 3 clusters
  Score: Raw -45558.711279 + Penalty 1935.647145 = -43623.064134
  nChanged 12
		SP:Iteration 5Q (98291.430000 sec): 3 clusters
  Score: Raw -45595.654827 + Penalty 1935.647145 = -43660.007682
  nChanged 9
		SP:Iteration 6Q (98291.610000 sec): 3 clusters
  Score: Raw -45615.562550 + Penalty 1935.647145 = -43679.915405
  nChanged 1
		SP:Iteration 7Q (98291.780000 sec): 3 clusters
  Score: Raw -45616.940647 + Penalty 1935.647145 = -43681.293502
  nChanged 0
		SP:Iteration 8F (98291.960000 sec): 3 clusters
  Score: Raw -45616.940647 + Penalty 1935.647145 = -43681.293502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (12157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98292.120000 sec): 2 clusters
  Score: Raw -1455232.273405 + Penalty 1528.419817 = -1453703.853588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98292.350000 sec): 3 clusters
  Score: Raw -1448248.930824 + Penalty 3056.839635 = -1445192.091190
  nChanged 5296
		SP:Iteration 1F (98292.580000 sec): 3 clusters
  Score: Raw -1451274.830586 + Penalty 3056.839635 = -1448217.990951
  nChanged 720
		SP:Iteration 2F (98292.780000 sec): 3 clusters
  Score: Raw -1451604.480499 + Penalty 3056.839635 = -1448547.640864
  nChanged 687
		SP:Iteration 3F (98293.020000 sec): 3 clusters
  Score: Raw -1451927.696710 + Penalty 3056.839635 = -1448870.857075
  nChanged 680
		SP:Iteration 4F (98293.260000 sec): 3 clusters
  Score: Raw -1452302.422433 + Penalty 3056.839635 = -1449245.582798
  nChanged 659
		SP:Iteration 5F (98293.480000 sec): 3 clusters
  Score: Raw -1452691.812947 + Penalty 3056.839635 = -1449634.973313
  nChanged 631
		SP:Iteration 6F (98293.700000 sec): 3 clusters
  Score: Raw -1453055.140600 + Penalty 3056.839635 = -1449998.300965
  nChanged 587
		SP:Iteration 7Q (98293.920000 sec): 3 clusters
  Score: Raw -1453378.915453 + Penalty 3056.839635 = -1450322.075819
  nChanged 504
		SP:Iteration 8Q (98294.110000 sec): 3 clusters
  Score: Raw -1453641.081308 + Penalty 3056.839635 = -1450584.241673
  nChanged 419
		SP:Iteration 9Q (98294.370000 sec): 3 clusters
  Score: Raw -1453857.422275 + Penalty 3056.839635 = -1450800.582640
  nChanged 382
		SP:Iteration 10Q (98294.590000 sec): 3 clusters
  Score: Raw -1454053.095728 + Penalty 3056.839635 = -1450996.256094
  nChanged 299
		SP:Iteration 11Q (98294.800000 sec): 3 clusters
  Score: Raw -1454210.267083 + Penalty 3056.839635 = -1451153.427448
  nChanged 285
		SP:Iteration 12Q (98295.040000 sec): 3 clusters
  Score: Raw -1454350.848542 + Penalty 3056.839635 = -1451294.008908
  nChanged 256
		SP:Iteration 13Q (98295.280000 sec): 3 clusters
  Score: Raw -1454459.317175 + Penalty 3056.839635 = -1451402.477541
  nChanged 215
		SP:Iteration 14Q (98295.490000 sec): 3 clusters
  Score: Raw -1454538.124404 + Penalty 3056.839635 = -1451481.284769
  nChanged 174
		SP:Iteration 15Q (98295.750000 sec): 3 clusters
  Score: Raw -1454596.612945 + Penalty 3056.839635 = -1451539.773311
  nChanged 138
		SP:Iteration 16Q (98295.960000 sec): 3 clusters
  Score: Raw -1454638.864248 + Penalty 3056.839635 = -1451582.024613
  nChanged 119
		SP:Iteration 17Q (98296.240000 sec): 3 clusters
  Score: Raw -1454674.458688 + Penalty 3056.839635 = -1451617.619053
  nChanged 116
		SP:Iteration 18Q (98296.460000 sec): 3 clusters
  Score: Raw -1454702.891413 + Penalty 3056.839635 = -1451646.051778
  nChanged 90
		SP:Iteration 19Q (98296.690000 sec): 3 clusters
  Score: Raw -1454725.899824 + Penalty 3056.839635 = -1451669.060189
  nChanged 81
		SP:Iteration 20F (98296.920000 sec): 3 clusters
  Score: Raw -1454743.113889 + Penalty 3056.839635 = -1451686.274255
  nChanged 67
		SP:Iteration 21Q (98297.140000 sec): 3 clusters
  Score: Raw -1454757.480850 + Penalty 3056.839635 = -1451700.641215
  nChanged 81
		SP:Iteration 22Q (98297.360000 sec): 3 clusters
  Score: Raw -1454773.945035 + Penalty 3056.839635 = -1451717.105401
  nChanged 69
		SP:Iteration 23Q (98297.580000 sec): 3 clusters
  Score: Raw -1454788.336839 + Penalty 3056.839635 = -1451731.497204
  nChanged 61
		SP:Iteration 24Q (98297.840000 sec): 3 clusters
  Score: Raw -1454801.668717 + Penalty 3056.839635 = -1451744.829082
  nChanged 66
		SP:Iteration 25Q (98298.080000 sec): 3 clusters
  Score: Raw -1454814.798608 + Penalty 3056.839635 = -1451757.958973
  nChanged 65
		SP:Iteration 26Q (98298.300000 sec): 3 clusters
  Score: Raw -1454829.579175 + Penalty 3056.839635 = -1451772.739540
  nChanged 72
		SP:Iteration 27Q (98298.500000 sec): 3 clusters
  Score: Raw -1454844.114564 + Penalty 3056.839635 = -1451787.274930
  nChanged 76
		SP:Iteration 28Q (98298.710000 sec): 3 clusters
  Score: Raw -1454860.435176 + Penalty 3056.839635 = -1451803.595541
  nChanged 73
		SP:Iteration 29Q (98298.970000 sec): 3 clusters
  Score: Raw -1454876.519894 + Penalty 3056.839635 = -1451819.680259
  nChanged 69
		SP:Iteration 30Q (98299.220000 sec): 3 clusters
  Score: Raw -1454893.135363 + Penalty 3056.839635 = -1451836.295728
  nChanged 80
		SP:Iteration 31Q (98299.420000 sec): 3 clusters
  Score: Raw -1454915.556309 + Penalty 3056.839635 = -1451858.716675
  nChanged 96
		SP:Iteration 32Q (98299.660000 sec): 3 clusters
  Score: Raw -1454943.909887 + Penalty 3056.839635 = -1451887.070253
  nChanged 96
		SP:Iteration 33Q (98299.850000 sec): 3 clusters
  Score: Raw -1454976.643911 + Penalty 3056.839635 = -1451919.804276
  nChanged 104
		SP:Iteration 34Q (98300.090000 sec): 3 clusters
  Score: Raw -1455018.636367 + Penalty 3056.839635 = -1451961.796733
  nChanged 116
		SP:Iteration 35Q (98300.310000 sec): 3 clusters
  Score: Raw -1455071.643230 + Penalty 3056.839635 = -1452014.803595
  nChanged 128
		SP:Iteration 36Q (98300.540000 sec): 3 clusters
  Score: Raw -1455131.026078 + Penalty 3056.839635 = -1452074.186443
  nChanged 115
		SP:Iteration 37Q (98300.770000 sec): 3 clusters
  Score: Raw -1455186.534735 + Penalty 3056.839635 = -1452129.695100
  nChanged 126
		SP:Iteration 38Q (98300.970000 sec): 3 clusters
  Score: Raw -1455259.237079 + Penalty 3056.839635 = -1452202.397444
  nChanged 146
		SP:Iteration 39Q (98301.180000 sec): 3 clusters
  Score: Raw -1455373.702375 + Penalty 3056.839635 = -1452316.862741
  nChanged 144
		SP:Iteration 40F (98301.400000 sec): 3 clusters
  Score: Raw -1455523.845608 + Penalty 3056.839635 = -1452467.005973
  nChanged 123
		SP:Iteration 41Q (98301.640000 sec): 3 clusters
  Score: Raw -1455654.591052 + Penalty 3056.839635 = -1452597.751417
  nChanged 110
		SP:Iteration 42Q (98301.850000 sec): 3 clusters
  Score: Raw -1455759.666335 + Penalty 3056.839635 = -1452702.826700
  nChanged 86
		SP:Iteration 43Q (98302.070000 sec): 3 clusters
  Score: Raw -1455844.839888 + Penalty 3056.839635 = -1452788.000253
  nChanged 78
		SP:Iteration 44Q (98302.330000 sec): 3 clusters
  Score: Raw -1455920.320549 + Penalty 3056.839635 = -1452863.480914
  nChanged 66
		SP:Iteration 45Q (98302.560000 sec): 3 clusters
  Score: Raw -1455964.116255 + Penalty 3056.839635 = -1452907.276620
  nChanged 60
		SP:Iteration 46Q (98302.760000 sec): 3 clusters
  Score: Raw -1455992.614468 + Penalty 3056.839635 = -1452935.774833
  nChanged 46
		SP:Iteration 47Q (98302.990000 sec): 3 clusters
  Score: Raw -1456010.548904 + Penalty 3056.839635 = -1452953.709270
  nChanged 37
		SP:Iteration 48Q (98303.200000 sec): 3 clusters
  Score: Raw -1456024.108091 + Penalty 3056.839635 = -1452967.268456
  nChanged 25
		SP:Iteration 49Q (98303.430000 sec): 3 clusters
  Score: Raw -1456031.658603 + Penalty 3056.839635 = -1452974.818969
  nChanged 21
		SP:Iteration 50Q (98303.620000 sec): 3 clusters
  Score: Raw -1456036.195968 + Penalty 3056.839635 = -1452979.356334
  nChanged 10
		SP:Iteration 51Q (98303.860000 sec): 3 clusters
  Score: Raw -1456038.912350 + Penalty 3056.839635 = -1452982.072715
  nChanged 17
		SP:Iteration 52Q (98304.110000 sec): 3 clusters
  Score: Raw -1456042.502950 + Penalty 3056.839635 = -1452985.663315
  nChanged 7
		SP:Iteration 53Q (98304.370000 sec): 3 clusters
  Score: Raw -1456043.723108 + Penalty 3056.839635 = -1452986.883473
  nChanged 5
		SP:Iteration 54Q (98304.560000 sec): 3 clusters
  Score: Raw -1456044.653241 + Penalty 3056.839635 = -1452987.813607
  nChanged 3
		SP:Iteration 55Q (98304.780000 sec): 3 clusters
  Score: Raw -1456045.084417 + Penalty 3056.839635 = -1452988.244782
  nChanged 3
		SP:Iteration 56Q (98304.990000 sec): 3 clusters
  Score: Raw -1456045.557455 + Penalty 3056.839635 = -1452988.717820
  nChanged 1
		SP:Iteration 57Q (98305.220000 sec): 3 clusters
  Score: Raw -1456045.791296 + Penalty 3056.839635 = -1452988.951661
  nChanged 0
		SP:Iteration 58F (98305.430000 sec): 3 clusters
  Score: Raw -1456045.791296 + Penalty 3056.839635 = -1452988.951661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (1461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98305.560000 sec): 2 clusters
  Score: Raw -168026.056419 + Penalty 1184.117417 = -166841.939002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98305.720000 sec): 3 clusters
  Score: Raw -167495.247318 + Penalty 2368.234834 = -165127.012485
  nChanged 518
		SP:Iteration 1F (98305.910000 sec): 3 clusters
  Score: Raw -167889.561035 + Penalty 2368.234834 = -165521.326201
  nChanged 122
		SP:Iteration 2F (98306.110000 sec): 3 clusters
  Score: Raw -168008.665460 + Penalty 2368.234834 = -165640.430626
  nChanged 73
		SP:Iteration 3Q (98306.310000 sec): 3 clusters
  Score: Raw -168094.872998 + Penalty 2368.234834 = -165726.638164
  nChanged 65
		SP:Iteration 4Q (98306.460000 sec): 3 clusters
  Score: Raw -168175.666313 + Penalty 2368.234834 = -165807.431479
  nChanged 53
		SP:Iteration 5Q (98306.670000 sec): 3 clusters
  Score: Raw -168237.087111 + Penalty 2368.234834 = -165868.852277
  nChanged 44
		SP:Iteration 6Q (98306.830000 sec): 3 clusters
  Score: Raw -168291.700660 + Penalty 2368.234834 = -165923.465826
  nChanged 50
		SP:Iteration 7Q (98307.010000 sec): 3 clusters
  Score: Raw -168362.064676 + Penalty 2368.234834 = -165993.829842
  nChanged 47
		SP:Iteration 8Q (98307.180000 sec): 3 clusters
  Score: Raw -168415.049213 + Penalty 2368.234834 = -166046.814380
  nChanged 48
		SP:Iteration 9Q (98307.410000 sec): 3 clusters
  Score: Raw -168487.938851 + Penalty 2368.234834 = -166119.704017
  nChanged 51
		SP:Iteration 10Q (98307.580000 sec): 3 clusters
  Score: Raw -168593.853441 + Penalty 2368.234834 = -166225.618607
  nChanged 48
		SP:Iteration 11Q (98307.750000 sec): 3 clusters
  Score: Raw -168700.998243 + Penalty 2368.234834 = -166332.763409
  nChanged 42
		SP:Iteration 12Q (98307.900000 sec): 3 clusters
  Score: Raw -168767.810303 + Penalty 2368.234834 = -166399.575469
  nChanged 31
		SP:Iteration 13Q (98308.090000 sec): 3 clusters
  Score: Raw -168799.414572 + Penalty 2368.234834 = -166431.179738
  nChanged 33
		SP:Iteration 14Q (98308.310000 sec): 3 clusters
  Score: Raw -168835.729997 + Penalty 2368.234834 = -166467.495164
  nChanged 26
		SP:Iteration 15Q (98308.460000 sec): 3 clusters
  Score: Raw -168874.381965 + Penalty 2368.234834 = -166506.147131
  nChanged 31
		SP:Iteration 16Q (98308.600000 sec): 3 clusters
  Score: Raw -168928.535678 + Penalty 2368.234834 = -166560.300844
  nChanged 29
		SP:Iteration 17Q (98308.770000 sec): 3 clusters
  Score: Raw -168973.515598 + Penalty 2368.234834 = -166605.280764
  nChanged 19
		SP:Iteration 18Q (98309.000000 sec): 3 clusters
  Score: Raw -169000.622540 + Penalty 2368.234834 = -166632.387706
  nChanged 19
		SP:Iteration 19Q (98309.150000 sec): 3 clusters
  Score: Raw -169033.509470 + Penalty 2368.234834 = -166665.274637
  nChanged 11
		SP:Iteration 20F (98309.340000 sec): 3 clusters
  Score: Raw -169047.737135 + Penalty 2368.234834 = -166679.502301
  nChanged 6
		SP:Iteration 21Q (98309.560000 sec): 3 clusters
  Score: Raw -169052.860254 + Penalty 2368.234834 = -166684.625420
  nChanged 7
		SP:Iteration 22Q (98309.720000 sec): 3 clusters
  Score: Raw -169055.617856 + Penalty 2368.234834 = -166687.383022
  nChanged 2
		SP:Iteration 23Q (98309.890000 sec): 3 clusters
  Score: Raw -169056.994162 + Penalty 2368.234834 = -166688.759328
  nChanged 2
		SP:Iteration 24Q (98310.100000 sec): 3 clusters
  Score: Raw -169058.333825 + Penalty 2368.234834 = -166690.098992
  nChanged 1
		SP:Iteration 25Q (98310.260000 sec): 3 clusters
  Score: Raw -169058.804896 + Penalty 2368.234834 = -166690.570062
  nChanged 0
		SP:Iteration 26F (98310.420000 sec): 3 clusters
  Score: Raw -169058.804896 + Penalty 2368.234834 = -166690.570062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (1458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98310.520000 sec): 2 clusters
  Score: Raw -171201.442302 + Penalty 1183.783398 = -170017.658904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98310.660000 sec): 3 clusters
  Score: Raw -170691.733384 + Penalty 2367.566797 = -168324.166587
  nChanged 479
		SP:Iteration 1F (98310.840000 sec): 3 clusters
  Score: Raw -171031.403561 + Penalty 2367.566797 = -168663.836765
  nChanged 100
		SP:Iteration 2F (98311.000000 sec): 3 clusters
  Score: Raw -171099.139238 + Penalty 2367.566797 = -168731.572442
  nChanged 41
		SP:Iteration 3Q (98311.160000 sec): 3 clusters
  Score: Raw -171125.164610 + Penalty 2367.566797 = -168757.597814
  nChanged 17
		SP:Iteration 4Q (98311.330000 sec): 3 clusters
  Score: Raw -171133.706292 + Penalty 2367.566797 = -168766.139495
  nChanged 15
		SP:Iteration 5Q (98311.500000 sec): 3 clusters
  Score: Raw -171145.127342 + Penalty 2367.566797 = -168777.560546
  nChanged 14
		SP:Iteration 6Q (98311.630000 sec): 3 clusters
  Score: Raw -171152.619403 + Penalty 2367.566797 = -168785.052606
  nChanged 7
		SP:Iteration 7Q (98311.820000 sec): 3 clusters
  Score: Raw -171159.883614 + Penalty 2367.566797 = -168792.316817
  nChanged 10
		SP:Iteration 8Q (98312.000000 sec): 3 clusters
  Score: Raw -171167.790167 + Penalty 2367.566797 = -168800.223370
  nChanged 11
		SP:Iteration 9Q (98312.140000 sec): 3 clusters
  Score: Raw -171175.994280 + Penalty 2367.566797 = -168808.427484
  nChanged 12
		SP:Iteration 10Q (98312.340000 sec): 3 clusters
  Score: Raw -171181.934848 + Penalty 2367.566797 = -168814.368051
  nChanged 6
		SP:Iteration 11Q (98312.490000 sec): 3 clusters
  Score: Raw -171183.976786 + Penalty 2367.566797 = -168816.409989
  nChanged 2
		SP:Iteration 12Q (98312.680000 sec): 3 clusters
  Score: Raw -171185.458959 + Penalty 2367.566797 = -168817.892163
  nChanged 3
		SP:Iteration 13Q (98312.860000 sec): 3 clusters
  Score: Raw -171187.215534 + Penalty 2367.566797 = -168819.648737
  nChanged 2
		SP:Iteration 14Q (98313.040000 sec): 3 clusters
  Score: Raw -171187.935062 + Penalty 2367.566797 = -168820.368265
  nChanged 2
		SP:Iteration 15Q (98313.230000 sec): 3 clusters
  Score: Raw -171188.606658 + Penalty 2367.566797 = -168821.039861
  nChanged 2
		SP:Iteration 16Q (98313.410000 sec): 3 clusters
  Score: Raw -171189.961780 + Penalty 2367.566797 = -168822.394983
  nChanged 1
		SP:Iteration 17Q (98313.580000 sec): 3 clusters
  Score: Raw -171190.331845 + Penalty 2367.566797 = -168822.765048
  nChanged 1
		SP:Iteration 18Q (98313.750000 sec): 3 clusters
  Score: Raw -171191.018932 + Penalty 2367.566797 = -168823.452135
  nChanged 2
		SP:Iteration 19Q (98313.940000 sec): 3 clusters
  Score: Raw -171191.561947 + Penalty 2367.566797 = -168823.995150
  nChanged 1
		SP:Iteration 20F (98314.110000 sec): 3 clusters
  Score: Raw -171191.874179 + Penalty 2367.566797 = -168824.307382
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (2249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98314.210000 sec): 2 clusters
  Score: Raw -253719.187703 + Penalty 1254.214155 = -252464.973548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98314.360000 sec): 3 clusters
  Score: Raw -252792.231079 + Penalty 2508.428309 = -250283.802770
  nChanged 821
		SP:Iteration 1F (98314.540000 sec): 3 clusters
  Score: Raw -253416.019641 + Penalty 2508.428309 = -250907.591332
  nChanged 204
		SP:Iteration 2F (98314.740000 sec): 3 clusters
  Score: Raw -253637.482022 + Penalty 2508.428309 = -251129.053713
  nChanged 159
		SP:Iteration 3F (98314.880000 sec): 3 clusters
  Score: Raw -253881.176146 + Penalty 2508.428309 = -251372.747837
  nChanged 115
		SP:Iteration 4F (98315.080000 sec): 3 clusters
  Score: Raw -254040.732715 + Penalty 2508.428309 = -251532.304406
  nChanged 101
		SP:Iteration 5Q (98315.250000 sec): 3 clusters
  Score: Raw -254136.542285 + Penalty 2508.428309 = -251628.113976
  nChanged 85
		SP:Iteration 6Q (98315.410000 sec): 3 clusters
  Score: Raw -254205.330062 + Penalty 2508.428309 = -251696.901753
  nChanged 65
		SP:Iteration 7Q (98315.610000 sec): 3 clusters
  Score: Raw -254260.909084 + Penalty 2508.428309 = -251752.480775
  nChanged 60
		SP:Iteration 8Q (98315.790000 sec): 3 clusters
  Score: Raw -254312.352114 + Penalty 2508.428309 = -251803.923805
  nChanged 52
		SP:Iteration 9Q (98315.930000 sec): 3 clusters
  Score: Raw -254357.587676 + Penalty 2508.428309 = -251849.159367
  nChanged 48
		SP:Iteration 10Q (98316.120000 sec): 3 clusters
  Score: Raw -254406.069104 + Penalty 2508.428309 = -251897.640795
  nChanged 49
		SP:Iteration 11Q (98316.290000 sec): 3 clusters
  Score: Raw -254453.113582 + Penalty 2508.428309 = -251944.685272
  nChanged 37
		SP:Iteration 12Q (98316.470000 sec): 3 clusters
  Score: Raw -254492.253936 + Penalty 2508.428309 = -251983.825626
  nChanged 42
		SP:Iteration 13Q (98316.640000 sec): 3 clusters
  Score: Raw -254534.464300 + Penalty 2508.428309 = -252026.035991
  nChanged 42
		SP:Iteration 14Q (98316.830000 sec): 3 clusters
  Score: Raw -254571.516905 + Penalty 2508.428309 = -252063.088596
  nChanged 38
		SP:Iteration 15Q (98317.000000 sec): 3 clusters
  Score: Raw -254614.331117 + Penalty 2508.428309 = -252105.902807
  nChanged 39
		SP:Iteration 16Q (98317.170000 sec): 3 clusters
  Score: Raw -254655.901329 + Penalty 2508.428309 = -252147.473020
  nChanged 39
		SP:Iteration 17Q (98317.340000 sec): 3 clusters
  Score: Raw -254692.598668 + Penalty 2508.428309 = -252184.170358
  nChanged 35
		SP:Iteration 18Q (98317.530000 sec): 3 clusters
  Score: Raw -254749.630581 + Penalty 2508.428309 = -252241.202272
  nChanged 32
		SP:Iteration 19Q (98317.680000 sec): 3 clusters
  Score: Raw -254800.723745 + Penalty 2508.428309 = -252292.295436
  nChanged 21
		SP:Iteration 20F (98317.850000 sec): 3 clusters
  Score: Raw -254833.223217 + Penalty 2508.428309 = -252324.794908
  nChanged 13
		SP:Iteration 21Q (98318.020000 sec): 3 clusters
  Score: Raw -254858.162198 + Penalty 2508.428309 = -252349.733889
  nChanged 19
		SP:Iteration 22Q (98318.250000 sec): 3 clusters
  Score: Raw -254876.490020 + Penalty 2508.428309 = -252368.061711
  nChanged 17
		SP:Iteration 23Q (98318.430000 sec): 3 clusters
  Score: Raw -254886.846953 + Penalty 2508.428309 = -252378.418644
  nChanged 8
		SP:Iteration 24Q (98318.600000 sec): 3 clusters
  Score: Raw -254893.863292 + Penalty 2508.428309 = -252385.434982
  nChanged 8
		SP:Iteration 25Q (98318.770000 sec): 3 clusters
  Score: Raw -254901.060950 + Penalty 2508.428309 = -252392.632640
  nChanged 5
		SP:Iteration 26Q (98318.910000 sec): 3 clusters
  Score: Raw -254904.294051 + Penalty 2508.428309 = -252395.865741
  nChanged 5
		SP:Iteration 27Q (98319.090000 sec): 3 clusters
  Score: Raw -254909.557097 + Penalty 2508.428309 = -252401.128787
  nChanged 6
		SP:Iteration 28Q (98319.260000 sec): 3 clusters
  Score: Raw -254918.081129 + Penalty 2508.428309 = -252409.652819
  nChanged 9
		SP:Iteration 29Q (98319.410000 sec): 3 clusters
  Score: Raw -254925.220056 + Penalty 2508.428309 = -252416.791746
  nChanged 7
		SP:Iteration 30Q (98319.530000 sec): 3 clusters
  Score: Raw -254932.319474 + Penalty 2508.428309 = -252423.891165
  nChanged 8
		SP:Iteration 31Q (98319.700000 sec): 3 clusters
  Score: Raw -254939.362921 + Penalty 2508.428309 = -252430.934611
  nChanged 6
		SP:Iteration 32Q (98319.860000 sec): 3 clusters
  Score: Raw -254944.499518 + Penalty 2508.428309 = -252436.071208
  nChanged 7
		SP:Iteration 33Q (98320.040000 sec): 3 clusters
  Score: Raw -254947.212774 + Penalty 2508.428309 = -252438.784464
  nChanged 2
		SP:Iteration 34Q (98320.210000 sec): 3 clusters
  Score: Raw -254948.219891 + Penalty 2508.428309 = -252439.791582
  nChanged 3
		SP:Iteration 35Q (98320.420000 sec): 3 clusters
  Score: Raw -254949.855448 + Penalty 2508.428309 = -252441.427139
  nChanged 3
		SP:Iteration 36Q (98320.610000 sec): 3 clusters
  Score: Raw -254950.824227 + Penalty 2508.428309 = -252442.395918
  nChanged 3
		SP:Iteration 37Q (98320.760000 sec): 3 clusters
  Score: Raw -254952.520907 + Penalty 2508.428309 = -252444.092598
  nChanged 5
		SP:Iteration 38Q (98320.930000 sec): 3 clusters
  Score: Raw -254956.132639 + Penalty 2508.428309 = -252447.704329
  nChanged 4
		SP:Iteration 39Q (98321.090000 sec): 3 clusters
  Score: Raw -254958.142491 + Penalty 2508.428309 = -252449.714182
  nChanged 2
		SP:Iteration 40F (98321.260000 sec): 3 clusters
  Score: Raw -254958.858741 + Penalty 2508.428309 = -252450.430432
  nChanged 2
		SP:Iteration 41Q (98321.410000 sec): 3 clusters
  Score: Raw -254959.981269 + Penalty 2508.428309 = -252451.552960
  nChanged 4
		SP:Iteration 42Q (98321.620000 sec): 3 clusters
  Score: Raw -254962.464264 + Penalty 2508.428309 = -252454.035955
  nChanged 5
		SP:Iteration 43Q (98321.810000 sec): 3 clusters
  Score: Raw -254965.173748 + Penalty 2508.428309 = -252456.745439
  nChanged 2
		SP:Iteration 44Q (98321.970000 sec): 3 clusters
  Score: Raw -254966.550947 + Penalty 2508.428309 = -252458.122638
  nChanged 3
		SP:Iteration 45Q (98322.110000 sec): 3 clusters
  Score: Raw -254968.331306 + Penalty 2508.428309 = -252459.902996
  nChanged 1
		SP:Iteration 46Q (98322.290000 sec): 3 clusters
  Score: Raw -254968.786793 + Penalty 2508.428309 = -252460.358484
  nChanged 1
		SP:Iteration 47Q (98322.490000 sec): 3 clusters
  Score: Raw -254969.198796 + Penalty 2508.428309 = -252460.770487
  nChanged 1
		SP:Iteration 48Q (98322.690000 sec): 3 clusters
  Score: Raw -254969.607476 + Penalty 2508.428309 = -252461.179166
  nChanged 1
		SP:Iteration 49Q (98322.840000 sec): 3 clusters
  Score: Raw -254969.978145 + Penalty 2508.428309 = -252461.549835
  nChanged 0
		SP:Iteration 50F (98323.030000 sec): 3 clusters
  Score: Raw -254969.978145 + Penalty 2508.428309 = -252461.549835
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98323.180000 sec): 2 clusters
  Score: Raw -1025131.179479 + Penalty 1474.199581 = -1023656.979898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98323.410000 sec): 3 clusters
  Score: Raw -1020177.826522 + Penalty 2948.399162 = -1017229.427360
  nChanged 3730
		SP:Iteration 1F (98323.600000 sec): 3 clusters
  Score: Raw -1022245.540569 + Penalty 2948.399162 = -1019297.141407
  nChanged 591
		SP:Iteration 2F (98323.790000 sec): 3 clusters
  Score: Raw -1022534.235705 + Penalty 2948.399162 = -1019585.836543
  nChanged 478
		SP:Iteration 3F (98324.030000 sec): 3 clusters
  Score: Raw -1022770.881044 + Penalty 2948.399162 = -1019822.481882
  nChanged 407
		SP:Iteration 4Q (98324.240000 sec): 3 clusters
  Score: Raw -1022958.424507 + Penalty 2948.399162 = -1020010.025345
  nChanged 347
		SP:Iteration 5Q (98324.420000 sec): 3 clusters
  Score: Raw -1023115.739804 + Penalty 2948.399162 = -1020167.340642
  nChanged 319
		SP:Iteration 6Q (98324.630000 sec): 3 clusters
  Score: Raw -1023266.235859 + Penalty 2948.399162 = -1020317.836696
  nChanged 309
		SP:Iteration 7Q (98324.830000 sec): 3 clusters
  Score: Raw -1023415.356370 + Penalty 2948.399162 = -1020466.957208
  nChanged 292
		SP:Iteration 8Q (98325.050000 sec): 3 clusters
  Score: Raw -1023580.578650 + Penalty 2948.399162 = -1020632.179488
  nChanged 311
		SP:Iteration 9Q (98325.240000 sec): 3 clusters
  Score: Raw -1023729.559227 + Penalty 2948.399162 = -1020781.160065
  nChanged 269
		SP:Iteration 10Q (98325.470000 sec): 3 clusters
  Score: Raw -1023870.715239 + Penalty 2948.399162 = -1020922.316077
  nChanged 281
		SP:Iteration 11Q (98325.700000 sec): 3 clusters
  Score: Raw -1024022.236804 + Penalty 2948.399162 = -1021073.837642
  nChanged 287
		SP:Iteration 12Q (98325.870000 sec): 3 clusters
  Score: Raw -1024167.620097 + Penalty 2948.399162 = -1021219.220935
  nChanged 234
		SP:Iteration 13Q (98326.110000 sec): 3 clusters
  Score: Raw -1024286.232758 + Penalty 2948.399162 = -1021337.833596
  nChanged 252
		SP:Iteration 14Q (98326.310000 sec): 3 clusters
  Score: Raw -1024419.064347 + Penalty 2948.399162 = -1021470.665185
  nChanged 222
		SP:Iteration 15Q (98326.510000 sec): 3 clusters
  Score: Raw -1024527.431214 + Penalty 2948.399162 = -1021579.032051
  nChanged 209
		SP:Iteration 16Q (98326.740000 sec): 3 clusters
  Score: Raw -1024634.119343 + Penalty 2948.399162 = -1021685.720180
  nChanged 192
		SP:Iteration 17Q (98326.940000 sec): 3 clusters
  Score: Raw -1024721.870441 + Penalty 2948.399162 = -1021773.471278
  nChanged 171
		SP:Iteration 18Q (98327.160000 sec): 3 clusters
  Score: Raw -1024802.188902 + Penalty 2948.399162 = -1021853.789740
  nChanged 157
		SP:Iteration 19Q (98327.400000 sec): 3 clusters
  Score: Raw -1024875.161379 + Penalty 2948.399162 = -1021926.762217
  nChanged 141
		SP:Iteration 20F (98327.580000 sec): 3 clusters
  Score: Raw -1024952.783392 + Penalty 2948.399162 = -1022004.384230
  nChanged 144
		SP:Iteration 21Q (98327.800000 sec): 3 clusters
  Score: Raw -1025027.342547 + Penalty 2948.399162 = -1022078.943384
  nChanged 114
		SP:Iteration 22Q (98328.020000 sec): 3 clusters
  Score: Raw -1025082.491417 + Penalty 2948.399162 = -1022134.092254
  nChanged 111
		SP:Iteration 23Q (98328.220000 sec): 3 clusters
  Score: Raw -1025138.041759 + Penalty 2948.399162 = -1022189.642596
  nChanged 112
		SP:Iteration 24Q (98328.440000 sec): 3 clusters
  Score: Raw -1025194.487243 + Penalty 2948.399162 = -1022246.088081
  nChanged 83
		SP:Iteration 25Q (98328.620000 sec): 3 clusters
  Score: Raw -1025229.668141 + Penalty 2948.399162 = -1022281.268979
  nChanged 83
		SP:Iteration 26Q (98328.830000 sec): 3 clusters
  Score: Raw -1025267.165762 + Penalty 2948.399162 = -1022318.766600
  nChanged 84
		SP:Iteration 27Q (98329.030000 sec): 3 clusters
  Score: Raw -1025308.565022 + Penalty 2948.399162 = -1022360.165859
  nChanged 76
		SP:Iteration 28Q (98329.270000 sec): 3 clusters
  Score: Raw -1025348.943107 + Penalty 2948.399162 = -1022400.543944
  nChanged 72
		SP:Iteration 29Q (98329.470000 sec): 3 clusters
  Score: Raw -1025386.426746 + Penalty 2948.399162 = -1022438.027584
  nChanged 64
		SP:Iteration 30Q (98329.650000 sec): 3 clusters
  Score: Raw -1025418.983928 + Penalty 2948.399162 = -1022470.584766
  nChanged 58
		SP:Iteration 31Q (98329.870000 sec): 3 clusters
  Score: Raw -1025460.727634 + Penalty 2948.399162 = -1022512.328472
  nChanged 57
		SP:Iteration 32Q (98330.070000 sec): 3 clusters
  Score: Raw -1025489.218789 + Penalty 2948.399162 = -1022540.819627
  nChanged 46
		SP:Iteration 33Q (98330.280000 sec): 3 clusters
  Score: Raw -1025511.909270 + Penalty 2948.399162 = -1022563.510108
  nChanged 31
		SP:Iteration 34Q (98330.470000 sec): 3 clusters
  Score: Raw -1025530.360410 + Penalty 2948.399162 = -1022581.961248
  nChanged 42
		SP:Iteration 35Q (98330.650000 sec): 3 clusters
  Score: Raw -1025546.613176 + Penalty 2948.399162 = -1022598.214014
  nChanged 29
		SP:Iteration 36Q (98330.860000 sec): 3 clusters
  Score: Raw -1025556.605890 + Penalty 2948.399162 = -1022608.206728
  nChanged 17
		SP:Iteration 37Q (98331.050000 sec): 3 clusters
  Score: Raw -1025562.596999 + Penalty 2948.399162 = -1022614.197837
  nChanged 10
		SP:Iteration 38Q (98331.240000 sec): 3 clusters
  Score: Raw -1025566.709999 + Penalty 2948.399162 = -1022618.310836
  nChanged 11
		SP:Iteration 39Q (98331.440000 sec): 3 clusters
  Score: Raw -1025570.772014 + Penalty 2948.399162 = -1022622.372852
  nChanged 9
		SP:Iteration 40F (98331.670000 sec): 3 clusters
  Score: Raw -1025574.137154 + Penalty 2948.399162 = -1022625.737992
  nChanged 6
		SP:Iteration 41Q (98331.860000 sec): 3 clusters
  Score: Raw -1025576.751494 + Penalty 2948.399162 = -1022628.352332
  nChanged 6
		SP:Iteration 42Q (98332.090000 sec): 3 clusters
  Score: Raw -1025578.548121 + Penalty 2948.399162 = -1022630.148958
  nChanged 7
		SP:Iteration 43Q (98332.310000 sec): 3 clusters
  Score: Raw -1025580.082869 + Penalty 2948.399162 = -1022631.683706
  nChanged 9
		SP:Iteration 44Q (98332.500000 sec): 3 clusters
  Score: Raw -1025582.034578 + Penalty 2948.399162 = -1022633.635416
  nChanged 6
		SP:Iteration 45Q (98332.710000 sec): 3 clusters
  Score: Raw -1025584.207886 + Penalty 2948.399162 = -1022635.808724
  nChanged 9
		SP:Iteration 46Q (98332.930000 sec): 3 clusters
  Score: Raw -1025587.627349 + Penalty 2948.399162 = -1022639.228187
  nChanged 9
		SP:Iteration 47Q (98333.190000 sec): 3 clusters
  Score: Raw -1025591.583769 + Penalty 2948.399162 = -1022643.184607
  nChanged 14
		SP:Iteration 48Q (98333.370000 sec): 3 clusters
  Score: Raw -1025597.079301 + Penalty 2948.399162 = -1022648.680138
  nChanged 13
		SP:Iteration 49Q (98333.570000 sec): 3 clusters
  Score: Raw -1025601.809336 + Penalty 2948.399162 = -1022653.410173
  nChanged 9
		SP:Iteration 50Q (98333.800000 sec): 3 clusters
  Score: Raw -1025604.374055 + Penalty 2948.399162 = -1022655.974893
  nChanged 12
		SP:Iteration 51Q (98333.990000 sec): 3 clusters
  Score: Raw -1025607.868152 + Penalty 2948.399162 = -1022659.468990
  nChanged 5
		SP:Iteration 52Q (98334.210000 sec): 3 clusters
  Score: Raw -1025611.257515 + Penalty 2948.399162 = -1022662.858353
  nChanged 11
		SP:Iteration 53Q (98334.400000 sec): 3 clusters
  Score: Raw -1025615.027879 + Penalty 2948.399162 = -1022666.628717
  nChanged 8
		SP:Iteration 54Q (98334.620000 sec): 3 clusters
  Score: Raw -1025618.160423 + Penalty 2948.399162 = -1022669.761260
  nChanged 12
		SP:Iteration 55Q (98334.810000 sec): 3 clusters
  Score: Raw -1025622.667240 + Penalty 2948.399162 = -1022674.268078
  nChanged 12
		SP:Iteration 56Q (98335.040000 sec): 3 clusters
  Score: Raw -1025627.420301 + Penalty 2948.399162 = -1022679.021138
  nChanged 8
		SP:Iteration 57Q (98335.230000 sec): 3 clusters
  Score: Raw -1025630.174752 + Penalty 2948.399162 = -1022681.775590
  nChanged 10
		SP:Iteration 58Q (98335.420000 sec): 3 clusters
  Score: Raw -1025633.434170 + Penalty 2948.399162 = -1022685.035008
  nChanged 6
		SP:Iteration 59Q (98335.630000 sec): 3 clusters
  Score: Raw -1025635.795167 + Penalty 2948.399162 = -1022687.396005
  nChanged 9
		SP:Iteration 60F (98335.830000 sec): 3 clusters
  Score: Raw -1025639.995298 + Penalty 2948.399162 = -1022691.596136
  nChanged 10
		SP:Iteration 61Q (98336.020000 sec): 3 clusters
  Score: Raw -1025642.790446 + Penalty 2948.399162 = -1022694.391283
  nChanged 3
		SP:Iteration 62Q (98336.220000 sec): 3 clusters
  Score: Raw -1025643.668935 + Penalty 2948.399162 = -1022695.269773
  nChanged 4
		SP:Iteration 63Q (98336.400000 sec): 3 clusters
  Score: Raw -1025645.215567 + Penalty 2948.399162 = -1022696.816405
  nChanged 3
		SP:Iteration 64Q (98336.590000 sec): 3 clusters
  Score: Raw -1025646.789387 + Penalty 2948.399162 = -1022698.390225
  nChanged 6
		SP:Iteration 65Q (98336.790000 sec): 3 clusters
  Score: Raw -1025648.925855 + Penalty 2948.399162 = -1022700.526693
  nChanged 8
		SP:Iteration 66Q (98337.000000 sec): 3 clusters
  Score: Raw -1025651.689109 + Penalty 2948.399162 = -1022703.289947
  nChanged 5
		SP:Iteration 67Q (98337.190000 sec): 3 clusters
  Score: Raw -1025652.911938 + Penalty 2948.399162 = -1022704.512775
  nChanged 2
		SP:Iteration 68Q (98337.380000 sec): 3 clusters
  Score: Raw -1025653.759935 + Penalty 2948.399162 = -1022705.360773
  nChanged 3
		SP:Iteration 69Q (98337.620000 sec): 3 clusters
  Score: Raw -1025654.996684 + Penalty 2948.399162 = -1022706.597522
  nChanged 1
		SP:Iteration 70Q (98337.790000 sec): 3 clusters
  Score: Raw -1025655.106482 + Penalty 2948.399162 = -1022706.707320
  nChanged 0
		SP:Iteration 71F (98338.020000 sec): 3 clusters
  Score: Raw -1025655.106482 + Penalty 2948.399162 = -1022706.707320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (12163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98338.180000 sec): 2 clusters
  Score: Raw -1346743.171385 + Penalty 1528.499998 = -1345214.671387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98338.420000 sec): 3 clusters
  Score: Raw -1339715.558202 + Penalty 3056.999997 = -1336658.558205
  nChanged 5367
		SP:Iteration 1F (98338.650000 sec): 3 clusters
  Score: Raw -1342828.698247 + Penalty 3056.999997 = -1339771.698250
  nChanged 863
		SP:Iteration 2F (98338.880000 sec): 3 clusters
  Score: Raw -1343354.715686 + Penalty 3056.999997 = -1340297.715690
  nChanged 840
		SP:Iteration 3F (98339.060000 sec): 3 clusters
  Score: Raw -1343883.441138 + Penalty 3056.999997 = -1340826.441141
  nChanged 794
		SP:Iteration 4F (98339.310000 sec): 3 clusters
  Score: Raw -1344390.293893 + Penalty 3056.999997 = -1341333.293896
  nChanged 726
		SP:Iteration 5F (98339.540000 sec): 3 clusters
  Score: Raw -1344854.654616 + Penalty 3056.999997 = -1341797.654620
  nChanged 635
		SP:Iteration 6F (98339.790000 sec): 3 clusters
  Score: Raw -1345253.018050 + Penalty 3056.999997 = -1342196.018054
  nChanged 512
		SP:Iteration 7Q (98340.040000 sec): 3 clusters
  Score: Raw -1345556.918305 + Penalty 3056.999997 = -1342499.918308
  nChanged 396
		SP:Iteration 8Q (98340.240000 sec): 3 clusters
  Score: Raw -1345773.085415 + Penalty 3056.999997 = -1342716.085418
  nChanged 353
		SP:Iteration 9Q (98340.480000 sec): 3 clusters
  Score: Raw -1345958.805325 + Penalty 3056.999997 = -1342901.805328
  nChanged 306
		SP:Iteration 10Q (98340.710000 sec): 3 clusters
  Score: Raw -1346119.365247 + Penalty 3056.999997 = -1343062.365250
  nChanged 276
		SP:Iteration 11Q (98340.960000 sec): 3 clusters
  Score: Raw -1346291.194852 + Penalty 3056.999997 = -1343234.194855
  nChanged 261
		SP:Iteration 12Q (98341.150000 sec): 3 clusters
  Score: Raw -1346439.837761 + Penalty 3056.999997 = -1343382.837764
  nChanged 258
		SP:Iteration 13Q (98341.410000 sec): 3 clusters
  Score: Raw -1346587.240072 + Penalty 3056.999997 = -1343530.240075
  nChanged 220
		SP:Iteration 14Q (98341.630000 sec): 3 clusters
  Score: Raw -1346692.621475 + Penalty 3056.999997 = -1343635.621478
  nChanged 208
		SP:Iteration 15Q (98341.840000 sec): 3 clusters
  Score: Raw -1346804.396855 + Penalty 3056.999997 = -1343747.396859
  nChanged 192
		SP:Iteration 16Q (98342.090000 sec): 3 clusters
  Score: Raw -1346915.931907 + Penalty 3056.999997 = -1343858.931911
  nChanged 197
		SP:Iteration 17Q (98342.370000 sec): 3 clusters
  Score: Raw -1347035.190102 + Penalty 3056.999997 = -1343978.190105
  nChanged 212
		SP:Iteration 18Q (98342.570000 sec): 3 clusters
  Score: Raw -1347173.537445 + Penalty 3056.999997 = -1344116.537449
  nChanged 193
		SP:Iteration 19Q (98342.790000 sec): 3 clusters
  Score: Raw -1347294.298813 + Penalty 3056.999997 = -1344237.298816
  nChanged 175
		SP:Iteration 20F (98343.080000 sec): 3 clusters
  Score: Raw -1347395.417064 + Penalty 3056.999997 = -1344338.417067
  nChanged 166
		SP:Iteration 21Q (98343.310000 sec): 3 clusters
  Score: Raw -1347483.326344 + Penalty 3056.999997 = -1344426.326347
  nChanged 133
		SP:Iteration 22Q (98343.560000 sec): 3 clusters
  Score: Raw -1347535.147478 + Penalty 3056.999997 = -1344478.147481
  nChanged 109
		SP:Iteration 23Q (98343.790000 sec): 3 clusters
  Score: Raw -1347577.172570 + Penalty 3056.999997 = -1344520.172573
  nChanged 80
		SP:Iteration 24Q (98343.970000 sec): 3 clusters
  Score: Raw -1347602.061661 + Penalty 3056.999997 = -1344545.061665
  nChanged 56
		SP:Iteration 25Q (98344.180000 sec): 3 clusters
  Score: Raw -1347615.487050 + Penalty 3056.999997 = -1344558.487053
  nChanged 34
		SP:Iteration 26Q (98344.430000 sec): 3 clusters
  Score: Raw -1347622.210430 + Penalty 3056.999997 = -1344565.210434
  nChanged 21
		SP:Iteration 27Q (98344.650000 sec): 3 clusters
  Score: Raw -1347625.490509 + Penalty 3056.999997 = -1344568.490512
  nChanged 21
		SP:Iteration 28Q (98344.900000 sec): 3 clusters
  Score: Raw -1347628.058839 + Penalty 3056.999997 = -1344571.058843
  nChanged 17
		SP:Iteration 29Q (98345.140000 sec): 3 clusters
  Score: Raw -1347630.771422 + Penalty 3056.999997 = -1344573.771425
  nChanged 11
		SP:Iteration 30Q (98345.370000 sec): 3 clusters
  Score: Raw -1347631.972533 + Penalty 3056.999997 = -1344574.972536
  nChanged 4
		SP:Iteration 31Q (98345.600000 sec): 3 clusters
  Score: Raw -1347632.366495 + Penalty 3056.999997 = -1344575.366499
  nChanged 1
		SP:Iteration 32Q (98345.820000 sec): 3 clusters
  Score: Raw -1347632.661405 + Penalty 3056.999997 = -1344575.661408
  nChanged 2
		SP:Iteration 33Q (98346.040000 sec): 3 clusters
  Score: Raw -1347632.773058 + Penalty 3056.999997 = -1344575.773061
  nChanged 0
		SP:Iteration 34F (98346.250000 sec): 3 clusters
  Score: Raw -1347632.773058 + Penalty 3056.999997 = -1344575.773061
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98346.390000 sec): 2 clusters
  Score: Raw -1585784.210234 + Penalty 1544.554116 = -1584239.656118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98346.660000 sec): 3 clusters
  Score: Raw -1578020.602306 + Penalty 3089.108231 = -1574931.494075
  nChanged 5905
		SP:Iteration 1F (98346.890000 sec): 3 clusters
  Score: Raw -1581392.024200 + Penalty 3089.108231 = -1578302.915969
  nChanged 862
		SP:Iteration 2F (98347.140000 sec): 3 clusters
  Score: Raw -1581791.850395 + Penalty 3089.108231 = -1578702.742163
  nChanged 740
		SP:Iteration 3F (98347.400000 sec): 3 clusters
  Score: Raw -1582098.327909 + Penalty 3089.108231 = -1579009.219677
  nChanged 649
		SP:Iteration 4Q (98347.640000 sec): 3 clusters
  Score: Raw -1582371.904328 + Penalty 3089.108231 = -1579282.796096
  nChanged 607
		SP:Iteration 5Q (98347.870000 sec): 3 clusters
  Score: Raw -1582646.182198 + Penalty 3089.108231 = -1579557.073966
  nChanged 609
		SP:Iteration 6Q (98348.120000 sec): 3 clusters
  Score: Raw -1582930.301645 + Penalty 3089.108231 = -1579841.193414
  nChanged 572
		SP:Iteration 7Q (98348.360000 sec): 3 clusters
  Score: Raw -1583191.778937 + Penalty 3089.108231 = -1580102.670705
  nChanged 544
		SP:Iteration 8Q (98348.610000 sec): 3 clusters
  Score: Raw -1583450.249314 + Penalty 3089.108231 = -1580361.141083
  nChanged 530
		SP:Iteration 9Q (98348.850000 sec): 3 clusters
  Score: Raw -1583719.999473 + Penalty 3089.108231 = -1580630.891242
  nChanged 486
		SP:Iteration 10Q (98349.110000 sec): 3 clusters
  Score: Raw -1583970.932316 + Penalty 3089.108231 = -1580881.824085
  nChanged 473
		SP:Iteration 11Q (98349.360000 sec): 3 clusters
  Score: Raw -1584206.105371 + Penalty 3089.108231 = -1581116.997140
  nChanged 456
		SP:Iteration 12Q (98349.590000 sec): 3 clusters
  Score: Raw -1584456.425914 + Penalty 3089.108231 = -1581367.317682
  nChanged 457
		SP:Iteration 13Q (98349.810000 sec): 3 clusters
  Score: Raw -1584722.078954 + Penalty 3089.108231 = -1581632.970723
  nChanged 440
		SP:Iteration 14Q (98350.060000 sec): 3 clusters
  Score: Raw -1584997.491993 + Penalty 3089.108231 = -1581908.383762
  nChanged 389
		SP:Iteration 15Q (98350.300000 sec): 3 clusters
  Score: Raw -1585255.566190 + Penalty 3089.108231 = -1582166.457959
  nChanged 345
		SP:Iteration 16Q (98350.580000 sec): 3 clusters
  Score: Raw -1585494.641663 + Penalty 3089.108231 = -1582405.533432
  nChanged 279
		SP:Iteration 17Q (98350.760000 sec): 3 clusters
  Score: Raw -1585693.480911 + Penalty 3089.108231 = -1582604.372680
  nChanged 228
		SP:Iteration 18Q (98351.030000 sec): 3 clusters
  Score: Raw -1585864.732722 + Penalty 3089.108231 = -1582775.624490
  nChanged 138
		SP:Iteration 19Q (98351.240000 sec): 3 clusters
  Score: Raw -1585954.251936 + Penalty 3089.108231 = -1582865.143704
  nChanged 85
		SP:Iteration 20F (98351.480000 sec): 3 clusters
  Score: Raw -1586014.819735 + Penalty 3089.108231 = -1582925.711503
  nChanged 60
		SP:Iteration 21Q (98351.740000 sec): 3 clusters
  Score: Raw -1586057.056945 + Penalty 3089.108231 = -1582967.948713
  nChanged 42
		SP:Iteration 22Q (98351.950000 sec): 3 clusters
  Score: Raw -1586088.720178 + Penalty 3089.108231 = -1582999.611946
  nChanged 31
		SP:Iteration 23Q (98352.190000 sec): 3 clusters
  Score: Raw -1586111.185865 + Penalty 3089.108231 = -1583022.077634
  nChanged 12
		SP:Iteration 24Q (98352.460000 sec): 3 clusters
  Score: Raw -1586120.296570 + Penalty 3089.108231 = -1583031.188338
  nChanged 6
		SP:Iteration 25Q (98352.670000 sec): 3 clusters
  Score: Raw -1586125.660820 + Penalty 3089.108231 = -1583036.552588
  nChanged 6
		SP:Iteration 26Q (98352.940000 sec): 3 clusters
  Score: Raw -1586133.048190 + Penalty 3089.108231 = -1583043.939959
  nChanged 5
		SP:Iteration 27Q (98353.130000 sec): 3 clusters
  Score: Raw -1586135.984478 + Penalty 3089.108231 = -1583046.876246
  nChanged 3
		SP:Iteration 28Q (98353.370000 sec): 3 clusters
  Score: Raw -1586137.291670 + Penalty 3089.108231 = -1583048.183438
  nChanged 1
		SP:Iteration 29Q (98353.580000 sec): 3 clusters
  Score: Raw -1586137.715184 + Penalty 3089.108231 = -1583048.606953
  nChanged 1
		SP:Iteration 30Q (98353.850000 sec): 3 clusters
  Score: Raw -1586138.171207 + Penalty 3089.108231 = -1583049.062976
  nChanged 1
		SP:Iteration 31Q (98354.090000 sec): 3 clusters
  Score: Raw -1586138.735608 + Penalty 3089.108231 = -1583049.627377
  nChanged 1
		SP:Iteration 32Q (98354.310000 sec): 3 clusters
  Score: Raw -1586139.742446 + Penalty 3089.108231 = -1583050.634215
  nChanged 1
		SP:Iteration 33Q (98354.520000 sec): 3 clusters
  Score: Raw -1586139.921378 + Penalty 3089.108231 = -1583050.813146
  nChanged 1
		SP:Iteration 34Q (98354.760000 sec): 3 clusters
  Score: Raw -1586140.236704 + Penalty 3089.108231 = -1583051.128473
  nChanged 1
		SP:Iteration 35Q (98354.960000 sec): 3 clusters
  Score: Raw -1586140.633539 + Penalty 3089.108231 = -1583051.525307
  nChanged 0
		SP:Iteration 36F (98355.230000 sec): 3 clusters
  Score: Raw -1586140.633539 + Penalty 3089.108231 = -1583051.525307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (22771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98355.420000 sec): 2 clusters
  Score: Raw -2645731.056200 + Penalty 1630.402000 = -2644100.654200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98355.670000 sec): 3 clusters
  Score: Raw -2631904.318759 + Penalty 3260.804000 = -2628643.514759
  nChanged 10371
		SP:Iteration 1F (98355.960000 sec): 3 clusters
  Score: Raw -2637989.136878 + Penalty 3260.804000 = -2634728.332878
  nChanged 1397
		SP:Iteration 2F (98356.200000 sec): 3 clusters
  Score: Raw -2638752.899870 + Penalty 3260.804000 = -2635492.095871
  nChanged 1448
		SP:Iteration 3F (98356.490000 sec): 3 clusters
  Score: Raw -2639628.196496 + Penalty 3260.804000 = -2636367.392497
  nChanged 1442
		SP:Iteration 4F (98356.770000 sec): 3 clusters
  Score: Raw -2640581.503697 + Penalty 3260.804000 = -2637320.699697
  nChanged 1379
		SP:Iteration 5F (98357.020000 sec): 3 clusters
  Score: Raw -2641504.952902 + Penalty 3260.804000 = -2638244.148903
  nChanged 1230
		SP:Iteration 6F (98357.260000 sec): 3 clusters
  Score: Raw -2642294.871337 + Penalty 3260.804000 = -2639034.067338
  nChanged 1046
		SP:Iteration 7Q (98357.560000 sec): 3 clusters
  Score: Raw -2642896.879664 + Penalty 3260.804000 = -2639636.075665
  nChanged 846
		SP:Iteration 8Q (98357.880000 sec): 3 clusters
  Score: Raw -2643336.880169 + Penalty 3260.804000 = -2640076.076169
  nChanged 701
		SP:Iteration 9Q (98358.140000 sec): 3 clusters
  Score: Raw -2643729.052411 + Penalty 3260.804000 = -2640468.248412
  nChanged 650
		SP:Iteration 10Q (98358.440000 sec): 3 clusters
  Score: Raw -2644110.899642 + Penalty 3260.804000 = -2640850.095643
  nChanged 583
		SP:Iteration 11Q (98358.740000 sec): 3 clusters
  Score: Raw -2644449.993135 + Penalty 3260.804000 = -2641189.189136
  nChanged 535
		SP:Iteration 12Q (98359.040000 sec): 3 clusters
  Score: Raw -2644745.294304 + Penalty 3260.804000 = -2641484.490305
  nChanged 497
		SP:Iteration 13Q (98359.380000 sec): 3 clusters
  Score: Raw -2645009.525081 + Penalty 3260.804000 = -2641748.721082
  nChanged 439
		SP:Iteration 14Q (98359.660000 sec): 3 clusters
  Score: Raw -2645229.592865 + Penalty 3260.804000 = -2641968.788866
  nChanged 378
		SP:Iteration 15Q (98359.970000 sec): 3 clusters
  Score: Raw -2645413.913431 + Penalty 3260.804000 = -2642153.109431
  nChanged 314
		SP:Iteration 16Q (98360.200000 sec): 3 clusters
  Score: Raw -2645561.770808 + Penalty 3260.804000 = -2642300.966808
  nChanged 273
		SP:Iteration 17Q (98360.500000 sec): 3 clusters
  Score: Raw -2645682.584053 + Penalty 3260.804000 = -2642421.780053
  nChanged 241
		SP:Iteration 18Q (98360.780000 sec): 3 clusters
  Score: Raw -2645788.906261 + Penalty 3260.804000 = -2642528.102261
  nChanged 216
		SP:Iteration 19Q (98361.050000 sec): 3 clusters
  Score: Raw -2645882.597253 + Penalty 3260.804000 = -2642621.793253
  nChanged 185
		SP:Iteration 20F (98361.370000 sec): 3 clusters
  Score: Raw -2645966.893752 + Penalty 3260.804000 = -2642706.089753
  nChanged 166
		SP:Iteration 21Q (98361.660000 sec): 3 clusters
  Score: Raw -2646057.026295 + Penalty 3260.804000 = -2642796.222296
  nChanged 140
		SP:Iteration 22Q (98361.890000 sec): 3 clusters
  Score: Raw -2646147.954918 + Penalty 3260.804000 = -2642887.150919
  nChanged 112
		SP:Iteration 23Q (98362.170000 sec): 3 clusters
  Score: Raw -2646221.811955 + Penalty 3260.804000 = -2642961.007955
  nChanged 109
		SP:Iteration 24Q (98362.440000 sec): 3 clusters
  Score: Raw -2646308.522386 + Penalty 3260.804000 = -2643047.718387
  nChanged 95
		SP:Iteration 25Q (98362.690000 sec): 3 clusters
  Score: Raw -2646401.193791 + Penalty 3260.804000 = -2643140.389792
  nChanged 92
		SP:Iteration 26Q (98362.960000 sec): 3 clusters
  Score: Raw -2646462.485236 + Penalty 3260.804000 = -2643201.681237
  nChanged 73
		SP:Iteration 27Q (98363.210000 sec): 3 clusters
  Score: Raw -2646496.200603 + Penalty 3260.804000 = -2643235.396604
  nChanged 49
		SP:Iteration 28Q (98363.450000 sec): 3 clusters
  Score: Raw -2646514.702244 + Penalty 3260.804000 = -2643253.898244
  nChanged 33
		SP:Iteration 29Q (98363.720000 sec): 3 clusters
  Score: Raw -2646527.249546 + Penalty 3260.804000 = -2643266.445547
  nChanged 29
		SP:Iteration 30Q (98364.010000 sec): 3 clusters
  Score: Raw -2646537.666133 + Penalty 3260.804000 = -2643276.862134
  nChanged 25
		SP:Iteration 31Q (98364.280000 sec): 3 clusters
  Score: Raw -2646544.711089 + Penalty 3260.804000 = -2643283.907089
  nChanged 18
		SP:Iteration 32Q (98364.550000 sec): 3 clusters
  Score: Raw -2646549.089095 + Penalty 3260.804000 = -2643288.285095
  nChanged 12
		SP:Iteration 33Q (98364.810000 sec): 3 clusters
  Score: Raw -2646551.844852 + Penalty 3260.804000 = -2643291.040852
  nChanged 9
		SP:Iteration 34Q (98365.080000 sec): 3 clusters
  Score: Raw -2646553.309080 + Penalty 3260.804000 = -2643292.505080
  nChanged 6
		SP:Iteration 35Q (98365.310000 sec): 3 clusters
  Score: Raw -2646554.845574 + Penalty 3260.804000 = -2643294.041574
  nChanged 5
		SP:Iteration 36Q (98365.600000 sec): 3 clusters
  Score: Raw -2646556.782755 + Penalty 3260.804000 = -2643295.978755
  nChanged 8
		SP:Iteration 37Q (98365.850000 sec): 3 clusters
  Score: Raw -2646559.001787 + Penalty 3260.804000 = -2643298.197788
  nChanged 8
		SP:Iteration 38Q (98366.110000 sec): 3 clusters
  Score: Raw -2646560.916582 + Penalty 3260.804000 = -2643300.112583
  nChanged 4
		SP:Iteration 39Q (98366.380000 sec): 3 clusters
  Score: Raw -2646561.646997 + Penalty 3260.804000 = -2643300.842998
  nChanged 1
		SP:Iteration 40F (98366.650000 sec): 3 clusters
  Score: Raw -2646561.906305 + Penalty 3260.804000 = -2643301.102306
  nChanged 3
		SP:Iteration 41Q (98366.940000 sec): 3 clusters
  Score: Raw -2646562.495322 + Penalty 3260.804000 = -2643301.691322
  nChanged 1
		SP:Iteration 42Q (98367.240000 sec): 3 clusters
  Score: Raw -2646562.665826 + Penalty 3260.804000 = -2643301.861826
  nChanged 0
		SP:Iteration 43F (98367.510000 sec): 3 clusters
  Score: Raw -2646562.665826 + Penalty 3260.804000 = -2643301.861826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (122148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98368.250000 sec): 2 clusters
  Score: Raw -15058914.694261 + Penalty 1903.360664 = -15057011.333597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98369.010000 sec): 3 clusters
  Score: Raw -14979122.240841 + Penalty 3806.721329 = -14975315.519512
  nChanged 58450
		SP:Iteration 1F (98369.740000 sec): 3 clusters
  Score: Raw -15013090.156322 + Penalty 3806.721329 = -15009283.434993
  nChanged 3918
		SP:Iteration 2Q (98370.500000 sec): 3 clusters
  Score: Raw -15014093.514198 + Penalty 3806.721329 = -15010286.792870
  nChanged 4512
		SP:Iteration 3Q (98371.300000 sec): 3 clusters
  Score: Raw -15015509.362666 + Penalty 3806.721329 = -15011702.641338
  nChanged 5439
		SP:Iteration 4Q (98372.090000 sec): 3 clusters
  Score: Raw -15017628.694202 + Penalty 3806.721329 = -15013821.972874
  nChanged 6812
		SP:Iteration 5F (98372.850000 sec): 3 clusters
  Score: Raw -15021048.178422 + Penalty 3806.721329 = -15017241.457093
  nChanged 8180
		SP:Iteration 6F (98373.630000 sec): 3 clusters
  Score: Raw -15026295.433044 + Penalty 3806.721329 = -15022488.711715
  nChanged 8874
		SP:Iteration 7F (98374.380000 sec): 3 clusters
  Score: Raw -15033721.149642 + Penalty 3806.721329 = -15029914.428313
  nChanged 8004
		SP:Iteration 8F (98375.090000 sec): 3 clusters
  Score: Raw -15042063.157397 + Penalty 3806.721329 = -15038256.436068
  nChanged 5856
		SP:Iteration 9Q (98375.860000 sec): 3 clusters
  Score: Raw -15048195.282715 + Penalty 3806.721329 = -15044388.561386
  nChanged 3954
		SP:Iteration 10Q (98376.640000 sec): 3 clusters
  Score: Raw -15051100.438712 + Penalty 3806.721329 = -15047293.717383
  nChanged 2496
		SP:Iteration 11Q (98377.410000 sec): 3 clusters
  Score: Raw -15052551.664871 + Penalty 3806.721329 = -15048744.943542
  nChanged 1919
		SP:Iteration 12Q (98378.120000 sec): 3 clusters
  Score: Raw -15053610.115174 + Penalty 3806.721329 = -15049803.393846
  nChanged 1639
		SP:Iteration 13Q (98378.830000 sec): 3 clusters
  Score: Raw -15054432.711005 + Penalty 3806.721329 = -15050625.989676
  nChanged 1430
		SP:Iteration 14Q (98379.520000 sec): 3 clusters
  Score: Raw -15055146.939511 + Penalty 3806.721329 = -15051340.218182
  nChanged 1324
		SP:Iteration 15Q (98380.170000 sec): 3 clusters
  Score: Raw -15055814.229272 + Penalty 3806.721329 = -15052007.507944
  nChanged 1196
		SP:Iteration 16Q (98380.840000 sec): 3 clusters
  Score: Raw -15056389.133550 + Penalty 3806.721329 = -15052582.412222
  nChanged 1042
		SP:Iteration 17Q (98381.520000 sec): 3 clusters
  Score: Raw -15056884.350283 + Penalty 3806.721329 = -15053077.628955
  nChanged 885
		SP:Iteration 18Q (98382.200000 sec): 3 clusters
  Score: Raw -15057297.301002 + Penalty 3806.721329 = -15053490.579674
  nChanged 760
		SP:Iteration 19Q (98382.960000 sec): 3 clusters
  Score: Raw -15057633.658218 + Penalty 3806.721329 = -15053826.936890
  nChanged 636
		SP:Iteration 20F (98383.710000 sec): 3 clusters
  Score: Raw -15057903.630366 + Penalty 3806.721329 = -15054096.909037
  nChanged 551
		SP:Iteration 21Q (98384.410000 sec): 3 clusters
  Score: Raw -15058131.443861 + Penalty 3806.721329 = -15054324.722533
  nChanged 477
		SP:Iteration 22Q (98385.120000 sec): 3 clusters
  Score: Raw -15058328.609910 + Penalty 3806.721329 = -15054521.888582
  nChanged 446
		SP:Iteration 23Q (98385.820000 sec): 3 clusters
  Score: Raw -15058511.463788 + Penalty 3806.721329 = -15054704.742460
  nChanged 404
		SP:Iteration 24Q (98386.530000 sec): 3 clusters
  Score: Raw -15058677.691438 + Penalty 3806.721329 = -15054870.970110
  nChanged 337
		SP:Iteration 25Q (98387.260000 sec): 3 clusters
  Score: Raw -15058812.752043 + Penalty 3806.721329 = -15055006.030714
  nChanged 278
		SP:Iteration 26Q (98387.990000 sec): 3 clusters
  Score: Raw -15058920.945670 + Penalty 3806.721329 = -15055114.224341
  nChanged 244
		SP:Iteration 27Q (98388.690000 sec): 3 clusters
  Score: Raw -15059008.291646 + Penalty 3806.721329 = -15055201.570317
  nChanged 194
		SP:Iteration 28Q (98389.350000 sec): 3 clusters
  Score: Raw -15059067.953947 + Penalty 3806.721329 = -15055261.232618
  nChanged 161
		SP:Iteration 29Q (98390.020000 sec): 3 clusters
  Score: Raw -15059123.410208 + Penalty 3806.721329 = -15055316.688879
  nChanged 140
		SP:Iteration 30Q (98390.710000 sec): 3 clusters
  Score: Raw -15059168.668568 + Penalty 3806.721329 = -15055361.947240
  nChanged 120
		SP:Iteration 31Q (98391.430000 sec): 3 clusters
  Score: Raw -15059206.013187 + Penalty 3806.721329 = -15055399.291858
  nChanged 111
		SP:Iteration 32Q (98392.110000 sec): 3 clusters
  Score: Raw -15059236.612175 + Penalty 3806.721329 = -15055429.890846
  nChanged 85
		SP:Iteration 33Q (98392.830000 sec): 3 clusters
  Score: Raw -15059263.884432 + Penalty 3806.721329 = -15055457.163103
  nChanged 83
		SP:Iteration 34Q (98393.490000 sec): 3 clusters
  Score: Raw -15059288.391752 + Penalty 3806.721329 = -15055481.670424
  nChanged 66
		SP:Iteration 35Q (98394.180000 sec): 3 clusters
  Score: Raw -15059305.092752 + Penalty 3806.721329 = -15055498.371424
  nChanged 52
		SP:Iteration 36Q (98394.860000 sec): 3 clusters
  Score: Raw -15059318.468115 + Penalty 3806.721329 = -15055511.746787
  nChanged 44
		SP:Iteration 37Q (98395.550000 sec): 3 clusters
  Score: Raw -15059328.367292 + Penalty 3806.721329 = -15055521.645963
  nChanged 30
		SP:Iteration 38Q (98396.240000 sec): 3 clusters
  Score: Raw -15059336.307138 + Penalty 3806.721329 = -15055529.585809
  nChanged 38
		SP:Iteration 39Q (98396.910000 sec): 3 clusters
  Score: Raw -15059345.439437 + Penalty 3806.721329 = -15055538.718108
  nChanged 28
		SP:Iteration 40F (98397.570000 sec): 3 clusters
  Score: Raw -15059350.400656 + Penalty 3806.721329 = -15055543.679327
  nChanged 23
		SP:Iteration 41Q (98398.200000 sec): 3 clusters
  Score: Raw -15059354.764446 + Penalty 3806.721329 = -15055548.043118
  nChanged 22
		SP:Iteration 42Q (98398.850000 sec): 3 clusters
  Score: Raw -15059359.904599 + Penalty 3806.721329 = -15055553.183270
  nChanged 31
		SP:Iteration 43Q (98399.420000 sec): 3 clusters
  Score: Raw -15059367.121786 + Penalty 3806.721329 = -15055560.400457
  nChanged 24
		SP:Iteration 44Q (98400.060000 sec): 3 clusters
  Score: Raw -15059372.705874 + Penalty 3806.721329 = -15055565.984546
  nChanged 22
		SP:Iteration 45Q (98400.740000 sec): 3 clusters
  Score: Raw -15059377.733846 + Penalty 3806.721329 = -15055571.012517
  nChanged 23
		SP:Iteration 46Q (98401.350000 sec): 3 clusters
  Score: Raw -15059382.077720 + Penalty 3806.721329 = -15055575.356392
  nChanged 16
		SP:Iteration 47Q (98401.960000 sec): 3 clusters
  Score: Raw -15059385.195623 + Penalty 3806.721329 = -15055578.474295
  nChanged 15
		SP:Iteration 48Q (98402.580000 sec): 3 clusters
  Score: Raw -15059388.400339 + Penalty 3806.721329 = -15055581.679011
  nChanged 12
		SP:Iteration 49Q (98403.190000 sec): 3 clusters
  Score: Raw -15059390.366723 + Penalty 3806.721329 = -15055583.645395
  nChanged 16
		SP:Iteration 50Q (98403.850000 sec): 3 clusters
  Score: Raw -15059394.492357 + Penalty 3806.721329 = -15055587.771028
  nChanged 16
		SP:Iteration 51Q (98404.520000 sec): 3 clusters
  Score: Raw -15059397.550514 + Penalty 3806.721329 = -15055590.829185
  nChanged 16
		SP:Iteration 52Q (98405.150000 sec): 3 clusters
  Score: Raw -15059400.562432 + Penalty 3806.721329 = -15055593.841103
  nChanged 12
		SP:Iteration 53Q (98405.740000 sec): 3 clusters
  Score: Raw -15059402.730263 + Penalty 3806.721329 = -15055596.008934
  nChanged 14
		SP:Iteration 54Q (98406.360000 sec): 3 clusters
  Score: Raw -15059406.435100 + Penalty 3806.721329 = -15055599.713772
  nChanged 11
		SP:Iteration 55Q (98406.940000 sec): 3 clusters
  Score: Raw -15059408.343267 + Penalty 3806.721329 = -15055601.621939
  nChanged 9
		SP:Iteration 56Q (98407.500000 sec): 3 clusters
  Score: Raw -15059409.800525 + Penalty 3806.721329 = -15055603.079197
  nChanged 5
		SP:Iteration 57Q (98408.020000 sec): 3 clusters
  Score: Raw -15059410.710662 + Penalty 3806.721329 = -15055603.989333
  nChanged 2
		SP:Iteration 58Q (98408.590000 sec): 3 clusters
  Score: Raw -15059411.022988 + Penalty 3806.721329 = -15055604.301659
  nChanged 2
		SP:Iteration 59Q (98409.140000 sec): 3 clusters
  Score: Raw -15059411.518533 + Penalty 3806.721329 = -15055604.797204
  nChanged 3
		SP:Iteration 60F (98409.750000 sec): 3 clusters
  Score: Raw -15059412.065705 + Penalty 3806.721329 = -15055605.344376
  nChanged 5
		SP:Iteration 61Q (98410.290000 sec): 3 clusters
  Score: Raw -15059412.854008 + Penalty 3806.721329 = -15055606.132679
  nChanged 2
		SP:Iteration 62Q (98410.860000 sec): 3 clusters
  Score: Raw -15059413.385900 + Penalty 3806.721329 = -15055606.664571
  nChanged 5
		SP:Iteration 63Q (98411.510000 sec): 3 clusters
  Score: Raw -15059414.452471 + Penalty 3806.721329 = -15055607.731142
  nChanged 7
		SP:Iteration 64Q (98412.180000 sec): 3 clusters
  Score: Raw -15059416.593175 + Penalty 3806.721329 = -15055609.871846
  nChanged 6
		SP:Iteration 65Q (98412.850000 sec): 3 clusters
  Score: Raw -15059417.979967 + Penalty 3806.721329 = -15055611.258639
  nChanged 7
		SP:Iteration 66Q (98413.550000 sec): 3 clusters
  Score: Raw -15059419.498523 + Penalty 3806.721329 = -15055612.777194
  nChanged 2
		SP:Iteration 67Q (98414.250000 sec): 3 clusters
  Score: Raw -15059419.908167 + Penalty 3806.721329 = -15055613.186839
  nChanged 3
		SP:Iteration 68Q (98414.990000 sec): 3 clusters
  Score: Raw -15059420.390541 + Penalty 3806.721329 = -15055613.669213
  nChanged 5
		SP:Iteration 69Q (98415.730000 sec): 3 clusters
  Score: Raw -15059421.436669 + Penalty 3806.721329 = -15055614.715340
  nChanged 3
		SP:Iteration 70Q (98416.390000 sec): 3 clusters
  Score: Raw -15059421.951770 + Penalty 3806.721329 = -15055615.230441
  nChanged 4
		SP:Iteration 71Q (98417.130000 sec): 3 clusters
  Score: Raw -15059422.733806 + Penalty 3806.721329 = -15055616.012477
  nChanged 6
		SP:Iteration 72Q (98417.820000 sec): 3 clusters
  Score: Raw -15059423.918716 + Penalty 3806.721329 = -15055617.197387
  nChanged 6
		SP:Iteration 73Q (98418.510000 sec): 3 clusters
  Score: Raw -15059424.690387 + Penalty 3806.721329 = -15055617.969058
  nChanged 4
		SP:Iteration 74Q (98419.170000 sec): 3 clusters
  Score: Raw -15059425.466688 + Penalty 3806.721329 = -15055618.745359
  nChanged 3
		SP:Iteration 75Q (98419.790000 sec): 3 clusters
  Score: Raw -15059426.314631 + Penalty 3806.721329 = -15055619.593302
  nChanged 4
		SP:Iteration 76Q (98420.460000 sec): 3 clusters
  Score: Raw -15059427.124139 + Penalty 3806.721329 = -15055620.402810
  nChanged 2
		SP:Iteration 77Q (98421.210000 sec): 3 clusters
  Score: Raw -15059427.536446 + Penalty 3806.721329 = -15055620.815118
  nChanged 4
		SP:Iteration 78Q (98421.970000 sec): 3 clusters
  Score: Raw -15059428.230306 + Penalty 3806.721329 = -15055621.508977
  nChanged 3
		SP:Iteration 79Q (98422.730000 sec): 3 clusters
  Score: Raw -15059428.833549 + Penalty 3806.721329 = -15055622.112221
  nChanged 1
		SP:Iteration 80F (98423.510000 sec): 3 clusters
  Score: Raw -15059428.947783 + Penalty 3806.721329 = -15055622.226455
  nChanged 2
		SP:Iteration 81Q (98424.230000 sec): 3 clusters
  Score: Raw -15059429.504938 + Penalty 3806.721329 = -15055622.783609
  nChanged 3
		SP:Iteration 82Q (98424.950000 sec): 3 clusters
  Score: Raw -15059429.916715 + Penalty 3806.721329 = -15055623.195386
  nChanged 0
		SP:Iteration 83F (98425.700000 sec): 3 clusters
  Score: Raw -15059429.916715 + Penalty 3806.721329 = -15055623.195386
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (6005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98425.900000 sec): 2 clusters
  Score: Raw -710906.296693 + Penalty 1413.806507 = -709492.490186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98426.110000 sec): 3 clusters
  Score: Raw -707674.949223 + Penalty 2827.613014 = -704847.336209
  nChanged 2509
		SP:Iteration 1F (98426.300000 sec): 3 clusters
  Score: Raw -709180.834183 + Penalty 2827.613014 = -706353.221170
  nChanged 471
		SP:Iteration 2F (98426.500000 sec): 3 clusters
  Score: Raw -709489.406856 + Penalty 2827.613014 = -706661.793843
  nChanged 382
		SP:Iteration 3F (98426.690000 sec): 3 clusters
  Score: Raw -709721.499731 + Penalty 2827.613014 = -706893.886718
  nChanged 343
		SP:Iteration 4F (98426.910000 sec): 3 clusters
  Score: Raw -709923.342170 + Penalty 2827.613014 = -707095.729156
  nChanged 277
		SP:Iteration 5Q (98427.110000 sec): 3 clusters
  Score: Raw -710089.062835 + Penalty 2827.613014 = -707261.449821
  nChanged 232
		SP:Iteration 6Q (98427.290000 sec): 3 clusters
  Score: Raw -710216.425910 + Penalty 2827.613014 = -707388.812896
  nChanged 198
		SP:Iteration 7Q (98427.510000 sec): 3 clusters
  Score: Raw -710318.730470 + Penalty 2827.613014 = -707491.117456
  nChanged 187
		SP:Iteration 8Q (98427.690000 sec): 3 clusters
  Score: Raw -710426.588755 + Penalty 2827.613014 = -707598.975741
  nChanged 196
		SP:Iteration 9Q (98427.900000 sec): 3 clusters
  Score: Raw -710528.793109 + Penalty 2827.613014 = -707701.180096
  nChanged 155
		SP:Iteration 10Q (98428.090000 sec): 3 clusters
  Score: Raw -710603.313681 + Penalty 2827.613014 = -707775.700668
  nChanged 142
		SP:Iteration 11Q (98428.290000 sec): 3 clusters
  Score: Raw -710669.688693 + Penalty 2827.613014 = -707842.075679
  nChanged 134
		SP:Iteration 12Q (98428.490000 sec): 3 clusters
  Score: Raw -710727.758209 + Penalty 2827.613014 = -707900.145195
  nChanged 113
		SP:Iteration 13Q (98428.710000 sec): 3 clusters
  Score: Raw -710772.472919 + Penalty 2827.613014 = -707944.859905
  nChanged 93
		SP:Iteration 14Q (98428.910000 sec): 3 clusters
  Score: Raw -710816.108626 + Penalty 2827.613014 = -707988.495612
  nChanged 89
		SP:Iteration 15Q (98429.100000 sec): 3 clusters
  Score: Raw -710853.954863 + Penalty 2827.613014 = -708026.341850
  nChanged 78
		SP:Iteration 16Q (98429.310000 sec): 3 clusters
  Score: Raw -710894.308557 + Penalty 2827.613014 = -708066.695543
  nChanged 81
		SP:Iteration 17Q (98429.520000 sec): 3 clusters
  Score: Raw -710931.473317 + Penalty 2827.613014 = -708103.860303
  nChanged 66
		SP:Iteration 18Q (98429.690000 sec): 3 clusters
  Score: Raw -710959.842405 + Penalty 2827.613014 = -708132.229392
  nChanged 55
		SP:Iteration 19Q (98429.900000 sec): 3 clusters
  Score: Raw -710985.241180 + Penalty 2827.613014 = -708157.628167
  nChanged 52
		SP:Iteration 20F (98430.070000 sec): 3 clusters
  Score: Raw -711010.324374 + Penalty 2827.613014 = -708182.711360
  nChanged 46
		SP:Iteration 21Q (98430.300000 sec): 3 clusters
  Score: Raw -711028.162472 + Penalty 2827.613014 = -708200.549458
  nChanged 39
		SP:Iteration 22Q (98430.480000 sec): 3 clusters
  Score: Raw -711045.735950 + Penalty 2827.613014 = -708218.122937
  nChanged 46
		SP:Iteration 23Q (98430.670000 sec): 3 clusters
  Score: Raw -711061.816291 + Penalty 2827.613014 = -708234.203278
  nChanged 28
		SP:Iteration 24Q (98430.870000 sec): 3 clusters
  Score: Raw -711072.943333 + Penalty 2827.613014 = -708245.330319
  nChanged 25
		SP:Iteration 25Q (98431.100000 sec): 3 clusters
  Score: Raw -711082.896797 + Penalty 2827.613014 = -708255.283783
  nChanged 21
		SP:Iteration 26Q (98431.280000 sec): 3 clusters
  Score: Raw -711090.726186 + Penalty 2827.613014 = -708263.113172
  nChanged 18
		SP:Iteration 27Q (98431.460000 sec): 3 clusters
  Score: Raw -711095.984869 + Penalty 2827.613014 = -708268.371855
  nChanged 10
		SP:Iteration 28Q (98431.640000 sec): 3 clusters
  Score: Raw -711101.261170 + Penalty 2827.613014 = -708273.648157
  nChanged 11
		SP:Iteration 29Q (98431.870000 sec): 3 clusters
  Score: Raw -711104.610057 + Penalty 2827.613014 = -708276.997043
  nChanged 9
		SP:Iteration 30Q (98432.060000 sec): 3 clusters
  Score: Raw -711107.150771 + Penalty 2827.613014 = -708279.537757
  nChanged 9
		SP:Iteration 31Q (98432.260000 sec): 3 clusters
  Score: Raw -711109.919516 + Penalty 2827.613014 = -708282.306503
  nChanged 10
		SP:Iteration 32Q (98432.460000 sec): 3 clusters
  Score: Raw -711112.748823 + Penalty 2827.613014 = -708285.135810
  nChanged 8
		SP:Iteration 33Q (98432.640000 sec): 3 clusters
  Score: Raw -711114.643024 + Penalty 2827.613014 = -708287.030010
  nChanged 4
		SP:Iteration 34Q (98432.830000 sec): 3 clusters
  Score: Raw -711115.424530 + Penalty 2827.613014 = -708287.811516
  nChanged 3
		SP:Iteration 35Q (98433.020000 sec): 3 clusters
  Score: Raw -711116.693380 + Penalty 2827.613014 = -708289.080366
  nChanged 5
		SP:Iteration 36Q (98433.230000 sec): 3 clusters
  Score: Raw -711119.162209 + Penalty 2827.613014 = -708291.549196
  nChanged 6
		SP:Iteration 37Q (98433.440000 sec): 3 clusters
  Score: Raw -711120.738676 + Penalty 2827.613014 = -708293.125663
  nChanged 4
		SP:Iteration 38Q (98433.640000 sec): 3 clusters
  Score: Raw -711122.141848 + Penalty 2827.613014 = -708294.528835
  nChanged 1
		SP:Iteration 39Q (98433.830000 sec): 3 clusters
  Score: Raw -711122.269351 + Penalty 2827.613014 = -708294.656337
  nChanged 0
		SP:Iteration 40F (98434.050000 sec): 3 clusters
  Score: Raw -711122.269351 + Penalty 2827.613014 = -708294.656337
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (2862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98434.140000 sec): 2 clusters
  Score: Raw -334821.527634 + Penalty 1293.382344 = -333528.145291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98434.300000 sec): 3 clusters
  Score: Raw -333487.338454 + Penalty 2586.764687 = -330900.573767
  nChanged 1078
		SP:Iteration 1F (98434.490000 sec): 3 clusters
  Score: Raw -334231.792349 + Penalty 2586.764687 = -331645.027662
  nChanged 235
		SP:Iteration 2F (98434.660000 sec): 3 clusters
  Score: Raw -334449.713666 + Penalty 2586.764687 = -331862.948979
  nChanged 184
		SP:Iteration 3F (98434.860000 sec): 3 clusters
  Score: Raw -334613.344407 + Penalty 2586.764687 = -332026.579720
  nChanged 152
		SP:Iteration 4F (98435.010000 sec): 3 clusters
  Score: Raw -334736.078123 + Penalty 2586.764687 = -332149.313436
  nChanged 129
		SP:Iteration 5Q (98435.180000 sec): 3 clusters
  Score: Raw -334853.864832 + Penalty 2586.764687 = -332267.100145
  nChanged 110
		SP:Iteration 6Q (98435.380000 sec): 3 clusters
  Score: Raw -334933.203064 + Penalty 2586.764687 = -332346.438377
  nChanged 94
		SP:Iteration 7Q (98435.560000 sec): 3 clusters
  Score: Raw -335015.510496 + Penalty 2586.764687 = -332428.745809
  nChanged 99
		SP:Iteration 8Q (98435.760000 sec): 3 clusters
  Score: Raw -335096.426467 + Penalty 2586.764687 = -332509.661780
  nChanged 90
		SP:Iteration 9Q (98435.920000 sec): 3 clusters
  Score: Raw -335165.276581 + Penalty 2586.764687 = -332578.511894
  nChanged 80
		SP:Iteration 10Q (98436.090000 sec): 3 clusters
  Score: Raw -335223.453240 + Penalty 2586.764687 = -332636.688553
  nChanged 71
		SP:Iteration 11Q (98436.270000 sec): 3 clusters
  Score: Raw -335273.818468 + Penalty 2586.764687 = -332687.053781
  nChanged 68
		SP:Iteration 12Q (98436.410000 sec): 3 clusters
  Score: Raw -335322.334461 + Penalty 2586.764687 = -332735.569774
  nChanged 62
		SP:Iteration 13Q (98436.580000 sec): 3 clusters
  Score: Raw -335364.856479 + Penalty 2586.764687 = -332778.091792
  nChanged 56
		SP:Iteration 14Q (98436.750000 sec): 3 clusters
  Score: Raw -335403.450691 + Penalty 2586.764687 = -332816.686004
  nChanged 42
		SP:Iteration 15Q (98436.950000 sec): 3 clusters
  Score: Raw -335435.942200 + Penalty 2586.764687 = -332849.177513
  nChanged 44
		SP:Iteration 16Q (98437.140000 sec): 3 clusters
  Score: Raw -335475.846129 + Penalty 2586.764687 = -332889.081442
  nChanged 43
		SP:Iteration 17Q (98437.280000 sec): 3 clusters
  Score: Raw -335504.565977 + Penalty 2586.764687 = -332917.801290
  nChanged 30
		SP:Iteration 18Q (98437.440000 sec): 3 clusters
  Score: Raw -335525.688511 + Penalty 2586.764687 = -332938.923824
  nChanged 27
		SP:Iteration 19Q (98437.640000 sec): 3 clusters
  Score: Raw -335543.304667 + Penalty 2586.764687 = -332956.539980
  nChanged 26
		SP:Iteration 20F (98437.840000 sec): 3 clusters
  Score: Raw -335556.709855 + Penalty 2586.764687 = -332969.945168
  nChanged 18
		SP:Iteration 21Q (98438.010000 sec): 3 clusters
  Score: Raw -335564.031379 + Penalty 2586.764687 = -332977.266692
  nChanged 13
		SP:Iteration 22Q (98438.200000 sec): 3 clusters
  Score: Raw -335568.893893 + Penalty 2586.764687 = -332982.129206
  nChanged 11
		SP:Iteration 23Q (98438.410000 sec): 3 clusters
  Score: Raw -335574.574701 + Penalty 2586.764687 = -332987.810014
  nChanged 9
		SP:Iteration 24Q (98438.580000 sec): 3 clusters
  Score: Raw -335579.932274 + Penalty 2586.764687 = -332993.167587
  nChanged 6
		SP:Iteration 25Q (98438.790000 sec): 3 clusters
  Score: Raw -335583.688593 + Penalty 2586.764687 = -332996.923906
  nChanged 9
		SP:Iteration 26Q (98438.960000 sec): 3 clusters
  Score: Raw -335587.100884 + Penalty 2586.764687 = -333000.336197
  nChanged 3
		SP:Iteration 27Q (98439.100000 sec): 3 clusters
  Score: Raw -335589.341631 + Penalty 2586.764687 = -333002.576944
  nChanged 5
		SP:Iteration 28Q (98439.310000 sec): 3 clusters
  Score: Raw -335591.387995 + Penalty 2586.764687 = -333004.623308
  nChanged 3
		SP:Iteration 29Q (98439.520000 sec): 3 clusters
  Score: Raw -335592.786371 + Penalty 2586.764687 = -333006.021684
  nChanged 3
		SP:Iteration 30Q (98439.660000 sec): 3 clusters
  Score: Raw -335594.915769 + Penalty 2586.764687 = -333008.151082
  nChanged 4
		SP:Iteration 31Q (98439.890000 sec): 3 clusters
  Score: Raw -335596.606920 + Penalty 2586.764687 = -333009.842233
  nChanged 4
		SP:Iteration 32Q (98440.060000 sec): 3 clusters
  Score: Raw -335597.762524 + Penalty 2586.764687 = -333010.997837
  nChanged 1
		SP:Iteration 33Q (98440.250000 sec): 3 clusters
  Score: Raw -335597.830625 + Penalty 2586.764687 = -333011.065938
  nChanged 1
		SP:Iteration 34Q (98440.410000 sec): 3 clusters
  Score: Raw -335598.378612 + Penalty 2586.764687 = -333011.613925
  nChanged 1
		SP:Iteration 35Q (98440.580000 sec): 3 clusters
  Score: Raw -335598.677873 + Penalty 2586.764687 = -333011.913186
  nChanged 0
		SP:Iteration 36F (98440.770000 sec): 3 clusters
  Score: Raw -335598.677873 + Penalty 2586.764687 = -333011.913186
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98440.840000 sec): 2 clusters
  Score: Raw -68868.869482 + Penalty 1034.271998 = -67834.597484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98441.030000 sec): 3 clusters
  Score: Raw -68768.707036 + Penalty 2068.543996 = -66700.163040
  nChanged 154
		SP:Iteration 1F (98441.260000 sec): 3 clusters
  Score: Raw -68974.251272 + Penalty 2068.543996 = -66905.707276
  nChanged 40
		SP:Iteration 2F (98441.430000 sec): 3 clusters
  Score: Raw -69146.327770 + Penalty 2068.543996 = -67077.783774
  nChanged 42
		SP:Iteration 3F (98441.610000 sec): 3 clusters
  Score: Raw -69237.015952 + Penalty 2068.543996 = -67168.471956
  nChanged 27
		SP:Iteration 4Q (98441.780000 sec): 3 clusters
  Score: Raw -69289.509372 + Penalty 2068.543996 = -67220.965376
  nChanged 20
		SP:Iteration 5Q (98441.910000 sec): 3 clusters
  Score: Raw -69323.698351 + Penalty 2068.543996 = -67255.154355
  nChanged 24
		SP:Iteration 6Q (98442.090000 sec): 3 clusters
  Score: Raw -69363.485610 + Penalty 2068.543996 = -67294.941614
  nChanged 12
		SP:Iteration 7Q (98442.240000 sec): 3 clusters
  Score: Raw -69383.581876 + Penalty 2068.543996 = -67315.037880
  nChanged 3
		SP:Iteration 8Q (98442.420000 sec): 3 clusters
  Score: Raw -69388.476744 + Penalty 2068.543996 = -67319.932748
  nChanged 2
		SP:Iteration 9Q (98442.600000 sec): 3 clusters
  Score: Raw -69391.797912 + Penalty 2068.543996 = -67323.253916
  nChanged 1
		SP:Iteration 10Q (98442.780000 sec): 3 clusters
  Score: Raw -69392.743952 + Penalty 2068.543996 = -67324.199956
  nChanged 0
		SP:Iteration 11F (98442.930000 sec): 3 clusters
  Score: Raw -69392.743952 + Penalty 2068.543996 = -67324.199956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98443.000000 sec): 2 clusters
  Score: Raw -38786.233591 + Penalty 960.944238 = -37825.289352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98443.170000 sec): 3 clusters
  Score: Raw -38855.246370 + Penalty 1921.888477 = -36933.357893
  nChanged 86
		SP:Iteration 1F (98443.330000 sec): 3 clusters
  Score: Raw -39072.646802 + Penalty 1921.888477 = -37150.758326
  nChanged 33
		SP:Iteration 2F (98443.500000 sec): 3 clusters
  Score: Raw -39192.301885 + Penalty 1921.888477 = -37270.413408
  nChanged 25
		SP:Iteration 3F (98443.690000 sec): 3 clusters
  Score: Raw -39297.303158 + Penalty 1921.888477 = -37375.414681
  nChanged 6
		SP:Iteration 4Q (98443.860000 sec): 3 clusters
  Score: Raw -39323.125177 + Penalty 1921.888477 = -37401.236700
  nChanged 3
		SP:Iteration 5Q (98444.060000 sec): 3 clusters
  Score: Raw -39334.030563 + Penalty 1921.888477 = -37412.142086
  nChanged 3
		SP:Iteration 6Q (98444.220000 sec): 3 clusters
  Score: Raw -39343.892548 + Penalty 1921.888477 = -37422.004071
  nChanged 3
		SP:Iteration 7Q (98444.420000 sec): 3 clusters
  Score: Raw -39355.775938 + Penalty 1921.888477 = -37433.887461
  nChanged 2
		SP:Iteration 8Q (98444.620000 sec): 3 clusters
  Score: Raw -39367.723314 + Penalty 1921.888477 = -37445.834838
  nChanged 2
		SP:Iteration 9Q (98444.770000 sec): 3 clusters
  Score: Raw -39376.437020 + Penalty 1921.888477 = -37454.548544
  nChanged 2
		SP:Iteration 10Q (98444.980000 sec): 3 clusters
  Score: Raw -39380.726847 + Penalty 1921.888477 = -37458.838371
  nChanged 2
		SP:Iteration 11Q (98445.130000 sec): 3 clusters
  Score: Raw -39384.246448 + Penalty 1921.888477 = -37462.357972
  nChanged 2
		SP:Iteration 12Q (98445.280000 sec): 3 clusters
  Score: Raw -39392.525659 + Penalty 1921.888477 = -37470.637182
  nChanged 2
		SP:Iteration 13Q (98445.440000 sec): 3 clusters
  Score: Raw -39402.030776 + Penalty 1921.888477 = -37480.142299
  nChanged 3
		SP:Iteration 14Q (98445.650000 sec): 3 clusters
  Score: Raw -39410.126978 + Penalty 1921.888477 = -37488.238501
  nChanged 5
		SP:Iteration 15Q (98445.810000 sec): 3 clusters
  Score: Raw -39422.006316 + Penalty 1921.888477 = -37500.117839
  nChanged 1
		SP:Iteration 16Q (98445.950000 sec): 3 clusters
  Score: Raw -39424.925162 + Penalty 1921.888477 = -37503.036685
  nChanged 1
		SP:Iteration 17Q (98446.160000 sec): 3 clusters
  Score: Raw -39430.665618 + Penalty 1921.888477 = -37508.777142
  nChanged 0
		SP:Iteration 18F (98446.320000 sec): 3 clusters
  Score: Raw -39430.665618 + Penalty 1921.888477 = -37508.777142
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (11260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98446.510000 sec): 2 clusters
  Score: Raw -1338144.371519 + Penalty 1515.964434 = -1336628.407085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98446.780000 sec): 3 clusters
  Score: Raw -1331688.565869 + Penalty 3031.928868 = -1328656.637000
  nChanged 4911
		SP:Iteration 1F (98446.980000 sec): 3 clusters
  Score: Raw -1334563.989824 + Penalty 3031.928868 = -1331532.060956
  nChanged 734
		SP:Iteration 2F (98447.240000 sec): 3 clusters
  Score: Raw -1334975.904083 + Penalty 3031.928868 = -1331943.975215
  nChanged 654
		SP:Iteration 3F (98447.470000 sec): 3 clusters
  Score: Raw -1335328.338002 + Penalty 3031.928868 = -1332296.409134
  nChanged 551
		SP:Iteration 4Q (98447.660000 sec): 3 clusters
  Score: Raw -1335636.097199 + Penalty 3031.928868 = -1332604.168331
  nChanged 537
		SP:Iteration 5Q (98447.880000 sec): 3 clusters
  Score: Raw -1335938.774277 + Penalty 3031.928868 = -1332906.845409
  nChanged 537
		SP:Iteration 6Q (98448.110000 sec): 3 clusters
  Score: Raw -1336254.617267 + Penalty 3031.928868 = -1333222.688399
  nChanged 556
		SP:Iteration 7Q (98448.360000 sec): 3 clusters
  Score: Raw -1336594.425333 + Penalty 3031.928868 = -1333562.496464
  nChanged 543
		SP:Iteration 8Q (98448.590000 sec): 3 clusters
  Score: Raw -1336948.160436 + Penalty 3031.928868 = -1333916.231568
  nChanged 511
		SP:Iteration 9Q (98448.770000 sec): 3 clusters
  Score: Raw -1337264.341611 + Penalty 3031.928868 = -1334232.412743
  nChanged 388
		SP:Iteration 10Q (98449.030000 sec): 3 clusters
  Score: Raw -1337501.624030 + Penalty 3031.928868 = -1334469.695162
  nChanged 327
		SP:Iteration 11Q (98449.250000 sec): 3 clusters
  Score: Raw -1337690.616694 + Penalty 3031.928868 = -1334658.687826
  nChanged 262
		SP:Iteration 12Q (98449.450000 sec): 3 clusters
  Score: Raw -1337827.852161 + Penalty 3031.928868 = -1334795.923293
  nChanged 213
		SP:Iteration 13Q (98449.700000 sec): 3 clusters
  Score: Raw -1337937.288582 + Penalty 3031.928868 = -1334905.359714
  nChanged 162
		SP:Iteration 14Q (98449.890000 sec): 3 clusters
  Score: Raw -1338025.039834 + Penalty 3031.928868 = -1334993.110966
  nChanged 135
		SP:Iteration 15Q (98450.120000 sec): 3 clusters
  Score: Raw -1338097.394600 + Penalty 3031.928868 = -1335065.465732
  nChanged 121
		SP:Iteration 16Q (98450.330000 sec): 3 clusters
  Score: Raw -1338167.080726 + Penalty 3031.928868 = -1335135.151858
  nChanged 79
		SP:Iteration 17Q (98450.520000 sec): 3 clusters
  Score: Raw -1338205.864125 + Penalty 3031.928868 = -1335173.935257
  nChanged 67
		SP:Iteration 18Q (98450.770000 sec): 3 clusters
  Score: Raw -1338240.615867 + Penalty 3031.928868 = -1335208.686999
  nChanged 61
		SP:Iteration 19Q (98450.970000 sec): 3 clusters
  Score: Raw -1338272.449688 + Penalty 3031.928868 = -1335240.520820
  nChanged 52
		SP:Iteration 20F (98451.210000 sec): 3 clusters
  Score: Raw -1338303.585254 + Penalty 3031.928868 = -1335271.656386
  nChanged 49
		SP:Iteration 21Q (98451.380000 sec): 3 clusters
  Score: Raw -1338331.374675 + Penalty 3031.928868 = -1335299.445807
  nChanged 46
		SP:Iteration 22Q (98451.580000 sec): 3 clusters
  Score: Raw -1338356.994090 + Penalty 3031.928868 = -1335325.065222
  nChanged 36
		SP:Iteration 23Q (98451.830000 sec): 3 clusters
  Score: Raw -1338374.467150 + Penalty 3031.928868 = -1335342.538282
  nChanged 32
		SP:Iteration 24Q (98452.050000 sec): 3 clusters
  Score: Raw -1338389.609338 + Penalty 3031.928868 = -1335357.680470
  nChanged 21
		SP:Iteration 25Q (98452.270000 sec): 3 clusters
  Score: Raw -1338398.051427 + Penalty 3031.928868 = -1335366.122559
  nChanged 13
		SP:Iteration 26Q (98452.470000 sec): 3 clusters
  Score: Raw -1338403.830029 + Penalty 3031.928868 = -1335371.901161
  nChanged 13
		SP:Iteration 27Q (98452.660000 sec): 3 clusters
  Score: Raw -1338410.482249 + Penalty 3031.928868 = -1335378.553381
  nChanged 16
		SP:Iteration 28Q (98452.870000 sec): 3 clusters
  Score: Raw -1338420.158726 + Penalty 3031.928868 = -1335388.229858
  nChanged 14
		SP:Iteration 29Q (98453.070000 sec): 3 clusters
  Score: Raw -1338425.082409 + Penalty 3031.928868 = -1335393.153540
  nChanged 11
		SP:Iteration 30Q (98453.290000 sec): 3 clusters
  Score: Raw -1338428.773982 + Penalty 3031.928868 = -1335396.845114
  nChanged 11
		SP:Iteration 31Q (98453.490000 sec): 3 clusters
  Score: Raw -1338434.136401 + Penalty 3031.928868 = -1335402.207533
  nChanged 7
		SP:Iteration 32Q (98453.700000 sec): 3 clusters
  Score: Raw -1338436.760067 + Penalty 3031.928868 = -1335404.831199
  nChanged 4
		SP:Iteration 33Q (98453.950000 sec): 3 clusters
  Score: Raw -1338437.907719 + Penalty 3031.928868 = -1335405.978851
  nChanged 5
		SP:Iteration 34Q (98454.170000 sec): 3 clusters
  Score: Raw -1338439.169600 + Penalty 3031.928868 = -1335407.240732
  nChanged 5
		SP:Iteration 35Q (98454.400000 sec): 3 clusters
  Score: Raw -1338440.953697 + Penalty 3031.928868 = -1335409.024829
  nChanged 6
		SP:Iteration 36Q (98454.600000 sec): 3 clusters
  Score: Raw -1338443.472491 + Penalty 3031.928868 = -1335411.543623
  nChanged 6
		SP:Iteration 37Q (98454.860000 sec): 3 clusters
  Score: Raw -1338445.429834 + Penalty 3031.928868 = -1335413.500966
  nChanged 3
		SP:Iteration 38Q (98455.060000 sec): 3 clusters
  Score: Raw -1338446.504399 + Penalty 3031.928868 = -1335414.575531
  nChanged 2
		SP:Iteration 39Q (98455.260000 sec): 3 clusters
  Score: Raw -1338447.653377 + Penalty 3031.928868 = -1335415.724509
  nChanged 3
		SP:Iteration 40F (98455.470000 sec): 3 clusters
  Score: Raw -1338448.954093 + Penalty 3031.928868 = -1335417.025225
  nChanged 5
		SP:Iteration 41Q (98455.710000 sec): 3 clusters
  Score: Raw -1338450.607254 + Penalty 3031.928868 = -1335418.678386
  nChanged 4
		SP:Iteration 42Q (98455.940000 sec): 3 clusters
  Score: Raw -1338451.870209 + Penalty 3031.928868 = -1335419.941341
  nChanged 2
		SP:Iteration 43Q (98456.190000 sec): 3 clusters
  Score: Raw -1338452.220512 + Penalty 3031.928868 = -1335420.291644
  nChanged 1
		SP:Iteration 44Q (98456.400000 sec): 3 clusters
  Score: Raw -1338452.358701 + Penalty 3031.928868 = -1335420.429833
  nChanged 0
		SP:Iteration 45F (98456.590000 sec): 3 clusters
  Score: Raw -1338452.358701 + Penalty 3031.928868 = -1335420.429833
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (3807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98456.710000 sec): 2 clusters
  Score: Raw -446105.969233 + Penalty 1339.746973 = -444766.222260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98456.920000 sec): 3 clusters
  Score: Raw -444246.886719 + Penalty 2679.493946 = -441567.392773
  nChanged 1479
		SP:Iteration 1F (98457.120000 sec): 3 clusters
  Score: Raw -445037.450247 + Penalty 2679.493946 = -442357.956301
  nChanged 294
		SP:Iteration 2F (98457.240000 sec): 3 clusters
  Score: Raw -445205.003308 + Penalty 2679.493946 = -442525.509362
  nChanged 200
		SP:Iteration 3F (98457.460000 sec): 3 clusters
  Score: Raw -445325.191349 + Penalty 2679.493946 = -442645.697403
  nChanged 159
		SP:Iteration 4Q (98457.590000 sec): 3 clusters
  Score: Raw -445409.990085 + Penalty 2679.493946 = -442730.496139
  nChanged 132
		SP:Iteration 5Q (98457.750000 sec): 3 clusters
  Score: Raw -445486.419860 + Penalty 2679.493946 = -442806.925914
  nChanged 135
		SP:Iteration 6Q (98457.930000 sec): 3 clusters
  Score: Raw -445585.577983 + Penalty 2679.493946 = -442906.084037
  nChanged 155
		SP:Iteration 7Q (98458.110000 sec): 3 clusters
  Score: Raw -445709.852917 + Penalty 2679.493946 = -443030.358972
  nChanged 156
		SP:Iteration 8Q (98458.310000 sec): 3 clusters
  Score: Raw -445821.172549 + Penalty 2679.493946 = -443141.678603
  nChanged 162
		SP:Iteration 9Q (98458.500000 sec): 3 clusters
  Score: Raw -445947.863063 + Penalty 2679.493946 = -443268.369117
  nChanged 142
		SP:Iteration 10Q (98458.700000 sec): 3 clusters
  Score: Raw -446053.069965 + Penalty 2679.493946 = -443373.576020
  nChanged 117
		SP:Iteration 11Q (98458.860000 sec): 3 clusters
  Score: Raw -446147.913999 + Penalty 2679.493946 = -443468.420053
  nChanged 115
		SP:Iteration 12Q (98459.040000 sec): 3 clusters
  Score: Raw -446233.838492 + Penalty 2679.493946 = -443554.344546
  nChanged 108
		SP:Iteration 13Q (98459.230000 sec): 3 clusters
  Score: Raw -446309.498948 + Penalty 2679.493946 = -443630.005002
  nChanged 107
		SP:Iteration 14Q (98459.420000 sec): 3 clusters
  Score: Raw -446379.824384 + Penalty 2679.493946 = -443700.330438
  nChanged 91
		SP:Iteration 15Q (98459.550000 sec): 3 clusters
  Score: Raw -446445.846118 + Penalty 2679.493946 = -443766.352172
  nChanged 85
		SP:Iteration 16Q (98459.750000 sec): 3 clusters
  Score: Raw -446536.363577 + Penalty 2679.493946 = -443856.869631
  nChanged 81
		SP:Iteration 17Q (98459.940000 sec): 3 clusters
  Score: Raw -446609.472345 + Penalty 2679.493946 = -443929.978399
  nChanged 94
		SP:Iteration 18Q (98460.130000 sec): 3 clusters
  Score: Raw -446680.052429 + Penalty 2679.493946 = -444000.558483
  nChanged 80
		SP:Iteration 19Q (98460.310000 sec): 3 clusters
  Score: Raw -446733.005593 + Penalty 2679.493946 = -444053.511647
  nChanged 65
		SP:Iteration 20F (98460.490000 sec): 3 clusters
  Score: Raw -446765.932289 + Penalty 2679.493946 = -444086.438343
  nChanged 54
		SP:Iteration 21Q (98460.690000 sec): 3 clusters
  Score: Raw -446788.914592 + Penalty 2679.493946 = -444109.420646
  nChanged 35
		SP:Iteration 22Q (98460.890000 sec): 3 clusters
  Score: Raw -446801.555160 + Penalty 2679.493946 = -444122.061215
  nChanged 25
		SP:Iteration 23Q (98461.060000 sec): 3 clusters
  Score: Raw -446810.544746 + Penalty 2679.493946 = -444131.050801
  nChanged 23
		SP:Iteration 24Q (98461.280000 sec): 3 clusters
  Score: Raw -446819.147331 + Penalty 2679.493946 = -444139.653385
  nChanged 20
		SP:Iteration 25Q (98461.440000 sec): 3 clusters
  Score: Raw -446825.139064 + Penalty 2679.493946 = -444145.645118
  nChanged 10
		SP:Iteration 26Q (98461.650000 sec): 3 clusters
  Score: Raw -446827.750995 + Penalty 2679.493946 = -444148.257049
  nChanged 7
		SP:Iteration 27Q (98461.850000 sec): 3 clusters
  Score: Raw -446829.082694 + Penalty 2679.493946 = -444149.588748
  nChanged 4
		SP:Iteration 28Q (98462.010000 sec): 3 clusters
  Score: Raw -446830.516829 + Penalty 2679.493946 = -444151.022883
  nChanged 4
		SP:Iteration 29Q (98462.190000 sec): 3 clusters
  Score: Raw -446831.007783 + Penalty 2679.493946 = -444151.513837
  nChanged 2
		SP:Iteration 30Q (98462.370000 sec): 3 clusters
  Score: Raw -446831.356386 + Penalty 2679.493946 = -444151.862440
  nChanged 2
		SP:Iteration 31Q (98462.550000 sec): 3 clusters
  Score: Raw -446831.568030 + Penalty 2679.493946 = -444152.074084
  nChanged 1
		SP:Iteration 32Q (98462.760000 sec): 3 clusters
  Score: Raw -446831.785726 + Penalty 2679.493946 = -444152.291780
  nChanged 3
		SP:Iteration 33Q (98462.900000 sec): 3 clusters
  Score: Raw -446832.213661 + Penalty 2679.493946 = -444152.719715
  nChanged 3
		SP:Iteration 34Q (98463.070000 sec): 3 clusters
  Score: Raw -446832.536111 + Penalty 2679.493946 = -444153.042165
  nChanged 0
		SP:Iteration 35F (98463.210000 sec): 3 clusters
  Score: Raw -446832.536111 + Penalty 2679.493946 = -444153.042165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (1426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98463.310000 sec): 2 clusters
  Score: Raw -156663.815413 + Penalty 1180.177148 = -155483.638265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98463.480000 sec): 3 clusters
  Score: Raw -156134.743857 + Penalty 2360.354295 = -153774.389561
  nChanged 497
		SP:Iteration 1F (98463.660000 sec): 3 clusters
  Score: Raw -156651.946583 + Penalty 2360.354295 = -154291.592288
  nChanged 144
		SP:Iteration 2F (98463.820000 sec): 3 clusters
  Score: Raw -156888.866182 + Penalty 2360.354295 = -154528.511887
  nChanged 102
		SP:Iteration 3F (98464.000000 sec): 3 clusters
  Score: Raw -157067.852351 + Penalty 2360.354295 = -154707.498055
  nChanged 84
		SP:Iteration 4F (98464.180000 sec): 3 clusters
  Score: Raw -157212.934884 + Penalty 2360.354295 = -154852.580589
  nChanged 73
		SP:Iteration 5F (98464.330000 sec): 3 clusters
  Score: Raw -157358.790990 + Penalty 2360.354295 = -154998.436694
  nChanged 57
		SP:Iteration 6Q (98464.550000 sec): 3 clusters
  Score: Raw -157485.878522 + Penalty 2360.354295 = -155125.524226
  nChanged 45
		SP:Iteration 7Q (98464.710000 sec): 3 clusters
  Score: Raw -157568.254285 + Penalty 2360.354295 = -155207.899990
  nChanged 33
		SP:Iteration 8Q (98464.900000 sec): 3 clusters
  Score: Raw -157617.954843 + Penalty 2360.354295 = -155257.600548
  nChanged 27
		SP:Iteration 9Q (98465.050000 sec): 3 clusters
  Score: Raw -157661.455822 + Penalty 2360.354295 = -155301.101527
  nChanged 25
		SP:Iteration 10Q (98465.250000 sec): 3 clusters
  Score: Raw -157687.959674 + Penalty 2360.354295 = -155327.605379
  nChanged 9
		SP:Iteration 11Q (98465.460000 sec): 3 clusters
  Score: Raw -157693.925474 + Penalty 2360.354295 = -155333.571179
  nChanged 1
		SP:Iteration 12Q (98465.640000 sec): 3 clusters
  Score: Raw -157694.136569 + Penalty 2360.354295 = -155333.782274
  nChanged 0
		SP:Iteration 13F (98465.790000 sec): 3 clusters
  Score: Raw -157694.136569 + Penalty 2360.354295 = -155333.782274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 69 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98465.890000 sec): 2 clusters
  Score: Raw -20577.273418 + Penalty 889.925327 = -19687.348091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98466.050000 sec): 3 clusters
  Score: Raw -20779.448190 + Penalty 1779.850654 = -18999.597535
  nChanged 66
		SP:Iteration 1F (98466.260000 sec): 3 clusters
  Score: Raw -21065.430578 + Penalty 1779.850654 = -19285.579924
  nChanged 18
		SP:Iteration 2F (98466.410000 sec): 3 clusters
  Score: Raw -21144.129384 + Penalty 1779.850654 = -19364.278729
  nChanged 1
		SP:Iteration 3Q (98466.600000 sec): 3 clusters
  Score: Raw -21145.336738 + Penalty 1779.850654 = -19365.486083
  nChanged 0
		SP:Iteration 4F (98466.760000 sec): 3 clusters
  Score: Raw -21145.336738 + Penalty 1779.850654 = -19365.486083
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 70 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98466.860000 sec): 2 clusters
  Score: Raw -74444.554041 + Penalty 1059.121582 = -73385.432460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98467.070000 sec): 3 clusters
  Score: Raw -74326.777064 + Penalty 2118.243164 = -72208.533900
  nChanged 181
		SP:Iteration 1F (98467.250000 sec): 3 clusters
  Score: Raw -74556.437119 + Penalty 2118.243164 = -72438.193955
  nChanged 57
		SP:Iteration 2F (98467.470000 sec): 3 clusters
  Score: Raw -74657.924930 + Penalty 2118.243164 = -72539.681767
  nChanged 29
		SP:Iteration 3Q (98467.610000 sec): 3 clusters
  Score: Raw -74712.678458 + Penalty 2118.243164 = -72594.435295
  nChanged 20
		SP:Iteration 4Q (98467.790000 sec): 3 clusters
  Score: Raw -74771.653858 + Penalty 2118.243164 = -72653.410694
  nChanged 16
		SP:Iteration 5Q (98467.980000 sec): 3 clusters
  Score: Raw -74815.815212 + Penalty 2118.243164 = -72697.572048
  nChanged 12
		SP:Iteration 6Q (98468.130000 sec): 3 clusters
  Score: Raw -74826.195985 + Penalty 2118.243164 = -72707.952822
  nChanged 3
		SP:Iteration 7Q (98468.320000 sec): 3 clusters
  Score: Raw -74832.534766 + Penalty 2118.243164 = -72714.291602
  nChanged 2
		SP:Iteration 8Q (98468.490000 sec): 3 clusters
  Score: Raw -74835.799775 + Penalty 2118.243164 = -72717.556612
  nChanged 2
		SP:Iteration 9Q (98468.650000 sec): 3 clusters
  Score: Raw -74837.497149 + Penalty 2118.243164 = -72719.253985
  nChanged 1
		SP:Iteration 10Q (98468.830000 sec): 3 clusters
  Score: Raw -74837.743704 + Penalty 2118.243164 = -72719.500540
  nChanged 0
		SP:Iteration 11F (98469.020000 sec): 3 clusters
  Score: Raw -74837.743704 + Penalty 2118.243164 = -72719.500540
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 71 (4535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98469.100000 sec): 2 clusters
  Score: Raw -471646.138789 + Penalty 1368.181809 = -470277.956980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98469.330000 sec): 3 clusters
  Score: Raw -469452.141966 + Penalty 2736.363618 = -466715.778348
  nChanged 1822
		SP:Iteration 1F (98469.510000 sec): 3 clusters
  Score: Raw -471005.222986 + Penalty 2736.363618 = -468268.859368
  nChanged 457
		SP:Iteration 2F (98469.710000 sec): 3 clusters
  Score: Raw -471513.779489 + Penalty 2736.363618 = -468777.415872
  nChanged 344
		SP:Iteration 3F (98469.890000 sec): 3 clusters
  Score: Raw -471846.008717 + Penalty 2736.363618 = -469109.645099
  nChanged 258
		SP:Iteration 4F (98470.060000 sec): 3 clusters
  Score: Raw -472058.007684 + Penalty 2736.363618 = -469321.644066
  nChanged 171
		SP:Iteration 5Q (98470.280000 sec): 3 clusters
  Score: Raw -472158.371541 + Penalty 2736.363618 = -469422.007923
  nChanged 110
		SP:Iteration 6Q (98470.470000 sec): 3 clusters
  Score: Raw -472229.393730 + Penalty 2736.363618 = -469493.030112
  nChanged 96
		SP:Iteration 7Q (98470.630000 sec): 3 clusters
  Score: Raw -472276.697544 + Penalty 2736.363618 = -469540.333926
  nChanged 70
		SP:Iteration 8Q (98470.850000 sec): 3 clusters
  Score: Raw -472314.456306 + Penalty 2736.363618 = -469578.092688
  nChanged 57
		SP:Iteration 9Q (98471.040000 sec): 3 clusters
  Score: Raw -472341.027211 + Penalty 2736.363618 = -469604.663593
  nChanged 54
		SP:Iteration 10Q (98471.220000 sec): 3 clusters
  Score: Raw -472362.911418 + Penalty 2736.363618 = -469626.547800
  nChanged 39
		SP:Iteration 11Q (98471.450000 sec): 3 clusters
  Score: Raw -472376.294541 + Penalty 2736.363618 = -469639.930923
  nChanged 35
		SP:Iteration 12Q (98471.630000 sec): 3 clusters
  Score: Raw -472392.557667 + Penalty 2736.363618 = -469656.194049
  nChanged 33
		SP:Iteration 13Q (98471.830000 sec): 3 clusters
  Score: Raw -472408.304195 + Penalty 2736.363618 = -469671.940577
  nChanged 31
		SP:Iteration 14Q (98471.990000 sec): 3 clusters
  Score: Raw -472417.716460 + Penalty 2736.363618 = -469681.352842
  nChanged 17
		SP:Iteration 15Q (98472.170000 sec): 3 clusters
  Score: Raw -472423.594723 + Penalty 2736.363618 = -469687.231105
  nChanged 21
		SP:Iteration 16Q (98472.360000 sec): 3 clusters
  Score: Raw -472429.864964 + Penalty 2736.363618 = -469693.501346
  nChanged 21
		SP:Iteration 17Q (98472.580000 sec): 3 clusters
  Score: Raw -472435.727222 + Penalty 2736.363618 = -469699.363604
  nChanged 20
		SP:Iteration 18Q (98472.760000 sec): 3 clusters
  Score: Raw -472441.042599 + Penalty 2736.363618 = -469704.678982
  nChanged 10
		SP:Iteration 19Q (98472.970000 sec): 3 clusters
  Score: Raw -472443.710084 + Penalty 2736.363618 = -469707.346466
  nChanged 9
		SP:Iteration 20F (98473.150000 sec): 3 clusters
  Score: Raw -472445.282893 + Penalty 2736.363618 = -469708.919275
  nChanged 6
		SP:Iteration 21Q (98473.350000 sec): 3 clusters
  Score: Raw -472446.983315 + Penalty 2736.363618 = -469710.619698
  nChanged 14
		SP:Iteration 22Q (98473.530000 sec): 3 clusters
  Score: Raw -472451.377588 + Penalty 2736.363618 = -469715.013970
  nChanged 9
		SP:Iteration 23Q (98473.760000 sec): 3 clusters
  Score: Raw -472454.805004 + Penalty 2736.363618 = -469718.441386
  nChanged 11
		SP:Iteration 24Q (98473.930000 sec): 3 clusters
  Score: Raw -472458.759948 + Penalty 2736.363618 = -469722.396330
  nChanged 10
		SP:Iteration 25Q (98474.130000 sec): 3 clusters
  Score: Raw -472461.538478 + Penalty 2736.363618 = -469725.174860
  nChanged 13
		SP:Iteration 26Q (98474.310000 sec): 3 clusters
  Score: Raw -472465.952697 + Penalty 2736.363618 = -469729.589079
  nChanged 12
		SP:Iteration 27Q (98474.500000 sec): 3 clusters
  Score: Raw -472469.151892 + Penalty 2736.363618 = -469732.788274
  nChanged 9
		SP:Iteration 28Q (98474.670000 sec): 3 clusters
  Score: Raw -472471.186580 + Penalty 2736.363618 = -469734.822962
  nChanged 5
		SP:Iteration 29Q (98474.880000 sec): 3 clusters
  Score: Raw -472471.991523 + Penalty 2736.363618 = -469735.627905
  nChanged 2
		SP:Iteration 30Q (98475.060000 sec): 3 clusters
  Score: Raw -472472.236972 + Penalty 2736.363618 = -469735.873354
  nChanged 0
		SP:Iteration 31F (98475.300000 sec): 3 clusters
  Score: Raw -472472.236972 + Penalty 2736.363618 = -469735.873354
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 72 (2318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98475.380000 sec): 2 clusters
  Score: Raw -266570.783286 + Penalty 1259.124754 = -265311.658532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98475.600000 sec): 3 clusters
  Score: Raw -265558.183824 + Penalty 2518.249508 = -263039.934316
  nChanged 843
		SP:Iteration 1F (98475.760000 sec): 3 clusters
  Score: Raw -266126.698921 + Penalty 2518.249508 = -263608.449413
  nChanged 173
		SP:Iteration 2F (98475.960000 sec): 3 clusters
  Score: Raw -266283.991783 + Penalty 2518.249508 = -263765.742276
  nChanged 135
		SP:Iteration 3F (98476.140000 sec): 3 clusters
  Score: Raw -266396.612020 + Penalty 2518.249508 = -263878.362513
  nChanged 92
		SP:Iteration 4Q (98476.300000 sec): 3 clusters
  Score: Raw -266480.769284 + Penalty 2518.249508 = -263962.519776
  nChanged 97
		SP:Iteration 5Q (98476.480000 sec): 3 clusters
  Score: Raw -266561.042894 + Penalty 2518.249508 = -264042.793387
  nChanged 76
		SP:Iteration 6Q (98476.700000 sec): 3 clusters
  Score: Raw -266630.480050 + Penalty 2518.249508 = -264112.230542
  nChanged 70
		SP:Iteration 7Q (98476.880000 sec): 3 clusters
  Score: Raw -266690.342868 + Penalty 2518.249508 = -264172.093360
  nChanged 73
		SP:Iteration 8Q (98477.020000 sec): 3 clusters
  Score: Raw -266758.274746 + Penalty 2518.249508 = -264240.025239
  nChanged 67
		SP:Iteration 9Q (98477.220000 sec): 3 clusters
  Score: Raw -266817.805572 + Penalty 2518.249508 = -264299.556064
  nChanged 65
		SP:Iteration 10Q (98477.420000 sec): 3 clusters
  Score: Raw -266863.636419 + Penalty 2518.249508 = -264345.386912
  nChanged 52
		SP:Iteration 11Q (98477.610000 sec): 3 clusters
  Score: Raw -266906.336923 + Penalty 2518.249508 = -264388.087416
  nChanged 40
		SP:Iteration 12Q (98477.800000 sec): 3 clusters
  Score: Raw -266935.413365 + Penalty 2518.249508 = -264417.163857
  nChanged 34
		SP:Iteration 13Q (98477.970000 sec): 3 clusters
  Score: Raw -266958.858546 + Penalty 2518.249508 = -264440.609038
  nChanged 29
		SP:Iteration 14Q (98478.110000 sec): 3 clusters
  Score: Raw -266973.749033 + Penalty 2518.249508 = -264455.499525
  nChanged 25
		SP:Iteration 15Q (98478.280000 sec): 3 clusters
  Score: Raw -266985.775979 + Penalty 2518.249508 = -264467.526471
  nChanged 15
		SP:Iteration 16Q (98478.450000 sec): 3 clusters
  Score: Raw -266996.164344 + Penalty 2518.249508 = -264477.914836
  nChanged 16
		SP:Iteration 17Q (98478.670000 sec): 3 clusters
  Score: Raw -267006.113340 + Penalty 2518.249508 = -264487.863833
  nChanged 12
		SP:Iteration 18Q (98478.830000 sec): 3 clusters
  Score: Raw -267011.737980 + Penalty 2518.249508 = -264493.488473
  nChanged 9
		SP:Iteration 19Q (98479.020000 sec): 3 clusters
  Score: Raw -267015.099820 + Penalty 2518.249508 = -264496.850312
  nChanged 3
		SP:Iteration 20F (98479.190000 sec): 3 clusters
  Score: Raw -267017.236465 + Penalty 2518.249508 = -264498.986957
  nChanged 5
		SP:Iteration 21Q (98479.380000 sec): 3 clusters
  Score: Raw -267024.227639 + Penalty 2518.249508 = -264505.978132
  nChanged 12
		SP:Iteration 22Q (98479.560000 sec): 3 clusters
  Score: Raw -267029.471375 + Penalty 2518.249508 = -264511.221867
  nChanged 5
		SP:Iteration 23Q (98479.780000 sec): 3 clusters
  Score: Raw -267030.806330 + Penalty 2518.249508 = -264512.556823
  nChanged 2
		SP:Iteration 24Q (98479.920000 sec): 3 clusters
  Score: Raw -267031.421994 + Penalty 2518.249508 = -264513.172486
  nChanged 2
		SP:Iteration 25Q (98480.100000 sec): 3 clusters
  Score: Raw -267031.775937 + Penalty 2518.249508 = -264513.526429
  nChanged 1
		SP:Iteration 26Q (98480.230000 sec): 3 clusters
  Score: Raw -267032.175467 + Penalty 2518.249508 = -264513.925959
  nChanged 0
		SP:Iteration 27F (98480.430000 sec): 3 clusters
  Score: Raw -267032.175467 + Penalty 2518.249508 = -264513.925959
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 73 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98480.530000 sec): 2 clusters
  Score: Raw -152928.822646 + Penalty 1166.513641 = -151762.309005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98480.680000 sec): 3 clusters
  Score: Raw -152430.766220 + Penalty 2333.027282 = -150097.738938
  nChanged 424
		SP:Iteration 1F (98480.890000 sec): 3 clusters
  Score: Raw -152748.185501 + Penalty 2333.027282 = -150415.158219
  nChanged 113
		SP:Iteration 2F (98481.050000 sec): 3 clusters
  Score: Raw -152854.841881 + Penalty 2333.027282 = -150521.814599
  nChanged 51
		SP:Iteration 3Q (98481.220000 sec): 3 clusters
  Score: Raw -152908.896241 + Penalty 2333.027282 = -150575.868959
  nChanged 43
		SP:Iteration 4Q (98481.380000 sec): 3 clusters
  Score: Raw -152953.227915 + Penalty 2333.027282 = -150620.200632
  nChanged 31
		SP:Iteration 5Q (98481.530000 sec): 3 clusters
  Score: Raw -152982.063977 + Penalty 2333.027282 = -150649.036695
  nChanged 32
		SP:Iteration 6Q (98481.690000 sec): 3 clusters
  Score: Raw -153010.223270 + Penalty 2333.027282 = -150677.195988
  nChanged 33
		SP:Iteration 7Q (98481.880000 sec): 3 clusters
  Score: Raw -153039.029247 + Penalty 2333.027282 = -150706.001965
  nChanged 33
		SP:Iteration 8Q (98482.060000 sec): 3 clusters
  Score: Raw -153062.183488 + Penalty 2333.027282 = -150729.156206
  nChanged 22
		SP:Iteration 9Q (98482.240000 sec): 3 clusters
  Score: Raw -153076.467997 + Penalty 2333.027282 = -150743.440714
  nChanged 12
		SP:Iteration 10Q (98482.410000 sec): 3 clusters
  Score: Raw -153083.943558 + Penalty 2333.027282 = -150750.916276
  nChanged 10
		SP:Iteration 11Q (98482.590000 sec): 3 clusters
  Score: Raw -153090.861132 + Penalty 2333.027282 = -150757.833849
  nChanged 8
		SP:Iteration 12Q (98482.770000 sec): 3 clusters
  Score: Raw -153096.874304 + Penalty 2333.027282 = -150763.847022
  nChanged 8
		SP:Iteration 13Q (98482.960000 sec): 3 clusters
  Score: Raw -153101.334830 + Penalty 2333.027282 = -150768.307548
  nChanged 5
		SP:Iteration 14Q (98483.130000 sec): 3 clusters
  Score: Raw -153105.051057 + Penalty 2333.027282 = -150772.023775
  nChanged 5
		SP:Iteration 15Q (98483.310000 sec): 3 clusters
  Score: Raw -153109.961588 + Penalty 2333.027282 = -150776.934306
  nChanged 3
		SP:Iteration 16Q (98483.490000 sec): 3 clusters
  Score: Raw -153111.558194 + Penalty 2333.027282 = -150778.530912
  nChanged 2
		SP:Iteration 17Q (98483.670000 sec): 3 clusters
  Score: Raw -153112.498224 + Penalty 2333.027282 = -150779.470942
  nChanged 1
		SP:Iteration 18Q (98483.840000 sec): 3 clusters
  Score: Raw -153113.023121 + Penalty 2333.027282 = -150779.995839
  nChanged 1
		SP:Iteration 19Q (98484.050000 sec): 3 clusters
  Score: Raw -153113.334410 + Penalty 2333.027282 = -150780.307128
  nChanged 0
		SP:Iteration 20F (98484.240000 sec): 3 clusters
  Score: Raw -153113.334410 + Penalty 2333.027282 = -150780.307128
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 74 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98484.310000 sec): 2 clusters
  Score: Raw -49126.992628 + Penalty 987.616865 = -48139.375763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98484.470000 sec): 3 clusters
  Score: Raw -49076.301646 + Penalty 1975.233729 = -47101.067917
  nChanged 102
		SP:Iteration 1F (98484.650000 sec): 3 clusters
  Score: Raw -49221.265362 + Penalty 1975.233729 = -47246.031633
  nChanged 24
		SP:Iteration 2F (98484.800000 sec): 3 clusters
  Score: Raw -49268.898806 + Penalty 1975.233729 = -47293.665077
  nChanged 12
		SP:Iteration 3Q (98484.980000 sec): 3 clusters
  Score: Raw -49302.199762 + Penalty 1975.233729 = -47326.966033
  nChanged 12
		SP:Iteration 4Q (98485.170000 sec): 3 clusters
  Score: Raw -49323.353302 + Penalty 1975.233729 = -47348.119573
  nChanged 7
		SP:Iteration 5Q (98485.330000 sec): 3 clusters
  Score: Raw -49338.875130 + Penalty 1975.233729 = -47363.641401
  nChanged 10
		SP:Iteration 6Q (98485.500000 sec): 3 clusters
  Score: Raw -49359.803597 + Penalty 1975.233729 = -47384.569868
  nChanged 10
		SP:Iteration 7Q (98485.690000 sec): 3 clusters
  Score: Raw -49380.377094 + Penalty 1975.233729 = -47405.143365
  nChanged 3
		SP:Iteration 8Q (98485.890000 sec): 3 clusters
  Score: Raw -49385.346926 + Penalty 1975.233729 = -47410.113197
  nChanged 3
		SP:Iteration 9Q (98486.070000 sec): 3 clusters
  Score: Raw -49392.972623 + Penalty 1975.233729 = -47417.738894
  nChanged 1
		SP:Iteration 10Q (98486.210000 sec): 3 clusters
  Score: Raw -49393.633132 + Penalty 1975.233729 = -47418.399403
  nChanged 1
		SP:Iteration 11Q (98486.420000 sec): 3 clusters
  Score: Raw -49394.242454 + Penalty 1975.233729 = -47419.008725
  nChanged 0
		SP:Iteration 12F (98486.560000 sec): 3 clusters
  Score: Raw -49394.242454 + Penalty 1975.233729 = -47419.008725
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 75 (15901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98486.760000 sec): 2 clusters
  Score: Raw -1889472.429922 + Penalty 1572.047308 = -1887900.382614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98486.980000 sec): 3 clusters
  Score: Raw -1880132.197855 + Penalty 3144.094616 = -1876988.103239
  nChanged 7064
		SP:Iteration 1F (98487.260000 sec): 3 clusters
  Score: Raw -1884156.577637 + Penalty 3144.094616 = -1881012.483021
  nChanged 962
		SP:Iteration 2F (98487.480000 sec): 3 clusters
  Score: Raw -1884701.829488 + Penalty 3144.094616 = -1881557.734872
  nChanged 949
		SP:Iteration 3F (98487.720000 sec): 3 clusters
  Score: Raw -1885273.470679 + Penalty 3144.094616 = -1882129.376063
  nChanged 886
		SP:Iteration 4F (98487.990000 sec): 3 clusters
  Score: Raw -1885765.952391 + Penalty 3144.094616 = -1882621.857775
  nChanged 781
		SP:Iteration 5Q (98488.210000 sec): 3 clusters
  Score: Raw -1886191.834467 + Penalty 3144.094616 = -1883047.739852
  nChanged 743
		SP:Iteration 6Q (98488.450000 sec): 3 clusters
  Score: Raw -1886554.686117 + Penalty 3144.094616 = -1883410.591501
  nChanged 631
		SP:Iteration 7Q (98488.720000 sec): 3 clusters
  Score: Raw -1886852.239157 + Penalty 3144.094616 = -1883708.144541
  nChanged 597
		SP:Iteration 8Q (98488.970000 sec): 3 clusters
  Score: Raw -1887118.647418 + Penalty 3144.094616 = -1883974.552803
  nChanged 564
		SP:Iteration 9Q (98489.190000 sec): 3 clusters
  Score: Raw -1887401.300295 + Penalty 3144.094616 = -1884257.205679
  nChanged 585
		SP:Iteration 10Q (98489.500000 sec): 3 clusters
  Score: Raw -1887723.880219 + Penalty 3144.094616 = -1884579.785603
  nChanged 545
		SP:Iteration 11Q (98489.730000 sec): 3 clusters
  Score: Raw -1888026.200573 + Penalty 3144.094616 = -1884882.105957
  nChanged 495
		SP:Iteration 12Q (98490.010000 sec): 3 clusters
  Score: Raw -1888268.685748 + Penalty 3144.094616 = -1885124.591133
  nChanged 403
		SP:Iteration 13Q (98490.240000 sec): 3 clusters
  Score: Raw -1888454.093237 + Penalty 3144.094616 = -1885309.998621
  nChanged 349
		SP:Iteration 14Q (98490.540000 sec): 3 clusters
  Score: Raw -1888579.031907 + Penalty 3144.094616 = -1885434.937291
  nChanged 253
		SP:Iteration 15Q (98490.810000 sec): 3 clusters
  Score: Raw -1888673.090688 + Penalty 3144.094616 = -1885528.996072
  nChanged 249
		SP:Iteration 16Q (98491.020000 sec): 3 clusters
  Score: Raw -1888758.300401 + Penalty 3144.094616 = -1885614.205785
  nChanged 203
		SP:Iteration 17Q (98491.300000 sec): 3 clusters
  Score: Raw -1888841.057619 + Penalty 3144.094616 = -1885696.963004
  nChanged 204
		SP:Iteration 18Q (98491.520000 sec): 3 clusters
  Score: Raw -1888927.677051 + Penalty 3144.094616 = -1885783.582436
  nChanged 207
		SP:Iteration 19Q (98491.800000 sec): 3 clusters
  Score: Raw -1889002.978328 + Penalty 3144.094616 = -1885858.883713
  nChanged 183
		SP:Iteration 20F (98492.010000 sec): 3 clusters
  Score: Raw -1889064.363808 + Penalty 3144.094616 = -1885920.269192
  nChanged 164
		SP:Iteration 21Q (98492.240000 sec): 3 clusters
  Score: Raw -1889123.243201 + Penalty 3144.094616 = -1885979.148585
  nChanged 162
		SP:Iteration 22Q (98492.460000 sec): 3 clusters
  Score: Raw -1889177.246454 + Penalty 3144.094616 = -1886033.151838
  nChanged 156
		SP:Iteration 23Q (98492.680000 sec): 3 clusters
  Score: Raw -1889224.715347 + Penalty 3144.094616 = -1886080.620731
  nChanged 134
		SP:Iteration 24Q (98492.960000 sec): 3 clusters
  Score: Raw -1889260.281033 + Penalty 3144.094616 = -1886116.186418
  nChanged 100
		SP:Iteration 25Q (98493.220000 sec): 3 clusters
  Score: Raw -1889290.381718 + Penalty 3144.094616 = -1886146.287102
  nChanged 101
		SP:Iteration 26Q (98493.470000 sec): 3 clusters
  Score: Raw -1889320.360480 + Penalty 3144.094616 = -1886176.265865
  nChanged 105
		SP:Iteration 27Q (98493.720000 sec): 3 clusters
  Score: Raw -1889351.046964 + Penalty 3144.094616 = -1886206.952349
  nChanged 116
		SP:Iteration 28Q (98493.960000 sec): 3 clusters
  Score: Raw -1889386.774310 + Penalty 3144.094616 = -1886242.679695
  nChanged 111
		SP:Iteration 29Q (98494.160000 sec): 3 clusters
  Score: Raw -1889417.132929 + Penalty 3144.094616 = -1886273.038313
  nChanged 98
		SP:Iteration 30Q (98494.400000 sec): 3 clusters
  Score: Raw -1889438.616602 + Penalty 3144.094616 = -1886294.521986
  nChanged 79
		SP:Iteration 31Q (98494.660000 sec): 3 clusters
  Score: Raw -1889455.769348 + Penalty 3144.094616 = -1886311.674732
  nChanged 68
		SP:Iteration 32Q (98494.930000 sec): 3 clusters
  Score: Raw -1889472.111071 + Penalty 3144.094616 = -1886328.016455
  nChanged 70
		SP:Iteration 33Q (98495.160000 sec): 3 clusters
  Score: Raw -1889486.572784 + Penalty 3144.094616 = -1886342.478168
  nChanged 61
		SP:Iteration 34Q (98495.400000 sec): 3 clusters
  Score: Raw -1889499.198731 + Penalty 3144.094616 = -1886355.104115
  nChanged 70
		SP:Iteration 35Q (98495.660000 sec): 3 clusters
  Score: Raw -1889514.443664 + Penalty 3144.094616 = -1886370.349048
  nChanged 58
		SP:Iteration 36Q (98495.900000 sec): 3 clusters
  Score: Raw -1889525.275460 + Penalty 3144.094616 = -1886381.180844
  nChanged 60
		SP:Iteration 37Q (98496.130000 sec): 3 clusters
  Score: Raw -1889536.196301 + Penalty 3144.094616 = -1886392.101685
  nChanged 55
		SP:Iteration 38Q (98496.410000 sec): 3 clusters
  Score: Raw -1889547.308863 + Penalty 3144.094616 = -1886403.214247
  nChanged 54
		SP:Iteration 39Q (98496.630000 sec): 3 clusters
  Score: Raw -1889555.810652 + Penalty 3144.094616 = -1886411.716036
  nChanged 36
		SP:Iteration 40F (98496.840000 sec): 3 clusters
  Score: Raw -1889561.786176 + Penalty 3144.094616 = -1886417.691560
  nChanged 36
		SP:Iteration 41Q (98497.080000 sec): 3 clusters
  Score: Raw -1889566.603357 + Penalty 3144.094616 = -1886422.508742
  nChanged 39
		SP:Iteration 42Q (98497.330000 sec): 3 clusters
  Score: Raw -1889571.795334 + Penalty 3144.094616 = -1886427.700718
  nChanged 38
		SP:Iteration 43Q (98497.590000 sec): 3 clusters
  Score: Raw -1889577.081356 + Penalty 3144.094616 = -1886432.986741
  nChanged 41
		SP:Iteration 44Q (98497.830000 sec): 3 clusters
  Score: Raw -1889582.860703 + Penalty 3144.094616 = -1886438.766087
  nChanged 26
		SP:Iteration 45Q (98498.070000 sec): 3 clusters
  Score: Raw -1889585.837282 + Penalty 3144.094616 = -1886441.742666
  nChanged 20
		SP:Iteration 46Q (98498.300000 sec): 3 clusters
  Score: Raw -1889587.846805 + Penalty 3144.094616 = -1886443.752189
  nChanged 17
		SP:Iteration 47Q (98498.550000 sec): 3 clusters
  Score: Raw -1889589.304340 + Penalty 3144.094616 = -1886445.209724
  nChanged 16
		SP:Iteration 48Q (98498.800000 sec): 3 clusters
  Score: Raw -1889591.331295 + Penalty 3144.094616 = -1886447.236679
  nChanged 14
		SP:Iteration 49Q (98499.010000 sec): 3 clusters
  Score: Raw -1889592.922916 + Penalty 3144.094616 = -1886448.828300
  nChanged 11
		SP:Iteration 50Q (98499.270000 sec): 3 clusters
  Score: Raw -1889593.930041 + Penalty 3144.094616 = -1886449.835425
  nChanged 7
		SP:Iteration 51Q (98499.510000 sec): 3 clusters
  Score: Raw -1889594.509467 + Penalty 3144.094616 = -1886450.414852
  nChanged 4
		SP:Iteration 52Q (98499.730000 sec): 3 clusters
  Score: Raw -1889594.707638 + Penalty 3144.094616 = -1886450.613022
  nChanged 1
		SP:Iteration 53Q (98499.980000 sec): 3 clusters
  Score: Raw -1889594.830794 + Penalty 3144.094616 = -1886450.736178
  nChanged 2
		SP:Iteration 54Q (98500.210000 sec): 3 clusters
  Score: Raw -1889594.969861 + Penalty 3144.094616 = -1886450.875245
  nChanged 4
		SP:Iteration 55Q (98500.440000 sec): 3 clusters
  Score: Raw -1889595.204224 + Penalty 3144.094616 = -1886451.109608
  nChanged 5
		SP:Iteration 56Q (98500.710000 sec): 3 clusters
  Score: Raw -1889595.496715 + Penalty 3144.094616 = -1886451.402099
  nChanged 3
		SP:Iteration 57Q (98500.940000 sec): 3 clusters
  Score: Raw -1889595.810820 + Penalty 3144.094616 = -1886451.716204
  nChanged 5
		SP:Iteration 58Q (98501.190000 sec): 3 clusters
  Score: Raw -1889596.253622 + Penalty 3144.094616 = -1886452.159006
  nChanged 4
		SP:Iteration 59Q (98501.420000 sec): 3 clusters
  Score: Raw -1889596.519854 + Penalty 3144.094616 = -1886452.425238
  nChanged 0
		SP:Iteration 60F (98501.630000 sec): 3 clusters
  Score: Raw -1889596.519854 + Penalty 3144.094616 = -1886452.425238
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 76 (3326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98501.760000 sec): 2 clusters
  Score: Raw -385511.509008 + Penalty 1317.797920 = -384193.711088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98501.960000 sec): 3 clusters
  Score: Raw -383902.133906 + Penalty 2635.595839 = -381266.538067
  nChanged 1262
		SP:Iteration 1F (98502.130000 sec): 3 clusters
  Score: Raw -384678.017262 + Penalty 2635.595839 = -382042.421423
  nChanged 303
		SP:Iteration 2F (98502.360000 sec): 3 clusters
  Score: Raw -384930.035923 + Penalty 2635.595839 = -382294.440084
  nChanged 264
		SP:Iteration 3F (98502.540000 sec): 3 clusters
  Score: Raw -385171.022025 + Penalty 2635.595839 = -382535.426185
  nChanged 231
		SP:Iteration 4F (98502.700000 sec): 3 clusters
  Score: Raw -385374.753409 + Penalty 2635.595839 = -382739.157570
  nChanged 171
		SP:Iteration 5F (98502.920000 sec): 3 clusters
  Score: Raw -385508.445362 + Penalty 2635.595839 = -382872.849522
  nChanged 129
		SP:Iteration 6Q (98503.090000 sec): 3 clusters
  Score: Raw -385607.774131 + Penalty 2635.595839 = -382972.178292
  nChanged 106
		SP:Iteration 7Q (98503.270000 sec): 3 clusters
  Score: Raw -385679.763440 + Penalty 2635.595839 = -383044.167601
  nChanged 75
		SP:Iteration 8Q (98503.450000 sec): 3 clusters
  Score: Raw -385721.381032 + Penalty 2635.595839 = -383085.785193
  nChanged 53
		SP:Iteration 9Q (98503.670000 sec): 3 clusters
  Score: Raw -385746.030262 + Penalty 2635.595839 = -383110.434423
  nChanged 31
		SP:Iteration 10Q (98503.860000 sec): 3 clusters
  Score: Raw -385759.559907 + Penalty 2635.595839 = -383123.964068
  nChanged 29
		SP:Iteration 11Q (98504.050000 sec): 3 clusters
  Score: Raw -385771.224007 + Penalty 2635.595839 = -383135.628168
  nChanged 19
		SP:Iteration 12Q (98504.220000 sec): 3 clusters
  Score: Raw -385778.726985 + Penalty 2635.595839 = -383143.131146
  nChanged 12
		SP:Iteration 13Q (98504.420000 sec): 3 clusters
  Score: Raw -385783.974047 + Penalty 2635.595839 = -383148.378208
  nChanged 10
		SP:Iteration 14Q (98504.580000 sec): 3 clusters
  Score: Raw -385788.098927 + Penalty 2635.595839 = -383152.503088
  nChanged 6
		SP:Iteration 15Q (98504.820000 sec): 3 clusters
  Score: Raw -385790.004102 + Penalty 2635.595839 = -383154.408263
  nChanged 4
		SP:Iteration 16Q (98504.990000 sec): 3 clusters
  Score: Raw -385791.334042 + Penalty 2635.595839 = -383155.738203
  nChanged 4
		SP:Iteration 17Q (98505.140000 sec): 3 clusters
  Score: Raw -385792.635211 + Penalty 2635.595839 = -383157.039372
  nChanged 4
		SP:Iteration 18Q (98505.340000 sec): 3 clusters
  Score: Raw -385794.023805 + Penalty 2635.595839 = -383158.427965
  nChanged 3
		SP:Iteration 19Q (98505.540000 sec): 3 clusters
  Score: Raw -385794.801689 + Penalty 2635.595839 = -383159.205849
  nChanged 2
		SP:Iteration 20F (98505.700000 sec): 3 clusters
  Score: Raw -385795.405487 + Penalty 2635.595839 = -383159.809648
  nChanged 3
		SP:Iteration 21Q (98505.880000 sec): 3 clusters
  Score: Raw -385796.044735 + Penalty 2635.595839 = -383160.448895
  nChanged 1
		SP:Iteration 22Q (98506.070000 sec): 3 clusters
  Score: Raw -385796.196044 + Penalty 2635.595839 = -383160.600204
  nChanged 1
		SP:Iteration 23Q (98506.270000 sec): 3 clusters
  Score: Raw -385796.872934 + Penalty 2635.595839 = -383161.277094
  nChanged 2
		SP:Iteration 24Q (98506.460000 sec): 3 clusters
  Score: Raw -385797.394360 + Penalty 2635.595839 = -383161.798520
  nChanged 0
		SP:Iteration 25F (98506.660000 sec): 3 clusters
  Score: Raw -385797.394360 + Penalty 2635.595839 = -383161.798520
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 77 (3096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98506.740000 sec): 2 clusters
  Score: Raw -364066.721232 + Penalty 1306.153263 = -362760.567969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98506.950000 sec): 3 clusters
  Score: Raw -362599.968669 + Penalty 2612.306526 = -359987.662143
  nChanged 1154
		SP:Iteration 1F (98507.100000 sec): 3 clusters
  Score: Raw -363256.131379 + Penalty 2612.306526 = -360643.824853
  nChanged 231
		SP:Iteration 2F (98507.260000 sec): 3 clusters
  Score: Raw -363400.433397 + Penalty 2612.306526 = -360788.126871
  nChanged 174
		SP:Iteration 3F (98507.430000 sec): 3 clusters
  Score: Raw -363525.924863 + Penalty 2612.306526 = -360913.618337
  nChanged 156
		SP:Iteration 4F (98507.600000 sec): 3 clusters
  Score: Raw -363652.675047 + Penalty 2612.306526 = -361040.368521
  nChanged 158
		SP:Iteration 5F (98507.770000 sec): 3 clusters
  Score: Raw -363776.418760 + Penalty 2612.306526 = -361164.112234
  nChanged 139
		SP:Iteration 6Q (98507.990000 sec): 3 clusters
  Score: Raw -363875.990804 + Penalty 2612.306526 = -361263.684278
  nChanged 122
		SP:Iteration 7Q (98508.130000 sec): 3 clusters
  Score: Raw -363956.111357 + Penalty 2612.306526 = -361343.804831
  nChanged 85
		SP:Iteration 8Q (98508.310000 sec): 3 clusters
  Score: Raw -364012.578769 + Penalty 2612.306526 = -361400.272243
  nChanged 80
		SP:Iteration 9Q (98508.470000 sec): 3 clusters
  Score: Raw -364055.993623 + Penalty 2612.306526 = -361443.687097
  nChanged 53
		SP:Iteration 10Q (98508.630000 sec): 3 clusters
  Score: Raw -364091.031295 + Penalty 2612.306526 = -361478.724769
  nChanged 37
		SP:Iteration 11Q (98508.830000 sec): 3 clusters
  Score: Raw -364116.720551 + Penalty 2612.306526 = -361504.414024
  nChanged 35
		SP:Iteration 12Q (98509.030000 sec): 3 clusters
  Score: Raw -364137.853863 + Penalty 2612.306526 = -361525.547336
  nChanged 23
		SP:Iteration 13Q (98509.190000 sec): 3 clusters
  Score: Raw -364149.873832 + Penalty 2612.306526 = -361537.567305
  nChanged 26
		SP:Iteration 14Q (98509.380000 sec): 3 clusters
  Score: Raw -364166.257590 + Penalty 2612.306526 = -361553.951063
  nChanged 31
		SP:Iteration 15Q (98509.540000 sec): 3 clusters
  Score: Raw -364192.285255 + Penalty 2612.306526 = -361579.978728
  nChanged 39
		SP:Iteration 16Q (98509.750000 sec): 3 clusters
  Score: Raw -364230.189942 + Penalty 2612.306526 = -361617.883415
  nChanged 40
		SP:Iteration 17Q (98509.940000 sec): 3 clusters
  Score: Raw -364258.348541 + Penalty 2612.306526 = -361646.042015
  nChanged 32
		SP:Iteration 18Q (98510.150000 sec): 3 clusters
  Score: Raw -364283.794688 + Penalty 2612.306526 = -361671.488162
  nChanged 26
		SP:Iteration 19Q (98510.310000 sec): 3 clusters
  Score: Raw -364307.624518 + Penalty 2612.306526 = -361695.317992
  nChanged 28
		SP:Iteration 20F (98510.490000 sec): 3 clusters
  Score: Raw -364326.670836 + Penalty 2612.306526 = -361714.364310
  nChanged 19
		SP:Iteration 21Q (98510.650000 sec): 3 clusters
  Score: Raw -364341.095923 + Penalty 2612.306526 = -361728.789397
  nChanged 19
		SP:Iteration 22Q (98510.800000 sec): 3 clusters
  Score: Raw -364354.632045 + Penalty 2612.306526 = -361742.325519
  nChanged 19
		SP:Iteration 23Q (98510.960000 sec): 3 clusters
  Score: Raw -364369.199514 + Penalty 2612.306526 = -361756.892988
  nChanged 19
		SP:Iteration 24Q (98511.140000 sec): 3 clusters
  Score: Raw -364380.971813 + Penalty 2612.306526 = -361768.665287
  nChanged 16
		SP:Iteration 25Q (98511.310000 sec): 3 clusters
  Score: Raw -364396.111493 + Penalty 2612.306526 = -361783.804967
  nChanged 17
		SP:Iteration 26Q (98511.480000 sec): 3 clusters
  Score: Raw -364414.546597 + Penalty 2612.306526 = -361802.240071
  nChanged 17
		SP:Iteration 27Q (98511.690000 sec): 3 clusters
  Score: Raw -364430.948192 + Penalty 2612.306526 = -361818.641666
  nChanged 22
		SP:Iteration 28Q (98511.850000 sec): 3 clusters
  Score: Raw -364446.209893 + Penalty 2612.306526 = -361833.903367
  nChanged 17
		SP:Iteration 29Q (98512.050000 sec): 3 clusters
  Score: Raw -364466.111825 + Penalty 2612.306526 = -361853.805298
  nChanged 19
		SP:Iteration 30Q (98512.230000 sec): 3 clusters
  Score: Raw -364484.352686 + Penalty 2612.306526 = -361872.046160
  nChanged 15
		SP:Iteration 31Q (98512.420000 sec): 3 clusters
  Score: Raw -364504.596062 + Penalty 2612.306526 = -361892.289535
  nChanged 25
		SP:Iteration 32Q (98512.610000 sec): 3 clusters
  Score: Raw -364540.010374 + Penalty 2612.306526 = -361927.703848
  nChanged 31
		SP:Iteration 33Q (98512.840000 sec): 3 clusters
  Score: Raw -364581.322012 + Penalty 2612.306526 = -361969.015486
  nChanged 35
		SP:Iteration 34Q (98513.030000 sec): 3 clusters
  Score: Raw -364633.865529 + Penalty 2612.306526 = -362021.559003
  nChanged 35
		SP:Iteration 35Q (98513.210000 sec): 3 clusters
  Score: Raw -364683.226445 + Penalty 2612.306526 = -362070.919919
  nChanged 34
		SP:Iteration 36Q (98513.380000 sec): 3 clusters
  Score: Raw -364732.820891 + Penalty 2612.306526 = -362120.514365
  nChanged 27
		SP:Iteration 37Q (98513.560000 sec): 3 clusters
  Score: Raw -364753.157552 + Penalty 2612.306526 = -362140.851026
  nChanged 14
		SP:Iteration 38Q (98513.760000 sec): 3 clusters
  Score: Raw -364764.433499 + Penalty 2612.306526 = -362152.126973
  nChanged 16
		SP:Iteration 39Q (98513.940000 sec): 3 clusters
  Score: Raw -364774.701625 + Penalty 2612.306526 = -362162.395099
  nChanged 8
		SP:Iteration 40F (98514.100000 sec): 3 clusters
  Score: Raw -364779.204276 + Penalty 2612.306526 = -362166.897749
  nChanged 3
		SP:Iteration 41Q (98514.300000 sec): 3 clusters
  Score: Raw -364781.386919 + Penalty 2612.306526 = -362169.080393
  nChanged 1
		SP:Iteration 42Q (98514.480000 sec): 3 clusters
  Score: Raw -364781.681834 + Penalty 2612.306526 = -362169.375308
  nChanged 0
		SP:Iteration 43F (98514.670000 sec): 3 clusters
  Score: Raw -364781.681834 + Penalty 2612.306526 = -362169.375308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 78 (2530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98514.770000 sec): 2 clusters
  Score: Raw -282731.433835 + Penalty 1273.345870 = -281458.087966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98514.940000 sec): 3 clusters
  Score: Raw -281597.310744 + Penalty 2546.691739 = -279050.619005
  nChanged 937
		SP:Iteration 1F (98515.110000 sec): 3 clusters
  Score: Raw -282237.833125 + Penalty 2546.691739 = -279691.141386
  nChanged 239
		SP:Iteration 2F (98515.310000 sec): 3 clusters
  Score: Raw -282498.693203 + Penalty 2546.691739 = -279952.001464
  nChanged 170
		SP:Iteration 3F (98515.540000 sec): 3 clusters
  Score: Raw -282705.435368 + Penalty 2546.691739 = -280158.743629
  nChanged 159
		SP:Iteration 4F (98515.690000 sec): 3 clusters
  Score: Raw -282881.577109 + Penalty 2546.691739 = -280334.885370
  nChanged 123
		SP:Iteration 5Q (98515.880000 sec): 3 clusters
  Score: Raw -283027.645573 + Penalty 2546.691739 = -280480.953834
  nChanged 86
		SP:Iteration 6Q (98516.070000 sec): 3 clusters
  Score: Raw -283109.627706 + Penalty 2546.691739 = -280562.935967
  nChanged 61
		SP:Iteration 7Q (98516.230000 sec): 3 clusters
  Score: Raw -283156.442374 + Penalty 2546.691739 = -280609.750635
  nChanged 50
		SP:Iteration 8Q (98516.430000 sec): 3 clusters
  Score: Raw -283194.732919 + Penalty 2546.691739 = -280648.041180
  nChanged 40
		SP:Iteration 9Q (98516.590000 sec): 3 clusters
  Score: Raw -283233.974561 + Penalty 2546.691739 = -280687.282822
  nChanged 30
		SP:Iteration 10Q (98516.780000 sec): 3 clusters
  Score: Raw -283267.516190 + Penalty 2546.691739 = -280720.824451
  nChanged 32
		SP:Iteration 11Q (98516.950000 sec): 3 clusters
  Score: Raw -283300.287856 + Penalty 2546.691739 = -280753.596117
  nChanged 28
		SP:Iteration 12Q (98517.140000 sec): 3 clusters
  Score: Raw -283333.611934 + Penalty 2546.691739 = -280786.920195
  nChanged 24
		SP:Iteration 13Q (98517.320000 sec): 3 clusters
  Score: Raw -283354.711681 + Penalty 2546.691739 = -280808.019942
  nChanged 16
		SP:Iteration 14Q (98517.520000 sec): 3 clusters
  Score: Raw -283366.285436 + Penalty 2546.691739 = -280819.593697
  nChanged 17
		SP:Iteration 15Q (98517.710000 sec): 3 clusters
  Score: Raw -283379.314030 + Penalty 2546.691739 = -280832.622291
  nChanged 12
		SP:Iteration 16Q (98517.900000 sec): 3 clusters
  Score: Raw -283387.539778 + Penalty 2546.691739 = -280840.848038
  nChanged 13
		SP:Iteration 17Q (98518.070000 sec): 3 clusters
  Score: Raw -283394.794471 + Penalty 2546.691739 = -280848.102732
  nChanged 5
		SP:Iteration 18Q (98518.230000 sec): 3 clusters
  Score: Raw -283399.175159 + Penalty 2546.691739 = -280852.483420
  nChanged 10
		SP:Iteration 19Q (98518.420000 sec): 3 clusters
  Score: Raw -283404.716695 + Penalty 2546.691739 = -280858.024956
  nChanged 5
		SP:Iteration 20F (98518.610000 sec): 3 clusters
  Score: Raw -283406.544209 + Penalty 2546.691739 = -280859.852469
  nChanged 3
		SP:Iteration 21Q (98518.800000 sec): 3 clusters
  Score: Raw -283408.556570 + Penalty 2546.691739 = -280861.864831
  nChanged 4
		SP:Iteration 22Q (98519.000000 sec): 3 clusters
  Score: Raw -283411.205203 + Penalty 2546.691739 = -280864.513464
  nChanged 4
		SP:Iteration 23Q (98519.140000 sec): 3 clusters
  Score: Raw -283412.098470 + Penalty 2546.691739 = -280865.406731
  nChanged 3
		SP:Iteration 24Q (98519.320000 sec): 3 clusters
  Score: Raw -283412.623378 + Penalty 2546.691739 = -280865.931639
  nChanged 0
		SP:Iteration 25F (98519.520000 sec): 3 clusters
  Score: Raw -283412.623378 + Penalty 2546.691739 = -280865.931639
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 79 (1922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98519.590000 sec): 2 clusters
  Score: Raw -228336.272088 + Penalty 1228.682258 = -227107.589830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98519.770000 sec): 3 clusters
  Score: Raw -227526.924423 + Penalty 2457.364517 = -225069.559907
  nChanged 636
		SP:Iteration 1F (98520.000000 sec): 3 clusters
  Score: Raw -227956.294843 + Penalty 2457.364517 = -225498.930326
  nChanged 168
		SP:Iteration 2F (98520.160000 sec): 3 clusters
  Score: Raw -228103.498044 + Penalty 2457.364517 = -225646.133528
  nChanged 99
		SP:Iteration 3F (98520.380000 sec): 3 clusters
  Score: Raw -228175.315065 + Penalty 2457.364517 = -225717.950549
  nChanged 58
		SP:Iteration 4Q (98520.520000 sec): 3 clusters
  Score: Raw -228213.400026 + Penalty 2457.364517 = -225756.035509
  nChanged 54
		SP:Iteration 5Q (98520.670000 sec): 3 clusters
  Score: Raw -228253.592438 + Penalty 2457.364517 = -225796.227922
  nChanged 49
		SP:Iteration 6Q (98520.860000 sec): 3 clusters
  Score: Raw -228280.296850 + Penalty 2457.364517 = -225822.932333
  nChanged 35
		SP:Iteration 7Q (98521.070000 sec): 3 clusters
  Score: Raw -228303.597144 + Penalty 2457.364517 = -225846.232628
  nChanged 31
		SP:Iteration 8Q (98521.250000 sec): 3 clusters
  Score: Raw -228321.689092 + Penalty 2457.364517 = -225864.324576
  nChanged 28
		SP:Iteration 9Q (98521.400000 sec): 3 clusters
  Score: Raw -228343.293831 + Penalty 2457.364517 = -225885.929314
  nChanged 21
		SP:Iteration 10Q (98521.590000 sec): 3 clusters
  Score: Raw -228353.928603 + Penalty 2457.364517 = -225896.564086
  nChanged 21
		SP:Iteration 11Q (98521.720000 sec): 3 clusters
  Score: Raw -228364.783127 + Penalty 2457.364517 = -225907.418611
  nChanged 16
		SP:Iteration 12Q (98521.880000 sec): 3 clusters
  Score: Raw -228373.850235 + Penalty 2457.364517 = -225916.485718
  nChanged 13
		SP:Iteration 13Q (98522.070000 sec): 3 clusters
  Score: Raw -228383.625792 + Penalty 2457.364517 = -225926.261275
  nChanged 18
		SP:Iteration 14Q (98522.210000 sec): 3 clusters
  Score: Raw -228393.765521 + Penalty 2457.364517 = -225936.401005
  nChanged 19
		SP:Iteration 15Q (98522.380000 sec): 3 clusters
  Score: Raw -228405.618433 + Penalty 2457.364517 = -225948.253916
  nChanged 17
		SP:Iteration 16Q (98522.560000 sec): 3 clusters
  Score: Raw -228416.350612 + Penalty 2457.364517 = -225958.986096
  nChanged 11
		SP:Iteration 17Q (98522.770000 sec): 3 clusters
  Score: Raw -228425.357401 + Penalty 2457.364517 = -225967.992885
  nChanged 13
		SP:Iteration 18Q (98522.950000 sec): 3 clusters
  Score: Raw -228431.856970 + Penalty 2457.364517 = -225974.492454
  nChanged 11
		SP:Iteration 19Q (98523.120000 sec): 3 clusters
  Score: Raw -228437.040740 + Penalty 2457.364517 = -225979.676223
  nChanged 11
		SP:Iteration 20F (98523.310000 sec): 3 clusters
  Score: Raw -228441.279198 + Penalty 2457.364517 = -225983.914682
  nChanged 5
		SP:Iteration 21Q (98523.400000 sec): 3 clusters
  Score: Raw -228443.269726 + Penalty 2457.364517 = -225985.905209
  nChanged 3
		SP:Iteration 22Q (98523.590000 sec): 3 clusters
  Score: Raw -228443.944546 + Penalty 2457.364517 = -225986.580029
  nChanged 0
		SP:Iteration 23F (98523.750000 sec): 3 clusters
  Score: Raw -228443.944546 + Penalty 2457.364517 = -225986.580029
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 80 (3639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98523.820000 sec): 2 clusters
  Score: Raw -426818.458325 + Penalty 1332.412932 = -425486.045393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98524.050000 sec): 3 clusters
  Score: Raw -425003.265426 + Penalty 2664.825864 = -422338.439561
  nChanged 1441
		SP:Iteration 1F (98524.230000 sec): 3 clusters
  Score: Raw -425894.598976 + Penalty 2664.825864 = -423229.773112
  nChanged 318
		SP:Iteration 2F (98524.390000 sec): 3 clusters
  Score: Raw -426134.326987 + Penalty 2664.825864 = -423469.501123
  nChanged 246
		SP:Iteration 3F (98524.560000 sec): 3 clusters
  Score: Raw -426349.348326 + Penalty 2664.825864 = -423684.522461
  nChanged 219
		SP:Iteration 4F (98524.790000 sec): 3 clusters
  Score: Raw -426543.423022 + Penalty 2664.825864 = -423878.597158
  nChanged 203
		SP:Iteration 5F (98524.990000 sec): 3 clusters
  Score: Raw -426743.812825 + Penalty 2664.825864 = -424078.986961
  nChanged 197
		SP:Iteration 6F (98525.130000 sec): 3 clusters
  Score: Raw -426929.333039 + Penalty 2664.825864 = -424264.507175
  nChanged 170
		SP:Iteration 7Q (98525.330000 sec): 3 clusters
  Score: Raw -427087.570854 + Penalty 2664.825864 = -424422.744990
  nChanged 138
		SP:Iteration 8Q (98525.490000 sec): 3 clusters
  Score: Raw -427206.145022 + Penalty 2664.825864 = -424541.319157
  nChanged 97
		SP:Iteration 9Q (98525.650000 sec): 3 clusters
  Score: Raw -427287.470113 + Penalty 2664.825864 = -424622.644248
  nChanged 76
		SP:Iteration 10Q (98525.870000 sec): 3 clusters
  Score: Raw -427366.785954 + Penalty 2664.825864 = -424701.960089
  nChanged 75
		SP:Iteration 11Q (98526.030000 sec): 3 clusters
  Score: Raw -427466.390226 + Penalty 2664.825864 = -424801.564362
  nChanged 78
		SP:Iteration 12Q (98526.210000 sec): 3 clusters
  Score: Raw -427554.652487 + Penalty 2664.825864 = -424889.826623
  nChanged 64
		SP:Iteration 13Q (98526.400000 sec): 3 clusters
  Score: Raw -427602.463438 + Penalty 2664.825864 = -424937.637574
  nChanged 47
		SP:Iteration 14Q (98526.570000 sec): 3 clusters
  Score: Raw -427622.613701 + Penalty 2664.825864 = -424957.787837
  nChanged 29
		SP:Iteration 15Q (98526.770000 sec): 3 clusters
  Score: Raw -427632.464898 + Penalty 2664.825864 = -424967.639033
  nChanged 21
		SP:Iteration 16Q (98526.940000 sec): 3 clusters
  Score: Raw -427639.147844 + Penalty 2664.825864 = -424974.321980
  nChanged 18
		SP:Iteration 17Q (98527.100000 sec): 3 clusters
  Score: Raw -427644.961085 + Penalty 2664.825864 = -424980.135221
  nChanged 13
		SP:Iteration 18Q (98527.250000 sec): 3 clusters
  Score: Raw -427649.827868 + Penalty 2664.825864 = -424985.002004
  nChanged 7
		SP:Iteration 19Q (98527.460000 sec): 3 clusters
  Score: Raw -427652.346435 + Penalty 2664.825864 = -424987.520571
  nChanged 5
		SP:Iteration 20F (98527.660000 sec): 3 clusters
  Score: Raw -427653.177551 + Penalty 2664.825864 = -424988.351686
  nChanged 3
		SP:Iteration 21Q (98527.840000 sec): 3 clusters
  Score: Raw -427654.415497 + Penalty 2664.825864 = -424989.589633
  nChanged 4
		SP:Iteration 22Q (98528.010000 sec): 3 clusters
  Score: Raw -427655.244122 + Penalty 2664.825864 = -424990.418258
  nChanged 4
		SP:Iteration 23Q (98528.180000 sec): 3 clusters
  Score: Raw -427656.193168 + Penalty 2664.825864 = -424991.367304
  nChanged 1
		SP:Iteration 24Q (98528.350000 sec): 3 clusters
  Score: Raw -427656.281182 + Penalty 2664.825864 = -424991.455318
  nChanged 0
		SP:Iteration 25F (98528.510000 sec): 3 clusters
  Score: Raw -427656.281182 + Penalty 2664.825864 = -424991.455318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 81 (2887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98528.630000 sec): 2 clusters
  Score: Raw -338259.985759 + Penalty 1294.795642 = -336965.190117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98528.790000 sec): 3 clusters
  Score: Raw -336916.664750 + Penalty 2589.591283 = -334327.073467
  nChanged 1081
		SP:Iteration 1F (98528.990000 sec): 3 clusters
  Score: Raw -337658.266692 + Penalty 2589.591283 = -335068.675409
  nChanged 272
		SP:Iteration 2F (98529.140000 sec): 3 clusters
  Score: Raw -337919.157535 + Penalty 2589.591283 = -335329.566251
  nChanged 198
		SP:Iteration 3F (98529.320000 sec): 3 clusters
  Score: Raw -338095.024230 + Penalty 2589.591283 = -335505.432946
  nChanged 150
		SP:Iteration 4F (98529.450000 sec): 3 clusters
  Score: Raw -338225.417307 + Penalty 2589.591283 = -335635.826023
  nChanged 107
		SP:Iteration 5Q (98529.630000 sec): 3 clusters
  Score: Raw -338304.231840 + Penalty 2589.591283 = -335714.640557
  nChanged 80
		SP:Iteration 6Q (98529.810000 sec): 3 clusters
  Score: Raw -338362.377472 + Penalty 2589.591283 = -335772.786188
  nChanged 82
		SP:Iteration 7Q (98529.990000 sec): 3 clusters
  Score: Raw -338419.090349 + Penalty 2589.591283 = -335829.499066
  nChanged 87
		SP:Iteration 8Q (98530.140000 sec): 3 clusters
  Score: Raw -338482.340385 + Penalty 2589.591283 = -335892.749101
  nChanged 76
		SP:Iteration 9Q (98530.330000 sec): 3 clusters
  Score: Raw -338525.727204 + Penalty 2589.591283 = -335936.135921
  nChanged 65
		SP:Iteration 10Q (98530.530000 sec): 3 clusters
  Score: Raw -338564.204961 + Penalty 2589.591283 = -335974.613677
  nChanged 55
		SP:Iteration 11Q (98530.720000 sec): 3 clusters
  Score: Raw -338591.212053 + Penalty 2589.591283 = -336001.620770
  nChanged 44
		SP:Iteration 12Q (98530.890000 sec): 3 clusters
  Score: Raw -338615.323229 + Penalty 2589.591283 = -336025.731946
  nChanged 42
		SP:Iteration 13Q (98531.090000 sec): 3 clusters
  Score: Raw -338633.510054 + Penalty 2589.591283 = -336043.918771
  nChanged 24
		SP:Iteration 14Q (98531.250000 sec): 3 clusters
  Score: Raw -338642.207490 + Penalty 2589.591283 = -336052.616207
  nChanged 18
		SP:Iteration 15Q (98531.430000 sec): 3 clusters
  Score: Raw -338648.303317 + Penalty 2589.591283 = -336058.712034
  nChanged 11
		SP:Iteration 16Q (98531.610000 sec): 3 clusters
  Score: Raw -338650.806134 + Penalty 2589.591283 = -336061.214851
  nChanged 8
		SP:Iteration 17Q (98531.790000 sec): 3 clusters
  Score: Raw -338654.274667 + Penalty 2589.591283 = -336064.683383
  nChanged 8
		SP:Iteration 18Q (98531.990000 sec): 3 clusters
  Score: Raw -338657.411303 + Penalty 2589.591283 = -336067.820020
  nChanged 9
		SP:Iteration 19Q (98532.170000 sec): 3 clusters
  Score: Raw -338660.166411 + Penalty 2589.591283 = -336070.575127
  nChanged 7
		SP:Iteration 20F (98532.350000 sec): 3 clusters
  Score: Raw -338661.348847 + Penalty 2589.591283 = -336071.757564
  nChanged 5
		SP:Iteration 21Q (98532.510000 sec): 3 clusters
  Score: Raw -338662.953827 + Penalty 2589.591283 = -336073.362544
  nChanged 7
		SP:Iteration 22Q (98532.680000 sec): 3 clusters
  Score: Raw -338665.259354 + Penalty 2589.591283 = -336075.668070
  nChanged 9
		SP:Iteration 23Q (98532.870000 sec): 3 clusters
  Score: Raw -338667.842919 + Penalty 2589.591283 = -336078.251636
  nChanged 5
		SP:Iteration 24Q (98533.070000 sec): 3 clusters
  Score: Raw -338668.882160 + Penalty 2589.591283 = -336079.290877
  nChanged 4
		SP:Iteration 25Q (98533.260000 sec): 3 clusters
  Score: Raw -338669.972704 + Penalty 2589.591283 = -336080.381421
  nChanged 3
		SP:Iteration 26Q (98533.440000 sec): 3 clusters
  Score: Raw -338670.664951 + Penalty 2589.591283 = -336081.073668
  nChanged 0
		SP:Iteration 27F (98533.620000 sec): 3 clusters
  Score: Raw -338670.664951 + Penalty 2589.591283 = -336081.073668
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 82 (12447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98533.770000 sec): 2 clusters
  Score: Raw -1509040.523395 + Penalty 1532.250673 = -1507508.272723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98534.010000 sec): 3 clusters
  Score: Raw -1501870.496775 + Penalty 3064.501345 = -1498805.995429
  nChanged 5477
		SP:Iteration 1F (98534.230000 sec): 3 clusters
  Score: Raw -1504869.716105 + Penalty 3064.501345 = -1501805.214760
  nChanged 740
		SP:Iteration 2F (98534.460000 sec): 3 clusters
  Score: Raw -1505267.482919 + Penalty 3064.501345 = -1502202.981574
  nChanged 716
		SP:Iteration 3F (98534.710000 sec): 3 clusters
  Score: Raw -1505692.062168 + Penalty 3064.501345 = -1502627.560822
  nChanged 730
		SP:Iteration 4F (98534.900000 sec): 3 clusters
  Score: Raw -1506157.006993 + Penalty 3064.501345 = -1503092.505647
  nChanged 706
		SP:Iteration 5F (98535.110000 sec): 3 clusters
  Score: Raw -1506577.719417 + Penalty 3064.501345 = -1503513.218072
  nChanged 657
		SP:Iteration 6F (98535.320000 sec): 3 clusters
  Score: Raw -1506976.706319 + Penalty 3064.501345 = -1503912.204974
  nChanged 584
		SP:Iteration 7Q (98535.530000 sec): 3 clusters
  Score: Raw -1507344.331945 + Penalty 3064.501345 = -1504279.830600
  nChanged 532
		SP:Iteration 8Q (98535.730000 sec): 3 clusters
  Score: Raw -1507714.871057 + Penalty 3064.501345 = -1504650.369712
  nChanged 482
		SP:Iteration 9Q (98535.960000 sec): 3 clusters
  Score: Raw -1508062.600829 + Penalty 3064.501345 = -1504998.099483
  nChanged 420
		SP:Iteration 10Q (98536.180000 sec): 3 clusters
  Score: Raw -1508372.070303 + Penalty 3064.501345 = -1505307.568958
  nChanged 357
		SP:Iteration 11Q (98536.430000 sec): 3 clusters
  Score: Raw -1508634.860052 + Penalty 3064.501345 = -1505570.358706
  nChanged 298
		SP:Iteration 12Q (98536.660000 sec): 3 clusters
  Score: Raw -1508847.116629 + Penalty 3064.501345 = -1505782.615284
  nChanged 225
		SP:Iteration 13Q (98536.900000 sec): 3 clusters
  Score: Raw -1508996.419478 + Penalty 3064.501345 = -1505931.918133
  nChanged 193
		SP:Iteration 14Q (98537.110000 sec): 3 clusters
  Score: Raw -1509102.991030 + Penalty 3064.501345 = -1506038.489684
  nChanged 167
		SP:Iteration 15Q (98537.400000 sec): 3 clusters
  Score: Raw -1509176.012008 + Penalty 3064.501345 = -1506111.510663
  nChanged 131
		SP:Iteration 16Q (98537.610000 sec): 3 clusters
  Score: Raw -1509227.102231 + Penalty 3064.501345 = -1506162.600885
  nChanged 100
		SP:Iteration 17Q (98537.870000 sec): 3 clusters
  Score: Raw -1509258.871834 + Penalty 3064.501345 = -1506194.370489
  nChanged 85
		SP:Iteration 18Q (98538.070000 sec): 3 clusters
  Score: Raw -1509290.272832 + Penalty 3064.501345 = -1506225.771486
  nChanged 86
		SP:Iteration 19Q (98538.310000 sec): 3 clusters
  Score: Raw -1509327.784361 + Penalty 3064.501345 = -1506263.283016
  nChanged 81
		SP:Iteration 20F (98538.560000 sec): 3 clusters
  Score: Raw -1509362.239900 + Penalty 3064.501345 = -1506297.738554
  nChanged 91
		SP:Iteration 21Q (98538.800000 sec): 3 clusters
  Score: Raw -1509408.191626 + Penalty 3064.501345 = -1506343.690280
  nChanged 79
		SP:Iteration 22Q (98539.050000 sec): 3 clusters
  Score: Raw -1509450.025099 + Penalty 3064.501345 = -1506385.523754
  nChanged 83
		SP:Iteration 23Q (98539.290000 sec): 3 clusters
  Score: Raw -1509490.382315 + Penalty 3064.501345 = -1506425.880970
  nChanged 75
		SP:Iteration 24Q (98539.570000 sec): 3 clusters
  Score: Raw -1509524.198423 + Penalty 3064.501345 = -1506459.697078
  nChanged 59
		SP:Iteration 25Q (98539.780000 sec): 3 clusters
  Score: Raw -1509549.214052 + Penalty 3064.501345 = -1506484.712706
  nChanged 56
		SP:Iteration 26Q (98540.030000 sec): 3 clusters
  Score: Raw -1509571.204442 + Penalty 3064.501345 = -1506506.703096
  nChanged 45
		SP:Iteration 27Q (98540.210000 sec): 3 clusters
  Score: Raw -1509590.003219 + Penalty 3064.501345 = -1506525.501873
  nChanged 41
		SP:Iteration 28Q (98540.490000 sec): 3 clusters
  Score: Raw -1509604.822000 + Penalty 3064.501345 = -1506540.320654
  nChanged 30
		SP:Iteration 29Q (98540.680000 sec): 3 clusters
  Score: Raw -1509614.319703 + Penalty 3064.501345 = -1506549.818357
  nChanged 22
		SP:Iteration 30Q (98540.920000 sec): 3 clusters
  Score: Raw -1509620.733096 + Penalty 3064.501345 = -1506556.231751
  nChanged 21
		SP:Iteration 31Q (98541.130000 sec): 3 clusters
  Score: Raw -1509626.613308 + Penalty 3064.501345 = -1506562.111962
  nChanged 17
		SP:Iteration 32Q (98541.360000 sec): 3 clusters
  Score: Raw -1509631.439425 + Penalty 3064.501345 = -1506566.938079
  nChanged 12
		SP:Iteration 33Q (98541.580000 sec): 3 clusters
  Score: Raw -1509634.755486 + Penalty 3064.501345 = -1506570.254141
  nChanged 11
		SP:Iteration 34Q (98541.800000 sec): 3 clusters
  Score: Raw -1509637.629817 + Penalty 3064.501345 = -1506573.128472
  nChanged 11
		SP:Iteration 35Q (98542.030000 sec): 3 clusters
  Score: Raw -1509640.575446 + Penalty 3064.501345 = -1506576.074100
  nChanged 10
		SP:Iteration 36Q (98542.280000 sec): 3 clusters
  Score: Raw -1509643.769963 + Penalty 3064.501345 = -1506579.268617
  nChanged 6
		SP:Iteration 37Q (98542.510000 sec): 3 clusters
  Score: Raw -1509645.129733 + Penalty 3064.501345 = -1506580.628387
  nChanged 4
		SP:Iteration 38Q (98542.680000 sec): 3 clusters
  Score: Raw -1509646.223913 + Penalty 3064.501345 = -1506581.722567
  nChanged 4
		SP:Iteration 39Q (98542.960000 sec): 3 clusters
  Score: Raw -1509646.860783 + Penalty 3064.501345 = -1506582.359438
  nChanged 2
		SP:Iteration 40F (98543.140000 sec): 3 clusters
  Score: Raw -1509647.170081 + Penalty 3064.501345 = -1506582.668736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 83 (1901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98543.290000 sec): 2 clusters
  Score: Raw -210342.835809 + Penalty 1226.896993 = -209115.938816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98543.440000 sec): 3 clusters
  Score: Raw -209567.301983 + Penalty 2453.793986 = -207113.507997
  nChanged 711
		SP:Iteration 1F (98543.640000 sec): 3 clusters
  Score: Raw -210143.450078 + Penalty 2453.793986 = -207689.656092
  nChanged 192
		SP:Iteration 2F (98543.830000 sec): 3 clusters
  Score: Raw -210438.293367 + Penalty 2453.793986 = -207984.499380
  nChanged 196
		SP:Iteration 3F (98544.000000 sec): 3 clusters
  Score: Raw -210769.001853 + Penalty 2453.793986 = -208315.207867
  nChanged 148
		SP:Iteration 4F (98544.190000 sec): 3 clusters
  Score: Raw -211051.646169 + Penalty 2453.793986 = -208597.852183
  nChanged 113
		SP:Iteration 5F (98544.360000 sec): 3 clusters
  Score: Raw -211247.445233 + Penalty 2453.793986 = -208793.651246
  nChanged 62
		SP:Iteration 6Q (98544.500000 sec): 3 clusters
  Score: Raw -211326.998636 + Penalty 2453.793986 = -208873.204650
  nChanged 52
		SP:Iteration 7Q (98544.700000 sec): 3 clusters
  Score: Raw -211374.152493 + Penalty 2453.793986 = -208920.358506
  nChanged 30
		SP:Iteration 8Q (98544.860000 sec): 3 clusters
  Score: Raw -211396.329634 + Penalty 2453.793986 = -208942.535647
  nChanged 25
		SP:Iteration 9Q (98545.050000 sec): 3 clusters
  Score: Raw -211412.945443 + Penalty 2453.793986 = -208959.151457
  nChanged 17
		SP:Iteration 10Q (98545.250000 sec): 3 clusters
  Score: Raw -211428.399466 + Penalty 2453.793986 = -208974.605479
  nChanged 16
		SP:Iteration 11Q (98545.430000 sec): 3 clusters
  Score: Raw -211439.475823 + Penalty 2453.793986 = -208985.681836
  nChanged 15
		SP:Iteration 12Q (98545.660000 sec): 3 clusters
  Score: Raw -211446.618589 + Penalty 2453.793986 = -208992.824603
  nChanged 9
		SP:Iteration 13Q (98545.780000 sec): 3 clusters
  Score: Raw -211450.395575 + Penalty 2453.793986 = -208996.601588
  nChanged 4
		SP:Iteration 14Q (98545.960000 sec): 3 clusters
  Score: Raw -211451.452583 + Penalty 2453.793986 = -208997.658597
  nChanged 1
		SP:Iteration 15Q (98546.170000 sec): 3 clusters
  Score: Raw -211451.812787 + Penalty 2453.793986 = -208998.018801
  nChanged 2
		SP:Iteration 16Q (98546.360000 sec): 3 clusters
  Score: Raw -211452.294875 + Penalty 2453.793986 = -208998.500889
  nChanged 1
		SP:Iteration 17Q (98546.490000 sec): 3 clusters
  Score: Raw -211452.843736 + Penalty 2453.793986 = -208999.049750
  nChanged 1
		SP:Iteration 18Q (98546.690000 sec): 3 clusters
  Score: Raw -211453.081176 + Penalty 2453.793986 = -208999.287189
  nChanged 1
		SP:Iteration 19Q (98546.870000 sec): 3 clusters
  Score: Raw -211453.370207 + Penalty 2453.793986 = -208999.576221
  nChanged 1
		SP:Iteration 20F (98547.040000 sec): 3 clusters
  Score: Raw -211453.767379 + Penalty 2453.793986 = -208999.973393
  nChanged 2
		SP:Iteration 21Q (98547.180000 sec): 3 clusters
  Score: Raw -211455.207910 + Penalty 2453.793986 = -209001.413924
  nChanged 1
		SP:Iteration 22Q (98547.380000 sec): 3 clusters
  Score: Raw -211455.641237 + Penalty 2453.793986 = -209001.847251
  nChanged 0
		SP:Iteration 23F (98547.530000 sec): 3 clusters
  Score: Raw -211455.641237 + Penalty 2453.793986 = -209001.847251
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 84 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98547.620000 sec): 2 clusters
  Score: Raw -14698.328070 + Penalty 897.886103 = -13800.441968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98547.770000 sec): 3 clusters
  Score: Raw -15059.842799 + Penalty 1795.772205 = -13264.070593
  nChanged 59
		SP:Iteration 1F (98548.000000 sec): 3 clusters
  Score: Raw -15355.284050 + Penalty 1795.772205 = -13559.511845
  nChanged 18
		SP:Iteration 2F (98548.160000 sec): 3 clusters
  Score: Raw -15500.645927 + Penalty 1795.772205 = -13704.873722
  nChanged 7
		SP:Iteration 3Q (98548.350000 sec): 3 clusters
  Score: Raw -15537.273844 + Penalty 1795.772205 = -13741.501638
  nChanged 4
		SP:Iteration 4Q (98548.510000 sec): 3 clusters
  Score: Raw -15591.308222 + Penalty 1795.772205 = -13795.536017
  nChanged 2
		SP:Iteration 5Q (98548.680000 sec): 3 clusters
  Score: Raw -15610.180011 + Penalty 1795.772205 = -13814.407805
  nChanged 2
		SP:Iteration 6Q (98548.860000 sec): 3 clusters
  Score: Raw -15635.606613 + Penalty 1795.772205 = -13839.834408
  nChanged 0
		SP:Iteration 7F (98549.050000 sec): 3 clusters
  Score: Raw -15635.606613 + Penalty 1795.772205 = -13839.834408
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 85 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98549.120000 sec): 2 clusters
  Score: Raw -44840.724776 + Penalty 994.548331 = -43846.176445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98549.320000 sec): 3 clusters
  Score: Raw -44852.076319 + Penalty 1989.096661 = -42862.979658
  nChanged 114
		SP:Iteration 1F (98549.500000 sec): 3 clusters
  Score: Raw -45103.169791 + Penalty 1989.096661 = -43114.073130
  nChanged 40
		SP:Iteration 2F (98549.690000 sec): 3 clusters
  Score: Raw -45240.140843 + Penalty 1989.096661 = -43251.044182
  nChanged 28
		SP:Iteration 3F (98549.870000 sec): 3 clusters
  Score: Raw -45346.108018 + Penalty 1989.096661 = -43357.011356
  nChanged 16
		SP:Iteration 4Q (98550.040000 sec): 3 clusters
  Score: Raw -45387.436457 + Penalty 1989.096661 = -43398.339796
  nChanged 15
		SP:Iteration 5Q (98550.210000 sec): 3 clusters
  Score: Raw -45457.719064 + Penalty 1989.096661 = -43468.622403
  nChanged 9
		SP:Iteration 6Q (98550.370000 sec): 3 clusters
  Score: Raw -45479.957268 + Penalty 1989.096661 = -43490.860606
  nChanged 6
		SP:Iteration 7Q (98550.530000 sec): 3 clusters
  Score: Raw -45487.673030 + Penalty 1989.096661 = -43498.576369
  nChanged 1
		SP:Iteration 8Q (98550.690000 sec): 3 clusters
  Score: Raw -45492.953898 + Penalty 1989.096661 = -43503.857237
  nChanged 0
		SP:Iteration 9F (98550.860000 sec): 3 clusters
  Score: Raw -45494.303448 + Penalty 1989.096661 = -43505.206787
  nChanged 1
		SP:Iteration 10Q (98551.030000 sec): 3 clusters
  Score: Raw -45504.098595 + Penalty 1989.096661 = -43515.001933
  nChanged 3
		SP:Iteration 11Q (98551.220000 sec): 3 clusters
  Score: Raw -45512.893203 + Penalty 1989.096661 = -43523.796541
  nChanged 0
		SP:Iteration 12F (98551.390000 sec): 3 clusters
  Score: Raw -45512.893203 + Penalty 1989.096661 = -43523.796541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 86 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98551.490000 sec): 2 clusters
  Score: Raw -16576.338905 + Penalty 838.346486 = -15737.992419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98551.680000 sec): 3 clusters
  Score: Raw -16752.404289 + Penalty 1676.692972 = -15075.711317
  nChanged 28
		SP:Iteration 1F (98551.860000 sec): 3 clusters
  Score: Raw -16813.982725 + Penalty 1676.692972 = -15137.289752
  nChanged 8
		SP:Iteration 2Q (98552.040000 sec): 3 clusters
  Score: Raw -16842.023052 + Penalty 1676.692972 = -15165.330080
  nChanged 3
		SP:Iteration 3Q (98552.260000 sec): 3 clusters
  Score: Raw -16848.090621 + Penalty 1676.692972 = -15171.397649
  nChanged 2
		SP:Iteration 4Q (98552.420000 sec): 3 clusters
  Score: Raw -16860.302181 + Penalty 1676.692972 = -15183.609209
  nChanged 1
		SP:Iteration 5Q (98552.590000 sec): 3 clusters
  Score: Raw -16863.781635 + Penalty 1676.692972 = -15187.088663
  nChanged 1
		SP:Iteration 6Q (98552.740000 sec): 3 clusters
  Score: Raw -16864.619747 + Penalty 1676.692972 = -15187.926774
  nChanged 1
		SP:Iteration 7Q (98552.930000 sec): 3 clusters
  Score: Raw -16866.879869 + Penalty 1676.692972 = -15190.186897
  nChanged 2
		SP:Iteration 8Q (98553.090000 sec): 3 clusters
  Score: Raw -16870.203388 + Penalty 1676.692972 = -15193.510416
  nChanged 3
		SP:Iteration 9Q (98553.260000 sec): 3 clusters
  Score: Raw -16878.353836 + Penalty 1676.692972 = -15201.660864
  nChanged 2
		SP:Iteration 10Q (98553.460000 sec): 3 clusters
  Score: Raw -16886.817875 + Penalty 1676.692972 = -15210.124903
  nChanged 1
		SP:Iteration 11Q (98553.660000 sec): 3 clusters
  Score: Raw -16888.905971 + Penalty 1676.692972 = -15212.212998
  nChanged 2
		SP:Iteration 12Q (98553.810000 sec): 3 clusters
  Score: Raw -16893.191455 + Penalty 1676.692972 = -15216.498483
  nChanged 2
		SP:Iteration 13Q (98553.960000 sec): 3 clusters
  Score: Raw -16900.113039 + Penalty 1676.692972 = -15223.420067
  nChanged 3
		SP:Iteration 14Q (98554.180000 sec): 3 clusters
  Score: Raw -16919.467744 + Penalty 1676.692972 = -15242.774772
  nChanged 2
		SP:Iteration 15Q (98554.360000 sec): 3 clusters
  Score: Raw -16959.880940 + Penalty 1676.692972 = -15283.187967
  nChanged 1
		SP:Iteration 16Q (98554.520000 sec): 3 clusters
  Score: Raw -16962.656505 + Penalty 1676.692972 = -15285.963532
  nChanged 1
		SP:Iteration 17Q (98554.680000 sec): 3 clusters
  Score: Raw -16969.159785 + Penalty 1676.692972 = -15292.466813
  nChanged 0
		SP:Iteration 18F (98554.850000 sec): 3 clusters
  Score: Raw -16969.159785 + Penalty 1676.692972 = -15292.466813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 87 (1073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98554.970000 sec): 2 clusters
  Score: Raw -123892.868483 + Penalty 1133.959733 = -122758.908750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98555.150000 sec): 3 clusters
  Score: Raw -123568.209487 + Penalty 2267.919466 = -121300.290020
  nChanged 340
		SP:Iteration 1F (98555.350000 sec): 3 clusters
  Score: Raw -123834.011662 + Penalty 2267.919466 = -121566.092195
  nChanged 70
		SP:Iteration 2F (98555.500000 sec): 3 clusters
  Score: Raw -123897.212942 + Penalty 2267.919466 = -121629.293476
  nChanged 46
		SP:Iteration 3Q (98555.660000 sec): 3 clusters
  Score: Raw -123939.739801 + Penalty 2267.919466 = -121671.820335
  nChanged 31
		SP:Iteration 4Q (98555.860000 sec): 3 clusters
  Score: Raw -123976.913529 + Penalty 2267.919466 = -121708.994063
  nChanged 25
		SP:Iteration 5Q (98556.020000 sec): 3 clusters
  Score: Raw -124013.305380 + Penalty 2267.919466 = -121745.385914
  nChanged 30
		SP:Iteration 6Q (98556.180000 sec): 3 clusters
  Score: Raw -124051.783556 + Penalty 2267.919466 = -121783.864090
  nChanged 31
		SP:Iteration 7Q (98556.350000 sec): 3 clusters
  Score: Raw -124098.700396 + Penalty 2267.919466 = -121830.780930
  nChanged 26
		SP:Iteration 8Q (98556.530000 sec): 3 clusters
  Score: Raw -124130.023177 + Penalty 2267.919466 = -121862.103711
  nChanged 18
		SP:Iteration 9Q (98556.710000 sec): 3 clusters
  Score: Raw -124157.562448 + Penalty 2267.919466 = -121889.642982
  nChanged 19
		SP:Iteration 10Q (98556.910000 sec): 3 clusters
  Score: Raw -124182.823737 + Penalty 2267.919466 = -121914.904271
  nChanged 14
		SP:Iteration 11Q (98557.090000 sec): 3 clusters
  Score: Raw -124195.455101 + Penalty 2267.919466 = -121927.535635
  nChanged 8
		SP:Iteration 12Q (98557.240000 sec): 3 clusters
  Score: Raw -124202.159547 + Penalty 2267.919466 = -121934.240080
  nChanged 7
		SP:Iteration 13Q (98557.450000 sec): 3 clusters
  Score: Raw -124207.267328 + Penalty 2267.919466 = -121939.347861
  nChanged 2
		SP:Iteration 14Q (98557.640000 sec): 3 clusters
  Score: Raw -124207.989017 + Penalty 2267.919466 = -121940.069551
  nChanged 0
		SP:Iteration 15F (98557.800000 sec): 3 clusters
  Score: Raw -124207.989017 + Penalty 2267.919466 = -121940.069551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 88 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98557.870000 sec): 2 clusters
  Score: Raw -157956.385401 + Penalty 1173.548322 = -156782.837079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98558.070000 sec): 3 clusters
  Score: Raw -157436.871368 + Penalty 2347.096643 = -155089.774725
  nChanged 441
		SP:Iteration 1F (98558.180000 sec): 3 clusters
  Score: Raw -157784.248095 + Penalty 2347.096643 = -155437.151452
  nChanged 123
		SP:Iteration 2F (98558.390000 sec): 3 clusters
  Score: Raw -157915.502985 + Penalty 2347.096643 = -155568.406342
  nChanged 74
		SP:Iteration 3F (98558.550000 sec): 3 clusters
  Score: Raw -157993.782570 + Penalty 2347.096643 = -155646.685927
  nChanged 53
		SP:Iteration 4Q (98558.720000 sec): 3 clusters
  Score: Raw -158046.618960 + Penalty 2347.096643 = -155699.522316
  nChanged 44
		SP:Iteration 5Q (98558.870000 sec): 3 clusters
  Score: Raw -158080.174417 + Penalty 2347.096643 = -155733.077774
  nChanged 35
		SP:Iteration 6Q (98559.050000 sec): 3 clusters
  Score: Raw -158108.450615 + Penalty 2347.096643 = -155761.353971
  nChanged 30
		SP:Iteration 7Q (98559.290000 sec): 3 clusters
  Score: Raw -158135.897488 + Penalty 2347.096643 = -155788.800845
  nChanged 25
		SP:Iteration 8Q (98559.430000 sec): 3 clusters
  Score: Raw -158158.349108 + Penalty 2347.096643 = -155811.252465
  nChanged 21
		SP:Iteration 9Q (98559.630000 sec): 3 clusters
  Score: Raw -158181.483159 + Penalty 2347.096643 = -155834.386516
  nChanged 24
		SP:Iteration 10Q (98559.810000 sec): 3 clusters
  Score: Raw -158207.908469 + Penalty 2347.096643 = -155860.811826
  nChanged 23
		SP:Iteration 11Q (98559.950000 sec): 3 clusters
  Score: Raw -158234.931860 + Penalty 2347.096643 = -155887.835217
  nChanged 22
		SP:Iteration 12Q (98560.140000 sec): 3 clusters
  Score: Raw -158261.907420 + Penalty 2347.096643 = -155914.810777
  nChanged 21
		SP:Iteration 13Q (98560.350000 sec): 3 clusters
  Score: Raw -158280.838762 + Penalty 2347.096643 = -155933.742119
  nChanged 17
		SP:Iteration 14Q (98560.520000 sec): 3 clusters
  Score: Raw -158292.908296 + Penalty 2347.096643 = -155945.811652
  nChanged 16
		SP:Iteration 15Q (98560.710000 sec): 3 clusters
  Score: Raw -158309.693031 + Penalty 2347.096643 = -155962.596388
  nChanged 16
		SP:Iteration 16Q (98560.900000 sec): 3 clusters
  Score: Raw -158324.212050 + Penalty 2347.096643 = -155977.115407
  nChanged 20
		SP:Iteration 17Q (98561.090000 sec): 3 clusters
  Score: Raw -158347.824113 + Penalty 2347.096643 = -156000.727470
  nChanged 11
		SP:Iteration 18Q (98561.230000 sec): 3 clusters
  Score: Raw -158358.601244 + Penalty 2347.096643 = -156011.504601
  nChanged 9
		SP:Iteration 19Q (98561.440000 sec): 3 clusters
  Score: Raw -158364.576630 + Penalty 2347.096643 = -156017.479986
  nChanged 9
		SP:Iteration 20F (98561.570000 sec): 3 clusters
  Score: Raw -158370.886609 + Penalty 2347.096643 = -156023.789966
  nChanged 3
		SP:Iteration 21Q (98561.760000 sec): 3 clusters
  Score: Raw -158372.462596 + Penalty 2347.096643 = -156025.365952
  nChanged 2
		SP:Iteration 22Q (98561.940000 sec): 3 clusters
  Score: Raw -158373.913971 + Penalty 2347.096643 = -156026.817328
  nChanged 1
		SP:Iteration 23Q (98562.130000 sec): 3 clusters
  Score: Raw -158374.941680 + Penalty 2347.096643 = -156027.845037
  nChanged 0
		SP:Iteration 24F (98562.310000 sec): 3 clusters
  Score: Raw -158374.941680 + Penalty 2347.096643 = -156027.845037
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 89 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98562.420000 sec): 2 clusters
  Score: Raw -51719.784665 + Penalty 994.548331 = -50725.236334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98562.550000 sec): 3 clusters
  Score: Raw -51702.719517 + Penalty 1989.096661 = -49713.622856
  nChanged 86
		SP:Iteration 1F (98562.720000 sec): 3 clusters
  Score: Raw -51840.516232 + Penalty 1989.096661 = -49851.419570
  nChanged 28
		SP:Iteration 2F (98562.900000 sec): 3 clusters
  Score: Raw -51897.808152 + Penalty 1989.096661 = -49908.711491
  nChanged 12
		SP:Iteration 3Q (98563.080000 sec): 3 clusters
  Score: Raw -51919.272528 + Penalty 1989.096661 = -49930.175867
  nChanged 6
		SP:Iteration 4Q (98563.270000 sec): 3 clusters
  Score: Raw -51931.296993 + Penalty 1989.096661 = -49942.200332
  nChanged 7
		SP:Iteration 5Q (98563.430000 sec): 3 clusters
  Score: Raw -51948.246253 + Penalty 1989.096661 = -49959.149591
  nChanged 2
		SP:Iteration 6Q (98563.610000 sec): 3 clusters
  Score: Raw -51951.064714 + Penalty 1989.096661 = -49961.968053
  nChanged 1
		SP:Iteration 7Q (98563.790000 sec): 3 clusters
  Score: Raw -51953.695739 + Penalty 1989.096661 = -49964.599078
  nChanged 3
		SP:Iteration 8Q (98563.980000 sec): 3 clusters
  Score: Raw -51958.808077 + Penalty 1989.096661 = -49969.711416
  nChanged 1
		SP:Iteration 9Q (98564.150000 sec): 3 clusters
  Score: Raw -51960.231439 + Penalty 1989.096661 = -49971.134778
  nChanged 0
		SP:Iteration 10F (98564.330000 sec): 3 clusters
  Score: Raw -51960.231439 + Penalty 1989.096661 = -49971.134778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 90 (4411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98564.470000 sec): 2 clusters
  Score: Raw -537150.890483 + Penalty 1363.676714 = -535787.213770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98564.630000 sec): 3 clusters
  Score: Raw -534896.375900 + Penalty 2727.353428 = -532169.022472
  nChanged 1759
		SP:Iteration 1F (98564.830000 sec): 3 clusters
  Score: Raw -535867.344004 + Penalty 2727.353428 = -533139.990576
  nChanged 307
		SP:Iteration 2F (98564.990000 sec): 3 clusters
  Score: Raw -536025.409609 + Penalty 2727.353428 = -533298.056181
  nChanged 235
		SP:Iteration 3F (98565.180000 sec): 3 clusters
  Score: Raw -536153.292363 + Penalty 2727.353428 = -533425.938936
  nChanged 202
		SP:Iteration 4Q (98565.370000 sec): 3 clusters
  Score: Raw -536262.084751 + Penalty 2727.353428 = -533534.731324
  nChanged 170
		SP:Iteration 5Q (98565.550000 sec): 3 clusters
  Score: Raw -536350.077807 + Penalty 2727.353428 = -533622.724379
  nChanged 151
		SP:Iteration 6Q (98565.710000 sec): 3 clusters
  Score: Raw -536425.776849 + Penalty 2727.353428 = -533698.423421
  nChanged 140
		SP:Iteration 7Q (98565.890000 sec): 3 clusters
  Score: Raw -536497.220629 + Penalty 2727.353428 = -533769.867201
  nChanged 153
		SP:Iteration 8Q (98566.110000 sec): 3 clusters
  Score: Raw -536578.827546 + Penalty 2727.353428 = -533851.474119
  nChanged 139
		SP:Iteration 9Q (98566.350000 sec): 3 clusters
  Score: Raw -536657.991420 + Penalty 2727.353428 = -533930.637992
  nChanged 150
		SP:Iteration 10Q (98566.560000 sec): 3 clusters
  Score: Raw -536748.263089 + Penalty 2727.353428 = -534020.909662
  nChanged 135
		SP:Iteration 11Q (98566.720000 sec): 3 clusters
  Score: Raw -536827.556142 + Penalty 2727.353428 = -534100.202715
  nChanged 132
		SP:Iteration 12Q (98566.970000 sec): 3 clusters
  Score: Raw -536909.857269 + Penalty 2727.353428 = -534182.503841
  nChanged 125
		SP:Iteration 13Q (98567.170000 sec): 3 clusters
  Score: Raw -536998.493176 + Penalty 2727.353428 = -534271.139749
  nChanged 112
		SP:Iteration 14Q (98567.370000 sec): 3 clusters
  Score: Raw -537074.238755 + Penalty 2727.353428 = -534346.885327
  nChanged 80
		SP:Iteration 15Q (98567.550000 sec): 3 clusters
  Score: Raw -537122.028978 + Penalty 2727.353428 = -534394.675551
  nChanged 59
		SP:Iteration 16Q (98567.710000 sec): 3 clusters
  Score: Raw -537156.598275 + Penalty 2727.353428 = -534429.244848
  nChanged 51
		SP:Iteration 17Q (98567.940000 sec): 3 clusters
  Score: Raw -537185.492167 + Penalty 2727.353428 = -534458.138739
  nChanged 40
		SP:Iteration 18Q (98568.150000 sec): 3 clusters
  Score: Raw -537214.559338 + Penalty 2727.353428 = -534487.205911
  nChanged 33
		SP:Iteration 19Q (98568.330000 sec): 3 clusters
  Score: Raw -537238.916252 + Penalty 2727.353428 = -534511.562825
  nChanged 24
		SP:Iteration 20F (98568.530000 sec): 3 clusters
  Score: Raw -537257.266230 + Penalty 2727.353428 = -534529.912802
  nChanged 26
		SP:Iteration 21Q (98568.690000 sec): 3 clusters
  Score: Raw -537271.569954 + Penalty 2727.353428 = -534544.216526
  nChanged 12
		SP:Iteration 22Q (98568.840000 sec): 3 clusters
  Score: Raw -537281.158777 + Penalty 2727.353428 = -534553.805349
  nChanged 14
		SP:Iteration 23Q (98569.000000 sec): 3 clusters
  Score: Raw -537295.173154 + Penalty 2727.353428 = -534567.819727
  nChanged 12
		SP:Iteration 24Q (98569.160000 sec): 3 clusters
  Score: Raw -537303.984503 + Penalty 2727.353428 = -534576.631075
  nChanged 7
		SP:Iteration 25Q (98569.340000 sec): 3 clusters
  Score: Raw -537308.483473 + Penalty 2727.353428 = -534581.130046
  nChanged 6
		SP:Iteration 26Q (98569.530000 sec): 3 clusters
  Score: Raw -537312.513871 + Penalty 2727.353428 = -534585.160444
  nChanged 5
		SP:Iteration 27Q (98569.730000 sec): 3 clusters
  Score: Raw -537317.342187 + Penalty 2727.353428 = -534589.988760
  nChanged 4
		SP:Iteration 28Q (98569.870000 sec): 3 clusters
  Score: Raw -537320.923128 + Penalty 2727.353428 = -534593.569700
  nChanged 5
		SP:Iteration 29Q (98570.050000 sec): 3 clusters
  Score: Raw -537325.063197 + Penalty 2727.353428 = -534597.709769
  nChanged 6
		SP:Iteration 30Q (98570.280000 sec): 3 clusters
  Score: Raw -537328.363680 + Penalty 2727.353428 = -534601.010253
  nChanged 3
		SP:Iteration 31Q (98570.450000 sec): 3 clusters
  Score: Raw -537330.107059 + Penalty 2727.353428 = -534602.753631
  nChanged 2
		SP:Iteration 32Q (98570.640000 sec): 3 clusters
  Score: Raw -537331.356945 + Penalty 2727.353428 = -534604.003517
  nChanged 0
		SP:Iteration 33F (98570.820000 sec): 3 clusters
  Score: Raw -537331.356945 + Penalty 2727.353428 = -534604.003517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 91 (1609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98570.940000 sec): 2 clusters
  Score: Raw -182335.072217 + Penalty 1199.797324 = -181135.274894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98571.120000 sec): 3 clusters
  Score: Raw -181701.356334 + Penalty 2399.594648 = -179301.761686
  nChanged 542
		SP:Iteration 1F (98571.290000 sec): 3 clusters
  Score: Raw -182118.262444 + Penalty 2399.594648 = -179718.667796
  nChanged 150
		SP:Iteration 2F (98571.450000 sec): 3 clusters
  Score: Raw -182302.885505 + Penalty 2399.594648 = -179903.290858
  nChanged 112
		SP:Iteration 3F (98571.630000 sec): 3 clusters
  Score: Raw -182440.414789 + Penalty 2399.594648 = -180040.820141
  nChanged 93
		SP:Iteration 4F (98571.830000 sec): 3 clusters
  Score: Raw -182570.739594 + Penalty 2399.594648 = -180171.144946
  nChanged 80
		SP:Iteration 5Q (98572.010000 sec): 3 clusters
  Score: Raw -182672.148014 + Penalty 2399.594648 = -180272.553366
  nChanged 68
		SP:Iteration 6Q (98572.200000 sec): 3 clusters
  Score: Raw -182760.782284 + Penalty 2399.594648 = -180361.187636
  nChanged 55
		SP:Iteration 7Q (98572.400000 sec): 3 clusters
  Score: Raw -182852.922560 + Penalty 2399.594648 = -180453.327912
  nChanged 59
		SP:Iteration 8Q (98572.550000 sec): 3 clusters
  Score: Raw -182932.035276 + Penalty 2399.594648 = -180532.440628
  nChanged 44
		SP:Iteration 9Q (98572.740000 sec): 3 clusters
  Score: Raw -182982.124208 + Penalty 2399.594648 = -180582.529560
  nChanged 39
		SP:Iteration 10Q (98572.900000 sec): 3 clusters
  Score: Raw -183027.864175 + Penalty 2399.594648 = -180628.269527
  nChanged 27
		SP:Iteration 11Q (98573.050000 sec): 3 clusters
  Score: Raw -183052.017594 + Penalty 2399.594648 = -180652.422946
  nChanged 9
		SP:Iteration 12Q (98573.250000 sec): 3 clusters
  Score: Raw -183056.666329 + Penalty 2399.594648 = -180657.071681
  nChanged 3
		SP:Iteration 13Q (98573.460000 sec): 3 clusters
  Score: Raw -183058.318084 + Penalty 2399.594648 = -180658.723436
  nChanged 0
		SP:Iteration 14F (98573.600000 sec): 3 clusters
  Score: Raw -183058.318084 + Penalty 2399.594648 = -180658.723436
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 92 (1956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98573.710000 sec): 2 clusters
  Score: Raw -218147.836618 + Penalty 1231.531738 = -216916.304880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98573.890000 sec): 3 clusters
  Score: Raw -217307.588206 + Penalty 2463.063476 = -214844.524730
  nChanged 699
		SP:Iteration 1F (98574.070000 sec): 3 clusters
  Score: Raw -217784.165402 + Penalty 2463.063476 = -215321.101926
  nChanged 173
		SP:Iteration 2F (98574.250000 sec): 3 clusters
  Score: Raw -217930.863323 + Penalty 2463.063476 = -215467.799847
  nChanged 120
		SP:Iteration 3F (98574.460000 sec): 3 clusters
  Score: Raw -218054.257156 + Penalty 2463.063476 = -215591.193680
  nChanged 102
		SP:Iteration 4F (98574.620000 sec): 3 clusters
  Score: Raw -218152.618224 + Penalty 2463.063476 = -215689.554748
  nChanged 74
		SP:Iteration 5Q (98574.810000 sec): 3 clusters
  Score: Raw -218208.452003 + Penalty 2463.063476 = -215745.388526
  nChanged 56
		SP:Iteration 6Q (98574.990000 sec): 3 clusters
  Score: Raw -218256.209394 + Penalty 2463.063476 = -215793.145918
  nChanged 47
		SP:Iteration 7Q (98575.180000 sec): 3 clusters
  Score: Raw -218291.306549 + Penalty 2463.063476 = -215828.243073
  nChanged 39
		SP:Iteration 8Q (98575.370000 sec): 3 clusters
  Score: Raw -218319.616145 + Penalty 2463.063476 = -215856.552669
  nChanged 33
		SP:Iteration 9Q (98575.520000 sec): 3 clusters
  Score: Raw -218342.201653 + Penalty 2463.063476 = -215879.138176
  nChanged 29
		SP:Iteration 10Q (98575.690000 sec): 3 clusters
  Score: Raw -218366.371196 + Penalty 2463.063476 = -215903.307719
  nChanged 29
		SP:Iteration 11Q (98575.910000 sec): 3 clusters
  Score: Raw -218383.262650 + Penalty 2463.063476 = -215920.199173
  nChanged 24
		SP:Iteration 12Q (98576.050000 sec): 3 clusters
  Score: Raw -218398.754266 + Penalty 2463.063476 = -215935.690790
  nChanged 25
		SP:Iteration 13Q (98576.230000 sec): 3 clusters
  Score: Raw -218415.096982 + Penalty 2463.063476 = -215952.033506
  nChanged 20
		SP:Iteration 14Q (98576.430000 sec): 3 clusters
  Score: Raw -218425.584781 + Penalty 2463.063476 = -215962.521304
  nChanged 13
		SP:Iteration 15Q (98576.590000 sec): 3 clusters
  Score: Raw -218434.008724 + Penalty 2463.063476 = -215970.945248
  nChanged 19
		SP:Iteration 16Q (98576.780000 sec): 3 clusters
  Score: Raw -218443.803027 + Penalty 2463.063476 = -215980.739551
  nChanged 16
		SP:Iteration 17Q (98576.970000 sec): 3 clusters
  Score: Raw -218455.289830 + Penalty 2463.063476 = -215992.226354
  nChanged 10
		SP:Iteration 18Q (98577.140000 sec): 3 clusters
  Score: Raw -218459.138771 + Penalty 2463.063476 = -215996.075294
  nChanged 4
		SP:Iteration 19Q (98577.290000 sec): 3 clusters
  Score: Raw -218461.174387 + Penalty 2463.063476 = -215998.110911
  nChanged 3
		SP:Iteration 20F (98577.480000 sec): 3 clusters
  Score: Raw -218462.684873 + Penalty 2463.063476 = -215999.621397
  nChanged 5
		SP:Iteration 21Q (98577.650000 sec): 3 clusters
  Score: Raw -218464.836300 + Penalty 2463.063476 = -216001.772823
  nChanged 3
		SP:Iteration 22Q (98577.840000 sec): 3 clusters
  Score: Raw -218465.851464 + Penalty 2463.063476 = -216002.787988
  nChanged 0
		SP:Iteration 23F (98578.040000 sec): 3 clusters
  Score: Raw -218465.851464 + Penalty 2463.063476 = -216002.787988
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 93 (2430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98578.120000 sec): 2 clusters
  Score: Raw -280338.533707 + Penalty 1266.792562 = -279071.741145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98578.310000 sec): 3 clusters
  Score: Raw -279225.876557 + Penalty 2533.585124 = -276692.291433
  nChanged 912
		SP:Iteration 1F (98578.490000 sec): 3 clusters
  Score: Raw -279926.041730 + Penalty 2533.585124 = -277392.456606
  nChanged 247
		SP:Iteration 2F (98578.670000 sec): 3 clusters
  Score: Raw -280220.746228 + Penalty 2533.585124 = -277687.161103
  nChanged 237
		SP:Iteration 3F (98578.850000 sec): 3 clusters
  Score: Raw -280592.931549 + Penalty 2533.585124 = -278059.346425
  nChanged 206
		SP:Iteration 4F (98579.080000 sec): 3 clusters
  Score: Raw -280912.404348 + Penalty 2533.585124 = -278378.819224
  nChanged 132
		SP:Iteration 5F (98579.210000 sec): 3 clusters
  Score: Raw -281063.051434 + Penalty 2533.585124 = -278529.466309
  nChanged 82
		SP:Iteration 6Q (98579.420000 sec): 3 clusters
  Score: Raw -281145.857899 + Penalty 2533.585124 = -278612.272775
  nChanged 48
		SP:Iteration 7Q (98579.570000 sec): 3 clusters
  Score: Raw -281188.332190 + Penalty 2533.585124 = -278654.747066
  nChanged 40
		SP:Iteration 8Q (98579.720000 sec): 3 clusters
  Score: Raw -281219.847531 + Penalty 2533.585124 = -278686.262407
  nChanged 25
		SP:Iteration 9Q (98579.870000 sec): 3 clusters
  Score: Raw -281236.953270 + Penalty 2533.585124 = -278703.368146
  nChanged 18
		SP:Iteration 10Q (98580.060000 sec): 3 clusters
  Score: Raw -281249.634185 + Penalty 2533.585124 = -278716.049061
  nChanged 14
		SP:Iteration 11Q (98580.220000 sec): 3 clusters
  Score: Raw -281258.110558 + Penalty 2533.585124 = -278724.525434
  nChanged 7
		SP:Iteration 12Q (98580.390000 sec): 3 clusters
  Score: Raw -281265.081878 + Penalty 2533.585124 = -278731.496754
  nChanged 12
		SP:Iteration 13Q (98580.550000 sec): 3 clusters
  Score: Raw -281274.098487 + Penalty 2533.585124 = -278740.513363
  nChanged 12
		SP:Iteration 14Q (98580.690000 sec): 3 clusters
  Score: Raw -281286.419251 + Penalty 2533.585124 = -278752.834127
  nChanged 14
		SP:Iteration 15Q (98580.870000 sec): 3 clusters
  Score: Raw -281296.862455 + Penalty 2533.585124 = -278763.277331
  nChanged 9
		SP:Iteration 16Q (98581.040000 sec): 3 clusters
  Score: Raw -281304.776356 + Penalty 2533.585124 = -278771.191232
  nChanged 10
		SP:Iteration 17Q (98581.220000 sec): 3 clusters
  Score: Raw -281308.974648 + Penalty 2533.585124 = -278775.389524
  nChanged 5
		SP:Iteration 18Q (98581.420000 sec): 3 clusters
  Score: Raw -281311.342163 + Penalty 2533.585124 = -278777.757039
  nChanged 5
		SP:Iteration 19Q (98581.560000 sec): 3 clusters
  Score: Raw -281315.352381 + Penalty 2533.585124 = -278781.767257
  nChanged 3
		SP:Iteration 20F (98581.720000 sec): 3 clusters
  Score: Raw -281319.820845 + Penalty 2533.585124 = -278786.235720
  nChanged 8
		SP:Iteration 21Q (98581.870000 sec): 3 clusters
  Score: Raw -281326.307529 + Penalty 2533.585124 = -278792.722405
  nChanged 7
		SP:Iteration 22Q (98582.060000 sec): 3 clusters
  Score: Raw -281329.651930 + Penalty 2533.585124 = -278796.066806
  nChanged 3
		SP:Iteration 23Q (98582.270000 sec): 3 clusters
  Score: Raw -281331.782777 + Penalty 2533.585124 = -278798.197653
  nChanged 3
		SP:Iteration 24Q (98582.470000 sec): 3 clusters
  Score: Raw -281333.555073 + Penalty 2533.585124 = -278799.969948
  nChanged 3
		SP:Iteration 25Q (98582.630000 sec): 3 clusters
  Score: Raw -281335.972127 + Penalty 2533.585124 = -278802.387003
  nChanged 1
		SP:Iteration 26Q (98582.810000 sec): 3 clusters
  Score: Raw -281336.045433 + Penalty 2533.585124 = -278802.460308
  nChanged 0
		SP:Iteration 27F (98582.930000 sec): 3 clusters
  Score: Raw -281336.045433 + Penalty 2533.585124 = -278802.460308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 94 (7922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98583.100000 sec): 2 clusters
  Score: Raw -935726.624025 + Penalty 1458.827334 = -934267.796691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98583.240000 sec): 3 clusters
  Score: Raw -931377.848425 + Penalty 2917.654668 = -928460.193757
  nChanged 3340
		SP:Iteration 1F (98583.470000 sec): 3 clusters
  Score: Raw -933263.565600 + Penalty 2917.654668 = -930345.910932
  nChanged 556
		SP:Iteration 2F (98583.700000 sec): 3 clusters
  Score: Raw -933540.899658 + Penalty 2917.654668 = -930623.244990
  nChanged 450
		SP:Iteration 3F (98583.910000 sec): 3 clusters
  Score: Raw -933798.571686 + Penalty 2917.654668 = -930880.917018
  nChanged 433
		SP:Iteration 4F (98584.110000 sec): 3 clusters
  Score: Raw -934066.187662 + Penalty 2917.654668 = -931148.532994
  nChanged 430
		SP:Iteration 5F (98584.330000 sec): 3 clusters
  Score: Raw -934333.816099 + Penalty 2917.654668 = -931416.161431
  nChanged 381
		SP:Iteration 6Q (98584.560000 sec): 3 clusters
  Score: Raw -934568.886409 + Penalty 2917.654668 = -931651.231741
  nChanged 359
		SP:Iteration 7Q (98584.780000 sec): 3 clusters
  Score: Raw -934792.329613 + Penalty 2917.654668 = -931874.674945
  nChanged 323
		SP:Iteration 8Q (98585.030000 sec): 3 clusters
  Score: Raw -935003.895633 + Penalty 2917.654668 = -932086.240965
  nChanged 275
		SP:Iteration 9Q (98585.220000 sec): 3 clusters
  Score: Raw -935157.550214 + Penalty 2917.654668 = -932239.895546
  nChanged 208
		SP:Iteration 10Q (98585.460000 sec): 3 clusters
  Score: Raw -935257.819374 + Penalty 2917.654668 = -932340.164706
  nChanged 187
		SP:Iteration 11Q (98585.670000 sec): 3 clusters
  Score: Raw -935342.257421 + Penalty 2917.654668 = -932424.602753
  nChanged 150
		SP:Iteration 12Q (98585.900000 sec): 3 clusters
  Score: Raw -935406.254751 + Penalty 2917.654668 = -932488.600083
  nChanged 123
		SP:Iteration 13Q (98586.100000 sec): 3 clusters
  Score: Raw -935457.954850 + Penalty 2917.654668 = -932540.300183
  nChanged 95
		SP:Iteration 14Q (98586.300000 sec): 3 clusters
  Score: Raw -935497.401776 + Penalty 2917.654668 = -932579.747108
  nChanged 84
		SP:Iteration 15Q (98586.520000 sec): 3 clusters
  Score: Raw -935530.228654 + Penalty 2917.654668 = -932612.573986
  nChanged 64
		SP:Iteration 16Q (98586.730000 sec): 3 clusters
  Score: Raw -935552.839761 + Penalty 2917.654668 = -932635.185093
  nChanged 63
		SP:Iteration 17Q (98586.940000 sec): 3 clusters
  Score: Raw -935581.076271 + Penalty 2917.654668 = -932663.421603
  nChanged 76
		SP:Iteration 18Q (98587.160000 sec): 3 clusters
  Score: Raw -935611.870507 + Penalty 2917.654668 = -932694.215839
  nChanged 81
		SP:Iteration 19Q (98587.360000 sec): 3 clusters
  Score: Raw -935643.127490 + Penalty 2917.654668 = -932725.472822
  nChanged 58
		SP:Iteration 20F (98587.580000 sec): 3 clusters
  Score: Raw -935665.006953 + Penalty 2917.654668 = -932747.352285
  nChanged 55
		SP:Iteration 21Q (98587.780000 sec): 3 clusters
  Score: Raw -935686.081143 + Penalty 2917.654668 = -932768.426475
  nChanged 56
		SP:Iteration 22Q (98587.980000 sec): 3 clusters
  Score: Raw -935704.235914 + Penalty 2917.654668 = -932786.581246
  nChanged 44
		SP:Iteration 23Q (98588.190000 sec): 3 clusters
  Score: Raw -935719.178919 + Penalty 2917.654668 = -932801.524251
  nChanged 37
		SP:Iteration 24Q (98588.400000 sec): 3 clusters
  Score: Raw -935732.320009 + Penalty 2917.654668 = -932814.665341
  nChanged 40
		SP:Iteration 25Q (98588.610000 sec): 3 clusters
  Score: Raw -935744.878942 + Penalty 2917.654668 = -932827.224274
  nChanged 28
		SP:Iteration 26Q (98588.840000 sec): 3 clusters
  Score: Raw -935754.352340 + Penalty 2917.654668 = -932836.697672
  nChanged 34
		SP:Iteration 27Q (98589.010000 sec): 3 clusters
  Score: Raw -935765.002850 + Penalty 2917.654668 = -932847.348182
  nChanged 32
		SP:Iteration 28Q (98589.210000 sec): 3 clusters
  Score: Raw -935774.568093 + Penalty 2917.654668 = -932856.913425
  nChanged 32
		SP:Iteration 29Q (98589.430000 sec): 3 clusters
  Score: Raw -935786.604934 + Penalty 2917.654668 = -932868.950266
  nChanged 30
		SP:Iteration 30Q (98589.660000 sec): 3 clusters
  Score: Raw -935796.297950 + Penalty 2917.654668 = -932878.643282
  nChanged 25
		SP:Iteration 31Q (98589.850000 sec): 3 clusters
  Score: Raw -935803.280081 + Penalty 2917.654668 = -932885.625413
  nChanged 17
		SP:Iteration 32Q (98590.010000 sec): 3 clusters
  Score: Raw -935807.394487 + Penalty 2917.654668 = -932889.739819
  nChanged 16
		SP:Iteration 33Q (98590.210000 sec): 3 clusters
  Score: Raw -935811.627980 + Penalty 2917.654668 = -932893.973312
  nChanged 18
		SP:Iteration 34Q (98590.390000 sec): 3 clusters
  Score: Raw -935817.239543 + Penalty 2917.654668 = -932899.584875
  nChanged 10
		SP:Iteration 35Q (98590.590000 sec): 3 clusters
  Score: Raw -935822.217355 + Penalty 2917.654668 = -932904.562687
  nChanged 18
		SP:Iteration 36Q (98590.780000 sec): 3 clusters
  Score: Raw -935828.023844 + Penalty 2917.654668 = -932910.369176
  nChanged 16
		SP:Iteration 37Q (98590.960000 sec): 3 clusters
  Score: Raw -935833.779021 + Penalty 2917.654668 = -932916.124353
  nChanged 19
		SP:Iteration 38Q (98591.220000 sec): 3 clusters
  Score: Raw -935838.435608 + Penalty 2917.654668 = -932920.780940
  nChanged 16
		SP:Iteration 39Q (98591.400000 sec): 3 clusters
  Score: Raw -935844.395150 + Penalty 2917.654668 = -932926.740482
  nChanged 22
		SP:Iteration 40F (98591.620000 sec): 3 clusters
  Score: Raw -935852.646070 + Penalty 2917.654668 = -932934.991402
  nChanged 20
		SP:Iteration 41Q (98591.860000 sec): 3 clusters
  Score: Raw -935861.463554 + Penalty 2917.654668 = -932943.808886
  nChanged 16
		SP:Iteration 42Q (98592.060000 sec): 3 clusters
  Score: Raw -935868.447385 + Penalty 2917.654668 = -932950.792717
  nChanged 15
		SP:Iteration 43Q (98592.240000 sec): 3 clusters
  Score: Raw -935873.638146 + Penalty 2917.654668 = -932955.983478
  nChanged 17
		SP:Iteration 44Q (98592.450000 sec): 3 clusters
  Score: Raw -935880.107557 + Penalty 2917.654668 = -932962.452889
  nChanged 16
		SP:Iteration 45Q (98592.680000 sec): 3 clusters
  Score: Raw -935883.705301 + Penalty 2917.654668 = -932966.050633
  nChanged 13
		SP:Iteration 46Q (98592.850000 sec): 3 clusters
  Score: Raw -935887.335953 + Penalty 2917.654668 = -932969.681285
  nChanged 10
		SP:Iteration 47Q (98593.040000 sec): 3 clusters
  Score: Raw -935890.247920 + Penalty 2917.654668 = -932972.593252
  nChanged 9
		SP:Iteration 48Q (98593.250000 sec): 3 clusters
  Score: Raw -935892.863004 + Penalty 2917.654668 = -932975.208336
  nChanged 14
		SP:Iteration 49Q (98593.460000 sec): 3 clusters
  Score: Raw -935897.908170 + Penalty 2917.654668 = -932980.253502
  nChanged 13
		SP:Iteration 50Q (98593.670000 sec): 3 clusters
  Score: Raw -935902.191006 + Penalty 2917.654668 = -932984.536339
  nChanged 10
		SP:Iteration 51Q (98593.870000 sec): 3 clusters
  Score: Raw -935905.166253 + Penalty 2917.654668 = -932987.511585
  nChanged 10
		SP:Iteration 52Q (98594.080000 sec): 3 clusters
  Score: Raw -935908.357888 + Penalty 2917.654668 = -932990.703220
  nChanged 7
		SP:Iteration 53Q (98594.300000 sec): 3 clusters
  Score: Raw -935909.819284 + Penalty 2917.654668 = -932992.164616
  nChanged 4
		SP:Iteration 54Q (98594.520000 sec): 3 clusters
  Score: Raw -935910.763900 + Penalty 2917.654668 = -932993.109232
  nChanged 7
		SP:Iteration 55Q (98594.720000 sec): 3 clusters
  Score: Raw -935912.268889 + Penalty 2917.654668 = -932994.614222
  nChanged 8
		SP:Iteration 56Q (98594.950000 sec): 3 clusters
  Score: Raw -935913.584403 + Penalty 2917.654668 = -932995.929735
  nChanged 4
		SP:Iteration 57Q (98595.150000 sec): 3 clusters
  Score: Raw -935915.184308 + Penalty 2917.654668 = -932997.529640
  nChanged 5
		SP:Iteration 58Q (98595.340000 sec): 3 clusters
  Score: Raw -935916.914453 + Penalty 2917.654668 = -932999.259785
  nChanged 5
		SP:Iteration 59Q (98595.550000 sec): 3 clusters
  Score: Raw -935918.092124 + Penalty 2917.654668 = -933000.437456
  nChanged 5
		SP:Iteration 60F (98595.710000 sec): 3 clusters
  Score: Raw -935920.097809 + Penalty 2917.654668 = -933002.443141
  nChanged 4
		SP:Iteration 61Q (98595.940000 sec): 3 clusters
  Score: Raw -935921.511532 + Penalty 2917.654668 = -933003.856864
  nChanged 5
		SP:Iteration 62Q (98596.100000 sec): 3 clusters
  Score: Raw -935922.659411 + Penalty 2917.654668 = -933005.004743
  nChanged 6
		SP:Iteration 63Q (98596.320000 sec): 3 clusters
  Score: Raw -935924.515486 + Penalty 2917.654668 = -933006.860818
  nChanged 5
		SP:Iteration 64Q (98596.510000 sec): 3 clusters
  Score: Raw -935925.674044 + Penalty 2917.654668 = -933008.019376
  nChanged 4
		SP:Iteration 65Q (98596.710000 sec): 3 clusters
  Score: Raw -935926.171437 + Penalty 2917.654668 = -933008.516770
  nChanged 3
		SP:Iteration 66Q (98596.910000 sec): 3 clusters
  Score: Raw -935927.099369 + Penalty 2917.654668 = -933009.444701
  nChanged 4
		SP:Iteration 67Q (98597.150000 sec): 3 clusters
  Score: Raw -935927.973077 + Penalty 2917.654668 = -933010.318409
  nChanged 5
		SP:Iteration 68Q (98597.330000 sec): 3 clusters
  Score: Raw -935929.856841 + Penalty 2917.654668 = -933012.202173
  nChanged 6
		SP:Iteration 69Q (98597.530000 sec): 3 clusters
  Score: Raw -935931.983554 + Penalty 2917.654668 = -933014.328886
  nChanged 4
		SP:Iteration 70Q (98597.770000 sec): 3 clusters
  Score: Raw -935932.789783 + Penalty 2917.654668 = -933015.135115
  nChanged 2
		SP:Iteration 71Q (98597.980000 sec): 3 clusters
  Score: Raw -935933.045749 + Penalty 2917.654668 = -933015.391081
  nChanged 1
		SP:Iteration 72Q (98598.160000 sec): 3 clusters
  Score: Raw -935933.077770 + Penalty 2917.654668 = -933015.423102
  nChanged 0
		SP:Iteration 73F (98598.390000 sec): 3 clusters
  Score: Raw -935933.077770 + Penalty 2917.654668 = -933015.423102
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 95 (6484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98598.520000 sec): 2 clusters
  Score: Raw -765758.973542 + Penalty 1426.277593 = -764332.695949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98598.750000 sec): 3 clusters
  Score: Raw -762331.736504 + Penalty 2852.555187 = -759479.181317
  nChanged 2631
		SP:Iteration 1F (98598.920000 sec): 3 clusters
  Score: Raw -763928.354554 + Penalty 2852.555187 = -761075.799367
  nChanged 473
		SP:Iteration 2F (98599.180000 sec): 3 clusters
  Score: Raw -764221.363857 + Penalty 2852.555187 = -761368.808670
  nChanged 408
		SP:Iteration 3F (98599.350000 sec): 3 clusters
  Score: Raw -764510.322937 + Penalty 2852.555187 = -761657.767750
  nChanged 407
		SP:Iteration 4F (98599.560000 sec): 3 clusters
  Score: Raw -764809.621918 + Penalty 2852.555187 = -761957.066731
  nChanged 437
		SP:Iteration 5F (98599.740000 sec): 3 clusters
  Score: Raw -765150.958255 + Penalty 2852.555187 = -762298.403068
  nChanged 393
		SP:Iteration 6F (98599.930000 sec): 3 clusters
  Score: Raw -765462.980033 + Penalty 2852.555187 = -762610.424846
  nChanged 344
		SP:Iteration 7F (98600.180000 sec): 3 clusters
  Score: Raw -765734.899657 + Penalty 2852.555187 = -762882.344470
  nChanged 311
		SP:Iteration 8Q (98600.350000 sec): 3 clusters
  Score: Raw -765994.990688 + Penalty 2852.555187 = -763142.435501
  nChanged 249
		SP:Iteration 9Q (98600.560000 sec): 3 clusters
  Score: Raw -766222.961991 + Penalty 2852.555187 = -763370.406804
  nChanged 200
		SP:Iteration 10Q (98600.780000 sec): 3 clusters
  Score: Raw -766400.803847 + Penalty 2852.555187 = -763548.248660
  nChanged 159
		SP:Iteration 11Q (98600.980000 sec): 3 clusters
  Score: Raw -766595.084170 + Penalty 2852.555187 = -763742.528983
  nChanged 141
		SP:Iteration 12Q (98601.180000 sec): 3 clusters
  Score: Raw -766745.847803 + Penalty 2852.555187 = -763893.292616
  nChanged 101
		SP:Iteration 13Q (98601.370000 sec): 3 clusters
  Score: Raw -766837.721111 + Penalty 2852.555187 = -763985.165924
  nChanged 89
		SP:Iteration 14Q (98601.600000 sec): 3 clusters
  Score: Raw -766906.843292 + Penalty 2852.555187 = -764054.288105
  nChanged 64
		SP:Iteration 15Q (98601.790000 sec): 3 clusters
  Score: Raw -766946.273846 + Penalty 2852.555187 = -764093.718659
  nChanged 50
		SP:Iteration 16Q (98602.040000 sec): 3 clusters
  Score: Raw -766968.506206 + Penalty 2852.555187 = -764115.951019
  nChanged 30
		SP:Iteration 17Q (98602.220000 sec): 3 clusters
  Score: Raw -766977.720288 + Penalty 2852.555187 = -764125.165101
  nChanged 21
		SP:Iteration 18Q (98602.460000 sec): 3 clusters
  Score: Raw -766983.420155 + Penalty 2852.555187 = -764130.864968
  nChanged 18
		SP:Iteration 19Q (98602.630000 sec): 3 clusters
  Score: Raw -766989.386397 + Penalty 2852.555187 = -764136.831210
  nChanged 13
		SP:Iteration 20F (98602.870000 sec): 3 clusters
  Score: Raw -766992.657773 + Penalty 2852.555187 = -764140.102586
  nChanged 8
		SP:Iteration 21Q (98603.060000 sec): 3 clusters
  Score: Raw -766994.330998 + Penalty 2852.555187 = -764141.775812
  nChanged 10
		SP:Iteration 22Q (98603.240000 sec): 3 clusters
  Score: Raw -766996.847108 + Penalty 2852.555187 = -764144.291921
  nChanged 10
		SP:Iteration 23Q (98603.460000 sec): 3 clusters
  Score: Raw -766999.453591 + Penalty 2852.555187 = -764146.898404
  nChanged 12
		SP:Iteration 24Q (98603.660000 sec): 3 clusters
  Score: Raw -767001.946897 + Penalty 2852.555187 = -764149.391710
  nChanged 9
		SP:Iteration 25Q (98603.800000 sec): 3 clusters
  Score: Raw -767004.018340 + Penalty 2852.555187 = -764151.463153
  nChanged 6
		SP:Iteration 26Q (98603.980000 sec): 3 clusters
  Score: Raw -767005.233752 + Penalty 2852.555187 = -764152.678565
  nChanged 7
		SP:Iteration 27Q (98604.160000 sec): 3 clusters
  Score: Raw -767006.776036 + Penalty 2852.555187 = -764154.220849
  nChanged 8
		SP:Iteration 28Q (98604.360000 sec): 3 clusters
  Score: Raw -767009.430325 + Penalty 2852.555187 = -764156.875138
  nChanged 11
		SP:Iteration 29Q (98604.590000 sec): 3 clusters
  Score: Raw -767012.335234 + Penalty 2852.555187 = -764159.780047
  nChanged 9
		SP:Iteration 30Q (98604.780000 sec): 3 clusters
  Score: Raw -767014.644160 + Penalty 2852.555187 = -764162.088973
  nChanged 12
		SP:Iteration 31Q (98604.980000 sec): 3 clusters
  Score: Raw -767017.788321 + Penalty 2852.555187 = -764165.233134
  nChanged 14
		SP:Iteration 32Q (98605.210000 sec): 3 clusters
  Score: Raw -767021.114870 + Penalty 2852.555187 = -764168.559683
  nChanged 11
		SP:Iteration 33Q (98605.390000 sec): 3 clusters
  Score: Raw -767024.458563 + Penalty 2852.555187 = -764171.903376
  nChanged 14
		SP:Iteration 34Q (98605.580000 sec): 3 clusters
  Score: Raw -767027.795558 + Penalty 2852.555187 = -764175.240371
  nChanged 14
		SP:Iteration 35Q (98605.750000 sec): 3 clusters
  Score: Raw -767032.037541 + Penalty 2852.555187 = -764179.482354
  nChanged 21
		SP:Iteration 36Q (98605.940000 sec): 3 clusters
  Score: Raw -767038.166790 + Penalty 2852.555187 = -764185.611603
  nChanged 20
		SP:Iteration 37Q (98606.160000 sec): 3 clusters
  Score: Raw -767044.422466 + Penalty 2852.555187 = -764191.867279
  nChanged 12
		SP:Iteration 38Q (98606.340000 sec): 3 clusters
  Score: Raw -767047.823465 + Penalty 2852.555187 = -764195.268278
  nChanged 16
		SP:Iteration 39Q (98606.500000 sec): 3 clusters
  Score: Raw -767053.509491 + Penalty 2852.555187 = -764200.954304
  nChanged 18
		SP:Iteration 40F (98606.700000 sec): 3 clusters
  Score: Raw -767059.230331 + Penalty 2852.555187 = -764206.675144
  nChanged 18
		SP:Iteration 41Q (98606.910000 sec): 3 clusters
  Score: Raw -767065.590819 + Penalty 2852.555187 = -764213.035632
  nChanged 23
		SP:Iteration 42Q (98607.120000 sec): 3 clusters
  Score: Raw -767073.358459 + Penalty 2852.555187 = -764220.803272
  nChanged 16
		SP:Iteration 43Q (98607.310000 sec): 3 clusters
  Score: Raw -767077.292891 + Penalty 2852.555187 = -764224.737704
  nChanged 19
		SP:Iteration 44Q (98607.500000 sec): 3 clusters
  Score: Raw -767082.866487 + Penalty 2852.555187 = -764230.311300
  nChanged 18
		SP:Iteration 45Q (98607.690000 sec): 3 clusters
  Score: Raw -767087.891742 + Penalty 2852.555187 = -764235.336555
  nChanged 14
		SP:Iteration 46Q (98607.880000 sec): 3 clusters
  Score: Raw -767091.032643 + Penalty 2852.555187 = -764238.477456
  nChanged 5
		SP:Iteration 47Q (98608.120000 sec): 3 clusters
  Score: Raw -767091.954370 + Penalty 2852.555187 = -764239.399183
  nChanged 3
		SP:Iteration 48Q (98608.330000 sec): 3 clusters
  Score: Raw -767093.062580 + Penalty 2852.555187 = -764240.507393
  nChanged 5
		SP:Iteration 49Q (98608.510000 sec): 3 clusters
  Score: Raw -767094.609590 + Penalty 2852.555187 = -764242.054404
  nChanged 6
		SP:Iteration 50Q (98608.720000 sec): 3 clusters
  Score: Raw -767095.994133 + Penalty 2852.555187 = -764243.438946
  nChanged 3
		SP:Iteration 51Q (98608.890000 sec): 3 clusters
  Score: Raw -767096.566999 + Penalty 2852.555187 = -764244.011812
  nChanged 3
		SP:Iteration 52Q (98609.090000 sec): 3 clusters
  Score: Raw -767097.060024 + Penalty 2852.555187 = -764244.504837
  nChanged 8
		SP:Iteration 53Q (98609.300000 sec): 3 clusters
  Score: Raw -767099.271237 + Penalty 2852.555187 = -764246.716050
  nChanged 10
		SP:Iteration 54Q (98609.530000 sec): 3 clusters
  Score: Raw -767101.447637 + Penalty 2852.555187 = -764248.892450
  nChanged 11
		SP:Iteration 55Q (98609.700000 sec): 3 clusters
  Score: Raw -767103.907907 + Penalty 2852.555187 = -764251.352720
  nChanged 11
		SP:Iteration 56Q (98609.900000 sec): 3 clusters
  Score: Raw -767106.630647 + Penalty 2852.555187 = -764254.075460
  nChanged 14
		SP:Iteration 57Q (98610.080000 sec): 3 clusters
  Score: Raw -767110.299403 + Penalty 2852.555187 = -764257.744216
  nChanged 11
		SP:Iteration 58Q (98610.320000 sec): 3 clusters
  Score: Raw -767112.515529 + Penalty 2852.555187 = -764259.960342
  nChanged 13
		SP:Iteration 59Q (98610.520000 sec): 3 clusters
  Score: Raw -767115.943769 + Penalty 2852.555187 = -764263.388583
  nChanged 13
		SP:Iteration 60F (98610.710000 sec): 3 clusters
  Score: Raw -767118.271380 + Penalty 2852.555187 = -764265.716193
  nChanged 5
		SP:Iteration 61Q (98610.920000 sec): 3 clusters
  Score: Raw -767119.141096 + Penalty 2852.555187 = -764266.585909
  nChanged 4
		SP:Iteration 62Q (98611.100000 sec): 3 clusters
  Score: Raw -767120.282074 + Penalty 2852.555187 = -764267.726887
  nChanged 3
		SP:Iteration 63Q (98611.290000 sec): 3 clusters
  Score: Raw -767121.042495 + Penalty 2852.555187 = -764268.487308
  nChanged 4
		SP:Iteration 64Q (98611.490000 sec): 3 clusters
  Score: Raw -767121.817235 + Penalty 2852.555187 = -764269.262048
  nChanged 4
		SP:Iteration 65Q (98611.710000 sec): 3 clusters
  Score: Raw -767122.550088 + Penalty 2852.555187 = -764269.994901
  nChanged 3
		SP:Iteration 66Q (98611.840000 sec): 3 clusters
  Score: Raw -767123.224714 + Penalty 2852.555187 = -764270.669527
  nChanged 3
		SP:Iteration 67Q (98612.050000 sec): 3 clusters
  Score: Raw -767123.917619 + Penalty 2852.555187 = -764271.362432
  nChanged 1
		SP:Iteration 68Q (98612.240000 sec): 3 clusters
  Score: Raw -767124.009445 + Penalty 2852.555187 = -764271.454258
  nChanged 0
		SP:Iteration 69F (98612.370000 sec): 3 clusters
  Score: Raw -767124.009445 + Penalty 2852.555187 = -764271.454258
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 96 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98612.470000 sec): 2 clusters
  Score: Raw -410356.445112 + Penalty 1322.706495 = -409033.738617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98612.670000 sec): 3 clusters
  Score: Raw -408703.757912 + Penalty 2645.412991 = -406058.344921
  nChanged 1328
		SP:Iteration 1F (98612.830000 sec): 3 clusters
  Score: Raw -409473.351451 + Penalty 2645.412991 = -406827.938460
  nChanged 228
		SP:Iteration 2F (98612.990000 sec): 3 clusters
  Score: Raw -409585.912036 + Penalty 2645.412991 = -406940.499045
  nChanged 137
		SP:Iteration 3Q (98613.160000 sec): 3 clusters
  Score: Raw -409674.281960 + Penalty 2645.412991 = -407028.868969
  nChanged 135
		SP:Iteration 4Q (98613.350000 sec): 3 clusters
  Score: Raw -409766.596076 + Penalty 2645.412991 = -407121.183085
  nChanged 138
		SP:Iteration 5Q (98613.510000 sec): 3 clusters
  Score: Raw -409866.562102 + Penalty 2645.412991 = -407221.149111
  nChanged 145
		SP:Iteration 6Q (98613.740000 sec): 3 clusters
  Score: Raw -409979.213693 + Penalty 2645.412991 = -407333.800702
  nChanged 137
		SP:Iteration 7Q (98613.930000 sec): 3 clusters
  Score: Raw -410076.114114 + Penalty 2645.412991 = -407430.701123
  nChanged 140
		SP:Iteration 8Q (98614.070000 sec): 3 clusters
  Score: Raw -410172.286810 + Penalty 2645.412991 = -407526.873819
  nChanged 130
		SP:Iteration 9Q (98614.240000 sec): 3 clusters
  Score: Raw -410258.690590 + Penalty 2645.412991 = -407613.277599
  nChanged 114
		SP:Iteration 10Q (98614.430000 sec): 3 clusters
  Score: Raw -410319.867182 + Penalty 2645.412991 = -407674.454191
  nChanged 103
		SP:Iteration 11Q (98614.620000 sec): 3 clusters
  Score: Raw -410379.386459 + Penalty 2645.412991 = -407733.973468
  nChanged 89
		SP:Iteration 12Q (98614.790000 sec): 3 clusters
  Score: Raw -410433.335827 + Penalty 2645.412991 = -407787.922836
  nChanged 79
		SP:Iteration 13Q (98614.980000 sec): 3 clusters
  Score: Raw -410481.408877 + Penalty 2645.412991 = -407835.995887
  nChanged 53
		SP:Iteration 14Q (98615.180000 sec): 3 clusters
  Score: Raw -410507.896245 + Penalty 2645.412991 = -407862.483254
  nChanged 52
		SP:Iteration 15Q (98615.340000 sec): 3 clusters
  Score: Raw -410527.523735 + Penalty 2645.412991 = -407882.110744
  nChanged 39
		SP:Iteration 16Q (98615.510000 sec): 3 clusters
  Score: Raw -410539.521880 + Penalty 2645.412991 = -407894.108889
  nChanged 18
		SP:Iteration 17Q (98615.740000 sec): 3 clusters
  Score: Raw -410544.497451 + Penalty 2645.412991 = -407899.084460
  nChanged 9
		SP:Iteration 18Q (98615.920000 sec): 3 clusters
  Score: Raw -410547.900416 + Penalty 2645.412991 = -407902.487425
  nChanged 12
		SP:Iteration 19Q (98616.120000 sec): 3 clusters
  Score: Raw -410552.324561 + Penalty 2645.412991 = -407906.911570
  nChanged 12
		SP:Iteration 20F (98616.330000 sec): 3 clusters
  Score: Raw -410555.854409 + Penalty 2645.412991 = -407910.441418
  nChanged 8
		SP:Iteration 21Q (98616.510000 sec): 3 clusters
  Score: Raw -410558.009962 + Penalty 2645.412991 = -407912.596971
  nChanged 10
		SP:Iteration 22Q (98616.700000 sec): 3 clusters
  Score: Raw -410560.571359 + Penalty 2645.412991 = -407915.158368
  nChanged 7
		SP:Iteration 23Q (98616.860000 sec): 3 clusters
  Score: Raw -410563.154480 + Penalty 2645.412991 = -407917.741489
  nChanged 7
		SP:Iteration 24Q (98617.060000 sec): 3 clusters
  Score: Raw -410564.806706 + Penalty 2645.412991 = -407919.393715
  nChanged 6
		SP:Iteration 25Q (98617.250000 sec): 3 clusters
  Score: Raw -410566.635354 + Penalty 2645.412991 = -407921.222363
  nChanged 1
		SP:Iteration 26Q (98617.430000 sec): 3 clusters
  Score: Raw -410566.902942 + Penalty 2645.412991 = -407921.489951
  nChanged 5
		SP:Iteration 27Q (98617.610000 sec): 3 clusters
  Score: Raw -410568.287852 + Penalty 2645.412991 = -407922.874861
  nChanged 5
		SP:Iteration 28Q (98617.840000 sec): 3 clusters
  Score: Raw -410569.795605 + Penalty 2645.412991 = -407924.382614
  nChanged 4
		SP:Iteration 29Q (98617.990000 sec): 3 clusters
  Score: Raw -410570.793511 + Penalty 2645.412991 = -407925.380520
  nChanged 1
		SP:Iteration 30Q (98618.200000 sec): 3 clusters
  Score: Raw -410570.985837 + Penalty 2645.412991 = -407925.572846
  nChanged 2
		SP:Iteration 31Q (98618.360000 sec): 3 clusters
  Score: Raw -410571.600629 + Penalty 2645.412991 = -407926.187638
  nChanged 4
		SP:Iteration 32Q (98618.560000 sec): 3 clusters
  Score: Raw -410572.582958 + Penalty 2645.412991 = -407927.169967
  nChanged 4
		SP:Iteration 33Q (98618.740000 sec): 3 clusters
  Score: Raw -410573.624911 + Penalty 2645.412991 = -407928.211920
  nChanged 7
		SP:Iteration 34Q (98618.950000 sec): 3 clusters
  Score: Raw -410575.612273 + Penalty 2645.412991 = -407930.199282
  nChanged 5
		SP:Iteration 35Q (98619.120000 sec): 3 clusters
  Score: Raw -410576.625583 + Penalty 2645.412991 = -407931.212592
  nChanged 2
		SP:Iteration 36Q (98619.310000 sec): 3 clusters
  Score: Raw -410577.080948 + Penalty 2645.412991 = -407931.667957
  nChanged 1
		SP:Iteration 37Q (98619.500000 sec): 3 clusters
  Score: Raw -410577.280243 + Penalty 2645.412991 = -407931.867253
  nChanged 0
		SP:Iteration 38F (98619.660000 sec): 3 clusters
  Score: Raw -410577.280243 + Penalty 2645.412991 = -407931.867253
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 97 (1078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98619.760000 sec): 2 clusters
  Score: Raw -125032.666930 + Penalty 1134.715197 = -123897.951732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98619.940000 sec): 3 clusters
  Score: Raw -124669.279497 + Penalty 2269.430394 = -122399.849103
  nChanged 300
		SP:Iteration 1F (98620.140000 sec): 3 clusters
  Score: Raw -124902.533367 + Penalty 2269.430394 = -122633.102972
  nChanged 78
		SP:Iteration 2F (98620.320000 sec): 3 clusters
  Score: Raw -124995.986117 + Penalty 2269.430394 = -122726.555722
  nChanged 49
		SP:Iteration 3Q (98620.480000 sec): 3 clusters
  Score: Raw -125051.023208 + Penalty 2269.430394 = -122781.592814
  nChanged 39
		SP:Iteration 4Q (98620.660000 sec): 3 clusters
  Score: Raw -125086.984552 + Penalty 2269.430394 = -122817.554158
  nChanged 22
		SP:Iteration 5Q (98620.820000 sec): 3 clusters
  Score: Raw -125114.027278 + Penalty 2269.430394 = -122844.596884
  nChanged 20
		SP:Iteration 6Q (98621.000000 sec): 3 clusters
  Score: Raw -125139.295365 + Penalty 2269.430394 = -122869.864971
  nChanged 15
		SP:Iteration 7Q (98621.180000 sec): 3 clusters
  Score: Raw -125160.675349 + Penalty 2269.430394 = -122891.244955
  nChanged 23
		SP:Iteration 8Q (98621.360000 sec): 3 clusters
  Score: Raw -125181.834209 + Penalty 2269.430394 = -122912.403815
  nChanged 13
		SP:Iteration 9Q (98621.540000 sec): 3 clusters
  Score: Raw -125197.689033 + Penalty 2269.430394 = -122928.258638
  nChanged 17
		SP:Iteration 10Q (98621.740000 sec): 3 clusters
  Score: Raw -125215.455081 + Penalty 2269.430394 = -122946.024687
  nChanged 6
		SP:Iteration 11Q (98621.880000 sec): 3 clusters
  Score: Raw -125221.905735 + Penalty 2269.430394 = -122952.475341
  nChanged 5
		SP:Iteration 12Q (98622.100000 sec): 3 clusters
  Score: Raw -125225.299111 + Penalty 2269.430394 = -122955.868717
  nChanged 3
		SP:Iteration 13Q (98622.270000 sec): 3 clusters
  Score: Raw -125226.686255 + Penalty 2269.430394 = -122957.255860
  nChanged 3
		SP:Iteration 14Q (98622.420000 sec): 3 clusters
  Score: Raw -125229.518130 + Penalty 2269.430394 = -122960.087735
  nChanged 1
		SP:Iteration 15Q (98622.590000 sec): 3 clusters
  Score: Raw -125230.279753 + Penalty 2269.430394 = -122960.849359
  nChanged 2
		SP:Iteration 16Q (98622.780000 sec): 3 clusters
  Score: Raw -125231.824840 + Penalty 2269.430394 = -122962.394445
  nChanged 0
		SP:Iteration 17F (98622.940000 sec): 3 clusters
  Score: Raw -125231.824840 + Penalty 2269.430394 = -122962.394445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 98 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98623.060000 sec): 2 clusters
  Score: Raw -36769.816015 + Penalty 944.310411 = -35825.505604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98623.210000 sec): 3 clusters
  Score: Raw -36796.404990 + Penalty 1888.620823 = -34907.784167
  nChanged 56
		SP:Iteration 1F (98623.350000 sec): 3 clusters
  Score: Raw -36906.228922 + Penalty 1888.620823 = -35017.608100
  nChanged 14
		SP:Iteration 2Q (98623.530000 sec): 3 clusters
  Score: Raw -36948.467236 + Penalty 1888.620823 = -35059.846413
  nChanged 5
		SP:Iteration 3Q (98623.690000 sec): 3 clusters
  Score: Raw -36975.481168 + Penalty 1888.620823 = -35086.860345
  nChanged 6
		SP:Iteration 4Q (98623.910000 sec): 3 clusters
  Score: Raw -36986.203642 + Penalty 1888.620823 = -35097.582819
  nChanged 3
		SP:Iteration 5Q (98624.050000 sec): 3 clusters
  Score: Raw -36994.693973 + Penalty 1888.620823 = -35106.073150
  nChanged 2
		SP:Iteration 6Q (98624.270000 sec): 3 clusters
  Score: Raw -36998.779855 + Penalty 1888.620823 = -35110.159033
  nChanged 0
		SP:Iteration 7F (98624.430000 sec): 3 clusters
  Score: Raw -36998.779855 + Penalty 1888.620823 = -35110.159033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 99 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98624.520000 sec): 2 clusters
  Score: Raw -143400.754343 + Penalty 1156.017868 = -142244.736475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98624.710000 sec): 3 clusters
  Score: Raw -142966.047191 + Penalty 2312.035736 = -140654.011456
  nChanged 400
		SP:Iteration 1F (98624.840000 sec): 3 clusters
  Score: Raw -143278.356664 + Penalty 2312.035736 = -140966.320929
  nChanged 88
		SP:Iteration 2F (98625.050000 sec): 3 clusters
  Score: Raw -143388.023502 + Penalty 2312.035736 = -141075.987766
  nChanged 61
		SP:Iteration 3Q (98625.230000 sec): 3 clusters
  Score: Raw -143469.549637 + Penalty 2312.035736 = -141157.513901
  nChanged 41
		SP:Iteration 4Q (98625.400000 sec): 3 clusters
  Score: Raw -143520.098934 + Penalty 2312.035736 = -141208.063199
  nChanged 47
		SP:Iteration 5Q (98625.580000 sec): 3 clusters
  Score: Raw -143573.673529 + Penalty 2312.035736 = -141261.637793
  nChanged 42
		SP:Iteration 6Q (98625.750000 sec): 3 clusters
  Score: Raw -143613.311490 + Penalty 2312.035736 = -141301.275755
  nChanged 21
		SP:Iteration 7Q (98625.920000 sec): 3 clusters
  Score: Raw -143628.961123 + Penalty 2312.035736 = -141316.925387
  nChanged 21
		SP:Iteration 8Q (98626.100000 sec): 3 clusters
  Score: Raw -143650.667126 + Penalty 2312.035736 = -141338.631390
  nChanged 21
		SP:Iteration 9Q (98626.300000 sec): 3 clusters
  Score: Raw -143676.191592 + Penalty 2312.035736 = -141364.155857
  nChanged 18
		SP:Iteration 10Q (98626.470000 sec): 3 clusters
  Score: Raw -143693.009734 + Penalty 2312.035736 = -141380.973998
  nChanged 9
		SP:Iteration 11Q (98626.650000 sec): 3 clusters
  Score: Raw -143699.619802 + Penalty 2312.035736 = -141387.584066
  nChanged 11
		SP:Iteration 12Q (98626.830000 sec): 3 clusters
  Score: Raw -143707.638387 + Penalty 2312.035736 = -141395.602652
  nChanged 13
		SP:Iteration 13Q (98627.050000 sec): 3 clusters
  Score: Raw -143714.949176 + Penalty 2312.035736 = -141402.913440
  nChanged 6
		SP:Iteration 14Q (98627.230000 sec): 3 clusters
  Score: Raw -143724.689241 + Penalty 2312.035736 = -141412.653506
  nChanged 7
		SP:Iteration 15Q (98627.370000 sec): 3 clusters
  Score: Raw -143731.821036 + Penalty 2312.035736 = -141419.785300
  nChanged 5
		SP:Iteration 16Q (98627.560000 sec): 3 clusters
  Score: Raw -143736.326421 + Penalty 2312.035736 = -141424.290686
  nChanged 4
		SP:Iteration 17Q (98627.730000 sec): 3 clusters
  Score: Raw -143738.038499 + Penalty 2312.035736 = -141426.002763
  nChanged 5
		SP:Iteration 18Q (98627.920000 sec): 3 clusters
  Score: Raw -143740.584271 + Penalty 2312.035736 = -141428.548535
  nChanged 2
		SP:Iteration 19Q (98628.070000 sec): 3 clusters
  Score: Raw -143741.830175 + Penalty 2312.035736 = -141429.794439
  nChanged 0
		SP:Iteration 20F (98628.250000 sec): 3 clusters
  Score: Raw -143741.830175 + Penalty 2312.035736 = -141429.794439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 100 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98628.350000 sec): 2 clusters
  Score: Raw -174147.471197 + Penalty 1185.667156 = -172961.804041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98628.500000 sec): 3 clusters
  Score: Raw -173563.481428 + Penalty 2371.334312 = -171192.147116
  nChanged 503
		SP:Iteration 1F (98628.680000 sec): 3 clusters
  Score: Raw -173921.186135 + Penalty 2371.334312 = -171549.851823
  nChanged 137
		SP:Iteration 2F (98628.850000 sec): 3 clusters
  Score: Raw -174056.262968 + Penalty 2371.334312 = -171684.928656
  nChanged 93
		SP:Iteration 3F (98629.050000 sec): 3 clusters
  Score: Raw -174135.441695 + Penalty 2371.334312 = -171764.107383
  nChanged 53
		SP:Iteration 4Q (98629.210000 sec): 3 clusters
  Score: Raw -174183.633807 + Penalty 2371.334312 = -171812.299494
  nChanged 46
		SP:Iteration 5Q (98629.400000 sec): 3 clusters
  Score: Raw -174220.581736 + Penalty 2371.334312 = -171849.247424
  nChanged 33
		SP:Iteration 6Q (98629.550000 sec): 3 clusters
  Score: Raw -174246.048663 + Penalty 2371.334312 = -171874.714351
  nChanged 27
		SP:Iteration 7Q (98629.710000 sec): 3 clusters
  Score: Raw -174270.966092 + Penalty 2371.334312 = -171899.631780
  nChanged 16
		SP:Iteration 8Q (98629.920000 sec): 3 clusters
  Score: Raw -174282.553670 + Penalty 2371.334312 = -171911.219358
  nChanged 17
		SP:Iteration 9Q (98630.070000 sec): 3 clusters
  Score: Raw -174297.214301 + Penalty 2371.334312 = -171925.879988
  nChanged 17
		SP:Iteration 10Q (98630.250000 sec): 3 clusters
  Score: Raw -174307.725662 + Penalty 2371.334312 = -171936.391350
  nChanged 12
		SP:Iteration 11Q (98630.420000 sec): 3 clusters
  Score: Raw -174314.678794 + Penalty 2371.334312 = -171943.344481
  nChanged 6
		SP:Iteration 12Q (98630.660000 sec): 3 clusters
  Score: Raw -174320.328545 + Penalty 2371.334312 = -171948.994233
  nChanged 7
		SP:Iteration 13Q (98630.820000 sec): 3 clusters
  Score: Raw -174324.723547 + Penalty 2371.334312 = -171953.389234
  nChanged 7
		SP:Iteration 14Q (98631.010000 sec): 3 clusters
  Score: Raw -174328.113465 + Penalty 2371.334312 = -171956.779153
  nChanged 10
		SP:Iteration 15Q (98631.170000 sec): 3 clusters
  Score: Raw -174335.564485 + Penalty 2371.334312 = -171964.230173
  nChanged 10
		SP:Iteration 16Q (98631.340000 sec): 3 clusters
  Score: Raw -174343.246231 + Penalty 2371.334312 = -171971.911919
  nChanged 11
		SP:Iteration 17Q (98631.540000 sec): 3 clusters
  Score: Raw -174352.686377 + Penalty 2371.334312 = -171981.352065
  nChanged 12
		SP:Iteration 18Q (98631.690000 sec): 3 clusters
  Score: Raw -174361.674334 + Penalty 2371.334312 = -171990.340021
  nChanged 15
		SP:Iteration 19Q (98631.870000 sec): 3 clusters
  Score: Raw -174374.251787 + Penalty 2371.334312 = -172002.917474
  nChanged 17
		SP:Iteration 20F (98632.050000 sec): 3 clusters
  Score: Raw -174386.182017 + Penalty 2371.334312 = -172014.847704
  nChanged 14
		SP:Iteration 21Q (98632.200000 sec): 3 clusters
  Score: Raw -174395.581803 + Penalty 2371.334312 = -172024.247491
  nChanged 13
		SP:Iteration 22Q (98632.420000 sec): 3 clusters
  Score: Raw -174405.821409 + Penalty 2371.334312 = -172034.487097
  nChanged 14
		SP:Iteration 23Q (98632.580000 sec): 3 clusters
  Score: Raw -174417.580788 + Penalty 2371.334312 = -172046.246475
  nChanged 10
		SP:Iteration 24Q (98632.740000 sec): 3 clusters
  Score: Raw -174423.940735 + Penalty 2371.334312 = -172052.606423
  nChanged 11
		SP:Iteration 25Q (98632.900000 sec): 3 clusters
  Score: Raw -174431.468389 + Penalty 2371.334312 = -172060.134077
  nChanged 11
		SP:Iteration 26Q (98633.110000 sec): 3 clusters
  Score: Raw -174440.565960 + Penalty 2371.334312 = -172069.231647
  nChanged 6
		SP:Iteration 27Q (98633.250000 sec): 3 clusters
  Score: Raw -174443.660904 + Penalty 2371.334312 = -172072.326592
  nChanged 2
		SP:Iteration 28Q (98633.430000 sec): 3 clusters
  Score: Raw -174444.694836 + Penalty 2371.334312 = -172073.360523
  nChanged 2
		SP:Iteration 29Q (98633.610000 sec): 3 clusters
  Score: Raw -174445.956123 + Penalty 2371.334312 = -172074.621811
  nChanged 1
		SP:Iteration 30Q (98633.750000 sec): 3 clusters
  Score: Raw -174446.571741 + Penalty 2371.334312 = -172075.237429
  nChanged 2
		SP:Iteration 31Q (98633.930000 sec): 3 clusters
  Score: Raw -174447.828780 + Penalty 2371.334312 = -172076.494468
  nChanged 1
		SP:Iteration 32Q (98634.120000 sec): 3 clusters
  Score: Raw -174448.448959 + Penalty 2371.334312 = -172077.114646
  nChanged 0
		SP:Iteration 33F (98634.270000 sec): 3 clusters
  Score: Raw -174448.448959 + Penalty 2371.334312 = -172077.114646
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 101 (654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98634.360000 sec): 2 clusters
  Score: Raw -62632.367734 + Penalty 1053.504945 = -61578.862790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98634.570000 sec): 3 clusters
  Score: Raw -62512.890846 + Penalty 2107.009889 = -60405.880957
  nChanged 176
		SP:Iteration 1F (98634.700000 sec): 3 clusters
  Score: Raw -62800.925582 + Penalty 2107.009889 = -60693.915693
  nChanged 62
		SP:Iteration 2F (98634.860000 sec): 3 clusters
  Score: Raw -62934.512819 + Penalty 2107.009889 = -60827.502930
  nChanged 37
		SP:Iteration 3F (98635.020000 sec): 3 clusters
  Score: Raw -63035.264305 + Penalty 2107.009889 = -60928.254415
  nChanged 32
		SP:Iteration 4Q (98635.230000 sec): 3 clusters
  Score: Raw -63145.668216 + Penalty 2107.009889 = -61038.658326
  nChanged 27
		SP:Iteration 5Q (98635.370000 sec): 3 clusters
  Score: Raw -63221.129182 + Penalty 2107.009889 = -61114.119293
  nChanged 15
		SP:Iteration 6Q (98635.560000 sec): 3 clusters
  Score: Raw -63255.243750 + Penalty 2107.009889 = -61148.233861
  nChanged 9
		SP:Iteration 7Q (98635.710000 sec): 3 clusters
  Score: Raw -63295.562555 + Penalty 2107.009889 = -61188.552666
  nChanged 17
		SP:Iteration 8Q (98635.910000 sec): 3 clusters
  Score: Raw -63329.763903 + Penalty 2107.009889 = -61222.754014
  nChanged 5
		SP:Iteration 9Q (98636.100000 sec): 3 clusters
  Score: Raw -63338.633506 + Penalty 2107.009889 = -61231.623616
  nChanged 5
		SP:Iteration 10Q (98636.280000 sec): 3 clusters
  Score: Raw -63349.487924 + Penalty 2107.009889 = -61242.478035
  nChanged 1
		SP:Iteration 11Q (98636.430000 sec): 3 clusters
  Score: Raw -63355.324688 + Penalty 2107.009889 = -61248.314798
  nChanged 2
		SP:Iteration 12Q (98636.590000 sec): 3 clusters
  Score: Raw -63358.000068 + Penalty 2107.009889 = -61250.990178
  nChanged 2
		SP:Iteration 13Q (98636.780000 sec): 3 clusters
  Score: Raw -63359.684264 + Penalty 2107.009889 = -61252.674374
  nChanged 2
		SP:Iteration 14Q (98636.960000 sec): 3 clusters
  Score: Raw -63361.064441 + Penalty 2107.009889 = -61254.054552
  nChanged 0
		SP:Iteration 15F (98637.140000 sec): 3 clusters
  Score: Raw -63361.064441 + Penalty 2107.009889 = -61254.054552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 102 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98637.240000 sec): 2 clusters
  Score: Raw -20360.276673 + Penalty 854.342998 = -19505.933675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98637.400000 sec): 3 clusters
  Score: Raw -20559.583918 + Penalty 1708.685996 = -18850.897922
  nChanged 29
		SP:Iteration 1F (98637.580000 sec): 3 clusters
  Score: Raw -20623.662400 + Penalty 1708.685996 = -18914.976404
  nChanged 11
		SP:Iteration 2F (98637.750000 sec): 3 clusters
  Score: Raw -20661.130376 + Penalty 1708.685996 = -18952.444380
  nChanged 10
		SP:Iteration 3F (98637.910000 sec): 3 clusters
  Score: Raw -20715.821655 + Penalty 1708.685996 = -19007.135659
  nChanged 10
		SP:Iteration 4F (98638.050000 sec): 3 clusters
  Score: Raw -20749.196553 + Penalty 1708.685996 = -19040.510557
  nChanged 8
		SP:Iteration 5Q (98638.220000 sec): 3 clusters
  Score: Raw -20782.050900 + Penalty 1708.685996 = -19073.364904
  nChanged 2
		SP:Iteration 6Q (98638.390000 sec): 3 clusters
  Score: Raw -20785.534984 + Penalty 1708.685996 = -19076.848988
  nChanged 3
		SP:Iteration 7Q (98638.570000 sec): 3 clusters
  Score: Raw -20791.816240 + Penalty 1708.685996 = -19083.130244
  nChanged 7
		SP:Iteration 8Q (98638.730000 sec): 3 clusters
  Score: Raw -20805.388506 + Penalty 1708.685996 = -19096.702510
  nChanged 7
		SP:Iteration 9Q (98638.920000 sec): 3 clusters
  Score: Raw -20824.934058 + Penalty 1708.685996 = -19116.248062
  nChanged 6
		SP:Iteration 10Q (98639.100000 sec): 3 clusters
  Score: Raw -20841.820675 + Penalty 1708.685996 = -19133.134679
  nChanged 3
		SP:Iteration 11Q (98639.290000 sec): 3 clusters
  Score: Raw -20853.225208 + Penalty 1708.685996 = -19144.539212
  nChanged 1
		SP:Iteration 12Q (98639.460000 sec): 3 clusters
  Score: Raw -20861.523404 + Penalty 1708.685996 = -19152.837408
  nChanged 1
		SP:Iteration 13Q (98639.640000 sec): 3 clusters
  Score: Raw -20870.548406 + Penalty 1708.685996 = -19161.862410
  nChanged 1
		SP:Iteration 14Q (98639.810000 sec): 3 clusters
  Score: Raw -20872.634946 + Penalty 1708.685996 = -19163.948951
  nChanged 0
		SP:Iteration 15F (98640.000000 sec): 3 clusters
  Score: Raw -20872.634946 + Penalty 1708.685996 = -19163.948951
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 103 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98640.130000 sec): 2 clusters
  Score: Raw -97013.399799 + Penalty 1097.053989 = -95916.345811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98640.290000 sec): 3 clusters
  Score: Raw -96791.260224 + Penalty 2194.107977 = -94597.152247
  nChanged 251
		SP:Iteration 1F (98640.460000 sec): 3 clusters
  Score: Raw -97088.482944 + Penalty 2194.107977 = -94894.374966
  nChanged 62
		SP:Iteration 2F (98640.610000 sec): 3 clusters
  Score: Raw -97179.377697 + Penalty 2194.107977 = -94985.269719
  nChanged 28
		SP:Iteration 3Q (98640.810000 sec): 3 clusters
  Score: Raw -97229.269403 + Penalty 2194.107977 = -95035.161426
  nChanged 31
		SP:Iteration 4Q (98640.950000 sec): 3 clusters
  Score: Raw -97285.668841 + Penalty 2194.107977 = -95091.560864
  nChanged 26
		SP:Iteration 5Q (98641.150000 sec): 3 clusters
  Score: Raw -97326.712964 + Penalty 2194.107977 = -95132.604986
  nChanged 12
		SP:Iteration 6Q (98641.290000 sec): 3 clusters
  Score: Raw -97342.907671 + Penalty 2194.107977 = -95148.799694
  nChanged 14
		SP:Iteration 7Q (98641.470000 sec): 3 clusters
  Score: Raw -97362.344517 + Penalty 2194.107977 = -95168.236539
  nChanged 15
		SP:Iteration 8Q (98641.680000 sec): 3 clusters
  Score: Raw -97384.870835 + Penalty 2194.107977 = -95190.762858
  nChanged 11
		SP:Iteration 9Q (98641.840000 sec): 3 clusters
  Score: Raw -97396.700112 + Penalty 2194.107977 = -95202.592135
  nChanged 6
		SP:Iteration 10Q (98642.030000 sec): 3 clusters
  Score: Raw -97405.880744 + Penalty 2194.107977 = -95211.772767
  nChanged 0
		SP:Iteration 11F (98642.200000 sec): 3 clusters
  Score: Raw -97405.880744 + Penalty 2194.107977 = -95211.772767
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 104 (3551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98642.320000 sec): 2 clusters
  Score: Raw -413869.088396 + Penalty 1328.434987 = -412540.653409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98642.530000 sec): 3 clusters
  Score: Raw -412114.213361 + Penalty 2656.869973 = -409457.343388
  nChanged 1359
		SP:Iteration 1F (98642.730000 sec): 3 clusters
  Score: Raw -412958.595266 + Penalty 2656.869973 = -410301.725293
  nChanged 284
		SP:Iteration 2F (98642.880000 sec): 3 clusters
  Score: Raw -413165.788910 + Penalty 2656.869973 = -410508.918937
  nChanged 217
		SP:Iteration 3F (98643.070000 sec): 3 clusters
  Score: Raw -413318.006232 + Penalty 2656.869973 = -410661.136259
  nChanged 184
		SP:Iteration 4F (98643.280000 sec): 3 clusters
  Score: Raw -413460.576449 + Penalty 2656.869973 = -410803.706475
  nChanged 162
		SP:Iteration 5Q (98643.470000 sec): 3 clusters
  Score: Raw -413581.451344 + Penalty 2656.869973 = -410924.581370
  nChanged 150
		SP:Iteration 6Q (98643.650000 sec): 3 clusters
  Score: Raw -413711.415512 + Penalty 2656.869973 = -411054.545539
  nChanged 160
		SP:Iteration 7Q (98643.830000 sec): 3 clusters
  Score: Raw -413859.667539 + Penalty 2656.869973 = -411202.797566
  nChanged 155
		SP:Iteration 8Q (98644.010000 sec): 3 clusters
  Score: Raw -414013.133208 + Penalty 2656.869973 = -411356.263235
  nChanged 140
		SP:Iteration 9Q (98644.160000 sec): 3 clusters
  Score: Raw -414141.203008 + Penalty 2656.869973 = -411484.333035
  nChanged 125
		SP:Iteration 10Q (98644.360000 sec): 3 clusters
  Score: Raw -414260.588099 + Penalty 2656.869973 = -411603.718125
  nChanged 108
		SP:Iteration 11Q (98644.570000 sec): 3 clusters
  Score: Raw -414363.288436 + Penalty 2656.869973 = -411706.418463
  nChanged 99
		SP:Iteration 12Q (98644.740000 sec): 3 clusters
  Score: Raw -414460.827526 + Penalty 2656.869973 = -411803.957553
  nChanged 96
		SP:Iteration 13Q (98644.880000 sec): 3 clusters
  Score: Raw -414562.666475 + Penalty 2656.869973 = -411905.796502
  nChanged 81
		SP:Iteration 14Q (98645.060000 sec): 3 clusters
  Score: Raw -414647.553859 + Penalty 2656.869973 = -411990.683886
  nChanged 65
		SP:Iteration 15Q (98645.240000 sec): 3 clusters
  Score: Raw -414703.398704 + Penalty 2656.869973 = -412046.528731
  nChanged 54
		SP:Iteration 16Q (98645.430000 sec): 3 clusters
  Score: Raw -414741.177860 + Penalty 2656.869973 = -412084.307886
  nChanged 34
		SP:Iteration 17Q (98645.600000 sec): 3 clusters
  Score: Raw -414762.664111 + Penalty 2656.869973 = -412105.794138
  nChanged 20
		SP:Iteration 18Q (98645.810000 sec): 3 clusters
  Score: Raw -414773.286720 + Penalty 2656.869973 = -412116.416747
  nChanged 18
		SP:Iteration 19Q (98645.970000 sec): 3 clusters
  Score: Raw -414780.202644 + Penalty 2656.869973 = -412123.332671
  nChanged 10
		SP:Iteration 20F (98646.150000 sec): 3 clusters
  Score: Raw -414783.469299 + Penalty 2656.869973 = -412126.599326
  nChanged 7
		SP:Iteration 21Q (98646.310000 sec): 3 clusters
  Score: Raw -414785.408518 + Penalty 2656.869973 = -412128.538545
  nChanged 4
		SP:Iteration 22Q (98646.530000 sec): 3 clusters
  Score: Raw -414787.143325 + Penalty 2656.869973 = -412130.273352
  nChanged 6
		SP:Iteration 23Q (98646.700000 sec): 3 clusters
  Score: Raw -414788.861819 + Penalty 2656.869973 = -412131.991845
  nChanged 4
		SP:Iteration 24Q (98646.850000 sec): 3 clusters
  Score: Raw -414790.621910 + Penalty 2656.869973 = -412133.751937
  nChanged 3
		SP:Iteration 25Q (98647.080000 sec): 3 clusters
  Score: Raw -414791.262563 + Penalty 2656.869973 = -412134.392590
  nChanged 1
		SP:Iteration 26Q (98647.230000 sec): 3 clusters
  Score: Raw -414791.396199 + Penalty 2656.869973 = -412134.526226
  nChanged 0
		SP:Iteration 27F (98647.430000 sec): 3 clusters
  Score: Raw -414791.396199 + Penalty 2656.869973 = -412134.526226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 105 (2396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98647.540000 sec): 2 clusters
  Score: Raw -284047.373438 + Penalty 1264.502843 = -282782.870594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98647.690000 sec): 3 clusters
  Score: Raw -282983.778782 + Penalty 2529.005687 = -280454.773095
  nChanged 843
		SP:Iteration 1F (98647.890000 sec): 3 clusters
  Score: Raw -283491.277696 + Penalty 2529.005687 = -280962.272010
  nChanged 194
		SP:Iteration 2F (98648.070000 sec): 3 clusters
  Score: Raw -283621.506402 + Penalty 2529.005687 = -281092.500715
  nChanged 117
		SP:Iteration 3Q (98648.210000 sec): 3 clusters
  Score: Raw -283718.200654 + Penalty 2529.005687 = -281189.194968
  nChanged 128
		SP:Iteration 4F (98648.370000 sec): 3 clusters
  Score: Raw -283834.436210 + Penalty 2529.005687 = -281305.430523
  nChanged 107
		SP:Iteration 5Q (98648.520000 sec): 3 clusters
  Score: Raw -283910.198427 + Penalty 2529.005687 = -281381.192740
  nChanged 88
		SP:Iteration 6Q (98648.670000 sec): 3 clusters
  Score: Raw -283972.698603 + Penalty 2529.005687 = -281443.692916
  nChanged 69
		SP:Iteration 7Q (98648.840000 sec): 3 clusters
  Score: Raw -284018.588562 + Penalty 2529.005687 = -281489.582876
  nChanged 53
		SP:Iteration 8Q (98649.040000 sec): 3 clusters
  Score: Raw -284053.796053 + Penalty 2529.005687 = -281524.790366
  nChanged 56
		SP:Iteration 9Q (98649.220000 sec): 3 clusters
  Score: Raw -284090.554519 + Penalty 2529.005687 = -281561.548833
  nChanged 49
		SP:Iteration 10Q (98649.400000 sec): 3 clusters
  Score: Raw -284121.619012 + Penalty 2529.005687 = -281592.613325
  nChanged 47
		SP:Iteration 11Q (98649.620000 sec): 3 clusters
  Score: Raw -284151.303514 + Penalty 2529.005687 = -281622.297827
  nChanged 36
		SP:Iteration 12Q (98649.770000 sec): 3 clusters
  Score: Raw -284175.745177 + Penalty 2529.005687 = -281646.739490
  nChanged 42
		SP:Iteration 13Q (98649.970000 sec): 3 clusters
  Score: Raw -284195.542273 + Penalty 2529.005687 = -281666.536587
  nChanged 33
		SP:Iteration 14Q (98650.160000 sec): 3 clusters
  Score: Raw -284215.049510 + Penalty 2529.005687 = -281686.043824
  nChanged 31
		SP:Iteration 15Q (98650.340000 sec): 3 clusters
  Score: Raw -284235.995340 + Penalty 2529.005687 = -281706.989653
  nChanged 32
		SP:Iteration 16Q (98650.530000 sec): 3 clusters
  Score: Raw -284252.995000 + Penalty 2529.005687 = -281723.989313
  nChanged 25
		SP:Iteration 17Q (98650.710000 sec): 3 clusters
  Score: Raw -284267.257757 + Penalty 2529.005687 = -281738.252070
  nChanged 26
		SP:Iteration 18Q (98650.860000 sec): 3 clusters
  Score: Raw -284279.273891 + Penalty 2529.005687 = -281750.268205
  nChanged 20
		SP:Iteration 19Q (98651.040000 sec): 3 clusters
  Score: Raw -284290.595076 + Penalty 2529.005687 = -281761.589389
  nChanged 17
		SP:Iteration 20F (98651.230000 sec): 3 clusters
  Score: Raw -284297.845521 + Penalty 2529.005687 = -281768.839834
  nChanged 11
		SP:Iteration 21Q (98651.420000 sec): 3 clusters
  Score: Raw -284302.559922 + Penalty 2529.005687 = -281773.554236
  nChanged 7
		SP:Iteration 22Q (98651.620000 sec): 3 clusters
  Score: Raw -284304.618007 + Penalty 2529.005687 = -281775.612321
  nChanged 0
		SP:Iteration 23F (98651.820000 sec): 3 clusters
  Score: Raw -284304.618007 + Penalty 2529.005687 = -281775.612321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 106 (4215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98651.900000 sec): 2 clusters
  Score: Raw -500157.936651 + Penalty 1356.290791 = -498801.645860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98652.100000 sec): 3 clusters
  Score: Raw -498019.390187 + Penalty 2712.581583 = -495306.808604
  nChanged 1682
		SP:Iteration 1F (98652.280000 sec): 3 clusters
  Score: Raw -498979.646983 + Penalty 2712.581583 = -496267.065400
  nChanged 364
		SP:Iteration 2F (98652.500000 sec): 3 clusters
  Score: Raw -499221.149677 + Penalty 2712.581583 = -496508.568094
  nChanged 269
		SP:Iteration 3F (98652.660000 sec): 3 clusters
  Score: Raw -499375.949347 + Penalty 2712.581583 = -496663.367764
  nChanged 177
		SP:Iteration 4Q (98652.860000 sec): 3 clusters
  Score: Raw -499468.444292 + Penalty 2712.581583 = -496755.862709
  nChanged 151
		SP:Iteration 5Q (98653.060000 sec): 3 clusters
  Score: Raw -499553.196695 + Penalty 2712.581583 = -496840.615112
  nChanged 128
		SP:Iteration 6Q (98653.220000 sec): 3 clusters
  Score: Raw -499612.392487 + Penalty 2712.581583 = -496899.810904
  nChanged 110
		SP:Iteration 7Q (98653.410000 sec): 3 clusters
  Score: Raw -499665.951158 + Penalty 2712.581583 = -496953.369575
  nChanged 95
		SP:Iteration 8Q (98653.620000 sec): 3 clusters
  Score: Raw -499718.384235 + Penalty 2712.581583 = -497005.802652
  nChanged 85
		SP:Iteration 9Q (98653.770000 sec): 3 clusters
  Score: Raw -499762.862480 + Penalty 2712.581583 = -497050.280897
  nChanged 88
		SP:Iteration 10Q (98653.980000 sec): 3 clusters
  Score: Raw -499807.028403 + Penalty 2712.581583 = -497094.446820
  nChanged 85
		SP:Iteration 11Q (98654.180000 sec): 3 clusters
  Score: Raw -499848.588605 + Penalty 2712.581583 = -497136.007022
  nChanged 80
		SP:Iteration 12Q (98654.400000 sec): 3 clusters
  Score: Raw -499892.725446 + Penalty 2712.581583 = -497180.143863
  nChanged 92
		SP:Iteration 13Q (98654.580000 sec): 3 clusters
  Score: Raw -499947.949465 + Penalty 2712.581583 = -497235.367882
  nChanged 85
		SP:Iteration 14Q (98654.720000 sec): 3 clusters
  Score: Raw -500001.400290 + Penalty 2712.581583 = -497288.818707
  nChanged 84
		SP:Iteration 15Q (98654.900000 sec): 3 clusters
  Score: Raw -500058.117832 + Penalty 2712.581583 = -497345.536249
  nChanged 83
		SP:Iteration 16Q (98655.070000 sec): 3 clusters
  Score: Raw -500115.502407 + Penalty 2712.581583 = -497402.920824
  nChanged 80
		SP:Iteration 17Q (98655.260000 sec): 3 clusters
  Score: Raw -500158.014413 + Penalty 2712.581583 = -497445.432831
  nChanged 70
		SP:Iteration 18Q (98655.430000 sec): 3 clusters
  Score: Raw -500207.183856 + Penalty 2712.581583 = -497494.602273
  nChanged 75
		SP:Iteration 19Q (98655.610000 sec): 3 clusters
  Score: Raw -500246.528130 + Penalty 2712.581583 = -497533.946547
  nChanged 51
		SP:Iteration 20F (98655.830000 sec): 3 clusters
  Score: Raw -500267.658029 + Penalty 2712.581583 = -497555.076446
  nChanged 42
		SP:Iteration 21Q (98656.000000 sec): 3 clusters
  Score: Raw -500288.918204 + Penalty 2712.581583 = -497576.336622
  nChanged 34
		SP:Iteration 22Q (98656.160000 sec): 3 clusters
  Score: Raw -500304.739478 + Penalty 2712.581583 = -497592.157895
  nChanged 35
		SP:Iteration 23Q (98656.350000 sec): 3 clusters
  Score: Raw -500319.869575 + Penalty 2712.581583 = -497607.287992
  nChanged 44
		SP:Iteration 24Q (98656.560000 sec): 3 clusters
  Score: Raw -500338.510473 + Penalty 2712.581583 = -497625.928890
  nChanged 36
		SP:Iteration 25Q (98656.760000 sec): 3 clusters
  Score: Raw -500353.748195 + Penalty 2712.581583 = -497641.166612
  nChanged 34
		SP:Iteration 26Q (98656.970000 sec): 3 clusters
  Score: Raw -500370.541615 + Penalty 2712.581583 = -497657.960032
  nChanged 37
		SP:Iteration 27Q (98657.130000 sec): 3 clusters
  Score: Raw -500387.766456 + Penalty 2712.581583 = -497675.184873
  nChanged 37
		SP:Iteration 28Q (98657.330000 sec): 3 clusters
  Score: Raw -500404.284908 + Penalty 2712.581583 = -497691.703326
  nChanged 29
		SP:Iteration 29Q (98657.510000 sec): 3 clusters
  Score: Raw -500417.565056 + Penalty 2712.581583 = -497704.983473
  nChanged 34
		SP:Iteration 30Q (98657.700000 sec): 3 clusters
  Score: Raw -500435.611630 + Penalty 2712.581583 = -497723.030047
  nChanged 28
		SP:Iteration 31Q (98657.900000 sec): 3 clusters
  Score: Raw -500449.460048 + Penalty 2712.581583 = -497736.878465
  nChanged 28
		SP:Iteration 32Q (98658.130000 sec): 3 clusters
  Score: Raw -500464.009106 + Penalty 2712.581583 = -497751.427523
  nChanged 22
		SP:Iteration 33Q (98658.330000 sec): 3 clusters
  Score: Raw -500475.675912 + Penalty 2712.581583 = -497763.094329
  nChanged 13
		SP:Iteration 34Q (98658.530000 sec): 3 clusters
  Score: Raw -500480.747935 + Penalty 2712.581583 = -497768.166352
  nChanged 16
		SP:Iteration 35Q (98658.670000 sec): 3 clusters
  Score: Raw -500490.225795 + Penalty 2712.581583 = -497777.644212
  nChanged 13
		SP:Iteration 36Q (98658.860000 sec): 3 clusters
  Score: Raw -500495.625932 + Penalty 2712.581583 = -497783.044349
  nChanged 14
		SP:Iteration 37Q (98659.060000 sec): 3 clusters
  Score: Raw -500502.453342 + Penalty 2712.581583 = -497789.871759
  nChanged 18
		SP:Iteration 38Q (98659.250000 sec): 3 clusters
  Score: Raw -500511.249362 + Penalty 2712.581583 = -497798.667779
  nChanged 15
		SP:Iteration 39Q (98659.460000 sec): 3 clusters
  Score: Raw -500520.212328 + Penalty 2712.581583 = -497807.630745
  nChanged 14
		SP:Iteration 40F (98659.600000 sec): 3 clusters
  Score: Raw -500525.914187 + Penalty 2712.581583 = -497813.332604
  nChanged 12
		SP:Iteration 41Q (98659.780000 sec): 3 clusters
  Score: Raw -500531.672966 + Penalty 2712.581583 = -497819.091383
  nChanged 14
		SP:Iteration 42Q (98659.980000 sec): 3 clusters
  Score: Raw -500537.489989 + Penalty 2712.581583 = -497824.908406
  nChanged 9
		SP:Iteration 43Q (98660.180000 sec): 3 clusters
  Score: Raw -500542.523922 + Penalty 2712.581583 = -497829.942339
  nChanged 8
		SP:Iteration 44Q (98660.380000 sec): 3 clusters
  Score: Raw -500548.648145 + Penalty 2712.581583 = -497836.066562
  nChanged 11
		SP:Iteration 45Q (98660.600000 sec): 3 clusters
  Score: Raw -500555.883771 + Penalty 2712.581583 = -497843.302188
  nChanged 11
		SP:Iteration 46Q (98660.750000 sec): 3 clusters
  Score: Raw -500560.977052 + Penalty 2712.581583 = -497848.395469
  nChanged 4
		SP:Iteration 47Q (98660.930000 sec): 3 clusters
  Score: Raw -500562.158670 + Penalty 2712.581583 = -497849.577087
  nChanged 3
		SP:Iteration 48Q (98661.120000 sec): 3 clusters
  Score: Raw -500562.923617 + Penalty 2712.581583 = -497850.342034
  nChanged 2
		SP:Iteration 49Q (98661.310000 sec): 3 clusters
  Score: Raw -500564.155616 + Penalty 2712.581583 = -497851.574033
  nChanged 2
		SP:Iteration 50Q (98661.540000 sec): 3 clusters
  Score: Raw -500564.648051 + Penalty 2712.581583 = -497852.066468
  nChanged 2
		SP:Iteration 51Q (98661.710000 sec): 3 clusters
  Score: Raw -500565.154673 + Penalty 2712.581583 = -497852.573090
  nChanged 1
		SP:Iteration 52Q (98661.940000 sec): 3 clusters
  Score: Raw -500565.431708 + Penalty 2712.581583 = -497852.850125
  nChanged 2
		SP:Iteration 53Q (98662.130000 sec): 3 clusters
  Score: Raw -500565.917653 + Penalty 2712.581583 = -497853.336071
  nChanged 0
		SP:Iteration 54F (98662.260000 sec): 3 clusters
  Score: Raw -500565.917653 + Penalty 2712.581583 = -497853.336071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 107 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98662.360000 sec): 2 clusters
  Score: Raw -32477.976845 + Penalty 914.488431 = -31563.488414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98662.540000 sec): 3 clusters
  Score: Raw -32521.817017 + Penalty 1828.976862 = -30692.840155
  nChanged 39
		SP:Iteration 1F (98662.670000 sec): 3 clusters
  Score: Raw -32612.366542 + Penalty 1828.976862 = -30783.389680
  nChanged 12
		SP:Iteration 2Q (98662.800000 sec): 3 clusters
  Score: Raw -32650.004540 + Penalty 1828.976862 = -30821.027678
  nChanged 3
		SP:Iteration 3Q (98662.970000 sec): 3 clusters
  Score: Raw -32659.000537 + Penalty 1828.976862 = -30830.023675
  nChanged 0
		SP:Iteration 4F (98663.130000 sec): 3 clusters
  Score: Raw -32659.000537 + Penalty 1828.976862 = -30830.023675
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 108 (5078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98663.270000 sec): 2 clusters
  Score: Raw -598518.432027 + Penalty 1386.559324 = -597131.872703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98663.450000 sec): 3 clusters
  Score: Raw -595858.299236 + Penalty 2773.118648 = -593085.180588
  nChanged 2068
		SP:Iteration 1F (98663.660000 sec): 3 clusters
  Score: Raw -597034.143539 + Penalty 2773.118648 = -594261.024891
  nChanged 392
		SP:Iteration 2F (98663.820000 sec): 3 clusters
  Score: Raw -597248.889936 + Penalty 2773.118648 = -594475.771288
  nChanged 275
		SP:Iteration 3F (98664.020000 sec): 3 clusters
  Score: Raw -597400.756506 + Penalty 2773.118648 = -594627.637858
  nChanged 234
		SP:Iteration 4Q (98664.200000 sec): 3 clusters
  Score: Raw -597504.718167 + Penalty 2773.118648 = -594731.599520
  nChanged 185
		SP:Iteration 5Q (98664.390000 sec): 3 clusters
  Score: Raw -597590.688819 + Penalty 2773.118648 = -594817.570171
  nChanged 179
		SP:Iteration 6Q (98664.590000 sec): 3 clusters
  Score: Raw -597689.807630 + Penalty 2773.118648 = -594916.688982
  nChanged 174
		SP:Iteration 7Q (98664.770000 sec): 3 clusters
  Score: Raw -597784.840391 + Penalty 2773.118648 = -595011.721743
  nChanged 160
		SP:Iteration 8Q (98664.960000 sec): 3 clusters
  Score: Raw -597880.124401 + Penalty 2773.118648 = -595107.005753
  nChanged 149
		SP:Iteration 9Q (98665.190000 sec): 3 clusters
  Score: Raw -597963.416424 + Penalty 2773.118648 = -595190.297776
  nChanged 141
		SP:Iteration 10Q (98665.360000 sec): 3 clusters
  Score: Raw -598041.120842 + Penalty 2773.118648 = -595268.002194
  nChanged 135
		SP:Iteration 11Q (98665.580000 sec): 3 clusters
  Score: Raw -598123.940633 + Penalty 2773.118648 = -595350.821985
  nChanged 136
		SP:Iteration 12Q (98665.740000 sec): 3 clusters
  Score: Raw -598197.317679 + Penalty 2773.118648 = -595424.199031
  nChanged 114
		SP:Iteration 13Q (98665.940000 sec): 3 clusters
  Score: Raw -598250.022679 + Penalty 2773.118648 = -595476.904032
  nChanged 94
		SP:Iteration 14Q (98666.120000 sec): 3 clusters
  Score: Raw -598298.398678 + Penalty 2773.118648 = -595525.280031
  nChanged 94
		SP:Iteration 15Q (98666.320000 sec): 3 clusters
  Score: Raw -598350.356613 + Penalty 2773.118648 = -595577.237966
  nChanged 95
		SP:Iteration 16Q (98666.540000 sec): 3 clusters
  Score: Raw -598413.085773 + Penalty 2773.118648 = -595639.967125
  nChanged 112
		SP:Iteration 17Q (98666.700000 sec): 3 clusters
  Score: Raw -598480.880414 + Penalty 2773.118648 = -595707.761766
  nChanged 97
		SP:Iteration 18Q (98666.940000 sec): 3 clusters
  Score: Raw -598541.144750 + Penalty 2773.118648 = -595768.026102
  nChanged 86
		SP:Iteration 19Q (98667.150000 sec): 3 clusters
  Score: Raw -598582.994732 + Penalty 2773.118648 = -595809.876085
  nChanged 58
		SP:Iteration 20F (98667.320000 sec): 3 clusters
  Score: Raw -598614.283688 + Penalty 2773.118648 = -595841.165041
  nChanged 59
		SP:Iteration 21Q (98667.540000 sec): 3 clusters
  Score: Raw -598642.512169 + Penalty 2773.118648 = -595869.393522
  nChanged 42
		SP:Iteration 22Q (98667.740000 sec): 3 clusters
  Score: Raw -598660.450122 + Penalty 2773.118648 = -595887.331474
  nChanged 40
		SP:Iteration 23Q (98667.900000 sec): 3 clusters
  Score: Raw -598677.446057 + Penalty 2773.118648 = -595904.327410
  nChanged 29
		SP:Iteration 24Q (98668.060000 sec): 3 clusters
  Score: Raw -598688.204026 + Penalty 2773.118648 = -595915.085378
  nChanged 14
		SP:Iteration 25Q (98668.260000 sec): 3 clusters
  Score: Raw -598691.813408 + Penalty 2773.118648 = -595918.694760
  nChanged 12
		SP:Iteration 26Q (98668.430000 sec): 3 clusters
  Score: Raw -598694.885442 + Penalty 2773.118648 = -595921.766795
  nChanged 11
		SP:Iteration 27Q (98668.650000 sec): 3 clusters
  Score: Raw -598697.735790 + Penalty 2773.118648 = -595924.617143
  nChanged 11
		SP:Iteration 28Q (98668.820000 sec): 3 clusters
  Score: Raw -598701.125123 + Penalty 2773.118648 = -595928.006475
  nChanged 16
		SP:Iteration 29Q (98669.040000 sec): 3 clusters
  Score: Raw -598705.133041 + Penalty 2773.118648 = -595932.014394
  nChanged 11
		SP:Iteration 30Q (98669.200000 sec): 3 clusters
  Score: Raw -598709.014246 + Penalty 2773.118648 = -595935.895599
  nChanged 9
		SP:Iteration 31Q (98669.400000 sec): 3 clusters
  Score: Raw -598710.658030 + Penalty 2773.118648 = -595937.539382
  nChanged 6
		SP:Iteration 32Q (98669.610000 sec): 3 clusters
  Score: Raw -598711.822309 + Penalty 2773.118648 = -595938.703661
  nChanged 2
		SP:Iteration 33Q (98669.810000 sec): 3 clusters
  Score: Raw -598712.503415 + Penalty 2773.118648 = -595939.384768
  nChanged 6
		SP:Iteration 34Q (98669.970000 sec): 3 clusters
  Score: Raw -598714.366083 + Penalty 2773.118648 = -595941.247435
  nChanged 8
		SP:Iteration 35Q (98670.200000 sec): 3 clusters
  Score: Raw -598716.868918 + Penalty 2773.118648 = -595943.750270
  nChanged 11
		SP:Iteration 36Q (98670.380000 sec): 3 clusters
  Score: Raw -598720.070615 + Penalty 2773.118648 = -595946.951968
  nChanged 10
		SP:Iteration 37Q (98670.580000 sec): 3 clusters
  Score: Raw -598722.763324 + Penalty 2773.118648 = -595949.644676
  nChanged 10
		SP:Iteration 38Q (98670.780000 sec): 3 clusters
  Score: Raw -598725.563063 + Penalty 2773.118648 = -595952.444415
  nChanged 8
		SP:Iteration 39Q (98671.010000 sec): 3 clusters
  Score: Raw -598727.454109 + Penalty 2773.118648 = -595954.335462
  nChanged 7
		SP:Iteration 40F (98671.170000 sec): 3 clusters
  Score: Raw -598729.950170 + Penalty 2773.118648 = -595956.831523
  nChanged 8
		SP:Iteration 41Q (98671.340000 sec): 3 clusters
  Score: Raw -598732.817323 + Penalty 2773.118648 = -595959.698675
  nChanged 12
		SP:Iteration 42Q (98671.510000 sec): 3 clusters
  Score: Raw -598736.417349 + Penalty 2773.118648 = -595963.298702
  nChanged 8
		SP:Iteration 43Q (98671.750000 sec): 3 clusters
  Score: Raw -598738.448004 + Penalty 2773.118648 = -595965.329356
  nChanged 7
		SP:Iteration 44Q (98671.940000 sec): 3 clusters
  Score: Raw -598740.570778 + Penalty 2773.118648 = -595967.452131
  nChanged 8
		SP:Iteration 45Q (98672.110000 sec): 3 clusters
  Score: Raw -598743.235804 + Penalty 2773.118648 = -595970.117156
  nChanged 9
		SP:Iteration 46Q (98672.280000 sec): 3 clusters
  Score: Raw -598746.138068 + Penalty 2773.118648 = -595973.019420
  nChanged 13
		SP:Iteration 47Q (98672.480000 sec): 3 clusters
  Score: Raw -598749.492181 + Penalty 2773.118648 = -595976.373534
  nChanged 4
		SP:Iteration 48Q (98672.670000 sec): 3 clusters
  Score: Raw -598750.378681 + Penalty 2773.118648 = -595977.260033
  nChanged 3
		SP:Iteration 49Q (98672.820000 sec): 3 clusters
  Score: Raw -598751.393911 + Penalty 2773.118648 = -595978.275264
  nChanged 5
		SP:Iteration 50Q (98673.010000 sec): 3 clusters
  Score: Raw -598752.805046 + Penalty 2773.118648 = -595979.686399
  nChanged 6
		SP:Iteration 51Q (98673.210000 sec): 3 clusters
  Score: Raw -598754.174131 + Penalty 2773.118648 = -595981.055483
  nChanged 4
		SP:Iteration 52Q (98673.360000 sec): 3 clusters
  Score: Raw -598755.022546 + Penalty 2773.118648 = -595981.903899
  nChanged 2
		SP:Iteration 53Q (98673.610000 sec): 3 clusters
  Score: Raw -598755.341631 + Penalty 2773.118648 = -595982.222983
  nChanged 2
		SP:Iteration 54Q (98673.800000 sec): 3 clusters
  Score: Raw -598755.680624 + Penalty 2773.118648 = -595982.561977
  nChanged 1
		SP:Iteration 55Q (98673.990000 sec): 3 clusters
  Score: Raw -598755.858917 + Penalty 2773.118648 = -595982.740270
  nChanged 1
		SP:Iteration 56Q (98674.190000 sec): 3 clusters
  Score: Raw -598756.276031 + Penalty 2773.118648 = -595983.157384
  nChanged 2
		SP:Iteration 57Q (98674.350000 sec): 3 clusters
  Score: Raw -598756.750358 + Penalty 2773.118648 = -595983.631710
  nChanged 2
		SP:Iteration 58Q (98674.550000 sec): 3 clusters
  Score: Raw -598757.067832 + Penalty 2773.118648 = -595983.949184
  nChanged 0
		SP:Iteration 59F (98674.750000 sec): 3 clusters
  Score: Raw -598757.067832 + Penalty 2773.118648 = -595983.949184
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 109 (538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98674.830000 sec): 2 clusters
  Score: Raw -61736.893408 + Penalty 1021.777016 = -60715.116392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98675.010000 sec): 3 clusters
  Score: Raw -61670.482515 + Penalty 2043.554032 = -59626.928482
  nChanged 155
		SP:Iteration 1F (98675.190000 sec): 3 clusters
  Score: Raw -61933.743267 + Penalty 2043.554032 = -59890.189235
  nChanged 43
		SP:Iteration 2F (98675.340000 sec): 3 clusters
  Score: Raw -62009.640343 + Penalty 2043.554032 = -59966.086311
  nChanged 24
		SP:Iteration 3Q (98675.540000 sec): 3 clusters
  Score: Raw -62046.736289 + Penalty 2043.554032 = -60003.182257
  nChanged 15
		SP:Iteration 4Q (98675.710000 sec): 3 clusters
  Score: Raw -62072.050105 + Penalty 2043.554032 = -60028.496072
  nChanged 15
		SP:Iteration 5Q (98675.870000 sec): 3 clusters
  Score: Raw -62100.137350 + Penalty 2043.554032 = -60056.583318
  nChanged 11
		SP:Iteration 6Q (98676.040000 sec): 3 clusters
  Score: Raw -62123.023558 + Penalty 2043.554032 = -60079.469526
  nChanged 10
		SP:Iteration 7Q (98676.250000 sec): 3 clusters
  Score: Raw -62137.637808 + Penalty 2043.554032 = -60094.083776
  nChanged 5
		SP:Iteration 8Q (98676.380000 sec): 3 clusters
  Score: Raw -62152.381481 + Penalty 2043.554032 = -60108.827448
  nChanged 9
		SP:Iteration 9Q (98676.550000 sec): 3 clusters
  Score: Raw -62170.817003 + Penalty 2043.554032 = -60127.262971
  nChanged 6
		SP:Iteration 10Q (98676.710000 sec): 3 clusters
  Score: Raw -62186.498350 + Penalty 2043.554032 = -60142.944318
  nChanged 3
		SP:Iteration 11Q (98676.940000 sec): 3 clusters
  Score: Raw -62190.362357 + Penalty 2043.554032 = -60146.808325
  nChanged 1
		SP:Iteration 12Q (98677.080000 sec): 3 clusters
  Score: Raw -62190.805299 + Penalty 2043.554032 = -60147.251267
  nChanged 1
		SP:Iteration 13Q (98677.300000 sec): 3 clusters
  Score: Raw -62192.642949 + Penalty 2043.554032 = -60149.088917
  nChanged 1
		SP:Iteration 14Q (98677.440000 sec): 3 clusters
  Score: Raw -62195.089966 + Penalty 2043.554032 = -60151.535934
  nChanged 1
		SP:Iteration 15Q (98677.630000 sec): 3 clusters
  Score: Raw -62197.190133 + Penalty 2043.554032 = -60153.636101
  nChanged 2
		SP:Iteration 16Q (98677.760000 sec): 3 clusters
  Score: Raw -62201.131194 + Penalty 2043.554032 = -60157.577162
  nChanged 0
		SP:Iteration 17F (98677.950000 sec): 3 clusters
  Score: Raw -62201.131194 + Penalty 2043.554032 = -60157.577162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 110 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98678.050000 sec): 2 clusters
  Score: Raw -10064.757320 + Penalty 884.392878 = -9180.364442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98678.260000 sec): 3 clusters
  Score: Raw -10250.677988 + Penalty 1768.785756 = -8481.892232
  nChanged 49
		SP:Iteration 1F (98678.430000 sec): 3 clusters
  Score: Raw -10401.578363 + Penalty 1768.785756 = -8632.792607
  nChanged 8
		SP:Iteration 2Q (98678.580000 sec): 3 clusters
  Score: Raw -10427.579589 + Penalty 1768.785756 = -8658.793833
  nChanged 6
		SP:Iteration 3Q (98678.750000 sec): 3 clusters
  Score: Raw -10451.394793 + Penalty 1768.785756 = -8682.609037
  nChanged 3
		SP:Iteration 4Q (98678.920000 sec): 3 clusters
  Score: Raw -10461.934257 + Penalty 1768.785756 = -8693.148501
  nChanged 0
		SP:Iteration 5F (98679.080000 sec): 3 clusters
  Score: Raw -10461.934257 + Penalty 1768.785756 = -8693.148501
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 111 (2651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98679.210000 sec): 2 clusters
  Score: Raw -310595.619468 + Penalty 1280.937484 = -309314.681985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98679.360000 sec): 3 clusters
  Score: Raw -309349.619958 + Penalty 2561.874967 = -306787.744991
  nChanged 968
		SP:Iteration 1F (98679.570000 sec): 3 clusters
  Score: Raw -309928.838861 + Penalty 2561.874967 = -307366.963894
  nChanged 220
		SP:Iteration 2F (98679.740000 sec): 3 clusters
  Score: Raw -310069.619481 + Penalty 2561.874967 = -307507.744514
  nChanged 141
		SP:Iteration 3F (98679.910000 sec): 3 clusters
  Score: Raw -310171.541259 + Penalty 2561.874967 = -307609.666292
  nChanged 117
		SP:Iteration 4Q (98680.150000 sec): 3 clusters
  Score: Raw -310263.643719 + Penalty 2561.874967 = -307701.768752
  nChanged 104
		SP:Iteration 5Q (98680.320000 sec): 3 clusters
  Score: Raw -310350.633599 + Penalty 2561.874967 = -307788.758632
  nChanged 95
		SP:Iteration 6Q (98680.510000 sec): 3 clusters
  Score: Raw -310435.283612 + Penalty 2561.874967 = -307873.408645
  nChanged 104
		SP:Iteration 7Q (98680.700000 sec): 3 clusters
  Score: Raw -310526.662775 + Penalty 2561.874967 = -307964.787808
  nChanged 110
		SP:Iteration 8Q (98680.860000 sec): 3 clusters
  Score: Raw -310616.033207 + Penalty 2561.874967 = -308054.158240
  nChanged 87
		SP:Iteration 9Q (98681.060000 sec): 3 clusters
  Score: Raw -310688.926658 + Penalty 2561.874967 = -308127.051691
  nChanged 88
		SP:Iteration 10Q (98681.250000 sec): 3 clusters
  Score: Raw -310756.262275 + Penalty 2561.874967 = -308194.387308
  nChanged 74
		SP:Iteration 11Q (98681.390000 sec): 3 clusters
  Score: Raw -310831.686339 + Penalty 2561.874967 = -308269.811372
  nChanged 84
		SP:Iteration 12Q (98681.600000 sec): 3 clusters
  Score: Raw -310921.017995 + Penalty 2561.874967 = -308359.143028
  nChanged 89
		SP:Iteration 13Q (98681.800000 sec): 3 clusters
  Score: Raw -310999.010809 + Penalty 2561.874967 = -308437.135842
  nChanged 79
		SP:Iteration 14Q (98681.970000 sec): 3 clusters
  Score: Raw -311052.258422 + Penalty 2561.874967 = -308490.383455
  nChanged 46
		SP:Iteration 15Q (98682.160000 sec): 3 clusters
  Score: Raw -311078.675808 + Penalty 2561.874967 = -308516.800841
  nChanged 40
		SP:Iteration 16Q (98682.370000 sec): 3 clusters
  Score: Raw -311107.143441 + Penalty 2561.874967 = -308545.268474
  nChanged 34
		SP:Iteration 17Q (98682.500000 sec): 3 clusters
  Score: Raw -311128.649325 + Penalty 2561.874967 = -308566.774358
  nChanged 32
		SP:Iteration 18Q (98682.690000 sec): 3 clusters
  Score: Raw -311146.892390 + Penalty 2561.874967 = -308585.017423
  nChanged 17
		SP:Iteration 19Q (98682.840000 sec): 3 clusters
  Score: Raw -311157.175501 + Penalty 2561.874967 = -308595.300534
  nChanged 20
		SP:Iteration 20F (98683.010000 sec): 3 clusters
  Score: Raw -311168.510399 + Penalty 2561.874967 = -308606.635432
  nChanged 22
		SP:Iteration 21Q (98683.200000 sec): 3 clusters
  Score: Raw -311177.939854 + Penalty 2561.874967 = -308616.064887
  nChanged 12
		SP:Iteration 22Q (98683.360000 sec): 3 clusters
  Score: Raw -311182.777979 + Penalty 2561.874967 = -308620.903012
  nChanged 11
		SP:Iteration 23Q (98683.550000 sec): 3 clusters
  Score: Raw -311188.328460 + Penalty 2561.874967 = -308626.453493
  nChanged 12
		SP:Iteration 24Q (98683.690000 sec): 3 clusters
  Score: Raw -311195.537507 + Penalty 2561.874967 = -308633.662540
  nChanged 9
		SP:Iteration 25Q (98683.880000 sec): 3 clusters
  Score: Raw -311200.684276 + Penalty 2561.874967 = -308638.809309
  nChanged 9
		SP:Iteration 26Q (98684.070000 sec): 3 clusters
  Score: Raw -311204.700101 + Penalty 2561.874967 = -308642.825134
  nChanged 4
		SP:Iteration 27Q (98684.240000 sec): 3 clusters
  Score: Raw -311205.782363 + Penalty 2561.874967 = -308643.907396
  nChanged 4
		SP:Iteration 28Q (98684.440000 sec): 3 clusters
  Score: Raw -311207.058209 + Penalty 2561.874967 = -308645.183242
  nChanged 1
		SP:Iteration 29Q (98684.600000 sec): 3 clusters
  Score: Raw -311207.737044 + Penalty 2561.874967 = -308645.862077
  nChanged 1
		SP:Iteration 30Q (98684.780000 sec): 3 clusters
  Score: Raw -311208.134784 + Penalty 2561.874967 = -308646.259817
  nChanged 0
		SP:Iteration 31F (98684.980000 sec): 3 clusters
  Score: Raw -311208.134784 + Penalty 2561.874967 = -308646.259817
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 113 (706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (98685.060000 sec): 2 clusters
  Score: Raw -81886.750771 + Penalty 1065.937476 = -80820.813295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (98685.240000 sec): 3 clusters
  Score: Raw -81710.070637 + Penalty 2131.874952 = -79578.195684
  nChanged 176
		SP:Iteration 1F (98685.450000 sec): 3 clusters
  Score: Raw -81925.280516 + Penalty 2131.874952 = -79793.405564
  nChanged 46
		SP:Iteration 2F (98685.610000 sec): 3 clusters
  Score: Raw -81986.240902 + Penalty 2131.874952 = -79854.365950
  nChanged 16
		SP:Iteration 3Q (98685.740000 sec): 3 clusters
  Score: Raw -82003.600994 + Penalty 2131.874952 = -79871.726042
  nChanged 2
		SP:Iteration 4Q (98685.910000 sec): 3 clusters
  Score: Raw -82007.227939 + Penalty 2131.874952 = -79875.352987
  nChanged 1
		SP:Iteration 5Q (98686.080000 sec): 3 clusters
  Score: Raw -82009.311601 + Penalty 2131.874952 = -79877.436649
  nChanged 1
		SP:Iteration 6Q (98686.220000 sec): 3 clusters
  Score: Raw -82011.802986 + Penalty 2131.874952 = -79879.928033
  nChanged 3
		SP:Iteration 7Q (98686.400000 sec): 3 clusters
  Score: Raw -82015.727474 + Penalty 2131.874952 = -79883.852521
  nChanged 1
		SP:Iteration 8Q (98686.560000 sec): 3 clusters
  Score: Raw -82017.135727 + Penalty 2131.874952 = -79885.260775
  nChanged 1
		SP:Iteration 9Q (98686.720000 sec): 3 clusters
  Score: Raw -82017.966405 + Penalty 2131.874952 = -79886.091453
  nChanged 0
		SP:Iteration 10F (98686.930000 sec): 3 clusters
  Score: Raw -82017.966405 + Penalty 2131.874952 = -79886.091453
  nChanged 0
Deleting Class 84 (83 points): Lose 1592.021287 but Gain 2229.672479
Iteration 259Q (98841.660000 sec): 113 clusters
  Score: Raw -106207996.832496 + Penalty 249723.317614 = -105958273.514881
  nChanged 333
Iteration 260F (99052.820000 sec): 113 clusters
  Score: Raw -106208413.168419 + Penalty 249723.317614 = -105958689.850805
  nChanged 213
Iteration 261Q (99237.330000 sec): 113 clusters
  Score: Raw -106209059.916653 + Penalty 249723.317614 = -105959336.599039
  nChanged 132
Iteration 262Q (99392.730000 sec): 113 clusters
  Score: Raw -106209180.110587 + Penalty 249723.317614 = -105959456.792973
  nChanged 75
Iteration 263Q (99544.190000 sec): 113 clusters
  Score: Raw -106209219.515661 + Penalty 249723.317614 = -105959496.198047
  nChanged 68
Iteration 264Q (99688.680000 sec): 113 clusters
  Score: Raw -106209252.524027 + Penalty 249723.317614 = -105959529.206413
  nChanged 60
Iteration 265Q (99823.780000 sec): 113 clusters
  Score: Raw -106209267.986092 + Penalty 249723.317614 = -105959544.668478
  nChanged 45
Iteration 266Q (99954.970000 sec): 113 clusters
  Score: Raw -106209277.274080 + Penalty 249723.317614 = -105959553.956466
  nChanged 39
Iteration 267Q (100116.790000 sec): 113 clusters
  Score: Raw -106209283.696773 + Penalty 249723.317614 = -105959560.379159
  nChanged 30
Iteration 268Q (100274.750000 sec): 113 clusters
  Score: Raw -106209288.917633 + Penalty 249723.317614 = -105959565.600019
  nChanged 37
Iteration 269Q (100506.230000 sec): 113 clusters
  Score: Raw -106209294.799295 + Penalty 249723.317614 = -105959571.481681
  nChanged 34
Iteration 270Q (100735.200000 sec): 113 clusters
  Score: Raw -106209301.358198 + Penalty 249723.317614 = -105959578.040584
  nChanged 39
Iteration 271Q (100906.140000 sec): 113 clusters
  Score: Raw -106209306.496378 + Penalty 249723.317614 = -105959583.178764
  nChanged 33
Iteration 272Q (101028.600000 sec): 113 clusters
  Score: Raw -106209311.083145 + Penalty 249723.317614 = -105959587.765531
  nChanged 26
Iteration 273Q (101150.710000 sec): 113 clusters
  Score: Raw -106209313.595709 + Penalty 249723.317614 = -105959590.278095
  nChanged 27
Iteration 274Q (101280.590000 sec): 113 clusters
  Score: Raw -106209316.622790 + Penalty 249723.317614 = -105959593.305176
  nChanged 24
Iteration 275Q (101404.590000 sec): 113 clusters
  Score: Raw -106209318.747119 + Penalty 249723.317614 = -105959595.429505
  nChanged 17
Iteration 276Q (101528.560000 sec): 113 clusters
  Score: Raw -106209320.670820 + Penalty 249723.317614 = -105959597.353206
  nChanged 12
Iteration 277Q (101654.260000 sec): 113 clusters
  Score: Raw -106209322.266302 + Penalty 249723.317614 = -105959598.948688
  nChanged 10
Iteration 278Q (101782.810000 sec): 113 clusters
  Score: Raw -106209323.408534 + Penalty 249723.317614 = -105959600.090920
  nChanged 10
Iteration 279Q (101909.930000 sec): 113 clusters
  Score: Raw -106209323.914695 + Penalty 249723.317614 = -105959600.597081
  nChanged 7
Iteration 280F (102079.590000 sec): 113 clusters
  Score: Raw -106209328.406844 + Penalty 249723.317614 = -105959605.089229
  nChanged 11
Iteration 281Q (102206.170000 sec): 113 clusters
  Score: Raw -106209332.709270 + Penalty 249723.317614 = -105959609.391656
  nChanged 11
Iteration 282Q (102340.970000 sec): 113 clusters
  Score: Raw -106209335.657343 + Penalty 249723.317614 = -105959612.339729
  nChanged 9
Iteration 283Q (102463.140000 sec): 113 clusters
  Score: Raw -106209337.072248 + Penalty 249723.317614 = -105959613.754634
  nChanged 10
Iteration 284Q (102589.110000 sec): 113 clusters
  Score: Raw -106209337.860032 + Penalty 249723.317614 = -105959614.542418
  nChanged 12
Iteration 285Q (102713.540000 sec): 113 clusters
  Score: Raw -106209338.573889 + Penalty 249723.317614 = -105959615.256275
  nChanged 9
Iteration 286Q (102832.290000 sec): 113 clusters
  Score: Raw -106209339.440196 + Penalty 249723.317614 = -105959616.122582
  nChanged 13
Iteration 287Q (102967.290000 sec): 113 clusters
  Score: Raw -106209340.784198 + Penalty 249723.317614 = -105959617.466584
  nChanged 14
Iteration 288Q (103094.370000 sec): 113 clusters
  Score: Raw -106209342.820638 + Penalty 249723.317614 = -105959619.503024
  nChanged 17
Iteration 289Q (103218.760000 sec): 113 clusters
  Score: Raw -106209344.593938 + Penalty 249723.317614 = -105959621.276324
  nChanged 18
Iteration 290Q (103345.920000 sec): 113 clusters
  Score: Raw -106209346.278996 + Penalty 249723.317614 = -105959622.961382
  nChanged 14
Iteration 291Q (103478.590000 sec): 113 clusters
  Score: Raw -106209347.876261 + Penalty 249723.317614 = -105959624.558647
  nChanged 12
Iteration 292Q (103612.290000 sec): 113 clusters
  Score: Raw -106209349.105313 + Penalty 249723.317614 = -105959625.787699
  nChanged 21
Iteration 293Q (103746.930000 sec): 113 clusters
  Score: Raw -106209351.286910 + Penalty 249723.317614 = -105959627.969296
  nChanged 15
Iteration 294Q (103878.910000 sec): 113 clusters
  Score: Raw -106209352.377333 + Penalty 249723.317614 = -105959629.059719
  nChanged 9
Iteration 295Q (104012.740000 sec): 113 clusters
  Score: Raw -106209353.301841 + Penalty 249723.317614 = -105959629.984227
  nChanged 11
Iteration 296Q (104144.630000 sec): 113 clusters
  Score: Raw -106209354.223771 + Penalty 249723.317614 = -105959630.906156
  nChanged 10
Iteration 297Q (104283.040000 sec): 113 clusters
  Score: Raw -106209354.717715 + Penalty 249723.317614 = -105959631.400101
  nChanged 6
Iteration 298Q (104409.250000 sec): 113 clusters
  Score: Raw -106209355.160217 + Penalty 249723.317614 = -105959631.842603
  nChanged 7
Writing temp clu file 
Because OldScore, -105959631.400101, is greater than current (better) Score,-105959631.842603 
 Compute initial score before splitting:   Score: Raw -106209355.160217 + Penalty 249723.317614 = -105959631.842603
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104409.570000 sec): 2 clusters
  Score: Raw -6942.104657 + Penalty 763.828059 = -6178.276597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104409.750000 sec): 3 clusters
  Score: Raw -7279.841314 + Penalty 1527.656119 = -5752.185195
  nChanged 15
		SP:Iteration 1F (104409.940000 sec): 3 clusters
  Score: Raw -7377.405690 + Penalty 1527.656119 = -5849.749571
  nChanged 3
		SP:Iteration 2Q (104410.090000 sec): 3 clusters
  Score: Raw -7393.757935 + Penalty 1527.656119 = -5866.101816
  nChanged 0
		SP:Iteration 3F (104410.260000 sec): 3 clusters
  Score: Raw -7393.757935 + Penalty 1527.656119 = -5866.101816
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 2 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104410.360000 sec): 2 clusters
  Score: Raw -98012.683585 + Penalty 1094.757131 = -96917.926455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104410.550000 sec): 3 clusters
  Score: Raw -97750.220707 + Penalty 2189.514261 = -95560.706445
  nChanged 240
		SP:Iteration 1F (104410.710000 sec): 3 clusters
  Score: Raw -97965.092823 + Penalty 2189.514261 = -95775.578562
  nChanged 71
		SP:Iteration 2F (104410.870000 sec): 3 clusters
  Score: Raw -98054.327001 + Penalty 2189.514261 = -95864.812740
  nChanged 47
		SP:Iteration 3F (104411.070000 sec): 3 clusters
  Score: Raw -98116.996428 + Penalty 2189.514261 = -95927.482167
  nChanged 35
		SP:Iteration 4Q (104411.240000 sec): 3 clusters
  Score: Raw -98166.218812 + Penalty 2189.514261 = -95976.704550
  nChanged 29
		SP:Iteration 5Q (104411.430000 sec): 3 clusters
  Score: Raw -98209.894879 + Penalty 2189.514261 = -96020.380617
  nChanged 27
		SP:Iteration 6Q (104411.640000 sec): 3 clusters
  Score: Raw -98251.303186 + Penalty 2189.514261 = -96061.788925
  nChanged 25
		SP:Iteration 7Q (104411.800000 sec): 3 clusters
  Score: Raw -98292.251114 + Penalty 2189.514261 = -96102.736853
  nChanged 31
		SP:Iteration 8Q (104411.950000 sec): 3 clusters
  Score: Raw -98336.316902 + Penalty 2189.514261 = -96146.802641
  nChanged 22
		SP:Iteration 9Q (104412.160000 sec): 3 clusters
  Score: Raw -98369.843851 + Penalty 2189.514261 = -96180.329589
  nChanged 16
		SP:Iteration 10Q (104412.290000 sec): 3 clusters
  Score: Raw -98400.446303 + Penalty 2189.514261 = -96210.932042
  nChanged 16
		SP:Iteration 11Q (104412.470000 sec): 3 clusters
  Score: Raw -98426.047528 + Penalty 2189.514261 = -96236.533266
  nChanged 12
		SP:Iteration 12Q (104412.650000 sec): 3 clusters
  Score: Raw -98452.072407 + Penalty 2189.514261 = -96262.558145
  nChanged 7
		SP:Iteration 13Q (104412.800000 sec): 3 clusters
  Score: Raw -98464.732650 + Penalty 2189.514261 = -96275.218388
  nChanged 7
		SP:Iteration 14Q (104412.970000 sec): 3 clusters
  Score: Raw -98476.581273 + Penalty 2189.514261 = -96287.067012
  nChanged 8
		SP:Iteration 15Q (104413.140000 sec): 3 clusters
  Score: Raw -98493.372502 + Penalty 2189.514261 = -96303.858241
  nChanged 6
		SP:Iteration 16Q (104413.290000 sec): 3 clusters
  Score: Raw -98502.216631 + Penalty 2189.514261 = -96312.702370
  nChanged 4
		SP:Iteration 17Q (104413.460000 sec): 3 clusters
  Score: Raw -98507.602490 + Penalty 2189.514261 = -96318.088229
  nChanged 1
		SP:Iteration 18Q (104413.620000 sec): 3 clusters
  Score: Raw -98508.247983 + Penalty 2189.514261 = -96318.733722
  nChanged 2
		SP:Iteration 19Q (104413.790000 sec): 3 clusters
  Score: Raw -98511.107041 + Penalty 2189.514261 = -96321.592780
  nChanged 3
		SP:Iteration 20F (104413.970000 sec): 3 clusters
  Score: Raw -98515.569295 + Penalty 2189.514261 = -96326.055033
  nChanged 6
		SP:Iteration 21Q (104414.130000 sec): 3 clusters
  Score: Raw -98524.107151 + Penalty 2189.514261 = -96334.592889
  nChanged 2
		SP:Iteration 22Q (104414.280000 sec): 3 clusters
  Score: Raw -98528.069904 + Penalty 2189.514261 = -96338.555642
  nChanged 2
		SP:Iteration 23Q (104414.500000 sec): 3 clusters
  Score: Raw -98533.425728 + Penalty 2189.514261 = -96343.911467
  nChanged 2
		SP:Iteration 24Q (104414.630000 sec): 3 clusters
  Score: Raw -98534.858498 + Penalty 2189.514261 = -96345.344236
  nChanged 1
		SP:Iteration 25Q (104414.840000 sec): 3 clusters
  Score: Raw -98535.556676 + Penalty 2189.514261 = -96346.042415
  nChanged 1
		SP:Iteration 26Q (104414.990000 sec): 3 clusters
  Score: Raw -98536.004088 + Penalty 2189.514261 = -96346.489827
  nChanged 0
		SP:Iteration 27F (104415.170000 sec): 3 clusters
  Score: Raw -98536.004088 + Penalty 2189.514261 = -96346.489827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 3 (1044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104415.330000 sec): 2 clusters
  Score: Raw -106741.957261 + Penalty 1129.507400 = -105612.449861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104415.480000 sec): 3 clusters
  Score: Raw -106444.013835 + Penalty 2259.014800 = -104184.999036
  nChanged 293
		SP:Iteration 1F (104415.670000 sec): 3 clusters
  Score: Raw -106782.620508 + Penalty 2259.014800 = -104523.605708
  nChanged 77
		SP:Iteration 2F (104415.800000 sec): 3 clusters
  Score: Raw -106871.148702 + Penalty 2259.014800 = -104612.133902
  nChanged 48
		SP:Iteration 3Q (104416.000000 sec): 3 clusters
  Score: Raw -106936.169786 + Penalty 2259.014800 = -104677.154986
  nChanged 43
		SP:Iteration 4Q (104416.130000 sec): 3 clusters
  Score: Raw -106989.542636 + Penalty 2259.014800 = -104730.527836
  nChanged 25
		SP:Iteration 5Q (104416.310000 sec): 3 clusters
  Score: Raw -107023.621732 + Penalty 2259.014800 = -104764.606932
  nChanged 27
		SP:Iteration 6Q (104416.490000 sec): 3 clusters
  Score: Raw -107062.464821 + Penalty 2259.014800 = -104803.450021
  nChanged 16
		SP:Iteration 7Q (104416.680000 sec): 3 clusters
  Score: Raw -107080.162484 + Penalty 2259.014800 = -104821.147684
  nChanged 17
		SP:Iteration 8Q (104416.850000 sec): 3 clusters
  Score: Raw -107095.883416 + Penalty 2259.014800 = -104836.868616
  nChanged 10
		SP:Iteration 9Q (104417.000000 sec): 3 clusters
  Score: Raw -107104.169458 + Penalty 2259.014800 = -104845.154658
  nChanged 11
		SP:Iteration 10Q (104417.170000 sec): 3 clusters
  Score: Raw -107115.822403 + Penalty 2259.014800 = -104856.807603
  nChanged 9
		SP:Iteration 11Q (104417.340000 sec): 3 clusters
  Score: Raw -107128.270057 + Penalty 2259.014800 = -104869.255257
  nChanged 9
		SP:Iteration 12Q (104417.520000 sec): 3 clusters
  Score: Raw -107136.833641 + Penalty 2259.014800 = -104877.818841
  nChanged 9
		SP:Iteration 13Q (104417.700000 sec): 3 clusters
  Score: Raw -107145.833233 + Penalty 2259.014800 = -104886.818433
  nChanged 9
		SP:Iteration 14Q (104417.880000 sec): 3 clusters
  Score: Raw -107159.607820 + Penalty 2259.014800 = -104900.593021
  nChanged 12
		SP:Iteration 15Q (104418.060000 sec): 3 clusters
  Score: Raw -107175.931730 + Penalty 2259.014800 = -104916.916930
  nChanged 15
		SP:Iteration 16Q (104418.200000 sec): 3 clusters
  Score: Raw -107192.801959 + Penalty 2259.014800 = -104933.787159
  nChanged 9
		SP:Iteration 17Q (104418.370000 sec): 3 clusters
  Score: Raw -107201.790513 + Penalty 2259.014800 = -104942.775713
  nChanged 3
		SP:Iteration 18Q (104418.520000 sec): 3 clusters
  Score: Raw -107203.944240 + Penalty 2259.014800 = -104944.929440
  nChanged 1
		SP:Iteration 19Q (104418.690000 sec): 3 clusters
  Score: Raw -107205.026678 + Penalty 2259.014800 = -104946.011878
  nChanged 1
		SP:Iteration 20F (104418.880000 sec): 3 clusters
  Score: Raw -107205.749249 + Penalty 2259.014800 = -104946.734449
  nChanged 1
		SP:Iteration 21Q (104419.080000 sec): 3 clusters
  Score: Raw -107207.024355 + Penalty 2259.014800 = -104948.009555
  nChanged 1
		SP:Iteration 22Q (104419.270000 sec): 3 clusters
  Score: Raw -107208.399517 + Penalty 2259.014800 = -104949.384717
  nChanged 0
		SP:Iteration 23F (104419.430000 sec): 3 clusters
  Score: Raw -107208.399517 + Penalty 2259.014800 = -104949.384717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 4 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104419.570000 sec): 2 clusters
  Score: Raw -194595.620764 + Penalty 1211.673865 = -193383.946898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104419.740000 sec): 3 clusters
  Score: Raw -193884.790245 + Penalty 2423.347730 = -191461.442515
  nChanged 608
		SP:Iteration 1F (104419.930000 sec): 3 clusters
  Score: Raw -194340.138074 + Penalty 2423.347730 = -191916.790344
  nChanged 164
		SP:Iteration 2F (104420.130000 sec): 3 clusters
  Score: Raw -194575.828876 + Penalty 2423.347730 = -192152.481145
  nChanged 132
		SP:Iteration 3F (104420.290000 sec): 3 clusters
  Score: Raw -194806.143966 + Penalty 2423.347730 = -192382.796236
  nChanged 142
		SP:Iteration 4F (104420.460000 sec): 3 clusters
  Score: Raw -195026.312262 + Penalty 2423.347730 = -192602.964532
  nChanged 118
		SP:Iteration 5F (104420.650000 sec): 3 clusters
  Score: Raw -195200.928701 + Penalty 2423.347730 = -192777.580971
  nChanged 96
		SP:Iteration 6F (104420.840000 sec): 3 clusters
  Score: Raw -195304.390219 + Penalty 2423.347730 = -192881.042488
  nChanged 47
		SP:Iteration 7Q (104421.020000 sec): 3 clusters
  Score: Raw -195346.742830 + Penalty 2423.347730 = -192923.395100
  nChanged 33
		SP:Iteration 8Q (104421.200000 sec): 3 clusters
  Score: Raw -195381.853658 + Penalty 2423.347730 = -192958.505927
  nChanged 18
		SP:Iteration 9Q (104421.380000 sec): 3 clusters
  Score: Raw -195394.170745 + Penalty 2423.347730 = -192970.823015
  nChanged 9
		SP:Iteration 10Q (104421.610000 sec): 3 clusters
  Score: Raw -195400.204874 + Penalty 2423.347730 = -192976.857143
  nChanged 9
		SP:Iteration 11Q (104421.800000 sec): 3 clusters
  Score: Raw -195407.728966 + Penalty 2423.347730 = -192984.381236
  nChanged 4
		SP:Iteration 12Q (104421.960000 sec): 3 clusters
  Score: Raw -195410.116348 + Penalty 2423.347730 = -192986.768618
  nChanged 5
		SP:Iteration 13Q (104422.130000 sec): 3 clusters
  Score: Raw -195416.017956 + Penalty 2423.347730 = -192992.670226
  nChanged 7
		SP:Iteration 14Q (104422.290000 sec): 3 clusters
  Score: Raw -195420.269332 + Penalty 2423.347730 = -192996.921602
  nChanged 4
		SP:Iteration 15Q (104422.500000 sec): 3 clusters
  Score: Raw -195423.170649 + Penalty 2423.347730 = -192999.822919
  nChanged 8
		SP:Iteration 16Q (104422.660000 sec): 3 clusters
  Score: Raw -195430.420502 + Penalty 2423.347730 = -193007.072772
  nChanged 4
		SP:Iteration 17Q (104422.860000 sec): 3 clusters
  Score: Raw -195432.767302 + Penalty 2423.347730 = -193009.419572
  nChanged 2
		SP:Iteration 18Q (104423.020000 sec): 3 clusters
  Score: Raw -195433.818610 + Penalty 2423.347730 = -193010.470880
  nChanged 0
		SP:Iteration 19F (104423.170000 sec): 3 clusters
  Score: Raw -195433.818610 + Penalty 2423.347730 = -193010.470880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 5 (16677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104423.590000 sec): 2 clusters
  Score: Raw -2082703.568069 + Penalty 1579.790193 = -2081123.777876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104423.870000 sec): 3 clusters
  Score: Raw -2072849.060518 + Penalty 3159.580386 = -2069689.480132
  nChanged 7378
		SP:Iteration 1F (104424.120000 sec): 3 clusters
  Score: Raw -2076930.042950 + Penalty 3159.580386 = -2073770.462563
  nChanged 934
		SP:Iteration 2F (104424.370000 sec): 3 clusters
  Score: Raw -2077320.561874 + Penalty 3159.580386 = -2074160.981488
  nChanged 902
		SP:Iteration 3F (104424.590000 sec): 3 clusters
  Score: Raw -2077738.040982 + Penalty 3159.580386 = -2074578.460596
  nChanged 949
		SP:Iteration 4F (104424.880000 sec): 3 clusters
  Score: Raw -2078244.772016 + Penalty 3159.580386 = -2075085.191630
  nChanged 971
		SP:Iteration 5F (104425.080000 sec): 3 clusters
  Score: Raw -2078843.010576 + Penalty 3159.580386 = -2075683.430190
  nChanged 986
		SP:Iteration 6F (104425.330000 sec): 3 clusters
  Score: Raw -2079497.427942 + Penalty 3159.580386 = -2076337.847556
  nChanged 951
		SP:Iteration 7F (104425.610000 sec): 3 clusters
  Score: Raw -2080168.600649 + Penalty 3159.580386 = -2077009.020263
  nChanged 860
		SP:Iteration 8F (104425.890000 sec): 3 clusters
  Score: Raw -2080823.313736 + Penalty 3159.580386 = -2077663.733350
  nChanged 753
		SP:Iteration 9Q (104426.130000 sec): 3 clusters
  Score: Raw -2081419.062783 + Penalty 3159.580386 = -2078259.482397
  nChanged 576
		SP:Iteration 10Q (104426.370000 sec): 3 clusters
  Score: Raw -2081916.220764 + Penalty 3159.580386 = -2078756.640378
  nChanged 414
		SP:Iteration 11Q (104426.630000 sec): 3 clusters
  Score: Raw -2082290.593130 + Penalty 3159.580386 = -2079131.012743
  nChanged 242
		SP:Iteration 12Q (104426.880000 sec): 3 clusters
  Score: Raw -2082509.012927 + Penalty 3159.580386 = -2079349.432541
  nChanged 151
		SP:Iteration 13Q (104427.110000 sec): 3 clusters
  Score: Raw -2082657.824899 + Penalty 3159.580386 = -2079498.244512
  nChanged 74
		SP:Iteration 14Q (104427.350000 sec): 3 clusters
  Score: Raw -2082733.531346 + Penalty 3159.580386 = -2079573.950960
  nChanged 47
		SP:Iteration 15Q (104427.610000 sec): 3 clusters
  Score: Raw -2082790.403344 + Penalty 3159.580386 = -2079630.822958
  nChanged 28
		SP:Iteration 16Q (104427.860000 sec): 3 clusters
  Score: Raw -2082818.599251 + Penalty 3159.580386 = -2079659.018865
  nChanged 21
		SP:Iteration 17Q (104428.070000 sec): 3 clusters
  Score: Raw -2082840.524079 + Penalty 3159.580386 = -2079680.943693
  nChanged 11
		SP:Iteration 18Q (104428.340000 sec): 3 clusters
  Score: Raw -2082851.714388 + Penalty 3159.580386 = -2079692.134002
  nChanged 7
		SP:Iteration 19Q (104428.560000 sec): 3 clusters
  Score: Raw -2082862.023281 + Penalty 3159.580386 = -2079702.442895
  nChanged 8
		SP:Iteration 20F (104428.800000 sec): 3 clusters
  Score: Raw -2082871.062950 + Penalty 3159.580386 = -2079711.482564
  nChanged 6
		SP:Iteration 21Q (104429.050000 sec): 3 clusters
  Score: Raw -2082880.539372 + Penalty 3159.580386 = -2079720.958986
  nChanged 3
		SP:Iteration 22Q (104429.300000 sec): 3 clusters
  Score: Raw -2082887.633282 + Penalty 3159.580386 = -2079728.052896
  nChanged 5
		SP:Iteration 23Q (104429.490000 sec): 3 clusters
  Score: Raw -2082891.894741 + Penalty 3159.580386 = -2079732.314355
  nChanged 3
		SP:Iteration 24Q (104429.730000 sec): 3 clusters
  Score: Raw -2082894.451035 + Penalty 3159.580386 = -2079734.870648
  nChanged 3
		SP:Iteration 25Q (104429.960000 sec): 3 clusters
  Score: Raw -2082897.451271 + Penalty 3159.580386 = -2079737.870885
  nChanged 0
		SP:Iteration 26F (104430.200000 sec): 3 clusters
  Score: Raw -2082897.451271 + Penalty 3159.580386 = -2079737.870885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104430.340000 sec): 2 clusters
  Score: Raw -75207.648844 + Penalty 1056.703382 = -74150.945462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104430.520000 sec): 3 clusters
  Score: Raw -75102.890152 + Penalty 2113.406765 = -72989.483387
  nChanged 179
		SP:Iteration 1F (104430.700000 sec): 3 clusters
  Score: Raw -75346.017833 + Penalty 2113.406765 = -73232.611068
  nChanged 44
		SP:Iteration 2F (104430.850000 sec): 3 clusters
  Score: Raw -75422.503754 + Penalty 2113.406765 = -73309.096989
  nChanged 22
		SP:Iteration 3Q (104431.040000 sec): 3 clusters
  Score: Raw -75471.649949 + Penalty 2113.406765 = -73358.243184
  nChanged 26
		SP:Iteration 4Q (104431.190000 sec): 3 clusters
  Score: Raw -75525.812660 + Penalty 2113.406765 = -73412.405895
  nChanged 22
		SP:Iteration 5Q (104431.340000 sec): 3 clusters
  Score: Raw -75583.144715 + Penalty 2113.406765 = -73469.737951
  nChanged 26
		SP:Iteration 6Q (104431.530000 sec): 3 clusters
  Score: Raw -75644.945660 + Penalty 2113.406765 = -73531.538895
  nChanged 28
		SP:Iteration 7Q (104431.700000 sec): 3 clusters
  Score: Raw -75739.526321 + Penalty 2113.406765 = -73626.119556
  nChanged 27
		SP:Iteration 8Q (104431.910000 sec): 3 clusters
  Score: Raw -75824.956770 + Penalty 2113.406765 = -73711.550005
  nChanged 26
		SP:Iteration 9Q (104432.060000 sec): 3 clusters
  Score: Raw -75879.992357 + Penalty 2113.406765 = -73766.585592
  nChanged 21
		SP:Iteration 10Q (104432.240000 sec): 3 clusters
  Score: Raw -75938.258723 + Penalty 2113.406765 = -73824.851958
  nChanged 17
		SP:Iteration 11Q (104432.420000 sec): 3 clusters
  Score: Raw -75975.217702 + Penalty 2113.406765 = -73861.810937
  nChanged 11
		SP:Iteration 12Q (104432.630000 sec): 3 clusters
  Score: Raw -75988.197326 + Penalty 2113.406765 = -73874.790561
  nChanged 6
		SP:Iteration 13Q (104432.810000 sec): 3 clusters
  Score: Raw -75998.307756 + Penalty 2113.406765 = -73884.900991
  nChanged 4
		SP:Iteration 14Q (104432.990000 sec): 3 clusters
  Score: Raw -76002.647899 + Penalty 2113.406765 = -73889.241134
  nChanged 2
		SP:Iteration 15Q (104433.140000 sec): 3 clusters
  Score: Raw -76006.738511 + Penalty 2113.406765 = -73893.331746
  nChanged 3
		SP:Iteration 16Q (104433.360000 sec): 3 clusters
  Score: Raw -76010.429411 + Penalty 2113.406765 = -73897.022646
  nChanged 2
		SP:Iteration 17Q (104433.530000 sec): 3 clusters
  Score: Raw -76012.074265 + Penalty 2113.406765 = -73898.667500
  nChanged 1
		SP:Iteration 18Q (104433.660000 sec): 3 clusters
  Score: Raw -76013.767125 + Penalty 2113.406765 = -73900.360360
  nChanged 1
		SP:Iteration 19Q (104433.870000 sec): 3 clusters
  Score: Raw -76014.356434 + Penalty 2113.406765 = -73900.949669
  nChanged 1
		SP:Iteration 20F (104434.050000 sec): 3 clusters
  Score: Raw -76016.623431 + Penalty 2113.406765 = -73903.216666
  nChanged 3
		SP:Iteration 21Q (104434.240000 sec): 3 clusters
  Score: Raw -76020.373072 + Penalty 2113.406765 = -73906.966307
  nChanged 1
		SP:Iteration 22Q (104434.360000 sec): 3 clusters
  Score: Raw -76021.272515 + Penalty 2113.406765 = -73907.865750
  nChanged 0
		SP:Iteration 23F (104434.530000 sec): 3 clusters
  Score: Raw -76021.272515 + Penalty 2113.406765 = -73907.865750
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104434.720000 sec): 2 clusters
  Score: Raw -750900.334123 + Penalty 1435.957995 = -749464.376128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104434.930000 sec): 3 clusters
  Score: Raw -747207.384234 + Penalty 2871.915991 = -744335.468243
  nChanged 2922
		SP:Iteration 1F (104435.110000 sec): 3 clusters
  Score: Raw -748979.266660 + Penalty 2871.915991 = -746107.350669
  nChanged 505
		SP:Iteration 2F (104435.280000 sec): 3 clusters
  Score: Raw -749339.512591 + Penalty 2871.915991 = -746467.596600
  nChanged 440
		SP:Iteration 3F (104435.490000 sec): 3 clusters
  Score: Raw -749685.299062 + Penalty 2871.915991 = -746813.383071
  nChanged 441
		SP:Iteration 4F (104435.690000 sec): 3 clusters
  Score: Raw -749991.895844 + Penalty 2871.915991 = -747119.979853
  nChanged 388
		SP:Iteration 5F (104435.880000 sec): 3 clusters
  Score: Raw -750278.095008 + Penalty 2871.915991 = -747406.179017
  nChanged 362
		SP:Iteration 6F (104436.100000 sec): 3 clusters
  Score: Raw -750564.892879 + Penalty 2871.915991 = -747692.976888
  nChanged 324
		SP:Iteration 7Q (104436.330000 sec): 3 clusters
  Score: Raw -750800.639920 + Penalty 2871.915991 = -747928.723930
  nChanged 299
		SP:Iteration 8Q (104436.480000 sec): 3 clusters
  Score: Raw -750981.023188 + Penalty 2871.915991 = -748109.107198
  nChanged 255
		SP:Iteration 9Q (104436.680000 sec): 3 clusters
  Score: Raw -751113.260082 + Penalty 2871.915991 = -748241.344092
  nChanged 165
		SP:Iteration 10Q (104436.890000 sec): 3 clusters
  Score: Raw -751170.150468 + Penalty 2871.915991 = -748298.234477
  nChanged 111
		SP:Iteration 11Q (104437.100000 sec): 3 clusters
  Score: Raw -751206.642730 + Penalty 2871.915991 = -748334.726739
  nChanged 90
		SP:Iteration 12Q (104437.280000 sec): 3 clusters
  Score: Raw -751234.048510 + Penalty 2871.915991 = -748362.132519
  nChanged 69
		SP:Iteration 13Q (104437.470000 sec): 3 clusters
  Score: Raw -751252.179124 + Penalty 2871.915991 = -748380.263133
  nChanged 50
		SP:Iteration 14Q (104437.670000 sec): 3 clusters
  Score: Raw -751263.592451 + Penalty 2871.915991 = -748391.676460
  nChanged 42
		SP:Iteration 15Q (104437.870000 sec): 3 clusters
  Score: Raw -751272.185158 + Penalty 2871.915991 = -748400.269168
  nChanged 31
		SP:Iteration 16Q (104438.090000 sec): 3 clusters
  Score: Raw -751279.172381 + Penalty 2871.915991 = -748407.256390
  nChanged 37
		SP:Iteration 17Q (104438.270000 sec): 3 clusters
  Score: Raw -751288.372838 + Penalty 2871.915991 = -748416.456848
  nChanged 47
		SP:Iteration 18Q (104438.500000 sec): 3 clusters
  Score: Raw -751300.153704 + Penalty 2871.915991 = -748428.237714
  nChanged 42
		SP:Iteration 19Q (104438.680000 sec): 3 clusters
  Score: Raw -751307.836915 + Penalty 2871.915991 = -748435.920924
  nChanged 34
		SP:Iteration 20F (104438.920000 sec): 3 clusters
  Score: Raw -751313.640310 + Penalty 2871.915991 = -748441.724319
  nChanged 27
		SP:Iteration 21Q (104439.100000 sec): 3 clusters
  Score: Raw -751317.379621 + Penalty 2871.915991 = -748445.463630
  nChanged 17
		SP:Iteration 22Q (104439.320000 sec): 3 clusters
  Score: Raw -751319.313186 + Penalty 2871.915991 = -748447.397196
  nChanged 12
		SP:Iteration 23Q (104439.540000 sec): 3 clusters
  Score: Raw -751320.536621 + Penalty 2871.915991 = -748448.620630
  nChanged 6
		SP:Iteration 24Q (104439.780000 sec): 3 clusters
  Score: Raw -751321.271809 + Penalty 2871.915991 = -748449.355819
  nChanged 6
		SP:Iteration 25Q (104439.940000 sec): 3 clusters
  Score: Raw -751322.091932 + Penalty 2871.915991 = -748450.175941
  nChanged 5
		SP:Iteration 26Q (104440.150000 sec): 3 clusters
  Score: Raw -751322.649474 + Penalty 2871.915991 = -748450.733484
  nChanged 4
		SP:Iteration 27Q (104440.330000 sec): 3 clusters
  Score: Raw -751323.164677 + Penalty 2871.915991 = -748451.248686
  nChanged 4
		SP:Iteration 28Q (104440.560000 sec): 3 clusters
  Score: Raw -751323.597827 + Penalty 2871.915991 = -748451.681837
  nChanged 2
		SP:Iteration 29Q (104440.730000 sec): 3 clusters
  Score: Raw -751323.800529 + Penalty 2871.915991 = -748451.884539
  nChanged 3
		SP:Iteration 30Q (104440.920000 sec): 3 clusters
  Score: Raw -751324.306813 + Penalty 2871.915991 = -748452.390823
  nChanged 3
		SP:Iteration 31Q (104441.120000 sec): 3 clusters
  Score: Raw -751324.577910 + Penalty 2871.915991 = -748452.661919
  nChanged 2
		SP:Iteration 32Q (104441.300000 sec): 3 clusters
  Score: Raw -751324.928497 + Penalty 2871.915991 = -748453.012506
  nChanged 4
		SP:Iteration 33Q (104441.560000 sec): 3 clusters
  Score: Raw -751325.328533 + Penalty 2871.915991 = -748453.412543
  nChanged 1
		SP:Iteration 34Q (104441.760000 sec): 3 clusters
  Score: Raw -751325.352565 + Penalty 2871.915991 = -748453.436574
  nChanged 0
		SP:Iteration 35F (104441.950000 sec): 3 clusters
  Score: Raw -751325.352565 + Penalty 2871.915991 = -748453.436574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (16853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104442.110000 sec): 2 clusters
  Score: Raw -2102577.805840 + Penalty 1581.496144 = -2100996.309696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104442.400000 sec): 3 clusters
  Score: Raw -2092594.448252 + Penalty 3162.992287 = -2089431.455964
  nChanged 7464
		SP:Iteration 1F (104442.620000 sec): 3 clusters
  Score: Raw -2096462.768115 + Penalty 3162.992287 = -2093299.775828
  nChanged 913
		SP:Iteration 2F (104442.870000 sec): 3 clusters
  Score: Raw -2096851.540530 + Penalty 3162.992287 = -2093688.548243
  nChanged 890
		SP:Iteration 3F (104443.140000 sec): 3 clusters
  Score: Raw -2097283.086099 + Penalty 3162.992287 = -2094120.093811
  nChanged 916
		SP:Iteration 4F (104443.380000 sec): 3 clusters
  Score: Raw -2097756.369328 + Penalty 3162.992287 = -2094593.377041
  nChanged 919
		SP:Iteration 5F (104443.650000 sec): 3 clusters
  Score: Raw -2098285.592692 + Penalty 3162.992287 = -2095122.600404
  nChanged 961
		SP:Iteration 6F (104443.880000 sec): 3 clusters
  Score: Raw -2098902.445822 + Penalty 3162.992287 = -2095739.453534
  nChanged 944
		SP:Iteration 7F (104444.130000 sec): 3 clusters
  Score: Raw -2099513.611996 + Penalty 3162.992287 = -2096350.619708
  nChanged 896
		SP:Iteration 8F (104444.340000 sec): 3 clusters
  Score: Raw -2100114.566676 + Penalty 3162.992287 = -2096951.574388
  nChanged 845
		SP:Iteration 9F (104444.570000 sec): 3 clusters
  Score: Raw -2100635.523691 + Penalty 3162.992287 = -2097472.531403
  nChanged 638
		SP:Iteration 10Q (104444.810000 sec): 3 clusters
  Score: Raw -2100948.180986 + Penalty 3162.992287 = -2097785.188699
  nChanged 430
		SP:Iteration 11Q (104445.020000 sec): 3 clusters
  Score: Raw -2101087.365671 + Penalty 3162.992287 = -2097924.373383
  nChanged 275
		SP:Iteration 12Q (104445.320000 sec): 3 clusters
  Score: Raw -2101163.017223 + Penalty 3162.992287 = -2098000.024936
  nChanged 204
		SP:Iteration 13Q (104445.560000 sec): 3 clusters
  Score: Raw -2101210.805664 + Penalty 3162.992287 = -2098047.813377
  nChanged 195
		SP:Iteration 14Q (104445.760000 sec): 3 clusters
  Score: Raw -2101247.731337 + Penalty 3162.992287 = -2098084.739050
  nChanged 119
		SP:Iteration 15Q (104446.010000 sec): 3 clusters
  Score: Raw -2101266.912629 + Penalty 3162.992287 = -2098103.920341
  nChanged 91
		SP:Iteration 16Q (104446.310000 sec): 3 clusters
  Score: Raw -2101282.140544 + Penalty 3162.992287 = -2098119.148256
  nChanged 73
		SP:Iteration 17Q (104446.560000 sec): 3 clusters
  Score: Raw -2101294.309679 + Penalty 3162.992287 = -2098131.317391
  nChanged 73
		SP:Iteration 18Q (104446.820000 sec): 3 clusters
  Score: Raw -2101305.474457 + Penalty 3162.992287 = -2098142.482169
  nChanged 76
		SP:Iteration 19Q (104447.030000 sec): 3 clusters
  Score: Raw -2101316.999584 + Penalty 3162.992287 = -2098154.007296
  nChanged 76
		SP:Iteration 20F (104447.340000 sec): 3 clusters
  Score: Raw -2101327.354397 + Penalty 3162.992287 = -2098164.362110
  nChanged 69
		SP:Iteration 21Q (104447.570000 sec): 3 clusters
  Score: Raw -2101337.902506 + Penalty 3162.992287 = -2098174.910218
  nChanged 66
		SP:Iteration 22Q (104447.790000 sec): 3 clusters
  Score: Raw -2101347.357543 + Penalty 3162.992287 = -2098184.365256
  nChanged 58
		SP:Iteration 23Q (104448.040000 sec): 3 clusters
  Score: Raw -2101354.357430 + Penalty 3162.992287 = -2098191.365143
  nChanged 61
		SP:Iteration 24Q (104448.290000 sec): 3 clusters
  Score: Raw -2101362.498842 + Penalty 3162.992287 = -2098199.506555
  nChanged 53
		SP:Iteration 25Q (104448.580000 sec): 3 clusters
  Score: Raw -2101368.701984 + Penalty 3162.992287 = -2098205.709696
  nChanged 62
		SP:Iteration 26Q (104448.830000 sec): 3 clusters
  Score: Raw -2101376.200256 + Penalty 3162.992287 = -2098213.207968
  nChanged 54
		SP:Iteration 27Q (104449.090000 sec): 3 clusters
  Score: Raw -2101383.511805 + Penalty 3162.992287 = -2098220.519518
  nChanged 55
		SP:Iteration 28Q (104449.340000 sec): 3 clusters
  Score: Raw -2101390.341531 + Penalty 3162.992287 = -2098227.349243
  nChanged 63
		SP:Iteration 29Q (104449.620000 sec): 3 clusters
  Score: Raw -2101398.085898 + Penalty 3162.992287 = -2098235.093611
  nChanged 67
		SP:Iteration 30Q (104449.860000 sec): 3 clusters
  Score: Raw -2101407.246348 + Penalty 3162.992287 = -2098244.254060
  nChanged 64
		SP:Iteration 31Q (104450.120000 sec): 3 clusters
  Score: Raw -2101416.655904 + Penalty 3162.992287 = -2098253.663617
  nChanged 66
		SP:Iteration 32Q (104450.400000 sec): 3 clusters
  Score: Raw -2101426.222542 + Penalty 3162.992287 = -2098263.230255
  nChanged 69
		SP:Iteration 33Q (104450.630000 sec): 3 clusters
  Score: Raw -2101437.589090 + Penalty 3162.992287 = -2098274.596802
  nChanged 86
		SP:Iteration 34Q (104450.870000 sec): 3 clusters
  Score: Raw -2101451.524331 + Penalty 3162.992287 = -2098288.532044
  nChanged 82
		SP:Iteration 35Q (104451.130000 sec): 3 clusters
  Score: Raw -2101464.205886 + Penalty 3162.992287 = -2098301.213599
  nChanged 82
		SP:Iteration 36Q (104451.380000 sec): 3 clusters
  Score: Raw -2101477.257593 + Penalty 3162.992287 = -2098314.265305
  nChanged 76
		SP:Iteration 37Q (104451.600000 sec): 3 clusters
  Score: Raw -2101489.035295 + Penalty 3162.992287 = -2098326.043008
  nChanged 65
		SP:Iteration 38Q (104451.860000 sec): 3 clusters
  Score: Raw -2101499.166354 + Penalty 3162.992287 = -2098336.174066
  nChanged 85
		SP:Iteration 39Q (104452.110000 sec): 3 clusters
  Score: Raw -2101515.693486 + Penalty 3162.992287 = -2098352.701199
  nChanged 94
		SP:Iteration 40F (104452.390000 sec): 3 clusters
  Score: Raw -2101535.473567 + Penalty 3162.992287 = -2098372.481280
  nChanged 113
		SP:Iteration 41Q (104452.600000 sec): 3 clusters
  Score: Raw -2101560.153602 + Penalty 3162.992287 = -2098397.161314
  nChanged 104
		SP:Iteration 42Q (104452.820000 sec): 3 clusters
  Score: Raw -2101583.035045 + Penalty 3162.992287 = -2098420.042757
  nChanged 101
		SP:Iteration 43Q (104453.080000 sec): 3 clusters
  Score: Raw -2101602.608042 + Penalty 3162.992287 = -2098439.615754
  nChanged 99
		SP:Iteration 44Q (104453.300000 sec): 3 clusters
  Score: Raw -2101626.600147 + Penalty 3162.992287 = -2098463.607860
  nChanged 125
		SP:Iteration 45Q (104453.520000 sec): 3 clusters
  Score: Raw -2101655.115316 + Penalty 3162.992287 = -2098492.123028
  nChanged 100
		SP:Iteration 46Q (104453.790000 sec): 3 clusters
  Score: Raw -2101680.716390 + Penalty 3162.992287 = -2098517.724103
  nChanged 108
		SP:Iteration 47Q (104454.020000 sec): 3 clusters
  Score: Raw -2101706.196656 + Penalty 3162.992287 = -2098543.204369
  nChanged 118
		SP:Iteration 48Q (104454.250000 sec): 3 clusters
  Score: Raw -2101735.006559 + Penalty 3162.992287 = -2098572.014272
  nChanged 137
		SP:Iteration 49Q (104454.550000 sec): 3 clusters
  Score: Raw -2101769.393720 + Penalty 3162.992287 = -2098606.401433
  nChanged 121
		SP:Iteration 50Q (104454.800000 sec): 3 clusters
  Score: Raw -2101797.386129 + Penalty 3162.992287 = -2098634.393841
  nChanged 110
		SP:Iteration 51Q (104455.040000 sec): 3 clusters
  Score: Raw -2101825.372776 + Penalty 3162.992287 = -2098662.380488
  nChanged 133
		SP:Iteration 52Q (104455.300000 sec): 3 clusters
  Score: Raw -2101866.244984 + Penalty 3162.992287 = -2098703.252696
  nChanged 135
		SP:Iteration 53Q (104455.540000 sec): 3 clusters
  Score: Raw -2101903.110106 + Penalty 3162.992287 = -2098740.117818
  nChanged 120
		SP:Iteration 54Q (104455.740000 sec): 3 clusters
  Score: Raw -2101933.715939 + Penalty 3162.992287 = -2098770.723651
  nChanged 126
		SP:Iteration 55Q (104456.000000 sec): 3 clusters
  Score: Raw -2101963.107860 + Penalty 3162.992287 = -2098800.115573
  nChanged 114
		SP:Iteration 56Q (104456.280000 sec): 3 clusters
  Score: Raw -2101990.247021 + Penalty 3162.992287 = -2098827.254734
  nChanged 114
		SP:Iteration 57Q (104456.540000 sec): 3 clusters
  Score: Raw -2102024.095110 + Penalty 3162.992287 = -2098861.102822
  nChanged 124
		SP:Iteration 58Q (104456.760000 sec): 3 clusters
  Score: Raw -2102064.486568 + Penalty 3162.992287 = -2098901.494280
  nChanged 131
		SP:Iteration 59Q (104456.990000 sec): 3 clusters
  Score: Raw -2102108.600760 + Penalty 3162.992287 = -2098945.608472
  nChanged 146
		SP:Iteration 60F (104457.240000 sec): 3 clusters
  Score: Raw -2102157.577266 + Penalty 3162.992287 = -2098994.584979
  nChanged 143
		SP:Iteration 61Q (104457.460000 sec): 3 clusters
  Score: Raw -2102199.832718 + Penalty 3162.992287 = -2099036.840431
  nChanged 129
		SP:Iteration 62Q (104457.700000 sec): 3 clusters
  Score: Raw -2102241.163043 + Penalty 3162.992287 = -2099078.170755
  nChanged 103
		SP:Iteration 63Q (104457.970000 sec): 3 clusters
  Score: Raw -2102272.624828 + Penalty 3162.992287 = -2099109.632541
  nChanged 101
		SP:Iteration 64Q (104458.210000 sec): 3 clusters
  Score: Raw -2102305.035898 + Penalty 3162.992287 = -2099142.043610
  nChanged 99
		SP:Iteration 65Q (104458.470000 sec): 3 clusters
  Score: Raw -2102337.184698 + Penalty 3162.992287 = -2099174.192410
  nChanged 95
		SP:Iteration 66Q (104458.710000 sec): 3 clusters
  Score: Raw -2102366.147172 + Penalty 3162.992287 = -2099203.154884
  nChanged 83
		SP:Iteration 67Q (104458.980000 sec): 3 clusters
  Score: Raw -2102391.269292 + Penalty 3162.992287 = -2099228.277004
  nChanged 91
		SP:Iteration 68Q (104459.210000 sec): 3 clusters
  Score: Raw -2102423.625640 + Penalty 3162.992287 = -2099260.633352
  nChanged 94
		SP:Iteration 69Q (104459.470000 sec): 3 clusters
  Score: Raw -2102457.918346 + Penalty 3162.992287 = -2099294.926058
  nChanged 79
		SP:Iteration 70Q (104459.730000 sec): 3 clusters
  Score: Raw -2102481.007684 + Penalty 3162.992287 = -2099318.015397
  nChanged 78
		SP:Iteration 71Q (104459.940000 sec): 3 clusters
  Score: Raw -2102505.196800 + Penalty 3162.992287 = -2099342.204512
  nChanged 66
		SP:Iteration 72Q (104460.220000 sec): 3 clusters
  Score: Raw -2102526.944969 + Penalty 3162.992287 = -2099363.952682
  nChanged 73
		SP:Iteration 73Q (104460.450000 sec): 3 clusters
  Score: Raw -2102551.338023 + Penalty 3162.992287 = -2099388.345736
  nChanged 65
		SP:Iteration 74Q (104460.670000 sec): 3 clusters
  Score: Raw -2102570.238651 + Penalty 3162.992287 = -2099407.246364
  nChanged 57
		SP:Iteration 75Q (104460.910000 sec): 3 clusters
  Score: Raw -2102583.679174 + Penalty 3162.992287 = -2099420.686887
  nChanged 48
		SP:Iteration 76Q (104461.150000 sec): 3 clusters
  Score: Raw -2102599.959613 + Penalty 3162.992287 = -2099436.967326
  nChanged 61
		SP:Iteration 77Q (104461.410000 sec): 3 clusters
  Score: Raw -2102617.903496 + Penalty 3162.992287 = -2099454.911209
  nChanged 65
		SP:Iteration 78Q (104461.650000 sec): 3 clusters
  Score: Raw -2102635.648300 + Penalty 3162.992287 = -2099472.656012
  nChanged 50
		SP:Iteration 79Q (104461.850000 sec): 3 clusters
  Score: Raw -2102648.189274 + Penalty 3162.992287 = -2099485.196986
  nChanged 36
		SP:Iteration 80F (104462.130000 sec): 3 clusters
  Score: Raw -2102656.849425 + Penalty 3162.992287 = -2099493.857137
  nChanged 38
		SP:Iteration 81Q (104462.350000 sec): 3 clusters
  Score: Raw -2102664.089456 + Penalty 3162.992287 = -2099501.097168
  nChanged 28
		SP:Iteration 82Q (104462.640000 sec): 3 clusters
  Score: Raw -2102670.403220 + Penalty 3162.992287 = -2099507.410933
  nChanged 26
		SP:Iteration 83Q (104462.880000 sec): 3 clusters
  Score: Raw -2102678.762424 + Penalty 3162.992287 = -2099515.770136
  nChanged 29
		SP:Iteration 84Q (104463.150000 sec): 3 clusters
  Score: Raw -2102686.997981 + Penalty 3162.992287 = -2099524.005693
  nChanged 31
		SP:Iteration 85Q (104463.410000 sec): 3 clusters
  Score: Raw -2102695.030770 + Penalty 3162.992287 = -2099532.038482
  nChanged 31
		SP:Iteration 86Q (104463.660000 sec): 3 clusters
  Score: Raw -2102703.326516 + Penalty 3162.992287 = -2099540.334229
  nChanged 24
		SP:Iteration 87Q (104463.870000 sec): 3 clusters
  Score: Raw -2102708.202351 + Penalty 3162.992287 = -2099545.210064
  nChanged 18
		SP:Iteration 88Q (104464.130000 sec): 3 clusters
  Score: Raw -2102710.788764 + Penalty 3162.992287 = -2099547.796476
  nChanged 14
		SP:Iteration 89Q (104464.340000 sec): 3 clusters
  Score: Raw -2102712.945954 + Penalty 3162.992287 = -2099549.953666
  nChanged 11
		SP:Iteration 90Q (104464.610000 sec): 3 clusters
  Score: Raw -2102714.964073 + Penalty 3162.992287 = -2099551.971786
  nChanged 10
		SP:Iteration 91Q (104464.840000 sec): 3 clusters
  Score: Raw -2102717.206383 + Penalty 3162.992287 = -2099554.214096
  nChanged 18
		SP:Iteration 92Q (104465.100000 sec): 3 clusters
  Score: Raw -2102721.149267 + Penalty 3162.992287 = -2099558.156980
  nChanged 21
		SP:Iteration 93Q (104465.340000 sec): 3 clusters
  Score: Raw -2102724.684760 + Penalty 3162.992287 = -2099561.692472
  nChanged 17
		SP:Iteration 94Q (104465.570000 sec): 3 clusters
  Score: Raw -2102727.849823 + Penalty 3162.992287 = -2099564.857535
  nChanged 9
		SP:Iteration 95Q (104465.790000 sec): 3 clusters
  Score: Raw -2102729.481074 + Penalty 3162.992287 = -2099566.488786
  nChanged 11
		SP:Iteration 96Q (104466.040000 sec): 3 clusters
  Score: Raw -2102731.133188 + Penalty 3162.992287 = -2099568.140900
  nChanged 5
		SP:Iteration 97Q (104466.240000 sec): 3 clusters
  Score: Raw -2102732.033034 + Penalty 3162.992287 = -2099569.040747
  nChanged 9
		SP:Iteration 98Q (104466.480000 sec): 3 clusters
  Score: Raw -2102733.708729 + Penalty 3162.992287 = -2099570.716442
  nChanged 6
		SP:Iteration 99Q (104466.760000 sec): 3 clusters
  Score: Raw -2102734.389670 + Penalty 3162.992287 = -2099571.397383
  nChanged 6
		SP:Iteration 100F (104466.980000 sec): 3 clusters
  Score: Raw -2102734.960082 + Penalty 3162.992287 = -2099571.967795
  nChanged 5
		SP:Iteration 101Q (104467.230000 sec): 3 clusters
  Score: Raw -2102736.156060 + Penalty 3162.992287 = -2099573.163772
  nChanged 6
		SP:Iteration 102Q (104467.450000 sec): 3 clusters
  Score: Raw -2102737.245299 + Penalty 3162.992287 = -2099574.253011
  nChanged 6
		SP:Iteration 103Q (104467.660000 sec): 3 clusters
  Score: Raw -2102738.165963 + Penalty 3162.992287 = -2099575.173675
  nChanged 4
		SP:Iteration 104Q (104467.940000 sec): 3 clusters
  Score: Raw -2102738.680411 + Penalty 3162.992287 = -2099575.688123
  nChanged 3
		SP:Iteration 105Q (104468.160000 sec): 3 clusters
  Score: Raw -2102738.970149 + Penalty 3162.992287 = -2099575.977862
  nChanged 7
		SP:Iteration 106Q (104468.410000 sec): 3 clusters
  Score: Raw -2102739.902478 + Penalty 3162.992287 = -2099576.910190
  nChanged 7
		SP:Iteration 107Q (104468.660000 sec): 3 clusters
  Score: Raw -2102741.535331 + Penalty 3162.992287 = -2099578.543044
  nChanged 11
		SP:Iteration 108Q (104468.860000 sec): 3 clusters
  Score: Raw -2102744.005256 + Penalty 3162.992287 = -2099581.012969
  nChanged 10
		SP:Iteration 109Q (104469.080000 sec): 3 clusters
  Score: Raw -2102745.898169 + Penalty 3162.992287 = -2099582.905881
  nChanged 5
		SP:Iteration 110Q (104469.320000 sec): 3 clusters
  Score: Raw -2102746.769925 + Penalty 3162.992287 = -2099583.777637
  nChanged 4
		SP:Iteration 111Q (104469.570000 sec): 3 clusters
  Score: Raw -2102747.235174 + Penalty 3162.992287 = -2099584.242887
  nChanged 5
		SP:Iteration 112Q (104469.820000 sec): 3 clusters
  Score: Raw -2102748.039504 + Penalty 3162.992287 = -2099585.047216
  nChanged 4
		SP:Iteration 113Q (104470.060000 sec): 3 clusters
  Score: Raw -2102748.432745 + Penalty 3162.992287 = -2099585.440458
  nChanged 2
		SP:Iteration 114Q (104470.280000 sec): 3 clusters
  Score: Raw -2102748.798875 + Penalty 3162.992287 = -2099585.806588
  nChanged 4
		SP:Iteration 115Q (104470.500000 sec): 3 clusters
  Score: Raw -2102749.477680 + Penalty 3162.992287 = -2099586.485392
  nChanged 5
		SP:Iteration 116Q (104470.760000 sec): 3 clusters
  Score: Raw -2102750.047013 + Penalty 3162.992287 = -2099587.054725
  nChanged 4
		SP:Iteration 117Q (104470.990000 sec): 3 clusters
  Score: Raw -2102750.745562 + Penalty 3162.992287 = -2099587.753274
  nChanged 8
		SP:Iteration 118Q (104471.220000 sec): 3 clusters
  Score: Raw -2102752.594339 + Penalty 3162.992287 = -2099589.602052
  nChanged 19
		SP:Iteration 119Q (104471.460000 sec): 3 clusters
  Score: Raw -2102756.990604 + Penalty 3162.992287 = -2099593.998316
  nChanged 21
		SP:Iteration 120F (104471.710000 sec): 3 clusters
  Score: Raw -2102759.959177 + Penalty 3162.992287 = -2099596.966889
  nChanged 11
		SP:Iteration 121Q (104471.930000 sec): 3 clusters
  Score: Raw -2102762.176946 + Penalty 3162.992287 = -2099599.184658
  nChanged 8
		SP:Iteration 122Q (104472.140000 sec): 3 clusters
  Score: Raw -2102763.520965 + Penalty 3162.992287 = -2099600.528678
  nChanged 5
		SP:Iteration 123Q (104472.350000 sec): 3 clusters
  Score: Raw -2102764.108700 + Penalty 3162.992287 = -2099601.116412
  nChanged 3
		SP:Iteration 124Q (104472.590000 sec): 3 clusters
  Score: Raw -2102764.552316 + Penalty 3162.992287 = -2099601.560028
  nChanged 2
		SP:Iteration 125Q (104472.810000 sec): 3 clusters
  Score: Raw -2102764.930592 + Penalty 3162.992287 = -2099601.938305
  nChanged 3
		SP:Iteration 126Q (104473.010000 sec): 3 clusters
  Score: Raw -2102765.253259 + Penalty 3162.992287 = -2099602.260971
  nChanged 1
		SP:Iteration 127Q (104473.300000 sec): 3 clusters
  Score: Raw -2102765.520226 + Penalty 3162.992287 = -2099602.527938
  nChanged 1
		SP:Iteration 128Q (104473.520000 sec): 3 clusters
  Score: Raw -2102765.632151 + Penalty 3162.992287 = -2099602.639863
  nChanged 1
		SP:Iteration 129Q (104473.730000 sec): 3 clusters
  Score: Raw -2102765.686930 + Penalty 3162.992287 = -2099602.694643
  nChanged 0
		SP:Iteration 130F (104473.980000 sec): 3 clusters
  Score: Raw -2102765.686930 + Penalty 3162.992287 = -2099602.694643
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104474.080000 sec): 2 clusters
  Score: Raw -170999.507438 + Penalty 1186.107238 = -169813.400200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104474.250000 sec): 3 clusters
  Score: Raw -170409.216903 + Penalty 2372.214475 = -168037.002428
  nChanged 475
		SP:Iteration 1F (104474.410000 sec): 3 clusters
  Score: Raw -170750.235873 + Penalty 2372.214475 = -168378.021397
  nChanged 102
		SP:Iteration 2F (104474.600000 sec): 3 clusters
  Score: Raw -170844.598999 + Penalty 2372.214475 = -168472.384523
  nChanged 67
		SP:Iteration 3Q (104474.770000 sec): 3 clusters
  Score: Raw -170908.540485 + Penalty 2372.214475 = -168536.326010
  nChanged 59
		SP:Iteration 4Q (104474.980000 sec): 3 clusters
  Score: Raw -170948.858904 + Penalty 2372.214475 = -168576.644428
  nChanged 41
		SP:Iteration 5Q (104475.150000 sec): 3 clusters
  Score: Raw -170983.866289 + Penalty 2372.214475 = -168611.651814
  nChanged 33
		SP:Iteration 6Q (104475.310000 sec): 3 clusters
  Score: Raw -171015.260330 + Penalty 2372.214475 = -168643.045854
  nChanged 28
		SP:Iteration 7Q (104475.500000 sec): 3 clusters
  Score: Raw -171039.821589 + Penalty 2372.214475 = -168667.607113
  nChanged 19
		SP:Iteration 8Q (104475.670000 sec): 3 clusters
  Score: Raw -171052.988022 + Penalty 2372.214475 = -168680.773547
  nChanged 10
		SP:Iteration 9Q (104475.870000 sec): 3 clusters
  Score: Raw -171059.075281 + Penalty 2372.214475 = -168686.860805
  nChanged 4
		SP:Iteration 10Q (104476.040000 sec): 3 clusters
  Score: Raw -171061.969268 + Penalty 2372.214475 = -168689.754793
  nChanged 6
		SP:Iteration 11Q (104476.210000 sec): 3 clusters
  Score: Raw -171066.977164 + Penalty 2372.214475 = -168694.762689
  nChanged 10
		SP:Iteration 12Q (104476.410000 sec): 3 clusters
  Score: Raw -171073.922977 + Penalty 2372.214475 = -168701.708502
  nChanged 13
		SP:Iteration 13Q (104476.580000 sec): 3 clusters
  Score: Raw -171083.215769 + Penalty 2372.214475 = -168711.001293
  nChanged 9
		SP:Iteration 14Q (104476.740000 sec): 3 clusters
  Score: Raw -171090.684955 + Penalty 2372.214475 = -168718.470479
  nChanged 13
		SP:Iteration 15Q (104476.930000 sec): 3 clusters
  Score: Raw -171100.465471 + Penalty 2372.214475 = -168728.250995
  nChanged 14
		SP:Iteration 16Q (104477.140000 sec): 3 clusters
  Score: Raw -171111.294806 + Penalty 2372.214475 = -168739.080330
  nChanged 10
		SP:Iteration 17Q (104477.320000 sec): 3 clusters
  Score: Raw -171116.873967 + Penalty 2372.214475 = -168744.659492
  nChanged 9
		SP:Iteration 18Q (104477.500000 sec): 3 clusters
  Score: Raw -171121.920905 + Penalty 2372.214475 = -168749.706430
  nChanged 1
		SP:Iteration 19Q (104477.670000 sec): 3 clusters
  Score: Raw -171122.309585 + Penalty 2372.214475 = -168750.095110
  nChanged 1
		SP:Iteration 20F (104477.870000 sec): 3 clusters
  Score: Raw -171122.701482 + Penalty 2372.214475 = -168750.487006
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104478.020000 sec): 2 clusters
  Score: Raw -1195483.187844 + Penalty 1495.112774 = -1193988.075069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104478.240000 sec): 3 clusters
  Score: Raw -1189904.840848 + Penalty 2990.225548 = -1186914.615300
  nChanged 4219
		SP:Iteration 1F (104478.450000 sec): 3 clusters
  Score: Raw -1192065.433680 + Penalty 2990.225548 = -1189075.208132
  nChanged 554
		SP:Iteration 2F (104478.690000 sec): 3 clusters
  Score: Raw -1192306.834234 + Penalty 2990.225548 = -1189316.608686
  nChanged 515
		SP:Iteration 3F (104478.920000 sec): 3 clusters
  Score: Raw -1192550.584210 + Penalty 2990.225548 = -1189560.358662
  nChanged 477
		SP:Iteration 4Q (104479.130000 sec): 3 clusters
  Score: Raw -1192781.826740 + Penalty 2990.225548 = -1189791.601192
  nChanged 467
		SP:Iteration 5Q (104479.340000 sec): 3 clusters
  Score: Raw -1193024.881703 + Penalty 2990.225548 = -1190034.656155
  nChanged 453
		SP:Iteration 6Q (104479.550000 sec): 3 clusters
  Score: Raw -1193265.353385 + Penalty 2990.225548 = -1190275.127836
  nChanged 449
		SP:Iteration 7Q (104479.780000 sec): 3 clusters
  Score: Raw -1193550.875268 + Penalty 2990.225548 = -1190560.649720
  nChanged 481
		SP:Iteration 8Q (104480.020000 sec): 3 clusters
  Score: Raw -1193894.162238 + Penalty 2990.225548 = -1190903.936690
  nChanged 498
		SP:Iteration 9F (104480.220000 sec): 3 clusters
  Score: Raw -1194268.662609 + Penalty 2990.225548 = -1191278.437061
  nChanged 445
		SP:Iteration 10Q (104480.430000 sec): 3 clusters
  Score: Raw -1194618.665467 + Penalty 2990.225548 = -1191628.439919
  nChanged 390
		SP:Iteration 11Q (104480.630000 sec): 3 clusters
  Score: Raw -1194930.595914 + Penalty 2990.225548 = -1191940.370366
  nChanged 286
		SP:Iteration 12Q (104480.860000 sec): 3 clusters
  Score: Raw -1195167.998330 + Penalty 2990.225548 = -1192177.772781
  nChanged 186
		SP:Iteration 13Q (104481.090000 sec): 3 clusters
  Score: Raw -1195320.540369 + Penalty 2990.225548 = -1192330.314820
  nChanged 138
		SP:Iteration 14Q (104481.290000 sec): 3 clusters
  Score: Raw -1195434.607765 + Penalty 2990.225548 = -1192444.382216
  nChanged 94
		SP:Iteration 15Q (104481.520000 sec): 3 clusters
  Score: Raw -1195509.391481 + Penalty 2990.225548 = -1192519.165933
  nChanged 63
		SP:Iteration 16Q (104481.700000 sec): 3 clusters
  Score: Raw -1195554.018405 + Penalty 2990.225548 = -1192563.792857
  nChanged 37
		SP:Iteration 17Q (104481.950000 sec): 3 clusters
  Score: Raw -1195578.413128 + Penalty 2990.225548 = -1192588.187580
  nChanged 32
		SP:Iteration 18Q (104482.140000 sec): 3 clusters
  Score: Raw -1195598.383053 + Penalty 2990.225548 = -1192608.157504
  nChanged 22
		SP:Iteration 19Q (104482.360000 sec): 3 clusters
  Score: Raw -1195615.359240 + Penalty 2990.225548 = -1192625.133692
  nChanged 26
		SP:Iteration 20F (104482.540000 sec): 3 clusters
  Score: Raw -1195633.792238 + Penalty 2990.225548 = -1192643.566690
  nChanged 21
		SP:Iteration 21Q (104482.770000 sec): 3 clusters
  Score: Raw -1195646.747516 + Penalty 2990.225548 = -1192656.521968
  nChanged 10
		SP:Iteration 22Q (104482.980000 sec): 3 clusters
  Score: Raw -1195653.335738 + Penalty 2990.225548 = -1192663.110189
  nChanged 10
		SP:Iteration 23Q (104483.180000 sec): 3 clusters
  Score: Raw -1195660.098186 + Penalty 2990.225548 = -1192669.872637
  nChanged 6
		SP:Iteration 24Q (104483.390000 sec): 3 clusters
  Score: Raw -1195664.834200 + Penalty 2990.225548 = -1192674.608652
  nChanged 6
		SP:Iteration 25Q (104483.580000 sec): 3 clusters
  Score: Raw -1195671.757196 + Penalty 2990.225548 = -1192681.531647
  nChanged 6
		SP:Iteration 26Q (104483.800000 sec): 3 clusters
  Score: Raw -1195675.555604 + Penalty 2990.225548 = -1192685.330055
  nChanged 2
		SP:Iteration 27Q (104484.040000 sec): 3 clusters
  Score: Raw -1195677.034974 + Penalty 2990.225548 = -1192686.809425
  nChanged 2
		SP:Iteration 28Q (104484.230000 sec): 3 clusters
  Score: Raw -1195678.928327 + Penalty 2990.225548 = -1192688.702779
  nChanged 2
		SP:Iteration 29Q (104484.440000 sec): 3 clusters
  Score: Raw -1195680.465635 + Penalty 2990.225548 = -1192690.240086
  nChanged 3
		SP:Iteration 30Q (104484.660000 sec): 3 clusters
  Score: Raw -1195682.622237 + Penalty 2990.225548 = -1192692.396688
  nChanged 2
		SP:Iteration 31Q (104484.860000 sec): 3 clusters
  Score: Raw -1195683.519181 + Penalty 2990.225548 = -1192693.293633
  nChanged 1
		SP:Iteration 32Q (104485.080000 sec): 3 clusters
  Score: Raw -1195684.037436 + Penalty 2990.225548 = -1192693.811888
  nChanged 0
		SP:Iteration 33F (104485.330000 sec): 3 clusters
  Score: Raw -1195684.037436 + Penalty 2990.225548 = -1192693.811888
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104485.570000 sec): 2 clusters
  Score: Raw -2911974.118816 + Penalty 1641.436742 = -2910332.682074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104485.790000 sec): 3 clusters
  Score: Raw -2897089.667988 + Penalty 3282.873483 = -2893806.794505
  nChanged 11068
		SP:Iteration 1F (104486.070000 sec): 3 clusters
  Score: Raw -2903725.282526 + Penalty 3282.873483 = -2900442.409042
  nChanged 1581
		SP:Iteration 2F (104486.340000 sec): 3 clusters
  Score: Raw -2904583.478360 + Penalty 3282.873483 = -2901300.604877
  nChanged 1775
		SP:Iteration 3F (104486.590000 sec): 3 clusters
  Score: Raw -2905743.053976 + Penalty 3282.873483 = -2902460.180492
  nChanged 1863
		SP:Iteration 4F (104486.890000 sec): 3 clusters
  Score: Raw -2906967.064300 + Penalty 3282.873483 = -2903684.190817
  nChanged 1650
		SP:Iteration 5F (104487.150000 sec): 3 clusters
  Score: Raw -2907980.100874 + Penalty 3282.873483 = -2904697.227391
  nChanged 1279
		SP:Iteration 6F (104487.430000 sec): 3 clusters
  Score: Raw -2908713.801283 + Penalty 3282.873483 = -2905430.927799
  nChanged 928
		SP:Iteration 7Q (104487.730000 sec): 3 clusters
  Score: Raw -2909213.207126 + Penalty 3282.873483 = -2905930.333643
  nChanged 742
		SP:Iteration 8Q (104488.000000 sec): 3 clusters
  Score: Raw -2909664.976331 + Penalty 3282.873483 = -2906382.102847
  nChanged 593
		SP:Iteration 9Q (104488.290000 sec): 3 clusters
  Score: Raw -2910076.961772 + Penalty 3282.873483 = -2906794.088289
  nChanged 514
		SP:Iteration 10Q (104488.570000 sec): 3 clusters
  Score: Raw -2910423.920966 + Penalty 3282.873483 = -2907141.047483
  nChanged 455
		SP:Iteration 11Q (104488.850000 sec): 3 clusters
  Score: Raw -2910659.266836 + Penalty 3282.873483 = -2907376.393352
  nChanged 355
		SP:Iteration 12Q (104489.090000 sec): 3 clusters
  Score: Raw -2910815.298609 + Penalty 3282.873483 = -2907532.425126
  nChanged 304
		SP:Iteration 13Q (104489.350000 sec): 3 clusters
  Score: Raw -2910944.365333 + Penalty 3282.873483 = -2907661.491849
  nChanged 257
		SP:Iteration 14Q (104489.610000 sec): 3 clusters
  Score: Raw -2911042.796854 + Penalty 3282.873483 = -2907759.923371
  nChanged 230
		SP:Iteration 15Q (104489.940000 sec): 3 clusters
  Score: Raw -2911122.083622 + Penalty 3282.873483 = -2907839.210139
  nChanged 206
		SP:Iteration 16Q (104490.230000 sec): 3 clusters
  Score: Raw -2911191.292862 + Penalty 3282.873483 = -2907908.419379
  nChanged 207
		SP:Iteration 17Q (104490.490000 sec): 3 clusters
  Score: Raw -2911258.697606 + Penalty 3282.873483 = -2907975.824122
  nChanged 192
		SP:Iteration 18Q (104490.770000 sec): 3 clusters
  Score: Raw -2911310.679458 + Penalty 3282.873483 = -2908027.805974
  nChanged 150
		SP:Iteration 19Q (104491.060000 sec): 3 clusters
  Score: Raw -2911350.128050 + Penalty 3282.873483 = -2908067.254567
  nChanged 160
		SP:Iteration 20F (104491.350000 sec): 3 clusters
  Score: Raw -2911392.721416 + Penalty 3282.873483 = -2908109.847933
  nChanged 164
		SP:Iteration 21Q (104491.610000 sec): 3 clusters
  Score: Raw -2911441.354276 + Penalty 3282.873483 = -2908158.480792
  nChanged 150
		SP:Iteration 22Q (104491.880000 sec): 3 clusters
  Score: Raw -2911485.339583 + Penalty 3282.873483 = -2908202.466100
  nChanged 141
		SP:Iteration 23Q (104492.160000 sec): 3 clusters
  Score: Raw -2911527.735190 + Penalty 3282.873483 = -2908244.861707
  nChanged 116
		SP:Iteration 24Q (104492.460000 sec): 3 clusters
  Score: Raw -2911559.560487 + Penalty 3282.873483 = -2908276.687003
  nChanged 101
		SP:Iteration 25Q (104492.750000 sec): 3 clusters
  Score: Raw -2911584.969611 + Penalty 3282.873483 = -2908302.096128
  nChanged 97
		SP:Iteration 26Q (104493.030000 sec): 3 clusters
  Score: Raw -2911610.526007 + Penalty 3282.873483 = -2908327.652524
  nChanged 79
		SP:Iteration 27Q (104493.300000 sec): 3 clusters
  Score: Raw -2911635.764565 + Penalty 3282.873483 = -2908352.891082
  nChanged 83
		SP:Iteration 28Q (104493.590000 sec): 3 clusters
  Score: Raw -2911661.850376 + Penalty 3282.873483 = -2908378.976893
  nChanged 79
		SP:Iteration 29Q (104493.890000 sec): 3 clusters
  Score: Raw -2911689.172772 + Penalty 3282.873483 = -2908406.299289
  nChanged 81
		SP:Iteration 30Q (104494.150000 sec): 3 clusters
  Score: Raw -2911711.793429 + Penalty 3282.873483 = -2908428.919945
  nChanged 75
		SP:Iteration 31Q (104494.450000 sec): 3 clusters
  Score: Raw -2911731.634571 + Penalty 3282.873483 = -2908448.761088
  nChanged 65
		SP:Iteration 32Q (104494.720000 sec): 3 clusters
  Score: Raw -2911748.715332 + Penalty 3282.873483 = -2908465.841849
  nChanged 57
		SP:Iteration 33Q (104494.990000 sec): 3 clusters
  Score: Raw -2911765.799448 + Penalty 3282.873483 = -2908482.925964
  nChanged 50
		SP:Iteration 34Q (104495.270000 sec): 3 clusters
  Score: Raw -2911779.194734 + Penalty 3282.873483 = -2908496.321251
  nChanged 44
		SP:Iteration 35Q (104495.540000 sec): 3 clusters
  Score: Raw -2911791.126092 + Penalty 3282.873483 = -2908508.252609
  nChanged 42
		SP:Iteration 36Q (104495.830000 sec): 3 clusters
  Score: Raw -2911803.425939 + Penalty 3282.873483 = -2908520.552456
  nChanged 47
		SP:Iteration 37Q (104496.160000 sec): 3 clusters
  Score: Raw -2911816.883343 + Penalty 3282.873483 = -2908534.009859
  nChanged 57
		SP:Iteration 38Q (104496.460000 sec): 3 clusters
  Score: Raw -2911831.765547 + Penalty 3282.873483 = -2908548.892064
  nChanged 55
		SP:Iteration 39Q (104496.700000 sec): 3 clusters
  Score: Raw -2911851.245136 + Penalty 3282.873483 = -2908568.371653
  nChanged 65
		SP:Iteration 40F (104496.990000 sec): 3 clusters
  Score: Raw -2911880.632345 + Penalty 3282.873483 = -2908597.758861
  nChanged 64
		SP:Iteration 41Q (104497.310000 sec): 3 clusters
  Score: Raw -2911902.332105 + Penalty 3282.873483 = -2908619.458621
  nChanged 55
		SP:Iteration 42Q (104497.600000 sec): 3 clusters
  Score: Raw -2911923.161672 + Penalty 3282.873483 = -2908640.288189
  nChanged 55
		SP:Iteration 43Q (104497.880000 sec): 3 clusters
  Score: Raw -2911945.312948 + Penalty 3282.873483 = -2908662.439464
  nChanged 62
		SP:Iteration 44Q (104498.110000 sec): 3 clusters
  Score: Raw -2911966.482684 + Penalty 3282.873483 = -2908683.609201
  nChanged 47
		SP:Iteration 45Q (104498.390000 sec): 3 clusters
  Score: Raw -2911984.493659 + Penalty 3282.873483 = -2908701.620175
  nChanged 47
		SP:Iteration 46Q (104498.710000 sec): 3 clusters
  Score: Raw -2912002.712861 + Penalty 3282.873483 = -2908719.839378
  nChanged 43
		SP:Iteration 47Q (104498.970000 sec): 3 clusters
  Score: Raw -2912020.332157 + Penalty 3282.873483 = -2908737.458674
  nChanged 47
		SP:Iteration 48Q (104499.280000 sec): 3 clusters
  Score: Raw -2912039.594225 + Penalty 3282.873483 = -2908756.720742
  nChanged 38
		SP:Iteration 49Q (104499.580000 sec): 3 clusters
  Score: Raw -2912053.023648 + Penalty 3282.873483 = -2908770.150164
  nChanged 29
		SP:Iteration 50Q (104499.850000 sec): 3 clusters
  Score: Raw -2912065.599556 + Penalty 3282.873483 = -2908782.726072
  nChanged 28
		SP:Iteration 51Q (104500.120000 sec): 3 clusters
  Score: Raw -2912075.692300 + Penalty 3282.873483 = -2908792.818817
  nChanged 24
		SP:Iteration 52Q (104500.410000 sec): 3 clusters
  Score: Raw -2912083.360014 + Penalty 3282.873483 = -2908800.486530
  nChanged 19
		SP:Iteration 53Q (104500.640000 sec): 3 clusters
  Score: Raw -2912089.164224 + Penalty 3282.873483 = -2908806.290740
  nChanged 17
		SP:Iteration 54Q (104500.890000 sec): 3 clusters
  Score: Raw -2912095.596305 + Penalty 3282.873483 = -2908812.722822
  nChanged 17
		SP:Iteration 55Q (104501.190000 sec): 3 clusters
  Score: Raw -2912102.429658 + Penalty 3282.873483 = -2908819.556175
  nChanged 17
		SP:Iteration 56Q (104501.460000 sec): 3 clusters
  Score: Raw -2912108.385058 + Penalty 3282.873483 = -2908825.511574
  nChanged 25
		SP:Iteration 57Q (104501.700000 sec): 3 clusters
  Score: Raw -2912116.888115 + Penalty 3282.873483 = -2908834.014632
  nChanged 22
		SP:Iteration 58Q (104501.970000 sec): 3 clusters
  Score: Raw -2912124.181630 + Penalty 3282.873483 = -2908841.308147
  nChanged 24
		SP:Iteration 59Q (104502.250000 sec): 3 clusters
  Score: Raw -2912132.750712 + Penalty 3282.873483 = -2908849.877228
  nChanged 19
		SP:Iteration 60F (104502.530000 sec): 3 clusters
  Score: Raw -2912141.077682 + Penalty 3282.873483 = -2908858.204198
  nChanged 28
		SP:Iteration 61Q (104502.790000 sec): 3 clusters
  Score: Raw -2912151.059124 + Penalty 3282.873483 = -2908868.185640
  nChanged 16
		SP:Iteration 62Q (104503.120000 sec): 3 clusters
  Score: Raw -2912157.379649 + Penalty 3282.873483 = -2908874.506165
  nChanged 20
		SP:Iteration 63Q (104503.390000 sec): 3 clusters
  Score: Raw -2912164.945504 + Penalty 3282.873483 = -2908882.072020
  nChanged 22
		SP:Iteration 64Q (104503.670000 sec): 3 clusters
  Score: Raw -2912171.619285 + Penalty 3282.873483 = -2908888.745802
  nChanged 13
		SP:Iteration 65Q (104503.950000 sec): 3 clusters
  Score: Raw -2912176.808321 + Penalty 3282.873483 = -2908893.934837
  nChanged 11
		SP:Iteration 66Q (104504.210000 sec): 3 clusters
  Score: Raw -2912181.897641 + Penalty 3282.873483 = -2908899.024157
  nChanged 13
		SP:Iteration 67Q (104504.450000 sec): 3 clusters
  Score: Raw -2912188.113175 + Penalty 3282.873483 = -2908905.239691
  nChanged 7
		SP:Iteration 68Q (104504.720000 sec): 3 clusters
  Score: Raw -2912191.218231 + Penalty 3282.873483 = -2908908.344748
  nChanged 10
		SP:Iteration 69Q (104505.010000 sec): 3 clusters
  Score: Raw -2912194.970543 + Penalty 3282.873483 = -2908912.097059
  nChanged 6
		SP:Iteration 70Q (104505.280000 sec): 3 clusters
  Score: Raw -2912197.488550 + Penalty 3282.873483 = -2908914.615067
  nChanged 4
		SP:Iteration 71Q (104505.570000 sec): 3 clusters
  Score: Raw -2912200.108333 + Penalty 3282.873483 = -2908917.234850
  nChanged 5
		SP:Iteration 72Q (104505.810000 sec): 3 clusters
  Score: Raw -2912203.350615 + Penalty 3282.873483 = -2908920.477132
  nChanged 6
		SP:Iteration 73Q (104506.080000 sec): 3 clusters
  Score: Raw -2912205.097880 + Penalty 3282.873483 = -2908922.224397
  nChanged 2
		SP:Iteration 74Q (104506.380000 sec): 3 clusters
  Score: Raw -2912205.409237 + Penalty 3282.873483 = -2908922.535754
  nChanged 0
		SP:Iteration 75F (104506.620000 sec): 3 clusters
  Score: Raw -2912205.409237 + Penalty 3282.873483 = -2908922.535754
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (6190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104506.750000 sec): 2 clusters
  Score: Raw -772241.781595 + Penalty 1418.737184 = -770823.044411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104506.990000 sec): 3 clusters
  Score: Raw -768936.670478 + Penalty 2837.474369 = -766099.196109
  nChanged 2489
		SP:Iteration 1F (104507.170000 sec): 3 clusters
  Score: Raw -770239.408286 + Penalty 2837.474369 = -767401.933917
  nChanged 420
		SP:Iteration 2F (104507.370000 sec): 3 clusters
  Score: Raw -770449.458377 + Penalty 2837.474369 = -767611.984008
  nChanged 355
		SP:Iteration 3F (104507.570000 sec): 3 clusters
  Score: Raw -770621.680112 + Penalty 2837.474369 = -767784.205743
  nChanged 298
		SP:Iteration 4Q (104507.780000 sec): 3 clusters
  Score: Raw -770779.380885 + Penalty 2837.474369 = -767941.906517
  nChanged 289
		SP:Iteration 5Q (104507.970000 sec): 3 clusters
  Score: Raw -770930.114851 + Penalty 2837.474369 = -768092.640482
  nChanged 256
		SP:Iteration 6Q (104508.180000 sec): 3 clusters
  Score: Raw -771056.254595 + Penalty 2837.474369 = -768218.780226
  nChanged 243
		SP:Iteration 7Q (104508.370000 sec): 3 clusters
  Score: Raw -771185.638828 + Penalty 2837.474369 = -768348.164459
  nChanged 222
		SP:Iteration 8Q (104508.580000 sec): 3 clusters
  Score: Raw -771318.032058 + Penalty 2837.474369 = -768480.557690
  nChanged 207
		SP:Iteration 9Q (104508.790000 sec): 3 clusters
  Score: Raw -771440.864886 + Penalty 2837.474369 = -768603.390518
  nChanged 219
		SP:Iteration 10Q (104508.990000 sec): 3 clusters
  Score: Raw -771576.324323 + Penalty 2837.474369 = -768738.849954
  nChanged 212
		SP:Iteration 11Q (104509.200000 sec): 3 clusters
  Score: Raw -771696.510234 + Penalty 2837.474369 = -768859.035865
  nChanged 185
		SP:Iteration 12Q (104509.430000 sec): 3 clusters
  Score: Raw -771786.626009 + Penalty 2837.474369 = -768949.151640
  nChanged 151
		SP:Iteration 13Q (104509.610000 sec): 3 clusters
  Score: Raw -771859.882864 + Penalty 2837.474369 = -769022.408495
  nChanged 154
		SP:Iteration 14Q (104509.830000 sec): 3 clusters
  Score: Raw -771924.640273 + Penalty 2837.474369 = -769087.165904
  nChanged 128
		SP:Iteration 15Q (104510.050000 sec): 3 clusters
  Score: Raw -771972.845450 + Penalty 2837.474369 = -769135.371081
  nChanged 103
		SP:Iteration 16Q (104510.240000 sec): 3 clusters
  Score: Raw -772011.073081 + Penalty 2837.474369 = -769173.598712
  nChanged 91
		SP:Iteration 17Q (104510.400000 sec): 3 clusters
  Score: Raw -772036.272386 + Penalty 2837.474369 = -769198.798017
  nChanged 72
		SP:Iteration 18Q (104510.630000 sec): 3 clusters
  Score: Raw -772055.955469 + Penalty 2837.474369 = -769218.481100
  nChanged 50
		SP:Iteration 19Q (104510.820000 sec): 3 clusters
  Score: Raw -772069.752422 + Penalty 2837.474369 = -769232.278053
  nChanged 41
		SP:Iteration 20F (104511.010000 sec): 3 clusters
  Score: Raw -772080.136608 + Penalty 2837.474369 = -769242.662239
  nChanged 41
		SP:Iteration 21Q (104511.210000 sec): 3 clusters
  Score: Raw -772088.655361 + Penalty 2837.474369 = -769251.180992
  nChanged 30
		SP:Iteration 22Q (104511.430000 sec): 3 clusters
  Score: Raw -772095.344081 + Penalty 2837.474369 = -769257.869712
  nChanged 29
		SP:Iteration 23Q (104511.610000 sec): 3 clusters
  Score: Raw -772100.946039 + Penalty 2837.474369 = -769263.471670
  nChanged 21
		SP:Iteration 24Q (104511.810000 sec): 3 clusters
  Score: Raw -772105.865123 + Penalty 2837.474369 = -769268.390754
  nChanged 27
		SP:Iteration 25Q (104512.010000 sec): 3 clusters
  Score: Raw -772112.443577 + Penalty 2837.474369 = -769274.969208
  nChanged 27
		SP:Iteration 26Q (104512.240000 sec): 3 clusters
  Score: Raw -772117.759976 + Penalty 2837.474369 = -769280.285607
  nChanged 20
		SP:Iteration 27Q (104512.420000 sec): 3 clusters
  Score: Raw -772121.269247 + Penalty 2837.474369 = -769283.794878
  nChanged 17
		SP:Iteration 28Q (104512.610000 sec): 3 clusters
  Score: Raw -772124.473105 + Penalty 2837.474369 = -769286.998736
  nChanged 22
		SP:Iteration 29Q (104512.800000 sec): 3 clusters
  Score: Raw -772129.978847 + Penalty 2837.474369 = -769292.504478
  nChanged 24
		SP:Iteration 30Q (104513.030000 sec): 3 clusters
  Score: Raw -772134.733075 + Penalty 2837.474369 = -769297.258706
  nChanged 21
		SP:Iteration 31Q (104513.190000 sec): 3 clusters
  Score: Raw -772138.546502 + Penalty 2837.474369 = -769301.072133
  nChanged 19
		SP:Iteration 32Q (104513.420000 sec): 3 clusters
  Score: Raw -772142.106534 + Penalty 2837.474369 = -769304.632165
  nChanged 27
		SP:Iteration 33Q (104513.610000 sec): 3 clusters
  Score: Raw -772147.731233 + Penalty 2837.474369 = -769310.256864
  nChanged 31
		SP:Iteration 34Q (104513.800000 sec): 3 clusters
  Score: Raw -772154.633164 + Penalty 2837.474369 = -769317.158796
  nChanged 27
		SP:Iteration 35Q (104514.000000 sec): 3 clusters
  Score: Raw -772160.890471 + Penalty 2837.474369 = -769323.416102
  nChanged 25
		SP:Iteration 36Q (104514.230000 sec): 3 clusters
  Score: Raw -772165.460574 + Penalty 2837.474369 = -769327.986205
  nChanged 18
		SP:Iteration 37Q (104514.410000 sec): 3 clusters
  Score: Raw -772169.212488 + Penalty 2837.474369 = -769331.738119
  nChanged 26
		SP:Iteration 38Q (104514.560000 sec): 3 clusters
  Score: Raw -772174.782928 + Penalty 2837.474369 = -769337.308560
  nChanged 25
		SP:Iteration 39Q (104514.770000 sec): 3 clusters
  Score: Raw -772180.541211 + Penalty 2837.474369 = -769343.066843
  nChanged 19
		SP:Iteration 40F (104514.970000 sec): 3 clusters
  Score: Raw -772184.772420 + Penalty 2837.474369 = -769347.298051
  nChanged 20
		SP:Iteration 41Q (104515.180000 sec): 3 clusters
  Score: Raw -772188.985365 + Penalty 2837.474369 = -769351.510996
  nChanged 24
		SP:Iteration 42Q (104515.380000 sec): 3 clusters
  Score: Raw -772194.101359 + Penalty 2837.474369 = -769356.626990
  nChanged 23
		SP:Iteration 43Q (104515.570000 sec): 3 clusters
  Score: Raw -772198.425716 + Penalty 2837.474369 = -769360.951347
  nChanged 17
		SP:Iteration 44Q (104515.770000 sec): 3 clusters
  Score: Raw -772202.535904 + Penalty 2837.474369 = -769365.061535
  nChanged 19
		SP:Iteration 45Q (104515.980000 sec): 3 clusters
  Score: Raw -772206.449114 + Penalty 2837.474369 = -769368.974745
  nChanged 15
		SP:Iteration 46Q (104516.170000 sec): 3 clusters
  Score: Raw -772209.908984 + Penalty 2837.474369 = -769372.434615
  nChanged 18
		SP:Iteration 47Q (104516.360000 sec): 3 clusters
  Score: Raw -772213.381473 + Penalty 2837.474369 = -769375.907104
  nChanged 19
		SP:Iteration 48Q (104516.550000 sec): 3 clusters
  Score: Raw -772216.493636 + Penalty 2837.474369 = -769379.019267
  nChanged 15
		SP:Iteration 49Q (104516.790000 sec): 3 clusters
  Score: Raw -772218.980537 + Penalty 2837.474369 = -769381.506168
  nChanged 10
		SP:Iteration 50Q (104516.990000 sec): 3 clusters
  Score: Raw -772221.125903 + Penalty 2837.474369 = -769383.651534
  nChanged 17
		SP:Iteration 51Q (104517.140000 sec): 3 clusters
  Score: Raw -772224.358673 + Penalty 2837.474369 = -769386.884304
  nChanged 12
		SP:Iteration 52Q (104517.380000 sec): 3 clusters
  Score: Raw -772226.284987 + Penalty 2837.474369 = -769388.810618
  nChanged 16
		SP:Iteration 53Q (104517.570000 sec): 3 clusters
  Score: Raw -772229.453097 + Penalty 2837.474369 = -769391.978728
  nChanged 17
		SP:Iteration 54Q (104517.740000 sec): 3 clusters
  Score: Raw -772232.251827 + Penalty 2837.474369 = -769394.777458
  nChanged 12
		SP:Iteration 55Q (104517.920000 sec): 3 clusters
  Score: Raw -772234.510366 + Penalty 2837.474369 = -769397.035997
  nChanged 11
		SP:Iteration 56Q (104518.130000 sec): 3 clusters
  Score: Raw -772236.713571 + Penalty 2837.474369 = -769399.239202
  nChanged 14
		SP:Iteration 57Q (104518.340000 sec): 3 clusters
  Score: Raw -772239.916022 + Penalty 2837.474369 = -769402.441653
  nChanged 22
		SP:Iteration 58Q (104518.540000 sec): 3 clusters
  Score: Raw -772245.182281 + Penalty 2837.474369 = -769407.707912
  nChanged 14
		SP:Iteration 59Q (104518.730000 sec): 3 clusters
  Score: Raw -772248.544400 + Penalty 2837.474369 = -769411.070031
  nChanged 12
		SP:Iteration 60F (104518.910000 sec): 3 clusters
  Score: Raw -772251.139380 + Penalty 2837.474369 = -769413.665011
  nChanged 9
		SP:Iteration 61Q (104519.110000 sec): 3 clusters
  Score: Raw -772253.167539 + Penalty 2837.474369 = -769415.693171
  nChanged 14
		SP:Iteration 62Q (104519.340000 sec): 3 clusters
  Score: Raw -772255.601330 + Penalty 2837.474369 = -769418.126961
  nChanged 9
		SP:Iteration 63Q (104519.530000 sec): 3 clusters
  Score: Raw -772256.802018 + Penalty 2837.474369 = -769419.327649
  nChanged 10
		SP:Iteration 64Q (104519.740000 sec): 3 clusters
  Score: Raw -772259.155836 + Penalty 2837.474369 = -769421.681467
  nChanged 13
		SP:Iteration 65Q (104519.950000 sec): 3 clusters
  Score: Raw -772261.491329 + Penalty 2837.474369 = -769424.016961
  nChanged 13
		SP:Iteration 66Q (104520.130000 sec): 3 clusters
  Score: Raw -772264.167448 + Penalty 2837.474369 = -769426.693079
  nChanged 12
		SP:Iteration 67Q (104520.330000 sec): 3 clusters
  Score: Raw -772266.798200 + Penalty 2837.474369 = -769429.323831
  nChanged 16
		SP:Iteration 68Q (104520.510000 sec): 3 clusters
  Score: Raw -772270.973715 + Penalty 2837.474369 = -769433.499346
  nChanged 17
		SP:Iteration 69Q (104520.680000 sec): 3 clusters
  Score: Raw -772274.878891 + Penalty 2837.474369 = -769437.404522
  nChanged 10
		SP:Iteration 70Q (104520.860000 sec): 3 clusters
  Score: Raw -772276.899574 + Penalty 2837.474369 = -769439.425205
  nChanged 10
		SP:Iteration 71Q (104521.050000 sec): 3 clusters
  Score: Raw -772278.193712 + Penalty 2837.474369 = -769440.719343
  nChanged 6
		SP:Iteration 72Q (104521.270000 sec): 3 clusters
  Score: Raw -772279.175087 + Penalty 2837.474369 = -769441.700718
  nChanged 5
		SP:Iteration 73Q (104521.460000 sec): 3 clusters
  Score: Raw -772280.183591 + Penalty 2837.474369 = -769442.709222
  nChanged 5
		SP:Iteration 74Q (104521.670000 sec): 3 clusters
  Score: Raw -772280.940158 + Penalty 2837.474369 = -769443.465789
  nChanged 4
		SP:Iteration 75Q (104521.840000 sec): 3 clusters
  Score: Raw -772281.612536 + Penalty 2837.474369 = -769444.138167
  nChanged 3
		SP:Iteration 76Q (104522.060000 sec): 3 clusters
  Score: Raw -772282.039445 + Penalty 2837.474369 = -769444.565076
  nChanged 2
		SP:Iteration 77Q (104522.270000 sec): 3 clusters
  Score: Raw -772282.240789 + Penalty 2837.474369 = -769444.766420
  nChanged 1
		SP:Iteration 78Q (104522.440000 sec): 3 clusters
  Score: Raw -772282.423069 + Penalty 2837.474369 = -769444.948700
  nChanged 3
		SP:Iteration 79Q (104522.660000 sec): 3 clusters
  Score: Raw -772283.088372 + Penalty 2837.474369 = -769445.614003
  nChanged 4
		SP:Iteration 80F (104522.860000 sec): 3 clusters
  Score: Raw -772283.653743 + Penalty 2837.474369 = -769446.179374
  nChanged 4
		SP:Iteration 81Q (104523.080000 sec): 3 clusters
  Score: Raw -772284.155288 + Penalty 2837.474369 = -769446.680919
  nChanged 2
		SP:Iteration 82Q (104523.230000 sec): 3 clusters
  Score: Raw -772284.315175 + Penalty 2837.474369 = -769446.840806
  nChanged 1
		SP:Iteration 83Q (104523.410000 sec): 3 clusters
  Score: Raw -772284.514315 + Penalty 2837.474369 = -769447.039946
  nChanged 2
		SP:Iteration 84Q (104523.580000 sec): 3 clusters
  Score: Raw -772284.751031 + Penalty 2837.474369 = -769447.276663
  nChanged 1
		SP:Iteration 85Q (104523.770000 sec): 3 clusters
  Score: Raw -772284.865227 + Penalty 2837.474369 = -769447.390859
  nChanged 0
		SP:Iteration 86F (104523.960000 sec): 3 clusters
  Score: Raw -772284.865227 + Penalty 2837.474369 = -769447.390859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (2985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104524.050000 sec): 2 clusters
  Score: Raw -341339.612157 + Penalty 1300.220192 = -340039.391965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104524.240000 sec): 3 clusters
  Score: Raw -339948.655493 + Penalty 2600.440383 = -337348.215109
  nChanged 1119
		SP:Iteration 1F (104524.430000 sec): 3 clusters
  Score: Raw -340618.160490 + Penalty 2600.440383 = -338017.720107
  nChanged 230
		SP:Iteration 2F (104524.600000 sec): 3 clusters
  Score: Raw -340785.893723 + Penalty 2600.440383 = -338185.453340
  nChanged 170
		SP:Iteration 3F (104524.810000 sec): 3 clusters
  Score: Raw -340923.558440 + Penalty 2600.440383 = -338323.118057
  nChanged 143
		SP:Iteration 4Q (104524.990000 sec): 3 clusters
  Score: Raw -341027.129136 + Penalty 2600.440383 = -338426.688753
  nChanged 131
		SP:Iteration 5Q (104525.180000 sec): 3 clusters
  Score: Raw -341142.138465 + Penalty 2600.440383 = -338541.698082
  nChanged 125
		SP:Iteration 6Q (104525.370000 sec): 3 clusters
  Score: Raw -341266.764424 + Penalty 2600.440383 = -338666.324041
  nChanged 140
		SP:Iteration 7Q (104525.560000 sec): 3 clusters
  Score: Raw -341395.383479 + Penalty 2600.440383 = -338794.943096
  nChanged 117
		SP:Iteration 8Q (104525.720000 sec): 3 clusters
  Score: Raw -341488.987166 + Penalty 2600.440383 = -338888.546782
  nChanged 104
		SP:Iteration 9Q (104525.910000 sec): 3 clusters
  Score: Raw -341548.325985 + Penalty 2600.440383 = -338947.885602
  nChanged 65
		SP:Iteration 10Q (104526.160000 sec): 3 clusters
  Score: Raw -341581.298428 + Penalty 2600.440383 = -338980.858044
  nChanged 53
		SP:Iteration 11Q (104526.300000 sec): 3 clusters
  Score: Raw -341611.257408 + Penalty 2600.440383 = -339010.817025
  nChanged 52
		SP:Iteration 12Q (104526.510000 sec): 3 clusters
  Score: Raw -341636.611223 + Penalty 2600.440383 = -339036.170839
  nChanged 40
		SP:Iteration 13Q (104526.660000 sec): 3 clusters
  Score: Raw -341661.623295 + Penalty 2600.440383 = -339061.182912
  nChanged 44
		SP:Iteration 14Q (104526.910000 sec): 3 clusters
  Score: Raw -341686.300345 + Penalty 2600.440383 = -339085.859962
  nChanged 33
		SP:Iteration 15Q (104527.060000 sec): 3 clusters
  Score: Raw -341699.688252 + Penalty 2600.440383 = -339099.247868
  nChanged 22
		SP:Iteration 16Q (104527.270000 sec): 3 clusters
  Score: Raw -341711.753104 + Penalty 2600.440383 = -339111.312720
  nChanged 16
		SP:Iteration 17Q (104527.440000 sec): 3 clusters
  Score: Raw -341718.206248 + Penalty 2600.440383 = -339117.765865
  nChanged 11
		SP:Iteration 18Q (104527.620000 sec): 3 clusters
  Score: Raw -341722.126323 + Penalty 2600.440383 = -339121.685939
  nChanged 8
		SP:Iteration 19Q (104527.820000 sec): 3 clusters
  Score: Raw -341726.510474 + Penalty 2600.440383 = -339126.070091
  nChanged 10
		SP:Iteration 20F (104528.010000 sec): 3 clusters
  Score: Raw -341731.055066 + Penalty 2600.440383 = -339130.614682
  nChanged 8
		SP:Iteration 21Q (104528.180000 sec): 3 clusters
  Score: Raw -341735.768350 + Penalty 2600.440383 = -339135.327967
  nChanged 12
		SP:Iteration 22Q (104528.380000 sec): 3 clusters
  Score: Raw -341741.392666 + Penalty 2600.440383 = -339140.952282
  nChanged 5
		SP:Iteration 23Q (104528.580000 sec): 3 clusters
  Score: Raw -341743.200742 + Penalty 2600.440383 = -339142.760359
  nChanged 2
		SP:Iteration 24Q (104528.750000 sec): 3 clusters
  Score: Raw -341743.786645 + Penalty 2600.440383 = -339143.346262
  nChanged 1
		SP:Iteration 25Q (104528.930000 sec): 3 clusters
  Score: Raw -341743.984335 + Penalty 2600.440383 = -339143.543952
  nChanged 0
		SP:Iteration 26F (104529.150000 sec): 3 clusters
  Score: Raw -341743.984335 + Penalty 2600.440383 = -339143.543952
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 14 (1367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104529.230000 sec): 2 clusters
  Score: Raw -162292.959274 + Penalty 1173.310748 = -161119.648525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104529.450000 sec): 3 clusters
  Score: Raw -161820.011388 + Penalty 2346.621497 = -159473.389891
  nChanged 399
		SP:Iteration 1F (104529.610000 sec): 3 clusters
  Score: Raw -162114.953694 + Penalty 2346.621497 = -159768.332197
  nChanged 109
		SP:Iteration 2F (104529.780000 sec): 3 clusters
  Score: Raw -162222.935257 + Penalty 2346.621497 = -159876.313760
  nChanged 61
		SP:Iteration 3Q (104529.980000 sec): 3 clusters
  Score: Raw -162270.825441 + Penalty 2346.621497 = -159924.203944
  nChanged 40
		SP:Iteration 4Q (104530.160000 sec): 3 clusters
  Score: Raw -162296.674403 + Penalty 2346.621497 = -159950.052906
  nChanged 24
		SP:Iteration 5Q (104530.350000 sec): 3 clusters
  Score: Raw -162311.333361 + Penalty 2346.621497 = -159964.711864
  nChanged 17
		SP:Iteration 6Q (104530.530000 sec): 3 clusters
  Score: Raw -162320.363114 + Penalty 2346.621497 = -159973.741618
  nChanged 11
		SP:Iteration 7Q (104530.730000 sec): 3 clusters
  Score: Raw -162325.312935 + Penalty 2346.621497 = -159978.691438
  nChanged 10
		SP:Iteration 8Q (104530.900000 sec): 3 clusters
  Score: Raw -162332.564283 + Penalty 2346.621497 = -159985.942786
  nChanged 12
		SP:Iteration 9Q (104531.060000 sec): 3 clusters
  Score: Raw -162339.316270 + Penalty 2346.621497 = -159992.694773
  nChanged 10
		SP:Iteration 10Q (104531.260000 sec): 3 clusters
  Score: Raw -162345.646011 + Penalty 2346.621497 = -159999.024514
  nChanged 13
		SP:Iteration 11Q (104531.440000 sec): 3 clusters
  Score: Raw -162354.465217 + Penalty 2346.621497 = -160007.843720
  nChanged 17
		SP:Iteration 12Q (104531.600000 sec): 3 clusters
  Score: Raw -162364.454008 + Penalty 2346.621497 = -160017.832511
  nChanged 15
		SP:Iteration 13Q (104531.780000 sec): 3 clusters
  Score: Raw -162375.695506 + Penalty 2346.621497 = -160029.074009
  nChanged 16
		SP:Iteration 14Q (104531.970000 sec): 3 clusters
  Score: Raw -162391.027320 + Penalty 2346.621497 = -160044.405823
  nChanged 22
		SP:Iteration 15Q (104532.150000 sec): 3 clusters
  Score: Raw -162414.823717 + Penalty 2346.621497 = -160068.202220
  nChanged 30
		SP:Iteration 16Q (104532.330000 sec): 3 clusters
  Score: Raw -162429.421868 + Penalty 2346.621497 = -160082.800371
  nChanged 17
		SP:Iteration 17Q (104532.540000 sec): 3 clusters
  Score: Raw -162442.696783 + Penalty 2346.621497 = -160096.075286
  nChanged 15
		SP:Iteration 18Q (104532.720000 sec): 3 clusters
  Score: Raw -162454.866149 + Penalty 2346.621497 = -160108.244652
  nChanged 12
		SP:Iteration 19Q (104532.890000 sec): 3 clusters
  Score: Raw -162468.058401 + Penalty 2346.621497 = -160121.436904
  nChanged 11
		SP:Iteration 20F (104533.050000 sec): 3 clusters
  Score: Raw -162481.731698 + Penalty 2346.621497 = -160135.110201
  nChanged 9
		SP:Iteration 21Q (104533.210000 sec): 3 clusters
  Score: Raw -162491.096978 + Penalty 2346.621497 = -160144.475482
  nChanged 15
		SP:Iteration 22Q (104533.390000 sec): 3 clusters
  Score: Raw -162502.425545 + Penalty 2346.621497 = -160155.804048
  nChanged 14
		SP:Iteration 23Q (104533.570000 sec): 3 clusters
  Score: Raw -162515.762203 + Penalty 2346.621497 = -160169.140706
  nChanged 14
		SP:Iteration 24Q (104533.760000 sec): 3 clusters
  Score: Raw -162529.169101 + Penalty 2346.621497 = -160182.547604
  nChanged 7
		SP:Iteration 25Q (104533.930000 sec): 3 clusters
  Score: Raw -162536.608137 + Penalty 2346.621497 = -160189.986641
  nChanged 6
		SP:Iteration 26Q (104534.120000 sec): 3 clusters
  Score: Raw -162540.022616 + Penalty 2346.621497 = -160193.401119
  nChanged 5
		SP:Iteration 27Q (104534.300000 sec): 3 clusters
  Score: Raw -162544.614820 + Penalty 2346.621497 = -160197.993323
  nChanged 6
		SP:Iteration 28Q (104534.490000 sec): 3 clusters
  Score: Raw -162551.227697 + Penalty 2346.621497 = -160204.606200
  nChanged 8
		SP:Iteration 29Q (104534.690000 sec): 3 clusters
  Score: Raw -162557.981507 + Penalty 2346.621497 = -160211.360010
  nChanged 6
		SP:Iteration 30Q (104534.840000 sec): 3 clusters
  Score: Raw -162560.548118 + Penalty 2346.621497 = -160213.926621
  nChanged 1
		SP:Iteration 31Q (104535.020000 sec): 3 clusters
  Score: Raw -162560.742585 + Penalty 2346.621497 = -160214.121089
  nChanged 0
		SP:Iteration 32F (104535.190000 sec): 3 clusters
  Score: Raw -162560.742585 + Penalty 2346.621497 = -160214.121089
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (1154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104535.310000 sec): 2 clusters
  Score: Raw -138703.210882 + Penalty 1145.785785 = -137557.425097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104535.470000 sec): 3 clusters
  Score: Raw -138287.754212 + Penalty 2291.571570 = -135996.182642
  nChanged 368
		SP:Iteration 1F (104535.640000 sec): 3 clusters
  Score: Raw -138614.827601 + Penalty 2291.571570 = -136323.256031
  nChanged 91
		SP:Iteration 2F (104535.830000 sec): 3 clusters
  Score: Raw -138708.785837 + Penalty 2291.571570 = -136417.214267
  nChanged 61
		SP:Iteration 3F (104536.000000 sec): 3 clusters
  Score: Raw -138802.238752 + Penalty 2291.571570 = -136510.667182
  nChanged 56
		SP:Iteration 4Q (104536.190000 sec): 3 clusters
  Score: Raw -138870.875075 + Penalty 2291.571570 = -136579.303505
  nChanged 42
		SP:Iteration 5Q (104536.330000 sec): 3 clusters
  Score: Raw -138928.353060 + Penalty 2291.571570 = -136636.781490
  nChanged 36
		SP:Iteration 6Q (104536.500000 sec): 3 clusters
  Score: Raw -138965.973318 + Penalty 2291.571570 = -136674.401748
  nChanged 27
		SP:Iteration 7Q (104536.690000 sec): 3 clusters
  Score: Raw -138990.992982 + Penalty 2291.571570 = -136699.421412
  nChanged 21
		SP:Iteration 8Q (104536.860000 sec): 3 clusters
  Score: Raw -139012.455743 + Penalty 2291.571570 = -136720.884173
  nChanged 11
		SP:Iteration 9Q (104537.050000 sec): 3 clusters
  Score: Raw -139025.032564 + Penalty 2291.571570 = -136733.460994
  nChanged 12
		SP:Iteration 10Q (104537.230000 sec): 3 clusters
  Score: Raw -139033.146657 + Penalty 2291.571570 = -136741.575087
  nChanged 10
		SP:Iteration 11Q (104537.400000 sec): 3 clusters
  Score: Raw -139042.251968 + Penalty 2291.571570 = -136750.680398
  nChanged 14
		SP:Iteration 12Q (104537.590000 sec): 3 clusters
  Score: Raw -139053.925536 + Penalty 2291.571570 = -136762.353966
  nChanged 13
		SP:Iteration 13Q (104537.760000 sec): 3 clusters
  Score: Raw -139071.598562 + Penalty 2291.571570 = -136780.026992
  nChanged 12
		SP:Iteration 14Q (104537.920000 sec): 3 clusters
  Score: Raw -139079.847950 + Penalty 2291.571570 = -136788.276380
  nChanged 10
		SP:Iteration 15Q (104538.130000 sec): 3 clusters
  Score: Raw -139087.096896 + Penalty 2291.571570 = -136795.525325
  nChanged 9
		SP:Iteration 16Q (104538.280000 sec): 3 clusters
  Score: Raw -139096.160899 + Penalty 2291.571570 = -136804.589328
  nChanged 8
		SP:Iteration 17Q (104538.440000 sec): 3 clusters
  Score: Raw -139103.782705 + Penalty 2291.571570 = -136812.211135
  nChanged 4
		SP:Iteration 18Q (104538.620000 sec): 3 clusters
  Score: Raw -139106.920695 + Penalty 2291.571570 = -136815.349124
  nChanged 0
		SP:Iteration 19F (104538.810000 sec): 3 clusters
  Score: Raw -139106.920695 + Penalty 2291.571570 = -136815.349124
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104538.900000 sec): 2 clusters
  Score: Raw -22619.713173 + Penalty 872.728680 = -21746.984494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104539.090000 sec): 3 clusters
  Score: Raw -22734.432209 + Penalty 1745.457359 = -20988.974850
  nChanged 42
		SP:Iteration 1F (104539.220000 sec): 3 clusters
  Score: Raw -22867.263564 + Penalty 1745.457359 = -21121.806205
  nChanged 7
		SP:Iteration 2Q (104539.410000 sec): 3 clusters
  Score: Raw -22894.988781 + Penalty 1745.457359 = -21149.531422
  nChanged 2
		SP:Iteration 3Q (104539.560000 sec): 3 clusters
  Score: Raw -22902.747424 + Penalty 1745.457359 = -21157.290064
  nChanged 1
		SP:Iteration 4Q (104539.760000 sec): 3 clusters
  Score: Raw -22905.927301 + Penalty 1745.457359 = -21160.469942
  nChanged 0
		SP:Iteration 5F (104539.880000 sec): 3 clusters
  Score: Raw -22905.927301 + Penalty 1745.457359 = -21160.469942
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104539.970000 sec): 2 clusters
  Score: Raw -103264.831343 + Penalty 1106.289428 = -102158.541914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104540.160000 sec): 3 clusters
  Score: Raw -103003.787466 + Penalty 2212.578857 = -100791.208610
  nChanged 294
		SP:Iteration 1F (104540.320000 sec): 3 clusters
  Score: Raw -103281.685621 + Penalty 2212.578857 = -101069.106764
  nChanged 64
		SP:Iteration 2F (104540.510000 sec): 3 clusters
  Score: Raw -103367.894999 + Penalty 2212.578857 = -101155.316142
  nChanged 42
		SP:Iteration 3Q (104540.680000 sec): 3 clusters
  Score: Raw -103425.891789 + Penalty 2212.578857 = -101213.312932
  nChanged 33
		SP:Iteration 4Q (104540.900000 sec): 3 clusters
  Score: Raw -103475.343654 + Penalty 2212.578857 = -101262.764797
  nChanged 31
		SP:Iteration 5Q (104541.040000 sec): 3 clusters
  Score: Raw -103531.008996 + Penalty 2212.578857 = -101318.430139
  nChanged 28
		SP:Iteration 6Q (104541.220000 sec): 3 clusters
  Score: Raw -103586.058593 + Penalty 2212.578857 = -101373.479736
  nChanged 21
		SP:Iteration 7Q (104541.420000 sec): 3 clusters
  Score: Raw -103627.558342 + Penalty 2212.578857 = -101414.979486
  nChanged 25
		SP:Iteration 8Q (104541.600000 sec): 3 clusters
  Score: Raw -103670.073235 + Penalty 2212.578857 = -101457.494379
  nChanged 18
		SP:Iteration 9Q (104541.760000 sec): 3 clusters
  Score: Raw -103696.152538 + Penalty 2212.578857 = -101483.573681
  nChanged 14
		SP:Iteration 10Q (104541.930000 sec): 3 clusters
  Score: Raw -103717.590129 + Penalty 2212.578857 = -101505.011272
  nChanged 6
		SP:Iteration 11Q (104542.080000 sec): 3 clusters
  Score: Raw -103726.229958 + Penalty 2212.578857 = -101513.651101
  nChanged 6
		SP:Iteration 12Q (104542.240000 sec): 3 clusters
  Score: Raw -103746.970850 + Penalty 2212.578857 = -101534.391993
  nChanged 13
		SP:Iteration 13Q (104542.440000 sec): 3 clusters
  Score: Raw -103771.284489 + Penalty 2212.578857 = -101558.705632
  nChanged 11
		SP:Iteration 14Q (104542.580000 sec): 3 clusters
  Score: Raw -103786.017020 + Penalty 2212.578857 = -101573.438163
  nChanged 11
		SP:Iteration 15Q (104542.760000 sec): 3 clusters
  Score: Raw -103807.900990 + Penalty 2212.578857 = -101595.322133
  nChanged 12
		SP:Iteration 16Q (104542.980000 sec): 3 clusters
  Score: Raw -103830.383633 + Penalty 2212.578857 = -101617.804776
  nChanged 12
		SP:Iteration 17Q (104543.140000 sec): 3 clusters
  Score: Raw -103850.203617 + Penalty 2212.578857 = -101637.624760
  nChanged 11
		SP:Iteration 18Q (104543.300000 sec): 3 clusters
  Score: Raw -103875.785776 + Penalty 2212.578857 = -101663.206920
  nChanged 15
		SP:Iteration 19Q (104543.520000 sec): 3 clusters
  Score: Raw -103902.069455 + Penalty 2212.578857 = -101689.490598
  nChanged 13
		SP:Iteration 20F (104543.700000 sec): 3 clusters
  Score: Raw -103918.762054 + Penalty 2212.578857 = -101706.183197
  nChanged 12
		SP:Iteration 21Q (104543.880000 sec): 3 clusters
  Score: Raw -103936.857773 + Penalty 2212.578857 = -101724.278916
  nChanged 15
		SP:Iteration 22Q (104544.060000 sec): 3 clusters
  Score: Raw -103960.336586 + Penalty 2212.578857 = -101747.757729
  nChanged 6
		SP:Iteration 23Q (104544.230000 sec): 3 clusters
  Score: Raw -103967.248286 + Penalty 2212.578857 = -101754.669429
  nChanged 8
		SP:Iteration 24Q (104544.400000 sec): 3 clusters
  Score: Raw -103975.826642 + Penalty 2212.578857 = -101763.247786
  nChanged 5
		SP:Iteration 25Q (104544.570000 sec): 3 clusters
  Score: Raw -103982.873880 + Penalty 2212.578857 = -101770.295023
  nChanged 3
		SP:Iteration 26Q (104544.730000 sec): 3 clusters
  Score: Raw -103987.098299 + Penalty 2212.578857 = -101774.519442
  nChanged 2
		SP:Iteration 27Q (104544.890000 sec): 3 clusters
  Score: Raw -103988.363614 + Penalty 2212.578857 = -101775.784758
  nChanged 1
		SP:Iteration 28Q (104545.040000 sec): 3 clusters
  Score: Raw -103990.037238 + Penalty 2212.578857 = -101777.458382
  nChanged 2
		SP:Iteration 29Q (104545.220000 sec): 3 clusters
  Score: Raw -103992.518122 + Penalty 2212.578857 = -101779.939266
  nChanged 3
		SP:Iteration 30Q (104545.400000 sec): 3 clusters
  Score: Raw -103999.040301 + Penalty 2212.578857 = -101786.461444
  nChanged 5
		SP:Iteration 31Q (104545.570000 sec): 3 clusters
  Score: Raw -104004.798186 + Penalty 2212.578857 = -101792.219329
  nChanged 6
		SP:Iteration 32Q (104545.710000 sec): 3 clusters
  Score: Raw -104011.555590 + Penalty 2212.578857 = -101798.976733
  nChanged 5
		SP:Iteration 33Q (104545.900000 sec): 3 clusters
  Score: Raw -104018.440846 + Penalty 2212.578857 = -101805.861989
  nChanged 7
		SP:Iteration 34Q (104546.100000 sec): 3 clusters
  Score: Raw -104031.774676 + Penalty 2212.578857 = -101819.195819
  nChanged 5
		SP:Iteration 35Q (104546.260000 sec): 3 clusters
  Score: Raw -104038.748716 + Penalty 2212.578857 = -101826.169859
  nChanged 2
		SP:Iteration 36Q (104546.430000 sec): 3 clusters
  Score: Raw -104041.753073 + Penalty 2212.578857 = -101829.174216
  nChanged 0
		SP:Iteration 37F (104546.600000 sec): 3 clusters
  Score: Raw -104041.753073 + Penalty 2212.578857 = -101829.174216
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 18 (5472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104546.680000 sec): 2 clusters
  Score: Raw -650251.822532 + Penalty 1398.702412 = -648853.120120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104546.900000 sec): 3 clusters
  Score: Raw -647325.486329 + Penalty 2797.404824 = -644528.081505
  nChanged 2286
		SP:Iteration 1F (104547.120000 sec): 3 clusters
  Score: Raw -648529.377298 + Penalty 2797.404824 = -645731.972474
  nChanged 355
		SP:Iteration 2F (104547.310000 sec): 3 clusters
  Score: Raw -648689.041610 + Penalty 2797.404824 = -645891.636786
  nChanged 254
		SP:Iteration 3Q (104547.460000 sec): 3 clusters
  Score: Raw -648815.553873 + Penalty 2797.404824 = -646018.149049
  nChanged 266
		SP:Iteration 4Q (104547.650000 sec): 3 clusters
  Score: Raw -648978.496813 + Penalty 2797.404824 = -646181.091988
  nChanged 257
		SP:Iteration 5Q (104547.850000 sec): 3 clusters
  Score: Raw -649133.755953 + Penalty 2797.404824 = -646336.351129
  nChanged 256
		SP:Iteration 6Q (104548.040000 sec): 3 clusters
  Score: Raw -649283.084810 + Penalty 2797.404824 = -646485.679986
  nChanged 212
		SP:Iteration 7Q (104548.230000 sec): 3 clusters
  Score: Raw -649403.307911 + Penalty 2797.404824 = -646605.903087
  nChanged 177
		SP:Iteration 8Q (104548.430000 sec): 3 clusters
  Score: Raw -649494.088332 + Penalty 2797.404824 = -646696.683508
  nChanged 142
		SP:Iteration 9Q (104548.620000 sec): 3 clusters
  Score: Raw -649561.694059 + Penalty 2797.404824 = -646764.289234
  nChanged 153
		SP:Iteration 10Q (104548.830000 sec): 3 clusters
  Score: Raw -649637.258247 + Penalty 2797.404824 = -646839.853423
  nChanged 153
		SP:Iteration 11Q (104549.050000 sec): 3 clusters
  Score: Raw -649710.155570 + Penalty 2797.404824 = -646912.750746
  nChanged 133
		SP:Iteration 12Q (104549.250000 sec): 3 clusters
  Score: Raw -649779.595067 + Penalty 2797.404824 = -646982.190242
  nChanged 135
		SP:Iteration 13Q (104549.430000 sec): 3 clusters
  Score: Raw -649855.132823 + Penalty 2797.404824 = -647057.727999
  nChanged 145
		SP:Iteration 14Q (104549.630000 sec): 3 clusters
  Score: Raw -649942.736593 + Penalty 2797.404824 = -647145.331769
  nChanged 134
		SP:Iteration 15Q (104549.830000 sec): 3 clusters
  Score: Raw -650012.589621 + Penalty 2797.404824 = -647215.184797
  nChanged 118
		SP:Iteration 16Q (104549.980000 sec): 3 clusters
  Score: Raw -650070.147925 + Penalty 2797.404824 = -647272.743101
  nChanged 109
		SP:Iteration 17Q (104550.210000 sec): 3 clusters
  Score: Raw -650120.706901 + Penalty 2797.404824 = -647323.302077
  nChanged 82
		SP:Iteration 18Q (104550.420000 sec): 3 clusters
  Score: Raw -650155.134175 + Penalty 2797.404824 = -647357.729351
  nChanged 75
		SP:Iteration 19Q (104550.600000 sec): 3 clusters
  Score: Raw -650185.629425 + Penalty 2797.404824 = -647388.224601
  nChanged 74
		SP:Iteration 20F (104550.760000 sec): 3 clusters
  Score: Raw -650224.375381 + Penalty 2797.404824 = -647426.970556
  nChanged 83
		SP:Iteration 21Q (104550.920000 sec): 3 clusters
  Score: Raw -650261.943661 + Penalty 2797.404824 = -647464.538837
  nChanged 75
		SP:Iteration 22Q (104551.130000 sec): 3 clusters
  Score: Raw -650303.803733 + Penalty 2797.404824 = -647506.398908
  nChanged 72
		SP:Iteration 23Q (104551.310000 sec): 3 clusters
  Score: Raw -650339.259296 + Penalty 2797.404824 = -647541.854471
  nChanged 56
		SP:Iteration 24Q (104551.500000 sec): 3 clusters
  Score: Raw -650364.525731 + Penalty 2797.404824 = -647567.120907
  nChanged 49
		SP:Iteration 25Q (104551.700000 sec): 3 clusters
  Score: Raw -650383.621358 + Penalty 2797.404824 = -647586.216534
  nChanged 43
		SP:Iteration 26Q (104551.870000 sec): 3 clusters
  Score: Raw -650402.480456 + Penalty 2797.404824 = -647605.075631
  nChanged 38
		SP:Iteration 27Q (104552.100000 sec): 3 clusters
  Score: Raw -650421.273429 + Penalty 2797.404824 = -647623.868604
  nChanged 44
		SP:Iteration 28Q (104552.260000 sec): 3 clusters
  Score: Raw -650441.999606 + Penalty 2797.404824 = -647644.594782
  nChanged 41
		SP:Iteration 29Q (104552.460000 sec): 3 clusters
  Score: Raw -650461.834399 + Penalty 2797.404824 = -647664.429575
  nChanged 43
		SP:Iteration 30Q (104552.660000 sec): 3 clusters
  Score: Raw -650482.035062 + Penalty 2797.404824 = -647684.630238
  nChanged 32
		SP:Iteration 31Q (104552.830000 sec): 3 clusters
  Score: Raw -650495.873455 + Penalty 2797.404824 = -647698.468631
  nChanged 26
		SP:Iteration 32Q (104553.020000 sec): 3 clusters
  Score: Raw -650511.115745 + Penalty 2797.404824 = -647713.710921
  nChanged 36
		SP:Iteration 33Q (104553.190000 sec): 3 clusters
  Score: Raw -650532.072452 + Penalty 2797.404824 = -647734.667627
  nChanged 36
		SP:Iteration 34Q (104553.400000 sec): 3 clusters
  Score: Raw -650548.277681 + Penalty 2797.404824 = -647750.872857
  nChanged 28
		SP:Iteration 35Q (104553.550000 sec): 3 clusters
  Score: Raw -650560.341267 + Penalty 2797.404824 = -647762.936443
  nChanged 23
		SP:Iteration 36Q (104553.720000 sec): 3 clusters
  Score: Raw -650568.565921 + Penalty 2797.404824 = -647771.161096
  nChanged 23
		SP:Iteration 37Q (104553.910000 sec): 3 clusters
  Score: Raw -650576.064923 + Penalty 2797.404824 = -647778.660098
  nChanged 13
		SP:Iteration 38Q (104554.110000 sec): 3 clusters
  Score: Raw -650578.923568 + Penalty 2797.404824 = -647781.518743
  nChanged 11
		SP:Iteration 39Q (104554.330000 sec): 3 clusters
  Score: Raw -650582.198204 + Penalty 2797.404824 = -647784.793380
  nChanged 6
		SP:Iteration 40F (104554.510000 sec): 3 clusters
  Score: Raw -650583.988274 + Penalty 2797.404824 = -647786.583450
  nChanged 7
		SP:Iteration 41Q (104554.690000 sec): 3 clusters
  Score: Raw -650586.799758 + Penalty 2797.404824 = -647789.394934
  nChanged 7
		SP:Iteration 42Q (104554.910000 sec): 3 clusters
  Score: Raw -650589.113459 + Penalty 2797.404824 = -647791.708635
  nChanged 3
		SP:Iteration 43Q (104555.080000 sec): 3 clusters
  Score: Raw -650590.686296 + Penalty 2797.404824 = -647793.281472
  nChanged 5
		SP:Iteration 44Q (104555.250000 sec): 3 clusters
  Score: Raw -650593.334337 + Penalty 2797.404824 = -647795.929513
  nChanged 7
		SP:Iteration 45Q (104555.470000 sec): 3 clusters
  Score: Raw -650597.483292 + Penalty 2797.404824 = -647800.078468
  nChanged 11
		SP:Iteration 46Q (104555.680000 sec): 3 clusters
  Score: Raw -650601.628286 + Penalty 2797.404824 = -647804.223461
  nChanged 12
		SP:Iteration 47Q (104555.850000 sec): 3 clusters
  Score: Raw -650609.405568 + Penalty 2797.404824 = -647812.000743
  nChanged 14
		SP:Iteration 48Q (104556.050000 sec): 3 clusters
  Score: Raw -650615.497687 + Penalty 2797.404824 = -647818.092863
  nChanged 9
		SP:Iteration 49Q (104556.210000 sec): 3 clusters
  Score: Raw -650617.261986 + Penalty 2797.404824 = -647819.857162
  nChanged 1
		SP:Iteration 50Q (104556.400000 sec): 3 clusters
  Score: Raw -650617.565055 + Penalty 2797.404824 = -647820.160230
  nChanged 1
		SP:Iteration 51Q (104556.600000 sec): 3 clusters
  Score: Raw -650617.770374 + Penalty 2797.404824 = -647820.365550
  nChanged 1
		SP:Iteration 52Q (104556.810000 sec): 3 clusters
  Score: Raw -650618.263180 + Penalty 2797.404824 = -647820.858356
  nChanged 3
		SP:Iteration 53Q (104557.000000 sec): 3 clusters
  Score: Raw -650619.782745 + Penalty 2797.404824 = -647822.377920
  nChanged 5
		SP:Iteration 54Q (104557.210000 sec): 3 clusters
  Score: Raw -650621.316567 + Penalty 2797.404824 = -647823.911743
  nChanged 1
		SP:Iteration 55Q (104557.370000 sec): 3 clusters
  Score: Raw -650621.441271 + Penalty 2797.404824 = -647824.036447
  nChanged 1
		SP:Iteration 56Q (104557.580000 sec): 3 clusters
  Score: Raw -650621.589737 + Penalty 2797.404824 = -647824.184913
  nChanged 1
		SP:Iteration 57Q (104557.780000 sec): 3 clusters
  Score: Raw -650621.887830 + Penalty 2797.404824 = -647824.483005
  nChanged 2
		SP:Iteration 58Q (104557.970000 sec): 3 clusters
  Score: Raw -650622.212555 + Penalty 2797.404824 = -647824.807731
  nChanged 2
		SP:Iteration 59Q (104558.140000 sec): 3 clusters
  Score: Raw -650623.207998 + Penalty 2797.404824 = -647825.803173
  nChanged 3
		SP:Iteration 60F (104558.320000 sec): 3 clusters
  Score: Raw -650624.177109 + Penalty 2797.404824 = -647826.772285
  nChanged 4
		SP:Iteration 61Q (104558.530000 sec): 3 clusters
  Score: Raw -650625.540273 + Penalty 2797.404824 = -647828.135448
  nChanged 0
		SP:Iteration 62F (104558.720000 sec): 3 clusters
  Score: Raw -650625.540273 + Penalty 2797.404824 = -647828.135448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (5491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104558.800000 sec): 2 clusters
  Score: Raw -665359.092964 + Penalty 1399.265671 = -663959.827293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104559.010000 sec): 3 clusters
  Score: Raw -662489.712666 + Penalty 2798.531342 = -659691.181324
  nChanged 2257
		SP:Iteration 1F (104559.230000 sec): 3 clusters
  Score: Raw -663746.891140 + Penalty 2798.531342 = -660948.359798
  nChanged 392
		SP:Iteration 2F (104559.410000 sec): 3 clusters
  Score: Raw -663953.809683 + Penalty 2798.531342 = -661155.278341
  nChanged 315
		SP:Iteration 3F (104559.620000 sec): 3 clusters
  Score: Raw -664112.820634 + Penalty 2798.531342 = -661314.289292
  nChanged 264
		SP:Iteration 4Q (104559.820000 sec): 3 clusters
  Score: Raw -664253.961685 + Penalty 2798.531342 = -661455.430343
  nChanged 231
		SP:Iteration 5Q (104559.990000 sec): 3 clusters
  Score: Raw -664373.582773 + Penalty 2798.531342 = -661575.051431
  nChanged 229
		SP:Iteration 6Q (104560.160000 sec): 3 clusters
  Score: Raw -664500.749615 + Penalty 2798.531342 = -661702.218273
  nChanged 202
		SP:Iteration 7Q (104560.380000 sec): 3 clusters
  Score: Raw -664609.649238 + Penalty 2798.531342 = -661811.117896
  nChanged 203
		SP:Iteration 8Q (104560.590000 sec): 3 clusters
  Score: Raw -664718.702229 + Penalty 2798.531342 = -661920.170887
  nChanged 204
		SP:Iteration 9Q (104560.790000 sec): 3 clusters
  Score: Raw -664850.590110 + Penalty 2798.531342 = -662052.058768
  nChanged 187
		SP:Iteration 10Q (104560.980000 sec): 3 clusters
  Score: Raw -664969.344023 + Penalty 2798.531342 = -662170.812681
  nChanged 178
		SP:Iteration 11Q (104561.180000 sec): 3 clusters
  Score: Raw -665081.798982 + Penalty 2798.531342 = -662283.267640
  nChanged 156
		SP:Iteration 12Q (104561.390000 sec): 3 clusters
  Score: Raw -665178.649684 + Penalty 2798.531342 = -662380.118343
  nChanged 126
		SP:Iteration 13Q (104561.570000 sec): 3 clusters
  Score: Raw -665262.816994 + Penalty 2798.531342 = -662464.285652
  nChanged 109
		SP:Iteration 14Q (104561.790000 sec): 3 clusters
  Score: Raw -665342.563456 + Penalty 2798.531342 = -662544.032114
  nChanged 102
		SP:Iteration 15Q (104561.960000 sec): 3 clusters
  Score: Raw -665409.207450 + Penalty 2798.531342 = -662610.676109
  nChanged 82
		SP:Iteration 16Q (104562.140000 sec): 3 clusters
  Score: Raw -665461.328860 + Penalty 2798.531342 = -662662.797518
  nChanged 61
		SP:Iteration 17Q (104562.340000 sec): 3 clusters
  Score: Raw -665498.721005 + Penalty 2798.531342 = -662700.189664
  nChanged 52
		SP:Iteration 18Q (104562.550000 sec): 3 clusters
  Score: Raw -665529.108291 + Penalty 2798.531342 = -662730.576949
  nChanged 36
		SP:Iteration 19Q (104562.720000 sec): 3 clusters
  Score: Raw -665548.813048 + Penalty 2798.531342 = -662750.281706
  nChanged 26
		SP:Iteration 20F (104562.910000 sec): 3 clusters
  Score: Raw -665565.756741 + Penalty 2798.531342 = -662767.225399
  nChanged 17
		SP:Iteration 21Q (104563.100000 sec): 3 clusters
  Score: Raw -665575.471402 + Penalty 2798.531342 = -662776.940060
  nChanged 15
		SP:Iteration 22Q (104563.310000 sec): 3 clusters
  Score: Raw -665584.088024 + Penalty 2798.531342 = -662785.556683
  nChanged 9
		SP:Iteration 23Q (104563.510000 sec): 3 clusters
  Score: Raw -665587.013694 + Penalty 2798.531342 = -662788.482352
  nChanged 7
		SP:Iteration 24Q (104563.710000 sec): 3 clusters
  Score: Raw -665591.190197 + Penalty 2798.531342 = -662792.658855
  nChanged 8
		SP:Iteration 25Q (104563.860000 sec): 3 clusters
  Score: Raw -665594.318649 + Penalty 2798.531342 = -662795.787307
  nChanged 2
		SP:Iteration 26Q (104564.060000 sec): 3 clusters
  Score: Raw -665595.440397 + Penalty 2798.531342 = -662796.909055
  nChanged 2
		SP:Iteration 27Q (104564.230000 sec): 3 clusters
  Score: Raw -665596.369974 + Penalty 2798.531342 = -662797.838633
  nChanged 3
		SP:Iteration 28Q (104564.450000 sec): 3 clusters
  Score: Raw -665597.818319 + Penalty 2798.531342 = -662799.286977
  nChanged 5
		SP:Iteration 29Q (104564.670000 sec): 3 clusters
  Score: Raw -665600.210563 + Penalty 2798.531342 = -662801.679221
  nChanged 3
		SP:Iteration 30Q (104564.820000 sec): 3 clusters
  Score: Raw -665601.230530 + Penalty 2798.531342 = -662802.699188
  nChanged 4
		SP:Iteration 31Q (104565.020000 sec): 3 clusters
  Score: Raw -665602.788087 + Penalty 2798.531342 = -662804.256745
  nChanged 2
		SP:Iteration 32Q (104565.220000 sec): 3 clusters
  Score: Raw -665603.239034 + Penalty 2798.531342 = -662804.707692
  nChanged 0
		SP:Iteration 33F (104565.430000 sec): 3 clusters
  Score: Raw -665603.239034 + Penalty 2798.531342 = -662804.707692
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104565.550000 sec): 2 clusters
  Score: Raw -451450.653108 + Penalty 1343.960328 = -450106.692780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104565.750000 sec): 3 clusters
  Score: Raw -449492.121478 + Penalty 2687.920656 = -446804.200822
  nChanged 1505
		SP:Iteration 1F (104565.900000 sec): 3 clusters
  Score: Raw -450377.450545 + Penalty 2687.920656 = -447689.529890
  nChanged 290
		SP:Iteration 2F (104566.110000 sec): 3 clusters
  Score: Raw -450569.648985 + Penalty 2687.920656 = -447881.728329
  nChanged 216
		SP:Iteration 3F (104566.270000 sec): 3 clusters
  Score: Raw -450716.839400 + Penalty 2687.920656 = -448028.918744
  nChanged 190
		SP:Iteration 4Q (104566.460000 sec): 3 clusters
  Score: Raw -450825.573138 + Penalty 2687.920656 = -448137.652482
  nChanged 168
		SP:Iteration 5Q (104566.690000 sec): 3 clusters
  Score: Raw -450932.764367 + Penalty 2687.920656 = -448244.843711
  nChanged 173
		SP:Iteration 6Q (104566.900000 sec): 3 clusters
  Score: Raw -451050.350545 + Penalty 2687.920656 = -448362.429889
  nChanged 165
		SP:Iteration 7Q (104567.070000 sec): 3 clusters
  Score: Raw -451155.740147 + Penalty 2687.920656 = -448467.819491
  nChanged 138
		SP:Iteration 8Q (104567.250000 sec): 3 clusters
  Score: Raw -451250.091872 + Penalty 2687.920656 = -448562.171216
  nChanged 127
		SP:Iteration 9Q (104567.400000 sec): 3 clusters
  Score: Raw -451322.913967 + Penalty 2687.920656 = -448634.993312
  nChanged 100
		SP:Iteration 10Q (104567.590000 sec): 3 clusters
  Score: Raw -451391.378077 + Penalty 2687.920656 = -448703.457421
  nChanged 106
		SP:Iteration 11Q (104567.730000 sec): 3 clusters
  Score: Raw -451467.091489 + Penalty 2687.920656 = -448779.170833
  nChanged 94
		SP:Iteration 12Q (104567.880000 sec): 3 clusters
  Score: Raw -451533.460735 + Penalty 2687.920656 = -448845.540079
  nChanged 82
		SP:Iteration 13Q (104568.030000 sec): 3 clusters
  Score: Raw -451591.235455 + Penalty 2687.920656 = -448903.314799
  nChanged 77
		SP:Iteration 14Q (104568.250000 sec): 3 clusters
  Score: Raw -451656.697063 + Penalty 2687.920656 = -448968.776407
  nChanged 81
		SP:Iteration 15Q (104568.450000 sec): 3 clusters
  Score: Raw -451707.873363 + Penalty 2687.920656 = -449019.952708
  nChanged 49
		SP:Iteration 16Q (104568.630000 sec): 3 clusters
  Score: Raw -451736.261291 + Penalty 2687.920656 = -449048.340636
  nChanged 37
		SP:Iteration 17Q (104568.830000 sec): 3 clusters
  Score: Raw -451753.020934 + Penalty 2687.920656 = -449065.100278
  nChanged 26
		SP:Iteration 18Q (104568.980000 sec): 3 clusters
  Score: Raw -451768.978811 + Penalty 2687.920656 = -449081.058155
  nChanged 28
		SP:Iteration 19Q (104569.180000 sec): 3 clusters
  Score: Raw -451780.922240 + Penalty 2687.920656 = -449093.001585
  nChanged 24
		SP:Iteration 20F (104569.360000 sec): 3 clusters
  Score: Raw -451792.431752 + Penalty 2687.920656 = -449104.511096
  nChanged 25
		SP:Iteration 21Q (104569.530000 sec): 3 clusters
  Score: Raw -451805.663622 + Penalty 2687.920656 = -449117.742966
  nChanged 28
		SP:Iteration 22Q (104569.710000 sec): 3 clusters
  Score: Raw -451820.479389 + Penalty 2687.920656 = -449132.558733
  nChanged 30
		SP:Iteration 23Q (104569.850000 sec): 3 clusters
  Score: Raw -451833.458412 + Penalty 2687.920656 = -449145.537756
  nChanged 23
		SP:Iteration 24Q (104570.050000 sec): 3 clusters
  Score: Raw -451844.615675 + Penalty 2687.920656 = -449156.695019
  nChanged 13
		SP:Iteration 25Q (104570.230000 sec): 3 clusters
  Score: Raw -451847.972324 + Penalty 2687.920656 = -449160.051668
  nChanged 9
		SP:Iteration 26Q (104570.370000 sec): 3 clusters
  Score: Raw -451850.435489 + Penalty 2687.920656 = -449162.514833
  nChanged 4
		SP:Iteration 27Q (104570.520000 sec): 3 clusters
  Score: Raw -451851.412091 + Penalty 2687.920656 = -449163.491435
  nChanged 0
		SP:Iteration 28F (104570.710000 sec): 3 clusters
  Score: Raw -451851.412091 + Penalty 2687.920656 = -449163.491435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 21 (988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104570.790000 sec): 2 clusters
  Score: Raw -116708.487660 + Penalty 1120.548438 = -115587.939222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104570.990000 sec): 3 clusters
  Score: Raw -116402.819850 + Penalty 2241.096877 = -114161.722973
  nChanged 290
		SP:Iteration 1F (104571.140000 sec): 3 clusters
  Score: Raw -116708.480416 + Penalty 2241.096877 = -114467.383540
  nChanged 67
		SP:Iteration 2F (104571.310000 sec): 3 clusters
  Score: Raw -116800.451641 + Penalty 2241.096877 = -114559.354764
  nChanged 37
		SP:Iteration 3Q (104571.490000 sec): 3 clusters
  Score: Raw -116849.331528 + Penalty 2241.096877 = -114608.234651
  nChanged 28
		SP:Iteration 4Q (104571.650000 sec): 3 clusters
  Score: Raw -116881.520365 + Penalty 2241.096877 = -114640.423489
  nChanged 25
		SP:Iteration 5Q (104571.800000 sec): 3 clusters
  Score: Raw -116910.260401 + Penalty 2241.096877 = -114669.163524
  nChanged 24
		SP:Iteration 6Q (104571.950000 sec): 3 clusters
  Score: Raw -116937.983261 + Penalty 2241.096877 = -114696.886384
  nChanged 17
		SP:Iteration 7Q (104572.110000 sec): 3 clusters
  Score: Raw -116961.186899 + Penalty 2241.096877 = -114720.090022
  nChanged 16
		SP:Iteration 8Q (104572.260000 sec): 3 clusters
  Score: Raw -116976.253766 + Penalty 2241.096877 = -114735.156890
  nChanged 10
		SP:Iteration 9Q (104572.400000 sec): 3 clusters
  Score: Raw -116985.855274 + Penalty 2241.096877 = -114744.758397
  nChanged 16
		SP:Iteration 10Q (104572.610000 sec): 3 clusters
  Score: Raw -117000.971121 + Penalty 2241.096877 = -114759.874244
  nChanged 14
		SP:Iteration 11Q (104572.790000 sec): 3 clusters
  Score: Raw -117010.780544 + Penalty 2241.096877 = -114769.683667
  nChanged 6
		SP:Iteration 12Q (104572.990000 sec): 3 clusters
  Score: Raw -117016.199863 + Penalty 2241.096877 = -114775.102986
  nChanged 6
		SP:Iteration 13Q (104573.150000 sec): 3 clusters
  Score: Raw -117020.876759 + Penalty 2241.096877 = -114779.779882
  nChanged 5
		SP:Iteration 14Q (104573.330000 sec): 3 clusters
  Score: Raw -117024.701252 + Penalty 2241.096877 = -114783.604375
  nChanged 5
		SP:Iteration 15Q (104573.500000 sec): 3 clusters
  Score: Raw -117029.288519 + Penalty 2241.096877 = -114788.191643
  nChanged 5
		SP:Iteration 16Q (104573.680000 sec): 3 clusters
  Score: Raw -117031.570159 + Penalty 2241.096877 = -114790.473283
  nChanged 3
		SP:Iteration 17Q (104573.820000 sec): 3 clusters
  Score: Raw -117033.791234 + Penalty 2241.096877 = -114792.694357
  nChanged 2
		SP:Iteration 18Q (104573.950000 sec): 3 clusters
  Score: Raw -117036.105387 + Penalty 2241.096877 = -114795.008510
  nChanged 7
		SP:Iteration 19Q (104574.080000 sec): 3 clusters
  Score: Raw -117041.769635 + Penalty 2241.096877 = -114800.672758
  nChanged 6
		SP:Iteration 20F (104574.270000 sec): 3 clusters
  Score: Raw -117046.921712 + Penalty 2241.096877 = -114805.824836
  nChanged 5
		SP:Iteration 21Q (104574.440000 sec): 3 clusters
  Score: Raw -117051.630246 + Penalty 2241.096877 = -114810.533369
  nChanged 5
		SP:Iteration 22Q (104574.600000 sec): 3 clusters
  Score: Raw -117055.815630 + Penalty 2241.096877 = -114814.718753
  nChanged 2
		SP:Iteration 23Q (104574.810000 sec): 3 clusters
  Score: Raw -117058.461449 + Penalty 2241.096877 = -114817.364572
  nChanged 5
		SP:Iteration 24Q (104574.990000 sec): 3 clusters
  Score: Raw -117062.027210 + Penalty 2241.096877 = -114820.930333
  nChanged 1
		SP:Iteration 25Q (104575.160000 sec): 3 clusters
  Score: Raw -117062.840463 + Penalty 2241.096877 = -114821.743586
  nChanged 0
		SP:Iteration 26F (104575.320000 sec): 3 clusters
  Score: Raw -117062.840463 + Penalty 2241.096877 = -114821.743586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (3648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104575.400000 sec): 2 clusters
  Score: Raw -431547.561801 + Penalty 1332.814332 = -430214.747469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104575.610000 sec): 3 clusters
  Score: Raw -429699.203071 + Penalty 2665.628664 = -427033.574407
  nChanged 1410
		SP:Iteration 1F (104575.790000 sec): 3 clusters
  Score: Raw -430486.147009 + Penalty 2665.628664 = -427820.518345
  nChanged 309
		SP:Iteration 2F (104575.980000 sec): 3 clusters
  Score: Raw -430693.065198 + Penalty 2665.628664 = -428027.436534
  nChanged 226
		SP:Iteration 3F (104576.140000 sec): 3 clusters
  Score: Raw -430844.489653 + Penalty 2665.628664 = -428178.860989
  nChanged 175
		SP:Iteration 4Q (104576.350000 sec): 3 clusters
  Score: Raw -430936.775705 + Penalty 2665.628664 = -428271.147041
  nChanged 128
		SP:Iteration 5Q (104576.500000 sec): 3 clusters
  Score: Raw -430999.743448 + Penalty 2665.628664 = -428334.114783
  nChanged 115
		SP:Iteration 6Q (104576.640000 sec): 3 clusters
  Score: Raw -431073.628824 + Penalty 2665.628664 = -428408.000160
  nChanged 104
		SP:Iteration 7Q (104576.840000 sec): 3 clusters
  Score: Raw -431129.564998 + Penalty 2665.628664 = -428463.936333
  nChanged 93
		SP:Iteration 8Q (104577.000000 sec): 3 clusters
  Score: Raw -431185.665817 + Penalty 2665.628664 = -428520.037152
  nChanged 101
		SP:Iteration 9Q (104577.170000 sec): 3 clusters
  Score: Raw -431290.432826 + Penalty 2665.628664 = -428624.804161
  nChanged 129
		SP:Iteration 10Q (104577.350000 sec): 3 clusters
  Score: Raw -431463.835327 + Penalty 2665.628664 = -428798.206663
  nChanged 161
		SP:Iteration 11Q (104577.560000 sec): 3 clusters
  Score: Raw -431720.029803 + Penalty 2665.628664 = -429054.401139
  nChanged 189
		SP:Iteration 12F (104577.740000 sec): 3 clusters
  Score: Raw -431965.221284 + Penalty 2665.628664 = -429299.592619
  nChanged 176
		SP:Iteration 13Q (104577.900000 sec): 3 clusters
  Score: Raw -432160.201446 + Penalty 2665.628664 = -429494.572782
  nChanged 158
		SP:Iteration 14Q (104578.060000 sec): 3 clusters
  Score: Raw -432307.948653 + Penalty 2665.628664 = -429642.319989
  nChanged 142
		SP:Iteration 15Q (104578.260000 sec): 3 clusters
  Score: Raw -432423.126897 + Penalty 2665.628664 = -429757.498233
  nChanged 110
		SP:Iteration 16Q (104578.390000 sec): 3 clusters
  Score: Raw -432507.380164 + Penalty 2665.628664 = -429841.751500
  nChanged 75
		SP:Iteration 17Q (104578.580000 sec): 3 clusters
  Score: Raw -432552.193657 + Penalty 2665.628664 = -429886.564993
  nChanged 52
		SP:Iteration 18Q (104578.770000 sec): 3 clusters
  Score: Raw -432578.066804 + Penalty 2665.628664 = -429912.438140
  nChanged 41
		SP:Iteration 19Q (104578.950000 sec): 3 clusters
  Score: Raw -432594.867773 + Penalty 2665.628664 = -429929.239109
  nChanged 33
		SP:Iteration 20F (104579.150000 sec): 3 clusters
  Score: Raw -432607.638924 + Penalty 2665.628664 = -429942.010260
  nChanged 27
		SP:Iteration 21Q (104579.310000 sec): 3 clusters
  Score: Raw -432618.530785 + Penalty 2665.628664 = -429952.902120
  nChanged 34
		SP:Iteration 22Q (104579.510000 sec): 3 clusters
  Score: Raw -432632.169708 + Penalty 2665.628664 = -429966.541044
  nChanged 25
		SP:Iteration 23Q (104579.720000 sec): 3 clusters
  Score: Raw -432641.409261 + Penalty 2665.628664 = -429975.780596
  nChanged 24
		SP:Iteration 24Q (104579.910000 sec): 3 clusters
  Score: Raw -432650.169995 + Penalty 2665.628664 = -429984.541331
  nChanged 19
		SP:Iteration 25Q (104580.060000 sec): 3 clusters
  Score: Raw -432659.089826 + Penalty 2665.628664 = -429993.461162
  nChanged 19
		SP:Iteration 26Q (104580.240000 sec): 3 clusters
  Score: Raw -432667.206166 + Penalty 2665.628664 = -430001.577502
  nChanged 21
		SP:Iteration 27Q (104580.490000 sec): 3 clusters
  Score: Raw -432674.758611 + Penalty 2665.628664 = -430009.129947
  nChanged 21
		SP:Iteration 28Q (104580.670000 sec): 3 clusters
  Score: Raw -432682.047937 + Penalty 2665.628664 = -430016.419272
  nChanged 13
		SP:Iteration 29Q (104580.880000 sec): 3 clusters
  Score: Raw -432685.750952 + Penalty 2665.628664 = -430020.122288
  nChanged 10
		SP:Iteration 30Q (104581.030000 sec): 3 clusters
  Score: Raw -432688.412014 + Penalty 2665.628664 = -430022.783350
  nChanged 5
		SP:Iteration 31Q (104581.190000 sec): 3 clusters
  Score: Raw -432689.725280 + Penalty 2665.628664 = -430024.096616
  nChanged 2
		SP:Iteration 32Q (104581.390000 sec): 3 clusters
  Score: Raw -432690.240506 + Penalty 2665.628664 = -430024.611842
  nChanged 1
		SP:Iteration 33Q (104581.540000 sec): 3 clusters
  Score: Raw -432690.405533 + Penalty 2665.628664 = -430024.776869
  nChanged 1
		SP:Iteration 34Q (104581.710000 sec): 3 clusters
  Score: Raw -432690.458125 + Penalty 2665.628664 = -430024.829461
  nChanged 0
		SP:Iteration 35F (104581.900000 sec): 3 clusters
  Score: Raw -432690.458125 + Penalty 2665.628664 = -430024.829461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 23 (153712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104582.890000 sec): 2 clusters
  Score: Raw -18966851.111663 + Penalty 1940.710850 = -18964910.400813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104583.730000 sec): 3 clusters
  Score: Raw -18865700.697691 + Penalty 3881.421700 = -18861819.275991
  nChanged 73950
		SP:Iteration 1F (104584.530000 sec): 3 clusters
  Score: Raw -18908651.728264 + Penalty 3881.421700 = -18904770.306564
  nChanged 4051
		SP:Iteration 2Q (104585.340000 sec): 3 clusters
  Score: Raw -18909456.504417 + Penalty 3881.421700 = -18905575.082716
  nChanged 4430
		SP:Iteration 3Q (104586.210000 sec): 3 clusters
  Score: Raw -18910662.372145 + Penalty 3881.421700 = -18906780.950445
  nChanged 5983
		SP:Iteration 4Q (104587.090000 sec): 3 clusters
  Score: Raw -18912923.074760 + Penalty 3881.421700 = -18909041.653060
  nChanged 8847
		SP:Iteration 5F (104587.950000 sec): 3 clusters
  Score: Raw -18917630.027055 + Penalty 3881.421700 = -18913748.605355
  nChanged 12559
		SP:Iteration 6F (104588.830000 sec): 3 clusters
  Score: Raw -18926810.644569 + Penalty 3881.421700 = -18922929.222869
  nChanged 15343
		SP:Iteration 7F (104589.730000 sec): 3 clusters
  Score: Raw -18941078.630184 + Penalty 3881.421700 = -18937197.208484
  nChanged 14129
		SP:Iteration 8F (104590.610000 sec): 3 clusters
  Score: Raw -18955749.612228 + Penalty 3881.421700 = -18951868.190528
  nChanged 7992
		SP:Iteration 9F (104591.460000 sec): 3 clusters
  Score: Raw -18963913.859593 + Penalty 3881.421700 = -18960032.437893
  nChanged 2456
		SP:Iteration 10Q (104592.260000 sec): 3 clusters
  Score: Raw -18966240.598349 + Penalty 3881.421700 = -18962359.176648
  nChanged 552
		SP:Iteration 11Q (104593.120000 sec): 3 clusters
  Score: Raw -18966782.958895 + Penalty 3881.421700 = -18962901.537195
  nChanged 122
		SP:Iteration 12Q (104593.950000 sec): 3 clusters
  Score: Raw -18966931.653890 + Penalty 3881.421700 = -18963050.232190
  nChanged 38
		SP:Iteration 13Q (104594.800000 sec): 3 clusters
  Score: Raw -18966992.836894 + Penalty 3881.421700 = -18963111.415194
  nChanged 19
		SP:Iteration 14Q (104595.620000 sec): 3 clusters
  Score: Raw -18967022.474579 + Penalty 3881.421700 = -18963141.052878
  nChanged 8
		SP:Iteration 15Q (104596.390000 sec): 3 clusters
  Score: Raw -18967036.570981 + Penalty 3881.421700 = -18963155.149281
  nChanged 6
		SP:Iteration 16Q (104597.220000 sec): 3 clusters
  Score: Raw -18967044.595840 + Penalty 3881.421700 = -18963163.174140
  nChanged 3
		SP:Iteration 17Q (104598.060000 sec): 3 clusters
  Score: Raw -18967048.848634 + Penalty 3881.421700 = -18963167.426934
  nChanged 0
		SP:Iteration 18F (104598.960000 sec): 3 clusters
  Score: Raw -18967048.848634 + Penalty 3881.421700 = -18963167.426934
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104599.170000 sec): 2 clusters
  Score: Raw -272077.856764 + Penalty 1251.077132 = -270826.779632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104599.390000 sec): 3 clusters
  Score: Raw -271143.272321 + Penalty 2502.154265 = -268641.118056
  nChanged 760
		SP:Iteration 1F (104599.580000 sec): 3 clusters
  Score: Raw -271629.687963 + Penalty 2502.154265 = -269127.533698
  nChanged 169
		SP:Iteration 2F (104599.710000 sec): 3 clusters
  Score: Raw -271726.604062 + Penalty 2502.154265 = -269224.449797
  nChanged 95
		SP:Iteration 3Q (104599.860000 sec): 3 clusters
  Score: Raw -271781.900180 + Penalty 2502.154265 = -269279.745916
  nChanged 61
		SP:Iteration 4Q (104600.050000 sec): 3 clusters
  Score: Raw -271816.846236 + Penalty 2502.154265 = -269314.691971
  nChanged 45
		SP:Iteration 5Q (104600.240000 sec): 3 clusters
  Score: Raw -271843.630690 + Penalty 2502.154265 = -269341.476425
  nChanged 44
		SP:Iteration 6Q (104600.410000 sec): 3 clusters
  Score: Raw -271867.361826 + Penalty 2502.154265 = -269365.207561
  nChanged 34
		SP:Iteration 7Q (104600.610000 sec): 3 clusters
  Score: Raw -271885.038777 + Penalty 2502.154265 = -269382.884512
  nChanged 22
		SP:Iteration 8Q (104600.760000 sec): 3 clusters
  Score: Raw -271896.254772 + Penalty 2502.154265 = -269394.100507
  nChanged 19
		SP:Iteration 9Q (104600.980000 sec): 3 clusters
  Score: Raw -271903.476835 + Penalty 2502.154265 = -269401.322570
  nChanged 13
		SP:Iteration 10Q (104601.150000 sec): 3 clusters
  Score: Raw -271910.290309 + Penalty 2502.154265 = -269408.136044
  nChanged 19
		SP:Iteration 11Q (104601.310000 sec): 3 clusters
  Score: Raw -271916.540913 + Penalty 2502.154265 = -269414.386648
  nChanged 8
		SP:Iteration 12Q (104601.490000 sec): 3 clusters
  Score: Raw -271918.882252 + Penalty 2502.154265 = -269416.727987
  nChanged 6
		SP:Iteration 13Q (104601.680000 sec): 3 clusters
  Score: Raw -271920.945964 + Penalty 2502.154265 = -269418.791699
  nChanged 4
		SP:Iteration 14Q (104601.870000 sec): 3 clusters
  Score: Raw -271923.133209 + Penalty 2502.154265 = -269420.978944
  nChanged 6
		SP:Iteration 15Q (104602.010000 sec): 3 clusters
  Score: Raw -271924.684462 + Penalty 2502.154265 = -269422.530197
  nChanged 7
		SP:Iteration 16Q (104602.190000 sec): 3 clusters
  Score: Raw -271927.103587 + Penalty 2502.154265 = -269424.949323
  nChanged 4
		SP:Iteration 17Q (104602.360000 sec): 3 clusters
  Score: Raw -271928.065780 + Penalty 2502.154265 = -269425.911515
  nChanged 6
		SP:Iteration 18Q (104602.540000 sec): 3 clusters
  Score: Raw -271930.779646 + Penalty 2502.154265 = -269428.625381
  nChanged 10
		SP:Iteration 19Q (104602.720000 sec): 3 clusters
  Score: Raw -271934.120186 + Penalty 2502.154265 = -269431.965921
  nChanged 14
		SP:Iteration 20F (104602.900000 sec): 3 clusters
  Score: Raw -271939.249494 + Penalty 2502.154265 = -269437.095229
  nChanged 13
		SP:Iteration 21Q (104603.070000 sec): 3 clusters
  Score: Raw -271944.166919 + Penalty 2502.154265 = -269442.012654
  nChanged 13
		SP:Iteration 22Q (104603.220000 sec): 3 clusters
  Score: Raw -271949.968521 + Penalty 2502.154265 = -269447.814256
  nChanged 13
		SP:Iteration 23Q (104603.400000 sec): 3 clusters
  Score: Raw -271955.919089 + Penalty 2502.154265 = -269453.764824
  nChanged 15
		SP:Iteration 24Q (104603.600000 sec): 3 clusters
  Score: Raw -271962.876769 + Penalty 2502.154265 = -269460.722504
  nChanged 17
		SP:Iteration 25Q (104603.820000 sec): 3 clusters
  Score: Raw -271970.637103 + Penalty 2502.154265 = -269468.482838
  nChanged 11
		SP:Iteration 26Q (104604.000000 sec): 3 clusters
  Score: Raw -271977.625106 + Penalty 2502.154265 = -269475.470841
  nChanged 12
		SP:Iteration 27Q (104604.150000 sec): 3 clusters
  Score: Raw -271985.293863 + Penalty 2502.154265 = -269483.139598
  nChanged 12
		SP:Iteration 28Q (104604.320000 sec): 3 clusters
  Score: Raw -271992.477120 + Penalty 2502.154265 = -269490.322855
  nChanged 13
		SP:Iteration 29Q (104604.500000 sec): 3 clusters
  Score: Raw -272000.261861 + Penalty 2502.154265 = -269498.107596
  nChanged 16
		SP:Iteration 30Q (104604.700000 sec): 3 clusters
  Score: Raw -272010.822887 + Penalty 2502.154265 = -269508.668622
  nChanged 23
		SP:Iteration 31Q (104604.850000 sec): 3 clusters
  Score: Raw -272022.700054 + Penalty 2502.154265 = -269520.545789
  nChanged 25
		SP:Iteration 32Q (104605.030000 sec): 3 clusters
  Score: Raw -272036.009074 + Penalty 2502.154265 = -269533.854809
  nChanged 21
		SP:Iteration 33Q (104605.220000 sec): 3 clusters
  Score: Raw -272045.774342 + Penalty 2502.154265 = -269543.620077
  nChanged 21
		SP:Iteration 34Q (104605.380000 sec): 3 clusters
  Score: Raw -272054.834892 + Penalty 2502.154265 = -269552.680627
  nChanged 18
		SP:Iteration 35Q (104605.580000 sec): 3 clusters
  Score: Raw -272064.252740 + Penalty 2502.154265 = -269562.098475
  nChanged 19
		SP:Iteration 36Q (104605.760000 sec): 3 clusters
  Score: Raw -272074.817029 + Penalty 2502.154265 = -269572.662764
  nChanged 16
		SP:Iteration 37Q (104605.940000 sec): 3 clusters
  Score: Raw -272081.750444 + Penalty 2502.154265 = -269579.596179
  nChanged 9
		SP:Iteration 38Q (104606.120000 sec): 3 clusters
  Score: Raw -272086.144579 + Penalty 2502.154265 = -269583.990314
  nChanged 10
		SP:Iteration 39Q (104606.300000 sec): 3 clusters
  Score: Raw -272089.920861 + Penalty 2502.154265 = -269587.766596
  nChanged 8
		SP:Iteration 40F (104606.470000 sec): 3 clusters
  Score: Raw -272093.031980 + Penalty 2502.154265 = -269590.877715
  nChanged 5
		SP:Iteration 41Q (104606.620000 sec): 3 clusters
  Score: Raw -272096.554374 + Penalty 2502.154265 = -269594.400109
  nChanged 9
		SP:Iteration 42Q (104606.810000 sec): 3 clusters
  Score: Raw -272099.721123 + Penalty 2502.154265 = -269597.566858
  nChanged 6
		SP:Iteration 43Q (104606.940000 sec): 3 clusters
  Score: Raw -272101.687628 + Penalty 2502.154265 = -269599.533363
  nChanged 2
		SP:Iteration 44Q (104607.130000 sec): 3 clusters
  Score: Raw -272102.552106 + Penalty 2502.154265 = -269600.397841
  nChanged 2
		SP:Iteration 45Q (104607.310000 sec): 3 clusters
  Score: Raw -272103.270913 + Penalty 2502.154265 = -269601.116648
  nChanged 2
		SP:Iteration 46Q (104607.510000 sec): 3 clusters
  Score: Raw -272104.000315 + Penalty 2502.154265 = -269601.846050
  nChanged 4
		SP:Iteration 47Q (104607.670000 sec): 3 clusters
  Score: Raw -272106.238384 + Penalty 2502.154265 = -269604.084119
  nChanged 6
		SP:Iteration 48Q (104607.880000 sec): 3 clusters
  Score: Raw -272108.614407 + Penalty 2502.154265 = -269606.460142
  nChanged 5
		SP:Iteration 49Q (104608.050000 sec): 3 clusters
  Score: Raw -272112.434714 + Penalty 2502.154265 = -269610.280449
  nChanged 4
		SP:Iteration 50Q (104608.240000 sec): 3 clusters
  Score: Raw -272114.055027 + Penalty 2502.154265 = -269611.900762
  nChanged 6
		SP:Iteration 51Q (104608.430000 sec): 3 clusters
  Score: Raw -272117.118867 + Penalty 2502.154265 = -269614.964602
  nChanged 7
		SP:Iteration 52Q (104608.600000 sec): 3 clusters
  Score: Raw -272119.310194 + Penalty 2502.154265 = -269617.155929
  nChanged 5
		SP:Iteration 53Q (104608.750000 sec): 3 clusters
  Score: Raw -272120.616943 + Penalty 2502.154265 = -269618.462678
  nChanged 3
		SP:Iteration 54Q (104608.950000 sec): 3 clusters
  Score: Raw -272121.700573 + Penalty 2502.154265 = -269619.546308
  nChanged 5
		SP:Iteration 55Q (104609.120000 sec): 3 clusters
  Score: Raw -272123.017279 + Penalty 2502.154265 = -269620.863015
  nChanged 3
		SP:Iteration 56Q (104609.310000 sec): 3 clusters
  Score: Raw -272124.900027 + Penalty 2502.154265 = -269622.745762
  nChanged 4
		SP:Iteration 57Q (104609.510000 sec): 3 clusters
  Score: Raw -272126.769727 + Penalty 2502.154265 = -269624.615462
  nChanged 2
		SP:Iteration 58Q (104609.690000 sec): 3 clusters
  Score: Raw -272128.145014 + Penalty 2502.154265 = -269625.990749
  nChanged 2
		SP:Iteration 59Q (104609.850000 sec): 3 clusters
  Score: Raw -272129.572271 + Penalty 2502.154265 = -269627.418007
  nChanged 1
		SP:Iteration 60F (104610.020000 sec): 3 clusters
  Score: Raw -272129.794724 + Penalty 2502.154265 = -269627.640459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (1894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104610.080000 sec): 2 clusters
  Score: Raw -208103.865984 + Penalty 1226.297519 = -206877.568465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104610.320000 sec): 3 clusters
  Score: Raw -207344.538845 + Penalty 2452.595039 = -204891.943806
  nChanged 674
		SP:Iteration 1F (104610.470000 sec): 3 clusters
  Score: Raw -207919.515810 + Penalty 2452.595039 = -205466.920771
  nChanged 180
		SP:Iteration 2F (104610.650000 sec): 3 clusters
  Score: Raw -208115.578363 + Penalty 2452.595039 = -205662.983324
  nChanged 125
		SP:Iteration 3F (104610.850000 sec): 3 clusters
  Score: Raw -208250.254479 + Penalty 2452.595039 = -205797.659440
  nChanged 95
		SP:Iteration 4F (104610.990000 sec): 3 clusters
  Score: Raw -208388.202687 + Penalty 2452.595039 = -205935.607648
  nChanged 97
		SP:Iteration 5F (104611.190000 sec): 3 clusters
  Score: Raw -208501.516110 + Penalty 2452.595039 = -206048.921071
  nChanged 82
		SP:Iteration 6Q (104611.350000 sec): 3 clusters
  Score: Raw -208563.946929 + Penalty 2452.595039 = -206111.351890
  nChanged 50
		SP:Iteration 7Q (104611.520000 sec): 3 clusters
  Score: Raw -208603.154617 + Penalty 2452.595039 = -206150.559578
  nChanged 36
		SP:Iteration 8Q (104611.700000 sec): 3 clusters
  Score: Raw -208636.432178 + Penalty 2452.595039 = -206183.837139
  nChanged 33
		SP:Iteration 9Q (104611.870000 sec): 3 clusters
  Score: Raw -208667.143011 + Penalty 2452.595039 = -206214.547972
  nChanged 29
		SP:Iteration 10Q (104612.050000 sec): 3 clusters
  Score: Raw -208683.410822 + Penalty 2452.595039 = -206230.815783
  nChanged 20
		SP:Iteration 11Q (104612.250000 sec): 3 clusters
  Score: Raw -208696.591245 + Penalty 2452.595039 = -206243.996206
  nChanged 16
		SP:Iteration 12Q (104612.420000 sec): 3 clusters
  Score: Raw -208705.100725 + Penalty 2452.595039 = -206252.505686
  nChanged 15
		SP:Iteration 13Q (104612.570000 sec): 3 clusters
  Score: Raw -208718.645172 + Penalty 2452.595039 = -206266.050133
  nChanged 21
		SP:Iteration 14Q (104612.740000 sec): 3 clusters
  Score: Raw -208734.694178 + Penalty 2452.595039 = -206282.099139
  nChanged 21
		SP:Iteration 15Q (104612.930000 sec): 3 clusters
  Score: Raw -208749.932484 + Penalty 2452.595039 = -206297.337445
  nChanged 16
		SP:Iteration 16Q (104613.090000 sec): 3 clusters
  Score: Raw -208759.327279 + Penalty 2452.595039 = -206306.732240
  nChanged 15
		SP:Iteration 17Q (104613.270000 sec): 3 clusters
  Score: Raw -208766.848272 + Penalty 2452.595039 = -206314.253233
  nChanged 7
		SP:Iteration 18Q (104613.440000 sec): 3 clusters
  Score: Raw -208769.331691 + Penalty 2452.595039 = -206316.736652
  nChanged 5
		SP:Iteration 19Q (104613.630000 sec): 3 clusters
  Score: Raw -208772.514946 + Penalty 2452.595039 = -206319.919907
  nChanged 8
		SP:Iteration 20F (104613.780000 sec): 3 clusters
  Score: Raw -208776.648091 + Penalty 2452.595039 = -206324.053053
  nChanged 6
		SP:Iteration 21Q (104613.970000 sec): 3 clusters
  Score: Raw -208779.326880 + Penalty 2452.595039 = -206326.731841
  nChanged 3
		SP:Iteration 22Q (104614.160000 sec): 3 clusters
  Score: Raw -208780.160981 + Penalty 2452.595039 = -206327.565942
  nChanged 3
		SP:Iteration 23Q (104614.310000 sec): 3 clusters
  Score: Raw -208782.054538 + Penalty 2452.595039 = -206329.459499
  nChanged 2
		SP:Iteration 24Q (104614.470000 sec): 3 clusters
  Score: Raw -208782.862288 + Penalty 2452.595039 = -206330.267249
  nChanged 0
		SP:Iteration 25F (104614.630000 sec): 3 clusters
  Score: Raw -208782.862288 + Penalty 2452.595039 = -206330.267249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 26 (13662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104614.830000 sec): 2 clusters
  Score: Raw -1655283.451193 + Penalty 1547.385699 = -1653736.065493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104615.080000 sec): 3 clusters
  Score: Raw -1647233.572399 + Penalty 3094.771399 = -1644138.801000
  nChanged 6096
		SP:Iteration 1F (104615.290000 sec): 3 clusters
  Score: Raw -1650474.986310 + Penalty 3094.771399 = -1647380.214911
  nChanged 785
		SP:Iteration 2F (104615.550000 sec): 3 clusters
  Score: Raw -1650787.101820 + Penalty 3094.771399 = -1647692.330421
  nChanged 709
		SP:Iteration 3F (104615.780000 sec): 3 clusters
  Score: Raw -1651104.083829 + Penalty 3094.771399 = -1648009.312430
  nChanged 693
		SP:Iteration 4F (104615.990000 sec): 3 clusters
  Score: Raw -1651479.464812 + Penalty 3094.771399 = -1648384.693413
  nChanged 736
		SP:Iteration 5F (104616.190000 sec): 3 clusters
  Score: Raw -1651956.981803 + Penalty 3094.771399 = -1648862.210404
  nChanged 793
		SP:Iteration 6F (104616.420000 sec): 3 clusters
  Score: Raw -1652558.020899 + Penalty 3094.771399 = -1649463.249500
  nChanged 868
		SP:Iteration 7F (104616.650000 sec): 3 clusters
  Score: Raw -1653270.786624 + Penalty 3094.771399 = -1650176.015225
  nChanged 899
		SP:Iteration 8F (104616.920000 sec): 3 clusters
  Score: Raw -1653972.078595 + Penalty 3094.771399 = -1650877.307196
  nChanged 756
		SP:Iteration 9F (104617.100000 sec): 3 clusters
  Score: Raw -1654522.348721 + Penalty 3094.771399 = -1651427.577323
  nChanged 620
		SP:Iteration 10Q (104617.380000 sec): 3 clusters
  Score: Raw -1654919.490861 + Penalty 3094.771399 = -1651824.719462
  nChanged 499
		SP:Iteration 11Q (104617.620000 sec): 3 clusters
  Score: Raw -1655198.008062 + Penalty 3094.771399 = -1652103.236663
  nChanged 385
		SP:Iteration 12Q (104617.820000 sec): 3 clusters
  Score: Raw -1655419.191055 + Penalty 3094.771399 = -1652324.419656
  nChanged 364
		SP:Iteration 13Q (104618.070000 sec): 3 clusters
  Score: Raw -1655638.643129 + Penalty 3094.771399 = -1652543.871730
  nChanged 308
		SP:Iteration 14Q (104618.300000 sec): 3 clusters
  Score: Raw -1655825.839697 + Penalty 3094.771399 = -1652731.068298
  nChanged 275
		SP:Iteration 15Q (104618.530000 sec): 3 clusters
  Score: Raw -1655980.392500 + Penalty 3094.771399 = -1652885.621101
  nChanged 235
		SP:Iteration 16Q (104618.760000 sec): 3 clusters
  Score: Raw -1656096.892117 + Penalty 3094.771399 = -1653002.120718
  nChanged 187
		SP:Iteration 17Q (104619.000000 sec): 3 clusters
  Score: Raw -1656182.982589 + Penalty 3094.771399 = -1653088.211190
  nChanged 165
		SP:Iteration 18Q (104619.260000 sec): 3 clusters
  Score: Raw -1656236.083796 + Penalty 3094.771399 = -1653141.312397
  nChanged 128
		SP:Iteration 19Q (104619.450000 sec): 3 clusters
  Score: Raw -1656279.428139 + Penalty 3094.771399 = -1653184.656740
  nChanged 126
		SP:Iteration 20F (104619.680000 sec): 3 clusters
  Score: Raw -1656312.618075 + Penalty 3094.771399 = -1653217.846676
  nChanged 103
		SP:Iteration 21Q (104619.940000 sec): 3 clusters
  Score: Raw -1656334.250937 + Penalty 3094.771399 = -1653239.479538
  nChanged 80
		SP:Iteration 22Q (104620.160000 sec): 3 clusters
  Score: Raw -1656352.575747 + Penalty 3094.771399 = -1653257.804348
  nChanged 78
		SP:Iteration 23Q (104620.380000 sec): 3 clusters
  Score: Raw -1656368.603459 + Penalty 3094.771399 = -1653273.832061
  nChanged 74
		SP:Iteration 24Q (104620.590000 sec): 3 clusters
  Score: Raw -1656383.978998 + Penalty 3094.771399 = -1653289.207599
  nChanged 59
		SP:Iteration 25Q (104620.830000 sec): 3 clusters
  Score: Raw -1656397.178210 + Penalty 3094.771399 = -1653302.406811
  nChanged 67
		SP:Iteration 26Q (104621.060000 sec): 3 clusters
  Score: Raw -1656408.917863 + Penalty 3094.771399 = -1653314.146464
  nChanged 49
		SP:Iteration 27Q (104621.290000 sec): 3 clusters
  Score: Raw -1656417.821534 + Penalty 3094.771399 = -1653323.050135
  nChanged 46
		SP:Iteration 28Q (104621.540000 sec): 3 clusters
  Score: Raw -1656427.241300 + Penalty 3094.771399 = -1653332.469901
  nChanged 35
		SP:Iteration 29Q (104621.790000 sec): 3 clusters
  Score: Raw -1656433.901624 + Penalty 3094.771399 = -1653339.130225
  nChanged 52
		SP:Iteration 30Q (104622.030000 sec): 3 clusters
  Score: Raw -1656447.721549 + Penalty 3094.771399 = -1653352.950150
  nChanged 55
		SP:Iteration 31Q (104622.250000 sec): 3 clusters
  Score: Raw -1656468.210826 + Penalty 3094.771399 = -1653373.439427
  nChanged 62
		SP:Iteration 32Q (104622.430000 sec): 3 clusters
  Score: Raw -1656491.717729 + Penalty 3094.771399 = -1653396.946330
  nChanged 73
		SP:Iteration 33Q (104622.700000 sec): 3 clusters
  Score: Raw -1656521.636108 + Penalty 3094.771399 = -1653426.864709
  nChanged 87
		SP:Iteration 34Q (104622.920000 sec): 3 clusters
  Score: Raw -1656560.953383 + Penalty 3094.771399 = -1653466.181984
  nChanged 94
		SP:Iteration 35Q (104623.140000 sec): 3 clusters
  Score: Raw -1656596.347237 + Penalty 3094.771399 = -1653501.575838
  nChanged 91
		SP:Iteration 36Q (104623.380000 sec): 3 clusters
  Score: Raw -1656634.125184 + Penalty 3094.771399 = -1653539.353785
  nChanged 82
		SP:Iteration 37Q (104623.560000 sec): 3 clusters
  Score: Raw -1656658.631775 + Penalty 3094.771399 = -1653563.860376
  nChanged 57
		SP:Iteration 38Q (104623.810000 sec): 3 clusters
  Score: Raw -1656671.406913 + Penalty 3094.771399 = -1653576.635514
  nChanged 51
		SP:Iteration 39Q (104624.060000 sec): 3 clusters
  Score: Raw -1656680.778930 + Penalty 3094.771399 = -1653586.007531
  nChanged 50
		SP:Iteration 40F (104624.270000 sec): 3 clusters
  Score: Raw -1656690.787891 + Penalty 3094.771399 = -1653596.016492
  nChanged 33
		SP:Iteration 41Q (104624.500000 sec): 3 clusters
  Score: Raw -1656696.407597 + Penalty 3094.771399 = -1653601.636198
  nChanged 26
		SP:Iteration 42Q (104624.730000 sec): 3 clusters
  Score: Raw -1656699.959466 + Penalty 3094.771399 = -1653605.188067
  nChanged 22
		SP:Iteration 43Q (104624.970000 sec): 3 clusters
  Score: Raw -1656702.345261 + Penalty 3094.771399 = -1653607.573862
  nChanged 10
		SP:Iteration 44Q (104625.170000 sec): 3 clusters
  Score: Raw -1656703.341505 + Penalty 3094.771399 = -1653608.570106
  nChanged 8
		SP:Iteration 45Q (104625.430000 sec): 3 clusters
  Score: Raw -1656704.233566 + Penalty 3094.771399 = -1653609.462167
  nChanged 15
		SP:Iteration 46Q (104625.680000 sec): 3 clusters
  Score: Raw -1656705.263136 + Penalty 3094.771399 = -1653610.491737
  nChanged 8
		SP:Iteration 47Q (104625.890000 sec): 3 clusters
  Score: Raw -1656705.855194 + Penalty 3094.771399 = -1653611.083795
  nChanged 2
		SP:Iteration 48Q (104626.090000 sec): 3 clusters
  Score: Raw -1656705.991329 + Penalty 3094.771399 = -1653611.219930
  nChanged 0
		SP:Iteration 49F (104626.350000 sec): 3 clusters
  Score: Raw -1656705.991329 + Penalty 3094.771399 = -1653611.219930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104626.440000 sec): 2 clusters
  Score: Raw -372733.986021 + Penalty 1311.420645 = -371422.565375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104626.620000 sec): 3 clusters
  Score: Raw -371150.743388 + Penalty 2622.841290 = -368527.902098
  nChanged 1276
		SP:Iteration 1F (104626.820000 sec): 3 clusters
  Score: Raw -371994.202641 + Penalty 2622.841290 = -369371.361350
  nChanged 280
		SP:Iteration 2F (104626.970000 sec): 3 clusters
  Score: Raw -372267.986759 + Penalty 2622.841290 = -369645.145469
  nChanged 243
		SP:Iteration 3F (104627.160000 sec): 3 clusters
  Score: Raw -372610.224692 + Penalty 2622.841290 = -369987.383402
  nChanged 254
		SP:Iteration 4F (104627.320000 sec): 3 clusters
  Score: Raw -372938.762429 + Penalty 2622.841290 = -370315.921139
  nChanged 192
		SP:Iteration 5F (104627.510000 sec): 3 clusters
  Score: Raw -373110.678847 + Penalty 2622.841290 = -370487.837557
  nChanged 141
		SP:Iteration 6Q (104627.720000 sec): 3 clusters
  Score: Raw -373212.146811 + Penalty 2622.841290 = -370589.305520
  nChanged 91
		SP:Iteration 7Q (104627.870000 sec): 3 clusters
  Score: Raw -373286.441247 + Penalty 2622.841290 = -370663.599956
  nChanged 80
		SP:Iteration 8Q (104628.090000 sec): 3 clusters
  Score: Raw -373358.871352 + Penalty 2622.841290 = -370736.030061
  nChanged 74
		SP:Iteration 9Q (104628.260000 sec): 3 clusters
  Score: Raw -373422.202817 + Penalty 2622.841290 = -370799.361526
  nChanged 53
		SP:Iteration 10Q (104628.450000 sec): 3 clusters
  Score: Raw -373463.239241 + Penalty 2622.841290 = -370840.397951
  nChanged 56
		SP:Iteration 11Q (104628.640000 sec): 3 clusters
  Score: Raw -373507.034094 + Penalty 2622.841290 = -370884.192803
  nChanged 60
		SP:Iteration 12Q (104628.800000 sec): 3 clusters
  Score: Raw -373563.329763 + Penalty 2622.841290 = -370940.488473
  nChanged 54
		SP:Iteration 13Q (104628.980000 sec): 3 clusters
  Score: Raw -373622.117191 + Penalty 2622.841290 = -370999.275901
  nChanged 43
		SP:Iteration 14Q (104629.180000 sec): 3 clusters
  Score: Raw -373666.527046 + Penalty 2622.841290 = -371043.685755
  nChanged 30
		SP:Iteration 15Q (104629.340000 sec): 3 clusters
  Score: Raw -373687.156618 + Penalty 2622.841290 = -371064.315327
  nChanged 26
		SP:Iteration 16Q (104629.520000 sec): 3 clusters
  Score: Raw -373704.012765 + Penalty 2622.841290 = -371081.171475
  nChanged 19
		SP:Iteration 17Q (104629.740000 sec): 3 clusters
  Score: Raw -373716.239850 + Penalty 2622.841290 = -371093.398559
  nChanged 15
		SP:Iteration 18Q (104629.890000 sec): 3 clusters
  Score: Raw -373722.673331 + Penalty 2622.841290 = -371099.832040
  nChanged 8
		SP:Iteration 19Q (104630.070000 sec): 3 clusters
  Score: Raw -373725.603351 + Penalty 2622.841290 = -371102.762060
  nChanged 5
		SP:Iteration 20F (104630.250000 sec): 3 clusters
  Score: Raw -373727.419761 + Penalty 2622.841290 = -371104.578471
  nChanged 7
		SP:Iteration 21Q (104630.430000 sec): 3 clusters
  Score: Raw -373729.182876 + Penalty 2622.841290 = -371106.341586
  nChanged 5
		SP:Iteration 22Q (104630.630000 sec): 3 clusters
  Score: Raw -373730.905757 + Penalty 2622.841290 = -371108.064466
  nChanged 1
		SP:Iteration 23Q (104630.810000 sec): 3 clusters
  Score: Raw -373731.022694 + Penalty 2622.841290 = -371108.181403
  nChanged 0
		SP:Iteration 24F (104630.980000 sec): 3 clusters
  Score: Raw -373731.022694 + Penalty 2622.841290 = -371108.181403
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (2001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104631.050000 sec): 2 clusters
  Score: Raw -230169.685234 + Penalty 1235.227879 = -228934.457354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104631.260000 sec): 3 clusters
  Score: Raw -229316.381536 + Penalty 2470.455759 = -226845.925777
  nChanged 714
		SP:Iteration 1F (104631.380000 sec): 3 clusters
  Score: Raw -229836.240171 + Penalty 2470.455759 = -227365.784413
  nChanged 169
		SP:Iteration 2F (104631.540000 sec): 3 clusters
  Score: Raw -229996.822666 + Penalty 2470.455759 = -227526.366907
  nChanged 105
		SP:Iteration 3F (104631.780000 sec): 3 clusters
  Score: Raw -230125.143892 + Penalty 2470.455759 = -227654.688134
  nChanged 118
		SP:Iteration 4F (104631.980000 sec): 3 clusters
  Score: Raw -230284.659870 + Penalty 2470.455759 = -227814.204111
  nChanged 128
		SP:Iteration 5F (104632.160000 sec): 3 clusters
  Score: Raw -230481.611051 + Penalty 2470.455759 = -228011.155292
  nChanged 129
		SP:Iteration 6F (104632.320000 sec): 3 clusters
  Score: Raw -230625.626495 + Penalty 2470.455759 = -228155.170736
  nChanged 93
		SP:Iteration 7Q (104632.550000 sec): 3 clusters
  Score: Raw -230729.157813 + Penalty 2470.455759 = -228258.702054
  nChanged 70
		SP:Iteration 8Q (104632.710000 sec): 3 clusters
  Score: Raw -230794.255162 + Penalty 2470.455759 = -228323.799404
  nChanged 45
		SP:Iteration 9Q (104632.870000 sec): 3 clusters
  Score: Raw -230838.661191 + Penalty 2470.455759 = -228368.205432
  nChanged 44
		SP:Iteration 10Q (104633.050000 sec): 3 clusters
  Score: Raw -230876.316444 + Penalty 2470.455759 = -228405.860685
  nChanged 36
		SP:Iteration 11Q (104633.230000 sec): 3 clusters
  Score: Raw -230920.119733 + Penalty 2470.455759 = -228449.663975
  nChanged 41
		SP:Iteration 12Q (104633.400000 sec): 3 clusters
  Score: Raw -230991.066550 + Penalty 2470.455759 = -228520.610791
  nChanged 44
		SP:Iteration 13Q (104633.580000 sec): 3 clusters
  Score: Raw -231037.223014 + Penalty 2470.455759 = -228566.767256
  nChanged 35
		SP:Iteration 14Q (104633.780000 sec): 3 clusters
  Score: Raw -231074.508137 + Penalty 2470.455759 = -228604.052378
  nChanged 27
		SP:Iteration 15Q (104633.930000 sec): 3 clusters
  Score: Raw -231104.022551 + Penalty 2470.455759 = -228633.566793
  nChanged 23
		SP:Iteration 16Q (104634.090000 sec): 3 clusters
  Score: Raw -231126.658707 + Penalty 2470.455759 = -228656.202948
  nChanged 19
		SP:Iteration 17Q (104634.300000 sec): 3 clusters
  Score: Raw -231143.866552 + Penalty 2470.455759 = -228673.410794
  nChanged 16
		SP:Iteration 18Q (104634.440000 sec): 3 clusters
  Score: Raw -231155.722768 + Penalty 2470.455759 = -228685.267009
  nChanged 11
		SP:Iteration 19Q (104634.630000 sec): 3 clusters
  Score: Raw -231160.342988 + Penalty 2470.455759 = -228689.887229
  nChanged 8
		SP:Iteration 20F (104634.820000 sec): 3 clusters
  Score: Raw -231164.700434 + Penalty 2470.455759 = -228694.244675
  nChanged 5
		SP:Iteration 21Q (104634.970000 sec): 3 clusters
  Score: Raw -231168.237235 + Penalty 2470.455759 = -228697.781477
  nChanged 5
		SP:Iteration 22Q (104635.130000 sec): 3 clusters
  Score: Raw -231173.103711 + Penalty 2470.455759 = -228702.647952
  nChanged 2
		SP:Iteration 23Q (104635.310000 sec): 3 clusters
  Score: Raw -231175.704775 + Penalty 2470.455759 = -228705.249016
  nChanged 0
		SP:Iteration 24F (104635.450000 sec): 3 clusters
  Score: Raw -231175.704775 + Penalty 2470.455759 = -228705.249016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (49990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104635.840000 sec): 2 clusters
  Score: Raw -5811616.755935 + Penalty 1758.181468 = -5809858.574467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104636.270000 sec): 3 clusters
  Score: Raw -5779740.071650 + Penalty 3516.362936 = -5776223.708715
  nChanged 23619
		SP:Iteration 1F (104636.720000 sec): 3 clusters
  Score: Raw -5793605.348165 + Penalty 3516.362936 = -5790088.985229
  nChanged 2670
		SP:Iteration 2F (104637.120000 sec): 3 clusters
  Score: Raw -5794890.427213 + Penalty 3516.362936 = -5791374.064277
  nChanged 2903
		SP:Iteration 3F (104637.600000 sec): 3 clusters
  Score: Raw -5796477.660982 + Penalty 3516.362936 = -5792961.298046
  nChanged 3169
		SP:Iteration 4F (104638.020000 sec): 3 clusters
  Score: Raw -5798314.035417 + Penalty 3516.362936 = -5794797.672481
  nChanged 3100
		SP:Iteration 5F (104638.400000 sec): 3 clusters
  Score: Raw -5800173.775970 + Penalty 3516.362936 = -5796657.413034
  nChanged 2995
		SP:Iteration 6F (104638.820000 sec): 3 clusters
  Score: Raw -5801790.861148 + Penalty 3516.362936 = -5798274.498212
  nChanged 2497
		SP:Iteration 7Q (104639.210000 sec): 3 clusters
  Score: Raw -5802981.655227 + Penalty 3516.362936 = -5799465.292292
  nChanged 2098
		SP:Iteration 8Q (104639.610000 sec): 3 clusters
  Score: Raw -5803910.307691 + Penalty 3516.362936 = -5800393.944755
  nChanged 1714
		SP:Iteration 9Q (104640.060000 sec): 3 clusters
  Score: Raw -5804677.710472 + Penalty 3516.362936 = -5801161.347536
  nChanged 1545
		SP:Iteration 10Q (104640.480000 sec): 3 clusters
  Score: Raw -5805397.970577 + Penalty 3516.362936 = -5801881.607641
  nChanged 1532
		SP:Iteration 11Q (104640.900000 sec): 3 clusters
  Score: Raw -5806154.092188 + Penalty 3516.362936 = -5802637.729252
  nChanged 1511
		SP:Iteration 12Q (104641.280000 sec): 3 clusters
  Score: Raw -5806901.766106 + Penalty 3516.362936 = -5803385.403170
  nChanged 1487
		SP:Iteration 13Q (104641.670000 sec): 3 clusters
  Score: Raw -5807631.072415 + Penalty 3516.362936 = -5804114.709479
  nChanged 1397
		SP:Iteration 14Q (104642.100000 sec): 3 clusters
  Score: Raw -5808338.011595 + Penalty 3516.362936 = -5804821.648659
  nChanged 1326
		SP:Iteration 15Q (104642.480000 sec): 3 clusters
  Score: Raw -5809008.262899 + Penalty 3516.362936 = -5805491.899963
  nChanged 1218
		SP:Iteration 16Q (104642.840000 sec): 3 clusters
  Score: Raw -5809622.406260 + Penalty 3516.362936 = -5806106.043324
  nChanged 1063
		SP:Iteration 17Q (104643.220000 sec): 3 clusters
  Score: Raw -5810132.450582 + Penalty 3516.362936 = -5806616.087646
  nChanged 858
		SP:Iteration 18Q (104643.610000 sec): 3 clusters
  Score: Raw -5810564.060137 + Penalty 3516.362936 = -5807047.697201
  nChanged 781
		SP:Iteration 19Q (104643.960000 sec): 3 clusters
  Score: Raw -5811011.735451 + Penalty 3516.362936 = -5807495.372515
  nChanged 686
		SP:Iteration 20F (104644.350000 sec): 3 clusters
  Score: Raw -5811457.332561 + Penalty 3516.362936 = -5807940.969625
  nChanged 553
		SP:Iteration 21Q (104644.750000 sec): 3 clusters
  Score: Raw -5811848.104591 + Penalty 3516.362936 = -5808331.741655
  nChanged 404
		SP:Iteration 22Q (104645.090000 sec): 3 clusters
  Score: Raw -5812132.874983 + Penalty 3516.362936 = -5808616.512047
  nChanged 311
		SP:Iteration 23Q (104645.470000 sec): 3 clusters
  Score: Raw -5812315.194383 + Penalty 3516.362936 = -5808798.831447
  nChanged 251
		SP:Iteration 24Q (104645.810000 sec): 3 clusters
  Score: Raw -5812446.301159 + Penalty 3516.362936 = -5808929.938223
  nChanged 224
		SP:Iteration 25Q (104646.200000 sec): 3 clusters
  Score: Raw -5812554.155798 + Penalty 3516.362936 = -5809037.792862
  nChanged 185
		SP:Iteration 26Q (104646.520000 sec): 3 clusters
  Score: Raw -5812621.537656 + Penalty 3516.362936 = -5809105.174720
  nChanged 168
		SP:Iteration 27Q (104646.940000 sec): 3 clusters
  Score: Raw -5812673.213920 + Penalty 3516.362936 = -5809156.850984
  nChanged 141
		SP:Iteration 28Q (104647.280000 sec): 3 clusters
  Score: Raw -5812711.602903 + Penalty 3516.362936 = -5809195.239967
  nChanged 98
		SP:Iteration 29Q (104647.670000 sec): 3 clusters
  Score: Raw -5812734.421863 + Penalty 3516.362936 = -5809218.058927
  nChanged 81
		SP:Iteration 30Q (104648.030000 sec): 3 clusters
  Score: Raw -5812749.733123 + Penalty 3516.362936 = -5809233.370187
  nChanged 57
		SP:Iteration 31Q (104648.390000 sec): 3 clusters
  Score: Raw -5812761.390545 + Penalty 3516.362936 = -5809245.027609
  nChanged 43
		SP:Iteration 32Q (104648.800000 sec): 3 clusters
  Score: Raw -5812769.161831 + Penalty 3516.362936 = -5809252.798895
  nChanged 36
		SP:Iteration 33Q (104649.190000 sec): 3 clusters
  Score: Raw -5812773.805821 + Penalty 3516.362936 = -5809257.442885
  nChanged 38
		SP:Iteration 34Q (104649.570000 sec): 3 clusters
  Score: Raw -5812779.699302 + Penalty 3516.362936 = -5809263.336366
  nChanged 40
		SP:Iteration 35Q (104649.990000 sec): 3 clusters
  Score: Raw -5812786.001454 + Penalty 3516.362936 = -5809269.638518
  nChanged 26
		SP:Iteration 36Q (104650.400000 sec): 3 clusters
  Score: Raw -5812789.394730 + Penalty 3516.362936 = -5809273.031794
  nChanged 16
		SP:Iteration 37Q (104650.790000 sec): 3 clusters
  Score: Raw -5812791.146413 + Penalty 3516.362936 = -5809274.783477
  nChanged 10
		SP:Iteration 38Q (104651.200000 sec): 3 clusters
  Score: Raw -5812792.402714 + Penalty 3516.362936 = -5809276.039778
  nChanged 10
		SP:Iteration 39Q (104651.600000 sec): 3 clusters
  Score: Raw -5812793.710467 + Penalty 3516.362936 = -5809277.347531
  nChanged 13
		SP:Iteration 40F (104652.030000 sec): 3 clusters
  Score: Raw -5812795.393760 + Penalty 3516.362936 = -5809279.030824
  nChanged 11
		SP:Iteration 41Q (104652.410000 sec): 3 clusters
  Score: Raw -5812796.890867 + Penalty 3516.362936 = -5809280.527931
  nChanged 8
		SP:Iteration 42Q (104652.810000 sec): 3 clusters
  Score: Raw -5812797.765264 + Penalty 3516.362936 = -5809281.402328
  nChanged 11
		SP:Iteration 43Q (104653.230000 sec): 3 clusters
  Score: Raw -5812798.825022 + Penalty 3516.362936 = -5809282.462086
  nChanged 9
		SP:Iteration 44Q (104653.650000 sec): 3 clusters
  Score: Raw -5812799.642624 + Penalty 3516.362936 = -5809283.279688
  nChanged 9
		SP:Iteration 45Q (104654.070000 sec): 3 clusters
  Score: Raw -5812800.902690 + Penalty 3516.362936 = -5809284.539755
  nChanged 7
		SP:Iteration 46Q (104654.450000 sec): 3 clusters
  Score: Raw -5812801.656831 + Penalty 3516.362936 = -5809285.293896
  nChanged 6
		SP:Iteration 47Q (104654.820000 sec): 3 clusters
  Score: Raw -5812802.199416 + Penalty 3516.362936 = -5809285.836480
  nChanged 3
		SP:Iteration 48Q (104655.180000 sec): 3 clusters
  Score: Raw -5812802.474272 + Penalty 3516.362936 = -5809286.111336
  nChanged 1
		SP:Iteration 49Q (104655.570000 sec): 3 clusters
  Score: Raw -5812802.558582 + Penalty 3516.362936 = -5809286.195646
  nChanged 1
		SP:Iteration 50Q (104656.000000 sec): 3 clusters
  Score: Raw -5812802.659409 + Penalty 3516.362936 = -5809286.296473
  nChanged 0
		SP:Iteration 51F (104656.440000 sec): 3 clusters
  Score: Raw -5812802.659409 + Penalty 3516.362936 = -5809286.296473
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (2404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104656.570000 sec): 2 clusters
  Score: Raw -281440.866420 + Penalty 1265.044511 = -280175.821910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104656.750000 sec): 3 clusters
  Score: Raw -280376.704932 + Penalty 2530.089021 = -277846.615911
  nChanged 844
		SP:Iteration 1F (104656.970000 sec): 3 clusters
  Score: Raw -280873.822240 + Penalty 2530.089021 = -278343.733219
  nChanged 194
		SP:Iteration 2F (104657.140000 sec): 3 clusters
  Score: Raw -281033.381203 + Penalty 2530.089021 = -278503.292182
  nChanged 161
		SP:Iteration 3F (104657.320000 sec): 3 clusters
  Score: Raw -281190.175839 + Penalty 2530.089021 = -278660.086818
  nChanged 139
		SP:Iteration 4F (104657.530000 sec): 3 clusters
  Score: Raw -281316.417010 + Penalty 2530.089021 = -278786.327989
  nChanged 119
		SP:Iteration 5Q (104657.670000 sec): 3 clusters
  Score: Raw -281436.405258 + Penalty 2530.089021 = -278906.316237
  nChanged 121
		SP:Iteration 6F (104657.900000 sec): 3 clusters
  Score: Raw -281548.449847 + Penalty 2530.089021 = -279018.360826
  nChanged 103
		SP:Iteration 7Q (104658.040000 sec): 3 clusters
  Score: Raw -281634.527112 + Penalty 2530.089021 = -279104.438091
  nChanged 75
		SP:Iteration 8Q (104658.250000 sec): 3 clusters
  Score: Raw -281693.590315 + Penalty 2530.089021 = -279163.501294
  nChanged 63
		SP:Iteration 9Q (104658.430000 sec): 3 clusters
  Score: Raw -281739.780851 + Penalty 2530.089021 = -279209.691829
  nChanged 50
		SP:Iteration 10Q (104658.580000 sec): 3 clusters
  Score: Raw -281775.544432 + Penalty 2530.089021 = -279245.455411
  nChanged 45
		SP:Iteration 11Q (104658.740000 sec): 3 clusters
  Score: Raw -281806.895334 + Penalty 2530.089021 = -279276.806313
  nChanged 42
		SP:Iteration 12Q (104658.920000 sec): 3 clusters
  Score: Raw -281830.131707 + Penalty 2530.089021 = -279300.042686
  nChanged 29
		SP:Iteration 13Q (104659.090000 sec): 3 clusters
  Score: Raw -281843.214266 + Penalty 2530.089021 = -279313.125245
  nChanged 16
		SP:Iteration 14Q (104659.280000 sec): 3 clusters
  Score: Raw -281851.022580 + Penalty 2530.089021 = -279320.933559
  nChanged 17
		SP:Iteration 15Q (104659.440000 sec): 3 clusters
  Score: Raw -281858.076280 + Penalty 2530.089021 = -279327.987259
  nChanged 12
		SP:Iteration 16Q (104659.580000 sec): 3 clusters
  Score: Raw -281861.864446 + Penalty 2530.089021 = -279331.775425
  nChanged 8
		SP:Iteration 17Q (104659.750000 sec): 3 clusters
  Score: Raw -281864.988604 + Penalty 2530.089021 = -279334.899583
  nChanged 9
		SP:Iteration 18Q (104659.920000 sec): 3 clusters
  Score: Raw -281871.623943 + Penalty 2530.089021 = -279341.534922
  nChanged 8
		SP:Iteration 19Q (104660.140000 sec): 3 clusters
  Score: Raw -281874.756352 + Penalty 2530.089021 = -279344.667331
  nChanged 5
		SP:Iteration 20F (104660.300000 sec): 3 clusters
  Score: Raw -281876.842256 + Penalty 2530.089021 = -279346.753235
  nChanged 7
		SP:Iteration 21Q (104660.510000 sec): 3 clusters
  Score: Raw -281879.202913 + Penalty 2530.089021 = -279349.113892
  nChanged 1
		SP:Iteration 22Q (104660.660000 sec): 3 clusters
  Score: Raw -281879.358997 + Penalty 2530.089021 = -279349.269976
  nChanged 1
		SP:Iteration 23Q (104660.880000 sec): 3 clusters
  Score: Raw -281879.687780 + Penalty 2530.089021 = -279349.598759
  nChanged 0
		SP:Iteration 24F (104661.040000 sec): 3 clusters
  Score: Raw -281879.687780 + Penalty 2530.089021 = -279349.598759
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 31 (12060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104661.210000 sec): 2 clusters
  Score: Raw -1387193.105851 + Penalty 1527.118039 = -1385665.987812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104661.440000 sec): 3 clusters
  Score: Raw -1380093.405242 + Penalty 3054.236078 = -1377039.169164
  nChanged 5407
		SP:Iteration 1F (104661.630000 sec): 3 clusters
  Score: Raw -1383076.680380 + Penalty 3054.236078 = -1380022.444302
  nChanged 840
		SP:Iteration 2F (104661.840000 sec): 3 clusters
  Score: Raw -1383569.633571 + Penalty 3054.236078 = -1380515.397494
  nChanged 762
		SP:Iteration 3F (104662.090000 sec): 3 clusters
  Score: Raw -1383987.480018 + Penalty 3054.236078 = -1380933.243940
  nChanged 706
		SP:Iteration 4F (104662.320000 sec): 3 clusters
  Score: Raw -1384385.093876 + Penalty 3054.236078 = -1381330.857798
  nChanged 650
		SP:Iteration 5F (104662.500000 sec): 3 clusters
  Score: Raw -1384779.750717 + Penalty 3054.236078 = -1381725.514639
  nChanged 679
		SP:Iteration 6F (104662.740000 sec): 3 clusters
  Score: Raw -1385184.147495 + Penalty 3054.236078 = -1382129.911417
  nChanged 616
		SP:Iteration 7F (104663.000000 sec): 3 clusters
  Score: Raw -1385541.999562 + Penalty 3054.236078 = -1382487.763485
  nChanged 511
		SP:Iteration 8Q (104663.190000 sec): 3 clusters
  Score: Raw -1385818.828683 + Penalty 3054.236078 = -1382764.592606
  nChanged 485
		SP:Iteration 9Q (104663.390000 sec): 3 clusters
  Score: Raw -1386117.576516 + Penalty 3054.236078 = -1383063.340438
  nChanged 407
		SP:Iteration 10Q (104663.660000 sec): 3 clusters
  Score: Raw -1386377.910325 + Penalty 3054.236078 = -1383323.674248
  nChanged 388
		SP:Iteration 11Q (104663.860000 sec): 3 clusters
  Score: Raw -1386651.718268 + Penalty 3054.236078 = -1383597.482190
  nChanged 366
		SP:Iteration 12Q (104664.060000 sec): 3 clusters
  Score: Raw -1386897.540816 + Penalty 3054.236078 = -1383843.304738
  nChanged 297
		SP:Iteration 13Q (104664.280000 sec): 3 clusters
  Score: Raw -1387086.316904 + Penalty 3054.236078 = -1384032.080826
  nChanged 246
		SP:Iteration 14Q (104664.500000 sec): 3 clusters
  Score: Raw -1387246.611406 + Penalty 3054.236078 = -1384192.375328
  nChanged 210
		SP:Iteration 15Q (104664.750000 sec): 3 clusters
  Score: Raw -1387366.811335 + Penalty 3054.236078 = -1384312.575257
  nChanged 154
		SP:Iteration 16Q (104664.970000 sec): 3 clusters
  Score: Raw -1387456.407745 + Penalty 3054.236078 = -1384402.171667
  nChanged 128
		SP:Iteration 17Q (104665.150000 sec): 3 clusters
  Score: Raw -1387527.880076 + Penalty 3054.236078 = -1384473.643998
  nChanged 124
		SP:Iteration 18Q (104665.390000 sec): 3 clusters
  Score: Raw -1387595.287096 + Penalty 3054.236078 = -1384541.051018
  nChanged 89
		SP:Iteration 19Q (104665.630000 sec): 3 clusters
  Score: Raw -1387637.133844 + Penalty 3054.236078 = -1384582.897766
  nChanged 86
		SP:Iteration 20F (104665.840000 sec): 3 clusters
  Score: Raw -1387679.141740 + Penalty 3054.236078 = -1384624.905662
  nChanged 71
		SP:Iteration 21Q (104666.060000 sec): 3 clusters
  Score: Raw -1387708.613128 + Penalty 3054.236078 = -1384654.377050
  nChanged 55
		SP:Iteration 22Q (104666.260000 sec): 3 clusters
  Score: Raw -1387727.880533 + Penalty 3054.236078 = -1384673.644455
  nChanged 48
		SP:Iteration 23Q (104666.500000 sec): 3 clusters
  Score: Raw -1387746.142446 + Penalty 3054.236078 = -1384691.906368
  nChanged 42
		SP:Iteration 24Q (104666.720000 sec): 3 clusters
  Score: Raw -1387761.915487 + Penalty 3054.236078 = -1384707.679409
  nChanged 24
		SP:Iteration 25Q (104666.940000 sec): 3 clusters
  Score: Raw -1387769.844301 + Penalty 3054.236078 = -1384715.608223
  nChanged 20
		SP:Iteration 26Q (104667.150000 sec): 3 clusters
  Score: Raw -1387774.749958 + Penalty 3054.236078 = -1384720.513880
  nChanged 13
		SP:Iteration 27Q (104667.380000 sec): 3 clusters
  Score: Raw -1387777.542414 + Penalty 3054.236078 = -1384723.306336
  nChanged 4
		SP:Iteration 28Q (104667.580000 sec): 3 clusters
  Score: Raw -1387778.660371 + Penalty 3054.236078 = -1384724.424293
  nChanged 5
		SP:Iteration 29Q (104667.790000 sec): 3 clusters
  Score: Raw -1387779.926175 + Penalty 3054.236078 = -1384725.690098
  nChanged 2
		SP:Iteration 30Q (104667.990000 sec): 3 clusters
  Score: Raw -1387780.164116 + Penalty 3054.236078 = -1384725.928038
  nChanged 1
		SP:Iteration 31Q (104668.240000 sec): 3 clusters
  Score: Raw -1387780.475028 + Penalty 3054.236078 = -1384726.238950
  nChanged 2
		SP:Iteration 32Q (104668.480000 sec): 3 clusters
  Score: Raw -1387780.923345 + Penalty 3054.236078 = -1384726.687267
  nChanged 2
		SP:Iteration 33Q (104668.720000 sec): 3 clusters
  Score: Raw -1387781.829353 + Penalty 3054.236078 = -1384727.593275
  nChanged 1
		SP:Iteration 34Q (104668.900000 sec): 3 clusters
  Score: Raw -1387781.961987 + Penalty 3054.236078 = -1384727.725909
  nChanged 0
		SP:Iteration 35F (104669.120000 sec): 3 clusters
  Score: Raw -1387781.961987 + Penalty 3054.236078 = -1384727.725909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (2937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104669.240000 sec): 2 clusters
  Score: Raw -335064.000062 + Penalty 1297.585889 = -333766.414173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104669.410000 sec): 3 clusters
  Score: Raw -333674.437038 + Penalty 2595.171778 = -331079.265261
  nChanged 1113
		SP:Iteration 1F (104669.650000 sec): 3 clusters
  Score: Raw -334377.981372 + Penalty 2595.171778 = -331782.809594
  nChanged 277
		SP:Iteration 2F (104669.830000 sec): 3 clusters
  Score: Raw -334576.062909 + Penalty 2595.171778 = -331980.891131
  nChanged 162
		SP:Iteration 3F (104670.000000 sec): 3 clusters
  Score: Raw -334672.630068 + Penalty 2595.171778 = -332077.458290
  nChanged 131
		SP:Iteration 4Q (104670.130000 sec): 3 clusters
  Score: Raw -334754.549657 + Penalty 2595.171778 = -332159.377879
  nChanged 104
		SP:Iteration 5Q (104670.310000 sec): 3 clusters
  Score: Raw -334809.844938 + Penalty 2595.171778 = -332214.673161
  nChanged 84
		SP:Iteration 6Q (104670.490000 sec): 3 clusters
  Score: Raw -334854.500569 + Penalty 2595.171778 = -332259.328792
  nChanged 64
		SP:Iteration 7Q (104670.670000 sec): 3 clusters
  Score: Raw -334888.704909 + Penalty 2595.171778 = -332293.533131
  nChanged 60
		SP:Iteration 8Q (104670.890000 sec): 3 clusters
  Score: Raw -334921.696006 + Penalty 2595.171778 = -332326.524228
  nChanged 60
		SP:Iteration 9Q (104671.040000 sec): 3 clusters
  Score: Raw -334955.219545 + Penalty 2595.171778 = -332360.047767
  nChanged 55
		SP:Iteration 10Q (104671.230000 sec): 3 clusters
  Score: Raw -334986.877383 + Penalty 2595.171778 = -332391.705605
  nChanged 60
		SP:Iteration 11Q (104671.420000 sec): 3 clusters
  Score: Raw -335017.647790 + Penalty 2595.171778 = -332422.476013
  nChanged 47
		SP:Iteration 12Q (104671.600000 sec): 3 clusters
  Score: Raw -335042.710415 + Penalty 2595.171778 = -332447.538637
  nChanged 42
		SP:Iteration 13Q (104671.820000 sec): 3 clusters
  Score: Raw -335061.416617 + Penalty 2595.171778 = -332466.244840
  nChanged 39
		SP:Iteration 14Q (104672.010000 sec): 3 clusters
  Score: Raw -335082.157279 + Penalty 2595.171778 = -332486.985501
  nChanged 36
		SP:Iteration 15Q (104672.150000 sec): 3 clusters
  Score: Raw -335100.103109 + Penalty 2595.171778 = -332504.931331
  nChanged 43
		SP:Iteration 16Q (104672.340000 sec): 3 clusters
  Score: Raw -335123.997164 + Penalty 2595.171778 = -332528.825387
  nChanged 46
		SP:Iteration 17Q (104672.490000 sec): 3 clusters
  Score: Raw -335148.570553 + Penalty 2595.171778 = -332553.398775
  nChanged 40
		SP:Iteration 18Q (104672.650000 sec): 3 clusters
  Score: Raw -335172.728098 + Penalty 2595.171778 = -332577.556320
  nChanged 32
		SP:Iteration 19Q (104672.820000 sec): 3 clusters
  Score: Raw -335194.561791 + Penalty 2595.171778 = -332599.390013
  nChanged 36
		SP:Iteration 20F (104672.970000 sec): 3 clusters
  Score: Raw -335220.383463 + Penalty 2595.171778 = -332625.211685
  nChanged 42
		SP:Iteration 21Q (104673.140000 sec): 3 clusters
  Score: Raw -335255.176835 + Penalty 2595.171778 = -332660.005057
  nChanged 37
		SP:Iteration 22Q (104673.380000 sec): 3 clusters
  Score: Raw -335287.480854 + Penalty 2595.171778 = -332692.309076
  nChanged 41
		SP:Iteration 23Q (104673.560000 sec): 3 clusters
  Score: Raw -335323.327655 + Penalty 2595.171778 = -332728.155877
  nChanged 31
		SP:Iteration 24Q (104673.710000 sec): 3 clusters
  Score: Raw -335349.587352 + Penalty 2595.171778 = -332754.415575
  nChanged 28
		SP:Iteration 25Q (104673.920000 sec): 3 clusters
  Score: Raw -335367.659674 + Penalty 2595.171778 = -332772.487896
  nChanged 24
		SP:Iteration 26Q (104674.080000 sec): 3 clusters
  Score: Raw -335386.598428 + Penalty 2595.171778 = -332791.426650
  nChanged 23
		SP:Iteration 27Q (104674.290000 sec): 3 clusters
  Score: Raw -335400.970269 + Penalty 2595.171778 = -332805.798491
  nChanged 21
		SP:Iteration 28Q (104674.490000 sec): 3 clusters
  Score: Raw -335410.709050 + Penalty 2595.171778 = -332815.537272
  nChanged 15
		SP:Iteration 29Q (104674.680000 sec): 3 clusters
  Score: Raw -335419.026937 + Penalty 2595.171778 = -332823.855160
  nChanged 11
		SP:Iteration 30Q (104674.870000 sec): 3 clusters
  Score: Raw -335423.331700 + Penalty 2595.171778 = -332828.159922
  nChanged 7
		SP:Iteration 31Q (104675.030000 sec): 3 clusters
  Score: Raw -335426.801615 + Penalty 2595.171778 = -332831.629837
  nChanged 7
		SP:Iteration 32Q (104675.210000 sec): 3 clusters
  Score: Raw -335431.501500 + Penalty 2595.171778 = -332836.329723
  nChanged 4
		SP:Iteration 33Q (104675.400000 sec): 3 clusters
  Score: Raw -335432.996249 + Penalty 2595.171778 = -332837.824472
  nChanged 7
		SP:Iteration 34Q (104675.620000 sec): 3 clusters
  Score: Raw -335435.632202 + Penalty 2595.171778 = -332840.460425
  nChanged 5
		SP:Iteration 35Q (104675.810000 sec): 3 clusters
  Score: Raw -335438.114866 + Penalty 2595.171778 = -332842.943089
  nChanged 5
		SP:Iteration 36Q (104675.980000 sec): 3 clusters
  Score: Raw -335440.741495 + Penalty 2595.171778 = -332845.569717
  nChanged 6
		SP:Iteration 37Q (104676.150000 sec): 3 clusters
  Score: Raw -335444.317843 + Penalty 2595.171778 = -332849.146066
  nChanged 8
		SP:Iteration 38Q (104676.340000 sec): 3 clusters
  Score: Raw -335449.391614 + Penalty 2595.171778 = -332854.219836
  nChanged 13
		SP:Iteration 39Q (104676.570000 sec): 3 clusters
  Score: Raw -335458.051461 + Penalty 2595.171778 = -332862.879683
  nChanged 15
		SP:Iteration 40F (104676.710000 sec): 3 clusters
  Score: Raw -335468.697544 + Penalty 2595.171778 = -332873.525766
  nChanged 8
		SP:Iteration 41Q (104676.920000 sec): 3 clusters
  Score: Raw -335474.500039 + Penalty 2595.171778 = -332879.328262
  nChanged 5
		SP:Iteration 42Q (104677.100000 sec): 3 clusters
  Score: Raw -335477.319170 + Penalty 2595.171778 = -332882.147392
  nChanged 3
		SP:Iteration 43Q (104677.230000 sec): 3 clusters
  Score: Raw -335478.351410 + Penalty 2595.171778 = -332883.179633
  nChanged 1
		SP:Iteration 44Q (104677.450000 sec): 3 clusters
  Score: Raw -335478.798681 + Penalty 2595.171778 = -332883.626903
  nChanged 2
		SP:Iteration 45Q (104677.580000 sec): 3 clusters
  Score: Raw -335479.570659 + Penalty 2595.171778 = -332884.398881
  nChanged 3
		SP:Iteration 46Q (104677.810000 sec): 3 clusters
  Score: Raw -335481.864953 + Penalty 2595.171778 = -332886.693176
  nChanged 2
		SP:Iteration 47Q (104677.980000 sec): 3 clusters
  Score: Raw -335482.493046 + Penalty 2595.171778 = -332887.321269
  nChanged 0
		SP:Iteration 48F (104678.140000 sec): 3 clusters
  Score: Raw -335482.493046 + Penalty 2595.171778 = -332887.321269
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 33 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104678.220000 sec): 2 clusters
  Score: Raw -65585.293624 + Penalty 1031.450747 = -64553.842877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104678.440000 sec): 3 clusters
  Score: Raw -65504.634805 + Penalty 2062.901493 = -63441.733312
  nChanged 153
		SP:Iteration 1F (104678.540000 sec): 3 clusters
  Score: Raw -65651.397969 + Penalty 2062.901493 = -63588.496476
  nChanged 30
		SP:Iteration 2F (104678.700000 sec): 3 clusters
  Score: Raw -65722.671657 + Penalty 2062.901493 = -63659.770164
  nChanged 19
		SP:Iteration 3Q (104678.870000 sec): 3 clusters
  Score: Raw -65809.599041 + Penalty 2062.901493 = -63746.697548
  nChanged 27
		SP:Iteration 4Q (104679.050000 sec): 3 clusters
  Score: Raw -65856.875552 + Penalty 2062.901493 = -63793.974058
  nChanged 17
		SP:Iteration 5Q (104679.280000 sec): 3 clusters
  Score: Raw -65881.618624 + Penalty 2062.901493 = -63818.717131
  nChanged 13
		SP:Iteration 6Q (104679.450000 sec): 3 clusters
  Score: Raw -65897.717710 + Penalty 2062.901493 = -63834.816217
  nChanged 14
		SP:Iteration 7Q (104679.590000 sec): 3 clusters
  Score: Raw -65918.676673 + Penalty 2062.901493 = -63855.775180
  nChanged 13
		SP:Iteration 8Q (104679.770000 sec): 3 clusters
  Score: Raw -65942.166058 + Penalty 2062.901493 = -63879.264565
  nChanged 13
		SP:Iteration 9Q (104679.940000 sec): 3 clusters
  Score: Raw -65963.866629 + Penalty 2062.901493 = -63900.965136
  nChanged 7
		SP:Iteration 10Q (104680.150000 sec): 3 clusters
  Score: Raw -65972.720502 + Penalty 2062.901493 = -63909.819009
  nChanged 5
		SP:Iteration 11Q (104680.310000 sec): 3 clusters
  Score: Raw -65980.389819 + Penalty 2062.901493 = -63917.488326
  nChanged 5
		SP:Iteration 12Q (104680.520000 sec): 3 clusters
  Score: Raw -65988.332687 + Penalty 2062.901493 = -63925.431194
  nChanged 2
		SP:Iteration 13Q (104680.650000 sec): 3 clusters
  Score: Raw -65992.026728 + Penalty 2062.901493 = -63929.125235
  nChanged 2
		SP:Iteration 14Q (104680.850000 sec): 3 clusters
  Score: Raw -65995.841202 + Penalty 2062.901493 = -63932.939709
  nChanged 0
		SP:Iteration 15F (104680.990000 sec): 3 clusters
  Score: Raw -65995.841202 + Penalty 2062.901493 = -63932.939709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104681.110000 sec): 2 clusters
  Score: Raw -25111.047452 + Penalty 897.886103 = -24213.161349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104681.320000 sec): 3 clusters
  Score: Raw -25336.046648 + Penalty 1795.772205 = -23540.274443
  nChanged 57
		SP:Iteration 1F (104681.510000 sec): 3 clusters
  Score: Raw -25590.199282 + Penalty 1795.772205 = -23794.427077
  nChanged 17
		SP:Iteration 2F (104681.690000 sec): 3 clusters
  Score: Raw -25676.827846 + Penalty 1795.772205 = -23881.055641
  nChanged 10
		SP:Iteration 3Q (104681.810000 sec): 3 clusters
  Score: Raw -25754.738365 + Penalty 1795.772205 = -23958.966160
  nChanged 3
		SP:Iteration 4Q (104681.990000 sec): 3 clusters
  Score: Raw -25774.431677 + Penalty 1795.772205 = -23978.659472
  nChanged 0
		SP:Iteration 5F (104682.190000 sec): 3 clusters
  Score: Raw -25774.431677 + Penalty 1795.772205 = -23978.659472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (10502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104682.350000 sec): 2 clusters
  Score: Raw -1253743.553329 + Penalty 1504.639662 = -1252238.913668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104682.530000 sec): 3 clusters
  Score: Raw -1247736.637876 + Penalty 3009.279323 = -1244727.358553
  nChanged 4553
		SP:Iteration 1F (104682.770000 sec): 3 clusters
  Score: Raw -1250222.342106 + Penalty 3009.279323 = -1247213.062783
  nChanged 640
		SP:Iteration 2F (104682.970000 sec): 3 clusters
  Score: Raw -1250508.869859 + Penalty 3009.279323 = -1247499.590536
  nChanged 530
		SP:Iteration 3F (104683.200000 sec): 3 clusters
  Score: Raw -1250770.069800 + Penalty 3009.279323 = -1247760.790477
  nChanged 538
		SP:Iteration 4F (104683.400000 sec): 3 clusters
  Score: Raw -1251078.110759 + Penalty 3009.279323 = -1248068.831436
  nChanged 612
		SP:Iteration 5F (104683.650000 sec): 3 clusters
  Score: Raw -1251482.585689 + Penalty 3009.279323 = -1248473.306366
  nChanged 661
		SP:Iteration 6F (104683.850000 sec): 3 clusters
  Score: Raw -1251964.783224 + Penalty 3009.279323 = -1248955.503901
  nChanged 640
		SP:Iteration 7F (104684.090000 sec): 3 clusters
  Score: Raw -1252474.717102 + Penalty 3009.279323 = -1249465.437779
  nChanged 571
		SP:Iteration 8F (104684.330000 sec): 3 clusters
  Score: Raw -1252962.350800 + Penalty 3009.279323 = -1249953.071477
  nChanged 417
		SP:Iteration 9Q (104684.550000 sec): 3 clusters
  Score: Raw -1253319.190355 + Penalty 3009.279323 = -1250309.911031
  nChanged 276
		SP:Iteration 10Q (104684.760000 sec): 3 clusters
  Score: Raw -1253551.544854 + Penalty 3009.279323 = -1250542.265531
  nChanged 182
		SP:Iteration 11Q (104684.990000 sec): 3 clusters
  Score: Raw -1253706.930719 + Penalty 3009.279323 = -1250697.651396
  nChanged 104
		SP:Iteration 12Q (104685.210000 sec): 3 clusters
  Score: Raw -1253794.831579 + Penalty 3009.279323 = -1250785.552256
  nChanged 64
		SP:Iteration 13Q (104685.440000 sec): 3 clusters
  Score: Raw -1253858.328473 + Penalty 3009.279323 = -1250849.049150
  nChanged 42
		SP:Iteration 14Q (104685.650000 sec): 3 clusters
  Score: Raw -1253898.206001 + Penalty 3009.279323 = -1250888.926678
  nChanged 26
		SP:Iteration 15Q (104685.890000 sec): 3 clusters
  Score: Raw -1253922.679573 + Penalty 3009.279323 = -1250913.400250
  nChanged 21
		SP:Iteration 16Q (104686.110000 sec): 3 clusters
  Score: Raw -1253943.540205 + Penalty 3009.279323 = -1250934.260882
  nChanged 16
		SP:Iteration 17Q (104686.330000 sec): 3 clusters
  Score: Raw -1253957.399974 + Penalty 3009.279323 = -1250948.120651
  nChanged 11
		SP:Iteration 18Q (104686.510000 sec): 3 clusters
  Score: Raw -1253964.999264 + Penalty 3009.279323 = -1250955.719941
  nChanged 13
		SP:Iteration 19Q (104686.770000 sec): 3 clusters
  Score: Raw -1253980.685415 + Penalty 3009.279323 = -1250971.406092
  nChanged 12
		SP:Iteration 20F (104686.960000 sec): 3 clusters
  Score: Raw -1253994.029975 + Penalty 3009.279323 = -1250984.750651
  nChanged 9
		SP:Iteration 21Q (104687.170000 sec): 3 clusters
  Score: Raw -1254001.747468 + Penalty 3009.279323 = -1250992.468145
  nChanged 3
		SP:Iteration 22Q (104687.370000 sec): 3 clusters
  Score: Raw -1254005.835874 + Penalty 3009.279323 = -1250996.556551
  nChanged 2
		SP:Iteration 23Q (104687.590000 sec): 3 clusters
  Score: Raw -1254007.389840 + Penalty 3009.279323 = -1250998.110517
  nChanged 1
		SP:Iteration 24Q (104687.790000 sec): 3 clusters
  Score: Raw -1254008.519739 + Penalty 3009.279323 = -1250999.240415
  nChanged 2
		SP:Iteration 25Q (104688.010000 sec): 3 clusters
  Score: Raw -1254009.762342 + Penalty 3009.279323 = -1251000.483018
  nChanged 1
		SP:Iteration 26Q (104688.260000 sec): 3 clusters
  Score: Raw -1254010.419460 + Penalty 3009.279323 = -1251001.140137
  nChanged 2
		SP:Iteration 27Q (104688.410000 sec): 3 clusters
  Score: Raw -1254011.623174 + Penalty 3009.279323 = -1251002.343851
  nChanged 0
		SP:Iteration 28F (104688.650000 sec): 3 clusters
  Score: Raw -1254011.623174 + Penalty 3009.279323 = -1251002.343851
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104688.800000 sec): 2 clusters
  Score: Raw -444359.830135 + Penalty 1341.783021 = -443018.047114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104688.940000 sec): 3 clusters
  Score: Raw -442541.306899 + Penalty 2683.566043 = -439857.740856
  nChanged 1492
		SP:Iteration 1F (104689.150000 sec): 3 clusters
  Score: Raw -443475.844822 + Penalty 2683.566043 = -440792.278779
  nChanged 351
		SP:Iteration 2F (104689.290000 sec): 3 clusters
  Score: Raw -443863.216834 + Penalty 2683.566043 = -441179.650791
  nChanged 365
		SP:Iteration 3F (104689.480000 sec): 3 clusters
  Score: Raw -444335.982752 + Penalty 2683.566043 = -441652.416709
  nChanged 359
		SP:Iteration 4F (104689.650000 sec): 3 clusters
  Score: Raw -444760.761095 + Penalty 2683.566043 = -442077.195052
  nChanged 263
		SP:Iteration 5F (104689.810000 sec): 3 clusters
  Score: Raw -445029.516997 + Penalty 2683.566043 = -442345.950954
  nChanged 201
		SP:Iteration 6F (104690.010000 sec): 3 clusters
  Score: Raw -445227.498890 + Penalty 2683.566043 = -442543.932847
  nChanged 170
		SP:Iteration 7Q (104690.190000 sec): 3 clusters
  Score: Raw -445371.531352 + Penalty 2683.566043 = -442687.965309
  nChanged 106
		SP:Iteration 8Q (104690.400000 sec): 3 clusters
  Score: Raw -445435.226444 + Penalty 2683.566043 = -442751.660401
  nChanged 60
		SP:Iteration 9Q (104690.580000 sec): 3 clusters
  Score: Raw -445467.499732 + Penalty 2683.566043 = -442783.933689
  nChanged 44
		SP:Iteration 10Q (104690.740000 sec): 3 clusters
  Score: Raw -445484.505705 + Penalty 2683.566043 = -442800.939662
  nChanged 27
		SP:Iteration 11Q (104690.950000 sec): 3 clusters
  Score: Raw -445492.648907 + Penalty 2683.566043 = -442809.082864
  nChanged 15
		SP:Iteration 12Q (104691.110000 sec): 3 clusters
  Score: Raw -445498.557314 + Penalty 2683.566043 = -442814.991271
  nChanged 13
		SP:Iteration 13Q (104691.320000 sec): 3 clusters
  Score: Raw -445501.904348 + Penalty 2683.566043 = -442818.338305
  nChanged 4
		SP:Iteration 14Q (104691.460000 sec): 3 clusters
  Score: Raw -445502.680376 + Penalty 2683.566043 = -442819.114333
  nChanged 5
		SP:Iteration 15Q (104691.700000 sec): 3 clusters
  Score: Raw -445503.615837 + Penalty 2683.566043 = -442820.049794
  nChanged 3
		SP:Iteration 16Q (104691.860000 sec): 3 clusters
  Score: Raw -445504.209016 + Penalty 2683.566043 = -442820.642973
  nChanged 2
		SP:Iteration 17Q (104692.050000 sec): 3 clusters
  Score: Raw -445504.685838 + Penalty 2683.566043 = -442821.119795
  nChanged 5
		SP:Iteration 18Q (104692.230000 sec): 3 clusters
  Score: Raw -445505.767293 + Penalty 2683.566043 = -442822.201250
  nChanged 9
		SP:Iteration 19Q (104692.410000 sec): 3 clusters
  Score: Raw -445507.833828 + Penalty 2683.566043 = -442824.267785
  nChanged 7
		SP:Iteration 20F (104692.600000 sec): 3 clusters
  Score: Raw -445509.639213 + Penalty 2683.566043 = -442826.073170
  nChanged 6
		SP:Iteration 21Q (104692.770000 sec): 3 clusters
  Score: Raw -445511.015040 + Penalty 2683.566043 = -442827.448997
  nChanged 5
		SP:Iteration 22Q (104692.970000 sec): 3 clusters
  Score: Raw -445512.137563 + Penalty 2683.566043 = -442828.571521
  nChanged 2
		SP:Iteration 23Q (104693.120000 sec): 3 clusters
  Score: Raw -445512.470703 + Penalty 2683.566043 = -442828.904660
  nChanged 1
		SP:Iteration 24Q (104693.320000 sec): 3 clusters
  Score: Raw -445512.676208 + Penalty 2683.566043 = -442829.110165
  nChanged 0
		SP:Iteration 25F (104693.480000 sec): 3 clusters
  Score: Raw -445512.676208 + Penalty 2683.566043 = -442829.110165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104693.610000 sec): 2 clusters
  Score: Raw -90746.038901 + Penalty 1088.067324 = -89657.971577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104693.800000 sec): 3 clusters
  Score: Raw -90539.104097 + Penalty 2176.134648 = -88362.969449
  nChanged 217
		SP:Iteration 1F (104693.960000 sec): 3 clusters
  Score: Raw -90764.441382 + Penalty 2176.134648 = -88588.306734
  nChanged 62
		SP:Iteration 2F (104694.130000 sec): 3 clusters
  Score: Raw -90845.830333 + Penalty 2176.134648 = -88669.695685
  nChanged 40
		SP:Iteration 3Q (104694.300000 sec): 3 clusters
  Score: Raw -90896.036351 + Penalty 2176.134648 = -88719.901703
  nChanged 25
		SP:Iteration 4Q (104694.490000 sec): 3 clusters
  Score: Raw -90930.986230 + Penalty 2176.134648 = -88754.851582
  nChanged 15
		SP:Iteration 5Q (104694.690000 sec): 3 clusters
  Score: Raw -90947.239078 + Penalty 2176.134648 = -88771.104430
  nChanged 14
		SP:Iteration 6Q (104694.870000 sec): 3 clusters
  Score: Raw -90967.115127 + Penalty 2176.134648 = -88790.980479
  nChanged 7
		SP:Iteration 7Q (104695.000000 sec): 3 clusters
  Score: Raw -90975.423864 + Penalty 2176.134648 = -88799.289216
  nChanged 4
		SP:Iteration 8Q (104695.230000 sec): 3 clusters
  Score: Raw -90979.485617 + Penalty 2176.134648 = -88803.350969
  nChanged 5
		SP:Iteration 9Q (104695.390000 sec): 3 clusters
  Score: Raw -90982.988691 + Penalty 2176.134648 = -88806.854043
  nChanged 1
		SP:Iteration 10Q (104695.560000 sec): 3 clusters
  Score: Raw -90984.004213 + Penalty 2176.134648 = -88807.869565
  nChanged 0
		SP:Iteration 11F (104695.720000 sec): 3 clusters
  Score: Raw -90984.004213 + Penalty 2176.134648 = -88807.869565
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 38 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104695.810000 sec): 2 clusters
  Score: Raw -121241.706645 + Penalty 1131.518373 = -120110.188272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104695.990000 sec): 3 clusters
  Score: Raw -120898.006410 + Penalty 2263.036745 = -118634.969664
  nChanged 329
		SP:Iteration 1F (104696.150000 sec): 3 clusters
  Score: Raw -121193.008188 + Penalty 2263.036745 = -118929.971442
  nChanged 76
		SP:Iteration 2F (104696.340000 sec): 3 clusters
  Score: Raw -121272.552297 + Penalty 2263.036745 = -119009.515552
  nChanged 39
		SP:Iteration 3Q (104696.490000 sec): 3 clusters
  Score: Raw -121309.832297 + Penalty 2263.036745 = -119046.795551
  nChanged 22
		SP:Iteration 4Q (104696.670000 sec): 3 clusters
  Score: Raw -121327.349082 + Penalty 2263.036745 = -119064.312337
  nChanged 12
		SP:Iteration 5Q (104696.850000 sec): 3 clusters
  Score: Raw -121339.060089 + Penalty 2263.036745 = -119076.023344
  nChanged 13
		SP:Iteration 6Q (104697.030000 sec): 3 clusters
  Score: Raw -121351.253859 + Penalty 2263.036745 = -119088.217114
  nChanged 6
		SP:Iteration 7Q (104697.220000 sec): 3 clusters
  Score: Raw -121356.222542 + Penalty 2263.036745 = -119093.185797
  nChanged 9
		SP:Iteration 8Q (104697.400000 sec): 3 clusters
  Score: Raw -121363.840854 + Penalty 2263.036745 = -119100.804109
  nChanged 5
		SP:Iteration 9Q (104697.600000 sec): 3 clusters
  Score: Raw -121368.049276 + Penalty 2263.036745 = -119105.012531
  nChanged 6
		SP:Iteration 10Q (104697.740000 sec): 3 clusters
  Score: Raw -121372.324868 + Penalty 2263.036745 = -119109.288122
  nChanged 5
		SP:Iteration 11Q (104697.910000 sec): 3 clusters
  Score: Raw -121375.618124 + Penalty 2263.036745 = -119112.581378
  nChanged 7
		SP:Iteration 12Q (104698.080000 sec): 3 clusters
  Score: Raw -121381.593620 + Penalty 2263.036745 = -119118.556874
  nChanged 4
		SP:Iteration 13Q (104698.300000 sec): 3 clusters
  Score: Raw -121383.706000 + Penalty 2263.036745 = -119120.669255
  nChanged 2
		SP:Iteration 14Q (104698.460000 sec): 3 clusters
  Score: Raw -121384.914431 + Penalty 2263.036745 = -119121.877685
  nChanged 2
		SP:Iteration 15Q (104698.640000 sec): 3 clusters
  Score: Raw -121385.768057 + Penalty 2263.036745 = -119122.731311
  nChanged 1
		SP:Iteration 16Q (104698.830000 sec): 3 clusters
  Score: Raw -121386.004169 + Penalty 2263.036745 = -119122.967424
  nChanged 1
		SP:Iteration 17Q (104699.000000 sec): 3 clusters
  Score: Raw -121387.154835 + Penalty 2263.036745 = -119124.118089
  nChanged 0
		SP:Iteration 18F (104699.170000 sec): 3 clusters
  Score: Raw -121387.154835 + Penalty 2263.036745 = -119124.118089
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104699.300000 sec): 2 clusters
  Score: Raw -21337.928953 + Penalty 870.445270 = -20467.483684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104699.440000 sec): 3 clusters
  Score: Raw -21433.391346 + Penalty 1740.890539 = -19692.500807
  nChanged 37
		SP:Iteration 1F (104699.600000 sec): 3 clusters
  Score: Raw -21542.802513 + Penalty 1740.890539 = -19801.911974
  nChanged 4
		SP:Iteration 2Q (104699.800000 sec): 3 clusters
  Score: Raw -21563.107984 + Penalty 1740.890539 = -19822.217445
  nChanged 2
		SP:Iteration 3Q (104699.940000 sec): 3 clusters
  Score: Raw -21566.475105 + Penalty 1740.890539 = -19825.584566
  nChanged 0
		SP:Iteration 4F (104700.120000 sec): 3 clusters
  Score: Raw -21566.475105 + Penalty 1740.890539 = -19825.584566
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104700.190000 sec): 2 clusters
  Score: Raw -21157.160317 + Penalty 841.124332 = -20316.035986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104700.390000 sec): 3 clusters
  Score: Raw -21312.347014 + Penalty 1682.248663 = -19630.098351
  nChanged 31
		SP:Iteration 1F (104700.570000 sec): 3 clusters
  Score: Raw -21398.561592 + Penalty 1682.248663 = -19716.312929
  nChanged 8
		SP:Iteration 2Q (104700.680000 sec): 3 clusters
  Score: Raw -21426.173657 + Penalty 1682.248663 = -19743.924994
  nChanged 5
		SP:Iteration 3Q (104700.870000 sec): 3 clusters
  Score: Raw -21448.356696 + Penalty 1682.248663 = -19766.108033
  nChanged 0
		SP:Iteration 4F (104701.040000 sec): 3 clusters
  Score: Raw -21449.506167 + Penalty 1682.248663 = -19767.257504
  nChanged 1
		SP:Iteration 5Q (104701.220000 sec): 3 clusters
  Score: Raw -21460.770407 + Penalty 1682.248663 = -19778.521744
  nChanged 1
		SP:Iteration 6Q (104701.360000 sec): 3 clusters
  Score: Raw -21463.671818 + Penalty 1682.248663 = -19781.423155
  nChanged 2
		SP:Iteration 7Q (104701.530000 sec): 3 clusters
  Score: Raw -21482.414738 + Penalty 1682.248663 = -19800.166075
  nChanged 2
		SP:Iteration 8Q (104701.720000 sec): 3 clusters
  Score: Raw -21494.253201 + Penalty 1682.248663 = -19812.004538
  nChanged 3
		SP:Iteration 9Q (104701.910000 sec): 3 clusters
  Score: Raw -21520.795421 + Penalty 1682.248663 = -19838.546758
  nChanged 1
		SP:Iteration 10Q (104702.080000 sec): 3 clusters
  Score: Raw -21529.500035 + Penalty 1682.248663 = -19847.251372
  nChanged 0
		SP:Iteration 11F (104702.230000 sec): 3 clusters
  Score: Raw -21529.500035 + Penalty 1682.248663 = -19847.251372
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104702.340000 sec): 2 clusters
  Score: Raw -319790.379569 + Penalty 1289.881413 = -318500.498155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104702.540000 sec): 3 clusters
  Score: Raw -318527.010451 + Penalty 2579.762827 = -315947.247624
  nChanged 1042
		SP:Iteration 1F (104702.710000 sec): 3 clusters
  Score: Raw -319242.435576 + Penalty 2579.762827 = -316662.672749
  nChanged 230
		SP:Iteration 2F (104702.900000 sec): 3 clusters
  Score: Raw -319431.185460 + Penalty 2579.762827 = -316851.422633
  nChanged 151
		SP:Iteration 3F (104703.050000 sec): 3 clusters
  Score: Raw -319541.008895 + Penalty 2579.762827 = -316961.246068
  nChanged 115
		SP:Iteration 4Q (104703.220000 sec): 3 clusters
  Score: Raw -319624.622384 + Penalty 2579.762827 = -317044.859557
  nChanged 102
		SP:Iteration 5Q (104703.430000 sec): 3 clusters
  Score: Raw -319698.228670 + Penalty 2579.762827 = -317118.465843
  nChanged 88
		SP:Iteration 6Q (104703.580000 sec): 3 clusters
  Score: Raw -319755.561281 + Penalty 2579.762827 = -317175.798454
  nChanged 59
		SP:Iteration 7Q (104703.780000 sec): 3 clusters
  Score: Raw -319791.620232 + Penalty 2579.762827 = -317211.857405
  nChanged 54
		SP:Iteration 8Q (104703.950000 sec): 3 clusters
  Score: Raw -319824.932338 + Penalty 2579.762827 = -317245.169511
  nChanged 54
		SP:Iteration 9Q (104704.150000 sec): 3 clusters
  Score: Raw -319855.060192 + Penalty 2579.762827 = -317275.297365
  nChanged 55
		SP:Iteration 10Q (104704.340000 sec): 3 clusters
  Score: Raw -319882.665518 + Penalty 2579.762827 = -317302.902691
  nChanged 31
		SP:Iteration 11Q (104704.510000 sec): 3 clusters
  Score: Raw -319896.884313 + Penalty 2579.762827 = -317317.121486
  nChanged 25
		SP:Iteration 12Q (104704.690000 sec): 3 clusters
  Score: Raw -319906.011974 + Penalty 2579.762827 = -317326.249147
  nChanged 23
		SP:Iteration 13Q (104704.840000 sec): 3 clusters
  Score: Raw -319913.020600 + Penalty 2579.762827 = -317333.257773
  nChanged 12
		SP:Iteration 14Q (104705.030000 sec): 3 clusters
  Score: Raw -319918.362622 + Penalty 2579.762827 = -317338.599795
  nChanged 16
		SP:Iteration 15Q (104705.210000 sec): 3 clusters
  Score: Raw -319928.926909 + Penalty 2579.762827 = -317349.164082
  nChanged 18
		SP:Iteration 16Q (104705.360000 sec): 3 clusters
  Score: Raw -319938.144230 + Penalty 2579.762827 = -317358.381403
  nChanged 11
		SP:Iteration 17Q (104705.580000 sec): 3 clusters
  Score: Raw -319944.818320 + Penalty 2579.762827 = -317365.055493
  nChanged 13
		SP:Iteration 18Q (104705.730000 sec): 3 clusters
  Score: Raw -319949.454277 + Penalty 2579.762827 = -317369.691450
  nChanged 7
		SP:Iteration 19Q (104705.910000 sec): 3 clusters
  Score: Raw -319952.035861 + Penalty 2579.762827 = -317372.273034
  nChanged 6
		SP:Iteration 20F (104706.100000 sec): 3 clusters
  Score: Raw -319955.221112 + Penalty 2579.762827 = -317375.458285
  nChanged 7
		SP:Iteration 21Q (104706.280000 sec): 3 clusters
  Score: Raw -319958.469196 + Penalty 2579.762827 = -317378.706369
  nChanged 10
		SP:Iteration 22Q (104706.460000 sec): 3 clusters
  Score: Raw -319963.213563 + Penalty 2579.762827 = -317383.450736
  nChanged 13
		SP:Iteration 23Q (104706.640000 sec): 3 clusters
  Score: Raw -319970.230892 + Penalty 2579.762827 = -317390.468065
  nChanged 15
		SP:Iteration 24Q (104706.850000 sec): 3 clusters
  Score: Raw -319976.107887 + Penalty 2579.762827 = -317396.345060
  nChanged 14
		SP:Iteration 25Q (104707.030000 sec): 3 clusters
  Score: Raw -319985.541116 + Penalty 2579.762827 = -317405.778289
  nChanged 16
		SP:Iteration 26Q (104707.170000 sec): 3 clusters
  Score: Raw -319995.069311 + Penalty 2579.762827 = -317415.306484
  nChanged 16
		SP:Iteration 27Q (104707.400000 sec): 3 clusters
  Score: Raw -320002.662083 + Penalty 2579.762827 = -317422.899256
  nChanged 22
		SP:Iteration 28Q (104707.560000 sec): 3 clusters
  Score: Raw -320012.116495 + Penalty 2579.762827 = -317432.353668
  nChanged 24
		SP:Iteration 29Q (104707.780000 sec): 3 clusters
  Score: Raw -320027.162252 + Penalty 2579.762827 = -317447.399425
  nChanged 32
		SP:Iteration 30Q (104707.960000 sec): 3 clusters
  Score: Raw -320043.294733 + Penalty 2579.762827 = -317463.531906
  nChanged 23
		SP:Iteration 31Q (104708.140000 sec): 3 clusters
  Score: Raw -320055.502506 + Penalty 2579.762827 = -317475.739679
  nChanged 32
		SP:Iteration 32Q (104708.340000 sec): 3 clusters
  Score: Raw -320071.042201 + Penalty 2579.762827 = -317491.279374
  nChanged 27
		SP:Iteration 33Q (104708.530000 sec): 3 clusters
  Score: Raw -320082.282097 + Penalty 2579.762827 = -317502.519270
  nChanged 29
		SP:Iteration 34Q (104708.710000 sec): 3 clusters
  Score: Raw -320093.041463 + Penalty 2579.762827 = -317513.278636
  nChanged 17
		SP:Iteration 35Q (104708.910000 sec): 3 clusters
  Score: Raw -320099.218266 + Penalty 2579.762827 = -317519.455439
  nChanged 14
		SP:Iteration 36Q (104709.080000 sec): 3 clusters
  Score: Raw -320102.905361 + Penalty 2579.762827 = -317523.142534
  nChanged 9
		SP:Iteration 37Q (104709.270000 sec): 3 clusters
  Score: Raw -320107.407953 + Penalty 2579.762827 = -317527.645126
  nChanged 14
		SP:Iteration 38Q (104709.470000 sec): 3 clusters
  Score: Raw -320113.062623 + Penalty 2579.762827 = -317533.299796
  nChanged 19
		SP:Iteration 39Q (104709.620000 sec): 3 clusters
  Score: Raw -320119.163622 + Penalty 2579.762827 = -317539.400795
  nChanged 10
		SP:Iteration 40F (104709.810000 sec): 3 clusters
  Score: Raw -320122.827631 + Penalty 2579.762827 = -317543.064804
  nChanged 7
		SP:Iteration 41Q (104709.950000 sec): 3 clusters
  Score: Raw -320125.123330 + Penalty 2579.762827 = -317545.360503
  nChanged 3
		SP:Iteration 42Q (104710.180000 sec): 3 clusters
  Score: Raw -320125.813739 + Penalty 2579.762827 = -317546.050912
  nChanged 2
		SP:Iteration 43Q (104710.360000 sec): 3 clusters
  Score: Raw -320126.808524 + Penalty 2579.762827 = -317547.045697
  nChanged 1
		SP:Iteration 44Q (104710.520000 sec): 3 clusters
  Score: Raw -320126.961273 + Penalty 2579.762827 = -317547.198446
  nChanged 1
		SP:Iteration 45Q (104710.730000 sec): 3 clusters
  Score: Raw -320127.339467 + Penalty 2579.762827 = -317547.576640
  nChanged 2
		SP:Iteration 46Q (104710.880000 sec): 3 clusters
  Score: Raw -320127.807357 + Penalty 2579.762827 = -317548.044530
  nChanged 2
		SP:Iteration 47Q (104711.080000 sec): 3 clusters
  Score: Raw -320128.712031 + Penalty 2579.762827 = -317548.949205
  nChanged 2
		SP:Iteration 48Q (104711.230000 sec): 3 clusters
  Score: Raw -320129.189713 + Penalty 2579.762827 = -317549.426886
  nChanged 2
		SP:Iteration 49Q (104711.450000 sec): 3 clusters
  Score: Raw -320129.959533 + Penalty 2579.762827 = -317550.196706
  nChanged 3
		SP:Iteration 50Q (104711.640000 sec): 3 clusters
  Score: Raw -320131.054026 + Penalty 2579.762827 = -317551.291199
  nChanged 1
		SP:Iteration 51Q (104711.770000 sec): 3 clusters
  Score: Raw -320131.321157 + Penalty 2579.762827 = -317551.558330
  nChanged 1
		SP:Iteration 52Q (104711.990000 sec): 3 clusters
  Score: Raw -320131.507107 + Penalty 2579.762827 = -317551.744280
  nChanged 0
		SP:Iteration 53F (104712.150000 sec): 3 clusters
  Score: Raw -320131.507107 + Penalty 2579.762827 = -317551.744280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 42 (50356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104712.510000 sec): 2 clusters
  Score: Raw -6241771.908049 + Penalty 1759.366872 = -6240012.541177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104712.890000 sec): 3 clusters
  Score: Raw -6209843.361252 + Penalty 3518.733743 = -6206324.627508
  nChanged 23629
		SP:Iteration 1F (104713.260000 sec): 3 clusters
  Score: Raw -6223023.795763 + Penalty 3518.733743 = -6219505.062019
  nChanged 1908
		SP:Iteration 2Q (104713.690000 sec): 3 clusters
  Score: Raw -6223498.712960 + Penalty 3518.733743 = -6219979.979217
  nChanged 1867
		SP:Iteration 3Q (104714.090000 sec): 3 clusters
  Score: Raw -6223990.236311 + Penalty 3518.733743 = -6220471.502567
  nChanged 1826
		SP:Iteration 4Q (104714.480000 sec): 3 clusters
  Score: Raw -6224562.308240 + Penalty 3518.733743 = -6221043.574497
  nChanged 2176
		SP:Iteration 5Q (104714.910000 sec): 3 clusters
  Score: Raw -6225439.339452 + Penalty 3518.733743 = -6221920.605708
  nChanged 2848
		SP:Iteration 6F (104715.330000 sec): 3 clusters
  Score: Raw -6227024.088908 + Penalty 3518.733743 = -6223505.355165
  nChanged 3625
		SP:Iteration 7F (104715.720000 sec): 3 clusters
  Score: Raw -6229640.893930 + Penalty 3518.733743 = -6226122.160187
  nChanged 4118
		SP:Iteration 8F (104716.130000 sec): 3 clusters
  Score: Raw -6233259.704333 + Penalty 3518.733743 = -6229740.970589
  nChanged 3913
		SP:Iteration 9F (104716.530000 sec): 3 clusters
  Score: Raw -6237074.286851 + Penalty 3518.733743 = -6233555.553107
  nChanged 2723
		SP:Iteration 10F (104716.930000 sec): 3 clusters
  Score: Raw -6239745.119295 + Penalty 3518.733743 = -6236226.385552
  nChanged 1381
		SP:Iteration 11Q (104717.340000 sec): 3 clusters
  Score: Raw -6241002.554975 + Penalty 3518.733743 = -6237483.821231
  nChanged 620
		SP:Iteration 12Q (104717.710000 sec): 3 clusters
  Score: Raw -6241517.274023 + Penalty 3518.733743 = -6237998.540280
  nChanged 276
		SP:Iteration 13Q (104718.070000 sec): 3 clusters
  Score: Raw -6241734.695208 + Penalty 3518.733743 = -6238215.961465
  nChanged 156
		SP:Iteration 14Q (104718.430000 sec): 3 clusters
  Score: Raw -6241856.851548 + Penalty 3518.733743 = -6238338.117804
  nChanged 87
		SP:Iteration 15Q (104718.860000 sec): 3 clusters
  Score: Raw -6241928.223955 + Penalty 3518.733743 = -6238409.490211
  nChanged 71
		SP:Iteration 16Q (104719.240000 sec): 3 clusters
  Score: Raw -6241985.511577 + Penalty 3518.733743 = -6238466.777833
  nChanged 31
		SP:Iteration 17Q (104719.630000 sec): 3 clusters
  Score: Raw -6242006.009754 + Penalty 3518.733743 = -6238487.276011
  nChanged 21
		SP:Iteration 18Q (104720.020000 sec): 3 clusters
  Score: Raw -6242025.808391 + Penalty 3518.733743 = -6238507.074647
  nChanged 18
		SP:Iteration 19Q (104720.410000 sec): 3 clusters
  Score: Raw -6242043.422579 + Penalty 3518.733743 = -6238524.688835
  nChanged 18
		SP:Iteration 20F (104720.770000 sec): 3 clusters
  Score: Raw -6242056.746483 + Penalty 3518.733743 = -6238538.012740
  nChanged 16
		SP:Iteration 21Q (104721.170000 sec): 3 clusters
  Score: Raw -6242064.201513 + Penalty 3518.733743 = -6238545.467770
  nChanged 13
		SP:Iteration 22Q (104721.550000 sec): 3 clusters
  Score: Raw -6242071.116914 + Penalty 3518.733743 = -6238552.383171
  nChanged 11
		SP:Iteration 23Q (104721.930000 sec): 3 clusters
  Score: Raw -6242082.577648 + Penalty 3518.733743 = -6238563.843904
  nChanged 12
		SP:Iteration 24Q (104722.330000 sec): 3 clusters
  Score: Raw -6242094.737789 + Penalty 3518.733743 = -6238576.004046
  nChanged 10
		SP:Iteration 25Q (104722.710000 sec): 3 clusters
  Score: Raw -6242102.618228 + Penalty 3518.733743 = -6238583.884485
  nChanged 11
		SP:Iteration 26Q (104723.120000 sec): 3 clusters
  Score: Raw -6242113.097778 + Penalty 3518.733743 = -6238594.364034
  nChanged 10
		SP:Iteration 27Q (104723.510000 sec): 3 clusters
  Score: Raw -6242119.908818 + Penalty 3518.733743 = -6238601.175075
  nChanged 5
		SP:Iteration 28Q (104723.930000 sec): 3 clusters
  Score: Raw -6242122.942032 + Penalty 3518.733743 = -6238604.208288
  nChanged 5
		SP:Iteration 29Q (104724.310000 sec): 3 clusters
  Score: Raw -6242125.445189 + Penalty 3518.733743 = -6238606.711445
  nChanged 1
		SP:Iteration 30Q (104724.670000 sec): 3 clusters
  Score: Raw -6242126.679839 + Penalty 3518.733743 = -6238607.946095
  nChanged 1
		SP:Iteration 31Q (104724.990000 sec): 3 clusters
  Score: Raw -6242127.896240 + Penalty 3518.733743 = -6238609.162497
  nChanged 0
		SP:Iteration 32F (104725.390000 sec): 3 clusters
  Score: Raw -6242127.896240 + Penalty 3518.733743 = -6238609.162497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104725.560000 sec): 2 clusters
  Score: Raw -192567.370903 + Penalty 1205.454384 = -191361.916519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104725.700000 sec): 3 clusters
  Score: Raw -191874.034687 + Penalty 2410.908767 = -189463.125920
  nChanged 569
		SP:Iteration 1F (104725.890000 sec): 3 clusters
  Score: Raw -192295.574917 + Penalty 2410.908767 = -189884.666149
  nChanged 126
		SP:Iteration 2F (104726.060000 sec): 3 clusters
  Score: Raw -192397.653951 + Penalty 2410.908767 = -189986.745184
  nChanged 86
		SP:Iteration 3F (104726.230000 sec): 3 clusters
  Score: Raw -192465.074447 + Penalty 2410.908767 = -190054.165679
  nChanged 62
		SP:Iteration 4Q (104726.420000 sec): 3 clusters
  Score: Raw -192510.285991 + Penalty 2410.908767 = -190099.377224
  nChanged 50
		SP:Iteration 5Q (104726.610000 sec): 3 clusters
  Score: Raw -192545.459411 + Penalty 2410.908767 = -190134.550644
  nChanged 36
		SP:Iteration 6Q (104726.780000 sec): 3 clusters
  Score: Raw -192573.991703 + Penalty 2410.908767 = -190163.082935
  nChanged 27
		SP:Iteration 7Q (104726.970000 sec): 3 clusters
  Score: Raw -192593.146881 + Penalty 2410.908767 = -190182.238113
  nChanged 20
		SP:Iteration 8Q (104727.120000 sec): 3 clusters
  Score: Raw -192614.674196 + Penalty 2410.908767 = -190203.765428
  nChanged 26
		SP:Iteration 9Q (104727.280000 sec): 3 clusters
  Score: Raw -192636.410325 + Penalty 2410.908767 = -190225.501558
  nChanged 31
		SP:Iteration 10Q (104727.470000 sec): 3 clusters
  Score: Raw -192655.870863 + Penalty 2410.908767 = -190244.962096
  nChanged 17
		SP:Iteration 11Q (104727.660000 sec): 3 clusters
  Score: Raw -192668.058363 + Penalty 2410.908767 = -190257.149595
  nChanged 15
		SP:Iteration 12Q (104727.850000 sec): 3 clusters
  Score: Raw -192678.615457 + Penalty 2410.908767 = -190267.706690
  nChanged 23
		SP:Iteration 13Q (104727.990000 sec): 3 clusters
  Score: Raw -192692.372024 + Penalty 2410.908767 = -190281.463257
  nChanged 19
		SP:Iteration 14Q (104728.170000 sec): 3 clusters
  Score: Raw -192703.191198 + Penalty 2410.908767 = -190292.282431
  nChanged 15
		SP:Iteration 15Q (104728.360000 sec): 3 clusters
  Score: Raw -192712.809039 + Penalty 2410.908767 = -190301.900271
  nChanged 13
		SP:Iteration 16Q (104728.520000 sec): 3 clusters
  Score: Raw -192721.551047 + Penalty 2410.908767 = -190310.642280
  nChanged 10
		SP:Iteration 17Q (104728.710000 sec): 3 clusters
  Score: Raw -192727.782966 + Penalty 2410.908767 = -190316.874199
  nChanged 14
		SP:Iteration 18Q (104728.900000 sec): 3 clusters
  Score: Raw -192741.309720 + Penalty 2410.908767 = -190330.400953
  nChanged 25
		SP:Iteration 19Q (104729.050000 sec): 3 clusters
  Score: Raw -192762.453640 + Penalty 2410.908767 = -190351.544873
  nChanged 26
		SP:Iteration 20F (104729.220000 sec): 3 clusters
  Score: Raw -192782.658197 + Penalty 2410.908767 = -190371.749429
  nChanged 33
		SP:Iteration 21Q (104729.400000 sec): 3 clusters
  Score: Raw -192811.718436 + Penalty 2410.908767 = -190400.809668
  nChanged 30
		SP:Iteration 22Q (104729.610000 sec): 3 clusters
  Score: Raw -192843.571991 + Penalty 2410.908767 = -190432.663224
  nChanged 33
		SP:Iteration 23Q (104729.780000 sec): 3 clusters
  Score: Raw -192874.629914 + Penalty 2410.908767 = -190463.721146
  nChanged 26
		SP:Iteration 24Q (104729.930000 sec): 3 clusters
  Score: Raw -192897.510418 + Penalty 2410.908767 = -190486.601650
  nChanged 23
		SP:Iteration 25Q (104730.100000 sec): 3 clusters
  Score: Raw -192916.493669 + Penalty 2410.908767 = -190505.584902
  nChanged 18
		SP:Iteration 26Q (104730.320000 sec): 3 clusters
  Score: Raw -192928.650859 + Penalty 2410.908767 = -190517.742091
  nChanged 14
		SP:Iteration 27Q (104730.490000 sec): 3 clusters
  Score: Raw -192938.480784 + Penalty 2410.908767 = -190527.572017
  nChanged 14
		SP:Iteration 28Q (104730.630000 sec): 3 clusters
  Score: Raw -192955.644116 + Penalty 2410.908767 = -190544.735349
  nChanged 17
		SP:Iteration 29Q (104730.830000 sec): 3 clusters
  Score: Raw -192977.173243 + Penalty 2410.908767 = -190566.264476
  nChanged 20
		SP:Iteration 30Q (104731.000000 sec): 3 clusters
  Score: Raw -192994.143797 + Penalty 2410.908767 = -190583.235029
  nChanged 16
		SP:Iteration 31Q (104731.170000 sec): 3 clusters
  Score: Raw -193007.731984 + Penalty 2410.908767 = -190596.823217
  nChanged 14
		SP:Iteration 32Q (104731.370000 sec): 3 clusters
  Score: Raw -193018.281150 + Penalty 2410.908767 = -190607.372382
  nChanged 14
		SP:Iteration 33Q (104731.550000 sec): 3 clusters
  Score: Raw -193026.802771 + Penalty 2410.908767 = -190615.894003
  nChanged 8
		SP:Iteration 34Q (104731.710000 sec): 3 clusters
  Score: Raw -193031.249447 + Penalty 2410.908767 = -190620.340680
  nChanged 3
		SP:Iteration 35Q (104731.910000 sec): 3 clusters
  Score: Raw -193032.972595 + Penalty 2410.908767 = -190622.063828
  nChanged 4
		SP:Iteration 36Q (104732.060000 sec): 3 clusters
  Score: Raw -193035.347580 + Penalty 2410.908767 = -190624.438813
  nChanged 8
		SP:Iteration 37Q (104732.240000 sec): 3 clusters
  Score: Raw -193040.511155 + Penalty 2410.908767 = -190629.602388
  nChanged 7
		SP:Iteration 38Q (104732.420000 sec): 3 clusters
  Score: Raw -193047.070854 + Penalty 2410.908767 = -190636.162087
  nChanged 9
		SP:Iteration 39Q (104732.600000 sec): 3 clusters
  Score: Raw -193053.063917 + Penalty 2410.908767 = -190642.155149
  nChanged 8
		SP:Iteration 40F (104732.810000 sec): 3 clusters
  Score: Raw -193057.880859 + Penalty 2410.908767 = -190646.972092
  nChanged 4
		SP:Iteration 41Q (104732.940000 sec): 3 clusters
  Score: Raw -193059.908071 + Penalty 2410.908767 = -190648.999304
  nChanged 5
		SP:Iteration 42Q (104733.100000 sec): 3 clusters
  Score: Raw -193062.758119 + Penalty 2410.908767 = -190651.849352
  nChanged 5
		SP:Iteration 43Q (104733.280000 sec): 3 clusters
  Score: Raw -193065.441288 + Penalty 2410.908767 = -190654.532521
  nChanged 3
		SP:Iteration 44Q (104733.400000 sec): 3 clusters
  Score: Raw -193067.894495 + Penalty 2410.908767 = -190656.985728
  nChanged 4
		SP:Iteration 45Q (104733.560000 sec): 3 clusters
  Score: Raw -193069.527772 + Penalty 2410.908767 = -190658.619004
  nChanged 2
		SP:Iteration 46Q (104733.720000 sec): 3 clusters
  Score: Raw -193070.448960 + Penalty 2410.908767 = -190659.540193
  nChanged 3
		SP:Iteration 47Q (104733.880000 sec): 3 clusters
  Score: Raw -193073.844459 + Penalty 2410.908767 = -190662.935691
  nChanged 0
		SP:Iteration 48F (104734.050000 sec): 3 clusters
  Score: Raw -193073.844459 + Penalty 2410.908767 = -190662.935691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (16996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104734.220000 sec): 2 clusters
  Score: Raw -1945055.375600 + Penalty 1582.869161 = -1943472.506439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104734.450000 sec): 3 clusters
  Score: Raw -1934907.417616 + Penalty 3165.738323 = -1931741.679293
  nChanged 7651
		SP:Iteration 1F (104734.680000 sec): 3 clusters
  Score: Raw -1939195.431245 + Penalty 3165.738323 = -1936029.692922
  nChanged 1097
		SP:Iteration 2F (104734.900000 sec): 3 clusters
  Score: Raw -1939748.688063 + Penalty 3165.738323 = -1936582.949740
  nChanged 1061
		SP:Iteration 3F (104735.200000 sec): 3 clusters
  Score: Raw -1940355.390381 + Penalty 3165.738323 = -1937189.652058
  nChanged 1098
		SP:Iteration 4F (104735.420000 sec): 3 clusters
  Score: Raw -1941054.282868 + Penalty 3165.738323 = -1937888.544545
  nChanged 1104
		SP:Iteration 5F (104735.710000 sec): 3 clusters
  Score: Raw -1941732.949911 + Penalty 3165.738323 = -1938567.211588
  nChanged 1023
		SP:Iteration 6F (104735.910000 sec): 3 clusters
  Score: Raw -1942353.332237 + Penalty 3165.738323 = -1939187.593914
  nChanged 890
		SP:Iteration 7F (104736.180000 sec): 3 clusters
  Score: Raw -1942861.551744 + Penalty 3165.738323 = -1939695.813422
  nChanged 782
		SP:Iteration 8Q (104736.400000 sec): 3 clusters
  Score: Raw -1943294.398040 + Penalty 3165.738323 = -1940128.659717
  nChanged 615
		SP:Iteration 9Q (104736.650000 sec): 3 clusters
  Score: Raw -1943636.026747 + Penalty 3165.738323 = -1940470.288425
  nChanged 526
		SP:Iteration 10Q (104736.910000 sec): 3 clusters
  Score: Raw -1943924.151043 + Penalty 3165.738323 = -1940758.412720
  nChanged 459
		SP:Iteration 11Q (104737.160000 sec): 3 clusters
  Score: Raw -1944167.471601 + Penalty 3165.738323 = -1941001.733278
  nChanged 407
		SP:Iteration 12Q (104737.440000 sec): 3 clusters
  Score: Raw -1944386.429630 + Penalty 3165.738323 = -1941220.691307
  nChanged 355
		SP:Iteration 13Q (104737.640000 sec): 3 clusters
  Score: Raw -1944574.913783 + Penalty 3165.738323 = -1941409.175460
  nChanged 330
		SP:Iteration 14Q (104737.890000 sec): 3 clusters
  Score: Raw -1944765.831209 + Penalty 3165.738323 = -1941600.092886
  nChanged 276
		SP:Iteration 15Q (104738.180000 sec): 3 clusters
  Score: Raw -1944944.707524 + Penalty 3165.738323 = -1941778.969202
  nChanged 236
		SP:Iteration 16Q (104738.390000 sec): 3 clusters
  Score: Raw -1945124.032483 + Penalty 3165.738323 = -1941958.294160
  nChanged 210
		SP:Iteration 17Q (104738.620000 sec): 3 clusters
  Score: Raw -1945322.241658 + Penalty 3165.738323 = -1942156.503335
  nChanged 195
		SP:Iteration 18Q (104738.840000 sec): 3 clusters
  Score: Raw -1945541.141322 + Penalty 3165.738323 = -1942375.402999
  nChanged 155
		SP:Iteration 19Q (104739.070000 sec): 3 clusters
  Score: Raw -1945674.329783 + Penalty 3165.738323 = -1942508.591460
  nChanged 122
		SP:Iteration 20F (104739.290000 sec): 3 clusters
  Score: Raw -1945742.922904 + Penalty 3165.738323 = -1942577.184581
  nChanged 88
		SP:Iteration 21Q (104739.560000 sec): 3 clusters
  Score: Raw -1945781.829995 + Penalty 3165.738323 = -1942616.091672
  nChanged 69
		SP:Iteration 22Q (104739.790000 sec): 3 clusters
  Score: Raw -1945811.329684 + Penalty 3165.738323 = -1942645.591361
  nChanged 63
		SP:Iteration 23Q (104740.030000 sec): 3 clusters
  Score: Raw -1945832.424903 + Penalty 3165.738323 = -1942666.686580
  nChanged 48
		SP:Iteration 24Q (104740.270000 sec): 3 clusters
  Score: Raw -1945846.827143 + Penalty 3165.738323 = -1942681.088820
  nChanged 27
		SP:Iteration 25Q (104740.530000 sec): 3 clusters
  Score: Raw -1945858.929231 + Penalty 3165.738323 = -1942693.190908
  nChanged 30
		SP:Iteration 26Q (104740.790000 sec): 3 clusters
  Score: Raw -1945869.111976 + Penalty 3165.738323 = -1942703.373654
  nChanged 25
		SP:Iteration 27Q (104741.040000 sec): 3 clusters
  Score: Raw -1945877.291590 + Penalty 3165.738323 = -1942711.553267
  nChanged 20
		SP:Iteration 28Q (104741.290000 sec): 3 clusters
  Score: Raw -1945882.254437 + Penalty 3165.738323 = -1942716.516114
  nChanged 16
		SP:Iteration 29Q (104741.490000 sec): 3 clusters
  Score: Raw -1945886.061699 + Penalty 3165.738323 = -1942720.323376
  nChanged 16
		SP:Iteration 30Q (104741.760000 sec): 3 clusters
  Score: Raw -1945890.082679 + Penalty 3165.738323 = -1942724.344356
  nChanged 9
		SP:Iteration 31Q (104742.020000 sec): 3 clusters
  Score: Raw -1945891.216437 + Penalty 3165.738323 = -1942725.478114
  nChanged 2
		SP:Iteration 32Q (104742.280000 sec): 3 clusters
  Score: Raw -1945891.834839 + Penalty 3165.738323 = -1942726.096517
  nChanged 2
		SP:Iteration 33Q (104742.520000 sec): 3 clusters
  Score: Raw -1945892.032618 + Penalty 3165.738323 = -1942726.294295
  nChanged 1
		SP:Iteration 34Q (104742.790000 sec): 3 clusters
  Score: Raw -1945892.602524 + Penalty 3165.738323 = -1942726.864202
  nChanged 4
		SP:Iteration 35Q (104743.010000 sec): 3 clusters
  Score: Raw -1945893.454051 + Penalty 3165.738323 = -1942727.715728
  nChanged 2
		SP:Iteration 36Q (104743.280000 sec): 3 clusters
  Score: Raw -1945893.828755 + Penalty 3165.738323 = -1942728.090432
  nChanged 1
		SP:Iteration 37Q (104743.540000 sec): 3 clusters
  Score: Raw -1945894.367368 + Penalty 3165.738323 = -1942728.629045
  nChanged 2
		SP:Iteration 38Q (104743.740000 sec): 3 clusters
  Score: Raw -1945894.963730 + Penalty 3165.738323 = -1942729.225408
  nChanged 1
		SP:Iteration 39Q (104743.990000 sec): 3 clusters
  Score: Raw -1945894.983255 + Penalty 3165.738323 = -1942729.244932
  nChanged 0
		SP:Iteration 40F (104744.210000 sec): 3 clusters
  Score: Raw -1945894.983255 + Penalty 3165.738323 = -1942729.244932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104744.360000 sec): 2 clusters
  Score: Raw -866901.568974 + Penalty 1438.511569 = -865463.057405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104744.540000 sec): 3 clusters
  Score: Raw -863032.055405 + Penalty 2877.023138 = -860155.032266
  nChanged 2972
		SP:Iteration 1F (104744.760000 sec): 3 clusters
  Score: Raw -864600.459896 + Penalty 2877.023138 = -861723.436758
  nChanged 478
		SP:Iteration 2F (104744.930000 sec): 3 clusters
  Score: Raw -864835.615869 + Penalty 2877.023138 = -861958.592731
  nChanged 390
		SP:Iteration 3F (104745.160000 sec): 3 clusters
  Score: Raw -865022.374321 + Penalty 2877.023138 = -862145.351183
  nChanged 357
		SP:Iteration 4F (104745.340000 sec): 3 clusters
  Score: Raw -865214.387257 + Penalty 2877.023138 = -862337.364119
  nChanged 322
		SP:Iteration 5Q (104745.560000 sec): 3 clusters
  Score: Raw -865426.217867 + Penalty 2877.023138 = -862549.194729
  nChanged 333
		SP:Iteration 6Q (104745.790000 sec): 3 clusters
  Score: Raw -865625.567976 + Penalty 2877.023138 = -862748.544838
  nChanged 311
		SP:Iteration 7Q (104745.960000 sec): 3 clusters
  Score: Raw -865803.746690 + Penalty 2877.023138 = -862926.723552
  nChanged 295
		SP:Iteration 8Q (104746.160000 sec): 3 clusters
  Score: Raw -865995.004408 + Penalty 2877.023138 = -863117.981270
  nChanged 278
		SP:Iteration 9Q (104746.380000 sec): 3 clusters
  Score: Raw -866165.924970 + Penalty 2877.023138 = -863288.901832
  nChanged 244
		SP:Iteration 10Q (104746.570000 sec): 3 clusters
  Score: Raw -866304.735786 + Penalty 2877.023138 = -863427.712648
  nChanged 226
		SP:Iteration 11Q (104746.760000 sec): 3 clusters
  Score: Raw -866434.739462 + Penalty 2877.023138 = -863557.716324
  nChanged 199
		SP:Iteration 12Q (104747.000000 sec): 3 clusters
  Score: Raw -866550.510753 + Penalty 2877.023138 = -863673.487615
  nChanged 183
		SP:Iteration 13Q (104747.220000 sec): 3 clusters
  Score: Raw -866656.905048 + Penalty 2877.023138 = -863779.881910
  nChanged 167
		SP:Iteration 14Q (104747.420000 sec): 3 clusters
  Score: Raw -866758.325218 + Penalty 2877.023138 = -863881.302080
  nChanged 149
		SP:Iteration 15Q (104747.640000 sec): 3 clusters
  Score: Raw -866843.551688 + Penalty 2877.023138 = -863966.528550
  nChanged 145
		SP:Iteration 16Q (104747.810000 sec): 3 clusters
  Score: Raw -866921.354102 + Penalty 2877.023138 = -864044.330964
  nChanged 118
		SP:Iteration 17Q (104748.030000 sec): 3 clusters
  Score: Raw -866980.001351 + Penalty 2877.023138 = -864102.978213
  nChanged 110
		SP:Iteration 18Q (104748.250000 sec): 3 clusters
  Score: Raw -867039.438275 + Penalty 2877.023138 = -864162.415137
  nChanged 99
		SP:Iteration 19Q (104748.390000 sec): 3 clusters
  Score: Raw -867084.882213 + Penalty 2877.023138 = -864207.859074
  nChanged 91
		SP:Iteration 20F (104748.650000 sec): 3 clusters
  Score: Raw -867124.707593 + Penalty 2877.023138 = -864247.684455
  nChanged 70
		SP:Iteration 21Q (104748.830000 sec): 3 clusters
  Score: Raw -867153.483622 + Penalty 2877.023138 = -864276.460483
  nChanged 59
		SP:Iteration 22Q (104749.020000 sec): 3 clusters
  Score: Raw -867174.675844 + Penalty 2877.023138 = -864297.652706
  nChanged 49
		SP:Iteration 23Q (104749.260000 sec): 3 clusters
  Score: Raw -867189.334511 + Penalty 2877.023138 = -864312.311373
  nChanged 35
		SP:Iteration 24Q (104749.430000 sec): 3 clusters
  Score: Raw -867198.069899 + Penalty 2877.023138 = -864321.046761
  nChanged 29
		SP:Iteration 25Q (104749.600000 sec): 3 clusters
  Score: Raw -867205.928108 + Penalty 2877.023138 = -864328.904970
  nChanged 24
		SP:Iteration 26Q (104749.820000 sec): 3 clusters
  Score: Raw -867213.259361 + Penalty 2877.023138 = -864336.236223
  nChanged 30
		SP:Iteration 27Q (104750.020000 sec): 3 clusters
  Score: Raw -867220.580285 + Penalty 2877.023138 = -864343.557147
  nChanged 29
		SP:Iteration 28Q (104750.220000 sec): 3 clusters
  Score: Raw -867226.654048 + Penalty 2877.023138 = -864349.630910
  nChanged 20
		SP:Iteration 29Q (104750.410000 sec): 3 clusters
  Score: Raw -867230.869528 + Penalty 2877.023138 = -864353.846390
  nChanged 16
		SP:Iteration 30Q (104750.660000 sec): 3 clusters
  Score: Raw -867234.931786 + Penalty 2877.023138 = -864357.908648
  nChanged 26
		SP:Iteration 31Q (104750.850000 sec): 3 clusters
  Score: Raw -867241.611914 + Penalty 2877.023138 = -864364.588776
  nChanged 19
		SP:Iteration 32Q (104751.040000 sec): 3 clusters
  Score: Raw -867246.741053 + Penalty 2877.023138 = -864369.717915
  nChanged 25
		SP:Iteration 33Q (104751.240000 sec): 3 clusters
  Score: Raw -867253.783510 + Penalty 2877.023138 = -864376.760371
  nChanged 31
		SP:Iteration 34Q (104751.450000 sec): 3 clusters
  Score: Raw -867260.923844 + Penalty 2877.023138 = -864383.900705
  nChanged 27
		SP:Iteration 35Q (104751.660000 sec): 3 clusters
  Score: Raw -867266.544175 + Penalty 2877.023138 = -864389.521037
  nChanged 25
		SP:Iteration 36Q (104751.850000 sec): 3 clusters
  Score: Raw -867273.554607 + Penalty 2877.023138 = -864396.531469
  nChanged 26
		SP:Iteration 37Q (104752.080000 sec): 3 clusters
  Score: Raw -867278.347605 + Penalty 2877.023138 = -864401.324467
  nChanged 10
		SP:Iteration 38Q (104752.280000 sec): 3 clusters
  Score: Raw -867280.929915 + Penalty 2877.023138 = -864403.906777
  nChanged 14
		SP:Iteration 39Q (104752.490000 sec): 3 clusters
  Score: Raw -867284.366756 + Penalty 2877.023138 = -864407.343617
  nChanged 13
		SP:Iteration 40F (104752.690000 sec): 3 clusters
  Score: Raw -867287.243905 + Penalty 2877.023138 = -864410.220767
  nChanged 18
		SP:Iteration 41Q (104752.900000 sec): 3 clusters
  Score: Raw -867291.926423 + Penalty 2877.023138 = -864414.903285
  nChanged 18
		SP:Iteration 42Q (104753.130000 sec): 3 clusters
  Score: Raw -867294.700298 + Penalty 2877.023138 = -864417.677160
  nChanged 7
		SP:Iteration 43Q (104753.320000 sec): 3 clusters
  Score: Raw -867296.352967 + Penalty 2877.023138 = -864419.329829
  nChanged 11
		SP:Iteration 44Q (104753.540000 sec): 3 clusters
  Score: Raw -867298.693439 + Penalty 2877.023138 = -864421.670301
  nChanged 11
		SP:Iteration 45Q (104753.750000 sec): 3 clusters
  Score: Raw -867300.800433 + Penalty 2877.023138 = -864423.777295
  nChanged 6
		SP:Iteration 46Q (104753.960000 sec): 3 clusters
  Score: Raw -867301.844470 + Penalty 2877.023138 = -864424.821332
  nChanged 8
		SP:Iteration 47Q (104754.160000 sec): 3 clusters
  Score: Raw -867303.210328 + Penalty 2877.023138 = -864426.187190
  nChanged 9
		SP:Iteration 48Q (104754.360000 sec): 3 clusters
  Score: Raw -867304.474494 + Penalty 2877.023138 = -864427.451356
  nChanged 6
		SP:Iteration 49Q (104754.620000 sec): 3 clusters
  Score: Raw -867305.430657 + Penalty 2877.023138 = -864428.407519
  nChanged 0
		SP:Iteration 50F (104754.820000 sec): 3 clusters
  Score: Raw -867305.430657 + Penalty 2877.023138 = -864428.407519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104754.910000 sec): 2 clusters
  Score: Raw -161302.779278 + Penalty 1184.672593 = -160118.106684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104755.120000 sec): 3 clusters
  Score: Raw -160773.399630 + Penalty 2369.345187 = -158404.054443
  nChanged 470
		SP:Iteration 1F (104755.300000 sec): 3 clusters
  Score: Raw -161282.223879 + Penalty 2369.345187 = -158912.878693
  nChanged 177
		SP:Iteration 2F (104755.460000 sec): 3 clusters
  Score: Raw -161613.988655 + Penalty 2369.345187 = -159244.643469
  nChanged 139
		SP:Iteration 3F (104755.650000 sec): 3 clusters
  Score: Raw -161894.268285 + Penalty 2369.345187 = -159524.923098
  nChanged 96
		SP:Iteration 4F (104755.840000 sec): 3 clusters
  Score: Raw -162060.595449 + Penalty 2369.345187 = -159691.250262
  nChanged 68
		SP:Iteration 5Q (104755.990000 sec): 3 clusters
  Score: Raw -162181.655362 + Penalty 2369.345187 = -159812.310176
  nChanged 46
		SP:Iteration 6Q (104756.170000 sec): 3 clusters
  Score: Raw -162230.404369 + Penalty 2369.345187 = -159861.059182
  nChanged 27
		SP:Iteration 7Q (104756.360000 sec): 3 clusters
  Score: Raw -162252.882683 + Penalty 2369.345187 = -159883.537496
  nChanged 9
		SP:Iteration 8Q (104756.530000 sec): 3 clusters
  Score: Raw -162261.168888 + Penalty 2369.345187 = -159891.823701
  nChanged 10
		SP:Iteration 9Q (104756.720000 sec): 3 clusters
  Score: Raw -162272.874405 + Penalty 2369.345187 = -159903.529218
  nChanged 8
		SP:Iteration 10Q (104756.920000 sec): 3 clusters
  Score: Raw -162280.646002 + Penalty 2369.345187 = -159911.300815
  nChanged 5
		SP:Iteration 11Q (104757.110000 sec): 3 clusters
  Score: Raw -162284.354482 + Penalty 2369.345187 = -159915.009295
  nChanged 2
		SP:Iteration 12Q (104757.270000 sec): 3 clusters
  Score: Raw -162285.174622 + Penalty 2369.345187 = -159915.829435
  nChanged 0
		SP:Iteration 13F (104757.430000 sec): 3 clusters
  Score: Raw -162285.174622 + Penalty 2369.345187 = -159915.829435
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (105640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104758.140000 sec): 2 clusters
  Score: Raw -12903039.261669 + Penalty 1879.766260 = -12901159.495410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104758.820000 sec): 3 clusters
  Score: Raw -12834442.368973 + Penalty 3759.532519 = -12830682.836454
  nChanged 50362
		SP:Iteration 1F (104759.540000 sec): 3 clusters
  Score: Raw -12863909.472122 + Penalty 3759.532519 = -12860149.939603
  nChanged 2966
		SP:Iteration 2Q (104760.240000 sec): 3 clusters
  Score: Raw -12864484.500671 + Penalty 3759.532519 = -12860724.968152
  nChanged 2901
		SP:Iteration 3Q (104760.930000 sec): 3 clusters
  Score: Raw -12865113.891389 + Penalty 3759.532519 = -12861354.358870
  nChanged 3058
		SP:Iteration 4Q (104761.610000 sec): 3 clusters
  Score: Raw -12865935.548382 + Penalty 3759.532519 = -12862176.015863
  nChanged 3665
		SP:Iteration 5Q (104762.260000 sec): 3 clusters
  Score: Raw -12867207.272181 + Penalty 3759.532519 = -12863447.739662
  nChanged 4680
		SP:Iteration 6Q (104762.880000 sec): 3 clusters
  Score: Raw -12869386.497114 + Penalty 3759.532519 = -12865626.964595
  nChanged 6244
		SP:Iteration 7F (104763.540000 sec): 3 clusters
  Score: Raw -12873239.201642 + Penalty 3759.532519 = -12869479.669123
  nChanged 7711
		SP:Iteration 8F (104764.210000 sec): 3 clusters
  Score: Raw -12879181.462911 + Penalty 3759.532519 = -12875421.930392
  nChanged 8532
		SP:Iteration 9F (104764.840000 sec): 3 clusters
  Score: Raw -12886830.121646 + Penalty 3759.532519 = -12883070.589127
  nChanged 7591
		SP:Iteration 10F (104765.490000 sec): 3 clusters
  Score: Raw -12894077.456993 + Penalty 3759.532519 = -12890317.924474
  nChanged 5168
		SP:Iteration 11Q (104766.160000 sec): 3 clusters
  Score: Raw -12899075.945923 + Penalty 3759.532519 = -12895316.413404
  nChanged 2824
		SP:Iteration 12Q (104766.790000 sec): 3 clusters
  Score: Raw -12901716.069396 + Penalty 3759.532519 = -12897956.536877
  nChanged 1238
		SP:Iteration 13Q (104767.380000 sec): 3 clusters
  Score: Raw -12902962.878296 + Penalty 3759.532519 = -12899203.345777
  nChanged 494
		SP:Iteration 14Q (104768.010000 sec): 3 clusters
  Score: Raw -12903578.896351 + Penalty 3759.532519 = -12899819.363832
  nChanged 265
		SP:Iteration 15Q (104768.610000 sec): 3 clusters
  Score: Raw -12903908.741672 + Penalty 3759.532519 = -12900149.209153
  nChanged 186
		SP:Iteration 16Q (104769.290000 sec): 3 clusters
  Score: Raw -12904090.322100 + Penalty 3759.532519 = -12900330.789581
  nChanged 147
		SP:Iteration 17Q (104769.930000 sec): 3 clusters
  Score: Raw -12904189.261926 + Penalty 3759.532519 = -12900429.729407
  nChanged 108
		SP:Iteration 18Q (104770.570000 sec): 3 clusters
  Score: Raw -12904256.024232 + Penalty 3759.532519 = -12900496.491713
  nChanged 83
		SP:Iteration 19Q (104771.250000 sec): 3 clusters
  Score: Raw -12904296.186531 + Penalty 3759.532519 = -12900536.654012
  nChanged 63
		SP:Iteration 20F (104771.950000 sec): 3 clusters
  Score: Raw -12904323.101565 + Penalty 3759.532519 = -12900563.569046
  nChanged 45
		SP:Iteration 21Q (104772.630000 sec): 3 clusters
  Score: Raw -12904342.006399 + Penalty 3759.532519 = -12900582.473880
  nChanged 35
		SP:Iteration 22Q (104773.250000 sec): 3 clusters
  Score: Raw -12904354.058771 + Penalty 3759.532519 = -12900594.526252
  nChanged 31
		SP:Iteration 23Q (104773.870000 sec): 3 clusters
  Score: Raw -12904362.817858 + Penalty 3759.532519 = -12900603.285339
  nChanged 22
		SP:Iteration 24Q (104774.510000 sec): 3 clusters
  Score: Raw -12904368.250646 + Penalty 3759.532519 = -12900608.718127
  nChanged 16
		SP:Iteration 25Q (104775.170000 sec): 3 clusters
  Score: Raw -12904371.760392 + Penalty 3759.532519 = -12900612.227873
  nChanged 15
		SP:Iteration 26Q (104775.780000 sec): 3 clusters
  Score: Raw -12904375.574634 + Penalty 3759.532519 = -12900616.042115
  nChanged 13
		SP:Iteration 27Q (104776.420000 sec): 3 clusters
  Score: Raw -12904378.146221 + Penalty 3759.532519 = -12900618.613702
  nChanged 11
		SP:Iteration 28Q (104777.100000 sec): 3 clusters
  Score: Raw -12904381.319494 + Penalty 3759.532519 = -12900621.786974
  nChanged 10
		SP:Iteration 29Q (104777.750000 sec): 3 clusters
  Score: Raw -12904383.402020 + Penalty 3759.532519 = -12900623.869501
  nChanged 8
		SP:Iteration 30Q (104778.390000 sec): 3 clusters
  Score: Raw -12904385.352676 + Penalty 3759.532519 = -12900625.820157
  nChanged 5
		SP:Iteration 31Q (104779.040000 sec): 3 clusters
  Score: Raw -12904386.545744 + Penalty 3759.532519 = -12900627.013225
  nChanged 3
		SP:Iteration 32Q (104779.730000 sec): 3 clusters
  Score: Raw -12904386.896402 + Penalty 3759.532519 = -12900627.363883
  nChanged 0
		SP:Iteration 33F (104780.450000 sec): 3 clusters
  Score: Raw -12904386.896402 + Penalty 3759.532519 = -12900627.363883
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 48 (1542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104780.610000 sec): 2 clusters
  Score: Raw -155641.738715 + Penalty 1192.885778 = -154448.852938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104780.770000 sec): 3 clusters
  Score: Raw -155156.269252 + Penalty 2385.771555 = -152770.497697
  nChanged 540
		SP:Iteration 1F (104780.960000 sec): 3 clusters
  Score: Raw -155634.611950 + Penalty 2385.771555 = -153248.840395
  nChanged 155
		SP:Iteration 2F (104781.110000 sec): 3 clusters
  Score: Raw -155823.607880 + Penalty 2385.771555 = -153437.836325
  nChanged 95
		SP:Iteration 3F (104781.310000 sec): 3 clusters
  Score: Raw -155944.148588 + Penalty 2385.771555 = -153558.377033
  nChanged 83
		SP:Iteration 4F (104781.500000 sec): 3 clusters
  Score: Raw -156041.284364 + Penalty 2385.771555 = -153655.512809
  nChanged 62
		SP:Iteration 5Q (104781.670000 sec): 3 clusters
  Score: Raw -156164.701057 + Penalty 2385.771555 = -153778.929502
  nChanged 51
		SP:Iteration 6Q (104781.820000 sec): 3 clusters
  Score: Raw -156234.263343 + Penalty 2385.771555 = -153848.491788
  nChanged 41
		SP:Iteration 7Q (104781.990000 sec): 3 clusters
  Score: Raw -156270.535042 + Penalty 2385.771555 = -153884.763487
  nChanged 30
		SP:Iteration 8Q (104782.190000 sec): 3 clusters
  Score: Raw -156301.862692 + Penalty 2385.771555 = -153916.091137
  nChanged 26
		SP:Iteration 9Q (104782.350000 sec): 3 clusters
  Score: Raw -156338.753138 + Penalty 2385.771555 = -153952.981583
  nChanged 28
		SP:Iteration 10Q (104782.530000 sec): 3 clusters
  Score: Raw -156366.672872 + Penalty 2385.771555 = -153980.901317
  nChanged 22
		SP:Iteration 11Q (104782.690000 sec): 3 clusters
  Score: Raw -156390.999563 + Penalty 2385.771555 = -154005.228008
  nChanged 16
		SP:Iteration 12Q (104782.840000 sec): 3 clusters
  Score: Raw -156402.912395 + Penalty 2385.771555 = -154017.140840
  nChanged 10
		SP:Iteration 13Q (104783.040000 sec): 3 clusters
  Score: Raw -156409.812729 + Penalty 2385.771555 = -154024.041174
  nChanged 9
		SP:Iteration 14Q (104783.240000 sec): 3 clusters
  Score: Raw -156423.225738 + Penalty 2385.771555 = -154037.454183
  nChanged 16
		SP:Iteration 15Q (104783.380000 sec): 3 clusters
  Score: Raw -156434.247618 + Penalty 2385.771555 = -154048.476063
  nChanged 8
		SP:Iteration 16Q (104783.570000 sec): 3 clusters
  Score: Raw -156442.232947 + Penalty 2385.771555 = -154056.461392
  nChanged 3
		SP:Iteration 17Q (104783.710000 sec): 3 clusters
  Score: Raw -156446.766174 + Penalty 2385.771555 = -154060.994619
  nChanged 4
		SP:Iteration 18Q (104783.910000 sec): 3 clusters
  Score: Raw -156449.116812 + Penalty 2385.771555 = -154063.345257
  nChanged 3
		SP:Iteration 19Q (104784.030000 sec): 3 clusters
  Score: Raw -156461.861001 + Penalty 2385.771555 = -154076.089446
  nChanged 8
		SP:Iteration 20F (104784.230000 sec): 3 clusters
  Score: Raw -156465.406316 + Penalty 2385.771555 = -154079.634761
  nChanged 4
		SP:Iteration 21Q (104784.390000 sec): 3 clusters
  Score: Raw -156468.379953 + Penalty 2385.771555 = -154082.608398
  nChanged 4
		SP:Iteration 22Q (104784.570000 sec): 3 clusters
  Score: Raw -156469.880117 + Penalty 2385.771555 = -154084.108562
  nChanged 4
		SP:Iteration 23Q (104784.790000 sec): 3 clusters
  Score: Raw -156472.211728 + Penalty 2385.771555 = -154086.440172
  nChanged 1
		SP:Iteration 24Q (104784.950000 sec): 3 clusters
  Score: Raw -156472.335459 + Penalty 2385.771555 = -154086.563904
  nChanged 0
		SP:Iteration 25F (104785.130000 sec): 3 clusters
  Score: Raw -156472.335459 + Penalty 2385.771555 = -154086.563904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104785.200000 sec): 2 clusters
  Score: Raw -49866.967087 + Penalty 992.752732 = -48874.214355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104785.370000 sec): 3 clusters
  Score: Raw -49839.612373 + Penalty 1985.505464 = -47854.106908
  nChanged 103
		SP:Iteration 1F (104785.540000 sec): 3 clusters
  Score: Raw -49990.616586 + Penalty 1985.505464 = -48005.111122
  nChanged 32
		SP:Iteration 2F (104785.720000 sec): 3 clusters
  Score: Raw -50045.669755 + Penalty 1985.505464 = -48060.164291
  nChanged 17
		SP:Iteration 3Q (104785.870000 sec): 3 clusters
  Score: Raw -50080.648652 + Penalty 1985.505464 = -48095.143188
  nChanged 6
		SP:Iteration 4Q (104786.040000 sec): 3 clusters
  Score: Raw -50104.134968 + Penalty 1985.505464 = -48118.629504
  nChanged 5
		SP:Iteration 5Q (104786.260000 sec): 3 clusters
  Score: Raw -50115.957740 + Penalty 1985.505464 = -48130.452276
  nChanged 2
		SP:Iteration 6Q (104786.450000 sec): 3 clusters
  Score: Raw -50118.787158 + Penalty 1985.505464 = -48133.281693
  nChanged 0
		SP:Iteration 7F (104786.630000 sec): 3 clusters
  Score: Raw -50118.787158 + Penalty 1985.505464 = -48133.281693
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (9281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104786.730000 sec): 2 clusters
  Score: Raw -1106180.622076 + Penalty 1484.555244 = -1104696.066832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104786.950000 sec): 3 clusters
  Score: Raw -1101001.151778 + Penalty 2969.110488 = -1098032.041290
  nChanged 3999
		SP:Iteration 1F (104787.160000 sec): 3 clusters
  Score: Raw -1103209.787923 + Penalty 2969.110488 = -1100240.677435
  nChanged 631
		SP:Iteration 2F (104787.380000 sec): 3 clusters
  Score: Raw -1103565.004206 + Penalty 2969.110488 = -1100595.893717
  nChanged 573
		SP:Iteration 3F (104787.570000 sec): 3 clusters
  Score: Raw -1103920.951367 + Penalty 2969.110488 = -1100951.840879
  nChanged 574
		SP:Iteration 4F (104787.790000 sec): 3 clusters
  Score: Raw -1104302.085415 + Penalty 2969.110488 = -1101332.974927
  nChanged 575
		SP:Iteration 5F (104788.040000 sec): 3 clusters
  Score: Raw -1104764.620174 + Penalty 2969.110488 = -1101795.509686
  nChanged 599
		SP:Iteration 6F (104788.260000 sec): 3 clusters
  Score: Raw -1105241.731614 + Penalty 2969.110488 = -1102272.621126
  nChanged 483
		SP:Iteration 7F (104788.440000 sec): 3 clusters
  Score: Raw -1105618.604098 + Penalty 2969.110488 = -1102649.493610
  nChanged 430
		SP:Iteration 8Q (104788.700000 sec): 3 clusters
  Score: Raw -1105963.451164 + Penalty 2969.110488 = -1102994.340676
  nChanged 409
		SP:Iteration 9Q (104788.880000 sec): 3 clusters
  Score: Raw -1106333.454483 + Penalty 2969.110488 = -1103364.343995
  nChanged 381
		SP:Iteration 10Q (104789.130000 sec): 3 clusters
  Score: Raw -1106705.460880 + Penalty 2969.110488 = -1103736.350392
  nChanged 339
		SP:Iteration 11Q (104789.300000 sec): 3 clusters
  Score: Raw -1106966.415876 + Penalty 2969.110488 = -1103997.305388
  nChanged 213
		SP:Iteration 12Q (104789.540000 sec): 3 clusters
  Score: Raw -1107090.548485 + Penalty 2969.110488 = -1104121.437997
  nChanged 147
		SP:Iteration 13Q (104789.740000 sec): 3 clusters
  Score: Raw -1107157.841675 + Penalty 2969.110488 = -1104188.731187
  nChanged 138
		SP:Iteration 14Q (104789.930000 sec): 3 clusters
  Score: Raw -1107216.543434 + Penalty 2969.110488 = -1104247.432946
  nChanged 115
		SP:Iteration 15Q (104790.170000 sec): 3 clusters
  Score: Raw -1107255.951191 + Penalty 2969.110488 = -1104286.840703
  nChanged 91
		SP:Iteration 16Q (104790.380000 sec): 3 clusters
  Score: Raw -1107286.685036 + Penalty 2969.110488 = -1104317.574548
  nChanged 76
		SP:Iteration 17Q (104790.580000 sec): 3 clusters
  Score: Raw -1107310.817277 + Penalty 2969.110488 = -1104341.706789
  nChanged 62
		SP:Iteration 18Q (104790.800000 sec): 3 clusters
  Score: Raw -1107327.321381 + Penalty 2969.110488 = -1104358.210893
  nChanged 40
		SP:Iteration 19Q (104791.050000 sec): 3 clusters
  Score: Raw -1107335.130676 + Penalty 2969.110488 = -1104366.020188
  nChanged 34
		SP:Iteration 20F (104791.260000 sec): 3 clusters
  Score: Raw -1107342.459334 + Penalty 2969.110488 = -1104373.348846
  nChanged 35
		SP:Iteration 21Q (104791.460000 sec): 3 clusters
  Score: Raw -1107349.279071 + Penalty 2969.110488 = -1104380.168583
  nChanged 27
		SP:Iteration 22Q (104791.600000 sec): 3 clusters
  Score: Raw -1107352.305115 + Penalty 2969.110488 = -1104383.194627
  nChanged 11
		SP:Iteration 23Q (104791.820000 sec): 3 clusters
  Score: Raw -1107353.713637 + Penalty 2969.110488 = -1104384.603149
  nChanged 7
		SP:Iteration 24Q (104792.030000 sec): 3 clusters
  Score: Raw -1107354.550082 + Penalty 2969.110488 = -1104385.439594
  nChanged 3
		SP:Iteration 25Q (104792.250000 sec): 3 clusters
  Score: Raw -1107355.292766 + Penalty 2969.110488 = -1104386.182278
  nChanged 7
		SP:Iteration 26Q (104792.470000 sec): 3 clusters
  Score: Raw -1107356.529502 + Penalty 2969.110488 = -1104387.419014
  nChanged 7
		SP:Iteration 27Q (104792.710000 sec): 3 clusters
  Score: Raw -1107357.698789 + Penalty 2969.110488 = -1104388.588301
  nChanged 11
		SP:Iteration 28Q (104792.880000 sec): 3 clusters
  Score: Raw -1107359.345617 + Penalty 2969.110488 = -1104390.235129
  nChanged 8
		SP:Iteration 29Q (104793.100000 sec): 3 clusters
  Score: Raw -1107360.315959 + Penalty 2969.110488 = -1104391.205471
  nChanged 6
		SP:Iteration 30Q (104793.280000 sec): 3 clusters
  Score: Raw -1107361.488357 + Penalty 2969.110488 = -1104392.377869
  nChanged 7
		SP:Iteration 31Q (104793.460000 sec): 3 clusters
  Score: Raw -1107362.635634 + Penalty 2969.110488 = -1104393.525146
  nChanged 7
		SP:Iteration 32Q (104793.690000 sec): 3 clusters
  Score: Raw -1107363.715282 + Penalty 2969.110488 = -1104394.604794
  nChanged 7
		SP:Iteration 33Q (104793.880000 sec): 3 clusters
  Score: Raw -1107364.758738 + Penalty 2969.110488 = -1104395.648250
  nChanged 7
		SP:Iteration 34Q (104794.070000 sec): 3 clusters
  Score: Raw -1107366.168279 + Penalty 2969.110488 = -1104397.057790
  nChanged 7
		SP:Iteration 35Q (104794.320000 sec): 3 clusters
  Score: Raw -1107367.201266 + Penalty 2969.110488 = -1104398.090778
  nChanged 6
		SP:Iteration 36Q (104794.500000 sec): 3 clusters
  Score: Raw -1107368.385179 + Penalty 2969.110488 = -1104399.274691
  nChanged 11
		SP:Iteration 37Q (104794.680000 sec): 3 clusters
  Score: Raw -1107370.037911 + Penalty 2969.110488 = -1104400.927423
  nChanged 6
		SP:Iteration 38Q (104794.900000 sec): 3 clusters
  Score: Raw -1107370.710984 + Penalty 2969.110488 = -1104401.600496
  nChanged 4
		SP:Iteration 39Q (104795.100000 sec): 3 clusters
  Score: Raw -1107371.333744 + Penalty 2969.110488 = -1104402.223256
  nChanged 4
		SP:Iteration 40F (104795.350000 sec): 3 clusters
  Score: Raw -1107372.150280 + Penalty 2969.110488 = -1104403.039792
  nChanged 7
		SP:Iteration 41Q (104795.530000 sec): 3 clusters
  Score: Raw -1107372.876381 + Penalty 2969.110488 = -1104403.765893
  nChanged 5
		SP:Iteration 42Q (104795.730000 sec): 3 clusters
  Score: Raw -1107373.480946 + Penalty 2969.110488 = -1104404.370458
  nChanged 10
		SP:Iteration 43Q (104795.930000 sec): 3 clusters
  Score: Raw -1107375.526022 + Penalty 2969.110488 = -1104406.415534
  nChanged 8
		SP:Iteration 44Q (104796.170000 sec): 3 clusters
  Score: Raw -1107376.986911 + Penalty 2969.110488 = -1104407.876423
  nChanged 9
		SP:Iteration 45Q (104796.330000 sec): 3 clusters
  Score: Raw -1107378.483101 + Penalty 2969.110488 = -1104409.372613
  nChanged 11
		SP:Iteration 46Q (104796.560000 sec): 3 clusters
  Score: Raw -1107379.806522 + Penalty 2969.110488 = -1104410.696034
  nChanged 6
		SP:Iteration 47Q (104796.740000 sec): 3 clusters
  Score: Raw -1107380.652138 + Penalty 2969.110488 = -1104411.541650
  nChanged 6
		SP:Iteration 48Q (104796.980000 sec): 3 clusters
  Score: Raw -1107381.459251 + Penalty 2969.110488 = -1104412.348763
  nChanged 4
		SP:Iteration 49Q (104797.160000 sec): 3 clusters
  Score: Raw -1107382.104889 + Penalty 2969.110488 = -1104412.994401
  nChanged 4
		SP:Iteration 50Q (104797.370000 sec): 3 clusters
  Score: Raw -1107382.540252 + Penalty 2969.110488 = -1104413.429764
  nChanged 2
		SP:Iteration 51Q (104797.550000 sec): 3 clusters
  Score: Raw -1107382.781658 + Penalty 2969.110488 = -1104413.671170
  nChanged 1
		SP:Iteration 52Q (104797.780000 sec): 3 clusters
  Score: Raw -1107382.956135 + Penalty 2969.110488 = -1104413.845647
  nChanged 2
		SP:Iteration 53Q (104798.000000 sec): 3 clusters
  Score: Raw -1107383.219448 + Penalty 2969.110488 = -1104414.108960
  nChanged 1
		SP:Iteration 54Q (104798.220000 sec): 3 clusters
  Score: Raw -1107383.307177 + Penalty 2969.110488 = -1104414.196689
  nChanged 0
		SP:Iteration 55F (104798.430000 sec): 3 clusters
  Score: Raw -1107383.307177 + Penalty 2969.110488 = -1104414.196689
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104798.510000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104798.710000 sec): 3 clusters
  Score: Raw -60198.302729 + Penalty 2041.128648 = -58157.174081
  nChanged 117
		SP:Iteration 1F (104798.870000 sec): 3 clusters
  Score: Raw -60356.458069 + Penalty 2041.128648 = -58315.329422
  nChanged 30
		SP:Iteration 2F (104799.040000 sec): 3 clusters
  Score: Raw -60396.090421 + Penalty 2041.128648 = -58354.961773
  nChanged 17
		SP:Iteration 3Q (104799.250000 sec): 3 clusters
  Score: Raw -60418.233331 + Penalty 2041.128648 = -58377.104683
  nChanged 9
		SP:Iteration 4Q (104799.430000 sec): 3 clusters
  Score: Raw -60432.183202 + Penalty 2041.128648 = -58391.054554
  nChanged 6
		SP:Iteration 5Q (104799.590000 sec): 3 clusters
  Score: Raw -60438.072769 + Penalty 2041.128648 = -58396.944121
  nChanged 2
		SP:Iteration 6Q (104799.780000 sec): 3 clusters
  Score: Raw -60439.039445 + Penalty 2041.128648 = -58397.910797
  nChanged 0
		SP:Iteration 7F (104799.970000 sec): 3 clusters
  Score: Raw -60439.039445 + Penalty 2041.128648 = -58397.910797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104800.070000 sec): 2 clusters
  Score: Raw -44970.562449 + Penalty 967.823573 = -44002.738876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104800.240000 sec): 3 clusters
  Score: Raw -44980.091186 + Penalty 1935.647145 = -43044.444041
  nChanged 65
		SP:Iteration 1F (104800.430000 sec): 3 clusters
  Score: Raw -45220.282280 + Penalty 1935.647145 = -43284.635135
  nChanged 25
		SP:Iteration 2F (104800.530000 sec): 3 clusters
  Score: Raw -45386.834798 + Penalty 1935.647145 = -43451.187653
  nChanged 28
		SP:Iteration 3F (104800.710000 sec): 3 clusters
  Score: Raw -45456.155348 + Penalty 1935.647145 = -43520.508203
  nChanged 17
		SP:Iteration 4Q (104800.890000 sec): 3 clusters
  Score: Raw -45495.154474 + Penalty 1935.647145 = -43559.507329
  nChanged 8
		SP:Iteration 5Q (104801.100000 sec): 3 clusters
  Score: Raw -45519.970935 + Penalty 1935.647145 = -43584.323790
  nChanged 9
		SP:Iteration 6Q (104801.280000 sec): 3 clusters
  Score: Raw -45539.396405 + Penalty 1935.647145 = -43603.749260
  nChanged 4
		SP:Iteration 7Q (104801.450000 sec): 3 clusters
  Score: Raw -45547.933267 + Penalty 1935.647145 = -43612.286122
  nChanged 3
		SP:Iteration 8Q (104801.580000 sec): 3 clusters
  Score: Raw -45554.746849 + Penalty 1935.647145 = -43619.099704
  nChanged 3
		SP:Iteration 9Q (104801.750000 sec): 3 clusters
  Score: Raw -45563.565731 + Penalty 1935.647145 = -43627.918586
  nChanged 2
		SP:Iteration 10Q (104801.950000 sec): 3 clusters
  Score: Raw -45568.807079 + Penalty 1935.647145 = -43633.159933
  nChanged 1
		SP:Iteration 11Q (104802.140000 sec): 3 clusters
  Score: Raw -45572.168971 + Penalty 1935.647145 = -43636.521825
  nChanged 2
		SP:Iteration 12Q (104802.300000 sec): 3 clusters
  Score: Raw -45579.809500 + Penalty 1935.647145 = -43644.162355
  nChanged 3
		SP:Iteration 13Q (104802.460000 sec): 3 clusters
  Score: Raw -45587.894392 + Penalty 1935.647145 = -43652.247247
  nChanged 5
		SP:Iteration 14Q (104802.630000 sec): 3 clusters
  Score: Raw -45600.704496 + Penalty 1935.647145 = -43665.057351
  nChanged 3
		SP:Iteration 15Q (104802.790000 sec): 3 clusters
  Score: Raw -45607.892302 + Penalty 1935.647145 = -43672.245157
  nChanged 2
		SP:Iteration 16Q (104802.950000 sec): 3 clusters
  Score: Raw -45610.181477 + Penalty 1935.647145 = -43674.534332
  nChanged 1
		SP:Iteration 17Q (104803.120000 sec): 3 clusters
  Score: Raw -45612.836208 + Penalty 1935.647145 = -43677.189063
  nChanged 2
		SP:Iteration 18Q (104803.290000 sec): 3 clusters
  Score: Raw -45619.469966 + Penalty 1935.647145 = -43683.822821
  nChanged 1
		SP:Iteration 19Q (104803.470000 sec): 3 clusters
  Score: Raw -45623.277849 + Penalty 1935.647145 = -43687.630704
  nChanged 3
		SP:Iteration 20F (104803.670000 sec): 3 clusters
  Score: Raw -45632.130903 + Penalty 1935.647145 = -43696.483758
  nChanged 2
		SP:Iteration 21Q (104803.810000 sec): 3 clusters
  Score: Raw -45635.740986 + Penalty 1935.647145 = -43700.093841
  nChanged 0
		SP:Iteration 22F (104804.000000 sec): 3 clusters
  Score: Raw -45635.740986 + Penalty 1935.647145 = -43700.093841
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (12154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104804.170000 sec): 2 clusters
  Score: Raw -1454866.134030 + Penalty 1528.379712 = -1453337.754318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104804.400000 sec): 3 clusters
  Score: Raw -1447856.500355 + Penalty 3056.759424 = -1444799.740931
  nChanged 5291
		SP:Iteration 1F (104804.610000 sec): 3 clusters
  Score: Raw -1450637.679641 + Penalty 3056.759424 = -1447580.920217
  nChanged 694
		SP:Iteration 2F (104804.840000 sec): 3 clusters
  Score: Raw -1450927.790457 + Penalty 3056.759424 = -1447871.031033
  nChanged 639
		SP:Iteration 3F (104805.080000 sec): 3 clusters
  Score: Raw -1451211.988254 + Penalty 3056.759424 = -1448155.228830
  nChanged 671
		SP:Iteration 4F (104805.300000 sec): 3 clusters
  Score: Raw -1451586.908881 + Penalty 3056.759424 = -1448530.149457
  nChanged 797
		SP:Iteration 5F (104805.530000 sec): 3 clusters
  Score: Raw -1452141.593507 + Penalty 3056.759424 = -1449084.834083
  nChanged 897
		SP:Iteration 6F (104805.760000 sec): 3 clusters
  Score: Raw -1452893.185344 + Penalty 3056.759424 = -1449836.425920
  nChanged 849
		SP:Iteration 7F (104805.970000 sec): 3 clusters
  Score: Raw -1453620.214764 + Penalty 3056.759424 = -1450563.455340
  nChanged 704
		SP:Iteration 8F (104806.230000 sec): 3 clusters
  Score: Raw -1454202.619581 + Penalty 3056.759424 = -1451145.860157
  nChanged 528
		SP:Iteration 9Q (104806.440000 sec): 3 clusters
  Score: Raw -1454623.949364 + Penalty 3056.759424 = -1451567.189940
  nChanged 405
		SP:Iteration 10Q (104806.680000 sec): 3 clusters
  Score: Raw -1454940.751239 + Penalty 3056.759424 = -1451883.991815
  nChanged 279
		SP:Iteration 11Q (104806.940000 sec): 3 clusters
  Score: Raw -1455186.534107 + Penalty 3056.759424 = -1452129.774682
  nChanged 226
		SP:Iteration 12Q (104807.170000 sec): 3 clusters
  Score: Raw -1455390.863981 + Penalty 3056.759424 = -1452334.104557
  nChanged 175
		SP:Iteration 13Q (104807.350000 sec): 3 clusters
  Score: Raw -1455506.356409 + Penalty 3056.759424 = -1452449.596985
  nChanged 126
		SP:Iteration 14Q (104807.580000 sec): 3 clusters
  Score: Raw -1455568.877750 + Penalty 3056.759424 = -1452512.118326
  nChanged 79
		SP:Iteration 15Q (104807.750000 sec): 3 clusters
  Score: Raw -1455599.029980 + Penalty 3056.759424 = -1452542.270556
  nChanged 55
		SP:Iteration 16Q (104807.960000 sec): 3 clusters
  Score: Raw -1455614.450015 + Penalty 3056.759424 = -1452557.690590
  nChanged 32
		SP:Iteration 17Q (104808.190000 sec): 3 clusters
  Score: Raw -1455621.785296 + Penalty 3056.759424 = -1452565.025872
  nChanged 27
		SP:Iteration 18Q (104808.410000 sec): 3 clusters
  Score: Raw -1455628.446680 + Penalty 3056.759424 = -1452571.687256
  nChanged 26
		SP:Iteration 19Q (104808.590000 sec): 3 clusters
  Score: Raw -1455635.816043 + Penalty 3056.759424 = -1452579.056619
  nChanged 28
		SP:Iteration 20F (104808.880000 sec): 3 clusters
  Score: Raw -1455641.462305 + Penalty 3056.759424 = -1452584.702881
  nChanged 16
		SP:Iteration 21Q (104809.070000 sec): 3 clusters
  Score: Raw -1455644.826557 + Penalty 3056.759424 = -1452588.067133
  nChanged 13
		SP:Iteration 22Q (104809.280000 sec): 3 clusters
  Score: Raw -1455647.595769 + Penalty 3056.759424 = -1452590.836345
  nChanged 12
		SP:Iteration 23Q (104809.510000 sec): 3 clusters
  Score: Raw -1455650.589840 + Penalty 3056.759424 = -1452593.830416
  nChanged 9
		SP:Iteration 24Q (104809.720000 sec): 3 clusters
  Score: Raw -1455652.175707 + Penalty 3056.759424 = -1452595.416283
  nChanged 14
		SP:Iteration 25Q (104809.970000 sec): 3 clusters
  Score: Raw -1455654.866317 + Penalty 3056.759424 = -1452598.106893
  nChanged 15
		SP:Iteration 26Q (104810.210000 sec): 3 clusters
  Score: Raw -1455657.811207 + Penalty 3056.759424 = -1452601.051782
  nChanged 6
		SP:Iteration 27Q (104810.400000 sec): 3 clusters
  Score: Raw -1455658.731344 + Penalty 3056.759424 = -1452601.971920
  nChanged 9
		SP:Iteration 28Q (104810.630000 sec): 3 clusters
  Score: Raw -1455660.105608 + Penalty 3056.759424 = -1452603.346184
  nChanged 12
		SP:Iteration 29Q (104810.860000 sec): 3 clusters
  Score: Raw -1455661.928803 + Penalty 3056.759424 = -1452605.169379
  nChanged 7
		SP:Iteration 30Q (104811.100000 sec): 3 clusters
  Score: Raw -1455663.560062 + Penalty 3056.759424 = -1452606.800638
  nChanged 11
		SP:Iteration 31Q (104811.320000 sec): 3 clusters
  Score: Raw -1455665.544257 + Penalty 3056.759424 = -1452608.784833
  nChanged 4
		SP:Iteration 32Q (104811.560000 sec): 3 clusters
  Score: Raw -1455666.570714 + Penalty 3056.759424 = -1452609.811289
  nChanged 6
		SP:Iteration 33Q (104811.750000 sec): 3 clusters
  Score: Raw -1455667.492269 + Penalty 3056.759424 = -1452610.732844
  nChanged 3
		SP:Iteration 34Q (104812.000000 sec): 3 clusters
  Score: Raw -1455667.923389 + Penalty 3056.759424 = -1452611.163965
  nChanged 1
		SP:Iteration 35Q (104812.240000 sec): 3 clusters
  Score: Raw -1455668.023591 + Penalty 3056.759424 = -1452611.264166
  nChanged 1
		SP:Iteration 36Q (104812.430000 sec): 3 clusters
  Score: Raw -1455668.088505 + Penalty 3056.759424 = -1452611.329081
  nChanged 0
		SP:Iteration 37F (104812.650000 sec): 3 clusters
  Score: Raw -1455668.088505 + Penalty 3056.759424 = -1452611.329081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (1461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104812.750000 sec): 2 clusters
  Score: Raw -168025.899014 + Penalty 1184.117417 = -166841.781597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104812.960000 sec): 3 clusters
  Score: Raw -167451.325294 + Penalty 2368.234834 = -165083.090460
  nChanged 454
		SP:Iteration 1F (104813.110000 sec): 3 clusters
  Score: Raw -167839.100423 + Penalty 2368.234834 = -165470.865589
  nChanged 139
		SP:Iteration 2F (104813.290000 sec): 3 clusters
  Score: Raw -168031.990704 + Penalty 2368.234834 = -165663.755870
  nChanged 119
		SP:Iteration 3F (104813.470000 sec): 3 clusters
  Score: Raw -168256.603791 + Penalty 2368.234834 = -165888.368957
  nChanged 111
		SP:Iteration 4F (104813.630000 sec): 3 clusters
  Score: Raw -168517.950065 + Penalty 2368.234834 = -166149.715231
  nChanged 89
		SP:Iteration 5F (104813.810000 sec): 3 clusters
  Score: Raw -168692.817542 + Penalty 2368.234834 = -166324.582708
  nChanged 74
		SP:Iteration 6F (104814.020000 sec): 3 clusters
  Score: Raw -168794.499842 + Penalty 2368.234834 = -166426.265008
  nChanged 50
		SP:Iteration 7Q (104814.170000 sec): 3 clusters
  Score: Raw -168872.939379 + Penalty 2368.234834 = -166504.704546
  nChanged 33
		SP:Iteration 8Q (104814.320000 sec): 3 clusters
  Score: Raw -168916.725739 + Penalty 2368.234834 = -166548.490905
  nChanged 23
		SP:Iteration 9Q (104814.510000 sec): 3 clusters
  Score: Raw -168941.368594 + Penalty 2368.234834 = -166573.133760
  nChanged 13
		SP:Iteration 10Q (104814.630000 sec): 3 clusters
  Score: Raw -168953.912364 + Penalty 2368.234834 = -166585.677531
  nChanged 11
		SP:Iteration 11Q (104814.820000 sec): 3 clusters
  Score: Raw -168964.282858 + Penalty 2368.234834 = -166596.048024
  nChanged 5
		SP:Iteration 12Q (104815.010000 sec): 3 clusters
  Score: Raw -168967.262826 + Penalty 2368.234834 = -166599.027993
  nChanged 7
		SP:Iteration 13Q (104815.190000 sec): 3 clusters
  Score: Raw -168971.572560 + Penalty 2368.234834 = -166603.337726
  nChanged 7
		SP:Iteration 14Q (104815.360000 sec): 3 clusters
  Score: Raw -168977.346426 + Penalty 2368.234834 = -166609.111592
  nChanged 5
		SP:Iteration 15Q (104815.520000 sec): 3 clusters
  Score: Raw -168982.319331 + Penalty 2368.234834 = -166614.084498
  nChanged 6
		SP:Iteration 16Q (104815.720000 sec): 3 clusters
  Score: Raw -168987.862381 + Penalty 2368.234834 = -166619.627548
  nChanged 6
		SP:Iteration 17Q (104815.860000 sec): 3 clusters
  Score: Raw -168993.224708 + Penalty 2368.234834 = -166624.989874
  nChanged 7
		SP:Iteration 18Q (104816.070000 sec): 3 clusters
  Score: Raw -169001.288124 + Penalty 2368.234834 = -166633.053291
  nChanged 3
		SP:Iteration 19Q (104816.230000 sec): 3 clusters
  Score: Raw -169003.161545 + Penalty 2368.234834 = -166634.926711
  nChanged 3
		SP:Iteration 20F (104816.420000 sec): 3 clusters
  Score: Raw -169004.599720 + Penalty 2368.234834 = -166636.364887
  nChanged 1
		SP:Iteration 21Q (104816.570000 sec): 3 clusters
  Score: Raw -169005.016214 + Penalty 2368.234834 = -166636.781380
  nChanged 0
		SP:Iteration 22F (104816.740000 sec): 3 clusters
  Score: Raw -169005.016214 + Penalty 2368.234834 = -166636.781380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (1458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104816.850000 sec): 2 clusters
  Score: Raw -171201.442302 + Penalty 1183.783398 = -170017.658904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104817.040000 sec): 3 clusters
  Score: Raw -170653.337991 + Penalty 2367.566797 = -168285.771195
  nChanged 456
		SP:Iteration 1F (104817.220000 sec): 3 clusters
  Score: Raw -170977.362255 + Penalty 2367.566797 = -168609.795459
  nChanged 117
		SP:Iteration 2F (104817.390000 sec): 3 clusters
  Score: Raw -171092.461271 + Penalty 2367.566797 = -168724.894474
  nChanged 94
		SP:Iteration 3F (104817.550000 sec): 3 clusters
  Score: Raw -171161.056601 + Penalty 2367.566797 = -168793.489804
  nChanged 53
		SP:Iteration 4Q (104817.750000 sec): 3 clusters
  Score: Raw -171217.069451 + Penalty 2367.566797 = -168849.502654
  nChanged 53
		SP:Iteration 5Q (104817.910000 sec): 3 clusters
  Score: Raw -171267.166419 + Penalty 2367.566797 = -168899.599622
  nChanged 46
		SP:Iteration 6Q (104818.140000 sec): 3 clusters
  Score: Raw -171298.318161 + Penalty 2367.566797 = -168930.751365
  nChanged 37
		SP:Iteration 7Q (104818.300000 sec): 3 clusters
  Score: Raw -171330.287085 + Penalty 2367.566797 = -168962.720288
  nChanged 35
		SP:Iteration 8Q (104818.490000 sec): 3 clusters
  Score: Raw -171368.134641 + Penalty 2367.566797 = -169000.567844
  nChanged 33
		SP:Iteration 9Q (104818.680000 sec): 3 clusters
  Score: Raw -171399.332555 + Penalty 2367.566797 = -169031.765759
  nChanged 31
		SP:Iteration 10Q (104818.850000 sec): 3 clusters
  Score: Raw -171430.235873 + Penalty 2367.566797 = -169062.669077
  nChanged 28
		SP:Iteration 11Q (104818.970000 sec): 3 clusters
  Score: Raw -171451.881153 + Penalty 2367.566797 = -169084.314356
  nChanged 19
		SP:Iteration 12Q (104819.130000 sec): 3 clusters
  Score: Raw -171469.373689 + Penalty 2367.566797 = -169101.806892
  nChanged 16
		SP:Iteration 13Q (104819.310000 sec): 3 clusters
  Score: Raw -171483.906826 + Penalty 2367.566797 = -169116.340029
  nChanged 17
		SP:Iteration 14Q (104819.500000 sec): 3 clusters
  Score: Raw -171500.864467 + Penalty 2367.566797 = -169133.297670
  nChanged 14
		SP:Iteration 15Q (104819.680000 sec): 3 clusters
  Score: Raw -171512.621555 + Penalty 2367.566797 = -169145.054759
  nChanged 13
		SP:Iteration 16Q (104819.830000 sec): 3 clusters
  Score: Raw -171527.785492 + Penalty 2367.566797 = -169160.218695
  nChanged 13
		SP:Iteration 17Q (104820.010000 sec): 3 clusters
  Score: Raw -171541.200477 + Penalty 2367.566797 = -169173.633680
  nChanged 9
		SP:Iteration 18Q (104820.240000 sec): 3 clusters
  Score: Raw -171550.071578 + Penalty 2367.566797 = -169182.504781
  nChanged 12
		SP:Iteration 19Q (104820.420000 sec): 3 clusters
  Score: Raw -171562.307102 + Penalty 2367.566797 = -169194.740305
  nChanged 9
		SP:Iteration 20F (104820.570000 sec): 3 clusters
  Score: Raw -171571.376377 + Penalty 2367.566797 = -169203.809580
  nChanged 5
		SP:Iteration 21Q (104820.760000 sec): 3 clusters
  Score: Raw -171576.324809 + Penalty 2367.566797 = -169208.758012
  nChanged 3
		SP:Iteration 22Q (104820.960000 sec): 3 clusters
  Score: Raw -171581.068180 + Penalty 2367.566797 = -169213.501384
  nChanged 5
		SP:Iteration 23Q (104821.140000 sec): 3 clusters
  Score: Raw -171585.896914 + Penalty 2367.566797 = -169218.330118
  nChanged 3
		SP:Iteration 24Q (104821.280000 sec): 3 clusters
  Score: Raw -171587.628127 + Penalty 2367.566797 = -169220.061331
  nChanged 3
		SP:Iteration 25Q (104821.510000 sec): 3 clusters
  Score: Raw -171589.221531 + Penalty 2367.566797 = -169221.654735
  nChanged 3
		SP:Iteration 26Q (104821.690000 sec): 3 clusters
  Score: Raw -171590.306557 + Penalty 2367.566797 = -169222.739760
  nChanged 1
		SP:Iteration 27Q (104821.840000 sec): 3 clusters
  Score: Raw -171590.562273 + Penalty 2367.566797 = -169222.995476
  nChanged 0
		SP:Iteration 28F (104822.050000 sec): 3 clusters
  Score: Raw -171590.562273 + Penalty 2367.566797 = -169222.995476
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104822.130000 sec): 2 clusters
  Score: Raw -253929.258082 + Penalty 1254.358599 = -252674.899483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104822.340000 sec): 3 clusters
  Score: Raw -252971.289977 + Penalty 2508.717198 = -250462.572779
  nChanged 787
		SP:Iteration 1F (104822.500000 sec): 3 clusters
  Score: Raw -253661.681325 + Penalty 2508.717198 = -251152.964127
  nChanged 232
		SP:Iteration 2F (104822.700000 sec): 3 clusters
  Score: Raw -254053.929455 + Penalty 2508.717198 = -251545.212257
  nChanged 220
		SP:Iteration 3F (104822.880000 sec): 3 clusters
  Score: Raw -254374.234366 + Penalty 2508.717198 = -251865.517168
  nChanged 184
		SP:Iteration 4F (104823.050000 sec): 3 clusters
  Score: Raw -254638.390161 + Penalty 2508.717198 = -252129.672963
  nChanged 125
		SP:Iteration 5F (104823.190000 sec): 3 clusters
  Score: Raw -254811.858992 + Penalty 2508.717198 = -252303.141794
  nChanged 96
		SP:Iteration 6Q (104823.370000 sec): 3 clusters
  Score: Raw -254913.376963 + Penalty 2508.717198 = -252404.659765
  nChanged 67
		SP:Iteration 7Q (104823.550000 sec): 3 clusters
  Score: Raw -254996.954030 + Penalty 2508.717198 = -252488.236831
  nChanged 55
		SP:Iteration 8Q (104823.750000 sec): 3 clusters
  Score: Raw -255064.853513 + Penalty 2508.717198 = -252556.136315
  nChanged 44
		SP:Iteration 9Q (104823.910000 sec): 3 clusters
  Score: Raw -255109.468375 + Penalty 2508.717198 = -252600.751177
  nChanged 24
		SP:Iteration 10Q (104824.110000 sec): 3 clusters
  Score: Raw -255126.728664 + Penalty 2508.717198 = -252618.011466
  nChanged 15
		SP:Iteration 11Q (104824.310000 sec): 3 clusters
  Score: Raw -255135.874862 + Penalty 2508.717198 = -252627.157664
  nChanged 9
		SP:Iteration 12Q (104824.480000 sec): 3 clusters
  Score: Raw -255140.491204 + Penalty 2508.717198 = -252631.774006
  nChanged 5
		SP:Iteration 13Q (104824.670000 sec): 3 clusters
  Score: Raw -255142.876194 + Penalty 2508.717198 = -252634.158996
  nChanged 4
		SP:Iteration 14Q (104824.860000 sec): 3 clusters
  Score: Raw -255144.959750 + Penalty 2508.717198 = -252636.242552
  nChanged 0
		SP:Iteration 15F (104825.000000 sec): 3 clusters
  Score: Raw -255144.959750 + Penalty 2508.717198 = -252636.242552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104825.130000 sec): 2 clusters
  Score: Raw -1025131.179479 + Penalty 1474.199581 = -1023656.979898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104825.370000 sec): 3 clusters
  Score: Raw -1020235.474560 + Penalty 2948.399162 = -1017287.075397
  nChanged 3701
		SP:Iteration 1F (104825.590000 sec): 3 clusters
  Score: Raw -1022262.757230 + Penalty 2948.399162 = -1019314.358068
  nChanged 602
		SP:Iteration 2F (104825.770000 sec): 3 clusters
  Score: Raw -1022550.930094 + Penalty 2948.399162 = -1019602.530932
  nChanged 474
		SP:Iteration 3F (104826.010000 sec): 3 clusters
  Score: Raw -1022767.955886 + Penalty 2948.399162 = -1019819.556724
  nChanged 403
		SP:Iteration 4Q (104826.240000 sec): 3 clusters
  Score: Raw -1022953.494163 + Penalty 2948.399162 = -1020005.095001
  nChanged 358
		SP:Iteration 5Q (104826.410000 sec): 3 clusters
  Score: Raw -1023106.412392 + Penalty 2948.399162 = -1020158.013230
  nChanged 333
		SP:Iteration 6Q (104826.650000 sec): 3 clusters
  Score: Raw -1023246.289067 + Penalty 2948.399162 = -1020297.889905
  nChanged 296
		SP:Iteration 7Q (104826.820000 sec): 3 clusters
  Score: Raw -1023386.035335 + Penalty 2948.399162 = -1020437.636173
  nChanged 283
		SP:Iteration 8Q (104827.030000 sec): 3 clusters
  Score: Raw -1023525.944296 + Penalty 2948.399162 = -1020577.545134
  nChanged 270
		SP:Iteration 9Q (104827.240000 sec): 3 clusters
  Score: Raw -1023645.741795 + Penalty 2948.399162 = -1020697.342632
  nChanged 252
		SP:Iteration 10Q (104827.490000 sec): 3 clusters
  Score: Raw -1023767.760190 + Penalty 2948.399162 = -1020819.361027
  nChanged 285
		SP:Iteration 11Q (104827.690000 sec): 3 clusters
  Score: Raw -1023919.739854 + Penalty 2948.399162 = -1020971.340691
  nChanged 295
		SP:Iteration 12Q (104827.870000 sec): 3 clusters
  Score: Raw -1024077.127881 + Penalty 2948.399162 = -1021128.728719
  nChanged 258
		SP:Iteration 13Q (104828.130000 sec): 3 clusters
  Score: Raw -1024231.900857 + Penalty 2948.399162 = -1021283.501694
  nChanged 283
		SP:Iteration 14Q (104828.300000 sec): 3 clusters
  Score: Raw -1024386.233778 + Penalty 2948.399162 = -1021437.834616
  nChanged 278
		SP:Iteration 15Q (104828.500000 sec): 3 clusters
  Score: Raw -1024525.736097 + Penalty 2948.399162 = -1021577.336935
  nChanged 249
		SP:Iteration 16Q (104828.720000 sec): 3 clusters
  Score: Raw -1024636.979255 + Penalty 2948.399162 = -1021688.580093
  nChanged 188
		SP:Iteration 17Q (104828.910000 sec): 3 clusters
  Score: Raw -1024719.294170 + Penalty 2948.399162 = -1021770.895008
  nChanged 158
		SP:Iteration 18Q (104829.140000 sec): 3 clusters
  Score: Raw -1024776.998204 + Penalty 2948.399162 = -1021828.599042
  nChanged 128
		SP:Iteration 19Q (104829.350000 sec): 3 clusters
  Score: Raw -1024827.899048 + Penalty 2948.399162 = -1021879.499886
  nChanged 113
		SP:Iteration 20F (104829.540000 sec): 3 clusters
  Score: Raw -1024864.803794 + Penalty 2948.399162 = -1021916.404631
  nChanged 110
		SP:Iteration 21Q (104829.710000 sec): 3 clusters
  Score: Raw -1024893.599418 + Penalty 2948.399162 = -1021945.200256
  nChanged 99
		SP:Iteration 22Q (104829.920000 sec): 3 clusters
  Score: Raw -1024931.957310 + Penalty 2948.399162 = -1021983.558148
  nChanged 108
		SP:Iteration 23Q (104830.110000 sec): 3 clusters
  Score: Raw -1024969.432512 + Penalty 2948.399162 = -1022021.033350
  nChanged 94
		SP:Iteration 24Q (104830.330000 sec): 3 clusters
  Score: Raw -1024997.375601 + Penalty 2948.399162 = -1022048.976438
  nChanged 97
		SP:Iteration 25Q (104830.520000 sec): 3 clusters
  Score: Raw -1025023.747050 + Penalty 2948.399162 = -1022075.347888
  nChanged 85
		SP:Iteration 26Q (104830.770000 sec): 3 clusters
  Score: Raw -1025049.177551 + Penalty 2948.399162 = -1022100.778388
  nChanged 75
		SP:Iteration 27Q (104830.970000 sec): 3 clusters
  Score: Raw -1025072.016895 + Penalty 2948.399162 = -1022123.617733
  nChanged 77
		SP:Iteration 28Q (104831.180000 sec): 3 clusters
  Score: Raw -1025096.185443 + Penalty 2948.399162 = -1022147.786280
  nChanged 75
		SP:Iteration 29Q (104831.370000 sec): 3 clusters
  Score: Raw -1025117.293719 + Penalty 2948.399162 = -1022168.894557
  nChanged 68
		SP:Iteration 30Q (104831.590000 sec): 3 clusters
  Score: Raw -1025135.278145 + Penalty 2948.399162 = -1022186.878982
  nChanged 62
		SP:Iteration 31Q (104831.780000 sec): 3 clusters
  Score: Raw -1025150.146527 + Penalty 2948.399162 = -1022201.747364
  nChanged 65
		SP:Iteration 32Q (104831.990000 sec): 3 clusters
  Score: Raw -1025165.460541 + Penalty 2948.399162 = -1022217.061379
  nChanged 57
		SP:Iteration 33Q (104832.220000 sec): 3 clusters
  Score: Raw -1025180.604687 + Penalty 2948.399162 = -1022232.205524
  nChanged 56
		SP:Iteration 34Q (104832.440000 sec): 3 clusters
  Score: Raw -1025195.852073 + Penalty 2948.399162 = -1022247.452911
  nChanged 56
		SP:Iteration 35Q (104832.690000 sec): 3 clusters
  Score: Raw -1025208.320180 + Penalty 2948.399162 = -1022259.921018
  nChanged 50
		SP:Iteration 36Q (104832.860000 sec): 3 clusters
  Score: Raw -1025220.312934 + Penalty 2948.399162 = -1022271.913772
  nChanged 39
		SP:Iteration 37Q (104833.050000 sec): 3 clusters
  Score: Raw -1025228.911818 + Penalty 2948.399162 = -1022280.512656
  nChanged 38
		SP:Iteration 38Q (104833.260000 sec): 3 clusters
  Score: Raw -1025237.889977 + Penalty 2948.399162 = -1022289.490815
  nChanged 26
		SP:Iteration 39Q (104833.470000 sec): 3 clusters
  Score: Raw -1025245.521477 + Penalty 2948.399162 = -1022297.122315
  nChanged 29
		SP:Iteration 40F (104833.700000 sec): 3 clusters
  Score: Raw -1025252.934494 + Penalty 2948.399162 = -1022304.535332
  nChanged 33
		SP:Iteration 41Q (104833.940000 sec): 3 clusters
  Score: Raw -1025260.978281 + Penalty 2948.399162 = -1022312.579119
  nChanged 30
		SP:Iteration 42Q (104834.160000 sec): 3 clusters
  Score: Raw -1025267.973657 + Penalty 2948.399162 = -1022319.574495
  nChanged 33
		SP:Iteration 43Q (104834.350000 sec): 3 clusters
  Score: Raw -1025275.556467 + Penalty 2948.399162 = -1022327.157304
  nChanged 22
		SP:Iteration 44Q (104834.540000 sec): 3 clusters
  Score: Raw -1025279.911211 + Penalty 2948.399162 = -1022331.512049
  nChanged 19
		SP:Iteration 45Q (104834.740000 sec): 3 clusters
  Score: Raw -1025285.552450 + Penalty 2948.399162 = -1022337.153288
  nChanged 26
		SP:Iteration 46Q (104834.940000 sec): 3 clusters
  Score: Raw -1025293.333364 + Penalty 2948.399162 = -1022344.934201
  nChanged 24
		SP:Iteration 47Q (104835.160000 sec): 3 clusters
  Score: Raw -1025298.246474 + Penalty 2948.399162 = -1022349.847312
  nChanged 15
		SP:Iteration 48Q (104835.360000 sec): 3 clusters
  Score: Raw -1025301.566126 + Penalty 2948.399162 = -1022353.166964
  nChanged 17
		SP:Iteration 49Q (104835.590000 sec): 3 clusters
  Score: Raw -1025306.480397 + Penalty 2948.399162 = -1022358.081235
  nChanged 20
		SP:Iteration 50Q (104835.770000 sec): 3 clusters
  Score: Raw -1025312.333577 + Penalty 2948.399162 = -1022363.934415
  nChanged 20
		SP:Iteration 51Q (104836.010000 sec): 3 clusters
  Score: Raw -1025317.708387 + Penalty 2948.399162 = -1022369.309224
  nChanged 23
		SP:Iteration 52Q (104836.190000 sec): 3 clusters
  Score: Raw -1025322.425995 + Penalty 2948.399162 = -1022374.026832
  nChanged 22
		SP:Iteration 53Q (104836.380000 sec): 3 clusters
  Score: Raw -1025327.792616 + Penalty 2948.399162 = -1022379.393454
  nChanged 22
		SP:Iteration 54Q (104836.600000 sec): 3 clusters
  Score: Raw -1025334.397468 + Penalty 2948.399162 = -1022385.998305
  nChanged 25
		SP:Iteration 55Q (104836.820000 sec): 3 clusters
  Score: Raw -1025341.020250 + Penalty 2948.399162 = -1022392.621088
  nChanged 23
		SP:Iteration 56Q (104837.030000 sec): 3 clusters
  Score: Raw -1025346.714785 + Penalty 2948.399162 = -1022398.315623
  nChanged 15
		SP:Iteration 57Q (104837.220000 sec): 3 clusters
  Score: Raw -1025350.229475 + Penalty 2948.399162 = -1022401.830312
  nChanged 22
		SP:Iteration 58Q (104837.420000 sec): 3 clusters
  Score: Raw -1025356.500178 + Penalty 2948.399162 = -1022408.101015
  nChanged 21
		SP:Iteration 59Q (104837.660000 sec): 3 clusters
  Score: Raw -1025362.508848 + Penalty 2948.399162 = -1022414.109685
  nChanged 17
		SP:Iteration 60F (104837.870000 sec): 3 clusters
  Score: Raw -1025369.718600 + Penalty 2948.399162 = -1022421.319437
  nChanged 31
		SP:Iteration 61Q (104838.070000 sec): 3 clusters
  Score: Raw -1025378.351797 + Penalty 2948.399162 = -1022429.952634
  nChanged 30
		SP:Iteration 62Q (104838.300000 sec): 3 clusters
  Score: Raw -1025386.070298 + Penalty 2948.399162 = -1022437.671136
  nChanged 27
		SP:Iteration 63Q (104838.490000 sec): 3 clusters
  Score: Raw -1025393.199494 + Penalty 2948.399162 = -1022444.800332
  nChanged 21
		SP:Iteration 64Q (104838.700000 sec): 3 clusters
  Score: Raw -1025397.832421 + Penalty 2948.399162 = -1022449.433259
  nChanged 15
		SP:Iteration 65Q (104838.920000 sec): 3 clusters
  Score: Raw -1025401.789460 + Penalty 2948.399162 = -1022453.390298
  nChanged 21
		SP:Iteration 66Q (104839.120000 sec): 3 clusters
  Score: Raw -1025408.802072 + Penalty 2948.399162 = -1022460.402910
  nChanged 20
		SP:Iteration 67Q (104839.350000 sec): 3 clusters
  Score: Raw -1025413.527650 + Penalty 2948.399162 = -1022465.128488
  nChanged 18
		SP:Iteration 68Q (104839.570000 sec): 3 clusters
  Score: Raw -1025418.129134 + Penalty 2948.399162 = -1022469.729972
  nChanged 18
		SP:Iteration 69Q (104839.800000 sec): 3 clusters
  Score: Raw -1025423.143869 + Penalty 2948.399162 = -1022474.744706
  nChanged 16
		SP:Iteration 70Q (104839.980000 sec): 3 clusters
  Score: Raw -1025426.701191 + Penalty 2948.399162 = -1022478.302029
  nChanged 14
		SP:Iteration 71Q (104840.220000 sec): 3 clusters
  Score: Raw -1025430.150244 + Penalty 2948.399162 = -1022481.751082
  nChanged 20
		SP:Iteration 72Q (104840.430000 sec): 3 clusters
  Score: Raw -1025436.807670 + Penalty 2948.399162 = -1022488.408507
  nChanged 25
		SP:Iteration 73Q (104840.630000 sec): 3 clusters
  Score: Raw -1025443.378117 + Penalty 2948.399162 = -1022494.978955
  nChanged 15
		SP:Iteration 74Q (104840.850000 sec): 3 clusters
  Score: Raw -1025447.302482 + Penalty 2948.399162 = -1022498.903320
  nChanged 18
		SP:Iteration 75Q (104841.070000 sec): 3 clusters
  Score: Raw -1025450.897826 + Penalty 2948.399162 = -1022502.498664
  nChanged 12
		SP:Iteration 76Q (104841.310000 sec): 3 clusters
  Score: Raw -1025453.847298 + Penalty 2948.399162 = -1022505.448136
  nChanged 15
		SP:Iteration 77Q (104841.530000 sec): 3 clusters
  Score: Raw -1025459.963576 + Penalty 2948.399162 = -1022511.564414
  nChanged 20
		SP:Iteration 78Q (104841.750000 sec): 3 clusters
  Score: Raw -1025465.984425 + Penalty 2948.399162 = -1022517.585262
  nChanged 22
		SP:Iteration 79Q (104841.930000 sec): 3 clusters
  Score: Raw -1025471.997289 + Penalty 2948.399162 = -1022523.598127
  nChanged 18
		SP:Iteration 80F (104842.160000 sec): 3 clusters
  Score: Raw -1025476.205940 + Penalty 2948.399162 = -1022527.806777
  nChanged 11
		SP:Iteration 81Q (104842.410000 sec): 3 clusters
  Score: Raw -1025478.710823 + Penalty 2948.399162 = -1022530.311661
  nChanged 17
		SP:Iteration 82Q (104842.580000 sec): 3 clusters
  Score: Raw -1025482.950304 + Penalty 2948.399162 = -1022534.551141
  nChanged 16
		SP:Iteration 83Q (104842.830000 sec): 3 clusters
  Score: Raw -1025486.085729 + Penalty 2948.399162 = -1022537.686567
  nChanged 12
		SP:Iteration 84Q (104842.990000 sec): 3 clusters
  Score: Raw -1025488.599637 + Penalty 2948.399162 = -1022540.200475
  nChanged 14
		SP:Iteration 85Q (104843.250000 sec): 3 clusters
  Score: Raw -1025493.407427 + Penalty 2948.399162 = -1022545.008265
  nChanged 16
		SP:Iteration 86Q (104843.430000 sec): 3 clusters
  Score: Raw -1025497.786956 + Penalty 2948.399162 = -1022549.387794
  nChanged 13
		SP:Iteration 87Q (104843.650000 sec): 3 clusters
  Score: Raw -1025502.711781 + Penalty 2948.399162 = -1022554.312619
  nChanged 20
		SP:Iteration 88Q (104843.890000 sec): 3 clusters
  Score: Raw -1025508.093678 + Penalty 2948.399162 = -1022559.694516
  nChanged 20
		SP:Iteration 89Q (104844.070000 sec): 3 clusters
  Score: Raw -1025514.696456 + Penalty 2948.399162 = -1022566.297294
  nChanged 20
		SP:Iteration 90Q (104844.290000 sec): 3 clusters
  Score: Raw -1025520.602912 + Penalty 2948.399162 = -1022572.203750
  nChanged 23
		SP:Iteration 91Q (104844.510000 sec): 3 clusters
  Score: Raw -1025527.013627 + Penalty 2948.399162 = -1022578.614465
  nChanged 18
		SP:Iteration 92Q (104844.730000 sec): 3 clusters
  Score: Raw -1025532.366619 + Penalty 2948.399162 = -1022583.967457
  nChanged 13
		SP:Iteration 93Q (104844.910000 sec): 3 clusters
  Score: Raw -1025537.418738 + Penalty 2948.399162 = -1022589.019576
  nChanged 11
		SP:Iteration 94Q (104845.110000 sec): 3 clusters
  Score: Raw -1025540.284086 + Penalty 2948.399162 = -1022591.884924
  nChanged 10
		SP:Iteration 95Q (104845.330000 sec): 3 clusters
  Score: Raw -1025542.652017 + Penalty 2948.399162 = -1022594.252855
  nChanged 4
		SP:Iteration 96Q (104845.570000 sec): 3 clusters
  Score: Raw -1025543.138083 + Penalty 2948.399162 = -1022594.738921
  nChanged 3
		SP:Iteration 97Q (104845.770000 sec): 3 clusters
  Score: Raw -1025544.052652 + Penalty 2948.399162 = -1022595.653489
  nChanged 1
		SP:Iteration 98Q (104846.000000 sec): 3 clusters
  Score: Raw -1025544.378779 + Penalty 2948.399162 = -1022595.979617
  nChanged 0
		SP:Iteration 99F (104846.210000 sec): 3 clusters
  Score: Raw -1025544.378779 + Penalty 2948.399162 = -1022595.979617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (12016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104846.320000 sec): 2 clusters
  Score: Raw -1331590.641532 + Penalty 1526.524086 = -1330064.117446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104846.540000 sec): 3 clusters
  Score: Raw -1324681.923273 + Penalty 3053.048172 = -1321628.875102
  nChanged 5265
		SP:Iteration 1F (104846.760000 sec): 3 clusters
  Score: Raw -1327858.977158 + Penalty 3053.048172 = -1324805.928987
  nChanged 857
		SP:Iteration 2F (104846.980000 sec): 3 clusters
  Score: Raw -1328346.777614 + Penalty 3053.048172 = -1325293.729443
  nChanged 796
		SP:Iteration 3F (104847.200000 sec): 3 clusters
  Score: Raw -1328839.620402 + Penalty 3053.048172 = -1325786.572231
  nChanged 759
		SP:Iteration 4F (104847.420000 sec): 3 clusters
  Score: Raw -1329328.968306 + Penalty 3053.048172 = -1326275.920134
  nChanged 675
		SP:Iteration 5F (104847.660000 sec): 3 clusters
  Score: Raw -1329758.123955 + Penalty 3053.048172 = -1326705.075783
  nChanged 615
		SP:Iteration 6F (104847.920000 sec): 3 clusters
  Score: Raw -1330165.267971 + Penalty 3053.048172 = -1327112.219799
  nChanged 529
		SP:Iteration 7Q (104848.120000 sec): 3 clusters
  Score: Raw -1330477.366534 + Penalty 3053.048172 = -1327424.318363
  nChanged 410
		SP:Iteration 8Q (104848.370000 sec): 3 clusters
  Score: Raw -1330701.066191 + Penalty 3053.048172 = -1327648.018019
  nChanged 341
		SP:Iteration 9Q (104848.590000 sec): 3 clusters
  Score: Raw -1330895.706542 + Penalty 3053.048172 = -1327842.658370
  nChanged 275
		SP:Iteration 10Q (104848.830000 sec): 3 clusters
  Score: Raw -1331041.853710 + Penalty 3053.048172 = -1327988.805539
  nChanged 259
		SP:Iteration 11Q (104849.050000 sec): 3 clusters
  Score: Raw -1331169.243959 + Penalty 3053.048172 = -1328116.195787
  nChanged 223
		SP:Iteration 12Q (104849.280000 sec): 3 clusters
  Score: Raw -1331279.209169 + Penalty 3053.048172 = -1328226.160997
  nChanged 201
		SP:Iteration 13Q (104849.500000 sec): 3 clusters
  Score: Raw -1331384.035667 + Penalty 3053.048172 = -1328330.987495
  nChanged 185
		SP:Iteration 14Q (104849.740000 sec): 3 clusters
  Score: Raw -1331469.212206 + Penalty 3053.048172 = -1328416.164035
  nChanged 159
		SP:Iteration 15Q (104849.960000 sec): 3 clusters
  Score: Raw -1331538.316535 + Penalty 3053.048172 = -1328485.268364
  nChanged 146
		SP:Iteration 16Q (104850.170000 sec): 3 clusters
  Score: Raw -1331594.611595 + Penalty 3053.048172 = -1328541.563424
  nChanged 130
		SP:Iteration 17Q (104850.390000 sec): 3 clusters
  Score: Raw -1331648.181363 + Penalty 3053.048172 = -1328595.133191
  nChanged 116
		SP:Iteration 18Q (104850.610000 sec): 3 clusters
  Score: Raw -1331697.598360 + Penalty 3053.048172 = -1328644.550188
  nChanged 113
		SP:Iteration 19Q (104850.830000 sec): 3 clusters
  Score: Raw -1331748.735713 + Penalty 3053.048172 = -1328695.687542
  nChanged 89
		SP:Iteration 20F (104851.070000 sec): 3 clusters
  Score: Raw -1331786.204724 + Penalty 3053.048172 = -1328733.156553
  nChanged 78
		SP:Iteration 21Q (104851.270000 sec): 3 clusters
  Score: Raw -1331822.452414 + Penalty 3053.048172 = -1328769.404243
  nChanged 84
		SP:Iteration 22Q (104851.510000 sec): 3 clusters
  Score: Raw -1331860.210246 + Penalty 3053.048172 = -1328807.162075
  nChanged 76
		SP:Iteration 23Q (104851.730000 sec): 3 clusters
  Score: Raw -1331905.199158 + Penalty 3053.048172 = -1328852.150986
  nChanged 88
		SP:Iteration 24Q (104851.940000 sec): 3 clusters
  Score: Raw -1331946.264393 + Penalty 3053.048172 = -1328893.216221
  nChanged 72
		SP:Iteration 25Q (104852.150000 sec): 3 clusters
  Score: Raw -1331973.314213 + Penalty 3053.048172 = -1328920.266041
  nChanged 55
		SP:Iteration 26Q (104852.370000 sec): 3 clusters
  Score: Raw -1331995.715996 + Penalty 3053.048172 = -1328942.667824
  nChanged 50
		SP:Iteration 27Q (104852.630000 sec): 3 clusters
  Score: Raw -1332016.100779 + Penalty 3053.048172 = -1328963.052607
  nChanged 50
		SP:Iteration 28Q (104852.860000 sec): 3 clusters
  Score: Raw -1332036.350119 + Penalty 3053.048172 = -1328983.301947
  nChanged 29
		SP:Iteration 29Q (104853.050000 sec): 3 clusters
  Score: Raw -1332047.515651 + Penalty 3053.048172 = -1328994.467480
  nChanged 33
		SP:Iteration 30Q (104853.290000 sec): 3 clusters
  Score: Raw -1332060.012499 + Penalty 3053.048172 = -1329006.964327
  nChanged 29
		SP:Iteration 31Q (104853.490000 sec): 3 clusters
  Score: Raw -1332074.228665 + Penalty 3053.048172 = -1329021.180494
  nChanged 37
		SP:Iteration 32Q (104853.700000 sec): 3 clusters
  Score: Raw -1332090.249147 + Penalty 3053.048172 = -1329037.200976
  nChanged 28
		SP:Iteration 33Q (104853.930000 sec): 3 clusters
  Score: Raw -1332100.980478 + Penalty 3053.048172 = -1329047.932306
  nChanged 24
		SP:Iteration 34Q (104854.200000 sec): 3 clusters
  Score: Raw -1332108.092167 + Penalty 3053.048172 = -1329055.043995
  nChanged 19
		SP:Iteration 35Q (104854.390000 sec): 3 clusters
  Score: Raw -1332113.549292 + Penalty 3053.048172 = -1329060.501120
  nChanged 16
		SP:Iteration 36Q (104854.620000 sec): 3 clusters
  Score: Raw -1332118.745749 + Penalty 3053.048172 = -1329065.697577
  nChanged 17
		SP:Iteration 37Q (104854.850000 sec): 3 clusters
  Score: Raw -1332124.477020 + Penalty 3053.048172 = -1329071.428848
  nChanged 14
		SP:Iteration 38Q (104855.040000 sec): 3 clusters
  Score: Raw -1332130.376182 + Penalty 3053.048172 = -1329077.328010
  nChanged 9
		SP:Iteration 39Q (104855.320000 sec): 3 clusters
  Score: Raw -1332133.260142 + Penalty 3053.048172 = -1329080.211971
  nChanged 8
		SP:Iteration 40F (104855.550000 sec): 3 clusters
  Score: Raw -1332136.528258 + Penalty 3053.048172 = -1329083.480086
  nChanged 10
		SP:Iteration 41Q (104855.740000 sec): 3 clusters
  Score: Raw -1332139.311077 + Penalty 3053.048172 = -1329086.262906
  nChanged 8
		SP:Iteration 42Q (104855.910000 sec): 3 clusters
  Score: Raw -1332140.748187 + Penalty 3053.048172 = -1329087.700015
  nChanged 3
		SP:Iteration 43Q (104856.160000 sec): 3 clusters
  Score: Raw -1332141.881453 + Penalty 3053.048172 = -1329088.833281
  nChanged 4
		SP:Iteration 44Q (104856.380000 sec): 3 clusters
  Score: Raw -1332143.319659 + Penalty 3053.048172 = -1329090.271488
  nChanged 7
		SP:Iteration 45Q (104856.610000 sec): 3 clusters
  Score: Raw -1332144.460250 + Penalty 3053.048172 = -1329091.412079
  nChanged 3
		SP:Iteration 46Q (104856.820000 sec): 3 clusters
  Score: Raw -1332145.344122 + Penalty 3053.048172 = -1329092.295951
  nChanged 4
		SP:Iteration 47Q (104857.030000 sec): 3 clusters
  Score: Raw -1332146.428006 + Penalty 3053.048172 = -1329093.379835
  nChanged 1
		SP:Iteration 48Q (104857.220000 sec): 3 clusters
  Score: Raw -1332146.886238 + Penalty 3053.048172 = -1329093.838066
  nChanged 1
		SP:Iteration 49Q (104857.460000 sec): 3 clusters
  Score: Raw -1332147.253337 + Penalty 3053.048172 = -1329094.205165
  nChanged 2
		SP:Iteration 50Q (104857.680000 sec): 3 clusters
  Score: Raw -1332147.632248 + Penalty 3053.048172 = -1329094.584077
  nChanged 1
		SP:Iteration 51Q (104857.910000 sec): 3 clusters
  Score: Raw -1332148.018424 + Penalty 3053.048172 = -1329094.970252
  nChanged 2
		SP:Iteration 52Q (104858.130000 sec): 3 clusters
  Score: Raw -1332148.653920 + Penalty 3053.048172 = -1329095.605749
  nChanged 1
		SP:Iteration 53Q (104858.340000 sec): 3 clusters
  Score: Raw -1332149.288704 + Penalty 3053.048172 = -1329096.240532
  nChanged 2
		SP:Iteration 54Q (104858.610000 sec): 3 clusters
  Score: Raw -1332149.745984 + Penalty 3053.048172 = -1329096.697813
  nChanged 1
		SP:Iteration 55Q (104858.830000 sec): 3 clusters
  Score: Raw -1332149.927826 + Penalty 3053.048172 = -1329096.879654
  nChanged 1
		SP:Iteration 56Q (104859.050000 sec): 3 clusters
  Score: Raw -1332150.320582 + Penalty 3053.048172 = -1329097.272410
  nChanged 1
		SP:Iteration 57Q (104859.270000 sec): 3 clusters
  Score: Raw -1332151.034259 + Penalty 3053.048172 = -1329097.986088
  nChanged 4
		SP:Iteration 58Q (104859.500000 sec): 3 clusters
  Score: Raw -1332152.149209 + Penalty 3053.048172 = -1329099.101037
  nChanged 4
		SP:Iteration 59Q (104859.700000 sec): 3 clusters
  Score: Raw -1332153.721302 + Penalty 3053.048172 = -1329100.673130
  nChanged 2
		SP:Iteration 60F (104859.920000 sec): 3 clusters
  Score: Raw -1332154.141869 + Penalty 3053.048172 = -1329101.093697
  nChanged 2
		SP:Iteration 61Q (104860.140000 sec): 3 clusters
  Score: Raw -1332154.616767 + Penalty 3053.048172 = -1329101.568595
  nChanged 2
		SP:Iteration 62Q (104860.350000 sec): 3 clusters
  Score: Raw -1332155.074878 + Penalty 3053.048172 = -1329102.026706
  nChanged 1
		SP:Iteration 63Q (104860.600000 sec): 3 clusters
  Score: Raw -1332155.480178 + Penalty 3053.048172 = -1329102.432006
  nChanged 1
		SP:Iteration 64Q (104860.830000 sec): 3 clusters
  Score: Raw -1332155.667576 + Penalty 3053.048172 = -1329102.619404
  nChanged 2
		SP:Iteration 65Q (104861.020000 sec): 3 clusters
  Score: Raw -1332155.875245 + Penalty 3053.048172 = -1329102.827073
  nChanged 1
		SP:Iteration 66Q (104861.270000 sec): 3 clusters
  Score: Raw -1332156.006734 + Penalty 3053.048172 = -1329102.958563
  nChanged 2
		SP:Iteration 67Q (104861.470000 sec): 3 clusters
  Score: Raw -1332156.326100 + Penalty 3053.048172 = -1329103.277929
  nChanged 0
		SP:Iteration 68F (104861.690000 sec): 3 clusters
  Score: Raw -1332156.326100 + Penalty 3053.048172 = -1329103.277929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104861.850000 sec): 2 clusters
  Score: Raw -1584543.564944 + Penalty 1544.420924 = -1582999.144020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104862.060000 sec): 3 clusters
  Score: Raw -1576827.916812 + Penalty 3088.841848 = -1573739.074964
  nChanged 5857
		SP:Iteration 1F (104862.300000 sec): 3 clusters
  Score: Raw -1579959.820457 + Penalty 3088.841848 = -1576870.978609
  nChanged 770
		SP:Iteration 2F (104862.520000 sec): 3 clusters
  Score: Raw -1580239.588575 + Penalty 3088.841848 = -1577150.746727
  nChanged 640
		SP:Iteration 3Q (104862.740000 sec): 3 clusters
  Score: Raw -1580487.926216 + Penalty 3088.841848 = -1577399.084368
  nChanged 583
		SP:Iteration 4Q (104862.980000 sec): 3 clusters
  Score: Raw -1580740.464162 + Penalty 3088.841848 = -1577651.622314
  nChanged 569
		SP:Iteration 5Q (104863.200000 sec): 3 clusters
  Score: Raw -1580988.515863 + Penalty 3088.841848 = -1577899.674015
  nChanged 535
		SP:Iteration 6Q (104863.470000 sec): 3 clusters
  Score: Raw -1581224.947977 + Penalty 3088.841848 = -1578136.106129
  nChanged 516
		SP:Iteration 7Q (104863.650000 sec): 3 clusters
  Score: Raw -1581444.375581 + Penalty 3088.841848 = -1578355.533733
  nChanged 508
		SP:Iteration 8Q (104863.880000 sec): 3 clusters
  Score: Raw -1581658.298922 + Penalty 3088.841848 = -1578569.457074
  nChanged 485
		SP:Iteration 9Q (104864.100000 sec): 3 clusters
  Score: Raw -1581868.725865 + Penalty 3088.841848 = -1578779.884017
  nChanged 481
		SP:Iteration 10Q (104864.340000 sec): 3 clusters
  Score: Raw -1582086.636244 + Penalty 3088.841848 = -1578997.794396
  nChanged 498
		SP:Iteration 11Q (104864.560000 sec): 3 clusters
  Score: Raw -1582344.176097 + Penalty 3088.841848 = -1579255.334249
  nChanged 530
		SP:Iteration 12Q (104864.790000 sec): 3 clusters
  Score: Raw -1582630.107626 + Penalty 3088.841848 = -1579541.265778
  nChanged 502
		SP:Iteration 13Q (104865.050000 sec): 3 clusters
  Score: Raw -1582914.953259 + Penalty 3088.841848 = -1579826.111411
  nChanged 499
		SP:Iteration 14Q (104865.290000 sec): 3 clusters
  Score: Raw -1583194.500637 + Penalty 3088.841848 = -1580105.658789
  nChanged 410
		SP:Iteration 15Q (104865.520000 sec): 3 clusters
  Score: Raw -1583404.137524 + Penalty 3088.841848 = -1580315.295676
  nChanged 332
		SP:Iteration 16Q (104865.730000 sec): 3 clusters
  Score: Raw -1583563.830253 + Penalty 3088.841848 = -1580474.988405
  nChanged 282
		SP:Iteration 17Q (104865.960000 sec): 3 clusters
  Score: Raw -1583701.294794 + Penalty 3088.841848 = -1580612.452946
  nChanged 263
		SP:Iteration 18Q (104866.210000 sec): 3 clusters
  Score: Raw -1583823.487782 + Penalty 3088.841848 = -1580734.645935
  nChanged 244
		SP:Iteration 19Q (104866.410000 sec): 3 clusters
  Score: Raw -1583931.158569 + Penalty 3088.841848 = -1580842.316722
  nChanged 202
		SP:Iteration 20F (104866.630000 sec): 3 clusters
  Score: Raw -1584018.202279 + Penalty 3088.841848 = -1580929.360431
  nChanged 186
		SP:Iteration 21Q (104866.860000 sec): 3 clusters
  Score: Raw -1584102.536603 + Penalty 3088.841848 = -1581013.694755
  nChanged 150
		SP:Iteration 22Q (104867.090000 sec): 3 clusters
  Score: Raw -1584170.486107 + Penalty 3088.841848 = -1581081.644259
  nChanged 148
		SP:Iteration 23Q (104867.330000 sec): 3 clusters
  Score: Raw -1584242.711617 + Penalty 3088.841848 = -1581153.869769
  nChanged 140
		SP:Iteration 24Q (104867.540000 sec): 3 clusters
  Score: Raw -1584306.440988 + Penalty 3088.841848 = -1581217.599140
  nChanged 118
		SP:Iteration 25Q (104867.800000 sec): 3 clusters
  Score: Raw -1584352.426571 + Penalty 3088.841848 = -1581263.584723
  nChanged 96
		SP:Iteration 26Q (104868.060000 sec): 3 clusters
  Score: Raw -1584387.663813 + Penalty 3088.841848 = -1581298.821965
  nChanged 81
		SP:Iteration 27Q (104868.270000 sec): 3 clusters
  Score: Raw -1584415.676982 + Penalty 3088.841848 = -1581326.835134
  nChanged 65
		SP:Iteration 28Q (104868.530000 sec): 3 clusters
  Score: Raw -1584440.740609 + Penalty 3088.841848 = -1581351.898761
  nChanged 64
		SP:Iteration 29Q (104868.740000 sec): 3 clusters
  Score: Raw -1584466.492923 + Penalty 3088.841848 = -1581377.651075
  nChanged 57
		SP:Iteration 30Q (104868.970000 sec): 3 clusters
  Score: Raw -1584490.092515 + Penalty 3088.841848 = -1581401.250667
  nChanged 47
		SP:Iteration 31Q (104869.190000 sec): 3 clusters
  Score: Raw -1584504.745170 + Penalty 3088.841848 = -1581415.903322
  nChanged 38
		SP:Iteration 32Q (104869.450000 sec): 3 clusters
  Score: Raw -1584515.665889 + Penalty 3088.841848 = -1581426.824041
  nChanged 36
		SP:Iteration 33Q (104869.670000 sec): 3 clusters
  Score: Raw -1584525.803623 + Penalty 3088.841848 = -1581436.961775
  nChanged 36
		SP:Iteration 34Q (104869.860000 sec): 3 clusters
  Score: Raw -1584535.188775 + Penalty 3088.841848 = -1581446.346927
  nChanged 32
		SP:Iteration 35Q (104870.120000 sec): 3 clusters
  Score: Raw -1584543.945120 + Penalty 3088.841848 = -1581455.103272
  nChanged 19
		SP:Iteration 36Q (104870.320000 sec): 3 clusters
  Score: Raw -1584548.340021 + Penalty 3088.841848 = -1581459.498173
  nChanged 24
		SP:Iteration 37Q (104870.550000 sec): 3 clusters
  Score: Raw -1584553.668119 + Penalty 3088.841848 = -1581464.826271
  nChanged 24
		SP:Iteration 38Q (104870.790000 sec): 3 clusters
  Score: Raw -1584559.842496 + Penalty 3088.841848 = -1581471.000648
  nChanged 16
		SP:Iteration 39Q (104871.020000 sec): 3 clusters
  Score: Raw -1584565.395404 + Penalty 3088.841848 = -1581476.553556
  nChanged 23
		SP:Iteration 40F (104871.240000 sec): 3 clusters
  Score: Raw -1584572.695999 + Penalty 3088.841848 = -1581483.854151
  nChanged 25
		SP:Iteration 41Q (104871.410000 sec): 3 clusters
  Score: Raw -1584580.347725 + Penalty 3088.841848 = -1581491.505877
  nChanged 25
		SP:Iteration 42Q (104871.660000 sec): 3 clusters
  Score: Raw -1584589.212955 + Penalty 3088.841848 = -1581500.371107
  nChanged 24
		SP:Iteration 43Q (104871.890000 sec): 3 clusters
  Score: Raw -1584596.255362 + Penalty 3088.841848 = -1581507.413514
  nChanged 26
		SP:Iteration 44Q (104872.120000 sec): 3 clusters
  Score: Raw -1584605.958220 + Penalty 3088.841848 = -1581517.116372
  nChanged 29
		SP:Iteration 45Q (104872.330000 sec): 3 clusters
  Score: Raw -1584616.735997 + Penalty 3088.841848 = -1581527.894149
  nChanged 33
		SP:Iteration 46Q (104872.550000 sec): 3 clusters
  Score: Raw -1584631.221521 + Penalty 3088.841848 = -1581542.379673
  nChanged 35
		SP:Iteration 47Q (104872.740000 sec): 3 clusters
  Score: Raw -1584646.543342 + Penalty 3088.841848 = -1581557.701494
  nChanged 32
		SP:Iteration 48Q (104872.960000 sec): 3 clusters
  Score: Raw -1584656.599614 + Penalty 3088.841848 = -1581567.757766
  nChanged 25
		SP:Iteration 49Q (104873.200000 sec): 3 clusters
  Score: Raw -1584664.203507 + Penalty 3088.841848 = -1581575.361659
  nChanged 21
		SP:Iteration 50Q (104873.440000 sec): 3 clusters
  Score: Raw -1584673.008594 + Penalty 3088.841848 = -1581584.166746
  nChanged 20
		SP:Iteration 51Q (104873.710000 sec): 3 clusters
  Score: Raw -1584681.866431 + Penalty 3088.841848 = -1581593.024583
  nChanged 25
		SP:Iteration 52Q (104873.930000 sec): 3 clusters
  Score: Raw -1584692.515272 + Penalty 3088.841848 = -1581603.673424
  nChanged 27
		SP:Iteration 53Q (104874.160000 sec): 3 clusters
  Score: Raw -1584705.404454 + Penalty 3088.841848 = -1581616.562606
  nChanged 27
		SP:Iteration 54Q (104874.340000 sec): 3 clusters
  Score: Raw -1584715.904011 + Penalty 3088.841848 = -1581627.062163
  nChanged 18
		SP:Iteration 55Q (104874.560000 sec): 3 clusters
  Score: Raw -1584722.269509 + Penalty 3088.841848 = -1581633.427661
  nChanged 17
		SP:Iteration 56Q (104874.740000 sec): 3 clusters
  Score: Raw -1584727.480402 + Penalty 3088.841848 = -1581638.638554
  nChanged 7
		SP:Iteration 57Q (104874.980000 sec): 3 clusters
  Score: Raw -1584728.839984 + Penalty 3088.841848 = -1581639.998136
  nChanged 6
		SP:Iteration 58Q (104875.180000 sec): 3 clusters
  Score: Raw -1584730.742185 + Penalty 3088.841848 = -1581641.900337
  nChanged 5
		SP:Iteration 59Q (104875.410000 sec): 3 clusters
  Score: Raw -1584731.690858 + Penalty 3088.841848 = -1581642.849010
  nChanged 3
		SP:Iteration 60F (104875.660000 sec): 3 clusters
  Score: Raw -1584732.286493 + Penalty 3088.841848 = -1581643.444645
  nChanged 1
		SP:Iteration 61Q (104875.840000 sec): 3 clusters
  Score: Raw -1584732.502758 + Penalty 3088.841848 = -1581643.660910
  nChanged 3
		SP:Iteration 62Q (104876.060000 sec): 3 clusters
  Score: Raw -1584732.976928 + Penalty 3088.841848 = -1581644.135080
  nChanged 2
		SP:Iteration 63Q (104876.280000 sec): 3 clusters
  Score: Raw -1584733.558740 + Penalty 3088.841848 = -1581644.716892
  nChanged 1
		SP:Iteration 64Q (104876.470000 sec): 3 clusters
  Score: Raw -1584734.020433 + Penalty 3088.841848 = -1581645.178585
  nChanged 1
		SP:Iteration 65Q (104876.690000 sec): 3 clusters
  Score: Raw -1584734.314255 + Penalty 3088.841848 = -1581645.472407
  nChanged 1
		SP:Iteration 66Q (104876.900000 sec): 3 clusters
  Score: Raw -1584734.462830 + Penalty 3088.841848 = -1581645.620982
  nChanged 0
		SP:Iteration 67F (104877.170000 sec): 3 clusters
  Score: Raw -1584734.462830 + Penalty 3088.841848 = -1581645.620982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (22764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104877.350000 sec): 2 clusters
  Score: Raw -2644941.314946 + Penalty 1630.352038 = -2643310.962908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104877.630000 sec): 3 clusters
  Score: Raw -2631236.351170 + Penalty 3260.704076 = -2627975.647094
  nChanged 10361
		SP:Iteration 1F (104877.890000 sec): 3 clusters
  Score: Raw -2637422.342798 + Penalty 3260.704076 = -2634161.638722
  nChanged 1415
		SP:Iteration 2F (104878.160000 sec): 3 clusters
  Score: Raw -2638160.754014 + Penalty 3260.704076 = -2634900.049938
  nChanged 1380
		SP:Iteration 3F (104878.420000 sec): 3 clusters
  Score: Raw -2638927.529817 + Penalty 3260.704076 = -2635666.825741
  nChanged 1356
		SP:Iteration 4F (104878.660000 sec): 3 clusters
  Score: Raw -2639670.940999 + Penalty 3260.704076 = -2636410.236923
  nChanged 1285
		SP:Iteration 5F (104878.950000 sec): 3 clusters
  Score: Raw -2640328.708296 + Penalty 3260.704076 = -2637068.004220
  nChanged 1119
		SP:Iteration 6Q (104879.250000 sec): 3 clusters
  Score: Raw -2640848.343758 + Penalty 3260.704076 = -2637587.639682
  nChanged 962
		SP:Iteration 7Q (104879.550000 sec): 3 clusters
  Score: Raw -2641324.115382 + Penalty 3260.704076 = -2638063.411306
  nChanged 850
		SP:Iteration 8Q (104879.830000 sec): 3 clusters
  Score: Raw -2641732.212731 + Penalty 3260.704076 = -2638471.508655
  nChanged 773
		SP:Iteration 9Q (104880.160000 sec): 3 clusters
  Score: Raw -2642115.014218 + Penalty 3260.704076 = -2638854.310142
  nChanged 680
		SP:Iteration 10Q (104880.480000 sec): 3 clusters
  Score: Raw -2642452.796499 + Penalty 3260.704076 = -2639192.092423
  nChanged 622
		SP:Iteration 11Q (104880.760000 sec): 3 clusters
  Score: Raw -2642770.341074 + Penalty 3260.704076 = -2639509.636998
  nChanged 532
		SP:Iteration 12Q (104881.050000 sec): 3 clusters
  Score: Raw -2643034.346353 + Penalty 3260.704076 = -2639773.642276
  nChanged 494
		SP:Iteration 13Q (104881.350000 sec): 3 clusters
  Score: Raw -2643304.677009 + Penalty 3260.704076 = -2640043.972932
  nChanged 475
		SP:Iteration 14Q (104881.580000 sec): 3 clusters
  Score: Raw -2643562.913840 + Penalty 3260.704076 = -2640302.209763
  nChanged 418
		SP:Iteration 15Q (104881.890000 sec): 3 clusters
  Score: Raw -2643787.182309 + Penalty 3260.704076 = -2640526.478233
  nChanged 357
		SP:Iteration 16Q (104882.140000 sec): 3 clusters
  Score: Raw -2643961.334210 + Penalty 3260.704076 = -2640700.630134
  nChanged 316
		SP:Iteration 17Q (104882.440000 sec): 3 clusters
  Score: Raw -2644102.107264 + Penalty 3260.704076 = -2640841.403188
  nChanged 282
		SP:Iteration 18Q (104882.740000 sec): 3 clusters
  Score: Raw -2644215.465693 + Penalty 3260.704076 = -2640954.761617
  nChanged 252
		SP:Iteration 19Q (104883.000000 sec): 3 clusters
  Score: Raw -2644322.454766 + Penalty 3260.704076 = -2641061.750690
  nChanged 245
		SP:Iteration 20F (104883.300000 sec): 3 clusters
  Score: Raw -2644434.647347 + Penalty 3260.704076 = -2641173.943271
  nChanged 243
		SP:Iteration 21Q (104883.590000 sec): 3 clusters
  Score: Raw -2644548.199548 + Penalty 3260.704076 = -2641287.495472
  nChanged 237
		SP:Iteration 22Q (104883.840000 sec): 3 clusters
  Score: Raw -2644666.553929 + Penalty 3260.704076 = -2641405.849853
  nChanged 230
		SP:Iteration 23Q (104884.100000 sec): 3 clusters
  Score: Raw -2644798.398998 + Penalty 3260.704076 = -2641537.694921
  nChanged 228
		SP:Iteration 24Q (104884.400000 sec): 3 clusters
  Score: Raw -2644920.962357 + Penalty 3260.704076 = -2641660.258281
  nChanged 202
		SP:Iteration 25Q (104884.680000 sec): 3 clusters
  Score: Raw -2645026.220085 + Penalty 3260.704076 = -2641765.516008
  nChanged 179
		SP:Iteration 26Q (104884.970000 sec): 3 clusters
  Score: Raw -2645109.118591 + Penalty 3260.704076 = -2641848.414515
  nChanged 152
		SP:Iteration 27Q (104885.230000 sec): 3 clusters
  Score: Raw -2645169.366837 + Penalty 3260.704076 = -2641908.662761
  nChanged 122
		SP:Iteration 28Q (104885.490000 sec): 3 clusters
  Score: Raw -2645217.588418 + Penalty 3260.704076 = -2641956.884342
  nChanged 122
		SP:Iteration 29Q (104885.750000 sec): 3 clusters
  Score: Raw -2645270.577482 + Penalty 3260.704076 = -2642009.873406
  nChanged 136
		SP:Iteration 30Q (104886.010000 sec): 3 clusters
  Score: Raw -2645333.883550 + Penalty 3260.704076 = -2642073.179474
  nChanged 128
		SP:Iteration 31Q (104886.320000 sec): 3 clusters
  Score: Raw -2645389.494750 + Penalty 3260.704076 = -2642128.790674
  nChanged 110
		SP:Iteration 32Q (104886.510000 sec): 3 clusters
  Score: Raw -2645434.868881 + Penalty 3260.704076 = -2642174.164805
  nChanged 88
		SP:Iteration 33Q (104886.770000 sec): 3 clusters
  Score: Raw -2645471.826478 + Penalty 3260.704076 = -2642211.122402
  nChanged 87
		SP:Iteration 34Q (104887.010000 sec): 3 clusters
  Score: Raw -2645502.372227 + Penalty 3260.704076 = -2642241.668151
  nChanged 60
		SP:Iteration 35Q (104887.280000 sec): 3 clusters
  Score: Raw -2645519.020231 + Penalty 3260.704076 = -2642258.316155
  nChanged 50
		SP:Iteration 36Q (104887.560000 sec): 3 clusters
  Score: Raw -2645536.950608 + Penalty 3260.704076 = -2642276.246532
  nChanged 58
		SP:Iteration 37Q (104887.820000 sec): 3 clusters
  Score: Raw -2645557.077439 + Penalty 3260.704076 = -2642296.373362
  nChanged 47
		SP:Iteration 38Q (104888.040000 sec): 3 clusters
  Score: Raw -2645574.787662 + Penalty 3260.704076 = -2642314.083585
  nChanged 49
		SP:Iteration 39Q (104888.340000 sec): 3 clusters
  Score: Raw -2645592.798141 + Penalty 3260.704076 = -2642332.094065
  nChanged 51
		SP:Iteration 40F (104888.600000 sec): 3 clusters
  Score: Raw -2645608.498747 + Penalty 3260.704076 = -2642347.794670
  nChanged 41
		SP:Iteration 41Q (104888.910000 sec): 3 clusters
  Score: Raw -2645621.187552 + Penalty 3260.704076 = -2642360.483475
  nChanged 29
		SP:Iteration 42Q (104889.200000 sec): 3 clusters
  Score: Raw -2645631.407667 + Penalty 3260.704076 = -2642370.703591
  nChanged 31
		SP:Iteration 43Q (104889.510000 sec): 3 clusters
  Score: Raw -2645640.774427 + Penalty 3260.704076 = -2642380.070351
  nChanged 29
		SP:Iteration 44Q (104889.770000 sec): 3 clusters
  Score: Raw -2645652.154892 + Penalty 3260.704076 = -2642391.450816
  nChanged 32
		SP:Iteration 45Q (104890.070000 sec): 3 clusters
  Score: Raw -2645661.090630 + Penalty 3260.704076 = -2642400.386553
  nChanged 39
		SP:Iteration 46Q (104890.300000 sec): 3 clusters
  Score: Raw -2645673.223442 + Penalty 3260.704076 = -2642412.519365
  nChanged 32
		SP:Iteration 47Q (104890.550000 sec): 3 clusters
  Score: Raw -2645684.298975 + Penalty 3260.704076 = -2642423.594899
  nChanged 34
		SP:Iteration 48Q (104890.860000 sec): 3 clusters
  Score: Raw -2645696.130353 + Penalty 3260.704076 = -2642435.426277
  nChanged 31
		SP:Iteration 49Q (104891.100000 sec): 3 clusters
  Score: Raw -2645705.650825 + Penalty 3260.704076 = -2642444.946749
  nChanged 20
		SP:Iteration 50Q (104891.340000 sec): 3 clusters
  Score: Raw -2645710.591273 + Penalty 3260.704076 = -2642449.887197
  nChanged 12
		SP:Iteration 51Q (104891.600000 sec): 3 clusters
  Score: Raw -2645714.844595 + Penalty 3260.704076 = -2642454.140518
  nChanged 17
		SP:Iteration 52Q (104891.870000 sec): 3 clusters
  Score: Raw -2645720.376797 + Penalty 3260.704076 = -2642459.672721
  nChanged 18
		SP:Iteration 53Q (104892.070000 sec): 3 clusters
  Score: Raw -2645724.730534 + Penalty 3260.704076 = -2642464.026457
  nChanged 12
		SP:Iteration 54Q (104892.350000 sec): 3 clusters
  Score: Raw -2645728.251800 + Penalty 3260.704076 = -2642467.547724
  nChanged 7
		SP:Iteration 55Q (104892.560000 sec): 3 clusters
  Score: Raw -2645729.553623 + Penalty 3260.704076 = -2642468.849546
  nChanged 4
		SP:Iteration 56Q (104892.850000 sec): 3 clusters
  Score: Raw -2645730.108121 + Penalty 3260.704076 = -2642469.404045
  nChanged 3
		SP:Iteration 57Q (104893.120000 sec): 3 clusters
  Score: Raw -2645730.440298 + Penalty 3260.704076 = -2642469.736221
  nChanged 2
		SP:Iteration 58Q (104893.360000 sec): 3 clusters
  Score: Raw -2645730.640705 + Penalty 3260.704076 = -2642469.936629
  nChanged 1
		SP:Iteration 59Q (104893.630000 sec): 3 clusters
  Score: Raw -2645730.869344 + Penalty 3260.704076 = -2642470.165267
  nChanged 0
		SP:Iteration 60F (104893.940000 sec): 3 clusters
  Score: Raw -2645730.869344 + Penalty 3260.704076 = -2642470.165267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (122131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104894.710000 sec): 2 clusters
  Score: Raw -15056914.399857 + Penalty 1903.338047 = -15055011.061810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104895.480000 sec): 3 clusters
  Score: Raw -14977323.139327 + Penalty 3806.676093 = -14973516.463234
  nChanged 58282
		SP:Iteration 1F (104896.270000 sec): 3 clusters
  Score: Raw -15011478.746433 + Penalty 3806.676093 = -15007672.070339
  nChanged 4162
		SP:Iteration 2Q (104897.100000 sec): 3 clusters
  Score: Raw -15012567.358740 + Penalty 3806.676093 = -15008760.682646
  nChanged 4676
		SP:Iteration 3Q (104897.860000 sec): 3 clusters
  Score: Raw -15014039.050653 + Penalty 3806.676093 = -15010232.374560
  nChanged 5393
		SP:Iteration 4Q (104898.720000 sec): 3 clusters
  Score: Raw -15016122.117406 + Penalty 3806.676093 = -15012315.441312
  nChanged 6270
		SP:Iteration 5F (104899.550000 sec): 3 clusters
  Score: Raw -15019201.390801 + Penalty 3806.676093 = -15015394.714707
  nChanged 7433
		SP:Iteration 6F (104900.280000 sec): 3 clusters
  Score: Raw -15023842.146733 + Penalty 3806.676093 = -15020035.470640
  nChanged 8176
		SP:Iteration 7F (104901.050000 sec): 3 clusters
  Score: Raw -15030087.468340 + Penalty 3806.676093 = -15026280.792247
  nChanged 8027
		SP:Iteration 8F (104901.790000 sec): 3 clusters
  Score: Raw -15036971.434479 + Penalty 3806.676093 = -15033164.758386
  nChanged 6668
		SP:Iteration 9F (104902.530000 sec): 3 clusters
  Score: Raw -15042826.330082 + Penalty 3806.676093 = -15039019.653989
  nChanged 4831
		SP:Iteration 10Q (104903.230000 sec): 3 clusters
  Score: Raw -15046680.907543 + Penalty 3806.676093 = -15042874.231450
  nChanged 3424
		SP:Iteration 11Q (104903.930000 sec): 3 clusters
  Score: Raw -15049054.083635 + Penalty 3806.676093 = -15045247.407542
  nChanged 2651
		SP:Iteration 12Q (104904.640000 sec): 3 clusters
  Score: Raw -15050778.760202 + Penalty 3806.676093 = -15046972.084109
  nChanged 2060
		SP:Iteration 13Q (104905.330000 sec): 3 clusters
  Score: Raw -15052075.222317 + Penalty 3806.676093 = -15048268.546224
  nChanged 1745
		SP:Iteration 14Q (104906.050000 sec): 3 clusters
  Score: Raw -15053148.975266 + Penalty 3806.676093 = -15049342.299173
  nChanged 1407
		SP:Iteration 15Q (104906.720000 sec): 3 clusters
  Score: Raw -15053992.730608 + Penalty 3806.676093 = -15050186.054515
  nChanged 1212
		SP:Iteration 16Q (104907.370000 sec): 3 clusters
  Score: Raw -15054735.123153 + Penalty 3806.676093 = -15050928.447060
  nChanged 1021
		SP:Iteration 17Q (104908.010000 sec): 3 clusters
  Score: Raw -15055332.157430 + Penalty 3806.676093 = -15051525.481337
  nChanged 790
		SP:Iteration 18Q (104908.690000 sec): 3 clusters
  Score: Raw -15055785.612667 + Penalty 3806.676093 = -15051978.936574
  nChanged 678
		SP:Iteration 19Q (104909.390000 sec): 3 clusters
  Score: Raw -15056174.507212 + Penalty 3806.676093 = -15052367.831119
  nChanged 558
		SP:Iteration 20F (104910.120000 sec): 3 clusters
  Score: Raw -15056481.680135 + Penalty 3806.676093 = -15052675.004042
  nChanged 408
		SP:Iteration 21Q (104910.850000 sec): 3 clusters
  Score: Raw -15056678.810653 + Penalty 3806.676093 = -15052872.134560
  nChanged 319
		SP:Iteration 22Q (104911.600000 sec): 3 clusters
  Score: Raw -15056813.843989 + Penalty 3806.676093 = -15053007.167896
  nChanged 244
		SP:Iteration 23Q (104912.240000 sec): 3 clusters
  Score: Raw -15056919.370287 + Penalty 3806.676093 = -15053112.694193
  nChanged 210
		SP:Iteration 24Q (104912.890000 sec): 3 clusters
  Score: Raw -15057016.104069 + Penalty 3806.676093 = -15053209.427976
  nChanged 198
		SP:Iteration 25Q (104913.570000 sec): 3 clusters
  Score: Raw -15057109.428077 + Penalty 3806.676093 = -15053302.751984
  nChanged 152
		SP:Iteration 26Q (104914.250000 sec): 3 clusters
  Score: Raw -15057183.224772 + Penalty 3806.676093 = -15053376.548679
  nChanged 115
		SP:Iteration 27Q (104914.950000 sec): 3 clusters
  Score: Raw -15057230.078023 + Penalty 3806.676093 = -15053423.401929
  nChanged 87
		SP:Iteration 28Q (104915.640000 sec): 3 clusters
  Score: Raw -15057259.982648 + Penalty 3806.676093 = -15053453.306555
  nChanged 57
		SP:Iteration 29Q (104916.340000 sec): 3 clusters
  Score: Raw -15057277.838966 + Penalty 3806.676093 = -15053471.162873
  nChanged 47
		SP:Iteration 30Q (104917.030000 sec): 3 clusters
  Score: Raw -15057291.818255 + Penalty 3806.676093 = -15053485.142162
  nChanged 47
		SP:Iteration 31Q (104917.750000 sec): 3 clusters
  Score: Raw -15057305.664744 + Penalty 3806.676093 = -15053498.988650
  nChanged 43
		SP:Iteration 32Q (104918.430000 sec): 3 clusters
  Score: Raw -15057318.006484 + Penalty 3806.676093 = -15053511.330390
  nChanged 37
		SP:Iteration 33Q (104919.180000 sec): 3 clusters
  Score: Raw -15057328.681800 + Penalty 3806.676093 = -15053522.005707
  nChanged 38
		SP:Iteration 34Q (104919.900000 sec): 3 clusters
  Score: Raw -15057341.065122 + Penalty 3806.676093 = -15053534.389028
  nChanged 32
		SP:Iteration 35Q (104920.610000 sec): 3 clusters
  Score: Raw -15057349.540424 + Penalty 3806.676093 = -15053542.864330
  nChanged 25
		SP:Iteration 36Q (104921.290000 sec): 3 clusters
  Score: Raw -15057355.113817 + Penalty 3806.676093 = -15053548.437723
  nChanged 14
		SP:Iteration 37Q (104921.970000 sec): 3 clusters
  Score: Raw -15057358.328860 + Penalty 3806.676093 = -15053551.652767
  nChanged 12
		SP:Iteration 38Q (104922.670000 sec): 3 clusters
  Score: Raw -15057362.125943 + Penalty 3806.676093 = -15053555.449849
  nChanged 14
		SP:Iteration 39Q (104923.330000 sec): 3 clusters
  Score: Raw -15057365.363287 + Penalty 3806.676093 = -15053558.687194
  nChanged 11
		SP:Iteration 40F (104924.050000 sec): 3 clusters
  Score: Raw -15057367.488202 + Penalty 3806.676093 = -15053560.812108
  nChanged 16
		SP:Iteration 41Q (104924.750000 sec): 3 clusters
  Score: Raw -15057370.881295 + Penalty 3806.676093 = -15053564.205202
  nChanged 10
		SP:Iteration 42Q (104925.450000 sec): 3 clusters
  Score: Raw -15057372.940652 + Penalty 3806.676093 = -15053566.264559
  nChanged 7
		SP:Iteration 43Q (104926.110000 sec): 3 clusters
  Score: Raw -15057374.189522 + Penalty 3806.676093 = -15053567.513429
  nChanged 6
		SP:Iteration 44Q (104926.730000 sec): 3 clusters
  Score: Raw -15057375.319618 + Penalty 3806.676093 = -15053568.643525
  nChanged 8
		SP:Iteration 45Q (104927.430000 sec): 3 clusters
  Score: Raw -15057376.611872 + Penalty 3806.676093 = -15053569.935779
  nChanged 5
		SP:Iteration 46Q (104928.150000 sec): 3 clusters
  Score: Raw -15057377.592501 + Penalty 3806.676093 = -15053570.916408
  nChanged 7
		SP:Iteration 47Q (104928.880000 sec): 3 clusters
  Score: Raw -15057379.639109 + Penalty 3806.676093 = -15053572.963016
  nChanged 5
		SP:Iteration 48Q (104929.520000 sec): 3 clusters
  Score: Raw -15057380.634675 + Penalty 3806.676093 = -15053573.958582
  nChanged 5
		SP:Iteration 49Q (104930.170000 sec): 3 clusters
  Score: Raw -15057381.972394 + Penalty 3806.676093 = -15053575.296300
  nChanged 10
		SP:Iteration 50Q (104930.910000 sec): 3 clusters
  Score: Raw -15057384.736254 + Penalty 3806.676093 = -15053578.060161
  nChanged 9
		SP:Iteration 51Q (104931.610000 sec): 3 clusters
  Score: Raw -15057387.844451 + Penalty 3806.676093 = -15053581.168358
  nChanged 14
		SP:Iteration 52Q (104932.350000 sec): 3 clusters
  Score: Raw -15057390.913815 + Penalty 3806.676093 = -15053584.237722
  nChanged 9
		SP:Iteration 53Q (104933.040000 sec): 3 clusters
  Score: Raw -15057393.096366 + Penalty 3806.676093 = -15053586.420273
  nChanged 11
		SP:Iteration 54Q (104933.730000 sec): 3 clusters
  Score: Raw -15057395.181266 + Penalty 3806.676093 = -15053588.505173
  nChanged 9
		SP:Iteration 55Q (104934.450000 sec): 3 clusters
  Score: Raw -15057397.220041 + Penalty 3806.676093 = -15053590.543948
  nChanged 9
		SP:Iteration 56Q (104935.180000 sec): 3 clusters
  Score: Raw -15057399.325209 + Penalty 3806.676093 = -15053592.649116
  nChanged 10
		SP:Iteration 57Q (104935.880000 sec): 3 clusters
  Score: Raw -15057401.290139 + Penalty 3806.676093 = -15053594.614046
  nChanged 12
		SP:Iteration 58Q (104936.570000 sec): 3 clusters
  Score: Raw -15057405.140865 + Penalty 3806.676093 = -15053598.464772
  nChanged 13
		SP:Iteration 59Q (104937.270000 sec): 3 clusters
  Score: Raw -15057409.033465 + Penalty 3806.676093 = -15053602.357372
  nChanged 11
		SP:Iteration 60F (104938.030000 sec): 3 clusters
  Score: Raw -15057411.363402 + Penalty 3806.676093 = -15053604.687309
  nChanged 5
		SP:Iteration 61Q (104938.750000 sec): 3 clusters
  Score: Raw -15057412.481328 + Penalty 3806.676093 = -15053605.805235
  nChanged 5
		SP:Iteration 62Q (104939.430000 sec): 3 clusters
  Score: Raw -15057413.502638 + Penalty 3806.676093 = -15053606.826545
  nChanged 7
		SP:Iteration 63Q (104940.080000 sec): 3 clusters
  Score: Raw -15057415.606044 + Penalty 3806.676093 = -15053608.929951
  nChanged 9
		SP:Iteration 64Q (104940.720000 sec): 3 clusters
  Score: Raw -15057417.378594 + Penalty 3806.676093 = -15053610.702501
  nChanged 10
		SP:Iteration 65Q (104941.380000 sec): 3 clusters
  Score: Raw -15057419.495731 + Penalty 3806.676093 = -15053612.819638
  nChanged 5
		SP:Iteration 66Q (104942.010000 sec): 3 clusters
  Score: Raw -15057420.484612 + Penalty 3806.676093 = -15053613.808518
  nChanged 7
		SP:Iteration 67Q (104942.630000 sec): 3 clusters
  Score: Raw -15057422.660667 + Penalty 3806.676093 = -15053615.984574
  nChanged 8
		SP:Iteration 68Q (104943.270000 sec): 3 clusters
  Score: Raw -15057425.095055 + Penalty 3806.676093 = -15053618.418962
  nChanged 6
		SP:Iteration 69Q (104943.900000 sec): 3 clusters
  Score: Raw -15057426.988171 + Penalty 3806.676093 = -15053620.312078
  nChanged 6
		SP:Iteration 70Q (104944.500000 sec): 3 clusters
  Score: Raw -15057428.164219 + Penalty 3806.676093 = -15053621.488126
  nChanged 2
		SP:Iteration 71Q (104945.120000 sec): 3 clusters
  Score: Raw -15057428.516944 + Penalty 3806.676093 = -15053621.840851
  nChanged 4
		SP:Iteration 72Q (104945.790000 sec): 3 clusters
  Score: Raw -15057429.203775 + Penalty 3806.676093 = -15053622.527681
  nChanged 3
		SP:Iteration 73Q (104946.510000 sec): 3 clusters
  Score: Raw -15057429.688074 + Penalty 3806.676093 = -15053623.011981
  nChanged 3
		SP:Iteration 74Q (104947.240000 sec): 3 clusters
  Score: Raw -15057430.262810 + Penalty 3806.676093 = -15053623.586717
  nChanged 2
		SP:Iteration 75Q (104947.990000 sec): 3 clusters
  Score: Raw -15057430.627662 + Penalty 3806.676093 = -15053623.951568
  nChanged 2
		SP:Iteration 76Q (104948.650000 sec): 3 clusters
  Score: Raw -15057430.836467 + Penalty 3806.676093 = -15053624.160373
  nChanged 2
		SP:Iteration 77Q (104949.400000 sec): 3 clusters
  Score: Raw -15057431.160679 + Penalty 3806.676093 = -15053624.484585
  nChanged 0
		SP:Iteration 78F (104950.140000 sec): 3 clusters
  Score: Raw -15057431.160679 + Penalty 3806.676093 = -15053624.484585
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (6016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104950.390000 sec): 2 clusters
  Score: Raw -712245.360416 + Penalty 1414.103903 = -710831.256513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104950.610000 sec): 3 clusters
  Score: Raw -709046.880243 + Penalty 2828.207806 = -706218.672437
  nChanged 2444
		SP:Iteration 1F (104950.810000 sec): 3 clusters
  Score: Raw -710478.914251 + Penalty 2828.207806 = -707650.706445
  nChanged 462
		SP:Iteration 2F (104950.980000 sec): 3 clusters
  Score: Raw -710781.221985 + Penalty 2828.207806 = -707953.014179
  nChanged 406
		SP:Iteration 3F (104951.210000 sec): 3 clusters
  Score: Raw -711042.020572 + Penalty 2828.207806 = -708213.812765
  nChanged 332
		SP:Iteration 4F (104951.420000 sec): 3 clusters
  Score: Raw -711227.832962 + Penalty 2828.207806 = -708399.625156
  nChanged 253
		SP:Iteration 5Q (104951.620000 sec): 3 clusters
  Score: Raw -711363.507414 + Penalty 2828.207806 = -708535.299608
  nChanged 236
		SP:Iteration 6Q (104951.820000 sec): 3 clusters
  Score: Raw -711484.953599 + Penalty 2828.207806 = -708656.745792
  nChanged 202
		SP:Iteration 7Q (104952.060000 sec): 3 clusters
  Score: Raw -711578.814955 + Penalty 2828.207806 = -708750.607149
  nChanged 180
		SP:Iteration 8Q (104952.220000 sec): 3 clusters
  Score: Raw -711658.876306 + Penalty 2828.207806 = -708830.668499
  nChanged 173
		SP:Iteration 9Q (104952.420000 sec): 3 clusters
  Score: Raw -711738.300566 + Penalty 2828.207806 = -708910.092760
  nChanged 172
		SP:Iteration 10Q (104952.650000 sec): 3 clusters
  Score: Raw -711812.023024 + Penalty 2828.207806 = -708983.815218
  nChanged 153
		SP:Iteration 11Q (104952.850000 sec): 3 clusters
  Score: Raw -711885.456108 + Penalty 2828.207806 = -709057.248302
  nChanged 139
		SP:Iteration 12Q (104953.050000 sec): 3 clusters
  Score: Raw -711946.947644 + Penalty 2828.207806 = -709118.739837
  nChanged 144
		SP:Iteration 13Q (104953.240000 sec): 3 clusters
  Score: Raw -712006.590969 + Penalty 2828.207806 = -709178.383163
  nChanged 113
		SP:Iteration 14Q (104953.460000 sec): 3 clusters
  Score: Raw -712045.371251 + Penalty 2828.207806 = -709217.163445
  nChanged 97
		SP:Iteration 15Q (104953.670000 sec): 3 clusters
  Score: Raw -712078.144337 + Penalty 2828.207806 = -709249.936531
  nChanged 93
		SP:Iteration 16Q (104953.840000 sec): 3 clusters
  Score: Raw -712111.762880 + Penalty 2828.207806 = -709283.555074
  nChanged 92
		SP:Iteration 17Q (104954.070000 sec): 3 clusters
  Score: Raw -712140.641888 + Penalty 2828.207806 = -709312.434082
  nChanged 78
		SP:Iteration 18Q (104954.270000 sec): 3 clusters
  Score: Raw -712165.980484 + Penalty 2828.207806 = -709337.772678
  nChanged 71
		SP:Iteration 19Q (104954.450000 sec): 3 clusters
  Score: Raw -712188.992194 + Penalty 2828.207806 = -709360.784388
  nChanged 59
		SP:Iteration 20F (104954.620000 sec): 3 clusters
  Score: Raw -712207.041011 + Penalty 2828.207806 = -709378.833205
  nChanged 47
		SP:Iteration 21Q (104954.780000 sec): 3 clusters
  Score: Raw -712220.436682 + Penalty 2828.207806 = -709392.228876
  nChanged 43
		SP:Iteration 22Q (104954.960000 sec): 3 clusters
  Score: Raw -712232.738166 + Penalty 2828.207806 = -709404.530359
  nChanged 41
		SP:Iteration 23Q (104955.130000 sec): 3 clusters
  Score: Raw -712243.989465 + Penalty 2828.207806 = -709415.781658
  nChanged 35
		SP:Iteration 24Q (104955.290000 sec): 3 clusters
  Score: Raw -712253.393100 + Penalty 2828.207806 = -709425.185294
  nChanged 36
		SP:Iteration 25Q (104955.470000 sec): 3 clusters
  Score: Raw -712263.583899 + Penalty 2828.207806 = -709435.376092
  nChanged 37
		SP:Iteration 26Q (104955.670000 sec): 3 clusters
  Score: Raw -712273.382817 + Penalty 2828.207806 = -709445.175011
  nChanged 37
		SP:Iteration 27Q (104955.910000 sec): 3 clusters
  Score: Raw -712281.313129 + Penalty 2828.207806 = -709453.105322
  nChanged 23
		SP:Iteration 28Q (104956.080000 sec): 3 clusters
  Score: Raw -712287.436025 + Penalty 2828.207806 = -709459.228219
  nChanged 26
		SP:Iteration 29Q (104956.310000 sec): 3 clusters
  Score: Raw -712294.312736 + Penalty 2828.207806 = -709466.104929
  nChanged 24
		SP:Iteration 30Q (104956.490000 sec): 3 clusters
  Score: Raw -712300.071416 + Penalty 2828.207806 = -709471.863609
  nChanged 27
		SP:Iteration 31Q (104956.670000 sec): 3 clusters
  Score: Raw -712305.597089 + Penalty 2828.207806 = -709477.389283
  nChanged 24
		SP:Iteration 32Q (104956.890000 sec): 3 clusters
  Score: Raw -712310.823436 + Penalty 2828.207806 = -709482.615630
  nChanged 16
		SP:Iteration 33Q (104957.070000 sec): 3 clusters
  Score: Raw -712314.704027 + Penalty 2828.207806 = -709486.496220
  nChanged 10
		SP:Iteration 34Q (104957.260000 sec): 3 clusters
  Score: Raw -712317.088769 + Penalty 2828.207806 = -709488.880963
  nChanged 12
		SP:Iteration 35Q (104957.460000 sec): 3 clusters
  Score: Raw -712320.082609 + Penalty 2828.207806 = -709491.874803
  nChanged 11
		SP:Iteration 36Q (104957.660000 sec): 3 clusters
  Score: Raw -712322.228675 + Penalty 2828.207806 = -709494.020869
  nChanged 12
		SP:Iteration 37Q (104957.840000 sec): 3 clusters
  Score: Raw -712325.256017 + Penalty 2828.207806 = -709497.048211
  nChanged 11
		SP:Iteration 38Q (104958.040000 sec): 3 clusters
  Score: Raw -712328.003250 + Penalty 2828.207806 = -709499.795443
  nChanged 10
		SP:Iteration 39Q (104958.250000 sec): 3 clusters
  Score: Raw -712330.239593 + Penalty 2828.207806 = -709502.031787
  nChanged 12
		SP:Iteration 40F (104958.430000 sec): 3 clusters
  Score: Raw -712332.773916 + Penalty 2828.207806 = -709504.566110
  nChanged 11
		SP:Iteration 41Q (104958.620000 sec): 3 clusters
  Score: Raw -712335.505354 + Penalty 2828.207806 = -709507.297548
  nChanged 11
		SP:Iteration 42Q (104958.790000 sec): 3 clusters
  Score: Raw -712338.703428 + Penalty 2828.207806 = -709510.495621
  nChanged 13
		SP:Iteration 43Q (104958.970000 sec): 3 clusters
  Score: Raw -712341.157681 + Penalty 2828.207806 = -709512.949874
  nChanged 13
		SP:Iteration 44Q (104959.150000 sec): 3 clusters
  Score: Raw -712343.498236 + Penalty 2828.207806 = -709515.290429
  nChanged 16
		SP:Iteration 45Q (104959.290000 sec): 3 clusters
  Score: Raw -712347.319361 + Penalty 2828.207806 = -709519.111554
  nChanged 17
		SP:Iteration 46Q (104959.510000 sec): 3 clusters
  Score: Raw -712352.225490 + Penalty 2828.207806 = -709524.017683
  nChanged 21
		SP:Iteration 47Q (104959.720000 sec): 3 clusters
  Score: Raw -712357.210661 + Penalty 2828.207806 = -709529.002854
  nChanged 21
		SP:Iteration 48Q (104959.860000 sec): 3 clusters
  Score: Raw -712363.024263 + Penalty 2828.207806 = -709534.816457
  nChanged 15
		SP:Iteration 49Q (104960.070000 sec): 3 clusters
  Score: Raw -712366.456502 + Penalty 2828.207806 = -709538.248696
  nChanged 15
		SP:Iteration 50Q (104960.230000 sec): 3 clusters
  Score: Raw -712370.187417 + Penalty 2828.207806 = -709541.979611
  nChanged 15
		SP:Iteration 51Q (104960.430000 sec): 3 clusters
  Score: Raw -712374.859513 + Penalty 2828.207806 = -709546.651707
  nChanged 19
		SP:Iteration 52Q (104960.670000 sec): 3 clusters
  Score: Raw -712379.218822 + Penalty 2828.207806 = -709551.011015
  nChanged 11
		SP:Iteration 53Q (104960.820000 sec): 3 clusters
  Score: Raw -712381.550184 + Penalty 2828.207806 = -709553.342377
  nChanged 8
		SP:Iteration 54Q (104961.000000 sec): 3 clusters
  Score: Raw -712382.968585 + Penalty 2828.207806 = -709554.760778
  nChanged 5
		SP:Iteration 55Q (104961.140000 sec): 3 clusters
  Score: Raw -712383.691650 + Penalty 2828.207806 = -709555.483843
  nChanged 6
		SP:Iteration 56Q (104961.370000 sec): 3 clusters
  Score: Raw -712385.297306 + Penalty 2828.207806 = -709557.089499
  nChanged 12
		SP:Iteration 57Q (104961.580000 sec): 3 clusters
  Score: Raw -712388.721280 + Penalty 2828.207806 = -709560.513474
  nChanged 11
		SP:Iteration 58Q (104961.730000 sec): 3 clusters
  Score: Raw -712391.378104 + Penalty 2828.207806 = -709563.170298
  nChanged 13
		SP:Iteration 59Q (104961.970000 sec): 3 clusters
  Score: Raw -712394.402160 + Penalty 2828.207806 = -709566.194353
  nChanged 13
		SP:Iteration 60F (104962.180000 sec): 3 clusters
  Score: Raw -712399.139246 + Penalty 2828.207806 = -709570.931440
  nChanged 12
		SP:Iteration 61Q (104962.360000 sec): 3 clusters
  Score: Raw -712401.480702 + Penalty 2828.207806 = -709573.272896
  nChanged 10
		SP:Iteration 62Q (104962.550000 sec): 3 clusters
  Score: Raw -712404.513101 + Penalty 2828.207806 = -709576.305295
  nChanged 7
		SP:Iteration 63Q (104962.740000 sec): 3 clusters
  Score: Raw -712407.452630 + Penalty 2828.207806 = -709579.244824
  nChanged 7
		SP:Iteration 64Q (104962.940000 sec): 3 clusters
  Score: Raw -712410.456808 + Penalty 2828.207806 = -709582.249002
  nChanged 9
		SP:Iteration 65Q (104963.150000 sec): 3 clusters
  Score: Raw -712415.232537 + Penalty 2828.207806 = -709587.024730
  nChanged 9
		SP:Iteration 66Q (104963.360000 sec): 3 clusters
  Score: Raw -712418.244236 + Penalty 2828.207806 = -709590.036430
  nChanged 15
		SP:Iteration 67Q (104963.530000 sec): 3 clusters
  Score: Raw -712423.017420 + Penalty 2828.207806 = -709594.809614
  nChanged 14
		SP:Iteration 68Q (104963.700000 sec): 3 clusters
  Score: Raw -712427.148583 + Penalty 2828.207806 = -709598.940777
  nChanged 11
		SP:Iteration 69Q (104963.940000 sec): 3 clusters
  Score: Raw -712430.816755 + Penalty 2828.207806 = -709602.608949
  nChanged 10
		SP:Iteration 70Q (104964.140000 sec): 3 clusters
  Score: Raw -712434.154069 + Penalty 2828.207806 = -709605.946263
  nChanged 8
		SP:Iteration 71Q (104964.290000 sec): 3 clusters
  Score: Raw -712437.446322 + Penalty 2828.207806 = -709609.238515
  nChanged 8
		SP:Iteration 72Q (104964.480000 sec): 3 clusters
  Score: Raw -712440.147750 + Penalty 2828.207806 = -709611.939944
  nChanged 6
		SP:Iteration 73Q (104964.680000 sec): 3 clusters
  Score: Raw -712441.808223 + Penalty 2828.207806 = -709613.600417
  nChanged 5
		SP:Iteration 74Q (104964.890000 sec): 3 clusters
  Score: Raw -712443.290251 + Penalty 2828.207806 = -709615.082445
  nChanged 0
		SP:Iteration 75F (104965.070000 sec): 3 clusters
  Score: Raw -712443.290251 + Penalty 2828.207806 = -709615.082445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (2858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104965.180000 sec): 2 clusters
  Score: Raw -334377.656278 + Penalty 1293.155071 = -333084.501207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104965.370000 sec): 3 clusters
  Score: Raw -333074.925493 + Penalty 2586.310142 = -330488.615352
  nChanged 1032
		SP:Iteration 1F (104965.510000 sec): 3 clusters
  Score: Raw -333745.013138 + Penalty 2586.310142 = -331158.702997
  nChanged 261
		SP:Iteration 2F (104965.700000 sec): 3 clusters
  Score: Raw -334034.562400 + Penalty 2586.310142 = -331448.252258
  nChanged 232
		SP:Iteration 3F (104965.850000 sec): 3 clusters
  Score: Raw -334251.759413 + Penalty 2586.310142 = -331665.449271
  nChanged 163
		SP:Iteration 4F (104966.030000 sec): 3 clusters
  Score: Raw -334373.448101 + Penalty 2586.310142 = -331787.137960
  nChanged 110
		SP:Iteration 5Q (104966.190000 sec): 3 clusters
  Score: Raw -334451.051518 + Penalty 2586.310142 = -331864.741376
  nChanged 92
		SP:Iteration 6Q (104966.360000 sec): 3 clusters
  Score: Raw -334512.313194 + Penalty 2586.310142 = -331926.003053
  nChanged 82
		SP:Iteration 7Q (104966.530000 sec): 3 clusters
  Score: Raw -334565.630484 + Penalty 2586.310142 = -331979.320343
  nChanged 61
		SP:Iteration 8Q (104966.710000 sec): 3 clusters
  Score: Raw -334605.011423 + Penalty 2586.310142 = -332018.701281
  nChanged 54
		SP:Iteration 9Q (104966.860000 sec): 3 clusters
  Score: Raw -334647.834864 + Penalty 2586.310142 = -332061.524723
  nChanged 49
		SP:Iteration 10Q (104967.040000 sec): 3 clusters
  Score: Raw -334682.621253 + Penalty 2586.310142 = -332096.311112
  nChanged 47
		SP:Iteration 11Q (104967.230000 sec): 3 clusters
  Score: Raw -334703.319391 + Penalty 2586.310142 = -332117.009250
  nChanged 23
		SP:Iteration 12Q (104967.400000 sec): 3 clusters
  Score: Raw -334714.598499 + Penalty 2586.310142 = -332128.288357
  nChanged 21
		SP:Iteration 13Q (104967.580000 sec): 3 clusters
  Score: Raw -334724.800639 + Penalty 2586.310142 = -332138.490497
  nChanged 15
		SP:Iteration 14Q (104967.770000 sec): 3 clusters
  Score: Raw -334732.258223 + Penalty 2586.310142 = -332145.948081
  nChanged 14
		SP:Iteration 15Q (104967.940000 sec): 3 clusters
  Score: Raw -334738.263758 + Penalty 2586.310142 = -332151.953617
  nChanged 12
		SP:Iteration 16Q (104968.110000 sec): 3 clusters
  Score: Raw -334741.466403 + Penalty 2586.310142 = -332155.156261
  nChanged 6
		SP:Iteration 17Q (104968.280000 sec): 3 clusters
  Score: Raw -334745.548401 + Penalty 2586.310142 = -332159.238259
  nChanged 8
		SP:Iteration 18Q (104968.470000 sec): 3 clusters
  Score: Raw -334748.836193 + Penalty 2586.310142 = -332162.526052
  nChanged 6
		SP:Iteration 19Q (104968.650000 sec): 3 clusters
  Score: Raw -334750.771640 + Penalty 2586.310142 = -332164.461498
  nChanged 0
		SP:Iteration 20F (104968.840000 sec): 3 clusters
  Score: Raw -334750.771640 + Penalty 2586.310142 = -332164.461498
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104968.910000 sec): 2 clusters
  Score: Raw -68868.869482 + Penalty 1034.271998 = -67834.597484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104969.060000 sec): 3 clusters
  Score: Raw -68748.628378 + Penalty 2068.543996 = -66680.084382
  nChanged 158
		SP:Iteration 1F (104969.200000 sec): 3 clusters
  Score: Raw -69000.866503 + Penalty 2068.543996 = -66932.322508
  nChanged 51
		SP:Iteration 2F (104969.380000 sec): 3 clusters
  Score: Raw -69235.375088 + Penalty 2068.543996 = -67166.831092
  nChanged 49
		SP:Iteration 3F (104969.570000 sec): 3 clusters
  Score: Raw -69345.128123 + Penalty 2068.543996 = -67276.584127
  nChanged 26
		SP:Iteration 4Q (104969.730000 sec): 3 clusters
  Score: Raw -69385.467021 + Penalty 2068.543996 = -67316.923025
  nChanged 9
		SP:Iteration 5Q (104969.950000 sec): 3 clusters
  Score: Raw -69401.071814 + Penalty 2068.543996 = -67332.527818
  nChanged 6
		SP:Iteration 6Q (104970.070000 sec): 3 clusters
  Score: Raw -69413.271758 + Penalty 2068.543996 = -67344.727762
  nChanged 3
		SP:Iteration 7Q (104970.240000 sec): 3 clusters
  Score: Raw -69416.897423 + Penalty 2068.543996 = -67348.353427
  nChanged 3
		SP:Iteration 8Q (104970.410000 sec): 3 clusters
  Score: Raw -69421.483439 + Penalty 2068.543996 = -67352.939443
  nChanged 4
		SP:Iteration 9Q (104970.570000 sec): 3 clusters
  Score: Raw -69430.690607 + Penalty 2068.543996 = -67362.146611
  nChanged 3
		SP:Iteration 10Q (104970.750000 sec): 3 clusters
  Score: Raw -69438.406332 + Penalty 2068.543996 = -67369.862336
  nChanged 7
		SP:Iteration 11Q (104970.920000 sec): 3 clusters
  Score: Raw -69453.304536 + Penalty 2068.543996 = -67384.760540
  nChanged 2
		SP:Iteration 12Q (104971.110000 sec): 3 clusters
  Score: Raw -69455.009353 + Penalty 2068.543996 = -67386.465357
  nChanged 0
		SP:Iteration 13F (104971.270000 sec): 3 clusters
  Score: Raw -69455.009353 + Penalty 2068.543996 = -67386.465357
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104971.330000 sec): 2 clusters
  Score: Raw -38786.233591 + Penalty 960.944238 = -37825.289352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104971.530000 sec): 3 clusters
  Score: Raw -38817.132005 + Penalty 1921.888477 = -36895.243528
  nChanged 89
		SP:Iteration 1F (104971.690000 sec): 3 clusters
  Score: Raw -39012.579808 + Penalty 1921.888477 = -37090.691331
  nChanged 23
		SP:Iteration 2F (104971.800000 sec): 3 clusters
  Score: Raw -39073.729319 + Penalty 1921.888477 = -37151.840842
  nChanged 11
		SP:Iteration 3Q (104971.960000 sec): 3 clusters
  Score: Raw -39118.879404 + Penalty 1921.888477 = -37196.990927
  nChanged 6
		SP:Iteration 4Q (104972.140000 sec): 3 clusters
  Score: Raw -39145.269948 + Penalty 1921.888477 = -37223.381471
  nChanged 11
		SP:Iteration 5Q (104972.290000 sec): 3 clusters
  Score: Raw -39194.167882 + Penalty 1921.888477 = -37272.279405
  nChanged 7
		SP:Iteration 6Q (104972.460000 sec): 3 clusters
  Score: Raw -39223.140045 + Penalty 1921.888477 = -37301.251569
  nChanged 5
		SP:Iteration 7Q (104972.640000 sec): 3 clusters
  Score: Raw -39237.240031 + Penalty 1921.888477 = -37315.351554
  nChanged 4
		SP:Iteration 8Q (104972.790000 sec): 3 clusters
  Score: Raw -39246.092558 + Penalty 1921.888477 = -37324.204081
  nChanged 2
		SP:Iteration 9Q (104972.990000 sec): 3 clusters
  Score: Raw -39250.991802 + Penalty 1921.888477 = -37329.103325
  nChanged 3
		SP:Iteration 10Q (104973.140000 sec): 3 clusters
  Score: Raw -39259.407823 + Penalty 1921.888477 = -37337.519346
  nChanged 1
		SP:Iteration 11Q (104973.320000 sec): 3 clusters
  Score: Raw -39261.983713 + Penalty 1921.888477 = -37340.095236
  nChanged 1
		SP:Iteration 12Q (104973.430000 sec): 3 clusters
  Score: Raw -39265.485083 + Penalty 1921.888477 = -37343.596606
  nChanged 0
		SP:Iteration 13F (104973.610000 sec): 3 clusters
  Score: Raw -39265.485083 + Penalty 1921.888477 = -37343.596606
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (11252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104973.800000 sec): 2 clusters
  Score: Raw -1337181.493494 + Penalty 1515.848940 = -1335665.644554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104973.980000 sec): 3 clusters
  Score: Raw -1330730.202995 + Penalty 3031.697880 = -1327698.505115
  nChanged 4925
		SP:Iteration 1F (104974.200000 sec): 3 clusters
  Score: Raw -1333597.893986 + Penalty 3031.697880 = -1330566.196106
  nChanged 802
		SP:Iteration 2F (104974.450000 sec): 3 clusters
  Score: Raw -1334083.813706 + Penalty 3031.697880 = -1331052.115826
  nChanged 774
		SP:Iteration 3F (104974.620000 sec): 3 clusters
  Score: Raw -1334636.290879 + Penalty 3031.697880 = -1331604.592998
  nChanged 735
		SP:Iteration 4F (104974.850000 sec): 3 clusters
  Score: Raw -1335254.377303 + Penalty 3031.697880 = -1332222.679422
  nChanged 776
		SP:Iteration 5F (104975.070000 sec): 3 clusters
  Score: Raw -1335933.808434 + Penalty 3031.697880 = -1332902.110553
  nChanged 711
		SP:Iteration 6F (104975.290000 sec): 3 clusters
  Score: Raw -1336510.003537 + Penalty 3031.697880 = -1333478.305657
  nChanged 636
		SP:Iteration 7F (104975.540000 sec): 3 clusters
  Score: Raw -1336919.362610 + Penalty 3031.697880 = -1333887.664730
  nChanged 422
		SP:Iteration 8Q (104975.770000 sec): 3 clusters
  Score: Raw -1337136.348847 + Penalty 3031.697880 = -1334104.650967
  nChanged 293
		SP:Iteration 9Q (104975.970000 sec): 3 clusters
  Score: Raw -1337273.723819 + Penalty 3031.697880 = -1334242.025939
  nChanged 228
		SP:Iteration 10Q (104976.190000 sec): 3 clusters
  Score: Raw -1337378.670740 + Penalty 3031.697880 = -1334346.972860
  nChanged 182
		SP:Iteration 11Q (104976.420000 sec): 3 clusters
  Score: Raw -1337454.805398 + Penalty 3031.697880 = -1334423.107518
  nChanged 156
		SP:Iteration 12Q (104976.640000 sec): 3 clusters
  Score: Raw -1337534.118561 + Penalty 3031.697880 = -1334502.420681
  nChanged 146
		SP:Iteration 13Q (104976.910000 sec): 3 clusters
  Score: Raw -1337615.642749 + Penalty 3031.697880 = -1334583.944869
  nChanged 139
		SP:Iteration 14Q (104977.130000 sec): 3 clusters
  Score: Raw -1337673.820142 + Penalty 3031.697880 = -1334642.122262
  nChanged 106
		SP:Iteration 15Q (104977.350000 sec): 3 clusters
  Score: Raw -1337710.809183 + Penalty 3031.697880 = -1334679.111303
  nChanged 105
		SP:Iteration 16Q (104977.530000 sec): 3 clusters
  Score: Raw -1337744.178006 + Penalty 3031.697880 = -1334712.480126
  nChanged 84
		SP:Iteration 17Q (104977.780000 sec): 3 clusters
  Score: Raw -1337770.050959 + Penalty 3031.697880 = -1334738.353079
  nChanged 79
		SP:Iteration 18Q (104978.020000 sec): 3 clusters
  Score: Raw -1337793.009241 + Penalty 3031.697880 = -1334761.311360
  nChanged 76
		SP:Iteration 19Q (104978.180000 sec): 3 clusters
  Score: Raw -1337818.441307 + Penalty 3031.697880 = -1334786.743427
  nChanged 61
		SP:Iteration 20F (104978.380000 sec): 3 clusters
  Score: Raw -1337837.619921 + Penalty 3031.697880 = -1334805.922041
  nChanged 66
		SP:Iteration 21Q (104978.600000 sec): 3 clusters
  Score: Raw -1337855.372403 + Penalty 3031.697880 = -1334823.674522
  nChanged 52
		SP:Iteration 22Q (104978.820000 sec): 3 clusters
  Score: Raw -1337865.104449 + Penalty 3031.697880 = -1334833.406569
  nChanged 33
		SP:Iteration 23Q (104979.030000 sec): 3 clusters
  Score: Raw -1337870.002893 + Penalty 3031.697880 = -1334838.305013
  nChanged 19
		SP:Iteration 24Q (104979.280000 sec): 3 clusters
  Score: Raw -1337873.194553 + Penalty 3031.697880 = -1334841.496673
  nChanged 26
		SP:Iteration 25Q (104979.490000 sec): 3 clusters
  Score: Raw -1337878.489546 + Penalty 3031.697880 = -1334846.791666
  nChanged 31
		SP:Iteration 26Q (104979.720000 sec): 3 clusters
  Score: Raw -1337885.079359 + Penalty 3031.697880 = -1334853.381479
  nChanged 35
		SP:Iteration 27Q (104979.980000 sec): 3 clusters
  Score: Raw -1337891.847637 + Penalty 3031.697880 = -1334860.149757
  nChanged 32
		SP:Iteration 28Q (104980.190000 sec): 3 clusters
  Score: Raw -1337900.011380 + Penalty 3031.697880 = -1334868.313500
  nChanged 46
		SP:Iteration 29Q (104980.350000 sec): 3 clusters
  Score: Raw -1337911.582956 + Penalty 3031.697880 = -1334879.885076
  nChanged 69
		SP:Iteration 30Q (104980.570000 sec): 3 clusters
  Score: Raw -1337930.124551 + Penalty 3031.697880 = -1334898.426671
  nChanged 63
		SP:Iteration 31Q (104980.790000 sec): 3 clusters
  Score: Raw -1337946.927108 + Penalty 3031.697880 = -1334915.229228
  nChanged 57
		SP:Iteration 32Q (104981.020000 sec): 3 clusters
  Score: Raw -1337958.886306 + Penalty 3031.697880 = -1334927.188426
  nChanged 42
		SP:Iteration 33Q (104981.230000 sec): 3 clusters
  Score: Raw -1337968.349814 + Penalty 3031.697880 = -1334936.651934
  nChanged 37
		SP:Iteration 34Q (104981.450000 sec): 3 clusters
  Score: Raw -1337976.582913 + Penalty 3031.697880 = -1334944.885033
  nChanged 30
		SP:Iteration 35Q (104981.670000 sec): 3 clusters
  Score: Raw -1337981.824140 + Penalty 3031.697880 = -1334950.126260
  nChanged 26
		SP:Iteration 36Q (104981.900000 sec): 3 clusters
  Score: Raw -1337986.603387 + Penalty 3031.697880 = -1334954.905506
  nChanged 28
		SP:Iteration 37Q (104982.110000 sec): 3 clusters
  Score: Raw -1337990.638268 + Penalty 3031.697880 = -1334958.940388
  nChanged 20
		SP:Iteration 38Q (104982.370000 sec): 3 clusters
  Score: Raw -1337993.041146 + Penalty 3031.697880 = -1334961.343266
  nChanged 17
		SP:Iteration 39Q (104982.570000 sec): 3 clusters
  Score: Raw -1337995.844871 + Penalty 3031.697880 = -1334964.146991
  nChanged 14
		SP:Iteration 40F (104982.820000 sec): 3 clusters
  Score: Raw -1337997.845207 + Penalty 3031.697880 = -1334966.147327
  nChanged 11
		SP:Iteration 41Q (104983.030000 sec): 3 clusters
  Score: Raw -1337998.864914 + Penalty 3031.697880 = -1334967.167034
  nChanged 3
		SP:Iteration 42Q (104983.240000 sec): 3 clusters
  Score: Raw -1337999.209646 + Penalty 3031.697880 = -1334967.511766
  nChanged 1
		SP:Iteration 43Q (104983.430000 sec): 3 clusters
  Score: Raw -1337999.278175 + Penalty 3031.697880 = -1334967.580294
  nChanged 1
		SP:Iteration 44Q (104983.660000 sec): 3 clusters
  Score: Raw -1337999.350687 + Penalty 3031.697880 = -1334967.652807
  nChanged 2
		SP:Iteration 45Q (104983.920000 sec): 3 clusters
  Score: Raw -1337999.469069 + Penalty 3031.697880 = -1334967.771189
  nChanged 5
		SP:Iteration 46Q (104984.170000 sec): 3 clusters
  Score: Raw -1338000.009791 + Penalty 3031.697880 = -1334968.311910
  nChanged 4
		SP:Iteration 47Q (104984.370000 sec): 3 clusters
  Score: Raw -1338000.396639 + Penalty 3031.697880 = -1334968.698759
  nChanged 4
		SP:Iteration 48Q (104984.590000 sec): 3 clusters
  Score: Raw -1338000.671576 + Penalty 3031.697880 = -1334968.973696
  nChanged 6
		SP:Iteration 49Q (104984.830000 sec): 3 clusters
  Score: Raw -1338001.234090 + Penalty 3031.697880 = -1334969.536210
  nChanged 2
		SP:Iteration 50Q (104985.060000 sec): 3 clusters
  Score: Raw -1338001.549757 + Penalty 3031.697880 = -1334969.851877
  nChanged 3
		SP:Iteration 51Q (104985.330000 sec): 3 clusters
  Score: Raw -1338001.749768 + Penalty 3031.697880 = -1334970.051887
  nChanged 2
		SP:Iteration 52Q (104985.520000 sec): 3 clusters
  Score: Raw -1338001.915643 + Penalty 3031.697880 = -1334970.217763
  nChanged 3
		SP:Iteration 53Q (104985.750000 sec): 3 clusters
  Score: Raw -1338002.217646 + Penalty 3031.697880 = -1334970.519766
  nChanged 4
		SP:Iteration 54Q (104985.990000 sec): 3 clusters
  Score: Raw -1338002.779020 + Penalty 3031.697880 = -1334971.081140
  nChanged 7
		SP:Iteration 55Q (104986.190000 sec): 3 clusters
  Score: Raw -1338003.494714 + Penalty 3031.697880 = -1334971.796833
  nChanged 8
		SP:Iteration 56Q (104986.410000 sec): 3 clusters
  Score: Raw -1338004.367542 + Penalty 3031.697880 = -1334972.669662
  nChanged 6
		SP:Iteration 57Q (104986.610000 sec): 3 clusters
  Score: Raw -1338004.979912 + Penalty 3031.697880 = -1334973.282032
  nChanged 7
		SP:Iteration 58Q (104986.870000 sec): 3 clusters
  Score: Raw -1338005.557883 + Penalty 3031.697880 = -1334973.860002
  nChanged 4
		SP:Iteration 59Q (104987.080000 sec): 3 clusters
  Score: Raw -1338006.012517 + Penalty 3031.697880 = -1334974.314637
  nChanged 4
		SP:Iteration 60F (104987.320000 sec): 3 clusters
  Score: Raw -1338006.471983 + Penalty 3031.697880 = -1334974.774103
  nChanged 4
		SP:Iteration 61Q (104987.540000 sec): 3 clusters
  Score: Raw -1338006.866016 + Penalty 3031.697880 = -1334975.168136
  nChanged 3
		SP:Iteration 62Q (104987.740000 sec): 3 clusters
  Score: Raw -1338007.118630 + Penalty 3031.697880 = -1334975.420750
  nChanged 5
		SP:Iteration 63Q (104987.930000 sec): 3 clusters
  Score: Raw -1338007.566572 + Penalty 3031.697880 = -1334975.868692
  nChanged 7
		SP:Iteration 64Q (104988.180000 sec): 3 clusters
  Score: Raw -1338008.223618 + Penalty 3031.697880 = -1334976.525738
  nChanged 5
		SP:Iteration 65Q (104988.370000 sec): 3 clusters
  Score: Raw -1338008.694293 + Penalty 3031.697880 = -1334976.996413
  nChanged 2
		SP:Iteration 66Q (104988.590000 sec): 3 clusters
  Score: Raw -1338008.909120 + Penalty 3031.697880 = -1334977.211240
  nChanged 2
		SP:Iteration 67Q (104988.800000 sec): 3 clusters
  Score: Raw -1338009.030954 + Penalty 3031.697880 = -1334977.333073
  nChanged 3
		SP:Iteration 68Q (104989.040000 sec): 3 clusters
  Score: Raw -1338009.208599 + Penalty 3031.697880 = -1334977.510718
  nChanged 3
		SP:Iteration 69Q (104989.260000 sec): 3 clusters
  Score: Raw -1338009.424261 + Penalty 3031.697880 = -1334977.726381
  nChanged 3
		SP:Iteration 70Q (104989.460000 sec): 3 clusters
  Score: Raw -1338009.860353 + Penalty 3031.697880 = -1334978.162473
  nChanged 2
		SP:Iteration 71Q (104989.690000 sec): 3 clusters
  Score: Raw -1338010.075189 + Penalty 3031.697880 = -1334978.377309
  nChanged 4
		SP:Iteration 72Q (104989.890000 sec): 3 clusters
  Score: Raw -1338010.556459 + Penalty 3031.697880 = -1334978.858579
  nChanged 2
		SP:Iteration 73Q (104990.110000 sec): 3 clusters
  Score: Raw -1338010.726737 + Penalty 3031.697880 = -1334979.028857
  nChanged 2
		SP:Iteration 74Q (104990.330000 sec): 3 clusters
  Score: Raw -1338010.821577 + Penalty 3031.697880 = -1334979.123697
  nChanged 1
		SP:Iteration 75Q (104990.560000 sec): 3 clusters
  Score: Raw -1338010.895425 + Penalty 3031.697880 = -1334979.197545
  nChanged 0
		SP:Iteration 76F (104990.790000 sec): 3 clusters
  Score: Raw -1338010.895425 + Penalty 3031.697880 = -1334979.197545
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (3807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104990.910000 sec): 2 clusters
  Score: Raw -446105.969233 + Penalty 1339.746973 = -444766.222260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104991.050000 sec): 3 clusters
  Score: Raw -444247.721351 + Penalty 2679.493946 = -441568.227406
  nChanged 1460
		SP:Iteration 1F (104991.250000 sec): 3 clusters
  Score: Raw -445138.440188 + Penalty 2679.493946 = -442458.946242
  nChanged 333
		SP:Iteration 2F (104991.460000 sec): 3 clusters
  Score: Raw -445402.041875 + Penalty 2679.493946 = -442722.547929
  nChanged 266
		SP:Iteration 3F (104991.630000 sec): 3 clusters
  Score: Raw -445618.113813 + Penalty 2679.493946 = -442938.619867
  nChanged 227
		SP:Iteration 4F (104991.840000 sec): 3 clusters
  Score: Raw -445774.106972 + Penalty 2679.493946 = -443094.613026
  nChanged 196
		SP:Iteration 5F (104992.000000 sec): 3 clusters
  Score: Raw -445916.584781 + Penalty 2679.493946 = -443237.090835
  nChanged 157
		SP:Iteration 6Q (104992.240000 sec): 3 clusters
  Score: Raw -446016.952040 + Penalty 2679.493946 = -443337.458094
  nChanged 126
		SP:Iteration 7Q (104992.390000 sec): 3 clusters
  Score: Raw -446105.915658 + Penalty 2679.493946 = -443426.421713
  nChanged 115
		SP:Iteration 8Q (104992.560000 sec): 3 clusters
  Score: Raw -446184.698804 + Penalty 2679.493946 = -443505.204858
  nChanged 118
		SP:Iteration 9Q (104992.750000 sec): 3 clusters
  Score: Raw -446271.043660 + Penalty 2679.493946 = -443591.549714
  nChanged 109
		SP:Iteration 10Q (104992.960000 sec): 3 clusters
  Score: Raw -446353.302191 + Penalty 2679.493946 = -443673.808245
  nChanged 104
		SP:Iteration 11Q (104993.130000 sec): 3 clusters
  Score: Raw -446427.517187 + Penalty 2679.493946 = -443748.023241
  nChanged 84
		SP:Iteration 12Q (104993.320000 sec): 3 clusters
  Score: Raw -446478.793346 + Penalty 2679.493946 = -443799.299401
  nChanged 58
		SP:Iteration 13Q (104993.540000 sec): 3 clusters
  Score: Raw -446515.397933 + Penalty 2679.493946 = -443835.903988
  nChanged 61
		SP:Iteration 14Q (104993.700000 sec): 3 clusters
  Score: Raw -446554.858359 + Penalty 2679.493946 = -443875.364413
  nChanged 50
		SP:Iteration 15Q (104993.930000 sec): 3 clusters
  Score: Raw -446592.253458 + Penalty 2679.493946 = -443912.759512
  nChanged 50
		SP:Iteration 16Q (104994.130000 sec): 3 clusters
  Score: Raw -446621.529126 + Penalty 2679.493946 = -443942.035180
  nChanged 38
		SP:Iteration 17Q (104994.320000 sec): 3 clusters
  Score: Raw -446640.236744 + Penalty 2679.493946 = -443960.742798
  nChanged 33
		SP:Iteration 18Q (104994.510000 sec): 3 clusters
  Score: Raw -446655.588168 + Penalty 2679.493946 = -443976.094222
  nChanged 19
		SP:Iteration 19Q (104994.690000 sec): 3 clusters
  Score: Raw -446663.830262 + Penalty 2679.493946 = -443984.336316
  nChanged 15
		SP:Iteration 20F (104994.890000 sec): 3 clusters
  Score: Raw -446669.666418 + Penalty 2679.493946 = -443990.172472
  nChanged 11
		SP:Iteration 21Q (104995.060000 sec): 3 clusters
  Score: Raw -446673.859901 + Penalty 2679.493946 = -443994.365955
  nChanged 8
		SP:Iteration 22Q (104995.260000 sec): 3 clusters
  Score: Raw -446676.959399 + Penalty 2679.493946 = -443997.465453
  nChanged 14
		SP:Iteration 23Q (104995.440000 sec): 3 clusters
  Score: Raw -446682.699718 + Penalty 2679.493946 = -444003.205772
  nChanged 16
		SP:Iteration 24Q (104995.590000 sec): 3 clusters
  Score: Raw -446688.574192 + Penalty 2679.493946 = -444009.080247
  nChanged 16
		SP:Iteration 25Q (104995.760000 sec): 3 clusters
  Score: Raw -446694.411793 + Penalty 2679.493946 = -444014.917847
  nChanged 18
		SP:Iteration 26Q (104995.940000 sec): 3 clusters
  Score: Raw -446701.552214 + Penalty 2679.493946 = -444022.058268
  nChanged 13
		SP:Iteration 27Q (104996.100000 sec): 3 clusters
  Score: Raw -446705.685993 + Penalty 2679.493946 = -444026.192047
  nChanged 12
		SP:Iteration 28Q (104996.300000 sec): 3 clusters
  Score: Raw -446709.931027 + Penalty 2679.493946 = -444030.437081
  nChanged 12
		SP:Iteration 29Q (104996.480000 sec): 3 clusters
  Score: Raw -446716.157939 + Penalty 2679.493946 = -444036.663993
  nChanged 13
		SP:Iteration 30Q (104996.670000 sec): 3 clusters
  Score: Raw -446721.239996 + Penalty 2679.493946 = -444041.746050
  nChanged 15
		SP:Iteration 31Q (104996.860000 sec): 3 clusters
  Score: Raw -446727.146511 + Penalty 2679.493946 = -444047.652565
  nChanged 12
		SP:Iteration 32Q (104997.060000 sec): 3 clusters
  Score: Raw -446731.618434 + Penalty 2679.493946 = -444052.124489
  nChanged 10
		SP:Iteration 33Q (104997.250000 sec): 3 clusters
  Score: Raw -446734.271575 + Penalty 2679.493946 = -444054.777629
  nChanged 6
		SP:Iteration 34Q (104997.450000 sec): 3 clusters
  Score: Raw -446735.847629 + Penalty 2679.493946 = -444056.353684
  nChanged 4
		SP:Iteration 35Q (104997.640000 sec): 3 clusters
  Score: Raw -446737.469930 + Penalty 2679.493946 = -444057.975984
  nChanged 4
		SP:Iteration 36Q (104997.850000 sec): 3 clusters
  Score: Raw -446738.491329 + Penalty 2679.493946 = -444058.997384
  nChanged 2
		SP:Iteration 37Q (104998.010000 sec): 3 clusters
  Score: Raw -446739.360923 + Penalty 2679.493946 = -444059.866977
  nChanged 4
		SP:Iteration 38Q (104998.200000 sec): 3 clusters
  Score: Raw -446740.262350 + Penalty 2679.493946 = -444060.768404
  nChanged 2
		SP:Iteration 39Q (104998.420000 sec): 3 clusters
  Score: Raw -446740.999525 + Penalty 2679.493946 = -444061.505579
  nChanged 1
		SP:Iteration 40F (104998.620000 sec): 3 clusters
  Score: Raw -446741.146980 + Penalty 2679.493946 = -444061.653034
  nChanged 1
		SP:Iteration 41Q (104998.780000 sec): 3 clusters
  Score: Raw -446741.428802 + Penalty 2679.493946 = -444061.934857
  nChanged 0
		SP:Iteration 42F (104998.960000 sec): 3 clusters
  Score: Raw -446741.428802 + Penalty 2679.493946 = -444061.934857
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104999.080000 sec): 2 clusters
  Score: Raw -157452.710754 + Penalty 1181.086241 = -156271.624513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104999.260000 sec): 3 clusters
  Score: Raw -156934.072341 + Penalty 2362.172482 = -154571.899860
  nChanged 481
		SP:Iteration 1F (104999.470000 sec): 3 clusters
  Score: Raw -157544.368190 + Penalty 2362.172482 = -155182.195708
  nChanged 166
		SP:Iteration 2F (104999.620000 sec): 3 clusters
  Score: Raw -157816.008609 + Penalty 2362.172482 = -155453.836127
  nChanged 116
		SP:Iteration 3F (104999.790000 sec): 3 clusters
  Score: Raw -157999.549832 + Penalty 2362.172482 = -155637.377350
  nChanged 73
		SP:Iteration 4F (105000.000000 sec): 3 clusters
  Score: Raw -158127.482314 + Penalty 2362.172482 = -155765.309832
  nChanged 61
		SP:Iteration 5Q (105000.150000 sec): 3 clusters
  Score: Raw -158244.943620 + Penalty 2362.172482 = -155882.771138
  nChanged 55
		SP:Iteration 6Q (105000.330000 sec): 3 clusters
  Score: Raw -158353.477389 + Penalty 2362.172482 = -155991.304907
  nChanged 45
		SP:Iteration 7Q (105000.480000 sec): 3 clusters
  Score: Raw -158432.823065 + Penalty 2362.172482 = -156070.650584
  nChanged 28
		SP:Iteration 8Q (105000.630000 sec): 3 clusters
  Score: Raw -158458.662892 + Penalty 2362.172482 = -156096.490410
  nChanged 10
		SP:Iteration 9Q (105000.780000 sec): 3 clusters
  Score: Raw -158466.619496 + Penalty 2362.172482 = -156104.447014
  nChanged 5
		SP:Iteration 10Q (105000.950000 sec): 3 clusters
  Score: Raw -158469.395872 + Penalty 2362.172482 = -156107.223390
  nChanged 1
		SP:Iteration 11Q (105001.050000 sec): 3 clusters
  Score: Raw -158470.850670 + Penalty 2362.172482 = -156108.678188
  nChanged 1
		SP:Iteration 12Q (105001.210000 sec): 3 clusters
  Score: Raw -158471.474489 + Penalty 2362.172482 = -156109.302007
  nChanged 0
		SP:Iteration 13F (105001.390000 sec): 3 clusters
  Score: Raw -158471.474489 + Penalty 2362.172482 = -156109.302007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 69 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105001.450000 sec): 2 clusters
  Score: Raw -20239.854118 + Penalty 886.489681 = -19353.364436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105001.610000 sec): 3 clusters
  Score: Raw -20427.788215 + Penalty 1772.979362 = -18654.808853
  nChanged 53
		SP:Iteration 1F (105001.750000 sec): 3 clusters
  Score: Raw -20606.501954 + Penalty 1772.979362 = -18833.522591
  nChanged 16
		SP:Iteration 2F (105001.890000 sec): 3 clusters
  Score: Raw -20671.314342 + Penalty 1772.979362 = -18898.334979
  nChanged 4
		SP:Iteration 3Q (105002.090000 sec): 3 clusters
  Score: Raw -20685.589430 + Penalty 1772.979362 = -18912.610068
  nChanged 1
		SP:Iteration 4Q (105002.240000 sec): 3 clusters
  Score: Raw -20692.673845 + Penalty 1772.979362 = -18919.694483
  nChanged 2
		SP:Iteration 5Q (105002.350000 sec): 3 clusters
  Score: Raw -20698.389054 + Penalty 1772.979362 = -18925.409692
  nChanged 2
		SP:Iteration 6Q (105002.540000 sec): 3 clusters
  Score: Raw -20703.068694 + Penalty 1772.979362 = -18930.089332
  nChanged 1
		SP:Iteration 7Q (105002.700000 sec): 3 clusters
  Score: Raw -20705.683369 + Penalty 1772.979362 = -18932.704006
  nChanged 1
		SP:Iteration 8Q (105002.910000 sec): 3 clusters
  Score: Raw -20707.347383 + Penalty 1772.979362 = -18934.368021
  nChanged 0
		SP:Iteration 9F (105003.070000 sec): 3 clusters
  Score: Raw -20707.347383 + Penalty 1772.979362 = -18934.368021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 70 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105003.150000 sec): 2 clusters
  Score: Raw -74345.648155 + Penalty 1058.881375 = -73286.766780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105003.330000 sec): 3 clusters
  Score: Raw -74215.918711 + Penalty 2117.762750 = -72098.155962
  nChanged 190
		SP:Iteration 1F (105003.510000 sec): 3 clusters
  Score: Raw -74480.897025 + Penalty 2117.762750 = -72363.134276
  nChanged 51
		SP:Iteration 2F (105003.700000 sec): 3 clusters
  Score: Raw -74561.752980 + Penalty 2117.762750 = -72443.990230
  nChanged 34
		SP:Iteration 3F (105003.860000 sec): 3 clusters
  Score: Raw -74617.563105 + Penalty 2117.762750 = -72499.800355
  nChanged 18
		SP:Iteration 4Q (105004.020000 sec): 3 clusters
  Score: Raw -74649.260177 + Penalty 2117.762750 = -72531.497427
  nChanged 13
		SP:Iteration 5Q (105004.190000 sec): 3 clusters
  Score: Raw -74679.917816 + Penalty 2117.762750 = -72562.155067
  nChanged 12
		SP:Iteration 6Q (105004.360000 sec): 3 clusters
  Score: Raw -74692.966220 + Penalty 2117.762750 = -72575.203470
  nChanged 7
		SP:Iteration 7Q (105004.530000 sec): 3 clusters
  Score: Raw -74698.982215 + Penalty 2117.762750 = -72581.219465
  nChanged 3
		SP:Iteration 8Q (105004.730000 sec): 3 clusters
  Score: Raw -74701.845068 + Penalty 2117.762750 = -72584.082318
  nChanged 2
		SP:Iteration 9Q (105004.910000 sec): 3 clusters
  Score: Raw -74705.097876 + Penalty 2117.762750 = -72587.335126
  nChanged 1
		SP:Iteration 10Q (105005.070000 sec): 3 clusters
  Score: Raw -74706.536983 + Penalty 2117.762750 = -72588.774233
  nChanged 2
		SP:Iteration 11Q (105005.230000 sec): 3 clusters
  Score: Raw -74709.635541 + Penalty 2117.762750 = -72591.872792
  nChanged 2
		SP:Iteration 12Q (105005.410000 sec): 3 clusters
  Score: Raw -74711.297903 + Penalty 2117.762750 = -72593.535153
  nChanged 1
		SP:Iteration 13Q (105005.560000 sec): 3 clusters
  Score: Raw -74713.857486 + Penalty 2117.762750 = -72596.094736
  nChanged 1
		SP:Iteration 14Q (105005.760000 sec): 3 clusters
  Score: Raw -74714.512432 + Penalty 2117.762750 = -72596.749683
  nChanged 1
		SP:Iteration 15Q (105005.940000 sec): 3 clusters
  Score: Raw -74715.244531 + Penalty 2117.762750 = -72597.481782
  nChanged 0
		SP:Iteration 16F (105006.090000 sec): 3 clusters
  Score: Raw -74715.244531 + Penalty 2117.762750 = -72597.481782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 71 (4683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105006.200000 sec): 2 clusters
  Score: Raw -488163.125415 + Penalty 1373.400309 = -486789.725106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105006.370000 sec): 3 clusters
  Score: Raw -485781.612519 + Penalty 2746.800618 = -483034.811901
  nChanged 1876
		SP:Iteration 1F (105006.540000 sec): 3 clusters
  Score: Raw -487030.776259 + Penalty 2746.800618 = -484283.975641
  nChanged 461
		SP:Iteration 2F (105006.760000 sec): 3 clusters
  Score: Raw -487422.126147 + Penalty 2746.800618 = -484675.325529
  nChanged 334
		SP:Iteration 3F (105006.920000 sec): 3 clusters
  Score: Raw -487682.691796 + Penalty 2746.800618 = -484935.891178
  nChanged 254
		SP:Iteration 4F (105007.130000 sec): 3 clusters
  Score: Raw -487886.455201 + Penalty 2746.800618 = -485139.654583
  nChanged 222
		SP:Iteration 5Q (105007.290000 sec): 3 clusters
  Score: Raw -488082.156672 + Penalty 2746.800618 = -485335.356055
  nChanged 239
		SP:Iteration 6F (105007.520000 sec): 3 clusters
  Score: Raw -488272.170845 + Penalty 2746.800618 = -485525.370227
  nChanged 208
		SP:Iteration 7Q (105007.700000 sec): 3 clusters
  Score: Raw -488416.596174 + Penalty 2746.800618 = -485669.795556
  nChanged 156
		SP:Iteration 8Q (105007.930000 sec): 3 clusters
  Score: Raw -488505.305502 + Penalty 2746.800618 = -485758.504884
  nChanged 133
		SP:Iteration 9Q (105008.120000 sec): 3 clusters
  Score: Raw -488582.275276 + Penalty 2746.800618 = -485835.474658
  nChanged 104
		SP:Iteration 10Q (105008.280000 sec): 3 clusters
  Score: Raw -488646.821377 + Penalty 2746.800618 = -485900.020759
  nChanged 106
		SP:Iteration 11Q (105008.470000 sec): 3 clusters
  Score: Raw -488699.795972 + Penalty 2746.800618 = -485952.995354
  nChanged 98
		SP:Iteration 12Q (105008.660000 sec): 3 clusters
  Score: Raw -488735.683385 + Penalty 2746.800618 = -485988.882767
  nChanged 64
		SP:Iteration 13Q (105008.850000 sec): 3 clusters
  Score: Raw -488759.243930 + Penalty 2746.800618 = -486012.443312
  nChanged 57
		SP:Iteration 14Q (105009.060000 sec): 3 clusters
  Score: Raw -488782.447671 + Penalty 2746.800618 = -486035.647053
  nChanged 57
		SP:Iteration 15Q (105009.210000 sec): 3 clusters
  Score: Raw -488811.672074 + Penalty 2746.800618 = -486064.871457
  nChanged 52
		SP:Iteration 16Q (105009.440000 sec): 3 clusters
  Score: Raw -488840.630881 + Penalty 2746.800618 = -486093.830263
  nChanged 48
		SP:Iteration 17Q (105009.630000 sec): 3 clusters
  Score: Raw -488865.334282 + Penalty 2746.800618 = -486118.533664
  nChanged 38
		SP:Iteration 18Q (105009.850000 sec): 3 clusters
  Score: Raw -488879.760226 + Penalty 2746.800618 = -486132.959608
  nChanged 38
		SP:Iteration 19Q (105010.050000 sec): 3 clusters
  Score: Raw -488894.662258 + Penalty 2746.800618 = -486147.861640
  nChanged 38
		SP:Iteration 20F (105010.210000 sec): 3 clusters
  Score: Raw -488910.116940 + Penalty 2746.800618 = -486163.316322
  nChanged 39
		SP:Iteration 21Q (105010.410000 sec): 3 clusters
  Score: Raw -488929.262745 + Penalty 2746.800618 = -486182.462127
  nChanged 43
		SP:Iteration 22Q (105010.590000 sec): 3 clusters
  Score: Raw -488951.180072 + Penalty 2746.800618 = -486204.379454
  nChanged 41
		SP:Iteration 23Q (105010.790000 sec): 3 clusters
  Score: Raw -488971.243853 + Penalty 2746.800618 = -486224.443235
  nChanged 35
		SP:Iteration 24Q (105010.950000 sec): 3 clusters
  Score: Raw -488990.758760 + Penalty 2746.800618 = -486243.958142
  nChanged 28
		SP:Iteration 25Q (105011.120000 sec): 3 clusters
  Score: Raw -489004.904059 + Penalty 2746.800618 = -486258.103441
  nChanged 35
		SP:Iteration 26Q (105011.300000 sec): 3 clusters
  Score: Raw -489022.546921 + Penalty 2746.800618 = -486275.746303
  nChanged 35
		SP:Iteration 27Q (105011.510000 sec): 3 clusters
  Score: Raw -489035.724857 + Penalty 2746.800618 = -486288.924239
  nChanged 29
		SP:Iteration 28Q (105011.710000 sec): 3 clusters
  Score: Raw -489044.466579 + Penalty 2746.800618 = -486297.665961
  nChanged 18
		SP:Iteration 29Q (105011.930000 sec): 3 clusters
  Score: Raw -489055.010867 + Penalty 2746.800618 = -486308.210249
  nChanged 35
		SP:Iteration 30Q (105012.090000 sec): 3 clusters
  Score: Raw -489074.688687 + Penalty 2746.800618 = -486327.888069
  nChanged 34
		SP:Iteration 31Q (105012.250000 sec): 3 clusters
  Score: Raw -489090.336059 + Penalty 2746.800618 = -486343.535441
  nChanged 34
		SP:Iteration 32Q (105012.460000 sec): 3 clusters
  Score: Raw -489102.128520 + Penalty 2746.800618 = -486355.327902
  nChanged 32
		SP:Iteration 33Q (105012.660000 sec): 3 clusters
  Score: Raw -489121.473419 + Penalty 2746.800618 = -486374.672801
  nChanged 46
		SP:Iteration 34Q (105012.850000 sec): 3 clusters
  Score: Raw -489145.191502 + Penalty 2746.800618 = -486398.390884
  nChanged 42
		SP:Iteration 35Q (105013.020000 sec): 3 clusters
  Score: Raw -489162.393741 + Penalty 2746.800618 = -486415.593123
  nChanged 40
		SP:Iteration 36Q (105013.190000 sec): 3 clusters
  Score: Raw -489177.094864 + Penalty 2746.800618 = -486430.294246
  nChanged 35
		SP:Iteration 37Q (105013.370000 sec): 3 clusters
  Score: Raw -489192.486734 + Penalty 2746.800618 = -486445.686116
  nChanged 34
		SP:Iteration 38Q (105013.550000 sec): 3 clusters
  Score: Raw -489204.283547 + Penalty 2746.800618 = -486457.482929
  nChanged 29
		SP:Iteration 39Q (105013.740000 sec): 3 clusters
  Score: Raw -489214.456624 + Penalty 2746.800618 = -486467.656006
  nChanged 24
		SP:Iteration 40F (105013.950000 sec): 3 clusters
  Score: Raw -489228.031910 + Penalty 2746.800618 = -486481.231292
  nChanged 31
		SP:Iteration 41Q (105014.150000 sec): 3 clusters
  Score: Raw -489250.327821 + Penalty 2746.800618 = -486503.527203
  nChanged 35
		SP:Iteration 42Q (105014.370000 sec): 3 clusters
  Score: Raw -489282.335577 + Penalty 2746.800618 = -486535.534959
  nChanged 52
		SP:Iteration 43Q (105014.530000 sec): 3 clusters
  Score: Raw -489320.271507 + Penalty 2746.800618 = -486573.470889
  nChanged 51
		SP:Iteration 44Q (105014.760000 sec): 3 clusters
  Score: Raw -489340.512096 + Penalty 2746.800618 = -486593.711478
  nChanged 29
		SP:Iteration 45Q (105014.950000 sec): 3 clusters
  Score: Raw -489348.160015 + Penalty 2746.800618 = -486601.359397
  nChanged 15
		SP:Iteration 46Q (105015.130000 sec): 3 clusters
  Score: Raw -489351.039104 + Penalty 2746.800618 = -486604.238486
  nChanged 11
		SP:Iteration 47Q (105015.330000 sec): 3 clusters
  Score: Raw -489353.278242 + Penalty 2746.800618 = -486606.477624
  nChanged 5
		SP:Iteration 48Q (105015.530000 sec): 3 clusters
  Score: Raw -489354.299746 + Penalty 2746.800618 = -486607.499128
  nChanged 7
		SP:Iteration 49Q (105015.730000 sec): 3 clusters
  Score: Raw -489356.135375 + Penalty 2746.800618 = -486609.334757
  nChanged 12
		SP:Iteration 50Q (105015.930000 sec): 3 clusters
  Score: Raw -489359.455253 + Penalty 2746.800618 = -486612.654635
  nChanged 9
		SP:Iteration 51Q (105016.090000 sec): 3 clusters
  Score: Raw -489361.342004 + Penalty 2746.800618 = -486614.541386
  nChanged 15
		SP:Iteration 52Q (105016.340000 sec): 3 clusters
  Score: Raw -489364.364389 + Penalty 2746.800618 = -486617.563771
  nChanged 16
		SP:Iteration 53Q (105016.530000 sec): 3 clusters
  Score: Raw -489369.228956 + Penalty 2746.800618 = -486622.428338
  nChanged 11
		SP:Iteration 54Q (105016.700000 sec): 3 clusters
  Score: Raw -489371.883441 + Penalty 2746.800618 = -486625.082823
  nChanged 10
		SP:Iteration 55Q (105016.890000 sec): 3 clusters
  Score: Raw -489374.896529 + Penalty 2746.800618 = -486628.095911
  nChanged 14
		SP:Iteration 56Q (105017.060000 sec): 3 clusters
  Score: Raw -489378.683972 + Penalty 2746.800618 = -486631.883354
  nChanged 10
		SP:Iteration 57Q (105017.230000 sec): 3 clusters
  Score: Raw -489381.269016 + Penalty 2746.800618 = -486634.468398
  nChanged 14
		SP:Iteration 58Q (105017.430000 sec): 3 clusters
  Score: Raw -489386.313175 + Penalty 2746.800618 = -486639.512557
  nChanged 16
		SP:Iteration 59Q (105017.630000 sec): 3 clusters
  Score: Raw -489389.451869 + Penalty 2746.800618 = -486642.651251
  nChanged 9
		SP:Iteration 60F (105017.830000 sec): 3 clusters
  Score: Raw -489392.143750 + Penalty 2746.800618 = -486645.343132
  nChanged 9
		SP:Iteration 61Q (105017.990000 sec): 3 clusters
  Score: Raw -489395.787204 + Penalty 2746.800618 = -486648.986586
  nChanged 7
		SP:Iteration 62Q (105018.190000 sec): 3 clusters
  Score: Raw -489397.741479 + Penalty 2746.800618 = -486650.940861
  nChanged 9
		SP:Iteration 63Q (105018.410000 sec): 3 clusters
  Score: Raw -489399.193757 + Penalty 2746.800618 = -486652.393139
  nChanged 8
		SP:Iteration 64Q (105018.590000 sec): 3 clusters
  Score: Raw -489400.727535 + Penalty 2746.800618 = -486653.926917
  nChanged 8
		SP:Iteration 65Q (105018.780000 sec): 3 clusters
  Score: Raw -489403.436504 + Penalty 2746.800618 = -486656.635886
  nChanged 13
		SP:Iteration 66Q (105018.960000 sec): 3 clusters
  Score: Raw -489407.380159 + Penalty 2746.800618 = -486660.579541
  nChanged 15
		SP:Iteration 67Q (105019.130000 sec): 3 clusters
  Score: Raw -489413.856124 + Penalty 2746.800618 = -486667.055506
  nChanged 18
		SP:Iteration 68Q (105019.330000 sec): 3 clusters
  Score: Raw -489421.421889 + Penalty 2746.800618 = -486674.621271
  nChanged 15
		SP:Iteration 69Q (105019.510000 sec): 3 clusters
  Score: Raw -489430.313587 + Penalty 2746.800618 = -486683.512969
  nChanged 28
		SP:Iteration 70Q (105019.710000 sec): 3 clusters
  Score: Raw -489437.537194 + Penalty 2746.800618 = -486690.736576
  nChanged 18
		SP:Iteration 71Q (105019.900000 sec): 3 clusters
  Score: Raw -489442.989629 + Penalty 2746.800618 = -486696.189011
  nChanged 16
		SP:Iteration 72Q (105020.100000 sec): 3 clusters
  Score: Raw -489448.665305 + Penalty 2746.800618 = -486701.864687
  nChanged 14
		SP:Iteration 73Q (105020.280000 sec): 3 clusters
  Score: Raw -489453.246308 + Penalty 2746.800618 = -486706.445690
  nChanged 15
		SP:Iteration 74Q (105020.470000 sec): 3 clusters
  Score: Raw -489457.491488 + Penalty 2746.800618 = -486710.690870
  nChanged 8
		SP:Iteration 75Q (105020.660000 sec): 3 clusters
  Score: Raw -489459.750165 + Penalty 2746.800618 = -486712.949547
  nChanged 7
		SP:Iteration 76Q (105020.860000 sec): 3 clusters
  Score: Raw -489462.143145 + Penalty 2746.800618 = -486715.342527
  nChanged 11
		SP:Iteration 77Q (105021.050000 sec): 3 clusters
  Score: Raw -489465.283539 + Penalty 2746.800618 = -486718.482921
  nChanged 10
		SP:Iteration 78Q (105021.250000 sec): 3 clusters
  Score: Raw -489468.133506 + Penalty 2746.800618 = -486721.332888
  nChanged 5
		SP:Iteration 79Q (105021.420000 sec): 3 clusters
  Score: Raw -489470.041082 + Penalty 2746.800618 = -486723.240465
  nChanged 5
		SP:Iteration 80F (105021.640000 sec): 3 clusters
  Score: Raw -489470.964752 + Penalty 2746.800618 = -486724.164134
  nChanged 4
		SP:Iteration 81Q (105021.850000 sec): 3 clusters
  Score: Raw -489472.999481 + Penalty 2746.800618 = -486726.198863
  nChanged 6
		SP:Iteration 82Q (105022.030000 sec): 3 clusters
  Score: Raw -489475.171902 + Penalty 2746.800618 = -486728.371284
  nChanged 2
		SP:Iteration 83Q (105022.230000 sec): 3 clusters
  Score: Raw -489475.383312 + Penalty 2746.800618 = -486728.582694
  nChanged 0
		SP:Iteration 84F (105022.450000 sec): 3 clusters
  Score: Raw -489475.383312 + Penalty 2746.800618 = -486728.582694
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 72 (2316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105022.520000 sec): 2 clusters
  Score: Raw -266362.974994 + Penalty 1258.984486 = -265103.990508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105022.690000 sec): 3 clusters
  Score: Raw -265356.772453 + Penalty 2517.968973 = -262838.803481
  nChanged 824
		SP:Iteration 1F (105022.890000 sec): 3 clusters
  Score: Raw -265926.469782 + Penalty 2517.968973 = -263408.500809
  nChanged 187
		SP:Iteration 2F (105023.050000 sec): 3 clusters
  Score: Raw -266083.994219 + Penalty 2517.968973 = -263566.025246
  nChanged 136
		SP:Iteration 3F (105023.230000 sec): 3 clusters
  Score: Raw -266220.215804 + Penalty 2517.968973 = -263702.246832
  nChanged 123
		SP:Iteration 4F (105023.390000 sec): 3 clusters
  Score: Raw -266350.283112 + Penalty 2517.968973 = -263832.314139
  nChanged 127
		SP:Iteration 5F (105023.570000 sec): 3 clusters
  Score: Raw -266491.041551 + Penalty 2517.968973 = -263973.072578
  nChanged 119
		SP:Iteration 6F (105023.750000 sec): 3 clusters
  Score: Raw -266652.019917 + Penalty 2517.968973 = -264134.050944
  nChanged 115
		SP:Iteration 7Q (105023.930000 sec): 3 clusters
  Score: Raw -266772.914666 + Penalty 2517.968973 = -264254.945694
  nChanged 73
		SP:Iteration 8Q (105024.100000 sec): 3 clusters
  Score: Raw -266843.831663 + Penalty 2517.968973 = -264325.862690
  nChanged 58
		SP:Iteration 9Q (105024.280000 sec): 3 clusters
  Score: Raw -266900.972568 + Penalty 2517.968973 = -264383.003596
  nChanged 44
		SP:Iteration 10Q (105024.470000 sec): 3 clusters
  Score: Raw -266930.432287 + Penalty 2517.968973 = -264412.463315
  nChanged 26
		SP:Iteration 11Q (105024.610000 sec): 3 clusters
  Score: Raw -266951.332543 + Penalty 2517.968973 = -264433.363570
  nChanged 25
		SP:Iteration 12Q (105024.820000 sec): 3 clusters
  Score: Raw -266967.153096 + Penalty 2517.968973 = -264449.184124
  nChanged 14
		SP:Iteration 13Q (105024.960000 sec): 3 clusters
  Score: Raw -266976.564393 + Penalty 2517.968973 = -264458.595420
  nChanged 13
		SP:Iteration 14Q (105025.150000 sec): 3 clusters
  Score: Raw -266981.725619 + Penalty 2517.968973 = -264463.756646
  nChanged 10
		SP:Iteration 15Q (105025.350000 sec): 3 clusters
  Score: Raw -266986.549744 + Penalty 2517.968973 = -264468.580771
  nChanged 8
		SP:Iteration 16Q (105025.530000 sec): 3 clusters
  Score: Raw -266989.163502 + Penalty 2517.968973 = -264471.194529
  nChanged 8
		SP:Iteration 17Q (105025.750000 sec): 3 clusters
  Score: Raw -266992.037769 + Penalty 2517.968973 = -264474.068796
  nChanged 5
		SP:Iteration 18Q (105025.930000 sec): 3 clusters
  Score: Raw -266994.382862 + Penalty 2517.968973 = -264476.413890
  nChanged 5
		SP:Iteration 19Q (105026.110000 sec): 3 clusters
  Score: Raw -266996.627743 + Penalty 2517.968973 = -264478.658770
  nChanged 3
		SP:Iteration 20F (105026.270000 sec): 3 clusters
  Score: Raw -266997.500980 + Penalty 2517.968973 = -264479.532007
  nChanged 3
		SP:Iteration 21Q (105026.480000 sec): 3 clusters
  Score: Raw -266998.451627 + Penalty 2517.968973 = -264480.482655
  nChanged 3
		SP:Iteration 22Q (105026.640000 sec): 3 clusters
  Score: Raw -266999.139914 + Penalty 2517.968973 = -264481.170941
  nChanged 0
		SP:Iteration 23F (105026.810000 sec): 3 clusters
  Score: Raw -266999.139914 + Penalty 2517.968973 = -264481.170941
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 73 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105026.910000 sec): 2 clusters
  Score: Raw -152481.042370 + Penalty 1166.017078 = -151315.025291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105027.060000 sec): 3 clusters
  Score: Raw -151997.175643 + Penalty 2332.034157 = -149665.141486
  nChanged 450
		SP:Iteration 1F (105027.220000 sec): 3 clusters
  Score: Raw -152358.787461 + Penalty 2332.034157 = -150026.753304
  nChanged 110
		SP:Iteration 2F (105027.390000 sec): 3 clusters
  Score: Raw -152453.841254 + Penalty 2332.034157 = -150121.807097
  nChanged 52
		SP:Iteration 3Q (105027.600000 sec): 3 clusters
  Score: Raw -152497.330085 + Penalty 2332.034157 = -150165.295928
  nChanged 32
		SP:Iteration 4Q (105027.730000 sec): 3 clusters
  Score: Raw -152515.608489 + Penalty 2332.034157 = -150183.574332
  nChanged 19
		SP:Iteration 5Q (105027.960000 sec): 3 clusters
  Score: Raw -152530.868423 + Penalty 2332.034157 = -150198.834267
  nChanged 22
		SP:Iteration 6Q (105028.140000 sec): 3 clusters
  Score: Raw -152549.422635 + Penalty 2332.034157 = -150217.388479
  nChanged 15
		SP:Iteration 7Q (105028.280000 sec): 3 clusters
  Score: Raw -152559.901337 + Penalty 2332.034157 = -150227.867180
  nChanged 8
		SP:Iteration 8Q (105028.480000 sec): 3 clusters
  Score: Raw -152565.480593 + Penalty 2332.034157 = -150233.446436
  nChanged 7
		SP:Iteration 9Q (105028.630000 sec): 3 clusters
  Score: Raw -152569.876936 + Penalty 2332.034157 = -150237.842779
  nChanged 3
		SP:Iteration 10Q (105028.820000 sec): 3 clusters
  Score: Raw -152571.079692 + Penalty 2332.034157 = -150239.045536
  nChanged 3
		SP:Iteration 11Q (105029.000000 sec): 3 clusters
  Score: Raw -152572.820521 + Penalty 2332.034157 = -150240.786364
  nChanged 4
		SP:Iteration 12Q (105029.190000 sec): 3 clusters
  Score: Raw -152575.299047 + Penalty 2332.034157 = -150243.264890
  nChanged 2
		SP:Iteration 13Q (105029.360000 sec): 3 clusters
  Score: Raw -152576.897268 + Penalty 2332.034157 = -150244.863111
  nChanged 3
		SP:Iteration 14Q (105029.500000 sec): 3 clusters
  Score: Raw -152578.887036 + Penalty 2332.034157 = -150246.852879
  nChanged 3
		SP:Iteration 15Q (105029.680000 sec): 3 clusters
  Score: Raw -152581.757917 + Penalty 2332.034157 = -150249.723760
  nChanged 7
		SP:Iteration 16Q (105029.840000 sec): 3 clusters
  Score: Raw -152587.849581 + Penalty 2332.034157 = -150255.815424
  nChanged 5
		SP:Iteration 17Q (105030.060000 sec): 3 clusters
  Score: Raw -152590.983980 + Penalty 2332.034157 = -150258.949823
  nChanged 1
		SP:Iteration 18Q (105030.230000 sec): 3 clusters
  Score: Raw -152591.371617 + Penalty 2332.034157 = -150259.337460
  nChanged 0
		SP:Iteration 19F (105030.400000 sec): 3 clusters
  Score: Raw -152591.371617 + Penalty 2332.034157 = -150259.337460
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 74 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105030.520000 sec): 2 clusters
  Score: Raw -49126.992628 + Penalty 987.616865 = -48139.375763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105030.690000 sec): 3 clusters
  Score: Raw -49095.104068 + Penalty 1975.233729 = -47119.870339
  nChanged 93
		SP:Iteration 1F (105030.860000 sec): 3 clusters
  Score: Raw -49243.510230 + Penalty 1975.233729 = -47268.276501
  nChanged 17
		SP:Iteration 2Q (105031.060000 sec): 3 clusters
  Score: Raw -49278.906547 + Penalty 1975.233729 = -47303.672818
  nChanged 10
		SP:Iteration 3Q (105031.240000 sec): 3 clusters
  Score: Raw -49298.444013 + Penalty 1975.233729 = -47323.210284
  nChanged 2
		SP:Iteration 4Q (105031.380000 sec): 3 clusters
  Score: Raw -49302.123800 + Penalty 1975.233729 = -47326.890071
  nChanged 2
		SP:Iteration 5Q (105031.590000 sec): 3 clusters
  Score: Raw -49308.045941 + Penalty 1975.233729 = -47332.812212
  nChanged 2
		SP:Iteration 6Q (105031.770000 sec): 3 clusters
  Score: Raw -49317.367607 + Penalty 1975.233729 = -47342.133878
  nChanged 1
		SP:Iteration 7Q (105031.930000 sec): 3 clusters
  Score: Raw -49319.013142 + Penalty 1975.233729 = -47343.779413
  nChanged 2
		SP:Iteration 8Q (105032.060000 sec): 3 clusters
  Score: Raw -49325.859948 + Penalty 1975.233729 = -47350.626218
  nChanged 2
		SP:Iteration 9Q (105032.220000 sec): 3 clusters
  Score: Raw -49330.135478 + Penalty 1975.233729 = -47354.901749
  nChanged 0
		SP:Iteration 10F (105032.400000 sec): 3 clusters
  Score: Raw -49330.135478 + Penalty 1975.233729 = -47354.901749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 75 (15877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105032.580000 sec): 2 clusters
  Score: Raw -1886712.205212 + Penalty 1571.801855 = -1885140.403357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105032.810000 sec): 3 clusters
  Score: Raw -1877345.556191 + Penalty 3143.603710 = -1874201.952481
  nChanged 7167
		SP:Iteration 1F (105033.050000 sec): 3 clusters
  Score: Raw -1881342.267685 + Penalty 3143.603710 = -1878198.663975
  nChanged 964
		SP:Iteration 2F (105033.280000 sec): 3 clusters
  Score: Raw -1881858.397445 + Penalty 3143.603710 = -1878714.793735
  nChanged 887
		SP:Iteration 3F (105033.540000 sec): 3 clusters
  Score: Raw -1882362.969383 + Penalty 3143.603710 = -1879219.365673
  nChanged 874
		SP:Iteration 4F (105033.810000 sec): 3 clusters
  Score: Raw -1882882.459556 + Penalty 3143.603710 = -1879738.855846
  nChanged 850
		SP:Iteration 5F (105034.040000 sec): 3 clusters
  Score: Raw -1883383.010504 + Penalty 3143.603710 = -1880239.406794
  nChanged 882
		SP:Iteration 6F (105034.300000 sec): 3 clusters
  Score: Raw -1883882.258960 + Penalty 3143.603710 = -1880738.655250
  nChanged 799
		SP:Iteration 7F (105034.550000 sec): 3 clusters
  Score: Raw -1884326.558723 + Penalty 3143.603710 = -1881182.955013
  nChanged 718
		SP:Iteration 8Q (105034.790000 sec): 3 clusters
  Score: Raw -1884682.715016 + Penalty 3143.603710 = -1881539.111306
  nChanged 616
		SP:Iteration 9Q (105035.020000 sec): 3 clusters
  Score: Raw -1884972.280977 + Penalty 3143.603710 = -1881828.677267
  nChanged 542
		SP:Iteration 10Q (105035.290000 sec): 3 clusters
  Score: Raw -1885241.886224 + Penalty 3143.603710 = -1882098.282514
  nChanged 482
		SP:Iteration 11Q (105035.500000 sec): 3 clusters
  Score: Raw -1885536.152385 + Penalty 3143.603710 = -1882392.548675
  nChanged 476
		SP:Iteration 12Q (105035.750000 sec): 3 clusters
  Score: Raw -1885855.783549 + Penalty 3143.603710 = -1882712.179838
  nChanged 483
		SP:Iteration 13Q (105036.010000 sec): 3 clusters
  Score: Raw -1886169.368451 + Penalty 3143.603710 = -1883025.764741
  nChanged 451
		SP:Iteration 14Q (105036.230000 sec): 3 clusters
  Score: Raw -1886448.644673 + Penalty 3143.603710 = -1883305.040963
  nChanged 393
		SP:Iteration 15Q (105036.490000 sec): 3 clusters
  Score: Raw -1886715.870915 + Penalty 3143.603710 = -1883572.267205
  nChanged 358
		SP:Iteration 16Q (105036.700000 sec): 3 clusters
  Score: Raw -1886970.079979 + Penalty 3143.603710 = -1883826.476269
  nChanged 346
		SP:Iteration 17Q (105036.950000 sec): 3 clusters
  Score: Raw -1887192.462235 + Penalty 3143.603710 = -1884048.858525
  nChanged 319
		SP:Iteration 18Q (105037.190000 sec): 3 clusters
  Score: Raw -1887353.969275 + Penalty 3143.603710 = -1884210.365565
  nChanged 272
		SP:Iteration 19Q (105037.470000 sec): 3 clusters
  Score: Raw -1887454.897942 + Penalty 3143.603710 = -1884311.294232
  nChanged 192
		SP:Iteration 20F (105037.710000 sec): 3 clusters
  Score: Raw -1887510.569949 + Penalty 3143.603710 = -1884366.966239
  nChanged 148
		SP:Iteration 21Q (105037.930000 sec): 3 clusters
  Score: Raw -1887547.356834 + Penalty 3143.603710 = -1884403.753124
  nChanged 111
		SP:Iteration 22Q (105038.230000 sec): 3 clusters
  Score: Raw -1887571.695993 + Penalty 3143.603710 = -1884428.092283
  nChanged 101
		SP:Iteration 23Q (105038.440000 sec): 3 clusters
  Score: Raw -1887592.178638 + Penalty 3143.603710 = -1884448.574928
  nChanged 85
		SP:Iteration 24Q (105038.680000 sec): 3 clusters
  Score: Raw -1887610.097348 + Penalty 3143.603710 = -1884466.493638
  nChanged 82
		SP:Iteration 25Q (105038.950000 sec): 3 clusters
  Score: Raw -1887626.694668 + Penalty 3143.603710 = -1884483.090958
  nChanged 70
		SP:Iteration 26Q (105039.160000 sec): 3 clusters
  Score: Raw -1887638.781296 + Penalty 3143.603710 = -1884495.177586
  nChanged 75
		SP:Iteration 27Q (105039.420000 sec): 3 clusters
  Score: Raw -1887653.779700 + Penalty 3143.603710 = -1884510.175990
  nChanged 83
		SP:Iteration 28Q (105039.670000 sec): 3 clusters
  Score: Raw -1887672.427394 + Penalty 3143.603710 = -1884528.823684
  nChanged 74
		SP:Iteration 29Q (105039.900000 sec): 3 clusters
  Score: Raw -1887691.172734 + Penalty 3143.603710 = -1884547.569024
  nChanged 79
		SP:Iteration 30Q (105040.090000 sec): 3 clusters
  Score: Raw -1887710.160851 + Penalty 3143.603710 = -1884566.557141
  nChanged 82
		SP:Iteration 31Q (105040.330000 sec): 3 clusters
  Score: Raw -1887730.691262 + Penalty 3143.603710 = -1884587.087552
  nChanged 83
		SP:Iteration 32Q (105040.570000 sec): 3 clusters
  Score: Raw -1887752.152595 + Penalty 3143.603710 = -1884608.548885
  nChanged 101
		SP:Iteration 33Q (105040.840000 sec): 3 clusters
  Score: Raw -1887777.916399 + Penalty 3143.603710 = -1884634.312689
  nChanged 97
		SP:Iteration 34Q (105041.080000 sec): 3 clusters
  Score: Raw -1887800.124139 + Penalty 3143.603710 = -1884656.520429
  nChanged 88
		SP:Iteration 35Q (105041.320000 sec): 3 clusters
  Score: Raw -1887820.511950 + Penalty 3143.603710 = -1884676.908240
  nChanged 83
		SP:Iteration 36Q (105041.560000 sec): 3 clusters
  Score: Raw -1887838.544262 + Penalty 3143.603710 = -1884694.940552
  nChanged 79
		SP:Iteration 37Q (105041.790000 sec): 3 clusters
  Score: Raw -1887854.601737 + Penalty 3143.603710 = -1884710.998027
  nChanged 70
		SP:Iteration 38Q (105042.030000 sec): 3 clusters
  Score: Raw -1887868.160073 + Penalty 3143.603710 = -1884724.556363
  nChanged 66
		SP:Iteration 39Q (105042.260000 sec): 3 clusters
  Score: Raw -1887879.335753 + Penalty 3143.603710 = -1884735.732043
  nChanged 67
		SP:Iteration 40F (105042.490000 sec): 3 clusters
  Score: Raw -1887891.462932 + Penalty 3143.603710 = -1884747.859222
  nChanged 55
		SP:Iteration 41Q (105042.750000 sec): 3 clusters
  Score: Raw -1887899.592623 + Penalty 3143.603710 = -1884755.988913
  nChanged 53
		SP:Iteration 42Q (105042.980000 sec): 3 clusters
  Score: Raw -1887909.111845 + Penalty 3143.603710 = -1884765.508135
  nChanged 65
		SP:Iteration 43Q (105043.210000 sec): 3 clusters
  Score: Raw -1887922.098356 + Penalty 3143.603710 = -1884778.494646
  nChanged 63
		SP:Iteration 44Q (105043.450000 sec): 3 clusters
  Score: Raw -1887933.733720 + Penalty 3143.603710 = -1884790.130010
  nChanged 73
		SP:Iteration 45Q (105043.720000 sec): 3 clusters
  Score: Raw -1887946.899099 + Penalty 3143.603710 = -1884803.295389
  nChanged 71
		SP:Iteration 46Q (105043.970000 sec): 3 clusters
  Score: Raw -1887959.565940 + Penalty 3143.603710 = -1884815.962230
  nChanged 64
		SP:Iteration 47Q (105044.180000 sec): 3 clusters
  Score: Raw -1887970.845909 + Penalty 3143.603710 = -1884827.242199
  nChanged 62
		SP:Iteration 48Q (105044.440000 sec): 3 clusters
  Score: Raw -1887981.343866 + Penalty 3143.603710 = -1884837.740156
  nChanged 50
		SP:Iteration 49Q (105044.680000 sec): 3 clusters
  Score: Raw -1887990.251499 + Penalty 3143.603710 = -1884846.647789
  nChanged 63
		SP:Iteration 50Q (105044.920000 sec): 3 clusters
  Score: Raw -1888003.077875 + Penalty 3143.603710 = -1884859.474164
  nChanged 65
		SP:Iteration 51Q (105045.190000 sec): 3 clusters
  Score: Raw -1888014.867031 + Penalty 3143.603710 = -1884871.263321
  nChanged 47
		SP:Iteration 52Q (105045.390000 sec): 3 clusters
  Score: Raw -1888021.582028 + Penalty 3143.603710 = -1884877.978318
  nChanged 39
		SP:Iteration 53Q (105045.660000 sec): 3 clusters
  Score: Raw -1888027.491044 + Penalty 3143.603710 = -1884883.887334
  nChanged 36
		SP:Iteration 54Q (105045.880000 sec): 3 clusters
  Score: Raw -1888032.885137 + Penalty 3143.603710 = -1884889.281427
  nChanged 37
		SP:Iteration 55Q (105046.150000 sec): 3 clusters
  Score: Raw -1888037.934793 + Penalty 3143.603710 = -1884894.331083
  nChanged 34
		SP:Iteration 56Q (105046.350000 sec): 3 clusters
  Score: Raw -1888042.175678 + Penalty 3143.603710 = -1884898.571968
  nChanged 26
		SP:Iteration 57Q (105046.560000 sec): 3 clusters
  Score: Raw -1888045.017378 + Penalty 3143.603710 = -1884901.413668
  nChanged 34
		SP:Iteration 58Q (105046.780000 sec): 3 clusters
  Score: Raw -1888048.642693 + Penalty 3143.603710 = -1884905.038983
  nChanged 22
		SP:Iteration 59Q (105047.010000 sec): 3 clusters
  Score: Raw -1888050.722716 + Penalty 3143.603710 = -1884907.119006
  nChanged 23
		SP:Iteration 60F (105047.230000 sec): 3 clusters
  Score: Raw -1888053.125315 + Penalty 3143.603710 = -1884909.521605
  nChanged 26
		SP:Iteration 61Q (105047.480000 sec): 3 clusters
  Score: Raw -1888055.833557 + Penalty 3143.603710 = -1884912.229847
  nChanged 20
		SP:Iteration 62Q (105047.680000 sec): 3 clusters
  Score: Raw -1888057.341085 + Penalty 3143.603710 = -1884913.737375
  nChanged 14
		SP:Iteration 63Q (105047.910000 sec): 3 clusters
  Score: Raw -1888059.242060 + Penalty 3143.603710 = -1884915.638350
  nChanged 24
		SP:Iteration 64Q (105048.140000 sec): 3 clusters
  Score: Raw -1888062.398062 + Penalty 3143.603710 = -1884918.794352
  nChanged 24
		SP:Iteration 65Q (105048.400000 sec): 3 clusters
  Score: Raw -1888065.815432 + Penalty 3143.603710 = -1884922.211722
  nChanged 23
		SP:Iteration 66Q (105048.620000 sec): 3 clusters
  Score: Raw -1888068.143294 + Penalty 3143.603710 = -1884924.539584
  nChanged 19
		SP:Iteration 67Q (105048.890000 sec): 3 clusters
  Score: Raw -1888070.094447 + Penalty 3143.603710 = -1884926.490737
  nChanged 25
		SP:Iteration 68Q (105049.150000 sec): 3 clusters
  Score: Raw -1888072.529686 + Penalty 3143.603710 = -1884928.925976
  nChanged 23
		SP:Iteration 69Q (105049.380000 sec): 3 clusters
  Score: Raw -1888074.893957 + Penalty 3143.603710 = -1884931.290247
  nChanged 22
		SP:Iteration 70Q (105049.570000 sec): 3 clusters
  Score: Raw -1888076.963496 + Penalty 3143.603710 = -1884933.359786
  nChanged 19
		SP:Iteration 71Q (105049.830000 sec): 3 clusters
  Score: Raw -1888078.620538 + Penalty 3143.603710 = -1884935.016828
  nChanged 18
		SP:Iteration 72Q (105050.040000 sec): 3 clusters
  Score: Raw -1888080.143077 + Penalty 3143.603710 = -1884936.539367
  nChanged 19
		SP:Iteration 73Q (105050.300000 sec): 3 clusters
  Score: Raw -1888081.534289 + Penalty 3143.603710 = -1884937.930579
  nChanged 9
		SP:Iteration 74Q (105050.540000 sec): 3 clusters
  Score: Raw -1888082.125175 + Penalty 3143.603710 = -1884938.521465
  nChanged 10
		SP:Iteration 75Q (105050.780000 sec): 3 clusters
  Score: Raw -1888083.070260 + Penalty 3143.603710 = -1884939.466550
  nChanged 10
		SP:Iteration 76Q (105051.040000 sec): 3 clusters
  Score: Raw -1888084.034681 + Penalty 3143.603710 = -1884940.430971
  nChanged 13
		SP:Iteration 77Q (105051.260000 sec): 3 clusters
  Score: Raw -1888085.639134 + Penalty 3143.603710 = -1884942.035424
  nChanged 15
		SP:Iteration 78Q (105051.500000 sec): 3 clusters
  Score: Raw -1888086.808870 + Penalty 3143.603710 = -1884943.205160
  nChanged 14
		SP:Iteration 79Q (105051.760000 sec): 3 clusters
  Score: Raw -1888088.524981 + Penalty 3143.603710 = -1884944.921271
  nChanged 15
		SP:Iteration 80F (105052.000000 sec): 3 clusters
  Score: Raw -1888090.238179 + Penalty 3143.603710 = -1884946.634469
  nChanged 22
		SP:Iteration 81Q (105052.230000 sec): 3 clusters
  Score: Raw -1888092.176943 + Penalty 3143.603710 = -1884948.573233
  nChanged 17
		SP:Iteration 82Q (105052.480000 sec): 3 clusters
  Score: Raw -1888094.126166 + Penalty 3143.603710 = -1884950.522456
  nChanged 22
		SP:Iteration 83Q (105052.730000 sec): 3 clusters
  Score: Raw -1888096.738802 + Penalty 3143.603710 = -1884953.135092
  nChanged 23
		SP:Iteration 84Q (105052.960000 sec): 3 clusters
  Score: Raw -1888098.796175 + Penalty 3143.603710 = -1884955.192465
  nChanged 10
		SP:Iteration 85Q (105053.200000 sec): 3 clusters
  Score: Raw -1888099.480668 + Penalty 3143.603710 = -1884955.876957
  nChanged 9
		SP:Iteration 86Q (105053.440000 sec): 3 clusters
  Score: Raw -1888100.116006 + Penalty 3143.603710 = -1884956.512296
  nChanged 11
		SP:Iteration 87Q (105053.650000 sec): 3 clusters
  Score: Raw -1888100.863195 + Penalty 3143.603710 = -1884957.259485
  nChanged 8
		SP:Iteration 88Q (105053.890000 sec): 3 clusters
  Score: Raw -1888101.569439 + Penalty 3143.603710 = -1884957.965729
  nChanged 4
		SP:Iteration 89Q (105054.180000 sec): 3 clusters
  Score: Raw -1888101.913400 + Penalty 3143.603710 = -1884958.309690
  nChanged 9
		SP:Iteration 90Q (105054.380000 sec): 3 clusters
  Score: Raw -1888102.492688 + Penalty 3143.603710 = -1884958.888978
  nChanged 5
		SP:Iteration 91Q (105054.650000 sec): 3 clusters
  Score: Raw -1888102.842675 + Penalty 3143.603710 = -1884959.238965
  nChanged 6
		SP:Iteration 92Q (105054.860000 sec): 3 clusters
  Score: Raw -1888103.086367 + Penalty 3143.603710 = -1884959.482657
  nChanged 1
		SP:Iteration 93Q (105055.080000 sec): 3 clusters
  Score: Raw -1888103.101106 + Penalty 3143.603710 = -1884959.497396
  nChanged 0
		SP:Iteration 94F (105055.340000 sec): 3 clusters
  Score: Raw -1888103.101106 + Penalty 3143.603710 = -1884959.497396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 76 (3316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105055.490000 sec): 2 clusters
  Score: Raw -384409.607273 + Penalty 1317.308609 = -383092.298664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105055.680000 sec): 3 clusters
  Score: Raw -382769.926844 + Penalty 2634.617218 = -380135.309627
  nChanged 1287
		SP:Iteration 1F (105055.830000 sec): 3 clusters
  Score: Raw -383538.523760 + Penalty 2634.617218 = -380903.906542
  nChanged 288
		SP:Iteration 2F (105055.980000 sec): 3 clusters
  Score: Raw -383753.795121 + Penalty 2634.617218 = -381119.177903
  nChanged 225
		SP:Iteration 3F (105056.140000 sec): 3 clusters
  Score: Raw -383915.794776 + Penalty 2634.617218 = -381281.177558
  nChanged 172
		SP:Iteration 4F (105056.310000 sec): 3 clusters
  Score: Raw -384041.428501 + Penalty 2634.617218 = -381406.811283
  nChanged 149
		SP:Iteration 5Q (105056.470000 sec): 3 clusters
  Score: Raw -384137.709024 + Penalty 2634.617218 = -381503.091806
  nChanged 111
		SP:Iteration 6Q (105056.640000 sec): 3 clusters
  Score: Raw -384211.217846 + Penalty 2634.617218 = -381576.600629
  nChanged 99
		SP:Iteration 7Q (105056.810000 sec): 3 clusters
  Score: Raw -384264.478334 + Penalty 2634.617218 = -381629.861116
  nChanged 77
		SP:Iteration 8Q (105057.000000 sec): 3 clusters
  Score: Raw -384314.545754 + Penalty 2634.617218 = -381679.928537
  nChanged 72
		SP:Iteration 9Q (105057.190000 sec): 3 clusters
  Score: Raw -384352.147128 + Penalty 2634.617218 = -381717.529910
  nChanged 51
		SP:Iteration 10Q (105057.350000 sec): 3 clusters
  Score: Raw -384377.608624 + Penalty 2634.617218 = -381742.991406
  nChanged 38
		SP:Iteration 11Q (105057.520000 sec): 3 clusters
  Score: Raw -384391.912575 + Penalty 2634.617218 = -381757.295357
  nChanged 36
		SP:Iteration 12Q (105057.720000 sec): 3 clusters
  Score: Raw -384408.390323 + Penalty 2634.617218 = -381773.773105
  nChanged 31
		SP:Iteration 13Q (105057.910000 sec): 3 clusters
  Score: Raw -384421.042600 + Penalty 2634.617218 = -381786.425383
  nChanged 26
		SP:Iteration 14Q (105058.100000 sec): 3 clusters
  Score: Raw -384432.391336 + Penalty 2634.617218 = -381797.774118
  nChanged 22
		SP:Iteration 15Q (105058.310000 sec): 3 clusters
  Score: Raw -384439.595785 + Penalty 2634.617218 = -381804.978567
  nChanged 18
		SP:Iteration 16Q (105058.470000 sec): 3 clusters
  Score: Raw -384444.357991 + Penalty 2634.617218 = -381809.740773
  nChanged 8
		SP:Iteration 17Q (105058.690000 sec): 3 clusters
  Score: Raw -384446.661045 + Penalty 2634.617218 = -381812.043827
  nChanged 6
		SP:Iteration 18Q (105058.840000 sec): 3 clusters
  Score: Raw -384449.744293 + Penalty 2634.617218 = -381815.127075
  nChanged 14
		SP:Iteration 19Q (105059.050000 sec): 3 clusters
  Score: Raw -384455.613609 + Penalty 2634.617218 = -381820.996391
  nChanged 15
		SP:Iteration 20F (105059.200000 sec): 3 clusters
  Score: Raw -384462.978752 + Penalty 2634.617218 = -381828.361534
  nChanged 22
		SP:Iteration 21Q (105059.350000 sec): 3 clusters
  Score: Raw -384471.052736 + Penalty 2634.617218 = -381836.435519
  nChanged 13
		SP:Iteration 22Q (105059.530000 sec): 3 clusters
  Score: Raw -384475.151642 + Penalty 2634.617218 = -381840.534424
  nChanged 14
		SP:Iteration 23Q (105059.680000 sec): 3 clusters
  Score: Raw -384479.628190 + Penalty 2634.617218 = -381845.010972
  nChanged 12
		SP:Iteration 24Q (105059.830000 sec): 3 clusters
  Score: Raw -384483.795698 + Penalty 2634.617218 = -381849.178480
  nChanged 13
		SP:Iteration 25Q (105059.970000 sec): 3 clusters
  Score: Raw -384487.363631 + Penalty 2634.617218 = -381852.746413
  nChanged 12
		SP:Iteration 26Q (105060.120000 sec): 3 clusters
  Score: Raw -384491.256799 + Penalty 2634.617218 = -381856.639581
  nChanged 14
		SP:Iteration 27Q (105060.260000 sec): 3 clusters
  Score: Raw -384496.745720 + Penalty 2634.617218 = -381862.128502
  nChanged 18
		SP:Iteration 28Q (105060.450000 sec): 3 clusters
  Score: Raw -384503.628176 + Penalty 2634.617218 = -381869.010959
  nChanged 14
		SP:Iteration 29Q (105060.600000 sec): 3 clusters
  Score: Raw -384507.242460 + Penalty 2634.617218 = -381872.625242
  nChanged 14
		SP:Iteration 30Q (105060.780000 sec): 3 clusters
  Score: Raw -384510.753710 + Penalty 2634.617218 = -381876.136492
  nChanged 11
		SP:Iteration 31Q (105060.980000 sec): 3 clusters
  Score: Raw -384514.406251 + Penalty 2634.617218 = -381879.789033
  nChanged 12
		SP:Iteration 32Q (105061.170000 sec): 3 clusters
  Score: Raw -384518.179861 + Penalty 2634.617218 = -381883.562643
  nChanged 12
		SP:Iteration 33Q (105061.330000 sec): 3 clusters
  Score: Raw -384521.778009 + Penalty 2634.617218 = -381887.160791
  nChanged 10
		SP:Iteration 34Q (105061.520000 sec): 3 clusters
  Score: Raw -384526.082822 + Penalty 2634.617218 = -381891.465605
  nChanged 16
		SP:Iteration 35Q (105061.710000 sec): 3 clusters
  Score: Raw -384533.355560 + Penalty 2634.617218 = -381898.738342
  nChanged 17
		SP:Iteration 36Q (105061.870000 sec): 3 clusters
  Score: Raw -384540.898211 + Penalty 2634.617218 = -381906.280994
  nChanged 29
		SP:Iteration 37Q (105062.040000 sec): 3 clusters
  Score: Raw -384554.889638 + Penalty 2634.617218 = -381920.272420
  nChanged 33
		SP:Iteration 38Q (105062.250000 sec): 3 clusters
  Score: Raw -384566.899356 + Penalty 2634.617218 = -381932.282138
  nChanged 27
		SP:Iteration 39Q (105062.400000 sec): 3 clusters
  Score: Raw -384578.631233 + Penalty 2634.617218 = -381944.014016
  nChanged 23
		SP:Iteration 40F (105062.570000 sec): 3 clusters
  Score: Raw -384588.539295 + Penalty 2634.617218 = -381953.922078
  nChanged 27
		SP:Iteration 41Q (105062.740000 sec): 3 clusters
  Score: Raw -384597.208897 + Penalty 2634.617218 = -381962.591679
  nChanged 23
		SP:Iteration 42Q (105062.940000 sec): 3 clusters
  Score: Raw -384605.431896 + Penalty 2634.617218 = -381970.814678
  nChanged 18
		SP:Iteration 43Q (105063.120000 sec): 3 clusters
  Score: Raw -384612.552080 + Penalty 2634.617218 = -381977.934862
  nChanged 21
		SP:Iteration 44Q (105063.290000 sec): 3 clusters
  Score: Raw -384621.446760 + Penalty 2634.617218 = -381986.829542
  nChanged 16
		SP:Iteration 45Q (105063.460000 sec): 3 clusters
  Score: Raw -384626.015869 + Penalty 2634.617218 = -381991.398651
  nChanged 11
		SP:Iteration 46Q (105063.630000 sec): 3 clusters
  Score: Raw -384630.459404 + Penalty 2634.617218 = -381995.842187
  nChanged 10
		SP:Iteration 47Q (105063.840000 sec): 3 clusters
  Score: Raw -384635.223187 + Penalty 2634.617218 = -382000.605970
  nChanged 14
		SP:Iteration 48Q (105064.020000 sec): 3 clusters
  Score: Raw -384640.579386 + Penalty 2634.617218 = -382005.962168
  nChanged 22
		SP:Iteration 49Q (105064.170000 sec): 3 clusters
  Score: Raw -384649.651949 + Penalty 2634.617218 = -382015.034731
  nChanged 24
		SP:Iteration 50Q (105064.360000 sec): 3 clusters
  Score: Raw -384660.889789 + Penalty 2634.617218 = -382026.272572
  nChanged 27
		SP:Iteration 51Q (105064.590000 sec): 3 clusters
  Score: Raw -384672.386688 + Penalty 2634.617218 = -382037.769470
  nChanged 31
		SP:Iteration 52Q (105064.750000 sec): 3 clusters
  Score: Raw -384688.613126 + Penalty 2634.617218 = -382053.995909
  nChanged 30
		SP:Iteration 53Q (105064.920000 sec): 3 clusters
  Score: Raw -384699.845811 + Penalty 2634.617218 = -382065.228593
  nChanged 23
		SP:Iteration 54Q (105065.120000 sec): 3 clusters
  Score: Raw -384708.111212 + Penalty 2634.617218 = -382073.493995
  nChanged 18
		SP:Iteration 55Q (105065.240000 sec): 3 clusters
  Score: Raw -384716.245812 + Penalty 2634.617218 = -382081.628594
  nChanged 15
		SP:Iteration 56Q (105065.410000 sec): 3 clusters
  Score: Raw -384722.470504 + Penalty 2634.617218 = -382087.853286
  nChanged 18
		SP:Iteration 57Q (105065.630000 sec): 3 clusters
  Score: Raw -384727.806006 + Penalty 2634.617218 = -382093.188788
  nChanged 16
		SP:Iteration 58Q (105065.810000 sec): 3 clusters
  Score: Raw -384732.782497 + Penalty 2634.617218 = -382098.165279
  nChanged 16
		SP:Iteration 59Q (105065.960000 sec): 3 clusters
  Score: Raw -384741.264208 + Penalty 2634.617218 = -382106.646990
  nChanged 28
		SP:Iteration 60F (105066.140000 sec): 3 clusters
  Score: Raw -384750.520825 + Penalty 2634.617218 = -382115.903607
  nChanged 14
		SP:Iteration 61Q (105066.360000 sec): 3 clusters
  Score: Raw -384757.348260 + Penalty 2634.617218 = -382122.731042
  nChanged 22
		SP:Iteration 62Q (105066.500000 sec): 3 clusters
  Score: Raw -384766.232265 + Penalty 2634.617218 = -382131.615048
  nChanged 18
		SP:Iteration 63Q (105066.710000 sec): 3 clusters
  Score: Raw -384773.088870 + Penalty 2634.617218 = -382138.471652
  nChanged 17
		SP:Iteration 64Q (105066.910000 sec): 3 clusters
  Score: Raw -384779.746890 + Penalty 2634.617218 = -382145.129672
  nChanged 16
		SP:Iteration 65Q (105067.090000 sec): 3 clusters
  Score: Raw -384786.178435 + Penalty 2634.617218 = -382151.561217
  nChanged 14
		SP:Iteration 66Q (105067.310000 sec): 3 clusters
  Score: Raw -384791.265639 + Penalty 2634.617218 = -382156.648421
  nChanged 13
		SP:Iteration 67Q (105067.510000 sec): 3 clusters
  Score: Raw -384798.340501 + Penalty 2634.617218 = -382163.723284
  nChanged 19
		SP:Iteration 68Q (105067.680000 sec): 3 clusters
  Score: Raw -384810.122259 + Penalty 2634.617218 = -382175.505041
  nChanged 19
		SP:Iteration 69Q (105067.850000 sec): 3 clusters
  Score: Raw -384823.430667 + Penalty 2634.617218 = -382188.813449
  nChanged 27
		SP:Iteration 70Q (105068.030000 sec): 3 clusters
  Score: Raw -384837.371171 + Penalty 2634.617218 = -382202.753953
  nChanged 17
		SP:Iteration 71Q (105068.220000 sec): 3 clusters
  Score: Raw -384849.886691 + Penalty 2634.617218 = -382215.269473
  nChanged 21
		SP:Iteration 72Q (105068.440000 sec): 3 clusters
  Score: Raw -384864.137978 + Penalty 2634.617218 = -382229.520760
  nChanged 14
		SP:Iteration 73Q (105068.610000 sec): 3 clusters
  Score: Raw -384871.879356 + Penalty 2634.617218 = -382237.262138
  nChanged 16
		SP:Iteration 74Q (105068.770000 sec): 3 clusters
  Score: Raw -384879.254078 + Penalty 2634.617218 = -382244.636860
  nChanged 17
		SP:Iteration 75Q (105068.970000 sec): 3 clusters
  Score: Raw -384890.138784 + Penalty 2634.617218 = -382255.521566
  nChanged 20
		SP:Iteration 76Q (105069.170000 sec): 3 clusters
  Score: Raw -384903.408344 + Penalty 2634.617218 = -382268.791126
  nChanged 25
		SP:Iteration 77Q (105069.380000 sec): 3 clusters
  Score: Raw -384916.405627 + Penalty 2634.617218 = -382281.788410
  nChanged 27
		SP:Iteration 78Q (105069.540000 sec): 3 clusters
  Score: Raw -384929.947323 + Penalty 2634.617218 = -382295.330105
  nChanged 28
		SP:Iteration 79Q (105069.720000 sec): 3 clusters
  Score: Raw -384947.292042 + Penalty 2634.617218 = -382312.674824
  nChanged 31
		SP:Iteration 80F (105069.900000 sec): 3 clusters
  Score: Raw -384965.841111 + Penalty 2634.617218 = -382331.223894
  nChanged 33
		SP:Iteration 81Q (105070.130000 sec): 3 clusters
  Score: Raw -384982.663429 + Penalty 2634.617218 = -382348.046211
  nChanged 28
		SP:Iteration 82Q (105070.280000 sec): 3 clusters
  Score: Raw -384996.975446 + Penalty 2634.617218 = -382362.358229
  nChanged 20
		SP:Iteration 83Q (105070.470000 sec): 3 clusters
  Score: Raw -385008.010648 + Penalty 2634.617218 = -382373.393430
  nChanged 18
		SP:Iteration 84Q (105070.670000 sec): 3 clusters
  Score: Raw -385017.235103 + Penalty 2634.617218 = -382382.617885
  nChanged 18
		SP:Iteration 85Q (105070.860000 sec): 3 clusters
  Score: Raw -385030.201357 + Penalty 2634.617218 = -382395.584139
  nChanged 18
		SP:Iteration 86Q (105071.020000 sec): 3 clusters
  Score: Raw -385039.361680 + Penalty 2634.617218 = -382404.744462
  nChanged 17
		SP:Iteration 87Q (105071.220000 sec): 3 clusters
  Score: Raw -385047.394051 + Penalty 2634.617218 = -382412.776833
  nChanged 16
		SP:Iteration 88Q (105071.380000 sec): 3 clusters
  Score: Raw -385054.931365 + Penalty 2634.617218 = -382420.314147
  nChanged 10
		SP:Iteration 89Q (105071.550000 sec): 3 clusters
  Score: Raw -385058.810750 + Penalty 2634.617218 = -382424.193532
  nChanged 8
		SP:Iteration 90Q (105071.790000 sec): 3 clusters
  Score: Raw -385062.083957 + Penalty 2634.617218 = -382427.466739
  nChanged 7
		SP:Iteration 91Q (105071.970000 sec): 3 clusters
  Score: Raw -385064.805153 + Penalty 2634.617218 = -382430.187936
  nChanged 4
		SP:Iteration 92Q (105072.130000 sec): 3 clusters
  Score: Raw -385065.509230 + Penalty 2634.617218 = -382430.892012
  nChanged 1
		SP:Iteration 93Q (105072.360000 sec): 3 clusters
  Score: Raw -385066.515906 + Penalty 2634.617218 = -382431.898688
  nChanged 1
		SP:Iteration 94Q (105072.530000 sec): 3 clusters
  Score: Raw -385066.588451 + Penalty 2634.617218 = -382431.971233
  nChanged 1
		SP:Iteration 95Q (105072.710000 sec): 3 clusters
  Score: Raw -385066.745547 + Penalty 2634.617218 = -382432.128329
  nChanged 0
		SP:Iteration 96F (105072.940000 sec): 3 clusters
  Score: Raw -385066.745547 + Penalty 2634.617218 = -382432.128329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 77 (3100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105073.040000 sec): 2 clusters
  Score: Raw -364516.334558 + Penalty 1306.363076 = -363209.971482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105073.190000 sec): 3 clusters
  Score: Raw -363041.796897 + Penalty 2612.726152 = -360429.070745
  nChanged 1200
		SP:Iteration 1F (105073.350000 sec): 3 clusters
  Score: Raw -363785.089637 + Penalty 2612.726152 = -361172.363485
  nChanged 246
		SP:Iteration 2F (105073.520000 sec): 3 clusters
  Score: Raw -363943.289532 + Penalty 2612.726152 = -361330.563380
  nChanged 164
		SP:Iteration 3F (105073.720000 sec): 3 clusters
  Score: Raw -364045.321207 + Penalty 2612.726152 = -361432.595055
  nChanged 117
		SP:Iteration 4Q (105073.890000 sec): 3 clusters
  Score: Raw -364113.398929 + Penalty 2612.726152 = -361500.672777
  nChanged 94
		SP:Iteration 5Q (105074.090000 sec): 3 clusters
  Score: Raw -364175.224689 + Penalty 2612.726152 = -361562.498537
  nChanged 104
		SP:Iteration 6Q (105074.250000 sec): 3 clusters
  Score: Raw -364246.947464 + Penalty 2612.726152 = -361634.221312
  nChanged 94
		SP:Iteration 7Q (105074.400000 sec): 3 clusters
  Score: Raw -364306.705010 + Penalty 2612.726152 = -361693.978858
  nChanged 92
		SP:Iteration 8Q (105074.610000 sec): 3 clusters
  Score: Raw -364375.831536 + Penalty 2612.726152 = -361763.105384
  nChanged 98
		SP:Iteration 9Q (105074.770000 sec): 3 clusters
  Score: Raw -364474.524605 + Penalty 2612.726152 = -361861.798453
  nChanged 115
		SP:Iteration 10Q (105074.920000 sec): 3 clusters
  Score: Raw -364590.453115 + Penalty 2612.726152 = -361977.726963
  nChanged 120
		SP:Iteration 11Q (105075.090000 sec): 3 clusters
  Score: Raw -364701.185617 + Penalty 2612.726152 = -362088.459465
  nChanged 118
		SP:Iteration 12Q (105075.260000 sec): 3 clusters
  Score: Raw -364803.863628 + Penalty 2612.726152 = -362191.137476
  nChanged 105
		SP:Iteration 13Q (105075.440000 sec): 3 clusters
  Score: Raw -364890.718556 + Penalty 2612.726152 = -362277.992404
  nChanged 86
		SP:Iteration 14Q (105075.640000 sec): 3 clusters
  Score: Raw -364942.575335 + Penalty 2612.726152 = -362329.849183
  nChanged 67
		SP:Iteration 15Q (105075.830000 sec): 3 clusters
  Score: Raw -364986.309204 + Penalty 2612.726152 = -362373.583052
  nChanged 53
		SP:Iteration 16Q (105076.000000 sec): 3 clusters
  Score: Raw -365019.258461 + Penalty 2612.726152 = -362406.532309
  nChanged 40
		SP:Iteration 17Q (105076.170000 sec): 3 clusters
  Score: Raw -365042.519615 + Penalty 2612.726152 = -362429.793463
  nChanged 35
		SP:Iteration 18Q (105076.380000 sec): 3 clusters
  Score: Raw -365060.542055 + Penalty 2612.726152 = -362447.815903
  nChanged 28
		SP:Iteration 19Q (105076.540000 sec): 3 clusters
  Score: Raw -365073.699210 + Penalty 2612.726152 = -362460.973058
  nChanged 18
		SP:Iteration 20F (105076.740000 sec): 3 clusters
  Score: Raw -365081.286424 + Penalty 2612.726152 = -362468.560272
  nChanged 14
		SP:Iteration 21Q (105076.950000 sec): 3 clusters
  Score: Raw -365087.466832 + Penalty 2612.726152 = -362474.740680
  nChanged 15
		SP:Iteration 22Q (105077.120000 sec): 3 clusters
  Score: Raw -365093.582599 + Penalty 2612.726152 = -362480.856447
  nChanged 8
		SP:Iteration 23Q (105077.270000 sec): 3 clusters
  Score: Raw -365096.781869 + Penalty 2612.726152 = -362484.055717
  nChanged 8
		SP:Iteration 24Q (105077.460000 sec): 3 clusters
  Score: Raw -365099.482086 + Penalty 2612.726152 = -362486.755934
  nChanged 8
		SP:Iteration 25Q (105077.610000 sec): 3 clusters
  Score: Raw -365101.237775 + Penalty 2612.726152 = -362488.511623
  nChanged 7
		SP:Iteration 26Q (105077.770000 sec): 3 clusters
  Score: Raw -365103.678243 + Penalty 2612.726152 = -362490.952091
  nChanged 4
		SP:Iteration 27Q (105077.970000 sec): 3 clusters
  Score: Raw -365105.524146 + Penalty 2612.726152 = -362492.797994
  nChanged 8
		SP:Iteration 28Q (105078.120000 sec): 3 clusters
  Score: Raw -365109.641329 + Penalty 2612.726152 = -362496.915177
  nChanged 5
		SP:Iteration 29Q (105078.320000 sec): 3 clusters
  Score: Raw -365111.638944 + Penalty 2612.726152 = -362498.912792
  nChanged 6
		SP:Iteration 30Q (105078.500000 sec): 3 clusters
  Score: Raw -365114.144609 + Penalty 2612.726152 = -362501.418457
  nChanged 8
		SP:Iteration 31Q (105078.690000 sec): 3 clusters
  Score: Raw -365117.986139 + Penalty 2612.726152 = -362505.259987
  nChanged 13
		SP:Iteration 32Q (105078.880000 sec): 3 clusters
  Score: Raw -365123.531317 + Penalty 2612.726152 = -362510.805166
  nChanged 14
		SP:Iteration 33Q (105079.100000 sec): 3 clusters
  Score: Raw -365131.130656 + Penalty 2612.726152 = -362518.404504
  nChanged 15
		SP:Iteration 34Q (105079.230000 sec): 3 clusters
  Score: Raw -365135.714049 + Penalty 2612.726152 = -362522.987897
  nChanged 9
		SP:Iteration 35Q (105079.420000 sec): 3 clusters
  Score: Raw -365139.145137 + Penalty 2612.726152 = -362526.418985
  nChanged 7
		SP:Iteration 36Q (105079.570000 sec): 3 clusters
  Score: Raw -365140.704374 + Penalty 2612.726152 = -362527.978223
  nChanged 4
		SP:Iteration 37Q (105079.740000 sec): 3 clusters
  Score: Raw -365141.571951 + Penalty 2612.726152 = -362528.845799
  nChanged 1
		SP:Iteration 38Q (105079.930000 sec): 3 clusters
  Score: Raw -365141.678065 + Penalty 2612.726152 = -362528.951914
  nChanged 1
		SP:Iteration 39Q (105080.130000 sec): 3 clusters
  Score: Raw -365142.247482 + Penalty 2612.726152 = -362529.521330
  nChanged 2
		SP:Iteration 40F (105080.300000 sec): 3 clusters
  Score: Raw -365142.633042 + Penalty 2612.726152 = -362529.906890
  nChanged 1
		SP:Iteration 41Q (105080.470000 sec): 3 clusters
  Score: Raw -365142.907554 + Penalty 2612.726152 = -362530.181402
  nChanged 1
		SP:Iteration 42Q (105080.630000 sec): 3 clusters
  Score: Raw -365143.299476 + Penalty 2612.726152 = -362530.573324
  nChanged 2
		SP:Iteration 43Q (105080.820000 sec): 3 clusters
  Score: Raw -365144.248548 + Penalty 2612.726152 = -362531.522396
  nChanged 3
		SP:Iteration 44Q (105080.990000 sec): 3 clusters
  Score: Raw -365144.852281 + Penalty 2612.726152 = -362532.126129
  nChanged 1
		SP:Iteration 45Q (105081.170000 sec): 3 clusters
  Score: Raw -365145.127111 + Penalty 2612.726152 = -362532.400959
  nChanged 2
		SP:Iteration 46Q (105081.360000 sec): 3 clusters
  Score: Raw -365145.499173 + Penalty 2612.726152 = -362532.773021
  nChanged 3
		SP:Iteration 47Q (105081.520000 sec): 3 clusters
  Score: Raw -365145.817066 + Penalty 2612.726152 = -362533.090914
  nChanged 0
		SP:Iteration 48F (105081.690000 sec): 3 clusters
  Score: Raw -365145.817066 + Penalty 2612.726152 = -362533.090914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 78 (2531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105081.800000 sec): 2 clusters
  Score: Raw -282807.872938 + Penalty 1273.410086 = -281534.462852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105082.010000 sec): 3 clusters
  Score: Raw -281653.714099 + Penalty 2546.820172 = -279106.893927
  nChanged 912
		SP:Iteration 1F (105082.170000 sec): 3 clusters
  Score: Raw -282269.093167 + Penalty 2546.820172 = -279722.272994
  nChanged 213
		SP:Iteration 2F (105082.360000 sec): 3 clusters
  Score: Raw -282462.937915 + Penalty 2546.820172 = -279916.117742
  nChanged 172
		SP:Iteration 3F (105082.530000 sec): 3 clusters
  Score: Raw -282603.994805 + Penalty 2546.820172 = -280057.174633
  nChanged 127
		SP:Iteration 4F (105082.720000 sec): 3 clusters
  Score: Raw -282718.354915 + Penalty 2546.820172 = -280171.534743
  nChanged 104
		SP:Iteration 5Q (105082.880000 sec): 3 clusters
  Score: Raw -282824.904301 + Penalty 2546.820172 = -280278.084128
  nChanged 94
		SP:Iteration 6Q (105083.040000 sec): 3 clusters
  Score: Raw -282901.509727 + Penalty 2546.820172 = -280354.689555
  nChanged 84
		SP:Iteration 7Q (105083.250000 sec): 3 clusters
  Score: Raw -282960.837062 + Penalty 2546.820172 = -280414.016890
  nChanged 77
		SP:Iteration 8Q (105083.430000 sec): 3 clusters
  Score: Raw -283014.901415 + Penalty 2546.820172 = -280468.081243
  nChanged 68
		SP:Iteration 9Q (105083.630000 sec): 3 clusters
  Score: Raw -283062.315310 + Penalty 2546.820172 = -280515.495138
  nChanged 68
		SP:Iteration 10Q (105083.780000 sec): 3 clusters
  Score: Raw -283111.360806 + Penalty 2546.820172 = -280564.540634
  nChanged 59
		SP:Iteration 11Q (105083.950000 sec): 3 clusters
  Score: Raw -283150.630451 + Penalty 2546.820172 = -280603.810279
  nChanged 50
		SP:Iteration 12Q (105084.120000 sec): 3 clusters
  Score: Raw -283206.133858 + Penalty 2546.820172 = -280659.313686
  nChanged 54
		SP:Iteration 13Q (105084.260000 sec): 3 clusters
  Score: Raw -283259.799206 + Penalty 2546.820172 = -280712.979034
  nChanged 56
		SP:Iteration 14Q (105084.440000 sec): 3 clusters
  Score: Raw -283312.178889 + Penalty 2546.820172 = -280765.358717
  nChanged 50
		SP:Iteration 15Q (105084.660000 sec): 3 clusters
  Score: Raw -283342.633636 + Penalty 2546.820172 = -280795.813464
  nChanged 34
		SP:Iteration 16Q (105084.840000 sec): 3 clusters
  Score: Raw -283362.241882 + Penalty 2546.820172 = -280815.421709
  nChanged 28
		SP:Iteration 17Q (105085.030000 sec): 3 clusters
  Score: Raw -283377.241186 + Penalty 2546.820172 = -280830.421014
  nChanged 36
		SP:Iteration 18Q (105085.200000 sec): 3 clusters
  Score: Raw -283402.526093 + Penalty 2546.820172 = -280855.705921
  nChanged 30
		SP:Iteration 19Q (105085.370000 sec): 3 clusters
  Score: Raw -283418.328624 + Penalty 2546.820172 = -280871.508452
  nChanged 21
		SP:Iteration 20F (105085.570000 sec): 3 clusters
  Score: Raw -283430.914364 + Penalty 2546.820172 = -280884.094191
  nChanged 14
		SP:Iteration 21Q (105085.770000 sec): 3 clusters
  Score: Raw -283443.228858 + Penalty 2546.820172 = -280896.408686
  nChanged 13
		SP:Iteration 22Q (105085.920000 sec): 3 clusters
  Score: Raw -283452.108698 + Penalty 2546.820172 = -280905.288526
  nChanged 16
		SP:Iteration 23Q (105086.130000 sec): 3 clusters
  Score: Raw -283461.848832 + Penalty 2546.820172 = -280915.028660
  nChanged 17
		SP:Iteration 24Q (105086.280000 sec): 3 clusters
  Score: Raw -283470.056366 + Penalty 2546.820172 = -280923.236194
  nChanged 13
		SP:Iteration 25Q (105086.470000 sec): 3 clusters
  Score: Raw -283478.111638 + Penalty 2546.820172 = -280931.291466
  nChanged 13
		SP:Iteration 26Q (105086.660000 sec): 3 clusters
  Score: Raw -283486.242031 + Penalty 2546.820172 = -280939.421859
  nChanged 13
		SP:Iteration 27Q (105086.860000 sec): 3 clusters
  Score: Raw -283496.654396 + Penalty 2546.820172 = -280949.834224
  nChanged 11
		SP:Iteration 28Q (105087.070000 sec): 3 clusters
  Score: Raw -283501.700540 + Penalty 2546.820172 = -280954.880368
  nChanged 6
		SP:Iteration 29Q (105087.210000 sec): 3 clusters
  Score: Raw -283504.397208 + Penalty 2546.820172 = -280957.577036
  nChanged 3
		SP:Iteration 30Q (105087.360000 sec): 3 clusters
  Score: Raw -283506.056139 + Penalty 2546.820172 = -280959.235967
  nChanged 4
		SP:Iteration 31Q (105087.540000 sec): 3 clusters
  Score: Raw -283506.936194 + Penalty 2546.820172 = -280960.116022
  nChanged 3
		SP:Iteration 32Q (105087.730000 sec): 3 clusters
  Score: Raw -283508.213300 + Penalty 2546.820172 = -280961.393128
  nChanged 6
		SP:Iteration 33Q (105087.900000 sec): 3 clusters
  Score: Raw -283513.496541 + Penalty 2546.820172 = -280966.676369
  nChanged 2
		SP:Iteration 34Q (105088.090000 sec): 3 clusters
  Score: Raw -283514.069313 + Penalty 2546.820172 = -280967.249141
  nChanged 2
		SP:Iteration 35Q (105088.260000 sec): 3 clusters
  Score: Raw -283515.317469 + Penalty 2546.820172 = -280968.497297
  nChanged 2
		SP:Iteration 36Q (105088.420000 sec): 3 clusters
  Score: Raw -283516.241231 + Penalty 2546.820172 = -280969.421059
  nChanged 2
		SP:Iteration 37Q (105088.610000 sec): 3 clusters
  Score: Raw -283517.521870 + Penalty 2546.820172 = -280970.701698
  nChanged 1
		SP:Iteration 38Q (105088.770000 sec): 3 clusters
  Score: Raw -283518.016228 + Penalty 2546.820172 = -280971.196056
  nChanged 1
		SP:Iteration 39Q (105088.970000 sec): 3 clusters
  Score: Raw -283518.197307 + Penalty 2546.820172 = -280971.377135
  nChanged 0
		SP:Iteration 40F (105089.160000 sec): 3 clusters
  Score: Raw -283518.197307 + Penalty 2546.820172 = -280971.377135
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 79 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105089.290000 sec): 2 clusters
  Score: Raw -228458.785867 + Penalty 1228.766784 = -227230.019084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105089.460000 sec): 3 clusters
  Score: Raw -227650.355788 + Penalty 2457.533567 = -225192.822221
  nChanged 653
		SP:Iteration 1F (105089.660000 sec): 3 clusters
  Score: Raw -228053.187085 + Penalty 2457.533567 = -225595.653518
  nChanged 162
		SP:Iteration 2F (105089.800000 sec): 3 clusters
  Score: Raw -228155.885133 + Penalty 2457.533567 = -225698.351566
  nChanged 76
		SP:Iteration 3Q (105089.980000 sec): 3 clusters
  Score: Raw -228222.754192 + Penalty 2457.533567 = -225765.220624
  nChanged 73
		SP:Iteration 4Q (105090.170000 sec): 3 clusters
  Score: Raw -228285.785692 + Penalty 2457.533567 = -225828.252124
  nChanged 63
		SP:Iteration 5Q (105090.370000 sec): 3 clusters
  Score: Raw -228332.946248 + Penalty 2457.533567 = -225875.412680
  nChanged 51
		SP:Iteration 6Q (105090.540000 sec): 3 clusters
  Score: Raw -228369.258462 + Penalty 2457.533567 = -225911.724894
  nChanged 41
		SP:Iteration 7Q (105090.730000 sec): 3 clusters
  Score: Raw -228395.933672 + Penalty 2457.533567 = -225938.400105
  nChanged 32
		SP:Iteration 8Q (105090.950000 sec): 3 clusters
  Score: Raw -228423.869141 + Penalty 2457.533567 = -225966.335574
  nChanged 39
		SP:Iteration 9Q (105091.090000 sec): 3 clusters
  Score: Raw -228455.600752 + Penalty 2457.533567 = -225998.067184
  nChanged 30
		SP:Iteration 10Q (105091.280000 sec): 3 clusters
  Score: Raw -228480.970042 + Penalty 2457.533567 = -226023.436474
  nChanged 39
		SP:Iteration 11Q (105091.460000 sec): 3 clusters
  Score: Raw -228508.701185 + Penalty 2457.533567 = -226051.167618
  nChanged 38
		SP:Iteration 12Q (105091.670000 sec): 3 clusters
  Score: Raw -228539.767348 + Penalty 2457.533567 = -226082.233781
  nChanged 37
		SP:Iteration 13Q (105091.830000 sec): 3 clusters
  Score: Raw -228576.938854 + Penalty 2457.533567 = -226119.405286
  nChanged 48
		SP:Iteration 14Q (105092.010000 sec): 3 clusters
  Score: Raw -228623.755369 + Penalty 2457.533567 = -226166.221801
  nChanged 40
		SP:Iteration 15Q (105092.230000 sec): 3 clusters
  Score: Raw -228660.490951 + Penalty 2457.533567 = -226202.957384
  nChanged 34
		SP:Iteration 16Q (105092.370000 sec): 3 clusters
  Score: Raw -228685.879575 + Penalty 2457.533567 = -226228.346008
  nChanged 29
		SP:Iteration 17Q (105092.570000 sec): 3 clusters
  Score: Raw -228707.187738 + Penalty 2457.533567 = -226249.654171
  nChanged 20
		SP:Iteration 18Q (105092.750000 sec): 3 clusters
  Score: Raw -228725.015734 + Penalty 2457.533567 = -226267.482167
  nChanged 24
		SP:Iteration 19Q (105092.960000 sec): 3 clusters
  Score: Raw -228751.571513 + Penalty 2457.533567 = -226294.037946
  nChanged 26
		SP:Iteration 20F (105093.100000 sec): 3 clusters
  Score: Raw -228773.186783 + Penalty 2457.533567 = -226315.653216
  nChanged 23
		SP:Iteration 21Q (105093.260000 sec): 3 clusters
  Score: Raw -228792.402237 + Penalty 2457.533567 = -226334.868669
  nChanged 13
		SP:Iteration 22Q (105093.420000 sec): 3 clusters
  Score: Raw -228802.912981 + Penalty 2457.533567 = -226345.379413
  nChanged 14
		SP:Iteration 23Q (105093.610000 sec): 3 clusters
  Score: Raw -228810.471959 + Penalty 2457.533567 = -226352.938392
  nChanged 14
		SP:Iteration 24Q (105093.780000 sec): 3 clusters
  Score: Raw -228818.664140 + Penalty 2457.533567 = -226361.130573
  nChanged 7
		SP:Iteration 25Q (105093.980000 sec): 3 clusters
  Score: Raw -228822.769773 + Penalty 2457.533567 = -226365.236206
  nChanged 6
		SP:Iteration 26Q (105094.130000 sec): 3 clusters
  Score: Raw -228825.211495 + Penalty 2457.533567 = -226367.677928
  nChanged 8
		SP:Iteration 27Q (105094.330000 sec): 3 clusters
  Score: Raw -228828.359997 + Penalty 2457.533567 = -226370.826430
  nChanged 2
		SP:Iteration 28Q (105094.490000 sec): 3 clusters
  Score: Raw -228828.750348 + Penalty 2457.533567 = -226371.216781
  nChanged 1
		SP:Iteration 29Q (105094.670000 sec): 3 clusters
  Score: Raw -228829.244581 + Penalty 2457.533567 = -226371.711013
  nChanged 0
		SP:Iteration 30F (105094.830000 sec): 3 clusters
  Score: Raw -228829.244581 + Penalty 2457.533567 = -226371.711013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 80 (3639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105094.910000 sec): 2 clusters
  Score: Raw -426818.458325 + Penalty 1332.412932 = -425486.045393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105095.060000 sec): 3 clusters
  Score: Raw -425027.249010 + Penalty 2664.825864 = -422362.423145
  nChanged 1468
		SP:Iteration 1F (105095.220000 sec): 3 clusters
  Score: Raw -425967.969992 + Penalty 2664.825864 = -423303.144128
  nChanged 312
		SP:Iteration 2F (105095.410000 sec): 3 clusters
  Score: Raw -426322.462409 + Penalty 2664.825864 = -423657.636545
  nChanged 273
		SP:Iteration 3F (105095.610000 sec): 3 clusters
  Score: Raw -426608.005014 + Penalty 2664.825864 = -423943.179150
  nChanged 245
		SP:Iteration 4F (105095.770000 sec): 3 clusters
  Score: Raw -426852.884635 + Penalty 2664.825864 = -424188.058771
  nChanged 193
		SP:Iteration 5F (105095.960000 sec): 3 clusters
  Score: Raw -427018.163716 + Penalty 2664.825864 = -424353.337852
  nChanged 137
		SP:Iteration 6Q (105096.110000 sec): 3 clusters
  Score: Raw -427111.528652 + Penalty 2664.825864 = -424446.702787
  nChanged 117
		SP:Iteration 7Q (105096.320000 sec): 3 clusters
  Score: Raw -427180.314253 + Penalty 2664.825864 = -424515.488389
  nChanged 76
		SP:Iteration 8Q (105096.510000 sec): 3 clusters
  Score: Raw -427234.124627 + Penalty 2664.825864 = -424569.298763
  nChanged 68
		SP:Iteration 9Q (105096.710000 sec): 3 clusters
  Score: Raw -427279.769553 + Penalty 2664.825864 = -424614.943689
  nChanged 70
		SP:Iteration 10Q (105096.890000 sec): 3 clusters
  Score: Raw -427319.371672 + Penalty 2664.825864 = -424654.545808
  nChanged 61
		SP:Iteration 11Q (105097.130000 sec): 3 clusters
  Score: Raw -427351.040478 + Penalty 2664.825864 = -424686.214614
  nChanged 55
		SP:Iteration 12Q (105097.300000 sec): 3 clusters
  Score: Raw -427380.443006 + Penalty 2664.825864 = -424715.617142
  nChanged 52
		SP:Iteration 13Q (105097.450000 sec): 3 clusters
  Score: Raw -427412.035575 + Penalty 2664.825864 = -424747.209711
  nChanged 53
		SP:Iteration 14Q (105097.650000 sec): 3 clusters
  Score: Raw -427438.096622 + Penalty 2664.825864 = -424773.270758
  nChanged 29
		SP:Iteration 15Q (105097.790000 sec): 3 clusters
  Score: Raw -427449.123713 + Penalty 2664.825864 = -424784.297849
  nChanged 27
		SP:Iteration 16Q (105097.950000 sec): 3 clusters
  Score: Raw -427460.138036 + Penalty 2664.825864 = -424795.312171
  nChanged 28
		SP:Iteration 17Q (105098.150000 sec): 3 clusters
  Score: Raw -427471.686307 + Penalty 2664.825864 = -424806.860443
  nChanged 21
		SP:Iteration 18Q (105098.350000 sec): 3 clusters
  Score: Raw -427478.474492 + Penalty 2664.825864 = -424813.648628
  nChanged 15
		SP:Iteration 19Q (105098.490000 sec): 3 clusters
  Score: Raw -427483.070198 + Penalty 2664.825864 = -424818.244334
  nChanged 13
		SP:Iteration 20F (105098.670000 sec): 3 clusters
  Score: Raw -427486.661207 + Penalty 2664.825864 = -424821.835343
  nChanged 8
		SP:Iteration 21Q (105098.850000 sec): 3 clusters
  Score: Raw -427489.358936 + Penalty 2664.825864 = -424824.533072
  nChanged 6
		SP:Iteration 22Q (105099.030000 sec): 3 clusters
  Score: Raw -427491.052795 + Penalty 2664.825864 = -424826.226931
  nChanged 5
		SP:Iteration 23Q (105099.210000 sec): 3 clusters
  Score: Raw -427493.270023 + Penalty 2664.825864 = -424828.444159
  nChanged 9
		SP:Iteration 24Q (105099.410000 sec): 3 clusters
  Score: Raw -427496.954150 + Penalty 2664.825864 = -424832.128286
  nChanged 7
		SP:Iteration 25Q (105099.610000 sec): 3 clusters
  Score: Raw -427498.914148 + Penalty 2664.825864 = -424834.088284
  nChanged 7
		SP:Iteration 26Q (105099.810000 sec): 3 clusters
  Score: Raw -427501.735266 + Penalty 2664.825864 = -424836.909402
  nChanged 7
		SP:Iteration 27Q (105099.990000 sec): 3 clusters
  Score: Raw -427503.837798 + Penalty 2664.825864 = -424839.011934
  nChanged 10
		SP:Iteration 28Q (105100.130000 sec): 3 clusters
  Score: Raw -427505.671363 + Penalty 2664.825864 = -424840.845499
  nChanged 5
		SP:Iteration 29Q (105100.380000 sec): 3 clusters
  Score: Raw -427506.524232 + Penalty 2664.825864 = -424841.698368
  nChanged 6
		SP:Iteration 30Q (105100.550000 sec): 3 clusters
  Score: Raw -427508.368377 + Penalty 2664.825864 = -424843.542513
  nChanged 5
		SP:Iteration 31Q (105100.750000 sec): 3 clusters
  Score: Raw -427510.239617 + Penalty 2664.825864 = -424845.413752
  nChanged 7
		SP:Iteration 32Q (105100.950000 sec): 3 clusters
  Score: Raw -427512.227753 + Penalty 2664.825864 = -424847.401889
  nChanged 4
		SP:Iteration 33Q (105101.140000 sec): 3 clusters
  Score: Raw -427512.963626 + Penalty 2664.825864 = -424848.137762
  nChanged 3
		SP:Iteration 34Q (105101.320000 sec): 3 clusters
  Score: Raw -427513.745161 + Penalty 2664.825864 = -424848.919296
  nChanged 5
		SP:Iteration 35Q (105101.480000 sec): 3 clusters
  Score: Raw -427515.453142 + Penalty 2664.825864 = -424850.627277
  nChanged 4
		SP:Iteration 36Q (105101.680000 sec): 3 clusters
  Score: Raw -427516.373678 + Penalty 2664.825864 = -424851.547814
  nChanged 3
		SP:Iteration 37Q (105101.830000 sec): 3 clusters
  Score: Raw -427517.233535 + Penalty 2664.825864 = -424852.407670
  nChanged 7
		SP:Iteration 38Q (105101.990000 sec): 3 clusters
  Score: Raw -427518.978259 + Penalty 2664.825864 = -424854.152394
  nChanged 4
		SP:Iteration 39Q (105102.160000 sec): 3 clusters
  Score: Raw -427520.183862 + Penalty 2664.825864 = -424855.357997
  nChanged 3
		SP:Iteration 40F (105102.310000 sec): 3 clusters
  Score: Raw -427520.894768 + Penalty 2664.825864 = -424856.068904
  nChanged 6
		SP:Iteration 41Q (105102.540000 sec): 3 clusters
  Score: Raw -427523.051886 + Penalty 2664.825864 = -424858.226021
  nChanged 4
		SP:Iteration 42Q (105102.680000 sec): 3 clusters
  Score: Raw -427524.983717 + Penalty 2664.825864 = -424860.157853
  nChanged 7
		SP:Iteration 43Q (105102.880000 sec): 3 clusters
  Score: Raw -427527.774424 + Penalty 2664.825864 = -424862.948560
  nChanged 14
		SP:Iteration 44Q (105103.100000 sec): 3 clusters
  Score: Raw -427533.736915 + Penalty 2664.825864 = -424868.911051
  nChanged 9
		SP:Iteration 45Q (105103.300000 sec): 3 clusters
  Score: Raw -427536.029272 + Penalty 2664.825864 = -424871.203407
  nChanged 3
		SP:Iteration 46Q (105103.510000 sec): 3 clusters
  Score: Raw -427536.956629 + Penalty 2664.825864 = -424872.130765
  nChanged 4
		SP:Iteration 47Q (105103.660000 sec): 3 clusters
  Score: Raw -427538.955732 + Penalty 2664.825864 = -424874.129867
  nChanged 5
		SP:Iteration 48Q (105103.840000 sec): 3 clusters
  Score: Raw -427540.921998 + Penalty 2664.825864 = -424876.096133
  nChanged 6
		SP:Iteration 49Q (105104.070000 sec): 3 clusters
  Score: Raw -427542.589971 + Penalty 2664.825864 = -424877.764107
  nChanged 4
		SP:Iteration 50Q (105104.240000 sec): 3 clusters
  Score: Raw -427543.219210 + Penalty 2664.825864 = -424878.393346
  nChanged 1
		SP:Iteration 51Q (105104.400000 sec): 3 clusters
  Score: Raw -427543.322043 + Penalty 2664.825864 = -424878.496179
  nChanged 1
		SP:Iteration 52Q (105104.570000 sec): 3 clusters
  Score: Raw -427543.488604 + Penalty 2664.825864 = -424878.662739
  nChanged 0
		SP:Iteration 53F (105104.770000 sec): 3 clusters
  Score: Raw -427543.488604 + Penalty 2664.825864 = -424878.662739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 81 (2889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105104.900000 sec): 2 clusters
  Score: Raw -338464.173013 + Penalty 1294.908176 = -337169.264837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105105.060000 sec): 3 clusters
  Score: Raw -337077.429948 + Penalty 2589.816353 = -334487.613595
  nChanged 1115
		SP:Iteration 1F (105105.240000 sec): 3 clusters
  Score: Raw -337758.509931 + Penalty 2589.816353 = -335168.693579
  nChanged 233
		SP:Iteration 2F (105105.400000 sec): 3 clusters
  Score: Raw -337949.523650 + Penalty 2589.816353 = -335359.707297
  nChanged 195
		SP:Iteration 3F (105105.580000 sec): 3 clusters
  Score: Raw -338128.839760 + Penalty 2589.816353 = -335539.023408
  nChanged 174
		SP:Iteration 4F (105105.740000 sec): 3 clusters
  Score: Raw -338259.539433 + Penalty 2589.816353 = -335669.723080
  nChanged 116
		SP:Iteration 5Q (105105.940000 sec): 3 clusters
  Score: Raw -338357.076094 + Penalty 2589.816353 = -335767.259741
  nChanged 118
		SP:Iteration 6Q (105106.110000 sec): 3 clusters
  Score: Raw -338442.046020 + Penalty 2589.816353 = -335852.229667
  nChanged 88
		SP:Iteration 7Q (105106.340000 sec): 3 clusters
  Score: Raw -338495.973241 + Penalty 2589.816353 = -335906.156889
  nChanged 76
		SP:Iteration 8Q (105106.530000 sec): 3 clusters
  Score: Raw -338540.060014 + Penalty 2589.816353 = -335950.243662
  nChanged 60
		SP:Iteration 9Q (105106.670000 sec): 3 clusters
  Score: Raw -338570.602750 + Penalty 2589.816353 = -335980.786397
  nChanged 47
		SP:Iteration 10Q (105106.860000 sec): 3 clusters
  Score: Raw -338590.943138 + Penalty 2589.816353 = -336001.126785
  nChanged 39
		SP:Iteration 11Q (105107.050000 sec): 3 clusters
  Score: Raw -338615.264250 + Penalty 2589.816353 = -336025.447898
  nChanged 48
		SP:Iteration 12Q (105107.230000 sec): 3 clusters
  Score: Raw -338637.438102 + Penalty 2589.816353 = -336047.621749
  nChanged 53
		SP:Iteration 13Q (105107.390000 sec): 3 clusters
  Score: Raw -338667.552276 + Penalty 2589.816353 = -336077.735923
  nChanged 50
		SP:Iteration 14Q (105107.580000 sec): 3 clusters
  Score: Raw -338694.611442 + Penalty 2589.816353 = -336104.795090
  nChanged 40
		SP:Iteration 15Q (105107.760000 sec): 3 clusters
  Score: Raw -338716.411440 + Penalty 2589.816353 = -336126.595087
  nChanged 39
		SP:Iteration 16Q (105107.890000 sec): 3 clusters
  Score: Raw -338741.266519 + Penalty 2589.816353 = -336151.450167
  nChanged 29
		SP:Iteration 17Q (105108.080000 sec): 3 clusters
  Score: Raw -338757.056932 + Penalty 2589.816353 = -336167.240579
  nChanged 36
		SP:Iteration 18Q (105108.270000 sec): 3 clusters
  Score: Raw -338774.075323 + Penalty 2589.816353 = -336184.258971
  nChanged 37
		SP:Iteration 19Q (105108.480000 sec): 3 clusters
  Score: Raw -338799.990324 + Penalty 2589.816353 = -336210.173971
  nChanged 32
		SP:Iteration 20F (105108.660000 sec): 3 clusters
  Score: Raw -338818.514833 + Penalty 2589.816353 = -336228.698481
  nChanged 33
		SP:Iteration 21Q (105108.840000 sec): 3 clusters
  Score: Raw -338832.568477 + Penalty 2589.816353 = -336242.752124
  nChanged 28
		SP:Iteration 22Q (105109.030000 sec): 3 clusters
  Score: Raw -338847.910125 + Penalty 2589.816353 = -336258.093773
  nChanged 22
		SP:Iteration 23Q (105109.230000 sec): 3 clusters
  Score: Raw -338861.772000 + Penalty 2589.816353 = -336271.955647
  nChanged 31
		SP:Iteration 24Q (105109.410000 sec): 3 clusters
  Score: Raw -338880.061848 + Penalty 2589.816353 = -336290.245495
  nChanged 26
		SP:Iteration 25Q (105109.590000 sec): 3 clusters
  Score: Raw -338892.377859 + Penalty 2589.816353 = -336302.561507
  nChanged 23
		SP:Iteration 26Q (105109.740000 sec): 3 clusters
  Score: Raw -338905.524336 + Penalty 2589.816353 = -336315.707983
  nChanged 26
		SP:Iteration 27Q (105109.890000 sec): 3 clusters
  Score: Raw -338918.830873 + Penalty 2589.816353 = -336329.014520
  nChanged 22
		SP:Iteration 28Q (105110.080000 sec): 3 clusters
  Score: Raw -338929.062204 + Penalty 2589.816353 = -336339.245852
  nChanged 17
		SP:Iteration 29Q (105110.290000 sec): 3 clusters
  Score: Raw -338938.289956 + Penalty 2589.816353 = -336348.473603
  nChanged 16
		SP:Iteration 30Q (105110.490000 sec): 3 clusters
  Score: Raw -338945.974524 + Penalty 2589.816353 = -336356.158172
  nChanged 17
		SP:Iteration 31Q (105110.670000 sec): 3 clusters
  Score: Raw -338956.624006 + Penalty 2589.816353 = -336366.807654
  nChanged 8
		SP:Iteration 32Q (105110.830000 sec): 3 clusters
  Score: Raw -338959.675817 + Penalty 2589.816353 = -336369.859464
  nChanged 9
		SP:Iteration 33Q (105111.030000 sec): 3 clusters
  Score: Raw -338964.138229 + Penalty 2589.816353 = -336374.321877
  nChanged 6
		SP:Iteration 34Q (105111.190000 sec): 3 clusters
  Score: Raw -338967.158568 + Penalty 2589.816353 = -336377.342215
  nChanged 2
		SP:Iteration 35Q (105111.400000 sec): 3 clusters
  Score: Raw -338967.788807 + Penalty 2589.816353 = -336377.972455
  nChanged 3
		SP:Iteration 36Q (105111.570000 sec): 3 clusters
  Score: Raw -338968.972068 + Penalty 2589.816353 = -336379.155715
  nChanged 1
		SP:Iteration 37Q (105111.740000 sec): 3 clusters
  Score: Raw -338969.154359 + Penalty 2589.816353 = -336379.338007
  nChanged 0
		SP:Iteration 38F (105111.900000 sec): 3 clusters
  Score: Raw -338969.154359 + Penalty 2589.816353 = -336379.338007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 82 (12459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105112.050000 sec): 2 clusters
  Score: Raw -1510492.721890 + Penalty 1532.407261 = -1508960.314629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105112.310000 sec): 3 clusters
  Score: Raw -1503266.757645 + Penalty 3064.814523 = -1500201.943122
  nChanged 5508
		SP:Iteration 1F (105112.510000 sec): 3 clusters
  Score: Raw -1506301.102224 + Penalty 3064.814523 = -1503236.287701
  nChanged 803
		SP:Iteration 2F (105112.740000 sec): 3 clusters
  Score: Raw -1506693.995981 + Penalty 3064.814523 = -1503629.181458
  nChanged 698
		SP:Iteration 3F (105113.010000 sec): 3 clusters
  Score: Raw -1507037.800196 + Penalty 3064.814523 = -1503972.985673
  nChanged 643
		SP:Iteration 4F (105113.200000 sec): 3 clusters
  Score: Raw -1507432.265412 + Penalty 3064.814523 = -1504367.450889
  nChanged 681
		SP:Iteration 5F (105113.470000 sec): 3 clusters
  Score: Raw -1507893.876017 + Penalty 3064.814523 = -1504829.061494
  nChanged 682
		SP:Iteration 6F (105113.670000 sec): 3 clusters
  Score: Raw -1508395.990169 + Penalty 3064.814523 = -1505331.175646
  nChanged 634
		SP:Iteration 7F (105113.930000 sec): 3 clusters
  Score: Raw -1508842.638705 + Penalty 3064.814523 = -1505777.824182
  nChanged 586
		SP:Iteration 8Q (105114.120000 sec): 3 clusters
  Score: Raw -1509306.613821 + Penalty 3064.814523 = -1506241.799298
  nChanged 531
		SP:Iteration 9Q (105114.360000 sec): 3 clusters
  Score: Raw -1509727.337763 + Penalty 3064.814523 = -1506662.523240
  nChanged 429
		SP:Iteration 10Q (105114.580000 sec): 3 clusters
  Score: Raw -1510026.569142 + Penalty 3064.814523 = -1506961.754619
  nChanged 332
		SP:Iteration 11Q (105114.830000 sec): 3 clusters
  Score: Raw -1510245.391154 + Penalty 3064.814523 = -1507180.576631
  nChanged 262
		SP:Iteration 12Q (105115.020000 sec): 3 clusters
  Score: Raw -1510392.784548 + Penalty 3064.814523 = -1507327.970025
  nChanged 202
		SP:Iteration 13Q (105115.260000 sec): 3 clusters
  Score: Raw -1510498.721762 + Penalty 3064.814523 = -1507433.907239
  nChanged 180
		SP:Iteration 14Q (105115.520000 sec): 3 clusters
  Score: Raw -1510567.606339 + Penalty 3064.814523 = -1507502.791816
  nChanged 123
		SP:Iteration 15Q (105115.730000 sec): 3 clusters
  Score: Raw -1510611.375633 + Penalty 3064.814523 = -1507546.561110
  nChanged 99
		SP:Iteration 16Q (105115.950000 sec): 3 clusters
  Score: Raw -1510639.404802 + Penalty 3064.814523 = -1507574.590279
  nChanged 68
		SP:Iteration 17Q (105116.160000 sec): 3 clusters
  Score: Raw -1510654.933382 + Penalty 3064.814523 = -1507590.118859
  nChanged 60
		SP:Iteration 18Q (105116.370000 sec): 3 clusters
  Score: Raw -1510668.365021 + Penalty 3064.814523 = -1507603.550498
  nChanged 56
		SP:Iteration 19Q (105116.620000 sec): 3 clusters
  Score: Raw -1510680.553552 + Penalty 3064.814523 = -1507615.739029
  nChanged 37
		SP:Iteration 20F (105116.830000 sec): 3 clusters
  Score: Raw -1510689.467130 + Penalty 3064.814523 = -1507624.652607
  nChanged 41
		SP:Iteration 21Q (105117.040000 sec): 3 clusters
  Score: Raw -1510699.754467 + Penalty 3064.814523 = -1507634.939944
  nChanged 46
		SP:Iteration 22Q (105117.250000 sec): 3 clusters
  Score: Raw -1510712.471110 + Penalty 3064.814523 = -1507647.656587
  nChanged 36
		SP:Iteration 23Q (105117.490000 sec): 3 clusters
  Score: Raw -1510722.508681 + Penalty 3064.814523 = -1507657.694158
  nChanged 44
		SP:Iteration 24Q (105117.750000 sec): 3 clusters
  Score: Raw -1510733.007095 + Penalty 3064.814523 = -1507668.192572
  nChanged 40
		SP:Iteration 25Q (105117.940000 sec): 3 clusters
  Score: Raw -1510740.766838 + Penalty 3064.814523 = -1507675.952315
  nChanged 29
		SP:Iteration 26Q (105118.180000 sec): 3 clusters
  Score: Raw -1510746.476101 + Penalty 3064.814523 = -1507681.661578
  nChanged 25
		SP:Iteration 27Q (105118.350000 sec): 3 clusters
  Score: Raw -1510751.802274 + Penalty 3064.814523 = -1507686.987751
  nChanged 35
		SP:Iteration 28Q (105118.580000 sec): 3 clusters
  Score: Raw -1510760.040010 + Penalty 3064.814523 = -1507695.225487
  nChanged 31
		SP:Iteration 29Q (105118.770000 sec): 3 clusters
  Score: Raw -1510765.789281 + Penalty 3064.814523 = -1507700.974758
  nChanged 27
		SP:Iteration 30Q (105119.010000 sec): 3 clusters
  Score: Raw -1510772.683080 + Penalty 3064.814523 = -1507707.868557
  nChanged 37
		SP:Iteration 31Q (105119.240000 sec): 3 clusters
  Score: Raw -1510783.577090 + Penalty 3064.814523 = -1507718.762567
  nChanged 52
		SP:Iteration 32Q (105119.430000 sec): 3 clusters
  Score: Raw -1510801.703500 + Penalty 3064.814523 = -1507736.888977
  nChanged 58
		SP:Iteration 33Q (105119.670000 sec): 3 clusters
  Score: Raw -1510825.710025 + Penalty 3064.814523 = -1507760.895502
  nChanged 66
		SP:Iteration 34Q (105119.840000 sec): 3 clusters
  Score: Raw -1510853.933838 + Penalty 3064.814523 = -1507789.119315
  nChanged 64
		SP:Iteration 35Q (105120.070000 sec): 3 clusters
  Score: Raw -1510883.878023 + Penalty 3064.814523 = -1507819.063500
  nChanged 79
		SP:Iteration 36Q (105120.290000 sec): 3 clusters
  Score: Raw -1510918.947155 + Penalty 3064.814523 = -1507854.132632
  nChanged 65
		SP:Iteration 37Q (105120.520000 sec): 3 clusters
  Score: Raw -1510948.466917 + Penalty 3064.814523 = -1507883.652394
  nChanged 62
		SP:Iteration 38Q (105120.710000 sec): 3 clusters
  Score: Raw -1510976.878042 + Penalty 3064.814523 = -1507912.063519
  nChanged 61
		SP:Iteration 39Q (105120.970000 sec): 3 clusters
  Score: Raw -1511000.585969 + Penalty 3064.814523 = -1507935.771446
  nChanged 56
		SP:Iteration 40F (105121.170000 sec): 3 clusters
  Score: Raw -1511024.775051 + Penalty 3064.814523 = -1507959.960528
  nChanged 56
		SP:Iteration 41Q (105121.390000 sec): 3 clusters
  Score: Raw -1511045.391902 + Penalty 3064.814523 = -1507980.577379
  nChanged 40
		SP:Iteration 42Q (105121.620000 sec): 3 clusters
  Score: Raw -1511059.625178 + Penalty 3064.814523 = -1507994.810655
  nChanged 37
		SP:Iteration 43Q (105121.830000 sec): 3 clusters
  Score: Raw -1511070.771753 + Penalty 3064.814523 = -1508005.957230
  nChanged 32
		SP:Iteration 44Q (105122.050000 sec): 3 clusters
  Score: Raw -1511081.152175 + Penalty 3064.814523 = -1508016.337652
  nChanged 21
		SP:Iteration 45Q (105122.280000 sec): 3 clusters
  Score: Raw -1511087.145121 + Penalty 3064.814523 = -1508022.330598
  nChanged 18
		SP:Iteration 46Q (105122.460000 sec): 3 clusters
  Score: Raw -1511091.521163 + Penalty 3064.814523 = -1508026.706640
  nChanged 14
		SP:Iteration 47Q (105122.680000 sec): 3 clusters
  Score: Raw -1511095.855283 + Penalty 3064.814523 = -1508031.040760
  nChanged 10
		SP:Iteration 48Q (105122.930000 sec): 3 clusters
  Score: Raw -1511097.932484 + Penalty 3064.814523 = -1508033.117961
  nChanged 8
		SP:Iteration 49Q (105123.120000 sec): 3 clusters
  Score: Raw -1511099.147135 + Penalty 3064.814523 = -1508034.332612
  nChanged 1
		SP:Iteration 50Q (105123.380000 sec): 3 clusters
  Score: Raw -1511099.307667 + Penalty 3064.814523 = -1508034.493144
  nChanged 1
		SP:Iteration 51Q (105123.580000 sec): 3 clusters
  Score: Raw -1511099.543710 + Penalty 3064.814523 = -1508034.729187
  nChanged 2
		SP:Iteration 52Q (105123.780000 sec): 3 clusters
  Score: Raw -1511099.916571 + Penalty 3064.814523 = -1508035.102048
  nChanged 1
		SP:Iteration 53Q (105124.010000 sec): 3 clusters
  Score: Raw -1511100.101203 + Penalty 3064.814523 = -1508035.286680
  nChanged 1
		SP:Iteration 54Q (105124.250000 sec): 3 clusters
  Score: Raw -1511100.151139 + Penalty 3064.814523 = -1508035.336616
  nChanged 1
		SP:Iteration 55Q (105124.470000 sec): 3 clusters
  Score: Raw -1511100.262065 + Penalty 3064.814523 = -1508035.447542
  nChanged 0
		SP:Iteration 56F (105124.700000 sec): 3 clusters
  Score: Raw -1511100.262065 + Penalty 3064.814523 = -1508035.447542
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 83 (1901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105124.800000 sec): 2 clusters
  Score: Raw -210374.821819 + Penalty 1226.896993 = -209147.924825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105125.000000 sec): 3 clusters
  Score: Raw -209599.279307 + Penalty 2453.793986 = -207145.485321
  nChanged 598
		SP:Iteration 1F (105125.190000 sec): 3 clusters
  Score: Raw -210068.635250 + Penalty 2453.793986 = -207614.841264
  nChanged 195
		SP:Iteration 2F (105125.400000 sec): 3 clusters
  Score: Raw -210305.873037 + Penalty 2453.793986 = -207852.079051
  nChanged 140
		SP:Iteration 3F (105125.540000 sec): 3 clusters
  Score: Raw -210487.518199 + Penalty 2453.793986 = -208033.724213
  nChanged 126
		SP:Iteration 4F (105125.720000 sec): 3 clusters
  Score: Raw -210653.169122 + Penalty 2453.793986 = -208199.375136
  nChanged 90
		SP:Iteration 5Q (105125.940000 sec): 3 clusters
  Score: Raw -210770.231308 + Penalty 2453.793986 = -208316.437322
  nChanged 76
		SP:Iteration 6Q (105126.120000 sec): 3 clusters
  Score: Raw -210862.333123 + Penalty 2453.793986 = -208408.539137
  nChanged 56
		SP:Iteration 7Q (105126.300000 sec): 3 clusters
  Score: Raw -210914.810582 + Penalty 2453.793986 = -208461.016595
  nChanged 33
		SP:Iteration 8Q (105126.470000 sec): 3 clusters
  Score: Raw -210940.811702 + Penalty 2453.793986 = -208487.017716
  nChanged 23
		SP:Iteration 9Q (105126.620000 sec): 3 clusters
  Score: Raw -210963.213978 + Penalty 2453.793986 = -208509.419992
  nChanged 17
		SP:Iteration 10Q (105126.790000 sec): 3 clusters
  Score: Raw -210974.510438 + Penalty 2453.793986 = -208520.716452
  nChanged 12
		SP:Iteration 11Q (105126.960000 sec): 3 clusters
  Score: Raw -210982.561749 + Penalty 2453.793986 = -208528.767763
  nChanged 9
		SP:Iteration 12Q (105127.100000 sec): 3 clusters
  Score: Raw -210989.389288 + Penalty 2453.793986 = -208535.595302
  nChanged 9
		SP:Iteration 13Q (105127.300000 sec): 3 clusters
  Score: Raw -210999.248840 + Penalty 2453.793986 = -208545.454854
  nChanged 13
		SP:Iteration 14Q (105127.500000 sec): 3 clusters
  Score: Raw -211009.406796 + Penalty 2453.793986 = -208555.612810
  nChanged 10
		SP:Iteration 15Q (105127.680000 sec): 3 clusters
  Score: Raw -211016.586184 + Penalty 2453.793986 = -208562.792198
  nChanged 9
		SP:Iteration 16Q (105127.830000 sec): 3 clusters
  Score: Raw -211021.369234 + Penalty 2453.793986 = -208567.575248
  nChanged 8
		SP:Iteration 17Q (105128.020000 sec): 3 clusters
  Score: Raw -211026.725144 + Penalty 2453.793986 = -208572.931158
  nChanged 6
		SP:Iteration 18Q (105128.200000 sec): 3 clusters
  Score: Raw -211031.636186 + Penalty 2453.793986 = -208577.842200
  nChanged 4
		SP:Iteration 19Q (105128.360000 sec): 3 clusters
  Score: Raw -211033.848173 + Penalty 2453.793986 = -208580.054186
  nChanged 2
		SP:Iteration 20F (105128.520000 sec): 3 clusters
  Score: Raw -211034.291229 + Penalty 2453.793986 = -208580.497243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 85 (456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105128.610000 sec): 2 clusters
  Score: Raw -45079.287683 + Penalty 994.905082 = -44084.382601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105128.800000 sec): 3 clusters
  Score: Raw -45151.254346 + Penalty 1989.810163 = -43161.444183
  nChanged 105
		SP:Iteration 1F (105128.990000 sec): 3 clusters
  Score: Raw -45372.652115 + Penalty 1989.810163 = -43382.841952
  nChanged 38
		SP:Iteration 2F (105129.110000 sec): 3 clusters
  Score: Raw -45478.774186 + Penalty 1989.810163 = -43488.964023
  nChanged 25
		SP:Iteration 3F (105129.300000 sec): 3 clusters
  Score: Raw -45607.537757 + Penalty 1989.810163 = -43617.727594
  nChanged 22
		SP:Iteration 4Q (105129.510000 sec): 3 clusters
  Score: Raw -45748.819241 + Penalty 1989.810163 = -43759.009078
  nChanged 15
		SP:Iteration 5Q (105129.660000 sec): 3 clusters
  Score: Raw -45878.955001 + Penalty 1989.810163 = -43889.144838
  nChanged 9
		SP:Iteration 6Q (105129.830000 sec): 3 clusters
  Score: Raw -45929.526695 + Penalty 1989.810163 = -43939.716532
  nChanged 4
		SP:Iteration 7Q (105130.010000 sec): 3 clusters
  Score: Raw -45936.279725 + Penalty 1989.810163 = -43946.469562
  nChanged 3
		SP:Iteration 8Q (105130.240000 sec): 3 clusters
  Score: Raw -45944.170428 + Penalty 1989.810163 = -43954.360265
  nChanged 0
		SP:Iteration 9F (105130.380000 sec): 3 clusters
  Score: Raw -45944.170428 + Penalty 1989.810163 = -43954.360265
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 86 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105130.500000 sec): 2 clusters
  Score: Raw -16640.836968 + Penalty 839.277721 = -15801.559247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105130.680000 sec): 3 clusters
  Score: Raw -16816.661526 + Penalty 1678.555442 = -15138.106084
  nChanged 36
		SP:Iteration 1F (105130.860000 sec): 3 clusters
  Score: Raw -16886.652325 + Penalty 1678.555442 = -15208.096884
  nChanged 7
		SP:Iteration 2Q (105131.040000 sec): 3 clusters
  Score: Raw -16950.361334 + Penalty 1678.555442 = -15271.805893
  nChanged 9
		SP:Iteration 3F (105131.210000 sec): 3 clusters
  Score: Raw -16984.672351 + Penalty 1678.555442 = -15306.116910
  nChanged 8
		SP:Iteration 4Q (105131.380000 sec): 3 clusters
  Score: Raw -17064.050565 + Penalty 1678.555442 = -15385.495124
  nChanged 5
		SP:Iteration 5Q (105131.530000 sec): 3 clusters
  Score: Raw -17079.958482 + Penalty 1678.555442 = -15401.403040
  nChanged 2
		SP:Iteration 6Q (105131.710000 sec): 3 clusters
  Score: Raw -17084.790234 + Penalty 1678.555442 = -15406.234792
  nChanged 3
		SP:Iteration 7Q (105131.910000 sec): 3 clusters
  Score: Raw -17091.580783 + Penalty 1678.555442 = -15413.025342
  nChanged 2
		SP:Iteration 8Q (105132.050000 sec): 3 clusters
  Score: Raw -17101.406612 + Penalty 1678.555442 = -15422.851171
  nChanged 2
		SP:Iteration 9Q (105132.240000 sec): 3 clusters
  Score: Raw -17111.648217 + Penalty 1678.555442 = -15433.092775
  nChanged 1
		SP:Iteration 10Q (105132.410000 sec): 3 clusters
  Score: Raw -17113.323165 + Penalty 1678.555442 = -15434.767723
  nChanged 0
		SP:Iteration 11F (105132.620000 sec): 3 clusters
  Score: Raw -17113.323165 + Penalty 1678.555442 = -15434.767723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 87 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105132.710000 sec): 2 clusters
  Score: Raw -124769.494965 + Penalty 1135.166795 = -123634.328169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105132.880000 sec): 3 clusters
  Score: Raw -124425.242632 + Penalty 2270.333591 = -122154.909041
  nChanged 331
		SP:Iteration 1F (105133.050000 sec): 3 clusters
  Score: Raw -124710.144745 + Penalty 2270.333591 = -122439.811154
  nChanged 79
		SP:Iteration 2F (105133.240000 sec): 3 clusters
  Score: Raw -124787.809801 + Penalty 2270.333591 = -122517.476210
  nChanged 43
		SP:Iteration 3Q (105133.440000 sec): 3 clusters
  Score: Raw -124830.794791 + Penalty 2270.333591 = -122560.461200
  nChanged 31
		SP:Iteration 4Q (105133.620000 sec): 3 clusters
  Score: Raw -124873.330631 + Penalty 2270.333591 = -122602.997040
  nChanged 25
		SP:Iteration 5Q (105133.800000 sec): 3 clusters
  Score: Raw -124899.097584 + Penalty 2270.333591 = -122628.763993
  nChanged 13
		SP:Iteration 6Q (105133.980000 sec): 3 clusters
  Score: Raw -124909.425173 + Penalty 2270.333591 = -122639.091582
  nChanged 12
		SP:Iteration 7Q (105134.110000 sec): 3 clusters
  Score: Raw -124916.929970 + Penalty 2270.333591 = -122646.596379
  nChanged 12
		SP:Iteration 8Q (105134.330000 sec): 3 clusters
  Score: Raw -124923.781128 + Penalty 2270.333591 = -122653.447537
  nChanged 10
		SP:Iteration 9Q (105134.490000 sec): 3 clusters
  Score: Raw -124933.797749 + Penalty 2270.333591 = -122663.464158
  nChanged 12
		SP:Iteration 10Q (105134.690000 sec): 3 clusters
  Score: Raw -124944.198866 + Penalty 2270.333591 = -122673.865275
  nChanged 11
		SP:Iteration 11Q (105134.830000 sec): 3 clusters
  Score: Raw -124952.650116 + Penalty 2270.333591 = -122682.316525
  nChanged 7
		SP:Iteration 12Q (105135.040000 sec): 3 clusters
  Score: Raw -124958.801986 + Penalty 2270.333591 = -122688.468395
  nChanged 4
		SP:Iteration 13Q (105135.180000 sec): 3 clusters
  Score: Raw -124960.998821 + Penalty 2270.333591 = -122690.665231
  nChanged 2
		SP:Iteration 14Q (105135.370000 sec): 3 clusters
  Score: Raw -124962.079893 + Penalty 2270.333591 = -122691.746303
  nChanged 1
		SP:Iteration 15Q (105135.560000 sec): 3 clusters
  Score: Raw -124963.250162 + Penalty 2270.333591 = -122692.916571
  nChanged 1
		SP:Iteration 16Q (105135.740000 sec): 3 clusters
  Score: Raw -124963.633817 + Penalty 2270.333591 = -122693.300226
  nChanged 0
		SP:Iteration 17F (105135.940000 sec): 3 clusters
  Score: Raw -124963.633817 + Penalty 2270.333591 = -122693.300226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 88 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105136.060000 sec): 2 clusters
  Score: Raw -157956.385401 + Penalty 1173.548322 = -156782.837079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105136.180000 sec): 3 clusters
  Score: Raw -157469.224267 + Penalty 2347.096643 = -155122.127623
  nChanged 460
		SP:Iteration 1F (105136.350000 sec): 3 clusters
  Score: Raw -157850.839500 + Penalty 2347.096643 = -155503.742857
  nChanged 128
		SP:Iteration 2F (105136.540000 sec): 3 clusters
  Score: Raw -158005.022380 + Penalty 2347.096643 = -155657.925737
  nChanged 85
		SP:Iteration 3F (105136.700000 sec): 3 clusters
  Score: Raw -158103.123409 + Penalty 2347.096643 = -155756.026766
  nChanged 69
		SP:Iteration 4F (105136.860000 sec): 3 clusters
  Score: Raw -158166.899256 + Penalty 2347.096643 = -155819.802613
  nChanged 44
		SP:Iteration 5Q (105137.020000 sec): 3 clusters
  Score: Raw -158209.988759 + Penalty 2347.096643 = -155862.892116
  nChanged 26
		SP:Iteration 6Q (105137.220000 sec): 3 clusters
  Score: Raw -158230.055336 + Penalty 2347.096643 = -155882.958693
  nChanged 18
		SP:Iteration 7Q (105137.380000 sec): 3 clusters
  Score: Raw -158253.641848 + Penalty 2347.096643 = -155906.545205
  nChanged 19
		SP:Iteration 8Q (105137.570000 sec): 3 clusters
  Score: Raw -158278.448611 + Penalty 2347.096643 = -155931.351968
  nChanged 17
		SP:Iteration 9Q (105137.710000 sec): 3 clusters
  Score: Raw -158295.780627 + Penalty 2347.096643 = -155948.683984
  nChanged 11
		SP:Iteration 10Q (105137.900000 sec): 3 clusters
  Score: Raw -158303.611139 + Penalty 2347.096643 = -155956.514496
  nChanged 12
		SP:Iteration 11Q (105138.080000 sec): 3 clusters
  Score: Raw -158314.655845 + Penalty 2347.096643 = -155967.559202
  nChanged 10
		SP:Iteration 12Q (105138.270000 sec): 3 clusters
  Score: Raw -158324.078082 + Penalty 2347.096643 = -155976.981438
  nChanged 8
		SP:Iteration 13Q (105138.450000 sec): 3 clusters
  Score: Raw -158332.738502 + Penalty 2347.096643 = -155985.641859
  nChanged 6
		SP:Iteration 14Q (105138.640000 sec): 3 clusters
  Score: Raw -158338.460247 + Penalty 2347.096643 = -155991.363604
  nChanged 7
		SP:Iteration 15Q (105138.790000 sec): 3 clusters
  Score: Raw -158344.517820 + Penalty 2347.096643 = -155997.421177
  nChanged 11
		SP:Iteration 16Q (105138.970000 sec): 3 clusters
  Score: Raw -158352.683647 + Penalty 2347.096643 = -156005.587004
  nChanged 2
		SP:Iteration 17Q (105139.160000 sec): 3 clusters
  Score: Raw -158354.617241 + Penalty 2347.096643 = -156007.520598
  nChanged 4
		SP:Iteration 18Q (105139.320000 sec): 3 clusters
  Score: Raw -158360.604462 + Penalty 2347.096643 = -156013.507819
  nChanged 6
		SP:Iteration 19Q (105139.510000 sec): 3 clusters
  Score: Raw -158364.528570 + Penalty 2347.096643 = -156017.431927
  nChanged 5
		SP:Iteration 20F (105139.660000 sec): 3 clusters
  Score: Raw -158368.613667 + Penalty 2347.096643 = -156021.517024
  nChanged 5
		SP:Iteration 21Q (105139.830000 sec): 3 clusters
  Score: Raw -158373.255054 + Penalty 2347.096643 = -156026.158411
  nChanged 4
		SP:Iteration 22Q (105140.020000 sec): 3 clusters
  Score: Raw -158376.415417 + Penalty 2347.096643 = -156029.318774
  nChanged 2
		SP:Iteration 23Q (105140.210000 sec): 3 clusters
  Score: Raw -158379.669081 + Penalty 2347.096643 = -156032.572438
  nChanged 6
		SP:Iteration 24Q (105140.370000 sec): 3 clusters
  Score: Raw -158384.787175 + Penalty 2347.096643 = -156037.690532
  nChanged 3
		SP:Iteration 25Q (105140.570000 sec): 3 clusters
  Score: Raw -158386.845079 + Penalty 2347.096643 = -156039.748435
  nChanged 3
		SP:Iteration 26Q (105140.730000 sec): 3 clusters
  Score: Raw -158390.016606 + Penalty 2347.096643 = -156042.919963
  nChanged 1
		SP:Iteration 27Q (105140.910000 sec): 3 clusters
  Score: Raw -158390.797485 + Penalty 2347.096643 = -156043.700841
  nChanged 1
		SP:Iteration 28Q (105141.130000 sec): 3 clusters
  Score: Raw -158391.611744 + Penalty 2347.096643 = -156044.515101
  nChanged 0
		SP:Iteration 29F (105141.290000 sec): 3 clusters
  Score: Raw -158391.611744 + Penalty 2347.096643 = -156044.515101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 89 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105141.390000 sec): 2 clusters
  Score: Raw -51719.784665 + Penalty 994.548331 = -50725.236334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105141.580000 sec): 3 clusters
  Score: Raw -51697.093591 + Penalty 1989.096661 = -49707.996930
  nChanged 91
		SP:Iteration 1F (105141.760000 sec): 3 clusters
  Score: Raw -51828.627527 + Penalty 1989.096661 = -49839.530865
  nChanged 26
		SP:Iteration 2F (105141.890000 sec): 3 clusters
  Score: Raw -51882.213141 + Penalty 1989.096661 = -49893.116480
  nChanged 15
		SP:Iteration 3Q (105142.090000 sec): 3 clusters
  Score: Raw -51905.491427 + Penalty 1989.096661 = -49916.394766
  nChanged 6
		SP:Iteration 4Q (105142.200000 sec): 3 clusters
  Score: Raw -51919.834770 + Penalty 1989.096661 = -49930.738109
  nChanged 2
		SP:Iteration 5Q (105142.390000 sec): 3 clusters
  Score: Raw -51923.029344 + Penalty 1989.096661 = -49933.932683
  nChanged 4
		SP:Iteration 6Q (105142.520000 sec): 3 clusters
  Score: Raw -51927.911977 + Penalty 1989.096661 = -49938.815316
  nChanged 1
		SP:Iteration 7Q (105142.690000 sec): 3 clusters
  Score: Raw -51929.221787 + Penalty 1989.096661 = -49940.125126
  nChanged 0
		SP:Iteration 8F (105142.860000 sec): 3 clusters
  Score: Raw -51929.221787 + Penalty 1989.096661 = -49940.125126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 90 (4410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105142.970000 sec): 2 clusters
  Score: Raw -537036.620670 + Penalty 1363.639870 = -535672.980800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105143.150000 sec): 3 clusters
  Score: Raw -534810.734394 + Penalty 2727.279740 = -532083.454654
  nChanged 1697
		SP:Iteration 1F (105143.320000 sec): 3 clusters
  Score: Raw -535721.920906 + Penalty 2727.279740 = -532994.641167
  nChanged 280
		SP:Iteration 2F (105143.500000 sec): 3 clusters
  Score: Raw -535865.008913 + Penalty 2727.279740 = -533137.729173
  nChanged 221
		SP:Iteration 3F (105143.730000 sec): 3 clusters
  Score: Raw -535977.181101 + Penalty 2727.279740 = -533249.901361
  nChanged 177
		SP:Iteration 4Q (105143.890000 sec): 3 clusters
  Score: Raw -536049.762795 + Penalty 2727.279740 = -533322.483055
  nChanged 135
		SP:Iteration 5Q (105144.080000 sec): 3 clusters
  Score: Raw -536105.195142 + Penalty 2727.279740 = -533377.915402
  nChanged 123
		SP:Iteration 6Q (105144.310000 sec): 3 clusters
  Score: Raw -536160.581783 + Penalty 2727.279740 = -533433.302043
  nChanged 122
		SP:Iteration 7Q (105144.510000 sec): 3 clusters
  Score: Raw -536213.301546 + Penalty 2727.279740 = -533486.021806
  nChanged 112
		SP:Iteration 8Q (105144.680000 sec): 3 clusters
  Score: Raw -536258.785193 + Penalty 2727.279740 = -533531.505453
  nChanged 115
		SP:Iteration 9Q (105144.870000 sec): 3 clusters
  Score: Raw -536304.374500 + Penalty 2727.279740 = -533577.094761
  nChanged 88
		SP:Iteration 10Q (105145.110000 sec): 3 clusters
  Score: Raw -536336.859689 + Penalty 2727.279740 = -533609.579950
  nChanged 86
		SP:Iteration 11Q (105145.260000 sec): 3 clusters
  Score: Raw -536369.238921 + Penalty 2727.279740 = -533641.959182
  nChanged 79
		SP:Iteration 12Q (105145.450000 sec): 3 clusters
  Score: Raw -536404.770916 + Penalty 2727.279740 = -533677.491177
  nChanged 85
		SP:Iteration 13Q (105145.680000 sec): 3 clusters
  Score: Raw -536446.746949 + Penalty 2727.279740 = -533719.467210
  nChanged 101
		SP:Iteration 14Q (105145.880000 sec): 3 clusters
  Score: Raw -536496.602286 + Penalty 2727.279740 = -533769.322546
  nChanged 97
		SP:Iteration 15Q (105146.040000 sec): 3 clusters
  Score: Raw -536549.872251 + Penalty 2727.279740 = -533822.592512
  nChanged 96
		SP:Iteration 16Q (105146.250000 sec): 3 clusters
  Score: Raw -536607.526659 + Penalty 2727.279740 = -533880.246919
  nChanged 103
		SP:Iteration 17Q (105146.440000 sec): 3 clusters
  Score: Raw -536662.471939 + Penalty 2727.279740 = -533935.192200
  nChanged 93
		SP:Iteration 18Q (105146.640000 sec): 3 clusters
  Score: Raw -536715.587730 + Penalty 2727.279740 = -533988.307990
  nChanged 78
		SP:Iteration 19Q (105146.850000 sec): 3 clusters
  Score: Raw -536757.955864 + Penalty 2727.279740 = -534030.676124
  nChanged 77
		SP:Iteration 20F (105147.010000 sec): 3 clusters
  Score: Raw -536798.650588 + Penalty 2727.279740 = -534071.370848
  nChanged 67
		SP:Iteration 21Q (105147.200000 sec): 3 clusters
  Score: Raw -536834.402591 + Penalty 2727.279740 = -534107.122852
  nChanged 59
		SP:Iteration 22Q (105147.400000 sec): 3 clusters
  Score: Raw -536872.967956 + Penalty 2727.279740 = -534145.688216
  nChanged 57
		SP:Iteration 23Q (105147.600000 sec): 3 clusters
  Score: Raw -536911.090259 + Penalty 2727.279740 = -534183.810519
  nChanged 55
		SP:Iteration 24Q (105147.790000 sec): 3 clusters
  Score: Raw -536954.385932 + Penalty 2727.279740 = -534227.106192
  nChanged 62
		SP:Iteration 25Q (105147.980000 sec): 3 clusters
  Score: Raw -537001.139680 + Penalty 2727.279740 = -534273.859941
  nChanged 48
		SP:Iteration 26Q (105148.160000 sec): 3 clusters
  Score: Raw -537034.725163 + Penalty 2727.279740 = -534307.445423
  nChanged 38
		SP:Iteration 27Q (105148.380000 sec): 3 clusters
  Score: Raw -537062.440615 + Penalty 2727.279740 = -534335.160875
  nChanged 34
		SP:Iteration 28Q (105148.590000 sec): 3 clusters
  Score: Raw -537085.238857 + Penalty 2727.279740 = -534357.959117
  nChanged 30
		SP:Iteration 29Q (105148.760000 sec): 3 clusters
  Score: Raw -537107.155376 + Penalty 2727.279740 = -534379.875636
  nChanged 26
		SP:Iteration 30Q (105148.930000 sec): 3 clusters
  Score: Raw -537129.098608 + Penalty 2727.279740 = -534401.818869
  nChanged 20
		SP:Iteration 31Q (105149.170000 sec): 3 clusters
  Score: Raw -537145.378682 + Penalty 2727.279740 = -534418.098942
  nChanged 16
		SP:Iteration 32Q (105149.330000 sec): 3 clusters
  Score: Raw -537155.235191 + Penalty 2727.279740 = -534427.955452
  nChanged 12
		SP:Iteration 33Q (105149.520000 sec): 3 clusters
  Score: Raw -537162.204164 + Penalty 2727.279740 = -534434.924424
  nChanged 8
		SP:Iteration 34Q (105149.690000 sec): 3 clusters
  Score: Raw -537167.201672 + Penalty 2727.279740 = -534439.921933
  nChanged 9
		SP:Iteration 35Q (105149.900000 sec): 3 clusters
  Score: Raw -537173.779445 + Penalty 2727.279740 = -534446.499705
  nChanged 4
		SP:Iteration 36Q (105150.080000 sec): 3 clusters
  Score: Raw -537176.722269 + Penalty 2727.279740 = -534449.442529
  nChanged 4
		SP:Iteration 37Q (105150.270000 sec): 3 clusters
  Score: Raw -537179.052711 + Penalty 2727.279740 = -534451.772971
  nChanged 3
		SP:Iteration 38Q (105150.460000 sec): 3 clusters
  Score: Raw -537180.201596 + Penalty 2727.279740 = -534452.921856
  nChanged 3
		SP:Iteration 39Q (105150.650000 sec): 3 clusters
  Score: Raw -537182.223635 + Penalty 2727.279740 = -534454.943895
  nChanged 1
		SP:Iteration 40F (105150.840000 sec): 3 clusters
  Score: Raw -537182.381829 + Penalty 2727.279740 = -534455.102089
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 91 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105150.930000 sec): 2 clusters
  Score: Raw -182932.425614 + Penalty 1200.402163 = -181732.023451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105151.110000 sec): 3 clusters
  Score: Raw -182312.041893 + Penalty 2400.804327 = -179911.237566
  nChanged 556
		SP:Iteration 1F (105151.260000 sec): 3 clusters
  Score: Raw -182737.522028 + Penalty 2400.804327 = -180336.717701
  nChanged 144
		SP:Iteration 2F (105151.460000 sec): 3 clusters
  Score: Raw -182908.039045 + Penalty 2400.804327 = -180507.234718
  nChanged 97
		SP:Iteration 3F (105151.650000 sec): 3 clusters
  Score: Raw -183051.364104 + Penalty 2400.804327 = -180650.559777
  nChanged 92
		SP:Iteration 4F (105151.810000 sec): 3 clusters
  Score: Raw -183156.275228 + Penalty 2400.804327 = -180755.470901
  nChanged 68
		SP:Iteration 5Q (105151.980000 sec): 3 clusters
  Score: Raw -183241.900449 + Penalty 2400.804327 = -180841.096122
  nChanged 60
		SP:Iteration 6Q (105152.150000 sec): 3 clusters
  Score: Raw -183309.701760 + Penalty 2400.804327 = -180908.897433
  nChanged 48
		SP:Iteration 7Q (105152.330000 sec): 3 clusters
  Score: Raw -183361.640841 + Penalty 2400.804327 = -180960.836514
  nChanged 43
		SP:Iteration 8Q (105152.480000 sec): 3 clusters
  Score: Raw -183414.123514 + Penalty 2400.804327 = -181013.319187
  nChanged 43
		SP:Iteration 9Q (105152.620000 sec): 3 clusters
  Score: Raw -183467.589649 + Penalty 2400.804327 = -181066.785322
  nChanged 32
		SP:Iteration 10Q (105152.810000 sec): 3 clusters
  Score: Raw -183505.190823 + Penalty 2400.804327 = -181104.386496
  nChanged 18
		SP:Iteration 11Q (105152.980000 sec): 3 clusters
  Score: Raw -183518.631769 + Penalty 2400.804327 = -181117.827442
  nChanged 11
		SP:Iteration 12Q (105153.170000 sec): 3 clusters
  Score: Raw -183528.514231 + Penalty 2400.804327 = -181127.709905
  nChanged 12
		SP:Iteration 13Q (105153.350000 sec): 3 clusters
  Score: Raw -183536.638608 + Penalty 2400.804327 = -181135.834282
  nChanged 4
		SP:Iteration 14Q (105153.510000 sec): 3 clusters
  Score: Raw -183538.212738 + Penalty 2400.804327 = -181137.408412
  nChanged 6
		SP:Iteration 15Q (105153.660000 sec): 3 clusters
  Score: Raw -183542.012339 + Penalty 2400.804327 = -181141.208013
  nChanged 7
		SP:Iteration 16Q (105153.830000 sec): 3 clusters
  Score: Raw -183546.724635 + Penalty 2400.804327 = -181145.920309
  nChanged 6
		SP:Iteration 17Q (105154.010000 sec): 3 clusters
  Score: Raw -183553.002351 + Penalty 2400.804327 = -181152.198025
  nChanged 10
		SP:Iteration 18Q (105154.140000 sec): 3 clusters
  Score: Raw -183560.525965 + Penalty 2400.804327 = -181159.721639
  nChanged 6
		SP:Iteration 19Q (105154.310000 sec): 3 clusters
  Score: Raw -183564.399296 + Penalty 2400.804327 = -181163.594969
  nChanged 10
		SP:Iteration 20F (105154.480000 sec): 3 clusters
  Score: Raw -183571.856206 + Penalty 2400.804327 = -181171.051880
  nChanged 13
		SP:Iteration 21Q (105154.600000 sec): 3 clusters
  Score: Raw -183581.125746 + Penalty 2400.804327 = -181180.321420
  nChanged 10
		SP:Iteration 22Q (105154.760000 sec): 3 clusters
  Score: Raw -183589.759815 + Penalty 2400.804327 = -181188.955489
  nChanged 9
		SP:Iteration 23Q (105154.960000 sec): 3 clusters
  Score: Raw -183595.484721 + Penalty 2400.804327 = -181194.680395
  nChanged 6
		SP:Iteration 24Q (105155.100000 sec): 3 clusters
  Score: Raw -183599.801614 + Penalty 2400.804327 = -181198.997287
  nChanged 4
		SP:Iteration 25Q (105155.290000 sec): 3 clusters
  Score: Raw -183601.956973 + Penalty 2400.804327 = -181201.152646
  nChanged 1
		SP:Iteration 26Q (105155.430000 sec): 3 clusters
  Score: Raw -183602.151408 + Penalty 2400.804327 = -181201.347081
  nChanged 0
		SP:Iteration 27F (105155.630000 sec): 3 clusters
  Score: Raw -183602.151408 + Penalty 2400.804327 = -181201.347081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 92 (1957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105155.740000 sec): 2 clusters
  Score: Raw -218263.522784 + Penalty 1231.614795 = -217031.907989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105155.930000 sec): 3 clusters
  Score: Raw -217443.514016 + Penalty 2463.229589 = -214980.284426
  nChanged 695
		SP:Iteration 1F (105156.070000 sec): 3 clusters
  Score: Raw -217886.880014 + Penalty 2463.229589 = -215423.650425
  nChanged 162
		SP:Iteration 2F (105156.230000 sec): 3 clusters
  Score: Raw -218010.119107 + Penalty 2463.229589 = -215546.889518
  nChanged 99
		SP:Iteration 3F (105156.380000 sec): 3 clusters
  Score: Raw -218087.507918 + Penalty 2463.229589 = -215624.278329
  nChanged 68
		SP:Iteration 4Q (105156.570000 sec): 3 clusters
  Score: Raw -218133.827073 + Penalty 2463.229589 = -215670.597484
  nChanged 50
		SP:Iteration 5Q (105156.730000 sec): 3 clusters
  Score: Raw -218171.992818 + Penalty 2463.229589 = -215708.763228
  nChanged 50
		SP:Iteration 6Q (105156.900000 sec): 3 clusters
  Score: Raw -218215.317588 + Penalty 2463.229589 = -215752.087998
  nChanged 50
		SP:Iteration 7Q (105157.040000 sec): 3 clusters
  Score: Raw -218262.886627 + Penalty 2463.229589 = -215799.657037
  nChanged 56
		SP:Iteration 8Q (105157.220000 sec): 3 clusters
  Score: Raw -218327.454125 + Penalty 2463.229589 = -215864.224536
  nChanged 69
		SP:Iteration 9Q (105157.370000 sec): 3 clusters
  Score: Raw -218429.346471 + Penalty 2463.229589 = -215966.116881
  nChanged 81
		SP:Iteration 10Q (105157.570000 sec): 3 clusters
  Score: Raw -218533.187065 + Penalty 2463.229589 = -216069.957476
  nChanged 70
		SP:Iteration 11Q (105157.750000 sec): 3 clusters
  Score: Raw -218619.887876 + Penalty 2463.229589 = -216156.658286
  nChanged 54
		SP:Iteration 12Q (105157.900000 sec): 3 clusters
  Score: Raw -218675.157448 + Penalty 2463.229589 = -216211.927858
  nChanged 38
		SP:Iteration 13Q (105158.040000 sec): 3 clusters
  Score: Raw -218709.627281 + Penalty 2463.229589 = -216246.397691
  nChanged 24
		SP:Iteration 14Q (105158.200000 sec): 3 clusters
  Score: Raw -218730.490937 + Penalty 2463.229589 = -216267.261347
  nChanged 16
		SP:Iteration 15Q (105158.360000 sec): 3 clusters
  Score: Raw -218742.660447 + Penalty 2463.229589 = -216279.430858
  nChanged 14
		SP:Iteration 16Q (105158.560000 sec): 3 clusters
  Score: Raw -218749.329809 + Penalty 2463.229589 = -216286.100219
  nChanged 7
		SP:Iteration 17Q (105158.730000 sec): 3 clusters
  Score: Raw -218752.305025 + Penalty 2463.229589 = -216289.075436
  nChanged 4
		SP:Iteration 18Q (105158.910000 sec): 3 clusters
  Score: Raw -218754.506160 + Penalty 2463.229589 = -216291.276571
  nChanged 5
		SP:Iteration 19Q (105159.080000 sec): 3 clusters
  Score: Raw -218759.696862 + Penalty 2463.229589 = -216296.467273
  nChanged 9
		SP:Iteration 20F (105159.230000 sec): 3 clusters
  Score: Raw -218765.189285 + Penalty 2463.229589 = -216301.959696
  nChanged 7
		SP:Iteration 21Q (105159.420000 sec): 3 clusters
  Score: Raw -218770.935970 + Penalty 2463.229589 = -216307.706380
  nChanged 9
		SP:Iteration 22Q (105159.590000 sec): 3 clusters
  Score: Raw -218775.298152 + Penalty 2463.229589 = -216312.068562
  nChanged 5
		SP:Iteration 23Q (105159.780000 sec): 3 clusters
  Score: Raw -218778.549996 + Penalty 2463.229589 = -216315.320407
  nChanged 2
		SP:Iteration 24Q (105159.970000 sec): 3 clusters
  Score: Raw -218779.803749 + Penalty 2463.229589 = -216316.574160
  nChanged 0
		SP:Iteration 25F (105160.150000 sec): 3 clusters
  Score: Raw -218779.803749 + Penalty 2463.229589 = -216316.574160
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 93 (2427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105160.280000 sec): 2 clusters
  Score: Raw -279975.484036 + Penalty 1266.591821 = -278708.892215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105160.430000 sec): 3 clusters
  Score: Raw -278877.895425 + Penalty 2533.183642 = -276344.711783
  nChanged 863
		SP:Iteration 1F (105160.650000 sec): 3 clusters
  Score: Raw -279464.131792 + Penalty 2533.183642 = -276930.948150
  nChanged 238
		SP:Iteration 2F (105160.800000 sec): 3 clusters
  Score: Raw -279779.553363 + Penalty 2533.183642 = -277246.369721
  nChanged 202
		SP:Iteration 3F (105160.980000 sec): 3 clusters
  Score: Raw -280062.933988 + Penalty 2533.183642 = -277529.750346
  nChanged 180
		SP:Iteration 4F (105161.190000 sec): 3 clusters
  Score: Raw -280330.338130 + Penalty 2533.183642 = -277797.154488
  nChanged 166
		SP:Iteration 5F (105161.350000 sec): 3 clusters
  Score: Raw -280541.353234 + Penalty 2533.183642 = -278008.169592
  nChanged 132
		SP:Iteration 6F (105161.520000 sec): 3 clusters
  Score: Raw -280667.965717 + Penalty 2533.183642 = -278134.782075
  nChanged 76
		SP:Iteration 7Q (105161.720000 sec): 3 clusters
  Score: Raw -280732.425313 + Penalty 2533.183642 = -278199.241671
  nChanged 58
		SP:Iteration 8Q (105161.890000 sec): 3 clusters
  Score: Raw -280785.490614 + Penalty 2533.183642 = -278252.306972
  nChanged 36
		SP:Iteration 9Q (105162.080000 sec): 3 clusters
  Score: Raw -280811.228920 + Penalty 2533.183642 = -278278.045278
  nChanged 21
		SP:Iteration 10Q (105162.300000 sec): 3 clusters
  Score: Raw -280827.915794 + Penalty 2533.183642 = -278294.732152
  nChanged 15
		SP:Iteration 11Q (105162.480000 sec): 3 clusters
  Score: Raw -280837.561988 + Penalty 2533.183642 = -278304.378346
  nChanged 16
		SP:Iteration 12Q (105162.660000 sec): 3 clusters
  Score: Raw -280848.507168 + Penalty 2533.183642 = -278315.323526
  nChanged 17
		SP:Iteration 13Q (105162.830000 sec): 3 clusters
  Score: Raw -280859.371748 + Penalty 2533.183642 = -278326.188106
  nChanged 12
		SP:Iteration 14Q (105163.020000 sec): 3 clusters
  Score: Raw -280867.530700 + Penalty 2533.183642 = -278334.347058
  nChanged 11
		SP:Iteration 15Q (105163.220000 sec): 3 clusters
  Score: Raw -280876.787802 + Penalty 2533.183642 = -278343.604160
  nChanged 8
		SP:Iteration 16Q (105163.400000 sec): 3 clusters
  Score: Raw -280884.563922 + Penalty 2533.183642 = -278351.380280
  nChanged 12
		SP:Iteration 17Q (105163.600000 sec): 3 clusters
  Score: Raw -280892.062968 + Penalty 2533.183642 = -278358.879327
  nChanged 7
		SP:Iteration 18Q (105163.780000 sec): 3 clusters
  Score: Raw -280896.338669 + Penalty 2533.183642 = -278363.155027
  nChanged 5
		SP:Iteration 19Q (105163.940000 sec): 3 clusters
  Score: Raw -280901.518118 + Penalty 2533.183642 = -278368.334476
  nChanged 6
		SP:Iteration 20F (105164.150000 sec): 3 clusters
  Score: Raw -280906.954548 + Penalty 2533.183642 = -278373.770906
  nChanged 5
		SP:Iteration 21Q (105164.350000 sec): 3 clusters
  Score: Raw -280911.464289 + Penalty 2533.183642 = -278378.280647
  nChanged 3
		SP:Iteration 22Q (105164.520000 sec): 3 clusters
  Score: Raw -280912.814572 + Penalty 2533.183642 = -278379.630930
  nChanged 3
		SP:Iteration 23Q (105164.700000 sec): 3 clusters
  Score: Raw -280913.750969 + Penalty 2533.183642 = -278380.567327
  nChanged 2
		SP:Iteration 24Q (105164.900000 sec): 3 clusters
  Score: Raw -280914.883481 + Penalty 2533.183642 = -278381.699839
  nChanged 1
		SP:Iteration 25Q (105165.070000 sec): 3 clusters
  Score: Raw -280915.617250 + Penalty 2533.183642 = -278382.433608
  nChanged 3
		SP:Iteration 26Q (105165.240000 sec): 3 clusters
  Score: Raw -280917.849210 + Penalty 2533.183642 = -278384.665568
  nChanged 2
		SP:Iteration 27Q (105165.420000 sec): 3 clusters
  Score: Raw -280920.827013 + Penalty 2533.183642 = -278387.643371
  nChanged 3
		SP:Iteration 28Q (105165.660000 sec): 3 clusters
  Score: Raw -280925.566944 + Penalty 2533.183642 = -278392.383302
  nChanged 4
		SP:Iteration 29Q (105165.830000 sec): 3 clusters
  Score: Raw -280928.852776 + Penalty 2533.183642 = -278395.669135
  nChanged 3
		SP:Iteration 30Q (105165.980000 sec): 3 clusters
  Score: Raw -280930.813816 + Penalty 2533.183642 = -278397.630174
  nChanged 3
		SP:Iteration 31Q (105166.170000 sec): 3 clusters
  Score: Raw -280932.955632 + Penalty 2533.183642 = -278399.771990
  nChanged 2
		SP:Iteration 32Q (105166.340000 sec): 3 clusters
  Score: Raw -280934.433979 + Penalty 2533.183642 = -278401.250337
  nChanged 1
		SP:Iteration 33Q (105166.510000 sec): 3 clusters
  Score: Raw -280935.018763 + Penalty 2533.183642 = -278401.835121
  nChanged 1
		SP:Iteration 34Q (105166.700000 sec): 3 clusters
  Score: Raw -280935.962078 + Penalty 2533.183642 = -278402.778436
  nChanged 0
		SP:Iteration 35F (105166.880000 sec): 3 clusters
  Score: Raw -280935.962078 + Penalty 2533.183642 = -278402.778436
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 94 (7953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105167.020000 sec): 2 clusters
  Score: Raw -939184.229877 + Penalty 1459.461980 = -937724.767897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105167.180000 sec): 3 clusters
  Score: Raw -934764.601178 + Penalty 2918.923961 = -931845.677217
  nChanged 3376
		SP:Iteration 1F (105167.380000 sec): 3 clusters
  Score: Raw -936579.280813 + Penalty 2918.923961 = -933660.356852
  nChanged 554
		SP:Iteration 2F (105167.560000 sec): 3 clusters
  Score: Raw -936863.659932 + Penalty 2918.923961 = -933944.735971
  nChanged 491
		SP:Iteration 3F (105167.810000 sec): 3 clusters
  Score: Raw -937157.296993 + Penalty 2918.923961 = -934238.373032
  nChanged 484
		SP:Iteration 4F (105168.010000 sec): 3 clusters
  Score: Raw -937470.062916 + Penalty 2918.923961 = -934551.138955
  nChanged 466
		SP:Iteration 5F (105168.220000 sec): 3 clusters
  Score: Raw -937782.157397 + Penalty 2918.923961 = -934863.233436
  nChanged 465
		SP:Iteration 6F (105168.440000 sec): 3 clusters
  Score: Raw -938080.113236 + Penalty 2918.923961 = -935161.189275
  nChanged 420
		SP:Iteration 7F (105168.670000 sec): 3 clusters
  Score: Raw -938348.854522 + Penalty 2918.923961 = -935429.930561
  nChanged 353
		SP:Iteration 8Q (105168.870000 sec): 3 clusters
  Score: Raw -938587.319983 + Penalty 2918.923961 = -935668.396022
  nChanged 301
		SP:Iteration 9Q (105169.090000 sec): 3 clusters
  Score: Raw -938754.419096 + Penalty 2918.923961 = -935835.495135
  nChanged 255
		SP:Iteration 10Q (105169.270000 sec): 3 clusters
  Score: Raw -938883.957176 + Penalty 2918.923961 = -935965.033215
  nChanged 200
		SP:Iteration 11Q (105169.460000 sec): 3 clusters
  Score: Raw -938971.821945 + Penalty 2918.923961 = -936052.897984
  nChanged 124
		SP:Iteration 12Q (105169.640000 sec): 3 clusters
  Score: Raw -939022.535145 + Penalty 2918.923961 = -936103.611184
  nChanged 111
		SP:Iteration 13Q (105169.860000 sec): 3 clusters
  Score: Raw -939066.255822 + Penalty 2918.923961 = -936147.331862
  nChanged 96
		SP:Iteration 14Q (105170.060000 sec): 3 clusters
  Score: Raw -939106.295615 + Penalty 2918.923961 = -936187.371654
  nChanged 80
		SP:Iteration 15Q (105170.300000 sec): 3 clusters
  Score: Raw -939140.323070 + Penalty 2918.923961 = -936221.399109
  nChanged 88
		SP:Iteration 16Q (105170.470000 sec): 3 clusters
  Score: Raw -939176.296103 + Penalty 2918.923961 = -936257.372142
  nChanged 83
		SP:Iteration 17Q (105170.690000 sec): 3 clusters
  Score: Raw -939219.051632 + Penalty 2918.923961 = -936300.127671
  nChanged 81
		SP:Iteration 18Q (105170.910000 sec): 3 clusters
  Score: Raw -939256.905115 + Penalty 2918.923961 = -936337.981154
  nChanged 83
		SP:Iteration 19Q (105171.110000 sec): 3 clusters
  Score: Raw -939299.559536 + Penalty 2918.923961 = -936380.635575
  nChanged 87
		SP:Iteration 20F (105171.310000 sec): 3 clusters
  Score: Raw -939340.540990 + Penalty 2918.923961 = -936421.617029
  nChanged 80
		SP:Iteration 21Q (105171.500000 sec): 3 clusters
  Score: Raw -939380.361551 + Penalty 2918.923961 = -936461.437590
  nChanged 75
		SP:Iteration 22Q (105171.720000 sec): 3 clusters
  Score: Raw -939415.272873 + Penalty 2918.923961 = -936496.348912
  nChanged 70
		SP:Iteration 23Q (105171.980000 sec): 3 clusters
  Score: Raw -939444.072432 + Penalty 2918.923961 = -936525.148471
  nChanged 55
		SP:Iteration 24Q (105172.170000 sec): 3 clusters
  Score: Raw -939466.383853 + Penalty 2918.923961 = -936547.459892
  nChanged 51
		SP:Iteration 25Q (105172.370000 sec): 3 clusters
  Score: Raw -939488.844022 + Penalty 2918.923961 = -936569.920061
  nChanged 44
		SP:Iteration 26Q (105172.560000 sec): 3 clusters
  Score: Raw -939510.635620 + Penalty 2918.923961 = -936591.711659
  nChanged 45
		SP:Iteration 27Q (105172.730000 sec): 3 clusters
  Score: Raw -939533.113206 + Penalty 2918.923961 = -936614.189246
  nChanged 40
		SP:Iteration 28Q (105172.940000 sec): 3 clusters
  Score: Raw -939549.644132 + Penalty 2918.923961 = -936630.720171
  nChanged 38
		SP:Iteration 29Q (105173.150000 sec): 3 clusters
  Score: Raw -939564.685926 + Penalty 2918.923961 = -936645.761965
  nChanged 41
		SP:Iteration 30Q (105173.350000 sec): 3 clusters
  Score: Raw -939580.811934 + Penalty 2918.923961 = -936661.887973
  nChanged 34
		SP:Iteration 31Q (105173.530000 sec): 3 clusters
  Score: Raw -939592.982747 + Penalty 2918.923961 = -936674.058786
  nChanged 35
		SP:Iteration 32Q (105173.750000 sec): 3 clusters
  Score: Raw -939605.757041 + Penalty 2918.923961 = -936686.833080
  nChanged 28
		SP:Iteration 33Q (105174.000000 sec): 3 clusters
  Score: Raw -939614.621186 + Penalty 2918.923961 = -936695.697225
  nChanged 21
		SP:Iteration 34Q (105174.180000 sec): 3 clusters
  Score: Raw -939620.209329 + Penalty 2918.923961 = -936701.285368
  nChanged 16
		SP:Iteration 35Q (105174.380000 sec): 3 clusters
  Score: Raw -939625.476836 + Penalty 2918.923961 = -936706.552875
  nChanged 18
		SP:Iteration 36Q (105174.590000 sec): 3 clusters
  Score: Raw -939630.479746 + Penalty 2918.923961 = -936711.555786
  nChanged 14
		SP:Iteration 37Q (105174.770000 sec): 3 clusters
  Score: Raw -939633.493354 + Penalty 2918.923961 = -936714.569393
  nChanged 13
		SP:Iteration 38Q (105174.990000 sec): 3 clusters
  Score: Raw -939636.311887 + Penalty 2918.923961 = -936717.387927
  nChanged 11
		SP:Iteration 39Q (105175.220000 sec): 3 clusters
  Score: Raw -939639.279836 + Penalty 2918.923961 = -936720.355875
  nChanged 5
		SP:Iteration 40F (105175.390000 sec): 3 clusters
  Score: Raw -939640.380016 + Penalty 2918.923961 = -936721.456055
  nChanged 6
		SP:Iteration 41Q (105175.620000 sec): 3 clusters
  Score: Raw -939641.630696 + Penalty 2918.923961 = -936722.706735
  nChanged 4
		SP:Iteration 42Q (105175.820000 sec): 3 clusters
  Score: Raw -939642.829342 + Penalty 2918.923961 = -936723.905381
  nChanged 5
		SP:Iteration 43Q (105176.030000 sec): 3 clusters
  Score: Raw -939643.893113 + Penalty 2918.923961 = -936724.969152
  nChanged 3
		SP:Iteration 44Q (105176.260000 sec): 3 clusters
  Score: Raw -939644.109008 + Penalty 2918.923961 = -936725.185047
  nChanged 2
		SP:Iteration 45Q (105176.460000 sec): 3 clusters
  Score: Raw -939644.646273 + Penalty 2918.923961 = -936725.722312
  nChanged 1
		SP:Iteration 46Q (105176.640000 sec): 3 clusters
  Score: Raw -939645.038980 + Penalty 2918.923961 = -936726.115019
  nChanged 0
		SP:Iteration 47F (105176.880000 sec): 3 clusters
  Score: Raw -939645.038980 + Penalty 2918.923961 = -936726.115019
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 95 (6461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105176.960000 sec): 2 clusters
  Score: Raw -763085.032669 + Penalty 1425.700150 = -761659.332519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105177.190000 sec): 3 clusters
  Score: Raw -759626.454378 + Penalty 2851.400300 = -756775.054078
  nChanged 2703
		SP:Iteration 1F (105177.390000 sec): 3 clusters
  Score: Raw -761061.045592 + Penalty 2851.400300 = -758209.645293
  nChanged 424
		SP:Iteration 2F (105177.630000 sec): 3 clusters
  Score: Raw -761340.112659 + Penalty 2851.400300 = -758488.712359
  nChanged 379
		SP:Iteration 3F (105177.790000 sec): 3 clusters
  Score: Raw -761584.158875 + Penalty 2851.400300 = -758732.758575
  nChanged 357
		SP:Iteration 4F (105178.000000 sec): 3 clusters
  Score: Raw -761815.880970 + Penalty 2851.400300 = -758964.480670
  nChanged 335
		SP:Iteration 5F (105178.230000 sec): 3 clusters
  Score: Raw -762014.808034 + Penalty 2851.400300 = -759163.407734
  nChanged 334
		SP:Iteration 6F (105178.390000 sec): 3 clusters
  Score: Raw -762219.194590 + Penalty 2851.400300 = -759367.794291
  nChanged 302
		SP:Iteration 7Q (105178.610000 sec): 3 clusters
  Score: Raw -762420.162167 + Penalty 2851.400300 = -759568.761867
  nChanged 351
		SP:Iteration 8F (105178.830000 sec): 3 clusters
  Score: Raw -762697.992740 + Penalty 2851.400300 = -759846.592440
  nChanged 358
		SP:Iteration 9F (105179.010000 sec): 3 clusters
  Score: Raw -763007.012262 + Penalty 2851.400300 = -760155.611962
  nChanged 315
		SP:Iteration 10Q (105179.200000 sec): 3 clusters
  Score: Raw -763301.637620 + Penalty 2851.400300 = -760450.237320
  nChanged 290
		SP:Iteration 11Q (105179.380000 sec): 3 clusters
  Score: Raw -763603.790477 + Penalty 2851.400300 = -760752.390178
  nChanged 252
		SP:Iteration 12Q (105179.590000 sec): 3 clusters
  Score: Raw -763852.417247 + Penalty 2851.400300 = -761001.016947
  nChanged 185
		SP:Iteration 13Q (105179.830000 sec): 3 clusters
  Score: Raw -764046.130550 + Penalty 2851.400300 = -761194.730250
  nChanged 165
		SP:Iteration 14Q (105180.010000 sec): 3 clusters
  Score: Raw -764197.755281 + Penalty 2851.400300 = -761346.354981
  nChanged 131
		SP:Iteration 15Q (105180.200000 sec): 3 clusters
  Score: Raw -764294.813871 + Penalty 2851.400300 = -761443.413571
  nChanged 105
		SP:Iteration 16Q (105180.430000 sec): 3 clusters
  Score: Raw -764358.015365 + Penalty 2851.400300 = -761506.615065
  nChanged 90
		SP:Iteration 17Q (105180.620000 sec): 3 clusters
  Score: Raw -764398.125827 + Penalty 2851.400300 = -761546.725528
  nChanged 47
		SP:Iteration 18Q (105180.730000 sec): 3 clusters
  Score: Raw -764418.799108 + Penalty 2851.400300 = -761567.398808
  nChanged 44
		SP:Iteration 19Q (105180.970000 sec): 3 clusters
  Score: Raw -764435.059689 + Penalty 2851.400300 = -761583.659390
  nChanged 19
		SP:Iteration 20F (105181.170000 sec): 3 clusters
  Score: Raw -764439.911538 + Penalty 2851.400300 = -761588.511239
  nChanged 16
		SP:Iteration 21Q (105181.350000 sec): 3 clusters
  Score: Raw -764443.263636 + Penalty 2851.400300 = -761591.863336
  nChanged 5
		SP:Iteration 22Q (105181.490000 sec): 3 clusters
  Score: Raw -764444.516662 + Penalty 2851.400300 = -761593.116362
  nChanged 7
		SP:Iteration 23Q (105181.690000 sec): 3 clusters
  Score: Raw -764446.270216 + Penalty 2851.400300 = -761594.869917
  nChanged 9
		SP:Iteration 24Q (105181.870000 sec): 3 clusters
  Score: Raw -764448.214204 + Penalty 2851.400300 = -761596.813905
  nChanged 7
		SP:Iteration 25Q (105182.040000 sec): 3 clusters
  Score: Raw -764450.014231 + Penalty 2851.400300 = -761598.613931
  nChanged 3
		SP:Iteration 26Q (105182.250000 sec): 3 clusters
  Score: Raw -764450.573285 + Penalty 2851.400300 = -761599.172986
  nChanged 2
		SP:Iteration 27Q (105182.390000 sec): 3 clusters
  Score: Raw -764450.778482 + Penalty 2851.400300 = -761599.378183
  nChanged 0
		SP:Iteration 28F (105182.600000 sec): 3 clusters
  Score: Raw -764450.778482 + Penalty 2851.400300 = -761599.378183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 96 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105182.760000 sec): 2 clusters
  Score: Raw -410356.445112 + Penalty 1322.706495 = -409033.738617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105182.900000 sec): 3 clusters
  Score: Raw -408687.114272 + Penalty 2645.412991 = -406041.701282
  nChanged 1312
		SP:Iteration 1F (105183.080000 sec): 3 clusters
  Score: Raw -409380.170801 + Penalty 2645.412991 = -406734.757810
  nChanged 263
		SP:Iteration 2F (105183.250000 sec): 3 clusters
  Score: Raw -409531.314449 + Penalty 2645.412991 = -406885.901458
  nChanged 193
		SP:Iteration 3F (105183.450000 sec): 3 clusters
  Score: Raw -409639.602531 + Penalty 2645.412991 = -406994.189540
  nChanged 160
		SP:Iteration 4Q (105183.610000 sec): 3 clusters
  Score: Raw -409738.078763 + Penalty 2645.412991 = -407092.665773
  nChanged 158
		SP:Iteration 5Q (105183.800000 sec): 3 clusters
  Score: Raw -409828.248418 + Penalty 2645.412991 = -407182.835428
  nChanged 135
		SP:Iteration 6Q (105183.940000 sec): 3 clusters
  Score: Raw -409920.496072 + Penalty 2645.412991 = -407275.083081
  nChanged 134
		SP:Iteration 7Q (105184.100000 sec): 3 clusters
  Score: Raw -410011.888609 + Penalty 2645.412991 = -407366.475618
  nChanged 120
		SP:Iteration 8Q (105184.270000 sec): 3 clusters
  Score: Raw -410092.026777 + Penalty 2645.412991 = -407446.613786
  nChanged 116
		SP:Iteration 9Q (105184.440000 sec): 3 clusters
  Score: Raw -410173.487888 + Penalty 2645.412991 = -407528.074897
  nChanged 110
		SP:Iteration 10Q (105184.610000 sec): 3 clusters
  Score: Raw -410240.296831 + Penalty 2645.412991 = -407594.883840
  nChanged 89
		SP:Iteration 11Q (105184.790000 sec): 3 clusters
  Score: Raw -410284.333960 + Penalty 2645.412991 = -407638.920969
  nChanged 73
		SP:Iteration 12Q (105185.000000 sec): 3 clusters
  Score: Raw -410318.668498 + Penalty 2645.412991 = -407673.255507
  nChanged 54
		SP:Iteration 13Q (105185.170000 sec): 3 clusters
  Score: Raw -410348.836892 + Penalty 2645.412991 = -407703.423902
  nChanged 52
		SP:Iteration 14Q (105185.350000 sec): 3 clusters
  Score: Raw -410380.347677 + Penalty 2645.412991 = -407734.934686
  nChanged 51
		SP:Iteration 15Q (105185.540000 sec): 3 clusters
  Score: Raw -410408.426233 + Penalty 2645.412991 = -407763.013242
  nChanged 45
		SP:Iteration 16Q (105185.740000 sec): 3 clusters
  Score: Raw -410430.020965 + Penalty 2645.412991 = -407784.607974
  nChanged 37
		SP:Iteration 17Q (105185.910000 sec): 3 clusters
  Score: Raw -410447.790467 + Penalty 2645.412991 = -407802.377476
  nChanged 42
		SP:Iteration 18Q (105186.060000 sec): 3 clusters
  Score: Raw -410469.833241 + Penalty 2645.412991 = -407824.420250
  nChanged 32
		SP:Iteration 19Q (105186.250000 sec): 3 clusters
  Score: Raw -410487.099534 + Penalty 2645.412991 = -407841.686543
  nChanged 31
		SP:Iteration 20F (105186.470000 sec): 3 clusters
  Score: Raw -410502.463182 + Penalty 2645.412991 = -407857.050191
  nChanged 26
		SP:Iteration 21Q (105186.660000 sec): 3 clusters
  Score: Raw -410516.849418 + Penalty 2645.412991 = -407871.436427
  nChanged 22
		SP:Iteration 22Q (105186.810000 sec): 3 clusters
  Score: Raw -410530.392886 + Penalty 2645.412991 = -407884.979895
  nChanged 19
		SP:Iteration 23Q (105187.020000 sec): 3 clusters
  Score: Raw -410541.947142 + Penalty 2645.412991 = -407896.534151
  nChanged 25
		SP:Iteration 24Q (105187.210000 sec): 3 clusters
  Score: Raw -410555.724134 + Penalty 2645.412991 = -407910.311143
  nChanged 21
		SP:Iteration 25Q (105187.370000 sec): 3 clusters
  Score: Raw -410567.454573 + Penalty 2645.412991 = -407922.041582
  nChanged 14
		SP:Iteration 26Q (105187.560000 sec): 3 clusters
  Score: Raw -410576.291099 + Penalty 2645.412991 = -407930.878108
  nChanged 13
		SP:Iteration 27Q (105187.710000 sec): 3 clusters
  Score: Raw -410585.650196 + Penalty 2645.412991 = -407940.237205
  nChanged 18
		SP:Iteration 28Q (105187.880000 sec): 3 clusters
  Score: Raw -410595.303619 + Penalty 2645.412991 = -407949.890628
  nChanged 10
		SP:Iteration 29Q (105188.070000 sec): 3 clusters
  Score: Raw -410601.331155 + Penalty 2645.412991 = -407955.918164
  nChanged 13
		SP:Iteration 30Q (105188.220000 sec): 3 clusters
  Score: Raw -410609.228963 + Penalty 2645.412991 = -407963.815972
  nChanged 12
		SP:Iteration 31Q (105188.400000 sec): 3 clusters
  Score: Raw -410615.380950 + Penalty 2645.412991 = -407969.967959
  nChanged 13
		SP:Iteration 32Q (105188.540000 sec): 3 clusters
  Score: Raw -410621.501648 + Penalty 2645.412991 = -407976.088657
  nChanged 6
		SP:Iteration 33Q (105188.760000 sec): 3 clusters
  Score: Raw -410623.468076 + Penalty 2645.412991 = -407978.055086
  nChanged 2
		SP:Iteration 34Q (105188.920000 sec): 3 clusters
  Score: Raw -410625.180855 + Penalty 2645.412991 = -407979.767864
  nChanged 7
		SP:Iteration 35Q (105189.110000 sec): 3 clusters
  Score: Raw -410629.771848 + Penalty 2645.412991 = -407984.358857
  nChanged 5
		SP:Iteration 36Q (105189.320000 sec): 3 clusters
  Score: Raw -410632.117911 + Penalty 2645.412991 = -407986.704920
  nChanged 3
		SP:Iteration 37Q (105189.500000 sec): 3 clusters
  Score: Raw -410634.080824 + Penalty 2645.412991 = -407988.667834
  nChanged 5
		SP:Iteration 38Q (105189.730000 sec): 3 clusters
  Score: Raw -410638.024304 + Penalty 2645.412991 = -407992.611313
  nChanged 2
		SP:Iteration 39Q (105189.870000 sec): 3 clusters
  Score: Raw -410639.020455 + Penalty 2645.412991 = -407993.607464
  nChanged 3
		SP:Iteration 40F (105190.100000 sec): 3 clusters
  Score: Raw -410640.789230 + Penalty 2645.412991 = -407995.376239
  nChanged 1
		SP:Iteration 41Q (105190.280000 sec): 3 clusters
  Score: Raw -410640.942712 + Penalty 2645.412991 = -407995.529721
  nChanged 0
		SP:Iteration 42F (105190.440000 sec): 3 clusters
  Score: Raw -410640.942712 + Penalty 2645.412991 = -407995.529721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 97 (1077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105190.520000 sec): 2 clusters
  Score: Raw -124914.458242 + Penalty 1134.564385 = -123779.893857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105190.680000 sec): 3 clusters
  Score: Raw -124541.685621 + Penalty 2269.128770 = -122272.556851
  nChanged 318
		SP:Iteration 1F (105190.870000 sec): 3 clusters
  Score: Raw -124797.947123 + Penalty 2269.128770 = -122528.818353
  nChanged 92
		SP:Iteration 2F (105191.040000 sec): 3 clusters
  Score: Raw -124908.061554 + Penalty 2269.128770 = -122638.932784
  nChanged 49
		SP:Iteration 3Q (105191.230000 sec): 3 clusters
  Score: Raw -124962.709895 + Penalty 2269.128770 = -122693.581125
  nChanged 36
		SP:Iteration 4Q (105191.400000 sec): 3 clusters
  Score: Raw -125000.161158 + Penalty 2269.128770 = -122731.032388
  nChanged 23
		SP:Iteration 5Q (105191.560000 sec): 3 clusters
  Score: Raw -125021.013219 + Penalty 2269.128770 = -122751.884449
  nChanged 19
		SP:Iteration 6Q (105191.740000 sec): 3 clusters
  Score: Raw -125044.891200 + Penalty 2269.128770 = -122775.762430
  nChanged 21
		SP:Iteration 7Q (105191.950000 sec): 3 clusters
  Score: Raw -125064.711451 + Penalty 2269.128770 = -122795.582681
  nChanged 20
		SP:Iteration 8Q (105192.140000 sec): 3 clusters
  Score: Raw -125093.737303 + Penalty 2269.128770 = -122824.608533
  nChanged 16
		SP:Iteration 9Q (105192.320000 sec): 3 clusters
  Score: Raw -125112.034737 + Penalty 2269.128770 = -122842.905967
  nChanged 12
		SP:Iteration 10Q (105192.490000 sec): 3 clusters
  Score: Raw -125124.432772 + Penalty 2269.128770 = -122855.304002
  nChanged 16
		SP:Iteration 11Q (105192.700000 sec): 3 clusters
  Score: Raw -125141.233851 + Penalty 2269.128770 = -122872.105081
  nChanged 11
		SP:Iteration 12Q (105192.880000 sec): 3 clusters
  Score: Raw -125150.864789 + Penalty 2269.128770 = -122881.736019
  nChanged 8
		SP:Iteration 13Q (105193.050000 sec): 3 clusters
  Score: Raw -125156.527191 + Penalty 2269.128770 = -122887.398421
  nChanged 5
		SP:Iteration 14Q (105193.180000 sec): 3 clusters
  Score: Raw -125160.891148 + Penalty 2269.128770 = -122891.762378
  nChanged 5
		SP:Iteration 15Q (105193.350000 sec): 3 clusters
  Score: Raw -125164.245942 + Penalty 2269.128770 = -122895.117171
  nChanged 1
		SP:Iteration 16Q (105193.540000 sec): 3 clusters
  Score: Raw -125164.691964 + Penalty 2269.128770 = -122895.563194
  nChanged 1
		SP:Iteration 17Q (105193.710000 sec): 3 clusters
  Score: Raw -125165.046491 + Penalty 2269.128770 = -122895.917720
  nChanged 0
		SP:Iteration 18F (105193.880000 sec): 3 clusters
  Score: Raw -125165.046491 + Penalty 2269.128770 = -122895.917720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 98 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105193.970000 sec): 2 clusters
  Score: Raw -36769.816015 + Penalty 944.310411 = -35825.505604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105194.140000 sec): 3 clusters
  Score: Raw -36789.163440 + Penalty 1888.620823 = -34900.542617
  nChanged 53
		SP:Iteration 1F (105194.310000 sec): 3 clusters
  Score: Raw -36910.362485 + Penalty 1888.620823 = -35021.741662
  nChanged 16
		SP:Iteration 2Q (105194.510000 sec): 3 clusters
  Score: Raw -36954.522654 + Penalty 1888.620823 = -35065.901832
  nChanged 16
		SP:Iteration 3Q (105194.650000 sec): 3 clusters
  Score: Raw -37012.794262 + Penalty 1888.620823 = -35124.173439
  nChanged 8
		SP:Iteration 4Q (105194.830000 sec): 3 clusters
  Score: Raw -37049.126677 + Penalty 1888.620823 = -35160.505854
  nChanged 6
		SP:Iteration 5Q (105195.040000 sec): 3 clusters
  Score: Raw -37074.738461 + Penalty 1888.620823 = -35186.117638
  nChanged 3
		SP:Iteration 6Q (105195.230000 sec): 3 clusters
  Score: Raw -37082.039435 + Penalty 1888.620823 = -35193.418612
  nChanged 2
		SP:Iteration 7Q (105195.410000 sec): 3 clusters
  Score: Raw -37085.075167 + Penalty 1888.620823 = -35196.454344
  nChanged 1
		SP:Iteration 8Q (105195.590000 sec): 3 clusters
  Score: Raw -37086.179421 + Penalty 1888.620823 = -35197.558599
  nChanged 2
		SP:Iteration 9Q (105195.740000 sec): 3 clusters
  Score: Raw -37093.463619 + Penalty 1888.620823 = -35204.842796
  nChanged 3
		SP:Iteration 10Q (105195.940000 sec): 3 clusters
  Score: Raw -37098.547351 + Penalty 1888.620823 = -35209.926528
  nChanged 1
		SP:Iteration 11Q (105196.120000 sec): 3 clusters
  Score: Raw -37100.595555 + Penalty 1888.620823 = -35211.974732
  nChanged 1
		SP:Iteration 12Q (105196.320000 sec): 3 clusters
  Score: Raw -37102.029597 + Penalty 1888.620823 = -35213.408774
  nChanged 0
		SP:Iteration 13F (105196.470000 sec): 3 clusters
  Score: Raw -37102.029597 + Penalty 1888.620823 = -35213.408774
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 99 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105196.550000 sec): 2 clusters
  Score: Raw -143400.754343 + Penalty 1156.017868 = -142244.736475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105196.750000 sec): 3 clusters
  Score: Raw -142952.426956 + Penalty 2312.035736 = -140640.391220
  nChanged 416
		SP:Iteration 1F (105196.870000 sec): 3 clusters
  Score: Raw -143345.400447 + Penalty 2312.035736 = -141033.364712
  nChanged 109
		SP:Iteration 2F (105197.030000 sec): 3 clusters
  Score: Raw -143482.917889 + Penalty 2312.035736 = -141170.882153
  nChanged 66
		SP:Iteration 3F (105197.190000 sec): 3 clusters
  Score: Raw -143560.700207 + Penalty 2312.035736 = -141248.664472
  nChanged 49
		SP:Iteration 4Q (105197.370000 sec): 3 clusters
  Score: Raw -143616.021429 + Penalty 2312.035736 = -141303.985693
  nChanged 37
		SP:Iteration 5Q (105197.560000 sec): 3 clusters
  Score: Raw -143659.045828 + Penalty 2312.035736 = -141347.010092
  nChanged 33
		SP:Iteration 6Q (105197.720000 sec): 3 clusters
  Score: Raw -143688.056332 + Penalty 2312.035736 = -141376.020597
  nChanged 21
		SP:Iteration 7Q (105197.940000 sec): 3 clusters
  Score: Raw -143704.316007 + Penalty 2312.035736 = -141392.280272
  nChanged 21
		SP:Iteration 8Q (105198.090000 sec): 3 clusters
  Score: Raw -143722.749126 + Penalty 2312.035736 = -141410.713391
  nChanged 17
		SP:Iteration 9Q (105198.270000 sec): 3 clusters
  Score: Raw -143738.745281 + Penalty 2312.035736 = -141426.709546
  nChanged 18
		SP:Iteration 10Q (105198.410000 sec): 3 clusters
  Score: Raw -143761.649983 + Penalty 2312.035736 = -141449.614247
  nChanged 20
		SP:Iteration 11Q (105198.630000 sec): 3 clusters
  Score: Raw -143779.849426 + Penalty 2312.035736 = -141467.813690
  nChanged 18
		SP:Iteration 12Q (105198.800000 sec): 3 clusters
  Score: Raw -143801.090386 + Penalty 2312.035736 = -141489.054651
  nChanged 20
		SP:Iteration 13Q (105198.930000 sec): 3 clusters
  Score: Raw -143821.160522 + Penalty 2312.035736 = -141509.124787
  nChanged 14
		SP:Iteration 14Q (105199.090000 sec): 3 clusters
  Score: Raw -143839.443976 + Penalty 2312.035736 = -141527.408240
  nChanged 13
		SP:Iteration 15Q (105199.270000 sec): 3 clusters
  Score: Raw -143855.179403 + Penalty 2312.035736 = -141543.143668
  nChanged 8
		SP:Iteration 16Q (105199.450000 sec): 3 clusters
  Score: Raw -143863.151523 + Penalty 2312.035736 = -141551.115788
  nChanged 7
		SP:Iteration 17Q (105199.580000 sec): 3 clusters
  Score: Raw -143870.754878 + Penalty 2312.035736 = -141558.719142
  nChanged 4
		SP:Iteration 18Q (105199.770000 sec): 3 clusters
  Score: Raw -143874.261188 + Penalty 2312.035736 = -141562.225453
  nChanged 2
		SP:Iteration 19Q (105199.950000 sec): 3 clusters
  Score: Raw -143876.685052 + Penalty 2312.035736 = -141564.649317
  nChanged 2
		SP:Iteration 20F (105200.130000 sec): 3 clusters
  Score: Raw -143877.929466 + Penalty 2312.035736 = -141565.893730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 100 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105200.250000 sec): 2 clusters
  Score: Raw -174147.471197 + Penalty 1185.667156 = -172961.804041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105200.400000 sec): 3 clusters
  Score: Raw -173580.825324 + Penalty 2371.334312 = -171209.491012
  nChanged 510
		SP:Iteration 1F (105200.580000 sec): 3 clusters
  Score: Raw -173969.017796 + Penalty 2371.334312 = -171597.683484
  nChanged 112
		SP:Iteration 2F (105200.720000 sec): 3 clusters
  Score: Raw -174080.896296 + Penalty 2371.334312 = -171709.561984
  nChanged 69
		SP:Iteration 3Q (105200.930000 sec): 3 clusters
  Score: Raw -174139.250234 + Penalty 2371.334312 = -171767.915922
  nChanged 44
		SP:Iteration 4Q (105201.100000 sec): 3 clusters
  Score: Raw -174172.608388 + Penalty 2371.334312 = -171801.274076
  nChanged 17
		SP:Iteration 5Q (105201.260000 sec): 3 clusters
  Score: Raw -174186.436877 + Penalty 2371.334312 = -171815.102565
  nChanged 13
		SP:Iteration 6Q (105201.440000 sec): 3 clusters
  Score: Raw -174197.060349 + Penalty 2371.334312 = -171825.726036
  nChanged 11
		SP:Iteration 7Q (105201.600000 sec): 3 clusters
  Score: Raw -174203.252080 + Penalty 2371.334312 = -171831.917767
  nChanged 10
		SP:Iteration 8Q (105201.770000 sec): 3 clusters
  Score: Raw -174208.175331 + Penalty 2371.334312 = -171836.841019
  nChanged 4
		SP:Iteration 9Q (105201.940000 sec): 3 clusters
  Score: Raw -174210.153801 + Penalty 2371.334312 = -171838.819488
  nChanged 5
		SP:Iteration 10Q (105202.080000 sec): 3 clusters
  Score: Raw -174214.778832 + Penalty 2371.334312 = -171843.444520
  nChanged 3
		SP:Iteration 11Q (105202.240000 sec): 3 clusters
  Score: Raw -174217.030681 + Penalty 2371.334312 = -171845.696368
  nChanged 4
		SP:Iteration 12Q (105202.420000 sec): 3 clusters
  Score: Raw -174218.404704 + Penalty 2371.334312 = -171847.070392
  nChanged 3
		SP:Iteration 13Q (105202.640000 sec): 3 clusters
  Score: Raw -174220.815278 + Penalty 2371.334312 = -171849.480966
  nChanged 4
		SP:Iteration 14Q (105202.780000 sec): 3 clusters
  Score: Raw -174223.071633 + Penalty 2371.334312 = -171851.737321
  nChanged 3
		SP:Iteration 15Q (105202.970000 sec): 3 clusters
  Score: Raw -174225.958993 + Penalty 2371.334312 = -171854.624680
  nChanged 2
		SP:Iteration 16Q (105203.120000 sec): 3 clusters
  Score: Raw -174226.542025 + Penalty 2371.334312 = -171855.207712
  nChanged 1
		SP:Iteration 17Q (105203.340000 sec): 3 clusters
  Score: Raw -174227.932887 + Penalty 2371.334312 = -171856.598574
  nChanged 1
		SP:Iteration 18Q (105203.530000 sec): 3 clusters
  Score: Raw -174228.388268 + Penalty 2371.334312 = -171857.053956
  nChanged 1
		SP:Iteration 19Q (105203.690000 sec): 3 clusters
  Score: Raw -174229.678371 + Penalty 2371.334312 = -171858.344059
  nChanged 0
		SP:Iteration 20F (105203.870000 sec): 3 clusters
  Score: Raw -174229.678371 + Penalty 2371.334312 = -171858.344059
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 101 (686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105203.980000 sec): 2 clusters
  Score: Raw -65690.582288 + Penalty 1061.267615 = -64629.314673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105204.090000 sec): 3 clusters
  Score: Raw -65537.536951 + Penalty 2122.535229 = -63415.001722
  nChanged 189
		SP:Iteration 1F (105204.290000 sec): 3 clusters
  Score: Raw -65815.972714 + Penalty 2122.535229 = -63693.437485
  nChanged 60
		SP:Iteration 2F (105204.440000 sec): 3 clusters
  Score: Raw -65919.726982 + Penalty 2122.535229 = -63797.191753
  nChanged 32
		SP:Iteration 3Q (105204.620000 sec): 3 clusters
  Score: Raw -65960.642710 + Penalty 2122.535229 = -63838.107481
  nChanged 15
		SP:Iteration 4Q (105204.800000 sec): 3 clusters
  Score: Raw -65988.421152 + Penalty 2122.535229 = -63865.885923
  nChanged 13
		SP:Iteration 5Q (105205.000000 sec): 3 clusters
  Score: Raw -66005.499021 + Penalty 2122.535229 = -63882.963792
  nChanged 6
		SP:Iteration 6Q (105205.120000 sec): 3 clusters
  Score: Raw -66015.699452 + Penalty 2122.535229 = -63893.164223
  nChanged 5
		SP:Iteration 7Q (105205.290000 sec): 3 clusters
  Score: Raw -66022.318022 + Penalty 2122.535229 = -63899.782793
  nChanged 6
		SP:Iteration 8Q (105205.460000 sec): 3 clusters
  Score: Raw -66030.602381 + Penalty 2122.535229 = -63908.067152
  nChanged 6
		SP:Iteration 9Q (105205.660000 sec): 3 clusters
  Score: Raw -66036.149649 + Penalty 2122.535229 = -63913.614420
  nChanged 1
		SP:Iteration 10Q (105205.840000 sec): 3 clusters
  Score: Raw -66038.080867 + Penalty 2122.535229 = -63915.545638
  nChanged 0
		SP:Iteration 11F (105205.960000 sec): 3 clusters
  Score: Raw -66038.080867 + Penalty 2122.535229 = -63915.545638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 102 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105206.080000 sec): 2 clusters
  Score: Raw -20360.276673 + Penalty 854.342998 = -19505.933675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105206.210000 sec): 3 clusters
  Score: Raw -20650.204995 + Penalty 1708.685996 = -18941.518999
  nChanged 39
		SP:Iteration 1F (105206.390000 sec): 3 clusters
  Score: Raw -20779.702525 + Penalty 1708.685996 = -19071.016530
  nChanged 6
		SP:Iteration 2Q (105206.600000 sec): 3 clusters
  Score: Raw -20845.026062 + Penalty 1708.685996 = -19136.340066
  nChanged 1
		SP:Iteration 3Q (105206.780000 sec): 3 clusters
  Score: Raw -20848.768545 + Penalty 1708.685996 = -19140.082549
  nChanged 0
		SP:Iteration 4F (105206.920000 sec): 3 clusters
  Score: Raw -20848.768545 + Penalty 1708.685996 = -19140.082549
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 103 (860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105207.020000 sec): 2 clusters
  Score: Raw -97557.607920 + Penalty 1098.001513 = -96459.606407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105207.200000 sec): 3 clusters
  Score: Raw -97307.681811 + Penalty 2196.003027 = -95111.678785
  nChanged 234
		SP:Iteration 1F (105207.370000 sec): 3 clusters
  Score: Raw -97556.803178 + Penalty 2196.003027 = -95360.800151
  nChanged 80
		SP:Iteration 2F (105207.530000 sec): 3 clusters
  Score: Raw -97654.478866 + Penalty 2196.003027 = -95458.475840
  nChanged 40
		SP:Iteration 3Q (105207.670000 sec): 3 clusters
  Score: Raw -97702.697536 + Penalty 2196.003027 = -95506.694509
  nChanged 28
		SP:Iteration 4Q (105207.830000 sec): 3 clusters
  Score: Raw -97742.181273 + Penalty 2196.003027 = -95546.178247
  nChanged 19
		SP:Iteration 5Q (105207.980000 sec): 3 clusters
  Score: Raw -97769.431555 + Penalty 2196.003027 = -95573.428528
  nChanged 13
		SP:Iteration 6Q (105208.140000 sec): 3 clusters
  Score: Raw -97792.447945 + Penalty 2196.003027 = -95596.444919
  nChanged 17
		SP:Iteration 7Q (105208.320000 sec): 3 clusters
  Score: Raw -97824.995971 + Penalty 2196.003027 = -95628.992945
  nChanged 14
		SP:Iteration 8Q (105208.480000 sec): 3 clusters
  Score: Raw -97845.791786 + Penalty 2196.003027 = -95649.788760
  nChanged 10
		SP:Iteration 9Q (105208.670000 sec): 3 clusters
  Score: Raw -97863.864923 + Penalty 2196.003027 = -95667.861897
  nChanged 8
		SP:Iteration 10Q (105208.820000 sec): 3 clusters
  Score: Raw -97877.432093 + Penalty 2196.003027 = -95681.429066
  nChanged 9
		SP:Iteration 11Q (105208.960000 sec): 3 clusters
  Score: Raw -97899.001805 + Penalty 2196.003027 = -95702.998779
  nChanged 10
		SP:Iteration 12Q (105209.150000 sec): 3 clusters
  Score: Raw -97912.226937 + Penalty 2196.003027 = -95716.223911
  nChanged 16
		SP:Iteration 13Q (105209.330000 sec): 3 clusters
  Score: Raw -97929.772996 + Penalty 2196.003027 = -95733.769969
  nChanged 9
		SP:Iteration 14Q (105209.510000 sec): 3 clusters
  Score: Raw -97941.522781 + Penalty 2196.003027 = -95745.519754
  nChanged 11
		SP:Iteration 15Q (105209.650000 sec): 3 clusters
  Score: Raw -97957.383440 + Penalty 2196.003027 = -95761.380414
  nChanged 6
		SP:Iteration 16Q (105209.810000 sec): 3 clusters
  Score: Raw -97968.299952 + Penalty 2196.003027 = -95772.296925
  nChanged 7
		SP:Iteration 17Q (105209.970000 sec): 3 clusters
  Score: Raw -97974.475831 + Penalty 2196.003027 = -95778.472804
  nChanged 4
		SP:Iteration 18Q (105210.160000 sec): 3 clusters
  Score: Raw -97978.653257 + Penalty 2196.003027 = -95782.650231
  nChanged 6
		SP:Iteration 19Q (105210.340000 sec): 3 clusters
  Score: Raw -97984.526796 + Penalty 2196.003027 = -95788.523770
  nChanged 6
		SP:Iteration 20F (105210.510000 sec): 3 clusters
  Score: Raw -97991.818365 + Penalty 2196.003027 = -95795.815339
  nChanged 6
		SP:Iteration 21Q (105210.680000 sec): 3 clusters
  Score: Raw -97998.180158 + Penalty 2196.003027 = -95802.177132
  nChanged 3
		SP:Iteration 22Q (105210.810000 sec): 3 clusters
  Score: Raw -98000.528827 + Penalty 2196.003027 = -95804.525800
  nChanged 3
		SP:Iteration 23Q (105210.960000 sec): 3 clusters
  Score: Raw -98005.428608 + Penalty 2196.003027 = -95809.425582
  nChanged 2
		SP:Iteration 24Q (105211.150000 sec): 3 clusters
  Score: Raw -98007.812111 + Penalty 2196.003027 = -95811.809084
  nChanged 3
		SP:Iteration 25Q (105211.350000 sec): 3 clusters
  Score: Raw -98009.698395 + Penalty 2196.003027 = -95813.695369
  nChanged 1
		SP:Iteration 26Q (105211.540000 sec): 3 clusters
  Score: Raw -98011.379590 + Penalty 2196.003027 = -95815.376564
  nChanged 4
		SP:Iteration 27Q (105211.750000 sec): 3 clusters
  Score: Raw -98016.958488 + Penalty 2196.003027 = -95820.955462
  nChanged 6
		SP:Iteration 28Q (105211.890000 sec): 3 clusters
  Score: Raw -98026.471977 + Penalty 2196.003027 = -95830.468950
  nChanged 3
		SP:Iteration 29Q (105212.040000 sec): 3 clusters
  Score: Raw -98028.434145 + Penalty 2196.003027 = -95832.431119
  nChanged 1
		SP:Iteration 30Q (105212.260000 sec): 3 clusters
  Score: Raw -98028.837764 + Penalty 2196.003027 = -95832.834738
  nChanged 1
		SP:Iteration 31Q (105212.440000 sec): 3 clusters
  Score: Raw -98029.301205 + Penalty 2196.003027 = -95833.298179
  nChanged 0
		SP:Iteration 32F (105212.630000 sec): 3 clusters
  Score: Raw -98029.301205 + Penalty 2196.003027 = -95833.298179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 104 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105212.720000 sec): 2 clusters
  Score: Raw -413556.324759 + Penalty 1328.297643 = -412228.027115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105212.910000 sec): 3 clusters
  Score: Raw -411815.501865 + Penalty 2656.595287 = -409158.906578
  nChanged 1330
		SP:Iteration 1F (105213.090000 sec): 3 clusters
  Score: Raw -412668.216084 + Penalty 2656.595287 = -410011.620798
  nChanged 284
		SP:Iteration 2F (105213.310000 sec): 3 clusters
  Score: Raw -412908.694192 + Penalty 2656.595287 = -410252.098905
  nChanged 253
		SP:Iteration 3F (105213.460000 sec): 3 clusters
  Score: Raw -413154.029670 + Penalty 2656.595287 = -410497.434383
  nChanged 227
		SP:Iteration 4F (105213.680000 sec): 3 clusters
  Score: Raw -413370.136949 + Penalty 2656.595287 = -410713.541662
  nChanged 197
		SP:Iteration 5F (105213.840000 sec): 3 clusters
  Score: Raw -413542.410877 + Penalty 2656.595287 = -410885.815591
  nChanged 170
		SP:Iteration 6Q (105214.050000 sec): 3 clusters
  Score: Raw -413699.971728 + Penalty 2656.595287 = -411043.376442
  nChanged 142
		SP:Iteration 7Q (105214.210000 sec): 3 clusters
  Score: Raw -413814.613974 + Penalty 2656.595287 = -411158.018687
  nChanged 121
		SP:Iteration 8Q (105214.410000 sec): 3 clusters
  Score: Raw -413896.543604 + Penalty 2656.595287 = -411239.948318
  nChanged 86
		SP:Iteration 9Q (105214.600000 sec): 3 clusters
  Score: Raw -413950.118986 + Penalty 2656.595287 = -411293.523700
  nChanged 58
		SP:Iteration 10Q (105214.780000 sec): 3 clusters
  Score: Raw -413984.045591 + Penalty 2656.595287 = -411327.450304
  nChanged 50
		SP:Iteration 11Q (105214.970000 sec): 3 clusters
  Score: Raw -414009.197039 + Penalty 2656.595287 = -411352.601753
  nChanged 36
		SP:Iteration 12Q (105215.160000 sec): 3 clusters
  Score: Raw -414025.719008 + Penalty 2656.595287 = -411369.123721
  nChanged 28
		SP:Iteration 13Q (105215.290000 sec): 3 clusters
  Score: Raw -414034.858663 + Penalty 2656.595287 = -411378.263376
  nChanged 14
		SP:Iteration 14Q (105215.490000 sec): 3 clusters
  Score: Raw -414039.069924 + Penalty 2656.595287 = -411382.474637
  nChanged 11
		SP:Iteration 15Q (105215.700000 sec): 3 clusters
  Score: Raw -414042.014050 + Penalty 2656.595287 = -411385.418763
  nChanged 4
		SP:Iteration 16Q (105215.880000 sec): 3 clusters
  Score: Raw -414043.571676 + Penalty 2656.595287 = -411386.976389
  nChanged 5
		SP:Iteration 17Q (105216.070000 sec): 3 clusters
  Score: Raw -414044.810347 + Penalty 2656.595287 = -411388.215060
  nChanged 4
		SP:Iteration 18Q (105216.230000 sec): 3 clusters
  Score: Raw -414045.918127 + Penalty 2656.595287 = -411389.322840
  nChanged 3
		SP:Iteration 19Q (105216.470000 sec): 3 clusters
  Score: Raw -414046.655473 + Penalty 2656.595287 = -411390.060186
  nChanged 5
		SP:Iteration 20F (105216.660000 sec): 3 clusters
  Score: Raw -414047.861180 + Penalty 2656.595287 = -411391.265893
  nChanged 8
		SP:Iteration 21Q (105216.840000 sec): 3 clusters
  Score: Raw -414049.671995 + Penalty 2656.595287 = -411393.076709
  nChanged 3
		SP:Iteration 22Q (105217.000000 sec): 3 clusters
  Score: Raw -414050.447942 + Penalty 2656.595287 = -411393.852656
  nChanged 4
		SP:Iteration 23Q (105217.210000 sec): 3 clusters
  Score: Raw -414051.801845 + Penalty 2656.595287 = -411395.206559
  nChanged 2
		SP:Iteration 24Q (105217.400000 sec): 3 clusters
  Score: Raw -414052.723009 + Penalty 2656.595287 = -411396.127723
  nChanged 6
		SP:Iteration 25Q (105217.580000 sec): 3 clusters
  Score: Raw -414054.841566 + Penalty 2656.595287 = -411398.246280
  nChanged 4
		SP:Iteration 26Q (105217.800000 sec): 3 clusters
  Score: Raw -414056.154919 + Penalty 2656.595287 = -411399.559632
  nChanged 4
		SP:Iteration 27Q (105217.960000 sec): 3 clusters
  Score: Raw -414058.612975 + Penalty 2656.595287 = -411402.017689
  nChanged 6
		SP:Iteration 28Q (105218.140000 sec): 3 clusters
  Score: Raw -414061.205032 + Penalty 2656.595287 = -411404.609745
  nChanged 4
		SP:Iteration 29Q (105218.360000 sec): 3 clusters
  Score: Raw -414062.621603 + Penalty 2656.595287 = -411406.026317
  nChanged 3
		SP:Iteration 30Q (105218.500000 sec): 3 clusters
  Score: Raw -414064.225301 + Penalty 2656.595287 = -411407.630014
  nChanged 4
		SP:Iteration 31Q (105218.710000 sec): 3 clusters
  Score: Raw -414065.197448 + Penalty 2656.595287 = -411408.602161
  nChanged 5
		SP:Iteration 32Q (105218.870000 sec): 3 clusters
  Score: Raw -414066.720725 + Penalty 2656.595287 = -411410.125438
  nChanged 7
		SP:Iteration 33Q (105219.100000 sec): 3 clusters
  Score: Raw -414069.594748 + Penalty 2656.595287 = -411412.999462
  nChanged 4
		SP:Iteration 34Q (105219.260000 sec): 3 clusters
  Score: Raw -414070.450573 + Penalty 2656.595287 = -411413.855286
  nChanged 2
		SP:Iteration 35Q (105219.450000 sec): 3 clusters
  Score: Raw -414071.585375 + Penalty 2656.595287 = -411414.990088
  nChanged 3
		SP:Iteration 36Q (105219.630000 sec): 3 clusters
  Score: Raw -414073.028033 + Penalty 2656.595287 = -411416.432746
  nChanged 2
		SP:Iteration 37Q (105219.810000 sec): 3 clusters
  Score: Raw -414074.244548 + Penalty 2656.595287 = -411417.649262
  nChanged 5
		SP:Iteration 38Q (105220.010000 sec): 3 clusters
  Score: Raw -414075.684548 + Penalty 2656.595287 = -411419.089261
  nChanged 1
		SP:Iteration 39Q (105220.190000 sec): 3 clusters
  Score: Raw -414075.899764 + Penalty 2656.595287 = -411419.304477
  nChanged 0
		SP:Iteration 40F (105220.390000 sec): 3 clusters
  Score: Raw -414075.899764 + Penalty 2656.595287 = -411419.304477
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 105 (2409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105220.510000 sec): 2 clusters
  Score: Raw -285498.883010 + Penalty 1265.382138 = -284233.500872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105220.660000 sec): 3 clusters
  Score: Raw -284408.726423 + Penalty 2530.764276 = -281877.962147
  nChanged 877
		SP:Iteration 1F (105220.820000 sec): 3 clusters
  Score: Raw -284975.877418 + Penalty 2530.764276 = -282445.113142
  nChanged 173
		SP:Iteration 2F (105221.050000 sec): 3 clusters
  Score: Raw -285092.991510 + Penalty 2530.764276 = -282562.227234
  nChanged 112
		SP:Iteration 3Q (105221.200000 sec): 3 clusters
  Score: Raw -285163.834112 + Penalty 2530.764276 = -282633.069836
  nChanged 83
		SP:Iteration 4Q (105221.420000 sec): 3 clusters
  Score: Raw -285210.195858 + Penalty 2530.764276 = -282679.431582
  nChanged 55
		SP:Iteration 5Q (105221.570000 sec): 3 clusters
  Score: Raw -285240.745688 + Penalty 2530.764276 = -282709.981413
  nChanged 32
		SP:Iteration 6Q (105221.760000 sec): 3 clusters
  Score: Raw -285258.320408 + Penalty 2530.764276 = -282727.556132
  nChanged 46
		SP:Iteration 7Q (105221.970000 sec): 3 clusters
  Score: Raw -285279.714901 + Penalty 2530.764276 = -282748.950625
  nChanged 41
		SP:Iteration 8Q (105222.120000 sec): 3 clusters
  Score: Raw -285297.721185 + Penalty 2530.764276 = -282766.956909
  nChanged 27
		SP:Iteration 9Q (105222.300000 sec): 3 clusters
  Score: Raw -285310.593096 + Penalty 2530.764276 = -282779.828820
  nChanged 31
		SP:Iteration 10Q (105222.490000 sec): 3 clusters
  Score: Raw -285325.296208 + Penalty 2530.764276 = -282794.531932
  nChanged 27
		SP:Iteration 11Q (105222.640000 sec): 3 clusters
  Score: Raw -285338.070901 + Penalty 2530.764276 = -282807.306626
  nChanged 28
		SP:Iteration 12Q (105222.800000 sec): 3 clusters
  Score: Raw -285349.971957 + Penalty 2530.764276 = -282819.207681
  nChanged 27
		SP:Iteration 13Q (105222.990000 sec): 3 clusters
  Score: Raw -285365.367482 + Penalty 2530.764276 = -282834.603206
  nChanged 26
		SP:Iteration 14Q (105223.180000 sec): 3 clusters
  Score: Raw -285378.425179 + Penalty 2530.764276 = -282847.660903
  nChanged 20
		SP:Iteration 15Q (105223.360000 sec): 3 clusters
  Score: Raw -285388.001900 + Penalty 2530.764276 = -282857.237624
  nChanged 18
		SP:Iteration 16Q (105223.510000 sec): 3 clusters
  Score: Raw -285397.133034 + Penalty 2530.764276 = -282866.368758
  nChanged 24
		SP:Iteration 17Q (105223.720000 sec): 3 clusters
  Score: Raw -285409.169756 + Penalty 2530.764276 = -282878.405480
  nChanged 25
		SP:Iteration 18Q (105223.860000 sec): 3 clusters
  Score: Raw -285420.833563 + Penalty 2530.764276 = -282890.069287
  nChanged 20
		SP:Iteration 19Q (105224.040000 sec): 3 clusters
  Score: Raw -285430.179906 + Penalty 2530.764276 = -282899.415630
  nChanged 14
		SP:Iteration 20F (105224.180000 sec): 3 clusters
  Score: Raw -285437.824234 + Penalty 2530.764276 = -282907.059958
  nChanged 17
		SP:Iteration 21Q (105224.330000 sec): 3 clusters
  Score: Raw -285446.658384 + Penalty 2530.764276 = -282915.894109
  nChanged 18
		SP:Iteration 22Q (105224.510000 sec): 3 clusters
  Score: Raw -285455.756621 + Penalty 2530.764276 = -282924.992345
  nChanged 13
		SP:Iteration 23Q (105224.680000 sec): 3 clusters
  Score: Raw -285462.351681 + Penalty 2530.764276 = -282931.587405
  nChanged 17
		SP:Iteration 24Q (105224.880000 sec): 3 clusters
  Score: Raw -285472.929727 + Penalty 2530.764276 = -282942.165451
  nChanged 17
		SP:Iteration 25Q (105225.080000 sec): 3 clusters
  Score: Raw -285484.210663 + Penalty 2530.764276 = -282953.446387
  nChanged 21
		SP:Iteration 26Q (105225.270000 sec): 3 clusters
  Score: Raw -285497.272273 + Penalty 2530.764276 = -282966.507997
  nChanged 18
		SP:Iteration 27Q (105225.440000 sec): 3 clusters
  Score: Raw -285508.384527 + Penalty 2530.764276 = -282977.620251
  nChanged 16
		SP:Iteration 28Q (105225.590000 sec): 3 clusters
  Score: Raw -285518.922522 + Penalty 2530.764276 = -282988.158246
  nChanged 16
		SP:Iteration 29Q (105225.750000 sec): 3 clusters
  Score: Raw -285528.812282 + Penalty 2530.764276 = -282998.048006
  nChanged 14
		SP:Iteration 30Q (105225.970000 sec): 3 clusters
  Score: Raw -285535.727981 + Penalty 2530.764276 = -283004.963705
  nChanged 14
		SP:Iteration 31Q (105226.140000 sec): 3 clusters
  Score: Raw -285543.965983 + Penalty 2530.764276 = -283013.201708
  nChanged 15
		SP:Iteration 32Q (105226.300000 sec): 3 clusters
  Score: Raw -285551.752419 + Penalty 2530.764276 = -283020.988143
  nChanged 12
		SP:Iteration 33Q (105226.470000 sec): 3 clusters
  Score: Raw -285556.766767 + Penalty 2530.764276 = -283026.002491
  nChanged 6
		SP:Iteration 34Q (105226.670000 sec): 3 clusters
  Score: Raw -285559.764467 + Penalty 2530.764276 = -283029.000191
  nChanged 7
		SP:Iteration 35Q (105226.840000 sec): 3 clusters
  Score: Raw -285565.646301 + Penalty 2530.764276 = -283034.882025
  nChanged 14
		SP:Iteration 36Q (105227.020000 sec): 3 clusters
  Score: Raw -285577.033082 + Penalty 2530.764276 = -283046.268806
  nChanged 15
		SP:Iteration 37Q (105227.210000 sec): 3 clusters
  Score: Raw -285589.956971 + Penalty 2530.764276 = -283059.192695
  nChanged 15
		SP:Iteration 38Q (105227.360000 sec): 3 clusters
  Score: Raw -285599.392901 + Penalty 2530.764276 = -283068.628625
  nChanged 8
		SP:Iteration 39Q (105227.540000 sec): 3 clusters
  Score: Raw -285604.765478 + Penalty 2530.764276 = -283074.001202
  nChanged 6
		SP:Iteration 40F (105227.730000 sec): 3 clusters
  Score: Raw -285607.176955 + Penalty 2530.764276 = -283076.412679
  nChanged 2
		SP:Iteration 41Q (105227.920000 sec): 3 clusters
  Score: Raw -285609.160096 + Penalty 2530.764276 = -283078.395820
  nChanged 2
		SP:Iteration 42Q (105228.100000 sec): 3 clusters
  Score: Raw -285609.775722 + Penalty 2530.764276 = -283079.011446
  nChanged 0
		SP:Iteration 43F (105228.280000 sec): 3 clusters
  Score: Raw -285609.775722 + Penalty 2530.764276 = -283079.011446
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 106 (4210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105228.430000 sec): 2 clusters
  Score: Raw -499587.894212 + Penalty 1356.097913 = -498231.796299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105228.600000 sec): 3 clusters
  Score: Raw -497481.969435 + Penalty 2712.195826 = -494769.773609
  nChanged 1652
		SP:Iteration 1F (105228.780000 sec): 3 clusters
  Score: Raw -498484.951233 + Penalty 2712.195826 = -495772.755407
  nChanged 366
		SP:Iteration 2F (105228.970000 sec): 3 clusters
  Score: Raw -498703.849153 + Penalty 2712.195826 = -495991.653327
  nChanged 216
		SP:Iteration 3F (105229.180000 sec): 3 clusters
  Score: Raw -498814.360853 + Penalty 2712.195826 = -496102.165027
  nChanged 149
		SP:Iteration 4Q (105229.340000 sec): 3 clusters
  Score: Raw -498897.928818 + Penalty 2712.195826 = -496185.732992
  nChanged 144
		SP:Iteration 5Q (105229.530000 sec): 3 clusters
  Score: Raw -498982.455357 + Penalty 2712.195826 = -496270.259531
  nChanged 125
		SP:Iteration 6Q (105229.740000 sec): 3 clusters
  Score: Raw -499052.299504 + Penalty 2712.195826 = -496340.103678
  nChanged 136
		SP:Iteration 7Q (105229.910000 sec): 3 clusters
  Score: Raw -499128.532429 + Penalty 2712.195826 = -496416.336603
  nChanged 142
		SP:Iteration 8Q (105230.080000 sec): 3 clusters
  Score: Raw -499206.774783 + Penalty 2712.195826 = -496494.578957
  nChanged 137
		SP:Iteration 9Q (105230.280000 sec): 3 clusters
  Score: Raw -499288.786850 + Penalty 2712.195826 = -496576.591024
  nChanged 139
		SP:Iteration 10Q (105230.450000 sec): 3 clusters
  Score: Raw -499363.393563 + Penalty 2712.195826 = -496651.197737
  nChanged 125
		SP:Iteration 11Q (105230.630000 sec): 3 clusters
  Score: Raw -499436.915106 + Penalty 2712.195826 = -496724.719280
  nChanged 112
		SP:Iteration 12Q (105230.810000 sec): 3 clusters
  Score: Raw -499502.837286 + Penalty 2712.195826 = -496790.641460
  nChanged 118
		SP:Iteration 13Q (105230.980000 sec): 3 clusters
  Score: Raw -499581.764585 + Penalty 2712.195826 = -496869.568759
  nChanged 110
		SP:Iteration 14Q (105231.150000 sec): 3 clusters
  Score: Raw -499649.369818 + Penalty 2712.195826 = -496937.173992
  nChanged 100
		SP:Iteration 15Q (105231.350000 sec): 3 clusters
  Score: Raw -499708.367729 + Penalty 2712.195826 = -496996.171903
  nChanged 110
		SP:Iteration 16Q (105231.540000 sec): 3 clusters
  Score: Raw -499773.969955 + Penalty 2712.195826 = -497061.774129
  nChanged 101
		SP:Iteration 17Q (105231.710000 sec): 3 clusters
  Score: Raw -499840.733228 + Penalty 2712.195826 = -497128.537402
  nChanged 93
		SP:Iteration 18Q (105231.890000 sec): 3 clusters
  Score: Raw -499887.678015 + Penalty 2712.195826 = -497175.482188
  nChanged 70
		SP:Iteration 19Q (105232.080000 sec): 3 clusters
  Score: Raw -499916.325567 + Penalty 2712.195826 = -497204.129740
  nChanged 40
		SP:Iteration 20F (105232.270000 sec): 3 clusters
  Score: Raw -499929.207626 + Penalty 2712.195826 = -497217.011799
  nChanged 32
		SP:Iteration 21Q (105232.450000 sec): 3 clusters
  Score: Raw -499943.217734 + Penalty 2712.195826 = -497231.021908
  nChanged 31
		SP:Iteration 22Q (105232.640000 sec): 3 clusters
  Score: Raw -499957.087877 + Penalty 2712.195826 = -497244.892051
  nChanged 29
		SP:Iteration 23Q (105232.850000 sec): 3 clusters
  Score: Raw -499970.012141 + Penalty 2712.195826 = -497257.816315
  nChanged 33
		SP:Iteration 24Q (105233.050000 sec): 3 clusters
  Score: Raw -499986.008086 + Penalty 2712.195826 = -497273.812260
  nChanged 27
		SP:Iteration 25Q (105233.220000 sec): 3 clusters
  Score: Raw -499998.796892 + Penalty 2712.195826 = -497286.601066
  nChanged 22
		SP:Iteration 26Q (105233.400000 sec): 3 clusters
  Score: Raw -500006.489942 + Penalty 2712.195826 = -497294.294116
  nChanged 19
		SP:Iteration 27Q (105233.590000 sec): 3 clusters
  Score: Raw -500013.798497 + Penalty 2712.195826 = -497301.602671
  nChanged 19
		SP:Iteration 28Q (105233.790000 sec): 3 clusters
  Score: Raw -500022.087242 + Penalty 2712.195826 = -497309.891416
  nChanged 17
		SP:Iteration 29Q (105233.960000 sec): 3 clusters
  Score: Raw -500028.133557 + Penalty 2712.195826 = -497315.937731
  nChanged 12
		SP:Iteration 30Q (105234.150000 sec): 3 clusters
  Score: Raw -500033.642417 + Penalty 2712.195826 = -497321.446591
  nChanged 9
		SP:Iteration 31Q (105234.330000 sec): 3 clusters
  Score: Raw -500036.096333 + Penalty 2712.195826 = -497323.900507
  nChanged 8
		SP:Iteration 32Q (105234.510000 sec): 3 clusters
  Score: Raw -500039.038822 + Penalty 2712.195826 = -497326.842996
  nChanged 6
		SP:Iteration 33Q (105234.660000 sec): 3 clusters
  Score: Raw -500041.591414 + Penalty 2712.195826 = -497329.395588
  nChanged 6
		SP:Iteration 34Q (105234.840000 sec): 3 clusters
  Score: Raw -500042.776870 + Penalty 2712.195826 = -497330.581044
  nChanged 1
		SP:Iteration 35Q (105234.990000 sec): 3 clusters
  Score: Raw -500043.098161 + Penalty 2712.195826 = -497330.902335
  nChanged 0
		SP:Iteration 36F (105235.220000 sec): 3 clusters
  Score: Raw -500043.098161 + Penalty 2712.195826 = -497330.902335
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 107 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105235.310000 sec): 2 clusters
  Score: Raw -32477.976845 + Penalty 914.488431 = -31563.488414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105235.470000 sec): 3 clusters
  Score: Raw -32516.164705 + Penalty 1828.976862 = -30687.187843
  nChanged 39
		SP:Iteration 1F (105235.650000 sec): 3 clusters
  Score: Raw -32611.102584 + Penalty 1828.976862 = -30782.125722
  nChanged 16
		SP:Iteration 2F (105235.850000 sec): 3 clusters
  Score: Raw -32662.640759 + Penalty 1828.976862 = -30833.663897
  nChanged 5
		SP:Iteration 3Q (105236.020000 sec): 3 clusters
  Score: Raw -32671.500366 + Penalty 1828.976862 = -30842.523504
  nChanged 2
		SP:Iteration 4Q (105236.220000 sec): 3 clusters
  Score: Raw -32675.020925 + Penalty 1828.976862 = -30846.044063
  nChanged 1
		SP:Iteration 5Q (105236.390000 sec): 3 clusters
  Score: Raw -32676.395751 + Penalty 1828.976862 = -30847.418889
  nChanged 0
		SP:Iteration 6F (105236.570000 sec): 3 clusters
  Score: Raw -32676.395751 + Penalty 1828.976862 = -30847.418889
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 108 (5049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105236.670000 sec): 2 clusters
  Score: Raw -595324.523648 + Penalty 1385.628641 = -593938.895007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105236.880000 sec): 3 clusters
  Score: Raw -592681.399190 + Penalty 2771.257282 = -589910.141908
  nChanged 2028
		SP:Iteration 1F (105237.070000 sec): 3 clusters
  Score: Raw -593832.688641 + Penalty 2771.257282 = -591061.431360
  nChanged 384
		SP:Iteration 2F (105237.220000 sec): 3 clusters
  Score: Raw -594096.381298 + Penalty 2771.257282 = -591325.124016
  nChanged 330
		SP:Iteration 3F (105237.430000 sec): 3 clusters
  Score: Raw -594334.729432 + Penalty 2771.257282 = -591563.472150
  nChanged 278
		SP:Iteration 4F (105237.600000 sec): 3 clusters
  Score: Raw -594532.309850 + Penalty 2771.257282 = -591761.052568
  nChanged 246
		SP:Iteration 5Q (105237.830000 sec): 3 clusters
  Score: Raw -594707.757390 + Penalty 2771.257282 = -591936.500109
  nChanged 268
		SP:Iteration 6F (105238.000000 sec): 3 clusters
  Score: Raw -594905.016241 + Penalty 2771.257282 = -592133.758959
  nChanged 254
		SP:Iteration 7F (105238.180000 sec): 3 clusters
  Score: Raw -595095.208499 + Penalty 2771.257282 = -592323.951217
  nChanged 244
		SP:Iteration 8Q (105238.380000 sec): 3 clusters
  Score: Raw -595254.330404 + Penalty 2771.257282 = -592483.073122
  nChanged 170
		SP:Iteration 9Q (105238.600000 sec): 3 clusters
  Score: Raw -595343.464820 + Penalty 2771.257282 = -592572.207538
  nChanged 112
		SP:Iteration 10Q (105238.760000 sec): 3 clusters
  Score: Raw -595394.469513 + Penalty 2771.257282 = -592623.212231
  nChanged 91
		SP:Iteration 11Q (105238.990000 sec): 3 clusters
  Score: Raw -595435.952370 + Penalty 2771.257282 = -592664.695088
  nChanged 79
		SP:Iteration 12Q (105239.180000 sec): 3 clusters
  Score: Raw -595465.541980 + Penalty 2771.257282 = -592694.284698
  nChanged 55
		SP:Iteration 13Q (105239.380000 sec): 3 clusters
  Score: Raw -595484.659355 + Penalty 2771.257282 = -592713.402073
  nChanged 34
		SP:Iteration 14Q (105239.550000 sec): 3 clusters
  Score: Raw -595494.742714 + Penalty 2771.257282 = -592723.485432
  nChanged 31
		SP:Iteration 15Q (105239.760000 sec): 3 clusters
  Score: Raw -595502.582962 + Penalty 2771.257282 = -592731.325680
  nChanged 15
		SP:Iteration 16Q (105239.930000 sec): 3 clusters
  Score: Raw -595506.743884 + Penalty 2771.257282 = -592735.486602
  nChanged 18
		SP:Iteration 17Q (105240.120000 sec): 3 clusters
  Score: Raw -595511.095523 + Penalty 2771.257282 = -592739.838241
  nChanged 19
		SP:Iteration 18Q (105240.320000 sec): 3 clusters
  Score: Raw -595516.508016 + Penalty 2771.257282 = -592745.250734
  nChanged 20
		SP:Iteration 19Q (105240.510000 sec): 3 clusters
  Score: Raw -595522.074447 + Penalty 2771.257282 = -592750.817165
  nChanged 11
		SP:Iteration 20F (105240.680000 sec): 3 clusters
  Score: Raw -595524.426744 + Penalty 2771.257282 = -592753.169462
  nChanged 13
		SP:Iteration 21Q (105240.860000 sec): 3 clusters
  Score: Raw -595528.279604 + Penalty 2771.257282 = -592757.022322
  nChanged 9
		SP:Iteration 22Q (105241.060000 sec): 3 clusters
  Score: Raw -595530.783446 + Penalty 2771.257282 = -592759.526164
  nChanged 4
		SP:Iteration 23Q (105241.240000 sec): 3 clusters
  Score: Raw -595531.867205 + Penalty 2771.257282 = -592760.609923
  nChanged 1
		SP:Iteration 24Q (105241.450000 sec): 3 clusters
  Score: Raw -595532.017864 + Penalty 2771.257282 = -592760.760582
  nChanged 1
		SP:Iteration 25Q (105241.660000 sec): 3 clusters
  Score: Raw -595532.046592 + Penalty 2771.257282 = -592760.789310
  nChanged 0
		SP:Iteration 26F (105241.810000 sec): 3 clusters
  Score: Raw -595532.046592 + Penalty 2771.257282 = -592760.789310
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 109 (538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105241.930000 sec): 2 clusters
  Score: Raw -61736.893408 + Penalty 1021.777016 = -60715.116392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105242.080000 sec): 3 clusters
  Score: Raw -61648.204620 + Penalty 2043.554032 = -59604.650588
  nChanged 132
		SP:Iteration 1F (105242.260000 sec): 3 clusters
  Score: Raw -61836.519245 + Penalty 2043.554032 = -59792.965213
  nChanged 36
		SP:Iteration 2F (105242.450000 sec): 3 clusters
  Score: Raw -61919.292591 + Penalty 2043.554032 = -59875.738559
  nChanged 17
		SP:Iteration 3Q (105242.630000 sec): 3 clusters
  Score: Raw -61981.775710 + Penalty 2043.554032 = -59938.221678
  nChanged 21
		SP:Iteration 4Q (105242.820000 sec): 3 clusters
  Score: Raw -62008.012137 + Penalty 2043.554032 = -59964.458105
  nChanged 3
		SP:Iteration 5Q (105242.950000 sec): 3 clusters
  Score: Raw -62010.682413 + Penalty 2043.554032 = -59967.128381
  nChanged 2
		SP:Iteration 6Q (105243.120000 sec): 3 clusters
  Score: Raw -62012.232360 + Penalty 2043.554032 = -59968.678328
  nChanged 0
		SP:Iteration 7F (105243.340000 sec): 3 clusters
  Score: Raw -62012.232360 + Penalty 2043.554032 = -59968.678328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 110 (303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105243.420000 sec): 2 clusters
  Score: Raw -12792.331817 + Penalty 928.481581 = -11863.850236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105243.600000 sec): 3 clusters
  Score: Raw -12908.033420 + Penalty 1856.963162 = -11051.070258
  nChanged 80
		SP:Iteration 1F (105243.800000 sec): 3 clusters
  Score: Raw -13281.949534 + Penalty 1856.963162 = -11424.986372
  nChanged 30
		SP:Iteration 2F (105243.980000 sec): 3 clusters
  Score: Raw -13428.338062 + Penalty 1856.963162 = -11571.374900
  nChanged 14
		SP:Iteration 3Q (105244.140000 sec): 3 clusters
  Score: Raw -13536.712431 + Penalty 1856.963162 = -11679.749269
  nChanged 11
		SP:Iteration 4Q (105244.310000 sec): 3 clusters
  Score: Raw -13603.129100 + Penalty 1856.963162 = -11746.165938
  nChanged 9
		SP:Iteration 5Q (105244.480000 sec): 3 clusters
  Score: Raw -13621.046513 + Penalty 1856.963162 = -11764.083351
  nChanged 3
		SP:Iteration 6Q (105244.670000 sec): 3 clusters
  Score: Raw -13644.072032 + Penalty 1856.963162 = -11787.108870
  nChanged 4
		SP:Iteration 7Q (105244.840000 sec): 3 clusters
  Score: Raw -13678.863949 + Penalty 1856.963162 = -11821.900787
  nChanged 6
		SP:Iteration 8Q (105245.040000 sec): 3 clusters
  Score: Raw -13696.819376 + Penalty 1856.963162 = -11839.856214
  nChanged 2
		SP:Iteration 9Q (105245.210000 sec): 3 clusters
  Score: Raw -13708.580189 + Penalty 1856.963162 = -11851.617028
  nChanged 4
		SP:Iteration 10Q (105245.370000 sec): 3 clusters
  Score: Raw -13746.110210 + Penalty 1856.963162 = -11889.147048
  nChanged 4
		SP:Iteration 11Q (105245.540000 sec): 3 clusters
  Score: Raw -13760.592545 + Penalty 1856.963162 = -11903.629383
  nChanged 2
		SP:Iteration 12Q (105245.770000 sec): 3 clusters
  Score: Raw -13785.920689 + Penalty 1856.963162 = -11928.957527
  nChanged 1
		SP:Iteration 13Q (105245.880000 sec): 3 clusters
  Score: Raw -13803.613362 + Penalty 1856.963162 = -11946.650200
  nChanged 1
		SP:Iteration 14Q (105246.050000 sec): 3 clusters
  Score: Raw -13815.961780 + Penalty 1856.963162 = -11958.998618
  nChanged 1
		SP:Iteration 15Q (105246.220000 sec): 3 clusters
  Score: Raw -13827.038597 + Penalty 1856.963162 = -11970.075436
  nChanged 1
		SP:Iteration 16Q (105246.390000 sec): 3 clusters
  Score: Raw -13843.470588 + Penalty 1856.963162 = -11986.507426
  nChanged 0
		SP:Iteration 17F (105246.560000 sec): 3 clusters
  Score: Raw -13843.470588 + Penalty 1856.963162 = -11986.507426
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 111 (2515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105246.690000 sec): 2 clusters
  Score: Raw -294664.724652 + Penalty 1272.379563 = -293392.345089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105246.850000 sec): 3 clusters
  Score: Raw -293522.724868 + Penalty 2544.759127 = -290977.965741
  nChanged 941
		SP:Iteration 1F (105247.020000 sec): 3 clusters
  Score: Raw -294126.282531 + Penalty 2544.759127 = -291581.523404
  nChanged 242
		SP:Iteration 2F (105247.200000 sec): 3 clusters
  Score: Raw -294317.019255 + Penalty 2544.759127 = -291772.260128
  nChanged 145
		SP:Iteration 3F (105247.420000 sec): 3 clusters
  Score: Raw -294449.498961 + Penalty 2544.759127 = -291904.739834
  nChanged 124
		SP:Iteration 4Q (105247.570000 sec): 3 clusters
  Score: Raw -294548.180983 + Penalty 2544.759127 = -292003.421856
  nChanged 90
		SP:Iteration 5Q (105247.750000 sec): 3 clusters
  Score: Raw -294606.854399 + Penalty 2544.759127 = -292062.095272
  nChanged 84
		SP:Iteration 6Q (105247.920000 sec): 3 clusters
  Score: Raw -294661.192268 + Penalty 2544.759127 = -292116.433141
  nChanged 79
		SP:Iteration 7Q (105248.100000 sec): 3 clusters
  Score: Raw -294721.880494 + Penalty 2544.759127 = -292177.121367
  nChanged 65
		SP:Iteration 8Q (105248.250000 sec): 3 clusters
  Score: Raw -294763.300494 + Penalty 2544.759127 = -292218.541367
  nChanged 52
		SP:Iteration 9Q (105248.420000 sec): 3 clusters
  Score: Raw -294797.198769 + Penalty 2544.759127 = -292252.439642
  nChanged 44
		SP:Iteration 10Q (105248.580000 sec): 3 clusters
  Score: Raw -294827.161722 + Penalty 2544.759127 = -292282.402595
  nChanged 37
		SP:Iteration 11Q (105248.750000 sec): 3 clusters
  Score: Raw -294852.751069 + Penalty 2544.759127 = -292307.991942
  nChanged 47
		SP:Iteration 12Q (105248.920000 sec): 3 clusters
  Score: Raw -294877.636440 + Penalty 2544.759127 = -292332.877313
  nChanged 29
		SP:Iteration 13Q (105249.080000 sec): 3 clusters
  Score: Raw -294891.490978 + Penalty 2544.759127 = -292346.731851
  nChanged 24
		SP:Iteration 14Q (105249.250000 sec): 3 clusters
  Score: Raw -294899.214647 + Penalty 2544.759127 = -292354.455520
  nChanged 10
		SP:Iteration 15Q (105249.420000 sec): 3 clusters
  Score: Raw -294902.581263 + Penalty 2544.759127 = -292357.822136
  nChanged 8
		SP:Iteration 16Q (105249.580000 sec): 3 clusters
  Score: Raw -294906.732422 + Penalty 2544.759127 = -292361.973295
  nChanged 11
		SP:Iteration 17Q (105249.750000 sec): 3 clusters
  Score: Raw -294911.889899 + Penalty 2544.759127 = -292367.130773
  nChanged 17
		SP:Iteration 18Q (105249.910000 sec): 3 clusters
  Score: Raw -294920.262881 + Penalty 2544.759127 = -292375.503754
  nChanged 17
		SP:Iteration 19Q (105250.090000 sec): 3 clusters
  Score: Raw -294929.409094 + Penalty 2544.759127 = -292384.649968
  nChanged 21
		SP:Iteration 20F (105250.290000 sec): 3 clusters
  Score: Raw -294945.943059 + Penalty 2544.759127 = -292401.183932
  nChanged 30
		SP:Iteration 21Q (105250.490000 sec): 3 clusters
  Score: Raw -294965.917596 + Penalty 2544.759127 = -292421.158470
  nChanged 30
		SP:Iteration 22Q (105250.680000 sec): 3 clusters
  Score: Raw -294981.306922 + Penalty 2544.759127 = -292436.547795
  nChanged 26
		SP:Iteration 23Q (105250.830000 sec): 3 clusters
  Score: Raw -295001.016324 + Penalty 2544.759127 = -292456.257197
  nChanged 27
		SP:Iteration 24Q (105251.010000 sec): 3 clusters
  Score: Raw -295017.165835 + Penalty 2544.759127 = -292472.406709
  nChanged 19
		SP:Iteration 25Q (105251.160000 sec): 3 clusters
  Score: Raw -295025.530372 + Penalty 2544.759127 = -292480.771245
  nChanged 18
		SP:Iteration 26Q (105251.300000 sec): 3 clusters
  Score: Raw -295036.012398 + Penalty 2544.759127 = -292491.253272
  nChanged 19
		SP:Iteration 27Q (105251.450000 sec): 3 clusters
  Score: Raw -295043.968999 + Penalty 2544.759127 = -292499.209872
  nChanged 15
		SP:Iteration 28Q (105251.630000 sec): 3 clusters
  Score: Raw -295050.834472 + Penalty 2544.759127 = -292506.075345
  nChanged 8
		SP:Iteration 29Q (105251.850000 sec): 3 clusters
  Score: Raw -295053.296128 + Penalty 2544.759127 = -292508.537001
  nChanged 7
		SP:Iteration 30Q (105252.020000 sec): 3 clusters
  Score: Raw -295055.046756 + Penalty 2544.759127 = -292510.287629
  nChanged 7
		SP:Iteration 31Q (105252.190000 sec): 3 clusters
  Score: Raw -295058.126543 + Penalty 2544.759127 = -292513.367417
  nChanged 6
		SP:Iteration 32Q (105252.350000 sec): 3 clusters
  Score: Raw -295060.073052 + Penalty 2544.759127 = -292515.313925
  nChanged 4
		SP:Iteration 33Q (105252.540000 sec): 3 clusters
  Score: Raw -295061.724921 + Penalty 2544.759127 = -292516.965794
  nChanged 5
		SP:Iteration 34Q (105252.740000 sec): 3 clusters
  Score: Raw -295063.265137 + Penalty 2544.759127 = -292518.506010
  nChanged 3
		SP:Iteration 35Q (105252.890000 sec): 3 clusters
  Score: Raw -295063.715779 + Penalty 2544.759127 = -292518.956653
  nChanged 3
		SP:Iteration 36Q (105253.110000 sec): 3 clusters
  Score: Raw -295066.163333 + Penalty 2544.759127 = -292521.404206
  nChanged 3
		SP:Iteration 37Q (105253.270000 sec): 3 clusters
  Score: Raw -295067.607735 + Penalty 2544.759127 = -292522.848608
  nChanged 5
		SP:Iteration 38Q (105253.510000 sec): 3 clusters
  Score: Raw -295068.807495 + Penalty 2544.759127 = -292524.048368
  nChanged 3
		SP:Iteration 39Q (105253.660000 sec): 3 clusters
  Score: Raw -295071.020029 + Penalty 2544.759127 = -292526.260903
  nChanged 4
		SP:Iteration 40F (105253.840000 sec): 3 clusters
  Score: Raw -295073.216648 + Penalty 2544.759127 = -292528.457521
  nChanged 10
		SP:Iteration 41Q (105254.010000 sec): 3 clusters
  Score: Raw -295076.190346 + Penalty 2544.759127 = -292531.431219
  nChanged 1
		SP:Iteration 42Q (105254.200000 sec): 3 clusters
  Score: Raw -295076.700905 + Penalty 2544.759127 = -292531.941778
  nChanged 0
		SP:Iteration 43F (105254.390000 sec): 3 clusters
  Score: Raw -295076.700905 + Penalty 2544.759127 = -292531.941778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 112 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105254.470000 sec): 2 clusters
  Score: Raw -13075.974264 + Penalty 856.026951 = -12219.947313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105254.650000 sec): 3 clusters
  Score: Raw -13247.141226 + Penalty 1712.053902 = -11535.087325
  nChanged 42
		SP:Iteration 1F (105254.830000 sec): 3 clusters
  Score: Raw -13367.280777 + Penalty 1712.053902 = -11655.226875
  nChanged 9
		SP:Iteration 2Q (105255.010000 sec): 3 clusters
  Score: Raw -13397.407823 + Penalty 1712.053902 = -11685.353921
  nChanged 3
		SP:Iteration 3Q (105255.190000 sec): 3 clusters
  Score: Raw -13400.526003 + Penalty 1712.053902 = -11688.472101
  nChanged 4
		SP:Iteration 4Q (105255.350000 sec): 3 clusters
  Score: Raw -13404.395524 + Penalty 1712.053902 = -11692.341623
  nChanged 2
		SP:Iteration 5Q (105255.530000 sec): 3 clusters
  Score: Raw -13408.934219 + Penalty 1712.053902 = -11696.880318
  nChanged 2
		SP:Iteration 6Q (105255.730000 sec): 3 clusters
  Score: Raw -13424.280682 + Penalty 1712.053902 = -11712.226780
  nChanged 2
		SP:Iteration 7Q (105255.910000 sec): 3 clusters
  Score: Raw -13433.435708 + Penalty 1712.053902 = -11721.381806
  nChanged 0
		SP:Iteration 8F (105256.120000 sec): 3 clusters
  Score: Raw -13433.435708 + Penalty 1712.053902 = -11721.381806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 113 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105256.190000 sec): 2 clusters
  Score: Raw -82120.240996 + Penalty 1066.397165 = -81053.843831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105256.360000 sec): 3 clusters
  Score: Raw -81912.178346 + Penalty 2132.794330 = -79779.384015
  nChanged 190
		SP:Iteration 1F (105256.530000 sec): 3 clusters
  Score: Raw -82125.383118 + Penalty 2132.794330 = -79992.588787
  nChanged 45
		SP:Iteration 2F (105256.750000 sec): 3 clusters
  Score: Raw -82190.536727 + Penalty 2132.794330 = -80057.742397
  nChanged 22
		SP:Iteration 3Q (105256.930000 sec): 3 clusters
  Score: Raw -82219.701863 + Penalty 2132.794330 = -80086.907532
  nChanged 24
		SP:Iteration 4Q (105257.100000 sec): 3 clusters
  Score: Raw -82259.445616 + Penalty 2132.794330 = -80126.651286
  nChanged 15
		SP:Iteration 5Q (105257.230000 sec): 3 clusters
  Score: Raw -82277.873341 + Penalty 2132.794330 = -80145.079010
  nChanged 9
		SP:Iteration 6Q (105257.450000 sec): 3 clusters
  Score: Raw -82286.938356 + Penalty 2132.794330 = -80154.144026
  nChanged 6
		SP:Iteration 7Q (105257.620000 sec): 3 clusters
  Score: Raw -82295.071406 + Penalty 2132.794330 = -80162.277076
  nChanged 8
		SP:Iteration 8Q (105257.790000 sec): 3 clusters
  Score: Raw -82307.922970 + Penalty 2132.794330 = -80175.128640
  nChanged 7
		SP:Iteration 9Q (105258.010000 sec): 3 clusters
  Score: Raw -82317.275213 + Penalty 2132.794330 = -80184.480882
  nChanged 6
		SP:Iteration 10Q (105258.150000 sec): 3 clusters
  Score: Raw -82322.258847 + Penalty 2132.794330 = -80189.464516
  nChanged 4
		SP:Iteration 11Q (105258.360000 sec): 3 clusters
  Score: Raw -82328.032459 + Penalty 2132.794330 = -80195.238129
  nChanged 4
		SP:Iteration 12Q (105258.500000 sec): 3 clusters
  Score: Raw -82331.443528 + Penalty 2132.794330 = -80198.649197
  nChanged 4
		SP:Iteration 13Q (105258.710000 sec): 3 clusters
  Score: Raw -82336.376551 + Penalty 2132.794330 = -80203.582220
  nChanged 3
		SP:Iteration 14Q (105258.870000 sec): 3 clusters
  Score: Raw -82341.294101 + Penalty 2132.794330 = -80208.499770
  nChanged 1
		SP:Iteration 15Q (105259.030000 sec): 3 clusters
  Score: Raw -82342.662413 + Penalty 2132.794330 = -80209.868082
  nChanged 1
		SP:Iteration 16Q (105259.210000 sec): 3 clusters
  Score: Raw -82346.410425 + Penalty 2132.794330 = -80213.616095
  nChanged 4
		SP:Iteration 17Q (105259.410000 sec): 3 clusters
  Score: Raw -82351.171544 + Penalty 2132.794330 = -80218.377214
  nChanged 2
		SP:Iteration 18Q (105259.610000 sec): 3 clusters
  Score: Raw -82355.189739 + Penalty 2132.794330 = -80222.395409
  nChanged 2
		SP:Iteration 19Q (105259.750000 sec): 3 clusters
  Score: Raw -82358.431383 + Penalty 2132.794330 = -80225.637052
  nChanged 2
		SP:Iteration 20F (105259.980000 sec): 3 clusters
  Score: Raw -82360.120871 + Penalty 2132.794330 = -80227.326540
  nChanged 2
		SP:Iteration 21Q (105260.120000 sec): 3 clusters
  Score: Raw -82363.828301 + Penalty 2132.794330 = -80231.033970
  nChanged 5
		SP:Iteration 22Q (105260.270000 sec): 3 clusters
  Score: Raw -82371.198618 + Penalty 2132.794330 = -80238.404288
  nChanged 2
		SP:Iteration 23Q (105260.410000 sec): 3 clusters
  Score: Raw -82374.356365 + Penalty 2132.794330 = -80241.562035
  nChanged 5
		SP:Iteration 24Q (105260.560000 sec): 3 clusters
  Score: Raw -82383.590475 + Penalty 2132.794330 = -80250.796144
  nChanged 9
		SP:Iteration 25Q (105260.700000 sec): 3 clusters
  Score: Raw -82397.554358 + Penalty 2132.794330 = -80264.760027
  nChanged 7
		SP:Iteration 26Q (105260.860000 sec): 3 clusters
  Score: Raw -82419.115111 + Penalty 2132.794330 = -80286.320780
  nChanged 15
		SP:Iteration 27Q (105261.020000 sec): 3 clusters
  Score: Raw -82453.434371 + Penalty 2132.794330 = -80320.640040
  nChanged 11
		SP:Iteration 28Q (105261.190000 sec): 3 clusters
  Score: Raw -82472.264872 + Penalty 2132.794330 = -80339.470542
  nChanged 7
		SP:Iteration 29Q (105261.350000 sec): 3 clusters
  Score: Raw -82487.514512 + Penalty 2132.794330 = -80354.720181
  nChanged 5
		SP:Iteration 30Q (105261.500000 sec): 3 clusters
  Score: Raw -82494.412291 + Penalty 2132.794330 = -80361.617960
  nChanged 4
		SP:Iteration 31Q (105261.640000 sec): 3 clusters
  Score: Raw -82504.634347 + Penalty 2132.794330 = -80371.840016
  nChanged 6
		SP:Iteration 32Q (105261.820000 sec): 3 clusters
  Score: Raw -82516.585683 + Penalty 2132.794330 = -80383.791352
  nChanged 2
		SP:Iteration 33Q (105261.980000 sec): 3 clusters
  Score: Raw -82518.536083 + Penalty 2132.794330 = -80385.741752
  nChanged 3
		SP:Iteration 34Q (105262.200000 sec): 3 clusters
  Score: Raw -82522.694235 + Penalty 2132.794330 = -80389.899905
  nChanged 4
		SP:Iteration 35Q (105262.330000 sec): 3 clusters
  Score: Raw -82527.699391 + Penalty 2132.794330 = -80394.905060
  nChanged 0
		SP:Iteration 36F (105262.510000 sec): 3 clusters
  Score: Raw -82527.699391 + Penalty 2132.794330 = -80394.905060
  nChanged 0
Iteration 299Q (105381.780000 sec): 114 clusters
  Score: Raw -106210407.064486 + Penalty 251952.990093 = -105958454.074393
  nChanged 8
Iteration 300F (105573.410000 sec): 114 clusters
  Score: Raw -106210440.058137 + Penalty 251952.990093 = -105958487.068044
  nChanged 10
Iteration 301Q (105712.140000 sec): 114 clusters
  Score: Raw -106210472.648808 + Penalty 251952.990093 = -105958519.658715
  nChanged 10
Iteration 302Q (105854.480000 sec): 114 clusters
  Score: Raw -106210473.417220 + Penalty 251952.990093 = -105958520.427127
  nChanged 4
Iteration 303Q (106003.500000 sec): 114 clusters
  Score: Raw -106210473.615461 + Penalty 251952.990093 = -105958520.625368
  nChanged 4
Iteration 304Q (106155.920000 sec): 114 clusters
  Score: Raw -106210473.998150 + Penalty 251952.990093 = -105958521.008057
  nChanged 8
Iteration 305Q (106303.030000 sec): 114 clusters
  Score: Raw -106210474.687836 + Penalty 251952.990093 = -105958521.697743
  nChanged 8
Iteration 306Q (106448.580000 sec): 114 clusters
  Score: Raw -106210475.194965 + Penalty 251952.990093 = -105958522.204872
  nChanged 8
Iteration 307Q (106590.770000 sec): 114 clusters
  Score: Raw -106210476.038955 + Penalty 251952.990093 = -105958523.048862
  nChanged 9
Iteration 308Q (106745.060000 sec): 114 clusters
  Score: Raw -106210477.142723 + Penalty 251952.990093 = -105958524.152631
  nChanged 8
Iteration 309Q (106895.520000 sec): 114 clusters
  Score: Raw -106210478.271635 + Penalty 251952.990093 = -105958525.281542
  nChanged 8
Iteration 310Q (107030.360000 sec): 114 clusters
  Score: Raw -106210479.099403 + Penalty 251952.990093 = -105958526.109310
  nChanged 7
Iteration 311Q (107175.700000 sec): 114 clusters
  Score: Raw -106210480.207092 + Penalty 251952.990093 = -105958527.216999
  nChanged 2
Iteration 312Q (107325.300000 sec): 114 clusters
  Score: Raw -106210480.428085 + Penalty 251952.990093 = -105958527.437993
  nChanged 1
Iteration 313Q (107473.140000 sec): 114 clusters
  Score: Raw -106210480.524540 + Penalty 251952.990093 = -105958527.534447
  nChanged 1
Iteration 314Q (107618.480000 sec): 114 clusters
  Score: Raw -106210480.755760 + Penalty 251952.990093 = -105958527.765667
  nChanged 0
Iteration 315F (107818.600000 sec): 114 clusters
  Score: Raw -106210480.755760 + Penalty 251952.990093 = -105958527.765667
  nChanged 0
Compute initial score before splitting:   Score: Raw -106210480.755760 + Penalty 251952.990093 = -105958527.765667
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 1 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107818.740000 sec): 2 clusters
  Score: Raw -6942.104657 + Penalty 763.828059 = -6178.276597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107818.890000 sec): 3 clusters
  Score: Raw -7272.762477 + Penalty 1527.656119 = -5745.106358
  nChanged 14
		SP:Iteration 1F (107819.100000 sec): 3 clusters
  Score: Raw -7347.066010 + Penalty 1527.656119 = -5819.409891
  nChanged 2
		SP:Iteration 2Q (107819.220000 sec): 3 clusters
  Score: Raw -7360.659570 + Penalty 1527.656119 = -5833.003451
  nChanged 1
		SP:Iteration 3Q (107819.380000 sec): 3 clusters
  Score: Raw -7362.553656 + Penalty 1527.656119 = -5834.897537
  nChanged 0
		SP:Iteration 4F (107819.550000 sec): 3 clusters
  Score: Raw -7362.553656 + Penalty 1527.656119 = -5834.897537
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 2 (843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107819.700000 sec): 2 clusters
  Score: Raw -98012.683585 + Penalty 1094.757131 = -96917.926455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107819.870000 sec): 3 clusters
  Score: Raw -97776.966040 + Penalty 2189.514261 = -95587.451778
  nChanged 254
		SP:Iteration 1F (107820.050000 sec): 3 clusters
  Score: Raw -98037.311995 + Penalty 2189.514261 = -95847.797734
  nChanged 78
		SP:Iteration 2F (107820.240000 sec): 3 clusters
  Score: Raw -98115.281038 + Penalty 2189.514261 = -95925.766777
  nChanged 26
		SP:Iteration 3Q (107820.390000 sec): 3 clusters
  Score: Raw -98149.538662 + Penalty 2189.514261 = -95960.024400
  nChanged 14
		SP:Iteration 4Q (107820.620000 sec): 3 clusters
  Score: Raw -98165.194229 + Penalty 2189.514261 = -95975.679967
  nChanged 11
		SP:Iteration 5Q (107820.790000 sec): 3 clusters
  Score: Raw -98180.152299 + Penalty 2189.514261 = -95990.638038
  nChanged 11
		SP:Iteration 6Q (107820.970000 sec): 3 clusters
  Score: Raw -98190.889276 + Penalty 2189.514261 = -96001.375015
  nChanged 7
		SP:Iteration 7Q (107821.090000 sec): 3 clusters
  Score: Raw -98199.771734 + Penalty 2189.514261 = -96010.257473
  nChanged 6
		SP:Iteration 8Q (107821.250000 sec): 3 clusters
  Score: Raw -98208.611294 + Penalty 2189.514261 = -96019.097033
  nChanged 4
		SP:Iteration 9Q (107821.420000 sec): 3 clusters
  Score: Raw -98211.809036 + Penalty 2189.514261 = -96022.294775
  nChanged 7
		SP:Iteration 10Q (107821.630000 sec): 3 clusters
  Score: Raw -98221.064232 + Penalty 2189.514261 = -96031.549970
  nChanged 6
		SP:Iteration 11Q (107821.750000 sec): 3 clusters
  Score: Raw -98228.252977 + Penalty 2189.514261 = -96038.738716
  nChanged 4
		SP:Iteration 12Q (107821.940000 sec): 3 clusters
  Score: Raw -98230.864958 + Penalty 2189.514261 = -96041.350697
  nChanged 5
		SP:Iteration 13Q (107822.110000 sec): 3 clusters
  Score: Raw -98234.665658 + Penalty 2189.514261 = -96045.151396
  nChanged 3
		SP:Iteration 14Q (107822.290000 sec): 3 clusters
  Score: Raw -98237.359958 + Penalty 2189.514261 = -96047.845697
  nChanged 2
		SP:Iteration 15Q (107822.470000 sec): 3 clusters
  Score: Raw -98238.952087 + Penalty 2189.514261 = -96049.437826
  nChanged 3
		SP:Iteration 16Q (107822.630000 sec): 3 clusters
  Score: Raw -98242.766665 + Penalty 2189.514261 = -96053.252404
  nChanged 2
		SP:Iteration 17Q (107822.800000 sec): 3 clusters
  Score: Raw -98243.652682 + Penalty 2189.514261 = -96054.138420
  nChanged 2
		SP:Iteration 18Q (107822.950000 sec): 3 clusters
  Score: Raw -98249.217773 + Penalty 2189.514261 = -96059.703512
  nChanged 4
		SP:Iteration 19Q (107823.150000 sec): 3 clusters
  Score: Raw -98252.042966 + Penalty 2189.514261 = -96062.528705
  nChanged 1
		SP:Iteration 20F (107823.330000 sec): 3 clusters
  Score: Raw -98253.561225 + Penalty 2189.514261 = -96064.046964
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 3 (1042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107823.420000 sec): 2 clusters
  Score: Raw -106535.655794 + Penalty 1129.195799 = -105406.459996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107823.610000 sec): 3 clusters
  Score: Raw -106191.726412 + Penalty 2258.391597 = -103933.334815
  nChanged 322
		SP:Iteration 1F (107823.790000 sec): 3 clusters
  Score: Raw -106553.811695 + Penalty 2258.391597 = -104295.420098
  nChanged 97
		SP:Iteration 2F (107823.990000 sec): 3 clusters
  Score: Raw -106745.001297 + Penalty 2258.391597 = -104486.609699
  nChanged 77
		SP:Iteration 3F (107824.180000 sec): 3 clusters
  Score: Raw -106889.180324 + Penalty 2258.391597 = -104630.788727
  nChanged 60
		SP:Iteration 4F (107824.360000 sec): 3 clusters
  Score: Raw -107007.496166 + Penalty 2258.391597 = -104749.104569
  nChanged 51
		SP:Iteration 5Q (107824.500000 sec): 3 clusters
  Score: Raw -107132.734378 + Penalty 2258.391597 = -104874.342781
  nChanged 40
		SP:Iteration 6Q (107824.670000 sec): 3 clusters
  Score: Raw -107200.870650 + Penalty 2258.391597 = -104942.479053
  nChanged 27
		SP:Iteration 7Q (107824.870000 sec): 3 clusters
  Score: Raw -107239.033864 + Penalty 2258.391597 = -104980.642267
  nChanged 22
		SP:Iteration 8Q (107825.060000 sec): 3 clusters
  Score: Raw -107270.721734 + Penalty 2258.391597 = -105012.330136
  nChanged 22
		SP:Iteration 9Q (107825.220000 sec): 3 clusters
  Score: Raw -107301.132018 + Penalty 2258.391597 = -105042.740421
  nChanged 18
		SP:Iteration 10Q (107825.360000 sec): 3 clusters
  Score: Raw -107324.676759 + Penalty 2258.391597 = -105066.285162
  nChanged 14
		SP:Iteration 11Q (107825.580000 sec): 3 clusters
  Score: Raw -107342.370462 + Penalty 2258.391597 = -105083.978865
  nChanged 8
		SP:Iteration 12Q (107825.760000 sec): 3 clusters
  Score: Raw -107350.882949 + Penalty 2258.391597 = -105092.491352
  nChanged 3
		SP:Iteration 13Q (107825.930000 sec): 3 clusters
  Score: Raw -107353.095286 + Penalty 2258.391597 = -105094.703688
  nChanged 2
		SP:Iteration 14Q (107826.120000 sec): 3 clusters
  Score: Raw -107354.133480 + Penalty 2258.391597 = -105095.741883
  nChanged 1
		SP:Iteration 15Q (107826.290000 sec): 3 clusters
  Score: Raw -107354.683362 + Penalty 2258.391597 = -105096.291765
  nChanged 0
		SP:Iteration 16F (107826.470000 sec): 3 clusters
  Score: Raw -107354.683362 + Penalty 2258.391597 = -105096.291765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 4 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107826.580000 sec): 2 clusters
  Score: Raw -194595.620764 + Penalty 1211.673865 = -193383.946898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107826.770000 sec): 3 clusters
  Score: Raw -193921.582399 + Penalty 2423.347730 = -191498.234668
  nChanged 601
		SP:Iteration 1F (107826.940000 sec): 3 clusters
  Score: Raw -194460.861679 + Penalty 2423.347730 = -192037.513949
  nChanged 168
		SP:Iteration 2F (107827.090000 sec): 3 clusters
  Score: Raw -194712.765255 + Penalty 2423.347730 = -192289.417524
  nChanged 143
		SP:Iteration 3F (107827.280000 sec): 3 clusters
  Score: Raw -194921.599657 + Penalty 2423.347730 = -192498.251926
  nChanged 106
		SP:Iteration 4F (107827.440000 sec): 3 clusters
  Score: Raw -195053.743646 + Penalty 2423.347730 = -192630.395916
  nChanged 76
		SP:Iteration 5Q (107827.630000 sec): 3 clusters
  Score: Raw -195134.614695 + Penalty 2423.347730 = -192711.266965
  nChanged 62
		SP:Iteration 6Q (107827.800000 sec): 3 clusters
  Score: Raw -195226.457383 + Penalty 2423.347730 = -192803.109652
  nChanged 52
		SP:Iteration 7Q (107827.920000 sec): 3 clusters
  Score: Raw -195293.456430 + Penalty 2423.347730 = -192870.108699
  nChanged 43
		SP:Iteration 8Q (107828.120000 sec): 3 clusters
  Score: Raw -195337.698508 + Penalty 2423.347730 = -192914.350777
  nChanged 28
		SP:Iteration 9Q (107828.310000 sec): 3 clusters
  Score: Raw -195359.425311 + Penalty 2423.347730 = -192936.077581
  nChanged 18
		SP:Iteration 10Q (107828.480000 sec): 3 clusters
  Score: Raw -195372.813224 + Penalty 2423.347730 = -192949.465493
  nChanged 10
		SP:Iteration 11Q (107828.660000 sec): 3 clusters
  Score: Raw -195381.406635 + Penalty 2423.347730 = -192958.058905
  nChanged 10
		SP:Iteration 12Q (107828.830000 sec): 3 clusters
  Score: Raw -195387.513621 + Penalty 2423.347730 = -192964.165890
  nChanged 10
		SP:Iteration 13Q (107828.980000 sec): 3 clusters
  Score: Raw -195394.308743 + Penalty 2423.347730 = -192970.961013
  nChanged 10
		SP:Iteration 14Q (107829.190000 sec): 3 clusters
  Score: Raw -195402.426266 + Penalty 2423.347730 = -192979.078536
  nChanged 13
		SP:Iteration 15Q (107829.360000 sec): 3 clusters
  Score: Raw -195408.446694 + Penalty 2423.347730 = -192985.098963
  nChanged 5
		SP:Iteration 16Q (107829.560000 sec): 3 clusters
  Score: Raw -195411.394440 + Penalty 2423.347730 = -192988.046710
  nChanged 6
		SP:Iteration 17Q (107829.740000 sec): 3 clusters
  Score: Raw -195416.965028 + Penalty 2423.347730 = -192993.617298
  nChanged 5
		SP:Iteration 18Q (107829.910000 sec): 3 clusters
  Score: Raw -195420.853788 + Penalty 2423.347730 = -192997.506058
  nChanged 10
		SP:Iteration 19Q (107830.060000 sec): 3 clusters
  Score: Raw -195428.930943 + Penalty 2423.347730 = -193005.583212
  nChanged 2
		SP:Iteration 20F (107830.270000 sec): 3 clusters
  Score: Raw -195429.816456 + Penalty 2423.347730 = -193006.468726
  nChanged 3
		SP:Iteration 21Q (107830.440000 sec): 3 clusters
  Score: Raw -195431.849763 + Penalty 2423.347730 = -193008.502033
  nChanged 0
		SP:Iteration 22F (107830.620000 sec): 3 clusters
  Score: Raw -195431.849763 + Penalty 2423.347730 = -193008.502033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 5 (16677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107830.790000 sec): 2 clusters
  Score: Raw -2082703.568069 + Penalty 1579.790193 = -2081123.777876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107831.080000 sec): 3 clusters
  Score: Raw -2072770.608494 + Penalty 3159.580386 = -2069611.028108
  nChanged 7505
		SP:Iteration 1F (107831.320000 sec): 3 clusters
  Score: Raw -2076984.963637 + Penalty 3159.580386 = -2073825.383250
  nChanged 940
		SP:Iteration 2F (107831.560000 sec): 3 clusters
  Score: Raw -2077347.957797 + Penalty 3159.580386 = -2074188.377411
  nChanged 820
		SP:Iteration 3Q (107831.820000 sec): 3 clusters
  Score: Raw -2077668.073832 + Penalty 3159.580386 = -2074508.493446
  nChanged 713
		SP:Iteration 4Q (107832.100000 sec): 3 clusters
  Score: Raw -2077951.678199 + Penalty 3159.580386 = -2074792.097813
  nChanged 675
		SP:Iteration 5Q (107832.340000 sec): 3 clusters
  Score: Raw -2078236.799895 + Penalty 3159.580386 = -2075077.219509
  nChanged 681
		SP:Iteration 6Q (107832.590000 sec): 3 clusters
  Score: Raw -2078540.930756 + Penalty 3159.580386 = -2075381.350370
  nChanged 649
		SP:Iteration 7Q (107832.840000 sec): 3 clusters
  Score: Raw -2078848.078787 + Penalty 3159.580386 = -2075688.498401
  nChanged 651
		SP:Iteration 8Q (107833.060000 sec): 3 clusters
  Score: Raw -2079155.107467 + Penalty 3159.580386 = -2075995.527081
  nChanged 639
		SP:Iteration 9Q (107833.290000 sec): 3 clusters
  Score: Raw -2079466.855051 + Penalty 3159.580386 = -2076307.274665
  nChanged 716
		SP:Iteration 10Q (107833.560000 sec): 3 clusters
  Score: Raw -2079855.845911 + Penalty 3159.580386 = -2076696.265525
  nChanged 750
		SP:Iteration 11Q (107833.790000 sec): 3 clusters
  Score: Raw -2080295.149505 + Penalty 3159.580386 = -2077135.569119
  nChanged 742
		SP:Iteration 12Q (107834.040000 sec): 3 clusters
  Score: Raw -2080770.913051 + Penalty 3159.580386 = -2077611.332664
  nChanged 703
		SP:Iteration 13Q (107834.250000 sec): 3 clusters
  Score: Raw -2081231.126768 + Penalty 3159.580386 = -2078071.546382
  nChanged 646
		SP:Iteration 14Q (107834.490000 sec): 3 clusters
  Score: Raw -2081675.668508 + Penalty 3159.580386 = -2078516.088122
  nChanged 542
		SP:Iteration 15Q (107834.770000 sec): 3 clusters
  Score: Raw -2082049.464886 + Penalty 3159.580386 = -2078889.884500
  nChanged 387
		SP:Iteration 16Q (107834.980000 sec): 3 clusters
  Score: Raw -2082327.997820 + Penalty 3159.580386 = -2079168.417434
  nChanged 261
		SP:Iteration 17Q (107835.240000 sec): 3 clusters
  Score: Raw -2082504.881883 + Penalty 3159.580386 = -2079345.301497
  nChanged 154
		SP:Iteration 18Q (107835.480000 sec): 3 clusters
  Score: Raw -2082618.523036 + Penalty 3159.580386 = -2079458.942650
  nChanged 105
		SP:Iteration 19Q (107835.740000 sec): 3 clusters
  Score: Raw -2082702.155208 + Penalty 3159.580386 = -2079542.574822
  nChanged 74
		SP:Iteration 20F (107835.970000 sec): 3 clusters
  Score: Raw -2082763.187279 + Penalty 3159.580386 = -2079603.606892
  nChanged 52
		SP:Iteration 21Q (107836.230000 sec): 3 clusters
  Score: Raw -2082803.358339 + Penalty 3159.580386 = -2079643.777953
  nChanged 36
		SP:Iteration 22Q (107836.480000 sec): 3 clusters
  Score: Raw -2082826.619674 + Penalty 3159.580386 = -2079667.039288
  nChanged 22
		SP:Iteration 23Q (107836.750000 sec): 3 clusters
  Score: Raw -2082844.561186 + Penalty 3159.580386 = -2079684.980800
  nChanged 18
		SP:Iteration 24Q (107837.020000 sec): 3 clusters
  Score: Raw -2082859.851185 + Penalty 3159.580386 = -2079700.270798
  nChanged 14
		SP:Iteration 25Q (107837.230000 sec): 3 clusters
  Score: Raw -2082870.740127 + Penalty 3159.580386 = -2079711.159741
  nChanged 12
		SP:Iteration 26Q (107837.510000 sec): 3 clusters
  Score: Raw -2082881.863841 + Penalty 3159.580386 = -2079722.283455
  nChanged 15
		SP:Iteration 27Q (107837.730000 sec): 3 clusters
  Score: Raw -2082895.574889 + Penalty 3159.580386 = -2079735.994503
  nChanged 13
		SP:Iteration 28Q (107838.000000 sec): 3 clusters
  Score: Raw -2082909.104566 + Penalty 3159.580386 = -2079749.524179
  nChanged 9
		SP:Iteration 29Q (107838.210000 sec): 3 clusters
  Score: Raw -2082917.158682 + Penalty 3159.580386 = -2079757.578296
  nChanged 8
		SP:Iteration 30Q (107838.450000 sec): 3 clusters
  Score: Raw -2082922.104840 + Penalty 3159.580386 = -2079762.524454
  nChanged 6
		SP:Iteration 31Q (107838.670000 sec): 3 clusters
  Score: Raw -2082926.597525 + Penalty 3159.580386 = -2079767.017139
  nChanged 2
		SP:Iteration 32Q (107838.940000 sec): 3 clusters
  Score: Raw -2082928.280336 + Penalty 3159.580386 = -2079768.699950
  nChanged 3
		SP:Iteration 33Q (107839.180000 sec): 3 clusters
  Score: Raw -2082932.198531 + Penalty 3159.580386 = -2079772.618144
  nChanged 5
		SP:Iteration 34Q (107839.410000 sec): 3 clusters
  Score: Raw -2082937.727415 + Penalty 3159.580386 = -2079778.147029
  nChanged 2
		SP:Iteration 35Q (107839.640000 sec): 3 clusters
  Score: Raw -2082939.192919 + Penalty 3159.580386 = -2079779.612533
  nChanged 3
		SP:Iteration 36Q (107839.900000 sec): 3 clusters
  Score: Raw -2082940.947431 + Penalty 3159.580386 = -2079781.367045
  nChanged 0
		SP:Iteration 37F (107840.100000 sec): 3 clusters
  Score: Raw -2082940.947431 + Penalty 3159.580386 = -2079781.367045
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 6 (667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107840.210000 sec): 2 clusters
  Score: Raw -75207.648844 + Penalty 1056.703382 = -74150.945462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107840.390000 sec): 3 clusters
  Score: Raw -75079.993232 + Penalty 2113.406765 = -72966.586468
  nChanged 180
		SP:Iteration 1F (107840.550000 sec): 3 clusters
  Score: Raw -75314.162575 + Penalty 2113.406765 = -73200.755810
  nChanged 56
		SP:Iteration 2F (107840.740000 sec): 3 clusters
  Score: Raw -75411.722036 + Penalty 2113.406765 = -73298.315271
  nChanged 35
		SP:Iteration 3F (107840.880000 sec): 3 clusters
  Score: Raw -75451.922135 + Penalty 2113.406765 = -73338.515370
  nChanged 16
		SP:Iteration 4Q (107841.060000 sec): 3 clusters
  Score: Raw -75481.250809 + Penalty 2113.406765 = -73367.844044
  nChanged 16
		SP:Iteration 5Q (107841.270000 sec): 3 clusters
  Score: Raw -75509.670407 + Penalty 2113.406765 = -73396.263643
  nChanged 15
		SP:Iteration 6Q (107841.460000 sec): 3 clusters
  Score: Raw -75528.382637 + Penalty 2113.406765 = -73414.975872
  nChanged 5
		SP:Iteration 7Q (107841.610000 sec): 3 clusters
  Score: Raw -75533.505728 + Penalty 2113.406765 = -73420.098963
  nChanged 3
		SP:Iteration 8Q (107841.800000 sec): 3 clusters
  Score: Raw -75537.525599 + Penalty 2113.406765 = -73424.118834
  nChanged 3
		SP:Iteration 9Q (107841.950000 sec): 3 clusters
  Score: Raw -75540.395026 + Penalty 2113.406765 = -73426.988261
  nChanged 2
		SP:Iteration 10Q (107842.110000 sec): 3 clusters
  Score: Raw -75542.430645 + Penalty 2113.406765 = -73429.023880
  nChanged 1
		SP:Iteration 11Q (107842.300000 sec): 3 clusters
  Score: Raw -75543.879040 + Penalty 2113.406765 = -73430.472275
  nChanged 1
		SP:Iteration 12Q (107842.450000 sec): 3 clusters
  Score: Raw -75544.598382 + Penalty 2113.406765 = -73431.191617
  nChanged 1
		SP:Iteration 13Q (107842.620000 sec): 3 clusters
  Score: Raw -75544.992283 + Penalty 2113.406765 = -73431.585519
  nChanged 2
		SP:Iteration 14Q (107842.790000 sec): 3 clusters
  Score: Raw -75546.381349 + Penalty 2113.406765 = -73432.974584
  nChanged 0
		SP:Iteration 15F (107843.000000 sec): 3 clusters
  Score: Raw -75546.381349 + Penalty 2113.406765 = -73432.974584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 7 (6883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107843.110000 sec): 2 clusters
  Score: Raw -751010.129732 + Penalty 1435.981606 = -749574.148126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107843.300000 sec): 3 clusters
  Score: Raw -747302.201092 + Penalty 2871.963212 = -744430.237880
  nChanged 2937
		SP:Iteration 1F (107843.510000 sec): 3 clusters
  Score: Raw -749030.695414 + Penalty 2871.963212 = -746158.732202
  nChanged 548
		SP:Iteration 2F (107843.720000 sec): 3 clusters
  Score: Raw -749360.334978 + Penalty 2871.963212 = -746488.371766
  nChanged 410
		SP:Iteration 3F (107843.930000 sec): 3 clusters
  Score: Raw -749639.877760 + Penalty 2871.963212 = -746767.914548
  nChanged 385
		SP:Iteration 4F (107844.140000 sec): 3 clusters
  Score: Raw -749857.802823 + Penalty 2871.963212 = -746985.839612
  nChanged 326
		SP:Iteration 5Q (107844.330000 sec): 3 clusters
  Score: Raw -750065.056984 + Penalty 2871.963212 = -747193.093772
  nChanged 334
		SP:Iteration 6Q (107844.480000 sec): 3 clusters
  Score: Raw -750264.876325 + Penalty 2871.963212 = -747392.913113
  nChanged 292
		SP:Iteration 7Q (107844.710000 sec): 3 clusters
  Score: Raw -750459.288556 + Penalty 2871.963212 = -747587.325344
  nChanged 278
		SP:Iteration 8Q (107844.870000 sec): 3 clusters
  Score: Raw -750617.893387 + Penalty 2871.963212 = -747745.930175
  nChanged 244
		SP:Iteration 9Q (107845.080000 sec): 3 clusters
  Score: Raw -750745.100579 + Penalty 2871.963212 = -747873.137367
  nChanged 199
		SP:Iteration 10Q (107845.270000 sec): 3 clusters
  Score: Raw -750836.586477 + Penalty 2871.963212 = -747964.623265
  nChanged 158
		SP:Iteration 11Q (107845.460000 sec): 3 clusters
  Score: Raw -750897.936715 + Penalty 2871.963212 = -748025.973503
  nChanged 147
		SP:Iteration 12Q (107845.650000 sec): 3 clusters
  Score: Raw -750952.285118 + Penalty 2871.963212 = -748080.321906
  nChanged 142
		SP:Iteration 13Q (107845.860000 sec): 3 clusters
  Score: Raw -750998.052061 + Penalty 2871.963212 = -748126.088849
  nChanged 101
		SP:Iteration 14Q (107846.060000 sec): 3 clusters
  Score: Raw -751028.464994 + Penalty 2871.963212 = -748156.501782
  nChanged 81
		SP:Iteration 15Q (107846.240000 sec): 3 clusters
  Score: Raw -751051.078875 + Penalty 2871.963212 = -748179.115664
  nChanged 67
		SP:Iteration 16Q (107846.470000 sec): 3 clusters
  Score: Raw -751072.922753 + Penalty 2871.963212 = -748200.959541
  nChanged 63
		SP:Iteration 17Q (107846.680000 sec): 3 clusters
  Score: Raw -751092.618813 + Penalty 2871.963212 = -748220.655602
  nChanged 78
		SP:Iteration 18Q (107846.870000 sec): 3 clusters
  Score: Raw -751115.108724 + Penalty 2871.963212 = -748243.145512
  nChanged 81
		SP:Iteration 19Q (107847.040000 sec): 3 clusters
  Score: Raw -751145.194189 + Penalty 2871.963212 = -748273.230978
  nChanged 77
		SP:Iteration 20F (107847.210000 sec): 3 clusters
  Score: Raw -751168.945402 + Penalty 2871.963212 = -748296.982191
  nChanged 65
		SP:Iteration 21Q (107847.400000 sec): 3 clusters
  Score: Raw -751184.329214 + Penalty 2871.963212 = -748312.366002
  nChanged 52
		SP:Iteration 22Q (107847.580000 sec): 3 clusters
  Score: Raw -751199.104753 + Penalty 2871.963212 = -748327.141542
  nChanged 50
		SP:Iteration 23Q (107847.720000 sec): 3 clusters
  Score: Raw -751216.032714 + Penalty 2871.963212 = -748344.069502
  nChanged 57
		SP:Iteration 24Q (107847.890000 sec): 3 clusters
  Score: Raw -751236.445797 + Penalty 2871.963212 = -748364.482585
  nChanged 62
		SP:Iteration 25Q (107848.110000 sec): 3 clusters
  Score: Raw -751257.032452 + Penalty 2871.963212 = -748385.069240
  nChanged 64
		SP:Iteration 26Q (107848.340000 sec): 3 clusters
  Score: Raw -751274.276471 + Penalty 2871.963212 = -748402.313260
  nChanged 42
		SP:Iteration 27Q (107848.520000 sec): 3 clusters
  Score: Raw -751284.731895 + Penalty 2871.963212 = -748412.768683
  nChanged 44
		SP:Iteration 28Q (107848.770000 sec): 3 clusters
  Score: Raw -751294.437119 + Penalty 2871.963212 = -748422.473908
  nChanged 35
		SP:Iteration 29Q (107848.970000 sec): 3 clusters
  Score: Raw -751301.913225 + Penalty 2871.963212 = -748429.950013
  nChanged 26
		SP:Iteration 30Q (107849.170000 sec): 3 clusters
  Score: Raw -751305.696516 + Penalty 2871.963212 = -748433.733305
  nChanged 19
		SP:Iteration 31Q (107849.370000 sec): 3 clusters
  Score: Raw -751308.070349 + Penalty 2871.963212 = -748436.107137
  nChanged 10
		SP:Iteration 32Q (107849.590000 sec): 3 clusters
  Score: Raw -751309.166335 + Penalty 2871.963212 = -748437.203124
  nChanged 8
		SP:Iteration 33Q (107849.800000 sec): 3 clusters
  Score: Raw -751310.302105 + Penalty 2871.963212 = -748438.338894
  nChanged 6
		SP:Iteration 34Q (107849.990000 sec): 3 clusters
  Score: Raw -751311.044324 + Penalty 2871.963212 = -748439.081112
  nChanged 4
		SP:Iteration 35Q (107850.200000 sec): 3 clusters
  Score: Raw -751311.610520 + Penalty 2871.963212 = -748439.647308
  nChanged 5
		SP:Iteration 36Q (107850.350000 sec): 3 clusters
  Score: Raw -751312.020626 + Penalty 2871.963212 = -748440.057414
  nChanged 2
		SP:Iteration 37Q (107850.510000 sec): 3 clusters
  Score: Raw -751312.347460 + Penalty 2871.963212 = -748440.384248
  nChanged 3
		SP:Iteration 38Q (107850.710000 sec): 3 clusters
  Score: Raw -751312.654235 + Penalty 2871.963212 = -748440.691023
  nChanged 2
		SP:Iteration 39Q (107850.880000 sec): 3 clusters
  Score: Raw -751312.927799 + Penalty 2871.963212 = -748440.964588
  nChanged 2
		SP:Iteration 40F (107851.090000 sec): 3 clusters
  Score: Raw -751313.323749 + Penalty 2871.963212 = -748441.360537
  nChanged 3
		SP:Iteration 41Q (107851.340000 sec): 3 clusters
  Score: Raw -751313.619696 + Penalty 2871.963212 = -748441.656484
  nChanged 1
		SP:Iteration 42Q (107851.540000 sec): 3 clusters
  Score: Raw -751313.796672 + Penalty 2871.963212 = -748441.833460
  nChanged 2
		SP:Iteration 43Q (107851.710000 sec): 3 clusters
  Score: Raw -751313.961236 + Penalty 2871.963212 = -748441.998024
  nChanged 2
		SP:Iteration 44Q (107851.920000 sec): 3 clusters
  Score: Raw -751314.251620 + Penalty 2871.963212 = -748442.288409
  nChanged 1
		SP:Iteration 45Q (107852.120000 sec): 3 clusters
  Score: Raw -751314.308502 + Penalty 2871.963212 = -748442.345290
  nChanged 1
		SP:Iteration 46Q (107852.330000 sec): 3 clusters
  Score: Raw -751314.421389 + Penalty 2871.963212 = -748442.458177
  nChanged 0
		SP:Iteration 47F (107852.500000 sec): 3 clusters
  Score: Raw -751314.421389 + Penalty 2871.963212 = -748442.458177
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 8 (16853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107852.690000 sec): 2 clusters
  Score: Raw -2102577.805840 + Penalty 1581.496144 = -2100996.309696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107852.980000 sec): 3 clusters
  Score: Raw -2092467.370014 + Penalty 3162.992287 = -2089304.377726
  nChanged 7625
		SP:Iteration 1F (107853.220000 sec): 3 clusters
  Score: Raw -2096711.828543 + Penalty 3162.992287 = -2093548.836256
  nChanged 1006
		SP:Iteration 2F (107853.450000 sec): 3 clusters
  Score: Raw -2097136.737438 + Penalty 3162.992287 = -2093973.745151
  nChanged 911
		SP:Iteration 3F (107853.720000 sec): 3 clusters
  Score: Raw -2097502.443662 + Penalty 3162.992287 = -2094339.451374
  nChanged 801
		SP:Iteration 4Q (107853.980000 sec): 3 clusters
  Score: Raw -2097836.356997 + Penalty 3162.992287 = -2094673.364709
  nChanged 745
		SP:Iteration 5Q (107854.230000 sec): 3 clusters
  Score: Raw -2098141.890582 + Penalty 3162.992287 = -2094978.898294
  nChanged 715
		SP:Iteration 6Q (107854.460000 sec): 3 clusters
  Score: Raw -2098505.707915 + Penalty 3162.992287 = -2095342.715627
  nChanged 792
		SP:Iteration 7Q (107854.700000 sec): 3 clusters
  Score: Raw -2098952.963892 + Penalty 3162.992287 = -2095789.971605
  nChanged 829
		SP:Iteration 8Q (107854.990000 sec): 3 clusters
  Score: Raw -2099466.611324 + Penalty 3162.992287 = -2096303.619036
  nChanged 781
		SP:Iteration 9Q (107855.200000 sec): 3 clusters
  Score: Raw -2099951.090199 + Penalty 3162.992287 = -2096788.097911
  nChanged 747
		SP:Iteration 10Q (107855.460000 sec): 3 clusters
  Score: Raw -2100364.539281 + Penalty 3162.992287 = -2097201.546994
  nChanged 625
		SP:Iteration 11Q (107855.730000 sec): 3 clusters
  Score: Raw -2100643.204854 + Penalty 3162.992287 = -2097480.212567
  nChanged 475
		SP:Iteration 12Q (107855.980000 sec): 3 clusters
  Score: Raw -2100801.220151 + Penalty 3162.992287 = -2097638.227864
  nChanged 298
		SP:Iteration 13Q (107856.280000 sec): 3 clusters
  Score: Raw -2100878.319260 + Penalty 3162.992287 = -2097715.326973
  nChanged 231
		SP:Iteration 14Q (107856.500000 sec): 3 clusters
  Score: Raw -2100931.132909 + Penalty 3162.992287 = -2097768.140622
  nChanged 174
		SP:Iteration 15Q (107856.790000 sec): 3 clusters
  Score: Raw -2100967.695024 + Penalty 3162.992287 = -2097804.702737
  nChanged 148
		SP:Iteration 16Q (107857.070000 sec): 3 clusters
  Score: Raw -2100995.166828 + Penalty 3162.992287 = -2097832.174540
  nChanged 127
		SP:Iteration 17Q (107857.330000 sec): 3 clusters
  Score: Raw -2101019.421917 + Penalty 3162.992287 = -2097856.429630
  nChanged 135
		SP:Iteration 18Q (107857.580000 sec): 3 clusters
  Score: Raw -2101047.090380 + Penalty 3162.992287 = -2097884.098093
  nChanged 133
		SP:Iteration 19Q (107857.820000 sec): 3 clusters
  Score: Raw -2101074.797551 + Penalty 3162.992287 = -2097911.805264
  nChanged 136
		SP:Iteration 20F (107858.100000 sec): 3 clusters
  Score: Raw -2101105.280902 + Penalty 3162.992287 = -2097942.288615
  nChanged 128
		SP:Iteration 21Q (107858.360000 sec): 3 clusters
  Score: Raw -2101130.779043 + Penalty 3162.992287 = -2097967.786756
  nChanged 126
		SP:Iteration 22Q (107858.580000 sec): 3 clusters
  Score: Raw -2101154.846377 + Penalty 3162.992287 = -2097991.854089
  nChanged 118
		SP:Iteration 23Q (107858.800000 sec): 3 clusters
  Score: Raw -2101173.426057 + Penalty 3162.992287 = -2098010.433769
  nChanged 100
		SP:Iteration 24Q (107859.060000 sec): 3 clusters
  Score: Raw -2101192.436400 + Penalty 3162.992287 = -2098029.444113
  nChanged 118
		SP:Iteration 25Q (107859.320000 sec): 3 clusters
  Score: Raw -2101213.595626 + Penalty 3162.992287 = -2098050.603339
  nChanged 119
		SP:Iteration 26Q (107859.570000 sec): 3 clusters
  Score: Raw -2101238.943310 + Penalty 3162.992287 = -2098075.951022
  nChanged 117
		SP:Iteration 27Q (107859.850000 sec): 3 clusters
  Score: Raw -2101265.050319 + Penalty 3162.992287 = -2098102.058031
  nChanged 133
		SP:Iteration 28Q (107860.070000 sec): 3 clusters
  Score: Raw -2101293.370325 + Penalty 3162.992287 = -2098130.378037
  nChanged 129
		SP:Iteration 29Q (107860.340000 sec): 3 clusters
  Score: Raw -2101318.782192 + Penalty 3162.992287 = -2098155.789904
  nChanged 113
		SP:Iteration 30Q (107860.560000 sec): 3 clusters
  Score: Raw -2101339.765332 + Penalty 3162.992287 = -2098176.773045
  nChanged 112
		SP:Iteration 31Q (107860.820000 sec): 3 clusters
  Score: Raw -2101360.471326 + Penalty 3162.992287 = -2098197.479039
  nChanged 113
		SP:Iteration 32Q (107861.070000 sec): 3 clusters
  Score: Raw -2101382.277956 + Penalty 3162.992287 = -2098219.285669
  nChanged 120
		SP:Iteration 33Q (107861.290000 sec): 3 clusters
  Score: Raw -2101407.971817 + Penalty 3162.992287 = -2098244.979530
  nChanged 106
		SP:Iteration 34Q (107861.550000 sec): 3 clusters
  Score: Raw -2101429.694927 + Penalty 3162.992287 = -2098266.702640
  nChanged 113
		SP:Iteration 35Q (107861.770000 sec): 3 clusters
  Score: Raw -2101450.577464 + Penalty 3162.992287 = -2098287.585176
  nChanged 103
		SP:Iteration 36Q (107862.050000 sec): 3 clusters
  Score: Raw -2101469.354837 + Penalty 3162.992287 = -2098306.362550
  nChanged 109
		SP:Iteration 37Q (107862.280000 sec): 3 clusters
  Score: Raw -2101489.972742 + Penalty 3162.992287 = -2098326.980455
  nChanged 97
		SP:Iteration 38Q (107862.490000 sec): 3 clusters
  Score: Raw -2101507.706716 + Penalty 3162.992287 = -2098344.714429
  nChanged 74
		SP:Iteration 39Q (107862.730000 sec): 3 clusters
  Score: Raw -2101519.449701 + Penalty 3162.992287 = -2098356.457414
  nChanged 80
		SP:Iteration 40F (107863.040000 sec): 3 clusters
  Score: Raw -2101532.293173 + Penalty 3162.992287 = -2098369.300886
  nChanged 92
		SP:Iteration 41Q (107863.270000 sec): 3 clusters
  Score: Raw -2101548.374956 + Penalty 3162.992287 = -2098385.382669
  nChanged 88
		SP:Iteration 42Q (107863.500000 sec): 3 clusters
  Score: Raw -2101564.647790 + Penalty 3162.992287 = -2098401.655503
  nChanged 91
		SP:Iteration 43Q (107863.730000 sec): 3 clusters
  Score: Raw -2101582.244518 + Penalty 3162.992287 = -2098419.252230
  nChanged 93
		SP:Iteration 44Q (107863.970000 sec): 3 clusters
  Score: Raw -2101598.728309 + Penalty 3162.992287 = -2098435.736021
  nChanged 103
		SP:Iteration 45Q (107864.250000 sec): 3 clusters
  Score: Raw -2101618.111174 + Penalty 3162.992287 = -2098455.118886
  nChanged 93
		SP:Iteration 46Q (107864.500000 sec): 3 clusters
  Score: Raw -2101635.026266 + Penalty 3162.992287 = -2098472.033978
  nChanged 84
		SP:Iteration 47Q (107864.720000 sec): 3 clusters
  Score: Raw -2101653.959991 + Penalty 3162.992287 = -2098490.967704
  nChanged 108
		SP:Iteration 48Q (107865.010000 sec): 3 clusters
  Score: Raw -2101680.769168 + Penalty 3162.992287 = -2098517.776881
  nChanged 114
		SP:Iteration 49Q (107865.230000 sec): 3 clusters
  Score: Raw -2101706.948102 + Penalty 3162.992287 = -2098543.955815
  nChanged 121
		SP:Iteration 50Q (107865.490000 sec): 3 clusters
  Score: Raw -2101734.632235 + Penalty 3162.992287 = -2098571.639947
  nChanged 122
		SP:Iteration 51Q (107865.730000 sec): 3 clusters
  Score: Raw -2101761.653231 + Penalty 3162.992287 = -2098598.660943
  nChanged 119
		SP:Iteration 52Q (107865.980000 sec): 3 clusters
  Score: Raw -2101794.724273 + Penalty 3162.992287 = -2098631.731985
  nChanged 116
		SP:Iteration 53Q (107866.230000 sec): 3 clusters
  Score: Raw -2101825.473015 + Penalty 3162.992287 = -2098662.480727
  nChanged 127
		SP:Iteration 54Q (107866.440000 sec): 3 clusters
  Score: Raw -2101858.781955 + Penalty 3162.992287 = -2098695.789667
  nChanged 128
		SP:Iteration 55Q (107866.700000 sec): 3 clusters
  Score: Raw -2101890.578112 + Penalty 3162.992287 = -2098727.585824
  nChanged 119
		SP:Iteration 56Q (107866.960000 sec): 3 clusters
  Score: Raw -2101923.991006 + Penalty 3162.992287 = -2098760.998718
  nChanged 123
		SP:Iteration 57Q (107867.200000 sec): 3 clusters
  Score: Raw -2101961.919278 + Penalty 3162.992287 = -2098798.926990
  nChanged 103
		SP:Iteration 58Q (107867.430000 sec): 3 clusters
  Score: Raw -2101992.590815 + Penalty 3162.992287 = -2098829.598527
  nChanged 120
		SP:Iteration 59Q (107867.680000 sec): 3 clusters
  Score: Raw -2102027.667396 + Penalty 3162.992287 = -2098864.675109
  nChanged 110
		SP:Iteration 60F (107867.910000 sec): 3 clusters
  Score: Raw -2102058.952912 + Penalty 3162.992287 = -2098895.960625
  nChanged 104
		SP:Iteration 61Q (107868.190000 sec): 3 clusters
  Score: Raw -2102085.036791 + Penalty 3162.992287 = -2098922.044503
  nChanged 97
		SP:Iteration 62Q (107868.460000 sec): 3 clusters
  Score: Raw -2102108.705388 + Penalty 3162.992287 = -2098945.713100
  nChanged 96
		SP:Iteration 63Q (107868.690000 sec): 3 clusters
  Score: Raw -2102134.921860 + Penalty 3162.992287 = -2098971.929572
  nChanged 86
		SP:Iteration 64Q (107868.960000 sec): 3 clusters
  Score: Raw -2102158.020557 + Penalty 3162.992287 = -2098995.028270
  nChanged 77
		SP:Iteration 65Q (107869.180000 sec): 3 clusters
  Score: Raw -2102174.419052 + Penalty 3162.992287 = -2099011.426765
  nChanged 70
		SP:Iteration 66Q (107869.420000 sec): 3 clusters
  Score: Raw -2102187.984398 + Penalty 3162.992287 = -2099024.992111
  nChanged 67
		SP:Iteration 67Q (107869.700000 sec): 3 clusters
  Score: Raw -2102202.666431 + Penalty 3162.992287 = -2099039.674144
  nChanged 65
		SP:Iteration 68Q (107869.980000 sec): 3 clusters
  Score: Raw -2102218.314735 + Penalty 3162.992287 = -2099055.322448
  nChanged 63
		SP:Iteration 69Q (107870.190000 sec): 3 clusters
  Score: Raw -2102231.691962 + Penalty 3162.992287 = -2099068.699675
  nChanged 55
		SP:Iteration 70Q (107870.440000 sec): 3 clusters
  Score: Raw -2102243.433300 + Penalty 3162.992287 = -2099080.441012
  nChanged 57
		SP:Iteration 71Q (107870.710000 sec): 3 clusters
  Score: Raw -2102257.545495 + Penalty 3162.992287 = -2099094.553207
  nChanged 68
		SP:Iteration 72Q (107870.930000 sec): 3 clusters
  Score: Raw -2102275.993514 + Penalty 3162.992287 = -2099113.001226
  nChanged 69
		SP:Iteration 73Q (107871.180000 sec): 3 clusters
  Score: Raw -2102297.257587 + Penalty 3162.992287 = -2099134.265300
  nChanged 80
		SP:Iteration 74Q (107871.470000 sec): 3 clusters
  Score: Raw -2102320.436412 + Penalty 3162.992287 = -2099157.444124
  nChanged 64
		SP:Iteration 75Q (107871.720000 sec): 3 clusters
  Score: Raw -2102337.987229 + Penalty 3162.992287 = -2099174.994941
  nChanged 64
		SP:Iteration 76Q (107871.980000 sec): 3 clusters
  Score: Raw -2102354.883803 + Penalty 3162.992287 = -2099191.891515
  nChanged 64
		SP:Iteration 77Q (107872.210000 sec): 3 clusters
  Score: Raw -2102369.883545 + Penalty 3162.992287 = -2099206.891257
  nChanged 51
		SP:Iteration 78Q (107872.450000 sec): 3 clusters
  Score: Raw -2102383.168638 + Penalty 3162.992287 = -2099220.176350
  nChanged 52
		SP:Iteration 79Q (107872.710000 sec): 3 clusters
  Score: Raw -2102395.538250 + Penalty 3162.992287 = -2099232.545962
  nChanged 48
		SP:Iteration 80F (107872.910000 sec): 3 clusters
  Score: Raw -2102407.914680 + Penalty 3162.992287 = -2099244.922393
  nChanged 45
		SP:Iteration 81Q (107873.160000 sec): 3 clusters
  Score: Raw -2102421.775936 + Penalty 3162.992287 = -2099258.783648
  nChanged 55
		SP:Iteration 82Q (107873.380000 sec): 3 clusters
  Score: Raw -2102438.748491 + Penalty 3162.992287 = -2099275.756203
  nChanged 61
		SP:Iteration 83Q (107873.620000 sec): 3 clusters
  Score: Raw -2102457.118574 + Penalty 3162.992287 = -2099294.126287
  nChanged 65
		SP:Iteration 84Q (107873.870000 sec): 3 clusters
  Score: Raw -2102477.252042 + Penalty 3162.992287 = -2099314.259755
  nChanged 70
		SP:Iteration 85Q (107874.100000 sec): 3 clusters
  Score: Raw -2102499.389175 + Penalty 3162.992287 = -2099336.396887
  nChanged 56
		SP:Iteration 86Q (107874.340000 sec): 3 clusters
  Score: Raw -2102518.334293 + Penalty 3162.992287 = -2099355.342006
  nChanged 52
		SP:Iteration 87Q (107874.590000 sec): 3 clusters
  Score: Raw -2102533.280429 + Penalty 3162.992287 = -2099370.288141
  nChanged 46
		SP:Iteration 88Q (107874.810000 sec): 3 clusters
  Score: Raw -2102546.759540 + Penalty 3162.992287 = -2099383.767252
  nChanged 50
		SP:Iteration 89Q (107875.110000 sec): 3 clusters
  Score: Raw -2102559.352231 + Penalty 3162.992287 = -2099396.359944
  nChanged 39
		SP:Iteration 90Q (107875.340000 sec): 3 clusters
  Score: Raw -2102571.914124 + Penalty 3162.992287 = -2099408.921837
  nChanged 49
		SP:Iteration 91Q (107875.560000 sec): 3 clusters
  Score: Raw -2102585.180771 + Penalty 3162.992287 = -2099422.188483
  nChanged 45
		SP:Iteration 92Q (107875.830000 sec): 3 clusters
  Score: Raw -2102598.320549 + Penalty 3162.992287 = -2099435.328261
  nChanged 34
		SP:Iteration 93Q (107876.070000 sec): 3 clusters
  Score: Raw -2102609.263001 + Penalty 3162.992287 = -2099446.270714
  nChanged 34
		SP:Iteration 94Q (107876.310000 sec): 3 clusters
  Score: Raw -2102619.394568 + Penalty 3162.992287 = -2099456.402281
  nChanged 24
		SP:Iteration 95Q (107876.560000 sec): 3 clusters
  Score: Raw -2102625.903256 + Penalty 3162.992287 = -2099462.910968
  nChanged 24
		SP:Iteration 96Q (107876.760000 sec): 3 clusters
  Score: Raw -2102634.127582 + Penalty 3162.992287 = -2099471.135294
  nChanged 31
		SP:Iteration 97Q (107876.980000 sec): 3 clusters
  Score: Raw -2102641.741830 + Penalty 3162.992287 = -2099478.749542
  nChanged 22
		SP:Iteration 98Q (107877.260000 sec): 3 clusters
  Score: Raw -2102648.250119 + Penalty 3162.992287 = -2099485.257832
  nChanged 26
		SP:Iteration 99Q (107877.480000 sec): 3 clusters
  Score: Raw -2102655.486599 + Penalty 3162.992287 = -2099492.494312
  nChanged 26
		SP:Iteration 100F (107877.720000 sec): 3 clusters
  Score: Raw -2102664.325527 + Penalty 3162.992287 = -2099501.333240
  nChanged 25
		SP:Iteration 101Q (107877.950000 sec): 3 clusters
  Score: Raw -2102673.594753 + Penalty 3162.992287 = -2099510.602466
  nChanged 25
		SP:Iteration 102Q (107878.200000 sec): 3 clusters
  Score: Raw -2102680.173688 + Penalty 3162.992287 = -2099517.181401
  nChanged 20
		SP:Iteration 103Q (107878.440000 sec): 3 clusters
  Score: Raw -2102685.537026 + Penalty 3162.992287 = -2099522.544738
  nChanged 18
		SP:Iteration 104Q (107878.640000 sec): 3 clusters
  Score: Raw -2102691.717500 + Penalty 3162.992287 = -2099528.725213
  nChanged 14
		SP:Iteration 105Q (107878.910000 sec): 3 clusters
  Score: Raw -2102695.963693 + Penalty 3162.992287 = -2099532.971406
  nChanged 14
		SP:Iteration 106Q (107879.180000 sec): 3 clusters
  Score: Raw -2102700.957950 + Penalty 3162.992287 = -2099537.965663
  nChanged 16
		SP:Iteration 107Q (107879.420000 sec): 3 clusters
  Score: Raw -2102706.259456 + Penalty 3162.992287 = -2099543.267168
  nChanged 18
		SP:Iteration 108Q (107879.660000 sec): 3 clusters
  Score: Raw -2102712.209853 + Penalty 3162.992287 = -2099549.217566
  nChanged 14
		SP:Iteration 109Q (107879.920000 sec): 3 clusters
  Score: Raw -2102717.744107 + Penalty 3162.992287 = -2099554.751820
  nChanged 18
		SP:Iteration 110Q (107880.160000 sec): 3 clusters
  Score: Raw -2102722.696107 + Penalty 3162.992287 = -2099559.703820
  nChanged 11
		SP:Iteration 111Q (107880.430000 sec): 3 clusters
  Score: Raw -2102726.523331 + Penalty 3162.992287 = -2099563.531044
  nChanged 15
		SP:Iteration 112Q (107880.670000 sec): 3 clusters
  Score: Raw -2102731.770373 + Penalty 3162.992287 = -2099568.778086
  nChanged 16
		SP:Iteration 113Q (107880.940000 sec): 3 clusters
  Score: Raw -2102736.768429 + Penalty 3162.992287 = -2099573.776142
  nChanged 12
		SP:Iteration 114Q (107881.200000 sec): 3 clusters
  Score: Raw -2102740.304879 + Penalty 3162.992287 = -2099577.312592
  nChanged 9
		SP:Iteration 115Q (107881.450000 sec): 3 clusters
  Score: Raw -2102742.804462 + Penalty 3162.992287 = -2099579.812175
  nChanged 4
		SP:Iteration 116Q (107881.630000 sec): 3 clusters
  Score: Raw -2102744.489243 + Penalty 3162.992287 = -2099581.496956
  nChanged 4
		SP:Iteration 117Q (107881.910000 sec): 3 clusters
  Score: Raw -2102746.217657 + Penalty 3162.992287 = -2099583.225370
  nChanged 5
		SP:Iteration 118Q (107882.130000 sec): 3 clusters
  Score: Raw -2102747.496437 + Penalty 3162.992287 = -2099584.504150
  nChanged 5
		SP:Iteration 119Q (107882.360000 sec): 3 clusters
  Score: Raw -2102749.485285 + Penalty 3162.992287 = -2099586.492998
  nChanged 6
		SP:Iteration 120F (107882.620000 sec): 3 clusters
  Score: Raw -2102751.438073 + Penalty 3162.992287 = -2099588.445785
  nChanged 3
		SP:Iteration 121Q (107882.890000 sec): 3 clusters
  Score: Raw -2102753.063747 + Penalty 3162.992287 = -2099590.071460
  nChanged 6
		SP:Iteration 122Q (107883.110000 sec): 3 clusters
  Score: Raw -2102754.680882 + Penalty 3162.992287 = -2099591.688595
  nChanged 2
		SP:Iteration 123Q (107883.340000 sec): 3 clusters
  Score: Raw -2102754.919000 + Penalty 3162.992287 = -2099591.926713
  nChanged 0
		SP:Iteration 124F (107883.570000 sec): 3 clusters
  Score: Raw -2102754.919000 + Penalty 3162.992287 = -2099591.926713
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 9 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107883.700000 sec): 2 clusters
  Score: Raw -170999.507438 + Penalty 1186.107238 = -169813.400200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107883.900000 sec): 3 clusters
  Score: Raw -170443.952211 + Penalty 2372.214475 = -168071.737736
  nChanged 500
		SP:Iteration 1F (107884.050000 sec): 3 clusters
  Score: Raw -170804.361615 + Penalty 2372.214475 = -168432.147140
  nChanged 103
		SP:Iteration 2F (107884.260000 sec): 3 clusters
  Score: Raw -170883.524529 + Penalty 2372.214475 = -168511.310054
  nChanged 56
		SP:Iteration 3Q (107884.450000 sec): 3 clusters
  Score: Raw -170921.059028 + Penalty 2372.214475 = -168548.844552
  nChanged 32
		SP:Iteration 4Q (107884.660000 sec): 3 clusters
  Score: Raw -170943.742702 + Penalty 2372.214475 = -168571.528227
  nChanged 16
		SP:Iteration 5Q (107884.850000 sec): 3 clusters
  Score: Raw -170950.677504 + Penalty 2372.214475 = -168578.463028
  nChanged 9
		SP:Iteration 6Q (107884.980000 sec): 3 clusters
  Score: Raw -170955.737421 + Penalty 2372.214475 = -168583.522946
  nChanged 4
		SP:Iteration 7Q (107885.170000 sec): 3 clusters
  Score: Raw -170957.923502 + Penalty 2372.214475 = -168585.709026
  nChanged 6
		SP:Iteration 8Q (107885.360000 sec): 3 clusters
  Score: Raw -170960.724332 + Penalty 2372.214475 = -168588.509856
  nChanged 2
		SP:Iteration 9Q (107885.540000 sec): 3 clusters
  Score: Raw -170962.928324 + Penalty 2372.214475 = -168590.713849
  nChanged 2
		SP:Iteration 10Q (107885.720000 sec): 3 clusters
  Score: Raw -170965.506730 + Penalty 2372.214475 = -168593.292255
  nChanged 5
		SP:Iteration 11Q (107885.910000 sec): 3 clusters
  Score: Raw -170967.131519 + Penalty 2372.214475 = -168594.917043
  nChanged 4
		SP:Iteration 12Q (107886.060000 sec): 3 clusters
  Score: Raw -170969.544999 + Penalty 2372.214475 = -168597.330524
  nChanged 2
		SP:Iteration 13Q (107886.240000 sec): 3 clusters
  Score: Raw -170971.072068 + Penalty 2372.214475 = -168598.857593
  nChanged 3
		SP:Iteration 14Q (107886.440000 sec): 3 clusters
  Score: Raw -170972.446679 + Penalty 2372.214475 = -168600.232204
  nChanged 3
		SP:Iteration 15Q (107886.630000 sec): 3 clusters
  Score: Raw -170973.781236 + Penalty 2372.214475 = -168601.566761
  nChanged 3
		SP:Iteration 16Q (107886.820000 sec): 3 clusters
  Score: Raw -170977.097242 + Penalty 2372.214475 = -168604.882766
  nChanged 2
		SP:Iteration 17Q (107886.980000 sec): 3 clusters
  Score: Raw -170979.790290 + Penalty 2372.214475 = -168607.575815
  nChanged 5
		SP:Iteration 18Q (107887.150000 sec): 3 clusters
  Score: Raw -170982.508231 + Penalty 2372.214475 = -168610.293755
  nChanged 4
		SP:Iteration 19Q (107887.300000 sec): 3 clusters
  Score: Raw -170986.640704 + Penalty 2372.214475 = -168614.426228
  nChanged 7
		SP:Iteration 20F (107887.470000 sec): 3 clusters
  Score: Raw -170989.415057 + Penalty 2372.214475 = -168617.200582
  nChanged 5
		SP:Iteration 21Q (107887.680000 sec): 3 clusters
  Score: Raw -170990.939079 + Penalty 2372.214475 = -168618.724604
  nChanged 6
		SP:Iteration 22Q (107887.860000 sec): 3 clusters
  Score: Raw -170995.161574 + Penalty 2372.214475 = -168622.947098
  nChanged 6
		SP:Iteration 23Q (107888.030000 sec): 3 clusters
  Score: Raw -170999.286145 + Penalty 2372.214475 = -168627.071670
  nChanged 5
		SP:Iteration 24Q (107888.200000 sec): 3 clusters
  Score: Raw -171002.003477 + Penalty 2372.214475 = -168629.789002
  nChanged 4
		SP:Iteration 25Q (107888.390000 sec): 3 clusters
  Score: Raw -171006.928539 + Penalty 2372.214475 = -168634.714064
  nChanged 5
		SP:Iteration 26Q (107888.530000 sec): 3 clusters
  Score: Raw -171009.430530 + Penalty 2372.214475 = -168637.216055
  nChanged 4
		SP:Iteration 27Q (107888.750000 sec): 3 clusters
  Score: Raw -171011.448117 + Penalty 2372.214475 = -168639.233642
  nChanged 2
		SP:Iteration 28Q (107888.920000 sec): 3 clusters
  Score: Raw -171014.084900 + Penalty 2372.214475 = -168641.870425
  nChanged 4
		SP:Iteration 29Q (107889.080000 sec): 3 clusters
  Score: Raw -171016.059303 + Penalty 2372.214475 = -168643.844828
  nChanged 2
		SP:Iteration 30Q (107889.240000 sec): 3 clusters
  Score: Raw -171017.125751 + Penalty 2372.214475 = -168644.911275
  nChanged 1
		SP:Iteration 31Q (107889.390000 sec): 3 clusters
  Score: Raw -171017.636248 + Penalty 2372.214475 = -168645.421773
  nChanged 2
		SP:Iteration 32Q (107889.560000 sec): 3 clusters
  Score: Raw -171019.356248 + Penalty 2372.214475 = -168647.141773
  nChanged 2
		SP:Iteration 33Q (107889.740000 sec): 3 clusters
  Score: Raw -171020.055952 + Penalty 2372.214475 = -168647.841476
  nChanged 3
		SP:Iteration 34Q (107889.930000 sec): 3 clusters
  Score: Raw -171021.326993 + Penalty 2372.214475 = -168649.112517
  nChanged 2
		SP:Iteration 35Q (107890.080000 sec): 3 clusters
  Score: Raw -171021.936048 + Penalty 2372.214475 = -168649.721573
  nChanged 1
		SP:Iteration 36Q (107890.230000 sec): 3 clusters
  Score: Raw -171022.062632 + Penalty 2372.214475 = -168649.848157
  nChanged 0
		SP:Iteration 37F (107890.380000 sec): 3 clusters
  Score: Raw -171022.062632 + Penalty 2372.214475 = -168649.848157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 10 (9904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107890.530000 sec): 2 clusters
  Score: Raw -1195483.187844 + Penalty 1495.112774 = -1193988.075069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107890.770000 sec): 3 clusters
  Score: Raw -1189889.441695 + Penalty 2990.225548 = -1186899.216147
  nChanged 4243
		SP:Iteration 1F (107890.920000 sec): 3 clusters
  Score: Raw -1192218.754150 + Penalty 2990.225548 = -1189228.528602
  nChanged 548
		SP:Iteration 2F (107891.170000 sec): 3 clusters
  Score: Raw -1192418.858042 + Penalty 2990.225548 = -1189428.632493
  nChanged 427
		SP:Iteration 3Q (107891.350000 sec): 3 clusters
  Score: Raw -1192567.026982 + Penalty 2990.225548 = -1189576.801434
  nChanged 354
		SP:Iteration 4Q (107891.530000 sec): 3 clusters
  Score: Raw -1192681.825726 + Penalty 2990.225548 = -1189691.600177
  nChanged 316
		SP:Iteration 5Q (107891.740000 sec): 3 clusters
  Score: Raw -1192780.172443 + Penalty 2990.225548 = -1189789.946895
  nChanged 241
		SP:Iteration 6Q (107891.970000 sec): 3 clusters
  Score: Raw -1192864.549010 + Penalty 2990.225548 = -1189874.323462
  nChanged 261
		SP:Iteration 7Q (107892.200000 sec): 3 clusters
  Score: Raw -1192965.597994 + Penalty 2990.225548 = -1189975.372445
  nChanged 306
		SP:Iteration 8Q (107892.390000 sec): 3 clusters
  Score: Raw -1193081.998034 + Penalty 2990.225548 = -1190091.772485
  nChanged 307
		SP:Iteration 9Q (107892.630000 sec): 3 clusters
  Score: Raw -1193214.477184 + Penalty 2990.225548 = -1190224.251636
  nChanged 343
		SP:Iteration 10Q (107892.850000 sec): 3 clusters
  Score: Raw -1193391.544088 + Penalty 2990.225548 = -1190401.318540
  nChanged 389
		SP:Iteration 11Q (107893.050000 sec): 3 clusters
  Score: Raw -1193619.288513 + Penalty 2990.225548 = -1190629.062965
  nChanged 410
		SP:Iteration 12Q (107893.270000 sec): 3 clusters
  Score: Raw -1193899.964694 + Penalty 2990.225548 = -1190909.739146
  nChanged 408
		SP:Iteration 13Q (107893.480000 sec): 3 clusters
  Score: Raw -1194205.487140 + Penalty 2990.225548 = -1191215.261591
  nChanged 386
		SP:Iteration 14Q (107893.700000 sec): 3 clusters
  Score: Raw -1194521.027138 + Penalty 2990.225548 = -1191530.801590
  nChanged 333
		SP:Iteration 15Q (107893.960000 sec): 3 clusters
  Score: Raw -1194791.372427 + Penalty 2990.225548 = -1191801.146879
  nChanged 266
		SP:Iteration 16Q (107894.140000 sec): 3 clusters
  Score: Raw -1194979.690792 + Penalty 2990.225548 = -1191989.465244
  nChanged 183
		SP:Iteration 17Q (107894.340000 sec): 3 clusters
  Score: Raw -1195103.049843 + Penalty 2990.225548 = -1192112.824295
  nChanged 165
		SP:Iteration 18Q (107894.570000 sec): 3 clusters
  Score: Raw -1195199.456739 + Penalty 2990.225548 = -1192209.231191
  nChanged 127
		SP:Iteration 19Q (107894.770000 sec): 3 clusters
  Score: Raw -1195274.832267 + Penalty 2990.225548 = -1192284.606719
  nChanged 95
		SP:Iteration 20F (107895.010000 sec): 3 clusters
  Score: Raw -1195329.802947 + Penalty 2990.225548 = -1192339.577399
  nChanged 76
		SP:Iteration 21Q (107895.200000 sec): 3 clusters
  Score: Raw -1195369.037334 + Penalty 2990.225548 = -1192378.811785
  nChanged 58
		SP:Iteration 22Q (107895.430000 sec): 3 clusters
  Score: Raw -1195406.607323 + Penalty 2990.225548 = -1192416.381774
  nChanged 53
		SP:Iteration 23Q (107895.620000 sec): 3 clusters
  Score: Raw -1195445.086613 + Penalty 2990.225548 = -1192454.861065
  nChanged 48
		SP:Iteration 24Q (107895.840000 sec): 3 clusters
  Score: Raw -1195470.929317 + Penalty 2990.225548 = -1192480.703769
  nChanged 30
		SP:Iteration 25Q (107896.070000 sec): 3 clusters
  Score: Raw -1195488.429049 + Penalty 2990.225548 = -1192498.203501
  nChanged 30
		SP:Iteration 26Q (107896.260000 sec): 3 clusters
  Score: Raw -1195506.594644 + Penalty 2990.225548 = -1192516.369096
  nChanged 28
		SP:Iteration 27Q (107896.490000 sec): 3 clusters
  Score: Raw -1195523.167584 + Penalty 2990.225548 = -1192532.942035
  nChanged 18
		SP:Iteration 28Q (107896.680000 sec): 3 clusters
  Score: Raw -1195536.109909 + Penalty 2990.225548 = -1192545.884361
  nChanged 18
		SP:Iteration 29Q (107896.890000 sec): 3 clusters
  Score: Raw -1195548.069092 + Penalty 2990.225548 = -1192557.843544
  nChanged 14
		SP:Iteration 30Q (107897.110000 sec): 3 clusters
  Score: Raw -1195556.285045 + Penalty 2990.225548 = -1192566.059497
  nChanged 14
		SP:Iteration 31Q (107897.320000 sec): 3 clusters
  Score: Raw -1195562.404551 + Penalty 2990.225548 = -1192572.179003
  nChanged 5
		SP:Iteration 32Q (107897.550000 sec): 3 clusters
  Score: Raw -1195565.326932 + Penalty 2990.225548 = -1192575.101383
  nChanged 4
		SP:Iteration 33Q (107897.760000 sec): 3 clusters
  Score: Raw -1195567.091205 + Penalty 2990.225548 = -1192576.865656
  nChanged 3
		SP:Iteration 34Q (107897.950000 sec): 3 clusters
  Score: Raw -1195567.736234 + Penalty 2990.225548 = -1192577.510686
  nChanged 3
		SP:Iteration 35Q (107898.160000 sec): 3 clusters
  Score: Raw -1195568.331725 + Penalty 2990.225548 = -1192578.106176
  nChanged 1
		SP:Iteration 36Q (107898.380000 sec): 3 clusters
  Score: Raw -1195568.696559 + Penalty 2990.225548 = -1192578.471011
  nChanged 0
		SP:Iteration 37F (107898.580000 sec): 3 clusters
  Score: Raw -1195568.696559 + Penalty 2990.225548 = -1192578.471011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 11 (24371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107898.840000 sec): 2 clusters
  Score: Raw -2911972.374339 + Penalty 1641.436742 = -2910330.937597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107899.100000 sec): 3 clusters
  Score: Raw -2896959.215480 + Penalty 3282.873483 = -2893676.341996
  nChanged 11231
		SP:Iteration 1F (107899.430000 sec): 3 clusters
  Score: Raw -2902936.908599 + Penalty 3282.873483 = -2899654.035116
  nChanged 1192
		SP:Iteration 2Q (107899.780000 sec): 3 clusters
  Score: Raw -2903377.722896 + Penalty 3282.873483 = -2900094.849413
  nChanged 1266
		SP:Iteration 3F (107900.090000 sec): 3 clusters
  Score: Raw -2903982.921584 + Penalty 3282.873483 = -2900700.048101
  nChanged 1426
		SP:Iteration 4F (107900.380000 sec): 3 clusters
  Score: Raw -2904772.644097 + Penalty 3282.873483 = -2901489.770613
  nChanged 1588
		SP:Iteration 5F (107900.650000 sec): 3 clusters
  Score: Raw -2905705.514250 + Penalty 3282.873483 = -2902422.640766
  nChanged 1531
		SP:Iteration 6F (107900.950000 sec): 3 clusters
  Score: Raw -2906596.567181 + Penalty 3282.873483 = -2903313.693698
  nChanged 1400
		SP:Iteration 7F (107901.250000 sec): 3 clusters
  Score: Raw -2907371.947532 + Penalty 3282.873483 = -2904089.074048
  nChanged 1236
		SP:Iteration 8F (107901.550000 sec): 3 clusters
  Score: Raw -2907961.694159 + Penalty 3282.873483 = -2904678.820676
  nChanged 998
		SP:Iteration 9Q (107901.870000 sec): 3 clusters
  Score: Raw -2908389.550249 + Penalty 3282.873483 = -2905106.676765
  nChanged 822
		SP:Iteration 10Q (107902.170000 sec): 3 clusters
  Score: Raw -2908696.921956 + Penalty 3282.873483 = -2905414.048473
  nChanged 630
		SP:Iteration 11Q (107902.460000 sec): 3 clusters
  Score: Raw -2908903.499621 + Penalty 3282.873483 = -2905620.626138
  nChanged 589
		SP:Iteration 12Q (107902.770000 sec): 3 clusters
  Score: Raw -2909084.552548 + Penalty 3282.873483 = -2905801.679065
  nChanged 527
		SP:Iteration 13Q (107903.070000 sec): 3 clusters
  Score: Raw -2909248.456223 + Penalty 3282.873483 = -2905965.582740
  nChanged 546
		SP:Iteration 14Q (107903.370000 sec): 3 clusters
  Score: Raw -2909418.079135 + Penalty 3282.873483 = -2906135.205652
  nChanged 546
		SP:Iteration 15Q (107903.700000 sec): 3 clusters
  Score: Raw -2909598.893511 + Penalty 3282.873483 = -2906316.020028
  nChanged 601
		SP:Iteration 16Q (107903.960000 sec): 3 clusters
  Score: Raw -2909801.877147 + Penalty 3282.873483 = -2906519.003664
  nChanged 675
		SP:Iteration 17Q (107904.230000 sec): 3 clusters
  Score: Raw -2910039.992995 + Penalty 3282.873483 = -2906757.119512
  nChanged 664
		SP:Iteration 18Q (107904.540000 sec): 3 clusters
  Score: Raw -2910272.337127 + Penalty 3282.873483 = -2906989.463644
  nChanged 667
		SP:Iteration 19Q (107904.860000 sec): 3 clusters
  Score: Raw -2910527.164557 + Penalty 3282.873483 = -2907244.291073
  nChanged 676
		SP:Iteration 20F (107905.080000 sec): 3 clusters
  Score: Raw -2910813.140624 + Penalty 3282.873483 = -2907530.267140
  nChanged 718
		SP:Iteration 21Q (107905.420000 sec): 3 clusters
  Score: Raw -2911123.495727 + Penalty 3282.873483 = -2907840.622243
  nChanged 597
		SP:Iteration 22Q (107905.690000 sec): 3 clusters
  Score: Raw -2911367.034579 + Penalty 3282.873483 = -2908084.161096
  nChanged 547
		SP:Iteration 23Q (107906.000000 sec): 3 clusters
  Score: Raw -2911582.391077 + Penalty 3282.873483 = -2908299.517594
  nChanged 490
		SP:Iteration 24Q (107906.300000 sec): 3 clusters
  Score: Raw -2911776.095289 + Penalty 3282.873483 = -2908493.221806
  nChanged 444
		SP:Iteration 25Q (107906.570000 sec): 3 clusters
  Score: Raw -2911948.249155 + Penalty 3282.873483 = -2908665.375672
  nChanged 372
		SP:Iteration 26Q (107906.850000 sec): 3 clusters
  Score: Raw -2912074.544809 + Penalty 3282.873483 = -2908791.671325
  nChanged 304
		SP:Iteration 27Q (107907.160000 sec): 3 clusters
  Score: Raw -2912165.316688 + Penalty 3282.873483 = -2908882.443205
  nChanged 252
		SP:Iteration 28Q (107907.490000 sec): 3 clusters
  Score: Raw -2912238.143226 + Penalty 3282.873483 = -2908955.269742
  nChanged 203
		SP:Iteration 29Q (107907.800000 sec): 3 clusters
  Score: Raw -2912295.953279 + Penalty 3282.873483 = -2909013.079796
  nChanged 184
		SP:Iteration 30Q (107908.090000 sec): 3 clusters
  Score: Raw -2912354.298926 + Penalty 3282.873483 = -2909071.425443
  nChanged 171
		SP:Iteration 31Q (107908.400000 sec): 3 clusters
  Score: Raw -2912406.328336 + Penalty 3282.873483 = -2909123.454853
  nChanged 139
		SP:Iteration 32Q (107908.680000 sec): 3 clusters
  Score: Raw -2912441.919534 + Penalty 3282.873483 = -2909159.046050
  nChanged 109
		SP:Iteration 33Q (107908.970000 sec): 3 clusters
  Score: Raw -2912462.820227 + Penalty 3282.873483 = -2909179.946743
  nChanged 68
		SP:Iteration 34Q (107909.260000 sec): 3 clusters
  Score: Raw -2912476.814069 + Penalty 3282.873483 = -2909193.940586
  nChanged 66
		SP:Iteration 35Q (107909.610000 sec): 3 clusters
  Score: Raw -2912492.171451 + Penalty 3282.873483 = -2909209.297968
  nChanged 57
		SP:Iteration 36Q (107909.860000 sec): 3 clusters
  Score: Raw -2912504.446349 + Penalty 3282.873483 = -2909221.572866
  nChanged 45
		SP:Iteration 37Q (107910.160000 sec): 3 clusters
  Score: Raw -2912515.119482 + Penalty 3282.873483 = -2909232.245998
  nChanged 48
		SP:Iteration 38Q (107910.440000 sec): 3 clusters
  Score: Raw -2912525.167851 + Penalty 3282.873483 = -2909242.294367
  nChanged 33
		SP:Iteration 39Q (107910.710000 sec): 3 clusters
  Score: Raw -2912532.897890 + Penalty 3282.873483 = -2909250.024406
  nChanged 34
		SP:Iteration 40F (107911.010000 sec): 3 clusters
  Score: Raw -2912540.124572 + Penalty 3282.873483 = -2909257.251089
  nChanged 34
		SP:Iteration 41Q (107911.320000 sec): 3 clusters
  Score: Raw -2912547.717981 + Penalty 3282.873483 = -2909264.844497
  nChanged 31
		SP:Iteration 42Q (107911.610000 sec): 3 clusters
  Score: Raw -2912554.419230 + Penalty 3282.873483 = -2909271.545746
  nChanged 35
		SP:Iteration 43Q (107911.920000 sec): 3 clusters
  Score: Raw -2912562.325751 + Penalty 3282.873483 = -2909279.452268
  nChanged 23
		SP:Iteration 44Q (107912.200000 sec): 3 clusters
  Score: Raw -2912565.899714 + Penalty 3282.873483 = -2909283.026230
  nChanged 17
		SP:Iteration 45Q (107912.520000 sec): 3 clusters
  Score: Raw -2912569.411939 + Penalty 3282.873483 = -2909286.538456
  nChanged 12
		SP:Iteration 46Q (107912.830000 sec): 3 clusters
  Score: Raw -2912571.972572 + Penalty 3282.873483 = -2909289.099089
  nChanged 13
		SP:Iteration 47Q (107913.090000 sec): 3 clusters
  Score: Raw -2912574.320343 + Penalty 3282.873483 = -2909291.446859
  nChanged 7
		SP:Iteration 48Q (107913.350000 sec): 3 clusters
  Score: Raw -2912575.295879 + Penalty 3282.873483 = -2909292.422395
  nChanged 6
		SP:Iteration 49Q (107913.650000 sec): 3 clusters
  Score: Raw -2912576.605228 + Penalty 3282.873483 = -2909293.731744
  nChanged 5
		SP:Iteration 50Q (107913.960000 sec): 3 clusters
  Score: Raw -2912577.542672 + Penalty 3282.873483 = -2909294.669188
  nChanged 4
		SP:Iteration 51Q (107914.300000 sec): 3 clusters
  Score: Raw -2912578.215950 + Penalty 3282.873483 = -2909295.342466
  nChanged 3
		SP:Iteration 52Q (107914.620000 sec): 3 clusters
  Score: Raw -2912578.837971 + Penalty 3282.873483 = -2909295.964488
  nChanged 4
		SP:Iteration 53Q (107914.910000 sec): 3 clusters
  Score: Raw -2912579.624067 + Penalty 3282.873483 = -2909296.750583
  nChanged 6
		SP:Iteration 54Q (107915.220000 sec): 3 clusters
  Score: Raw -2912580.715639 + Penalty 3282.873483 = -2909297.842155
  nChanged 4
		SP:Iteration 55Q (107915.500000 sec): 3 clusters
  Score: Raw -2912581.433313 + Penalty 3282.873483 = -2909298.559830
  nChanged 3
		SP:Iteration 56Q (107915.780000 sec): 3 clusters
  Score: Raw -2912581.967953 + Penalty 3282.873483 = -2909299.094469
  nChanged 5
		SP:Iteration 57Q (107916.090000 sec): 3 clusters
  Score: Raw -2912582.739998 + Penalty 3282.873483 = -2909299.866515
  nChanged 7
		SP:Iteration 58Q (107916.380000 sec): 3 clusters
  Score: Raw -2912583.966511 + Penalty 3282.873483 = -2909301.093028
  nChanged 7
		SP:Iteration 59Q (107916.650000 sec): 3 clusters
  Score: Raw -2912585.274286 + Penalty 3282.873483 = -2909302.400802
  nChanged 8
		SP:Iteration 60F (107916.950000 sec): 3 clusters
  Score: Raw -2912586.874184 + Penalty 3282.873483 = -2909304.000701
  nChanged 7
		SP:Iteration 61Q (107917.260000 sec): 3 clusters
  Score: Raw -2912588.115134 + Penalty 3282.873483 = -2909305.241651
  nChanged 5
		SP:Iteration 62Q (107917.560000 sec): 3 clusters
  Score: Raw -2912588.790667 + Penalty 3282.873483 = -2909305.917183
  nChanged 1
		SP:Iteration 63Q (107917.870000 sec): 3 clusters
  Score: Raw -2912588.958965 + Penalty 3282.873483 = -2909306.085482
  nChanged 0
		SP:Iteration 64F (107918.150000 sec): 3 clusters
  Score: Raw -2912588.958965 + Penalty 3282.873483 = -2909306.085482
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 12 (6190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107918.310000 sec): 2 clusters
  Score: Raw -772241.781595 + Penalty 1418.737184 = -770823.044411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107918.510000 sec): 3 clusters
  Score: Raw -768922.084078 + Penalty 2837.474369 = -766084.609709
  nChanged 2557
		SP:Iteration 1F (107918.720000 sec): 3 clusters
  Score: Raw -770342.593587 + Penalty 2837.474369 = -767505.119218
  nChanged 481
		SP:Iteration 2F (107918.920000 sec): 3 clusters
  Score: Raw -770642.621817 + Penalty 2837.474369 = -767805.147448
  nChanged 439
		SP:Iteration 3F (107919.120000 sec): 3 clusters
  Score: Raw -770898.531894 + Penalty 2837.474369 = -768061.057525
  nChanged 362
		SP:Iteration 4F (107919.360000 sec): 3 clusters
  Score: Raw -771143.254112 + Penalty 2837.474369 = -768305.779743
  nChanged 372
		SP:Iteration 5F (107919.550000 sec): 3 clusters
  Score: Raw -771415.647662 + Penalty 2837.474369 = -768578.173293
  nChanged 344
		SP:Iteration 6F (107919.740000 sec): 3 clusters
  Score: Raw -771675.895273 + Penalty 2837.474369 = -768838.420904
  nChanged 282
		SP:Iteration 7Q (107920.000000 sec): 3 clusters
  Score: Raw -771894.735253 + Penalty 2837.474369 = -769057.260884
  nChanged 231
		SP:Iteration 8Q (107920.180000 sec): 3 clusters
  Score: Raw -772057.942978 + Penalty 2837.474369 = -769220.468610
  nChanged 157
		SP:Iteration 9Q (107920.420000 sec): 3 clusters
  Score: Raw -772156.124650 + Penalty 2837.474369 = -769318.650281
  nChanged 118
		SP:Iteration 10Q (107920.580000 sec): 3 clusters
  Score: Raw -772240.106083 + Penalty 2837.474369 = -769402.631714
  nChanged 104
		SP:Iteration 11Q (107920.750000 sec): 3 clusters
  Score: Raw -772311.903447 + Penalty 2837.474369 = -769474.429078
  nChanged 79
		SP:Iteration 12Q (107920.970000 sec): 3 clusters
  Score: Raw -772367.845899 + Penalty 2837.474369 = -769530.371530
  nChanged 70
		SP:Iteration 13Q (107921.150000 sec): 3 clusters
  Score: Raw -772403.351434 + Penalty 2837.474369 = -769565.877065
  nChanged 53
		SP:Iteration 14Q (107921.360000 sec): 3 clusters
  Score: Raw -772431.269512 + Penalty 2837.474369 = -769593.795143
  nChanged 51
		SP:Iteration 15Q (107921.560000 sec): 3 clusters
  Score: Raw -772454.643075 + Penalty 2837.474369 = -769617.168706
  nChanged 27
		SP:Iteration 16Q (107921.740000 sec): 3 clusters
  Score: Raw -772466.032554 + Penalty 2837.474369 = -769628.558185
  nChanged 25
		SP:Iteration 17Q (107921.940000 sec): 3 clusters
  Score: Raw -772474.170878 + Penalty 2837.474369 = -769636.696509
  nChanged 12
		SP:Iteration 18Q (107922.170000 sec): 3 clusters
  Score: Raw -772478.289172 + Penalty 2837.474369 = -769640.814803
  nChanged 13
		SP:Iteration 19Q (107922.370000 sec): 3 clusters
  Score: Raw -772484.340454 + Penalty 2837.474369 = -769646.866085
  nChanged 14
		SP:Iteration 20F (107922.560000 sec): 3 clusters
  Score: Raw -772490.414392 + Penalty 2837.474369 = -769652.940023
  nChanged 13
		SP:Iteration 21Q (107922.730000 sec): 3 clusters
  Score: Raw -772495.846861 + Penalty 2837.474369 = -769658.372492
  nChanged 12
		SP:Iteration 22Q (107922.920000 sec): 3 clusters
  Score: Raw -772501.151400 + Penalty 2837.474369 = -769663.677032
  nChanged 10
		SP:Iteration 23Q (107923.140000 sec): 3 clusters
  Score: Raw -772504.047114 + Penalty 2837.474369 = -769666.572745
  nChanged 6
		SP:Iteration 24Q (107923.300000 sec): 3 clusters
  Score: Raw -772506.944424 + Penalty 2837.474369 = -769669.470055
  nChanged 4
		SP:Iteration 25Q (107923.480000 sec): 3 clusters
  Score: Raw -772508.266173 + Penalty 2837.474369 = -769670.791804
  nChanged 4
		SP:Iteration 26Q (107923.680000 sec): 3 clusters
  Score: Raw -772509.469558 + Penalty 2837.474369 = -769671.995189
  nChanged 4
		SP:Iteration 27Q (107923.890000 sec): 3 clusters
  Score: Raw -772510.517287 + Penalty 2837.474369 = -769673.042918
  nChanged 4
		SP:Iteration 28Q (107924.100000 sec): 3 clusters
  Score: Raw -772511.688599 + Penalty 2837.474369 = -769674.214230
  nChanged 3
		SP:Iteration 29Q (107924.300000 sec): 3 clusters
  Score: Raw -772512.719761 + Penalty 2837.474369 = -769675.245392
  nChanged 1
		SP:Iteration 30Q (107924.460000 sec): 3 clusters
  Score: Raw -772512.943908 + Penalty 2837.474369 = -769675.469539
  nChanged 1
		SP:Iteration 31Q (107924.650000 sec): 3 clusters
  Score: Raw -772513.526648 + Penalty 2837.474369 = -769676.052279
  nChanged 1
		SP:Iteration 32Q (107924.860000 sec): 3 clusters
  Score: Raw -772513.708889 + Penalty 2837.474369 = -769676.234521
  nChanged 0
		SP:Iteration 33F (107925.050000 sec): 3 clusters
  Score: Raw -772513.708889 + Penalty 2837.474369 = -769676.234521
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 13 (2985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107925.170000 sec): 2 clusters
  Score: Raw -341339.612157 + Penalty 1300.220192 = -340039.391965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107925.330000 sec): 3 clusters
  Score: Raw -339955.360621 + Penalty 2600.440383 = -337354.920237
  nChanged 1127
		SP:Iteration 1F (107925.500000 sec): 3 clusters
  Score: Raw -340702.186199 + Penalty 2600.440383 = -338101.745815
  nChanged 296
		SP:Iteration 2F (107925.700000 sec): 3 clusters
  Score: Raw -340950.090345 + Penalty 2600.440383 = -338349.649962
  nChanged 204
		SP:Iteration 3F (107925.870000 sec): 3 clusters
  Score: Raw -341132.393283 + Penalty 2600.440383 = -338531.952900
  nChanged 176
		SP:Iteration 4F (107926.050000 sec): 3 clusters
  Score: Raw -341282.689583 + Penalty 2600.440383 = -338682.249200
  nChanged 129
		SP:Iteration 5Q (107926.220000 sec): 3 clusters
  Score: Raw -341374.478296 + Penalty 2600.440383 = -338774.037913
  nChanged 116
		SP:Iteration 6Q (107926.390000 sec): 3 clusters
  Score: Raw -341458.776981 + Penalty 2600.440383 = -338858.336598
  nChanged 91
		SP:Iteration 7Q (107926.560000 sec): 3 clusters
  Score: Raw -341518.871890 + Penalty 2600.440383 = -338918.431507
  nChanged 63
		SP:Iteration 8Q (107926.770000 sec): 3 clusters
  Score: Raw -341559.897184 + Penalty 2600.440383 = -338959.456801
  nChanged 46
		SP:Iteration 9Q (107926.930000 sec): 3 clusters
  Score: Raw -341589.011739 + Penalty 2600.440383 = -338988.571355
  nChanged 34
		SP:Iteration 10Q (107927.090000 sec): 3 clusters
  Score: Raw -341609.107722 + Penalty 2600.440383 = -339008.667338
  nChanged 40
		SP:Iteration 11Q (107927.290000 sec): 3 clusters
  Score: Raw -341632.046929 + Penalty 2600.440383 = -339031.606546
  nChanged 46
		SP:Iteration 12Q (107927.470000 sec): 3 clusters
  Score: Raw -341659.482730 + Penalty 2600.440383 = -339059.042346
  nChanged 40
		SP:Iteration 13Q (107927.640000 sec): 3 clusters
  Score: Raw -341684.398020 + Penalty 2600.440383 = -339083.957636
  nChanged 34
		SP:Iteration 14Q (107927.840000 sec): 3 clusters
  Score: Raw -341702.832135 + Penalty 2600.440383 = -339102.391751
  nChanged 27
		SP:Iteration 15Q (107927.990000 sec): 3 clusters
  Score: Raw -341722.303140 + Penalty 2600.440383 = -339121.862757
  nChanged 35
		SP:Iteration 16Q (107928.190000 sec): 3 clusters
  Score: Raw -341741.262175 + Penalty 2600.440383 = -339140.821792
  nChanged 33
		SP:Iteration 17Q (107928.340000 sec): 3 clusters
  Score: Raw -341762.396295 + Penalty 2600.440383 = -339161.955912
  nChanged 35
		SP:Iteration 18Q (107928.520000 sec): 3 clusters
  Score: Raw -341797.806236 + Penalty 2600.440383 = -339197.365852
  nChanged 48
		SP:Iteration 19Q (107928.700000 sec): 3 clusters
  Score: Raw -341833.594877 + Penalty 2600.440383 = -339233.154494
  nChanged 51
		SP:Iteration 20F (107928.850000 sec): 3 clusters
  Score: Raw -341883.632124 + Penalty 2600.440383 = -339283.191740
  nChanged 56
		SP:Iteration 21Q (107929.020000 sec): 3 clusters
  Score: Raw -341939.474655 + Penalty 2600.440383 = -339339.034272
  nChanged 45
		SP:Iteration 22Q (107929.250000 sec): 3 clusters
  Score: Raw -341971.305417 + Penalty 2600.440383 = -339370.865034
  nChanged 36
		SP:Iteration 23Q (107929.390000 sec): 3 clusters
  Score: Raw -341993.465942 + Penalty 2600.440383 = -339393.025559
  nChanged 33
		SP:Iteration 24Q (107929.570000 sec): 3 clusters
  Score: Raw -342011.180624 + Penalty 2600.440383 = -339410.740240
  nChanged 32
		SP:Iteration 25Q (107929.770000 sec): 3 clusters
  Score: Raw -342035.890462 + Penalty 2600.440383 = -339435.450078
  nChanged 30
		SP:Iteration 26Q (107929.980000 sec): 3 clusters
  Score: Raw -342059.270022 + Penalty 2600.440383 = -339458.829639
  nChanged 22
		SP:Iteration 27Q (107930.130000 sec): 3 clusters
  Score: Raw -342075.804916 + Penalty 2600.440383 = -339475.364532
  nChanged 25
		SP:Iteration 28Q (107930.320000 sec): 3 clusters
  Score: Raw -342088.972114 + Penalty 2600.440383 = -339488.531731
  nChanged 21
		SP:Iteration 29Q (107930.520000 sec): 3 clusters
  Score: Raw -342099.628367 + Penalty 2600.440383 = -339499.187983
  nChanged 20
		SP:Iteration 30Q (107930.710000 sec): 3 clusters
  Score: Raw -342108.971622 + Penalty 2600.440383 = -339508.531238
  nChanged 18
		SP:Iteration 31Q (107930.940000 sec): 3 clusters
  Score: Raw -342119.433281 + Penalty 2600.440383 = -339518.992898
  nChanged 15
		SP:Iteration 32Q (107931.110000 sec): 3 clusters
  Score: Raw -342130.558284 + Penalty 2600.440383 = -339530.117901
  nChanged 20
		SP:Iteration 33Q (107931.320000 sec): 3 clusters
  Score: Raw -342139.740644 + Penalty 2600.440383 = -339539.300260
  nChanged 14
		SP:Iteration 34Q (107931.510000 sec): 3 clusters
  Score: Raw -342146.218985 + Penalty 2600.440383 = -339545.778602
  nChanged 15
		SP:Iteration 35Q (107931.640000 sec): 3 clusters
  Score: Raw -342152.378052 + Penalty 2600.440383 = -339551.937668
  nChanged 13
		SP:Iteration 36Q (107931.860000 sec): 3 clusters
  Score: Raw -342156.647723 + Penalty 2600.440383 = -339556.207339
  nChanged 10
		SP:Iteration 37Q (107932.010000 sec): 3 clusters
  Score: Raw -342160.255013 + Penalty 2600.440383 = -339559.814629
  nChanged 11
		SP:Iteration 38Q (107932.190000 sec): 3 clusters
  Score: Raw -342164.129938 + Penalty 2600.440383 = -339563.689555
  nChanged 8
		SP:Iteration 39Q (107932.350000 sec): 3 clusters
  Score: Raw -342168.168134 + Penalty 2600.440383 = -339567.727751
  nChanged 13
		SP:Iteration 40F (107932.530000 sec): 3 clusters
  Score: Raw -342173.593211 + Penalty 2600.440383 = -339573.152828
  nChanged 10
		SP:Iteration 41Q (107932.720000 sec): 3 clusters
  Score: Raw -342176.355472 + Penalty 2600.440383 = -339575.915089
  nChanged 7
		SP:Iteration 42Q (107932.890000 sec): 3 clusters
  Score: Raw -342178.419903 + Penalty 2600.440383 = -339577.979520
  nChanged 5
		SP:Iteration 43Q (107933.070000 sec): 3 clusters
  Score: Raw -342180.326770 + Penalty 2600.440383 = -339579.886386
  nChanged 6
		SP:Iteration 44Q (107933.230000 sec): 3 clusters
  Score: Raw -342182.131888 + Penalty 2600.440383 = -339581.691504
  nChanged 5
		SP:Iteration 45Q (107933.430000 sec): 3 clusters
  Score: Raw -342182.998232 + Penalty 2600.440383 = -339582.557848
  nChanged 3
		SP:Iteration 46Q (107933.620000 sec): 3 clusters
  Score: Raw -342183.302395 + Penalty 2600.440383 = -339582.862012
  nChanged 2
		SP:Iteration 47Q (107933.750000 sec): 3 clusters
  Score: Raw -342183.533819 + Penalty 2600.440383 = -339583.093436
  nChanged 0
		SP:Iteration 48F (107933.930000 sec): 3 clusters
  Score: Raw -342183.533819 + Penalty 2600.440383 = -339583.093436
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 14 (1367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107934.040000 sec): 2 clusters
  Score: Raw -162292.959274 + Penalty 1173.310748 = -161119.648525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107934.190000 sec): 3 clusters
  Score: Raw -161808.164714 + Penalty 2346.621497 = -159461.543217
  nChanged 455
		SP:Iteration 1F (107934.410000 sec): 3 clusters
  Score: Raw -162132.557895 + Penalty 2346.621497 = -159785.936398
  nChanged 108
		SP:Iteration 2F (107934.560000 sec): 3 clusters
  Score: Raw -162204.242649 + Penalty 2346.621497 = -159857.621152
  nChanged 43
		SP:Iteration 3Q (107934.760000 sec): 3 clusters
  Score: Raw -162235.420503 + Penalty 2346.621497 = -159888.799006
  nChanged 36
		SP:Iteration 4Q (107934.900000 sec): 3 clusters
  Score: Raw -162262.429463 + Penalty 2346.621497 = -159915.807966
  nChanged 30
		SP:Iteration 5Q (107935.090000 sec): 3 clusters
  Score: Raw -162288.047809 + Penalty 2346.621497 = -159941.426312
  nChanged 16
		SP:Iteration 6Q (107935.270000 sec): 3 clusters
  Score: Raw -162297.907156 + Penalty 2346.621497 = -159951.285659
  nChanged 8
		SP:Iteration 7Q (107935.480000 sec): 3 clusters
  Score: Raw -162301.721025 + Penalty 2346.621497 = -159955.099528
  nChanged 7
		SP:Iteration 8Q (107935.650000 sec): 3 clusters
  Score: Raw -162305.699686 + Penalty 2346.621497 = -159959.078189
  nChanged 4
		SP:Iteration 9Q (107935.840000 sec): 3 clusters
  Score: Raw -162307.611524 + Penalty 2346.621497 = -159960.990027
  nChanged 4
		SP:Iteration 10Q (107936.060000 sec): 3 clusters
  Score: Raw -162310.776405 + Penalty 2346.621497 = -159964.154908
  nChanged 7
		SP:Iteration 11Q (107936.230000 sec): 3 clusters
  Score: Raw -162315.381986 + Penalty 2346.621497 = -159968.760489
  nChanged 6
		SP:Iteration 12Q (107936.340000 sec): 3 clusters
  Score: Raw -162318.386104 + Penalty 2346.621497 = -159971.764607
  nChanged 4
		SP:Iteration 13Q (107936.530000 sec): 3 clusters
  Score: Raw -162320.902527 + Penalty 2346.621497 = -159974.281031
  nChanged 6
		SP:Iteration 14Q (107936.700000 sec): 3 clusters
  Score: Raw -162325.716477 + Penalty 2346.621497 = -159979.094981
  nChanged 6
		SP:Iteration 15Q (107936.890000 sec): 3 clusters
  Score: Raw -162329.635445 + Penalty 2346.621497 = -159983.013949
  nChanged 7
		SP:Iteration 16Q (107937.070000 sec): 3 clusters
  Score: Raw -162333.450690 + Penalty 2346.621497 = -159986.829193
  nChanged 5
		SP:Iteration 17Q (107937.280000 sec): 3 clusters
  Score: Raw -162337.226064 + Penalty 2346.621497 = -159990.604567
  nChanged 5
		SP:Iteration 18Q (107937.430000 sec): 3 clusters
  Score: Raw -162339.654658 + Penalty 2346.621497 = -159993.033161
  nChanged 8
		SP:Iteration 19Q (107937.650000 sec): 3 clusters
  Score: Raw -162343.242751 + Penalty 2346.621497 = -159996.621254
  nChanged 8
		SP:Iteration 20F (107937.790000 sec): 3 clusters
  Score: Raw -162347.074780 + Penalty 2346.621497 = -160000.453283
  nChanged 7
		SP:Iteration 21Q (107938.020000 sec): 3 clusters
  Score: Raw -162349.637226 + Penalty 2346.621497 = -160003.015729
  nChanged 7
		SP:Iteration 22Q (107938.200000 sec): 3 clusters
  Score: Raw -162356.810523 + Penalty 2346.621497 = -160010.189026
  nChanged 7
		SP:Iteration 23Q (107938.360000 sec): 3 clusters
  Score: Raw -162360.260459 + Penalty 2346.621497 = -160013.638962
  nChanged 7
		SP:Iteration 24Q (107938.560000 sec): 3 clusters
  Score: Raw -162363.513407 + Penalty 2346.621497 = -160016.891910
  nChanged 5
		SP:Iteration 25Q (107938.740000 sec): 3 clusters
  Score: Raw -162367.965381 + Penalty 2346.621497 = -160021.343884
  nChanged 3
		SP:Iteration 26Q (107938.930000 sec): 3 clusters
  Score: Raw -162369.203600 + Penalty 2346.621497 = -160022.582103
  nChanged 2
		SP:Iteration 27Q (107939.110000 sec): 3 clusters
  Score: Raw -162370.713756 + Penalty 2346.621497 = -160024.092259
  nChanged 1
		SP:Iteration 28Q (107939.270000 sec): 3 clusters
  Score: Raw -162371.305907 + Penalty 2346.621497 = -160024.684410
  nChanged 2
		SP:Iteration 29Q (107939.440000 sec): 3 clusters
  Score: Raw -162372.586578 + Penalty 2346.621497 = -160025.965081
  nChanged 3
		SP:Iteration 30Q (107939.620000 sec): 3 clusters
  Score: Raw -162374.057100 + Penalty 2346.621497 = -160027.435603
  nChanged 2
		SP:Iteration 31Q (107939.750000 sec): 3 clusters
  Score: Raw -162375.355167 + Penalty 2346.621497 = -160028.733670
  nChanged 1
		SP:Iteration 32Q (107939.920000 sec): 3 clusters
  Score: Raw -162376.234390 + Penalty 2346.621497 = -160029.612893
  nChanged 2
		SP:Iteration 33Q (107940.140000 sec): 3 clusters
  Score: Raw -162377.683052 + Penalty 2346.621497 = -160031.061555
  nChanged 2
		SP:Iteration 34Q (107940.310000 sec): 3 clusters
  Score: Raw -162378.517602 + Penalty 2346.621497 = -160031.896105
  nChanged 1
		SP:Iteration 35Q (107940.450000 sec): 3 clusters
  Score: Raw -162378.847547 + Penalty 2346.621497 = -160032.226050
  nChanged 0
		SP:Iteration 36F (107940.630000 sec): 3 clusters
  Score: Raw -162378.847547 + Penalty 2346.621497 = -160032.226050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 15 (1154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107940.740000 sec): 2 clusters
  Score: Raw -138703.210882 + Penalty 1145.785785 = -137557.425097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107940.920000 sec): 3 clusters
  Score: Raw -138332.190895 + Penalty 2291.571570 = -136040.619325
  nChanged 333
		SP:Iteration 1F (107941.100000 sec): 3 clusters
  Score: Raw -138608.649142 + Penalty 2291.571570 = -136317.077572
  nChanged 95
		SP:Iteration 2F (107941.300000 sec): 3 clusters
  Score: Raw -138694.042918 + Penalty 2291.571570 = -136402.471348
  nChanged 40
		SP:Iteration 3Q (107941.490000 sec): 3 clusters
  Score: Raw -138726.443971 + Penalty 2291.571570 = -136434.872400
  nChanged 23
		SP:Iteration 4Q (107941.630000 sec): 3 clusters
  Score: Raw -138741.518255 + Penalty 2291.571570 = -136449.946685
  nChanged 15
		SP:Iteration 5Q (107941.820000 sec): 3 clusters
  Score: Raw -138751.978781 + Penalty 2291.571570 = -136460.407210
  nChanged 11
		SP:Iteration 6Q (107942.000000 sec): 3 clusters
  Score: Raw -138760.349630 + Penalty 2291.571570 = -136468.778060
  nChanged 10
		SP:Iteration 7Q (107942.160000 sec): 3 clusters
  Score: Raw -138765.554658 + Penalty 2291.571570 = -136473.983088
  nChanged 8
		SP:Iteration 8Q (107942.350000 sec): 3 clusters
  Score: Raw -138773.769431 + Penalty 2291.571570 = -136482.197861
  nChanged 7
		SP:Iteration 9Q (107942.540000 sec): 3 clusters
  Score: Raw -138777.693785 + Penalty 2291.571570 = -136486.122215
  nChanged 6
		SP:Iteration 10Q (107942.690000 sec): 3 clusters
  Score: Raw -138782.401480 + Penalty 2291.571570 = -136490.829910
  nChanged 5
		SP:Iteration 11Q (107942.860000 sec): 3 clusters
  Score: Raw -138784.844576 + Penalty 2291.571570 = -136493.273006
  nChanged 2
		SP:Iteration 12Q (107943.020000 sec): 3 clusters
  Score: Raw -138785.421761 + Penalty 2291.571570 = -136493.850191
  nChanged 4
		SP:Iteration 13Q (107943.210000 sec): 3 clusters
  Score: Raw -138787.406180 + Penalty 2291.571570 = -136495.834610
  nChanged 6
		SP:Iteration 14Q (107943.390000 sec): 3 clusters
  Score: Raw -138791.750587 + Penalty 2291.571570 = -136500.179017
  nChanged 7
		SP:Iteration 15Q (107943.590000 sec): 3 clusters
  Score: Raw -138797.795217 + Penalty 2291.571570 = -136506.223646
  nChanged 5
		SP:Iteration 16Q (107943.760000 sec): 3 clusters
  Score: Raw -138800.026138 + Penalty 2291.571570 = -136508.454568
  nChanged 6
		SP:Iteration 17Q (107943.930000 sec): 3 clusters
  Score: Raw -138803.194606 + Penalty 2291.571570 = -136511.623036
  nChanged 5
		SP:Iteration 18Q (107944.120000 sec): 3 clusters
  Score: Raw -138807.897944 + Penalty 2291.571570 = -136516.326374
  nChanged 7
		SP:Iteration 19Q (107944.280000 sec): 3 clusters
  Score: Raw -138810.017509 + Penalty 2291.571570 = -136518.445939
  nChanged 1
		SP:Iteration 20F (107944.440000 sec): 3 clusters
  Score: Raw -138811.416463 + Penalty 2291.571570 = -136519.844892
  nChanged 3
		SP:Iteration 21Q (107944.640000 sec): 3 clusters
  Score: Raw -138812.741786 + Penalty 2291.571570 = -136521.170216
  nChanged 4
		SP:Iteration 22Q (107944.860000 sec): 3 clusters
  Score: Raw -138814.558700 + Penalty 2291.571570 = -136522.987130
  nChanged 5
		SP:Iteration 23Q (107944.990000 sec): 3 clusters
  Score: Raw -138817.686000 + Penalty 2291.571570 = -136526.114430
  nChanged 7
		SP:Iteration 24Q (107945.210000 sec): 3 clusters
  Score: Raw -138821.992628 + Penalty 2291.571570 = -136530.421058
  nChanged 10
		SP:Iteration 25Q (107945.370000 sec): 3 clusters
  Score: Raw -138830.309058 + Penalty 2291.571570 = -136538.737488
  nChanged 15
		SP:Iteration 26Q (107945.520000 sec): 3 clusters
  Score: Raw -138846.544787 + Penalty 2291.571570 = -136554.973217
  nChanged 14
		SP:Iteration 27Q (107945.710000 sec): 3 clusters
  Score: Raw -138857.205703 + Penalty 2291.571570 = -136565.634133
  nChanged 12
		SP:Iteration 28Q (107945.850000 sec): 3 clusters
  Score: Raw -138866.919762 + Penalty 2291.571570 = -136575.348192
  nChanged 17
		SP:Iteration 29Q (107946.040000 sec): 3 clusters
  Score: Raw -138881.342690 + Penalty 2291.571570 = -136589.771120
  nChanged 18
		SP:Iteration 30Q (107946.240000 sec): 3 clusters
  Score: Raw -138897.433423 + Penalty 2291.571570 = -136605.861853
  nChanged 19
		SP:Iteration 31Q (107946.430000 sec): 3 clusters
  Score: Raw -138916.757479 + Penalty 2291.571570 = -136625.185909
  nChanged 15
		SP:Iteration 32Q (107946.590000 sec): 3 clusters
  Score: Raw -138930.952775 + Penalty 2291.571570 = -136639.381205
  nChanged 14
		SP:Iteration 33Q (107946.790000 sec): 3 clusters
  Score: Raw -138944.076948 + Penalty 2291.571570 = -136652.505378
  nChanged 13
		SP:Iteration 34Q (107946.930000 sec): 3 clusters
  Score: Raw -138956.266078 + Penalty 2291.571570 = -136664.694508
  nChanged 10
		SP:Iteration 35Q (107947.090000 sec): 3 clusters
  Score: Raw -138967.038689 + Penalty 2291.571570 = -136675.467119
  nChanged 5
		SP:Iteration 36Q (107947.280000 sec): 3 clusters
  Score: Raw -138969.943177 + Penalty 2291.571570 = -136678.371607
  nChanged 5
		SP:Iteration 37Q (107947.450000 sec): 3 clusters
  Score: Raw -138972.922618 + Penalty 2291.571570 = -136681.351047
  nChanged 4
		SP:Iteration 38Q (107947.590000 sec): 3 clusters
  Score: Raw -138977.016539 + Penalty 2291.571570 = -136685.444969
  nChanged 4
		SP:Iteration 39Q (107947.780000 sec): 3 clusters
  Score: Raw -138979.108012 + Penalty 2291.571570 = -136687.536442
  nChanged 5
		SP:Iteration 40F (107947.940000 sec): 3 clusters
  Score: Raw -138984.835791 + Penalty 2291.571570 = -136693.264221
  nChanged 9
		SP:Iteration 41Q (107948.140000 sec): 3 clusters
  Score: Raw -138991.701989 + Penalty 2291.571570 = -136700.130419
  nChanged 6
		SP:Iteration 42Q (107948.320000 sec): 3 clusters
  Score: Raw -139004.202264 + Penalty 2291.571570 = -136712.630694
  nChanged 10
		SP:Iteration 43Q (107948.470000 sec): 3 clusters
  Score: Raw -139017.569506 + Penalty 2291.571570 = -136725.997936
  nChanged 16
		SP:Iteration 44Q (107948.670000 sec): 3 clusters
  Score: Raw -139036.071762 + Penalty 2291.571570 = -136744.500192
  nChanged 13
		SP:Iteration 45Q (107948.820000 sec): 3 clusters
  Score: Raw -139056.736219 + Penalty 2291.571570 = -136765.164648
  nChanged 10
		SP:Iteration 46Q (107948.960000 sec): 3 clusters
  Score: Raw -139066.091414 + Penalty 2291.571570 = -136774.519843
  nChanged 4
		SP:Iteration 47Q (107949.150000 sec): 3 clusters
  Score: Raw -139072.843959 + Penalty 2291.571570 = -136781.272389
  nChanged 3
		SP:Iteration 48Q (107949.280000 sec): 3 clusters
  Score: Raw -139080.969072 + Penalty 2291.571570 = -136789.397502
  nChanged 4
		SP:Iteration 49Q (107949.480000 sec): 3 clusters
  Score: Raw -139088.626563 + Penalty 2291.571570 = -136797.054992
  nChanged 7
		SP:Iteration 50Q (107949.640000 sec): 3 clusters
  Score: Raw -139098.452998 + Penalty 2291.571570 = -136806.881428
  nChanged 8
		SP:Iteration 51Q (107949.840000 sec): 3 clusters
  Score: Raw -139110.108867 + Penalty 2291.571570 = -136818.537297
  nChanged 6
		SP:Iteration 52Q (107950.040000 sec): 3 clusters
  Score: Raw -139116.038706 + Penalty 2291.571570 = -136824.467136
  nChanged 6
		SP:Iteration 53Q (107950.180000 sec): 3 clusters
  Score: Raw -139121.129132 + Penalty 2291.571570 = -136829.557562
  nChanged 2
		SP:Iteration 54Q (107950.370000 sec): 3 clusters
  Score: Raw -139122.840842 + Penalty 2291.571570 = -136831.269272
  nChanged 3
		SP:Iteration 55Q (107950.580000 sec): 3 clusters
  Score: Raw -139124.601843 + Penalty 2291.571570 = -136833.030273
  nChanged 2
		SP:Iteration 56Q (107950.740000 sec): 3 clusters
  Score: Raw -139127.484234 + Penalty 2291.571570 = -136835.912664
  nChanged 2
		SP:Iteration 57Q (107950.960000 sec): 3 clusters
  Score: Raw -139129.225668 + Penalty 2291.571570 = -136837.654097
  nChanged 1
		SP:Iteration 58Q (107951.100000 sec): 3 clusters
  Score: Raw -139129.794603 + Penalty 2291.571570 = -136838.223033
  nChanged 1
		SP:Iteration 59Q (107951.280000 sec): 3 clusters
  Score: Raw -139131.027008 + Penalty 2291.571570 = -136839.455438
  nChanged 0
		SP:Iteration 60F (107951.450000 sec): 3 clusters
  Score: Raw -139131.027008 + Penalty 2291.571570 = -136839.455438
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 16 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107951.570000 sec): 2 clusters
  Score: Raw -22619.713173 + Penalty 872.728680 = -21746.984494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107951.780000 sec): 3 clusters
  Score: Raw -22750.351706 + Penalty 1745.457359 = -21004.894347
  nChanged 30
		SP:Iteration 1F (107951.940000 sec): 3 clusters
  Score: Raw -22855.844255 + Penalty 1745.457359 = -21110.386896
  nChanged 9
		SP:Iteration 2Q (107952.100000 sec): 3 clusters
  Score: Raw -22886.972455 + Penalty 1745.457359 = -21141.515096
  nChanged 4
		SP:Iteration 3Q (107952.280000 sec): 3 clusters
  Score: Raw -22901.708004 + Penalty 1745.457359 = -21156.250645
  nChanged 0
		SP:Iteration 4F (107952.450000 sec): 3 clusters
  Score: Raw -22901.708004 + Penalty 1745.457359 = -21156.250645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 17 (905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107952.550000 sec): 2 clusters
  Score: Raw -103264.831343 + Penalty 1106.289428 = -102158.541914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107952.760000 sec): 3 clusters
  Score: Raw -103072.897326 + Penalty 2212.578857 = -100860.318469
  nChanged 243
		SP:Iteration 1F (107952.900000 sec): 3 clusters
  Score: Raw -103392.439557 + Penalty 2212.578857 = -101179.860700
  nChanged 70
		SP:Iteration 2F (107953.100000 sec): 3 clusters
  Score: Raw -103500.017151 + Penalty 2212.578857 = -101287.438294
  nChanged 31
		SP:Iteration 3Q (107953.290000 sec): 3 clusters
  Score: Raw -103547.746161 + Penalty 2212.578857 = -101335.167305
  nChanged 25
		SP:Iteration 4Q (107953.440000 sec): 3 clusters
  Score: Raw -103588.491699 + Penalty 2212.578857 = -101375.912842
  nChanged 18
		SP:Iteration 5Q (107953.620000 sec): 3 clusters
  Score: Raw -103615.359058 + Penalty 2212.578857 = -101402.780202
  nChanged 20
		SP:Iteration 6Q (107953.770000 sec): 3 clusters
  Score: Raw -103638.551608 + Penalty 2212.578857 = -101425.972751
  nChanged 22
		SP:Iteration 7Q (107953.920000 sec): 3 clusters
  Score: Raw -103662.572268 + Penalty 2212.578857 = -101449.993412
  nChanged 18
		SP:Iteration 8Q (107954.060000 sec): 3 clusters
  Score: Raw -103688.738024 + Penalty 2212.578857 = -101476.159167
  nChanged 18
		SP:Iteration 9Q (107954.210000 sec): 3 clusters
  Score: Raw -103711.425535 + Penalty 2212.578857 = -101498.846678
  nChanged 13
		SP:Iteration 10Q (107954.360000 sec): 3 clusters
  Score: Raw -103748.402491 + Penalty 2212.578857 = -101535.823634
  nChanged 17
		SP:Iteration 11Q (107954.560000 sec): 3 clusters
  Score: Raw -103765.959950 + Penalty 2212.578857 = -101553.381093
  nChanged 14
		SP:Iteration 12Q (107954.710000 sec): 3 clusters
  Score: Raw -103786.024996 + Penalty 2212.578857 = -101573.446139
  nChanged 10
		SP:Iteration 13Q (107954.860000 sec): 3 clusters
  Score: Raw -103794.963279 + Penalty 2212.578857 = -101582.384423
  nChanged 10
		SP:Iteration 14Q (107955.000000 sec): 3 clusters
  Score: Raw -103803.821187 + Penalty 2212.578857 = -101591.242330
  nChanged 13
		SP:Iteration 15Q (107955.150000 sec): 3 clusters
  Score: Raw -103817.121878 + Penalty 2212.578857 = -101604.543021
  nChanged 9
		SP:Iteration 16Q (107955.330000 sec): 3 clusters
  Score: Raw -103826.268025 + Penalty 2212.578857 = -101613.689168
  nChanged 9
		SP:Iteration 17Q (107955.480000 sec): 3 clusters
  Score: Raw -103835.689985 + Penalty 2212.578857 = -101623.111128
  nChanged 10
		SP:Iteration 18Q (107955.680000 sec): 3 clusters
  Score: Raw -103853.669365 + Penalty 2212.578857 = -101641.090508
  nChanged 9
		SP:Iteration 19Q (107955.820000 sec): 3 clusters
  Score: Raw -103864.849649 + Penalty 2212.578857 = -101652.270792
  nChanged 10
		SP:Iteration 20F (107956.020000 sec): 3 clusters
  Score: Raw -103876.390243 + Penalty 2212.578857 = -101663.811387
  nChanged 6
		SP:Iteration 21Q (107956.150000 sec): 3 clusters
  Score: Raw -103884.352118 + Penalty 2212.578857 = -101671.773261
  nChanged 5
		SP:Iteration 22Q (107956.360000 sec): 3 clusters
  Score: Raw -103889.457669 + Penalty 2212.578857 = -101676.878812
  nChanged 2
		SP:Iteration 23Q (107956.510000 sec): 3 clusters
  Score: Raw -103892.213729 + Penalty 2212.578857 = -101679.634872
  nChanged 6
		SP:Iteration 24Q (107956.690000 sec): 3 clusters
  Score: Raw -103902.193079 + Penalty 2212.578857 = -101689.614222
  nChanged 6
		SP:Iteration 25Q (107956.870000 sec): 3 clusters
  Score: Raw -103909.379053 + Penalty 2212.578857 = -101696.800197
  nChanged 5
		SP:Iteration 26Q (107957.030000 sec): 3 clusters
  Score: Raw -103920.118669 + Penalty 2212.578857 = -101707.539812
  nChanged 7
		SP:Iteration 27Q (107957.180000 sec): 3 clusters
  Score: Raw -103932.372448 + Penalty 2212.578857 = -101719.793592
  nChanged 4
		SP:Iteration 28Q (107957.380000 sec): 3 clusters
  Score: Raw -103937.106495 + Penalty 2212.578857 = -101724.527639
  nChanged 3
		SP:Iteration 29Q (107957.550000 sec): 3 clusters
  Score: Raw -103939.961819 + Penalty 2212.578857 = -101727.382962
  nChanged 1
		SP:Iteration 30Q (107957.760000 sec): 3 clusters
  Score: Raw -103940.311866 + Penalty 2212.578857 = -101727.733009
  nChanged 0
		SP:Iteration 31F (107957.920000 sec): 3 clusters
  Score: Raw -103940.311866 + Penalty 2212.578857 = -101727.733009
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 18 (5472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107958.040000 sec): 2 clusters
  Score: Raw -650251.822532 + Penalty 1398.702412 = -648853.120120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107958.240000 sec): 3 clusters
  Score: Raw -647398.038669 + Penalty 2797.404824 = -644600.633844
  nChanged 2278
		SP:Iteration 1F (107958.460000 sec): 3 clusters
  Score: Raw -648770.215675 + Penalty 2797.404824 = -645972.810851
  nChanged 387
		SP:Iteration 2F (107958.660000 sec): 3 clusters
  Score: Raw -649013.159095 + Penalty 2797.404824 = -646215.754270
  nChanged 313
		SP:Iteration 3F (107958.840000 sec): 3 clusters
  Score: Raw -649211.447796 + Penalty 2797.404824 = -646414.042972
  nChanged 270
		SP:Iteration 4Q (107959.050000 sec): 3 clusters
  Score: Raw -649361.182004 + Penalty 2797.404824 = -646563.777179
  nChanged 234
		SP:Iteration 5Q (107959.230000 sec): 3 clusters
  Score: Raw -649483.348966 + Penalty 2797.404824 = -646685.944142
  nChanged 185
		SP:Iteration 6Q (107959.430000 sec): 3 clusters
  Score: Raw -649579.449236 + Penalty 2797.404824 = -646782.044411
  nChanged 157
		SP:Iteration 7Q (107959.610000 sec): 3 clusters
  Score: Raw -649649.100616 + Penalty 2797.404824 = -646851.695792
  nChanged 128
		SP:Iteration 8Q (107959.810000 sec): 3 clusters
  Score: Raw -649708.811195 + Penalty 2797.404824 = -646911.406371
  nChanged 111
		SP:Iteration 9Q (107959.990000 sec): 3 clusters
  Score: Raw -649759.841018 + Penalty 2797.404824 = -646962.436194
  nChanged 102
		SP:Iteration 10Q (107960.190000 sec): 3 clusters
  Score: Raw -649801.962499 + Penalty 2797.404824 = -647004.557675
  nChanged 87
		SP:Iteration 11Q (107960.330000 sec): 3 clusters
  Score: Raw -649834.009104 + Penalty 2797.404824 = -647036.604280
  nChanged 64
		SP:Iteration 12Q (107960.570000 sec): 3 clusters
  Score: Raw -649859.700226 + Penalty 2797.404824 = -647062.295402
  nChanged 69
		SP:Iteration 13Q (107960.770000 sec): 3 clusters
  Score: Raw -649885.764598 + Penalty 2797.404824 = -647088.359774
  nChanged 61
		SP:Iteration 14Q (107960.950000 sec): 3 clusters
  Score: Raw -649909.515302 + Penalty 2797.404824 = -647112.110478
  nChanged 58
		SP:Iteration 15Q (107961.130000 sec): 3 clusters
  Score: Raw -649930.701995 + Penalty 2797.404824 = -647133.297170
  nChanged 59
		SP:Iteration 16Q (107961.320000 sec): 3 clusters
  Score: Raw -649961.027131 + Penalty 2797.404824 = -647163.622307
  nChanged 64
		SP:Iteration 17Q (107961.490000 sec): 3 clusters
  Score: Raw -649988.546552 + Penalty 2797.404824 = -647191.141728
  nChanged 67
		SP:Iteration 18Q (107961.690000 sec): 3 clusters
  Score: Raw -650020.181796 + Penalty 2797.404824 = -647222.776971
  nChanged 73
		SP:Iteration 19Q (107961.880000 sec): 3 clusters
  Score: Raw -650059.759834 + Penalty 2797.404824 = -647262.355010
  nChanged 61
		SP:Iteration 20F (107962.070000 sec): 3 clusters
  Score: Raw -650096.585841 + Penalty 2797.404824 = -647299.181017
  nChanged 55
		SP:Iteration 21Q (107962.240000 sec): 3 clusters
  Score: Raw -650127.975076 + Penalty 2797.404824 = -647330.570252
  nChanged 54
		SP:Iteration 22Q (107962.420000 sec): 3 clusters
  Score: Raw -650161.999102 + Penalty 2797.404824 = -647364.594278
  nChanged 44
		SP:Iteration 23Q (107962.600000 sec): 3 clusters
  Score: Raw -650186.565209 + Penalty 2797.404824 = -647389.160385
  nChanged 43
		SP:Iteration 24Q (107962.790000 sec): 3 clusters
  Score: Raw -650209.780527 + Penalty 2797.404824 = -647412.375703
  nChanged 30
		SP:Iteration 25Q (107962.980000 sec): 3 clusters
  Score: Raw -650227.860408 + Penalty 2797.404824 = -647430.455584
  nChanged 41
		SP:Iteration 26Q (107963.170000 sec): 3 clusters
  Score: Raw -650249.917979 + Penalty 2797.404824 = -647452.513155
  nChanged 27
		SP:Iteration 27Q (107963.360000 sec): 3 clusters
  Score: Raw -650265.085799 + Penalty 2797.404824 = -647467.680975
  nChanged 31
		SP:Iteration 28Q (107963.560000 sec): 3 clusters
  Score: Raw -650282.308952 + Penalty 2797.404824 = -647484.904127
  nChanged 38
		SP:Iteration 29Q (107963.780000 sec): 3 clusters
  Score: Raw -650306.495532 + Penalty 2797.404824 = -647509.090708
  nChanged 33
		SP:Iteration 30Q (107964.000000 sec): 3 clusters
  Score: Raw -650325.195790 + Penalty 2797.404824 = -647527.790965
  nChanged 27
		SP:Iteration 31Q (107964.180000 sec): 3 clusters
  Score: Raw -650343.732705 + Penalty 2797.404824 = -647546.327881
  nChanged 25
		SP:Iteration 32Q (107964.360000 sec): 3 clusters
  Score: Raw -650364.167919 + Penalty 2797.404824 = -647566.763095
  nChanged 26
		SP:Iteration 33Q (107964.580000 sec): 3 clusters
  Score: Raw -650383.787354 + Penalty 2797.404824 = -647586.382529
  nChanged 13
		SP:Iteration 34Q (107964.750000 sec): 3 clusters
  Score: Raw -650392.453803 + Penalty 2797.404824 = -647595.048979
  nChanged 13
		SP:Iteration 35Q (107964.950000 sec): 3 clusters
  Score: Raw -650401.611348 + Penalty 2797.404824 = -647604.206524
  nChanged 16
		SP:Iteration 36Q (107965.130000 sec): 3 clusters
  Score: Raw -650413.315573 + Penalty 2797.404824 = -647615.910748
  nChanged 16
		SP:Iteration 37Q (107965.360000 sec): 3 clusters
  Score: Raw -650422.481186 + Penalty 2797.404824 = -647625.076362
  nChanged 8
		SP:Iteration 38Q (107965.540000 sec): 3 clusters
  Score: Raw -650427.470626 + Penalty 2797.404824 = -647630.065802
  nChanged 9
		SP:Iteration 39Q (107965.760000 sec): 3 clusters
  Score: Raw -650434.160931 + Penalty 2797.404824 = -647636.756107
  nChanged 7
		SP:Iteration 40F (107965.950000 sec): 3 clusters
  Score: Raw -650437.455438 + Penalty 2797.404824 = -647640.050614
  nChanged 8
		SP:Iteration 41Q (107966.170000 sec): 3 clusters
  Score: Raw -650441.593698 + Penalty 2797.404824 = -647644.188874
  nChanged 7
		SP:Iteration 42Q (107966.330000 sec): 3 clusters
  Score: Raw -650445.558138 + Penalty 2797.404824 = -647648.153314
  nChanged 3
		SP:Iteration 43Q (107966.550000 sec): 3 clusters
  Score: Raw -650447.459841 + Penalty 2797.404824 = -647650.055017
  nChanged 5
		SP:Iteration 44Q (107966.780000 sec): 3 clusters
  Score: Raw -650450.094279 + Penalty 2797.404824 = -647652.689455
  nChanged 4
		SP:Iteration 45Q (107966.930000 sec): 3 clusters
  Score: Raw -650451.893307 + Penalty 2797.404824 = -647654.488483
  nChanged 1
		SP:Iteration 46Q (107967.150000 sec): 3 clusters
  Score: Raw -650452.169899 + Penalty 2797.404824 = -647654.765075
  nChanged 2
		SP:Iteration 47Q (107967.330000 sec): 3 clusters
  Score: Raw -650453.267063 + Penalty 2797.404824 = -647655.862238
  nChanged 1
		SP:Iteration 48Q (107967.530000 sec): 3 clusters
  Score: Raw -650454.640701 + Penalty 2797.404824 = -647657.235876
  nChanged 1
		SP:Iteration 49Q (107967.740000 sec): 3 clusters
  Score: Raw -650455.663623 + Penalty 2797.404824 = -647658.258799
  nChanged 2
		SP:Iteration 50Q (107967.940000 sec): 3 clusters
  Score: Raw -650456.747012 + Penalty 2797.404824 = -647659.342188
  nChanged 2
		SP:Iteration 51Q (107968.080000 sec): 3 clusters
  Score: Raw -650457.642919 + Penalty 2797.404824 = -647660.238094
  nChanged 0
		SP:Iteration 52F (107968.270000 sec): 3 clusters
  Score: Raw -650457.642919 + Penalty 2797.404824 = -647660.238094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 19 (5494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107968.430000 sec): 2 clusters
  Score: Raw -665716.068951 + Penalty 1399.354428 = -664316.714522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107968.600000 sec): 3 clusters
  Score: Raw -662799.810195 + Penalty 2798.708857 = -660001.101338
  nChanged 2230
		SP:Iteration 1F (107968.820000 sec): 3 clusters
  Score: Raw -663984.835907 + Penalty 2798.708857 = -661186.127050
  nChanged 355
		SP:Iteration 2F (107969.020000 sec): 3 clusters
  Score: Raw -664149.709795 + Penalty 2798.708857 = -661351.000938
  nChanged 276
		SP:Iteration 3F (107969.260000 sec): 3 clusters
  Score: Raw -664277.861395 + Penalty 2798.708857 = -661479.152538
  nChanged 239
		SP:Iteration 4Q (107969.430000 sec): 3 clusters
  Score: Raw -664400.744414 + Penalty 2798.708857 = -661602.035557
  nChanged 208
		SP:Iteration 5Q (107969.610000 sec): 3 clusters
  Score: Raw -664512.698063 + Penalty 2798.708857 = -661713.989206
  nChanged 249
		SP:Iteration 6Q (107969.790000 sec): 3 clusters
  Score: Raw -664662.748553 + Penalty 2798.708857 = -661864.039696
  nChanged 258
		SP:Iteration 7Q (107969.990000 sec): 3 clusters
  Score: Raw -664816.560876 + Penalty 2798.708857 = -662017.852019
  nChanged 269
		SP:Iteration 8Q (107970.190000 sec): 3 clusters
  Score: Raw -664995.737115 + Penalty 2798.708857 = -662197.028259
  nChanged 279
		SP:Iteration 9F (107970.380000 sec): 3 clusters
  Score: Raw -665200.525679 + Penalty 2798.708857 = -662401.816823
  nChanged 243
		SP:Iteration 10Q (107970.580000 sec): 3 clusters
  Score: Raw -665399.538060 + Penalty 2798.708857 = -662600.829203
  nChanged 254
		SP:Iteration 11Q (107970.770000 sec): 3 clusters
  Score: Raw -665582.614996 + Penalty 2798.708857 = -662783.906139
  nChanged 195
		SP:Iteration 12Q (107970.930000 sec): 3 clusters
  Score: Raw -665693.477279 + Penalty 2798.708857 = -662894.768422
  nChanged 130
		SP:Iteration 13Q (107971.120000 sec): 3 clusters
  Score: Raw -665765.705862 + Penalty 2798.708857 = -662966.997005
  nChanged 108
		SP:Iteration 14Q (107971.360000 sec): 3 clusters
  Score: Raw -665813.362640 + Penalty 2798.708857 = -663014.653783
  nChanged 67
		SP:Iteration 15Q (107971.540000 sec): 3 clusters
  Score: Raw -665836.803401 + Penalty 2798.708857 = -663038.094544
  nChanged 56
		SP:Iteration 16Q (107971.730000 sec): 3 clusters
  Score: Raw -665852.984407 + Penalty 2798.708857 = -663054.275550
  nChanged 31
		SP:Iteration 17Q (107971.930000 sec): 3 clusters
  Score: Raw -665863.279745 + Penalty 2798.708857 = -663064.570888
  nChanged 32
		SP:Iteration 18Q (107972.130000 sec): 3 clusters
  Score: Raw -665874.494885 + Penalty 2798.708857 = -663075.786028
  nChanged 29
		SP:Iteration 19Q (107972.330000 sec): 3 clusters
  Score: Raw -665884.157497 + Penalty 2798.708857 = -663085.448640
  nChanged 26
		SP:Iteration 20F (107972.570000 sec): 3 clusters
  Score: Raw -665892.405814 + Penalty 2798.708857 = -663093.696957
  nChanged 23
		SP:Iteration 21Q (107972.780000 sec): 3 clusters
  Score: Raw -665897.842936 + Penalty 2798.708857 = -663099.134079
  nChanged 13
		SP:Iteration 22Q (107972.960000 sec): 3 clusters
  Score: Raw -665901.098575 + Penalty 2798.708857 = -663102.389719
  nChanged 7
		SP:Iteration 23Q (107973.130000 sec): 3 clusters
  Score: Raw -665902.779630 + Penalty 2798.708857 = -663104.070773
  nChanged 4
		SP:Iteration 24Q (107973.340000 sec): 3 clusters
  Score: Raw -665903.872507 + Penalty 2798.708857 = -663105.163650
  nChanged 3
		SP:Iteration 25Q (107973.570000 sec): 3 clusters
  Score: Raw -665904.781066 + Penalty 2798.708857 = -663106.072209
  nChanged 4
		SP:Iteration 26Q (107973.740000 sec): 3 clusters
  Score: Raw -665906.177970 + Penalty 2798.708857 = -663107.469114
  nChanged 5
		SP:Iteration 27Q (107973.940000 sec): 3 clusters
  Score: Raw -665907.397651 + Penalty 2798.708857 = -663108.688795
  nChanged 8
		SP:Iteration 28Q (107974.150000 sec): 3 clusters
  Score: Raw -665909.270392 + Penalty 2798.708857 = -663110.561536
  nChanged 6
		SP:Iteration 29Q (107974.320000 sec): 3 clusters
  Score: Raw -665911.083108 + Penalty 2798.708857 = -663112.374251
  nChanged 7
		SP:Iteration 30Q (107974.560000 sec): 3 clusters
  Score: Raw -665912.671710 + Penalty 2798.708857 = -663113.962853
  nChanged 6
		SP:Iteration 31Q (107974.770000 sec): 3 clusters
  Score: Raw -665913.960424 + Penalty 2798.708857 = -663115.251567
  nChanged 6
		SP:Iteration 32Q (107974.950000 sec): 3 clusters
  Score: Raw -665915.376446 + Penalty 2798.708857 = -663116.667590
  nChanged 4
		SP:Iteration 33Q (107975.090000 sec): 3 clusters
  Score: Raw -665916.029853 + Penalty 2798.708857 = -663117.320996
  nChanged 2
		SP:Iteration 34Q (107975.260000 sec): 3 clusters
  Score: Raw -665916.426287 + Penalty 2798.708857 = -663117.717431
  nChanged 3
		SP:Iteration 35Q (107975.450000 sec): 3 clusters
  Score: Raw -665917.170499 + Penalty 2798.708857 = -663118.461642
  nChanged 3
		SP:Iteration 36Q (107975.650000 sec): 3 clusters
  Score: Raw -665918.099067 + Penalty 2798.708857 = -663119.390210
  nChanged 8
		SP:Iteration 37Q (107975.830000 sec): 3 clusters
  Score: Raw -665921.383924 + Penalty 2798.708857 = -663122.675067
  nChanged 8
		SP:Iteration 38Q (107975.980000 sec): 3 clusters
  Score: Raw -665923.248242 + Penalty 2798.708857 = -663124.539386
  nChanged 6
		SP:Iteration 39Q (107976.190000 sec): 3 clusters
  Score: Raw -665924.775078 + Penalty 2798.708857 = -663126.066222
  nChanged 6
		SP:Iteration 40F (107976.400000 sec): 3 clusters
  Score: Raw -665926.319172 + Penalty 2798.708857 = -663127.610316
  nChanged 5
		SP:Iteration 41Q (107976.590000 sec): 3 clusters
  Score: Raw -665927.568137 + Penalty 2798.708857 = -663128.859280
  nChanged 4
		SP:Iteration 42Q (107976.820000 sec): 3 clusters
  Score: Raw -665929.211096 + Penalty 2798.708857 = -663130.502239
  nChanged 3
		SP:Iteration 43Q (107977.030000 sec): 3 clusters
  Score: Raw -665929.853686 + Penalty 2798.708857 = -663131.144829
  nChanged 4
		SP:Iteration 44Q (107977.200000 sec): 3 clusters
  Score: Raw -665930.750707 + Penalty 2798.708857 = -663132.041850
  nChanged 3
		SP:Iteration 45Q (107977.380000 sec): 3 clusters
  Score: Raw -665931.245648 + Penalty 2798.708857 = -663132.536792
  nChanged 0
		SP:Iteration 46F (107977.600000 sec): 3 clusters
  Score: Raw -665931.245648 + Penalty 2798.708857 = -663132.536792
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 20 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107977.680000 sec): 2 clusters
  Score: Raw -451450.653108 + Penalty 1343.960328 = -450106.692780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107977.900000 sec): 3 clusters
  Score: Raw -449530.374510 + Penalty 2687.920656 = -446842.453854
  nChanged 1523
		SP:Iteration 1F (107978.070000 sec): 3 clusters
  Score: Raw -450433.137543 + Penalty 2687.920656 = -447745.216888
  nChanged 306
		SP:Iteration 2F (107978.230000 sec): 3 clusters
  Score: Raw -450615.177483 + Penalty 2687.920656 = -447927.256827
  nChanged 199
		SP:Iteration 3F (107978.420000 sec): 3 clusters
  Score: Raw -450729.423601 + Penalty 2687.920656 = -448041.502945
  nChanged 152
		SP:Iteration 4Q (107978.590000 sec): 3 clusters
  Score: Raw -450813.938296 + Penalty 2687.920656 = -448126.017640
  nChanged 144
		SP:Iteration 5Q (107978.790000 sec): 3 clusters
  Score: Raw -450899.527021 + Penalty 2687.920656 = -448211.606365
  nChanged 133
		SP:Iteration 6Q (107978.960000 sec): 3 clusters
  Score: Raw -450966.431371 + Penalty 2687.920656 = -448278.510715
  nChanged 116
		SP:Iteration 7Q (107979.140000 sec): 3 clusters
  Score: Raw -451025.897754 + Penalty 2687.920656 = -448337.977098
  nChanged 132
		SP:Iteration 8Q (107979.300000 sec): 3 clusters
  Score: Raw -451098.993028 + Penalty 2687.920656 = -448411.072372
  nChanged 110
		SP:Iteration 9Q (107979.520000 sec): 3 clusters
  Score: Raw -451169.717590 + Penalty 2687.920656 = -448481.796934
  nChanged 134
		SP:Iteration 10Q (107979.710000 sec): 3 clusters
  Score: Raw -451265.338187 + Penalty 2687.920656 = -448577.417531
  nChanged 147
		SP:Iteration 11Q (107979.910000 sec): 3 clusters
  Score: Raw -451365.501726 + Penalty 2687.920656 = -448677.581070
  nChanged 138
		SP:Iteration 12Q (107980.090000 sec): 3 clusters
  Score: Raw -451474.102088 + Penalty 2687.920656 = -448786.181432
  nChanged 150
		SP:Iteration 13Q (107980.260000 sec): 3 clusters
  Score: Raw -451581.040531 + Penalty 2687.920656 = -448893.119875
  nChanged 127
		SP:Iteration 14Q (107980.460000 sec): 3 clusters
  Score: Raw -451666.345239 + Penalty 2687.920656 = -448978.424583
  nChanged 86
		SP:Iteration 15Q (107980.680000 sec): 3 clusters
  Score: Raw -451727.582412 + Penalty 2687.920656 = -449039.661756
  nChanged 76
		SP:Iteration 16Q (107980.840000 sec): 3 clusters
  Score: Raw -451775.814512 + Penalty 2687.920656 = -449087.893856
  nChanged 69
		SP:Iteration 17Q (107981.000000 sec): 3 clusters
  Score: Raw -451809.893429 + Penalty 2687.920656 = -449121.972773
  nChanged 68
		SP:Iteration 18Q (107981.170000 sec): 3 clusters
  Score: Raw -451843.771821 + Penalty 2687.920656 = -449155.851165
  nChanged 52
		SP:Iteration 19Q (107981.340000 sec): 3 clusters
  Score: Raw -451861.899533 + Penalty 2687.920656 = -449173.978877
  nChanged 30
		SP:Iteration 20F (107981.520000 sec): 3 clusters
  Score: Raw -451873.137009 + Penalty 2687.920656 = -449185.216353
  nChanged 24
		SP:Iteration 21Q (107981.680000 sec): 3 clusters
  Score: Raw -451882.649734 + Penalty 2687.920656 = -449194.729078
  nChanged 16
		SP:Iteration 22Q (107981.880000 sec): 3 clusters
  Score: Raw -451889.596355 + Penalty 2687.920656 = -449201.675700
  nChanged 15
		SP:Iteration 23Q (107982.040000 sec): 3 clusters
  Score: Raw -451894.148015 + Penalty 2687.920656 = -449206.227359
  nChanged 11
		SP:Iteration 24Q (107982.240000 sec): 3 clusters
  Score: Raw -451897.449160 + Penalty 2687.920656 = -449209.528504
  nChanged 10
		SP:Iteration 25Q (107982.400000 sec): 3 clusters
  Score: Raw -451900.093933 + Penalty 2687.920656 = -449212.173277
  nChanged 9
		SP:Iteration 26Q (107982.580000 sec): 3 clusters
  Score: Raw -451902.422363 + Penalty 2687.920656 = -449214.501707
  nChanged 8
		SP:Iteration 27Q (107982.770000 sec): 3 clusters
  Score: Raw -451905.205021 + Penalty 2687.920656 = -449217.284365
  nChanged 7
		SP:Iteration 28Q (107982.970000 sec): 3 clusters
  Score: Raw -451907.361085 + Penalty 2687.920656 = -449219.440429
  nChanged 9
		SP:Iteration 29Q (107983.130000 sec): 3 clusters
  Score: Raw -451909.513712 + Penalty 2687.920656 = -449221.593056
  nChanged 2
		SP:Iteration 30Q (107983.340000 sec): 3 clusters
  Score: Raw -451909.951736 + Penalty 2687.920656 = -449222.031080
  nChanged 2
		SP:Iteration 31Q (107983.520000 sec): 3 clusters
  Score: Raw -451910.461047 + Penalty 2687.920656 = -449222.540391
  nChanged 1
		SP:Iteration 32Q (107983.720000 sec): 3 clusters
  Score: Raw -451910.623338 + Penalty 2687.920656 = -449222.702682
  nChanged 1
		SP:Iteration 33Q (107983.850000 sec): 3 clusters
  Score: Raw -451910.929520 + Penalty 2687.920656 = -449223.008864
  nChanged 1
		SP:Iteration 34Q (107984.030000 sec): 3 clusters
  Score: Raw -451911.126254 + Penalty 2687.920656 = -449223.205598
  nChanged 0
		SP:Iteration 35F (107984.250000 sec): 3 clusters
  Score: Raw -451911.126254 + Penalty 2687.920656 = -449223.205598
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 21 (988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107984.340000 sec): 2 clusters
  Score: Raw -116708.487660 + Penalty 1120.548438 = -115587.939222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107984.490000 sec): 3 clusters
  Score: Raw -116403.041979 + Penalty 2241.096877 = -114161.945102
  nChanged 286
		SP:Iteration 1F (107984.690000 sec): 3 clusters
  Score: Raw -116656.112549 + Penalty 2241.096877 = -114415.015672
  nChanged 74
		SP:Iteration 2F (107984.840000 sec): 3 clusters
  Score: Raw -116735.077560 + Penalty 2241.096877 = -114493.980683
  nChanged 31
		SP:Iteration 3Q (107984.990000 sec): 3 clusters
  Score: Raw -116770.670179 + Penalty 2241.096877 = -114529.573302
  nChanged 26
		SP:Iteration 4Q (107985.220000 sec): 3 clusters
  Score: Raw -116802.558616 + Penalty 2241.096877 = -114561.461739
  nChanged 22
		SP:Iteration 5Q (107985.360000 sec): 3 clusters
  Score: Raw -116825.192644 + Penalty 2241.096877 = -114584.095767
  nChanged 16
		SP:Iteration 6Q (107985.530000 sec): 3 clusters
  Score: Raw -116835.770749 + Penalty 2241.096877 = -114594.673872
  nChanged 13
		SP:Iteration 7Q (107985.750000 sec): 3 clusters
  Score: Raw -116844.785609 + Penalty 2241.096877 = -114603.688733
  nChanged 13
		SP:Iteration 8Q (107985.880000 sec): 3 clusters
  Score: Raw -116857.347525 + Penalty 2241.096877 = -114616.250649
  nChanged 18
		SP:Iteration 9Q (107986.080000 sec): 3 clusters
  Score: Raw -116872.565666 + Penalty 2241.096877 = -114631.468789
  nChanged 18
		SP:Iteration 10Q (107986.290000 sec): 3 clusters
  Score: Raw -116889.806177 + Penalty 2241.096877 = -114648.709300
  nChanged 12
		SP:Iteration 11Q (107986.460000 sec): 3 clusters
  Score: Raw -116904.442371 + Penalty 2241.096877 = -114663.345495
  nChanged 9
		SP:Iteration 12Q (107986.620000 sec): 3 clusters
  Score: Raw -116916.580954 + Penalty 2241.096877 = -114675.484078
  nChanged 9
		SP:Iteration 13Q (107986.800000 sec): 3 clusters
  Score: Raw -116925.425140 + Penalty 2241.096877 = -114684.328264
  nChanged 10
		SP:Iteration 14Q (107986.950000 sec): 3 clusters
  Score: Raw -116933.362223 + Penalty 2241.096877 = -114692.265346
  nChanged 10
		SP:Iteration 15Q (107987.150000 sec): 3 clusters
  Score: Raw -116943.793634 + Penalty 2241.096877 = -114702.696757
  nChanged 14
		SP:Iteration 16Q (107987.330000 sec): 3 clusters
  Score: Raw -116957.531204 + Penalty 2241.096877 = -114716.434328
  nChanged 9
		SP:Iteration 17Q (107987.500000 sec): 3 clusters
  Score: Raw -116968.391931 + Penalty 2241.096877 = -114727.295054
  nChanged 13
		SP:Iteration 18Q (107987.660000 sec): 3 clusters
  Score: Raw -116978.233116 + Penalty 2241.096877 = -114737.136239
  nChanged 12
		SP:Iteration 19Q (107987.820000 sec): 3 clusters
  Score: Raw -116990.116434 + Penalty 2241.096877 = -114749.019557
  nChanged 14
		SP:Iteration 20F (107987.970000 sec): 3 clusters
  Score: Raw -117006.210298 + Penalty 2241.096877 = -114765.113422
  nChanged 8
		SP:Iteration 21Q (107988.190000 sec): 3 clusters
  Score: Raw -117014.682131 + Penalty 2241.096877 = -114773.585254
  nChanged 8
		SP:Iteration 22Q (107988.350000 sec): 3 clusters
  Score: Raw -117027.159147 + Penalty 2241.096877 = -114786.062271
  nChanged 4
		SP:Iteration 23Q (107988.510000 sec): 3 clusters
  Score: Raw -117032.705263 + Penalty 2241.096877 = -114791.608386
  nChanged 6
		SP:Iteration 24Q (107988.700000 sec): 3 clusters
  Score: Raw -117036.793809 + Penalty 2241.096877 = -114795.696932
  nChanged 5
		SP:Iteration 25Q (107988.900000 sec): 3 clusters
  Score: Raw -117043.198887 + Penalty 2241.096877 = -114802.102010
  nChanged 6
		SP:Iteration 26Q (107989.040000 sec): 3 clusters
  Score: Raw -117052.853041 + Penalty 2241.096877 = -114811.756164
  nChanged 9
		SP:Iteration 27Q (107989.250000 sec): 3 clusters
  Score: Raw -117064.202668 + Penalty 2241.096877 = -114823.105792
  nChanged 7
		SP:Iteration 28Q (107989.400000 sec): 3 clusters
  Score: Raw -117071.146867 + Penalty 2241.096877 = -114830.049990
  nChanged 1
		SP:Iteration 29Q (107989.600000 sec): 3 clusters
  Score: Raw -117074.528630 + Penalty 2241.096877 = -114833.431753
  nChanged 0
		SP:Iteration 30F (107989.750000 sec): 3 clusters
  Score: Raw -117074.528630 + Penalty 2241.096877 = -114833.431753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 22 (3648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107989.870000 sec): 2 clusters
  Score: Raw -431547.561801 + Penalty 1332.814332 = -430214.747469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107990.060000 sec): 3 clusters
  Score: Raw -429711.408234 + Penalty 2665.628664 = -427045.779570
  nChanged 1390
		SP:Iteration 1F (107990.280000 sec): 3 clusters
  Score: Raw -430513.397509 + Penalty 2665.628664 = -427847.768845
  nChanged 289
		SP:Iteration 2F (107990.460000 sec): 3 clusters
  Score: Raw -430727.746298 + Penalty 2665.628664 = -428062.117634
  nChanged 215
		SP:Iteration 3F (107990.630000 sec): 3 clusters
  Score: Raw -430909.567998 + Penalty 2665.628664 = -428243.939334
  nChanged 193
		SP:Iteration 4F (107990.800000 sec): 3 clusters
  Score: Raw -431101.813870 + Penalty 2665.628664 = -428436.185206
  nChanged 195
		SP:Iteration 5F (107991.000000 sec): 3 clusters
  Score: Raw -431309.136066 + Penalty 2665.628664 = -428643.507402
  nChanged 194
		SP:Iteration 6F (107991.190000 sec): 3 clusters
  Score: Raw -431543.217452 + Penalty 2665.628664 = -428877.588787
  nChanged 218
		SP:Iteration 7F (107991.420000 sec): 3 clusters
  Score: Raw -431837.247541 + Penalty 2665.628664 = -429171.618877
  nChanged 198
		SP:Iteration 8F (107991.540000 sec): 3 clusters
  Score: Raw -432089.593340 + Penalty 2665.628664 = -429423.964675
  nChanged 173
		SP:Iteration 9Q (107991.760000 sec): 3 clusters
  Score: Raw -432275.634354 + Penalty 2665.628664 = -429610.005689
  nChanged 122
		SP:Iteration 10Q (107991.900000 sec): 3 clusters
  Score: Raw -432391.756084 + Penalty 2665.628664 = -429726.127420
  nChanged 93
		SP:Iteration 11Q (107992.080000 sec): 3 clusters
  Score: Raw -432472.113170 + Penalty 2665.628664 = -429806.484506
  nChanged 73
		SP:Iteration 12Q (107992.280000 sec): 3 clusters
  Score: Raw -432524.652104 + Penalty 2665.628664 = -429859.023440
  nChanged 46
		SP:Iteration 13Q (107992.470000 sec): 3 clusters
  Score: Raw -432550.350063 + Penalty 2665.628664 = -429884.721399
  nChanged 39
		SP:Iteration 14Q (107992.630000 sec): 3 clusters
  Score: Raw -432567.502619 + Penalty 2665.628664 = -429901.873955
  nChanged 20
		SP:Iteration 15Q (107992.800000 sec): 3 clusters
  Score: Raw -432574.789966 + Penalty 2665.628664 = -429909.161302
  nChanged 15
		SP:Iteration 16Q (107993.000000 sec): 3 clusters
  Score: Raw -432581.586989 + Penalty 2665.628664 = -429915.958325
  nChanged 20
		SP:Iteration 17Q (107993.170000 sec): 3 clusters
  Score: Raw -432588.705115 + Penalty 2665.628664 = -429923.076451
  nChanged 13
		SP:Iteration 18Q (107993.370000 sec): 3 clusters
  Score: Raw -432592.706823 + Penalty 2665.628664 = -429927.078159
  nChanged 10
		SP:Iteration 19Q (107993.530000 sec): 3 clusters
  Score: Raw -432596.539568 + Penalty 2665.628664 = -429930.910904
  nChanged 9
		SP:Iteration 20F (107993.720000 sec): 3 clusters
  Score: Raw -432600.500105 + Penalty 2665.628664 = -429934.871441
  nChanged 11
		SP:Iteration 21Q (107993.930000 sec): 3 clusters
  Score: Raw -432603.637384 + Penalty 2665.628664 = -429938.008720
  nChanged 4
		SP:Iteration 22Q (107994.110000 sec): 3 clusters
  Score: Raw -432605.092995 + Penalty 2665.628664 = -429939.464331
  nChanged 10
		SP:Iteration 23Q (107994.310000 sec): 3 clusters
  Score: Raw -432608.425533 + Penalty 2665.628664 = -429942.796869
  nChanged 7
		SP:Iteration 24Q (107994.490000 sec): 3 clusters
  Score: Raw -432610.718461 + Penalty 2665.628664 = -429945.089797
  nChanged 8
		SP:Iteration 25Q (107994.710000 sec): 3 clusters
  Score: Raw -432613.036270 + Penalty 2665.628664 = -429947.407606
  nChanged 3
		SP:Iteration 26Q (107994.900000 sec): 3 clusters
  Score: Raw -432613.820144 + Penalty 2665.628664 = -429948.191480
  nChanged 2
		SP:Iteration 27Q (107995.070000 sec): 3 clusters
  Score: Raw -432614.553271 + Penalty 2665.628664 = -429948.924607
  nChanged 4
		SP:Iteration 28Q (107995.240000 sec): 3 clusters
  Score: Raw -432616.157241 + Penalty 2665.628664 = -429950.528577
  nChanged 6
		SP:Iteration 29Q (107995.410000 sec): 3 clusters
  Score: Raw -432617.951277 + Penalty 2665.628664 = -429952.322613
  nChanged 3
		SP:Iteration 30Q (107995.630000 sec): 3 clusters
  Score: Raw -432618.734060 + Penalty 2665.628664 = -429953.105395
  nChanged 3
		SP:Iteration 31Q (107995.820000 sec): 3 clusters
  Score: Raw -432619.086659 + Penalty 2665.628664 = -429953.457995
  nChanged 1
		SP:Iteration 32Q (107996.000000 sec): 3 clusters
  Score: Raw -432619.447375 + Penalty 2665.628664 = -429953.818711
  nChanged 1
		SP:Iteration 33Q (107996.160000 sec): 3 clusters
  Score: Raw -432619.599532 + Penalty 2665.628664 = -429953.970868
  nChanged 0
		SP:Iteration 34F (107996.340000 sec): 3 clusters
  Score: Raw -432619.599532 + Penalty 2665.628664 = -429953.970868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 23 (153712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (107997.260000 sec): 2 clusters
  Score: Raw -18966851.111663 + Penalty 1940.710850 = -18964910.400813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (107998.100000 sec): 3 clusters
  Score: Raw -18865586.739507 + Penalty 3881.421700 = -18861705.317807
  nChanged 74162
		SP:Iteration 1F (107998.890000 sec): 3 clusters
  Score: Raw -18909087.471102 + Penalty 3881.421700 = -18905206.049401
  nChanged 4950
		SP:Iteration 2Q (107999.720000 sec): 3 clusters
  Score: Raw -18910462.341425 + Penalty 3881.421700 = -18906580.919725
  nChanged 5861
		SP:Iteration 3Q (108000.580000 sec): 3 clusters
  Score: Raw -18912497.435214 + Penalty 3881.421700 = -18908616.013513
  nChanged 6979
		SP:Iteration 4Q (108001.450000 sec): 3 clusters
  Score: Raw -18915663.473751 + Penalty 3881.421700 = -18911782.052051
  nChanged 8314
		SP:Iteration 5F (108002.280000 sec): 3 clusters
  Score: Raw -18920372.009627 + Penalty 3881.421700 = -18916490.587926
  nChanged 9886
		SP:Iteration 6F (108003.130000 sec): 3 clusters
  Score: Raw -18926843.561322 + Penalty 3881.421700 = -18922962.139622
  nChanged 10629
		SP:Iteration 7F (108003.980000 sec): 3 clusters
  Score: Raw -18934959.053759 + Penalty 3881.421700 = -18931077.632059
  nChanged 10479
		SP:Iteration 8F (108004.800000 sec): 3 clusters
  Score: Raw -18943970.940237 + Penalty 3881.421700 = -18940089.518537
  nChanged 8994
		SP:Iteration 9F (108005.670000 sec): 3 clusters
  Score: Raw -18951327.271868 + Penalty 3881.421700 = -18947445.850168
  nChanged 6567
		SP:Iteration 10Q (108006.580000 sec): 3 clusters
  Score: Raw -18955800.289068 + Penalty 3881.421700 = -18951918.867368
  nChanged 4558
		SP:Iteration 11Q (108007.430000 sec): 3 clusters
  Score: Raw -18958614.218278 + Penalty 3881.421700 = -18954732.796578
  nChanged 3579
		SP:Iteration 12Q (108008.290000 sec): 3 clusters
  Score: Raw -18960675.277932 + Penalty 3881.421700 = -18956793.856232
  nChanged 2936
		SP:Iteration 13Q (108009.030000 sec): 3 clusters
  Score: Raw -18962127.173443 + Penalty 3881.421700 = -18958245.751743
  nChanged 2404
		SP:Iteration 14Q (108009.850000 sec): 3 clusters
  Score: Raw -18963169.041840 + Penalty 3881.421700 = -18959287.620140
  nChanged 2083
		SP:Iteration 15Q (108010.710000 sec): 3 clusters
  Score: Raw -18963917.939335 + Penalty 3881.421700 = -18960036.517635
  nChanged 1691
		SP:Iteration 16Q (108011.550000 sec): 3 clusters
  Score: Raw -18964405.939188 + Penalty 3881.421700 = -18960524.517488
  nChanged 1339
		SP:Iteration 17Q (108012.440000 sec): 3 clusters
  Score: Raw -18964746.258855 + Penalty 3881.421700 = -18960864.837155
  nChanged 1132
		SP:Iteration 18Q (108013.250000 sec): 3 clusters
  Score: Raw -18964992.838015 + Penalty 3881.421700 = -18961111.416315
  nChanged 970
		SP:Iteration 19Q (108014.200000 sec): 3 clusters
  Score: Raw -18965175.139330 + Penalty 3881.421700 = -18961293.717630
  nChanged 824
		SP:Iteration 20F (108015.100000 sec): 3 clusters
  Score: Raw -18965316.546948 + Penalty 3881.421700 = -18961435.125248
  nChanged 721
		SP:Iteration 21Q (108016.010000 sec): 3 clusters
  Score: Raw -18965429.670981 + Penalty 3881.421700 = -18961548.249281
  nChanged 665
		SP:Iteration 22Q (108016.820000 sec): 3 clusters
  Score: Raw -18965519.839210 + Penalty 3881.421700 = -18961638.417510
  nChanged 573
		SP:Iteration 23Q (108017.640000 sec): 3 clusters
  Score: Raw -18965583.764871 + Penalty 3881.421700 = -18961702.343170
  nChanged 493
		SP:Iteration 24Q (108018.480000 sec): 3 clusters
  Score: Raw -18965630.260377 + Penalty 3881.421700 = -18961748.838677
  nChanged 450
		SP:Iteration 25Q (108019.350000 sec): 3 clusters
  Score: Raw -18965671.019608 + Penalty 3881.421700 = -18961789.597907
  nChanged 431
		SP:Iteration 26Q (108020.170000 sec): 3 clusters
  Score: Raw -18965704.689774 + Penalty 3881.421700 = -18961823.268073
  nChanged 395
		SP:Iteration 27Q (108020.990000 sec): 3 clusters
  Score: Raw -18965734.989638 + Penalty 3881.421700 = -18961853.567938
  nChanged 391
		SP:Iteration 28Q (108021.800000 sec): 3 clusters
  Score: Raw -18965763.758498 + Penalty 3881.421700 = -18961882.336797
  nChanged 374
		SP:Iteration 29Q (108022.600000 sec): 3 clusters
  Score: Raw -18965789.686086 + Penalty 3881.421700 = -18961908.264385
  nChanged 361
		SP:Iteration 30Q (108023.390000 sec): 3 clusters
  Score: Raw -18965817.831690 + Penalty 3881.421700 = -18961936.409990
  nChanged 390
		SP:Iteration 31Q (108024.160000 sec): 3 clusters
  Score: Raw -18965849.198258 + Penalty 3881.421700 = -18961967.776558
  nChanged 389
		SP:Iteration 32Q (108024.960000 sec): 3 clusters
  Score: Raw -18965881.689898 + Penalty 3881.421700 = -18962000.268198
  nChanged 402
		SP:Iteration 33Q (108025.770000 sec): 3 clusters
  Score: Raw -18965917.148734 + Penalty 3881.421700 = -18962035.727034
  nChanged 414
		SP:Iteration 34Q (108026.580000 sec): 3 clusters
  Score: Raw -18965952.238530 + Penalty 3881.421700 = -18962070.816829
  nChanged 409
		SP:Iteration 35Q (108027.460000 sec): 3 clusters
  Score: Raw -18965987.782502 + Penalty 3881.421700 = -18962106.360802
  nChanged 408
		SP:Iteration 36Q (108028.350000 sec): 3 clusters
  Score: Raw -18966022.255492 + Penalty 3881.421700 = -18962140.833792
  nChanged 373
		SP:Iteration 37Q (108029.280000 sec): 3 clusters
  Score: Raw -18966051.404355 + Penalty 3881.421700 = -18962169.982655
  nChanged 396
		SP:Iteration 38Q (108030.190000 sec): 3 clusters
  Score: Raw -18966084.296303 + Penalty 3881.421700 = -18962202.874602
  nChanged 397
		SP:Iteration 39Q (108031.080000 sec): 3 clusters
  Score: Raw -18966117.817820 + Penalty 3881.421700 = -18962236.396120
  nChanged 388
		SP:Iteration 40F (108031.990000 sec): 3 clusters
  Score: Raw -18966151.351470 + Penalty 3881.421700 = -18962269.929770
  nChanged 397
		SP:Iteration 41Q (108032.810000 sec): 3 clusters
  Score: Raw -18966186.109321 + Penalty 3881.421700 = -18962304.687621
  nChanged 382
		SP:Iteration 42Q (108033.590000 sec): 3 clusters
  Score: Raw -18966218.799245 + Penalty 3881.421700 = -18962337.377545
  nChanged 374
		SP:Iteration 43Q (108034.370000 sec): 3 clusters
  Score: Raw -18966250.148602 + Penalty 3881.421700 = -18962368.726901
  nChanged 370
		SP:Iteration 44Q (108035.260000 sec): 3 clusters
  Score: Raw -18966281.774157 + Penalty 3881.421700 = -18962400.352457
  nChanged 365
		SP:Iteration 45Q (108036.100000 sec): 3 clusters
  Score: Raw -18966312.711836 + Penalty 3881.421700 = -18962431.290136
  nChanged 353
		SP:Iteration 46Q (108036.980000 sec): 3 clusters
  Score: Raw -18966339.760329 + Penalty 3881.421700 = -18962458.338628
  nChanged 334
		SP:Iteration 47Q (108037.860000 sec): 3 clusters
  Score: Raw -18966365.661872 + Penalty 3881.421700 = -18962484.240172
  nChanged 328
		SP:Iteration 48Q (108038.730000 sec): 3 clusters
  Score: Raw -18966391.958680 + Penalty 3881.421700 = -18962510.536980
  nChanged 328
		SP:Iteration 49Q (108039.630000 sec): 3 clusters
  Score: Raw -18966417.038138 + Penalty 3881.421700 = -18962535.616438
  nChanged 316
		SP:Iteration 50Q (108040.630000 sec): 3 clusters
  Score: Raw -18966440.011227 + Penalty 3881.421700 = -18962558.589527
  nChanged 311
		SP:Iteration 51Q (108041.590000 sec): 3 clusters
  Score: Raw -18966461.961503 + Penalty 3881.421700 = -18962580.539803
  nChanged 297
		SP:Iteration 52Q (108042.330000 sec): 3 clusters
  Score: Raw -18966483.369331 + Penalty 3881.421700 = -18962601.947630
  nChanged 287
		SP:Iteration 53Q (108043.040000 sec): 3 clusters
  Score: Raw -18966503.618491 + Penalty 3881.421700 = -18962622.196791
  nChanged 272
		SP:Iteration 54Q (108043.840000 sec): 3 clusters
  Score: Raw -18966522.132107 + Penalty 3881.421700 = -18962640.710407
  nChanged 260
		SP:Iteration 55Q (108044.630000 sec): 3 clusters
  Score: Raw -18966539.239235 + Penalty 3881.421700 = -18962657.817535
  nChanged 257
		SP:Iteration 56Q (108045.540000 sec): 3 clusters
  Score: Raw -18966557.255504 + Penalty 3881.421700 = -18962675.833804
  nChanged 275
		SP:Iteration 57Q (108046.440000 sec): 3 clusters
  Score: Raw -18966577.490770 + Penalty 3881.421700 = -18962696.069070
  nChanged 295
		SP:Iteration 58Q (108047.320000 sec): 3 clusters
  Score: Raw -18966603.800516 + Penalty 3881.421700 = -18962722.378816
  nChanged 331
		SP:Iteration 59Q (108048.180000 sec): 3 clusters
  Score: Raw -18966633.691823 + Penalty 3881.421700 = -18962752.270123
  nChanged 339
		SP:Iteration 60F (108049.090000 sec): 3 clusters
  Score: Raw -18966664.052300 + Penalty 3881.421700 = -18962782.630600
  nChanged 306
		SP:Iteration 61Q (108049.980000 sec): 3 clusters
  Score: Raw -18966689.379190 + Penalty 3881.421700 = -18962807.957490
  nChanged 271
		SP:Iteration 62Q (108050.900000 sec): 3 clusters
  Score: Raw -18966711.191526 + Penalty 3881.421700 = -18962829.769826
  nChanged 272
		SP:Iteration 63Q (108051.780000 sec): 3 clusters
  Score: Raw -18966732.351989 + Penalty 3881.421700 = -18962850.930289
  nChanged 261
		SP:Iteration 64Q (108052.630000 sec): 3 clusters
  Score: Raw -18966752.818953 + Penalty 3881.421700 = -18962871.397253
  nChanged 262
		SP:Iteration 65Q (108053.500000 sec): 3 clusters
  Score: Raw -18966774.273724 + Penalty 3881.421700 = -18962892.852024
  nChanged 260
		SP:Iteration 66Q (108054.350000 sec): 3 clusters
  Score: Raw -18966793.745619 + Penalty 3881.421700 = -18962912.323919
  nChanged 245
		SP:Iteration 67Q (108055.170000 sec): 3 clusters
  Score: Raw -18966813.436331 + Penalty 3881.421700 = -18962932.014631
  nChanged 249
		SP:Iteration 68Q (108056.020000 sec): 3 clusters
  Score: Raw -18966832.183469 + Penalty 3881.421700 = -18962950.761769
  nChanged 244
		SP:Iteration 69Q (108056.930000 sec): 3 clusters
  Score: Raw -18966851.182145 + Penalty 3881.421700 = -18962969.760445
  nChanged 238
		SP:Iteration 70Q (108057.800000 sec): 3 clusters
  Score: Raw -18966868.087341 + Penalty 3881.421700 = -18962986.665641
  nChanged 227
		SP:Iteration 71Q (108058.670000 sec): 3 clusters
  Score: Raw -18966884.818073 + Penalty 3881.421700 = -18963003.396373
  nChanged 228
		SP:Iteration 72Q (108059.560000 sec): 3 clusters
  Score: Raw -18966899.705314 + Penalty 3881.421700 = -18963018.283614
  nChanged 174
		SP:Iteration 73Q (108060.440000 sec): 3 clusters
  Score: Raw -18966909.310621 + Penalty 3881.421700 = -18963027.888920
  nChanged 160
		SP:Iteration 74Q (108061.290000 sec): 3 clusters
  Score: Raw -18966917.865553 + Penalty 3881.421700 = -18963036.443852
  nChanged 154
		SP:Iteration 75Q (108062.090000 sec): 3 clusters
  Score: Raw -18966925.512165 + Penalty 3881.421700 = -18963044.090465
  nChanged 146
		SP:Iteration 76Q (108062.990000 sec): 3 clusters
  Score: Raw -18966933.253539 + Penalty 3881.421700 = -18963051.831839
  nChanged 143
		SP:Iteration 77Q (108063.850000 sec): 3 clusters
  Score: Raw -18966940.496468 + Penalty 3881.421700 = -18963059.074768
  nChanged 141
		SP:Iteration 78Q (108064.710000 sec): 3 clusters
  Score: Raw -18966947.766682 + Penalty 3881.421700 = -18963066.344982
  nChanged 129
		SP:Iteration 79Q (108065.550000 sec): 3 clusters
  Score: Raw -18966954.046053 + Penalty 3881.421700 = -18963072.624353
  nChanged 120
		SP:Iteration 80F (108066.390000 sec): 3 clusters
  Score: Raw -18966959.926707 + Penalty 3881.421700 = -18963078.505007
  nChanged 115
		SP:Iteration 81Q (108067.240000 sec): 3 clusters
  Score: Raw -18966965.119351 + Penalty 3881.421700 = -18963083.697651
  nChanged 89
		SP:Iteration 82Q (108068.120000 sec): 3 clusters
  Score: Raw -18966969.479330 + Penalty 3881.421700 = -18963088.057630
  nChanged 105
		SP:Iteration 83Q (108068.930000 sec): 3 clusters
  Score: Raw -18966974.090797 + Penalty 3881.421700 = -18963092.669096
  nChanged 103
		SP:Iteration 84Q (108069.800000 sec): 3 clusters
  Score: Raw -18966978.687535 + Penalty 3881.421700 = -18963097.265835
  nChanged 105
		SP:Iteration 85Q (108070.750000 sec): 3 clusters
  Score: Raw -18966983.065557 + Penalty 3881.421700 = -18963101.643857
  nChanged 86
		SP:Iteration 86Q (108071.610000 sec): 3 clusters
  Score: Raw -18966986.161580 + Penalty 3881.421700 = -18963104.739880
  nChanged 72
		SP:Iteration 87Q (108072.540000 sec): 3 clusters
  Score: Raw -18966989.134449 + Penalty 3881.421700 = -18963107.712749
  nChanged 84
		SP:Iteration 88Q (108073.440000 sec): 3 clusters
  Score: Raw -18966992.303294 + Penalty 3881.421700 = -18963110.881594
  nChanged 90
		SP:Iteration 89Q (108074.250000 sec): 3 clusters
  Score: Raw -18966996.536061 + Penalty 3881.421700 = -18963115.114361
  nChanged 106
		SP:Iteration 90Q (108075.070000 sec): 3 clusters
  Score: Raw -18967001.454209 + Penalty 3881.421700 = -18963120.032509
  nChanged 104
		SP:Iteration 91Q (108076.000000 sec): 3 clusters
  Score: Raw -18967005.864991 + Penalty 3881.421700 = -18963124.443290
  nChanged 83
		SP:Iteration 92Q (108076.850000 sec): 3 clusters
  Score: Raw -18967008.865322 + Penalty 3881.421700 = -18963127.443622
  nChanged 77
		SP:Iteration 93Q (108077.690000 sec): 3 clusters
  Score: Raw -18967011.601212 + Penalty 3881.421700 = -18963130.179512
  nChanged 80
		SP:Iteration 94Q (108078.530000 sec): 3 clusters
  Score: Raw -18967014.144733 + Penalty 3881.421700 = -18963132.723033
  nChanged 78
		SP:Iteration 95Q (108079.380000 sec): 3 clusters
  Score: Raw -18967016.906461 + Penalty 3881.421700 = -18963135.484761
  nChanged 80
		SP:Iteration 96Q (108080.240000 sec): 3 clusters
  Score: Raw -18967019.581574 + Penalty 3881.421700 = -18963138.159874
  nChanged 82
		SP:Iteration 97Q (108081.040000 sec): 3 clusters
  Score: Raw -18967022.816773 + Penalty 3881.421700 = -18963141.395073
  nChanged 72
		SP:Iteration 98Q (108081.900000 sec): 3 clusters
  Score: Raw -18967025.369993 + Penalty 3881.421700 = -18963143.948293
  nChanged 65
		SP:Iteration 99Q (108082.800000 sec): 3 clusters
  Score: Raw -18967027.519271 + Penalty 3881.421700 = -18963146.097570
  nChanged 67
		SP:Iteration 100F (108083.690000 sec): 3 clusters
  Score: Raw -18967029.899337 + Penalty 3881.421700 = -18963148.477637
  nChanged 70
		SP:Iteration 101Q (108084.680000 sec): 3 clusters
  Score: Raw -18967032.675707 + Penalty 3881.421700 = -18963151.254007
  nChanged 76
		SP:Iteration 102Q (108085.730000 sec): 3 clusters
  Score: Raw -18967035.932300 + Penalty 3881.421700 = -18963154.510600
  nChanged 79
		SP:Iteration 103Q (108086.650000 sec): 3 clusters
  Score: Raw -18967038.880222 + Penalty 3881.421700 = -18963157.458521
  nChanged 68
		SP:Iteration 104Q (108087.540000 sec): 3 clusters
  Score: Raw -18967041.825919 + Penalty 3881.421700 = -18963160.404219
  nChanged 77
		SP:Iteration 105Q (108088.450000 sec): 3 clusters
  Score: Raw -18967045.150284 + Penalty 3881.421700 = -18963163.728584
  nChanged 88
		SP:Iteration 106Q (108089.330000 sec): 3 clusters
  Score: Raw -18967049.750944 + Penalty 3881.421700 = -18963168.329244
  nChanged 87
		SP:Iteration 107Q (108090.250000 sec): 3 clusters
  Score: Raw -18967054.501379 + Penalty 3881.421700 = -18963173.079679
  nChanged 87
		SP:Iteration 108Q (108091.170000 sec): 3 clusters
  Score: Raw -18967059.231158 + Penalty 3881.421700 = -18963177.809458
  nChanged 96
		SP:Iteration 109Q (108092.080000 sec): 3 clusters
  Score: Raw -18967063.360536 + Penalty 3881.421700 = -18963181.938836
  nChanged 72
		SP:Iteration 110Q (108092.930000 sec): 3 clusters
  Score: Raw -18967066.277727 + Penalty 3881.421700 = -18963184.856026
  nChanged 69
		SP:Iteration 111Q (108093.760000 sec): 3 clusters
  Score: Raw -18967069.146638 + Penalty 3881.421700 = -18963187.724938
  nChanged 81
		SP:Iteration 112Q (108094.550000 sec): 3 clusters
  Score: Raw -18967072.432437 + Penalty 3881.421700 = -18963191.010736
  nChanged 90
		SP:Iteration 113Q (108095.430000 sec): 3 clusters
  Score: Raw -18967076.338739 + Penalty 3881.421700 = -18963194.917039
  nChanged 79
		SP:Iteration 114Q (108096.360000 sec): 3 clusters
  Score: Raw -18967079.791232 + Penalty 3881.421700 = -18963198.369531
  nChanged 80
		SP:Iteration 115Q (108097.180000 sec): 3 clusters
  Score: Raw -18967083.427374 + Penalty 3881.421700 = -18963202.005674
  nChanged 88
		SP:Iteration 116Q (108098.010000 sec): 3 clusters
  Score: Raw -18967087.715062 + Penalty 3881.421700 = -18963206.293362
  nChanged 100
		SP:Iteration 117Q (108098.800000 sec): 3 clusters
  Score: Raw -18967093.146709 + Penalty 3881.421700 = -18963211.725009
  nChanged 90
		SP:Iteration 118Q (108099.640000 sec): 3 clusters
  Score: Raw -18967097.403161 + Penalty 3881.421700 = -18963215.981461
  nChanged 107
		SP:Iteration 119Q (108100.510000 sec): 3 clusters
  Score: Raw -18967102.731329 + Penalty 3881.421700 = -18963221.309629
  nChanged 117
		SP:Iteration 120F (108101.360000 sec): 3 clusters
  Score: Raw -18967109.085813 + Penalty 3881.421700 = -18963227.664113
  nChanged 110
		SP:Iteration 121Q (108102.160000 sec): 3 clusters
  Score: Raw -18967115.107366 + Penalty 3881.421700 = -18963233.685665
  nChanged 129
		SP:Iteration 122Q (108103.020000 sec): 3 clusters
  Score: Raw -18967122.994830 + Penalty 3881.421700 = -18963241.573130
  nChanged 126
		SP:Iteration 123Q (108103.910000 sec): 3 clusters
  Score: Raw -18967129.560784 + Penalty 3881.421700 = -18963248.139084
  nChanged 90
		SP:Iteration 124Q (108104.800000 sec): 3 clusters
  Score: Raw -18967133.883818 + Penalty 3881.421700 = -18963252.462117
  nChanged 84
		SP:Iteration 125Q (108105.710000 sec): 3 clusters
  Score: Raw -18967137.721413 + Penalty 3881.421700 = -18963256.299712
  nChanged 95
		SP:Iteration 126Q (108106.590000 sec): 3 clusters
  Score: Raw -18967141.897490 + Penalty 3881.421700 = -18963260.475789
  nChanged 79
		SP:Iteration 127Q (108107.510000 sec): 3 clusters
  Score: Raw -18967145.368639 + Penalty 3881.421700 = -18963263.946939
  nChanged 89
		SP:Iteration 128Q (108108.430000 sec): 3 clusters
  Score: Raw -18967149.236829 + Penalty 3881.421700 = -18963267.815129
  nChanged 84
		SP:Iteration 129Q (108109.240000 sec): 3 clusters
  Score: Raw -18967152.856655 + Penalty 3881.421700 = -18963271.434955
  nChanged 95
		SP:Iteration 130Q (108110.080000 sec): 3 clusters
  Score: Raw -18967157.749460 + Penalty 3881.421700 = -18963276.327760
  nChanged 94
		SP:Iteration 131Q (108110.920000 sec): 3 clusters
  Score: Raw -18967163.103067 + Penalty 3881.421700 = -18963281.681367
  nChanged 102
		SP:Iteration 132Q (108111.800000 sec): 3 clusters
  Score: Raw -18967168.893062 + Penalty 3881.421700 = -18963287.471362
  nChanged 106
		SP:Iteration 133Q (108112.680000 sec): 3 clusters
  Score: Raw -18967174.748569 + Penalty 3881.421700 = -18963293.326868
  nChanged 90
		SP:Iteration 134Q (108113.550000 sec): 3 clusters
  Score: Raw -18967179.782186 + Penalty 3881.421700 = -18963298.360486
  nChanged 97
		SP:Iteration 135Q (108114.320000 sec): 3 clusters
  Score: Raw -18967185.062883 + Penalty 3881.421700 = -18963303.641182
  nChanged 94
		SP:Iteration 136Q (108115.100000 sec): 3 clusters
  Score: Raw -18967190.395504 + Penalty 3881.421700 = -18963308.973804
  nChanged 105
		SP:Iteration 137Q (108115.960000 sec): 3 clusters
  Score: Raw -18967195.537378 + Penalty 3881.421700 = -18963314.115678
  nChanged 108
		SP:Iteration 138Q (108116.750000 sec): 3 clusters
  Score: Raw -18967201.078261 + Penalty 3881.421700 = -18963319.656561
  nChanged 114
		SP:Iteration 139Q (108117.630000 sec): 3 clusters
  Score: Raw -18967207.619136 + Penalty 3881.421700 = -18963326.197436
  nChanged 118
		SP:Iteration 140F (108118.540000 sec): 3 clusters
  Score: Raw -18967214.597114 + Penalty 3881.421700 = -18963333.175414
  nChanged 123
		SP:Iteration 141Q (108119.320000 sec): 3 clusters
  Score: Raw -18967222.345586 + Penalty 3881.421700 = -18963340.923885
  nChanged 129
		SP:Iteration 142Q (108120.140000 sec): 3 clusters
  Score: Raw -18967229.676288 + Penalty 3881.421700 = -18963348.254588
  nChanged 114
		SP:Iteration 143Q (108120.990000 sec): 3 clusters
  Score: Raw -18967237.418828 + Penalty 3881.421700 = -18963355.997128
  nChanged 132
		SP:Iteration 144Q (108121.940000 sec): 3 clusters
  Score: Raw -18967246.457731 + Penalty 3881.421700 = -18963365.036031
  nChanged 142
		SP:Iteration 145Q (108122.720000 sec): 3 clusters
  Score: Raw -18967255.748977 + Penalty 3881.421700 = -18963374.327277
  nChanged 131
		SP:Iteration 146Q (108123.450000 sec): 3 clusters
  Score: Raw -18967263.687886 + Penalty 3881.421700 = -18963382.266186
  nChanged 108
		SP:Iteration 147Q (108124.150000 sec): 3 clusters
  Score: Raw -18967269.881741 + Penalty 3881.421700 = -18963388.460041
  nChanged 124
		SP:Iteration 148Q (108124.860000 sec): 3 clusters
  Score: Raw -18967277.247027 + Penalty 3881.421700 = -18963395.825327
  nChanged 103
		SP:Iteration 149Q (108125.670000 sec): 3 clusters
  Score: Raw -18967282.583907 + Penalty 3881.421700 = -18963401.162207
  nChanged 111
		SP:Iteration 150Q (108126.480000 sec): 3 clusters
  Score: Raw -18967288.814391 + Penalty 3881.421700 = -18963407.392690
  nChanged 101
		SP:Iteration 151Q (108127.330000 sec): 3 clusters
  Score: Raw -18967294.619010 + Penalty 3881.421700 = -18963413.197309
  nChanged 97
		SP:Iteration 152Q (108128.160000 sec): 3 clusters
  Score: Raw -18967299.776759 + Penalty 3881.421700 = -18963418.355059
  nChanged 82
		SP:Iteration 153Q (108129.090000 sec): 3 clusters
  Score: Raw -18967303.769690 + Penalty 3881.421700 = -18963422.347989
  nChanged 69
		SP:Iteration 154Q (108130.040000 sec): 3 clusters
  Score: Raw -18967306.801135 + Penalty 3881.421700 = -18963425.379435
  nChanged 53
		SP:Iteration 155Q (108131.020000 sec): 3 clusters
  Score: Raw -18967309.347480 + Penalty 3881.421700 = -18963427.925780
  nChanged 64
		SP:Iteration 156Q (108131.990000 sec): 3 clusters
  Score: Raw -18967312.951275 + Penalty 3881.421700 = -18963431.529575
  nChanged 65
		SP:Iteration 157Q (108132.970000 sec): 3 clusters
  Score: Raw -18967316.494505 + Penalty 3881.421700 = -18963435.072805
  nChanged 83
		SP:Iteration 158Q (108133.870000 sec): 3 clusters
  Score: Raw -18967321.729596 + Penalty 3881.421700 = -18963440.307896
  nChanged 95
		SP:Iteration 159Q (108134.730000 sec): 3 clusters
  Score: Raw -18967327.226887 + Penalty 3881.421700 = -18963445.805187
  nChanged 87
		SP:Iteration 160F (108135.600000 sec): 3 clusters
  Score: Raw -18967331.892123 + Penalty 3881.421700 = -18963450.470423
  nChanged 77
		SP:Iteration 161Q (108136.490000 sec): 3 clusters
  Score: Raw -18967336.329330 + Penalty 3881.421700 = -18963454.907630
  nChanged 74
		SP:Iteration 162Q (108137.410000 sec): 3 clusters
  Score: Raw -18967340.620879 + Penalty 3881.421700 = -18963459.199179
  nChanged 72
		SP:Iteration 163Q (108138.370000 sec): 3 clusters
  Score: Raw -18967344.110153 + Penalty 3881.421700 = -18963462.688453
  nChanged 66
		SP:Iteration 164Q (108139.260000 sec): 3 clusters
  Score: Raw -18967346.933059 + Penalty 3881.421700 = -18963465.511358
  nChanged 62
		SP:Iteration 165Q (108140.150000 sec): 3 clusters
  Score: Raw -18967350.722755 + Penalty 3881.421700 = -18963469.301055
  nChanged 71
		SP:Iteration 166Q (108140.940000 sec): 3 clusters
  Score: Raw -18967354.136972 + Penalty 3881.421700 = -18963472.715272
  nChanged 61
		SP:Iteration 167Q (108141.750000 sec): 3 clusters
  Score: Raw -18967357.591304 + Penalty 3881.421700 = -18963476.169604
  nChanged 64
		SP:Iteration 168Q (108142.600000 sec): 3 clusters
  Score: Raw -18967361.152385 + Penalty 3881.421700 = -18963479.730685
  nChanged 70
		SP:Iteration 169Q (108143.450000 sec): 3 clusters
  Score: Raw -18967365.197071 + Penalty 3881.421700 = -18963483.775370
  nChanged 60
		SP:Iteration 170Q (108144.400000 sec): 3 clusters
  Score: Raw -18967368.054101 + Penalty 3881.421700 = -18963486.632401
  nChanged 55
		SP:Iteration 171Q (108145.350000 sec): 3 clusters
  Score: Raw -18967370.795446 + Penalty 3881.421700 = -18963489.373746
  nChanged 55
		SP:Iteration 172Q (108146.310000 sec): 3 clusters
  Score: Raw -18967372.943699 + Penalty 3881.421700 = -18963491.521999
  nChanged 46
		SP:Iteration 173Q (108147.220000 sec): 3 clusters
  Score: Raw -18967374.690760 + Penalty 3881.421700 = -18963493.269059
  nChanged 53
		SP:Iteration 174Q (108148.080000 sec): 3 clusters
  Score: Raw -18967377.208884 + Penalty 3881.421700 = -18963495.787184
  nChanged 54
		SP:Iteration 175Q (108148.960000 sec): 3 clusters
  Score: Raw -18967379.616550 + Penalty 3881.421700 = -18963498.194850
  nChanged 45
		SP:Iteration 176Q (108149.910000 sec): 3 clusters
  Score: Raw -18967381.565765 + Penalty 3881.421700 = -18963500.144065
  nChanged 60
		SP:Iteration 177Q (108150.840000 sec): 3 clusters
  Score: Raw -18967384.821466 + Penalty 3881.421700 = -18963503.399766
  nChanged 56
		SP:Iteration 178Q (108151.790000 sec): 3 clusters
  Score: Raw -18967387.859567 + Penalty 3881.421700 = -18963506.437867
  nChanged 41
		SP:Iteration 179Q (108152.630000 sec): 3 clusters
  Score: Raw -18967390.176069 + Penalty 3881.421700 = -18963508.754369
  nChanged 48
		SP:Iteration 180F (108153.490000 sec): 3 clusters
  Score: Raw -18967392.587534 + Penalty 3881.421700 = -18963511.165833
  nChanged 58
		SP:Iteration 181Q (108154.430000 sec): 3 clusters
  Score: Raw -18967395.743534 + Penalty 3881.421700 = -18963514.321833
  nChanged 56
		SP:Iteration 182Q (108155.350000 sec): 3 clusters
  Score: Raw -18967398.638865 + Penalty 3881.421700 = -18963517.217164
  nChanged 54
		SP:Iteration 183Q (108156.280000 sec): 3 clusters
  Score: Raw -18967401.457846 + Penalty 3881.421700 = -18963520.036146
  nChanged 61
		SP:Iteration 184Q (108157.220000 sec): 3 clusters
  Score: Raw -18967404.542789 + Penalty 3881.421700 = -18963523.121088
  nChanged 60
		SP:Iteration 185Q (108158.190000 sec): 3 clusters
  Score: Raw -18967407.758667 + Penalty 3881.421700 = -18963526.336967
  nChanged 44
		SP:Iteration 186Q (108159.100000 sec): 3 clusters
  Score: Raw -18967409.594483 + Penalty 3881.421700 = -18963528.172783
  nChanged 54
		SP:Iteration 187Q (108159.930000 sec): 3 clusters
  Score: Raw -18967411.992546 + Penalty 3881.421700 = -18963530.570846
  nChanged 49
		SP:Iteration 188Q (108160.750000 sec): 3 clusters
  Score: Raw -18967414.094814 + Penalty 3881.421700 = -18963532.673113
  nChanged 45
		SP:Iteration 189Q (108161.620000 sec): 3 clusters
  Score: Raw -18967415.986960 + Penalty 3881.421700 = -18963534.565260
  nChanged 48
		SP:Iteration 190Q (108162.500000 sec): 3 clusters
  Score: Raw -18967418.167203 + Penalty 3881.421700 = -18963536.745503
  nChanged 52
		SP:Iteration 191Q (108163.380000 sec): 3 clusters
  Score: Raw -18967420.987648 + Penalty 3881.421700 = -18963539.565948
  nChanged 57
		SP:Iteration 192Q (108164.240000 sec): 3 clusters
  Score: Raw -18967423.747408 + Penalty 3881.421700 = -18963542.325708
  nChanged 55
		SP:Iteration 193Q (108165.040000 sec): 3 clusters
  Score: Raw -18967426.154686 + Penalty 3881.421700 = -18963544.732985
  nChanged 47
		SP:Iteration 194Q (108165.870000 sec): 3 clusters
  Score: Raw -18967428.033714 + Penalty 3881.421700 = -18963546.612013
  nChanged 37
		SP:Iteration 195Q (108166.700000 sec): 3 clusters
  Score: Raw -18967429.422644 + Penalty 3881.421700 = -18963548.000944
  nChanged 35
		SP:Iteration 196Q (108167.470000 sec): 3 clusters
  Score: Raw -18967430.654544 + Penalty 3881.421700 = -18963549.232844
  nChanged 29
		SP:Iteration 197Q (108168.220000 sec): 3 clusters
  Score: Raw -18967431.904811 + Penalty 3881.421700 = -18963550.483111
  nChanged 32
		SP:Iteration 198Q (108168.970000 sec): 3 clusters
  Score: Raw -18967433.399371 + Penalty 3881.421700 = -18963551.977671
  nChanged 35
		SP:Iteration 199Q (108169.760000 sec): 3 clusters
  Score: Raw -18967434.653606 + Penalty 3881.421700 = -18963553.231905
  nChanged 32
		SP:Iteration 200F (108170.570000 sec): 3 clusters
  Score: Raw -18967435.906215 + Penalty 3881.421700 = -18963554.484515
  nChanged 33
		SP:Iteration 201Q (108171.350000 sec): 3 clusters
  Score: Raw -18967437.090191 + Penalty 3881.421700 = -18963555.668491
  nChanged 22
		SP:Iteration 202Q (108172.100000 sec): 3 clusters
  Score: Raw -18967437.977750 + Penalty 3881.421700 = -18963556.556050
  nChanged 31
		SP:Iteration 203Q (108172.860000 sec): 3 clusters
  Score: Raw -18967439.137966 + Penalty 3881.421700 = -18963557.716266
  nChanged 33
		SP:Iteration 204Q (108173.620000 sec): 3 clusters
  Score: Raw -18967440.431131 + Penalty 3881.421700 = -18963559.009431
  nChanged 35
		SP:Iteration 205Q (108174.500000 sec): 3 clusters
  Score: Raw -18967441.729514 + Penalty 3881.421700 = -18963560.307814
  nChanged 29
		SP:Iteration 206Q (108175.350000 sec): 3 clusters
  Score: Raw -18967442.765852 + Penalty 3881.421700 = -18963561.344151
  nChanged 20
		SP:Iteration 207Q (108176.120000 sec): 3 clusters
  Score: Raw -18967443.511868 + Penalty 3881.421700 = -18963562.090167
  nChanged 15
		SP:Iteration 208Q (108176.920000 sec): 3 clusters
  Score: Raw -18967444.037538 + Penalty 3881.421700 = -18963562.615837
  nChanged 17
		SP:Iteration 209Q (108177.660000 sec): 3 clusters
  Score: Raw -18967444.569599 + Penalty 3881.421700 = -18963563.147899
  nChanged 14
		SP:Iteration 210Q (108178.470000 sec): 3 clusters
  Score: Raw -18967444.961931 + Penalty 3881.421700 = -18963563.540231
  nChanged 14
		SP:Iteration 211Q (108179.330000 sec): 3 clusters
  Score: Raw -18967445.365440 + Penalty 3881.421700 = -18963563.943740
  nChanged 12
		SP:Iteration 212Q (108180.180000 sec): 3 clusters
  Score: Raw -18967445.723711 + Penalty 3881.421700 = -18963564.302011
  nChanged 15
		SP:Iteration 213Q (108181.080000 sec): 3 clusters
  Score: Raw -18967446.260956 + Penalty 3881.421700 = -18963564.839256
  nChanged 12
		SP:Iteration 214Q (108181.960000 sec): 3 clusters
  Score: Raw -18967446.647350 + Penalty 3881.421700 = -18963565.225650
  nChanged 12
		SP:Iteration 215Q (108182.860000 sec): 3 clusters
  Score: Raw -18967447.063682 + Penalty 3881.421700 = -18963565.641982
  nChanged 13
		SP:Iteration 216Q (108183.670000 sec): 3 clusters
  Score: Raw -18967447.645021 + Penalty 3881.421700 = -18963566.223321
  nChanged 18
		SP:Iteration 217Q (108184.520000 sec): 3 clusters
  Score: Raw -18967448.391600 + Penalty 3881.421700 = -18963566.969900
  nChanged 19
		SP:Iteration 218Q (108185.370000 sec): 3 clusters
  Score: Raw -18967449.073398 + Penalty 3881.421700 = -18963567.651698
  nChanged 19
		SP:Iteration 219Q (108186.190000 sec): 3 clusters
  Score: Raw -18967449.785844 + Penalty 3881.421700 = -18963568.364144
  nChanged 13
		SP:Iteration 220F (108187.020000 sec): 3 clusters
  Score: Raw -18967450.085715 + Penalty 3881.421700 = -18963568.664015
  nChanged 5
		SP:Iteration 221Q (108187.810000 sec): 3 clusters
  Score: Raw -18967450.192448 + Penalty 3881.421700 = -18963568.770748
  nChanged 2
		SP:Iteration 222Q (108188.610000 sec): 3 clusters
  Score: Raw -18967450.219064 + Penalty 3881.421700 = -18963568.797364
  nChanged 0
		SP:Iteration 223F (108189.450000 sec): 3 clusters
  Score: Raw -18967450.219064 + Penalty 3881.421700 = -18963568.797364
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 24 (2206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108189.700000 sec): 2 clusters
  Score: Raw -272077.856764 + Penalty 1251.077132 = -270826.779632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108189.910000 sec): 3 clusters
  Score: Raw -271075.718234 + Penalty 2502.154265 = -268573.563969
  nChanged 817
		SP:Iteration 1F (108190.070000 sec): 3 clusters
  Score: Raw -271567.336352 + Penalty 2502.154265 = -269065.182087
  nChanged 176
		SP:Iteration 2F (108190.270000 sec): 3 clusters
  Score: Raw -271682.243612 + Penalty 2502.154265 = -269180.089347
  nChanged 88
		SP:Iteration 3Q (108190.460000 sec): 3 clusters
  Score: Raw -271738.637449 + Penalty 2502.154265 = -269236.483184
  nChanged 73
		SP:Iteration 4Q (108190.680000 sec): 3 clusters
  Score: Raw -271783.259872 + Penalty 2502.154265 = -269281.105607
  nChanged 51
		SP:Iteration 5Q (108190.850000 sec): 3 clusters
  Score: Raw -271811.380040 + Penalty 2502.154265 = -269309.225776
  nChanged 43
		SP:Iteration 6Q (108190.990000 sec): 3 clusters
  Score: Raw -271838.367244 + Penalty 2502.154265 = -269336.212979
  nChanged 53
		SP:Iteration 7Q (108191.170000 sec): 3 clusters
  Score: Raw -271868.716011 + Penalty 2502.154265 = -269366.561746
  nChanged 41
		SP:Iteration 8Q (108191.370000 sec): 3 clusters
  Score: Raw -271891.664392 + Penalty 2502.154265 = -269389.510127
  nChanged 44
		SP:Iteration 9Q (108191.530000 sec): 3 clusters
  Score: Raw -271918.023543 + Penalty 2502.154265 = -269415.869278
  nChanged 46
		SP:Iteration 10Q (108191.730000 sec): 3 clusters
  Score: Raw -271951.122146 + Penalty 2502.154265 = -269448.967881
  nChanged 45
		SP:Iteration 11Q (108191.880000 sec): 3 clusters
  Score: Raw -271982.645818 + Penalty 2502.154265 = -269480.491553
  nChanged 51
		SP:Iteration 12Q (108192.050000 sec): 3 clusters
  Score: Raw -272021.329979 + Penalty 2502.154265 = -269519.175714
  nChanged 37
		SP:Iteration 13Q (108192.260000 sec): 3 clusters
  Score: Raw -272044.586389 + Penalty 2502.154265 = -269542.432124
  nChanged 39
		SP:Iteration 14Q (108192.410000 sec): 3 clusters
  Score: Raw -272069.615237 + Penalty 2502.154265 = -269567.460972
  nChanged 34
		SP:Iteration 15Q (108192.580000 sec): 3 clusters
  Score: Raw -272093.061153 + Penalty 2502.154265 = -269590.906888
  nChanged 28
		SP:Iteration 16Q (108192.780000 sec): 3 clusters
  Score: Raw -272108.330950 + Penalty 2502.154265 = -269606.176685
  nChanged 22
		SP:Iteration 17Q (108192.970000 sec): 3 clusters
  Score: Raw -272119.634881 + Penalty 2502.154265 = -269617.480616
  nChanged 16
		SP:Iteration 18Q (108193.180000 sec): 3 clusters
  Score: Raw -272128.223473 + Penalty 2502.154265 = -269626.069208
  nChanged 13
		SP:Iteration 19Q (108193.340000 sec): 3 clusters
  Score: Raw -272136.915334 + Penalty 2502.154265 = -269634.761069
  nChanged 15
		SP:Iteration 20F (108193.500000 sec): 3 clusters
  Score: Raw -272144.227477 + Penalty 2502.154265 = -269642.073212
  nChanged 12
		SP:Iteration 21Q (108193.680000 sec): 3 clusters
  Score: Raw -272150.097636 + Penalty 2502.154265 = -269647.943371
  nChanged 7
		SP:Iteration 22Q (108193.820000 sec): 3 clusters
  Score: Raw -272155.468595 + Penalty 2502.154265 = -269653.314330
  nChanged 13
		SP:Iteration 23Q (108194.030000 sec): 3 clusters
  Score: Raw -272162.714756 + Penalty 2502.154265 = -269660.560491
  nChanged 14
		SP:Iteration 24Q (108194.220000 sec): 3 clusters
  Score: Raw -272170.065201 + Penalty 2502.154265 = -269667.910936
  nChanged 9
		SP:Iteration 25Q (108194.390000 sec): 3 clusters
  Score: Raw -272176.083542 + Penalty 2502.154265 = -269673.929277
  nChanged 13
		SP:Iteration 26Q (108194.600000 sec): 3 clusters
  Score: Raw -272186.295078 + Penalty 2502.154265 = -269684.140813
  nChanged 13
		SP:Iteration 27Q (108194.740000 sec): 3 clusters
  Score: Raw -272193.884909 + Penalty 2502.154265 = -269691.730644
  nChanged 10
		SP:Iteration 28Q (108194.890000 sec): 3 clusters
  Score: Raw -272201.965479 + Penalty 2502.154265 = -269699.811214
  nChanged 6
		SP:Iteration 29Q (108195.070000 sec): 3 clusters
  Score: Raw -272206.838573 + Penalty 2502.154265 = -269704.684308
  nChanged 6
		SP:Iteration 30Q (108195.260000 sec): 3 clusters
  Score: Raw -272212.544990 + Penalty 2502.154265 = -269710.390725
  nChanged 6
		SP:Iteration 31Q (108195.480000 sec): 3 clusters
  Score: Raw -272217.524297 + Penalty 2502.154265 = -269715.370032
  nChanged 5
		SP:Iteration 32Q (108195.630000 sec): 3 clusters
  Score: Raw -272220.818867 + Penalty 2502.154265 = -269718.664602
  nChanged 3
		SP:Iteration 33Q (108195.790000 sec): 3 clusters
  Score: Raw -272222.491643 + Penalty 2502.154265 = -269720.337378
  nChanged 3
		SP:Iteration 34Q (108195.970000 sec): 3 clusters
  Score: Raw -272224.232485 + Penalty 2502.154265 = -269722.078220
  nChanged 4
		SP:Iteration 35Q (108196.170000 sec): 3 clusters
  Score: Raw -272226.824258 + Penalty 2502.154265 = -269724.669994
  nChanged 2
		SP:Iteration 36Q (108196.340000 sec): 3 clusters
  Score: Raw -272228.996452 + Penalty 2502.154265 = -269726.842187
  nChanged 4
		SP:Iteration 37Q (108196.560000 sec): 3 clusters
  Score: Raw -272230.960215 + Penalty 2502.154265 = -269728.805950
  nChanged 2
		SP:Iteration 38Q (108196.720000 sec): 3 clusters
  Score: Raw -272231.656289 + Penalty 2502.154265 = -269729.502024
  nChanged 0
		SP:Iteration 39F (108196.900000 sec): 3 clusters
  Score: Raw -272231.656289 + Penalty 2502.154265 = -269729.502024
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 25 (1901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108197.000000 sec): 2 clusters
  Score: Raw -208855.524037 + Penalty 1226.896993 = -207628.627044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108197.210000 sec): 3 clusters
  Score: Raw -208088.350531 + Penalty 2453.793986 = -205634.556544
  nChanged 628
		SP:Iteration 1F (108197.340000 sec): 3 clusters
  Score: Raw -208631.404783 + Penalty 2453.793986 = -206177.610797
  nChanged 188
		SP:Iteration 2F (108197.500000 sec): 3 clusters
  Score: Raw -208879.136431 + Penalty 2453.793986 = -206425.342445
  nChanged 136
		SP:Iteration 3F (108197.690000 sec): 3 clusters
  Score: Raw -209038.706000 + Penalty 2453.793986 = -206584.912013
  nChanged 98
		SP:Iteration 4F (108197.890000 sec): 3 clusters
  Score: Raw -209137.578294 + Penalty 2453.793986 = -206683.784308
  nChanged 79
		SP:Iteration 5Q (108198.050000 sec): 3 clusters
  Score: Raw -209215.797166 + Penalty 2453.793986 = -206762.003180
  nChanged 54
		SP:Iteration 6Q (108198.220000 sec): 3 clusters
  Score: Raw -209267.923058 + Penalty 2453.793986 = -206814.129071
  nChanged 51
		SP:Iteration 7Q (108198.370000 sec): 3 clusters
  Score: Raw -209323.603967 + Penalty 2453.793986 = -206869.809981
  nChanged 48
		SP:Iteration 8Q (108198.540000 sec): 3 clusters
  Score: Raw -209371.639495 + Penalty 2453.793986 = -206917.845508
  nChanged 31
		SP:Iteration 9Q (108198.700000 sec): 3 clusters
  Score: Raw -209396.312290 + Penalty 2453.793986 = -206942.518304
  nChanged 20
		SP:Iteration 10Q (108198.900000 sec): 3 clusters
  Score: Raw -209409.363587 + Penalty 2453.793986 = -206955.569601
  nChanged 15
		SP:Iteration 11Q (108199.050000 sec): 3 clusters
  Score: Raw -209419.025788 + Penalty 2453.793986 = -206965.231802
  nChanged 19
		SP:Iteration 12Q (108199.240000 sec): 3 clusters
  Score: Raw -209436.355575 + Penalty 2453.793986 = -206982.561589
  nChanged 19
		SP:Iteration 13Q (108199.390000 sec): 3 clusters
  Score: Raw -209465.666187 + Penalty 2453.793986 = -207011.872201
  nChanged 26
		SP:Iteration 14Q (108199.570000 sec): 3 clusters
  Score: Raw -209492.444253 + Penalty 2453.793986 = -207038.650266
  nChanged 23
		SP:Iteration 15Q (108199.750000 sec): 3 clusters
  Score: Raw -209511.552329 + Penalty 2453.793986 = -207057.758342
  nChanged 12
		SP:Iteration 16Q (108199.930000 sec): 3 clusters
  Score: Raw -209517.839203 + Penalty 2453.793986 = -207064.045216
  nChanged 11
		SP:Iteration 17Q (108200.120000 sec): 3 clusters
  Score: Raw -209523.675819 + Penalty 2453.793986 = -207069.881833
  nChanged 10
		SP:Iteration 18Q (108200.300000 sec): 3 clusters
  Score: Raw -209529.266751 + Penalty 2453.793986 = -207075.472764
  nChanged 6
		SP:Iteration 19Q (108200.480000 sec): 3 clusters
  Score: Raw -209533.886514 + Penalty 2453.793986 = -207080.092528
  nChanged 4
		SP:Iteration 20F (108200.680000 sec): 3 clusters
  Score: Raw -209538.380134 + Penalty 2453.793986 = -207084.586147
  nChanged 4
		SP:Iteration 21Q (108200.850000 sec): 3 clusters
  Score: Raw -209544.297103 + Penalty 2453.793986 = -207090.503117
  nChanged 8
		SP:Iteration 22Q (108201.000000 sec): 3 clusters
  Score: Raw -209551.181098 + Penalty 2453.793986 = -207097.387112
  nChanged 7
		SP:Iteration 23Q (108201.170000 sec): 3 clusters
  Score: Raw -209554.099973 + Penalty 2453.793986 = -207100.305986
  nChanged 1
		SP:Iteration 24Q (108201.370000 sec): 3 clusters
  Score: Raw -209554.491455 + Penalty 2453.793986 = -207100.697468
  nChanged 2
		SP:Iteration 25Q (108201.560000 sec): 3 clusters
  Score: Raw -209555.488613 + Penalty 2453.793986 = -207101.694627
  nChanged 1
		SP:Iteration 26Q (108201.720000 sec): 3 clusters
  Score: Raw -209556.572793 + Penalty 2453.793986 = -207102.778807
  nChanged 1
		SP:Iteration 27Q (108201.900000 sec): 3 clusters
  Score: Raw -209557.266480 + Penalty 2453.793986 = -207103.472494
  nChanged 1
		SP:Iteration 28Q (108202.070000 sec): 3 clusters
  Score: Raw -209558.028248 + Penalty 2453.793986 = -207104.234262
  nChanged 1
		SP:Iteration 29Q (108202.280000 sec): 3 clusters
  Score: Raw -209558.784945 + Penalty 2453.793986 = -207104.990959
  nChanged 4
		SP:Iteration 30Q (108202.430000 sec): 3 clusters
  Score: Raw -209560.770818 + Penalty 2453.793986 = -207106.976832
  nChanged 4
		SP:Iteration 31Q (108202.640000 sec): 3 clusters
  Score: Raw -209563.631101 + Penalty 2453.793986 = -207109.837114
  nChanged 1
		SP:Iteration 32Q (108202.840000 sec): 3 clusters
  Score: Raw -209563.879026 + Penalty 2453.793986 = -207110.085040
  nChanged 1
		SP:Iteration 33Q (108203.010000 sec): 3 clusters
  Score: Raw -209564.273636 + Penalty 2453.793986 = -207110.479649
  nChanged 1
		SP:Iteration 34Q (108203.180000 sec): 3 clusters
  Score: Raw -209564.660820 + Penalty 2453.793986 = -207110.866833
  nChanged 0
		SP:Iteration 35F (108203.330000 sec): 3 clusters
  Score: Raw -209564.660820 + Penalty 2453.793986 = -207110.866833
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 26 (13663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108203.520000 sec): 2 clusters
  Score: Raw -1655400.573765 + Penalty 1547.397593 = -1653853.176172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108203.740000 sec): 3 clusters
  Score: Raw -1647468.348084 + Penalty 3094.795187 = -1644373.552897
  nChanged 6053
		SP:Iteration 1F (108204.010000 sec): 3 clusters
  Score: Raw -1651099.865974 + Penalty 3094.795187 = -1648005.070787
  nChanged 1125
		SP:Iteration 2F (108204.230000 sec): 3 clusters
  Score: Raw -1651937.480240 + Penalty 3094.795187 = -1648842.685054
  nChanged 1100
		SP:Iteration 3F (108204.470000 sec): 3 clusters
  Score: Raw -1652823.350813 + Penalty 3094.795187 = -1649728.555627
  nChanged 1000
		SP:Iteration 4F (108204.690000 sec): 3 clusters
  Score: Raw -1653606.917713 + Penalty 3094.795187 = -1650512.122526
  nChanged 856
		SP:Iteration 5F (108204.920000 sec): 3 clusters
  Score: Raw -1654350.780593 + Penalty 3094.795187 = -1651255.985407
  nChanged 755
		SP:Iteration 6F (108205.130000 sec): 3 clusters
  Score: Raw -1655070.185130 + Penalty 3094.795187 = -1651975.389944
  nChanged 624
		SP:Iteration 7Q (108205.380000 sec): 3 clusters
  Score: Raw -1655581.820869 + Penalty 3094.795187 = -1652487.025683
  nChanged 446
		SP:Iteration 8Q (108205.650000 sec): 3 clusters
  Score: Raw -1655830.853365 + Penalty 3094.795187 = -1652736.058179
  nChanged 282
		SP:Iteration 9Q (108205.890000 sec): 3 clusters
  Score: Raw -1655937.777136 + Penalty 3094.795187 = -1652842.981949
  nChanged 178
		SP:Iteration 10Q (108206.120000 sec): 3 clusters
  Score: Raw -1655992.000800 + Penalty 3094.795187 = -1652897.205613
  nChanged 133
		SP:Iteration 11Q (108206.340000 sec): 3 clusters
  Score: Raw -1656025.392759 + Penalty 3094.795187 = -1652930.597573
  nChanged 97
		SP:Iteration 12Q (108206.590000 sec): 3 clusters
  Score: Raw -1656044.739701 + Penalty 3094.795187 = -1652949.944514
  nChanged 66
		SP:Iteration 13Q (108206.850000 sec): 3 clusters
  Score: Raw -1656054.268002 + Penalty 3094.795187 = -1652959.472815
  nChanged 44
		SP:Iteration 14Q (108207.060000 sec): 3 clusters
  Score: Raw -1656060.202070 + Penalty 3094.795187 = -1652965.406883
  nChanged 37
		SP:Iteration 15Q (108207.310000 sec): 3 clusters
  Score: Raw -1656064.711924 + Penalty 3094.795187 = -1652969.916737
  nChanged 33
		SP:Iteration 16Q (108207.500000 sec): 3 clusters
  Score: Raw -1656068.645113 + Penalty 3094.795187 = -1652973.849926
  nChanged 22
		SP:Iteration 17Q (108207.770000 sec): 3 clusters
  Score: Raw -1656070.871845 + Penalty 3094.795187 = -1652976.076658
  nChanged 20
		SP:Iteration 18Q (108207.970000 sec): 3 clusters
  Score: Raw -1656073.181198 + Penalty 3094.795187 = -1652978.386011
  nChanged 21
		SP:Iteration 19Q (108208.230000 sec): 3 clusters
  Score: Raw -1656075.947603 + Penalty 3094.795187 = -1652981.152416
  nChanged 21
		SP:Iteration 20F (108208.480000 sec): 3 clusters
  Score: Raw -1656078.428891 + Penalty 3094.795187 = -1652983.633704
  nChanged 24
		SP:Iteration 21Q (108208.700000 sec): 3 clusters
  Score: Raw -1656081.599107 + Penalty 3094.795187 = -1652986.803920
  nChanged 26
		SP:Iteration 22Q (108208.970000 sec): 3 clusters
  Score: Raw -1656085.784091 + Penalty 3094.795187 = -1652990.988904
  nChanged 32
		SP:Iteration 23Q (108209.190000 sec): 3 clusters
  Score: Raw -1656090.772990 + Penalty 3094.795187 = -1652995.977804
  nChanged 27
		SP:Iteration 24Q (108209.440000 sec): 3 clusters
  Score: Raw -1656094.976305 + Penalty 3094.795187 = -1653000.181118
  nChanged 23
		SP:Iteration 25Q (108209.670000 sec): 3 clusters
  Score: Raw -1656098.691510 + Penalty 3094.795187 = -1653003.896323
  nChanged 33
		SP:Iteration 26Q (108209.900000 sec): 3 clusters
  Score: Raw -1656103.711246 + Penalty 3094.795187 = -1653008.916060
  nChanged 26
		SP:Iteration 27Q (108210.180000 sec): 3 clusters
  Score: Raw -1656108.065473 + Penalty 3094.795187 = -1653013.270287
  nChanged 35
		SP:Iteration 28Q (108210.400000 sec): 3 clusters
  Score: Raw -1656114.787624 + Penalty 3094.795187 = -1653019.992437
  nChanged 27
		SP:Iteration 29Q (108210.620000 sec): 3 clusters
  Score: Raw -1656120.037280 + Penalty 3094.795187 = -1653025.242093
  nChanged 31
		SP:Iteration 30Q (108210.880000 sec): 3 clusters
  Score: Raw -1656124.125831 + Penalty 3094.795187 = -1653029.330645
  nChanged 26
		SP:Iteration 31Q (108211.120000 sec): 3 clusters
  Score: Raw -1656126.981193 + Penalty 3094.795187 = -1653032.186006
  nChanged 22
		SP:Iteration 32Q (108211.330000 sec): 3 clusters
  Score: Raw -1656128.852286 + Penalty 3094.795187 = -1653034.057099
  nChanged 15
		SP:Iteration 33Q (108211.550000 sec): 3 clusters
  Score: Raw -1656130.430856 + Penalty 3094.795187 = -1653035.635670
  nChanged 12
		SP:Iteration 34Q (108211.790000 sec): 3 clusters
  Score: Raw -1656131.707429 + Penalty 3094.795187 = -1653036.912242
  nChanged 10
		SP:Iteration 35Q (108212.030000 sec): 3 clusters
  Score: Raw -1656132.559660 + Penalty 3094.795187 = -1653037.764473
  nChanged 11
		SP:Iteration 36Q (108212.290000 sec): 3 clusters
  Score: Raw -1656133.800112 + Penalty 3094.795187 = -1653039.004925
  nChanged 11
		SP:Iteration 37Q (108212.520000 sec): 3 clusters
  Score: Raw -1656134.914241 + Penalty 3094.795187 = -1653040.119055
  nChanged 8
		SP:Iteration 38Q (108212.720000 sec): 3 clusters
  Score: Raw -1656135.726779 + Penalty 3094.795187 = -1653040.931592
  nChanged 5
		SP:Iteration 39Q (108212.960000 sec): 3 clusters
  Score: Raw -1656136.004367 + Penalty 3094.795187 = -1653041.209180
  nChanged 4
		SP:Iteration 40F (108213.190000 sec): 3 clusters
  Score: Raw -1656136.255803 + Penalty 3094.795187 = -1653041.460616
  nChanged 5
		SP:Iteration 41Q (108213.430000 sec): 3 clusters
  Score: Raw -1656136.671561 + Penalty 3094.795187 = -1653041.876375
  nChanged 4
		SP:Iteration 42Q (108213.690000 sec): 3 clusters
  Score: Raw -1656137.026211 + Penalty 3094.795187 = -1653042.231024
  nChanged 1
		SP:Iteration 43Q (108213.930000 sec): 3 clusters
  Score: Raw -1656137.065977 + Penalty 3094.795187 = -1653042.270790
  nChanged 0
		SP:Iteration 44F (108214.160000 sec): 3 clusters
  Score: Raw -1656137.065977 + Penalty 3094.795187 = -1653042.270790
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 27 (3198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108214.260000 sec): 2 clusters
  Score: Raw -372733.986021 + Penalty 1311.420645 = -371422.565375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108214.470000 sec): 3 clusters
  Score: Raw -371166.389121 + Penalty 2622.841290 = -368543.547831
  nChanged 1208
		SP:Iteration 1F (108214.610000 sec): 3 clusters
  Score: Raw -371889.828655 + Penalty 2622.841290 = -369266.987365
  nChanged 270
		SP:Iteration 2F (108214.790000 sec): 3 clusters
  Score: Raw -372176.160612 + Penalty 2622.841290 = -369553.319321
  nChanged 228
		SP:Iteration 3F (108215.010000 sec): 3 clusters
  Score: Raw -372506.857754 + Penalty 2622.841290 = -369884.016463
  nChanged 209
		SP:Iteration 4F (108215.180000 sec): 3 clusters
  Score: Raw -372747.185526 + Penalty 2622.841290 = -370124.344235
  nChanged 180
		SP:Iteration 5F (108215.350000 sec): 3 clusters
  Score: Raw -372924.456673 + Penalty 2622.841290 = -370301.615382
  nChanged 178
		SP:Iteration 6F (108215.520000 sec): 3 clusters
  Score: Raw -373119.511831 + Penalty 2622.841290 = -370496.670540
  nChanged 162
		SP:Iteration 7F (108215.750000 sec): 3 clusters
  Score: Raw -373263.384954 + Penalty 2622.841290 = -370640.543663
  nChanged 144
		SP:Iteration 8Q (108215.920000 sec): 3 clusters
  Score: Raw -373372.554487 + Penalty 2622.841290 = -370749.713196
  nChanged 102
		SP:Iteration 9Q (108216.090000 sec): 3 clusters
  Score: Raw -373457.692048 + Penalty 2622.841290 = -370834.850758
  nChanged 100
		SP:Iteration 10Q (108216.250000 sec): 3 clusters
  Score: Raw -373562.768406 + Penalty 2622.841290 = -370939.927116
  nChanged 100
		SP:Iteration 11Q (108216.470000 sec): 3 clusters
  Score: Raw -373644.605819 + Penalty 2622.841290 = -371021.764529
  nChanged 85
		SP:Iteration 12Q (108216.630000 sec): 3 clusters
  Score: Raw -373709.524184 + Penalty 2622.841290 = -371086.682894
  nChanged 55
		SP:Iteration 13Q (108216.870000 sec): 3 clusters
  Score: Raw -373748.547915 + Penalty 2622.841290 = -371125.706624
  nChanged 35
		SP:Iteration 14Q (108217.040000 sec): 3 clusters
  Score: Raw -373774.209476 + Penalty 2622.841290 = -371151.368185
  nChanged 34
		SP:Iteration 15Q (108217.250000 sec): 3 clusters
  Score: Raw -373800.853870 + Penalty 2622.841290 = -371178.012579
  nChanged 25
		SP:Iteration 16Q (108217.430000 sec): 3 clusters
  Score: Raw -373815.634654 + Penalty 2622.841290 = -371192.793363
  nChanged 23
		SP:Iteration 17Q (108217.590000 sec): 3 clusters
  Score: Raw -373833.246010 + Penalty 2622.841290 = -371210.404720
  nChanged 30
		SP:Iteration 18Q (108217.750000 sec): 3 clusters
  Score: Raw -373866.765846 + Penalty 2622.841290 = -371243.924556
  nChanged 33
		SP:Iteration 19Q (108217.980000 sec): 3 clusters
  Score: Raw -373891.758037 + Penalty 2622.841290 = -371268.916747
  nChanged 29
		SP:Iteration 20F (108218.140000 sec): 3 clusters
  Score: Raw -373907.120250 + Penalty 2622.841290 = -371284.278959
  nChanged 23
		SP:Iteration 21Q (108218.310000 sec): 3 clusters
  Score: Raw -373917.963261 + Penalty 2622.841290 = -371295.121970
  nChanged 13
		SP:Iteration 22Q (108218.470000 sec): 3 clusters
  Score: Raw -373922.498838 + Penalty 2622.841290 = -371299.657547
  nChanged 6
		SP:Iteration 23Q (108218.610000 sec): 3 clusters
  Score: Raw -373926.102666 + Penalty 2622.841290 = -371303.261376
  nChanged 8
		SP:Iteration 24Q (108218.790000 sec): 3 clusters
  Score: Raw -373929.762204 + Penalty 2622.841290 = -371306.920914
  nChanged 9
		SP:Iteration 25Q (108219.000000 sec): 3 clusters
  Score: Raw -373933.797249 + Penalty 2622.841290 = -371310.955958
  nChanged 7
		SP:Iteration 26Q (108219.150000 sec): 3 clusters
  Score: Raw -373937.648483 + Penalty 2622.841290 = -371314.807193
  nChanged 7
		SP:Iteration 27Q (108219.380000 sec): 3 clusters
  Score: Raw -373939.584661 + Penalty 2622.841290 = -371316.743371
  nChanged 6
		SP:Iteration 28Q (108219.540000 sec): 3 clusters
  Score: Raw -373941.501616 + Penalty 2622.841290 = -371318.660325
  nChanged 5
		SP:Iteration 29Q (108219.720000 sec): 3 clusters
  Score: Raw -373944.497052 + Penalty 2622.841290 = -371321.655761
  nChanged 3
		SP:Iteration 30Q (108219.930000 sec): 3 clusters
  Score: Raw -373945.234799 + Penalty 2622.841290 = -371322.393508
  nChanged 3
		SP:Iteration 31Q (108220.080000 sec): 3 clusters
  Score: Raw -373945.901649 + Penalty 2622.841290 = -371323.060358
  nChanged 2
		SP:Iteration 32Q (108220.290000 sec): 3 clusters
  Score: Raw -373946.873867 + Penalty 2622.841290 = -371324.032576
  nChanged 1
		SP:Iteration 33Q (108220.450000 sec): 3 clusters
  Score: Raw -373947.315258 + Penalty 2622.841290 = -371324.473968
  nChanged 0
		SP:Iteration 34F (108220.620000 sec): 3 clusters
  Score: Raw -373947.315258 + Penalty 2622.841290 = -371324.473968
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 28 (2001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108220.770000 sec): 2 clusters
  Score: Raw -230169.685234 + Penalty 1235.227879 = -228934.457354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108220.940000 sec): 3 clusters
  Score: Raw -229320.483746 + Penalty 2470.455759 = -226850.027987
  nChanged 708
		SP:Iteration 1F (108221.110000 sec): 3 clusters
  Score: Raw -229923.928644 + Penalty 2470.455759 = -227453.472885
  nChanged 193
		SP:Iteration 2F (108221.280000 sec): 3 clusters
  Score: Raw -230201.371623 + Penalty 2470.455759 = -227730.915865
  nChanged 169
		SP:Iteration 3F (108221.490000 sec): 3 clusters
  Score: Raw -230428.154006 + Penalty 2470.455759 = -227957.698247
  nChanged 125
		SP:Iteration 4F (108221.650000 sec): 3 clusters
  Score: Raw -230612.808709 + Penalty 2470.455759 = -228142.352951
  nChanged 106
		SP:Iteration 5F (108221.830000 sec): 3 clusters
  Score: Raw -230767.346020 + Penalty 2470.455759 = -228296.890261
  nChanged 93
		SP:Iteration 6Q (108222.000000 sec): 3 clusters
  Score: Raw -230889.038394 + Penalty 2470.455759 = -228418.582636
  nChanged 67
		SP:Iteration 7Q (108222.200000 sec): 3 clusters
  Score: Raw -230970.068345 + Penalty 2470.455759 = -228499.612586
  nChanged 48
		SP:Iteration 8Q (108222.330000 sec): 3 clusters
  Score: Raw -231015.199549 + Penalty 2470.455759 = -228544.743791
  nChanged 30
		SP:Iteration 9Q (108222.520000 sec): 3 clusters
  Score: Raw -231041.243095 + Penalty 2470.455759 = -228570.787336
  nChanged 23
		SP:Iteration 10Q (108222.680000 sec): 3 clusters
  Score: Raw -231058.720778 + Penalty 2470.455759 = -228588.265019
  nChanged 20
		SP:Iteration 11Q (108222.890000 sec): 3 clusters
  Score: Raw -231078.215983 + Penalty 2470.455759 = -228607.760225
  nChanged 13
		SP:Iteration 12Q (108223.060000 sec): 3 clusters
  Score: Raw -231088.546848 + Penalty 2470.455759 = -228618.091090
  nChanged 11
		SP:Iteration 13Q (108223.260000 sec): 3 clusters
  Score: Raw -231098.217076 + Penalty 2470.455759 = -228627.761317
  nChanged 7
		SP:Iteration 14Q (108223.400000 sec): 3 clusters
  Score: Raw -231102.251631 + Penalty 2470.455759 = -228631.795872
  nChanged 5
		SP:Iteration 15Q (108223.610000 sec): 3 clusters
  Score: Raw -231104.911764 + Penalty 2470.455759 = -228634.456005
  nChanged 4
		SP:Iteration 16Q (108223.790000 sec): 3 clusters
  Score: Raw -231106.355764 + Penalty 2470.455759 = -228635.900005
  nChanged 3
		SP:Iteration 17Q (108223.980000 sec): 3 clusters
  Score: Raw -231106.894767 + Penalty 2470.455759 = -228636.439008
  nChanged 0
		SP:Iteration 18F (108224.170000 sec): 3 clusters
  Score: Raw -231106.894767 + Penalty 2470.455759 = -228636.439008
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 29 (49988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108224.550000 sec): 2 clusters
  Score: Raw -5811403.249235 + Penalty 1758.174967 = -5809645.074269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108225.020000 sec): 3 clusters
  Score: Raw -5779743.800077 + Penalty 3516.349933 = -5776227.450144
  nChanged 23521
		SP:Iteration 1F (108225.430000 sec): 3 clusters
  Score: Raw -5793468.534187 + Penalty 3516.349933 = -5789952.184254
  nChanged 2672
		SP:Iteration 2F (108225.860000 sec): 3 clusters
  Score: Raw -5794723.184316 + Penalty 3516.349933 = -5791206.834383
  nChanged 2969
		SP:Iteration 3F (108226.290000 sec): 3 clusters
  Score: Raw -5796439.430667 + Penalty 3516.349933 = -5792923.080734
  nChanged 3345
		SP:Iteration 4F (108226.700000 sec): 3 clusters
  Score: Raw -5798585.494798 + Penalty 3516.349933 = -5795069.144865
  nChanged 3493
		SP:Iteration 5F (108227.120000 sec): 3 clusters
  Score: Raw -5800982.988109 + Penalty 3516.349933 = -5797466.638176
  nChanged 3354
		SP:Iteration 6F (108227.580000 sec): 3 clusters
  Score: Raw -5803213.401000 + Penalty 3516.349933 = -5799697.051067
  nChanged 2896
		SP:Iteration 7F (108228.020000 sec): 3 clusters
  Score: Raw -5804959.599963 + Penalty 3516.349933 = -5801443.250030
  nChanged 2247
		SP:Iteration 8Q (108228.440000 sec): 3 clusters
  Score: Raw -5806195.612126 + Penalty 3516.349933 = -5802679.262193
  nChanged 1867
		SP:Iteration 9Q (108228.880000 sec): 3 clusters
  Score: Raw -5807150.450156 + Penalty 3516.349933 = -5803634.100223
  nChanged 1536
		SP:Iteration 10Q (108229.320000 sec): 3 clusters
  Score: Raw -5807905.729530 + Penalty 3516.349933 = -5804389.379597
  nChanged 1357
		SP:Iteration 11Q (108229.720000 sec): 3 clusters
  Score: Raw -5808562.372408 + Penalty 3516.349933 = -5805046.022475
  nChanged 1314
		SP:Iteration 12Q (108230.180000 sec): 3 clusters
  Score: Raw -5809211.254311 + Penalty 3516.349933 = -5805694.904378
  nChanged 1190
		SP:Iteration 13Q (108230.630000 sec): 3 clusters
  Score: Raw -5809810.189620 + Penalty 3516.349933 = -5806293.839687
  nChanged 1070
		SP:Iteration 14Q (108231.060000 sec): 3 clusters
  Score: Raw -5810353.211708 + Penalty 3516.349933 = -5806836.861775
  nChanged 959
		SP:Iteration 15Q (108231.500000 sec): 3 clusters
  Score: Raw -5810823.524952 + Penalty 3516.349933 = -5807307.175019
  nChanged 787
		SP:Iteration 16Q (108231.880000 sec): 3 clusters
  Score: Raw -5811217.801258 + Penalty 3516.349933 = -5807701.451325
  nChanged 635
		SP:Iteration 17Q (108232.300000 sec): 3 clusters
  Score: Raw -5811535.980035 + Penalty 3516.349933 = -5808019.630102
  nChanged 477
		SP:Iteration 18Q (108232.710000 sec): 3 clusters
  Score: Raw -5811752.516198 + Penalty 3516.349933 = -5808236.166265
  nChanged 379
		SP:Iteration 19Q (108233.130000 sec): 3 clusters
  Score: Raw -5811922.478196 + Penalty 3516.349933 = -5808406.128263
  nChanged 284
		SP:Iteration 20F (108233.540000 sec): 3 clusters
  Score: Raw -5812041.412024 + Penalty 3516.349933 = -5808525.062091
  nChanged 185
		SP:Iteration 21Q (108233.920000 sec): 3 clusters
  Score: Raw -5812116.266509 + Penalty 3516.349933 = -5808599.916576
  nChanged 148
		SP:Iteration 22Q (108234.310000 sec): 3 clusters
  Score: Raw -5812175.186103 + Penalty 3516.349933 = -5808658.836170
  nChanged 109
		SP:Iteration 23Q (108234.750000 sec): 3 clusters
  Score: Raw -5812222.439622 + Penalty 3516.349933 = -5808706.089689
  nChanged 89
		SP:Iteration 24Q (108235.190000 sec): 3 clusters
  Score: Raw -5812267.102464 + Penalty 3516.349933 = -5808750.752531
  nChanged 63
		SP:Iteration 25Q (108235.610000 sec): 3 clusters
  Score: Raw -5812309.895748 + Penalty 3516.349933 = -5808793.545815
  nChanged 61
		SP:Iteration 26Q (108235.990000 sec): 3 clusters
  Score: Raw -5812337.079443 + Penalty 3516.349933 = -5808820.729510
  nChanged 50
		SP:Iteration 27Q (108236.370000 sec): 3 clusters
  Score: Raw -5812358.099179 + Penalty 3516.349933 = -5808841.749246
  nChanged 40
		SP:Iteration 28Q (108236.760000 sec): 3 clusters
  Score: Raw -5812380.300845 + Penalty 3516.349933 = -5808863.950912
  nChanged 43
		SP:Iteration 29Q (108237.190000 sec): 3 clusters
  Score: Raw -5812405.224686 + Penalty 3516.349933 = -5808888.874753
  nChanged 38
		SP:Iteration 30Q (108237.580000 sec): 3 clusters
  Score: Raw -5812425.247714 + Penalty 3516.349933 = -5808908.897781
  nChanged 35
		SP:Iteration 31Q (108237.960000 sec): 3 clusters
  Score: Raw -5812443.089492 + Penalty 3516.349933 = -5808926.739559
  nChanged 35
		SP:Iteration 32Q (108238.360000 sec): 3 clusters
  Score: Raw -5812462.825323 + Penalty 3516.349933 = -5808946.475390
  nChanged 39
		SP:Iteration 33Q (108238.760000 sec): 3 clusters
  Score: Raw -5812483.938207 + Penalty 3516.349933 = -5808967.588274
  nChanged 37
		SP:Iteration 34Q (108239.140000 sec): 3 clusters
  Score: Raw -5812505.013318 + Penalty 3516.349933 = -5808988.663385
  nChanged 35
		SP:Iteration 35Q (108239.530000 sec): 3 clusters
  Score: Raw -5812522.987143 + Penalty 3516.349933 = -5809006.637210
  nChanged 35
		SP:Iteration 36Q (108239.910000 sec): 3 clusters
  Score: Raw -5812540.335589 + Penalty 3516.349933 = -5809023.985656
  nChanged 31
		SP:Iteration 37Q (108240.330000 sec): 3 clusters
  Score: Raw -5812552.756717 + Penalty 3516.349933 = -5809036.406784
  nChanged 23
		SP:Iteration 38Q (108240.710000 sec): 3 clusters
  Score: Raw -5812560.449691 + Penalty 3516.349933 = -5809044.099758
  nChanged 18
		SP:Iteration 39Q (108241.100000 sec): 3 clusters
  Score: Raw -5812566.455179 + Penalty 3516.349933 = -5809050.105246
  nChanged 19
		SP:Iteration 40F (108241.530000 sec): 3 clusters
  Score: Raw -5812572.330094 + Penalty 3516.349933 = -5809055.980161
  nChanged 13
		SP:Iteration 41Q (108241.940000 sec): 3 clusters
  Score: Raw -5812576.281816 + Penalty 3516.349933 = -5809059.931883
  nChanged 8
		SP:Iteration 42Q (108242.350000 sec): 3 clusters
  Score: Raw -5812577.961643 + Penalty 3516.349933 = -5809061.611710
  nChanged 2
		SP:Iteration 43Q (108242.770000 sec): 3 clusters
  Score: Raw -5812578.590798 + Penalty 3516.349933 = -5809062.240865
  nChanged 3
		SP:Iteration 44Q (108243.170000 sec): 3 clusters
  Score: Raw -5812579.263940 + Penalty 3516.349933 = -5809062.914007
  nChanged 3
		SP:Iteration 45Q (108243.530000 sec): 3 clusters
  Score: Raw -5812580.198240 + Penalty 3516.349933 = -5809063.848307
  nChanged 4
		SP:Iteration 46Q (108243.880000 sec): 3 clusters
  Score: Raw -5812581.690822 + Penalty 3516.349933 = -5809065.340889
  nChanged 4
		SP:Iteration 47Q (108244.260000 sec): 3 clusters
  Score: Raw -5812582.484033 + Penalty 3516.349933 = -5809066.134100
  nChanged 1
		SP:Iteration 48Q (108244.640000 sec): 3 clusters
  Score: Raw -5812582.911571 + Penalty 3516.349933 = -5809066.561638
  nChanged 1
		SP:Iteration 49Q (108245.010000 sec): 3 clusters
  Score: Raw -5812583.000418 + Penalty 3516.349933 = -5809066.650485
  nChanged 0
		SP:Iteration 50F (108245.420000 sec): 3 clusters
  Score: Raw -5812583.000418 + Penalty 3516.349933 = -5809066.650485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 30 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108245.540000 sec): 2 clusters
  Score: Raw -281664.869078 + Penalty 1265.179646 = -280399.689432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108245.710000 sec): 3 clusters
  Score: Raw -280549.671399 + Penalty 2530.359291 = -278019.312108
  nChanged 895
		SP:Iteration 1F (108245.870000 sec): 3 clusters
  Score: Raw -281132.634086 + Penalty 2530.359291 = -278602.274795
  nChanged 211
		SP:Iteration 2F (108246.010000 sec): 3 clusters
  Score: Raw -281301.787388 + Penalty 2530.359291 = -278771.428096
  nChanged 141
		SP:Iteration 3F (108246.210000 sec): 3 clusters
  Score: Raw -281418.773365 + Penalty 2530.359291 = -278888.414074
  nChanged 108
		SP:Iteration 4Q (108246.370000 sec): 3 clusters
  Score: Raw -281503.437705 + Penalty 2530.359291 = -278973.078414
  nChanged 80
		SP:Iteration 5Q (108246.560000 sec): 3 clusters
  Score: Raw -281573.066874 + Penalty 2530.359291 = -279042.707583
  nChanged 85
		SP:Iteration 6Q (108246.750000 sec): 3 clusters
  Score: Raw -281645.924202 + Penalty 2530.359291 = -279115.564910
  nChanged 78
		SP:Iteration 7Q (108246.920000 sec): 3 clusters
  Score: Raw -281697.667874 + Penalty 2530.359291 = -279167.308582
  nChanged 55
		SP:Iteration 8Q (108247.090000 sec): 3 clusters
  Score: Raw -281737.036623 + Penalty 2530.359291 = -279206.677331
  nChanged 57
		SP:Iteration 9Q (108247.250000 sec): 3 clusters
  Score: Raw -281781.745912 + Penalty 2530.359291 = -279251.386620
  nChanged 61
		SP:Iteration 10Q (108247.460000 sec): 3 clusters
  Score: Raw -281820.755276 + Penalty 2530.359291 = -279290.395985
  nChanged 41
		SP:Iteration 11Q (108247.630000 sec): 3 clusters
  Score: Raw -281843.259688 + Penalty 2530.359291 = -279312.900397
  nChanged 34
		SP:Iteration 12Q (108247.800000 sec): 3 clusters
  Score: Raw -281862.728085 + Penalty 2530.359291 = -279332.368793
  nChanged 31
		SP:Iteration 13Q (108248.030000 sec): 3 clusters
  Score: Raw -281877.631626 + Penalty 2530.359291 = -279347.272335
  nChanged 25
		SP:Iteration 14Q (108248.220000 sec): 3 clusters
  Score: Raw -281893.996810 + Penalty 2530.359291 = -279363.637519
  nChanged 22
		SP:Iteration 15Q (108248.380000 sec): 3 clusters
  Score: Raw -281907.601459 + Penalty 2530.359291 = -279377.242168
  nChanged 21
		SP:Iteration 16Q (108248.540000 sec): 3 clusters
  Score: Raw -281918.630306 + Penalty 2530.359291 = -279388.271015
  nChanged 23
		SP:Iteration 17Q (108248.720000 sec): 3 clusters
  Score: Raw -281929.467764 + Penalty 2530.359291 = -279399.108473
  nChanged 10
		SP:Iteration 18Q (108248.920000 sec): 3 clusters
  Score: Raw -281933.095078 + Penalty 2530.359291 = -279402.735787
  nChanged 9
		SP:Iteration 19Q (108249.120000 sec): 3 clusters
  Score: Raw -281936.003926 + Penalty 2530.359291 = -279405.644635
  nChanged 5
		SP:Iteration 20F (108249.280000 sec): 3 clusters
  Score: Raw -281937.601784 + Penalty 2530.359291 = -279407.242493
  nChanged 7
		SP:Iteration 21Q (108249.460000 sec): 3 clusters
  Score: Raw -281940.038680 + Penalty 2530.359291 = -279409.679389
  nChanged 8
		SP:Iteration 22Q (108249.660000 sec): 3 clusters
  Score: Raw -281942.238999 + Penalty 2530.359291 = -279411.879708
  nChanged 3
		SP:Iteration 23Q (108249.820000 sec): 3 clusters
  Score: Raw -281942.972212 + Penalty 2530.359291 = -279412.612920
  nChanged 1
		SP:Iteration 24Q (108250.030000 sec): 3 clusters
  Score: Raw -281943.377135 + Penalty 2530.359291 = -279413.017844
  nChanged 1
		SP:Iteration 25Q (108250.180000 sec): 3 clusters
  Score: Raw -281943.789198 + Penalty 2530.359291 = -279413.429907
  nChanged 3
		SP:Iteration 26Q (108250.320000 sec): 3 clusters
  Score: Raw -281944.455065 + Penalty 2530.359291 = -279414.095774
  nChanged 2
		SP:Iteration 27Q (108250.500000 sec): 3 clusters
  Score: Raw -281945.245544 + Penalty 2530.359291 = -279414.886253
  nChanged 3
		SP:Iteration 28Q (108250.690000 sec): 3 clusters
  Score: Raw -281946.380309 + Penalty 2530.359291 = -279416.021018
  nChanged 2
		SP:Iteration 29Q (108250.850000 sec): 3 clusters
  Score: Raw -281947.651232 + Penalty 2530.359291 = -279417.291940
  nChanged 4
		SP:Iteration 30Q (108251.030000 sec): 3 clusters
  Score: Raw -281950.118627 + Penalty 2530.359291 = -279419.759336
  nChanged 6
		SP:Iteration 31Q (108251.160000 sec): 3 clusters
  Score: Raw -281952.770004 + Penalty 2530.359291 = -279422.410713
  nChanged 4
		SP:Iteration 32Q (108251.320000 sec): 3 clusters
  Score: Raw -281954.320640 + Penalty 2530.359291 = -279423.961348
  nChanged 4
		SP:Iteration 33Q (108251.520000 sec): 3 clusters
  Score: Raw -281956.312472 + Penalty 2530.359291 = -279425.953180
  nChanged 4
		SP:Iteration 34Q (108251.710000 sec): 3 clusters
  Score: Raw -281957.473162 + Penalty 2530.359291 = -279427.113871
  nChanged 3
		SP:Iteration 35Q (108251.870000 sec): 3 clusters
  Score: Raw -281958.106368 + Penalty 2530.359291 = -279427.747077
  nChanged 2
		SP:Iteration 36Q (108252.020000 sec): 3 clusters
  Score: Raw -281958.861687 + Penalty 2530.359291 = -279428.502396
  nChanged 2
		SP:Iteration 37Q (108252.200000 sec): 3 clusters
  Score: Raw -281959.441736 + Penalty 2530.359291 = -279429.082444
  nChanged 3
		SP:Iteration 38Q (108252.410000 sec): 3 clusters
  Score: Raw -281960.346109 + Penalty 2530.359291 = -279429.986817
  nChanged 3
		SP:Iteration 39Q (108252.580000 sec): 3 clusters
  Score: Raw -281961.581925 + Penalty 2530.359291 = -279431.222633
  nChanged 4
		SP:Iteration 40F (108252.730000 sec): 3 clusters
  Score: Raw -281962.841353 + Penalty 2530.359291 = -279432.482062
  nChanged 3
		SP:Iteration 41Q (108252.920000 sec): 3 clusters
  Score: Raw -281964.409767 + Penalty 2530.359291 = -279434.050476
  nChanged 5
		SP:Iteration 42Q (108253.110000 sec): 3 clusters
  Score: Raw -281966.173976 + Penalty 2530.359291 = -279435.814684
  nChanged 6
		SP:Iteration 43Q (108253.280000 sec): 3 clusters
  Score: Raw -281968.636907 + Penalty 2530.359291 = -279438.277615
  nChanged 8
		SP:Iteration 44Q (108253.460000 sec): 3 clusters
  Score: Raw -281971.718092 + Penalty 2530.359291 = -279441.358801
  nChanged 10
		SP:Iteration 45Q (108253.630000 sec): 3 clusters
  Score: Raw -281976.562150 + Penalty 2530.359291 = -279446.202858
  nChanged 8
		SP:Iteration 46Q (108253.810000 sec): 3 clusters
  Score: Raw -281980.120175 + Penalty 2530.359291 = -279449.760883
  nChanged 9
		SP:Iteration 47Q (108253.980000 sec): 3 clusters
  Score: Raw -281982.788105 + Penalty 2530.359291 = -279452.428814
  nChanged 0
		SP:Iteration 48F (108254.110000 sec): 3 clusters
  Score: Raw -281982.788105 + Penalty 2530.359291 = -279452.428814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 31 (12063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108254.270000 sec): 2 clusters
  Score: Raw -1387531.400052 + Penalty 1527.158457 = -1386004.241595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108254.510000 sec): 3 clusters
  Score: Raw -1380674.778976 + Penalty 3054.316914 = -1377620.462063
  nChanged 5235
		SP:Iteration 1F (108254.750000 sec): 3 clusters
  Score: Raw -1383547.421191 + Penalty 3054.316914 = -1380493.104278
  nChanged 736
		SP:Iteration 2F (108254.960000 sec): 3 clusters
  Score: Raw -1383883.178929 + Penalty 3054.316914 = -1380828.862016
  nChanged 662
		SP:Iteration 3F (108255.180000 sec): 3 clusters
  Score: Raw -1384174.511067 + Penalty 3054.316914 = -1381120.194154
  nChanged 584
		SP:Iteration 4Q (108255.400000 sec): 3 clusters
  Score: Raw -1384429.136024 + Penalty 3054.316914 = -1381374.819111
  nChanged 576
		SP:Iteration 5Q (108255.650000 sec): 3 clusters
  Score: Raw -1384693.352671 + Penalty 3054.316914 = -1381639.035758
  nChanged 543
		SP:Iteration 6Q (108255.850000 sec): 3 clusters
  Score: Raw -1384993.288026 + Penalty 3054.316914 = -1381938.971113
  nChanged 538
		SP:Iteration 7Q (108256.070000 sec): 3 clusters
  Score: Raw -1385320.588432 + Penalty 3054.316914 = -1382266.271519
  nChanged 562
		SP:Iteration 8Q (108256.270000 sec): 3 clusters
  Score: Raw -1385672.980790 + Penalty 3054.316914 = -1382618.663877
  nChanged 539
		SP:Iteration 9Q (108256.500000 sec): 3 clusters
  Score: Raw -1386035.645860 + Penalty 3054.316914 = -1382981.328947
  nChanged 506
		SP:Iteration 10Q (108256.740000 sec): 3 clusters
  Score: Raw -1386421.643798 + Penalty 3054.316914 = -1383367.326885
  nChanged 454
		SP:Iteration 11Q (108256.960000 sec): 3 clusters
  Score: Raw -1386771.769877 + Penalty 3054.316914 = -1383717.452963
  nChanged 368
		SP:Iteration 12Q (108257.170000 sec): 3 clusters
  Score: Raw -1387044.352928 + Penalty 3054.316914 = -1383990.036014
  nChanged 251
		SP:Iteration 13Q (108257.390000 sec): 3 clusters
  Score: Raw -1387219.148199 + Penalty 3054.316914 = -1384164.831285
  nChanged 208
		SP:Iteration 14Q (108257.640000 sec): 3 clusters
  Score: Raw -1387361.526184 + Penalty 3054.316914 = -1384307.209270
  nChanged 179
		SP:Iteration 15Q (108257.880000 sec): 3 clusters
  Score: Raw -1387471.533841 + Penalty 3054.316914 = -1384417.216927
  nChanged 138
		SP:Iteration 16Q (108258.080000 sec): 3 clusters
  Score: Raw -1387567.975777 + Penalty 3054.316914 = -1384513.658863
  nChanged 138
		SP:Iteration 17Q (108258.270000 sec): 3 clusters
  Score: Raw -1387670.402251 + Penalty 3054.316914 = -1384616.085337
  nChanged 127
		SP:Iteration 18Q (108258.510000 sec): 3 clusters
  Score: Raw -1387751.071809 + Penalty 3054.316914 = -1384696.754895
  nChanged 100
		SP:Iteration 19Q (108258.730000 sec): 3 clusters
  Score: Raw -1387810.216147 + Penalty 3054.316914 = -1384755.899233
  nChanged 100
		SP:Iteration 20F (108258.930000 sec): 3 clusters
  Score: Raw -1387864.890519 + Penalty 3054.316914 = -1384810.573606
  nChanged 74
		SP:Iteration 21Q (108259.130000 sec): 3 clusters
  Score: Raw -1387906.872481 + Penalty 3054.316914 = -1384852.555567
  nChanged 59
		SP:Iteration 22Q (108259.360000 sec): 3 clusters
  Score: Raw -1387937.395329 + Penalty 3054.316914 = -1384883.078415
  nChanged 48
		SP:Iteration 23Q (108259.550000 sec): 3 clusters
  Score: Raw -1387958.681498 + Penalty 3054.316914 = -1384904.364584
  nChanged 27
		SP:Iteration 24Q (108259.760000 sec): 3 clusters
  Score: Raw -1387969.094895 + Penalty 3054.316914 = -1384914.777981
  nChanged 20
		SP:Iteration 25Q (108259.990000 sec): 3 clusters
  Score: Raw -1387978.237485 + Penalty 3054.316914 = -1384923.920571
  nChanged 21
		SP:Iteration 26Q (108260.180000 sec): 3 clusters
  Score: Raw -1387985.429959 + Penalty 3054.316914 = -1384931.113045
  nChanged 19
		SP:Iteration 27Q (108260.420000 sec): 3 clusters
  Score: Raw -1387992.487546 + Penalty 3054.316914 = -1384938.170632
  nChanged 15
		SP:Iteration 28Q (108260.630000 sec): 3 clusters
  Score: Raw -1387997.182557 + Penalty 3054.316914 = -1384942.865644
  nChanged 16
		SP:Iteration 29Q (108260.870000 sec): 3 clusters
  Score: Raw -1388002.130446 + Penalty 3054.316914 = -1384947.813532
  nChanged 18
		SP:Iteration 30Q (108261.130000 sec): 3 clusters
  Score: Raw -1388010.147399 + Penalty 3054.316914 = -1384955.830485
  nChanged 23
		SP:Iteration 31Q (108261.340000 sec): 3 clusters
  Score: Raw -1388018.610163 + Penalty 3054.316914 = -1384964.293250
  nChanged 21
		SP:Iteration 32Q (108261.580000 sec): 3 clusters
  Score: Raw -1388025.639351 + Penalty 3054.316914 = -1384971.322438
  nChanged 13
		SP:Iteration 33Q (108261.840000 sec): 3 clusters
  Score: Raw -1388031.773902 + Penalty 3054.316914 = -1384977.456988
  nChanged 10
		SP:Iteration 34Q (108262.040000 sec): 3 clusters
  Score: Raw -1388034.710173 + Penalty 3054.316914 = -1384980.393259
  nChanged 7
		SP:Iteration 35Q (108262.310000 sec): 3 clusters
  Score: Raw -1388037.373032 + Penalty 3054.316914 = -1384983.056119
  nChanged 7
		SP:Iteration 36Q (108262.510000 sec): 3 clusters
  Score: Raw -1388039.347235 + Penalty 3054.316914 = -1384985.030321
  nChanged 9
		SP:Iteration 37Q (108262.750000 sec): 3 clusters
  Score: Raw -1388041.836872 + Penalty 3054.316914 = -1384987.519958
  nChanged 5
		SP:Iteration 38Q (108262.920000 sec): 3 clusters
  Score: Raw -1388043.008184 + Penalty 3054.316914 = -1384988.691270
  nChanged 5
		SP:Iteration 39Q (108263.170000 sec): 3 clusters
  Score: Raw -1388044.082338 + Penalty 3054.316914 = -1384989.765425
  nChanged 3
		SP:Iteration 40F (108263.380000 sec): 3 clusters
  Score: Raw -1388044.863045 + Penalty 3054.316914 = -1384990.546132
  nChanged 4
		SP:Iteration 41Q (108263.560000 sec): 3 clusters
  Score: Raw -1388046.054509 + Penalty 3054.316914 = -1384991.737595
  nChanged 3
		SP:Iteration 42Q (108263.820000 sec): 3 clusters
  Score: Raw -1388046.871893 + Penalty 3054.316914 = -1384992.554980
  nChanged 4
		SP:Iteration 43Q (108264.010000 sec): 3 clusters
  Score: Raw -1388048.065292 + Penalty 3054.316914 = -1384993.748378
  nChanged 1
		SP:Iteration 44Q (108264.220000 sec): 3 clusters
  Score: Raw -1388048.574552 + Penalty 3054.316914 = -1384994.257639
  nChanged 2
		SP:Iteration 45Q (108264.440000 sec): 3 clusters
  Score: Raw -1388048.968225 + Penalty 3054.316914 = -1384994.651312
  nChanged 1
		SP:Iteration 46Q (108264.630000 sec): 3 clusters
  Score: Raw -1388049.138682 + Penalty 3054.316914 = -1384994.821769
  nChanged 0
		SP:Iteration 47F (108264.860000 sec): 3 clusters
  Score: Raw -1388049.138682 + Penalty 3054.316914 = -1384994.821769
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 32 (2937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108264.970000 sec): 2 clusters
  Score: Raw -335064.000062 + Penalty 1297.585889 = -333766.414173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108265.150000 sec): 3 clusters
  Score: Raw -333685.384533 + Penalty 2595.171778 = -331090.212755
  nChanged 1123
		SP:Iteration 1F (108265.340000 sec): 3 clusters
  Score: Raw -334509.255840 + Penalty 2595.171778 = -331914.084062
  nChanged 292
		SP:Iteration 2F (108265.520000 sec): 3 clusters
  Score: Raw -334794.748697 + Penalty 2595.171778 = -332199.576919
  nChanged 206
		SP:Iteration 3F (108265.710000 sec): 3 clusters
  Score: Raw -334991.314216 + Penalty 2595.171778 = -332396.142439
  nChanged 174
		SP:Iteration 4F (108265.900000 sec): 3 clusters
  Score: Raw -335134.852451 + Penalty 2595.171778 = -332539.680673
  nChanged 114
		SP:Iteration 5Q (108266.100000 sec): 3 clusters
  Score: Raw -335226.469467 + Penalty 2595.171778 = -332631.297690
  nChanged 105
		SP:Iteration 6Q (108266.270000 sec): 3 clusters
  Score: Raw -335307.455759 + Penalty 2595.171778 = -332712.283981
  nChanged 94
		SP:Iteration 7Q (108266.440000 sec): 3 clusters
  Score: Raw -335382.124475 + Penalty 2595.171778 = -332786.952698
  nChanged 84
		SP:Iteration 8Q (108266.600000 sec): 3 clusters
  Score: Raw -335432.800568 + Penalty 2595.171778 = -332837.628791
  nChanged 57
		SP:Iteration 9Q (108266.800000 sec): 3 clusters
  Score: Raw -335461.557808 + Penalty 2595.171778 = -332866.386030
  nChanged 40
		SP:Iteration 10Q (108266.950000 sec): 3 clusters
  Score: Raw -335483.300653 + Penalty 2595.171778 = -332888.128875
  nChanged 37
		SP:Iteration 11Q (108267.120000 sec): 3 clusters
  Score: Raw -335498.659698 + Penalty 2595.171778 = -332903.487920
  nChanged 25
		SP:Iteration 12Q (108267.340000 sec): 3 clusters
  Score: Raw -335507.058856 + Penalty 2595.171778 = -332911.887078
  nChanged 18
		SP:Iteration 13Q (108267.480000 sec): 3 clusters
  Score: Raw -335513.181388 + Penalty 2595.171778 = -332918.009611
  nChanged 11
		SP:Iteration 14Q (108267.710000 sec): 3 clusters
  Score: Raw -335515.998222 + Penalty 2595.171778 = -332920.826444
  nChanged 10
		SP:Iteration 15Q (108267.870000 sec): 3 clusters
  Score: Raw -335519.269820 + Penalty 2595.171778 = -332924.098042
  nChanged 13
		SP:Iteration 16Q (108268.040000 sec): 3 clusters
  Score: Raw -335523.263969 + Penalty 2595.171778 = -332928.092191
  nChanged 8
		SP:Iteration 17Q (108268.220000 sec): 3 clusters
  Score: Raw -335525.795604 + Penalty 2595.171778 = -332930.623826
  nChanged 2
		SP:Iteration 18Q (108268.380000 sec): 3 clusters
  Score: Raw -335526.430871 + Penalty 2595.171778 = -332931.259093
  nChanged 4
		SP:Iteration 19Q (108268.580000 sec): 3 clusters
  Score: Raw -335527.456887 + Penalty 2595.171778 = -332932.285110
  nChanged 4
		SP:Iteration 20F (108268.760000 sec): 3 clusters
  Score: Raw -335528.488410 + Penalty 2595.171778 = -332933.316632
  nChanged 4
		SP:Iteration 21Q (108268.920000 sec): 3 clusters
  Score: Raw -335529.514002 + Penalty 2595.171778 = -332934.342225
  nChanged 2
		SP:Iteration 22Q (108269.100000 sec): 3 clusters
  Score: Raw -335530.208972 + Penalty 2595.171778 = -332935.037194
  nChanged 3
		SP:Iteration 23Q (108269.320000 sec): 3 clusters
  Score: Raw -335530.856283 + Penalty 2595.171778 = -332935.684505
  nChanged 3
		SP:Iteration 24Q (108269.520000 sec): 3 clusters
  Score: Raw -335531.730258 + Penalty 2595.171778 = -332936.558480
  nChanged 3
		SP:Iteration 25Q (108269.670000 sec): 3 clusters
  Score: Raw -335532.928823 + Penalty 2595.171778 = -332937.757045
  nChanged 5
		SP:Iteration 26Q (108269.860000 sec): 3 clusters
  Score: Raw -335534.590149 + Penalty 2595.171778 = -332939.418371
  nChanged 2
		SP:Iteration 27Q (108270.020000 sec): 3 clusters
  Score: Raw -335535.234727 + Penalty 2595.171778 = -332940.062949
  nChanged 1
		SP:Iteration 28Q (108270.240000 sec): 3 clusters
  Score: Raw -335535.490268 + Penalty 2595.171778 = -332940.318490
  nChanged 1
		SP:Iteration 29Q (108270.410000 sec): 3 clusters
  Score: Raw -335535.602176 + Penalty 2595.171778 = -332940.430398
  nChanged 0
		SP:Iteration 30F (108270.610000 sec): 3 clusters
  Score: Raw -335535.602176 + Penalty 2595.171778 = -332940.430398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 33 (571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108270.680000 sec): 2 clusters
  Score: Raw -65585.293624 + Penalty 1031.450747 = -64553.842877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108270.870000 sec): 3 clusters
  Score: Raw -65517.510037 + Penalty 2062.901493 = -63454.608544
  nChanged 134
		SP:Iteration 1F (108271.050000 sec): 3 clusters
  Score: Raw -65776.548169 + Penalty 2062.901493 = -63713.646676
  nChanged 50
		SP:Iteration 2F (108271.220000 sec): 3 clusters
  Score: Raw -65858.703441 + Penalty 2062.901493 = -63795.801948
  nChanged 22
		SP:Iteration 3Q (108271.410000 sec): 3 clusters
  Score: Raw -65893.834485 + Penalty 2062.901493 = -63830.932992
  nChanged 13
		SP:Iteration 4Q (108271.630000 sec): 3 clusters
  Score: Raw -65915.925494 + Penalty 2062.901493 = -63853.024001
  nChanged 12
		SP:Iteration 5Q (108271.780000 sec): 3 clusters
  Score: Raw -65933.615754 + Penalty 2062.901493 = -63870.714261
  nChanged 4
		SP:Iteration 6Q (108271.930000 sec): 3 clusters
  Score: Raw -65938.001110 + Penalty 2062.901493 = -63875.099617
  nChanged 4
		SP:Iteration 7Q (108272.070000 sec): 3 clusters
  Score: Raw -65943.917530 + Penalty 2062.901493 = -63881.016037
  nChanged 3
		SP:Iteration 8Q (108272.270000 sec): 3 clusters
  Score: Raw -65949.387061 + Penalty 2062.901493 = -63886.485568
  nChanged 2
		SP:Iteration 9Q (108272.440000 sec): 3 clusters
  Score: Raw -65952.253915 + Penalty 2062.901493 = -63889.352422
  nChanged 2
		SP:Iteration 10Q (108272.630000 sec): 3 clusters
  Score: Raw -65954.046803 + Penalty 2062.901493 = -63891.145310
  nChanged 1
		SP:Iteration 11Q (108272.820000 sec): 3 clusters
  Score: Raw -65955.490872 + Penalty 2062.901493 = -63892.589379
  nChanged 2
		SP:Iteration 12Q (108273.020000 sec): 3 clusters
  Score: Raw -65957.641097 + Penalty 2062.901493 = -63894.739603
  nChanged 2
		SP:Iteration 13Q (108273.170000 sec): 3 clusters
  Score: Raw -65959.750136 + Penalty 2062.901493 = -63896.848643
  nChanged 2
		SP:Iteration 14Q (108273.340000 sec): 3 clusters
  Score: Raw -65964.587124 + Penalty 2062.901493 = -63901.685631
  nChanged 1
		SP:Iteration 15Q (108273.500000 sec): 3 clusters
  Score: Raw -65965.513695 + Penalty 2062.901493 = -63902.612202
  nChanged 0
		SP:Iteration 16F (108273.670000 sec): 3 clusters
  Score: Raw -65965.513695 + Penalty 2062.901493 = -63902.612202
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 34 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108273.780000 sec): 2 clusters
  Score: Raw -25111.047452 + Penalty 897.886103 = -24213.161349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108273.980000 sec): 3 clusters
  Score: Raw -25339.037545 + Penalty 1795.772205 = -23543.265339
  nChanged 54
		SP:Iteration 1F (108274.140000 sec): 3 clusters
  Score: Raw -25537.167654 + Penalty 1795.772205 = -23741.395448
  nChanged 24
		SP:Iteration 2F (108274.310000 sec): 3 clusters
  Score: Raw -25662.527703 + Penalty 1795.772205 = -23866.755498
  nChanged 12
		SP:Iteration 3Q (108274.450000 sec): 3 clusters
  Score: Raw -25754.122307 + Penalty 1795.772205 = -23958.350102
  nChanged 5
		SP:Iteration 4Q (108274.620000 sec): 3 clusters
  Score: Raw -25816.270753 + Penalty 1795.772205 = -24020.498548
  nChanged 2
		SP:Iteration 5Q (108274.790000 sec): 3 clusters
  Score: Raw -25846.038010 + Penalty 1795.772205 = -24050.265805
  nChanged 1
		SP:Iteration 6Q (108274.960000 sec): 3 clusters
  Score: Raw -25849.198116 + Penalty 1795.772205 = -24053.425911
  nChanged 0
		SP:Iteration 7F (108275.100000 sec): 3 clusters
  Score: Raw -25849.946753 + Penalty 1795.772205 = -24054.174548
  nChanged 1
		SP:Iteration 8Q (108275.290000 sec): 3 clusters
  Score: Raw -25859.652406 + Penalty 1795.772205 = -24063.880201
  nChanged 1
		SP:Iteration 9Q (108275.480000 sec): 3 clusters
  Score: Raw -25863.123758 + Penalty 1795.772205 = -24067.351553
  nChanged 0
		SP:Iteration 10F (108275.630000 sec): 3 clusters
  Score: Raw -25863.123758 + Penalty 1795.772205 = -24067.351553
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 35 (10502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108275.790000 sec): 2 clusters
  Score: Raw -1253743.553329 + Penalty 1504.639662 = -1252238.913668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108276.020000 sec): 3 clusters
  Score: Raw -1247676.222156 + Penalty 3009.279323 = -1244666.942833
  nChanged 4618
		SP:Iteration 1F (108276.190000 sec): 3 clusters
  Score: Raw -1250271.067430 + Penalty 3009.279323 = -1247261.788107
  nChanged 764
		SP:Iteration 2F (108276.410000 sec): 3 clusters
  Score: Raw -1250780.457184 + Penalty 3009.279323 = -1247771.177861
  nChanged 760
		SP:Iteration 3F (108276.620000 sec): 3 clusters
  Score: Raw -1251294.636758 + Penalty 3009.279323 = -1248285.357435
  nChanged 782
		SP:Iteration 4F (108276.790000 sec): 3 clusters
  Score: Raw -1251841.455146 + Penalty 3009.279323 = -1248832.175823
  nChanged 649
		SP:Iteration 5F (108277.020000 sec): 3 clusters
  Score: Raw -1252263.840613 + Penalty 3009.279323 = -1249254.561290
  nChanged 531
		SP:Iteration 6F (108277.230000 sec): 3 clusters
  Score: Raw -1252553.920563 + Penalty 3009.279323 = -1249544.641240
  nChanged 380
		SP:Iteration 7Q (108277.460000 sec): 3 clusters
  Score: Raw -1252728.852694 + Penalty 3009.279323 = -1249719.573371
  nChanged 292
		SP:Iteration 8Q (108277.680000 sec): 3 clusters
  Score: Raw -1252846.369224 + Penalty 3009.279323 = -1249837.089900
  nChanged 226
		SP:Iteration 9Q (108277.890000 sec): 3 clusters
  Score: Raw -1252941.911450 + Penalty 3009.279323 = -1249932.632127
  nChanged 189
		SP:Iteration 10Q (108278.100000 sec): 3 clusters
  Score: Raw -1253009.076116 + Penalty 3009.279323 = -1249999.796792
  nChanged 167
		SP:Iteration 11Q (108278.310000 sec): 3 clusters
  Score: Raw -1253063.572462 + Penalty 3009.279323 = -1250054.293139
  nChanged 149
		SP:Iteration 12Q (108278.530000 sec): 3 clusters
  Score: Raw -1253111.804027 + Penalty 3009.279323 = -1250102.524704
  nChanged 130
		SP:Iteration 13Q (108278.770000 sec): 3 clusters
  Score: Raw -1253155.353941 + Penalty 3009.279323 = -1250146.074618
  nChanged 123
		SP:Iteration 14Q (108279.030000 sec): 3 clusters
  Score: Raw -1253196.252075 + Penalty 3009.279323 = -1250186.972752
  nChanged 112
		SP:Iteration 15Q (108279.230000 sec): 3 clusters
  Score: Raw -1253235.008635 + Penalty 3009.279323 = -1250225.729312
  nChanged 107
		SP:Iteration 16Q (108279.450000 sec): 3 clusters
  Score: Raw -1253272.319702 + Penalty 3009.279323 = -1250263.040379
  nChanged 99
		SP:Iteration 17Q (108279.700000 sec): 3 clusters
  Score: Raw -1253308.788740 + Penalty 3009.279323 = -1250299.509417
  nChanged 105
		SP:Iteration 18Q (108279.900000 sec): 3 clusters
  Score: Raw -1253346.398058 + Penalty 3009.279323 = -1250337.118735
  nChanged 95
		SP:Iteration 19Q (108280.110000 sec): 3 clusters
  Score: Raw -1253381.487088 + Penalty 3009.279323 = -1250372.207765
  nChanged 101
		SP:Iteration 20F (108280.310000 sec): 3 clusters
  Score: Raw -1253422.965886 + Penalty 3009.279323 = -1250413.686562
  nChanged 108
		SP:Iteration 21Q (108280.560000 sec): 3 clusters
  Score: Raw -1253462.829892 + Penalty 3009.279323 = -1250453.550569
  nChanged 88
		SP:Iteration 22Q (108280.790000 sec): 3 clusters
  Score: Raw -1253495.155775 + Penalty 3009.279323 = -1250485.876451
  nChanged 73
		SP:Iteration 23Q (108280.990000 sec): 3 clusters
  Score: Raw -1253523.537671 + Penalty 3009.279323 = -1250514.258348
  nChanged 72
		SP:Iteration 24Q (108281.230000 sec): 3 clusters
  Score: Raw -1253551.559761 + Penalty 3009.279323 = -1250542.280438
  nChanged 68
		SP:Iteration 25Q (108281.470000 sec): 3 clusters
  Score: Raw -1253582.616691 + Penalty 3009.279323 = -1250573.337368
  nChanged 87
		SP:Iteration 26Q (108281.670000 sec): 3 clusters
  Score: Raw -1253622.252015 + Penalty 3009.279323 = -1250612.972692
  nChanged 83
		SP:Iteration 27Q (108281.860000 sec): 3 clusters
  Score: Raw -1253666.329939 + Penalty 3009.279323 = -1250657.050616
  nChanged 69
		SP:Iteration 28Q (108282.090000 sec): 3 clusters
  Score: Raw -1253698.357325 + Penalty 3009.279323 = -1250689.078001
  nChanged 67
		SP:Iteration 29Q (108282.340000 sec): 3 clusters
  Score: Raw -1253736.367496 + Penalty 3009.279323 = -1250727.088173
  nChanged 56
		SP:Iteration 30Q (108282.540000 sec): 3 clusters
  Score: Raw -1253769.362472 + Penalty 3009.279323 = -1250760.083149
  nChanged 47
		SP:Iteration 31Q (108282.720000 sec): 3 clusters
  Score: Raw -1253794.665205 + Penalty 3009.279323 = -1250785.385882
  nChanged 44
		SP:Iteration 32Q (108282.940000 sec): 3 clusters
  Score: Raw -1253820.485515 + Penalty 3009.279323 = -1250811.206192
  nChanged 39
		SP:Iteration 33Q (108283.160000 sec): 3 clusters
  Score: Raw -1253842.610483 + Penalty 3009.279323 = -1250833.331160
  nChanged 29
		SP:Iteration 34Q (108283.360000 sec): 3 clusters
  Score: Raw -1253858.801879 + Penalty 3009.279323 = -1250849.522556
  nChanged 28
		SP:Iteration 35Q (108283.560000 sec): 3 clusters
  Score: Raw -1253876.718378 + Penalty 3009.279323 = -1250867.439055
  nChanged 29
		SP:Iteration 36Q (108283.750000 sec): 3 clusters
  Score: Raw -1253892.837232 + Penalty 3009.279323 = -1250883.557909
  nChanged 23
		SP:Iteration 37Q (108284.030000 sec): 3 clusters
  Score: Raw -1253908.334073 + Penalty 3009.279323 = -1250899.054750
  nChanged 22
		SP:Iteration 38Q (108284.220000 sec): 3 clusters
  Score: Raw -1253927.620896 + Penalty 3009.279323 = -1250918.341573
  nChanged 21
		SP:Iteration 39Q (108284.410000 sec): 3 clusters
  Score: Raw -1253942.893961 + Penalty 3009.279323 = -1250933.614637
  nChanged 15
		SP:Iteration 40F (108284.660000 sec): 3 clusters
  Score: Raw -1253956.892602 + Penalty 3009.279323 = -1250947.613278
  nChanged 31
		SP:Iteration 41Q (108284.870000 sec): 3 clusters
  Score: Raw -1253984.344691 + Penalty 3009.279323 = -1250975.065368
  nChanged 21
		SP:Iteration 42Q (108285.080000 sec): 3 clusters
  Score: Raw -1253999.609917 + Penalty 3009.279323 = -1250990.330594
  nChanged 21
		SP:Iteration 43Q (108285.330000 sec): 3 clusters
  Score: Raw -1254017.558707 + Penalty 3009.279323 = -1251008.279384
  nChanged 19
		SP:Iteration 44Q (108285.540000 sec): 3 clusters
  Score: Raw -1254033.484140 + Penalty 3009.279323 = -1251024.204817
  nChanged 17
		SP:Iteration 45Q (108285.770000 sec): 3 clusters
  Score: Raw -1254044.139375 + Penalty 3009.279323 = -1251034.860052
  nChanged 8
		SP:Iteration 46Q (108285.930000 sec): 3 clusters
  Score: Raw -1254048.031039 + Penalty 3009.279323 = -1251038.751716
  nChanged 4
		SP:Iteration 47Q (108286.130000 sec): 3 clusters
  Score: Raw -1254049.535447 + Penalty 3009.279323 = -1251040.256124
  nChanged 3
		SP:Iteration 48Q (108286.330000 sec): 3 clusters
  Score: Raw -1254050.940752 + Penalty 3009.279323 = -1251041.661429
  nChanged 3
		SP:Iteration 49Q (108286.530000 sec): 3 clusters
  Score: Raw -1254051.721900 + Penalty 3009.279323 = -1251042.442577
  nChanged 2
		SP:Iteration 50Q (108286.790000 sec): 3 clusters
  Score: Raw -1254052.655361 + Penalty 3009.279323 = -1251043.376038
  nChanged 0
		SP:Iteration 51F (108286.960000 sec): 3 clusters
  Score: Raw -1254052.655361 + Penalty 3009.279323 = -1251043.376038
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 36 (3853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108287.090000 sec): 2 clusters
  Score: Raw -444163.479356 + Penalty 1341.698694 = -442821.780662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108287.270000 sec): 3 clusters
  Score: Raw -442309.903379 + Penalty 2683.397387 = -439626.505992
  nChanged 1513
		SP:Iteration 1F (108287.470000 sec): 3 clusters
  Score: Raw -443248.305127 + Penalty 2683.397387 = -440564.907740
  nChanged 327
		SP:Iteration 2F (108287.620000 sec): 3 clusters
  Score: Raw -443502.293110 + Penalty 2683.397387 = -440818.895723
  nChanged 260
		SP:Iteration 3F (108287.770000 sec): 3 clusters
  Score: Raw -443771.824778 + Penalty 2683.397387 = -441088.427391
  nChanged 289
		SP:Iteration 4F (108287.970000 sec): 3 clusters
  Score: Raw -444142.083920 + Penalty 2683.397387 = -441458.686533
  nChanged 308
		SP:Iteration 5F (108288.130000 sec): 3 clusters
  Score: Raw -444553.143834 + Penalty 2683.397387 = -441869.746447
  nChanged 245
		SP:Iteration 6F (108288.340000 sec): 3 clusters
  Score: Raw -444808.410396 + Penalty 2683.397387 = -442125.013009
  nChanged 185
		SP:Iteration 7Q (108288.500000 sec): 3 clusters
  Score: Raw -444975.079585 + Penalty 2683.397387 = -442291.682198
  nChanged 140
		SP:Iteration 8Q (108288.710000 sec): 3 clusters
  Score: Raw -445090.263004 + Penalty 2683.397387 = -442406.865617
  nChanged 88
		SP:Iteration 9Q (108288.900000 sec): 3 clusters
  Score: Raw -445158.814081 + Penalty 2683.397387 = -442475.416694
  nChanged 82
		SP:Iteration 10Q (108289.080000 sec): 3 clusters
  Score: Raw -445217.241088 + Penalty 2683.397387 = -442533.843701
  nChanged 65
		SP:Iteration 11Q (108289.260000 sec): 3 clusters
  Score: Raw -445250.670354 + Penalty 2683.397387 = -442567.272967
  nChanged 42
		SP:Iteration 12Q (108289.480000 sec): 3 clusters
  Score: Raw -445267.556842 + Penalty 2683.397387 = -442584.159455
  nChanged 28
		SP:Iteration 13Q (108289.640000 sec): 3 clusters
  Score: Raw -445279.929871 + Penalty 2683.397387 = -442596.532484
  nChanged 22
		SP:Iteration 14Q (108289.820000 sec): 3 clusters
  Score: Raw -445285.312822 + Penalty 2683.397387 = -442601.915435
  nChanged 13
		SP:Iteration 15Q (108290.060000 sec): 3 clusters
  Score: Raw -445289.038965 + Penalty 2683.397387 = -442605.641578
  nChanged 12
		SP:Iteration 16Q (108290.230000 sec): 3 clusters
  Score: Raw -445292.250818 + Penalty 2683.397387 = -442608.853431
  nChanged 10
		SP:Iteration 17Q (108290.450000 sec): 3 clusters
  Score: Raw -445295.545810 + Penalty 2683.397387 = -442612.148423
  nChanged 9
		SP:Iteration 18Q (108290.610000 sec): 3 clusters
  Score: Raw -445298.043893 + Penalty 2683.397387 = -442614.646506
  nChanged 5
		SP:Iteration 19Q (108290.800000 sec): 3 clusters
  Score: Raw -445299.605822 + Penalty 2683.397387 = -442616.208435
  nChanged 4
		SP:Iteration 20F (108290.960000 sec): 3 clusters
  Score: Raw -445300.762729 + Penalty 2683.397387 = -442617.365342
  nChanged 2
		SP:Iteration 21Q (108291.180000 sec): 3 clusters
  Score: Raw -445301.133791 + Penalty 2683.397387 = -442617.736404
  nChanged 1
		SP:Iteration 22Q (108291.400000 sec): 3 clusters
  Score: Raw -445301.357019 + Penalty 2683.397387 = -442617.959632
  nChanged 1
		SP:Iteration 23Q (108291.610000 sec): 3 clusters
  Score: Raw -445301.705735 + Penalty 2683.397387 = -442618.308348
  nChanged 0
		SP:Iteration 24F (108291.780000 sec): 3 clusters
  Score: Raw -445301.705735 + Penalty 2683.397387 = -442618.308348
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 37 (809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108291.850000 sec): 2 clusters
  Score: Raw -90746.038901 + Penalty 1088.067324 = -89657.971577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108292.030000 sec): 3 clusters
  Score: Raw -90553.716613 + Penalty 2176.134648 = -88377.581965
  nChanged 228
		SP:Iteration 1F (108292.190000 sec): 3 clusters
  Score: Raw -90789.576678 + Penalty 2176.134648 = -88613.442030
  nChanged 58
		SP:Iteration 2F (108292.370000 sec): 3 clusters
  Score: Raw -90854.652596 + Penalty 2176.134648 = -88678.517948
  nChanged 28
		SP:Iteration 3Q (108292.560000 sec): 3 clusters
  Score: Raw -90894.749636 + Penalty 2176.134648 = -88718.614988
  nChanged 28
		SP:Iteration 4Q (108292.730000 sec): 3 clusters
  Score: Raw -90932.282254 + Penalty 2176.134648 = -88756.147606
  nChanged 16
		SP:Iteration 5Q (108292.930000 sec): 3 clusters
  Score: Raw -90957.958777 + Penalty 2176.134648 = -88781.824129
  nChanged 21
		SP:Iteration 6Q (108293.080000 sec): 3 clusters
  Score: Raw -91001.750028 + Penalty 2176.134648 = -88825.615380
  nChanged 17
		SP:Iteration 7Q (108293.290000 sec): 3 clusters
  Score: Raw -91039.773810 + Penalty 2176.134648 = -88863.639162
  nChanged 22
		SP:Iteration 8Q (108293.450000 sec): 3 clusters
  Score: Raw -91081.064745 + Penalty 2176.134648 = -88904.930097
  nChanged 15
		SP:Iteration 9Q (108293.590000 sec): 3 clusters
  Score: Raw -91119.634025 + Penalty 2176.134648 = -88943.499377
  nChanged 19
		SP:Iteration 10Q (108293.770000 sec): 3 clusters
  Score: Raw -91175.641702 + Penalty 2176.134648 = -88999.507054
  nChanged 21
		SP:Iteration 11Q (108293.960000 sec): 3 clusters
  Score: Raw -91220.368381 + Penalty 2176.134648 = -89044.233733
  nChanged 17
		SP:Iteration 12Q (108294.120000 sec): 3 clusters
  Score: Raw -91251.898269 + Penalty 2176.134648 = -89075.763621
  nChanged 15
		SP:Iteration 13Q (108294.280000 sec): 3 clusters
  Score: Raw -91275.575812 + Penalty 2176.134648 = -89099.441164
  nChanged 14
		SP:Iteration 14Q (108294.450000 sec): 3 clusters
  Score: Raw -91305.191729 + Penalty 2176.134648 = -89129.057081
  nChanged 14
		SP:Iteration 15Q (108294.600000 sec): 3 clusters
  Score: Raw -91334.788634 + Penalty 2176.134648 = -89158.653986
  nChanged 17
		SP:Iteration 16Q (108294.780000 sec): 3 clusters
  Score: Raw -91364.609556 + Penalty 2176.134648 = -89188.474908
  nChanged 16
		SP:Iteration 17Q (108294.950000 sec): 3 clusters
  Score: Raw -91394.821540 + Penalty 2176.134648 = -89218.686892
  nChanged 13
		SP:Iteration 18Q (108295.140000 sec): 3 clusters
  Score: Raw -91415.712622 + Penalty 2176.134648 = -89239.577974
  nChanged 6
		SP:Iteration 19Q (108295.310000 sec): 3 clusters
  Score: Raw -91423.303449 + Penalty 2176.134648 = -89247.168801
  nChanged 6
		SP:Iteration 20F (108295.520000 sec): 3 clusters
  Score: Raw -91430.041808 + Penalty 2176.134648 = -89253.907160
  nChanged 5
		SP:Iteration 21Q (108295.690000 sec): 3 clusters
  Score: Raw -91440.515081 + Penalty 2176.134648 = -89264.380433
  nChanged 8
		SP:Iteration 22Q (108295.850000 sec): 3 clusters
  Score: Raw -91455.171655 + Penalty 2176.134648 = -89279.037007
  nChanged 13
		SP:Iteration 23Q (108296.030000 sec): 3 clusters
  Score: Raw -91476.816517 + Penalty 2176.134648 = -89300.681869
  nChanged 11
		SP:Iteration 24Q (108296.170000 sec): 3 clusters
  Score: Raw -91513.877700 + Penalty 2176.134648 = -89337.743052
  nChanged 9
		SP:Iteration 25Q (108296.310000 sec): 3 clusters
  Score: Raw -91530.492781 + Penalty 2176.134648 = -89354.358133
  nChanged 2
		SP:Iteration 26Q (108296.490000 sec): 3 clusters
  Score: Raw -91536.077242 + Penalty 2176.134648 = -89359.942594
  nChanged 2
		SP:Iteration 27Q (108296.690000 sec): 3 clusters
  Score: Raw -91539.957792 + Penalty 2176.134648 = -89363.823144
  nChanged 1
		SP:Iteration 28Q (108296.850000 sec): 3 clusters
  Score: Raw -91540.794225 + Penalty 2176.134648 = -89364.659577
  nChanged 0
		SP:Iteration 29F (108297.010000 sec): 3 clusters
  Score: Raw -91540.794225 + Penalty 2176.134648 = -89364.659577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 38 (1057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108297.130000 sec): 2 clusters
  Score: Raw -121241.706645 + Penalty 1131.518373 = -120110.188272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108297.250000 sec): 3 clusters
  Score: Raw -120858.952344 + Penalty 2263.036745 = -118595.915598
  nChanged 328
		SP:Iteration 1F (108297.410000 sec): 3 clusters
  Score: Raw -121140.419167 + Penalty 2263.036745 = -118877.382422
  nChanged 100
		SP:Iteration 2F (108297.630000 sec): 3 clusters
  Score: Raw -121243.937477 + Penalty 2263.036745 = -118980.900732
  nChanged 44
		SP:Iteration 3Q (108297.770000 sec): 3 clusters
  Score: Raw -121294.265413 + Penalty 2263.036745 = -119031.228668
  nChanged 32
		SP:Iteration 4Q (108297.950000 sec): 3 clusters
  Score: Raw -121328.562310 + Penalty 2263.036745 = -119065.525564
  nChanged 23
		SP:Iteration 5Q (108298.130000 sec): 3 clusters
  Score: Raw -121352.088808 + Penalty 2263.036745 = -119089.052062
  nChanged 19
		SP:Iteration 6Q (108298.300000 sec): 3 clusters
  Score: Raw -121373.327674 + Penalty 2263.036745 = -119110.290928
  nChanged 19
		SP:Iteration 7Q (108298.490000 sec): 3 clusters
  Score: Raw -121389.688712 + Penalty 2263.036745 = -119126.651966
  nChanged 12
		SP:Iteration 8Q (108298.650000 sec): 3 clusters
  Score: Raw -121400.782643 + Penalty 2263.036745 = -119137.745897
  nChanged 9
		SP:Iteration 9Q (108298.860000 sec): 3 clusters
  Score: Raw -121409.204356 + Penalty 2263.036745 = -119146.167611
  nChanged 10
		SP:Iteration 10Q (108299.030000 sec): 3 clusters
  Score: Raw -121416.770388 + Penalty 2263.036745 = -119153.733643
  nChanged 5
		SP:Iteration 11Q (108299.200000 sec): 3 clusters
  Score: Raw -121419.910786 + Penalty 2263.036745 = -119156.874041
  nChanged 5
		SP:Iteration 12Q (108299.370000 sec): 3 clusters
  Score: Raw -121423.065793 + Penalty 2263.036745 = -119160.029048
  nChanged 0
		SP:Iteration 13F (108299.530000 sec): 3 clusters
  Score: Raw -121423.065793 + Penalty 2263.036745 = -119160.029048
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 39 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108299.620000 sec): 2 clusters
  Score: Raw -21337.928953 + Penalty 870.445270 = -20467.483684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108299.780000 sec): 3 clusters
  Score: Raw -21464.563739 + Penalty 1740.890539 = -19723.673200
  nChanged 34
		SP:Iteration 1F (108299.940000 sec): 3 clusters
  Score: Raw -21582.621794 + Penalty 1740.890539 = -19841.731255
  nChanged 10
		SP:Iteration 2Q (108300.110000 sec): 3 clusters
  Score: Raw -21626.050715 + Penalty 1740.890539 = -19885.160175
  nChanged 2
		SP:Iteration 3Q (108300.330000 sec): 3 clusters
  Score: Raw -21635.992691 + Penalty 1740.890539 = -19895.102152
  nChanged 2
		SP:Iteration 4Q (108300.470000 sec): 3 clusters
  Score: Raw -21639.417336 + Penalty 1740.890539 = -19898.526796
  nChanged 0
		SP:Iteration 5F (108300.660000 sec): 3 clusters
  Score: Raw -21639.417336 + Penalty 1740.890539 = -19898.526796
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 40 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108300.760000 sec): 2 clusters
  Score: Raw -21157.160317 + Penalty 841.124332 = -20316.035986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108300.980000 sec): 3 clusters
  Score: Raw -21364.834080 + Penalty 1682.248663 = -19682.585417
  nChanged 36
		SP:Iteration 1F (108301.130000 sec): 3 clusters
  Score: Raw -21507.383524 + Penalty 1682.248663 = -19825.134861
  nChanged 8
		SP:Iteration 2Q (108301.260000 sec): 3 clusters
  Score: Raw -21526.793298 + Penalty 1682.248663 = -19844.544635
  nChanged 2
		SP:Iteration 3Q (108301.430000 sec): 3 clusters
  Score: Raw -21533.176478 + Penalty 1682.248663 = -19850.927815
  nChanged 0
		SP:Iteration 4F (108301.620000 sec): 3 clusters
  Score: Raw -21533.176478 + Penalty 1682.248663 = -19850.927815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 41 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108301.680000 sec): 2 clusters
  Score: Raw -319790.379569 + Penalty 1289.881413 = -318500.498155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108301.880000 sec): 3 clusters
  Score: Raw -318494.304776 + Penalty 2579.762827 = -315914.541949
  nChanged 1060
		SP:Iteration 1F (108302.040000 sec): 3 clusters
  Score: Raw -319187.336180 + Penalty 2579.762827 = -316607.573353
  nChanged 204
		SP:Iteration 2F (108302.170000 sec): 3 clusters
  Score: Raw -319334.989706 + Penalty 2579.762827 = -316755.226879
  nChanged 140
		SP:Iteration 3Q (108302.340000 sec): 3 clusters
  Score: Raw -319431.519623 + Penalty 2579.762827 = -316851.756796
  nChanged 103
		SP:Iteration 4Q (108302.510000 sec): 3 clusters
  Score: Raw -319498.132719 + Penalty 2579.762827 = -316918.369892
  nChanged 80
		SP:Iteration 5Q (108302.680000 sec): 3 clusters
  Score: Raw -319549.986174 + Penalty 2579.762827 = -316970.223347
  nChanged 93
		SP:Iteration 6Q (108302.880000 sec): 3 clusters
  Score: Raw -319613.710616 + Penalty 2579.762827 = -317033.947789
  nChanged 78
		SP:Iteration 7Q (108303.060000 sec): 3 clusters
  Score: Raw -319663.384314 + Penalty 2579.762827 = -317083.621487
  nChanged 68
		SP:Iteration 8Q (108303.240000 sec): 3 clusters
  Score: Raw -319709.028546 + Penalty 2579.762827 = -317129.265719
  nChanged 76
		SP:Iteration 9Q (108303.450000 sec): 3 clusters
  Score: Raw -319762.620090 + Penalty 2579.762827 = -317182.857263
  nChanged 80
		SP:Iteration 10Q (108303.580000 sec): 3 clusters
  Score: Raw -319825.428129 + Penalty 2579.762827 = -317245.665302
  nChanged 73
		SP:Iteration 11Q (108303.780000 sec): 3 clusters
  Score: Raw -319876.210148 + Penalty 2579.762827 = -317296.447321
  nChanged 62
		SP:Iteration 12Q (108303.940000 sec): 3 clusters
  Score: Raw -319917.829477 + Penalty 2579.762827 = -317338.066651
  nChanged 51
		SP:Iteration 13Q (108304.100000 sec): 3 clusters
  Score: Raw -319944.873090 + Penalty 2579.762827 = -317365.110263
  nChanged 41
		SP:Iteration 14Q (108304.280000 sec): 3 clusters
  Score: Raw -319968.718171 + Penalty 2579.762827 = -317388.955344
  nChanged 38
		SP:Iteration 15Q (108304.450000 sec): 3 clusters
  Score: Raw -319989.115783 + Penalty 2579.762827 = -317409.352956
  nChanged 27
		SP:Iteration 16Q (108304.620000 sec): 3 clusters
  Score: Raw -319999.084143 + Penalty 2579.762827 = -317419.321317
  nChanged 9
		SP:Iteration 17Q (108304.810000 sec): 3 clusters
  Score: Raw -320002.284080 + Penalty 2579.762827 = -317422.521253
  nChanged 12
		SP:Iteration 18Q (108304.950000 sec): 3 clusters
  Score: Raw -320005.915774 + Penalty 2579.762827 = -317426.152947
  nChanged 8
		SP:Iteration 19Q (108305.120000 sec): 3 clusters
  Score: Raw -320008.720343 + Penalty 2579.762827 = -317428.957516
  nChanged 6
		SP:Iteration 20F (108305.340000 sec): 3 clusters
  Score: Raw -320011.158031 + Penalty 2579.762827 = -317431.395204
  nChanged 4
		SP:Iteration 21Q (108305.500000 sec): 3 clusters
  Score: Raw -320012.799804 + Penalty 2579.762827 = -317433.036977
  nChanged 5
		SP:Iteration 22Q (108305.690000 sec): 3 clusters
  Score: Raw -320014.297661 + Penalty 2579.762827 = -317434.534834
  nChanged 4
		SP:Iteration 23Q (108305.860000 sec): 3 clusters
  Score: Raw -320015.944298 + Penalty 2579.762827 = -317436.181471
  nChanged 4
		SP:Iteration 24Q (108306.010000 sec): 3 clusters
  Score: Raw -320017.171540 + Penalty 2579.762827 = -317437.408713
  nChanged 4
		SP:Iteration 25Q (108306.180000 sec): 3 clusters
  Score: Raw -320018.838766 + Penalty 2579.762827 = -317439.075940
  nChanged 6
		SP:Iteration 26Q (108306.380000 sec): 3 clusters
  Score: Raw -320021.017128 + Penalty 2579.762827 = -317441.254301
  nChanged 3
		SP:Iteration 27Q (108306.520000 sec): 3 clusters
  Score: Raw -320021.610969 + Penalty 2579.762827 = -317441.848142
  nChanged 1
		SP:Iteration 28Q (108306.700000 sec): 3 clusters
  Score: Raw -320021.848326 + Penalty 2579.762827 = -317442.085499
  nChanged 2
		SP:Iteration 29Q (108306.880000 sec): 3 clusters
  Score: Raw -320022.818926 + Penalty 2579.762827 = -317443.056099
  nChanged 4
		SP:Iteration 30Q (108307.040000 sec): 3 clusters
  Score: Raw -320024.955019 + Penalty 2579.762827 = -317445.192192
  nChanged 6
		SP:Iteration 31Q (108307.230000 sec): 3 clusters
  Score: Raw -320027.390969 + Penalty 2579.762827 = -317447.628142
  nChanged 3
		SP:Iteration 32Q (108307.390000 sec): 3 clusters
  Score: Raw -320028.140243 + Penalty 2579.762827 = -317448.377416
  nChanged 1
		SP:Iteration 33Q (108307.590000 sec): 3 clusters
  Score: Raw -320028.577031 + Penalty 2579.762827 = -317448.814204
  nChanged 0
		SP:Iteration 34F (108307.760000 sec): 3 clusters
  Score: Raw -320028.577031 + Penalty 2579.762827 = -317448.814204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 42 (50356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108308.180000 sec): 2 clusters
  Score: Raw -6241771.908049 + Penalty 1759.366872 = -6240012.541177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108308.600000 sec): 3 clusters
  Score: Raw -6209907.835788 + Penalty 3518.733743 = -6206389.102044
  nChanged 23449
		SP:Iteration 1F (108309.000000 sec): 3 clusters
  Score: Raw -6223231.053720 + Penalty 3518.733743 = -6219712.319977
  nChanged 1983
		SP:Iteration 2Q (108309.400000 sec): 3 clusters
  Score: Raw -6223863.618416 + Penalty 3518.733743 = -6220344.884673
  nChanged 2339
		SP:Iteration 3Q (108309.780000 sec): 3 clusters
  Score: Raw -6224824.846519 + Penalty 3518.733743 = -6221306.112776
  nChanged 2971
		SP:Iteration 4F (108310.170000 sec): 3 clusters
  Score: Raw -6226515.606126 + Penalty 3518.733743 = -6222996.872383
  nChanged 3761
		SP:Iteration 5F (108310.570000 sec): 3 clusters
  Score: Raw -6229233.412582 + Penalty 3518.733743 = -6225714.678838
  nChanged 4212
		SP:Iteration 6F (108310.990000 sec): 3 clusters
  Score: Raw -6232937.854554 + Penalty 3518.733743 = -6229419.120811
  nChanged 4019
		SP:Iteration 7F (108311.390000 sec): 3 clusters
  Score: Raw -6236853.027534 + Penalty 3518.733743 = -6233334.293791
  nChanged 2726
		SP:Iteration 8F (108311.820000 sec): 3 clusters
  Score: Raw -6239551.973111 + Penalty 3518.733743 = -6236033.239367
  nChanged 1446
		SP:Iteration 9Q (108312.240000 sec): 3 clusters
  Score: Raw -6240926.247548 + Penalty 3518.733743 = -6237407.513805
  nChanged 615
		SP:Iteration 10Q (108312.610000 sec): 3 clusters
  Score: Raw -6241524.251105 + Penalty 3518.733743 = -6238005.517361
  nChanged 249
		SP:Iteration 11Q (108312.980000 sec): 3 clusters
  Score: Raw -6241774.865155 + Penalty 3518.733743 = -6238256.131412
  nChanged 111
		SP:Iteration 12Q (108313.350000 sec): 3 clusters
  Score: Raw -6241888.803183 + Penalty 3518.733743 = -6238370.069440
  nChanged 67
		SP:Iteration 13Q (108313.720000 sec): 3 clusters
  Score: Raw -6241952.581678 + Penalty 3518.733743 = -6238433.847935
  nChanged 41
		SP:Iteration 14Q (108314.080000 sec): 3 clusters
  Score: Raw -6242000.942731 + Penalty 3518.733743 = -6238482.208988
  nChanged 37
		SP:Iteration 15Q (108314.460000 sec): 3 clusters
  Score: Raw -6242039.810214 + Penalty 3518.733743 = -6238521.076470
  nChanged 24
		SP:Iteration 16Q (108314.830000 sec): 3 clusters
  Score: Raw -6242061.314274 + Penalty 3518.733743 = -6238542.580530
  nChanged 18
		SP:Iteration 17Q (108315.210000 sec): 3 clusters
  Score: Raw -6242079.249106 + Penalty 3518.733743 = -6238560.515363
  nChanged 13
		SP:Iteration 18Q (108315.600000 sec): 3 clusters
  Score: Raw -6242089.747988 + Penalty 3518.733743 = -6238571.014244
  nChanged 12
		SP:Iteration 19Q (108316.040000 sec): 3 clusters
  Score: Raw -6242099.693354 + Penalty 3518.733743 = -6238580.959611
  nChanged 8
		SP:Iteration 20F (108316.460000 sec): 3 clusters
  Score: Raw -6242106.406598 + Penalty 3518.733743 = -6238587.672855
  nChanged 8
		SP:Iteration 21Q (108316.860000 sec): 3 clusters
  Score: Raw -6242115.412632 + Penalty 3518.733743 = -6238596.678888
  nChanged 10
		SP:Iteration 22Q (108317.220000 sec): 3 clusters
  Score: Raw -6242123.832120 + Penalty 3518.733743 = -6238605.098377
  nChanged 4
		SP:Iteration 23Q (108317.600000 sec): 3 clusters
  Score: Raw -6242129.411456 + Penalty 3518.733743 = -6238610.677712
  nChanged 6
		SP:Iteration 24Q (108317.990000 sec): 3 clusters
  Score: Raw -6242132.657719 + Penalty 3518.733743 = -6238613.923976
  nChanged 1
		SP:Iteration 25Q (108318.360000 sec): 3 clusters
  Score: Raw -6242133.328389 + Penalty 3518.733743 = -6238614.594646
  nChanged 2
		SP:Iteration 26Q (108318.720000 sec): 3 clusters
  Score: Raw -6242136.344822 + Penalty 3518.733743 = -6238617.611079
  nChanged 1
		SP:Iteration 27Q (108319.100000 sec): 3 clusters
  Score: Raw -6242137.191486 + Penalty 3518.733743 = -6238618.457743
  nChanged 1
		SP:Iteration 28Q (108319.520000 sec): 3 clusters
  Score: Raw -6242138.246569 + Penalty 3518.733743 = -6238619.512825
  nChanged 4
		SP:Iteration 29Q (108319.930000 sec): 3 clusters
  Score: Raw -6242142.265726 + Penalty 3518.733743 = -6238623.531982
  nChanged 5
		SP:Iteration 30Q (108320.320000 sec): 3 clusters
  Score: Raw -6242145.925789 + Penalty 3518.733743 = -6238627.192045
  nChanged 3
		SP:Iteration 31Q (108320.730000 sec): 3 clusters
  Score: Raw -6242148.027453 + Penalty 3518.733743 = -6238629.293710
  nChanged 0
		SP:Iteration 32F (108321.100000 sec): 3 clusters
  Score: Raw -6242148.027453 + Penalty 3518.733743 = -6238629.293710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 43 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108321.240000 sec): 2 clusters
  Score: Raw -192567.370903 + Penalty 1205.454384 = -191361.916519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108321.370000 sec): 3 clusters
  Score: Raw -191921.293583 + Penalty 2410.908767 = -189510.384816
  nChanged 562
		SP:Iteration 1F (108321.540000 sec): 3 clusters
  Score: Raw -192350.432387 + Penalty 2410.908767 = -189939.523620
  nChanged 128
		SP:Iteration 2F (108321.730000 sec): 3 clusters
  Score: Raw -192458.964515 + Penalty 2410.908767 = -190048.055748
  nChanged 81
		SP:Iteration 3Q (108321.920000 sec): 3 clusters
  Score: Raw -192521.889483 + Penalty 2410.908767 = -190110.980715
  nChanged 56
		SP:Iteration 4Q (108322.100000 sec): 3 clusters
  Score: Raw -192567.661827 + Penalty 2410.908767 = -190156.753060
  nChanged 51
		SP:Iteration 5Q (108322.280000 sec): 3 clusters
  Score: Raw -192604.075354 + Penalty 2410.908767 = -190193.166587
  nChanged 36
		SP:Iteration 6Q (108322.450000 sec): 3 clusters
  Score: Raw -192634.629576 + Penalty 2410.908767 = -190223.720809
  nChanged 26
		SP:Iteration 7Q (108322.620000 sec): 3 clusters
  Score: Raw -192648.935835 + Penalty 2410.908767 = -190238.027067
  nChanged 23
		SP:Iteration 8Q (108322.820000 sec): 3 clusters
  Score: Raw -192665.503161 + Penalty 2410.908767 = -190254.594393
  nChanged 19
		SP:Iteration 9Q (108323.020000 sec): 3 clusters
  Score: Raw -192680.802480 + Penalty 2410.908767 = -190269.893713
  nChanged 23
		SP:Iteration 10Q (108323.160000 sec): 3 clusters
  Score: Raw -192701.721056 + Penalty 2410.908767 = -190290.812289
  nChanged 25
		SP:Iteration 11Q (108323.320000 sec): 3 clusters
  Score: Raw -192720.947337 + Penalty 2410.908767 = -190310.038569
  nChanged 14
		SP:Iteration 12Q (108323.510000 sec): 3 clusters
  Score: Raw -192731.538312 + Penalty 2410.908767 = -190320.629545
  nChanged 12
		SP:Iteration 13Q (108323.680000 sec): 3 clusters
  Score: Raw -192741.046919 + Penalty 2410.908767 = -190330.138152
  nChanged 15
		SP:Iteration 14Q (108323.840000 sec): 3 clusters
  Score: Raw -192751.136157 + Penalty 2410.908767 = -190340.227389
  nChanged 12
		SP:Iteration 15Q (108323.990000 sec): 3 clusters
  Score: Raw -192758.810274 + Penalty 2410.908767 = -190347.901506
  nChanged 7
		SP:Iteration 16Q (108324.190000 sec): 3 clusters
  Score: Raw -192764.067133 + Penalty 2410.908767 = -190353.158366
  nChanged 6
		SP:Iteration 17Q (108324.380000 sec): 3 clusters
  Score: Raw -192768.831675 + Penalty 2410.908767 = -190357.922908
  nChanged 6
		SP:Iteration 18Q (108324.560000 sec): 3 clusters
  Score: Raw -192774.757428 + Penalty 2410.908767 = -190363.848661
  nChanged 9
		SP:Iteration 19Q (108324.750000 sec): 3 clusters
  Score: Raw -192780.226763 + Penalty 2410.908767 = -190369.317995
  nChanged 5
		SP:Iteration 20F (108324.970000 sec): 3 clusters
  Score: Raw -192784.489131 + Penalty 2410.908767 = -190373.580364
  nChanged 7
		SP:Iteration 21Q (108325.120000 sec): 3 clusters
  Score: Raw -192789.992354 + Penalty 2410.908767 = -190379.083587
  nChanged 9
		SP:Iteration 22Q (108325.230000 sec): 3 clusters
  Score: Raw -192793.440379 + Penalty 2410.908767 = -190382.531611
  nChanged 5
		SP:Iteration 23Q (108325.420000 sec): 3 clusters
  Score: Raw -192798.440786 + Penalty 2410.908767 = -190387.532019
  nChanged 8
		SP:Iteration 24Q (108325.620000 sec): 3 clusters
  Score: Raw -192805.759212 + Penalty 2410.908767 = -190394.850444
  nChanged 10
		SP:Iteration 25Q (108325.810000 sec): 3 clusters
  Score: Raw -192814.720535 + Penalty 2410.908767 = -190403.811768
  nChanged 10
		SP:Iteration 26Q (108325.950000 sec): 3 clusters
  Score: Raw -192826.093966 + Penalty 2410.908767 = -190415.185198
  nChanged 15
		SP:Iteration 27Q (108326.110000 sec): 3 clusters
  Score: Raw -192835.789216 + Penalty 2410.908767 = -190424.880449
  nChanged 12
		SP:Iteration 28Q (108326.260000 sec): 3 clusters
  Score: Raw -192844.588373 + Penalty 2410.908767 = -190433.679606
  nChanged 14
		SP:Iteration 29Q (108326.450000 sec): 3 clusters
  Score: Raw -192856.814298 + Penalty 2410.908767 = -190445.905531
  nChanged 12
		SP:Iteration 30Q (108326.640000 sec): 3 clusters
  Score: Raw -192867.211116 + Penalty 2410.908767 = -190456.302348
  nChanged 16
		SP:Iteration 31Q (108326.810000 sec): 3 clusters
  Score: Raw -192879.508958 + Penalty 2410.908767 = -190468.600191
  nChanged 12
		SP:Iteration 32Q (108326.990000 sec): 3 clusters
  Score: Raw -192888.692382 + Penalty 2410.908767 = -190477.783615
  nChanged 10
		SP:Iteration 33Q (108327.180000 sec): 3 clusters
  Score: Raw -192897.118761 + Penalty 2410.908767 = -190486.209994
  nChanged 7
		SP:Iteration 34Q (108327.360000 sec): 3 clusters
  Score: Raw -192901.183647 + Penalty 2410.908767 = -190490.274879
  nChanged 6
		SP:Iteration 35Q (108327.520000 sec): 3 clusters
  Score: Raw -192904.084408 + Penalty 2410.908767 = -190493.175640
  nChanged 4
		SP:Iteration 36Q (108327.700000 sec): 3 clusters
  Score: Raw -192906.468063 + Penalty 2410.908767 = -190495.559296
  nChanged 4
		SP:Iteration 37Q (108327.880000 sec): 3 clusters
  Score: Raw -192908.350660 + Penalty 2410.908767 = -190497.441893
  nChanged 5
		SP:Iteration 38Q (108328.060000 sec): 3 clusters
  Score: Raw -192912.359728 + Penalty 2410.908767 = -190501.450960
  nChanged 8
		SP:Iteration 39Q (108328.270000 sec): 3 clusters
  Score: Raw -192920.041091 + Penalty 2410.908767 = -190509.132324
  nChanged 8
		SP:Iteration 40F (108328.430000 sec): 3 clusters
  Score: Raw -192927.588192 + Penalty 2410.908767 = -190516.679424
  nChanged 8
		SP:Iteration 41Q (108328.600000 sec): 3 clusters
  Score: Raw -192935.350972 + Penalty 2410.908767 = -190524.442205
  nChanged 6
		SP:Iteration 42Q (108328.800000 sec): 3 clusters
  Score: Raw -192941.438102 + Penalty 2410.908767 = -190530.529334
  nChanged 6
		SP:Iteration 43Q (108328.980000 sec): 3 clusters
  Score: Raw -192945.363606 + Penalty 2410.908767 = -190534.454839
  nChanged 5
		SP:Iteration 44Q (108329.140000 sec): 3 clusters
  Score: Raw -192949.169206 + Penalty 2410.908767 = -190538.260439
  nChanged 5
		SP:Iteration 45Q (108329.360000 sec): 3 clusters
  Score: Raw -192951.881058 + Penalty 2410.908767 = -190540.972291
  nChanged 4
		SP:Iteration 46Q (108329.530000 sec): 3 clusters
  Score: Raw -192955.172205 + Penalty 2410.908767 = -190544.263438
  nChanged 4
		SP:Iteration 47Q (108329.720000 sec): 3 clusters
  Score: Raw -192958.387094 + Penalty 2410.908767 = -190547.478326
  nChanged 2
		SP:Iteration 48Q (108329.880000 sec): 3 clusters
  Score: Raw -192959.957379 + Penalty 2410.908767 = -190549.048611
  nChanged 3
		SP:Iteration 49Q (108330.070000 sec): 3 clusters
  Score: Raw -192963.725009 + Penalty 2410.908767 = -190552.816241
  nChanged 5
		SP:Iteration 50Q (108330.220000 sec): 3 clusters
  Score: Raw -192967.514027 + Penalty 2410.908767 = -190556.605260
  nChanged 7
		SP:Iteration 51Q (108330.390000 sec): 3 clusters
  Score: Raw -192972.828712 + Penalty 2410.908767 = -190561.919944
  nChanged 6
		SP:Iteration 52Q (108330.550000 sec): 3 clusters
  Score: Raw -192978.377757 + Penalty 2410.908767 = -190567.468990
  nChanged 8
		SP:Iteration 53Q (108330.730000 sec): 3 clusters
  Score: Raw -192987.681426 + Penalty 2410.908767 = -190576.772659
  nChanged 9
		SP:Iteration 54Q (108330.900000 sec): 3 clusters
  Score: Raw -192995.638665 + Penalty 2410.908767 = -190584.729898
  nChanged 6
		SP:Iteration 55Q (108331.110000 sec): 3 clusters
  Score: Raw -192999.751678 + Penalty 2410.908767 = -190588.842911
  nChanged 4
		SP:Iteration 56Q (108331.290000 sec): 3 clusters
  Score: Raw -193003.515768 + Penalty 2410.908767 = -190592.607000
  nChanged 6
		SP:Iteration 57Q (108331.460000 sec): 3 clusters
  Score: Raw -193008.869588 + Penalty 2410.908767 = -190597.960821
  nChanged 4
		SP:Iteration 58Q (108331.610000 sec): 3 clusters
  Score: Raw -193011.855716 + Penalty 2410.908767 = -190600.946948
  nChanged 4
		SP:Iteration 59Q (108331.820000 sec): 3 clusters
  Score: Raw -193014.772425 + Penalty 2410.908767 = -190603.863658
  nChanged 9
		SP:Iteration 60F (108332.000000 sec): 3 clusters
  Score: Raw -193020.999188 + Penalty 2410.908767 = -190610.090420
  nChanged 4
		SP:Iteration 61Q (108332.120000 sec): 3 clusters
  Score: Raw -193023.663840 + Penalty 2410.908767 = -190612.755073
  nChanged 6
		SP:Iteration 62Q (108332.310000 sec): 3 clusters
  Score: Raw -193027.300969 + Penalty 2410.908767 = -190616.392201
  nChanged 4
		SP:Iteration 63Q (108332.520000 sec): 3 clusters
  Score: Raw -193029.571634 + Penalty 2410.908767 = -190618.662867
  nChanged 3
		SP:Iteration 64Q (108332.680000 sec): 3 clusters
  Score: Raw -193031.369797 + Penalty 2410.908767 = -190620.461030
  nChanged 5
		SP:Iteration 65Q (108332.830000 sec): 3 clusters
  Score: Raw -193034.397988 + Penalty 2410.908767 = -190623.489221
  nChanged 3
		SP:Iteration 66Q (108332.970000 sec): 3 clusters
  Score: Raw -193037.698827 + Penalty 2410.908767 = -190626.790060
  nChanged 3
		SP:Iteration 67Q (108333.120000 sec): 3 clusters
  Score: Raw -193039.144492 + Penalty 2410.908767 = -190628.235725
  nChanged 2
		SP:Iteration 68Q (108333.290000 sec): 3 clusters
  Score: Raw -193040.505041 + Penalty 2410.908767 = -190629.596274
  nChanged 2
		SP:Iteration 69Q (108333.470000 sec): 3 clusters
  Score: Raw -193041.466505 + Penalty 2410.908767 = -190630.557738
  nChanged 2
		SP:Iteration 70Q (108333.650000 sec): 3 clusters
  Score: Raw -193042.165754 + Penalty 2410.908767 = -190631.256987
  nChanged 1
		SP:Iteration 71Q (108333.840000 sec): 3 clusters
  Score: Raw -193042.701642 + Penalty 2410.908767 = -190631.792874
  nChanged 0
		SP:Iteration 72F (108334.060000 sec): 3 clusters
  Score: Raw -193042.701642 + Penalty 2410.908767 = -190631.792874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 44 (16992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108334.210000 sec): 2 clusters
  Score: Raw -1944610.071210 + Penalty 1582.830913 = -1943027.240298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108334.490000 sec): 3 clusters
  Score: Raw -1934504.320029 + Penalty 3165.661825 = -1931338.658203
  nChanged 7584
		SP:Iteration 1F (108334.710000 sec): 3 clusters
  Score: Raw -1939105.477012 + Penalty 3165.661825 = -1935939.815186
  nChanged 1265
		SP:Iteration 2F (108335.000000 sec): 3 clusters
  Score: Raw -1939971.085222 + Penalty 3165.661825 = -1936805.423397
  nChanged 1262
		SP:Iteration 3F (108335.200000 sec): 3 clusters
  Score: Raw -1940934.843457 + Penalty 3165.661825 = -1937769.181632
  nChanged 1292
		SP:Iteration 4F (108335.440000 sec): 3 clusters
  Score: Raw -1941909.511475 + Penalty 3165.661825 = -1938743.849650
  nChanged 1179
		SP:Iteration 5F (108335.690000 sec): 3 clusters
  Score: Raw -1942704.613962 + Penalty 3165.661825 = -1939538.952137
  nChanged 909
		SP:Iteration 6F (108335.930000 sec): 3 clusters
  Score: Raw -1943207.043684 + Penalty 3165.661825 = -1940041.381859
  nChanged 679
		SP:Iteration 7Q (108336.200000 sec): 3 clusters
  Score: Raw -1943530.799262 + Penalty 3165.661825 = -1940365.137436
  nChanged 510
		SP:Iteration 8Q (108336.470000 sec): 3 clusters
  Score: Raw -1943740.134271 + Penalty 3165.661825 = -1940574.472446
  nChanged 378
		SP:Iteration 9Q (108336.720000 sec): 3 clusters
  Score: Raw -1943889.804938 + Penalty 3165.661825 = -1940724.143113
  nChanged 311
		SP:Iteration 10Q (108336.970000 sec): 3 clusters
  Score: Raw -1944026.679675 + Penalty 3165.661825 = -1940861.017850
  nChanged 306
		SP:Iteration 11Q (108337.180000 sec): 3 clusters
  Score: Raw -1944167.057202 + Penalty 3165.661825 = -1941001.395377
  nChanged 295
		SP:Iteration 12Q (108337.440000 sec): 3 clusters
  Score: Raw -1944277.214041 + Penalty 3165.661825 = -1941111.552216
  nChanged 222
		SP:Iteration 13Q (108337.720000 sec): 3 clusters
  Score: Raw -1944368.188703 + Penalty 3165.661825 = -1941202.526878
  nChanged 197
		SP:Iteration 14Q (108337.920000 sec): 3 clusters
  Score: Raw -1944436.079445 + Penalty 3165.661825 = -1941270.417620
  nChanged 183
		SP:Iteration 15Q (108338.200000 sec): 3 clusters
  Score: Raw -1944490.208011 + Penalty 3165.661825 = -1941324.546186
  nChanged 153
		SP:Iteration 16Q (108338.410000 sec): 3 clusters
  Score: Raw -1944532.027268 + Penalty 3165.661825 = -1941366.365443
  nChanged 139
		SP:Iteration 17Q (108338.640000 sec): 3 clusters
  Score: Raw -1944570.525941 + Penalty 3165.661825 = -1941404.864115
  nChanged 118
		SP:Iteration 18Q (108338.920000 sec): 3 clusters
  Score: Raw -1944599.529326 + Penalty 3165.661825 = -1941433.867501
  nChanged 107
		SP:Iteration 19Q (108339.160000 sec): 3 clusters
  Score: Raw -1944623.080952 + Penalty 3165.661825 = -1941457.419127
  nChanged 96
		SP:Iteration 20F (108339.400000 sec): 3 clusters
  Score: Raw -1944643.751316 + Penalty 3165.661825 = -1941478.089491
  nChanged 106
		SP:Iteration 21Q (108339.630000 sec): 3 clusters
  Score: Raw -1944665.131612 + Penalty 3165.661825 = -1941499.469787
  nChanged 103
		SP:Iteration 22Q (108339.920000 sec): 3 clusters
  Score: Raw -1944691.306147 + Penalty 3165.661825 = -1941525.644322
  nChanged 99
		SP:Iteration 23Q (108340.140000 sec): 3 clusters
  Score: Raw -1944715.288159 + Penalty 3165.661825 = -1941549.626334
  nChanged 101
		SP:Iteration 24Q (108340.430000 sec): 3 clusters
  Score: Raw -1944738.254370 + Penalty 3165.661825 = -1941572.592545
  nChanged 90
		SP:Iteration 25Q (108340.710000 sec): 3 clusters
  Score: Raw -1944760.364272 + Penalty 3165.661825 = -1941594.702447
  nChanged 98
		SP:Iteration 26Q (108340.940000 sec): 3 clusters
  Score: Raw -1944781.544844 + Penalty 3165.661825 = -1941615.883018
  nChanged 86
		SP:Iteration 27Q (108341.210000 sec): 3 clusters
  Score: Raw -1944800.722334 + Penalty 3165.661825 = -1941635.060509
  nChanged 78
		SP:Iteration 28Q (108341.510000 sec): 3 clusters
  Score: Raw -1944819.025491 + Penalty 3165.661825 = -1941653.363666
  nChanged 68
		SP:Iteration 29Q (108341.720000 sec): 3 clusters
  Score: Raw -1944830.509725 + Penalty 3165.661825 = -1941664.847900
  nChanged 57
		SP:Iteration 30Q (108342.020000 sec): 3 clusters
  Score: Raw -1944843.277799 + Penalty 3165.661825 = -1941677.615973
  nChanged 47
		SP:Iteration 31Q (108342.250000 sec): 3 clusters
  Score: Raw -1944853.266597 + Penalty 3165.661825 = -1941687.604772
  nChanged 52
		SP:Iteration 32Q (108342.530000 sec): 3 clusters
  Score: Raw -1944863.687469 + Penalty 3165.661825 = -1941698.025644
  nChanged 48
		SP:Iteration 33Q (108342.750000 sec): 3 clusters
  Score: Raw -1944870.407542 + Penalty 3165.661825 = -1941704.745717
  nChanged 45
		SP:Iteration 34Q (108343.060000 sec): 3 clusters
  Score: Raw -1944878.533875 + Penalty 3165.661825 = -1941712.872050
  nChanged 49
		SP:Iteration 35Q (108343.320000 sec): 3 clusters
  Score: Raw -1944888.957534 + Penalty 3165.661825 = -1941723.295709
  nChanged 46
		SP:Iteration 36Q (108343.570000 sec): 3 clusters
  Score: Raw -1944898.738793 + Penalty 3165.661825 = -1941733.076968
  nChanged 50
		SP:Iteration 37Q (108343.800000 sec): 3 clusters
  Score: Raw -1944910.469957 + Penalty 3165.661825 = -1941744.808131
  nChanged 49
		SP:Iteration 38Q (108344.070000 sec): 3 clusters
  Score: Raw -1944920.175652 + Penalty 3165.661825 = -1941754.513826
  nChanged 58
		SP:Iteration 39Q (108344.370000 sec): 3 clusters
  Score: Raw -1944932.464824 + Penalty 3165.661825 = -1941766.802998
  nChanged 42
		SP:Iteration 40F (108344.590000 sec): 3 clusters
  Score: Raw -1944942.155860 + Penalty 3165.661825 = -1941776.494034
  nChanged 48
		SP:Iteration 41Q (108344.840000 sec): 3 clusters
  Score: Raw -1944953.239770 + Penalty 3165.661825 = -1941787.577945
  nChanged 56
		SP:Iteration 42Q (108345.070000 sec): 3 clusters
  Score: Raw -1944966.845084 + Penalty 3165.661825 = -1941801.183259
  nChanged 53
		SP:Iteration 43Q (108345.370000 sec): 3 clusters
  Score: Raw -1944981.858265 + Penalty 3165.661825 = -1941816.196439
  nChanged 65
		SP:Iteration 44Q (108345.590000 sec): 3 clusters
  Score: Raw -1945007.658522 + Penalty 3165.661825 = -1941841.996697
  nChanged 76
		SP:Iteration 45Q (108345.830000 sec): 3 clusters
  Score: Raw -1945041.856990 + Penalty 3165.661825 = -1941876.195164
  nChanged 103
		SP:Iteration 46Q (108346.100000 sec): 3 clusters
  Score: Raw -1945100.154206 + Penalty 3165.661825 = -1941934.492381
  nChanged 110
		SP:Iteration 47Q (108346.330000 sec): 3 clusters
  Score: Raw -1945161.433310 + Penalty 3165.661825 = -1941995.771485
  nChanged 120
		SP:Iteration 48Q (108346.590000 sec): 3 clusters
  Score: Raw -1945223.249544 + Penalty 3165.661825 = -1942057.587718
  nChanged 110
		SP:Iteration 49Q (108346.840000 sec): 3 clusters
  Score: Raw -1945274.360946 + Penalty 3165.661825 = -1942108.699121
  nChanged 91
		SP:Iteration 50Q (108347.070000 sec): 3 clusters
  Score: Raw -1945314.920896 + Penalty 3165.661825 = -1942149.259070
  nChanged 84
		SP:Iteration 51Q (108347.330000 sec): 3 clusters
  Score: Raw -1945347.845959 + Penalty 3165.661825 = -1942182.184133
  nChanged 90
		SP:Iteration 52Q (108347.570000 sec): 3 clusters
  Score: Raw -1945385.031773 + Penalty 3165.661825 = -1942219.369948
  nChanged 66
		SP:Iteration 53Q (108347.860000 sec): 3 clusters
  Score: Raw -1945410.324418 + Penalty 3165.661825 = -1942244.662592
  nChanged 53
		SP:Iteration 54Q (108348.070000 sec): 3 clusters
  Score: Raw -1945427.519648 + Penalty 3165.661825 = -1942261.857823
  nChanged 46
		SP:Iteration 55Q (108348.270000 sec): 3 clusters
  Score: Raw -1945442.253478 + Penalty 3165.661825 = -1942276.591653
  nChanged 47
		SP:Iteration 56Q (108348.520000 sec): 3 clusters
  Score: Raw -1945457.998925 + Penalty 3165.661825 = -1942292.337099
  nChanged 29
		SP:Iteration 57Q (108348.790000 sec): 3 clusters
  Score: Raw -1945468.548178 + Penalty 3165.661825 = -1942302.886353
  nChanged 24
		SP:Iteration 58Q (108349.030000 sec): 3 clusters
  Score: Raw -1945476.749742 + Penalty 3165.661825 = -1942311.087917
  nChanged 22
		SP:Iteration 59Q (108349.290000 sec): 3 clusters
  Score: Raw -1945482.818256 + Penalty 3165.661825 = -1942317.156430
  nChanged 21
		SP:Iteration 60F (108349.550000 sec): 3 clusters
  Score: Raw -1945487.161483 + Penalty 3165.661825 = -1942321.499657
  nChanged 21
		SP:Iteration 61Q (108349.820000 sec): 3 clusters
  Score: Raw -1945491.196210 + Penalty 3165.661825 = -1942325.534384
  nChanged 15
		SP:Iteration 62Q (108350.080000 sec): 3 clusters
  Score: Raw -1945494.937602 + Penalty 3165.661825 = -1942329.275777
  nChanged 18
		SP:Iteration 63Q (108350.310000 sec): 3 clusters
  Score: Raw -1945499.556241 + Penalty 3165.661825 = -1942333.894415
  nChanged 10
		SP:Iteration 64Q (108350.580000 sec): 3 clusters
  Score: Raw -1945502.515327 + Penalty 3165.661825 = -1942336.853502
  nChanged 14
		SP:Iteration 65Q (108350.820000 sec): 3 clusters
  Score: Raw -1945506.392897 + Penalty 3165.661825 = -1942340.731072
  nChanged 16
		SP:Iteration 66Q (108351.070000 sec): 3 clusters
  Score: Raw -1945509.656721 + Penalty 3165.661825 = -1942343.994896
  nChanged 12
		SP:Iteration 67Q (108351.350000 sec): 3 clusters
  Score: Raw -1945512.398917 + Penalty 3165.661825 = -1942346.737092
  nChanged 14
		SP:Iteration 68Q (108351.590000 sec): 3 clusters
  Score: Raw -1945515.015301 + Penalty 3165.661825 = -1942349.353476
  nChanged 10
		SP:Iteration 69Q (108351.850000 sec): 3 clusters
  Score: Raw -1945516.770016 + Penalty 3165.661825 = -1942351.108191
  nChanged 6
		SP:Iteration 70Q (108352.090000 sec): 3 clusters
  Score: Raw -1945517.993226 + Penalty 3165.661825 = -1942352.331401
  nChanged 2
		SP:Iteration 71Q (108352.330000 sec): 3 clusters
  Score: Raw -1945518.544621 + Penalty 3165.661825 = -1942352.882795
  nChanged 3
		SP:Iteration 72Q (108352.610000 sec): 3 clusters
  Score: Raw -1945519.166582 + Penalty 3165.661825 = -1942353.504757
  nChanged 3
		SP:Iteration 73Q (108352.830000 sec): 3 clusters
  Score: Raw -1945519.767003 + Penalty 3165.661825 = -1942354.105178
  nChanged 2
		SP:Iteration 74Q (108353.070000 sec): 3 clusters
  Score: Raw -1945520.043023 + Penalty 3165.661825 = -1942354.381197
  nChanged 3
		SP:Iteration 75Q (108353.320000 sec): 3 clusters
  Score: Raw -1945520.588291 + Penalty 3165.661825 = -1942354.926466
  nChanged 1
		SP:Iteration 76Q (108353.590000 sec): 3 clusters
  Score: Raw -1945520.670051 + Penalty 3165.661825 = -1942355.008226
  nChanged 0
		SP:Iteration 77F (108353.830000 sec): 3 clusters
  Score: Raw -1945520.670051 + Penalty 3165.661825 = -1942355.008226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 45 (6991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108353.950000 sec): 2 clusters
  Score: Raw -866901.568974 + Penalty 1438.511569 = -865463.057405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108354.220000 sec): 3 clusters
  Score: Raw -863127.289976 + Penalty 2877.023138 = -860250.266838
  nChanged 2869
		SP:Iteration 1F (108354.380000 sec): 3 clusters
  Score: Raw -864677.659331 + Penalty 2877.023138 = -861800.636193
  nChanged 448
		SP:Iteration 2F (108354.580000 sec): 3 clusters
  Score: Raw -864906.218392 + Penalty 2877.023138 = -862029.195254
  nChanged 362
		SP:Iteration 3F (108354.770000 sec): 3 clusters
  Score: Raw -865095.766175 + Penalty 2877.023138 = -862218.743037
  nChanged 341
		SP:Iteration 4Q (108355.010000 sec): 3 clusters
  Score: Raw -865286.688403 + Penalty 2877.023138 = -862409.665265
  nChanged 333
		SP:Iteration 5Q (108355.200000 sec): 3 clusters
  Score: Raw -865476.728194 + Penalty 2877.023138 = -862599.705056
  nChanged 343
		SP:Iteration 6Q (108355.420000 sec): 3 clusters
  Score: Raw -865685.442067 + Penalty 2877.023138 = -862808.418929
  nChanged 337
		SP:Iteration 7Q (108355.600000 sec): 3 clusters
  Score: Raw -865889.533697 + Penalty 2877.023138 = -863012.510559
  nChanged 308
		SP:Iteration 8Q (108355.800000 sec): 3 clusters
  Score: Raw -866105.656429 + Penalty 2877.023138 = -863228.633291
  nChanged 301
		SP:Iteration 9Q (108355.960000 sec): 3 clusters
  Score: Raw -866308.659527 + Penalty 2877.023138 = -863431.636389
  nChanged 306
		SP:Iteration 10Q (108356.150000 sec): 3 clusters
  Score: Raw -866516.689613 + Penalty 2877.023138 = -863639.666475
  nChanged 258
		SP:Iteration 11Q (108356.380000 sec): 3 clusters
  Score: Raw -866701.494553 + Penalty 2877.023138 = -863824.471415
  nChanged 214
		SP:Iteration 12Q (108356.570000 sec): 3 clusters
  Score: Raw -866850.334668 + Penalty 2877.023138 = -863973.311530
  nChanged 167
		SP:Iteration 13Q (108356.790000 sec): 3 clusters
  Score: Raw -866950.504666 + Penalty 2877.023138 = -864073.481528
  nChanged 109
		SP:Iteration 14Q (108356.990000 sec): 3 clusters
  Score: Raw -867000.992643 + Penalty 2877.023138 = -864123.969505
  nChanged 74
		SP:Iteration 15Q (108357.170000 sec): 3 clusters
  Score: Raw -867029.747380 + Penalty 2877.023138 = -864152.724242
  nChanged 69
		SP:Iteration 16Q (108357.350000 sec): 3 clusters
  Score: Raw -867058.337901 + Penalty 2877.023138 = -864181.314763
  nChanged 58
		SP:Iteration 17Q (108357.550000 sec): 3 clusters
  Score: Raw -867083.116120 + Penalty 2877.023138 = -864206.092982
  nChanged 54
		SP:Iteration 18Q (108357.790000 sec): 3 clusters
  Score: Raw -867104.232060 + Penalty 2877.023138 = -864227.208922
  nChanged 41
		SP:Iteration 19Q (108357.970000 sec): 3 clusters
  Score: Raw -867119.339749 + Penalty 2877.023138 = -864242.316611
  nChanged 40
		SP:Iteration 20F (108358.210000 sec): 3 clusters
  Score: Raw -867133.879032 + Penalty 2877.023138 = -864256.855894
  nChanged 36
		SP:Iteration 21Q (108358.390000 sec): 3 clusters
  Score: Raw -867145.144740 + Penalty 2877.023138 = -864268.121602
  nChanged 30
		SP:Iteration 22Q (108358.600000 sec): 3 clusters
  Score: Raw -867152.839799 + Penalty 2877.023138 = -864275.816661
  nChanged 31
		SP:Iteration 23Q (108358.810000 sec): 3 clusters
  Score: Raw -867159.944600 + Penalty 2877.023138 = -864282.921462
  nChanged 29
		SP:Iteration 24Q (108359.030000 sec): 3 clusters
  Score: Raw -867165.771000 + Penalty 2877.023138 = -864288.747862
  nChanged 20
		SP:Iteration 25Q (108359.190000 sec): 3 clusters
  Score: Raw -867169.545335 + Penalty 2877.023138 = -864292.522197
  nChanged 12
		SP:Iteration 26Q (108359.430000 sec): 3 clusters
  Score: Raw -867171.573450 + Penalty 2877.023138 = -864294.550312
  nChanged 11
		SP:Iteration 27Q (108359.620000 sec): 3 clusters
  Score: Raw -867173.763495 + Penalty 2877.023138 = -864296.740357
  nChanged 11
		SP:Iteration 28Q (108359.820000 sec): 3 clusters
  Score: Raw -867175.297190 + Penalty 2877.023138 = -864298.274052
  nChanged 8
		SP:Iteration 29Q (108360.020000 sec): 3 clusters
  Score: Raw -867176.711493 + Penalty 2877.023138 = -864299.688355
  nChanged 7
		SP:Iteration 30Q (108360.270000 sec): 3 clusters
  Score: Raw -867178.153198 + Penalty 2877.023138 = -864301.130060
  nChanged 5
		SP:Iteration 31Q (108360.450000 sec): 3 clusters
  Score: Raw -867178.888589 + Penalty 2877.023138 = -864301.865451
  nChanged 5
		SP:Iteration 32Q (108360.640000 sec): 3 clusters
  Score: Raw -867179.473859 + Penalty 2877.023138 = -864302.450721
  nChanged 2
		SP:Iteration 33Q (108360.870000 sec): 3 clusters
  Score: Raw -867179.966595 + Penalty 2877.023138 = -864302.943457
  nChanged 4
		SP:Iteration 34Q (108361.050000 sec): 3 clusters
  Score: Raw -867181.446725 + Penalty 2877.023138 = -864304.423587
  nChanged 8
		SP:Iteration 35Q (108361.280000 sec): 3 clusters
  Score: Raw -867183.528825 + Penalty 2877.023138 = -864306.505686
  nChanged 7
		SP:Iteration 36Q (108361.460000 sec): 3 clusters
  Score: Raw -867184.793143 + Penalty 2877.023138 = -864307.770005
  nChanged 5
		SP:Iteration 37Q (108361.640000 sec): 3 clusters
  Score: Raw -867185.314745 + Penalty 2877.023138 = -864308.291607
  nChanged 3
		SP:Iteration 38Q (108361.830000 sec): 3 clusters
  Score: Raw -867186.154021 + Penalty 2877.023138 = -864309.130883
  nChanged 4
		SP:Iteration 39Q (108362.050000 sec): 3 clusters
  Score: Raw -867187.101505 + Penalty 2877.023138 = -864310.078366
  nChanged 2
		SP:Iteration 40F (108362.280000 sec): 3 clusters
  Score: Raw -867187.494670 + Penalty 2877.023138 = -864310.471532
  nChanged 3
		SP:Iteration 41Q (108362.450000 sec): 3 clusters
  Score: Raw -867187.771352 + Penalty 2877.023138 = -864310.748214
  nChanged 0
		SP:Iteration 42F (108362.660000 sec): 3 clusters
  Score: Raw -867187.771352 + Penalty 2877.023138 = -864310.748214
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 46 (1466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108362.780000 sec): 2 clusters
  Score: Raw -161302.779278 + Penalty 1184.672593 = -160118.106684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108362.940000 sec): 3 clusters
  Score: Raw -160772.488496 + Penalty 2369.345187 = -158403.143309
  nChanged 493
		SP:Iteration 1F (108363.060000 sec): 3 clusters
  Score: Raw -161333.351172 + Penalty 2369.345187 = -158964.005985
  nChanged 189
		SP:Iteration 2F (108363.190000 sec): 3 clusters
  Score: Raw -161751.030112 + Penalty 2369.345187 = -159381.684925
  nChanged 146
		SP:Iteration 3F (108363.380000 sec): 3 clusters
  Score: Raw -162015.232008 + Penalty 2369.345187 = -159645.886822
  nChanged 91
		SP:Iteration 4F (108363.600000 sec): 3 clusters
  Score: Raw -162146.067373 + Penalty 2369.345187 = -159776.722186
  nChanged 45
		SP:Iteration 5Q (108363.740000 sec): 3 clusters
  Score: Raw -162214.026280 + Penalty 2369.345187 = -159844.681094
  nChanged 36
		SP:Iteration 6Q (108363.920000 sec): 3 clusters
  Score: Raw -162261.368560 + Penalty 2369.345187 = -159892.023373
  nChanged 34
		SP:Iteration 7Q (108364.080000 sec): 3 clusters
  Score: Raw -162315.514027 + Penalty 2369.345187 = -159946.168840
  nChanged 31
		SP:Iteration 8Q (108364.270000 sec): 3 clusters
  Score: Raw -162374.291902 + Penalty 2369.345187 = -160004.946715
  nChanged 23
		SP:Iteration 9Q (108364.410000 sec): 3 clusters
  Score: Raw -162412.776449 + Penalty 2369.345187 = -160043.431262
  nChanged 12
		SP:Iteration 10Q (108364.580000 sec): 3 clusters
  Score: Raw -162430.019735 + Penalty 2369.345187 = -160060.674548
  nChanged 10
		SP:Iteration 11Q (108364.770000 sec): 3 clusters
  Score: Raw -162442.151503 + Penalty 2369.345187 = -160072.806316
  nChanged 10
		SP:Iteration 12Q (108364.940000 sec): 3 clusters
  Score: Raw -162451.617800 + Penalty 2369.345187 = -160082.272614
  nChanged 3
		SP:Iteration 13Q (108365.120000 sec): 3 clusters
  Score: Raw -162454.299221 + Penalty 2369.345187 = -160084.954035
  nChanged 1
		SP:Iteration 14Q (108365.260000 sec): 3 clusters
  Score: Raw -162454.955320 + Penalty 2369.345187 = -160085.610133
  nChanged 1
		SP:Iteration 15Q (108365.440000 sec): 3 clusters
  Score: Raw -162455.592181 + Penalty 2369.345187 = -160086.246994
  nChanged 0
		SP:Iteration 16F (108365.620000 sec): 3 clusters
  Score: Raw -162455.592181 + Penalty 2369.345187 = -160086.246994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 47 (105639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108366.400000 sec): 2 clusters
  Score: Raw -12902925.293780 + Penalty 1879.764721 = -12901045.529058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108367.220000 sec): 3 clusters
  Score: Raw -12833924.656093 + Penalty 3759.529443 = -12830165.126651
  nChanged 50630
		SP:Iteration 1F (108367.980000 sec): 3 clusters
  Score: Raw -12863237.517172 + Penalty 3759.529443 = -12859477.987730
  nChanged 2872
		SP:Iteration 2Q (108368.720000 sec): 3 clusters
  Score: Raw -12863800.990955 + Penalty 3759.529443 = -12860041.461512
  nChanged 2971
		SP:Iteration 3Q (108369.460000 sec): 3 clusters
  Score: Raw -12864433.125433 + Penalty 3759.529443 = -12860673.595991
  nChanged 3060
		SP:Iteration 4Q (108370.220000 sec): 3 clusters
  Score: Raw -12865179.252667 + Penalty 3759.529443 = -12861419.723224
  nChanged 3334
		SP:Iteration 5Q (108371.020000 sec): 3 clusters
  Score: Raw -12866150.163479 + Penalty 3759.529443 = -12862390.634036
  nChanged 3884
		SP:Iteration 6Q (108371.830000 sec): 3 clusters
  Score: Raw -12867598.912169 + Penalty 3759.529443 = -12863839.382727
  nChanged 4536
		SP:Iteration 7Q (108372.610000 sec): 3 clusters
  Score: Raw -12869833.833910 + Penalty 3759.529443 = -12866074.304467
  nChanged 5488
		SP:Iteration 8F (108373.360000 sec): 3 clusters
  Score: Raw -12873311.944098 + Penalty 3759.529443 = -12869552.414656
  nChanged 6441
		SP:Iteration 9F (108374.090000 sec): 3 clusters
  Score: Raw -12878189.424867 + Penalty 3759.529443 = -12874429.895425
  nChanged 6681
		SP:Iteration 10F (108374.810000 sec): 3 clusters
  Score: Raw -12882821.486291 + Penalty 3759.529443 = -12879061.956848
  nChanged 5331
		SP:Iteration 11F (108375.480000 sec): 3 clusters
  Score: Raw -12885163.383379 + Penalty 3759.529443 = -12881403.853936
  nChanged 3131
		SP:Iteration 12Q (108376.190000 sec): 3 clusters
  Score: Raw -12885848.604445 + Penalty 3759.529443 = -12882089.075002
  nChanged 1617
		SP:Iteration 13Q (108376.940000 sec): 3 clusters
  Score: Raw -12886086.487733 + Penalty 3759.529443 = -12882326.958290
  nChanged 1035
		SP:Iteration 14Q (108377.680000 sec): 3 clusters
  Score: Raw -12886236.197921 + Penalty 3759.529443 = -12882476.668479
  nChanged 848
		SP:Iteration 15Q (108378.360000 sec): 3 clusters
  Score: Raw -12886365.621309 + Penalty 3759.529443 = -12882606.091866
  nChanged 826
		SP:Iteration 16Q (108379.100000 sec): 3 clusters
  Score: Raw -12886486.065943 + Penalty 3759.529443 = -12882726.536501
  nChanged 780
		SP:Iteration 17Q (108379.800000 sec): 3 clusters
  Score: Raw -12886601.454394 + Penalty 3759.529443 = -12882841.924952
  nChanged 801
		SP:Iteration 18Q (108380.520000 sec): 3 clusters
  Score: Raw -12886722.967524 + Penalty 3759.529443 = -12882963.438081
  nChanged 825
		SP:Iteration 19Q (108381.200000 sec): 3 clusters
  Score: Raw -12886853.390189 + Penalty 3759.529443 = -12883093.860746
  nChanged 856
		SP:Iteration 20F (108381.870000 sec): 3 clusters
  Score: Raw -12886987.765761 + Penalty 3759.529443 = -12883228.236319
  nChanged 836
		SP:Iteration 21Q (108382.650000 sec): 3 clusters
  Score: Raw -12887115.813412 + Penalty 3759.529443 = -12883356.283969
  nChanged 830
		SP:Iteration 22Q (108383.340000 sec): 3 clusters
  Score: Raw -12887238.838359 + Penalty 3759.529443 = -12883479.308916
  nChanged 820
		SP:Iteration 23Q (108384.080000 sec): 3 clusters
  Score: Raw -12887368.781848 + Penalty 3759.529443 = -12883609.252406
  nChanged 872
		SP:Iteration 24Q (108384.770000 sec): 3 clusters
  Score: Raw -12887514.251921 + Penalty 3759.529443 = -12883754.722479
  nChanged 922
		SP:Iteration 25Q (108385.470000 sec): 3 clusters
  Score: Raw -12887672.172674 + Penalty 3759.529443 = -12883912.643232
  nChanged 928
		SP:Iteration 26Q (108386.200000 sec): 3 clusters
  Score: Raw -12887830.173531 + Penalty 3759.529443 = -12884070.644088
  nChanged 933
		SP:Iteration 27Q (108386.950000 sec): 3 clusters
  Score: Raw -12887990.775642 + Penalty 3759.529443 = -12884231.246200
  nChanged 989
		SP:Iteration 28Q (108387.630000 sec): 3 clusters
  Score: Raw -12888172.254229 + Penalty 3759.529443 = -12884412.724786
  nChanged 1018
		SP:Iteration 29Q (108388.390000 sec): 3 clusters
  Score: Raw -12888366.543953 + Penalty 3759.529443 = -12884607.014510
  nChanged 1082
		SP:Iteration 30Q (108389.120000 sec): 3 clusters
  Score: Raw -12888576.980733 + Penalty 3759.529443 = -12884817.451290
  nChanged 1152
		SP:Iteration 31Q (108389.820000 sec): 3 clusters
  Score: Raw -12888832.091678 + Penalty 3759.529443 = -12885072.562235
  nChanged 1236
		SP:Iteration 32Q (108390.530000 sec): 3 clusters
  Score: Raw -12889123.098844 + Penalty 3759.529443 = -12885363.569401
  nChanged 1344
		SP:Iteration 33Q (108391.250000 sec): 3 clusters
  Score: Raw -12889464.274023 + Penalty 3759.529443 = -12885704.744581
  nChanged 1423
		SP:Iteration 34Q (108391.960000 sec): 3 clusters
  Score: Raw -12889842.846318 + Penalty 3759.529443 = -12886083.316875
  nChanged 1513
		SP:Iteration 35Q (108392.640000 sec): 3 clusters
  Score: Raw -12890287.410985 + Penalty 3759.529443 = -12886527.881542
  nChanged 1648
		SP:Iteration 36Q (108393.380000 sec): 3 clusters
  Score: Raw -12890802.929102 + Penalty 3759.529443 = -12887043.399659
  nChanged 1800
		SP:Iteration 37Q (108394.040000 sec): 3 clusters
  Score: Raw -12891421.750518 + Penalty 3759.529443 = -12887662.221076
  nChanged 1917
		SP:Iteration 38Q (108394.720000 sec): 3 clusters
  Score: Raw -12892132.088706 + Penalty 3759.529443 = -12888372.559264
  nChanged 1971
		SP:Iteration 39Q (108395.340000 sec): 3 clusters
  Score: Raw -12892933.781615 + Penalty 3759.529443 = -12889174.252172
  nChanged 2053
		SP:Iteration 40F (108396.000000 sec): 3 clusters
  Score: Raw -12893822.400153 + Penalty 3759.529443 = -12890062.870711
  nChanged 2032
		SP:Iteration 41Q (108396.620000 sec): 3 clusters
  Score: Raw -12894778.716515 + Penalty 3759.529443 = -12891019.187073
  nChanged 2049
		SP:Iteration 42Q (108397.260000 sec): 3 clusters
  Score: Raw -12895845.413353 + Penalty 3759.529443 = -12892085.883910
  nChanged 1990
		SP:Iteration 43Q (108397.860000 sec): 3 clusters
  Score: Raw -12896940.938068 + Penalty 3759.529443 = -12893181.408625
  nChanged 1891
		SP:Iteration 44Q (108398.450000 sec): 3 clusters
  Score: Raw -12898040.820977 + Penalty 3759.529443 = -12894281.291534
  nChanged 1816
		SP:Iteration 45Q (108399.080000 sec): 3 clusters
  Score: Raw -12899170.371592 + Penalty 3759.529443 = -12895410.842150
  nChanged 1600
		SP:Iteration 46Q (108399.710000 sec): 3 clusters
  Score: Raw -12900219.395880 + Penalty 3759.529443 = -12896459.866437
  nChanged 1417
		SP:Iteration 47Q (108400.310000 sec): 3 clusters
  Score: Raw -12901219.880589 + Penalty 3759.529443 = -12897460.351147
  nChanged 1201
		SP:Iteration 48Q (108400.880000 sec): 3 clusters
  Score: Raw -12902077.481030 + Penalty 3759.529443 = -12898317.951588
  nChanged 880
		SP:Iteration 49Q (108401.460000 sec): 3 clusters
  Score: Raw -12902694.554752 + Penalty 3759.529443 = -12898935.025309
  nChanged 702
		SP:Iteration 50Q (108402.040000 sec): 3 clusters
  Score: Raw -12903178.284837 + Penalty 3759.529443 = -12899418.755394
  nChanged 484
		SP:Iteration 51Q (108402.630000 sec): 3 clusters
  Score: Raw -12903494.034047 + Penalty 3759.529443 = -12899734.504605
  nChanged 385
		SP:Iteration 52Q (108403.220000 sec): 3 clusters
  Score: Raw -12903736.985217 + Penalty 3759.529443 = -12899977.455775
  nChanged 271
		SP:Iteration 53Q (108403.850000 sec): 3 clusters
  Score: Raw -12903895.149258 + Penalty 3759.529443 = -12900135.619816
  nChanged 182
		SP:Iteration 54Q (108404.470000 sec): 3 clusters
  Score: Raw -12904002.077456 + Penalty 3759.529443 = -12900242.548013
  nChanged 145
		SP:Iteration 55Q (108405.090000 sec): 3 clusters
  Score: Raw -12904087.812195 + Penalty 3759.529443 = -12900328.282753
  nChanged 120
		SP:Iteration 56Q (108405.720000 sec): 3 clusters
  Score: Raw -12904160.036852 + Penalty 3759.529443 = -12900400.507409
  nChanged 96
		SP:Iteration 57Q (108406.360000 sec): 3 clusters
  Score: Raw -12904207.748833 + Penalty 3759.529443 = -12900448.219390
  nChanged 76
		SP:Iteration 58Q (108406.980000 sec): 3 clusters
  Score: Raw -12904234.181149 + Penalty 3759.529443 = -12900474.651706
  nChanged 46
		SP:Iteration 59Q (108407.560000 sec): 3 clusters
  Score: Raw -12904249.778955 + Penalty 3759.529443 = -12900490.249513
  nChanged 34
		SP:Iteration 60F (108408.200000 sec): 3 clusters
  Score: Raw -12904259.833261 + Penalty 3759.529443 = -12900500.303819
  nChanged 34
		SP:Iteration 61Q (108408.820000 sec): 3 clusters
  Score: Raw -12904267.208230 + Penalty 3759.529443 = -12900507.678787
  nChanged 25
		SP:Iteration 62Q (108409.420000 sec): 3 clusters
  Score: Raw -12904271.368897 + Penalty 3759.529443 = -12900511.839455
  nChanged 11
		SP:Iteration 63Q (108410.020000 sec): 3 clusters
  Score: Raw -12904272.932505 + Penalty 3759.529443 = -12900513.403063
  nChanged 7
		SP:Iteration 64Q (108410.690000 sec): 3 clusters
  Score: Raw -12904273.947212 + Penalty 3759.529443 = -12900514.417769
  nChanged 2
		SP:Iteration 65Q (108411.360000 sec): 3 clusters
  Score: Raw -12904274.115980 + Penalty 3759.529443 = -12900514.586538
  nChanged 1
		SP:Iteration 66Q (108412.060000 sec): 3 clusters
  Score: Raw -12904274.210384 + Penalty 3759.529443 = -12900514.680941
  nChanged 1
		SP:Iteration 67Q (108412.670000 sec): 3 clusters
  Score: Raw -12904274.346251 + Penalty 3759.529443 = -12900514.816809
  nChanged 2
		SP:Iteration 68Q (108413.320000 sec): 3 clusters
  Score: Raw -12904274.630423 + Penalty 3759.529443 = -12900515.100980
  nChanged 4
		SP:Iteration 69Q (108413.980000 sec): 3 clusters
  Score: Raw -12904275.081806 + Penalty 3759.529443 = -12900515.552364
  nChanged 5
		SP:Iteration 70Q (108414.620000 sec): 3 clusters
  Score: Raw -12904276.147189 + Penalty 3759.529443 = -12900516.617746
  nChanged 5
		SP:Iteration 71Q (108415.270000 sec): 3 clusters
  Score: Raw -12904276.901722 + Penalty 3759.529443 = -12900517.372279
  nChanged 5
		SP:Iteration 72Q (108415.900000 sec): 3 clusters
  Score: Raw -12904277.821391 + Penalty 3759.529443 = -12900518.291949
  nChanged 10
		SP:Iteration 73Q (108416.570000 sec): 3 clusters
  Score: Raw -12904279.608887 + Penalty 3759.529443 = -12900520.079444
  nChanged 3
		SP:Iteration 74Q (108417.190000 sec): 3 clusters
  Score: Raw -12904280.127029 + Penalty 3759.529443 = -12900520.597586
  nChanged 0
		SP:Iteration 75F (108417.840000 sec): 3 clusters
  Score: Raw -12904280.127029 + Penalty 3759.529443 = -12900520.597586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 48 (1544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108418.000000 sec): 2 clusters
  Score: Raw -155857.233060 + Penalty 1193.096406 = -154664.136654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108418.190000 sec): 3 clusters
  Score: Raw -155350.044983 + Penalty 2386.192812 = -152963.852170
  nChanged 532
		SP:Iteration 1F (108418.400000 sec): 3 clusters
  Score: Raw -155871.305016 + Penalty 2386.192812 = -153485.112203
  nChanged 170
		SP:Iteration 2F (108418.550000 sec): 3 clusters
  Score: Raw -156118.390106 + Penalty 2386.192812 = -153732.197294
  nChanged 124
		SP:Iteration 3F (108418.740000 sec): 3 clusters
  Score: Raw -156275.283546 + Penalty 2386.192812 = -153889.090734
  nChanged 93
		SP:Iteration 4F (108418.960000 sec): 3 clusters
  Score: Raw -156393.065843 + Penalty 2386.192812 = -154006.873031
  nChanged 49
		SP:Iteration 5Q (108419.140000 sec): 3 clusters
  Score: Raw -156446.060525 + Penalty 2386.192812 = -154059.867712
  nChanged 31
		SP:Iteration 6Q (108419.310000 sec): 3 clusters
  Score: Raw -156483.773390 + Penalty 2386.192812 = -154097.580577
  nChanged 29
		SP:Iteration 7Q (108419.480000 sec): 3 clusters
  Score: Raw -156509.772632 + Penalty 2386.192812 = -154123.579820
  nChanged 12
		SP:Iteration 8Q (108419.650000 sec): 3 clusters
  Score: Raw -156534.922101 + Penalty 2386.192812 = -154148.729288
  nChanged 13
		SP:Iteration 9Q (108419.880000 sec): 3 clusters
  Score: Raw -156547.086419 + Penalty 2386.192812 = -154160.893606
  nChanged 9
		SP:Iteration 10Q (108420.030000 sec): 3 clusters
  Score: Raw -156553.297433 + Penalty 2386.192812 = -154167.104621
  nChanged 5
		SP:Iteration 11Q (108420.260000 sec): 3 clusters
  Score: Raw -156555.984314 + Penalty 2386.192812 = -154169.791502
  nChanged 3
		SP:Iteration 12Q (108420.420000 sec): 3 clusters
  Score: Raw -156558.551966 + Penalty 2386.192812 = -154172.359153
  nChanged 4
		SP:Iteration 13Q (108420.580000 sec): 3 clusters
  Score: Raw -156571.176750 + Penalty 2386.192812 = -154184.983938
  nChanged 6
		SP:Iteration 14Q (108420.760000 sec): 3 clusters
  Score: Raw -156577.719585 + Penalty 2386.192812 = -154191.526773
  nChanged 4
		SP:Iteration 15Q (108420.950000 sec): 3 clusters
  Score: Raw -156579.466903 + Penalty 2386.192812 = -154193.274090
  nChanged 1
		SP:Iteration 16Q (108421.140000 sec): 3 clusters
  Score: Raw -156579.791677 + Penalty 2386.192812 = -154193.598865
  nChanged 1
		SP:Iteration 17Q (108421.300000 sec): 3 clusters
  Score: Raw -156580.083844 + Penalty 2386.192812 = -154193.891032
  nChanged 1
		SP:Iteration 18Q (108421.490000 sec): 3 clusters
  Score: Raw -156580.268601 + Penalty 2386.192812 = -154194.075789
  nChanged 0
		SP:Iteration 19F (108421.670000 sec): 3 clusters
  Score: Raw -156580.268601 + Penalty 2386.192812 = -154194.075789
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 49 (450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108421.770000 sec): 2 clusters
  Score: Raw -49866.967087 + Penalty 992.752732 = -48874.214355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108421.960000 sec): 3 clusters
  Score: Raw -49866.054102 + Penalty 1985.505464 = -47880.548637
  nChanged 118
		SP:Iteration 1F (108422.140000 sec): 3 clusters
  Score: Raw -50095.714432 + Penalty 1985.505464 = -48110.208967
  nChanged 34
		SP:Iteration 2F (108422.320000 sec): 3 clusters
  Score: Raw -50187.106617 + Penalty 1985.505464 = -48201.601152
  nChanged 10
		SP:Iteration 3Q (108422.510000 sec): 3 clusters
  Score: Raw -50201.465804 + Penalty 1985.505464 = -48215.960340
  nChanged 6
		SP:Iteration 4Q (108422.710000 sec): 3 clusters
  Score: Raw -50211.827144 + Penalty 1985.505464 = -48226.321679
  nChanged 3
		SP:Iteration 5Q (108422.890000 sec): 3 clusters
  Score: Raw -50218.345849 + Penalty 1985.505464 = -48232.840384
  nChanged 2
		SP:Iteration 6Q (108423.080000 sec): 3 clusters
  Score: Raw -50221.524263 + Penalty 1985.505464 = -48236.018799
  nChanged 1
		SP:Iteration 7Q (108423.240000 sec): 3 clusters
  Score: Raw -50222.146945 + Penalty 1985.505464 = -48236.641481
  nChanged 0
		SP:Iteration 8F (108423.420000 sec): 3 clusters
  Score: Raw -50222.146945 + Penalty 1985.505464 = -48236.641481
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 50 (9269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108423.560000 sec): 2 clusters
  Score: Raw -1104811.027642 + Penalty 1484.345001 = -1103326.682640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108423.810000 sec): 3 clusters
  Score: Raw -1099576.900622 + Penalty 2968.690003 = -1096608.210619
  nChanged 4049
		SP:Iteration 1F (108424.020000 sec): 3 clusters
  Score: Raw -1101713.466541 + Penalty 2968.690003 = -1098744.776538
  nChanged 617
		SP:Iteration 2F (108424.220000 sec): 3 clusters
  Score: Raw -1102039.386046 + Penalty 2968.690003 = -1099070.696043
  nChanged 551
		SP:Iteration 3F (108424.440000 sec): 3 clusters
  Score: Raw -1102424.548676 + Penalty 2968.690003 = -1099455.858673
  nChanged 578
		SP:Iteration 4F (108424.680000 sec): 3 clusters
  Score: Raw -1102870.351602 + Penalty 2968.690003 = -1099901.661599
  nChanged 580
		SP:Iteration 5F (108424.910000 sec): 3 clusters
  Score: Raw -1103333.720038 + Penalty 2968.690003 = -1100365.030036
  nChanged 585
		SP:Iteration 6F (108425.070000 sec): 3 clusters
  Score: Raw -1103732.583281 + Penalty 2968.690003 = -1100763.893278
  nChanged 481
		SP:Iteration 7F (108425.290000 sec): 3 clusters
  Score: Raw -1104016.987944 + Penalty 2968.690003 = -1101048.297941
  nChanged 370
		SP:Iteration 8Q (108425.470000 sec): 3 clusters
  Score: Raw -1104205.746838 + Penalty 2968.690003 = -1101237.056836
  nChanged 322
		SP:Iteration 9Q (108425.650000 sec): 3 clusters
  Score: Raw -1104356.236096 + Penalty 2968.690003 = -1101387.546093
  nChanged 249
		SP:Iteration 10Q (108425.900000 sec): 3 clusters
  Score: Raw -1104479.305829 + Penalty 2968.690003 = -1101510.615826
  nChanged 230
		SP:Iteration 11Q (108426.080000 sec): 3 clusters
  Score: Raw -1104604.833348 + Penalty 2968.690003 = -1101636.143345
  nChanged 233
		SP:Iteration 12Q (108426.300000 sec): 3 clusters
  Score: Raw -1104732.167345 + Penalty 2968.690003 = -1101763.477343
  nChanged 221
		SP:Iteration 13Q (108426.530000 sec): 3 clusters
  Score: Raw -1104841.403746 + Penalty 2968.690003 = -1101872.713744
  nChanged 221
		SP:Iteration 14Q (108426.710000 sec): 3 clusters
  Score: Raw -1104950.477800 + Penalty 2968.690003 = -1101981.787797
  nChanged 209
		SP:Iteration 15Q (108426.970000 sec): 3 clusters
  Score: Raw -1105058.149001 + Penalty 2968.690003 = -1102089.458998
  nChanged 201
		SP:Iteration 16Q (108427.170000 sec): 3 clusters
  Score: Raw -1105177.755064 + Penalty 2968.690003 = -1102209.065061
  nChanged 209
		SP:Iteration 17Q (108427.410000 sec): 3 clusters
  Score: Raw -1105294.040285 + Penalty 2968.690003 = -1102325.350282
  nChanged 181
		SP:Iteration 18Q (108427.600000 sec): 3 clusters
  Score: Raw -1105398.011326 + Penalty 2968.690003 = -1102429.321323
  nChanged 177
		SP:Iteration 19Q (108427.830000 sec): 3 clusters
  Score: Raw -1105497.644080 + Penalty 2968.690003 = -1102528.954077
  nChanged 176
		SP:Iteration 20F (108428.020000 sec): 3 clusters
  Score: Raw -1105583.160679 + Penalty 2968.690003 = -1102614.470676
  nChanged 152
		SP:Iteration 21Q (108428.270000 sec): 3 clusters
  Score: Raw -1105658.115131 + Penalty 2968.690003 = -1102689.425128
  nChanged 139
		SP:Iteration 22Q (108428.490000 sec): 3 clusters
  Score: Raw -1105727.029015 + Penalty 2968.690003 = -1102758.339012
  nChanged 109
		SP:Iteration 23Q (108428.650000 sec): 3 clusters
  Score: Raw -1105766.279244 + Penalty 2968.690003 = -1102797.589241
  nChanged 75
		SP:Iteration 24Q (108428.890000 sec): 3 clusters
  Score: Raw -1105784.688291 + Penalty 2968.690003 = -1102815.998288
  nChanged 61
		SP:Iteration 25Q (108429.080000 sec): 3 clusters
  Score: Raw -1105802.505770 + Penalty 2968.690003 = -1102833.815767
  nChanged 57
		SP:Iteration 26Q (108429.290000 sec): 3 clusters
  Score: Raw -1105818.169928 + Penalty 2968.690003 = -1102849.479925
  nChanged 62
		SP:Iteration 27Q (108429.470000 sec): 3 clusters
  Score: Raw -1105835.954312 + Penalty 2968.690003 = -1102867.264309
  nChanged 55
		SP:Iteration 28Q (108429.730000 sec): 3 clusters
  Score: Raw -1105850.761675 + Penalty 2968.690003 = -1102882.071672
  nChanged 49
		SP:Iteration 29Q (108429.900000 sec): 3 clusters
  Score: Raw -1105861.462128 + Penalty 2968.690003 = -1102892.772125
  nChanged 49
		SP:Iteration 30Q (108430.110000 sec): 3 clusters
  Score: Raw -1105874.389675 + Penalty 2968.690003 = -1102905.699672
  nChanged 50
		SP:Iteration 31Q (108430.330000 sec): 3 clusters
  Score: Raw -1105884.751024 + Penalty 2968.690003 = -1102916.061022
  nChanged 31
		SP:Iteration 32Q (108430.520000 sec): 3 clusters
  Score: Raw -1105891.085328 + Penalty 2968.690003 = -1102922.395325
  nChanged 24
		SP:Iteration 33Q (108430.740000 sec): 3 clusters
  Score: Raw -1105894.810352 + Penalty 2968.690003 = -1102926.120349
  nChanged 12
		SP:Iteration 34Q (108430.990000 sec): 3 clusters
  Score: Raw -1105897.015434 + Penalty 2968.690003 = -1102928.325432
  nChanged 20
		SP:Iteration 35Q (108431.210000 sec): 3 clusters
  Score: Raw -1105900.428570 + Penalty 2968.690003 = -1102931.738567
  nChanged 16
		SP:Iteration 36Q (108431.390000 sec): 3 clusters
  Score: Raw -1105903.087119 + Penalty 2968.690003 = -1102934.397116
  nChanged 19
		SP:Iteration 37Q (108431.610000 sec): 3 clusters
  Score: Raw -1105905.842964 + Penalty 2968.690003 = -1102937.152962
  nChanged 17
		SP:Iteration 38Q (108431.790000 sec): 3 clusters
  Score: Raw -1105909.115110 + Penalty 2968.690003 = -1102940.425107
  nChanged 13
		SP:Iteration 39Q (108432.010000 sec): 3 clusters
  Score: Raw -1105911.572022 + Penalty 2968.690003 = -1102942.882019
  nChanged 15
		SP:Iteration 40F (108432.180000 sec): 3 clusters
  Score: Raw -1105915.783957 + Penalty 2968.690003 = -1102947.093954
  nChanged 27
		SP:Iteration 41Q (108432.400000 sec): 3 clusters
  Score: Raw -1105921.748537 + Penalty 2968.690003 = -1102953.058534
  nChanged 32
		SP:Iteration 42Q (108432.640000 sec): 3 clusters
  Score: Raw -1105929.290835 + Penalty 2968.690003 = -1102960.600833
  nChanged 26
		SP:Iteration 43Q (108432.820000 sec): 3 clusters
  Score: Raw -1105935.142119 + Penalty 2968.690003 = -1102966.452117
  nChanged 30
		SP:Iteration 44Q (108433.060000 sec): 3 clusters
  Score: Raw -1105941.843499 + Penalty 2968.690003 = -1102973.153496
  nChanged 27
		SP:Iteration 45Q (108433.290000 sec): 3 clusters
  Score: Raw -1105946.884931 + Penalty 2968.690003 = -1102978.194928
  nChanged 27
		SP:Iteration 46Q (108433.480000 sec): 3 clusters
  Score: Raw -1105950.818185 + Penalty 2968.690003 = -1102982.128183
  nChanged 18
		SP:Iteration 47Q (108433.710000 sec): 3 clusters
  Score: Raw -1105953.437919 + Penalty 2968.690003 = -1102984.747916
  nChanged 17
		SP:Iteration 48Q (108433.930000 sec): 3 clusters
  Score: Raw -1105956.187279 + Penalty 2968.690003 = -1102987.497276
  nChanged 14
		SP:Iteration 49Q (108434.140000 sec): 3 clusters
  Score: Raw -1105958.551985 + Penalty 2968.690003 = -1102989.861983
  nChanged 16
		SP:Iteration 50Q (108434.350000 sec): 3 clusters
  Score: Raw -1105960.274891 + Penalty 2968.690003 = -1102991.584888
  nChanged 8
		SP:Iteration 51Q (108434.530000 sec): 3 clusters
  Score: Raw -1105961.290888 + Penalty 2968.690003 = -1102992.600885
  nChanged 6
		SP:Iteration 52Q (108434.740000 sec): 3 clusters
  Score: Raw -1105962.122256 + Penalty 2968.690003 = -1102993.432253
  nChanged 9
		SP:Iteration 53Q (108434.890000 sec): 3 clusters
  Score: Raw -1105963.979789 + Penalty 2968.690003 = -1102995.289786
  nChanged 12
		SP:Iteration 54Q (108435.110000 sec): 3 clusters
  Score: Raw -1105965.856086 + Penalty 2968.690003 = -1102997.166083
  nChanged 15
		SP:Iteration 55Q (108435.290000 sec): 3 clusters
  Score: Raw -1105967.930168 + Penalty 2968.690003 = -1102999.240165
  nChanged 11
		SP:Iteration 56Q (108435.520000 sec): 3 clusters
  Score: Raw -1105969.890153 + Penalty 2968.690003 = -1103001.200150
  nChanged 7
		SP:Iteration 57Q (108435.730000 sec): 3 clusters
  Score: Raw -1105971.013507 + Penalty 2968.690003 = -1103002.323504
  nChanged 9
		SP:Iteration 58Q (108435.920000 sec): 3 clusters
  Score: Raw -1105972.377713 + Penalty 2968.690003 = -1103003.687710
  nChanged 8
		SP:Iteration 59Q (108436.170000 sec): 3 clusters
  Score: Raw -1105973.289623 + Penalty 2968.690003 = -1103004.599620
  nChanged 3
		SP:Iteration 60F (108436.410000 sec): 3 clusters
  Score: Raw -1105973.575852 + Penalty 2968.690003 = -1103004.885849
  nChanged 3
		SP:Iteration 61Q (108436.590000 sec): 3 clusters
  Score: Raw -1105973.718949 + Penalty 2968.690003 = -1103005.028946
  nChanged 1
		SP:Iteration 62Q (108436.800000 sec): 3 clusters
  Score: Raw -1105973.758102 + Penalty 2968.690003 = -1103005.068099
  nChanged 1
		SP:Iteration 63Q (108437.060000 sec): 3 clusters
  Score: Raw -1105973.828432 + Penalty 2968.690003 = -1103005.138429
  nChanged 0
		SP:Iteration 64F (108437.230000 sec): 3 clusters
  Score: Raw -1105973.828432 + Penalty 2968.690003 = -1103005.138429
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 51 (534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108437.350000 sec): 2 clusters
  Score: Raw -60292.766613 + Penalty 1020.564324 = -59272.202289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108437.520000 sec): 3 clusters
  Score: Raw -60247.548521 + Penalty 2041.128648 = -58206.419873
  nChanged 115
		SP:Iteration 1F (108437.710000 sec): 3 clusters
  Score: Raw -60397.315964 + Penalty 2041.128648 = -58356.187317
  nChanged 34
		SP:Iteration 2F (108437.830000 sec): 3 clusters
  Score: Raw -60445.312279 + Penalty 2041.128648 = -58404.183631
  nChanged 15
		SP:Iteration 3Q (108437.960000 sec): 3 clusters
  Score: Raw -60492.875330 + Penalty 2041.128648 = -58451.746682
  nChanged 12
		SP:Iteration 4Q (108438.130000 sec): 3 clusters
  Score: Raw -60506.985379 + Penalty 2041.128648 = -58465.856731
  nChanged 5
		SP:Iteration 5Q (108438.290000 sec): 3 clusters
  Score: Raw -60514.428399 + Penalty 2041.128648 = -58473.299752
  nChanged 6
		SP:Iteration 6Q (108438.440000 sec): 3 clusters
  Score: Raw -60521.299860 + Penalty 2041.128648 = -58480.171212
  nChanged 4
		SP:Iteration 7Q (108438.620000 sec): 3 clusters
  Score: Raw -60525.288813 + Penalty 2041.128648 = -58484.160166
  nChanged 4
		SP:Iteration 8Q (108438.800000 sec): 3 clusters
  Score: Raw -60530.595610 + Penalty 2041.128648 = -58489.466962
  nChanged 2
		SP:Iteration 9Q (108438.960000 sec): 3 clusters
  Score: Raw -60533.512703 + Penalty 2041.128648 = -58492.384055
  nChanged 1
		SP:Iteration 10Q (108439.110000 sec): 3 clusters
  Score: Raw -60534.416341 + Penalty 2041.128648 = -58493.287693
  nChanged 3
		SP:Iteration 11Q (108439.340000 sec): 3 clusters
  Score: Raw -60537.326447 + Penalty 2041.128648 = -58496.197800
  nChanged 3
		SP:Iteration 12Q (108439.470000 sec): 3 clusters
  Score: Raw -60540.875680 + Penalty 2041.128648 = -58499.747032
  nChanged 1
		SP:Iteration 13Q (108439.640000 sec): 3 clusters
  Score: Raw -60551.391093 + Penalty 2041.128648 = -58510.262445
  nChanged 2
		SP:Iteration 14Q (108439.810000 sec): 3 clusters
  Score: Raw -60554.682760 + Penalty 2041.128648 = -58513.554112
  nChanged 2
		SP:Iteration 15Q (108439.950000 sec): 3 clusters
  Score: Raw -60558.471056 + Penalty 2041.128648 = -58517.342409
  nChanged 1
		SP:Iteration 16Q (108440.130000 sec): 3 clusters
  Score: Raw -60559.179608 + Penalty 2041.128648 = -58518.050960
  nChanged 1
		SP:Iteration 17Q (108440.270000 sec): 3 clusters
  Score: Raw -60560.588117 + Penalty 2041.128648 = -58519.459470
  nChanged 2
		SP:Iteration 18Q (108440.460000 sec): 3 clusters
  Score: Raw -60562.528765 + Penalty 2041.128648 = -58521.400117
  nChanged 2
		SP:Iteration 19Q (108440.650000 sec): 3 clusters
  Score: Raw -60564.708000 + Penalty 2041.128648 = -58523.579353
  nChanged 0
		SP:Iteration 20F (108440.820000 sec): 3 clusters
  Score: Raw -60564.708000 + Penalty 2041.128648 = -58523.579353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 52 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108440.940000 sec): 2 clusters
  Score: Raw -44970.562449 + Penalty 967.823573 = -44002.738876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108441.130000 sec): 3 clusters
  Score: Raw -44949.208008 + Penalty 1935.647145 = -43013.560863
  nChanged 89
		SP:Iteration 1F (108441.250000 sec): 3 clusters
  Score: Raw -45231.631414 + Penalty 1935.647145 = -43295.984269
  nChanged 44
		SP:Iteration 2F (108441.440000 sec): 3 clusters
  Score: Raw -45478.263554 + Penalty 1935.647145 = -43542.616409
  nChanged 24
		SP:Iteration 3F (108441.640000 sec): 3 clusters
  Score: Raw -45527.735131 + Penalty 1935.647145 = -43592.087986
  nChanged 10
		SP:Iteration 4Q (108441.800000 sec): 3 clusters
  Score: Raw -45556.618780 + Penalty 1935.647145 = -43620.971635
  nChanged 8
		SP:Iteration 5Q (108441.990000 sec): 3 clusters
  Score: Raw -45576.516100 + Penalty 1935.647145 = -43640.868955
  nChanged 5
		SP:Iteration 6Q (108442.170000 sec): 3 clusters
  Score: Raw -45586.793659 + Penalty 1935.647145 = -43651.146514
  nChanged 2
		SP:Iteration 7Q (108442.320000 sec): 3 clusters
  Score: Raw -45592.712332 + Penalty 1935.647145 = -43657.065187
  nChanged 2
		SP:Iteration 8Q (108442.440000 sec): 3 clusters
  Score: Raw -45596.905042 + Penalty 1935.647145 = -43661.257897
  nChanged 1
		SP:Iteration 9Q (108442.600000 sec): 3 clusters
  Score: Raw -45598.875056 + Penalty 1935.647145 = -43663.227911
  nChanged 0
		SP:Iteration 10F (108442.760000 sec): 3 clusters
  Score: Raw -45598.875056 + Penalty 1935.647145 = -43663.227911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 53 (12153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108442.970000 sec): 2 clusters
  Score: Raw -1454749.610894 + Penalty 1528.366341 = -1453221.244553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108443.150000 sec): 3 clusters
  Score: Raw -1447725.240930 + Penalty 3056.732683 = -1444668.508247
  nChanged 5374
		SP:Iteration 1F (108443.380000 sec): 3 clusters
  Score: Raw -1450673.268989 + Penalty 3056.732683 = -1447616.536306
  nChanged 780
		SP:Iteration 2F (108443.570000 sec): 3 clusters
  Score: Raw -1451038.972278 + Penalty 3056.732683 = -1447982.239595
  nChanged 704
		SP:Iteration 3F (108443.780000 sec): 3 clusters
  Score: Raw -1451424.443892 + Penalty 3056.732683 = -1448367.711209
  nChanged 755
		SP:Iteration 4F (108444.020000 sec): 3 clusters
  Score: Raw -1451895.746187 + Penalty 3056.732683 = -1448839.013504
  nChanged 801
		SP:Iteration 5F (108444.250000 sec): 3 clusters
  Score: Raw -1452490.946314 + Penalty 3056.732683 = -1449434.213632
  nChanged 825
		SP:Iteration 6F (108444.460000 sec): 3 clusters
  Score: Raw -1453194.882663 + Penalty 3056.732683 = -1450138.149980
  nChanged 724
		SP:Iteration 7F (108444.680000 sec): 3 clusters
  Score: Raw -1453841.837039 + Penalty 3056.732683 = -1450785.104356
  nChanged 539
		SP:Iteration 8Q (108444.910000 sec): 3 clusters
  Score: Raw -1454288.056016 + Penalty 3056.732683 = -1451231.323333
  nChanged 356
		SP:Iteration 9Q (108445.130000 sec): 3 clusters
  Score: Raw -1454583.659715 + Penalty 3056.732683 = -1451526.927033
  nChanged 232
		SP:Iteration 10Q (108445.370000 sec): 3 clusters
  Score: Raw -1454773.376546 + Penalty 3056.732683 = -1451716.643864
  nChanged 150
		SP:Iteration 11Q (108445.610000 sec): 3 clusters
  Score: Raw -1454890.341156 + Penalty 3056.732683 = -1451833.608474
  nChanged 91
		SP:Iteration 12Q (108445.840000 sec): 3 clusters
  Score: Raw -1454952.483178 + Penalty 3056.732683 = -1451895.750495
  nChanged 60
		SP:Iteration 13Q (108446.060000 sec): 3 clusters
  Score: Raw -1455011.759043 + Penalty 3056.732683 = -1451955.026360
  nChanged 67
		SP:Iteration 14Q (108446.260000 sec): 3 clusters
  Score: Raw -1455098.397750 + Penalty 3056.732683 = -1452041.665067
  nChanged 64
		SP:Iteration 15Q (108446.490000 sec): 3 clusters
  Score: Raw -1455169.258030 + Penalty 3056.732683 = -1452112.525347
  nChanged 51
		SP:Iteration 16Q (108446.680000 sec): 3 clusters
  Score: Raw -1455230.289373 + Penalty 3056.732683 = -1452173.556690
  nChanged 36
		SP:Iteration 17Q (108446.910000 sec): 3 clusters
  Score: Raw -1455270.941145 + Penalty 3056.732683 = -1452214.208462
  nChanged 48
		SP:Iteration 18Q (108447.160000 sec): 3 clusters
  Score: Raw -1455348.657352 + Penalty 3056.732683 = -1452291.924669
  nChanged 48
		SP:Iteration 19Q (108447.390000 sec): 3 clusters
  Score: Raw -1455413.602191 + Penalty 3056.732683 = -1452356.869508
  nChanged 43
		SP:Iteration 20F (108447.610000 sec): 3 clusters
  Score: Raw -1455462.469548 + Penalty 3056.732683 = -1452405.736865
  nChanged 42
		SP:Iteration 21Q (108447.810000 sec): 3 clusters
  Score: Raw -1455503.057456 + Penalty 3056.732683 = -1452446.324773
  nChanged 37
		SP:Iteration 22Q (108448.070000 sec): 3 clusters
  Score: Raw -1455532.437391 + Penalty 3056.732683 = -1452475.704708
  nChanged 20
		SP:Iteration 23Q (108448.310000 sec): 3 clusters
  Score: Raw -1455546.810649 + Penalty 3056.732683 = -1452490.077967
  nChanged 14
		SP:Iteration 24Q (108448.510000 sec): 3 clusters
  Score: Raw -1455556.520350 + Penalty 3056.732683 = -1452499.787667
  nChanged 14
		SP:Iteration 25Q (108448.720000 sec): 3 clusters
  Score: Raw -1455565.452448 + Penalty 3056.732683 = -1452508.719765
  nChanged 11
		SP:Iteration 26Q (108448.960000 sec): 3 clusters
  Score: Raw -1455572.988212 + Penalty 3056.732683 = -1452516.255529
  nChanged 11
		SP:Iteration 27Q (108449.200000 sec): 3 clusters
  Score: Raw -1455579.454602 + Penalty 3056.732683 = -1452522.721919
  nChanged 6
		SP:Iteration 28Q (108449.370000 sec): 3 clusters
  Score: Raw -1455582.755690 + Penalty 3056.732683 = -1452526.023007
  nChanged 3
		SP:Iteration 29Q (108449.610000 sec): 3 clusters
  Score: Raw -1455584.024734 + Penalty 3056.732683 = -1452527.292051
  nChanged 2
		SP:Iteration 30Q (108449.840000 sec): 3 clusters
  Score: Raw -1455585.078518 + Penalty 3056.732683 = -1452528.345835
  nChanged 4
		SP:Iteration 31Q (108450.040000 sec): 3 clusters
  Score: Raw -1455586.728438 + Penalty 3056.732683 = -1452529.995755
  nChanged 2
		SP:Iteration 32Q (108450.270000 sec): 3 clusters
  Score: Raw -1455587.343419 + Penalty 3056.732683 = -1452530.610736
  nChanged 2
		SP:Iteration 33Q (108450.470000 sec): 3 clusters
  Score: Raw -1455588.829262 + Penalty 3056.732683 = -1452532.096579
  nChanged 7
		SP:Iteration 34Q (108450.700000 sec): 3 clusters
  Score: Raw -1455592.274061 + Penalty 3056.732683 = -1452535.541378
  nChanged 2
		SP:Iteration 35Q (108450.940000 sec): 3 clusters
  Score: Raw -1455593.527963 + Penalty 3056.732683 = -1452536.795280
  nChanged 2
		SP:Iteration 36Q (108451.150000 sec): 3 clusters
  Score: Raw -1455594.392642 + Penalty 3056.732683 = -1452537.659960
  nChanged 3
		SP:Iteration 37Q (108451.380000 sec): 3 clusters
  Score: Raw -1455596.419093 + Penalty 3056.732683 = -1452539.686411
  nChanged 3
		SP:Iteration 38Q (108451.600000 sec): 3 clusters
  Score: Raw -1455597.553289 + Penalty 3056.732683 = -1452540.820606
  nChanged 2
		SP:Iteration 39Q (108451.840000 sec): 3 clusters
  Score: Raw -1455598.150109 + Penalty 3056.732683 = -1452541.417426
  nChanged 0
		SP:Iteration 40F (108452.050000 sec): 3 clusters
  Score: Raw -1455598.150109 + Penalty 3056.732683 = -1452541.417426
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 54 (1462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108452.140000 sec): 2 clusters
  Score: Raw -168129.982505 + Penalty 1184.228604 = -166945.753901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108452.310000 sec): 3 clusters
  Score: Raw -167555.379709 + Penalty 2368.457208 = -165186.922501
  nChanged 458
		SP:Iteration 1F (108452.500000 sec): 3 clusters
  Score: Raw -167883.041735 + Penalty 2368.457208 = -165514.584527
  nChanged 113
		SP:Iteration 2F (108452.680000 sec): 3 clusters
  Score: Raw -167997.212700 + Penalty 2368.457208 = -165628.755492
  nChanged 80
		SP:Iteration 3F (108452.860000 sec): 3 clusters
  Score: Raw -168083.310421 + Penalty 2368.457208 = -165714.853213
  nChanged 52
		SP:Iteration 4Q (108453.050000 sec): 3 clusters
  Score: Raw -168156.771970 + Penalty 2368.457208 = -165788.314762
  nChanged 58
		SP:Iteration 5Q (108453.200000 sec): 3 clusters
  Score: Raw -168299.963756 + Penalty 2368.457208 = -165931.506547
  nChanged 79
		SP:Iteration 6F (108453.350000 sec): 3 clusters
  Score: Raw -168542.355815 + Penalty 2368.457208 = -166173.898606
  nChanged 102
		SP:Iteration 7F (108453.530000 sec): 3 clusters
  Score: Raw -168707.557772 + Penalty 2368.457208 = -166339.100564
  nChanged 92
		SP:Iteration 8F (108453.680000 sec): 3 clusters
  Score: Raw -168826.798041 + Penalty 2368.457208 = -166458.340833
  nChanged 73
		SP:Iteration 9Q (108453.870000 sec): 3 clusters
  Score: Raw -168910.609559 + Penalty 2368.457208 = -166542.152351
  nChanged 45
		SP:Iteration 10Q (108453.970000 sec): 3 clusters
  Score: Raw -168945.177529 + Penalty 2368.457208 = -166576.720321
  nChanged 23
		SP:Iteration 11Q (108454.130000 sec): 3 clusters
  Score: Raw -168964.122011 + Penalty 2368.457208 = -166595.664803
  nChanged 17
		SP:Iteration 12Q (108454.320000 sec): 3 clusters
  Score: Raw -168979.509082 + Penalty 2368.457208 = -166611.051874
  nChanged 10
		SP:Iteration 13Q (108454.480000 sec): 3 clusters
  Score: Raw -168988.555413 + Penalty 2368.457208 = -166620.098204
  nChanged 6
		SP:Iteration 14Q (108454.640000 sec): 3 clusters
  Score: Raw -168993.521816 + Penalty 2368.457208 = -166625.064608
  nChanged 6
		SP:Iteration 15Q (108454.780000 sec): 3 clusters
  Score: Raw -168998.065271 + Penalty 2368.457208 = -166629.608063
  nChanged 3
		SP:Iteration 16Q (108454.930000 sec): 3 clusters
  Score: Raw -169000.481047 + Penalty 2368.457208 = -166632.023839
  nChanged 3
		SP:Iteration 17Q (108455.140000 sec): 3 clusters
  Score: Raw -169002.649389 + Penalty 2368.457208 = -166634.192181
  nChanged 4
		SP:Iteration 18Q (108455.280000 sec): 3 clusters
  Score: Raw -169005.887472 + Penalty 2368.457208 = -166637.430264
  nChanged 4
		SP:Iteration 19Q (108455.500000 sec): 3 clusters
  Score: Raw -169009.188079 + Penalty 2368.457208 = -166640.730871
  nChanged 3
		SP:Iteration 20F (108455.680000 sec): 3 clusters
  Score: Raw -169011.760599 + Penalty 2368.457208 = -166643.303391
  nChanged 3
		SP:Iteration 21Q (108455.850000 sec): 3 clusters
  Score: Raw -169013.522860 + Penalty 2368.457208 = -166645.065652
  nChanged 1
		SP:Iteration 22Q (108456.030000 sec): 3 clusters
  Score: Raw -169013.826645 + Penalty 2368.457208 = -166645.369437
  nChanged 0
		SP:Iteration 23F (108456.220000 sec): 3 clusters
  Score: Raw -169013.826645 + Penalty 2368.457208 = -166645.369437
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 55 (1458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108456.290000 sec): 2 clusters
  Score: Raw -171201.442302 + Penalty 1183.783398 = -170017.658904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108456.500000 sec): 3 clusters
  Score: Raw -170626.000099 + Penalty 2367.566797 = -168258.433302
  nChanged 480
		SP:Iteration 1F (108456.660000 sec): 3 clusters
  Score: Raw -170970.024204 + Penalty 2367.566797 = -168602.457407
  nChanged 126
		SP:Iteration 2F (108456.820000 sec): 3 clusters
  Score: Raw -171085.829796 + Penalty 2367.566797 = -168718.262999
  nChanged 90
		SP:Iteration 3F (108456.980000 sec): 3 clusters
  Score: Raw -171164.657598 + Penalty 2367.566797 = -168797.090802
  nChanged 61
		SP:Iteration 4Q (108457.180000 sec): 3 clusters
  Score: Raw -171215.195670 + Penalty 2367.566797 = -168847.628874
  nChanged 41
		SP:Iteration 5Q (108457.340000 sec): 3 clusters
  Score: Raw -171240.449648 + Penalty 2367.566797 = -168872.882852
  nChanged 24
		SP:Iteration 6Q (108457.500000 sec): 3 clusters
  Score: Raw -171256.398288 + Penalty 2367.566797 = -168888.831492
  nChanged 29
		SP:Iteration 7Q (108457.660000 sec): 3 clusters
  Score: Raw -171281.043256 + Penalty 2367.566797 = -168913.476459
  nChanged 31
		SP:Iteration 8Q (108457.860000 sec): 3 clusters
  Score: Raw -171308.172356 + Penalty 2367.566797 = -168940.605559
  nChanged 30
		SP:Iteration 9Q (108458.020000 sec): 3 clusters
  Score: Raw -171329.913731 + Penalty 2367.566797 = -168962.346934
  nChanged 26
		SP:Iteration 10Q (108458.170000 sec): 3 clusters
  Score: Raw -171348.540628 + Penalty 2367.566797 = -168980.973832
  nChanged 21
		SP:Iteration 11Q (108458.320000 sec): 3 clusters
  Score: Raw -171368.453899 + Penalty 2367.566797 = -169000.887103
  nChanged 24
		SP:Iteration 12Q (108458.480000 sec): 3 clusters
  Score: Raw -171387.291906 + Penalty 2367.566797 = -169019.725110
  nChanged 22
		SP:Iteration 13Q (108458.650000 sec): 3 clusters
  Score: Raw -171403.588995 + Penalty 2367.566797 = -169036.022198
  nChanged 22
		SP:Iteration 14Q (108458.820000 sec): 3 clusters
  Score: Raw -171418.750946 + Penalty 2367.566797 = -169051.184149
  nChanged 10
		SP:Iteration 15Q (108458.990000 sec): 3 clusters
  Score: Raw -171423.120763 + Penalty 2367.566797 = -169055.553967
  nChanged 9
		SP:Iteration 16Q (108459.190000 sec): 3 clusters
  Score: Raw -171429.551263 + Penalty 2367.566797 = -169061.984466
  nChanged 9
		SP:Iteration 17Q (108459.320000 sec): 3 clusters
  Score: Raw -171433.068880 + Penalty 2367.566797 = -169065.502083
  nChanged 7
		SP:Iteration 18Q (108459.490000 sec): 3 clusters
  Score: Raw -171436.753733 + Penalty 2367.566797 = -169069.186936
  nChanged 4
		SP:Iteration 19Q (108459.640000 sec): 3 clusters
  Score: Raw -171438.913726 + Penalty 2367.566797 = -169071.346929
  nChanged 5
		SP:Iteration 20F (108459.820000 sec): 3 clusters
  Score: Raw -171442.815503 + Penalty 2367.566797 = -169075.248707
  nChanged 10
		SP:Iteration 21Q (108460.000000 sec): 3 clusters
  Score: Raw -171450.330029 + Penalty 2367.566797 = -169082.763232
  nChanged 11
		SP:Iteration 22Q (108460.150000 sec): 3 clusters
  Score: Raw -171459.892112 + Penalty 2367.566797 = -169092.325316
  nChanged 17
		SP:Iteration 23Q (108460.340000 sec): 3 clusters
  Score: Raw -171475.618854 + Penalty 2367.566797 = -169108.052057
  nChanged 24
		SP:Iteration 24Q (108460.490000 sec): 3 clusters
  Score: Raw -171501.920462 + Penalty 2367.566797 = -169134.353666
  nChanged 22
		SP:Iteration 25Q (108460.640000 sec): 3 clusters
  Score: Raw -171524.757728 + Penalty 2367.566797 = -169157.190932
  nChanged 19
		SP:Iteration 26Q (108460.810000 sec): 3 clusters
  Score: Raw -171541.557999 + Penalty 2367.566797 = -169173.991202
  nChanged 7
		SP:Iteration 27Q (108460.980000 sec): 3 clusters
  Score: Raw -171548.283747 + Penalty 2367.566797 = -169180.716950
  nChanged 5
		SP:Iteration 28Q (108461.140000 sec): 3 clusters
  Score: Raw -171550.233394 + Penalty 2367.566797 = -169182.666597
  nChanged 2
		SP:Iteration 29Q (108461.320000 sec): 3 clusters
  Score: Raw -171551.362031 + Penalty 2367.566797 = -169183.795234
  nChanged 2
		SP:Iteration 30Q (108461.500000 sec): 3 clusters
  Score: Raw -171553.846236 + Penalty 2367.566797 = -169186.279439
  nChanged 2
		SP:Iteration 31Q (108461.630000 sec): 3 clusters
  Score: Raw -171556.186700 + Penalty 2367.566797 = -169188.619903
  nChanged 1
		SP:Iteration 32Q (108461.760000 sec): 3 clusters
  Score: Raw -171556.692354 + Penalty 2367.566797 = -169189.125557
  nChanged 0
		SP:Iteration 33F (108461.920000 sec): 3 clusters
  Score: Raw -171556.692354 + Penalty 2367.566797 = -169189.125557
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 56 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108462.030000 sec): 2 clusters
  Score: Raw -253929.258082 + Penalty 1254.358599 = -252674.899483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108462.190000 sec): 3 clusters
  Score: Raw -252971.999702 + Penalty 2508.717198 = -250463.282504
  nChanged 772
		SP:Iteration 1F (108462.320000 sec): 3 clusters
  Score: Raw -253527.858252 + Penalty 2508.717198 = -251019.141054
  nChanged 204
		SP:Iteration 2F (108462.500000 sec): 3 clusters
  Score: Raw -253804.849976 + Penalty 2508.717198 = -251296.132778
  nChanged 157
		SP:Iteration 3F (108462.690000 sec): 3 clusters
  Score: Raw -254002.168700 + Penalty 2508.717198 = -251493.451501
  nChanged 139
		SP:Iteration 4F (108462.890000 sec): 3 clusters
  Score: Raw -254143.194874 + Penalty 2508.717198 = -251634.477676
  nChanged 108
		SP:Iteration 5Q (108463.050000 sec): 3 clusters
  Score: Raw -254249.787720 + Penalty 2508.717198 = -251741.070522
  nChanged 95
		SP:Iteration 6Q (108463.250000 sec): 3 clusters
  Score: Raw -254347.579992 + Penalty 2508.717198 = -251838.862794
  nChanged 83
		SP:Iteration 7Q (108463.390000 sec): 3 clusters
  Score: Raw -254451.919198 + Penalty 2508.717198 = -251943.201999
  nChanged 102
		SP:Iteration 8Q (108463.590000 sec): 3 clusters
  Score: Raw -254582.562910 + Penalty 2508.717198 = -252073.845712
  nChanged 82
		SP:Iteration 9Q (108463.760000 sec): 3 clusters
  Score: Raw -254681.505089 + Penalty 2508.717198 = -252172.787890
  nChanged 70
		SP:Iteration 10Q (108463.890000 sec): 3 clusters
  Score: Raw -254766.945410 + Penalty 2508.717198 = -252258.228211
  nChanged 67
		SP:Iteration 11Q (108464.100000 sec): 3 clusters
  Score: Raw -254836.406135 + Penalty 2508.717198 = -252327.688937
  nChanged 56
		SP:Iteration 12Q (108464.260000 sec): 3 clusters
  Score: Raw -254895.721247 + Penalty 2508.717198 = -252387.004048
  nChanged 48
		SP:Iteration 13Q (108464.480000 sec): 3 clusters
  Score: Raw -254938.707906 + Penalty 2508.717198 = -252429.990708
  nChanged 35
		SP:Iteration 14Q (108464.650000 sec): 3 clusters
  Score: Raw -254963.365253 + Penalty 2508.717198 = -252454.648055
  nChanged 17
		SP:Iteration 15Q (108464.840000 sec): 3 clusters
  Score: Raw -254974.265671 + Penalty 2508.717198 = -252465.548473
  nChanged 16
		SP:Iteration 16Q (108464.990000 sec): 3 clusters
  Score: Raw -254983.767855 + Penalty 2508.717198 = -252475.050657
  nChanged 10
		SP:Iteration 17Q (108465.190000 sec): 3 clusters
  Score: Raw -254990.554997 + Penalty 2508.717198 = -252481.837799
  nChanged 9
		SP:Iteration 18Q (108465.330000 sec): 3 clusters
  Score: Raw -254998.487873 + Penalty 2508.717198 = -252489.770675
  nChanged 8
		SP:Iteration 19Q (108465.540000 sec): 3 clusters
  Score: Raw -255011.580980 + Penalty 2508.717198 = -252502.863782
  nChanged 10
		SP:Iteration 20F (108465.710000 sec): 3 clusters
  Score: Raw -255028.638942 + Penalty 2508.717198 = -252519.921743
  nChanged 18
		SP:Iteration 21Q (108465.890000 sec): 3 clusters
  Score: Raw -255046.221503 + Penalty 2508.717198 = -252537.504304
  nChanged 18
		SP:Iteration 22Q (108466.060000 sec): 3 clusters
  Score: Raw -255064.720687 + Penalty 2508.717198 = -252556.003489
  nChanged 13
		SP:Iteration 23Q (108466.230000 sec): 3 clusters
  Score: Raw -255078.734101 + Penalty 2508.717198 = -252570.016902
  nChanged 14
		SP:Iteration 24Q (108466.420000 sec): 3 clusters
  Score: Raw -255090.277398 + Penalty 2508.717198 = -252581.560199
  nChanged 9
		SP:Iteration 25Q (108466.630000 sec): 3 clusters
  Score: Raw -255097.993742 + Penalty 2508.717198 = -252589.276544
  nChanged 6
		SP:Iteration 26Q (108466.820000 sec): 3 clusters
  Score: Raw -255101.630695 + Penalty 2508.717198 = -252592.913497
  nChanged 5
		SP:Iteration 27Q (108466.990000 sec): 3 clusters
  Score: Raw -255103.813516 + Penalty 2508.717198 = -252595.096318
  nChanged 2
		SP:Iteration 28Q (108467.180000 sec): 3 clusters
  Score: Raw -255105.146242 + Penalty 2508.717198 = -252596.429044
  nChanged 1
		SP:Iteration 29Q (108467.390000 sec): 3 clusters
  Score: Raw -255106.230532 + Penalty 2508.717198 = -252597.513334
  nChanged 4
		SP:Iteration 30Q (108467.540000 sec): 3 clusters
  Score: Raw -255107.614013 + Penalty 2508.717198 = -252598.896815
  nChanged 1
		SP:Iteration 31Q (108467.720000 sec): 3 clusters
  Score: Raw -255107.953353 + Penalty 2508.717198 = -252599.236154
  nChanged 1
		SP:Iteration 32Q (108467.910000 sec): 3 clusters
  Score: Raw -255108.346625 + Penalty 2508.717198 = -252599.629427
  nChanged 1
		SP:Iteration 33Q (108468.060000 sec): 3 clusters
  Score: Raw -255108.643329 + Penalty 2508.717198 = -252599.926131
  nChanged 1
		SP:Iteration 34Q (108468.270000 sec): 3 clusters
  Score: Raw -255109.051385 + Penalty 2508.717198 = -252600.334187
  nChanged 1
		SP:Iteration 35Q (108468.450000 sec): 3 clusters
  Score: Raw -255109.355527 + Penalty 2508.717198 = -252600.638329
  nChanged 1
		SP:Iteration 36Q (108468.610000 sec): 3 clusters
  Score: Raw -255112.164315 + Penalty 2508.717198 = -252603.447116
  nChanged 2
		SP:Iteration 37Q (108468.820000 sec): 3 clusters
  Score: Raw -255114.314398 + Penalty 2508.717198 = -252605.597199
  nChanged 5
		SP:Iteration 38Q (108469.010000 sec): 3 clusters
  Score: Raw -255117.585850 + Penalty 2508.717198 = -252608.868652
  nChanged 5
		SP:Iteration 39Q (108469.170000 sec): 3 clusters
  Score: Raw -255124.622240 + Penalty 2508.717198 = -252615.905042
  nChanged 7
		SP:Iteration 40F (108469.350000 sec): 3 clusters
  Score: Raw -255130.387951 + Penalty 2508.717198 = -252621.670753
  nChanged 4
		SP:Iteration 41Q (108469.530000 sec): 3 clusters
  Score: Raw -255132.300053 + Penalty 2508.717198 = -252623.582855
  nChanged 4
		SP:Iteration 42Q (108469.690000 sec): 3 clusters
  Score: Raw -255134.240613 + Penalty 2508.717198 = -252625.523415
  nChanged 2
		SP:Iteration 43Q (108469.890000 sec): 3 clusters
  Score: Raw -255135.588202 + Penalty 2508.717198 = -252626.871003
  nChanged 3
		SP:Iteration 44Q (108470.060000 sec): 3 clusters
  Score: Raw -255136.550668 + Penalty 2508.717198 = -252627.833470
  nChanged 1
		SP:Iteration 45Q (108470.290000 sec): 3 clusters
  Score: Raw -255136.756142 + Penalty 2508.717198 = -252628.038944
  nChanged 1
		SP:Iteration 46Q (108470.440000 sec): 3 clusters
  Score: Raw -255138.142756 + Penalty 2508.717198 = -252629.425558
  nChanged 4
		SP:Iteration 47Q (108470.640000 sec): 3 clusters
  Score: Raw -255143.889818 + Penalty 2508.717198 = -252635.172620
  nChanged 3
		SP:Iteration 48Q (108470.810000 sec): 3 clusters
  Score: Raw -255145.963063 + Penalty 2508.717198 = -252637.245865
  nChanged 4
		SP:Iteration 49Q (108470.990000 sec): 3 clusters
  Score: Raw -255148.756853 + Penalty 2508.717198 = -252640.039655
  nChanged 4
		SP:Iteration 50Q (108471.180000 sec): 3 clusters
  Score: Raw -255151.648749 + Penalty 2508.717198 = -252642.931551
  nChanged 3
		SP:Iteration 51Q (108471.320000 sec): 3 clusters
  Score: Raw -255152.976466 + Penalty 2508.717198 = -252644.259267
  nChanged 2
		SP:Iteration 52Q (108471.510000 sec): 3 clusters
  Score: Raw -255154.693385 + Penalty 2508.717198 = -252645.976187
  nChanged 1
		SP:Iteration 53Q (108471.710000 sec): 3 clusters
  Score: Raw -255155.004227 + Penalty 2508.717198 = -252646.287029
  nChanged 1
		SP:Iteration 54Q (108471.890000 sec): 3 clusters
  Score: Raw -255155.215612 + Penalty 2508.717198 = -252646.498413
  nChanged 0
		SP:Iteration 55F (108472.060000 sec): 3 clusters
  Score: Raw -255155.215612 + Penalty 2508.717198 = -252646.498413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 57 (8708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108472.240000 sec): 2 clusters
  Score: Raw -1025131.179479 + Penalty 1474.199581 = -1023656.979898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108472.430000 sec): 3 clusters
  Score: Raw -1020211.158325 + Penalty 2948.399162 = -1017262.759163
  nChanged 3713
		SP:Iteration 1F (108472.650000 sec): 3 clusters
  Score: Raw -1022218.818595 + Penalty 2948.399162 = -1019270.419433
  nChanged 591
		SP:Iteration 2F (108472.850000 sec): 3 clusters
  Score: Raw -1022493.373159 + Penalty 2948.399162 = -1019544.973996
  nChanged 489
		SP:Iteration 3F (108473.050000 sec): 3 clusters
  Score: Raw -1022725.118106 + Penalty 2948.399162 = -1019776.718943
  nChanged 427
		SP:Iteration 4Q (108473.310000 sec): 3 clusters
  Score: Raw -1022936.306961 + Penalty 2948.399162 = -1019987.907799
  nChanged 406
		SP:Iteration 5Q (108473.510000 sec): 3 clusters
  Score: Raw -1023136.916066 + Penalty 2948.399162 = -1020188.516903
  nChanged 376
		SP:Iteration 6Q (108473.710000 sec): 3 clusters
  Score: Raw -1023329.346787 + Penalty 2948.399162 = -1020380.947625
  nChanged 368
		SP:Iteration 7Q (108473.910000 sec): 3 clusters
  Score: Raw -1023550.391217 + Penalty 2948.399162 = -1020601.992054
  nChanged 387
		SP:Iteration 8Q (108474.090000 sec): 3 clusters
  Score: Raw -1023782.958592 + Penalty 2948.399162 = -1020834.559430
  nChanged 397
		SP:Iteration 9Q (108474.300000 sec): 3 clusters
  Score: Raw -1024032.983240 + Penalty 2948.399162 = -1021084.584078
  nChanged 354
		SP:Iteration 10Q (108474.520000 sec): 3 clusters
  Score: Raw -1024247.745208 + Penalty 2948.399162 = -1021299.346046
  nChanged 337
		SP:Iteration 11Q (108474.710000 sec): 3 clusters
  Score: Raw -1024408.683972 + Penalty 2948.399162 = -1021460.284810
  nChanged 269
		SP:Iteration 12Q (108474.900000 sec): 3 clusters
  Score: Raw -1024518.043864 + Penalty 2948.399162 = -1021569.644702
  nChanged 202
		SP:Iteration 13Q (108475.120000 sec): 3 clusters
  Score: Raw -1024594.240959 + Penalty 2948.399162 = -1021645.841796
  nChanged 194
		SP:Iteration 14Q (108475.280000 sec): 3 clusters
  Score: Raw -1024659.402339 + Penalty 2948.399162 = -1021711.003176
  nChanged 159
		SP:Iteration 15Q (108475.530000 sec): 3 clusters
  Score: Raw -1024721.052994 + Penalty 2948.399162 = -1021772.653832
  nChanged 148
		SP:Iteration 16Q (108475.740000 sec): 3 clusters
  Score: Raw -1024774.883242 + Penalty 2948.399162 = -1021826.484080
  nChanged 142
		SP:Iteration 17Q (108475.950000 sec): 3 clusters
  Score: Raw -1024817.143101 + Penalty 2948.399162 = -1021868.743939
  nChanged 100
		SP:Iteration 18Q (108476.150000 sec): 3 clusters
  Score: Raw -1024852.567758 + Penalty 2948.399162 = -1021904.168596
  nChanged 106
		SP:Iteration 19Q (108476.380000 sec): 3 clusters
  Score: Raw -1024895.875693 + Penalty 2948.399162 = -1021947.476531
  nChanged 104
		SP:Iteration 20F (108476.600000 sec): 3 clusters
  Score: Raw -1024939.651898 + Penalty 2948.399162 = -1021991.252736
  nChanged 107
		SP:Iteration 21Q (108476.810000 sec): 3 clusters
  Score: Raw -1024974.417702 + Penalty 2948.399162 = -1022026.018540
  nChanged 74
		SP:Iteration 22Q (108477.060000 sec): 3 clusters
  Score: Raw -1024989.107074 + Penalty 2948.399162 = -1022040.707912
  nChanged 59
		SP:Iteration 23Q (108477.260000 sec): 3 clusters
  Score: Raw -1025000.042336 + Penalty 2948.399162 = -1022051.643173
  nChanged 50
		SP:Iteration 24Q (108477.500000 sec): 3 clusters
  Score: Raw -1025011.780809 + Penalty 2948.399162 = -1022063.381647
  nChanged 38
		SP:Iteration 25Q (108477.700000 sec): 3 clusters
  Score: Raw -1025021.704786 + Penalty 2948.399162 = -1022073.305624
  nChanged 40
		SP:Iteration 26Q (108477.890000 sec): 3 clusters
  Score: Raw -1025030.903119 + Penalty 2948.399162 = -1022082.503956
  nChanged 49
		SP:Iteration 27Q (108478.110000 sec): 3 clusters
  Score: Raw -1025043.341455 + Penalty 2948.399162 = -1022094.942293
  nChanged 58
		SP:Iteration 28Q (108478.280000 sec): 3 clusters
  Score: Raw -1025061.644069 + Penalty 2948.399162 = -1022113.244907
  nChanged 68
		SP:Iteration 29Q (108478.540000 sec): 3 clusters
  Score: Raw -1025077.016836 + Penalty 2948.399162 = -1022128.617674
  nChanged 67
		SP:Iteration 30Q (108478.730000 sec): 3 clusters
  Score: Raw -1025094.587629 + Penalty 2948.399162 = -1022146.188467
  nChanged 61
		SP:Iteration 31Q (108478.960000 sec): 3 clusters
  Score: Raw -1025108.652986 + Penalty 2948.399162 = -1022160.253823
  nChanged 59
		SP:Iteration 32Q (108479.220000 sec): 3 clusters
  Score: Raw -1025124.069067 + Penalty 2948.399162 = -1022175.669905
  nChanged 57
		SP:Iteration 33Q (108479.460000 sec): 3 clusters
  Score: Raw -1025142.526418 + Penalty 2948.399162 = -1022194.127255
  nChanged 52
		SP:Iteration 34Q (108479.650000 sec): 3 clusters
  Score: Raw -1025155.890477 + Penalty 2948.399162 = -1022207.491315
  nChanged 49
		SP:Iteration 35Q (108479.850000 sec): 3 clusters
  Score: Raw -1025166.201115 + Penalty 2948.399162 = -1022217.801953
  nChanged 37
		SP:Iteration 36Q (108480.070000 sec): 3 clusters
  Score: Raw -1025173.742349 + Penalty 2948.399162 = -1022225.343186
  nChanged 38
		SP:Iteration 37Q (108480.280000 sec): 3 clusters
  Score: Raw -1025185.317472 + Penalty 2948.399162 = -1022236.918310
  nChanged 35
		SP:Iteration 38Q (108480.470000 sec): 3 clusters
  Score: Raw -1025193.317785 + Penalty 2948.399162 = -1022244.918623
  nChanged 40
		SP:Iteration 39Q (108480.690000 sec): 3 clusters
  Score: Raw -1025202.784173 + Penalty 2948.399162 = -1022254.385011
  nChanged 39
		SP:Iteration 40F (108480.920000 sec): 3 clusters
  Score: Raw -1025212.407691 + Penalty 2948.399162 = -1022264.008529
  nChanged 42
		SP:Iteration 41Q (108481.110000 sec): 3 clusters
  Score: Raw -1025223.142799 + Penalty 2948.399162 = -1022274.743636
  nChanged 46
		SP:Iteration 42Q (108481.350000 sec): 3 clusters
  Score: Raw -1025233.368687 + Penalty 2948.399162 = -1022284.969525
  nChanged 45
		SP:Iteration 43Q (108481.550000 sec): 3 clusters
  Score: Raw -1025245.219686 + Penalty 2948.399162 = -1022296.820523
  nChanged 42
		SP:Iteration 44Q (108481.790000 sec): 3 clusters
  Score: Raw -1025257.566873 + Penalty 2948.399162 = -1022309.167711
  nChanged 43
		SP:Iteration 45Q (108482.010000 sec): 3 clusters
  Score: Raw -1025269.469034 + Penalty 2948.399162 = -1022321.069872
  nChanged 45
		SP:Iteration 46Q (108482.220000 sec): 3 clusters
  Score: Raw -1025280.593444 + Penalty 2948.399162 = -1022332.194282
  nChanged 46
		SP:Iteration 47Q (108482.450000 sec): 3 clusters
  Score: Raw -1025293.364185 + Penalty 2948.399162 = -1022344.965022
  nChanged 53
		SP:Iteration 48Q (108482.650000 sec): 3 clusters
  Score: Raw -1025307.232646 + Penalty 2948.399162 = -1022358.833484
  nChanged 57
		SP:Iteration 49Q (108482.870000 sec): 3 clusters
  Score: Raw -1025322.702782 + Penalty 2948.399162 = -1022374.303620
  nChanged 45
		SP:Iteration 50Q (108483.080000 sec): 3 clusters
  Score: Raw -1025335.141347 + Penalty 2948.399162 = -1022386.742184
  nChanged 51
		SP:Iteration 51Q (108483.260000 sec): 3 clusters
  Score: Raw -1025353.608137 + Penalty 2948.399162 = -1022405.208974
  nChanged 48
		SP:Iteration 52Q (108483.490000 sec): 3 clusters
  Score: Raw -1025368.499777 + Penalty 2948.399162 = -1022420.100615
  nChanged 54
		SP:Iteration 53Q (108483.720000 sec): 3 clusters
  Score: Raw -1025386.613838 + Penalty 2948.399162 = -1022438.214675
  nChanged 57
		SP:Iteration 54Q (108483.960000 sec): 3 clusters
  Score: Raw -1025404.738517 + Penalty 2948.399162 = -1022456.339355
  nChanged 60
		SP:Iteration 55Q (108484.170000 sec): 3 clusters
  Score: Raw -1025422.414478 + Penalty 2948.399162 = -1022474.015316
  nChanged 56
		SP:Iteration 56Q (108484.370000 sec): 3 clusters
  Score: Raw -1025439.308164 + Penalty 2948.399162 = -1022490.909002
  nChanged 47
		SP:Iteration 57Q (108484.580000 sec): 3 clusters
  Score: Raw -1025455.572997 + Penalty 2948.399162 = -1022507.173834
  nChanged 43
		SP:Iteration 58Q (108484.830000 sec): 3 clusters
  Score: Raw -1025467.143645 + Penalty 2948.399162 = -1022518.744483
  nChanged 43
		SP:Iteration 59Q (108485.020000 sec): 3 clusters
  Score: Raw -1025479.665407 + Penalty 2948.399162 = -1022531.266245
  nChanged 35
		SP:Iteration 60F (108485.260000 sec): 3 clusters
  Score: Raw -1025489.984519 + Penalty 2948.399162 = -1022541.585357
  nChanged 29
		SP:Iteration 61Q (108485.460000 sec): 3 clusters
  Score: Raw -1025498.233105 + Penalty 2948.399162 = -1022549.833942
  nChanged 25
		SP:Iteration 62Q (108485.700000 sec): 3 clusters
  Score: Raw -1025504.185406 + Penalty 2948.399162 = -1022555.786244
  nChanged 19
		SP:Iteration 63Q (108485.910000 sec): 3 clusters
  Score: Raw -1025508.914902 + Penalty 2948.399162 = -1022560.515739
  nChanged 22
		SP:Iteration 64Q (108486.090000 sec): 3 clusters
  Score: Raw -1025513.087241 + Penalty 2948.399162 = -1022564.688078
  nChanged 23
		SP:Iteration 65Q (108486.270000 sec): 3 clusters
  Score: Raw -1025519.314914 + Penalty 2948.399162 = -1022570.915752
  nChanged 30
		SP:Iteration 66Q (108486.450000 sec): 3 clusters
  Score: Raw -1025529.144815 + Penalty 2948.399162 = -1022580.745653
  nChanged 26
		SP:Iteration 67Q (108486.670000 sec): 3 clusters
  Score: Raw -1025535.781506 + Penalty 2948.399162 = -1022587.382343
  nChanged 31
		SP:Iteration 68Q (108486.860000 sec): 3 clusters
  Score: Raw -1025542.544318 + Penalty 2948.399162 = -1022594.145156
  nChanged 18
		SP:Iteration 69Q (108487.090000 sec): 3 clusters
  Score: Raw -1025546.801605 + Penalty 2948.399162 = -1022598.402443
  nChanged 13
		SP:Iteration 70Q (108487.270000 sec): 3 clusters
  Score: Raw -1025549.447645 + Penalty 2948.399162 = -1022601.048483
  nChanged 11
		SP:Iteration 71Q (108487.480000 sec): 3 clusters
  Score: Raw -1025552.344058 + Penalty 2948.399162 = -1022603.944896
  nChanged 16
		SP:Iteration 72Q (108487.650000 sec): 3 clusters
  Score: Raw -1025556.142714 + Penalty 2948.399162 = -1022607.743551
  nChanged 14
		SP:Iteration 73Q (108487.890000 sec): 3 clusters
  Score: Raw -1025559.670305 + Penalty 2948.399162 = -1022611.271143
  nChanged 8
		SP:Iteration 74Q (108488.080000 sec): 3 clusters
  Score: Raw -1025560.876013 + Penalty 2948.399162 = -1022612.476851
  nChanged 4
		SP:Iteration 75Q (108488.310000 sec): 3 clusters
  Score: Raw -1025561.489023 + Penalty 2948.399162 = -1022613.089861
  nChanged 2
		SP:Iteration 76Q (108488.500000 sec): 3 clusters
  Score: Raw -1025561.992992 + Penalty 2948.399162 = -1022613.593829
  nChanged 3
		SP:Iteration 77Q (108488.690000 sec): 3 clusters
  Score: Raw -1025562.744090 + Penalty 2948.399162 = -1022614.344928
  nChanged 7
		SP:Iteration 78Q (108488.930000 sec): 3 clusters
  Score: Raw -1025563.804481 + Penalty 2948.399162 = -1022615.405319
  nChanged 5
		SP:Iteration 79Q (108489.130000 sec): 3 clusters
  Score: Raw -1025565.313556 + Penalty 2948.399162 = -1022616.914394
  nChanged 6
		SP:Iteration 80F (108489.350000 sec): 3 clusters
  Score: Raw -1025566.615311 + Penalty 2948.399162 = -1022618.216148
  nChanged 4
		SP:Iteration 81Q (108489.570000 sec): 3 clusters
  Score: Raw -1025567.362600 + Penalty 2948.399162 = -1022618.963438
  nChanged 5
		SP:Iteration 82Q (108489.760000 sec): 3 clusters
  Score: Raw -1025568.006228 + Penalty 2948.399162 = -1022619.607066
  nChanged 3
		SP:Iteration 83Q (108489.930000 sec): 3 clusters
  Score: Raw -1025568.485552 + Penalty 2948.399162 = -1022620.086390
  nChanged 5
		SP:Iteration 84Q (108490.140000 sec): 3 clusters
  Score: Raw -1025569.207431 + Penalty 2948.399162 = -1022620.808268
  nChanged 1
		SP:Iteration 85Q (108490.340000 sec): 3 clusters
  Score: Raw -1025569.530039 + Penalty 2948.399162 = -1022621.130876
  nChanged 3
		SP:Iteration 86Q (108490.530000 sec): 3 clusters
  Score: Raw -1025569.887950 + Penalty 2948.399162 = -1022621.488787
  nChanged 2
		SP:Iteration 87Q (108490.760000 sec): 3 clusters
  Score: Raw -1025570.153700 + Penalty 2948.399162 = -1022621.754537
  nChanged 2
		SP:Iteration 88Q (108490.930000 sec): 3 clusters
  Score: Raw -1025570.537137 + Penalty 2948.399162 = -1022622.137975
  nChanged 5
		SP:Iteration 89Q (108491.170000 sec): 3 clusters
  Score: Raw -1025571.374551 + Penalty 2948.399162 = -1022622.975388
  nChanged 1
		SP:Iteration 90Q (108491.380000 sec): 3 clusters
  Score: Raw -1025571.462111 + Penalty 2948.399162 = -1022623.062949
  nChanged 1
		SP:Iteration 91Q (108491.580000 sec): 3 clusters
  Score: Raw -1025571.715969 + Penalty 2948.399162 = -1022623.316807
  nChanged 1
		SP:Iteration 92Q (108491.770000 sec): 3 clusters
  Score: Raw -1025571.909910 + Penalty 2948.399162 = -1022623.510748
  nChanged 1
		SP:Iteration 93Q (108492.010000 sec): 3 clusters
  Score: Raw -1025571.988385 + Penalty 2948.399162 = -1022623.589223
  nChanged 2
		SP:Iteration 94Q (108492.230000 sec): 3 clusters
  Score: Raw -1025572.204563 + Penalty 2948.399162 = -1022623.805400
  nChanged 0
		SP:Iteration 95F (108492.410000 sec): 3 clusters
  Score: Raw -1025572.204563 + Penalty 2948.399162 = -1022623.805400
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 58 (12020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108492.600000 sec): 2 clusters
  Score: Raw -1332179.880547 + Penalty 1526.578171 = -1330653.302376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108492.830000 sec): 3 clusters
  Score: Raw -1325300.535904 + Penalty 3053.156343 = -1322247.379562
  nChanged 5222
		SP:Iteration 1F (108493.050000 sec): 3 clusters
  Score: Raw -1328319.447570 + Penalty 3053.156343 = -1325266.291227
  nChanged 862
		SP:Iteration 2F (108493.310000 sec): 3 clusters
  Score: Raw -1328823.120054 + Penalty 3053.156343 = -1325769.963711
  nChanged 789
		SP:Iteration 3F (108493.540000 sec): 3 clusters
  Score: Raw -1329291.339365 + Penalty 3053.156343 = -1326238.183022
  nChanged 749
		SP:Iteration 4F (108493.770000 sec): 3 clusters
  Score: Raw -1329743.868914 + Penalty 3053.156343 = -1326690.712571
  nChanged 693
		SP:Iteration 5F (108493.970000 sec): 3 clusters
  Score: Raw -1330166.945911 + Penalty 3053.156343 = -1327113.789569
  nChanged 574
		SP:Iteration 6Q (108494.240000 sec): 3 clusters
  Score: Raw -1330484.007322 + Penalty 3053.156343 = -1327430.850979
  nChanged 521
		SP:Iteration 7Q (108494.430000 sec): 3 clusters
  Score: Raw -1330755.247459 + Penalty 3053.156343 = -1327702.091116
  nChanged 458
		SP:Iteration 8Q (108494.640000 sec): 3 clusters
  Score: Raw -1330964.069438 + Penalty 3053.156343 = -1327910.913095
  nChanged 388
		SP:Iteration 9Q (108494.870000 sec): 3 clusters
  Score: Raw -1331123.238766 + Penalty 3053.156343 = -1328070.082423
  nChanged 337
		SP:Iteration 10Q (108495.090000 sec): 3 clusters
  Score: Raw -1331247.136112 + Penalty 3053.156343 = -1328193.979769
  nChanged 285
		SP:Iteration 11Q (108495.300000 sec): 3 clusters
  Score: Raw -1331357.089268 + Penalty 3053.156343 = -1328303.932925
  nChanged 265
		SP:Iteration 12Q (108495.540000 sec): 3 clusters
  Score: Raw -1331451.424710 + Penalty 3053.156343 = -1328398.268367
  nChanged 207
		SP:Iteration 13Q (108495.730000 sec): 3 clusters
  Score: Raw -1331530.554711 + Penalty 3053.156343 = -1328477.398368
  nChanged 214
		SP:Iteration 14Q (108495.960000 sec): 3 clusters
  Score: Raw -1331634.062350 + Penalty 3053.156343 = -1328580.906008
  nChanged 239
		SP:Iteration 15Q (108496.160000 sec): 3 clusters
  Score: Raw -1331740.318479 + Penalty 3053.156343 = -1328687.162137
  nChanged 228
		SP:Iteration 16Q (108496.360000 sec): 3 clusters
  Score: Raw -1331848.226837 + Penalty 3053.156343 = -1328795.070494
  nChanged 203
		SP:Iteration 17Q (108496.640000 sec): 3 clusters
  Score: Raw -1331927.739736 + Penalty 3053.156343 = -1328874.583393
  nChanged 187
		SP:Iteration 18Q (108496.830000 sec): 3 clusters
  Score: Raw -1331987.521783 + Penalty 3053.156343 = -1328934.365440
  nChanged 164
		SP:Iteration 19Q (108497.060000 sec): 3 clusters
  Score: Raw -1332036.398044 + Penalty 3053.156343 = -1328983.241701
  nChanged 149
		SP:Iteration 20F (108497.280000 sec): 3 clusters
  Score: Raw -1332069.264758 + Penalty 3053.156343 = -1329016.108415
  nChanged 96
		SP:Iteration 21Q (108497.530000 sec): 3 clusters
  Score: Raw -1332091.974699 + Penalty 3053.156343 = -1329038.818357
  nChanged 82
		SP:Iteration 22Q (108497.740000 sec): 3 clusters
  Score: Raw -1332111.935253 + Penalty 3053.156343 = -1329058.778910
  nChanged 90
		SP:Iteration 23Q (108497.960000 sec): 3 clusters
  Score: Raw -1332129.840453 + Penalty 3053.156343 = -1329076.684111
  nChanged 74
		SP:Iteration 24Q (108498.230000 sec): 3 clusters
  Score: Raw -1332145.642260 + Penalty 3053.156343 = -1329092.485918
  nChanged 77
		SP:Iteration 25Q (108498.440000 sec): 3 clusters
  Score: Raw -1332160.525211 + Penalty 3053.156343 = -1329107.368869
  nChanged 64
		SP:Iteration 26Q (108498.660000 sec): 3 clusters
  Score: Raw -1332173.669403 + Penalty 3053.156343 = -1329120.513060
  nChanged 66
		SP:Iteration 27Q (108498.870000 sec): 3 clusters
  Score: Raw -1332184.969414 + Penalty 3053.156343 = -1329131.813072
  nChanged 39
		SP:Iteration 28Q (108499.110000 sec): 3 clusters
  Score: Raw -1332190.539149 + Penalty 3053.156343 = -1329137.382806
  nChanged 36
		SP:Iteration 29Q (108499.330000 sec): 3 clusters
  Score: Raw -1332195.953649 + Penalty 3053.156343 = -1329142.797307
  nChanged 31
		SP:Iteration 30Q (108499.540000 sec): 3 clusters
  Score: Raw -1332199.277815 + Penalty 3053.156343 = -1329146.121472
  nChanged 29
		SP:Iteration 31Q (108499.780000 sec): 3 clusters
  Score: Raw -1332202.690047 + Penalty 3053.156343 = -1329149.533704
  nChanged 24
		SP:Iteration 32Q (108500.020000 sec): 3 clusters
  Score: Raw -1332205.128640 + Penalty 3053.156343 = -1329151.972298
  nChanged 20
		SP:Iteration 33Q (108500.220000 sec): 3 clusters
  Score: Raw -1332207.576951 + Penalty 3053.156343 = -1329154.420608
  nChanged 20
		SP:Iteration 34Q (108500.440000 sec): 3 clusters
  Score: Raw -1332209.766383 + Penalty 3053.156343 = -1329156.610040
  nChanged 18
		SP:Iteration 35Q (108500.700000 sec): 3 clusters
  Score: Raw -1332212.852420 + Penalty 3053.156343 = -1329159.696077
  nChanged 23
		SP:Iteration 36Q (108500.890000 sec): 3 clusters
  Score: Raw -1332215.407625 + Penalty 3053.156343 = -1329162.251282
  nChanged 18
		SP:Iteration 37Q (108501.080000 sec): 3 clusters
  Score: Raw -1332217.143786 + Penalty 3053.156343 = -1329163.987443
  nChanged 13
		SP:Iteration 38Q (108501.300000 sec): 3 clusters
  Score: Raw -1332218.473604 + Penalty 3053.156343 = -1329165.317262
  nChanged 17
		SP:Iteration 39Q (108501.580000 sec): 3 clusters
  Score: Raw -1332220.114745 + Penalty 3053.156343 = -1329166.958402
  nChanged 19
		SP:Iteration 40F (108501.800000 sec): 3 clusters
  Score: Raw -1332222.583730 + Penalty 3053.156343 = -1329169.427388
  nChanged 24
		SP:Iteration 41Q (108502.030000 sec): 3 clusters
  Score: Raw -1332224.694234 + Penalty 3053.156343 = -1329171.537891
  nChanged 12
		SP:Iteration 42Q (108502.240000 sec): 3 clusters
  Score: Raw -1332225.715401 + Penalty 3053.156343 = -1329172.559058
  nChanged 10
		SP:Iteration 43Q (108502.450000 sec): 3 clusters
  Score: Raw -1332226.447461 + Penalty 3053.156343 = -1329173.291118
  nChanged 8
		SP:Iteration 44Q (108502.680000 sec): 3 clusters
  Score: Raw -1332227.074996 + Penalty 3053.156343 = -1329173.918653
  nChanged 5
		SP:Iteration 45Q (108502.890000 sec): 3 clusters
  Score: Raw -1332227.374235 + Penalty 3053.156343 = -1329174.217892
  nChanged 4
		SP:Iteration 46Q (108503.130000 sec): 3 clusters
  Score: Raw -1332227.753810 + Penalty 3053.156343 = -1329174.597468
  nChanged 4
		SP:Iteration 47Q (108503.340000 sec): 3 clusters
  Score: Raw -1332227.972428 + Penalty 3053.156343 = -1329174.816085
  nChanged 4
		SP:Iteration 48Q (108503.590000 sec): 3 clusters
  Score: Raw -1332228.512609 + Penalty 3053.156343 = -1329175.356266
  nChanged 8
		SP:Iteration 49Q (108503.800000 sec): 3 clusters
  Score: Raw -1332229.658372 + Penalty 3053.156343 = -1329176.502029
  nChanged 9
		SP:Iteration 50Q (108504.040000 sec): 3 clusters
  Score: Raw -1332230.554102 + Penalty 3053.156343 = -1329177.397759
  nChanged 10
		SP:Iteration 51Q (108504.270000 sec): 3 clusters
  Score: Raw -1332231.393684 + Penalty 3053.156343 = -1329178.237341
  nChanged 8
		SP:Iteration 52Q (108504.500000 sec): 3 clusters
  Score: Raw -1332232.297638 + Penalty 3053.156343 = -1329179.141296
  nChanged 9
		SP:Iteration 53Q (108504.760000 sec): 3 clusters
  Score: Raw -1332232.781316 + Penalty 3053.156343 = -1329179.624973
  nChanged 7
		SP:Iteration 54Q (108504.950000 sec): 3 clusters
  Score: Raw -1332233.678252 + Penalty 3053.156343 = -1329180.521910
  nChanged 9
		SP:Iteration 55Q (108505.150000 sec): 3 clusters
  Score: Raw -1332234.434163 + Penalty 3053.156343 = -1329181.277820
  nChanged 9
		SP:Iteration 56Q (108505.410000 sec): 3 clusters
  Score: Raw -1332235.282914 + Penalty 3053.156343 = -1329182.126571
  nChanged 6
		SP:Iteration 57Q (108505.630000 sec): 3 clusters
  Score: Raw -1332235.745685 + Penalty 3053.156343 = -1329182.589342
  nChanged 5
		SP:Iteration 58Q (108505.850000 sec): 3 clusters
  Score: Raw -1332235.965518 + Penalty 3053.156343 = -1329182.809175
  nChanged 2
		SP:Iteration 59Q (108506.060000 sec): 3 clusters
  Score: Raw -1332236.044133 + Penalty 3053.156343 = -1329182.887791
  nChanged 1
		SP:Iteration 60F (108506.320000 sec): 3 clusters
  Score: Raw -1332236.106053 + Penalty 3053.156343 = -1329182.949710
  nChanged 1
		SP:Iteration 61Q (108506.530000 sec): 3 clusters
  Score: Raw -1332236.245414 + Penalty 3053.156343 = -1329183.089071
  nChanged 2
		SP:Iteration 62Q (108506.750000 sec): 3 clusters
  Score: Raw -1332236.333282 + Penalty 3053.156343 = -1329183.176939
  nChanged 2
		SP:Iteration 63Q (108506.960000 sec): 3 clusters
  Score: Raw -1332236.410301 + Penalty 3053.156343 = -1329183.253958
  nChanged 4
		SP:Iteration 64Q (108507.190000 sec): 3 clusters
  Score: Raw -1332236.609809 + Penalty 3053.156343 = -1329183.453466
  nChanged 1
		SP:Iteration 65Q (108507.430000 sec): 3 clusters
  Score: Raw -1332236.639363 + Penalty 3053.156343 = -1329183.483020
  nChanged 0
		SP:Iteration 66F (108507.640000 sec): 3 clusters
  Score: Raw -1332236.639363 + Penalty 3053.156343 = -1329183.483020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 59 (13412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108507.770000 sec): 2 clusters
  Score: Raw -1584210.148967 + Penalty 1544.384580 = -1582665.764387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108508.050000 sec): 3 clusters
  Score: Raw -1576420.255256 + Penalty 3088.769160 = -1573331.486096
  nChanged 5925
		SP:Iteration 1F (108508.270000 sec): 3 clusters
  Score: Raw -1579752.006376 + Penalty 3088.769160 = -1576663.237216
  nChanged 812
		SP:Iteration 2F (108508.470000 sec): 3 clusters
  Score: Raw -1580121.028454 + Penalty 3088.769160 = -1577032.259294
  nChanged 722
		SP:Iteration 3F (108508.710000 sec): 3 clusters
  Score: Raw -1580472.901669 + Penalty 3088.769160 = -1577384.132509
  nChanged 704
		SP:Iteration 4F (108508.980000 sec): 3 clusters
  Score: Raw -1580843.069232 + Penalty 3088.769160 = -1577754.300072
  nChanged 725
		SP:Iteration 5F (108509.230000 sec): 3 clusters
  Score: Raw -1581248.817583 + Penalty 3088.769160 = -1578160.048423
  nChanged 755
		SP:Iteration 6F (108509.440000 sec): 3 clusters
  Score: Raw -1581715.719342 + Penalty 3088.769160 = -1578626.950182
  nChanged 711
		SP:Iteration 7F (108509.690000 sec): 3 clusters
  Score: Raw -1582130.370343 + Penalty 3088.769160 = -1579041.601183
  nChanged 624
		SP:Iteration 8Q (108509.940000 sec): 3 clusters
  Score: Raw -1582503.890459 + Penalty 3088.769160 = -1579415.121299
  nChanged 538
		SP:Iteration 9Q (108510.190000 sec): 3 clusters
  Score: Raw -1582775.236589 + Penalty 3088.769160 = -1579686.467429
  nChanged 394
		SP:Iteration 10Q (108510.420000 sec): 3 clusters
  Score: Raw -1582960.200348 + Penalty 3088.769160 = -1579871.431188
  nChanged 328
		SP:Iteration 11Q (108510.620000 sec): 3 clusters
  Score: Raw -1583113.170896 + Penalty 3088.769160 = -1580024.401736
  nChanged 290
		SP:Iteration 12Q (108510.890000 sec): 3 clusters
  Score: Raw -1583239.165171 + Penalty 3088.769160 = -1580150.396011
  nChanged 225
		SP:Iteration 13Q (108511.110000 sec): 3 clusters
  Score: Raw -1583338.179679 + Penalty 3088.769160 = -1580249.410519
  nChanged 200
		SP:Iteration 14Q (108511.350000 sec): 3 clusters
  Score: Raw -1583424.338172 + Penalty 3088.769160 = -1580335.569012
  nChanged 162
		SP:Iteration 15Q (108511.590000 sec): 3 clusters
  Score: Raw -1583486.543255 + Penalty 3088.769160 = -1580397.774095
  nChanged 156
		SP:Iteration 16Q (108511.830000 sec): 3 clusters
  Score: Raw -1583544.948225 + Penalty 3088.769160 = -1580456.179065
  nChanged 139
		SP:Iteration 17Q (108512.050000 sec): 3 clusters
  Score: Raw -1583592.595112 + Penalty 3088.769160 = -1580503.825952
  nChanged 121
		SP:Iteration 18Q (108512.280000 sec): 3 clusters
  Score: Raw -1583636.124394 + Penalty 3088.769160 = -1580547.355234
  nChanged 143
		SP:Iteration 19Q (108512.560000 sec): 3 clusters
  Score: Raw -1583688.819313 + Penalty 3088.769160 = -1580600.050153
  nChanged 128
		SP:Iteration 20F (108512.760000 sec): 3 clusters
  Score: Raw -1583740.847617 + Penalty 3088.769160 = -1580652.078457
  nChanged 109
		SP:Iteration 21Q (108512.980000 sec): 3 clusters
  Score: Raw -1583783.234247 + Penalty 3088.769160 = -1580694.465087
  nChanged 112
		SP:Iteration 22Q (108513.240000 sec): 3 clusters
  Score: Raw -1583819.693639 + Penalty 3088.769160 = -1580730.924479
  nChanged 105
		SP:Iteration 23Q (108513.520000 sec): 3 clusters
  Score: Raw -1583856.851565 + Penalty 3088.769160 = -1580768.082405
  nChanged 95
		SP:Iteration 24Q (108513.730000 sec): 3 clusters
  Score: Raw -1583888.544618 + Penalty 3088.769160 = -1580799.775458
  nChanged 83
		SP:Iteration 25Q (108513.980000 sec): 3 clusters
  Score: Raw -1583915.916431 + Penalty 3088.769160 = -1580827.147271
  nChanged 79
		SP:Iteration 26Q (108514.240000 sec): 3 clusters
  Score: Raw -1583940.661289 + Penalty 3088.769160 = -1580851.892129
  nChanged 71
		SP:Iteration 27Q (108514.480000 sec): 3 clusters
  Score: Raw -1583964.840073 + Penalty 3088.769160 = -1580876.070913
  nChanged 70
		SP:Iteration 28Q (108514.740000 sec): 3 clusters
  Score: Raw -1583987.330676 + Penalty 3088.769160 = -1580898.561516
  nChanged 72
		SP:Iteration 29Q (108514.950000 sec): 3 clusters
  Score: Raw -1584011.025841 + Penalty 3088.769160 = -1580922.256681
  nChanged 71
		SP:Iteration 30Q (108515.210000 sec): 3 clusters
  Score: Raw -1584037.854926 + Penalty 3088.769160 = -1580949.085766
  nChanged 78
		SP:Iteration 31Q (108515.430000 sec): 3 clusters
  Score: Raw -1584070.902551 + Penalty 3088.769160 = -1580982.133391
  nChanged 75
		SP:Iteration 32Q (108515.660000 sec): 3 clusters
  Score: Raw -1584105.526825 + Penalty 3088.769160 = -1581016.757665
  nChanged 86
		SP:Iteration 33Q (108515.900000 sec): 3 clusters
  Score: Raw -1584144.908826 + Penalty 3088.769160 = -1581056.139666
  nChanged 87
		SP:Iteration 34Q (108516.090000 sec): 3 clusters
  Score: Raw -1584188.074908 + Penalty 3088.769160 = -1581099.305748
  nChanged 73
		SP:Iteration 35Q (108516.320000 sec): 3 clusters
  Score: Raw -1584221.013731 + Penalty 3088.769160 = -1581132.244571
  nChanged 62
		SP:Iteration 36Q (108516.530000 sec): 3 clusters
  Score: Raw -1584247.785708 + Penalty 3088.769160 = -1581159.016548
  nChanged 52
		SP:Iteration 37Q (108516.790000 sec): 3 clusters
  Score: Raw -1584269.603258 + Penalty 3088.769160 = -1581180.834098
  nChanged 47
		SP:Iteration 38Q (108517.010000 sec): 3 clusters
  Score: Raw -1584284.854272 + Penalty 3088.769160 = -1581196.085112
  nChanged 43
		SP:Iteration 39Q (108517.260000 sec): 3 clusters
  Score: Raw -1584299.190308 + Penalty 3088.769160 = -1581210.421148
  nChanged 37
		SP:Iteration 40F (108517.470000 sec): 3 clusters
  Score: Raw -1584311.702419 + Penalty 3088.769160 = -1581222.933259
  nChanged 39
		SP:Iteration 41Q (108517.720000 sec): 3 clusters
  Score: Raw -1584327.674965 + Penalty 3088.769160 = -1581238.905805
  nChanged 37
		SP:Iteration 42Q (108517.930000 sec): 3 clusters
  Score: Raw -1584343.596241 + Penalty 3088.769160 = -1581254.827081
  nChanged 28
		SP:Iteration 43Q (108518.150000 sec): 3 clusters
  Score: Raw -1584355.636876 + Penalty 3088.769160 = -1581266.867716
  nChanged 25
		SP:Iteration 44Q (108518.380000 sec): 3 clusters
  Score: Raw -1584364.310606 + Penalty 3088.769160 = -1581275.541446
  nChanged 21
		SP:Iteration 45Q (108518.620000 sec): 3 clusters
  Score: Raw -1584371.963854 + Penalty 3088.769160 = -1581283.194694
  nChanged 20
		SP:Iteration 46Q (108518.840000 sec): 3 clusters
  Score: Raw -1584378.004143 + Penalty 3088.769160 = -1581289.234984
  nChanged 17
		SP:Iteration 47Q (108519.110000 sec): 3 clusters
  Score: Raw -1584387.133883 + Penalty 3088.769160 = -1581298.364723
  nChanged 21
		SP:Iteration 48Q (108519.300000 sec): 3 clusters
  Score: Raw -1584398.916070 + Penalty 3088.769160 = -1581310.146910
  nChanged 15
		SP:Iteration 49Q (108519.520000 sec): 3 clusters
  Score: Raw -1584404.805925 + Penalty 3088.769160 = -1581316.036765
  nChanged 15
		SP:Iteration 50Q (108519.770000 sec): 3 clusters
  Score: Raw -1584409.398961 + Penalty 3088.769160 = -1581320.629801
  nChanged 13
		SP:Iteration 51Q (108519.980000 sec): 3 clusters
  Score: Raw -1584413.777996 + Penalty 3088.769160 = -1581325.008836
  nChanged 9
		SP:Iteration 52Q (108520.240000 sec): 3 clusters
  Score: Raw -1584417.024680 + Penalty 3088.769160 = -1581328.255520
  nChanged 14
		SP:Iteration 53Q (108520.460000 sec): 3 clusters
  Score: Raw -1584423.638901 + Penalty 3088.769160 = -1581334.869741
  nChanged 19
		SP:Iteration 54Q (108520.680000 sec): 3 clusters
  Score: Raw -1584430.550107 + Penalty 3088.769160 = -1581341.780947
  nChanged 18
		SP:Iteration 55Q (108520.940000 sec): 3 clusters
  Score: Raw -1584437.605230 + Penalty 3088.769160 = -1581348.836070
  nChanged 14
		SP:Iteration 56Q (108521.150000 sec): 3 clusters
  Score: Raw -1584443.465363 + Penalty 3088.769160 = -1581354.696203
  nChanged 12
		SP:Iteration 57Q (108521.350000 sec): 3 clusters
  Score: Raw -1584448.953265 + Penalty 3088.769160 = -1581360.184105
  nChanged 9
		SP:Iteration 58Q (108521.560000 sec): 3 clusters
  Score: Raw -1584451.590858 + Penalty 3088.769160 = -1581362.821698
  nChanged 10
		SP:Iteration 59Q (108521.770000 sec): 3 clusters
  Score: Raw -1584454.686378 + Penalty 3088.769160 = -1581365.917218
  nChanged 5
		SP:Iteration 60F (108522.000000 sec): 3 clusters
  Score: Raw -1584457.562820 + Penalty 3088.769160 = -1581368.793660
  nChanged 8
		SP:Iteration 61Q (108522.200000 sec): 3 clusters
  Score: Raw -1584460.435123 + Penalty 3088.769160 = -1581371.665963
  nChanged 3
		SP:Iteration 62Q (108522.460000 sec): 3 clusters
  Score: Raw -1584461.721942 + Penalty 3088.769160 = -1581372.952782
  nChanged 3
		SP:Iteration 63Q (108522.700000 sec): 3 clusters
  Score: Raw -1584462.971531 + Penalty 3088.769160 = -1581374.202371
  nChanged 2
		SP:Iteration 64Q (108522.900000 sec): 3 clusters
  Score: Raw -1584463.388632 + Penalty 3088.769160 = -1581374.619472
  nChanged 2
		SP:Iteration 65Q (108523.140000 sec): 3 clusters
  Score: Raw -1584463.893525 + Penalty 3088.769160 = -1581375.124365
  nChanged 2
		SP:Iteration 66Q (108523.360000 sec): 3 clusters
  Score: Raw -1584464.321203 + Penalty 3088.769160 = -1581375.552043
  nChanged 1
		SP:Iteration 67Q (108523.590000 sec): 3 clusters
  Score: Raw -1584464.492970 + Penalty 3088.769160 = -1581375.723810
  nChanged 0
		SP:Iteration 68F (108523.840000 sec): 3 clusters
  Score: Raw -1584464.492970 + Penalty 3088.769160 = -1581375.723810
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 60 (22764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108524.070000 sec): 2 clusters
  Score: Raw -2644941.314946 + Penalty 1630.352038 = -2643310.962908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108524.380000 sec): 3 clusters
  Score: Raw -2631263.942986 + Penalty 3260.704076 = -2628003.238909
  nChanged 10247
		SP:Iteration 1F (108524.640000 sec): 3 clusters
  Score: Raw -2637055.755405 + Penalty 3260.704076 = -2633795.051329
  nChanged 1257
		SP:Iteration 2F (108524.920000 sec): 3 clusters
  Score: Raw -2637635.236180 + Penalty 3260.704076 = -2634374.532104
  nChanged 1301
		SP:Iteration 3F (108525.200000 sec): 3 clusters
  Score: Raw -2638346.078769 + Penalty 3260.704076 = -2635085.374692
  nChanged 1383
		SP:Iteration 4F (108525.480000 sec): 3 clusters
  Score: Raw -2639186.205549 + Penalty 3260.704076 = -2635925.501472
  nChanged 1383
		SP:Iteration 5F (108525.770000 sec): 3 clusters
  Score: Raw -2640051.748796 + Penalty 3260.704076 = -2636791.044720
  nChanged 1262
		SP:Iteration 6F (108526.050000 sec): 3 clusters
  Score: Raw -2640893.207065 + Penalty 3260.704076 = -2637632.502988
  nChanged 1151
		SP:Iteration 7F (108526.330000 sec): 3 clusters
  Score: Raw -2641699.534177 + Penalty 3260.704076 = -2638438.830101
  nChanged 1025
		SP:Iteration 8Q (108526.600000 sec): 3 clusters
  Score: Raw -2642380.208472 + Penalty 3260.704076 = -2639119.504396
  nChanged 873
		SP:Iteration 9Q (108526.900000 sec): 3 clusters
  Score: Raw -2642946.937717 + Penalty 3260.704076 = -2639686.233641
  nChanged 680
		SP:Iteration 10Q (108527.170000 sec): 3 clusters
  Score: Raw -2643357.056316 + Penalty 3260.704076 = -2640096.352240
  nChanged 533
		SP:Iteration 11Q (108527.450000 sec): 3 clusters
  Score: Raw -2643691.735284 + Penalty 3260.704076 = -2640431.031208
  nChanged 459
		SP:Iteration 12Q (108527.720000 sec): 3 clusters
  Score: Raw -2643950.696105 + Penalty 3260.704076 = -2640689.992029
  nChanged 379
		SP:Iteration 13Q (108528.010000 sec): 3 clusters
  Score: Raw -2644166.783842 + Penalty 3260.704076 = -2640906.079766
  nChanged 336
		SP:Iteration 14Q (108528.230000 sec): 3 clusters
  Score: Raw -2644358.587445 + Penalty 3260.704076 = -2641097.883369
  nChanged 260
		SP:Iteration 15Q (108528.500000 sec): 3 clusters
  Score: Raw -2644504.098522 + Penalty 3260.704076 = -2641243.394446
  nChanged 226
		SP:Iteration 16Q (108528.770000 sec): 3 clusters
  Score: Raw -2644616.663906 + Penalty 3260.704076 = -2641355.959830
  nChanged 197
		SP:Iteration 17Q (108529.020000 sec): 3 clusters
  Score: Raw -2644709.393245 + Penalty 3260.704076 = -2641448.689168
  nChanged 159
		SP:Iteration 18Q (108529.260000 sec): 3 clusters
  Score: Raw -2644783.677058 + Penalty 3260.704076 = -2641522.972982
  nChanged 141
		SP:Iteration 19Q (108529.590000 sec): 3 clusters
  Score: Raw -2644851.145712 + Penalty 3260.704076 = -2641590.441636
  nChanged 127
		SP:Iteration 20F (108529.890000 sec): 3 clusters
  Score: Raw -2644907.036303 + Penalty 3260.704076 = -2641646.332227
  nChanged 99
		SP:Iteration 21Q (108530.190000 sec): 3 clusters
  Score: Raw -2644948.526174 + Penalty 3260.704076 = -2641687.822098
  nChanged 86
		SP:Iteration 22Q (108530.460000 sec): 3 clusters
  Score: Raw -2644981.268112 + Penalty 3260.704076 = -2641720.564036
  nChanged 67
		SP:Iteration 23Q (108530.720000 sec): 3 clusters
  Score: Raw -2645011.568098 + Penalty 3260.704076 = -2641750.864022
  nChanged 68
		SP:Iteration 24Q (108531.010000 sec): 3 clusters
  Score: Raw -2645045.175542 + Penalty 3260.704076 = -2641784.471466
  nChanged 66
		SP:Iteration 25Q (108531.270000 sec): 3 clusters
  Score: Raw -2645074.008017 + Penalty 3260.704076 = -2641813.303940
  nChanged 59
		SP:Iteration 26Q (108531.550000 sec): 3 clusters
  Score: Raw -2645101.323310 + Penalty 3260.704076 = -2641840.619233
  nChanged 45
		SP:Iteration 27Q (108531.830000 sec): 3 clusters
  Score: Raw -2645119.920649 + Penalty 3260.704076 = -2641859.216573
  nChanged 43
		SP:Iteration 28Q (108532.090000 sec): 3 clusters
  Score: Raw -2645137.482989 + Penalty 3260.704076 = -2641876.778912
  nChanged 35
		SP:Iteration 29Q (108532.380000 sec): 3 clusters
  Score: Raw -2645159.309601 + Penalty 3260.704076 = -2641898.605525
  nChanged 46
		SP:Iteration 30Q (108532.620000 sec): 3 clusters
  Score: Raw -2645184.298566 + Penalty 3260.704076 = -2641923.594489
  nChanged 39
		SP:Iteration 31Q (108532.950000 sec): 3 clusters
  Score: Raw -2645204.023736 + Penalty 3260.704076 = -2641943.319660
  nChanged 43
		SP:Iteration 32Q (108533.250000 sec): 3 clusters
  Score: Raw -2645225.354444 + Penalty 3260.704076 = -2641964.650368
  nChanged 30
		SP:Iteration 33Q (108533.540000 sec): 3 clusters
  Score: Raw -2645240.562799 + Penalty 3260.704076 = -2641979.858722
  nChanged 22
		SP:Iteration 34Q (108533.820000 sec): 3 clusters
  Score: Raw -2645249.767478 + Penalty 3260.704076 = -2641989.063401
  nChanged 17
		SP:Iteration 35Q (108534.110000 sec): 3 clusters
  Score: Raw -2645257.330591 + Penalty 3260.704076 = -2641996.626514
  nChanged 15
		SP:Iteration 36Q (108534.370000 sec): 3 clusters
  Score: Raw -2645263.503660 + Penalty 3260.704076 = -2642002.799583
  nChanged 14
		SP:Iteration 37Q (108534.630000 sec): 3 clusters
  Score: Raw -2645268.876886 + Penalty 3260.704076 = -2642008.172809
  nChanged 10
		SP:Iteration 38Q (108534.910000 sec): 3 clusters
  Score: Raw -2645273.054690 + Penalty 3260.704076 = -2642012.350613
  nChanged 11
		SP:Iteration 39Q (108535.150000 sec): 3 clusters
  Score: Raw -2645279.245402 + Penalty 3260.704076 = -2642018.541325
  nChanged 17
		SP:Iteration 40F (108535.470000 sec): 3 clusters
  Score: Raw -2645288.561228 + Penalty 3260.704076 = -2642027.857152
  nChanged 16
		SP:Iteration 41Q (108535.750000 sec): 3 clusters
  Score: Raw -2645298.414740 + Penalty 3260.704076 = -2642037.710664
  nChanged 21
		SP:Iteration 42Q (108536.000000 sec): 3 clusters
  Score: Raw -2645311.838927 + Penalty 3260.704076 = -2642051.134850
  nChanged 14
		SP:Iteration 43Q (108536.260000 sec): 3 clusters
  Score: Raw -2645320.184055 + Penalty 3260.704076 = -2642059.479978
  nChanged 10
		SP:Iteration 44Q (108536.540000 sec): 3 clusters
  Score: Raw -2645325.582070 + Penalty 3260.704076 = -2642064.877994
  nChanged 10
		SP:Iteration 45Q (108536.840000 sec): 3 clusters
  Score: Raw -2645330.377371 + Penalty 3260.704076 = -2642069.673295
  nChanged 9
		SP:Iteration 46Q (108537.100000 sec): 3 clusters
  Score: Raw -2645335.214011 + Penalty 3260.704076 = -2642074.509935
  nChanged 7
		SP:Iteration 47Q (108537.380000 sec): 3 clusters
  Score: Raw -2645339.131372 + Penalty 3260.704076 = -2642078.427295
  nChanged 5
		SP:Iteration 48Q (108537.700000 sec): 3 clusters
  Score: Raw -2645340.932584 + Penalty 3260.704076 = -2642080.228507
  nChanged 2
		SP:Iteration 49Q (108537.970000 sec): 3 clusters
  Score: Raw -2645341.732506 + Penalty 3260.704076 = -2642081.028429
  nChanged 2
		SP:Iteration 50Q (108538.220000 sec): 3 clusters
  Score: Raw -2645342.352438 + Penalty 3260.704076 = -2642081.648362
  nChanged 2
		SP:Iteration 51Q (108538.530000 sec): 3 clusters
  Score: Raw -2645343.110449 + Penalty 3260.704076 = -2642082.406373
  nChanged 2
		SP:Iteration 52Q (108538.800000 sec): 3 clusters
  Score: Raw -2645343.563597 + Penalty 3260.704076 = -2642082.859521
  nChanged 2
		SP:Iteration 53Q (108539.060000 sec): 3 clusters
  Score: Raw -2645344.061936 + Penalty 3260.704076 = -2642083.357859
  nChanged 0
		SP:Iteration 54F (108539.380000 sec): 3 clusters
  Score: Raw -2645344.061936 + Penalty 3260.704076 = -2642083.357859
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 61 (122131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108540.150000 sec): 2 clusters
  Score: Raw -15056914.399857 + Penalty 1903.338047 = -15055011.061810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108540.860000 sec): 3 clusters
  Score: Raw -14976900.511700 + Penalty 3806.676093 = -14973093.835606
  nChanged 58507
		SP:Iteration 1F (108541.530000 sec): 3 clusters
  Score: Raw -15011648.400692 + Penalty 3806.676093 = -15007841.724599
  nChanged 4725
		SP:Iteration 2Q (108542.200000 sec): 3 clusters
  Score: Raw -15013243.741773 + Penalty 3806.676093 = -15009437.065679
  nChanged 5901
		SP:Iteration 3Q (108542.920000 sec): 3 clusters
  Score: Raw -15015890.652721 + Penalty 3806.676093 = -15012083.976628
  nChanged 7665
		SP:Iteration 4F (108543.670000 sec): 3 clusters
  Score: Raw -15020481.521401 + Penalty 3806.676093 = -15016674.845307
  nChanged 9610
		SP:Iteration 5F (108544.410000 sec): 3 clusters
  Score: Raw -15027868.514412 + Penalty 3806.676093 = -15024061.838318
  nChanged 10700
		SP:Iteration 6F (108545.150000 sec): 3 clusters
  Score: Raw -15037533.205936 + Penalty 3806.676093 = -15033726.529842
  nChanged 9500
		SP:Iteration 7F (108545.930000 sec): 3 clusters
  Score: Raw -15046838.851812 + Penalty 3806.676093 = -15043032.175719
  nChanged 6214
		SP:Iteration 8F (108546.720000 sec): 3 clusters
  Score: Raw -15053039.330795 + Penalty 3806.676093 = -15049232.654702
  nChanged 2886
		SP:Iteration 9Q (108547.490000 sec): 3 clusters
  Score: Raw -15055798.023433 + Penalty 3806.676093 = -15051991.347339
  nChanged 920
		SP:Iteration 10Q (108548.160000 sec): 3 clusters
  Score: Raw -15056654.684082 + Penalty 3806.676093 = -15052848.007989
  nChanged 252
		SP:Iteration 11Q (108548.860000 sec): 3 clusters
  Score: Raw -15056937.581384 + Penalty 3806.676093 = -15053130.905291
  nChanged 66
		SP:Iteration 12Q (108549.560000 sec): 3 clusters
  Score: Raw -15057020.446925 + Penalty 3806.676093 = -15053213.770832
  nChanged 34
		SP:Iteration 13Q (108550.280000 sec): 3 clusters
  Score: Raw -15057071.890001 + Penalty 3806.676093 = -15053265.213907
  nChanged 17
		SP:Iteration 14Q (108551.040000 sec): 3 clusters
  Score: Raw -15057094.547197 + Penalty 3806.676093 = -15053287.871103
  nChanged 14
		SP:Iteration 15Q (108551.760000 sec): 3 clusters
  Score: Raw -15057113.075448 + Penalty 3806.676093 = -15053306.399354
  nChanged 10
		SP:Iteration 16Q (108552.450000 sec): 3 clusters
  Score: Raw -15057123.837530 + Penalty 3806.676093 = -15053317.161436
  nChanged 5
		SP:Iteration 17Q (108553.140000 sec): 3 clusters
  Score: Raw -15057128.868819 + Penalty 3806.676093 = -15053322.192726
  nChanged 1
		SP:Iteration 18Q (108553.840000 sec): 3 clusters
  Score: Raw -15057130.417264 + Penalty 3806.676093 = -15053323.741170
  nChanged 0
		SP:Iteration 19F (108554.530000 sec): 3 clusters
  Score: Raw -15057130.417264 + Penalty 3806.676093 = -15053323.741170
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 62 (6027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108554.720000 sec): 2 clusters
  Score: Raw -713513.361325 + Penalty 1414.400756 = -712098.960569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108554.920000 sec): 3 clusters
  Score: Raw -710288.956332 + Penalty 2828.801512 = -707460.154820
  nChanged 2498
		SP:Iteration 1F (108555.100000 sec): 3 clusters
  Score: Raw -711596.823007 + Penalty 2828.801512 = -708768.021495
  nChanged 420
		SP:Iteration 2F (108555.320000 sec): 3 clusters
  Score: Raw -711829.454180 + Penalty 2828.801512 = -709000.652668
  nChanged 352
		SP:Iteration 3F (108555.500000 sec): 3 clusters
  Score: Raw -712041.611653 + Penalty 2828.801512 = -709212.810141
  nChanged 353
		SP:Iteration 4F (108555.710000 sec): 3 clusters
  Score: Raw -712267.137060 + Penalty 2828.801512 = -709438.335548
  nChanged 353
		SP:Iteration 5F (108555.850000 sec): 3 clusters
  Score: Raw -712511.903623 + Penalty 2828.801512 = -709683.102110
  nChanged 342
		SP:Iteration 6F (108556.030000 sec): 3 clusters
  Score: Raw -712765.027813 + Penalty 2828.801512 = -709936.226300
  nChanged 321
		SP:Iteration 7F (108556.210000 sec): 3 clusters
  Score: Raw -712998.444081 + Penalty 2828.801512 = -710169.642568
  nChanged 283
		SP:Iteration 8Q (108556.390000 sec): 3 clusters
  Score: Raw -713192.565039 + Penalty 2828.801512 = -710363.763527
  nChanged 231
		SP:Iteration 9Q (108556.620000 sec): 3 clusters
  Score: Raw -713333.472959 + Penalty 2828.801512 = -710504.671446
  nChanged 178
		SP:Iteration 10Q (108556.810000 sec): 3 clusters
  Score: Raw -713432.842100 + Penalty 2828.801512 = -710604.040587
  nChanged 132
		SP:Iteration 11Q (108557.030000 sec): 3 clusters
  Score: Raw -713505.523603 + Penalty 2828.801512 = -710676.722091
  nChanged 97
		SP:Iteration 12Q (108557.230000 sec): 3 clusters
  Score: Raw -713550.816054 + Penalty 2828.801512 = -710722.014541
  nChanged 77
		SP:Iteration 13Q (108557.470000 sec): 3 clusters
  Score: Raw -713583.541174 + Penalty 2828.801512 = -710754.739662
  nChanged 63
		SP:Iteration 14Q (108557.660000 sec): 3 clusters
  Score: Raw -713611.949503 + Penalty 2828.801512 = -710783.147991
  nChanged 62
		SP:Iteration 15Q (108557.830000 sec): 3 clusters
  Score: Raw -713639.743829 + Penalty 2828.801512 = -710810.942317
  nChanged 48
		SP:Iteration 16Q (108558.050000 sec): 3 clusters
  Score: Raw -713661.654841 + Penalty 2828.801512 = -710832.853329
  nChanged 47
		SP:Iteration 17Q (108558.240000 sec): 3 clusters
  Score: Raw -713678.466094 + Penalty 2828.801512 = -710849.664582
  nChanged 39
		SP:Iteration 18Q (108558.420000 sec): 3 clusters
  Score: Raw -713694.703315 + Penalty 2828.801512 = -710865.901803
  nChanged 33
		SP:Iteration 19Q (108558.610000 sec): 3 clusters
  Score: Raw -713707.901395 + Penalty 2828.801512 = -710879.099883
  nChanged 26
		SP:Iteration 20F (108558.800000 sec): 3 clusters
  Score: Raw -713719.906490 + Penalty 2828.801512 = -710891.104978
  nChanged 24
		SP:Iteration 21Q (108558.990000 sec): 3 clusters
  Score: Raw -713729.889047 + Penalty 2828.801512 = -710901.087534
  nChanged 18
		SP:Iteration 22Q (108559.210000 sec): 3 clusters
  Score: Raw -713736.281808 + Penalty 2828.801512 = -710907.480295
  nChanged 11
		SP:Iteration 23Q (108559.390000 sec): 3 clusters
  Score: Raw -713739.795898 + Penalty 2828.801512 = -710910.994385
  nChanged 10
		SP:Iteration 24Q (108559.610000 sec): 3 clusters
  Score: Raw -713742.177181 + Penalty 2828.801512 = -710913.375668
  nChanged 5
		SP:Iteration 25Q (108559.780000 sec): 3 clusters
  Score: Raw -713743.226216 + Penalty 2828.801512 = -710914.424704
  nChanged 4
		SP:Iteration 26Q (108559.970000 sec): 3 clusters
  Score: Raw -713744.474590 + Penalty 2828.801512 = -710915.673077
  nChanged 3
		SP:Iteration 27Q (108560.170000 sec): 3 clusters
  Score: Raw -713745.251130 + Penalty 2828.801512 = -710916.449618
  nChanged 0
		SP:Iteration 28F (108560.390000 sec): 3 clusters
  Score: Raw -713745.251130 + Penalty 2828.801512 = -710916.449618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 63 (2856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108560.500000 sec): 2 clusters
  Score: Raw -334147.217146 + Penalty 1293.041315 = -332854.175831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108560.650000 sec): 3 clusters
  Score: Raw -332756.916801 + Penalty 2586.082630 = -330170.834171
  nChanged 1106
		SP:Iteration 1F (108560.840000 sec): 3 clusters
  Score: Raw -333516.368245 + Penalty 2586.082630 = -330930.285615
  nChanged 257
		SP:Iteration 2F (108561.040000 sec): 3 clusters
  Score: Raw -333762.486620 + Penalty 2586.082630 = -331176.403990
  nChanged 198
		SP:Iteration 3F (108561.200000 sec): 3 clusters
  Score: Raw -333956.443685 + Penalty 2586.082630 = -331370.361055
  nChanged 180
		SP:Iteration 4F (108561.410000 sec): 3 clusters
  Score: Raw -334118.620214 + Penalty 2586.082630 = -331532.537583
  nChanged 136
		SP:Iteration 5Q (108561.560000 sec): 3 clusters
  Score: Raw -334216.266452 + Penalty 2586.082630 = -331630.183822
  nChanged 112
		SP:Iteration 6Q (108561.730000 sec): 3 clusters
  Score: Raw -334293.987331 + Penalty 2586.082630 = -331707.904701
  nChanged 75
		SP:Iteration 7Q (108561.910000 sec): 3 clusters
  Score: Raw -334347.161004 + Penalty 2586.082630 = -331761.078374
  nChanged 76
		SP:Iteration 8Q (108562.140000 sec): 3 clusters
  Score: Raw -334396.660259 + Penalty 2586.082630 = -331810.577629
  nChanged 73
		SP:Iteration 9Q (108562.330000 sec): 3 clusters
  Score: Raw -334442.683943 + Penalty 2586.082630 = -331856.601313
  nChanged 51
		SP:Iteration 10Q (108562.500000 sec): 3 clusters
  Score: Raw -334467.750472 + Penalty 2586.082630 = -331881.667842
  nChanged 32
		SP:Iteration 11Q (108562.660000 sec): 3 clusters
  Score: Raw -334482.119346 + Penalty 2586.082630 = -331896.036716
  nChanged 21
		SP:Iteration 12Q (108562.820000 sec): 3 clusters
  Score: Raw -334490.520211 + Penalty 2586.082630 = -331904.437581
  nChanged 21
		SP:Iteration 13Q (108563.020000 sec): 3 clusters
  Score: Raw -334500.524830 + Penalty 2586.082630 = -331914.442200
  nChanged 15
		SP:Iteration 14Q (108563.220000 sec): 3 clusters
  Score: Raw -334506.381070 + Penalty 2586.082630 = -331920.298440
  nChanged 12
		SP:Iteration 15Q (108563.390000 sec): 3 clusters
  Score: Raw -334511.344816 + Penalty 2586.082630 = -331925.262186
  nChanged 11
		SP:Iteration 16Q (108563.510000 sec): 3 clusters
  Score: Raw -334514.985842 + Penalty 2586.082630 = -331928.903212
  nChanged 9
		SP:Iteration 17Q (108563.720000 sec): 3 clusters
  Score: Raw -334517.099397 + Penalty 2586.082630 = -331931.016766
  nChanged 6
		SP:Iteration 18Q (108563.900000 sec): 3 clusters
  Score: Raw -334518.526441 + Penalty 2586.082630 = -331932.443811
  nChanged 1
		SP:Iteration 19Q (108564.080000 sec): 3 clusters
  Score: Raw -334518.716407 + Penalty 2586.082630 = -331932.633776
  nChanged 0
		SP:Iteration 20F (108564.230000 sec): 3 clusters
  Score: Raw -334518.716407 + Penalty 2586.082630 = -331932.633776
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 64 (581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108564.320000 sec): 2 clusters
  Score: Raw -68868.869482 + Penalty 1034.271998 = -67834.597484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108564.520000 sec): 3 clusters
  Score: Raw -68809.856158 + Penalty 2068.543996 = -66741.312163
  nChanged 154
		SP:Iteration 1F (108564.660000 sec): 3 clusters
  Score: Raw -69112.917801 + Penalty 2068.543996 = -67044.373805
  nChanged 46
		SP:Iteration 2F (108564.810000 sec): 3 clusters
  Score: Raw -69202.279326 + Penalty 2068.543996 = -67133.735330
  nChanged 30
		SP:Iteration 3F (108564.970000 sec): 3 clusters
  Score: Raw -69251.729201 + Penalty 2068.543996 = -67183.185205
  nChanged 16
		SP:Iteration 4Q (108565.110000 sec): 3 clusters
  Score: Raw -69274.331943 + Penalty 2068.543996 = -67205.787947
  nChanged 17
		SP:Iteration 5Q (108565.280000 sec): 3 clusters
  Score: Raw -69295.992792 + Penalty 2068.543996 = -67227.448796
  nChanged 13
		SP:Iteration 6Q (108565.480000 sec): 3 clusters
  Score: Raw -69312.128590 + Penalty 2068.543996 = -67243.584594
  nChanged 3
		SP:Iteration 7Q (108565.660000 sec): 3 clusters
  Score: Raw -69314.178840 + Penalty 2068.543996 = -67245.634844
  nChanged 1
		SP:Iteration 8Q (108565.830000 sec): 3 clusters
  Score: Raw -69314.748291 + Penalty 2068.543996 = -67246.204295
  nChanged 1
		SP:Iteration 9Q (108565.990000 sec): 3 clusters
  Score: Raw -69315.873031 + Penalty 2068.543996 = -67247.329035
  nChanged 1
		SP:Iteration 10Q (108566.220000 sec): 3 clusters
  Score: Raw -69317.243238 + Penalty 2068.543996 = -67248.699242
  nChanged 0
		SP:Iteration 11F (108566.400000 sec): 3 clusters
  Score: Raw -69317.243238 + Penalty 2068.543996 = -67248.699242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 65 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108566.470000 sec): 2 clusters
  Score: Raw -38786.233591 + Penalty 960.944238 = -37825.289352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108566.620000 sec): 3 clusters
  Score: Raw -38796.637597 + Penalty 1921.888477 = -36874.749121
  nChanged 77
		SP:Iteration 1F (108566.770000 sec): 3 clusters
  Score: Raw -38969.099834 + Penalty 1921.888477 = -37047.211358
  nChanged 35
		SP:Iteration 2F (108566.930000 sec): 3 clusters
  Score: Raw -39083.622852 + Penalty 1921.888477 = -37161.734375
  nChanged 22
		SP:Iteration 3F (108567.110000 sec): 3 clusters
  Score: Raw -39160.129975 + Penalty 1921.888477 = -37238.241498
  nChanged 15
		SP:Iteration 4Q (108567.260000 sec): 3 clusters
  Score: Raw -39221.115566 + Penalty 1921.888477 = -37299.227089
  nChanged 18
		SP:Iteration 5Q (108567.420000 sec): 3 clusters
  Score: Raw -39303.223964 + Penalty 1921.888477 = -37381.335487
  nChanged 18
		SP:Iteration 6Q (108567.600000 sec): 3 clusters
  Score: Raw -39437.640907 + Penalty 1921.888477 = -37515.752430
  nChanged 18
		SP:Iteration 7Q (108567.780000 sec): 3 clusters
  Score: Raw -39572.875151 + Penalty 1921.888477 = -37650.986674
  nChanged 9
		SP:Iteration 8Q (108567.950000 sec): 3 clusters
  Score: Raw -39632.414756 + Penalty 1921.888477 = -37710.526279
  nChanged 6
		SP:Iteration 9Q (108568.140000 sec): 3 clusters
  Score: Raw -39709.213780 + Penalty 1921.888477 = -37787.325303
  nChanged 3
		SP:Iteration 10Q (108568.280000 sec): 3 clusters
  Score: Raw -39721.509709 + Penalty 1921.888477 = -37799.621232
  nChanged 2
		SP:Iteration 11Q (108568.460000 sec): 3 clusters
  Score: Raw -39726.392721 + Penalty 1921.888477 = -37804.504244
  nChanged 0
		SP:Iteration 12F (108568.630000 sec): 3 clusters
  Score: Raw -39729.390088 + Penalty 1921.888477 = -37807.501612
  nChanged 1
		SP:Iteration 13Q (108568.810000 sec): 3 clusters
  Score: Raw -39734.927094 + Penalty 1921.888477 = -37813.038617
  nChanged 0
		SP:Iteration 14F (108568.980000 sec): 3 clusters
  Score: Raw -39734.927094 + Penalty 1921.888477 = -37813.038617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 66 (11252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108569.130000 sec): 2 clusters
  Score: Raw -1337181.493494 + Penalty 1515.848940 = -1335665.644554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108569.360000 sec): 3 clusters
  Score: Raw -1330837.548894 + Penalty 3031.697880 = -1327805.851014
  nChanged 4893
		SP:Iteration 1F (108569.570000 sec): 3 clusters
  Score: Raw -1333904.716704 + Penalty 3031.697880 = -1330873.018824
  nChanged 958
		SP:Iteration 2F (108569.800000 sec): 3 clusters
  Score: Raw -1334688.213320 + Penalty 3031.697880 = -1331656.515439
  nChanged 908
		SP:Iteration 3F (108570.010000 sec): 3 clusters
  Score: Raw -1335369.479787 + Penalty 3031.697880 = -1332337.781907
  nChanged 848
		SP:Iteration 4F (108570.240000 sec): 3 clusters
  Score: Raw -1335986.876941 + Penalty 3031.697880 = -1332955.179061
  nChanged 738
		SP:Iteration 5F (108570.430000 sec): 3 clusters
  Score: Raw -1336499.683289 + Penalty 3031.697880 = -1333467.985409
  nChanged 575
		SP:Iteration 6F (108570.660000 sec): 3 clusters
  Score: Raw -1336881.900563 + Penalty 3031.697880 = -1333850.202683
  nChanged 445
		SP:Iteration 7Q (108570.830000 sec): 3 clusters
  Score: Raw -1337144.555633 + Penalty 3031.697880 = -1334112.857753
  nChanged 349
		SP:Iteration 8Q (108571.080000 sec): 3 clusters
  Score: Raw -1337343.171147 + Penalty 3031.697880 = -1334311.473267
  nChanged 264
		SP:Iteration 9Q (108571.240000 sec): 3 clusters
  Score: Raw -1337505.572618 + Penalty 3031.697880 = -1334473.874738
  nChanged 227
		SP:Iteration 10Q (108571.460000 sec): 3 clusters
  Score: Raw -1337643.835002 + Penalty 3031.697880 = -1334612.137122
  nChanged 196
		SP:Iteration 11Q (108571.690000 sec): 3 clusters
  Score: Raw -1337750.343680 + Penalty 3031.697880 = -1334718.645799
  nChanged 181
		SP:Iteration 12Q (108571.880000 sec): 3 clusters
  Score: Raw -1337840.739740 + Penalty 3031.697880 = -1334809.041860
  nChanged 124
		SP:Iteration 13Q (108572.120000 sec): 3 clusters
  Score: Raw -1337891.101930 + Penalty 3031.697880 = -1334859.404050
  nChanged 94
		SP:Iteration 14Q (108572.350000 sec): 3 clusters
  Score: Raw -1337924.533851 + Penalty 3031.697880 = -1334892.835971
  nChanged 84
		SP:Iteration 15Q (108572.560000 sec): 3 clusters
  Score: Raw -1337961.537739 + Penalty 3031.697880 = -1334929.839859
  nChanged 76
		SP:Iteration 16Q (108572.780000 sec): 3 clusters
  Score: Raw -1337985.824449 + Penalty 3031.697880 = -1334954.126569
  nChanged 58
		SP:Iteration 17Q (108573.030000 sec): 3 clusters
  Score: Raw -1338000.445305 + Penalty 3031.697880 = -1334968.747425
  nChanged 34
		SP:Iteration 18Q (108573.240000 sec): 3 clusters
  Score: Raw -1338006.523420 + Penalty 3031.697880 = -1334974.825540
  nChanged 29
		SP:Iteration 19Q (108573.460000 sec): 3 clusters
  Score: Raw -1338010.269869 + Penalty 3031.697880 = -1334978.571989
  nChanged 11
		SP:Iteration 20F (108573.650000 sec): 3 clusters
  Score: Raw -1338011.181718 + Penalty 3031.697880 = -1334979.483838
  nChanged 4
		SP:Iteration 21Q (108573.870000 sec): 3 clusters
  Score: Raw -1338011.835671 + Penalty 3031.697880 = -1334980.137791
  nChanged 9
		SP:Iteration 22Q (108574.090000 sec): 3 clusters
  Score: Raw -1338012.997983 + Penalty 3031.697880 = -1334981.300103
  nChanged 6
		SP:Iteration 23Q (108574.300000 sec): 3 clusters
  Score: Raw -1338013.827647 + Penalty 3031.697880 = -1334982.129766
  nChanged 5
		SP:Iteration 24Q (108574.550000 sec): 3 clusters
  Score: Raw -1338014.695942 + Penalty 3031.697880 = -1334982.998062
  nChanged 6
		SP:Iteration 25Q (108574.780000 sec): 3 clusters
  Score: Raw -1338015.223550 + Penalty 3031.697880 = -1334983.525670
  nChanged 1
		SP:Iteration 26Q (108575.020000 sec): 3 clusters
  Score: Raw -1338015.319629 + Penalty 3031.697880 = -1334983.621749
  nChanged 2
		SP:Iteration 27Q (108575.260000 sec): 3 clusters
  Score: Raw -1338015.448879 + Penalty 3031.697880 = -1334983.750999
  nChanged 0
		SP:Iteration 28F (108575.490000 sec): 3 clusters
  Score: Raw -1338015.448879 + Penalty 3031.697880 = -1334983.750999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 67 (3808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108575.630000 sec): 2 clusters
  Score: Raw -446212.331480 + Penalty 1339.789652 = -444872.541828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108575.780000 sec): 3 clusters
  Score: Raw -444335.294148 + Penalty 2679.579304 = -441655.714844
  nChanged 1501
		SP:Iteration 1F (108575.970000 sec): 3 clusters
  Score: Raw -445270.783325 + Penalty 2679.579304 = -442591.204021
  nChanged 358
		SP:Iteration 2F (108576.160000 sec): 3 clusters
  Score: Raw -445558.688735 + Penalty 2679.579304 = -442879.109432
  nChanged 278
		SP:Iteration 3F (108576.360000 sec): 3 clusters
  Score: Raw -445788.944763 + Penalty 2679.579304 = -443109.365459
  nChanged 256
		SP:Iteration 4F (108576.590000 sec): 3 clusters
  Score: Raw -446023.493096 + Penalty 2679.579304 = -443343.913793
  nChanged 240
		SP:Iteration 5F (108576.760000 sec): 3 clusters
  Score: Raw -446259.499706 + Penalty 2679.579304 = -443579.920402
  nChanged 207
		SP:Iteration 6F (108576.930000 sec): 3 clusters
  Score: Raw -446464.402118 + Penalty 2679.579304 = -443784.822815
  nChanged 162
		SP:Iteration 7Q (108577.140000 sec): 3 clusters
  Score: Raw -446600.043200 + Penalty 2679.579304 = -443920.463896
  nChanged 124
		SP:Iteration 8Q (108577.320000 sec): 3 clusters
  Score: Raw -446691.505263 + Penalty 2679.579304 = -444011.925960
  nChanged 87
		SP:Iteration 9Q (108577.490000 sec): 3 clusters
  Score: Raw -446750.360888 + Penalty 2679.579304 = -444070.781585
  nChanged 75
		SP:Iteration 10Q (108577.720000 sec): 3 clusters
  Score: Raw -446798.701815 + Penalty 2679.579304 = -444119.122511
  nChanged 57
		SP:Iteration 11Q (108577.890000 sec): 3 clusters
  Score: Raw -446840.976718 + Penalty 2679.579304 = -444161.397414
  nChanged 54
		SP:Iteration 12Q (108578.100000 sec): 3 clusters
  Score: Raw -446868.866561 + Penalty 2679.579304 = -444189.287257
  nChanged 40
		SP:Iteration 13Q (108578.270000 sec): 3 clusters
  Score: Raw -446885.917811 + Penalty 2679.579304 = -444206.338508
  nChanged 34
		SP:Iteration 14Q (108578.470000 sec): 3 clusters
  Score: Raw -446900.317125 + Penalty 2679.579304 = -444220.737821
  nChanged 28
		SP:Iteration 15Q (108578.620000 sec): 3 clusters
  Score: Raw -446911.301413 + Penalty 2679.579304 = -444231.722109
  nChanged 18
		SP:Iteration 16Q (108578.830000 sec): 3 clusters
  Score: Raw -446917.468815 + Penalty 2679.579304 = -444237.889512
  nChanged 15
		SP:Iteration 17Q (108579.010000 sec): 3 clusters
  Score: Raw -446921.451339 + Penalty 2679.579304 = -444241.872035
  nChanged 11
		SP:Iteration 18Q (108579.160000 sec): 3 clusters
  Score: Raw -446924.415001 + Penalty 2679.579304 = -444244.835698
  nChanged 8
		SP:Iteration 19Q (108579.350000 sec): 3 clusters
  Score: Raw -446926.704016 + Penalty 2679.579304 = -444247.124713
  nChanged 4
		SP:Iteration 20F (108579.590000 sec): 3 clusters
  Score: Raw -446927.860252 + Penalty 2679.579304 = -444248.280949
  nChanged 3
		SP:Iteration 21Q (108579.760000 sec): 3 clusters
  Score: Raw -446928.762469 + Penalty 2679.579304 = -444249.183165
  nChanged 1
		SP:Iteration 22Q (108579.960000 sec): 3 clusters
  Score: Raw -446928.990063 + Penalty 2679.579304 = -444249.410759
  nChanged 2
		SP:Iteration 23Q (108580.140000 sec): 3 clusters
  Score: Raw -446929.376986 + Penalty 2679.579304 = -444249.797682
  nChanged 5
		SP:Iteration 24Q (108580.320000 sec): 3 clusters
  Score: Raw -446930.298136 + Penalty 2679.579304 = -444250.718832
  nChanged 3
		SP:Iteration 25Q (108580.500000 sec): 3 clusters
  Score: Raw -446931.141421 + Penalty 2679.579304 = -444251.562118
  nChanged 1
		SP:Iteration 26Q (108580.660000 sec): 3 clusters
  Score: Raw -446931.475344 + Penalty 2679.579304 = -444251.896040
  nChanged 2
		SP:Iteration 27Q (108580.850000 sec): 3 clusters
  Score: Raw -446932.562391 + Penalty 2679.579304 = -444252.983087
  nChanged 3
		SP:Iteration 28Q (108581.020000 sec): 3 clusters
  Score: Raw -446933.939377 + Penalty 2679.579304 = -444254.360073
  nChanged 5
		SP:Iteration 29Q (108581.220000 sec): 3 clusters
  Score: Raw -446935.285027 + Penalty 2679.579304 = -444255.705723
  nChanged 6
		SP:Iteration 30Q (108581.380000 sec): 3 clusters
  Score: Raw -446938.417812 + Penalty 2679.579304 = -444258.838508
  nChanged 5
		SP:Iteration 31Q (108581.590000 sec): 3 clusters
  Score: Raw -446939.670520 + Penalty 2679.579304 = -444260.091216
  nChanged 3
		SP:Iteration 32Q (108581.780000 sec): 3 clusters
  Score: Raw -446940.250130 + Penalty 2679.579304 = -444260.670827
  nChanged 4
		SP:Iteration 33Q (108581.940000 sec): 3 clusters
  Score: Raw -446941.591471 + Penalty 2679.579304 = -444262.012167
  nChanged 1
		SP:Iteration 34Q (108582.090000 sec): 3 clusters
  Score: Raw -446941.870869 + Penalty 2679.579304 = -444262.291565
  nChanged 1
		SP:Iteration 35Q (108582.280000 sec): 3 clusters
  Score: Raw -446942.069572 + Penalty 2679.579304 = -444262.490268
  nChanged 0
		SP:Iteration 36F (108582.500000 sec): 3 clusters
  Score: Raw -446942.069572 + Penalty 2679.579304 = -444262.490268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 68 (1434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108582.580000 sec): 2 clusters
  Score: Raw -157452.710754 + Penalty 1181.086241 = -156271.624513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108582.760000 sec): 3 clusters
  Score: Raw -156922.591161 + Penalty 2362.172482 = -154560.418680
  nChanged 488
		SP:Iteration 1F (108582.920000 sec): 3 clusters
  Score: Raw -157446.271368 + Penalty 2362.172482 = -155084.098886
  nChanged 134
		SP:Iteration 2F (108583.090000 sec): 3 clusters
  Score: Raw -157631.146087 + Penalty 2362.172482 = -155268.973605
  nChanged 85
		SP:Iteration 3F (108583.260000 sec): 3 clusters
  Score: Raw -157767.121583 + Penalty 2362.172482 = -155404.949101
  nChanged 72
		SP:Iteration 4F (108583.440000 sec): 3 clusters
  Score: Raw -157871.735541 + Penalty 2362.172482 = -155509.563059
  nChanged 57
		SP:Iteration 5Q (108583.660000 sec): 3 clusters
  Score: Raw -157939.294929 + Penalty 2362.172482 = -155577.122447
  nChanged 34
		SP:Iteration 6Q (108583.790000 sec): 3 clusters
  Score: Raw -157988.631416 + Penalty 2362.172482 = -155626.458934
  nChanged 29
		SP:Iteration 7Q (108584.000000 sec): 3 clusters
  Score: Raw -158016.141428 + Penalty 2362.172482 = -155653.968946
  nChanged 21
		SP:Iteration 8Q (108584.170000 sec): 3 clusters
  Score: Raw -158039.207921 + Penalty 2362.172482 = -155677.035439
  nChanged 21
		SP:Iteration 9Q (108584.360000 sec): 3 clusters
  Score: Raw -158069.116222 + Penalty 2362.172482 = -155706.943740
  nChanged 16
		SP:Iteration 10Q (108584.520000 sec): 3 clusters
  Score: Raw -158096.858327 + Penalty 2362.172482 = -155734.685845
  nChanged 18
		SP:Iteration 11Q (108584.680000 sec): 3 clusters
  Score: Raw -158127.024448 + Penalty 2362.172482 = -155764.851967
  nChanged 16
		SP:Iteration 12Q (108584.880000 sec): 3 clusters
  Score: Raw -158151.293775 + Penalty 2362.172482 = -155789.121293
  nChanged 12
		SP:Iteration 13Q (108585.040000 sec): 3 clusters
  Score: Raw -158163.287920 + Penalty 2362.172482 = -155801.115439
  nChanged 12
		SP:Iteration 14Q (108585.220000 sec): 3 clusters
  Score: Raw -158175.525689 + Penalty 2362.172482 = -155813.353207
  nChanged 12
		SP:Iteration 15Q (108585.330000 sec): 3 clusters
  Score: Raw -158186.315288 + Penalty 2362.172482 = -155824.142806
  nChanged 9
		SP:Iteration 16Q (108585.490000 sec): 3 clusters
  Score: Raw -158197.604565 + Penalty 2362.172482 = -155835.432083
  nChanged 9
		SP:Iteration 17Q (108585.700000 sec): 3 clusters
  Score: Raw -158213.387198 + Penalty 2362.172482 = -155851.214717
  nChanged 12
		SP:Iteration 18Q (108585.850000 sec): 3 clusters
  Score: Raw -158236.688464 + Penalty 2362.172482 = -155874.515982
  nChanged 16
		SP:Iteration 19Q (108586.040000 sec): 3 clusters
  Score: Raw -158255.744540 + Penalty 2362.172482 = -155893.572058
  nChanged 12
		SP:Iteration 20F (108586.210000 sec): 3 clusters
  Score: Raw -158269.202621 + Penalty 2362.172482 = -155907.030139
  nChanged 9
		SP:Iteration 21Q (108586.380000 sec): 3 clusters
  Score: Raw -158281.821479 + Penalty 2362.172482 = -155919.648997
  nChanged 11
		SP:Iteration 22Q (108586.570000 sec): 3 clusters
  Score: Raw -158297.366924 + Penalty 2362.172482 = -155935.194442
  nChanged 11
		SP:Iteration 23Q (108586.770000 sec): 3 clusters
  Score: Raw -158309.584537 + Penalty 2362.172482 = -155947.412055
  nChanged 8
		SP:Iteration 24Q (108586.980000 sec): 3 clusters
  Score: Raw -158318.533501 + Penalty 2362.172482 = -155956.361019
  nChanged 7
		SP:Iteration 25Q (108587.120000 sec): 3 clusters
  Score: Raw -158330.911746 + Penalty 2362.172482 = -155968.739264
  nChanged 5
		SP:Iteration 26Q (108587.280000 sec): 3 clusters
  Score: Raw -158337.189931 + Penalty 2362.172482 = -155975.017449
  nChanged 4
		SP:Iteration 27Q (108587.440000 sec): 3 clusters
  Score: Raw -158342.793899 + Penalty 2362.172482 = -155980.621417
  nChanged 8
		SP:Iteration 28Q (108587.580000 sec): 3 clusters
  Score: Raw -158351.461063 + Penalty 2362.172482 = -155989.288581
  nChanged 6
		SP:Iteration 29Q (108587.760000 sec): 3 clusters
  Score: Raw -158361.096953 + Penalty 2362.172482 = -155998.924471
  nChanged 5
		SP:Iteration 30Q (108587.960000 sec): 3 clusters
  Score: Raw -158370.635712 + Penalty 2362.172482 = -156008.463230
  nChanged 6
		SP:Iteration 31Q (108588.140000 sec): 3 clusters
  Score: Raw -158380.299093 + Penalty 2362.172482 = -156018.126611
  nChanged 5
		SP:Iteration 32Q (108588.330000 sec): 3 clusters
  Score: Raw -158386.280140 + Penalty 2362.172482 = -156024.107658
  nChanged 3
		SP:Iteration 33Q (108588.470000 sec): 3 clusters
  Score: Raw -158389.813212 + Penalty 2362.172482 = -156027.640730
  nChanged 2
		SP:Iteration 34Q (108588.670000 sec): 3 clusters
  Score: Raw -158391.657885 + Penalty 2362.172482 = -156029.485403
  nChanged 1
		SP:Iteration 35Q (108588.840000 sec): 3 clusters
  Score: Raw -158392.159959 + Penalty 2362.172482 = -156029.987477
  nChanged 1
		SP:Iteration 36Q (108589.000000 sec): 3 clusters
  Score: Raw -158392.864019 + Penalty 2362.172482 = -156030.691537
  nChanged 2
		SP:Iteration 37Q (108589.190000 sec): 3 clusters
  Score: Raw -158394.018160 + Penalty 2362.172482 = -156031.845679
  nChanged 0
		SP:Iteration 38F (108589.350000 sec): 3 clusters
  Score: Raw -158394.018160 + Penalty 2362.172482 = -156031.845679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 69 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108589.440000 sec): 2 clusters
  Score: Raw -20239.854118 + Penalty 886.489681 = -19353.364436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108589.600000 sec): 3 clusters
  Score: Raw -20442.354823 + Penalty 1772.979362 = -18669.375460
  nChanged 54
		SP:Iteration 1F (108589.770000 sec): 3 clusters
  Score: Raw -20619.581749 + Penalty 1772.979362 = -18846.602387
  nChanged 18
		SP:Iteration 2F (108589.970000 sec): 3 clusters
  Score: Raw -20757.180279 + Penalty 1772.979362 = -18984.200916
  nChanged 11
		SP:Iteration 3Q (108590.110000 sec): 3 clusters
  Score: Raw -20874.892779 + Penalty 1772.979362 = -19101.913416
  nChanged 9
		SP:Iteration 4Q (108590.290000 sec): 3 clusters
  Score: Raw -20948.135055 + Penalty 1772.979362 = -19175.155692
  nChanged 5
		SP:Iteration 5Q (108590.470000 sec): 3 clusters
  Score: Raw -21023.878118 + Penalty 1772.979362 = -19250.898755
  nChanged 4
		SP:Iteration 6Q (108590.660000 sec): 3 clusters
  Score: Raw -21055.314481 + Penalty 1772.979362 = -19282.335119
  nChanged 4
		SP:Iteration 7Q (108590.800000 sec): 3 clusters
  Score: Raw -21089.250607 + Penalty 1772.979362 = -19316.271244
  nChanged 2
		SP:Iteration 8Q (108590.990000 sec): 3 clusters
  Score: Raw -21103.368219 + Penalty 1772.979362 = -19330.388856
  nChanged 0
		SP:Iteration 9F (108591.160000 sec): 3 clusters
  Score: Raw -21103.368219 + Penalty 1772.979362 = -19330.388856
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 70 (676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108591.240000 sec): 2 clusters
  Score: Raw -74345.648155 + Penalty 1058.881375 = -73286.766780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108591.380000 sec): 3 clusters
  Score: Raw -74225.658346 + Penalty 2117.762750 = -72107.895596
  nChanged 173
		SP:Iteration 1F (108591.590000 sec): 3 clusters
  Score: Raw -74472.459456 + Penalty 2117.762750 = -72354.696706
  nChanged 54
		SP:Iteration 2F (108591.750000 sec): 3 clusters
  Score: Raw -74576.209790 + Penalty 2117.762750 = -72458.447041
  nChanged 35
		SP:Iteration 3F (108591.920000 sec): 3 clusters
  Score: Raw -74637.334464 + Penalty 2117.762750 = -72519.571714
  nChanged 26
		SP:Iteration 4Q (108592.090000 sec): 3 clusters
  Score: Raw -74681.344251 + Penalty 2117.762750 = -72563.581502
  nChanged 13
		SP:Iteration 5Q (108592.280000 sec): 3 clusters
  Score: Raw -74708.486093 + Penalty 2117.762750 = -72590.723343
  nChanged 12
		SP:Iteration 6Q (108592.440000 sec): 3 clusters
  Score: Raw -74728.397003 + Penalty 2117.762750 = -72610.634253
  nChanged 11
		SP:Iteration 7Q (108592.590000 sec): 3 clusters
  Score: Raw -74744.337207 + Penalty 2117.762750 = -72626.574457
  nChanged 6
		SP:Iteration 8Q (108592.810000 sec): 3 clusters
  Score: Raw -74750.066496 + Penalty 2117.762750 = -72632.303746
  nChanged 4
		SP:Iteration 9Q (108592.980000 sec): 3 clusters
  Score: Raw -74754.974832 + Penalty 2117.762750 = -72637.212082
  nChanged 1
		SP:Iteration 10Q (108593.100000 sec): 3 clusters
  Score: Raw -74755.663250 + Penalty 2117.762750 = -72637.900500
  nChanged 0
		SP:Iteration 11F (108593.310000 sec): 3 clusters
  Score: Raw -74755.663250 + Penalty 2117.762750 = -72637.900500
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 71 (4695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108593.390000 sec): 2 clusters
  Score: Raw -489520.008195 + Penalty 1373.816176 = -488146.192019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108593.570000 sec): 3 clusters
  Score: Raw -487112.526732 + Penalty 2747.632352 = -484364.894380
  nChanged 1925
		SP:Iteration 1F (108593.800000 sec): 3 clusters
  Score: Raw -488395.912722 + Penalty 2747.632352 = -485648.280369
  nChanged 442
		SP:Iteration 2F (108593.960000 sec): 3 clusters
  Score: Raw -488887.522839 + Penalty 2747.632352 = -486139.890487
  nChanged 394
		SP:Iteration 3F (108594.150000 sec): 3 clusters
  Score: Raw -489320.390981 + Penalty 2747.632352 = -486572.758629
  nChanged 339
		SP:Iteration 4F (108594.330000 sec): 3 clusters
  Score: Raw -489647.662431 + Penalty 2747.632352 = -486900.030079
  nChanged 274
		SP:Iteration 5F (108594.510000 sec): 3 clusters
  Score: Raw -489901.522754 + Penalty 2747.632352 = -487153.890401
  nChanged 215
		SP:Iteration 6Q (108594.730000 sec): 3 clusters
  Score: Raw -490056.919049 + Penalty 2747.632352 = -487309.286697
  nChanged 166
		SP:Iteration 7Q (108594.940000 sec): 3 clusters
  Score: Raw -490164.169720 + Penalty 2747.632352 = -487416.537367
  nChanged 127
		SP:Iteration 8Q (108595.130000 sec): 3 clusters
  Score: Raw -490263.388063 + Penalty 2747.632352 = -487515.755711
  nChanged 115
		SP:Iteration 9Q (108595.330000 sec): 3 clusters
  Score: Raw -490327.429425 + Penalty 2747.632352 = -487579.797073
  nChanged 91
		SP:Iteration 10Q (108595.540000 sec): 3 clusters
  Score: Raw -490372.131793 + Penalty 2747.632352 = -487624.499441
  nChanged 75
		SP:Iteration 11Q (108595.740000 sec): 3 clusters
  Score: Raw -490405.357929 + Penalty 2747.632352 = -487657.725577
  nChanged 63
		SP:Iteration 12Q (108595.950000 sec): 3 clusters
  Score: Raw -490432.704924 + Penalty 2747.632352 = -487685.072571
  nChanged 56
		SP:Iteration 13Q (108596.140000 sec): 3 clusters
  Score: Raw -490456.540662 + Penalty 2747.632352 = -487708.908310
  nChanged 45
		SP:Iteration 14Q (108596.330000 sec): 3 clusters
  Score: Raw -490474.366263 + Penalty 2747.632352 = -487726.733910
  nChanged 35
		SP:Iteration 15Q (108596.510000 sec): 3 clusters
  Score: Raw -490485.352542 + Penalty 2747.632352 = -487737.720190
  nChanged 24
		SP:Iteration 16Q (108596.700000 sec): 3 clusters
  Score: Raw -490491.989073 + Penalty 2747.632352 = -487744.356720
  nChanged 25
		SP:Iteration 17Q (108596.860000 sec): 3 clusters
  Score: Raw -490498.256861 + Penalty 2747.632352 = -487750.624508
  nChanged 25
		SP:Iteration 18Q (108597.070000 sec): 3 clusters
  Score: Raw -490504.759562 + Penalty 2747.632352 = -487757.127210
  nChanged 27
		SP:Iteration 19Q (108597.280000 sec): 3 clusters
  Score: Raw -490512.622276 + Penalty 2747.632352 = -487764.989923
  nChanged 23
		SP:Iteration 20F (108597.480000 sec): 3 clusters
  Score: Raw -490518.745298 + Penalty 2747.632352 = -487771.112945
  nChanged 13
		SP:Iteration 21Q (108597.660000 sec): 3 clusters
  Score: Raw -490522.349963 + Penalty 2747.632352 = -487774.717610
  nChanged 17
		SP:Iteration 22Q (108597.850000 sec): 3 clusters
  Score: Raw -490528.664143 + Penalty 2747.632352 = -487781.031791
  nChanged 14
		SP:Iteration 23Q (108598.030000 sec): 3 clusters
  Score: Raw -490531.195426 + Penalty 2747.632352 = -487783.563073
  nChanged 7
		SP:Iteration 24Q (108598.210000 sec): 3 clusters
  Score: Raw -490532.467977 + Penalty 2747.632352 = -487784.835625
  nChanged 8
		SP:Iteration 25Q (108598.390000 sec): 3 clusters
  Score: Raw -490534.070556 + Penalty 2747.632352 = -487786.438204
  nChanged 5
		SP:Iteration 26Q (108598.590000 sec): 3 clusters
  Score: Raw -490534.868607 + Penalty 2747.632352 = -487787.236254
  nChanged 7
		SP:Iteration 27Q (108598.770000 sec): 3 clusters
  Score: Raw -490536.854968 + Penalty 2747.632352 = -487789.222616
  nChanged 6
		SP:Iteration 28Q (108598.990000 sec): 3 clusters
  Score: Raw -490540.268727 + Penalty 2747.632352 = -487792.636375
  nChanged 11
		SP:Iteration 29Q (108599.190000 sec): 3 clusters
  Score: Raw -490544.212029 + Penalty 2747.632352 = -487796.579676
  nChanged 9
		SP:Iteration 30Q (108599.370000 sec): 3 clusters
  Score: Raw -490549.666246 + Penalty 2747.632352 = -487802.033894
  nChanged 12
		SP:Iteration 31Q (108599.560000 sec): 3 clusters
  Score: Raw -490556.435570 + Penalty 2747.632352 = -487808.803218
  nChanged 17
		SP:Iteration 32Q (108599.750000 sec): 3 clusters
  Score: Raw -490560.943864 + Penalty 2747.632352 = -487813.311512
  nChanged 10
		SP:Iteration 33Q (108599.960000 sec): 3 clusters
  Score: Raw -490563.529332 + Penalty 2747.632352 = -487815.896980
  nChanged 8
		SP:Iteration 34Q (108600.170000 sec): 3 clusters
  Score: Raw -490565.856255 + Penalty 2747.632352 = -487818.223903
  nChanged 5
		SP:Iteration 35Q (108600.330000 sec): 3 clusters
  Score: Raw -490566.771102 + Penalty 2747.632352 = -487819.138750
  nChanged 2
		SP:Iteration 36Q (108600.510000 sec): 3 clusters
  Score: Raw -490567.035762 + Penalty 2747.632352 = -487819.403410
  nChanged 1
		SP:Iteration 37Q (108600.700000 sec): 3 clusters
  Score: Raw -490567.239955 + Penalty 2747.632352 = -487819.607602
  nChanged 1
		SP:Iteration 38Q (108600.890000 sec): 3 clusters
  Score: Raw -490567.377992 + Penalty 2747.632352 = -487819.745640
  nChanged 0
		SP:Iteration 39F (108601.100000 sec): 3 clusters
  Score: Raw -490567.377992 + Penalty 2747.632352 = -487819.745640
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 72 (2316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108601.210000 sec): 2 clusters
  Score: Raw -266362.974994 + Penalty 1258.984486 = -265103.990508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108601.390000 sec): 3 clusters
  Score: Raw -265308.939469 + Penalty 2517.968973 = -262790.970496
  nChanged 845
		SP:Iteration 1F (108601.570000 sec): 3 clusters
  Score: Raw -265841.771770 + Penalty 2517.968973 = -263323.802797
  nChanged 205
		SP:Iteration 2F (108601.750000 sec): 3 clusters
  Score: Raw -266000.216367 + Penalty 2517.968973 = -263482.247395
  nChanged 135
		SP:Iteration 3F (108601.940000 sec): 3 clusters
  Score: Raw -266127.417035 + Penalty 2517.968973 = -263609.448063
  nChanged 124
		SP:Iteration 4F (108602.120000 sec): 3 clusters
  Score: Raw -266275.626897 + Penalty 2517.968973 = -263757.657924
  nChanged 122
		SP:Iteration 5F (108602.250000 sec): 3 clusters
  Score: Raw -266426.607640 + Penalty 2517.968973 = -263908.638667
  nChanged 127
		SP:Iteration 6F (108602.450000 sec): 3 clusters
  Score: Raw -266549.321296 + Penalty 2517.968973 = -264031.352323
  nChanged 102
		SP:Iteration 7Q (108602.650000 sec): 3 clusters
  Score: Raw -266653.295512 + Penalty 2517.968973 = -264135.326540
  nChanged 84
		SP:Iteration 8Q (108602.830000 sec): 3 clusters
  Score: Raw -266752.797064 + Penalty 2517.968973 = -264234.828091
  nChanged 65
		SP:Iteration 9Q (108603.020000 sec): 3 clusters
  Score: Raw -266839.472490 + Penalty 2517.968973 = -264321.503517
  nChanged 64
		SP:Iteration 10Q (108603.220000 sec): 3 clusters
  Score: Raw -266924.774596 + Penalty 2517.968973 = -264406.805623
  nChanged 52
		SP:Iteration 11Q (108603.380000 sec): 3 clusters
  Score: Raw -266982.678851 + Penalty 2517.968973 = -264464.709878
  nChanged 42
		SP:Iteration 12Q (108603.570000 sec): 3 clusters
  Score: Raw -267038.454020 + Penalty 2517.968973 = -264520.485047
  nChanged 31
		SP:Iteration 13Q (108603.750000 sec): 3 clusters
  Score: Raw -267087.406370 + Penalty 2517.968973 = -264569.437397
  nChanged 30
		SP:Iteration 14Q (108603.950000 sec): 3 clusters
  Score: Raw -267142.204652 + Penalty 2517.968973 = -264624.235679
  nChanged 28
		SP:Iteration 15Q (108604.120000 sec): 3 clusters
  Score: Raw -267195.733821 + Penalty 2517.968973 = -264677.764848
  nChanged 17
		SP:Iteration 16Q (108604.270000 sec): 3 clusters
  Score: Raw -267217.469858 + Penalty 2517.968973 = -264699.500886
  nChanged 10
		SP:Iteration 17Q (108604.500000 sec): 3 clusters
  Score: Raw -267227.002515 + Penalty 2517.968973 = -264709.033543
  nChanged 8
		SP:Iteration 18Q (108604.670000 sec): 3 clusters
  Score: Raw -267233.736443 + Penalty 2517.968973 = -264715.767471
  nChanged 7
		SP:Iteration 19Q (108604.830000 sec): 3 clusters
  Score: Raw -267237.290968 + Penalty 2517.968973 = -264719.321996
  nChanged 4
		SP:Iteration 20F (108605.000000 sec): 3 clusters
  Score: Raw -267240.209025 + Penalty 2517.968973 = -264722.240052
  nChanged 2
		SP:Iteration 21Q (108605.160000 sec): 3 clusters
  Score: Raw -267240.849552 + Penalty 2517.968973 = -264722.880579
  nChanged 0
		SP:Iteration 22F (108605.350000 sec): 3 clusters
  Score: Raw -267240.849552 + Penalty 2517.968973 = -264722.880579
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 73 (1307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108605.420000 sec): 2 clusters
  Score: Raw -152481.042370 + Penalty 1166.017078 = -151315.025291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108605.590000 sec): 3 clusters
  Score: Raw -151987.980117 + Penalty 2332.034157 = -149655.945960
  nChanged 424
		SP:Iteration 1F (108605.710000 sec): 3 clusters
  Score: Raw -152301.932103 + Penalty 2332.034157 = -149969.897946
  nChanged 96
		SP:Iteration 2F (108605.920000 sec): 3 clusters
  Score: Raw -152383.085971 + Penalty 2332.034157 = -150051.051814
  nChanged 53
		SP:Iteration 3Q (108606.070000 sec): 3 clusters
  Score: Raw -152435.922987 + Penalty 2332.034157 = -150103.888831
  nChanged 40
		SP:Iteration 4Q (108606.220000 sec): 3 clusters
  Score: Raw -152471.613895 + Penalty 2332.034157 = -150139.579738
  nChanged 33
		SP:Iteration 5Q (108606.400000 sec): 3 clusters
  Score: Raw -152505.749186 + Penalty 2332.034157 = -150173.715029
  nChanged 36
		SP:Iteration 6Q (108606.570000 sec): 3 clusters
  Score: Raw -152543.455274 + Penalty 2332.034157 = -150211.421117
  nChanged 27
		SP:Iteration 7Q (108606.790000 sec): 3 clusters
  Score: Raw -152578.318689 + Penalty 2332.034157 = -150246.284532
  nChanged 39
		SP:Iteration 8Q (108606.940000 sec): 3 clusters
  Score: Raw -152616.825914 + Penalty 2332.034157 = -150284.791757
  nChanged 31
		SP:Iteration 9Q (108607.120000 sec): 3 clusters
  Score: Raw -152655.805735 + Penalty 2332.034157 = -150323.771578
  nChanged 30
		SP:Iteration 10Q (108607.320000 sec): 3 clusters
  Score: Raw -152691.464711 + Penalty 2332.034157 = -150359.430554
  nChanged 29
		SP:Iteration 11Q (108607.490000 sec): 3 clusters
  Score: Raw -152722.580031 + Penalty 2332.034157 = -150390.545874
  nChanged 22
		SP:Iteration 12Q (108607.670000 sec): 3 clusters
  Score: Raw -152741.906665 + Penalty 2332.034157 = -150409.872508
  nChanged 8
		SP:Iteration 13Q (108607.860000 sec): 3 clusters
  Score: Raw -152748.240285 + Penalty 2332.034157 = -150416.206128
  nChanged 11
		SP:Iteration 14Q (108608.050000 sec): 3 clusters
  Score: Raw -152755.811781 + Penalty 2332.034157 = -150423.777624
  nChanged 6
		SP:Iteration 15Q (108608.220000 sec): 3 clusters
  Score: Raw -152760.402059 + Penalty 2332.034157 = -150428.367903
  nChanged 5
		SP:Iteration 16Q (108608.410000 sec): 3 clusters
  Score: Raw -152765.171943 + Penalty 2332.034157 = -150433.137786
  nChanged 6
		SP:Iteration 17Q (108608.610000 sec): 3 clusters
  Score: Raw -152768.356202 + Penalty 2332.034157 = -150436.322045
  nChanged 4
		SP:Iteration 18Q (108608.800000 sec): 3 clusters
  Score: Raw -152771.692389 + Penalty 2332.034157 = -150439.658232
  nChanged 5
		SP:Iteration 19Q (108609.030000 sec): 3 clusters
  Score: Raw -152774.021228 + Penalty 2332.034157 = -150441.987071
  nChanged 2
		SP:Iteration 20F (108609.170000 sec): 3 clusters
  Score: Raw -152774.849462 + Penalty 2332.034157 = -150442.815305
  nChanged 1
		SP:Iteration 21Q (108609.390000 sec): 3 clusters
  Score: Raw -152775.229950 + Penalty 2332.034157 = -150443.195793
  nChanged 1
		SP:Iteration 22Q (108609.550000 sec): 3 clusters
  Score: Raw -152775.684714 + Penalty 2332.034157 = -150443.650557
  nChanged 1
		SP:Iteration 23Q (108609.740000 sec): 3 clusters
  Score: Raw -152776.260624 + Penalty 2332.034157 = -150444.226467
  nChanged 2
		SP:Iteration 24Q (108609.900000 sec): 3 clusters
  Score: Raw -152778.971232 + Penalty 2332.034157 = -150446.937075
  nChanged 1
		SP:Iteration 25Q (108610.070000 sec): 3 clusters
  Score: Raw -152779.924312 + Penalty 2332.034157 = -150447.890155
  nChanged 1
		SP:Iteration 26Q (108610.240000 sec): 3 clusters
  Score: Raw -152780.579926 + Penalty 2332.034157 = -150448.545769
  nChanged 1
		SP:Iteration 27Q (108610.410000 sec): 3 clusters
  Score: Raw -152780.970588 + Penalty 2332.034157 = -150448.936431
  nChanged 2
		SP:Iteration 28Q (108610.600000 sec): 3 clusters
  Score: Raw -152783.202245 + Penalty 2332.034157 = -150451.168088
  nChanged 2
		SP:Iteration 29Q (108610.760000 sec): 3 clusters
  Score: Raw -152784.253705 + Penalty 2332.034157 = -150452.219548
  nChanged 1
		SP:Iteration 30Q (108610.910000 sec): 3 clusters
  Score: Raw -152784.885842 + Penalty 2332.034157 = -150452.851686
  nChanged 1
		SP:Iteration 31Q (108611.110000 sec): 3 clusters
  Score: Raw -152785.348159 + Penalty 2332.034157 = -150453.314002
  nChanged 0
		SP:Iteration 32F (108611.270000 sec): 3 clusters
  Score: Raw -152785.348159 + Penalty 2332.034157 = -150453.314002
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 74 (436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108611.370000 sec): 2 clusters
  Score: Raw -49126.992628 + Penalty 987.616865 = -48139.375763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108611.580000 sec): 3 clusters
  Score: Raw -49100.986149 + Penalty 1975.233729 = -47125.752420
  nChanged 94
		SP:Iteration 1F (108611.720000 sec): 3 clusters
  Score: Raw -49257.287160 + Penalty 1975.233729 = -47282.053431
  nChanged 28
		SP:Iteration 2F (108611.900000 sec): 3 clusters
  Score: Raw -49310.408472 + Penalty 1975.233729 = -47335.174743
  nChanged 14
		SP:Iteration 3Q (108612.030000 sec): 3 clusters
  Score: Raw -49348.644501 + Penalty 1975.233729 = -47373.410772
  nChanged 14
		SP:Iteration 4Q (108612.210000 sec): 3 clusters
  Score: Raw -49375.351234 + Penalty 1975.233729 = -47400.117505
  nChanged 6
		SP:Iteration 5Q (108612.390000 sec): 3 clusters
  Score: Raw -49384.413428 + Penalty 1975.233729 = -47409.179699
  nChanged 4
		SP:Iteration 6Q (108612.570000 sec): 3 clusters
  Score: Raw -49389.143615 + Penalty 1975.233729 = -47413.909886
  nChanged 2
		SP:Iteration 7Q (108612.760000 sec): 3 clusters
  Score: Raw -49391.633412 + Penalty 1975.233729 = -47416.399683
  nChanged 0
		SP:Iteration 8F (108612.900000 sec): 3 clusters
  Score: Raw -49391.633412 + Penalty 1975.233729 = -47416.399683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 75 (15860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108613.100000 sec): 2 clusters
  Score: Raw -1884770.565905 + Penalty 1571.627768 = -1883198.938137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108613.340000 sec): 3 clusters
  Score: Raw -1875400.663271 + Penalty 3143.255536 = -1872257.407735
  nChanged 7060
		SP:Iteration 1F (108613.580000 sec): 3 clusters
  Score: Raw -1879208.281094 + Penalty 3143.255536 = -1876065.025558
  nChanged 819
		SP:Iteration 2F (108613.820000 sec): 3 clusters
  Score: Raw -1879527.292728 + Penalty 3143.255536 = -1876384.037192
  nChanged 750
		SP:Iteration 3Q (108614.040000 sec): 3 clusters
  Score: Raw -1879798.278533 + Penalty 3143.255536 = -1876655.022997
  nChanged 662
		SP:Iteration 4Q (108614.280000 sec): 3 clusters
  Score: Raw -1880042.935197 + Penalty 3143.255536 = -1876899.679661
  nChanged 625
		SP:Iteration 5Q (108614.510000 sec): 3 clusters
  Score: Raw -1880311.345159 + Penalty 3143.255536 = -1877168.089623
  nChanged 613
		SP:Iteration 6Q (108614.780000 sec): 3 clusters
  Score: Raw -1880595.163028 + Penalty 3143.255536 = -1877451.907492
  nChanged 645
		SP:Iteration 7Q (108615.020000 sec): 3 clusters
  Score: Raw -1880898.109249 + Penalty 3143.255536 = -1877754.853713
  nChanged 666
		SP:Iteration 8Q (108615.290000 sec): 3 clusters
  Score: Raw -1881242.027381 + Penalty 3143.255536 = -1878098.771845
  nChanged 710
		SP:Iteration 9Q (108615.540000 sec): 3 clusters
  Score: Raw -1881617.568681 + Penalty 3143.255536 = -1878474.313145
  nChanged 720
		SP:Iteration 10Q (108615.800000 sec): 3 clusters
  Score: Raw -1881997.976073 + Penalty 3143.255536 = -1878854.720537
  nChanged 679
		SP:Iteration 11Q (108616.080000 sec): 3 clusters
  Score: Raw -1882362.213380 + Penalty 3143.255536 = -1879218.957844
  nChanged 656
		SP:Iteration 12Q (108616.340000 sec): 3 clusters
  Score: Raw -1882755.562607 + Penalty 3143.255536 = -1879612.307071
  nChanged 595
		SP:Iteration 13Q (108616.580000 sec): 3 clusters
  Score: Raw -1883150.848259 + Penalty 3143.255536 = -1880007.592723
  nChanged 530
		SP:Iteration 14Q (108616.810000 sec): 3 clusters
  Score: Raw -1883488.871942 + Penalty 3143.255536 = -1880345.616406
  nChanged 479
		SP:Iteration 15Q (108617.060000 sec): 3 clusters
  Score: Raw -1883783.392249 + Penalty 3143.255536 = -1880640.136713
  nChanged 396
		SP:Iteration 16Q (108617.330000 sec): 3 clusters
  Score: Raw -1884013.092935 + Penalty 3143.255536 = -1880869.837399
  nChanged 334
		SP:Iteration 17Q (108617.590000 sec): 3 clusters
  Score: Raw -1884215.774479 + Penalty 3143.255536 = -1881072.518943
  nChanged 288
		SP:Iteration 18Q (108617.840000 sec): 3 clusters
  Score: Raw -1884363.812631 + Penalty 3143.255536 = -1881220.557095
  nChanged 273
		SP:Iteration 19Q (108618.110000 sec): 3 clusters
  Score: Raw -1884497.562592 + Penalty 3143.255536 = -1881354.307056
  nChanged 226
		SP:Iteration 20F (108618.380000 sec): 3 clusters
  Score: Raw -1884604.268397 + Penalty 3143.255536 = -1881461.012861
  nChanged 200
		SP:Iteration 21Q (108618.590000 sec): 3 clusters
  Score: Raw -1884698.215927 + Penalty 3143.255536 = -1881554.960391
  nChanged 154
		SP:Iteration 22Q (108618.860000 sec): 3 clusters
  Score: Raw -1884774.091747 + Penalty 3143.255536 = -1881630.836211
  nChanged 150
		SP:Iteration 23Q (108619.080000 sec): 3 clusters
  Score: Raw -1884856.461721 + Penalty 3143.255536 = -1881713.206186
  nChanged 133
		SP:Iteration 24Q (108619.350000 sec): 3 clusters
  Score: Raw -1884932.123995 + Penalty 3143.255536 = -1881788.868459
  nChanged 122
		SP:Iteration 25Q (108619.550000 sec): 3 clusters
  Score: Raw -1885007.361209 + Penalty 3143.255536 = -1881864.105673
  nChanged 113
		SP:Iteration 26Q (108619.850000 sec): 3 clusters
  Score: Raw -1885095.101334 + Penalty 3143.255536 = -1881951.845799
  nChanged 102
		SP:Iteration 27Q (108620.080000 sec): 3 clusters
  Score: Raw -1885190.280565 + Penalty 3143.255536 = -1882047.025029
  nChanged 105
		SP:Iteration 28Q (108620.350000 sec): 3 clusters
  Score: Raw -1885298.246638 + Penalty 3143.255536 = -1882154.991102
  nChanged 109
		SP:Iteration 29Q (108620.610000 sec): 3 clusters
  Score: Raw -1885380.666704 + Penalty 3143.255536 = -1882237.411168
  nChanged 94
		SP:Iteration 30Q (108620.830000 sec): 3 clusters
  Score: Raw -1885424.599352 + Penalty 3143.255536 = -1882281.343816
  nChanged 79
		SP:Iteration 31Q (108621.100000 sec): 3 clusters
  Score: Raw -1885449.809624 + Penalty 3143.255536 = -1882306.554088
  nChanged 56
		SP:Iteration 32Q (108621.380000 sec): 3 clusters
  Score: Raw -1885465.038664 + Penalty 3143.255536 = -1882321.783128
  nChanged 37
		SP:Iteration 33Q (108621.660000 sec): 3 clusters
  Score: Raw -1885474.604496 + Penalty 3143.255536 = -1882331.348960
  nChanged 33
		SP:Iteration 34Q (108621.890000 sec): 3 clusters
  Score: Raw -1885482.988858 + Penalty 3143.255536 = -1882339.733322
  nChanged 30
		SP:Iteration 35Q (108622.180000 sec): 3 clusters
  Score: Raw -1885491.932556 + Penalty 3143.255536 = -1882348.677020
  nChanged 30
		SP:Iteration 36Q (108622.430000 sec): 3 clusters
  Score: Raw -1885499.660347 + Penalty 3143.255536 = -1882356.404811
  nChanged 27
		SP:Iteration 37Q (108622.640000 sec): 3 clusters
  Score: Raw -1885506.183129 + Penalty 3143.255536 = -1882362.927593
  nChanged 21
		SP:Iteration 38Q (108622.870000 sec): 3 clusters
  Score: Raw -1885512.278995 + Penalty 3143.255536 = -1882369.023459
  nChanged 25
		SP:Iteration 39Q (108623.130000 sec): 3 clusters
  Score: Raw -1885518.338534 + Penalty 3143.255536 = -1882375.082998
  nChanged 21
		SP:Iteration 40F (108623.380000 sec): 3 clusters
  Score: Raw -1885524.200702 + Penalty 3143.255536 = -1882380.945166
  nChanged 19
		SP:Iteration 41Q (108623.610000 sec): 3 clusters
  Score: Raw -1885528.144640 + Penalty 3143.255536 = -1882384.889104
  nChanged 17
		SP:Iteration 42Q (108623.870000 sec): 3 clusters
  Score: Raw -1885531.084168 + Penalty 3143.255536 = -1882387.828632
  nChanged 15
		SP:Iteration 43Q (108624.090000 sec): 3 clusters
  Score: Raw -1885533.464502 + Penalty 3143.255536 = -1882390.208966
  nChanged 12
		SP:Iteration 44Q (108624.330000 sec): 3 clusters
  Score: Raw -1885535.289131 + Penalty 3143.255536 = -1882392.033595
  nChanged 10
		SP:Iteration 45Q (108624.560000 sec): 3 clusters
  Score: Raw -1885536.574807 + Penalty 3143.255536 = -1882393.319271
  nChanged 4
		SP:Iteration 46Q (108624.800000 sec): 3 clusters
  Score: Raw -1885537.106695 + Penalty 3143.255536 = -1882393.851159
  nChanged 3
		SP:Iteration 47Q (108625.050000 sec): 3 clusters
  Score: Raw -1885537.439403 + Penalty 3143.255536 = -1882394.183867
  nChanged 2
		SP:Iteration 48Q (108625.290000 sec): 3 clusters
  Score: Raw -1885537.897911 + Penalty 3143.255536 = -1882394.642375
  nChanged 4
		SP:Iteration 49Q (108625.560000 sec): 3 clusters
  Score: Raw -1885538.640097 + Penalty 3143.255536 = -1882395.384561
  nChanged 6
		SP:Iteration 50Q (108625.780000 sec): 3 clusters
  Score: Raw -1885539.747878 + Penalty 3143.255536 = -1882396.492342
  nChanged 4
		SP:Iteration 51Q (108626.020000 sec): 3 clusters
  Score: Raw -1885540.534271 + Penalty 3143.255536 = -1882397.278735
  nChanged 2
		SP:Iteration 52Q (108626.260000 sec): 3 clusters
  Score: Raw -1885540.774357 + Penalty 3143.255536 = -1882397.518821
  nChanged 0
		SP:Iteration 53F (108626.480000 sec): 3 clusters
  Score: Raw -1885540.774357 + Penalty 3143.255536 = -1882397.518821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 76 (3316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108626.600000 sec): 2 clusters
  Score: Raw -384409.607273 + Penalty 1317.308609 = -383092.298664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108626.800000 sec): 3 clusters
  Score: Raw -382800.743443 + Penalty 2634.617218 = -380166.126225
  nChanged 1260
		SP:Iteration 1F (108627.000000 sec): 3 clusters
  Score: Raw -383565.601646 + Penalty 2634.617218 = -380930.984428
  nChanged 262
		SP:Iteration 2F (108627.190000 sec): 3 clusters
  Score: Raw -383748.783041 + Penalty 2634.617218 = -381114.165824
  nChanged 185
		SP:Iteration 3F (108627.390000 sec): 3 clusters
  Score: Raw -383865.104524 + Penalty 2634.617218 = -381230.487306
  nChanged 139
		SP:Iteration 4Q (108627.580000 sec): 3 clusters
  Score: Raw -383964.749553 + Penalty 2634.617218 = -381330.132336
  nChanged 138
		SP:Iteration 5Q (108627.730000 sec): 3 clusters
  Score: Raw -384071.326588 + Penalty 2634.617218 = -381436.709370
  nChanged 145
		SP:Iteration 6Q (108627.940000 sec): 3 clusters
  Score: Raw -384204.637789 + Penalty 2634.617218 = -381570.020571
  nChanged 141
		SP:Iteration 7Q (108628.100000 sec): 3 clusters
  Score: Raw -384334.894287 + Penalty 2634.617218 = -381700.277069
  nChanged 141
		SP:Iteration 8Q (108628.300000 sec): 3 clusters
  Score: Raw -384473.417248 + Penalty 2634.617218 = -381838.800030
  nChanged 130
		SP:Iteration 9Q (108628.470000 sec): 3 clusters
  Score: Raw -384631.351743 + Penalty 2634.617218 = -381996.734525
  nChanged 136
		SP:Iteration 10Q (108628.690000 sec): 3 clusters
  Score: Raw -384812.857600 + Penalty 2634.617218 = -382178.240382
  nChanged 119
		SP:Iteration 11Q (108628.880000 sec): 3 clusters
  Score: Raw -384946.332857 + Penalty 2634.617218 = -382311.715639
  nChanged 95
		SP:Iteration 12Q (108629.060000 sec): 3 clusters
  Score: Raw -385047.676830 + Penalty 2634.617218 = -382413.059612
  nChanged 82
		SP:Iteration 13Q (108629.220000 sec): 3 clusters
  Score: Raw -385119.159071 + Penalty 2634.617218 = -382484.541853
  nChanged 58
		SP:Iteration 14Q (108629.390000 sec): 3 clusters
  Score: Raw -385163.511219 + Penalty 2634.617218 = -382528.894002
  nChanged 42
		SP:Iteration 15Q (108629.560000 sec): 3 clusters
  Score: Raw -385190.936092 + Penalty 2634.617218 = -382556.318875
  nChanged 26
		SP:Iteration 16Q (108629.740000 sec): 3 clusters
  Score: Raw -385204.621113 + Penalty 2634.617218 = -382570.003895
  nChanged 10
		SP:Iteration 17Q (108629.960000 sec): 3 clusters
  Score: Raw -385208.183688 + Penalty 2634.617218 = -382573.566470
  nChanged 6
		SP:Iteration 18Q (108630.120000 sec): 3 clusters
  Score: Raw -385211.478869 + Penalty 2634.617218 = -382576.861651
  nChanged 9
		SP:Iteration 19Q (108630.320000 sec): 3 clusters
  Score: Raw -385215.824527 + Penalty 2634.617218 = -382581.207309
  nChanged 12
		SP:Iteration 20F (108630.510000 sec): 3 clusters
  Score: Raw -385219.561197 + Penalty 2634.617218 = -382584.943979
  nChanged 7
		SP:Iteration 21Q (108630.700000 sec): 3 clusters
  Score: Raw -385221.035098 + Penalty 2634.617218 = -382586.417880
  nChanged 1
		SP:Iteration 22Q (108630.920000 sec): 3 clusters
  Score: Raw -385221.211385 + Penalty 2634.617218 = -382586.594168
  nChanged 1
		SP:Iteration 23Q (108631.090000 sec): 3 clusters
  Score: Raw -385221.320292 + Penalty 2634.617218 = -382586.703075
  nChanged 0
		SP:Iteration 24F (108631.280000 sec): 3 clusters
  Score: Raw -385221.320292 + Penalty 2634.617218 = -382586.703075
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 77 (3100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108631.400000 sec): 2 clusters
  Score: Raw -364516.334558 + Penalty 1306.363076 = -363209.971482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108631.560000 sec): 3 clusters
  Score: Raw -363052.780136 + Penalty 2612.726152 = -360440.053984
  nChanged 1199
		SP:Iteration 1F (108631.780000 sec): 3 clusters
  Score: Raw -363755.533596 + Penalty 2612.726152 = -361142.807444
  nChanged 234
		SP:Iteration 2F (108631.940000 sec): 3 clusters
  Score: Raw -363888.195288 + Penalty 2612.726152 = -361275.469136
  nChanged 149
		SP:Iteration 3Q (108632.160000 sec): 3 clusters
  Score: Raw -363986.591513 + Penalty 2612.726152 = -361373.865361
  nChanged 140
		SP:Iteration 4Q (108632.380000 sec): 3 clusters
  Score: Raw -364102.559442 + Penalty 2612.726152 = -361489.833290
  nChanged 142
		SP:Iteration 5Q (108632.560000 sec): 3 clusters
  Score: Raw -364221.636095 + Penalty 2612.726152 = -361608.909943
  nChanged 123
		SP:Iteration 6Q (108632.700000 sec): 3 clusters
  Score: Raw -364340.257170 + Penalty 2612.726152 = -361727.531018
  nChanged 154
		SP:Iteration 7Q (108632.890000 sec): 3 clusters
  Score: Raw -364496.638659 + Penalty 2612.726152 = -361883.912507
  nChanged 138
		SP:Iteration 8Q (108633.090000 sec): 3 clusters
  Score: Raw -364609.891840 + Penalty 2612.726152 = -361997.165688
  nChanged 114
		SP:Iteration 9Q (108633.260000 sec): 3 clusters
  Score: Raw -364705.523295 + Penalty 2612.726152 = -362092.797144
  nChanged 86
		SP:Iteration 10Q (108633.430000 sec): 3 clusters
  Score: Raw -364780.198746 + Penalty 2612.726152 = -362167.472594
  nChanged 79
		SP:Iteration 11Q (108633.600000 sec): 3 clusters
  Score: Raw -364854.547558 + Penalty 2612.726152 = -362241.821406
  nChanged 68
		SP:Iteration 12Q (108633.760000 sec): 3 clusters
  Score: Raw -364897.712101 + Penalty 2612.726152 = -362284.985949
  nChanged 51
		SP:Iteration 13Q (108633.950000 sec): 3 clusters
  Score: Raw -364940.437660 + Penalty 2612.726152 = -362327.711508
  nChanged 58
		SP:Iteration 14Q (108634.170000 sec): 3 clusters
  Score: Raw -364978.792876 + Penalty 2612.726152 = -362366.066724
  nChanged 42
		SP:Iteration 15Q (108634.330000 sec): 3 clusters
  Score: Raw -365012.875613 + Penalty 2612.726152 = -362400.149461
  nChanged 35
		SP:Iteration 16Q (108634.530000 sec): 3 clusters
  Score: Raw -365039.301579 + Penalty 2612.726152 = -362426.575427
  nChanged 35
		SP:Iteration 17Q (108634.700000 sec): 3 clusters
  Score: Raw -365063.686148 + Penalty 2612.726152 = -362450.959996
  nChanged 30
		SP:Iteration 18Q (108634.890000 sec): 3 clusters
  Score: Raw -365074.708058 + Penalty 2612.726152 = -362461.981906
  nChanged 15
		SP:Iteration 19Q (108635.090000 sec): 3 clusters
  Score: Raw -365081.305742 + Penalty 2612.726152 = -362468.579590
  nChanged 14
		SP:Iteration 20F (108635.310000 sec): 3 clusters
  Score: Raw -365086.486248 + Penalty 2612.726152 = -362473.760096
  nChanged 7
		SP:Iteration 21Q (108635.490000 sec): 3 clusters
  Score: Raw -365088.874012 + Penalty 2612.726152 = -362476.147861
  nChanged 4
		SP:Iteration 22Q (108635.650000 sec): 3 clusters
  Score: Raw -365090.994330 + Penalty 2612.726152 = -362478.268178
  nChanged 4
		SP:Iteration 23Q (108635.810000 sec): 3 clusters
  Score: Raw -365093.082944 + Penalty 2612.726152 = -362480.356792
  nChanged 3
		SP:Iteration 24Q (108636.010000 sec): 3 clusters
  Score: Raw -365094.879597 + Penalty 2612.726152 = -362482.153445
  nChanged 4
		SP:Iteration 25Q (108636.170000 sec): 3 clusters
  Score: Raw -365097.050465 + Penalty 2612.726152 = -362484.324313
  nChanged 5
		SP:Iteration 26Q (108636.350000 sec): 3 clusters
  Score: Raw -365098.075460 + Penalty 2612.726152 = -362485.349308
  nChanged 2
		SP:Iteration 27Q (108636.530000 sec): 3 clusters
  Score: Raw -365098.675052 + Penalty 2612.726152 = -362485.948900
  nChanged 0
		SP:Iteration 28F (108636.710000 sec): 3 clusters
  Score: Raw -365098.675052 + Penalty 2612.726152 = -362485.948900
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 78 (2530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108636.810000 sec): 2 clusters
  Score: Raw -282698.752797 + Penalty 1273.345870 = -281425.406927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108637.010000 sec): 3 clusters
  Score: Raw -281569.226944 + Penalty 2546.691739 = -279022.535205
  nChanged 948
		SP:Iteration 1F (108637.160000 sec): 3 clusters
  Score: Raw -282310.891111 + Penalty 2546.691739 = -279764.199372
  nChanged 255
		SP:Iteration 2F (108637.330000 sec): 3 clusters
  Score: Raw -282560.871532 + Penalty 2546.691739 = -280014.179793
  nChanged 160
		SP:Iteration 3F (108637.530000 sec): 3 clusters
  Score: Raw -282718.973807 + Penalty 2546.691739 = -280172.282068
  nChanged 141
		SP:Iteration 4F (108637.720000 sec): 3 clusters
  Score: Raw -282859.038062 + Penalty 2546.691739 = -280312.346323
  nChanged 103
		SP:Iteration 5Q (108637.910000 sec): 3 clusters
  Score: Raw -282947.414493 + Penalty 2546.691739 = -280400.722754
  nChanged 72
		SP:Iteration 6Q (108638.060000 sec): 3 clusters
  Score: Raw -283011.769204 + Penalty 2546.691739 = -280465.077465
  nChanged 63
		SP:Iteration 7Q (108638.290000 sec): 3 clusters
  Score: Raw -283057.343313 + Penalty 2546.691739 = -280510.651574
  nChanged 52
		SP:Iteration 8Q (108638.440000 sec): 3 clusters
  Score: Raw -283091.835174 + Penalty 2546.691739 = -280545.143435
  nChanged 49
		SP:Iteration 9Q (108638.640000 sec): 3 clusters
  Score: Raw -283125.689916 + Penalty 2546.691739 = -280578.998177
  nChanged 42
		SP:Iteration 10Q (108638.840000 sec): 3 clusters
  Score: Raw -283152.720724 + Penalty 2546.691739 = -280606.028985
  nChanged 32
		SP:Iteration 11Q (108639.000000 sec): 3 clusters
  Score: Raw -283176.074679 + Penalty 2546.691739 = -280629.382940
  nChanged 29
		SP:Iteration 12Q (108639.170000 sec): 3 clusters
  Score: Raw -283192.409484 + Penalty 2546.691739 = -280645.717744
  nChanged 20
		SP:Iteration 13Q (108639.380000 sec): 3 clusters
  Score: Raw -283206.710938 + Penalty 2546.691739 = -280660.019199
  nChanged 23
		SP:Iteration 14Q (108639.580000 sec): 3 clusters
  Score: Raw -283224.210352 + Penalty 2546.691739 = -280677.518613
  nChanged 24
		SP:Iteration 15Q (108639.750000 sec): 3 clusters
  Score: Raw -283240.650286 + Penalty 2546.691739 = -280693.958547
  nChanged 24
		SP:Iteration 16Q (108639.910000 sec): 3 clusters
  Score: Raw -283253.665004 + Penalty 2546.691739 = -280706.973265
  nChanged 20
		SP:Iteration 17Q (108640.090000 sec): 3 clusters
  Score: Raw -283268.615828 + Penalty 2546.691739 = -280721.924089
  nChanged 19
		SP:Iteration 18Q (108640.300000 sec): 3 clusters
  Score: Raw -283277.354912 + Penalty 2546.691739 = -280730.663173
  nChanged 20
		SP:Iteration 19Q (108640.460000 sec): 3 clusters
  Score: Raw -283288.155593 + Penalty 2546.691739 = -280741.463854
  nChanged 13
		SP:Iteration 20F (108640.650000 sec): 3 clusters
  Score: Raw -283294.788642 + Penalty 2546.691739 = -280748.096903
  nChanged 15
		SP:Iteration 21Q (108640.830000 sec): 3 clusters
  Score: Raw -283304.064912 + Penalty 2546.691739 = -280757.373173
  nChanged 15
		SP:Iteration 22Q (108641.010000 sec): 3 clusters
  Score: Raw -283314.908703 + Penalty 2546.691739 = -280768.216964
  nChanged 18
		SP:Iteration 23Q (108641.190000 sec): 3 clusters
  Score: Raw -283326.426500 + Penalty 2546.691739 = -280779.734761
  nChanged 17
		SP:Iteration 24Q (108641.390000 sec): 3 clusters
  Score: Raw -283334.842546 + Penalty 2546.691739 = -280788.150807
  nChanged 4
		SP:Iteration 25Q (108641.610000 sec): 3 clusters
  Score: Raw -283337.723379 + Penalty 2546.691739 = -280791.031640
  nChanged 3
		SP:Iteration 26Q (108641.780000 sec): 3 clusters
  Score: Raw -283338.484265 + Penalty 2546.691739 = -280791.792526
  nChanged 2
		SP:Iteration 27Q (108641.960000 sec): 3 clusters
  Score: Raw -283339.461856 + Penalty 2546.691739 = -280792.770117
  nChanged 1
		SP:Iteration 28Q (108642.120000 sec): 3 clusters
  Score: Raw -283339.846041 + Penalty 2546.691739 = -280793.154302
  nChanged 3
		SP:Iteration 29Q (108642.340000 sec): 3 clusters
  Score: Raw -283340.910705 + Penalty 2546.691739 = -280794.218966
  nChanged 3
		SP:Iteration 30Q (108642.490000 sec): 3 clusters
  Score: Raw -283341.928554 + Penalty 2546.691739 = -280795.236815
  nChanged 1
		SP:Iteration 31Q (108642.680000 sec): 3 clusters
  Score: Raw -283342.283259 + Penalty 2546.691739 = -280795.591520
  nChanged 0
		SP:Iteration 32F (108642.850000 sec): 3 clusters
  Score: Raw -283342.283259 + Penalty 2546.691739 = -280795.591520
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 79 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108642.950000 sec): 2 clusters
  Score: Raw -228458.785867 + Penalty 1228.766784 = -227230.019084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108643.120000 sec): 3 clusters
  Score: Raw -227672.262087 + Penalty 2457.533567 = -225214.728519
  nChanged 674
		SP:Iteration 1F (108643.300000 sec): 3 clusters
  Score: Raw -228086.705957 + Penalty 2457.533567 = -225629.172390
  nChanged 146
		SP:Iteration 2F (108643.500000 sec): 3 clusters
  Score: Raw -228192.895817 + Penalty 2457.533567 = -225735.362250
  nChanged 93
		SP:Iteration 3Q (108643.640000 sec): 3 clusters
  Score: Raw -228262.071948 + Penalty 2457.533567 = -225804.538381
  nChanged 74
		SP:Iteration 4Q (108643.830000 sec): 3 clusters
  Score: Raw -228317.799217 + Penalty 2457.533567 = -225860.265650
  nChanged 62
		SP:Iteration 5Q (108644.010000 sec): 3 clusters
  Score: Raw -228377.082923 + Penalty 2457.533567 = -225919.549356
  nChanged 65
		SP:Iteration 6Q (108644.150000 sec): 3 clusters
  Score: Raw -228442.587846 + Penalty 2457.533567 = -225985.054278
  nChanged 48
		SP:Iteration 7Q (108644.340000 sec): 3 clusters
  Score: Raw -228487.209819 + Penalty 2457.533567 = -226029.676252
  nChanged 57
		SP:Iteration 8Q (108644.510000 sec): 3 clusters
  Score: Raw -228540.658594 + Penalty 2457.533567 = -226083.125027
  nChanged 51
		SP:Iteration 9Q (108644.690000 sec): 3 clusters
  Score: Raw -228581.146106 + Penalty 2457.533567 = -226123.612538
  nChanged 51
		SP:Iteration 10Q (108644.860000 sec): 3 clusters
  Score: Raw -228619.979347 + Penalty 2457.533567 = -226162.445779
  nChanged 48
		SP:Iteration 11Q (108645.050000 sec): 3 clusters
  Score: Raw -228651.494057 + Penalty 2457.533567 = -226193.960490
  nChanged 27
		SP:Iteration 12Q (108645.200000 sec): 3 clusters
  Score: Raw -228668.738501 + Penalty 2457.533567 = -226211.204934
  nChanged 17
		SP:Iteration 13Q (108645.370000 sec): 3 clusters
  Score: Raw -228678.886126 + Penalty 2457.533567 = -226221.352559
  nChanged 11
		SP:Iteration 14Q (108645.570000 sec): 3 clusters
  Score: Raw -228684.945086 + Penalty 2457.533567 = -226227.411519
  nChanged 13
		SP:Iteration 15Q (108645.740000 sec): 3 clusters
  Score: Raw -228690.004849 + Penalty 2457.533567 = -226232.471282
  nChanged 14
		SP:Iteration 16Q (108645.920000 sec): 3 clusters
  Score: Raw -228697.158225 + Penalty 2457.533567 = -226239.624658
  nChanged 11
		SP:Iteration 17Q (108646.100000 sec): 3 clusters
  Score: Raw -228705.885836 + Penalty 2457.533567 = -226248.352269
  nChanged 10
		SP:Iteration 18Q (108646.300000 sec): 3 clusters
  Score: Raw -228710.944103 + Penalty 2457.533567 = -226253.410536
  nChanged 14
		SP:Iteration 19Q (108646.460000 sec): 3 clusters
  Score: Raw -228717.381274 + Penalty 2457.533567 = -226259.847706
  nChanged 11
		SP:Iteration 20F (108646.640000 sec): 3 clusters
  Score: Raw -228720.989541 + Penalty 2457.533567 = -226263.455974
  nChanged 1
		SP:Iteration 21Q (108646.800000 sec): 3 clusters
  Score: Raw -228721.251080 + Penalty 2457.533567 = -226263.717513
  nChanged 1
		SP:Iteration 22Q (108646.960000 sec): 3 clusters
  Score: Raw -228721.648098 + Penalty 2457.533567 = -226264.114530
  nChanged 1
		SP:Iteration 23Q (108647.110000 sec): 3 clusters
  Score: Raw -228722.161654 + Penalty 2457.533567 = -226264.628087
  nChanged 1
		SP:Iteration 24Q (108647.300000 sec): 3 clusters
  Score: Raw -228723.881736 + Penalty 2457.533567 = -226266.348169
  nChanged 3
		SP:Iteration 25Q (108647.450000 sec): 3 clusters
  Score: Raw -228726.439326 + Penalty 2457.533567 = -226268.905759
  nChanged 4
		SP:Iteration 26Q (108647.580000 sec): 3 clusters
  Score: Raw -228727.457716 + Penalty 2457.533567 = -226269.924149
  nChanged 3
		SP:Iteration 27Q (108647.770000 sec): 3 clusters
  Score: Raw -228728.931709 + Penalty 2457.533567 = -226271.398141
  nChanged 4
		SP:Iteration 28Q (108647.920000 sec): 3 clusters
  Score: Raw -228730.601703 + Penalty 2457.533567 = -226273.068136
  nChanged 2
		SP:Iteration 29Q (108648.130000 sec): 3 clusters
  Score: Raw -228731.683936 + Penalty 2457.533567 = -226274.150369
  nChanged 2
		SP:Iteration 30Q (108648.300000 sec): 3 clusters
  Score: Raw -228732.340049 + Penalty 2457.533567 = -226274.806482
  nChanged 1
		SP:Iteration 31Q (108648.420000 sec): 3 clusters
  Score: Raw -228732.594583 + Penalty 2457.533567 = -226275.061016
  nChanged 2
		SP:Iteration 32Q (108648.630000 sec): 3 clusters
  Score: Raw -228733.449031 + Penalty 2457.533567 = -226275.915463
  nChanged 1
		SP:Iteration 33Q (108648.770000 sec): 3 clusters
  Score: Raw -228733.841408 + Penalty 2457.533567 = -226276.307840
  nChanged 3
		SP:Iteration 34Q (108648.940000 sec): 3 clusters
  Score: Raw -228734.947554 + Penalty 2457.533567 = -226277.413987
  nChanged 1
		SP:Iteration 35Q (108649.120000 sec): 3 clusters
  Score: Raw -228735.313095 + Penalty 2457.533567 = -226277.779528
  nChanged 1
		SP:Iteration 36Q (108649.300000 sec): 3 clusters
  Score: Raw -228735.508448 + Penalty 2457.533567 = -226277.974880
  nChanged 0
		SP:Iteration 37F (108649.480000 sec): 3 clusters
  Score: Raw -228735.508448 + Penalty 2457.533567 = -226277.974880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 80 (3639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108649.610000 sec): 2 clusters
  Score: Raw -426818.458325 + Penalty 1332.412932 = -425486.045393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108649.750000 sec): 3 clusters
  Score: Raw -425065.714757 + Penalty 2664.825864 = -422400.888893
  nChanged 1453
		SP:Iteration 1F (108649.930000 sec): 3 clusters
  Score: Raw -425946.750940 + Penalty 2664.825864 = -423281.925075
  nChanged 378
		SP:Iteration 2F (108650.100000 sec): 3 clusters
  Score: Raw -426272.412838 + Penalty 2664.825864 = -423607.586973
  nChanged 253
		SP:Iteration 3F (108650.280000 sec): 3 clusters
  Score: Raw -426464.372335 + Penalty 2664.825864 = -423799.546471
  nChanged 206
		SP:Iteration 4F (108650.470000 sec): 3 clusters
  Score: Raw -426619.404168 + Penalty 2664.825864 = -423954.578304
  nChanged 178
		SP:Iteration 5Q (108650.650000 sec): 3 clusters
  Score: Raw -426762.986879 + Penalty 2664.825864 = -424098.161015
  nChanged 171
		SP:Iteration 6Q (108650.850000 sec): 3 clusters
  Score: Raw -426887.800619 + Penalty 2664.825864 = -424222.974755
  nChanged 140
		SP:Iteration 7Q (108651.010000 sec): 3 clusters
  Score: Raw -426996.670152 + Penalty 2664.825864 = -424331.844288
  nChanged 112
		SP:Iteration 8Q (108651.160000 sec): 3 clusters
  Score: Raw -427078.052322 + Penalty 2664.825864 = -424413.226458
  nChanged 102
		SP:Iteration 9Q (108651.350000 sec): 3 clusters
  Score: Raw -427159.311774 + Penalty 2664.825864 = -424494.485909
  nChanged 107
		SP:Iteration 10Q (108651.550000 sec): 3 clusters
  Score: Raw -427238.312301 + Penalty 2664.825864 = -424573.486437
  nChanged 103
		SP:Iteration 11Q (108651.780000 sec): 3 clusters
  Score: Raw -427326.367797 + Penalty 2664.825864 = -424661.541932
  nChanged 112
		SP:Iteration 12Q (108651.950000 sec): 3 clusters
  Score: Raw -427413.423339 + Penalty 2664.825864 = -424748.597475
  nChanged 91
		SP:Iteration 13Q (108652.140000 sec): 3 clusters
  Score: Raw -427484.367437 + Penalty 2664.825864 = -424819.541573
  nChanged 87
		SP:Iteration 14Q (108652.340000 sec): 3 clusters
  Score: Raw -427554.751981 + Penalty 2664.825864 = -424889.926117
  nChanged 71
		SP:Iteration 15Q (108652.530000 sec): 3 clusters
  Score: Raw -427610.551267 + Penalty 2664.825864 = -424945.725403
  nChanged 59
		SP:Iteration 16Q (108652.700000 sec): 3 clusters
  Score: Raw -427653.690269 + Penalty 2664.825864 = -424988.864404
  nChanged 60
		SP:Iteration 17Q (108652.850000 sec): 3 clusters
  Score: Raw -427692.704123 + Penalty 2664.825864 = -425027.878259
  nChanged 61
		SP:Iteration 18Q (108653.040000 sec): 3 clusters
  Score: Raw -427729.228131 + Penalty 2664.825864 = -425064.402266
  nChanged 47
		SP:Iteration 19Q (108653.240000 sec): 3 clusters
  Score: Raw -427753.613524 + Penalty 2664.825864 = -425088.787660
  nChanged 39
		SP:Iteration 20F (108653.390000 sec): 3 clusters
  Score: Raw -427770.745492 + Penalty 2664.825864 = -425105.919627
  nChanged 23
		SP:Iteration 21Q (108653.560000 sec): 3 clusters
  Score: Raw -427779.916668 + Penalty 2664.825864 = -425115.090804
  nChanged 24
		SP:Iteration 22Q (108653.740000 sec): 3 clusters
  Score: Raw -427789.569148 + Penalty 2664.825864 = -425124.743283
  nChanged 14
		SP:Iteration 23Q (108653.940000 sec): 3 clusters
  Score: Raw -427794.752693 + Penalty 2664.825864 = -425129.926829
  nChanged 8
		SP:Iteration 24Q (108654.120000 sec): 3 clusters
  Score: Raw -427797.041312 + Penalty 2664.825864 = -425132.215448
  nChanged 6
		SP:Iteration 25Q (108654.280000 sec): 3 clusters
  Score: Raw -427799.039582 + Penalty 2664.825864 = -425134.213717
  nChanged 6
		SP:Iteration 26Q (108654.470000 sec): 3 clusters
  Score: Raw -427800.578733 + Penalty 2664.825864 = -425135.752869
  nChanged 4
		SP:Iteration 27Q (108654.660000 sec): 3 clusters
  Score: Raw -427801.757697 + Penalty 2664.825864 = -425136.931832
  nChanged 4
		SP:Iteration 28Q (108654.840000 sec): 3 clusters
  Score: Raw -427802.568140 + Penalty 2664.825864 = -425137.742276
  nChanged 3
		SP:Iteration 29Q (108655.050000 sec): 3 clusters
  Score: Raw -427803.224638 + Penalty 2664.825864 = -425138.398774
  nChanged 4
		SP:Iteration 30Q (108655.240000 sec): 3 clusters
  Score: Raw -427803.924687 + Penalty 2664.825864 = -425139.098823
  nChanged 2
		SP:Iteration 31Q (108655.400000 sec): 3 clusters
  Score: Raw -427804.283272 + Penalty 2664.825864 = -425139.457408
  nChanged 0
		SP:Iteration 32F (108655.610000 sec): 3 clusters
  Score: Raw -427804.283272 + Penalty 2664.825864 = -425139.457408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 81 (2888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108655.750000 sec): 2 clusters
  Score: Raw -338348.075263 + Penalty 1294.851919 = -337053.223345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108655.910000 sec): 3 clusters
  Score: Raw -336995.581066 + Penalty 2589.703838 = -334405.877228
  nChanged 1080
		SP:Iteration 1F (108656.070000 sec): 3 clusters
  Score: Raw -337762.493900 + Penalty 2589.703838 = -335172.790063
  nChanged 256
		SP:Iteration 2F (108656.270000 sec): 3 clusters
  Score: Raw -337988.103778 + Penalty 2589.703838 = -335398.399941
  nChanged 184
		SP:Iteration 3F (108656.450000 sec): 3 clusters
  Score: Raw -338128.960600 + Penalty 2589.703838 = -335539.256763
  nChanged 134
		SP:Iteration 4Q (108656.600000 sec): 3 clusters
  Score: Raw -338219.175349 + Penalty 2589.703838 = -335629.471512
  nChanged 100
		SP:Iteration 5Q (108656.830000 sec): 3 clusters
  Score: Raw -338288.079468 + Penalty 2589.703838 = -335698.375630
  nChanged 88
		SP:Iteration 6Q (108657.030000 sec): 3 clusters
  Score: Raw -338339.943803 + Penalty 2589.703838 = -335750.239966
  nChanged 74
		SP:Iteration 7Q (108657.160000 sec): 3 clusters
  Score: Raw -338390.732047 + Penalty 2589.703838 = -335801.028209
  nChanged 80
		SP:Iteration 8Q (108657.350000 sec): 3 clusters
  Score: Raw -338443.617749 + Penalty 2589.703838 = -335853.913911
  nChanged 62
		SP:Iteration 9Q (108657.540000 sec): 3 clusters
  Score: Raw -338475.812262 + Penalty 2589.703838 = -335886.108425
  nChanged 46
		SP:Iteration 10Q (108657.670000 sec): 3 clusters
  Score: Raw -338495.129682 + Penalty 2589.703838 = -335905.425845
  nChanged 25
		SP:Iteration 11Q (108657.860000 sec): 3 clusters
  Score: Raw -338508.943511 + Penalty 2589.703838 = -335919.239673
  nChanged 31
		SP:Iteration 12Q (108658.040000 sec): 3 clusters
  Score: Raw -338522.240174 + Penalty 2589.703838 = -335932.536336
  nChanged 23
		SP:Iteration 13Q (108658.220000 sec): 3 clusters
  Score: Raw -338531.966042 + Penalty 2589.703838 = -335942.262205
  nChanged 20
		SP:Iteration 14Q (108658.430000 sec): 3 clusters
  Score: Raw -338545.179937 + Penalty 2589.703838 = -335955.476100
  nChanged 28
		SP:Iteration 15Q (108658.620000 sec): 3 clusters
  Score: Raw -338556.390684 + Penalty 2589.703838 = -335966.686846
  nChanged 20
		SP:Iteration 16Q (108658.790000 sec): 3 clusters
  Score: Raw -338564.205733 + Penalty 2589.703838 = -335974.501896
  nChanged 14
		SP:Iteration 17Q (108659.000000 sec): 3 clusters
  Score: Raw -338569.621138 + Penalty 2589.703838 = -335979.917300
  nChanged 11
		SP:Iteration 18Q (108659.150000 sec): 3 clusters
  Score: Raw -338573.937834 + Penalty 2589.703838 = -335984.233996
  nChanged 8
		SP:Iteration 19Q (108659.330000 sec): 3 clusters
  Score: Raw -338578.501893 + Penalty 2589.703838 = -335988.798055
  nChanged 5
		SP:Iteration 20F (108659.510000 sec): 3 clusters
  Score: Raw -338580.249234 + Penalty 2589.703838 = -335990.545397
  nChanged 7
		SP:Iteration 21Q (108659.690000 sec): 3 clusters
  Score: Raw -338583.236787 + Penalty 2589.703838 = -335993.532950
  nChanged 11
		SP:Iteration 22Q (108659.910000 sec): 3 clusters
  Score: Raw -338587.128850 + Penalty 2589.703838 = -335997.425013
  nChanged 10
		SP:Iteration 23Q (108660.070000 sec): 3 clusters
  Score: Raw -338591.803955 + Penalty 2589.703838 = -336002.100118
  nChanged 5
		SP:Iteration 24Q (108660.230000 sec): 3 clusters
  Score: Raw -338593.312810 + Penalty 2589.703838 = -336003.608973
  nChanged 4
		SP:Iteration 25Q (108660.410000 sec): 3 clusters
  Score: Raw -338594.662128 + Penalty 2589.703838 = -336004.958290
  nChanged 2
		SP:Iteration 26Q (108660.580000 sec): 3 clusters
  Score: Raw -338595.276751 + Penalty 2589.703838 = -336005.572913
  nChanged 2
		SP:Iteration 27Q (108660.750000 sec): 3 clusters
  Score: Raw -338595.562733 + Penalty 2589.703838 = -336005.858896
  nChanged 1
		SP:Iteration 28Q (108660.950000 sec): 3 clusters
  Score: Raw -338595.815995 + Penalty 2589.703838 = -336006.112157
  nChanged 3
		SP:Iteration 29Q (108661.140000 sec): 3 clusters
  Score: Raw -338597.127672 + Penalty 2589.703838 = -336007.423834
  nChanged 3
		SP:Iteration 30Q (108661.320000 sec): 3 clusters
  Score: Raw -338597.762217 + Penalty 2589.703838 = -336008.058379
  nChanged 1
		SP:Iteration 31Q (108661.520000 sec): 3 clusters
  Score: Raw -338597.931934 + Penalty 2589.703838 = -336008.228097
  nChanged 1
		SP:Iteration 32Q (108661.690000 sec): 3 clusters
  Score: Raw -338598.440804 + Penalty 2589.703838 = -336008.736967
  nChanged 2
		SP:Iteration 33Q (108661.870000 sec): 3 clusters
  Score: Raw -338598.790135 + Penalty 2589.703838 = -336009.086298
  nChanged 3
		SP:Iteration 34Q (108662.060000 sec): 3 clusters
  Score: Raw -338599.986314 + Penalty 2589.703838 = -336010.282476
  nChanged 7
		SP:Iteration 35Q (108662.230000 sec): 3 clusters
  Score: Raw -338601.253509 + Penalty 2589.703838 = -336011.549672
  nChanged 2
		SP:Iteration 36Q (108662.460000 sec): 3 clusters
  Score: Raw -338601.593808 + Penalty 2589.703838 = -336011.889970
  nChanged 2
		SP:Iteration 37Q (108662.630000 sec): 3 clusters
  Score: Raw -338602.090335 + Penalty 2589.703838 = -336012.386498
  nChanged 3
		SP:Iteration 38Q (108662.800000 sec): 3 clusters
  Score: Raw -338602.610716 + Penalty 2589.703838 = -336012.906878
  nChanged 0
		SP:Iteration 39F (108663.000000 sec): 3 clusters
  Score: Raw -338602.610716 + Penalty 2589.703838 = -336012.906878
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 82 (12459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108663.130000 sec): 2 clusters
  Score: Raw -1510492.721890 + Penalty 1532.407261 = -1508960.314629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108663.360000 sec): 3 clusters
  Score: Raw -1503286.876550 + Penalty 3064.814523 = -1500222.062027
  nChanged 5442
		SP:Iteration 1F (108663.580000 sec): 3 clusters
  Score: Raw -1506206.611479 + Penalty 3064.814523 = -1503141.796956
  nChanged 700
		SP:Iteration 2F (108663.860000 sec): 3 clusters
  Score: Raw -1506510.434546 + Penalty 3064.814523 = -1503445.620023
  nChanged 649
		SP:Iteration 3F (108664.070000 sec): 3 clusters
  Score: Raw -1506813.312443 + Penalty 3064.814523 = -1503748.497920
  nChanged 593
		SP:Iteration 4Q (108664.300000 sec): 3 clusters
  Score: Raw -1507099.341824 + Penalty 3064.814523 = -1504034.527301
  nChanged 589
		SP:Iteration 5Q (108664.490000 sec): 3 clusters
  Score: Raw -1507383.635981 + Penalty 3064.814523 = -1504318.821458
  nChanged 579
		SP:Iteration 6Q (108664.710000 sec): 3 clusters
  Score: Raw -1507675.360549 + Penalty 3064.814523 = -1504610.546026
  nChanged 597
		SP:Iteration 7Q (108664.970000 sec): 3 clusters
  Score: Raw -1508018.516917 + Penalty 3064.814523 = -1504953.702394
  nChanged 599
		SP:Iteration 8Q (108665.150000 sec): 3 clusters
  Score: Raw -1508413.769159 + Penalty 3064.814523 = -1505348.954636
  nChanged 605
		SP:Iteration 9Q (108665.400000 sec): 3 clusters
  Score: Raw -1508839.904352 + Penalty 3064.814523 = -1505775.089829
  nChanged 611
		SP:Iteration 10Q (108665.620000 sec): 3 clusters
  Score: Raw -1509293.463120 + Penalty 3064.814523 = -1506228.648597
  nChanged 528
		SP:Iteration 11Q (108665.860000 sec): 3 clusters
  Score: Raw -1509699.096555 + Penalty 3064.814523 = -1506634.282032
  nChanged 415
		SP:Iteration 12Q (108666.080000 sec): 3 clusters
  Score: Raw -1510029.243993 + Penalty 3064.814523 = -1506964.429470
  nChanged 321
		SP:Iteration 13Q (108666.310000 sec): 3 clusters
  Score: Raw -1510233.657968 + Penalty 3064.814523 = -1507168.843445
  nChanged 218
		SP:Iteration 14Q (108666.560000 sec): 3 clusters
  Score: Raw -1510349.492061 + Penalty 3064.814523 = -1507284.677538
  nChanged 156
		SP:Iteration 15Q (108666.760000 sec): 3 clusters
  Score: Raw -1510436.051195 + Penalty 3064.814523 = -1507371.236672
  nChanged 128
		SP:Iteration 16Q (108666.970000 sec): 3 clusters
  Score: Raw -1510522.145269 + Penalty 3064.814523 = -1507457.330746
  nChanged 126
		SP:Iteration 17Q (108667.230000 sec): 3 clusters
  Score: Raw -1510604.636035 + Penalty 3064.814523 = -1507539.821512
  nChanged 115
		SP:Iteration 18Q (108667.450000 sec): 3 clusters
  Score: Raw -1510674.187989 + Penalty 3064.814523 = -1507609.373466
  nChanged 96
		SP:Iteration 19Q (108667.670000 sec): 3 clusters
  Score: Raw -1510732.858489 + Penalty 3064.814523 = -1507668.043966
  nChanged 91
		SP:Iteration 20F (108667.890000 sec): 3 clusters
  Score: Raw -1510777.237796 + Penalty 3064.814523 = -1507712.423273
  nChanged 82
		SP:Iteration 21Q (108668.090000 sec): 3 clusters
  Score: Raw -1510810.445756 + Penalty 3064.814523 = -1507745.631233
  nChanged 54
		SP:Iteration 22Q (108668.300000 sec): 3 clusters
  Score: Raw -1510828.147551 + Penalty 3064.814523 = -1507763.333028
  nChanged 46
		SP:Iteration 23Q (108668.550000 sec): 3 clusters
  Score: Raw -1510842.160076 + Penalty 3064.814523 = -1507777.345553
  nChanged 52
		SP:Iteration 24Q (108668.770000 sec): 3 clusters
  Score: Raw -1510861.911531 + Penalty 3064.814523 = -1507797.097008
  nChanged 44
		SP:Iteration 25Q (108668.960000 sec): 3 clusters
  Score: Raw -1510875.119371 + Penalty 3064.814523 = -1507810.304848
  nChanged 30
		SP:Iteration 26Q (108669.220000 sec): 3 clusters
  Score: Raw -1510882.499855 + Penalty 3064.814523 = -1507817.685332
  nChanged 26
		SP:Iteration 27Q (108669.440000 sec): 3 clusters
  Score: Raw -1510890.443293 + Penalty 3064.814523 = -1507825.628770
  nChanged 24
		SP:Iteration 28Q (108669.650000 sec): 3 clusters
  Score: Raw -1510896.913353 + Penalty 3064.814523 = -1507832.098830
  nChanged 22
		SP:Iteration 29Q (108669.880000 sec): 3 clusters
  Score: Raw -1510902.899478 + Penalty 3064.814523 = -1507838.084955
  nChanged 22
		SP:Iteration 30Q (108670.090000 sec): 3 clusters
  Score: Raw -1510909.029559 + Penalty 3064.814523 = -1507844.215036
  nChanged 19
		SP:Iteration 31Q (108670.280000 sec): 3 clusters
  Score: Raw -1510913.967023 + Penalty 3064.814523 = -1507849.152500
  nChanged 19
		SP:Iteration 32Q (108670.550000 sec): 3 clusters
  Score: Raw -1510918.884998 + Penalty 3064.814523 = -1507854.070475
  nChanged 19
		SP:Iteration 33Q (108670.750000 sec): 3 clusters
  Score: Raw -1510922.583099 + Penalty 3064.814523 = -1507857.768576
  nChanged 22
		SP:Iteration 34Q (108670.960000 sec): 3 clusters
  Score: Raw -1510928.081741 + Penalty 3064.814523 = -1507863.267218
  nChanged 20
		SP:Iteration 35Q (108671.190000 sec): 3 clusters
  Score: Raw -1510934.014352 + Penalty 3064.814523 = -1507869.199829
  nChanged 22
		SP:Iteration 36Q (108671.370000 sec): 3 clusters
  Score: Raw -1510939.894545 + Penalty 3064.814523 = -1507875.080022
  nChanged 20
		SP:Iteration 37Q (108671.610000 sec): 3 clusters
  Score: Raw -1510944.749637 + Penalty 3064.814523 = -1507879.935114
  nChanged 12
		SP:Iteration 38Q (108671.820000 sec): 3 clusters
  Score: Raw -1510948.376103 + Penalty 3064.814523 = -1507883.561580
  nChanged 12
		SP:Iteration 39Q (108672.060000 sec): 3 clusters
  Score: Raw -1510951.447668 + Penalty 3064.814523 = -1507886.633145
  nChanged 12
		SP:Iteration 40F (108672.270000 sec): 3 clusters
  Score: Raw -1510954.173275 + Penalty 3064.814523 = -1507889.358752
  nChanged 9
		SP:Iteration 41Q (108672.500000 sec): 3 clusters
  Score: Raw -1510957.177349 + Penalty 3064.814523 = -1507892.362826
  nChanged 8
		SP:Iteration 42Q (108672.730000 sec): 3 clusters
  Score: Raw -1510959.253176 + Penalty 3064.814523 = -1507894.438653
  nChanged 12
		SP:Iteration 43Q (108672.950000 sec): 3 clusters
  Score: Raw -1510961.527812 + Penalty 3064.814523 = -1507896.713289
  nChanged 16
		SP:Iteration 44Q (108673.220000 sec): 3 clusters
  Score: Raw -1510964.785409 + Penalty 3064.814523 = -1507899.970886
  nChanged 12
		SP:Iteration 45Q (108673.460000 sec): 3 clusters
  Score: Raw -1510967.966484 + Penalty 3064.814523 = -1507903.151961
  nChanged 13
		SP:Iteration 46Q (108673.640000 sec): 3 clusters
  Score: Raw -1510972.131951 + Penalty 3064.814523 = -1507907.317428
  nChanged 12
		SP:Iteration 47Q (108673.880000 sec): 3 clusters
  Score: Raw -1510976.095872 + Penalty 3064.814523 = -1507911.281349
  nChanged 10
		SP:Iteration 48Q (108674.110000 sec): 3 clusters
  Score: Raw -1510978.624812 + Penalty 3064.814523 = -1507913.810289
  nChanged 10
		SP:Iteration 49Q (108674.340000 sec): 3 clusters
  Score: Raw -1510981.423782 + Penalty 3064.814523 = -1507916.609259
  nChanged 8
		SP:Iteration 50Q (108674.560000 sec): 3 clusters
  Score: Raw -1510983.785872 + Penalty 3064.814523 = -1507918.971349
  nChanged 10
		SP:Iteration 51Q (108674.830000 sec): 3 clusters
  Score: Raw -1510986.558372 + Penalty 3064.814523 = -1507921.743849
  nChanged 9
		SP:Iteration 52Q (108675.030000 sec): 3 clusters
  Score: Raw -1510989.224172 + Penalty 3064.814523 = -1507924.409649
  nChanged 6
		SP:Iteration 53Q (108675.270000 sec): 3 clusters
  Score: Raw -1510990.263728 + Penalty 3064.814523 = -1507925.449205
  nChanged 4
		SP:Iteration 54Q (108675.480000 sec): 3 clusters
  Score: Raw -1510991.754892 + Penalty 3064.814523 = -1507926.940369
  nChanged 6
		SP:Iteration 55Q (108675.730000 sec): 3 clusters
  Score: Raw -1510992.961374 + Penalty 3064.814523 = -1507928.146851
  nChanged 4
		SP:Iteration 56Q (108675.980000 sec): 3 clusters
  Score: Raw -1510993.446668 + Penalty 3064.814523 = -1507928.632145
  nChanged 0
		SP:Iteration 57F (108676.170000 sec): 3 clusters
  Score: Raw -1510993.446668 + Penalty 3064.814523 = -1507928.632145
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 83 (1901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108676.280000 sec): 2 clusters
  Score: Raw -210374.821819 + Penalty 1226.896993 = -209147.924825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108676.460000 sec): 3 clusters
  Score: Raw -209599.434202 + Penalty 2453.793986 = -207145.640216
  nChanged 673
		SP:Iteration 1F (108676.630000 sec): 3 clusters
  Score: Raw -210065.483381 + Penalty 2453.793986 = -207611.689394
  nChanged 165
		SP:Iteration 2F (108676.820000 sec): 3 clusters
  Score: Raw -210229.343554 + Penalty 2453.793986 = -207775.549568
  nChanged 122
		SP:Iteration 3F (108676.980000 sec): 3 clusters
  Score: Raw -210364.978893 + Penalty 2453.793986 = -207911.184907
  nChanged 125
		SP:Iteration 4F (108677.140000 sec): 3 clusters
  Score: Raw -210514.480505 + Penalty 2453.793986 = -208060.686519
  nChanged 115
		SP:Iteration 5F (108677.300000 sec): 3 clusters
  Score: Raw -210700.773259 + Penalty 2453.793986 = -208246.979273
  nChanged 107
		SP:Iteration 6F (108677.490000 sec): 3 clusters
  Score: Raw -210907.425431 + Penalty 2453.793986 = -208453.631445
  nChanged 98
		SP:Iteration 7F (108677.640000 sec): 3 clusters
  Score: Raw -211081.433832 + Penalty 2453.793986 = -208627.639846
  nChanged 87
		SP:Iteration 8Q (108677.850000 sec): 3 clusters
  Score: Raw -211217.067234 + Penalty 2453.793986 = -208763.273247
  nChanged 49
		SP:Iteration 9Q (108678.050000 sec): 3 clusters
  Score: Raw -211274.336811 + Penalty 2453.793986 = -208820.542825
  nChanged 39
		SP:Iteration 10Q (108678.230000 sec): 3 clusters
  Score: Raw -211319.771621 + Penalty 2453.793986 = -208865.977634
  nChanged 34
		SP:Iteration 11Q (108678.400000 sec): 3 clusters
  Score: Raw -211355.191663 + Penalty 2453.793986 = -208901.397677
  nChanged 24
		SP:Iteration 12Q (108678.570000 sec): 3 clusters
  Score: Raw -211375.811214 + Penalty 2453.793986 = -208922.017227
  nChanged 23
		SP:Iteration 13Q (108678.730000 sec): 3 clusters
  Score: Raw -211396.127628 + Penalty 2453.793986 = -208942.333642
  nChanged 21
		SP:Iteration 14Q (108678.900000 sec): 3 clusters
  Score: Raw -211412.405068 + Penalty 2453.793986 = -208958.611082
  nChanged 13
		SP:Iteration 15Q (108679.090000 sec): 3 clusters
  Score: Raw -211420.451786 + Penalty 2453.793986 = -208966.657800
  nChanged 9
		SP:Iteration 16Q (108679.260000 sec): 3 clusters
  Score: Raw -211425.568989 + Penalty 2453.793986 = -208971.775003
  nChanged 8
		SP:Iteration 17Q (108679.460000 sec): 3 clusters
  Score: Raw -211430.848710 + Penalty 2453.793986 = -208977.054723
  nChanged 8
		SP:Iteration 18Q (108679.610000 sec): 3 clusters
  Score: Raw -211437.886464 + Penalty 2453.793986 = -208984.092478
  nChanged 11
		SP:Iteration 19Q (108679.810000 sec): 3 clusters
  Score: Raw -211447.504222 + Penalty 2453.793986 = -208993.710236
  nChanged 9
		SP:Iteration 20F (108680.000000 sec): 3 clusters
  Score: Raw -211451.820785 + Penalty 2453.793986 = -208998.026799
  nChanged 5
		SP:Iteration 21Q (108680.180000 sec): 3 clusters
  Score: Raw -211454.047616 + Penalty 2453.793986 = -209000.253629
  nChanged 3
		SP:Iteration 22Q (108680.350000 sec): 3 clusters
  Score: Raw -211455.175363 + Penalty 2453.793986 = -209001.381376
  nChanged 1
		SP:Iteration 23Q (108680.500000 sec): 3 clusters
  Score: Raw -211455.409804 + Penalty 2453.793986 = -209001.615818
  nChanged 2
		SP:Iteration 24Q (108680.680000 sec): 3 clusters
  Score: Raw -211456.349662 + Penalty 2453.793986 = -209002.555676
  nChanged 6
		SP:Iteration 25Q (108680.870000 sec): 3 clusters
  Score: Raw -211460.130291 + Penalty 2453.793986 = -209006.336305
  nChanged 5
		SP:Iteration 26Q (108681.060000 sec): 3 clusters
  Score: Raw -211462.343238 + Penalty 2453.793986 = -209008.549252
  nChanged 4
		SP:Iteration 27Q (108681.240000 sec): 3 clusters
  Score: Raw -211463.736436 + Penalty 2453.793986 = -209009.942450
  nChanged 1
		SP:Iteration 28Q (108681.430000 sec): 3 clusters
  Score: Raw -211463.944694 + Penalty 2453.793986 = -209010.150708
  nChanged 1
		SP:Iteration 29Q (108681.610000 sec): 3 clusters
  Score: Raw -211464.194272 + Penalty 2453.793986 = -209010.400286
  nChanged 1
		SP:Iteration 30Q (108681.810000 sec): 3 clusters
  Score: Raw -211464.524764 + Penalty 2453.793986 = -209010.730778
  nChanged 1
		SP:Iteration 31Q (108681.960000 sec): 3 clusters
  Score: Raw -211465.104360 + Penalty 2453.793986 = -209011.310374
  nChanged 1
		SP:Iteration 32Q (108682.170000 sec): 3 clusters
  Score: Raw -211465.285539 + Penalty 2453.793986 = -209011.491553
  nChanged 1
		SP:Iteration 33Q (108682.320000 sec): 3 clusters
  Score: Raw -211465.951519 + Penalty 2453.793986 = -209012.157533
  nChanged 1
		SP:Iteration 34Q (108682.450000 sec): 3 clusters
  Score: Raw -211466.618192 + Penalty 2453.793986 = -209012.824206
  nChanged 3
		SP:Iteration 35Q (108682.630000 sec): 3 clusters
  Score: Raw -211468.076946 + Penalty 2453.793986 = -209014.282959
  nChanged 3
		SP:Iteration 36Q (108682.820000 sec): 3 clusters
  Score: Raw -211469.561340 + Penalty 2453.793986 = -209015.767354
  nChanged 2
		SP:Iteration 37Q (108682.990000 sec): 3 clusters
  Score: Raw -211470.369757 + Penalty 2453.793986 = -209016.575771
  nChanged 1
		SP:Iteration 38Q (108683.190000 sec): 3 clusters
  Score: Raw -211470.897825 + Penalty 2453.793986 = -209017.103839
  nChanged 5
		SP:Iteration 39Q (108683.370000 sec): 3 clusters
  Score: Raw -211474.258914 + Penalty 2453.793986 = -209020.464928
  nChanged 4
		SP:Iteration 40F (108683.530000 sec): 3 clusters
  Score: Raw -211476.784483 + Penalty 2453.793986 = -209022.990497
  nChanged 5
		SP:Iteration 41Q (108683.730000 sec): 3 clusters
  Score: Raw -211479.098299 + Penalty 2453.793986 = -209025.304313
  nChanged 4
		SP:Iteration 42Q (108683.910000 sec): 3 clusters
  Score: Raw -211480.651007 + Penalty 2453.793986 = -209026.857021
  nChanged 4
		SP:Iteration 43Q (108684.080000 sec): 3 clusters
  Score: Raw -211482.855889 + Penalty 2453.793986 = -209029.061903
  nChanged 3
		SP:Iteration 44Q (108684.240000 sec): 3 clusters
  Score: Raw -211483.809177 + Penalty 2453.793986 = -209030.015191
  nChanged 0
		SP:Iteration 45F (108684.410000 sec): 3 clusters
  Score: Raw -211483.809177 + Penalty 2453.793986 = -209030.015191
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 84 (107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108684.510000 sec): 2 clusters
  Score: Raw -5117.249627 + Penalty 759.334686 = -4357.914941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108684.700000 sec): 3 clusters
  Score: Raw -5422.261040 + Penalty 1518.669371 = -3903.591669
  nChanged 17
		SP:Iteration 1F (108684.920000 sec): 3 clusters
  Score: Raw -5580.644079 + Penalty 1518.669371 = -4061.974708
  nChanged 6
		SP:Iteration 2F (108685.070000 sec): 3 clusters
  Score: Raw -5625.266367 + Penalty 1518.669371 = -4106.596996
  nChanged 1
		SP:Iteration 3Q (108685.250000 sec): 3 clusters
  Score: Raw -5635.280173 + Penalty 1518.669371 = -4116.610802
  nChanged 0
		SP:Iteration 4F (108685.420000 sec): 3 clusters
  Score: Raw -5635.280173 + Penalty 1518.669371 = -4116.610802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 85 (456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108685.510000 sec): 2 clusters
  Score: Raw -45079.287683 + Penalty 994.905082 = -44084.382601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108685.690000 sec): 3 clusters
  Score: Raw -45079.743543 + Penalty 1989.810163 = -43089.933380
  nChanged 105
		SP:Iteration 1F (108685.860000 sec): 3 clusters
  Score: Raw -45282.152233 + Penalty 1989.810163 = -43292.342070
  nChanged 29
		SP:Iteration 2F (108686.030000 sec): 3 clusters
  Score: Raw -45364.769230 + Penalty 1989.810163 = -43374.959067
  nChanged 17
		SP:Iteration 3Q (108686.230000 sec): 3 clusters
  Score: Raw -45399.297284 + Penalty 1989.810163 = -43409.487121
  nChanged 7
		SP:Iteration 4Q (108686.390000 sec): 3 clusters
  Score: Raw -45409.526151 + Penalty 1989.810163 = -43419.715988
  nChanged 2
		SP:Iteration 5Q (108686.560000 sec): 3 clusters
  Score: Raw -45414.829467 + Penalty 1989.810163 = -43425.019304
  nChanged 3
		SP:Iteration 6Q (108686.740000 sec): 3 clusters
  Score: Raw -45424.655498 + Penalty 1989.810163 = -43434.845334
  nChanged 3
		SP:Iteration 7Q (108686.890000 sec): 3 clusters
  Score: Raw -45446.564282 + Penalty 1989.810163 = -43456.754119
  nChanged 7
		SP:Iteration 8Q (108687.070000 sec): 3 clusters
  Score: Raw -45472.277990 + Penalty 1989.810163 = -43482.467827
  nChanged 3
		SP:Iteration 9Q (108687.210000 sec): 3 clusters
  Score: Raw -45480.377064 + Penalty 1989.810163 = -43490.566901
  nChanged 3
		SP:Iteration 10Q (108687.410000 sec): 3 clusters
  Score: Raw -45482.917550 + Penalty 1989.810163 = -43493.107387
  nChanged 0
		SP:Iteration 11F (108687.540000 sec): 3 clusters
  Score: Raw -45482.917550 + Penalty 1989.810163 = -43493.107387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 86 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108687.600000 sec): 2 clusters
  Score: Raw -16640.836968 + Penalty 839.277721 = -15801.559247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108687.780000 sec): 3 clusters
  Score: Raw -16870.798961 + Penalty 1678.555442 = -15192.243519
  nChanged 35
		SP:Iteration 1F (108687.940000 sec): 3 clusters
  Score: Raw -17045.102043 + Penalty 1678.555442 = -15366.546601
  nChanged 10
		SP:Iteration 2F (108688.160000 sec): 3 clusters
  Score: Raw -17081.238496 + Penalty 1678.555442 = -15402.683054
  nChanged 3
		SP:Iteration 3Q (108688.260000 sec): 3 clusters
  Score: Raw -17088.873862 + Penalty 1678.555442 = -15410.318421
  nChanged 3
		SP:Iteration 4Q (108688.430000 sec): 3 clusters
  Score: Raw -17100.689467 + Penalty 1678.555442 = -15422.134025
  nChanged 1
		SP:Iteration 5Q (108688.580000 sec): 3 clusters
  Score: Raw -17107.140492 + Penalty 1678.555442 = -15428.585050
  nChanged 2
		SP:Iteration 6Q (108688.780000 sec): 3 clusters
  Score: Raw -17118.090730 + Penalty 1678.555442 = -15439.535288
  nChanged 1
		SP:Iteration 7Q (108688.990000 sec): 3 clusters
  Score: Raw -17122.092367 + Penalty 1678.555442 = -15443.536925
  nChanged 1
		SP:Iteration 8Q (108689.150000 sec): 3 clusters
  Score: Raw -17124.251776 + Penalty 1678.555442 = -15445.696335
  nChanged 0
		SP:Iteration 9F (108689.320000 sec): 3 clusters
  Score: Raw -17124.251776 + Penalty 1678.555442 = -15445.696335
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 87 (1081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108689.440000 sec): 2 clusters
  Score: Raw -124769.494965 + Penalty 1135.166795 = -123634.328169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108689.620000 sec): 3 clusters
  Score: Raw -124412.482229 + Penalty 2270.333591 = -122142.148638
  nChanged 319
		SP:Iteration 1F (108689.790000 sec): 3 clusters
  Score: Raw -124717.437831 + Penalty 2270.333591 = -122447.104240
  nChanged 92
		SP:Iteration 2F (108689.940000 sec): 3 clusters
  Score: Raw -124830.718031 + Penalty 2270.333591 = -122560.384441
  nChanged 66
		SP:Iteration 3F (108690.150000 sec): 3 clusters
  Score: Raw -124934.435219 + Penalty 2270.333591 = -122664.101628
  nChanged 51
		SP:Iteration 4Q (108690.310000 sec): 3 clusters
  Score: Raw -125008.203298 + Penalty 2270.333591 = -122737.869707
  nChanged 36
		SP:Iteration 5Q (108690.470000 sec): 3 clusters
  Score: Raw -125050.145035 + Penalty 2270.333591 = -122779.811444
  nChanged 17
		SP:Iteration 6Q (108690.660000 sec): 3 clusters
  Score: Raw -125066.647362 + Penalty 2270.333591 = -122796.313771
  nChanged 18
		SP:Iteration 7Q (108690.820000 sec): 3 clusters
  Score: Raw -125092.541895 + Penalty 2270.333591 = -122822.208304
  nChanged 14
		SP:Iteration 8Q (108690.990000 sec): 3 clusters
  Score: Raw -125105.625116 + Penalty 2270.333591 = -122835.291525
  nChanged 6
		SP:Iteration 9Q (108691.190000 sec): 3 clusters
  Score: Raw -125111.540046 + Penalty 2270.333591 = -122841.206456
  nChanged 8
		SP:Iteration 10Q (108691.370000 sec): 3 clusters
  Score: Raw -125121.950328 + Penalty 2270.333591 = -122851.616738
  nChanged 8
		SP:Iteration 11Q (108691.550000 sec): 3 clusters
  Score: Raw -125132.478813 + Penalty 2270.333591 = -122862.145223
  nChanged 5
		SP:Iteration 12Q (108691.750000 sec): 3 clusters
  Score: Raw -125136.634270 + Penalty 2270.333591 = -122866.300679
  nChanged 7
		SP:Iteration 13Q (108691.920000 sec): 3 clusters
  Score: Raw -125142.477901 + Penalty 2270.333591 = -122872.144310
  nChanged 4
		SP:Iteration 14Q (108692.120000 sec): 3 clusters
  Score: Raw -125144.664633 + Penalty 2270.333591 = -122874.331042
  nChanged 4
		SP:Iteration 15Q (108692.300000 sec): 3 clusters
  Score: Raw -125148.449867 + Penalty 2270.333591 = -122878.116276
  nChanged 5
		SP:Iteration 16Q (108692.460000 sec): 3 clusters
  Score: Raw -125155.050862 + Penalty 2270.333591 = -122884.717271
  nChanged 8
		SP:Iteration 17Q (108692.670000 sec): 3 clusters
  Score: Raw -125166.056641 + Penalty 2270.333591 = -122895.723050
  nChanged 6
		SP:Iteration 18Q (108692.820000 sec): 3 clusters
  Score: Raw -125173.048255 + Penalty 2270.333591 = -122902.714665
  nChanged 6
		SP:Iteration 19Q (108692.990000 sec): 3 clusters
  Score: Raw -125178.479249 + Penalty 2270.333591 = -122908.145658
  nChanged 4
		SP:Iteration 20F (108693.130000 sec): 3 clusters
  Score: Raw -125181.804778 + Penalty 2270.333591 = -122911.471187
  nChanged 4
		SP:Iteration 21Q (108693.280000 sec): 3 clusters
  Score: Raw -125183.149925 + Penalty 2270.333591 = -122912.816334
  nChanged 2
		SP:Iteration 22Q (108693.470000 sec): 3 clusters
  Score: Raw -125184.126038 + Penalty 2270.333591 = -122913.792447
  nChanged 0
		SP:Iteration 23F (108693.630000 sec): 3 clusters
  Score: Raw -125184.126038 + Penalty 2270.333591 = -122913.792447
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 88 (1369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108693.730000 sec): 2 clusters
  Score: Raw -157956.385401 + Penalty 1173.548322 = -156782.837079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108693.900000 sec): 3 clusters
  Score: Raw -157456.514559 + Penalty 2347.096643 = -155109.417915
  nChanged 453
		SP:Iteration 1F (108694.080000 sec): 3 clusters
  Score: Raw -157809.116563 + Penalty 2347.096643 = -155462.019920
  nChanged 102
		SP:Iteration 2F (108694.280000 sec): 3 clusters
  Score: Raw -157925.122220 + Penalty 2347.096643 = -155578.025577
  nChanged 79
		SP:Iteration 3F (108694.430000 sec): 3 clusters
  Score: Raw -158004.286089 + Penalty 2347.096643 = -155657.189446
  nChanged 61
		SP:Iteration 4Q (108694.630000 sec): 3 clusters
  Score: Raw -158083.839067 + Penalty 2347.096643 = -155736.742424
  nChanged 53
		SP:Iteration 5Q (108694.780000 sec): 3 clusters
  Score: Raw -158157.848201 + Penalty 2347.096643 = -155810.751558
  nChanged 52
		SP:Iteration 6Q (108694.960000 sec): 3 clusters
  Score: Raw -158227.992237 + Penalty 2347.096643 = -155880.895594
  nChanged 54
		SP:Iteration 7Q (108695.140000 sec): 3 clusters
  Score: Raw -158280.348889 + Penalty 2347.096643 = -155933.252246
  nChanged 28
		SP:Iteration 8Q (108695.320000 sec): 3 clusters
  Score: Raw -158304.392894 + Penalty 2347.096643 = -155957.296251
  nChanged 27
		SP:Iteration 9Q (108695.480000 sec): 3 clusters
  Score: Raw -158328.859620 + Penalty 2347.096643 = -155981.762977
  nChanged 18
		SP:Iteration 10Q (108695.650000 sec): 3 clusters
  Score: Raw -158345.660377 + Penalty 2347.096643 = -155998.563734
  nChanged 19
		SP:Iteration 11Q (108695.780000 sec): 3 clusters
  Score: Raw -158363.386492 + Penalty 2347.096643 = -156016.289849
  nChanged 12
		SP:Iteration 12Q (108695.990000 sec): 3 clusters
  Score: Raw -158371.663500 + Penalty 2347.096643 = -156024.566857
  nChanged 5
		SP:Iteration 13Q (108696.160000 sec): 3 clusters
  Score: Raw -158374.362913 + Penalty 2347.096643 = -156027.266270
  nChanged 4
		SP:Iteration 14Q (108696.280000 sec): 3 clusters
  Score: Raw -158377.885359 + Penalty 2347.096643 = -156030.788715
  nChanged 4
		SP:Iteration 15Q (108696.410000 sec): 3 clusters
  Score: Raw -158379.925855 + Penalty 2347.096643 = -156032.829211
  nChanged 5
		SP:Iteration 16Q (108696.600000 sec): 3 clusters
  Score: Raw -158383.443337 + Penalty 2347.096643 = -156036.346694
  nChanged 8
		SP:Iteration 17Q (108696.770000 sec): 3 clusters
  Score: Raw -158389.270295 + Penalty 2347.096643 = -156042.173652
  nChanged 6
		SP:Iteration 18Q (108696.960000 sec): 3 clusters
  Score: Raw -158393.686702 + Penalty 2347.096643 = -156046.590059
  nChanged 7
		SP:Iteration 19Q (108697.120000 sec): 3 clusters
  Score: Raw -158400.676750 + Penalty 2347.096643 = -156053.580106
  nChanged 6
		SP:Iteration 20F (108697.320000 sec): 3 clusters
  Score: Raw -158404.361455 + Penalty 2347.096643 = -156057.264811
  nChanged 6
		SP:Iteration 21Q (108697.480000 sec): 3 clusters
  Score: Raw -158407.667750 + Penalty 2347.096643 = -156060.571107
  nChanged 3
		SP:Iteration 22Q (108697.660000 sec): 3 clusters
  Score: Raw -158409.696391 + Penalty 2347.096643 = -156062.599748
  nChanged 3
		SP:Iteration 23Q (108697.750000 sec): 3 clusters
  Score: Raw -158410.953752 + Penalty 2347.096643 = -156063.857109
  nChanged 2
		SP:Iteration 24Q (108697.930000 sec): 3 clusters
  Score: Raw -158411.960092 + Penalty 2347.096643 = -156064.863449
  nChanged 3
		SP:Iteration 25Q (108698.060000 sec): 3 clusters
  Score: Raw -158413.485235 + Penalty 2347.096643 = -156066.388591
  nChanged 1
		SP:Iteration 26Q (108698.250000 sec): 3 clusters
  Score: Raw -158413.826569 + Penalty 2347.096643 = -156066.729926
  nChanged 0
		SP:Iteration 27F (108698.420000 sec): 3 clusters
  Score: Raw -158413.826569 + Penalty 2347.096643 = -156066.729926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 89 (455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108698.530000 sec): 2 clusters
  Score: Raw -51719.784665 + Penalty 994.548331 = -50725.236334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108698.700000 sec): 3 clusters
  Score: Raw -51661.120350 + Penalty 1989.096661 = -49672.023689
  nChanged 97
		SP:Iteration 1F (108698.870000 sec): 3 clusters
  Score: Raw -51809.763507 + Penalty 1989.096661 = -49820.666846
  nChanged 23
		SP:Iteration 2F (108699.060000 sec): 3 clusters
  Score: Raw -51856.732010 + Penalty 1989.096661 = -49867.635349
  nChanged 17
		SP:Iteration 3Q (108699.250000 sec): 3 clusters
  Score: Raw -51886.064760 + Penalty 1989.096661 = -49896.968099
  nChanged 13
		SP:Iteration 4Q (108699.430000 sec): 3 clusters
  Score: Raw -51914.351911 + Penalty 1989.096661 = -49925.255250
  nChanged 12
		SP:Iteration 5Q (108699.620000 sec): 3 clusters
  Score: Raw -51943.084059 + Penalty 1989.096661 = -49953.987398
  nChanged 10
		SP:Iteration 6Q (108699.780000 sec): 3 clusters
  Score: Raw -51971.142157 + Penalty 1989.096661 = -49982.045496
  nChanged 9
		SP:Iteration 7Q (108699.990000 sec): 3 clusters
  Score: Raw -51986.254622 + Penalty 1989.096661 = -49997.157961
  nChanged 4
		SP:Iteration 8Q (108700.170000 sec): 3 clusters
  Score: Raw -51995.047922 + Penalty 1989.096661 = -50005.951261
  nChanged 3
		SP:Iteration 9Q (108700.320000 sec): 3 clusters
  Score: Raw -52000.080081 + Penalty 1989.096661 = -50010.983420
  nChanged 3
		SP:Iteration 10Q (108700.490000 sec): 3 clusters
  Score: Raw -52002.622917 + Penalty 1989.096661 = -50013.526256
  nChanged 1
		SP:Iteration 11Q (108700.710000 sec): 3 clusters
  Score: Raw -52004.000452 + Penalty 1989.096661 = -50014.903791
  nChanged 0
		SP:Iteration 12F (108700.850000 sec): 3 clusters
  Score: Raw -52004.000452 + Penalty 1989.096661 = -50014.903791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 90 (4410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108700.980000 sec): 2 clusters
  Score: Raw -537036.620670 + Penalty 1363.639870 = -535672.980800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108701.170000 sec): 3 clusters
  Score: Raw -534694.006061 + Penalty 2727.279740 = -531966.726321
  nChanged 1812
		SP:Iteration 1F (108701.370000 sec): 3 clusters
  Score: Raw -535696.188095 + Penalty 2727.279740 = -532968.908355
  nChanged 306
		SP:Iteration 2F (108701.530000 sec): 3 clusters
  Score: Raw -535863.038321 + Penalty 2727.279740 = -533135.758582
  nChanged 244
		SP:Iteration 3F (108701.740000 sec): 3 clusters
  Score: Raw -535975.265216 + Penalty 2727.279740 = -533247.985476
  nChanged 160
		SP:Iteration 4Q (108701.960000 sec): 3 clusters
  Score: Raw -536036.964645 + Penalty 2727.279740 = -533309.684905
  nChanged 118
		SP:Iteration 5Q (108702.110000 sec): 3 clusters
  Score: Raw -536081.844849 + Penalty 2727.279740 = -533354.565110
  nChanged 95
		SP:Iteration 6Q (108702.330000 sec): 3 clusters
  Score: Raw -536118.500877 + Penalty 2727.279740 = -533391.221137
  nChanged 92
		SP:Iteration 7Q (108702.520000 sec): 3 clusters
  Score: Raw -536148.318221 + Penalty 2727.279740 = -533421.038481
  nChanged 74
		SP:Iteration 8Q (108702.700000 sec): 3 clusters
  Score: Raw -536173.473395 + Penalty 2727.279740 = -533446.193655
  nChanged 57
		SP:Iteration 9Q (108702.900000 sec): 3 clusters
  Score: Raw -536191.845198 + Penalty 2727.279740 = -533464.565458
  nChanged 57
		SP:Iteration 10Q (108703.100000 sec): 3 clusters
  Score: Raw -536209.280451 + Penalty 2727.279740 = -533482.000711
  nChanged 42
		SP:Iteration 11Q (108703.310000 sec): 3 clusters
  Score: Raw -536223.364159 + Penalty 2727.279740 = -533496.084419
  nChanged 65
		SP:Iteration 12Q (108703.500000 sec): 3 clusters
  Score: Raw -536247.275216 + Penalty 2727.279740 = -533519.995476
  nChanged 64
		SP:Iteration 13Q (108703.670000 sec): 3 clusters
  Score: Raw -536268.782154 + Penalty 2727.279740 = -533541.502414
  nChanged 67
		SP:Iteration 14Q (108703.880000 sec): 3 clusters
  Score: Raw -536293.210383 + Penalty 2727.279740 = -533565.930643
  nChanged 65
		SP:Iteration 15Q (108704.070000 sec): 3 clusters
  Score: Raw -536319.842175 + Penalty 2727.279740 = -533592.562436
  nChanged 87
		SP:Iteration 16Q (108704.280000 sec): 3 clusters
  Score: Raw -536365.538514 + Penalty 2727.279740 = -533638.258775
  nChanged 111
		SP:Iteration 17Q (108704.490000 sec): 3 clusters
  Score: Raw -536420.347125 + Penalty 2727.279740 = -533693.067385
  nChanged 112
		SP:Iteration 18Q (108704.700000 sec): 3 clusters
  Score: Raw -536474.309213 + Penalty 2727.279740 = -533747.029473
  nChanged 116
		SP:Iteration 19Q (108704.880000 sec): 3 clusters
  Score: Raw -536537.874502 + Penalty 2727.279740 = -533810.594763
  nChanged 121
		SP:Iteration 20F (108705.080000 sec): 3 clusters
  Score: Raw -536615.071373 + Penalty 2727.279740 = -533887.791633
  nChanged 126
		SP:Iteration 21Q (108705.290000 sec): 3 clusters
  Score: Raw -536702.832995 + Penalty 2727.279740 = -533975.553255
  nChanged 106
		SP:Iteration 22Q (108705.460000 sec): 3 clusters
  Score: Raw -536769.772046 + Penalty 2727.279740 = -534042.492306
  nChanged 109
		SP:Iteration 23Q (108705.620000 sec): 3 clusters
  Score: Raw -536838.097652 + Penalty 2727.279740 = -534110.817912
  nChanged 97
		SP:Iteration 24Q (108705.860000 sec): 3 clusters
  Score: Raw -536906.901930 + Penalty 2727.279740 = -534179.622190
  nChanged 79
		SP:Iteration 25Q (108706.010000 sec): 3 clusters
  Score: Raw -536962.769929 + Penalty 2727.279740 = -534235.490189
  nChanged 55
		SP:Iteration 26Q (108706.220000 sec): 3 clusters
  Score: Raw -537003.578802 + Penalty 2727.279740 = -534276.299062
  nChanged 51
		SP:Iteration 27Q (108706.380000 sec): 3 clusters
  Score: Raw -537043.488168 + Penalty 2727.279740 = -534316.208428
  nChanged 43
		SP:Iteration 28Q (108706.630000 sec): 3 clusters
  Score: Raw -537073.120226 + Penalty 2727.279740 = -534345.840486
  nChanged 34
		SP:Iteration 29Q (108706.820000 sec): 3 clusters
  Score: Raw -537094.777344 + Penalty 2727.279740 = -534367.497605
  nChanged 27
		SP:Iteration 30Q (108707.010000 sec): 3 clusters
  Score: Raw -537118.090009 + Penalty 2727.279740 = -534390.810269
  nChanged 26
		SP:Iteration 31Q (108707.190000 sec): 3 clusters
  Score: Raw -537142.227557 + Penalty 2727.279740 = -534414.947817
  nChanged 16
		SP:Iteration 32Q (108707.410000 sec): 3 clusters
  Score: Raw -537153.395213 + Penalty 2727.279740 = -534426.115474
  nChanged 10
		SP:Iteration 33Q (108707.580000 sec): 3 clusters
  Score: Raw -537158.656324 + Penalty 2727.279740 = -534431.376584
  nChanged 1
		SP:Iteration 34Q (108707.810000 sec): 3 clusters
  Score: Raw -537160.304387 + Penalty 2727.279740 = -534433.024647
  nChanged 3
		SP:Iteration 35Q (108707.970000 sec): 3 clusters
  Score: Raw -537162.325755 + Penalty 2727.279740 = -534435.046015
  nChanged 3
		SP:Iteration 36Q (108708.150000 sec): 3 clusters
  Score: Raw -537165.226453 + Penalty 2727.279740 = -534437.946714
  nChanged 5
		SP:Iteration 37Q (108708.370000 sec): 3 clusters
  Score: Raw -537168.604349 + Penalty 2727.279740 = -534441.324609
  nChanged 3
		SP:Iteration 38Q (108708.530000 sec): 3 clusters
  Score: Raw -537170.554664 + Penalty 2727.279740 = -534443.274924
  nChanged 2
		SP:Iteration 39Q (108708.710000 sec): 3 clusters
  Score: Raw -537173.346607 + Penalty 2727.279740 = -534446.066868
  nChanged 2
		SP:Iteration 40F (108708.900000 sec): 3 clusters
  Score: Raw -537174.762112 + Penalty 2727.279740 = -534447.482372
  nChanged 1
		SP:Iteration 41Q (108709.100000 sec): 3 clusters
  Score: Raw -537175.437718 + Penalty 2727.279740 = -534448.157978
  nChanged 3
		SP:Iteration 42Q (108709.330000 sec): 3 clusters
  Score: Raw -537177.343097 + Penalty 2727.279740 = -534450.063358
  nChanged 0
		SP:Iteration 43F (108709.490000 sec): 3 clusters
  Score: Raw -537177.343097 + Penalty 2727.279740 = -534450.063358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 91 (1615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108709.580000 sec): 2 clusters
  Score: Raw -182932.425614 + Penalty 1200.402163 = -181732.023451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108709.740000 sec): 3 clusters
  Score: Raw -182310.344486 + Penalty 2400.804327 = -179909.540159
  nChanged 568
		SP:Iteration 1F (108709.890000 sec): 3 clusters
  Score: Raw -182774.844577 + Penalty 2400.804327 = -180374.040251
  nChanged 161
		SP:Iteration 2F (108710.080000 sec): 3 clusters
  Score: Raw -182933.639075 + Penalty 2400.804327 = -180532.834749
  nChanged 91
		SP:Iteration 3F (108710.270000 sec): 3 clusters
  Score: Raw -183031.357936 + Penalty 2400.804327 = -180630.553609
  nChanged 79
		SP:Iteration 4Q (108710.430000 sec): 3 clusters
  Score: Raw -183098.024628 + Penalty 2400.804327 = -180697.220302
  nChanged 43
		SP:Iteration 5Q (108710.610000 sec): 3 clusters
  Score: Raw -183138.197096 + Penalty 2400.804327 = -180737.392769
  nChanged 34
		SP:Iteration 6Q (108710.810000 sec): 3 clusters
  Score: Raw -183164.708934 + Penalty 2400.804327 = -180763.904607
  nChanged 20
		SP:Iteration 7Q (108710.960000 sec): 3 clusters
  Score: Raw -183188.158521 + Penalty 2400.804327 = -180787.354195
  nChanged 25
		SP:Iteration 8Q (108711.120000 sec): 3 clusters
  Score: Raw -183238.550024 + Penalty 2400.804327 = -180837.745698
  nChanged 35
		SP:Iteration 9Q (108711.310000 sec): 3 clusters
  Score: Raw -183301.281264 + Penalty 2400.804327 = -180900.476937
  nChanged 36
		SP:Iteration 10Q (108711.530000 sec): 3 clusters
  Score: Raw -183340.509364 + Penalty 2400.804327 = -180939.705038
  nChanged 40
		SP:Iteration 11Q (108711.700000 sec): 3 clusters
  Score: Raw -183383.856971 + Penalty 2400.804327 = -180983.052645
  nChanged 32
		SP:Iteration 12Q (108711.880000 sec): 3 clusters
  Score: Raw -183411.612955 + Penalty 2400.804327 = -181010.808629
  nChanged 21
		SP:Iteration 13Q (108712.070000 sec): 3 clusters
  Score: Raw -183432.482987 + Penalty 2400.804327 = -181031.678661
  nChanged 17
		SP:Iteration 14Q (108712.260000 sec): 3 clusters
  Score: Raw -183445.067210 + Penalty 2400.804327 = -181044.262884
  nChanged 17
		SP:Iteration 15Q (108712.410000 sec): 3 clusters
  Score: Raw -183457.708159 + Penalty 2400.804327 = -181056.903833
  nChanged 21
		SP:Iteration 16Q (108712.590000 sec): 3 clusters
  Score: Raw -183479.178461 + Penalty 2400.804327 = -181078.374134
  nChanged 16
		SP:Iteration 17Q (108712.790000 sec): 3 clusters
  Score: Raw -183496.124766 + Penalty 2400.804327 = -181095.320439
  nChanged 17
		SP:Iteration 18Q (108713.020000 sec): 3 clusters
  Score: Raw -183506.088647 + Penalty 2400.804327 = -181105.284321
  nChanged 11
		SP:Iteration 19Q (108713.180000 sec): 3 clusters
  Score: Raw -183513.858023 + Penalty 2400.804327 = -181113.053697
  nChanged 12
		SP:Iteration 20F (108713.340000 sec): 3 clusters
  Score: Raw -183529.057560 + Penalty 2400.804327 = -181128.253233
  nChanged 15
		SP:Iteration 21Q (108713.510000 sec): 3 clusters
  Score: Raw -183542.954261 + Penalty 2400.804327 = -181142.149935
  nChanged 14
		SP:Iteration 22Q (108713.690000 sec): 3 clusters
  Score: Raw -183557.520424 + Penalty 2400.804327 = -181156.716098
  nChanged 17
		SP:Iteration 23Q (108713.840000 sec): 3 clusters
  Score: Raw -183572.500486 + Penalty 2400.804327 = -181171.696159
  nChanged 11
		SP:Iteration 24Q (108714.010000 sec): 3 clusters
  Score: Raw -183581.824061 + Penalty 2400.804327 = -181181.019734
  nChanged 14
		SP:Iteration 25Q (108714.200000 sec): 3 clusters
  Score: Raw -183594.273975 + Penalty 2400.804327 = -181193.469648
  nChanged 10
		SP:Iteration 26Q (108714.380000 sec): 3 clusters
  Score: Raw -183600.580312 + Penalty 2400.804327 = -181199.775985
  nChanged 9
		SP:Iteration 27Q (108714.570000 sec): 3 clusters
  Score: Raw -183606.474924 + Penalty 2400.804327 = -181205.670597
  nChanged 9
		SP:Iteration 28Q (108714.740000 sec): 3 clusters
  Score: Raw -183612.853360 + Penalty 2400.804327 = -181212.049033
  nChanged 6
		SP:Iteration 29Q (108714.930000 sec): 3 clusters
  Score: Raw -183616.515922 + Penalty 2400.804327 = -181215.711596
  nChanged 7
		SP:Iteration 30Q (108715.120000 sec): 3 clusters
  Score: Raw -183619.616255 + Penalty 2400.804327 = -181218.811928
  nChanged 2
		SP:Iteration 31Q (108715.280000 sec): 3 clusters
  Score: Raw -183620.387752 + Penalty 2400.804327 = -181219.583425
  nChanged 1
		SP:Iteration 32Q (108715.470000 sec): 3 clusters
  Score: Raw -183620.680055 + Penalty 2400.804327 = -181219.875728
  nChanged 0
		SP:Iteration 33F (108715.640000 sec): 3 clusters
  Score: Raw -183620.680055 + Penalty 2400.804327 = -181219.875728
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 92 (1957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108715.750000 sec): 2 clusters
  Score: Raw -218263.522784 + Penalty 1231.614795 = -217031.907989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108715.940000 sec): 3 clusters
  Score: Raw -217506.063354 + Penalty 2463.229589 = -215042.833764
  nChanged 655
		SP:Iteration 1F (108716.140000 sec): 3 clusters
  Score: Raw -218031.172961 + Penalty 2463.229589 = -215567.943372
  nChanged 205
		SP:Iteration 2F (108716.320000 sec): 3 clusters
  Score: Raw -218264.950939 + Penalty 2463.229589 = -215801.721350
  nChanged 118
		SP:Iteration 3F (108716.480000 sec): 3 clusters
  Score: Raw -218407.042711 + Penalty 2463.229589 = -215943.813121
  nChanged 102
		SP:Iteration 4F (108716.630000 sec): 3 clusters
  Score: Raw -218503.509493 + Penalty 2463.229589 = -216040.279904
  nChanged 70
		SP:Iteration 5Q (108716.850000 sec): 3 clusters
  Score: Raw -218552.924553 + Penalty 2463.229589 = -216089.694964
  nChanged 45
		SP:Iteration 6Q (108716.980000 sec): 3 clusters
  Score: Raw -218583.709172 + Penalty 2463.229589 = -216120.479582
  nChanged 38
		SP:Iteration 7Q (108717.150000 sec): 3 clusters
  Score: Raw -218608.030738 + Penalty 2463.229589 = -216144.801149
  nChanged 25
		SP:Iteration 8Q (108717.340000 sec): 3 clusters
  Score: Raw -218624.030191 + Penalty 2463.229589 = -216160.800601
  nChanged 24
		SP:Iteration 9Q (108717.510000 sec): 3 clusters
  Score: Raw -218643.672329 + Penalty 2463.229589 = -216180.442739
  nChanged 31
		SP:Iteration 10Q (108717.720000 sec): 3 clusters
  Score: Raw -218668.360573 + Penalty 2463.229589 = -216205.130983
  nChanged 30
		SP:Iteration 11Q (108717.830000 sec): 3 clusters
  Score: Raw -218684.078035 + Penalty 2463.229589 = -216220.848445
  nChanged 16
		SP:Iteration 12Q (108718.020000 sec): 3 clusters
  Score: Raw -218691.943065 + Penalty 2463.229589 = -216228.713476
  nChanged 9
		SP:Iteration 13Q (108718.200000 sec): 3 clusters
  Score: Raw -218696.004108 + Penalty 2463.229589 = -216232.774519
  nChanged 9
		SP:Iteration 14Q (108718.380000 sec): 3 clusters
  Score: Raw -218700.824713 + Penalty 2463.229589 = -216237.595124
  nChanged 10
		SP:Iteration 15Q (108718.550000 sec): 3 clusters
  Score: Raw -218704.593407 + Penalty 2463.229589 = -216241.363818
  nChanged 10
		SP:Iteration 16Q (108718.710000 sec): 3 clusters
  Score: Raw -218709.432620 + Penalty 2463.229589 = -216246.203031
  nChanged 12
		SP:Iteration 17Q (108718.920000 sec): 3 clusters
  Score: Raw -218719.048318 + Penalty 2463.229589 = -216255.818728
  nChanged 8
		SP:Iteration 18Q (108719.060000 sec): 3 clusters
  Score: Raw -218723.515297 + Penalty 2463.229589 = -216260.285707
  nChanged 9
		SP:Iteration 19Q (108719.220000 sec): 3 clusters
  Score: Raw -218729.413553 + Penalty 2463.229589 = -216266.183964
  nChanged 11
		SP:Iteration 20F (108719.400000 sec): 3 clusters
  Score: Raw -218737.775209 + Penalty 2463.229589 = -216274.545619
  nChanged 12
		SP:Iteration 21Q (108719.570000 sec): 3 clusters
  Score: Raw -218743.420217 + Penalty 2463.229589 = -216280.190628
  nChanged 5
		SP:Iteration 22Q (108719.760000 sec): 3 clusters
  Score: Raw -218746.649381 + Penalty 2463.229589 = -216283.419792
  nChanged 8
		SP:Iteration 23Q (108719.920000 sec): 3 clusters
  Score: Raw -218749.653635 + Penalty 2463.229589 = -216286.424046
  nChanged 3
		SP:Iteration 24Q (108720.120000 sec): 3 clusters
  Score: Raw -218750.850829 + Penalty 2463.229589 = -216287.621240
  nChanged 3
		SP:Iteration 25Q (108720.300000 sec): 3 clusters
  Score: Raw -218751.642603 + Penalty 2463.229589 = -216288.413014
  nChanged 2
		SP:Iteration 26Q (108720.510000 sec): 3 clusters
  Score: Raw -218751.829454 + Penalty 2463.229589 = -216288.599865
  nChanged 0
		SP:Iteration 27F (108720.680000 sec): 3 clusters
  Score: Raw -218751.829454 + Penalty 2463.229589 = -216288.599865
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 93 (2427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108720.770000 sec): 2 clusters
  Score: Raw -279975.484036 + Penalty 1266.591821 = -278708.892215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108720.960000 sec): 3 clusters
  Score: Raw -278918.062828 + Penalty 2533.183642 = -276384.879186
  nChanged 884
		SP:Iteration 1F (108721.140000 sec): 3 clusters
  Score: Raw -279597.191857 + Penalty 2533.183642 = -277064.008215
  nChanged 230
		SP:Iteration 2F (108721.310000 sec): 3 clusters
  Score: Raw -279858.393233 + Penalty 2533.183642 = -277325.209591
  nChanged 170
		SP:Iteration 3F (108721.490000 sec): 3 clusters
  Score: Raw -280055.158071 + Penalty 2533.183642 = -277521.974430
  nChanged 156
		SP:Iteration 4F (108721.620000 sec): 3 clusters
  Score: Raw -280232.691226 + Penalty 2533.183642 = -277699.507584
  nChanged 143
		SP:Iteration 5F (108721.790000 sec): 3 clusters
  Score: Raw -280396.099916 + Penalty 2533.183642 = -277862.916275
  nChanged 116
		SP:Iteration 6Q (108721.990000 sec): 3 clusters
  Score: Raw -280509.578000 + Penalty 2533.183642 = -277976.394358
  nChanged 104
		SP:Iteration 7Q (108722.130000 sec): 3 clusters
  Score: Raw -280620.679757 + Penalty 2533.183642 = -278087.496115
  nChanged 100
		SP:Iteration 8Q (108722.290000 sec): 3 clusters
  Score: Raw -280722.031113 + Penalty 2533.183642 = -278188.847471
  nChanged 71
		SP:Iteration 9Q (108722.450000 sec): 3 clusters
  Score: Raw -280779.012028 + Penalty 2533.183642 = -278245.828386
  nChanged 46
		SP:Iteration 10Q (108722.630000 sec): 3 clusters
  Score: Raw -280815.864559 + Penalty 2533.183642 = -278282.680917
  nChanged 31
		SP:Iteration 11Q (108722.830000 sec): 3 clusters
  Score: Raw -280843.617791 + Penalty 2533.183642 = -278310.434149
  nChanged 24
		SP:Iteration 12Q (108723.010000 sec): 3 clusters
  Score: Raw -280860.784118 + Penalty 2533.183642 = -278327.600476
  nChanged 29
		SP:Iteration 13Q (108723.190000 sec): 3 clusters
  Score: Raw -280881.834973 + Penalty 2533.183642 = -278348.651331
  nChanged 26
		SP:Iteration 14Q (108723.380000 sec): 3 clusters
  Score: Raw -280899.069398 + Penalty 2533.183642 = -278365.885756
  nChanged 18
		SP:Iteration 15Q (108723.560000 sec): 3 clusters
  Score: Raw -280913.011879 + Penalty 2533.183642 = -278379.828237
  nChanged 9
		SP:Iteration 16Q (108723.740000 sec): 3 clusters
  Score: Raw -280921.680979 + Penalty 2533.183642 = -278388.497337
  nChanged 11
		SP:Iteration 17Q (108723.930000 sec): 3 clusters
  Score: Raw -280934.967703 + Penalty 2533.183642 = -278401.784062
  nChanged 12
		SP:Iteration 18Q (108724.140000 sec): 3 clusters
  Score: Raw -280951.726430 + Penalty 2533.183642 = -278418.542788
  nChanged 15
		SP:Iteration 19Q (108724.310000 sec): 3 clusters
  Score: Raw -280969.549411 + Penalty 2533.183642 = -278436.365770
  nChanged 13
		SP:Iteration 20F (108724.480000 sec): 3 clusters
  Score: Raw -280981.599345 + Penalty 2533.183642 = -278448.415703
  nChanged 4
		SP:Iteration 21Q (108724.690000 sec): 3 clusters
  Score: Raw -280983.446253 + Penalty 2533.183642 = -278450.262611
  nChanged 2
		SP:Iteration 22Q (108724.850000 sec): 3 clusters
  Score: Raw -280984.307768 + Penalty 2533.183642 = -278451.124126
  nChanged 1
		SP:Iteration 23Q (108725.050000 sec): 3 clusters
  Score: Raw -280985.406988 + Penalty 2533.183642 = -278452.223346
  nChanged 0
		SP:Iteration 24F (108725.240000 sec): 3 clusters
  Score: Raw -280985.406988 + Penalty 2533.183642 = -278452.223346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 94 (7952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108725.400000 sec): 2 clusters
  Score: Raw -939061.878087 + Penalty 1459.441547 = -937602.436540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108725.620000 sec): 3 clusters
  Score: Raw -934643.801790 + Penalty 2918.883093 = -931724.918697
  nChanged 3447
		SP:Iteration 1F (108725.780000 sec): 3 clusters
  Score: Raw -936548.609818 + Penalty 2918.883093 = -933629.726725
  nChanged 563
		SP:Iteration 2F (108726.000000 sec): 3 clusters
  Score: Raw -936861.631246 + Penalty 2918.883093 = -933942.748153
  nChanged 468
		SP:Iteration 3F (108726.220000 sec): 3 clusters
  Score: Raw -937121.177948 + Penalty 2918.883093 = -934202.294855
  nChanged 415
		SP:Iteration 4F (108726.390000 sec): 3 clusters
  Score: Raw -937356.347993 + Penalty 2918.883093 = -934437.464900
  nChanged 409
		SP:Iteration 5F (108726.600000 sec): 3 clusters
  Score: Raw -937606.290018 + Penalty 2918.883093 = -934687.406925
  nChanged 377
		SP:Iteration 6Q (108726.810000 sec): 3 clusters
  Score: Raw -937818.023020 + Penalty 2918.883093 = -934899.139927
  nChanged 360
		SP:Iteration 7Q (108727.000000 sec): 3 clusters
  Score: Raw -938019.183652 + Penalty 2918.883093 = -935100.300559
  nChanged 318
		SP:Iteration 8Q (108727.230000 sec): 3 clusters
  Score: Raw -938203.156858 + Penalty 2918.883093 = -935284.273765
  nChanged 310
		SP:Iteration 9Q (108727.430000 sec): 3 clusters
  Score: Raw -938385.829606 + Penalty 2918.883093 = -935466.946512
  nChanged 297
		SP:Iteration 10Q (108727.640000 sec): 3 clusters
  Score: Raw -938538.186691 + Penalty 2918.883093 = -935619.303598
  nChanged 238
		SP:Iteration 11Q (108727.860000 sec): 3 clusters
  Score: Raw -938639.130896 + Penalty 2918.883093 = -935720.247802
  nChanged 197
		SP:Iteration 12Q (108728.090000 sec): 3 clusters
  Score: Raw -938711.209690 + Penalty 2918.883093 = -935792.326596
  nChanged 154
		SP:Iteration 13Q (108728.290000 sec): 3 clusters
  Score: Raw -938773.530095 + Penalty 2918.883093 = -935854.647002
  nChanged 145
		SP:Iteration 14Q (108728.490000 sec): 3 clusters
  Score: Raw -938824.878513 + Penalty 2918.883093 = -935905.995420
  nChanged 102
		SP:Iteration 15Q (108728.700000 sec): 3 clusters
  Score: Raw -938858.579672 + Penalty 2918.883093 = -935939.696579
  nChanged 93
		SP:Iteration 16Q (108728.920000 sec): 3 clusters
  Score: Raw -938894.251702 + Penalty 2918.883093 = -935975.368609
  nChanged 99
		SP:Iteration 17Q (108729.100000 sec): 3 clusters
  Score: Raw -938930.163431 + Penalty 2918.883093 = -936011.280338
  nChanged 82
		SP:Iteration 18Q (108729.320000 sec): 3 clusters
  Score: Raw -938955.818914 + Penalty 2918.883093 = -936036.935820
  nChanged 52
		SP:Iteration 19Q (108729.500000 sec): 3 clusters
  Score: Raw -938970.777934 + Penalty 2918.883093 = -936051.894841
  nChanged 50
		SP:Iteration 20F (108729.730000 sec): 3 clusters
  Score: Raw -938983.695252 + Penalty 2918.883093 = -936064.812159
  nChanged 48
		SP:Iteration 21Q (108729.920000 sec): 3 clusters
  Score: Raw -938997.342999 + Penalty 2918.883093 = -936078.459906
  nChanged 46
		SP:Iteration 22Q (108730.160000 sec): 3 clusters
  Score: Raw -939008.637336 + Penalty 2918.883093 = -936089.754243
  nChanged 40
		SP:Iteration 23Q (108730.330000 sec): 3 clusters
  Score: Raw -939020.894242 + Penalty 2918.883093 = -936102.011149
  nChanged 44
		SP:Iteration 24Q (108730.520000 sec): 3 clusters
  Score: Raw -939033.325519 + Penalty 2918.883093 = -936114.442425
  nChanged 43
		SP:Iteration 25Q (108730.800000 sec): 3 clusters
  Score: Raw -939042.321305 + Penalty 2918.883093 = -936123.438212
  nChanged 31
		SP:Iteration 26Q (108731.000000 sec): 3 clusters
  Score: Raw -939049.462902 + Penalty 2918.883093 = -936130.579809
  nChanged 35
		SP:Iteration 27Q (108731.180000 sec): 3 clusters
  Score: Raw -939059.562428 + Penalty 2918.883093 = -936140.679335
  nChanged 39
		SP:Iteration 28Q (108731.420000 sec): 3 clusters
  Score: Raw -939069.377587 + Penalty 2918.883093 = -936150.494494
  nChanged 35
		SP:Iteration 29Q (108731.630000 sec): 3 clusters
  Score: Raw -939077.085575 + Penalty 2918.883093 = -936158.202482
  nChanged 37
		SP:Iteration 30Q (108731.860000 sec): 3 clusters
  Score: Raw -939086.254962 + Penalty 2918.883093 = -936167.371869
  nChanged 35
		SP:Iteration 31Q (108732.030000 sec): 3 clusters
  Score: Raw -939094.764812 + Penalty 2918.883093 = -936175.881719
  nChanged 42
		SP:Iteration 32Q (108732.280000 sec): 3 clusters
  Score: Raw -939105.469038 + Penalty 2918.883093 = -936186.585945
  nChanged 36
		SP:Iteration 33Q (108732.490000 sec): 3 clusters
  Score: Raw -939113.088034 + Penalty 2918.883093 = -936194.204941
  nChanged 26
		SP:Iteration 34Q (108732.700000 sec): 3 clusters
  Score: Raw -939120.603601 + Penalty 2918.883093 = -936201.720508
  nChanged 30
		SP:Iteration 35Q (108732.930000 sec): 3 clusters
  Score: Raw -939130.954353 + Penalty 2918.883093 = -936212.071260
  nChanged 37
		SP:Iteration 36Q (108733.150000 sec): 3 clusters
  Score: Raw -939140.720572 + Penalty 2918.883093 = -936221.837479
  nChanged 24
		SP:Iteration 37Q (108733.330000 sec): 3 clusters
  Score: Raw -939147.351445 + Penalty 2918.883093 = -936228.468352
  nChanged 20
		SP:Iteration 38Q (108733.550000 sec): 3 clusters
  Score: Raw -939151.029032 + Penalty 2918.883093 = -936232.145939
  nChanged 19
		SP:Iteration 39Q (108733.770000 sec): 3 clusters
  Score: Raw -939154.106098 + Penalty 2918.883093 = -936235.223005
  nChanged 24
		SP:Iteration 40F (108733.980000 sec): 3 clusters
  Score: Raw -939159.164493 + Penalty 2918.883093 = -936240.281399
  nChanged 23
		SP:Iteration 41Q (108734.180000 sec): 3 clusters
  Score: Raw -939163.820429 + Penalty 2918.883093 = -936244.937336
  nChanged 26
		SP:Iteration 42Q (108734.390000 sec): 3 clusters
  Score: Raw -939170.342505 + Penalty 2918.883093 = -936251.459412
  nChanged 31
		SP:Iteration 43Q (108734.610000 sec): 3 clusters
  Score: Raw -939179.938291 + Penalty 2918.883093 = -936261.055198
  nChanged 26
		SP:Iteration 44Q (108734.780000 sec): 3 clusters
  Score: Raw -939186.860335 + Penalty 2918.883093 = -936267.977242
  nChanged 21
		SP:Iteration 45Q (108734.990000 sec): 3 clusters
  Score: Raw -939191.661798 + Penalty 2918.883093 = -936272.778705
  nChanged 14
		SP:Iteration 46Q (108735.190000 sec): 3 clusters
  Score: Raw -939194.207684 + Penalty 2918.883093 = -936275.324591
  nChanged 10
		SP:Iteration 47Q (108735.370000 sec): 3 clusters
  Score: Raw -939196.455621 + Penalty 2918.883093 = -936277.572528
  nChanged 7
		SP:Iteration 48Q (108735.590000 sec): 3 clusters
  Score: Raw -939197.966518 + Penalty 2918.883093 = -936279.083424
  nChanged 8
		SP:Iteration 49Q (108735.790000 sec): 3 clusters
  Score: Raw -939199.778192 + Penalty 2918.883093 = -936280.895099
  nChanged 11
		SP:Iteration 50Q (108735.990000 sec): 3 clusters
  Score: Raw -939202.394526 + Penalty 2918.883093 = -936283.511432
  nChanged 13
		SP:Iteration 51Q (108736.200000 sec): 3 clusters
  Score: Raw -939206.712867 + Penalty 2918.883093 = -936287.829773
  nChanged 14
		SP:Iteration 52Q (108736.380000 sec): 3 clusters
  Score: Raw -939210.922054 + Penalty 2918.883093 = -936292.038961
  nChanged 10
		SP:Iteration 53Q (108736.620000 sec): 3 clusters
  Score: Raw -939212.904684 + Penalty 2918.883093 = -936294.021591
  nChanged 9
		SP:Iteration 54Q (108736.790000 sec): 3 clusters
  Score: Raw -939214.414257 + Penalty 2918.883093 = -936295.531163
  nChanged 5
		SP:Iteration 55Q (108737.000000 sec): 3 clusters
  Score: Raw -939215.348069 + Penalty 2918.883093 = -936296.464976
  nChanged 2
		SP:Iteration 56Q (108737.210000 sec): 3 clusters
  Score: Raw -939215.639053 + Penalty 2918.883093 = -936296.755960
  nChanged 2
		SP:Iteration 57Q (108737.440000 sec): 3 clusters
  Score: Raw -939215.890348 + Penalty 2918.883093 = -936297.007255
  nChanged 1
		SP:Iteration 58Q (108737.610000 sec): 3 clusters
  Score: Raw -939215.930660 + Penalty 2918.883093 = -936297.047567
  nChanged 0
		SP:Iteration 59F (108737.810000 sec): 3 clusters
  Score: Raw -939215.930660 + Penalty 2918.883093 = -936297.047567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 95 (6461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108737.940000 sec): 2 clusters
  Score: Raw -763085.032669 + Penalty 1425.700150 = -761659.332519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108738.170000 sec): 3 clusters
  Score: Raw -759614.086783 + Penalty 2851.400300 = -756762.686483
  nChanged 2645
		SP:Iteration 1F (108738.340000 sec): 3 clusters
  Score: Raw -761146.559406 + Penalty 2851.400300 = -758295.159106
  nChanged 488
		SP:Iteration 2F (108738.560000 sec): 3 clusters
  Score: Raw -761446.242007 + Penalty 2851.400300 = -758594.841708
  nChanged 394
		SP:Iteration 3F (108738.740000 sec): 3 clusters
  Score: Raw -761661.378499 + Penalty 2851.400300 = -758809.978200
  nChanged 345
		SP:Iteration 4F (108738.940000 sec): 3 clusters
  Score: Raw -761848.892163 + Penalty 2851.400300 = -758997.491863
  nChanged 307
		SP:Iteration 5Q (108739.140000 sec): 3 clusters
  Score: Raw -762011.964069 + Penalty 2851.400300 = -759160.563770
  nChanged 261
		SP:Iteration 6Q (108739.330000 sec): 3 clusters
  Score: Raw -762154.374169 + Penalty 2851.400300 = -759302.973870
  nChanged 297
		SP:Iteration 7Q (108739.500000 sec): 3 clusters
  Score: Raw -762330.866156 + Penalty 2851.400300 = -759479.465857
  nChanged 298
		SP:Iteration 8Q (108739.720000 sec): 3 clusters
  Score: Raw -762507.616381 + Penalty 2851.400300 = -759656.216081
  nChanged 278
		SP:Iteration 9Q (108739.890000 sec): 3 clusters
  Score: Raw -762679.171460 + Penalty 2851.400300 = -759827.771160
  nChanged 237
		SP:Iteration 10Q (108740.110000 sec): 3 clusters
  Score: Raw -762827.919427 + Penalty 2851.400300 = -759976.519127
  nChanged 234
		SP:Iteration 11Q (108740.320000 sec): 3 clusters
  Score: Raw -762994.795708 + Penalty 2851.400300 = -760143.395408
  nChanged 217
		SP:Iteration 12Q (108740.540000 sec): 3 clusters
  Score: Raw -763174.225832 + Penalty 2851.400300 = -760322.825532
  nChanged 197
		SP:Iteration 13Q (108740.750000 sec): 3 clusters
  Score: Raw -763353.796207 + Penalty 2851.400300 = -760502.395907
  nChanged 162
		SP:Iteration 14Q (108740.930000 sec): 3 clusters
  Score: Raw -763506.224765 + Penalty 2851.400300 = -760654.824465
  nChanged 137
		SP:Iteration 15Q (108741.190000 sec): 3 clusters
  Score: Raw -763639.131753 + Penalty 2851.400300 = -760787.731454
  nChanged 115
		SP:Iteration 16Q (108741.400000 sec): 3 clusters
  Score: Raw -763764.069292 + Penalty 2851.400300 = -760912.668993
  nChanged 100
		SP:Iteration 17Q (108741.590000 sec): 3 clusters
  Score: Raw -763882.345656 + Penalty 2851.400300 = -761030.945356
  nChanged 84
		SP:Iteration 18Q (108741.780000 sec): 3 clusters
  Score: Raw -763961.283057 + Penalty 2851.400300 = -761109.882757
  nChanged 63
		SP:Iteration 19Q (108741.980000 sec): 3 clusters
  Score: Raw -764002.745388 + Penalty 2851.400300 = -761151.345088
  nChanged 47
		SP:Iteration 20F (108742.170000 sec): 3 clusters
  Score: Raw -764029.595156 + Penalty 2851.400300 = -761178.194856
  nChanged 44
		SP:Iteration 21Q (108742.360000 sec): 3 clusters
  Score: Raw -764060.709366 + Penalty 2851.400300 = -761209.309066
  nChanged 39
		SP:Iteration 22Q (108742.580000 sec): 3 clusters
  Score: Raw -764082.986740 + Penalty 2851.400300 = -761231.586441
  nChanged 36
		SP:Iteration 23Q (108742.750000 sec): 3 clusters
  Score: Raw -764100.677621 + Penalty 2851.400300 = -761249.277321
  nChanged 26
		SP:Iteration 24Q (108742.960000 sec): 3 clusters
  Score: Raw -764114.181800 + Penalty 2851.400300 = -761262.781500
  nChanged 27
		SP:Iteration 25Q (108743.150000 sec): 3 clusters
  Score: Raw -764126.486510 + Penalty 2851.400300 = -761275.086210
  nChanged 26
		SP:Iteration 26Q (108743.330000 sec): 3 clusters
  Score: Raw -764137.429009 + Penalty 2851.400300 = -761286.028709
  nChanged 21
		SP:Iteration 27Q (108743.550000 sec): 3 clusters
  Score: Raw -764145.793713 + Penalty 2851.400300 = -761294.393414
  nChanged 15
		SP:Iteration 28Q (108743.750000 sec): 3 clusters
  Score: Raw -764149.202646 + Penalty 2851.400300 = -761297.802346
  nChanged 8
		SP:Iteration 29Q (108743.940000 sec): 3 clusters
  Score: Raw -764151.078857 + Penalty 2851.400300 = -761299.678558
  nChanged 2
		SP:Iteration 30Q (108744.090000 sec): 3 clusters
  Score: Raw -764151.635546 + Penalty 2851.400300 = -761300.235247
  nChanged 3
		SP:Iteration 31Q (108744.320000 sec): 3 clusters
  Score: Raw -764152.350935 + Penalty 2851.400300 = -761300.950635
  nChanged 1
		SP:Iteration 32Q (108744.530000 sec): 3 clusters
  Score: Raw -764152.507809 + Penalty 2851.400300 = -761301.107509
  nChanged 0
		SP:Iteration 33F (108744.710000 sec): 3 clusters
  Score: Raw -764152.507809 + Penalty 2851.400300 = -761301.107509
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 96 (3428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108744.820000 sec): 2 clusters
  Score: Raw -410356.445112 + Penalty 1322.706495 = -409033.738617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108745.000000 sec): 3 clusters
  Score: Raw -408687.793953 + Penalty 2645.412991 = -406042.380962
  nChanged 1351
		SP:Iteration 1F (108745.200000 sec): 3 clusters
  Score: Raw -409512.362684 + Penalty 2645.412991 = -406866.949693
  nChanged 255
		SP:Iteration 2F (108745.400000 sec): 3 clusters
  Score: Raw -409683.938821 + Penalty 2645.412991 = -407038.525830
  nChanged 188
		SP:Iteration 3F (108745.570000 sec): 3 clusters
  Score: Raw -409838.054957 + Penalty 2645.412991 = -407192.641966
  nChanged 175
		SP:Iteration 4F (108745.740000 sec): 3 clusters
  Score: Raw -409963.756269 + Penalty 2645.412991 = -407318.343278
  nChanged 140
		SP:Iteration 5Q (108745.900000 sec): 3 clusters
  Score: Raw -410069.343635 + Penalty 2645.412991 = -407423.930644
  nChanged 143
		SP:Iteration 6Q (108746.050000 sec): 3 clusters
  Score: Raw -410157.152201 + Penalty 2645.412991 = -407511.739210
  nChanged 110
		SP:Iteration 7Q (108746.210000 sec): 3 clusters
  Score: Raw -410224.789728 + Penalty 2645.412991 = -407579.376737
  nChanged 103
		SP:Iteration 8Q (108746.400000 sec): 3 clusters
  Score: Raw -410283.777805 + Penalty 2645.412991 = -407638.364814
  nChanged 94
		SP:Iteration 9Q (108746.590000 sec): 3 clusters
  Score: Raw -410336.554907 + Penalty 2645.412991 = -407691.141916
  nChanged 79
		SP:Iteration 10Q (108746.790000 sec): 3 clusters
  Score: Raw -410381.160297 + Penalty 2645.412991 = -407735.747307
  nChanged 84
		SP:Iteration 11Q (108746.960000 sec): 3 clusters
  Score: Raw -410426.099198 + Penalty 2645.412991 = -407780.686207
  nChanged 65
		SP:Iteration 12Q (108747.170000 sec): 3 clusters
  Score: Raw -410456.784696 + Penalty 2645.412991 = -407811.371706
  nChanged 44
		SP:Iteration 13Q (108747.320000 sec): 3 clusters
  Score: Raw -410470.435645 + Penalty 2645.412991 = -407825.022654
  nChanged 30
		SP:Iteration 14Q (108747.510000 sec): 3 clusters
  Score: Raw -410481.570107 + Penalty 2645.412991 = -407836.157116
  nChanged 27
		SP:Iteration 15Q (108747.710000 sec): 3 clusters
  Score: Raw -410490.953832 + Penalty 2645.412991 = -407845.540841
  nChanged 27
		SP:Iteration 16Q (108747.860000 sec): 3 clusters
  Score: Raw -410499.922837 + Penalty 2645.412991 = -407854.509846
  nChanged 26
		SP:Iteration 17Q (108748.040000 sec): 3 clusters
  Score: Raw -410511.630565 + Penalty 2645.412991 = -407866.217574
  nChanged 26
		SP:Iteration 18Q (108748.200000 sec): 3 clusters
  Score: Raw -410520.737525 + Penalty 2645.412991 = -407875.324535
  nChanged 28
		SP:Iteration 19Q (108748.390000 sec): 3 clusters
  Score: Raw -410531.443101 + Penalty 2645.412991 = -407886.030110
  nChanged 23
		SP:Iteration 20F (108748.580000 sec): 3 clusters
  Score: Raw -410539.517367 + Penalty 2645.412991 = -407894.104376
  nChanged 18
		SP:Iteration 21Q (108748.760000 sec): 3 clusters
  Score: Raw -410546.239124 + Penalty 2645.412991 = -407900.826133
  nChanged 14
		SP:Iteration 22Q (108748.940000 sec): 3 clusters
  Score: Raw -410550.499943 + Penalty 2645.412991 = -407905.086952
  nChanged 13
		SP:Iteration 23Q (108749.160000 sec): 3 clusters
  Score: Raw -410554.278870 + Penalty 2645.412991 = -407908.865879
  nChanged 8
		SP:Iteration 24Q (108749.310000 sec): 3 clusters
  Score: Raw -410556.377311 + Penalty 2645.412991 = -407910.964320
  nChanged 8
		SP:Iteration 25Q (108749.500000 sec): 3 clusters
  Score: Raw -410558.405692 + Penalty 2645.412991 = -407912.992701
  nChanged 8
		SP:Iteration 26Q (108749.700000 sec): 3 clusters
  Score: Raw -410560.013660 + Penalty 2645.412991 = -407914.600669
  nChanged 8
		SP:Iteration 27Q (108749.850000 sec): 3 clusters
  Score: Raw -410561.958246 + Penalty 2645.412991 = -407916.545255
  nChanged 4
		SP:Iteration 28Q (108750.050000 sec): 3 clusters
  Score: Raw -410563.277018 + Penalty 2645.412991 = -407917.864028
  nChanged 2
		SP:Iteration 29Q (108750.270000 sec): 3 clusters
  Score: Raw -410563.933744 + Penalty 2645.412991 = -407918.520753
  nChanged 3
		SP:Iteration 30Q (108750.430000 sec): 3 clusters
  Score: Raw -410564.564949 + Penalty 2645.412991 = -407919.151958
  nChanged 6
		SP:Iteration 31Q (108750.620000 sec): 3 clusters
  Score: Raw -410566.166583 + Penalty 2645.412991 = -407920.753592
  nChanged 6
		SP:Iteration 32Q (108750.780000 sec): 3 clusters
  Score: Raw -410568.056219 + Penalty 2645.412991 = -407922.643228
  nChanged 6
		SP:Iteration 33Q (108750.980000 sec): 3 clusters
  Score: Raw -410569.507021 + Penalty 2645.412991 = -407924.094030
  nChanged 5
		SP:Iteration 34Q (108751.170000 sec): 3 clusters
  Score: Raw -410570.962505 + Penalty 2645.412991 = -407925.549514
  nChanged 3
		SP:Iteration 35Q (108751.350000 sec): 3 clusters
  Score: Raw -410571.624675 + Penalty 2645.412991 = -407926.211685
  nChanged 3
		SP:Iteration 36Q (108751.520000 sec): 3 clusters
  Score: Raw -410572.210042 + Penalty 2645.412991 = -407926.797051
  nChanged 3
		SP:Iteration 37Q (108751.700000 sec): 3 clusters
  Score: Raw -410572.868042 + Penalty 2645.412991 = -407927.455051
  nChanged 2
		SP:Iteration 38Q (108751.870000 sec): 3 clusters
  Score: Raw -410573.444463 + Penalty 2645.412991 = -407928.031472
  nChanged 1
		SP:Iteration 39Q (108752.090000 sec): 3 clusters
  Score: Raw -410573.527553 + Penalty 2645.412991 = -407928.114562
  nChanged 0
		SP:Iteration 40F (108752.210000 sec): 3 clusters
  Score: Raw -410573.527553 + Penalty 2645.412991 = -407928.114562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 97 (1077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108752.320000 sec): 2 clusters
  Score: Raw -124914.458242 + Penalty 1134.564385 = -123779.893857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108752.500000 sec): 3 clusters
  Score: Raw -124564.920022 + Penalty 2269.128770 = -122295.791252
  nChanged 312
		SP:Iteration 1F (108752.710000 sec): 3 clusters
  Score: Raw -124826.174786 + Penalty 2269.128770 = -122557.046016
  nChanged 85
		SP:Iteration 2F (108752.870000 sec): 3 clusters
  Score: Raw -124928.419006 + Penalty 2269.128770 = -122659.290236
  nChanged 49
		SP:Iteration 3Q (108753.050000 sec): 3 clusters
  Score: Raw -124988.230732 + Penalty 2269.128770 = -122719.101962
  nChanged 40
		SP:Iteration 4Q (108753.220000 sec): 3 clusters
  Score: Raw -125026.458164 + Penalty 2269.128770 = -122757.329394
  nChanged 25
		SP:Iteration 5Q (108753.370000 sec): 3 clusters
  Score: Raw -125048.326421 + Penalty 2269.128770 = -122779.197651
  nChanged 21
		SP:Iteration 6Q (108753.540000 sec): 3 clusters
  Score: Raw -125066.372906 + Penalty 2269.128770 = -122797.244136
  nChanged 21
		SP:Iteration 7Q (108753.740000 sec): 3 clusters
  Score: Raw -125085.747819 + Penalty 2269.128770 = -122816.619049
  nChanged 17
		SP:Iteration 8Q (108753.880000 sec): 3 clusters
  Score: Raw -125104.798071 + Penalty 2269.128770 = -122835.669301
  nChanged 15
		SP:Iteration 9Q (108754.050000 sec): 3 clusters
  Score: Raw -125116.036600 + Penalty 2269.128770 = -122846.907830
  nChanged 17
		SP:Iteration 10Q (108754.210000 sec): 3 clusters
  Score: Raw -125131.113463 + Penalty 2269.128770 = -122861.984693
  nChanged 15
		SP:Iteration 11Q (108754.400000 sec): 3 clusters
  Score: Raw -125148.011913 + Penalty 2269.128770 = -122878.883143
  nChanged 14
		SP:Iteration 12Q (108754.570000 sec): 3 clusters
  Score: Raw -125163.462725 + Penalty 2269.128770 = -122894.333955
  nChanged 10
		SP:Iteration 13Q (108754.740000 sec): 3 clusters
  Score: Raw -125173.770569 + Penalty 2269.128770 = -122904.641799
  nChanged 9
		SP:Iteration 14Q (108754.910000 sec): 3 clusters
  Score: Raw -125181.636817 + Penalty 2269.128770 = -122912.508047
  nChanged 13
		SP:Iteration 15Q (108755.100000 sec): 3 clusters
  Score: Raw -125197.404730 + Penalty 2269.128770 = -122928.275960
  nChanged 16
		SP:Iteration 16Q (108755.270000 sec): 3 clusters
  Score: Raw -125214.151345 + Penalty 2269.128770 = -122945.022575
  nChanged 11
		SP:Iteration 17Q (108755.470000 sec): 3 clusters
  Score: Raw -125228.734551 + Penalty 2269.128770 = -122959.605781
  nChanged 13
		SP:Iteration 18Q (108755.660000 sec): 3 clusters
  Score: Raw -125239.399872 + Penalty 2269.128770 = -122970.271102
  nChanged 12
		SP:Iteration 19Q (108755.830000 sec): 3 clusters
  Score: Raw -125252.500470 + Penalty 2269.128770 = -122983.371700
  nChanged 11
		SP:Iteration 20F (108756.010000 sec): 3 clusters
  Score: Raw -125262.818186 + Penalty 2269.128770 = -122993.689416
  nChanged 7
		SP:Iteration 21Q (108756.180000 sec): 3 clusters
  Score: Raw -125269.395349 + Penalty 2269.128770 = -123000.266579
  nChanged 2
		SP:Iteration 22Q (108756.350000 sec): 3 clusters
  Score: Raw -125270.715622 + Penalty 2269.128770 = -123001.586852
  nChanged 0
		SP:Iteration 23F (108756.490000 sec): 3 clusters
  Score: Raw -125270.715622 + Penalty 2269.128770 = -123001.586852
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 98 (334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108756.600000 sec): 2 clusters
  Score: Raw -36769.816015 + Penalty 944.310411 = -35825.505604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108756.730000 sec): 3 clusters
  Score: Raw -36805.876342 + Penalty 1888.620823 = -34917.255519
  nChanged 48
		SP:Iteration 1F (108756.920000 sec): 3 clusters
  Score: Raw -36921.909909 + Penalty 1888.620823 = -35033.289086
  nChanged 15
		SP:Iteration 2Q (108757.070000 sec): 3 clusters
  Score: Raw -36961.934595 + Penalty 1888.620823 = -35073.313772
  nChanged 10
		SP:Iteration 3Q (108757.240000 sec): 3 clusters
  Score: Raw -36989.387200 + Penalty 1888.620823 = -35100.766378
  nChanged 7
		SP:Iteration 4Q (108757.390000 sec): 3 clusters
  Score: Raw -37008.269958 + Penalty 1888.620823 = -35119.649135
  nChanged 5
		SP:Iteration 5Q (108757.570000 sec): 3 clusters
  Score: Raw -37031.616576 + Penalty 1888.620823 = -35142.995753
  nChanged 4
		SP:Iteration 6Q (108757.740000 sec): 3 clusters
  Score: Raw -37041.076894 + Penalty 1888.620823 = -35152.456071
  nChanged 1
		SP:Iteration 7Q (108757.940000 sec): 3 clusters
  Score: Raw -37044.169594 + Penalty 1888.620823 = -35155.548771
  nChanged 2
		SP:Iteration 8Q (108758.090000 sec): 3 clusters
  Score: Raw -37048.178707 + Penalty 1888.620823 = -35159.557884
  nChanged 1
		SP:Iteration 9Q (108758.270000 sec): 3 clusters
  Score: Raw -37050.102830 + Penalty 1888.620823 = -35161.482007
  nChanged 0
		SP:Iteration 10F (108758.480000 sec): 3 clusters
  Score: Raw -37050.102830 + Penalty 1888.620823 = -35161.482007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 99 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108758.540000 sec): 2 clusters
  Score: Raw -143400.754343 + Penalty 1156.017868 = -142244.736475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108758.740000 sec): 3 clusters
  Score: Raw -142996.614628 + Penalty 2312.035736 = -140684.578893
  nChanged 367
		SP:Iteration 1F (108758.960000 sec): 3 clusters
  Score: Raw -143327.105494 + Penalty 2312.035736 = -141015.069758
  nChanged 108
		SP:Iteration 2F (108759.120000 sec): 3 clusters
  Score: Raw -143478.370774 + Penalty 2312.035736 = -141166.335038
  nChanged 82
		SP:Iteration 3F (108759.280000 sec): 3 clusters
  Score: Raw -143578.923380 + Penalty 2312.035736 = -141266.887645
  nChanged 65
		SP:Iteration 4F (108759.480000 sec): 3 clusters
  Score: Raw -143662.051671 + Penalty 2312.035736 = -141350.015935
  nChanged 53
		SP:Iteration 5Q (108759.620000 sec): 3 clusters
  Score: Raw -143709.757194 + Penalty 2312.035736 = -141397.721458
  nChanged 30
		SP:Iteration 6Q (108759.800000 sec): 3 clusters
  Score: Raw -143738.345754 + Penalty 2312.035736 = -141426.310018
  nChanged 21
		SP:Iteration 7Q (108760.010000 sec): 3 clusters
  Score: Raw -143777.226108 + Penalty 2312.035736 = -141465.190372
  nChanged 16
		SP:Iteration 8Q (108760.170000 sec): 3 clusters
  Score: Raw -143799.454045 + Penalty 2312.035736 = -141487.418310
  nChanged 19
		SP:Iteration 9Q (108760.330000 sec): 3 clusters
  Score: Raw -143824.385914 + Penalty 2312.035736 = -141512.350179
  nChanged 17
		SP:Iteration 10Q (108760.490000 sec): 3 clusters
  Score: Raw -143842.533348 + Penalty 2312.035736 = -141530.497612
  nChanged 17
		SP:Iteration 11Q (108760.650000 sec): 3 clusters
  Score: Raw -143859.622060 + Penalty 2312.035736 = -141547.586325
  nChanged 12
		SP:Iteration 12Q (108760.850000 sec): 3 clusters
  Score: Raw -143870.349228 + Penalty 2312.035736 = -141558.313493
  nChanged 7
		SP:Iteration 13Q (108761.030000 sec): 3 clusters
  Score: Raw -143876.692742 + Penalty 2312.035736 = -141564.657007
  nChanged 7
		SP:Iteration 14Q (108761.210000 sec): 3 clusters
  Score: Raw -143882.180531 + Penalty 2312.035736 = -141570.144795
  nChanged 7
		SP:Iteration 15Q (108761.370000 sec): 3 clusters
  Score: Raw -143888.227685 + Penalty 2312.035736 = -141576.191950
  nChanged 4
		SP:Iteration 16Q (108761.520000 sec): 3 clusters
  Score: Raw -143891.895922 + Penalty 2312.035736 = -141579.860187
  nChanged 5
		SP:Iteration 17Q (108761.710000 sec): 3 clusters
  Score: Raw -143898.137217 + Penalty 2312.035736 = -141586.101482
  nChanged 8
		SP:Iteration 18Q (108761.890000 sec): 3 clusters
  Score: Raw -143903.595142 + Penalty 2312.035736 = -141591.559407
  nChanged 5
		SP:Iteration 19Q (108762.070000 sec): 3 clusters
  Score: Raw -143907.506541 + Penalty 2312.035736 = -141595.470806
  nChanged 6
		SP:Iteration 20F (108762.270000 sec): 3 clusters
  Score: Raw -143911.289578 + Penalty 2312.035736 = -141599.253843
  nChanged 4
		SP:Iteration 21Q (108762.460000 sec): 3 clusters
  Score: Raw -143916.062279 + Penalty 2312.035736 = -141604.026543
  nChanged 6
		SP:Iteration 22Q (108762.640000 sec): 3 clusters
  Score: Raw -143921.475242 + Penalty 2312.035736 = -141609.439506
  nChanged 5
		SP:Iteration 23Q (108762.830000 sec): 3 clusters
  Score: Raw -143924.759027 + Penalty 2312.035736 = -141612.723291
  nChanged 4
		SP:Iteration 24Q (108762.990000 sec): 3 clusters
  Score: Raw -143929.082853 + Penalty 2312.035736 = -141617.047117
  nChanged 4
		SP:Iteration 25Q (108763.170000 sec): 3 clusters
  Score: Raw -143938.364392 + Penalty 2312.035736 = -141626.328656
  nChanged 7
		SP:Iteration 26Q (108763.320000 sec): 3 clusters
  Score: Raw -143950.971882 + Penalty 2312.035736 = -141638.936146
  nChanged 5
		SP:Iteration 27Q (108763.460000 sec): 3 clusters
  Score: Raw -143955.858956 + Penalty 2312.035736 = -141643.823220
  nChanged 3
		SP:Iteration 28Q (108763.610000 sec): 3 clusters
  Score: Raw -143957.313618 + Penalty 2312.035736 = -141645.277882
  nChanged 1
		SP:Iteration 29Q (108763.800000 sec): 3 clusters
  Score: Raw -143957.578822 + Penalty 2312.035736 = -141645.543087
  nChanged 0
		SP:Iteration 30F (108764.000000 sec): 3 clusters
  Score: Raw -143957.578822 + Penalty 2312.035736 = -141645.543087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 100 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108764.050000 sec): 2 clusters
  Score: Raw -174147.471197 + Penalty 1185.667156 = -172961.804041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108764.250000 sec): 3 clusters
  Score: Raw -173520.587476 + Penalty 2371.334312 = -171149.253164
  nChanged 509
		SP:Iteration 1F (108764.410000 sec): 3 clusters
  Score: Raw -173856.839066 + Penalty 2371.334312 = -171485.504753
  nChanged 127
		SP:Iteration 2F (108764.590000 sec): 3 clusters
  Score: Raw -173963.190948 + Penalty 2371.334312 = -171591.856635
  nChanged 65
		SP:Iteration 3Q (108764.790000 sec): 3 clusters
  Score: Raw -174022.752839 + Penalty 2371.334312 = -171651.418527
  nChanged 56
		SP:Iteration 4Q (108764.940000 sec): 3 clusters
  Score: Raw -174068.497553 + Penalty 2371.334312 = -171697.163241
  nChanged 37
		SP:Iteration 5Q (108765.110000 sec): 3 clusters
  Score: Raw -174098.917118 + Penalty 2371.334312 = -171727.582806
  nChanged 34
		SP:Iteration 6Q (108765.280000 sec): 3 clusters
  Score: Raw -174121.636005 + Penalty 2371.334312 = -171750.301693
  nChanged 26
		SP:Iteration 7Q (108765.450000 sec): 3 clusters
  Score: Raw -174137.434632 + Penalty 2371.334312 = -171766.100320
  nChanged 23
		SP:Iteration 8Q (108765.630000 sec): 3 clusters
  Score: Raw -174152.210640 + Penalty 2371.334312 = -171780.876328
  nChanged 17
		SP:Iteration 9Q (108765.810000 sec): 3 clusters
  Score: Raw -174167.517109 + Penalty 2371.334312 = -171796.182796
  nChanged 22
		SP:Iteration 10Q (108765.920000 sec): 3 clusters
  Score: Raw -174186.228137 + Penalty 2371.334312 = -171814.893825
  nChanged 11
		SP:Iteration 11Q (108766.100000 sec): 3 clusters
  Score: Raw -174193.575080 + Penalty 2371.334312 = -171822.240768
  nChanged 15
		SP:Iteration 12Q (108766.270000 sec): 3 clusters
  Score: Raw -174206.454420 + Penalty 2371.334312 = -171835.120108
  nChanged 17
		SP:Iteration 13Q (108766.470000 sec): 3 clusters
  Score: Raw -174220.235672 + Penalty 2371.334312 = -171848.901359
  nChanged 16
		SP:Iteration 14Q (108766.640000 sec): 3 clusters
  Score: Raw -174230.928952 + Penalty 2371.334312 = -171859.594639
  nChanged 14
		SP:Iteration 15Q (108766.800000 sec): 3 clusters
  Score: Raw -174239.347797 + Penalty 2371.334312 = -171868.013484
  nChanged 14
		SP:Iteration 16Q (108766.930000 sec): 3 clusters
  Score: Raw -174250.388015 + Penalty 2371.334312 = -171879.053702
  nChanged 16
		SP:Iteration 17Q (108767.120000 sec): 3 clusters
  Score: Raw -174267.047406 + Penalty 2371.334312 = -171895.713094
  nChanged 11
		SP:Iteration 18Q (108767.320000 sec): 3 clusters
  Score: Raw -174273.810408 + Penalty 2371.334312 = -171902.476096
  nChanged 7
		SP:Iteration 19Q (108767.460000 sec): 3 clusters
  Score: Raw -174277.571939 + Penalty 2371.334312 = -171906.237627
  nChanged 3
		SP:Iteration 20F (108767.670000 sec): 3 clusters
  Score: Raw -174279.537604 + Penalty 2371.334312 = -171908.203292
  nChanged 3
		SP:Iteration 21Q (108767.830000 sec): 3 clusters
  Score: Raw -174282.740650 + Penalty 2371.334312 = -171911.406337
  nChanged 6
		SP:Iteration 22Q (108768.010000 sec): 3 clusters
  Score: Raw -174286.847966 + Penalty 2371.334312 = -171915.513653
  nChanged 6
		SP:Iteration 23Q (108768.190000 sec): 3 clusters
  Score: Raw -174290.998841 + Penalty 2371.334312 = -171919.664528
  nChanged 4
		SP:Iteration 24Q (108768.400000 sec): 3 clusters
  Score: Raw -174294.648458 + Penalty 2371.334312 = -171923.314146
  nChanged 0
		SP:Iteration 25F (108768.530000 sec): 3 clusters
  Score: Raw -174294.648458 + Penalty 2371.334312 = -171923.314146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 101 (691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108768.660000 sec): 2 clusters
  Score: Raw -66176.029269 + Penalty 1062.447721 = -65113.581548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108768.850000 sec): 3 clusters
  Score: Raw -66052.265169 + Penalty 2124.895443 = -63927.369726
  nChanged 201
		SP:Iteration 1F (108769.030000 sec): 3 clusters
  Score: Raw -66437.634327 + Penalty 2124.895443 = -64312.738884
  nChanged 75
		SP:Iteration 2F (108769.190000 sec): 3 clusters
  Score: Raw -66655.272933 + Penalty 2124.895443 = -64530.377490
  nChanged 46
		SP:Iteration 3F (108769.320000 sec): 3 clusters
  Score: Raw -66805.340628 + Penalty 2124.895443 = -64680.445185
  nChanged 38
		SP:Iteration 4F (108769.470000 sec): 3 clusters
  Score: Raw -66892.925720 + Penalty 2124.895443 = -64768.030277
  nChanged 23
		SP:Iteration 5Q (108769.640000 sec): 3 clusters
  Score: Raw -66943.443036 + Penalty 2124.895443 = -64818.547593
  nChanged 17
		SP:Iteration 6Q (108769.840000 sec): 3 clusters
  Score: Raw -66984.595011 + Penalty 2124.895443 = -64859.699569
  nChanged 11
		SP:Iteration 7Q (108769.980000 sec): 3 clusters
  Score: Raw -67011.310951 + Penalty 2124.895443 = -64886.415508
  nChanged 8
		SP:Iteration 8Q (108770.130000 sec): 3 clusters
  Score: Raw -67029.566780 + Penalty 2124.895443 = -64904.671338
  nChanged 7
		SP:Iteration 9Q (108770.330000 sec): 3 clusters
  Score: Raw -67040.759264 + Penalty 2124.895443 = -64915.863821
  nChanged 5
		SP:Iteration 10Q (108770.510000 sec): 3 clusters
  Score: Raw -67047.978178 + Penalty 2124.895443 = -64923.082735
  nChanged 4
		SP:Iteration 11Q (108770.650000 sec): 3 clusters
  Score: Raw -67056.982049 + Penalty 2124.895443 = -64932.086606
  nChanged 6
		SP:Iteration 12Q (108770.810000 sec): 3 clusters
  Score: Raw -67067.469928 + Penalty 2124.895443 = -64942.574486
  nChanged 3
		SP:Iteration 13Q (108770.990000 sec): 3 clusters
  Score: Raw -67072.399874 + Penalty 2124.895443 = -64947.504432
  nChanged 2
		SP:Iteration 14Q (108771.170000 sec): 3 clusters
  Score: Raw -67077.871499 + Penalty 2124.895443 = -64952.976056
  nChanged 2
		SP:Iteration 15Q (108771.360000 sec): 3 clusters
  Score: Raw -67079.854262 + Penalty 2124.895443 = -64954.958820
  nChanged 2
		SP:Iteration 16Q (108771.550000 sec): 3 clusters
  Score: Raw -67082.864431 + Penalty 2124.895443 = -64957.968989
  nChanged 0
		SP:Iteration 17F (108771.710000 sec): 3 clusters
  Score: Raw -67082.864431 + Penalty 2124.895443 = -64957.968989
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 102 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108771.820000 sec): 2 clusters
  Score: Raw -20360.276673 + Penalty 854.342998 = -19505.933675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108771.980000 sec): 3 clusters
  Score: Raw -20587.325094 + Penalty 1708.685996 = -18878.639098
  nChanged 43
		SP:Iteration 1F (108772.160000 sec): 3 clusters
  Score: Raw -20737.477808 + Penalty 1708.685996 = -19028.791812
  nChanged 6
		SP:Iteration 2Q (108772.310000 sec): 3 clusters
  Score: Raw -20752.264706 + Penalty 1708.685996 = -19043.578710
  nChanged 3
		SP:Iteration 3Q (108772.480000 sec): 3 clusters
  Score: Raw -20767.101579 + Penalty 1708.685996 = -19058.415583
  nChanged 0
		SP:Iteration 4F (108772.690000 sec): 3 clusters
  Score: Raw -20767.101579 + Penalty 1708.685996 = -19058.415583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 103 (860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108772.750000 sec): 2 clusters
  Score: Raw -97557.607920 + Penalty 1098.001513 = -96459.606407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108772.980000 sec): 3 clusters
  Score: Raw -97311.805625 + Penalty 2196.003027 = -95115.802598
  nChanged 226
		SP:Iteration 1F (108773.140000 sec): 3 clusters
  Score: Raw -97518.326547 + Penalty 2196.003027 = -95322.323521
  nChanged 53
		SP:Iteration 2F (108773.310000 sec): 3 clusters
  Score: Raw -97580.907278 + Penalty 2196.003027 = -95384.904251
  nChanged 41
		SP:Iteration 3Q (108773.430000 sec): 3 clusters
  Score: Raw -97628.412678 + Penalty 2196.003027 = -95432.409652
  nChanged 31
		SP:Iteration 4Q (108773.610000 sec): 3 clusters
  Score: Raw -97678.472106 + Penalty 2196.003027 = -95482.469080
  nChanged 25
		SP:Iteration 5Q (108773.820000 sec): 3 clusters
  Score: Raw -97728.553547 + Penalty 2196.003027 = -95532.550520
  nChanged 24
		SP:Iteration 6Q (108773.980000 sec): 3 clusters
  Score: Raw -97779.176001 + Penalty 2196.003027 = -95583.172974
  nChanged 24
		SP:Iteration 7Q (108774.150000 sec): 3 clusters
  Score: Raw -97816.811375 + Penalty 2196.003027 = -95620.808349
  nChanged 21
		SP:Iteration 8Q (108774.320000 sec): 3 clusters
  Score: Raw -97837.848118 + Penalty 2196.003027 = -95641.845092
  nChanged 5
		SP:Iteration 9Q (108774.520000 sec): 3 clusters
  Score: Raw -97844.654654 + Penalty 2196.003027 = -95648.651628
  nChanged 6
		SP:Iteration 10Q (108774.700000 sec): 3 clusters
  Score: Raw -97851.909473 + Penalty 2196.003027 = -95655.906446
  nChanged 3
		SP:Iteration 11Q (108774.830000 sec): 3 clusters
  Score: Raw -97855.329298 + Penalty 2196.003027 = -95659.326272
  nChanged 5
		SP:Iteration 12Q (108774.980000 sec): 3 clusters
  Score: Raw -97861.694741 + Penalty 2196.003027 = -95665.691714
  nChanged 6
		SP:Iteration 13Q (108775.140000 sec): 3 clusters
  Score: Raw -97870.164511 + Penalty 2196.003027 = -95674.161485
  nChanged 10
		SP:Iteration 14Q (108775.310000 sec): 3 clusters
  Score: Raw -97879.501746 + Penalty 2196.003027 = -95683.498719
  nChanged 7
		SP:Iteration 15Q (108775.510000 sec): 3 clusters
  Score: Raw -97884.196100 + Penalty 2196.003027 = -95688.193074
  nChanged 3
		SP:Iteration 16Q (108775.690000 sec): 3 clusters
  Score: Raw -97890.449663 + Penalty 2196.003027 = -95694.446637
  nChanged 4
		SP:Iteration 17Q (108775.840000 sec): 3 clusters
  Score: Raw -97896.694680 + Penalty 2196.003027 = -95700.691653
  nChanged 5
		SP:Iteration 18Q (108776.030000 sec): 3 clusters
  Score: Raw -97904.740991 + Penalty 2196.003027 = -95708.737965
  nChanged 6
		SP:Iteration 19Q (108776.200000 sec): 3 clusters
  Score: Raw -97914.086595 + Penalty 2196.003027 = -95718.083568
  nChanged 7
		SP:Iteration 20F (108776.370000 sec): 3 clusters
  Score: Raw -97922.228508 + Penalty 2196.003027 = -95726.225482
  nChanged 2
		SP:Iteration 21Q (108776.520000 sec): 3 clusters
  Score: Raw -97924.558759 + Penalty 2196.003027 = -95728.555733
  nChanged 3
		SP:Iteration 22Q (108776.700000 sec): 3 clusters
  Score: Raw -97927.052847 + Penalty 2196.003027 = -95731.049821
  nChanged 1
		SP:Iteration 23Q (108776.840000 sec): 3 clusters
  Score: Raw -97927.516953 + Penalty 2196.003027 = -95731.513927
  nChanged 0
		SP:Iteration 24F (108777.000000 sec): 3 clusters
  Score: Raw -97927.516953 + Penalty 2196.003027 = -95731.513927
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 104 (3545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108777.160000 sec): 2 clusters
  Score: Raw -413210.718574 + Penalty 1328.160184 = -411882.558390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108777.340000 sec): 3 clusters
  Score: Raw -411477.377253 + Penalty 2656.320368 = -408821.056885
  nChanged 1410
		SP:Iteration 1F (108777.510000 sec): 3 clusters
  Score: Raw -412373.073486 + Penalty 2656.320368 = -409716.753118
  nChanged 303
		SP:Iteration 2F (108777.740000 sec): 3 clusters
  Score: Raw -412641.845627 + Penalty 2656.320368 = -409985.525259
  nChanged 254
		SP:Iteration 3F (108777.900000 sec): 3 clusters
  Score: Raw -412852.618077 + Penalty 2656.320368 = -410196.297709
  nChanged 219
		SP:Iteration 4F (108778.070000 sec): 3 clusters
  Score: Raw -413076.635211 + Penalty 2656.320368 = -410420.314843
  nChanged 202
		SP:Iteration 5F (108778.280000 sec): 3 clusters
  Score: Raw -413263.783119 + Penalty 2656.320368 = -410607.462752
  nChanged 160
		SP:Iteration 6Q (108778.460000 sec): 3 clusters
  Score: Raw -413410.973631 + Penalty 2656.320368 = -410754.653263
  nChanged 158
		SP:Iteration 7Q (108778.630000 sec): 3 clusters
  Score: Raw -413563.753530 + Penalty 2656.320368 = -410907.433162
  nChanged 142
		SP:Iteration 8Q (108778.760000 sec): 3 clusters
  Score: Raw -413689.445600 + Penalty 2656.320368 = -411033.125232
  nChanged 116
		SP:Iteration 9Q (108778.940000 sec): 3 clusters
  Score: Raw -413783.031904 + Penalty 2656.320368 = -411126.711536
  nChanged 93
		SP:Iteration 10Q (108779.100000 sec): 3 clusters
  Score: Raw -413840.527261 + Penalty 2656.320368 = -411184.206893
  nChanged 77
		SP:Iteration 11Q (108779.280000 sec): 3 clusters
  Score: Raw -413884.629207 + Penalty 2656.320368 = -411228.308839
  nChanged 64
		SP:Iteration 12Q (108779.440000 sec): 3 clusters
  Score: Raw -413918.917637 + Penalty 2656.320368 = -411262.597269
  nChanged 53
		SP:Iteration 13Q (108779.650000 sec): 3 clusters
  Score: Raw -413947.622451 + Penalty 2656.320368 = -411291.302083
  nChanged 32
		SP:Iteration 14Q (108779.830000 sec): 3 clusters
  Score: Raw -413960.658188 + Penalty 2656.320368 = -411304.337820
  nChanged 29
		SP:Iteration 15Q (108780.010000 sec): 3 clusters
  Score: Raw -413974.493388 + Penalty 2656.320368 = -411318.173021
  nChanged 20
		SP:Iteration 16Q (108780.220000 sec): 3 clusters
  Score: Raw -413983.019675 + Penalty 2656.320368 = -411326.699308
  nChanged 12
		SP:Iteration 17Q (108780.360000 sec): 3 clusters
  Score: Raw -413988.826501 + Penalty 2656.320368 = -411332.506134
  nChanged 22
		SP:Iteration 18Q (108780.580000 sec): 3 clusters
  Score: Raw -413998.369833 + Penalty 2656.320368 = -411342.049465
  nChanged 21
		SP:Iteration 19Q (108780.720000 sec): 3 clusters
  Score: Raw -414010.501140 + Penalty 2656.320368 = -411354.180773
  nChanged 25
		SP:Iteration 20F (108780.920000 sec): 3 clusters
  Score: Raw -414022.709663 + Penalty 2656.320368 = -411366.389295
  nChanged 20
		SP:Iteration 21Q (108781.130000 sec): 3 clusters
  Score: Raw -414031.024661 + Penalty 2656.320368 = -411374.704293
  nChanged 18
		SP:Iteration 22Q (108781.270000 sec): 3 clusters
  Score: Raw -414039.679476 + Penalty 2656.320368 = -411383.359108
  nChanged 19
		SP:Iteration 23Q (108781.490000 sec): 3 clusters
  Score: Raw -414049.509132 + Penalty 2656.320368 = -411393.188764
  nChanged 11
		SP:Iteration 24Q (108781.660000 sec): 3 clusters
  Score: Raw -414053.742643 + Penalty 2656.320368 = -411397.422275
  nChanged 12
		SP:Iteration 25Q (108781.840000 sec): 3 clusters
  Score: Raw -414059.330795 + Penalty 2656.320368 = -411403.010428
  nChanged 14
		SP:Iteration 26Q (108782.020000 sec): 3 clusters
  Score: Raw -414065.501805 + Penalty 2656.320368 = -411409.181437
  nChanged 13
		SP:Iteration 27Q (108782.220000 sec): 3 clusters
  Score: Raw -414070.404342 + Penalty 2656.320368 = -411414.083974
  nChanged 14
		SP:Iteration 28Q (108782.400000 sec): 3 clusters
  Score: Raw -414077.575132 + Penalty 2656.320368 = -411421.254764
  nChanged 13
		SP:Iteration 29Q (108782.600000 sec): 3 clusters
  Score: Raw -414085.461816 + Penalty 2656.320368 = -411429.141448
  nChanged 12
		SP:Iteration 30Q (108782.760000 sec): 3 clusters
  Score: Raw -414092.463082 + Penalty 2656.320368 = -411436.142714
  nChanged 16
		SP:Iteration 31Q (108782.940000 sec): 3 clusters
  Score: Raw -414102.495238 + Penalty 2656.320368 = -411446.174870
  nChanged 23
		SP:Iteration 32Q (108783.120000 sec): 3 clusters
  Score: Raw -414122.230297 + Penalty 2656.320368 = -411465.909930
  nChanged 32
		SP:Iteration 33Q (108783.290000 sec): 3 clusters
  Score: Raw -414152.404817 + Penalty 2656.320368 = -411496.084450
  nChanged 31
		SP:Iteration 34Q (108783.490000 sec): 3 clusters
  Score: Raw -414177.785015 + Penalty 2656.320368 = -411521.464647
  nChanged 29
		SP:Iteration 35Q (108783.660000 sec): 3 clusters
  Score: Raw -414199.312976 + Penalty 2656.320368 = -411542.992608
  nChanged 23
		SP:Iteration 36Q (108783.850000 sec): 3 clusters
  Score: Raw -414216.102320 + Penalty 2656.320368 = -411559.781953
  nChanged 22
		SP:Iteration 37Q (108784.010000 sec): 3 clusters
  Score: Raw -414232.908407 + Penalty 2656.320368 = -411576.588039
  nChanged 18
		SP:Iteration 38Q (108784.190000 sec): 3 clusters
  Score: Raw -414243.030482 + Penalty 2656.320368 = -411586.710114
  nChanged 17
		SP:Iteration 39Q (108784.420000 sec): 3 clusters
  Score: Raw -414253.160467 + Penalty 2656.320368 = -411596.840099
  nChanged 16
		SP:Iteration 40F (108784.590000 sec): 3 clusters
  Score: Raw -414263.989900 + Penalty 2656.320368 = -411607.669533
  nChanged 10
		SP:Iteration 41Q (108784.810000 sec): 3 clusters
  Score: Raw -414269.958048 + Penalty 2656.320368 = -411613.637681
  nChanged 9
		SP:Iteration 42Q (108784.970000 sec): 3 clusters
  Score: Raw -414274.570388 + Penalty 2656.320368 = -411618.250021
  nChanged 5
		SP:Iteration 43Q (108785.150000 sec): 3 clusters
  Score: Raw -414277.184595 + Penalty 2656.320368 = -411620.864227
  nChanged 5
		SP:Iteration 44Q (108785.390000 sec): 3 clusters
  Score: Raw -414278.733925 + Penalty 2656.320368 = -411622.413558
  nChanged 5
		SP:Iteration 45Q (108785.570000 sec): 3 clusters
  Score: Raw -414281.097555 + Penalty 2656.320368 = -411624.777188
  nChanged 3
		SP:Iteration 46Q (108785.740000 sec): 3 clusters
  Score: Raw -414282.707986 + Penalty 2656.320368 = -411626.387618
  nChanged 6
		SP:Iteration 47Q (108785.930000 sec): 3 clusters
  Score: Raw -414286.103445 + Penalty 2656.320368 = -411629.783077
  nChanged 6
		SP:Iteration 48Q (108786.080000 sec): 3 clusters
  Score: Raw -414288.600577 + Penalty 2656.320368 = -411632.280210
  nChanged 8
		SP:Iteration 49Q (108786.280000 sec): 3 clusters
  Score: Raw -414291.411778 + Penalty 2656.320368 = -411635.091410
  nChanged 1
		SP:Iteration 50Q (108786.440000 sec): 3 clusters
  Score: Raw -414292.274476 + Penalty 2656.320368 = -411635.954108
  nChanged 1
		SP:Iteration 51Q (108786.650000 sec): 3 clusters
  Score: Raw -414292.575385 + Penalty 2656.320368 = -411636.255017
  nChanged 3
		SP:Iteration 52Q (108786.840000 sec): 3 clusters
  Score: Raw -414294.122198 + Penalty 2656.320368 = -411637.801831
  nChanged 3
		SP:Iteration 53Q (108787.020000 sec): 3 clusters
  Score: Raw -414295.654260 + Penalty 2656.320368 = -411639.333893
  nChanged 2
		SP:Iteration 54Q (108787.190000 sec): 3 clusters
  Score: Raw -414296.882743 + Penalty 2656.320368 = -411640.562375
  nChanged 2
		SP:Iteration 55Q (108787.340000 sec): 3 clusters
  Score: Raw -414297.493051 + Penalty 2656.320368 = -411641.172684
  nChanged 0
		SP:Iteration 56F (108787.480000 sec): 3 clusters
  Score: Raw -414297.493051 + Penalty 2656.320368 = -411641.172684
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 105 (2410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108787.610000 sec): 2 clusters
  Score: Raw -285609.869735 + Penalty 1265.449579 = -284344.420155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108787.770000 sec): 3 clusters
  Score: Raw -284521.892924 + Penalty 2530.899159 = -281990.993765
  nChanged 827
		SP:Iteration 1F (108787.960000 sec): 3 clusters
  Score: Raw -285022.572695 + Penalty 2530.899159 = -282491.673537
  nChanged 205
		SP:Iteration 2F (108788.110000 sec): 3 clusters
  Score: Raw -285167.188692 + Penalty 2530.899159 = -282636.289533
  nChanged 128
		SP:Iteration 3F (108788.330000 sec): 3 clusters
  Score: Raw -285250.906414 + Penalty 2530.899159 = -282720.007255
  nChanged 93
		SP:Iteration 4Q (108788.480000 sec): 3 clusters
  Score: Raw -285305.603967 + Penalty 2530.899159 = -282774.704808
  nChanged 82
		SP:Iteration 5Q (108788.680000 sec): 3 clusters
  Score: Raw -285354.930533 + Penalty 2530.899159 = -282824.031374
  nChanged 72
		SP:Iteration 6Q (108788.820000 sec): 3 clusters
  Score: Raw -285399.984870 + Penalty 2530.899159 = -282869.085711
  nChanged 66
		SP:Iteration 7Q (108788.980000 sec): 3 clusters
  Score: Raw -285439.486878 + Penalty 2530.899159 = -282908.587720
  nChanged 70
		SP:Iteration 8Q (108789.130000 sec): 3 clusters
  Score: Raw -285479.731638 + Penalty 2530.899159 = -282948.832479
  nChanged 62
		SP:Iteration 9Q (108789.260000 sec): 3 clusters
  Score: Raw -285522.425590 + Penalty 2530.899159 = -282991.526432
  nChanged 64
		SP:Iteration 10Q (108789.450000 sec): 3 clusters
  Score: Raw -285562.416483 + Penalty 2530.899159 = -283031.517324
  nChanged 44
		SP:Iteration 11Q (108789.600000 sec): 3 clusters
  Score: Raw -285589.861809 + Penalty 2530.899159 = -283058.962650
  nChanged 46
		SP:Iteration 12Q (108789.790000 sec): 3 clusters
  Score: Raw -285625.850527 + Penalty 2530.899159 = -283094.951369
  nChanged 46
		SP:Iteration 13Q (108789.960000 sec): 3 clusters
  Score: Raw -285658.762326 + Penalty 2530.899159 = -283127.863168
  nChanged 40
		SP:Iteration 14Q (108790.170000 sec): 3 clusters
  Score: Raw -285686.328900 + Penalty 2530.899159 = -283155.429741
  nChanged 28
		SP:Iteration 15Q (108790.350000 sec): 3 clusters
  Score: Raw -285704.297171 + Penalty 2530.899159 = -283173.398013
  nChanged 21
		SP:Iteration 16Q (108790.490000 sec): 3 clusters
  Score: Raw -285717.535824 + Penalty 2530.899159 = -283186.636666
  nChanged 22
		SP:Iteration 17Q (108790.700000 sec): 3 clusters
  Score: Raw -285733.034984 + Penalty 2530.899159 = -283202.135826
  nChanged 15
		SP:Iteration 18Q (108790.880000 sec): 3 clusters
  Score: Raw -285745.850153 + Penalty 2530.899159 = -283214.950995
  nChanged 16
		SP:Iteration 19Q (108791.050000 sec): 3 clusters
  Score: Raw -285759.072147 + Penalty 2530.899159 = -283228.172988
  nChanged 8
		SP:Iteration 20F (108791.200000 sec): 3 clusters
  Score: Raw -285763.782269 + Penalty 2530.899159 = -283232.883110
  nChanged 6
		SP:Iteration 21Q (108791.370000 sec): 3 clusters
  Score: Raw -285766.783583 + Penalty 2530.899159 = -283235.884424
  nChanged 3
		SP:Iteration 22Q (108791.570000 sec): 3 clusters
  Score: Raw -285768.752916 + Penalty 2530.899159 = -283237.853758
  nChanged 3
		SP:Iteration 23Q (108791.710000 sec): 3 clusters
  Score: Raw -285770.837995 + Penalty 2530.899159 = -283239.938837
  nChanged 5
		SP:Iteration 24Q (108791.940000 sec): 3 clusters
  Score: Raw -285774.281205 + Penalty 2530.899159 = -283243.382047
  nChanged 4
		SP:Iteration 25Q (108792.110000 sec): 3 clusters
  Score: Raw -285775.984887 + Penalty 2530.899159 = -283245.085728
  nChanged 3
		SP:Iteration 26Q (108792.260000 sec): 3 clusters
  Score: Raw -285777.926823 + Penalty 2530.899159 = -283247.027664
  nChanged 1
		SP:Iteration 27Q (108792.440000 sec): 3 clusters
  Score: Raw -285778.502447 + Penalty 2530.899159 = -283247.603289
  nChanged 3
		SP:Iteration 28Q (108792.620000 sec): 3 clusters
  Score: Raw -285781.898236 + Penalty 2530.899159 = -283250.999078
  nChanged 7
		SP:Iteration 29Q (108792.800000 sec): 3 clusters
  Score: Raw -285788.398733 + Penalty 2530.899159 = -283257.499574
  nChanged 7
		SP:Iteration 30Q (108792.950000 sec): 3 clusters
  Score: Raw -285797.646331 + Penalty 2530.899159 = -283266.747172
  nChanged 9
		SP:Iteration 31Q (108793.140000 sec): 3 clusters
  Score: Raw -285805.318732 + Penalty 2530.899159 = -283274.419574
  nChanged 5
		SP:Iteration 32Q (108793.290000 sec): 3 clusters
  Score: Raw -285808.428274 + Penalty 2530.899159 = -283277.529115
  nChanged 3
		SP:Iteration 33Q (108793.470000 sec): 3 clusters
  Score: Raw -285810.049846 + Penalty 2530.899159 = -283279.150688
  nChanged 0
		SP:Iteration 34F (108793.650000 sec): 3 clusters
  Score: Raw -285810.049846 + Penalty 2530.899159 = -283279.150688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 106 (4211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108793.800000 sec): 2 clusters
  Score: Raw -499704.133077 + Penalty 1356.136507 = -498347.996570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108793.970000 sec): 3 clusters
  Score: Raw -497594.137522 + Penalty 2712.273014 = -494881.864508
  nChanged 1648
		SP:Iteration 1F (108794.150000 sec): 3 clusters
  Score: Raw -498568.531765 + Penalty 2712.273014 = -495856.258751
  nChanged 325
		SP:Iteration 2F (108794.350000 sec): 3 clusters
  Score: Raw -498773.401023 + Penalty 2712.273014 = -496061.128009
  nChanged 247
		SP:Iteration 3F (108794.520000 sec): 3 clusters
  Score: Raw -498933.530171 + Penalty 2712.273014 = -496221.257156
  nChanged 208
		SP:Iteration 4Q (108794.740000 sec): 3 clusters
  Score: Raw -499079.276102 + Penalty 2712.273014 = -496367.003088
  nChanged 180
		SP:Iteration 5Q (108794.940000 sec): 3 clusters
  Score: Raw -499204.569730 + Penalty 2712.273014 = -496492.296716
  nChanged 168
		SP:Iteration 6Q (108795.110000 sec): 3 clusters
  Score: Raw -499332.054496 + Penalty 2712.273014 = -496619.781482
  nChanged 188
		SP:Iteration 7Q (108795.310000 sec): 3 clusters
  Score: Raw -499468.777993 + Penalty 2712.273014 = -496756.504978
  nChanged 167
		SP:Iteration 8Q (108795.510000 sec): 3 clusters
  Score: Raw -499599.514041 + Penalty 2712.273014 = -496887.241027
  nChanged 160
		SP:Iteration 9Q (108795.670000 sec): 3 clusters
  Score: Raw -499724.003541 + Penalty 2712.273014 = -497011.730527
  nChanged 134
		SP:Iteration 10Q (108795.850000 sec): 3 clusters
  Score: Raw -499817.831175 + Penalty 2712.273014 = -497105.558161
  nChanged 128
		SP:Iteration 11Q (108796.050000 sec): 3 clusters
  Score: Raw -499907.335360 + Penalty 2712.273014 = -497195.062346
  nChanged 98
		SP:Iteration 12Q (108796.210000 sec): 3 clusters
  Score: Raw -499967.944234 + Penalty 2712.273014 = -497255.671220
  nChanged 70
		SP:Iteration 13Q (108796.390000 sec): 3 clusters
  Score: Raw -499994.903482 + Penalty 2712.273014 = -497282.630467
  nChanged 53
		SP:Iteration 14Q (108796.600000 sec): 3 clusters
  Score: Raw -500012.272120 + Penalty 2712.273014 = -497299.999105
  nChanged 36
		SP:Iteration 15Q (108796.800000 sec): 3 clusters
  Score: Raw -500023.648060 + Penalty 2712.273014 = -497311.375046
  nChanged 32
		SP:Iteration 16Q (108796.960000 sec): 3 clusters
  Score: Raw -500035.367015 + Penalty 2712.273014 = -497323.094001
  nChanged 22
		SP:Iteration 17Q (108797.160000 sec): 3 clusters
  Score: Raw -500040.983925 + Penalty 2712.273014 = -497328.710911
  nChanged 14
		SP:Iteration 18Q (108797.370000 sec): 3 clusters
  Score: Raw -500044.872587 + Penalty 2712.273014 = -497332.599573
  nChanged 10
		SP:Iteration 19Q (108797.550000 sec): 3 clusters
  Score: Raw -500048.241090 + Penalty 2712.273014 = -497335.968075
  nChanged 18
		SP:Iteration 20F (108797.700000 sec): 3 clusters
  Score: Raw -500052.619051 + Penalty 2712.273014 = -497340.346037
  nChanged 12
		SP:Iteration 21Q (108797.920000 sec): 3 clusters
  Score: Raw -500054.758754 + Penalty 2712.273014 = -497342.485740
  nChanged 7
		SP:Iteration 22Q (108798.090000 sec): 3 clusters
  Score: Raw -500055.963717 + Penalty 2712.273014 = -497343.690703
  nChanged 5
		SP:Iteration 23Q (108798.320000 sec): 3 clusters
  Score: Raw -500056.908994 + Penalty 2712.273014 = -497344.635980
  nChanged 7
		SP:Iteration 24Q (108798.480000 sec): 3 clusters
  Score: Raw -500058.100960 + Penalty 2712.273014 = -497345.827946
  nChanged 4
		SP:Iteration 25Q (108798.670000 sec): 3 clusters
  Score: Raw -500058.808126 + Penalty 2712.273014 = -497346.535112
  nChanged 4
		SP:Iteration 26Q (108798.840000 sec): 3 clusters
  Score: Raw -500059.624908 + Penalty 2712.273014 = -497347.351894
  nChanged 2
		SP:Iteration 27Q (108799.020000 sec): 3 clusters
  Score: Raw -500059.921957 + Penalty 2712.273014 = -497347.648943
  nChanged 1
		SP:Iteration 28Q (108799.220000 sec): 3 clusters
  Score: Raw -500060.138270 + Penalty 2712.273014 = -497347.865256
  nChanged 3
		SP:Iteration 29Q (108799.390000 sec): 3 clusters
  Score: Raw -500061.283386 + Penalty 2712.273014 = -497349.010372
  nChanged 4
		SP:Iteration 30Q (108799.620000 sec): 3 clusters
  Score: Raw -500062.607702 + Penalty 2712.273014 = -497350.334688
  nChanged 6
		SP:Iteration 31Q (108799.780000 sec): 3 clusters
  Score: Raw -500063.838408 + Penalty 2712.273014 = -497351.565393
  nChanged 7
		SP:Iteration 32Q (108800.000000 sec): 3 clusters
  Score: Raw -500065.516655 + Penalty 2712.273014 = -497353.243641
  nChanged 6
		SP:Iteration 33Q (108800.190000 sec): 3 clusters
  Score: Raw -500066.256769 + Penalty 2712.273014 = -497353.983754
  nChanged 3
		SP:Iteration 34Q (108800.400000 sec): 3 clusters
  Score: Raw -500066.715622 + Penalty 2712.273014 = -497354.442608
  nChanged 1
		SP:Iteration 35Q (108800.580000 sec): 3 clusters
  Score: Raw -500066.801764 + Penalty 2712.273014 = -497354.528750
  nChanged 0
		SP:Iteration 36F (108800.750000 sec): 3 clusters
  Score: Raw -500066.801764 + Penalty 2712.273014 = -497354.528750
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 107 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108800.860000 sec): 2 clusters
  Score: Raw -32477.976845 + Penalty 914.488431 = -31563.488414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108801.040000 sec): 3 clusters
  Score: Raw -32513.858783 + Penalty 1828.976862 = -30684.881921
  nChanged 37
		SP:Iteration 1F (108801.240000 sec): 3 clusters
  Score: Raw -32606.602452 + Penalty 1828.976862 = -30777.625590
  nChanged 12
		SP:Iteration 2Q (108801.400000 sec): 3 clusters
  Score: Raw -32632.198063 + Penalty 1828.976862 = -30803.221201
  nChanged 4
		SP:Iteration 3Q (108801.550000 sec): 3 clusters
  Score: Raw -32644.255021 + Penalty 1828.976862 = -30815.278159
  nChanged 2
		SP:Iteration 4Q (108801.750000 sec): 3 clusters
  Score: Raw -32651.041428 + Penalty 1828.976862 = -30822.064566
  nChanged 3
		SP:Iteration 5Q (108801.910000 sec): 3 clusters
  Score: Raw -32659.951847 + Penalty 1828.976862 = -30830.974985
  nChanged 0
		SP:Iteration 6F (108802.070000 sec): 3 clusters
  Score: Raw -32659.951847 + Penalty 1828.976862 = -30830.974985
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 108 (5046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108802.210000 sec): 2 clusters
  Score: Raw -594996.865693 + Penalty 1385.532058 = -593611.333635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108802.400000 sec): 3 clusters
  Score: Raw -592298.922399 + Penalty 2771.064117 = -589527.858282
  nChanged 2067
		SP:Iteration 1F (108802.580000 sec): 3 clusters
  Score: Raw -593467.232446 + Penalty 2771.064117 = -590696.168329
  nChanged 373
		SP:Iteration 2F (108802.770000 sec): 3 clusters
  Score: Raw -593731.021960 + Penalty 2771.064117 = -590959.957843
  nChanged 327
		SP:Iteration 3F (108802.990000 sec): 3 clusters
  Score: Raw -593955.603321 + Penalty 2771.064117 = -591184.539204
  nChanged 320
		SP:Iteration 4F (108803.190000 sec): 3 clusters
  Score: Raw -594212.439553 + Penalty 2771.064117 = -591441.375436
  nChanged 327
		SP:Iteration 5F (108803.410000 sec): 3 clusters
  Score: Raw -594471.216889 + Penalty 2771.064117 = -591700.152772
  nChanged 306
		SP:Iteration 6F (108803.540000 sec): 3 clusters
  Score: Raw -594681.854206 + Penalty 2771.064117 = -591910.790089
  nChanged 240
		SP:Iteration 7Q (108803.740000 sec): 3 clusters
  Score: Raw -594832.255954 + Penalty 2771.064117 = -592061.191837
  nChanged 186
		SP:Iteration 8Q (108803.920000 sec): 3 clusters
  Score: Raw -594939.984192 + Penalty 2771.064117 = -592168.920075
  nChanged 150
		SP:Iteration 9Q (108804.100000 sec): 3 clusters
  Score: Raw -595012.107074 + Penalty 2771.064117 = -592241.042957
  nChanged 119
		SP:Iteration 10Q (108804.290000 sec): 3 clusters
  Score: Raw -595066.596377 + Penalty 2771.064117 = -592295.532260
  nChanged 80
		SP:Iteration 11Q (108804.510000 sec): 3 clusters
  Score: Raw -595097.382484 + Penalty 2771.064117 = -592326.318367
  nChanged 59
		SP:Iteration 12Q (108804.670000 sec): 3 clusters
  Score: Raw -595124.321208 + Penalty 2771.064117 = -592353.257091
  nChanged 53
		SP:Iteration 13Q (108804.880000 sec): 3 clusters
  Score: Raw -595143.655683 + Penalty 2771.064117 = -592372.591566
  nChanged 36
		SP:Iteration 14Q (108805.070000 sec): 3 clusters
  Score: Raw -595154.929464 + Penalty 2771.064117 = -592383.865347
  nChanged 29
		SP:Iteration 15Q (108805.300000 sec): 3 clusters
  Score: Raw -595163.045171 + Penalty 2771.064117 = -592391.981054
  nChanged 20
		SP:Iteration 16Q (108805.440000 sec): 3 clusters
  Score: Raw -595169.732697 + Penalty 2771.064117 = -592398.668580
  nChanged 21
		SP:Iteration 17Q (108805.660000 sec): 3 clusters
  Score: Raw -595176.104631 + Penalty 2771.064117 = -592405.040514
  nChanged 16
		SP:Iteration 18Q (108805.820000 sec): 3 clusters
  Score: Raw -595180.914914 + Penalty 2771.064117 = -592409.850797
  nChanged 17
		SP:Iteration 19Q (108806.000000 sec): 3 clusters
  Score: Raw -595184.853199 + Penalty 2771.064117 = -592413.789082
  nChanged 16
		SP:Iteration 20F (108806.200000 sec): 3 clusters
  Score: Raw -595188.688766 + Penalty 2771.064117 = -592417.624649
  nChanged 8
		SP:Iteration 21Q (108806.370000 sec): 3 clusters
  Score: Raw -595190.234146 + Penalty 2771.064117 = -592419.170029
  nChanged 5
		SP:Iteration 22Q (108806.600000 sec): 3 clusters
  Score: Raw -595191.270450 + Penalty 2771.064117 = -592420.206333
  nChanged 5
		SP:Iteration 23Q (108806.780000 sec): 3 clusters
  Score: Raw -595192.117474 + Penalty 2771.064117 = -592421.053357
  nChanged 1
		SP:Iteration 24Q (108806.950000 sec): 3 clusters
  Score: Raw -595192.230637 + Penalty 2771.064117 = -592421.166520
  nChanged 0
		SP:Iteration 25F (108807.120000 sec): 3 clusters
  Score: Raw -595192.230637 + Penalty 2771.064117 = -592421.166520
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 109 (538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108807.240000 sec): 2 clusters
  Score: Raw -61736.893408 + Penalty 1021.777016 = -60715.116392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108807.400000 sec): 3 clusters
  Score: Raw -61649.272844 + Penalty 2043.554032 = -59605.718812
  nChanged 139
		SP:Iteration 1F (108807.580000 sec): 3 clusters
  Score: Raw -61912.478754 + Penalty 2043.554032 = -59868.924722
  nChanged 44
		SP:Iteration 2F (108807.730000 sec): 3 clusters
  Score: Raw -61999.004991 + Penalty 2043.554032 = -59955.450959
  nChanged 22
		SP:Iteration 3Q (108807.880000 sec): 3 clusters
  Score: Raw -62027.255552 + Penalty 2043.554032 = -59983.701520
  nChanged 9
		SP:Iteration 4Q (108808.040000 sec): 3 clusters
  Score: Raw -62041.744151 + Penalty 2043.554032 = -59998.190119
  nChanged 7
		SP:Iteration 5Q (108808.240000 sec): 3 clusters
  Score: Raw -62047.451670 + Penalty 2043.554032 = -60003.897638
  nChanged 1
		SP:Iteration 6Q (108808.400000 sec): 3 clusters
  Score: Raw -62047.821917 + Penalty 2043.554032 = -60004.267885
  nChanged 0
		SP:Iteration 7F (108808.580000 sec): 3 clusters
  Score: Raw -62047.821917 + Penalty 2043.554032 = -60004.267885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 110 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108808.640000 sec): 2 clusters
  Score: Raw -8981.694379 + Penalty 859.343392 = -8122.350986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108808.830000 sec): 3 clusters
  Score: Raw -9188.574780 + Penalty 1718.686785 = -7469.887995
  nChanged 44
		SP:Iteration 1F (108809.050000 sec): 3 clusters
  Score: Raw -9326.613524 + Penalty 1718.686785 = -7607.926739
  nChanged 11
		SP:Iteration 2F (108809.200000 sec): 3 clusters
  Score: Raw -9367.728517 + Penalty 1718.686785 = -7649.041732
  nChanged 4
		SP:Iteration 3Q (108809.340000 sec): 3 clusters
  Score: Raw -9389.930914 + Penalty 1718.686785 = -7671.244129
  nChanged 1
		SP:Iteration 4Q (108809.510000 sec): 3 clusters
  Score: Raw -9397.395734 + Penalty 1718.686785 = -7678.708950
  nChanged 0
		SP:Iteration 5F (108809.710000 sec): 3 clusters
  Score: Raw -9397.395734 + Penalty 1718.686785 = -7678.708950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 111 (2515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108809.810000 sec): 2 clusters
  Score: Raw -294664.724652 + Penalty 1272.379563 = -293392.345089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108809.990000 sec): 3 clusters
  Score: Raw -293512.386528 + Penalty 2544.759127 = -290967.627401
  nChanged 957
		SP:Iteration 1F (108810.140000 sec): 3 clusters
  Score: Raw -294104.457541 + Penalty 2544.759127 = -291559.698414
  nChanged 196
		SP:Iteration 2F (108810.330000 sec): 3 clusters
  Score: Raw -294266.137821 + Penalty 2544.759127 = -291721.378694
  nChanged 162
		SP:Iteration 3F (108810.530000 sec): 3 clusters
  Score: Raw -294375.573655 + Penalty 2544.759127 = -291830.814528
  nChanged 118
		SP:Iteration 4Q (108810.710000 sec): 3 clusters
  Score: Raw -294453.318281 + Penalty 2544.759127 = -291908.559154
  nChanged 90
		SP:Iteration 5Q (108810.870000 sec): 3 clusters
  Score: Raw -294509.947788 + Penalty 2544.759127 = -291965.188661
  nChanged 62
		SP:Iteration 6Q (108811.030000 sec): 3 clusters
  Score: Raw -294546.025640 + Penalty 2544.759127 = -292001.266513
  nChanged 53
		SP:Iteration 7Q (108811.230000 sec): 3 clusters
  Score: Raw -294576.214457 + Penalty 2544.759127 = -292031.455330
  nChanged 54
		SP:Iteration 8Q (108811.380000 sec): 3 clusters
  Score: Raw -294617.866375 + Penalty 2544.759127 = -292073.107249
  nChanged 52
		SP:Iteration 9Q (108811.560000 sec): 3 clusters
  Score: Raw -294655.946905 + Penalty 2544.759127 = -292111.187778
  nChanged 50
		SP:Iteration 10Q (108811.770000 sec): 3 clusters
  Score: Raw -294696.765682 + Penalty 2544.759127 = -292152.006555
  nChanged 47
		SP:Iteration 11Q (108811.960000 sec): 3 clusters
  Score: Raw -294722.243082 + Penalty 2544.759127 = -292177.483955
  nChanged 39
		SP:Iteration 12Q (108812.130000 sec): 3 clusters
  Score: Raw -294743.508563 + Penalty 2544.759127 = -292198.749436
  nChanged 27
		SP:Iteration 13Q (108812.330000 sec): 3 clusters
  Score: Raw -294754.991487 + Penalty 2544.759127 = -292210.232361
  nChanged 18
		SP:Iteration 14Q (108812.500000 sec): 3 clusters
  Score: Raw -294764.697976 + Penalty 2544.759127 = -292219.938850
  nChanged 17
		SP:Iteration 15Q (108812.690000 sec): 3 clusters
  Score: Raw -294773.361678 + Penalty 2544.759127 = -292228.602551
  nChanged 17
		SP:Iteration 16Q (108812.840000 sec): 3 clusters
  Score: Raw -294785.290901 + Penalty 2544.759127 = -292240.531774
  nChanged 23
		SP:Iteration 17Q (108813.050000 sec): 3 clusters
  Score: Raw -294797.183483 + Penalty 2544.759127 = -292252.424356
  nChanged 17
		SP:Iteration 18Q (108813.250000 sec): 3 clusters
  Score: Raw -294806.622296 + Penalty 2544.759127 = -292261.863169
  nChanged 22
		SP:Iteration 19Q (108813.450000 sec): 3 clusters
  Score: Raw -294817.790336 + Penalty 2544.759127 = -292273.031209
  nChanged 20
		SP:Iteration 20F (108813.590000 sec): 3 clusters
  Score: Raw -294828.897703 + Penalty 2544.759127 = -292284.138576
  nChanged 30
		SP:Iteration 21Q (108813.770000 sec): 3 clusters
  Score: Raw -294842.593270 + Penalty 2544.759127 = -292297.834143
  nChanged 27
		SP:Iteration 22Q (108813.910000 sec): 3 clusters
  Score: Raw -294854.984758 + Penalty 2544.759127 = -292310.225631
  nChanged 21
		SP:Iteration 23Q (108814.110000 sec): 3 clusters
  Score: Raw -294866.586589 + Penalty 2544.759127 = -292321.827462
  nChanged 26
		SP:Iteration 24Q (108814.240000 sec): 3 clusters
  Score: Raw -294879.353093 + Penalty 2544.759127 = -292334.593967
  nChanged 24
		SP:Iteration 25Q (108814.380000 sec): 3 clusters
  Score: Raw -294893.131408 + Penalty 2544.759127 = -292348.372281
  nChanged 30
		SP:Iteration 26Q (108814.560000 sec): 3 clusters
  Score: Raw -294908.276295 + Penalty 2544.759127 = -292363.517168
  nChanged 25
		SP:Iteration 27Q (108814.730000 sec): 3 clusters
  Score: Raw -294919.753775 + Penalty 2544.759127 = -292374.994648
  nChanged 23
		SP:Iteration 28Q (108814.890000 sec): 3 clusters
  Score: Raw -294931.786117 + Penalty 2544.759127 = -292387.026990
  nChanged 21
		SP:Iteration 29Q (108815.080000 sec): 3 clusters
  Score: Raw -294942.749816 + Penalty 2544.759127 = -292397.990689
  nChanged 22
		SP:Iteration 30Q (108815.280000 sec): 3 clusters
  Score: Raw -294953.313934 + Penalty 2544.759127 = -292408.554807
  nChanged 16
		SP:Iteration 31Q (108815.480000 sec): 3 clusters
  Score: Raw -294963.508265 + Penalty 2544.759127 = -292418.749138
  nChanged 23
		SP:Iteration 32Q (108815.660000 sec): 3 clusters
  Score: Raw -294977.222385 + Penalty 2544.759127 = -292432.463258
  nChanged 24
		SP:Iteration 33Q (108815.820000 sec): 3 clusters
  Score: Raw -294994.620279 + Penalty 2544.759127 = -292449.861152
  nChanged 22
		SP:Iteration 34Q (108815.970000 sec): 3 clusters
  Score: Raw -295011.008505 + Penalty 2544.759127 = -292466.249378
  nChanged 19
		SP:Iteration 35Q (108816.150000 sec): 3 clusters
  Score: Raw -295022.531289 + Penalty 2544.759127 = -292477.772162
  nChanged 17
		SP:Iteration 36Q (108816.320000 sec): 3 clusters
  Score: Raw -295029.937728 + Penalty 2544.759127 = -292485.178602
  nChanged 11
		SP:Iteration 37Q (108816.470000 sec): 3 clusters
  Score: Raw -295037.918824 + Penalty 2544.759127 = -292493.159697
  nChanged 12
		SP:Iteration 38Q (108816.620000 sec): 3 clusters
  Score: Raw -295041.761029 + Penalty 2544.759127 = -292497.001902
  nChanged 11
		SP:Iteration 39Q (108816.820000 sec): 3 clusters
  Score: Raw -295045.956438 + Penalty 2544.759127 = -292501.197311
  nChanged 7
		SP:Iteration 40F (108817.010000 sec): 3 clusters
  Score: Raw -295049.574895 + Penalty 2544.759127 = -292504.815768
  nChanged 4
		SP:Iteration 41Q (108817.170000 sec): 3 clusters
  Score: Raw -295051.587072 + Penalty 2544.759127 = -292506.827945
  nChanged 7
		SP:Iteration 42Q (108817.380000 sec): 3 clusters
  Score: Raw -295056.424684 + Penalty 2544.759127 = -292511.665557
  nChanged 11
		SP:Iteration 43Q (108817.570000 sec): 3 clusters
  Score: Raw -295062.084369 + Penalty 2544.759127 = -292517.325242
  nChanged 9
		SP:Iteration 44Q (108817.730000 sec): 3 clusters
  Score: Raw -295065.805114 + Penalty 2544.759127 = -292521.045987
  nChanged 8
		SP:Iteration 45Q (108817.940000 sec): 3 clusters
  Score: Raw -295069.076604 + Penalty 2544.759127 = -292524.317477
  nChanged 4
		SP:Iteration 46Q (108818.120000 sec): 3 clusters
  Score: Raw -295070.966227 + Penalty 2544.759127 = -292526.207100
  nChanged 5
		SP:Iteration 47Q (108818.270000 sec): 3 clusters
  Score: Raw -295072.529474 + Penalty 2544.759127 = -292527.770347
  nChanged 6
		SP:Iteration 48Q (108818.460000 sec): 3 clusters
  Score: Raw -295075.731326 + Penalty 2544.759127 = -292530.972199
  nChanged 5
		SP:Iteration 49Q (108818.630000 sec): 3 clusters
  Score: Raw -295077.421311 + Penalty 2544.759127 = -292532.662184
  nChanged 1
		SP:Iteration 50Q (108818.820000 sec): 3 clusters
  Score: Raw -295077.760058 + Penalty 2544.759127 = -292533.000931
  nChanged 2
		SP:Iteration 51Q (108819.000000 sec): 3 clusters
  Score: Raw -295078.848858 + Penalty 2544.759127 = -292534.089731
  nChanged 3
		SP:Iteration 52Q (108819.140000 sec): 3 clusters
  Score: Raw -295079.539426 + Penalty 2544.759127 = -292534.780299
  nChanged 1
		SP:Iteration 53Q (108819.350000 sec): 3 clusters
  Score: Raw -295079.609247 + Penalty 2544.759127 = -292534.850120
  nChanged 0
		SP:Iteration 54F (108819.530000 sec): 3 clusters
  Score: Raw -295079.609247 + Penalty 2544.759127 = -292534.850120
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 112 (194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108819.650000 sec): 2 clusters
  Score: Raw -13075.974264 + Penalty 856.026951 = -12219.947313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108819.790000 sec): 3 clusters
  Score: Raw -13209.528219 + Penalty 1712.053902 = -11497.474317
  nChanged 37
		SP:Iteration 1F (108820.010000 sec): 3 clusters
  Score: Raw -13317.597619 + Penalty 1712.053902 = -11605.543717
  nChanged 14
		SP:Iteration 2F (108820.160000 sec): 3 clusters
  Score: Raw -13377.254660 + Penalty 1712.053902 = -11665.200758
  nChanged 6
		SP:Iteration 3Q (108820.360000 sec): 3 clusters
  Score: Raw -13395.813713 + Penalty 1712.053902 = -11683.759812
  nChanged 1
		SP:Iteration 4Q (108820.530000 sec): 3 clusters
  Score: Raw -13398.877303 + Penalty 1712.053902 = -11686.823401
  nChanged 1
		SP:Iteration 5Q (108820.700000 sec): 3 clusters
  Score: Raw -13400.038349 + Penalty 1712.053902 = -11687.984448
  nChanged 0
		SP:Iteration 6F (108820.890000 sec): 3 clusters
  Score: Raw -13400.038349 + Penalty 1712.053902 = -11687.984448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.54 GB.

 Trying to split cluster 113 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (108820.960000 sec): 2 clusters
  Score: Raw -82120.240996 + Penalty 1066.397165 = -81053.843831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (108821.190000 sec): 3 clusters
  Score: Raw -81935.423880 + Penalty 2132.794330 = -79802.629549
  nChanged 165
		SP:Iteration 1F (108821.360000 sec): 3 clusters
  Score: Raw -82109.963300 + Penalty 2132.794330 = -79977.168969
  nChanged 44
		SP:Iteration 2F (108821.530000 sec): 3 clusters
  Score: Raw -82164.605250 + Penalty 2132.794330 = -80031.810920
  nChanged 17
		SP:Iteration 3Q (108821.660000 sec): 3 clusters
  Score: Raw -82185.648736 + Penalty 2132.794330 = -80052.854405
  nChanged 15
		SP:Iteration 4Q (108821.840000 sec): 3 clusters
  Score: Raw -82209.362226 + Penalty 2132.794330 = -80076.567895
  nChanged 7
		SP:Iteration 5Q (108822.020000 sec): 3 clusters
  Score: Raw -82223.265629 + Penalty 2132.794330 = -80090.471298
  nChanged 12
		SP:Iteration 6Q (108822.200000 sec): 3 clusters
  Score: Raw -82241.310801 + Penalty 2132.794330 = -80108.516470
  nChanged 6
		SP:Iteration 7Q (108822.430000 sec): 3 clusters
  Score: Raw -82250.356092 + Penalty 2132.794330 = -80117.561762
  nChanged 7
		SP:Iteration 8Q (108822.610000 sec): 3 clusters
  Score: Raw -82258.065382 + Penalty 2132.794330 = -80125.271051
  nChanged 2
		SP:Iteration 9Q (108822.790000 sec): 3 clusters
  Score: Raw -82259.727954 + Penalty 2132.794330 = -80126.933624
  nChanged 1
		SP:Iteration 10Q (108822.940000 sec): 3 clusters
  Score: Raw -82260.380070 + Penalty 2132.794330 = -80127.585740
  nChanged 1
		SP:Iteration 11Q (108823.130000 sec): 3 clusters
  Score: Raw -82261.123628 + Penalty 2132.794330 = -80128.329298
  nChanged 0
		SP:Iteration 12F (108823.330000 sec): 3 clusters
  Score: Raw -82261.123628 + Penalty 2132.794330 = -80128.329298
  nChanged 0
------ Evaluating fit on full set of 2729622 points ------
  Score: Raw -318508986.167935 + Penalty 272126.258243 = -318236859.909692
Time taken for this iteration:47753.780000 seconds.
 21->114 Clusters: Score -318236859.909692, best is -318264057.585466

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 79722 (time per iteration =380.342729 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1143232429824.000000 (time per metric unit =26.522763ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 27437578315776.000000 (time per metric unit=1105.115135ps)

That took 30321.683055 seconds.
